From 3b4548048cd98da59d98e0b059aa18790ced8b6d Mon Sep 17 00:00:00 2001
From: Jose Miguel Ladino Mendez <ladinoj@jupyterMiLAB>
Date: Fri, 26 Feb 2021 20:06:44 -0500
Subject: [PATCH] =?UTF-8?q?Entrega=20de=20tarea=20clase08=20modificaci?=
=?UTF-8?q?=C3=B3n=20final?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
.gitignore | 1 +
README.md | 8 +-
codigo/analisis_data_csv_and_root.html | 14295 ++++++++++++++++++++++
codigo/analisis_data_csv_and_root.ipynb | 1036 ++
codigo/convert_csv_to_root.html | 13187 ++++++++++++++++++++
codigo/convert_csv_to_root.ipynb | 99 +
data-used/stars.csv | 241 +
data-used/starsmod.csv | 241 +
reporte/Presentacion_reporte.pdf | Bin 0 -> 635744 bytes
9 files changed, 29105 insertions(+), 3 deletions(-)
create mode 100644 .gitignore
create mode 100644 codigo/analisis_data_csv_and_root.html
create mode 100644 codigo/analisis_data_csv_and_root.ipynb
create mode 100644 codigo/convert_csv_to_root.html
create mode 100644 codigo/convert_csv_to_root.ipynb
create mode 100644 data-used/stars.csv
create mode 100644 data-used/starsmod.csv
create mode 100644 reporte/Presentacion_reporte.pdf
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..8f31f67
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+codigo/.ipynb_checkpoints/
diff --git a/README.md b/README.md
index 8fdfbcd..39a76b8 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,10 @@
# Repo dedicado a la tarea de las clases 6 y 8
-##
+## Documentos de la tarea:
-##
+### codigo: analisis_data_csv_and_root.ipynb donde estan todos los procedimientos y desarrollos analÃticos de los datos, junto con el archivo convert_csv_to_root.ipynb para covertir la base de datos .csv a .root. Ambos con sus correspodientes .html
-##
+### data-used: base de datos stars.csv, tomada de https://n9.cl/v78g7, sobre 240 estrellas y algunas caracterÃsticas de estas, junto con el archivo starsmod.csv que es el mismo anterior pero sin comas y espacios.
+
+### reporte: presentación de reporte Presentacion_reporte.pdf bajo los requerimientos acordados en clase.
diff --git a/codigo/analisis_data_csv_and_root.html b/codigo/analisis_data_csv_and_root.html
new file mode 100644
index 0000000..9b90fff
--- /dev/null
+++ b/codigo/analisis_data_csv_and_root.html
@@ -0,0 +1,14295 @@
+<!DOCTYPE html>
+<html>
+<head><meta charset="utf-8" />
+
+<title>analisis_data_csv_and_root</title>
+
+<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>
+
+
+
+<style type="text/css">
+ /*!
+*
+* Twitter Bootstrap
+*
+*/
+/*!
+ * Bootstrap v3.3.7 (http://getbootstrap.com)
+ * Copyright 2011-2016 Twitter, Inc.
+ * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
+ */
+/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
+html {
+ font-family: sans-serif;
+ -ms-text-size-adjust: 100%;
+ -webkit-text-size-adjust: 100%;
+}
+body {
+ margin: 0;
+}
+article,
+aside,
+details,
+figcaption,
+figure,
+footer,
+header,
+hgroup,
+main,
+menu,
+nav,
+section,
+summary {
+ display: block;
+}
+audio,
+canvas,
+progress,
+video {
+ display: inline-block;
+ vertical-align: baseline;
+}
+audio:not([controls]) {
+ display: none;
+ height: 0;
+}
+[hidden],
+template {
+ display: none;
+}
+a {
+ background-color: transparent;
+}
+a:active,
+a:hover {
+ outline: 0;
+}
+abbr[title] {
+ border-bottom: 1px dotted;
+}
+b,
+strong {
+ font-weight: bold;
+}
+dfn {
+ font-style: italic;
+}
+h1 {
+ font-size: 2em;
+ margin: 0.67em 0;
+}
+mark {
+ background: #ff0;
+ color: #000;
+}
+small {
+ font-size: 80%;
+}
+sub,
+sup {
+ font-size: 75%;
+ line-height: 0;
+ position: relative;
+ vertical-align: baseline;
+}
+sup {
+ top: -0.5em;
+}
+sub {
+ bottom: -0.25em;
+}
+img {
+ border: 0;
+}
+svg:not(:root) {
+ overflow: hidden;
+}
+figure {
+ margin: 1em 40px;
+}
+hr {
+ box-sizing: content-box;
+ height: 0;
+}
+pre {
+ overflow: auto;
+}
+code,
+kbd,
+pre,
+samp {
+ font-family: monospace, monospace;
+ font-size: 1em;
+}
+button,
+input,
+optgroup,
+select,
+textarea {
+ color: inherit;
+ font: inherit;
+ margin: 0;
+}
+button {
+ overflow: visible;
+}
+button,
+select {
+ text-transform: none;
+}
+button,
+html input[type="button"],
+input[type="reset"],
+input[type="submit"] {
+ -webkit-appearance: button;
+ cursor: pointer;
+}
+button[disabled],
+html input[disabled] {
+ cursor: default;
+}
+button::-moz-focus-inner,
+input::-moz-focus-inner {
+ border: 0;
+ padding: 0;
+}
+input {
+ line-height: normal;
+}
+input[type="checkbox"],
+input[type="radio"] {
+ box-sizing: border-box;
+ padding: 0;
+}
+input[type="number"]::-webkit-inner-spin-button,
+input[type="number"]::-webkit-outer-spin-button {
+ height: auto;
+}
+input[type="search"] {
+ -webkit-appearance: textfield;
+ box-sizing: content-box;
+}
+input[type="search"]::-webkit-search-cancel-button,
+input[type="search"]::-webkit-search-decoration {
+ -webkit-appearance: none;
+}
+fieldset {
+ border: 1px solid #c0c0c0;
+ margin: 0 2px;
+ padding: 0.35em 0.625em 0.75em;
+}
+legend {
+ border: 0;
+ padding: 0;
+}
+textarea {
+ overflow: auto;
+}
+optgroup {
+ font-weight: bold;
+}
+table {
+ border-collapse: collapse;
+ border-spacing: 0;
+}
+td,
+th {
+ padding: 0;
+}
+/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
+@media print {
+ *,
+ *:before,
+ *:after {
+ background: transparent !important;
+ box-shadow: none !important;
+ text-shadow: none !important;
+ }
+ a,
+ a:visited {
+ text-decoration: underline;
+ }
+ a[href]:after {
+ content: " (" attr(href) ")";
+ }
+ abbr[title]:after {
+ content: " (" attr(title) ")";
+ }
+ a[href^="#"]:after,
+ a[href^="javascript:"]:after {
+ content: "";
+ }
+ pre,
+ blockquote {
+ border: 1px solid #999;
+ page-break-inside: avoid;
+ }
+ thead {
+ display: table-header-group;
+ }
+ tr,
+ img {
+ page-break-inside: avoid;
+ }
+ img {
+ max-width: 100% !important;
+ }
+ p,
+ h2,
+ h3 {
+ orphans: 3;
+ widows: 3;
+ }
+ h2,
+ h3 {
+ page-break-after: avoid;
+ }
+ .navbar {
+ display: none;
+ }
+ .btn > .caret,
+ .dropup > .btn > .caret {
+ border-top-color: #000 !important;
+ }
+ .label {
+ border: 1px solid #000;
+ }
+ .table {
+ border-collapse: collapse !important;
+ }
+ .table td,
+ .table th {
+ background-color: #fff !important;
+ }
+ .table-bordered th,
+ .table-bordered td {
+ border: 1px solid #ddd !important;
+ }
+}
+@font-face {
+ font-family: 'Glyphicons Halflings';
+ src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
+ src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
+}
+.glyphicon {
+ position: relative;
+ top: 1px;
+ display: inline-block;
+ font-family: 'Glyphicons Halflings';
+ font-style: normal;
+ font-weight: normal;
+ line-height: 1;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+}
+.glyphicon-asterisk:before {
+ content: "\002a";
+}
+.glyphicon-plus:before {
+ content: "\002b";
+}
+.glyphicon-euro:before,
+.glyphicon-eur:before {
+ content: "\20ac";
+}
+.glyphicon-minus:before {
+ content: "\2212";
+}
+.glyphicon-cloud:before {
+ content: "\2601";
+}
+.glyphicon-envelope:before {
+ content: "\2709";
+}
+.glyphicon-pencil:before {
+ content: "\270f";
+}
+.glyphicon-glass:before {
+ content: "\e001";
+}
+.glyphicon-music:before {
+ content: "\e002";
+}
+.glyphicon-search:before {
+ content: "\e003";
+}
+.glyphicon-heart:before {
+ content: "\e005";
+}
+.glyphicon-star:before {
+ content: "\e006";
+}
+.glyphicon-star-empty:before {
+ content: "\e007";
+}
+.glyphicon-user:before {
+ content: "\e008";
+}
+.glyphicon-film:before {
+ content: "\e009";
+}
+.glyphicon-th-large:before {
+ content: "\e010";
+}
+.glyphicon-th:before {
+ content: "\e011";
+}
+.glyphicon-th-list:before {
+ content: "\e012";
+}
+.glyphicon-ok:before {
+ content: "\e013";
+}
+.glyphicon-remove:before {
+ content: "\e014";
+}
+.glyphicon-zoom-in:before {
+ content: "\e015";
+}
+.glyphicon-zoom-out:before {
+ content: "\e016";
+}
+.glyphicon-off:before {
+ content: "\e017";
+}
+.glyphicon-signal:before {
+ content: "\e018";
+}
+.glyphicon-cog:before {
+ content: "\e019";
+}
+.glyphicon-trash:before {
+ content: "\e020";
+}
+.glyphicon-home:before {
+ content: "\e021";
+}
+.glyphicon-file:before {
+ content: "\e022";
+}
+.glyphicon-time:before {
+ content: "\e023";
+}
+.glyphicon-road:before {
+ content: "\e024";
+}
+.glyphicon-download-alt:before {
+ content: "\e025";
+}
+.glyphicon-download:before {
+ content: "\e026";
+}
+.glyphicon-upload:before {
+ content: "\e027";
+}
+.glyphicon-inbox:before {
+ content: "\e028";
+}
+.glyphicon-play-circle:before {
+ content: "\e029";
+}
+.glyphicon-repeat:before {
+ content: "\e030";
+}
+.glyphicon-refresh:before {
+ content: "\e031";
+}
+.glyphicon-list-alt:before {
+ content: "\e032";
+}
+.glyphicon-lock:before {
+ content: "\e033";
+}
+.glyphicon-flag:before {
+ content: "\e034";
+}
+.glyphicon-headphones:before {
+ content: "\e035";
+}
+.glyphicon-volume-off:before {
+ content: "\e036";
+}
+.glyphicon-volume-down:before {
+ content: "\e037";
+}
+.glyphicon-volume-up:before {
+ content: "\e038";
+}
+.glyphicon-qrcode:before {
+ content: "\e039";
+}
+.glyphicon-barcode:before {
+ content: "\e040";
+}
+.glyphicon-tag:before {
+ content: "\e041";
+}
+.glyphicon-tags:before {
+ content: "\e042";
+}
+.glyphicon-book:before {
+ content: "\e043";
+}
+.glyphicon-bookmark:before {
+ content: "\e044";
+}
+.glyphicon-print:before {
+ content: "\e045";
+}
+.glyphicon-camera:before {
+ content: "\e046";
+}
+.glyphicon-font:before {
+ content: "\e047";
+}
+.glyphicon-bold:before {
+ content: "\e048";
+}
+.glyphicon-italic:before {
+ content: "\e049";
+}
+.glyphicon-text-height:before {
+ content: "\e050";
+}
+.glyphicon-text-width:before {
+ content: "\e051";
+}
+.glyphicon-align-left:before {
+ content: "\e052";
+}
+.glyphicon-align-center:before {
+ content: "\e053";
+}
+.glyphicon-align-right:before {
+ content: "\e054";
+}
+.glyphicon-align-justify:before {
+ content: "\e055";
+}
+.glyphicon-list:before {
+ content: "\e056";
+}
+.glyphicon-indent-left:before {
+ content: "\e057";
+}
+.glyphicon-indent-right:before {
+ content: "\e058";
+}
+.glyphicon-facetime-video:before {
+ content: "\e059";
+}
+.glyphicon-picture:before {
+ content: "\e060";
+}
+.glyphicon-map-marker:before {
+ content: "\e062";
+}
+.glyphicon-adjust:before {
+ content: "\e063";
+}
+.glyphicon-tint:before {
+ content: "\e064";
+}
+.glyphicon-edit:before {
+ content: "\e065";
+}
+.glyphicon-share:before {
+ content: "\e066";
+}
+.glyphicon-check:before {
+ content: "\e067";
+}
+.glyphicon-move:before {
+ content: "\e068";
+}
+.glyphicon-step-backward:before {
+ content: "\e069";
+}
+.glyphicon-fast-backward:before {
+ content: "\e070";
+}
+.glyphicon-backward:before {
+ content: "\e071";
+}
+.glyphicon-play:before {
+ content: "\e072";
+}
+.glyphicon-pause:before {
+ content: "\e073";
+}
+.glyphicon-stop:before {
+ content: "\e074";
+}
+.glyphicon-forward:before {
+ content: "\e075";
+}
+.glyphicon-fast-forward:before {
+ content: "\e076";
+}
+.glyphicon-step-forward:before {
+ content: "\e077";
+}
+.glyphicon-eject:before {
+ content: "\e078";
+}
+.glyphicon-chevron-left:before {
+ content: "\e079";
+}
+.glyphicon-chevron-right:before {
+ content: "\e080";
+}
+.glyphicon-plus-sign:before {
+ content: "\e081";
+}
+.glyphicon-minus-sign:before {
+ content: "\e082";
+}
+.glyphicon-remove-sign:before {
+ content: "\e083";
+}
+.glyphicon-ok-sign:before {
+ content: "\e084";
+}
+.glyphicon-question-sign:before {
+ content: "\e085";
+}
+.glyphicon-info-sign:before {
+ content: "\e086";
+}
+.glyphicon-screenshot:before {
+ content: "\e087";
+}
+.glyphicon-remove-circle:before {
+ content: "\e088";
+}
+.glyphicon-ok-circle:before {
+ content: "\e089";
+}
+.glyphicon-ban-circle:before {
+ content: "\e090";
+}
+.glyphicon-arrow-left:before {
+ content: "\e091";
+}
+.glyphicon-arrow-right:before {
+ content: "\e092";
+}
+.glyphicon-arrow-up:before {
+ content: "\e093";
+}
+.glyphicon-arrow-down:before {
+ content: "\e094";
+}
+.glyphicon-share-alt:before {
+ content: "\e095";
+}
+.glyphicon-resize-full:before {
+ content: "\e096";
+}
+.glyphicon-resize-small:before {
+ content: "\e097";
+}
+.glyphicon-exclamation-sign:before {
+ content: "\e101";
+}
+.glyphicon-gift:before {
+ content: "\e102";
+}
+.glyphicon-leaf:before {
+ content: "\e103";
+}
+.glyphicon-fire:before {
+ content: "\e104";
+}
+.glyphicon-eye-open:before {
+ content: "\e105";
+}
+.glyphicon-eye-close:before {
+ content: "\e106";
+}
+.glyphicon-warning-sign:before {
+ content: "\e107";
+}
+.glyphicon-plane:before {
+ content: "\e108";
+}
+.glyphicon-calendar:before {
+ content: "\e109";
+}
+.glyphicon-random:before {
+ content: "\e110";
+}
+.glyphicon-comment:before {
+ content: "\e111";
+}
+.glyphicon-magnet:before {
+ content: "\e112";
+}
+.glyphicon-chevron-up:before {
+ content: "\e113";
+}
+.glyphicon-chevron-down:before {
+ content: "\e114";
+}
+.glyphicon-retweet:before {
+ content: "\e115";
+}
+.glyphicon-shopping-cart:before {
+ content: "\e116";
+}
+.glyphicon-folder-close:before {
+ content: "\e117";
+}
+.glyphicon-folder-open:before {
+ content: "\e118";
+}
+.glyphicon-resize-vertical:before {
+ content: "\e119";
+}
+.glyphicon-resize-horizontal:before {
+ content: "\e120";
+}
+.glyphicon-hdd:before {
+ content: "\e121";
+}
+.glyphicon-bullhorn:before {
+ content: "\e122";
+}
+.glyphicon-bell:before {
+ content: "\e123";
+}
+.glyphicon-certificate:before {
+ content: "\e124";
+}
+.glyphicon-thumbs-up:before {
+ content: "\e125";
+}
+.glyphicon-thumbs-down:before {
+ content: "\e126";
+}
+.glyphicon-hand-right:before {
+ content: "\e127";
+}
+.glyphicon-hand-left:before {
+ content: "\e128";
+}
+.glyphicon-hand-up:before {
+ content: "\e129";
+}
+.glyphicon-hand-down:before {
+ content: "\e130";
+}
+.glyphicon-circle-arrow-right:before {
+ content: "\e131";
+}
+.glyphicon-circle-arrow-left:before {
+ content: "\e132";
+}
+.glyphicon-circle-arrow-up:before {
+ content: "\e133";
+}
+.glyphicon-circle-arrow-down:before {
+ content: "\e134";
+}
+.glyphicon-globe:before {
+ content: "\e135";
+}
+.glyphicon-wrench:before {
+ content: "\e136";
+}
+.glyphicon-tasks:before {
+ content: "\e137";
+}
+.glyphicon-filter:before {
+ content: "\e138";
+}
+.glyphicon-briefcase:before {
+ content: "\e139";
+}
+.glyphicon-fullscreen:before {
+ content: "\e140";
+}
+.glyphicon-dashboard:before {
+ content: "\e141";
+}
+.glyphicon-paperclip:before {
+ content: "\e142";
+}
+.glyphicon-heart-empty:before {
+ content: "\e143";
+}
+.glyphicon-link:before {
+ content: "\e144";
+}
+.glyphicon-phone:before {
+ content: "\e145";
+}
+.glyphicon-pushpin:before {
+ content: "\e146";
+}
+.glyphicon-usd:before {
+ content: "\e148";
+}
+.glyphicon-gbp:before {
+ content: "\e149";
+}
+.glyphicon-sort:before {
+ content: "\e150";
+}
+.glyphicon-sort-by-alphabet:before {
+ content: "\e151";
+}
+.glyphicon-sort-by-alphabet-alt:before {
+ content: "\e152";
+}
+.glyphicon-sort-by-order:before {
+ content: "\e153";
+}
+.glyphicon-sort-by-order-alt:before {
+ content: "\e154";
+}
+.glyphicon-sort-by-attributes:before {
+ content: "\e155";
+}
+.glyphicon-sort-by-attributes-alt:before {
+ content: "\e156";
+}
+.glyphicon-unchecked:before {
+ content: "\e157";
+}
+.glyphicon-expand:before {
+ content: "\e158";
+}
+.glyphicon-collapse-down:before {
+ content: "\e159";
+}
+.glyphicon-collapse-up:before {
+ content: "\e160";
+}
+.glyphicon-log-in:before {
+ content: "\e161";
+}
+.glyphicon-flash:before {
+ content: "\e162";
+}
+.glyphicon-log-out:before {
+ content: "\e163";
+}
+.glyphicon-new-window:before {
+ content: "\e164";
+}
+.glyphicon-record:before {
+ content: "\e165";
+}
+.glyphicon-save:before {
+ content: "\e166";
+}
+.glyphicon-open:before {
+ content: "\e167";
+}
+.glyphicon-saved:before {
+ content: "\e168";
+}
+.glyphicon-import:before {
+ content: "\e169";
+}
+.glyphicon-export:before {
+ content: "\e170";
+}
+.glyphicon-send:before {
+ content: "\e171";
+}
+.glyphicon-floppy-disk:before {
+ content: "\e172";
+}
+.glyphicon-floppy-saved:before {
+ content: "\e173";
+}
+.glyphicon-floppy-remove:before {
+ content: "\e174";
+}
+.glyphicon-floppy-save:before {
+ content: "\e175";
+}
+.glyphicon-floppy-open:before {
+ content: "\e176";
+}
+.glyphicon-credit-card:before {
+ content: "\e177";
+}
+.glyphicon-transfer:before {
+ content: "\e178";
+}
+.glyphicon-cutlery:before {
+ content: "\e179";
+}
+.glyphicon-header:before {
+ content: "\e180";
+}
+.glyphicon-compressed:before {
+ content: "\e181";
+}
+.glyphicon-earphone:before {
+ content: "\e182";
+}
+.glyphicon-phone-alt:before {
+ content: "\e183";
+}
+.glyphicon-tower:before {
+ content: "\e184";
+}
+.glyphicon-stats:before {
+ content: "\e185";
+}
+.glyphicon-sd-video:before {
+ content: "\e186";
+}
+.glyphicon-hd-video:before {
+ content: "\e187";
+}
+.glyphicon-subtitles:before {
+ content: "\e188";
+}
+.glyphicon-sound-stereo:before {
+ content: "\e189";
+}
+.glyphicon-sound-dolby:before {
+ content: "\e190";
+}
+.glyphicon-sound-5-1:before {
+ content: "\e191";
+}
+.glyphicon-sound-6-1:before {
+ content: "\e192";
+}
+.glyphicon-sound-7-1:before {
+ content: "\e193";
+}
+.glyphicon-copyright-mark:before {
+ content: "\e194";
+}
+.glyphicon-registration-mark:before {
+ content: "\e195";
+}
+.glyphicon-cloud-download:before {
+ content: "\e197";
+}
+.glyphicon-cloud-upload:before {
+ content: "\e198";
+}
+.glyphicon-tree-conifer:before {
+ content: "\e199";
+}
+.glyphicon-tree-deciduous:before {
+ content: "\e200";
+}
+.glyphicon-cd:before {
+ content: "\e201";
+}
+.glyphicon-save-file:before {
+ content: "\e202";
+}
+.glyphicon-open-file:before {
+ content: "\e203";
+}
+.glyphicon-level-up:before {
+ content: "\e204";
+}
+.glyphicon-copy:before {
+ content: "\e205";
+}
+.glyphicon-paste:before {
+ content: "\e206";
+}
+.glyphicon-alert:before {
+ content: "\e209";
+}
+.glyphicon-equalizer:before {
+ content: "\e210";
+}
+.glyphicon-king:before {
+ content: "\e211";
+}
+.glyphicon-queen:before {
+ content: "\e212";
+}
+.glyphicon-pawn:before {
+ content: "\e213";
+}
+.glyphicon-bishop:before {
+ content: "\e214";
+}
+.glyphicon-knight:before {
+ content: "\e215";
+}
+.glyphicon-baby-formula:before {
+ content: "\e216";
+}
+.glyphicon-tent:before {
+ content: "\26fa";
+}
+.glyphicon-blackboard:before {
+ content: "\e218";
+}
+.glyphicon-bed:before {
+ content: "\e219";
+}
+.glyphicon-apple:before {
+ content: "\f8ff";
+}
+.glyphicon-erase:before {
+ content: "\e221";
+}
+.glyphicon-hourglass:before {
+ content: "\231b";
+}
+.glyphicon-lamp:before {
+ content: "\e223";
+}
+.glyphicon-duplicate:before {
+ content: "\e224";
+}
+.glyphicon-piggy-bank:before {
+ content: "\e225";
+}
+.glyphicon-scissors:before {
+ content: "\e226";
+}
+.glyphicon-bitcoin:before {
+ content: "\e227";
+}
+.glyphicon-btc:before {
+ content: "\e227";
+}
+.glyphicon-xbt:before {
+ content: "\e227";
+}
+.glyphicon-yen:before {
+ content: "\00a5";
+}
+.glyphicon-jpy:before {
+ content: "\00a5";
+}
+.glyphicon-ruble:before {
+ content: "\20bd";
+}
+.glyphicon-rub:before {
+ content: "\20bd";
+}
+.glyphicon-scale:before {
+ content: "\e230";
+}
+.glyphicon-ice-lolly:before {
+ content: "\e231";
+}
+.glyphicon-ice-lolly-tasted:before {
+ content: "\e232";
+}
+.glyphicon-education:before {
+ content: "\e233";
+}
+.glyphicon-option-horizontal:before {
+ content: "\e234";
+}
+.glyphicon-option-vertical:before {
+ content: "\e235";
+}
+.glyphicon-menu-hamburger:before {
+ content: "\e236";
+}
+.glyphicon-modal-window:before {
+ content: "\e237";
+}
+.glyphicon-oil:before {
+ content: "\e238";
+}
+.glyphicon-grain:before {
+ content: "\e239";
+}
+.glyphicon-sunglasses:before {
+ content: "\e240";
+}
+.glyphicon-text-size:before {
+ content: "\e241";
+}
+.glyphicon-text-color:before {
+ content: "\e242";
+}
+.glyphicon-text-background:before {
+ content: "\e243";
+}
+.glyphicon-object-align-top:before {
+ content: "\e244";
+}
+.glyphicon-object-align-bottom:before {
+ content: "\e245";
+}
+.glyphicon-object-align-horizontal:before {
+ content: "\e246";
+}
+.glyphicon-object-align-left:before {
+ content: "\e247";
+}
+.glyphicon-object-align-vertical:before {
+ content: "\e248";
+}
+.glyphicon-object-align-right:before {
+ content: "\e249";
+}
+.glyphicon-triangle-right:before {
+ content: "\e250";
+}
+.glyphicon-triangle-left:before {
+ content: "\e251";
+}
+.glyphicon-triangle-bottom:before {
+ content: "\e252";
+}
+.glyphicon-triangle-top:before {
+ content: "\e253";
+}
+.glyphicon-console:before {
+ content: "\e254";
+}
+.glyphicon-superscript:before {
+ content: "\e255";
+}
+.glyphicon-subscript:before {
+ content: "\e256";
+}
+.glyphicon-menu-left:before {
+ content: "\e257";
+}
+.glyphicon-menu-right:before {
+ content: "\e258";
+}
+.glyphicon-menu-down:before {
+ content: "\e259";
+}
+.glyphicon-menu-up:before {
+ content: "\e260";
+}
+* {
+ -webkit-box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ box-sizing: border-box;
+}
+*:before,
+*:after {
+ -webkit-box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ box-sizing: border-box;
+}
+html {
+ font-size: 10px;
+ -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
+}
+body {
+ font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
+ font-size: 13px;
+ line-height: 1.42857143;
+ color: #000;
+ background-color: #fff;
+}
+input,
+button,
+select,
+textarea {
+ font-family: inherit;
+ font-size: inherit;
+ line-height: inherit;
+}
+a {
+ color: #337ab7;
+ text-decoration: none;
+}
+a:hover,
+a:focus {
+ color: #23527c;
+ text-decoration: underline;
+}
+a:focus {
+ outline: 5px auto -webkit-focus-ring-color;
+ outline-offset: -2px;
+}
+figure {
+ margin: 0;
+}
+img {
+ vertical-align: middle;
+}
+.img-responsive,
+.thumbnail > img,
+.thumbnail a > img,
+.carousel-inner > .item > img,
+.carousel-inner > .item > a > img {
+ display: block;
+ max-width: 100%;
+ height: auto;
+}
+.img-rounded {
+ border-radius: 3px;
+}
+.img-thumbnail {
+ padding: 4px;
+ line-height: 1.42857143;
+ background-color: #fff;
+ border: 1px solid #ddd;
+ border-radius: 2px;
+ -webkit-transition: all 0.2s ease-in-out;
+ -o-transition: all 0.2s ease-in-out;
+ transition: all 0.2s ease-in-out;
+ display: inline-block;
+ max-width: 100%;
+ height: auto;
+}
+.img-circle {
+ border-radius: 50%;
+}
+hr {
+ margin-top: 18px;
+ margin-bottom: 18px;
+ border: 0;
+ border-top: 1px solid #eeeeee;
+}
+.sr-only {
+ position: absolute;
+ width: 1px;
+ height: 1px;
+ margin: -1px;
+ padding: 0;
+ overflow: hidden;
+ clip: rect(0, 0, 0, 0);
+ border: 0;
+}
+.sr-only-focusable:active,
+.sr-only-focusable:focus {
+ position: static;
+ width: auto;
+ height: auto;
+ margin: 0;
+ overflow: visible;
+ clip: auto;
+}
+[role="button"] {
+ cursor: pointer;
+}
+h1,
+h2,
+h3,
+h4,
+h5,
+h6,
+.h1,
+.h2,
+.h3,
+.h4,
+.h5,
+.h6 {
+ font-family: inherit;
+ font-weight: 500;
+ line-height: 1.1;
+ color: inherit;
+}
+h1 small,
+h2 small,
+h3 small,
+h4 small,
+h5 small,
+h6 small,
+.h1 small,
+.h2 small,
+.h3 small,
+.h4 small,
+.h5 small,
+.h6 small,
+h1 .small,
+h2 .small,
+h3 .small,
+h4 .small,
+h5 .small,
+h6 .small,
+.h1 .small,
+.h2 .small,
+.h3 .small,
+.h4 .small,
+.h5 .small,
+.h6 .small {
+ font-weight: normal;
+ line-height: 1;
+ color: #777777;
+}
+h1,
+.h1,
+h2,
+.h2,
+h3,
+.h3 {
+ margin-top: 18px;
+ margin-bottom: 9px;
+}
+h1 small,
+.h1 small,
+h2 small,
+.h2 small,
+h3 small,
+.h3 small,
+h1 .small,
+.h1 .small,
+h2 .small,
+.h2 .small,
+h3 .small,
+.h3 .small {
+ font-size: 65%;
+}
+h4,
+.h4,
+h5,
+.h5,
+h6,
+.h6 {
+ margin-top: 9px;
+ margin-bottom: 9px;
+}
+h4 small,
+.h4 small,
+h5 small,
+.h5 small,
+h6 small,
+.h6 small,
+h4 .small,
+.h4 .small,
+h5 .small,
+.h5 .small,
+h6 .small,
+.h6 .small {
+ font-size: 75%;
+}
+h1,
+.h1 {
+ font-size: 33px;
+}
+h2,
+.h2 {
+ font-size: 27px;
+}
+h3,
+.h3 {
+ font-size: 23px;
+}
+h4,
+.h4 {
+ font-size: 17px;
+}
+h5,
+.h5 {
+ font-size: 13px;
+}
+h6,
+.h6 {
+ font-size: 12px;
+}
+p {
+ margin: 0 0 9px;
+}
+.lead {
+ margin-bottom: 18px;
+ font-size: 14px;
+ font-weight: 300;
+ line-height: 1.4;
+}
+@media (min-width: 768px) {
+ .lead {
+ font-size: 19.5px;
+ }
+}
+small,
+.small {
+ font-size: 92%;
+}
+mark,
+.mark {
+ background-color: #fcf8e3;
+ padding: .2em;
+}
+.text-left {
+ text-align: left;
+}
+.text-right {
+ text-align: right;
+}
+.text-center {
+ text-align: center;
+}
+.text-justify {
+ text-align: justify;
+}
+.text-nowrap {
+ white-space: nowrap;
+}
+.text-lowercase {
+ text-transform: lowercase;
+}
+.text-uppercase {
+ text-transform: uppercase;
+}
+.text-capitalize {
+ text-transform: capitalize;
+}
+.text-muted {
+ color: #777777;
+}
+.text-primary {
+ color: #337ab7;
+}
+a.text-primary:hover,
+a.text-primary:focus {
+ color: #286090;
+}
+.text-success {
+ color: #3c763d;
+}
+a.text-success:hover,
+a.text-success:focus {
+ color: #2b542c;
+}
+.text-info {
+ color: #31708f;
+}
+a.text-info:hover,
+a.text-info:focus {
+ color: #245269;
+}
+.text-warning {
+ color: #8a6d3b;
+}
+a.text-warning:hover,
+a.text-warning:focus {
+ color: #66512c;
+}
+.text-danger {
+ color: #a94442;
+}
+a.text-danger:hover,
+a.text-danger:focus {
+ color: #843534;
+}
+.bg-primary {
+ color: #fff;
+ background-color: #337ab7;
+}
+a.bg-primary:hover,
+a.bg-primary:focus {
+ background-color: #286090;
+}
+.bg-success {
+ background-color: #dff0d8;
+}
+a.bg-success:hover,
+a.bg-success:focus {
+ background-color: #c1e2b3;
+}
+.bg-info {
+ background-color: #d9edf7;
+}
+a.bg-info:hover,
+a.bg-info:focus {
+ background-color: #afd9ee;
+}
+.bg-warning {
+ background-color: #fcf8e3;
+}
+a.bg-warning:hover,
+a.bg-warning:focus {
+ background-color: #f7ecb5;
+}
+.bg-danger {
+ background-color: #f2dede;
+}
+a.bg-danger:hover,
+a.bg-danger:focus {
+ background-color: #e4b9b9;
+}
+.page-header {
+ padding-bottom: 8px;
+ margin: 36px 0 18px;
+ border-bottom: 1px solid #eeeeee;
+}
+ul,
+ol {
+ margin-top: 0;
+ margin-bottom: 9px;
+}
+ul ul,
+ol ul,
+ul ol,
+ol ol {
+ margin-bottom: 0;
+}
+.list-unstyled {
+ padding-left: 0;
+ list-style: none;
+}
+.list-inline {
+ padding-left: 0;
+ list-style: none;
+ margin-left: -5px;
+}
+.list-inline > li {
+ display: inline-block;
+ padding-left: 5px;
+ padding-right: 5px;
+}
+dl {
+ margin-top: 0;
+ margin-bottom: 18px;
+}
+dt,
+dd {
+ line-height: 1.42857143;
+}
+dt {
+ font-weight: bold;
+}
+dd {
+ margin-left: 0;
+}
+@media (min-width: 541px) {
+ .dl-horizontal dt {
+ float: left;
+ width: 160px;
+ clear: left;
+ text-align: right;
+ overflow: hidden;
+ text-overflow: ellipsis;
+ white-space: nowrap;
+ }
+ .dl-horizontal dd {
+ margin-left: 180px;
+ }
+}
+abbr[title],
+abbr[data-original-title] {
+ cursor: help;
+ border-bottom: 1px dotted #777777;
+}
+.initialism {
+ font-size: 90%;
+ text-transform: uppercase;
+}
+blockquote {
+ padding: 9px 18px;
+ margin: 0 0 18px;
+ font-size: inherit;
+ border-left: 5px solid #eeeeee;
+}
+blockquote p:last-child,
+blockquote ul:last-child,
+blockquote ol:last-child {
+ margin-bottom: 0;
+}
+blockquote footer,
+blockquote small,
+blockquote .small {
+ display: block;
+ font-size: 80%;
+ line-height: 1.42857143;
+ color: #777777;
+}
+blockquote footer:before,
+blockquote small:before,
+blockquote .small:before {
+ content: '\2014 \00A0';
+}
+.blockquote-reverse,
+blockquote.pull-right {
+ padding-right: 15px;
+ padding-left: 0;
+ border-right: 5px solid #eeeeee;
+ border-left: 0;
+ text-align: right;
+}
+.blockquote-reverse footer:before,
+blockquote.pull-right footer:before,
+.blockquote-reverse small:before,
+blockquote.pull-right small:before,
+.blockquote-reverse .small:before,
+blockquote.pull-right .small:before {
+ content: '';
+}
+.blockquote-reverse footer:after,
+blockquote.pull-right footer:after,
+.blockquote-reverse small:after,
+blockquote.pull-right small:after,
+.blockquote-reverse .small:after,
+blockquote.pull-right .small:after {
+ content: '\00A0 \2014';
+}
+address {
+ margin-bottom: 18px;
+ font-style: normal;
+ line-height: 1.42857143;
+}
+code,
+kbd,
+pre,
+samp {
+ font-family: monospace;
+}
+code {
+ padding: 2px 4px;
+ font-size: 90%;
+ color: #c7254e;
+ background-color: #f9f2f4;
+ border-radius: 2px;
+}
+kbd {
+ padding: 2px 4px;
+ font-size: 90%;
+ color: #888;
+ background-color: transparent;
+ border-radius: 1px;
+ box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
+}
+kbd kbd {
+ padding: 0;
+ font-size: 100%;
+ font-weight: bold;
+ box-shadow: none;
+}
+pre {
+ display: block;
+ padding: 8.5px;
+ margin: 0 0 9px;
+ font-size: 12px;
+ line-height: 1.42857143;
+ word-break: break-all;
+ word-wrap: break-word;
+ color: #333333;
+ background-color: #f5f5f5;
+ border: 1px solid #ccc;
+ border-radius: 2px;
+}
+pre code {
+ padding: 0;
+ font-size: inherit;
+ color: inherit;
+ white-space: pre-wrap;
+ background-color: transparent;
+ border-radius: 0;
+}
+.pre-scrollable {
+ max-height: 340px;
+ overflow-y: scroll;
+}
+.container {
+ margin-right: auto;
+ margin-left: auto;
+ padding-left: 0px;
+ padding-right: 0px;
+}
+@media (min-width: 768px) {
+ .container {
+ width: 768px;
+ }
+}
+@media (min-width: 992px) {
+ .container {
+ width: 940px;
+ }
+}
+@media (min-width: 1200px) {
+ .container {
+ width: 1140px;
+ }
+}
+.container-fluid {
+ margin-right: auto;
+ margin-left: auto;
+ padding-left: 0px;
+ padding-right: 0px;
+}
+.row {
+ margin-left: 0px;
+ margin-right: 0px;
+}
+.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
+ position: relative;
+ min-height: 1px;
+ padding-left: 0px;
+ padding-right: 0px;
+}
+.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
+ float: left;
+}
+.col-xs-12 {
+ width: 100%;
+}
+.col-xs-11 {
+ width: 91.66666667%;
+}
+.col-xs-10 {
+ width: 83.33333333%;
+}
+.col-xs-9 {
+ width: 75%;
+}
+.col-xs-8 {
+ width: 66.66666667%;
+}
+.col-xs-7 {
+ width: 58.33333333%;
+}
+.col-xs-6 {
+ width: 50%;
+}
+.col-xs-5 {
+ width: 41.66666667%;
+}
+.col-xs-4 {
+ width: 33.33333333%;
+}
+.col-xs-3 {
+ width: 25%;
+}
+.col-xs-2 {
+ width: 16.66666667%;
+}
+.col-xs-1 {
+ width: 8.33333333%;
+}
+.col-xs-pull-12 {
+ right: 100%;
+}
+.col-xs-pull-11 {
+ right: 91.66666667%;
+}
+.col-xs-pull-10 {
+ right: 83.33333333%;
+}
+.col-xs-pull-9 {
+ right: 75%;
+}
+.col-xs-pull-8 {
+ right: 66.66666667%;
+}
+.col-xs-pull-7 {
+ right: 58.33333333%;
+}
+.col-xs-pull-6 {
+ right: 50%;
+}
+.col-xs-pull-5 {
+ right: 41.66666667%;
+}
+.col-xs-pull-4 {
+ right: 33.33333333%;
+}
+.col-xs-pull-3 {
+ right: 25%;
+}
+.col-xs-pull-2 {
+ right: 16.66666667%;
+}
+.col-xs-pull-1 {
+ right: 8.33333333%;
+}
+.col-xs-pull-0 {
+ right: auto;
+}
+.col-xs-push-12 {
+ left: 100%;
+}
+.col-xs-push-11 {
+ left: 91.66666667%;
+}
+.col-xs-push-10 {
+ left: 83.33333333%;
+}
+.col-xs-push-9 {
+ left: 75%;
+}
+.col-xs-push-8 {
+ left: 66.66666667%;
+}
+.col-xs-push-7 {
+ left: 58.33333333%;
+}
+.col-xs-push-6 {
+ left: 50%;
+}
+.col-xs-push-5 {
+ left: 41.66666667%;
+}
+.col-xs-push-4 {
+ left: 33.33333333%;
+}
+.col-xs-push-3 {
+ left: 25%;
+}
+.col-xs-push-2 {
+ left: 16.66666667%;
+}
+.col-xs-push-1 {
+ left: 8.33333333%;
+}
+.col-xs-push-0 {
+ left: auto;
+}
+.col-xs-offset-12 {
+ margin-left: 100%;
+}
+.col-xs-offset-11 {
+ margin-left: 91.66666667%;
+}
+.col-xs-offset-10 {
+ margin-left: 83.33333333%;
+}
+.col-xs-offset-9 {
+ margin-left: 75%;
+}
+.col-xs-offset-8 {
+ margin-left: 66.66666667%;
+}
+.col-xs-offset-7 {
+ margin-left: 58.33333333%;
+}
+.col-xs-offset-6 {
+ margin-left: 50%;
+}
+.col-xs-offset-5 {
+ margin-left: 41.66666667%;
+}
+.col-xs-offset-4 {
+ margin-left: 33.33333333%;
+}
+.col-xs-offset-3 {
+ margin-left: 25%;
+}
+.col-xs-offset-2 {
+ margin-left: 16.66666667%;
+}
+.col-xs-offset-1 {
+ margin-left: 8.33333333%;
+}
+.col-xs-offset-0 {
+ margin-left: 0%;
+}
+@media (min-width: 768px) {
+ .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
+ float: left;
+ }
+ .col-sm-12 {
+ width: 100%;
+ }
+ .col-sm-11 {
+ width: 91.66666667%;
+ }
+ .col-sm-10 {
+ width: 83.33333333%;
+ }
+ .col-sm-9 {
+ width: 75%;
+ }
+ .col-sm-8 {
+ width: 66.66666667%;
+ }
+ .col-sm-7 {
+ width: 58.33333333%;
+ }
+ .col-sm-6 {
+ width: 50%;
+ }
+ .col-sm-5 {
+ width: 41.66666667%;
+ }
+ .col-sm-4 {
+ width: 33.33333333%;
+ }
+ .col-sm-3 {
+ width: 25%;
+ }
+ .col-sm-2 {
+ width: 16.66666667%;
+ }
+ .col-sm-1 {
+ width: 8.33333333%;
+ }
+ .col-sm-pull-12 {
+ right: 100%;
+ }
+ .col-sm-pull-11 {
+ right: 91.66666667%;
+ }
+ .col-sm-pull-10 {
+ right: 83.33333333%;
+ }
+ .col-sm-pull-9 {
+ right: 75%;
+ }
+ .col-sm-pull-8 {
+ right: 66.66666667%;
+ }
+ .col-sm-pull-7 {
+ right: 58.33333333%;
+ }
+ .col-sm-pull-6 {
+ right: 50%;
+ }
+ .col-sm-pull-5 {
+ right: 41.66666667%;
+ }
+ .col-sm-pull-4 {
+ right: 33.33333333%;
+ }
+ .col-sm-pull-3 {
+ right: 25%;
+ }
+ .col-sm-pull-2 {
+ right: 16.66666667%;
+ }
+ .col-sm-pull-1 {
+ right: 8.33333333%;
+ }
+ .col-sm-pull-0 {
+ right: auto;
+ }
+ .col-sm-push-12 {
+ left: 100%;
+ }
+ .col-sm-push-11 {
+ left: 91.66666667%;
+ }
+ .col-sm-push-10 {
+ left: 83.33333333%;
+ }
+ .col-sm-push-9 {
+ left: 75%;
+ }
+ .col-sm-push-8 {
+ left: 66.66666667%;
+ }
+ .col-sm-push-7 {
+ left: 58.33333333%;
+ }
+ .col-sm-push-6 {
+ left: 50%;
+ }
+ .col-sm-push-5 {
+ left: 41.66666667%;
+ }
+ .col-sm-push-4 {
+ left: 33.33333333%;
+ }
+ .col-sm-push-3 {
+ left: 25%;
+ }
+ .col-sm-push-2 {
+ left: 16.66666667%;
+ }
+ .col-sm-push-1 {
+ left: 8.33333333%;
+ }
+ .col-sm-push-0 {
+ left: auto;
+ }
+ .col-sm-offset-12 {
+ margin-left: 100%;
+ }
+ .col-sm-offset-11 {
+ margin-left: 91.66666667%;
+ }
+ .col-sm-offset-10 {
+ margin-left: 83.33333333%;
+ }
+ .col-sm-offset-9 {
+ margin-left: 75%;
+ }
+ .col-sm-offset-8 {
+ margin-left: 66.66666667%;
+ }
+ .col-sm-offset-7 {
+ margin-left: 58.33333333%;
+ }
+ .col-sm-offset-6 {
+ margin-left: 50%;
+ }
+ .col-sm-offset-5 {
+ margin-left: 41.66666667%;
+ }
+ .col-sm-offset-4 {
+ margin-left: 33.33333333%;
+ }
+ .col-sm-offset-3 {
+ margin-left: 25%;
+ }
+ .col-sm-offset-2 {
+ margin-left: 16.66666667%;
+ }
+ .col-sm-offset-1 {
+ margin-left: 8.33333333%;
+ }
+ .col-sm-offset-0 {
+ margin-left: 0%;
+ }
+}
+@media (min-width: 992px) {
+ .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
+ float: left;
+ }
+ .col-md-12 {
+ width: 100%;
+ }
+ .col-md-11 {
+ width: 91.66666667%;
+ }
+ .col-md-10 {
+ width: 83.33333333%;
+ }
+ .col-md-9 {
+ width: 75%;
+ }
+ .col-md-8 {
+ width: 66.66666667%;
+ }
+ .col-md-7 {
+ width: 58.33333333%;
+ }
+ .col-md-6 {
+ width: 50%;
+ }
+ .col-md-5 {
+ width: 41.66666667%;
+ }
+ .col-md-4 {
+ width: 33.33333333%;
+ }
+ .col-md-3 {
+ width: 25%;
+ }
+ .col-md-2 {
+ width: 16.66666667%;
+ }
+ .col-md-1 {
+ width: 8.33333333%;
+ }
+ .col-md-pull-12 {
+ right: 100%;
+ }
+ .col-md-pull-11 {
+ right: 91.66666667%;
+ }
+ .col-md-pull-10 {
+ right: 83.33333333%;
+ }
+ .col-md-pull-9 {
+ right: 75%;
+ }
+ .col-md-pull-8 {
+ right: 66.66666667%;
+ }
+ .col-md-pull-7 {
+ right: 58.33333333%;
+ }
+ .col-md-pull-6 {
+ right: 50%;
+ }
+ .col-md-pull-5 {
+ right: 41.66666667%;
+ }
+ .col-md-pull-4 {
+ right: 33.33333333%;
+ }
+ .col-md-pull-3 {
+ right: 25%;
+ }
+ .col-md-pull-2 {
+ right: 16.66666667%;
+ }
+ .col-md-pull-1 {
+ right: 8.33333333%;
+ }
+ .col-md-pull-0 {
+ right: auto;
+ }
+ .col-md-push-12 {
+ left: 100%;
+ }
+ .col-md-push-11 {
+ left: 91.66666667%;
+ }
+ .col-md-push-10 {
+ left: 83.33333333%;
+ }
+ .col-md-push-9 {
+ left: 75%;
+ }
+ .col-md-push-8 {
+ left: 66.66666667%;
+ }
+ .col-md-push-7 {
+ left: 58.33333333%;
+ }
+ .col-md-push-6 {
+ left: 50%;
+ }
+ .col-md-push-5 {
+ left: 41.66666667%;
+ }
+ .col-md-push-4 {
+ left: 33.33333333%;
+ }
+ .col-md-push-3 {
+ left: 25%;
+ }
+ .col-md-push-2 {
+ left: 16.66666667%;
+ }
+ .col-md-push-1 {
+ left: 8.33333333%;
+ }
+ .col-md-push-0 {
+ left: auto;
+ }
+ .col-md-offset-12 {
+ margin-left: 100%;
+ }
+ .col-md-offset-11 {
+ margin-left: 91.66666667%;
+ }
+ .col-md-offset-10 {
+ margin-left: 83.33333333%;
+ }
+ .col-md-offset-9 {
+ margin-left: 75%;
+ }
+ .col-md-offset-8 {
+ margin-left: 66.66666667%;
+ }
+ .col-md-offset-7 {
+ margin-left: 58.33333333%;
+ }
+ .col-md-offset-6 {
+ margin-left: 50%;
+ }
+ .col-md-offset-5 {
+ margin-left: 41.66666667%;
+ }
+ .col-md-offset-4 {
+ margin-left: 33.33333333%;
+ }
+ .col-md-offset-3 {
+ margin-left: 25%;
+ }
+ .col-md-offset-2 {
+ margin-left: 16.66666667%;
+ }
+ .col-md-offset-1 {
+ margin-left: 8.33333333%;
+ }
+ .col-md-offset-0 {
+ margin-left: 0%;
+ }
+}
+@media (min-width: 1200px) {
+ .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
+ float: left;
+ }
+ .col-lg-12 {
+ width: 100%;
+ }
+ .col-lg-11 {
+ width: 91.66666667%;
+ }
+ .col-lg-10 {
+ width: 83.33333333%;
+ }
+ .col-lg-9 {
+ width: 75%;
+ }
+ .col-lg-8 {
+ width: 66.66666667%;
+ }
+ .col-lg-7 {
+ width: 58.33333333%;
+ }
+ .col-lg-6 {
+ width: 50%;
+ }
+ .col-lg-5 {
+ width: 41.66666667%;
+ }
+ .col-lg-4 {
+ width: 33.33333333%;
+ }
+ .col-lg-3 {
+ width: 25%;
+ }
+ .col-lg-2 {
+ width: 16.66666667%;
+ }
+ .col-lg-1 {
+ width: 8.33333333%;
+ }
+ .col-lg-pull-12 {
+ right: 100%;
+ }
+ .col-lg-pull-11 {
+ right: 91.66666667%;
+ }
+ .col-lg-pull-10 {
+ right: 83.33333333%;
+ }
+ .col-lg-pull-9 {
+ right: 75%;
+ }
+ .col-lg-pull-8 {
+ right: 66.66666667%;
+ }
+ .col-lg-pull-7 {
+ right: 58.33333333%;
+ }
+ .col-lg-pull-6 {
+ right: 50%;
+ }
+ .col-lg-pull-5 {
+ right: 41.66666667%;
+ }
+ .col-lg-pull-4 {
+ right: 33.33333333%;
+ }
+ .col-lg-pull-3 {
+ right: 25%;
+ }
+ .col-lg-pull-2 {
+ right: 16.66666667%;
+ }
+ .col-lg-pull-1 {
+ right: 8.33333333%;
+ }
+ .col-lg-pull-0 {
+ right: auto;
+ }
+ .col-lg-push-12 {
+ left: 100%;
+ }
+ .col-lg-push-11 {
+ left: 91.66666667%;
+ }
+ .col-lg-push-10 {
+ left: 83.33333333%;
+ }
+ .col-lg-push-9 {
+ left: 75%;
+ }
+ .col-lg-push-8 {
+ left: 66.66666667%;
+ }
+ .col-lg-push-7 {
+ left: 58.33333333%;
+ }
+ .col-lg-push-6 {
+ left: 50%;
+ }
+ .col-lg-push-5 {
+ left: 41.66666667%;
+ }
+ .col-lg-push-4 {
+ left: 33.33333333%;
+ }
+ .col-lg-push-3 {
+ left: 25%;
+ }
+ .col-lg-push-2 {
+ left: 16.66666667%;
+ }
+ .col-lg-push-1 {
+ left: 8.33333333%;
+ }
+ .col-lg-push-0 {
+ left: auto;
+ }
+ .col-lg-offset-12 {
+ margin-left: 100%;
+ }
+ .col-lg-offset-11 {
+ margin-left: 91.66666667%;
+ }
+ .col-lg-offset-10 {
+ margin-left: 83.33333333%;
+ }
+ .col-lg-offset-9 {
+ margin-left: 75%;
+ }
+ .col-lg-offset-8 {
+ margin-left: 66.66666667%;
+ }
+ .col-lg-offset-7 {
+ margin-left: 58.33333333%;
+ }
+ .col-lg-offset-6 {
+ margin-left: 50%;
+ }
+ .col-lg-offset-5 {
+ margin-left: 41.66666667%;
+ }
+ .col-lg-offset-4 {
+ margin-left: 33.33333333%;
+ }
+ .col-lg-offset-3 {
+ margin-left: 25%;
+ }
+ .col-lg-offset-2 {
+ margin-left: 16.66666667%;
+ }
+ .col-lg-offset-1 {
+ margin-left: 8.33333333%;
+ }
+ .col-lg-offset-0 {
+ margin-left: 0%;
+ }
+}
+table {
+ background-color: transparent;
+}
+caption {
+ padding-top: 8px;
+ padding-bottom: 8px;
+ color: #777777;
+ text-align: left;
+}
+th {
+ text-align: left;
+}
+.table {
+ width: 100%;
+ max-width: 100%;
+ margin-bottom: 18px;
+}
+.table > thead > tr > th,
+.table > tbody > tr > th,
+.table > tfoot > tr > th,
+.table > thead > tr > td,
+.table > tbody > tr > td,
+.table > tfoot > tr > td {
+ padding: 8px;
+ line-height: 1.42857143;
+ vertical-align: top;
+ border-top: 1px solid #ddd;
+}
+.table > thead > tr > th {
+ vertical-align: bottom;
+ border-bottom: 2px solid #ddd;
+}
+.table > caption + thead > tr:first-child > th,
+.table > colgroup + thead > tr:first-child > th,
+.table > thead:first-child > tr:first-child > th,
+.table > caption + thead > tr:first-child > td,
+.table > colgroup + thead > tr:first-child > td,
+.table > thead:first-child > tr:first-child > td {
+ border-top: 0;
+}
+.table > tbody + tbody {
+ border-top: 2px solid #ddd;
+}
+.table .table {
+ background-color: #fff;
+}
+.table-condensed > thead > tr > th,
+.table-condensed > tbody > tr > th,
+.table-condensed > tfoot > tr > th,
+.table-condensed > thead > tr > td,
+.table-condensed > tbody > tr > td,
+.table-condensed > tfoot > tr > td {
+ padding: 5px;
+}
+.table-bordered {
+ border: 1px solid #ddd;
+}
+.table-bordered > thead > tr > th,
+.table-bordered > tbody > tr > th,
+.table-bordered > tfoot > tr > th,
+.table-bordered > thead > tr > td,
+.table-bordered > tbody > tr > td,
+.table-bordered > tfoot > tr > td {
+ border: 1px solid #ddd;
+}
+.table-bordered > thead > tr > th,
+.table-bordered > thead > tr > td {
+ border-bottom-width: 2px;
+}
+.table-striped > tbody > tr:nth-of-type(odd) {
+ background-color: #f9f9f9;
+}
+.table-hover > tbody > tr:hover {
+ background-color: #f5f5f5;
+}
+table col[class*="col-"] {
+ position: static;
+ float: none;
+ display: table-column;
+}
+table td[class*="col-"],
+table th[class*="col-"] {
+ position: static;
+ float: none;
+ display: table-cell;
+}
+.table > thead > tr > td.active,
+.table > tbody > tr > td.active,
+.table > tfoot > tr > td.active,
+.table > thead > tr > th.active,
+.table > tbody > tr > th.active,
+.table > tfoot > tr > th.active,
+.table > thead > tr.active > td,
+.table > tbody > tr.active > td,
+.table > tfoot > tr.active > td,
+.table > thead > tr.active > th,
+.table > tbody > tr.active > th,
+.table > tfoot > tr.active > th {
+ background-color: #f5f5f5;
+}
+.table-hover > tbody > tr > td.active:hover,
+.table-hover > tbody > tr > th.active:hover,
+.table-hover > tbody > tr.active:hover > td,
+.table-hover > tbody > tr:hover > .active,
+.table-hover > tbody > tr.active:hover > th {
+ background-color: #e8e8e8;
+}
+.table > thead > tr > td.success,
+.table > tbody > tr > td.success,
+.table > tfoot > tr > td.success,
+.table > thead > tr > th.success,
+.table > tbody > tr > th.success,
+.table > tfoot > tr > th.success,
+.table > thead > tr.success > td,
+.table > tbody > tr.success > td,
+.table > tfoot > tr.success > td,
+.table > thead > tr.success > th,
+.table > tbody > tr.success > th,
+.table > tfoot > tr.success > th {
+ background-color: #dff0d8;
+}
+.table-hover > tbody > tr > td.success:hover,
+.table-hover > tbody > tr > th.success:hover,
+.table-hover > tbody > tr.success:hover > td,
+.table-hover > tbody > tr:hover > .success,
+.table-hover > tbody > tr.success:hover > th {
+ background-color: #d0e9c6;
+}
+.table > thead > tr > td.info,
+.table > tbody > tr > td.info,
+.table > tfoot > tr > td.info,
+.table > thead > tr > th.info,
+.table > tbody > tr > th.info,
+.table > tfoot > tr > th.info,
+.table > thead > tr.info > td,
+.table > tbody > tr.info > td,
+.table > tfoot > tr.info > td,
+.table > thead > tr.info > th,
+.table > tbody > tr.info > th,
+.table > tfoot > tr.info > th {
+ background-color: #d9edf7;
+}
+.table-hover > tbody > tr > td.info:hover,
+.table-hover > tbody > tr > th.info:hover,
+.table-hover > tbody > tr.info:hover > td,
+.table-hover > tbody > tr:hover > .info,
+.table-hover > tbody > tr.info:hover > th {
+ background-color: #c4e3f3;
+}
+.table > thead > tr > td.warning,
+.table > tbody > tr > td.warning,
+.table > tfoot > tr > td.warning,
+.table > thead > tr > th.warning,
+.table > tbody > tr > th.warning,
+.table > tfoot > tr > th.warning,
+.table > thead > tr.warning > td,
+.table > tbody > tr.warning > td,
+.table > tfoot > tr.warning > td,
+.table > thead > tr.warning > th,
+.table > tbody > tr.warning > th,
+.table > tfoot > tr.warning > th {
+ background-color: #fcf8e3;
+}
+.table-hover > tbody > tr > td.warning:hover,
+.table-hover > tbody > tr > th.warning:hover,
+.table-hover > tbody > tr.warning:hover > td,
+.table-hover > tbody > tr:hover > .warning,
+.table-hover > tbody > tr.warning:hover > th {
+ background-color: #faf2cc;
+}
+.table > thead > tr > td.danger,
+.table > tbody > tr > td.danger,
+.table > tfoot > tr > td.danger,
+.table > thead > tr > th.danger,
+.table > tbody > tr > th.danger,
+.table > tfoot > tr > th.danger,
+.table > thead > tr.danger > td,
+.table > tbody > tr.danger > td,
+.table > tfoot > tr.danger > td,
+.table > thead > tr.danger > th,
+.table > tbody > tr.danger > th,
+.table > tfoot > tr.danger > th {
+ background-color: #f2dede;
+}
+.table-hover > tbody > tr > td.danger:hover,
+.table-hover > tbody > tr > th.danger:hover,
+.table-hover > tbody > tr.danger:hover > td,
+.table-hover > tbody > tr:hover > .danger,
+.table-hover > tbody > tr.danger:hover > th {
+ background-color: #ebcccc;
+}
+.table-responsive {
+ overflow-x: auto;
+ min-height: 0.01%;
+}
+@media screen and (max-width: 767px) {
+ .table-responsive {
+ width: 100%;
+ margin-bottom: 13.5px;
+ overflow-y: hidden;
+ -ms-overflow-style: -ms-autohiding-scrollbar;
+ border: 1px solid #ddd;
+ }
+ .table-responsive > .table {
+ margin-bottom: 0;
+ }
+ .table-responsive > .table > thead > tr > th,
+ .table-responsive > .table > tbody > tr > th,
+ .table-responsive > .table > tfoot > tr > th,
+ .table-responsive > .table > thead > tr > td,
+ .table-responsive > .table > tbody > tr > td,
+ .table-responsive > .table > tfoot > tr > td {
+ white-space: nowrap;
+ }
+ .table-responsive > .table-bordered {
+ border: 0;
+ }
+ .table-responsive > .table-bordered > thead > tr > th:first-child,
+ .table-responsive > .table-bordered > tbody > tr > th:first-child,
+ .table-responsive > .table-bordered > tfoot > tr > th:first-child,
+ .table-responsive > .table-bordered > thead > tr > td:first-child,
+ .table-responsive > .table-bordered > tbody > tr > td:first-child,
+ .table-responsive > .table-bordered > tfoot > tr > td:first-child {
+ border-left: 0;
+ }
+ .table-responsive > .table-bordered > thead > tr > th:last-child,
+ .table-responsive > .table-bordered > tbody > tr > th:last-child,
+ .table-responsive > .table-bordered > tfoot > tr > th:last-child,
+ .table-responsive > .table-bordered > thead > tr > td:last-child,
+ .table-responsive > .table-bordered > tbody > tr > td:last-child,
+ .table-responsive > .table-bordered > tfoot > tr > td:last-child {
+ border-right: 0;
+ }
+ .table-responsive > .table-bordered > tbody > tr:last-child > th,
+ .table-responsive > .table-bordered > tfoot > tr:last-child > th,
+ .table-responsive > .table-bordered > tbody > tr:last-child > td,
+ .table-responsive > .table-bordered > tfoot > tr:last-child > td {
+ border-bottom: 0;
+ }
+}
+fieldset {
+ padding: 0;
+ margin: 0;
+ border: 0;
+ min-width: 0;
+}
+legend {
+ display: block;
+ width: 100%;
+ padding: 0;
+ margin-bottom: 18px;
+ font-size: 19.5px;
+ line-height: inherit;
+ color: #333333;
+ border: 0;
+ border-bottom: 1px solid #e5e5e5;
+}
+label {
+ display: inline-block;
+ max-width: 100%;
+ margin-bottom: 5px;
+ font-weight: bold;
+}
+input[type="search"] {
+ -webkit-box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ box-sizing: border-box;
+}
+input[type="radio"],
+input[type="checkbox"] {
+ margin: 4px 0 0;
+ margin-top: 1px \9;
+ line-height: normal;
+}
+input[type="file"] {
+ display: block;
+}
+input[type="range"] {
+ display: block;
+ width: 100%;
+}
+select[multiple],
+select[size] {
+ height: auto;
+}
+input[type="file"]:focus,
+input[type="radio"]:focus,
+input[type="checkbox"]:focus {
+ outline: 5px auto -webkit-focus-ring-color;
+ outline-offset: -2px;
+}
+output {
+ display: block;
+ padding-top: 7px;
+ font-size: 13px;
+ line-height: 1.42857143;
+ color: #555555;
+}
+.form-control {
+ display: block;
+ width: 100%;
+ height: 32px;
+ padding: 6px 12px;
+ font-size: 13px;
+ line-height: 1.42857143;
+ color: #555555;
+ background-color: #fff;
+ background-image: none;
+ border: 1px solid #ccc;
+ border-radius: 2px;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+ -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+ transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+}
+.form-control:focus {
+ border-color: #66afe9;
+ outline: 0;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
+ box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
+}
+.form-control::-moz-placeholder {
+ color: #999;
+ opacity: 1;
+}
+.form-control:-ms-input-placeholder {
+ color: #999;
+}
+.form-control::-webkit-input-placeholder {
+ color: #999;
+}
+.form-control::-ms-expand {
+ border: 0;
+ background-color: transparent;
+}
+.form-control[disabled],
+.form-control[readonly],
+fieldset[disabled] .form-control {
+ background-color: #eeeeee;
+ opacity: 1;
+}
+.form-control[disabled],
+fieldset[disabled] .form-control {
+ cursor: not-allowed;
+}
+textarea.form-control {
+ height: auto;
+}
+input[type="search"] {
+ -webkit-appearance: none;
+}
+@media screen and (-webkit-min-device-pixel-ratio: 0) {
+ input[type="date"].form-control,
+ input[type="time"].form-control,
+ input[type="datetime-local"].form-control,
+ input[type="month"].form-control {
+ line-height: 32px;
+ }
+ input[type="date"].input-sm,
+ input[type="time"].input-sm,
+ input[type="datetime-local"].input-sm,
+ input[type="month"].input-sm,
+ .input-group-sm input[type="date"],
+ .input-group-sm input[type="time"],
+ .input-group-sm input[type="datetime-local"],
+ .input-group-sm input[type="month"] {
+ line-height: 30px;
+ }
+ input[type="date"].input-lg,
+ input[type="time"].input-lg,
+ input[type="datetime-local"].input-lg,
+ input[type="month"].input-lg,
+ .input-group-lg input[type="date"],
+ .input-group-lg input[type="time"],
+ .input-group-lg input[type="datetime-local"],
+ .input-group-lg input[type="month"] {
+ line-height: 45px;
+ }
+}
+.form-group {
+ margin-bottom: 15px;
+}
+.radio,
+.checkbox {
+ position: relative;
+ display: block;
+ margin-top: 10px;
+ margin-bottom: 10px;
+}
+.radio label,
+.checkbox label {
+ min-height: 18px;
+ padding-left: 20px;
+ margin-bottom: 0;
+ font-weight: normal;
+ cursor: pointer;
+}
+.radio input[type="radio"],
+.radio-inline input[type="radio"],
+.checkbox input[type="checkbox"],
+.checkbox-inline input[type="checkbox"] {
+ position: absolute;
+ margin-left: -20px;
+ margin-top: 4px \9;
+}
+.radio + .radio,
+.checkbox + .checkbox {
+ margin-top: -5px;
+}
+.radio-inline,
+.checkbox-inline {
+ position: relative;
+ display: inline-block;
+ padding-left: 20px;
+ margin-bottom: 0;
+ vertical-align: middle;
+ font-weight: normal;
+ cursor: pointer;
+}
+.radio-inline + .radio-inline,
+.checkbox-inline + .checkbox-inline {
+ margin-top: 0;
+ margin-left: 10px;
+}
+input[type="radio"][disabled],
+input[type="checkbox"][disabled],
+input[type="radio"].disabled,
+input[type="checkbox"].disabled,
+fieldset[disabled] input[type="radio"],
+fieldset[disabled] input[type="checkbox"] {
+ cursor: not-allowed;
+}
+.radio-inline.disabled,
+.checkbox-inline.disabled,
+fieldset[disabled] .radio-inline,
+fieldset[disabled] .checkbox-inline {
+ cursor: not-allowed;
+}
+.radio.disabled label,
+.checkbox.disabled label,
+fieldset[disabled] .radio label,
+fieldset[disabled] .checkbox label {
+ cursor: not-allowed;
+}
+.form-control-static {
+ padding-top: 7px;
+ padding-bottom: 7px;
+ margin-bottom: 0;
+ min-height: 31px;
+}
+.form-control-static.input-lg,
+.form-control-static.input-sm {
+ padding-left: 0;
+ padding-right: 0;
+}
+.input-sm {
+ height: 30px;
+ padding: 5px 10px;
+ font-size: 12px;
+ line-height: 1.5;
+ border-radius: 1px;
+}
+select.input-sm {
+ height: 30px;
+ line-height: 30px;
+}
+textarea.input-sm,
+select[multiple].input-sm {
+ height: auto;
+}
+.form-group-sm .form-control {
+ height: 30px;
+ padding: 5px 10px;
+ font-size: 12px;
+ line-height: 1.5;
+ border-radius: 1px;
+}
+.form-group-sm select.form-control {
+ height: 30px;
+ line-height: 30px;
+}
+.form-group-sm textarea.form-control,
+.form-group-sm select[multiple].form-control {
+ height: auto;
+}
+.form-group-sm .form-control-static {
+ height: 30px;
+ min-height: 30px;
+ padding: 6px 10px;
+ font-size: 12px;
+ line-height: 1.5;
+}
+.input-lg {
+ height: 45px;
+ padding: 10px 16px;
+ font-size: 17px;
+ line-height: 1.3333333;
+ border-radius: 3px;
+}
+select.input-lg {
+ height: 45px;
+ line-height: 45px;
+}
+textarea.input-lg,
+select[multiple].input-lg {
+ height: auto;
+}
+.form-group-lg .form-control {
+ height: 45px;
+ padding: 10px 16px;
+ font-size: 17px;
+ line-height: 1.3333333;
+ border-radius: 3px;
+}
+.form-group-lg select.form-control {
+ height: 45px;
+ line-height: 45px;
+}
+.form-group-lg textarea.form-control,
+.form-group-lg select[multiple].form-control {
+ height: auto;
+}
+.form-group-lg .form-control-static {
+ height: 45px;
+ min-height: 35px;
+ padding: 11px 16px;
+ font-size: 17px;
+ line-height: 1.3333333;
+}
+.has-feedback {
+ position: relative;
+}
+.has-feedback .form-control {
+ padding-right: 40px;
+}
+.form-control-feedback {
+ position: absolute;
+ top: 0;
+ right: 0;
+ z-index: 2;
+ display: block;
+ width: 32px;
+ height: 32px;
+ line-height: 32px;
+ text-align: center;
+ pointer-events: none;
+}
+.input-lg + .form-control-feedback,
+.input-group-lg + .form-control-feedback,
+.form-group-lg .form-control + .form-control-feedback {
+ width: 45px;
+ height: 45px;
+ line-height: 45px;
+}
+.input-sm + .form-control-feedback,
+.input-group-sm + .form-control-feedback,
+.form-group-sm .form-control + .form-control-feedback {
+ width: 30px;
+ height: 30px;
+ line-height: 30px;
+}
+.has-success .help-block,
+.has-success .control-label,
+.has-success .radio,
+.has-success .checkbox,
+.has-success .radio-inline,
+.has-success .checkbox-inline,
+.has-success.radio label,
+.has-success.checkbox label,
+.has-success.radio-inline label,
+.has-success.checkbox-inline label {
+ color: #3c763d;
+}
+.has-success .form-control {
+ border-color: #3c763d;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+}
+.has-success .form-control:focus {
+ border-color: #2b542c;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
+}
+.has-success .input-group-addon {
+ color: #3c763d;
+ border-color: #3c763d;
+ background-color: #dff0d8;
+}
+.has-success .form-control-feedback {
+ color: #3c763d;
+}
+.has-warning .help-block,
+.has-warning .control-label,
+.has-warning .radio,
+.has-warning .checkbox,
+.has-warning .radio-inline,
+.has-warning .checkbox-inline,
+.has-warning.radio label,
+.has-warning.checkbox label,
+.has-warning.radio-inline label,
+.has-warning.checkbox-inline label {
+ color: #8a6d3b;
+}
+.has-warning .form-control {
+ border-color: #8a6d3b;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+}
+.has-warning .form-control:focus {
+ border-color: #66512c;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
+}
+.has-warning .input-group-addon {
+ color: #8a6d3b;
+ border-color: #8a6d3b;
+ background-color: #fcf8e3;
+}
+.has-warning .form-control-feedback {
+ color: #8a6d3b;
+}
+.has-error .help-block,
+.has-error .control-label,
+.has-error .radio,
+.has-error .checkbox,
+.has-error .radio-inline,
+.has-error .checkbox-inline,
+.has-error.radio label,
+.has-error.checkbox label,
+.has-error.radio-inline label,
+.has-error.checkbox-inline label {
+ color: #a94442;
+}
+.has-error .form-control {
+ border-color: #a94442;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+}
+.has-error .form-control:focus {
+ border-color: #843534;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
+}
+.has-error .input-group-addon {
+ color: #a94442;
+ border-color: #a94442;
+ background-color: #f2dede;
+}
+.has-error .form-control-feedback {
+ color: #a94442;
+}
+.has-feedback label ~ .form-control-feedback {
+ top: 23px;
+}
+.has-feedback label.sr-only ~ .form-control-feedback {
+ top: 0;
+}
+.help-block {
+ display: block;
+ margin-top: 5px;
+ margin-bottom: 10px;
+ color: #404040;
+}
+@media (min-width: 768px) {
+ .form-inline .form-group {
+ display: inline-block;
+ margin-bottom: 0;
+ vertical-align: middle;
+ }
+ .form-inline .form-control {
+ display: inline-block;
+ width: auto;
+ vertical-align: middle;
+ }
+ .form-inline .form-control-static {
+ display: inline-block;
+ }
+ .form-inline .input-group {
+ display: inline-table;
+ vertical-align: middle;
+ }
+ .form-inline .input-group .input-group-addon,
+ .form-inline .input-group .input-group-btn,
+ .form-inline .input-group .form-control {
+ width: auto;
+ }
+ .form-inline .input-group > .form-control {
+ width: 100%;
+ }
+ .form-inline .control-label {
+ margin-bottom: 0;
+ vertical-align: middle;
+ }
+ .form-inline .radio,
+ .form-inline .checkbox {
+ display: inline-block;
+ margin-top: 0;
+ margin-bottom: 0;
+ vertical-align: middle;
+ }
+ .form-inline .radio label,
+ .form-inline .checkbox label {
+ padding-left: 0;
+ }
+ .form-inline .radio input[type="radio"],
+ .form-inline .checkbox input[type="checkbox"] {
+ position: relative;
+ margin-left: 0;
+ }
+ .form-inline .has-feedback .form-control-feedback {
+ top: 0;
+ }
+}
+.form-horizontal .radio,
+.form-horizontal .checkbox,
+.form-horizontal .radio-inline,
+.form-horizontal .checkbox-inline {
+ margin-top: 0;
+ margin-bottom: 0;
+ padding-top: 7px;
+}
+.form-horizontal .radio,
+.form-horizontal .checkbox {
+ min-height: 25px;
+}
+.form-horizontal .form-group {
+ margin-left: 0px;
+ margin-right: 0px;
+}
+@media (min-width: 768px) {
+ .form-horizontal .control-label {
+ text-align: right;
+ margin-bottom: 0;
+ padding-top: 7px;
+ }
+}
+.form-horizontal .has-feedback .form-control-feedback {
+ right: 0px;
+}
+@media (min-width: 768px) {
+ .form-horizontal .form-group-lg .control-label {
+ padding-top: 11px;
+ font-size: 17px;
+ }
+}
+@media (min-width: 768px) {
+ .form-horizontal .form-group-sm .control-label {
+ padding-top: 6px;
+ font-size: 12px;
+ }
+}
+.btn {
+ display: inline-block;
+ margin-bottom: 0;
+ font-weight: normal;
+ text-align: center;
+ vertical-align: middle;
+ touch-action: manipulation;
+ cursor: pointer;
+ background-image: none;
+ border: 1px solid transparent;
+ white-space: nowrap;
+ padding: 6px 12px;
+ font-size: 13px;
+ line-height: 1.42857143;
+ border-radius: 2px;
+ -webkit-user-select: none;
+ -moz-user-select: none;
+ -ms-user-select: none;
+ user-select: none;
+}
+.btn:focus,
+.btn:active:focus,
+.btn.active:focus,
+.btn.focus,
+.btn:active.focus,
+.btn.active.focus {
+ outline: 5px auto -webkit-focus-ring-color;
+ outline-offset: -2px;
+}
+.btn:hover,
+.btn:focus,
+.btn.focus {
+ color: #333;
+ text-decoration: none;
+}
+.btn:active,
+.btn.active {
+ outline: 0;
+ background-image: none;
+ -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
+ box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
+}
+.btn.disabled,
+.btn[disabled],
+fieldset[disabled] .btn {
+ cursor: not-allowed;
+ opacity: 0.65;
+ filter: alpha(opacity=65);
+ -webkit-box-shadow: none;
+ box-shadow: none;
+}
+a.btn.disabled,
+fieldset[disabled] a.btn {
+ pointer-events: none;
+}
+.btn-default {
+ color: #333;
+ background-color: #fff;
+ border-color: #ccc;
+}
+.btn-default:focus,
+.btn-default.focus {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #8c8c8c;
+}
+.btn-default:hover {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #adadad;
+}
+.btn-default:active,
+.btn-default.active,
+.open > .dropdown-toggle.btn-default {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #adadad;
+}
+.btn-default:active:hover,
+.btn-default.active:hover,
+.open > .dropdown-toggle.btn-default:hover,
+.btn-default:active:focus,
+.btn-default.active:focus,
+.open > .dropdown-toggle.btn-default:focus,
+.btn-default:active.focus,
+.btn-default.active.focus,
+.open > .dropdown-toggle.btn-default.focus {
+ color: #333;
+ background-color: #d4d4d4;
+ border-color: #8c8c8c;
+}
+.btn-default:active,
+.btn-default.active,
+.open > .dropdown-toggle.btn-default {
+ background-image: none;
+}
+.btn-default.disabled:hover,
+.btn-default[disabled]:hover,
+fieldset[disabled] .btn-default:hover,
+.btn-default.disabled:focus,
+.btn-default[disabled]:focus,
+fieldset[disabled] .btn-default:focus,
+.btn-default.disabled.focus,
+.btn-default[disabled].focus,
+fieldset[disabled] .btn-default.focus {
+ background-color: #fff;
+ border-color: #ccc;
+}
+.btn-default .badge {
+ color: #fff;
+ background-color: #333;
+}
+.btn-primary {
+ color: #fff;
+ background-color: #337ab7;
+ border-color: #2e6da4;
+}
+.btn-primary:focus,
+.btn-primary.focus {
+ color: #fff;
+ background-color: #286090;
+ border-color: #122b40;
+}
+.btn-primary:hover {
+ color: #fff;
+ background-color: #286090;
+ border-color: #204d74;
+}
+.btn-primary:active,
+.btn-primary.active,
+.open > .dropdown-toggle.btn-primary {
+ color: #fff;
+ background-color: #286090;
+ border-color: #204d74;
+}
+.btn-primary:active:hover,
+.btn-primary.active:hover,
+.open > .dropdown-toggle.btn-primary:hover,
+.btn-primary:active:focus,
+.btn-primary.active:focus,
+.open > .dropdown-toggle.btn-primary:focus,
+.btn-primary:active.focus,
+.btn-primary.active.focus,
+.open > .dropdown-toggle.btn-primary.focus {
+ color: #fff;
+ background-color: #204d74;
+ border-color: #122b40;
+}
+.btn-primary:active,
+.btn-primary.active,
+.open > .dropdown-toggle.btn-primary {
+ background-image: none;
+}
+.btn-primary.disabled:hover,
+.btn-primary[disabled]:hover,
+fieldset[disabled] .btn-primary:hover,
+.btn-primary.disabled:focus,
+.btn-primary[disabled]:focus,
+fieldset[disabled] .btn-primary:focus,
+.btn-primary.disabled.focus,
+.btn-primary[disabled].focus,
+fieldset[disabled] .btn-primary.focus {
+ background-color: #337ab7;
+ border-color: #2e6da4;
+}
+.btn-primary .badge {
+ color: #337ab7;
+ background-color: #fff;
+}
+.btn-success {
+ color: #fff;
+ background-color: #5cb85c;
+ border-color: #4cae4c;
+}
+.btn-success:focus,
+.btn-success.focus {
+ color: #fff;
+ background-color: #449d44;
+ border-color: #255625;
+}
+.btn-success:hover {
+ color: #fff;
+ background-color: #449d44;
+ border-color: #398439;
+}
+.btn-success:active,
+.btn-success.active,
+.open > .dropdown-toggle.btn-success {
+ color: #fff;
+ background-color: #449d44;
+ border-color: #398439;
+}
+.btn-success:active:hover,
+.btn-success.active:hover,
+.open > .dropdown-toggle.btn-success:hover,
+.btn-success:active:focus,
+.btn-success.active:focus,
+.open > .dropdown-toggle.btn-success:focus,
+.btn-success:active.focus,
+.btn-success.active.focus,
+.open > .dropdown-toggle.btn-success.focus {
+ color: #fff;
+ background-color: #398439;
+ border-color: #255625;
+}
+.btn-success:active,
+.btn-success.active,
+.open > .dropdown-toggle.btn-success {
+ background-image: none;
+}
+.btn-success.disabled:hover,
+.btn-success[disabled]:hover,
+fieldset[disabled] .btn-success:hover,
+.btn-success.disabled:focus,
+.btn-success[disabled]:focus,
+fieldset[disabled] .btn-success:focus,
+.btn-success.disabled.focus,
+.btn-success[disabled].focus,
+fieldset[disabled] .btn-success.focus {
+ background-color: #5cb85c;
+ border-color: #4cae4c;
+}
+.btn-success .badge {
+ color: #5cb85c;
+ background-color: #fff;
+}
+.btn-info {
+ color: #fff;
+ background-color: #5bc0de;
+ border-color: #46b8da;
+}
+.btn-info:focus,
+.btn-info.focus {
+ color: #fff;
+ background-color: #31b0d5;
+ border-color: #1b6d85;
+}
+.btn-info:hover {
+ color: #fff;
+ background-color: #31b0d5;
+ border-color: #269abc;
+}
+.btn-info:active,
+.btn-info.active,
+.open > .dropdown-toggle.btn-info {
+ color: #fff;
+ background-color: #31b0d5;
+ border-color: #269abc;
+}
+.btn-info:active:hover,
+.btn-info.active:hover,
+.open > .dropdown-toggle.btn-info:hover,
+.btn-info:active:focus,
+.btn-info.active:focus,
+.open > .dropdown-toggle.btn-info:focus,
+.btn-info:active.focus,
+.btn-info.active.focus,
+.open > .dropdown-toggle.btn-info.focus {
+ color: #fff;
+ background-color: #269abc;
+ border-color: #1b6d85;
+}
+.btn-info:active,
+.btn-info.active,
+.open > .dropdown-toggle.btn-info {
+ background-image: none;
+}
+.btn-info.disabled:hover,
+.btn-info[disabled]:hover,
+fieldset[disabled] .btn-info:hover,
+.btn-info.disabled:focus,
+.btn-info[disabled]:focus,
+fieldset[disabled] .btn-info:focus,
+.btn-info.disabled.focus,
+.btn-info[disabled].focus,
+fieldset[disabled] .btn-info.focus {
+ background-color: #5bc0de;
+ border-color: #46b8da;
+}
+.btn-info .badge {
+ color: #5bc0de;
+ background-color: #fff;
+}
+.btn-warning {
+ color: #fff;
+ background-color: #f0ad4e;
+ border-color: #eea236;
+}
+.btn-warning:focus,
+.btn-warning.focus {
+ color: #fff;
+ background-color: #ec971f;
+ border-color: #985f0d;
+}
+.btn-warning:hover {
+ color: #fff;
+ background-color: #ec971f;
+ border-color: #d58512;
+}
+.btn-warning:active,
+.btn-warning.active,
+.open > .dropdown-toggle.btn-warning {
+ color: #fff;
+ background-color: #ec971f;
+ border-color: #d58512;
+}
+.btn-warning:active:hover,
+.btn-warning.active:hover,
+.open > .dropdown-toggle.btn-warning:hover,
+.btn-warning:active:focus,
+.btn-warning.active:focus,
+.open > .dropdown-toggle.btn-warning:focus,
+.btn-warning:active.focus,
+.btn-warning.active.focus,
+.open > .dropdown-toggle.btn-warning.focus {
+ color: #fff;
+ background-color: #d58512;
+ border-color: #985f0d;
+}
+.btn-warning:active,
+.btn-warning.active,
+.open > .dropdown-toggle.btn-warning {
+ background-image: none;
+}
+.btn-warning.disabled:hover,
+.btn-warning[disabled]:hover,
+fieldset[disabled] .btn-warning:hover,
+.btn-warning.disabled:focus,
+.btn-warning[disabled]:focus,
+fieldset[disabled] .btn-warning:focus,
+.btn-warning.disabled.focus,
+.btn-warning[disabled].focus,
+fieldset[disabled] .btn-warning.focus {
+ background-color: #f0ad4e;
+ border-color: #eea236;
+}
+.btn-warning .badge {
+ color: #f0ad4e;
+ background-color: #fff;
+}
+.btn-danger {
+ color: #fff;
+ background-color: #d9534f;
+ border-color: #d43f3a;
+}
+.btn-danger:focus,
+.btn-danger.focus {
+ color: #fff;
+ background-color: #c9302c;
+ border-color: #761c19;
+}
+.btn-danger:hover {
+ color: #fff;
+ background-color: #c9302c;
+ border-color: #ac2925;
+}
+.btn-danger:active,
+.btn-danger.active,
+.open > .dropdown-toggle.btn-danger {
+ color: #fff;
+ background-color: #c9302c;
+ border-color: #ac2925;
+}
+.btn-danger:active:hover,
+.btn-danger.active:hover,
+.open > .dropdown-toggle.btn-danger:hover,
+.btn-danger:active:focus,
+.btn-danger.active:focus,
+.open > .dropdown-toggle.btn-danger:focus,
+.btn-danger:active.focus,
+.btn-danger.active.focus,
+.open > .dropdown-toggle.btn-danger.focus {
+ color: #fff;
+ background-color: #ac2925;
+ border-color: #761c19;
+}
+.btn-danger:active,
+.btn-danger.active,
+.open > .dropdown-toggle.btn-danger {
+ background-image: none;
+}
+.btn-danger.disabled:hover,
+.btn-danger[disabled]:hover,
+fieldset[disabled] .btn-danger:hover,
+.btn-danger.disabled:focus,
+.btn-danger[disabled]:focus,
+fieldset[disabled] .btn-danger:focus,
+.btn-danger.disabled.focus,
+.btn-danger[disabled].focus,
+fieldset[disabled] .btn-danger.focus {
+ background-color: #d9534f;
+ border-color: #d43f3a;
+}
+.btn-danger .badge {
+ color: #d9534f;
+ background-color: #fff;
+}
+.btn-link {
+ color: #337ab7;
+ font-weight: normal;
+ border-radius: 0;
+}
+.btn-link,
+.btn-link:active,
+.btn-link.active,
+.btn-link[disabled],
+fieldset[disabled] .btn-link {
+ background-color: transparent;
+ -webkit-box-shadow: none;
+ box-shadow: none;
+}
+.btn-link,
+.btn-link:hover,
+.btn-link:focus,
+.btn-link:active {
+ border-color: transparent;
+}
+.btn-link:hover,
+.btn-link:focus {
+ color: #23527c;
+ text-decoration: underline;
+ background-color: transparent;
+}
+.btn-link[disabled]:hover,
+fieldset[disabled] .btn-link:hover,
+.btn-link[disabled]:focus,
+fieldset[disabled] .btn-link:focus {
+ color: #777777;
+ text-decoration: none;
+}
+.btn-lg,
+.btn-group-lg > .btn {
+ padding: 10px 16px;
+ font-size: 17px;
+ line-height: 1.3333333;
+ border-radius: 3px;
+}
+.btn-sm,
+.btn-group-sm > .btn {
+ padding: 5px 10px;
+ font-size: 12px;
+ line-height: 1.5;
+ border-radius: 1px;
+}
+.btn-xs,
+.btn-group-xs > .btn {
+ padding: 1px 5px;
+ font-size: 12px;
+ line-height: 1.5;
+ border-radius: 1px;
+}
+.btn-block {
+ display: block;
+ width: 100%;
+}
+.btn-block + .btn-block {
+ margin-top: 5px;
+}
+input[type="submit"].btn-block,
+input[type="reset"].btn-block,
+input[type="button"].btn-block {
+ width: 100%;
+}
+.fade {
+ opacity: 0;
+ -webkit-transition: opacity 0.15s linear;
+ -o-transition: opacity 0.15s linear;
+ transition: opacity 0.15s linear;
+}
+.fade.in {
+ opacity: 1;
+}
+.collapse {
+ display: none;
+}
+.collapse.in {
+ display: block;
+}
+tr.collapse.in {
+ display: table-row;
+}
+tbody.collapse.in {
+ display: table-row-group;
+}
+.collapsing {
+ position: relative;
+ height: 0;
+ overflow: hidden;
+ -webkit-transition-property: height, visibility;
+ transition-property: height, visibility;
+ -webkit-transition-duration: 0.35s;
+ transition-duration: 0.35s;
+ -webkit-transition-timing-function: ease;
+ transition-timing-function: ease;
+}
+.caret {
+ display: inline-block;
+ width: 0;
+ height: 0;
+ margin-left: 2px;
+ vertical-align: middle;
+ border-top: 4px dashed;
+ border-top: 4px solid \9;
+ border-right: 4px solid transparent;
+ border-left: 4px solid transparent;
+}
+.dropup,
+.dropdown {
+ position: relative;
+}
+.dropdown-toggle:focus {
+ outline: 0;
+}
+.dropdown-menu {
+ position: absolute;
+ top: 100%;
+ left: 0;
+ z-index: 1000;
+ display: none;
+ float: left;
+ min-width: 160px;
+ padding: 5px 0;
+ margin: 2px 0 0;
+ list-style: none;
+ font-size: 13px;
+ text-align: left;
+ background-color: #fff;
+ border: 1px solid #ccc;
+ border: 1px solid rgba(0, 0, 0, 0.15);
+ border-radius: 2px;
+ -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
+ box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
+ background-clip: padding-box;
+}
+.dropdown-menu.pull-right {
+ right: 0;
+ left: auto;
+}
+.dropdown-menu .divider {
+ height: 1px;
+ margin: 8px 0;
+ overflow: hidden;
+ background-color: #e5e5e5;
+}
+.dropdown-menu > li > a {
+ display: block;
+ padding: 3px 20px;
+ clear: both;
+ font-weight: normal;
+ line-height: 1.42857143;
+ color: #333333;
+ white-space: nowrap;
+}
+.dropdown-menu > li > a:hover,
+.dropdown-menu > li > a:focus {
+ text-decoration: none;
+ color: #262626;
+ background-color: #f5f5f5;
+}
+.dropdown-menu > .active > a,
+.dropdown-menu > .active > a:hover,
+.dropdown-menu > .active > a:focus {
+ color: #fff;
+ text-decoration: none;
+ outline: 0;
+ background-color: #337ab7;
+}
+.dropdown-menu > .disabled > a,
+.dropdown-menu > .disabled > a:hover,
+.dropdown-menu > .disabled > a:focus {
+ color: #777777;
+}
+.dropdown-menu > .disabled > a:hover,
+.dropdown-menu > .disabled > a:focus {
+ text-decoration: none;
+ background-color: transparent;
+ background-image: none;
+ filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
+ cursor: not-allowed;
+}
+.open > .dropdown-menu {
+ display: block;
+}
+.open > a {
+ outline: 0;
+}
+.dropdown-menu-right {
+ left: auto;
+ right: 0;
+}
+.dropdown-menu-left {
+ left: 0;
+ right: auto;
+}
+.dropdown-header {
+ display: block;
+ padding: 3px 20px;
+ font-size: 12px;
+ line-height: 1.42857143;
+ color: #777777;
+ white-space: nowrap;
+}
+.dropdown-backdrop {
+ position: fixed;
+ left: 0;
+ right: 0;
+ bottom: 0;
+ top: 0;
+ z-index: 990;
+}
+.pull-right > .dropdown-menu {
+ right: 0;
+ left: auto;
+}
+.dropup .caret,
+.navbar-fixed-bottom .dropdown .caret {
+ border-top: 0;
+ border-bottom: 4px dashed;
+ border-bottom: 4px solid \9;
+ content: "";
+}
+.dropup .dropdown-menu,
+.navbar-fixed-bottom .dropdown .dropdown-menu {
+ top: auto;
+ bottom: 100%;
+ margin-bottom: 2px;
+}
+@media (min-width: 541px) {
+ .navbar-right .dropdown-menu {
+ left: auto;
+ right: 0;
+ }
+ .navbar-right .dropdown-menu-left {
+ left: 0;
+ right: auto;
+ }
+}
+.btn-group,
+.btn-group-vertical {
+ position: relative;
+ display: inline-block;
+ vertical-align: middle;
+}
+.btn-group > .btn,
+.btn-group-vertical > .btn {
+ position: relative;
+ float: left;
+}
+.btn-group > .btn:hover,
+.btn-group-vertical > .btn:hover,
+.btn-group > .btn:focus,
+.btn-group-vertical > .btn:focus,
+.btn-group > .btn:active,
+.btn-group-vertical > .btn:active,
+.btn-group > .btn.active,
+.btn-group-vertical > .btn.active {
+ z-index: 2;
+}
+.btn-group .btn + .btn,
+.btn-group .btn + .btn-group,
+.btn-group .btn-group + .btn,
+.btn-group .btn-group + .btn-group {
+ margin-left: -1px;
+}
+.btn-toolbar {
+ margin-left: -5px;
+}
+.btn-toolbar .btn,
+.btn-toolbar .btn-group,
+.btn-toolbar .input-group {
+ float: left;
+}
+.btn-toolbar > .btn,
+.btn-toolbar > .btn-group,
+.btn-toolbar > .input-group {
+ margin-left: 5px;
+}
+.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
+ border-radius: 0;
+}
+.btn-group > .btn:first-child {
+ margin-left: 0;
+}
+.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
+ border-bottom-right-radius: 0;
+ border-top-right-radius: 0;
+}
+.btn-group > .btn:last-child:not(:first-child),
+.btn-group > .dropdown-toggle:not(:first-child) {
+ border-bottom-left-radius: 0;
+ border-top-left-radius: 0;
+}
+.btn-group > .btn-group {
+ float: left;
+}
+.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
+ border-radius: 0;
+}
+.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
+.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
+ border-bottom-right-radius: 0;
+ border-top-right-radius: 0;
+}
+.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
+ border-bottom-left-radius: 0;
+ border-top-left-radius: 0;
+}
+.btn-group .dropdown-toggle:active,
+.btn-group.open .dropdown-toggle {
+ outline: 0;
+}
+.btn-group > .btn + .dropdown-toggle {
+ padding-left: 8px;
+ padding-right: 8px;
+}
+.btn-group > .btn-lg + .dropdown-toggle {
+ padding-left: 12px;
+ padding-right: 12px;
+}
+.btn-group.open .dropdown-toggle {
+ -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
+ box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
+}
+.btn-group.open .dropdown-toggle.btn-link {
+ -webkit-box-shadow: none;
+ box-shadow: none;
+}
+.btn .caret {
+ margin-left: 0;
+}
+.btn-lg .caret {
+ border-width: 5px 5px 0;
+ border-bottom-width: 0;
+}
+.dropup .btn-lg .caret {
+ border-width: 0 5px 5px;
+}
+.btn-group-vertical > .btn,
+.btn-group-vertical > .btn-group,
+.btn-group-vertical > .btn-group > .btn {
+ display: block;
+ float: none;
+ width: 100%;
+ max-width: 100%;
+}
+.btn-group-vertical > .btn-group > .btn {
+ float: none;
+}
+.btn-group-vertical > .btn + .btn,
+.btn-group-vertical > .btn + .btn-group,
+.btn-group-vertical > .btn-group + .btn,
+.btn-group-vertical > .btn-group + .btn-group {
+ margin-top: -1px;
+ margin-left: 0;
+}
+.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
+ border-radius: 0;
+}
+.btn-group-vertical > .btn:first-child:not(:last-child) {
+ border-top-right-radius: 2px;
+ border-top-left-radius: 2px;
+ border-bottom-right-radius: 0;
+ border-bottom-left-radius: 0;
+}
+.btn-group-vertical > .btn:last-child:not(:first-child) {
+ border-top-right-radius: 0;
+ border-top-left-radius: 0;
+ border-bottom-right-radius: 2px;
+ border-bottom-left-radius: 2px;
+}
+.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
+ border-radius: 0;
+}
+.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
+.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
+ border-bottom-right-radius: 0;
+ border-bottom-left-radius: 0;
+}
+.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
+ border-top-right-radius: 0;
+ border-top-left-radius: 0;
+}
+.btn-group-justified {
+ display: table;
+ width: 100%;
+ table-layout: fixed;
+ border-collapse: separate;
+}
+.btn-group-justified > .btn,
+.btn-group-justified > .btn-group {
+ float: none;
+ display: table-cell;
+ width: 1%;
+}
+.btn-group-justified > .btn-group .btn {
+ width: 100%;
+}
+.btn-group-justified > .btn-group .dropdown-menu {
+ left: auto;
+}
+[data-toggle="buttons"] > .btn input[type="radio"],
+[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
+[data-toggle="buttons"] > .btn input[type="checkbox"],
+[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
+ position: absolute;
+ clip: rect(0, 0, 0, 0);
+ pointer-events: none;
+}
+.input-group {
+ position: relative;
+ display: table;
+ border-collapse: separate;
+}
+.input-group[class*="col-"] {
+ float: none;
+ padding-left: 0;
+ padding-right: 0;
+}
+.input-group .form-control {
+ position: relative;
+ z-index: 2;
+ float: left;
+ width: 100%;
+ margin-bottom: 0;
+}
+.input-group .form-control:focus {
+ z-index: 3;
+}
+.input-group-lg > .form-control,
+.input-group-lg > .input-group-addon,
+.input-group-lg > .input-group-btn > .btn {
+ height: 45px;
+ padding: 10px 16px;
+ font-size: 17px;
+ line-height: 1.3333333;
+ border-radius: 3px;
+}
+select.input-group-lg > .form-control,
+select.input-group-lg > .input-group-addon,
+select.input-group-lg > .input-group-btn > .btn {
+ height: 45px;
+ line-height: 45px;
+}
+textarea.input-group-lg > .form-control,
+textarea.input-group-lg > .input-group-addon,
+textarea.input-group-lg > .input-group-btn > .btn,
+select[multiple].input-group-lg > .form-control,
+select[multiple].input-group-lg > .input-group-addon,
+select[multiple].input-group-lg > .input-group-btn > .btn {
+ height: auto;
+}
+.input-group-sm > .form-control,
+.input-group-sm > .input-group-addon,
+.input-group-sm > .input-group-btn > .btn {
+ height: 30px;
+ padding: 5px 10px;
+ font-size: 12px;
+ line-height: 1.5;
+ border-radius: 1px;
+}
+select.input-group-sm > .form-control,
+select.input-group-sm > .input-group-addon,
+select.input-group-sm > .input-group-btn > .btn {
+ height: 30px;
+ line-height: 30px;
+}
+textarea.input-group-sm > .form-control,
+textarea.input-group-sm > .input-group-addon,
+textarea.input-group-sm > .input-group-btn > .btn,
+select[multiple].input-group-sm > .form-control,
+select[multiple].input-group-sm > .input-group-addon,
+select[multiple].input-group-sm > .input-group-btn > .btn {
+ height: auto;
+}
+.input-group-addon,
+.input-group-btn,
+.input-group .form-control {
+ display: table-cell;
+}
+.input-group-addon:not(:first-child):not(:last-child),
+.input-group-btn:not(:first-child):not(:last-child),
+.input-group .form-control:not(:first-child):not(:last-child) {
+ border-radius: 0;
+}
+.input-group-addon,
+.input-group-btn {
+ width: 1%;
+ white-space: nowrap;
+ vertical-align: middle;
+}
+.input-group-addon {
+ padding: 6px 12px;
+ font-size: 13px;
+ font-weight: normal;
+ line-height: 1;
+ color: #555555;
+ text-align: center;
+ background-color: #eeeeee;
+ border: 1px solid #ccc;
+ border-radius: 2px;
+}
+.input-group-addon.input-sm {
+ padding: 5px 10px;
+ font-size: 12px;
+ border-radius: 1px;
+}
+.input-group-addon.input-lg {
+ padding: 10px 16px;
+ font-size: 17px;
+ border-radius: 3px;
+}
+.input-group-addon input[type="radio"],
+.input-group-addon input[type="checkbox"] {
+ margin-top: 0;
+}
+.input-group .form-control:first-child,
+.input-group-addon:first-child,
+.input-group-btn:first-child > .btn,
+.input-group-btn:first-child > .btn-group > .btn,
+.input-group-btn:first-child > .dropdown-toggle,
+.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
+.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
+ border-bottom-right-radius: 0;
+ border-top-right-radius: 0;
+}
+.input-group-addon:first-child {
+ border-right: 0;
+}
+.input-group .form-control:last-child,
+.input-group-addon:last-child,
+.input-group-btn:last-child > .btn,
+.input-group-btn:last-child > .btn-group > .btn,
+.input-group-btn:last-child > .dropdown-toggle,
+.input-group-btn:first-child > .btn:not(:first-child),
+.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
+ border-bottom-left-radius: 0;
+ border-top-left-radius: 0;
+}
+.input-group-addon:last-child {
+ border-left: 0;
+}
+.input-group-btn {
+ position: relative;
+ font-size: 0;
+ white-space: nowrap;
+}
+.input-group-btn > .btn {
+ position: relative;
+}
+.input-group-btn > .btn + .btn {
+ margin-left: -1px;
+}
+.input-group-btn > .btn:hover,
+.input-group-btn > .btn:focus,
+.input-group-btn > .btn:active {
+ z-index: 2;
+}
+.input-group-btn:first-child > .btn,
+.input-group-btn:first-child > .btn-group {
+ margin-right: -1px;
+}
+.input-group-btn:last-child > .btn,
+.input-group-btn:last-child > .btn-group {
+ z-index: 2;
+ margin-left: -1px;
+}
+.nav {
+ margin-bottom: 0;
+ padding-left: 0;
+ list-style: none;
+}
+.nav > li {
+ position: relative;
+ display: block;
+}
+.nav > li > a {
+ position: relative;
+ display: block;
+ padding: 10px 15px;
+}
+.nav > li > a:hover,
+.nav > li > a:focus {
+ text-decoration: none;
+ background-color: #eeeeee;
+}
+.nav > li.disabled > a {
+ color: #777777;
+}
+.nav > li.disabled > a:hover,
+.nav > li.disabled > a:focus {
+ color: #777777;
+ text-decoration: none;
+ background-color: transparent;
+ cursor: not-allowed;
+}
+.nav .open > a,
+.nav .open > a:hover,
+.nav .open > a:focus {
+ background-color: #eeeeee;
+ border-color: #337ab7;
+}
+.nav .nav-divider {
+ height: 1px;
+ margin: 8px 0;
+ overflow: hidden;
+ background-color: #e5e5e5;
+}
+.nav > li > a > img {
+ max-width: none;
+}
+.nav-tabs {
+ border-bottom: 1px solid #ddd;
+}
+.nav-tabs > li {
+ float: left;
+ margin-bottom: -1px;
+}
+.nav-tabs > li > a {
+ margin-right: 2px;
+ line-height: 1.42857143;
+ border: 1px solid transparent;
+ border-radius: 2px 2px 0 0;
+}
+.nav-tabs > li > a:hover {
+ border-color: #eeeeee #eeeeee #ddd;
+}
+.nav-tabs > li.active > a,
+.nav-tabs > li.active > a:hover,
+.nav-tabs > li.active > a:focus {
+ color: #555555;
+ background-color: #fff;
+ border: 1px solid #ddd;
+ border-bottom-color: transparent;
+ cursor: default;
+}
+.nav-tabs.nav-justified {
+ width: 100%;
+ border-bottom: 0;
+}
+.nav-tabs.nav-justified > li {
+ float: none;
+}
+.nav-tabs.nav-justified > li > a {
+ text-align: center;
+ margin-bottom: 5px;
+}
+.nav-tabs.nav-justified > .dropdown .dropdown-menu {
+ top: auto;
+ left: auto;
+}
+@media (min-width: 768px) {
+ .nav-tabs.nav-justified > li {
+ display: table-cell;
+ width: 1%;
+ }
+ .nav-tabs.nav-justified > li > a {
+ margin-bottom: 0;
+ }
+}
+.nav-tabs.nav-justified > li > a {
+ margin-right: 0;
+ border-radius: 2px;
+}
+.nav-tabs.nav-justified > .active > a,
+.nav-tabs.nav-justified > .active > a:hover,
+.nav-tabs.nav-justified > .active > a:focus {
+ border: 1px solid #ddd;
+}
+@media (min-width: 768px) {
+ .nav-tabs.nav-justified > li > a {
+ border-bottom: 1px solid #ddd;
+ border-radius: 2px 2px 0 0;
+ }
+ .nav-tabs.nav-justified > .active > a,
+ .nav-tabs.nav-justified > .active > a:hover,
+ .nav-tabs.nav-justified > .active > a:focus {
+ border-bottom-color: #fff;
+ }
+}
+.nav-pills > li {
+ float: left;
+}
+.nav-pills > li > a {
+ border-radius: 2px;
+}
+.nav-pills > li + li {
+ margin-left: 2px;
+}
+.nav-pills > li.active > a,
+.nav-pills > li.active > a:hover,
+.nav-pills > li.active > a:focus {
+ color: #fff;
+ background-color: #337ab7;
+}
+.nav-stacked > li {
+ float: none;
+}
+.nav-stacked > li + li {
+ margin-top: 2px;
+ margin-left: 0;
+}
+.nav-justified {
+ width: 100%;
+}
+.nav-justified > li {
+ float: none;
+}
+.nav-justified > li > a {
+ text-align: center;
+ margin-bottom: 5px;
+}
+.nav-justified > .dropdown .dropdown-menu {
+ top: auto;
+ left: auto;
+}
+@media (min-width: 768px) {
+ .nav-justified > li {
+ display: table-cell;
+ width: 1%;
+ }
+ .nav-justified > li > a {
+ margin-bottom: 0;
+ }
+}
+.nav-tabs-justified {
+ border-bottom: 0;
+}
+.nav-tabs-justified > li > a {
+ margin-right: 0;
+ border-radius: 2px;
+}
+.nav-tabs-justified > .active > a,
+.nav-tabs-justified > .active > a:hover,
+.nav-tabs-justified > .active > a:focus {
+ border: 1px solid #ddd;
+}
+@media (min-width: 768px) {
+ .nav-tabs-justified > li > a {
+ border-bottom: 1px solid #ddd;
+ border-radius: 2px 2px 0 0;
+ }
+ .nav-tabs-justified > .active > a,
+ .nav-tabs-justified > .active > a:hover,
+ .nav-tabs-justified > .active > a:focus {
+ border-bottom-color: #fff;
+ }
+}
+.tab-content > .tab-pane {
+ display: none;
+}
+.tab-content > .active {
+ display: block;
+}
+.nav-tabs .dropdown-menu {
+ margin-top: -1px;
+ border-top-right-radius: 0;
+ border-top-left-radius: 0;
+}
+.navbar {
+ position: relative;
+ min-height: 30px;
+ margin-bottom: 18px;
+ border: 1px solid transparent;
+}
+@media (min-width: 541px) {
+ .navbar {
+ border-radius: 2px;
+ }
+}
+@media (min-width: 541px) {
+ .navbar-header {
+ float: left;
+ }
+}
+.navbar-collapse {
+ overflow-x: visible;
+ padding-right: 0px;
+ padding-left: 0px;
+ border-top: 1px solid transparent;
+ box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
+ -webkit-overflow-scrolling: touch;
+}
+.navbar-collapse.in {
+ overflow-y: auto;
+}
+@media (min-width: 541px) {
+ .navbar-collapse {
+ width: auto;
+ border-top: 0;
+ box-shadow: none;
+ }
+ .navbar-collapse.collapse {
+ display: block !important;
+ height: auto !important;
+ padding-bottom: 0;
+ overflow: visible !important;
+ }
+ .navbar-collapse.in {
+ overflow-y: visible;
+ }
+ .navbar-fixed-top .navbar-collapse,
+ .navbar-static-top .navbar-collapse,
+ .navbar-fixed-bottom .navbar-collapse {
+ padding-left: 0;
+ padding-right: 0;
+ }
+}
+.navbar-fixed-top .navbar-collapse,
+.navbar-fixed-bottom .navbar-collapse {
+ max-height: 340px;
+}
+@media (max-device-width: 540px) and (orientation: landscape) {
+ .navbar-fixed-top .navbar-collapse,
+ .navbar-fixed-bottom .navbar-collapse {
+ max-height: 200px;
+ }
+}
+.container > .navbar-header,
+.container-fluid > .navbar-header,
+.container > .navbar-collapse,
+.container-fluid > .navbar-collapse {
+ margin-right: 0px;
+ margin-left: 0px;
+}
+@media (min-width: 541px) {
+ .container > .navbar-header,
+ .container-fluid > .navbar-header,
+ .container > .navbar-collapse,
+ .container-fluid > .navbar-collapse {
+ margin-right: 0;
+ margin-left: 0;
+ }
+}
+.navbar-static-top {
+ z-index: 1000;
+ border-width: 0 0 1px;
+}
+@media (min-width: 541px) {
+ .navbar-static-top {
+ border-radius: 0;
+ }
+}
+.navbar-fixed-top,
+.navbar-fixed-bottom {
+ position: fixed;
+ right: 0;
+ left: 0;
+ z-index: 1030;
+}
+@media (min-width: 541px) {
+ .navbar-fixed-top,
+ .navbar-fixed-bottom {
+ border-radius: 0;
+ }
+}
+.navbar-fixed-top {
+ top: 0;
+ border-width: 0 0 1px;
+}
+.navbar-fixed-bottom {
+ bottom: 0;
+ margin-bottom: 0;
+ border-width: 1px 0 0;
+}
+.navbar-brand {
+ float: left;
+ padding: 6px 0px;
+ font-size: 17px;
+ line-height: 18px;
+ height: 30px;
+}
+.navbar-brand:hover,
+.navbar-brand:focus {
+ text-decoration: none;
+}
+.navbar-brand > img {
+ display: block;
+}
+@media (min-width: 541px) {
+ .navbar > .container .navbar-brand,
+ .navbar > .container-fluid .navbar-brand {
+ margin-left: 0px;
+ }
+}
+.navbar-toggle {
+ position: relative;
+ float: right;
+ margin-right: 0px;
+ padding: 9px 10px;
+ margin-top: -2px;
+ margin-bottom: -2px;
+ background-color: transparent;
+ background-image: none;
+ border: 1px solid transparent;
+ border-radius: 2px;
+}
+.navbar-toggle:focus {
+ outline: 0;
+}
+.navbar-toggle .icon-bar {
+ display: block;
+ width: 22px;
+ height: 2px;
+ border-radius: 1px;
+}
+.navbar-toggle .icon-bar + .icon-bar {
+ margin-top: 4px;
+}
+@media (min-width: 541px) {
+ .navbar-toggle {
+ display: none;
+ }
+}
+.navbar-nav {
+ margin: 3px 0px;
+}
+.navbar-nav > li > a {
+ padding-top: 10px;
+ padding-bottom: 10px;
+ line-height: 18px;
+}
+@media (max-width: 540px) {
+ .navbar-nav .open .dropdown-menu {
+ position: static;
+ float: none;
+ width: auto;
+ margin-top: 0;
+ background-color: transparent;
+ border: 0;
+ box-shadow: none;
+ }
+ .navbar-nav .open .dropdown-menu > li > a,
+ .navbar-nav .open .dropdown-menu .dropdown-header {
+ padding: 5px 15px 5px 25px;
+ }
+ .navbar-nav .open .dropdown-menu > li > a {
+ line-height: 18px;
+ }
+ .navbar-nav .open .dropdown-menu > li > a:hover,
+ .navbar-nav .open .dropdown-menu > li > a:focus {
+ background-image: none;
+ }
+}
+@media (min-width: 541px) {
+ .navbar-nav {
+ float: left;
+ margin: 0;
+ }
+ .navbar-nav > li {
+ float: left;
+ }
+ .navbar-nav > li > a {
+ padding-top: 6px;
+ padding-bottom: 6px;
+ }
+}
+.navbar-form {
+ margin-left: 0px;
+ margin-right: 0px;
+ padding: 10px 0px;
+ border-top: 1px solid transparent;
+ border-bottom: 1px solid transparent;
+ -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
+ box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
+ margin-top: -1px;
+ margin-bottom: -1px;
+}
+@media (min-width: 768px) {
+ .navbar-form .form-group {
+ display: inline-block;
+ margin-bottom: 0;
+ vertical-align: middle;
+ }
+ .navbar-form .form-control {
+ display: inline-block;
+ width: auto;
+ vertical-align: middle;
+ }
+ .navbar-form .form-control-static {
+ display: inline-block;
+ }
+ .navbar-form .input-group {
+ display: inline-table;
+ vertical-align: middle;
+ }
+ .navbar-form .input-group .input-group-addon,
+ .navbar-form .input-group .input-group-btn,
+ .navbar-form .input-group .form-control {
+ width: auto;
+ }
+ .navbar-form .input-group > .form-control {
+ width: 100%;
+ }
+ .navbar-form .control-label {
+ margin-bottom: 0;
+ vertical-align: middle;
+ }
+ .navbar-form .radio,
+ .navbar-form .checkbox {
+ display: inline-block;
+ margin-top: 0;
+ margin-bottom: 0;
+ vertical-align: middle;
+ }
+ .navbar-form .radio label,
+ .navbar-form .checkbox label {
+ padding-left: 0;
+ }
+ .navbar-form .radio input[type="radio"],
+ .navbar-form .checkbox input[type="checkbox"] {
+ position: relative;
+ margin-left: 0;
+ }
+ .navbar-form .has-feedback .form-control-feedback {
+ top: 0;
+ }
+}
+@media (max-width: 540px) {
+ .navbar-form .form-group {
+ margin-bottom: 5px;
+ }
+ .navbar-form .form-group:last-child {
+ margin-bottom: 0;
+ }
+}
+@media (min-width: 541px) {
+ .navbar-form {
+ width: auto;
+ border: 0;
+ margin-left: 0;
+ margin-right: 0;
+ padding-top: 0;
+ padding-bottom: 0;
+ -webkit-box-shadow: none;
+ box-shadow: none;
+ }
+}
+.navbar-nav > li > .dropdown-menu {
+ margin-top: 0;
+ border-top-right-radius: 0;
+ border-top-left-radius: 0;
+}
+.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
+ margin-bottom: 0;
+ border-top-right-radius: 2px;
+ border-top-left-radius: 2px;
+ border-bottom-right-radius: 0;
+ border-bottom-left-radius: 0;
+}
+.navbar-btn {
+ margin-top: -1px;
+ margin-bottom: -1px;
+}
+.navbar-btn.btn-sm {
+ margin-top: 0px;
+ margin-bottom: 0px;
+}
+.navbar-btn.btn-xs {
+ margin-top: 4px;
+ margin-bottom: 4px;
+}
+.navbar-text {
+ margin-top: 6px;
+ margin-bottom: 6px;
+}
+@media (min-width: 541px) {
+ .navbar-text {
+ float: left;
+ margin-left: 0px;
+ margin-right: 0px;
+ }
+}
+@media (min-width: 541px) {
+ .navbar-left {
+ float: left !important;
+ float: left;
+ }
+ .navbar-right {
+ float: right !important;
+ float: right;
+ margin-right: 0px;
+ }
+ .navbar-right ~ .navbar-right {
+ margin-right: 0;
+ }
+}
+.navbar-default {
+ background-color: #f8f8f8;
+ border-color: #e7e7e7;
+}
+.navbar-default .navbar-brand {
+ color: #777;
+}
+.navbar-default .navbar-brand:hover,
+.navbar-default .navbar-brand:focus {
+ color: #5e5e5e;
+ background-color: transparent;
+}
+.navbar-default .navbar-text {
+ color: #777;
+}
+.navbar-default .navbar-nav > li > a {
+ color: #777;
+}
+.navbar-default .navbar-nav > li > a:hover,
+.navbar-default .navbar-nav > li > a:focus {
+ color: #333;
+ background-color: transparent;
+}
+.navbar-default .navbar-nav > .active > a,
+.navbar-default .navbar-nav > .active > a:hover,
+.navbar-default .navbar-nav > .active > a:focus {
+ color: #555;
+ background-color: #e7e7e7;
+}
+.navbar-default .navbar-nav > .disabled > a,
+.navbar-default .navbar-nav > .disabled > a:hover,
+.navbar-default .navbar-nav > .disabled > a:focus {
+ color: #ccc;
+ background-color: transparent;
+}
+.navbar-default .navbar-toggle {
+ border-color: #ddd;
+}
+.navbar-default .navbar-toggle:hover,
+.navbar-default .navbar-toggle:focus {
+ background-color: #ddd;
+}
+.navbar-default .navbar-toggle .icon-bar {
+ background-color: #888;
+}
+.navbar-default .navbar-collapse,
+.navbar-default .navbar-form {
+ border-color: #e7e7e7;
+}
+.navbar-default .navbar-nav > .open > a,
+.navbar-default .navbar-nav > .open > a:hover,
+.navbar-default .navbar-nav > .open > a:focus {
+ background-color: #e7e7e7;
+ color: #555;
+}
+@media (max-width: 540px) {
+ .navbar-default .navbar-nav .open .dropdown-menu > li > a {
+ color: #777;
+ }
+ .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
+ .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
+ color: #333;
+ background-color: transparent;
+ }
+ .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
+ .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
+ .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
+ color: #555;
+ background-color: #e7e7e7;
+ }
+ .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
+ .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
+ .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
+ color: #ccc;
+ background-color: transparent;
+ }
+}
+.navbar-default .navbar-link {
+ color: #777;
+}
+.navbar-default .navbar-link:hover {
+ color: #333;
+}
+.navbar-default .btn-link {
+ color: #777;
+}
+.navbar-default .btn-link:hover,
+.navbar-default .btn-link:focus {
+ color: #333;
+}
+.navbar-default .btn-link[disabled]:hover,
+fieldset[disabled] .navbar-default .btn-link:hover,
+.navbar-default .btn-link[disabled]:focus,
+fieldset[disabled] .navbar-default .btn-link:focus {
+ color: #ccc;
+}
+.navbar-inverse {
+ background-color: #222;
+ border-color: #080808;
+}
+.navbar-inverse .navbar-brand {
+ color: #9d9d9d;
+}
+.navbar-inverse .navbar-brand:hover,
+.navbar-inverse .navbar-brand:focus {
+ color: #fff;
+ background-color: transparent;
+}
+.navbar-inverse .navbar-text {
+ color: #9d9d9d;
+}
+.navbar-inverse .navbar-nav > li > a {
+ color: #9d9d9d;
+}
+.navbar-inverse .navbar-nav > li > a:hover,
+.navbar-inverse .navbar-nav > li > a:focus {
+ color: #fff;
+ background-color: transparent;
+}
+.navbar-inverse .navbar-nav > .active > a,
+.navbar-inverse .navbar-nav > .active > a:hover,
+.navbar-inverse .navbar-nav > .active > a:focus {
+ color: #fff;
+ background-color: #080808;
+}
+.navbar-inverse .navbar-nav > .disabled > a,
+.navbar-inverse .navbar-nav > .disabled > a:hover,
+.navbar-inverse .navbar-nav > .disabled > a:focus {
+ color: #444;
+ background-color: transparent;
+}
+.navbar-inverse .navbar-toggle {
+ border-color: #333;
+}
+.navbar-inverse .navbar-toggle:hover,
+.navbar-inverse .navbar-toggle:focus {
+ background-color: #333;
+}
+.navbar-inverse .navbar-toggle .icon-bar {
+ background-color: #fff;
+}
+.navbar-inverse .navbar-collapse,
+.navbar-inverse .navbar-form {
+ border-color: #101010;
+}
+.navbar-inverse .navbar-nav > .open > a,
+.navbar-inverse .navbar-nav > .open > a:hover,
+.navbar-inverse .navbar-nav > .open > a:focus {
+ background-color: #080808;
+ color: #fff;
+}
+@media (max-width: 540px) {
+ .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
+ border-color: #080808;
+ }
+ .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
+ background-color: #080808;
+ }
+ .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
+ color: #9d9d9d;
+ }
+ .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
+ .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
+ color: #fff;
+ background-color: transparent;
+ }
+ .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
+ .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
+ .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
+ color: #fff;
+ background-color: #080808;
+ }
+ .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
+ .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
+ .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
+ color: #444;
+ background-color: transparent;
+ }
+}
+.navbar-inverse .navbar-link {
+ color: #9d9d9d;
+}
+.navbar-inverse .navbar-link:hover {
+ color: #fff;
+}
+.navbar-inverse .btn-link {
+ color: #9d9d9d;
+}
+.navbar-inverse .btn-link:hover,
+.navbar-inverse .btn-link:focus {
+ color: #fff;
+}
+.navbar-inverse .btn-link[disabled]:hover,
+fieldset[disabled] .navbar-inverse .btn-link:hover,
+.navbar-inverse .btn-link[disabled]:focus,
+fieldset[disabled] .navbar-inverse .btn-link:focus {
+ color: #444;
+}
+.breadcrumb {
+ padding: 8px 15px;
+ margin-bottom: 18px;
+ list-style: none;
+ background-color: #f5f5f5;
+ border-radius: 2px;
+}
+.breadcrumb > li {
+ display: inline-block;
+}
+.breadcrumb > li + li:before {
+ content: "/\00a0";
+ padding: 0 5px;
+ color: #5e5e5e;
+}
+.breadcrumb > .active {
+ color: #777777;
+}
+.pagination {
+ display: inline-block;
+ padding-left: 0;
+ margin: 18px 0;
+ border-radius: 2px;
+}
+.pagination > li {
+ display: inline;
+}
+.pagination > li > a,
+.pagination > li > span {
+ position: relative;
+ float: left;
+ padding: 6px 12px;
+ line-height: 1.42857143;
+ text-decoration: none;
+ color: #337ab7;
+ background-color: #fff;
+ border: 1px solid #ddd;
+ margin-left: -1px;
+}
+.pagination > li:first-child > a,
+.pagination > li:first-child > span {
+ margin-left: 0;
+ border-bottom-left-radius: 2px;
+ border-top-left-radius: 2px;
+}
+.pagination > li:last-child > a,
+.pagination > li:last-child > span {
+ border-bottom-right-radius: 2px;
+ border-top-right-radius: 2px;
+}
+.pagination > li > a:hover,
+.pagination > li > span:hover,
+.pagination > li > a:focus,
+.pagination > li > span:focus {
+ z-index: 2;
+ color: #23527c;
+ background-color: #eeeeee;
+ border-color: #ddd;
+}
+.pagination > .active > a,
+.pagination > .active > span,
+.pagination > .active > a:hover,
+.pagination > .active > span:hover,
+.pagination > .active > a:focus,
+.pagination > .active > span:focus {
+ z-index: 3;
+ color: #fff;
+ background-color: #337ab7;
+ border-color: #337ab7;
+ cursor: default;
+}
+.pagination > .disabled > span,
+.pagination > .disabled > span:hover,
+.pagination > .disabled > span:focus,
+.pagination > .disabled > a,
+.pagination > .disabled > a:hover,
+.pagination > .disabled > a:focus {
+ color: #777777;
+ background-color: #fff;
+ border-color: #ddd;
+ cursor: not-allowed;
+}
+.pagination-lg > li > a,
+.pagination-lg > li > span {
+ padding: 10px 16px;
+ font-size: 17px;
+ line-height: 1.3333333;
+}
+.pagination-lg > li:first-child > a,
+.pagination-lg > li:first-child > span {
+ border-bottom-left-radius: 3px;
+ border-top-left-radius: 3px;
+}
+.pagination-lg > li:last-child > a,
+.pagination-lg > li:last-child > span {
+ border-bottom-right-radius: 3px;
+ border-top-right-radius: 3px;
+}
+.pagination-sm > li > a,
+.pagination-sm > li > span {
+ padding: 5px 10px;
+ font-size: 12px;
+ line-height: 1.5;
+}
+.pagination-sm > li:first-child > a,
+.pagination-sm > li:first-child > span {
+ border-bottom-left-radius: 1px;
+ border-top-left-radius: 1px;
+}
+.pagination-sm > li:last-child > a,
+.pagination-sm > li:last-child > span {
+ border-bottom-right-radius: 1px;
+ border-top-right-radius: 1px;
+}
+.pager {
+ padding-left: 0;
+ margin: 18px 0;
+ list-style: none;
+ text-align: center;
+}
+.pager li {
+ display: inline;
+}
+.pager li > a,
+.pager li > span {
+ display: inline-block;
+ padding: 5px 14px;
+ background-color: #fff;
+ border: 1px solid #ddd;
+ border-radius: 15px;
+}
+.pager li > a:hover,
+.pager li > a:focus {
+ text-decoration: none;
+ background-color: #eeeeee;
+}
+.pager .next > a,
+.pager .next > span {
+ float: right;
+}
+.pager .previous > a,
+.pager .previous > span {
+ float: left;
+}
+.pager .disabled > a,
+.pager .disabled > a:hover,
+.pager .disabled > a:focus,
+.pager .disabled > span {
+ color: #777777;
+ background-color: #fff;
+ cursor: not-allowed;
+}
+.label {
+ display: inline;
+ padding: .2em .6em .3em;
+ font-size: 75%;
+ font-weight: bold;
+ line-height: 1;
+ color: #fff;
+ text-align: center;
+ white-space: nowrap;
+ vertical-align: baseline;
+ border-radius: .25em;
+}
+a.label:hover,
+a.label:focus {
+ color: #fff;
+ text-decoration: none;
+ cursor: pointer;
+}
+.label:empty {
+ display: none;
+}
+.btn .label {
+ position: relative;
+ top: -1px;
+}
+.label-default {
+ background-color: #777777;
+}
+.label-default[href]:hover,
+.label-default[href]:focus {
+ background-color: #5e5e5e;
+}
+.label-primary {
+ background-color: #337ab7;
+}
+.label-primary[href]:hover,
+.label-primary[href]:focus {
+ background-color: #286090;
+}
+.label-success {
+ background-color: #5cb85c;
+}
+.label-success[href]:hover,
+.label-success[href]:focus {
+ background-color: #449d44;
+}
+.label-info {
+ background-color: #5bc0de;
+}
+.label-info[href]:hover,
+.label-info[href]:focus {
+ background-color: #31b0d5;
+}
+.label-warning {
+ background-color: #f0ad4e;
+}
+.label-warning[href]:hover,
+.label-warning[href]:focus {
+ background-color: #ec971f;
+}
+.label-danger {
+ background-color: #d9534f;
+}
+.label-danger[href]:hover,
+.label-danger[href]:focus {
+ background-color: #c9302c;
+}
+.badge {
+ display: inline-block;
+ min-width: 10px;
+ padding: 3px 7px;
+ font-size: 12px;
+ font-weight: bold;
+ color: #fff;
+ line-height: 1;
+ vertical-align: middle;
+ white-space: nowrap;
+ text-align: center;
+ background-color: #777777;
+ border-radius: 10px;
+}
+.badge:empty {
+ display: none;
+}
+.btn .badge {
+ position: relative;
+ top: -1px;
+}
+.btn-xs .badge,
+.btn-group-xs > .btn .badge {
+ top: 0;
+ padding: 1px 5px;
+}
+a.badge:hover,
+a.badge:focus {
+ color: #fff;
+ text-decoration: none;
+ cursor: pointer;
+}
+.list-group-item.active > .badge,
+.nav-pills > .active > a > .badge {
+ color: #337ab7;
+ background-color: #fff;
+}
+.list-group-item > .badge {
+ float: right;
+}
+.list-group-item > .badge + .badge {
+ margin-right: 5px;
+}
+.nav-pills > li > a > .badge {
+ margin-left: 3px;
+}
+.jumbotron {
+ padding-top: 30px;
+ padding-bottom: 30px;
+ margin-bottom: 30px;
+ color: inherit;
+ background-color: #eeeeee;
+}
+.jumbotron h1,
+.jumbotron .h1 {
+ color: inherit;
+}
+.jumbotron p {
+ margin-bottom: 15px;
+ font-size: 20px;
+ font-weight: 200;
+}
+.jumbotron > hr {
+ border-top-color: #d5d5d5;
+}
+.container .jumbotron,
+.container-fluid .jumbotron {
+ border-radius: 3px;
+ padding-left: 0px;
+ padding-right: 0px;
+}
+.jumbotron .container {
+ max-width: 100%;
+}
+@media screen and (min-width: 768px) {
+ .jumbotron {
+ padding-top: 48px;
+ padding-bottom: 48px;
+ }
+ .container .jumbotron,
+ .container-fluid .jumbotron {
+ padding-left: 60px;
+ padding-right: 60px;
+ }
+ .jumbotron h1,
+ .jumbotron .h1 {
+ font-size: 59px;
+ }
+}
+.thumbnail {
+ display: block;
+ padding: 4px;
+ margin-bottom: 18px;
+ line-height: 1.42857143;
+ background-color: #fff;
+ border: 1px solid #ddd;
+ border-radius: 2px;
+ -webkit-transition: border 0.2s ease-in-out;
+ -o-transition: border 0.2s ease-in-out;
+ transition: border 0.2s ease-in-out;
+}
+.thumbnail > img,
+.thumbnail a > img {
+ margin-left: auto;
+ margin-right: auto;
+}
+a.thumbnail:hover,
+a.thumbnail:focus,
+a.thumbnail.active {
+ border-color: #337ab7;
+}
+.thumbnail .caption {
+ padding: 9px;
+ color: #000;
+}
+.alert {
+ padding: 15px;
+ margin-bottom: 18px;
+ border: 1px solid transparent;
+ border-radius: 2px;
+}
+.alert h4 {
+ margin-top: 0;
+ color: inherit;
+}
+.alert .alert-link {
+ font-weight: bold;
+}
+.alert > p,
+.alert > ul {
+ margin-bottom: 0;
+}
+.alert > p + p {
+ margin-top: 5px;
+}
+.alert-dismissable,
+.alert-dismissible {
+ padding-right: 35px;
+}
+.alert-dismissable .close,
+.alert-dismissible .close {
+ position: relative;
+ top: -2px;
+ right: -21px;
+ color: inherit;
+}
+.alert-success {
+ background-color: #dff0d8;
+ border-color: #d6e9c6;
+ color: #3c763d;
+}
+.alert-success hr {
+ border-top-color: #c9e2b3;
+}
+.alert-success .alert-link {
+ color: #2b542c;
+}
+.alert-info {
+ background-color: #d9edf7;
+ border-color: #bce8f1;
+ color: #31708f;
+}
+.alert-info hr {
+ border-top-color: #a6e1ec;
+}
+.alert-info .alert-link {
+ color: #245269;
+}
+.alert-warning {
+ background-color: #fcf8e3;
+ border-color: #faebcc;
+ color: #8a6d3b;
+}
+.alert-warning hr {
+ border-top-color: #f7e1b5;
+}
+.alert-warning .alert-link {
+ color: #66512c;
+}
+.alert-danger {
+ background-color: #f2dede;
+ border-color: #ebccd1;
+ color: #a94442;
+}
+.alert-danger hr {
+ border-top-color: #e4b9c0;
+}
+.alert-danger .alert-link {
+ color: #843534;
+}
+@-webkit-keyframes progress-bar-stripes {
+ from {
+ background-position: 40px 0;
+ }
+ to {
+ background-position: 0 0;
+ }
+}
+@keyframes progress-bar-stripes {
+ from {
+ background-position: 40px 0;
+ }
+ to {
+ background-position: 0 0;
+ }
+}
+.progress {
+ overflow: hidden;
+ height: 18px;
+ margin-bottom: 18px;
+ background-color: #f5f5f5;
+ border-radius: 2px;
+ -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
+ box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
+}
+.progress-bar {
+ float: left;
+ width: 0%;
+ height: 100%;
+ font-size: 12px;
+ line-height: 18px;
+ color: #fff;
+ text-align: center;
+ background-color: #337ab7;
+ -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
+ box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
+ -webkit-transition: width 0.6s ease;
+ -o-transition: width 0.6s ease;
+ transition: width 0.6s ease;
+}
+.progress-striped .progress-bar,
+.progress-bar-striped {
+ background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-size: 40px 40px;
+}
+.progress.active .progress-bar,
+.progress-bar.active {
+ -webkit-animation: progress-bar-stripes 2s linear infinite;
+ -o-animation: progress-bar-stripes 2s linear infinite;
+ animation: progress-bar-stripes 2s linear infinite;
+}
+.progress-bar-success {
+ background-color: #5cb85c;
+}
+.progress-striped .progress-bar-success {
+ background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+}
+.progress-bar-info {
+ background-color: #5bc0de;
+}
+.progress-striped .progress-bar-info {
+ background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+}
+.progress-bar-warning {
+ background-color: #f0ad4e;
+}
+.progress-striped .progress-bar-warning {
+ background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+}
+.progress-bar-danger {
+ background-color: #d9534f;
+}
+.progress-striped .progress-bar-danger {
+ background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+}
+.media {
+ margin-top: 15px;
+}
+.media:first-child {
+ margin-top: 0;
+}
+.media,
+.media-body {
+ zoom: 1;
+ overflow: hidden;
+}
+.media-body {
+ width: 10000px;
+}
+.media-object {
+ display: block;
+}
+.media-object.img-thumbnail {
+ max-width: none;
+}
+.media-right,
+.media > .pull-right {
+ padding-left: 10px;
+}
+.media-left,
+.media > .pull-left {
+ padding-right: 10px;
+}
+.media-left,
+.media-right,
+.media-body {
+ display: table-cell;
+ vertical-align: top;
+}
+.media-middle {
+ vertical-align: middle;
+}
+.media-bottom {
+ vertical-align: bottom;
+}
+.media-heading {
+ margin-top: 0;
+ margin-bottom: 5px;
+}
+.media-list {
+ padding-left: 0;
+ list-style: none;
+}
+.list-group {
+ margin-bottom: 20px;
+ padding-left: 0;
+}
+.list-group-item {
+ position: relative;
+ display: block;
+ padding: 10px 15px;
+ margin-bottom: -1px;
+ background-color: #fff;
+ border: 1px solid #ddd;
+}
+.list-group-item:first-child {
+ border-top-right-radius: 2px;
+ border-top-left-radius: 2px;
+}
+.list-group-item:last-child {
+ margin-bottom: 0;
+ border-bottom-right-radius: 2px;
+ border-bottom-left-radius: 2px;
+}
+a.list-group-item,
+button.list-group-item {
+ color: #555;
+}
+a.list-group-item .list-group-item-heading,
+button.list-group-item .list-group-item-heading {
+ color: #333;
+}
+a.list-group-item:hover,
+button.list-group-item:hover,
+a.list-group-item:focus,
+button.list-group-item:focus {
+ text-decoration: none;
+ color: #555;
+ background-color: #f5f5f5;
+}
+button.list-group-item {
+ width: 100%;
+ text-align: left;
+}
+.list-group-item.disabled,
+.list-group-item.disabled:hover,
+.list-group-item.disabled:focus {
+ background-color: #eeeeee;
+ color: #777777;
+ cursor: not-allowed;
+}
+.list-group-item.disabled .list-group-item-heading,
+.list-group-item.disabled:hover .list-group-item-heading,
+.list-group-item.disabled:focus .list-group-item-heading {
+ color: inherit;
+}
+.list-group-item.disabled .list-group-item-text,
+.list-group-item.disabled:hover .list-group-item-text,
+.list-group-item.disabled:focus .list-group-item-text {
+ color: #777777;
+}
+.list-group-item.active,
+.list-group-item.active:hover,
+.list-group-item.active:focus {
+ z-index: 2;
+ color: #fff;
+ background-color: #337ab7;
+ border-color: #337ab7;
+}
+.list-group-item.active .list-group-item-heading,
+.list-group-item.active:hover .list-group-item-heading,
+.list-group-item.active:focus .list-group-item-heading,
+.list-group-item.active .list-group-item-heading > small,
+.list-group-item.active:hover .list-group-item-heading > small,
+.list-group-item.active:focus .list-group-item-heading > small,
+.list-group-item.active .list-group-item-heading > .small,
+.list-group-item.active:hover .list-group-item-heading > .small,
+.list-group-item.active:focus .list-group-item-heading > .small {
+ color: inherit;
+}
+.list-group-item.active .list-group-item-text,
+.list-group-item.active:hover .list-group-item-text,
+.list-group-item.active:focus .list-group-item-text {
+ color: #c7ddef;
+}
+.list-group-item-success {
+ color: #3c763d;
+ background-color: #dff0d8;
+}
+a.list-group-item-success,
+button.list-group-item-success {
+ color: #3c763d;
+}
+a.list-group-item-success .list-group-item-heading,
+button.list-group-item-success .list-group-item-heading {
+ color: inherit;
+}
+a.list-group-item-success:hover,
+button.list-group-item-success:hover,
+a.list-group-item-success:focus,
+button.list-group-item-success:focus {
+ color: #3c763d;
+ background-color: #d0e9c6;
+}
+a.list-group-item-success.active,
+button.list-group-item-success.active,
+a.list-group-item-success.active:hover,
+button.list-group-item-success.active:hover,
+a.list-group-item-success.active:focus,
+button.list-group-item-success.active:focus {
+ color: #fff;
+ background-color: #3c763d;
+ border-color: #3c763d;
+}
+.list-group-item-info {
+ color: #31708f;
+ background-color: #d9edf7;
+}
+a.list-group-item-info,
+button.list-group-item-info {
+ color: #31708f;
+}
+a.list-group-item-info .list-group-item-heading,
+button.list-group-item-info .list-group-item-heading {
+ color: inherit;
+}
+a.list-group-item-info:hover,
+button.list-group-item-info:hover,
+a.list-group-item-info:focus,
+button.list-group-item-info:focus {
+ color: #31708f;
+ background-color: #c4e3f3;
+}
+a.list-group-item-info.active,
+button.list-group-item-info.active,
+a.list-group-item-info.active:hover,
+button.list-group-item-info.active:hover,
+a.list-group-item-info.active:focus,
+button.list-group-item-info.active:focus {
+ color: #fff;
+ background-color: #31708f;
+ border-color: #31708f;
+}
+.list-group-item-warning {
+ color: #8a6d3b;
+ background-color: #fcf8e3;
+}
+a.list-group-item-warning,
+button.list-group-item-warning {
+ color: #8a6d3b;
+}
+a.list-group-item-warning .list-group-item-heading,
+button.list-group-item-warning .list-group-item-heading {
+ color: inherit;
+}
+a.list-group-item-warning:hover,
+button.list-group-item-warning:hover,
+a.list-group-item-warning:focus,
+button.list-group-item-warning:focus {
+ color: #8a6d3b;
+ background-color: #faf2cc;
+}
+a.list-group-item-warning.active,
+button.list-group-item-warning.active,
+a.list-group-item-warning.active:hover,
+button.list-group-item-warning.active:hover,
+a.list-group-item-warning.active:focus,
+button.list-group-item-warning.active:focus {
+ color: #fff;
+ background-color: #8a6d3b;
+ border-color: #8a6d3b;
+}
+.list-group-item-danger {
+ color: #a94442;
+ background-color: #f2dede;
+}
+a.list-group-item-danger,
+button.list-group-item-danger {
+ color: #a94442;
+}
+a.list-group-item-danger .list-group-item-heading,
+button.list-group-item-danger .list-group-item-heading {
+ color: inherit;
+}
+a.list-group-item-danger:hover,
+button.list-group-item-danger:hover,
+a.list-group-item-danger:focus,
+button.list-group-item-danger:focus {
+ color: #a94442;
+ background-color: #ebcccc;
+}
+a.list-group-item-danger.active,
+button.list-group-item-danger.active,
+a.list-group-item-danger.active:hover,
+button.list-group-item-danger.active:hover,
+a.list-group-item-danger.active:focus,
+button.list-group-item-danger.active:focus {
+ color: #fff;
+ background-color: #a94442;
+ border-color: #a94442;
+}
+.list-group-item-heading {
+ margin-top: 0;
+ margin-bottom: 5px;
+}
+.list-group-item-text {
+ margin-bottom: 0;
+ line-height: 1.3;
+}
+.panel {
+ margin-bottom: 18px;
+ background-color: #fff;
+ border: 1px solid transparent;
+ border-radius: 2px;
+ -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
+ box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
+}
+.panel-body {
+ padding: 15px;
+}
+.panel-heading {
+ padding: 10px 15px;
+ border-bottom: 1px solid transparent;
+ border-top-right-radius: 1px;
+ border-top-left-radius: 1px;
+}
+.panel-heading > .dropdown .dropdown-toggle {
+ color: inherit;
+}
+.panel-title {
+ margin-top: 0;
+ margin-bottom: 0;
+ font-size: 15px;
+ color: inherit;
+}
+.panel-title > a,
+.panel-title > small,
+.panel-title > .small,
+.panel-title > small > a,
+.panel-title > .small > a {
+ color: inherit;
+}
+.panel-footer {
+ padding: 10px 15px;
+ background-color: #f5f5f5;
+ border-top: 1px solid #ddd;
+ border-bottom-right-radius: 1px;
+ border-bottom-left-radius: 1px;
+}
+.panel > .list-group,
+.panel > .panel-collapse > .list-group {
+ margin-bottom: 0;
+}
+.panel > .list-group .list-group-item,
+.panel > .panel-collapse > .list-group .list-group-item {
+ border-width: 1px 0;
+ border-radius: 0;
+}
+.panel > .list-group:first-child .list-group-item:first-child,
+.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
+ border-top: 0;
+ border-top-right-radius: 1px;
+ border-top-left-radius: 1px;
+}
+.panel > .list-group:last-child .list-group-item:last-child,
+.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
+ border-bottom: 0;
+ border-bottom-right-radius: 1px;
+ border-bottom-left-radius: 1px;
+}
+.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
+ border-top-right-radius: 0;
+ border-top-left-radius: 0;
+}
+.panel-heading + .list-group .list-group-item:first-child {
+ border-top-width: 0;
+}
+.list-group + .panel-footer {
+ border-top-width: 0;
+}
+.panel > .table,
+.panel > .table-responsive > .table,
+.panel > .panel-collapse > .table {
+ margin-bottom: 0;
+}
+.panel > .table caption,
+.panel > .table-responsive > .table caption,
+.panel > .panel-collapse > .table caption {
+ padding-left: 15px;
+ padding-right: 15px;
+}
+.panel > .table:first-child,
+.panel > .table-responsive:first-child > .table:first-child {
+ border-top-right-radius: 1px;
+ border-top-left-radius: 1px;
+}
+.panel > .table:first-child > thead:first-child > tr:first-child,
+.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
+.panel > .table:first-child > tbody:first-child > tr:first-child,
+.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
+ border-top-left-radius: 1px;
+ border-top-right-radius: 1px;
+}
+.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
+.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
+.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
+.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
+.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
+.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
+.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
+.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
+ border-top-left-radius: 1px;
+}
+.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
+.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
+.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
+.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
+.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
+.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
+.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
+.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
+ border-top-right-radius: 1px;
+}
+.panel > .table:last-child,
+.panel > .table-responsive:last-child > .table:last-child {
+ border-bottom-right-radius: 1px;
+ border-bottom-left-radius: 1px;
+}
+.panel > .table:last-child > tbody:last-child > tr:last-child,
+.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
+.panel > .table:last-child > tfoot:last-child > tr:last-child,
+.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
+ border-bottom-left-radius: 1px;
+ border-bottom-right-radius: 1px;
+}
+.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
+.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
+.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
+.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
+.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
+.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
+.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
+.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
+ border-bottom-left-radius: 1px;
+}
+.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
+.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
+.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
+.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
+.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
+.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
+.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
+.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
+ border-bottom-right-radius: 1px;
+}
+.panel > .panel-body + .table,
+.panel > .panel-body + .table-responsive,
+.panel > .table + .panel-body,
+.panel > .table-responsive + .panel-body {
+ border-top: 1px solid #ddd;
+}
+.panel > .table > tbody:first-child > tr:first-child th,
+.panel > .table > tbody:first-child > tr:first-child td {
+ border-top: 0;
+}
+.panel > .table-bordered,
+.panel > .table-responsive > .table-bordered {
+ border: 0;
+}
+.panel > .table-bordered > thead > tr > th:first-child,
+.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
+.panel > .table-bordered > tbody > tr > th:first-child,
+.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
+.panel > .table-bordered > tfoot > tr > th:first-child,
+.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
+.panel > .table-bordered > thead > tr > td:first-child,
+.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
+.panel > .table-bordered > tbody > tr > td:first-child,
+.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
+.panel > .table-bordered > tfoot > tr > td:first-child,
+.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
+ border-left: 0;
+}
+.panel > .table-bordered > thead > tr > th:last-child,
+.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
+.panel > .table-bordered > tbody > tr > th:last-child,
+.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
+.panel > .table-bordered > tfoot > tr > th:last-child,
+.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
+.panel > .table-bordered > thead > tr > td:last-child,
+.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
+.panel > .table-bordered > tbody > tr > td:last-child,
+.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
+.panel > .table-bordered > tfoot > tr > td:last-child,
+.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
+ border-right: 0;
+}
+.panel > .table-bordered > thead > tr:first-child > td,
+.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
+.panel > .table-bordered > tbody > tr:first-child > td,
+.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
+.panel > .table-bordered > thead > tr:first-child > th,
+.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
+.panel > .table-bordered > tbody > tr:first-child > th,
+.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
+ border-bottom: 0;
+}
+.panel > .table-bordered > tbody > tr:last-child > td,
+.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
+.panel > .table-bordered > tfoot > tr:last-child > td,
+.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
+.panel > .table-bordered > tbody > tr:last-child > th,
+.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
+.panel > .table-bordered > tfoot > tr:last-child > th,
+.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
+ border-bottom: 0;
+}
+.panel > .table-responsive {
+ border: 0;
+ margin-bottom: 0;
+}
+.panel-group {
+ margin-bottom: 18px;
+}
+.panel-group .panel {
+ margin-bottom: 0;
+ border-radius: 2px;
+}
+.panel-group .panel + .panel {
+ margin-top: 5px;
+}
+.panel-group .panel-heading {
+ border-bottom: 0;
+}
+.panel-group .panel-heading + .panel-collapse > .panel-body,
+.panel-group .panel-heading + .panel-collapse > .list-group {
+ border-top: 1px solid #ddd;
+}
+.panel-group .panel-footer {
+ border-top: 0;
+}
+.panel-group .panel-footer + .panel-collapse .panel-body {
+ border-bottom: 1px solid #ddd;
+}
+.panel-default {
+ border-color: #ddd;
+}
+.panel-default > .panel-heading {
+ color: #333333;
+ background-color: #f5f5f5;
+ border-color: #ddd;
+}
+.panel-default > .panel-heading + .panel-collapse > .panel-body {
+ border-top-color: #ddd;
+}
+.panel-default > .panel-heading .badge {
+ color: #f5f5f5;
+ background-color: #333333;
+}
+.panel-default > .panel-footer + .panel-collapse > .panel-body {
+ border-bottom-color: #ddd;
+}
+.panel-primary {
+ border-color: #337ab7;
+}
+.panel-primary > .panel-heading {
+ color: #fff;
+ background-color: #337ab7;
+ border-color: #337ab7;
+}
+.panel-primary > .panel-heading + .panel-collapse > .panel-body {
+ border-top-color: #337ab7;
+}
+.panel-primary > .panel-heading .badge {
+ color: #337ab7;
+ background-color: #fff;
+}
+.panel-primary > .panel-footer + .panel-collapse > .panel-body {
+ border-bottom-color: #337ab7;
+}
+.panel-success {
+ border-color: #d6e9c6;
+}
+.panel-success > .panel-heading {
+ color: #3c763d;
+ background-color: #dff0d8;
+ border-color: #d6e9c6;
+}
+.panel-success > .panel-heading + .panel-collapse > .panel-body {
+ border-top-color: #d6e9c6;
+}
+.panel-success > .panel-heading .badge {
+ color: #dff0d8;
+ background-color: #3c763d;
+}
+.panel-success > .panel-footer + .panel-collapse > .panel-body {
+ border-bottom-color: #d6e9c6;
+}
+.panel-info {
+ border-color: #bce8f1;
+}
+.panel-info > .panel-heading {
+ color: #31708f;
+ background-color: #d9edf7;
+ border-color: #bce8f1;
+}
+.panel-info > .panel-heading + .panel-collapse > .panel-body {
+ border-top-color: #bce8f1;
+}
+.panel-info > .panel-heading .badge {
+ color: #d9edf7;
+ background-color: #31708f;
+}
+.panel-info > .panel-footer + .panel-collapse > .panel-body {
+ border-bottom-color: #bce8f1;
+}
+.panel-warning {
+ border-color: #faebcc;
+}
+.panel-warning > .panel-heading {
+ color: #8a6d3b;
+ background-color: #fcf8e3;
+ border-color: #faebcc;
+}
+.panel-warning > .panel-heading + .panel-collapse > .panel-body {
+ border-top-color: #faebcc;
+}
+.panel-warning > .panel-heading .badge {
+ color: #fcf8e3;
+ background-color: #8a6d3b;
+}
+.panel-warning > .panel-footer + .panel-collapse > .panel-body {
+ border-bottom-color: #faebcc;
+}
+.panel-danger {
+ border-color: #ebccd1;
+}
+.panel-danger > .panel-heading {
+ color: #a94442;
+ background-color: #f2dede;
+ border-color: #ebccd1;
+}
+.panel-danger > .panel-heading + .panel-collapse > .panel-body {
+ border-top-color: #ebccd1;
+}
+.panel-danger > .panel-heading .badge {
+ color: #f2dede;
+ background-color: #a94442;
+}
+.panel-danger > .panel-footer + .panel-collapse > .panel-body {
+ border-bottom-color: #ebccd1;
+}
+.embed-responsive {
+ position: relative;
+ display: block;
+ height: 0;
+ padding: 0;
+ overflow: hidden;
+}
+.embed-responsive .embed-responsive-item,
+.embed-responsive iframe,
+.embed-responsive embed,
+.embed-responsive object,
+.embed-responsive video {
+ position: absolute;
+ top: 0;
+ left: 0;
+ bottom: 0;
+ height: 100%;
+ width: 100%;
+ border: 0;
+}
+.embed-responsive-16by9 {
+ padding-bottom: 56.25%;
+}
+.embed-responsive-4by3 {
+ padding-bottom: 75%;
+}
+.well {
+ min-height: 20px;
+ padding: 19px;
+ margin-bottom: 20px;
+ background-color: #f5f5f5;
+ border: 1px solid #e3e3e3;
+ border-radius: 2px;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
+}
+.well blockquote {
+ border-color: #ddd;
+ border-color: rgba(0, 0, 0, 0.15);
+}
+.well-lg {
+ padding: 24px;
+ border-radius: 3px;
+}
+.well-sm {
+ padding: 9px;
+ border-radius: 1px;
+}
+.close {
+ float: right;
+ font-size: 19.5px;
+ font-weight: bold;
+ line-height: 1;
+ color: #000;
+ text-shadow: 0 1px 0 #fff;
+ opacity: 0.2;
+ filter: alpha(opacity=20);
+}
+.close:hover,
+.close:focus {
+ color: #000;
+ text-decoration: none;
+ cursor: pointer;
+ opacity: 0.5;
+ filter: alpha(opacity=50);
+}
+button.close {
+ padding: 0;
+ cursor: pointer;
+ background: transparent;
+ border: 0;
+ -webkit-appearance: none;
+}
+.modal-open {
+ overflow: hidden;
+}
+.modal {
+ display: none;
+ overflow: hidden;
+ position: fixed;
+ top: 0;
+ right: 0;
+ bottom: 0;
+ left: 0;
+ z-index: 1050;
+ -webkit-overflow-scrolling: touch;
+ outline: 0;
+}
+.modal.fade .modal-dialog {
+ -webkit-transform: translate(0, -25%);
+ -ms-transform: translate(0, -25%);
+ -o-transform: translate(0, -25%);
+ transform: translate(0, -25%);
+ -webkit-transition: -webkit-transform 0.3s ease-out;
+ -moz-transition: -moz-transform 0.3s ease-out;
+ -o-transition: -o-transform 0.3s ease-out;
+ transition: transform 0.3s ease-out;
+}
+.modal.in .modal-dialog {
+ -webkit-transform: translate(0, 0);
+ -ms-transform: translate(0, 0);
+ -o-transform: translate(0, 0);
+ transform: translate(0, 0);
+}
+.modal-open .modal {
+ overflow-x: hidden;
+ overflow-y: auto;
+}
+.modal-dialog {
+ position: relative;
+ width: auto;
+ margin: 10px;
+}
+.modal-content {
+ position: relative;
+ background-color: #fff;
+ border: 1px solid #999;
+ border: 1px solid rgba(0, 0, 0, 0.2);
+ border-radius: 3px;
+ -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
+ box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
+ background-clip: padding-box;
+ outline: 0;
+}
+.modal-backdrop {
+ position: fixed;
+ top: 0;
+ right: 0;
+ bottom: 0;
+ left: 0;
+ z-index: 1040;
+ background-color: #000;
+}
+.modal-backdrop.fade {
+ opacity: 0;
+ filter: alpha(opacity=0);
+}
+.modal-backdrop.in {
+ opacity: 0.5;
+ filter: alpha(opacity=50);
+}
+.modal-header {
+ padding: 15px;
+ border-bottom: 1px solid #e5e5e5;
+}
+.modal-header .close {
+ margin-top: -2px;
+}
+.modal-title {
+ margin: 0;
+ line-height: 1.42857143;
+}
+.modal-body {
+ position: relative;
+ padding: 15px;
+}
+.modal-footer {
+ padding: 15px;
+ text-align: right;
+ border-top: 1px solid #e5e5e5;
+}
+.modal-footer .btn + .btn {
+ margin-left: 5px;
+ margin-bottom: 0;
+}
+.modal-footer .btn-group .btn + .btn {
+ margin-left: -1px;
+}
+.modal-footer .btn-block + .btn-block {
+ margin-left: 0;
+}
+.modal-scrollbar-measure {
+ position: absolute;
+ top: -9999px;
+ width: 50px;
+ height: 50px;
+ overflow: scroll;
+}
+@media (min-width: 768px) {
+ .modal-dialog {
+ width: 600px;
+ margin: 30px auto;
+ }
+ .modal-content {
+ -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
+ box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
+ }
+ .modal-sm {
+ width: 300px;
+ }
+}
+@media (min-width: 992px) {
+ .modal-lg {
+ width: 900px;
+ }
+}
+.tooltip {
+ position: absolute;
+ z-index: 1070;
+ display: block;
+ font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
+ font-style: normal;
+ font-weight: normal;
+ letter-spacing: normal;
+ line-break: auto;
+ line-height: 1.42857143;
+ text-align: left;
+ text-align: start;
+ text-decoration: none;
+ text-shadow: none;
+ text-transform: none;
+ white-space: normal;
+ word-break: normal;
+ word-spacing: normal;
+ word-wrap: normal;
+ font-size: 12px;
+ opacity: 0;
+ filter: alpha(opacity=0);
+}
+.tooltip.in {
+ opacity: 0.9;
+ filter: alpha(opacity=90);
+}
+.tooltip.top {
+ margin-top: -3px;
+ padding: 5px 0;
+}
+.tooltip.right {
+ margin-left: 3px;
+ padding: 0 5px;
+}
+.tooltip.bottom {
+ margin-top: 3px;
+ padding: 5px 0;
+}
+.tooltip.left {
+ margin-left: -3px;
+ padding: 0 5px;
+}
+.tooltip-inner {
+ max-width: 200px;
+ padding: 3px 8px;
+ color: #fff;
+ text-align: center;
+ background-color: #000;
+ border-radius: 2px;
+}
+.tooltip-arrow {
+ position: absolute;
+ width: 0;
+ height: 0;
+ border-color: transparent;
+ border-style: solid;
+}
+.tooltip.top .tooltip-arrow {
+ bottom: 0;
+ left: 50%;
+ margin-left: -5px;
+ border-width: 5px 5px 0;
+ border-top-color: #000;
+}
+.tooltip.top-left .tooltip-arrow {
+ bottom: 0;
+ right: 5px;
+ margin-bottom: -5px;
+ border-width: 5px 5px 0;
+ border-top-color: #000;
+}
+.tooltip.top-right .tooltip-arrow {
+ bottom: 0;
+ left: 5px;
+ margin-bottom: -5px;
+ border-width: 5px 5px 0;
+ border-top-color: #000;
+}
+.tooltip.right .tooltip-arrow {
+ top: 50%;
+ left: 0;
+ margin-top: -5px;
+ border-width: 5px 5px 5px 0;
+ border-right-color: #000;
+}
+.tooltip.left .tooltip-arrow {
+ top: 50%;
+ right: 0;
+ margin-top: -5px;
+ border-width: 5px 0 5px 5px;
+ border-left-color: #000;
+}
+.tooltip.bottom .tooltip-arrow {
+ top: 0;
+ left: 50%;
+ margin-left: -5px;
+ border-width: 0 5px 5px;
+ border-bottom-color: #000;
+}
+.tooltip.bottom-left .tooltip-arrow {
+ top: 0;
+ right: 5px;
+ margin-top: -5px;
+ border-width: 0 5px 5px;
+ border-bottom-color: #000;
+}
+.tooltip.bottom-right .tooltip-arrow {
+ top: 0;
+ left: 5px;
+ margin-top: -5px;
+ border-width: 0 5px 5px;
+ border-bottom-color: #000;
+}
+.popover {
+ position: absolute;
+ top: 0;
+ left: 0;
+ z-index: 1060;
+ display: none;
+ max-width: 276px;
+ padding: 1px;
+ font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
+ font-style: normal;
+ font-weight: normal;
+ letter-spacing: normal;
+ line-break: auto;
+ line-height: 1.42857143;
+ text-align: left;
+ text-align: start;
+ text-decoration: none;
+ text-shadow: none;
+ text-transform: none;
+ white-space: normal;
+ word-break: normal;
+ word-spacing: normal;
+ word-wrap: normal;
+ font-size: 13px;
+ background-color: #fff;
+ background-clip: padding-box;
+ border: 1px solid #ccc;
+ border: 1px solid rgba(0, 0, 0, 0.2);
+ border-radius: 3px;
+ -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
+ box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
+}
+.popover.top {
+ margin-top: -10px;
+}
+.popover.right {
+ margin-left: 10px;
+}
+.popover.bottom {
+ margin-top: 10px;
+}
+.popover.left {
+ margin-left: -10px;
+}
+.popover-title {
+ margin: 0;
+ padding: 8px 14px;
+ font-size: 13px;
+ background-color: #f7f7f7;
+ border-bottom: 1px solid #ebebeb;
+ border-radius: 2px 2px 0 0;
+}
+.popover-content {
+ padding: 9px 14px;
+}
+.popover > .arrow,
+.popover > .arrow:after {
+ position: absolute;
+ display: block;
+ width: 0;
+ height: 0;
+ border-color: transparent;
+ border-style: solid;
+}
+.popover > .arrow {
+ border-width: 11px;
+}
+.popover > .arrow:after {
+ border-width: 10px;
+ content: "";
+}
+.popover.top > .arrow {
+ left: 50%;
+ margin-left: -11px;
+ border-bottom-width: 0;
+ border-top-color: #999999;
+ border-top-color: rgba(0, 0, 0, 0.25);
+ bottom: -11px;
+}
+.popover.top > .arrow:after {
+ content: " ";
+ bottom: 1px;
+ margin-left: -10px;
+ border-bottom-width: 0;
+ border-top-color: #fff;
+}
+.popover.right > .arrow {
+ top: 50%;
+ left: -11px;
+ margin-top: -11px;
+ border-left-width: 0;
+ border-right-color: #999999;
+ border-right-color: rgba(0, 0, 0, 0.25);
+}
+.popover.right > .arrow:after {
+ content: " ";
+ left: 1px;
+ bottom: -10px;
+ border-left-width: 0;
+ border-right-color: #fff;
+}
+.popover.bottom > .arrow {
+ left: 50%;
+ margin-left: -11px;
+ border-top-width: 0;
+ border-bottom-color: #999999;
+ border-bottom-color: rgba(0, 0, 0, 0.25);
+ top: -11px;
+}
+.popover.bottom > .arrow:after {
+ content: " ";
+ top: 1px;
+ margin-left: -10px;
+ border-top-width: 0;
+ border-bottom-color: #fff;
+}
+.popover.left > .arrow {
+ top: 50%;
+ right: -11px;
+ margin-top: -11px;
+ border-right-width: 0;
+ border-left-color: #999999;
+ border-left-color: rgba(0, 0, 0, 0.25);
+}
+.popover.left > .arrow:after {
+ content: " ";
+ right: 1px;
+ border-right-width: 0;
+ border-left-color: #fff;
+ bottom: -10px;
+}
+.carousel {
+ position: relative;
+}
+.carousel-inner {
+ position: relative;
+ overflow: hidden;
+ width: 100%;
+}
+.carousel-inner > .item {
+ display: none;
+ position: relative;
+ -webkit-transition: 0.6s ease-in-out left;
+ -o-transition: 0.6s ease-in-out left;
+ transition: 0.6s ease-in-out left;
+}
+.carousel-inner > .item > img,
+.carousel-inner > .item > a > img {
+ line-height: 1;
+}
+@media all and (transform-3d), (-webkit-transform-3d) {
+ .carousel-inner > .item {
+ -webkit-transition: -webkit-transform 0.6s ease-in-out;
+ -moz-transition: -moz-transform 0.6s ease-in-out;
+ -o-transition: -o-transform 0.6s ease-in-out;
+ transition: transform 0.6s ease-in-out;
+ -webkit-backface-visibility: hidden;
+ -moz-backface-visibility: hidden;
+ backface-visibility: hidden;
+ -webkit-perspective: 1000px;
+ -moz-perspective: 1000px;
+ perspective: 1000px;
+ }
+ .carousel-inner > .item.next,
+ .carousel-inner > .item.active.right {
+ -webkit-transform: translate3d(100%, 0, 0);
+ transform: translate3d(100%, 0, 0);
+ left: 0;
+ }
+ .carousel-inner > .item.prev,
+ .carousel-inner > .item.active.left {
+ -webkit-transform: translate3d(-100%, 0, 0);
+ transform: translate3d(-100%, 0, 0);
+ left: 0;
+ }
+ .carousel-inner > .item.next.left,
+ .carousel-inner > .item.prev.right,
+ .carousel-inner > .item.active {
+ -webkit-transform: translate3d(0, 0, 0);
+ transform: translate3d(0, 0, 0);
+ left: 0;
+ }
+}
+.carousel-inner > .active,
+.carousel-inner > .next,
+.carousel-inner > .prev {
+ display: block;
+}
+.carousel-inner > .active {
+ left: 0;
+}
+.carousel-inner > .next,
+.carousel-inner > .prev {
+ position: absolute;
+ top: 0;
+ width: 100%;
+}
+.carousel-inner > .next {
+ left: 100%;
+}
+.carousel-inner > .prev {
+ left: -100%;
+}
+.carousel-inner > .next.left,
+.carousel-inner > .prev.right {
+ left: 0;
+}
+.carousel-inner > .active.left {
+ left: -100%;
+}
+.carousel-inner > .active.right {
+ left: 100%;
+}
+.carousel-control {
+ position: absolute;
+ top: 0;
+ left: 0;
+ bottom: 0;
+ width: 15%;
+ opacity: 0.5;
+ filter: alpha(opacity=50);
+ font-size: 20px;
+ color: #fff;
+ text-align: center;
+ text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
+ background-color: rgba(0, 0, 0, 0);
+}
+.carousel-control.left {
+ background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
+ background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
+ background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
+ background-repeat: repeat-x;
+ filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
+}
+.carousel-control.right {
+ left: auto;
+ right: 0;
+ background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
+ background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
+ background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
+ background-repeat: repeat-x;
+ filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
+}
+.carousel-control:hover,
+.carousel-control:focus {
+ outline: 0;
+ color: #fff;
+ text-decoration: none;
+ opacity: 0.9;
+ filter: alpha(opacity=90);
+}
+.carousel-control .icon-prev,
+.carousel-control .icon-next,
+.carousel-control .glyphicon-chevron-left,
+.carousel-control .glyphicon-chevron-right {
+ position: absolute;
+ top: 50%;
+ margin-top: -10px;
+ z-index: 5;
+ display: inline-block;
+}
+.carousel-control .icon-prev,
+.carousel-control .glyphicon-chevron-left {
+ left: 50%;
+ margin-left: -10px;
+}
+.carousel-control .icon-next,
+.carousel-control .glyphicon-chevron-right {
+ right: 50%;
+ margin-right: -10px;
+}
+.carousel-control .icon-prev,
+.carousel-control .icon-next {
+ width: 20px;
+ height: 20px;
+ line-height: 1;
+ font-family: serif;
+}
+.carousel-control .icon-prev:before {
+ content: '\2039';
+}
+.carousel-control .icon-next:before {
+ content: '\203a';
+}
+.carousel-indicators {
+ position: absolute;
+ bottom: 10px;
+ left: 50%;
+ z-index: 15;
+ width: 60%;
+ margin-left: -30%;
+ padding-left: 0;
+ list-style: none;
+ text-align: center;
+}
+.carousel-indicators li {
+ display: inline-block;
+ width: 10px;
+ height: 10px;
+ margin: 1px;
+ text-indent: -999px;
+ border: 1px solid #fff;
+ border-radius: 10px;
+ cursor: pointer;
+ background-color: #000 \9;
+ background-color: rgba(0, 0, 0, 0);
+}
+.carousel-indicators .active {
+ margin: 0;
+ width: 12px;
+ height: 12px;
+ background-color: #fff;
+}
+.carousel-caption {
+ position: absolute;
+ left: 15%;
+ right: 15%;
+ bottom: 20px;
+ z-index: 10;
+ padding-top: 20px;
+ padding-bottom: 20px;
+ color: #fff;
+ text-align: center;
+ text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
+}
+.carousel-caption .btn {
+ text-shadow: none;
+}
+@media screen and (min-width: 768px) {
+ .carousel-control .glyphicon-chevron-left,
+ .carousel-control .glyphicon-chevron-right,
+ .carousel-control .icon-prev,
+ .carousel-control .icon-next {
+ width: 30px;
+ height: 30px;
+ margin-top: -10px;
+ font-size: 30px;
+ }
+ .carousel-control .glyphicon-chevron-left,
+ .carousel-control .icon-prev {
+ margin-left: -10px;
+ }
+ .carousel-control .glyphicon-chevron-right,
+ .carousel-control .icon-next {
+ margin-right: -10px;
+ }
+ .carousel-caption {
+ left: 20%;
+ right: 20%;
+ padding-bottom: 30px;
+ }
+ .carousel-indicators {
+ bottom: 20px;
+ }
+}
+.clearfix:before,
+.clearfix:after,
+.dl-horizontal dd:before,
+.dl-horizontal dd:after,
+.container:before,
+.container:after,
+.container-fluid:before,
+.container-fluid:after,
+.row:before,
+.row:after,
+.form-horizontal .form-group:before,
+.form-horizontal .form-group:after,
+.btn-toolbar:before,
+.btn-toolbar:after,
+.btn-group-vertical > .btn-group:before,
+.btn-group-vertical > .btn-group:after,
+.nav:before,
+.nav:after,
+.navbar:before,
+.navbar:after,
+.navbar-header:before,
+.navbar-header:after,
+.navbar-collapse:before,
+.navbar-collapse:after,
+.pager:before,
+.pager:after,
+.panel-body:before,
+.panel-body:after,
+.modal-header:before,
+.modal-header:after,
+.modal-footer:before,
+.modal-footer:after,
+.item_buttons:before,
+.item_buttons:after {
+ content: " ";
+ display: table;
+}
+.clearfix:after,
+.dl-horizontal dd:after,
+.container:after,
+.container-fluid:after,
+.row:after,
+.form-horizontal .form-group:after,
+.btn-toolbar:after,
+.btn-group-vertical > .btn-group:after,
+.nav:after,
+.navbar:after,
+.navbar-header:after,
+.navbar-collapse:after,
+.pager:after,
+.panel-body:after,
+.modal-header:after,
+.modal-footer:after,
+.item_buttons:after {
+ clear: both;
+}
+.center-block {
+ display: block;
+ margin-left: auto;
+ margin-right: auto;
+}
+.pull-right {
+ float: right !important;
+}
+.pull-left {
+ float: left !important;
+}
+.hide {
+ display: none !important;
+}
+.show {
+ display: block !important;
+}
+.invisible {
+ visibility: hidden;
+}
+.text-hide {
+ font: 0/0 a;
+ color: transparent;
+ text-shadow: none;
+ background-color: transparent;
+ border: 0;
+}
+.hidden {
+ display: none !important;
+}
+.affix {
+ position: fixed;
+}
+@-ms-viewport {
+ width: device-width;
+}
+.visible-xs,
+.visible-sm,
+.visible-md,
+.visible-lg {
+ display: none !important;
+}
+.visible-xs-block,
+.visible-xs-inline,
+.visible-xs-inline-block,
+.visible-sm-block,
+.visible-sm-inline,
+.visible-sm-inline-block,
+.visible-md-block,
+.visible-md-inline,
+.visible-md-inline-block,
+.visible-lg-block,
+.visible-lg-inline,
+.visible-lg-inline-block {
+ display: none !important;
+}
+@media (max-width: 767px) {
+ .visible-xs {
+ display: block !important;
+ }
+ table.visible-xs {
+ display: table !important;
+ }
+ tr.visible-xs {
+ display: table-row !important;
+ }
+ th.visible-xs,
+ td.visible-xs {
+ display: table-cell !important;
+ }
+}
+@media (max-width: 767px) {
+ .visible-xs-block {
+ display: block !important;
+ }
+}
+@media (max-width: 767px) {
+ .visible-xs-inline {
+ display: inline !important;
+ }
+}
+@media (max-width: 767px) {
+ .visible-xs-inline-block {
+ display: inline-block !important;
+ }
+}
+@media (min-width: 768px) and (max-width: 991px) {
+ .visible-sm {
+ display: block !important;
+ }
+ table.visible-sm {
+ display: table !important;
+ }
+ tr.visible-sm {
+ display: table-row !important;
+ }
+ th.visible-sm,
+ td.visible-sm {
+ display: table-cell !important;
+ }
+}
+@media (min-width: 768px) and (max-width: 991px) {
+ .visible-sm-block {
+ display: block !important;
+ }
+}
+@media (min-width: 768px) and (max-width: 991px) {
+ .visible-sm-inline {
+ display: inline !important;
+ }
+}
+@media (min-width: 768px) and (max-width: 991px) {
+ .visible-sm-inline-block {
+ display: inline-block !important;
+ }
+}
+@media (min-width: 992px) and (max-width: 1199px) {
+ .visible-md {
+ display: block !important;
+ }
+ table.visible-md {
+ display: table !important;
+ }
+ tr.visible-md {
+ display: table-row !important;
+ }
+ th.visible-md,
+ td.visible-md {
+ display: table-cell !important;
+ }
+}
+@media (min-width: 992px) and (max-width: 1199px) {
+ .visible-md-block {
+ display: block !important;
+ }
+}
+@media (min-width: 992px) and (max-width: 1199px) {
+ .visible-md-inline {
+ display: inline !important;
+ }
+}
+@media (min-width: 992px) and (max-width: 1199px) {
+ .visible-md-inline-block {
+ display: inline-block !important;
+ }
+}
+@media (min-width: 1200px) {
+ .visible-lg {
+ display: block !important;
+ }
+ table.visible-lg {
+ display: table !important;
+ }
+ tr.visible-lg {
+ display: table-row !important;
+ }
+ th.visible-lg,
+ td.visible-lg {
+ display: table-cell !important;
+ }
+}
+@media (min-width: 1200px) {
+ .visible-lg-block {
+ display: block !important;
+ }
+}
+@media (min-width: 1200px) {
+ .visible-lg-inline {
+ display: inline !important;
+ }
+}
+@media (min-width: 1200px) {
+ .visible-lg-inline-block {
+ display: inline-block !important;
+ }
+}
+@media (max-width: 767px) {
+ .hidden-xs {
+ display: none !important;
+ }
+}
+@media (min-width: 768px) and (max-width: 991px) {
+ .hidden-sm {
+ display: none !important;
+ }
+}
+@media (min-width: 992px) and (max-width: 1199px) {
+ .hidden-md {
+ display: none !important;
+ }
+}
+@media (min-width: 1200px) {
+ .hidden-lg {
+ display: none !important;
+ }
+}
+.visible-print {
+ display: none !important;
+}
+@media print {
+ .visible-print {
+ display: block !important;
+ }
+ table.visible-print {
+ display: table !important;
+ }
+ tr.visible-print {
+ display: table-row !important;
+ }
+ th.visible-print,
+ td.visible-print {
+ display: table-cell !important;
+ }
+}
+.visible-print-block {
+ display: none !important;
+}
+@media print {
+ .visible-print-block {
+ display: block !important;
+ }
+}
+.visible-print-inline {
+ display: none !important;
+}
+@media print {
+ .visible-print-inline {
+ display: inline !important;
+ }
+}
+.visible-print-inline-block {
+ display: none !important;
+}
+@media print {
+ .visible-print-inline-block {
+ display: inline-block !important;
+ }
+}
+@media print {
+ .hidden-print {
+ display: none !important;
+ }
+}
+/*!
+*
+* Font Awesome
+*
+*/
+/*!
+ * Font Awesome 4.7.0 by @davegandy - http://fontawesome.io - @fontawesome
+ * License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
+ */
+/* FONT PATH
+ * -------------------------- */
+@font-face {
+ font-family: 'FontAwesome';
+ src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.7.0');
+ src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.7.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff2?v=4.7.0') format('woff2'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.7.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.7.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.7.0#fontawesomeregular') format('svg');
+ font-weight: normal;
+ font-style: normal;
+}
+.fa {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+}
+/* makes the font 33% larger relative to the icon container */
+.fa-lg {
+ font-size: 1.33333333em;
+ line-height: 0.75em;
+ vertical-align: -15%;
+}
+.fa-2x {
+ font-size: 2em;
+}
+.fa-3x {
+ font-size: 3em;
+}
+.fa-4x {
+ font-size: 4em;
+}
+.fa-5x {
+ font-size: 5em;
+}
+.fa-fw {
+ width: 1.28571429em;
+ text-align: center;
+}
+.fa-ul {
+ padding-left: 0;
+ margin-left: 2.14285714em;
+ list-style-type: none;
+}
+.fa-ul > li {
+ position: relative;
+}
+.fa-li {
+ position: absolute;
+ left: -2.14285714em;
+ width: 2.14285714em;
+ top: 0.14285714em;
+ text-align: center;
+}
+.fa-li.fa-lg {
+ left: -1.85714286em;
+}
+.fa-border {
+ padding: .2em .25em .15em;
+ border: solid 0.08em #eee;
+ border-radius: .1em;
+}
+.fa-pull-left {
+ float: left;
+}
+.fa-pull-right {
+ float: right;
+}
+.fa.fa-pull-left {
+ margin-right: .3em;
+}
+.fa.fa-pull-right {
+ margin-left: .3em;
+}
+/* Deprecated as of 4.4.0 */
+.pull-right {
+ float: right;
+}
+.pull-left {
+ float: left;
+}
+.fa.pull-left {
+ margin-right: .3em;
+}
+.fa.pull-right {
+ margin-left: .3em;
+}
+.fa-spin {
+ -webkit-animation: fa-spin 2s infinite linear;
+ animation: fa-spin 2s infinite linear;
+}
+.fa-pulse {
+ -webkit-animation: fa-spin 1s infinite steps(8);
+ animation: fa-spin 1s infinite steps(8);
+}
+@-webkit-keyframes fa-spin {
+ 0% {
+ -webkit-transform: rotate(0deg);
+ transform: rotate(0deg);
+ }
+ 100% {
+ -webkit-transform: rotate(359deg);
+ transform: rotate(359deg);
+ }
+}
+@keyframes fa-spin {
+ 0% {
+ -webkit-transform: rotate(0deg);
+ transform: rotate(0deg);
+ }
+ 100% {
+ -webkit-transform: rotate(359deg);
+ transform: rotate(359deg);
+ }
+}
+.fa-rotate-90 {
+ -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";
+ -webkit-transform: rotate(90deg);
+ -ms-transform: rotate(90deg);
+ transform: rotate(90deg);
+}
+.fa-rotate-180 {
+ -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";
+ -webkit-transform: rotate(180deg);
+ -ms-transform: rotate(180deg);
+ transform: rotate(180deg);
+}
+.fa-rotate-270 {
+ -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";
+ -webkit-transform: rotate(270deg);
+ -ms-transform: rotate(270deg);
+ transform: rotate(270deg);
+}
+.fa-flip-horizontal {
+ -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";
+ -webkit-transform: scale(-1, 1);
+ -ms-transform: scale(-1, 1);
+ transform: scale(-1, 1);
+}
+.fa-flip-vertical {
+ -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)";
+ -webkit-transform: scale(1, -1);
+ -ms-transform: scale(1, -1);
+ transform: scale(1, -1);
+}
+:root .fa-rotate-90,
+:root .fa-rotate-180,
+:root .fa-rotate-270,
+:root .fa-flip-horizontal,
+:root .fa-flip-vertical {
+ filter: none;
+}
+.fa-stack {
+ position: relative;
+ display: inline-block;
+ width: 2em;
+ height: 2em;
+ line-height: 2em;
+ vertical-align: middle;
+}
+.fa-stack-1x,
+.fa-stack-2x {
+ position: absolute;
+ left: 0;
+ width: 100%;
+ text-align: center;
+}
+.fa-stack-1x {
+ line-height: inherit;
+}
+.fa-stack-2x {
+ font-size: 2em;
+}
+.fa-inverse {
+ color: #fff;
+}
+/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
+ readers do not read off random characters that represent icons */
+.fa-glass:before {
+ content: "\f000";
+}
+.fa-music:before {
+ content: "\f001";
+}
+.fa-search:before {
+ content: "\f002";
+}
+.fa-envelope-o:before {
+ content: "\f003";
+}
+.fa-heart:before {
+ content: "\f004";
+}
+.fa-star:before {
+ content: "\f005";
+}
+.fa-star-o:before {
+ content: "\f006";
+}
+.fa-user:before {
+ content: "\f007";
+}
+.fa-film:before {
+ content: "\f008";
+}
+.fa-th-large:before {
+ content: "\f009";
+}
+.fa-th:before {
+ content: "\f00a";
+}
+.fa-th-list:before {
+ content: "\f00b";
+}
+.fa-check:before {
+ content: "\f00c";
+}
+.fa-remove:before,
+.fa-close:before,
+.fa-times:before {
+ content: "\f00d";
+}
+.fa-search-plus:before {
+ content: "\f00e";
+}
+.fa-search-minus:before {
+ content: "\f010";
+}
+.fa-power-off:before {
+ content: "\f011";
+}
+.fa-signal:before {
+ content: "\f012";
+}
+.fa-gear:before,
+.fa-cog:before {
+ content: "\f013";
+}
+.fa-trash-o:before {
+ content: "\f014";
+}
+.fa-home:before {
+ content: "\f015";
+}
+.fa-file-o:before {
+ content: "\f016";
+}
+.fa-clock-o:before {
+ content: "\f017";
+}
+.fa-road:before {
+ content: "\f018";
+}
+.fa-download:before {
+ content: "\f019";
+}
+.fa-arrow-circle-o-down:before {
+ content: "\f01a";
+}
+.fa-arrow-circle-o-up:before {
+ content: "\f01b";
+}
+.fa-inbox:before {
+ content: "\f01c";
+}
+.fa-play-circle-o:before {
+ content: "\f01d";
+}
+.fa-rotate-right:before,
+.fa-repeat:before {
+ content: "\f01e";
+}
+.fa-refresh:before {
+ content: "\f021";
+}
+.fa-list-alt:before {
+ content: "\f022";
+}
+.fa-lock:before {
+ content: "\f023";
+}
+.fa-flag:before {
+ content: "\f024";
+}
+.fa-headphones:before {
+ content: "\f025";
+}
+.fa-volume-off:before {
+ content: "\f026";
+}
+.fa-volume-down:before {
+ content: "\f027";
+}
+.fa-volume-up:before {
+ content: "\f028";
+}
+.fa-qrcode:before {
+ content: "\f029";
+}
+.fa-barcode:before {
+ content: "\f02a";
+}
+.fa-tag:before {
+ content: "\f02b";
+}
+.fa-tags:before {
+ content: "\f02c";
+}
+.fa-book:before {
+ content: "\f02d";
+}
+.fa-bookmark:before {
+ content: "\f02e";
+}
+.fa-print:before {
+ content: "\f02f";
+}
+.fa-camera:before {
+ content: "\f030";
+}
+.fa-font:before {
+ content: "\f031";
+}
+.fa-bold:before {
+ content: "\f032";
+}
+.fa-italic:before {
+ content: "\f033";
+}
+.fa-text-height:before {
+ content: "\f034";
+}
+.fa-text-width:before {
+ content: "\f035";
+}
+.fa-align-left:before {
+ content: "\f036";
+}
+.fa-align-center:before {
+ content: "\f037";
+}
+.fa-align-right:before {
+ content: "\f038";
+}
+.fa-align-justify:before {
+ content: "\f039";
+}
+.fa-list:before {
+ content: "\f03a";
+}
+.fa-dedent:before,
+.fa-outdent:before {
+ content: "\f03b";
+}
+.fa-indent:before {
+ content: "\f03c";
+}
+.fa-video-camera:before {
+ content: "\f03d";
+}
+.fa-photo:before,
+.fa-image:before,
+.fa-picture-o:before {
+ content: "\f03e";
+}
+.fa-pencil:before {
+ content: "\f040";
+}
+.fa-map-marker:before {
+ content: "\f041";
+}
+.fa-adjust:before {
+ content: "\f042";
+}
+.fa-tint:before {
+ content: "\f043";
+}
+.fa-edit:before,
+.fa-pencil-square-o:before {
+ content: "\f044";
+}
+.fa-share-square-o:before {
+ content: "\f045";
+}
+.fa-check-square-o:before {
+ content: "\f046";
+}
+.fa-arrows:before {
+ content: "\f047";
+}
+.fa-step-backward:before {
+ content: "\f048";
+}
+.fa-fast-backward:before {
+ content: "\f049";
+}
+.fa-backward:before {
+ content: "\f04a";
+}
+.fa-play:before {
+ content: "\f04b";
+}
+.fa-pause:before {
+ content: "\f04c";
+}
+.fa-stop:before {
+ content: "\f04d";
+}
+.fa-forward:before {
+ content: "\f04e";
+}
+.fa-fast-forward:before {
+ content: "\f050";
+}
+.fa-step-forward:before {
+ content: "\f051";
+}
+.fa-eject:before {
+ content: "\f052";
+}
+.fa-chevron-left:before {
+ content: "\f053";
+}
+.fa-chevron-right:before {
+ content: "\f054";
+}
+.fa-plus-circle:before {
+ content: "\f055";
+}
+.fa-minus-circle:before {
+ content: "\f056";
+}
+.fa-times-circle:before {
+ content: "\f057";
+}
+.fa-check-circle:before {
+ content: "\f058";
+}
+.fa-question-circle:before {
+ content: "\f059";
+}
+.fa-info-circle:before {
+ content: "\f05a";
+}
+.fa-crosshairs:before {
+ content: "\f05b";
+}
+.fa-times-circle-o:before {
+ content: "\f05c";
+}
+.fa-check-circle-o:before {
+ content: "\f05d";
+}
+.fa-ban:before {
+ content: "\f05e";
+}
+.fa-arrow-left:before {
+ content: "\f060";
+}
+.fa-arrow-right:before {
+ content: "\f061";
+}
+.fa-arrow-up:before {
+ content: "\f062";
+}
+.fa-arrow-down:before {
+ content: "\f063";
+}
+.fa-mail-forward:before,
+.fa-share:before {
+ content: "\f064";
+}
+.fa-expand:before {
+ content: "\f065";
+}
+.fa-compress:before {
+ content: "\f066";
+}
+.fa-plus:before {
+ content: "\f067";
+}
+.fa-minus:before {
+ content: "\f068";
+}
+.fa-asterisk:before {
+ content: "\f069";
+}
+.fa-exclamation-circle:before {
+ content: "\f06a";
+}
+.fa-gift:before {
+ content: "\f06b";
+}
+.fa-leaf:before {
+ content: "\f06c";
+}
+.fa-fire:before {
+ content: "\f06d";
+}
+.fa-eye:before {
+ content: "\f06e";
+}
+.fa-eye-slash:before {
+ content: "\f070";
+}
+.fa-warning:before,
+.fa-exclamation-triangle:before {
+ content: "\f071";
+}
+.fa-plane:before {
+ content: "\f072";
+}
+.fa-calendar:before {
+ content: "\f073";
+}
+.fa-random:before {
+ content: "\f074";
+}
+.fa-comment:before {
+ content: "\f075";
+}
+.fa-magnet:before {
+ content: "\f076";
+}
+.fa-chevron-up:before {
+ content: "\f077";
+}
+.fa-chevron-down:before {
+ content: "\f078";
+}
+.fa-retweet:before {
+ content: "\f079";
+}
+.fa-shopping-cart:before {
+ content: "\f07a";
+}
+.fa-folder:before {
+ content: "\f07b";
+}
+.fa-folder-open:before {
+ content: "\f07c";
+}
+.fa-arrows-v:before {
+ content: "\f07d";
+}
+.fa-arrows-h:before {
+ content: "\f07e";
+}
+.fa-bar-chart-o:before,
+.fa-bar-chart:before {
+ content: "\f080";
+}
+.fa-twitter-square:before {
+ content: "\f081";
+}
+.fa-facebook-square:before {
+ content: "\f082";
+}
+.fa-camera-retro:before {
+ content: "\f083";
+}
+.fa-key:before {
+ content: "\f084";
+}
+.fa-gears:before,
+.fa-cogs:before {
+ content: "\f085";
+}
+.fa-comments:before {
+ content: "\f086";
+}
+.fa-thumbs-o-up:before {
+ content: "\f087";
+}
+.fa-thumbs-o-down:before {
+ content: "\f088";
+}
+.fa-star-half:before {
+ content: "\f089";
+}
+.fa-heart-o:before {
+ content: "\f08a";
+}
+.fa-sign-out:before {
+ content: "\f08b";
+}
+.fa-linkedin-square:before {
+ content: "\f08c";
+}
+.fa-thumb-tack:before {
+ content: "\f08d";
+}
+.fa-external-link:before {
+ content: "\f08e";
+}
+.fa-sign-in:before {
+ content: "\f090";
+}
+.fa-trophy:before {
+ content: "\f091";
+}
+.fa-github-square:before {
+ content: "\f092";
+}
+.fa-upload:before {
+ content: "\f093";
+}
+.fa-lemon-o:before {
+ content: "\f094";
+}
+.fa-phone:before {
+ content: "\f095";
+}
+.fa-square-o:before {
+ content: "\f096";
+}
+.fa-bookmark-o:before {
+ content: "\f097";
+}
+.fa-phone-square:before {
+ content: "\f098";
+}
+.fa-twitter:before {
+ content: "\f099";
+}
+.fa-facebook-f:before,
+.fa-facebook:before {
+ content: "\f09a";
+}
+.fa-github:before {
+ content: "\f09b";
+}
+.fa-unlock:before {
+ content: "\f09c";
+}
+.fa-credit-card:before {
+ content: "\f09d";
+}
+.fa-feed:before,
+.fa-rss:before {
+ content: "\f09e";
+}
+.fa-hdd-o:before {
+ content: "\f0a0";
+}
+.fa-bullhorn:before {
+ content: "\f0a1";
+}
+.fa-bell:before {
+ content: "\f0f3";
+}
+.fa-certificate:before {
+ content: "\f0a3";
+}
+.fa-hand-o-right:before {
+ content: "\f0a4";
+}
+.fa-hand-o-left:before {
+ content: "\f0a5";
+}
+.fa-hand-o-up:before {
+ content: "\f0a6";
+}
+.fa-hand-o-down:before {
+ content: "\f0a7";
+}
+.fa-arrow-circle-left:before {
+ content: "\f0a8";
+}
+.fa-arrow-circle-right:before {
+ content: "\f0a9";
+}
+.fa-arrow-circle-up:before {
+ content: "\f0aa";
+}
+.fa-arrow-circle-down:before {
+ content: "\f0ab";
+}
+.fa-globe:before {
+ content: "\f0ac";
+}
+.fa-wrench:before {
+ content: "\f0ad";
+}
+.fa-tasks:before {
+ content: "\f0ae";
+}
+.fa-filter:before {
+ content: "\f0b0";
+}
+.fa-briefcase:before {
+ content: "\f0b1";
+}
+.fa-arrows-alt:before {
+ content: "\f0b2";
+}
+.fa-group:before,
+.fa-users:before {
+ content: "\f0c0";
+}
+.fa-chain:before,
+.fa-link:before {
+ content: "\f0c1";
+}
+.fa-cloud:before {
+ content: "\f0c2";
+}
+.fa-flask:before {
+ content: "\f0c3";
+}
+.fa-cut:before,
+.fa-scissors:before {
+ content: "\f0c4";
+}
+.fa-copy:before,
+.fa-files-o:before {
+ content: "\f0c5";
+}
+.fa-paperclip:before {
+ content: "\f0c6";
+}
+.fa-save:before,
+.fa-floppy-o:before {
+ content: "\f0c7";
+}
+.fa-square:before {
+ content: "\f0c8";
+}
+.fa-navicon:before,
+.fa-reorder:before,
+.fa-bars:before {
+ content: "\f0c9";
+}
+.fa-list-ul:before {
+ content: "\f0ca";
+}
+.fa-list-ol:before {
+ content: "\f0cb";
+}
+.fa-strikethrough:before {
+ content: "\f0cc";
+}
+.fa-underline:before {
+ content: "\f0cd";
+}
+.fa-table:before {
+ content: "\f0ce";
+}
+.fa-magic:before {
+ content: "\f0d0";
+}
+.fa-truck:before {
+ content: "\f0d1";
+}
+.fa-pinterest:before {
+ content: "\f0d2";
+}
+.fa-pinterest-square:before {
+ content: "\f0d3";
+}
+.fa-google-plus-square:before {
+ content: "\f0d4";
+}
+.fa-google-plus:before {
+ content: "\f0d5";
+}
+.fa-money:before {
+ content: "\f0d6";
+}
+.fa-caret-down:before {
+ content: "\f0d7";
+}
+.fa-caret-up:before {
+ content: "\f0d8";
+}
+.fa-caret-left:before {
+ content: "\f0d9";
+}
+.fa-caret-right:before {
+ content: "\f0da";
+}
+.fa-columns:before {
+ content: "\f0db";
+}
+.fa-unsorted:before,
+.fa-sort:before {
+ content: "\f0dc";
+}
+.fa-sort-down:before,
+.fa-sort-desc:before {
+ content: "\f0dd";
+}
+.fa-sort-up:before,
+.fa-sort-asc:before {
+ content: "\f0de";
+}
+.fa-envelope:before {
+ content: "\f0e0";
+}
+.fa-linkedin:before {
+ content: "\f0e1";
+}
+.fa-rotate-left:before,
+.fa-undo:before {
+ content: "\f0e2";
+}
+.fa-legal:before,
+.fa-gavel:before {
+ content: "\f0e3";
+}
+.fa-dashboard:before,
+.fa-tachometer:before {
+ content: "\f0e4";
+}
+.fa-comment-o:before {
+ content: "\f0e5";
+}
+.fa-comments-o:before {
+ content: "\f0e6";
+}
+.fa-flash:before,
+.fa-bolt:before {
+ content: "\f0e7";
+}
+.fa-sitemap:before {
+ content: "\f0e8";
+}
+.fa-umbrella:before {
+ content: "\f0e9";
+}
+.fa-paste:before,
+.fa-clipboard:before {
+ content: "\f0ea";
+}
+.fa-lightbulb-o:before {
+ content: "\f0eb";
+}
+.fa-exchange:before {
+ content: "\f0ec";
+}
+.fa-cloud-download:before {
+ content: "\f0ed";
+}
+.fa-cloud-upload:before {
+ content: "\f0ee";
+}
+.fa-user-md:before {
+ content: "\f0f0";
+}
+.fa-stethoscope:before {
+ content: "\f0f1";
+}
+.fa-suitcase:before {
+ content: "\f0f2";
+}
+.fa-bell-o:before {
+ content: "\f0a2";
+}
+.fa-coffee:before {
+ content: "\f0f4";
+}
+.fa-cutlery:before {
+ content: "\f0f5";
+}
+.fa-file-text-o:before {
+ content: "\f0f6";
+}
+.fa-building-o:before {
+ content: "\f0f7";
+}
+.fa-hospital-o:before {
+ content: "\f0f8";
+}
+.fa-ambulance:before {
+ content: "\f0f9";
+}
+.fa-medkit:before {
+ content: "\f0fa";
+}
+.fa-fighter-jet:before {
+ content: "\f0fb";
+}
+.fa-beer:before {
+ content: "\f0fc";
+}
+.fa-h-square:before {
+ content: "\f0fd";
+}
+.fa-plus-square:before {
+ content: "\f0fe";
+}
+.fa-angle-double-left:before {
+ content: "\f100";
+}
+.fa-angle-double-right:before {
+ content: "\f101";
+}
+.fa-angle-double-up:before {
+ content: "\f102";
+}
+.fa-angle-double-down:before {
+ content: "\f103";
+}
+.fa-angle-left:before {
+ content: "\f104";
+}
+.fa-angle-right:before {
+ content: "\f105";
+}
+.fa-angle-up:before {
+ content: "\f106";
+}
+.fa-angle-down:before {
+ content: "\f107";
+}
+.fa-desktop:before {
+ content: "\f108";
+}
+.fa-laptop:before {
+ content: "\f109";
+}
+.fa-tablet:before {
+ content: "\f10a";
+}
+.fa-mobile-phone:before,
+.fa-mobile:before {
+ content: "\f10b";
+}
+.fa-circle-o:before {
+ content: "\f10c";
+}
+.fa-quote-left:before {
+ content: "\f10d";
+}
+.fa-quote-right:before {
+ content: "\f10e";
+}
+.fa-spinner:before {
+ content: "\f110";
+}
+.fa-circle:before {
+ content: "\f111";
+}
+.fa-mail-reply:before,
+.fa-reply:before {
+ content: "\f112";
+}
+.fa-github-alt:before {
+ content: "\f113";
+}
+.fa-folder-o:before {
+ content: "\f114";
+}
+.fa-folder-open-o:before {
+ content: "\f115";
+}
+.fa-smile-o:before {
+ content: "\f118";
+}
+.fa-frown-o:before {
+ content: "\f119";
+}
+.fa-meh-o:before {
+ content: "\f11a";
+}
+.fa-gamepad:before {
+ content: "\f11b";
+}
+.fa-keyboard-o:before {
+ content: "\f11c";
+}
+.fa-flag-o:before {
+ content: "\f11d";
+}
+.fa-flag-checkered:before {
+ content: "\f11e";
+}
+.fa-terminal:before {
+ content: "\f120";
+}
+.fa-code:before {
+ content: "\f121";
+}
+.fa-mail-reply-all:before,
+.fa-reply-all:before {
+ content: "\f122";
+}
+.fa-star-half-empty:before,
+.fa-star-half-full:before,
+.fa-star-half-o:before {
+ content: "\f123";
+}
+.fa-location-arrow:before {
+ content: "\f124";
+}
+.fa-crop:before {
+ content: "\f125";
+}
+.fa-code-fork:before {
+ content: "\f126";
+}
+.fa-unlink:before,
+.fa-chain-broken:before {
+ content: "\f127";
+}
+.fa-question:before {
+ content: "\f128";
+}
+.fa-info:before {
+ content: "\f129";
+}
+.fa-exclamation:before {
+ content: "\f12a";
+}
+.fa-superscript:before {
+ content: "\f12b";
+}
+.fa-subscript:before {
+ content: "\f12c";
+}
+.fa-eraser:before {
+ content: "\f12d";
+}
+.fa-puzzle-piece:before {
+ content: "\f12e";
+}
+.fa-microphone:before {
+ content: "\f130";
+}
+.fa-microphone-slash:before {
+ content: "\f131";
+}
+.fa-shield:before {
+ content: "\f132";
+}
+.fa-calendar-o:before {
+ content: "\f133";
+}
+.fa-fire-extinguisher:before {
+ content: "\f134";
+}
+.fa-rocket:before {
+ content: "\f135";
+}
+.fa-maxcdn:before {
+ content: "\f136";
+}
+.fa-chevron-circle-left:before {
+ content: "\f137";
+}
+.fa-chevron-circle-right:before {
+ content: "\f138";
+}
+.fa-chevron-circle-up:before {
+ content: "\f139";
+}
+.fa-chevron-circle-down:before {
+ content: "\f13a";
+}
+.fa-html5:before {
+ content: "\f13b";
+}
+.fa-css3:before {
+ content: "\f13c";
+}
+.fa-anchor:before {
+ content: "\f13d";
+}
+.fa-unlock-alt:before {
+ content: "\f13e";
+}
+.fa-bullseye:before {
+ content: "\f140";
+}
+.fa-ellipsis-h:before {
+ content: "\f141";
+}
+.fa-ellipsis-v:before {
+ content: "\f142";
+}
+.fa-rss-square:before {
+ content: "\f143";
+}
+.fa-play-circle:before {
+ content: "\f144";
+}
+.fa-ticket:before {
+ content: "\f145";
+}
+.fa-minus-square:before {
+ content: "\f146";
+}
+.fa-minus-square-o:before {
+ content: "\f147";
+}
+.fa-level-up:before {
+ content: "\f148";
+}
+.fa-level-down:before {
+ content: "\f149";
+}
+.fa-check-square:before {
+ content: "\f14a";
+}
+.fa-pencil-square:before {
+ content: "\f14b";
+}
+.fa-external-link-square:before {
+ content: "\f14c";
+}
+.fa-share-square:before {
+ content: "\f14d";
+}
+.fa-compass:before {
+ content: "\f14e";
+}
+.fa-toggle-down:before,
+.fa-caret-square-o-down:before {
+ content: "\f150";
+}
+.fa-toggle-up:before,
+.fa-caret-square-o-up:before {
+ content: "\f151";
+}
+.fa-toggle-right:before,
+.fa-caret-square-o-right:before {
+ content: "\f152";
+}
+.fa-euro:before,
+.fa-eur:before {
+ content: "\f153";
+}
+.fa-gbp:before {
+ content: "\f154";
+}
+.fa-dollar:before,
+.fa-usd:before {
+ content: "\f155";
+}
+.fa-rupee:before,
+.fa-inr:before {
+ content: "\f156";
+}
+.fa-cny:before,
+.fa-rmb:before,
+.fa-yen:before,
+.fa-jpy:before {
+ content: "\f157";
+}
+.fa-ruble:before,
+.fa-rouble:before,
+.fa-rub:before {
+ content: "\f158";
+}
+.fa-won:before,
+.fa-krw:before {
+ content: "\f159";
+}
+.fa-bitcoin:before,
+.fa-btc:before {
+ content: "\f15a";
+}
+.fa-file:before {
+ content: "\f15b";
+}
+.fa-file-text:before {
+ content: "\f15c";
+}
+.fa-sort-alpha-asc:before {
+ content: "\f15d";
+}
+.fa-sort-alpha-desc:before {
+ content: "\f15e";
+}
+.fa-sort-amount-asc:before {
+ content: "\f160";
+}
+.fa-sort-amount-desc:before {
+ content: "\f161";
+}
+.fa-sort-numeric-asc:before {
+ content: "\f162";
+}
+.fa-sort-numeric-desc:before {
+ content: "\f163";
+}
+.fa-thumbs-up:before {
+ content: "\f164";
+}
+.fa-thumbs-down:before {
+ content: "\f165";
+}
+.fa-youtube-square:before {
+ content: "\f166";
+}
+.fa-youtube:before {
+ content: "\f167";
+}
+.fa-xing:before {
+ content: "\f168";
+}
+.fa-xing-square:before {
+ content: "\f169";
+}
+.fa-youtube-play:before {
+ content: "\f16a";
+}
+.fa-dropbox:before {
+ content: "\f16b";
+}
+.fa-stack-overflow:before {
+ content: "\f16c";
+}
+.fa-instagram:before {
+ content: "\f16d";
+}
+.fa-flickr:before {
+ content: "\f16e";
+}
+.fa-adn:before {
+ content: "\f170";
+}
+.fa-bitbucket:before {
+ content: "\f171";
+}
+.fa-bitbucket-square:before {
+ content: "\f172";
+}
+.fa-tumblr:before {
+ content: "\f173";
+}
+.fa-tumblr-square:before {
+ content: "\f174";
+}
+.fa-long-arrow-down:before {
+ content: "\f175";
+}
+.fa-long-arrow-up:before {
+ content: "\f176";
+}
+.fa-long-arrow-left:before {
+ content: "\f177";
+}
+.fa-long-arrow-right:before {
+ content: "\f178";
+}
+.fa-apple:before {
+ content: "\f179";
+}
+.fa-windows:before {
+ content: "\f17a";
+}
+.fa-android:before {
+ content: "\f17b";
+}
+.fa-linux:before {
+ content: "\f17c";
+}
+.fa-dribbble:before {
+ content: "\f17d";
+}
+.fa-skype:before {
+ content: "\f17e";
+}
+.fa-foursquare:before {
+ content: "\f180";
+}
+.fa-trello:before {
+ content: "\f181";
+}
+.fa-female:before {
+ content: "\f182";
+}
+.fa-male:before {
+ content: "\f183";
+}
+.fa-gittip:before,
+.fa-gratipay:before {
+ content: "\f184";
+}
+.fa-sun-o:before {
+ content: "\f185";
+}
+.fa-moon-o:before {
+ content: "\f186";
+}
+.fa-archive:before {
+ content: "\f187";
+}
+.fa-bug:before {
+ content: "\f188";
+}
+.fa-vk:before {
+ content: "\f189";
+}
+.fa-weibo:before {
+ content: "\f18a";
+}
+.fa-renren:before {
+ content: "\f18b";
+}
+.fa-pagelines:before {
+ content: "\f18c";
+}
+.fa-stack-exchange:before {
+ content: "\f18d";
+}
+.fa-arrow-circle-o-right:before {
+ content: "\f18e";
+}
+.fa-arrow-circle-o-left:before {
+ content: "\f190";
+}
+.fa-toggle-left:before,
+.fa-caret-square-o-left:before {
+ content: "\f191";
+}
+.fa-dot-circle-o:before {
+ content: "\f192";
+}
+.fa-wheelchair:before {
+ content: "\f193";
+}
+.fa-vimeo-square:before {
+ content: "\f194";
+}
+.fa-turkish-lira:before,
+.fa-try:before {
+ content: "\f195";
+}
+.fa-plus-square-o:before {
+ content: "\f196";
+}
+.fa-space-shuttle:before {
+ content: "\f197";
+}
+.fa-slack:before {
+ content: "\f198";
+}
+.fa-envelope-square:before {
+ content: "\f199";
+}
+.fa-wordpress:before {
+ content: "\f19a";
+}
+.fa-openid:before {
+ content: "\f19b";
+}
+.fa-institution:before,
+.fa-bank:before,
+.fa-university:before {
+ content: "\f19c";
+}
+.fa-mortar-board:before,
+.fa-graduation-cap:before {
+ content: "\f19d";
+}
+.fa-yahoo:before {
+ content: "\f19e";
+}
+.fa-google:before {
+ content: "\f1a0";
+}
+.fa-reddit:before {
+ content: "\f1a1";
+}
+.fa-reddit-square:before {
+ content: "\f1a2";
+}
+.fa-stumbleupon-circle:before {
+ content: "\f1a3";
+}
+.fa-stumbleupon:before {
+ content: "\f1a4";
+}
+.fa-delicious:before {
+ content: "\f1a5";
+}
+.fa-digg:before {
+ content: "\f1a6";
+}
+.fa-pied-piper-pp:before {
+ content: "\f1a7";
+}
+.fa-pied-piper-alt:before {
+ content: "\f1a8";
+}
+.fa-drupal:before {
+ content: "\f1a9";
+}
+.fa-joomla:before {
+ content: "\f1aa";
+}
+.fa-language:before {
+ content: "\f1ab";
+}
+.fa-fax:before {
+ content: "\f1ac";
+}
+.fa-building:before {
+ content: "\f1ad";
+}
+.fa-child:before {
+ content: "\f1ae";
+}
+.fa-paw:before {
+ content: "\f1b0";
+}
+.fa-spoon:before {
+ content: "\f1b1";
+}
+.fa-cube:before {
+ content: "\f1b2";
+}
+.fa-cubes:before {
+ content: "\f1b3";
+}
+.fa-behance:before {
+ content: "\f1b4";
+}
+.fa-behance-square:before {
+ content: "\f1b5";
+}
+.fa-steam:before {
+ content: "\f1b6";
+}
+.fa-steam-square:before {
+ content: "\f1b7";
+}
+.fa-recycle:before {
+ content: "\f1b8";
+}
+.fa-automobile:before,
+.fa-car:before {
+ content: "\f1b9";
+}
+.fa-cab:before,
+.fa-taxi:before {
+ content: "\f1ba";
+}
+.fa-tree:before {
+ content: "\f1bb";
+}
+.fa-spotify:before {
+ content: "\f1bc";
+}
+.fa-deviantart:before {
+ content: "\f1bd";
+}
+.fa-soundcloud:before {
+ content: "\f1be";
+}
+.fa-database:before {
+ content: "\f1c0";
+}
+.fa-file-pdf-o:before {
+ content: "\f1c1";
+}
+.fa-file-word-o:before {
+ content: "\f1c2";
+}
+.fa-file-excel-o:before {
+ content: "\f1c3";
+}
+.fa-file-powerpoint-o:before {
+ content: "\f1c4";
+}
+.fa-file-photo-o:before,
+.fa-file-picture-o:before,
+.fa-file-image-o:before {
+ content: "\f1c5";
+}
+.fa-file-zip-o:before,
+.fa-file-archive-o:before {
+ content: "\f1c6";
+}
+.fa-file-sound-o:before,
+.fa-file-audio-o:before {
+ content: "\f1c7";
+}
+.fa-file-movie-o:before,
+.fa-file-video-o:before {
+ content: "\f1c8";
+}
+.fa-file-code-o:before {
+ content: "\f1c9";
+}
+.fa-vine:before {
+ content: "\f1ca";
+}
+.fa-codepen:before {
+ content: "\f1cb";
+}
+.fa-jsfiddle:before {
+ content: "\f1cc";
+}
+.fa-life-bouy:before,
+.fa-life-buoy:before,
+.fa-life-saver:before,
+.fa-support:before,
+.fa-life-ring:before {
+ content: "\f1cd";
+}
+.fa-circle-o-notch:before {
+ content: "\f1ce";
+}
+.fa-ra:before,
+.fa-resistance:before,
+.fa-rebel:before {
+ content: "\f1d0";
+}
+.fa-ge:before,
+.fa-empire:before {
+ content: "\f1d1";
+}
+.fa-git-square:before {
+ content: "\f1d2";
+}
+.fa-git:before {
+ content: "\f1d3";
+}
+.fa-y-combinator-square:before,
+.fa-yc-square:before,
+.fa-hacker-news:before {
+ content: "\f1d4";
+}
+.fa-tencent-weibo:before {
+ content: "\f1d5";
+}
+.fa-qq:before {
+ content: "\f1d6";
+}
+.fa-wechat:before,
+.fa-weixin:before {
+ content: "\f1d7";
+}
+.fa-send:before,
+.fa-paper-plane:before {
+ content: "\f1d8";
+}
+.fa-send-o:before,
+.fa-paper-plane-o:before {
+ content: "\f1d9";
+}
+.fa-history:before {
+ content: "\f1da";
+}
+.fa-circle-thin:before {
+ content: "\f1db";
+}
+.fa-header:before {
+ content: "\f1dc";
+}
+.fa-paragraph:before {
+ content: "\f1dd";
+}
+.fa-sliders:before {
+ content: "\f1de";
+}
+.fa-share-alt:before {
+ content: "\f1e0";
+}
+.fa-share-alt-square:before {
+ content: "\f1e1";
+}
+.fa-bomb:before {
+ content: "\f1e2";
+}
+.fa-soccer-ball-o:before,
+.fa-futbol-o:before {
+ content: "\f1e3";
+}
+.fa-tty:before {
+ content: "\f1e4";
+}
+.fa-binoculars:before {
+ content: "\f1e5";
+}
+.fa-plug:before {
+ content: "\f1e6";
+}
+.fa-slideshare:before {
+ content: "\f1e7";
+}
+.fa-twitch:before {
+ content: "\f1e8";
+}
+.fa-yelp:before {
+ content: "\f1e9";
+}
+.fa-newspaper-o:before {
+ content: "\f1ea";
+}
+.fa-wifi:before {
+ content: "\f1eb";
+}
+.fa-calculator:before {
+ content: "\f1ec";
+}
+.fa-paypal:before {
+ content: "\f1ed";
+}
+.fa-google-wallet:before {
+ content: "\f1ee";
+}
+.fa-cc-visa:before {
+ content: "\f1f0";
+}
+.fa-cc-mastercard:before {
+ content: "\f1f1";
+}
+.fa-cc-discover:before {
+ content: "\f1f2";
+}
+.fa-cc-amex:before {
+ content: "\f1f3";
+}
+.fa-cc-paypal:before {
+ content: "\f1f4";
+}
+.fa-cc-stripe:before {
+ content: "\f1f5";
+}
+.fa-bell-slash:before {
+ content: "\f1f6";
+}
+.fa-bell-slash-o:before {
+ content: "\f1f7";
+}
+.fa-trash:before {
+ content: "\f1f8";
+}
+.fa-copyright:before {
+ content: "\f1f9";
+}
+.fa-at:before {
+ content: "\f1fa";
+}
+.fa-eyedropper:before {
+ content: "\f1fb";
+}
+.fa-paint-brush:before {
+ content: "\f1fc";
+}
+.fa-birthday-cake:before {
+ content: "\f1fd";
+}
+.fa-area-chart:before {
+ content: "\f1fe";
+}
+.fa-pie-chart:before {
+ content: "\f200";
+}
+.fa-line-chart:before {
+ content: "\f201";
+}
+.fa-lastfm:before {
+ content: "\f202";
+}
+.fa-lastfm-square:before {
+ content: "\f203";
+}
+.fa-toggle-off:before {
+ content: "\f204";
+}
+.fa-toggle-on:before {
+ content: "\f205";
+}
+.fa-bicycle:before {
+ content: "\f206";
+}
+.fa-bus:before {
+ content: "\f207";
+}
+.fa-ioxhost:before {
+ content: "\f208";
+}
+.fa-angellist:before {
+ content: "\f209";
+}
+.fa-cc:before {
+ content: "\f20a";
+}
+.fa-shekel:before,
+.fa-sheqel:before,
+.fa-ils:before {
+ content: "\f20b";
+}
+.fa-meanpath:before {
+ content: "\f20c";
+}
+.fa-buysellads:before {
+ content: "\f20d";
+}
+.fa-connectdevelop:before {
+ content: "\f20e";
+}
+.fa-dashcube:before {
+ content: "\f210";
+}
+.fa-forumbee:before {
+ content: "\f211";
+}
+.fa-leanpub:before {
+ content: "\f212";
+}
+.fa-sellsy:before {
+ content: "\f213";
+}
+.fa-shirtsinbulk:before {
+ content: "\f214";
+}
+.fa-simplybuilt:before {
+ content: "\f215";
+}
+.fa-skyatlas:before {
+ content: "\f216";
+}
+.fa-cart-plus:before {
+ content: "\f217";
+}
+.fa-cart-arrow-down:before {
+ content: "\f218";
+}
+.fa-diamond:before {
+ content: "\f219";
+}
+.fa-ship:before {
+ content: "\f21a";
+}
+.fa-user-secret:before {
+ content: "\f21b";
+}
+.fa-motorcycle:before {
+ content: "\f21c";
+}
+.fa-street-view:before {
+ content: "\f21d";
+}
+.fa-heartbeat:before {
+ content: "\f21e";
+}
+.fa-venus:before {
+ content: "\f221";
+}
+.fa-mars:before {
+ content: "\f222";
+}
+.fa-mercury:before {
+ content: "\f223";
+}
+.fa-intersex:before,
+.fa-transgender:before {
+ content: "\f224";
+}
+.fa-transgender-alt:before {
+ content: "\f225";
+}
+.fa-venus-double:before {
+ content: "\f226";
+}
+.fa-mars-double:before {
+ content: "\f227";
+}
+.fa-venus-mars:before {
+ content: "\f228";
+}
+.fa-mars-stroke:before {
+ content: "\f229";
+}
+.fa-mars-stroke-v:before {
+ content: "\f22a";
+}
+.fa-mars-stroke-h:before {
+ content: "\f22b";
+}
+.fa-neuter:before {
+ content: "\f22c";
+}
+.fa-genderless:before {
+ content: "\f22d";
+}
+.fa-facebook-official:before {
+ content: "\f230";
+}
+.fa-pinterest-p:before {
+ content: "\f231";
+}
+.fa-whatsapp:before {
+ content: "\f232";
+}
+.fa-server:before {
+ content: "\f233";
+}
+.fa-user-plus:before {
+ content: "\f234";
+}
+.fa-user-times:before {
+ content: "\f235";
+}
+.fa-hotel:before,
+.fa-bed:before {
+ content: "\f236";
+}
+.fa-viacoin:before {
+ content: "\f237";
+}
+.fa-train:before {
+ content: "\f238";
+}
+.fa-subway:before {
+ content: "\f239";
+}
+.fa-medium:before {
+ content: "\f23a";
+}
+.fa-yc:before,
+.fa-y-combinator:before {
+ content: "\f23b";
+}
+.fa-optin-monster:before {
+ content: "\f23c";
+}
+.fa-opencart:before {
+ content: "\f23d";
+}
+.fa-expeditedssl:before {
+ content: "\f23e";
+}
+.fa-battery-4:before,
+.fa-battery:before,
+.fa-battery-full:before {
+ content: "\f240";
+}
+.fa-battery-3:before,
+.fa-battery-three-quarters:before {
+ content: "\f241";
+}
+.fa-battery-2:before,
+.fa-battery-half:before {
+ content: "\f242";
+}
+.fa-battery-1:before,
+.fa-battery-quarter:before {
+ content: "\f243";
+}
+.fa-battery-0:before,
+.fa-battery-empty:before {
+ content: "\f244";
+}
+.fa-mouse-pointer:before {
+ content: "\f245";
+}
+.fa-i-cursor:before {
+ content: "\f246";
+}
+.fa-object-group:before {
+ content: "\f247";
+}
+.fa-object-ungroup:before {
+ content: "\f248";
+}
+.fa-sticky-note:before {
+ content: "\f249";
+}
+.fa-sticky-note-o:before {
+ content: "\f24a";
+}
+.fa-cc-jcb:before {
+ content: "\f24b";
+}
+.fa-cc-diners-club:before {
+ content: "\f24c";
+}
+.fa-clone:before {
+ content: "\f24d";
+}
+.fa-balance-scale:before {
+ content: "\f24e";
+}
+.fa-hourglass-o:before {
+ content: "\f250";
+}
+.fa-hourglass-1:before,
+.fa-hourglass-start:before {
+ content: "\f251";
+}
+.fa-hourglass-2:before,
+.fa-hourglass-half:before {
+ content: "\f252";
+}
+.fa-hourglass-3:before,
+.fa-hourglass-end:before {
+ content: "\f253";
+}
+.fa-hourglass:before {
+ content: "\f254";
+}
+.fa-hand-grab-o:before,
+.fa-hand-rock-o:before {
+ content: "\f255";
+}
+.fa-hand-stop-o:before,
+.fa-hand-paper-o:before {
+ content: "\f256";
+}
+.fa-hand-scissors-o:before {
+ content: "\f257";
+}
+.fa-hand-lizard-o:before {
+ content: "\f258";
+}
+.fa-hand-spock-o:before {
+ content: "\f259";
+}
+.fa-hand-pointer-o:before {
+ content: "\f25a";
+}
+.fa-hand-peace-o:before {
+ content: "\f25b";
+}
+.fa-trademark:before {
+ content: "\f25c";
+}
+.fa-registered:before {
+ content: "\f25d";
+}
+.fa-creative-commons:before {
+ content: "\f25e";
+}
+.fa-gg:before {
+ content: "\f260";
+}
+.fa-gg-circle:before {
+ content: "\f261";
+}
+.fa-tripadvisor:before {
+ content: "\f262";
+}
+.fa-odnoklassniki:before {
+ content: "\f263";
+}
+.fa-odnoklassniki-square:before {
+ content: "\f264";
+}
+.fa-get-pocket:before {
+ content: "\f265";
+}
+.fa-wikipedia-w:before {
+ content: "\f266";
+}
+.fa-safari:before {
+ content: "\f267";
+}
+.fa-chrome:before {
+ content: "\f268";
+}
+.fa-firefox:before {
+ content: "\f269";
+}
+.fa-opera:before {
+ content: "\f26a";
+}
+.fa-internet-explorer:before {
+ content: "\f26b";
+}
+.fa-tv:before,
+.fa-television:before {
+ content: "\f26c";
+}
+.fa-contao:before {
+ content: "\f26d";
+}
+.fa-500px:before {
+ content: "\f26e";
+}
+.fa-amazon:before {
+ content: "\f270";
+}
+.fa-calendar-plus-o:before {
+ content: "\f271";
+}
+.fa-calendar-minus-o:before {
+ content: "\f272";
+}
+.fa-calendar-times-o:before {
+ content: "\f273";
+}
+.fa-calendar-check-o:before {
+ content: "\f274";
+}
+.fa-industry:before {
+ content: "\f275";
+}
+.fa-map-pin:before {
+ content: "\f276";
+}
+.fa-map-signs:before {
+ content: "\f277";
+}
+.fa-map-o:before {
+ content: "\f278";
+}
+.fa-map:before {
+ content: "\f279";
+}
+.fa-commenting:before {
+ content: "\f27a";
+}
+.fa-commenting-o:before {
+ content: "\f27b";
+}
+.fa-houzz:before {
+ content: "\f27c";
+}
+.fa-vimeo:before {
+ content: "\f27d";
+}
+.fa-black-tie:before {
+ content: "\f27e";
+}
+.fa-fonticons:before {
+ content: "\f280";
+}
+.fa-reddit-alien:before {
+ content: "\f281";
+}
+.fa-edge:before {
+ content: "\f282";
+}
+.fa-credit-card-alt:before {
+ content: "\f283";
+}
+.fa-codiepie:before {
+ content: "\f284";
+}
+.fa-modx:before {
+ content: "\f285";
+}
+.fa-fort-awesome:before {
+ content: "\f286";
+}
+.fa-usb:before {
+ content: "\f287";
+}
+.fa-product-hunt:before {
+ content: "\f288";
+}
+.fa-mixcloud:before {
+ content: "\f289";
+}
+.fa-scribd:before {
+ content: "\f28a";
+}
+.fa-pause-circle:before {
+ content: "\f28b";
+}
+.fa-pause-circle-o:before {
+ content: "\f28c";
+}
+.fa-stop-circle:before {
+ content: "\f28d";
+}
+.fa-stop-circle-o:before {
+ content: "\f28e";
+}
+.fa-shopping-bag:before {
+ content: "\f290";
+}
+.fa-shopping-basket:before {
+ content: "\f291";
+}
+.fa-hashtag:before {
+ content: "\f292";
+}
+.fa-bluetooth:before {
+ content: "\f293";
+}
+.fa-bluetooth-b:before {
+ content: "\f294";
+}
+.fa-percent:before {
+ content: "\f295";
+}
+.fa-gitlab:before {
+ content: "\f296";
+}
+.fa-wpbeginner:before {
+ content: "\f297";
+}
+.fa-wpforms:before {
+ content: "\f298";
+}
+.fa-envira:before {
+ content: "\f299";
+}
+.fa-universal-access:before {
+ content: "\f29a";
+}
+.fa-wheelchair-alt:before {
+ content: "\f29b";
+}
+.fa-question-circle-o:before {
+ content: "\f29c";
+}
+.fa-blind:before {
+ content: "\f29d";
+}
+.fa-audio-description:before {
+ content: "\f29e";
+}
+.fa-volume-control-phone:before {
+ content: "\f2a0";
+}
+.fa-braille:before {
+ content: "\f2a1";
+}
+.fa-assistive-listening-systems:before {
+ content: "\f2a2";
+}
+.fa-asl-interpreting:before,
+.fa-american-sign-language-interpreting:before {
+ content: "\f2a3";
+}
+.fa-deafness:before,
+.fa-hard-of-hearing:before,
+.fa-deaf:before {
+ content: "\f2a4";
+}
+.fa-glide:before {
+ content: "\f2a5";
+}
+.fa-glide-g:before {
+ content: "\f2a6";
+}
+.fa-signing:before,
+.fa-sign-language:before {
+ content: "\f2a7";
+}
+.fa-low-vision:before {
+ content: "\f2a8";
+}
+.fa-viadeo:before {
+ content: "\f2a9";
+}
+.fa-viadeo-square:before {
+ content: "\f2aa";
+}
+.fa-snapchat:before {
+ content: "\f2ab";
+}
+.fa-snapchat-ghost:before {
+ content: "\f2ac";
+}
+.fa-snapchat-square:before {
+ content: "\f2ad";
+}
+.fa-pied-piper:before {
+ content: "\f2ae";
+}
+.fa-first-order:before {
+ content: "\f2b0";
+}
+.fa-yoast:before {
+ content: "\f2b1";
+}
+.fa-themeisle:before {
+ content: "\f2b2";
+}
+.fa-google-plus-circle:before,
+.fa-google-plus-official:before {
+ content: "\f2b3";
+}
+.fa-fa:before,
+.fa-font-awesome:before {
+ content: "\f2b4";
+}
+.fa-handshake-o:before {
+ content: "\f2b5";
+}
+.fa-envelope-open:before {
+ content: "\f2b6";
+}
+.fa-envelope-open-o:before {
+ content: "\f2b7";
+}
+.fa-linode:before {
+ content: "\f2b8";
+}
+.fa-address-book:before {
+ content: "\f2b9";
+}
+.fa-address-book-o:before {
+ content: "\f2ba";
+}
+.fa-vcard:before,
+.fa-address-card:before {
+ content: "\f2bb";
+}
+.fa-vcard-o:before,
+.fa-address-card-o:before {
+ content: "\f2bc";
+}
+.fa-user-circle:before {
+ content: "\f2bd";
+}
+.fa-user-circle-o:before {
+ content: "\f2be";
+}
+.fa-user-o:before {
+ content: "\f2c0";
+}
+.fa-id-badge:before {
+ content: "\f2c1";
+}
+.fa-drivers-license:before,
+.fa-id-card:before {
+ content: "\f2c2";
+}
+.fa-drivers-license-o:before,
+.fa-id-card-o:before {
+ content: "\f2c3";
+}
+.fa-quora:before {
+ content: "\f2c4";
+}
+.fa-free-code-camp:before {
+ content: "\f2c5";
+}
+.fa-telegram:before {
+ content: "\f2c6";
+}
+.fa-thermometer-4:before,
+.fa-thermometer:before,
+.fa-thermometer-full:before {
+ content: "\f2c7";
+}
+.fa-thermometer-3:before,
+.fa-thermometer-three-quarters:before {
+ content: "\f2c8";
+}
+.fa-thermometer-2:before,
+.fa-thermometer-half:before {
+ content: "\f2c9";
+}
+.fa-thermometer-1:before,
+.fa-thermometer-quarter:before {
+ content: "\f2ca";
+}
+.fa-thermometer-0:before,
+.fa-thermometer-empty:before {
+ content: "\f2cb";
+}
+.fa-shower:before {
+ content: "\f2cc";
+}
+.fa-bathtub:before,
+.fa-s15:before,
+.fa-bath:before {
+ content: "\f2cd";
+}
+.fa-podcast:before {
+ content: "\f2ce";
+}
+.fa-window-maximize:before {
+ content: "\f2d0";
+}
+.fa-window-minimize:before {
+ content: "\f2d1";
+}
+.fa-window-restore:before {
+ content: "\f2d2";
+}
+.fa-times-rectangle:before,
+.fa-window-close:before {
+ content: "\f2d3";
+}
+.fa-times-rectangle-o:before,
+.fa-window-close-o:before {
+ content: "\f2d4";
+}
+.fa-bandcamp:before {
+ content: "\f2d5";
+}
+.fa-grav:before {
+ content: "\f2d6";
+}
+.fa-etsy:before {
+ content: "\f2d7";
+}
+.fa-imdb:before {
+ content: "\f2d8";
+}
+.fa-ravelry:before {
+ content: "\f2d9";
+}
+.fa-eercast:before {
+ content: "\f2da";
+}
+.fa-microchip:before {
+ content: "\f2db";
+}
+.fa-snowflake-o:before {
+ content: "\f2dc";
+}
+.fa-superpowers:before {
+ content: "\f2dd";
+}
+.fa-wpexplorer:before {
+ content: "\f2de";
+}
+.fa-meetup:before {
+ content: "\f2e0";
+}
+.sr-only {
+ position: absolute;
+ width: 1px;
+ height: 1px;
+ padding: 0;
+ margin: -1px;
+ overflow: hidden;
+ clip: rect(0, 0, 0, 0);
+ border: 0;
+}
+.sr-only-focusable:active,
+.sr-only-focusable:focus {
+ position: static;
+ width: auto;
+ height: auto;
+ margin: 0;
+ overflow: visible;
+ clip: auto;
+}
+.sr-only-focusable:active,
+.sr-only-focusable:focus {
+ position: static;
+ width: auto;
+ height: auto;
+ margin: 0;
+ overflow: visible;
+ clip: auto;
+}
+/*!
+*
+* IPython base
+*
+*/
+.modal.fade .modal-dialog {
+ -webkit-transform: translate(0, 0);
+ -ms-transform: translate(0, 0);
+ -o-transform: translate(0, 0);
+ transform: translate(0, 0);
+}
+code {
+ color: #000;
+}
+pre {
+ font-size: inherit;
+ line-height: inherit;
+}
+label {
+ font-weight: normal;
+}
+/* Make the page background atleast 100% the height of the view port */
+/* Make the page itself atleast 70% the height of the view port */
+.border-box-sizing {
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+}
+.corner-all {
+ border-radius: 2px;
+}
+.no-padding {
+ padding: 0px;
+}
+/* Flexible box model classes */
+/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
+/* This file is a compatability layer. It allows the usage of flexible box
+model layouts accross multiple browsers, including older browsers. The newest,
+universal implementation of the flexible box model is used when available (see
+`Modern browsers` comments below). Browsers that are known to implement this
+new spec completely include:
+
+ Firefox 28.0+
+ Chrome 29.0+
+ Internet Explorer 11+
+ Opera 17.0+
+
+Browsers not listed, including Safari, are supported via the styling under the
+`Old browsers` comments below.
+*/
+.hbox {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: horizontal;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: horizontal;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: horizontal;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: row;
+ align-items: stretch;
+}
+.hbox > * {
+ /* Old browsers */
+ -webkit-box-flex: 0;
+ -moz-box-flex: 0;
+ box-flex: 0;
+ /* Modern browsers */
+ flex: none;
+}
+.vbox {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+}
+.vbox > * {
+ /* Old browsers */
+ -webkit-box-flex: 0;
+ -moz-box-flex: 0;
+ box-flex: 0;
+ /* Modern browsers */
+ flex: none;
+}
+.hbox.reverse,
+.vbox.reverse,
+.reverse {
+ /* Old browsers */
+ -webkit-box-direction: reverse;
+ -moz-box-direction: reverse;
+ box-direction: reverse;
+ /* Modern browsers */
+ flex-direction: row-reverse;
+}
+.hbox.box-flex0,
+.vbox.box-flex0,
+.box-flex0 {
+ /* Old browsers */
+ -webkit-box-flex: 0;
+ -moz-box-flex: 0;
+ box-flex: 0;
+ /* Modern browsers */
+ flex: none;
+ width: auto;
+}
+.hbox.box-flex1,
+.vbox.box-flex1,
+.box-flex1 {
+ /* Old browsers */
+ -webkit-box-flex: 1;
+ -moz-box-flex: 1;
+ box-flex: 1;
+ /* Modern browsers */
+ flex: 1;
+}
+.hbox.box-flex,
+.vbox.box-flex,
+.box-flex {
+ /* Old browsers */
+ /* Old browsers */
+ -webkit-box-flex: 1;
+ -moz-box-flex: 1;
+ box-flex: 1;
+ /* Modern browsers */
+ flex: 1;
+}
+.hbox.box-flex2,
+.vbox.box-flex2,
+.box-flex2 {
+ /* Old browsers */
+ -webkit-box-flex: 2;
+ -moz-box-flex: 2;
+ box-flex: 2;
+ /* Modern browsers */
+ flex: 2;
+}
+.box-group1 {
+ /* Deprecated */
+ -webkit-box-flex-group: 1;
+ -moz-box-flex-group: 1;
+ box-flex-group: 1;
+}
+.box-group2 {
+ /* Deprecated */
+ -webkit-box-flex-group: 2;
+ -moz-box-flex-group: 2;
+ box-flex-group: 2;
+}
+.hbox.start,
+.vbox.start,
+.start {
+ /* Old browsers */
+ -webkit-box-pack: start;
+ -moz-box-pack: start;
+ box-pack: start;
+ /* Modern browsers */
+ justify-content: flex-start;
+}
+.hbox.end,
+.vbox.end,
+.end {
+ /* Old browsers */
+ -webkit-box-pack: end;
+ -moz-box-pack: end;
+ box-pack: end;
+ /* Modern browsers */
+ justify-content: flex-end;
+}
+.hbox.center,
+.vbox.center,
+.center {
+ /* Old browsers */
+ -webkit-box-pack: center;
+ -moz-box-pack: center;
+ box-pack: center;
+ /* Modern browsers */
+ justify-content: center;
+}
+.hbox.baseline,
+.vbox.baseline,
+.baseline {
+ /* Old browsers */
+ -webkit-box-pack: baseline;
+ -moz-box-pack: baseline;
+ box-pack: baseline;
+ /* Modern browsers */
+ justify-content: baseline;
+}
+.hbox.stretch,
+.vbox.stretch,
+.stretch {
+ /* Old browsers */
+ -webkit-box-pack: stretch;
+ -moz-box-pack: stretch;
+ box-pack: stretch;
+ /* Modern browsers */
+ justify-content: stretch;
+}
+.hbox.align-start,
+.vbox.align-start,
+.align-start {
+ /* Old browsers */
+ -webkit-box-align: start;
+ -moz-box-align: start;
+ box-align: start;
+ /* Modern browsers */
+ align-items: flex-start;
+}
+.hbox.align-end,
+.vbox.align-end,
+.align-end {
+ /* Old browsers */
+ -webkit-box-align: end;
+ -moz-box-align: end;
+ box-align: end;
+ /* Modern browsers */
+ align-items: flex-end;
+}
+.hbox.align-center,
+.vbox.align-center,
+.align-center {
+ /* Old browsers */
+ -webkit-box-align: center;
+ -moz-box-align: center;
+ box-align: center;
+ /* Modern browsers */
+ align-items: center;
+}
+.hbox.align-baseline,
+.vbox.align-baseline,
+.align-baseline {
+ /* Old browsers */
+ -webkit-box-align: baseline;
+ -moz-box-align: baseline;
+ box-align: baseline;
+ /* Modern browsers */
+ align-items: baseline;
+}
+.hbox.align-stretch,
+.vbox.align-stretch,
+.align-stretch {
+ /* Old browsers */
+ -webkit-box-align: stretch;
+ -moz-box-align: stretch;
+ box-align: stretch;
+ /* Modern browsers */
+ align-items: stretch;
+}
+div.error {
+ margin: 2em;
+ text-align: center;
+}
+div.error > h1 {
+ font-size: 500%;
+ line-height: normal;
+}
+div.error > p {
+ font-size: 200%;
+ line-height: normal;
+}
+div.traceback-wrapper {
+ text-align: left;
+ max-width: 800px;
+ margin: auto;
+}
+div.traceback-wrapper pre.traceback {
+ max-height: 600px;
+ overflow: auto;
+}
+/**
+ * Primary styles
+ *
+ * Author: Jupyter Development Team
+ */
+body {
+ background-color: #fff;
+ /* This makes sure that the body covers the entire window and needs to
+ be in a different element than the display: box in wrapper below */
+ position: absolute;
+ left: 0px;
+ right: 0px;
+ top: 0px;
+ bottom: 0px;
+ overflow: visible;
+}
+body > #header {
+ /* Initially hidden to prevent FLOUC */
+ display: none;
+ background-color: #fff;
+ /* Display over codemirror */
+ position: relative;
+ z-index: 100;
+}
+body > #header #header-container {
+ display: flex;
+ flex-direction: row;
+ justify-content: space-between;
+ padding: 5px;
+ padding-bottom: 5px;
+ padding-top: 5px;
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+}
+body > #header .header-bar {
+ width: 100%;
+ height: 1px;
+ background: #e7e7e7;
+ margin-bottom: -1px;
+}
+@media print {
+ body > #header {
+ display: none !important;
+ }
+}
+#header-spacer {
+ width: 100%;
+ visibility: hidden;
+}
+@media print {
+ #header-spacer {
+ display: none;
+ }
+}
+#ipython_notebook {
+ padding-left: 0px;
+ padding-top: 1px;
+ padding-bottom: 1px;
+}
+[dir="rtl"] #ipython_notebook {
+ margin-right: 10px;
+ margin-left: 0;
+}
+[dir="rtl"] #ipython_notebook.pull-left {
+ float: right !important;
+ float: right;
+}
+.flex-spacer {
+ flex: 1;
+}
+#noscript {
+ width: auto;
+ padding-top: 16px;
+ padding-bottom: 16px;
+ text-align: center;
+ font-size: 22px;
+ color: red;
+ font-weight: bold;
+}
+#ipython_notebook img {
+ height: 28px;
+}
+#site {
+ width: 100%;
+ display: none;
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+ overflow: auto;
+}
+@media print {
+ #site {
+ height: auto !important;
+ }
+}
+/* Smaller buttons */
+.ui-button .ui-button-text {
+ padding: 0.2em 0.8em;
+ font-size: 77%;
+}
+input.ui-button {
+ padding: 0.3em 0.9em;
+}
+span#kernel_logo_widget {
+ margin: 0 10px;
+}
+span#login_widget {
+ float: right;
+}
+[dir="rtl"] span#login_widget {
+ float: left;
+}
+span#login_widget > .button,
+#logout {
+ color: #333;
+ background-color: #fff;
+ border-color: #ccc;
+}
+span#login_widget > .button:focus,
+#logout:focus,
+span#login_widget > .button.focus,
+#logout.focus {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #8c8c8c;
+}
+span#login_widget > .button:hover,
+#logout:hover {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #adadad;
+}
+span#login_widget > .button:active,
+#logout:active,
+span#login_widget > .button.active,
+#logout.active,
+.open > .dropdown-togglespan#login_widget > .button,
+.open > .dropdown-toggle#logout {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #adadad;
+}
+span#login_widget > .button:active:hover,
+#logout:active:hover,
+span#login_widget > .button.active:hover,
+#logout.active:hover,
+.open > .dropdown-togglespan#login_widget > .button:hover,
+.open > .dropdown-toggle#logout:hover,
+span#login_widget > .button:active:focus,
+#logout:active:focus,
+span#login_widget > .button.active:focus,
+#logout.active:focus,
+.open > .dropdown-togglespan#login_widget > .button:focus,
+.open > .dropdown-toggle#logout:focus,
+span#login_widget > .button:active.focus,
+#logout:active.focus,
+span#login_widget > .button.active.focus,
+#logout.active.focus,
+.open > .dropdown-togglespan#login_widget > .button.focus,
+.open > .dropdown-toggle#logout.focus {
+ color: #333;
+ background-color: #d4d4d4;
+ border-color: #8c8c8c;
+}
+span#login_widget > .button:active,
+#logout:active,
+span#login_widget > .button.active,
+#logout.active,
+.open > .dropdown-togglespan#login_widget > .button,
+.open > .dropdown-toggle#logout {
+ background-image: none;
+}
+span#login_widget > .button.disabled:hover,
+#logout.disabled:hover,
+span#login_widget > .button[disabled]:hover,
+#logout[disabled]:hover,
+fieldset[disabled] span#login_widget > .button:hover,
+fieldset[disabled] #logout:hover,
+span#login_widget > .button.disabled:focus,
+#logout.disabled:focus,
+span#login_widget > .button[disabled]:focus,
+#logout[disabled]:focus,
+fieldset[disabled] span#login_widget > .button:focus,
+fieldset[disabled] #logout:focus,
+span#login_widget > .button.disabled.focus,
+#logout.disabled.focus,
+span#login_widget > .button[disabled].focus,
+#logout[disabled].focus,
+fieldset[disabled] span#login_widget > .button.focus,
+fieldset[disabled] #logout.focus {
+ background-color: #fff;
+ border-color: #ccc;
+}
+span#login_widget > .button .badge,
+#logout .badge {
+ color: #fff;
+ background-color: #333;
+}
+.nav-header {
+ text-transform: none;
+}
+#header > span {
+ margin-top: 10px;
+}
+.modal_stretch .modal-dialog {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+ min-height: 80vh;
+}
+.modal_stretch .modal-dialog .modal-body {
+ max-height: calc(100vh - 200px);
+ overflow: auto;
+ flex: 1;
+}
+.modal-header {
+ cursor: move;
+}
+@media (min-width: 768px) {
+ .modal .modal-dialog {
+ width: 700px;
+ }
+}
+@media (min-width: 768px) {
+ select.form-control {
+ margin-left: 12px;
+ margin-right: 12px;
+ }
+}
+/*!
+*
+* IPython auth
+*
+*/
+.center-nav {
+ display: inline-block;
+ margin-bottom: -4px;
+}
+[dir="rtl"] .center-nav form.pull-left {
+ float: right !important;
+ float: right;
+}
+[dir="rtl"] .center-nav .navbar-text {
+ float: right;
+}
+[dir="rtl"] .navbar-inner {
+ text-align: right;
+}
+[dir="rtl"] div.text-left {
+ text-align: right;
+}
+/*!
+*
+* IPython tree view
+*
+*/
+/* We need an invisible input field on top of the sentense*/
+/* "Drag file onto the list ..." */
+.alternate_upload {
+ background-color: none;
+ display: inline;
+}
+.alternate_upload.form {
+ padding: 0;
+ margin: 0;
+}
+.alternate_upload input.fileinput {
+ position: absolute;
+ display: block;
+ width: 100%;
+ height: 100%;
+ overflow: hidden;
+ cursor: pointer;
+ opacity: 0;
+ z-index: 2;
+}
+.alternate_upload .btn-xs > input.fileinput {
+ margin: -1px -5px;
+}
+.alternate_upload .btn-upload {
+ position: relative;
+ height: 22px;
+}
+::-webkit-file-upload-button {
+ cursor: pointer;
+}
+/**
+ * Primary styles
+ *
+ * Author: Jupyter Development Team
+ */
+ul#tabs {
+ margin-bottom: 4px;
+}
+ul#tabs a {
+ padding-top: 6px;
+ padding-bottom: 4px;
+}
+[dir="rtl"] ul#tabs.nav-tabs > li {
+ float: right;
+}
+[dir="rtl"] ul#tabs.nav.nav-tabs {
+ padding-right: 0;
+}
+ul.breadcrumb a:focus,
+ul.breadcrumb a:hover {
+ text-decoration: none;
+}
+ul.breadcrumb i.icon-home {
+ font-size: 16px;
+ margin-right: 4px;
+}
+ul.breadcrumb span {
+ color: #5e5e5e;
+}
+.list_toolbar {
+ padding: 4px 0 4px 0;
+ vertical-align: middle;
+}
+.list_toolbar .tree-buttons {
+ padding-top: 1px;
+}
+[dir="rtl"] .list_toolbar .tree-buttons .pull-right {
+ float: left !important;
+ float: left;
+}
+[dir="rtl"] .list_toolbar .col-sm-4,
+[dir="rtl"] .list_toolbar .col-sm-8 {
+ float: right;
+}
+.dynamic-buttons {
+ padding-top: 3px;
+ display: inline-block;
+}
+.list_toolbar [class*="span"] {
+ min-height: 24px;
+}
+.list_header {
+ font-weight: bold;
+ background-color: #EEE;
+}
+.list_placeholder {
+ font-weight: bold;
+ padding-top: 4px;
+ padding-bottom: 4px;
+ padding-left: 7px;
+ padding-right: 7px;
+}
+.list_container {
+ margin-top: 4px;
+ margin-bottom: 20px;
+ border: 1px solid #ddd;
+ border-radius: 2px;
+}
+.list_container > div {
+ border-bottom: 1px solid #ddd;
+}
+.list_container > div:hover .list-item {
+ background-color: red;
+}
+.list_container > div:last-child {
+ border: none;
+}
+.list_item:hover .list_item {
+ background-color: #ddd;
+}
+.list_item a {
+ text-decoration: none;
+}
+.list_item:hover {
+ background-color: #fafafa;
+}
+.list_header > div,
+.list_item > div {
+ padding-top: 4px;
+ padding-bottom: 4px;
+ padding-left: 7px;
+ padding-right: 7px;
+ line-height: 22px;
+}
+.list_header > div input,
+.list_item > div input {
+ margin-right: 7px;
+ margin-left: 14px;
+ vertical-align: text-bottom;
+ line-height: 22px;
+ position: relative;
+ top: -1px;
+}
+.list_header > div .item_link,
+.list_item > div .item_link {
+ margin-left: -1px;
+ vertical-align: baseline;
+ line-height: 22px;
+}
+[dir="rtl"] .list_item > div input {
+ margin-right: 0;
+}
+.new-file input[type=checkbox] {
+ visibility: hidden;
+}
+.item_name {
+ line-height: 22px;
+ height: 24px;
+}
+.item_icon {
+ font-size: 14px;
+ color: #5e5e5e;
+ margin-right: 7px;
+ margin-left: 7px;
+ line-height: 22px;
+ vertical-align: baseline;
+}
+.item_modified {
+ margin-right: 7px;
+ margin-left: 7px;
+}
+[dir="rtl"] .item_modified.pull-right {
+ float: left !important;
+ float: left;
+}
+.item_buttons {
+ line-height: 1em;
+ margin-left: -5px;
+}
+.item_buttons .btn,
+.item_buttons .btn-group,
+.item_buttons .input-group {
+ float: left;
+}
+.item_buttons > .btn,
+.item_buttons > .btn-group,
+.item_buttons > .input-group {
+ margin-left: 5px;
+}
+.item_buttons .btn {
+ min-width: 13ex;
+}
+.item_buttons .running-indicator {
+ padding-top: 4px;
+ color: #5cb85c;
+}
+.item_buttons .kernel-name {
+ padding-top: 4px;
+ color: #5bc0de;
+ margin-right: 7px;
+ float: left;
+}
+[dir="rtl"] .item_buttons.pull-right {
+ float: left !important;
+ float: left;
+}
+[dir="rtl"] .item_buttons .kernel-name {
+ margin-left: 7px;
+ float: right;
+}
+.toolbar_info {
+ height: 24px;
+ line-height: 24px;
+}
+.list_item input:not([type=checkbox]) {
+ padding-top: 3px;
+ padding-bottom: 3px;
+ height: 22px;
+ line-height: 14px;
+ margin: 0px;
+}
+.highlight_text {
+ color: blue;
+}
+#project_name {
+ display: inline-block;
+ padding-left: 7px;
+ margin-left: -2px;
+}
+#project_name > .breadcrumb {
+ padding: 0px;
+ margin-bottom: 0px;
+ background-color: transparent;
+ font-weight: bold;
+}
+.sort_button {
+ display: inline-block;
+ padding-left: 7px;
+}
+[dir="rtl"] .sort_button.pull-right {
+ float: left !important;
+ float: left;
+}
+#tree-selector {
+ padding-right: 0px;
+}
+#button-select-all {
+ min-width: 50px;
+}
+[dir="rtl"] #button-select-all.btn {
+ float: right ;
+}
+#select-all {
+ margin-left: 7px;
+ margin-right: 2px;
+ margin-top: 2px;
+ height: 16px;
+}
+[dir="rtl"] #select-all.pull-left {
+ float: right !important;
+ float: right;
+}
+.menu_icon {
+ margin-right: 2px;
+}
+.tab-content .row {
+ margin-left: 0px;
+ margin-right: 0px;
+}
+.folder_icon:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f114";
+}
+.folder_icon:before.fa-pull-left {
+ margin-right: .3em;
+}
+.folder_icon:before.fa-pull-right {
+ margin-left: .3em;
+}
+.folder_icon:before.pull-left {
+ margin-right: .3em;
+}
+.folder_icon:before.pull-right {
+ margin-left: .3em;
+}
+.notebook_icon:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f02d";
+ position: relative;
+ top: -1px;
+}
+.notebook_icon:before.fa-pull-left {
+ margin-right: .3em;
+}
+.notebook_icon:before.fa-pull-right {
+ margin-left: .3em;
+}
+.notebook_icon:before.pull-left {
+ margin-right: .3em;
+}
+.notebook_icon:before.pull-right {
+ margin-left: .3em;
+}
+.running_notebook_icon:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f02d";
+ position: relative;
+ top: -1px;
+ color: #5cb85c;
+}
+.running_notebook_icon:before.fa-pull-left {
+ margin-right: .3em;
+}
+.running_notebook_icon:before.fa-pull-right {
+ margin-left: .3em;
+}
+.running_notebook_icon:before.pull-left {
+ margin-right: .3em;
+}
+.running_notebook_icon:before.pull-right {
+ margin-left: .3em;
+}
+.file_icon:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f016";
+ position: relative;
+ top: -2px;
+}
+.file_icon:before.fa-pull-left {
+ margin-right: .3em;
+}
+.file_icon:before.fa-pull-right {
+ margin-left: .3em;
+}
+.file_icon:before.pull-left {
+ margin-right: .3em;
+}
+.file_icon:before.pull-right {
+ margin-left: .3em;
+}
+#notebook_toolbar .pull-right {
+ padding-top: 0px;
+ margin-right: -1px;
+}
+ul#new-menu {
+ left: auto;
+ right: 0;
+}
+#new-menu .dropdown-header {
+ font-size: 10px;
+ border-bottom: 1px solid #e5e5e5;
+ padding: 0 0 3px;
+ margin: -3px 20px 0;
+}
+.kernel-menu-icon {
+ padding-right: 12px;
+ width: 24px;
+ content: "\f096";
+}
+.kernel-menu-icon:before {
+ content: "\f096";
+}
+.kernel-menu-icon-current:before {
+ content: "\f00c";
+}
+#tab_content {
+ padding-top: 20px;
+}
+#running .panel-group .panel {
+ margin-top: 3px;
+ margin-bottom: 1em;
+}
+#running .panel-group .panel .panel-heading {
+ background-color: #EEE;
+ padding-top: 4px;
+ padding-bottom: 4px;
+ padding-left: 7px;
+ padding-right: 7px;
+ line-height: 22px;
+}
+#running .panel-group .panel .panel-heading a:focus,
+#running .panel-group .panel .panel-heading a:hover {
+ text-decoration: none;
+}
+#running .panel-group .panel .panel-body {
+ padding: 0px;
+}
+#running .panel-group .panel .panel-body .list_container {
+ margin-top: 0px;
+ margin-bottom: 0px;
+ border: 0px;
+ border-radius: 0px;
+}
+#running .panel-group .panel .panel-body .list_container .list_item {
+ border-bottom: 1px solid #ddd;
+}
+#running .panel-group .panel .panel-body .list_container .list_item:last-child {
+ border-bottom: 0px;
+}
+.delete-button {
+ display: none;
+}
+.duplicate-button {
+ display: none;
+}
+.rename-button {
+ display: none;
+}
+.move-button {
+ display: none;
+}
+.download-button {
+ display: none;
+}
+.shutdown-button {
+ display: none;
+}
+.dynamic-instructions {
+ display: inline-block;
+ padding-top: 4px;
+}
+/*!
+*
+* IPython text editor webapp
+*
+*/
+.selected-keymap i.fa {
+ padding: 0px 5px;
+}
+.selected-keymap i.fa:before {
+ content: "\f00c";
+}
+#mode-menu {
+ overflow: auto;
+ max-height: 20em;
+}
+.edit_app #header {
+ -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+}
+.edit_app #menubar .navbar {
+ /* Use a negative 1 bottom margin, so the border overlaps the border of the
+ header */
+ margin-bottom: -1px;
+}
+.dirty-indicator {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ width: 20px;
+}
+.dirty-indicator.fa-pull-left {
+ margin-right: .3em;
+}
+.dirty-indicator.fa-pull-right {
+ margin-left: .3em;
+}
+.dirty-indicator.pull-left {
+ margin-right: .3em;
+}
+.dirty-indicator.pull-right {
+ margin-left: .3em;
+}
+.dirty-indicator-dirty {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ width: 20px;
+}
+.dirty-indicator-dirty.fa-pull-left {
+ margin-right: .3em;
+}
+.dirty-indicator-dirty.fa-pull-right {
+ margin-left: .3em;
+}
+.dirty-indicator-dirty.pull-left {
+ margin-right: .3em;
+}
+.dirty-indicator-dirty.pull-right {
+ margin-left: .3em;
+}
+.dirty-indicator-clean {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ width: 20px;
+}
+.dirty-indicator-clean.fa-pull-left {
+ margin-right: .3em;
+}
+.dirty-indicator-clean.fa-pull-right {
+ margin-left: .3em;
+}
+.dirty-indicator-clean.pull-left {
+ margin-right: .3em;
+}
+.dirty-indicator-clean.pull-right {
+ margin-left: .3em;
+}
+.dirty-indicator-clean:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f00c";
+}
+.dirty-indicator-clean:before.fa-pull-left {
+ margin-right: .3em;
+}
+.dirty-indicator-clean:before.fa-pull-right {
+ margin-left: .3em;
+}
+.dirty-indicator-clean:before.pull-left {
+ margin-right: .3em;
+}
+.dirty-indicator-clean:before.pull-right {
+ margin-left: .3em;
+}
+#filename {
+ font-size: 16pt;
+ display: table;
+ padding: 0px 5px;
+}
+#current-mode {
+ padding-left: 5px;
+ padding-right: 5px;
+}
+#texteditor-backdrop {
+ padding-top: 20px;
+ padding-bottom: 20px;
+}
+@media not print {
+ #texteditor-backdrop {
+ background-color: #EEE;
+ }
+}
+@media print {
+ #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
+ #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
+ background-color: #fff;
+ }
+}
+@media not print {
+ #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
+ #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
+ background-color: #fff;
+ }
+}
+@media not print {
+ #texteditor-backdrop #texteditor-container {
+ padding: 0px;
+ background-color: #fff;
+ -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ }
+}
+.CodeMirror-dialog {
+ background-color: #fff;
+}
+/*!
+*
+* IPython notebook
+*
+*/
+/* CSS font colors for translated ANSI escape sequences */
+/* The color values are a mix of
+ http://www.xcolors.net/dl/baskerville-ivorylight and
+ http://www.xcolors.net/dl/euphrasia */
+.ansi-black-fg {
+ color: #3E424D;
+}
+.ansi-black-bg {
+ background-color: #3E424D;
+}
+.ansi-black-intense-fg {
+ color: #282C36;
+}
+.ansi-black-intense-bg {
+ background-color: #282C36;
+}
+.ansi-red-fg {
+ color: #E75C58;
+}
+.ansi-red-bg {
+ background-color: #E75C58;
+}
+.ansi-red-intense-fg {
+ color: #B22B31;
+}
+.ansi-red-intense-bg {
+ background-color: #B22B31;
+}
+.ansi-green-fg {
+ color: #00A250;
+}
+.ansi-green-bg {
+ background-color: #00A250;
+}
+.ansi-green-intense-fg {
+ color: #007427;
+}
+.ansi-green-intense-bg {
+ background-color: #007427;
+}
+.ansi-yellow-fg {
+ color: #DDB62B;
+}
+.ansi-yellow-bg {
+ background-color: #DDB62B;
+}
+.ansi-yellow-intense-fg {
+ color: #B27D12;
+}
+.ansi-yellow-intense-bg {
+ background-color: #B27D12;
+}
+.ansi-blue-fg {
+ color: #208FFB;
+}
+.ansi-blue-bg {
+ background-color: #208FFB;
+}
+.ansi-blue-intense-fg {
+ color: #0065CA;
+}
+.ansi-blue-intense-bg {
+ background-color: #0065CA;
+}
+.ansi-magenta-fg {
+ color: #D160C4;
+}
+.ansi-magenta-bg {
+ background-color: #D160C4;
+}
+.ansi-magenta-intense-fg {
+ color: #A03196;
+}
+.ansi-magenta-intense-bg {
+ background-color: #A03196;
+}
+.ansi-cyan-fg {
+ color: #60C6C8;
+}
+.ansi-cyan-bg {
+ background-color: #60C6C8;
+}
+.ansi-cyan-intense-fg {
+ color: #258F8F;
+}
+.ansi-cyan-intense-bg {
+ background-color: #258F8F;
+}
+.ansi-white-fg {
+ color: #C5C1B4;
+}
+.ansi-white-bg {
+ background-color: #C5C1B4;
+}
+.ansi-white-intense-fg {
+ color: #A1A6B2;
+}
+.ansi-white-intense-bg {
+ background-color: #A1A6B2;
+}
+.ansi-default-inverse-fg {
+ color: #FFFFFF;
+}
+.ansi-default-inverse-bg {
+ background-color: #000000;
+}
+.ansi-bold {
+ font-weight: bold;
+}
+.ansi-underline {
+ text-decoration: underline;
+}
+/* The following styles are deprecated an will be removed in a future version */
+.ansibold {
+ font-weight: bold;
+}
+.ansi-inverse {
+ outline: 0.5px dotted;
+}
+/* use dark versions for foreground, to improve visibility */
+.ansiblack {
+ color: black;
+}
+.ansired {
+ color: darkred;
+}
+.ansigreen {
+ color: darkgreen;
+}
+.ansiyellow {
+ color: #c4a000;
+}
+.ansiblue {
+ color: darkblue;
+}
+.ansipurple {
+ color: darkviolet;
+}
+.ansicyan {
+ color: steelblue;
+}
+.ansigray {
+ color: gray;
+}
+/* and light for background, for the same reason */
+.ansibgblack {
+ background-color: black;
+}
+.ansibgred {
+ background-color: red;
+}
+.ansibggreen {
+ background-color: green;
+}
+.ansibgyellow {
+ background-color: yellow;
+}
+.ansibgblue {
+ background-color: blue;
+}
+.ansibgpurple {
+ background-color: magenta;
+}
+.ansibgcyan {
+ background-color: cyan;
+}
+.ansibggray {
+ background-color: gray;
+}
+div.cell {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+ border-radius: 2px;
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+ border-width: 1px;
+ border-style: solid;
+ border-color: transparent;
+ width: 100%;
+ padding: 5px;
+ /* This acts as a spacer between cells, that is outside the border */
+ margin: 0px;
+ outline: none;
+ position: relative;
+ overflow: visible;
+}
+div.cell:before {
+ position: absolute;
+ display: block;
+ top: -1px;
+ left: -1px;
+ width: 5px;
+ height: calc(100% + 2px);
+ content: '';
+ background: transparent;
+}
+div.cell.jupyter-soft-selected {
+ border-left-color: #E3F2FD;
+ border-left-width: 1px;
+ padding-left: 5px;
+ border-right-color: #E3F2FD;
+ border-right-width: 1px;
+ background: #E3F2FD;
+}
+@media print {
+ div.cell.jupyter-soft-selected {
+ border-color: transparent;
+ }
+}
+div.cell.selected,
+div.cell.selected.jupyter-soft-selected {
+ border-color: #ababab;
+}
+div.cell.selected:before,
+div.cell.selected.jupyter-soft-selected:before {
+ position: absolute;
+ display: block;
+ top: -1px;
+ left: -1px;
+ width: 5px;
+ height: calc(100% + 2px);
+ content: '';
+ background: #42A5F5;
+}
+@media print {
+ div.cell.selected,
+ div.cell.selected.jupyter-soft-selected {
+ border-color: transparent;
+ }
+}
+.edit_mode div.cell.selected {
+ border-color: #66BB6A;
+}
+.edit_mode div.cell.selected:before {
+ position: absolute;
+ display: block;
+ top: -1px;
+ left: -1px;
+ width: 5px;
+ height: calc(100% + 2px);
+ content: '';
+ background: #66BB6A;
+}
+@media print {
+ .edit_mode div.cell.selected {
+ border-color: transparent;
+ }
+}
+.prompt {
+ /* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
+ min-width: 14ex;
+ /* This padding is tuned to match the padding on the CodeMirror editor. */
+ padding: 0.4em;
+ margin: 0px;
+ font-family: monospace;
+ text-align: right;
+ /* This has to match that of the the CodeMirror class line-height below */
+ line-height: 1.21429em;
+ /* Don't highlight prompt number selection */
+ -webkit-touch-callout: none;
+ -webkit-user-select: none;
+ -khtml-user-select: none;
+ -moz-user-select: none;
+ -ms-user-select: none;
+ user-select: none;
+ /* Use default cursor */
+ cursor: default;
+}
+@media (max-width: 540px) {
+ .prompt {
+ text-align: left;
+ }
+}
+div.inner_cell {
+ min-width: 0;
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+ /* Old browsers */
+ -webkit-box-flex: 1;
+ -moz-box-flex: 1;
+ box-flex: 1;
+ /* Modern browsers */
+ flex: 1;
+}
+/* input_area and input_prompt must match in top border and margin for alignment */
+div.input_area {
+ border: 1px solid #cfcfcf;
+ border-radius: 2px;
+ background: #f7f7f7;
+ line-height: 1.21429em;
+}
+/* This is needed so that empty prompt areas can collapse to zero height when there
+ is no content in the output_subarea and the prompt. The main purpose of this is
+ to make sure that empty JavaScript output_subareas have no height. */
+div.prompt:empty {
+ padding-top: 0;
+ padding-bottom: 0;
+}
+div.unrecognized_cell {
+ padding: 5px 5px 5px 0px;
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: horizontal;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: horizontal;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: horizontal;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: row;
+ align-items: stretch;
+}
+div.unrecognized_cell .inner_cell {
+ border-radius: 2px;
+ padding: 5px;
+ font-weight: bold;
+ color: red;
+ border: 1px solid #cfcfcf;
+ background: #eaeaea;
+}
+div.unrecognized_cell .inner_cell a {
+ color: inherit;
+ text-decoration: none;
+}
+div.unrecognized_cell .inner_cell a:hover {
+ color: inherit;
+ text-decoration: none;
+}
+@media (max-width: 540px) {
+ div.unrecognized_cell > div.prompt {
+ display: none;
+ }
+}
+div.code_cell {
+ /* avoid page breaking on code cells when printing */
+}
+@media print {
+ div.code_cell {
+ page-break-inside: avoid;
+ }
+}
+/* any special styling for code cells that are currently running goes here */
+div.input {
+ page-break-inside: avoid;
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: horizontal;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: horizontal;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: horizontal;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: row;
+ align-items: stretch;
+}
+@media (max-width: 540px) {
+ div.input {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+ }
+}
+/* input_area and input_prompt must match in top border and margin for alignment */
+div.input_prompt {
+ color: #303F9F;
+ border-top: 1px solid transparent;
+}
+div.input_area > div.highlight {
+ margin: 0.4em;
+ border: none;
+ padding: 0px;
+ background-color: transparent;
+}
+div.input_area > div.highlight > pre {
+ margin: 0px;
+ border: none;
+ padding: 0px;
+ background-color: transparent;
+}
+/* The following gets added to the <head> if it is detected that the user has a
+ * monospace font with inconsistent normal/bold/italic height. See
+ * notebookmain.js. Such fonts will have keywords vertically offset with
+ * respect to the rest of the text. The user should select a better font.
+ * See: https://github.com/ipython/ipython/issues/1503
+ *
+ * .CodeMirror span {
+ * vertical-align: bottom;
+ * }
+ */
+.CodeMirror {
+ line-height: 1.21429em;
+ /* Changed from 1em to our global default */
+ font-size: 14px;
+ height: auto;
+ /* Changed to auto to autogrow */
+ background: none;
+ /* Changed from white to allow our bg to show through */
+}
+.CodeMirror-scroll {
+ /* The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
+ /* We have found that if it is visible, vertical scrollbars appear with font size changes.*/
+ overflow-y: hidden;
+ overflow-x: auto;
+}
+.CodeMirror-lines {
+ /* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
+ /* we have set a different line-height and want this to scale with that. */
+ /* Note that this should set vertical padding only, since CodeMirror assumes
+ that horizontal padding will be set on CodeMirror pre */
+ padding: 0.4em 0;
+}
+.CodeMirror-linenumber {
+ padding: 0 8px 0 4px;
+}
+.CodeMirror-gutters {
+ border-bottom-left-radius: 2px;
+ border-top-left-radius: 2px;
+}
+.CodeMirror pre {
+ /* In CM3 this went to 4px from 0 in CM2. This sets horizontal padding only,
+ use .CodeMirror-lines for vertical */
+ padding: 0 0.4em;
+ border: 0;
+ border-radius: 0;
+}
+.CodeMirror-cursor {
+ border-left: 1.4px solid black;
+}
+@media screen and (min-width: 2138px) and (max-width: 4319px) {
+ .CodeMirror-cursor {
+ border-left: 2px solid black;
+ }
+}
+@media screen and (min-width: 4320px) {
+ .CodeMirror-cursor {
+ border-left: 4px solid black;
+ }
+}
+/*
+
+Original style from softwaremaniacs.org (c) Ivan Sagalaev <Maniac@SoftwareManiacs.Org>
+Adapted from GitHub theme
+
+*/
+.highlight-base {
+ color: #000;
+}
+.highlight-variable {
+ color: #000;
+}
+.highlight-variable-2 {
+ color: #1a1a1a;
+}
+.highlight-variable-3 {
+ color: #333333;
+}
+.highlight-string {
+ color: #BA2121;
+}
+.highlight-comment {
+ color: #408080;
+ font-style: italic;
+}
+.highlight-number {
+ color: #080;
+}
+.highlight-atom {
+ color: #88F;
+}
+.highlight-keyword {
+ color: #008000;
+ font-weight: bold;
+}
+.highlight-builtin {
+ color: #008000;
+}
+.highlight-error {
+ color: #f00;
+}
+.highlight-operator {
+ color: #AA22FF;
+ font-weight: bold;
+}
+.highlight-meta {
+ color: #AA22FF;
+}
+/* previously not defined, copying from default codemirror */
+.highlight-def {
+ color: #00f;
+}
+.highlight-string-2 {
+ color: #f50;
+}
+.highlight-qualifier {
+ color: #555;
+}
+.highlight-bracket {
+ color: #997;
+}
+.highlight-tag {
+ color: #170;
+}
+.highlight-attribute {
+ color: #00c;
+}
+.highlight-header {
+ color: blue;
+}
+.highlight-quote {
+ color: #090;
+}
+.highlight-link {
+ color: #00c;
+}
+/* apply the same style to codemirror */
+.cm-s-ipython span.cm-keyword {
+ color: #008000;
+ font-weight: bold;
+}
+.cm-s-ipython span.cm-atom {
+ color: #88F;
+}
+.cm-s-ipython span.cm-number {
+ color: #080;
+}
+.cm-s-ipython span.cm-def {
+ color: #00f;
+}
+.cm-s-ipython span.cm-variable {
+ color: #000;
+}
+.cm-s-ipython span.cm-operator {
+ color: #AA22FF;
+ font-weight: bold;
+}
+.cm-s-ipython span.cm-variable-2 {
+ color: #1a1a1a;
+}
+.cm-s-ipython span.cm-variable-3 {
+ color: #333333;
+}
+.cm-s-ipython span.cm-comment {
+ color: #408080;
+ font-style: italic;
+}
+.cm-s-ipython span.cm-string {
+ color: #BA2121;
+}
+.cm-s-ipython span.cm-string-2 {
+ color: #f50;
+}
+.cm-s-ipython span.cm-meta {
+ color: #AA22FF;
+}
+.cm-s-ipython span.cm-qualifier {
+ color: #555;
+}
+.cm-s-ipython span.cm-builtin {
+ color: #008000;
+}
+.cm-s-ipython span.cm-bracket {
+ color: #997;
+}
+.cm-s-ipython span.cm-tag {
+ color: #170;
+}
+.cm-s-ipython span.cm-attribute {
+ color: #00c;
+}
+.cm-s-ipython span.cm-header {
+ color: blue;
+}
+.cm-s-ipython span.cm-quote {
+ color: #090;
+}
+.cm-s-ipython span.cm-link {
+ color: #00c;
+}
+.cm-s-ipython span.cm-error {
+ color: #f00;
+}
+.cm-s-ipython span.cm-tab {
+ background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
+ background-position: right;
+ background-repeat: no-repeat;
+}
+div.output_wrapper {
+ /* this position must be relative to enable descendents to be absolute within it */
+ position: relative;
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+ z-index: 1;
+}
+/* class for the output area when it should be height-limited */
+div.output_scroll {
+ /* ideally, this would be max-height, but FF barfs all over that */
+ height: 24em;
+ /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
+ width: 100%;
+ overflow: auto;
+ border-radius: 2px;
+ -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
+ box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
+ display: block;
+}
+/* output div while it is collapsed */
+div.output_collapsed {
+ margin: 0px;
+ padding: 0px;
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+}
+div.out_prompt_overlay {
+ height: 100%;
+ padding: 0px 0.4em;
+ position: absolute;
+ border-radius: 2px;
+}
+div.out_prompt_overlay:hover {
+ /* use inner shadow to get border that is computed the same on WebKit/FF */
+ -webkit-box-shadow: inset 0 0 1px #000;
+ box-shadow: inset 0 0 1px #000;
+ background: rgba(240, 240, 240, 0.5);
+}
+div.output_prompt {
+ color: #D84315;
+}
+/* This class is the outer container of all output sections. */
+div.output_area {
+ padding: 0px;
+ page-break-inside: avoid;
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: horizontal;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: horizontal;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: horizontal;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: row;
+ align-items: stretch;
+}
+div.output_area .MathJax_Display {
+ text-align: left !important;
+}
+div.output_area .rendered_html table {
+ margin-left: 0;
+ margin-right: 0;
+}
+div.output_area .rendered_html img {
+ margin-left: 0;
+ margin-right: 0;
+}
+div.output_area img,
+div.output_area svg {
+ max-width: 100%;
+ height: auto;
+}
+div.output_area img.unconfined,
+div.output_area svg.unconfined {
+ max-width: none;
+}
+div.output_area .mglyph > img {
+ max-width: none;
+}
+/* This is needed to protect the pre formating from global settings such
+ as that of bootstrap */
+.output {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+}
+@media (max-width: 540px) {
+ div.output_area {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+ }
+}
+div.output_area pre {
+ margin: 0;
+ padding: 1px 0 1px 0;
+ border: 0;
+ vertical-align: baseline;
+ color: black;
+ background-color: transparent;
+ border-radius: 0;
+}
+/* This class is for the output subarea inside the output_area and after
+ the prompt div. */
+div.output_subarea {
+ overflow-x: auto;
+ padding: 0.4em;
+ /* Old browsers */
+ -webkit-box-flex: 1;
+ -moz-box-flex: 1;
+ box-flex: 1;
+ /* Modern browsers */
+ flex: 1;
+ max-width: calc(100% - 14ex);
+}
+div.output_scroll div.output_subarea {
+ overflow-x: visible;
+}
+/* The rest of the output_* classes are for special styling of the different
+ output types */
+/* all text output has this class: */
+div.output_text {
+ text-align: left;
+ color: #000;
+ /* This has to match that of the the CodeMirror class line-height below */
+ line-height: 1.21429em;
+}
+/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
+div.output_stderr {
+ background: #fdd;
+ /* very light red background for stderr */
+}
+div.output_latex {
+ text-align: left;
+}
+/* Empty output_javascript divs should have no height */
+div.output_javascript:empty {
+ padding: 0;
+}
+.js-error {
+ color: darkred;
+}
+/* raw_input styles */
+div.raw_input_container {
+ line-height: 1.21429em;
+ padding-top: 5px;
+}
+pre.raw_input_prompt {
+ /* nothing needed here. */
+}
+input.raw_input {
+ font-family: monospace;
+ font-size: inherit;
+ color: inherit;
+ width: auto;
+ /* make sure input baseline aligns with prompt */
+ vertical-align: baseline;
+ /* padding + margin = 0.5em between prompt and cursor */
+ padding: 0em 0.25em;
+ margin: 0em 0.25em;
+}
+input.raw_input:focus {
+ box-shadow: none;
+}
+p.p-space {
+ margin-bottom: 10px;
+}
+div.output_unrecognized {
+ padding: 5px;
+ font-weight: bold;
+ color: red;
+}
+div.output_unrecognized a {
+ color: inherit;
+ text-decoration: none;
+}
+div.output_unrecognized a:hover {
+ color: inherit;
+ text-decoration: none;
+}
+.rendered_html {
+ color: #000;
+ /* any extras will just be numbers: */
+}
+.rendered_html em {
+ font-style: italic;
+}
+.rendered_html strong {
+ font-weight: bold;
+}
+.rendered_html u {
+ text-decoration: underline;
+}
+.rendered_html :link {
+ text-decoration: underline;
+}
+.rendered_html :visited {
+ text-decoration: underline;
+}
+.rendered_html h1 {
+ font-size: 185.7%;
+ margin: 1.08em 0 0 0;
+ font-weight: bold;
+ line-height: 1.0;
+}
+.rendered_html h2 {
+ font-size: 157.1%;
+ margin: 1.27em 0 0 0;
+ font-weight: bold;
+ line-height: 1.0;
+}
+.rendered_html h3 {
+ font-size: 128.6%;
+ margin: 1.55em 0 0 0;
+ font-weight: bold;
+ line-height: 1.0;
+}
+.rendered_html h4 {
+ font-size: 100%;
+ margin: 2em 0 0 0;
+ font-weight: bold;
+ line-height: 1.0;
+}
+.rendered_html h5 {
+ font-size: 100%;
+ margin: 2em 0 0 0;
+ font-weight: bold;
+ line-height: 1.0;
+ font-style: italic;
+}
+.rendered_html h6 {
+ font-size: 100%;
+ margin: 2em 0 0 0;
+ font-weight: bold;
+ line-height: 1.0;
+ font-style: italic;
+}
+.rendered_html h1:first-child {
+ margin-top: 0.538em;
+}
+.rendered_html h2:first-child {
+ margin-top: 0.636em;
+}
+.rendered_html h3:first-child {
+ margin-top: 0.777em;
+}
+.rendered_html h4:first-child {
+ margin-top: 1em;
+}
+.rendered_html h5:first-child {
+ margin-top: 1em;
+}
+.rendered_html h6:first-child {
+ margin-top: 1em;
+}
+.rendered_html ul:not(.list-inline),
+.rendered_html ol:not(.list-inline) {
+ padding-left: 2em;
+}
+.rendered_html ul {
+ list-style: disc;
+}
+.rendered_html ul ul {
+ list-style: square;
+ margin-top: 0;
+}
+.rendered_html ul ul ul {
+ list-style: circle;
+}
+.rendered_html ol {
+ list-style: decimal;
+}
+.rendered_html ol ol {
+ list-style: upper-alpha;
+ margin-top: 0;
+}
+.rendered_html ol ol ol {
+ list-style: lower-alpha;
+}
+.rendered_html ol ol ol ol {
+ list-style: lower-roman;
+}
+.rendered_html ol ol ol ol ol {
+ list-style: decimal;
+}
+.rendered_html * + ul {
+ margin-top: 1em;
+}
+.rendered_html * + ol {
+ margin-top: 1em;
+}
+.rendered_html hr {
+ color: black;
+ background-color: black;
+}
+.rendered_html pre {
+ margin: 1em 2em;
+ padding: 0px;
+ background-color: #fff;
+}
+.rendered_html code {
+ background-color: #eff0f1;
+}
+.rendered_html p code {
+ padding: 1px 5px;
+}
+.rendered_html pre code {
+ background-color: #fff;
+}
+.rendered_html pre,
+.rendered_html code {
+ border: 0;
+ color: #000;
+ font-size: 100%;
+}
+.rendered_html blockquote {
+ margin: 1em 2em;
+}
+.rendered_html table {
+ margin-left: auto;
+ margin-right: auto;
+ border: none;
+ border-collapse: collapse;
+ border-spacing: 0;
+ color: black;
+ font-size: 12px;
+ table-layout: fixed;
+}
+.rendered_html thead {
+ border-bottom: 1px solid black;
+ vertical-align: bottom;
+}
+.rendered_html tr,
+.rendered_html th,
+.rendered_html td {
+ text-align: right;
+ vertical-align: middle;
+ padding: 0.5em 0.5em;
+ line-height: normal;
+ white-space: normal;
+ max-width: none;
+ border: none;
+}
+.rendered_html th {
+ font-weight: bold;
+}
+.rendered_html tbody tr:nth-child(odd) {
+ background: #f5f5f5;
+}
+.rendered_html tbody tr:hover {
+ background: rgba(66, 165, 245, 0.2);
+}
+.rendered_html * + table {
+ margin-top: 1em;
+}
+.rendered_html p {
+ text-align: left;
+}
+.rendered_html * + p {
+ margin-top: 1em;
+}
+.rendered_html img {
+ display: block;
+ margin-left: auto;
+ margin-right: auto;
+}
+.rendered_html * + img {
+ margin-top: 1em;
+}
+.rendered_html img,
+.rendered_html svg {
+ max-width: 100%;
+ height: auto;
+}
+.rendered_html img.unconfined,
+.rendered_html svg.unconfined {
+ max-width: none;
+}
+.rendered_html .alert {
+ margin-bottom: initial;
+}
+.rendered_html * + .alert {
+ margin-top: 1em;
+}
+[dir="rtl"] .rendered_html p {
+ text-align: right;
+}
+div.text_cell {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: horizontal;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: horizontal;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: horizontal;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: row;
+ align-items: stretch;
+}
+@media (max-width: 540px) {
+ div.text_cell > div.prompt {
+ display: none;
+ }
+}
+div.text_cell_render {
+ /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
+ outline: none;
+ resize: none;
+ width: inherit;
+ border-style: none;
+ padding: 0.5em 0.5em 0.5em 0.4em;
+ color: #000;
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+}
+a.anchor-link:link {
+ text-decoration: none;
+ padding: 0px 20px;
+ visibility: hidden;
+}
+h1:hover .anchor-link,
+h2:hover .anchor-link,
+h3:hover .anchor-link,
+h4:hover .anchor-link,
+h5:hover .anchor-link,
+h6:hover .anchor-link {
+ visibility: visible;
+}
+.text_cell.rendered .input_area {
+ display: none;
+}
+.text_cell.rendered .rendered_html {
+ overflow-x: auto;
+ overflow-y: hidden;
+}
+.text_cell.rendered .rendered_html tr,
+.text_cell.rendered .rendered_html th,
+.text_cell.rendered .rendered_html td {
+ max-width: none;
+}
+.text_cell.unrendered .text_cell_render {
+ display: none;
+}
+.text_cell .dropzone .input_area {
+ border: 2px dashed #bababa;
+ margin: -1px;
+}
+.cm-header-1,
+.cm-header-2,
+.cm-header-3,
+.cm-header-4,
+.cm-header-5,
+.cm-header-6 {
+ font-weight: bold;
+ font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
+}
+.cm-header-1 {
+ font-size: 185.7%;
+}
+.cm-header-2 {
+ font-size: 157.1%;
+}
+.cm-header-3 {
+ font-size: 128.6%;
+}
+.cm-header-4 {
+ font-size: 110%;
+}
+.cm-header-5 {
+ font-size: 100%;
+ font-style: italic;
+}
+.cm-header-6 {
+ font-size: 100%;
+ font-style: italic;
+}
+/*!
+*
+* IPython notebook webapp
+*
+*/
+@media (max-width: 767px) {
+ .notebook_app {
+ padding-left: 0px;
+ padding-right: 0px;
+ }
+}
+#ipython-main-app {
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+ height: 100%;
+}
+div#notebook_panel {
+ margin: 0px;
+ padding: 0px;
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+ height: 100%;
+}
+div#notebook {
+ font-size: 14px;
+ line-height: 20px;
+ overflow-y: hidden;
+ overflow-x: auto;
+ width: 100%;
+ /* This spaces the page away from the edge of the notebook area */
+ padding-top: 20px;
+ margin: 0px;
+ outline: none;
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+ min-height: 100%;
+}
+@media not print {
+ #notebook-container {
+ padding: 15px;
+ background-color: #fff;
+ min-height: 0;
+ -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ }
+}
+@media print {
+ #notebook-container {
+ width: 100%;
+ }
+}
+div.ui-widget-content {
+ border: 1px solid #ababab;
+ outline: none;
+}
+pre.dialog {
+ background-color: #f7f7f7;
+ border: 1px solid #ddd;
+ border-radius: 2px;
+ padding: 0.4em;
+ padding-left: 2em;
+}
+p.dialog {
+ padding: 0.2em;
+}
+/* Word-wrap output correctly. This is the CSS3 spelling, though Firefox seems
+ to not honor it correctly. Webkit browsers (Chrome, rekonq, Safari) do.
+ */
+pre,
+code,
+kbd,
+samp {
+ white-space: pre-wrap;
+}
+#fonttest {
+ font-family: monospace;
+}
+p {
+ margin-bottom: 0;
+}
+.end_space {
+ min-height: 100px;
+ transition: height .2s ease;
+}
+.notebook_app > #header {
+ -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+}
+@media not print {
+ .notebook_app {
+ background-color: #EEE;
+ }
+}
+kbd {
+ border-style: solid;
+ border-width: 1px;
+ box-shadow: none;
+ margin: 2px;
+ padding-left: 2px;
+ padding-right: 2px;
+ padding-top: 1px;
+ padding-bottom: 1px;
+}
+.jupyter-keybindings {
+ padding: 1px;
+ line-height: 24px;
+ border-bottom: 1px solid gray;
+}
+.jupyter-keybindings input {
+ margin: 0;
+ padding: 0;
+ border: none;
+}
+.jupyter-keybindings i {
+ padding: 6px;
+}
+.well code {
+ background-color: #ffffff;
+ border-color: #ababab;
+ border-width: 1px;
+ border-style: solid;
+ padding: 2px;
+ padding-top: 1px;
+ padding-bottom: 1px;
+}
+/* CSS for the cell toolbar */
+.celltoolbar {
+ border: thin solid #CFCFCF;
+ border-bottom: none;
+ background: #EEE;
+ border-radius: 2px 2px 0px 0px;
+ width: 100%;
+ height: 29px;
+ padding-right: 4px;
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: horizontal;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: horizontal;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: horizontal;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: row;
+ align-items: stretch;
+ /* Old browsers */
+ -webkit-box-pack: end;
+ -moz-box-pack: end;
+ box-pack: end;
+ /* Modern browsers */
+ justify-content: flex-end;
+ display: -webkit-flex;
+}
+@media print {
+ .celltoolbar {
+ display: none;
+ }
+}
+.ctb_hideshow {
+ display: none;
+ vertical-align: bottom;
+}
+/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
+ Cell toolbars are only shown when the ctb_global_show class is also set.
+*/
+.ctb_global_show .ctb_show.ctb_hideshow {
+ display: block;
+}
+.ctb_global_show .ctb_show + .input_area,
+.ctb_global_show .ctb_show + div.text_cell_input,
+.ctb_global_show .ctb_show ~ div.text_cell_render {
+ border-top-right-radius: 0px;
+ border-top-left-radius: 0px;
+}
+.ctb_global_show .ctb_show ~ div.text_cell_render {
+ border: 1px solid #cfcfcf;
+}
+.celltoolbar {
+ font-size: 87%;
+ padding-top: 3px;
+}
+.celltoolbar select {
+ display: block;
+ width: 100%;
+ height: 32px;
+ padding: 6px 12px;
+ font-size: 13px;
+ line-height: 1.42857143;
+ color: #555555;
+ background-color: #fff;
+ background-image: none;
+ border: 1px solid #ccc;
+ border-radius: 2px;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+ -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+ transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+ height: 30px;
+ padding: 5px 10px;
+ font-size: 12px;
+ line-height: 1.5;
+ border-radius: 1px;
+ width: inherit;
+ font-size: inherit;
+ height: 22px;
+ padding: 0px;
+ display: inline-block;
+}
+.celltoolbar select:focus {
+ border-color: #66afe9;
+ outline: 0;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
+ box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
+}
+.celltoolbar select::-moz-placeholder {
+ color: #999;
+ opacity: 1;
+}
+.celltoolbar select:-ms-input-placeholder {
+ color: #999;
+}
+.celltoolbar select::-webkit-input-placeholder {
+ color: #999;
+}
+.celltoolbar select::-ms-expand {
+ border: 0;
+ background-color: transparent;
+}
+.celltoolbar select[disabled],
+.celltoolbar select[readonly],
+fieldset[disabled] .celltoolbar select {
+ background-color: #eeeeee;
+ opacity: 1;
+}
+.celltoolbar select[disabled],
+fieldset[disabled] .celltoolbar select {
+ cursor: not-allowed;
+}
+textarea.celltoolbar select {
+ height: auto;
+}
+select.celltoolbar select {
+ height: 30px;
+ line-height: 30px;
+}
+textarea.celltoolbar select,
+select[multiple].celltoolbar select {
+ height: auto;
+}
+.celltoolbar label {
+ margin-left: 5px;
+ margin-right: 5px;
+}
+.tags_button_container {
+ width: 100%;
+ display: flex;
+}
+.tag-container {
+ display: flex;
+ flex-direction: row;
+ flex-grow: 1;
+ overflow: hidden;
+ position: relative;
+}
+.tag-container > * {
+ margin: 0 4px;
+}
+.remove-tag-btn {
+ margin-left: 4px;
+}
+.tags-input {
+ display: flex;
+}
+.cell-tag:last-child:after {
+ content: "";
+ position: absolute;
+ right: 0;
+ width: 40px;
+ height: 100%;
+ /* Fade to background color of cell toolbar */
+ background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
+}
+.tags-input > * {
+ margin-left: 4px;
+}
+.cell-tag,
+.tags-input input,
+.tags-input button {
+ display: block;
+ width: 100%;
+ height: 32px;
+ padding: 6px 12px;
+ font-size: 13px;
+ line-height: 1.42857143;
+ color: #555555;
+ background-color: #fff;
+ background-image: none;
+ border: 1px solid #ccc;
+ border-radius: 2px;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+ -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+ transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+ height: 30px;
+ padding: 5px 10px;
+ font-size: 12px;
+ line-height: 1.5;
+ border-radius: 1px;
+ box-shadow: none;
+ width: inherit;
+ font-size: inherit;
+ height: 22px;
+ line-height: 22px;
+ padding: 0px 4px;
+ display: inline-block;
+}
+.cell-tag:focus,
+.tags-input input:focus,
+.tags-input button:focus {
+ border-color: #66afe9;
+ outline: 0;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
+ box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
+}
+.cell-tag::-moz-placeholder,
+.tags-input input::-moz-placeholder,
+.tags-input button::-moz-placeholder {
+ color: #999;
+ opacity: 1;
+}
+.cell-tag:-ms-input-placeholder,
+.tags-input input:-ms-input-placeholder,
+.tags-input button:-ms-input-placeholder {
+ color: #999;
+}
+.cell-tag::-webkit-input-placeholder,
+.tags-input input::-webkit-input-placeholder,
+.tags-input button::-webkit-input-placeholder {
+ color: #999;
+}
+.cell-tag::-ms-expand,
+.tags-input input::-ms-expand,
+.tags-input button::-ms-expand {
+ border: 0;
+ background-color: transparent;
+}
+.cell-tag[disabled],
+.tags-input input[disabled],
+.tags-input button[disabled],
+.cell-tag[readonly],
+.tags-input input[readonly],
+.tags-input button[readonly],
+fieldset[disabled] .cell-tag,
+fieldset[disabled] .tags-input input,
+fieldset[disabled] .tags-input button {
+ background-color: #eeeeee;
+ opacity: 1;
+}
+.cell-tag[disabled],
+.tags-input input[disabled],
+.tags-input button[disabled],
+fieldset[disabled] .cell-tag,
+fieldset[disabled] .tags-input input,
+fieldset[disabled] .tags-input button {
+ cursor: not-allowed;
+}
+textarea.cell-tag,
+textarea.tags-input input,
+textarea.tags-input button {
+ height: auto;
+}
+select.cell-tag,
+select.tags-input input,
+select.tags-input button {
+ height: 30px;
+ line-height: 30px;
+}
+textarea.cell-tag,
+textarea.tags-input input,
+textarea.tags-input button,
+select[multiple].cell-tag,
+select[multiple].tags-input input,
+select[multiple].tags-input button {
+ height: auto;
+}
+.cell-tag,
+.tags-input button {
+ padding: 0px 4px;
+}
+.cell-tag {
+ background-color: #fff;
+ white-space: nowrap;
+}
+.tags-input input[type=text]:focus {
+ outline: none;
+ box-shadow: none;
+ border-color: #ccc;
+}
+.completions {
+ position: absolute;
+ z-index: 110;
+ overflow: hidden;
+ border: 1px solid #ababab;
+ border-radius: 2px;
+ -webkit-box-shadow: 0px 6px 10px -1px #adadad;
+ box-shadow: 0px 6px 10px -1px #adadad;
+ line-height: 1;
+}
+.completions select {
+ background: white;
+ outline: none;
+ border: none;
+ padding: 0px;
+ margin: 0px;
+ overflow: auto;
+ font-family: monospace;
+ font-size: 110%;
+ color: #000;
+ width: auto;
+}
+.completions select option.context {
+ color: #286090;
+}
+#kernel_logo_widget .current_kernel_logo {
+ display: none;
+ margin-top: -1px;
+ margin-bottom: -1px;
+ width: 32px;
+ height: 32px;
+}
+[dir="rtl"] #kernel_logo_widget {
+ float: left !important;
+ float: left;
+}
+.modal .modal-body .move-path {
+ display: flex;
+ flex-direction: row;
+ justify-content: space;
+ align-items: center;
+}
+.modal .modal-body .move-path .server-root {
+ padding-right: 20px;
+}
+.modal .modal-body .move-path .path-input {
+ flex: 1;
+}
+#menubar {
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+ margin-top: 1px;
+}
+#menubar .navbar {
+ border-top: 1px;
+ border-radius: 0px 0px 2px 2px;
+ margin-bottom: 0px;
+}
+#menubar .navbar-toggle {
+ float: left;
+ padding-top: 7px;
+ padding-bottom: 7px;
+ border: none;
+}
+#menubar .navbar-collapse {
+ clear: left;
+}
+[dir="rtl"] #menubar .navbar-toggle {
+ float: right;
+}
+[dir="rtl"] #menubar .navbar-collapse {
+ clear: right;
+}
+[dir="rtl"] #menubar .navbar-nav {
+ float: right;
+}
+[dir="rtl"] #menubar .nav {
+ padding-right: 0px;
+}
+[dir="rtl"] #menubar .navbar-nav > li {
+ float: right;
+}
+[dir="rtl"] #menubar .navbar-right {
+ float: left !important;
+}
+[dir="rtl"] ul.dropdown-menu {
+ text-align: right;
+ left: auto;
+}
+[dir="rtl"] ul#new-menu.dropdown-menu {
+ right: auto;
+ left: 0;
+}
+.nav-wrapper {
+ border-bottom: 1px solid #e7e7e7;
+}
+i.menu-icon {
+ padding-top: 4px;
+}
+[dir="rtl"] i.menu-icon.pull-right {
+ float: left !important;
+ float: left;
+}
+ul#help_menu li a {
+ overflow: hidden;
+ padding-right: 2.2em;
+}
+ul#help_menu li a i {
+ margin-right: -1.2em;
+}
+[dir="rtl"] ul#help_menu li a {
+ padding-left: 2.2em;
+}
+[dir="rtl"] ul#help_menu li a i {
+ margin-right: 0;
+ margin-left: -1.2em;
+}
+[dir="rtl"] ul#help_menu li a i.pull-right {
+ float: left !important;
+ float: left;
+}
+.dropdown-submenu {
+ position: relative;
+}
+.dropdown-submenu > .dropdown-menu {
+ top: 0;
+ left: 100%;
+ margin-top: -6px;
+ margin-left: -1px;
+}
+[dir="rtl"] .dropdown-submenu > .dropdown-menu {
+ right: 100%;
+ margin-right: -1px;
+}
+.dropdown-submenu:hover > .dropdown-menu {
+ display: block;
+}
+.dropdown-submenu > a:after {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ display: block;
+ content: "\f0da";
+ float: right;
+ color: #333333;
+ margin-top: 2px;
+ margin-right: -10px;
+}
+.dropdown-submenu > a:after.fa-pull-left {
+ margin-right: .3em;
+}
+.dropdown-submenu > a:after.fa-pull-right {
+ margin-left: .3em;
+}
+.dropdown-submenu > a:after.pull-left {
+ margin-right: .3em;
+}
+.dropdown-submenu > a:after.pull-right {
+ margin-left: .3em;
+}
+[dir="rtl"] .dropdown-submenu > a:after {
+ float: left;
+ content: "\f0d9";
+ margin-right: 0;
+ margin-left: -10px;
+}
+.dropdown-submenu:hover > a:after {
+ color: #262626;
+}
+.dropdown-submenu.pull-left {
+ float: none;
+}
+.dropdown-submenu.pull-left > .dropdown-menu {
+ left: -100%;
+ margin-left: 10px;
+}
+#notification_area {
+ float: right !important;
+ float: right;
+ z-index: 10;
+}
+[dir="rtl"] #notification_area {
+ float: left !important;
+ float: left;
+}
+.indicator_area {
+ float: right !important;
+ float: right;
+ color: #777;
+ margin-left: 5px;
+ margin-right: 5px;
+ width: 11px;
+ z-index: 10;
+ text-align: center;
+ width: auto;
+}
+[dir="rtl"] .indicator_area {
+ float: left !important;
+ float: left;
+}
+#kernel_indicator {
+ float: right !important;
+ float: right;
+ color: #777;
+ margin-left: 5px;
+ margin-right: 5px;
+ width: 11px;
+ z-index: 10;
+ text-align: center;
+ width: auto;
+ border-left: 1px solid;
+}
+#kernel_indicator .kernel_indicator_name {
+ padding-left: 5px;
+ padding-right: 5px;
+}
+[dir="rtl"] #kernel_indicator {
+ float: left !important;
+ float: left;
+ border-left: 0;
+ border-right: 1px solid;
+}
+#modal_indicator {
+ float: right !important;
+ float: right;
+ color: #777;
+ margin-left: 5px;
+ margin-right: 5px;
+ width: 11px;
+ z-index: 10;
+ text-align: center;
+ width: auto;
+}
+[dir="rtl"] #modal_indicator {
+ float: left !important;
+ float: left;
+}
+#readonly-indicator {
+ float: right !important;
+ float: right;
+ color: #777;
+ margin-left: 5px;
+ margin-right: 5px;
+ width: 11px;
+ z-index: 10;
+ text-align: center;
+ width: auto;
+ margin-top: 2px;
+ margin-bottom: 0px;
+ margin-left: 0px;
+ margin-right: 0px;
+ display: none;
+}
+.modal_indicator:before {
+ width: 1.28571429em;
+ text-align: center;
+}
+.edit_mode .modal_indicator:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f040";
+}
+.edit_mode .modal_indicator:before.fa-pull-left {
+ margin-right: .3em;
+}
+.edit_mode .modal_indicator:before.fa-pull-right {
+ margin-left: .3em;
+}
+.edit_mode .modal_indicator:before.pull-left {
+ margin-right: .3em;
+}
+.edit_mode .modal_indicator:before.pull-right {
+ margin-left: .3em;
+}
+.command_mode .modal_indicator:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: ' ';
+}
+.command_mode .modal_indicator:before.fa-pull-left {
+ margin-right: .3em;
+}
+.command_mode .modal_indicator:before.fa-pull-right {
+ margin-left: .3em;
+}
+.command_mode .modal_indicator:before.pull-left {
+ margin-right: .3em;
+}
+.command_mode .modal_indicator:before.pull-right {
+ margin-left: .3em;
+}
+.kernel_idle_icon:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f10c";
+}
+.kernel_idle_icon:before.fa-pull-left {
+ margin-right: .3em;
+}
+.kernel_idle_icon:before.fa-pull-right {
+ margin-left: .3em;
+}
+.kernel_idle_icon:before.pull-left {
+ margin-right: .3em;
+}
+.kernel_idle_icon:before.pull-right {
+ margin-left: .3em;
+}
+.kernel_busy_icon:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f111";
+}
+.kernel_busy_icon:before.fa-pull-left {
+ margin-right: .3em;
+}
+.kernel_busy_icon:before.fa-pull-right {
+ margin-left: .3em;
+}
+.kernel_busy_icon:before.pull-left {
+ margin-right: .3em;
+}
+.kernel_busy_icon:before.pull-right {
+ margin-left: .3em;
+}
+.kernel_dead_icon:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f1e2";
+}
+.kernel_dead_icon:before.fa-pull-left {
+ margin-right: .3em;
+}
+.kernel_dead_icon:before.fa-pull-right {
+ margin-left: .3em;
+}
+.kernel_dead_icon:before.pull-left {
+ margin-right: .3em;
+}
+.kernel_dead_icon:before.pull-right {
+ margin-left: .3em;
+}
+.kernel_disconnected_icon:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f127";
+}
+.kernel_disconnected_icon:before.fa-pull-left {
+ margin-right: .3em;
+}
+.kernel_disconnected_icon:before.fa-pull-right {
+ margin-left: .3em;
+}
+.kernel_disconnected_icon:before.pull-left {
+ margin-right: .3em;
+}
+.kernel_disconnected_icon:before.pull-right {
+ margin-left: .3em;
+}
+.notification_widget {
+ color: #777;
+ z-index: 10;
+ background: rgba(240, 240, 240, 0.5);
+ margin-right: 4px;
+ color: #333;
+ background-color: #fff;
+ border-color: #ccc;
+}
+.notification_widget:focus,
+.notification_widget.focus {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #8c8c8c;
+}
+.notification_widget:hover {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #adadad;
+}
+.notification_widget:active,
+.notification_widget.active,
+.open > .dropdown-toggle.notification_widget {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #adadad;
+}
+.notification_widget:active:hover,
+.notification_widget.active:hover,
+.open > .dropdown-toggle.notification_widget:hover,
+.notification_widget:active:focus,
+.notification_widget.active:focus,
+.open > .dropdown-toggle.notification_widget:focus,
+.notification_widget:active.focus,
+.notification_widget.active.focus,
+.open > .dropdown-toggle.notification_widget.focus {
+ color: #333;
+ background-color: #d4d4d4;
+ border-color: #8c8c8c;
+}
+.notification_widget:active,
+.notification_widget.active,
+.open > .dropdown-toggle.notification_widget {
+ background-image: none;
+}
+.notification_widget.disabled:hover,
+.notification_widget[disabled]:hover,
+fieldset[disabled] .notification_widget:hover,
+.notification_widget.disabled:focus,
+.notification_widget[disabled]:focus,
+fieldset[disabled] .notification_widget:focus,
+.notification_widget.disabled.focus,
+.notification_widget[disabled].focus,
+fieldset[disabled] .notification_widget.focus {
+ background-color: #fff;
+ border-color: #ccc;
+}
+.notification_widget .badge {
+ color: #fff;
+ background-color: #333;
+}
+.notification_widget.warning {
+ color: #fff;
+ background-color: #f0ad4e;
+ border-color: #eea236;
+}
+.notification_widget.warning:focus,
+.notification_widget.warning.focus {
+ color: #fff;
+ background-color: #ec971f;
+ border-color: #985f0d;
+}
+.notification_widget.warning:hover {
+ color: #fff;
+ background-color: #ec971f;
+ border-color: #d58512;
+}
+.notification_widget.warning:active,
+.notification_widget.warning.active,
+.open > .dropdown-toggle.notification_widget.warning {
+ color: #fff;
+ background-color: #ec971f;
+ border-color: #d58512;
+}
+.notification_widget.warning:active:hover,
+.notification_widget.warning.active:hover,
+.open > .dropdown-toggle.notification_widget.warning:hover,
+.notification_widget.warning:active:focus,
+.notification_widget.warning.active:focus,
+.open > .dropdown-toggle.notification_widget.warning:focus,
+.notification_widget.warning:active.focus,
+.notification_widget.warning.active.focus,
+.open > .dropdown-toggle.notification_widget.warning.focus {
+ color: #fff;
+ background-color: #d58512;
+ border-color: #985f0d;
+}
+.notification_widget.warning:active,
+.notification_widget.warning.active,
+.open > .dropdown-toggle.notification_widget.warning {
+ background-image: none;
+}
+.notification_widget.warning.disabled:hover,
+.notification_widget.warning[disabled]:hover,
+fieldset[disabled] .notification_widget.warning:hover,
+.notification_widget.warning.disabled:focus,
+.notification_widget.warning[disabled]:focus,
+fieldset[disabled] .notification_widget.warning:focus,
+.notification_widget.warning.disabled.focus,
+.notification_widget.warning[disabled].focus,
+fieldset[disabled] .notification_widget.warning.focus {
+ background-color: #f0ad4e;
+ border-color: #eea236;
+}
+.notification_widget.warning .badge {
+ color: #f0ad4e;
+ background-color: #fff;
+}
+.notification_widget.success {
+ color: #fff;
+ background-color: #5cb85c;
+ border-color: #4cae4c;
+}
+.notification_widget.success:focus,
+.notification_widget.success.focus {
+ color: #fff;
+ background-color: #449d44;
+ border-color: #255625;
+}
+.notification_widget.success:hover {
+ color: #fff;
+ background-color: #449d44;
+ border-color: #398439;
+}
+.notification_widget.success:active,
+.notification_widget.success.active,
+.open > .dropdown-toggle.notification_widget.success {
+ color: #fff;
+ background-color: #449d44;
+ border-color: #398439;
+}
+.notification_widget.success:active:hover,
+.notification_widget.success.active:hover,
+.open > .dropdown-toggle.notification_widget.success:hover,
+.notification_widget.success:active:focus,
+.notification_widget.success.active:focus,
+.open > .dropdown-toggle.notification_widget.success:focus,
+.notification_widget.success:active.focus,
+.notification_widget.success.active.focus,
+.open > .dropdown-toggle.notification_widget.success.focus {
+ color: #fff;
+ background-color: #398439;
+ border-color: #255625;
+}
+.notification_widget.success:active,
+.notification_widget.success.active,
+.open > .dropdown-toggle.notification_widget.success {
+ background-image: none;
+}
+.notification_widget.success.disabled:hover,
+.notification_widget.success[disabled]:hover,
+fieldset[disabled] .notification_widget.success:hover,
+.notification_widget.success.disabled:focus,
+.notification_widget.success[disabled]:focus,
+fieldset[disabled] .notification_widget.success:focus,
+.notification_widget.success.disabled.focus,
+.notification_widget.success[disabled].focus,
+fieldset[disabled] .notification_widget.success.focus {
+ background-color: #5cb85c;
+ border-color: #4cae4c;
+}
+.notification_widget.success .badge {
+ color: #5cb85c;
+ background-color: #fff;
+}
+.notification_widget.info {
+ color: #fff;
+ background-color: #5bc0de;
+ border-color: #46b8da;
+}
+.notification_widget.info:focus,
+.notification_widget.info.focus {
+ color: #fff;
+ background-color: #31b0d5;
+ border-color: #1b6d85;
+}
+.notification_widget.info:hover {
+ color: #fff;
+ background-color: #31b0d5;
+ border-color: #269abc;
+}
+.notification_widget.info:active,
+.notification_widget.info.active,
+.open > .dropdown-toggle.notification_widget.info {
+ color: #fff;
+ background-color: #31b0d5;
+ border-color: #269abc;
+}
+.notification_widget.info:active:hover,
+.notification_widget.info.active:hover,
+.open > .dropdown-toggle.notification_widget.info:hover,
+.notification_widget.info:active:focus,
+.notification_widget.info.active:focus,
+.open > .dropdown-toggle.notification_widget.info:focus,
+.notification_widget.info:active.focus,
+.notification_widget.info.active.focus,
+.open > .dropdown-toggle.notification_widget.info.focus {
+ color: #fff;
+ background-color: #269abc;
+ border-color: #1b6d85;
+}
+.notification_widget.info:active,
+.notification_widget.info.active,
+.open > .dropdown-toggle.notification_widget.info {
+ background-image: none;
+}
+.notification_widget.info.disabled:hover,
+.notification_widget.info[disabled]:hover,
+fieldset[disabled] .notification_widget.info:hover,
+.notification_widget.info.disabled:focus,
+.notification_widget.info[disabled]:focus,
+fieldset[disabled] .notification_widget.info:focus,
+.notification_widget.info.disabled.focus,
+.notification_widget.info[disabled].focus,
+fieldset[disabled] .notification_widget.info.focus {
+ background-color: #5bc0de;
+ border-color: #46b8da;
+}
+.notification_widget.info .badge {
+ color: #5bc0de;
+ background-color: #fff;
+}
+.notification_widget.danger {
+ color: #fff;
+ background-color: #d9534f;
+ border-color: #d43f3a;
+}
+.notification_widget.danger:focus,
+.notification_widget.danger.focus {
+ color: #fff;
+ background-color: #c9302c;
+ border-color: #761c19;
+}
+.notification_widget.danger:hover {
+ color: #fff;
+ background-color: #c9302c;
+ border-color: #ac2925;
+}
+.notification_widget.danger:active,
+.notification_widget.danger.active,
+.open > .dropdown-toggle.notification_widget.danger {
+ color: #fff;
+ background-color: #c9302c;
+ border-color: #ac2925;
+}
+.notification_widget.danger:active:hover,
+.notification_widget.danger.active:hover,
+.open > .dropdown-toggle.notification_widget.danger:hover,
+.notification_widget.danger:active:focus,
+.notification_widget.danger.active:focus,
+.open > .dropdown-toggle.notification_widget.danger:focus,
+.notification_widget.danger:active.focus,
+.notification_widget.danger.active.focus,
+.open > .dropdown-toggle.notification_widget.danger.focus {
+ color: #fff;
+ background-color: #ac2925;
+ border-color: #761c19;
+}
+.notification_widget.danger:active,
+.notification_widget.danger.active,
+.open > .dropdown-toggle.notification_widget.danger {
+ background-image: none;
+}
+.notification_widget.danger.disabled:hover,
+.notification_widget.danger[disabled]:hover,
+fieldset[disabled] .notification_widget.danger:hover,
+.notification_widget.danger.disabled:focus,
+.notification_widget.danger[disabled]:focus,
+fieldset[disabled] .notification_widget.danger:focus,
+.notification_widget.danger.disabled.focus,
+.notification_widget.danger[disabled].focus,
+fieldset[disabled] .notification_widget.danger.focus {
+ background-color: #d9534f;
+ border-color: #d43f3a;
+}
+.notification_widget.danger .badge {
+ color: #d9534f;
+ background-color: #fff;
+}
+div#pager {
+ background-color: #fff;
+ font-size: 14px;
+ line-height: 20px;
+ overflow: hidden;
+ display: none;
+ position: fixed;
+ bottom: 0px;
+ width: 100%;
+ max-height: 50%;
+ padding-top: 8px;
+ -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ /* Display over codemirror */
+ z-index: 100;
+ /* Hack which prevents jquery ui resizable from changing top. */
+ top: auto !important;
+}
+div#pager pre {
+ line-height: 1.21429em;
+ color: #000;
+ background-color: #f7f7f7;
+ padding: 0.4em;
+}
+div#pager #pager-button-area {
+ position: absolute;
+ top: 8px;
+ right: 20px;
+}
+div#pager #pager-contents {
+ position: relative;
+ overflow: auto;
+ width: 100%;
+ height: 100%;
+}
+div#pager #pager-contents #pager-container {
+ position: relative;
+ padding: 15px 0px;
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+}
+div#pager .ui-resizable-handle {
+ top: 0px;
+ height: 8px;
+ background: #f7f7f7;
+ border-top: 1px solid #cfcfcf;
+ border-bottom: 1px solid #cfcfcf;
+ /* This injects handle bars (a short, wide = symbol) for
+ the resize handle. */
+}
+div#pager .ui-resizable-handle::after {
+ content: '';
+ top: 2px;
+ left: 50%;
+ height: 3px;
+ width: 30px;
+ margin-left: -15px;
+ position: absolute;
+ border-top: 1px solid #cfcfcf;
+}
+.quickhelp {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: horizontal;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: horizontal;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: horizontal;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: row;
+ align-items: stretch;
+ line-height: 1.8em;
+}
+.shortcut_key {
+ display: inline-block;
+ width: 21ex;
+ text-align: right;
+ font-family: monospace;
+}
+.shortcut_descr {
+ display: inline-block;
+ /* Old browsers */
+ -webkit-box-flex: 1;
+ -moz-box-flex: 1;
+ box-flex: 1;
+ /* Modern browsers */
+ flex: 1;
+}
+span.save_widget {
+ height: 30px;
+ margin-top: 4px;
+ display: flex;
+ justify-content: flex-start;
+ align-items: baseline;
+ width: 50%;
+ flex: 1;
+}
+span.save_widget span.filename {
+ height: 100%;
+ line-height: 1em;
+ margin-left: 16px;
+ border: none;
+ font-size: 146.5%;
+ text-overflow: ellipsis;
+ overflow: hidden;
+ white-space: nowrap;
+ border-radius: 2px;
+}
+span.save_widget span.filename:hover {
+ background-color: #e6e6e6;
+}
+[dir="rtl"] span.save_widget.pull-left {
+ float: right !important;
+ float: right;
+}
+[dir="rtl"] span.save_widget span.filename {
+ margin-left: 0;
+ margin-right: 16px;
+}
+span.checkpoint_status,
+span.autosave_status {
+ font-size: small;
+ white-space: nowrap;
+ padding: 0 5px;
+}
+@media (max-width: 767px) {
+ span.save_widget {
+ font-size: small;
+ padding: 0 0 0 5px;
+ }
+ span.checkpoint_status,
+ span.autosave_status {
+ display: none;
+ }
+}
+@media (min-width: 768px) and (max-width: 991px) {
+ span.checkpoint_status {
+ display: none;
+ }
+ span.autosave_status {
+ font-size: x-small;
+ }
+}
+.toolbar {
+ padding: 0px;
+ margin-left: -5px;
+ margin-top: 2px;
+ margin-bottom: 5px;
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+}
+.toolbar select,
+.toolbar label {
+ width: auto;
+ vertical-align: middle;
+ margin-right: 2px;
+ margin-bottom: 0px;
+ display: inline;
+ font-size: 92%;
+ margin-left: 0.3em;
+ margin-right: 0.3em;
+ padding: 0px;
+ padding-top: 3px;
+}
+.toolbar .btn {
+ padding: 2px 8px;
+}
+.toolbar .btn-group {
+ margin-top: 0px;
+ margin-left: 5px;
+}
+.toolbar-btn-label {
+ margin-left: 6px;
+}
+#maintoolbar {
+ margin-bottom: -3px;
+ margin-top: -8px;
+ border: 0px;
+ min-height: 27px;
+ margin-left: 0px;
+ padding-top: 11px;
+ padding-bottom: 3px;
+}
+#maintoolbar .navbar-text {
+ float: none;
+ vertical-align: middle;
+ text-align: right;
+ margin-left: 5px;
+ margin-right: 0px;
+ margin-top: 0px;
+}
+.select-xs {
+ height: 24px;
+}
+[dir="rtl"] .btn-group > .btn,
+.btn-group-vertical > .btn {
+ float: right;
+}
+.pulse,
+.dropdown-menu > li > a.pulse,
+li.pulse > a.dropdown-toggle,
+li.pulse.open > a.dropdown-toggle {
+ background-color: #F37626;
+ color: white;
+}
+/**
+ * Primary styles
+ *
+ * Author: Jupyter Development Team
+ */
+/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
+ * of chance of beeing generated from the ../less/[samename].less file, you can
+ * try to get back the less file by reverting somme commit in history
+ **/
+/*
+ * We'll try to get something pretty, so we
+ * have some strange css to have the scroll bar on
+ * the left with fix button on the top right of the tooltip
+ */
+@-moz-keyframes fadeOut {
+ from {
+ opacity: 1;
+ }
+ to {
+ opacity: 0;
+ }
+}
+@-webkit-keyframes fadeOut {
+ from {
+ opacity: 1;
+ }
+ to {
+ opacity: 0;
+ }
+}
+@-moz-keyframes fadeIn {
+ from {
+ opacity: 0;
+ }
+ to {
+ opacity: 1;
+ }
+}
+@-webkit-keyframes fadeIn {
+ from {
+ opacity: 0;
+ }
+ to {
+ opacity: 1;
+ }
+}
+/*properties of tooltip after "expand"*/
+.bigtooltip {
+ overflow: auto;
+ height: 200px;
+ -webkit-transition-property: height;
+ -webkit-transition-duration: 500ms;
+ -moz-transition-property: height;
+ -moz-transition-duration: 500ms;
+ transition-property: height;
+ transition-duration: 500ms;
+}
+/*properties of tooltip before "expand"*/
+.smalltooltip {
+ -webkit-transition-property: height;
+ -webkit-transition-duration: 500ms;
+ -moz-transition-property: height;
+ -moz-transition-duration: 500ms;
+ transition-property: height;
+ transition-duration: 500ms;
+ text-overflow: ellipsis;
+ overflow: hidden;
+ height: 80px;
+}
+.tooltipbuttons {
+ position: absolute;
+ padding-right: 15px;
+ top: 0px;
+ right: 0px;
+}
+.tooltiptext {
+ /*avoid the button to overlap on some docstring*/
+ padding-right: 30px;
+}
+.ipython_tooltip {
+ max-width: 700px;
+ /*fade-in animation when inserted*/
+ -webkit-animation: fadeOut 400ms;
+ -moz-animation: fadeOut 400ms;
+ animation: fadeOut 400ms;
+ -webkit-animation: fadeIn 400ms;
+ -moz-animation: fadeIn 400ms;
+ animation: fadeIn 400ms;
+ vertical-align: middle;
+ background-color: #f7f7f7;
+ overflow: visible;
+ border: #ababab 1px solid;
+ outline: none;
+ padding: 3px;
+ margin: 0px;
+ padding-left: 7px;
+ font-family: monospace;
+ min-height: 50px;
+ -moz-box-shadow: 0px 6px 10px -1px #adadad;
+ -webkit-box-shadow: 0px 6px 10px -1px #adadad;
+ box-shadow: 0px 6px 10px -1px #adadad;
+ border-radius: 2px;
+ position: absolute;
+ z-index: 1000;
+}
+.ipython_tooltip a {
+ float: right;
+}
+.ipython_tooltip .tooltiptext pre {
+ border: 0;
+ border-radius: 0;
+ font-size: 100%;
+ background-color: #f7f7f7;
+}
+.pretooltiparrow {
+ left: 0px;
+ margin: 0px;
+ top: -16px;
+ width: 40px;
+ height: 16px;
+ overflow: hidden;
+ position: absolute;
+}
+.pretooltiparrow:before {
+ background-color: #f7f7f7;
+ border: 1px #ababab solid;
+ z-index: 11;
+ content: "";
+ position: absolute;
+ left: 15px;
+ top: 10px;
+ width: 25px;
+ height: 25px;
+ -webkit-transform: rotate(45deg);
+ -moz-transform: rotate(45deg);
+ -ms-transform: rotate(45deg);
+ -o-transform: rotate(45deg);
+}
+ul.typeahead-list i {
+ margin-left: -10px;
+ width: 18px;
+}
+[dir="rtl"] ul.typeahead-list i {
+ margin-left: 0;
+ margin-right: -10px;
+}
+ul.typeahead-list {
+ max-height: 80vh;
+ overflow: auto;
+}
+ul.typeahead-list > li > a {
+ /** Firefox bug **/
+ /* see https://github.com/jupyter/notebook/issues/559 */
+ white-space: normal;
+}
+ul.typeahead-list > li > a.pull-right {
+ float: left !important;
+ float: left;
+}
+[dir="rtl"] .typeahead-list {
+ text-align: right;
+}
+.cmd-palette .modal-body {
+ padding: 7px;
+}
+.cmd-palette form {
+ background: white;
+}
+.cmd-palette input {
+ outline: none;
+}
+.no-shortcut {
+ min-width: 20px;
+ color: transparent;
+}
+[dir="rtl"] .no-shortcut.pull-right {
+ float: left !important;
+ float: left;
+}
+[dir="rtl"] .command-shortcut.pull-right {
+ float: left !important;
+ float: left;
+}
+.command-shortcut:before {
+ content: "(command mode)";
+ padding-right: 3px;
+ color: #777777;
+}
+.edit-shortcut:before {
+ content: "(edit)";
+ padding-right: 3px;
+ color: #777777;
+}
+[dir="rtl"] .edit-shortcut.pull-right {
+ float: left !important;
+ float: left;
+}
+#find-and-replace #replace-preview .match,
+#find-and-replace #replace-preview .insert {
+ background-color: #BBDEFB;
+ border-color: #90CAF9;
+ border-style: solid;
+ border-width: 1px;
+ border-radius: 0px;
+}
+[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
+ border-left: none;
+}
+[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
+ border-right: none;
+}
+#find-and-replace #replace-preview .replace .match {
+ background-color: #FFCDD2;
+ border-color: #EF9A9A;
+ border-radius: 0px;
+}
+#find-and-replace #replace-preview .replace .insert {
+ background-color: #C8E6C9;
+ border-color: #A5D6A7;
+ border-radius: 0px;
+}
+#find-and-replace #replace-preview {
+ max-height: 60vh;
+ overflow: auto;
+}
+#find-and-replace #replace-preview pre {
+ padding: 5px 10px;
+}
+.terminal-app {
+ background: #EEE;
+}
+.terminal-app #header {
+ background: #fff;
+ -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+}
+.terminal-app .terminal {
+ width: 100%;
+ float: left;
+ font-family: monospace;
+ color: white;
+ background: black;
+ padding: 0.4em;
+ border-radius: 2px;
+ -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
+ box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
+}
+.terminal-app .terminal,
+.terminal-app .terminal dummy-screen {
+ line-height: 1em;
+ font-size: 14px;
+}
+.terminal-app .terminal .xterm-rows {
+ padding: 10px;
+}
+.terminal-app .terminal-cursor {
+ color: black;
+ background: white;
+}
+.terminal-app #terminado-container {
+ margin-top: 20px;
+}
+/*# sourceMappingURL=style.min.css.map */
+ </style>
+<style type="text/css">
+ .highlight .hll { background-color: #ffffcc }
+.highlight { background: #f8f8f8; }
+.highlight .c { color: #408080; font-style: italic } /* Comment */
+.highlight .err { border: 1px solid #FF0000 } /* Error */
+.highlight .k { color: #008000; font-weight: bold } /* Keyword */
+.highlight .o { color: #666666 } /* Operator */
+.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
+.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
+.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
+.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
+.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
+.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
+.highlight .gd { color: #A00000 } /* Generic.Deleted */
+.highlight .ge { font-style: italic } /* Generic.Emph */
+.highlight .gr { color: #FF0000 } /* Generic.Error */
+.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
+.highlight .gi { color: #00A000 } /* Generic.Inserted */
+.highlight .go { color: #888888 } /* Generic.Output */
+.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
+.highlight .gs { font-weight: bold } /* Generic.Strong */
+.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
+.highlight .gt { color: #0044DD } /* Generic.Traceback */
+.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
+.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
+.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
+.highlight .kp { color: #008000 } /* Keyword.Pseudo */
+.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
+.highlight .kt { color: #B00040 } /* Keyword.Type */
+.highlight .m { color: #666666 } /* Literal.Number */
+.highlight .s { color: #BA2121 } /* Literal.String */
+.highlight .na { color: #7D9029 } /* Name.Attribute */
+.highlight .nb { color: #008000 } /* Name.Builtin */
+.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
+.highlight .no { color: #880000 } /* Name.Constant */
+.highlight .nd { color: #AA22FF } /* Name.Decorator */
+.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
+.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
+.highlight .nf { color: #0000FF } /* Name.Function */
+.highlight .nl { color: #A0A000 } /* Name.Label */
+.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
+.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
+.highlight .nv { color: #19177C } /* Name.Variable */
+.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
+.highlight .w { color: #bbbbbb } /* Text.Whitespace */
+.highlight .mb { color: #666666 } /* Literal.Number.Bin */
+.highlight .mf { color: #666666 } /* Literal.Number.Float */
+.highlight .mh { color: #666666 } /* Literal.Number.Hex */
+.highlight .mi { color: #666666 } /* Literal.Number.Integer */
+.highlight .mo { color: #666666 } /* Literal.Number.Oct */
+.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
+.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
+.highlight .sc { color: #BA2121 } /* Literal.String.Char */
+.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
+.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
+.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
+.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
+.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
+.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
+.highlight .sx { color: #008000 } /* Literal.String.Other */
+.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
+.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
+.highlight .ss { color: #19177C } /* Literal.String.Symbol */
+.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
+.highlight .fm { color: #0000FF } /* Name.Function.Magic */
+.highlight .vc { color: #19177C } /* Name.Variable.Class */
+.highlight .vg { color: #19177C } /* Name.Variable.Global */
+.highlight .vi { color: #19177C } /* Name.Variable.Instance */
+.highlight .vm { color: #19177C } /* Name.Variable.Magic */
+.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
+ </style>
+
+
+<style type="text/css">
+/* Overrides of notebook CSS for static HTML export */
+body {
+ overflow: visible;
+ padding: 8px;
+}
+
+div#notebook {
+ overflow: visible;
+ border-top: none;
+}@media print {
+ div.cell {
+ display: block;
+ page-break-inside: avoid;
+ }
+ div.output_wrapper {
+ display: block;
+ page-break-inside: avoid;
+ }
+ div.output {
+ display: block;
+ page-break-inside: avoid;
+ }
+}
+</style>
+
+<!-- Custom stylesheet, it must be in the same directory as the html file -->
+<link rel="stylesheet" href="custom.css">
+
+<!-- Loading mathjax macro -->
+<!-- Load mathjax -->
+ <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/latest.js?config=TeX-AMS_HTML"></script>
+ <!-- MathJax configuration -->
+ <script type="text/x-mathjax-config">
+ MathJax.Hub.Config({
+ tex2jax: {
+ inlineMath: [ ['$','$'], ["\\(","\\)"] ],
+ displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
+ processEscapes: true,
+ processEnvironments: true
+ },
+ // Center justify equations in code and markdown cells. Elsewhere
+ // we use CSS to left justify single line equations in code cells.
+ displayAlign: 'center',
+ "HTML-CSS": {
+ styles: {'.MathJax_Display': {"margin": 0}},
+ linebreaks: { automatic: true }
+ }
+ });
+ </script>
+ <!-- End of mathjax configuration --></head>
+<body>
+ <div tabindex="-1" id="notebook" class="border-box-sizing">
+ <div class="container" id="notebook-container">
+
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h1 id="José-Miguel-Ladino-Méndez---Maestría-en-Ciencias-Astronomía---UNAL">José Miguel Ladino Méndez - Maestría en Ciencias Astronomía - UNAL<a class="anchor-link" href="#José-Miguel-Ladino-Méndez---Maestría-en-Ciencias-Astronomía---UNAL">¶</a></h1><h1 id="LACoNGA-Physics---Ciencia-de-Datos---Tarea-Clase-08-datos">LACoNGA Physics - Ciencia de Datos - Tarea-Clase-08-datos<a class="anchor-link" href="#LACoNGA-Physics---Ciencia-de-Datos---Tarea-Clase-08-datos">¶</a></h1>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h2 id="Documento-de-análisis-de-los-datos-.csv--y-.root">Documento de análisis de los datos .csv y .root<a class="anchor-link" href="#Documento-de-análisis-de-los-datos-.csv--y-.root">¶</a></h2><h2 id="Realizado-desde-la-maquina-virtual-de-Atlas-Open-Data-ubuntu-2020-v4-a-través-de-Oracle-VM-VirtualBox.">Realizado desde la maquina virtual de Atlas-Open-Data-ubuntu-2020-v4 a través de Oracle VM VirtualBox.<a class="anchor-link" href="#Realizado-desde-la-maquina-virtual-de-Atlas-Open-Data-ubuntu-2020-v4-a-través-de-Oracle-VM-VirtualBox.">¶</a></h2><h4 id="Datos-.csv-con-las-temperaturas,-las-luminosidades,-los-radios,-las-magnitudes-absolutas,-los-tipos,-los-colores-y-las-correspondientes-clasificaciónes-espectrales-de-240-estrellas-(base-de-datos-de-Kaggle).">Datos .csv con las temperaturas, las luminosidades, los radios, las magnitudes absolutas, los tipos, los colores y las correspondientes clasificaciónes espectrales de 240 estrellas (<a href="https://www.kaggle.com/deepu1109/star-dataset?select=6+class+csv.csv">base de datos de Kaggle</a>).<a class="anchor-link" href="#Datos-.csv-con-las-temperaturas,-las-luminosidades,-los-radios,-las-magnitudes-absolutas,-los-tipos,-los-colores-y-las-correspondientes-clasificaciónes-espectrales-de-240-estrellas-(base-de-datos-de-Kaggle).">¶</a></h4>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [1]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span> <span class="c1">#importando librerÃas</span>
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">ROOT</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt"></div>
+
+
+<div class="output_subarea output_stream output_stdout output_text">
+<pre>Welcome to JupyROOT 6.18/04
+</pre>
+</div>
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [2]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="o">%</span><span class="k">jsroot</span> on
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [3]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">stars</span><span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">'../data-used/stars.csv'</span><span class="p">)</span> <span class="c1">#leyendo el .csv con pandas</span>
+<span class="n">stars</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt output_prompt">Out[3]:</div>
+
+
+
+<div class="output_html rendered_html output_subarea output_execute_result">
+<div>
+<style scoped>
+ .dataframe tbody tr th:only-of-type {
+ vertical-align: middle;
+ }
+
+ .dataframe tbody tr th {
+ vertical-align: top;
+ }
+
+ .dataframe thead th {
+ text-align: right;
+ }
+</style>
+<table border="1" class="dataframe">
+ <thead>
+ <tr style="text-align: right;">
+ <th></th>
+ <th>Temperature(K)</th>
+ <th>Luminosity(L/Lo)</th>
+ <th>Radius(R/Ro)</th>
+ <th>Absolute_magnitude(Mv)</th>
+ <th>Star_type</th>
+ <th>Star_color</th>
+ <th>Spectral_Class</th>
+ </tr>
+ </thead>
+ <tbody>
+ <tr>
+ <th>0</th>
+ <td>3068</td>
+ <td>0.002400</td>
+ <td>0.1700</td>
+ <td>16.12</td>
+ <td>0</td>
+ <td>Red</td>
+ <td>M</td>
+ </tr>
+ <tr>
+ <th>1</th>
+ <td>3042</td>
+ <td>0.000500</td>
+ <td>0.1542</td>
+ <td>16.60</td>
+ <td>0</td>
+ <td>Red</td>
+ <td>M</td>
+ </tr>
+ <tr>
+ <th>2</th>
+ <td>2600</td>
+ <td>0.000300</td>
+ <td>0.1020</td>
+ <td>18.70</td>
+ <td>0</td>
+ <td>Red</td>
+ <td>M</td>
+ </tr>
+ <tr>
+ <th>3</th>
+ <td>2800</td>
+ <td>0.000200</td>
+ <td>0.1600</td>
+ <td>16.65</td>
+ <td>0</td>
+ <td>Red</td>
+ <td>M</td>
+ </tr>
+ <tr>
+ <th>4</th>
+ <td>1939</td>
+ <td>0.000138</td>
+ <td>0.1030</td>
+ <td>20.06</td>
+ <td>0</td>
+ <td>Red</td>
+ <td>M</td>
+ </tr>
+ <tr>
+ <th>...</th>
+ <td>...</td>
+ <td>...</td>
+ <td>...</td>
+ <td>...</td>
+ <td>...</td>
+ <td>...</td>
+ <td>...</td>
+ </tr>
+ <tr>
+ <th>235</th>
+ <td>38940</td>
+ <td>374830.000000</td>
+ <td>1356.0000</td>
+ <td>-9.93</td>
+ <td>5</td>
+ <td>Blue</td>
+ <td>O</td>
+ </tr>
+ <tr>
+ <th>236</th>
+ <td>30839</td>
+ <td>834042.000000</td>
+ <td>1194.0000</td>
+ <td>-10.63</td>
+ <td>5</td>
+ <td>Blue</td>
+ <td>O</td>
+ </tr>
+ <tr>
+ <th>237</th>
+ <td>8829</td>
+ <td>537493.000000</td>
+ <td>1423.0000</td>
+ <td>-10.73</td>
+ <td>5</td>
+ <td>White</td>
+ <td>A</td>
+ </tr>
+ <tr>
+ <th>238</th>
+ <td>9235</td>
+ <td>404940.000000</td>
+ <td>1112.0000</td>
+ <td>-11.23</td>
+ <td>5</td>
+ <td>White</td>
+ <td>A</td>
+ </tr>
+ <tr>
+ <th>239</th>
+ <td>37882</td>
+ <td>294903.000000</td>
+ <td>1783.0000</td>
+ <td>-7.80</td>
+ <td>5</td>
+ <td>Blue</td>
+ <td>O</td>
+ </tr>
+ </tbody>
+</table>
+<p>240 rows × 7 columns</p>
+</div>
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h3 id="Convention:">Convention:<a class="anchor-link" href="#Convention:">¶</a></h3><h4 id="Brown-Dwarf-->-Star-Type-=-0">Brown Dwarf -> Star Type = 0<a class="anchor-link" href="#Brown-Dwarf-->-Star-Type-=-0">¶</a></h4><h4 id="Red-Dwarf-->-Star-Type-=-1">Red Dwarf -> Star Type = 1<a class="anchor-link" href="#Red-Dwarf-->-Star-Type-=-1">¶</a></h4><h4 id="White-Dwarf->-Star-Type-=-2">White Dwarf-> Star Type = 2<a class="anchor-link" href="#White-Dwarf->-Star-Type-=-2">¶</a></h4><h4 id="Main-Sequence-->-Star-Type-=-3">Main Sequence -> Star Type = 3<a class="anchor-link" href="#Main-Sequence-->-Star-Type-=-3">¶</a></h4><h4 id="Supergiant-->-Star-Type-=-4">Supergiant -> Star Type = 4<a class="anchor-link" href="#Supergiant-->-Star-Type-=-4">¶</a></h4><h4 id="Hypergiant-->-Star-Type-=-5">Hypergiant -> Star Type = 5<a class="anchor-link" href="#Hypergiant-->-Star-Type-=-5">¶</a></h4>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h3 id="Para-poder-convertir-el-archivo-.csv-correctamente-a-.root,-es-necesario-modificar-el-.csv,">Para poder convertir el archivo .csv correctamente a .root, es necesario modificar el .csv,<a class="anchor-link" href="#Para-poder-convertir-el-archivo-.csv-correctamente-a-.root,-es-necesario-modificar-el-.csv,">¶</a></h3>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [4]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">stars</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">','</span><span class="p">,</span><span class="s1">'_'</span><span class="p">,</span> <span class="n">regex</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> <span class="c1">#remplazar , por _</span>
+<span class="n">stars</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">' '</span><span class="p">,</span><span class="s1">'_'</span><span class="p">,</span> <span class="n">regex</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> <span class="c1">#remplazar espacios por _</span>
+
+<span class="c1">#pandas, </span>
+
+<span class="n">stars</span> <span class="o">=</span> <span class="n">stars</span><span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">drop</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="n">stars</span> <span class="o">=</span> <span class="n">stars</span><span class="o">.</span><span class="n">dropna</span><span class="p">()</span>
+<span class="n">stars</span><span class="o">.</span><span class="n">to_csv</span><span class="p">(</span><span class="s1">'../codigo/starsmod.csv'</span><span class="p">)</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h2 id="Luego-de-convertir-el-.csv-a-.root-en-el-archivo-convert_csv_to_root.ipynb">Luego de convertir el .csv a .root en el archivo convert_csv_to_root.ipynb<a class="anchor-link" href="#Luego-de-convertir-el-.csv-a-.root-en-el-archivo-convert_csv_to_root.ipynb">¶</a></h2>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [5]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">starsmod</span> <span class="o">=</span> <span class="n">ROOT</span><span class="o">.</span><span class="n">TFile</span><span class="o">.</span><span class="n">Open</span><span class="p">(</span><span class="s2">"../codigo/starsmod.root"</span><span class="p">)</span> <span class="c1">#abriendo data en formato .root</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h3 id="Histograma-para-las-magnitudes-absolutas-de-las-estrellas">Histograma para las magnitudes absolutas de las estrellas<a class="anchor-link" href="#Histograma-para-las-magnitudes-absolutas-de-las-estrellas">¶</a></h3><h4 id="La-magnitud-absoluta-M-es-la-magnitud-convencional-que-tendría-la-estrella-si-su-distancia-fuese-llevada-a-10pc-(Definición).">La magnitud absoluta M es la magnitud convencional que tendría la estrella si su distancia fuese llevada a 10pc (<a href="https://media4.obspm.fr/public/VAU/temperatura/radiacion/luminosidad/magnitud-absoluta/APPRENDRE.html">Definición</a>).<a class="anchor-link" href="#La-magnitud-absoluta-M-es-la-magnitud-convencional-que-tendría-la-estrella-si-su-distancia-fuese-llevada-a-10pc-(Definición).">¶</a></h4>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [6]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tree</span> <span class="o">=</span> <span class="n">starsmod</span><span class="o">.</span><span class="n">Get</span><span class="p">(</span><span class="s2">"ntuple"</span><span class="p">)</span> <span class="c1">#obteniendo data</span>
+<span class="n">tree</span>
+<span class="n">tree</span><span class="o">.</span><span class="n">GetEntries</span><span class="p">()</span> <span class="c1">#número de filas</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt output_prompt">Out[6]:</div>
+
+
+
+
+<div class="output_text output_subarea output_execute_result">
+<pre>240</pre>
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [7]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">canvas</span> <span class="o">=</span> <span class="n">ROOT</span><span class="o">.</span><span class="n">TCanvas</span><span class="p">(</span><span class="s2">"Canvas"</span><span class="p">,</span><span class="s2">"Magnitud absoluta(Mv)"</span><span class="p">,</span><span class="mi">800</span><span class="p">,</span><span class="mi">600</span><span class="p">)</span>
+<span class="n">hist</span> <span class="o">=</span> <span class="n">ROOT</span><span class="o">.</span><span class="n">TH1F</span><span class="p">(</span><span class="s2">"Magnitud absoluta(Mv)"</span><span class="p">,</span>
+ <span class="s2">"Magnitud absoluta de las estrellas; Intervalos de magnitud absoluta (Mv) ; Numero de estrellas "</span><span class="p">,</span>
+ <span class="mi">7</span><span class="p">,</span><span class="o">-</span><span class="mi">15</span><span class="p">,</span><span class="mi">27</span><span class="p">)</span>
+
+<span class="k">for</span> <span class="n">event</span> <span class="ow">in</span> <span class="n">tree</span><span class="p">:</span>
+ <span class="n">hist</span><span class="o">.</span><span class="n">Fill</span><span class="p">(</span><span class="n">tree</span><span class="o">.</span><span class="n">Absolute_magnitude</span><span class="p">)</span>
+
+<span class="n">hist</span><span class="o">.</span><span class="n">SetFillColor</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
+<span class="n">hist</span><span class="o">.</span><span class="n">Draw</span><span class="p">()</span>
+<span class="n">canvas</span><span class="o">.</span><span class="n">Draw</span><span class="p">()</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt"></div>
+
+
+
+<div class="output_html rendered_html output_subarea ">
+
+<div id="root_plot_1"
+ style="width: 796px; height: 572px">
+</div>
+
+<script>
+ requirejs.config({
+ paths: {
+ 'JSRootCore' : 'https://root.cern.ch/js/notebook//scripts/JSRootCore',
+ }
+ });
+ require(['JSRootCore'],
+ function(Core) {
+ var obj = Core.JSONR_unref({"_typename":"TCanvas","fUniqueID":0,"fBits":53673992,"fLineColor":1,"fLineStyle":1,"fLineWidth":1,"fFillColor":0,"fFillStyle":1001,"fLeftMargin":0.1,"fRightMargin":0.1,"fBottomMargin":0.1,"fTopMargin":0.1,"fXfile":2,"fYfile":2,"fAfile":1,"fXstat":0.99,"fYstat":0.99,"fAstat":2,"fFrameFillColor":0,"fFrameLineColor":1,"fFrameFillStyle":1001,"fFrameLineStyle":1,"fFrameLineWidth":1,"fFrameBorderSize":1,"fFrameBorderMode":0,"fX1":-20.2500003911555,"fY1":-10.500000782311,"fX2":32.2500003911555,"fY2":94.500000782311,"fXtoAbsPixelk":307.028622784151,"fXtoPixelk":307.028622784151,"fXtoPixel":15.1619045359748,"fYtoAbsPixelk":514.800046590614,"fYtoPixelk":514.800046590614,"fYtoPixel":-5.4476189664432,"fUtoAbsPixelk":5e-5,"fUtoPixelk":5e-5,"fUtoPixel":796,"fVtoAbsPixelk":572.00005,"fVtoPixelk":572,"fVtoPixel":-572,"fAbsPixeltoXk":-20.2500003911555,"fPixeltoXk":-20.2500003911555,"fPixeltoX":0.0659547748521495,"fAbsPixeltoYk":94.500000782311,"fPixeltoYk":-10.500000782311,"fPixeltoY":-0.183566436301787,"fXlowNDC":0,"fYlowNDC":0,"fXUpNDC":0,"fYUpNDC":0,"fWNDC":1,"fHNDC":1,"fAbsXlowNDC":0,"fAbsYlowNDC":0,"fAbsWNDC":1,"fAbsHNDC":1,"fUxmin":-15,"fUymin":0,"fUxmax":27,"fUymax":84,"fTheta":30,"fPhi":30,"fAspectRatio":0,"fNumber":0,"fTickx":0,"fTicky":0,"fLogx":0,"fLogy":0,"fLogz":0,"fPadPaint":0,"fCrosshair":0,"fCrosshairPos":0,"fBorderSize":2,"fBorderMode":0,"fModified":false,"fGridx":false,"fGridy":false,"fAbsCoord":false,"fEditable":true,"fFixedAspectRatio":false,"fPrimitives":{"_typename":"TList","name":"TList","arr":[{"_typename":"TFrame","fUniqueID":0,"fBits":50331656,"fLineColor":1,"fLineStyle":1,"fLineWidth":1,"fFillColor":0,"fFillStyle":1001,"fX1":-15,"fY1":0,"fX2":27,"fY2":84,"fBorderSize":1,"fBorderMode":0},{"_typename":"TH1F","fUniqueID":0,"fBits":50331656,"fName":"Magnitud absoluta(Mv)","fTitle":"Magnitud absoluta de las estrellas","fLineColor":602,"fLineStyle":1,"fLineWidth":1,"fFillColor":1,"fFillStyle":1001,"fMarkerColor":1,"fMarkerStyle":1,"fMarkerSize":1,"fNcells":9,"fXaxis":{"_typename":"TAxis","fUniqueID":0,"fBits":50331648,"fName":"xaxis","fTitle":" Intervalos de magnitud absoluta (Mv) ","fNdivisions":510,"fAxisColor":1,"fLabelColor":1,"fLabelFont":42,"fLabelOffset":0.005,"fLabelSize":0.035,"fTickLength":0.03,"fTitleOffset":1,"fTitleSize":0.035,"fTitleColor":1,"fTitleFont":42,"fNbins":7,"fXmin":-15,"fXmax":27,"fXbins":[],"fFirst":0,"fLast":0,"fBits2":0,"fTimeDisplay":false,"fTimeFormat":"","fLabels":null,"fModLabs":null},"fYaxis":{"_typename":"TAxis","fUniqueID":0,"fBits":50331648,"fName":"yaxis","fTitle":" Numero de estrellas ","fNdivisions":510,"fAxisColor":1,"fLabelColor":1,"fLabelFont":42,"fLabelOffset":0.005,"fLabelSize":0.035,"fTickLength":0.03,"fTitleOffset":0,"fTitleSize":0.035,"fTitleColor":1,"fTitleFont":42,"fNbins":1,"fXmin":0,"fXmax":1,"fXbins":[],"fFirst":0,"fLast":0,"fBits2":0,"fTimeDisplay":false,"fTimeFormat":"","fLabels":null,"fModLabs":null},"fZaxis":{"_typename":"TAxis","fUniqueID":0,"fBits":50331648,"fName":"zaxis","fTitle":"","fNdivisions":510,"fAxisColor":1,"fLabelColor":1,"fLabelFont":42,"fLabelOffset":0.005,"fLabelSize":0.035,"fTickLength":0.03,"fTitleOffset":1,"fTitleSize":0.035,"fTitleColor":1,"fTitleFont":42,"fNbins":1,"fXmin":0,"fXmax":1,"fXbins":[],"fFirst":0,"fLast":0,"fBits2":0,"fTimeDisplay":false,"fTimeFormat":"","fLabels":null,"fModLabs":null},"fBarOffset":0,"fBarWidth":1000,"fEntries":240,"fTsumw":240,"fTsumw2":240,"fTsumwx":1051.77499762923,"fTsumwx2":31122.4762852537,"fMaximum":-1111,"fMinimum":-1111,"fNormFactor":0,"fContour":[],"fSumw2":[],"fOption":"","fFunctions":{"_typename":"TList","name":"TList","arr":[{"_typename":"TPaveStats","fUniqueID":0,"fBits":50331657,"fLineColor":1,"fLineStyle":1,"fLineWidth":1,"fFillColor":0,"fFillStyle":1001,"fX1":20.7000010639429,"fY1":70.8750010561198,"fX2":31.2000013768673,"fY2":87.6750009309501,"fX1NDC":0.780000016093254,"fY1NDC":0.775000005960464,"fX2NDC":0.980000019073486,"fY2NDC":0.935000002384186,"fBorderSize":1,"fInit":1,"fShadowColor":1,"fCornerRadius":0,"fOption":"brNDC","fName":"stats","fTextAngle":0,"fTextSize":0,"fTextAlign":12,"fTextColor":1,"fTextFont":42,"fLabel":"","fLongest":21,"fMargin":0.05,"fLines":{"_typename":"TList","name":"TList","arr":[{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Magnitud absoluta(Mv)","fTextAngle":0,"fTextSize":0.0368,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.0368000008165836},{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Entries = 240 ","fTextAngle":0,"fTextSize":0,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.04},{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Mean = 4.382","fTextAngle":0,"fTextSize":0,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.04},{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Std Dev = 10.51","fTextAngle":0,"fTextSize":0,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.04}],"opt":["","","",""]},"fOptFit":0,"fOptStat":1111,"fFitFormat":"5.4g","fStatFormat":"6.4g","fParent":{"$ref":3}}],"opt":["brNDC"]},"fBufferSize":0,"fBuffer":[],"fBinStatErrOpt":0,"fStatOverflows":2,"fArray":[0,26,68,18,8,80,40,0,0]},{"_typename":"TPaveText","fUniqueID":0,"fBits":50331657,"fLineColor":1,"fLineStyle":1,"fLineWidth":1,"fFillColor":0,"fFillStyle":0,"fX1":-10.0903268729304,"fY1":87.5868892918647,"fX2":22.0903268729304,"fY2":93.9750012751669,"fX1NDC":0.193517587939699,"fY1NDC":0.934160843929211,"fX2NDC":0.806482412060301,"fY2NDC":0.995000004768372,"fBorderSize":0,"fInit":1,"fShadowColor":1,"fCornerRadius":0,"fOption":"blNDC","fName":"title","fTextAngle":0,"fTextSize":0,"fTextAlign":22,"fTextColor":1,"fTextFont":42,"fLabel":"","fLongest":34,"fMargin":0.05,"fLines":{"_typename":"TList","name":"TList","arr":[{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Magnitud absoluta de las estrellas","fTextAngle":0,"fTextSize":0,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.0517132878303528}],"opt":[""]}}],"opt":["","","blNDC"]},"fExecs":null,"fName":"Canvas","fTitle":"Magnitud absoluta(Mv)","fNumPaletteColor":0,"fNextPaletteColor":0,"fDISPLAY":"$DISPLAY","fDoubleBuffer":0,"fRetained":true,"fXsizeUser":0,"fYsizeUser":0,"fXsizeReal":20,"fYsizeReal":15,"fWindowTopX":0,"fWindowTopY":0,"fWindowWidth":0,"fWindowHeight":0,"fCw":796,"fCh":572,"fCatt":{"_typename":"TAttCanvas","fXBetween":2,"fYBetween":2,"fTitleFromTop":1.2,"fXdate":0.2,"fYdate":0.3,"fAdate":1},"kMoveOpaque":true,"kResizeOpaque":true,"fHighLightColor":2,"fBatch":true,"kShowEventStatus":false,"kAutoExec":true,"kMenuBar":true});
+ Core.draw("root_plot_1", obj, "");
+ }
+ );
+</script>
+
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [8]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="mi">80</span><span class="o">*</span><span class="mi">100</span><span class="o">/</span><span class="mi">240</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt output_prompt">Out[8]:</div>
+
+
+
+
+<div class="output_text output_subarea output_execute_result">
+<pre>33.333333333333336</pre>
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h4 id="Un-33.3%-de-las-estrellas-tienen-una-magnitud-absoluta-entre-9-Mv-a-15-Mv.">Un 33.3% de las estrellas tienen una magnitud absoluta entre 9 Mv a 15 Mv.<a class="anchor-link" href="#Un-33.3%-de-las-estrellas-tienen-una-magnitud-absoluta-entre-9-Mv-a-15-Mv.">¶</a></h4>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h3 id="Histograma-para-las-temperaturas-de-las-estrellas">Histograma para las temperaturas de las estrellas<a class="anchor-link" href="#Histograma-para-las-temperaturas-de-las-estrellas">¶</a></h3>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [9]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">canvas2</span> <span class="o">=</span> <span class="n">ROOT</span><span class="o">.</span><span class="n">TCanvas</span><span class="p">(</span><span class="s2">"Canvas2"</span><span class="p">,</span><span class="s2">"Temperatura(K)"</span><span class="p">,</span><span class="mi">800</span><span class="p">,</span><span class="mi">600</span><span class="p">)</span>
+<span class="n">hist2</span> <span class="o">=</span> <span class="n">ROOT</span><span class="o">.</span><span class="n">TH1F</span><span class="p">(</span><span class="s2">"Temperatura(K)"</span><span class="p">,</span>
+ <span class="s2">"Temperatura de las estrellas; Intervalos de Temperatura (K) ; Numero de estrellas "</span><span class="p">,</span><span class="mi">7</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="mi">40490</span><span class="p">)</span>
+
+<span class="k">for</span> <span class="n">event</span> <span class="ow">in</span> <span class="n">tree</span><span class="p">:</span>
+ <span class="n">hist2</span><span class="o">.</span><span class="n">Fill</span><span class="p">(</span><span class="n">tree</span><span class="o">.</span><span class="n">Temperature</span><span class="p">)</span>
+
+<span class="n">hist2</span><span class="o">.</span><span class="n">SetFillColor</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span>
+<span class="n">hist2</span><span class="o">.</span><span class="n">Draw</span><span class="p">()</span>
+<span class="n">canvas2</span><span class="o">.</span><span class="n">SetLogy</span><span class="p">()</span>
+<span class="n">canvas2</span><span class="o">.</span><span class="n">Draw</span><span class="p">()</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt"></div>
+
+
+
+<div class="output_html rendered_html output_subarea ">
+
+<div id="root_plot_2"
+ style="width: 796px; height: 572px">
+</div>
+
+<script>
+ requirejs.config({
+ paths: {
+ 'JSRootCore' : 'https://root.cern.ch/js/notebook//scripts/JSRootCore',
+ }
+ });
+ require(['JSRootCore'],
+ function(Core) {
+ var obj = Core.JSONR_unref({"_typename":"TCanvas","fUniqueID":0,"fBits":53673992,"fLineColor":1,"fLineStyle":1,"fLineWidth":1,"fFillColor":0,"fFillStyle":1001,"fLeftMargin":0.1,"fRightMargin":0.1,"fBottomMargin":0.1,"fTopMargin":0.1,"fXfile":2,"fYfile":2,"fAfile":1,"fXstat":0.99,"fYstat":0.99,"fAstat":2,"fFrameFillColor":0,"fFrameLineColor":1,"fFrameFillStyle":1001,"fFrameLineStyle":1,"fFrameLineWidth":1,"fFrameBorderSize":1,"fFrameBorderMode":0,"fX1":-5061.25037709253,"fY1":0.317485264779567,"fX2":45551.2503770925,"fY2":2.58331292543279,"fXtoAbsPixelk":79.6000547445299,"fXtoPixelk":79.6000547445299,"fXtoPixel":0.0157273398496157,"fYtoAbsPixelk":652.148057109048,"fYtoPixelk":652.148057109048,"fYtoPixel":-252.446384132806,"fUtoAbsPixelk":5e-5,"fUtoPixelk":5e-5,"fUtoPixel":796,"fVtoAbsPixelk":572.00005,"fVtoPixelk":572,"fVtoPixel":-572,"fAbsPixeltoXk":-5061.25037709253,"fPixeltoXk":-5061.25037709253,"fPixeltoX":63.5835436610365,"fAbsPixeltoYk":2.58331292543279,"fPixeltoYk":0.317485264779567,"fPixeltoY":-0.00396123716897417,"fXlowNDC":0,"fYlowNDC":0,"fXUpNDC":0,"fYUpNDC":0,"fWNDC":1,"fHNDC":1,"fAbsXlowNDC":0,"fAbsYlowNDC":0,"fAbsWNDC":1,"fAbsHNDC":1,"fUxmin":0,"fUymin":0.544068044350276,"fUxmax":40490,"fUymax":2.35673014586208,"fTheta":30,"fPhi":30,"fAspectRatio":0,"fNumber":0,"fTickx":0,"fTicky":0,"fLogx":0,"fLogy":1,"fLogz":0,"fPadPaint":0,"fCrosshair":0,"fCrosshairPos":0,"fBorderSize":2,"fBorderMode":0,"fModified":false,"fGridx":false,"fGridy":false,"fAbsCoord":false,"fEditable":true,"fFixedAspectRatio":false,"fPrimitives":{"_typename":"TList","name":"TList","arr":[{"_typename":"TFrame","fUniqueID":0,"fBits":50331656,"fLineColor":1,"fLineStyle":1,"fLineWidth":1,"fFillColor":0,"fFillStyle":1001,"fX1":0,"fY1":0.544068044350276,"fX2":40490,"fY2":2.35673014586208,"fBorderSize":1,"fBorderMode":0},{"_typename":"TH1F","fUniqueID":0,"fBits":50331656,"fName":"Temperatura(K)","fTitle":"Temperatura de las estrellas","fLineColor":602,"fLineStyle":1,"fLineWidth":1,"fFillColor":2,"fFillStyle":1001,"fMarkerColor":1,"fMarkerStyle":1,"fMarkerSize":1,"fNcells":9,"fXaxis":{"_typename":"TAxis","fUniqueID":0,"fBits":50331648,"fName":"xaxis","fTitle":" Intervalos de Temperatura (K) ","fNdivisions":510,"fAxisColor":1,"fLabelColor":1,"fLabelFont":42,"fLabelOffset":0.005,"fLabelSize":0.035,"fTickLength":0.03,"fTitleOffset":1,"fTitleSize":0.035,"fTitleColor":1,"fTitleFont":42,"fNbins":7,"fXmin":0,"fXmax":40490,"fXbins":[],"fFirst":0,"fLast":0,"fBits2":0,"fTimeDisplay":false,"fTimeFormat":"","fLabels":null,"fModLabs":null},"fYaxis":{"_typename":"TAxis","fUniqueID":0,"fBits":50331648,"fName":"yaxis","fTitle":" Numero de estrellas ","fNdivisions":510,"fAxisColor":1,"fLabelColor":1,"fLabelFont":42,"fLabelOffset":0.005,"fLabelSize":0.035,"fTickLength":0.03,"fTitleOffset":0,"fTitleSize":0.035,"fTitleColor":1,"fTitleFont":42,"fNbins":1,"fXmin":0,"fXmax":1,"fXbins":[],"fFirst":0,"fLast":0,"fBits2":0,"fTimeDisplay":false,"fTimeFormat":"","fLabels":null,"fModLabs":null},"fZaxis":{"_typename":"TAxis","fUniqueID":0,"fBits":50331648,"fName":"zaxis","fTitle":"","fNdivisions":510,"fAxisColor":1,"fLabelColor":1,"fLabelFont":42,"fLabelOffset":0.005,"fLabelSize":0.035,"fTickLength":0.03,"fTitleOffset":1,"fTitleSize":0.035,"fTitleColor":1,"fTitleFont":42,"fNbins":1,"fXmin":0,"fXmax":1,"fXbins":[],"fFirst":0,"fLast":0,"fBits2":0,"fTimeDisplay":false,"fTimeFormat":"","fLabels":null,"fModLabs":null},"fBarOffset":0,"fBarWidth":1000,"fEntries":240,"fTsumw":240,"fTsumw2":240,"fTsumwx":2519391,"fTsumwx2":48255681503,"fMaximum":-1111,"fMinimum":-1111,"fNormFactor":0,"fContour":[],"fSumw2":[],"fOption":"","fFunctions":{"_typename":"TList","name":"TList","arr":[{"_typename":"TPaveStats","fUniqueID":0,"fBits":50331657,"fLineColor":1,"fLineStyle":1,"fLineWidth":1,"fFillColor":0,"fFillStyle":1001,"fX1":34416.5010256917,"fY1":2.0735017152912,"fX2":44539.0013273657,"fY2":2.43603413289249,"fX1NDC":0.780000016093254,"fY1NDC":0.775000005960464,"fX2NDC":0.980000019073486,"fY2NDC":0.935000002384186,"fBorderSize":1,"fInit":1,"fShadowColor":1,"fCornerRadius":0,"fOption":"brNDC","fName":"stats","fTextAngle":0,"fTextSize":0,"fTextAlign":12,"fTextColor":1,"fTextFont":42,"fLabel":"","fLongest":18,"fMargin":0.05,"fLines":{"_typename":"TList","name":"TList","arr":[{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Temperatura(K)","fTextAngle":0,"fTextSize":0.0368,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.0368000008165836},{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Entries = 240 ","fTextAngle":0,"fTextSize":0,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.04},{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Mean = 1.05e+04","fTextAngle":0,"fTextSize":0,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.04},{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Std Dev = 9533","fTextAngle":0,"fTextSize":0,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.04}],"opt":["","","",""]},"fOptFit":0,"fOptStat":1111,"fFitFormat":"5.4g","fStatFormat":"6.4g","fParent":{"$ref":3}}],"opt":["brNDC"]},"fBufferSize":0,"fBuffer":[],"fBinStatErrOpt":0,"fStatOverflows":2,"fArray":[0,120,38,31,20,15,9,7,0]},{"_typename":"TPaveText","fUniqueID":0,"fBits":50331657,"fLineColor":1,"fLineStyle":1,"fLineWidth":1,"fFillColor":0,"fFillStyle":0,"fX1":7308.29220672551,"fY1":2.43413274445353,"fX2":33181.7077932745,"fY2":2.57198379793383,"fX1NDC":0.244396984924623,"fY1NDC":0.934160843929211,"fX2NDC":0.755603015075377,"fY2NDC":0.995000004768372,"fBorderSize":0,"fInit":1,"fShadowColor":1,"fCornerRadius":0,"fOption":"blNDC","fName":"title","fTextAngle":0,"fTextSize":0,"fTextAlign":22,"fTextColor":1,"fTextFont":42,"fLabel":"","fLongest":28,"fMargin":0.05,"fLines":{"_typename":"TList","name":"TList","arr":[{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Temperatura de las estrellas","fTextAngle":0,"fTextSize":0,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.0517132878303528}],"opt":[""]}}],"opt":["","","blNDC"]},"fExecs":null,"fName":"Canvas2","fTitle":"Temperatura(K)","fNumPaletteColor":0,"fNextPaletteColor":0,"fDISPLAY":"$DISPLAY","fDoubleBuffer":0,"fRetained":true,"fXsizeUser":0,"fYsizeUser":0,"fXsizeReal":20,"fYsizeReal":15,"fWindowTopX":0,"fWindowTopY":0,"fWindowWidth":0,"fWindowHeight":0,"fCw":796,"fCh":572,"fCatt":{"_typename":"TAttCanvas","fXBetween":2,"fYBetween":2,"fTitleFromTop":1.2,"fXdate":0.2,"fYdate":0.3,"fAdate":1},"kMoveOpaque":true,"kResizeOpaque":true,"fHighLightColor":2,"fBatch":true,"kShowEventStatus":false,"kAutoExec":true,"kMenuBar":true});
+ Core.draw("root_plot_2", obj, "");
+ }
+ );
+</script>
+
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [10]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="mi">120</span><span class="o">*</span><span class="mi">100</span><span class="o">/</span><span class="mi">240</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt output_prompt">Out[10]:</div>
+
+
+
+
+<div class="output_text output_subarea output_execute_result">
+<pre>50.0</pre>
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h3 id="El-50%-de-las-estrellas-tienen-una-temperatura-entre-0-°K-y-5000-°K">El 50% de las estrellas tienen una temperatura entre 0 °K y 5000 °K<a class="anchor-link" href="#El-50%-de-las-estrellas-tienen-una-temperatura-entre-0-°K-y-5000-°K">¶</a></h3>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h3 id="Histograma-para-las-luminosidades-de-las-estrellas">Histograma para las luminosidades de las estrellas<a class="anchor-link" href="#Histograma-para-las-luminosidades-de-las-estrellas">¶</a></h3><h4 id="La-luminosidad-es-la-cantidad-de-potencia-(energía-por-unidad-de-tiempo)-emitida-en-todas-direcciones-por-un-cuerpo-celeste-definición.">La luminosidad es la cantidad de potencia (energía por unidad de tiempo) emitida en todas direcciones por un cuerpo celeste <a href="https://astronomia.fandom.com/wiki/Luminosidad">definición</a>.<a class="anchor-link" href="#La-luminosidad-es-la-cantidad-de-potencia-(energía-por-unidad-de-tiempo)-emitida-en-todas-direcciones-por-un-cuerpo-celeste-definición.">¶</a></h4>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [11]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">canvas3</span> <span class="o">=</span> <span class="n">ROOT</span><span class="o">.</span><span class="n">TCanvas</span><span class="p">(</span><span class="s2">"Canvas3"</span><span class="p">,</span><span class="s2">"Luminosidad(L/Lo)"</span><span class="p">,</span><span class="mi">800</span><span class="p">,</span><span class="mi">600</span><span class="p">)</span>
+<span class="n">hist3</span> <span class="o">=</span> <span class="n">ROOT</span><span class="o">.</span><span class="n">TH1F</span><span class="p">(</span><span class="s2">"Luminosidad(L/Lo)"</span><span class="p">,</span>
+ <span class="s2">"Luminosidad de las estrellas (L/Lo); Intervalos de luminosidad (L/Lo) ; Numero de estrellas "</span><span class="p">,</span>
+ <span class="mi">7</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="mi">900000</span><span class="p">)</span>
+
+<span class="k">for</span> <span class="n">event</span> <span class="ow">in</span> <span class="n">tree</span><span class="p">:</span>
+ <span class="n">hist3</span><span class="o">.</span><span class="n">Fill</span><span class="p">(</span><span class="n">tree</span><span class="o">.</span><span class="n">Luminosity</span><span class="p">)</span>
+
+<span class="n">hist3</span><span class="o">.</span><span class="n">SetFillColor</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span>
+<span class="n">hist3</span><span class="o">.</span><span class="n">Draw</span><span class="p">()</span>
+<span class="n">canvas3</span><span class="o">.</span><span class="n">SetLogy</span><span class="p">()</span>
+<span class="n">canvas3</span><span class="o">.</span><span class="n">Draw</span><span class="p">()</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt"></div>
+
+
+
+<div class="output_html rendered_html output_subarea ">
+
+<div id="root_plot_3"
+ style="width: 796px; height: 572px">
+</div>
+
+<script>
+ requirejs.config({
+ paths: {
+ 'JSRootCore' : 'https://root.cern.ch/js/notebook//scripts/JSRootCore',
+ }
+ });
+ require(['JSRootCore'],
+ function(Core) {
+ var obj = Core.JSONR_unref({"_typename":"TCanvas","fUniqueID":0,"fBits":53673992,"fLineColor":1,"fLineStyle":1,"fLineWidth":1,"fFillColor":0,"fFillStyle":1001,"fLeftMargin":0.1,"fRightMargin":0.1,"fBottomMargin":0.1,"fTopMargin":0.1,"fXfile":2,"fYfile":2,"fAfile":1,"fXstat":0.99,"fYstat":0.99,"fAstat":2,"fFrameFillColor":0,"fFrameLineColor":1,"fFrameFillStyle":1001,"fFrameLineStyle":1,"fFrameLineWidth":1,"fFrameBorderSize":1,"fFrameBorderMode":0,"fX1":-112500.008381904,"fY1":-0.112780344379606,"fX2":1012500.0083819,"fY2":2.77593551779238,"fXtoAbsPixelk":79.6000547445299,"fXtoPixelk":79.6000547445299,"fXtoPixel":7.07555545012156e-4,"fYtoAbsPixelk":549.668204272317,"fYtoPixelk":549.668204272317,"fYtoPixel":-198.011859695305,"fUtoAbsPixelk":5e-5,"fUtoPixelk":5e-5,"fUtoPixel":796,"fVtoAbsPixelk":572.00005,"fVtoPixelk":572,"fVtoPixel":-572,"fAbsPixeltoXk":-112500.008381904,"fPixeltoXk":-112500.008381904,"fPixeltoX":1413.31660397463,"fAbsPixeltoYk":2.77593551779238,"fPixeltoYk":-0.112780344379606,"fPixeltoY":-0.00505020255624472,"fXlowNDC":0,"fYlowNDC":0,"fXUpNDC":0,"fYUpNDC":0,"fWNDC":1,"fHNDC":1,"fAbsXlowNDC":0,"fAbsYlowNDC":0,"fAbsWNDC":1,"fAbsHNDC":1,"fUxmin":0,"fUymin":0.176091259055681,"fUxmax":900000,"fUymax":2.48706391435709,"fTheta":30,"fPhi":30,"fAspectRatio":0,"fNumber":0,"fTickx":0,"fTicky":0,"fLogx":0,"fLogy":1,"fLogz":0,"fPadPaint":0,"fCrosshair":0,"fCrosshairPos":0,"fBorderSize":2,"fBorderMode":0,"fModified":false,"fGridx":false,"fGridy":false,"fAbsCoord":false,"fEditable":true,"fFixedAspectRatio":false,"fPrimitives":{"_typename":"TList","name":"TList","arr":[{"_typename":"TFrame","fUniqueID":0,"fBits":50331656,"fLineColor":1,"fLineStyle":1,"fLineWidth":1,"fFillColor":0,"fFillStyle":1001,"fX1":0,"fY1":0.176091259055681,"fX2":900000,"fY2":2.48706391435709,"fBorderSize":1,"fBorderMode":0},{"_typename":"TH1F","fUniqueID":0,"fBits":50331656,"fName":"Luminosidad(L\/Lo)","fTitle":"Luminosidad de las estrellas (L\/Lo)","fLineColor":602,"fLineStyle":1,"fLineWidth":1,"fFillColor":3,"fFillStyle":1001,"fMarkerColor":1,"fMarkerStyle":1,"fMarkerSize":1,"fNcells":9,"fXaxis":{"_typename":"TAxis","fUniqueID":0,"fBits":50331648,"fName":"xaxis","fTitle":" Intervalos de luminosidad (L\/Lo) ","fNdivisions":510,"fAxisColor":1,"fLabelColor":1,"fLabelFont":42,"fLabelOffset":0.005,"fLabelSize":0.035,"fTickLength":0.03,"fTitleOffset":1,"fTitleSize":0.035,"fTitleColor":1,"fTitleFont":42,"fNbins":7,"fXmin":0,"fXmax":900000,"fXbins":[],"fFirst":0,"fLast":0,"fBits2":0,"fTimeDisplay":false,"fTimeFormat":"","fLabels":null,"fModLabs":null},"fYaxis":{"_typename":"TAxis","fUniqueID":0,"fBits":50331648,"fName":"yaxis","fTitle":" Numero de estrellas ","fNdivisions":510,"fAxisColor":1,"fLabelColor":1,"fLabelFont":42,"fLabelOffset":0.005,"fLabelSize":0.035,"fTickLength":0.03,"fTitleOffset":0,"fTitleSize":0.035,"fTitleColor":1,"fTitleFont":42,"fNbins":1,"fXmin":0,"fXmax":1,"fXbins":[],"fFirst":0,"fLast":0,"fBits2":0,"fTimeDisplay":false,"fTimeFormat":"","fLabels":null,"fModLabs":null},"fZaxis":{"_typename":"TAxis","fUniqueID":0,"fBits":50331648,"fName":"zaxis","fTitle":"","fNdivisions":510,"fAxisColor":1,"fLabelColor":1,"fLabelFont":42,"fLabelOffset":0.005,"fLabelSize":0.035,"fTickLength":0.03,"fTitleOffset":1,"fTitleSize":0.035,"fTitleColor":1,"fTitleFont":42,"fNbins":1,"fXmin":0,"fXmax":1,"fXbins":[],"fFirst":0,"fLast":0,"fBits2":0,"fTimeDisplay":false,"fTimeFormat":"","fLabels":null,"fModLabs":null},"fBarOffset":0,"fBarWidth":1000,"fEntries":240,"fTsumw":240,"fTsumw2":240,"fTsumwx":25725206.7923058,"fTsumwx2":10452270164082.9,"fMaximum":-1111,"fMinimum":-1111,"fNormFactor":0,"fContour":[],"fSumw2":[],"fOption":"","fFunctions":{"_typename":"TList","name":"TList","arr":[{"_typename":"TPaveStats","fUniqueID":0,"fBits":50331657,"fLineColor":1,"fLineStyle":1,"fLineWidth":1,"fFillColor":0,"fFillStyle":1001,"fX1":765000.022798777,"fY1":2.12597446602177,"fX2":990000.0295043,"fY2":2.58816899363843,"fX1NDC":0.780000016093254,"fY1NDC":0.775000005960464,"fX2NDC":0.980000019073486,"fY2NDC":0.935000002384186,"fBorderSize":1,"fInit":1,"fShadowColor":1,"fCornerRadius":0,"fOption":"brNDC","fName":"stats","fTextAngle":0,"fTextSize":0,"fTextAlign":12,"fTextColor":1,"fTextFont":42,"fLabel":"","fLongest":21,"fMargin":0.05,"fLines":{"_typename":"TList","name":"TList","arr":[{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Luminosidad(L\/Lo)","fTextAngle":0,"fTextSize":0.0368,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.0368000008165836},{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Entries = 240 ","fTextAngle":0,"fTextSize":0,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.04},{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Mean = 1.072e+05","fTextAngle":0,"fTextSize":0,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.04},{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Std Dev = 1.791e+05","fTextAngle":0,"fTextSize":0,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.04}],"opt":["","","",""]},"fOptFit":0,"fOptStat":1111,"fFitFormat":"5.4g","fStatFormat":"6.4g","fParent":{"$ref":3}}],"opt":["brNDC"]},"fBufferSize":0,"fBuffer":[],"fBinStatErrOpt":0,"fStatOverflows":2,"fArray":[0,162,41,22,3,5,3,4,0]},{"_typename":"TPaveText","fUniqueID":0,"fBits":50331657,"fLineColor":1,"fLineStyle":1,"fLineWidth":1,"fFillColor":0,"fFillStyle":0,"fX1":96727.3816705009,"fY1":2.59180514636616,"fX2":803272.618329499,"fY2":2.76149195225599,"fX1NDC":0.185979899497487,"fY1NDC":0.936258746027113,"fX2NDC":0.814020100502513,"fY2NDC":0.995000004768372,"fBorderSize":0,"fInit":1,"fShadowColor":1,"fCornerRadius":0,"fOption":"blNDC","fName":"title","fTextAngle":0,"fTextSize":0,"fTextAlign":22,"fTextColor":1,"fTextFont":42,"fLabel":"","fLongest":35,"fMargin":0.05,"fLines":{"_typename":"TList","name":"TList","arr":[{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Luminosidad de las estrellas (L\/Lo)","fTextAngle":0,"fTextSize":0,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.0499300695955753}],"opt":[""]}}],"opt":["","","blNDC"]},"fExecs":null,"fName":"Canvas3","fTitle":"Luminosidad(L\/Lo)","fNumPaletteColor":0,"fNextPaletteColor":0,"fDISPLAY":"$DISPLAY","fDoubleBuffer":0,"fRetained":true,"fXsizeUser":0,"fYsizeUser":0,"fXsizeReal":20,"fYsizeReal":15,"fWindowTopX":0,"fWindowTopY":0,"fWindowWidth":0,"fWindowHeight":0,"fCw":796,"fCh":572,"fCatt":{"_typename":"TAttCanvas","fXBetween":2,"fYBetween":2,"fTitleFromTop":1.2,"fXdate":0.2,"fYdate":0.3,"fAdate":1},"kMoveOpaque":true,"kResizeOpaque":true,"fHighLightColor":2,"fBatch":true,"kShowEventStatus":false,"kAutoExec":true,"kMenuBar":true});
+ Core.draw("root_plot_3", obj, "");
+ }
+ );
+</script>
+
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [12]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="mi">162</span><span class="o">*</span><span class="mi">100</span><span class="o">/</span><span class="mi">240</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt output_prompt">Out[12]:</div>
+
+
+
+
+<div class="output_text output_subarea output_execute_result">
+<pre>67.5</pre>
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h3 id="El-67%-de-las-estrellas-tienen-una-luminosidad-entre-0-L/Lo-y-100000-L/Lo">El 67% de las estrellas tienen una luminosidad entre 0 L/Lo y 100000 L/Lo<a class="anchor-link" href="#El-67%-de-las-estrellas-tienen-una-luminosidad-entre-0-L/Lo-y-100000-L/Lo">¶</a></h3>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h3 id="Histograma-para-los-radios-de-las-estrellas">Histograma para los radios de las estrellas<a class="anchor-link" href="#Histograma-para-los-radios-de-las-estrellas">¶</a></h3>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [13]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">canvas4</span> <span class="o">=</span> <span class="n">ROOT</span><span class="o">.</span><span class="n">TCanvas</span><span class="p">(</span><span class="s2">"Canvas4"</span><span class="p">,</span><span class="s2">"Radio(R/Ro)"</span><span class="p">,</span><span class="mi">800</span><span class="p">,</span><span class="mi">600</span><span class="p">)</span>
+<span class="n">hist4</span> <span class="o">=</span> <span class="n">ROOT</span><span class="o">.</span><span class="n">TH1F</span><span class="p">(</span><span class="s2">"Radio(R/Ro)"</span><span class="p">,</span>
+ <span class="s2">"Radios de las estrellas (R/Ro); Intervalos del cociente de radios (R/Ro);Numero de estrellas"</span><span class="p">,</span>
+ <span class="mi">7</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="mi">2249</span><span class="p">)</span>
+
+<span class="k">for</span> <span class="n">event</span> <span class="ow">in</span> <span class="n">tree</span><span class="p">:</span>
+ <span class="n">hist4</span><span class="o">.</span><span class="n">Fill</span><span class="p">(</span><span class="n">tree</span><span class="o">.</span><span class="n">Radius</span><span class="p">)</span>
+
+<span class="n">hist4</span><span class="o">.</span><span class="n">SetFillColor</span><span class="p">(</span><span class="mi">4</span><span class="p">)</span>
+<span class="n">hist4</span><span class="o">.</span><span class="n">Draw</span><span class="p">()</span>
+<span class="n">canvas4</span><span class="o">.</span><span class="n">SetLogy</span><span class="p">()</span>
+<span class="n">canvas4</span><span class="o">.</span><span class="n">Draw</span><span class="p">()</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt"></div>
+
+
+
+<div class="output_html rendered_html output_subarea ">
+
+<div id="root_plot_4"
+ style="width: 796px; height: 572px">
+</div>
+
+<script>
+ requirejs.config({
+ paths: {
+ 'JSRootCore' : 'https://root.cern.ch/js/notebook//scripts/JSRootCore',
+ }
+ });
+ require(['JSRootCore'],
+ function(Core) {
+ var obj = Core.JSONR_unref({"_typename":"TCanvas","fUniqueID":0,"fBits":53673992,"fLineColor":1,"fLineStyle":1,"fLineWidth":1,"fFillColor":0,"fFillStyle":1001,"fLeftMargin":0.1,"fRightMargin":0.1,"fBottomMargin":0.1,"fTopMargin":0.1,"fXfile":2,"fYfile":2,"fAfile":1,"fXstat":0.99,"fYstat":0.99,"fAstat":2,"fFrameFillColor":0,"fFrameLineColor":1,"fFrameFillStyle":1001,"fFrameLineStyle":1,"fFrameLineWidth":1,"fFrameBorderSize":1,"fFrameBorderMode":0,"fX1":-281.125020945446,"fY1":-0.660981133875233,"fX2":2530.12502094545,"fY2":2.93853003368969,"fXtoAbsPixelk":79.6000547445299,"fXtoPixelk":79.6000547445299,"fXtoPixel":0.28314806158779,"fYtoAbsPixelk":466.963229449612,"fYtoPixelk":466.963229449612,"fYtoPixel":-158.910466830683,"fUtoAbsPixelk":5e-5,"fUtoPixelk":5e-5,"fUtoPixel":796,"fVtoAbsPixelk":572.00005,"fVtoPixelk":572,"fVtoPixel":-572,"fAbsPixeltoXk":-281.125020945446,"fPixeltoXk":-281.125020945446,"fPixeltoX":3.53172115815439,"fAbsPixeltoYk":2.93853003368969,"fPixeltoYk":-0.660981133875233,"fPixeltoY":-0.00629285169154707,"fXlowNDC":0,"fYlowNDC":0,"fXUpNDC":0,"fYUpNDC":0,"fWNDC":1,"fHNDC":1,"fAbsXlowNDC":0,"fAbsYlowNDC":0,"fAbsWNDC":1,"fAbsHNDC":1,"fUxmin":0,"fUymin":-0.301029995663981,"fUxmax":2249,"fUymax":2.57857889547844,"fTheta":30,"fPhi":30,"fAspectRatio":0,"fNumber":0,"fTickx":0,"fTicky":0,"fLogx":0,"fLogy":1,"fLogz":0,"fPadPaint":0,"fCrosshair":0,"fCrosshairPos":0,"fBorderSize":2,"fBorderMode":0,"fModified":false,"fGridx":false,"fGridy":false,"fAbsCoord":false,"fEditable":true,"fFixedAspectRatio":false,"fPrimitives":{"_typename":"TList","name":"TList","arr":[{"_typename":"TFrame","fUniqueID":0,"fBits":50331656,"fLineColor":1,"fLineStyle":1,"fLineWidth":1,"fFillColor":0,"fFillStyle":1001,"fX1":0,"fY1":-0.301029995663981,"fX2":2249,"fY2":2.57857889547844,"fBorderSize":1,"fBorderMode":0},{"_typename":"TH1F","fUniqueID":0,"fBits":50331656,"fName":"Radio(R\/Ro)","fTitle":"Radios de las estrellas (R\/Ro)","fLineColor":602,"fLineStyle":1,"fLineWidth":1,"fFillColor":4,"fFillStyle":1001,"fMarkerColor":1,"fMarkerStyle":1,"fMarkerSize":1,"fNcells":9,"fXaxis":{"_typename":"TAxis","fUniqueID":0,"fBits":50331648,"fName":"xaxis","fTitle":" Intervalos del cociente de radios (R\/Ro)","fNdivisions":510,"fAxisColor":1,"fLabelColor":1,"fLabelFont":42,"fLabelOffset":0.005,"fLabelSize":0.035,"fTickLength":0.03,"fTitleOffset":1,"fTitleSize":0.035,"fTitleColor":1,"fTitleFont":42,"fNbins":7,"fXmin":0,"fXmax":2249,"fXbins":[],"fFirst":0,"fLast":0,"fBits2":0,"fTimeDisplay":false,"fTimeFormat":"","fLabels":null,"fModLabs":null},"fYaxis":{"_typename":"TAxis","fUniqueID":0,"fBits":50331648,"fName":"yaxis","fTitle":"Numero de estrellas","fNdivisions":510,"fAxisColor":1,"fLabelColor":1,"fLabelFont":42,"fLabelOffset":0.005,"fLabelSize":0.035,"fTickLength":0.03,"fTitleOffset":0,"fTitleSize":0.035,"fTitleColor":1,"fTitleFont":42,"fNbins":1,"fXmin":0,"fXmax":1,"fXbins":[],"fFirst":0,"fLast":0,"fBits2":0,"fTimeDisplay":false,"fTimeFormat":"","fLabels":null,"fModLabs":null},"fZaxis":{"_typename":"TAxis","fUniqueID":0,"fBits":50331648,"fName":"zaxis","fTitle":"","fNdivisions":510,"fAxisColor":1,"fLabelColor":1,"fLabelFont":42,"fLabelOffset":0.005,"fLabelSize":0.035,"fTickLength":0.03,"fTitleOffset":1,"fTitleSize":0.035,"fTitleColor":1,"fTitleFont":42,"fNbins":1,"fXmin":0,"fXmax":1,"fXbins":[],"fFirst":0,"fLast":0,"fBits2":0,"fTimeDisplay":false,"fTimeFormat":"","fLabels":null,"fModLabs":null},"fBarOffset":0,"fBarWidth":1000,"fEntries":240,"fTsumw":240,"fTsumw2":240,"fTsumwx":56917.8675550018,"fTsumwx2":77419085.2040014,"fMaximum":-1111,"fMinimum":-1111,"fNormFactor":0,"fContour":[],"fSumw2":[],"fOption":"","fFunctions":{"_typename":"TList","name":"TList","arr":[{"_typename":"TPaveStats","fUniqueID":0,"fBits":50331657,"fLineColor":1,"fLineStyle":1,"fLineWidth":1,"fFillColor":0,"fFillStyle":1001,"fX1":1911.65005697161,"fY1":2.12864004244234,"fX2":2473.90007372797,"fY2":2.70456181637987,"fX1NDC":0.780000016093254,"fY1NDC":0.775000005960464,"fX2NDC":0.980000019073486,"fY2NDC":0.935000002384186,"fBorderSize":1,"fInit":1,"fShadowColor":1,"fCornerRadius":0,"fOption":"brNDC","fName":"stats","fTextAngle":0,"fTextSize":0,"fTextAlign":12,"fTextColor":1,"fTextFont":42,"fLabel":"","fLongest":18,"fMargin":0.05,"fLines":{"_typename":"TList","name":"TList","arr":[{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Radio(R\/Ro)","fTextAngle":0,"fTextSize":0.0368,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.0368000008165836},{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Entries = 240 ","fTextAngle":0,"fTextSize":0,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.04},{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Mean = 237.2","fTextAngle":0,"fTextSize":0,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.04},{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Std Dev = 516.1","fTextAngle":0,"fTextSize":0,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.04}],"opt":["","","",""]},"fOptFit":0,"fOptStat":1111,"fFitFormat":"5.4g","fStatFormat":"6.4g","fParent":{"$ref":3}}],"opt":["brNDC"]},"fBufferSize":0,"fBuffer":[],"fBinStatErrOpt":0,"fStatOverflows":2,"fArray":[0,200,0,3,11,19,6,1,0]},{"_typename":"TPaveText","fUniqueID":0,"fBits":50331657,"fLineColor":1,"fLineStyle":1,"fLineWidth":1,"fFillColor":0,"fFillStyle":0,"fX1":377.682243896673,"fY1":2.70909267817969,"fX2":1871.31775610333,"fY2":2.92053249501567,"fX1NDC":0.234346733668342,"fY1NDC":0.936258746027113,"fX2NDC":0.765653266331658,"fY2NDC":0.995000004768372,"fBorderSize":0,"fInit":1,"fShadowColor":1,"fCornerRadius":0,"fOption":"blNDC","fName":"title","fTextAngle":0,"fTextSize":0,"fTextAlign":22,"fTextColor":1,"fTextFont":42,"fLabel":"","fLongest":30,"fMargin":0.05,"fLines":{"_typename":"TList","name":"TList","arr":[{"_typename":"TLatex","fUniqueID":0,"fBits":50331648,"fName":"","fTitle":"Radios de las estrellas (R\/Ro)","fTextAngle":0,"fTextSize":0,"fTextAlign":0,"fTextColor":0,"fTextFont":0,"fX":0,"fY":0,"fLineColor":1,"fLineStyle":1,"fLineWidth":2,"fLimitFactorSize":3,"fOriginSize":0.0499300695955753}],"opt":[""]}}],"opt":["","","blNDC"]},"fExecs":null,"fName":"Canvas4","fTitle":"Radio(R\/Ro)","fNumPaletteColor":0,"fNextPaletteColor":0,"fDISPLAY":"$DISPLAY","fDoubleBuffer":0,"fRetained":true,"fXsizeUser":0,"fYsizeUser":0,"fXsizeReal":20,"fYsizeReal":15,"fWindowTopX":0,"fWindowTopY":0,"fWindowWidth":0,"fWindowHeight":0,"fCw":796,"fCh":572,"fCatt":{"_typename":"TAttCanvas","fXBetween":2,"fYBetween":2,"fTitleFromTop":1.2,"fXdate":0.2,"fYdate":0.3,"fAdate":1},"kMoveOpaque":true,"kResizeOpaque":true,"fHighLightColor":2,"fBatch":true,"kShowEventStatus":false,"kAutoExec":true,"kMenuBar":true});
+ Core.draw("root_plot_4", obj, "");
+ }
+ );
+</script>
+
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [14]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="mi">200</span><span class="o">*</span><span class="mi">100</span><span class="o">/</span><span class="mi">240</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt output_prompt">Out[14]:</div>
+
+
+
+
+<div class="output_text output_subarea output_execute_result">
+<pre>83.33333333333333</pre>
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h3 id="El-83.3%-de-las-estrellas-tienen-un-radio-entre-0-R/Ro-y-321.3-R/Ro">El 83.3% de las estrellas tienen un radio entre 0 R/Ro y 321.3 R/Ro<a class="anchor-link" href="#El-83.3%-de-las-estrellas-tienen-un-radio-entre-0-R/Ro-y-321.3-R/Ro">¶</a></h3>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h1 id="Diagrama-Hertzsprung---Russell">Diagrama Hertzsprung - Russell<a class="anchor-link" href="#Diagrama-Hertzsprung---Russell">¶</a></h1>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [15]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
+
+<span class="k">def</span> <span class="nf">Temperatura</span><span class="p">(</span><span class="n">star</span><span class="p">):</span>
+ <span class="n">T</span><span class="o">=</span><span class="p">[]</span>
+ <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="n">star</span><span class="p">:</span>
+ <span class="n">T</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">j</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
+ <span class="k">return</span> <span class="n">T</span>
+
+<span class="k">def</span> <span class="nf">Luminosidad</span><span class="p">(</span><span class="n">star</span><span class="p">):</span>
+ <span class="n">T</span><span class="o">=</span><span class="p">[]</span>
+ <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="n">star</span><span class="p">:</span>
+ <span class="n">T</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">j</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
+ <span class="k">return</span> <span class="n">T</span>
+
+<span class="k">def</span> <span class="nf">Radios</span><span class="p">(</span><span class="n">star</span><span class="p">):</span>
+ <span class="n">T</span><span class="o">=</span><span class="p">[]</span>
+ <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="n">star</span><span class="p">:</span>
+ <span class="n">T</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">j</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span>
+ <span class="k">return</span> <span class="n">T</span>
+
+<span class="k">def</span> <span class="nf">Mag</span><span class="p">(</span><span class="n">star</span><span class="p">):</span>
+ <span class="n">T</span><span class="o">=</span><span class="p">[]</span>
+ <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="n">star</span><span class="p">:</span>
+ <span class="n">T</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">j</span><span class="p">[</span><span class="mi">3</span><span class="p">])</span>
+ <span class="k">return</span> <span class="n">T</span>
+<span class="n">starsa</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">stars</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span> <span class="o">=</span> <span class="p">(</span><span class="mi">15</span><span class="p">,</span><span class="mi">10</span><span class="p">))</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">'Diagrama Hertzsprung - Russell</span><span class="se">\n</span><span class="s1">'</span><span class="p">,</span> <span class="n">fontsize</span> <span class="o">=</span> <span class="mi">12</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">'Temperatura (K)'</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">12</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">'Luminosidad ($L_</span><span class="si">{Sol}</span><span class="s1">$)'</span><span class="p">,</span> <span class="n">fontsize</span> <span class="o">=</span> <span class="mi">12</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="mi">40000</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">(</span><span class="mf">0.00001</span><span class="p">,</span><span class="mi">100000000</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">yscale</span><span class="p">(</span><span class="s1">'log'</span><span class="p">)</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">35000</span><span class="p">,</span> <span class="mi">9000000</span><span class="p">,</span> <span class="s1">'Gigantes</span><span class="se">\n</span><span class="s1"> azules'</span><span class="p">,</span> <span class="n">fontsize</span> <span class="o">=</span> <span class="mi">14</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">7200</span><span class="p">,</span> <span class="mi">9000000</span><span class="p">,</span> <span class="s1">'Supergigantes</span><span class="se">\n</span><span class="s1"> rojas'</span><span class="p">,</span> <span class="n">fontsize</span> <span class="o">=</span> <span class="mi">14</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">7200</span><span class="p">,</span> <span class="mi">500</span><span class="p">,</span> <span class="s1">'Gigantes</span><span class="se">\n</span><span class="s1"> rojas'</span><span class="p">,</span> <span class="n">fontsize</span> <span class="o">=</span> <span class="mi">14</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">14000</span><span class="p">,</span> <span class="mi">8</span><span class="p">,</span> <span class="s1">'Secuencia</span><span class="se">\n</span><span class="s1"> principal'</span><span class="p">,</span> <span class="n">fontsize</span> <span class="o">=</span> <span class="mi">14</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mi">9500</span><span class="p">,</span> <span class="mf">0.005</span><span class="p">,</span> <span class="s1">'Enanas</span><span class="se">\n</span><span class="s1">blancas'</span><span class="p">,</span> <span class="n">fontsize</span> <span class="o">=</span> <span class="mi">14</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">Temperatura</span><span class="p">(</span><span class="n">starsa</span><span class="p">),</span> <span class="n">Luminosidad</span><span class="p">(</span><span class="n">starsa</span><span class="p">),</span> <span class="n">Radios</span><span class="p">(</span><span class="n">starsa</span><span class="p">)</span><span class="o">*</span><span class="mi">25</span><span class="p">,</span> <span class="n">Temperatura</span><span class="p">(</span><span class="n">starsa</span><span class="p">),</span> <span class="n">edgecolors</span> <span class="o">=</span> <span class="s1">'k'</span><span class="p">,</span> <span class="n">cmap</span> <span class="o">=</span> <span class="s1">'RdYlBu'</span><span class="p">)</span>
+<span class="c1">#plt.colorbar() # para ver barra de colores de convensión en función de la temperatura</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt"></div>
+
+
+
+
+<div class="output_png output_subarea ">
+<img src="data:image/png;base64,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
+"
+>
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h1 id="Porcentajes-para-los-tipos-de-estrellas-y-clases-espectrales">Porcentajes para los tipos de estrellas y clases espectrales<a class="anchor-link" href="#Porcentajes-para-los-tipos-de-estrellas-y-clases-espectrales">¶</a></h1>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [16]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">stars</span><span class="p">[</span><span class="s1">'Star_type'</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt output_prompt">Out[16]:</div>
+
+
+
+
+<div class="output_text output_subarea output_execute_result">
+<pre>5 40
+4 40
+3 40
+2 40
+1 40
+0 40
+Name: Star_type, dtype: int64</pre>
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [17]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">stars</span><span class="p">[</span><span class="s1">'Spectral_Class'</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt output_prompt">Out[17]:</div>
+
+
+
+
+<div class="output_text output_subarea output_execute_result">
+<pre>M 111
+B 46
+O 40
+A 19
+F 17
+K 6
+G 1
+Name: Spectral_Class, dtype: int64</pre>
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [18]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">tipos</span><span class="o">=</span><span class="p">[</span><span class="s2">"M"</span><span class="p">,</span><span class="s2">"B"</span><span class="p">,</span><span class="s2">"O"</span><span class="p">,</span><span class="s2">"A"</span><span class="p">,</span><span class="s2">"F"</span><span class="p">,</span><span class="s2">"K"</span><span class="p">,</span><span class="s2">"G"</span><span class="p">]</span>
+<span class="n">tipos2</span><span class="o">=</span><span class="p">[</span><span class="s2">"Brown Dwarf"</span><span class="p">,</span><span class="s2">"Red Dwarf"</span><span class="p">,</span> <span class="s2">"White Dwarf"</span><span class="p">,</span> <span class="s2">"Main Sequence Star"</span><span class="p">,</span> <span class="s2">"Supergiant"</span><span class="p">,</span><span class="s2">"Hypergiant"</span> <span class="p">]</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span> <span class="o">=</span> <span class="p">(</span><span class="mi">15</span><span class="p">,</span><span class="mi">10</span><span class="p">))</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">121</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">'Tipos de estrellas '</span><span class="p">,</span> <span class="n">fontsize</span> <span class="o">=</span> <span class="mi">12</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">pie</span><span class="p">(</span><span class="n">stars</span><span class="p">[</span><span class="s1">'Star_type'</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">(),</span> <span class="n">labels</span><span class="o">=</span><span class="n">tipos2</span><span class="p">,</span> <span class="n">autopct</span><span class="o">=</span><span class="s2">"</span><span class="si">%0.1f</span><span class="s2"> </span><span class="si">%%</span><span class="s2">"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">axis</span><span class="p">(</span><span class="s2">"equal"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">122</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">'Clases espectrales '</span><span class="p">,</span> <span class="n">fontsize</span> <span class="o">=</span> <span class="mi">12</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">pie</span><span class="p">(</span><span class="n">stars</span><span class="p">[</span><span class="s1">'Spectral_Class'</span><span class="p">]</span><span class="o">.</span><span class="n">value_counts</span><span class="p">(),</span> <span class="n">labels</span><span class="o">=</span><span class="n">tipos</span><span class="p">,</span> <span class="n">autopct</span><span class="o">=</span><span class="s2">"</span><span class="si">%0.1f</span><span class="s2"> </span><span class="si">%%</span><span class="s2">"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">axis</span><span class="p">(</span><span class="s2">"equal"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt"></div>
+
+
+
+
+<div class="output_png output_subarea ">
+<img src="data:image/png;base64,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
+"
+>
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h1 id="Correlaciones-entre-algunas-variables-y-tipos-de-estrellas">Correlaciones entre algunas variables y tipos de estrellas<a class="anchor-link" href="#Correlaciones-entre-algunas-variables-y-tipos-de-estrellas">¶</a></h1>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [19]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span> <span class="o">=</span> <span class="p">(</span><span class="mi">6</span><span class="p">,</span><span class="mi">7</span><span class="p">))</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">'Mapa de calor de correlación</span><span class="se">\n</span><span class="s1"> '</span><span class="p">,</span> <span class="n">fontsize</span> <span class="o">=</span> <span class="mi">12</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+
+<span class="n">sns</span><span class="o">.</span><span class="n">heatmap</span><span class="p">(</span><span class="n">stars</span><span class="o">.</span><span class="n">corr</span><span class="p">(),</span> <span class="n">annot</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt"></div>
+
+
+
+
+<div class="output_png output_subarea ">
+<img src="data:image/png;base64,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
+"
+>
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [20]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">stars</span><span class="p">[</span><span class="s1">'Star_type'</span><span class="p">]</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt output_prompt">Out[20]:</div>
+
+
+
+
+<div class="output_text output_subarea output_execute_result">
+<pre>0 0
+1 0
+2 0
+3 0
+4 0
+ ..
+235 5
+236 5
+237 5
+238 5
+239 5
+Name: Star_type, Length: 240, dtype: int64</pre>
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [21]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">O</span> <span class="o">=</span> <span class="n">stars</span><span class="p">[</span><span class="n">stars</span><span class="p">[</span><span class="s2">"Spectral_Class"</span><span class="p">]</span> <span class="o">==</span> <span class="s1">'O'</span><span class="p">]</span>
+<span class="n">B</span> <span class="o">=</span> <span class="n">stars</span><span class="p">[</span><span class="n">stars</span><span class="p">[</span><span class="s2">"Spectral_Class"</span><span class="p">]</span> <span class="o">==</span> <span class="s1">'B'</span><span class="p">]</span>
+<span class="n">A</span> <span class="o">=</span> <span class="n">stars</span><span class="p">[</span><span class="n">stars</span><span class="p">[</span><span class="s2">"Spectral_Class"</span><span class="p">]</span> <span class="o">==</span> <span class="s1">'A'</span><span class="p">]</span>
+<span class="n">F</span> <span class="o">=</span> <span class="n">stars</span><span class="p">[</span><span class="n">stars</span><span class="p">[</span><span class="s2">"Spectral_Class"</span><span class="p">]</span> <span class="o">==</span> <span class="s1">'F'</span><span class="p">]</span>
+<span class="n">G</span> <span class="o">=</span> <span class="n">stars</span><span class="p">[</span><span class="n">stars</span><span class="p">[</span><span class="s2">"Spectral_Class"</span><span class="p">]</span> <span class="o">==</span> <span class="s1">'G'</span><span class="p">]</span>
+<span class="n">K</span> <span class="o">=</span> <span class="n">stars</span><span class="p">[</span><span class="n">stars</span><span class="p">[</span><span class="s2">"Spectral_Class"</span><span class="p">]</span> <span class="o">==</span> <span class="s1">'K'</span><span class="p">]</span>
+<span class="n">M</span> <span class="o">=</span> <span class="n">stars</span><span class="p">[</span><span class="n">stars</span><span class="p">[</span><span class="s2">"Spectral_Class"</span><span class="p">]</span> <span class="o">==</span> <span class="s1">'M'</span><span class="p">]</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span> <span class="o">=</span> <span class="p">(</span><span class="mi">15</span><span class="p">,</span><span class="mi">10</span><span class="p">))</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">211</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">'Tipo de estrella VS Magnitud absoluta (Mv) y Temperatura(K)</span><span class="se">\n</span><span class="s1"> para cada clase espectral</span><span class="se">\n</span><span class="s1"> '</span><span class="p">,</span> <span class="n">fontsize</span> <span class="o">=</span> <span class="mi">12</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">'Magnitud absoluta (Mv)'</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">12</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">'Tipo de estrella'</span><span class="p">,</span> <span class="n">fontsize</span> <span class="o">=</span> <span class="mi">12</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">ax7</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">M</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">M</span><span class="p">[</span><span class="s1">'Star_type'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"M"</span><span class="p">)</span>
+<span class="n">ax2</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">B</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">B</span><span class="p">[</span><span class="s1">'Star_type'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"B"</span><span class="p">)</span>
+<span class="n">ax1</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">O</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">O</span><span class="p">[</span><span class="s1">'Star_type'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"O"</span><span class="p">)</span>
+<span class="n">ax3</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">A</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">A</span><span class="p">[</span><span class="s1">'Star_type'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"A"</span><span class="p">)</span>
+<span class="n">ax4</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">F</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">F</span><span class="p">[</span><span class="s1">'Star_type'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"F"</span><span class="p">)</span>
+<span class="n">ax6</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">K</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">K</span><span class="p">[</span><span class="s1">'Star_type'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"K"</span><span class="p">)</span>
+<span class="n">ax5</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">G</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">G</span><span class="p">[</span><span class="s1">'Star_type'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"G"</span><span class="p">)</span>
+
+
+<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">loc</span> <span class="o">=</span> <span class="s1">'upper right'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">212</span><span class="p">)</span>
+<span class="c1">#plt.title('Luminosidad (L/Lo) vs Mag\n', fontsize = 20, fontweight = 'bold')</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">'Temperatura(K)'</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">12</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">'Tipo de estrella'</span><span class="p">,</span> <span class="n">fontsize</span> <span class="o">=</span> <span class="mi">12</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">M</span><span class="p">[</span><span class="s1">'Temperature(K)'</span><span class="p">],</span><span class="n">M</span><span class="p">[</span><span class="s1">'Star_type'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"M"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">B</span><span class="p">[</span><span class="s1">'Temperature(K)'</span><span class="p">],</span><span class="n">B</span><span class="p">[</span><span class="s1">'Star_type'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"B"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">O</span><span class="p">[</span><span class="s1">'Temperature(K)'</span><span class="p">],</span><span class="n">O</span><span class="p">[</span><span class="s1">'Star_type'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"O"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">A</span><span class="p">[</span><span class="s1">'Temperature(K)'</span><span class="p">],</span><span class="n">A</span><span class="p">[</span><span class="s1">'Star_type'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"A"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">F</span><span class="p">[</span><span class="s1">'Temperature(K)'</span><span class="p">],</span><span class="n">F</span><span class="p">[</span><span class="s1">'Star_type'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"F"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">K</span><span class="p">[</span><span class="s1">'Temperature(K)'</span><span class="p">],</span><span class="n">K</span><span class="p">[</span><span class="s1">'Star_type'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"K"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">G</span><span class="p">[</span><span class="s1">'Temperature(K)'</span><span class="p">],</span><span class="n">G</span><span class="p">[</span><span class="s1">'Star_type'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"G"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">loc</span> <span class="o">=</span> <span class="s1">'lower right'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt"></div>
+
+
+
+
+<div class="output_png output_subarea ">
+<img src="data:image/png;base64,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
+"
+>
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [22]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span> <span class="o">=</span> <span class="p">(</span><span class="mi">15</span><span class="p">,</span><span class="mi">10</span><span class="p">))</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">121</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">'Radio(R/Ro) VS Magnitud absoluta(Mv)</span><span class="se">\n</span><span class="s1"> para cada clase espectral</span><span class="se">\n</span><span class="s1"> '</span><span class="p">,</span> <span class="n">fontsize</span> <span class="o">=</span> <span class="mi">12</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">'Magnitud absoluta (Mv)'</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">12</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">'Radio(R/Ro)'</span><span class="p">,</span> <span class="n">fontsize</span> <span class="o">=</span> <span class="mi">12</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">yscale</span><span class="p">(</span><span class="s1">'log'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">M</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">M</span><span class="p">[</span><span class="s1">'Radius(R/Ro)'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"M"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">B</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">B</span><span class="p">[</span><span class="s1">'Radius(R/Ro)'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"B"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">O</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">O</span><span class="p">[</span><span class="s1">'Radius(R/Ro)'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"O"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">A</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">A</span><span class="p">[</span><span class="s1">'Radius(R/Ro)'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"A"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">F</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">F</span><span class="p">[</span><span class="s1">'Radius(R/Ro)'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"F"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">K</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">K</span><span class="p">[</span><span class="s1">'Radius(R/Ro)'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"K"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">G</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">G</span><span class="p">[</span><span class="s1">'Radius(R/Ro)'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"G"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">loc</span> <span class="o">=</span> <span class="s1">'upper right'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">122</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">'Luminosidad(L/Lo) VS Magnitud absoluta(Mv)</span><span class="se">\n</span><span class="s1"> para cada clase espectral</span><span class="se">\n</span><span class="s1">'</span><span class="p">,</span> <span class="n">fontsize</span> <span class="o">=</span> <span class="mi">12</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">'Magnitud absoluta (Mv)'</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">12</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">'Luminosidad ($L_</span><span class="si">{Sol}</span><span class="s1">$)'</span><span class="p">,</span> <span class="n">fontsize</span> <span class="o">=</span> <span class="mi">12</span><span class="p">,</span> <span class="n">fontweight</span> <span class="o">=</span> <span class="s1">'bold'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">yscale</span><span class="p">(</span><span class="s1">'log'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">M</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">M</span><span class="p">[</span><span class="s1">'Luminosity(L/Lo)'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"M"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">B</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">B</span><span class="p">[</span><span class="s1">'Luminosity(L/Lo)'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"B"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">O</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">O</span><span class="p">[</span><span class="s1">'Luminosity(L/Lo)'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"O"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">A</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">A</span><span class="p">[</span><span class="s1">'Luminosity(L/Lo)'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"A"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">F</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">F</span><span class="p">[</span><span class="s1">'Luminosity(L/Lo)'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"F"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">K</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">K</span><span class="p">[</span><span class="s1">'Luminosity(L/Lo)'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"K"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span> <span class="n">G</span><span class="p">[</span><span class="s1">'Absolute_magnitude(Mv)'</span><span class="p">],</span><span class="n">G</span><span class="p">[</span><span class="s1">'Luminosity(L/Lo)'</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="s2">"G"</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">loc</span> <span class="o">=</span> <span class="s1">'upper right'</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt"></div>
+
+
+
+
+<div class="output_png output_subarea ">
+<img src="data:image/png;base64,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
+"
+>
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h2 id="Algunas-conclusiones:">Algunas conclusiones:<a class="anchor-link" href="#Algunas-conclusiones:">¶</a></h2><h4 id="Luego-de-instalar-la-maquina-virtual-de-Atlas-Open-Data-ubuntu-2020-v4-y-usarla-a-través-de-Oracle-VM-VirtualBox,-fue-posible-estudiar-estadísticamente-a-las-estrellas-y-sus-correspondientes-radios,-magnitudes-absolutas,-temperaturas-y-luminosidades-usando-pandas-y-ROOT.">Luego de instalar la maquina virtual de Atlas-Open-Data-ubuntu-2020-v4 y usarla a través de Oracle VM VirtualBox, fue posible estudiar estadísticamente a las estrellas y sus correspondientes radios, magnitudes absolutas, temperaturas y luminosidades usando pandas y ROOT.<a class="anchor-link" href="#Luego-de-instalar-la-maquina-virtual-de-Atlas-Open-Data-ubuntu-2020-v4-y-usarla-a-través-de-Oracle-VM-VirtualBox,-fue-posible-estudiar-estadísticamente-a-las-estrellas-y-sus-correspondientes-radios,-magnitudes-absolutas,-temperaturas-y-luminosidades-usando-pandas-y-ROOT.">¶</a></h4><h4 id="Se-logró-evidenciar-que-hay-igual-cantidad-de-estrellas-de-cada-tipo-en-la-base-de-datos,-mientras-que-la-mayoría-de-las-estrellas-pertenecen-a-la-clase-espectral-M.-También-fue-posible-deducir-que-la-mayoría-de-estas-estrellas-tienen-una-luminosidad-entre-0-L/Lo-y-100000-L/Lo,-un-radio-entre-0-R/Ro-y-321.3-R/Ro.-Y-adicionalmente-se-concluye-que-la-mitad-de-las-estrellas-tienen-una-temperatura-entre-0-K-y-5000-K.">Se logró evidenciar que hay igual cantidad de estrellas de cada tipo en la base de datos, mientras que la mayoría de las estrellas pertenecen a la clase espectral M. También fue posible deducir que la mayoría de estas estrellas tienen una luminosidad entre 0 L/Lo y 100000 L/Lo, un radio entre 0 R/Ro y 321.3 R/Ro. Y adicionalmente se concluye que la mitad de las estrellas tienen una temperatura entre 0 K y 5000 K.<a class="anchor-link" href="#Se-logró-evidenciar-que-hay-igual-cantidad-de-estrellas-de-cada-tipo-en-la-base-de-datos,-mientras-que-la-mayoría-de-las-estrellas-pertenecen-a-la-clase-espectral-M.-También-fue-posible-deducir-que-la-mayoría-de-estas-estrellas-tienen-una-luminosidad-entre-0-L/Lo-y-100000-L/Lo,-un-radio-entre-0-R/Ro-y-321.3-R/Ro.-Y-adicionalmente-se-concluye-que-la-mitad-de-las-estrellas-tienen-una-temperatura-entre-0-K-y-5000-K.">¶</a></h4><h4 id="Se-logró-gráficar-y-evidenciar-las-respuestas-de-tendencia-del-Diagrama-Hertzsprung---Russell-para-diferentes-tipos-de-estrella-de-distintas-clases-espectrales.">Se logró gráficar y evidenciar las respuestas de tendencia del Diagrama Hertzsprung - Russell para diferentes tipos de estrella de distintas clases espectrales.<a class="anchor-link" href="#Se-logró-gráficar-y-evidenciar-las-respuestas-de-tendencia-del-Diagrama-Hertzsprung---Russell-para-diferentes-tipos-de-estrella-de-distintas-clases-espectrales.">¶</a></h4><h4 id="La-base-de-datos-en-formato-.root-es-bastante-útil-para-un-análisis-estadístico-rápido-y-sencillo,-además-de-que-con-su-output-interactivo-se-logra-reconocer-cada-región-en-detalle-de-los-plots.">La base de datos en formato .root es bastante útil para un análisis estadístico rápido y sencillo, además de que con su output interactivo se logra reconocer cada región en detalle de los plots.<a class="anchor-link" href="#La-base-de-datos-en-formato-.root-es-bastante-útil-para-un-análisis-estadístico-rápido-y-sencillo,-además-de-que-con-su-output-interactivo-se-logra-reconocer-cada-región-en-detalle-de-los-plots.">¶</a></h4><h4 id="Manipular-los-datos-en-formato-.csv-también-tiene-sus-beneficios,-cómo-el-análisis-de-correlación-de-variables-el-cuál-sugiere-de-manera-rápida-qué-combinaciones-de-tendencias-estudiar.">Manipular los datos en formato .csv también tiene sus beneficios, cómo el análisis de correlación de variables el cuál sugiere de manera rápida qué combinaciones de tendencias estudiar.<a class="anchor-link" href="#Manipular-los-datos-en-formato-.csv-también-tiene-sus-beneficios,-cómo-el-análisis-de-correlación-de-variables-el-cuál-sugiere-de-manera-rápida-qué-combinaciones-de-tendencias-estudiar.">¶</a></h4>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [ ]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+</div>
+ </div>
+ </div>
+</body>
+
+
+
+
+</html>
diff --git a/codigo/analisis_data_csv_and_root.ipynb b/codigo/analisis_data_csv_and_root.ipynb
new file mode 100644
index 0000000..b9afba0
--- /dev/null
+++ b/codigo/analisis_data_csv_and_root.ipynb
@@ -0,0 +1,1036 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# José Miguel Ladino Méndez - MaestrÃa en Ciencias AstronomÃa - UNAL\n",
+ "# LACoNGA Physics - Ciencia de Datos - Tarea-Clase-08-datos"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Documento de análisis de los datos .csv y .root\n",
+ "\n",
+ "## Realizado desde la maquina virtual de Atlas-Open-Data-ubuntu-2020-v4 a través de Oracle VM VirtualBox.\n",
+ "\n",
+ "#### Datos .csv con las temperaturas, las luminosidades, los radios, las magnitudes absolutas, los tipos, los colores y las correspondientes clasificaciónes espectrales de 240 estrellas ([base de datos de Kaggle]). \n",
+ "\n",
+ "[base de datos de Kaggle]: https://www.kaggle.com/deepu1109/star-dataset?select=6+class+csv.csv"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Welcome to JupyROOT 6.18/04\n"
+ ]
+ }
+ ],
+ "source": [
+ "import pandas as pd #importando librerÃas\n",
+ "import numpy as np\n",
+ "import ROOT"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%jsroot on"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div>\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
+ " }\n",
+ "\n",
+ " .dataframe tbody tr th {\n",
+ " vertical-align: top;\n",
+ " }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
+ "</style>\n",
+ "<table border=\"1\" class=\"dataframe\">\n",
+ " <thead>\n",
+ " <tr style=\"text-align: right;\">\n",
+ " <th></th>\n",
+ " <th>Temperature(K)</th>\n",
+ " <th>Luminosity(L/Lo)</th>\n",
+ " <th>Radius(R/Ro)</th>\n",
+ " <th>Absolute_magnitude(Mv)</th>\n",
+ " <th>Star_type</th>\n",
+ " <th>Star_color</th>\n",
+ " <th>Spectral_Class</th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " <tr>\n",
+ " <th>0</th>\n",
+ " <td>3068</td>\n",
+ " <td>0.002400</td>\n",
+ " <td>0.1700</td>\n",
+ " <td>16.12</td>\n",
+ " <td>0</td>\n",
+ " <td>Red</td>\n",
+ " <td>M</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>1</th>\n",
+ " <td>3042</td>\n",
+ " <td>0.000500</td>\n",
+ " <td>0.1542</td>\n",
+ " <td>16.60</td>\n",
+ " <td>0</td>\n",
+ " <td>Red</td>\n",
+ " <td>M</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>2</th>\n",
+ " <td>2600</td>\n",
+ " <td>0.000300</td>\n",
+ " <td>0.1020</td>\n",
+ " <td>18.70</td>\n",
+ " <td>0</td>\n",
+ " <td>Red</td>\n",
+ " <td>M</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>3</th>\n",
+ " <td>2800</td>\n",
+ " <td>0.000200</td>\n",
+ " <td>0.1600</td>\n",
+ " <td>16.65</td>\n",
+ " <td>0</td>\n",
+ " <td>Red</td>\n",
+ " <td>M</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>4</th>\n",
+ " <td>1939</td>\n",
+ " <td>0.000138</td>\n",
+ " <td>0.1030</td>\n",
+ " <td>20.06</td>\n",
+ " <td>0</td>\n",
+ " <td>Red</td>\n",
+ " <td>M</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>...</th>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>235</th>\n",
+ " <td>38940</td>\n",
+ " <td>374830.000000</td>\n",
+ " <td>1356.0000</td>\n",
+ " <td>-9.93</td>\n",
+ " <td>5</td>\n",
+ " <td>Blue</td>\n",
+ " <td>O</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>236</th>\n",
+ " <td>30839</td>\n",
+ " <td>834042.000000</td>\n",
+ " <td>1194.0000</td>\n",
+ " <td>-10.63</td>\n",
+ " <td>5</td>\n",
+ " <td>Blue</td>\n",
+ " <td>O</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>237</th>\n",
+ " <td>8829</td>\n",
+ " <td>537493.000000</td>\n",
+ " <td>1423.0000</td>\n",
+ " <td>-10.73</td>\n",
+ " <td>5</td>\n",
+ " <td>White</td>\n",
+ " <td>A</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>238</th>\n",
+ " <td>9235</td>\n",
+ " <td>404940.000000</td>\n",
+ " <td>1112.0000</td>\n",
+ " <td>-11.23</td>\n",
+ " <td>5</td>\n",
+ " <td>White</td>\n",
+ " <td>A</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>239</th>\n",
+ " <td>37882</td>\n",
+ " <td>294903.000000</td>\n",
+ " <td>1783.0000</td>\n",
+ " <td>-7.80</td>\n",
+ " <td>5</td>\n",
+ " <td>Blue</td>\n",
+ " <td>O</td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ "</table>\n",
+ "<p>240 rows × 7 columns</p>\n",
+ "</div>"
+ ],
+ "text/plain": [
+ " Temperature(K) Luminosity(L/Lo) Radius(R/Ro) Absolute_magnitude(Mv) \\\n",
+ "0 3068 0.002400 0.1700 16.12 \n",
+ "1 3042 0.000500 0.1542 16.60 \n",
+ "2 2600 0.000300 0.1020 18.70 \n",
+ "3 2800 0.000200 0.1600 16.65 \n",
+ "4 1939 0.000138 0.1030 20.06 \n",
+ ".. ... ... ... ... \n",
+ "235 38940 374830.000000 1356.0000 -9.93 \n",
+ "236 30839 834042.000000 1194.0000 -10.63 \n",
+ "237 8829 537493.000000 1423.0000 -10.73 \n",
+ "238 9235 404940.000000 1112.0000 -11.23 \n",
+ "239 37882 294903.000000 1783.0000 -7.80 \n",
+ "\n",
+ " Star_type Star_color Spectral_Class \n",
+ "0 0 Red M \n",
+ "1 0 Red M \n",
+ "2 0 Red M \n",
+ "3 0 Red M \n",
+ "4 0 Red M \n",
+ ".. ... ... ... \n",
+ "235 5 Blue O \n",
+ "236 5 Blue O \n",
+ "237 5 White A \n",
+ "238 5 White A \n",
+ "239 5 Blue O \n",
+ "\n",
+ "[240 rows x 7 columns]"
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "stars= pd.read_csv('../data-used/stars.csv') #leyendo el .csv con pandas\n",
+ "stars"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ " ### Convention:\n",
+ " #### Brown Dwarf -> Star Type = 0\n",
+ " #### Red Dwarf -> Star Type = 1\n",
+ " #### White Dwarf-> Star Type = 2\n",
+ " #### Main Sequence -> Star Type = 3\n",
+ " #### Supergiant -> Star Type = 4\n",
+ " #### Hypergiant -> Star Type = 5\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Para poder convertir el archivo .csv correctamente a .root, es necesario modificar el .csv,"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "stars.replace(',','_', regex=True, inplace=True) #remplazar , por _\n",
+ "stars.replace(' ','_', regex=True, inplace=True) #remplazar espacios por _\n",
+ "\n",
+ "#pandas, \n",
+ "\n",
+ "stars = stars.reset_index(drop=True) \n",
+ "stars = stars.dropna()\n",
+ "stars.to_csv('../codigo/starsmod.csv')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Luego de convertir el .csv a .root en el archivo convert_csv_to_root.ipynb"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "starsmod = ROOT.TFile.Open(\"../codigo/starsmod.root\") #abriendo data en formato .root"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Histograma para las magnitudes absolutas de las estrellas\n",
+ "\n",
+ "#### La magnitud absoluta M es la magnitud convencional que tendrÃa la estrella si su distancia fuese llevada a 10pc ([Definición]).\n",
+ "\n",
+ "[Definición]: https://media4.obspm.fr/public/VAU/temperatura/radiacion/luminosidad/magnitud-absoluta/APPRENDRE.html"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "240"
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "tree = starsmod.Get(\"ntuple\") #obteniendo data\n",
+ "tree\n",
+ "tree.GetEntries() #número de filas"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "<div id=\"root_plot_1\"\n",
+ " style=\"width: 796px; height: 572px\">\n",
+ "</div>\n",
+ "\n",
+ "<script>\n",
+ " requirejs.config({\n",
+ " paths: {\n",
+ " 'JSRootCore' : 'https://root.cern.ch/js/notebook//scripts/JSRootCore',\n",
+ " }\n",
+ " });\n",
+ " require(['JSRootCore'],\n",
+ " function(Core) {\n",
+ " var obj = Core.JSONR_unref({\"_typename\":\"TCanvas\",\"fUniqueID\":0,\"fBits\":53673992,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":0,\"fFillStyle\":1001,\"fLeftMargin\":0.1,\"fRightMargin\":0.1,\"fBottomMargin\":0.1,\"fTopMargin\":0.1,\"fXfile\":2,\"fYfile\":2,\"fAfile\":1,\"fXstat\":0.99,\"fYstat\":0.99,\"fAstat\":2,\"fFrameFillColor\":0,\"fFrameLineColor\":1,\"fFrameFillStyle\":1001,\"fFrameLineStyle\":1,\"fFrameLineWidth\":1,\"fFrameBorderSize\":1,\"fFrameBorderMode\":0,\"fX1\":-20.2500003911555,\"fY1\":-10.500000782311,\"fX2\":32.2500003911555,\"fY2\":94.500000782311,\"fXtoAbsPixelk\":307.028622784151,\"fXtoPixelk\":307.028622784151,\"fXtoPixel\":15.1619045359748,\"fYtoAbsPixelk\":514.800046590614,\"fYtoPixelk\":514.800046590614,\"fYtoPixel\":-5.4476189664432,\"fUtoAbsPixelk\":5e-5,\"fUtoPixelk\":5e-5,\"fUtoPixel\":796,\"fVtoAbsPixelk\":572.00005,\"fVtoPixelk\":572,\"fVtoPixel\":-572,\"fAbsPixeltoXk\":-20.2500003911555,\"fPixeltoXk\":-20.2500003911555,\"fPixeltoX\":0.0659547748521495,\"fAbsPixeltoYk\":94.500000782311,\"fPixeltoYk\":-10.500000782311,\"fPixeltoY\":-0.183566436301787,\"fXlowNDC\":0,\"fYlowNDC\":0,\"fXUpNDC\":0,\"fYUpNDC\":0,\"fWNDC\":1,\"fHNDC\":1,\"fAbsXlowNDC\":0,\"fAbsYlowNDC\":0,\"fAbsWNDC\":1,\"fAbsHNDC\":1,\"fUxmin\":-15,\"fUymin\":0,\"fUxmax\":27,\"fUymax\":84,\"fTheta\":30,\"fPhi\":30,\"fAspectRatio\":0,\"fNumber\":0,\"fTickx\":0,\"fTicky\":0,\"fLogx\":0,\"fLogy\":0,\"fLogz\":0,\"fPadPaint\":0,\"fCrosshair\":0,\"fCrosshairPos\":0,\"fBorderSize\":2,\"fBorderMode\":0,\"fModified\":false,\"fGridx\":false,\"fGridy\":false,\"fAbsCoord\":false,\"fEditable\":true,\"fFixedAspectRatio\":false,\"fPrimitives\":{\"_typename\":\"TList\",\"name\":\"TList\",\"arr\":[{\"_typename\":\"TFrame\",\"fUniqueID\":0,\"fBits\":50331656,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":0,\"fFillStyle\":1001,\"fX1\":-15,\"fY1\":0,\"fX2\":27,\"fY2\":84,\"fBorderSize\":1,\"fBorderMode\":0},{\"_typename\":\"TH1F\",\"fUniqueID\":0,\"fBits\":50331656,\"fName\":\"Magnitud absoluta(Mv)\",\"fTitle\":\"Magnitud absoluta de las estrellas\",\"fLineColor\":602,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":1,\"fFillStyle\":1001,\"fMarkerColor\":1,\"fMarkerStyle\":1,\"fMarkerSize\":1,\"fNcells\":9,\"fXaxis\":{\"_typename\":\"TAxis\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"xaxis\",\"fTitle\":\" Intervalos de magnitud absoluta (Mv) \",\"fNdivisions\":510,\"fAxisColor\":1,\"fLabelColor\":1,\"fLabelFont\":42,\"fLabelOffset\":0.005,\"fLabelSize\":0.035,\"fTickLength\":0.03,\"fTitleOffset\":1,\"fTitleSize\":0.035,\"fTitleColor\":1,\"fTitleFont\":42,\"fNbins\":7,\"fXmin\":-15,\"fXmax\":27,\"fXbins\":[],\"fFirst\":0,\"fLast\":0,\"fBits2\":0,\"fTimeDisplay\":false,\"fTimeFormat\":\"\",\"fLabels\":null,\"fModLabs\":null},\"fYaxis\":{\"_typename\":\"TAxis\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"yaxis\",\"fTitle\":\" Numero de estrellas \",\"fNdivisions\":510,\"fAxisColor\":1,\"fLabelColor\":1,\"fLabelFont\":42,\"fLabelOffset\":0.005,\"fLabelSize\":0.035,\"fTickLength\":0.03,\"fTitleOffset\":0,\"fTitleSize\":0.035,\"fTitleColor\":1,\"fTitleFont\":42,\"fNbins\":1,\"fXmin\":0,\"fXmax\":1,\"fXbins\":[],\"fFirst\":0,\"fLast\":0,\"fBits2\":0,\"fTimeDisplay\":false,\"fTimeFormat\":\"\",\"fLabels\":null,\"fModLabs\":null},\"fZaxis\":{\"_typename\":\"TAxis\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"zaxis\",\"fTitle\":\"\",\"fNdivisions\":510,\"fAxisColor\":1,\"fLabelColor\":1,\"fLabelFont\":42,\"fLabelOffset\":0.005,\"fLabelSize\":0.035,\"fTickLength\":0.03,\"fTitleOffset\":1,\"fTitleSize\":0.035,\"fTitleColor\":1,\"fTitleFont\":42,\"fNbins\":1,\"fXmin\":0,\"fXmax\":1,\"fXbins\":[],\"fFirst\":0,\"fLast\":0,\"fBits2\":0,\"fTimeDisplay\":false,\"fTimeFormat\":\"\",\"fLabels\":null,\"fModLabs\":null},\"fBarOffset\":0,\"fBarWidth\":1000,\"fEntries\":240,\"fTsumw\":240,\"fTsumw2\":240,\"fTsumwx\":1051.77499762923,\"fTsumwx2\":31122.4762852537,\"fMaximum\":-1111,\"fMinimum\":-1111,\"fNormFactor\":0,\"fContour\":[],\"fSumw2\":[],\"fOption\":\"\",\"fFunctions\":{\"_typename\":\"TList\",\"name\":\"TList\",\"arr\":[{\"_typename\":\"TPaveStats\",\"fUniqueID\":0,\"fBits\":50331657,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":0,\"fFillStyle\":1001,\"fX1\":20.7000010639429,\"fY1\":70.8750010561198,\"fX2\":31.2000013768673,\"fY2\":87.6750009309501,\"fX1NDC\":0.780000016093254,\"fY1NDC\":0.775000005960464,\"fX2NDC\":0.980000019073486,\"fY2NDC\":0.935000002384186,\"fBorderSize\":1,\"fInit\":1,\"fShadowColor\":1,\"fCornerRadius\":0,\"fOption\":\"brNDC\",\"fName\":\"stats\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":12,\"fTextColor\":1,\"fTextFont\":42,\"fLabel\":\"\",\"fLongest\":21,\"fMargin\":0.05,\"fLines\":{\"_typename\":\"TList\",\"name\":\"TList\",\"arr\":[{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Magnitud absoluta(Mv)\",\"fTextAngle\":0,\"fTextSize\":0.0368,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.0368000008165836},{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Entries = 240 \",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.04},{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Mean = 4.382\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.04},{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Std Dev = 10.51\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.04}],\"opt\":[\"\",\"\",\"\",\"\"]},\"fOptFit\":0,\"fOptStat\":1111,\"fFitFormat\":\"5.4g\",\"fStatFormat\":\"6.4g\",\"fParent\":{\"$ref\":3}}],\"opt\":[\"brNDC\"]},\"fBufferSize\":0,\"fBuffer\":[],\"fBinStatErrOpt\":0,\"fStatOverflows\":2,\"fArray\":[0,26,68,18,8,80,40,0,0]},{\"_typename\":\"TPaveText\",\"fUniqueID\":0,\"fBits\":50331657,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":0,\"fFillStyle\":0,\"fX1\":-10.0903268729304,\"fY1\":87.5868892918647,\"fX2\":22.0903268729304,\"fY2\":93.9750012751669,\"fX1NDC\":0.193517587939699,\"fY1NDC\":0.934160843929211,\"fX2NDC\":0.806482412060301,\"fY2NDC\":0.995000004768372,\"fBorderSize\":0,\"fInit\":1,\"fShadowColor\":1,\"fCornerRadius\":0,\"fOption\":\"blNDC\",\"fName\":\"title\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":22,\"fTextColor\":1,\"fTextFont\":42,\"fLabel\":\"\",\"fLongest\":34,\"fMargin\":0.05,\"fLines\":{\"_typename\":\"TList\",\"name\":\"TList\",\"arr\":[{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Magnitud absoluta de las estrellas\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.0517132878303528}],\"opt\":[\"\"]}}],\"opt\":[\"\",\"\",\"blNDC\"]},\"fExecs\":null,\"fName\":\"Canvas\",\"fTitle\":\"Magnitud absoluta(Mv)\",\"fNumPaletteColor\":0,\"fNextPaletteColor\":0,\"fDISPLAY\":\"$DISPLAY\",\"fDoubleBuffer\":0,\"fRetained\":true,\"fXsizeUser\":0,\"fYsizeUser\":0,\"fXsizeReal\":20,\"fYsizeReal\":15,\"fWindowTopX\":0,\"fWindowTopY\":0,\"fWindowWidth\":0,\"fWindowHeight\":0,\"fCw\":796,\"fCh\":572,\"fCatt\":{\"_typename\":\"TAttCanvas\",\"fXBetween\":2,\"fYBetween\":2,\"fTitleFromTop\":1.2,\"fXdate\":0.2,\"fYdate\":0.3,\"fAdate\":1},\"kMoveOpaque\":true,\"kResizeOpaque\":true,\"fHighLightColor\":2,\"fBatch\":true,\"kShowEventStatus\":false,\"kAutoExec\":true,\"kMenuBar\":true});\n",
+ " Core.draw(\"root_plot_1\", obj, \"\");\n",
+ " }\n",
+ " );\n",
+ "</script>\n"
+ ],
+ "text/plain": [
+ "<IPython.core.display.HTML object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "canvas = ROOT.TCanvas(\"Canvas\",\"Magnitud absoluta(Mv)\",800,600)\n",
+ "hist = ROOT.TH1F(\"Magnitud absoluta(Mv)\",\n",
+ " \"Magnitud absoluta de las estrellas; Intervalos de magnitud absoluta (Mv) ; Numero de estrellas \",\n",
+ " 7,-15,27)\n",
+ " \n",
+ "for event in tree:\n",
+ " hist.Fill(tree.Absolute_magnitude)\n",
+ " \n",
+ "hist.SetFillColor(1)\n",
+ "hist.Draw()\n",
+ "canvas.Draw()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "33.333333333333336"
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "80*100/240"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "#### Un 33.3% de las estrellas tienen una magnitud absoluta entre 9 Mv a 15 Mv."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Histograma para las temperaturas de las estrellas"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "<div id=\"root_plot_2\"\n",
+ " style=\"width: 796px; height: 572px\">\n",
+ "</div>\n",
+ "\n",
+ "<script>\n",
+ " requirejs.config({\n",
+ " paths: {\n",
+ " 'JSRootCore' : 'https://root.cern.ch/js/notebook//scripts/JSRootCore',\n",
+ " }\n",
+ " });\n",
+ " require(['JSRootCore'],\n",
+ " function(Core) {\n",
+ " var obj = Core.JSONR_unref({\"_typename\":\"TCanvas\",\"fUniqueID\":0,\"fBits\":53673992,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":0,\"fFillStyle\":1001,\"fLeftMargin\":0.1,\"fRightMargin\":0.1,\"fBottomMargin\":0.1,\"fTopMargin\":0.1,\"fXfile\":2,\"fYfile\":2,\"fAfile\":1,\"fXstat\":0.99,\"fYstat\":0.99,\"fAstat\":2,\"fFrameFillColor\":0,\"fFrameLineColor\":1,\"fFrameFillStyle\":1001,\"fFrameLineStyle\":1,\"fFrameLineWidth\":1,\"fFrameBorderSize\":1,\"fFrameBorderMode\":0,\"fX1\":-5061.25037709253,\"fY1\":0.317485264779567,\"fX2\":45551.2503770925,\"fY2\":2.58331292543279,\"fXtoAbsPixelk\":79.6000547445299,\"fXtoPixelk\":79.6000547445299,\"fXtoPixel\":0.0157273398496157,\"fYtoAbsPixelk\":652.148057109048,\"fYtoPixelk\":652.148057109048,\"fYtoPixel\":-252.446384132806,\"fUtoAbsPixelk\":5e-5,\"fUtoPixelk\":5e-5,\"fUtoPixel\":796,\"fVtoAbsPixelk\":572.00005,\"fVtoPixelk\":572,\"fVtoPixel\":-572,\"fAbsPixeltoXk\":-5061.25037709253,\"fPixeltoXk\":-5061.25037709253,\"fPixeltoX\":63.5835436610365,\"fAbsPixeltoYk\":2.58331292543279,\"fPixeltoYk\":0.317485264779567,\"fPixeltoY\":-0.00396123716897417,\"fXlowNDC\":0,\"fYlowNDC\":0,\"fXUpNDC\":0,\"fYUpNDC\":0,\"fWNDC\":1,\"fHNDC\":1,\"fAbsXlowNDC\":0,\"fAbsYlowNDC\":0,\"fAbsWNDC\":1,\"fAbsHNDC\":1,\"fUxmin\":0,\"fUymin\":0.544068044350276,\"fUxmax\":40490,\"fUymax\":2.35673014586208,\"fTheta\":30,\"fPhi\":30,\"fAspectRatio\":0,\"fNumber\":0,\"fTickx\":0,\"fTicky\":0,\"fLogx\":0,\"fLogy\":1,\"fLogz\":0,\"fPadPaint\":0,\"fCrosshair\":0,\"fCrosshairPos\":0,\"fBorderSize\":2,\"fBorderMode\":0,\"fModified\":false,\"fGridx\":false,\"fGridy\":false,\"fAbsCoord\":false,\"fEditable\":true,\"fFixedAspectRatio\":false,\"fPrimitives\":{\"_typename\":\"TList\",\"name\":\"TList\",\"arr\":[{\"_typename\":\"TFrame\",\"fUniqueID\":0,\"fBits\":50331656,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":0,\"fFillStyle\":1001,\"fX1\":0,\"fY1\":0.544068044350276,\"fX2\":40490,\"fY2\":2.35673014586208,\"fBorderSize\":1,\"fBorderMode\":0},{\"_typename\":\"TH1F\",\"fUniqueID\":0,\"fBits\":50331656,\"fName\":\"Temperatura(K)\",\"fTitle\":\"Temperatura de las estrellas\",\"fLineColor\":602,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":2,\"fFillStyle\":1001,\"fMarkerColor\":1,\"fMarkerStyle\":1,\"fMarkerSize\":1,\"fNcells\":9,\"fXaxis\":{\"_typename\":\"TAxis\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"xaxis\",\"fTitle\":\" Intervalos de Temperatura (K) \",\"fNdivisions\":510,\"fAxisColor\":1,\"fLabelColor\":1,\"fLabelFont\":42,\"fLabelOffset\":0.005,\"fLabelSize\":0.035,\"fTickLength\":0.03,\"fTitleOffset\":1,\"fTitleSize\":0.035,\"fTitleColor\":1,\"fTitleFont\":42,\"fNbins\":7,\"fXmin\":0,\"fXmax\":40490,\"fXbins\":[],\"fFirst\":0,\"fLast\":0,\"fBits2\":0,\"fTimeDisplay\":false,\"fTimeFormat\":\"\",\"fLabels\":null,\"fModLabs\":null},\"fYaxis\":{\"_typename\":\"TAxis\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"yaxis\",\"fTitle\":\" Numero de estrellas \",\"fNdivisions\":510,\"fAxisColor\":1,\"fLabelColor\":1,\"fLabelFont\":42,\"fLabelOffset\":0.005,\"fLabelSize\":0.035,\"fTickLength\":0.03,\"fTitleOffset\":0,\"fTitleSize\":0.035,\"fTitleColor\":1,\"fTitleFont\":42,\"fNbins\":1,\"fXmin\":0,\"fXmax\":1,\"fXbins\":[],\"fFirst\":0,\"fLast\":0,\"fBits2\":0,\"fTimeDisplay\":false,\"fTimeFormat\":\"\",\"fLabels\":null,\"fModLabs\":null},\"fZaxis\":{\"_typename\":\"TAxis\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"zaxis\",\"fTitle\":\"\",\"fNdivisions\":510,\"fAxisColor\":1,\"fLabelColor\":1,\"fLabelFont\":42,\"fLabelOffset\":0.005,\"fLabelSize\":0.035,\"fTickLength\":0.03,\"fTitleOffset\":1,\"fTitleSize\":0.035,\"fTitleColor\":1,\"fTitleFont\":42,\"fNbins\":1,\"fXmin\":0,\"fXmax\":1,\"fXbins\":[],\"fFirst\":0,\"fLast\":0,\"fBits2\":0,\"fTimeDisplay\":false,\"fTimeFormat\":\"\",\"fLabels\":null,\"fModLabs\":null},\"fBarOffset\":0,\"fBarWidth\":1000,\"fEntries\":240,\"fTsumw\":240,\"fTsumw2\":240,\"fTsumwx\":2519391,\"fTsumwx2\":48255681503,\"fMaximum\":-1111,\"fMinimum\":-1111,\"fNormFactor\":0,\"fContour\":[],\"fSumw2\":[],\"fOption\":\"\",\"fFunctions\":{\"_typename\":\"TList\",\"name\":\"TList\",\"arr\":[{\"_typename\":\"TPaveStats\",\"fUniqueID\":0,\"fBits\":50331657,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":0,\"fFillStyle\":1001,\"fX1\":34416.5010256917,\"fY1\":2.0735017152912,\"fX2\":44539.0013273657,\"fY2\":2.43603413289249,\"fX1NDC\":0.780000016093254,\"fY1NDC\":0.775000005960464,\"fX2NDC\":0.980000019073486,\"fY2NDC\":0.935000002384186,\"fBorderSize\":1,\"fInit\":1,\"fShadowColor\":1,\"fCornerRadius\":0,\"fOption\":\"brNDC\",\"fName\":\"stats\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":12,\"fTextColor\":1,\"fTextFont\":42,\"fLabel\":\"\",\"fLongest\":18,\"fMargin\":0.05,\"fLines\":{\"_typename\":\"TList\",\"name\":\"TList\",\"arr\":[{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Temperatura(K)\",\"fTextAngle\":0,\"fTextSize\":0.0368,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.0368000008165836},{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Entries = 240 \",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.04},{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Mean = 1.05e+04\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.04},{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Std Dev = 9533\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.04}],\"opt\":[\"\",\"\",\"\",\"\"]},\"fOptFit\":0,\"fOptStat\":1111,\"fFitFormat\":\"5.4g\",\"fStatFormat\":\"6.4g\",\"fParent\":{\"$ref\":3}}],\"opt\":[\"brNDC\"]},\"fBufferSize\":0,\"fBuffer\":[],\"fBinStatErrOpt\":0,\"fStatOverflows\":2,\"fArray\":[0,120,38,31,20,15,9,7,0]},{\"_typename\":\"TPaveText\",\"fUniqueID\":0,\"fBits\":50331657,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":0,\"fFillStyle\":0,\"fX1\":7308.29220672551,\"fY1\":2.43413274445353,\"fX2\":33181.7077932745,\"fY2\":2.57198379793383,\"fX1NDC\":0.244396984924623,\"fY1NDC\":0.934160843929211,\"fX2NDC\":0.755603015075377,\"fY2NDC\":0.995000004768372,\"fBorderSize\":0,\"fInit\":1,\"fShadowColor\":1,\"fCornerRadius\":0,\"fOption\":\"blNDC\",\"fName\":\"title\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":22,\"fTextColor\":1,\"fTextFont\":42,\"fLabel\":\"\",\"fLongest\":28,\"fMargin\":0.05,\"fLines\":{\"_typename\":\"TList\",\"name\":\"TList\",\"arr\":[{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Temperatura de las estrellas\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.0517132878303528}],\"opt\":[\"\"]}}],\"opt\":[\"\",\"\",\"blNDC\"]},\"fExecs\":null,\"fName\":\"Canvas2\",\"fTitle\":\"Temperatura(K)\",\"fNumPaletteColor\":0,\"fNextPaletteColor\":0,\"fDISPLAY\":\"$DISPLAY\",\"fDoubleBuffer\":0,\"fRetained\":true,\"fXsizeUser\":0,\"fYsizeUser\":0,\"fXsizeReal\":20,\"fYsizeReal\":15,\"fWindowTopX\":0,\"fWindowTopY\":0,\"fWindowWidth\":0,\"fWindowHeight\":0,\"fCw\":796,\"fCh\":572,\"fCatt\":{\"_typename\":\"TAttCanvas\",\"fXBetween\":2,\"fYBetween\":2,\"fTitleFromTop\":1.2,\"fXdate\":0.2,\"fYdate\":0.3,\"fAdate\":1},\"kMoveOpaque\":true,\"kResizeOpaque\":true,\"fHighLightColor\":2,\"fBatch\":true,\"kShowEventStatus\":false,\"kAutoExec\":true,\"kMenuBar\":true});\n",
+ " Core.draw(\"root_plot_2\", obj, \"\");\n",
+ " }\n",
+ " );\n",
+ "</script>\n"
+ ],
+ "text/plain": [
+ "<IPython.core.display.HTML object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "canvas2 = ROOT.TCanvas(\"Canvas2\",\"Temperatura(K)\",800,600)\n",
+ "hist2 = ROOT.TH1F(\"Temperatura(K)\",\n",
+ " \"Temperatura de las estrellas; Intervalos de Temperatura (K) ; Numero de estrellas \",7,0,40490)\n",
+ "\n",
+ "for event in tree:\n",
+ " hist2.Fill(tree.Temperature)\n",
+ " \n",
+ "hist2.SetFillColor(2)\n",
+ "hist2.Draw()\n",
+ "canvas2.SetLogy()\n",
+ "canvas2.Draw()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "50.0"
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "120*100/240"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### El 50% de las estrellas tienen una temperatura entre 0 °K y 5000 °K"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Histograma para las luminosidades de las estrellas\n",
+ "#### La luminosidad es la cantidad de potencia (energÃa por unidad de tiempo) emitida en todas direcciones por un cuerpo celeste [definición].\n",
+ "\n",
+ "[definición]: https://astronomia.fandom.com/wiki/Luminosidad"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "<div id=\"root_plot_3\"\n",
+ " style=\"width: 796px; height: 572px\">\n",
+ "</div>\n",
+ "\n",
+ "<script>\n",
+ " requirejs.config({\n",
+ " paths: {\n",
+ " 'JSRootCore' : 'https://root.cern.ch/js/notebook//scripts/JSRootCore',\n",
+ " }\n",
+ " });\n",
+ " require(['JSRootCore'],\n",
+ " function(Core) {\n",
+ " var obj = Core.JSONR_unref({\"_typename\":\"TCanvas\",\"fUniqueID\":0,\"fBits\":53673992,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":0,\"fFillStyle\":1001,\"fLeftMargin\":0.1,\"fRightMargin\":0.1,\"fBottomMargin\":0.1,\"fTopMargin\":0.1,\"fXfile\":2,\"fYfile\":2,\"fAfile\":1,\"fXstat\":0.99,\"fYstat\":0.99,\"fAstat\":2,\"fFrameFillColor\":0,\"fFrameLineColor\":1,\"fFrameFillStyle\":1001,\"fFrameLineStyle\":1,\"fFrameLineWidth\":1,\"fFrameBorderSize\":1,\"fFrameBorderMode\":0,\"fX1\":-112500.008381904,\"fY1\":-0.112780344379606,\"fX2\":1012500.0083819,\"fY2\":2.77593551779238,\"fXtoAbsPixelk\":79.6000547445299,\"fXtoPixelk\":79.6000547445299,\"fXtoPixel\":7.07555545012156e-4,\"fYtoAbsPixelk\":549.668204272317,\"fYtoPixelk\":549.668204272317,\"fYtoPixel\":-198.011859695305,\"fUtoAbsPixelk\":5e-5,\"fUtoPixelk\":5e-5,\"fUtoPixel\":796,\"fVtoAbsPixelk\":572.00005,\"fVtoPixelk\":572,\"fVtoPixel\":-572,\"fAbsPixeltoXk\":-112500.008381904,\"fPixeltoXk\":-112500.008381904,\"fPixeltoX\":1413.31660397463,\"fAbsPixeltoYk\":2.77593551779238,\"fPixeltoYk\":-0.112780344379606,\"fPixeltoY\":-0.00505020255624472,\"fXlowNDC\":0,\"fYlowNDC\":0,\"fXUpNDC\":0,\"fYUpNDC\":0,\"fWNDC\":1,\"fHNDC\":1,\"fAbsXlowNDC\":0,\"fAbsYlowNDC\":0,\"fAbsWNDC\":1,\"fAbsHNDC\":1,\"fUxmin\":0,\"fUymin\":0.176091259055681,\"fUxmax\":900000,\"fUymax\":2.48706391435709,\"fTheta\":30,\"fPhi\":30,\"fAspectRatio\":0,\"fNumber\":0,\"fTickx\":0,\"fTicky\":0,\"fLogx\":0,\"fLogy\":1,\"fLogz\":0,\"fPadPaint\":0,\"fCrosshair\":0,\"fCrosshairPos\":0,\"fBorderSize\":2,\"fBorderMode\":0,\"fModified\":false,\"fGridx\":false,\"fGridy\":false,\"fAbsCoord\":false,\"fEditable\":true,\"fFixedAspectRatio\":false,\"fPrimitives\":{\"_typename\":\"TList\",\"name\":\"TList\",\"arr\":[{\"_typename\":\"TFrame\",\"fUniqueID\":0,\"fBits\":50331656,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":0,\"fFillStyle\":1001,\"fX1\":0,\"fY1\":0.176091259055681,\"fX2\":900000,\"fY2\":2.48706391435709,\"fBorderSize\":1,\"fBorderMode\":0},{\"_typename\":\"TH1F\",\"fUniqueID\":0,\"fBits\":50331656,\"fName\":\"Luminosidad(L\\/Lo)\",\"fTitle\":\"Luminosidad de las estrellas (L\\/Lo)\",\"fLineColor\":602,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":3,\"fFillStyle\":1001,\"fMarkerColor\":1,\"fMarkerStyle\":1,\"fMarkerSize\":1,\"fNcells\":9,\"fXaxis\":{\"_typename\":\"TAxis\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"xaxis\",\"fTitle\":\" Intervalos de luminosidad (L\\/Lo) \",\"fNdivisions\":510,\"fAxisColor\":1,\"fLabelColor\":1,\"fLabelFont\":42,\"fLabelOffset\":0.005,\"fLabelSize\":0.035,\"fTickLength\":0.03,\"fTitleOffset\":1,\"fTitleSize\":0.035,\"fTitleColor\":1,\"fTitleFont\":42,\"fNbins\":7,\"fXmin\":0,\"fXmax\":900000,\"fXbins\":[],\"fFirst\":0,\"fLast\":0,\"fBits2\":0,\"fTimeDisplay\":false,\"fTimeFormat\":\"\",\"fLabels\":null,\"fModLabs\":null},\"fYaxis\":{\"_typename\":\"TAxis\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"yaxis\",\"fTitle\":\" Numero de estrellas \",\"fNdivisions\":510,\"fAxisColor\":1,\"fLabelColor\":1,\"fLabelFont\":42,\"fLabelOffset\":0.005,\"fLabelSize\":0.035,\"fTickLength\":0.03,\"fTitleOffset\":0,\"fTitleSize\":0.035,\"fTitleColor\":1,\"fTitleFont\":42,\"fNbins\":1,\"fXmin\":0,\"fXmax\":1,\"fXbins\":[],\"fFirst\":0,\"fLast\":0,\"fBits2\":0,\"fTimeDisplay\":false,\"fTimeFormat\":\"\",\"fLabels\":null,\"fModLabs\":null},\"fZaxis\":{\"_typename\":\"TAxis\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"zaxis\",\"fTitle\":\"\",\"fNdivisions\":510,\"fAxisColor\":1,\"fLabelColor\":1,\"fLabelFont\":42,\"fLabelOffset\":0.005,\"fLabelSize\":0.035,\"fTickLength\":0.03,\"fTitleOffset\":1,\"fTitleSize\":0.035,\"fTitleColor\":1,\"fTitleFont\":42,\"fNbins\":1,\"fXmin\":0,\"fXmax\":1,\"fXbins\":[],\"fFirst\":0,\"fLast\":0,\"fBits2\":0,\"fTimeDisplay\":false,\"fTimeFormat\":\"\",\"fLabels\":null,\"fModLabs\":null},\"fBarOffset\":0,\"fBarWidth\":1000,\"fEntries\":240,\"fTsumw\":240,\"fTsumw2\":240,\"fTsumwx\":25725206.7923058,\"fTsumwx2\":10452270164082.9,\"fMaximum\":-1111,\"fMinimum\":-1111,\"fNormFactor\":0,\"fContour\":[],\"fSumw2\":[],\"fOption\":\"\",\"fFunctions\":{\"_typename\":\"TList\",\"name\":\"TList\",\"arr\":[{\"_typename\":\"TPaveStats\",\"fUniqueID\":0,\"fBits\":50331657,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":0,\"fFillStyle\":1001,\"fX1\":765000.022798777,\"fY1\":2.12597446602177,\"fX2\":990000.0295043,\"fY2\":2.58816899363843,\"fX1NDC\":0.780000016093254,\"fY1NDC\":0.775000005960464,\"fX2NDC\":0.980000019073486,\"fY2NDC\":0.935000002384186,\"fBorderSize\":1,\"fInit\":1,\"fShadowColor\":1,\"fCornerRadius\":0,\"fOption\":\"brNDC\",\"fName\":\"stats\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":12,\"fTextColor\":1,\"fTextFont\":42,\"fLabel\":\"\",\"fLongest\":21,\"fMargin\":0.05,\"fLines\":{\"_typename\":\"TList\",\"name\":\"TList\",\"arr\":[{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Luminosidad(L\\/Lo)\",\"fTextAngle\":0,\"fTextSize\":0.0368,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.0368000008165836},{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Entries = 240 \",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.04},{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Mean = 1.072e+05\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.04},{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Std Dev = 1.791e+05\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.04}],\"opt\":[\"\",\"\",\"\",\"\"]},\"fOptFit\":0,\"fOptStat\":1111,\"fFitFormat\":\"5.4g\",\"fStatFormat\":\"6.4g\",\"fParent\":{\"$ref\":3}}],\"opt\":[\"brNDC\"]},\"fBufferSize\":0,\"fBuffer\":[],\"fBinStatErrOpt\":0,\"fStatOverflows\":2,\"fArray\":[0,162,41,22,3,5,3,4,0]},{\"_typename\":\"TPaveText\",\"fUniqueID\":0,\"fBits\":50331657,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":0,\"fFillStyle\":0,\"fX1\":96727.3816705009,\"fY1\":2.59180514636616,\"fX2\":803272.618329499,\"fY2\":2.76149195225599,\"fX1NDC\":0.185979899497487,\"fY1NDC\":0.936258746027113,\"fX2NDC\":0.814020100502513,\"fY2NDC\":0.995000004768372,\"fBorderSize\":0,\"fInit\":1,\"fShadowColor\":1,\"fCornerRadius\":0,\"fOption\":\"blNDC\",\"fName\":\"title\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":22,\"fTextColor\":1,\"fTextFont\":42,\"fLabel\":\"\",\"fLongest\":35,\"fMargin\":0.05,\"fLines\":{\"_typename\":\"TList\",\"name\":\"TList\",\"arr\":[{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Luminosidad de las estrellas (L\\/Lo)\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.0499300695955753}],\"opt\":[\"\"]}}],\"opt\":[\"\",\"\",\"blNDC\"]},\"fExecs\":null,\"fName\":\"Canvas3\",\"fTitle\":\"Luminosidad(L\\/Lo)\",\"fNumPaletteColor\":0,\"fNextPaletteColor\":0,\"fDISPLAY\":\"$DISPLAY\",\"fDoubleBuffer\":0,\"fRetained\":true,\"fXsizeUser\":0,\"fYsizeUser\":0,\"fXsizeReal\":20,\"fYsizeReal\":15,\"fWindowTopX\":0,\"fWindowTopY\":0,\"fWindowWidth\":0,\"fWindowHeight\":0,\"fCw\":796,\"fCh\":572,\"fCatt\":{\"_typename\":\"TAttCanvas\",\"fXBetween\":2,\"fYBetween\":2,\"fTitleFromTop\":1.2,\"fXdate\":0.2,\"fYdate\":0.3,\"fAdate\":1},\"kMoveOpaque\":true,\"kResizeOpaque\":true,\"fHighLightColor\":2,\"fBatch\":true,\"kShowEventStatus\":false,\"kAutoExec\":true,\"kMenuBar\":true});\n",
+ " Core.draw(\"root_plot_3\", obj, \"\");\n",
+ " }\n",
+ " );\n",
+ "</script>\n"
+ ],
+ "text/plain": [
+ "<IPython.core.display.HTML object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "canvas3 = ROOT.TCanvas(\"Canvas3\",\"Luminosidad(L/Lo)\",800,600)\n",
+ "hist3 = ROOT.TH1F(\"Luminosidad(L/Lo)\",\n",
+ " \"Luminosidad de las estrellas (L/Lo); Intervalos de luminosidad (L/Lo) ; Numero de estrellas \",\n",
+ " 7,0,900000)\n",
+ "\n",
+ "for event in tree:\n",
+ " hist3.Fill(tree.Luminosity)\n",
+ " \n",
+ "hist3.SetFillColor(3)\n",
+ "hist3.Draw()\n",
+ "canvas3.SetLogy()\n",
+ "canvas3.Draw()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "67.5"
+ ]
+ },
+ "execution_count": 12,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "162*100/240"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### El 67% de las estrellas tienen una luminosidad entre 0 L/Lo y 100000 L/Lo"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Histograma para los radios de las estrellas"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "<div id=\"root_plot_4\"\n",
+ " style=\"width: 796px; height: 572px\">\n",
+ "</div>\n",
+ "\n",
+ "<script>\n",
+ " requirejs.config({\n",
+ " paths: {\n",
+ " 'JSRootCore' : 'https://root.cern.ch/js/notebook//scripts/JSRootCore',\n",
+ " }\n",
+ " });\n",
+ " require(['JSRootCore'],\n",
+ " function(Core) {\n",
+ " var obj = Core.JSONR_unref({\"_typename\":\"TCanvas\",\"fUniqueID\":0,\"fBits\":53673992,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":0,\"fFillStyle\":1001,\"fLeftMargin\":0.1,\"fRightMargin\":0.1,\"fBottomMargin\":0.1,\"fTopMargin\":0.1,\"fXfile\":2,\"fYfile\":2,\"fAfile\":1,\"fXstat\":0.99,\"fYstat\":0.99,\"fAstat\":2,\"fFrameFillColor\":0,\"fFrameLineColor\":1,\"fFrameFillStyle\":1001,\"fFrameLineStyle\":1,\"fFrameLineWidth\":1,\"fFrameBorderSize\":1,\"fFrameBorderMode\":0,\"fX1\":-281.125020945446,\"fY1\":-0.660981133875233,\"fX2\":2530.12502094545,\"fY2\":2.93853003368969,\"fXtoAbsPixelk\":79.6000547445299,\"fXtoPixelk\":79.6000547445299,\"fXtoPixel\":0.28314806158779,\"fYtoAbsPixelk\":466.963229449612,\"fYtoPixelk\":466.963229449612,\"fYtoPixel\":-158.910466830683,\"fUtoAbsPixelk\":5e-5,\"fUtoPixelk\":5e-5,\"fUtoPixel\":796,\"fVtoAbsPixelk\":572.00005,\"fVtoPixelk\":572,\"fVtoPixel\":-572,\"fAbsPixeltoXk\":-281.125020945446,\"fPixeltoXk\":-281.125020945446,\"fPixeltoX\":3.53172115815439,\"fAbsPixeltoYk\":2.93853003368969,\"fPixeltoYk\":-0.660981133875233,\"fPixeltoY\":-0.00629285169154707,\"fXlowNDC\":0,\"fYlowNDC\":0,\"fXUpNDC\":0,\"fYUpNDC\":0,\"fWNDC\":1,\"fHNDC\":1,\"fAbsXlowNDC\":0,\"fAbsYlowNDC\":0,\"fAbsWNDC\":1,\"fAbsHNDC\":1,\"fUxmin\":0,\"fUymin\":-0.301029995663981,\"fUxmax\":2249,\"fUymax\":2.57857889547844,\"fTheta\":30,\"fPhi\":30,\"fAspectRatio\":0,\"fNumber\":0,\"fTickx\":0,\"fTicky\":0,\"fLogx\":0,\"fLogy\":1,\"fLogz\":0,\"fPadPaint\":0,\"fCrosshair\":0,\"fCrosshairPos\":0,\"fBorderSize\":2,\"fBorderMode\":0,\"fModified\":false,\"fGridx\":false,\"fGridy\":false,\"fAbsCoord\":false,\"fEditable\":true,\"fFixedAspectRatio\":false,\"fPrimitives\":{\"_typename\":\"TList\",\"name\":\"TList\",\"arr\":[{\"_typename\":\"TFrame\",\"fUniqueID\":0,\"fBits\":50331656,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":0,\"fFillStyle\":1001,\"fX1\":0,\"fY1\":-0.301029995663981,\"fX2\":2249,\"fY2\":2.57857889547844,\"fBorderSize\":1,\"fBorderMode\":0},{\"_typename\":\"TH1F\",\"fUniqueID\":0,\"fBits\":50331656,\"fName\":\"Radio(R\\/Ro)\",\"fTitle\":\"Radios de las estrellas (R\\/Ro)\",\"fLineColor\":602,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":4,\"fFillStyle\":1001,\"fMarkerColor\":1,\"fMarkerStyle\":1,\"fMarkerSize\":1,\"fNcells\":9,\"fXaxis\":{\"_typename\":\"TAxis\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"xaxis\",\"fTitle\":\" Intervalos del cociente de radios (R\\/Ro)\",\"fNdivisions\":510,\"fAxisColor\":1,\"fLabelColor\":1,\"fLabelFont\":42,\"fLabelOffset\":0.005,\"fLabelSize\":0.035,\"fTickLength\":0.03,\"fTitleOffset\":1,\"fTitleSize\":0.035,\"fTitleColor\":1,\"fTitleFont\":42,\"fNbins\":7,\"fXmin\":0,\"fXmax\":2249,\"fXbins\":[],\"fFirst\":0,\"fLast\":0,\"fBits2\":0,\"fTimeDisplay\":false,\"fTimeFormat\":\"\",\"fLabels\":null,\"fModLabs\":null},\"fYaxis\":{\"_typename\":\"TAxis\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"yaxis\",\"fTitle\":\"Numero de estrellas\",\"fNdivisions\":510,\"fAxisColor\":1,\"fLabelColor\":1,\"fLabelFont\":42,\"fLabelOffset\":0.005,\"fLabelSize\":0.035,\"fTickLength\":0.03,\"fTitleOffset\":0,\"fTitleSize\":0.035,\"fTitleColor\":1,\"fTitleFont\":42,\"fNbins\":1,\"fXmin\":0,\"fXmax\":1,\"fXbins\":[],\"fFirst\":0,\"fLast\":0,\"fBits2\":0,\"fTimeDisplay\":false,\"fTimeFormat\":\"\",\"fLabels\":null,\"fModLabs\":null},\"fZaxis\":{\"_typename\":\"TAxis\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"zaxis\",\"fTitle\":\"\",\"fNdivisions\":510,\"fAxisColor\":1,\"fLabelColor\":1,\"fLabelFont\":42,\"fLabelOffset\":0.005,\"fLabelSize\":0.035,\"fTickLength\":0.03,\"fTitleOffset\":1,\"fTitleSize\":0.035,\"fTitleColor\":1,\"fTitleFont\":42,\"fNbins\":1,\"fXmin\":0,\"fXmax\":1,\"fXbins\":[],\"fFirst\":0,\"fLast\":0,\"fBits2\":0,\"fTimeDisplay\":false,\"fTimeFormat\":\"\",\"fLabels\":null,\"fModLabs\":null},\"fBarOffset\":0,\"fBarWidth\":1000,\"fEntries\":240,\"fTsumw\":240,\"fTsumw2\":240,\"fTsumwx\":56917.8675550018,\"fTsumwx2\":77419085.2040014,\"fMaximum\":-1111,\"fMinimum\":-1111,\"fNormFactor\":0,\"fContour\":[],\"fSumw2\":[],\"fOption\":\"\",\"fFunctions\":{\"_typename\":\"TList\",\"name\":\"TList\",\"arr\":[{\"_typename\":\"TPaveStats\",\"fUniqueID\":0,\"fBits\":50331657,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":0,\"fFillStyle\":1001,\"fX1\":1911.65005697161,\"fY1\":2.12864004244234,\"fX2\":2473.90007372797,\"fY2\":2.70456181637987,\"fX1NDC\":0.780000016093254,\"fY1NDC\":0.775000005960464,\"fX2NDC\":0.980000019073486,\"fY2NDC\":0.935000002384186,\"fBorderSize\":1,\"fInit\":1,\"fShadowColor\":1,\"fCornerRadius\":0,\"fOption\":\"brNDC\",\"fName\":\"stats\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":12,\"fTextColor\":1,\"fTextFont\":42,\"fLabel\":\"\",\"fLongest\":18,\"fMargin\":0.05,\"fLines\":{\"_typename\":\"TList\",\"name\":\"TList\",\"arr\":[{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Radio(R\\/Ro)\",\"fTextAngle\":0,\"fTextSize\":0.0368,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.0368000008165836},{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Entries = 240 \",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.04},{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Mean = 237.2\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.04},{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Std Dev = 516.1\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.04}],\"opt\":[\"\",\"\",\"\",\"\"]},\"fOptFit\":0,\"fOptStat\":1111,\"fFitFormat\":\"5.4g\",\"fStatFormat\":\"6.4g\",\"fParent\":{\"$ref\":3}}],\"opt\":[\"brNDC\"]},\"fBufferSize\":0,\"fBuffer\":[],\"fBinStatErrOpt\":0,\"fStatOverflows\":2,\"fArray\":[0,200,0,3,11,19,6,1,0]},{\"_typename\":\"TPaveText\",\"fUniqueID\":0,\"fBits\":50331657,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":0,\"fFillStyle\":0,\"fX1\":377.682243896673,\"fY1\":2.70909267817969,\"fX2\":1871.31775610333,\"fY2\":2.92053249501567,\"fX1NDC\":0.234346733668342,\"fY1NDC\":0.936258746027113,\"fX2NDC\":0.765653266331658,\"fY2NDC\":0.995000004768372,\"fBorderSize\":0,\"fInit\":1,\"fShadowColor\":1,\"fCornerRadius\":0,\"fOption\":\"blNDC\",\"fName\":\"title\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":22,\"fTextColor\":1,\"fTextFont\":42,\"fLabel\":\"\",\"fLongest\":30,\"fMargin\":0.05,\"fLines\":{\"_typename\":\"TList\",\"name\":\"TList\",\"arr\":[{\"_typename\":\"TLatex\",\"fUniqueID\":0,\"fBits\":50331648,\"fName\":\"\",\"fTitle\":\"Radios de las estrellas (R\\/Ro)\",\"fTextAngle\":0,\"fTextSize\":0,\"fTextAlign\":0,\"fTextColor\":0,\"fTextFont\":0,\"fX\":0,\"fY\":0,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":2,\"fLimitFactorSize\":3,\"fOriginSize\":0.0499300695955753}],\"opt\":[\"\"]}}],\"opt\":[\"\",\"\",\"blNDC\"]},\"fExecs\":null,\"fName\":\"Canvas4\",\"fTitle\":\"Radio(R\\/Ro)\",\"fNumPaletteColor\":0,\"fNextPaletteColor\":0,\"fDISPLAY\":\"$DISPLAY\",\"fDoubleBuffer\":0,\"fRetained\":true,\"fXsizeUser\":0,\"fYsizeUser\":0,\"fXsizeReal\":20,\"fYsizeReal\":15,\"fWindowTopX\":0,\"fWindowTopY\":0,\"fWindowWidth\":0,\"fWindowHeight\":0,\"fCw\":796,\"fCh\":572,\"fCatt\":{\"_typename\":\"TAttCanvas\",\"fXBetween\":2,\"fYBetween\":2,\"fTitleFromTop\":1.2,\"fXdate\":0.2,\"fYdate\":0.3,\"fAdate\":1},\"kMoveOpaque\":true,\"kResizeOpaque\":true,\"fHighLightColor\":2,\"fBatch\":true,\"kShowEventStatus\":false,\"kAutoExec\":true,\"kMenuBar\":true});\n",
+ " Core.draw(\"root_plot_4\", obj, \"\");\n",
+ " }\n",
+ " );\n",
+ "</script>\n"
+ ],
+ "text/plain": [
+ "<IPython.core.display.HTML object>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "canvas4 = ROOT.TCanvas(\"Canvas4\",\"Radio(R/Ro)\",800,600)\n",
+ "hist4 = ROOT.TH1F(\"Radio(R/Ro)\",\n",
+ " \"Radios de las estrellas (R/Ro); Intervalos del cociente de radios (R/Ro);Numero de estrellas\",\n",
+ " 7,0,2249)\n",
+ "\n",
+ "for event in tree:\n",
+ " hist4.Fill(tree.Radius)\n",
+ "\n",
+ "hist4.SetFillColor(4)\n",
+ "hist4.Draw()\n",
+ "canvas4.SetLogy()\n",
+ "canvas4.Draw()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "83.33333333333333"
+ ]
+ },
+ "execution_count": 14,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "200*100/240"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### El 83.3% de las estrellas tienen un radio entre 0 R/Ro y 321.3 R/Ro"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Diagrama Hertzsprung - Russell"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 1080x720 with 1 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "def Temperatura(star):\n",
+ " T=[]\n",
+ " for j in star:\n",
+ " T.append(j[0])\n",
+ " return T\n",
+ "\n",
+ "def Luminosidad(star):\n",
+ " T=[]\n",
+ " for j in star:\n",
+ " T.append(j[1])\n",
+ " return T\n",
+ "\n",
+ "def Radios(star):\n",
+ " T=[]\n",
+ " for j in star:\n",
+ " T.append(j[2])\n",
+ " return T\n",
+ "\n",
+ "def Mag(star):\n",
+ " T=[]\n",
+ " for j in star:\n",
+ " T.append(j[3])\n",
+ " return T\n",
+ "starsa=np.array(stars)\n",
+ "plt.figure(figsize = (15,10))\n",
+ "plt.title('Diagrama Hertzsprung - Russell\\n', fontsize = 12, fontweight = 'bold')\n",
+ "plt.xlabel('Temperatura (K)', fontsize=12, fontweight = 'bold')\n",
+ "plt.ylabel('Luminosidad ($L_{Sol}$)', fontsize = 12, fontweight = 'bold')\n",
+ "plt.xlim(40000, 0)\n",
+ "plt.ylim(0.00001,100000000)\n",
+ "plt.yscale('log')\n",
+ "\n",
+ "plt.text(35000, 9000000, 'Gigantes\\n azules', fontsize = 14, fontweight = 'bold')\n",
+ "plt.text(7200, 9000000, 'Supergigantes\\n rojas', fontsize = 14, fontweight = 'bold')\n",
+ "plt.text(7200, 500, 'Gigantes\\n rojas', fontsize = 14, fontweight = 'bold')\n",
+ "plt.text(14000, 8, 'Secuencia\\n principal', fontsize = 14, fontweight = 'bold')\n",
+ "plt.text(9500, 0.005, 'Enanas\\nblancas', fontsize = 14, fontweight = 'bold')\n",
+ "\n",
+ "plt.scatter(Temperatura(starsa), Luminosidad(starsa), Radios(starsa)*25, Temperatura(starsa), edgecolors = 'k', cmap = 'RdYlBu')\n",
+ "#plt.colorbar() # para ver barra de colores de convensión en función de la temperatura\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Porcentajes para los tipos de estrellas y clases espectrales"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "5 40\n",
+ "4 40\n",
+ "3 40\n",
+ "2 40\n",
+ "1 40\n",
+ "0 40\n",
+ "Name: Star_type, dtype: int64"
+ ]
+ },
+ "execution_count": 16,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "stars['Star_type'].value_counts()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "M 111\n",
+ "B 46\n",
+ "O 40\n",
+ "A 19\n",
+ "F 17\n",
+ "K 6\n",
+ "G 1\n",
+ "Name: Spectral_Class, dtype: int64"
+ ]
+ },
+ "execution_count": 17,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "stars['Spectral_Class'].value_counts()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 1080x720 with 2 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "tipos=[\"M\",\"B\",\"O\",\"A\",\"F\",\"K\",\"G\"]\n",
+ "tipos2=[\"Brown Dwarf\",\"Red Dwarf\", \"White Dwarf\", \"Main Sequence Star\", \"Supergiant\",\"Hypergiant\" ]\n",
+ "plt.figure(figsize = (15,10))\n",
+ "plt.subplot(121)\n",
+ "plt.title('Tipos de estrellas ', fontsize = 12, fontweight = 'bold')\n",
+ "plt.pie(stars['Star_type'].value_counts(), labels=tipos2, autopct=\"%0.1f %%\")\n",
+ "plt.axis(\"equal\")\n",
+ "plt.subplot(122)\n",
+ "plt.title('Clases espectrales ', fontsize = 12, fontweight = 'bold')\n",
+ "plt.pie(stars['Spectral_Class'].value_counts(), labels=tipos, autopct=\"%0.1f %%\")\n",
+ "plt.axis(\"equal\")\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Correlaciones entre algunas variables y tipos de estrellas"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 432x504 with 2 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import seaborn as sns\n",
+ "plt.figure(figsize = (6,7))\n",
+ "plt.title('Mapa de calor de correlación\\n ', fontsize = 12, fontweight = 'bold')\n",
+ "\n",
+ "sns.heatmap(stars.corr(), annot=True)\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "0 0\n",
+ "1 0\n",
+ "2 0\n",
+ "3 0\n",
+ "4 0\n",
+ " ..\n",
+ "235 5\n",
+ "236 5\n",
+ "237 5\n",
+ "238 5\n",
+ "239 5\n",
+ "Name: Star_type, Length: 240, dtype: int64"
+ ]
+ },
+ "execution_count": 20,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "stars['Star_type']"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 1080x720 with 2 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "O = stars[stars[\"Spectral_Class\"] == 'O']\n",
+ "B = stars[stars[\"Spectral_Class\"] == 'B']\n",
+ "A = stars[stars[\"Spectral_Class\"] == 'A']\n",
+ "F = stars[stars[\"Spectral_Class\"] == 'F']\n",
+ "G = stars[stars[\"Spectral_Class\"] == 'G']\n",
+ "K = stars[stars[\"Spectral_Class\"] == 'K']\n",
+ "M = stars[stars[\"Spectral_Class\"] == 'M']\n",
+ "plt.figure(figsize = (15,10))\n",
+ "plt.subplot(211)\n",
+ "plt.title('Tipo de estrella VS Magnitud absoluta (Mv) y Temperatura(K)\\n para cada clase espectral\\n ', fontsize = 12, fontweight = 'bold')\n",
+ "plt.xlabel('Magnitud absoluta (Mv)', fontsize=12, fontweight = 'bold')\n",
+ "plt.ylabel('Tipo de estrella', fontsize = 12, fontweight = 'bold')\n",
+ "ax7=plt.scatter( M['Absolute_magnitude(Mv)'],M['Star_type'], label=\"M\")\n",
+ "ax2=plt.scatter( B['Absolute_magnitude(Mv)'],B['Star_type'], label=\"B\")\n",
+ "ax1=plt.scatter( O['Absolute_magnitude(Mv)'],O['Star_type'], label=\"O\")\n",
+ "ax3=plt.scatter( A['Absolute_magnitude(Mv)'],A['Star_type'], label=\"A\")\n",
+ "ax4=plt.scatter( F['Absolute_magnitude(Mv)'],F['Star_type'], label=\"F\")\n",
+ "ax6=plt.scatter( K['Absolute_magnitude(Mv)'],K['Star_type'], label=\"K\")\n",
+ "ax5=plt.scatter( G['Absolute_magnitude(Mv)'],G['Star_type'], label=\"G\")\n",
+ "\n",
+ "\n",
+ "plt.legend(loc = 'upper right')\n",
+ "plt.subplot(212)\n",
+ "#plt.title('Luminosidad (L/Lo) vs Mag\\n', fontsize = 20, fontweight = 'bold')\n",
+ "plt.xlabel('Temperatura(K)', fontsize=12, fontweight = 'bold')\n",
+ "plt.ylabel('Tipo de estrella', fontsize = 12, fontweight = 'bold')\n",
+ "plt.scatter( M['Temperature(K)'],M['Star_type'], label=\"M\")\n",
+ "plt.scatter( B['Temperature(K)'],B['Star_type'], label=\"B\")\n",
+ "plt.scatter( O['Temperature(K)'],O['Star_type'], label=\"O\")\n",
+ "plt.scatter( A['Temperature(K)'],A['Star_type'], label=\"A\")\n",
+ "plt.scatter( F['Temperature(K)'],F['Star_type'], label=\"F\")\n",
+ "plt.scatter( K['Temperature(K)'],K['Star_type'], label=\"K\")\n",
+ "plt.scatter( G['Temperature(K)'],G['Star_type'], label=\"G\")\n",
+ "plt.legend(loc = 'lower right')\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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\n",
+ "text/plain": [
+ "<Figure size 1080x720 with 2 Axes>"
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "plt.figure(figsize = (15,10))\n",
+ "plt.subplot(121)\n",
+ "plt.title('Radio(R/Ro) VS Magnitud absoluta(Mv)\\n para cada clase espectral\\n ', fontsize = 12, fontweight = 'bold')\n",
+ "plt.xlabel('Magnitud absoluta (Mv)', fontsize=12, fontweight = 'bold')\n",
+ "plt.ylabel('Radio(R/Ro)', fontsize = 12, fontweight = 'bold')\n",
+ "plt.yscale('log')\n",
+ "plt.scatter( M['Absolute_magnitude(Mv)'],M['Radius(R/Ro)'], label=\"M\")\n",
+ "plt.scatter( B['Absolute_magnitude(Mv)'],B['Radius(R/Ro)'], label=\"B\")\n",
+ "plt.scatter( O['Absolute_magnitude(Mv)'],O['Radius(R/Ro)'], label=\"O\")\n",
+ "plt.scatter( A['Absolute_magnitude(Mv)'],A['Radius(R/Ro)'], label=\"A\")\n",
+ "plt.scatter( F['Absolute_magnitude(Mv)'],F['Radius(R/Ro)'], label=\"F\")\n",
+ "plt.scatter( K['Absolute_magnitude(Mv)'],K['Radius(R/Ro)'], label=\"K\")\n",
+ "plt.scatter( G['Absolute_magnitude(Mv)'],G['Radius(R/Ro)'], label=\"G\")\n",
+ "plt.legend(loc = 'upper right')\n",
+ "plt.subplot(122)\n",
+ "plt.title('Luminosidad(L/Lo) VS Magnitud absoluta(Mv)\\n para cada clase espectral\\n', fontsize = 12, fontweight = 'bold')\n",
+ "plt.xlabel('Magnitud absoluta (Mv)', fontsize=12, fontweight = 'bold')\n",
+ "plt.ylabel('Luminosidad ($L_{Sol}$)', fontsize = 12, fontweight = 'bold')\n",
+ "plt.yscale('log')\n",
+ "plt.scatter( M['Absolute_magnitude(Mv)'],M['Luminosity(L/Lo)'], label=\"M\")\n",
+ "plt.scatter( B['Absolute_magnitude(Mv)'],B['Luminosity(L/Lo)'], label=\"B\")\n",
+ "plt.scatter( O['Absolute_magnitude(Mv)'],O['Luminosity(L/Lo)'], label=\"O\")\n",
+ "plt.scatter( A['Absolute_magnitude(Mv)'],A['Luminosity(L/Lo)'], label=\"A\")\n",
+ "plt.scatter( F['Absolute_magnitude(Mv)'],F['Luminosity(L/Lo)'], label=\"F\")\n",
+ "plt.scatter( K['Absolute_magnitude(Mv)'],K['Luminosity(L/Lo)'], label=\"K\")\n",
+ "plt.scatter( G['Absolute_magnitude(Mv)'],G['Luminosity(L/Lo)'], label=\"G\")\n",
+ "plt.legend(loc = 'upper right')\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Algunas conclusiones: \n",
+ "\n",
+ "#### Luego de instalar la maquina virtual de Atlas-Open-Data-ubuntu-2020-v4 y usarla a través de Oracle VM VirtualBox, fue posible estudiar estadÃsticamente a las estrellas y sus correspondientes radios, magnitudes absolutas, temperaturas y luminosidades usando pandas y ROOT.\n",
+ "\n",
+ "#### Se logró evidenciar que hay igual cantidad de estrellas de cada tipo en la base de datos, mientras que la mayorÃa de las estrellas pertenecen a la clase espectral M. También fue posible deducir que la mayorÃa de estas estrellas tienen una luminosidad entre 0 L/Lo y 100000 L/Lo, un radio entre 0 R/Ro y 321.3 R/Ro. Y adicionalmente se concluye que la mitad de las estrellas tienen una temperatura entre 0 K y 5000 K. \n",
+ "\n",
+ "#### Se logró gráficar y evidenciar las respuestas de tendencia del Diagrama Hertzsprung - Russell para diferentes tipos de estrella de distintas clases espectrales.\n",
+ "\n",
+ "#### La base de datos en formato .root es bastante útil para un análisis estadÃstico rápido y sencillo, además de que con su output interactivo se logra reconocer cada región en detalle de los plots.\n",
+ "\n",
+ "#### Manipular los datos en formato .csv también tiene sus beneficios, cómo el análisis de correlación de variables el cuál sugiere de manera rápida qué combinaciones de tendencias estudiar."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.6.9"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/codigo/convert_csv_to_root.html b/codigo/convert_csv_to_root.html
new file mode 100644
index 0000000..a439eb3
--- /dev/null
+++ b/codigo/convert_csv_to_root.html
@@ -0,0 +1,13187 @@
+<!DOCTYPE html>
+<html>
+<head><meta charset="utf-8" />
+
+<title>convert_csv_to_root</title>
+
+<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>
+
+
+
+<style type="text/css">
+ /*!
+*
+* Twitter Bootstrap
+*
+*/
+/*!
+ * Bootstrap v3.3.7 (http://getbootstrap.com)
+ * Copyright 2011-2016 Twitter, Inc.
+ * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
+ */
+/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
+html {
+ font-family: sans-serif;
+ -ms-text-size-adjust: 100%;
+ -webkit-text-size-adjust: 100%;
+}
+body {
+ margin: 0;
+}
+article,
+aside,
+details,
+figcaption,
+figure,
+footer,
+header,
+hgroup,
+main,
+menu,
+nav,
+section,
+summary {
+ display: block;
+}
+audio,
+canvas,
+progress,
+video {
+ display: inline-block;
+ vertical-align: baseline;
+}
+audio:not([controls]) {
+ display: none;
+ height: 0;
+}
+[hidden],
+template {
+ display: none;
+}
+a {
+ background-color: transparent;
+}
+a:active,
+a:hover {
+ outline: 0;
+}
+abbr[title] {
+ border-bottom: 1px dotted;
+}
+b,
+strong {
+ font-weight: bold;
+}
+dfn {
+ font-style: italic;
+}
+h1 {
+ font-size: 2em;
+ margin: 0.67em 0;
+}
+mark {
+ background: #ff0;
+ color: #000;
+}
+small {
+ font-size: 80%;
+}
+sub,
+sup {
+ font-size: 75%;
+ line-height: 0;
+ position: relative;
+ vertical-align: baseline;
+}
+sup {
+ top: -0.5em;
+}
+sub {
+ bottom: -0.25em;
+}
+img {
+ border: 0;
+}
+svg:not(:root) {
+ overflow: hidden;
+}
+figure {
+ margin: 1em 40px;
+}
+hr {
+ box-sizing: content-box;
+ height: 0;
+}
+pre {
+ overflow: auto;
+}
+code,
+kbd,
+pre,
+samp {
+ font-family: monospace, monospace;
+ font-size: 1em;
+}
+button,
+input,
+optgroup,
+select,
+textarea {
+ color: inherit;
+ font: inherit;
+ margin: 0;
+}
+button {
+ overflow: visible;
+}
+button,
+select {
+ text-transform: none;
+}
+button,
+html input[type="button"],
+input[type="reset"],
+input[type="submit"] {
+ -webkit-appearance: button;
+ cursor: pointer;
+}
+button[disabled],
+html input[disabled] {
+ cursor: default;
+}
+button::-moz-focus-inner,
+input::-moz-focus-inner {
+ border: 0;
+ padding: 0;
+}
+input {
+ line-height: normal;
+}
+input[type="checkbox"],
+input[type="radio"] {
+ box-sizing: border-box;
+ padding: 0;
+}
+input[type="number"]::-webkit-inner-spin-button,
+input[type="number"]::-webkit-outer-spin-button {
+ height: auto;
+}
+input[type="search"] {
+ -webkit-appearance: textfield;
+ box-sizing: content-box;
+}
+input[type="search"]::-webkit-search-cancel-button,
+input[type="search"]::-webkit-search-decoration {
+ -webkit-appearance: none;
+}
+fieldset {
+ border: 1px solid #c0c0c0;
+ margin: 0 2px;
+ padding: 0.35em 0.625em 0.75em;
+}
+legend {
+ border: 0;
+ padding: 0;
+}
+textarea {
+ overflow: auto;
+}
+optgroup {
+ font-weight: bold;
+}
+table {
+ border-collapse: collapse;
+ border-spacing: 0;
+}
+td,
+th {
+ padding: 0;
+}
+/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
+@media print {
+ *,
+ *:before,
+ *:after {
+ background: transparent !important;
+ box-shadow: none !important;
+ text-shadow: none !important;
+ }
+ a,
+ a:visited {
+ text-decoration: underline;
+ }
+ a[href]:after {
+ content: " (" attr(href) ")";
+ }
+ abbr[title]:after {
+ content: " (" attr(title) ")";
+ }
+ a[href^="#"]:after,
+ a[href^="javascript:"]:after {
+ content: "";
+ }
+ pre,
+ blockquote {
+ border: 1px solid #999;
+ page-break-inside: avoid;
+ }
+ thead {
+ display: table-header-group;
+ }
+ tr,
+ img {
+ page-break-inside: avoid;
+ }
+ img {
+ max-width: 100% !important;
+ }
+ p,
+ h2,
+ h3 {
+ orphans: 3;
+ widows: 3;
+ }
+ h2,
+ h3 {
+ page-break-after: avoid;
+ }
+ .navbar {
+ display: none;
+ }
+ .btn > .caret,
+ .dropup > .btn > .caret {
+ border-top-color: #000 !important;
+ }
+ .label {
+ border: 1px solid #000;
+ }
+ .table {
+ border-collapse: collapse !important;
+ }
+ .table td,
+ .table th {
+ background-color: #fff !important;
+ }
+ .table-bordered th,
+ .table-bordered td {
+ border: 1px solid #ddd !important;
+ }
+}
+@font-face {
+ font-family: 'Glyphicons Halflings';
+ src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
+ src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
+}
+.glyphicon {
+ position: relative;
+ top: 1px;
+ display: inline-block;
+ font-family: 'Glyphicons Halflings';
+ font-style: normal;
+ font-weight: normal;
+ line-height: 1;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+}
+.glyphicon-asterisk:before {
+ content: "\002a";
+}
+.glyphicon-plus:before {
+ content: "\002b";
+}
+.glyphicon-euro:before,
+.glyphicon-eur:before {
+ content: "\20ac";
+}
+.glyphicon-minus:before {
+ content: "\2212";
+}
+.glyphicon-cloud:before {
+ content: "\2601";
+}
+.glyphicon-envelope:before {
+ content: "\2709";
+}
+.glyphicon-pencil:before {
+ content: "\270f";
+}
+.glyphicon-glass:before {
+ content: "\e001";
+}
+.glyphicon-music:before {
+ content: "\e002";
+}
+.glyphicon-search:before {
+ content: "\e003";
+}
+.glyphicon-heart:before {
+ content: "\e005";
+}
+.glyphicon-star:before {
+ content: "\e006";
+}
+.glyphicon-star-empty:before {
+ content: "\e007";
+}
+.glyphicon-user:before {
+ content: "\e008";
+}
+.glyphicon-film:before {
+ content: "\e009";
+}
+.glyphicon-th-large:before {
+ content: "\e010";
+}
+.glyphicon-th:before {
+ content: "\e011";
+}
+.glyphicon-th-list:before {
+ content: "\e012";
+}
+.glyphicon-ok:before {
+ content: "\e013";
+}
+.glyphicon-remove:before {
+ content: "\e014";
+}
+.glyphicon-zoom-in:before {
+ content: "\e015";
+}
+.glyphicon-zoom-out:before {
+ content: "\e016";
+}
+.glyphicon-off:before {
+ content: "\e017";
+}
+.glyphicon-signal:before {
+ content: "\e018";
+}
+.glyphicon-cog:before {
+ content: "\e019";
+}
+.glyphicon-trash:before {
+ content: "\e020";
+}
+.glyphicon-home:before {
+ content: "\e021";
+}
+.glyphicon-file:before {
+ content: "\e022";
+}
+.glyphicon-time:before {
+ content: "\e023";
+}
+.glyphicon-road:before {
+ content: "\e024";
+}
+.glyphicon-download-alt:before {
+ content: "\e025";
+}
+.glyphicon-download:before {
+ content: "\e026";
+}
+.glyphicon-upload:before {
+ content: "\e027";
+}
+.glyphicon-inbox:before {
+ content: "\e028";
+}
+.glyphicon-play-circle:before {
+ content: "\e029";
+}
+.glyphicon-repeat:before {
+ content: "\e030";
+}
+.glyphicon-refresh:before {
+ content: "\e031";
+}
+.glyphicon-list-alt:before {
+ content: "\e032";
+}
+.glyphicon-lock:before {
+ content: "\e033";
+}
+.glyphicon-flag:before {
+ content: "\e034";
+}
+.glyphicon-headphones:before {
+ content: "\e035";
+}
+.glyphicon-volume-off:before {
+ content: "\e036";
+}
+.glyphicon-volume-down:before {
+ content: "\e037";
+}
+.glyphicon-volume-up:before {
+ content: "\e038";
+}
+.glyphicon-qrcode:before {
+ content: "\e039";
+}
+.glyphicon-barcode:before {
+ content: "\e040";
+}
+.glyphicon-tag:before {
+ content: "\e041";
+}
+.glyphicon-tags:before {
+ content: "\e042";
+}
+.glyphicon-book:before {
+ content: "\e043";
+}
+.glyphicon-bookmark:before {
+ content: "\e044";
+}
+.glyphicon-print:before {
+ content: "\e045";
+}
+.glyphicon-camera:before {
+ content: "\e046";
+}
+.glyphicon-font:before {
+ content: "\e047";
+}
+.glyphicon-bold:before {
+ content: "\e048";
+}
+.glyphicon-italic:before {
+ content: "\e049";
+}
+.glyphicon-text-height:before {
+ content: "\e050";
+}
+.glyphicon-text-width:before {
+ content: "\e051";
+}
+.glyphicon-align-left:before {
+ content: "\e052";
+}
+.glyphicon-align-center:before {
+ content: "\e053";
+}
+.glyphicon-align-right:before {
+ content: "\e054";
+}
+.glyphicon-align-justify:before {
+ content: "\e055";
+}
+.glyphicon-list:before {
+ content: "\e056";
+}
+.glyphicon-indent-left:before {
+ content: "\e057";
+}
+.glyphicon-indent-right:before {
+ content: "\e058";
+}
+.glyphicon-facetime-video:before {
+ content: "\e059";
+}
+.glyphicon-picture:before {
+ content: "\e060";
+}
+.glyphicon-map-marker:before {
+ content: "\e062";
+}
+.glyphicon-adjust:before {
+ content: "\e063";
+}
+.glyphicon-tint:before {
+ content: "\e064";
+}
+.glyphicon-edit:before {
+ content: "\e065";
+}
+.glyphicon-share:before {
+ content: "\e066";
+}
+.glyphicon-check:before {
+ content: "\e067";
+}
+.glyphicon-move:before {
+ content: "\e068";
+}
+.glyphicon-step-backward:before {
+ content: "\e069";
+}
+.glyphicon-fast-backward:before {
+ content: "\e070";
+}
+.glyphicon-backward:before {
+ content: "\e071";
+}
+.glyphicon-play:before {
+ content: "\e072";
+}
+.glyphicon-pause:before {
+ content: "\e073";
+}
+.glyphicon-stop:before {
+ content: "\e074";
+}
+.glyphicon-forward:before {
+ content: "\e075";
+}
+.glyphicon-fast-forward:before {
+ content: "\e076";
+}
+.glyphicon-step-forward:before {
+ content: "\e077";
+}
+.glyphicon-eject:before {
+ content: "\e078";
+}
+.glyphicon-chevron-left:before {
+ content: "\e079";
+}
+.glyphicon-chevron-right:before {
+ content: "\e080";
+}
+.glyphicon-plus-sign:before {
+ content: "\e081";
+}
+.glyphicon-minus-sign:before {
+ content: "\e082";
+}
+.glyphicon-remove-sign:before {
+ content: "\e083";
+}
+.glyphicon-ok-sign:before {
+ content: "\e084";
+}
+.glyphicon-question-sign:before {
+ content: "\e085";
+}
+.glyphicon-info-sign:before {
+ content: "\e086";
+}
+.glyphicon-screenshot:before {
+ content: "\e087";
+}
+.glyphicon-remove-circle:before {
+ content: "\e088";
+}
+.glyphicon-ok-circle:before {
+ content: "\e089";
+}
+.glyphicon-ban-circle:before {
+ content: "\e090";
+}
+.glyphicon-arrow-left:before {
+ content: "\e091";
+}
+.glyphicon-arrow-right:before {
+ content: "\e092";
+}
+.glyphicon-arrow-up:before {
+ content: "\e093";
+}
+.glyphicon-arrow-down:before {
+ content: "\e094";
+}
+.glyphicon-share-alt:before {
+ content: "\e095";
+}
+.glyphicon-resize-full:before {
+ content: "\e096";
+}
+.glyphicon-resize-small:before {
+ content: "\e097";
+}
+.glyphicon-exclamation-sign:before {
+ content: "\e101";
+}
+.glyphicon-gift:before {
+ content: "\e102";
+}
+.glyphicon-leaf:before {
+ content: "\e103";
+}
+.glyphicon-fire:before {
+ content: "\e104";
+}
+.glyphicon-eye-open:before {
+ content: "\e105";
+}
+.glyphicon-eye-close:before {
+ content: "\e106";
+}
+.glyphicon-warning-sign:before {
+ content: "\e107";
+}
+.glyphicon-plane:before {
+ content: "\e108";
+}
+.glyphicon-calendar:before {
+ content: "\e109";
+}
+.glyphicon-random:before {
+ content: "\e110";
+}
+.glyphicon-comment:before {
+ content: "\e111";
+}
+.glyphicon-magnet:before {
+ content: "\e112";
+}
+.glyphicon-chevron-up:before {
+ content: "\e113";
+}
+.glyphicon-chevron-down:before {
+ content: "\e114";
+}
+.glyphicon-retweet:before {
+ content: "\e115";
+}
+.glyphicon-shopping-cart:before {
+ content: "\e116";
+}
+.glyphicon-folder-close:before {
+ content: "\e117";
+}
+.glyphicon-folder-open:before {
+ content: "\e118";
+}
+.glyphicon-resize-vertical:before {
+ content: "\e119";
+}
+.glyphicon-resize-horizontal:before {
+ content: "\e120";
+}
+.glyphicon-hdd:before {
+ content: "\e121";
+}
+.glyphicon-bullhorn:before {
+ content: "\e122";
+}
+.glyphicon-bell:before {
+ content: "\e123";
+}
+.glyphicon-certificate:before {
+ content: "\e124";
+}
+.glyphicon-thumbs-up:before {
+ content: "\e125";
+}
+.glyphicon-thumbs-down:before {
+ content: "\e126";
+}
+.glyphicon-hand-right:before {
+ content: "\e127";
+}
+.glyphicon-hand-left:before {
+ content: "\e128";
+}
+.glyphicon-hand-up:before {
+ content: "\e129";
+}
+.glyphicon-hand-down:before {
+ content: "\e130";
+}
+.glyphicon-circle-arrow-right:before {
+ content: "\e131";
+}
+.glyphicon-circle-arrow-left:before {
+ content: "\e132";
+}
+.glyphicon-circle-arrow-up:before {
+ content: "\e133";
+}
+.glyphicon-circle-arrow-down:before {
+ content: "\e134";
+}
+.glyphicon-globe:before {
+ content: "\e135";
+}
+.glyphicon-wrench:before {
+ content: "\e136";
+}
+.glyphicon-tasks:before {
+ content: "\e137";
+}
+.glyphicon-filter:before {
+ content: "\e138";
+}
+.glyphicon-briefcase:before {
+ content: "\e139";
+}
+.glyphicon-fullscreen:before {
+ content: "\e140";
+}
+.glyphicon-dashboard:before {
+ content: "\e141";
+}
+.glyphicon-paperclip:before {
+ content: "\e142";
+}
+.glyphicon-heart-empty:before {
+ content: "\e143";
+}
+.glyphicon-link:before {
+ content: "\e144";
+}
+.glyphicon-phone:before {
+ content: "\e145";
+}
+.glyphicon-pushpin:before {
+ content: "\e146";
+}
+.glyphicon-usd:before {
+ content: "\e148";
+}
+.glyphicon-gbp:before {
+ content: "\e149";
+}
+.glyphicon-sort:before {
+ content: "\e150";
+}
+.glyphicon-sort-by-alphabet:before {
+ content: "\e151";
+}
+.glyphicon-sort-by-alphabet-alt:before {
+ content: "\e152";
+}
+.glyphicon-sort-by-order:before {
+ content: "\e153";
+}
+.glyphicon-sort-by-order-alt:before {
+ content: "\e154";
+}
+.glyphicon-sort-by-attributes:before {
+ content: "\e155";
+}
+.glyphicon-sort-by-attributes-alt:before {
+ content: "\e156";
+}
+.glyphicon-unchecked:before {
+ content: "\e157";
+}
+.glyphicon-expand:before {
+ content: "\e158";
+}
+.glyphicon-collapse-down:before {
+ content: "\e159";
+}
+.glyphicon-collapse-up:before {
+ content: "\e160";
+}
+.glyphicon-log-in:before {
+ content: "\e161";
+}
+.glyphicon-flash:before {
+ content: "\e162";
+}
+.glyphicon-log-out:before {
+ content: "\e163";
+}
+.glyphicon-new-window:before {
+ content: "\e164";
+}
+.glyphicon-record:before {
+ content: "\e165";
+}
+.glyphicon-save:before {
+ content: "\e166";
+}
+.glyphicon-open:before {
+ content: "\e167";
+}
+.glyphicon-saved:before {
+ content: "\e168";
+}
+.glyphicon-import:before {
+ content: "\e169";
+}
+.glyphicon-export:before {
+ content: "\e170";
+}
+.glyphicon-send:before {
+ content: "\e171";
+}
+.glyphicon-floppy-disk:before {
+ content: "\e172";
+}
+.glyphicon-floppy-saved:before {
+ content: "\e173";
+}
+.glyphicon-floppy-remove:before {
+ content: "\e174";
+}
+.glyphicon-floppy-save:before {
+ content: "\e175";
+}
+.glyphicon-floppy-open:before {
+ content: "\e176";
+}
+.glyphicon-credit-card:before {
+ content: "\e177";
+}
+.glyphicon-transfer:before {
+ content: "\e178";
+}
+.glyphicon-cutlery:before {
+ content: "\e179";
+}
+.glyphicon-header:before {
+ content: "\e180";
+}
+.glyphicon-compressed:before {
+ content: "\e181";
+}
+.glyphicon-earphone:before {
+ content: "\e182";
+}
+.glyphicon-phone-alt:before {
+ content: "\e183";
+}
+.glyphicon-tower:before {
+ content: "\e184";
+}
+.glyphicon-stats:before {
+ content: "\e185";
+}
+.glyphicon-sd-video:before {
+ content: "\e186";
+}
+.glyphicon-hd-video:before {
+ content: "\e187";
+}
+.glyphicon-subtitles:before {
+ content: "\e188";
+}
+.glyphicon-sound-stereo:before {
+ content: "\e189";
+}
+.glyphicon-sound-dolby:before {
+ content: "\e190";
+}
+.glyphicon-sound-5-1:before {
+ content: "\e191";
+}
+.glyphicon-sound-6-1:before {
+ content: "\e192";
+}
+.glyphicon-sound-7-1:before {
+ content: "\e193";
+}
+.glyphicon-copyright-mark:before {
+ content: "\e194";
+}
+.glyphicon-registration-mark:before {
+ content: "\e195";
+}
+.glyphicon-cloud-download:before {
+ content: "\e197";
+}
+.glyphicon-cloud-upload:before {
+ content: "\e198";
+}
+.glyphicon-tree-conifer:before {
+ content: "\e199";
+}
+.glyphicon-tree-deciduous:before {
+ content: "\e200";
+}
+.glyphicon-cd:before {
+ content: "\e201";
+}
+.glyphicon-save-file:before {
+ content: "\e202";
+}
+.glyphicon-open-file:before {
+ content: "\e203";
+}
+.glyphicon-level-up:before {
+ content: "\e204";
+}
+.glyphicon-copy:before {
+ content: "\e205";
+}
+.glyphicon-paste:before {
+ content: "\e206";
+}
+.glyphicon-alert:before {
+ content: "\e209";
+}
+.glyphicon-equalizer:before {
+ content: "\e210";
+}
+.glyphicon-king:before {
+ content: "\e211";
+}
+.glyphicon-queen:before {
+ content: "\e212";
+}
+.glyphicon-pawn:before {
+ content: "\e213";
+}
+.glyphicon-bishop:before {
+ content: "\e214";
+}
+.glyphicon-knight:before {
+ content: "\e215";
+}
+.glyphicon-baby-formula:before {
+ content: "\e216";
+}
+.glyphicon-tent:before {
+ content: "\26fa";
+}
+.glyphicon-blackboard:before {
+ content: "\e218";
+}
+.glyphicon-bed:before {
+ content: "\e219";
+}
+.glyphicon-apple:before {
+ content: "\f8ff";
+}
+.glyphicon-erase:before {
+ content: "\e221";
+}
+.glyphicon-hourglass:before {
+ content: "\231b";
+}
+.glyphicon-lamp:before {
+ content: "\e223";
+}
+.glyphicon-duplicate:before {
+ content: "\e224";
+}
+.glyphicon-piggy-bank:before {
+ content: "\e225";
+}
+.glyphicon-scissors:before {
+ content: "\e226";
+}
+.glyphicon-bitcoin:before {
+ content: "\e227";
+}
+.glyphicon-btc:before {
+ content: "\e227";
+}
+.glyphicon-xbt:before {
+ content: "\e227";
+}
+.glyphicon-yen:before {
+ content: "\00a5";
+}
+.glyphicon-jpy:before {
+ content: "\00a5";
+}
+.glyphicon-ruble:before {
+ content: "\20bd";
+}
+.glyphicon-rub:before {
+ content: "\20bd";
+}
+.glyphicon-scale:before {
+ content: "\e230";
+}
+.glyphicon-ice-lolly:before {
+ content: "\e231";
+}
+.glyphicon-ice-lolly-tasted:before {
+ content: "\e232";
+}
+.glyphicon-education:before {
+ content: "\e233";
+}
+.glyphicon-option-horizontal:before {
+ content: "\e234";
+}
+.glyphicon-option-vertical:before {
+ content: "\e235";
+}
+.glyphicon-menu-hamburger:before {
+ content: "\e236";
+}
+.glyphicon-modal-window:before {
+ content: "\e237";
+}
+.glyphicon-oil:before {
+ content: "\e238";
+}
+.glyphicon-grain:before {
+ content: "\e239";
+}
+.glyphicon-sunglasses:before {
+ content: "\e240";
+}
+.glyphicon-text-size:before {
+ content: "\e241";
+}
+.glyphicon-text-color:before {
+ content: "\e242";
+}
+.glyphicon-text-background:before {
+ content: "\e243";
+}
+.glyphicon-object-align-top:before {
+ content: "\e244";
+}
+.glyphicon-object-align-bottom:before {
+ content: "\e245";
+}
+.glyphicon-object-align-horizontal:before {
+ content: "\e246";
+}
+.glyphicon-object-align-left:before {
+ content: "\e247";
+}
+.glyphicon-object-align-vertical:before {
+ content: "\e248";
+}
+.glyphicon-object-align-right:before {
+ content: "\e249";
+}
+.glyphicon-triangle-right:before {
+ content: "\e250";
+}
+.glyphicon-triangle-left:before {
+ content: "\e251";
+}
+.glyphicon-triangle-bottom:before {
+ content: "\e252";
+}
+.glyphicon-triangle-top:before {
+ content: "\e253";
+}
+.glyphicon-console:before {
+ content: "\e254";
+}
+.glyphicon-superscript:before {
+ content: "\e255";
+}
+.glyphicon-subscript:before {
+ content: "\e256";
+}
+.glyphicon-menu-left:before {
+ content: "\e257";
+}
+.glyphicon-menu-right:before {
+ content: "\e258";
+}
+.glyphicon-menu-down:before {
+ content: "\e259";
+}
+.glyphicon-menu-up:before {
+ content: "\e260";
+}
+* {
+ -webkit-box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ box-sizing: border-box;
+}
+*:before,
+*:after {
+ -webkit-box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ box-sizing: border-box;
+}
+html {
+ font-size: 10px;
+ -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
+}
+body {
+ font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
+ font-size: 13px;
+ line-height: 1.42857143;
+ color: #000;
+ background-color: #fff;
+}
+input,
+button,
+select,
+textarea {
+ font-family: inherit;
+ font-size: inherit;
+ line-height: inherit;
+}
+a {
+ color: #337ab7;
+ text-decoration: none;
+}
+a:hover,
+a:focus {
+ color: #23527c;
+ text-decoration: underline;
+}
+a:focus {
+ outline: 5px auto -webkit-focus-ring-color;
+ outline-offset: -2px;
+}
+figure {
+ margin: 0;
+}
+img {
+ vertical-align: middle;
+}
+.img-responsive,
+.thumbnail > img,
+.thumbnail a > img,
+.carousel-inner > .item > img,
+.carousel-inner > .item > a > img {
+ display: block;
+ max-width: 100%;
+ height: auto;
+}
+.img-rounded {
+ border-radius: 3px;
+}
+.img-thumbnail {
+ padding: 4px;
+ line-height: 1.42857143;
+ background-color: #fff;
+ border: 1px solid #ddd;
+ border-radius: 2px;
+ -webkit-transition: all 0.2s ease-in-out;
+ -o-transition: all 0.2s ease-in-out;
+ transition: all 0.2s ease-in-out;
+ display: inline-block;
+ max-width: 100%;
+ height: auto;
+}
+.img-circle {
+ border-radius: 50%;
+}
+hr {
+ margin-top: 18px;
+ margin-bottom: 18px;
+ border: 0;
+ border-top: 1px solid #eeeeee;
+}
+.sr-only {
+ position: absolute;
+ width: 1px;
+ height: 1px;
+ margin: -1px;
+ padding: 0;
+ overflow: hidden;
+ clip: rect(0, 0, 0, 0);
+ border: 0;
+}
+.sr-only-focusable:active,
+.sr-only-focusable:focus {
+ position: static;
+ width: auto;
+ height: auto;
+ margin: 0;
+ overflow: visible;
+ clip: auto;
+}
+[role="button"] {
+ cursor: pointer;
+}
+h1,
+h2,
+h3,
+h4,
+h5,
+h6,
+.h1,
+.h2,
+.h3,
+.h4,
+.h5,
+.h6 {
+ font-family: inherit;
+ font-weight: 500;
+ line-height: 1.1;
+ color: inherit;
+}
+h1 small,
+h2 small,
+h3 small,
+h4 small,
+h5 small,
+h6 small,
+.h1 small,
+.h2 small,
+.h3 small,
+.h4 small,
+.h5 small,
+.h6 small,
+h1 .small,
+h2 .small,
+h3 .small,
+h4 .small,
+h5 .small,
+h6 .small,
+.h1 .small,
+.h2 .small,
+.h3 .small,
+.h4 .small,
+.h5 .small,
+.h6 .small {
+ font-weight: normal;
+ line-height: 1;
+ color: #777777;
+}
+h1,
+.h1,
+h2,
+.h2,
+h3,
+.h3 {
+ margin-top: 18px;
+ margin-bottom: 9px;
+}
+h1 small,
+.h1 small,
+h2 small,
+.h2 small,
+h3 small,
+.h3 small,
+h1 .small,
+.h1 .small,
+h2 .small,
+.h2 .small,
+h3 .small,
+.h3 .small {
+ font-size: 65%;
+}
+h4,
+.h4,
+h5,
+.h5,
+h6,
+.h6 {
+ margin-top: 9px;
+ margin-bottom: 9px;
+}
+h4 small,
+.h4 small,
+h5 small,
+.h5 small,
+h6 small,
+.h6 small,
+h4 .small,
+.h4 .small,
+h5 .small,
+.h5 .small,
+h6 .small,
+.h6 .small {
+ font-size: 75%;
+}
+h1,
+.h1 {
+ font-size: 33px;
+}
+h2,
+.h2 {
+ font-size: 27px;
+}
+h3,
+.h3 {
+ font-size: 23px;
+}
+h4,
+.h4 {
+ font-size: 17px;
+}
+h5,
+.h5 {
+ font-size: 13px;
+}
+h6,
+.h6 {
+ font-size: 12px;
+}
+p {
+ margin: 0 0 9px;
+}
+.lead {
+ margin-bottom: 18px;
+ font-size: 14px;
+ font-weight: 300;
+ line-height: 1.4;
+}
+@media (min-width: 768px) {
+ .lead {
+ font-size: 19.5px;
+ }
+}
+small,
+.small {
+ font-size: 92%;
+}
+mark,
+.mark {
+ background-color: #fcf8e3;
+ padding: .2em;
+}
+.text-left {
+ text-align: left;
+}
+.text-right {
+ text-align: right;
+}
+.text-center {
+ text-align: center;
+}
+.text-justify {
+ text-align: justify;
+}
+.text-nowrap {
+ white-space: nowrap;
+}
+.text-lowercase {
+ text-transform: lowercase;
+}
+.text-uppercase {
+ text-transform: uppercase;
+}
+.text-capitalize {
+ text-transform: capitalize;
+}
+.text-muted {
+ color: #777777;
+}
+.text-primary {
+ color: #337ab7;
+}
+a.text-primary:hover,
+a.text-primary:focus {
+ color: #286090;
+}
+.text-success {
+ color: #3c763d;
+}
+a.text-success:hover,
+a.text-success:focus {
+ color: #2b542c;
+}
+.text-info {
+ color: #31708f;
+}
+a.text-info:hover,
+a.text-info:focus {
+ color: #245269;
+}
+.text-warning {
+ color: #8a6d3b;
+}
+a.text-warning:hover,
+a.text-warning:focus {
+ color: #66512c;
+}
+.text-danger {
+ color: #a94442;
+}
+a.text-danger:hover,
+a.text-danger:focus {
+ color: #843534;
+}
+.bg-primary {
+ color: #fff;
+ background-color: #337ab7;
+}
+a.bg-primary:hover,
+a.bg-primary:focus {
+ background-color: #286090;
+}
+.bg-success {
+ background-color: #dff0d8;
+}
+a.bg-success:hover,
+a.bg-success:focus {
+ background-color: #c1e2b3;
+}
+.bg-info {
+ background-color: #d9edf7;
+}
+a.bg-info:hover,
+a.bg-info:focus {
+ background-color: #afd9ee;
+}
+.bg-warning {
+ background-color: #fcf8e3;
+}
+a.bg-warning:hover,
+a.bg-warning:focus {
+ background-color: #f7ecb5;
+}
+.bg-danger {
+ background-color: #f2dede;
+}
+a.bg-danger:hover,
+a.bg-danger:focus {
+ background-color: #e4b9b9;
+}
+.page-header {
+ padding-bottom: 8px;
+ margin: 36px 0 18px;
+ border-bottom: 1px solid #eeeeee;
+}
+ul,
+ol {
+ margin-top: 0;
+ margin-bottom: 9px;
+}
+ul ul,
+ol ul,
+ul ol,
+ol ol {
+ margin-bottom: 0;
+}
+.list-unstyled {
+ padding-left: 0;
+ list-style: none;
+}
+.list-inline {
+ padding-left: 0;
+ list-style: none;
+ margin-left: -5px;
+}
+.list-inline > li {
+ display: inline-block;
+ padding-left: 5px;
+ padding-right: 5px;
+}
+dl {
+ margin-top: 0;
+ margin-bottom: 18px;
+}
+dt,
+dd {
+ line-height: 1.42857143;
+}
+dt {
+ font-weight: bold;
+}
+dd {
+ margin-left: 0;
+}
+@media (min-width: 541px) {
+ .dl-horizontal dt {
+ float: left;
+ width: 160px;
+ clear: left;
+ text-align: right;
+ overflow: hidden;
+ text-overflow: ellipsis;
+ white-space: nowrap;
+ }
+ .dl-horizontal dd {
+ margin-left: 180px;
+ }
+}
+abbr[title],
+abbr[data-original-title] {
+ cursor: help;
+ border-bottom: 1px dotted #777777;
+}
+.initialism {
+ font-size: 90%;
+ text-transform: uppercase;
+}
+blockquote {
+ padding: 9px 18px;
+ margin: 0 0 18px;
+ font-size: inherit;
+ border-left: 5px solid #eeeeee;
+}
+blockquote p:last-child,
+blockquote ul:last-child,
+blockquote ol:last-child {
+ margin-bottom: 0;
+}
+blockquote footer,
+blockquote small,
+blockquote .small {
+ display: block;
+ font-size: 80%;
+ line-height: 1.42857143;
+ color: #777777;
+}
+blockquote footer:before,
+blockquote small:before,
+blockquote .small:before {
+ content: '\2014 \00A0';
+}
+.blockquote-reverse,
+blockquote.pull-right {
+ padding-right: 15px;
+ padding-left: 0;
+ border-right: 5px solid #eeeeee;
+ border-left: 0;
+ text-align: right;
+}
+.blockquote-reverse footer:before,
+blockquote.pull-right footer:before,
+.blockquote-reverse small:before,
+blockquote.pull-right small:before,
+.blockquote-reverse .small:before,
+blockquote.pull-right .small:before {
+ content: '';
+}
+.blockquote-reverse footer:after,
+blockquote.pull-right footer:after,
+.blockquote-reverse small:after,
+blockquote.pull-right small:after,
+.blockquote-reverse .small:after,
+blockquote.pull-right .small:after {
+ content: '\00A0 \2014';
+}
+address {
+ margin-bottom: 18px;
+ font-style: normal;
+ line-height: 1.42857143;
+}
+code,
+kbd,
+pre,
+samp {
+ font-family: monospace;
+}
+code {
+ padding: 2px 4px;
+ font-size: 90%;
+ color: #c7254e;
+ background-color: #f9f2f4;
+ border-radius: 2px;
+}
+kbd {
+ padding: 2px 4px;
+ font-size: 90%;
+ color: #888;
+ background-color: transparent;
+ border-radius: 1px;
+ box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
+}
+kbd kbd {
+ padding: 0;
+ font-size: 100%;
+ font-weight: bold;
+ box-shadow: none;
+}
+pre {
+ display: block;
+ padding: 8.5px;
+ margin: 0 0 9px;
+ font-size: 12px;
+ line-height: 1.42857143;
+ word-break: break-all;
+ word-wrap: break-word;
+ color: #333333;
+ background-color: #f5f5f5;
+ border: 1px solid #ccc;
+ border-radius: 2px;
+}
+pre code {
+ padding: 0;
+ font-size: inherit;
+ color: inherit;
+ white-space: pre-wrap;
+ background-color: transparent;
+ border-radius: 0;
+}
+.pre-scrollable {
+ max-height: 340px;
+ overflow-y: scroll;
+}
+.container {
+ margin-right: auto;
+ margin-left: auto;
+ padding-left: 0px;
+ padding-right: 0px;
+}
+@media (min-width: 768px) {
+ .container {
+ width: 768px;
+ }
+}
+@media (min-width: 992px) {
+ .container {
+ width: 940px;
+ }
+}
+@media (min-width: 1200px) {
+ .container {
+ width: 1140px;
+ }
+}
+.container-fluid {
+ margin-right: auto;
+ margin-left: auto;
+ padding-left: 0px;
+ padding-right: 0px;
+}
+.row {
+ margin-left: 0px;
+ margin-right: 0px;
+}
+.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
+ position: relative;
+ min-height: 1px;
+ padding-left: 0px;
+ padding-right: 0px;
+}
+.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
+ float: left;
+}
+.col-xs-12 {
+ width: 100%;
+}
+.col-xs-11 {
+ width: 91.66666667%;
+}
+.col-xs-10 {
+ width: 83.33333333%;
+}
+.col-xs-9 {
+ width: 75%;
+}
+.col-xs-8 {
+ width: 66.66666667%;
+}
+.col-xs-7 {
+ width: 58.33333333%;
+}
+.col-xs-6 {
+ width: 50%;
+}
+.col-xs-5 {
+ width: 41.66666667%;
+}
+.col-xs-4 {
+ width: 33.33333333%;
+}
+.col-xs-3 {
+ width: 25%;
+}
+.col-xs-2 {
+ width: 16.66666667%;
+}
+.col-xs-1 {
+ width: 8.33333333%;
+}
+.col-xs-pull-12 {
+ right: 100%;
+}
+.col-xs-pull-11 {
+ right: 91.66666667%;
+}
+.col-xs-pull-10 {
+ right: 83.33333333%;
+}
+.col-xs-pull-9 {
+ right: 75%;
+}
+.col-xs-pull-8 {
+ right: 66.66666667%;
+}
+.col-xs-pull-7 {
+ right: 58.33333333%;
+}
+.col-xs-pull-6 {
+ right: 50%;
+}
+.col-xs-pull-5 {
+ right: 41.66666667%;
+}
+.col-xs-pull-4 {
+ right: 33.33333333%;
+}
+.col-xs-pull-3 {
+ right: 25%;
+}
+.col-xs-pull-2 {
+ right: 16.66666667%;
+}
+.col-xs-pull-1 {
+ right: 8.33333333%;
+}
+.col-xs-pull-0 {
+ right: auto;
+}
+.col-xs-push-12 {
+ left: 100%;
+}
+.col-xs-push-11 {
+ left: 91.66666667%;
+}
+.col-xs-push-10 {
+ left: 83.33333333%;
+}
+.col-xs-push-9 {
+ left: 75%;
+}
+.col-xs-push-8 {
+ left: 66.66666667%;
+}
+.col-xs-push-7 {
+ left: 58.33333333%;
+}
+.col-xs-push-6 {
+ left: 50%;
+}
+.col-xs-push-5 {
+ left: 41.66666667%;
+}
+.col-xs-push-4 {
+ left: 33.33333333%;
+}
+.col-xs-push-3 {
+ left: 25%;
+}
+.col-xs-push-2 {
+ left: 16.66666667%;
+}
+.col-xs-push-1 {
+ left: 8.33333333%;
+}
+.col-xs-push-0 {
+ left: auto;
+}
+.col-xs-offset-12 {
+ margin-left: 100%;
+}
+.col-xs-offset-11 {
+ margin-left: 91.66666667%;
+}
+.col-xs-offset-10 {
+ margin-left: 83.33333333%;
+}
+.col-xs-offset-9 {
+ margin-left: 75%;
+}
+.col-xs-offset-8 {
+ margin-left: 66.66666667%;
+}
+.col-xs-offset-7 {
+ margin-left: 58.33333333%;
+}
+.col-xs-offset-6 {
+ margin-left: 50%;
+}
+.col-xs-offset-5 {
+ margin-left: 41.66666667%;
+}
+.col-xs-offset-4 {
+ margin-left: 33.33333333%;
+}
+.col-xs-offset-3 {
+ margin-left: 25%;
+}
+.col-xs-offset-2 {
+ margin-left: 16.66666667%;
+}
+.col-xs-offset-1 {
+ margin-left: 8.33333333%;
+}
+.col-xs-offset-0 {
+ margin-left: 0%;
+}
+@media (min-width: 768px) {
+ .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
+ float: left;
+ }
+ .col-sm-12 {
+ width: 100%;
+ }
+ .col-sm-11 {
+ width: 91.66666667%;
+ }
+ .col-sm-10 {
+ width: 83.33333333%;
+ }
+ .col-sm-9 {
+ width: 75%;
+ }
+ .col-sm-8 {
+ width: 66.66666667%;
+ }
+ .col-sm-7 {
+ width: 58.33333333%;
+ }
+ .col-sm-6 {
+ width: 50%;
+ }
+ .col-sm-5 {
+ width: 41.66666667%;
+ }
+ .col-sm-4 {
+ width: 33.33333333%;
+ }
+ .col-sm-3 {
+ width: 25%;
+ }
+ .col-sm-2 {
+ width: 16.66666667%;
+ }
+ .col-sm-1 {
+ width: 8.33333333%;
+ }
+ .col-sm-pull-12 {
+ right: 100%;
+ }
+ .col-sm-pull-11 {
+ right: 91.66666667%;
+ }
+ .col-sm-pull-10 {
+ right: 83.33333333%;
+ }
+ .col-sm-pull-9 {
+ right: 75%;
+ }
+ .col-sm-pull-8 {
+ right: 66.66666667%;
+ }
+ .col-sm-pull-7 {
+ right: 58.33333333%;
+ }
+ .col-sm-pull-6 {
+ right: 50%;
+ }
+ .col-sm-pull-5 {
+ right: 41.66666667%;
+ }
+ .col-sm-pull-4 {
+ right: 33.33333333%;
+ }
+ .col-sm-pull-3 {
+ right: 25%;
+ }
+ .col-sm-pull-2 {
+ right: 16.66666667%;
+ }
+ .col-sm-pull-1 {
+ right: 8.33333333%;
+ }
+ .col-sm-pull-0 {
+ right: auto;
+ }
+ .col-sm-push-12 {
+ left: 100%;
+ }
+ .col-sm-push-11 {
+ left: 91.66666667%;
+ }
+ .col-sm-push-10 {
+ left: 83.33333333%;
+ }
+ .col-sm-push-9 {
+ left: 75%;
+ }
+ .col-sm-push-8 {
+ left: 66.66666667%;
+ }
+ .col-sm-push-7 {
+ left: 58.33333333%;
+ }
+ .col-sm-push-6 {
+ left: 50%;
+ }
+ .col-sm-push-5 {
+ left: 41.66666667%;
+ }
+ .col-sm-push-4 {
+ left: 33.33333333%;
+ }
+ .col-sm-push-3 {
+ left: 25%;
+ }
+ .col-sm-push-2 {
+ left: 16.66666667%;
+ }
+ .col-sm-push-1 {
+ left: 8.33333333%;
+ }
+ .col-sm-push-0 {
+ left: auto;
+ }
+ .col-sm-offset-12 {
+ margin-left: 100%;
+ }
+ .col-sm-offset-11 {
+ margin-left: 91.66666667%;
+ }
+ .col-sm-offset-10 {
+ margin-left: 83.33333333%;
+ }
+ .col-sm-offset-9 {
+ margin-left: 75%;
+ }
+ .col-sm-offset-8 {
+ margin-left: 66.66666667%;
+ }
+ .col-sm-offset-7 {
+ margin-left: 58.33333333%;
+ }
+ .col-sm-offset-6 {
+ margin-left: 50%;
+ }
+ .col-sm-offset-5 {
+ margin-left: 41.66666667%;
+ }
+ .col-sm-offset-4 {
+ margin-left: 33.33333333%;
+ }
+ .col-sm-offset-3 {
+ margin-left: 25%;
+ }
+ .col-sm-offset-2 {
+ margin-left: 16.66666667%;
+ }
+ .col-sm-offset-1 {
+ margin-left: 8.33333333%;
+ }
+ .col-sm-offset-0 {
+ margin-left: 0%;
+ }
+}
+@media (min-width: 992px) {
+ .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
+ float: left;
+ }
+ .col-md-12 {
+ width: 100%;
+ }
+ .col-md-11 {
+ width: 91.66666667%;
+ }
+ .col-md-10 {
+ width: 83.33333333%;
+ }
+ .col-md-9 {
+ width: 75%;
+ }
+ .col-md-8 {
+ width: 66.66666667%;
+ }
+ .col-md-7 {
+ width: 58.33333333%;
+ }
+ .col-md-6 {
+ width: 50%;
+ }
+ .col-md-5 {
+ width: 41.66666667%;
+ }
+ .col-md-4 {
+ width: 33.33333333%;
+ }
+ .col-md-3 {
+ width: 25%;
+ }
+ .col-md-2 {
+ width: 16.66666667%;
+ }
+ .col-md-1 {
+ width: 8.33333333%;
+ }
+ .col-md-pull-12 {
+ right: 100%;
+ }
+ .col-md-pull-11 {
+ right: 91.66666667%;
+ }
+ .col-md-pull-10 {
+ right: 83.33333333%;
+ }
+ .col-md-pull-9 {
+ right: 75%;
+ }
+ .col-md-pull-8 {
+ right: 66.66666667%;
+ }
+ .col-md-pull-7 {
+ right: 58.33333333%;
+ }
+ .col-md-pull-6 {
+ right: 50%;
+ }
+ .col-md-pull-5 {
+ right: 41.66666667%;
+ }
+ .col-md-pull-4 {
+ right: 33.33333333%;
+ }
+ .col-md-pull-3 {
+ right: 25%;
+ }
+ .col-md-pull-2 {
+ right: 16.66666667%;
+ }
+ .col-md-pull-1 {
+ right: 8.33333333%;
+ }
+ .col-md-pull-0 {
+ right: auto;
+ }
+ .col-md-push-12 {
+ left: 100%;
+ }
+ .col-md-push-11 {
+ left: 91.66666667%;
+ }
+ .col-md-push-10 {
+ left: 83.33333333%;
+ }
+ .col-md-push-9 {
+ left: 75%;
+ }
+ .col-md-push-8 {
+ left: 66.66666667%;
+ }
+ .col-md-push-7 {
+ left: 58.33333333%;
+ }
+ .col-md-push-6 {
+ left: 50%;
+ }
+ .col-md-push-5 {
+ left: 41.66666667%;
+ }
+ .col-md-push-4 {
+ left: 33.33333333%;
+ }
+ .col-md-push-3 {
+ left: 25%;
+ }
+ .col-md-push-2 {
+ left: 16.66666667%;
+ }
+ .col-md-push-1 {
+ left: 8.33333333%;
+ }
+ .col-md-push-0 {
+ left: auto;
+ }
+ .col-md-offset-12 {
+ margin-left: 100%;
+ }
+ .col-md-offset-11 {
+ margin-left: 91.66666667%;
+ }
+ .col-md-offset-10 {
+ margin-left: 83.33333333%;
+ }
+ .col-md-offset-9 {
+ margin-left: 75%;
+ }
+ .col-md-offset-8 {
+ margin-left: 66.66666667%;
+ }
+ .col-md-offset-7 {
+ margin-left: 58.33333333%;
+ }
+ .col-md-offset-6 {
+ margin-left: 50%;
+ }
+ .col-md-offset-5 {
+ margin-left: 41.66666667%;
+ }
+ .col-md-offset-4 {
+ margin-left: 33.33333333%;
+ }
+ .col-md-offset-3 {
+ margin-left: 25%;
+ }
+ .col-md-offset-2 {
+ margin-left: 16.66666667%;
+ }
+ .col-md-offset-1 {
+ margin-left: 8.33333333%;
+ }
+ .col-md-offset-0 {
+ margin-left: 0%;
+ }
+}
+@media (min-width: 1200px) {
+ .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
+ float: left;
+ }
+ .col-lg-12 {
+ width: 100%;
+ }
+ .col-lg-11 {
+ width: 91.66666667%;
+ }
+ .col-lg-10 {
+ width: 83.33333333%;
+ }
+ .col-lg-9 {
+ width: 75%;
+ }
+ .col-lg-8 {
+ width: 66.66666667%;
+ }
+ .col-lg-7 {
+ width: 58.33333333%;
+ }
+ .col-lg-6 {
+ width: 50%;
+ }
+ .col-lg-5 {
+ width: 41.66666667%;
+ }
+ .col-lg-4 {
+ width: 33.33333333%;
+ }
+ .col-lg-3 {
+ width: 25%;
+ }
+ .col-lg-2 {
+ width: 16.66666667%;
+ }
+ .col-lg-1 {
+ width: 8.33333333%;
+ }
+ .col-lg-pull-12 {
+ right: 100%;
+ }
+ .col-lg-pull-11 {
+ right: 91.66666667%;
+ }
+ .col-lg-pull-10 {
+ right: 83.33333333%;
+ }
+ .col-lg-pull-9 {
+ right: 75%;
+ }
+ .col-lg-pull-8 {
+ right: 66.66666667%;
+ }
+ .col-lg-pull-7 {
+ right: 58.33333333%;
+ }
+ .col-lg-pull-6 {
+ right: 50%;
+ }
+ .col-lg-pull-5 {
+ right: 41.66666667%;
+ }
+ .col-lg-pull-4 {
+ right: 33.33333333%;
+ }
+ .col-lg-pull-3 {
+ right: 25%;
+ }
+ .col-lg-pull-2 {
+ right: 16.66666667%;
+ }
+ .col-lg-pull-1 {
+ right: 8.33333333%;
+ }
+ .col-lg-pull-0 {
+ right: auto;
+ }
+ .col-lg-push-12 {
+ left: 100%;
+ }
+ .col-lg-push-11 {
+ left: 91.66666667%;
+ }
+ .col-lg-push-10 {
+ left: 83.33333333%;
+ }
+ .col-lg-push-9 {
+ left: 75%;
+ }
+ .col-lg-push-8 {
+ left: 66.66666667%;
+ }
+ .col-lg-push-7 {
+ left: 58.33333333%;
+ }
+ .col-lg-push-6 {
+ left: 50%;
+ }
+ .col-lg-push-5 {
+ left: 41.66666667%;
+ }
+ .col-lg-push-4 {
+ left: 33.33333333%;
+ }
+ .col-lg-push-3 {
+ left: 25%;
+ }
+ .col-lg-push-2 {
+ left: 16.66666667%;
+ }
+ .col-lg-push-1 {
+ left: 8.33333333%;
+ }
+ .col-lg-push-0 {
+ left: auto;
+ }
+ .col-lg-offset-12 {
+ margin-left: 100%;
+ }
+ .col-lg-offset-11 {
+ margin-left: 91.66666667%;
+ }
+ .col-lg-offset-10 {
+ margin-left: 83.33333333%;
+ }
+ .col-lg-offset-9 {
+ margin-left: 75%;
+ }
+ .col-lg-offset-8 {
+ margin-left: 66.66666667%;
+ }
+ .col-lg-offset-7 {
+ margin-left: 58.33333333%;
+ }
+ .col-lg-offset-6 {
+ margin-left: 50%;
+ }
+ .col-lg-offset-5 {
+ margin-left: 41.66666667%;
+ }
+ .col-lg-offset-4 {
+ margin-left: 33.33333333%;
+ }
+ .col-lg-offset-3 {
+ margin-left: 25%;
+ }
+ .col-lg-offset-2 {
+ margin-left: 16.66666667%;
+ }
+ .col-lg-offset-1 {
+ margin-left: 8.33333333%;
+ }
+ .col-lg-offset-0 {
+ margin-left: 0%;
+ }
+}
+table {
+ background-color: transparent;
+}
+caption {
+ padding-top: 8px;
+ padding-bottom: 8px;
+ color: #777777;
+ text-align: left;
+}
+th {
+ text-align: left;
+}
+.table {
+ width: 100%;
+ max-width: 100%;
+ margin-bottom: 18px;
+}
+.table > thead > tr > th,
+.table > tbody > tr > th,
+.table > tfoot > tr > th,
+.table > thead > tr > td,
+.table > tbody > tr > td,
+.table > tfoot > tr > td {
+ padding: 8px;
+ line-height: 1.42857143;
+ vertical-align: top;
+ border-top: 1px solid #ddd;
+}
+.table > thead > tr > th {
+ vertical-align: bottom;
+ border-bottom: 2px solid #ddd;
+}
+.table > caption + thead > tr:first-child > th,
+.table > colgroup + thead > tr:first-child > th,
+.table > thead:first-child > tr:first-child > th,
+.table > caption + thead > tr:first-child > td,
+.table > colgroup + thead > tr:first-child > td,
+.table > thead:first-child > tr:first-child > td {
+ border-top: 0;
+}
+.table > tbody + tbody {
+ border-top: 2px solid #ddd;
+}
+.table .table {
+ background-color: #fff;
+}
+.table-condensed > thead > tr > th,
+.table-condensed > tbody > tr > th,
+.table-condensed > tfoot > tr > th,
+.table-condensed > thead > tr > td,
+.table-condensed > tbody > tr > td,
+.table-condensed > tfoot > tr > td {
+ padding: 5px;
+}
+.table-bordered {
+ border: 1px solid #ddd;
+}
+.table-bordered > thead > tr > th,
+.table-bordered > tbody > tr > th,
+.table-bordered > tfoot > tr > th,
+.table-bordered > thead > tr > td,
+.table-bordered > tbody > tr > td,
+.table-bordered > tfoot > tr > td {
+ border: 1px solid #ddd;
+}
+.table-bordered > thead > tr > th,
+.table-bordered > thead > tr > td {
+ border-bottom-width: 2px;
+}
+.table-striped > tbody > tr:nth-of-type(odd) {
+ background-color: #f9f9f9;
+}
+.table-hover > tbody > tr:hover {
+ background-color: #f5f5f5;
+}
+table col[class*="col-"] {
+ position: static;
+ float: none;
+ display: table-column;
+}
+table td[class*="col-"],
+table th[class*="col-"] {
+ position: static;
+ float: none;
+ display: table-cell;
+}
+.table > thead > tr > td.active,
+.table > tbody > tr > td.active,
+.table > tfoot > tr > td.active,
+.table > thead > tr > th.active,
+.table > tbody > tr > th.active,
+.table > tfoot > tr > th.active,
+.table > thead > tr.active > td,
+.table > tbody > tr.active > td,
+.table > tfoot > tr.active > td,
+.table > thead > tr.active > th,
+.table > tbody > tr.active > th,
+.table > tfoot > tr.active > th {
+ background-color: #f5f5f5;
+}
+.table-hover > tbody > tr > td.active:hover,
+.table-hover > tbody > tr > th.active:hover,
+.table-hover > tbody > tr.active:hover > td,
+.table-hover > tbody > tr:hover > .active,
+.table-hover > tbody > tr.active:hover > th {
+ background-color: #e8e8e8;
+}
+.table > thead > tr > td.success,
+.table > tbody > tr > td.success,
+.table > tfoot > tr > td.success,
+.table > thead > tr > th.success,
+.table > tbody > tr > th.success,
+.table > tfoot > tr > th.success,
+.table > thead > tr.success > td,
+.table > tbody > tr.success > td,
+.table > tfoot > tr.success > td,
+.table > thead > tr.success > th,
+.table > tbody > tr.success > th,
+.table > tfoot > tr.success > th {
+ background-color: #dff0d8;
+}
+.table-hover > tbody > tr > td.success:hover,
+.table-hover > tbody > tr > th.success:hover,
+.table-hover > tbody > tr.success:hover > td,
+.table-hover > tbody > tr:hover > .success,
+.table-hover > tbody > tr.success:hover > th {
+ background-color: #d0e9c6;
+}
+.table > thead > tr > td.info,
+.table > tbody > tr > td.info,
+.table > tfoot > tr > td.info,
+.table > thead > tr > th.info,
+.table > tbody > tr > th.info,
+.table > tfoot > tr > th.info,
+.table > thead > tr.info > td,
+.table > tbody > tr.info > td,
+.table > tfoot > tr.info > td,
+.table > thead > tr.info > th,
+.table > tbody > tr.info > th,
+.table > tfoot > tr.info > th {
+ background-color: #d9edf7;
+}
+.table-hover > tbody > tr > td.info:hover,
+.table-hover > tbody > tr > th.info:hover,
+.table-hover > tbody > tr.info:hover > td,
+.table-hover > tbody > tr:hover > .info,
+.table-hover > tbody > tr.info:hover > th {
+ background-color: #c4e3f3;
+}
+.table > thead > tr > td.warning,
+.table > tbody > tr > td.warning,
+.table > tfoot > tr > td.warning,
+.table > thead > tr > th.warning,
+.table > tbody > tr > th.warning,
+.table > tfoot > tr > th.warning,
+.table > thead > tr.warning > td,
+.table > tbody > tr.warning > td,
+.table > tfoot > tr.warning > td,
+.table > thead > tr.warning > th,
+.table > tbody > tr.warning > th,
+.table > tfoot > tr.warning > th {
+ background-color: #fcf8e3;
+}
+.table-hover > tbody > tr > td.warning:hover,
+.table-hover > tbody > tr > th.warning:hover,
+.table-hover > tbody > tr.warning:hover > td,
+.table-hover > tbody > tr:hover > .warning,
+.table-hover > tbody > tr.warning:hover > th {
+ background-color: #faf2cc;
+}
+.table > thead > tr > td.danger,
+.table > tbody > tr > td.danger,
+.table > tfoot > tr > td.danger,
+.table > thead > tr > th.danger,
+.table > tbody > tr > th.danger,
+.table > tfoot > tr > th.danger,
+.table > thead > tr.danger > td,
+.table > tbody > tr.danger > td,
+.table > tfoot > tr.danger > td,
+.table > thead > tr.danger > th,
+.table > tbody > tr.danger > th,
+.table > tfoot > tr.danger > th {
+ background-color: #f2dede;
+}
+.table-hover > tbody > tr > td.danger:hover,
+.table-hover > tbody > tr > th.danger:hover,
+.table-hover > tbody > tr.danger:hover > td,
+.table-hover > tbody > tr:hover > .danger,
+.table-hover > tbody > tr.danger:hover > th {
+ background-color: #ebcccc;
+}
+.table-responsive {
+ overflow-x: auto;
+ min-height: 0.01%;
+}
+@media screen and (max-width: 767px) {
+ .table-responsive {
+ width: 100%;
+ margin-bottom: 13.5px;
+ overflow-y: hidden;
+ -ms-overflow-style: -ms-autohiding-scrollbar;
+ border: 1px solid #ddd;
+ }
+ .table-responsive > .table {
+ margin-bottom: 0;
+ }
+ .table-responsive > .table > thead > tr > th,
+ .table-responsive > .table > tbody > tr > th,
+ .table-responsive > .table > tfoot > tr > th,
+ .table-responsive > .table > thead > tr > td,
+ .table-responsive > .table > tbody > tr > td,
+ .table-responsive > .table > tfoot > tr > td {
+ white-space: nowrap;
+ }
+ .table-responsive > .table-bordered {
+ border: 0;
+ }
+ .table-responsive > .table-bordered > thead > tr > th:first-child,
+ .table-responsive > .table-bordered > tbody > tr > th:first-child,
+ .table-responsive > .table-bordered > tfoot > tr > th:first-child,
+ .table-responsive > .table-bordered > thead > tr > td:first-child,
+ .table-responsive > .table-bordered > tbody > tr > td:first-child,
+ .table-responsive > .table-bordered > tfoot > tr > td:first-child {
+ border-left: 0;
+ }
+ .table-responsive > .table-bordered > thead > tr > th:last-child,
+ .table-responsive > .table-bordered > tbody > tr > th:last-child,
+ .table-responsive > .table-bordered > tfoot > tr > th:last-child,
+ .table-responsive > .table-bordered > thead > tr > td:last-child,
+ .table-responsive > .table-bordered > tbody > tr > td:last-child,
+ .table-responsive > .table-bordered > tfoot > tr > td:last-child {
+ border-right: 0;
+ }
+ .table-responsive > .table-bordered > tbody > tr:last-child > th,
+ .table-responsive > .table-bordered > tfoot > tr:last-child > th,
+ .table-responsive > .table-bordered > tbody > tr:last-child > td,
+ .table-responsive > .table-bordered > tfoot > tr:last-child > td {
+ border-bottom: 0;
+ }
+}
+fieldset {
+ padding: 0;
+ margin: 0;
+ border: 0;
+ min-width: 0;
+}
+legend {
+ display: block;
+ width: 100%;
+ padding: 0;
+ margin-bottom: 18px;
+ font-size: 19.5px;
+ line-height: inherit;
+ color: #333333;
+ border: 0;
+ border-bottom: 1px solid #e5e5e5;
+}
+label {
+ display: inline-block;
+ max-width: 100%;
+ margin-bottom: 5px;
+ font-weight: bold;
+}
+input[type="search"] {
+ -webkit-box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ box-sizing: border-box;
+}
+input[type="radio"],
+input[type="checkbox"] {
+ margin: 4px 0 0;
+ margin-top: 1px \9;
+ line-height: normal;
+}
+input[type="file"] {
+ display: block;
+}
+input[type="range"] {
+ display: block;
+ width: 100%;
+}
+select[multiple],
+select[size] {
+ height: auto;
+}
+input[type="file"]:focus,
+input[type="radio"]:focus,
+input[type="checkbox"]:focus {
+ outline: 5px auto -webkit-focus-ring-color;
+ outline-offset: -2px;
+}
+output {
+ display: block;
+ padding-top: 7px;
+ font-size: 13px;
+ line-height: 1.42857143;
+ color: #555555;
+}
+.form-control {
+ display: block;
+ width: 100%;
+ height: 32px;
+ padding: 6px 12px;
+ font-size: 13px;
+ line-height: 1.42857143;
+ color: #555555;
+ background-color: #fff;
+ background-image: none;
+ border: 1px solid #ccc;
+ border-radius: 2px;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+ -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+ transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+}
+.form-control:focus {
+ border-color: #66afe9;
+ outline: 0;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
+ box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
+}
+.form-control::-moz-placeholder {
+ color: #999;
+ opacity: 1;
+}
+.form-control:-ms-input-placeholder {
+ color: #999;
+}
+.form-control::-webkit-input-placeholder {
+ color: #999;
+}
+.form-control::-ms-expand {
+ border: 0;
+ background-color: transparent;
+}
+.form-control[disabled],
+.form-control[readonly],
+fieldset[disabled] .form-control {
+ background-color: #eeeeee;
+ opacity: 1;
+}
+.form-control[disabled],
+fieldset[disabled] .form-control {
+ cursor: not-allowed;
+}
+textarea.form-control {
+ height: auto;
+}
+input[type="search"] {
+ -webkit-appearance: none;
+}
+@media screen and (-webkit-min-device-pixel-ratio: 0) {
+ input[type="date"].form-control,
+ input[type="time"].form-control,
+ input[type="datetime-local"].form-control,
+ input[type="month"].form-control {
+ line-height: 32px;
+ }
+ input[type="date"].input-sm,
+ input[type="time"].input-sm,
+ input[type="datetime-local"].input-sm,
+ input[type="month"].input-sm,
+ .input-group-sm input[type="date"],
+ .input-group-sm input[type="time"],
+ .input-group-sm input[type="datetime-local"],
+ .input-group-sm input[type="month"] {
+ line-height: 30px;
+ }
+ input[type="date"].input-lg,
+ input[type="time"].input-lg,
+ input[type="datetime-local"].input-lg,
+ input[type="month"].input-lg,
+ .input-group-lg input[type="date"],
+ .input-group-lg input[type="time"],
+ .input-group-lg input[type="datetime-local"],
+ .input-group-lg input[type="month"] {
+ line-height: 45px;
+ }
+}
+.form-group {
+ margin-bottom: 15px;
+}
+.radio,
+.checkbox {
+ position: relative;
+ display: block;
+ margin-top: 10px;
+ margin-bottom: 10px;
+}
+.radio label,
+.checkbox label {
+ min-height: 18px;
+ padding-left: 20px;
+ margin-bottom: 0;
+ font-weight: normal;
+ cursor: pointer;
+}
+.radio input[type="radio"],
+.radio-inline input[type="radio"],
+.checkbox input[type="checkbox"],
+.checkbox-inline input[type="checkbox"] {
+ position: absolute;
+ margin-left: -20px;
+ margin-top: 4px \9;
+}
+.radio + .radio,
+.checkbox + .checkbox {
+ margin-top: -5px;
+}
+.radio-inline,
+.checkbox-inline {
+ position: relative;
+ display: inline-block;
+ padding-left: 20px;
+ margin-bottom: 0;
+ vertical-align: middle;
+ font-weight: normal;
+ cursor: pointer;
+}
+.radio-inline + .radio-inline,
+.checkbox-inline + .checkbox-inline {
+ margin-top: 0;
+ margin-left: 10px;
+}
+input[type="radio"][disabled],
+input[type="checkbox"][disabled],
+input[type="radio"].disabled,
+input[type="checkbox"].disabled,
+fieldset[disabled] input[type="radio"],
+fieldset[disabled] input[type="checkbox"] {
+ cursor: not-allowed;
+}
+.radio-inline.disabled,
+.checkbox-inline.disabled,
+fieldset[disabled] .radio-inline,
+fieldset[disabled] .checkbox-inline {
+ cursor: not-allowed;
+}
+.radio.disabled label,
+.checkbox.disabled label,
+fieldset[disabled] .radio label,
+fieldset[disabled] .checkbox label {
+ cursor: not-allowed;
+}
+.form-control-static {
+ padding-top: 7px;
+ padding-bottom: 7px;
+ margin-bottom: 0;
+ min-height: 31px;
+}
+.form-control-static.input-lg,
+.form-control-static.input-sm {
+ padding-left: 0;
+ padding-right: 0;
+}
+.input-sm {
+ height: 30px;
+ padding: 5px 10px;
+ font-size: 12px;
+ line-height: 1.5;
+ border-radius: 1px;
+}
+select.input-sm {
+ height: 30px;
+ line-height: 30px;
+}
+textarea.input-sm,
+select[multiple].input-sm {
+ height: auto;
+}
+.form-group-sm .form-control {
+ height: 30px;
+ padding: 5px 10px;
+ font-size: 12px;
+ line-height: 1.5;
+ border-radius: 1px;
+}
+.form-group-sm select.form-control {
+ height: 30px;
+ line-height: 30px;
+}
+.form-group-sm textarea.form-control,
+.form-group-sm select[multiple].form-control {
+ height: auto;
+}
+.form-group-sm .form-control-static {
+ height: 30px;
+ min-height: 30px;
+ padding: 6px 10px;
+ font-size: 12px;
+ line-height: 1.5;
+}
+.input-lg {
+ height: 45px;
+ padding: 10px 16px;
+ font-size: 17px;
+ line-height: 1.3333333;
+ border-radius: 3px;
+}
+select.input-lg {
+ height: 45px;
+ line-height: 45px;
+}
+textarea.input-lg,
+select[multiple].input-lg {
+ height: auto;
+}
+.form-group-lg .form-control {
+ height: 45px;
+ padding: 10px 16px;
+ font-size: 17px;
+ line-height: 1.3333333;
+ border-radius: 3px;
+}
+.form-group-lg select.form-control {
+ height: 45px;
+ line-height: 45px;
+}
+.form-group-lg textarea.form-control,
+.form-group-lg select[multiple].form-control {
+ height: auto;
+}
+.form-group-lg .form-control-static {
+ height: 45px;
+ min-height: 35px;
+ padding: 11px 16px;
+ font-size: 17px;
+ line-height: 1.3333333;
+}
+.has-feedback {
+ position: relative;
+}
+.has-feedback .form-control {
+ padding-right: 40px;
+}
+.form-control-feedback {
+ position: absolute;
+ top: 0;
+ right: 0;
+ z-index: 2;
+ display: block;
+ width: 32px;
+ height: 32px;
+ line-height: 32px;
+ text-align: center;
+ pointer-events: none;
+}
+.input-lg + .form-control-feedback,
+.input-group-lg + .form-control-feedback,
+.form-group-lg .form-control + .form-control-feedback {
+ width: 45px;
+ height: 45px;
+ line-height: 45px;
+}
+.input-sm + .form-control-feedback,
+.input-group-sm + .form-control-feedback,
+.form-group-sm .form-control + .form-control-feedback {
+ width: 30px;
+ height: 30px;
+ line-height: 30px;
+}
+.has-success .help-block,
+.has-success .control-label,
+.has-success .radio,
+.has-success .checkbox,
+.has-success .radio-inline,
+.has-success .checkbox-inline,
+.has-success.radio label,
+.has-success.checkbox label,
+.has-success.radio-inline label,
+.has-success.checkbox-inline label {
+ color: #3c763d;
+}
+.has-success .form-control {
+ border-color: #3c763d;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+}
+.has-success .form-control:focus {
+ border-color: #2b542c;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
+}
+.has-success .input-group-addon {
+ color: #3c763d;
+ border-color: #3c763d;
+ background-color: #dff0d8;
+}
+.has-success .form-control-feedback {
+ color: #3c763d;
+}
+.has-warning .help-block,
+.has-warning .control-label,
+.has-warning .radio,
+.has-warning .checkbox,
+.has-warning .radio-inline,
+.has-warning .checkbox-inline,
+.has-warning.radio label,
+.has-warning.checkbox label,
+.has-warning.radio-inline label,
+.has-warning.checkbox-inline label {
+ color: #8a6d3b;
+}
+.has-warning .form-control {
+ border-color: #8a6d3b;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+}
+.has-warning .form-control:focus {
+ border-color: #66512c;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
+}
+.has-warning .input-group-addon {
+ color: #8a6d3b;
+ border-color: #8a6d3b;
+ background-color: #fcf8e3;
+}
+.has-warning .form-control-feedback {
+ color: #8a6d3b;
+}
+.has-error .help-block,
+.has-error .control-label,
+.has-error .radio,
+.has-error .checkbox,
+.has-error .radio-inline,
+.has-error .checkbox-inline,
+.has-error.radio label,
+.has-error.checkbox label,
+.has-error.radio-inline label,
+.has-error.checkbox-inline label {
+ color: #a94442;
+}
+.has-error .form-control {
+ border-color: #a94442;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+}
+.has-error .form-control:focus {
+ border-color: #843534;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
+}
+.has-error .input-group-addon {
+ color: #a94442;
+ border-color: #a94442;
+ background-color: #f2dede;
+}
+.has-error .form-control-feedback {
+ color: #a94442;
+}
+.has-feedback label ~ .form-control-feedback {
+ top: 23px;
+}
+.has-feedback label.sr-only ~ .form-control-feedback {
+ top: 0;
+}
+.help-block {
+ display: block;
+ margin-top: 5px;
+ margin-bottom: 10px;
+ color: #404040;
+}
+@media (min-width: 768px) {
+ .form-inline .form-group {
+ display: inline-block;
+ margin-bottom: 0;
+ vertical-align: middle;
+ }
+ .form-inline .form-control {
+ display: inline-block;
+ width: auto;
+ vertical-align: middle;
+ }
+ .form-inline .form-control-static {
+ display: inline-block;
+ }
+ .form-inline .input-group {
+ display: inline-table;
+ vertical-align: middle;
+ }
+ .form-inline .input-group .input-group-addon,
+ .form-inline .input-group .input-group-btn,
+ .form-inline .input-group .form-control {
+ width: auto;
+ }
+ .form-inline .input-group > .form-control {
+ width: 100%;
+ }
+ .form-inline .control-label {
+ margin-bottom: 0;
+ vertical-align: middle;
+ }
+ .form-inline .radio,
+ .form-inline .checkbox {
+ display: inline-block;
+ margin-top: 0;
+ margin-bottom: 0;
+ vertical-align: middle;
+ }
+ .form-inline .radio label,
+ .form-inline .checkbox label {
+ padding-left: 0;
+ }
+ .form-inline .radio input[type="radio"],
+ .form-inline .checkbox input[type="checkbox"] {
+ position: relative;
+ margin-left: 0;
+ }
+ .form-inline .has-feedback .form-control-feedback {
+ top: 0;
+ }
+}
+.form-horizontal .radio,
+.form-horizontal .checkbox,
+.form-horizontal .radio-inline,
+.form-horizontal .checkbox-inline {
+ margin-top: 0;
+ margin-bottom: 0;
+ padding-top: 7px;
+}
+.form-horizontal .radio,
+.form-horizontal .checkbox {
+ min-height: 25px;
+}
+.form-horizontal .form-group {
+ margin-left: 0px;
+ margin-right: 0px;
+}
+@media (min-width: 768px) {
+ .form-horizontal .control-label {
+ text-align: right;
+ margin-bottom: 0;
+ padding-top: 7px;
+ }
+}
+.form-horizontal .has-feedback .form-control-feedback {
+ right: 0px;
+}
+@media (min-width: 768px) {
+ .form-horizontal .form-group-lg .control-label {
+ padding-top: 11px;
+ font-size: 17px;
+ }
+}
+@media (min-width: 768px) {
+ .form-horizontal .form-group-sm .control-label {
+ padding-top: 6px;
+ font-size: 12px;
+ }
+}
+.btn {
+ display: inline-block;
+ margin-bottom: 0;
+ font-weight: normal;
+ text-align: center;
+ vertical-align: middle;
+ touch-action: manipulation;
+ cursor: pointer;
+ background-image: none;
+ border: 1px solid transparent;
+ white-space: nowrap;
+ padding: 6px 12px;
+ font-size: 13px;
+ line-height: 1.42857143;
+ border-radius: 2px;
+ -webkit-user-select: none;
+ -moz-user-select: none;
+ -ms-user-select: none;
+ user-select: none;
+}
+.btn:focus,
+.btn:active:focus,
+.btn.active:focus,
+.btn.focus,
+.btn:active.focus,
+.btn.active.focus {
+ outline: 5px auto -webkit-focus-ring-color;
+ outline-offset: -2px;
+}
+.btn:hover,
+.btn:focus,
+.btn.focus {
+ color: #333;
+ text-decoration: none;
+}
+.btn:active,
+.btn.active {
+ outline: 0;
+ background-image: none;
+ -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
+ box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
+}
+.btn.disabled,
+.btn[disabled],
+fieldset[disabled] .btn {
+ cursor: not-allowed;
+ opacity: 0.65;
+ filter: alpha(opacity=65);
+ -webkit-box-shadow: none;
+ box-shadow: none;
+}
+a.btn.disabled,
+fieldset[disabled] a.btn {
+ pointer-events: none;
+}
+.btn-default {
+ color: #333;
+ background-color: #fff;
+ border-color: #ccc;
+}
+.btn-default:focus,
+.btn-default.focus {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #8c8c8c;
+}
+.btn-default:hover {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #adadad;
+}
+.btn-default:active,
+.btn-default.active,
+.open > .dropdown-toggle.btn-default {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #adadad;
+}
+.btn-default:active:hover,
+.btn-default.active:hover,
+.open > .dropdown-toggle.btn-default:hover,
+.btn-default:active:focus,
+.btn-default.active:focus,
+.open > .dropdown-toggle.btn-default:focus,
+.btn-default:active.focus,
+.btn-default.active.focus,
+.open > .dropdown-toggle.btn-default.focus {
+ color: #333;
+ background-color: #d4d4d4;
+ border-color: #8c8c8c;
+}
+.btn-default:active,
+.btn-default.active,
+.open > .dropdown-toggle.btn-default {
+ background-image: none;
+}
+.btn-default.disabled:hover,
+.btn-default[disabled]:hover,
+fieldset[disabled] .btn-default:hover,
+.btn-default.disabled:focus,
+.btn-default[disabled]:focus,
+fieldset[disabled] .btn-default:focus,
+.btn-default.disabled.focus,
+.btn-default[disabled].focus,
+fieldset[disabled] .btn-default.focus {
+ background-color: #fff;
+ border-color: #ccc;
+}
+.btn-default .badge {
+ color: #fff;
+ background-color: #333;
+}
+.btn-primary {
+ color: #fff;
+ background-color: #337ab7;
+ border-color: #2e6da4;
+}
+.btn-primary:focus,
+.btn-primary.focus {
+ color: #fff;
+ background-color: #286090;
+ border-color: #122b40;
+}
+.btn-primary:hover {
+ color: #fff;
+ background-color: #286090;
+ border-color: #204d74;
+}
+.btn-primary:active,
+.btn-primary.active,
+.open > .dropdown-toggle.btn-primary {
+ color: #fff;
+ background-color: #286090;
+ border-color: #204d74;
+}
+.btn-primary:active:hover,
+.btn-primary.active:hover,
+.open > .dropdown-toggle.btn-primary:hover,
+.btn-primary:active:focus,
+.btn-primary.active:focus,
+.open > .dropdown-toggle.btn-primary:focus,
+.btn-primary:active.focus,
+.btn-primary.active.focus,
+.open > .dropdown-toggle.btn-primary.focus {
+ color: #fff;
+ background-color: #204d74;
+ border-color: #122b40;
+}
+.btn-primary:active,
+.btn-primary.active,
+.open > .dropdown-toggle.btn-primary {
+ background-image: none;
+}
+.btn-primary.disabled:hover,
+.btn-primary[disabled]:hover,
+fieldset[disabled] .btn-primary:hover,
+.btn-primary.disabled:focus,
+.btn-primary[disabled]:focus,
+fieldset[disabled] .btn-primary:focus,
+.btn-primary.disabled.focus,
+.btn-primary[disabled].focus,
+fieldset[disabled] .btn-primary.focus {
+ background-color: #337ab7;
+ border-color: #2e6da4;
+}
+.btn-primary .badge {
+ color: #337ab7;
+ background-color: #fff;
+}
+.btn-success {
+ color: #fff;
+ background-color: #5cb85c;
+ border-color: #4cae4c;
+}
+.btn-success:focus,
+.btn-success.focus {
+ color: #fff;
+ background-color: #449d44;
+ border-color: #255625;
+}
+.btn-success:hover {
+ color: #fff;
+ background-color: #449d44;
+ border-color: #398439;
+}
+.btn-success:active,
+.btn-success.active,
+.open > .dropdown-toggle.btn-success {
+ color: #fff;
+ background-color: #449d44;
+ border-color: #398439;
+}
+.btn-success:active:hover,
+.btn-success.active:hover,
+.open > .dropdown-toggle.btn-success:hover,
+.btn-success:active:focus,
+.btn-success.active:focus,
+.open > .dropdown-toggle.btn-success:focus,
+.btn-success:active.focus,
+.btn-success.active.focus,
+.open > .dropdown-toggle.btn-success.focus {
+ color: #fff;
+ background-color: #398439;
+ border-color: #255625;
+}
+.btn-success:active,
+.btn-success.active,
+.open > .dropdown-toggle.btn-success {
+ background-image: none;
+}
+.btn-success.disabled:hover,
+.btn-success[disabled]:hover,
+fieldset[disabled] .btn-success:hover,
+.btn-success.disabled:focus,
+.btn-success[disabled]:focus,
+fieldset[disabled] .btn-success:focus,
+.btn-success.disabled.focus,
+.btn-success[disabled].focus,
+fieldset[disabled] .btn-success.focus {
+ background-color: #5cb85c;
+ border-color: #4cae4c;
+}
+.btn-success .badge {
+ color: #5cb85c;
+ background-color: #fff;
+}
+.btn-info {
+ color: #fff;
+ background-color: #5bc0de;
+ border-color: #46b8da;
+}
+.btn-info:focus,
+.btn-info.focus {
+ color: #fff;
+ background-color: #31b0d5;
+ border-color: #1b6d85;
+}
+.btn-info:hover {
+ color: #fff;
+ background-color: #31b0d5;
+ border-color: #269abc;
+}
+.btn-info:active,
+.btn-info.active,
+.open > .dropdown-toggle.btn-info {
+ color: #fff;
+ background-color: #31b0d5;
+ border-color: #269abc;
+}
+.btn-info:active:hover,
+.btn-info.active:hover,
+.open > .dropdown-toggle.btn-info:hover,
+.btn-info:active:focus,
+.btn-info.active:focus,
+.open > .dropdown-toggle.btn-info:focus,
+.btn-info:active.focus,
+.btn-info.active.focus,
+.open > .dropdown-toggle.btn-info.focus {
+ color: #fff;
+ background-color: #269abc;
+ border-color: #1b6d85;
+}
+.btn-info:active,
+.btn-info.active,
+.open > .dropdown-toggle.btn-info {
+ background-image: none;
+}
+.btn-info.disabled:hover,
+.btn-info[disabled]:hover,
+fieldset[disabled] .btn-info:hover,
+.btn-info.disabled:focus,
+.btn-info[disabled]:focus,
+fieldset[disabled] .btn-info:focus,
+.btn-info.disabled.focus,
+.btn-info[disabled].focus,
+fieldset[disabled] .btn-info.focus {
+ background-color: #5bc0de;
+ border-color: #46b8da;
+}
+.btn-info .badge {
+ color: #5bc0de;
+ background-color: #fff;
+}
+.btn-warning {
+ color: #fff;
+ background-color: #f0ad4e;
+ border-color: #eea236;
+}
+.btn-warning:focus,
+.btn-warning.focus {
+ color: #fff;
+ background-color: #ec971f;
+ border-color: #985f0d;
+}
+.btn-warning:hover {
+ color: #fff;
+ background-color: #ec971f;
+ border-color: #d58512;
+}
+.btn-warning:active,
+.btn-warning.active,
+.open > .dropdown-toggle.btn-warning {
+ color: #fff;
+ background-color: #ec971f;
+ border-color: #d58512;
+}
+.btn-warning:active:hover,
+.btn-warning.active:hover,
+.open > .dropdown-toggle.btn-warning:hover,
+.btn-warning:active:focus,
+.btn-warning.active:focus,
+.open > .dropdown-toggle.btn-warning:focus,
+.btn-warning:active.focus,
+.btn-warning.active.focus,
+.open > .dropdown-toggle.btn-warning.focus {
+ color: #fff;
+ background-color: #d58512;
+ border-color: #985f0d;
+}
+.btn-warning:active,
+.btn-warning.active,
+.open > .dropdown-toggle.btn-warning {
+ background-image: none;
+}
+.btn-warning.disabled:hover,
+.btn-warning[disabled]:hover,
+fieldset[disabled] .btn-warning:hover,
+.btn-warning.disabled:focus,
+.btn-warning[disabled]:focus,
+fieldset[disabled] .btn-warning:focus,
+.btn-warning.disabled.focus,
+.btn-warning[disabled].focus,
+fieldset[disabled] .btn-warning.focus {
+ background-color: #f0ad4e;
+ border-color: #eea236;
+}
+.btn-warning .badge {
+ color: #f0ad4e;
+ background-color: #fff;
+}
+.btn-danger {
+ color: #fff;
+ background-color: #d9534f;
+ border-color: #d43f3a;
+}
+.btn-danger:focus,
+.btn-danger.focus {
+ color: #fff;
+ background-color: #c9302c;
+ border-color: #761c19;
+}
+.btn-danger:hover {
+ color: #fff;
+ background-color: #c9302c;
+ border-color: #ac2925;
+}
+.btn-danger:active,
+.btn-danger.active,
+.open > .dropdown-toggle.btn-danger {
+ color: #fff;
+ background-color: #c9302c;
+ border-color: #ac2925;
+}
+.btn-danger:active:hover,
+.btn-danger.active:hover,
+.open > .dropdown-toggle.btn-danger:hover,
+.btn-danger:active:focus,
+.btn-danger.active:focus,
+.open > .dropdown-toggle.btn-danger:focus,
+.btn-danger:active.focus,
+.btn-danger.active.focus,
+.open > .dropdown-toggle.btn-danger.focus {
+ color: #fff;
+ background-color: #ac2925;
+ border-color: #761c19;
+}
+.btn-danger:active,
+.btn-danger.active,
+.open > .dropdown-toggle.btn-danger {
+ background-image: none;
+}
+.btn-danger.disabled:hover,
+.btn-danger[disabled]:hover,
+fieldset[disabled] .btn-danger:hover,
+.btn-danger.disabled:focus,
+.btn-danger[disabled]:focus,
+fieldset[disabled] .btn-danger:focus,
+.btn-danger.disabled.focus,
+.btn-danger[disabled].focus,
+fieldset[disabled] .btn-danger.focus {
+ background-color: #d9534f;
+ border-color: #d43f3a;
+}
+.btn-danger .badge {
+ color: #d9534f;
+ background-color: #fff;
+}
+.btn-link {
+ color: #337ab7;
+ font-weight: normal;
+ border-radius: 0;
+}
+.btn-link,
+.btn-link:active,
+.btn-link.active,
+.btn-link[disabled],
+fieldset[disabled] .btn-link {
+ background-color: transparent;
+ -webkit-box-shadow: none;
+ box-shadow: none;
+}
+.btn-link,
+.btn-link:hover,
+.btn-link:focus,
+.btn-link:active {
+ border-color: transparent;
+}
+.btn-link:hover,
+.btn-link:focus {
+ color: #23527c;
+ text-decoration: underline;
+ background-color: transparent;
+}
+.btn-link[disabled]:hover,
+fieldset[disabled] .btn-link:hover,
+.btn-link[disabled]:focus,
+fieldset[disabled] .btn-link:focus {
+ color: #777777;
+ text-decoration: none;
+}
+.btn-lg,
+.btn-group-lg > .btn {
+ padding: 10px 16px;
+ font-size: 17px;
+ line-height: 1.3333333;
+ border-radius: 3px;
+}
+.btn-sm,
+.btn-group-sm > .btn {
+ padding: 5px 10px;
+ font-size: 12px;
+ line-height: 1.5;
+ border-radius: 1px;
+}
+.btn-xs,
+.btn-group-xs > .btn {
+ padding: 1px 5px;
+ font-size: 12px;
+ line-height: 1.5;
+ border-radius: 1px;
+}
+.btn-block {
+ display: block;
+ width: 100%;
+}
+.btn-block + .btn-block {
+ margin-top: 5px;
+}
+input[type="submit"].btn-block,
+input[type="reset"].btn-block,
+input[type="button"].btn-block {
+ width: 100%;
+}
+.fade {
+ opacity: 0;
+ -webkit-transition: opacity 0.15s linear;
+ -o-transition: opacity 0.15s linear;
+ transition: opacity 0.15s linear;
+}
+.fade.in {
+ opacity: 1;
+}
+.collapse {
+ display: none;
+}
+.collapse.in {
+ display: block;
+}
+tr.collapse.in {
+ display: table-row;
+}
+tbody.collapse.in {
+ display: table-row-group;
+}
+.collapsing {
+ position: relative;
+ height: 0;
+ overflow: hidden;
+ -webkit-transition-property: height, visibility;
+ transition-property: height, visibility;
+ -webkit-transition-duration: 0.35s;
+ transition-duration: 0.35s;
+ -webkit-transition-timing-function: ease;
+ transition-timing-function: ease;
+}
+.caret {
+ display: inline-block;
+ width: 0;
+ height: 0;
+ margin-left: 2px;
+ vertical-align: middle;
+ border-top: 4px dashed;
+ border-top: 4px solid \9;
+ border-right: 4px solid transparent;
+ border-left: 4px solid transparent;
+}
+.dropup,
+.dropdown {
+ position: relative;
+}
+.dropdown-toggle:focus {
+ outline: 0;
+}
+.dropdown-menu {
+ position: absolute;
+ top: 100%;
+ left: 0;
+ z-index: 1000;
+ display: none;
+ float: left;
+ min-width: 160px;
+ padding: 5px 0;
+ margin: 2px 0 0;
+ list-style: none;
+ font-size: 13px;
+ text-align: left;
+ background-color: #fff;
+ border: 1px solid #ccc;
+ border: 1px solid rgba(0, 0, 0, 0.15);
+ border-radius: 2px;
+ -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
+ box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
+ background-clip: padding-box;
+}
+.dropdown-menu.pull-right {
+ right: 0;
+ left: auto;
+}
+.dropdown-menu .divider {
+ height: 1px;
+ margin: 8px 0;
+ overflow: hidden;
+ background-color: #e5e5e5;
+}
+.dropdown-menu > li > a {
+ display: block;
+ padding: 3px 20px;
+ clear: both;
+ font-weight: normal;
+ line-height: 1.42857143;
+ color: #333333;
+ white-space: nowrap;
+}
+.dropdown-menu > li > a:hover,
+.dropdown-menu > li > a:focus {
+ text-decoration: none;
+ color: #262626;
+ background-color: #f5f5f5;
+}
+.dropdown-menu > .active > a,
+.dropdown-menu > .active > a:hover,
+.dropdown-menu > .active > a:focus {
+ color: #fff;
+ text-decoration: none;
+ outline: 0;
+ background-color: #337ab7;
+}
+.dropdown-menu > .disabled > a,
+.dropdown-menu > .disabled > a:hover,
+.dropdown-menu > .disabled > a:focus {
+ color: #777777;
+}
+.dropdown-menu > .disabled > a:hover,
+.dropdown-menu > .disabled > a:focus {
+ text-decoration: none;
+ background-color: transparent;
+ background-image: none;
+ filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
+ cursor: not-allowed;
+}
+.open > .dropdown-menu {
+ display: block;
+}
+.open > a {
+ outline: 0;
+}
+.dropdown-menu-right {
+ left: auto;
+ right: 0;
+}
+.dropdown-menu-left {
+ left: 0;
+ right: auto;
+}
+.dropdown-header {
+ display: block;
+ padding: 3px 20px;
+ font-size: 12px;
+ line-height: 1.42857143;
+ color: #777777;
+ white-space: nowrap;
+}
+.dropdown-backdrop {
+ position: fixed;
+ left: 0;
+ right: 0;
+ bottom: 0;
+ top: 0;
+ z-index: 990;
+}
+.pull-right > .dropdown-menu {
+ right: 0;
+ left: auto;
+}
+.dropup .caret,
+.navbar-fixed-bottom .dropdown .caret {
+ border-top: 0;
+ border-bottom: 4px dashed;
+ border-bottom: 4px solid \9;
+ content: "";
+}
+.dropup .dropdown-menu,
+.navbar-fixed-bottom .dropdown .dropdown-menu {
+ top: auto;
+ bottom: 100%;
+ margin-bottom: 2px;
+}
+@media (min-width: 541px) {
+ .navbar-right .dropdown-menu {
+ left: auto;
+ right: 0;
+ }
+ .navbar-right .dropdown-menu-left {
+ left: 0;
+ right: auto;
+ }
+}
+.btn-group,
+.btn-group-vertical {
+ position: relative;
+ display: inline-block;
+ vertical-align: middle;
+}
+.btn-group > .btn,
+.btn-group-vertical > .btn {
+ position: relative;
+ float: left;
+}
+.btn-group > .btn:hover,
+.btn-group-vertical > .btn:hover,
+.btn-group > .btn:focus,
+.btn-group-vertical > .btn:focus,
+.btn-group > .btn:active,
+.btn-group-vertical > .btn:active,
+.btn-group > .btn.active,
+.btn-group-vertical > .btn.active {
+ z-index: 2;
+}
+.btn-group .btn + .btn,
+.btn-group .btn + .btn-group,
+.btn-group .btn-group + .btn,
+.btn-group .btn-group + .btn-group {
+ margin-left: -1px;
+}
+.btn-toolbar {
+ margin-left: -5px;
+}
+.btn-toolbar .btn,
+.btn-toolbar .btn-group,
+.btn-toolbar .input-group {
+ float: left;
+}
+.btn-toolbar > .btn,
+.btn-toolbar > .btn-group,
+.btn-toolbar > .input-group {
+ margin-left: 5px;
+}
+.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
+ border-radius: 0;
+}
+.btn-group > .btn:first-child {
+ margin-left: 0;
+}
+.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
+ border-bottom-right-radius: 0;
+ border-top-right-radius: 0;
+}
+.btn-group > .btn:last-child:not(:first-child),
+.btn-group > .dropdown-toggle:not(:first-child) {
+ border-bottom-left-radius: 0;
+ border-top-left-radius: 0;
+}
+.btn-group > .btn-group {
+ float: left;
+}
+.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
+ border-radius: 0;
+}
+.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
+.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
+ border-bottom-right-radius: 0;
+ border-top-right-radius: 0;
+}
+.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
+ border-bottom-left-radius: 0;
+ border-top-left-radius: 0;
+}
+.btn-group .dropdown-toggle:active,
+.btn-group.open .dropdown-toggle {
+ outline: 0;
+}
+.btn-group > .btn + .dropdown-toggle {
+ padding-left: 8px;
+ padding-right: 8px;
+}
+.btn-group > .btn-lg + .dropdown-toggle {
+ padding-left: 12px;
+ padding-right: 12px;
+}
+.btn-group.open .dropdown-toggle {
+ -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
+ box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
+}
+.btn-group.open .dropdown-toggle.btn-link {
+ -webkit-box-shadow: none;
+ box-shadow: none;
+}
+.btn .caret {
+ margin-left: 0;
+}
+.btn-lg .caret {
+ border-width: 5px 5px 0;
+ border-bottom-width: 0;
+}
+.dropup .btn-lg .caret {
+ border-width: 0 5px 5px;
+}
+.btn-group-vertical > .btn,
+.btn-group-vertical > .btn-group,
+.btn-group-vertical > .btn-group > .btn {
+ display: block;
+ float: none;
+ width: 100%;
+ max-width: 100%;
+}
+.btn-group-vertical > .btn-group > .btn {
+ float: none;
+}
+.btn-group-vertical > .btn + .btn,
+.btn-group-vertical > .btn + .btn-group,
+.btn-group-vertical > .btn-group + .btn,
+.btn-group-vertical > .btn-group + .btn-group {
+ margin-top: -1px;
+ margin-left: 0;
+}
+.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
+ border-radius: 0;
+}
+.btn-group-vertical > .btn:first-child:not(:last-child) {
+ border-top-right-radius: 2px;
+ border-top-left-radius: 2px;
+ border-bottom-right-radius: 0;
+ border-bottom-left-radius: 0;
+}
+.btn-group-vertical > .btn:last-child:not(:first-child) {
+ border-top-right-radius: 0;
+ border-top-left-radius: 0;
+ border-bottom-right-radius: 2px;
+ border-bottom-left-radius: 2px;
+}
+.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
+ border-radius: 0;
+}
+.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
+.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
+ border-bottom-right-radius: 0;
+ border-bottom-left-radius: 0;
+}
+.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
+ border-top-right-radius: 0;
+ border-top-left-radius: 0;
+}
+.btn-group-justified {
+ display: table;
+ width: 100%;
+ table-layout: fixed;
+ border-collapse: separate;
+}
+.btn-group-justified > .btn,
+.btn-group-justified > .btn-group {
+ float: none;
+ display: table-cell;
+ width: 1%;
+}
+.btn-group-justified > .btn-group .btn {
+ width: 100%;
+}
+.btn-group-justified > .btn-group .dropdown-menu {
+ left: auto;
+}
+[data-toggle="buttons"] > .btn input[type="radio"],
+[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
+[data-toggle="buttons"] > .btn input[type="checkbox"],
+[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
+ position: absolute;
+ clip: rect(0, 0, 0, 0);
+ pointer-events: none;
+}
+.input-group {
+ position: relative;
+ display: table;
+ border-collapse: separate;
+}
+.input-group[class*="col-"] {
+ float: none;
+ padding-left: 0;
+ padding-right: 0;
+}
+.input-group .form-control {
+ position: relative;
+ z-index: 2;
+ float: left;
+ width: 100%;
+ margin-bottom: 0;
+}
+.input-group .form-control:focus {
+ z-index: 3;
+}
+.input-group-lg > .form-control,
+.input-group-lg > .input-group-addon,
+.input-group-lg > .input-group-btn > .btn {
+ height: 45px;
+ padding: 10px 16px;
+ font-size: 17px;
+ line-height: 1.3333333;
+ border-radius: 3px;
+}
+select.input-group-lg > .form-control,
+select.input-group-lg > .input-group-addon,
+select.input-group-lg > .input-group-btn > .btn {
+ height: 45px;
+ line-height: 45px;
+}
+textarea.input-group-lg > .form-control,
+textarea.input-group-lg > .input-group-addon,
+textarea.input-group-lg > .input-group-btn > .btn,
+select[multiple].input-group-lg > .form-control,
+select[multiple].input-group-lg > .input-group-addon,
+select[multiple].input-group-lg > .input-group-btn > .btn {
+ height: auto;
+}
+.input-group-sm > .form-control,
+.input-group-sm > .input-group-addon,
+.input-group-sm > .input-group-btn > .btn {
+ height: 30px;
+ padding: 5px 10px;
+ font-size: 12px;
+ line-height: 1.5;
+ border-radius: 1px;
+}
+select.input-group-sm > .form-control,
+select.input-group-sm > .input-group-addon,
+select.input-group-sm > .input-group-btn > .btn {
+ height: 30px;
+ line-height: 30px;
+}
+textarea.input-group-sm > .form-control,
+textarea.input-group-sm > .input-group-addon,
+textarea.input-group-sm > .input-group-btn > .btn,
+select[multiple].input-group-sm > .form-control,
+select[multiple].input-group-sm > .input-group-addon,
+select[multiple].input-group-sm > .input-group-btn > .btn {
+ height: auto;
+}
+.input-group-addon,
+.input-group-btn,
+.input-group .form-control {
+ display: table-cell;
+}
+.input-group-addon:not(:first-child):not(:last-child),
+.input-group-btn:not(:first-child):not(:last-child),
+.input-group .form-control:not(:first-child):not(:last-child) {
+ border-radius: 0;
+}
+.input-group-addon,
+.input-group-btn {
+ width: 1%;
+ white-space: nowrap;
+ vertical-align: middle;
+}
+.input-group-addon {
+ padding: 6px 12px;
+ font-size: 13px;
+ font-weight: normal;
+ line-height: 1;
+ color: #555555;
+ text-align: center;
+ background-color: #eeeeee;
+ border: 1px solid #ccc;
+ border-radius: 2px;
+}
+.input-group-addon.input-sm {
+ padding: 5px 10px;
+ font-size: 12px;
+ border-radius: 1px;
+}
+.input-group-addon.input-lg {
+ padding: 10px 16px;
+ font-size: 17px;
+ border-radius: 3px;
+}
+.input-group-addon input[type="radio"],
+.input-group-addon input[type="checkbox"] {
+ margin-top: 0;
+}
+.input-group .form-control:first-child,
+.input-group-addon:first-child,
+.input-group-btn:first-child > .btn,
+.input-group-btn:first-child > .btn-group > .btn,
+.input-group-btn:first-child > .dropdown-toggle,
+.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
+.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
+ border-bottom-right-radius: 0;
+ border-top-right-radius: 0;
+}
+.input-group-addon:first-child {
+ border-right: 0;
+}
+.input-group .form-control:last-child,
+.input-group-addon:last-child,
+.input-group-btn:last-child > .btn,
+.input-group-btn:last-child > .btn-group > .btn,
+.input-group-btn:last-child > .dropdown-toggle,
+.input-group-btn:first-child > .btn:not(:first-child),
+.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
+ border-bottom-left-radius: 0;
+ border-top-left-radius: 0;
+}
+.input-group-addon:last-child {
+ border-left: 0;
+}
+.input-group-btn {
+ position: relative;
+ font-size: 0;
+ white-space: nowrap;
+}
+.input-group-btn > .btn {
+ position: relative;
+}
+.input-group-btn > .btn + .btn {
+ margin-left: -1px;
+}
+.input-group-btn > .btn:hover,
+.input-group-btn > .btn:focus,
+.input-group-btn > .btn:active {
+ z-index: 2;
+}
+.input-group-btn:first-child > .btn,
+.input-group-btn:first-child > .btn-group {
+ margin-right: -1px;
+}
+.input-group-btn:last-child > .btn,
+.input-group-btn:last-child > .btn-group {
+ z-index: 2;
+ margin-left: -1px;
+}
+.nav {
+ margin-bottom: 0;
+ padding-left: 0;
+ list-style: none;
+}
+.nav > li {
+ position: relative;
+ display: block;
+}
+.nav > li > a {
+ position: relative;
+ display: block;
+ padding: 10px 15px;
+}
+.nav > li > a:hover,
+.nav > li > a:focus {
+ text-decoration: none;
+ background-color: #eeeeee;
+}
+.nav > li.disabled > a {
+ color: #777777;
+}
+.nav > li.disabled > a:hover,
+.nav > li.disabled > a:focus {
+ color: #777777;
+ text-decoration: none;
+ background-color: transparent;
+ cursor: not-allowed;
+}
+.nav .open > a,
+.nav .open > a:hover,
+.nav .open > a:focus {
+ background-color: #eeeeee;
+ border-color: #337ab7;
+}
+.nav .nav-divider {
+ height: 1px;
+ margin: 8px 0;
+ overflow: hidden;
+ background-color: #e5e5e5;
+}
+.nav > li > a > img {
+ max-width: none;
+}
+.nav-tabs {
+ border-bottom: 1px solid #ddd;
+}
+.nav-tabs > li {
+ float: left;
+ margin-bottom: -1px;
+}
+.nav-tabs > li > a {
+ margin-right: 2px;
+ line-height: 1.42857143;
+ border: 1px solid transparent;
+ border-radius: 2px 2px 0 0;
+}
+.nav-tabs > li > a:hover {
+ border-color: #eeeeee #eeeeee #ddd;
+}
+.nav-tabs > li.active > a,
+.nav-tabs > li.active > a:hover,
+.nav-tabs > li.active > a:focus {
+ color: #555555;
+ background-color: #fff;
+ border: 1px solid #ddd;
+ border-bottom-color: transparent;
+ cursor: default;
+}
+.nav-tabs.nav-justified {
+ width: 100%;
+ border-bottom: 0;
+}
+.nav-tabs.nav-justified > li {
+ float: none;
+}
+.nav-tabs.nav-justified > li > a {
+ text-align: center;
+ margin-bottom: 5px;
+}
+.nav-tabs.nav-justified > .dropdown .dropdown-menu {
+ top: auto;
+ left: auto;
+}
+@media (min-width: 768px) {
+ .nav-tabs.nav-justified > li {
+ display: table-cell;
+ width: 1%;
+ }
+ .nav-tabs.nav-justified > li > a {
+ margin-bottom: 0;
+ }
+}
+.nav-tabs.nav-justified > li > a {
+ margin-right: 0;
+ border-radius: 2px;
+}
+.nav-tabs.nav-justified > .active > a,
+.nav-tabs.nav-justified > .active > a:hover,
+.nav-tabs.nav-justified > .active > a:focus {
+ border: 1px solid #ddd;
+}
+@media (min-width: 768px) {
+ .nav-tabs.nav-justified > li > a {
+ border-bottom: 1px solid #ddd;
+ border-radius: 2px 2px 0 0;
+ }
+ .nav-tabs.nav-justified > .active > a,
+ .nav-tabs.nav-justified > .active > a:hover,
+ .nav-tabs.nav-justified > .active > a:focus {
+ border-bottom-color: #fff;
+ }
+}
+.nav-pills > li {
+ float: left;
+}
+.nav-pills > li > a {
+ border-radius: 2px;
+}
+.nav-pills > li + li {
+ margin-left: 2px;
+}
+.nav-pills > li.active > a,
+.nav-pills > li.active > a:hover,
+.nav-pills > li.active > a:focus {
+ color: #fff;
+ background-color: #337ab7;
+}
+.nav-stacked > li {
+ float: none;
+}
+.nav-stacked > li + li {
+ margin-top: 2px;
+ margin-left: 0;
+}
+.nav-justified {
+ width: 100%;
+}
+.nav-justified > li {
+ float: none;
+}
+.nav-justified > li > a {
+ text-align: center;
+ margin-bottom: 5px;
+}
+.nav-justified > .dropdown .dropdown-menu {
+ top: auto;
+ left: auto;
+}
+@media (min-width: 768px) {
+ .nav-justified > li {
+ display: table-cell;
+ width: 1%;
+ }
+ .nav-justified > li > a {
+ margin-bottom: 0;
+ }
+}
+.nav-tabs-justified {
+ border-bottom: 0;
+}
+.nav-tabs-justified > li > a {
+ margin-right: 0;
+ border-radius: 2px;
+}
+.nav-tabs-justified > .active > a,
+.nav-tabs-justified > .active > a:hover,
+.nav-tabs-justified > .active > a:focus {
+ border: 1px solid #ddd;
+}
+@media (min-width: 768px) {
+ .nav-tabs-justified > li > a {
+ border-bottom: 1px solid #ddd;
+ border-radius: 2px 2px 0 0;
+ }
+ .nav-tabs-justified > .active > a,
+ .nav-tabs-justified > .active > a:hover,
+ .nav-tabs-justified > .active > a:focus {
+ border-bottom-color: #fff;
+ }
+}
+.tab-content > .tab-pane {
+ display: none;
+}
+.tab-content > .active {
+ display: block;
+}
+.nav-tabs .dropdown-menu {
+ margin-top: -1px;
+ border-top-right-radius: 0;
+ border-top-left-radius: 0;
+}
+.navbar {
+ position: relative;
+ min-height: 30px;
+ margin-bottom: 18px;
+ border: 1px solid transparent;
+}
+@media (min-width: 541px) {
+ .navbar {
+ border-radius: 2px;
+ }
+}
+@media (min-width: 541px) {
+ .navbar-header {
+ float: left;
+ }
+}
+.navbar-collapse {
+ overflow-x: visible;
+ padding-right: 0px;
+ padding-left: 0px;
+ border-top: 1px solid transparent;
+ box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
+ -webkit-overflow-scrolling: touch;
+}
+.navbar-collapse.in {
+ overflow-y: auto;
+}
+@media (min-width: 541px) {
+ .navbar-collapse {
+ width: auto;
+ border-top: 0;
+ box-shadow: none;
+ }
+ .navbar-collapse.collapse {
+ display: block !important;
+ height: auto !important;
+ padding-bottom: 0;
+ overflow: visible !important;
+ }
+ .navbar-collapse.in {
+ overflow-y: visible;
+ }
+ .navbar-fixed-top .navbar-collapse,
+ .navbar-static-top .navbar-collapse,
+ .navbar-fixed-bottom .navbar-collapse {
+ padding-left: 0;
+ padding-right: 0;
+ }
+}
+.navbar-fixed-top .navbar-collapse,
+.navbar-fixed-bottom .navbar-collapse {
+ max-height: 340px;
+}
+@media (max-device-width: 540px) and (orientation: landscape) {
+ .navbar-fixed-top .navbar-collapse,
+ .navbar-fixed-bottom .navbar-collapse {
+ max-height: 200px;
+ }
+}
+.container > .navbar-header,
+.container-fluid > .navbar-header,
+.container > .navbar-collapse,
+.container-fluid > .navbar-collapse {
+ margin-right: 0px;
+ margin-left: 0px;
+}
+@media (min-width: 541px) {
+ .container > .navbar-header,
+ .container-fluid > .navbar-header,
+ .container > .navbar-collapse,
+ .container-fluid > .navbar-collapse {
+ margin-right: 0;
+ margin-left: 0;
+ }
+}
+.navbar-static-top {
+ z-index: 1000;
+ border-width: 0 0 1px;
+}
+@media (min-width: 541px) {
+ .navbar-static-top {
+ border-radius: 0;
+ }
+}
+.navbar-fixed-top,
+.navbar-fixed-bottom {
+ position: fixed;
+ right: 0;
+ left: 0;
+ z-index: 1030;
+}
+@media (min-width: 541px) {
+ .navbar-fixed-top,
+ .navbar-fixed-bottom {
+ border-radius: 0;
+ }
+}
+.navbar-fixed-top {
+ top: 0;
+ border-width: 0 0 1px;
+}
+.navbar-fixed-bottom {
+ bottom: 0;
+ margin-bottom: 0;
+ border-width: 1px 0 0;
+}
+.navbar-brand {
+ float: left;
+ padding: 6px 0px;
+ font-size: 17px;
+ line-height: 18px;
+ height: 30px;
+}
+.navbar-brand:hover,
+.navbar-brand:focus {
+ text-decoration: none;
+}
+.navbar-brand > img {
+ display: block;
+}
+@media (min-width: 541px) {
+ .navbar > .container .navbar-brand,
+ .navbar > .container-fluid .navbar-brand {
+ margin-left: 0px;
+ }
+}
+.navbar-toggle {
+ position: relative;
+ float: right;
+ margin-right: 0px;
+ padding: 9px 10px;
+ margin-top: -2px;
+ margin-bottom: -2px;
+ background-color: transparent;
+ background-image: none;
+ border: 1px solid transparent;
+ border-radius: 2px;
+}
+.navbar-toggle:focus {
+ outline: 0;
+}
+.navbar-toggle .icon-bar {
+ display: block;
+ width: 22px;
+ height: 2px;
+ border-radius: 1px;
+}
+.navbar-toggle .icon-bar + .icon-bar {
+ margin-top: 4px;
+}
+@media (min-width: 541px) {
+ .navbar-toggle {
+ display: none;
+ }
+}
+.navbar-nav {
+ margin: 3px 0px;
+}
+.navbar-nav > li > a {
+ padding-top: 10px;
+ padding-bottom: 10px;
+ line-height: 18px;
+}
+@media (max-width: 540px) {
+ .navbar-nav .open .dropdown-menu {
+ position: static;
+ float: none;
+ width: auto;
+ margin-top: 0;
+ background-color: transparent;
+ border: 0;
+ box-shadow: none;
+ }
+ .navbar-nav .open .dropdown-menu > li > a,
+ .navbar-nav .open .dropdown-menu .dropdown-header {
+ padding: 5px 15px 5px 25px;
+ }
+ .navbar-nav .open .dropdown-menu > li > a {
+ line-height: 18px;
+ }
+ .navbar-nav .open .dropdown-menu > li > a:hover,
+ .navbar-nav .open .dropdown-menu > li > a:focus {
+ background-image: none;
+ }
+}
+@media (min-width: 541px) {
+ .navbar-nav {
+ float: left;
+ margin: 0;
+ }
+ .navbar-nav > li {
+ float: left;
+ }
+ .navbar-nav > li > a {
+ padding-top: 6px;
+ padding-bottom: 6px;
+ }
+}
+.navbar-form {
+ margin-left: 0px;
+ margin-right: 0px;
+ padding: 10px 0px;
+ border-top: 1px solid transparent;
+ border-bottom: 1px solid transparent;
+ -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
+ box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
+ margin-top: -1px;
+ margin-bottom: -1px;
+}
+@media (min-width: 768px) {
+ .navbar-form .form-group {
+ display: inline-block;
+ margin-bottom: 0;
+ vertical-align: middle;
+ }
+ .navbar-form .form-control {
+ display: inline-block;
+ width: auto;
+ vertical-align: middle;
+ }
+ .navbar-form .form-control-static {
+ display: inline-block;
+ }
+ .navbar-form .input-group {
+ display: inline-table;
+ vertical-align: middle;
+ }
+ .navbar-form .input-group .input-group-addon,
+ .navbar-form .input-group .input-group-btn,
+ .navbar-form .input-group .form-control {
+ width: auto;
+ }
+ .navbar-form .input-group > .form-control {
+ width: 100%;
+ }
+ .navbar-form .control-label {
+ margin-bottom: 0;
+ vertical-align: middle;
+ }
+ .navbar-form .radio,
+ .navbar-form .checkbox {
+ display: inline-block;
+ margin-top: 0;
+ margin-bottom: 0;
+ vertical-align: middle;
+ }
+ .navbar-form .radio label,
+ .navbar-form .checkbox label {
+ padding-left: 0;
+ }
+ .navbar-form .radio input[type="radio"],
+ .navbar-form .checkbox input[type="checkbox"] {
+ position: relative;
+ margin-left: 0;
+ }
+ .navbar-form .has-feedback .form-control-feedback {
+ top: 0;
+ }
+}
+@media (max-width: 540px) {
+ .navbar-form .form-group {
+ margin-bottom: 5px;
+ }
+ .navbar-form .form-group:last-child {
+ margin-bottom: 0;
+ }
+}
+@media (min-width: 541px) {
+ .navbar-form {
+ width: auto;
+ border: 0;
+ margin-left: 0;
+ margin-right: 0;
+ padding-top: 0;
+ padding-bottom: 0;
+ -webkit-box-shadow: none;
+ box-shadow: none;
+ }
+}
+.navbar-nav > li > .dropdown-menu {
+ margin-top: 0;
+ border-top-right-radius: 0;
+ border-top-left-radius: 0;
+}
+.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
+ margin-bottom: 0;
+ border-top-right-radius: 2px;
+ border-top-left-radius: 2px;
+ border-bottom-right-radius: 0;
+ border-bottom-left-radius: 0;
+}
+.navbar-btn {
+ margin-top: -1px;
+ margin-bottom: -1px;
+}
+.navbar-btn.btn-sm {
+ margin-top: 0px;
+ margin-bottom: 0px;
+}
+.navbar-btn.btn-xs {
+ margin-top: 4px;
+ margin-bottom: 4px;
+}
+.navbar-text {
+ margin-top: 6px;
+ margin-bottom: 6px;
+}
+@media (min-width: 541px) {
+ .navbar-text {
+ float: left;
+ margin-left: 0px;
+ margin-right: 0px;
+ }
+}
+@media (min-width: 541px) {
+ .navbar-left {
+ float: left !important;
+ float: left;
+ }
+ .navbar-right {
+ float: right !important;
+ float: right;
+ margin-right: 0px;
+ }
+ .navbar-right ~ .navbar-right {
+ margin-right: 0;
+ }
+}
+.navbar-default {
+ background-color: #f8f8f8;
+ border-color: #e7e7e7;
+}
+.navbar-default .navbar-brand {
+ color: #777;
+}
+.navbar-default .navbar-brand:hover,
+.navbar-default .navbar-brand:focus {
+ color: #5e5e5e;
+ background-color: transparent;
+}
+.navbar-default .navbar-text {
+ color: #777;
+}
+.navbar-default .navbar-nav > li > a {
+ color: #777;
+}
+.navbar-default .navbar-nav > li > a:hover,
+.navbar-default .navbar-nav > li > a:focus {
+ color: #333;
+ background-color: transparent;
+}
+.navbar-default .navbar-nav > .active > a,
+.navbar-default .navbar-nav > .active > a:hover,
+.navbar-default .navbar-nav > .active > a:focus {
+ color: #555;
+ background-color: #e7e7e7;
+}
+.navbar-default .navbar-nav > .disabled > a,
+.navbar-default .navbar-nav > .disabled > a:hover,
+.navbar-default .navbar-nav > .disabled > a:focus {
+ color: #ccc;
+ background-color: transparent;
+}
+.navbar-default .navbar-toggle {
+ border-color: #ddd;
+}
+.navbar-default .navbar-toggle:hover,
+.navbar-default .navbar-toggle:focus {
+ background-color: #ddd;
+}
+.navbar-default .navbar-toggle .icon-bar {
+ background-color: #888;
+}
+.navbar-default .navbar-collapse,
+.navbar-default .navbar-form {
+ border-color: #e7e7e7;
+}
+.navbar-default .navbar-nav > .open > a,
+.navbar-default .navbar-nav > .open > a:hover,
+.navbar-default .navbar-nav > .open > a:focus {
+ background-color: #e7e7e7;
+ color: #555;
+}
+@media (max-width: 540px) {
+ .navbar-default .navbar-nav .open .dropdown-menu > li > a {
+ color: #777;
+ }
+ .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
+ .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
+ color: #333;
+ background-color: transparent;
+ }
+ .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
+ .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
+ .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
+ color: #555;
+ background-color: #e7e7e7;
+ }
+ .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
+ .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
+ .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
+ color: #ccc;
+ background-color: transparent;
+ }
+}
+.navbar-default .navbar-link {
+ color: #777;
+}
+.navbar-default .navbar-link:hover {
+ color: #333;
+}
+.navbar-default .btn-link {
+ color: #777;
+}
+.navbar-default .btn-link:hover,
+.navbar-default .btn-link:focus {
+ color: #333;
+}
+.navbar-default .btn-link[disabled]:hover,
+fieldset[disabled] .navbar-default .btn-link:hover,
+.navbar-default .btn-link[disabled]:focus,
+fieldset[disabled] .navbar-default .btn-link:focus {
+ color: #ccc;
+}
+.navbar-inverse {
+ background-color: #222;
+ border-color: #080808;
+}
+.navbar-inverse .navbar-brand {
+ color: #9d9d9d;
+}
+.navbar-inverse .navbar-brand:hover,
+.navbar-inverse .navbar-brand:focus {
+ color: #fff;
+ background-color: transparent;
+}
+.navbar-inverse .navbar-text {
+ color: #9d9d9d;
+}
+.navbar-inverse .navbar-nav > li > a {
+ color: #9d9d9d;
+}
+.navbar-inverse .navbar-nav > li > a:hover,
+.navbar-inverse .navbar-nav > li > a:focus {
+ color: #fff;
+ background-color: transparent;
+}
+.navbar-inverse .navbar-nav > .active > a,
+.navbar-inverse .navbar-nav > .active > a:hover,
+.navbar-inverse .navbar-nav > .active > a:focus {
+ color: #fff;
+ background-color: #080808;
+}
+.navbar-inverse .navbar-nav > .disabled > a,
+.navbar-inverse .navbar-nav > .disabled > a:hover,
+.navbar-inverse .navbar-nav > .disabled > a:focus {
+ color: #444;
+ background-color: transparent;
+}
+.navbar-inverse .navbar-toggle {
+ border-color: #333;
+}
+.navbar-inverse .navbar-toggle:hover,
+.navbar-inverse .navbar-toggle:focus {
+ background-color: #333;
+}
+.navbar-inverse .navbar-toggle .icon-bar {
+ background-color: #fff;
+}
+.navbar-inverse .navbar-collapse,
+.navbar-inverse .navbar-form {
+ border-color: #101010;
+}
+.navbar-inverse .navbar-nav > .open > a,
+.navbar-inverse .navbar-nav > .open > a:hover,
+.navbar-inverse .navbar-nav > .open > a:focus {
+ background-color: #080808;
+ color: #fff;
+}
+@media (max-width: 540px) {
+ .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
+ border-color: #080808;
+ }
+ .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
+ background-color: #080808;
+ }
+ .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
+ color: #9d9d9d;
+ }
+ .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
+ .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
+ color: #fff;
+ background-color: transparent;
+ }
+ .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
+ .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
+ .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
+ color: #fff;
+ background-color: #080808;
+ }
+ .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
+ .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
+ .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
+ color: #444;
+ background-color: transparent;
+ }
+}
+.navbar-inverse .navbar-link {
+ color: #9d9d9d;
+}
+.navbar-inverse .navbar-link:hover {
+ color: #fff;
+}
+.navbar-inverse .btn-link {
+ color: #9d9d9d;
+}
+.navbar-inverse .btn-link:hover,
+.navbar-inverse .btn-link:focus {
+ color: #fff;
+}
+.navbar-inverse .btn-link[disabled]:hover,
+fieldset[disabled] .navbar-inverse .btn-link:hover,
+.navbar-inverse .btn-link[disabled]:focus,
+fieldset[disabled] .navbar-inverse .btn-link:focus {
+ color: #444;
+}
+.breadcrumb {
+ padding: 8px 15px;
+ margin-bottom: 18px;
+ list-style: none;
+ background-color: #f5f5f5;
+ border-radius: 2px;
+}
+.breadcrumb > li {
+ display: inline-block;
+}
+.breadcrumb > li + li:before {
+ content: "/\00a0";
+ padding: 0 5px;
+ color: #5e5e5e;
+}
+.breadcrumb > .active {
+ color: #777777;
+}
+.pagination {
+ display: inline-block;
+ padding-left: 0;
+ margin: 18px 0;
+ border-radius: 2px;
+}
+.pagination > li {
+ display: inline;
+}
+.pagination > li > a,
+.pagination > li > span {
+ position: relative;
+ float: left;
+ padding: 6px 12px;
+ line-height: 1.42857143;
+ text-decoration: none;
+ color: #337ab7;
+ background-color: #fff;
+ border: 1px solid #ddd;
+ margin-left: -1px;
+}
+.pagination > li:first-child > a,
+.pagination > li:first-child > span {
+ margin-left: 0;
+ border-bottom-left-radius: 2px;
+ border-top-left-radius: 2px;
+}
+.pagination > li:last-child > a,
+.pagination > li:last-child > span {
+ border-bottom-right-radius: 2px;
+ border-top-right-radius: 2px;
+}
+.pagination > li > a:hover,
+.pagination > li > span:hover,
+.pagination > li > a:focus,
+.pagination > li > span:focus {
+ z-index: 2;
+ color: #23527c;
+ background-color: #eeeeee;
+ border-color: #ddd;
+}
+.pagination > .active > a,
+.pagination > .active > span,
+.pagination > .active > a:hover,
+.pagination > .active > span:hover,
+.pagination > .active > a:focus,
+.pagination > .active > span:focus {
+ z-index: 3;
+ color: #fff;
+ background-color: #337ab7;
+ border-color: #337ab7;
+ cursor: default;
+}
+.pagination > .disabled > span,
+.pagination > .disabled > span:hover,
+.pagination > .disabled > span:focus,
+.pagination > .disabled > a,
+.pagination > .disabled > a:hover,
+.pagination > .disabled > a:focus {
+ color: #777777;
+ background-color: #fff;
+ border-color: #ddd;
+ cursor: not-allowed;
+}
+.pagination-lg > li > a,
+.pagination-lg > li > span {
+ padding: 10px 16px;
+ font-size: 17px;
+ line-height: 1.3333333;
+}
+.pagination-lg > li:first-child > a,
+.pagination-lg > li:first-child > span {
+ border-bottom-left-radius: 3px;
+ border-top-left-radius: 3px;
+}
+.pagination-lg > li:last-child > a,
+.pagination-lg > li:last-child > span {
+ border-bottom-right-radius: 3px;
+ border-top-right-radius: 3px;
+}
+.pagination-sm > li > a,
+.pagination-sm > li > span {
+ padding: 5px 10px;
+ font-size: 12px;
+ line-height: 1.5;
+}
+.pagination-sm > li:first-child > a,
+.pagination-sm > li:first-child > span {
+ border-bottom-left-radius: 1px;
+ border-top-left-radius: 1px;
+}
+.pagination-sm > li:last-child > a,
+.pagination-sm > li:last-child > span {
+ border-bottom-right-radius: 1px;
+ border-top-right-radius: 1px;
+}
+.pager {
+ padding-left: 0;
+ margin: 18px 0;
+ list-style: none;
+ text-align: center;
+}
+.pager li {
+ display: inline;
+}
+.pager li > a,
+.pager li > span {
+ display: inline-block;
+ padding: 5px 14px;
+ background-color: #fff;
+ border: 1px solid #ddd;
+ border-radius: 15px;
+}
+.pager li > a:hover,
+.pager li > a:focus {
+ text-decoration: none;
+ background-color: #eeeeee;
+}
+.pager .next > a,
+.pager .next > span {
+ float: right;
+}
+.pager .previous > a,
+.pager .previous > span {
+ float: left;
+}
+.pager .disabled > a,
+.pager .disabled > a:hover,
+.pager .disabled > a:focus,
+.pager .disabled > span {
+ color: #777777;
+ background-color: #fff;
+ cursor: not-allowed;
+}
+.label {
+ display: inline;
+ padding: .2em .6em .3em;
+ font-size: 75%;
+ font-weight: bold;
+ line-height: 1;
+ color: #fff;
+ text-align: center;
+ white-space: nowrap;
+ vertical-align: baseline;
+ border-radius: .25em;
+}
+a.label:hover,
+a.label:focus {
+ color: #fff;
+ text-decoration: none;
+ cursor: pointer;
+}
+.label:empty {
+ display: none;
+}
+.btn .label {
+ position: relative;
+ top: -1px;
+}
+.label-default {
+ background-color: #777777;
+}
+.label-default[href]:hover,
+.label-default[href]:focus {
+ background-color: #5e5e5e;
+}
+.label-primary {
+ background-color: #337ab7;
+}
+.label-primary[href]:hover,
+.label-primary[href]:focus {
+ background-color: #286090;
+}
+.label-success {
+ background-color: #5cb85c;
+}
+.label-success[href]:hover,
+.label-success[href]:focus {
+ background-color: #449d44;
+}
+.label-info {
+ background-color: #5bc0de;
+}
+.label-info[href]:hover,
+.label-info[href]:focus {
+ background-color: #31b0d5;
+}
+.label-warning {
+ background-color: #f0ad4e;
+}
+.label-warning[href]:hover,
+.label-warning[href]:focus {
+ background-color: #ec971f;
+}
+.label-danger {
+ background-color: #d9534f;
+}
+.label-danger[href]:hover,
+.label-danger[href]:focus {
+ background-color: #c9302c;
+}
+.badge {
+ display: inline-block;
+ min-width: 10px;
+ padding: 3px 7px;
+ font-size: 12px;
+ font-weight: bold;
+ color: #fff;
+ line-height: 1;
+ vertical-align: middle;
+ white-space: nowrap;
+ text-align: center;
+ background-color: #777777;
+ border-radius: 10px;
+}
+.badge:empty {
+ display: none;
+}
+.btn .badge {
+ position: relative;
+ top: -1px;
+}
+.btn-xs .badge,
+.btn-group-xs > .btn .badge {
+ top: 0;
+ padding: 1px 5px;
+}
+a.badge:hover,
+a.badge:focus {
+ color: #fff;
+ text-decoration: none;
+ cursor: pointer;
+}
+.list-group-item.active > .badge,
+.nav-pills > .active > a > .badge {
+ color: #337ab7;
+ background-color: #fff;
+}
+.list-group-item > .badge {
+ float: right;
+}
+.list-group-item > .badge + .badge {
+ margin-right: 5px;
+}
+.nav-pills > li > a > .badge {
+ margin-left: 3px;
+}
+.jumbotron {
+ padding-top: 30px;
+ padding-bottom: 30px;
+ margin-bottom: 30px;
+ color: inherit;
+ background-color: #eeeeee;
+}
+.jumbotron h1,
+.jumbotron .h1 {
+ color: inherit;
+}
+.jumbotron p {
+ margin-bottom: 15px;
+ font-size: 20px;
+ font-weight: 200;
+}
+.jumbotron > hr {
+ border-top-color: #d5d5d5;
+}
+.container .jumbotron,
+.container-fluid .jumbotron {
+ border-radius: 3px;
+ padding-left: 0px;
+ padding-right: 0px;
+}
+.jumbotron .container {
+ max-width: 100%;
+}
+@media screen and (min-width: 768px) {
+ .jumbotron {
+ padding-top: 48px;
+ padding-bottom: 48px;
+ }
+ .container .jumbotron,
+ .container-fluid .jumbotron {
+ padding-left: 60px;
+ padding-right: 60px;
+ }
+ .jumbotron h1,
+ .jumbotron .h1 {
+ font-size: 59px;
+ }
+}
+.thumbnail {
+ display: block;
+ padding: 4px;
+ margin-bottom: 18px;
+ line-height: 1.42857143;
+ background-color: #fff;
+ border: 1px solid #ddd;
+ border-radius: 2px;
+ -webkit-transition: border 0.2s ease-in-out;
+ -o-transition: border 0.2s ease-in-out;
+ transition: border 0.2s ease-in-out;
+}
+.thumbnail > img,
+.thumbnail a > img {
+ margin-left: auto;
+ margin-right: auto;
+}
+a.thumbnail:hover,
+a.thumbnail:focus,
+a.thumbnail.active {
+ border-color: #337ab7;
+}
+.thumbnail .caption {
+ padding: 9px;
+ color: #000;
+}
+.alert {
+ padding: 15px;
+ margin-bottom: 18px;
+ border: 1px solid transparent;
+ border-radius: 2px;
+}
+.alert h4 {
+ margin-top: 0;
+ color: inherit;
+}
+.alert .alert-link {
+ font-weight: bold;
+}
+.alert > p,
+.alert > ul {
+ margin-bottom: 0;
+}
+.alert > p + p {
+ margin-top: 5px;
+}
+.alert-dismissable,
+.alert-dismissible {
+ padding-right: 35px;
+}
+.alert-dismissable .close,
+.alert-dismissible .close {
+ position: relative;
+ top: -2px;
+ right: -21px;
+ color: inherit;
+}
+.alert-success {
+ background-color: #dff0d8;
+ border-color: #d6e9c6;
+ color: #3c763d;
+}
+.alert-success hr {
+ border-top-color: #c9e2b3;
+}
+.alert-success .alert-link {
+ color: #2b542c;
+}
+.alert-info {
+ background-color: #d9edf7;
+ border-color: #bce8f1;
+ color: #31708f;
+}
+.alert-info hr {
+ border-top-color: #a6e1ec;
+}
+.alert-info .alert-link {
+ color: #245269;
+}
+.alert-warning {
+ background-color: #fcf8e3;
+ border-color: #faebcc;
+ color: #8a6d3b;
+}
+.alert-warning hr {
+ border-top-color: #f7e1b5;
+}
+.alert-warning .alert-link {
+ color: #66512c;
+}
+.alert-danger {
+ background-color: #f2dede;
+ border-color: #ebccd1;
+ color: #a94442;
+}
+.alert-danger hr {
+ border-top-color: #e4b9c0;
+}
+.alert-danger .alert-link {
+ color: #843534;
+}
+@-webkit-keyframes progress-bar-stripes {
+ from {
+ background-position: 40px 0;
+ }
+ to {
+ background-position: 0 0;
+ }
+}
+@keyframes progress-bar-stripes {
+ from {
+ background-position: 40px 0;
+ }
+ to {
+ background-position: 0 0;
+ }
+}
+.progress {
+ overflow: hidden;
+ height: 18px;
+ margin-bottom: 18px;
+ background-color: #f5f5f5;
+ border-radius: 2px;
+ -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
+ box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
+}
+.progress-bar {
+ float: left;
+ width: 0%;
+ height: 100%;
+ font-size: 12px;
+ line-height: 18px;
+ color: #fff;
+ text-align: center;
+ background-color: #337ab7;
+ -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
+ box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
+ -webkit-transition: width 0.6s ease;
+ -o-transition: width 0.6s ease;
+ transition: width 0.6s ease;
+}
+.progress-striped .progress-bar,
+.progress-bar-striped {
+ background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-size: 40px 40px;
+}
+.progress.active .progress-bar,
+.progress-bar.active {
+ -webkit-animation: progress-bar-stripes 2s linear infinite;
+ -o-animation: progress-bar-stripes 2s linear infinite;
+ animation: progress-bar-stripes 2s linear infinite;
+}
+.progress-bar-success {
+ background-color: #5cb85c;
+}
+.progress-striped .progress-bar-success {
+ background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+}
+.progress-bar-info {
+ background-color: #5bc0de;
+}
+.progress-striped .progress-bar-info {
+ background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+}
+.progress-bar-warning {
+ background-color: #f0ad4e;
+}
+.progress-striped .progress-bar-warning {
+ background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+}
+.progress-bar-danger {
+ background-color: #d9534f;
+}
+.progress-striped .progress-bar-danger {
+ background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+ background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
+}
+.media {
+ margin-top: 15px;
+}
+.media:first-child {
+ margin-top: 0;
+}
+.media,
+.media-body {
+ zoom: 1;
+ overflow: hidden;
+}
+.media-body {
+ width: 10000px;
+}
+.media-object {
+ display: block;
+}
+.media-object.img-thumbnail {
+ max-width: none;
+}
+.media-right,
+.media > .pull-right {
+ padding-left: 10px;
+}
+.media-left,
+.media > .pull-left {
+ padding-right: 10px;
+}
+.media-left,
+.media-right,
+.media-body {
+ display: table-cell;
+ vertical-align: top;
+}
+.media-middle {
+ vertical-align: middle;
+}
+.media-bottom {
+ vertical-align: bottom;
+}
+.media-heading {
+ margin-top: 0;
+ margin-bottom: 5px;
+}
+.media-list {
+ padding-left: 0;
+ list-style: none;
+}
+.list-group {
+ margin-bottom: 20px;
+ padding-left: 0;
+}
+.list-group-item {
+ position: relative;
+ display: block;
+ padding: 10px 15px;
+ margin-bottom: -1px;
+ background-color: #fff;
+ border: 1px solid #ddd;
+}
+.list-group-item:first-child {
+ border-top-right-radius: 2px;
+ border-top-left-radius: 2px;
+}
+.list-group-item:last-child {
+ margin-bottom: 0;
+ border-bottom-right-radius: 2px;
+ border-bottom-left-radius: 2px;
+}
+a.list-group-item,
+button.list-group-item {
+ color: #555;
+}
+a.list-group-item .list-group-item-heading,
+button.list-group-item .list-group-item-heading {
+ color: #333;
+}
+a.list-group-item:hover,
+button.list-group-item:hover,
+a.list-group-item:focus,
+button.list-group-item:focus {
+ text-decoration: none;
+ color: #555;
+ background-color: #f5f5f5;
+}
+button.list-group-item {
+ width: 100%;
+ text-align: left;
+}
+.list-group-item.disabled,
+.list-group-item.disabled:hover,
+.list-group-item.disabled:focus {
+ background-color: #eeeeee;
+ color: #777777;
+ cursor: not-allowed;
+}
+.list-group-item.disabled .list-group-item-heading,
+.list-group-item.disabled:hover .list-group-item-heading,
+.list-group-item.disabled:focus .list-group-item-heading {
+ color: inherit;
+}
+.list-group-item.disabled .list-group-item-text,
+.list-group-item.disabled:hover .list-group-item-text,
+.list-group-item.disabled:focus .list-group-item-text {
+ color: #777777;
+}
+.list-group-item.active,
+.list-group-item.active:hover,
+.list-group-item.active:focus {
+ z-index: 2;
+ color: #fff;
+ background-color: #337ab7;
+ border-color: #337ab7;
+}
+.list-group-item.active .list-group-item-heading,
+.list-group-item.active:hover .list-group-item-heading,
+.list-group-item.active:focus .list-group-item-heading,
+.list-group-item.active .list-group-item-heading > small,
+.list-group-item.active:hover .list-group-item-heading > small,
+.list-group-item.active:focus .list-group-item-heading > small,
+.list-group-item.active .list-group-item-heading > .small,
+.list-group-item.active:hover .list-group-item-heading > .small,
+.list-group-item.active:focus .list-group-item-heading > .small {
+ color: inherit;
+}
+.list-group-item.active .list-group-item-text,
+.list-group-item.active:hover .list-group-item-text,
+.list-group-item.active:focus .list-group-item-text {
+ color: #c7ddef;
+}
+.list-group-item-success {
+ color: #3c763d;
+ background-color: #dff0d8;
+}
+a.list-group-item-success,
+button.list-group-item-success {
+ color: #3c763d;
+}
+a.list-group-item-success .list-group-item-heading,
+button.list-group-item-success .list-group-item-heading {
+ color: inherit;
+}
+a.list-group-item-success:hover,
+button.list-group-item-success:hover,
+a.list-group-item-success:focus,
+button.list-group-item-success:focus {
+ color: #3c763d;
+ background-color: #d0e9c6;
+}
+a.list-group-item-success.active,
+button.list-group-item-success.active,
+a.list-group-item-success.active:hover,
+button.list-group-item-success.active:hover,
+a.list-group-item-success.active:focus,
+button.list-group-item-success.active:focus {
+ color: #fff;
+ background-color: #3c763d;
+ border-color: #3c763d;
+}
+.list-group-item-info {
+ color: #31708f;
+ background-color: #d9edf7;
+}
+a.list-group-item-info,
+button.list-group-item-info {
+ color: #31708f;
+}
+a.list-group-item-info .list-group-item-heading,
+button.list-group-item-info .list-group-item-heading {
+ color: inherit;
+}
+a.list-group-item-info:hover,
+button.list-group-item-info:hover,
+a.list-group-item-info:focus,
+button.list-group-item-info:focus {
+ color: #31708f;
+ background-color: #c4e3f3;
+}
+a.list-group-item-info.active,
+button.list-group-item-info.active,
+a.list-group-item-info.active:hover,
+button.list-group-item-info.active:hover,
+a.list-group-item-info.active:focus,
+button.list-group-item-info.active:focus {
+ color: #fff;
+ background-color: #31708f;
+ border-color: #31708f;
+}
+.list-group-item-warning {
+ color: #8a6d3b;
+ background-color: #fcf8e3;
+}
+a.list-group-item-warning,
+button.list-group-item-warning {
+ color: #8a6d3b;
+}
+a.list-group-item-warning .list-group-item-heading,
+button.list-group-item-warning .list-group-item-heading {
+ color: inherit;
+}
+a.list-group-item-warning:hover,
+button.list-group-item-warning:hover,
+a.list-group-item-warning:focus,
+button.list-group-item-warning:focus {
+ color: #8a6d3b;
+ background-color: #faf2cc;
+}
+a.list-group-item-warning.active,
+button.list-group-item-warning.active,
+a.list-group-item-warning.active:hover,
+button.list-group-item-warning.active:hover,
+a.list-group-item-warning.active:focus,
+button.list-group-item-warning.active:focus {
+ color: #fff;
+ background-color: #8a6d3b;
+ border-color: #8a6d3b;
+}
+.list-group-item-danger {
+ color: #a94442;
+ background-color: #f2dede;
+}
+a.list-group-item-danger,
+button.list-group-item-danger {
+ color: #a94442;
+}
+a.list-group-item-danger .list-group-item-heading,
+button.list-group-item-danger .list-group-item-heading {
+ color: inherit;
+}
+a.list-group-item-danger:hover,
+button.list-group-item-danger:hover,
+a.list-group-item-danger:focus,
+button.list-group-item-danger:focus {
+ color: #a94442;
+ background-color: #ebcccc;
+}
+a.list-group-item-danger.active,
+button.list-group-item-danger.active,
+a.list-group-item-danger.active:hover,
+button.list-group-item-danger.active:hover,
+a.list-group-item-danger.active:focus,
+button.list-group-item-danger.active:focus {
+ color: #fff;
+ background-color: #a94442;
+ border-color: #a94442;
+}
+.list-group-item-heading {
+ margin-top: 0;
+ margin-bottom: 5px;
+}
+.list-group-item-text {
+ margin-bottom: 0;
+ line-height: 1.3;
+}
+.panel {
+ margin-bottom: 18px;
+ background-color: #fff;
+ border: 1px solid transparent;
+ border-radius: 2px;
+ -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
+ box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
+}
+.panel-body {
+ padding: 15px;
+}
+.panel-heading {
+ padding: 10px 15px;
+ border-bottom: 1px solid transparent;
+ border-top-right-radius: 1px;
+ border-top-left-radius: 1px;
+}
+.panel-heading > .dropdown .dropdown-toggle {
+ color: inherit;
+}
+.panel-title {
+ margin-top: 0;
+ margin-bottom: 0;
+ font-size: 15px;
+ color: inherit;
+}
+.panel-title > a,
+.panel-title > small,
+.panel-title > .small,
+.panel-title > small > a,
+.panel-title > .small > a {
+ color: inherit;
+}
+.panel-footer {
+ padding: 10px 15px;
+ background-color: #f5f5f5;
+ border-top: 1px solid #ddd;
+ border-bottom-right-radius: 1px;
+ border-bottom-left-radius: 1px;
+}
+.panel > .list-group,
+.panel > .panel-collapse > .list-group {
+ margin-bottom: 0;
+}
+.panel > .list-group .list-group-item,
+.panel > .panel-collapse > .list-group .list-group-item {
+ border-width: 1px 0;
+ border-radius: 0;
+}
+.panel > .list-group:first-child .list-group-item:first-child,
+.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
+ border-top: 0;
+ border-top-right-radius: 1px;
+ border-top-left-radius: 1px;
+}
+.panel > .list-group:last-child .list-group-item:last-child,
+.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
+ border-bottom: 0;
+ border-bottom-right-radius: 1px;
+ border-bottom-left-radius: 1px;
+}
+.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
+ border-top-right-radius: 0;
+ border-top-left-radius: 0;
+}
+.panel-heading + .list-group .list-group-item:first-child {
+ border-top-width: 0;
+}
+.list-group + .panel-footer {
+ border-top-width: 0;
+}
+.panel > .table,
+.panel > .table-responsive > .table,
+.panel > .panel-collapse > .table {
+ margin-bottom: 0;
+}
+.panel > .table caption,
+.panel > .table-responsive > .table caption,
+.panel > .panel-collapse > .table caption {
+ padding-left: 15px;
+ padding-right: 15px;
+}
+.panel > .table:first-child,
+.panel > .table-responsive:first-child > .table:first-child {
+ border-top-right-radius: 1px;
+ border-top-left-radius: 1px;
+}
+.panel > .table:first-child > thead:first-child > tr:first-child,
+.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
+.panel > .table:first-child > tbody:first-child > tr:first-child,
+.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
+ border-top-left-radius: 1px;
+ border-top-right-radius: 1px;
+}
+.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
+.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
+.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
+.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
+.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
+.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
+.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
+.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
+ border-top-left-radius: 1px;
+}
+.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
+.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
+.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
+.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
+.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
+.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
+.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
+.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
+ border-top-right-radius: 1px;
+}
+.panel > .table:last-child,
+.panel > .table-responsive:last-child > .table:last-child {
+ border-bottom-right-radius: 1px;
+ border-bottom-left-radius: 1px;
+}
+.panel > .table:last-child > tbody:last-child > tr:last-child,
+.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
+.panel > .table:last-child > tfoot:last-child > tr:last-child,
+.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
+ border-bottom-left-radius: 1px;
+ border-bottom-right-radius: 1px;
+}
+.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
+.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
+.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
+.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
+.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
+.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
+.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
+.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
+ border-bottom-left-radius: 1px;
+}
+.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
+.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
+.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
+.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
+.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
+.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
+.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
+.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
+ border-bottom-right-radius: 1px;
+}
+.panel > .panel-body + .table,
+.panel > .panel-body + .table-responsive,
+.panel > .table + .panel-body,
+.panel > .table-responsive + .panel-body {
+ border-top: 1px solid #ddd;
+}
+.panel > .table > tbody:first-child > tr:first-child th,
+.panel > .table > tbody:first-child > tr:first-child td {
+ border-top: 0;
+}
+.panel > .table-bordered,
+.panel > .table-responsive > .table-bordered {
+ border: 0;
+}
+.panel > .table-bordered > thead > tr > th:first-child,
+.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
+.panel > .table-bordered > tbody > tr > th:first-child,
+.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
+.panel > .table-bordered > tfoot > tr > th:first-child,
+.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
+.panel > .table-bordered > thead > tr > td:first-child,
+.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
+.panel > .table-bordered > tbody > tr > td:first-child,
+.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
+.panel > .table-bordered > tfoot > tr > td:first-child,
+.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
+ border-left: 0;
+}
+.panel > .table-bordered > thead > tr > th:last-child,
+.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
+.panel > .table-bordered > tbody > tr > th:last-child,
+.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
+.panel > .table-bordered > tfoot > tr > th:last-child,
+.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
+.panel > .table-bordered > thead > tr > td:last-child,
+.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
+.panel > .table-bordered > tbody > tr > td:last-child,
+.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
+.panel > .table-bordered > tfoot > tr > td:last-child,
+.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
+ border-right: 0;
+}
+.panel > .table-bordered > thead > tr:first-child > td,
+.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
+.panel > .table-bordered > tbody > tr:first-child > td,
+.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
+.panel > .table-bordered > thead > tr:first-child > th,
+.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
+.panel > .table-bordered > tbody > tr:first-child > th,
+.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
+ border-bottom: 0;
+}
+.panel > .table-bordered > tbody > tr:last-child > td,
+.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
+.panel > .table-bordered > tfoot > tr:last-child > td,
+.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
+.panel > .table-bordered > tbody > tr:last-child > th,
+.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
+.panel > .table-bordered > tfoot > tr:last-child > th,
+.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
+ border-bottom: 0;
+}
+.panel > .table-responsive {
+ border: 0;
+ margin-bottom: 0;
+}
+.panel-group {
+ margin-bottom: 18px;
+}
+.panel-group .panel {
+ margin-bottom: 0;
+ border-radius: 2px;
+}
+.panel-group .panel + .panel {
+ margin-top: 5px;
+}
+.panel-group .panel-heading {
+ border-bottom: 0;
+}
+.panel-group .panel-heading + .panel-collapse > .panel-body,
+.panel-group .panel-heading + .panel-collapse > .list-group {
+ border-top: 1px solid #ddd;
+}
+.panel-group .panel-footer {
+ border-top: 0;
+}
+.panel-group .panel-footer + .panel-collapse .panel-body {
+ border-bottom: 1px solid #ddd;
+}
+.panel-default {
+ border-color: #ddd;
+}
+.panel-default > .panel-heading {
+ color: #333333;
+ background-color: #f5f5f5;
+ border-color: #ddd;
+}
+.panel-default > .panel-heading + .panel-collapse > .panel-body {
+ border-top-color: #ddd;
+}
+.panel-default > .panel-heading .badge {
+ color: #f5f5f5;
+ background-color: #333333;
+}
+.panel-default > .panel-footer + .panel-collapse > .panel-body {
+ border-bottom-color: #ddd;
+}
+.panel-primary {
+ border-color: #337ab7;
+}
+.panel-primary > .panel-heading {
+ color: #fff;
+ background-color: #337ab7;
+ border-color: #337ab7;
+}
+.panel-primary > .panel-heading + .panel-collapse > .panel-body {
+ border-top-color: #337ab7;
+}
+.panel-primary > .panel-heading .badge {
+ color: #337ab7;
+ background-color: #fff;
+}
+.panel-primary > .panel-footer + .panel-collapse > .panel-body {
+ border-bottom-color: #337ab7;
+}
+.panel-success {
+ border-color: #d6e9c6;
+}
+.panel-success > .panel-heading {
+ color: #3c763d;
+ background-color: #dff0d8;
+ border-color: #d6e9c6;
+}
+.panel-success > .panel-heading + .panel-collapse > .panel-body {
+ border-top-color: #d6e9c6;
+}
+.panel-success > .panel-heading .badge {
+ color: #dff0d8;
+ background-color: #3c763d;
+}
+.panel-success > .panel-footer + .panel-collapse > .panel-body {
+ border-bottom-color: #d6e9c6;
+}
+.panel-info {
+ border-color: #bce8f1;
+}
+.panel-info > .panel-heading {
+ color: #31708f;
+ background-color: #d9edf7;
+ border-color: #bce8f1;
+}
+.panel-info > .panel-heading + .panel-collapse > .panel-body {
+ border-top-color: #bce8f1;
+}
+.panel-info > .panel-heading .badge {
+ color: #d9edf7;
+ background-color: #31708f;
+}
+.panel-info > .panel-footer + .panel-collapse > .panel-body {
+ border-bottom-color: #bce8f1;
+}
+.panel-warning {
+ border-color: #faebcc;
+}
+.panel-warning > .panel-heading {
+ color: #8a6d3b;
+ background-color: #fcf8e3;
+ border-color: #faebcc;
+}
+.panel-warning > .panel-heading + .panel-collapse > .panel-body {
+ border-top-color: #faebcc;
+}
+.panel-warning > .panel-heading .badge {
+ color: #fcf8e3;
+ background-color: #8a6d3b;
+}
+.panel-warning > .panel-footer + .panel-collapse > .panel-body {
+ border-bottom-color: #faebcc;
+}
+.panel-danger {
+ border-color: #ebccd1;
+}
+.panel-danger > .panel-heading {
+ color: #a94442;
+ background-color: #f2dede;
+ border-color: #ebccd1;
+}
+.panel-danger > .panel-heading + .panel-collapse > .panel-body {
+ border-top-color: #ebccd1;
+}
+.panel-danger > .panel-heading .badge {
+ color: #f2dede;
+ background-color: #a94442;
+}
+.panel-danger > .panel-footer + .panel-collapse > .panel-body {
+ border-bottom-color: #ebccd1;
+}
+.embed-responsive {
+ position: relative;
+ display: block;
+ height: 0;
+ padding: 0;
+ overflow: hidden;
+}
+.embed-responsive .embed-responsive-item,
+.embed-responsive iframe,
+.embed-responsive embed,
+.embed-responsive object,
+.embed-responsive video {
+ position: absolute;
+ top: 0;
+ left: 0;
+ bottom: 0;
+ height: 100%;
+ width: 100%;
+ border: 0;
+}
+.embed-responsive-16by9 {
+ padding-bottom: 56.25%;
+}
+.embed-responsive-4by3 {
+ padding-bottom: 75%;
+}
+.well {
+ min-height: 20px;
+ padding: 19px;
+ margin-bottom: 20px;
+ background-color: #f5f5f5;
+ border: 1px solid #e3e3e3;
+ border-radius: 2px;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
+}
+.well blockquote {
+ border-color: #ddd;
+ border-color: rgba(0, 0, 0, 0.15);
+}
+.well-lg {
+ padding: 24px;
+ border-radius: 3px;
+}
+.well-sm {
+ padding: 9px;
+ border-radius: 1px;
+}
+.close {
+ float: right;
+ font-size: 19.5px;
+ font-weight: bold;
+ line-height: 1;
+ color: #000;
+ text-shadow: 0 1px 0 #fff;
+ opacity: 0.2;
+ filter: alpha(opacity=20);
+}
+.close:hover,
+.close:focus {
+ color: #000;
+ text-decoration: none;
+ cursor: pointer;
+ opacity: 0.5;
+ filter: alpha(opacity=50);
+}
+button.close {
+ padding: 0;
+ cursor: pointer;
+ background: transparent;
+ border: 0;
+ -webkit-appearance: none;
+}
+.modal-open {
+ overflow: hidden;
+}
+.modal {
+ display: none;
+ overflow: hidden;
+ position: fixed;
+ top: 0;
+ right: 0;
+ bottom: 0;
+ left: 0;
+ z-index: 1050;
+ -webkit-overflow-scrolling: touch;
+ outline: 0;
+}
+.modal.fade .modal-dialog {
+ -webkit-transform: translate(0, -25%);
+ -ms-transform: translate(0, -25%);
+ -o-transform: translate(0, -25%);
+ transform: translate(0, -25%);
+ -webkit-transition: -webkit-transform 0.3s ease-out;
+ -moz-transition: -moz-transform 0.3s ease-out;
+ -o-transition: -o-transform 0.3s ease-out;
+ transition: transform 0.3s ease-out;
+}
+.modal.in .modal-dialog {
+ -webkit-transform: translate(0, 0);
+ -ms-transform: translate(0, 0);
+ -o-transform: translate(0, 0);
+ transform: translate(0, 0);
+}
+.modal-open .modal {
+ overflow-x: hidden;
+ overflow-y: auto;
+}
+.modal-dialog {
+ position: relative;
+ width: auto;
+ margin: 10px;
+}
+.modal-content {
+ position: relative;
+ background-color: #fff;
+ border: 1px solid #999;
+ border: 1px solid rgba(0, 0, 0, 0.2);
+ border-radius: 3px;
+ -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
+ box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
+ background-clip: padding-box;
+ outline: 0;
+}
+.modal-backdrop {
+ position: fixed;
+ top: 0;
+ right: 0;
+ bottom: 0;
+ left: 0;
+ z-index: 1040;
+ background-color: #000;
+}
+.modal-backdrop.fade {
+ opacity: 0;
+ filter: alpha(opacity=0);
+}
+.modal-backdrop.in {
+ opacity: 0.5;
+ filter: alpha(opacity=50);
+}
+.modal-header {
+ padding: 15px;
+ border-bottom: 1px solid #e5e5e5;
+}
+.modal-header .close {
+ margin-top: -2px;
+}
+.modal-title {
+ margin: 0;
+ line-height: 1.42857143;
+}
+.modal-body {
+ position: relative;
+ padding: 15px;
+}
+.modal-footer {
+ padding: 15px;
+ text-align: right;
+ border-top: 1px solid #e5e5e5;
+}
+.modal-footer .btn + .btn {
+ margin-left: 5px;
+ margin-bottom: 0;
+}
+.modal-footer .btn-group .btn + .btn {
+ margin-left: -1px;
+}
+.modal-footer .btn-block + .btn-block {
+ margin-left: 0;
+}
+.modal-scrollbar-measure {
+ position: absolute;
+ top: -9999px;
+ width: 50px;
+ height: 50px;
+ overflow: scroll;
+}
+@media (min-width: 768px) {
+ .modal-dialog {
+ width: 600px;
+ margin: 30px auto;
+ }
+ .modal-content {
+ -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
+ box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
+ }
+ .modal-sm {
+ width: 300px;
+ }
+}
+@media (min-width: 992px) {
+ .modal-lg {
+ width: 900px;
+ }
+}
+.tooltip {
+ position: absolute;
+ z-index: 1070;
+ display: block;
+ font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
+ font-style: normal;
+ font-weight: normal;
+ letter-spacing: normal;
+ line-break: auto;
+ line-height: 1.42857143;
+ text-align: left;
+ text-align: start;
+ text-decoration: none;
+ text-shadow: none;
+ text-transform: none;
+ white-space: normal;
+ word-break: normal;
+ word-spacing: normal;
+ word-wrap: normal;
+ font-size: 12px;
+ opacity: 0;
+ filter: alpha(opacity=0);
+}
+.tooltip.in {
+ opacity: 0.9;
+ filter: alpha(opacity=90);
+}
+.tooltip.top {
+ margin-top: -3px;
+ padding: 5px 0;
+}
+.tooltip.right {
+ margin-left: 3px;
+ padding: 0 5px;
+}
+.tooltip.bottom {
+ margin-top: 3px;
+ padding: 5px 0;
+}
+.tooltip.left {
+ margin-left: -3px;
+ padding: 0 5px;
+}
+.tooltip-inner {
+ max-width: 200px;
+ padding: 3px 8px;
+ color: #fff;
+ text-align: center;
+ background-color: #000;
+ border-radius: 2px;
+}
+.tooltip-arrow {
+ position: absolute;
+ width: 0;
+ height: 0;
+ border-color: transparent;
+ border-style: solid;
+}
+.tooltip.top .tooltip-arrow {
+ bottom: 0;
+ left: 50%;
+ margin-left: -5px;
+ border-width: 5px 5px 0;
+ border-top-color: #000;
+}
+.tooltip.top-left .tooltip-arrow {
+ bottom: 0;
+ right: 5px;
+ margin-bottom: -5px;
+ border-width: 5px 5px 0;
+ border-top-color: #000;
+}
+.tooltip.top-right .tooltip-arrow {
+ bottom: 0;
+ left: 5px;
+ margin-bottom: -5px;
+ border-width: 5px 5px 0;
+ border-top-color: #000;
+}
+.tooltip.right .tooltip-arrow {
+ top: 50%;
+ left: 0;
+ margin-top: -5px;
+ border-width: 5px 5px 5px 0;
+ border-right-color: #000;
+}
+.tooltip.left .tooltip-arrow {
+ top: 50%;
+ right: 0;
+ margin-top: -5px;
+ border-width: 5px 0 5px 5px;
+ border-left-color: #000;
+}
+.tooltip.bottom .tooltip-arrow {
+ top: 0;
+ left: 50%;
+ margin-left: -5px;
+ border-width: 0 5px 5px;
+ border-bottom-color: #000;
+}
+.tooltip.bottom-left .tooltip-arrow {
+ top: 0;
+ right: 5px;
+ margin-top: -5px;
+ border-width: 0 5px 5px;
+ border-bottom-color: #000;
+}
+.tooltip.bottom-right .tooltip-arrow {
+ top: 0;
+ left: 5px;
+ margin-top: -5px;
+ border-width: 0 5px 5px;
+ border-bottom-color: #000;
+}
+.popover {
+ position: absolute;
+ top: 0;
+ left: 0;
+ z-index: 1060;
+ display: none;
+ max-width: 276px;
+ padding: 1px;
+ font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
+ font-style: normal;
+ font-weight: normal;
+ letter-spacing: normal;
+ line-break: auto;
+ line-height: 1.42857143;
+ text-align: left;
+ text-align: start;
+ text-decoration: none;
+ text-shadow: none;
+ text-transform: none;
+ white-space: normal;
+ word-break: normal;
+ word-spacing: normal;
+ word-wrap: normal;
+ font-size: 13px;
+ background-color: #fff;
+ background-clip: padding-box;
+ border: 1px solid #ccc;
+ border: 1px solid rgba(0, 0, 0, 0.2);
+ border-radius: 3px;
+ -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
+ box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
+}
+.popover.top {
+ margin-top: -10px;
+}
+.popover.right {
+ margin-left: 10px;
+}
+.popover.bottom {
+ margin-top: 10px;
+}
+.popover.left {
+ margin-left: -10px;
+}
+.popover-title {
+ margin: 0;
+ padding: 8px 14px;
+ font-size: 13px;
+ background-color: #f7f7f7;
+ border-bottom: 1px solid #ebebeb;
+ border-radius: 2px 2px 0 0;
+}
+.popover-content {
+ padding: 9px 14px;
+}
+.popover > .arrow,
+.popover > .arrow:after {
+ position: absolute;
+ display: block;
+ width: 0;
+ height: 0;
+ border-color: transparent;
+ border-style: solid;
+}
+.popover > .arrow {
+ border-width: 11px;
+}
+.popover > .arrow:after {
+ border-width: 10px;
+ content: "";
+}
+.popover.top > .arrow {
+ left: 50%;
+ margin-left: -11px;
+ border-bottom-width: 0;
+ border-top-color: #999999;
+ border-top-color: rgba(0, 0, 0, 0.25);
+ bottom: -11px;
+}
+.popover.top > .arrow:after {
+ content: " ";
+ bottom: 1px;
+ margin-left: -10px;
+ border-bottom-width: 0;
+ border-top-color: #fff;
+}
+.popover.right > .arrow {
+ top: 50%;
+ left: -11px;
+ margin-top: -11px;
+ border-left-width: 0;
+ border-right-color: #999999;
+ border-right-color: rgba(0, 0, 0, 0.25);
+}
+.popover.right > .arrow:after {
+ content: " ";
+ left: 1px;
+ bottom: -10px;
+ border-left-width: 0;
+ border-right-color: #fff;
+}
+.popover.bottom > .arrow {
+ left: 50%;
+ margin-left: -11px;
+ border-top-width: 0;
+ border-bottom-color: #999999;
+ border-bottom-color: rgba(0, 0, 0, 0.25);
+ top: -11px;
+}
+.popover.bottom > .arrow:after {
+ content: " ";
+ top: 1px;
+ margin-left: -10px;
+ border-top-width: 0;
+ border-bottom-color: #fff;
+}
+.popover.left > .arrow {
+ top: 50%;
+ right: -11px;
+ margin-top: -11px;
+ border-right-width: 0;
+ border-left-color: #999999;
+ border-left-color: rgba(0, 0, 0, 0.25);
+}
+.popover.left > .arrow:after {
+ content: " ";
+ right: 1px;
+ border-right-width: 0;
+ border-left-color: #fff;
+ bottom: -10px;
+}
+.carousel {
+ position: relative;
+}
+.carousel-inner {
+ position: relative;
+ overflow: hidden;
+ width: 100%;
+}
+.carousel-inner > .item {
+ display: none;
+ position: relative;
+ -webkit-transition: 0.6s ease-in-out left;
+ -o-transition: 0.6s ease-in-out left;
+ transition: 0.6s ease-in-out left;
+}
+.carousel-inner > .item > img,
+.carousel-inner > .item > a > img {
+ line-height: 1;
+}
+@media all and (transform-3d), (-webkit-transform-3d) {
+ .carousel-inner > .item {
+ -webkit-transition: -webkit-transform 0.6s ease-in-out;
+ -moz-transition: -moz-transform 0.6s ease-in-out;
+ -o-transition: -o-transform 0.6s ease-in-out;
+ transition: transform 0.6s ease-in-out;
+ -webkit-backface-visibility: hidden;
+ -moz-backface-visibility: hidden;
+ backface-visibility: hidden;
+ -webkit-perspective: 1000px;
+ -moz-perspective: 1000px;
+ perspective: 1000px;
+ }
+ .carousel-inner > .item.next,
+ .carousel-inner > .item.active.right {
+ -webkit-transform: translate3d(100%, 0, 0);
+ transform: translate3d(100%, 0, 0);
+ left: 0;
+ }
+ .carousel-inner > .item.prev,
+ .carousel-inner > .item.active.left {
+ -webkit-transform: translate3d(-100%, 0, 0);
+ transform: translate3d(-100%, 0, 0);
+ left: 0;
+ }
+ .carousel-inner > .item.next.left,
+ .carousel-inner > .item.prev.right,
+ .carousel-inner > .item.active {
+ -webkit-transform: translate3d(0, 0, 0);
+ transform: translate3d(0, 0, 0);
+ left: 0;
+ }
+}
+.carousel-inner > .active,
+.carousel-inner > .next,
+.carousel-inner > .prev {
+ display: block;
+}
+.carousel-inner > .active {
+ left: 0;
+}
+.carousel-inner > .next,
+.carousel-inner > .prev {
+ position: absolute;
+ top: 0;
+ width: 100%;
+}
+.carousel-inner > .next {
+ left: 100%;
+}
+.carousel-inner > .prev {
+ left: -100%;
+}
+.carousel-inner > .next.left,
+.carousel-inner > .prev.right {
+ left: 0;
+}
+.carousel-inner > .active.left {
+ left: -100%;
+}
+.carousel-inner > .active.right {
+ left: 100%;
+}
+.carousel-control {
+ position: absolute;
+ top: 0;
+ left: 0;
+ bottom: 0;
+ width: 15%;
+ opacity: 0.5;
+ filter: alpha(opacity=50);
+ font-size: 20px;
+ color: #fff;
+ text-align: center;
+ text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
+ background-color: rgba(0, 0, 0, 0);
+}
+.carousel-control.left {
+ background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
+ background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
+ background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
+ background-repeat: repeat-x;
+ filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
+}
+.carousel-control.right {
+ left: auto;
+ right: 0;
+ background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
+ background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
+ background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
+ background-repeat: repeat-x;
+ filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
+}
+.carousel-control:hover,
+.carousel-control:focus {
+ outline: 0;
+ color: #fff;
+ text-decoration: none;
+ opacity: 0.9;
+ filter: alpha(opacity=90);
+}
+.carousel-control .icon-prev,
+.carousel-control .icon-next,
+.carousel-control .glyphicon-chevron-left,
+.carousel-control .glyphicon-chevron-right {
+ position: absolute;
+ top: 50%;
+ margin-top: -10px;
+ z-index: 5;
+ display: inline-block;
+}
+.carousel-control .icon-prev,
+.carousel-control .glyphicon-chevron-left {
+ left: 50%;
+ margin-left: -10px;
+}
+.carousel-control .icon-next,
+.carousel-control .glyphicon-chevron-right {
+ right: 50%;
+ margin-right: -10px;
+}
+.carousel-control .icon-prev,
+.carousel-control .icon-next {
+ width: 20px;
+ height: 20px;
+ line-height: 1;
+ font-family: serif;
+}
+.carousel-control .icon-prev:before {
+ content: '\2039';
+}
+.carousel-control .icon-next:before {
+ content: '\203a';
+}
+.carousel-indicators {
+ position: absolute;
+ bottom: 10px;
+ left: 50%;
+ z-index: 15;
+ width: 60%;
+ margin-left: -30%;
+ padding-left: 0;
+ list-style: none;
+ text-align: center;
+}
+.carousel-indicators li {
+ display: inline-block;
+ width: 10px;
+ height: 10px;
+ margin: 1px;
+ text-indent: -999px;
+ border: 1px solid #fff;
+ border-radius: 10px;
+ cursor: pointer;
+ background-color: #000 \9;
+ background-color: rgba(0, 0, 0, 0);
+}
+.carousel-indicators .active {
+ margin: 0;
+ width: 12px;
+ height: 12px;
+ background-color: #fff;
+}
+.carousel-caption {
+ position: absolute;
+ left: 15%;
+ right: 15%;
+ bottom: 20px;
+ z-index: 10;
+ padding-top: 20px;
+ padding-bottom: 20px;
+ color: #fff;
+ text-align: center;
+ text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
+}
+.carousel-caption .btn {
+ text-shadow: none;
+}
+@media screen and (min-width: 768px) {
+ .carousel-control .glyphicon-chevron-left,
+ .carousel-control .glyphicon-chevron-right,
+ .carousel-control .icon-prev,
+ .carousel-control .icon-next {
+ width: 30px;
+ height: 30px;
+ margin-top: -10px;
+ font-size: 30px;
+ }
+ .carousel-control .glyphicon-chevron-left,
+ .carousel-control .icon-prev {
+ margin-left: -10px;
+ }
+ .carousel-control .glyphicon-chevron-right,
+ .carousel-control .icon-next {
+ margin-right: -10px;
+ }
+ .carousel-caption {
+ left: 20%;
+ right: 20%;
+ padding-bottom: 30px;
+ }
+ .carousel-indicators {
+ bottom: 20px;
+ }
+}
+.clearfix:before,
+.clearfix:after,
+.dl-horizontal dd:before,
+.dl-horizontal dd:after,
+.container:before,
+.container:after,
+.container-fluid:before,
+.container-fluid:after,
+.row:before,
+.row:after,
+.form-horizontal .form-group:before,
+.form-horizontal .form-group:after,
+.btn-toolbar:before,
+.btn-toolbar:after,
+.btn-group-vertical > .btn-group:before,
+.btn-group-vertical > .btn-group:after,
+.nav:before,
+.nav:after,
+.navbar:before,
+.navbar:after,
+.navbar-header:before,
+.navbar-header:after,
+.navbar-collapse:before,
+.navbar-collapse:after,
+.pager:before,
+.pager:after,
+.panel-body:before,
+.panel-body:after,
+.modal-header:before,
+.modal-header:after,
+.modal-footer:before,
+.modal-footer:after,
+.item_buttons:before,
+.item_buttons:after {
+ content: " ";
+ display: table;
+}
+.clearfix:after,
+.dl-horizontal dd:after,
+.container:after,
+.container-fluid:after,
+.row:after,
+.form-horizontal .form-group:after,
+.btn-toolbar:after,
+.btn-group-vertical > .btn-group:after,
+.nav:after,
+.navbar:after,
+.navbar-header:after,
+.navbar-collapse:after,
+.pager:after,
+.panel-body:after,
+.modal-header:after,
+.modal-footer:after,
+.item_buttons:after {
+ clear: both;
+}
+.center-block {
+ display: block;
+ margin-left: auto;
+ margin-right: auto;
+}
+.pull-right {
+ float: right !important;
+}
+.pull-left {
+ float: left !important;
+}
+.hide {
+ display: none !important;
+}
+.show {
+ display: block !important;
+}
+.invisible {
+ visibility: hidden;
+}
+.text-hide {
+ font: 0/0 a;
+ color: transparent;
+ text-shadow: none;
+ background-color: transparent;
+ border: 0;
+}
+.hidden {
+ display: none !important;
+}
+.affix {
+ position: fixed;
+}
+@-ms-viewport {
+ width: device-width;
+}
+.visible-xs,
+.visible-sm,
+.visible-md,
+.visible-lg {
+ display: none !important;
+}
+.visible-xs-block,
+.visible-xs-inline,
+.visible-xs-inline-block,
+.visible-sm-block,
+.visible-sm-inline,
+.visible-sm-inline-block,
+.visible-md-block,
+.visible-md-inline,
+.visible-md-inline-block,
+.visible-lg-block,
+.visible-lg-inline,
+.visible-lg-inline-block {
+ display: none !important;
+}
+@media (max-width: 767px) {
+ .visible-xs {
+ display: block !important;
+ }
+ table.visible-xs {
+ display: table !important;
+ }
+ tr.visible-xs {
+ display: table-row !important;
+ }
+ th.visible-xs,
+ td.visible-xs {
+ display: table-cell !important;
+ }
+}
+@media (max-width: 767px) {
+ .visible-xs-block {
+ display: block !important;
+ }
+}
+@media (max-width: 767px) {
+ .visible-xs-inline {
+ display: inline !important;
+ }
+}
+@media (max-width: 767px) {
+ .visible-xs-inline-block {
+ display: inline-block !important;
+ }
+}
+@media (min-width: 768px) and (max-width: 991px) {
+ .visible-sm {
+ display: block !important;
+ }
+ table.visible-sm {
+ display: table !important;
+ }
+ tr.visible-sm {
+ display: table-row !important;
+ }
+ th.visible-sm,
+ td.visible-sm {
+ display: table-cell !important;
+ }
+}
+@media (min-width: 768px) and (max-width: 991px) {
+ .visible-sm-block {
+ display: block !important;
+ }
+}
+@media (min-width: 768px) and (max-width: 991px) {
+ .visible-sm-inline {
+ display: inline !important;
+ }
+}
+@media (min-width: 768px) and (max-width: 991px) {
+ .visible-sm-inline-block {
+ display: inline-block !important;
+ }
+}
+@media (min-width: 992px) and (max-width: 1199px) {
+ .visible-md {
+ display: block !important;
+ }
+ table.visible-md {
+ display: table !important;
+ }
+ tr.visible-md {
+ display: table-row !important;
+ }
+ th.visible-md,
+ td.visible-md {
+ display: table-cell !important;
+ }
+}
+@media (min-width: 992px) and (max-width: 1199px) {
+ .visible-md-block {
+ display: block !important;
+ }
+}
+@media (min-width: 992px) and (max-width: 1199px) {
+ .visible-md-inline {
+ display: inline !important;
+ }
+}
+@media (min-width: 992px) and (max-width: 1199px) {
+ .visible-md-inline-block {
+ display: inline-block !important;
+ }
+}
+@media (min-width: 1200px) {
+ .visible-lg {
+ display: block !important;
+ }
+ table.visible-lg {
+ display: table !important;
+ }
+ tr.visible-lg {
+ display: table-row !important;
+ }
+ th.visible-lg,
+ td.visible-lg {
+ display: table-cell !important;
+ }
+}
+@media (min-width: 1200px) {
+ .visible-lg-block {
+ display: block !important;
+ }
+}
+@media (min-width: 1200px) {
+ .visible-lg-inline {
+ display: inline !important;
+ }
+}
+@media (min-width: 1200px) {
+ .visible-lg-inline-block {
+ display: inline-block !important;
+ }
+}
+@media (max-width: 767px) {
+ .hidden-xs {
+ display: none !important;
+ }
+}
+@media (min-width: 768px) and (max-width: 991px) {
+ .hidden-sm {
+ display: none !important;
+ }
+}
+@media (min-width: 992px) and (max-width: 1199px) {
+ .hidden-md {
+ display: none !important;
+ }
+}
+@media (min-width: 1200px) {
+ .hidden-lg {
+ display: none !important;
+ }
+}
+.visible-print {
+ display: none !important;
+}
+@media print {
+ .visible-print {
+ display: block !important;
+ }
+ table.visible-print {
+ display: table !important;
+ }
+ tr.visible-print {
+ display: table-row !important;
+ }
+ th.visible-print,
+ td.visible-print {
+ display: table-cell !important;
+ }
+}
+.visible-print-block {
+ display: none !important;
+}
+@media print {
+ .visible-print-block {
+ display: block !important;
+ }
+}
+.visible-print-inline {
+ display: none !important;
+}
+@media print {
+ .visible-print-inline {
+ display: inline !important;
+ }
+}
+.visible-print-inline-block {
+ display: none !important;
+}
+@media print {
+ .visible-print-inline-block {
+ display: inline-block !important;
+ }
+}
+@media print {
+ .hidden-print {
+ display: none !important;
+ }
+}
+/*!
+*
+* Font Awesome
+*
+*/
+/*!
+ * Font Awesome 4.7.0 by @davegandy - http://fontawesome.io - @fontawesome
+ * License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
+ */
+/* FONT PATH
+ * -------------------------- */
+@font-face {
+ font-family: 'FontAwesome';
+ src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.7.0');
+ src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.7.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff2?v=4.7.0') format('woff2'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.7.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.7.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.7.0#fontawesomeregular') format('svg');
+ font-weight: normal;
+ font-style: normal;
+}
+.fa {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+}
+/* makes the font 33% larger relative to the icon container */
+.fa-lg {
+ font-size: 1.33333333em;
+ line-height: 0.75em;
+ vertical-align: -15%;
+}
+.fa-2x {
+ font-size: 2em;
+}
+.fa-3x {
+ font-size: 3em;
+}
+.fa-4x {
+ font-size: 4em;
+}
+.fa-5x {
+ font-size: 5em;
+}
+.fa-fw {
+ width: 1.28571429em;
+ text-align: center;
+}
+.fa-ul {
+ padding-left: 0;
+ margin-left: 2.14285714em;
+ list-style-type: none;
+}
+.fa-ul > li {
+ position: relative;
+}
+.fa-li {
+ position: absolute;
+ left: -2.14285714em;
+ width: 2.14285714em;
+ top: 0.14285714em;
+ text-align: center;
+}
+.fa-li.fa-lg {
+ left: -1.85714286em;
+}
+.fa-border {
+ padding: .2em .25em .15em;
+ border: solid 0.08em #eee;
+ border-radius: .1em;
+}
+.fa-pull-left {
+ float: left;
+}
+.fa-pull-right {
+ float: right;
+}
+.fa.fa-pull-left {
+ margin-right: .3em;
+}
+.fa.fa-pull-right {
+ margin-left: .3em;
+}
+/* Deprecated as of 4.4.0 */
+.pull-right {
+ float: right;
+}
+.pull-left {
+ float: left;
+}
+.fa.pull-left {
+ margin-right: .3em;
+}
+.fa.pull-right {
+ margin-left: .3em;
+}
+.fa-spin {
+ -webkit-animation: fa-spin 2s infinite linear;
+ animation: fa-spin 2s infinite linear;
+}
+.fa-pulse {
+ -webkit-animation: fa-spin 1s infinite steps(8);
+ animation: fa-spin 1s infinite steps(8);
+}
+@-webkit-keyframes fa-spin {
+ 0% {
+ -webkit-transform: rotate(0deg);
+ transform: rotate(0deg);
+ }
+ 100% {
+ -webkit-transform: rotate(359deg);
+ transform: rotate(359deg);
+ }
+}
+@keyframes fa-spin {
+ 0% {
+ -webkit-transform: rotate(0deg);
+ transform: rotate(0deg);
+ }
+ 100% {
+ -webkit-transform: rotate(359deg);
+ transform: rotate(359deg);
+ }
+}
+.fa-rotate-90 {
+ -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";
+ -webkit-transform: rotate(90deg);
+ -ms-transform: rotate(90deg);
+ transform: rotate(90deg);
+}
+.fa-rotate-180 {
+ -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";
+ -webkit-transform: rotate(180deg);
+ -ms-transform: rotate(180deg);
+ transform: rotate(180deg);
+}
+.fa-rotate-270 {
+ -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";
+ -webkit-transform: rotate(270deg);
+ -ms-transform: rotate(270deg);
+ transform: rotate(270deg);
+}
+.fa-flip-horizontal {
+ -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";
+ -webkit-transform: scale(-1, 1);
+ -ms-transform: scale(-1, 1);
+ transform: scale(-1, 1);
+}
+.fa-flip-vertical {
+ -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)";
+ -webkit-transform: scale(1, -1);
+ -ms-transform: scale(1, -1);
+ transform: scale(1, -1);
+}
+:root .fa-rotate-90,
+:root .fa-rotate-180,
+:root .fa-rotate-270,
+:root .fa-flip-horizontal,
+:root .fa-flip-vertical {
+ filter: none;
+}
+.fa-stack {
+ position: relative;
+ display: inline-block;
+ width: 2em;
+ height: 2em;
+ line-height: 2em;
+ vertical-align: middle;
+}
+.fa-stack-1x,
+.fa-stack-2x {
+ position: absolute;
+ left: 0;
+ width: 100%;
+ text-align: center;
+}
+.fa-stack-1x {
+ line-height: inherit;
+}
+.fa-stack-2x {
+ font-size: 2em;
+}
+.fa-inverse {
+ color: #fff;
+}
+/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
+ readers do not read off random characters that represent icons */
+.fa-glass:before {
+ content: "\f000";
+}
+.fa-music:before {
+ content: "\f001";
+}
+.fa-search:before {
+ content: "\f002";
+}
+.fa-envelope-o:before {
+ content: "\f003";
+}
+.fa-heart:before {
+ content: "\f004";
+}
+.fa-star:before {
+ content: "\f005";
+}
+.fa-star-o:before {
+ content: "\f006";
+}
+.fa-user:before {
+ content: "\f007";
+}
+.fa-film:before {
+ content: "\f008";
+}
+.fa-th-large:before {
+ content: "\f009";
+}
+.fa-th:before {
+ content: "\f00a";
+}
+.fa-th-list:before {
+ content: "\f00b";
+}
+.fa-check:before {
+ content: "\f00c";
+}
+.fa-remove:before,
+.fa-close:before,
+.fa-times:before {
+ content: "\f00d";
+}
+.fa-search-plus:before {
+ content: "\f00e";
+}
+.fa-search-minus:before {
+ content: "\f010";
+}
+.fa-power-off:before {
+ content: "\f011";
+}
+.fa-signal:before {
+ content: "\f012";
+}
+.fa-gear:before,
+.fa-cog:before {
+ content: "\f013";
+}
+.fa-trash-o:before {
+ content: "\f014";
+}
+.fa-home:before {
+ content: "\f015";
+}
+.fa-file-o:before {
+ content: "\f016";
+}
+.fa-clock-o:before {
+ content: "\f017";
+}
+.fa-road:before {
+ content: "\f018";
+}
+.fa-download:before {
+ content: "\f019";
+}
+.fa-arrow-circle-o-down:before {
+ content: "\f01a";
+}
+.fa-arrow-circle-o-up:before {
+ content: "\f01b";
+}
+.fa-inbox:before {
+ content: "\f01c";
+}
+.fa-play-circle-o:before {
+ content: "\f01d";
+}
+.fa-rotate-right:before,
+.fa-repeat:before {
+ content: "\f01e";
+}
+.fa-refresh:before {
+ content: "\f021";
+}
+.fa-list-alt:before {
+ content: "\f022";
+}
+.fa-lock:before {
+ content: "\f023";
+}
+.fa-flag:before {
+ content: "\f024";
+}
+.fa-headphones:before {
+ content: "\f025";
+}
+.fa-volume-off:before {
+ content: "\f026";
+}
+.fa-volume-down:before {
+ content: "\f027";
+}
+.fa-volume-up:before {
+ content: "\f028";
+}
+.fa-qrcode:before {
+ content: "\f029";
+}
+.fa-barcode:before {
+ content: "\f02a";
+}
+.fa-tag:before {
+ content: "\f02b";
+}
+.fa-tags:before {
+ content: "\f02c";
+}
+.fa-book:before {
+ content: "\f02d";
+}
+.fa-bookmark:before {
+ content: "\f02e";
+}
+.fa-print:before {
+ content: "\f02f";
+}
+.fa-camera:before {
+ content: "\f030";
+}
+.fa-font:before {
+ content: "\f031";
+}
+.fa-bold:before {
+ content: "\f032";
+}
+.fa-italic:before {
+ content: "\f033";
+}
+.fa-text-height:before {
+ content: "\f034";
+}
+.fa-text-width:before {
+ content: "\f035";
+}
+.fa-align-left:before {
+ content: "\f036";
+}
+.fa-align-center:before {
+ content: "\f037";
+}
+.fa-align-right:before {
+ content: "\f038";
+}
+.fa-align-justify:before {
+ content: "\f039";
+}
+.fa-list:before {
+ content: "\f03a";
+}
+.fa-dedent:before,
+.fa-outdent:before {
+ content: "\f03b";
+}
+.fa-indent:before {
+ content: "\f03c";
+}
+.fa-video-camera:before {
+ content: "\f03d";
+}
+.fa-photo:before,
+.fa-image:before,
+.fa-picture-o:before {
+ content: "\f03e";
+}
+.fa-pencil:before {
+ content: "\f040";
+}
+.fa-map-marker:before {
+ content: "\f041";
+}
+.fa-adjust:before {
+ content: "\f042";
+}
+.fa-tint:before {
+ content: "\f043";
+}
+.fa-edit:before,
+.fa-pencil-square-o:before {
+ content: "\f044";
+}
+.fa-share-square-o:before {
+ content: "\f045";
+}
+.fa-check-square-o:before {
+ content: "\f046";
+}
+.fa-arrows:before {
+ content: "\f047";
+}
+.fa-step-backward:before {
+ content: "\f048";
+}
+.fa-fast-backward:before {
+ content: "\f049";
+}
+.fa-backward:before {
+ content: "\f04a";
+}
+.fa-play:before {
+ content: "\f04b";
+}
+.fa-pause:before {
+ content: "\f04c";
+}
+.fa-stop:before {
+ content: "\f04d";
+}
+.fa-forward:before {
+ content: "\f04e";
+}
+.fa-fast-forward:before {
+ content: "\f050";
+}
+.fa-step-forward:before {
+ content: "\f051";
+}
+.fa-eject:before {
+ content: "\f052";
+}
+.fa-chevron-left:before {
+ content: "\f053";
+}
+.fa-chevron-right:before {
+ content: "\f054";
+}
+.fa-plus-circle:before {
+ content: "\f055";
+}
+.fa-minus-circle:before {
+ content: "\f056";
+}
+.fa-times-circle:before {
+ content: "\f057";
+}
+.fa-check-circle:before {
+ content: "\f058";
+}
+.fa-question-circle:before {
+ content: "\f059";
+}
+.fa-info-circle:before {
+ content: "\f05a";
+}
+.fa-crosshairs:before {
+ content: "\f05b";
+}
+.fa-times-circle-o:before {
+ content: "\f05c";
+}
+.fa-check-circle-o:before {
+ content: "\f05d";
+}
+.fa-ban:before {
+ content: "\f05e";
+}
+.fa-arrow-left:before {
+ content: "\f060";
+}
+.fa-arrow-right:before {
+ content: "\f061";
+}
+.fa-arrow-up:before {
+ content: "\f062";
+}
+.fa-arrow-down:before {
+ content: "\f063";
+}
+.fa-mail-forward:before,
+.fa-share:before {
+ content: "\f064";
+}
+.fa-expand:before {
+ content: "\f065";
+}
+.fa-compress:before {
+ content: "\f066";
+}
+.fa-plus:before {
+ content: "\f067";
+}
+.fa-minus:before {
+ content: "\f068";
+}
+.fa-asterisk:before {
+ content: "\f069";
+}
+.fa-exclamation-circle:before {
+ content: "\f06a";
+}
+.fa-gift:before {
+ content: "\f06b";
+}
+.fa-leaf:before {
+ content: "\f06c";
+}
+.fa-fire:before {
+ content: "\f06d";
+}
+.fa-eye:before {
+ content: "\f06e";
+}
+.fa-eye-slash:before {
+ content: "\f070";
+}
+.fa-warning:before,
+.fa-exclamation-triangle:before {
+ content: "\f071";
+}
+.fa-plane:before {
+ content: "\f072";
+}
+.fa-calendar:before {
+ content: "\f073";
+}
+.fa-random:before {
+ content: "\f074";
+}
+.fa-comment:before {
+ content: "\f075";
+}
+.fa-magnet:before {
+ content: "\f076";
+}
+.fa-chevron-up:before {
+ content: "\f077";
+}
+.fa-chevron-down:before {
+ content: "\f078";
+}
+.fa-retweet:before {
+ content: "\f079";
+}
+.fa-shopping-cart:before {
+ content: "\f07a";
+}
+.fa-folder:before {
+ content: "\f07b";
+}
+.fa-folder-open:before {
+ content: "\f07c";
+}
+.fa-arrows-v:before {
+ content: "\f07d";
+}
+.fa-arrows-h:before {
+ content: "\f07e";
+}
+.fa-bar-chart-o:before,
+.fa-bar-chart:before {
+ content: "\f080";
+}
+.fa-twitter-square:before {
+ content: "\f081";
+}
+.fa-facebook-square:before {
+ content: "\f082";
+}
+.fa-camera-retro:before {
+ content: "\f083";
+}
+.fa-key:before {
+ content: "\f084";
+}
+.fa-gears:before,
+.fa-cogs:before {
+ content: "\f085";
+}
+.fa-comments:before {
+ content: "\f086";
+}
+.fa-thumbs-o-up:before {
+ content: "\f087";
+}
+.fa-thumbs-o-down:before {
+ content: "\f088";
+}
+.fa-star-half:before {
+ content: "\f089";
+}
+.fa-heart-o:before {
+ content: "\f08a";
+}
+.fa-sign-out:before {
+ content: "\f08b";
+}
+.fa-linkedin-square:before {
+ content: "\f08c";
+}
+.fa-thumb-tack:before {
+ content: "\f08d";
+}
+.fa-external-link:before {
+ content: "\f08e";
+}
+.fa-sign-in:before {
+ content: "\f090";
+}
+.fa-trophy:before {
+ content: "\f091";
+}
+.fa-github-square:before {
+ content: "\f092";
+}
+.fa-upload:before {
+ content: "\f093";
+}
+.fa-lemon-o:before {
+ content: "\f094";
+}
+.fa-phone:before {
+ content: "\f095";
+}
+.fa-square-o:before {
+ content: "\f096";
+}
+.fa-bookmark-o:before {
+ content: "\f097";
+}
+.fa-phone-square:before {
+ content: "\f098";
+}
+.fa-twitter:before {
+ content: "\f099";
+}
+.fa-facebook-f:before,
+.fa-facebook:before {
+ content: "\f09a";
+}
+.fa-github:before {
+ content: "\f09b";
+}
+.fa-unlock:before {
+ content: "\f09c";
+}
+.fa-credit-card:before {
+ content: "\f09d";
+}
+.fa-feed:before,
+.fa-rss:before {
+ content: "\f09e";
+}
+.fa-hdd-o:before {
+ content: "\f0a0";
+}
+.fa-bullhorn:before {
+ content: "\f0a1";
+}
+.fa-bell:before {
+ content: "\f0f3";
+}
+.fa-certificate:before {
+ content: "\f0a3";
+}
+.fa-hand-o-right:before {
+ content: "\f0a4";
+}
+.fa-hand-o-left:before {
+ content: "\f0a5";
+}
+.fa-hand-o-up:before {
+ content: "\f0a6";
+}
+.fa-hand-o-down:before {
+ content: "\f0a7";
+}
+.fa-arrow-circle-left:before {
+ content: "\f0a8";
+}
+.fa-arrow-circle-right:before {
+ content: "\f0a9";
+}
+.fa-arrow-circle-up:before {
+ content: "\f0aa";
+}
+.fa-arrow-circle-down:before {
+ content: "\f0ab";
+}
+.fa-globe:before {
+ content: "\f0ac";
+}
+.fa-wrench:before {
+ content: "\f0ad";
+}
+.fa-tasks:before {
+ content: "\f0ae";
+}
+.fa-filter:before {
+ content: "\f0b0";
+}
+.fa-briefcase:before {
+ content: "\f0b1";
+}
+.fa-arrows-alt:before {
+ content: "\f0b2";
+}
+.fa-group:before,
+.fa-users:before {
+ content: "\f0c0";
+}
+.fa-chain:before,
+.fa-link:before {
+ content: "\f0c1";
+}
+.fa-cloud:before {
+ content: "\f0c2";
+}
+.fa-flask:before {
+ content: "\f0c3";
+}
+.fa-cut:before,
+.fa-scissors:before {
+ content: "\f0c4";
+}
+.fa-copy:before,
+.fa-files-o:before {
+ content: "\f0c5";
+}
+.fa-paperclip:before {
+ content: "\f0c6";
+}
+.fa-save:before,
+.fa-floppy-o:before {
+ content: "\f0c7";
+}
+.fa-square:before {
+ content: "\f0c8";
+}
+.fa-navicon:before,
+.fa-reorder:before,
+.fa-bars:before {
+ content: "\f0c9";
+}
+.fa-list-ul:before {
+ content: "\f0ca";
+}
+.fa-list-ol:before {
+ content: "\f0cb";
+}
+.fa-strikethrough:before {
+ content: "\f0cc";
+}
+.fa-underline:before {
+ content: "\f0cd";
+}
+.fa-table:before {
+ content: "\f0ce";
+}
+.fa-magic:before {
+ content: "\f0d0";
+}
+.fa-truck:before {
+ content: "\f0d1";
+}
+.fa-pinterest:before {
+ content: "\f0d2";
+}
+.fa-pinterest-square:before {
+ content: "\f0d3";
+}
+.fa-google-plus-square:before {
+ content: "\f0d4";
+}
+.fa-google-plus:before {
+ content: "\f0d5";
+}
+.fa-money:before {
+ content: "\f0d6";
+}
+.fa-caret-down:before {
+ content: "\f0d7";
+}
+.fa-caret-up:before {
+ content: "\f0d8";
+}
+.fa-caret-left:before {
+ content: "\f0d9";
+}
+.fa-caret-right:before {
+ content: "\f0da";
+}
+.fa-columns:before {
+ content: "\f0db";
+}
+.fa-unsorted:before,
+.fa-sort:before {
+ content: "\f0dc";
+}
+.fa-sort-down:before,
+.fa-sort-desc:before {
+ content: "\f0dd";
+}
+.fa-sort-up:before,
+.fa-sort-asc:before {
+ content: "\f0de";
+}
+.fa-envelope:before {
+ content: "\f0e0";
+}
+.fa-linkedin:before {
+ content: "\f0e1";
+}
+.fa-rotate-left:before,
+.fa-undo:before {
+ content: "\f0e2";
+}
+.fa-legal:before,
+.fa-gavel:before {
+ content: "\f0e3";
+}
+.fa-dashboard:before,
+.fa-tachometer:before {
+ content: "\f0e4";
+}
+.fa-comment-o:before {
+ content: "\f0e5";
+}
+.fa-comments-o:before {
+ content: "\f0e6";
+}
+.fa-flash:before,
+.fa-bolt:before {
+ content: "\f0e7";
+}
+.fa-sitemap:before {
+ content: "\f0e8";
+}
+.fa-umbrella:before {
+ content: "\f0e9";
+}
+.fa-paste:before,
+.fa-clipboard:before {
+ content: "\f0ea";
+}
+.fa-lightbulb-o:before {
+ content: "\f0eb";
+}
+.fa-exchange:before {
+ content: "\f0ec";
+}
+.fa-cloud-download:before {
+ content: "\f0ed";
+}
+.fa-cloud-upload:before {
+ content: "\f0ee";
+}
+.fa-user-md:before {
+ content: "\f0f0";
+}
+.fa-stethoscope:before {
+ content: "\f0f1";
+}
+.fa-suitcase:before {
+ content: "\f0f2";
+}
+.fa-bell-o:before {
+ content: "\f0a2";
+}
+.fa-coffee:before {
+ content: "\f0f4";
+}
+.fa-cutlery:before {
+ content: "\f0f5";
+}
+.fa-file-text-o:before {
+ content: "\f0f6";
+}
+.fa-building-o:before {
+ content: "\f0f7";
+}
+.fa-hospital-o:before {
+ content: "\f0f8";
+}
+.fa-ambulance:before {
+ content: "\f0f9";
+}
+.fa-medkit:before {
+ content: "\f0fa";
+}
+.fa-fighter-jet:before {
+ content: "\f0fb";
+}
+.fa-beer:before {
+ content: "\f0fc";
+}
+.fa-h-square:before {
+ content: "\f0fd";
+}
+.fa-plus-square:before {
+ content: "\f0fe";
+}
+.fa-angle-double-left:before {
+ content: "\f100";
+}
+.fa-angle-double-right:before {
+ content: "\f101";
+}
+.fa-angle-double-up:before {
+ content: "\f102";
+}
+.fa-angle-double-down:before {
+ content: "\f103";
+}
+.fa-angle-left:before {
+ content: "\f104";
+}
+.fa-angle-right:before {
+ content: "\f105";
+}
+.fa-angle-up:before {
+ content: "\f106";
+}
+.fa-angle-down:before {
+ content: "\f107";
+}
+.fa-desktop:before {
+ content: "\f108";
+}
+.fa-laptop:before {
+ content: "\f109";
+}
+.fa-tablet:before {
+ content: "\f10a";
+}
+.fa-mobile-phone:before,
+.fa-mobile:before {
+ content: "\f10b";
+}
+.fa-circle-o:before {
+ content: "\f10c";
+}
+.fa-quote-left:before {
+ content: "\f10d";
+}
+.fa-quote-right:before {
+ content: "\f10e";
+}
+.fa-spinner:before {
+ content: "\f110";
+}
+.fa-circle:before {
+ content: "\f111";
+}
+.fa-mail-reply:before,
+.fa-reply:before {
+ content: "\f112";
+}
+.fa-github-alt:before {
+ content: "\f113";
+}
+.fa-folder-o:before {
+ content: "\f114";
+}
+.fa-folder-open-o:before {
+ content: "\f115";
+}
+.fa-smile-o:before {
+ content: "\f118";
+}
+.fa-frown-o:before {
+ content: "\f119";
+}
+.fa-meh-o:before {
+ content: "\f11a";
+}
+.fa-gamepad:before {
+ content: "\f11b";
+}
+.fa-keyboard-o:before {
+ content: "\f11c";
+}
+.fa-flag-o:before {
+ content: "\f11d";
+}
+.fa-flag-checkered:before {
+ content: "\f11e";
+}
+.fa-terminal:before {
+ content: "\f120";
+}
+.fa-code:before {
+ content: "\f121";
+}
+.fa-mail-reply-all:before,
+.fa-reply-all:before {
+ content: "\f122";
+}
+.fa-star-half-empty:before,
+.fa-star-half-full:before,
+.fa-star-half-o:before {
+ content: "\f123";
+}
+.fa-location-arrow:before {
+ content: "\f124";
+}
+.fa-crop:before {
+ content: "\f125";
+}
+.fa-code-fork:before {
+ content: "\f126";
+}
+.fa-unlink:before,
+.fa-chain-broken:before {
+ content: "\f127";
+}
+.fa-question:before {
+ content: "\f128";
+}
+.fa-info:before {
+ content: "\f129";
+}
+.fa-exclamation:before {
+ content: "\f12a";
+}
+.fa-superscript:before {
+ content: "\f12b";
+}
+.fa-subscript:before {
+ content: "\f12c";
+}
+.fa-eraser:before {
+ content: "\f12d";
+}
+.fa-puzzle-piece:before {
+ content: "\f12e";
+}
+.fa-microphone:before {
+ content: "\f130";
+}
+.fa-microphone-slash:before {
+ content: "\f131";
+}
+.fa-shield:before {
+ content: "\f132";
+}
+.fa-calendar-o:before {
+ content: "\f133";
+}
+.fa-fire-extinguisher:before {
+ content: "\f134";
+}
+.fa-rocket:before {
+ content: "\f135";
+}
+.fa-maxcdn:before {
+ content: "\f136";
+}
+.fa-chevron-circle-left:before {
+ content: "\f137";
+}
+.fa-chevron-circle-right:before {
+ content: "\f138";
+}
+.fa-chevron-circle-up:before {
+ content: "\f139";
+}
+.fa-chevron-circle-down:before {
+ content: "\f13a";
+}
+.fa-html5:before {
+ content: "\f13b";
+}
+.fa-css3:before {
+ content: "\f13c";
+}
+.fa-anchor:before {
+ content: "\f13d";
+}
+.fa-unlock-alt:before {
+ content: "\f13e";
+}
+.fa-bullseye:before {
+ content: "\f140";
+}
+.fa-ellipsis-h:before {
+ content: "\f141";
+}
+.fa-ellipsis-v:before {
+ content: "\f142";
+}
+.fa-rss-square:before {
+ content: "\f143";
+}
+.fa-play-circle:before {
+ content: "\f144";
+}
+.fa-ticket:before {
+ content: "\f145";
+}
+.fa-minus-square:before {
+ content: "\f146";
+}
+.fa-minus-square-o:before {
+ content: "\f147";
+}
+.fa-level-up:before {
+ content: "\f148";
+}
+.fa-level-down:before {
+ content: "\f149";
+}
+.fa-check-square:before {
+ content: "\f14a";
+}
+.fa-pencil-square:before {
+ content: "\f14b";
+}
+.fa-external-link-square:before {
+ content: "\f14c";
+}
+.fa-share-square:before {
+ content: "\f14d";
+}
+.fa-compass:before {
+ content: "\f14e";
+}
+.fa-toggle-down:before,
+.fa-caret-square-o-down:before {
+ content: "\f150";
+}
+.fa-toggle-up:before,
+.fa-caret-square-o-up:before {
+ content: "\f151";
+}
+.fa-toggle-right:before,
+.fa-caret-square-o-right:before {
+ content: "\f152";
+}
+.fa-euro:before,
+.fa-eur:before {
+ content: "\f153";
+}
+.fa-gbp:before {
+ content: "\f154";
+}
+.fa-dollar:before,
+.fa-usd:before {
+ content: "\f155";
+}
+.fa-rupee:before,
+.fa-inr:before {
+ content: "\f156";
+}
+.fa-cny:before,
+.fa-rmb:before,
+.fa-yen:before,
+.fa-jpy:before {
+ content: "\f157";
+}
+.fa-ruble:before,
+.fa-rouble:before,
+.fa-rub:before {
+ content: "\f158";
+}
+.fa-won:before,
+.fa-krw:before {
+ content: "\f159";
+}
+.fa-bitcoin:before,
+.fa-btc:before {
+ content: "\f15a";
+}
+.fa-file:before {
+ content: "\f15b";
+}
+.fa-file-text:before {
+ content: "\f15c";
+}
+.fa-sort-alpha-asc:before {
+ content: "\f15d";
+}
+.fa-sort-alpha-desc:before {
+ content: "\f15e";
+}
+.fa-sort-amount-asc:before {
+ content: "\f160";
+}
+.fa-sort-amount-desc:before {
+ content: "\f161";
+}
+.fa-sort-numeric-asc:before {
+ content: "\f162";
+}
+.fa-sort-numeric-desc:before {
+ content: "\f163";
+}
+.fa-thumbs-up:before {
+ content: "\f164";
+}
+.fa-thumbs-down:before {
+ content: "\f165";
+}
+.fa-youtube-square:before {
+ content: "\f166";
+}
+.fa-youtube:before {
+ content: "\f167";
+}
+.fa-xing:before {
+ content: "\f168";
+}
+.fa-xing-square:before {
+ content: "\f169";
+}
+.fa-youtube-play:before {
+ content: "\f16a";
+}
+.fa-dropbox:before {
+ content: "\f16b";
+}
+.fa-stack-overflow:before {
+ content: "\f16c";
+}
+.fa-instagram:before {
+ content: "\f16d";
+}
+.fa-flickr:before {
+ content: "\f16e";
+}
+.fa-adn:before {
+ content: "\f170";
+}
+.fa-bitbucket:before {
+ content: "\f171";
+}
+.fa-bitbucket-square:before {
+ content: "\f172";
+}
+.fa-tumblr:before {
+ content: "\f173";
+}
+.fa-tumblr-square:before {
+ content: "\f174";
+}
+.fa-long-arrow-down:before {
+ content: "\f175";
+}
+.fa-long-arrow-up:before {
+ content: "\f176";
+}
+.fa-long-arrow-left:before {
+ content: "\f177";
+}
+.fa-long-arrow-right:before {
+ content: "\f178";
+}
+.fa-apple:before {
+ content: "\f179";
+}
+.fa-windows:before {
+ content: "\f17a";
+}
+.fa-android:before {
+ content: "\f17b";
+}
+.fa-linux:before {
+ content: "\f17c";
+}
+.fa-dribbble:before {
+ content: "\f17d";
+}
+.fa-skype:before {
+ content: "\f17e";
+}
+.fa-foursquare:before {
+ content: "\f180";
+}
+.fa-trello:before {
+ content: "\f181";
+}
+.fa-female:before {
+ content: "\f182";
+}
+.fa-male:before {
+ content: "\f183";
+}
+.fa-gittip:before,
+.fa-gratipay:before {
+ content: "\f184";
+}
+.fa-sun-o:before {
+ content: "\f185";
+}
+.fa-moon-o:before {
+ content: "\f186";
+}
+.fa-archive:before {
+ content: "\f187";
+}
+.fa-bug:before {
+ content: "\f188";
+}
+.fa-vk:before {
+ content: "\f189";
+}
+.fa-weibo:before {
+ content: "\f18a";
+}
+.fa-renren:before {
+ content: "\f18b";
+}
+.fa-pagelines:before {
+ content: "\f18c";
+}
+.fa-stack-exchange:before {
+ content: "\f18d";
+}
+.fa-arrow-circle-o-right:before {
+ content: "\f18e";
+}
+.fa-arrow-circle-o-left:before {
+ content: "\f190";
+}
+.fa-toggle-left:before,
+.fa-caret-square-o-left:before {
+ content: "\f191";
+}
+.fa-dot-circle-o:before {
+ content: "\f192";
+}
+.fa-wheelchair:before {
+ content: "\f193";
+}
+.fa-vimeo-square:before {
+ content: "\f194";
+}
+.fa-turkish-lira:before,
+.fa-try:before {
+ content: "\f195";
+}
+.fa-plus-square-o:before {
+ content: "\f196";
+}
+.fa-space-shuttle:before {
+ content: "\f197";
+}
+.fa-slack:before {
+ content: "\f198";
+}
+.fa-envelope-square:before {
+ content: "\f199";
+}
+.fa-wordpress:before {
+ content: "\f19a";
+}
+.fa-openid:before {
+ content: "\f19b";
+}
+.fa-institution:before,
+.fa-bank:before,
+.fa-university:before {
+ content: "\f19c";
+}
+.fa-mortar-board:before,
+.fa-graduation-cap:before {
+ content: "\f19d";
+}
+.fa-yahoo:before {
+ content: "\f19e";
+}
+.fa-google:before {
+ content: "\f1a0";
+}
+.fa-reddit:before {
+ content: "\f1a1";
+}
+.fa-reddit-square:before {
+ content: "\f1a2";
+}
+.fa-stumbleupon-circle:before {
+ content: "\f1a3";
+}
+.fa-stumbleupon:before {
+ content: "\f1a4";
+}
+.fa-delicious:before {
+ content: "\f1a5";
+}
+.fa-digg:before {
+ content: "\f1a6";
+}
+.fa-pied-piper-pp:before {
+ content: "\f1a7";
+}
+.fa-pied-piper-alt:before {
+ content: "\f1a8";
+}
+.fa-drupal:before {
+ content: "\f1a9";
+}
+.fa-joomla:before {
+ content: "\f1aa";
+}
+.fa-language:before {
+ content: "\f1ab";
+}
+.fa-fax:before {
+ content: "\f1ac";
+}
+.fa-building:before {
+ content: "\f1ad";
+}
+.fa-child:before {
+ content: "\f1ae";
+}
+.fa-paw:before {
+ content: "\f1b0";
+}
+.fa-spoon:before {
+ content: "\f1b1";
+}
+.fa-cube:before {
+ content: "\f1b2";
+}
+.fa-cubes:before {
+ content: "\f1b3";
+}
+.fa-behance:before {
+ content: "\f1b4";
+}
+.fa-behance-square:before {
+ content: "\f1b5";
+}
+.fa-steam:before {
+ content: "\f1b6";
+}
+.fa-steam-square:before {
+ content: "\f1b7";
+}
+.fa-recycle:before {
+ content: "\f1b8";
+}
+.fa-automobile:before,
+.fa-car:before {
+ content: "\f1b9";
+}
+.fa-cab:before,
+.fa-taxi:before {
+ content: "\f1ba";
+}
+.fa-tree:before {
+ content: "\f1bb";
+}
+.fa-spotify:before {
+ content: "\f1bc";
+}
+.fa-deviantart:before {
+ content: "\f1bd";
+}
+.fa-soundcloud:before {
+ content: "\f1be";
+}
+.fa-database:before {
+ content: "\f1c0";
+}
+.fa-file-pdf-o:before {
+ content: "\f1c1";
+}
+.fa-file-word-o:before {
+ content: "\f1c2";
+}
+.fa-file-excel-o:before {
+ content: "\f1c3";
+}
+.fa-file-powerpoint-o:before {
+ content: "\f1c4";
+}
+.fa-file-photo-o:before,
+.fa-file-picture-o:before,
+.fa-file-image-o:before {
+ content: "\f1c5";
+}
+.fa-file-zip-o:before,
+.fa-file-archive-o:before {
+ content: "\f1c6";
+}
+.fa-file-sound-o:before,
+.fa-file-audio-o:before {
+ content: "\f1c7";
+}
+.fa-file-movie-o:before,
+.fa-file-video-o:before {
+ content: "\f1c8";
+}
+.fa-file-code-o:before {
+ content: "\f1c9";
+}
+.fa-vine:before {
+ content: "\f1ca";
+}
+.fa-codepen:before {
+ content: "\f1cb";
+}
+.fa-jsfiddle:before {
+ content: "\f1cc";
+}
+.fa-life-bouy:before,
+.fa-life-buoy:before,
+.fa-life-saver:before,
+.fa-support:before,
+.fa-life-ring:before {
+ content: "\f1cd";
+}
+.fa-circle-o-notch:before {
+ content: "\f1ce";
+}
+.fa-ra:before,
+.fa-resistance:before,
+.fa-rebel:before {
+ content: "\f1d0";
+}
+.fa-ge:before,
+.fa-empire:before {
+ content: "\f1d1";
+}
+.fa-git-square:before {
+ content: "\f1d2";
+}
+.fa-git:before {
+ content: "\f1d3";
+}
+.fa-y-combinator-square:before,
+.fa-yc-square:before,
+.fa-hacker-news:before {
+ content: "\f1d4";
+}
+.fa-tencent-weibo:before {
+ content: "\f1d5";
+}
+.fa-qq:before {
+ content: "\f1d6";
+}
+.fa-wechat:before,
+.fa-weixin:before {
+ content: "\f1d7";
+}
+.fa-send:before,
+.fa-paper-plane:before {
+ content: "\f1d8";
+}
+.fa-send-o:before,
+.fa-paper-plane-o:before {
+ content: "\f1d9";
+}
+.fa-history:before {
+ content: "\f1da";
+}
+.fa-circle-thin:before {
+ content: "\f1db";
+}
+.fa-header:before {
+ content: "\f1dc";
+}
+.fa-paragraph:before {
+ content: "\f1dd";
+}
+.fa-sliders:before {
+ content: "\f1de";
+}
+.fa-share-alt:before {
+ content: "\f1e0";
+}
+.fa-share-alt-square:before {
+ content: "\f1e1";
+}
+.fa-bomb:before {
+ content: "\f1e2";
+}
+.fa-soccer-ball-o:before,
+.fa-futbol-o:before {
+ content: "\f1e3";
+}
+.fa-tty:before {
+ content: "\f1e4";
+}
+.fa-binoculars:before {
+ content: "\f1e5";
+}
+.fa-plug:before {
+ content: "\f1e6";
+}
+.fa-slideshare:before {
+ content: "\f1e7";
+}
+.fa-twitch:before {
+ content: "\f1e8";
+}
+.fa-yelp:before {
+ content: "\f1e9";
+}
+.fa-newspaper-o:before {
+ content: "\f1ea";
+}
+.fa-wifi:before {
+ content: "\f1eb";
+}
+.fa-calculator:before {
+ content: "\f1ec";
+}
+.fa-paypal:before {
+ content: "\f1ed";
+}
+.fa-google-wallet:before {
+ content: "\f1ee";
+}
+.fa-cc-visa:before {
+ content: "\f1f0";
+}
+.fa-cc-mastercard:before {
+ content: "\f1f1";
+}
+.fa-cc-discover:before {
+ content: "\f1f2";
+}
+.fa-cc-amex:before {
+ content: "\f1f3";
+}
+.fa-cc-paypal:before {
+ content: "\f1f4";
+}
+.fa-cc-stripe:before {
+ content: "\f1f5";
+}
+.fa-bell-slash:before {
+ content: "\f1f6";
+}
+.fa-bell-slash-o:before {
+ content: "\f1f7";
+}
+.fa-trash:before {
+ content: "\f1f8";
+}
+.fa-copyright:before {
+ content: "\f1f9";
+}
+.fa-at:before {
+ content: "\f1fa";
+}
+.fa-eyedropper:before {
+ content: "\f1fb";
+}
+.fa-paint-brush:before {
+ content: "\f1fc";
+}
+.fa-birthday-cake:before {
+ content: "\f1fd";
+}
+.fa-area-chart:before {
+ content: "\f1fe";
+}
+.fa-pie-chart:before {
+ content: "\f200";
+}
+.fa-line-chart:before {
+ content: "\f201";
+}
+.fa-lastfm:before {
+ content: "\f202";
+}
+.fa-lastfm-square:before {
+ content: "\f203";
+}
+.fa-toggle-off:before {
+ content: "\f204";
+}
+.fa-toggle-on:before {
+ content: "\f205";
+}
+.fa-bicycle:before {
+ content: "\f206";
+}
+.fa-bus:before {
+ content: "\f207";
+}
+.fa-ioxhost:before {
+ content: "\f208";
+}
+.fa-angellist:before {
+ content: "\f209";
+}
+.fa-cc:before {
+ content: "\f20a";
+}
+.fa-shekel:before,
+.fa-sheqel:before,
+.fa-ils:before {
+ content: "\f20b";
+}
+.fa-meanpath:before {
+ content: "\f20c";
+}
+.fa-buysellads:before {
+ content: "\f20d";
+}
+.fa-connectdevelop:before {
+ content: "\f20e";
+}
+.fa-dashcube:before {
+ content: "\f210";
+}
+.fa-forumbee:before {
+ content: "\f211";
+}
+.fa-leanpub:before {
+ content: "\f212";
+}
+.fa-sellsy:before {
+ content: "\f213";
+}
+.fa-shirtsinbulk:before {
+ content: "\f214";
+}
+.fa-simplybuilt:before {
+ content: "\f215";
+}
+.fa-skyatlas:before {
+ content: "\f216";
+}
+.fa-cart-plus:before {
+ content: "\f217";
+}
+.fa-cart-arrow-down:before {
+ content: "\f218";
+}
+.fa-diamond:before {
+ content: "\f219";
+}
+.fa-ship:before {
+ content: "\f21a";
+}
+.fa-user-secret:before {
+ content: "\f21b";
+}
+.fa-motorcycle:before {
+ content: "\f21c";
+}
+.fa-street-view:before {
+ content: "\f21d";
+}
+.fa-heartbeat:before {
+ content: "\f21e";
+}
+.fa-venus:before {
+ content: "\f221";
+}
+.fa-mars:before {
+ content: "\f222";
+}
+.fa-mercury:before {
+ content: "\f223";
+}
+.fa-intersex:before,
+.fa-transgender:before {
+ content: "\f224";
+}
+.fa-transgender-alt:before {
+ content: "\f225";
+}
+.fa-venus-double:before {
+ content: "\f226";
+}
+.fa-mars-double:before {
+ content: "\f227";
+}
+.fa-venus-mars:before {
+ content: "\f228";
+}
+.fa-mars-stroke:before {
+ content: "\f229";
+}
+.fa-mars-stroke-v:before {
+ content: "\f22a";
+}
+.fa-mars-stroke-h:before {
+ content: "\f22b";
+}
+.fa-neuter:before {
+ content: "\f22c";
+}
+.fa-genderless:before {
+ content: "\f22d";
+}
+.fa-facebook-official:before {
+ content: "\f230";
+}
+.fa-pinterest-p:before {
+ content: "\f231";
+}
+.fa-whatsapp:before {
+ content: "\f232";
+}
+.fa-server:before {
+ content: "\f233";
+}
+.fa-user-plus:before {
+ content: "\f234";
+}
+.fa-user-times:before {
+ content: "\f235";
+}
+.fa-hotel:before,
+.fa-bed:before {
+ content: "\f236";
+}
+.fa-viacoin:before {
+ content: "\f237";
+}
+.fa-train:before {
+ content: "\f238";
+}
+.fa-subway:before {
+ content: "\f239";
+}
+.fa-medium:before {
+ content: "\f23a";
+}
+.fa-yc:before,
+.fa-y-combinator:before {
+ content: "\f23b";
+}
+.fa-optin-monster:before {
+ content: "\f23c";
+}
+.fa-opencart:before {
+ content: "\f23d";
+}
+.fa-expeditedssl:before {
+ content: "\f23e";
+}
+.fa-battery-4:before,
+.fa-battery:before,
+.fa-battery-full:before {
+ content: "\f240";
+}
+.fa-battery-3:before,
+.fa-battery-three-quarters:before {
+ content: "\f241";
+}
+.fa-battery-2:before,
+.fa-battery-half:before {
+ content: "\f242";
+}
+.fa-battery-1:before,
+.fa-battery-quarter:before {
+ content: "\f243";
+}
+.fa-battery-0:before,
+.fa-battery-empty:before {
+ content: "\f244";
+}
+.fa-mouse-pointer:before {
+ content: "\f245";
+}
+.fa-i-cursor:before {
+ content: "\f246";
+}
+.fa-object-group:before {
+ content: "\f247";
+}
+.fa-object-ungroup:before {
+ content: "\f248";
+}
+.fa-sticky-note:before {
+ content: "\f249";
+}
+.fa-sticky-note-o:before {
+ content: "\f24a";
+}
+.fa-cc-jcb:before {
+ content: "\f24b";
+}
+.fa-cc-diners-club:before {
+ content: "\f24c";
+}
+.fa-clone:before {
+ content: "\f24d";
+}
+.fa-balance-scale:before {
+ content: "\f24e";
+}
+.fa-hourglass-o:before {
+ content: "\f250";
+}
+.fa-hourglass-1:before,
+.fa-hourglass-start:before {
+ content: "\f251";
+}
+.fa-hourglass-2:before,
+.fa-hourglass-half:before {
+ content: "\f252";
+}
+.fa-hourglass-3:before,
+.fa-hourglass-end:before {
+ content: "\f253";
+}
+.fa-hourglass:before {
+ content: "\f254";
+}
+.fa-hand-grab-o:before,
+.fa-hand-rock-o:before {
+ content: "\f255";
+}
+.fa-hand-stop-o:before,
+.fa-hand-paper-o:before {
+ content: "\f256";
+}
+.fa-hand-scissors-o:before {
+ content: "\f257";
+}
+.fa-hand-lizard-o:before {
+ content: "\f258";
+}
+.fa-hand-spock-o:before {
+ content: "\f259";
+}
+.fa-hand-pointer-o:before {
+ content: "\f25a";
+}
+.fa-hand-peace-o:before {
+ content: "\f25b";
+}
+.fa-trademark:before {
+ content: "\f25c";
+}
+.fa-registered:before {
+ content: "\f25d";
+}
+.fa-creative-commons:before {
+ content: "\f25e";
+}
+.fa-gg:before {
+ content: "\f260";
+}
+.fa-gg-circle:before {
+ content: "\f261";
+}
+.fa-tripadvisor:before {
+ content: "\f262";
+}
+.fa-odnoklassniki:before {
+ content: "\f263";
+}
+.fa-odnoklassniki-square:before {
+ content: "\f264";
+}
+.fa-get-pocket:before {
+ content: "\f265";
+}
+.fa-wikipedia-w:before {
+ content: "\f266";
+}
+.fa-safari:before {
+ content: "\f267";
+}
+.fa-chrome:before {
+ content: "\f268";
+}
+.fa-firefox:before {
+ content: "\f269";
+}
+.fa-opera:before {
+ content: "\f26a";
+}
+.fa-internet-explorer:before {
+ content: "\f26b";
+}
+.fa-tv:before,
+.fa-television:before {
+ content: "\f26c";
+}
+.fa-contao:before {
+ content: "\f26d";
+}
+.fa-500px:before {
+ content: "\f26e";
+}
+.fa-amazon:before {
+ content: "\f270";
+}
+.fa-calendar-plus-o:before {
+ content: "\f271";
+}
+.fa-calendar-minus-o:before {
+ content: "\f272";
+}
+.fa-calendar-times-o:before {
+ content: "\f273";
+}
+.fa-calendar-check-o:before {
+ content: "\f274";
+}
+.fa-industry:before {
+ content: "\f275";
+}
+.fa-map-pin:before {
+ content: "\f276";
+}
+.fa-map-signs:before {
+ content: "\f277";
+}
+.fa-map-o:before {
+ content: "\f278";
+}
+.fa-map:before {
+ content: "\f279";
+}
+.fa-commenting:before {
+ content: "\f27a";
+}
+.fa-commenting-o:before {
+ content: "\f27b";
+}
+.fa-houzz:before {
+ content: "\f27c";
+}
+.fa-vimeo:before {
+ content: "\f27d";
+}
+.fa-black-tie:before {
+ content: "\f27e";
+}
+.fa-fonticons:before {
+ content: "\f280";
+}
+.fa-reddit-alien:before {
+ content: "\f281";
+}
+.fa-edge:before {
+ content: "\f282";
+}
+.fa-credit-card-alt:before {
+ content: "\f283";
+}
+.fa-codiepie:before {
+ content: "\f284";
+}
+.fa-modx:before {
+ content: "\f285";
+}
+.fa-fort-awesome:before {
+ content: "\f286";
+}
+.fa-usb:before {
+ content: "\f287";
+}
+.fa-product-hunt:before {
+ content: "\f288";
+}
+.fa-mixcloud:before {
+ content: "\f289";
+}
+.fa-scribd:before {
+ content: "\f28a";
+}
+.fa-pause-circle:before {
+ content: "\f28b";
+}
+.fa-pause-circle-o:before {
+ content: "\f28c";
+}
+.fa-stop-circle:before {
+ content: "\f28d";
+}
+.fa-stop-circle-o:before {
+ content: "\f28e";
+}
+.fa-shopping-bag:before {
+ content: "\f290";
+}
+.fa-shopping-basket:before {
+ content: "\f291";
+}
+.fa-hashtag:before {
+ content: "\f292";
+}
+.fa-bluetooth:before {
+ content: "\f293";
+}
+.fa-bluetooth-b:before {
+ content: "\f294";
+}
+.fa-percent:before {
+ content: "\f295";
+}
+.fa-gitlab:before {
+ content: "\f296";
+}
+.fa-wpbeginner:before {
+ content: "\f297";
+}
+.fa-wpforms:before {
+ content: "\f298";
+}
+.fa-envira:before {
+ content: "\f299";
+}
+.fa-universal-access:before {
+ content: "\f29a";
+}
+.fa-wheelchair-alt:before {
+ content: "\f29b";
+}
+.fa-question-circle-o:before {
+ content: "\f29c";
+}
+.fa-blind:before {
+ content: "\f29d";
+}
+.fa-audio-description:before {
+ content: "\f29e";
+}
+.fa-volume-control-phone:before {
+ content: "\f2a0";
+}
+.fa-braille:before {
+ content: "\f2a1";
+}
+.fa-assistive-listening-systems:before {
+ content: "\f2a2";
+}
+.fa-asl-interpreting:before,
+.fa-american-sign-language-interpreting:before {
+ content: "\f2a3";
+}
+.fa-deafness:before,
+.fa-hard-of-hearing:before,
+.fa-deaf:before {
+ content: "\f2a4";
+}
+.fa-glide:before {
+ content: "\f2a5";
+}
+.fa-glide-g:before {
+ content: "\f2a6";
+}
+.fa-signing:before,
+.fa-sign-language:before {
+ content: "\f2a7";
+}
+.fa-low-vision:before {
+ content: "\f2a8";
+}
+.fa-viadeo:before {
+ content: "\f2a9";
+}
+.fa-viadeo-square:before {
+ content: "\f2aa";
+}
+.fa-snapchat:before {
+ content: "\f2ab";
+}
+.fa-snapchat-ghost:before {
+ content: "\f2ac";
+}
+.fa-snapchat-square:before {
+ content: "\f2ad";
+}
+.fa-pied-piper:before {
+ content: "\f2ae";
+}
+.fa-first-order:before {
+ content: "\f2b0";
+}
+.fa-yoast:before {
+ content: "\f2b1";
+}
+.fa-themeisle:before {
+ content: "\f2b2";
+}
+.fa-google-plus-circle:before,
+.fa-google-plus-official:before {
+ content: "\f2b3";
+}
+.fa-fa:before,
+.fa-font-awesome:before {
+ content: "\f2b4";
+}
+.fa-handshake-o:before {
+ content: "\f2b5";
+}
+.fa-envelope-open:before {
+ content: "\f2b6";
+}
+.fa-envelope-open-o:before {
+ content: "\f2b7";
+}
+.fa-linode:before {
+ content: "\f2b8";
+}
+.fa-address-book:before {
+ content: "\f2b9";
+}
+.fa-address-book-o:before {
+ content: "\f2ba";
+}
+.fa-vcard:before,
+.fa-address-card:before {
+ content: "\f2bb";
+}
+.fa-vcard-o:before,
+.fa-address-card-o:before {
+ content: "\f2bc";
+}
+.fa-user-circle:before {
+ content: "\f2bd";
+}
+.fa-user-circle-o:before {
+ content: "\f2be";
+}
+.fa-user-o:before {
+ content: "\f2c0";
+}
+.fa-id-badge:before {
+ content: "\f2c1";
+}
+.fa-drivers-license:before,
+.fa-id-card:before {
+ content: "\f2c2";
+}
+.fa-drivers-license-o:before,
+.fa-id-card-o:before {
+ content: "\f2c3";
+}
+.fa-quora:before {
+ content: "\f2c4";
+}
+.fa-free-code-camp:before {
+ content: "\f2c5";
+}
+.fa-telegram:before {
+ content: "\f2c6";
+}
+.fa-thermometer-4:before,
+.fa-thermometer:before,
+.fa-thermometer-full:before {
+ content: "\f2c7";
+}
+.fa-thermometer-3:before,
+.fa-thermometer-three-quarters:before {
+ content: "\f2c8";
+}
+.fa-thermometer-2:before,
+.fa-thermometer-half:before {
+ content: "\f2c9";
+}
+.fa-thermometer-1:before,
+.fa-thermometer-quarter:before {
+ content: "\f2ca";
+}
+.fa-thermometer-0:before,
+.fa-thermometer-empty:before {
+ content: "\f2cb";
+}
+.fa-shower:before {
+ content: "\f2cc";
+}
+.fa-bathtub:before,
+.fa-s15:before,
+.fa-bath:before {
+ content: "\f2cd";
+}
+.fa-podcast:before {
+ content: "\f2ce";
+}
+.fa-window-maximize:before {
+ content: "\f2d0";
+}
+.fa-window-minimize:before {
+ content: "\f2d1";
+}
+.fa-window-restore:before {
+ content: "\f2d2";
+}
+.fa-times-rectangle:before,
+.fa-window-close:before {
+ content: "\f2d3";
+}
+.fa-times-rectangle-o:before,
+.fa-window-close-o:before {
+ content: "\f2d4";
+}
+.fa-bandcamp:before {
+ content: "\f2d5";
+}
+.fa-grav:before {
+ content: "\f2d6";
+}
+.fa-etsy:before {
+ content: "\f2d7";
+}
+.fa-imdb:before {
+ content: "\f2d8";
+}
+.fa-ravelry:before {
+ content: "\f2d9";
+}
+.fa-eercast:before {
+ content: "\f2da";
+}
+.fa-microchip:before {
+ content: "\f2db";
+}
+.fa-snowflake-o:before {
+ content: "\f2dc";
+}
+.fa-superpowers:before {
+ content: "\f2dd";
+}
+.fa-wpexplorer:before {
+ content: "\f2de";
+}
+.fa-meetup:before {
+ content: "\f2e0";
+}
+.sr-only {
+ position: absolute;
+ width: 1px;
+ height: 1px;
+ padding: 0;
+ margin: -1px;
+ overflow: hidden;
+ clip: rect(0, 0, 0, 0);
+ border: 0;
+}
+.sr-only-focusable:active,
+.sr-only-focusable:focus {
+ position: static;
+ width: auto;
+ height: auto;
+ margin: 0;
+ overflow: visible;
+ clip: auto;
+}
+.sr-only-focusable:active,
+.sr-only-focusable:focus {
+ position: static;
+ width: auto;
+ height: auto;
+ margin: 0;
+ overflow: visible;
+ clip: auto;
+}
+/*!
+*
+* IPython base
+*
+*/
+.modal.fade .modal-dialog {
+ -webkit-transform: translate(0, 0);
+ -ms-transform: translate(0, 0);
+ -o-transform: translate(0, 0);
+ transform: translate(0, 0);
+}
+code {
+ color: #000;
+}
+pre {
+ font-size: inherit;
+ line-height: inherit;
+}
+label {
+ font-weight: normal;
+}
+/* Make the page background atleast 100% the height of the view port */
+/* Make the page itself atleast 70% the height of the view port */
+.border-box-sizing {
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+}
+.corner-all {
+ border-radius: 2px;
+}
+.no-padding {
+ padding: 0px;
+}
+/* Flexible box model classes */
+/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
+/* This file is a compatability layer. It allows the usage of flexible box
+model layouts accross multiple browsers, including older browsers. The newest,
+universal implementation of the flexible box model is used when available (see
+`Modern browsers` comments below). Browsers that are known to implement this
+new spec completely include:
+
+ Firefox 28.0+
+ Chrome 29.0+
+ Internet Explorer 11+
+ Opera 17.0+
+
+Browsers not listed, including Safari, are supported via the styling under the
+`Old browsers` comments below.
+*/
+.hbox {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: horizontal;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: horizontal;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: horizontal;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: row;
+ align-items: stretch;
+}
+.hbox > * {
+ /* Old browsers */
+ -webkit-box-flex: 0;
+ -moz-box-flex: 0;
+ box-flex: 0;
+ /* Modern browsers */
+ flex: none;
+}
+.vbox {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+}
+.vbox > * {
+ /* Old browsers */
+ -webkit-box-flex: 0;
+ -moz-box-flex: 0;
+ box-flex: 0;
+ /* Modern browsers */
+ flex: none;
+}
+.hbox.reverse,
+.vbox.reverse,
+.reverse {
+ /* Old browsers */
+ -webkit-box-direction: reverse;
+ -moz-box-direction: reverse;
+ box-direction: reverse;
+ /* Modern browsers */
+ flex-direction: row-reverse;
+}
+.hbox.box-flex0,
+.vbox.box-flex0,
+.box-flex0 {
+ /* Old browsers */
+ -webkit-box-flex: 0;
+ -moz-box-flex: 0;
+ box-flex: 0;
+ /* Modern browsers */
+ flex: none;
+ width: auto;
+}
+.hbox.box-flex1,
+.vbox.box-flex1,
+.box-flex1 {
+ /* Old browsers */
+ -webkit-box-flex: 1;
+ -moz-box-flex: 1;
+ box-flex: 1;
+ /* Modern browsers */
+ flex: 1;
+}
+.hbox.box-flex,
+.vbox.box-flex,
+.box-flex {
+ /* Old browsers */
+ /* Old browsers */
+ -webkit-box-flex: 1;
+ -moz-box-flex: 1;
+ box-flex: 1;
+ /* Modern browsers */
+ flex: 1;
+}
+.hbox.box-flex2,
+.vbox.box-flex2,
+.box-flex2 {
+ /* Old browsers */
+ -webkit-box-flex: 2;
+ -moz-box-flex: 2;
+ box-flex: 2;
+ /* Modern browsers */
+ flex: 2;
+}
+.box-group1 {
+ /* Deprecated */
+ -webkit-box-flex-group: 1;
+ -moz-box-flex-group: 1;
+ box-flex-group: 1;
+}
+.box-group2 {
+ /* Deprecated */
+ -webkit-box-flex-group: 2;
+ -moz-box-flex-group: 2;
+ box-flex-group: 2;
+}
+.hbox.start,
+.vbox.start,
+.start {
+ /* Old browsers */
+ -webkit-box-pack: start;
+ -moz-box-pack: start;
+ box-pack: start;
+ /* Modern browsers */
+ justify-content: flex-start;
+}
+.hbox.end,
+.vbox.end,
+.end {
+ /* Old browsers */
+ -webkit-box-pack: end;
+ -moz-box-pack: end;
+ box-pack: end;
+ /* Modern browsers */
+ justify-content: flex-end;
+}
+.hbox.center,
+.vbox.center,
+.center {
+ /* Old browsers */
+ -webkit-box-pack: center;
+ -moz-box-pack: center;
+ box-pack: center;
+ /* Modern browsers */
+ justify-content: center;
+}
+.hbox.baseline,
+.vbox.baseline,
+.baseline {
+ /* Old browsers */
+ -webkit-box-pack: baseline;
+ -moz-box-pack: baseline;
+ box-pack: baseline;
+ /* Modern browsers */
+ justify-content: baseline;
+}
+.hbox.stretch,
+.vbox.stretch,
+.stretch {
+ /* Old browsers */
+ -webkit-box-pack: stretch;
+ -moz-box-pack: stretch;
+ box-pack: stretch;
+ /* Modern browsers */
+ justify-content: stretch;
+}
+.hbox.align-start,
+.vbox.align-start,
+.align-start {
+ /* Old browsers */
+ -webkit-box-align: start;
+ -moz-box-align: start;
+ box-align: start;
+ /* Modern browsers */
+ align-items: flex-start;
+}
+.hbox.align-end,
+.vbox.align-end,
+.align-end {
+ /* Old browsers */
+ -webkit-box-align: end;
+ -moz-box-align: end;
+ box-align: end;
+ /* Modern browsers */
+ align-items: flex-end;
+}
+.hbox.align-center,
+.vbox.align-center,
+.align-center {
+ /* Old browsers */
+ -webkit-box-align: center;
+ -moz-box-align: center;
+ box-align: center;
+ /* Modern browsers */
+ align-items: center;
+}
+.hbox.align-baseline,
+.vbox.align-baseline,
+.align-baseline {
+ /* Old browsers */
+ -webkit-box-align: baseline;
+ -moz-box-align: baseline;
+ box-align: baseline;
+ /* Modern browsers */
+ align-items: baseline;
+}
+.hbox.align-stretch,
+.vbox.align-stretch,
+.align-stretch {
+ /* Old browsers */
+ -webkit-box-align: stretch;
+ -moz-box-align: stretch;
+ box-align: stretch;
+ /* Modern browsers */
+ align-items: stretch;
+}
+div.error {
+ margin: 2em;
+ text-align: center;
+}
+div.error > h1 {
+ font-size: 500%;
+ line-height: normal;
+}
+div.error > p {
+ font-size: 200%;
+ line-height: normal;
+}
+div.traceback-wrapper {
+ text-align: left;
+ max-width: 800px;
+ margin: auto;
+}
+div.traceback-wrapper pre.traceback {
+ max-height: 600px;
+ overflow: auto;
+}
+/**
+ * Primary styles
+ *
+ * Author: Jupyter Development Team
+ */
+body {
+ background-color: #fff;
+ /* This makes sure that the body covers the entire window and needs to
+ be in a different element than the display: box in wrapper below */
+ position: absolute;
+ left: 0px;
+ right: 0px;
+ top: 0px;
+ bottom: 0px;
+ overflow: visible;
+}
+body > #header {
+ /* Initially hidden to prevent FLOUC */
+ display: none;
+ background-color: #fff;
+ /* Display over codemirror */
+ position: relative;
+ z-index: 100;
+}
+body > #header #header-container {
+ display: flex;
+ flex-direction: row;
+ justify-content: space-between;
+ padding: 5px;
+ padding-bottom: 5px;
+ padding-top: 5px;
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+}
+body > #header .header-bar {
+ width: 100%;
+ height: 1px;
+ background: #e7e7e7;
+ margin-bottom: -1px;
+}
+@media print {
+ body > #header {
+ display: none !important;
+ }
+}
+#header-spacer {
+ width: 100%;
+ visibility: hidden;
+}
+@media print {
+ #header-spacer {
+ display: none;
+ }
+}
+#ipython_notebook {
+ padding-left: 0px;
+ padding-top: 1px;
+ padding-bottom: 1px;
+}
+[dir="rtl"] #ipython_notebook {
+ margin-right: 10px;
+ margin-left: 0;
+}
+[dir="rtl"] #ipython_notebook.pull-left {
+ float: right !important;
+ float: right;
+}
+.flex-spacer {
+ flex: 1;
+}
+#noscript {
+ width: auto;
+ padding-top: 16px;
+ padding-bottom: 16px;
+ text-align: center;
+ font-size: 22px;
+ color: red;
+ font-weight: bold;
+}
+#ipython_notebook img {
+ height: 28px;
+}
+#site {
+ width: 100%;
+ display: none;
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+ overflow: auto;
+}
+@media print {
+ #site {
+ height: auto !important;
+ }
+}
+/* Smaller buttons */
+.ui-button .ui-button-text {
+ padding: 0.2em 0.8em;
+ font-size: 77%;
+}
+input.ui-button {
+ padding: 0.3em 0.9em;
+}
+span#kernel_logo_widget {
+ margin: 0 10px;
+}
+span#login_widget {
+ float: right;
+}
+[dir="rtl"] span#login_widget {
+ float: left;
+}
+span#login_widget > .button,
+#logout {
+ color: #333;
+ background-color: #fff;
+ border-color: #ccc;
+}
+span#login_widget > .button:focus,
+#logout:focus,
+span#login_widget > .button.focus,
+#logout.focus {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #8c8c8c;
+}
+span#login_widget > .button:hover,
+#logout:hover {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #adadad;
+}
+span#login_widget > .button:active,
+#logout:active,
+span#login_widget > .button.active,
+#logout.active,
+.open > .dropdown-togglespan#login_widget > .button,
+.open > .dropdown-toggle#logout {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #adadad;
+}
+span#login_widget > .button:active:hover,
+#logout:active:hover,
+span#login_widget > .button.active:hover,
+#logout.active:hover,
+.open > .dropdown-togglespan#login_widget > .button:hover,
+.open > .dropdown-toggle#logout:hover,
+span#login_widget > .button:active:focus,
+#logout:active:focus,
+span#login_widget > .button.active:focus,
+#logout.active:focus,
+.open > .dropdown-togglespan#login_widget > .button:focus,
+.open > .dropdown-toggle#logout:focus,
+span#login_widget > .button:active.focus,
+#logout:active.focus,
+span#login_widget > .button.active.focus,
+#logout.active.focus,
+.open > .dropdown-togglespan#login_widget > .button.focus,
+.open > .dropdown-toggle#logout.focus {
+ color: #333;
+ background-color: #d4d4d4;
+ border-color: #8c8c8c;
+}
+span#login_widget > .button:active,
+#logout:active,
+span#login_widget > .button.active,
+#logout.active,
+.open > .dropdown-togglespan#login_widget > .button,
+.open > .dropdown-toggle#logout {
+ background-image: none;
+}
+span#login_widget > .button.disabled:hover,
+#logout.disabled:hover,
+span#login_widget > .button[disabled]:hover,
+#logout[disabled]:hover,
+fieldset[disabled] span#login_widget > .button:hover,
+fieldset[disabled] #logout:hover,
+span#login_widget > .button.disabled:focus,
+#logout.disabled:focus,
+span#login_widget > .button[disabled]:focus,
+#logout[disabled]:focus,
+fieldset[disabled] span#login_widget > .button:focus,
+fieldset[disabled] #logout:focus,
+span#login_widget > .button.disabled.focus,
+#logout.disabled.focus,
+span#login_widget > .button[disabled].focus,
+#logout[disabled].focus,
+fieldset[disabled] span#login_widget > .button.focus,
+fieldset[disabled] #logout.focus {
+ background-color: #fff;
+ border-color: #ccc;
+}
+span#login_widget > .button .badge,
+#logout .badge {
+ color: #fff;
+ background-color: #333;
+}
+.nav-header {
+ text-transform: none;
+}
+#header > span {
+ margin-top: 10px;
+}
+.modal_stretch .modal-dialog {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+ min-height: 80vh;
+}
+.modal_stretch .modal-dialog .modal-body {
+ max-height: calc(100vh - 200px);
+ overflow: auto;
+ flex: 1;
+}
+.modal-header {
+ cursor: move;
+}
+@media (min-width: 768px) {
+ .modal .modal-dialog {
+ width: 700px;
+ }
+}
+@media (min-width: 768px) {
+ select.form-control {
+ margin-left: 12px;
+ margin-right: 12px;
+ }
+}
+/*!
+*
+* IPython auth
+*
+*/
+.center-nav {
+ display: inline-block;
+ margin-bottom: -4px;
+}
+[dir="rtl"] .center-nav form.pull-left {
+ float: right !important;
+ float: right;
+}
+[dir="rtl"] .center-nav .navbar-text {
+ float: right;
+}
+[dir="rtl"] .navbar-inner {
+ text-align: right;
+}
+[dir="rtl"] div.text-left {
+ text-align: right;
+}
+/*!
+*
+* IPython tree view
+*
+*/
+/* We need an invisible input field on top of the sentense*/
+/* "Drag file onto the list ..." */
+.alternate_upload {
+ background-color: none;
+ display: inline;
+}
+.alternate_upload.form {
+ padding: 0;
+ margin: 0;
+}
+.alternate_upload input.fileinput {
+ position: absolute;
+ display: block;
+ width: 100%;
+ height: 100%;
+ overflow: hidden;
+ cursor: pointer;
+ opacity: 0;
+ z-index: 2;
+}
+.alternate_upload .btn-xs > input.fileinput {
+ margin: -1px -5px;
+}
+.alternate_upload .btn-upload {
+ position: relative;
+ height: 22px;
+}
+::-webkit-file-upload-button {
+ cursor: pointer;
+}
+/**
+ * Primary styles
+ *
+ * Author: Jupyter Development Team
+ */
+ul#tabs {
+ margin-bottom: 4px;
+}
+ul#tabs a {
+ padding-top: 6px;
+ padding-bottom: 4px;
+}
+[dir="rtl"] ul#tabs.nav-tabs > li {
+ float: right;
+}
+[dir="rtl"] ul#tabs.nav.nav-tabs {
+ padding-right: 0;
+}
+ul.breadcrumb a:focus,
+ul.breadcrumb a:hover {
+ text-decoration: none;
+}
+ul.breadcrumb i.icon-home {
+ font-size: 16px;
+ margin-right: 4px;
+}
+ul.breadcrumb span {
+ color: #5e5e5e;
+}
+.list_toolbar {
+ padding: 4px 0 4px 0;
+ vertical-align: middle;
+}
+.list_toolbar .tree-buttons {
+ padding-top: 1px;
+}
+[dir="rtl"] .list_toolbar .tree-buttons .pull-right {
+ float: left !important;
+ float: left;
+}
+[dir="rtl"] .list_toolbar .col-sm-4,
+[dir="rtl"] .list_toolbar .col-sm-8 {
+ float: right;
+}
+.dynamic-buttons {
+ padding-top: 3px;
+ display: inline-block;
+}
+.list_toolbar [class*="span"] {
+ min-height: 24px;
+}
+.list_header {
+ font-weight: bold;
+ background-color: #EEE;
+}
+.list_placeholder {
+ font-weight: bold;
+ padding-top: 4px;
+ padding-bottom: 4px;
+ padding-left: 7px;
+ padding-right: 7px;
+}
+.list_container {
+ margin-top: 4px;
+ margin-bottom: 20px;
+ border: 1px solid #ddd;
+ border-radius: 2px;
+}
+.list_container > div {
+ border-bottom: 1px solid #ddd;
+}
+.list_container > div:hover .list-item {
+ background-color: red;
+}
+.list_container > div:last-child {
+ border: none;
+}
+.list_item:hover .list_item {
+ background-color: #ddd;
+}
+.list_item a {
+ text-decoration: none;
+}
+.list_item:hover {
+ background-color: #fafafa;
+}
+.list_header > div,
+.list_item > div {
+ padding-top: 4px;
+ padding-bottom: 4px;
+ padding-left: 7px;
+ padding-right: 7px;
+ line-height: 22px;
+}
+.list_header > div input,
+.list_item > div input {
+ margin-right: 7px;
+ margin-left: 14px;
+ vertical-align: text-bottom;
+ line-height: 22px;
+ position: relative;
+ top: -1px;
+}
+.list_header > div .item_link,
+.list_item > div .item_link {
+ margin-left: -1px;
+ vertical-align: baseline;
+ line-height: 22px;
+}
+[dir="rtl"] .list_item > div input {
+ margin-right: 0;
+}
+.new-file input[type=checkbox] {
+ visibility: hidden;
+}
+.item_name {
+ line-height: 22px;
+ height: 24px;
+}
+.item_icon {
+ font-size: 14px;
+ color: #5e5e5e;
+ margin-right: 7px;
+ margin-left: 7px;
+ line-height: 22px;
+ vertical-align: baseline;
+}
+.item_modified {
+ margin-right: 7px;
+ margin-left: 7px;
+}
+[dir="rtl"] .item_modified.pull-right {
+ float: left !important;
+ float: left;
+}
+.item_buttons {
+ line-height: 1em;
+ margin-left: -5px;
+}
+.item_buttons .btn,
+.item_buttons .btn-group,
+.item_buttons .input-group {
+ float: left;
+}
+.item_buttons > .btn,
+.item_buttons > .btn-group,
+.item_buttons > .input-group {
+ margin-left: 5px;
+}
+.item_buttons .btn {
+ min-width: 13ex;
+}
+.item_buttons .running-indicator {
+ padding-top: 4px;
+ color: #5cb85c;
+}
+.item_buttons .kernel-name {
+ padding-top: 4px;
+ color: #5bc0de;
+ margin-right: 7px;
+ float: left;
+}
+[dir="rtl"] .item_buttons.pull-right {
+ float: left !important;
+ float: left;
+}
+[dir="rtl"] .item_buttons .kernel-name {
+ margin-left: 7px;
+ float: right;
+}
+.toolbar_info {
+ height: 24px;
+ line-height: 24px;
+}
+.list_item input:not([type=checkbox]) {
+ padding-top: 3px;
+ padding-bottom: 3px;
+ height: 22px;
+ line-height: 14px;
+ margin: 0px;
+}
+.highlight_text {
+ color: blue;
+}
+#project_name {
+ display: inline-block;
+ padding-left: 7px;
+ margin-left: -2px;
+}
+#project_name > .breadcrumb {
+ padding: 0px;
+ margin-bottom: 0px;
+ background-color: transparent;
+ font-weight: bold;
+}
+.sort_button {
+ display: inline-block;
+ padding-left: 7px;
+}
+[dir="rtl"] .sort_button.pull-right {
+ float: left !important;
+ float: left;
+}
+#tree-selector {
+ padding-right: 0px;
+}
+#button-select-all {
+ min-width: 50px;
+}
+[dir="rtl"] #button-select-all.btn {
+ float: right ;
+}
+#select-all {
+ margin-left: 7px;
+ margin-right: 2px;
+ margin-top: 2px;
+ height: 16px;
+}
+[dir="rtl"] #select-all.pull-left {
+ float: right !important;
+ float: right;
+}
+.menu_icon {
+ margin-right: 2px;
+}
+.tab-content .row {
+ margin-left: 0px;
+ margin-right: 0px;
+}
+.folder_icon:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f114";
+}
+.folder_icon:before.fa-pull-left {
+ margin-right: .3em;
+}
+.folder_icon:before.fa-pull-right {
+ margin-left: .3em;
+}
+.folder_icon:before.pull-left {
+ margin-right: .3em;
+}
+.folder_icon:before.pull-right {
+ margin-left: .3em;
+}
+.notebook_icon:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f02d";
+ position: relative;
+ top: -1px;
+}
+.notebook_icon:before.fa-pull-left {
+ margin-right: .3em;
+}
+.notebook_icon:before.fa-pull-right {
+ margin-left: .3em;
+}
+.notebook_icon:before.pull-left {
+ margin-right: .3em;
+}
+.notebook_icon:before.pull-right {
+ margin-left: .3em;
+}
+.running_notebook_icon:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f02d";
+ position: relative;
+ top: -1px;
+ color: #5cb85c;
+}
+.running_notebook_icon:before.fa-pull-left {
+ margin-right: .3em;
+}
+.running_notebook_icon:before.fa-pull-right {
+ margin-left: .3em;
+}
+.running_notebook_icon:before.pull-left {
+ margin-right: .3em;
+}
+.running_notebook_icon:before.pull-right {
+ margin-left: .3em;
+}
+.file_icon:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f016";
+ position: relative;
+ top: -2px;
+}
+.file_icon:before.fa-pull-left {
+ margin-right: .3em;
+}
+.file_icon:before.fa-pull-right {
+ margin-left: .3em;
+}
+.file_icon:before.pull-left {
+ margin-right: .3em;
+}
+.file_icon:before.pull-right {
+ margin-left: .3em;
+}
+#notebook_toolbar .pull-right {
+ padding-top: 0px;
+ margin-right: -1px;
+}
+ul#new-menu {
+ left: auto;
+ right: 0;
+}
+#new-menu .dropdown-header {
+ font-size: 10px;
+ border-bottom: 1px solid #e5e5e5;
+ padding: 0 0 3px;
+ margin: -3px 20px 0;
+}
+.kernel-menu-icon {
+ padding-right: 12px;
+ width: 24px;
+ content: "\f096";
+}
+.kernel-menu-icon:before {
+ content: "\f096";
+}
+.kernel-menu-icon-current:before {
+ content: "\f00c";
+}
+#tab_content {
+ padding-top: 20px;
+}
+#running .panel-group .panel {
+ margin-top: 3px;
+ margin-bottom: 1em;
+}
+#running .panel-group .panel .panel-heading {
+ background-color: #EEE;
+ padding-top: 4px;
+ padding-bottom: 4px;
+ padding-left: 7px;
+ padding-right: 7px;
+ line-height: 22px;
+}
+#running .panel-group .panel .panel-heading a:focus,
+#running .panel-group .panel .panel-heading a:hover {
+ text-decoration: none;
+}
+#running .panel-group .panel .panel-body {
+ padding: 0px;
+}
+#running .panel-group .panel .panel-body .list_container {
+ margin-top: 0px;
+ margin-bottom: 0px;
+ border: 0px;
+ border-radius: 0px;
+}
+#running .panel-group .panel .panel-body .list_container .list_item {
+ border-bottom: 1px solid #ddd;
+}
+#running .panel-group .panel .panel-body .list_container .list_item:last-child {
+ border-bottom: 0px;
+}
+.delete-button {
+ display: none;
+}
+.duplicate-button {
+ display: none;
+}
+.rename-button {
+ display: none;
+}
+.move-button {
+ display: none;
+}
+.download-button {
+ display: none;
+}
+.shutdown-button {
+ display: none;
+}
+.dynamic-instructions {
+ display: inline-block;
+ padding-top: 4px;
+}
+/*!
+*
+* IPython text editor webapp
+*
+*/
+.selected-keymap i.fa {
+ padding: 0px 5px;
+}
+.selected-keymap i.fa:before {
+ content: "\f00c";
+}
+#mode-menu {
+ overflow: auto;
+ max-height: 20em;
+}
+.edit_app #header {
+ -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+}
+.edit_app #menubar .navbar {
+ /* Use a negative 1 bottom margin, so the border overlaps the border of the
+ header */
+ margin-bottom: -1px;
+}
+.dirty-indicator {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ width: 20px;
+}
+.dirty-indicator.fa-pull-left {
+ margin-right: .3em;
+}
+.dirty-indicator.fa-pull-right {
+ margin-left: .3em;
+}
+.dirty-indicator.pull-left {
+ margin-right: .3em;
+}
+.dirty-indicator.pull-right {
+ margin-left: .3em;
+}
+.dirty-indicator-dirty {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ width: 20px;
+}
+.dirty-indicator-dirty.fa-pull-left {
+ margin-right: .3em;
+}
+.dirty-indicator-dirty.fa-pull-right {
+ margin-left: .3em;
+}
+.dirty-indicator-dirty.pull-left {
+ margin-right: .3em;
+}
+.dirty-indicator-dirty.pull-right {
+ margin-left: .3em;
+}
+.dirty-indicator-clean {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ width: 20px;
+}
+.dirty-indicator-clean.fa-pull-left {
+ margin-right: .3em;
+}
+.dirty-indicator-clean.fa-pull-right {
+ margin-left: .3em;
+}
+.dirty-indicator-clean.pull-left {
+ margin-right: .3em;
+}
+.dirty-indicator-clean.pull-right {
+ margin-left: .3em;
+}
+.dirty-indicator-clean:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f00c";
+}
+.dirty-indicator-clean:before.fa-pull-left {
+ margin-right: .3em;
+}
+.dirty-indicator-clean:before.fa-pull-right {
+ margin-left: .3em;
+}
+.dirty-indicator-clean:before.pull-left {
+ margin-right: .3em;
+}
+.dirty-indicator-clean:before.pull-right {
+ margin-left: .3em;
+}
+#filename {
+ font-size: 16pt;
+ display: table;
+ padding: 0px 5px;
+}
+#current-mode {
+ padding-left: 5px;
+ padding-right: 5px;
+}
+#texteditor-backdrop {
+ padding-top: 20px;
+ padding-bottom: 20px;
+}
+@media not print {
+ #texteditor-backdrop {
+ background-color: #EEE;
+ }
+}
+@media print {
+ #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
+ #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
+ background-color: #fff;
+ }
+}
+@media not print {
+ #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
+ #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
+ background-color: #fff;
+ }
+}
+@media not print {
+ #texteditor-backdrop #texteditor-container {
+ padding: 0px;
+ background-color: #fff;
+ -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ }
+}
+.CodeMirror-dialog {
+ background-color: #fff;
+}
+/*!
+*
+* IPython notebook
+*
+*/
+/* CSS font colors for translated ANSI escape sequences */
+/* The color values are a mix of
+ http://www.xcolors.net/dl/baskerville-ivorylight and
+ http://www.xcolors.net/dl/euphrasia */
+.ansi-black-fg {
+ color: #3E424D;
+}
+.ansi-black-bg {
+ background-color: #3E424D;
+}
+.ansi-black-intense-fg {
+ color: #282C36;
+}
+.ansi-black-intense-bg {
+ background-color: #282C36;
+}
+.ansi-red-fg {
+ color: #E75C58;
+}
+.ansi-red-bg {
+ background-color: #E75C58;
+}
+.ansi-red-intense-fg {
+ color: #B22B31;
+}
+.ansi-red-intense-bg {
+ background-color: #B22B31;
+}
+.ansi-green-fg {
+ color: #00A250;
+}
+.ansi-green-bg {
+ background-color: #00A250;
+}
+.ansi-green-intense-fg {
+ color: #007427;
+}
+.ansi-green-intense-bg {
+ background-color: #007427;
+}
+.ansi-yellow-fg {
+ color: #DDB62B;
+}
+.ansi-yellow-bg {
+ background-color: #DDB62B;
+}
+.ansi-yellow-intense-fg {
+ color: #B27D12;
+}
+.ansi-yellow-intense-bg {
+ background-color: #B27D12;
+}
+.ansi-blue-fg {
+ color: #208FFB;
+}
+.ansi-blue-bg {
+ background-color: #208FFB;
+}
+.ansi-blue-intense-fg {
+ color: #0065CA;
+}
+.ansi-blue-intense-bg {
+ background-color: #0065CA;
+}
+.ansi-magenta-fg {
+ color: #D160C4;
+}
+.ansi-magenta-bg {
+ background-color: #D160C4;
+}
+.ansi-magenta-intense-fg {
+ color: #A03196;
+}
+.ansi-magenta-intense-bg {
+ background-color: #A03196;
+}
+.ansi-cyan-fg {
+ color: #60C6C8;
+}
+.ansi-cyan-bg {
+ background-color: #60C6C8;
+}
+.ansi-cyan-intense-fg {
+ color: #258F8F;
+}
+.ansi-cyan-intense-bg {
+ background-color: #258F8F;
+}
+.ansi-white-fg {
+ color: #C5C1B4;
+}
+.ansi-white-bg {
+ background-color: #C5C1B4;
+}
+.ansi-white-intense-fg {
+ color: #A1A6B2;
+}
+.ansi-white-intense-bg {
+ background-color: #A1A6B2;
+}
+.ansi-default-inverse-fg {
+ color: #FFFFFF;
+}
+.ansi-default-inverse-bg {
+ background-color: #000000;
+}
+.ansi-bold {
+ font-weight: bold;
+}
+.ansi-underline {
+ text-decoration: underline;
+}
+/* The following styles are deprecated an will be removed in a future version */
+.ansibold {
+ font-weight: bold;
+}
+.ansi-inverse {
+ outline: 0.5px dotted;
+}
+/* use dark versions for foreground, to improve visibility */
+.ansiblack {
+ color: black;
+}
+.ansired {
+ color: darkred;
+}
+.ansigreen {
+ color: darkgreen;
+}
+.ansiyellow {
+ color: #c4a000;
+}
+.ansiblue {
+ color: darkblue;
+}
+.ansipurple {
+ color: darkviolet;
+}
+.ansicyan {
+ color: steelblue;
+}
+.ansigray {
+ color: gray;
+}
+/* and light for background, for the same reason */
+.ansibgblack {
+ background-color: black;
+}
+.ansibgred {
+ background-color: red;
+}
+.ansibggreen {
+ background-color: green;
+}
+.ansibgyellow {
+ background-color: yellow;
+}
+.ansibgblue {
+ background-color: blue;
+}
+.ansibgpurple {
+ background-color: magenta;
+}
+.ansibgcyan {
+ background-color: cyan;
+}
+.ansibggray {
+ background-color: gray;
+}
+div.cell {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+ border-radius: 2px;
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+ border-width: 1px;
+ border-style: solid;
+ border-color: transparent;
+ width: 100%;
+ padding: 5px;
+ /* This acts as a spacer between cells, that is outside the border */
+ margin: 0px;
+ outline: none;
+ position: relative;
+ overflow: visible;
+}
+div.cell:before {
+ position: absolute;
+ display: block;
+ top: -1px;
+ left: -1px;
+ width: 5px;
+ height: calc(100% + 2px);
+ content: '';
+ background: transparent;
+}
+div.cell.jupyter-soft-selected {
+ border-left-color: #E3F2FD;
+ border-left-width: 1px;
+ padding-left: 5px;
+ border-right-color: #E3F2FD;
+ border-right-width: 1px;
+ background: #E3F2FD;
+}
+@media print {
+ div.cell.jupyter-soft-selected {
+ border-color: transparent;
+ }
+}
+div.cell.selected,
+div.cell.selected.jupyter-soft-selected {
+ border-color: #ababab;
+}
+div.cell.selected:before,
+div.cell.selected.jupyter-soft-selected:before {
+ position: absolute;
+ display: block;
+ top: -1px;
+ left: -1px;
+ width: 5px;
+ height: calc(100% + 2px);
+ content: '';
+ background: #42A5F5;
+}
+@media print {
+ div.cell.selected,
+ div.cell.selected.jupyter-soft-selected {
+ border-color: transparent;
+ }
+}
+.edit_mode div.cell.selected {
+ border-color: #66BB6A;
+}
+.edit_mode div.cell.selected:before {
+ position: absolute;
+ display: block;
+ top: -1px;
+ left: -1px;
+ width: 5px;
+ height: calc(100% + 2px);
+ content: '';
+ background: #66BB6A;
+}
+@media print {
+ .edit_mode div.cell.selected {
+ border-color: transparent;
+ }
+}
+.prompt {
+ /* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
+ min-width: 14ex;
+ /* This padding is tuned to match the padding on the CodeMirror editor. */
+ padding: 0.4em;
+ margin: 0px;
+ font-family: monospace;
+ text-align: right;
+ /* This has to match that of the the CodeMirror class line-height below */
+ line-height: 1.21429em;
+ /* Don't highlight prompt number selection */
+ -webkit-touch-callout: none;
+ -webkit-user-select: none;
+ -khtml-user-select: none;
+ -moz-user-select: none;
+ -ms-user-select: none;
+ user-select: none;
+ /* Use default cursor */
+ cursor: default;
+}
+@media (max-width: 540px) {
+ .prompt {
+ text-align: left;
+ }
+}
+div.inner_cell {
+ min-width: 0;
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+ /* Old browsers */
+ -webkit-box-flex: 1;
+ -moz-box-flex: 1;
+ box-flex: 1;
+ /* Modern browsers */
+ flex: 1;
+}
+/* input_area and input_prompt must match in top border and margin for alignment */
+div.input_area {
+ border: 1px solid #cfcfcf;
+ border-radius: 2px;
+ background: #f7f7f7;
+ line-height: 1.21429em;
+}
+/* This is needed so that empty prompt areas can collapse to zero height when there
+ is no content in the output_subarea and the prompt. The main purpose of this is
+ to make sure that empty JavaScript output_subareas have no height. */
+div.prompt:empty {
+ padding-top: 0;
+ padding-bottom: 0;
+}
+div.unrecognized_cell {
+ padding: 5px 5px 5px 0px;
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: horizontal;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: horizontal;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: horizontal;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: row;
+ align-items: stretch;
+}
+div.unrecognized_cell .inner_cell {
+ border-radius: 2px;
+ padding: 5px;
+ font-weight: bold;
+ color: red;
+ border: 1px solid #cfcfcf;
+ background: #eaeaea;
+}
+div.unrecognized_cell .inner_cell a {
+ color: inherit;
+ text-decoration: none;
+}
+div.unrecognized_cell .inner_cell a:hover {
+ color: inherit;
+ text-decoration: none;
+}
+@media (max-width: 540px) {
+ div.unrecognized_cell > div.prompt {
+ display: none;
+ }
+}
+div.code_cell {
+ /* avoid page breaking on code cells when printing */
+}
+@media print {
+ div.code_cell {
+ page-break-inside: avoid;
+ }
+}
+/* any special styling for code cells that are currently running goes here */
+div.input {
+ page-break-inside: avoid;
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: horizontal;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: horizontal;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: horizontal;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: row;
+ align-items: stretch;
+}
+@media (max-width: 540px) {
+ div.input {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+ }
+}
+/* input_area and input_prompt must match in top border and margin for alignment */
+div.input_prompt {
+ color: #303F9F;
+ border-top: 1px solid transparent;
+}
+div.input_area > div.highlight {
+ margin: 0.4em;
+ border: none;
+ padding: 0px;
+ background-color: transparent;
+}
+div.input_area > div.highlight > pre {
+ margin: 0px;
+ border: none;
+ padding: 0px;
+ background-color: transparent;
+}
+/* The following gets added to the <head> if it is detected that the user has a
+ * monospace font with inconsistent normal/bold/italic height. See
+ * notebookmain.js. Such fonts will have keywords vertically offset with
+ * respect to the rest of the text. The user should select a better font.
+ * See: https://github.com/ipython/ipython/issues/1503
+ *
+ * .CodeMirror span {
+ * vertical-align: bottom;
+ * }
+ */
+.CodeMirror {
+ line-height: 1.21429em;
+ /* Changed from 1em to our global default */
+ font-size: 14px;
+ height: auto;
+ /* Changed to auto to autogrow */
+ background: none;
+ /* Changed from white to allow our bg to show through */
+}
+.CodeMirror-scroll {
+ /* The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
+ /* We have found that if it is visible, vertical scrollbars appear with font size changes.*/
+ overflow-y: hidden;
+ overflow-x: auto;
+}
+.CodeMirror-lines {
+ /* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
+ /* we have set a different line-height and want this to scale with that. */
+ /* Note that this should set vertical padding only, since CodeMirror assumes
+ that horizontal padding will be set on CodeMirror pre */
+ padding: 0.4em 0;
+}
+.CodeMirror-linenumber {
+ padding: 0 8px 0 4px;
+}
+.CodeMirror-gutters {
+ border-bottom-left-radius: 2px;
+ border-top-left-radius: 2px;
+}
+.CodeMirror pre {
+ /* In CM3 this went to 4px from 0 in CM2. This sets horizontal padding only,
+ use .CodeMirror-lines for vertical */
+ padding: 0 0.4em;
+ border: 0;
+ border-radius: 0;
+}
+.CodeMirror-cursor {
+ border-left: 1.4px solid black;
+}
+@media screen and (min-width: 2138px) and (max-width: 4319px) {
+ .CodeMirror-cursor {
+ border-left: 2px solid black;
+ }
+}
+@media screen and (min-width: 4320px) {
+ .CodeMirror-cursor {
+ border-left: 4px solid black;
+ }
+}
+/*
+
+Original style from softwaremaniacs.org (c) Ivan Sagalaev <Maniac@SoftwareManiacs.Org>
+Adapted from GitHub theme
+
+*/
+.highlight-base {
+ color: #000;
+}
+.highlight-variable {
+ color: #000;
+}
+.highlight-variable-2 {
+ color: #1a1a1a;
+}
+.highlight-variable-3 {
+ color: #333333;
+}
+.highlight-string {
+ color: #BA2121;
+}
+.highlight-comment {
+ color: #408080;
+ font-style: italic;
+}
+.highlight-number {
+ color: #080;
+}
+.highlight-atom {
+ color: #88F;
+}
+.highlight-keyword {
+ color: #008000;
+ font-weight: bold;
+}
+.highlight-builtin {
+ color: #008000;
+}
+.highlight-error {
+ color: #f00;
+}
+.highlight-operator {
+ color: #AA22FF;
+ font-weight: bold;
+}
+.highlight-meta {
+ color: #AA22FF;
+}
+/* previously not defined, copying from default codemirror */
+.highlight-def {
+ color: #00f;
+}
+.highlight-string-2 {
+ color: #f50;
+}
+.highlight-qualifier {
+ color: #555;
+}
+.highlight-bracket {
+ color: #997;
+}
+.highlight-tag {
+ color: #170;
+}
+.highlight-attribute {
+ color: #00c;
+}
+.highlight-header {
+ color: blue;
+}
+.highlight-quote {
+ color: #090;
+}
+.highlight-link {
+ color: #00c;
+}
+/* apply the same style to codemirror */
+.cm-s-ipython span.cm-keyword {
+ color: #008000;
+ font-weight: bold;
+}
+.cm-s-ipython span.cm-atom {
+ color: #88F;
+}
+.cm-s-ipython span.cm-number {
+ color: #080;
+}
+.cm-s-ipython span.cm-def {
+ color: #00f;
+}
+.cm-s-ipython span.cm-variable {
+ color: #000;
+}
+.cm-s-ipython span.cm-operator {
+ color: #AA22FF;
+ font-weight: bold;
+}
+.cm-s-ipython span.cm-variable-2 {
+ color: #1a1a1a;
+}
+.cm-s-ipython span.cm-variable-3 {
+ color: #333333;
+}
+.cm-s-ipython span.cm-comment {
+ color: #408080;
+ font-style: italic;
+}
+.cm-s-ipython span.cm-string {
+ color: #BA2121;
+}
+.cm-s-ipython span.cm-string-2 {
+ color: #f50;
+}
+.cm-s-ipython span.cm-meta {
+ color: #AA22FF;
+}
+.cm-s-ipython span.cm-qualifier {
+ color: #555;
+}
+.cm-s-ipython span.cm-builtin {
+ color: #008000;
+}
+.cm-s-ipython span.cm-bracket {
+ color: #997;
+}
+.cm-s-ipython span.cm-tag {
+ color: #170;
+}
+.cm-s-ipython span.cm-attribute {
+ color: #00c;
+}
+.cm-s-ipython span.cm-header {
+ color: blue;
+}
+.cm-s-ipython span.cm-quote {
+ color: #090;
+}
+.cm-s-ipython span.cm-link {
+ color: #00c;
+}
+.cm-s-ipython span.cm-error {
+ color: #f00;
+}
+.cm-s-ipython span.cm-tab {
+ background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
+ background-position: right;
+ background-repeat: no-repeat;
+}
+div.output_wrapper {
+ /* this position must be relative to enable descendents to be absolute within it */
+ position: relative;
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+ z-index: 1;
+}
+/* class for the output area when it should be height-limited */
+div.output_scroll {
+ /* ideally, this would be max-height, but FF barfs all over that */
+ height: 24em;
+ /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
+ width: 100%;
+ overflow: auto;
+ border-radius: 2px;
+ -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
+ box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
+ display: block;
+}
+/* output div while it is collapsed */
+div.output_collapsed {
+ margin: 0px;
+ padding: 0px;
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+}
+div.out_prompt_overlay {
+ height: 100%;
+ padding: 0px 0.4em;
+ position: absolute;
+ border-radius: 2px;
+}
+div.out_prompt_overlay:hover {
+ /* use inner shadow to get border that is computed the same on WebKit/FF */
+ -webkit-box-shadow: inset 0 0 1px #000;
+ box-shadow: inset 0 0 1px #000;
+ background: rgba(240, 240, 240, 0.5);
+}
+div.output_prompt {
+ color: #D84315;
+}
+/* This class is the outer container of all output sections. */
+div.output_area {
+ padding: 0px;
+ page-break-inside: avoid;
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: horizontal;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: horizontal;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: horizontal;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: row;
+ align-items: stretch;
+}
+div.output_area .MathJax_Display {
+ text-align: left !important;
+}
+div.output_area .rendered_html table {
+ margin-left: 0;
+ margin-right: 0;
+}
+div.output_area .rendered_html img {
+ margin-left: 0;
+ margin-right: 0;
+}
+div.output_area img,
+div.output_area svg {
+ max-width: 100%;
+ height: auto;
+}
+div.output_area img.unconfined,
+div.output_area svg.unconfined {
+ max-width: none;
+}
+div.output_area .mglyph > img {
+ max-width: none;
+}
+/* This is needed to protect the pre formating from global settings such
+ as that of bootstrap */
+.output {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+}
+@media (max-width: 540px) {
+ div.output_area {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: vertical;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: vertical;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: vertical;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: column;
+ align-items: stretch;
+ }
+}
+div.output_area pre {
+ margin: 0;
+ padding: 1px 0 1px 0;
+ border: 0;
+ vertical-align: baseline;
+ color: black;
+ background-color: transparent;
+ border-radius: 0;
+}
+/* This class is for the output subarea inside the output_area and after
+ the prompt div. */
+div.output_subarea {
+ overflow-x: auto;
+ padding: 0.4em;
+ /* Old browsers */
+ -webkit-box-flex: 1;
+ -moz-box-flex: 1;
+ box-flex: 1;
+ /* Modern browsers */
+ flex: 1;
+ max-width: calc(100% - 14ex);
+}
+div.output_scroll div.output_subarea {
+ overflow-x: visible;
+}
+/* The rest of the output_* classes are for special styling of the different
+ output types */
+/* all text output has this class: */
+div.output_text {
+ text-align: left;
+ color: #000;
+ /* This has to match that of the the CodeMirror class line-height below */
+ line-height: 1.21429em;
+}
+/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
+div.output_stderr {
+ background: #fdd;
+ /* very light red background for stderr */
+}
+div.output_latex {
+ text-align: left;
+}
+/* Empty output_javascript divs should have no height */
+div.output_javascript:empty {
+ padding: 0;
+}
+.js-error {
+ color: darkred;
+}
+/* raw_input styles */
+div.raw_input_container {
+ line-height: 1.21429em;
+ padding-top: 5px;
+}
+pre.raw_input_prompt {
+ /* nothing needed here. */
+}
+input.raw_input {
+ font-family: monospace;
+ font-size: inherit;
+ color: inherit;
+ width: auto;
+ /* make sure input baseline aligns with prompt */
+ vertical-align: baseline;
+ /* padding + margin = 0.5em between prompt and cursor */
+ padding: 0em 0.25em;
+ margin: 0em 0.25em;
+}
+input.raw_input:focus {
+ box-shadow: none;
+}
+p.p-space {
+ margin-bottom: 10px;
+}
+div.output_unrecognized {
+ padding: 5px;
+ font-weight: bold;
+ color: red;
+}
+div.output_unrecognized a {
+ color: inherit;
+ text-decoration: none;
+}
+div.output_unrecognized a:hover {
+ color: inherit;
+ text-decoration: none;
+}
+.rendered_html {
+ color: #000;
+ /* any extras will just be numbers: */
+}
+.rendered_html em {
+ font-style: italic;
+}
+.rendered_html strong {
+ font-weight: bold;
+}
+.rendered_html u {
+ text-decoration: underline;
+}
+.rendered_html :link {
+ text-decoration: underline;
+}
+.rendered_html :visited {
+ text-decoration: underline;
+}
+.rendered_html h1 {
+ font-size: 185.7%;
+ margin: 1.08em 0 0 0;
+ font-weight: bold;
+ line-height: 1.0;
+}
+.rendered_html h2 {
+ font-size: 157.1%;
+ margin: 1.27em 0 0 0;
+ font-weight: bold;
+ line-height: 1.0;
+}
+.rendered_html h3 {
+ font-size: 128.6%;
+ margin: 1.55em 0 0 0;
+ font-weight: bold;
+ line-height: 1.0;
+}
+.rendered_html h4 {
+ font-size: 100%;
+ margin: 2em 0 0 0;
+ font-weight: bold;
+ line-height: 1.0;
+}
+.rendered_html h5 {
+ font-size: 100%;
+ margin: 2em 0 0 0;
+ font-weight: bold;
+ line-height: 1.0;
+ font-style: italic;
+}
+.rendered_html h6 {
+ font-size: 100%;
+ margin: 2em 0 0 0;
+ font-weight: bold;
+ line-height: 1.0;
+ font-style: italic;
+}
+.rendered_html h1:first-child {
+ margin-top: 0.538em;
+}
+.rendered_html h2:first-child {
+ margin-top: 0.636em;
+}
+.rendered_html h3:first-child {
+ margin-top: 0.777em;
+}
+.rendered_html h4:first-child {
+ margin-top: 1em;
+}
+.rendered_html h5:first-child {
+ margin-top: 1em;
+}
+.rendered_html h6:first-child {
+ margin-top: 1em;
+}
+.rendered_html ul:not(.list-inline),
+.rendered_html ol:not(.list-inline) {
+ padding-left: 2em;
+}
+.rendered_html ul {
+ list-style: disc;
+}
+.rendered_html ul ul {
+ list-style: square;
+ margin-top: 0;
+}
+.rendered_html ul ul ul {
+ list-style: circle;
+}
+.rendered_html ol {
+ list-style: decimal;
+}
+.rendered_html ol ol {
+ list-style: upper-alpha;
+ margin-top: 0;
+}
+.rendered_html ol ol ol {
+ list-style: lower-alpha;
+}
+.rendered_html ol ol ol ol {
+ list-style: lower-roman;
+}
+.rendered_html ol ol ol ol ol {
+ list-style: decimal;
+}
+.rendered_html * + ul {
+ margin-top: 1em;
+}
+.rendered_html * + ol {
+ margin-top: 1em;
+}
+.rendered_html hr {
+ color: black;
+ background-color: black;
+}
+.rendered_html pre {
+ margin: 1em 2em;
+ padding: 0px;
+ background-color: #fff;
+}
+.rendered_html code {
+ background-color: #eff0f1;
+}
+.rendered_html p code {
+ padding: 1px 5px;
+}
+.rendered_html pre code {
+ background-color: #fff;
+}
+.rendered_html pre,
+.rendered_html code {
+ border: 0;
+ color: #000;
+ font-size: 100%;
+}
+.rendered_html blockquote {
+ margin: 1em 2em;
+}
+.rendered_html table {
+ margin-left: auto;
+ margin-right: auto;
+ border: none;
+ border-collapse: collapse;
+ border-spacing: 0;
+ color: black;
+ font-size: 12px;
+ table-layout: fixed;
+}
+.rendered_html thead {
+ border-bottom: 1px solid black;
+ vertical-align: bottom;
+}
+.rendered_html tr,
+.rendered_html th,
+.rendered_html td {
+ text-align: right;
+ vertical-align: middle;
+ padding: 0.5em 0.5em;
+ line-height: normal;
+ white-space: normal;
+ max-width: none;
+ border: none;
+}
+.rendered_html th {
+ font-weight: bold;
+}
+.rendered_html tbody tr:nth-child(odd) {
+ background: #f5f5f5;
+}
+.rendered_html tbody tr:hover {
+ background: rgba(66, 165, 245, 0.2);
+}
+.rendered_html * + table {
+ margin-top: 1em;
+}
+.rendered_html p {
+ text-align: left;
+}
+.rendered_html * + p {
+ margin-top: 1em;
+}
+.rendered_html img {
+ display: block;
+ margin-left: auto;
+ margin-right: auto;
+}
+.rendered_html * + img {
+ margin-top: 1em;
+}
+.rendered_html img,
+.rendered_html svg {
+ max-width: 100%;
+ height: auto;
+}
+.rendered_html img.unconfined,
+.rendered_html svg.unconfined {
+ max-width: none;
+}
+.rendered_html .alert {
+ margin-bottom: initial;
+}
+.rendered_html * + .alert {
+ margin-top: 1em;
+}
+[dir="rtl"] .rendered_html p {
+ text-align: right;
+}
+div.text_cell {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: horizontal;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: horizontal;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: horizontal;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: row;
+ align-items: stretch;
+}
+@media (max-width: 540px) {
+ div.text_cell > div.prompt {
+ display: none;
+ }
+}
+div.text_cell_render {
+ /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
+ outline: none;
+ resize: none;
+ width: inherit;
+ border-style: none;
+ padding: 0.5em 0.5em 0.5em 0.4em;
+ color: #000;
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+}
+a.anchor-link:link {
+ text-decoration: none;
+ padding: 0px 20px;
+ visibility: hidden;
+}
+h1:hover .anchor-link,
+h2:hover .anchor-link,
+h3:hover .anchor-link,
+h4:hover .anchor-link,
+h5:hover .anchor-link,
+h6:hover .anchor-link {
+ visibility: visible;
+}
+.text_cell.rendered .input_area {
+ display: none;
+}
+.text_cell.rendered .rendered_html {
+ overflow-x: auto;
+ overflow-y: hidden;
+}
+.text_cell.rendered .rendered_html tr,
+.text_cell.rendered .rendered_html th,
+.text_cell.rendered .rendered_html td {
+ max-width: none;
+}
+.text_cell.unrendered .text_cell_render {
+ display: none;
+}
+.text_cell .dropzone .input_area {
+ border: 2px dashed #bababa;
+ margin: -1px;
+}
+.cm-header-1,
+.cm-header-2,
+.cm-header-3,
+.cm-header-4,
+.cm-header-5,
+.cm-header-6 {
+ font-weight: bold;
+ font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
+}
+.cm-header-1 {
+ font-size: 185.7%;
+}
+.cm-header-2 {
+ font-size: 157.1%;
+}
+.cm-header-3 {
+ font-size: 128.6%;
+}
+.cm-header-4 {
+ font-size: 110%;
+}
+.cm-header-5 {
+ font-size: 100%;
+ font-style: italic;
+}
+.cm-header-6 {
+ font-size: 100%;
+ font-style: italic;
+}
+/*!
+*
+* IPython notebook webapp
+*
+*/
+@media (max-width: 767px) {
+ .notebook_app {
+ padding-left: 0px;
+ padding-right: 0px;
+ }
+}
+#ipython-main-app {
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+ height: 100%;
+}
+div#notebook_panel {
+ margin: 0px;
+ padding: 0px;
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+ height: 100%;
+}
+div#notebook {
+ font-size: 14px;
+ line-height: 20px;
+ overflow-y: hidden;
+ overflow-x: auto;
+ width: 100%;
+ /* This spaces the page away from the edge of the notebook area */
+ padding-top: 20px;
+ margin: 0px;
+ outline: none;
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+ min-height: 100%;
+}
+@media not print {
+ #notebook-container {
+ padding: 15px;
+ background-color: #fff;
+ min-height: 0;
+ -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ }
+}
+@media print {
+ #notebook-container {
+ width: 100%;
+ }
+}
+div.ui-widget-content {
+ border: 1px solid #ababab;
+ outline: none;
+}
+pre.dialog {
+ background-color: #f7f7f7;
+ border: 1px solid #ddd;
+ border-radius: 2px;
+ padding: 0.4em;
+ padding-left: 2em;
+}
+p.dialog {
+ padding: 0.2em;
+}
+/* Word-wrap output correctly. This is the CSS3 spelling, though Firefox seems
+ to not honor it correctly. Webkit browsers (Chrome, rekonq, Safari) do.
+ */
+pre,
+code,
+kbd,
+samp {
+ white-space: pre-wrap;
+}
+#fonttest {
+ font-family: monospace;
+}
+p {
+ margin-bottom: 0;
+}
+.end_space {
+ min-height: 100px;
+ transition: height .2s ease;
+}
+.notebook_app > #header {
+ -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+}
+@media not print {
+ .notebook_app {
+ background-color: #EEE;
+ }
+}
+kbd {
+ border-style: solid;
+ border-width: 1px;
+ box-shadow: none;
+ margin: 2px;
+ padding-left: 2px;
+ padding-right: 2px;
+ padding-top: 1px;
+ padding-bottom: 1px;
+}
+.jupyter-keybindings {
+ padding: 1px;
+ line-height: 24px;
+ border-bottom: 1px solid gray;
+}
+.jupyter-keybindings input {
+ margin: 0;
+ padding: 0;
+ border: none;
+}
+.jupyter-keybindings i {
+ padding: 6px;
+}
+.well code {
+ background-color: #ffffff;
+ border-color: #ababab;
+ border-width: 1px;
+ border-style: solid;
+ padding: 2px;
+ padding-top: 1px;
+ padding-bottom: 1px;
+}
+/* CSS for the cell toolbar */
+.celltoolbar {
+ border: thin solid #CFCFCF;
+ border-bottom: none;
+ background: #EEE;
+ border-radius: 2px 2px 0px 0px;
+ width: 100%;
+ height: 29px;
+ padding-right: 4px;
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: horizontal;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: horizontal;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: horizontal;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: row;
+ align-items: stretch;
+ /* Old browsers */
+ -webkit-box-pack: end;
+ -moz-box-pack: end;
+ box-pack: end;
+ /* Modern browsers */
+ justify-content: flex-end;
+ display: -webkit-flex;
+}
+@media print {
+ .celltoolbar {
+ display: none;
+ }
+}
+.ctb_hideshow {
+ display: none;
+ vertical-align: bottom;
+}
+/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
+ Cell toolbars are only shown when the ctb_global_show class is also set.
+*/
+.ctb_global_show .ctb_show.ctb_hideshow {
+ display: block;
+}
+.ctb_global_show .ctb_show + .input_area,
+.ctb_global_show .ctb_show + div.text_cell_input,
+.ctb_global_show .ctb_show ~ div.text_cell_render {
+ border-top-right-radius: 0px;
+ border-top-left-radius: 0px;
+}
+.ctb_global_show .ctb_show ~ div.text_cell_render {
+ border: 1px solid #cfcfcf;
+}
+.celltoolbar {
+ font-size: 87%;
+ padding-top: 3px;
+}
+.celltoolbar select {
+ display: block;
+ width: 100%;
+ height: 32px;
+ padding: 6px 12px;
+ font-size: 13px;
+ line-height: 1.42857143;
+ color: #555555;
+ background-color: #fff;
+ background-image: none;
+ border: 1px solid #ccc;
+ border-radius: 2px;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+ -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+ transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+ height: 30px;
+ padding: 5px 10px;
+ font-size: 12px;
+ line-height: 1.5;
+ border-radius: 1px;
+ width: inherit;
+ font-size: inherit;
+ height: 22px;
+ padding: 0px;
+ display: inline-block;
+}
+.celltoolbar select:focus {
+ border-color: #66afe9;
+ outline: 0;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
+ box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
+}
+.celltoolbar select::-moz-placeholder {
+ color: #999;
+ opacity: 1;
+}
+.celltoolbar select:-ms-input-placeholder {
+ color: #999;
+}
+.celltoolbar select::-webkit-input-placeholder {
+ color: #999;
+}
+.celltoolbar select::-ms-expand {
+ border: 0;
+ background-color: transparent;
+}
+.celltoolbar select[disabled],
+.celltoolbar select[readonly],
+fieldset[disabled] .celltoolbar select {
+ background-color: #eeeeee;
+ opacity: 1;
+}
+.celltoolbar select[disabled],
+fieldset[disabled] .celltoolbar select {
+ cursor: not-allowed;
+}
+textarea.celltoolbar select {
+ height: auto;
+}
+select.celltoolbar select {
+ height: 30px;
+ line-height: 30px;
+}
+textarea.celltoolbar select,
+select[multiple].celltoolbar select {
+ height: auto;
+}
+.celltoolbar label {
+ margin-left: 5px;
+ margin-right: 5px;
+}
+.tags_button_container {
+ width: 100%;
+ display: flex;
+}
+.tag-container {
+ display: flex;
+ flex-direction: row;
+ flex-grow: 1;
+ overflow: hidden;
+ position: relative;
+}
+.tag-container > * {
+ margin: 0 4px;
+}
+.remove-tag-btn {
+ margin-left: 4px;
+}
+.tags-input {
+ display: flex;
+}
+.cell-tag:last-child:after {
+ content: "";
+ position: absolute;
+ right: 0;
+ width: 40px;
+ height: 100%;
+ /* Fade to background color of cell toolbar */
+ background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
+}
+.tags-input > * {
+ margin-left: 4px;
+}
+.cell-tag,
+.tags-input input,
+.tags-input button {
+ display: block;
+ width: 100%;
+ height: 32px;
+ padding: 6px 12px;
+ font-size: 13px;
+ line-height: 1.42857143;
+ color: #555555;
+ background-color: #fff;
+ background-image: none;
+ border: 1px solid #ccc;
+ border-radius: 2px;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
+ -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+ -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+ transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
+ height: 30px;
+ padding: 5px 10px;
+ font-size: 12px;
+ line-height: 1.5;
+ border-radius: 1px;
+ box-shadow: none;
+ width: inherit;
+ font-size: inherit;
+ height: 22px;
+ line-height: 22px;
+ padding: 0px 4px;
+ display: inline-block;
+}
+.cell-tag:focus,
+.tags-input input:focus,
+.tags-input button:focus {
+ border-color: #66afe9;
+ outline: 0;
+ -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
+ box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
+}
+.cell-tag::-moz-placeholder,
+.tags-input input::-moz-placeholder,
+.tags-input button::-moz-placeholder {
+ color: #999;
+ opacity: 1;
+}
+.cell-tag:-ms-input-placeholder,
+.tags-input input:-ms-input-placeholder,
+.tags-input button:-ms-input-placeholder {
+ color: #999;
+}
+.cell-tag::-webkit-input-placeholder,
+.tags-input input::-webkit-input-placeholder,
+.tags-input button::-webkit-input-placeholder {
+ color: #999;
+}
+.cell-tag::-ms-expand,
+.tags-input input::-ms-expand,
+.tags-input button::-ms-expand {
+ border: 0;
+ background-color: transparent;
+}
+.cell-tag[disabled],
+.tags-input input[disabled],
+.tags-input button[disabled],
+.cell-tag[readonly],
+.tags-input input[readonly],
+.tags-input button[readonly],
+fieldset[disabled] .cell-tag,
+fieldset[disabled] .tags-input input,
+fieldset[disabled] .tags-input button {
+ background-color: #eeeeee;
+ opacity: 1;
+}
+.cell-tag[disabled],
+.tags-input input[disabled],
+.tags-input button[disabled],
+fieldset[disabled] .cell-tag,
+fieldset[disabled] .tags-input input,
+fieldset[disabled] .tags-input button {
+ cursor: not-allowed;
+}
+textarea.cell-tag,
+textarea.tags-input input,
+textarea.tags-input button {
+ height: auto;
+}
+select.cell-tag,
+select.tags-input input,
+select.tags-input button {
+ height: 30px;
+ line-height: 30px;
+}
+textarea.cell-tag,
+textarea.tags-input input,
+textarea.tags-input button,
+select[multiple].cell-tag,
+select[multiple].tags-input input,
+select[multiple].tags-input button {
+ height: auto;
+}
+.cell-tag,
+.tags-input button {
+ padding: 0px 4px;
+}
+.cell-tag {
+ background-color: #fff;
+ white-space: nowrap;
+}
+.tags-input input[type=text]:focus {
+ outline: none;
+ box-shadow: none;
+ border-color: #ccc;
+}
+.completions {
+ position: absolute;
+ z-index: 110;
+ overflow: hidden;
+ border: 1px solid #ababab;
+ border-radius: 2px;
+ -webkit-box-shadow: 0px 6px 10px -1px #adadad;
+ box-shadow: 0px 6px 10px -1px #adadad;
+ line-height: 1;
+}
+.completions select {
+ background: white;
+ outline: none;
+ border: none;
+ padding: 0px;
+ margin: 0px;
+ overflow: auto;
+ font-family: monospace;
+ font-size: 110%;
+ color: #000;
+ width: auto;
+}
+.completions select option.context {
+ color: #286090;
+}
+#kernel_logo_widget .current_kernel_logo {
+ display: none;
+ margin-top: -1px;
+ margin-bottom: -1px;
+ width: 32px;
+ height: 32px;
+}
+[dir="rtl"] #kernel_logo_widget {
+ float: left !important;
+ float: left;
+}
+.modal .modal-body .move-path {
+ display: flex;
+ flex-direction: row;
+ justify-content: space;
+ align-items: center;
+}
+.modal .modal-body .move-path .server-root {
+ padding-right: 20px;
+}
+.modal .modal-body .move-path .path-input {
+ flex: 1;
+}
+#menubar {
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+ margin-top: 1px;
+}
+#menubar .navbar {
+ border-top: 1px;
+ border-radius: 0px 0px 2px 2px;
+ margin-bottom: 0px;
+}
+#menubar .navbar-toggle {
+ float: left;
+ padding-top: 7px;
+ padding-bottom: 7px;
+ border: none;
+}
+#menubar .navbar-collapse {
+ clear: left;
+}
+[dir="rtl"] #menubar .navbar-toggle {
+ float: right;
+}
+[dir="rtl"] #menubar .navbar-collapse {
+ clear: right;
+}
+[dir="rtl"] #menubar .navbar-nav {
+ float: right;
+}
+[dir="rtl"] #menubar .nav {
+ padding-right: 0px;
+}
+[dir="rtl"] #menubar .navbar-nav > li {
+ float: right;
+}
+[dir="rtl"] #menubar .navbar-right {
+ float: left !important;
+}
+[dir="rtl"] ul.dropdown-menu {
+ text-align: right;
+ left: auto;
+}
+[dir="rtl"] ul#new-menu.dropdown-menu {
+ right: auto;
+ left: 0;
+}
+.nav-wrapper {
+ border-bottom: 1px solid #e7e7e7;
+}
+i.menu-icon {
+ padding-top: 4px;
+}
+[dir="rtl"] i.menu-icon.pull-right {
+ float: left !important;
+ float: left;
+}
+ul#help_menu li a {
+ overflow: hidden;
+ padding-right: 2.2em;
+}
+ul#help_menu li a i {
+ margin-right: -1.2em;
+}
+[dir="rtl"] ul#help_menu li a {
+ padding-left: 2.2em;
+}
+[dir="rtl"] ul#help_menu li a i {
+ margin-right: 0;
+ margin-left: -1.2em;
+}
+[dir="rtl"] ul#help_menu li a i.pull-right {
+ float: left !important;
+ float: left;
+}
+.dropdown-submenu {
+ position: relative;
+}
+.dropdown-submenu > .dropdown-menu {
+ top: 0;
+ left: 100%;
+ margin-top: -6px;
+ margin-left: -1px;
+}
+[dir="rtl"] .dropdown-submenu > .dropdown-menu {
+ right: 100%;
+ margin-right: -1px;
+}
+.dropdown-submenu:hover > .dropdown-menu {
+ display: block;
+}
+.dropdown-submenu > a:after {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ display: block;
+ content: "\f0da";
+ float: right;
+ color: #333333;
+ margin-top: 2px;
+ margin-right: -10px;
+}
+.dropdown-submenu > a:after.fa-pull-left {
+ margin-right: .3em;
+}
+.dropdown-submenu > a:after.fa-pull-right {
+ margin-left: .3em;
+}
+.dropdown-submenu > a:after.pull-left {
+ margin-right: .3em;
+}
+.dropdown-submenu > a:after.pull-right {
+ margin-left: .3em;
+}
+[dir="rtl"] .dropdown-submenu > a:after {
+ float: left;
+ content: "\f0d9";
+ margin-right: 0;
+ margin-left: -10px;
+}
+.dropdown-submenu:hover > a:after {
+ color: #262626;
+}
+.dropdown-submenu.pull-left {
+ float: none;
+}
+.dropdown-submenu.pull-left > .dropdown-menu {
+ left: -100%;
+ margin-left: 10px;
+}
+#notification_area {
+ float: right !important;
+ float: right;
+ z-index: 10;
+}
+[dir="rtl"] #notification_area {
+ float: left !important;
+ float: left;
+}
+.indicator_area {
+ float: right !important;
+ float: right;
+ color: #777;
+ margin-left: 5px;
+ margin-right: 5px;
+ width: 11px;
+ z-index: 10;
+ text-align: center;
+ width: auto;
+}
+[dir="rtl"] .indicator_area {
+ float: left !important;
+ float: left;
+}
+#kernel_indicator {
+ float: right !important;
+ float: right;
+ color: #777;
+ margin-left: 5px;
+ margin-right: 5px;
+ width: 11px;
+ z-index: 10;
+ text-align: center;
+ width: auto;
+ border-left: 1px solid;
+}
+#kernel_indicator .kernel_indicator_name {
+ padding-left: 5px;
+ padding-right: 5px;
+}
+[dir="rtl"] #kernel_indicator {
+ float: left !important;
+ float: left;
+ border-left: 0;
+ border-right: 1px solid;
+}
+#modal_indicator {
+ float: right !important;
+ float: right;
+ color: #777;
+ margin-left: 5px;
+ margin-right: 5px;
+ width: 11px;
+ z-index: 10;
+ text-align: center;
+ width: auto;
+}
+[dir="rtl"] #modal_indicator {
+ float: left !important;
+ float: left;
+}
+#readonly-indicator {
+ float: right !important;
+ float: right;
+ color: #777;
+ margin-left: 5px;
+ margin-right: 5px;
+ width: 11px;
+ z-index: 10;
+ text-align: center;
+ width: auto;
+ margin-top: 2px;
+ margin-bottom: 0px;
+ margin-left: 0px;
+ margin-right: 0px;
+ display: none;
+}
+.modal_indicator:before {
+ width: 1.28571429em;
+ text-align: center;
+}
+.edit_mode .modal_indicator:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f040";
+}
+.edit_mode .modal_indicator:before.fa-pull-left {
+ margin-right: .3em;
+}
+.edit_mode .modal_indicator:before.fa-pull-right {
+ margin-left: .3em;
+}
+.edit_mode .modal_indicator:before.pull-left {
+ margin-right: .3em;
+}
+.edit_mode .modal_indicator:before.pull-right {
+ margin-left: .3em;
+}
+.command_mode .modal_indicator:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: ' ';
+}
+.command_mode .modal_indicator:before.fa-pull-left {
+ margin-right: .3em;
+}
+.command_mode .modal_indicator:before.fa-pull-right {
+ margin-left: .3em;
+}
+.command_mode .modal_indicator:before.pull-left {
+ margin-right: .3em;
+}
+.command_mode .modal_indicator:before.pull-right {
+ margin-left: .3em;
+}
+.kernel_idle_icon:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f10c";
+}
+.kernel_idle_icon:before.fa-pull-left {
+ margin-right: .3em;
+}
+.kernel_idle_icon:before.fa-pull-right {
+ margin-left: .3em;
+}
+.kernel_idle_icon:before.pull-left {
+ margin-right: .3em;
+}
+.kernel_idle_icon:before.pull-right {
+ margin-left: .3em;
+}
+.kernel_busy_icon:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f111";
+}
+.kernel_busy_icon:before.fa-pull-left {
+ margin-right: .3em;
+}
+.kernel_busy_icon:before.fa-pull-right {
+ margin-left: .3em;
+}
+.kernel_busy_icon:before.pull-left {
+ margin-right: .3em;
+}
+.kernel_busy_icon:before.pull-right {
+ margin-left: .3em;
+}
+.kernel_dead_icon:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f1e2";
+}
+.kernel_dead_icon:before.fa-pull-left {
+ margin-right: .3em;
+}
+.kernel_dead_icon:before.fa-pull-right {
+ margin-left: .3em;
+}
+.kernel_dead_icon:before.pull-left {
+ margin-right: .3em;
+}
+.kernel_dead_icon:before.pull-right {
+ margin-left: .3em;
+}
+.kernel_disconnected_icon:before {
+ display: inline-block;
+ font: normal normal normal 14px/1 FontAwesome;
+ font-size: inherit;
+ text-rendering: auto;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+ content: "\f127";
+}
+.kernel_disconnected_icon:before.fa-pull-left {
+ margin-right: .3em;
+}
+.kernel_disconnected_icon:before.fa-pull-right {
+ margin-left: .3em;
+}
+.kernel_disconnected_icon:before.pull-left {
+ margin-right: .3em;
+}
+.kernel_disconnected_icon:before.pull-right {
+ margin-left: .3em;
+}
+.notification_widget {
+ color: #777;
+ z-index: 10;
+ background: rgba(240, 240, 240, 0.5);
+ margin-right: 4px;
+ color: #333;
+ background-color: #fff;
+ border-color: #ccc;
+}
+.notification_widget:focus,
+.notification_widget.focus {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #8c8c8c;
+}
+.notification_widget:hover {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #adadad;
+}
+.notification_widget:active,
+.notification_widget.active,
+.open > .dropdown-toggle.notification_widget {
+ color: #333;
+ background-color: #e6e6e6;
+ border-color: #adadad;
+}
+.notification_widget:active:hover,
+.notification_widget.active:hover,
+.open > .dropdown-toggle.notification_widget:hover,
+.notification_widget:active:focus,
+.notification_widget.active:focus,
+.open > .dropdown-toggle.notification_widget:focus,
+.notification_widget:active.focus,
+.notification_widget.active.focus,
+.open > .dropdown-toggle.notification_widget.focus {
+ color: #333;
+ background-color: #d4d4d4;
+ border-color: #8c8c8c;
+}
+.notification_widget:active,
+.notification_widget.active,
+.open > .dropdown-toggle.notification_widget {
+ background-image: none;
+}
+.notification_widget.disabled:hover,
+.notification_widget[disabled]:hover,
+fieldset[disabled] .notification_widget:hover,
+.notification_widget.disabled:focus,
+.notification_widget[disabled]:focus,
+fieldset[disabled] .notification_widget:focus,
+.notification_widget.disabled.focus,
+.notification_widget[disabled].focus,
+fieldset[disabled] .notification_widget.focus {
+ background-color: #fff;
+ border-color: #ccc;
+}
+.notification_widget .badge {
+ color: #fff;
+ background-color: #333;
+}
+.notification_widget.warning {
+ color: #fff;
+ background-color: #f0ad4e;
+ border-color: #eea236;
+}
+.notification_widget.warning:focus,
+.notification_widget.warning.focus {
+ color: #fff;
+ background-color: #ec971f;
+ border-color: #985f0d;
+}
+.notification_widget.warning:hover {
+ color: #fff;
+ background-color: #ec971f;
+ border-color: #d58512;
+}
+.notification_widget.warning:active,
+.notification_widget.warning.active,
+.open > .dropdown-toggle.notification_widget.warning {
+ color: #fff;
+ background-color: #ec971f;
+ border-color: #d58512;
+}
+.notification_widget.warning:active:hover,
+.notification_widget.warning.active:hover,
+.open > .dropdown-toggle.notification_widget.warning:hover,
+.notification_widget.warning:active:focus,
+.notification_widget.warning.active:focus,
+.open > .dropdown-toggle.notification_widget.warning:focus,
+.notification_widget.warning:active.focus,
+.notification_widget.warning.active.focus,
+.open > .dropdown-toggle.notification_widget.warning.focus {
+ color: #fff;
+ background-color: #d58512;
+ border-color: #985f0d;
+}
+.notification_widget.warning:active,
+.notification_widget.warning.active,
+.open > .dropdown-toggle.notification_widget.warning {
+ background-image: none;
+}
+.notification_widget.warning.disabled:hover,
+.notification_widget.warning[disabled]:hover,
+fieldset[disabled] .notification_widget.warning:hover,
+.notification_widget.warning.disabled:focus,
+.notification_widget.warning[disabled]:focus,
+fieldset[disabled] .notification_widget.warning:focus,
+.notification_widget.warning.disabled.focus,
+.notification_widget.warning[disabled].focus,
+fieldset[disabled] .notification_widget.warning.focus {
+ background-color: #f0ad4e;
+ border-color: #eea236;
+}
+.notification_widget.warning .badge {
+ color: #f0ad4e;
+ background-color: #fff;
+}
+.notification_widget.success {
+ color: #fff;
+ background-color: #5cb85c;
+ border-color: #4cae4c;
+}
+.notification_widget.success:focus,
+.notification_widget.success.focus {
+ color: #fff;
+ background-color: #449d44;
+ border-color: #255625;
+}
+.notification_widget.success:hover {
+ color: #fff;
+ background-color: #449d44;
+ border-color: #398439;
+}
+.notification_widget.success:active,
+.notification_widget.success.active,
+.open > .dropdown-toggle.notification_widget.success {
+ color: #fff;
+ background-color: #449d44;
+ border-color: #398439;
+}
+.notification_widget.success:active:hover,
+.notification_widget.success.active:hover,
+.open > .dropdown-toggle.notification_widget.success:hover,
+.notification_widget.success:active:focus,
+.notification_widget.success.active:focus,
+.open > .dropdown-toggle.notification_widget.success:focus,
+.notification_widget.success:active.focus,
+.notification_widget.success.active.focus,
+.open > .dropdown-toggle.notification_widget.success.focus {
+ color: #fff;
+ background-color: #398439;
+ border-color: #255625;
+}
+.notification_widget.success:active,
+.notification_widget.success.active,
+.open > .dropdown-toggle.notification_widget.success {
+ background-image: none;
+}
+.notification_widget.success.disabled:hover,
+.notification_widget.success[disabled]:hover,
+fieldset[disabled] .notification_widget.success:hover,
+.notification_widget.success.disabled:focus,
+.notification_widget.success[disabled]:focus,
+fieldset[disabled] .notification_widget.success:focus,
+.notification_widget.success.disabled.focus,
+.notification_widget.success[disabled].focus,
+fieldset[disabled] .notification_widget.success.focus {
+ background-color: #5cb85c;
+ border-color: #4cae4c;
+}
+.notification_widget.success .badge {
+ color: #5cb85c;
+ background-color: #fff;
+}
+.notification_widget.info {
+ color: #fff;
+ background-color: #5bc0de;
+ border-color: #46b8da;
+}
+.notification_widget.info:focus,
+.notification_widget.info.focus {
+ color: #fff;
+ background-color: #31b0d5;
+ border-color: #1b6d85;
+}
+.notification_widget.info:hover {
+ color: #fff;
+ background-color: #31b0d5;
+ border-color: #269abc;
+}
+.notification_widget.info:active,
+.notification_widget.info.active,
+.open > .dropdown-toggle.notification_widget.info {
+ color: #fff;
+ background-color: #31b0d5;
+ border-color: #269abc;
+}
+.notification_widget.info:active:hover,
+.notification_widget.info.active:hover,
+.open > .dropdown-toggle.notification_widget.info:hover,
+.notification_widget.info:active:focus,
+.notification_widget.info.active:focus,
+.open > .dropdown-toggle.notification_widget.info:focus,
+.notification_widget.info:active.focus,
+.notification_widget.info.active.focus,
+.open > .dropdown-toggle.notification_widget.info.focus {
+ color: #fff;
+ background-color: #269abc;
+ border-color: #1b6d85;
+}
+.notification_widget.info:active,
+.notification_widget.info.active,
+.open > .dropdown-toggle.notification_widget.info {
+ background-image: none;
+}
+.notification_widget.info.disabled:hover,
+.notification_widget.info[disabled]:hover,
+fieldset[disabled] .notification_widget.info:hover,
+.notification_widget.info.disabled:focus,
+.notification_widget.info[disabled]:focus,
+fieldset[disabled] .notification_widget.info:focus,
+.notification_widget.info.disabled.focus,
+.notification_widget.info[disabled].focus,
+fieldset[disabled] .notification_widget.info.focus {
+ background-color: #5bc0de;
+ border-color: #46b8da;
+}
+.notification_widget.info .badge {
+ color: #5bc0de;
+ background-color: #fff;
+}
+.notification_widget.danger {
+ color: #fff;
+ background-color: #d9534f;
+ border-color: #d43f3a;
+}
+.notification_widget.danger:focus,
+.notification_widget.danger.focus {
+ color: #fff;
+ background-color: #c9302c;
+ border-color: #761c19;
+}
+.notification_widget.danger:hover {
+ color: #fff;
+ background-color: #c9302c;
+ border-color: #ac2925;
+}
+.notification_widget.danger:active,
+.notification_widget.danger.active,
+.open > .dropdown-toggle.notification_widget.danger {
+ color: #fff;
+ background-color: #c9302c;
+ border-color: #ac2925;
+}
+.notification_widget.danger:active:hover,
+.notification_widget.danger.active:hover,
+.open > .dropdown-toggle.notification_widget.danger:hover,
+.notification_widget.danger:active:focus,
+.notification_widget.danger.active:focus,
+.open > .dropdown-toggle.notification_widget.danger:focus,
+.notification_widget.danger:active.focus,
+.notification_widget.danger.active.focus,
+.open > .dropdown-toggle.notification_widget.danger.focus {
+ color: #fff;
+ background-color: #ac2925;
+ border-color: #761c19;
+}
+.notification_widget.danger:active,
+.notification_widget.danger.active,
+.open > .dropdown-toggle.notification_widget.danger {
+ background-image: none;
+}
+.notification_widget.danger.disabled:hover,
+.notification_widget.danger[disabled]:hover,
+fieldset[disabled] .notification_widget.danger:hover,
+.notification_widget.danger.disabled:focus,
+.notification_widget.danger[disabled]:focus,
+fieldset[disabled] .notification_widget.danger:focus,
+.notification_widget.danger.disabled.focus,
+.notification_widget.danger[disabled].focus,
+fieldset[disabled] .notification_widget.danger.focus {
+ background-color: #d9534f;
+ border-color: #d43f3a;
+}
+.notification_widget.danger .badge {
+ color: #d9534f;
+ background-color: #fff;
+}
+div#pager {
+ background-color: #fff;
+ font-size: 14px;
+ line-height: 20px;
+ overflow: hidden;
+ display: none;
+ position: fixed;
+ bottom: 0px;
+ width: 100%;
+ max-height: 50%;
+ padding-top: 8px;
+ -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ /* Display over codemirror */
+ z-index: 100;
+ /* Hack which prevents jquery ui resizable from changing top. */
+ top: auto !important;
+}
+div#pager pre {
+ line-height: 1.21429em;
+ color: #000;
+ background-color: #f7f7f7;
+ padding: 0.4em;
+}
+div#pager #pager-button-area {
+ position: absolute;
+ top: 8px;
+ right: 20px;
+}
+div#pager #pager-contents {
+ position: relative;
+ overflow: auto;
+ width: 100%;
+ height: 100%;
+}
+div#pager #pager-contents #pager-container {
+ position: relative;
+ padding: 15px 0px;
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+}
+div#pager .ui-resizable-handle {
+ top: 0px;
+ height: 8px;
+ background: #f7f7f7;
+ border-top: 1px solid #cfcfcf;
+ border-bottom: 1px solid #cfcfcf;
+ /* This injects handle bars (a short, wide = symbol) for
+ the resize handle. */
+}
+div#pager .ui-resizable-handle::after {
+ content: '';
+ top: 2px;
+ left: 50%;
+ height: 3px;
+ width: 30px;
+ margin-left: -15px;
+ position: absolute;
+ border-top: 1px solid #cfcfcf;
+}
+.quickhelp {
+ /* Old browsers */
+ display: -webkit-box;
+ -webkit-box-orient: horizontal;
+ -webkit-box-align: stretch;
+ display: -moz-box;
+ -moz-box-orient: horizontal;
+ -moz-box-align: stretch;
+ display: box;
+ box-orient: horizontal;
+ box-align: stretch;
+ /* Modern browsers */
+ display: flex;
+ flex-direction: row;
+ align-items: stretch;
+ line-height: 1.8em;
+}
+.shortcut_key {
+ display: inline-block;
+ width: 21ex;
+ text-align: right;
+ font-family: monospace;
+}
+.shortcut_descr {
+ display: inline-block;
+ /* Old browsers */
+ -webkit-box-flex: 1;
+ -moz-box-flex: 1;
+ box-flex: 1;
+ /* Modern browsers */
+ flex: 1;
+}
+span.save_widget {
+ height: 30px;
+ margin-top: 4px;
+ display: flex;
+ justify-content: flex-start;
+ align-items: baseline;
+ width: 50%;
+ flex: 1;
+}
+span.save_widget span.filename {
+ height: 100%;
+ line-height: 1em;
+ margin-left: 16px;
+ border: none;
+ font-size: 146.5%;
+ text-overflow: ellipsis;
+ overflow: hidden;
+ white-space: nowrap;
+ border-radius: 2px;
+}
+span.save_widget span.filename:hover {
+ background-color: #e6e6e6;
+}
+[dir="rtl"] span.save_widget.pull-left {
+ float: right !important;
+ float: right;
+}
+[dir="rtl"] span.save_widget span.filename {
+ margin-left: 0;
+ margin-right: 16px;
+}
+span.checkpoint_status,
+span.autosave_status {
+ font-size: small;
+ white-space: nowrap;
+ padding: 0 5px;
+}
+@media (max-width: 767px) {
+ span.save_widget {
+ font-size: small;
+ padding: 0 0 0 5px;
+ }
+ span.checkpoint_status,
+ span.autosave_status {
+ display: none;
+ }
+}
+@media (min-width: 768px) and (max-width: 991px) {
+ span.checkpoint_status {
+ display: none;
+ }
+ span.autosave_status {
+ font-size: x-small;
+ }
+}
+.toolbar {
+ padding: 0px;
+ margin-left: -5px;
+ margin-top: 2px;
+ margin-bottom: 5px;
+ box-sizing: border-box;
+ -moz-box-sizing: border-box;
+ -webkit-box-sizing: border-box;
+}
+.toolbar select,
+.toolbar label {
+ width: auto;
+ vertical-align: middle;
+ margin-right: 2px;
+ margin-bottom: 0px;
+ display: inline;
+ font-size: 92%;
+ margin-left: 0.3em;
+ margin-right: 0.3em;
+ padding: 0px;
+ padding-top: 3px;
+}
+.toolbar .btn {
+ padding: 2px 8px;
+}
+.toolbar .btn-group {
+ margin-top: 0px;
+ margin-left: 5px;
+}
+.toolbar-btn-label {
+ margin-left: 6px;
+}
+#maintoolbar {
+ margin-bottom: -3px;
+ margin-top: -8px;
+ border: 0px;
+ min-height: 27px;
+ margin-left: 0px;
+ padding-top: 11px;
+ padding-bottom: 3px;
+}
+#maintoolbar .navbar-text {
+ float: none;
+ vertical-align: middle;
+ text-align: right;
+ margin-left: 5px;
+ margin-right: 0px;
+ margin-top: 0px;
+}
+.select-xs {
+ height: 24px;
+}
+[dir="rtl"] .btn-group > .btn,
+.btn-group-vertical > .btn {
+ float: right;
+}
+.pulse,
+.dropdown-menu > li > a.pulse,
+li.pulse > a.dropdown-toggle,
+li.pulse.open > a.dropdown-toggle {
+ background-color: #F37626;
+ color: white;
+}
+/**
+ * Primary styles
+ *
+ * Author: Jupyter Development Team
+ */
+/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
+ * of chance of beeing generated from the ../less/[samename].less file, you can
+ * try to get back the less file by reverting somme commit in history
+ **/
+/*
+ * We'll try to get something pretty, so we
+ * have some strange css to have the scroll bar on
+ * the left with fix button on the top right of the tooltip
+ */
+@-moz-keyframes fadeOut {
+ from {
+ opacity: 1;
+ }
+ to {
+ opacity: 0;
+ }
+}
+@-webkit-keyframes fadeOut {
+ from {
+ opacity: 1;
+ }
+ to {
+ opacity: 0;
+ }
+}
+@-moz-keyframes fadeIn {
+ from {
+ opacity: 0;
+ }
+ to {
+ opacity: 1;
+ }
+}
+@-webkit-keyframes fadeIn {
+ from {
+ opacity: 0;
+ }
+ to {
+ opacity: 1;
+ }
+}
+/*properties of tooltip after "expand"*/
+.bigtooltip {
+ overflow: auto;
+ height: 200px;
+ -webkit-transition-property: height;
+ -webkit-transition-duration: 500ms;
+ -moz-transition-property: height;
+ -moz-transition-duration: 500ms;
+ transition-property: height;
+ transition-duration: 500ms;
+}
+/*properties of tooltip before "expand"*/
+.smalltooltip {
+ -webkit-transition-property: height;
+ -webkit-transition-duration: 500ms;
+ -moz-transition-property: height;
+ -moz-transition-duration: 500ms;
+ transition-property: height;
+ transition-duration: 500ms;
+ text-overflow: ellipsis;
+ overflow: hidden;
+ height: 80px;
+}
+.tooltipbuttons {
+ position: absolute;
+ padding-right: 15px;
+ top: 0px;
+ right: 0px;
+}
+.tooltiptext {
+ /*avoid the button to overlap on some docstring*/
+ padding-right: 30px;
+}
+.ipython_tooltip {
+ max-width: 700px;
+ /*fade-in animation when inserted*/
+ -webkit-animation: fadeOut 400ms;
+ -moz-animation: fadeOut 400ms;
+ animation: fadeOut 400ms;
+ -webkit-animation: fadeIn 400ms;
+ -moz-animation: fadeIn 400ms;
+ animation: fadeIn 400ms;
+ vertical-align: middle;
+ background-color: #f7f7f7;
+ overflow: visible;
+ border: #ababab 1px solid;
+ outline: none;
+ padding: 3px;
+ margin: 0px;
+ padding-left: 7px;
+ font-family: monospace;
+ min-height: 50px;
+ -moz-box-shadow: 0px 6px 10px -1px #adadad;
+ -webkit-box-shadow: 0px 6px 10px -1px #adadad;
+ box-shadow: 0px 6px 10px -1px #adadad;
+ border-radius: 2px;
+ position: absolute;
+ z-index: 1000;
+}
+.ipython_tooltip a {
+ float: right;
+}
+.ipython_tooltip .tooltiptext pre {
+ border: 0;
+ border-radius: 0;
+ font-size: 100%;
+ background-color: #f7f7f7;
+}
+.pretooltiparrow {
+ left: 0px;
+ margin: 0px;
+ top: -16px;
+ width: 40px;
+ height: 16px;
+ overflow: hidden;
+ position: absolute;
+}
+.pretooltiparrow:before {
+ background-color: #f7f7f7;
+ border: 1px #ababab solid;
+ z-index: 11;
+ content: "";
+ position: absolute;
+ left: 15px;
+ top: 10px;
+ width: 25px;
+ height: 25px;
+ -webkit-transform: rotate(45deg);
+ -moz-transform: rotate(45deg);
+ -ms-transform: rotate(45deg);
+ -o-transform: rotate(45deg);
+}
+ul.typeahead-list i {
+ margin-left: -10px;
+ width: 18px;
+}
+[dir="rtl"] ul.typeahead-list i {
+ margin-left: 0;
+ margin-right: -10px;
+}
+ul.typeahead-list {
+ max-height: 80vh;
+ overflow: auto;
+}
+ul.typeahead-list > li > a {
+ /** Firefox bug **/
+ /* see https://github.com/jupyter/notebook/issues/559 */
+ white-space: normal;
+}
+ul.typeahead-list > li > a.pull-right {
+ float: left !important;
+ float: left;
+}
+[dir="rtl"] .typeahead-list {
+ text-align: right;
+}
+.cmd-palette .modal-body {
+ padding: 7px;
+}
+.cmd-palette form {
+ background: white;
+}
+.cmd-palette input {
+ outline: none;
+}
+.no-shortcut {
+ min-width: 20px;
+ color: transparent;
+}
+[dir="rtl"] .no-shortcut.pull-right {
+ float: left !important;
+ float: left;
+}
+[dir="rtl"] .command-shortcut.pull-right {
+ float: left !important;
+ float: left;
+}
+.command-shortcut:before {
+ content: "(command mode)";
+ padding-right: 3px;
+ color: #777777;
+}
+.edit-shortcut:before {
+ content: "(edit)";
+ padding-right: 3px;
+ color: #777777;
+}
+[dir="rtl"] .edit-shortcut.pull-right {
+ float: left !important;
+ float: left;
+}
+#find-and-replace #replace-preview .match,
+#find-and-replace #replace-preview .insert {
+ background-color: #BBDEFB;
+ border-color: #90CAF9;
+ border-style: solid;
+ border-width: 1px;
+ border-radius: 0px;
+}
+[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
+ border-left: none;
+}
+[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
+ border-right: none;
+}
+#find-and-replace #replace-preview .replace .match {
+ background-color: #FFCDD2;
+ border-color: #EF9A9A;
+ border-radius: 0px;
+}
+#find-and-replace #replace-preview .replace .insert {
+ background-color: #C8E6C9;
+ border-color: #A5D6A7;
+ border-radius: 0px;
+}
+#find-and-replace #replace-preview {
+ max-height: 60vh;
+ overflow: auto;
+}
+#find-and-replace #replace-preview pre {
+ padding: 5px 10px;
+}
+.terminal-app {
+ background: #EEE;
+}
+.terminal-app #header {
+ background: #fff;
+ -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+ box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
+}
+.terminal-app .terminal {
+ width: 100%;
+ float: left;
+ font-family: monospace;
+ color: white;
+ background: black;
+ padding: 0.4em;
+ border-radius: 2px;
+ -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
+ box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
+}
+.terminal-app .terminal,
+.terminal-app .terminal dummy-screen {
+ line-height: 1em;
+ font-size: 14px;
+}
+.terminal-app .terminal .xterm-rows {
+ padding: 10px;
+}
+.terminal-app .terminal-cursor {
+ color: black;
+ background: white;
+}
+.terminal-app #terminado-container {
+ margin-top: 20px;
+}
+/*# sourceMappingURL=style.min.css.map */
+ </style>
+<style type="text/css">
+ .highlight .hll { background-color: #ffffcc }
+.highlight { background: #f8f8f8; }
+.highlight .c { color: #408080; font-style: italic } /* Comment */
+.highlight .err { border: 1px solid #FF0000 } /* Error */
+.highlight .k { color: #008000; font-weight: bold } /* Keyword */
+.highlight .o { color: #666666 } /* Operator */
+.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
+.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
+.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
+.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
+.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
+.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
+.highlight .gd { color: #A00000 } /* Generic.Deleted */
+.highlight .ge { font-style: italic } /* Generic.Emph */
+.highlight .gr { color: #FF0000 } /* Generic.Error */
+.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
+.highlight .gi { color: #00A000 } /* Generic.Inserted */
+.highlight .go { color: #888888 } /* Generic.Output */
+.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
+.highlight .gs { font-weight: bold } /* Generic.Strong */
+.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
+.highlight .gt { color: #0044DD } /* Generic.Traceback */
+.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
+.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
+.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
+.highlight .kp { color: #008000 } /* Keyword.Pseudo */
+.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
+.highlight .kt { color: #B00040 } /* Keyword.Type */
+.highlight .m { color: #666666 } /* Literal.Number */
+.highlight .s { color: #BA2121 } /* Literal.String */
+.highlight .na { color: #7D9029 } /* Name.Attribute */
+.highlight .nb { color: #008000 } /* Name.Builtin */
+.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
+.highlight .no { color: #880000 } /* Name.Constant */
+.highlight .nd { color: #AA22FF } /* Name.Decorator */
+.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
+.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
+.highlight .nf { color: #0000FF } /* Name.Function */
+.highlight .nl { color: #A0A000 } /* Name.Label */
+.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
+.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
+.highlight .nv { color: #19177C } /* Name.Variable */
+.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
+.highlight .w { color: #bbbbbb } /* Text.Whitespace */
+.highlight .mb { color: #666666 } /* Literal.Number.Bin */
+.highlight .mf { color: #666666 } /* Literal.Number.Float */
+.highlight .mh { color: #666666 } /* Literal.Number.Hex */
+.highlight .mi { color: #666666 } /* Literal.Number.Integer */
+.highlight .mo { color: #666666 } /* Literal.Number.Oct */
+.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
+.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
+.highlight .sc { color: #BA2121 } /* Literal.String.Char */
+.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
+.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
+.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
+.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
+.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
+.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
+.highlight .sx { color: #008000 } /* Literal.String.Other */
+.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
+.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
+.highlight .ss { color: #19177C } /* Literal.String.Symbol */
+.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
+.highlight .fm { color: #0000FF } /* Name.Function.Magic */
+.highlight .vc { color: #19177C } /* Name.Variable.Class */
+.highlight .vg { color: #19177C } /* Name.Variable.Global */
+.highlight .vi { color: #19177C } /* Name.Variable.Instance */
+.highlight .vm { color: #19177C } /* Name.Variable.Magic */
+.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
+ </style>
+
+
+<style type="text/css">
+/* Overrides of notebook CSS for static HTML export */
+body {
+ overflow: visible;
+ padding: 8px;
+}
+
+div#notebook {
+ overflow: visible;
+ border-top: none;
+}@media print {
+ div.cell {
+ display: block;
+ page-break-inside: avoid;
+ }
+ div.output_wrapper {
+ display: block;
+ page-break-inside: avoid;
+ }
+ div.output {
+ display: block;
+ page-break-inside: avoid;
+ }
+}
+</style>
+
+<!-- Custom stylesheet, it must be in the same directory as the html file -->
+<link rel="stylesheet" href="custom.css">
+
+<!-- Loading mathjax macro -->
+<!-- Load mathjax -->
+ <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/latest.js?config=TeX-AMS_HTML"></script>
+ <!-- MathJax configuration -->
+ <script type="text/x-mathjax-config">
+ MathJax.Hub.Config({
+ tex2jax: {
+ inlineMath: [ ['$','$'], ["\\(","\\)"] ],
+ displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
+ processEscapes: true,
+ processEnvironments: true
+ },
+ // Center justify equations in code and markdown cells. Elsewhere
+ // we use CSS to left justify single line equations in code cells.
+ displayAlign: 'center',
+ "HTML-CSS": {
+ styles: {'.MathJax_Display': {"margin": 0}},
+ linebreaks: { automatic: true }
+ }
+ });
+ </script>
+ <!-- End of mathjax configuration --></head>
+<body>
+ <div tabindex="-1" id="notebook" class="border-box-sizing">
+ <div class="container" id="notebook-container">
+
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h1 id="José-Miguel-Ladino-Méndez---Maestría-en-Ciencias-Astronomía---UNAL">José Miguel Ladino Méndez - Maestría en Ciencias Astronomía - UNAL<a class="anchor-link" href="#José-Miguel-Ladino-Méndez---Maestría-en-Ciencias-Astronomía---UNAL">¶</a></h1><h1 id="LACoNGA-Physics---Ciencia-de-Datos---Tarea-Clase-08-datos">LACoNGA Physics - Ciencia de Datos - Tarea-Clase-08-datos<a class="anchor-link" href="#LACoNGA-Physics---Ciencia-de-Datos---Tarea-Clase-08-datos">¶</a></h1>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
+</div><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h2 id="Documento-ROOT-C++-para-convertir-.csv-data-a-.root">Documento ROOT C++ para convertir .csv data a .root<a class="anchor-link" href="#Documento-ROOT-C++-para-convertir-.csv-data-a-.root">¶</a></h2><h2 id="Realizado-desde-la-maquina-virtual-de-Atlas-Open-Data-ubuntu-2020-v4-a-través-de-Oracle-VM-VirtualBox.">Realizado desde la maquina virtual de Atlas-Open-Data-ubuntu-2020-v4 a través de Oracle VM VirtualBox.<a class="anchor-link" href="#Realizado-desde-la-maquina-virtual-de-Atlas-Open-Data-ubuntu-2020-v4-a-través-de-Oracle-VM-VirtualBox.">¶</a></h2><h4 id="Datos-.csv-con-las-temperaturas,-las-luminosidades,-los-radios,-las-magnitudes-absolutas,-los-tipos,-los-colores-y-las-correspondientes-clasificaciónes-espectrales-de-240-estrellas-(base-de-datos-de-Kaggle).">Datos .csv con las temperaturas, las luminosidades, los radios, las magnitudes absolutas, los tipos, los colores y las correspondientes clasificaciónes espectrales de 240 estrellas (<a href="https://www.kaggle.com/deepu1109/star-dataset?select=6+class+csv.csv">base de datos de Kaggle</a>).<a class="anchor-link" href="#Datos-.csv-con-las-temperaturas,-las-luminosidades,-los-radios,-las-magnitudes-absolutas,-los-tipos,-los-colores-y-las-correspondientes-clasificaciónes-espectrales-de-240-estrellas-(base-de-datos-de-Kaggle).">¶</a></h4>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [1]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-c++"><pre><span></span><span class="o">%</span><span class="n">jsroot</span> <span class="n">on</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [2]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-c++"><pre><span></span><span class="n">TString</span> <span class="n">dir</span> <span class="o">=</span> <span class="n">gSystem</span><span class="o">-></span><span class="n">UnixPathName</span><span class="p">(</span><span class="n">__FILE__</span><span class="p">);</span>
+<span class="n">dir</span><span class="p">.</span><span class="n">ReplaceAll</span><span class="p">(</span><span class="s">"stars.C"</span><span class="p">,</span><span class="s">""</span><span class="p">);</span>
+<span class="n">dir</span><span class="p">.</span><span class="n">ReplaceAll</span><span class="p">(</span><span class="s">"/./"</span><span class="p">,</span><span class="s">"/"</span><span class="p">);</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [3]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-c++"><pre><span></span><span class="n">TFile</span> <span class="o">*</span><span class="n">f</span> <span class="o">=</span> <span class="k">new</span> <span class="n">TFile</span><span class="p">(</span><span class="s">"starsmod.root"</span><span class="p">,</span><span class="s">"RECREATE"</span><span class="p">);</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [4]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-c++"><pre><span></span><span class="n">TTree</span> <span class="o">*</span><span class="n">tree</span> <span class="o">=</span> <span class="k">new</span> <span class="n">TTree</span><span class="p">(</span><span class="s">"ntuple"</span><span class="p">,</span><span class="s">"data from csv file"</span><span class="p">);</span>
+<span class="c1">// The file inside has ----> Indice, Temperature (K), Luminosity(L/Lo), Radius(R/Ro), Absolute magnitude(Mv), Star type, Star color, Spectral Class</span>
+<span class="n">tree</span><span class="o">-></span><span class="n">ReadFile</span><span class="p">(</span><span class="s">"starsmod.csv"</span><span class="p">,</span><span class="s">"index/I:Temperature/F:Luminosity/F:Radius/F:Absolute_magnitude/F:Star_type/C:Star_color/C:Spectral_Class/C"</span><span class="p">,</span><span class="sc">','</span><span class="p">);</span>
+<span class="n">f</span><span class="o">-></span><span class="n">Write</span><span class="p">();</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+
+<div class="output_area">
+
+ <div class="prompt"></div>
+
+
+<div class="output_subarea output_stream output_stderr output_text">
+<pre>Warning in <TTree::ReadStream>: Couldn't read formatted data in "Temperature(K)" for branch Temperature on line 1; ignoring line
+Warning in <TTree::ReadStream>: Read too few columns (2 < 8) in line 1; ignoring line
+</pre>
+</div>
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+<div class="prompt input_prompt">In [5]:</div>
+<div class="inner_cell">
+ <div class="input_area">
+<div class=" highlight hl-c++"><pre><span></span><span class="n">TFile</span> <span class="o">*</span><span class="n">_file0</span> <span class="o">=</span> <span class="n">TFile</span><span class="o">::</span><span class="n">Open</span><span class="p">(</span><span class="s">"starsmod.root"</span><span class="p">);</span>
+</pre></div>
+
+ </div>
+</div>
+</div>
+
+</div>
+ </div>
+ </div>
+</body>
+
+
+
+
+</html>
diff --git a/codigo/convert_csv_to_root.ipynb b/codigo/convert_csv_to_root.ipynb
new file mode 100644
index 0000000..3da099e
--- /dev/null
+++ b/codigo/convert_csv_to_root.ipynb
@@ -0,0 +1,99 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# José Miguel Ladino Méndez - MaestrÃa en Ciencias AstronomÃa - UNAL\n",
+ "# LACoNGA Physics - Ciencia de Datos - Tarea-Clase-08-datos"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Documento ROOT C++ para convertir .csv data a .root\n",
+ "\n",
+ "## Realizado desde la maquina virtual de Atlas-Open-Data-ubuntu-2020-v4 a través de Oracle VM VirtualBox.\n",
+ "\n",
+ "#### Datos .csv con las temperaturas, las luminosidades, los radios, las magnitudes absolutas, los tipos, los colores y las correspondientes clasificaciónes espectrales de 240 estrellas ([base de datos de Kaggle]). \n",
+ "\n",
+ "[base de datos de Kaggle]: https://www.kaggle.com/deepu1109/star-dataset?select=6+class+csv.csv"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%jsroot on"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "TString dir = gSystem->UnixPathName(__FILE__);\n",
+ "dir.ReplaceAll(\"stars.C\",\"\");\n",
+ "dir.ReplaceAll(\"/./\",\"/\");"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "TFile *f = new TFile(\"starsmod.root\",\"RECREATE\");"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Warning in <TTree::ReadStream>: Couldn't read formatted data in \"Temperature(K)\" for branch Temperature on line 1; ignoring line\n",
+ "Warning in <TTree::ReadStream>: Read too few columns (2 < 8) in line 1; ignoring line\n"
+ ]
+ }
+ ],
+ "source": [
+ "TTree *tree = new TTree(\"ntuple\",\"data from csv file\");\n",
+ "// The file inside has ----> Indice, Temperature (K), Luminosity(L/Lo), Radius(R/Ro), Absolute magnitude(Mv), Star type, Star color, Spectral Class\n",
+ "tree->ReadFile(\"starsmod.csv\",\"index/I:Temperature/F:Luminosity/F:Radius/F:Absolute_magnitude/F:Star_type/C:Star_color/C:Spectral_Class/C\",',');\n",
+ "f->Write();"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "TFile *_file0 = TFile::Open(\"starsmod.root\");"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "ROOT C++",
+ "language": "c++",
+ "name": "root"
+ },
+ "language_info": {
+ "codemirror_mode": "text/x-c++src",
+ "file_extension": ".C",
+ "mimetype": " text/x-c++src",
+ "name": "c++"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/data-used/stars.csv b/data-used/stars.csv
new file mode 100644
index 0000000..302d9c1
--- /dev/null
+++ b/data-used/stars.csv
@@ -0,0 +1,241 @@
+Temperature(K),Luminosity(L/Lo),Radius(R/Ro),Absolute_magnitude(Mv),Star_type,Star_color,Spectral_Class
+3068,0.0024,0.17,16.12,0,Red,M
+3042,0.0005,0.1542,16.6,0,Red,M
+2600,0.0003,0.102,18.7,0,Red,M
+2800,0.0002,0.16,16.65,0,Red,M
+1939,0.000138,0.103,20.06,0,Red,M
+2840,0.00065,0.11,16.98,0,Red,M
+2637,0.00073,0.127,17.22,0,Red,M
+2600,0.0004,0.096,17.4,0,Red,M
+2650,0.00069,0.11,17.45,0,Red,M
+2700,0.00018,0.13,16.05,0,Red,M
+3600,0.0029,0.51,10.69,1,Red,M
+3129,0.0122,0.3761,11.79,1,Red,M
+3134,0.0004,0.196,13.21,1,Red,M
+3628,0.0055,0.393,10.48,1,Red,M
+2650,0.0006,0.14,11.782,1,Red,M
+3340,0.0038,0.24,13.07,1,Red,M
+2799,0.0018,0.16,14.79,1,Red,M
+3692,0.00367,0.47,10.8,1,Red,M
+3192,0.00362,0.1967,13.53,1,Red,M
+3441,0.039,0.351,11.18,1,Red,M
+25000,0.056,0.0084,10.58,2,Blue White,B
+7740,0.00049,0.01234,14.02,2,White,A
+7220,0.00017,0.011,14.23,2,White,F
+8500,0.0005,0.01,14.5,2,White,A
+16500,0.013,0.014,11.89,2,Blue White,B
+12990,0.000085,0.00984,12.23,2,Yellowish White,F
+8570,0.00081,0.0097,14.2,2,Blue white,A
+7700,0.00011,0.0128,14.47,2,Yellowish White,F
+11790,0.00015,0.011,12.59,2,Yellowish White,F
+7230,0.00008,0.013,14.08,2,Pale yellow orange,F
+39000,204000,10.6,-4.7,3,Blue,O
+30000,28840,6.3,-4.2,3,Blue-white,B
+15276,1136,7.2,-1.97,3,Blue-white,B
+9700,74,2.89,0.16,3,Whitish,B
+5800,0.81,0.9,5.05,3,yellow-white,F
+8052,8.7,1.8,2.42,3,Whitish,A
+6757,1.43,1.12,2.41,3,yellow-white,F
+6380,1.35,0.98,2.93,3,yellow-white,F
+5936,1.357,1.106,4.46,3,yellow-white,F
+5587,0.819,0.99,5.03,3,yellow-white,F
+3826,200000,19,-6.93,4,Red,M
+3365,340000,23,-6.2,4,Red,M
+3270,150000,88,-6.02,4,Red,M
+3200,195000,17,-7.22,4,Red,M
+3008,280000,25,-6,4,Red,M
+3600,320000,29,-6.6,4,Red,M
+3575,123000,45,-6.78,4,Red,M
+3574,200000,89,-5.24,4,Red,M
+3625,184000,84,-6.74,4,Red,M
+33750,220000,26,-6.1,4,Blue,B
+3490,270000,1520,-9.4,5,Red,M
+3750,283000,1260,-7.63,5,Red,M
+3834,272000,1183,-9.2,5,Red,M
+3749,550000,1648,-8.05,5,Orange,M
+3650,310000,1324,-7.79,5,Red,M
+3450,263000,1349,-11.75,5,Red,M
+3660,363000,1673,-11.92,5,Red,M
+3450,174000,1284,-11.28,5,Red,M
+3752,209000,955,-11.24,5,Red,M
+3535,195000,1546,-11.36,5,Red,M
+3341,0.0056,0.057,16.23,0,Red,M
+3432,0.00067,0.19,16.94,0,Red,M
+2983,0.00024,0.094,16.09,0,Red,M
+2835,0.00034,0.0918,16.96,0,Red,M
+2935,0.00014,0.116,18.89,0,Red,M
+3295,0.00098,0.132,17.13,0,Red,M
+2945,0.00032,0.093,18.34,0,Red,M
+2817,0.00098,0.0911,16.45,0,Red,M
+2774,0.00036,0.118,17.39,0,Red,M
+2871,0.00072,0.12,19.43,0,Red,M
+3345,0.021,0.273,12.3,1,Red,M
+3607,0.022,0.38,10.12,1,Red,M
+3304,0.0085,0.18,13.2,1,Red,M
+3150,0.0088,0.35,11.94,1,Red,M
+3550,0.004,0.291,10.89,1,Red,M
+3180,0.001,0.35,11.76,1,Red,M
+2890,0.0034,0.24,13.46,1,Red,M
+3342,0.0015,0.307,11.87,1,Red,M
+2621,0.0006,0.098,12.81,1,Red,M
+3158,0.00135,0.161,13.98,1,Red,M
+7100,0.00029,0.012,14.09,2,White-Yellow,F
+10574,0.00014,0.0092,12.02,2,White,F
+8930,0.00056,0.0095,13.78,2,white,A
+17200,0.00098,0.015,12.45,2,Blue White,B
+14100,0.00067,0.0089,12.17,2,Blue White,B
+9675,0.00045,0.0109,13.98,2,Blue White,A
+12010,0.00078,0.0092,12.13,2,Blue White,B
+10980,0.00074,0.0087,11.19,2,Blue White,B
+13720,0.00018,0.00892,12.97,2,white,F
+19860,0.0011,0.0131,11.34,2,Blue ,B
+5300,0.59,0.91,5.49,3,yellow-white,F
+4526,0.153,0.865,6.506,3,yellowish,K
+4077,0.085,0.795,6.228,3,yellowish,K
+4980,0.357,1.13,4.78,3,Yellowish,K
+9030,45,2.63,1.45,3,Blue-white,A
+11250,672,6.98,-2.3,3,Blue-white,A
+5112,0.63,0.876,4.68,3,Orange-Red,K
+7720,7.92,1.34,2.44,3,yellow-white,F
+12098,689,7.01,0.02,3,Blue-white,A
+36108,198000,10.2,-4.4,3,Blue,O
+33300,240000,12,-6.5,4,Blue,B
+40000,813000,14,-6.23,4,Blue,O
+23000,127000,36,-5.76,4,Blue,O
+17120,235000,83,-6.89,4,Blue,O
+11096,112000,12,-5.91,4,Blue,O
+14245,231000,42,-6.12,4,Blue,O
+24630,363000,63,-5.83,4,Blue,O
+12893,184000,36,-6.34,4,Blue,O
+24345,142000,57,-6.24,4,Blue,O
+33421,352000,67,-5.79,4,Blue,O
+3459,100000,1289,-10.7,5,Red,M
+3605,126000,1124,-10.81,5,Red,M
+3615,200000,1635,-11.33,5,Red,M
+3399,117000,1486,-10.92,5,Red,M
+3610,132000,1522,-10.86,5,Red,M
+3553,145000,1324,-11.03,5,Red,M
+4015,282000,1534,-11.39,5,Red,K
+3625,74000,876,-10.25,5,Red,M
+6850,229000,1467,-10.07,5,Red,G
+3780,200000,1324,-10.7,5,Red,M
+3323,0.00043,0.0912,17.16,0,Red,M
+3531,0.00093,0.0976,19.94,0,Red,M
+3218,0.00054,0.11,20.02,0,Red,M
+3146,0.00015,0.0932,16.92,0,Red,M
+3511,0.00064,0.109,17.12,0,Red,M
+3225,0.00076,0.121,19.63,0,Red,M
+2935,0.00087,0.0932,16.88,0,Red,M
+2861,0.00019,0.0899,16.71,0,Red,M
+2856,0.000896,0.0782,19.56,0,Red,M
+2731,0.000437,0.0856,18.09,0,Red,M
+3095,0.00019,0.492,10.87,1,Red,M
+3607,0.00023,0.38,10.34,1,Red,M
+3100,0.008,0.31,11.17,1,Red,M
+2989,0.0087,0.34,13.12,1,Red,M
+3542,0.0009,0.62,14.23,1,Red,M
+3243,0.0023,0.73,14.75,1,Red,M
+3091,0.0081,0.24,11.43,1,Red,M
+3598,0.0011,0.56,14.26,1,Red,M
+3324,0.0034,0.34,12.23,1,Red,M
+3541,0.0013,0.256,14.33,1,Red,M
+13420,0.00059,0.00981,13.67,2,Blue White,B
+21020,0.0015,0.0112,11.52,2,Blue,B
+18290,0.0013,0.00934,12.78,2,Blue,B
+14520,0.00082,0.00972,11.92,2,Blue White,B
+11900,0.00067,0.00898,11.38,2,Blue white ,B
+8924,0.00028,0.00879,14.87,2,Blue white,A
+12912,0.00071,0.00945,12.83,2,Blue white,B
+14732,0.00011,0.00892,12.89,2,white,F
+7723,0.00014,0.00878,14.81,2,White,A
+12984,0.00088,0.00996,11.23,2,Blue White,B
+29560,188000,6.02,-4.01,3,Blue-white,B
+8945,38,2.487,0.12,3,Blue-White,A
+14060,1092,5.745,-2.04,3,Blue-white,A
+16390,1278,5.68,-3.32,3,Blue-white,B
+25070,14500,5.92,-3.98,3,Blue-white,B
+28700,16790,6.4,-4.09,3,Blue-white,B
+26140,14520,5.49,-3.8,3,Blue-white,B
+20120,4720,6.78,-3.4,3,Blue-white,B
+13023,998,6.21,-1.38,3,Blue-white,A
+37800,202900,6.86,-4.56,3,Blue,O
+25390,223000,57,-5.92,4,Blue,O
+11567,251000,36,-6.245,4,Blue,O
+12675,452000,83,-5.62,4,Blue,O
+5752,245000,97,-6.63,4,Blue,O
+8927,239000,35,-7.34,4,Blue,O
+7282,131000,24,-7.22,4,Blue,O
+19923,152000,73,-5.69,4,Blue,O
+26373,198000,39,-5.83,4,Blue,O
+17383,342900,30,-6.09,4,Blue,O
+9373,424520,24,-5.99,4,Blue,O
+3570,320000,1480,-7.58,5,Red,M
+3500,138000,1420,-8.18,5,Red,M
+4287,630000,1315,-9.2,5,Orange,K
+26000,316000,1679,-9.1,5,Blue,B
+3600,240000,1190,-7.89,5,Red,M
+3614,145000,1553,-7.71,5,Red,M
+18000,200000,1045,-8.3,5,Blue,O
+11000,170000,1779,-9.9,5,Blue-white,B
+12100,120000,708.9,-7.84,5,Blue-white,B
+24490,248490,1134.5,-8.24,5,Blue-white,B
+2831,0.000231,0.0915,16.21,0,Red,M
+2914,0.000631,0.116,18.39,0,Red,M
+3419,0.000245,0.126,17.56,0,Red,M
+3218,0.000452,0.0987,17.34,0,Red,M
+3453,0.000621,0.0773,17.08,0,Red,M
+2889,0.000352,0.0973,16.93,0,Red,M
+2968,0.000461,0.119,17.45,0,Red,M
+3484,0.000551,0.0998,16.67,0,Red,M
+2778,0.000849,0.112,19.45,0,Red,M
+3523,0.000957,0.129,16.35,0,Red,M
+3462,0.0053,0.148,11.47,1,Red,M
+3257,0.0024,0.46,10.73,1,Red,M
+2994,0.0072,0.28,13.45,1,Red,M
+3212,0.0016,0.378,12.854,1,Red,M
+3523,0.0054,0.319,12.43,1,Red,M
+3598,0.0027,0.67,13.667,1,Red,M
+3142,0.00132,0.258,14.12,1,Red,M
+3496,0.00125,0.336,14.94,1,Red,M
+3324,0.0065,0.471,12.78,1,Red,M
+3463,0.0027,0.675,14.776,1,Red,M
+16790,0.0014,0.0121,12.87,2,Blue,B
+15680,0.00122,0.0114,11.92,2,Blue,B
+14982,0.00118,0.0113,12.23,2,Blue,B
+13340,0.00109,0.0116,12.9,2,Blue,B
+18340,0.00134,0.0124,11.22,2,Blue,B
+19920,0.00156,0.0142,11.34,2,Blue,B
+24020,0.00159,0.0127,10.55,2,Blue,B
+23092,0.00132,0.0104,10.18,2,Blue,B
+17920,0.00111,0.0106,11.66,2,Blue,B
+19360,0.00125,0.00998,11.62,2,Blue,B
+22350,12450,6.36,-3.67,3,Blue-white,B
+10012,552,5.856,0.013,3,Blue-white,A
+13089,788,5.992,-0.12,3,Blue-white,A
+22012,6748,6.64,-2.55,3,Blue-white,B
+34190,198200,6.39,-4.57,3,Blue,O
+32460,173800,6.237,-4.36,3,Blue,O
+9320,29,1.91,1.236,3,Blue-white,A
+19400,10920,6.03,-3.08,3,Blue-white,B
+17140,883,5.653,-2.64,3,Blue-white,B
+8250,9.25,1.93,-0.98,3,yellow-white,F
+23678,244290,35,-6.27,4,Blue,O
+12749,332520,76,-7.02,4,Blue,O
+9383,342940,98,-6.98,4,Blue,O
+23440,537430,81,-5.975,4,Blue,O
+16787,246730,62,-6.35,4,Blue,O
+18734,224780,46,-7.45,4,Blue,O
+9892,593900,80,-7.262,4,Blue,O
+10930,783930,25,-6.224,4,Blue,O
+23095,347820,86,-5.905,4,Blue,O
+21738,748890,92,-7.346,4,Blue,O
+24145,382993,1494,-8.84,5,Blue-white,B
+38234,272830,1356,-9.29,5,Blue,O
+32489,648430,1948.5,-10.84,5,Blue,O
+27739,849420,1252,-7.59,5,Blue-white,B
+21904,748490,1130,-7.67,5,Blue-white,B
+38940,374830,1356,-9.93,5,Blue,O
+30839,834042,1194,-10.63,5,Blue,O
+8829,537493,1423,-10.73,5,White,A
+9235,404940,1112,-11.23,5,White,A
+37882,294903,1783,-7.8,5,Blue,O
diff --git a/data-used/starsmod.csv b/data-used/starsmod.csv
new file mode 100644
index 0000000..3a6403c
--- /dev/null
+++ b/data-used/starsmod.csv
@@ -0,0 +1,241 @@
+,Temperature(K),Luminosity(L/Lo),Radius(R/Ro),Absolute_magnitude(Mv),Star_type,Star_color,Spectral_Class
+0,3068,0.0024,0.17,16.12,0,Red,M
+1,3042,0.0005,0.1542,16.6,0,Red,M
+2,2600,0.0003,0.102,18.7,0,Red,M
+3,2800,0.0002,0.16,16.65,0,Red,M
+4,1939,0.000138,0.10300000000000001,20.06,0,Red,M
+5,2840,0.00065,0.11,16.98,0,Red,M
+6,2637,0.00073,0.127,17.22,0,Red,M
+7,2600,0.0004,0.096,17.4,0,Red,M
+8,2650,0.0006900000000000001,0.11,17.45,0,Red,M
+9,2700,0.00018,0.13,16.05,0,Red,M
+10,3600,0.0029,0.51,10.69,1,Red,M
+11,3129,0.0122,0.3761,11.79,1,Red,M
+12,3134,0.0004,0.196,13.21,1,Red,M
+13,3628,0.0055,0.39299999999999996,10.48,1,Red,M
+14,2650,0.0006,0.14,11.782,1,Red,M
+15,3340,0.0038,0.24,13.07,1,Red,M
+16,2799,0.0018,0.16,14.79,1,Red,M
+17,3692,0.00367,0.47,10.8,1,Red,M
+18,3192,0.0036200000000000004,0.1967,13.53,1,Red,M
+19,3441,0.039,0.35100000000000003,11.18,1,Red,M
+20,25000,0.055999999999999994,0.0084,10.58,2,Blue_White,B
+21,7740,0.00049,0.01234,14.02,2,White,A
+22,7220,0.00016999999999999999,0.011000000000000001,14.23,2,White,F
+23,8500,0.0005,0.01,14.5,2,White,A
+24,16500,0.013000000000000001,0.013999999999999999,11.89,2,Blue_White,B
+25,12990,8.499999999999999e-05,0.00984,12.23,2,Yellowish_White,F
+26,8570,0.00081,0.0097,14.2,2,Blue_white,A
+27,7700,0.00011,0.0128,14.47,2,Yellowish_White,F
+28,11790,0.00015,0.011000000000000001,12.59,2,Yellowish_White,F
+29,7230,8e-05,0.013000000000000001,14.08,2,Pale_yellow_orange,F
+30,39000,204000.0,10.6,-4.7,3,Blue,O
+31,30000,28840.0,6.3,-4.2,3,Blue-white,B
+32,15276,1136.0,7.2,-1.97,3,Blue-white,B
+33,9700,74.0,2.89,0.16,3,Whitish,B
+34,5800,0.81,0.9,5.05,3,yellow-white,F
+35,8052,8.7,1.8,2.42,3,Whitish,A
+36,6757,1.43,1.12,2.41,3,yellow-white,F
+37,6380,1.35,0.98,2.93,3,yellow-white,F
+38,5936,1.357,1.1059999999999999,4.46,3,yellow-white,F
+39,5587,0.8190000000000001,0.99,5.03,3,yellow-white,F
+40,3826,200000.0,19.0,-6.93,4,Red,M
+41,3365,340000.0,23.0,-6.2,4,Red,M
+42,3270,150000.0,88.0,-6.02,4,Red,M
+43,3200,195000.0,17.0,-7.22,4,Red,M
+44,3008,280000.0,25.0,-6.0,4,Red,M
+45,3600,320000.0,29.0,-6.6,4,Red,M
+46,3575,123000.0,45.0,-6.78,4,Red,M
+47,3574,200000.0,89.0,-5.24,4,Red,M
+48,3625,184000.0,84.0,-6.74,4,Red,M
+49,33750,220000.0,26.0,-6.1,4,Blue,B
+50,3490,270000.0,1520.0,-9.4,5,Red,M
+51,3750,283000.0,1260.0,-7.63,5,Red,M
+52,3834,272000.0,1183.0,-9.2,5,Red,M
+53,3749,550000.0,1648.0,-8.05,5,Orange,M
+54,3650,310000.0,1324.0,-7.79,5,Red,M
+55,3450,263000.0,1349.0,-11.75,5,Red,M
+56,3660,363000.0,1673.0,-11.92,5,Red,M
+57,3450,174000.0,1284.0,-11.28,5,Red,M
+58,3752,209000.0,955.0,-11.24,5,Red,M
+59,3535,195000.0,1546.0,-11.36,5,Red,M
+60,3341,0.0056,0.057,16.23,0,Red,M
+61,3432,0.00067,0.19,16.94,0,Red,M
+62,2983,0.00023999999999999998,0.094,16.09,0,Red,M
+63,2835,0.00033999999999999997,0.0918,16.96,0,Red,M
+64,2935,0.00014,0.11599999999999999,18.89,0,Red,M
+65,3295,0.00098,0.132,17.13,0,Red,M
+66,2945,0.00032,0.09300000000000001,18.34,0,Red,M
+67,2817,0.00098,0.0911,16.45,0,Red,M
+68,2774,0.00036,0.11800000000000001,17.39,0,Red,M
+69,2871,0.00072,0.12,19.43,0,Red,M
+70,3345,0.021,0.273,12.3,1,Red,M
+71,3607,0.022000000000000002,0.38,10.12,1,Red,M
+72,3304,0.0085,0.18,13.2,1,Red,M
+73,3150,0.0088,0.35,11.94,1,Red,M
+74,3550,0.004,0.29100000000000004,10.89,1,Red,M
+75,3180,0.001,0.35,11.76,1,Red,M
+76,2890,0.0034,0.24,13.46,1,Red,M
+77,3342,0.0015,0.307,11.87,1,Red,M
+78,2621,0.0006,0.098,12.81,1,Red,M
+79,3158,0.00135,0.161,13.98,1,Red,M
+80,7100,0.00029,0.012,14.09,2,White-Yellow,F
+81,10574,0.00014,0.0092,12.02,2,White,F
+82,8930,0.00056,0.0095,13.78,2,white,A
+83,17200,0.00098,0.015,12.45,2,Blue_White,B
+84,14100,0.00067,0.0089,12.17,2,Blue_White,B
+85,9675,0.00045,0.0109,13.98,2,Blue_White,A
+86,12010,0.00078,0.0092,12.13,2,Blue_White,B
+87,10980,0.00074,0.0087,11.19,2,Blue_White,B
+88,13720,0.00018,0.00892,12.97,2,white,F
+89,19860,0.0011,0.0131,11.34,2,Blue_,B
+90,5300,0.59,0.91,5.49,3,yellow-white,F
+91,4526,0.153,0.865,6.506,3,yellowish,K
+92,4077,0.085,0.795,6.228,3,yellowish,K
+93,4980,0.35700000000000004,1.13,4.78,3,Yellowish,K
+94,9030,45.0,2.63,1.45,3,Blue-white,A
+95,11250,672.0,6.98,-2.3,3,Blue-white,A
+96,5112,0.63,0.8759999999999999,4.68,3,Orange-Red,K
+97,7720,7.92,1.34,2.44,3,yellow-white,F
+98,12098,689.0,7.01,0.02,3,Blue-white,A
+99,36108,198000.0,10.2,-4.4,3,Blue,O
+100,33300,240000.0,12.0,-6.5,4,Blue,B
+101,40000,813000.0,14.0,-6.23,4,Blue,O
+102,23000,127000.0,36.0,-5.76,4,Blue,O
+103,17120,235000.0,83.0,-6.89,4,Blue,O
+104,11096,112000.0,12.0,-5.91,4,Blue,O
+105,14245,231000.0,42.0,-6.12,4,Blue,O
+106,24630,363000.0,63.0,-5.83,4,Blue,O
+107,12893,184000.0,36.0,-6.34,4,Blue,O
+108,24345,142000.0,57.0,-6.24,4,Blue,O
+109,33421,352000.0,67.0,-5.79,4,Blue,O
+110,3459,100000.0,1289.0,-10.7,5,Red,M
+111,3605,126000.0,1124.0,-10.81,5,Red,M
+112,3615,200000.0,1635.0,-11.33,5,Red,M
+113,3399,117000.0,1486.0,-10.92,5,Red,M
+114,3610,132000.0,1522.0,-10.86,5,Red,M
+115,3553,145000.0,1324.0,-11.03,5,Red,M
+116,4015,282000.0,1534.0,-11.39,5,Red,K
+117,3625,74000.0,876.0,-10.25,5,Red,M
+118,6850,229000.0,1467.0,-10.07,5,Red,G
+119,3780,200000.0,1324.0,-10.7,5,Red,M
+120,3323,0.00043,0.0912,17.16,0,Red,M
+121,3531,0.00093,0.0976,19.94,0,Red,M
+122,3218,0.00054,0.11,20.02,0,Red,M
+123,3146,0.00015,0.0932,16.92,0,Red,M
+124,3511,0.00064,0.109,17.12,0,Red,M
+125,3225,0.0007599999999999999,0.121,19.63,0,Red,M
+126,2935,0.0008699999999999999,0.0932,16.88,0,Red,M
+127,2861,0.00018999999999999998,0.0899,16.71,0,Red,M
+128,2856,0.0008960000000000001,0.0782,19.56,0,Red,M
+129,2731,0.000437,0.0856,18.09,0,Red,M
+130,3095,0.00018999999999999998,0.49200000000000005,10.87,1,Red,M
+131,3607,0.00022999999999999998,0.38,10.34,1,Red,M
+132,3100,0.008,0.31,11.17,1,Red,M
+133,2989,0.0087,0.34,13.12,1,Red,M
+134,3542,0.0009,0.62,14.23,1,Red,M
+135,3243,0.0023,0.73,14.75,1,Red,M
+136,3091,0.0081,0.24,11.43,1,Red,M
+137,3598,0.0011,0.56,14.26,1,Red,M
+138,3324,0.0034,0.34,12.23,1,Red,M
+139,3541,0.0013,0.256,14.33,1,Red,M
+140,13420,0.00059,0.00981,13.67,2,Blue_White,B
+141,21020,0.0015,0.0112,11.52,2,Blue,B
+142,18290,0.0013,0.009340000000000001,12.78,2,Blue,B
+143,14520,0.00082,0.00972,11.92,2,Blue_White,B
+144,11900,0.00067,0.00898,11.38,2,Blue_white_,B
+145,8924,0.00028,0.008790000000000001,14.87,2,Blue_white,A
+146,12912,0.0007099999999999999,0.00945,12.83,2,Blue_white,B
+147,14732,0.00011,0.00892,12.89,2,white,F
+148,7723,0.00014,0.00878,14.81,2,White,A
+149,12984,0.00088,0.00996,11.23,2,Blue_White,B
+150,29560,188000.0,6.02,-4.01,3,Blue-white,B
+151,8945,38.0,2.487,0.12,3,Blue-White,A
+152,14060,1092.0,5.745,-2.04,3,Blue-white,A
+153,16390,1278.0,5.68,-3.32,3,Blue-white,B
+154,25070,14500.0,5.92,-3.98,3,Blue-white,B
+155,28700,16790.0,6.4,-4.09,3,Blue-white,B
+156,26140,14520.0,5.49,-3.8,3,Blue-white,B
+157,20120,4720.0,6.78,-3.4,3,Blue-white,B
+158,13023,998.0,6.21,-1.38,3,Blue-white,A
+159,37800,202900.0,6.86,-4.56,3,Blue,O
+160,25390,223000.0,57.0,-5.92,4,Blue,O
+161,11567,251000.0,36.0,-6.245,4,Blue,O
+162,12675,452000.0,83.0,-5.62,4,Blue,O
+163,5752,245000.0,97.0,-6.63,4,Blue,O
+164,8927,239000.0,35.0,-7.34,4,Blue,O
+165,7282,131000.0,24.0,-7.22,4,Blue,O
+166,19923,152000.0,73.0,-5.69,4,Blue,O
+167,26373,198000.0,39.0,-5.83,4,Blue,O
+168,17383,342900.0,30.0,-6.09,4,Blue,O
+169,9373,424520.0,24.0,-5.99,4,Blue,O
+170,3570,320000.0,1480.0,-7.58,5,Red,M
+171,3500,138000.0,1420.0,-8.18,5,Red,M
+172,4287,630000.0,1315.0,-9.2,5,Orange,K
+173,26000,316000.0,1679.0,-9.1,5,Blue,B
+174,3600,240000.0,1190.0,-7.89,5,Red,M
+175,3614,145000.0,1553.0,-7.71,5,Red,M
+176,18000,200000.0,1045.0,-8.3,5,Blue,O
+177,11000,170000.0,1779.0,-9.9,5,Blue-white,B
+178,12100,120000.0,708.9,-7.84,5,Blue-white,B
+179,24490,248490.0,1134.5,-8.24,5,Blue-white,B
+180,2831,0.000231,0.0915,16.21,0,Red,M
+181,2914,0.0006309999999999999,0.11599999999999999,18.39,0,Red,M
+182,3419,0.000245,0.126,17.56,0,Red,M
+183,3218,0.000452,0.0987,17.34,0,Red,M
+184,3453,0.000621,0.0773,17.08,0,Red,M
+185,2889,0.000352,0.0973,16.93,0,Red,M
+186,2968,0.00046100000000000004,0.11900000000000001,17.45,0,Red,M
+187,3484,0.000551,0.0998,16.67,0,Red,M
+188,2778,0.000849,0.11199999999999999,19.45,0,Red,M
+189,3523,0.0009570000000000001,0.129,16.35,0,Red,M
+190,3462,0.0053,0.14800000000000002,11.47,1,Red,M
+191,3257,0.0024,0.46,10.73,1,Red,M
+192,2994,0.0072,0.28,13.45,1,Red,M
+193,3212,0.0016,0.37799999999999995,12.854000000000001,1,Red,M
+194,3523,0.0054,0.319,12.43,1,Red,M
+195,3598,0.0027,0.67,13.667,1,Red,M
+196,3142,0.00132,0.258,14.12,1,Red,M
+197,3496,0.00125,0.336,14.94,1,Red,M
+198,3324,0.0065,0.47100000000000003,12.78,1,Red,M
+199,3463,0.0027,0.675,14.776,1,Red,M
+200,16790,0.0014,0.0121,12.87,2,Blue,B
+201,15680,0.00122,0.0114,11.92,2,Blue,B
+202,14982,0.00118,0.0113,12.23,2,Blue,B
+203,13340,0.00109,0.0116,12.9,2,Blue,B
+204,18340,0.00134,0.0124,11.22,2,Blue,B
+205,19920,0.00156,0.0142,11.34,2,Blue,B
+206,24020,0.00159,0.0127,10.55,2,Blue,B
+207,23092,0.00132,0.0104,10.18,2,Blue,B
+208,17920,0.0011099999999999999,0.0106,11.66,2,Blue,B
+209,19360,0.00125,0.00998,11.62,2,Blue,B
+210,22350,12450.0,6.36,-3.67,3,Blue-white,B
+211,10012,552.0,5.856,0.013000000000000001,3,Blue-white,A
+212,13089,788.0,5.992000000000001,-0.12,3,Blue-white,A
+213,22012,6748.0,6.64,-2.55,3,Blue-white,B
+214,34190,198200.0,6.39,-4.57,3,Blue,O
+215,32460,173800.0,6.237,-4.36,3,Blue,O
+216,9320,29.0,1.91,1.236,3,Blue-white,A
+217,19400,10920.0,6.03,-3.08,3,Blue-white,B
+218,17140,883.0,5.653,-2.64,3,Blue-white,B
+219,8250,9.25,1.93,-0.98,3,yellow-white,F
+220,23678,244290.0,35.0,-6.27,4,Blue,O
+221,12749,332520.0,76.0,-7.02,4,Blue,O
+222,9383,342940.0,98.0,-6.98,4,Blue,O
+223,23440,537430.0,81.0,-5.975,4,Blue,O
+224,16787,246730.0,62.0,-6.35,4,Blue,O
+225,18734,224780.0,46.0,-7.45,4,Blue,O
+226,9892,593900.0,80.0,-7.2620000000000005,4,Blue,O
+227,10930,783930.0,25.0,-6.224,4,Blue,O
+228,23095,347820.0,86.0,-5.905,4,Blue,O
+229,21738,748890.0,92.0,-7.346,4,Blue,O
+230,24145,382993.0,1494.0,-8.84,5,Blue-white,B
+231,38234,272830.0,1356.0,-9.29,5,Blue,O
+232,32489,648430.0,1948.5,-10.84,5,Blue,O
+233,27739,849420.0,1252.0,-7.59,5,Blue-white,B
+234,21904,748490.0,1130.0,-7.67,5,Blue-white,B
+235,38940,374830.0,1356.0,-9.93,5,Blue,O
+236,30839,834042.0,1194.0,-10.63,5,Blue,O
+237,8829,537493.0,1423.0,-10.73,5,White,A
+238,9235,404940.0,1112.0,-11.23,5,White,A
+239,37882,294903.0,1783.0,-7.8,5,Blue,O
diff --git a/reporte/Presentacion_reporte.pdf b/reporte/Presentacion_reporte.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..b834c1d13d4a07727353e32b5877943949eb2b50
GIT binary patch
literal 635744
zcmeFXRd5{37Op9>#mwAdvY63Q3oT}5W|k~w28)@QnVFfHnb{)S;%V=5_RO6-cOvHL
zK21k-bo^OWS(z(y{aN*8Q^<>m(K9o!!%_77&VPqvV*)S%><lg8`1k;f(iXNR296dU
zCdL3}kOFY9vU9Sr0T?9!S^#!VPIdq@H#<NFz$gb`V+Syb0+=~K$2kCuvH)f#0HgBX
z^I2Hg0RjSWCbq_ZD+T;-`@pd={|_BecDFYHFsdt>n1Z@tVr%AX4&Y)1Fp61NJDWIy
zeyt6hO+-wL?2JKY{pVNSz|qDD@HYs;cGfO7woU+059J+Aj4h0u?HmEjETCQi7}Y?5
zU<R;)zMv?4vo$tx0~LTm$jtOlT)x?w+5tcTU;-!t7!~d8oB?bs{}D={paPixMh#S_
z>wf~p@jnNL@tX)hi;u;~(13%Pg^88JfYXr0)PS9ng_)bp*u;><n3ajcm{ov}i;a_$
ziQCA8osE-;gT<7Mg@uWOo6Eq!l#`3a*p$maK<DoeI5|6-7}&tMWf~b8>+hQB8|v$G
z!IElV2$Cldgkh9I#YKho)mI1_J1~YBPlLxXKMKarU808BC_s=lR0)zIT?kp5pns+u
z_HEJW^}xjuA5%a}g94LULeTg-y8o^HfBQK9&oTS|_5UA%|1S}M`zI6sH9A=X8xto0
zEBAkrQ_kMRR>;WN!p;`J&h?)nc>^;OX#+zO>;HIytP98-v_Oac8iYK6nu+GG9WehZ
zng5Y2|4NpBB<sJD^&iRhuVnj2vi~dD|B)R3N{)Xd=f9HkAIbHv<oZW)|0}uwk$<xt
z)GAPmW&SZV6(<up7iVjbmplEZ*a_r3f87yeO8+rNVFPCaYdf>QF7e+4W@7~%|2I1S
zIZ4jYQpwro|MX8bW{?N|uN_ntzzwp0F$+g0X8<P$+yBjcuC#TWHn{4&cl7*69ArcR
z-F;eGTAXzU<QX$ftZQT2<AK%-&ByEU;_<9wuh0BjU>33QhTI8j<Em|FK)|ZGbB-;W
zAXuYQKH4<AQ4oCpV!tSAzI~ItB)lFhX5vptoJd~!%%=W8w&i{$q!e_4-Ra0u{`!0*
zu|E<^bbEbb1z-GPR8;*^9CxuA<+t~?{d{#I^@Gc+(EDI@=DM&oHOPRyb_nEg9L;Fv
z5*w!?l|jG6!b^jY;?l8r(j`R#^_U`6Qze%m3O^%;OTYn%YFR!9jKBn!Q|E>_Ooz3j
z4Hs<TMTnh<RDp}Cgs<;nJ1(iN!ihAYtKu_SGFE~s5C%1U<`I7d!qnC_`8$?gIDfKn
z;6}bx`SdeCq#JX$0yY(Hmqw1wPhO1(7p#;p2}<88j0?i7S{B8sx6seh?_IKwL7~IA
zL;{8mOqGU~q%fS-Hb4O!HwNLd#2(#Rl%lr5Nf~G_3|_Am#uPEnBwsn^j2EUw%j}mK
z4SQKGi0gOGmVtdLl25V#DOjYT&BDyD7E};m(+ed~sLyUvS;W$Q@cEmP6>a-SmJ4~E
zKM@DlI5@7FknX3#Bv$gS@JoqO=oA$O&BDP2bVGY~N5=SI&4+C?##s+X1yQ)*@_FB<
z3%%e@9^SW|0|)j1@!6|eb^CWa-vM7z37R;ashJ;xAFxlRo!T7tWwD-9BV!IuKM&*n
z%*J2&_bSHlpg8*04??<AA117AXh_w0s;ef>3_AL3F)eL8xwW_A&19V2nr(V_18)<a
zE}zS*o?|JXj^v<cGy_6MCdRDOBYe2@7;3OS$c`F`2=zu|NV0<o=S2k4r{vPPjVt~T
z7p@=SgNbm;1$$8(3ORL(ltnz2hII65lc^)TQU3@qV~xVl&Qxv}&~&_Dq+Iy8Ay1Pv
zn~<GY8?yFsV;8WcE@vW$`AVNdz%U|}*a$XNETw8ejD@7a5ESh#1r|wKeb|}58-IUz
z%Pm(|a?EG3jyG~-X?NUkFkm|7y0H;jIaNX--$RhY-cdL{QxoGu()BIMEah~l+oWkY
z|7*_&cK_6<p9C~3=}L~So^~bY$5yxz<+4>6aWppK0R?i70Pm*v)4|?*pA_co(&53`
z?WHjb|3P&szg@Tbb#~0jV2;7I71qf8*peg1N%ep-<8WHo^GmeMSb90TrR7~tLc-Bg
z0IxNK8DPG`_wC^E#SG<aZYILx*OsWGaNMrnMtI?JWaG!-*h^qwP<(Z_SRoV2H!=wu
zD#a$<!mX2;oNFRrVT)Z0%2*9*nXV9xEmeH=O60@yP=|QT4#j{<OL&lhiwgNm6ZKiE
zZehy{WA<0?zL1K2HQZ@r(fW-D49PfGvlTZOR=%9fFShNLcP)jk`D$a^IFY9(kVAmM
zpA<2`FW)RL5P{SA#N)pQk!yyDsmzQb_AE;X=s1Qh<0d{r4R~AQ23l33nG_AzgYaLY
z8ozIRy8NmE;NlZoa>EY4<_h{bSj@glObE>+HQDUx8jgFCP9n5LGHNHK6%^sy>HB#1
z7E?o+BEAwiaQiS67<hcyzJh&O%Xqp}tzTiFX1|oI)0d>Px2@G<WhV;eSk>a1&70b{
zX(C%san+^fwWI6ba-h{oy4gq9T-5bD;%0;HH24FnWfVP~9=gRQ{D$!0#T7v_plynI
zQis4uYu`UJXz?l4jJtEwf#LIP;sjL(tGam{0vjp%5bCy3d3x*R6vIdY4L|<lIJgBX
zztGd!AH%srjH8#8g~rr=C+5lbg~lAZc1D&$4UGhB<?_bDc@`tOj0{i1v1esI=1F*_
zj)=DQ>t~=9|8)AMTwEGYF(k*1-y^hZjdkK{6yZUJX6>i;H;T0o6RYSrz-8t5g~dg5
zJ8I4}if}bP%9+2xI~0><L1Rx*UP#YI>od0CQ;gel%lGk)^?N#gZ~e^|p-Wz(!C#Cd
z_8nim!oy{^j-zK)c$;Z7-+F9v@4w@oHdDybNj7UKjAOcJ>W$WHy6ar};GXqt6Yg2c
znma{Sm|WPMSZbl~@DBgJ!l}*ZnPR@Kk7;DT?J{}||3UJ*;6Ucyt`m;mKFSSyWHq@}
z-OK0x=hXWKu^y3t7p}+4SJNp|DI~isIHy(Dnjzz<_kc0mD)H1LiZrT{5=0w+PBx&S
zsVfiaXW`?Tl?D?hM`scQ<95sA5jM7YRWiF&J+_jG%q+R->02n3A7&{jMkF&|^|CmX
zs@c-AVA@)77^j0@yV7QYGG$2C?l=#VPwqcIEv!9e;=P5v8s5QvyN|QvoK%&iQr^QM
zVkr`4u77&;@Dh4i`f2nH-3_QCQ0&BT2m3@}lm13XCICRYqv$xZ!pT9Z91U!|Vmy=s
zc0;l`<B4{cuu`Ha-I;cCWl!Pr7?S1<qo!k`-6g~VvxS&RsDSVNW+I2du_-9XctT3O
z6y%HQg7iPp?h0aiU}0?pgdMi|V#ON?{c1@@4i2oiIP5mrZHR1S9kX3$Ou6MYpjT)<
z@|vt#sQQ|noqq-+dAade7|rVK+Ml8(a$eGF<5`sT(G4{!=L=76c|H;o2bDb)BI|w5
ziv2T>c?LjRr`=$xJH|@oxG%1#a@ts$3l#s(&66Dno`qLHH@k+T?Nvj4C)#}yp)z#z
z1puY5ndsCdy|Ogn&SSc8SA3@m(_UG_3*Z%kJq7ME$g!XhW-r)HicvFifb-j3kPtg&
z{bD(FSufc!W_VtajGd;$Bz68IfS+v_qIx)?f;(mXJV>>Jf*^ABR2iy4#s|C9jI&!x
zX-soEsiqa8C#CJA;mJ&x-ICpx@_kLdxnmS8i}^El<c3CVt7PPv_0jU(KqM4Ah0K}E
z8YD*>RhyT^Ti%B4(e>P~b#-hn3n%Z6-7{yT%;{|+cFw`^E6Af1$bHqh*dOgKd-g^c
zUr2XC%*`?h^D35+%2>~li^Jt43x1JpNik>OK4l{3-lm?GqGoNuixkj~Tk!`NxbumQ
z5T{97<PVFCX@r(2p!?n+-nq;c#9FYJ9mn1)kldWZJ(MMFGL)3}2hP&nH52v5-Ieh%
zU-=JJ(i6I!A4NBl?G$`#a%`)KHBHSYGfyoplw)(=Uo6K<!R7mQUg%XUqllqc;uWtG
z++B?O1M`&C3&A^}Ray#ZP8Bj&s&%5#x`ImB-#u-4mZOo95tTukKB<t6dZ&Ytxi*z`
z-Vc9yG>Myen10&D|2y*IJguk}&13oXm-NleP_Ca<G8R{)1}U>N*7C)$kxOh^)%G7U
zW#s`Sa3(h!v6M=5m~?-7Ikp7Gx+5ghlJiJ@e?sEt&tY`)$t_d25qGZF@b9R>928HX
zz>ai5ED)2kMVs|M&y3Mc*hq)sUl5Vfd`Sn$Go#6RCCtlPz%kSky>h5CNj@nP&2`)6
z^h>&!UYXm=a3g*dMPY4orIle<Y^&jWB2I}d>PY|OonPlx;egY?)s$BtEmx4YoqR__
zK_i)_B=GIW*s<V(^4F5n68~x0gyPKQBoYgp1C}X4r*sb!SZCPpX_Tj)pQ$Hf$-gK`
zON~WW-4a&1eC8`Dq$Pv~%QBsPqD`vNFFl3L$8<o`32A{^Lj=F+)AieFo(Vx_Gsl6V
z9W}AYggX{%V=O7JFK+;b`=+5G93@q%w7(WBmn~v-*dYH=Av5RMl#L|x&gCrpW*7np
zoOx419e8=@p`)0<MSy(J{I<Y|Z*>ml3y|?r#N(TRidb|^9HmHA1Nbb39DsR`qPq2d
zBP3=XPzsV(9>&dPJ0DCkec40?`ebt{ZcS=6#Ay1cx+rJvCylsp(zv)3j%kAnjhEaF
z)_bMnXblK^#jUW*Xh^0bK&S8?iIb#=h_W2EgM!8!cK~OYI{tJ=LzC!8BV&`|X!hev
z*Byd=9zEndbf*6Sc(_0Pg076n%xYjORJ(Ks$N2iEWfMGl<j%3dPwD(8k`$R9;^-&!
zg^OE*VA!l|mX#7or<%@EQ4<fx7BRx%E^+O-nu`l4r8*~@da_1re3!w~pRbZ?)nyWf
zBvW=0mmg~jY$OwsZu4;^y68Q)U_0R;#nEoYVo!Asr!C}PpV@A|Ssc#QN)v{7EF`DW
z_I#i93Oo)!RBR;bYq-Hn_%u`WV^~IO4x{&}*T`HH<xj*(LNi5P%lN2WA?-;4Y0W+b
zLoM*Mj)AiR;{o}JvPhuoHzrr17p)viid=YAG&3$4Bhk~ohFHM3;nGqSrkq2mn0Q*Y
zmK5q%z57`fRrGAgjy{`}wf7tJ!XQ;q-_H#3IL(RbEJ;7kA=7!D9@w(pgz|I}nZ58`
znZ%HSo@gE?Fv+-L!@2vHPYdMJ;lk7R1WR+}N|t1E4w{}mc{Gydc%`1|e;YtBQ8Ktv
z9;+q6O(=ZJb|7TZbYU4fY8S115`z4dGj?p&kys=7o^vMtGfmEXWB#LkAO5Fo)#dLa
zYH|w!iNd|HjXFY}%wI>3yjZfcb=W#xYFoM1@>sdc3@HxZhyGZT+_f;q5KRfpb&Jpw
z{cK5SE}mhad#C-8eIv(!XRt1}CjZmYYYm}AIh%e2JK-R7k(}MW)tX^P=-jcOaMdX8
zt65o<!d9_{Dtr~TWzmLgRnG+WT@k?q`r07{y*nk<9Z>d2n&GhNwM+iNzx>KWhuD06
zc^2Ehu~9Rly`-`#biCS2xlvVbU9weF&+4Y|M!1dc_o2}f77uaJ(r_U!>Pgb1><2fB
z`W?@4GN3e7=x42Gl{PX|i{WjO+<rG9jJKX_%O{u^umQR!O``D}FcHlaaz30$rB*@z
zK?<X|WiAWu6ax)u0r2!AJJzRL1~8S+U>45MCn#T~FChy<z^c4X9-F}OTDCBA`JV{*
z51RPEL~i0+65r!@b3a|VnCl!3**{sik^;~1)V<?#j&8mSN{gnTHb_`*Ad|`>qiQ`B
z-hK^Pt@a8~zmx0+mp$POlgD`KEUNBP{GBJ)N`K|@XcWdOtfMC2_~zPfILYX8v?05)
zjI226_sFe1`#u!Cg>CVj>?*kTomdLSJkVMRdd|=9JvX3^O&m{9Uu`&Q?<9W*At2Wo
zR;Zm&1O={8?obJVbjBSgFYN9!;W5fy63^7vqZgKTg6I=M*UlT=UxiSVc1dJlS+Z`P
zT^D+s?}@INM~rP1%;#OF&Mplbde*;MM!;>KO+3{B!41Y=pqiHTJC|}gY}Th3er?Rf
z`EJZ6HL>V9+R21|Etd?(d*94Ju5A5XeDkuLj$>`dT(?l{J1noVMKTae%J^mx?p19+
z#odpcFfkTi>bsgj_?1ih$H_$2oyd=^ya@7_*iovUtDNmykD}W3J((7vy6wE4Kg`r@
zyboslpMzro&3KhC-onR#Uzlw8W!;1P5gx%EJ9#~)%+v_HuT(sriyT5fphj{VxA%IQ
z`ig8`wyoni6_l$gyBV#1Cw5Qt>`ACU?Pu%H5Al;=M0hGTddc#H;D^5>dasQd{XfYe
z2rvI%;NgGCXO%#76~u1;i*cEm|KZF37u?j>*EiKixqyx<zrhK@$pxD<HPi=Z(I8@y
zV3Iz!K#+~fLV4e4-O@Xp+e}qDsiG&q!MXhKRrj_;h9K<CLxMTP<@yx~X2AeB{uEhh
z2;!uC+hmmO9M;@7CG=DT>N=ts8%Z)+#oeFBA;7c{7@hwYUHA)p|79mawzhW8e_0X7
zU$CzDmlF%y**crpf(qF<|0!Y=ceHb{2eAK_KFNR>vjNcVFG>D;2`dK+0~d%Pvv9I7
zFtc#{tpLQPLDvH~|I2U`O`Pmp9F0J9hvQ$W<7fZ^)_>WQ5{NthgM<FVaQ;G}|B>==
zfNt<_OMw>7PVy#>!ge<HcD8@(=lX|z+c_%P8yNk=#a%6oOccd||1Z=>!o<SN+!?^a
z4%#YEk}+_y0<irTo+-H)I{yRUzuEk~|9_#AItVD47&(I=x`i=_$Afs%|2e2E+{_>r
z_dhc0OPvkJ4T<_es!OiJCN=U|HNQp2OZ%YgUstamYFX8j=VFjh7Lv&(-xe^VVADv2
zV(~C8;!~=v>QJZKm|FFvnK;xvH($Pbi_vQ~n%_=_1wIaoSsjIT#SFLhy`3dk&gF|n
zmWbkn=x1V>(&T*$HtkHg`?6$F@^&VdqZ5fmuepi0y*|6KTey~J&7saIp_!m}#pi4O
z_p%n^0j9zS%+E^W4bCSA2S(*<^T;GYi$3prO4k2WD-y-5V!qAenognE9=ZIU_n*6Q
zD|)l9$FeB)X70RJx)W3pR*V!LQeK(u=<#)nT5#epj(mrVXb0W7(QPfvI|ge$xUa-I
zkS1*ac_kLd0Hz&7B4&_@9^v|<{e#!{u#A_ceE=uL=k!+J$Xn8{nqEu`)K3<NR$hIR
z@CQSRJ$->=MJ4ymtNE;7j_|l9*i0n_7GHJNVRlFFByx1EV)>HqwRi$tY+`0XUDEq8
zu-97&G``GSwwD?+6N%_}aL%D^fAB;3GviR30oj;{?``+h_nqJ<b^6z+sdiGb8u6r0
z&xed%gJ>icv4CvzA-YmLnxF~Cuk;<BGrFz4YukI60#)ZgW$iEbzwp->i=lBW=ok84
zy3O#S-2JeibDTggPyfBzScYa)9VO*6?>e&yxhbpNWaG{OxM~Dl--n&tO@T{Y<WWw+
z*0r3H8J;4?g$#joiG_SK>{+NVk6R22GSgNwiOpR85GyHZMWGjF=%``T*q~E2I|34}
zDPCCiR`y2d(OXKoQrXC1uzbiP_jhj2^f<TX#lvDBCn)Lf*7uE|kY|d%VlckZ>aX8G
zZ|N8NEU1AYT=K}6au@`*Eg@KPn;rF;b5k(dsG4tnfzpzhbfiQm<Eucrjz&Q&emR>@
zYvI<4#QKPhr7gV~k*>g~TnQeJ@G5#Hvc^~887TQMEDTYU;h8nZLdNREJ<%T~^dRn$
zJWfQ#9hEmBP$MQ_EZ>mk7B=pAaOO^cYZiJ4>#$!JC~#fyRq9A5%G|!a%8>)j$ZdVM
zwET=QNnEGz-?4uw{&cgY`uzf<Ez&+#>kaF*RDw^~ANeOnsW#1+>I4bwgG}S8EQd)h
zA@u1;NP1ji6I*@4avV}Rk}AZW!yf*r58P4slAj;VuKb!DQPPq1dYeRLeAr1;@RTbI
zU7LZ9|0K2@@=zcaf9k{KBgGbKC^*E%YHmLZN;Qbtgrv+#@mW&CMDw@#{Qgxm!Y^pg
zR^Bh!3~Mt}nz+<UigiIgaavMOn2u7C+LZj>DtUzW5XuqlUHn<HG|^z-@sc$pMT5_M
zRK|JEAp{F&ok(1b4``_wZ9O+P@Z8SvCZ{}PYl)?C$`r6UDt^c`ZF_zWqp1lTVSgJC
z)M%{+{^|nrtLX+FZwJ=0U-reD)|3y9DQ#dQ_kiW#?<~Eep4622P6tH4D|CW#D<qib
z4Pf9R&@!<4<e9ua|0ZyFn-0eJ%ixa4Tr0Bi(t#yAh6Ju9>OgS|$HVCbLYWIm#<E^C
z@;7>XVtMgo{slqbSC3aK2YNc$$<>7urIMqxtJpPyW1TOViaS(gc2s0Ev-Cxa{s4NS
zz{!P^Opbj&pVHmdz$4W~<WqzDwr_pOikl^;6g9=H4|iY>8EzzNFn>H_1X6yF3M{hB
z;c|~M!?Y;Jl26b+fU|2QZrWb7T&4)Ofu?2W8&0%k+-=TI2+1!+t22b2@*PsE65U}F
zeeQ47t#b6blBm<sX>kv=zcZVMIwPgUg?DJrrsKEDjCjtz(I`)-K$NJL)^ia{eXtYk
zLX+!08Q6bpe9UN;3rXU=-W^GW9<CWo#Ag3F(EA#T^Qp~$9a))1)iyQimJso@e!=QV
zx%tt1JmG#MAlMq+7!-U$(OQE+F-IUxJy0@J76|#fsHfrAEb*vOM3*Dg$tBw<*#JuZ
zZ8Z**G2!|T87oN<J)>33FQJ8%Aa|KO0P9LM)25WW5rV-KA_3bz+-1cZjAtEcTsxEH
zaH?Tx40Ph_CKI^4eP>R8{PnAqcYazwK4z#G`NY0i31qxO_)&HPoQ&)UV(Ok43R-|V
z(ymecy&%2=$9h^R@R6<(@puPgrZICJENCLSiLfzzo<T76;AJWE=UNPjo_dD2UW!li
z=?8brZwt9C(H(?8$}}P^<o8H9oR*x16NWB!)g6`&cxgU4iKprQ_)4G%F_N_zq<fOn
zY(BStC2|VsSEDLos1TlnX*^DQW>)^&{%GVS7&Ciev~O%YUX_wyw`5Vl2frK4hokjI
z4?;CF*#plSmNjKFx2nOt1W-m(!&vu~kib)V-}+#8q3pSmFp)=QEaDWMu9SW)t3A+O
zl>-8pG@nvIz5=#-I$QLd*;+`J%o@&IvR2!K@YmtA;J;xP$&hVNlI*Qg8%t~aG-&@(
zhMhx-!gwM9d&88JU!M<6Taa<KcXz+FrDK4S_{6uTTeNdXhWrBA3>JuPo)*(~ktv@&
z^c=40Yf>SWT2lmT({hkSmQpUp)J~qjle<XdsFI9SirbM=IRv3trb5~v##h@hsPQ-Y
z8E{o8EWm8FmUA_G*&>Yz47SQ0PY5RGgs@2Oo)k}wVSBx?BEdc>`&C=kqlL3$1;@ye
z`n2C=!G{cr@i8hK=ARor5r#c>GhjEV5#CAN*QTxaI$;5zk>IaOc$K64<i`~XO;Uu~
z2)z*h&^2dvyJUgp|C1mm6&J&f6odiRU1gZP-0MRb8DTE10wwR*YmT`(IlAH9V=84v
zHbSPi`z14l73^fvQRZ~VVsHW;A@Ya2Jq@~I!`$=SC~)B$72Sg?CEK}Mhc?S6F1O?*
zVGB{-N=7MQ1?MOB9vc3;-tu~ATjN>6AU-!noUJ(Cu+6l;BTp}W4o&t@K{ku6FhLuL
z`mEjdq#ffzz>G>%TnGkfoF?EmN%<`VOb6ywSTV;ww^nzty#k>_VobV6reuyJg@tB~
z2pNCS3Wt1(kJu@5W$aMq55)4>PsC=3Gne4lA2e&=_=?;Vd^jaM*vV1xBuad#Vc3%4
ziw4qWWD>tmoienIBe8DCAVNfUdc5*zzJ*GfKH``);$GGwO1F_7BP1&ha{VA=(Snw@
zm6QY^jRLm7+33>5B>@9sj->s~XyY(z<XxrHXdGCud;@=^?D)}Ea_K(Pd^~$mc1h%e
zBa)sl-oQYA|4G<eu?oHCF%3YBao;_kDsIV{&T-M?xrgAg0FC_yGKQ>QEfOgWR``q_
z=;b^O+i!*dTxdH#*66c6#BR$`4)rgt9*ANoaWk3$j9&U|(G-KZ@?bG&)9(vDceB<|
zdICGnNok6SeUgc6uA{b51v6)HBM(mmnaeJ$62dzx`f7uUxX7B=8q|(nD=lxPpgyyc
z7FHP*IWU6@DQu?rCE6FY-hpL|p@+|>7^I|a4z_g_@|GY^P=_T7AD3ZUaf}&#CIxze
zkBs9GQ%9B(=CBotWF58fUvQ?t^;gT5S4*156S-JvVAU6$m>}RxE!h$4)Ml*9f*xO5
z2>ndkYV>+^J$lcGiWb|nk&7RWaxjP!&Qz;?DP_oH*Sq+|blXS}-C@33F<I)I1oqD>
z8>zw#1-w8!&{5Ql(Kx$~IAFD}tnwzSFt6y#9>&a40mCvx6mGP2ZPPm;U5vSxmX6_A
zH&J!#TVl2jFv;d<yg}iQ)O+gv`_T4c7?3YIIZ)x$28)vJC8<{d-U_e|EqX;lLCtIo
z&Ckn|S2y9tTvcb2HphK5m<YsdW5&($2xo|O8cKCj{w|CD@<k4cChz0w1Dhp(Ac<aV
zNL8Ooivxxxu*e#=zpQXAU}W|l{Mg0;+0T8>*0~_tBPosedDhg5Uh_4)w|{z3%{C}3
zjm=89EDHf`y&p*(=M>j{0>`D**d^q+K~gSB?mUAWoO;Byw=J4r@%OWSa79sm1zuv2
zqU5h^`6TBqI_MgjqO%@DeX5H&0c|%6ntK6nLkD#mEG)Z`6K73t7BFjNmd?95p<44s
zBlpyYQO}pEwWb#H+X#O#>G;51;$*Z1va+MDJCD?B&}vTq!47i718t2dcR|-UL%1&m
zOtGmVy(5Sb<J1;Vm-*6+v>VdPrY42OK+B~HuCf}#<DPrWKoUgDQb`u~<xwK6iY2B<
zmt6`!)-jPsQA^1a`%M+QwtZA*`M^n8_xqFCybBB%f?C&^w}VDdid&$vWLAc~hL%s)
zr5!KSA#tNGA){=Z%;Z*^!CWvI-5G@xim9)-(2mcQ7+yX+VL0K9Ic_#jB!YJ#hRpL<
z;t=}a<gvZ{Nr`zRi+hv2=Q3mcqBzEvw3i*$z}&PRz}7IUsI=77Ij1i{=(fxkl65I2
z*9_QcOnrTMCweP>$ew)li)-Ym5{=v;V$<KB$t0{3KFrkCW@&g0J|so>xNyB}<qfg)
zaOERfXhME&>m82uvadsK^UeGYUasoDvo2q3nYim`YMoUqcFbIkW}@kzKY=xrk+pe<
zJ!ao)tE^ipeS&b#Q}Qs=2^O5oncEQWJIs@p)(T8_prV6^xp;s7z4IsRCmJuZ5^at^
zL^WxG?X!9lC@?0%)mFLBkYb7@Z{dYtG29=9q(Rvap*oeXe(f!fpsnqx#s@s4KFv}L
zPaRqFAOk4QmK^<%>SLYS7S>|`kf2ylpjMyV;7woI1mHiPyP&8aJ-gXwX=imJewWC{
z?gE_zT^2Yjw}iiPUn9kcgH^kdjA;EFAn%J6CYSwE`*&<iAW>9DYzknYgkp1gBB(2<
zAJX$v#N@`rk&%&)&W?E4rD0HDp5Na*OAegbb>=q&4g*&iRxHZA?jV=2tC}u44=;|H
zkG6HqOhC&)m@^88D_Mz&?eQz^uAWO;1cexws}B=gTjGzyE`mQ|O!!}JFx<OwC|Z?!
zitZ-W+!<9uKIP7vSbuxPC|f72vcYl#rOb6$$7xls$O0x6=FnY!0r%FcoYe;}0!#G?
zlUKObYyh;5!Sjjl-UvpoDQ(Yrtg&p4oREuWqS7}KBwDwi$>l>O<wzrJDP}P{n(3zz
z>HH{;WT+$0rS4hf5Hk619TNbpeNXm`w8_K~NQsGjP0g~e2JA&&#W8za@@h8bomrfO
zHei3Vvi9I{mWxKNz;*1D@B~#U_09?$OLYiya9#g+<yO=owr3fm?cz0i8$HcFlZ`D3
z3N4#<-77CS`QdW#be531lSdst0JIM*3)giy+I2Uy>&2@b(Iz0ez9z-Mo6yb8bv<)m
zfo1H)tXD~aEw2PqVmup{WDBzBk^B1UExRYZRLZo#KjcDD@avi8>21@)Xq+m|eqGKh
z&j<!tCbB>@QVk)Wl6o93TvY}5{ib59nRxV_NKBb)zmZOu_E%DwNSyY`cetLJ?;fsM
z4x`5zI0i1<E%N%RrrKqyA_rnsBzD$k=oCiEN;TXLNlE6%{vmu%J5stVBU?WT8o2Y8
zqRnt;4Y<)7z9teU+66yctK_0>da*l^gm6%8IHO=i<Vu8@==$FcH}6=_?Jq&v=%=<g
zZjV%EE2vn#3soD6pO#f}jghZMCSL4(=q9o`r%PEFLx8bEJ{BP)T*supwhb+ap$%!t
zqZ<&eK+9GzaXL)|AD`*o5iKVX3}x`lIS}?%F2%KJP_Wr8p0avMAkNMuU0J>{v~EA5
zAj>f(ZnJ#aCtb7}Qz-gf+I>-;E&b`xts%z(^cv@*1S8q=y+oE@$Z-4F<WY@+M>J6|
zV}4;&N<gu5uKa{j+;Wv2r-ZQjC{Rh1{6fJv@4@Mtx$Z7{2puF#3DyflNh`Yw_;@lk
zpGy9m^?TLWvNA1invNy}kBAN&*U8lI#+f6k+j@@3h$l)Rvm%8ATz$^c8rclTQX1o3
z=-(%~BKx1?7}sbF?F#LA?CgGZj?;uAaSL{K4ce{_XGNBVpN%B$x#acq;$za85r;1q
z^HaFTHHYfU3sVuMGGVkUe9<r1wzvpl#P=y)Yfm}dE3{VX%4bQnbp{##_`s$4V>Sc|
zGNx{KqRPv;x&cW<@B0i&nvx$@+%g8=T+_0Np|jwsKfi+(!eclvj&Y$4*Fuj=_~Co;
zzmHobaq)_XHT##5UODV*UNpio_gn&so@~OK-IUZ1C6v>HuJ$cyq^Zz;qe~1dOZvl$
zuv277GP^)vwYZtN$SO~s);QW8!5k`}UP$V<KBS7VQ~aJU;Z%7$o@+j-DWwsxR+*4s
zB+#ATvW)q9F9#?rx25y|{l+%B*Z)#33K&8$c!~zdLC-RXPI*x!{tkZc1Z8|fz&A=C
zofKnaYAH*du+*zqp0Es28NDB^9=(4sb&h9L{rjlFFhARiwBnYOM@jps##N766WU~~
zCIGv?2<GHSLAf9L*xB#BR0Wwvn3#F|)MaODkDqmn(ZF_uBU88wko~m?Nl5ngL&Wch
zNk&??b-lKhn@I9L^0$i9eFJusPb%LZ+;Uax2E1fYX6eD~Y92XCrI^hbUD666yl=++
z2(o&8cw%h{O7HWy$%`C?Z%d8`w0|jq7Zq|7{R4SsK-$ic&;e9YNWj(6B^>wjuGO$C
zNX1BL>erA}dPdudFzbsJ)l8UoNS<usP!bnn$6Nrfa1WmsYr}DJ)etZ+E%nJQAY@JP
z=Q0=|q~_N^3LR+a#L=-RyG_7OEB@SMGq=C8f6JJIiG<jQegY3y3`V;+@Z;OnG&~U|
z9Oj^o{e06t)pK_Hk0f<mTJ&Wg!SqYz@~T1GZiC2GSQ#GiuKFB(DuinTUxl4~W!4_S
zBM=>v@|ul^?<Esw0rq!0cXaBXxTIaCg@Yh_&E(vNfZKU9<XxK7nVhc&W{x8vo!?Qg
zaXK3_k~gVGnb!`sLmT#+L0C#IV$~{(wHTxBp3b}9V{s<VM|^HY`Y8_vhw(6}saoHJ
zKFR%1c3C+tT!K<U%y<Ega>uZ7sY6<a6WTRvH_CH*hwFZaj=^?w9p)7AsW5|`M6_?f
zj1}9V{9FcnfrpDM<(#2uav^tHjvAr?DzkR((;l+?_~uul&XeK;=Nlu{pI9>jM#O&1
z#pGNStq=3vhOLpP((eI&6G_oIn!(HYL-&EphiCC#eqMv+_;=;2jPxfKzISVxziUO>
zhzG~iYLq6(DbcB<42W^VOFs53hosa=C~(WaL^QKUvQ6jCvu|St`y!2h9;&q53J$Q*
zj+kPAW5rMd>q9zX9?8Pa(n?IEp%5E&c3u=eH@O&(k79iStId=<L3qnwL=$Vp*Gi2w
z6%qHCluv)~FdPQZ0K99Bh+YEs1it*a8~`-*2@R1O;paA)JFqK?yPv5kvR-QVffoT1
zY+BB77ls5Rs~6y}W{IcG-lG&Ycp7tt6IZT;=)zoy`bREj6Ll3juNLVN=zx5m&#|)7
zUwQD#u!F=rU^OkD;aS<1gRXZ@vF;lrSej^8Pla$}Q|w1I`MwBZ^e#B&ee>a&4!Q_W
zT%8b8bcX{VMY(FjMlr$dMx(|ht8K`^6}V%jVZ@lGv+F%q=sX2Bo8Q)vneI{>6~*J7
z(E{&K*QsR(uwsOE%wC=W%^PqPT0r5A2ebt9mT3{|J#>eJ(gIJZ-z~tg%UDtGkTi!V
zQ~w=(GrY40=QbcbEz-Bwa2CNl*U0t><HJ;D@roP%fWYu`<{L}sDpussz-(?WUBwyo
z9^U6~I_cg|mjl%wlj)B4{JKm;{azzvtZ8(MzMnG6-aPP_T-Urn6h}b4lIcp8oRZ*H
z2SR#k7G8HNu^UyHK1;Ik)BPiXG<oY5kfqezDlkHqW-Wh`P7Wa;g?e46S%5j%GK@A(
zW$%q>!3{=9N}%qCFzuWu)YyG2Nvr=)rajIwhiwhu#B{2vQW3;nYYf;!|I~AfL?P|M
z9>Gv=RRJv*t2(!h-)!kasUYumP6R(^tHV3Np~0kP@iQ=-_GpiYw(9NytJvVY(ap&`
zI_7~!_CxydCk>&tE_24v?m!vE8CPiMyDun{ZrFBt27~oc$FOnX&d%mPQ4A8a6+>~)
zTJ3vW67jd#jp7p?o8E&PiA0)tG0c<NV}Pr*%$TO=vROQWOD+sME)29H(oL5SOQ;>C
z*b@XyFZ|Ivg!(bZmkU7Yw!cLDb|SJjc!{CDp4E~$J^o;=oEto!oBB14BBJE!vL)L_
z&-kEB0-5z!7dWx+JN0KQM=_dTz@-&r$!3JWb8C^3jyV{O8`5p5pr7R_lc(4uPN;1P
z0==Y=!1ppQ2wvec^3j;zKpGdW`{Y?ouh~&B$fpnAmW}YzPsO+Fxum7W`MTz8#TX*q
z*PLofEbDs1PiKmRb@~Yr0m1Umb{;<G44Cfhg(ccN-y$?II-wi6xVktA`szF%-N?jH
zF}R<onXFxvW6Xd*tTAa|rCLX$e%B&JibmF9MlII$x=eoHJVvH?Acs%9rzgQK&CHXD
z(_<ith8iPAm=VU>^b6Dkit?KG;5C`7CvL({cO1_^zji5JNmAc{G4NeTn>Ig;3{A>-
zp5VW)fY!&iU<sCOc%3@kBJfyZ+5_%6RT(upifaYCQOsL?A|Td%SxgzrV#iR{PKcdl
zcEGhtI3I<bw#tOras*DvggoK-8cBz1eYvu|rY#O;u$9SD7<|srvgqn(Xp>bJF$T5@
z&1nOa&`e4~>dGY*YQ;1NveWysg;MV<Rg!3fPtj6C^FjSlG~NWu2@EO*n){APV?{2S
z4@<?VRXi7Lach^}>arqat(sfQ0ZpQjF{r2#RPuR8cT^>?<rvdCINBp=)Q9S(h5O`3
zbp2HAvi!4=Rqo<Z)bce1HA#^eS(OZkHBvq%e%HXMOYjtqb(ODbs$JVOE*O@y`%U9w
zy;jdGMoT_o5-q4?D+*j;>~fS^Y2_r3rW{(x%P}0nt~EWue6ScUt$cC^yy-#r4B`U2
ztlwo-`izdQzeA`re-Zz(f{u;FkX5bm*piO`hEnrtJ>t|52+C2hu&z14`C3*gBI4!_
zArdqMnqvBS>vN@gkaFFwd3ym4d-3e!P*S!;Q;uw$#dRb0ij?$=+L1Q(Lk@%r#h0Co
zCs9PouNZt^FziYgWx9~uBQl5eokEoL?&dv7Pg3ivX3^zkNS=4j(%hV#+@aGorN}bB
z2<u3))#Cc%%Lr8TB?T9c*Q>Ox%#_$Dnsji17vfzDdsla-`lJviGN{1c_>m1hGoKMX
zW82#%`*4k>MAB6wDnqVfSXs{PLyEN9!%g}Lok#bM&8zGxpAIvM3mg2bYo~fswT!}i
zZ`eJ*mC(52=A_+I2txeysGwy}`?laD*LUkeO<GM8rGz=+JleHqh<fj?U#GmGYJgME
zGHN|u-n8g696x7tj_LOEeu=7M(GfY;h)tJMU`1B_eO%S8e0(mDS6=E+!uZoX;OlT(
z=n`TX?vlJ*>Pu)x#}EA&Lg(#z@e-fH+H8lV5u#)UNM(q*K~W&xC~AcyZ`bT1nr37S
z4wa`Q>|UsBzlpR?IW`RbIG<&EiewZ^2rC+-%2ZyvqA^pq$QSj>&ytjfMLH@%Pa*rX
z#tQ5(KZfpT&kS=MQTwlFOucW~-*Fqh*l?Rxn@L*+A(z7mbks2gh9_|s2dDrOFvF?c
zP8_RK{l$z!AeMu%y>e`+(l(TMC6F2DM2*IOkY%N!KpPr!U>)p6!)C*-!Q5zt9LtXG
z9g*o+KrJOB5(e1_PwPk;RuR>36u9>vZz$#tLBo|7!r2ET3KkLP3u*a$_f(dAO>2G7
z(Ctt=XA5*Hypu!n$`>@=J9FhK46;8h!XQ|>Kx9l27en=;wZ_GAjO%MtlpO_xooLW9
ztBa$0_DG{Lm||+fe0_%Y7aonA*4bkc-l8n-IP#nctUQW?K3KX{dMXr3DK8%0T1vu<
zoQFJ&XJRFX7IG?>VM!W2Ob@V>zkLPm!jo<lyk`&(57}y546^ErO)7#pzFWVNU~WeV
zXm$RM<>^}=xsHoQyO~5Uf2_pOT!vRRtAkP7i}d2gP+oc!vG}}Y%3Mp!p}rjyMGeoJ
z#xhiI21QUYVN?{Wk(p52JfusY)h~ZSAe;8XbB!xXHA~WbhK(xPz^4aX-k_UNHcgTq
z`ec6-W5ENA07~E4Xfgz1{_q$(=}V}$$T<q}`#lQ53fB1cIi0N4`2B*aK;PlclZhf8
zwojH10}LIipX1EA-&ru9I+3fahoXMMcY7ZQ5C%?>M;OReCF?|Yvg@kvM%-bz;^b8|
zTnh@*yY+xF0`2&0qPj+|$x@nZNQKU4Ps_`53}{fCxJ~!LolEZ-6vYvQSfoZMT5VqS
zXF46~$W!y;GxeF!OcW$Z5BaN<;HaS=FXMc|X}b!1!B_L1JU0WkUtTOt_EM)bQb@rl
zMa~lDx4>jKE1jog6|684KA4%8eH%kr#*f{;&+41WX;v_WT4bDg<d9k%7d_LU@O`eQ
zwE=A_-tdvq(mhyFf9)L%pY2;-i_?*dzu;n-2@-sZKteOvy@B#TES$*kNmMmK;GT}R
zGE?9GPV1s^6(iz=fvMxu}*iWF7qeZ}=JmOy|!j@wLdw17rxm7NsK{7u`XK3_2P
zg{pwB_(ApaKqg?+%NT#T!c9;3nc7&iBa%U??zV+Jk~ZUF3SKqhn`=@fuBSRp*I@k2
zQrOxUnvmH&&Cw;Ch4{6Q^Y>mBw0r426&*}B@^qv$cQDwMvFlY&=FtJmq=b31ce_Op
z0S>DtjKnc75$O|<V1f;19wej)`H;XaznUpSdXW+2C4hGD&{_C=#8?xcbGE*A!=CeC
z8JKUy#cCx^e2qj#sae??^qjbGR`(EpD10_`)JXZ%XG&cLy!{kibKre^f{F-8A9-Z+
z(d9*YqQCL4y-Ko;#eGQM8~QdLGJA4VxpdnxQ{LRSikZA*j0{nivVNgu>Uhu}jLxJc
zam`d^6gY{-Q>2ul2K#5bj+^8HdvK6bf<8_N-fnbnya5Vw^P=+0*0&*U2)_v&5c2(w
zmr#A~SeM80Qe4@q$T@QS<M3fIKiM)GUks(xd$OagU2-l&d5hkmPPhzTo|=16VracD
z3){a8inekr%pKJV*;I=26t)CoWNzooIsR&oN!~@KEQQ00&+>D!xLEp*&ZOz%xC-}y
zav}Lt!bp^J{Q7xrTA0u4h4>W5xUieKd4Zq~KV71Lhdr{%L@$Tx5}!vs8nF38i()Ua
zrQnubKcpt33h}4=FBZn4^>|4W2npd~hKFUmFI7XlKVa2RK8TZVQC9;d`Hq-VF(*Fm
z6C}`(ppC{I?Um%d$Q=~HSNyh$3j&}UL&p)0!RPJvw~Z|r2wjIgsXbl_>3nu>2yfE>
zH|oV&sHI1w%s>s2Z|oSri*3%D8Yfe7MHBJ92>?2&tZ7N7cr>5z$Wo;<s0B`br9I&~
zNrN9Qh$4F#?^CA8ciTI2T38v^AEp>+?8a<Y3Qcy$3*k?mkUo2azkQ)L9-DfI&VB!6
zGq<+C^*MftZ!|w@Z`{9nBDqz;DNM<KaFOD1Ay3R}it~&@yrI|8IXKo_GI|e&7DTX4
zPB>IDRFO_CvB5~JDricIaH&}fNp-jv>(eudpVwGrWs0j$?PdaNNCudg>R<4NRtXo$
zBfgb8$Jc*hMJDwuoBa0q?1%e7AKxGNsK-_DoZ!?#z2x{+%%@^B4e#%7D!`6k1^mfl
zM9_KZuPH!F59&&DHRv6_7SJxck^bhOcN$t2bv1=dj!uf==5JBV4&9SRB()KDn*3T$
zIy6CH)iglV-h+EpEh-phq&tLar-UN-uYu{0hc=voY~#t`h|IimVbzmmtC!1{NKw2|
zCC6i*ydjd3EDw9UdT1~mbs6Sctc`$bENr~Wb#UPfMC19#T^&r8HnLu-&oYjvK749~
z4u7y#b6Ej;OQLFo92af3IiHMi(!Jy(k+IdS;K&6$)1h>e`ZG9ORZN87!-nD&Hj1qa
zwKxTC%TXE|bHF(G1O&1LsnoU;!u+Q6HFW^{EW|=$VQu4*Jx!h&Didr;++h|35{|^H
zG&v`9aT9_JRYkT^B?x|L2$h$`GdjOeu^LJe{Sh4_6U%5@^BzmoA1#3R#hD{~Tl1_m
zD&1dLis(k0A*zUZmm~O^A`;~&o=QZn&cBxc1<_S}nYjs4h7q$c+7)$5lJ)L7F^Nhm
z#i1!u*x@^|hym}BbwACasFO4sgnjjAs6CnO!7iYM@8CDO6NBIH1eN|E^vz=$PX<J+
zj7$VPl>RyEAHq_M2Qs!QsYiFu4Ok+t=0WgjiY6-DtzY2vKjW4r(-lP!4Rz8>Gw@c4
zSRD~~G<nb%vCX^z-)g&aSpdXlOY7f|HsH}0j;9KYw>I0)Wj>LIuL&j#$H)l_O8RPl
zB-~D&=ab|#kLlwimAp&{TW?m*V+^H0Tp`E@PrGGQusDMjp-2=<4jm3<L`WzxiwBNk
z&UV+!{Z-E<wS)@Dw5r_x_d7M`J2ivB=5Qw15734>&rshpla%@wc=BK|YRaAp=W_31
z|DSB7Die-#$I(?YG{Imiw#m)QvZ~H{S?Ta8h!AovleDA?Hjm_U-eMHTd(CIi^^85i
z0fGy}(`r=mtylbO1%(doe!AVhA3hT&!@xMn{`imR@ffq_0FoU`;P=;^qzKJrBtyeX
z7_z+FqZF5#_57h1xG&R8$|+~bgp7$QnX%u&81u01kZHU9&n47F^OcF|H>pBPY{q5d
zy>`DEE?Kk$iYAVOA0aenJD(ZOwMS_XlI)EdBx<5nW=5v`R1<*57glp3vI^7GF)O~<
zT1pok^f#s|R@AT|*%U-K>OZ6J$}uE{+zN$e6+oRUx5A4R`&1J^w1)VskZYMFcL$~P
z_)xo0^p&m~N%4jcQ5ap!>Xw<b#prt8#O3>U@${KM$Hod=wQfb@-&7pn*NT#z6x2Fe
zxmG?mX`AhpfAYk-(!eMvBx9mlR-%|^rWkbk8(zQEqok=4L~3}R^4qX!fZH14?5j0F
zBTCYKFGNLMP+`I!ydO}mc1%d2$)Ud<IJ;d~lYRPy0tFa0F@7%TOw_IWQl@cKOl-{U
zndY2~3a|-T-p@fZ<S0~`y@c5m%EJGo8)lAw;OPC6j^z2NP~K!xW!NH&qFqSgu%*^m
zaq-GW@d|1JlZ2uJQ#gJ*JuvrsUR-*GN<xu@XkP}s9i)UJ>iWUZ2S2r<Y?$fEYU+vT
z_<f_lU%-MvBYc3n->_y0oMZIzV!o*O-6I=1?4#!<qHw#doFVLQ&%D%<1q(+u7d$4Z
zm8TxV-qR~ygpm^Eko(vjIJN*;xdWi`FIYRcY02`ypoV$&qUn#l@rMrZ3Y6t$!mE}$
zFmzRqvIr*>zPg@ADA2#ku=~7Cp#1Bi!o7-DM^$fwBcfLjQaRhAQfiees5P$RyI$~-
zkB!;e^MRCUGCzComN_+*BC*I0iI-qS!zN>0g3;kbdM|VMyUd{5nXVW{`Z>DzygXk>
zpjKbaBHRt~9+;Uvag3FKfT`1dYiP8>`I&Rv35%FiiJZVd`?itbkx|zVuM%UiCd0U*
zz)l*oqzDx*4Od^(%8mS?ujB!+w^mSO`l={s<bv6Huw`q1ep@xx33edXWKI3}HL616
zVmm`4)dKBdR>NZ*gzKqSE@L@3rh0UQ#R*Ez8b5XZTC>>h@SGri{&oceHH<SnY3U_@
z9I9yFXRjRG2HQhAh`Mgyyw*+mUNi`7_iEEhXd?_)wRob)A?fj0hK79O%O{%dosf1A
zVMV|tyRmtqnsU8>j*1Yr_oME_!PrY0nB%0qQ0WFDC_`?0a6>CRP!ZZRvi>0_Y}Tt^
z>Ys1F#{5+UYD!<N*{iwlG2~KRCvIk|AkseI)#K#1<K8GuZO`H@|J9M>xMQQQ;+y@@
z;PSpjiwM{^8I50NqQ!cu-nSPkQqQ9FnqIs18jR_;KZ%=kC2geMm>lOLcR#xn?x>jq
zS$n#G=oavmQM~1<<1<M(Te@w^B8S^<(h&%Ol*L~jpIbQOU{d59YSy$t8>}ONsY}ll
zndDZXs4{O7VC`Y;#GCViS1SWL_T8Rq`oQ}h*1WeB824V``K!gOTwKFx-iHA1E^k8I
zO8G?^3g>BUsU4vNiv8+4M!yG>1R<+iWLOQ82w*y+3xwB>hb}~Z;8oWpJRAXkh7oZ1
zX$Va-ZlZO6;umRO5SFhT5d8uBD&so__Ib@ib3@m$4J;z5HP)u$Q07mc`AM7PS5X@C
zw(t-Zd_r~2xaECfjKq{sbml}&&$2;7NtQ0QRA?udKpuE((bGWQKNI6Ya?zI>7BflK
zdK^A>K=iBYnzK;QruTPSv7U(jiyr2UptYYr9$8(sLjo|#ZDiCwyYv3!aj}cUvZFF5
zc8^u)p(g;(`Q#J;cQZRCA+g_n4YhivX5ZZZXZr=lv}MFP^EkV444rg_sgui>imEY1
z4=&LHGk7qxh+&O(a4Zqc=9g+SM3QG7Vm6|7g!6E$N}fI2^E$>ve{E6OcK%Q(!YX~)
zfW%}iBAnS=hT^4y$OR@I*P1E6v9JG$ig_Y?WZ-FKgy6%EWw%zoyz3*>d^mwpd0&A#
zy(&(ho#ce#eC^^_HslG<nc=>#wi4#b=gYX1J<hqfr1xxnIovRLkr4`A*~bk?q~cF^
zdWfKz*5voK=Bm}I0;(ROob1VtcH^fW^L^E_Sz~`9c#}g5Ad570@#h1EFgPcd!UvJ^
zLELh$B`j@IT04Fu@L;;M{ZqA)N7n1OmXFEmaMA9_`_V)S{>bB?5%ogeN+Qwq5^{e9
zNx(#Mt`jodzEoGi<;I@9+u3i>4ibKZRCQcgnft0|c|V-<xRr{kiln1S5#6UR897vJ
zE-gVRaGCb(CNdA<kc33lq(ogM(5WP1&V35(Mxt?dSg7w8w^(TDtH3#$?alI7TxD1#
z0eeoXt8&Q_2`3|y*|LbOVR3R3SN!6pKdsF9itDc`i#Km1F6pA8%aNq%+98T8W%|KC
z3$_qbU{g}fBlT?^RTudW9ez_#EJ0ch{hWa3&B}Yz1SUA(imT6beOm`t`8BMDki6}V
zaz^MFoLpjDHh*#Fn3vj|6Y86<?g0Xv)Vs2V(;8_%$(ol29?q%bUs&p9=GPLv|D0Kc
zn{zM>)5WCyT5!f(rF61;0m9l$MEo8G;J&J*>Pgc2jvE5CCbTPQeVycQQXh(xXl+RL
zY+a6=^S_(feg`FUl)mWUO!t&Yb0#|8J!Xe&4mw^Cl#3MrzYBjHAxCD+_b4bY!KkKH
zeH*PObv8BfN5_^uyL^i-Ji&?TX&7HB)-cMp^BQ6;%CdeFlP{%Dqy_xSSNv@%$QIGa
zoZ*9m0vN8Ht*YyqlJSQ=jH0YcQWz=+ai}sL=B?OSuAjg2r5+}=AM_-&pqqAIjbIVU
zDI;jo^!^V3EkV-0y3rZxHm4GP+E~zVv7(mia7cIA%+8e}Eo^~C=%nzBx7?z|dx=71
z_9!a&bF5Sxk9*h~!CYzP4uC}n2(IctUVjym5onFH;!-{7RKrdZn&jAD&|=M8&gZwB
z0eW#X*?eC77asJt576lRu4>zZh5Nj^x_Dit40WB%L8YGUZl{vt-n+gn1zLRMs1llW
z`8z#AVr!ZNiYeRyRBL4!7kT;gDrep0@y?Zy?D0ie?aw9^rpy1ad-MPyqywf*`@G})
zdP3`n??SnlKA)#Pmzdc26jh(pKnmCxUn@Ra)${Li`h23(Q%R3M{`F%-0^~naa^vbp
z{*;XX)#5`(>D>re4Vs`p3G|*xtnTkpSwi3$SDZc<2|s%kfY^;P3l8SVXee2d4%zCx
zmod^)y?RT$NJ2~Tc>f6FVA(l3b^kPqlpE$-b{$3AjxCIQ4*k=zvEd>>ZBoVed0Z|>
z$|4|QO+!2_yrdUI&PGvh@qweznelb+Pxn4uDIAgUx3Y$F3m_|O(?K8Lg!zVqM#m`P
zay=b3pWZOS6+Lu0p>?+n?lwbbXuqa_T}S-%DW-;RpL$_K9g?`;^X7WE59jWZGHB0m
z_!Uwu5QAAf+=+;XamTWNmfQuiKVucb!B@l>p{QAg)^fJ^xZ&jru<&qnN7<td>3@49
zG~2;cNHw=}IRQff$!4RN0s|<U^Wl|OfmgYX+E~#&qfU@iaKA`s(YV92inJF`Xmx!5
z@?9mqhs@+Mc5?2tKLJ5!o`=<!&pbQUu`vGrCHRU2stK(UL-Uy)Ww-&!AKIVgN3>}1
z`-0|lg3QPAtK_Al)p2*aI{sTN%YfWaB?odjQwdjwY?q?+J4G3CtoCs?Mky^yLL23W
zH<!>lsA{W27P3&Pmqw<VU(k+o|CaBLlUED)VkMCN5H-<2z`AABx!ZNnuOlqSlf#Z~
z^cUV-ixzJ**a@;l>M|N3wNCtP`u`q+t8>O688Datel#@sDQVlsD_{Ul+xYV=b-Oe1
zDVNnWOx3K<GNDNi`>d|>cPBLRvpVh{dru?dUl;c0n^m2SK^<QFQmKOs4jG^!n|11P
z<?5fCqk4;v8ueAS+wEe8Yj(&RbP_2Kkl#9v<z=!>*@p-U;gy+K4fpanp-C=!N<u^a
z%)_EV6Pljn)72nzLi^RFz-DNYC#oOW=A|?)@)XVx?JtV8<H$Lu&kJ9IoV}?q8!2!1
z^V>}2^mk0yTD17^5i_Yd^g8^Bxu?Tdza@|ZJ}I8C4H(|JE0t1BD)fUX33GhPUZ5@%
z>xAZoy8h&(q&vrq<9flMqDYsSu;rgG5|mV;5*>sb<*(4?x~nW2q=e(_j$442%cw0{
zyssGT7*&79s`dpOQn;Yx7riVFj8NJm#Dyl{qaMt|<^io;SgM68p;@~@xw;g!*@3ST
z+PC4`QxUel7e1*2k|DgPliis43)0Ky3hf0g<m6971x|dA$avo>zscFzHwscqo)#*H
zlu<8}{adv7@DUU=weTmB7N*iyOnK?_`9$H1u5$X=Jld&Z4we~OCp`51jX<(dWclZ`
zlghl3&^lBgr|u@n?v$?C3}(p=OaHhC>g6p*xDsONi%(-T<7ix-cfDvri%}N=!XUGm
zk|rO;;qDNYyaR=B?4M?k*P_J-3mKIUvgM!hl?bwuBedxt7D9&hC={68qe8oMwAHVC
zmC(AYnXnFL-06N!3uVj62tx3b-%82XOTLP|OC{yv2!qo$lcJHHD&L|yPEQ1Qn%m<t
z`JhsDb>DsUBvW@eZ;I!oz>Avv7WcsXgDD`50~Vm=<sgp+!fD%Sw)h8!dVCkTEufnY
zPN7p#5mo`r8t6YuQ?q@|qVrlMG_y!()?XJ3$}ehH2dNWU%&LY_VWo~`m{ww(FAdK3
zMC`l!`+Hz?g_nAu%C~3%$pbjg$8QZ$WRaa+y7h~5*f`0-0V+1?=>9iUXn2nWGb6xS
zqRz^gj*jYlMG?Zq8>hKIix&UPs5#DnIk|f3MG(}{9;rJtxycXq60XUawUk6yCbaPe
z(Tv@0xAt>iCN$jR9{=)+WtA3E5}IHq29J6Y!qmpF$ix91o9OiT2V;22$G(qLeMA+f
zt@qx*?!?BQP3mISzM$He&oi`_9ms2K*;83=h?Qah!<m`Z0kW8VHsiHLi}xOKIagP%
z6g<@qQ33GW-{mSUUg<ac^{>2Lw47b;p{|{hb8#t1xJqbLC-d0?soW_Es_(;o0XCD<
z{t{4q873||kpAQxjMGZ5?=MZ;i1h;7!t#aqeqUBiaZ(!;GD8PT1JLx%QZG$VQu62j
z>;BKb#DuU#i}x6QsB(f`h}P=rGb=Q*fDt;+g^V=qr}JNJCA4(KU%TYbVGjjZ+cANl
zF@!eJ&oL4aYe6El#Gz?G3ANu}SIl@Y5AcTb>|r;BYG>T96{1sVIbR$ZlKv?4cP@Vj
z$PmrUi@L7<{^h$YKwCm<@sA8|JWC5up%=n9TB1lH1SNc<3PRI`9CF@ocAE)p@2>;N
z&X;s`Li4Ph&>>!D^!)AAvy!{Q%-aH&b#H&F7Sh4;Kwu{qJTwLDG7};s`5PSk#r3XJ
z9s`O-vAY56s!&yBJQ-oHr_?PgQFm;M&KCc?0Dj4Ku>4Nf<KtiTVv!Rn8UYWmx3jiK
z`*Q)~<hQ2i!K@RSy*frqFLa)2YG5rd*jv((*R`fosmX!KS#r*h*9t#5f(Tkl@=OKN
z<^y77O)`R=q}Ah#@)5#-O-8}IiPN7jIO-w|Cli_R?9DF5En0k}phX?Fe(s?n%g{=I
z<|gT?IUEkOhWz~bbGrZZdE@Fn?sl6~bZ<92g8gN;5$2!u<Ew<$k&q>0rJrC&M~<7E
z19RN?UU#4r8@a{Y&8sc)wK_1`h&(3Aljt~^%sU6_<;(Pa>}S;#Iz~6Rl*m%sj?Z>+
zZex}~gP(irI$Qj+Vno|=t_#g;$HC0bXG>yVffLR{00Ub&>b&LbIIOz_{MgDf>x5=J
z{iiOyFP;xqw4<fGo6FK+#;dxH4f}8%V!=`Tw;M78J&`fUN}0rS&nO-4OSGTNma4@a
z<Ctw7vaP`U7UI_k=TkR6MeDmoi;oef{mBh$U^yxo6?WiGty7ckZ5cG;3bMoveL#jt
zWd6Y2oL%2fw)L{Q7=Rv`53;xk(6{`PD!U$7-%D>Ts%Ev6pmDI7KW><II?UoWlWhq|
zB-twv;>CwBDBCE0{pz!&%XB}zh`vW^!yPouFiY%<M5jojNReg_)hsbpiA?5=&e`H)
zhs?&|PTo-$2$@Py0aaziSs9sw9SaYg+YH%CU_C>7kV84e<Wrrs`nkT<_xm%eO(Imw
zaej7?pD@iGwO$8lkTC{yM0$j5!k%@IE>=(mS@#wXK3|FXcWn21r^9(jX#VsF*Fz=)
z#!Xl{+r6AmO0z%6h##~Ht^X(l3Z`sdCXFbt{c-nvhnE&D-c+0{b!cZD!kBSc<uMa7
zK!hwU^PcSNvKM5Lc|513$IIM-OCb_oXUU|;=@rxVE1}$_%SDJsLX!!YjLT@9fE6cl
z)amo*aJ4+c8OCsyb<d*|v5Qv+6Cqj;@AzLuaX2_<k;oY>yoPgwKW2e$Z|8b-vQx};
zEc`sdCfNC3vCV4H;!VZG`Tt;x8Mm}}W)>k#X^QIflGAcoB2ysMLsPjeY6(u>Q&xzP
zy0a0iqTA0WC5jdMQeRQf`!;_1bp7d(49&~ALR3TsKWdLD6&k_+zQ@dPClZ&}FYs|3
ziS)Si0E_9|B__D6YXxEQd<(x$3a|*wiL6cOmSVF)8cXPh|2zmS!l{pHd7|{E*52LS
z(I*;@m(uif!<R*i7H>Anx3=_>pqUF}2!QkYVG1*YDKILT46n+MWGgzsR7e_3Btx`v
zn#3S=OD$YWX$aot0b2208aCDtbqFF(vyi2iZmi~M3i!w6d7W-4>8Otdw5EUx0spI2
zliayPvN>0YjM0R23+hHarPahw2Xw1jR++nUo*SP)jAJIHPO`7m>18PweI>-i)*BdL
zd!C|c?!c{X$-U38;cL<2Erg^6Y~0{=VwAeLOePO{b?g1Ljb?f}>5%d3R|VDzbZub2
zbKD)lRkxe9*6#~apHgy8Wtg_c-n+BZl;vJ6IR!-If+3|6{pB$wVpbA!;=C{v<M<Nv
za91+>_Wok?HoIm0GzijQ0VceReOYmuqE#Xz&8!C!a?h))nX{Z0p|~!)o-$I~J9pc%
zqeY816-Zw?U6JDItW-EEVsrk#-CMVbbuWHK%7@Cp3CWqSYm^4je!1!&cnOEV)!y=K
zrHV^!BM@0Ck?pV@pcrF1`M>||>W(r3Y|kG6!F5WM*j4j(<5Rnuy7g(lm#u*u%9NY<
zCV)@6z75!@-q3r(<-w&y{doVV{LS)#o9&sQAN2mm?lG$7n^{%hG=WO#u_K!L28n<c
zE#6>o*(XJX6^hf!q7jXxtFzg`9Lk_(6@{q2yvkIq>orkN7)-(KWpF^xy8V9d%)*34
zJ(NYB0t7BYbs$;x`HWMQ#6<{4YP9>HYh0lfh;fW(Q#mZI{ZQa2xM@#a-8|*g#L2YU
z%%W|)1(Sw@u)$n^)R+D)wx6*j^c`UKtFat3yBRqLupZKOEupn|e^GZ9D};YeP%>UF
z!zk?j?B=1o-MGZkMg8AlI1b^}zVSt&5$k}M5|W_hMRK2$u874)*aJa_6em6ilns}Z
zJ|o#Ay`aYXTSSJKqf+V{C>#V49z*)4B0X-vk`<W8^jtkOw$dHb+Ezl_B%N`I`EB^7
zpAV34oEF;UjIl-$|H`VOMT<Wbn>#pJob|FGAS6Rj0Yz|QSSPe#LZoWY5I3(f?geV;
z)ZZPbc_cwm{)<#o$n5k~2cmdR&_-_{4votN<UmPN516`lAX}wkrno0Z6A9vtG*|i=
z1-=BJ8r!-YH@`2#!YOWk&N#!zzq~(lM5R=ko(8gd{1lzSayC-&vGN&g(c&G&L*KjQ
z|NkNmMnqPTZnk!)E{7Es0v4RCdA7?2rUjQL(pB@tO{K@}5(Pjced2|i*N%97Q$sqb
ztb*$817AT>c3BX3LkO026h-8U)8UpXH%VfifZ-81x|rz<N(UQc<v@zW#!d3)@`S||
ztNeWV{SFQ)ly2Fp!o5YTXLtfz3C-&I<J{s|aD!z5+N)uDr(9GUhQ$}n_b)O^ZK}2{
z-f8G^6Wt2iB45cz#NDng$tbC@Is&XW_Ty&DnU{CR-Ogrxo_R=~dLP^=HN$>CA=NMu
zjbJFqO(cnWAbwdCnF$ZRa`QXn98quce*=QWdA=%dXR0F|1lU9u$Onv-t<de6O9#zP
zr~N5{uj+b7-N>S!cKu}1?E!Cg>Zh^=2zxvKiZHP9rt$|eE<Y}y1m$bRT}WsGn@NSJ
zTNBbdC8lL38mp;K|DYjoRuDV+AAo2O-z05YyxZVbt0Su1+Le}dSRxZ*HI3ngbKLpN
zoxGILY?q1BmujtY%R}|m&CEC8D{@`unTz1G!m7#fhJhHs7~&mZi!}ft8PQhc%^?J8
z+e#`^CTZ9QM;2Aeg!h4fG~zmtf4r<3A?Qu6H_IyS6jJ>Y=gQM-xn)fKF1%S3U_bp>
z<dYGgFPi9`x%4^123o-zq*j$b;?n+UO;6)IFjZv`ifrqE7VkLH75YOFSuV934@6|`
zM8HReX);Kg{|_&SvhM<vRgS==>#MHNQgV15*=LWIl0$n=!=yU06J<1_(eandKTzWl
z)1(1ZZb?T@MruAXHDxY2i?^_6*@itrM)2O<-MzwF3z!4+c~g1)Ge0arbTt$(WXPG+
zfk?}p+D5By)GcaqEn2+65QX{WOdB*AsmfH%^}<e*Vl{cqcSAz6_HcK2g?9vErXyg3
z($nnY95G`yS7_q#<k3HZTmYylwP!sVaPn1&{ix@G8EAoBXRii-L>K?=7z@Abaxt85
z4g*Ge=}-Zd_nN4C_wb(u{r0D}4lP=|%@C~#;+jHGAQlF~Vnx^Y|J(nsL((g|IRSJz
zmuf9za(npGY9WLX4}P6@R17z%rYJV<><4AP$?h*(I04HljW&=QF{`4*EdCGHD&ZNb
z#la4D9CXEihxu27*om5%CbSL6-?I0#V+J;l%ZiH&5w@Hj%(YbVG1V84a5L^~@lGRt
zf@BcpGYh%qY63H6v3j{5+`|c_%b3~d7q6_;!BNR@a4+r*aw$&4(AHj`AUgnBrbt&0
z9X7U;P}@#PjK!Fa*9>b^Y6|7-!Py-%;R)}Z%44sI8TO!mc2w@Y^s(m^K>A@C2Ko!I
z<&<T|Fn>6!ZyA>|n{z~|z1ll!(c)zT$OLn)g;@Tt_ORUL&qO##okOW===rcqU0qf_
zW1P+zk-t0q(wMTF={!VP&~(_)N!;fw$MKqy3-(fXxjB^?g4SF`0Pnal=@$x1zdMe*
zqf}pZ>@o%Zyus&I^l*2FZzWdI0zAtfjw@S(a}=UThzvK8uv)Zun=xid!&Oi}$L66E
z?^HNhdJ39QX03Fw%cPoUE-=$48ufnt8nK9c>|U3gUNK4KG^{__6KhV6$OzSlc_5~G
z6l%38rts`WqpfNlo1q%U6fp|!9bTFCn3644nFWS1;V(6C%jvVvdn&v;#TbiD5jQeK
z;z@G;%f}0l;9y>_oNm$Lcf_UrqX%gy^&ka&i-slt3<y)P5Gr7&5zco3NYv?1Ok?tt
zOketB6~xPmi*vA|QmYFBX6a$JC)V0bp6i*z>FQn^eNs>9k7!v(_!kGzZzIscA$$3G
zu&YAlRzp-?m(?bH4|&Oc8*CQ8{={6SMT>VDrCS^^1BX*^MWUgXrL~#CtvLik_~8#i
z%~@`(gneQU4t}pCiWVvWatM7%pJK?3nu+#mo8mJFWKIG{d%UjO_6jix7+GK{5m*j>
zF`+8<a?V8{Wl$_}=tU{zhy2ytAIZZlTD*lARj_()uTa=XM>=0MXwbUL#!s&qD(q9~
zSEPiNF8$G#{?Vb@6fmvBY|ZCACf|tkq)?KKAR5q$z3$PxqG#<NczabC-NSOZ36)y(
z)Q7_X>{Kjeb}?9G+5ZZev_*@L5s`jOSn+oStJXzXiWOpDX3+epgjSavD$iI8`wRhF
zPOz&0rze<1b|Qla&vNe>)J#EXR?HG3z*<w43ihg+yVi|-{cu=MdkWHK(GO1y9>ml9
zj>9w<^EI=l7A<l@QyoYYHq-s|*gZ;vwkzv1x%>$dxMZIGJA!&{Qj=6ep}+tAHwQ<x
znuJQ66_xKnxSSDfwX13~j?MyM9vP;)N?e&fU|;H81W2Gi<B8Y;crI(osv7ETay0s-
zD%9{^W}c08-l9bbj+hjdDR#hf2}JII>t%R8K6gzfbp?(f`bFH<m06YwQIb13XnTl^
z1Sj`%%^X8;Y%Nv>F^WLhAL38c@@X(-Zl+)}RHU2s;s<x&KJk(P$}?hw3Dh&{J<G=b
zOxDR~adp7(T!WUiXi*2u0;K<<i`+^4*F?CrJYXU$%84Z6rbhSmu-S9-r<j4$=hJ}D
zf1boxvo@Jx?5SJ<%kuMsJU%{-R7oOPAj45cSrEAB{Ux)!^y)}-7lkgL5h*`U(EXOh
z>l1y4BWRm`36R4vLpj6j+x{9{+7>O|ejNG(VOoXb?9bq`=~sd4!rbHB9#n{pU%x)}
z#4=}L+&-*@=45}ZKA}9?%y+mt<QM9zJVp??-@kvq^f2(pWr|1o)%6fq2t>(XqG!Vs
zl@-%-<&(GD?kA<fB=<bM)+=KITeNs<!Bu9=GJvU(aj2%ov&u)se4ti+`|;5*KDi-+
zk-8+J!`0^&N2hopQ$>Po1?pfZUwJ9}G4F9+cmCezSF}`8G6%S#%faOxu0db4*`gju
zPzPsGm5fg`l;PrI(=;liZhMfN##e{$p1i@`Zug{@Xwl-s1gSJi+Z^ED2!XP5o#&3p
zVSvK(Q#7>%2<j$xkIkt_qCqGl`-YTTx^qg|sW)orZng(pn{NRrOWLm0kSZ#BNOOW$
z=A)#b^;>gA)z%y?KvIujg9ZrUs*GDN^G1NgT&99T4wphky#V$Kj<@!wyD?J5m`*Hr
z>+2_q$(@S4Nh<y}e3QrH(|BrQ+oHt>2>1nquBf&eR;dBt1D?BWj;MvYCt7R(=Bh$H
zs;bQu03rQr1xU>8A$os1LkFk^S7d4RZ2Lu>NvYm0Tl@KY&06Y|#0qL~o6ZQxV1u*j
z+{6sC7oiW2_ad*(c2d(CG&%xZo3kD`R~yIO@d+QD05dE#Y|o2Erfb%mrJ)`mE#mDf
z$<wuH@kSzh*clOMMajXb5mowSp?S8F<Hqp*{{HqskaS+wmRXansFCBAuZqhV$r+I`
zy8Z2BcXid`7Wmmx`KKf_z7a_UJ$aGT7s4iSE1RYA5{Y--g9Od_ne9FdhiuU4prA{0
zmXca&;}YOyaQiz-F;e)5_39Z^rcfUARrWq>yRi+oq4l0E{uzObi`>R_-iR~f$*!Ko
zQUNG})I+Y<j<-b7P3@3XHcl*a6Y5&)_83)ILySUD5ZXh|Q5Zw9yp&o?2?aLzToYbA
zXJZdb#ac(Z0r)RanLG+16e7A=vb%<SIF^p7r+y+1gpPY0{hd$yv7>Qe>DMWBW1iZ*
zGGeeri$4;iHm8Q}ys7Lm^&3srI^q2NZ@GL@5#pYeZMqBu)fd|K0UumeigwS%R*kZz
zl!{1uYEcRr08W#Wr|ED+{WcE%;b*UMUXF?(6dhRT#$p{4wRY=0No4c86S?mg<-6mF
z?<i%+|Dw`6hxiJYfghB$=ODcfTWM5@?$pRoEk1OF%baTpR@lA#HeHqHQ>>_NDQj5N
zjbSQn+f7*>%Byy8FZxB@9!WCJY2l<zC8`}RPqz#!H{<*?Qeu2?>TiBvtt%tJ$l_K-
zhwMC=XQ8zTy|^As{+lb#(faHqDlPUoPOluHIS91)z@dvj*)ZDGuVhD7$@0);>Fnup
zaUGAx%{Ayx1E$7B5_~&f=~7ZALhCbpUdU@vZR1(=?ek<Z3;Yf)<jf|o(o=X12@TGA
z`Y;;<1#+K~TS!)=&fEFI*F&kYgCYkc#5evNP8Bch)QYqgA2e`vyG>r9%24F#H>pWQ
z?XcWQ+s9}()}TLs^*q&ya4_F~%+;Rsd7&tM<NVWif2&#IXvR9liCD)j2H5947-8;D
z%w`zokJWoI;E&(ls*gy&BQxYmOdFkhp>|UFZDmk6pPtynKb-%nMT-v*uzlRVrZ^t2
zfl?yHzhd0r`hutMHT3DlSFgl~E+MjJg~`;}^)G{`V#|3BRJ$cs32kM!<gI6qOw)Fv
zELiBqes(#hrvq05H^NcUK_=C7va38Ch6PqxAG7u6Afv4%v=$#VE|onPYm+iCUnvL7
z)fW%T*ABG$pH}VozkEprg3-DF{!9ly68hfD7Vk+faVZ?|6@o#1I^uMl(3Y;g#H0z~
z6kFq?EL@Cgl8EDp0^1ZGMjF%>2ID-)yASH%yf}wgEj?jJ==|U=kx%W`!n#F^4-hat
z0m{p*o3FAC2*%bFMZw(GLS$@90YE*Uuw9R$=G~$Cx}@CY@^mN;@ul?qv6l7EOK7X{
zR4o--4$g5Ohw~1~lL3}1zE?jN$We-Uakx#D==Aw>KvSs+Z2_oTo)76)WI8NG14hwY
z>iO#58qT)GhYKb#m1?xhUec<*1hEbEQ%Vn*k{I0IOaTn6CT!OunA%~@UOY)Z>%^v)
z`2OW0N&NP3fV{@xIh>$XQuURtFXQnq&s~GGpN6R(+%8LNJeh8B!=e&KH?+N?RGCuQ
zp7{R-Y-3f4m5uXiG)ii!N0%-8-mM8+ix%%URCEFb#!BuLlNLiZ(8}k?R>Lm-inw~$
z_u~_Fgwk_Ot`D!5UX?J;6Q<}_!hwSH%!Ia{p>0g7BD5ttyvJ0e30XcB!-LwJ#<?!N
z)sZ>Qv$%yrO1B&ueEISvrMn{_DBdp6IHJ)3JfVkmvJ52KB(22<io^bpF2>Wnf4qP6
z%P~%<yoTi(sW4OnE~^f3TzaS}`4N=N+lMo;%9El0$rGuW-*G_n67wIacAlHiQr-2n
z5<UX0X?;p2``-yo3FAR1dwX)D{?010p}!Rs7OWG+V54O-8&A3i)>&(+8dy&AY9Frh
z-E`=E*t=t6Lbdo<F%3=~+$vxaMq94dvW}I0PBhU&bzc^s1jeiMtFzYLuIU<Tzm;LV
zwp#^!0c?5V;qGwbt6V&w%D6ozp`}Wx-b-TqXt!QMVP=w5hDrIPLcdZ{RlKZRw2BDL
zaGG$H78RtbwJ>=4(=hYrf4Y@a9m_VE8$4Z;vqg)y96w+SlK$Ub4ZdXZGh76fQS?SS
zDX-3tMax<-pEoS*;@7VNs?V2RI^ZS2SjN%Xn(`Tc*{Q@~n)JMcCIhG{5y8iEBQG6y
zM}-7SQxC5e5udCPYtG%aMxi{oGR-;ggqda#>Dp^}W8y|u%bL^aM3Vb0FWsWWdx>-{
zeE+h(oOOwIRxjDPLYu9JxpadnTBaN1hV**iAT#^>7Q}3-Js$oeGoRFX#V2kb&V%IB
z=OwfbIja0jO8Dl(q(dwoOzD%U^00jh?<sw-q-t_;xq@WG3<cSwJW%>+I{$;F1GYtH
zi;oh5(mbR4jpIoA;l|@rK5_2!`BWzXw5tZQ9Zy#{;avZ$>cC99DpX|U_j47Usp@C_
z1viu1Bf~bHnb6V`zkm6{pHH7ZUuv`=k16joavj{q>Im*eX-6{3IS_NG&~#;!U)1H+
zHExNXJ^m%=lxQ{>ULtMO>a-T`KSWpmY-^vo7|I82UgO&J0Cm9Xh$>tB>PKznIPUgP
zg}n0WD>&H|1X>+Zn5EPEOU0$fU$ZPh5_slPphLM>XVh~+q3V&&?%}3aBPd{Eb>nM^
z`#?|f)GQdT4BS0_29lOoj?GadgmbsI!(;lA+W*`Kp+$?g9I)6HRqY}@jWwJNOVE2A
z5ks?>*PRoY-MFA=!i%0r^l;>1Kf^esOv3Te!{t}pI)_<rCuEoK=Y><5#ODBO^#rOy
zR8svJwO?OIRtBjUJL8L8c>F594d1+CbQOE%>rY@1agPpsQj~3rRnGDisbOAq%Cb;!
z;CI|~CM{aL@rX7XZti^+ceR%uT-Q`;WSJjaE(+K!Il(H}YXXT~o`dlqPhx;lx2;ok
z4tIT(a3u)a_?3hfD;_8cwu|pKoo8y*%RkMQn%SjDeX;Mw<q8W0c~*c#upSu$%s%fc
zMLPJxUr@#Z**B1HS!9l0h)33<#UBr`CK<&Hj#fc%rxn4~%?HcWD_^|I;;AkiQh2(&
z@f2=jA8x^K_?uy+^J_s5oEz9p0N9P;w1a+rLObqeLGRebOF1f@IYxn7acd??pXax%
zMX8;BdU~FQr99~~)V4hS@}UF*=R`2m7KVu5w;5WCcON0|A_M$$zkK<ErQ72FZQ=cu
z%cOU#MkvieE!O#HAPeLpTLMZ`pY`MS2nmwElS&S%RXjs3qsy?3UrA^kz^(<OLKxoq
z0sFPeE)Ah>JU-RcCRjX&+{KG<cXb4Q6BT-U%Ad#lw{Q?oTfDTDKgw};jM*VVFme~9
zAX~I}FOmK?{{H1VR8@<b&ALe}O=W6i;!IEyu)*IeZ@4NgL|~;JBwhIDY1rNpGJ;E2
zq8O1}^xwQ5FOtwwiCglFITImIiQ>FWg)+&lqdzf-7bmG@4R%HoBNHlM#r%LtW|tG)
zsyKuShurh<@DSnW1rB>_JX^fuNSCmT?(e5`2~ZO7+wd)zwO<=malogRjuJ#C5j{Jc
zdp`|xB><^>weU#S-ES(=<n-=6UT6VTy*-?!++Rv)9s5U<i!^K9(h6$j@H^roEi#PP
zV+2f2tTx3vcqI;CR}XgTH!6Ms_^Wvua;<i$VYe%7^1&Vaa?8-7#d{1&DGHNum#@Sj
zY}s&YHlvj=RGsZ6RcAFm!nV{}6~=j^-~JA0*!ar{Z2(;M3ovQu4KuCDuCXX+!|m;^
zD6%qk&Yj_$FYOda^Gu)l-Q69=bavAxOTM1UE<?a0DD4^zs>Qnv=B^q#Ubg>r_+eHN
z40&3$TB4=PfyPhuom7O7YC(7ex5}};ayY!5Ur%TqMN3MG=%wnjTic4z2XEbt+DF75
z=k4>t?T*6TsrGxkUvSe>ojf8t6_oOr#Y`3tGYjTv5W0Z45#MrFEn2+6D8<-*zn_Nb
z$G?7Tt{OcQ!}x=T=BiAUm-<@Sn0P@%3MzVU)73p}^+#_ZUNE6`SfGTwD1r2uT|Gdg
zdoE~Vp9f@V?T>=8Sayz7JNJWGs~8z`xI0inM46svV}wpvu}6LZamStFa5yw5T8sA^
zvk&GV@>nCN=;sfM8O=_xQ^$e-LMT<Qsk#i<b0tR(^<Yl>eY^l)|Fhwce_kq~bxiM&
z3YXzwN-4`sBEG}mW8QKoI-$^flefBal)4w^yaFW0EDI2_)hW<58=pMOW~spOTS3A+
zYYy3>#ajq6E+fQkoPx^c|LqTE2LB&{O$#<-HkOyaXmp=l2+?boB$G68iZpbUn(p5g
zHsHk*T8FhJOwz#xGxFi^bE62!EwZ$oTCVsXm_UjTyUJ_0S`>(}>hyhHNl0&NtblAW
zB-Gzl2^KVsf$r_;PdvE|z)6c1?<HgrX?&n|Q0?;z=QUM$9uyAYD+H7f0X|hCkj|ZB
zz)0$0h4u{^H4#qVn_k|3FjPM1MH8AsOCA8UI5>B32Uf6@_dm}_=aEh(ec&g1!oq@_
zCPU1|IReD5(16t%f--2xY1Hf18`Ih(Uph|hp>K0EXwl;BM+8&ph^s&woIw!&4}BkZ
zF%@Z|WNTg77pz8YFdbOBL-vlPNQ8K!jC4eb7BmFF)L-kJ{X8_G*=Lf|&m(?~zI;%<
z4Ce{y*Q|0wd6s%f$^3gm)!9_<$p=WW&HMY5qaOcS0|o24%T%K_XjjTBrXx(lkZQ1W
zCSfmm^$0nmV_R;v_;7(z&GP3$@nbwbK8in))CsoSxf<Gpvn86S<$R3*d&mXF%gqDt
zA$TgunJ-oj{bHyd+6yH#a=z+>bLe}@>JpWA%c@tZ+1~g8UQ`6f4m7z-_shI%HH!4Z
za#nDENGXdyr|+W(d-N5|rdIrZp3{Ac7H>JE6>^8&ZnpxA#X+4o>M7Z(ZA{squ%tVT
zZdiwqnv|}c2YRw&ci;x6GSpW|>#r8Tp_%YP3GEU<m!q&-mYYOegnjUEfuR#kkd=*a
z@Pp+H(@$<5McO6QEw!`@mAOG?1(*PY`Z4^5l1)(SG+TVQkU@$~sb(R_JfvbET?_jV
z*3K!j9$@?w7w(+*VV)O(Q5E3~&TE-E_M~Zhdy}c|?~a#EXkN8S1gtv_!^7NrIzO0)
zpDi~9=Ra6-Hm80{&tm`R)q7p)WWR@qccqt(b*jG5kAM9bjj!vmRA8qX?C$Qa{u*LJ
zJK0mX*{;1si+2>_=)@vwIbJ@(3NtS0>Y@uY*mUi5D9;v)Gh@D`G<Yx5W|@r->FNIT
z`IP-S!-Ne21&hR8#f-1?4ljgkIa3;Wse}erDXp>;YcT*VcEdIVmL;~VTxFqP4m7t)
zJtjF#4-XFkHJe@5dm;CsFpOTj5GMaHL#ag4Ch;I}FrsSxW{VFPaG+Bqv}rHxOq3b}
z?v3`G0wBIcq1QsI+)w*&0t|%UgDk;nfk&VtWXFOKF1P7oKmJj0nu9ycOC_{AWHPz)
zfNi8Q)lBvpUWGceV&^2IdwC>3C_#XrJO;Qzyi|mHD;aXlOc&8$H?g~{m(EeQJaV-3
zr#bHB+h@#RU6FQt8@+#v7B3hyX;PuZarArLMbbRiS6=E7U+#8mC?s_SI?eB2z5}Wu
zzl|9-ua6l95*`WDWt|rOoER4pn*ALK?Z(h4nQ<K5t3MPN86E1Y^v!a(y9-QZxbq0g
z?drpiU4(3i8X1?b3F<+y(--jp$We-XE=P05hZ`n)En2*<sQ<4PTOufEk+Ugc6g4kk
z*k-1m>}iy;LBW}LSd`WVA~|u;!F9}lfsO_Qtm1~B7^eTe__GPk6cpS($WAl2gkuId
zkJ+-BpHJ+q2gE{+0tb<UTOAX1@9bO;Vwa53h~FTRt+=l?c0h{{8T`6W|MMSuK?_jX
zrpVVX25UxqgH}%$mndT^F|>h(ZUJf@or-cJvn_#GR%Si|qhh^xw8!7{1~0`QOlWHP
z*QatzHkkE$XTIuajf&Ldhf=(`qPYPUtvQGHuc5ZXAc}2SBZc2nr|z`h?`0+W_V{Qm
zTKr-N*bKz#B6`o+i*lVRDZ+C-94Of9118FFmF?bO{>#e{b1D&8J-hl`mh`75(J$K4
zJvCl-%XwpvP!^#tN73N(L6)@k!@RHbm3=4IH~cFQ*SC6Z=xsel(*YWKPbFb}ir8OB
zk{s<H-pjOT@#5hycquJU*sJ|+`uRx7QyJ<2lXhk|AlFwGFg#RgL1uAvuPU96-Lx1;
z7dT(;&>x8Ocr`@F>nAkG{usA+1o&+Vqe&Z1Kleg6yASnh=I-vUh|mhbb47vwq}B%P
z_nFYJo0j!N$#t+^ZClP3A28^Brrw%DYBmLqo^qXl%GBU#IPXw+Wu+@_eN5Qlm47<$
zwdI<+FfPl0hbZM->acnfzkYq8_jfT!&93|9-xr4=D6@=X!^=oKk}uL()t^9EikvXw
zE(&V*%r1~S7j8TY4di${iv2<H9q66EZ!69gA2agQOW^3SD#KtbK7e}T&av+4dmm3(
zyE_dS5FK}Zp^%2~0zVk)`{&o%dy*fI9F+rFFb%&^po6fD-<{BGDnT>#Niw!j!na+R
z<pW9$DTGk!Q<A=Zi$Ct63B0ZQq}fasnx!fe<P0DpDVq_6`$BKAMT@r;5gx%ciHR`*
zLU2Vx+av9)q;4bR2ZQu;OPVLPr!iH1=rO|<c%E+H!jAvX!<bz=<82yZPYo^wqS>~I
z|Hb(7<%^^g3P@scERs!jLl(G0OCC`J$E-V72kw`T)b1C*B17tmS0JaC=dS3fEfu0}
z!)&zph@l{~t^d72T{o9pfKwwWUE9*9JN8kf9WVHMrlQMVwKKL<z{ofdxCsNYYs_@n
z$@dxYI})18Wx%7HQW&Z7q#*hEPNc*%O%7X_^Y4@t{x7d)0n22Vl9Eu#QXPBY$mw-A
z{pk+oa3j66MT>VA)^2E`mN+lK7-G<N$)`gIJ8rY1p?zff)#+ygoKtr~wn>jyiT<e<
zOSnMMn^c+Xesy>7f(Z@Xw4q{8>^*lV*e#~a<}Z0SFHXj#{u)x-yNy+^h?yHwtJZ&u
zhYMduJm#vX)3cS4<~&|&(c*)JFb9z<_)q%Kb@b`DaIvJMG@k7UXmcq=+F(9^{=E9_
z*RNldt}b(=TUTr-cqlum^F0U6eB=r+4*LFi6drClpPkTrwgmN(97M#Db3&Y$p74z)
zhH0c><G)G#L?><pIVPI48(V;33-Q8_n)utAxhWNI-#2sN79Tb2a!|&x&v7Tf^6%fb
zEsD<fl^k57R`DfYr5<V&z<?j^$QH>B14RqZj~VvZ?rjP0<4X6)Y^vkIS+~sDK)FJ7
zBpQ-;cXv0wYbG@Rl!Rso^T0GL0F;}ucgL>)FvT$Rb8bsDk<xS2?_K>$^Z_h{gHmoL
z+yZp<vHFl<yb`%CsTG7e9U5%E1^G%++WP`S*!s;DA2`OP@T^>1J1H2Z3k8NK4KA-)
za;6Tw=oyMcZSkgLp~5^+jNZK8#L$M^{B9<M`C-7Ls)BUyT(<d0?G-VoWCo?vNPX*-
z<J_3gfUb95+4t-#^%bM$Soy3Z|6I)yE<2uVVpq~vK=GuL4^6b2ppIVff$9CCK&2_?
z>LZHIU3&G2C%-c_kmgU(&04g0g%E#%eZFvhHZJx{<+SW3oGLoy?@&8B{gArOQi&0J
zAol=d<+sL4>gH+JvvKs8>f~Doye|p;)qN-tbf@$x`vCnSN6N#d@RtH>FC;Xm_wWdy
z?c<F|)7N8yXNWD?h5>^_xqcT})!%L|M6mcUr+ZIe?fjwTuZGZvBIOiw-Y!L#_&^OC
zOsM4v%;urL?ib&p#hVS9abV8>bE>%XKH>ussLdq>%+jf|I6O*DsP$CQj&b)_uGs)8
zP?iy+Gy8hqC;9egj+UZ0vG?i`U?pKP)hHtyYTIl3gRO){xt@rsas=EWb-R$iwkkg|
z{9K)qZ=@bufr?IHZEiXYvC63p@9-T#sy?0E>(pJ!xziGgHVNrW#Wu0)l!4ynLZJlB
z^_WhFY*5&u#Rm%rmsxH1Zu_5H24#I;Lpn)m@3P-+x!>Cj8x9Mwu2T*IvzcMKaHWg^
zv?Ed`k(JxoF#J+zh1Q!qTXVbJP8>`qmRrOqmeePKW?|K9_QKE~?HGHeSu8`Ja`{t7
zE<m3rpr9oR#aRfL&^S0(YjoEN6+xo}aLcy(r#YAdPqo}B`F2n_rd!U9)-d7inQ*me
z@luiU$xk(+*H1~cRs{+0>6(JQT~UMx8Ei(Je8?nC>aSL}RA#Ivb$&;&TqwT6^T<PK
z?HO;)Qj;H@Z2I{?STBmeI-zODYHi9D0M|iDY#%nahd&JmpWm3>mLszFdBTaB&-2Z?
zNgWv+5wk47iZ@fpgtFCGAm&7Od!)kky6j|&7XPS-pFa7*o<`>3&%(7CDAR#FmOWEM
z&da($72H8o_g(+0=C%-kbyRx`d&glu6B_L)B@6XpZl2D$2#>r%urXIbA(oWs`-R&F
z{3;AO0~F#I$|?s60J9&aXZF?3wndBg9>?8|==T~`briOBDt@Fz17}cC0Wz~fDFPNY
zuTYVXR*lCLeZLw<gSx)WggTFMAwMsu86x_VXt7<k*^Mv=PH*Jf@a@?LAMN%AbK^92
zL#j(xNHF=tQUOWwIM8>*$dzJ@`sW>Xnq>NO1DnqO?|=VYj-&M37iCqnXz^h}#$tOT
z6;APUr27Ww<lZ^rZ&w_s4lU9b1Z8PAhdh5n5=}g(<Z2bC_4>E4DoB^PKt9S$K5U`i
zuf#;x<D89u{OgDA2nOv30g+uaaTcSt2lMcx7ebG0RP2IdG2_FR#mAz+IZ9z)&`OeQ
z=1S)t{IE`vGHitY1|YH)z9*)PF+;A9o7`E87U#iz-yrC(L1s`WsN|CG^kO6nyKa2E
zrBAxzbyEX%#5D+36p*o*cpkvlmZ=eXE>{EEk;DXgKMbm)OD#(0M%08-U+rX}APBUr
zwu^w_R3eV5;GvlTDvK@vtV<W9g`Fj{oY+>HO`7CAOw6Z#O7AQ6&XS#Y{x*y`bEc+s
zP!FtG?*cH_0iAEeb^zNDN+$tx!VjdV(H_Ks&O(cOusPMk)lS}TIjl$np^)=rD;NhS
zFB7v=U5geiN{Iiav4`GsJ7#&|WEs_1T!dtLCKp{+)mB+l9du)ked^>gFGPUH$H#-h
zD)KleC9oa6qSiVRpFe;0093?EGhdJuDZ!>L_FRk_c9v!VwjWBJ_V|~ig;UCDuqLk_
z6BhpzjO!-F)j%^ukP>_eS&{-2cfLJL?~cq?hYYDLxzvPy;R6_>|H}iOkq!&dau8`J
z$#1TF8q8Yyji8#qQmsAULx5qur3K#kX}4(6qEocI$ZmLerO`wZfC}dqg_(_C#d>4O
z989Gh7NFuFiQ$hWfgOzaVZj=Jd$>TP{BAu0QWcIZIA{>_%5@si>l*dX;SLlA<7#LG
zOP!UIvYZ%<sHjuzg|fOa8A}J>1nb62x+O;1%=C#BjG2(RR0`XwwVzS?!<bi@wU{>D
znWH!nFE||!|9Ob$`lD(PsqJRzKwGqEaZ9jlI2>lc0Jm~0kUWWmKX92p-akgE+=#!j
zhcjx`!5zY0^Uo?)vWF!`I|BQ$*jXU=_H66mw+mfyq=NtL|Cb)=&_QRal(D&0d~iw)
zAPWFx7>vs+G#xYZrbkH!!{5!1>p@n%ec@9uL>yauQQeB>3G10fik9>{2-H8FfBl(U
zVW|C%AauFi+U-x>e(V3<=NU$%C(ib3;2@Zi`k;0=2pp8KQlnUfz>ab_yHOBw$b9f2
zBkd{wXx!f{QJm~jBe?3=CMYUZY9X2FVIqgrCj%>$EaNDT7+0r1aP^RLOVASoICgK@
zPy=~u6|Sbx+5E5}Zv?EJ-$Ke-y)EyB5WA?<3492(P%uizjZZu0<i%(E3p?LuMB&@E
zTf6;{+iU*cekC09%>5e7NrQEj!nULa7-di{Z_EI(H)^Vj)Q5y1DAr>L*ux3~$N^x_
zW_D(jlYF$_U%|?X<6CbtRUxGvX|4^&bh^Qm?+CGmM{XHQ%2F<XiFvSpcJe%J>vPg0
zo&WqB0YU+<iqLyfw1n1ffA;pLuYfrO&$g7rIS({eHa@rNP=92>$4cEriN(0ZnUcv~
z7E;?(Et7R&AA(kc))9kY?SG%EQ?cpGu!<4$$>$yab>jSsrrp}@HE)0V3Rr~jqXh(V
zEnkg5GMtas&LefMv^=0G8xpu<Ap|#&#d|+}KEbZt%PdPq>i|d;CXt$zk7Ms;t6QxJ
zN*jx^5PJ}#LpD}r=cZTZp|kqSbW34gq-_7TvssH4EzV=08_1HvSvOe|3at^SjGBmD
zM<jc_?^AYq(CjVMlt@)qd86otRY_h%UqdB$2u?ap-er0=p^?-xvG(yVJ<nt6Yvn~9
zx1WO76(Np(MIo=_^XJb1mB|B6OW^MOMljg-7l6ktTC{i<5r9AlK#`sHC$(KeVTP@N
z==KZ{*hzJrhn80jMS$PB?EvDXnAmwa3fP7=u%M!&xB?x1mC&Su64a|xDn0Vs;qIXO
zh+59~Q<N=$&7SW-yVZg}6j0($fo}nZ^OoC57LW&YyI!T_E^0HjXwl+*1=yVml_wFv
zqivMVPBbe#jgNiaY*M(x(*=oRb}?kB1dFga^+3aF`-!~Agyv{W$=%|YA_hB;9CMP<
zRy5zgE}v+X<*n1xNI&#W)!xWUlC(BR-R0N?3uj;LGTFV_p9u4|Xwl*W#3W|BDKi8?
z&Wl(#kq<&F;sb=&<CHv=`qtXEIQ5e1s6sA0uo)gG3nnz`SC1s5BN=wt+a+Lw$#lf&
zeQ8lIohpvzve54QFcHx1;oh=0--d6|#F4#fYbsl`Xo2|q{$4fw1?uLQrueIaQ|(s2
zc6$-%MHoy<bWCW3Phf`T7#(DJLiX45I*7A4nlemRn^{{?-8=M{j+hNYFMvR4xE3v1
zv?%dy7)AkC807~cm8FbvJeTztv_SF|=dnXVQ+1$0m4c+vvkrxvfL%xHPoGbo2sab0
zjP;zTh?FX>j}UOP1-&-eDGSn`iC`EH4PK{myYvs;@9P?}MT-{yoQR)3VZc?v_<I9d
z!G^b82{wk9&r1Q8GT}i`uVcsw4XKG)(S85&9ji$cZy3m@A6SDy7RgcUNbLrUwv)__
zo&eo!4Cl-?b90h4u95;U4>X$PZg3oK(W1qB4{?L)gP<mq^X^lId04`0uYl*h&cuvD
z^c6EE$?X98q_Duix8ma;yT@sZFCb1UgM`cb$3ySSL=Jmcbp+_t2_^INFXR1Ec{ah4
zSc*3$#@=qa__b)!;`Jl$cCstn;)(A835&AXyA|qxxI3t4heZvun=?a=KpXjhEx+|t
ziP8Ne&<34#-7rjU3NOKPlzpq6393~>)AG;m<-g?Pvl0_59CBdFb+z%a=&<z)3kkzT
z^x9?|?Qwz{@Fp<t+wkq+t`)H@TC`Y&8Wm}?Ci5upvNf~O7DPPFseNJWxs6dB+&p4v
zF9`YbLAtyaSW5+KQB$)=@opPCB|kEu*$%LcRR5ft0*J?@sGkklMXnTe^kA~&jGyl!
z1)(9@KITE4N(^-{qEQc*0gHp2(70SE>jr6ZM@Yc=dtZiWS=R_D@n?N#$T~}IpxLo6
zOA6tu63Zt{e^UT;*ALjDMGINpRp3<-SF~ZCPz@}QtVIR#<;$1H`^RAHrBY3;Hf6Lm
z%aNthu1;AcNA(za)omROl_tezSX~*I4e~q5p>!OM*%OnZ;vR}*lhkrfA-?J^C)FS*
zPX6IPYZY#flM#%Z94Zi?%Y-&&L#v`7<eB#8-NXX@yT=ZKd)Q5NHTj(Lnj=CxD5_eB
zQ{f{ru=XlsWG($en?GHP7C(tmQLO8tYnmpf4P$|!!i7zgU>B-548d*<ybT3+5usfs
zw#B&%1J6j5H`Fv_P~;d1M6sXi5b9T?Lrwjh&5k=CoKpZTlZ=%t6#8qtOC$u=JVU*h
zsCh}>zkCnu89@b=H!iBzmb%<bTqQeIPNPU%0C=o=Mk=u36Weg33o186XmNfoc~x=#
z7E}_X0p41)xEhXS(q;BEM9*}DPLIp<^XYzWe|X`uoQt16@lF}IajR$*rLXq`B8wHF
z-ZPRCewHEA!)hjbq|rHiM(CCfHj}_G?0yfxhB<DD?aS#|5;+IuY$7L9vQnx|D~OJA
zG8C57R4EmffvB%|nn-3t=1l3%aRZx?a&@E}SkNFA2SLv`)bmLwexw?#oQ6sFT-uLV
zcHhP{ph$}rKMk!722)cPFNI{4Y*)lylF-w`^15aZ6*TSma@7MECJd$;C_71dS@%<=
z;CbLvP!#>WY;}cnsimW+^q<QUDV537xMWdf%@1Ir9%eu<hzypqKB(hT8B(|dQMm?$
z&&gX$?`XG7q=)_xm%cEnmIf$qNo(nzS^@Y{s3VM-zXDpcXmKSXEaZSya6i?;4cSfw
zY)84qYi(89{#xB{=C%&Qe|;@#A);7HPZY?j_&;q6BJEREHmHU1B`tkt*c-a^(lSz8
zZfUX6@Bx5Z*d=U_p;BoVfM<)<1M)fmvW+%^YC5-^ENi(5m9BI7xe?WN6e#cfzUcad
zPr&^b7`*EuX~LH`c`2~`3TV-y#id{ex2H-5E>Dsl$5|YVLnKKGypV-qRQb4-P{2b^
z;l#{3N5{kmVByGO$wcLSZx4<}t*Oi<&;pu4$-vY7eZW%ES95!PIapR{p(rBTK3tYB
zqu@_!eh=0A60?%8U%NbPlnT>EW;rj%R%3LpZkyt#*)eacft{jxi%@yknP4*kpC4v#
z=Fi!vS}zMiF{97?(>E>=*`mc82~LXmvs4apc{*<H%CK6+s4c`@FT*wz+dpVRvk<26
z85tYVS_W7b0g_6XgsBZ#Iv9wP8-5+Akb6mGqXS_p^Qe*l)eMCtB3>8fq5e{xHXqi|
z3~S-%D+1jhK#d9!ad1y?<TCIvbkXXlEopRR=>}~WS8pd}wlRNG<V9`X*us|~eTKz3
zg<i~8PP;{m7L0Qh9meD1Bk=Vb=?h)wh7c?27Bw9%mgrt3FGO1-<(3+fTE`(hY!C5R
zL0`<BW6{vyb~WthahyDBf8hDY)HY@e*a-j7y7mh>A#j_}VXa9yBer$1GJAUL9!JHi
zKoaCaMR%aN`~Z`JWraCPHLF^?tj9bdB|vLzw$ETZ3>WtT!{FYSOmT}AZ!=Ptbjvy*
z#p&Ls3TM)C%bxc^nGbFiQiU6oY~AKdq_PM8o>|K5EVZKM0X1nb3vn~C7?6Xr9-H=4
zAjy4Y_JL}ufJ|W2i$>UGP47bLM5DJlz0e2G9<T>t>H_*Mf^NU~9CF=-wZ%OC^0`tK
zpSxk;0aI2?|D;@`zV5lEB^Do>uim0Xi#p2X!yaukBWL4LkPd@_3Ml0&$;3^0DIky!
zYq<yz_^bS2*)U25z!ZJ6ZIt<ZpW$RE>Qd_1oRy70HKYswK~rc3YcYLgfE<&dRYa~S
z*-VaLMlKn%xJN}!H{_%bQzkua7Gu->B*yC$VZ%s2{WI>aLBb08BK_>3{Py|tXTF3$
zH3kkCv-bgOS`@S$d<xDJTBxvmEn2j=5(UO@=b671%H%w$mdj9t8S`wP*eX%}Prs60
z&m7=uStwNJ10Q5dSY)zt1Lk2hr#g>=6S?fk`vVM3SfwbEVQ?ypX5E;L45VzU>Mo{J
z*>})lxX`2ak|d{LqKA|)3vlv31$s#i-_vLh#~J*1p(SU^?U0MWrE-A$$s&O}P~JMQ
zx}5s6*p!`9jA+rb=G(Sycb~Rx+vaK8wr$(CZQD3)+vfB?b8j+}+=rQZTG=l<S=p6U
zdsThkkCsk#M(+jZcI9`!9w@LyF_bFgNYxV2fODOOd3bpXJQcaSh|3q>)!X5j)IRxr
z*dHIVb`TF3=0^VxHr{*0Nl$#*;Zo7j$9C*UyC0MWO;lN2RL0z-i03YgpBPp*qrsNb
zOV`7mK?q_GfqezVqGTdYevU&`ldvhWj?L7Wvd2Bptp4ZS>SfZ{^$|){A~kl3DeO3K
z@arTthfO%CYky16+o8ejWVd*BAI~=Uu486-2Mr(_dr_1q5u@3YqY!+$hDvAzR=e~J
zP>qEEC4PN#r~s;!Lp(}t*bZ}fU&f{)ils=sorBv!!>gv}ewF9$L+6r&bm8H@zaD^)
z(fb(rtp^AN2Lxj)i#d$6i6K$~MJ67Q<+<3zvu`IXWmBEHcOaXX(K<6!J7*2+k}a%p
z9W~UbnzX{p{O3M^#)tx2qO!L0`yt|L>#+@b*b)Bmn_=tX=o{=YhG&@!Y9K#KA052P
z9#i6oFdxV$>o>pno#U4Qm;2>CEt0<y0TbpjOM7+R`aQ{ze3SZWNEu;rNZX>W^C}_}
zEEm+h@xPP9M*JZ}i5|+VVvZTZ$MF>?o-JAQq>zl~^*Y6DAG=Q8aU0zS_#314(rTOZ
z-4zC(n5gSX@nNDasOtjPQS*-DleEc$%wm8N%UaMY%eQ<1iWy6yk!WmS90x>dX2!jg
zm{m8%ErFZ@eV?)`fPascbpBe1L^Aev0xY;S%Zs+#$8HrCJ7<3l+VrMt(rQ|t_+*2b
zP%|S1&!0@OQ-oZ`xIDl%{#JX_@r(feTAAz-jzMd`P5(HPK6}jiM9<{KPl>r~r6O+i
zPYC&;9?-9IC08icv3I0tleTs<<pdF8p5F_wM*txFh8jwd>||sjXK^hA&;&@2=LCq6
zTqr|h5ijYyI@_3^v~c+Iso$oUz7Zr>{e{|In@QKgFCI@QggbC%K?w1XP0}!eevaEV
zds~)2Y7F&rFqbzwl5n~3wJuRHAD<;$leaRL2Nml--y1ceYiF9oZ>7oXg)_?6oaUy>
zkG#-VZ=4DApG^2q#r=B%{qM!=&+~2^z;E!+{jB=X1OI3FU%?G%W|j8xKVUQeL&N-U
z80G&+{`@cGC;Kn{^Z#T+POFSN{9{MxzM!@Pf%mIJzBTU}s-bBa#Uo8+2UjmLQ&lJu
zQk=MdG6zVao)`+HIdVW10qE}X>E{2d3{{FyxWIU(uaYo{^Q40CCGF_V>M8uN>djt(
zAZFSa%M^l<ASzGIg4CX;jj@z!#?tA*$T+(mS}31)OBTgQHtzr{Qn&&|ofyGb*%tj#
zro{aQG3`3=HrXsfj+^v&4k(W$Bf|`<d&=OjY8qSN=PJ)pIZuv4u$#W4R_U9P11O*j
zOYw{uML_bo^7F4GgsV^?(1au!P}oBlhnwH-#Zk#mJAYlpYva|Yp+_(Q#=DjGz}@4#
zofO`&C3CxQ*vbb=l)E&*G8m0|NJADDrYbMOvWa5O^Yb_k#}(Z)6cbSR^G1gZ=9_V8
zlJKL>?MeRZtvrArLef|mAb`sdAfqfxGu{s^9eM4gn0z!EUvhwk@^cLq91!9Z5L(zT
zGLexZ>vdj8+342bBGaQR)NbN#ZtK}t5kNkn8)Kx$YJj2PJ#gJ$nteZuv)YI(M5&UL
zNKg@cIdW<nuICSD7)*2Cqye@I$2TLS$6Q}MwvwUjB6kvz0h!+g64Lv*D~1RMiZPJ6
z7gF`tsLYmZsP$GX_6|wpUr3ShU3$TZ!+TyZ8Z9JAQA2gwaswB>^JAAq(Nb7MY5E2g
zNb?BBXI`_`J!fJTe3wJT&B<*#rWk+FQRHCPlf{fzT<88LCK-^j@oAsW#JOuq)z*+p
zS45&i0nwzT*XG)a5*UOz$UATHHYeuQxgrP`wwRZ}ey?p#Ec5Bs_Uii`o1af+*D(dt
z-AeRhHrFMrHWsLj+7f@SW!QXL{tZblUA4>xi4V4(vVU_@mACH9du^~1s7I?w;mi<Z
zT&CQ9gDn1XK=#V%<&3GVLhH6nSM*6`wZKWLuLvO>mbOLl7aknrw4V*vyPQSqzg;c-
z&d-+W{9w4$FM0Hy*Zw~_hEfJR*BLh15+Sx1^uU@%2`E3wT#1D>=OftVZZKuPwE8PG
zku>i)70A`bo9AG9+s~KU<Hl!(y;$Jw+3b_rk1qA89>5g_jqLv+*ZxCh{qJ1+e*?dY
zIT*PAzmQ-5zge$Lj4bs3S3Y0rfc{#Pujrl3h2=pM1VpEm>HCACp%oVd`B4yLg9Dyj
z|3(U!0t$2|SB-A>cBNW(%M_buu2A6nw)f5f<;%~9{hH_V<$C?|R8_MHXx|Sp$bM}W
zCEC|d*8txun?i>AK{t<(d7142{^M{2Fhny)n7pD}=)3H<0G&KzEY})eg{*mCb!X_i
z?(dT*S@$4$?z$>~y+9#vx}QAwS6sYAnm)<E{GLQ#0OV$E!R}R;o6ze%KJMg7%uZ!v
zzTUu2QTX9(SVt=wUL?bOTj%ZKO5q0=A1lKN5tDa3OJmmQG2SQ1$Ep1GUW3T^`P|+n
z7B!Es*!HIS#wm?VAOeh;HAhIlr~KyW)p=;6bA+wKx}hc2$C{$^@bet-3zbSvXkhFU
zz{GS=@6hV#$){V<S=aR|h+%t}Wp6mXC`++cHGm_h&VUun^XT}f1^I)+jLntlN8I+I
zH~3QU?I)m$D|D1Ex!yNA|LV7^(gowlp?^CN4PT@RP5ugAX|O*<b&IZW*R7M_-iP^|
zD&Om!bi6{&m4mRnqru0_1>DC)rjjGL9Wk6y`;l%H{(>X24Q^+osG+^gCOhw!ll2GF
zF@zn<dw|z7(JVKA0Y|=hvCBqt)wo^P4y5T)ytF(I?Phq)-*rhp#-(6waRJTR-RREY
z^iI})rnr6-AjZqW`y{O2;gkk}xt-<VP|fhzSrB8uZNrHq-7_Mc(H;i>Mi)MeX{y+L
z0F-6Rvv9WJyOOyN>2H?lwiD!24f2u1-ZAx0I-*5w9_E~ONKle5bENQ6mFE|XXRuV1
zpEKci-Rmf3wO9C2=;VNSc;&%^KMN-|SCrAQut+Jq7tu#ojlnYUcI61zDv*}W$(eYH
zr!<l<HU5n_M&MbCjh$=v%+^*08Mp4Xwps?E6D^;0{S0s*^w+7_cd88gg)E8g-zFKd
zcZWZv#;@vFgm2lC2H+w^$T?EEwOGn|1zlhDV)3I$iTI5=G_<>WT+>!WG!eR2<pOd&
zKX34q(c|+UM-x13Rf$)drbe_^jru>Tl%@2KuIVmrr;_GbI5FjvofptK!}bZgjfd;O
zO}2<8`}Nlz033HpJzC89j`&_F_;8ZY_VXz|<#)P=@fammY9si<sbc<l-><q8hZxYD
zfx^*fI=goQSa)o$ecqIU<3D>L1FYhj^`5i2iJ#OGco=x!D2$sR^M^4|&{|?H$i_^;
zG!_mFi4l6U;$w$njsT2Oox7_cejHaIRqY_gXLeYjo2v-Lye7Cqx-!{Op0x3i@paTu
zbuQdG7&+}&D73%ms-=r(pYG2I*A(UF4%@^twr0a#=HFjgjA(051CnxgpOPqR5r=zv
z_-dPLtWbwK#2CT~(KtMXjF5#o9dus0-$Z|Wwr-2&tkDI_<o<5nOXd4yHK0zo^M=?s
z6>2V=>rkzS?cEY8`)l~l&hC5tJ}Pzk6-Bi&{oc1O?ciY~EI>ZudpF0s6B{{y_AQ#Z
zUdhlq1)^N=(<g9{)>Y#60$(P2wV}6;ZKLCf)fz*zb6o1ac?zg<LR$GQrMu2&Oa*iQ
zPyz+LW$Bwk>Ui(yKVf^Ca_|<1?J+)7<U|jIjHPb@*hZyQ3j0L-T{c&s(a4^bZR{T)
zYQpZ<3A>t1ooXsN-ajm!>UtVmAIIi$bs)w`bR6NkG%9S&<K8^+<gFwcF?<mc46ZS8
zqlc9*5y%6vwbZc>R1TFg-CKMh8e0W4|G*sALyQL#9y1{H6~#yK2}9b)C9=gouw(;G
zVRGR9kLe4Dq^6L28>+tyLKF-*IQnZlnkxpk^uplVv{ZXFt8fVve?|x1+kqH(%^wSj
z_~%j`czhnAP720cO$My3AI2s_wrYNVRHg4VZ$O^!06qdFkb~c#WQnbzoO&PyYD%*{
z6-^)qWHhpVH)x=5{udyk&E!kP$<+=dtS1ck?`bee!I>ICQAY_%S%gAIxcgZHWD2U^
z9sj9(8N?><Thc!-`5`mW50rmLz`88=4m|kc+Zrvrk#MiV0gvsH%*mipmt63QJLdsF
z2L49Pi+L><;3L@%-Xf)~f!o-j(@J~{4nO;u1EShL$==RH^lov2%eGoy2XQTJu$d{y
z;(c6sO}+3#5WeMb66~xB>)iD77iiDOl1K+Q;Pe6o$Q}$>x5^44bRql<hTv9+;m-cB
zGOf8{gd`uO%kpolE^uttj2LHJ!c0gU9Vh$sI`?bq!rxFCaEb;j12(ICM27zZ3&6f`
z%ZEloP=z7>hl1-zrl>q>H#|iDy@l|&%0$zxZ*N^5U;#aS5uK6;v5M1qTI_*Eu(Z#Y
z{4Ze>v{d;%ME-$;*o-cNybp{^h2@5UFxcASZW_A*S)8pjEBZjzG>O^UuZU&`G*w7r
z<FW`#5!Egx&bCY}AWs*^L4XV^!axfG<nWKMYfL_!D+SrNBed?SF?3E^M>%l*!b|DM
zPkn|54jP!E+~A?U9h*Oszc5!z_)x8rZr@54RWhMhOD>?li^Hqyij0XLqB#Xz0~<ew
zaq&rjGW{lK57ezyEAa%Cv-!9OsTcX$y`+*^`;k%;GaK+iF@Zn+IRh-)8h;g|wzr%*
zd`+h?^EpDDsafv1Sa5;pYQO}^n%p;=#4z9Sd#fV>Kl1r1PMF<v01*R(kv~`j;r&MF
zx1n|ZHr!m(qHyhq_BBEhe1J}coj&|S?c}v=>>7A7bs2mGaafLPZk&#Qc80On2}{X3
z^mi)$?dY)2N87%Y8dQDWX4kKty5fN)Y{x#<Qa={@koWUzu@rs9HyjY{M2H`hho`j~
zQ!?c{{k*}|GHYu%Mok*0o?s8)xpZ^R)9Ip+49DQ;Lw;7U2~kLM+a}&F94N1^Ea+bF
z=khLadxGy2l#qJ=%DhwK8pzI(mXJA<*fwUM_up(UJ2aCd0q%UfnH_f87eAN*A-VSZ
zE9v85ePkuf6Ilm50u(mgSgwik(jhNMf~_74%}}%z>8fi2(vl&-XR&1JUiQAs4~DxB
zeA-taTik($vEqRGEugNUf-yWp&Y8F9+Y7}Ug&Xa`YfQ?Tnkm9NNy9iWD-nuF`3GqJ
z!wZ6k)qqDRfedQrA3@v`UaedPnT`{~OIWIAwfWjKgry6jwrWsiaj^0*H1vJR#g<V_
z_$}Zcc8GLn|34xgQ+dWzD6=SXtt(?n02og=gsD=AeIKoGnZmc(2qVr%@J?4gP!t4@
zcgjN}N@tayIJS2<y-{;ayPr>Ek*W9rl;KnMmC;x~9-UxS#F_{dqt>8YaWXYe80fOo
z8L-GaRI*l~*&m^|@xBN&_n>5G2$VcbvA(2MkLg+skmxZS(?PyokNDPQ34k&|&mjT;
zZGvG&xMYJ~u7*<^^%G9nq69f!jJGqX#o%|fPvtWDLg6V((*m{agqtIcn;XDvWbPqt
zF+Q|<IRF%WD`L7vez*h~j7_s&!2C+GKmKgCr}@b6;o*cDHp)QXrs7!4_8V$K1(c+a
z`P1<TV6^&w3o(;}x4Q_%kxwdHUQ-9-@;u|$Jm236-&OLF3twdjJnGFM1kdG*SzA<M
zx`eUuRw&Mv0?FJwM;kk!q*4~1pSHP$UZ(gUmM*ai)Zxm3%Gja+(tIGG=s%Q0Pcoa&
z#DqloM+P(CmI!e~qX)iB5*G_7ARTgkF2+3%P5r;qys*06UV|yx0h;B(BcJ(;>H<Lp
z>7;nCLduU$3hgaR)Sr{?b}I+J{t7Gt>EAz|%&_kbvM$Me^TFqPPN2~^hF9|haaf&g
zMibW6Vb~g@s{QNR{D99LEhtSQsFB~aH36HJLgR~zl^>@-Xz=;6k74QP2m~g%Ci;uv
zA3V*iUJ8S_srzq^i_d8fD4C<TX$sBn0tUJGZ$S(XfYP_szU2PyzN-@j{x5E1$qiXO
zUZFB-JV1l8b~8`u^V=ypVoIXU1-kV`h@3!j3^y@^%h@6)EgZ*#Z5bE8MZ~=N=8lrs
znug(SfD*PUouCxPAnDfqwBnqweFZfj6?815pyj4a)^aFo*acm`<qsrU(HdO_TTtxh
zLEl!MRbyK&$rw0rTLvZdIG%yYKX>|?(^FLl$0y~7HwVEXy(OH)kYc}HC;vhUi_A3;
zCM%UN4zNikXeqRU#JC9sHZo8bs)K+a5!}?l<6sgS@CW2K$eIg%dz(Ir>c>9-(OvqT
zrsFMwqrTc3z3|!}^<Et2Z2ZtnL1EzU644r&4*EQA{cIh@)>17V=2jhw$N~QC37zs&
z-awqlZc%iTeG&T8WGd(9$=HRWW5=}EnV=38Y0RLiR|@^q@GI?mU}cL(Kulz@ciXu=
zvXH9eK<ayf3d{N4yZF%eHdSqtV*)gn3jpQpA(miTE=890wb!+^uGWcx7`wH5Q;07a
ze!R76Tnr3BC||@pD%bSE1z=+bG&pK-mQRFXly|kt-N^ZOot)heCP#NM%o;so7(k?e
zCY`hx4WXY31P8l^XGeKMb`S)-ChDi~%?l_JC207tMiTn*xNMU`ACEVd+_`zlCX<Aq
zXed!L8s}{2xS<S_eUUYZ@gdXnorQ>!>Jx7j`r`t2nY%HH`(|{8tf&E}So#~~r3%M@
z)P2if5n+*abENVJa}W3TPR{8(%yK_`u+)O5yD5=Rgv;sSAavAklljQ0$csnwV*f}*
zA&+2vE-@K0daql*qlSn}1*xj!P^WbEdO?P(GG=-HMHNkrGDz`99^FBf6)e>^4S@L4
z>)FK4ykW1nQ={>FS{oeJh`gP?1xXRwCdlRxf{k;4Km#Is<D?>O$n_=*y?}k2_U8!b
zL8c*!o%*9z0g5(JW}UZD-lztQiO{nbfuAulppq5Wk5#2){{dt!G&K?TtP$+zRm`-W
zl34J{$pF_~P^;lbWfs8ZVu5>3Q}wcYn1XV4SPmBCD!`3FE|Zo!&<QOy$J>_53G*cp
zIz=iKe&ugvy(IMV!UNya;HAV`3^mlT8cYV;7GE~`vW15jrdOK?O~Wbf6p)GKA;I72
z0(BJJ%^Mt0$27(KEm;-4$L-(!Qat$HU!flX-~@=5X8Q}G2bST(iT=p#7ivW_R(vy)
z){t!3j~N&cX+pmxDpt12VZd@LNVla0YIHv1_d62Yww0@<AYN#5YV`?$(_AT47;ItV
zeY}ZTg$=$FmY35~f}`h(BAuO`a$YiqQY<(7|GP>;sE`(n#eDaDJZwAyegv}ECHYIi
zkN6KOC<*yWA&B3k-p1NtU$LNClP?gJGqzonO^te;k(43;*Px^(#aEsA*XE$_hZZG;
z4Xv73dn&DfV2Q(;?~)T#pIOUOi@9Ev$<>yhc36*Y!e#%4_+elU7>&){EUk9G#Ih!u
zSE|;!)kOYy>)R0_fY+XdUT?RN3*fu5g`fzjObfEa8N4OT_{|a#EHjd4i+p^1psMqM
zfI^JUj|nLCE;zjijMLHg3on$C<Pl`(>k0zYF6h=~S4I~EIc$G82B458lL=Psp*CjU
zrYs>W4qlFu{~R`8X;I(QQGOCBUzqO)0L=WF<h80dJWhPCiIp<_?_7(duUg$SrR)q*
zc?z-PeHAY4GAh?yUAm;MB0?0dMxUkxzU^cU73g=E@8hh_>B38hP02{8ie(4FO^698
z9DRO{k6(h!JfC6Eg$zW6NoYa#Q~NZN<7*91J5;11p#&FyKPurW1#qLB(*iRIGzbd;
z2_mUZOKc&e>eoHTU-Q!rQwavb75YXW{Nn)=H#I5RLM{1z_I)DR6k%=b@od8J^peeq
zmM<G?H$g^d3`Xe!drY}g*7(99uc|#MVYc>xvOzq2SvaPEGj$*hCuc2Pu?UwCjtZa+
zU9<HpLev0VjrY#=-26l`l6j^P%>3va$@rW&mf({wJt)<)WjgE2npluA`+XA442|M(
zi2FKT{2#YB<iO1Y<SE(@lfT!5LpUx>+*LV$ziWFUeh5Jj`9v`-{i-K28W;$0|3+>V
z=(pn0s_Z1Q0NpafAw6gMWeCREB$|4pD4_y0cb8M0B`W9d2fHr&LMh=#wn)o}KDl4u
z-e-$Xcqu+l&d0dLBu!6WIrLrbjbpDiF9+Hbv85uA<GX}GFdz?isl(w7NN*kYzhcp>
z4Yea%ZiX+WDFR21LL8Gz??y+0(@&D3MTx${9dTh1C4r7vGfitM(U>vXTKk0+<JDpK
z%_>Wh@RAtR>ENfqO&+?jU-+@%d5R`)O0bj;mm%-muZgJMI3u}Mpn0`d@ZF$}@_Y-G
zbxBflIQ&BnVCJa#$7J@@OTbhZwN*+HtQIHRvv4iM)>5sj<d5wV-QZN^ekB1oqX{ZL
zClR3+4c;_oPI7?*F8MFrS$`8x&!Q#nEvs22a{%TrnW!M-l?4{`5_IY$N+EGP8Xl0s
zB(@ab!5R&bji5+MlCct<-=z<tWS??_++|i>+j@G#UGt&9N@1hkdC&4CC#6GOw;Qbc
zoS!%OY`j7y6><S3cbSoT`i~Gkr_C+Ttht8gK%cnn*W!AJ&38`rA8DGfG@jMhb4C`=
zGz~j|Skr*NSt!0?VCfEicZ7;A^qhqal2%t3637@a-#NTlZxwCmhu8A}b}zRWz>~K9
zuNa8;Di~r3gr}mVxbj`SV;5JWu7o;(elQU(8^d4Mn_a^!OkSgr6Aq8;pPPT(Pndk^
z*_&c^sGCSxb)kO(KCf9aaGJQ92y4DuGSerF;%Cr6ED_%wSHC+8NLLQ63=w2&q_k$G
zgE`;<i*N!^{f8G8F@1>uZ4mBvys3YXZx8?8J?w?nw`XVQjbG&9<y!M;BFL?_&ZsEp
zdp>JEk)QKx5a|WGxa5e+a9LNYMSZ8?WbS8N1PnN<kg!J8nu!yy9pBbfxSpmy0<p=X
zu>D(KAbgt=;?P0<I;%weoGQ8)=%<jxlcUXNODQ{<3VpjWz0m@OU}`sJlSS<Qry)Te
z2Gp3?Y+&%>J_s&lY0}@ZkXH^=Tqt0LM62H!YV07?$po^<+F^~VGz6%-I#n&aeAL@p
zJ7v?h5Z8`-V>MG%WyKx~x27U>NZmE#y{vHl4wJ7Jw*yg7VfQflaeAQhr8if7zSFL$
z(sfy}gU6+ut`n%i#9G;9G>f$mTgX(@Tw?AIs275SL+~_v0zH@tbQ&Mel@bkp#y%0T
z<b)W<H^Pf@V-mK<Kf;iCv0qP&Aay<@d?_`><S!+8SDT31h6#A{**(&6(JIm{I;$FR
zqf(z83(cXg$l;hW)3V_hZ`$7KPUs{s^K%sn7bFWjc7|Q<2Vvf1KfMX@L#vePlcSzl
zacaT_E%(AS+wy1QUKF#cH!t)Xo5Yx<MGjx$j|RAiuwOEkiuEROEaLo9$&R)(r4Fir
zXw8;2PRKUM0k@dOWbhtc_UsKAJ}CpbZFILRdml|yKi~3Y)mfUfuQsus)0r*VCrW&K
zo7~bl5Xzy%A2x@tFwTZw7jR0CkF^+Edo&BMG^e9YjI_tM?&Q9JwN|zZ1S%#@|4|NL
zZ-b{ux2XuJU7)y=BU9QAyKv^Pj@L@CsF+|<%-4X>aL)ybe!c?q=RoaB%A8F!5K2ph
z#q^L{Qdqzso^0dHi3QqDgp!XWAlN*&7HPmbl97gP;V@C%xD8mPZt}j6QH2?<^3Jt@
z(UZLnX}nir-Pg;>z|!Ffk6KvBj_wF7aH;H*>~G{)^=%0Ns<BLZCcR~0Gw_YU8Jqg9
z&s_#i&H%*ul?~e-@>rnGmdX6V0|Asqlk3;SzN6$u0QG-E04uuvQxfdv4L0Q;V(Qk*
z6Mlh%;&gpk!-mb^jphA0BnQKEk-jc^Nnp>FY0*$*%z&Sm@lmG^4Z_KPu8Lg)S7P|o
zo!C5?8-<oj^;lkM3dzlpJkpB^IvAR+iqHnEQp)l9$E<zg+@s8k+@bUNK#CMePrzJ0
z<10Z5e)pM%%o2~&z9C_5T1H*ac86g&d3TYU`R)(N!TRy5S68V>#R3@#`+ho^#dp!^
z&oeX@r*!K)dpBg?5ZdfZA{TUOb|NtRrcpzipU732rgJHVY`4pVcS&E)K{)Sp4-p)G
z_k+bedAqs234s$>wi+-V_Rh|W4waTO8DiwM@^04=KvJU?ZP^jjZ5y|M`IM317Ule@
z(SyIx%M!YY3VV)>#xxDCD|O^NXYo2&9i-#=Btxxs6YOSXC$}g4!B|r8*@-p_b=&Gz
zY}Vt?cR&bSl6btJ41>WI72SpE@J!q~frI(*irbn&HPYfK4M5>}s>=2q*~*+`iHG(B
zj)*f$9?lp~h;EC`PtdnC8<R_$&q4yI$)@Gb@|@~JXxLrnw0o`Xh8yom=zQ;A@K$t9
zxnoo)w*`HJ%S}ICJ|yoKa;j;K$*dZP2WYM5E0XQ!swuALV>f=S1Us5voe@k;R9)?v
zrle969X%|a3WA1VMjz(N#dY=0*Q)Lk0)Z8_il)&Ah&&3HT^Z7d>YMP;2z205c`>?m
zZh?tA8Q$VCX22hcf^q|}FoR=@BIgSayFsIw0=U1$>IaVdN8^t5nSRC!|J(yJ6La+#
z6CbREa>qeW;YmC9_`Bw>TB4U%LG+7M=d00YBV=X;c{)NvM~bHPRb$ud(oJ9Wr;UFa
z(0lS0+QJ7azrih-ddc0*nad7Gf=0!ZQdF{b@+hF7Ra_(eT0L$$f6~<i(c9RS(LB=^
z4ZYG!B$OMBWk!iWJzw1dxrz+hFB&40;F_c!+^A>9$4qj#MTJuU^N){~9*Yg_fXA;s
z8qCn@9LDZ4vJ<`HERRerWY(QwpZKo@<!hmnDWvAx{tETxtxhV$QzTpWbVI6>CD5d9
zzYUh}hxBs#sdjn|6l<3x4u$)+T<Pvd=zV$pp$lg>M(a-_VA51KuGc-iMYMU&+7LcU
zdZr|Ex?^JGMvKacSf`GC$)^3wI#dwd-+V-qe`DCuMWf<iV3lq<qm#60m4VwyHuZUi
z+D)zS9V<73s;lk4{j)5Sj(%FbQx<$*FJlUX?4(9s;|jDlcwJs9FV(C<D_;|HZl%z)
zI}gV`7h@aHX<&f&Yn?5uUSp2K^_dt>rC99|nWipd3zHk?!hLZI?@7dy6QFEm683AC
zx1aC}v=?vwj-od%(0<BCq~P_sW(o0`sWJlK`h+xMO4ZPtnjEGZ{a#o*E==ID*B$VD
zw0k<TS#Z<v6>Qyn6RAqwEKivBmTyPC&rFXce$;KTB8uXhZ3{hP@I{q9l;vSeUJGA8
z=g)axvzmCm>>?;V)pqsJC)|_YSG((dbNB|=ug6Ie1J+YqqH%DQh{nY*D94+OAs>w=
zeTXrM#l3nP^+u*OjP(dtaxg!?Pd$ArTR&BeH!?bm{^u!_B2J2sEu%ri)sV;t)~r0R
z`Vc<JJd;M;I8%aKY~gDKW*k)E{9JigMX16+Kll<0?P*|NNv>09eMotamiutQUGka~
z{&#$YksL}~96+XEC;I1bO}~`@@3BUqlr2Gzq%t9K@STE%Lbyywg)mkjeEcZ_Zn7<I
z6n^mVZYuMyo{RO~lu#K^(c%`JSlO7BHqC)!z!Dn4&%%6;Gh0}7LT4q4Lrg-juL{P@
zQ3e&G-p$)_Axcf^nEUuK+ssi2fY&+bO{}@X2x!ikbp3#9LMlNu*XxB%OI|fu5mtmZ
zS>)0pD6t~R)iKOCH5O5r`D_oDtzh8EfF`5QY)6~SC3gk`Y8|+<Fr-e#vWl&t^py+L
zNl%8HoQ0q_pG)5JI&%`_ywV|;#YP2VP7e7L5Eqmz0SX{!<CyWxaLPv-ee?p|?v+@D
zZEcats;)0g3ii6M*n-3C{HR)q!E~)pYyuG8hZ1;)TH161h-@KT{M|HzrG}eJY5X_O
zyN?GM2TC)sGTlng%MY^A3D|>9Qq-~+=AmijzNo>!%(RX_hkf%8n%tz_0d#V()!S@P
z!aA{u4+tL4c-^!#K}WDj9YL5BDKF5Ry@(}SLgc_u0%yqY_t=en?y0L~X#)<sY|6lL
zRBg0cH0+RtwQBjXC#NB}vG-4-eO9BK4~RUqiOzm>?-F3s!wu|q)VId*O$?9#OhR_L
zXWY-dFD4;4pXQs$jZYX{)ZF?SomYRySW@-CkVdE8myVp-GdiN7$xemYwu_kTb?e6A
zDw@a&JI_)dAynOXN;09XINTWWz;<y2uRzdQS8hy{#aRAgA*-HTJrZ84hL;jSOS6?v
z?QEP-UA6-fv;Rd=G^?Yk4oKzk#VO>zCRlAs`Wa=r>jfY0dY_@NCq76g*NX><69=0}
z2+J@AUedi*)IDqibp+0`bTz}ow?d<l-u%>(6%`9)G`dr|L5={PO@9ihiRAblr;h@a
z@p;j*wWd|A?keftjjE3iDFCVYlefF0t<TKAiyWcRd<U{yF>H0<Z-{WFoT-q7eGvRT
z2>&zKr;~*wf^l&Ib;dGkgHx5V+jE#m-k`0VGK<fbu5EeEj^9@DQAhXgv`@y2NyWn%
z`+Yu>J3^cJPQ9)NB_@ZaRe7YbrHE6+t`5U2d$o{~UZE~t+%lmE)A|{TcLP3>HkW*-
zHgwl#!&&}{U6NQOrIH<Bh?HPxC^+RJd*&Rb7&xc2vXAS@Fb(6GOParjfr^}ognnS#
zDFo6Jv(B;9^#-s)So}FSpHKpC)|f%Y2c(__1-jr{h}jbfVGgNefjGE#uoKj|vLtD<
z7GHvCM)2gi@kY7Z$_rK#<sUHbi2b9=#dKXj{%;HMU3K+?GYBp)AKENbF-98Z+vO@3
zyTF4L3!w+QMvR_x{i`~KL@)0ocfP#0nP^<6l)0M+70E@Q$mzANxze~Ve#e{|0^iW(
zizT)B^+x3R-velV=uU==xOBY(T!ij?Z&pGz=h?#gR>8FL?Ro(>3@och01MPoRr^a#
z4$Om3xDj@o<G0TcG06+=^2qy!9k5;6iyWHu!HACDAS`uoGoe-x*OBek6nt#=!s}?*
zW2XGoT+ZfWYrw}s&E{uJ8s-HCl(hQM*2!3dN6FI3VtBRUK+~x0D-9?NfQy4U8+G_5
z$NN90L}1@imJH4FR*8e-LE&W=S4hWQfLLD5qlk5rvDi%yX<^#K*iSCDhr+=e^*`xe
zpD<^9h2ab7T5mn}Bdh#MQXgpMqOaov5nclUVw@l#9uMnSHOM(W1Sb{I)x$v<0^TP8
ze_)U=DW?JSWhI$d$)8_!y){jl-Q=x^Cv928l%#$*&4;7|e{Y)G7saNf{kD%WioN_#
zA=;DKE+DRZm>e@gwhU#+N8T|_09f3dF<DYW)xdXADh#UeX~^kELuYp+*Tt14U$M+b
zj=^d{L3d`T7>eBW*;I$_`A8jv&jXscSO!%=M@s*}iNV8xRjDzCR?xmlY0f*G2V%<q
zybey4O$RC)_dYpnvRP^O3Shze>_S}6L<C4IUQCZ#*$c#O>6;?|jjiW}C*08Ij(Rft
zmrQ<0F?c=nR}!-MO0D<7Gk$W#e?X_sR$)WWR390=eaB%?ElSJGB3+MgS{8O!I%}nw
ziw=UM$pfbZrx@o)=uP`xYqp)z%KcB4^mmSQOyheqqja8Og_}5*Zzq_<Wq2bq_jFf!
z42yj1V`a<uwrA_oN}gpd4=~yEn%Q+D7R58L&n$CuRc+kJ^!B)s<jb{ygdOhk!EMEw
zMy@wyJJ&hcHCx>3%s^w5>oRfn?^90Dsk+P}e3P=Ik;}vRmUZte%LRyKaM7ZGPk?
z$n@H!)eG_q(8j&e)N0)ojD5ryUYS6K=CkW4P?2aq#A*&G8dwRg+jY7+B<sJ;V^1Wh
z>H{@LlITy@oXb!#AS0`a^m?rwAIK&MfTwG4_uMU>3M;ADhB^+P2{q$ztLAj;k$%v9
z?CQk>o`G}lBwsTNjvbi{o{K&UgV_L-@mDqu08Rt_2HIqE{6L|!r<X?$J_@vRM%EZ5
zRVsUh-CHOGPq%l!5Up6wF1?9M7~%2hyV&hWrZqpv>sfG^K4GOv>@a35363v&%bl(z
z-Db_QQA=A!e@}p@ytTm%9MSq&ddFHqgA0Kl3vxt>%oF+D2oQ`^<Du};r?N)OVpnTu
z+N%xeN)Dd5^W2gYJ^=Hq1+ay0X)2$VGPQofbL7d)eLH&Owh{ol+~QO!5!lfr9op4X
zg}t!dQl#7};cxv=!HiYHnR7g6AcaMKW{Md~9bW!BzaouwW)mlLkP;VxL*?2I?&ZYZ
zu~PMb0g*AEFwY4MPM+ynn|IgT8*s2lYVQahKXBGJH8CVf|A+Oi4CJ|mLfNI%L%;;U
zS?8(d+e^JD38lGQX6kL>P}rb}o#W@K77ANb&N7`}<Ay7npJ4KStM?55{S^aDISLSd
zRR99SUaxtgr&y@GrICkAuqD@3_4=R07^NTN>6OFrlSjIdB1#;6{>T{|CjPDVRS#^&
z+OVA{ixD0?cv-n)1fOgdPrwz3z|-5Q5;TzAW<Vx0E3ZCnpb7v9R;ZgCeq&eI)_VM9
zulL-v!34S+x{cnf5>;jd?7E*a$zD*YqkkVB=;EN)m#=}nV<2sR3DMKU#`kT^OF^av
znRW|-`9+MWm;Ce5Fu7c&1|{~`@P%YtVfk8KEK-y{az^99K<_JY-r2;JsPW?5kD1GB
z_>?u$QxRh0bFy*KHgCmt#%3&mUGgWvG-ccpxgd##K^=nWQVcrU;Ffl0V-%Rxkr~bD
zOerb2S$aaCrx@37RC$9oYOo5xXnf13FD<7bwO)ksxsCl0qf1m7)3gV9)FNDlr6eUK
zkI5uU+VF2o4QNqo{358-Z4Fzj=gt4|iS5=Hff^h2Tj#C#xLBo{RH85APGUj}=3dZH
z_Ib#7j2?_-KJHGET!N<QRtoS<qP>L6lfWZ>c_5R?oUIDaAj-UWQO`TWZf8|}Gky=O
zHIIEwt839*LTGLAh{Cjj9lQhwZrL@sUJLJ@dI{|pW&zpd>Zib55U{ZHhI6!5hTzNV
zmizCN@sjTwl&IsiJm=<_TNvvtgH>4oN3J1q&A=5&B2c6~#=C4peXtT*VHyHK_R}zl
zJEhLy=H1K1V7i{K4i2$OqdXy&-tmsEA9?j&aptmiPg*%7p!P|zs8=q244HqEn5(~6
z&i9C5u}EVL7Tg0y+fax|vn6y}^krdCoS01M1!@GFP^GcvezE0TiGdr?vyK>p_uYXQ
z9=pPV42A~aXRUC#s@9=^y$Zpqzk|FwCjnE$k0yxqCjXu>Z>!>s<TQvhvT!CU+0ZJc
zYTdchJ}%J5*fk{|hBcXWE{1sXwPcgG;$m%{*c65EE&zsCUUN8welBTF>Ar|DHNBO9
zMUT3#QG*R0lw{F8x;rDEnzgl8S}U+u-Ekl(ff-7}cR@Y)j`QfO&5eLKK0g=25jRQx
zmb$__Ze_W^llSPGmM(i>GfY%<`;A!-<o!W2zkEW7=T|mqtnMeCS$(2Q?Fo8w(b7ko
z2t#|urCwtKP&h~xYV}PRv`BC+o2CtvD~PU1z<l)tB-d^omSzWp6WE928@IY#fS6=4
zNOwL4Am7$rI~84mD$3J5MBXtu26K=v&z!o9Q<|eR=D4lNSX%=HMRhA<x15*0L0DJD
zspqjbD07l2(zsTbh2Z$Bpq#w>TYtbugh8l&dkLvq{Y6F~lO9@q@020LdH0|uVGlue
zandL5{^&3SC4smRC-A7qUxM1bDZRBg_4AYtCR)BWTHJ}u%mdJKD2-=SkZ1+MNERTP
z6j&#s1<8>Q&*Bynin<ppo4)l*0f+jsL4dh1bIFk~K@&t#D<G!Lm6K|wFs&gEnTsds
z4<TloWB{{c0b$|XU~hYS!;zEb-yY(Vl(gMpZdp*s{5=JGN(u9L`-!d6;zqiqz@^$a
zFrxByI`zajs=jSjJPd`JnKyi&C45*(R`sB^u=WDVT3#8Bwfa6OKl{E2lr?<BB8?Rx
zN~RE;tqO<*eva8YjIT$MAN}3{r~^cLGF~Ej4{mY_;lrZgkT=`o$a4b@Y#1m;x4I^b
z&4wwvc2dn!f7#t>KN_f8QTV)KY}q*a;VCm>2JfJs1vvNCyvej=-Z~xvE`=8ltV^Qm
zWbuV5imK=V#j&F3`%DOGliK=xL_mfXo|GOU#Z5Ms8E!xVLnvc?hS!NT8ZL>yoJT9B
zG@=R*ccXncjNEC5{kzTJ1VOKDCqL=9plprqUl`yZXORyt;tRsEr<{Z-($aEqqL26U
zN&9${ALRkOh}ZQdid&k;cjXLt8d0P(^iZ#~W<Zg6-?`q1)9(aOnoPEJMkV>i&`}V$
z+veb{p8m>ccZ`*E9au3}bqc3R7H0d0y`3cHEv`p1CIw7(q4egA_l94c<b;6vhiCoe
zE_d$>JU~oJ!v_IPr<s+_{^xe)6~R-xF9}16%OI5RzDOZ~i5Kqc`=y^-r62MAH&8gk
zL7IIC=Ev1Leykhe3^DXeEUn@Tb*0WZb^c8;Ar{hD;Q%Lif2_AoSn0NBxfFawq+=Cx
zk`86z{)xvzO?FWM2ZMKG?vVDx?&ewVLJz!3(?G6;8gcs5o<iQnP3%j^!70teZa&0N
zhe!J8!x({Hfn^&=-86OGmiDe=8P<eHpj_CPr^kj%_XK;^w7Yr5KL6=%?rb3q*lMW*
zy78&)7o53NTk#m}W-=ZyBKiPG<4{}*Rk6$9wG-#Um-?i8>+-)qO4|&T1t!4_`MGoE
zG>5@pP~^f4&<tSyC2Hd81C64VpW_v;w{XhHAYHp?NYY$$Bv0Z-%-$jvtHUvtS^sOr
zoYru|xJ207p7E{V^=t$EcMiD?dzkmvABw*K#!3#Dr}B*C=lSyTG7CblmrwKdhkxgl
z)u_NL<E8lWQqb%4%;2;4Q<~S-R7k)uS*rWG8L#tZG^xkc)0EQD!F{&UJsj9KT?A)`
zfWb5=3N3&665U|vX(zm_xhh^MMDDgPC(Vce0H?n$^b{9cH~%UR1&-BPUSOm-%l=_u
zI1;^9w<z${w>F(Z&+SNIc3;n^a}(+kRkBS|&Wk-44NSvlkxQzS>=|Z?K<co6J}&oy
z&X9BWk2&Ta{slV=6t}{}Ak}{oe(3O(53pbj@2}wuw6bKtRvWm9<?4BEx9@a-^sPV-
zneu{aHdqx;<u?-eK_#n>PZTgxTmRbI|1GH$5Hu1IQpZy_Ye6ARo*N*OUde3yaX(vg
zSc7+y6Xj$S2U;lRf4VwhoZ^|16lZTt;xV$E@@w|hyqtfcDiDoY8Ce{7b)@sss+Vqq
ze*U#~TGAB^dNz<fs}3nzsh?vzO!O!Mh>E&mjMTvBGLn=2x)Y0+u*^#6q?($!*1W(x
zF`KEQNUVfsx$zZR;z&57X6796FU6AfIhc<R;dn=#AP!u^zWQo=SNqZM?-l2WE#&qn
zGB{itQEP}%f1Hi?gT-weu}Bk583&3Qv*7i*yxkjI4h{}R4KCKuK?E&o)PiSINkSe*
zogL^nHn&)Ll;0V7!3@2O`m-q!O9sfze1Awb2OpZ_tKnZ-7KMQ{s+V<U^g4Q_epON_
zZ2uY!_09^g%KA~Dtmx#dPLPr-0eIZ+b>zcJG7GR0vQ<-bZ}0WsX*|Z(H}DCu`%^$$
zLo0)eoIZBXGaZ&Cp~Z^nHg<d7p^-$z_tER%VoT$oo*e*PmM)mb#90`{UY6z9RMUW7
z(Gcy~(v&9=J<;iY@!G`d_muL=RG&YzXfD+3G(XB+RBzu~`IA*AVGt}5epqt44#!Qd
zXDTe-D?LQkT@AakbA(oNqsHE2Pei@Wfb@yJvSQ`qLLqc0Ujz_OAU6ool<iz|f;efQ
zU?~PIi;6g?PAnH1(x?_2GLoY^g84))h|kA3BA7{|Pbnl))IIj<po;+2@;=M`_QTy&
z>W1G$3fpyv$Jg$US&j}v%aRkN^E`||)hkqxr~0pLh>m7=j!b)u2UezwJF%elOw3~V
zdI2EUJw3_2+_AvIC=Aor+Du(tJ&evj;)T>@WMl*jYtgd_rE*eHB-Uk8e~VQYME&W$
zmPuG2JcfiRHLyzbXZ+*`KLi&5nWOpF0YY&wA<7W@pilQ5+Jnbc;Ydx^l)s)#$gugM
zfnV}k+9<BztwK++9sR^zX^TQc-zy><$238|ORe6=Qx4O_;<z4g#Zp+4GKywc4+HJI
zP&W$fJQ~#$KY<l5h-ke1$DEHe;B3O6Wo##^T=X^HdaU2toqNhS$RfsHXa_N9h`23k
z(CG^d)!j08KFO`r*}eJbh*7}!pwW+&5Ac(O$>%{r@}?O=9+@Ss5_UT74C<?c%|G-S
zXQu~GO}7vCJHa5B?7p?Y?~^|bU2@LE$~cjN{|w5Hgi(F)agkt}VA{Q|mPC8B!7w1O
zn;WyP)u?aex23zo^SHJ#JurF{W+7B0EH7C<Z|=;69_>A&@Nb!9F@YK>S3O&QiG_65
zY1nrr`|1sJ6lpaqmXD|>z<%o^X&8N+YpM@8tr)oP`CktR9UH6tT9um(t!d!8Y5489
zpy^#<>w@**Mi3@2);s8kIAUYV8Wd!`ilUTiwMM<Pq@=8_Pi4@WVmWP<WrGYF1?}q}
zo6=}%D>W-fswiJ=ZC1t^y>Y6PRs!LYyT2TNiaI-z+SZV!0IdeF7c5n!B=$;D5m(ha
z;0`fXzu2w$vj6d7gpkS(%$pi&5cVwJoDK3p25B1@Fj4L-YTwSD&8H0m#j_=cV%DBA
zUQV`Lgz#_#B0IXLnd;lw*~OX43#)p0eb$2STQJoJHP$Z}&K{TXkhacGuT)uchQ}cD
z;4o!)H85^k%MFi`mxjK29yA7gafhP;g|~Px+n9Ps7|EE<eMD)cYP5YZ9Popf)e@jp
zma`6LRT&J5RP`rLQ&{w^-Mv||uWdjK!=xCBW`%rS2f-#IF!K|%^CCpEV<9!L8Kvl1
zixxNPWW~BYl^>=+)H1WU<2&NVcFtrzM5_>S^YmQlT=)DP__((0oUSU_L82)2>w7kf
zYYJ)x^Zoc86r@jdk<PH;*ryVRDkwjx)^qB`!&>tBh(5<*kl3S5o_OM0ozq12mM0?`
z@EG0N6uj#jm$erW`4zWrdb^<>B)nsfJO^ihD!b}^6gUDGW|ezq_?wbY&ckKiHXktS
zi-^0UoTMz{&`foyJFW3~wCl+Vt^RB0b9we7#P$%H$xlE9fd~J<>2fD25?tpR8d|${
zs)P?p+gRUxO+ZODN#O+*Z0OlS@WrHXPAr-4z%fCNQ2^?bu{X)hNj;zf84MNxwpoTP
zA0ndTgWVP9O1Yi$0seD-WHmDR=Ezk9izZwK9yAzE>8Ut9)0TF4Pm>#G-g+;KW4(%X
zqdcb@gO^NhJBbB;2?+e=^&A{a6vR}s6`u;ruxO~)&=(}Pm&Qj9S37}k`C3ipgT;Qb
zsCG$A5r+qv_c%kBs#7xaKzQe{y;|+}RlZ~9CrrjMWoL@V7HLa0$FzfGsAFgOvwhW*
zf1~j3gO3Y8l~30y^%fH{!u$s$ky`jVD<)HvO)Mf*rS}9(QV<2AJ#N%A6b>I-3w-3g
zyDG=Yjoxp|{y-)!&(%XvwlWI^|MmmKJJo|}QUa#2{ovKS9g!m$?Rt;O^2__m6pu4L
zh&Od;$Z9J@!pP=9XQCGKtux(V#Y5+B6DjdDK$PouGt!!nq#F=MI;EWNFyJ1!P->{8
z{5RC502RGf-Rb3s;%&_@jC}vKSdXV2I;TXP0w>ih!;`L_>dda*(ke;F=JswAzHI(B
zZF#_shlYXlP25*aY0102-3BQ#9%gZ!RILplV_IN8Pvo!Z=78<+*as#<FUlqx<aaw>
znuRh_a^EqLa@CJbzh|^3C7~^a+l5-O$uJoh8pc+v99)f9*^-5A6Wd+~H);8Kr>%&c
zZ4itmWPhiSm%UyU7<{_I^xz_E9yFJ<j%IxkGS4{(G6r|>jsA3p{GO2dy3HX&<oINF
zy4&b>i_A|Khh&nhO=J`lX_BdI3*nAMA$9^Sl{n0hlvvINtf1WL;hoP%QZA0e5qW8#
zDQ+erUbZq{qc^-*umItTBDWK^U8@Ende!0TvEH6C+M2}&^MR!EM<hrugdt`oF}2Be
zuN`p-7%noP#ZXYKO|bQeEZhTaAj4`xB+|;rsDmPeKD1`q$k&yUI%@|jVhb=3Dq+xY
zwV{vOXEXC~)J1t}jkiygg(3ptnOMTmK#5r$nd+mf)pqN@J-I3N3X;Ba&rbb<hq`$)
zAJ8dEmQQ_t2+GNLuhYwK)S)XQq|X7QNXdvvIJMLy72|89e7eAn^&Ao}5R*$eX>MQU
zyxpnXGKrNNn=l-mBNnDV-t?)k6{7<FJ;p1U0XMt8NrO!KN73HES<Ih(Itk;TU1|`-
zE9QDmSE?^Ov^tk-f!f-I46dWe60>E)3Wd7T<iL|F6s2i`k9L(aJ+dF@HA2S%^bk&|
zI2~)Nvh;R7-<115IV64@C)GbA$X_&RcFZVJ4Dm&A<M(R@v7)<ukrvHP9Ukg5o$(
zr%`?4s5*8>z~?@NQyLvCI`55;-y1x*e6DFB+;caU;qj9W4MA3?Q8<2c^JO;))jlRu
z9d>a*Op4nJxW*d;t1pOMB2e$5#+qpv+ql3YY}A7(25ltvqbvtQnX<_d{QmAnsSnW(
z>x0Ad;U8r2Tve8V0S<KF*iX?F8W3`)23e0jj{AT)T@eN*&FkoywHEzZVR|{aMK{OE
zGO`ysgl1<Uz%C>2Se+0;7%DoNL*=gBL|<GeU?=g5A)Ac=;!YbM5xi1mY8GrxnwYZT
zjyO-;vhlu!-g(u9)vcvkc7_fY0q3~gbVJ(oHGwt5hhMLgz@76`0;auOBj>XaiJ|wC
zOgHbc?yp?lueZJ8<!3sDq_bj+m#c|v-!SB>-B?ht3m%p-G%<5AR^V$NglGiwpfI{s
z;Bn>m%{={f!+&@1xp0eS?8e?h+(d)PK|Vr+L(S=n<vi9(l_1Ei`5(o#9m>=hFKTX>
zKfo`(_3++9{l<ktCoWcq`H^_?Gu1G<_o{ACiBgj7bg+Wmcdg#d{`LYdus+%dH_Y=C
z3%bzl!DpO;=6P??^J%scrp2dOnzPq;RIldjmQ#1COM3<Sge|K2Ig@>SfJG%ZF9|q>
z%sibDbB~1ZM!a}_qP`5|Vt2qhS}cc`4;}ea^MEdbk;HE=BIA|~2@@qj#L49<G(97Q
zFM9-5s2QFr+ysr*4gsj+YZ_LoByAmaOULG49k0~Qf4=rC>iUZ*hQHj@ad+Bw{HfIG
zu|3skUBE*;JZv_T_;&Ui%N+!i^3jm;MNe8JR4gLLfap?dz4<r>JpK?Ym0R)vw>zzs
zE}7`aNFzx~Cm}l))&yq>4s*pX_*a;EEiYZt6lN^0rv8dhkyqBf`hoRDI{U|hoQ<89
zDcf`?S--xUoqL%@CL6y-JCu15w&P_4HP`yfXx?UIktvWXEe?dr;EPJ%?&hAEsj`Bp
z3|4b~aw$t2Ca^M*QijR3B<$!seR+r$$ZjY3pQ}V!ibHr!uhKNYsA)E4OaM4)w2#Ty
zR;M_dgCVaMPOJ#op^N!ZT7(Zvv`hbxtOv?K)VUApsk-i&soMGrHTjh*Wh(&l0A=(;
z!>aNIr#_Wb(RIi6KS|L%#Z%&JTRAn*{#2)kfRAxc;G)RyGX^?8S=c&}6aY)P_<N}}
z?~-$$2HiG{F{h59L;Vu#y17Y(P`Q_ba`DE8^-+K{&ETYip~x4UG6+40q>8%}kN?Hj
zImL(qglV>I+qR9{wr$(CZQHhO+wQ(?+qUOUW;WT$Z1$y+N+tDDNu}_A=bXy!-gMz6
z{HQY1>yHv2qUul%WLq%w+C>ckSp6BfZ_*3DgEcX(=bwuWQTP^2WmW3@wqBxOFegLF
z+I&TOq9v9f){6Ff>Y<n+lE9XPS04p7&-_$*F&yks(MC)Vgf$F*Zn~g{$pdWN+ZWHA
zEkP-OZwY3;l2$5Yek1ty@$ngT&vZDR1p&}4)aOiJ=ap&lLlH=1>56dAy&7|86%>wa
zu9gH6Hfa9sg>Lh-^sgMl6CA#PA3=80Y&APp!#q9=HRv_Sz^zY?7AX5s{D3UjLm~sR
zFfM>e=;mcbEo2nh?C>ls26g(F6Lp?<eI<vTD8P(2=rUhPE?N>aalCpi>L0U}vyfY5
zskK}=9S2ehb<RlTX?uj;KNe8P0T39XSB!xk;qJ;<6Q2!k3cfM%0lOjS`*KWM{3~X4
z(gvST?ea>pwXO-y_*qo(3Lhoe2+wvzF9#hauvfg5!v?A=s!@Up%X64B(P<+X2Qio6
zG_0%5F;zDlIQ#Xmq2d%4WhH~IY8LDcjqu|2HMbhXInZkR0L<|=4^jhliR@V5!YzHH
zi#+5rRrLz91DYx7w-|pj#r72c&&V!4Rt7qW!jYxIJn*2zQw3^c@6mUQoBNq{KN}tv
z)qjexqd$?AXuHC&Wt#PVlEl#jxo`(?k}JB^U*~MXK=bZ1RtYCIvIFT)dI5mar4#2!
z*1xqDuvu*JLLNiSSfD<yg|pjVjmyNSH}mr(JRR~1qa$ZyP|+#$%rPXEXevk8pPUw~
z6W5DP!^?2RGT*tP5)A&-4n90i*n+@+Rr^b9HGXDpT6Z&o8@5N;FVSkXx`raf2dpK$
z)clbo8WEmkIeoVUqg2`|`>3}YsFlRM(v&J(xmN|>nH=nzH|1_e-EbB!FS`}uQP3f{
zOXlYqEvY3ZOG!xnXC%FZ)Ph>z!et1&;0@0p!2g%KR7kh&@&|=m!Rj?)at6T0?zjJW
zDWbxVop>@+9N5GzoFA1i6zvJh^(4PKO0)Jc$kbTkpWpiSNPC!ilNoy19)LBz_owR`
zm<RTo!r$l3=P~!SQGiU6hlhNK5xM{G(rl?WQ@!%*l&7G7tDS!~5J+5aw-X|T74=dA
z=lPp)MXGMf1!rXZv_YVVGy-U-;J`H_PefVrMBj%!A6xc0B)u7*zA?fYPsZi2qrRkt
z{)8>PQPnNpf-v-btGArf9gn-Sqbh#6!bUG3lY_gFYiyMhqIe_DOAf)>L8C6T1vT?%
zk2QPF4|Hnz)#5<tEZw8FZLyax73`qPSGKyuYS3L?2UmiwzRUiTgsJ_f36^qIUoHmG
zwu%$n{eW5Ar30N5E&QD_T=H97DGz`}D+2Lq!|X%_za_bWcm2M7-5*A%&f8Y9fUT(+
zhS#}Hy>rej{ckSO>R8|*iEkW4g*I&cs{*;4d%%M<ifGUr_ACL0u)~u8QpjzUAQu7d
zj@5}jssMQ3X>be{&S2uS!@~7W3puMAIzrN1$yCR=Dxz)tLW~JElRpdI>9i#~n6it=
z9rA#JQ%GKA^Y;~>H>Y2S0{5mtv}v}k7AFxMsxPdjy{%pTV-_bH5<09Jj*VKLR?Foh
zhXz**fQBFQFYw9F6IM+Anq{3KijvuF@9Ok;^Ye!5W+vqaAd(v@+#3$Ap^k=}ejU0P
zC$BBH>Q7G41#nFQb+W|;%(S89#QxLx!>=}N;HEv>h0Dyc5e0sENvFn5{!KQ&q86UO
z$CAhc4`iE+qX1{p@)?>-Q-zTg9?tVBrs1ihNsIeaL^@VNZ*<>mI9iZsLsS7DP-YA>
zID|e4Z|*H<hi>&KE4+3DPsSG10FqD{@UJuEf1y(&Xs*P_U#Uya;nPRyR3RQco}MzZ
zCh!RSI#)GgME&=arsc8_ao&rqR?C8>h-jb?1K3M<@ktlEBRj(D^s@Nq8%3=p%lN6z
z`w~-tvO()F&OsMVD^MRnFYt$-`)(SIH=BjK`Xtj$8RQ?t(sBKNA0lXZ9cL0N1o}=5
zBwO+yxwh0;Ce(GLa&-|h5y83L#!+ZEO&NMkBfH1?zWn)UPTud2>j%%QikGE)ldJ+J
z6UqA)V?OK}_xDd_|40p~b-`B8{aNLsJtQa&(0A}h88jwO{@Y>Qw?Z8<=1RXKR`S+I
zvpu76en`2az8d&v5#L7!xqn((^7t+Sdyi=o3ZBXHiIYT>YEXOcL&wwFW>V*X{j8{Y
zr|-UGF&b>#G>Y+$9|(l0Qhy*!(A3r<^%T}~yuS`OAsH=wDSGp7E*I0<X!<M=o{qmo
zsXmW-WqBUF0YAh>3G)Q5*4NgE*s=KW9Y;XgFgVuM!tlmlzM#D}erCLM76!gRs1Msn
zXFT;|fjU-Dp*T$X9b_<)tgNwkU+m+lTqDTUAlpDw;WcQ8It<>?^Y$)#Y3vd8p!G7i
zO+P&fp>iP*U#=JOg1`!4JC#*ZpPCRr0cK1Jr#}HEKUWAcYH<xXm#F^`Q;+4<Zh7HE
zA!TLaLGjTEWN~kVxwaE*C6K1T(szOTK-@uMc8Vt4bv0DYoq=G4D7F%yg?08U1&hqx
z5|@1|!~FRfaH3f08B~Lbl9@ucpEYUL_(iQH=acAxJo-7~!bgpubDYUVx(Gw{h&*gN
z61c;ma%AS49e-X;yzhsUN`b_h#z)P7?ETfhb|vO;yXIg;-bH1(AL<^eSsn!>fW5_D
zm3X#5{I8wsf<qcLis-DlKPMx3Jre;Rp45USjbsnS^@)yj?MOeP3O`GJN4VY{7~7~=
zy}huIDfGS^FAJba_5ta#?NR;~Q+q6-@O{Mg61DMsU)DSg{rhN}^i_KL%4o>{HWZ9o
zjHo#rgxVWNR`}4=;w99eqyi|B32M4uDUySYGKk1RuPJs{H)(BS&IH<wyOf+pKG^gA
zlUG{-$g_xK-4b--)09BPP7eAVm0@gw<`I+-$`=nbNlCewo#y$lRgJ2poI8t^;bLS6
zHZc~4sIfxw3Y2~_G;RT143~`<Kv|(TQT3o?_$T)`D}ohU78sZ4iL64#iG01#*>_bn
zCPjW}Sc}t~Y79`I2`8H6YJa#Yj{%8h=gIi%>q?dP)&IG728v6fCythJV453%;7K}O
zJ4`+rOmd|Df(Zo6G?r8Hi?6*gu^wTXpw$WDMr9-c$wk#8_qTN`*+L9V8j2gkym?DN
z9C?-k-=)tC#k0nEf9QP?&a2r_h%k$RZc8}5UxvVWiIoM*VRD>J9+wTUty5o#rv~*G
zJBQ#a_AWW!;3XpK><_Y0hU+zFkCP-U$hCuxyZZ-w<~d~MvVL&{$FUg+7iRypOq_g-
zBx#_E)K;q5t&TPxix2^((>0Anx~FBZ;rhXm_@I{lQHO(DSYF&r`0m!+p<e-!Y+HoR
z33AaM0pdBk<<p1%GU2Q?YQ5RHFZ6^FFh><USf<M?K`|m^b?4*pR8T8B=C;Ws>)}IM
zmJBLYLW&he9+wyKf|2xU08oc&bFop+D4sv)^D*D+!L)z8#n+uWf^+q{U3{^Eqk?iv
z|F2mJi3oETO<Wk2egq&hc!N<??}9wLIorQA^`BR*y8F`5=^_gWq^wFe<gZsBoHZcV
z6CxPkR2oX_^gyswouKcCCxNPr+fjY|%7TA89L$@!cxa?`(0A=YyRBGl3X6vtX$S}t
zjh-FU227n+673Jz>!{i6ZIj59d3p65ZS*RJJfRPx^{glHHOAA!qp>9UK3LPPW>ejZ
zGtk)9idf)Gl8Lq6DEO*r_5FkJhq(lZEdU&h(tRowan~|?IY0q{wu1#^a#R4Jpi&Nr
z&JBMYK_6h=x-X4I2|F-&iV^hbh<_P0HZX*D`nkR&OQ(U<&{l(hst8P2G6e7hCe0aW
zn*#zUYDt~&2Zj~pmUGdmXht?0V$TF7wsWr!n+c-T#ps7*H<NOAndEve{|C2+aI?0h
zJJ?)l5Kj<=zz5ct!k~gBrWe6Lf~HGk&es4U$w}RV9EMqo90qt5j1CH;S8qmGJ<=qR
zjXAql86jE$oP!ALQc>qjXyPjpwQ&rL#r6U^^V=;Ul)cnD)rHOnDk7d|6y~Fs|Jh9+
zT(`5XkVzogyxyY+tDRg2?(FpDami@eU>eZI_Yj5%+)PTYu&l1gK-2{kPZcc}IKSE2
zusqy@*_xar*++~>G;`=R-gJubP(lPoDY{{R?I&HYFShG+JOn`17zN_Sa7`)(>|}8>
zecQEz;fh2SVS^J^*%yAaI#bly9ggR~m1cfsF);iund8JoPVK%Zs^R4Ya4)85!b$qO
z%wl!<B+`nxX>lsZYlV$)mCMr)B}?RvjX9fGb5Xj!^m7U)!7u$~pC8bfJdRTM^3b;A
z0^E}b-3b6K6ZzPg713~I%w1tWEDZ1lW(T7Z%qCBnPmf6EQkyt&ib}6&<5twZ7^|xi
z9QHk}{Y}AGfOV29>95kkF%YqRoWa6OD*iHi!H&H@C^!$s7Mqou=s(IUg$2Q$&lzFG
zd1h_XLSwKk6mZu@5BcRXsnoMw88%B<bX|gJu&vII<3yvTsIkB)2#*B1qtxpbr^P{^
zhlkn~Q60`lB^>+IfZu+CFH*e*;}!6Ft0iM3TYEy~$+=q+G$!d1kP}y!r|W9ePm`*!
zT4x<jvqa|9Uh)10p29I*W6zO#S~`)tH6O7&!CYO0Sj5f5fzd8yq9^l8WN9gk&|-a?
zo`G@BbN(g-fF7B}xnNB*=KzLCHnyvCmIF}L`u%~;RaG~f$SoRHy+r0EL9vEyhMFa#
zRpL@bb?yuL<10Ip_d0SB)LE4KA(sx)3v;L0)yQqQ_wSNHWgL`$J7%~uRgl~Kca}DG
z8DD|c%tKlu_=~RWW}*j~Y=A|hhptY&w;w3fj19oz^!!9s#0IBpwXH&z5Iql@Qx2yc
zppVkcK```_3Z~nr^JwmXARS@I89e!8zihN)Ki>u{QAQ3J9cFP$n#HHOkTkq3@~R09
zTPHE*KuB8)>O2n>$KS+SRC9=W8s>?q$Mua(u9%b5oh+6^6-6r}mC~U0>-|Sxrl$gh
z>YCVGL>uA8`Vrj=ygXb0Y4#IIU2<T*ITzz>DkQFBwtos^=!I}UJetkGU5S^C!<>j?
zSEN5Ik*f`m@h#X>`QWWb7C_-liJN--<<u19CLwAfF=Jp<S<NyMA!&wfJ$m$u5ayz+
zCgwAMKid+|9w$10p!)!V(R=)$?v)XDTdBSH1k*q(+GL+H{AM!S8!f{Gr*K0ET_FKj
z8`qbex%H6QiYgpn<!zt=RVZ%RG_|ZYXir7t^E{5Txz)0_MpuokA|Wf6<=UHqvTB(O
z-pLlW7BGwAA9%IQI-<B07|ZFlGy=DDNiO4PY<_~ye&*vddCd@0D%m3dRPM$}?R)+i
zmMiVH|Kj^DTPOV*D}J`Z@^24b7>F8T)>$*PMG<<3mB{Hf#NErKrSFgWa58W6BdzG=
z3bF1@2^5`|Fs-!UPSCW&0>cDcIY$&2#rvfx<dqIi6z;fm%t>dd$8v;$zu0wt$UHnQ
zq?yPopVLu~!@;FTz|q9fqVFtiiX?xbI)}FEi$4_A;Ie|{wh?&Ioy?Wy0vkSp4Z+~$
zJ{<T1%sm?CpBig#ljI`k(3+RdOr#QT4USf-P-|`WM;5S*-exS1AQy{gfoJn4XR4>J
zn4+vnJgKX#6da^)Qsi!{p0BT`7Et-}lt{2;9n^-?x>!)v8BjSVQ9VNe$}m<x@;?3C
zUw$3rM?OlgH(Megga=^**!C<YjkVCpVaf6kFE~V9At(RbZaB4goO~18NH0vzreww|
zux1d<v_hNGjFvcTeuU9yTxoB477WM!9Z|5cBMi=^%eN$Fvko!#px6PM3<g1-AInaY
za8~UL4JB+xwx{=iitj^Cesm!;G}5|=VbREN*yTkA!7Xf$sSE8YY1h^6Y5#lV)i@tT
zJ(WvuGmG+S0$qU(pCDSlf2_DS^W6o1pJX8I2}bBZ<5}4Gb@uL{PXRL6I$1%fNI)ki
zdnw5|$WwKTNzpfRK-0iux7|o5vl@dzu@k2{Cl69z8-E2&%?71#6?kxJpv!MdYW_DD
zDZERxns@3LRx0)Vccbf}y|mV*2bmv&C~)qNsz5b`S|q<f1_~`|2>}ojq-cTw2vHK4
zN$x4boIyNgG*MwbQ@A`uBoq-S$nc<ywF#P(jYzW7Ts%c<Ykr&0?efuQ5dK7l<1DY&
ztzAveO4|;ol@8;ZjgD3)A(;#}7OG<Zwt9QK`d~Fg{a2=X2l_`hy9QT>n2GYu_sqT4
z%g{*~g38k8sL%T_f%_!F@=r}|w46hA-8ZFDvaQ6}$o2TXNZ%+Y`PC3*fu$_LI{#_l
z(u$LP9Q9C`BrqI8`dLLt^&gZTNMCKDj_|5sHD*$n@kqSKdq*eOu6QEUI+e@_@b-2D
ziG5J_oWdc%gkpM=f9_#6@8s#C1cqf|6my(4B*4uE?TA`7PH7#vA9oK8TKLGh1ZfWf
zf-e<H>ml!44f4Y(frvXUTokNMA&Zg1r(~ZO0Gi%g3Lv*V`o%uY)E<Vb?OcMFAOab>
z^hUL7Zz%C<r?zd_;iLytiLe2SUC=?0^ufsx_X9NbTcG`N&1im!Jv{&2axs=s@BFB!
z1e&$Lx&2?sRC7Y&1k^-Wr$|f}T^mVdEl779IU@tvA2I?MUr@<dV&d|>15}4h0{IJd
zfGvw45@;;(J;l<agmLCbzkIpj(6#i;#8mWQw-p3N%|brT5E#phtN>LLTTve$8>GTi
z*E?YrGS30E5RuJ;D@MRi8j-%gA_O=Z_egV7LZcPTdcd3;fZ)<&WRaAIXVcyrwz*~o
zv10Wzy}Eiy={^cT7{pY73z1v~im_cpNPUD+shMbu_;>@V93d<9+c+EH7-@nmg#EXF
zT?as^Ve1uw&gl<LE}X2VV)dY#^wG1tVc#E`VYmf++XR}UZgS@W#7EX02RL>ihVLJi
zOO&m*VaA|<bt+=WoE@vYRR0dH^s;o;Q|e_0wV$D6s_Pc<1sRR&Id%P#*c&YPFQ<cR
z(xBVI==xm1M{iU^G~yzLG|8EpKa4~|S(YC=-f!`MX^5JL`rF@WqaJGPUUxsfFXs>^
z<)9~~I1p^jaaz}T{2*C;)(1vLcE8Qb!-Eqo$ZLg}Ut%RX*c8V_(jbJB8@gIxoTz1~
z*$la!*|op=p$RL>hjHt!FH$pg*pjg0i-3*H1Q<(jOFz6DT38h6WkmY^VDPLukVi2c
zl12kt=J7;txRejR8!)t$X0axiOA&dAnH7XBJ?NechvYW&XWJ}7;>#n(EU_@?M0z6M
zb+^Cc-pi_j$~HuwFxXtpsHvubPorj-m}*3;!ax4W*u_u!L;di}Kh8DMbpntAJCyGS
zp3DDW#g{(p)1jedJT1PX;lVl+cQ9|E+dt`6LZ$2q^;8~UGX{!yF=eLC;n2Z!N|RCC
zWx5g&R^_4b3q{r-XZW}a(4y^B>=18YW;H+wnR-Al;u}|aRq>;#bi{ev5BxxJ82N_;
zr2iF?pl-b#rd8H}TKVtcKwGJnO3R^or!3GW53?GB+-ro|*U4`X_D6a>JKeH-gh~w5
z+mjxM0bVW(Q6*%~uuF530Q&PAbuST6oApcuu=&zFyYvpT1xVEB**H;pzK>nU;s(et
zY3J4gC_?bNGUT556qQ3(HAn2g?{1LVCeQdd`+>Pna9pk`3MDr$D^HJg{tgJd{X)`g
zKiD5=_8HYPgk~83F!^igxCI-1nC&Pbv0Ax7uv=5pl9JJmQS}N7QQ?(;m^^1#t|8m^
z3_ohsJc37C0xYa_LO_!l+>>#T+HVee_+hzcdiyEWY)%N+wjew(XB+-synHwwQ`*9s
zV(!V!DNuWIm*zgSR8AAtxXfxCZ-kX})A>uAJq4Lbv|ysj)72=k<?Tk=vx~knseoH3
zFc~nH+o0Th%;arI!ep7?ML$06v?UTh;^3C-L(Q?uZ-yzBX6&Q2e$$_LAB%b|1C{8H
zx7;Eiw`&v?zeTV1>*J3AbH;QS7+#UVGQc?9hwBKtz!^7R2#u4yIYM)U&5!CT67k=b
zXo(T2`-h;x%i@B90af;Lhk`%D?X*7U0P$ID#_cj~v2Ns<9bmbrxUOcR7U3F-lVGA3
zgDxC1kLZH^S6}LC$#|96<4n8v&g0y3#4NMTektw?rb4#;L(w;fE(lXJ)2Y-lfnnTK
zm|JvqslGL4qqKGzTRhoz{k$KhexSVDgD})Y<5ayh+wJ4e3jikQ+*QN@s6U4lYi)~j
z7Zs^PMdYnN0xRhTacI`<;Qp5)v|I%x{ok?&zV(m}2}sV4zLssiT*X4lCOk{VNU4V8
z$9wPmO%-|fm9(0W{><lTUrXk8jhblL-fO3UGW)3e`tQ(02i^&(0H$ulw}4{=(>`;3
ztAq`OM*7bAzqT6TDKv|e?lp80K$bx5xjVH$v?H(GQ1!qz#F`+&^nN~X@}JdL8kdg)
zj3(z~0Cgfoa?HLop7gj8akzOgiTC;)8vAFktFhFgBhc@44c`5wuN&F=z#@o<(}ivU
zD)e7_r@6caFhm6b=;fctWd|y|ZafQ*`J<sNhFUK0;73~p=$nSPa~)--H1$$|nw8HN
z$DROx?09*Bo<Rq5>|EB&S*5B1j-bPBAv;udbaDW(y!p$kJz|@6TdCNL!3-)er6iu~
z2+SwhA_JED-Woe^L8g;hY_6F170gUE5#4!ev;dpg0pydq05r4_U;O|CwwuG*QRPEs
zNwRZ7bJaEnb!-S-NJffYq0KEeQqV*IIwy#e6{@VAuaF{erACOdzAk$b2_QZw<-n~H
z`ORaGgunTAzZ?v>l!r4jMx=ogldQ4gk6<Uh1nA%1CozUiH&6y(S=2FM{DrwxP0#2K
zu9Zu8B<ovbes-i)cycvNMJYX(c%imm)1Ny6Fxo*$TN8X;aJ4uMUC$FS&q(1#zQS)t
z>cE&U5AHFHeVJnk$;sWZnw-@|KJn)U_Q(D1w}1P<R{7CgT(5S0sQ?-~4l(bnV!#nO
z_uo&B@6MdZ-r>4uD$%z=eV<L{T)K*&h9!-Z?iDe35NPx^@2!xr<cX1&&_U+Tqb|#~
zZ1U}TtKb3Q=a%533uM|aI28ep`g8EVQUSk6e>Bo|oXb8BaQaevl0m3m*;uapWGoz3
zh5HI&(TN^oFoNg_`1ZIP(ENuNXO^^-`@(AmT#4SEvh__M-za$ys6{bzlWM%)@l;Wp
ze+!%m071U;S(FOSm;iv~o2ghLO^0|Kzqf#U<44+r5VK(A`hIW&$?;3NetUCoHub9}
zaq@+e5MHd*3X@nPgd5@en4XOeC9H|qLtorcyi&2ZgR|@$tv6_`O>v-wmb%Wz3Og<h
zebP)R%ZlivE^ZjW@8#W6)lT%9xk*lCj*#u0xn%?H>(!4-VzDS(fMf*9yi&Fdn0lzA
ze%!0a;d|*OCYh6D`QQ#tCJ~Qvj6TOg4Abds;B4Ovusr_^lt;As_9P=gc;wKyRIFUC
ztgT|x>3aZC5IM2usyjW)1dklIv_u?tqa#DqyZkk+)lomy|0tDh76nE{HQ8Hv*xEjs
zBOnSEqC!I%K1Dwh>Vf#&`$*LO`-l7fXhK*I6Ovc#jB66Lo{=iuW`LL`8rDiM7VgYg
zdqvg6ZJ|IH`GOSB@HoGQxJ`vHQ*d(@p4l9WBR(?8G40(M;)3^#3s46@w5+2K4iGv{
zjrT@M3ovi7;4vGp3SFYYS-Q}0cV9z?r0C@k3vy>#AVDpC1Xz1VR#e|@%bOZdzor7Q
zqX}^a<#)$6@L#M_WG%4+xUJF6M2`x~v8!Rj8HucChHk7V&3`$qYHAN&Ny10gJzu^E
z``+$NDaQb~k;R{V)@F{JG09`Vltq7RzpG+S+7{T}t~*^z4=UU#>H&~WT4<8!$L~1x
zm$E$wg(-mm2$XTkKUt^mFFvP?QeR7^qs~>zK(WFJrzu`@rJsqPStw)bGGr{d_=IO)
zC%ixsy;vVM5B=~nFvu%rL}-`}y{|7|&snbO5-3mOTCY@`e3#uQz85mR7l0*T7#@T_
z+G4qG5?A|y{5dR~(XghOs|i~xIGin3@99ciD@?*<**Mf8gHq|W#fC@<bLdAGLk_4w
z)Ro_>>Bg)k+s+zMUqdzE)e{ZAr}HuhnVCJG2O&5FT?{hM`%#Qx5^q$Ta}T4!-R8vU
zA5Hbejm>-vd*e#CPn++}+TCn06<akf{u5;9C0E(uX_~#hkg&=;+T2ZeNqUUa1n*Jc
zEAs_$RFq#uLR8^&5B3-Z&xbb8KsGtT&cRDL5R$A2X|JaBXh7I2?@x#uo7$F|a#_IN
za6E>-%Ep6I!0q-IlJbXMh>C^0B3qk`OQ$c*R>}MRAyeoZ@~V5mP8?gqh0ruHX_{Mj
zB2I>Pw7a|zS@x-!9Tg>2b;s0gTNv0Z&ylV4l->dAZ@NtC1Ls4WY4Fv(08;N|J3a59
zDpvrN08;tuIp%UDTc2;P*vy#G*X}Mqmb>vKjJASbj$(k^YNP<k>ImZR@nV`-U~g62
zbFCAHSeS6A_C}|;nI7^rw;CYWa6HS6ZG`oxE^F}0z{f1pL{s_7dW+i9i1aa1UObk;
zX_w@`+pv^D1`(*tQ2_=~aG85ldyBbDeB?gJiO#y>kU6WflFd^a05nXil}l$k3W9($
zu^I_Hn|=ae(nVLCaBS(Tq`YYA@(%j*`?4&>P<T^x84<8*v4ShiB41p@BBvgaU=*Ni
zI>0@rJIEo%nmM@A&&eJ=ayNd9TW#E|zMQKdh5@y<DLIGptWMUy<MHwQ_FI{yzEVie
zlJ_W{L^n+$D=x2FC-leI&rg7JvU$}(PPY@m6eYx9Nq6dHoiG?10Q`Zpe`DIFcOJ|9
zuJ$JSCXYtamm9~=tj#)KKC=y0gRfJj8f}7KIgA6IM^gEZ*8_k!9_eDUPTKl&Fni1c
zP#N~qny5Qbxum>Jeap?c43-~yA55m?l6Pg;G{RWt$R2e5Xw@XmpeGKn7Wt?})o!;d
zT=gCT4~ws|2r8XFCI{!j>e|G0r>;x}c6#xc)IKUu>dSdk5feWS7^HGQF2MKRQDI_A
z$kM=q<Jk8D{_o~4><zv)%!}jyf#2r*zwq1tAJjb~0Xq{r0sVh*@0kb~nHiZF|4*0s
z-xU8n@^65R<9{-=Z9JUpO>Y-%vLkGI8f>zVH&2G`tYxzy$y@)k(`rNRHhb%Ry7ghZ
zz46PkqSWK*vRb?GNl2br-{z$HY|mg+YG$f`09Y;_ZqCHa$OxE@p>8lSArfFJI;;BP
zYA8Bu$_)U^tmGe=0qmav+CMlv3?l`H(BgInpsAt$2e@3i{1+1FuT8XcjdhJbfQuKl
zml`#)6hK~8RaJad5;X9<i2wdAAu2Poe^Uu&|JLLv48gy07*bk#$o#})HDK|~^$frm
zYk)|)Q8raF01awnW-fAOOaBfY1pP-laD78NGs|asSy`B0gnB1d;6J~lrf|(|pyLr$
zP*N1*RY1ccm?|QGqOPR?8WnwG*V+Fhj)gPQ(c8bvxVZiAeW@`Eezb?bn!htZ+rKu9
z{Y=cj(lyfAfTN~ps;>3Xzl$;(vs-xm_qX*GQA2);evq8s$Kd%NRfMelf2Y6bH%3N9
zcg9y>_(?78F82<s!9d2>voZm%0f=7MN&y_)%$T{9n3sO@W2|eexqtfJeg(w2u)mju
z)@Bdt0;PZ9G&m*HJF+sUG&z4$wzkGk>Xd(nS*L$^^88RgUeEhV0Q^oZE$z$>@A*J~
z*&gLMML{)O5FK1LerpH#EF8Fyy_BfAp#38s^+aO)OMhX%l2ln5KVIR!!zTS)q58l4
zd^m~C@>96@!y@+eqz0erPWe)Ienld}*SfqGn(FO=&onYP0j9I7vjJ>XZS#IbR);|$
zSel%E#9sP(zQ%sda;B%ZW~BAi(5_|NgZxO?Ly|utPvz1C7G>qIDi`ROg6L$Nb<XqE
zVbwFSuJrbHDi2QD2au&fF&^#m>?C&C5-~>72k>KK#1O;IX%BeO6H_(bRBgJcj(h)x
zp6dygAFgGN3u%Y!a+KB9f>13+H<g&>s7`R8Jr;>GiD9NTKMNAsjnd6+Z%Qa$DioGl
z_zh-VFRBvBY5h!hv7mYHXaGXbKyHNg5sfj{PgBF%ufZ?R*7Up)Rzk1THSn+3D5cC;
zKYSre3?Gc{K+bohXAfYQ)XoMHbu~Tl!am%wwbf9f=9!XbObhfE%Te3&h@nEaaOg==
z$0QuuIzJD{TSQT`I&T(0<jU8Q!^c0QY7SY%Ci*sUTk-Y*G%CQpx8KFH(32I^QHX-J
zTHMfa#hGcLjm$%^R>;7iGm2<hf1Mrp-d8yT>K!8`k2Js3yr87py<&4)XTug|(Jej=
zDn`itXouqU@IM;_Ck>gxuY8iG58>LMM{~O`%zy(Gq6nVlByuHmb3e;B@^8Rf?IyHB
zwqvrD-6c5884I&h7#aQ2>h+-uR&dcV2E-TK_ei|z;}_wMh-Ioj8yVOKZqH9eN!lyp
zXCp|)ITu}jWLk{GA;@lQA^ENbbopvY2Ov*lv3E~vb1af)HtcIjqj_Ve;l=WVA%4wh
z0u=6s3VDNq|BckCh*D1jjmR2QUTh<<$DUeG7K2T*UqJNm>hI^zDBl*_7zKq729#@k
z176s=RGKK*u)uy<<M0-ck}H9uequ*dmKwFS{K~eE)F)xYqkJL2f~Pq&Cpt&6X|zV)
zylB$=h^)#EU5Sc56G7a5`NuDC>oB{AzC_N}w&c}{kQ28nsK2Ch{o3Bh7gJG`>)47_
zyoQ6yRqwP+W(f=cxO2vn{iPW_CF_X=+OZBam&t<UJ}?DIOK5O+eC10;E%G6^U=^^8
zE3+LRMtuH@Iw^EigMWTV&c4CC2bIh!E?b7jIJsW}*{e?X=H>j(f^AAvk_g;L=WBeF
z+Uco|FX6z*>s63L;k-nZbLc&k&5sV}zL0)tbVxOGhTIKvfpBD&XbrCiFH0g`2O4Zn
zF9c@#uwDr9b)*nXQg~@R%qkV5=@MiE=C}bWFtTl@&a@Yx9O_*mykCD4ym95)?iz+D
zLTrt$$XrHKVdg-g0=q60RiEvE(>%?!)F!orQ(+%ttlqvHq^CuA3(nEyi$Z$V$cr_q
ztkg-0CJ2)JCl28CeQV&X4Q3Bj%TvQddo3h<vW?`Nazk!`IWDn4$lak3dWmwD<FZmt
z7(A}XqU;_=2e;LfO|a3)N#QX*x4NxtxycNpbAhH9N(<HY9m*9|VWEfL4bB#PJ&6Z@
zBwoFxW=Lp)fG}$c@WJ)d>EUR^pE;u-4%f`$%2l@r$%mUMH1YLj5bq+uW_{v8-*K(9
zmg!}7fid)URyl^KK;A@te{wa1muqZ1lTAylTcrEcG$0;xZxmFonD-N{_K-Mx=I`vJ
zZe9OK#Wni;l)QkC&-n$+igM^YODmN`E}>M;MyBZTVeTHU#VX{ocK+~0HqhoEk-EP=
zS-a}6NOA`&nmDS|HwmLa+9S3#*rbK9tkjonTWx|VW|Gw2$;eGWaf=DC7%`yCjYnvK
z0|KQqyXjQ)ZEX6Li8Fyq6@PFlek$|XPH7~pXx<0|>X#gU!GKL>Mi=fFn)bY=19X$H
zPPTQ!ijx3pDE1&~b;+&V!43ebK!nrw5>OO!0-E@dbkJPHwJz)fbVfF|8z{3Mi^}==
zQ@BAF->w657wb&x0tb%Vq(A^x&v*`ggjAkqAW&s)Os?bgDu*%dQ)~e;#S=I32lm=g
zb?lyfn(T}J<U5qN@z?AR<-CKF!H`M*qd%%5BA_cRweUf*MUl8D5UcH+0roH95a88{
zgdv(EDK&K}nM})|ee~T@XxUOCr=~f1t(HM;OD6*C*etLz?jYJHaM-K{m{10`dmS9$
zKm><UFbNswCS!@=pqv7QmmUM_w&=Cu?9aEE$H4sTHdL4#Dp9EI&Uxm?LfM|!J^!|K
zP<!iXV+)pblWx_q4$Wat!AK_)0DcP?r;F{MgX8T?g{3&6Odjl@%G5Bl1gma6#w_A4
z?~m}_f%gx<4m8O6A2G@_oNvwG1kb@K8)%@~q$^&nO-`#S46qVq<disbK`^JSPgi<t
zHXy!%L@g2<p+FQz1#XOoNCELh=;b&PcG|u|(JstJAEKRew8E+b87r34#^&^?XJBh<
zDB{UmGwRp)1%fr`#UoOlY#DWIEws@7`bfG?1gKBh9ZVQ^XWV~)Kd+Cl@yWV&@n&sS
z59D-Q>Nqp^NaV2}gkeriSz49Oi6Iyt66WK-M4zxKeZ^-7b?Vh3y*oyChZNJUMo&i<
zfkw`I3=XSl3P{o{+qh6FG{bh|1u(S8!0Q&AW5S77P?8(LyWc$qQu*r|x1t9gx92bg
z4ycXHX__|6ZLMj6BoM{~V6GIPzVJZu?UbN#JO<*J|2B{ukpR}og6~=;F>y98^P#^5
zJLC`!kWa!D(1whU_GNuxHFX8OSl@~SUqy~G9E;_9hLUT>vZBN5M~Tkxuy@rDDVViL
z74`tT8Yh&?maka`NRv-&1=~Q9ZlLQ0c@EsdYW>J22-0JN?*TPc)?2sqvcPT8h(M1;
z@|fPy%I5D}sY8ernzwn=wlQ;u^tdJKIb1`!$rXi4oYN`T`DKG3$Hv5M#k_y8EfRfb
zD!o!w30$%DB;hNPo40+w2BN$*|3y+`Lk4y^S==DU&^SCgMmDjPpeBznJuqXrrip{b
zwp1}vX&*khA4b><L72q2f|Gb$at>0X5}bPvvcv`WT2OXLcg)}f4atI#xr6@IA1;=(
zGaE%f<Sx{v%yl^I0IjF@M3u7)0LP&=u_>?K13{AzzP%jJ?7SGQ^}SYWZ#m$^Dxd=1
zDUCWyVdWEE_f9OEAo$<T`T&G<dKFFLju8^RnHuG!0cPqF!u46q{Z$wer$Q0GxX|pp
zt3hZ>@Smr0HyotET~;_?mcw(z;CUph2G^!sK8oRPvJCdBPe4C~#?5^~6LJ!TTg3qh
zy?*Y=e}yeY5;XBrrPBP|rlk@>K(5nXf^Z7eznRD?k^x872W6?W|KYm`=9u-8t42xp
zsx0>qpy86HC&254gs$PT0qy}q^jc{=5Bi3arzDB$c^wWk7jsJUC7%aR+D8G?te+g2
znf0u)!hA+OXd38ABZ3@*WFD6A=bchM`uBooQSMFWuF)di;V;v@M#I;Qqd#}j=tX1k
zFOJI5zcr`X1HX8yhR<w!XPsSy1#?SX+j3)!>z$9Vn&^GCxFp2@iJS3$E<J6gtnml3
zcUCDY)m9-$%}u~VpJ&IUlCut32Tr7)Y+0(@?--!(dK+ZTO(#`cXp7jtubiC{u?gC7
zu;G&{nPOdEQJX}k-KRW+p2alnZ7D)vLedBGKul45Q4}8bhl)MDBOVw5DEHftkJpzc
zGK9)~2FK!4FCFlM$Ux&fIvP}}miorYEII|l45m*HI}cl20W$npQ;=qBL{%(*cT-Ot
zpIou|*<^6TDX=Oehw7X)PhsL*(tpIf&E~j+dNoSGS<D{=SsNMsnTl+_=L=U8P66L6
zexmAZq$jiWSR~*;1>{WAX&{y%!6U_;Qx5>}A73lfyPwG!)n&WYCtu$#Mbh=N@y7Mi
zZjy02pvb6CSaI3W;b7?xJryiYUY(_cZpHJG3CspLXema<IAXjT$t#$2*Nv6N!Us+F
zeWVmU`aXE#S~{Ya<F+1DM1w-|x+C6HR3!)qx4vFdpzSJ(RPIE8)wB2-gTn6X*`K-C
zSB$ln`#{J;$C?pcFU{MQSWaU3k>hVG{7A9Ajha3caOg!uIVx$;cQ@!z3xx6zofx#Z
z-s`fXq#eLG&w}Q|bO<A)SIP@_;C?l9(YXB?k~k&dpvE&98D=QK`3&XbV%~O+(VUyc
ztOo3So_aF5*lgIyHxs2t8I9(vzZDI5dTR<Iyt+FgY-eDJ_%L>F9`EViD=g*Yh|_o`
zc$x><?Qe$k(^0DF@nHhc!RPHa$W22NJw%_#eVMh+EIO1>cB<?AOq(oSq*R$zbl0$1
zfbJE1-7{^MuFe)|%^qBgaY7zI_R3X<uT*QmGkmrg61~qtlN;Gs%KON=A+((Ysmipk
zgv+t*ky}gtN_s*STUM}y94DVbFY9GtD*DE4`RDg`x751Q#}ro3MwKibnFW8Js<1cx
ztpiBAOf8d_7O}As<S*LS&uI<xDXWDTcQWefXEDJSAL`@-@Ur^*uo;jv^4{lBI#n%c
zsJC=_D&19-i4l8WEz-7mj*-eMwqRe{;?|;F3V=vq@U68wsZ`!vuB))^`=lIP#(J_p
zVCizKY8t&w6v#*yY&87=CCo`L;JeL@tQl*TznY9Ul_hrDBUffklC56*Z&*Q2u`Ym)
zRE%K9#nwEI<@h!*4!jMjMz4e<MY6YrK_W-j8&LZb``^&y0)eE@WILP^44f8-rqj*=
z!^M|*b(?a?4{y2N<vXVvll5pqmbhWv%5_;u{Yy0jH7uPl5or-E=X5?YXzv|-plK-5
z7!R_@ISY5!ldgw2+4$s^{a`;_Ophc#$|7);Dkpd}MNX#g+@S4_-Srop77d6bP{9_j
zJJ!E(#QFW~8ssNBGH`qLY)NB!=mgVyCJD#83p?+HC0xl->pzP2ma;2dapeE{ji~n`
zhmJ2e=bz3uDUBB27kcgiVdeBpvU#;XK;Dq`4a%|?VQo<}#hw(5gbtn=Jg`Q&#B^Ye
z&(5R;544M0E4O2Yr1UzJ)1=L=enwtnkzar<|4DC%6`@VEh2F-|P-rCkvS|vh6soXu
zN|I;S$^9m*i#2do?)bC!9<z$66S<b7za)(*p~HJZs^Rj5n%8UW=B7xQJ@<2>jhdYn
z?g?HTCCxKkf<zkh{GGokQurD7^y*x?4-vc?_&HTCge>8dQ9=y(mWo3Bww1quxjda)
zq32r?g%r4fSRn9<xtjg>jTt`VBLe-{hNkEu1zs2ql{bSjRx;V=tk|S^3;M_k<1M<o
zf)6cC2l+NR<Fud@KLW!{e{|14CM>6+IiEI<1VTFvhcZ+@hW!C47X)QHwxMAWfLe5R
zC0hDt2)ITx5Mczh)vg8aqeSckYV&cBD(GEs2ukf$>5S^Z35WUX(Ut4x(?weLfix)L
zU${;nGMbq~PS@pdH;TeqE4V{04&{{qqKk0E^B#63+iLDa-X)<CG9KBD8MbqkJs8_C
zC$8w_!C9Ag;jfl6P_F_0rg1g`gmS?Scx5L<H{s#%dr)G-MhbIR85mu9Q5gK?m0IkK
z)d|7_K&s?N(Y7%p?^fJ(Pm}65XRkjHdWBbMbTI)Nl(aJm21!;UnVM8T=S<v?u5N1W
zJMxA8*)qkRhn#{Q=Pp*);Smg+uzg(pkpNQ2>GPD<!B={<XOeifT48XF5RcaG9bNn$
z*Sj=&l;IeS&GDS~m7y>GL^B`SbR@hYB5#e<U>Mf0+dxsd%ww>^SVnbFRG+q$??q2`
zT1^y)+>ZeOM0w?{7Cf@idKUqcnZJZaQw5c_5ts7eO=lC4vyUjG{(`c<vn`;a2d}sJ
z4V5SqB&SwKylIrhMBw>$Uu)z5a^S!iQY++`+GG+k9~8zD#@gJcdA*<@yw?S!(+Y3d
z+=$X9XIZ*QUn9HnA!AYyST7};@%NfmWjE$$skQ+3%+-ex&GJG=)M#D$*EO}XAR!Xr
zkn!{7Wf`izgVeQZ<#oPXVi*4ROS+$2fzh_)^oKKY$WB+j;=b@50c9hEG*JZ`M*|+F
zkEOER+V!;Lp7<ujwSNbi^=W4U4!co$B~R+sQ19QVquv1YFtOaF8jx-m;~lhTDN?;<
zMuszgqE0Ya!6jC)a~|bF3R4c=TvXS|5$@B`?xo0M_7v8CvYYDZoTE)sdLmc8LsAs%
z@}svsH|4{q)9TAd_)cpM{tq$wS6D!2OaS`XjDu~Npu_r22YYI(-m?^D>3TAn0tYq0
z)r0WQ0+0NuL%d`~DZ*#8$shzhA+L|sxU1qqm2<MSCM;>pTj!6&!&?wMCEJ;i<)Fd7
zHwzEA2Xe1`PX4w{(3d>CF~bhlUL=mJs9Fvj4gK$N%(1=8@K_YVbs;j%4pCZ;OiWE3
zYCo1UQ&QAP4!412LRKtiBSHmtvvFGAXd@b0x)A<RE<rDm$GJ+7@0;~)9-Ew_gXfiQ
z|3h?yxa_3>`XUL>4GRV}pC4ZH+Gb3(Q++(0S}@wDVE{7x#1v3BRz7`0y1MAao)WBV
zV+;>=8gd>k1o2mIsm|MCEa$rt2KOYaGp_hOgjqo(V@A+W6rH(p9s$}wH4nOvR(xal
zR8|_+9Nv-&+1n)>L^(?Y9?dHy`bG+#;`0Wyyu^3SOv&wpJ?|9fcNi5*1t}$+*=2xX
zF%dd3MEDz;{0MJ##Owfzy+>s(G#;}DF6$PUgo`8_t?2$zGe2{_w|^N&tG6>>AKCc^
z<b0CA#NxUl-CO+A@#?SE_S1@56f}JHR}8&&I!=QAQ-Y)+zpcPVTn06zrCw?NEj|GO
zT9d5e^JJR<%~xu8H)K*{prGm+YlB7)g$lARs;l!iPO5dYkLk<MI)JjETor)6IwtXa
zxA}L9g=5Zc7p5$(C3(3|TSdVXNX6QGJndyQVi=S5G2-9ou5k8!St$x0E8d+_&-0s5
z-m6D~+<)qhXGd9x3%ba`Yob>MQd2}s&oLk{Yo)k-aN-X48R6oCV`O5XzA=5iXCQ}b
zLEjTzRhFI0*Bu5eRF`nPc`BUkQ{u0lx0&4)8r3<O3FiVLc!}v*J;LrubVY`}?l;Rs
zuVq*mG-RHTN|Y{@CDg%u9%7ARbm4@*6DGSUBS;rMl#;IhB<WMu?34_9kwt-FRa^Y~
zMMh?^DvHXU#H2&WiTRZ2U&P@hTzAf*e@hQK@_enTld=UTUYc#G&KVH@cz%lZiE(Uy
zblhi*5MLzc`Lp6Gt@Q>2mFV<`ztH<bhFPVyW+6?MKeOlYH7C@aCnc<I+D5BTW3U`0
zDj_X%n@h8P<>oWgr##+hn7|OJY6#E6RFEw~=oDVnEx!`A_4}9Ot@)55@nO;bH8eJ9
zeWrRDEmr%Y7ex3VauGg`^6SaE{y<S&ke`ZU#m%MZ4X`_GqNb|m8f<w%A&9W^Rs=fa
z3(S1k&YdlXVRJ8m$iT*q0an4*^UaqK``XDLtY)NwthM$<CDUb^gCB{9o8>f-hI^7|
zQ9{R1!G-iI<%j$7*D=oB)@9wdJ<8o=S-83)0Ld^6Rb7VHSW{$P)F~)ja1{DUjZdfu
zw-zH}sTB;M;3NM%5P{dcE~b~$-$_d?X?kABQ*Q=@4B}_zTW!FgjGE3$DwA{WHNkI+
zEzv-3tv{EgSZ~x)iR4R=cXqv1!`zS>@gA^CccGAE`202j!4qM_{xw=A>46oARHQ>b
zvsc%y%;X7h!L6E=aXATT8i$=AlLEwTV4W$1HE9^K>;hW?&&8WTiv1Sq_IWBeFJFZ}
z^E>=)9=t=C|22tjZd|x-TeNHb$w$PCVCO3mtgO56{3R+@cqbT1H%Qo-*-y<@j@)h)
zTnq{O5JSo)V5msobD{0G4*quU_qgo9a*rYW-7Z?83A?$%IrTAKQwkeF0%0`iB$-KW
z>W!m6L1|UVXecJ&N7nP*1Duj<T9puxd%oN0+W8h1!*TEDS%%ikF;z``WKmN&!;U7-
zW|OJNDw11E%Kb_Jf@^n2J5JK-8qPo##_tRFIJl@er4j!}Q`~WxO!XR0G9pr3g~bo5
z2xwZ2!HbK&8YK@tqvf#ED(TJKP%SkDADhP30;=m;S#)i=NnEBNeD8(uPl?TNCbnc2
z-Gwh+pCO%SbGd>vsufsFtaE$#bNC$!K{(LT`U_@5^Lxp3FSdMXnL9HW$mw2IZg#Vp
zH5HBRI3xMW-PE$iLG}+Muu%#GdUWGtrT3J^4JI*qkwgF<iVk18w~0p{=qKog^H&P+
zIb$uVbkVs!x}8^9cQzxc00CJG*QWg_EWorEf~?^)HN)Py=Ndk@n;$v4kG?iyGKRJi
zc6}%vz8$Mssr@C#+G&hyeTUmUuupGbHdnkjc;gf8Cbrm%ENC~M*@NQ%A`5E$f|bV`
zS)y2wqq7F+On0}<?-`0Jb23iiY4rRHKoKwnSWFD@I3%d6qr_^=4>gRoQzBo#6;rP}
zgECIqg3Y)`LnZOgHOg~2n%h1s3n-@o7#HU&CvtI*vG{Irz1Pu@s($VbH{J$8)TsKC
z0F&d1(PMnt<=rl=O5Xa;L6GN#OmwGz!pj<o>0a@o5^`kHps!FsMmD=+!Rp<0=sS<J
zd)1vqMAO>mFAF#}vI%oq?NreC?M8p*fk+|_-xHG_=gUG>#3mm>k2@CzgF^A#R*QYq
zbYv1rMsgw>a^rm29`hYdC}Q5)pxPu8XoVM17m1T2NqTNw{3_tZvXYz^BFlE=nsOTl
zt952Q^SuD39OR0I$ejsG*%wnE-%Mt17NQeV5*3+1O;m_^C|v!4X&gMbW<V$tm<EYm
zbNEma=v;3&P|Gnl9_mRABI$SxM$T4FNzLC9<K6w(DT)eXXNyT|vSF(nsK4pEQ4b+5
zJ8RJh_Q&s2ln=Ufu#7=5e}kncx%@}?-3Zm&wap$FjBC0vS6Co@V-h2DhPKTd&3t45
zd-D}=LOCRNG(ERUD{Z2*))(MZLrG~h_XDw+TT-~zMtm3)0ywMmW{d5hgj|DB-L+Wk
zmw7-toFq<LN&{Px(>V*A8B>?KOQp0t>{Kb=+gBHk<HU~>LYN{$QAL<`B4qn31?@+L
zq(U|O_<B~~kQPvMc=<9;VDCL$$s3$3OpfOl;WWW`ka#??di*Ye;W^HfM3qyU7HO5q
zk~!O~WtM9>APx-w-B4~b!)8z~{2{$go)1^BBwJEG*hu7-PnC^7F3ai$?Jbg>yp6~i
ziFB`puhgWi_%lP(&zR8G=BubeOg~VOg-2hgR*?xrr3`zq$_KgvGuTC$5D*R+J>Hno
zRZv){`LU!xxBV>i@Gxxmj!S665ri%ALI!{Vi`obrkE$Z(EJq8Js!0qXc18&@Ba7ky
zS)ThBYWXe_ocF_07Y3;94aGD4yrVhXlYW>EnAYfaw{&NbpmPZqSJ~O~N=)31cd72>
z#WhWS#VNgDuh)P|t6u*d=F+=WA9d>B@+4DXHx@^NU{VFfxE<LYWjU`N8*sd@VcCvX
z_1L$q84Y#dvWX}!C+mmhl1m&_QbD%9{Vj@8wOC(GKU%?T?8w_uDr1k+{yCOfE4cii
z&%dO?Bs#v=NE*K?OxZgQo*&pd+K-+p3I(Q_aY%LFc{x#lR_OQBXnb`XvJ;tU5D#Qd
zY7NM=_4q%Zsynbr_Lc^KFzp3Avg0y}?MlYau;t2(oW)@7e^PC?r^Z}#IBccD7a>1u
zUIR-WvgU)nyCZUWt>b4N{;dpg?CE<CPYH`kGD`bF@SAotn9F>lkyJ!1zNA!qFxrH*
zP5ZtK=thYu3Tw3}m`hODcnd^i!6`}#nME~A^V~)~MUF2R9P*Mj0!-cQ!ehpDS#r>3
zFvEo>`-M7|ph*_AF^%)v6B{RQ+gw8M=#G%H6Dc51;CIdGR3OZ*Vnfl#`zI|H3?!H2
zm#xn}uLFtp8~!zm*1~a#ODTG_LqLO`*x2ZpM-CsjuT~%TI=M99N3=vrJDoCX_}COF
zDW#W4yP`9y%q^0Jfn)V<eJ}4s8wypJ>%#{wAEhi4Gn;ou3&IDCBrzso>Jj8f(=F8c
zkjp_!TUOGbr%0N}hwmi*Y89IDp1IFSL4R;vH{8GK`UU3>f>Ddjqu~GG>>QSaVWI`u
zwr$(CZQHhO+qP|+U)#2A+uirSi&;#}Zr-43RVSiOW<Dwz5^+w@Z~0U4L1rde5}=Vw
z;LNvj{xo##uF_Z-LXf51LnlJFOxj2VQJTeCmRYrsQKtJ1J`nKVK8M$SCUXbk5zu#<
zX{9Mg14LclhF@Ha23^xYFkLf%vC_L}2u$x~`^~4&_L-p}tkv8tY^Abr&&0*~nuoBy
z)zacd-9M0bCZ-F8DSbEzc>gRS!pPZ*o#{1gsDzxFk*H+uK}uCT_eeJo&i{LpOZaMQ
z8)Du27+M4VTq-excxf&krFsuc%e43t3sMr=!Jr!m*3lk6_`NalVlu@?MX6H{CkbZu
zSj-FLTFlyMzN^7Qg|2>}<e&!yvHj46gMJ!2xGY*_oqI#tuG-r3pY%O_!KTB*wxLuT
zn@r{`R~(hElP7OZwmxLQ^#;i&Vvv-Q+7-Quam(`0FP&I@;iv|sqfsI_eU!et1Fctu
zY?kA`QA-hGD)fdTR`Rh^3tM^wIg<wAqj-v!OfOj8_mhu`o8Qc%B0-xOYl%+77De%D
zKCD&`{|*hPr8;m3E1%8tD!T^;_{|*?XC-iN>0vRrXWJTQiG6Rz*)#*n4W<7VTq{>{
zIClf{-}W})Mt)`<=9!>*WE7xw|6_PKZ7k~E7BAEg8_$=k$cUIG8V&SFUPVwSjDK)F
zxSdCyVsU=HI@|1KEX7Br3ixVGn0kB}WGH`0z?T@b{v}1}*RdsEnk~D-!%`*Peth#6
z=LHnm{*q4h9SdFD-<O=^AL^8&HHb519ehY&skUV4A_AbTzMgEr`etizzE@VqJqX(0
zfV9~&;vA(C{YZ`;&M)L~6FW$|T%;n($^ZoEC{PhGpUN<zy4xz5Shff!PiGuC&*TOg
z$%D(rl^3F31_FrxgS@=1SURPS6k3Z@B#R~<e&^Xw4Nnk41>PN@g*>qRdvolQ4Y|d|
zX1x+o5`Mfd)$m415sj7X+=_<vPKv^6{NhYzn(H~TW{@y#lLJ#=4KHeDqO||#9!B9)
z@CWmy7j^+ZJFzU>9ESpHq<jJmr4B;nfke5$ArtajZOJrRWVaCWJ7^c9&z}0ul&_3;
zsUd1AD*wI@CE=?G=)U&&`1gvvokoY`&*U=bjx6cXo93tUj!e?-yi&F8eOZFuM+u|h
z^GgAPDlI}C63V1fhX;r;@V#54O7HAEgna^|%^0!o4$5H#Nk1Xv5TK;U;u<l*{t>Ot
zJx%XEANsHZ$HMjJx8D5IjJUKObcV7cS;O%h`Hb4Q2CA7c|LL^PHsJ6`b&mPZ*M2|+
zh*xkvBzOX=d|40U%)aobiSed|1PBD$dw9l79v3^#1b}@^_IU=iD`PRbJSgU-QTyA!
zFeAOi_2DWd21%O0EeOWV6Ew#1Ff5)_^b1e2a*quj5*qftb4i<qsGf||ygCvh|7!cC
zA0zxH!xngaHU_?5jZ7H)Wt`p@NgGz{A&F+vsxS1UAah`LLgZDsC(7(ugr01-Ov@j>
zECXT1Ey$X7H{PVyu=5lu2Ge$g@z@qDt7)~~blRNt$o_w}G)P7EM&E1fqr3N$x5CIW
zg&TC2rh~nfR-SWq;I7DT>OjW){@z+4#9V4DU=p<_&MPJrR|G`ci17TzE<?tyWC39r
z!Tg?7t}Vs>l8j1VnY!lUHTJ~mOMU-PfbPyz5ni?;+raEKz&ak8kPEL?N{~XUFF}=G
zSTEW4$gBl!6B9<879#PRbe7UPQaE0I-%O?30Wt;o)i~M?-bfO^HVK(2;@Im>(1{E!
zadb6HfOLP-0vV&HR#d0IO%N?BBUL%yXyEYQBbqEPv*G|Vb1AIT$rOtCEXOC{yNNm|
zZg$5$@Kf<71?n{gH6QFfn%E%r{S^pj7P~ZH3-H3fu~^He@&={9VT*L}xA?sYJsx9<
z_)~)GvHZ(ne8bVNVv+FltQo0%!syQwjr{<<VTh92lNm{Tsd5m|f@wxj)309cU0|w<
z;#+WXf_d2;dcRdcm`;x*lyZBk(EGj>`8U<ts3TZP+PPIp&<A%BHJi@TE$CPne$__B
zgjrcu_eu4?tk??D%Syu&77)!vS5;qY`=qWS-k)2o?#uDheC?5B295&&dq8>=!>0DF
z46H2Xw&W{9aniF#$KjUj+=f|1E|_k{JOoLkQcH4}L4#E9GO!&9yj26%1!=r-{l0C~
z(wiJbBovJ3jAq2fNzndXBD?{NxWOp0a~aco)GYMi;*8L?BFI)~nHQ!ln0}1?uv++K
zWYxrNY#I*3QIK)X`ux$w(1E(+Wa!MkNsDvGa%Fbm8`au5;y6jnnaffXdh~#0|JVxS
z;11fWvESDPTdQ6zF95%VB!mOJxdy?j^A$-}QWZn<ih-$La?hpD&nyW%Q_sF#qiH!2
zhL#`5;1kdl1>iE~U+SQ<v~8PoH(f@vC)?kiF%oXCVHI*>VG``svyvgs$|5wduchpa
z%Ef#J&B{;A^d5j6?F(kzr4r5eeNxTpl6*!NiL2?nZrM}bTpR(7b&-CWQgGQyh$6kD
zwF})NTS^^x=OV8245aXQOS4^)7=d8Fx!WtuMYX3=c7D}~X6Z_l8raHJSkh8LHnyCu
zt<<x6zna7qWq|cp#t>7RDp|90N%~c9;^+1?rD{BSN>BRsB)wXB8r*CmXrybGq%9b-
z=_&~l-X2#B!oH55T4Y67q{E`!M$~8;77v-!DJN!5*m&8^!M8r3SrB@@uk~j)UJ-yI
z);y5(3oyuS@D!xHuQzh`rVB=ecf-Uo0O|c8q^KDe4tQ!GpvAW}LRr*YFF(*hDkL5u
zXXN#ME0VV(L*sivsSWo-V1BLdzxL3)e>`BaK=(@TQQdTYDdzqYJjbKa?gP~UL!)0z
z5e~hNt;e0mX-YhJR>N0AuIg?t+R>5t<?x`LS_n$HF0i$n9$Yb{IXs5ik~?NG&v%fJ
zCHz2xS9<0AkSa0GVsXD}7)cHfkwITqRiMYOA>n;duIiqj9KRi(aiZ{4j95cj3_U~b
zpFN2GXWH#>PD4QZmUuR0Jh8r`AO?Zd6bq?Sr}8S?1b*u9-G;vTC8+fevgJISqJ`9N
zIm#VzPNMz4LQ~M)@Ifp{f*AI2SZciK^IL}#Gj#jC`miTQ1h-jYf_?C2WAuXoND}s&
z?C%{f_Qj26)cI~SM}+!dFlJ0_I7FOf%dND()<CZ7ietubr$@fm?F(0Y(2h{(WF^)?
zkqeV#Z9YD<CP!d0XWF3JV9P&8g|d@R-^Gmtz~>{FQyiK65HUy2bG8;@pL_`VX(%N*
z)TO;_PNwTuO<76RMaS4|b^SN$T?$<`S#45qN;=m<uP^z=Akbt$n&mz~d5yq^#$4FX
zjH7zZM;2G^9+JF_S$^XkSI!JsMRC>)H^ignhd65I`aWRFstwIkTO83zg`4$3i2^Yi
zh6(qAD0-)6`weGn^>d@r*~iKCWzCf^E_p}Rd51NtQ7gm$f_?0&tkrt!u9O+Xgk&f0
z-m>dv@ct2ii`j;1S^qJyoJ25Y!^5PQ>=GG8Op8@f@3wDND|UGvAw_rZsF)VIw~9jh
zWt0>G04L4@!Ca*E7!&(<@YI^XtMO+h<RzZii|(0kd-husk2<44trF!o<%fGeQ1Nl(
z7Ip&73?EXnTzo2@iEWb!JA2}RiP`SL(;U$}bjYF>d_(Ll=SDve_>3i>i_j9#lIm_w
z^KG0-nBV@Vq)OKhRvt{Uek9+XdmQ<5lZjuMYg&W+Kp*{o_)7G_ZfYgl**(`yFOPUM
zAqc(ucTx=OQn=&jpOMTCq^>Be>O<1}Nu(U_eaHj)?r$>oIM?lgWQPz%d=im*+z#Iw
zk*kM?y+Sc-KzTT{WrZOrpbIA(mT%ED^PF&tu{MIOrG<M02<t|VMYgbKgz<thj!G1g
zn#bfiVC?(qT-aiw-Z6|jzBY5_SZ~*g>`~hppbAQ~h%LnG>ymJ>gy-90y<2g@^2w~$
z<Bev{pSdJn{8De2Z&O<K{I!iC2f{*Lbj;&Z)G?Q96E)eoM+@OFI1k2}{~5cM=_BWA
zMN$zIQL~0AtG5p6DtSCSA@~kaIFsU`llZ(Dmp$@YaV%81<S&1gd`&Ww3I|vrcD?K!
z%#Dzk==^gsv~@;U|EY}|M&EUDUt^dm=(i}Vd2he9?$c&aL>pkvk5KrwhFrr5QM_+o
z5C?=4lU2q)ZQd*w6G({zQYrJos@oDo$pR`#;*aZdQ#Vt!*ViQgeo#S?ua1ML$~>@C
zhD}D|)`r|#MUJ4nHtp*9z2v69r$-4vTH2vQ{5KhBJOV0X1BzY*{5jF?`32o7NIIz}
zh5?P8sAeg*pTUv%ZY3^J;+|LQq-8u7f>j9;Gz<p~><*{-UBS1kjri?4pgdojB@?|C
zaSb#OXEGRVHUA@osEG`CkIZwT!zz9Y(r{HuIS@ZZeW~HmF2L-I(wv2mbz$bBRDT`q
za{cNKv1EHYWo$KMuD-hdr^<(Cv3+WYQY|ePuEcb>uFM?SSDRkLpK6_+^t`Jn_j@&!
zZ?um*LRK|6&iBn@&Vd#w(q~#wd4!B)#+Mi$Z&Nz=O5l04bXJit(XfBUByUCvj!$Eu
z36y&i-3Cp*xeX;p1yjKZY>K=(I(<4*KY_jO!Pq299Y<Hl-#fdU06G?FsYX^vP<rI`
zWx$`vQB32yPNgWm@71X4gpU;hq|P6@LP8n2wMJ=dv)F}PNtwSE3e7lC4R4hmA?dG6
z;9%qp2P=1aDLh#WDLIKp3N`&iH&-?CG;Mk6;OOlbCnVwshX3#fnIh;UGsq)wk5FtD
zh_)llc7ug25th^mXiOV8rF0jkZ&~AQ*K!%v7ww7fFLi>!R3?GQEg;cPw?l(^ANYf^
zmp&jPJ86(FTpcd62;{`X)r$am5L9bGOk{xeN>Nl7akQ{~Fat>NkciM|Kc?bg((V;d
zeB>Tg*h$zGTwOU(q0Ur9&S5ZDTxR=~fL$@~*;VnC3$zL{vU}2xCnIRnc0?cYLaGhR
z%%!EKQUDDj#KLO##a^X}aBpqzgrTm0n*agQVg78{qOuq)a=8<<HRsv)LT6i`4o$~G
z2$vO6l-79d9S2gPj@k&s#wyuR1yd@zAmT8FRmXKk7m!IDJq9*O04h>xuZwl%+^s;H
zA=A2=ndJGNpT32D&bA6?$gZZm_i<0aWjL|co6sYoR&gcJaIka2&H?%qf6lau$yEzW
zWR<$1S{Nml;S~3lH7HXz{_KMcQt{OG)3*oVIcD|JI-Ytg6s=@B$1y*@HJ`XV@|awA
zWQrX*r!GKR3ds;+w6$MI;^#FHlNxzI5k^sG2U}Y+$}kIAPQVEI6$qB67NT;Eh?i~!
z+beTMZu7l5T_Ecy0&yHt+V4J&v>C=v_wTr|?Je%9TyQ{-aolm%X+f-*KTnfY2vi@e
z5ZK;d8XPzMgIK@8|Avn9a~L`_VY)?i4&B{G0_#&dHO`{e)_k6gt>I^8Zcz{;5IqvY
zlUC#}!}YP-;aDD{dIt_kLaj~#VhfsF#m&7Qb;PT&ke<@Jt&FSZ4jNwYa2F~omW6qN
z#b-_vPZlHO7Fo60I|T6%^&mY;tvt-yaQcjXtkH8B>`~JqL(*^RX<ty9_14URc6{Oc
zyZ?n&4imPq6x$0+kU@a~XB@f6%V<$!4(&DU%{hO`mgLWe>*-q1Jn+kZ0j~QJndh?*
zYYgQ={!j47h*HcqfBnLXG@stUenOM$*xwUnD=_{mM81K!kZ5=A)CAnO%v~_`5nFgJ
zpa#(~*>yFdaPF<W8W(b2`plaqOA#J^f}82)puwv`OTYJD({i}9f=Ppj%E!HL>V-d2
zF$F&}7#&Zyy!7U2@fvE7XujVEEBH+PIvC+%FY+1VP7;Amo8@>GPBySfm%iUt`U}!t
z&LrzDQWJ(1nzh5ar3<a$H<?2HksHY+gdfQhC2-UYGqdK`7N?{;gXqWVjtH)0kV*3y
za4ani=}mQ!8@=$o>;Ub8?Tg#G?fsLa%F5*LIa{Gk`0fGNFQKy~0GU%jqwo3~JlFnM
z7&j!mxn>qy_q=d5SdI4!+TQ8Y%c|)N2e%y6g;LPQ0km`OSe};gCSpa@X=F;bAaND~
zI98~CfF=b*LlpS=AREj-J<ZEE)Zpf`n59b=+IGdIDRGxY#Q0RyNr%aqCPMFz#L*qr
z@bP$fJ?Z#5R0f-Q%SY(MF&)|>-}^827s!R#>}418<Q<)~&v&;{kRpGmRQQDgW5`v8
zP6Nq7n=z>y`pbKna}KPri*FFo50@%YbmWG@+e6`D4?f2>Q9si}pBDGjn=xu%@xY{P
zjso*JI(V{S&NVA-$oJHPHX69l3>l@C_bIa%>ChBvs4x#x_~S6dS1cFdub*M3MEW}A
zuy;WwS1=LWGTIK_35(<Itu#UpxySiDauHHksU)by$ZDd$8loY1|EdK}=!<R++&JO(
z^Mo!dEf$y0EKcAcZC`_&kG7~69G?==CuQwJUOAQ4e5I`tFU00*BO<W?df9CrQfXAm
zfTAwPdD3>9Qm~qV8^Zi~e$hkk+T5fZ_2w@5t5NazAF>rW*vDM?cw-Ps?_9PL71m7C
z1-&yK3Qob*;(uv<c{M{_y3&%Ymaf^HC@-FQZmxKeV4X84eO0u&Vn1jc-80?Yz|Uq)
zhMUabftRZ0xog8ek92e4*OcP-l8#Gh{*h0YH9h{~7GCdqW#~kz?K4gK4Q*8_6SzK#
z803tsCfx5?<1fNd$GPYf@1jm5hdDBx&YlL{-5@s(Ei=VZ)9LeCj}a%us#UZg;K4}Y
zJ_C?2Z+Ph!2%iE=XCyxTrI<>;gqm6|<7F)_Rc=)G$i`4%zb$){m28GR6T$SN7F}0D
z!Rb4{pjlW(yGf&&f~}gxxsz_n!n_1>UtXAuWJN!{^7wk3=(=?<_fi^;`dT6ci;g5L
z>V_R%epkrj8V)Chc&rqp_sqN__l5UAA_-t_z}_~=0dWY;4#j|wGsQQ}^PC`~PKlX-
zEbrK^U3v(KG2(K)oYmo@bGImBV&n`<R%@{~LjtLn9G{|?gC^DIrk8<S6&Tu|Wk=pG
zx+m(iwz6uB+lJ5f|2=}zIx<tkg4u?z?(|bNSIA=u5xbMSNVSgH^ul3n<M5egzeXi#
zL-i@Ic}uP|PCHM^VYZx|l5Ra$8=*eSQBHY?$e*MQR*j&aQ6t5_<?K2^f@nV@elOAg
zbk^m>W^?7{HP_Pe$?bDK_9`zO4g4xOP;Ry!7*m`PX`}-2O^9f52}g5$1BhjC^G`+R
z19XZ5df8$qg0VF{YE&?tKop&DLWcm69V*FuwQw3odC}Jmi$3D^6JXFKJ0fEM8eDLn
zEXrKG<myBR!`tWapdPa?uQ)yRYX>Pv5<w#k*(-@Hm?Z17(Q5zA$-Q|3W>#Cg{P>j2
zdl&5m!#~z(X{2x&nSXI2QKhaKn2R|Wl7Rs>^Z{Q0Oz>tlihRl?v<nDU5yfruqJT-U
zN=HePCjS9Lt!o_ozl0Yn!~ZAY#m>g|f3U9qi|}G$X67K^<AZW`aWXZuh4RR;^)PlQ
zn_0EHj+`OSSf3bfv)!8gU$Sc}iv-!+$lPel&B?6)YwK&-{c`!oywY0t>QdGB?ecEe
z=+#XC6&_rfjEl@mj4q%lBLNJVnwmHuF%R_i%iWM%S-7CIH#dTCJ_WkK&I(9@%@u%w
z5jX=AGjqQWIOGPGCx>Q+HUL1%xXM2UfE8O9Sz23~JRqw#wzs;p5j0?IWkvPh%0}q!
zL}>i)9g(TBGQj*Gih-G>F%&|Y`g}?XGPpw2R3*@`?2Sw=j4c2Zofuo%C;+Cku`;*0
zGF3okFY>?BJ*a={yR*ZO`WZPFe}D#OR+k{((9_csyJ!T|RYVkI^yNSZsAdX?U>KX3
z045~AbnU=g&OfnitZYty>aHyS`~IZZLw{0Yf2qG$u1<gLBJg9wAPkKxU_dc4GqgAR
z7{4RgCApcr0XKVQ$mrpJ9lt<MztQjlAL+tW0g;s(dlu-}*qp-J$^fMey|uy6^UII~
z*7io1Cg2E7?TmmCUBLgHUPks8+1A3^^623&_Aehovfx0U59DV0k7@kfKDo3xqqMs+
zGKln^{=_Vd&A;+<tj_N9?&m|j$iMzK8|vO&U-tUuKRk^5V9)4Ra*Uw7l%k$e@@bFl
zeT>%1+{WI>(i~0!?ALU8e&V=4%zqmyEbZ^M@K4}FULG*xx1P=#!llUt+=6-WuUZo0
z@8w5)@uy!=Na*!e&t+N$2Y?HWj12&J3*HQXd<j1P4|HvPWMX0&?j8Qd-})o|SDrgF
zt1BC8sFr2}+ZkNDv^7laJqm3`MQCwa2D4(3hB1&%{#D1aSOZQg<NWS_8L$1*ZbAeZ
zaEu4L{}`{`wgimPOd^~(c@gCBE4l-|^aQo6uT{GqDzqM!kSkrGii35mDM204Z2)F9
zbs*FVa*bvudFxV~DG$Zr%p%xH?k|Ew_M^Y)y{$;)3#9@xD_^3F+r?#qIgJn$J*)@*
zyPAN|6L4E%9pABqc8VH^{}`{O$-Q3o>tP;UW4N+LP|QYe_GA7A!+4kBy0!5`ZUiO8
zdeb29qXH=AV~U9-4Mx~gw{elA{8~lGrQ2;RP<mxnX*mr}NS4We(x#z_(WM*h-eESw
znXwy7o6|8DHq}leY!|k)&nswy=6Rdy(xlpkF(!6o{{AbR(B`NI$C`AJQ+gy9F1vta
zb}Fs5L(Cd?UzX>szBRs$+buW|l%brT2Jghyd!%MVdDsW~WkR{qbi#*01tb@^ifDcj
zZ*n@sB)U~31f4Ij;Yltrg{Kjj(J!~l)>5Gewca8+TZW-w*RG<uhk>111X%ovuycN4
ztdOa-CS%v`j5EFNQhFl`7$OEKjD1##MaD!q@=O-q9_aHt*%ucCYQywl|JiV{Pg|Lp
zA5^ngR?##-UbOp!O^}|<c(2!m&oQ^>sFk8QD^0mt#8Olhg98A&ISukemqG^uU4&U?
zXW4NS8pfaou7OB2b|)SbHWOdK0gZA~Bf04m1eLlz*Gz%ZVGDdYmwsa~G^WJtM+`@%
z2k+`Dit|Uji};NQ&UhA+eMhjHG}g;7n`+n8^;Ha2JqBoe_}RKZr1Jcdz$6K|$Y=M4
zoddMvH`bfQZ$jU+kszEjB3L14Dbw(EugcwEg!{<VENofLObEa5!`$%E>3hd4!uW-9
zI9hoowK_#UF}Il51>UVXOV2(%OCrE41l$iYjytQ9`y5m1a;0<V3KZ})@|w0MX}Xzu
z$>B7zJ0C6U!^eAtggl**K^4^Yq+0byB`;M4#V8;G1!Nyg33k+WIf)ok>d482g*iPi
z>0cZnV#wW4c|H+B$_I*|Z$gYanu6jBiQMSPKQ*dH4GTNhd!H8+!+teD)LEA|HDM9N
zq@-z`?umaOkpZ??R<bd@;g-$=^yum(*%%X=L@(kngNbrRyptz?i<@C#NjiNqL@*_5
zkA{1lXFBU^?J$w8WmsNFsM4gNzpDNUo+QcjXUUCYd2tRPD(DcaUA|J)s5|o%B`Up6
z+>C$q#xOer&QgOOpS9<CRa-ELr>#wOAnr~5#Pp0iJkD{3)KHsm#0lR44Q1LPwsr&n
z9)T^Ng?e<f1_6zT)x>`xdDZUbG)iR5BA#(bKfukdaEs_Dfs{u&nS65}LpuL$D%0ia
zGJ6V1dGC@kC^7h9DY{qNyMt3%3gBFa#^baqZjb0^O&@FyCyU<)hZ|Qc{7y)32=AFf
zO;pXv#-69zyS{>p{K=C?`QfDp8G!xhQ*`3ax|aLrJ^t7iTi@;yA@CB(WD5X339Q7l
z0hItB`9yBbNYuz*TP=JP6AFHP*2?Q~I9g`dm%d<rX2nH6Br=&Y@BMc@B6JZDhAV-c
zLww3J1l&E$F(H1tGW{mFj))1eD$>%1Q)5O`7Ms27MoCdK*M$OV4M0L0|7OV>DY1V<
z&I2XrW&B6m?8x8_c~K;pB3xq+=8s}$IILK%awV{9Pw9vPHFlRwdhDg2HmG#7A8mF0
zC<O@p4kr|a)H#cHMBU;&?*Hft!*HhPt1-c{cs4rf`bGh9cR9`(r*eRBJANpV<XLjk
z$Go1p=*bjUCXS4G>>1TK^zFowSk@Ig);&0URAdo%M0KYqzRegrG)PYi{S|35PPyT>
zV%c7dE+&u{J#;U1o$2?GZgiK0Rcg7jWu3Xj_j)e#4Zbb1flFW3YE*muwAv6Ts;zc6
z{y1&xy+@I0`FqLXbMAv>N{*HBW#F&0jTHQE!=3H<4Gu`NE}<;<BbxCn3)fjT=ez{b
zSBGKIYaJMV!Spx35^**Z*J71(svZ?)dxP+eFK$N9i52OcYstqdr^<q<70I-Y``#*l
z8U}ERz+3_FSU(e?00W%HCQTA4#^k>~?Q}O*KeIZiOb=$in8*hcJpI}i-1Qb_o4dVr
zTk(178(9G}<rYEV&@zxgt>^blPu~np;(i-!bnBUHceU9V9Ja2q#xiV|B|HaYfrb^G
zsyNx2P+0Sz$vUp>3vV+FzC<0c|584~vH*|Tu;kWI9lQu`$D@x`gHGa$-A_!MBBWwF
zBV2ikKxp;rWswIZEZk3A5^~1VK%SiG-X19T+}Iw6b`W6`XbsotPW%unP#VUR=i-}Z
zZ|8GAf@#6(Rh4wHn5}n6nnod4EJ^M1^#~BPG{Il^+~A#haxLJ3jpJQhK58^z<QL0N
z#iOLh*2ww-g${|4__)PSR}gI6I{|Xg5NA7M%})Iw%GHu8Lg%0d%EXU}^6KSm!5!Jg
z_kw2<wY>GOkuIoh#lf>hfPhg<8fdJ;X<+0^op~`>cjoJYm62!`H?vdBp}_*@d&h5i
z!P{r8Cq~%DWM8vPkx~q^^}G}TqOZ~4xQm*zEjfu|drWKDi($p;A*KqYq$1H`yV%0{
zJZv<C<>TseiVrP2TXplt$v$*}&VQH8?_BxT6rgvGyP!~?(q`)mE<~=tY$WSFPuCn#
zM6Z1|=H=;6_?L<CZ%Led1jbd5ynGdP=A%l~kYOY&07GIxd2lHMlMwtXCD1o2eBp`z
zw!MQNOWihE{HC?ih3iTY<C5y$^Oy#<kAhtdca<xJs`l-f#C$u!Tqea_Q47Qtgv*qE
z<+%3_bO<AX7xW2(E|X%|s2XGEw8SF_Vd7;%8ryZD;j~g8ueH5yEf4nS6*IXKJ;Iv+
ztqSF=iMKjUn&a22m|xv^r-$^rE9`QE&ru#`<tgWUi-)1OZnrB)v9zSf`ejv?SOrBs
z)d=c@>JTI6I~~;g1^d}<a@GxA`Q+8R69Qb&7L}w(UQ`C`I{+#5I3`_q`l`4rRrHK+
z8Ov&nzIfsKi)ifk(W;T)4#NwFVPzKuld=_|9wzLM4G1nz=5nuHP(N6ZSI*F#Gap>^
z+!2~%Y?N;wF78`q0veTI%;ZX^d!5=x)zOYbN4K<({|i_@P0+qZQg9^~N4=lU+~SwE
zr@0Kc*XHoCT)^z1Pvmo1w!n+UX|%N@O!E@xYelT2^1x=dH5Paa74%Ls#P&tR+K0OB
zVA35c{4k&`2%oa<wN<WwxD9fa1fvvD7uY_2TsHB!TaxOdR3ZJvC?AKrFv%Py!cQzl
z&kB-;naP7Su^-&`RG$1CJP5x|d2i%7X=c0F>5xNcRS2oiiEDySXf+>;$I5zgy@ALE
zZ|6?hRc;AieJoiOLGEes2uHC1SvRP<tB}vsOfsp29}+Mbzb2?hdaiz7A7Rq7fVv}{
zDSpH0jSf{ttjgZcrmYw1aUs=*W0J*6jE!93v3)+0ylpu+(aV-$vMp;BCNJ*Tr1J{z
zBFh-uDyxM!(dUqieSDco@6`UB;>p{V;;~33T+239`)Ru87SJ`BQ6Z8`uK%=eaBCx1
zYx9hjnBTw%Z;e<4zPM>Y4CoiMM|hUsiY+t_q(apgFC%(iZ|w0yHwE=IaKmGbq<fNN
zI$e$sqt>**g3k%zScu4&qXvUgJLTQfn9pZOq!u=qu#c)~ZFtwbR%Mp;2ve$1uv4k>
zyX4_nKv`ggQ3mb!AqD&=g2(|j#7Q{suczDvnk64EIa)m;;PG>rgv%hR3<&*M(C;(I
zIfl|%sneUq(cG7<)Few_Cao&`lB_$5MQZ<Qw(C=u<ocV53YD_)pnq3={+4&+KRtwN
zqN8rx7W~a)L3%n_ps+MP3*Jl6L9Aon!O`{LE1G$7b@DAEw<sBs@53L0`TY204^`<l
zBSE6>vH;-}HAtoVz_RYK6w7Y^&{+~9P$^l=Alp^u7`yS~YfpJoptp;NI=k3sR1B58
zwV^~)#Y|_Xttr<?-6K;{^Z1thNeL_PhX|*tpzNC$qOd+6UPY|HbS{tY%DI(cE3waJ
z;O^9#c{b9z3T1Y|5NfHlsu48Bdl-cTv6>uK$bV*6_c6C%@9yVvRUSaGRx6YOQ&MsB
zD#E5t5Gyp;ZBk=%LCo=9Mhxt4Sc`%4=k}b9rf~iT$^SuBPVQq+$jWk9?>RV+1nELx
znNQZ#Q`9$Dcn=sITbc9N#SO9|>NWrS!?@QG?oYpDCE}#P(4;TJCUZWh>Tr}iJ2!dA
zQOV42!dhD-6<B_0?Kv0lGc8`RPer7g;=Z7g>*|Ee+2wL<mN;ZG^#vSbLyv?evYnOi
zD(`+V$BbP*e`OH|+Wr8#L-feI6br0QPEGSKc(?PBCWP~E;;`isXab?s7X>Nk=3n7#
zytnIAkGe23+UZ~t0*CaY-D_^5U|yW+p?MdH$Jpdk#eH`8%Piz(UCqT(2A9>^v4W*D
zk9gT)`LYO15{~UfGsK3Kn%iq!@(^aHc<fv`Xfo*8!}92ytC<hF_0wT*CvZ!-<jpB#
zRA0e3=!W#U4Pg1unn#e_#VKTJ`oOcyk1lE<!jqwvp-~cH*6u2bhV+L|>g>C0M?^9`
zsn43`HU0f!os`@Fn1nTTpStlj58}N(dnc<ibtzHrY@vx;Fwx?u(#U7HB4U^`j1m|1
znWG(w_~(4|NC8ThE4x$lNj2X^;q9~^;&>m$$m1GJ)-L0sM2W^?<o50PWM`WS-%g7W
z3|Z=QC-$ePOR?5Y4JX=Kd3dw3wdv@zbQ}f`{u5*3x(g<56?n68BClZu*pwBKo^=|<
z9KKEGRW=OoyMoZurI`|yqdrV`sx`;{G;X_l&M;&NLwe*rVsRB~$;!x<E($^^|0X0s
zRv)Wv5QsXCJRsrYW)0xKk}5~2+(){zSqnW=po6@Bgqb?bO3wzLVHFLW1iZlHw&rzW
z$G9Y70~SJZ8)rV0Fm})-2`sz#mV+F=PJ8>UipH(hp!|8c#CDL&bbiZ&SCEK3aWm!H
zkOP>6x^`Hlq`t>#^xMT&i9VN+e)+P1?XgZ^^A#yH&zdpZQlZGU4?Gsb7!NmhEP4%l
z;p*&$d@)eH58@+c1jOHV;Lfb%=*%RDWF`e$0|V|mc?-#x=U^Bwk#gz#5s*?jgM9ZB
z@RS{>)Bgr$@D+!;&hmx8m!eR>9MUk^F^DC(=P2rWQ3H*yDIM==rViuio+_uY^mSZu
zok7)uUq&XJ`<<dN@da%CA0>!w;Ur#AcYU{sbj+E+`*5r=8|<~bSTL|j{5lT2V9&RW
z=ao2bv`T#L;HH{y0DwEA`Eea|OuCVzEpe62m+a8xeK*vEuJRHoZGR1tW|N*thEJ9C
z8rO!EBZJ2CM2d(FOD*C1Ps|-3>S9-x6Z&r4y}?LnKkk2@3x%L^yId3q;`jUrm9G7I
zRnX};&QZcdk@3>{TOH*=o6x_xI=tvxaeCbI0-V@W=2N37K-8e!rhM6*Ie3L*XJmB}
z5YG6>Hl!U-YG9HMD>|H;Zgq`8-P^#s(_WcWEcnUn;}2?|U-RN(-ECwA8=dH!OxEc0
z83y%37%Lv8i#rSEN0|}zRPL3Jl%hymI@KVLhSUgQ_n{VYeRIRdFh)JnDidO7=+H5Z
zjxawmZ6;!u*W7g-EwihQIexn8a7u{&`|R-d5lH!7Qv9&a)=-ChwjhW`Pt#gxLQf(A
zVAq?bb<-KIQSx*^(rZk_aQ_O4)Zb(f>x9FI7}{v1l2MC6ca8XH!$1}MW|(1E26ZAG
zQf-=kWH#>r>iHp<CWuyn35B1GD8_rM&^dAc9QOiTt|b{m^<%tU;2Nog+GE;}fZ6Vt
zAlz)+DFYq^wcvaQ%~A;%NA6dL#*W_7haK&!*k$`rQ8x_p@mk;)3FDD6NUB)^>SG@Y
zo<z_=%${$VdOo_T{hRVwOUb;gRSd;Z_3~XWJUy;$fb{zAq2{#ABm57g^}cp#%*aTf
zV^%#{D^Kh1v9F%UrD6zL9_&v;MXmY#DdI7Or}W3N{u=t@mbLJ%1q|@~H{kpwz!2*g
zpX5f&fEF2=nUMbKjXFb-T^y<T4Sl0fPr=m=-bFs|>iPzqX^u~<J8Hbg0R}*s&PDhr
zL9Jo2A1n)J1TzVzX?kb*D-OsLDwdtFQACne<env<eVffe9$_>z8_8%_0IA-N(!n1o
z3}laPx=3Gsr6Oap`pJ`cYPo*v3VkFMIw|(I!2#}G8P8LOG8=AHc}~flcxWY04soD`
zS4H^|$}r|psjA9m!t|~b0K<vLy*O9H4&r%lq+i9pK1z9j?j;!e^8S%#Z=htzfvf1n
z+4=;5Jp-)kSc%an_55V~lH#L>mKn^7*51zERz?>0LNT3srE>C}vkE9}@>)6{nEF<z
zqT3Y9K{Hex2%Q?)Q_Kx0wePyF5kt1x)z&)*QHrPv8+vg~c7tSZ^n}no1~$rJ+eESk
zhIPaBaE1$IrI3vsazNbZij#88T{x!ZFL6wi@~dOr+FrR6;A&b)nZ~}RSEt~j6=&nk
z!WB|^k;{>0&+R8u7^$q{Qkd)j@*mrI=^*{UjXy{)9@i?2FqQOeMLL&=lR^%^;S%gL
z`CnY-AQ1o|v|_n&rdlAg_FL^dJ(uc-We1=!%ga0D+$-A~fU5g#-hTN~x)C6;wP{^=
ziM!ZTmASI1w9Lp)UxRfPw&oxtMYJkF9fE!R2!qqle6aXV`sy8>%m6_G4R@(cKao1J
z3+LP4gH!?8&Xn<%zqU<yam5nX$1@D<AUL)!5W<*p&M%b};!Wq%HTjQe(gDyF33e5G
z3SDjAC4SdSVOLI-;lBG+9QfPn=x}23ZZ>~#4EC~VQ<XF{BFS_c=ZiT>gLNIwM~O@m
zuVLC_Vw%49nfh9~fqR^z|L!RhWWtIoN|S8{ZN#}Ke^QY6k5_+mQj}@$dbqX!Y@@&}
zE>hGwuF?5|`lFTcMsJ^DDj%2s1U>lv@3(mRgFBm_|C6me#kajJ!+J$y@Hq|}Y=#_u
z)6Bhp6BRb2^1;N}aPU0$vI{mt(yK4M($Nf*I}Jsn8d9P8hDU(aZ|l=h+jo97E_lfe
z{6+@^aXBng%sn@n!>o^8Vz=n*%;~wPh)I$@Vfk2E4zrYpnJcAXrlZ|f6!HsrgFFRB
zKg-!ezV&8T(2gRoTGKP@U`MJ5A8|c)#^wfn!xg<k8NJ7Gf`Pqq>o%)}RE(2<Ir34%
z+FJVa(H3-!^f1`uA(AYfi+lc^$5zK=$9y-dG#fr@58YQ2HMvZc+`E$qS&pe5&!q}<
zfz>w9p-%?~xpBvSPC+dH#w~HA=iuI^REE}l9=@QErqifDTh3WeSY#44KNp*uA!1^g
zrAN1Db+)}ghMu(C-Y-p$I5-H}%0j+}Dlty|52y4`s8FT1Q|#KtQ*{_CUHW9P6f6-x
zjtZ}eUf$x-y!}<ev_)&~G`;M$QWcx-k$|LSx(z~XA`_&J0M!Rm^<9FAs_;7V)f+)?
z84v{@4ex+2XPr(P6?MriPEKZWfP&@mS$qYPY_LjemT48(&ATTS09;<Ks*Qw(F5d<E
z6I_B%bM9y<&*sr+pUa+QdTdT0o_aXtWx>&ZSp;rH59gL!oMnoGptlZmO%-3r8>Me@
zXeLfko>vAMcIYU~>;zQGs!z^RqKO>X)YIETG?G*lUdnj*+=dZ!h(#)hxc`Q7Ixt4G
zFlib~>8;5Ey$3g1!q*BtO)O}NEPrnpk|e9!YwS@Pyi|}MG3dLpsISqck=o&2a#;?-
zhA1yi7ZU8-W>|^V(iHvt9*5C{Tq2S4+O78CRv!_XoO<(TBZpJ%1UpU&IGrUjIuF$;
z@oDML*k6eG$UhlJa~4Q@I%tU+uA5|e{0I6oaO7`pUJe)k^%eVCRTnmf6yk3ft6iXw
zUgu#MBRT-tP-e!<8pU%3R|A8&(ppxzZd34=TcltdI+uNWM<>bDlC?Anqg5T$&bRlO
zj9dg|VF&svGO)Jzz?&(4ehp;Ria_1kYB<aqhvveZr0+7uM})^tVUW=11#tCldB)LA
zJo54<-=(LlE(>sfI5jYOO|hnUO)HSIR!sPWXJgMFp2s}7QCLc3Pa`=Tp3)DQUBo%I
zj+|MVOuG#CItC&bNPOZi`AMVeboQ=$sm1x5iev)hL&U@#r(9T<-oujL+$+S;1`2S;
z<R{j4pa-z;*UT5no&Dr^seTL{pGv~g-a+94(j|5lfBJhh{9M}y51R;)C6B3bJ;W{{
z9TnF`-Pbc5VF0daOWYVR{64g5V(IOb{}nU70Gd*NeI16k+N%L`;i#z9D{gv0(OKGL
zA5SaxoF@dW=gVQI^xHnFPpxE481Qx@{NDU#N6sA?3bz-h1^2_Ti@DJsC=^G@a3(dn
z=T0EbaT#3X8SU2tzA3I%FPsU-=;xi_`8SVQ99TQ1JqBJ0Q>WdSGm%g($CRW<n+_rF
z9zd?5nYN~7#cBPwGn63J=<B-P=`uUwbrQVDWUWBa2{aG)3)-6&&-<9C;#3f0syU?5
z45GPNLFhEc)+k4!3atC-+IRk;F!{B0>evD((Ml{Mo#M#{HS)&4zr?g0s^gWR3R+Z(
z;a0!M1sfb;*UmF;q-VJs@08>cJ>Qa_tZL=pBCINRxRj?&EukLPtMn&Q__E`p4%<}1
z!TGPCT+z`qT3Ff#D2@SVrp|<xV<t^q=fP!KF(K?H+t8;~r!Q-U9!6beJMwgdIgFBl
zgtO}HSfoz*kymnap33sw_sEBkU7xL_p*Uv?>y{Pi<*>m1?_HBz6gS+5o!OsZKx6ek
zy0`!)an1?t%BkeI&rDP)rXWZ})6^8~wkR_$kZkWlRUo{=JaEX5C$agh=2EU~$fP@S
zWC&{D;jrB1-vT={({{j$a;_dJRzZ%)P7^TPT!V2R#p-4tR&^AEvFMDqHDag&*rx&1
zv!wBmT@_K@-MjC5S*%y$Fvd64qWp@T_?1c53fF31pA#2d>}7JsEp$8S)r*j*p5}im
z0Fz)X$8XgPnu2j}gAvP`w0kI_qPmD<%NVuCtjY&<vcGa{>LD^KoNvDfewt|M0!OKk
zcqVs}Ey!pe$eIk0!WG1k?^=z<{@fvkcVqKIj)t-#!C!s8CezufB5uO<_~eW<6d5`b
z2bI;!$GdckcHR89C+CFlg0F$Q`rfS*5M#+=2GvxIIR>p7St1wry`>a@+aD0H4V963
z4ow7S2?&V6jZEX3S`t_pa|oh)k;{<7g{J;-g0AcxEAiq+R8>kB?W~2a&?TBeAbp`9
zIY(Fv=&S!8=^`RlLsf_(*`px`o{-6fVj#^W9GfscOG{O-4`ozRde0FuR{k~klZ5Ts
ze0RpBI&9IW$siBO8bsydOJ6^-66Tyqg9R6Tq1MhUccsXQ!@g!n$XWp3YE>T6M?EPh
z!irQ;b3}Su^g&8{A4fITrT7{^gXv^S8B&u4npp+)iiOXNa!<h02hFh%*)Fy)jHySu
zI<OJk{ZZhCVjjp&I9{UTGC^HZ1n~}y&j&Y>UnO~uVg;mvM-DbHYdAbhx81%5$|%9o
z(+`O!DiO=k-S$B?;Lp?1fgc<9YLS;<Nyx6l%H1<B<a#GhbpH-Qa9?OX<Nd`}{bxFd
zX=>hSQ=$`p{;7>(J5u`!XM3sh$>V@R8<qrB3;D<Tl&Pqa>_F`+sRlAJjA`$ZByvkJ
z(ui122?0|S{=^ezxzhMU%g8mGR%56q*+y~@JpUfjKfE`a1_~t3BQ3NTLX92|aMAiq
znT(As_2|aBhtdo-pHxknEuG!F{M)=D2meWz2j8pWQ^WB-5_>WUoyl(ffPp{4$Skte
z(!{Y5Ej6Bh%7mKni=(jWeF+<~_Jy=T*G0Tjwi<e2W6pCuz^tA<i#0^06Y>H4MH&Xg
zir<XhrI5y($D1EysSu@BqCTY%Cic10c*dHq-dm(?0uxUjpegukYbHg#$&jG$9`WW1
zlLP^rmvBAW9mGYR&X5?8%Cvh7laPK4(E!kkw?x3$5=_SGz=AIq1oJ_*gby&%mcava
zWY5^NWe~Mr$>#;gFEL+BXo!;qim00u_?qk43^j00I_3eLA|3x!^-=3^Tdw7!vUC~q
z8@fLt@*-=_Xei@~+HZu$O{%lB$DPf@nMCOqlMpt)%}$iFQovd6g~SEgt4mntYBsHK
z=2!t5IAmnB+gB63%Co?_bj}6MyVZ4&UNzBiu=<Ztm=hVnrqNfX0(Qi{h3}pm8)LTn
zLiImqSh#THZQc-vEylMEbFhsBMq39h*WH~l-P_&5iA=p3J$dNFvo|oQt?T6=6ngb1
zy@mZZ8%)ggso@ne(RU}bw7ZyMArw9S0`zH@+}^qjW|km*0n99x%_$dF&`AMVrJrNa
zEUYXexK%`DcYHws=h{>BzVHADK(D9a>^%2fp*3YCNZZe2Zy!QS1rc&<5NIU^#R51z
ziQ!ET0@-#$(3H%M?GY48On=kaA4GAzgOopB2$X7U8(z{4Sf~^tw*qEG=Ef`NXgPoP
zV|V}Ii!p(lQp4h^nKrki*ES(Sv&@^JZ7h;;0lB?yJ-cE;{K=Hb^W#NJW5L!h-8&=J
zk_pDqs#R!QiY(gcOXHP&CeNeFL!&Rwj`gQBP=3^0`5tmGtK7y0k)T@w{VMJ!x<tV(
zXgT<?s`9W+v$N&%<>bQLgpX;TiCp{lrH3k`%&$Eqa9rxCjHZ|vyrJ02El@?*hFxym
z841n1OF85ksi6X-Ad63qcdAGe*|V&Xp(WR_6BzOtt+m{+I*Z@G#4t^Xp6<Zl9_Oh*
zFGAayoOg*dIE8qai<ucsx+Wo|)Es@}Hz`=tF|+YA!**-am+Y5>^6(v+##MxF`p7k$
zn)}G8o_R?Ls!Qhn2m%_wy7WV9NIKPg<&+#TjDri;L0XF+w)*F7sjN<a@Dds;G-<(n
zd;`|b5?lOheZ5Y4DzxN~A%tmzYF(Ew6lEAEbh})jG;XGQYEq2AX66_)x(J511Xoof
zL_F3Wcb-X|SOrEUl3Bxv`-C{-ZE+R^mpLSE{4ov*NzGBKWf4|;*KX^$?=ZfX3*5!q
zR~Ol%0tkkS6o3(SUJAbU&A!M*$*_a(x?$WLady@=(3q&w*u>;k@q<D-3FFPRAE$!b
zGu{MLMn>Z;s+4q4V3qvI!8k7?#@t!io(zE7(zdCDaGeK8kTPqn7sNX+Cf>>WudM8f
zwk_5-z)}lG#BEgrw&<IH%_!1FCRR}Kfl+ij{y<j;A@*&CA_2Y`1J%{eR*{kU?>9J|
zO$WQmIZI%~46yoM5L}P%UiZx=w456B<kw7h_HjG0`p*`e@OJjrEJuyi$}LK9@9G<}
zzFJYU>S1&g8OxJX1G958ItQ>099OF2&F3{8oio2{MkM111P}lh)@oZI_m{GPb4P8>
zTs2ZWLdpKZZSG|BJp~H3UG@Qyt)&!?Y?%&2*^?O8!$cE!oX?QVRB=r!D+#;5Smb<=
zzbYbpFo<z?vP!sIUCrP11SGLg`07&ZCnS9qi<2Bbh`3f29ly!|_bj<sdKjr<jH*PA
z1%p5P>G&4j^&BNGI9EgO)LMmjYoT)XfeF)3%?M6cz>KEEO2vr=2I)_V!ZXPG$<MPz
zQXsu}4)A>=>BsU;1z&gl3uBPZuZ)vl%^?%JK>{rZDlMLBJXaD|p0xB~)v;r>_32Y5
z-hQN-=<`W`G2M{zd^)jUyUJWbG1wx_9`P0rEOIsfL3iv2lbG>?!PZSvMGYd5hJpU8
zB<40-srlYo=vg<RNu@FY9(0WH#Ev>IP)rkF{9*`O3+-{EHin8~GsKep)?pXfOCQ#(
zdP;qFNVj^H^NJ1-JO(i~u>7hAuS&ER!lj*{n--9V_vJdbDCk|y=<aPSfl(nVr@Jt(
z@*$N8CsGH9#-L-kPYDB8RPzK7DM;nRy>Z~B{7vNXz3VZ0|3-Kly;IWWcAL!6MfwL-
z^5xo|NmkBoaEE@|G1CUCe&jc>p&d2nq94OfThDehr|P&(tSyP6d5vpOf}pUta1Wri
zmw!CrP2l0O3Nu;+w+ru~`7tS-OnY=ImC%(5xWczfs~$dTXj6bXg}@`9czhNdnrL^q
ztmfEAnX7E|?0p)Su}J;uwIlwI-r|wf@h}P0(lO-p{oUAdUXVx4CE<J}Jr}bwiPz;G
z$DZGYTN=x<dp~w~pAFcTF~E6*!Vtp$&G;`(K)Y;CtH=r~u88||p&veD<@2U)^jR&a
ztkxy!Lc(=2&bIF1)Ha6yti@C8Dg3WC3A8t8`2V_<65xt8(rYevYZ6GDTyE2uSt<5x
ziZ>oYcJUTby>8)+$zOI)X&>?V|LacWX`3QJ2wRHnLYhF?B1uf>Lc{bsZ3c)i`w8k&
z%GwaI7WH#t7ON)y1pmMz$K>~MUfsGfTj{x&f}Z^mq-dfAv_$CdNR6abkycYfJw8RM
zXi7TTy6Ev1F_<ZK;JZa=3S{}3Ra|e3eJAE=-Ix)?2!b`kZvl1V)KT|Fy+s;(j#q15
zt@W7hqrY<eHp8@W4GJzdA6H~yb5sW9XXf7aG_aHe1mys)fS=Ti2{j$_-^g(FX#jr0
zaCYc6waW$q9iYQ5Y;hL%7>V?sAfGkc<aD|#I9P4q3p*%!$revlUl1IygEB^-81o+M
z-dV2V9_>%zU2!{3J3OUf>8R!l0tm39`LCO$8vIJ^1oy8OsxPDKjH)-R4T|TOAzuHe
z*0~LdL22VvucaTJM=Myp<MI3_<m2}TPixz42ocu6DJCMcZo$;V&X+`}kh=z(A(en~
zss|y2P6SKpc1QtM7lN~#w9VW*Z+;FDjp0tg^$s|>G2{H*`o2`B{0c>RC3UxGon#Ql
zQY(&}#0&uk@`xT%+-cR)CdiHGG2E^q+HFDP@Hy)k2B3uRySQ^R`hLvKu4_y<j{u3z
z97=~KEv%Dljnb;ylY`B%HhF)yhbbp5h6_yOBR}}90(_^j-CZuUUth$@p+)u)=&@XC
z?&cV2RGOdVn12slY2tXwW?YI;iQ&gG4#?lAWd!AuFtmG-J2<m_FXro&1=2*imkq8x
zN{NvL^kV`<JOHyg&j08oS|TK?pVTy0qV`Q+CUG_dSU+<=3adkqDe;n|mY%Az?9z>R
z)hkNG)V|HYgj0dlj$LTaLOB$6S1G@e+umASeDYC-B++7B#yo~)U8w>_lqE4$Q^sv+
zlme6?<@F1gfFSEa;IL^8G7%vf!`NwWaP8}m_PDV6x|x2s-vGLceY7u7o>WgNF~9KX
zwo3^g3?2_l#u8m-;~BC>ogX+QG9XB74z?6oOM--cjL+rXQeYz0&>{+gEc{Q8iZq63
zfY1L0E?rH9lDk?*pc%j%@}JScN!0SYUBadn=P7Q!XXch+;uHBML(Aq<3^_hU^nTB5
zq<}GI0<Ly>`TSC1^=War$|Ns+n~j<Q`J51nPvz-;=@?vVn|p6}Fl{W$z&R-`y*`))
zr<z5anF2*4fa8A{JE!hk)L=`;wr$(CZQHhOJ1fo?J1e$rn=7_$_C7a#(c@h7Z+KBP
zs^&B2e@fz?OQ5~pxEJX5*jT#RoJLIhfBr`6@W<<!rirG54pZcBjR)?|FtKf|NHV9G
z@S>7N?U^p`#zG18`H_E-SI?RG2t1oGR9g#m%Df1Lt&v`BnSL4JMEEY-tUp0ITi=dx
zF9<I_RR5IXnHg0#?K(gn+#+Y0%m&>waHR5aRK2xyKG%lX0W>-#+??je25bmOGmZN4
zwqD{TP#^#E4?z|-<c&hqf7X<mEiZVX;3Kp(*8=cFn<tG>1@qc$;z8Z|iO}AJ|KtSp
z4ehf?NUQW~?ff^{wEsgK|Kj=%vnDa8rpVS*>NobFfNdTz`#U5r<Rg5KyGXj1?3}Cn
z<&lV^BMuC^f(u_bN;BiwZEY%HkQ7vQUHaUfC3BJ7q7`l2+R&?t3AA1{>HW^s8%27*
z+a*kN868qS`|oct$1OFnW)@p)oO9oKrj{d;Zk^ZO_wix_WzK)~{fg{uT;P4g1QM_O
zRUv@Z-*#GTq<B4j3ktIR=aX6(S^*~dJ7penokxp4ejEG#niQ(69`%DcM6M(Towd{G
z%-0Bsoh~LHgZsf3o1TXHXDj;|($<>x2~xX{H-T2}<Uc(H2CXbKKU<ByF2O|4x;V_u
ze<ryy$y0<-XQMn28bj`1?l~s!Xp-YEewMdLtFt2rcmnmfaebl(yn|qIn`#s?=#=Op
zstRa09~{YYge)S@<LpBOp2r*HBZN1iaEadQ>JfCkEUZ7NDUmq?fULv{Q9+h5L+)*z
zV}q%kcO%L~6=geDNaxQ@*><e4!|=5xb-!&uB@?{X*1w&Te<M7^=^6V1L3^j37F3^i
zg(Ip4PlIqggxtG_z14UO(A|0^bQWaeq*B6Qz_u$9`~lt$C4_S|u|0ftP{7f4KXTbA
zXtdhcW5W83Y^bArE9~jJQ$OeL{6)IbSCFwB8zq5PtH=KRJ<-|^A>L62#u!pQ_n(-&
zrBiUvAk3#+WVv8rk7U1WTt!Q3;qjgvRS$%5;!KQ{VYO+m9PFN0EZdf=ckNn^R;*y^
z1=p1V!<HrlLZnL*3Dglyw{b%ccBhM}tIboqDl|BMG?Yrs42bTEsD(oqpo8UM?9QNe
zn~Y}uYw*wp0cP31EWE`Kr$V^KTG21IUBWf6yTu#>PwnyG2uFNlr!34L_Roj%oo_tK
zs{Ag*^3HX4+udZi6#Ffb(%4~iO|Zd1Jca#vwJnkXD{ev|J@3^R8=9lpBZR=vSqwS{
zv*3OG+M)`q_nb&<!=8&(GnrK3hxEJOPDlZAB+r<581J5u*o*6LZr!LnsqYnV@-nCB
zjo=9KNC)Ja44M!oEavN<GeiQwTXM#6@_KieQI=HqqM7)9*-|z!ozvQ=&*6L%iF)BM
z?Dn&(#=|t=-JCBkP8V0E^qIMAHXw5@D8zc+<zn+5?3N?NiRsh1Bgm+cq3laZEU8>y
zu4>5fU?j)>coj&#_aR?)JPLWBzulEvS79B3F3H@5DK=q)xIX9v8<FrS0VTdSZRbhW
z=7UnfoX2N+edfnTr+LR+w^;~G!xq;TI<~^8K7n$NW_-Ur!*bBwnE2zCk&wHJ%$rg;
z^8{=P;Ymp2rWPfRs02t4jdw-Mg;OXQ)7-+q0%;$=vv0N!v(2&Knl9Mgc63AO%5-18
z#+vR1vWC&lI#!Oi`H8CrKBK~p7Ps_iOZj;6o6Ow|uo{_V3BXhWHcU|maQ?)N(8DWo
zH0N8wMhbV&8o)?RRipgCJ+F07YE>`1=*nNET<~<UyfCv(6cOq4v*+;{3WBY-WAHIS
z8fq1r${8xPDJz`?7f4e6F?s~rHW@>seqzcE)_LMK*y}o3Axny;>BXgk${c1|8|$7M
z5QtYQ@qeHQFhfya7T^Ahw3mpx({J(3u9w3cJQ*Kb`<G|`wef9Jq-^05w_AQRZRvd}
zc)$C{95*7MUfaprL6N|)vp*`+=JTb(Jk=MZZ{OF*yTWCJ#_}vwB0375PF=6ztStb}
zVg|b3O;@x;daQHzowujk`$w76dWzQ}3yA(A=eKZ$F}fjGK~}h%w2zbaDcnwR1w)+n
z_>xp306$v!N_TW!ML@`Ez?w6#uFP3Ez(1gWB*!{1ckoD3{phYDqiC+n>USwHRJp#l
zjZGw$Lz@Obhx5HO@Aash9c@CNJg1QNeAR^*m6!U%1IuinE5--ZKK3<rvG9dmQOYU+
zHy8eS>U6m!tD{2)B}f>*gJ+|eR2nWBp<`CBA`H-C?@hLbO>fOPyiLN`lL}YccwOk(
zFeLYz2TPOQ?+m_S;-Jy#J79@!_p@6t!}(+rDn<VsX>giLIMY5>Vk5R>dzz*SL7zro
zzo@&D3pnt2(M!_ebCpy9_C)3`{dcTF11lPAzrIO>tGDysbw|$Vm^c~EDeQAevn%O1
zG60eSF7@y1ASmL3s@@vGBHEK*IGx9tBJEkUG{l&v_n;nPolf}QI9@z`B8C&DCu;i~
z>y{hzyI!K0{<Ro80~!pboV7`*QS|uDj#&H=-djAD1EZOYWOJU`Ftjmbjv*Rxy@Y`|
zi%=&?fABBB?L*s4bp_dG67d=#-dnq*#a0|adcJ_`(i~(!SG`HuFsgW*L?aysoC^y@
zU~|`;CjS^mEFP_#1$I~WnXEIbw<kY_5*wiFWs8yR)`$y^(Hlk165^e3y{n7FEnP3h
zFO}`NpJD3IKhj3$MV$J#8cW%8Ch5h>31Xy_wUQp_ZYIxVnJ-BMx=7L?2w%B`FMpTb
zDPo#M{Ckj0$KcT`89Vck`SRN}I-<toTe?b&52r9}TpWo~WX$`dlK<S|K<4pO6sq7W
zW14oOFH38<^kp-+?qhT(2yBP4Gxko64S4+(>%F64#T&wr{DT8*>ls!Qb4;lvasjZg
zIJ&nd_Zr8|pU18{r(Dyyes0ze2gB-Dx%`J{Of0+B3l_<)IQIM5V;r@r%MAg9RD--r
zYHflaQceFev0K?~7+;CpdG35Mqxl3*V)x`tN#hOp%-GO!?5hi2!)DNZW)8vC6t|sB
z1Jj7VDz)iO8!Ai^aXKxhfSN9c`LS|!rTU4+80SW)XqOj0BdXP4otInmGdF1R%-j`>
zb?M9pRpaTMzkYoXdT{?V&oOxhAD&62QM@xSPkN8^(a7KOwR!GEreXNS4whg&gNy99
z!VG4}9pI5u(s<dpt;eX%V_0I#RLQBcN-l5`-PX|RF%?n@LOp%0<E7r0G#WvOs9yNT
z5G>!!%enQkdsY=IH_`~Qr3jI4ELm|hx13LAKE^tjyg5M;CtnsNuNc+8Pe)G$wNE`b
zfz+mp{ux4J%+xUp4<7Q9|72MAJXR+dZ~CIklfQ?!9SiW{T(SFa@=Dc@hl<2k`|uu#
zV3*p|e&J07+2go5b2l2^e+~+d0z74RcXGlilgeg(3;uf5@RC?avFBZG!@wC&c~#%;
z7))E-YGS^VNA5|IFchQ@7}%=c#&Olou&BX?Vs^lC);gEq0*oC6x&H+#*6{(w>Ew@k
z=t)z^y>x}b5ftXuy)K2;`Ll#kD+z9RHw1LSa{c9S$FIQgY@}&q2^S^z025*mFzQpz
zzbRXvq^zTwq>!^(l8R=pAl|wbFY0D)m2dgs&(=b!NWE=wnGQ-?w}|ROQxCI3PNaa%
zxA0<WntGK9%G!^D;U8Hyl8I_Xj~Is~b1k}rNi%oZnUwreA>J~H&(y6uZ9)2!aNNZ^
zA3*KLGj)$SbMR!~lDKbHR%g=-kfh@1Z!xp4uE(x~SPJwg88Ubl9<h&`b^&ACv(fQe
zm`n3fEU0A6ROyGR5vXGW-h}F%qU;p5rw|wS?`T9CFooT3IDj!uMR{O3KKJ59XCAy|
z`-Fzf&0j(CcnjYh9r$_ZL2p3Dq5$`{YJG=<)eA=4owadN=4f?%J#Az)+93JM<@W}J
zCGG%L8X0Cioba9g!$CN(6|d*QuRaFZ8jU5b%f%zl^G5v{)7arCEI_3FFk)i`fU6)=
z3CJ_Q-`j_?6GaYnd(TG2AL*7O&U~YES*avco>I6raraONh64;?(De0BjU_4-Ru<`8
zeXVt4Q){z*N82TGOiULf&H7)H@(m$#fZnuf7CWxLc_S`(`;<Sea~6}0UJwCe;0CE5
zgb57-)yp>N>Ot;DYP(x-=c7F<%3C->MtDy|o-nd>7Jt~j9w6}`gQI@T&l(~PI2S_m
z<2(uq^gyVA3R)8JGIZeHimRl}IZxUiduy8auPTIi(Pj+u>!9Zf2&mKWVSbYj;&&x;
zv5pJ^;y|&wLi;l020i$+AL-QXGWU4=-7dz)DyB{gvE<kDm2Lk!(kTx857AR4oDc6p
zU0B|s_+46m2X=bSq|g5>@kd?|Pr4o*&*y&mk4E3AKRsSPxyL<SiR$k%m>pBj%m^z8
z?@kO!pZn4%w<c&Q(>(f^XD}f=`LV6Nq0UD9sp)>~8m)s1gkb5?miH=u24x>{KQ~Uw
z_|ZEzVjNt7((%>10iLg$QFwX#@7(;kCe`4{^|9_h@UUbtVQj$uY?@KATVIml7E|#(
z1cxYcIgN0SYeErpQ2?2!A`~}D@J<cCiBaPR*FV*Yby@D3IGJYDWG%u^R4X&&;c#A{
zPwfG~wL1$s17g#dOmfu3QwQ>uH7!SXKP<6*hjBgR?~6NzsKtZ(o=5T@`2Xl15+!Gx
zqSBBj+02KyMI7|jV+l5%i4SD3LwTcqLA#a0G5#0kkoo_gIsCsdax6qF9PDf?{~L42
z!pZdiq{`WKx;mNft}@`2n>K~w{|{`q!R%?rd+xU0VE^xCU4im^z4hjn|1{6FukE7h
zd2YV?J<c*gr)4xVHbiW3VL*L*3VM97e{g&nRw+eI-RQ)^0)mOPaX?imDmaLub~ORv
zfTC8&AP8d~uK>agq`n?RD=SNTj~d7%LBW8?R+d&1s0DkbFAhka7uD6)*A_`=X<>F@
zdvhA5|MupF;p*mK6v_qF?8`D42MNll1q6hy`Z@@RncN&7TbvrGCAA1b2<8k3ENdM&
zbzAPbdIsoW)j|jolL)?l5E-ogvkipF)s3m`hft0o?iXZl4*{&>2Xq?b$O=&@NeMGq
zO+^h-DvG%>7FZ5%8u(%Hm(J74egB&h#|onHH~;Dkxb`>gO74d?>qqmW4)f^UF&a59
z9Nfsk{se{zTt|nupY<Ejkp%%G0cbW5FteTWbNB(7G$r^3wEXKN1<C}e^M!hCVOefv
zf(WJ*%e~3l(E%b11TN`HG!9&FVdZ#mmrsT2Ys*{ryW9SYOMGbafQU$fkp9aw_T`w;
z5?j(jIj^^|`AqniUhe9r@XXMIey?v%9N5a?+T!>2xj*pj?Nn?AAOEWR=QjPf<h~9*
zYnlA`xa9c!M;GYVMV2d*J6o4m3uIaEcYhJg?8k7ZZ)=ib^|v<fH|SlF9a!rpzt-pg
zrtt;rjG6UE(VOXa?vZd}@4sBR7#^Pwrh1kpV61hmEMPi3yel9A4u`(~n8Rs!Fc6;h
zpV+%Vm;ac<IuQ^M{$Ptc+o=Q#ze0{aox!PZau`e6f^&=Vc=oe&?S9QNpW3JS>d5Np
z_!q`I$Cdj>J|t+%5IJy<**0?rfVBKUa8x8}N&{Ik#MIl|h#7kN54&z1%{$|Bazutw
zw%3bAjFP4@XYKi=?Z9Mn%2gJ3IeX)5DTtK{UBjq3{`Y)EU_dRy7O&I-mQtbRSpW&h
z@1lC~tWG$(UN#K>ZLP4_QTP>+f$|=<HhL-~_qF8Nma|gZy&YpKtDbBMWjJ$z=%bJD
zGmp_Exg>=rQEUe#UA9<pch*f7F`4~7vF8Zuzg7wB`tq|{nVz%#<d&f*OzwBCF}Vte
zVeG6o#LKur$}cepb2CX4k+1l_RiNk5{C*(d<)-mQXD6S^M=Z&he-1=71>oALAZ|Ne
z?JJZpv~#Oj;xaD<O){eW03&sv2wyp_P83Bw%=Qt?uqz;x*C`_V*cLuvS)iE$MZ3u>
zmh`K;#BQfk+<(}hxVficfQZ>FWLm3~j0hscV`34rsBR4Ypt<U+vaWGnEaq$V5@7P9
z35F_(Li+#bfW6i>GilSW=c^&cEa@&%v|Ik%uiqnfZ4y~?jkvRANjq3jSnN>f@f<1_
z?vmmPZ#(TqHW{)qVx8!k=y?T(ZR7!xHEvU9LI=Y-D~hlY8h#7in+R#Ax!7I@M$PDV
z;Lh&v5(rzx>CRi@nI4fd|E;9*Uj6MFV}<_Qkv7%^#6nDxq#xH*ckN&)q6d(gZWEIL
zhk7K8*h_s&6zR>rsP937Q5%;3$qoMtPU(6abGosL&OcrdAkf--h$Zq3C9IcwtnUVH
zs{j{t6W-c}HEUNYzJJ#V5t}ckY^`^j_WhkI7RWHhToa^+C}Jb=Z+5dx2%9E|9dOgz
zV5}kP3~T^tpJLNmALsm7d=3|h&o?(*RbrbkQCQw|-6KU5tA+HU0gy`uFVKX6LHg9?
zn!MhNY}c3S+X>}y1QWyG-A3wE4FYQYJ_8Z04GG$eTU|V?fJFXxxNM|R<TnOCZLi$a
zt^^au7fsh}v;u;_tR7>l^A@MEsg$Ygwg}#8ByGDq6&$jo#Gv1U6h*pZP4-(kge#3y
z!;p!O`)Z16qHs3N@HNc&D%feQIGrIOo7-#bu6$^1cjgjqUMS|UDvQ-(iuB#dDYI|5
zT6>2MLe+lNIh{eC1yKiQq(UkSv1$6Om=D)8<u8#d+>18Q4!6HciIj43TM4ejz|HFz
zu<__ys-TNv5+%ae86ert$V@|`8%N)O!;M#*=97XiU~T-l0_Xwm-nnOcT5^cFTr?w)
z+8vP`Y0|Il#Ga17iIJ7ED#bzfeMz~FOWA?qSTIvOkW6#k{SD^QEiM`b1I0OMI4f!H
zZ{q#7jgx0Hah!`;m*k>k(m_M{?q|I1wfL$j$-18W=?J=&{r4ET;TDZ!T?y57lgKK)
z?T7g0xkFucfem*Xzy-O+pbuV>&RUE!W@6H1#y-_A!OZ}zQocN|Dl1AkF}DPTyJLe>
zNy~Pt2^L#&_|I*PSG>Lc<#m(60dB>Mi$sQ?xb7de)K`#TNpEvHX#?JLo9I}lm!~1r
zUZTXx-v_A6=a*Xhxi)9djQ5fH3GGnMoMW2foTd0E2p~4s-L}H3c@DOkQNLERUL7+@
zvWck~m1F@=m1$=+E~8?jx_U}Qn1YK%ghCp{0hem<jrd`U^NlJ^iRGC&gJF8lW;r^F
z3fr1Mm&$m%NeL}vWo}Xo?BUaLePR<!WTr<Qcgy;VKgB*b-4iUxuGEK^(P>oaa-7P;
z1ROtArO+GG8i4^Ve^e2_uTCoqxEf7JLPlswFjZqkv8%X)gvtgSh_@<qggDUSDYeyW
zP5}$-k4b-^d!j(tij%^+E?1LiVbQ`$KO$e<pG#l(Avkn(i+xyscDFo}HTTl$v<Hc(
z#R|te%ACy#Rt)A7r@T(pc?AZwW?=&&9Jk`;)(XLftv&eZI%<~~!#^uxS4)NYhCkDO
zA}R(KJ-YFyz^o{zqTY|W9eae6=KPx^y~M?&i_`p!aZSYzA43~{RIMsYEe6uyN5@ii
z!X21f$g%6TdWrEqc4OPoXs|M)%?qo%#+}1swM0_0PVVyja46Cg^qq|vO~X%B0#(OH
zwvbr-|0%!Geo>WysE2K=Oto{g+dZR--}Gc0InO4|#CWmp!-K+f=Jmi|aI_2&u)dky
z1t~~Sy(toCdO!qpLl4EELG}kZ9}hyRrO%@72SnX)HI|dqy$=OB$@LKYO!xiSf=bkX
z53_IAuWcbNf?-J<7#v^FIC8nS=ksf&20&G7BRo!{fBZ0-@sU7TaS^9az59XHC|le<
z36OJ}qp*o_I1uwifu(>#TVeCeUP8Q-bFMA3h<mO^v;9W9z#*Z%uz2uGzDw*+ab;T|
zZ3M*_4wlQ`N)+(&s(F4>KNtxxRB8u4$!#D0tS~RnUG0E$00NJy>hBD$-pb>)X*NUr
z32=6m)2U$FZ|QY8LJ=oBy~0c~=eHO`DX4gq#q41?h!KY8xY9TEZ|x^-Csh1SkKyOV
z3hx^*=wJ{z(`h&Op;hVL@lQpuR902Ck86JKb7Z!->#Er&QXrp;QL*_P88;~0^Z)K~
zHUtD0D}-YDUjiAOU^QrWhlm!4iao3RfpoL0iO{3w6T$!^BX4YmWrt>lvwSB>_|EoN
znrknW^*ePj&Dy}6eHv0+8I;YBMIG?=*I_e+%Z7_@dU>zmoBEkC%)rmSZ`*2<Lwzl&
zHYR~*?QkPbBZt<A37@iPUcABynLyqr(v3(0^TdbIexSnndc)MT$P9IeFcXw)_KZMk
zLM+@AfA^L{BHYQO^!W`I`6M6OA_=*Bib1W@5)Vj?#Mq3auT0DY-C!b6KA=)<#e7VG
zSmm^Iy`0UhCErI!b10Js#gOw@ErnHt@Je9~<mJuHRA3EN!)(lrjsGNUkhr!M#I!sy
z&auy4EGSQm(A2f{b+<tRMJ-S*@)8+mxTst9+~_2@iK#1Bibq8A=?^3PD}#^<Arf%g
z$v8I8ZOL+VcAR2cLgfSxXlqLUlQ+=yPrEdXTnO)935lKHdi&C$>c>tHckXBD+swY$
z3fUV#Ze_^DZ><gb!FE%77R@VqYxn0pSm6_Evu(BjnW7lW7{tA9>PtP{q}Y5h&_<8t
zf*bSTy2@7$vpIAknZjXW=z(-RSOt%t1yzOrij+t~u}ynAXsZpo5%&>>l}MbnR*>!y
zeyLqLsANbNB<+rapQh8tJQ9}(qdOhcIB@XF;?G*-(W5TwN3U$(MfnA!^8L2S%0z-L
zWvoA50K5m~D1xtu$y}B_SAEK67-<PeS0T-~DyFIASC}i#U}uc|&-NZBDG$81c&E4#
zI<7anx+ROuY{4n;SY55ObUfh>H^Zw{*?~xHW+ETGUm3_w3791eRw&DB`;V&vn_@^!
z*>-D-^={6>&@5JdwEJ1OkN|`Of>O$&&r|w@Ds*5TqI29UrFm}o#;yorEzvZqIOQ}9
zV`A(BW|HY}MPo=27*lJ1V?>NbqB6{5q#*_|e~lWjnWsh>OyQ<!BWf<`ll~$nf?bCa
z*O1Sw=yf9OwtL|^T6$F8IJ&K;#fWqZ#QV^JlIe(UwDZmYy10z6#*T|3bKu^*6bDzt
zU+y)QA0btz&Q1TDtcEzF%U>r%PxjB2pU!^e*WfK9BK{h(XHe1FypM!K|JF3%R}@qP
z1xoeNXfr7k@pW}QzumXF$sM6vGWzcqhuBP-$BW2*83EEeOU#%G85`zr@arrrjH=Pe
z0x+_p0Yx<_ph)C^{=dHeUBZhFb!0V?f}hMwJ4>3G%o{U#{;z@kBIK{=7NY$rA*EN`
zKBIZ8vy7Cbs6By%z9gV)%(foZL4xfRB`Kz`mxgCd!Wt^nmnRdY+U+2w;HY{BR0Rv`
zKjb98bF!UGHSA`F`ey}VT7b#>OQJfTPX7mg?Li+wHE-=it!Wkd-}L|d5}1ik_imp3
zHZ+}?F`F6SU4geDG-@!dlNtX&9_ZWkPF2j)bXC)k`6Js2w_ZU4kx8bQ11g=)I@uCT
z>a7~45=~mmt!ce(9R0N2eNsp7a0(+~S9zptpU1KZT*dmW&$3Rqs0Wfn$w!p3Q3^Cu
z2ejl`$<z&hlRPmkrO7d2ZX+x->$DZ>G>|fqFPr3<x*P5;X5Jx`i6U;a%Etf84QD}}
zTublcoWLB-Mq?~OYhXtWrhbp5qi0H^s)E(9nx){Wws&*pD<bfvQ3BrKw!ME74oU60
zsUe2PBXJr7YQ0E>A~(U_A8{V~%@iKYh3-D_$O~tVBIwIobmbCuas>juF23==31M{-
zHW#Y5w*Ier+u_lBdlT!Q&A)q6pl%nkA7azv)j^9fag^pT*YG>@5fNg{^wa`{3v3-R
z$5$L2jxf`U3Y^hX+n;O{FD>1aQ;nDfl^obSDyhj@Y6mre0;0lhy7}olHb4rtz!O!#
zS$s^vq#><vq~5<7WHEYep&~eE%;-X0@P8K?M|8SoCe$L5GmyTKK+}&66iHjEV(Z%=
zSBgWzQVDx_Fw^nrICpq?4dyKE2|4>eX0luE9n8Fq?Mm>B&(a!K_`i{&Q!6hskap&t
zKJgPssAUvZTz;Aym>b&NU$Z46?`~|BwvGnC1mEgBcu0_g1x+tJMk!NQ^=4IPP#RaJ
zKc@lSp`2$BA)<WYgHrgXJ<Efq7Q4k!-LtKVh!`{(M|yu9@=n5CcDQESq#!tB6JS_%
z>J64zK=Xb~GQK+$jPQl=dNb5e5f9Ny{;F@7dsRgJ$^eGGtI}OOH0`M;%BE3VA`qNc
zq|^7}0OLt^;+1RXTYo+aDFpkpyfz5Ice{zG{6B;zD?GEh@D4+gO>rP$+w=InX5+v7
z16U%?poh7Si~GkwOrhL?6^t|lYtbBjmj+jauo}kgZT|3wCm)pCQ<v+#a_tC@0jgp9
z1y?<*EP8y*boW99DZlt%>&dZfw;^WWVKC2HlGSX8T6PEny9(r!%M~bISZ4}#e3+Zm
zViV=sL$f%b^0JJ!7I=QS7*%wIf4kP<uhWaxp8aR&-;x2-jc3huP1<n@&o11GYP*|1
z#iG3t?Wu^RysmKd=#I@4QBuYoco=;F))zkOsH>?C>QoiVtFupI2SI}Ja9{H0mcRI!
zu_#4KT^7~Vl*6R7R!CTnX`*36r1;Ri{dPj1c^0uC)s{mudQNgCZ47nr=d-FxLth2d
zPdK>Hs)GIzLf&)4CgKP4S_m!P60n79275q;oC$tP`GZ(2-4RzA#&QVZ<@ayJeO3}Z
ze--b#?qL2(XF54c#0RqIFV!o=Orf+Wm&FuQ2dXFn?mh8p3lo-SdGjbj1s*7INwABR
zK^v>EDiqjF=Jh?+lqe4^s}bSV5EPL6ZCn&Rp+<>CrmDIdw>eO)s1As&Bf*Clq+G#H
zPnumUwn-(HZhrlgvg7U>Z)WIflN6}aUnP;KIOH2%z!iqbviVFKczKmon>I@Z8(P8<
z(nmMEr||Y9(Oi?`7uKcEC?(YgVZb@Gcx^(}l}*UZ?T8w7FR@-Q<Sb~)tAtjK$r{oB
zMF1IXyAp{su$_EdM(jAKvp>|Jj=(|{vJBJ}6t1A`{r05h0L|c7H-^(_ft0kLpp2tR
z?=@iYwdC%;UPPEdT^ox!Q=Ipzqx}Nr2-?^oI;Fbp0-6+|G|w_zhtv5N*7)8hAW0}_
zY+pFghsS77(INj<rUvf~mm|uXOr0GrOrWt1z)xpNOZ=eIIH`oNl2v8%6QSJaeTNyJ
z$gvu@9K2mdFwTk+RrY7@xS<V*=~1h^SUWON8TIOu!G{h~gTp@rd_<yt8rR1-wPr&}
z%^lw}>X(Zq{Jmf#-p_1<lGasZMnoe`?_~IbJX0BPl1{r=Kt`@c{Kq76Eg;wr5stCL
z@em<7ygTYiz{mIeXNok=TSqQXI2tV+33v1d8|<K5ITBg1+WVFfsRy5uvwS5&sYzQ7
zd8TE3Ao##m!!5^RyG(RZoP(Ph@nZ249I^-in<^K$A2Y5fc<q;QFlAJlb*EAfYX5+5
zMwVq&OHcsY`$vt9eY0J&J(E;g8LOCRhE8R90<Qrbr0Ez^k_fCQqfzEWp)koATPI8b
zL%;2aPF2heVx(SasDenI`y<8fzi`}*<ouf6m(f+*g6$&<pDgHrJ%~)d&NIrP%4ZKI
zSyw@rUU6+D$dQ6v9FwEsitbj_EWfLM=_j9?WPLpHXyX9bQVXU3EM@m`_{X?o#!Q>~
z$v{;ea8p-u3np355dTv9P6`r|I_bg{p@cJI%COU?dXn+j+8S1{YB+fL=rp=_Q!ia$
zsIIY!Mw?esLHI{UyDX?nh6qdct6kx5758b{X2@$frv1<750Wo~v8-V8)Ny!I&eQnv
zuS#$g<?xSKHL5ZQ-8euJ>GdD>>6-jAj<#D`S+xhTH@wq+;*GH@66P54XZ?8CTJ~8E
z0=SOV-zi0c3nf~jXTm;J9!%?W<z)FLxoHu#2Y-==L;mLYAA-zL$%-|<@VWCTE>XV^
zAO>xsyw(_ZH9l41(2<F-8C{KpWS1Db=sw1-3M8SNJJCG&&jcAYxD%WfG~$~nYYlQ$
zLdXugoW_s}%PsF3cNvBp!YgjM$u?-Z`rN<B75k99tcBi>h2Z0^UQ=$`+VXz9zGjtn
zt2VTXhp}EuTl*_w99*&|t($`ha+Ds-ZPVYf$eq|Si0$StTR5j46tL)riDGIb4nPJS
zc9ZN7xV4l1hq#Ca+j-a+=pEY^Ks{zE4%lw0NU(BZOdx=fe9J*iJDu=n#bztS<au4{
zt%43bknC-defAI_k0|6!dG|x5<<)*0;JMrBCh5O-$SB!%7<|-A6ne`|uS~g%RL8K4
z>)J^hBZ(!3mUI@++#x;CS2d4L#YE5A0I<Y#dI4s}yAhEzNT1f*LO6#mm>^;g?3R@p
z%fUB|6Z~^hYBG@GW0i;xAa!5=NB4Jd{cfxlgbd2@-Ufu%@08&%@%^2HUB+u)51--l
z3Nf%gH&SKW;8+19!qwpX?#6O(2Je6hx$cXvxbA&RSu6fI;Ou##H0o=HW`l@Ubhr&!
z2dI2VDR-|xP7T9Urw(5!|H;}2T05!?`P2WpT8P1LuPsW)^zgk{Bbt|XgG?1+Mpuzr
zUbWaSUi!l@G(Q`pbqU2`>B{a}5ddZAplvCe+uN;UE#Mz0tr9VN8F_(BNO-oT5>4TQ
z{9OTf(_*G*-%r(RycsNvTK2|}vI7$&>2jS8l($G!xLiYjSl|ctg&POxB#l3Mk1wf{
z1-3^9-;Sy_eRW~}vu29=&_esT@}#xfmhU|H2C5jRc#*`p<c2Ap6Gv+2li%wZLWWIh
zXS2(YT`U6~Mcz`IpiZj;<hVdwiH#CjyZl&|=SI_O*RBXJFL;8@9O0S#y3uwrLD7yC
zbVqGXr@!eeJZLCQ%!GvX46!0}IYY}ER4v4VjI%-gtn{Eq(ExXr&RC8W5~8JAaByHw
zotLCg;d!4bLGnFLN5!xz<>C`AQ)V4q>>*NhR1Bwc6935(M26T!B0izKO$g_gWU;|n
z&ns@~IA>_}jc~O;{t~yTpiS%0+p%43rFtv6U#Nb?+jz<BFq%(Tl?ClJgpf_?qzS5q
zDpTt_SGF|t<5@1E>2!|>G`f1nkmT+fXSAEI3833xgOmgFJMgYsuzA$ubw)aYD9?9%
zFDO?YZ)AER;rj0Sl<^>v*$auBR}4GCtDK;+Y7Leumv4+sg%**_Fmfd|Hg<V*f>6ek
zEUOI1u-gSaR`{Jm?OUOT5D#_fUPR#6Lk%-g_LeH3;EPv$E9t=0tHWUY$1kVplBy7-
zHLoMoj0;pH(M98R+t!ZUs)aKlfArtm@Joi&()_`slO!gE%%Qawf1CKC&pR^>!9o5I
zjYCQ8YH)gIE9g~E-6J@esa~ianS4c@+NQ+RmxcWz>Gd}km&O2(FwA8xr_WLF0_j3<
zF2Yv5ky}QfPbTJYK0|G5L%VGtVfNjzgGN2(YT#4T$)^n;^HMlMDADK9BWEcrM`cB{
zSB^nVNxSh9(@0M`3~&NBDplIHy6s^%Hy*bw^wglrh{FP|bbzkalv4#$L`I$^;Qg;*
zhSZ>Wk)}CyQSK?r0fC{s-<S#+9KF<E6<*Dyea(wDwiGuf6g?a9m(6$$ByKHhb2gvX
zO)R~a%Wm8nsftN!x=Ko$D#JVl5yvCCkXHX9jq$ElP%@>VM$|}3cWp^_QF_LIWZ`Mm
zd){hc<Q`sSS!U8meEd5_?$-cSk>bo6?e&VP>RJ7Hv$w$8p42?d55@p$C$nu`Y~E(%
zhp7!^3F)=u05Q3a_~t2wAX|2b7*4_bZ7Z}8KXDZ)KutM1Q|&9$L(yVesyU~iW7?yw
zhu*q7U-ciES_bu_!Q9|`@z=)jVRn1pB!}kSp4|t0(5hCMB1{<kCjFG58{Q7KhSaY)
zlXhqMpwu~)Q*qr1k{-}O3a?(P*FH|gOnDgdTnIhLax<*g-!~%UAu~JKp3;#Y^91bj
zZ=Cd4m)9%sPX_c&)dUX#N?xeUyVLxJjupwY7@{JPWN4k&vzzYt$wb)`+Jj9zWtnt5
zwVzdchYHMr4@^MHh#(@Nxm9#e67igNH9o+;dN0nd`Q?>6edc9#_+8{@qRMezeM;N&
zYYm-#*S;=>GZFx($wz5jltua5k_rH3Z~At#7-x8P3?W2u)$i1z=;p0Xfn2O}H+B6!
zQrnyw03lsQEtOp1N~@Y97KBZW#93d6{fO46W`Nu2q&Pawz6OuG@OzUFHfx)PiuB^E
z&`3yAw9gGT);pbQi(_B(gJ6L~Qj8TQL&OCCyXFrkP}Z7XF2F7l44ID+_l-DI>`;&F
z$%LwyWd+XCb^T57^ez_bZsueb1^c*D_YBj8{3;=caoFxSTf*@qG>o?xAIn1d0)(&3
zmtk4=E*!DZ<sDkR5Ai+Xcwo8^_v9VK4)OO7c$-Gf;IIrt9G_F7+*G(g9^WJC<YQiu
zO{*{h(}5?3#kfw-Eod8r=#tsj$eii!mQFluKH<O_Kd6?ad>V1dS}M+P=M^1v<Eq#d
zJz-$nn(G<uu1pB3IM4IBV2n;!`FO^xFF|Mdf!sxnpB<RAoGY>v1C(`wvj<%Ajfjtt
zn7k=HEZI%Ux08f0V77%DL6BF-J3?%EYu?J-xn}vHjYZ1?@vB!innh?x8k6KgiqBdh
zmA(CXy|o}Qum*_}RQ_wYT9Db<I&ZaqChXUW<?tc&6x{@6pXPq^LBmvPd2*?jkG;{*
z#0oQfLGW|q>ECR+N=+Xfb%?<T6z7|JzZvjb@fy?2=zv>6H6eBfT2@cw`B3e`Qq>R>
zsupB9uSvvc_v!eWvEvJUdC+UuR<&jn2zL?2%#b88UYxsl>}>waLQ!wsJpC3}SsJ)&
zfsOT1>Cj2q{%|vqRc|B{z+vY)7`UGYJ~)d3`Xj3JS)wJOX`oO&C;_UyF5j|IUsk?I
z>tV>bDs$lbW7ia)h&8*oc5j|sPzCa~Owx89UG4o63Jp{@Vgc}nh}<2kYHV?z?)wGY
zKa*g)zjsNDi-X)pmEl<*%pjGTrwle4W^6b4mb12V7=c!=cQ#cWaEny)?V*mm=jVj`
zwB6IyXKA^VGzlTlwwy2Ne~roPvueGs(cga&*=4+As1~_Y^ltwTK+rWjxOyCCPaM+L
z4#GIWpH0NyaHQZ7J1RKs7s5FgG{RC&W2KlG%`@|c18xEZknygScj@y39(hHlV7dhr
z00MWM`WcH4nRMs9A<<!}sB0cCH{GXip(i*XYQ(y*eQjUp;&g_#)#<25^9|mXIi`?~
zMSaw%r5br>V~R2KqVzmAuVHWWGi2`I&`QcSTb=IGXJG=J<V9Jm5RQw`JMCe31&0?H
z2l=B>k$vz^{Z0_*_K38!%!x&%&@8B?+uG0KMqjVg=~96AME`m5$OZ4bb}EPyU~Xsj
z&sj%`Av0k33a0Y@asdBc585_5j&VaCd2MV7PP#FVi6i0z(P@vI?(rYO*uLX9z0<qF
zqnUgg_;OUSyWawH3#6pX-!yy(bJ;IoE6ko6U-7WTc+tKbUORYrWwDZfBj+PTP7!BF
zghJ?<P@jt(cw-s%@KtWvSjGs&@OW?zTsPV4H^1p0<(kLCsvkldw6H7GTMn@}F^64|
z6PDZYm?7~qoaFr#7Fp5&ORQe(F?EDX3*Smn?WiQhOSvp~s~2N_A6dO&(8Cjvji$A6
z<-cgpK&*T?FBuu0VG>?}=M~d1V&uJ(c(mmI-lxjzcm@Ja(i?^eB3cnBPBpK|N^fb`
zosM-u@eMH=LO>!#N46e5%9za2$H)}_fu#YRV}N|hCr;lN!{6^w)<lB@Xa}p729%4Z
z99t0^wR3C7eU3>Cx;8vd?@$?_Is@60*A2iFefZtoLhS>X_$$6V1@h8y*XmrWBQET4
zpznp%o+@?M2?<KL%(L5`=5~Y>$B;MJ7C2V(uDF^Pj(U0uwlBLTNPBC^Kt%t01UH$z
z@k*Q}`C87$n0z-Wz51vkg2$9HSqYl;-h^vq*#2i)NFl%JdzSbI*Ej8`#%P{<GofOB
zh}8ea``MB%Uwm2a(AoZ2S-)3(P<WqewP_eP5$=^P@=1;UtOoD$>D<<`2k^PtUR?XY
zO9VQ55psYIG8Xq!S#-a^n6I|}3X<+t?isj0+PV5P{6K!kFS>1pw`(!pdZ)T@>BE#b
z6jsb>X~_=;TsY8uq{G51qlIxve?Sa_S;a4lpa;zVU19WwF2JF%CV;w9ZT5B}cL?;T
zET+)WU{U$twF~F%4J6gmt``2ga!BU+*NhOawSx)L`)9mdlJG^~m#i%N0OT~Mzi7x|
zF95XZ6R)ip$L^YIAcBYaUlo5d&7OTnv9|_l>rkEMg54o$TJbq~eApj~oZieL72JSe
zP)5qh>!g@APUO!sAE;j!Ks^<I(tEmiMYog6Um%5R&W5>m>wW}L6y~1OJy5PvT@_sm
znlk>h0Ku4hsIYg=(F~=6`dQk#)Xol|Pvjuewyq?_v_hZR9cPN?;Hjqr27bgJ8CD0Q
zjEC?XZXaMA#GzekgaDRf%S%0{4YGG+kY8N)09o`#BTojYsdA|8gBB*Ke4+<Lecz93
z=Lpxm>D>I`hL@yKkfg3&m$GK>25ml203?F-OS1ZlpHSNA)kLGY|0zh4i7%c@=<DAn
zKUfZ(0!n`y=2T{2T$Au@;&G@~RARrga@ikK|IhZvkfjK09oSU($_TUTb6s&d(83E`
z?F3$j4GUj#JyV9E!gz4xtx;2M;F032gJzI{>?iz~QGa-NFl3d3T>x4u(rWr7%gkh#
zlgqEin|5MFg+^VHy$Ij7AgZUZ$Bq-k$#SBi!d0eWHSX%Z?10I+b=AFTv0ol1r&1v9
zG7be1oh|q|vKozfsM{!2*4Ofwcg$6w_tzza|KTHYEqgX8n>%pnvqe)XnH&NZ(dwu8
z%%JTqbKb@QnxNwN*ySGccg`vz_47I_UuX$_359F*7O+d?lE?7^EQZE=bmkIv#8s-G
z&Fd@bzm*20v<ACw>x>yJkXE6`=2bE>p>y+T73!0ymhL)goz15Xar7JLtqD<c^nEPP
ztZ|h$3H7KB>UM$X`dSYTzhR(=xTkb^IlHzUIXtd$a`EXq@;BotLpslQpDY3umwIxr
zR|dKF4}B)<=bqleNnWVESBda^G2ADSnd_`^VFX3?mqDA&!HBz93Bb04;{xVfDktFR
zdP63Y74Q*<OR5ZZcyzJ)dzpA}p_*w_;;H;38lgbAgHmiB)5@PUvKs8O!+vYQr^^|j
zL0aYWlh3RH58FmZW-FGf;wo5Yc}#bG?f>7Zd9+foW3-}mnx;qkcYt%31PYm*EO3oG
z@v<u>pN))I@Eon&NCGRrn3!R9+s;P)IY20Im(-}-rn#-;ajj>JTzNE%7>R=np{*IE
z_8XL&Q<6M!kfw+nx+c^=@6ord(`iTF`#Chc3ciXfAB_S(Rv@m5oD1iCF;N2@`;;cA
zTWbAuA=Y5f-vA>~k&HPd8W}`T7RJOemhy>Wa+S(_^lTju6*$%GXL`{H(_mvEevc}T
zO7Te)?g>{gk~8|!#=<M17Wp)9?w2hjBXWu&r@X!jqDFC4`;1o?a8I=w)^z`RHJd0Q
zHB(fEM3#k|_qsjM$N4uzYV!melnom8$z5>$zJtD=!2u;cP@$R>sjO^vtwkx<=B}wo
z^s;TzN(W?3!aw}=_+hXZt)->-BNbXX)5FbfYYF9h6r*XHZL=Ka_Mw3fIaLGk%00Y7
zAHKt7{YC5QyfHTyLAc=Up_mG!2PIAl1nx*7Y>yepv{VW4VGtpq&_T5R*$^j@lo#S6
z0t|8YMMOVA?5YX~4wn^judUf%Vhj9cW&Sb$=-%YPQ3)n-T*KXLtFyJkV9!x9$(BOk
zmGhfHClYwoZTQdGg#3s%Io;(CE6H8FC;1h4K+Dk$_`-KnQ4$s5aQQarC##CQPg`Eo
zt89I=7rL_I-~r~?#}b*B`zY752{1r5M-LC9LU?iOS@&@r5MF7S8vEhi?C>(g!|vb-
z-}BHxYGgj~<k?zVM*I`4mw^@z+ak8XbIQlxUsPp!x`;taF0%OUE`T$FP9L4-f6$!f
zRFZ8QuJaXXnq^kmml0z#NoU{VwqLMNN=S6K_}#3`llzL56f$NJ;W3k(f!z)t92v3j
z*g-ls4UlSOB<X=R4`4n9=Ly5+F@xz?)qN!Z!NiUlUq%_m7t7ZF?JF<140T4I|4M!r
zh~tYRo@T5l3)Fq;{*B7EZgfKWQnN!kc0D&QJ6jPq1PSiNCFlKst8bOI3K{EYr>(ma
zCGGYYR>_$I`}2YFTD@G0&?x!VhI)ZBftw4-?NHQ*i0dPPN;_Q{q-~dp-XC%msUiJ0
z4hJD2isv+|o>Hwpj|=!VM)T;VNngh3V4+>_Klwo!Oj%|092cMqALR(Z$b|3OS>ldG
z=s6ASZtajW@Cv+3d(OfzRe!lkUaW;o{WX9bbuarLzy276p?UdOh*%v{PKX}|{d32T
zny`Odq;O@Y%+;5Xv3r*z_e#)De-l210}h#u(=mG53prv&qI;Agd&Du|kYTO}(($bi
zKNs-Dlg6Jfi<wcfFeVIP0#fbG^`{1PChUqKQ;EObK|)7|5Q=5+IB;(wUEU(dWX|G>
z64l&VjS`2Tv=-*+%33wp^f9)#oSCzMxmIFL2~#QI?E2uYpe)yQ`3q$r8j~Y_`&RkC
z!Qh`Cm!E<Ex@i#1?9}}svrq)c$9EXfZwZf<EX#q+PNbueakH$6M&Q6wBg&|dUlYm{
zn62QIb5@CeRNv~2y^tGqP(6r8VAmaqEdzT$QdVrfE0V8qw6l^%-p*m;Zd&}g1?E!N
zDKJX`JUOt}+z;Bf^f^uktp2TCVd*ffCh!5d-{&F^mg^@BggF~Z1UFBGK8sw}jBsMb
z>X{DM)A;A}^2h6JwOXeoZ5F&b<V!sj#|)p{YF1a|$m~t29+a)8jideXIYo`$K$?a4
zo>GGg3Sg~^AfH#30@<`$N`Hlo{i=B}i1kpf<7YwSDH!__39tA9663G^%(g?B5!^oZ
zU{#mAz|Vpce14n7PH!)rS8IyLmKm4Z-g4W2Ft>+^IU1b4ZdSNR+-gY7sDG^BGy-0}
zRT8yC{?ZH~vpl*(iVX?8pyFUMXhoRPSAxR&K?SZ?%#k|3PqiCmdkk3R0^w=ig?4_?
zJ8xOUoC+C_wvjKr&mUgX1iMBu)39?SPO0(CX|tb}iumY7xNfmG%ypNOni5Xn22m+n
zCM+zLJadyU;zJ4sTFB-dvNQl&T4<Y@W#Mii{Zj6vW!)$k_c=2CtdXS75n1$WBkP80
z<;Kkv&n~3E3PdWw9JH1ZCaL54V;!2X1zfJc7X92{G&Sg_yU+{g>EkrtE7-%*Rcv8R
z?n-)dFR$vB(4--q$%rj?<MnC=8d_ZKd|QK+PDR+EMUcac7_*CrJ#eeyT6*J?h#r8_
zVR65QS8@}1&GyY-RNiW(0IU4ABu5K?lw|-+9kwSJ1@d;S5k(NUThA!fCa_`qhUi7(
zTWQQ$u3grShCg#PRpmU{B@t#E8s?vBY-`-`#)`0(bbpJ!0a+@l6)xj8WYk_O&6?$l
z^BMlxKK<U@HQdsRBNf%XCReEc=xY9(2M6U(*OsiU^Mx2o=c~{llj)pLg+@e6MYtPa
zxV~g>$df+8O)4J2^EYZAxw&;al*-enMp2a-h-|Yqo-N4A$&o}MS6aDrZ<M0uYJ$NF
zASCGTjwh)_Zmo$7&g<<v<0lZB>fDvs<I#v2`N3igb{LTpKbv{e<X#ZlnQzUXL_t{5
zJ>7Vfm}%T!GizW$vRQY~JX0y50GjAbe9jNoX-#n8OZB=UN5Uy1G%|GSdRbfD!k^sU
z-QVt$5EWR5aGPeFyWu6er$*aG{W|ia1SqN1XMTHKjt!8rCxzJ^P=#64Om0If>{c-@
zRqHN7jh4Usy^o?JLOJ$Cn5Jn`CSXot_lxx7W0$I@imq$O!rDi(90v3iQ+d?2qVDe{
zbOop_DQ)-zUX7ydI~0OY@Zj2`havh%A}4OLX-L1el4F{q3Y#2NG;!r)DdQ^U)2aWo
z7_Z1S%`&FID<_XoAnG_cx*y3^+S-lS>%mN22TPZb7KaiZ`ue*8x?D?LyIVN4Jb7i>
zQKFD9Z7HB3F1uRC4nqSdCWZ!;WJUJ={EEjSVBVFi>|hL*l?Xd;*E+O5N6i_|M6tNo
zK`+W_I#G+__G_Cd3U_J1(EK%n4*1+9^k>;8Zl;E261G{1cw;RwS7-iqRCA7sgm$lQ
zj2b9h%<WsEL}u{$Ph3O5@}9Jn2jcq9uQ#4?UyH?;)5A3Lo)iClL6z&D^H9VREs-y)
zeA@#pvYceXFFq$;Ch#|M_?%1C^iaWow|PeUq0TFcLjpq-nIno4Y>aN~LykJ+1%1=S
z=mn!ujPN1#-xLko{UX&)(9^Z$+g_(VQL$;Ql^gU(|3~EFE>vzSmBKon)K(uZvJ9JN
z?@yyj1EUH)lW?RpwVTz>e&pB9u``rI-g}2)(~J-(NB^y8$)o)2xO=r}dTfzO2MATV
z&$*AW&NLlinwaf<6DK0+?Q0HT-KX8_$|BAUef8?2jlpzZ38HCWuU7kB6U?G=uQjfl
zZq~(1v5*Z<jCU0WVXU(At#Z+6@$WJe<!sG>pL=~iVy@eZE{v*Fic=MxCWebd^kzc2
zVe{G_|8);G#+fY0;zeqr!D##CLn@WxV6_DMcf{b#RiH}k%)TFZwq0(CUkN&O_qCUZ
z#>&Rd!wY&T8n=OXB|$|)OOm->hUx*XwgGz7wP_4cykHHkuj=t^&kMeW-O-8<x)2#L
zvBUZXLBo6Besa~;-)+(ltl?mer1Y91P+)1et-hSUIK96`NZ-zTD{(GQ_DT)BpQg*~
zo?;V%v<qs(YPlvSN(`xv$RQd#zM({tEGXTT&jF00p;21dr4wJLY%swGGvL}`*44~_
zITufHxwLuIMMw}c8w+OV3YU`|rRO6x>QlH5?v_8T$p>Z5=ji#or&Au~pgF#J=L^E6
z)-!qJA5AP)WV8%uD~4=)&D4sNTqxx?8S?21m@~8Ibi4Td`FR^xO4$2*=ok-DbMb%O
zCoth(?D>yZ2|9@RCH)Pb0im=pRo&vF(FVQE4+B4c_ntQcCaHj5?&*UHzKTcDCws@z
znhTQOllO7Q-xnR@LU7EgFe#PG(XGP-+an~yx+F|7V>^)BgGF;+Fy7)u{R$G0CWPX9
zNmvq5C(MRs)c~C4ULhD&8a!88k2z*VjJ2px;%|~>w9!YcW5S+Dn-NdmxedQmd8k!$
zdye(e3~EH3@TYch>E5HGYc~S66utr?$gu*ETgYeIneqyqm5`Z-yTs>4iMRtY3(UxM
z(MbZp9uY6GRUIkVJZNk`dkA?-RgbY_Ls>E`5S}6P79Ns3#(d7?eygQ(V@}Tv+{cwy
zk#11>hPV5hX>QsAW@^|RGiE>hCpr}j<BLPx&@yPw;t|>rsDbrc2o_fu+XeTD{ZFn8
z_=@)Tu*QI-?Rf=_DcV3#-ALePyK(1h-dchu=+-v~<@nB?M9_Vo1kI72d>FxF7;6Om
zkWHnKpdShn4^H>Yg;l=N-vo3}Rp}~&OjP=B8hT-yr*IDHbbwE3-_61qpl`SisLv0Z
zF6J%i?K6lvy6Cnj=cIJM`RvbgIaAKSCJ)?qKHp%V`Hvk2y4wHY>>PqLQQB@>wr$(C
ztuEWPZ5v&-ZQC|Z*|u%Hx4-#6x)B+f^PFWqd+oJviXF<-*h%(6Q5@FFL|zRVT9>1H
z>pPtg;J`7qp;54*u)iL~>)1^nO_bEe_C%&6Zv_xwtVf0C4o=<0pgS99OszF)aGn0V
z2B&#j#}|`z(Q?f`9FhSaRG(KIN&nhibll)t;ZnYb=zQC{X_QG)iueo>!Nm`o&h+u{
zhx@t}$&)Ti<=3{g?W-J3kbPC6!cNFarc`^&>~XtCu{AY`7Ig1j2z~YR5YD47`ipfT
z{`rP~q#Hhi^m@|;MV~}j=C-JzabFAVC+I13xvZ@~$CN|Kv{tbUU&gi|TGjC1N{(h8
zZek+^(sHW-cD?{_qYl^D3KL%;3Bxp63@H=}o6C=jH{ui=ghPhij!tKqU=X|pS*i|d
zb|;Df0RtOEi=ygQMaIXb>QWP|ck&Th1^GW6p0rkraKS!IH#GztRzLNG9GLuh&nH<S
zmPg1iZFzfdGl32IEuv0ijCptMt%=o^O+2{c%^3P)1M;&%>J5kqG9Ls-Q9YvhVX}y^
zi-yYRe?83DVxxZ*s#D1?k?m$jlieHN!IjET3Xm}v>EOU6wb>w+5iq|E^BX8l#Q#g)
zyBM1#7lF*<vUR^HzZHE}hIaT=*T)~BnUt1@LU(lKvu_Ya+`7mAGVd5dAR8J<gJ;ES
zJC8wtQ*h*<aPv=I>hGFA+M^!+CK>}e7oFzCjzxJcZLy4zr}#;)Gf>3Rl^~D3RZx_u
z-9<;?)OPN_WQ&Q3HYp>8SYCHzDktmMRUS8&PkQ#U{Mv|kYq)I9>%LMLfyRE0z&=o^
zPER$xwW~Z?8dkpS$9+d3V`@$eYL%5<1`go+7Ln5dwdPW8<g0vo?&dqA->{jG=Iq$?
zPTJ(%usRRjP?-Sc?+c0c()$W|pG3=t`d5dQzqm%1maE12TpOvg><&|3fPCLDG^+y^
ze0e6w;DX}|Hi&k<o$O6CD)ps0?061JYpAD+PA;b2H@jFK*lXhz0$}fU-Z7A)CUQvr
zH!!|c(L3Fq5NM_QETa@KPp!4+EaQHrBnz!A?HEJ-_N!b-T6PKTd7M)Wgzn(0te$Ba
zcg~4b@cpB$|M?}-4IthRs~|$0bK!!1>YY`lzccs$4ld87YsGQb0|zFhZMAeGM&m#p
z+aF1BX})j?yyYGW3o@<Xl%0JIfvEnVz@P&WA!UJoviPjd%+SF}ZIYsT^o}vPjTRs#
zlSp^}aBY4LGIk0CBlWP>kbWwmi0=Zj(cm~#{)4L`c}rm9Je^^+h~zu<4DnCz_urTo
zKa4Fk7BI^601*@&CtGLHe5;9Pg8ILI9LdM2@}Pu*E)Uork4!9EbkCZnT3T$$uUz_t
z$G|0Xl+T6YAAAc%%Pnrs=G$_C>+@+i{`vgu>r-&@<4iU|&{vUg2K$1D(@X-8JevU7
zd744N4HXS#vd5eolV)m8vRP#swvbbe5QCq+21)(K!B_?Jy`0x!*&al(ZUjd~!sNXd
zt!Ky%g+UxcupOnZg=N&S92=3r2ggp~eg68rw;fH!4kIP^j#VJilvL|@!~q<JGrrQX
zFJY7cNO3>}q`gX6*qzHhY%w|c{(TVj{D@4eh9?i6>UpzwE`K7q5F90`=>#ih-Ok2k
zA$}7k6!%hS1r^)|%Eh0il#)g~E}|Zfn~u^_t5v2A%YI!eNcT@>>#B2adhmYbbhyfN
zAK6^!XV*RdmTe!)MW*XHnfppgU(u$r-PnSeyg|4e@0WcS>t}9LNXh|~>>y6VZE0@C
zO1*1zge&}S%b?(KpQBYKK^TO1pEV&h|A+cESrl(W=|oz5gb1OWK?N+w&%ROHl7pCb
z{rn8bI;{2VY##~shAN1+aveY_B&U5GJI}BCoMe06e{L{A(!N6}oI>%LrYYy)4BHjQ
zMK(!k`EytiG=)4s7v1}>TYRoJ$k&v3^bH<a2vZe9)~P0M_X^Sv-L$=Xcm`W*gAl(1
z1E`azvB3s&Nq|s`!6OC#uo2Criz1;!5s-W*^4+ECV&?a@#v98E^~b@-J7N=D%uh>H
zr9(t@FekTY8pfB`r(kK+%M4aVRJPH5bW2~-{G<va<pBB>%wU7Nv$?821q1eD?2g(_
zf21)B-~U5|4mNo(WV*18Hp4WxYv{pJ#oI%}@cBsSD{oxn?M$x8ndw%N%s7NOh(@cm
zHGZl@Dt9|{g41#_W`dL9p*U_yzc6+ZFmEHHEs(v$IPOqu`wKo^*nQQYcU3pvR0o;9
zA)AP%*^n+6rCqW6w$<CnqNX2wfNbDukX38yVRU^brUYo&{PRR3iaJ0-1mF6ENP2;&
ze1vJMvpT%qZ!`K{r}aWM2T{4mF&pkM^pG9;Q;ulSo8m#5N}&{VR{e|Y-lCCAlE{;b
zxW;$<La)#V>LZ1C_+MvqV<pjvr_@HBn{~08;{Arhz@zgscOfj#X4KqE$+PwdBTJ`T
zes12KY+7sxOb;LZLDDw1lBlM{Oq?Kzwu1^faf(ym&j6FAAuRf>%N0<i+9k@WqfF<8
zcG0wTYYGlcyG5@hdVS1BnG=$r8x=1ud5G9zb=)raF$?R<eCOk3d&I6U<R!f~a$JSw
zDEilmj~S6F6|4RLjkuoS%L^KKeq#5*JI%)MS;3Uf>sYc&W+$KM7k}9c?IN-Q``){`
zE$B8uGI-0XlOx0+=XK31uy_?Xfv5RFttR-;0c1cTa0t%N*qh_QAfl<0?*=RUYn3-v
z=o!xx{ogSo@QYuUQ)S5-h8{`zo?GGg1n8aq<Tw890Xj}+fNdsggheyUb*VcVu>aY^
zQ{sXqC}i6i4+ki?ews_Y>l6hcKIc#0R0+LSSovK%af(b#9vI$awI$I->?7l!&3<CU
zDPZ@yG?u-@V3hkOMgJ~##YT)g+0>Y6F<SZGz4V>;BTYOgAh$D0qVJpbIm%eOsN~-#
zws^$C3*Q2XU~#4RBwNCduW<aTLyJuMzi^)|WhNpNbUq%?KKHl>f7qK@sQJ0rT9%Yo
z0|OnV8|={-p;$7j8I~b0?IdZfqU@PTnA`kXZ*P_6dns=;92kL3Tlm{~o0sVrGPu(z
z<xqaQjEf})9@74RX+K&>sD^&sR4+hdNM7-A`4z~=jlC=#?lW1ndKgxEAqWhmN_6Tx
z;*`vO6F$|g&_FYIy|6Dv$k9m`PGrnSktl((INp+p8!_OJ5sM`Ad!|n}LKwT>&?^VX
z5(wT3=RH_R@FDvrLR5BVFP9A~zMoo<QvD9uol5CkHeXU@4;k*ShU|-08%ng8^!iig
zjsbqpT!{F~qXpFgt|&$RG!z+eTjPr|AU_&Diccv@qoEwq*R-C-4@XU^cA|cz=i`Qh
zwQ*Xjpr_G<7YP5J3R$_baQ)>#bcIvEa1%kBhY!I)>orkW#fV2D6z=nF2%pcngOoId
zluiJF>Yo5aDOx_!A91vKogK3%S4H`SPLk26>BYJIxQAr&=kuQhPWOc5hy_dubZAs?
z?~<H@9B<_~bycYTVuniS35PX*#DgEp%bFswV9bX%U#+=_vt?)>?ddy8e0he`1&ZwA
z+Q#`!>D_r-9odT)HA2J}I6C?V@*4#7Scx_j#?O}L0YF{Yx@YOeEy}C{&hXy|T<GE#
zm~r_#n#Z-@3#E_(e22Xeu$<=0!S*1b6|g^>T&7wDl@wZ>g-@LTr}m3zA=@#*DdR7_
zGgG)Os*eH}l}MnXyeDs99S>i1<$X1Ow!LsNqtTi+M)Jo4<twZlNCA!+!AF<K+;`<2
zgub@Bv?3zFKKKdKR-A9^AqW1aFS7bJ@|M4zqSJeLKUYo$qh_TgH9t7SaK7RBisV7)
z&GVcU4#Q~vwr>c++so}t`&)&@$F}4G#>&OX?8?^InvfewaBH1wOstD3Yi$T{sI2sO
zYQC=+3uXi&MY)}Vi;)C@@T07ituy!3{O%Ba7?8Q$s*<5rXG>Jw+shDFU#Jypas8kT
zI%m2M&+Hvyumh9|3$32fF^`YEG3R1bkpxJ7wvTY)#iZs7bp?ZnGktYpebsZc5cO{-
zDk`(xNigA1S8RLsI9N^E2>7?gUu#r7CQ4ni>lT4=X#u*oH8Tv@pUcuZj(lV7FA5d9
zb-DARFKtno#2h5dzG8<qH@=p%#;7bAZ|pMO&nL=H6u<6!@9LPH-DADiw`tU&v;OSA
zzU(J~PE!bM+hvZyt_^)74>V&^(F#9q;X<V({z~0#7NS>UiSYxBO3qE}#LH3<^;{t$
z?@=y8JpnlKU{@bU2-?15vlb5MkW-?6v({wmX%pyukwV@sgnQ%4u(lww)CNL9jE-H(
zC+k!W^Et^a_HK(?jjqHbmSxHob>FZhblP_do&)jDEQ<H4-pFUj;h$kdm&kZtuCKI^
z-lANr1<7uX`ryfMa<+;LWoIIDtpdyOL7{wE9_|0rSlo^*@rHTlmPl+t|ER*P7=>V8
zTErblldpKP&C7Iyxk+FP#$@dI7d;<7Dl-zuPTsQE%tB5TEJCvi_#xgy;S&n^5!i=u
z2Q6*0p#SlswPc<IdcWaClc0JLm*D=MD+=%d|L*`F+GJ@YK5_9JFC>}m*F8EH(Z5Mk
zK>24=z^c<}%fs^(XXUrJ<3H{~R(vP(%aWAVkMr6Ui!NYZQ`J22D}R&f6^J(kY@<Cm
zmoa(EgeSf94Hw5sSZF}mWBs&k(c^V)*!7^SU2itT-x0Xd%i)#*MQkNNEPq|OfdM3A
zzvNq_&I@<|wANiyKg3fanw3;b0}fi72%pf3l(h$xDxF{DX4hHy2XvRm0W2iNwMu{O
zjfpDZ#hGVCM*$9;_M9Ms)m&%Q=BL+687VH9;HG;>UXK+&isGcpMBze#%b^X*oFHAq
z%m{TSbz?v-|DS_&xX880K&^gg<myP2WZn=|t%t?bsLuNDe45$DP80~u_J17(ZFV<N
zaZ&%y|84H>w({3<u}`bL?U$<`z(2LsYfB2XDl)<W2=(EqnQ&mP7FDuz1-!{cHf<Dn
zNURtf<Pm>oI@hW=f5*ln$FiV;LB#hB+YZI8`|z*91Y-r~tjQ55xQg4Z%A_@4OGuaT
z%II8thpZ1}Pmn~mp;wKG^1#~ZwO};i+Q9;hEpej|Bjxd`?$h?YN#NqkUQ5m_z;h(m
zjDM|v#V*t~`DrbQ`$%O=c1u$m$ZwDl7u>@Xc43$;GarIWOq|5T$e$<@P=7NZr$~C{
z;Ars2&r|*@2Fkyg=fuN6XXq6V7M7dsP$u=cc-Fm*Gp^T?MDJcRAzBpBfAfbd<u^DM
z7VTPOK%B^-8J^RT?>+Lg(}so4ZY*xBGM;N2edFC<`=&w?wqFm`-i6BFh=hXQaP7Xa
zd{X4+tQov*vcEx(w;-<5IX8grZg~>;8?sGi;5T%GMcWiQT+C;W{Y&>zM_s6uzAK5z
zB?6eZlPeZGg&&l-f(xYt^ap3aNy9eAA=YAdWKCIxo|taI$W{Gx^RSiNw^E3-(7`?|
z?V_70+I-E0a+~_(@OYzPL|R`qWA)#FuHN31T<Ozm=c~NZ8b}XIvaC=r4R=Z2P^$2Q
zE4aL_*duf~ic>gyo0n^02Ad6j6CtBKCAS`mx6R7ul;v3@x>4r|DTDp`yA868#5t3N
zgSIt)Q2&jOz;Sug{N-)0g~UNKe9h?xERO2Lae7UEWh(+vhIF)$=ss&xI6jX41Z@Se
zoz@p})>KW$C60W+QwxMB)0Hm3`Qrs_`B#^BzEOi28Wu%4l*Gesw?Vuys*B&;d}ri(
zROG=@CL}O05?{j+VEJE|(aq`v%gVj)#7j1kPKN_hy|xe}oScnqGUt+f@GUO+GZfK2
z)(y$M1ZBL(e}&ht_lLHXb?^+Jc@ICEb<je1(TLTh%i0Teo-l{r!AB_W6cU*J8X<tS
zy_{!cB4fAKMfCpSP_!L#pgny#9=@juI&HOch0;-Qt&)@AEwRhL8{gA!ffG9GJR7Q_
zx`KA)oqr#UklnmjjmF5^<n!Jssv#u~k}lMgvbTyX7mDOzVj(Vf0P6_6ULZ4d1&jX{
z$5<zJ-tS6Pa}PFyKezXAcT2xKf*Q>}zaek|q5bv+js0}7J|E-9Rh#c8fqAqznVF+*
zpl2Y`Q|JYIRQiYceV9kkmyqxMB3b=280;>3yD$$W!4>RRc=8&aXoHf%MgMgaI&(r(
z6BK_xdU#ee)h5;9O9~7O_1?3NV)F>Eic!ITTA}|!r|2AD{5uYTO~MRI8~n7oc<}6W
z@6OKmEk;~EDi=7q&<yeOX2sZ53@`VeTkXNAE|PR`nE&$Nl&|qc^jBrj<2<v9-x9)Q
zKsw8n#{{fQch%%MV<8`7v6&s$sbe6V|7SFBFSxIv7L3ec{SSM3+lvEBjwk@7qE&qj
zTB)d8OtU3op)@A@;QYw}(8_y%zZnUt_!y|wn)v36*rd4&)Z9;Axl5q-4FymLi*&Q$
z^Bs?5-919`Vx3r@gyz<|$u23y^M9x)@l#TnUaYCnaI4%<6Gk3;HO#KTO27@i84)Hg
zuM_*JX$p;EX8tdr!Nsz9z*&g(6hZ||%4}x!WLI(4!jF=jQUG}Htu`|pzaGAmc?0s|
zO8Ac0eh4oB(wO7Cb)>vVoIY{f+UC{9KVEL$f%nc<^r@?XT`!-GXN|pGRxDNryP#Tl
z#(dSE=V!6cttr~{m_@5<!Q;L{t;ibcMeH*B1x%>-YDN+q16n*aF?yEK)|kDyGm>DJ
zC6^7a^shWtgl@E~7kYti*yg5<*<Cdvv*jWTVYM3q<LONix`IgYS`+)Iocs9k=fElQ
ziZNG&P>;;}+1d?Q6GVQL6b23<$q1wn{T6B%r9O4|rQv{OU$h$yF1t#Pb%&5HZjK0(
zLzFtzSf3*1xP1u5f01Dx;jOnqP1_}EYa1d!WxY8s7ut|y1!nYVjNQWIU-=6?$4|LU
zB(Q0h?lM=8!$8VE2CW^5bW-eeWhGw5>ga52^0VR2exum;OZlr3<W4Akygi}Nz(X_l
zVZM3CJh%bh6}lSGea<qb;N2Zj=mccJT_MCQ7*O4tl6nwDJUjCE{1Q<np%en{&*oM~
z_F=rSd(nL+f$6B2hH>C#SPu<$mF|KjM&BZpH^oy@e<ZG_z$u&(X65Flgd^wBg57~$
zVSA~ozXgc{b5KVF_UXz#h=a0hCse5|F6~cz3aFu31nFCHvr%pqmKjOJX~LxhFxl-9
z?4IbhzoIm&#)2yuc88hHXW^O3J<Z<GCw5O2N$Nr38nird5l7VT@X%ZBzAf+kR@Us_
zo)-D?TSORVCSfvDTBCtN540OIw>=PeS!eaPPIZb2{ZGyz$*vGRomHcDM-`#M?NNSJ
z6B6S$TE(o!e`S#>_Gd2VTb=~Bs)XSb2V?!npTalR`sW>fmvaj0(M*1aM+H_#8J&z|
z_W0qM>)Jmw{<}arFPcX>TH8KmxYUIG+Yc#EYsp*ipGyR*;G`^KT!ZnR9(1aXF<F=d
zcG79HXLQF?r7`^JY-~bEJXjECTTw)$XE(uw+Hk;M?5}h|-71!R>;0RT<qIv*Cv+U+
zuz5haMCP_DV>!Ni@y|_I2}CmdO$#e|*sJ0SEa~Fv76@Cp{$^pHPePiK)NE9noF@YC
zTG!~nh-V1XIJT)*E5xj+w}~WdNehivK_(hup-B>98HakUmp%9V4foKABf<MNi(S{t
zGaKj@PK#+1V`agnM`uXP^ynZ|q5gv3O(fa~j2JE7piyv)taKd1NVGf&|8MY)R69qb
zJSt4_K6E{C+C_9%y?p@tcb7%1WCsD<pS4B{_nCKI9?GtL^oqHyn9|W!2gi5jgpRvw
z3VwCNrjF^cqJ2~n0H#^<PG)(2vV;V>HEQB$*;6E?tMr5t>WKy@^qSAL>ASW$?tii)
z;mh5Dr1ib_E+yI9+{nItFB>w~_1FLA=|idgHN_uDZve;{??tO8{pwUbPU(WMM~{1H
z`-AL#JIO*lW^$V~g`D7+!HKBj4TgB{bt;2z6SDa1WR3wLfrowj1*WWGN`0(D7^th%
zs1@zTmhikGQ?v`Mu>GBc-9{2NJLe2V>yI2Tr|dI>;H1`qU44p&<M1b|R|-;yNL7mn
zt#?S)fV^ZNxVJ@97;xZn!+W*;7E=`^TVnGmdl7U>B)wfSuRb+-rIDz|3wF8Xf!hps
zQs93uwEnVkKbF<(gAt8d=EZWWf<kf77vooR!l$w4y-m*4w%?P?L`(!Oy#!L`NX3A?
z#`ZyMH~|=}H{s#0I37@QL_{MWxw8;3`^9%sq@{Op&Wg(go*4>`d(HvnAZ;vHA_>(g
zEo$4e)3vEb(%dT)<;Y~-d$;~`@gteF#LD3%ZL;B9yp7tdXS9!hZPWHdAiV9f`Vs*1
zPHiqFf6(7;vQ6NUtr@DZxOeJR+cyvz&Sk?FG?-p77pc1ygc5VVQQC9`!$|+pJbY33
zG2|vOtWPu?D=URA)YI+{u5ynObNhoG@5AxZKhe?KnXL3^Oyf0asnRmTI1R1JXqUWb
zwJ3SJA5%3m!VQ*~o%|Ua&yt{s*6fhO`$s%d1V+t9u=}+)V$V0vb251hb4Fbn+%cXc
z%aovMZe{Nd)d$7MUWQm}8){H(q@go%hhDEbUQDn%QuYDUuuxD_L+0?b3i2XtJ__i}
zX@4ci`-sd$x(jh+$Rr5xm`x{U`aB1sJpFhu@5%PkBB{yWDNt!_u;SGC*y?d-xae>+
zb*I5P|0oy~Va0iVo?O9h0a4)7pdjIZp}g7*qvCQC|8;pKJ&5qMPWyMb;g)UN<5&x;
zSu|Am*AB@`)x2IUcpC!?|Cv;T6QD7Q|1dJ)DemUYQstt#ZV!nHzfcPKGm&b*#cZ$0
zUM)7Tx6PDrM?}*OZ1oJCIWr+s1*t8Ps`1MbyiGCuS;ZrO5J(OPFp8w={IMW8aJqcS
z-!IVavqiL7K9d7OVbNFr^F=<m@D@84R?NCLJX=$f{8#aUT;zv>ts#QRn!-VeC7ov9
zoq(^!4y~a=!`@cH10+q(x~%ER#-rW-9WqMnIif7sOseH#`!%;F!G;v!%-p3Q{V${s
z?0%S9kLh|kl^T}4gE`XOM5<!6!y%oCi=ZIYhkgWmj3~bMG>uF&d}w&?8#+~v&QW>T
zA^|j2k|2jCstAviJC#{GBHP4=u2D)m9JseuT_^8N58C-SdLzLb57I2Qy~V(hvQ&yR
zGFW7aqMytm^X<q<OvJ|ujCwy+&!7N1t3>?M{ndBs3jY@yR9{rZyr@s@LT;z|X#be<
zw)7wKn5=;QVNC7eh`jzqEtmy`!&WP-KN(3+J&VIy^)^uP`!p-5wC_d(Ysq(+Hk0zw
zbu^hf;6z(TNXWi*<?dl<n<)()IMZ-Qd7-p`f=bm69pw`dgX19^a3%IyR6al6I;7AV
zvn&D<?)lw7=!?`1gBG+ojI|NQ*e&3Th7D@j_M(1og88i=+y%#qjlN$$t8;DeRV|84
z&W@m&Wkluy>WtJ2KcJHr866t`zLbc_Q~j?+iG;lJsVBT<#(uVxGoSJ=yCo*^`B`En
zwcSnv!>}a`qZc8+$F`}ly2jpBFQOesnqXL|UA6D23CAjr^|Itij9YGI=A71oV4x(Z
zuUWTU0cXQ>5e6MQVT{zrhP!^30O}M^jHp`~kIlq<qOC;3CuT$Ud2%xDonoQHm^eB`
z9*g%jtXl}1Ms;X|l}lPr>+}U)1<Q4kw);O$duB|RlX2x%BbXVH*zVSj-8C+F|NbSv
zVVR3&W#;CETzjD=I{&Hma1aG|=q3OImULLg<<2Vc3J^8rd8!%nu92=SUoos=c(7`J
zz)B?19AR*nTWa5I+9FE9m)EW7^n$4khGtk(1XC}23j=$iL}_R-ZB?L<R9ZgLeuGjZ
zIVYzHc{Gv-p^(}}8J;K2oWw^;z9lJH+lFg_ydG>;A_WUU{e0e_g-^I|(Y)#SNdJD<
z-&cl5VL0B(JP{8tM3es)IPP7pNM(7^3|A8^8*9Kw=`y0#^K4ys>p6gIYICPf8@N#+
zudQcV*J$=O2d~dC5rda7du|9cvXG;A0R9$(R^7enh8xY04g$^cn(0JpqiHL!!b+cW
zJxhB!O(%|w22O|>gB>y*6Kq%0VU4d+@^auXR(H^q9ktC;DnUa$A2aAcNPeFj!T&KI
zi~M5TAPHL8LcovSqIeBBv+k=?=MF$_B8k^}8yrLG82(CteuHH7Hp9g(`<NM0oC#G>
ztk`S|ZAu}0Y2uk=v8J!Y>rM7Fginj*@(U29g5kDf{Mp-~;#n8sJvW<HcViloN$hB6
zy$e{4gN3P$j>s%R558RxtMw2BFy&!6-p|+QTlNQ>Fr^3GEugsb#Xqp90hMNxqm;Wk
zvpxRi&^Tr~iQN3ycPJx&c6bbZ1Bq5_R|Q>3bN;c!`d5d#c7eLT>iy(q2Xc3HvWB&M
zdax;<+NtS>xj+VDgWECdrho$K+ax|1p$5Z1(^;Y7%T|5VkYNFXTHq$!X)j?yVUUH`
zo_|GcxKH#B!Ol4AK|-h?1&|z8x#&C&Y;&(^bu|4+DNSX%ggAe1%bUkoK0KF{YhuZM
z?*TF=x{vxd?V5@(K9Z!r33}0lhQPVv>3n2tXnMHxok4|eQvHxVUFCGmVrlIM)%Snd
zvO960`^9N(#469sKx@NGGbCx!YSbEZy{>96ogkP2++LdPi&E!PqLFZ*FgFo`So&J^
zkMuK<3hY74=MohN4kXem%Rn5hdhexKDt_#wHIgz1Y@LV!(*1Mn&McB4a;l6B-^?{+
zAK2$t)o?VmDN5NSD^W+Y-|cU-HOWXL8-~YjwY4iusVw?O`gr%<CWOn4H&VV}Q+t{f
zTosYWGEB!xRHH)Kq^}uld*9~KqtVh)1-yLEm{N=43s0uBrLsTJMzn5AJ&*i!MrI_d
zf10XK<ZSqBY`!-xK(|uNRgpmSuSnLeo`$dMy&vRl$GC`J=$WLtvi(u}6h9)~!#MvX
zc+rcR!d?=b0<Y?JL_=5nsq*oVA0;g=d)d^M_bkZLcld2<C#0-keE$WXE<Ix<WadYF
z*!`BFTW<U_V1og96@Rj!P;)+a1xn@2MzyD~+OghMA-QYm$KCh~t}dju#t+nJgnGBP
z=Qdu1gQu*!B;Uh5CoH0uQ%rMy>q3*`{m^LWPai*Z>y3CSkvnd90(_2h1R9(#kfj|Q
z-gz!oGE^sxG%Nyu*{6@GXa^78zkmD#!(Y=_66cV_ipr`A-gtAi>7p2b#9}15yDv}k
z36h&$<SPD=QVVf0G)1*snbgYZ_YD0sK+``z=yCV<jx3#Xy}-T*^$?s^h$xS*<r*on
zfUEsy9(wj>oNYy5g9Ty&g&Bnhyhlt$3%_qH2^m^Va+8CX69uC=b^%PscmtlpJv<SK
zR3gb_ni3^G?mvW88##UX4M<Jxx}@6JX8;VO;)=GLjiz^rx%LI#?7mwGVM!I>#KmJy
zi17);71R!f>_5cEIR*G3Jl;u*sk_8fP+Qu|sOGyE`%pf3R&BSM9Ahi<@YA;!Z1>Lz
z{KP;%ye}W1pfLe<&lH|~&Ckze$`q<#Vfxg*K<`WqL)8wpIqAs`p$=kS-j71ISvKat
z2pQjl0W5a?CoC7_uogA9Fg%^PY25;bORqxj{Pt}cPR|_md?mXqS~CHOo^gR}c~saP
zG4X!pkMv@4AKR4L_TwtwyNCA+jeb1I)gs7KF$&|&%i`(&b|xX{et{*Ri7qz@*X5PU
zd;h8RmX@r(&><G&yx4unZe^~D0b&tTP)aUiT$V?i>sdTLL;?fNQ9HteBYH?b<e{z=
z=1r^WX}xy{SoOO#;m7nF&UPo=Q12;#rcn^yn&#qcFT%k*g(ewg^CoPu@yhsoK=QpV
z;)u6wq;}Q2L^lUU6r2drHY~P);N-(Li?)2Hc%q(@s6s=Mzmo!^J)J3yB)zGBRV~>E
z1SsO7wo=dfDMy~sIW#Q|x|S^dAWr9BV@OvR?7UF!jj8F%JX|KKu5J9SI&Uw5T;A$o
zb$n(x8t)=Q72yCeN<L`5JCEG)xd*?K|58lJ3&U`8ilJ{enyoS5)*<Ra*yU<GD*sq|
zu_KUk&oWi*Z)(it?1-k^oxh%66rGL>Wd?|Qfk90WSmyh)5+qryO2{R`%l1je?XDFT
ze;<G%#}}aCgER+9PZLJ~^vFFVRk5v;8NGTi7t65e!Kdxs@oW53!B^9j9H+&KhkS|I
z^)8u4$ji@y#|}m5D@%7MIH8A#E5|We?Sf;3Z42u~h8)iiNRZ3a4J$e_%0wS!Bk-bX
z<2}1a!5PC!>je~V-h8~C+oEc~gN4Xo^w@T-6!KnFpP#)}yUvAixDAD!m!8-feSf#$
z0_yqlld{(p0YxU4+gM;(-h8|;6Buroq3jxwX#@><iS<@n({(AIPSkEB_D{)bP-sU)
zf&5!|sQ-x1sFMpaCagNDV^TQNuavc;T9E3$j-ji8P#tbMA$y#dZ2Cp+vJqq36~=lV
z{*1EjUq+gJ*}L4RcKZsy;}tA>)Mg&NqS`JTCWJerxBXf3_Y_#jvQ1TAi92NpBdBJ2
z3<c;tOrjf=)t-DR(r8tlE1Seh1ZBhbv7x9vAGMsBc*rvjCSfUbKQ$JRly*;fULANI
zT7r`5HGbE=4=l_(z{=vA@v#a!xwK!xjV#iL{8XT2I{TsOc_K{bFKNG;6aO4P|CQE%
zJ;X~iYL5%4yxDm&&?ZFW(E7V}H6<)L&b+A&<$5=R{qej|xR-#T!1;=B*zg0{Wv{Q7
z%&Xe?OiI<;b)d_Jcv}Z84+KXQq{kbAF7ColVttjfMyPGSn*cT*gV~7#3gB>xy=D#$
z6ZKQZ03W2e)?!xTxtu#{t1X`R{j)W&M(x~-qbb&G>}l=8GLFvx^~#RS`KBJM|4zZP
zU#J}rMND*q$vDG&7o@boCyW~((-c2HMW9ebd8NiFN%+f8@IGaA$<>R2A1p71%Ss>}
z$*yL9xmwG*smuo4c(`lTH$2pg9Gv0o%64osTy0COo9-yn{S`c&)gE%ULU_2JTZ&jE
zgqj#-?=Zp<2NcNL1yb?FUgZMoRAM*vE+xAzlg`U?w3S8872whg#7S&v=pMg!^k-f2
zU8Q+&yoL16%KrQF7e1`bAaC<9eY>=lhiZqGNM*@@N&=a*dsl&3ITNR?Zx||*Z?9CI
zn&9wAwkHNVb4R)KS9n{oM+M3OZVWbw{ch4<-{58w51Ks{D({Z^=5@f%2{)n9?yX`=
zn|zK*kNOxbpd~Qb6!b%g?=3~{cl6clZ=_m?hSCbBWHDdjH#eKBze^)dmJ3`Nm@pu0
z+7d)(d^^FoCkjQA3gEVMzOkl=xMPKlv{(|1g=N#P%EJH>hoFAcECFD`Ti3KMahGwx
z`&*bpsga53QJ~XuCUz0M@r<59c)cq?tuTE6w1j`ZO8|Q`1#@IWH}R=A#B%(n^1rT6
z^}zb2>yf(J(Z6CC{ue}T_xxRV#e|<zKd38*ar#BA7mRVG$d+e^QdP}hX>+){3lEIA
zE4zBsgCReLnOC4oLd^o(^IqV+Uf9L=%oqI&Vbx)Scc%L1!>@>a28+25FX7<UKH;CV
z8+0XIkb=r%5oo$Tzm`silKedJkPryP(7OjWub?feTpx@@`d|JJm8HzJWN`7gLivjU
zMfB;+S_^lgx4--QxXVC1yl2sP^5OV`;*`}jls#N|IO`*nR_?b3)89OvXLfYDv+ozW
zi5gzdK7n%0z=l<`f6_;iG6pH)U9B+w^M`x8%CkI*&KqU(5FL;2-v#2Z%3&SnL66yv
zLn{`TOdom1SBf7X(w{Lfc@-Z)z9zBF*?psf!e<7afhcu5Z08^N?;oxLF}vLsS*)N0
zy75>Ldxf9=dVii&TN^_>`A|Fi<|~gMCq-P=j2Twki9D3}OCXjNeu^t`wf)F~9?5ow
zR%|d&2RUBoN({6zvdgqJ)At!e|K@xq)CJOYPMRcaY5RcKU4tne-VC(d!A(x61%eIh
zhliGqo&f2iwKK~bVE%{QHcBxgjK{ygjGu2*QcWwG6W2)vE`<3;?*|OFFQNQW`g={V
zo<?q9ONSB4;k=HHq4B}x!(M+VGf7aJm7S*NOhdi%<X-&NOpMb_eJwqziT6~oTg%{1
zCoWf34%Hp;C~ECo{WG}w5~lE`t&IM&zLtkb6WNOPUr>)|E1%DuFT0}BN`Y?8kI2DT
z*OxBtm`wk5qB_|)eDK|imV&C#JH=o?E_z6axUN0B;#EqzH;0cP{nG;vRI2>Z4p);k
zUT^RHfg|X>OCdY<&&*#dp9gaXV<WL?++uk7lOT4bR*3BrMi=yYS=<B5FG>dx-ibK*
zKRcvQFCjF_EBx|$C}(d}XULR%gEUob88p7_5GJmZNQH5TPBH{PaSb}?)*>s3J7S>z
zpVB$I=>Zt^0;Tf!M&dqKdXae?Vcec?V&j8T+P!eZ&6JJulsS`cA4&md>hN;oy%>+*
zb3YXBoA>r4=DCFrV(7pJetDPrh*!!`AL@+=PT3cC;tc&fteieo{7S{5IZq*E9Q?<Y
z3go`9a#rRlPg+n9MU__Xs5ZKiSODn2A^ArQ+J(Tu5g(YzD_hBT&R%?Q+K{~?hk(+8
zgaAK;ihLp{N>~@2*D7a3b{xx~-nR{Ozsx1xt-mr!>Ma(&2oC9D^#?}ZSzZ}%b~g@a
z1Hkf}WXK%sV{~bSz`Gq{^bB4Gdo`Z{Yox543W`od>NctAnHHKVOR+->Rb%=UYqqDj
z)2@hk2(1AMVO-JzS(z;yStzs{=i6ocWo1DiGs-nP@OZV*=|7+J0C{dsYtd4R;mweq
zphex8D;*pbT!7quO>LT1`WjY3P%!U`G%_4*wLCY&H<1mx`DM!@DK4Dgyie38n%3I0
z)t32i1*VDAjz#5qa-4#jgd9ejQSxo4mn}*LP$(Lk;+0^E?;3mvPCo;239%p$NkZWH
zGNn$Ea`mYC^-{kq!o*^WZ4@EWAGJ}5EC00j%>Zg=y#|QA42M=+u~2OO{v-3-r)=zP
zEy6|Ne6%-IHAFpoqKe;-7zw6<6l+JRccsmrQ+-;^+n<yG7^!d_<;d72OQ|I`raG8r
z$J|3$03@Di1!l6F*VdF_?Jge7VPe^|g8>!XO<`4^X6*_axALTPv~<}M34w;g9);4C
z=|H6UpVf1#neh+(e5|{cT<0yX-)GPL!LjJI(EKXKk*F?`@cHH^`FXVo#k4vm8mV02
z0lK|{Ey6jCQSlkLWNBO?v9m>cMAZk4)U3xExNEDr4H4^9u8>vdd&YGFU(Kjv_Fp&+
zlh-it+Dk!@U1*t+Y}|1*({zM+qT%0IX|#)}X9eEEjbI3lLqZCuTT3OZtE<8V95`Bd
zI|=IvoX-6)-+qlpeV<u<UhjpG2)0U8bGCSlpNWb$A_08X+jxDfI*TWw9HqLmn3pKI
zM6Eq)rxfICsp>f^0~*LQ=fy~4U*AXuq?27%hS>mHgytexZ&`Or<S3^`Rg}`@rXB<c
za_xUL$q*%<e{xX{GcN_z?0pFYYVkTs(jrRlh~*F+n2{i{9Fu<X%*6N?1{gK^OcSZ-
zb3``EY3txDy~LCB^Wc)Gh1xsp*2#+`w`5Bm(}oRy?z3Rw(AyY`%}tuzyzA;Y4<!4y
z|2qkPqd{JIT(6q>8(euAz>=8|-e?{PQN6N<0nXZL?D~d9v#et9hd~GyY!TzNbp=Uu
z&_q#H%nq>%f^uayzVOIRCum51^gR(EdsKr?N!V5?SbvK2fSA^A>nqsHU)SZcrxf`o
zGkO2scX-h_O$Wq)CGCN+i9#*2c?R9uWU+FRrp;Ts0byF>*YHPGP>H-ZFAqxx)eGWM
zGl&;FuX18pbM#|?YdB)L2Xx5G_TyE5uwgA}FnDX4GyAzqR7r5HSvSrizkB&_Qhotf
z^&B(LP2)FQu^htY0o9Pj&SXK?GRi1*qH8X}vg)`j!&2+Iq>DjfhL%!4RQkTXG=ZrT
zSt`2Dmcdylbs>V2*aWyDh|si0gQl`c9I#q)XB)ImpBm|9<*3})Xkq_x!5kg1b3m4p
zt~1LaFk0(BH?!@3UCYj4Qc1UmKE^st_2C#NnETYX7)5nQo^%UGrfUc1_hFOYKaMx=
z<=x`a+TZm9;r}>|0hq&-m(V`k)ND<era~rT%lGSG62^K+pJg{cR|nBt<kV(&d1_;I
zO?#idf<orY_j-!p!Tdi>tg*wcAq4M$U8a|GQ6R90@N7-qnBoea(KIyiwCjUWer-T^
z+8G*Nc^CiRD?R(l!`vjy0|JMA_GiWO55Z7LG^taqHhi8GEg#HDC`)MXC2oZ$pfjq|
zlH;n;SJ@7HrFlNf?1*l7Z$;_I;uejn1<<Y%vG?n0n<ecHs<8G~;a|b@cM`cIs&?-|
z@$9;aFSq8YK3ZRKo0-oQPRJ5{Tt#bM3UQ%EV<CxLmS01nGCOmwY0a=3_dp#lq!UXO
zVS#ER6gAc6|E`HIKvg9OHE4Ea3wN@DT*76XJ0X%ho)Uy7T)5i-QWu{JI+Zfqb*5fg
zs?3-)G2)HTaJazRCH%3QIN7TZ90elpBq1nT)(rr3lq)q`?Z=;vs_)ym!eAbGC+iRf
zRP)X?<x0LE7t{Me%=59jkP=ISoR_&EvSUm~Df*cLt8{Vfd=?}$rD-am7eh5~FGq=-
z#$Gs$&QTW3-MxT;zsgomRG@^!))=#?*jC^bsnJk^-w3)n{$)FaRfm5TzkTrO7zyO2
z{~9l$DB(edLS?AE0_o#s>k1>34-LloR7q|<TYtV{qc{I&KHJ=(`5WFzo~$iyrIJE!
zU8lVi4sAX~28_OtSaLlyMO8v=MbfTn`d{q9cLJ=0mX*UngJ;2-%eL*Sy#9-32&DL{
zS`Y^=ZyTo`d?9I*BUzcdFX{k!q&eXOD8z|f?>u+9d5tp)_nhS*ku6wx#z%<$%HHDX
zl$Z?kglrbQrJ6tqjB>S{1&WL1V%&Ed8FI*&u$xC$sI+RbjEw5vV$`You#aZ4ExCu_
z{5H4NQ|3}dGMlzW$CUJYbl6$8?MF+G5PW>%Ha+y8w$+rra<9TU9;bQGWHKRP!_qq5
zg0zcWHeMTYKh9u}brJvn>K<B{>a-STV#`;?T_}G(LWCFRk$0gMso~39dMbYy-Eyp?
zjZA9&s3Y-qsX8s5yfm-SbpElo7`JY5K%rqM!CouI0A?SGH)_vOTEm?n=8#5-kxu>P
zsGqF=rikthpQ{KaZ?Kx=NxLNgoi5jvZo@MiWp2b(K4LbmLuIiInj2$rK4Og0U-kp@
zKs$k7<1_S08H)AxJ&d?la+2xdC^$YYG_E7u_N{CG-S&7k2&5XIqbm61cG80^^|Oi*
z|A~I07AU_?(79D5y3s1&v_GO}fYPf<`oZ_2snz-pKVvXpmdBgghG@j)u80X*nrg%J
znmzFW8vYJE&JeMNW3;F%WP2YqJ*s05O4_KsWjA5c1UsyUnNFEM-PI7t&-o7_>~?Zb
z>qESCF9LB<0m*J>l!Y)4d~F4%e_iYKtd3i=1pQz@RL&hy-kPljRP$tmC*hS(ko#k2
zwlS}LvB0$oldB@eZHa}wc^oI@J|kg7Vy8S(E&W_M=*U_FyZCh#k20VFK+fD}Q|I*X
z@NQ9nMbFvJO^fgVdT>i}vp)n+2zR?nb^rJ7l=;H>-)G>sIXNi2m|1d@`{4>J2q~I#
zspSkzgbTDjOVlXF8O;L`1Ck>WPQtX%=IjT8yb`wEk>|mPfc2gU>%sW@I0j?Syb_Ug
ze>(rm1hwgQuauPr_E~WUzHnk<HyeO7l_;|6QCH4|7qBvBvT2n{$h-Qlbr@A-cmM1a
zlrT4lGw7M-2pgCU2)@^7l(%S_!-WcTxZZ^JE(K;xNkK))|L|C&yQY?CZFDjJ<{}tT
z!AlFkJ9Lpf9~-5_w+S`N@-aZZGijR?-*bf5y#rqQ<Iwuak7ni)zlSTZZaXj;@M<cz
z9^vnbsJER1mdqP`DZvUFDu!4F$;IJ~r4|jlsQ>2TkhtC(YwMg6knaj5Ep%eCnjyzw
z6Uqsp@-py&dx40Q_fo>$ss{Pzf?E;3%F=vE^jHoxj)f^07N5$31!sF*xJEz-Q@<0@
zhjC6E(sHs@GkEbK08)uoY$3ZAdHXL8_`da2qBI-G9=PBZ&>F=CR$nIjZ$=oF!vh$u
zCXnRoyL;yRNJc=*u=I{MnhZ>9B@IJ%j$-(~E8cL<R{;v;LnG($!_%a|vBvrlgkxk2
zjy2pgxWi9kF)<mPLY=#9+=Q%C5I)2?wH1}<?o_;fYAg`flQBQ_Z8Km#Gc%TpTGk9=
zw<pxfx9jDOjNd54m;2Y=)INI2VEOpI_ehP&W_YF4nTp}+!{heMyL#d?)5z1t+2SjG
z&=j<V?8=mjY|#j#K{Cs5b&a^AgA2>oZe|;6o)>T8)Im|rX3Wa6F>q3}ek=U(y7rRA
z!a6BUd5d=TaJ}E&6xu}5H&8QuqBvE3V4g#*S7CBs(564pOiGlcHgwb;x$XtNt~20!
zpQp-#KX$~^S(=s4`@Qg}#C2i)Sd>q1Z_82o<DC8%(P>3Jfkw9b9NqJnfH}8LVY8ue
zD`~&w8C-^a{~Mn_E>_ruzfB)e?G;b1%PfNYv|kKh{p)p)>(b%stRenL>HU<l{I4CQ
zp2(!x_dX#44e1Y@)Q?#w^wG!6C&8{ob<k?Y-<3|rz;d4CWNfQZEskzMJvuq1S7#gW
zva6p#v{r+OiYJD!ZU*TMa+K9}P0H6WbtTxOX>ZNlJ5Tp5BZlDOR+C-;ur50v&i`SK
zV)_3vM=`T=v2*-i<|t+kHa2!50Rb2nS7$RLI~dO#yEc;qb3GJ#-L~1f@~Y{7=BO33
z|M{c-x4Lbwd@N4qwmXmwaw73FX*I_5JKcY|$U=+SIOL~p-N)eA;98z@fXJ1^u^}Y9
zy@B}YQQ@GY5<(jLk~?eT8v2r%DTQX&p$bfGAq@?|zD11!iGiUuHamGUva`5>C*Y}n
z;XzbupW|j~XYqlm+SJ<^PQ%TC>@hJh{V^piv>`3@Hv_U#V&j12&BuUHU1&`L6LNaO
zLu;@Cb>-B-iOg+Ht_vK%6FfK?SUAC?vT<>?xNuZ}<ZSVQ)B(~!;cXler+~#{sV@g$
z4u&xVc>olvQ$s7nL?jh#<kTb$s95NEN*K^5hXjz-L%^n84jwna2p5+}6JWz*9k>J_
zq5T1fLjYoaHQXG(6vSYM2Y{GZI9)-ou(GqZ2IhaJIiYb;b%3q{3`s4z0cpR;$M5k1
zKp%nx%0RKPe}0X4b+jfgb#Or^!fb1Aa&lwwfmqrk#t=Aw#C2@^vH?xcwX?O`fB-K*
z1o1%$ARZBfqYS_$2_T%<R$AVkU6<P3z96jr^IZGec)r(>^$@TtKDIuwz40mdGX{8n
z_%8-$V^gyekWUN1KH9@vjEau3qM}j$aRC0+!)Rn~VP|P)2B+fwIV$Z7SpWnEq@TRZ
z0-E^&=udlgAWYwTx)OVngWK>0;tF5&F9m?Lw>_yZKoc0a-434>*18rDn_TQO5X5N!
z0)n~39YC_KusI~8F>a|J9$=9MI0fjFnV4{zh-SQ?>xkA7#Vn^KI1?rgb;3ASbz<|Q
zSD{1fuUzEe(wjaJvy$!<)8_b?<?v~6eQO1P=JihNMSYo*{AikVBu`dS4KdxI=d2y>
zp_d7;Z{5LsIJ_9~tQl6VuZA}navpfdU*KK=Kc=Y6WOAReC%u;PO&G%|dH-`p?Mv}G
z*~G+i7^7{PQekK9IgUZ9u1L9<4}z~j_||`25fyp``8aZtt#_G&pZvN@7UCe%9oyk`
z%igfHqr9!+*WCqTfD<^^9yN4O)mg)C`-q9?yBVlLYHUFICPTDY^ZVfR*1ZX_UmUDK
z$tq!D#4u!4B1CBlLoz?@*;C`78r8fRoUmM*f`OwZ)>Y3}?t8mpf+%)T$k(FZ4;vk&
zs_Z<RdxI?zE)g(q=O^}Gn=Hen<lDQ^O1DXMWWO+K4d$SPTBqp^nT)Y=GQV6><XBk0
z%lqG6BgN$f`=H2GceyRNVMpRkqP*Tj-gZKX^$QXy|Ao{pej9Nv)IkHHyAd@qRE4mL
zPKsb(RgY7KuGo3+@~m%~;W+D`TQjb1s!$-D6K2p_JYi-R%|(qGSPtfFFXGDWoWrXj
zGFTaL6HMn0e$(6Wo8uxj$S>Bw@dQ8O1<d2>E`Bh~Kp8;0|K+sTpcJ$-T(BtS@Zw&T
zDmV2-loYzr&qy8pC;(H*7?;^ncElQb(o_b^qO3yECi6T|+;}MwgtNGtcm?#e>PAqh
z@*I<#fQbW~b0LZbezF8O&y-)UDp0CM`pEbBK@Uz*MAr26|Cm(d+ak&vT5;TEfB*DI
zm3~$C5$sDCW4m*X1|D8v5O<}Lq+d;6!40KiE%2Tx?rsNe2!7I=GRIOz=gDj6@7&%U
zEPu^1e9%wc>Ll4JRX-oV1f=!&3O73izk{sd_W?T2VoEO{WGh3Y%#<QAQ5hhvO4VC<
zcf)H9mgkJL5n(y$g)MvbB2IfwOt^r}9Qp8&*o+!q>;_4|AHGqhT2k{zB{HW*aPBPk
z#iK*Q8O21tlRv_bkb*CZj<t}`Y(fI8hLV>1`^%Lswd_)DhLBAoHGEGvZwwPFID;rC
zeBqjv@)IEGuGapsf5IFMWuczs{GpH|;Qrt^RxB*T`nP)B-bYfaMNx5q*XBn-j0-YD
zjwMF!19n@fQ0>Q#3ZLzu@YiMm-oH&s_O~LLN+3J>Ikk{GvNl4~4B{wKNzVijQ+n76
z;)V#cp=IXc45H<w1LmL5gl+DtHvg_d^$KN<I{$U!DyqTsG%;@Su3`4Xx9ssOy|3l4
zGn)b&5s*XH1k=SB?e{x+(je9WPGJRX-AXf^R-g~z+8H;}{11+2I)zp@B_<8S)3X$B
zCS6qvqA&9W)^SH1Nk4-{z_@tSx#o_U*8N@_Rt%0Qo#7K)O<N-$zaF6bjJPHJHR%^!
z-ryx33i`{i^sDROE&9OB#k{nv-d{R||2)LhHm3e)rAHnJGuKwC<5h{H_S-wS>t27F
z8L-_pMcu$)B%)1!^o7>n%H?@-^!N5eRiaK4Ze~@IJO*RSLFlrthwZ*BV!rp~QhJ4L
zZaAr)JHjo@WTU7cOAm<aniK+^wHq|Oud|pZWeJfb`RLZcm?jR_Op37oh|lM=hZksD
zW<}4!hA_pkts(5<c7;FI4(w>V1N1jnNK~%uF1k{{sOZhjJ=fD6-nNW(KsM#vyuh>y
zSK8XonnzcPQ>W2Q<jG>TReoLX8aDp$&!11OamcQ>6c5S1ynAH^*of&)w`)cy`LBXO
zA}`L_j$8DTF#{<vEzEE@TOPSAD>(o5Ms8o(MQ;q7uQ!()9uU<A&PKyzxd#f}rHlHB
zqs#^`2P+6&5wT*Zbulw2-t;x8T_xS$v}?=HAj@j^aLJQfSHq-hkbn>fgAKG$tZJuN
zWLdm<-Dn{)#5fLy=)C<8J+*bvCd+DahP0R;Zw%pNV+R5F6sMp(Jmg#uV)44Az;-WF
zS{NyH_%HcwlTmfJ>AZbJ_N{-m2A^!iywX9|wv?wQ2k{E;Ic3iWrao7Ap`Id*-yo7M
zl=?nbwHIi?yClQ-)<PAu-0<nutf6vNIe4;0^x1+KmNG;l+&wQ$KF<XuG3oOE1Ybm9
zz1aq+q_GGE-WC$lcTp*wQ;$d1+E&0+oZRm`(sVT6PY21!GG)R8#fs0!O`RDy_CZ#S
z*Y0NNk<A$b87qaWM2E*XD@a=Lts#tug}lnz$}@2fLc;zZXXmgbiWX$SvTfV8ZCBm0
zZQHhO+qP}nwr%#C_F6sae>j6Yxpzh!UBx!--dulg1hiyT0`fdA>hvoM2_9E9-;Il|
zzhp4-bW`%9YywY1=A6JxllOEo2+hd6l<!c7$_nhPF~l1s=+y*%Wgej|`y{)}5<lBa
z&;(+RRW*8lKysPyqZ4V?<>AzSwW#^}TKm^TCyP6GwQ`ZmLugF;pbi_NVw_+i-fCS+
zmxY$HrhtnLi&Dwma8E3(ASGtRtco3xV{~;FSJe*WL%6SEKey~b4CggaCn)zW^`(tt
zg;1NW!35_YlR)Ko%x}Tw6y)bgbHi&{kR5t=*@bg?DGd@DILNY40z2L+*c^J$UcV1O
zFTbTZlfzur|D=ZwEGC+)pOR#{ST<2EeCMt5UWy45o4i^r6KXLAoV}Mh2zwi8ee&dE
zN%YvA0fOe=*nOtV2|NfttJbvo9&eCGV(k>t3^Y<A<n<lNK`DZoXJ#|*E=U5x7QK;6
zivjSo3?#HQnhHt7F@mhqb$4#q5YB0BNkE$(R3yW<9r9zsZ^#Cl$e(tfr^IE6Ngfk9
zm;~NMWI$t!bRmA=3X9y83`Q5XKCB`-bBu&3xh0=a3668K8e-l(9t$W>{qiuEr%a9D
zq)G;Wlc--XNnJO;rjIMQBPRJ|wn{sZwAzhoGw%%Ez5_KNgAAsrZ_1oTIr1hHQ}6Gw
zL*$gm52BkjJ_)&#Q`Mp2Ozr6p>8UM4Rde2-B_85jp9LN8F5Rnv=ME=P)emE=uVl3^
z-y_NpqL=Hte72i_%lAghJ-ulTHRfSb(%`5zT3H*F)NgfM&?n5UOq<6Ji4X_mFIw9d
z9}m&p<{g=&*f<uUN=AvEy~Mn6KcG=op+@{Gi$A`2fLVrg6xWHBPZFe>IjafeLEU60
zZGXo@(O(wyKLjWI!J6T%c;X9Mvs>g*9G%+f*p;aySRL8}mEHV)t0%UId_aS$-DSP!
ztEV2KRa$=A>+M^2n4pDirD_rF6L9^s3E$$0_$F-y{VvuWS-t6FOA3~d-u^ee1LWsR
zaMjJe$eBM&u{zJn%1g#$q~KXNBTWz~y&DiZ>jBe@i;B^uoX^z%rpp=p&W$*25U+L?
z8&_SNmB1onczYzsQA%Pu?1$!z)(Z61A@=M{b0MKASeNM+cGA`=nd}YN*D)16;^Hj4
zqnI5`6qh?KFY+8*cwSQp<z<^m+}Dd9?+x&T*`!2y_FoSfKOvC7^!a2)u!OB0?TPe8
zCo@?&+-<-JS6A(UC#qA*)0ndcg?&qDdm?3gEiK&=ySBOw?4Cui<7w{mo(gHY%M%?H
z<I~Aofxk>>xpRSCZ?bQmRK}ZjuvIE{FOBt?r<iXt6T&t~_BK*<tKU0*)OvPFazQv(
zSBp$G4|cNxyR<HRuS7Uas+NRkCzs>18j%?9#~T_vjVpYmsOKo?6ttNe84-e5%w?}l
zCk9<|!MQpk&(6+oDCC%3Pux*^Uy^_^N3}k7hm~(s(Un<KahtF!YFO2(n&GE^@J?-6
zBVW?oPd<Gk%!Z7@c(^h~-E;)x%Quu{)bJMz_O2cgXSbQ`m&tVXIIKwZN-I*WZkfRH
z#i3t@s_oI+pTL9MD&nc%GX-R_zAwhlUr)I(%A6J31>S8Lf}MYpgwyGRgJ;;jZLrjr
zWiGYE&@mNB5KZaZ<N_peJHgHB9h+QXCU%=BAXO$NkIuzKd<$lKE9&@5(Y-AfTG;8|
z2{v3F0%~xjs`&wToH!btg^R<bX~vuQl3s2a!^3~FP)$p>Xw{w4VPFhXkZeT_PQzu8
z^VBSrIF!o-IT2K<`i^?KpkK%M`b~Fp?iYBfA$+(HBvy}rYyiz3Im8mfatyls`lRn>
zh3%1WN=_;nE%waG|L$E2N}&b{<33lHjhrDcmQA(D!_}Sy90gaDj1XVkBYseEcyL%#
zqqBy@1*U-{4Ij78r0YBi0#U&(R3=ld(xl!UooqD(P!MxTUc1!(yykC^YQznR{i@y&
zRDpb&DyU7&|5XaLEr}>DKoLwBaLmAZy!}p0$!W%q<#-L21U|8lBPJItRkGyw>8ESW
z$}$pfU-DFnB|-8@9mZFX)if(zXpU+VIrm(f%_&}A!7i~uiF-wYDb~nY!*-GWmW(Tk
zrW4wdV}q`3ugp;D!8$Y!eWqHtj=FSS41rI8f2Bs^bTLH44u}2Fvr3=-crX~FaiLB!
zO&|FN3E7gTSZT{s$~~bDWX!Ad?A?ut5et$<dIy8-SpvpS<>%x~&7Jf#5~$KpiJM%<
z$UbtR5z5jqN6hv|l98z!_TbSu0#bgVF4FlKY;`j3k=e!FM^W0ynH3K^HOu_e9-7&P
zS<zvXpM{^$?=d(f<((kFT)G!FC$Ga*zBwkk@>De`t+GrIq>bGvW?G{xmw;pI-?Z<U
z`wcUagL}N><DF=@LeTDTb(Q-u(~(1vjTFGXl{&^tjb0~N&VfCL4OjAgz{`ohlg#Q0
z{GA+twn+3vOt_n(<Du>UWBMS@q%Ws^m!4wu`|PszyDEio`{p4U9YY}e5fHB?*a_Mi
zvZ^2R?rtSF4^d2RAPHXbJFPm~6sS^pHtlkoBfAc5od^kQ$xEZAXU?(N4njOHZLYr_
zIAdFWa65o9LiejzSz`i9u<#-%BBr~QsJ`R{4Q#B`hNrkFuN{Cs{XM6#HN+hjMm>J(
zW^_2@5_mQrCk3a`2~rHf1c!{;2H6;sQq<e2jFhDjho*0CWR|S>;IUgT2@Wx$D$%-q
zy7lk$;nf55M~5$`q)`R#6}b$V7K)+^^B+09{|RdCZ|xP)A%`^Pcc^()%cqcEWqZwv
zg4G$M+`O`-3bFJ!3ixX-M3;j0&7|B2lg{hiln%~pgV<*6VKk{{m+k$vNE>hfV<Be#
z`iPw=SDaf&TpQ$8k?zl}N#<Bv-!yP@?Ve4QP5#dW;+|#Eu0BmK{7#<{Io;%8yvrkB
zhjVYeVIY_d%{Pkq$~wqt<_6s~o-8jplOHNWSki8V)Nze<j!v%ILCD<I?8Du62gfsr
zr!7I4%6@^3_Fr`vOq-S_1OzhFhe6p!uZxE4QS~6B&|P7!g&mX4wWmUyq@uf<k^~mz
zKAS(sFsYm7-(TQSdl$<SG6T1=%G*w)(b~%HIN`_T&ySAc)21!RfTeA{rYO5LyVlA<
z?A93+@H~?wr;n${Ij3EO5_MGml@;jMxYWA^T!}ACQ(Nz&i}-K}+ung@#@zWgKy=Ck
zQjFOaVkzcL08&l?*br3hK$aGzN~Vde#@gz>qNem9Y<vMA!d@8_AikToU&==R^=SD9
zQsGrpkiEY;{j=2Wiu>=)%(WZs*w(wr;EwCmllNF%TpvQuRe@(mWAe|O(a33i?kkwv
z&eT&Rz6KNS)unpOl7IorF+~*+bh?2v+O%_vXn$(G$8m*%_X*mmVA*!?n-Px99(H&n
zf#qXEBXch*V}3;hr0z$~M+>*tSjIAaE4mE9Kukeg$vEsA&PVwudA=haE>GUkn5ikL
zGLP0Aq~402GFxSV8uwlVNeXdgSclY?2uVkAQw_IUV7l6~tO#MXy|KQ29TGr!S0P#%
zYEu+^Uf|k-3bFcNr2om5#A$=pjQ=%SP(hu8N>a$L#~z{ByoOOLq!-phL0jPsf3Sv+
z*@K_f=GAnJqOO6F;`pHgqz;zft#yZz=gbc%be-^wrlPzqDx`Yr2gucA`srn4_@{NB
zlQtaaT}Z~oDA2$_B}OX$D0E(r4chk>NLT#Skz>LP@!k0poYPd2_=@rgUQ2K??8Rjm
zR3SjQJaKfDmB>;-%|0~->ME(+GHC8{Q`SH4X-3@`2B67&Q``=`g%$lzCeeg<#&4_P
ztpvIe3}sGVehq^mo&`(i_p|<Un5%ziTU0|;k)?t;NRUKOj<N&yW?MTZHOewu*3pMy
z;cVDwV7itzm2(xBn4ZboqcfqYWNbA%f+6*&%Lg)b$Ix~?fv9WzUz*yua1xWPHS&SW
zt|V2axv!Eor>Not_r`*EC!kx<Ig>ggVLf%HfIk5l246^vB-xL}=lb<c$iK{GaPebo
zuRfi+kY8#~iF2}dXS8t(QuQyaCc-Ut_b(3<*TGDoX`IB^#1T(;6$QZKOw%1JXTC3f
zdgL@yvQO(V8dp?BTI%-rLuLVBIlMbS_oz?rGEAL?rH$JQhZ~ba42Brl`Lw>N*mBAP
z<Vi!>MBgh)7*!SG4m!er$+Y!jYq^xDmW-Uy?czd&{><v-rf*Y*(r}$Wf_}{DqYQal
zg!Ilkjk#*m4FO+IAu$^f+*5P8$|vRN*F-0cLrE7|FIoXMtu9m!hO(2N^fb~c{(xQS
zhBZOPkoH(#p4&i{s!@Vuh+`L1P&BkyOTis{R?@67oQ!`$LINaWxBITT@Hp=n-<{4s
z?W?2-O%q6Bm=T$u@EWYsOMhQlPCo*|xo2^A@JN5AuT9lvvN_D}6%!0Ye)cbpdPvEB
zn-EqzNZm0piWHmN0kIKEL@6KpgD=>#85CZZrf~Z&x)B+u?yl7jbS5(MMzGv*rLnT+
zgF`L@eS%Ik&j8zqsgfJGc_l4-<T-B!10sZ6ju_8$jvc8hcI7<s_LY$@pmcg=t-xhs
zPF=`EXrYcuq@r~gmyQhvifY<dWGNn())4E27_ihCJ+d+PSm8u9b2;bx91x+~>fjCV
zV$x*NLpn&Hn)2j7kB7%b+=%ni<wXikQEHIr;i6QFJNH%i84METud=dCzFgG8Li?u#
z_wuuCsU=;1(LnkCxhi%TClBzd3~JBx+uJbY5e};t<NYm|wJH$$ccsI;;QgFwTp#Pl
zwJVSH>czQ^?ypeLk!lF7_Y-n+qAk+j%;Au&0@r1!bADUPY{Wdtjd6{W&UXt^DTR)b
z7j|i7eU0*Ick-Dq3@>^K$$ugGR2vC@O{TUQgpG&SyXfY#MW#lZ1rVE37lcK*ilo@d
z)EsQ!icj+cS~$IP?~Zg8&h%5&9i3_jPz~*Hw4Ny<?yqElHD${ftwX}Ebjtpgvl<x0
z+&aAf2@^7;&I_(jfk>I#|ATY24i`5vP=>yKjf5D4seoA>O~xz5sH(T|Q~f*hICj~N
zcIqp$=m?87hUD_yok3BR-?7&>x~Wm$h5gfLiWtN8R$c)xwkoX67S1NyHf&}P{S~lx
zYv+^<=QU;iZCUqzt>4r3;iz#h*qmQ9e?(x$c^ZY!6H7KFA_hBSi21G5UUz-!O`HHZ
zdD)N~cT_^bEf>u$2_9&G?Ra7r`5v6j^+6polHkJG-CPq}gO)-jIOf6$H(q5|tJz+c
zA@G8LuX=e>%M%b0+FTRy>kX3s;+XiFI#u=}G)IJr&@!p9C28)zm>cK~VVu*S=lYPZ
z*nB^!=PB$YfWwK>?`NwGhA4tog3s3pYm5f%xcl`EMM#7edZ&Q%ll2&&LwA~aGSw?H
zZ#E%vF+0}kZ!VqYw6cqNC#Wo&vLgNng=YkeFztzQ-1$Dd(S3+UcL@}^MU!>!Ks257
zzKdc610lUQ`jsGWztP~W9+1|Jt@ZRZu|FWyk9lyUo-46^X;@PB7`+j*)sI6!qv?EV
zJ`s=Vonhe%%F}iDrkZDDfGitCb0GtzapWXrbo;(HxMrCIa@pMF+HF6#lk2LRL<Jkq
z^c>#l;75Nk4c?-6l_}73@<;=A%|$=7lO*EjJVS&r!11myLqt`(!_7xfiIM^|FPg4(
zi_XKLqFPzdJ3jP<#3*YM=2+``7riL3NaK~`rrPw=6G-+&P3zZdQKj^{t_L__Ve%N)
zj*F_2{*Oq9Xq8wjsP@Z4jyT|jk3|zxpeKNhmcEiH5LqH8JAQ+X+?%^DOr`21@18^|
zuLipU6Kin0jYUJc@{bzH%1n<bYSrmWY-c~Q`<*G>Di#CW>KH@lkE31A!$rphX7XGV
zO)cB0(`AFSg&W~cCRo5=?Tc*hN9?8HM?-E_RQ6wbh~i*2oHR=NEj%=NaR|4mN94-3
zFpHj2;oO=+8-I1K*$iZL-&4oYTg8vb9fbA`6iNha@&qPhB?2T+8qoy;Pl}5^%!o*^
z1;(9AmMm9DqiZ76=ou5O-#zkTZzCpw9aTB3Ep5jif@V<D6;%@X0-+)Cs<?H=*t!Ip
ztd#1vclv5%ub4CDc(FG<UZVKy27QG)?`17W+<)-zx-QF<%EK`sv(<d=5Z1!IfZg#J
z)xvX9h|q2YGlG!QNO7^iA|RWo`6;|gg5je0r@~8Rz!$(6GQO#4`Jl*!X2y(q5~c3W
z<*fOl;HZZ42R2;zWV+KIX(2N(sT6d7_r>8+9EDuoSo6;&0m4II@xv+s-Wp*7XEcrk
zpi>{oQE*g%EBT*RL$^2AGn?UIF-=2Qq4ZkC<pAL;hedPmS_?k_G#WU{7Sb(!pRKuh
z3lQh+atU`5BJ5RSqBt2Hugi~R0?O}lYGr^fO#JY+`uU~2$gcud%7ae_KWh1?G}an7
z2%QyLk>Hhww#44|{S*%MvmvDb3;Tr{HhomXj=;kt4S<H|$_%ZO{nlS_f#`ESAfl_}
zq4vAWPYW2<8eZQRT?tg5HE>&vV{mJvULvJ&Qxw9yquCmpCZRAaNBk^AY%Ox!pDSG!
zx^^oDJ3kj@3Tv}nV0wdXjVgGUosF%xPH?&WXP2b~Tu3tt(Vmw@^E(Oke-zX9oYja#
zn3E1MPeZN<+7Y)Dl>P?+_qS6d8D0;u_3y~byel=k#Kxds*xGQBvfJMF7DmP!)#I}U
z1KR*n(}5YZCUFI~N_w~wpdEAw3w*}xw2~thMdjSY-IKBx(HRxYYMxsJMXlzORNUzd
zLh4^!VU%?$n`gmfjWJd^@pm;_8aFTU4bA~M@_;=D!F(Hud(uU=gDP+x&&{OFeOxu=
zrH)4%`_?vh-R?Mn23!|+Sg3Fj=5ETDIhwz$J$OA0drN3{GN^n!;8XQWj9i{NstYdZ
zJ{EB2JiT;%E|zEX{Nx}=KH*-Vzsf_gXA@2wMX@{?f#+tEF@|C`S1hRns*@egC6s0r
zXtgWD<>wkH?N|>knB9XMsQJlt2h1!fUi7srV>Oo19;&OV=N!|v+Brond_lW}hVa~v
zq5myTF4xLw1;$Le<dsMU<q=Z@E1rDF39!ASS#P-M^99f!RFlXSm`6?3qb!6|EI&9{
zm7zW|A@0lEhWpV0uC(6&8CsPc<i_{`x2O2(zG5HmHAYu{HjoKJu_a?*^&mgln>!y2
zfI11z>d)lE1>bXsL0)NA3a0nouW_V#Q!y<TMcK$U#i;4dAHezzbl%xNidgJOt^5{9
z6*^L=c;n#Z{P#Oqu6K*&?24=!?@pBFQqd3X;MPEMn{_l&+Go=2kErit$gb)9o~9{g
z{EN7yyzR*>&@xs9ku_DaXv0F|O^IcC0s!*-t~rfJ7H{6jxX{MU(F2|esE6N4hW=5G
zGoyPrx%dF7Nf`U@Xy3X#*f^HH?cr8=Yek-TNcWy9%79%`RV$NP09cJ~7M<zuJR0Vw
ze<UAh1C{6<15oqOciiph;K$7jc%m?55-p4e8dmvT!YS6gfDJ~TKK^{))>_>DS2k3x
zKL$7Ey25lpwsYoT;OyIYLRRYl%H_+_Plu7w0pws2A0PeNC1=69t1hFb7agQ)hGvVB
z^1UHR7FB2Vj3^OzN^#>SJtNva5o5E*Aie)$6po}hXA08kU@RmG`UJO0aT!0Z#Al9T
zud+n`+)WiOb{mZT2K6-nd)3l$`l~014<xRF(QjMRQa0;rs9|p-!#Zr(tPmr@w)-1R
z3>3s#BbshE?~x}n;>bmG%VRzq??c(KdbfNZuwrIq#(9<f_d{OZBUM;v3;U)w6;znW
zV-B-;-%zPx?6}3ICa$k8THj#YHoUe{Oj8}<a8p>}QI-=8JXqmNT9i*yb_TF{pCdMa
zGsH9DSx$45gCyjHmMfKc)O+Vk*;>9t0>&<okOmE+0(-ep$zqEGqslvtNHqU2Z{Y)X
z9Wnu#+B;uc-v?Lzu_V5nb-fk=rzv&x_+JGN|1yRdee<-ArU5#;0PYQh7@~bP2B%$r
z(K<%%?{$oO6v@be8~UUGmr*EKB5<R_R4T;7{OlQ;(^6leb9*)6V}eAwv~833oXwd4
zGE9w5krgEi?uu&Y=K=^*xo%oz^Eg2VBNfq))cu`GxJj6xtzxZ$0R=Y(p6~{a!p$Ph
z-dh6jcbofnAS$5UtkP4Twy_dr>B@T(MEB!?X0UKj$y3hUEj*dYnl+TZ?h_Tb9J_|{
zD)GEnv1v$Y1rTXX0KFe!XKeta5h_$1ytp5Etp6a%-V+Lx^d78*+#B~*e131m%1eWE
zS?TNv?COcmKNa?Vs<OEd%wL`0x6Ee8r9}VHF^CWt5j>zH3KP;AU0)NKTR6u~W7Ab-
z!NW`Z?5vWbCl;$r?zy_>(jTh_pp{I%Y(qFaljU|C-WGV)+;9tLHj{zBPV5W?O`56l
zB$X#x^c!P%@PWp}I#MI&Zyfc*#Tyma7lHd<?%m{;XNcbsoG4EXp3pR7(mG|m0&SRU
z0+yNz=If1&sgSKIZY0v9a8}K2xz4<Ro6d9_vzyB0*%zw5jSv#HuV6#C?{f1G;w0eL
z6a+)H&*&<-)@j|(x`6vMZD%+6%Fj*gy^8xdWMpjMb{I1aKUT3xa44(fA&I69WWt&#
z*76u*K15^20g#6sTuPn{;<KyQ%k40Suom`&sM`;~o3V2g%Od6R8bkqt<VCnvVCi?c
zXgJc_ItbNz%LP3`%rUA}#7Rj?iU-)KBrCi&-|YW@_L*(^ZD7xi$ldggG<Wh#f(@M;
zqro8-U?(>)&Z<SL!4(TrTh^FznZ^4~BcE;_dp`71^gy%8mi@<(X)r$>&vZa%6yJmm
zFJ@<xe9{7QGj6J9RcqL~MNFj5(zn+@CK4OoI{cd<+b7L_%a!ClgY{U<mrXv19G6pp
ziV8cEF<_f`=`bTYi7K6Hjo$6=VAXTbnme<aGTUozl_q!^)D?0m<QuUll_If!*y-wo
zt$$i8#+Qdn1;+)@O%TDPgkwfJKwd^}p46M<bQ28#I|>y<43U19TRmXb`cJbNv5XRq
z^j#>8`72)oFed1zXsJ#z)sUx)0TLVZC^Aq}NQ0C>ZV7V*MEgly%I6`A^z*z(0~XZ9
z&0rgNC|7!hrIB#<_G&(;;OLNr4w#InEF5s8@0GGMaLpjS@HBIMSUlD!HlutCE9tlX
zKJ*zwWe(P;UcE-xX-wIH+eLzEkZvqVVJZV$Q_Vh$RcB&gS@j4D{HcO2P*;Og14@u9
z6`O~_2YVs64K4674IR|Se~FjGElP-cE93Q6LIii@#>lkaj7R=G(l(N;CNNINjT3Nx
zt#WAqsny<uwo;?>1;{1**AXO)bZ11DF3J>X#V#oP#$o*r<zn2(PU%UI!ugBxug_V^
zLFpf<LlqiYT}HYzbtrZ}s9Q#Wd#%QwkqFVW%Xeb*o1B8D&UcgjIfSr>OT+Tw_G`mB
z)Wrnl)&1=;_SaTmGIxYFd0yaPq3(O*D#VY5%<i2tTEQgwnq*_ft$eQtxSx`O6p=g<
z!X0|EWEx6m-VzXfM;x!KDAuWehF$%mihL@dgXbY)y~nEzIs$i>_R?tfNcQ_A_)XJc
zw4BkfDFigk3X3SX{f54ic4ztsMUzZO1e?$sR+ily_HAA4BVdiU45&BMMtIr5k5>Bb
zl=6{0i0=#qoj5Wpth)U&ea1KPoE?=FIXzeVaRCv8+zRgyM&sD6aC}qY>a4mZp}Rgb
z)x`W#P+qrF=hP#33A+x#!i7v$sgGEpX3)?<Je3dDu{NzCs5iGJPfrO_NTR6@k!gdn
zxfuXM<C#2uue%yV>g6^wMND09WBS}$CSqY9_|vsQmnG~+Poqz{0DHDyaQ}|z7O{sY
zckIl!vL3M~*||pX>@r=yNHOh^*K3ngd>bXdlD<K!DGQL3&4}|ET+l3`_KEiBZ8Hry
zc9F6EviLt=O#E8e^I=job;&$(eC8IkAZVq95xrlKF`sK=U+LvmQKmLh*XF5co;LOu
zew~FZB4^3}1L`qK<JFVlbzuWh*`wTC;v^|VD@jI9Ztr908pt=uJ<E^Jq>QFtaQjU1
ziUE+SrhEsd;u7oG)@dH|O%3g3_Jo?Ya5{Q4512veePtF2=%InI4)ukj<wD^vnuYI`
z*-&FR6}>Ka15y!S&#^a+^HG!!N1Dq<{_e!Jy&OmO!PC!rKI%5qZ*x4Wg6LA3DxI|l
z)L6yzkL8{Dv|hN)C#ox(KGL`#MO;dgHIBjmK0=NpRkZ;}rB_79F>|ln@@>dYbc7(O
zO^#6P6HAyZ+_LmEI1y(D`DjSD30CU0RHzHTkN(xxj18yb^G0RS6&2fq90C`@wF4~o
zE^oET&V_B=D|#||cOyXgn}v&EmE&@M0Pe}kEP;O_xkbW|0_xjG;MAIP0Xrij6N!v#
zu5iOahj336u_vvFstyuk(~;|mTsUe10tv7m5I;Bus@yLDx)Sl9v6Jm`R}zTfB~4_r
zk_SW}={|C}^EsHv-KI0dtP^fAXu_UJ#9#%~=~j0CM^}l2_K^K1U4}7`<W`d-(MnAl
zh*Wzu>1Szh48~qUy3~~do|UqmY|7XJG*p$DV#l;0+^G@alxz58M8+vX$onCC`7g&!
zkFvl=AU*n^d^Nax3?ohVHQv20=Vl?q(dnT9#DYe$nRbu$T&yOIR@m^10JkN-r~D;}
zbfr(%`2(%eZ~1s4P)*V)>lfQLsT2tcb>}lRjx!>&z1jV9<FSQG-o-k*U!b{(@Y!G6
z#lx$W0vsQP(!pillQ{aElu*}!Xxou}IexY<o{AUg&JyBp6oH7yo(l)rVp|P0KY^tE
zOvG-1y^lxyWF3|1Xq<J2Zs*U7WJ3bEUu!`(uw6z^h6d~oQ2X5zU*%{R1Ti?5CNWB{
zCL08(d9k)}ATG!p9HbT|!VBZga#-Q;o;+P$4vl~Ql1Q##7(XWb)*Y3~<6<a=m2L3Q
z{+kk{Jw9;*5T^rH;2w#z-Uwj`HQRBX{t74+L89C2wa=gKtV*SDT8W^2a;;S5Ti6bT
zUhKG##s0<Q?W$#J+5^3O8O`4?jo+fac8r9^s<jEvN|Ib^7<|r$s0{=xAd3!E?>Xrn
zw{0$ph@mykDF;Z8`0Bc09||^qN_<uDh*50m*?JrA6$VXUg6Ix-e~()tz~xVxTUoL3
zBzd+@sJ#|ZLu}8)_H<N`6vcFC3TSC2>QknulZU~SkfAi>z7i1;6Bt<fXtkp38C)&>
zK38N}UA4I6&SO-<NajzTWE@tJ*StoiAbqn@>1U0Ryk><SKygR#w(9dC7g64wW{V
zEp-xef$wd;5^%G~Rdl<Xpn*?!ab;|Gd0($CJa;&P?YZQyqyD+*iNJ`-^#*H<P4S#=
zo)e)QnKzWx+|mY;u2?IV*Ux;a0ouD?B;iBC*-RDFi;Uh}OY-7opQ>kd5vp@jS!4~I
z9?}pwwsfZpAJDm4m4LtC9XJSPuBZ08rLq>wel(;LknDR<4)Gn)^fTtj`33b9*t;0w
z6-#950p@Gu{jA{_%`YCqA#piY1Ax*Fb<}48|GVZD`0tT6AXQ`6-e1WOte-Lsy}?d!
z-;LOQ3fTGwqu8h0=XNU~WwY<__e${tJxuDr<HRKT=o!TrqYg}z><5VZ2~?jbJ)x_@
zX2&v~ZCBHlN>OdDgs9tKx;M0d#nITQAWxZPRMMashc6E88oeE_^!V4r9KsC@t;eWh
zuEy0IR=!<c9RCC)<}P-L=`84IOkT>?nLKiI!%ueW)}6bck}yPHf6gJG=#YCxX>?|H
zPjDknIk>A_EU2lwT4$X|su9h93l^aNwV;4_>PfzeyD~41MRt2v9BBjmVpNCRy4vgC
z4t^X+-9Ff5b0cp9?Q5!#!?Z8kpJw3~4KK?8$0}jqbdsJ=yF!3(a-!t)a9t%VKM2CV
zKk*&$twFQc7e}QncO0P^fBuwxZ=RD7C_{#qFk15qu>cPkH=BIp*Xjb^02}J6YXc}~
zn015&-9WT2;I>f0iP6|us9lpwSA`rqXIA<5TJ4+54UIVsXsf?@1wh~ilcvmObl6g*
zE&YdaG%}R7iq%@hDT&DlFQ16G$`X=-e@wB~Uk6a>SD%G*IeeDEuh$YO+EmdyUOyLA
zFw-D=D|~+uv?c2GqfEr)Ay>T=p6tK<SMWY+{7xMZrMp;(`;_H(gfy9NQIxQ_>-BDA
zVW%olJ-*WoMF{W-T$&<7enaekJK_Z77)))1N+y<oDf<RvyU%76E!RN})|u$RKLGcQ
zsR(Px<hH_p$`Lpw!!8=#pW*F<by(moLHH8(@BXo2Z=PV#F%Jhr;&6#?>)RjL5n0&w
zouKE;Cc<ZFBvN#<3uW60$&Z>y6(5BGU4sk(_+!eSHy7(9ZUv@CwA=8P2e$%#;u#qE
z^$>pnYU?}m!GvWe&~i^1oAccE540B`PWD8{-iIZU6vI_9(&ULYvE7gs-*MwUdg>}`
zgl8<;U<7w`9FoftLbNdklJxDNTF^TU{g#K?aTDNd#lQFst_%m%DSa4)(ABNood;4n
zK-A;`&(egS2!cxzof8<EiSJo>aX;N!uz^^BUO{g!rFwF`Rr8@9J~Trzrz1d}`YrBt
zE8~+%NKk{sHe?MhEo_2l)4TNhQ*RdvGDs4ft6tSwu0<j?&Nps=L5*bnKdtN@6Vw^o
zEDX^C=a9dHe%|Bld6Z)xu^sCrs8Ly1z(s6LU$j=~59MUApeS-AF#H>Q64*zB4dsF6
zL+B)Dl6p1Fp~C%32fMOG00^<w?A8?ANK!`NC8kXCtBughdlRs+AMaA7D)k)T1a)t$
z1LcA}#TLZpfy3Etd1KTntYGvyxC-<Q4qW+%{FtNiBf0*$6P2<>YY+%yPh{E+obYSi
zDL&IG9`*Zy4t5AaoACFZli)mbJld7ptJHUVNe#OKzs5i!jBaFcA*T@v9V!CEzbN4I
zhL(Nk=#=i^e4!OUj*Fnun<Br<^u=1{<TpB_K8bsXi+pWWddYULuC)IC#l94Z9IBEu
zC>%AfOg?Vc$xe32WM4Wz(8`XgMcBMIn)zfLRsr?ra;fX|onvA`Fmi(>Wr|7;ad4zm
z47nf=@!bDlJ<`k!nv78%-LR**F`i8b<^L?kAJ&aw&pAa-&1tZ>7Y$o&LL-_dchubk
z$|v@_M3KIdMo{uxFk7^H&sb}RsGvueisB&_)`GT*B%SNdSa###dHFu&bFHEBec%6F
zgz~)G;s`#a_BF`S^yKRNGX4ILICfWDTfc@?q+4blM<B<$I^$CA=R^Ts=hl2Y({fAS
zgXV@kI@II%5yBCvc><~pX6T8fO#^UPK%0-pDm7*E@5DgYEDJPBAHT}mT+?uIo+;o2
z!654nKOX9uYo1sD=NnmKQNtSboDO(^rSshNFU&XDf<LTi-v8^us7?Co<;~mSYsQUT
zsif|X*rv;GN}z)0GgSst5;7o>;21iW559l;6rjdqRzcaa+_iJ(4X8ZU#!5*{r=Q%)
zuTd<aqKh9)%M@;eJs>l}!q}m~z|L&Eb_T8`0HQgq6Py4H$7o|oVs4d35Q{#Tw^`;p
zOW;-9jCW)%y;)Hq^A`d_zUd9XsD+iM_ax9(^1gfuA<qPbwx}e!=}hs{a^U?Yw<|u0
z`C;byfF)#xaThtH2!i@p3KN;e6INFlL<j@E8?xGg^WCl=u{e>r<bzmTd>3j=S*jwg
zyP&Ce&XkGL>-PxmDoDa|9bmy<b|QMHa1O2+JmXjc`KrvRj;#++$<(8h`L(lDhonv&
zv}25CE~8YmG<47??X3n?9f^}Xe*eHLIhLkCE3r_Gg~HV~4@Sb*qvwiZDE-uqlVH2Y
zVX<0X6*`F``CYgu1o|BVB5`9P!VcAq;-h=woc_>j+^f6Zi%jC6x0l(~l4Ca8upy%4
zoU9svM-<_VhuDdyvODXSQcpEHHZU{j7p`A$z_tD&^uP!n{opZ)V-+d1!&jw&qYcoQ
zZ61y?;CAF`$B>prmE$w`H*Yy+jE>QHpHBKA@-6QtLDP6i$T#4IvVi1riNA>tm@_R}
zvB{ukL6mbDJ{BcEmrU}{r5~#FZZQJ3-s8G!vj1mZp??O+pe;d!b*|ci7>h7F_ad2c
zM4X!Od)RMR=NmJ#N*{sB=q^(+A=Mmvsh(27cWbK>R!Lm;ldTpNsiv5k#7^hexm{iO
zA`+l6-sn7HbbPld|5C%dm>8&Fjph0a$RaQdKp}stMScaS{zFO6ln^1@>G;QAES$m@
zzRAYuRZefw^9e6B;8c#*dyes6={h^Ypfi@+Cs9jxs;r)T%yyXD*!EcqRaa>a7Y=?J
z^{$LKjD$iE;xe-nI<)n9=5oGkk%R)RV2av7;>X%LZ{(t3B-J?n&BeP=j23WUb%g|Y
zK?6k$_)K@6&yoGyNNC&|$hqtZxssI1bR&Hp-brg^+m?Q8S%RgQb-TN#-1MG@o-J`M
zm!<n*d`w4XSQHS;4NtXj+*6TR)+AnQ%!oRT-2`lKL2ILbE~J>gyaD0Cqh-3TGmn#e
zG);Q)Ilz}}N(F0`bg^XR*n?l2T<bxo()k1CEGW34+`}@0$RRNTU004N5umnd=uCKw
zS!RDMto~tmv+US=gon+_DnMP-qZx-BZv1^01wLu8)k^D2!OpoXm-!&^YcaSMBVc_r
z3S(!sE?TXoszZf<HEvFR-0eO5Q+d6N<544P2Gh@iHLZCQ`>(fXU_>p0zkZg)_tLbn
zgz^O3mNG-Q^Cgwi`1>PmV7bli%JNF(sdOZ~jH0d;Ec%_V9N@#q#ru<MU7S0(q<>X|
z8W3hI+K_{7ufNjr<*N~bC#|{D4yvJ}jS&a2A;0n^^JQ7gBNev($Ny+sQLWij$^SDf
zs*xvryPGmdKbx7iMsIv^1WuMw!r&48>i)=)y?FX3+ZLx-eK_1Gn|JkxF2(Rvs5cY>
zaqQm*>O<^$ASbUFq#g(K`Mwk2m5{Jf#d2<MwQJ>67c0DoIS(Q$y(eRFFG$zFtxD{&
zjkt1;+qgOAYCJ%cz*#$E-i*S<cbUyd^X+&?nUIOn%rd02G&%cQV`W0}BAV^!Z<_eH
zV4QVIT%20r(}Fh|&Phn>o_(yF#JoCY4<v>x!dR_WjIZ!y4M&T2X3vX-4#5EY(^dGY
ztco(pULUmNS89SgwUmJQ?KMwc3!s{K_|LwW0=`^Z;pl|Mj}&&$RH~<ySly89^JEiy
zej53)pchkqtlk4e<PKiW#zBi^hM}$kn>)cuSuDQjoZ&qH1wqAGXd%*)oVz>oM+J)>
z<%#t1gtQZez;u<g4P|qYq|N1;JCT)(NTJP8Bhvd;e7M;*Pp|AH80uxYe|>Q?K!X+l
z*%Z3Jb9+xf<HgFSS!)<0r((pm#8Njc#{-sO*zVMM{bK?2dr>bjK2Y32!%Tplx#Bu@
zYK?@+Om2+}@S;t6eo~l-E_V<Qy=PybBRfeJ2mUX0k$j?8_pWQ_kRaWTBw)Whf?g(*
zuTU5NMO!326W&bteO@}gjLH}$?mZR`Oe)+|C@z#P8~s)5Yxldxl{~zy);-2t(S2p)
zlge=N$RhDTm6_=)H~hp!4@$lPWNGZ3Z6yj<TX@Tt>{S$u4r`W`vm&XN9-eJ>U}~JH
zh3k_pW~Mf!x!}v1PSCvUzB-jRyi2V~JS05Y;1jBu*@Uy~WTyET9QPE+rv%i3)69;j
zg5ym8ma8(4=4{$e!EQ#fw_WyPG!puyTEw0Y7{ScCPWPJ1jUjL3+%;2Thy~*0&C#(I
z(Kz!%rA<3z!o~y+y7EIU=>B0~!QHZfEN>t`KZ3j3``Ubdy@PSL!8};qK2C4hg${!z
ze`D#}yu?vuRieuw-sfZncbaDhYfy{GEE2wsI(V%Ge|>z=RW7OSsoO9Y+ovddJvwJl
zUdf#7mD(lkIfk`H6&cOTx=gK(EMOh{t*<nZf<Y~eZ{hIeT<(`;N=?mhY~-&Dk)9ms
z?Lsz;dNKT<9VVW)=nw+~6G82&{akzUqy8n)*|#Y7Y7`UM>z3jPHW$v<6|Y95EIXh&
zUBP^xqVuzVkoIYLCxo@^df6)P6(g<IKIXpd)@JL!PhQv)OJBjW<#U?KKenv`FI9<L
zYp)TTy<saOWV~;{PU)a5U+2@XqEilO9V(UDRqs&fv^`ewEdp8MJv0chR;YidW4+_a
zM_VxPKQtd%7H%WpX)sBj4(RemLmI3ngL3~O=cEK5wnqJnb;Qc`;P!Ohs!03!ire?t
z2LN&}E5CL*<Yke89MK_dQNp`T`^lP7-0<i$h;icg`>*Jxv1!G|J3BaeX!~Y^tF=Ds
z@Eev-KOcLSxh(lC)@OM<$<=Yqi>q#8PHDdo)7zo6J#wII5?^E8$~(ZsE>h$Ao8cdl
zV^u=b`#7HEk(@f(Ni<G^pJ_H{CA{OPC+1KaXw^5P;m=h9Y!VRuRijm;|H@GC1%kYr
z7*Ozf`9T_!Lw~cMaSAY2PcBsbFNYuxk^tD&1B%x$zso+SE{;&Ha?j~5++zDuzV6K?
z<v}oiDEU3W>EfbP(sR<fc&xL+yOm@_MuM0=LG|vnL!VysIo^ga2;DvfZ^RbPwKcId
zIjwcQu!o5AFYePWz<ZJd0~O5^xlLV<zG<qF2m4e{V57Y>f%zYPW;w&hk|Q&xfJA!#
zG{&1*@-0HDH{GHFWa>K^%~=*7`|^q>en#9?_H2U3NZrm=_|2pO9JhA-DA{;aMzm76
z3uQ@Y3Oc)MEp>CSxqWMOF|Ad6EFI@i8`M7{pRxxTjCi#8Yu{JEk5nx-?<<)4ovWk!
z)%^lEwDe&%g-jv$)NZdbn~eOj%YPN(*~ae6TK;LM2!O>gjT94Oz>|DDA#aX2Ajb_~
zmHS5=fHVZ}A@@`vLRBYZ!n@v?I=(mKldux|G?Y2IVD~GVC-=m7Qjw%9J~v^^bv$kS
z@kT}PA<`lF%<F`*r;xC(X@;7}+;zl2+%dfS=|Z{+6SxRSJW)kE_d&)X&%Hj|%DVx_
z6c7f)A+D&But`6b4ml8hV1$V>mA*6gGS3mjUc;~Y2NGFZW+E&IQs)?&@G6*Dy2hXR
z2z&{)ufgNgl69`*P&6+{R3+-S;uhDdOrF>Ln@F`?s=Wg4uuu{Wh-3mtB7*)~T=dgK
zKtp}!@nQ@ZtDFL<r_58#1WKatR#mdNwAQFXs9DXZ#w+aas~9g^LKic!rtJdJA>1k%
zQWuvBuu3b#>gLonLWivix81;Yn?UHdk)f>HqAS6)+uve1Xchxt!F;9oa^Rwsw&0c~
zLwIlo248K4K74iTepR9_m&$aA=_#r5)L~#C%5ldxp)*hzibkU`Mr=133&D8o2-7ZE
zJY(tkO|!V#QHvZ+9<s|%CNe>r+le{iZG&-FiP&t`=cw9i?xu%qlts6L?e>Fzx{pb{
zB3?hjwEwjiB1=RYo%Q-T*-`!X&8THaJ}4!Na|kSJdbJ)6p}*8YI;7-~N0sYofH0)6
zE))l&jdOltnl}0I$9*+HPc!v#hq|8_$+{~>IMJy0<n|cTM<Wx6ArZ=^a|cn>*pfx7
z4R$G>cqb{@u;pIwW|v!~Ey!}KuFw(VM>$kHOHSktC*2*08nqtE?XvowI^hLoKUX3;
zz@6v{YAvN5R7nVZiRZgq(b05fY#lyG_J?vPVR$#7$3paGnqefRh5s5tcJnQgT`=S3
zWw-yMkp<o-cM3DDGhR3(hF<z#f6opg*lLWo5x;vrf3*eeotbjzE#3Xgd)kiQ%kWc_
z7&>4q{2`Hw?~lCG^1m~KJZdG6?9JIR7Z4WA6wXy7uU>~oII|5E(Rsz4yKr{YS&|pv
z+)j8qZhsz3-6Sq>D?{MCZb*QLkcV_(6krFii`?J3KNCX*{qgG>@x?)2`A$3px{W6=
zlV85Lq#P<?+4TG1TeHLt#mu%p{(y<5n_-*#FJ%I>0yhge@VoPQZO1?$hfR*EP#ee1
z-fkCbAeIG6HINfzlu9oVXK<DVD>7t4+Rv7YVa(8@Sq=8$Y43E8ZM(>lVq>B6K!Di9
z>sp_Zbz;ge8|UvfnUGNxZ=3VZN=;nCbRkF@x~nD*{UH5nmu#e6nPM`P;&tcuW3RTz
zRPvzl4n6n~T0;P>re4%BSNd1YcWc9;YmuQ0)p4RI3Yj^N*Ng5Z3?GLfWo-$`jd&*u
z*MA=>aA&1%23-*yF%L;aNV#M$09&^9?<=lmPNq9b_VY-g$#tQhc#y;R1BJ_+oNRd@
z2IW`bjG6|QAco^w{EG!aw{1#-+beFqP(BZN9~D4L48#3jc^(7mAl{|GFngl_ayKtr
zzkV{9(lBT0O_abCNIXraTh+=2{YZUd4=X3tCZ}=Rn?o*6o0#%^)7}`7L?G_|127`1
z+N7BWj}Qp411)T)x}PTv{rfezLLwvl?+BG+&O7Wil2#T7>{Ozh6NUUyGCxazv=BFv
zt8vp~Nq3`s|CeEOm8i0i|9`Xf3^w~pd6h_zah*}09o}bbrI(9r>jmtC$4cVv_pv6}
zMWpsHXTd28d)RR!;sN>H(wxzW_<_zJZsVKm1fEy#M5v}4Us50vEBpXeC#TS2WZNy%
zkz?C-TCT^pxR9G=U=kfzF^lN<-!E(qo;qM;zE2`83R41UD52~qAh6YA@F1!zi^GXP
z?MSngweubuXHvpBchJ;xx=^TO$_CJoKAm3%ZEYp$Hn27g3g1*&h8h`tLln%jXT|BT
zZB)4VEB7sR_?ypcDwmiJRp$NOl9X~~CB*sqAGnO&JKO((D`5VA;R-mI8Cm`>S^)<q
z1H=D@6}XrvWbZVx!T|<$!O;zXxxwGw^7Ru0b%Dau4eaa$fx1DmwM#<;gSe&9pYgtB
zYqecgoyosluC%Dt?X=)?QDKsYccsQLLySWiA0dF4PnuHze{g&N;#g~!J3A}Z5;(cl
zBa3Wq<B~wkgK7Y>2+jf!kozYE0f$S0$2&T{I)HAicLHP3X8ZyIa>1Rd>WkM?3ye(+
zOdwlZKqI_9Kcl=kKj}NYAeek@6+;36Zrca~Sk(hV5R_Dw($^6|>nE!$fQ<(d5U4qU
z`)7uQ0IwtEgS3JOZVSi&Sdpvw5A`AYmmm*AebdX@TK_@#y9a9T{6RIjx;TPR_$?>K
z|5I52@=i8fO9V<6t_F~D^xGo5wGH&!AdprY^OGF|vj4L?*8klbKkQrZtE%1oi(OX;
z5b#G`U&Pf1Yy=cm*!Vli;u+qA?EkV`pB(z&FX;>1{=Ecd_<f0o)CX<+oqDymS73Al
z0mLZD#>wH`7OVv@A*YU~2FX7-Hi!FwpV~&e-hcW#`GFVS-TAJAM?%Qzn|1ic2I`vd
z?-5kB)PL(!)ym@jZaK%-Mt{EZ`Uj>Fz>D*@1OIt7wujx~7|8MdJ(u7&_I@VdD$D61
zOL+qSr{nK8iBFg+r>Y+gE3ouamv&mK`Um<;S(Op=*TegV_>^Y@1n|eM#^&Y*>IDqL
zx&GUNhx7OOi;Ve4FRi#Zu@#3pJ_f6Q0`v&%uf6RJ0B9TF|3|#GIJANa;_x?i-`Dg_
z{%4jTKwuY7dU=_cRHBfs<7p*gvOi{Mj(P}w-kk9oMoMt~s63ZJ$mTx2I_Z2De5@E%
z+z*}OO|~v%eCDq8+ZeLR0~q{kWyq9z+4O)k;X^5#BCEf1TI6{kd}NlS1cGZQE{z)8
zR1W<%{U7Iy^;Giqx_gKVG|dswT0_5DLsXofXjS!a@|#s8bs`;*d}<#RxB0684cZc0
z*V&TL_0I^Eu93hQ{3kkgeYv%qY2AZ<G2a+i8-SqP#K}H^tix@z!c?21Pn5=5Tw3J@
zv7J2UcLQ?Ez_`%JT;VmFZ*vn1WAsR^aClhlgl_ftKk~w`X1A3gb3l~;`OvRPrYzW2
zKsxiA+Zd&g)+0#aE_v{QMX^;v<7ulQS?E;4*KlLLbhDVQ5sBPPRrNW3hwXN&pRF-v
zy%kPr_5CS7K}9Ss?Q)ssU22Z)J${)C%FO2MI+~<b#tV);dR<!mNd}}8+Sw&cVj!9E
zCAO><<VQI<7PP~NUh>T7*P9+OzmH6{UOMKjfxyN!SD$zVQ_~8!B|Pp5ka6!c%m$F&
zP@;Y>xRPif5!si<;FuVGWy{ao1|sVr4!6zvC5$q<WrWm!Cb#6>y#rB^WrU{;$7##M
z_K}i?%QJdCA#4(9Bhs@r<tN(IIQwKvEHQ*`os+@4tFH0u8DFmjrlkD2ejlck^kh_O
zhd0}DKLeFm%mR)hj?-Wb5R=0o7<#~HW3vFMOIOE0V&ww^NaBqews7*WCGpU8g;4of
zlC~hKBxnaFm^$3cg*FVwi;58%Zaq}qrO0x=KtA}p@N(6*v0^z)VlR%%C@8;(7Qe$f
zoL%61-00F$ydJtWYn51=ViO@}$+69Wybnbjn5ZooE8o*;3zq3A&zW6`X5*zQ<)_ar
z6}vwemXq6hp9nd&Bus<opXMT}b(eag8=kuU_5W<pK}HsSEcXSEUSe_I5(5MUcUV0J
ztUG1z*+_Wmp=2*P^>uujKW6f(215sxmPJ+3iJ2kjpj%s-a?P1FnNYk1jL`bF?}}D;
zmrLmia8)RH8Z&?f((jq|{z@_k0X;txQ7?9yHQb*jdG(XKo76|=UTyEug{-_q3bMY%
z>#Ab{i$=?>=Lrdxb$9Wg6~Ux6??)UFg1#iGDULqf1O=+;h^tM^9<q0mqH}82&^=PA
zRV#%QX3owNa?{{;Sez90|F9MRn0re5c#VeI4*zpY(}X-vwI#v8hkk-x01g{SAoLA8
zFY>a7j;T86I_Yp&70mKkmAczHSW}6U{?jd~$kY1;0iZl9=>ltbLMe-S(0`?4LjL?w
zHTl<Mp4|VeM4ftN8cD;*5zn(Io8l!wj$T48N>k`;6YNEu6*1w}OZ%zGe<yz94=F4d
zp8RqPD|Bzhp0!y<*ubdcnQM8OL`_MfXg&dT<BkkMY(nLzm8ALKwtJVv#O;lkX_NAF
zXvm{CgT9|W_vA7=SQ`8D4EL7HO=8fLnd!E~rzk?@@^Q#I&-`J+w~nLdulU3sM+udR
z>u*wEActUjI3B|>v3>US`M7ML&?3_J+~~8WR)Vd=%<a)1v`xe0uetn68{XqKj57{f
z72u48$+wL*(bELQf<`&p7;o>Fy}&Qs5Ja{_#biMt*lud)?I<7#$GWQ(%WMOGBeV2Z
z4(cR0dDw1G8KQwb^3R+?pw$-!^o%l1T1ur{J@RAxFZH0y1|m137*Zpb<$(8Z|2G%a
z=c(kjfp#bio$vv}gro|SQ9NQW$NEKHi>baBrPTElfCA&Lj(YKW)$A0Z$GOXsr_$bh
zXwEWZd0Dt>4DqP^rgYAI_lL~s-waVR6p2{7Bj3QVkT(%UVkl(Hy7LQsd9^yBRs4@8
zIvMj<x%a^}QWNh}?t8m-bw+7<piE>s+V3IQne<FLo~7G@3A<VK?0>Vgpfv3i<bw?C
zRCwB8aa9LhS{F&ak?pvMQoq{23fnhVNtlqYNFk>Lk@DcW)`d#*b+%oq6_6{bRbP(s
z6)Ie3g4b{dz&|e#Y%<5q|Bfnh;~O;<xa19@dQ1QU15*C5O@W&-DoQ-aE~`eknhAMB
zl@rcQHKd*=1vOX`eQiq8JpU2cM2v)V=tD*fBx!r1)gydTm}A>;;~W&(;q5YSAx$dE
z?2e9MYavkmD!NbPuW_Q~H@XX!j(?fW8m1(}TU0gHDbdzi$!^Q9LkI6L{D-UpXo5|<
z&8X6vY3#NEveu|;$=)?0{2#{7AvzZ(>e8`o+qP}nwr$(ajjfv-+qP}nwv#vg{eyqd
zYxSUqwQ6<-b*gsl{Tu{=7|J^=viYDGzm<4AWNvxw*_eRIW)ZtXT*qYmi@tv<8R4az
z9O}-aSdz|k(cT35VpvTZa}1RJ8DNlA;(@q^fP3G5LcG^5q^NxN9}2=kbdrL3&6->z
z-ra=}bk$7T(>ha!p5@fz4e5)9*=F9d%FHGT7GsSgQzexKsymSv?s7q#ImYGd<Iiq~
zMdhGJC(9XX>1KQ8F=qiPS9$|wy0+C*<SQ4cpOBJ;sprZXd-ayZg^G~>^2^#t`Wvxj
z9@mR9$2Pn-*9J1a3OpSUtl=~NW$MRSAft*VePX(6urhA@-Dj4WPZdke?*801g^xO~
zZNrMQBO{c$5TI=oMC=72BTK*2+hT1Hio}n6(;ljpGVx1xGT+Xw%+)=hD2b6iLFS{<
z7!pGQ<QEDNpAwl8R>>vZW;<geI979mCkaNY`3n$06lXh#=U<J|8Z%4;&0I1hAPhl;
zt3V=mobrb6lpk|Y#?iRbdLPGtA$6tjhWd!eU}m^D7Ryf-P<&^0(v)3Z+AGtK9K;wy
zIu}w@rfua>kSDZq1fl)#qO=Vv<?iyCvk`FF`uI%nX?UnXaP4;qk;L7Q>5&X8!MH9~
zv_cK)E(Lz+f_;v7vNc=PPJ4d#p_A+$YxmZ	@jx)$bD!bgeQ^gw>F<6kPn`<3|<A
zKA1cumlJXuY^L*5$#G?I+*(Qsgi+A3)<LJb05noG@$u$4I_Mfhj}&rgv%wz|gMhNC
zxhh@m?@q!F{D8nQGvb299|UboEP0y>9U5{!Wsu_O0)|SB1dFkO>X2<_TcQ7`g)Sq=
z%Si{Jat~NbRswu%okYw;#}`r^+6@`{2L-98oec&eO@HO?OC{a;(p?!9FkRmuTd?cs
zt}is{0(a-Aef>C(8k?PSsc<+^2~o)Ijb2gNEa7`1!_P_muEuo<#PFzJHYpYojiV>|
zpUm$Lp#&n}x&udvIutV5kfc1@$dLwj2xtehg)$FHG&7pqG9jM~>3`JpB0l2m--on)
zQ>5D&#exUCb{K5P4e8$x(VO1reagzjA<;$eoH9)9xrt!2e);bch`IR-s0N<C|4`$b
zaawc~*jCSha*gq9&G5N%8Zk^gYjZ94Rt`Jk;P%rYLl!F4I@^1niqpN@UAk^u1=w<A
z)wv+{MdmbmEr`HX3;Dl)`^&ONOB#srXh}F-&H*~cs)iwm4!sM!IHP(&6sd*QLY(c+
zwli$R8Pw*M$5=Z*{=vMV6nLLSCWYZLPNp#&N%cFH%Z2bSTi4=)kg-?tvCKWLt5pGf
z8l+NkWpMZ|T=jdhlE$OOo3D-nu>(rbT!fi<Xem8sQB4ukN{+(UFv4;8=@@mmYEEcY
zVI){y>Ob_>%00`wX^6_-%*-(sXLVH@J+Ld{A@%gt0;&nlTxCB4_PXmtUE(E3NXzOt
zR=29qpwzDW{^WBd|M8ty6`{NQKFtPR@)z7r&FPxoo~s7C918eZC1q3psiw=Q&%a(C
zF|peqJK$FMi=$c6z^Mp)XfWa@7>L9MUM7rHk*NP*5@r|>rK`<H7+dx2yU)GM^3SZK
zY;Wu!Uzn!}7W1Pyv71iqoLR2=zm)4Tz<QKmTi{oTF@vMrLhN66asm5TeuTL{lc(6u
zOSX`O+i5@?9~J3BS#<_7B<ZZrU5V6fdPo8$lM*KJufrV{q(*qv&Cn$Dk?2XOKX$Rs
zW{%^KDHr~)#ojAIoBEYhd{wB8EUJLR!NEW6-$%cW;@8_jwGkoH&s0y^wCpfp<)6{X
zj?}c$^N8V4dSM*ptLIes;qtLyZtF~BU03WTX+Z8xCY<W0x$#!dA%Zzi!;G5C2}7$z
zHEM+C#|GC1<|#SHRY1v#iRw4*TXO!u(fxauJN{4_IoD3I_;vZ#!3HUrCREAG4K!`3
zIV-sXAwW_t{XVv1c|0Ss%rm0y)D858a^G(NL!!nj?bgQn@ucrpz1do&^)QAhs4B&_
zi{;zytCM<x=a6;(Y+Z`LNEG8Kk87mTU<l&@30Unq59c4zc&XMX8uli3?2|A{UUH12
zc@ZFGqO=GZ{y&Fa^k0gNPu3zQE@yv0OgO9h;YAb3)3}|Mgprd~Kp)GTeWH7V``Ikt
z;E`jl0wtR!u=Z55=`t@?s}hJB&aU|w4wKGO5#PS>baP$kJ)F2w2*jxls4zA$K851}
zQA&=d8kWR_+k#Kp^jhhhp2P5SFn6Zo&CVafSoBJ&2a4Jl-hI0v+^)TJVY=WEp*&v@
zYa@Fb5K``ncXpO=KYN40i`&xThpkt>+@|Dowg$oYhR|tEIp5yFYkOYC1+^RYW8pVh
zHV2Z`N+H$AjZDJ#Y=uwFq8mODmnvcuFR2Qow^+M4q%&g9{lf}nDYs^cP#)Xhm&Mh7
z`<Za}2nZS(irO<8)l?3jT(Wg@-|nWN&p*Jl%<lN^T@`ekd|d_#wq7Ap`nO&1paaxH
zJv1-ATy064{}`#Xf<@kkb6tnck-%kazHy17#F7uaAIQ6^Y~$OCbO%3Mp|=}Y?UR@9
z@yNL(>c<1_^qaM3)iaQ+&e&s<UTAI-X}|<2IF?r*806-`usz|8gP|PK?TFi(reA07
z(pX;oN$YU1+ik6m-*ItDJWF5NNW7*NDUTKsU9{QN{0MWE!Ksc$vbb@^60>Yas*_C;
z7I&@GRq1<{H0S&yMW<2>AO|KkMF(-(Vm7Y3-BzjKS$)6-%}N`t3Az}+@f9`ZRv4)&
zb`vaRxlRqTz@7MtVTSF|bfy)U&JR6oHv`ixR?!=$?hkz5H7z1o>eZi~=Zkj5NDORu
z8U>PK%kq>Z^hpM0d7;$l!7e?0bLe7nlNB2jO+k&vU;?3}A(BDPCn~*P`=X}Wy1l!P
z91X+C9N;qU%<%ZZY1~$6w=m|eu+ZejItrRuu9>{2-4}2_OewEDR_5L=KOhY?8GC({
z{~9VRT}+7D?a^><=(j?jCFERVzaw4B-&Q45o5J*sKH!u_X3(fE<rkykD5-h|O&dcR
zucJsQ&XE+Da@|P&^@=%FEl<WKh8ACjHJ$ssW8xKBN}{uJL+Zxam%vcvdI>cVRgtkZ
z;)lP}ld$aP?U-Kksyq_9*0WJFK@52$4MKY@Ssces`l2;-)J}G-u4KelVr^QpgRk88
z`4Q87yAH7KlGZfx^R`aQI33-SRvG83Fs<TcfO}KtKGvK6=!EE|fT^O9GlX9{D8Sup
z=6c|X53J||MEDi^RT_Npmu6lZmvK$`e(k}wA7!=}i&Pvvy+UfFUFkM`ly*RwZy!X3
z*%Z_z)l`wqhP`F9_GWXyH{)ibA5&$+CBqys2QvmZs<?B=Y#6J)Z%=E+dr(K0y|SaB
z==Xg+CHYR^(AK0qqGd&$<J&{6SwLdKvCb0&3m9Jx=E=b^q_TJW@a9WPSz5MitIK$W
zU9d4M%NDZSpryITeM$X2v=&&sU0d1cOO{7b`7COXi585;J)jv*$W!Rjcv#<=D@wmu
z2f8=t6x1-W>)GjkCg{;o%Biz^Qe?kt`lZDKgn~?2?MTNkDV0Wg=df>`<yftgW5~HY
z>Gvfua~73b)k5NpXx_4Rza1!caO&}Ea8l>o-D)db?HMrUly6j6j5d#nMY{g|@oqgs
zy-6>fEa#;4S)$)JNY~?+h!ptQle{S3uXi4|u<5h+c&pLhiA%{+V+i*>q|GwNOk#MP
zJ@&8TtSl&ht?Wzd^xo3l`?CK!-wJ?)&BYm{mW~Gf>!fpNHyk8`*dyI5<hMitYs^W(
z;D}r^;-6Vcyx|)eroIUDXwu217+`*ZHMk%+Zs?W|L(j8Nnf5tsx{CVIM2j^7bVu{?
z2xcWax*_f?NcglQ#LaQ!(85)JQsV4DPm--kp{WEx*_d*cJw07GW_y1c-2>hZe$+&u
zVoRJUZpmp9`A0y6Zpx>wWljl&)-fm~;U7CXtFYUH4n1T+F@}eKSA`n1aoC7<#|>aI
z(Wra{Ep$TFey`1rp1t>vhDk@^VGp%UQZ;Q12ny-}Tt()FgSKXjni2@`{^Z7>(-f<q
z&%K9=!TrCpUM%josDM&_%S^x)2%W`M_kFP>1?tYizYz#v&enCkksmYb4yf8CqG(;r
zsbRol>I$ATPTX{*EbvUpUmUaiMDl>badBzc7vD96UAt8<)|bu3=l09bDaI$efv2(U
z(Nn@c<@_*xo^GX4Z`^>_fjW(jN;=3(a`zP8hM#}r-2<Qb6*+$KfN^fZmiPg#cH&ku
z>E@`|qsI%U-_DrHHKz1sxxiSn=i{tc)WWk3LZ6YFkZ}HZ{Nst%{bzmucus$fK4uYR
zmol>r*&{7$@9XtK5_qJ{_KIvB#ys33F48;=V|e`Erti$thqrJu4#+S^6nsVt`XY)G
zYM`hfPqX-RWf1Lco4r20Y%(3AWh-lQ{<|_ngGOT&liI5lu1<PF5liz{#@8d(Pn<G(
zLjawaW|?%t14r+UnM9(n1e&yq?~4#`dpAR%4PkHZe=#}E{qPk?3^UCVjX6{8ogcY1
zzhwi)aU!tQx<WBkLHiGxcFuNo)gkG?nDo=1<=LCUbV>fmjzz`ZQ}bP|`e7P@19y{o
z3UySL7P6C?=bdxm+TMbj(hyPId;Np7#hx>kg9i8oVoNbg)H<F(v0C=OiUpr!i^|H$
z`s#yk_vN9<7KEw<nv;ugkZeup&Zp(Do^;q#(Z%=g`zm<a86i<Ze=S*j^C=#P<!hov
zBtu>ua%HnvFXSS^;{S9TArARAefCU`@pMup<Jr4?P9q+P_k=J&V<l8<Qzr~sfRChc
zG&GF%xHqsy*3<@IXrY`@rTs^UNP!G!SrNInqb0ly9W#}D9(qc8%=?cJXbd*kk)uDo
z$|~!hAozQmOQ7CcN+H*f!$CBKZA$&49@w2>y5MW?sJk-vJpKHEr|?umGmz6ILXnH=
zxj@QyasMTqZ*n$U%$5Ti4JsbWn<Xz=!FyKcH}#jw0JW4rYlt>?s0sR?vd{SFx;Qxl
z96Rea$DQ@+8KQ((i5(9UN?^z%g`+0KCn1SqR@TY2^XJyPtQ7F0<3&azrlEXq{5+kJ
z|HQFlzzi2}TybwopwkJg7yP>)p_NGElN7?4kw}_;<N2x`G6-e0xAs}C<rAfTi|cMX
zLt~21+=e4x^M80B&ZW#HjER6=U>Z@1p=bs3pamYR4kaOd@-GPiDUiG4qJHt&@%H%C
z3G<)Qtj5GgZ=fQag-1Qu5KWH341#CUc#4}5WvRj?a|_CdG5>YP1sDf<P9;4#OSOc$
zD$Teg{z@q<qF}eCJ=9uixB7jUnyHA$U-FPV_$wiz+faZk-ZIk!rNm!wex=r8A%Saz
z+<!Uf@isOArOA5PO)4r&h>N=W9Xs#yIzAr@F-Nb^iKk0arI*{AHo#Ed#V#}ga!O5)
zxBY|BpRP(Bh%5vKzqR3s8Txl$f9_%*UE$?h-o=C;dI)-Hpn-GyV?m|o$ZZ?7C@VB0
zD+_}8gTQ%E0m)qOb@ZX6%6<F)4Ps@>OxzYq(Idbw_OOK9A;dljx=DK<NNN~uuHkzE
zZlNZ1+;mp+ad>@si`CgqG3=CaGLM_f*pC!BNDmBuJ!C3T8B)CRGK}bq@KMwedK-Tr
zOxeFx_h5Az_7c3`CH|%e%l~kNC=RmD(5yYvX)KikC*SbXNgbhIamZ&qglgJ|nOT1$
zhJuo4E|)R20n~_)g5i^>L{hcgz%DnOm0v;W|CNKbbe}MM$%SmoBA7<<(!SYCtmiR~
zCaf-Y^}d*(Sj8P)#yK0N2#i0KeJ=ur6YjMj($0Ue!1DmnO`O4h(&wDN;jy$51wCWU
z<3sz$5H-XVZ9Z<4SZ(-+p{{oVe^uErA|@2Ck51X+F3m5n;Td*=3nXolu+nr-Ic&+%
zLr&F=|G0^+Wbx`^SnfKRC*ioa1m?_kJo5q?Zz+w#v)HY`7&fem0MCQk&oMYTH_;Im
z%z?DY)rsuas@olKf|rqWEvo9{QUUdh74a6<Hq#xHn#BRxgqk)qm81beImL)=PdN-y
z>){*#B9Sitn&OM#ys!paRiZBXV}(!aCit0|kRnbQfH#$cT;cAJe6*CgtVW+ny4Dz~
z0RPyUyPR%WSQN;i97mLc^-C2~^6MH=K0;o)^FplbEVsy;*!>~uBnC=CCmuZ6g2O^9
z_mkrM&8D*V7r`ZwrQ7+uhHE7edf1ucw7AMTIOtrJc%fwm*Di84huj)|;NzHH!4OT?
zUt<kci&{Z*Jqm{q4*b?`%*7rzq4+iULnXrxxk<=PRbEA|Rv@LO87ADic;nf*y5`4T
zWrk`EfjGlN0{P#E0Knp?<@jVM9uFhUv1R<_$g<99knGOj+S2k<5SX1zJlg%6oIt((
zoPM7*|D*07GGSi}5vh!Q8~r%7DSjPIVlo5vxeW7#TIOgZv@X2cf`4b>%Gp*b{OB5Q
z<9=DX#(V^-l-#NE_HV!`UtxtZTTL}X@jn_e@^zFLKIH)#y@HKUNMDU(Ni`Ur`Z{k<
ztA+5=id05#!6ls|Tn->A7A7P<{RLVIZ^|2rho89K#FKTKtTe^QisX!^*I8;G3SuJ@
zewbfT?Y}oR_W-r5ZDVqMj3kXbz76ca%B&QLJmRz4W7nQ{N@cKrf~7=r%d6S%yqeXN
zo_P9g%Nz?z!!o+AG_G3-_C9i<;Gb27Iilr`=N<XO)stJRNrgg22fk?i?pb~z@a8uZ
z1AlR%zzWFDTz}1M7v3?CatTOsnX#>b7rYb;jN&Q_VoN`0dgY#0>2sS+^FgRtws{30
znQy7hQq}$3dwX&7zr&!Z1RJC}=_}({DIcGk`+)6P)yVF@(bx{6Q=Qzl{5z2D@N8IP
zS(tv@6>59+E75jnbJoEw;e?QPbp(>p61DwKb|3YCXe&CZ8iWY8Bx(^BtJ@yY5kqh?
zSjG(XYZJ95GZ0)Je(TfS1Rs@dLJM0Zj8%O-)C2FSy?8+!b`*~eyH@$Dphve3@7z`O
zeiT(h_jbjy?})q3+1kjPnd0JPa7t6O+B@t2=$X^0QMTpu7WBf2n%|;3EOZB3@Kloj
zr*AsZ%6Z_CU~yl3nzY2#ql=+AozWkrlZ<5X^-}9m)W+I{qqN*-g&xq0MuIr;_d1MF
zaWUcpQ+Hj8^l(fRzO1nu9D5ipapV&hC^J@6sk6~XYO$$8%xTDk#8-cw4?11rr>NKv
zxOFyX<mEtR&)Mcd5VOZXw$s-fXU}-T(bZqn-(&Z@Ik6?GWBHE4Re{k#)ZmEp2J3Xe
zpXu<&s4K^1=>B1lEa@wrOKU)I9hEKk3%=)6@`2P0gHO2Z(@8@5#QMrB?uN)!GToK7
zHv4>feoLv>sW!?#q9ve66tjUKg#Oy$oWw0zqhw>25#T`QoD>f~zR?D6hPkq?JV3oE
zF?TWJRT0)KbCw`*Vp(F=A$e{H_XR=fXNTmpz9?R0uCq*4?TOlV^tq4ON7d5thYfkB
z<r%@;*BJTtEKzcZFeyFk>(V*;@#x3F@0wBJB#<e0aw11&QdE8;MKe2=#J;vf!@G|f
z0`&DZ`psX(>dj>ue9X7S=<$(l?dQ+F-FVOOAU=HmGrH_LUp3m2&DC($Qx*NTQ%SPy
z;tNhMQbE2<K~|{T-?RydI#I|k{F^trvo4>=L`<r~3?1({P;)(y9>w8}up8FycX7MB
z0lw0dpK*3nbIM5+R?ddy=pm|C9+k7vnA+sX1w`9dn_$mWSj4|do0W#gfZgB~xD#_l
zf`~S?m%*L(ZHPH--FIsaC5U*%?h1qMMbIyZOO~6?|Kf?ow74DbYMWT-`P~`~Q9wyf
z9d5xUl7y3Y$+yhW;<*35z1>{yGkapE79eu83#ry`Tw9u$4YT!4n{M*?*jki$5)7DG
zSb$Fzt$AH`_vvDIaQZxScOm5416^(B3g|bA7g;$>GFvyGyLB(;W7dg3Z7$?uPSW;e
z3p(^57l&SB|C2l1huSRYHQrobyFgF&UW>4E2624wA+C7^MONO(p!=>iWIg^QQ>Edq
z)FdV;B4nbLC|sg1U1a*EY^bX(xwqxi!tW1*kjliOu!KDV2UC-iA9DQkx4+yG;0pL`
z!j7G28~vezg$Y(j*aG_8)B>IEbk4y1n$(4|{9Kg#VX1UC?l3B6zD;zC{pZRfYM}9v
zz!Q_|)$CP}?tqg91XtZ;oRIZ0fpNK87m|mg8827vf^EAcduY{m$<b{?<&brrwISFO
zQeWJp2M3n%s+5tfV!mdT&g$-BBAqL9YVw^XQOgF>^(GRI$`Wr0Jjp&G*1iR}2eX$r
z1SVH(8dhRwze6r)6nh`Cq@wy}X68o_?a%E3ePJe$CuFsP!%=#--U*+pBU`}u&fh+-
zUPp*6RG~@JxHZi~0j%GxF+6)0(mnY^)mNSg$?_&wwMWytL39?IdqwspZq=+QUaZ)!
ziG^7@2wSrdJ~esgK(pGLw)fP!0g%@?x%g+vN4=kFR05E0CUOcr{#pV?aZM{(0z@uV
zk~4@45198FgmPcyh7H8<92CTZ`s}*>V%wlPTqe$!1xX=YRynX|aodS)fd3TlVo*Ch
z)?0pbWC{nMuDOp@k0%wVeK%y-!fdjB&<j|OcQ}s}ty8Z8;oVp_ye+^wbNiv^HzcI7
z2GXe;c|K~IjAz@mj3Q-}TE6ZRl8KC}OZvH$;eC9ygNjxgHqxk7Jh{}z7Qe=LAv|gd
z7<2yjoED9gWjc0<UVPts)#{<Wmz1CTyZ?X~1etoZhM3hP+JlcGgT4me;#1g(60=rz
zuuoZGmU;p&T>A@&^vYHA|M1MP{r`Jr*#Flh!$QQu#>&O=zsvuz-7w0TJ6O6|{kOrz
z&iQ}2X6(9L-7Mz*Ydmgtx{7ulc3Z6lnTmE>x9hDu3Z8KZ_FEQ|9|32%U%j5WyuA&-
z+AXWq`b`!!$|W{+4b;-)`1pD&J-I>Ean*8k-9YTp?(P~K7#KjXOP*dbGR#Qx!z-H$
z!rQ~><FNA}*`Uio3P2hh{enmuUNS+MB`KKWn~Rg^LZ%X5j+8=6v%}k)yEtI;Zq2T4
zZ5&M?_g!6Guw7m4%)#4WS%8bb5MUsBH9<hIw!B0_a?;w863Q?_q^0G+NgzBx!W14r
z=A5d$wyZ(jE!gt|;8L*lPGG>-fF+<zZk|lt-`Et`r9Nn`cF_Ndjno9hy$Om&wk%GT
zhPDEXVlsVc0)z_b8r1zPxPz~!@AWGTI-{rm%gzfCboHy_LGf#w1*m)JQ%*Vyq@(cC
z&<N^i$)fE?v$DPcn)_zlF~g(71J3<*>U*Q9LIUVfeiVo&PQ&rtinIdO+NqnN?UA
zCV(nLc5U`_aRm<nf=M_PN&?+C-1H5q{(bmHTpr%toW1(R{0>B7sipXhB0e<wNc5xo
zb=K~Z((whENvqNSUD!fDhWJj@g?%q*Q3lG^?b`S)<Gm-82WYFiN<#A1{jweks(!qA
zO`Ev5ESlIn|K@=GBFJ)Oa%b!EYJn{4{VptlnF0C|0wdGptAA63e}_&2Sz!7<1Giu(
zYKd$Wg9!esk4o5y;oPql#4jc}&E@&U(D>*egwglx1c=ek>@3W_#nHnTW2c1!5z_p?
z%U<y>YsRnjFK<?mkYXYB_vN1wY{PQ-(Ybq>!05v)8miAMYE$@6a*g|wiCtTMwku&;
z*OE}#Z(jFr5Ja)!3nJCvyjc6JE)A9xFrveSf@rNpsZjFo43$S3+276?&a}a`QK=zX
zDS19$R`Kzxa^1E6+%rbzozSn>-Az2&XD+~O)T>%YF|z_x%QeGkACQpLI-oYsbUTV-
z`vm^<mvQP^3uzVeQ@59GQ6WkA!?rSfq*cX}L}j5+J0U%gDGJR;IMuj=cSVfR4)Q)~
zN)>STaF}T)HTh4&E7U$?_$%GGRF#kA+!;frI+)qF9#o=Gfeo}HS@6{H@B8$1Za{wo
zEAwDtS>+UPZ!{ZmZ*w?W>7f?CMxRy9c*$zY&k$@fH=s=*VT-pe;G(Fvg3D5Cm9}#?
znj8tc>;5$bWGZifwWQkz%d@_|rkkj;<Dcvvn_Q0FDok2!ctZjs`7w9LZukonf#Nr-
zMX1LAy+uK(@E3So*ce;7nm_7_SGKpG20!*xoOSxtuO;wXbVmJR%m<c(ZoJ{QNY^)%
zJ-a?b#Xyb3@SNjsPB$1Ow<>5|Q94aHY%t~wG>kev9e4oTN(^O~f^yPFt8m`o?~+Ja
z7o_EZxm7S#C7~#>6=wvBi%)DK8qqy3=c>Cj=aw`2CuH=&9hoqGzCNlwdJL=5bR|Xw
z`d(^0scUtu%?*bQS9~u~38lmjM<F)GFgat#$qFOQgqbq_47f_by;5?CgKNAm3TOCI
zJDS%x_xO@f!;dqg7RAVk((9o$%6HjqQD&EMc)5Dd3mP-SOCFUN=Ek5{AFD!Ky=i|;
z*cD;XGBVIb=t^|lCm7p9KOC)68CYB~cD_9lbPMKd)9;Mud!Ok@ycl}6X<cOj3|dd#
z_TRf9TEd?HX^m}GNKC*Vm$W=+#xV3q#4Z$^Kq9Tec91qMyh$rM#MmC_3zpX)hjJkU
zLQ-bE;$UDO+FnA88<E8AA9ZTDc|Vj|P`$$G?6mPb+Yo|dbImm+^^%J$o4PmM`ACX@
zBQ;vif#?sk6R`XwyrANhKxwf-#RKmUfXFFJKtY6qs?4DG(2lwKU~+4d&A8UeEGu7`
z$H#~<n1oAe4RSq?#cL;%+y6me+hsI6d5#z&R&!&~#~Zag^$!0Lzux%gi~KO!5Mh@6
zC|Os_!ibrvn~vMG*Qe-dXvS<pr{s=BEEoXVosR)`wa}}|L*iYB@MkDjz*!Q~My`Gv
zQ(@MAH;|6=WRf3qZM0$2r1DyFpn25TM0W)3bM#4=c$v{X$Q~f^S-U=45y=SL^a;0>
z&YgNY&ROnR;vqSLBqh4^mV0FGn>=+N{?x|f&Q#<}K8lXCrs3P>aIL>9<|vPPcbv7*
zC4F^!U2%YnKLwa{;D&&1{+MhJWT3ei(RZV)r7yux@;cco6WDP85V!4k$wcn|B@cyU
zYV?s1fiF((0e-P~`-C@F4-D<Dv)<7qGtRHt?~d!_{rsOFz!kLAIZ3B_$$rlMZ(VBo
z^ps{r&#|<=9oXCV56~_)C4I?FJs_H&`xJlv6$fpuORUTMqN<x=JP)BABsYkINFwV(
zJA+moQru#aSb5~;<%QGntkroL7pDiEdHM4OTzTQbI5Xw&A3VWO@wek&<6=)XfTtP9
z{$D`CuiyOxyE_DF##N=08dSEPn)_V_57A3AjIlstY7T9|X}6yly|coAA}UYSjdAFy
zgIWsCPyMz3Ii}_*3(gwzU7@ki+eDC^E*Z$F;?JDq&G_EqS#>s+0P2|WeuE@@TOEWM
zG4xzn>SkmwA1eiOguMI<mvzr=QII!evJTIcsa<(Q^3ZfA=4R@llG0l^fvxVy;Kq97
z_Y+wsqoj(`fhD<5n}CDKAtweOZ}X`GEbCjx<;dLOb`U=3i$ex{q%=3cV3GI(ij~mQ
za&5rok_MAbL1UC={%OpaA93>*Uo#3L3m;hJ*{lOnfQrUN6jT@8%BZn$RCuDr>`;ew
zUr4H|(<_W@{fl5cnmofg@Zd-;4{Kv}9%DypBt}$!t`kdpfB-mU8?QL1`kb~`%eK@b
zaiwPT*N%M1wMFv-*^gQ}c~DG0h;-~N=?>F(Pgg-0l{@}RcbzPd;dU8C;A#qM1x!EZ
z$#)}Dn=~}oOIkcgeXVU&J#2vfURO_YgW15pqS?BxbaGZ-#D@G8A*kv!@fBA59pV|Q
zYZh;v5NGT(6p|s0l<Q)Ig+0Z>u>V}^2ATT+bL;r*jW;gBJ#>F0kxU~R`3LFuAedP<
zW#|1MvB?5oT!7MPmtNr-0g}IwX=eZDd3cquem+=VJP}$EUqAUUG^v!-(uCMIJCjjD
zBA?@wL1RTFPzqOH2ftacMv{tGppkMGB@xElfAQFAJbAfx2PO#u4DjWj^$nfKayoaW
za`G8p`Ye67T|R!k#*sBfHAgn-Fj@e*b`~87x=C6?EJJ*J$`ws7AyC)s=}_%yozS8-
z6A}e)#FLz0#)m#pLx|0AMa5*03zx+%rDG88DG{Yt#tF;vw?`6lH0EWg1CA$EA==nw
z>^(Jt8y_MNa)ouk`g%5Tx=kh1qQ>9QNh&eCDbIGsK^5uDmSOqeC>1!uCa>!nWsZk4
zl<0ha!>R{~Pdm0YvrCN&C0bf~C3^b@JcS;Q+s2Wh9{LP|v0jb>y$c#r7wOWHQVriW
zf`rVLd)|OWRstS3dFv_Ops8?`j~sf_7u(5eb;LhQ3lBv1ak8gRV^2Z_A^u$ag9X>`
zXw_fmQT&QXr-($c4g$Y%^FPEO&D~)=dB|5XfaFM!Oz!;gII@h}5NvTOG`XQ4GPj<c
zWxSM<qWUTha$Eu?;wAk`C$8OFkaP{-eIj>JrpsQY(28n-{glS$lQ#ExdiyRno|p{4
z5vpj~-XQs5JIMdTRLl=vMGYmyZF69PSUZg$>cYO$aY$}7k(&=%<FuKaQg8v$l8xY9
zL1Z>1d()3H{hUT$%L;wr!t_4OdZaq*3VU#h{Y3JPbX1N^L6D##ob_VA+E<aDQs*j@
zROy=*>WME0{D(R^4${ac8;g(Z<i{sCItuOT@UGRqC!R%ep;4bu%5Ty0wJyuMd#Az(
zDlT(cC<``Ob#z-Y;<fa+bU}6?GW?%i3B6x+SGt7(tqOaM=w6y7!`ZOUZ8NBYTan)l
zfU0~tq;~0zX$9x179-$jQUNzK8(f+c2bMk4gBcuZ3Z#j8>&`DG{3w>?e}rMJcHoD;
z?d}t1t7(On1Jifx;=gB-xQWe227bg_DMsk|P}}%MF#>;jT*L}d?%#uz_3asqi`s+R
z!-jHqL}~UDw1*NI;g=<zo}ZNGnVxA4j5R`~98EvYe&Cy=ahLoEp&dAC4RbF@lWH3s
zjM=xXk^6&{WFFC90)Vm#x{M*AvfY{<rj0pZ3L2n+nVCG6`y=a0I6!m?;)M<M9a4YA
z;kL?NC%+DYS?+oF?7HAY=6q)4-v-sxlPr`M|JJ#+7bc%c@iMmK>|DQpn$ULfQhe{G
zURwe?dp^VO=H}0J-v1@9ls*JVY<G$D-q}}9*_UJ7mbIGZvkd5W#a~GsfWdA7x1p~^
zpUF+zR8P9~gEMf@CeFqeDV#i8+o@(c1#+eR8;PIY+kBNVpw|Fzw-8`N?}C)!?QT%n
zo^bVwi#HSnOVnel^258Ab0y<REfN6gwn7(J?Z>J3%AX?XHLr+K=F$#634pp~8!&sp
zn>kGD^ny3-VnK8*+C_G^tnyF2SK!YE%LV@|Q@MM=UN94{P`r<=2V_b<j*x}mG(XLL
zQ_g*X5_jleC<GATrkc{LaEwt3fiy=fu6H5{<7&nXBVQ*kGChd>Q-D4mZ6LqSc73Wl
zsJQ?l(0jVEGyW10Q|;-D!9u|e;VtFs-0wSBP4;u3?yps!t0=?8&IeAmQdRPXF4mfH
zqHg8<TWrMq+y+JS1EO!XtfI<Snpr-#O<zOke35EWPQ`&i!P%)kC`xP_ItfOw<1?`O
z00TzIe*ImoTUT{oPUBS+p6@tkaP7{Yr-2@y9+dEOkGi6rUNh;~`nFjK0*jV7&K;iW
zHZ)C1iss*a;-hIB1>ZDJV4^^oxQ8$sFRdN8pRoGhOoJ-#T!gUOfF3g)QuOuSBR_u?
z2ilc{YYh1I@@^KKw;XUWH}V2s{lX_{r8qKx)g2_-J9-{7BR1{?AWFq&XBA_3(C5}Q
z;4LZMb+-}tD2%+@pfqKu?D5Ovh!DD2g*76fwS!@!9wy~OE1_H93AIzTgPi!MGn3vp
z>+A24uqW(|8@6Abjl^|Z@V_RG{`q}Hk(Ie@IzBX*`TUEzO+sB;YGf~Q1f<IO-}!)K
z3ecCS$By*SKt-GV&;JGoOA)QBO^a3KtPJDaBpK`TK~{F@3=zPVJQ47@uT-656sTva
z4cPD4^+GTRVysnpDk9BcRkPFV!vhOWdW`10S8TT~mmx99H7(IPgg^wCr>T2&(#n*B
z?Qn1a`CrceTWE9qlT+5UF=5UqXz}^ap|p=0Rwn>v_dqgBp<O8jFEH5tq7(Xw{76DC
zxUZ|`$(8V92%%S&h`64@n0NX+lM>Su27rZT8%8BDIBa)%l;`l_f9VXwVjTeoa?@$c
zq>p@;XJqo|cLCIuxaH0%jR`C0`0k}SE0bvJp)b?VT+@m>GYTByj3uhui43$=#;p9J
zEv3v_KyMF|ZOVML4L;&wdVr17=68ddX~x53O9T3S{%}{ZH6w|>I0!^^oGe|}GY$?(
zq1!b|4DYzk<`pQ6H3e9$lOhlmm+;%73#yx1gzUQaWN+aYnCbV641plL8QRXz78(S&
z`M@t#Zn9RuP+Qs3&gEq;`{Up_9*PE1=4MYJbIRib`(fgdBDoY6)aWyS)1(xx+4{7H
z-^2sIdtk~<^1WaQV2@a@GC}|P4DRj)<?VDNJe;A)P_g7sbkNgMNGusM2&7ZgW28XU
z++$4*vhO`v3O+jsj=A%_wDP}>vZV=TMHCvYa%~sGd7IuWFX9sRG@O7f2#M5hnL2+|
zwHs|B3|Qp>;c4FMw~;KBV(?xj`{gj}GI+5EEvsOhTIh8&uy9eVe!rG`>o8Sm5V`;=
z=#wAgy3z-O0e^X5kA9oL_w<l|7F%Q_@!SUSwz}e{#oHzg%2%mtM0f;Amt*Lve$6%K
zUVf?mO%m>If(Jt#K5RV2;QpZtp8&tAps~}v4z8aFKzKr&cVcC(j=0X%UWtqQ#rW=k
z%)>$Ld{NW69|-!=PDBM?{LS6;Lo;s&Z(24p^isFdF8ad1u*0_dp^QS#^i)r$ZqI2%
zfFJEMiCcMV`P-8W7-K+Zm5tJR4j{ieMw#vd>H07Sf1|sT{pL}iW{NK4tpu0Tawa}V
zS781*|3l#M5+6MNn~KJ~nGFL>SygDWm+H>v9SqCgg<l(bdG>>F!3=6#h9y514JzzU
z2-QKpZF$FyG-z`eTq1E{78E})IZ*Ne;2s)Rle^R+p|1Pb(6Vzel;f^q{M>Y|&6}u?
z|BS*kB_$#IjSZPNVrL`X9d!1!x0*{x_3I%AcU>dP!udKgQAvanR||{QK;xvQ;n-`G
z#sS^j2=+P2x4CEd;RIQ4!gMMUW{{ThDN?O}tl4w}5H|H+1l3#(Jc;p(g*76(u~c+M
zUh=P7KExCmZjzSDN0{w+FODIDKk<IGn2fWOH_f8Wm!~UW62a<z?~=3n-x0Vp&Di+!
zIf@j&_7<d1lb=%A@K>ov<7n2XsHDE#y7Mp9aRdh-DJyv<%<v1bxLxvu>|x(+qgrb-
z2kr)uzC@M01cVBglIjE_zn5l;Q|4o@NP0dz0M7d*kkJTFOfCpEqfmBC7hK(wV#?NT
zOSWTBrLQLsjgaTgZ?yAm%$c`yR+Vs%y9IaU-ejtJf|NrM`>2z?6TlCkFrzv9xorBk
zD|OiB=G*Kk8V94_OG6_uO*Ct3F~Y3hx8HAUoL;E5`(579C(nKNPcgGu9gKu?LOwz{
za-SwZRqq-zFO>SchH|m9TyE3uw5@vg_vGdo@5DmVWj<sNrJwQ;t?FbC><AAkkfX~L
z?`FSNbUh=0;{fn{aZz@}M}i9*J_63&+`Yo<jyYk}?X;u($bByM=lORZQoOVJ9u!Hg
zK0Y?1B7AL7wc)1H<NAV}G~1*U^Y1GA^%qCM4`u$}7L#p_6HdAdF;dmvPqCWZ!#mv<
zeYm&NHVm1gyDr>CwosfJyg1g}v+g=CsVJ^YY6GWcqr}33N%Ujf)e6qt1FzXss`-qz
zu~VGF;>t}dOMCvwRe}UkY*iz$QIs$UjmJ3wT{d8h49diqFyq(3p@$XI`O^R0fc@e`
z^l~mm#o0gz`t8(BztYZdhp`+}@`)0-^2+dOOIn``bh4D^sakPIGtq2BG=iYv$35|>
zr2Q{b67K3jsP(nV_wB7sma74zqLtXf3cF$c)=uz?M?LljjzqfiwlIdZhd{4mkPe_1
zKBjjS?0pqVDJ-=^!R7z(!308`|6a7)lz?6@0}F_+x<705+9<<77DVKqeC((m7w;!3
zHY!oSKZ)O>E+wh?Hw*jO%1g#dT=+8drF|uXURmtzxRStK;cTTaeX;_3K=)_-LgvlS
z&*6#NB*J{!y<3L^_K;ohZrjXTrp-?=*}}=4l~xh1hZj@OiOrlI?(+&u7tVFQ9wiWi
zzuG$0^JgQ#$Iw5kbdrOjIIi&P4eM9xk=A%EZqS!*v5lwKS~#dLpVfXAIyx9$i#s6S
zwUCVXvTM(%Yy_OhjB^P_LRS-SrrNR7q99fU82W7LumIosM6VTOd2M#>k@V+qUqy>h
zJ+^tS7zRU14m4d+-<9}t4e_W|?kCr~fEdcLL8+9in5U~~^duMEbe8g$Gs#3zUyM{y
zhWhb?T!dE$IEZ&{x>&Pl^(2jJry}n6LK(I+z%&liTg^tM%HuSe$4%2~6nU+IkNv>%
zo|^<7+oU&k{gh`WZ#`g7lR$<%r##+C{t&kA<Km+gv2>Xa4A`dQ-n%XT_)jkSPh~R1
zH0P1(j3&6TOS$9s6oC@4yGQ)p!p!w5@dOrDavVq>GLEMt3Y46?tW|q~nFU?#;2{?R
zZ6eEtR$@lvMG6Iku4PQrY4B<iQe+jg0U1{c6DigRs$^Udr9>%$%dUStJ*OjE60bh!
zR`YJ0lGT5h#O&#OU9;)c+;rHkb~VgbFwUnb#ps}dU5llO*1(u6o!k7fi_qATCfi=a
zTg!#>?!17rmZ5P|T7ptSP#Kie6mr=I#g*F!2l-oyq^rTti_pwd0;!yj*(AjP8q^1*
z*7X3WiS_;n<)w-W$xP5$Jd7&4(3<RAWCYpmlvw0*13I<o)?232{LsmhzT<S%*HCMv
z$RW=~bn~V#S979&9lIA66BZ}eH<L(G=X8NiS{9{FSzW9zCiZ$WmLx%;q0<19<kEzL
zw5*1Ak6~Ezn@odCWQWp*&kQ`@%`W1>icx!1I9$0^JOT6|hZ>x1rlVu<vrk&GB?PJ~
zoW-BPH3)GxhzjnW#qwO;#xr7-4NmX`DKH*x0NZ>T2bOb?9q2@hE?s7rESwK*<-Xg<
z;c-mQ6CCG+JFoQ7jAxvTVc_=!ts?JdkbRU!<(;(Dgo+wEgs4`gyL0xC;%cmA@r7qN
zU<Jo=w6y2Vhcf>A46m=RM#274Uo~8Wt^1hk^3cuJ86_2g7hQjjmVeM~M%+hb$m7Tp
z!<k>tJ@u}bJv;OBA@~M2Fsd({MKh{Fn!j*LC+Bv;0SgcBb_74?eacw)qewN1BnXT4
z4)4G6aTy;J)j`_n6%GpJjai?#-t%<)ZD@&Yhg$OnG(btH{bRK~T>PwJ0|C80?|!#K
zm7Fow&QW3IRRGhaI2~zrd(vz$$oVh6)U!k)yy~Qy5?3f$6p{z2g>}T?g>R|W5fKjN
zfiYGx>;RvIaOFllG}9_oV=7N1L-ELOPrf~6#qd=BGq)|o8<9ct<fZ0ipiyQ!nS=)R
z#%vgYGsKk(6PC3oxtprux^mjh-e%yuy+WPkyUPhMIiG9zT+NMKeYWYe829S(0JoPD
zi*PR<>QsEI$Z*w)Ha`X~{yN-O+8jD({VJ)Jt6r##8*S61W0hx4REyOvmMOJa0l>|`
zty+Sp*jfMz+>|+^MqZ)x=JL!=EG^>J<x|aN*w2!@U<x0<k9EAqfk)tcfvHQaSL#x<
z(Krm7Nu^J1QH?+;?vy?g^XB!<dn%wqmhQA;Ovz$<YW8Vd{$tZ_1&rk}ElV)R@<F8N
zWD0ul9d8fzIAw(HeD=&;=cc;G04=F@+76#q7}h~f8H*;9L*KrD+wKLfWv-TYog+A<
z!(*3gW>gwSxlegq|JU4+D#`-?87vH@=P!iHhc`bx3X~>~)gK*5h}iZFG_bbETx%PZ
zpqd*m)9Lt6uu6+vUKt|l%E^msB9rUUR|o`9t=^T8dGW(UZe^`mH$fpeLw#%SrSxse
zQY!w|pB-Je<nKlwIN_%@f(p5~=~vAzHxTkoETYjIn(?*g-1;;7Mz#MJqNr)Xw<DV3
z%lMatYIj)_4mFvdojx)sv)-Px55{F-(Bif#6iVH##1Y|bIfmLFlQ2e5Y>uVHZ-Ryh
zO~FIxh<-euqD)0E!miXLOJI#p(9@x6Zy4X_=a6MfP&5*s_$9D(j3yez%{>%e<yV@k
zt-xzspO?<-R@go?r+|UE>7GrUc_4)PHXf<xAA#AZS@XLMrTxI42gv{W=>pc28hO?x
z=>pv?Wt}-egSDl-QqAy<Zk34=5Qf&SC@M_Dilp)`OCGnd;{^$_-wVb9$I8S0Llo0s
zOl6047ogfsZfGVS*#mrcc|9}ullrMZzQZuf&9JPDHi=&rZAKT(EEm$OD*{Vc5-4aL
zik1Q9<o(C#h=$(i8vg>HPzs^>d?C5Q_27ZcoweOm%ZYpSOzfxm3&C66G4Nx<T(*HM
zgb0c}Iz!W8yN^WhAPut5%iBl}*~}2r>)}~k_fVHot8pZ21HPjs$lzr`FX+Tb15%X8
z${SSTi;9=3N<g$$!a=mYA>9_y5H<QGqn5@+{^IR)$A;-bDspFa$@-!?=?~EN8a@sM
zQ~|*DA8drlH_{>~ymN_vZ>{GDy>vQtx&EQ8E{C<J@cN`_hulcmjA!*3P6Gv>r_F_G
zOYPF2h{RvIPiEOO&Rvoe^Xyjsj*)DbVu}v-DTg*Vx4y@OFg6>c3qRcfRF|E%C;z!U
zOSaX<cQ`jnaMHfvIn%Fo6F!sut1EGS)&X@=j#9EnEr<De?dvxCP6cLW46&sPhg?m|
ztkIqpifSKt09^dncZ2D3QoV?+&VJJ9fMI)U_WY4$&{EvDbznxINrvT+Zv%>fL8Tu*
zN=Y?)T<AQ^2Kn?M;ABrnDq)Fg>D7pIP}mXvMVLYc>Odh?_lQWc>RBIDMo(=l(}{XS
z6FO?OsAk}M2#EK7R=JM)1y?sIT={VVpaLgv!nnRy8i#S}T2!_gS3Ue!C3B{J&n1Gt
zSv)BKamJ~bdkm0C==oWF=dh?@wKz&F3qtQ+(J8IZ=&xvLI5%C^2yskt5`=ya8!&J~
zp!cl{!l@Yw%A*g8iSa;AP3(XEki%SFBu;p@PN&wcvZJSHv;O*CXR59`F;)5k{8)B>
zG$zm@#Z+}|u<w3=sT_Rsd3x|}md)x;L`?YooCMvqk^UURW8V_s5Nixe5MuDNQc1y&
z8=-r6cdLcW@gFzE&C2p3JcQx8b2WtcbK2kpuTn#2Izd#er9SYj!<9O5h3{YfrJH8V
z_Lwlu5k-W(+T%5J=A+1>2#c->eTwJcxcDSV(4@R2HDN$3h<S6tnqf7A$3KhWmnpxV
zj~;ABgv538T2^}v#sm0{BN_rINlAhaRraLW?hBwwU&4r&tWw?vt6;RS-7Q75ZBoVR
zYEj7C1=fR}=CQSXL9+%VWJDKVhKLrMhVK(kT0K()irBx4p9W|&@&K8aZYx0bv8aR0
zZA<v1gMmt+eKkMgO+%JF@^MA}41|iX-c@3|*q1?h$xXK*?^G7%qSsX*ExQ=<s~yfK
zS(t;H41Lb>TJ-K>fgPfA|KzsEPJ5!Pmx?%2EbX6EY;F{^6)mSCbK;m-OhVjw_%Utr
zxcZKxTmBSv?-iJ9V_-{BHcthSwl1};wm1W^Vzz>sX9t3ZbCSkDx^Pax5IODVmdwHW
zVVV2!Zv~0eeI?e$m7<3qm2tUr(hp3YQ{XJ~RjEVY-IqJZI|}urd~+yQ2kSZhK*Cl;
z=@uw^l!N0fsQ^FJ0wq4R%b{^#)pK|U&*iM3&cSo*lp`rV)ul8w2lIR`?N{tzWLzPy
zX<b&f@BmMJ=1%>SKm>i>QncB{5_+Fm*q{rNr6C%npJvJZAZq3KqFx~~x@5-a3WlKQ
zh&$UlU%qvWNXl*+({>Dq!LTRP#CqNO(p@4e;qTt)2)ROkTXmHo0nIOlOX|O@wk;OZ
zK12^F?4@F?4Ko|=CkG{oHPL4{jhdc*<?rdJ_+=aQ2T3kjvceS4V~RmB9oV%=7ksRu
zpx3%7Tdzc!>M~_eA}arB_?iKi9?xaWCbwmQm8?4$IQd##S8hu#MLHk*LMK7_DEVGp
z7W9`%WKmsEO+(I3t*u_6HXD77s2BhwsS6QxJ?g98_|-F)-W)C9FtM+sklGCCe16wf
zCsRcS9mbJs`^K2kEg*p+4k9b1PJGYfz4dSMuUnL$r}p=su!%kPP&VA$I{ywig#b9x
zZp3OXG5=GwJRaL$dR+B4h){x^S}w6K9Xti$Mx&EMTmB7xoM}*FT+LSXq;6XHAtjdJ
z`YiZik*hg(*}D!Vqkc-!;K8z58>M){-=9q-!%{V6^|~N)ubSVs9E1OkE+neYGEZmo
ztfrkcm)~kf2zf(1)>{9f;~V^TiAaBHXqXQt;lf5GoP>B~<1fy~J6(}l5F{xy;<?Ky
z_C7rg&g52iHU7W~ttdT82l=PEgiBxO1-URBl4G}r@9!q9uI$FC=-f~`wyBn$z|c8H
zDbR`rKITh7gDzRE{LzTBaZaG=1-wa-MFCm9F)PH=2oH|7+sz9DGy{nPi(Mw8k?^ln
zuvR@Ot!`{OQ&iNAO-_>8EYV^_T!^UZDctSJq%n`{HXWKfoo*uBEa?EwVzD`VWs%~b
zvc<P^`@Tn&YrVZ|;w6@=0t$}-%hwyX(HvAq$6!<IPzx!c!J=wWPbE=2mfH;&P85g*
zUZo36J-%!_CvyJYf}qho?@Jju=Q1Y&a9!E0B+m`64>xhlTh^Fz4-yxI!Hw193jW(B
z6?JzDJtEcHO{mebhkB`bWx|HM{>!L7hk(*U`=z<K$^|wFa61&8)N{Og=7eFsAGyC6
z(c4@UC;#Nud39Ztlm>P7t!Khjt$5VUIeW!XKj7T6)iHH4lSM8jU#cfcZ8@3j7u#|2
zrMV4zXUmWIspe&e@J#_t8bxYD*hs;Q)F-PuV0?*=52+y8yS$G`rkGKl=e{lJNQ1DM
z3g#p^I$YUhmaJ-7tBK7?Uf0_=HQmu|d-&Z-!v@{u_Ds_gAZ#YeW|F=KnMV8YB^~k6
za+p-tF!gcEv^xn5Lv?fcAmmd{n)%o9UCvEUTLy3x4x3@Of+&0zl~;X`WQPn=>H-vV
z8kn{MqZ-!-#=A+9ydBgRyrQRtS;E2cazON-6kY^`)y!X*U;U6w6@XrQB_i67;`vz~
zp8xS5(vyn2wYH11{}@ZX0meo#hEN@kPkq~zL3Z!Bxx!h5Ic{C3MlSfupY|qPu!um=
z8r~JSdauk_Ul<g#Hn)tHOOjz%{SKQvPrSK#)#6PwR|aet?=`Le$YJ|rM`Ktpu9x`|
zM8&gJ+9SF>e}Ve@ZvJBq5PJh_G}691@H;amb^^y@usS1-K&>2BejR_tG1pskVY=YL
zye6SHsE6|S6{iycDz?l1kuAi@;eBb;96orGhfi(GNbuFA_Y9g*(mP3D<+`Lpp3hj>
z2K1Z$t`Heq)}zKYQd%O*NvDFhpb18XR=|V{hVzVuF+5lJesX?w9@7$e{4;6HErHhy
z-F(9!`LHT4ck<smra>Dx&?tn~?MngSL2tH><V2PA&O~Lc7Wbysb-JnmgBw=L$ePgM
z#i-dXZ6sdA5mGhCi^Uwf>*uOC{nYR7#Cm_RQ<aucHh5*q?0dZrv-y_@Li~f@)KVng
zV;K_ofB1T*m{Gc5U3Y%={A}B{ZQHhO+qP}nwr$(C_x#sB>*C}jr~6_gRjIB@_eGCX
zcfC&%)X_*dS&E&bfri%fxH@Sy$f#@c17-xtZq1E;N8=?1`?8)9P$e$SB?(;Gxt}Pw
z?^*GoW*70@;9hqOD{hJ?FSE>3EOlwk{2)LZYM3I;X>V)-@nLinR7@it=^+fSwAj2r
z>v|u^qSw1k$8?5eSvr<NaXWGD_rj-Tn|%$U02+nQj~5`dB*ToA=+n&mR{Ne<`s&)M
zgB>ci!{q$>P(yXwEliOwtx#}w-0Z($h*|d=Zr1H0!<3VVy`S8MmOs08yVYgm-20+v
zJ5QAzEt#hae@`LARhn6?J=q<q1~Ql_zwdWCn|h5EV7k#`Ob$D>2L&o2fkHtpWFvTS
zkow2v*8XnTzrW4$|Ab@7JRyGGlv6rwx2M}Q3sZ3l*m`6swz_fwP9IjI^QP?H-!c%h
z*0_dCQfw@3#8yoDRv!M7`?7vrZYO5+W!OY?3y-+yv8a$41$R^Zz!wBNsy&|rpQJK2
zbuNrny*J)@KQ4N6^cw-#Ee#5%3h4Q`QZTj{rU<#}gJ$L@+b%v?WEQ#5Mx8>yaR8Nm
ziKMnz_VC)aTF;(Znt-_~5`;}j>bHuL!}e`)LiKAi%JjzFD=&Dof1EA#*IZRD2rMRv
z*rge%az5HRMcf7#%CL+Sl%?rel+v9=Wi1#%#*~P(a=;W*O~F?9p{f$FTR=1U;!x9v
zG#A&t0giQ;sl5xzqYJKU3&aiqE)TiDeN7VFO^`Ndm+LLH#{{3Bv9yWP@a>b|%)0F~
zSGT(s41g4Gi6^y&rafrXkk1x53cwa3a<4~1+;^N6fol^HLJ>k7Ii*u3oZS`c6oJWP
z>jLg|elc#$JT^8PCdk*U8}|g%!8{I4W&!&aNwqXrl^J;WL}JVFppKyKa5=%>rCAcE
z%20yI(om(ZP_2Pc=LwK+D7K%0GrR>gGXw)=?QQRKR|eNg*4emy+hHQXr#-n?s?R2?
z45}TT!%ynGSk*cW%b@joM8{vZ{u%i=xiW!AbMph)uashI$#JcPoJXBsS0s^IM+L5I
z(Jge>O+MgCJ75Da$I?YD$UiWpne5Or1)E_>o#{xEZh~sSIhpd$fMbz6)&y8>2>vqZ
zF*=BOL!y`}o<%)2u`S;65m?3{l{>!V#Lhk2QsXA%@YAV;$T82>knJx*GExe!22Uv2
ziqs@Mr``U8Uy<FZoZg}0OWvFZSXxPP=j-r3=c2Gm@5NsHh(2LdVueV6?foe^;pW1<
zzQi#}xgOcRnjH|z;^A!Ppq&u!PJ|O1|N1ZiYpUKEOH=oa5chTu|4W1eSg@7ZHZJXv
zh%EeY_Je;FH-5^lkI<SnqhD`cUPiDdjAeeWdA7ANUdRq#(1n~Z^>r$&E5CU&&lf#!
zbi&lqWgC_-Yk(lo!U{r06PWu4V;=xPqoE<53GM1Nni~gq3CbJ*C4^yO>E$v==Z`l-
zS)cH3L|+iP`S@Kjw^&~sR=`lAYE~9gx4jqdE>?=r@?l2U)k;{}+tJ|A2vUG^S+vN2
zxo))oPc3?HHLdkLcRrH~U6!UM;;x|P5rYK`PVE&~Meh`XwD*)Cpp&yA1qg`g>~eH3
zGePwbm0}8(O*jF&+y^Q-ihSHGCDafD>;h5{>*cL2npMG%mumz+Kf0TdjuKZ}dynx@
z)M5_aO4t;sR;Qyk8WG;Q+U;Z>36|`y?%4}sa8j&-)6t^Y-CHjj?>UgBv^|l@9JTXb
zfGf<J$htW$ei>XIwNIO+ak=(|Vg*`Xd%tq<ciw^2ZGm`cl_6mII~F~8D#Nemwt_81
zn0pJ>EzgjB5foyF<ctTgf+_q4&@X#4tOKa1Q^<%rX9K5tyI-nOx{?~}g5cJqc}DJr
zlYtq8T>8v6_f*J!5Rj$NpS|7#>xv@+uXIHKW?8s&T8^QKVQ$^w<rVr{o(eR`bq@Gm
zXiOs@lE-aOiFsfX=y%nKpP?Tq-Lf@wI<-5m21)=!{ItthP3W?+LD_zy4wR%nO8JRP
z6Z+Ch&E<B;g|eWvkVf7G2%eJd`GyZLig{`|y<chZW7-U&@{qw~MIY|Zdq%qgSyvs2
z&vv?FIHBs<hXb2oiHq|Wd6bbvn#Gby25UBbowfS?OA}G~&U%h?0PAFgdYjo;WWgQ`
zWtAX8eMs=5RgFi#(P*QT*5ZhD;`UZe_%>)l{2)Y)aC*E>;l$(lr}Q&eCUDlaW|QaN
zx7Ul>LYwz-s{~cE$(QZ-Sw_#`JyhzydN7BMr<QlKLQ;AazLyW9g>Qqo*v&zDGx|c<
zqMV=tSM9n4U(rlfH3gFGzyQ3n9-b4J`rU67%+4RwjrlW`Kx^o#LlUh6z}#m-rC|}z
z+r%aVI0<z0Z(!;k*`r+Gn?SEOOXt7Pn*<^xg#z4zc{Zm;X-g&@h&2~dz$PM4Jgh3I
zoQ1mRQs3+Dc6Ns`O-(7?hKJP!@+NHj*bSl)=(3MX7asW9^efy96-YC4cSQdv>AgDX
z6IjnxH+o{bgw-pH@$)iLb7p_KPdHyN@xSKYnv+SCR6;D{`#af36*T^Bc9~PU;M#`Y
zm4AZdGxan9%8N-Oz}+m(CwT&lh0g1j41fsDKC^BkMBny#pA}`q_N~^dHa$`MN}N~z
zO4^qjicV4vt?95upj4VSAne=MURA`P*3+^GKc%`Z(!(Pr7Rbg1lqml=%oyk?@ShzN
zgg<4ik%ZkXd`CK#axpF)!26JSJQeD0an?Y8ysLI#(DUm)1{x~rC*Ee;?CqI}4g?&{
zhF^(P69)<mQZ)~0z}&5EUT7(p1DYKfB5~*#RHp6WFX%xN^0KubgiZK-c>x7>PS-wx
zKhoyqau*jS?|lM<j9o9sY_I(2C)<~#9bN}>0RPg(x&F?}{eWsRV-OO`D$X+l%Whe}
zs%jTjV0qs@j_2+^Z*`K?3Au-1Fkfm8Tw6GaCkcjtfTrzA(SO&ll?dVRCfeN`Q&vZ4
zG=IBIl1edcw(1@O6cBx{EJ&*fC-9d>Nip2dZ#d5ruyJCNCx1XDP?v>JDJ_1)oBnn4
zy-a3I@w$m8L_v?`@=ACttx7hcK2ky*uJWxj^)(B=JMQ`;u);`2#0R)xKB@B9MLpm8
zM^JurS$Oh72M$@HwxiyhNP+c`o_0#sJf>jqcH3Y8!q*E$iYV}SWLnW1C{JFHacQ@y
z8&Q?H4JRxlfkX=(n7h@Vz<&CLrAxTqq)g$dm#}c(J8UNZ=b`Q9L}%U&5TP^NGk<c<
z6Gs_h)@bJFFv|@~1=3xu54NYHZS60;q>uUSlh(@&CBbVyA&htkf*jix_{JVcHLU4s
zc{WsX%^7R=+!@2+H=b%i-TeIIAO#Kf+cu0WO=I1T35F~CpW~7d2s%8(Df?`-q$i8$
zu;4N_oaUr0)o}0a&7?VFhbVsjCS10KQ@6Q>8Q;b_*i;*cxg$a}zjR44&%H#($2TTA
z><Gta(>=Xhgzg1n-)W<+8Vf3XZlPBsgH>JHcbEHQR>3yZaPhd6%78QLH8t{pgo|%N
z5FwtcRQmhP^}aVFaw}OD90Rlp*=9XCFSorbcgO8h6b9)pE<glzS3n&yfAMi3h#3ht
zu6wVMahn_}uvaKD`H|*k2lbmHd-b&one;eMyuv;Gbf~K5!38$#@Mlch9w2V9l0haX
zwQU5?L>(d4ipo>|1NSeitIi*v3kVK2&Sbm<KOLxv8oo6N|L0s^|A0*4zp2=9u|ttT
ze?^!?YsdpR&sGbmPN%A~Pt{CU9tpFy3qM@gt6Dn|8LF!k)M}@@Fm|L}5N%OxAS9(M
zbtT~#I(*7wAqTHW!;3yxA1-a%f2x#jxv8XL&odsMW)V5%q>+yfN|C^Hi+bfd3aMGM
z>-ki(sIwKzgBe<7WzmKX*s<Ybkw?A?PYiR@UbY0Z31*LLvm_9xAUa;?Y#vfK=!dNh
zk;DtHSv@HA4*{2>x(=-nHIM25zhCs}xP(fOWu1^dvtL)h03s3xG=@}dD*TA81vg}2
z_%Mk-Uj)`91^%AMI<V?8Y&Kx*t$e0Yley;#K=Mkm{8>iYxPg~*d;0a#Vz+QBYE#zC
zaY8w8Zc6(a#&w#+aNhI7zmZzW&w2>>PSD`YY@ENl-UFZ#o|MJ9nl@g3l!G?Ku$Qxh
zo#Cexe17b)>Q}`p5qunSq_mw86)a`cgN^VscfIK+UVLvDlb|9Gva{RewO{G&|6*Fl
zr?v<mO7fF4PFe_BCfDU0+}s~$Q;SF8Stdi5-FTYjQv|aHW0n);1(p~ohAXE&I7&e{
zY3B|!5}fa6(zxrj)U0J~JX0%<Ytss(T*N=4!HQvG<vlVbn*n3IQjxg~Z`4QhO>(;=
z`r}3AL5YuQ?wZ&4rS2m6HiC}a_T>F>gVsgWWUiiV1Fc~AEh*<rp6>RWQ)$drJEpv$
zl4OYTHw~0ac`u}%w{!>e#@y!m03VXToGbbzy5d{pl;I*k6IQPm0Go-7K<t?B&71+#
z4yU){0TEU4EixFDVeH$LJPU+OV|VmPzQ3R!O4W___kc%qF+io}F>TmARgaX*ydcOk
zy9*%loSk!EIiI!5zUCdVPlnhJ1(g@yb9-GOA%=k%Hhi<}%8iZ-LRK-J)<ad@(DTJD
zZ+_o^a+~Qw%BUBYK)LlU^TRG1F_qhkVAYB_Gp@&*e&lQ7O|Xf&N6x`upJXMUN3jz4
zIpV0(0FFa7=yd4?9Gis1dWD@`(Ya|N7jCc<Bam#I&q|A)OKzkZHF1giL*)9#LI7|i
zciX}?k#W@FO^U9)#n!>bSLvvkG2Sp5Sobymcq5!zM+dIn5<E_lq|T3UtzwC)tRGn}
z{z@v;MdY%h7oiNwJ9KUqL12gDWljKd7nC@Gj1T%i8kmM|BJ|TdPCg*tvIDYH7lA(1
zwyz>vr1DD_7(#~nhmo#eV<bv)xzr7W2S}S7ruVNcP@ZF_^qsJVq^E{EqtfKAJKJ}D
z;=5y8A>`lAGUn*WBV2I<9JCd~8=p{V$==-)T4K`))Ju+}8OU1o^4UTQ7bg9zT*If=
z#SXfIwzyGPQ_dzz_npeb8N9y!)3w;-Ui4*pDr6OMY4Eev<R-1E7bmz!ImxHnI0C*A
zXYAjv1w->zsR>(*G&91w1l4(Eal;P!R?`3*+BZ2Q)NvUPz<s_K8daN{2Wgz2blH~(
z^hq?OH=hz-n{2eW{fg#}@R9kl!hV1e#K;ZXw^xZ|x?aTW(vX7!Gt!#oF!m2Mx{5Up
zNQlbX{zXeRT;=zVZE_$$+drZd(JLnl5t(P?B@0M)TJ5c#V734``}<jzu{E4-el7P)
zFdd1C58FK1>P}P9NCf~1-XpR)T3PJrEQ!wxwu|Q2hj`H9i?_%p3#Sb8Xp#;X&YQeY
zF5c`$3bbx#+S=`NXoi1O7VdwVsNrfo>M0JQin+!eURzki-MipgT)kZjdy?<PClW?%
zR$2feB@cD|laBZOfI06$*Luw5xT}{+h#9kCzCfu(*%a4fIwSR}Hb+0B;t?j^^}WZL
z=A@K}y;HK9<+}{wgtc-D6@Q&p(O4}@Ywi~JFevDWb|O&ivhNV*Ea>Kd{oJ*sbK7w3
z@_HNcdqT9M5Oa_h;Ptt^CpQCy`=OH?&dFf>HvY-V4D{lEgxzq@fk~R1Y#qcXfii=Q
zKfNT&Ty3IhMNhk$tGg_J22+4mk*h-Bpj{A$7kiZO;%_S1#ATSxuWB?4$#jvbFB=fk
z&kw;A89B%=W=80f%Boe+3fa^b4ZiV2*jz7WC9Kz*T^!1HKGPrB@V#yLTfbWw*5r}%
zandXFF2mSMR&gut6-V4bXzvXzPT!^CHwdbWFkO4gp-rZokh0&7WAi6`2hXaBCvY+_
zx~mWycIQSxL=|r<J`O}RJ+=s)Lvfl+wv;IVjOrD;NHD|I6;vaifTI_d%lG4kFZUg4
zn=5af<x1;EW}Z|W)%(L3z+0ik;qnsa`e$0&x>Etkc?Hyj)eEekdeNo52(o7OQsIs~
zB}uk4{x#F2nm#X;Jtop`@hO&I@qZIDF}QaHrO=-qjUK00j;GtsV$3?958egw7Z05j
z6`TAr(hVj6IiDSubl)>9WF*|--XbF1=*64W*Zw&pl1{n!reB@dPN&m5N=F6+>O{zT
zr%c@mj(;fN@%hY(TO+n6Oio27+!TV6r>*3ja&&Vs;C^CXH-6R^S~H&VIcajM3HACS
zV}N%t&z61vYjnmo3buNk_YX=rUIp-a5%?+ZsS#`aI&I1+B}@U?BZ#QQB4^WO?d?^y
zvp*g(?Z;rZiahIN75UheS;%#2LPkbO>2j#gz~Cl-dkYRBC}Nrbcd47xKGvL?sX~%(
zNt)`p3wcx@eZuxh!NiGW&L_)`uVtaHbA9qa<K?5-1{&cEglL7{(yAhtbg2|4i5wds
z@5clD@_`>vPk04X{NmNsER5(<;k-Wuq=gZEMeaO;@p9Za%SP28Gsf20SuAnLYEqV7
z@A<A9P~Z}fi!r2|)p0VN{^)5|^jW!#_$`86<Yewe2K6kLP`)FQS(pyjGiUL`N2FbJ
zs<@k?jOscACe0dRz<eQ<w7GWcd&X;~e=rJhV^z#_qFDsDyh5<{99+lPIrlaI-y|tG
zT8TT{@H!4`A7<YoFlRTH9jx`us4!nub=O``%I(Dr$sTn_CBgHxB4E3!$a3A*Q{f?w
z?|@*yDg0AKI}M3gc8fE|J!Vl<rRtM#<atRh?K1z5KCW7%%t=<St+t7D(4{M6`3<Mo
z)6ncPz{aZ)AMi$AZ%UYR=u0~{eXFU^@IHCoY920sS0|Jp^*I9AjQWB39nC4of|VoT
zFCoMBy9;K}9z5br_7_bUFpa|1>(`_$LM_m#vUK<Fw|09^up7-hCeq|GKzj2fj6%Zp
z>~J;{i2?aL(;>HFUm32R@HavC)7;Eg=t)F#+dXR=JRe_jd&;_=2j)ti)=~(2KwvX*
zAj?A%$Ho<vA6K$2UNy|-sFbuI`@XGX9pW?(PmD!UX^_DutD~&YngobsA^m(*rpwk_
zM>u%~#bEW0Ez>>!$)xNt5Yd5~T&vOe9RE_S9&$?>G!C9~qW_320w%9z^dAoCpE#RK
zVhfJ5n5TTgI%`1`>$T`|T658Ht)K0oxGVXIp7~harXhdl0U0Vv5NF}GxF*0X;Dq~K
zP;R{A&me7qZA!~BQe+wQLLB3i(S?RSI~>m|3OKbPve(jl*-RoJ!J#DliLZ-n_8um6
z;C|O>-tsklPMeidO%wdvq1IT{Ww-6?GmmCqInx5co8{k;vl%$$tLmaL(2)_2S#>eu
zb<T<*yywdgsPAiUft6dXYuYyICL~n^hn{^mX0Xsgq540FLIZVk2-)YpzWH8QTdY~R
z$|_=*hNp!)5zD+dRt9epcn?8G;MRdU5AKN-&;qin_YC$p5xvCqHc@EGH|eD-P|+)3
z0}p`YG~=$i;tx@?fuJy&giXIeZKLdc>RQn`0<FC_+gBT0p4F6<$WC@)dR8toQ}9TZ
ztQru_Qnc6K1e|+&XIm1abSb3{b#|kP`S-uUoC2W^Uf-`H_NTQuNxc<>Tfv#?yYChG
z>lnPxRfZcgCqi|g<saD_g7bRa<Hf`AN&A4@G3Z?k+`BLtXM;8mYz<v{aesK~wVPN@
z@Jt!k9({FZ8V<$V%{FN3V^Pw2K{pl#FjPucj!w>bC6#&Iij0m;)?ROmNF;L49GF7O
z<lN$CgrR+EPQrN3%a^e$GD_;^Il0A`OSG+DNcx{(i@0%K)q-1ys~-)6zLSjtgVkTa
zo5mB7_x@&e4Z_TV!Z6{Ko^)(nJeH|mZ)|;C_I5j(QwOGu$a`eU6*Nv?ZB-zz>8_!0
z$cyXy#Y1UQK^MtYG?nwc{g8=2g=bLWvc`)x3<c4PN_>Y+F3#$)2a#~o{X%suN>hqU
zXYtc(EUCL@$O-~)Gm>+`Lph3xECE!ssDMDf`f!6u5cLIgb*x5m=k`PYFn3k-;ie}<
zZ`wiz9`<H&S$p9#TrXPJ404^6Zk{vlY<Il(0;r-n%q_IQg_B3D_?C_ymF(|Aa1(>u
z-RqAyKU2V=qsA_lRnm^uf$h>qeIHfl5kCyX=4Zc2osx1H;<ZJXSw+r8O+$+&{SZ+Y
z*8U>SEKBTak1l_&F{l%AesPE@ZaPzmH)>sP;r-ig9lyS~%@nVB@sO}%53T%!3c?qz
z-kiD&@58p1fCmPi3bAyM&2cOwC_CZd1;=v^mX}}}Gj-6#x70cq`YwLXJ-R{>xTGGo
zw+>OzHGl~@KQDplYP?!X-3Cle8vt|$C`f)rc4)EJ6OPSP_4r3>y5+`CaZ1l2QzSFL
zREZ{iFt`1lU>W?{nJk}bWHY8;x6->kZ`J)ZuSALBwBQQV`x9`TGE&Fx<(hug!7E-_
zlZbvwEV2dP6_lz4XG$6{h3uRoOWOW3&T<~`wT41->}m=gM2RZOcP#*ezdy5ub<sJI
zCh>><4gV`5X7U($cAItSDpG<skLKmphcY@`Pp`|)VxjK~n0%?mxVZ*iOh~bk)%*U7
z_G@c($=YwH#JlxLJWe-C*Hap>624Om=+<p5bwqvo^=9jjtFT(njF|{_FE<Z%t;gs@
z(QyZjthVhbwRf7-RBGtNYJY`e*`5tPB6g>Z<!m_L*59C2B3!L%On(?{{-4*jZpY~2
zdE(x3<*>EO=Z21jC@=w)HI4)vt+s4Av6Q3JcTHAk>L_6d4GA;O<0z<OUgCNJHEW+e
zOyDLatalO{iw_9uT;>Y8YjIl_qZ~O**sVdUIu7}$%dC^3AB3r(&^e`p;v%rK%{`pq
z{V4Lw^-z1qfo}W^@HSX|E&B-=RWIOCxFz~O9KkHnp~Pcd0Jrp(FYT!DQEoTI@aNK{
zqEPLlF*qc%iMmdLXHMLu<RTvX(Q3hhVf8)7(qu@&dh0A&6?Uf3-(GWMuKHd`J4X^$
zC}Ait7Kvr(C0F-+pTo+BffgU1V^0uR>HhQ}3FwPKv>m^-mW~@WfdF%6|HKNcS$RnR
zTh~kKtvAIDH&qNTheoC}9G_<ez1r3?oAEs+5p1~Em<2+}HO_zY51!)WdGfc!fkT2r
z;?5x`AXaPFxDIJ{quZ^Xa}xkjAtpkMaWKEaU>-b{EEpXue$NVJJ&z=q52NA#*z`vY
zaydQ;?2#!jk?&8bjKFd9Y(6*ZpFg<zknMmH#|V1A!bSMCdc2aQ(KJznw5;t?QHpge
zu^WW_37mYj^R(7!vUWkk_@z9zYLxJK2Eb`L0|ufD6oY)SftAi^0c`kL9T%jI_0=Bx
zrJ0mOJ8w><jMAFHtj(_?p;vrhE?Ju}3NY)gh4kOC$YNcgn!5hZzYGyH)3(t04HL8>
znunzGvRO{T&teHi<mt@}z&YVwHvj~clH4|BMer3(>sI!xeA;v%+r{N?OlY0u7jP|F
z6`o`G*nPipdZkX%Q%pnK#5G}CwGHAt6IbjzUDOg<EpZO5(>%F0AE67sKm(aVNuSx%
zmKyi=Z|9!Z>#D!S;QAfVHW@xN;W_y})JKZ*D&#wxr1s_OTx~-L9-aDLa|d1}9WZ-3
z!bo+JxS!!S%{Dqx7R^Wa3B_HF0i|q;ULgD~50tSut?{+s&7dns_@J`(?qae(sE+Cf
zZ@KNg)gx>g@hU#2&zBI%LjmffQyGjA!>L$EjDoyfHSiS9!!Pas*M$JlP6DxNx4DwL
zzcZS|ALSnPzkBlfQiO&|@6?T-71b2y6Hvo`-zTM&P*j2SO2eEf`(zlJ>t|*y*#z<?
z9_FDBUxsFnuNx3ah!w~YuT@hdsq2(6&9sFDTbN*!;MSwbR9{<qfC&V^iHQTG-Mzdp
z@56HWe0Rp39OIvgQXJf)b0t)?HkmuPuQjOFe|gBcqmfX-R<FKlvf`vqyp7k0w#{M4
zmbtxXabEhXegpO?D+eXqK=6p2!la~JJo2D>Zk!&r%7Ugtx9t10^913i@P32+$6?bh
zPAGkw2vQH7!E{%ZBQav5jW~dV?ZlC9TjBomq*Wd11CI3VCHd8fe;{e*MyfY+wkr^q
z6r*uELY$6L$%fv}d2(J|gZ3O%jUD(?%;4?Fq5_EOA(yh|^$xnTCrAaKA-lH$_TP-{
z$XA}vwnl&bT8(qj=d&Mu94BW=n2&93c&8TTaZ1-7_h?65jU&O)S)N?v62`0P$F6#8
zD|ZG1p)lu5iQAUxJ^#yJ&oP}q|AMW{s)fh+J_JhZ!O#d!st0^X72E0(ERfx9=*I}U
z?Vb1i=)0mcg==@I#_Vs=SiXuTtWDDeG?DNI(>%M_Dt7XuI-#oGnPQ4ZyTBXUxv}{|
zM+i9`jVoR*{%{$&dPIQYQh-kHzt@Ub+$du=cd@l|US%-1DM!lVN4n6;<}7SnGtenb
zxD^;bY0>}MYlvRu2?H5N4ptTsV-)#?g^c_G@&32L1-}<i<ZlZE5B%3~Sjdr|Ab*;9
z3B#aSLN8#rIxenB<zF0pu9i@kBj%3e5u6ZG?wkPHvWIDLdpi|r=34?3jpn9U9j1`T
z%3oF?lVHq~0rpv2S9)b(NYC6qe>lVM_>a~;dkMsQ5_~+I+Y?0lMA}z8>n+qT*{A!`
z7lQ$7K=NXA`USa<Pa0^iyms%50ri<NA<PKUZNhJ@r*yZ(PhI(SK|VjS<UG1%om}O)
z3_?Sg2}OIM5c*CDvBM{Sd))Qpt9+y@iD9hEzaNLnRNg%12P;+|cJ`jaY#$D&FWal7
z+&a{WlP$KjOVshzpH4kOxJt}g=fc-zKk!vU_a(eBGBM%D$_e@DfTj+pz`K{s9WRxF
zlCKImsgeVse(W_@gAsUa=QOIc-=A0N4&x6F>+AE|2J}t<0mx6qmBCRzu-|7lD1{3L
zs<}P<hCcUA36R~cXz2@Ycd?<%`As7qr*Z;aNn}xel2=@25UVsh@x_nuX$AazTT8HE
zQO9+SKN;S&R1n_gibFmZB}OgobzY1^Naa3T`X>0o{E{-s75HuE=WZgk&;T=Fz|-$t
zB~v?VsS<sMt7z3r3+Z`nCuUZar8Qsx^E5UGa?VuNLYp^t^3|e0MsISeme&%=_A+ro
zPNV58k|R>}2#;wjCV1#J2V5K<XGH?Z4m&rTaKT&hDH5bfSc6$ncu7mlULtv&74Fp7
zIaWS;6Ur(@nEpN}y^@tB%8&dWnJ5GB)&p+|c-=pqWVP*d?$!{uW=K$nG`I|Amlp+)
z*?;`z0B&mF?<w!qOQFH<|FD#^V1c2`0KT`mdzM)_On|`;1ECRM$ZODn0Z&_^9;p+%
z==WeJHxID*QHUI^${C|x7(Z+(k1ivhUb?t`2l1L_nL&v@l12|Ob?9IcEeJ^lRq{Xl
zV)ndj$jx(kOrwim7L85&kQ@?2sA8@0<oGGY=blIUtd^yA99M#xR<<>XRy7r0iR58F
z%xGEZP-kU@KDceAZ4(|(J(pVEH`;;-C$apdpKc&qM*0m{<e!Z=C8y30f#c<&2YW%n
z_yc%U;!J!D(!dY@1xf>YI~HkDV;q4DZE`{3H*lM0Hz{{L8mF7JJ~Kh*xe$=w9Dg7)
z1Ol<s+SE0FpQqE;;AWRR{D^|BrI)VTiOU1ST|`{3dby5sI%N`ok2P15&bbR(<Hx+Y
z1ryKsv{Yls1@(X#iRvJ1dQ~{@Fz86xl!0YF?Ahb6=%yH0vI;V^GS^0+jeDJTr03~9
z`Roo7qS1U9gq~;|l;RaIa8*0BB=f_N%25OP>1FVWUL;F13h-jV<nf!atu5ao!vWSc
zq#J%jr_v-ROuHL5SoT^!JI}P-{39oX4tmiwEfZu|lH$`oa+9%0ZSm0IN$FQnoh&YX
zRXJj;@v*8j4!o(xVV<6QdOBlB*IC3_M3#BP3jVzQ`u%!nZNxMT$vNrqQi>mZJCVP;
zXf}+fT7D`*2d}A#U)xnD9M_{YXcOrOqe~7>jIwCKiz^w@8q_E}VDx%iTh<pP%=d~Y
z7*D<ql@3$pavGPr@>(QTy!w<b!MT}u=>fvMNB%ScL={+^(PUuhX<A%Zqh%W%9u3(q
zx%$>~C&;k+H^@<Pp8&CLKv3zOCV6%x*Y|06n?VV1@e(9P6SM;%wnjKt1cg$H!&f~!
z42_l6m~Ef_zSHQT!~Dz>3ALb(hn5~0eK4{gQ^(U`G-D`n7;3#rF=o}qdYef$3r!3K
zQLYkWKs~}dL}l!8+(d(U*xByKB)#)<KtIEFjEOsalfC_@;rV<*S(5OS4bpCo1G-YE
zQiJ<4aDOu(Tr~iqVgjY<9Es`Sk36~WOUHhCiWjp}j23w-v3OPPJe`hJOqYwhL-!K$
zHF-q=Vw*A}48LaNLj7}iU!ATLt8?=J_Y=iI9HL&7|H@s(j_QuP@1?{)ML0smwa$J4
zl178OZ4Udzcpe??l6+n*zxBlLf(O;!o8?(!xkMk9(*z#{Srdx^aSIL~@PrAjSvaCM
zM+7k9eDS6z8s=Q1YLj-q%k$mAa~Ia&H}_A$VM~c*t~L&0X)jy&6_q{7nM9QJnB{Z*
zJoJTUnQ5Q~toj>GzN)B*vrOoKKqXU0w^|us+gEHHB~>6(7?LV1ffW`b$lU&Nh2C~(
zI8S9sFP`V^tz-;hGlHxpGz?I%)h!JoaM|h0Igj$!g0Fy5`xs3p*WnhJgXTTDDk8lz
zMsI?NOju{p&BPNVJ4jNtY*GLpC{+->DP>~?0{GJ?X!487VlQfE5-kdMuvCf6nPZea
z-y^l{%`{+Zcc~nVT4;>mDugbxM@B#~#7!hB>4>%o+8c;+v5lwsOErPGN+9Kz!I5Mr
z_6C7$(h-w^7eAT1pdho!ih;gtjsZFU*^`-x5$Yb6*ahN~C14RqqP}O%EnX=yRBc&N
z85A#p>da;XcpB297qe;utcQVOQk|*k5Y3Om3p%gmo|8WftiZc{@?w<G4x7g$1^rtB
z#)171pm-7?sS-dwjN8&8YkjRBk6|G3uxh}j!)qdp;E!X=KBh`}U^Q~eZkN~o+z_@&
z0Z(~c-(_)2F>0=265&qD*+V2gS#bpk2f@@;{<>f$;5)8{AfGiz&mqTeP?tG1402bT
zcNk^SJVn+S^#q=o0J<c-2|+qYZHjp`AsB?_uQ<%PpvxTHk5H4yraN%24&L<-5X*Zo
z-9~08WW@Lxq|)1)V+)Aop$LR&*1K8q$;I>!NsPzrd7JA5A62UrVwaW;la|}2yCHmn
zixd8%y+fnItP{mZrlx|=9GSm)iaH;J&_uJSY8ikJ^lB{{Kb4aS$5@Mt)0@|JF$XFA
z4z6{@jL7mc{pM5js)j6k2#<9%H9|^l6-%l4jL}tur%Zgm(G`kM(JN%UF4UX5>OkFj
zh--SNEoX*_HgxKtksN+GHcsJ!x1l=#rJ)RhXcyf5+(650_>Mm!By^a#!U0*-*HpYM
z)@(&9B$b{lCW2uyiLR2o{(S49GLz0VS~GZ703GIQ5Z-kfIoPQn7&a&}OU<p=Y`SlE
zF`PRGm3{n}XCw@v>NNo!`)R-4gh4x_XUrURtRY0-6gRPj_N@vC(L(l!luG`;pqWSF
z`ohk2j+o~oO0&}7Y<$94?%F2wLO$orc{^!`6H?3k9{qMp*V*-|tFMD)2=F8@bWr8g
z(JwZW8e>io4YxjF%WQ`iV8%ie6orDzd}K{+yOfh-++Jj;H)>dy46oF{e)k-+<a&e1
z=Nb;5V}|v;v2eSP6JrX6=QXoujc#%L+n>MK2A$qsWe6|3#5}}ELQqqQXT>Y^H5F2k
zZ$Tn*MPMHhDhZgAE-h&q0ez*nq{{QBvltXXgy6313k>2lqHwf@qBInwY}amv;ZI<g
zjN)$f2^(dHHi5W5F3Wu8ql*2qK>w7-#1tP)I7T0?2WFWKLV-FPb#{9iE&>!j<a=%P
zH)`er2z=ZfAi=9<yDT)fl$?#^EZ|BdVx`lC)G#W1{2XoxFALO{vugHv=<@S0+cxrV
z6gaQy1!hEoOIbjMA%Wl`Oi9>=wZsf8TI$h9QH?Y^5c9s2cR%oQ3=l0QNBT2b`Ufav
zOt<nLHmt_C5+Hq(H{$Z?Z!fsGAc`vU7I@01scK$#ufsW;&zHA-0LgXXr|aQYbGTju
zRpc=?BMu#{iE7or%8_jDI_Mwz|8TM{pWjl5NdC1%ZR0G1Lt_TvaYH(SKpe9qFv0Xm
z#MBf=MX8=7&%{a-10><7EQOR1s}_!O-aVcb6}xoTvP2{eDXzhVdgFQ4s0DHXrKU3j
z30*`wVW6>lpnGa-3@Rw8akMj%Sa??zNlx2yI4R0V2<CZraqv^z<ElELbVfnK41bqb
z0_t8Am*tdSg@Q0Vo<$cT{5NNH=LjM^BI<_bk%1D(_nOE`SF2MOlb|eX_K@bA_Q33e
zCER5x&hb-XZQz;TY_1ZX;M(wd3lDS5NonjrH0Mo-+XKmLY%_>|nrQ+v))=(Ctrick
zxF?-nsI|$EV57s4!N@#IaD(YrhK{>T!y*<8xmPNM`*pvh&0D34nwYa8<BEO9DWi^;
zXR?wfWoGdR;=OWx&WVUPe3swbw56mw1Hv{{tt=Hwj5SvFiUthu*7!3vx=O|pOWjA@
z3BD=XYov4VDnh9gJZCs(-PXHzHr_%e@p4a}L7E1jaS3{8bmTF$SDG{`UQKQQ=qsed
zym}O^<INO<H%-kv0&8U7wQr{Y_iazz8o|(VrUG#}B&Z)IF<m@~b@raI)*LOugU}be
zYq;us7O3ZPr+QYj_hMtSY+p>gzV!);o$r2`o!zDJ%qI`D5NO+iiE{t5YMwFxG@|vf
z*Wfl-ewb))J!aBprUcs(RG5Hc;qpZxANjt-ffJ-mCM?EVdd{!cgJIiVxgzEZBFNrx
zk?!y4073-rLRHyA*@ff)5^nfl{nplwRj65Y9Hjhe7KN}m+XIa~NPO8)6pRhf{uhFy
zaXb_nciME=A2z48Sx+W%O`<nBYhN1;5iajRvuvBT{AH2zu%q&9AAjtVup+Kr8g&D)
z4*thSx^59QCxAX>X%Oio0-nU=MO3hnu8U_MBSVrBG#H2pd|n<aC-i{*Yv8N>uL(uI
zEZcB&X0$s%>+HYxj&)pz>)D(i!e3NtU>$~wG8VX>T9J7u*CSe3>u)xudFrV&dlLZg
zX)lQg(y{b?Milq$zb`<m?1*x=EP%C74Ghv;N@a|hang@s=S1YDlbXL2o*Au6Q8v)~
z`te$@KAAp!H8--&(Cbg|+vNDdzqelGFH?qN#;Cf4!`*a*g!-OgSmhPqRe^pU2&{E?
zx?XNh^5j0FzbOd~^$`A&klu>2kAftlMoI;J?M=<>k7a*M;%p}asn#7wTah+tvjW%h
z`&!&aD=S{OUUV+!%22ic#&{N5ztCi04nAjNpP5o$ywnZyn#h+!WyW*pS$rg~<D&1T
zLd~ZVK-rr%ckFyHF8L{$0Rs`CH$g$Qx8<_bfvmQew)rnp{Bh>T2K6!Q{i3oy)z&xa
zu1e_un#yTbVYD7vIbfGqk~hMmv1ekErJLxoZjjoGS^fe*zu7g+;*j`^^qPOj5!i%+
zgZwo$MNX!)wsm0|En+|?Xsfj?DWJNxC4eEpTi`Nr{rh9$YASoxSxs1#-Lc~-Guq^|
zlh<0@0u=fzX^Ej&G-OE8x#<eL`$jhq*!1ch2hUBU9~f{N>l_R1#Of#Pc%Zj7nN;B-
z%Q(<YCDvtDe#)sxSHUy7E?&OfemN>Dsz46bvN~dP)2RL%^_}?jf%VCYMT-SKj7Jk1
z#!&q5PoCLON}uezTRN<LdDmp}@b)Pj@@bDV10zdJspP{YuD2M`T(I$_R-{C4`G)iW
z+@~S|+w)p&O{vp9&8Ib4ry_pl)$^yEjr1T{EYe*DZN>ukn=<HNeTd9*BXL8B^rpGG
z87C`@_|%DhtIV)OFr6+vo`I(qyAvE1Yv}L_5MG$_DRuaC<TMTKOI-#KQ^8B_57zo+
zFhe$_4GO80H0aYUS*gLqGFLI|06y(Ar=s?{cxYBNyE<tl79oUpw6tifrl*y4mf}2`
zSx3u@B(4IT4tPIy4ie!!C>#dHt1P4x>X~R?4eqkO@y&hHvLf$}<*O{Pw@mOay0y+w
zmG?nk?Z%`O?`4|^O3Z-T{&A!qSf~0mNVy<by)n8vjSvNlO~&@upITdU@CI-y?Lv^<
zUQvT}qB|@p2hmws3>R(yJlEwuX~nQG^ogBETTK>7q*&%p<U-*#@OS6m{xPnj@OWpy
zmqtgd#<}5o1PgWUzm0fl6bzDW)<vv(R-+x?XTc#4b@WBj2DL!UO&W?}FYS2>e*+J(
z?#g#SaZl_o;de`;f+#-`HDNMj^g>({F*)U|$MLQR@M%|J&VK_yzy9h6drsN5dBekE
zU4_H&p0KKXrVYAh|D}!x_F1KL0l^%tZ%H-9ze(n4`lsVSPi$r7D%S)D)~k57`J0Qz
ztkgKwD377VH07MnRVU!I^_Z5G<@<O@a)Z*m>Pztlbnl@!FR8$aybw>~>z;&o8`*v-
z<nxwNqUA<XnT13l)>_@Gn=MO!kMOMaD&6BTc=eJA9%FnmNMG!Q4=f=-@`#-D?Px>)
zT6M`D;~ncnI1w^w<`hu&GXfn)^7~JbB7#Ow+)OB?<<3_IpYBqfb;8O4-$E9br=yFo
z1f);T!-ZTM>K$?d2Ess^;$Q}LK||x(PJv6KdIgC*SxS7=1=p<-bO%`HQ-{V>KEg?<
zq(eQJL5I;cPI#e^H|}4)2bgW6HiZ>MuF5IqTi3WK7c55a{KtQPXTyuCZ25a34^_9a
zbitaJ+*>8_s`7j4k~@qN1ly_#O;Kjo=S2RM(EulCY6MP<KH>Ex9t>A{M7X1@i&y~x
z4vP$5_eP|RF~@`oxXf<X)V-g``vcm4Xq1^&9zaQFQT{ik{g`}?VI~UjH4H;DAEjK3
z;8j2>3iK*(&(6v9%=;YJo(rS}$!G)e9=MtY$M}BZa)B`e-T?ClFURHrL?ajeJYnO+
zDZednp=33;(-m>)oNG2~3S!oP$wZ2eG?MJ&hA0^!lw=3?Z<F6Vnm(g;PcA^1w86aR
z6`Hrs=N??+a)9$5J?sQe5ND(fRbOS49j`MNS~+-EF%{k~YliFk&)cqxN{VFS+ez*c
zf4kVSCQ$e*EeIT6+K~QN*P#6%&ism1#-u=LDsjY>2#C%b(@gSAEc^QODC_{$hTuXk
zm&H_#HIvaSxFqL3YWVY<4YV-M*DU?Do>Cx5PRjldfEJ*N!IMio3YSBIw6GC2SBnsU
zhDZ{WizE}TxsZgc!BKc<ZZLE<RsNhvkL{O<55R_5ygLL622y(lMRnaTe-TMfW{4=o
zxeowbu;bYKAQ?pk!MLWPJHflvc`Fy{rO~G^TeS0?wxD!=kcawPhD9avZ_;23YXeD$
z_uQ2}*ea5E*M`nohp>V-*n260SyRg<*L9A%ie=GD5DrtItTJs-r-1_fnz>$5bWpAV
z<tA(ONW-|#g{z_0mCWG`7oAJ#W!n@!Pw{wjiHCJK3@7rb6`EYczpve@*`U7J!XH$e
z&$hM&p07eRdRU~+=>&*zWtrw4-r54>p#^S|Efk~^#kn*pfmCW!xS!o}z#(kLK3U9d
zO?U3mg$==wyJ3r>SJfISevE7Wz{vZ2GCxp{gB-F+XeFH*If^Z6NNZ+U&T6{Rn*yl?
zAUBnPLF+IyolM{eI9NxDjM>#g{sW1oU=E|5^;&g+i2Ii=5<j5!HeYsHQw$k`jUev6
zI6&>??w*%S<A3p$CdOHX$13T<Hwnr@gWdtz!S1P(TtZ=2v!=$$o7DgC;7r&3G4QqH
zja;v=6BsMQY|rQQk+o>}lncWtf6i%jyP*MVK@hjfDZTE=h@pI$a>LgH-V8P<SEQ!t
z{gT1t7`GI|XX?yGe4x@2S7SlMSn)r-$_;y_1(fK2r<`_#H3Nm6x+QfI$XQ1R8>zJ-
zA7nLg3tN%jedvDqYT*bss@=>WsOv?*7p{<VjI2L+O+;$Pg(8P(M4vRwVSC(RdrpCH
z`Roz;C+VzcCjUSs_?ClUB|%3O&#$`eLosrpjJF^jBJnbhrb)@|ILwNkBjJd2Bw(&%
zt8-j57jN#b0hC{|gPO?k!-TKgCl0%7XGu;WssZXHZ)hK(uo@ifNy*5NB;v^3Z7&>z
zy>|rcY3c@x7-^emYSn5pu!GqbQ1|gmhI!s64$T8h6OX{$Sw&YRZ^<5qz|>Ee#Xkg@
z4_s>PE1y16!(06RJ|-fSLyNQ1{X3L#Rqx3&%j^tix)rLQ;cd^B0V#l$=-?V+W#;5%
zy4=Rz3}fqvcDfj`eM3-oBG?S}fNzs&m;|!Y9U8Uh4-s*B!SM@%#C$1jb8Px8;DNnK
zg6+%Fr_QV#oKWl{ZXiuKg<jvf5;)b7M;m96dQrEGSZRN1ugopM60Fk_G^uXD-L?6!
zmH%GQ!g9QFHNa7&m;dfAYaPmFo%E<}n|u8%?99mtlX7VEgrKt0jN-eo!G%LFbc@r<
z!hG(Qy!fYA*i&L=CZo`}H}eR1F%D4$wX6fO`_?-B4hpX3sXEB}P%m78M~cRPz;5+&
zTsvE_OB8p^BBgl$ap0eDzjZ^h7ZRKv;=7QgA_XF^j(dZzg!~rngv2_Z8jsTJz*e~~
zSt%pIV)qWzI+JMbu0?vTBwh6r^k29|e47F-x4FK>Fs^Z!p8}Gm2pEY>PVRChyA2G=
zi$${h$5rB+R?tdj`ZD8o3!EH!ZPI!mMT@<l;_dv|FZd6V4;H;Q;N}jHeSZ}%%qRzn
zdbbI6ae@Kw#EEaI85Zik8urDe0|dyto%=K{bcLj?JAC}!t4F8j4gF1iE$KZcKBOwt
zX5w=5VE8zF=)8qJ4n0I-!UlnK)6tA%_F{yZ(-1(C3L#N4sUSEc4orVOP^gKudO>}f
zKo4RMZl^2_@TnM%;PkjIgkJjZID9z9u^CMu)>H5F3SOLgd1wW<YN*wZxTVTOVo;%E
zA$3Xc{Y55;_tSh;YP;*R`yDg#-*MUZH;!NqxTH&UJ_$|qRb1hhZJ;U|#hWyr6oqJd
zDliUt)j^leiA}(FCRGHZCq8n;oe6GvRz2Vcx~oQ&$}`vxl3jy~I-4*>o!Jt>?}nX;
z^8o4U`&v7DFrtLoT)C-)u==nFacVe+9`q>ylRYXdRPDi#M9MwlWO-}XxZ%6XmZ}WB
z15by|ok1yX2{&~z&f8I#roGY<)=HsmEVU1RF+)d78qMf+&3rRzGk3?0KBCl2G2IL3
zB1f~#uyardW04P2Gd<PyY{A6U3gX-Kfuty3($Ug=QkA5aSgz#U^)~n$Usi#49L+6H
z<42sn+Ky74xy0!>;>t|vi!q1PdJWCkn@xMN2+*zJD0K)>f(3XSDE)ynFIFVo9nvC^
zzraslJ~|2S<Tig{vCs8!nJ>Y=(2A&j?lO3L;1;aRiBa6oT6Dw^J<rsRIS9`~;sh7c
z49<9?<u~T^Gg9UI#ew$Y<40kvY?5YFM?NHbTqQj**``0n9p4`hDlDJWg;c+(^UtC8
z385p#A)Ce(87C7%?pHVGch{z+;OUuOFLNjDQaL-V{n_JET<+vuq29$)dr^ez^69qQ
zk(CIrKmK*<U>3AnrKI<cFBDuW$1w4Kzm+noWf%*heAO|ybAcnm$-SE^0x~XBq`4D^
zg!*=$6z{{QPU?7&!<s7SiF&6fMKeZeH-q5xW>KNRO{_7}q1`aJ#m>QV7-)(Wlow|x
zl_T;&`cttGe$YD264;YI-&VOw+PNjLNyRb9pQGeV@It0~m1cN#%c!_y_5a)&>e?U!
zc(Lqzw1!0+)XVAfpxN?lI$nT4P18gox}nsk^$R|+j6n*O=^Z0rQuB>b&aq{xscjX&
z43D^MGfdph^YTf(B%YEYAXqiHQ*(1H4GZH*g`0Z}V-P2uzbQ<2R|{9NJP<x{Zf)Cu
z^nztQ{M5YRvcvgG{C`ml^#3plwgwiETwHjx{5CeWPL6n*c&rTntO|In|1lO6@U-!0
z1#NAdjBWn;{;!2r)WO!-4v(4rfBdx4#zyA)0=91dBI*8}j4TW^Y>do!46F<^^b9Qj
z#mnhC{0qlp{V$sW9<740qph=pp|K+#>whGOe-<SNeH%x-|B6uj=l+Ls_-AsrGyX5q
z)c8NLgRza#e`Wqx*#DL*VD987XY3$oYi(z1^WWv!{wvhV)<Mxu-|%0kkg<!op|OIf
z03NM~xs{W#!@t!^-^p0W*wEJKpI^+_+|<kokCBz-U)F!aY5$W?-1@(S|4(u?Spy4W
zLnl01Rdb_%m<hIjH{^ej6ZDLXboBo(<izzhr^h8nt>69>g=|S8funsg#FwL3>O~ZR
z^+^4tv%w{3+#iVX6eIcF&8xH$WB4xc4!3LH-#`Dqhn-w+t}Sgy>}|Je)xoD>vUgYT
z;q_zdzfMV5O&%q}bBg!q0xYT#XV*pwVSg@xlGUyAqOUD=*!Tkt8plHoyzi#i?=x(e
z7t5VQ=PH=Bz2FUcw*%sNt8;KHhCgFL$AU#&1~KBqj#w3{aHuR)&sUkY#^wrv!Q4eP
zR~KTgp_0|=PWlR`j@vFWrrxXf^ng3kN0x@IFlS5D(IcDDMVp4|Hp`Z+s;{_9S(5Up
zI;HcL7}XmASMiI^Zf8#;8Hr?P-&EU)&u0{ntCOY09<qxq_y+dB5mt{<?J?B|Z-vo9
z+AYafULHVW+gHZxYiexyOz0e|p}(2#ZlpY;WotFvlCRc*+IE3;Bdb-(94Ru3xp|DP
zN!XpnGUYO{wY9vVtfQ264I6gA=>^tWnPWR=uX~4w)*1s*OuDBXi?5eiHMU{R(ym|$
zFyr@gx1uiRrt&v?CE`AU0{W?(T!m0eF=b~L-0eM50l&RmdJTzB{Sy&O*VX0pGECdu
z+G`;1Qme!}<HZtbU6nDx^Jl@Wbazz=^k&N$v9Q@Y`>{l!V<OquU3+FxLd?1_3os#y
zvkylRQ4zfz?+1o6{I&wgs*S!s;8e{Tw(>OL7n&c+3N@YY)Ts4XJKayn0eixmI<wie
z=&Wbdijy&lvTHjNKcFY7`5RT<VPN~a*!Q!$_b2kq*>neTVb(2inyh5q!2_CqzJu@4
zp6WSe>y>9at9+L5om#WJCc1D<aj7cG3qMLW{vHul?24_FOQOyVmm3may;n6^q+>qT
zxGtk`w~wlyoDDI<>|ZbXVEfvly7IFhJ_N|2E%z_gcO4HXq|i#c$6_+8f@_<a8G0nw
zV-$3CabTF1#{2-gPNiwRizFhSTu*yW+H7D~rrT(`sblK+#FF9-8V||J*KckiwH-Zs
zOX`v%p6x)1Y;O9iPcCh_@#uR_w<w|d?`gpAhN|<^y}JA4%-ODGiarc37iv~RtP7_M
zD3hFO9vqM22PT3_OmVqCl!pXqX(k|PdzI7~`v!$ar=f-cMP9#|n1dxe({-c8U#ofS
zX(3!JfIcqOW4RDID-AAQVZG;c8v5LoYQGSw%RpV@mkJu(RKwTfk*d<M5N=e+;#Iw^
zD2zI|E&89{>>xEcOe+hddNHksvEN4uRyHNhTegq*HIcRvGPOUzDv1X3f~8iQ1m9-V
zS4Ar)j<XV}ot#TygbxRjvfq@hI#p9^m=5{d{-ye#C%3M{%~B!_e5zW$5tTLzJy7uG
zN!@%ZPm~Q_6qBq-Yzw6x)D3cHcV0l0sfQas#LW5H;D=>(J`B!ypWAW;D(_>WenHlv
zzUJR_qt>iz(%4_$w2E39lU(O{94t+|n;|56D~|tWxSFA>V^jMcFK=!unMp&T6U}%L
zwzj5voucjhgdxAf4d2vfJS-YYvmMhc?TDK7e^`6(xTd-;Z5TyGr3=!Ff`HO{2~DMg
zfb<?jn$kiGy@&`1ND!q+7wNrs5|G||hY%q25^CsyH+bLAH}m{v=ACE0ck&0EB<Jjt
zz4ltyy4Koz?Nc?Ofb1PDt!Nf~`CUbq5OUw2h+BmoA0cFJFcQA!v3$gZ$xWy(vjFvH
zxsMZkB-<847@1~KFl48cL4girNv4@LkxC8)k2u2`Q`-y<o_<p+hyr*az7gRzUWig;
zL)rnSKS%k*43ru@5=Vy`KECl8X?{%$YSmOo4=9zf7fV+(2X+}>MTGAkmk6&CasusL
zxGB2WgD$KMD3`L6rqYBM!NiL6$-C3I15=XJe@4U_uTz|Y7Q3FiO4@qkM<kLZ{g>B+
zQkM<Uq)$2I{PfR9@(PJ;RPZ8y^58!VQRXM0$bgLVSL$rk$azB#SKn(YRGL&Sv*f17
zo9SpOh;#;w4t@Sz*{L6b$!HU+I$KtV%JxI|!jb^;+_K)@U!g}lT5LP(J8tcfwYZtg
z9&<VSRblM8>0@8<vLNrpwSzf5IaB~6Sy3R9lBX5!q82e5+DAtz`H=N5!W6bskG*bf
zV7i$>5P561Zd~=9l>3IYE9`0I0t(r+0ckqZUGKCb(sv82ZnIAO(r{AWcvo4mYa$R^
zDaZ)JjCZ}_50Sj=9cc{;RH$weJ;?3-Ev~6x9&hN8<kfv-Xl_nZGj^(z=LX`uxE_It
zVZ)6zJh86;E4G!Ecgl^mUn`ap@h#32elpuzU<910HrF)aW#!KAr!sFxO?|2|$V*C6
zvWCASPCdnJg{;C#2I`f~TZP<!vA3j?<vpJy9|6N{!C~odoG3jM9)fslhn`v7l&^I5
zzyz?ltKTl1{i^fQx;JP4nS0^(m;o?+<I7kRX}s}o4YP|^tO<ZSNB&cF315nQ+B`I%
zZ0433M*9&VoW8mw>_aJ0fG|*JT(0GwPyf*h!u9yV(2t*jpjp!MC0B;PaHu}a3V64V
zdEGah@|OQ6I(f0-BQV5yW9@>Lel9lr{oKs%6SXpewagRCGhJ!$q5C5Pivv<i`gq3j
zlpi54N--f>kS^{ViX7j3V|bYwW#LZw%(;KH3Ik&NILmYgwcX5}b66n0F`A|g3|A6f
zi;(AO*b6w8epqov;_I>Yh3vhCcG8L33??~=QRkpW%ijE*^F#TdS55no6Iva+Hb(=D
z0hzi+zlRY^tItkHg@wh!MF?C;lHLs{nQ!!rmLW&WtMs;aKb|h@c(*>(7r)zs1XXJX
z38tvE@}M7D>&O1CQwp!1agQh$=9FZE!wV<U&wV@gr>N2!t>v6ct?J$+I$9zoU#_Jn
zyH9#ll}P!x(z{?6`Hh-IYDGM{RHSoP?A5oZmY$a8D6g-+t1e?w0@k9r4~H?hn7ddK
zqqfb7Qhee8D5pHaR>n|VZ0TGP-uUG^XnVxO^g%yR@})iacUIwh4%f%yWTcTwhu@a=
zp2a~G+)fS%QXEqOJ)=Vqt<8u9UkQT?BYd9!nt-gny%Knd{kkdQ75x=1_P{3tg8h4!
z3499&=Q&9(Gxp6#Mfw{!I3%(gcX4n&JknIaesn7ea1#gT(dSW8?3)+={*u9Tt&Y^5
z&D|?epDVA{J4Va5ZP@*x7oEgD(8#M}#Z$;r2eEkv{hQzhXHtNG+r&VZdN2I)MO&gv
zq1bJ;U;)BSrI#W6l5ZT6EV=flrZ4PO1-{GCoqtSDt#`Ym2Kds#wUrmAz~5<?I<g?^
zLxC{x=KvnEXd`R%@&r55=ggb0uW-Gk%r9Y0u$55dCq%EPikTyqa9W3HMmopC<qVBT
zTwH8nyGP&s<pz?|Hflh36=ZIhz<FxWbP-6Ii)1!oTeKa1=I{G0Mk(?Y{n&-@f&T1T
zC_hx0b+D$Sj!dPG5g8351nM(^8}?n7l|;OfMRs-oxvAxtz%Zfg)U|4yDQ30c<0ol>
z0}Q;SKEE&R>@Taba=YHr=W2(yS}Kk8?hTJ_F2CG3d0xGC6{IbDSWG;}lNr4jm7CsA
z0V*bvfK@Y51X;YGvi?#3ItiJVP8qA1+-ZH)^U+<Ejz_v|w||>au0TvWu19ZS`$+<}
zD?UdbLYJj0e;*-strEjci*vg))#!Ch!zjC)dxLWEHhx{9i@0T>{trW@TC@~ABV*>c
zX!;A2IE;{+s7BNNmMCPretz0f^MhQnQ#-fDd=)ylrS0VrvALB?QjDA_DL`qB<ma7N
zo(3HL!v6VF%R5<xU2mnU04CBJAflM>&JOz0nyEGFwMZ@(&eXK802JuQ?aaV}h7aO>
z35TAYtSwOIjUNo|!L3oFP6iwLGxF(aGS6cH(>;cmawX62n<=B?7Np1N<*9P|JJ2W9
zAA-FKkI&rBMx7*%(EfIb0OuC$2F`CS`yh77Pe(y~^PBJzSfSRG0HnR|Tlp+Fd4g_p
z+lM6OiEEBP5rC%0aK8LkK^F_p$f$*ew|@`W2659jK+$_DpjNl&oIBE*f1uT)-Mg0*
zEp)mkLT{}`4=s`1AeXYms0~T1a)DJX5JVP0m+k@1v8pNkwby!n<4#r^9)}3(f#FdL
zrFu=v$hkIa2mNA2?(XUk#a<ReB;)E-VD+c&M4okN^S78f-g-0Nd2~h-zDfo}i$SSe
zCpmsbI?tewPnW`0PFiX0wWaalvA>|ng<XDjS5Yi$IHn-|0-6ohR$+ebwI`}{pUKoN
z8j#l`>}nT!SKDpFo;-ikY>GM&9Z)rCHpGTN53b7&de6%HaYOTHXD_4VUP_MjYAJ}6
zf}~xa_TYVi7U<v^y~Ao<eAnV^p<<ardZD@4mFR$Z=smVbuf(it3x7xPKez3Ff`db1
zY%BlTD`|FTb*87Mr{j3;e6P2T3ZC;^bs3b}*uT0Yj$q{BSqYxj#8=7f?{yv$ID^*y
zG1MZV<lmb<ml^4l$#zXSr1L}~*=ptoMS1Z@tUay2SWP-^akQtq3UG$5j=!H3>|57Q
zr8?Pv=e1b?yD(%)#1<n!+VUV5jz)QA&qm{o{Jbq?oi5#op3NosVf50<Wa505?9wUe
z&6_SFaD;XWZp@Fqx0}<c9G$x$V3N!%U<UhSY(DYsDaN(1%wMMr*`)jip!f>~z8VUi
zCx93kwUS-WEEwO(aB*e=TzXXEkqz5)ngwDl5{-~Hi;IV>7$pUsh8tvElnsE0zWThZ
zX<K8Tajpk(EII-mo0_21)C>r*YxrfhA?)gG9yzj>12!fmnn)4m@o#3mHh)DceM)$<
zm-yA_HdVLTvx#^ksU+J>{E4k?I;{e+#?(|q`;6LJmWaBT*8<@W#Y^Pabq|Eb=A1Wj
zC~oe(jQwsVp-buOx#8bO*I3PH<!aaI=)kh$o3$C3Bvai8XSOSMzX&tS#Y!h-j$r>6
z5Yhj*&rYqZY%)!Yr(eYDan6mAh#=5v{El;S`-+K<(RQD}gHqQF5$51-B{7i##$5H;
z?Ag6oF_dHQ%MH;UUi|x;Ev|G`lo7F!4KrDgP#8#&9=dV)Q)?hI+3oOUr)I|zHPVj6
z15A_Xu47-RHyhdS_rw}{{C2ij^awm*J(3MUzJy=B*f`m04UG{KU%H*-GgPBmg)CwQ
zC(f0qjn-x5(ki(mYWaD4951C)k|Fbu#Rm?Vf7BxPC=c4mf{(^~qeMR;NKpLDk`DAB
z3Lr&>#Jh>Ct$?vgyZv;JbvtC7krOq$Hx_S%!nm2E+=y&|E@cW61%t`Hhi^6g#!D~m
zCKZiLHsssnLEkInZw=Lx^$~79>_Sd$-yl6$tLlS%1;l!&<TSXf(&;WwO_YL+T5mTm
zjvHu7W!o~HyFDsT_+G%d-1?@#xoRj}!@h~CgP{1&56nE89sqQ&>W}S^wHefX!J%$P
zKIsrU{W!We^*Nkx>V4%Yna&<;!*Vq~svT?O>!Fl&waZB98>CwahH><-o{Va#B1v9<
zZo_I7;PgXOdXxBe$)=#lPF}+MVi!-bE{2FI$nphJB9evG*vn1*E7oKG_pf>0%l{Rh
z-=ft~d>r@td_tybl9iN={^?%(=CU>CWo-jZrk|%dQ(qG8FRxlu{CC$E4Pp}sUf;Y^
z(emErX)*><Z)`&F#T<vjtZ60sD)cx@R!X@S0lbR544H{mN)q)B&Vd(`qkM^Lu0`uK
z*-k~XUOB|02-*?41S<ti%K~JK2<vcf?PKTaXX6>R$!#-YS=T<^wAXQ`eC{2H)AcC_
zF_qYa@!RMm``wCB;CZwQFkF$IaXrDk0cNGAT*kkimTMj-<|gyV^eL}m2<9uV7unNi
zj0Y;k4SZ2n{e&6?K3?E&+@G<YeWrM4$JugEik5C$f%w|z4ly$iuxXZ^P2Ew~+ODiK
ztW-3P)$XI?QH27z|1xe<MYJdUJX4U3F&^MX&s{7;=jj8oHl}E}{rDN9b&B5H4@H61
z;HTt(QebKZ{@cFOT4UILbzs`A{P~a!UaI7q6%+92!+v3p1RIbTSeu>;*y((5hl67C
z+N1X`%{7L#*cGOBb>e@08b3bZ;NWAaKAoAru{+HHdX*9HBBMRC;)p#~N&Sg$C9F`$
zSvruF4vimt+$2gKLHUi{^8?Jyx9azZuJ^VAF#G%AmebniW=0b2c;qM>N(<%DL)T;d
zG(Q7^adw<7g;IOYB^y^JTXiVyQw%WVBIhkkO0a%C;wboK$cLrZOOobx{v~eM#r*T{
z^P!7=t_#)bXCi{Sx3J>QRHrYF6d@WgBMhnD*6cX+B9y3Bd^myY)C>-;&rE?k=wG?l
zasQY|!s1H#(3~OG>C*G|YcTt7+689+F>Mp;{bDxn<qk+wIq5)Z54m&8s8c8H`UuT|
zg7bPgL}p-_Z4+4=VDOhjJ2^!BMx3&+Ez+6P?;5yNh)@7Vxm4*7N}aIX)%G6wB8zq6
zV}G1D!+^s;Z@hwteUPdCLGi(8O}Ir>#eU?0v0Q?fh-{|w=9=3#?jK`xo6T=8rxxFV
zp1S7b!Ap(=I<}rWV;j@--nOP+PRERwC^A2H-V^O|QiDxC0Sodgcul;K>Nk_zjFRG#
zkUBAQ*y;>dih;lK-Io-RMekoQ?cS?<^k5@5D`mdjIxrm?I+)hmMO{Yvm7r?BkrbTp
zd*qdO;TKt!K<7S1o>#{~*S7t{>W9P#;>h5df>(t7NAmqo4*I|2>t}fXJwRa3csF?5
z(KC<q-bwbfVtUQ43B>W2Mw~5H4<MfZW!X%{vzrNjTXq*GW$E`+DJ;dIVB`$|j7*Ak
z;n-M}J&~-=QJUa;5xn;lPN0IN?<2x5`h#!z+SVV9it0INY%;N2Hee)2qn7u}f&XY#
zVpxdK9g7zj3w1T`th146zi)$SoKkPdtNRfMHUO+b&|qKSu4hU3<G-A>cMrF&rKRoq
zc(B8*&c-OLG1ma{M6&M1zA7lK``gqyIgaaAo|ur>s-@m)@b&48X*0T1e*idHA^dUp
z-7WdR64LjI0=Zc35LI(0GeHdK=XZYb1nl$E=ump>%h_gNq<VUK)g&c<$4~6GfJFdS
z{5H{phW&QgYgPF@7?JFF4Hc`$2M6N*GvZ0fPh5BVXnDUGWjC@8x6{woWwEMY&DfyK
z<8e<PZGnD4I81`J-U@<9BrY#9O-$`0W*TYB-|JO2@q0B9v1$7c4B~Xvnn=p{%Y;qf
zJL_Hnd-Fj)aQ!tB5*prhye+_4*0xZTo#$4Ckiq^J*+VNYgmn&f+xeEWsIykzZhBBW
zQqB6Qk(9ZovC>@5c#D&B(#3qe)<({?EF3`_Pa{`ab|tYS|4(x^;BHVwT45IxO2Jw>
zykxFkcr5IB3q7n<3QRZ9bS5o~Uj_^76<Q9Pd7{L)%sUbC9kD-i84S*`HQf5>*~iDt
zgjw0SCgb6RKbCMS0d4!bf<gwPbBO&<Q|hl6C2kJLOAPa9b@qLnP33h(w3%!&VT~BL
z@#FC4Sz3V3UlyEGqFQdNHhlXaLCeq8-UAy>$(YzRDFW$_<ANh>Y|1j|3(FLC&iF(M
z^qx>I&)_nxJb>;q%%UTOl0SLZKdv|9N+FTjlLkF_zcNcAw(RgnenK5Jy7`Q-AD00i
z$UYJ2{Jw$omnF{gY^)Kh`iq47h)x6UXOTVv`_N&SS-^s`oSlmrLCnM`o%l$Xwet&4
zoNVIt8n5Mu(!|_IDi;}xXv+F)b-IVv)+*-Y_ggPVvE8Nb{)O9~IDxv7Tp&-+#!_%&
zpx@9``p|f3l7G@_Y3rx&l<FSr|B~%ppY(wOb8V<6|C1p6Kf!^YF`CytT6)Knc-G>(
zA9t}*bX_OZVxfM#q8oY^5ub47bsBGA?QnWn1X)x13z;aHct+=PihL=FRC`H<ZldBR
zoYSqTq_8GZO2dh2vPD#vOiSSjm~Pf}5$?0+B6%~{r+@j~34IDzKAYGFiD?uqV+&6=
ztL22ZY3}iilyCHMQ5uab5V*a-&-Y>({gox|HD-;Q#^H~>0k~)l?Y)9Vw`n(GWPfFL
zy-juQx79e8gk^48c=`6JZI<(|@8zbu2i$ncm@#qeJ|)uSO11huMSp~&*w6f%Tdui$
zVgIaiv26qQpzqh>P&~4GU`|<JPPSg@PV+*h!f9GIqiAvB#HdAStkM`$luV8lBre{R
zhf=cxuTJiYCj*e^(HIS}j#Q&R4^N8Quk0T=uQhHzaES4+5MT*U^WL&Qdc|qL)_2jH
zFHk+ZPE!caheW;heth3omkl1U^U}8c@otkRyx}h!&(FcyxaT8OY2BJXG~Z$glP}uK
zkO+WC8rG^pfNr~J2OLPT=@xB(E=E4%UVO|?Pw+}CTcY5>(M4C%p2f-9@5oPpTvW=5
zezE16l^^9aFPG-=z-IBt?7WR_*^)|r&Fxg+6%{+%as-fdO6lLCZwY>I1O1C^{I{<5
zCc`4tce__<`>52)S#_`GQ=Wn8*0^__Pg@KGz;pzBHk<E0-vv8+?=-}+IVz-j2-&Mr
zI7tJ}x1-T>mASgN3{iXb=v*Xvul=z<ZPwJC-1Mncd-b*RsZ~>%rG}L6%TZ@|)!T%d
zixU<*G&5qTZ&Jsw$&a+-R}W<-=I7;h+<X*Miwyw9<(}hbYwvB!a-e!~(iab-N1ap`
z_srv8egjAqzeRLPbexxhJk0T8O%o~^v#YU6a$L0reqo+#{$vzrzf%reTk)lY^j@g$
zN*(|TXE&xr-eK)OIR-9K?)8m!oa0+Z+f3l26%9?Jbp&`R82rj_w~~S6h<m37P0PIF
zVt){Ma1p0UyK~>jt>tXem*ie$-j;-IV(|2Rc)?DySuMv1^k7=L+*V!Xdt2=UtDoIF
zuH5&x40rapSi;MEu;EBj87v+p%@!V5lf!{<+!V30@f-Hq8!i%P^zqUoev^%FxEZLJ
zlbrzk{4%|I`1ZR1PjPntitQ9nUx*Agd)3yhsLlV>d;BaHj(;75vs{TL`})Ps`^)|-
z`LzGUl>bh_VXmqB|HkWi8`i_8M(zwFu&p&oYj$j7<c_dYkQXAla+I9%YbBFYcLt`W
z6Pa()KI;6JZ<y5Wk3IK8<o_c}$;*P6?(hU27u)O&ETiSV?IeHy{P}(`+4E{+haL33
zxt(cjQM(Of($XC<0zXPv58@bpRoo9;uCGCTA%c+&TjYhAQ2HW;a=Hf1yepTBv^$JA
zXqMF{k)6a3_n$g<vI@yYmKcJfwK@v2>mh1nveMzAEz#Vy?dg#LuTmUt5JV?Z|5(#D
zSUuCR9gxfxGe|y+Xm-fozSX=eG?HJgcglSh8lQrUH#s^E77`!3&n=bYr(&Dda+KF&
zlB;IHWfLY~M$BUJy0wB0JUhV!Ci8XiHra@JyD`b~5#G_Jp~QL<@T>;<7Kh;Q8!IrE
zTF`_|nN_!n>GEL%tZ_41*_6vr=*Yq47RQvL`;0BD8lxxx1$f7Ric(XnpR3c)yT|)J
z3Zwg!h);i{VT4i!Gudhw8Ftbgw6tjR_WPT#iR;px{@NTVV|(ps7^A6>OfhYc!>(E+
z&)}aSt%=DqAJ_7FU?Nb`qwaj7zGDKSaB<N$2s(8**Q4K7l}lJ3o67fb!KNC2_=|gg
z{n8{o1)%FfB;eD#X&9iI!TnKU0J5VuU-BV~?9O7~UZTeegv|%{=svj&{fSB(3>K7v
z1!(zgIJ|gJ)Vj|8Sv^hKpe*|OA=k1*^R34687&j<&lxk3f`3Hm*Gs^;!|xlYe>^<l
zdWWipcS>!oq;S}ovH)2uS6IrnHAEHJW<BvDX_Qa0#xd_y^e9j%Q{)mq3*sA+7+9Iu
zP~DfGAH8@-1hBE#;CZeq2^y61l|XhMv?UY6#*NirbF=o1r$<Lh^s7&caw_#V&k0aS
zyog{TT9>%`cyM<}4J&=c?{Pl!ZYq^rb7zHvNlMeyK0t1|6EK^tL?n5ng`~Zu&M9Bb
zQnTe@Y8p(U!zY$@eCl{P<dV96J0(VRVKKNey8&;m-q&;dp)STsCIp<D-Y8+97F(~K
z(LW_W@M0!0n`uAqEf@Gnynfexk%Ew}B5xy;*W~VnV}y1^faylI{7lG4?D&xtEf8W7
zb9C6^Cg@gY;8@k(v6uc^wTHyDsRG`g4&ELcEu9)P(~GiGOmQb4|8?Yn9gNs)NZ;`;
zj6y<&?j#88wl;uRt4<x0UR?9b*b?QwX*mniF<Cw|(p5-lET#h$i?vKpTDhGDSBk<*
zsu<sA=~)-=L!aQyYbwet&tX2@kqNQqGDI!SKTE0>&W<>uU~tyVj+V(xU3U`obUBx%
z_!6R}9!yZILdu;9kzWyYFf!KEOr%UrGcUHflSd=HNm@#X+!o5N`jJ_`T{$uXgTKOL
z0-qkSBjo(Htx(!Adg0JOo$qNaD;GMBUhCYUD8td5JCH(8WxgWbvVjg8IOwPy;QSt7
zb2lY^BgOE;DI@8BG4t?WBjrC$R{S^1G5#ICJ(qz=1Me^*#@?Q`&#dl@i=Th;lScGn
zbC&=$;2Y?64Sgx3ww?_UM~F_?8KXpOR*lT80GGXMQR)=w4JE?P!`zApTRvBP9jUuA
zxX-_6dlODstj{FALz%ICF>e2!a_+tPRn_J*gV`}!etg74fi2Ku<ErA4+RAlE=#ekU
zQq&1W6E>aM#;&J;YI0jbaKzVpp9N}_PWTkV@{kn*4~DsVj)w<S4{*5d=QFddf7~j>
zj+aghUYa<Lw(?_&gz1Elq{cgpmmcf@dms2QT`m&lP@A}xIJ4O%Ic#~2Kdo^J55b?-
zH{4BmuB14i8LGwKG93~GZLCzY*XG>5h1Q(i2e=%!`aykt);>+x!L$(ipk9lS>Fa*3
zWv_9$<t3IiZ*(fvKf)x8zYNit3gqR-X%H%`TB*nm>g6-)mis-4sZ(?772B7a$hK7f
zxjdq5>QPeu+Q7>+Wg0L<+{Kjpy<|GKA~Ar5%q57m)g8o+omLNruZW{<5wHK;=LB;>
zrx2xY-`Bj@`ON)Acv?$d?+Yp#oHVj90Sm~4*s0q|Ygf(vM=1SRErqcj>$UyuPsA%K
z*sKW9APxW=;H)*_B3xDO*Qs7YdyF7_j8)}kYuqZl2CcV%rXJp0)B1KW4a5n>L4Bb;
zN(aVqK$S#a36IiR|Coi9=EDKgf*XS|zUq{T-<<4=#8ihx4nxGe1W(H$r?+pjfnSxY
zsR=Q5Kv!Ik+j3wn7@5=2+IwfZRA;|U1;)-u*3{8H&1aE!d*PC$&25?r<*<3yjtt1l
zN8m#RwL<)9B6{7*r{Gt`YWfHM+vi;Bt3L^`@&Edyo-%zKbVFjh)puNpKH>n7oc^j<
z+w-axmuLq~z_I$p$ity7<%)kD>Ag%=iq%5(2xgH2=$Te%qpo9%*8?T`t10H}+1tp~
z1VVa-=k&`uas4o}<cJp_Y$oiGt^(@G&Q#1kuBpJ^7E^$|K>wC2D8JzKY$XNdqpQq&
zE6)rX*=Vx@U^k<aJizUcgR1ZP-eU2!-YcGO(@q^Q{_EQ`ft170?ql*-^bsN|CiC{W
zxr1gpbv?|ukGROK5m79q)bieuqDFtiQSaJZlvthn&k>PUbjH5fszpP&ohMSqN^XkY
zOan0q*_b9&>#;(mL~q-$Jc~xla2-_D>YYMv=9*h9kr%Uz&;Sb9spF$=d@bY}34B;7
zl>N-UVxrCrE+R`mb_ngs?dWSEW_TglEZ6{~F=KY2tL7?FU+W7ePL=>|c?2YM!%xJ}
zI<<PfTmtUu&{SX<=XO<&X$^Un-fK{zcgzlp+gK^U*)`6d)<*CdWBd`$?w!QFpR=Lz
z1LL-s`}@&vw_Z=JnpdLOG&lAp(?jOtb5W0*{vA~O-wy>hq_HP7Df~+lsQ(ehQU(VG
z2IlH<WQ4#MUjEb#{tv_bxr=$IPpR*!88a_eLi9C;JBs5{FCv^ombksoJutHs4;#hC
zk1)yKjb@8|C?}FjnYHg$p0x^mqEYR}v$n^H9{<|;-2QX@kyNs6wq?iD+Qt^mXkBu~
zwY+Rw3gJP*ij8RYY{*pWc2yipX!ToWaK?mv^=q^*vvr7`-*yOJ>@Q72e>BS>NFgcL
zVcSiY%{QHvU$@8A<>pKrdRcE<2Nv#k-_Rub(=@Hd0LisXlgjZv6p$OZBrFy{)t|0M
zZbBM+k{J=lnhGG5$tL@6&~YU26@7iLQ}@+*C{N_eE>b0bX<yW9E%~G{@#S`dB%y=x
zRO_RS%*Kg1eA}p#{L{0`OB;HE(O{;T0X>d`3UK*;ANt^cVz42SJ&ob`ocd+N%4DDm
z3g>H}F#qcr=cHb~+BzQ-Z*FPl<Bk*<dX1%VcUGsfm_7X4c)hm>oD;t{M{^@*q<JgP
zB{Ld^?t^ap@IO0K(@pn!;C|&`s;&_BePY%=zr;wRRlIaX)JzE?j-0O4J6-YPj@x@#
z5tE+(dX<rA>2u)9%aF>cK$kh3ACf*Z4-C9hL)Lm6_LP)cg-AE+%00buy-o>CVEE@u
zA6d=>s6B6#X$!}?kmpb_-ce*)jv<!ydT*R%B!oKq^3#;;aH1ZUX{vakW!?VtrOU<k
zDlWXIsG1$2?uS$LGTFD)ugo>_b-Ky=SPnIAlN1*>;b>L##9X#OG6i<N-C#bN$k2VN
zm4gHP3J)hcfkUxqi5!<snf~0aT^hAS+%}xcVna{j(#*lgg2{bZsJ2iwZ@g5o;=%8l
z6{8NNwuMk)!(%hzZ)@Iq;EprY&nf27cN2@FrNW})FvPxV3hZ|a;l{c=y5vEq(S(4e
zf>Ut<LbE_ly}X+$KMT_CnJksV7IGpHBimi0CGaY*+0ZMz0Mq*1KgJnJ#<#QS>IvKE
z(ONl#E4mcyk045_j(?KdfMidNHU((`62X9OYrXQg*^;7ET`Xov_<EnyzhZE@I5*-}
z641f|7g!Y!q38xwqYsgLRF5nCkk!4g{&)@f>vpdB()v(k-1qrn@c!-Jiu#)U#h_ri
z^b$;l^L{4Q+F9#MkU`UQe>9UrI`<3Vhl@h2IfPapNfjG~on$%`n7VX?bJnf~3o&p-
zI`UzcJ2y{@qB1~hzn@c1Scqh`9rAWV1-Nx!zu(8Z5B+rIOXEi_1MB;q0SicI%gTOX
zad9zKx+d*N8m68zlxN{6kM|sNYvoiR*PFf=I^pZ16KQcd>$ibqpzFpG&B#x;kwZ-C
zY)YA<Lv?;)c1FeniagOnnWRiL?8fq*+tX2%@rCX))Wl<Q+|-E<E?e815$fQE0S6;k
z`0EY*hTU_5H2LrQzuyyouo!Y2Cvoq4KZ?aI=su%lr%O<pJRf+}U39Dt{F#I<<olB>
zN!DFyrvIPIJN^ls{s&XQJv%!)bM+rs{=ujWiVz=!MLuAczQ!!(R}VyFO`*M)<5bVh
zc3v7HY%hnm<2JT*VCkFOmQI8e@>z~8Sf{_p>>}u*WH$y>!T3xN^?VC*6>5a3afA`O
zj*Yb7T%(qFc63t3+c4HZkBfu?0Mw!Wb_sF9#W_tApVd0;uS@cYMiDoC;rbi%sQ2UB
zL1+6rZ8JQh*a$}fb2$2fkfM&67o(l{_nrK)cal=UJW%pCcE6B8U7Wz;0A5DTcN_#z
z+x<1}x%1Ii$7IF~lhDR7>ogXD_GG1&uDF!v`(xZaT?is<a=9Uw{CP3?R3?kgzjf%l
zU+i47NU$hy4bpTdPD4PiD`ZZhd=S^FOV8%=s))%n?qI;Q_8h6*h(=lat)}IFHPxYD
zDRe(}sH1jY{W3h^SC-#zkQ)VHuqpvP+oV`s>Oo0ipY;#}q8-R`U{TzkICS{bPXNX!
zAFMiDnU-P$VewNeecHkQTq$n&1Jq9yfDL!@4W;g)b!}AM<{#;A#F5cY7p^KPU1cjj
zXhmBd9BQKXsq1_wk7}oqje6znfU&b(D~fLfxa+3|uGWSh*KN2}N*x1zg$WTFinm9e
zr9`x9VsD0cMho20fr%XG)A1zDl}Qgeua)H02J#l_8a*(o#Ay1*tz-4ny!U3dE3g0B
zb7&cM8tCl)H6{_&ALG^d2M^H|z?Ui+-F#3(&~&4uV29G80gCfJ-<KI@Yn{-nha9of
z@o4<M)Oz3QFQa>NqeJuog(29kBmuawcR(K!GB~_e7s(50GnuW!E>2_B%T(kY|2Z-5
z-SGn(zPTi?$FN`NxYtJ|lx?AY-^7qOi8*GrV8S*-CB{^Xm=fF>pl2BCvXucitd-Dq
z88%ufag&z#nmVnOZ+<G*>R85#D+LC{5V1yzUShcPPUCZ#r&{aEQpFHazX>^>FR(c+
z7FA-WoR4??9yn9;`oFi4;E-C`sALq9a1#+|8OUmN=*(v6J!^N%HZ^Ul201(_#HJ7W
zQHu2WjbH}}SN*YzQK#{5lX>=WX9_i$pAj4FXF~25(JaTaCGF|Uq(uz)VKe;17_26{
z=f~eXq}E;-FF5;<@OBYb_w=lcm5Ny08x37Sl>1g=hyC0z0TA53J%i<!LIU6<=##1q
zk8LOlndtT8;P^-@b?MSl5d4Z;vK;%A?3hFz=(w#(BV832H)*bF&%jraGub59U{{5v
z>LjJ{?>3oG#SOh<K$S1_qt|%}mX}dvL4rtY?6KH3*r}b{vc*!WBhG~m&sCTPEp;uv
zPX7U572#QS6qUUTNq4*#B1`mtCrE#POSJg^#FPH9HcjX6*=W7WNiONa)E-+364DG#
zLl<0*>dF_b(Bgdbxex)CFWF$88JAVj%WsNzr^2hQX;M5>g++#>Opepd%-`#y_=OK6
z9vtkK*!R~PGmsNcWdyI0>TX70=RDD_6GL5(7|x{&`(M|{XAr9;NaO-AwAD>CXsGj^
zhRJ*AxV~u|3Rp!6|G;-VdT!*a_vp)<^)WW;mF9!KAfbAXB}GY50ymjd7RBxim~s&N
z3&|I7BR65IiuA`|l{s0&EHKV1;|IVk_sy}BllHgJ4;S_M+#?^5k?8t0^J3p8y5E(c
zBomQI&gM)-V&@ITD&6I7f8~rmP2{EeINGT``BFOIpa-k<^P9VAKTy}H=pFnT`DwVa
z&98+v$C^rl%L3vlqJG<)asyy+<zirSJ1s^^Lzy03$s~>+lPSNUh!@%Gr+9xA2qy4p
z@d_^Pf$0ulY!^LFNn>Wuy3UG0&@4p4u2lWs4Csf=_6x_1hf@6SxLqfW%$A++Y^>iI
z08{%)`Yc))`;rU{L~AJsDGE!C3puQi{v^Z1e`&y3kEJFqu8>SM4|d7yW>L_v3hL+3
zLzJ1+v`tX!k#<a&EdD@PiELyeN4>VW68}gr(uE{hVEBkoNUa09^mJ|l7wr?MfQV*{
z9ZToqzvZO;6uT_&(fcbqGx1W}%h1;wlkPQQ`sj%D^|1Zze(KzG3&KkYYDN`VaIvwy
zO=^SFWctzsB{K9EICrRsQIgJMn+;5N)b#4MIkV~v^QdUNbH@xW`Y<p%)?WJACW)x!
zm&{R(+5G+ywOQ-r(V-fgG>2Dg#fR0y)nQTvi5)I3l84>dakO`)FYDG__c6BbvLuAm
zXl=(L=RTFqiDC#hhZ$NG3@vQ?f{8XY75tBH{t`A<k{Fv8dlz`1Eeq5s$b?vsaTqKF
zqj{&mpySLDc(+u{T6cZ1Cb+-bqfACUEW-%99QsVEeS^uAjlbhUVu*?a$^L^gq~CDS
z6u<m>JRELz0f9^k)2Oue+~{*ScC=|F+FK>w2F7JW6rlZHBv!6H>t6Ge<LznEzB02h
zOI~F^DMcmW(CmRxc>HCM7HltGe{Hrk_enVXY+tIz&iUDwef)+2lm?8F8Jr|Aobq^7
zG^*1DGWT3^WIps&@2Z}Ml}fTEQOpw3@yu<4`pidb<5}4P_*pZS(R9*9gwUW@vIho>
zMSwpWrg%Q0Zs{_5;l`mE5Z|^o8=$(3{VATj8|tQuF>HxSJF`5~D}d$t60Hs~=4~vC
zFXzRx_WNeSkh4l9F(!9(y8NuIMz>3fF&_$qEqSpLzfd6jEuaP0!soqWzFx}uU$0I5
zC-U-NPmf<`h(4TNGK!ggjlQl*a&dLGG_$`xx~@yQu8;ahebRqgbo9#7!5Uji#3#tl
z`_I)w`bMA`VRFCY;zwr|xI#VWmd_czrpg{}PgmSHDj^DD;t0hta<-^92*#Yyhh@n2
z?CWOelaSwj8-C&8!Ob`z_DhD>TKCb%+Q+laT8`a9Hr(`rRr{9~&KAorw$j!fXt?s%
zrjW>z=n>Fzla3H*Wxdw=8Q!%XNHl+*vf~Zwl6?K+7Cbw$+u+j<UVjhnoJ^GMFO<0O
zppQ_ke1|JkTCDDt)$BK+2k=MPH!sy1PiB^h?C`AT%K=pVw{s}&^l}fiR{KyzrmHcm
z=%s)Bx$~<$RJ8&?NuZ+Q3Id5z{tUe*R3Z%thT^Hou1m53D1SWA*X;JNcD)rK^DX#(
z6=;uYcAK$o7)15>lS^m}lXkk8^(6by^s1&=UuA5^Yx&1~qN|_rBgE38)5S6;sWPdR
zUETDFX5yPZ8Om#E+y~Njw#u60$&EOG@NSldDN?a)Jo$1<2v9j|=HR|#!846Fk}p9Z
zery3L8+B5;ico@7{xYVMiI)))YI?F2H%)r4HvMP+(dRGvDj9)d8o5u$^k1@;X`4rG
zYfPmzr;*Rgrf2+kdM`B5nYuK#XU&RdN@2uS;>&q>j@{IueYcqM4*?6_(s3aU8bHu_
z2GS=8HP>0h_QUXnovko+-HK?yEnBu%Zu8$wb!ngl3yYo`Nf1<jdLy(x+jk+=b&RJ_
zrII%8)&l{vWnLjbbZx;HSN!XqPZ~3^p_VV}n+5dmyN8Xwk$=KVc*}p%R*0Fu|6|Dy
z>fe#SXlyw?&{e}<s%vnul3Owf(WcGP{^~9BRmxV-sLL+xcu;(7Cik%Xsm?uzyBv4;
zyq{7<Ivjmd`l7M$V)8Mwg26P8!vxn1=ddmr4bV$Lx29r}w<n~pT*2h%o+2mrV+Z>J
z4ny4dXSZtNll)tazka=$K+1kByC9WOVCBv3&6#_8D@I?xh(KA;dF}2?9L#%V`2y^2
zsPUhV_72&JnTW|Fv(64u7GLiT3VyM@xH(;NinxDii&8sSW5#8zd7td#C+xXT76f4}
z5gH61;C}l=W6dtWFLii|(YhFAanVu!SS}O|rC8GQzVyNS*qDd$>#QEBPY$~}etz{u
zWY*KUZMz?DF4p+z3Q^}nQtVSc8~Qj$E<XURX1oLfldbBWUbw{H{yAxv_;yN_vW+#2
zT;;0ubj8KHIYjMr)i-L<e5__$frS0*?-*NRsqTqoPc1>lv?tgd5ml=?g{6CcqFP;(
zb$H`7#C*5(@~K%y;5L#-3om^02b6OIRPiuhaWV@p;q-zQy(u?nL3PjmESFj1&||;T
zacN;WH=qb_?8trbxujG_o(fGbY17ddfnCo#59DIv7;6{D=3N(^o?T7GZZ6ztcflW$
z1ldqdtG+(mZ|^HxS$r1y;$is0145NXlbD&eHJuERr<bf8fkDJ=Xrcz5l>MK}Ee<Av
zahAIFsbM%6pP3gA5VcA^mgWIQ;W~;2y_kXKdn<+{>pXIp5|fWcjN^X&1S%*w;kocS
z$kJH9IMjse=#*NS6gcn^?{coTw~HpuGk*1*2~Su%@qr*84(^cs)E1@r_>!I_hX&gi
zb(M%}6sTNBqYX(Q?5H&{)4>ONc|_@1dP9B1an5qEGLLdu;iZ0xkZ&AS*T)86+k^TD
z!wCc6kyt_%(a6I=XFcQbQss{!It$%v1DqK;23*||XZqSh5luRd?m8I+D`@BHykDJn
zYv14MRwzMhj;%Bs5HHtt-?8A?@L8Rd_z769v=tirbs1UiCFs_i`g}9n9@DknoC#td
zJ54_?j63%$CM<r4Vub_E;2?<;u|bC6d@o#hk{4<&I<8)EYtv3cH(*3WEyIx9|8yPk
zVsYw14zt-MAnolwR#x}ypiiW0gI;_|y7z<Z+<yf1>l)R6fcn4H$cp}{Tow7N2KL|A
z$O`}Y;(xD3R`j~4_J2?#EA;Pv?*CGatPn5nzgQ#7C&<VD{}ss!@Cx$%bCK*8oUlaD
zz-0B5nMYHH{O8O3%9ERdFO?2Eo9^CTROHY^HRafUSl$Zz%wu$ydy>!bVbT<z>`{Mr
z376_;N^5Q4lWAJG8ZJG=BeB#;u9ORx5|=(S^On_{=a0B?b7lqyM^kdk2lga9`ODSd
zc?B1%r~cA=k!%~f%Z0t&M(WGb{$TzCd{e9opB%gYcU<v*`B!DlO&!^R)|$RI8~wd&
ziMJ<qacirWOGjbVQZLK5IXyjHQp#Fy1s21q3-etVo*TH?W}7PmqP=dCKfcMiwjiNb
zYKe`ka!0o=+$PRVIB_b3h_{#?3<!VsPBM-ue6q9X7b_6o0Gn^Y`2fW)|BOT;^SZWV
z=)0L_B`ru*2cT(a<1o%&Ko{IkolMuwZY9t7$E#(dL*Ccm3d*NzupPlWnTQ13%kGL{
zPq66nugRQu=@J(ci|@0t=V_xzm}FusQxW?Re3`W;ELo1e^PK-Uz+4(J8!_A>ID3Nz
zxi{$x>_WIRhl}>kb}=nI3di}Hd2n!0{`tJd1@B(44Uv#eX1I|^*=MgljA|DXPDQ8x
zd`%Q_=AR$1)u?0eNgVWnRtURzvt`}Y%h~yXbc{XwR!6clVOBEd7RQB!gM3kO$$(wz
zp!D|J(z~f8yY(naBuL5TXf)5QU~B(;xk5xau3Ua0rVed2kp^vaMIFV|4L!4xylkD*
z`oZs~R{c_0gd*tKHrezTmB{;b+MmtxB{q^E^t7#A<^Hw+$R{&1uWHK;=+;)}p6uW6
zkxV{!WYp)C&%(nQiHT{RX_1{BuA_W+B`GNh?s<PjcojKwj;Sx&*p5z-n`|^ZX)oy!
zOC3P!Rh)a_{xoiYzxd4AoNM#G?lb4j=dl-f5PUji;t|Js6*ucN!SG#k_P1{8Pm+dF
zl0oO$DR8o9TUK?{Q*!&~rh9&|Bd;kID0BV9@;NEOhgl*gN)o+mvZ>XmQ6SwyNwPv~
zaree_z1Md?Cv-9mn|j9_#+X*BZQabUlToSO%5-txN~upRSg{QLuA^kSpLb>IrrdbN
zAWdUMDrN6@;r(+XhT>*dH0Q6CK5Fh&)FvU0t_5l0S2@vzJEfa{4gUNIhb1}e=ONy^
z0&ZVmQ0k}4>a9!2m0W%Og8QpxYnMicW7!M6CAS^sS-xkl)>)70)sBJ_MQ1ZrCES;F
z4L+SWiNpnS)R+>xR|*&DP~NWLImCqR*ZY}0dVQtbqO%>_J-6dN)x3JRIaQ=D;(q+e
zK{BL=5w&L`8lDp`im8m7wpp$}Z*h<I-8rqEYA>EfQZBn+v;^Q?n%I~oqz?DBaerXU
zK_ZS8EOZ{k%}Om<(L?BVd&n3>49|#;IY#>Xi(iS<pZcH}_GKuy8ZY~IRlj|ct7!zC
zFjTqhu{99JxpbiK;N+_s$ew-XIo1GOp=VUD%#6VPX4JD=%>h0-iDKuUjs(X2wMZfz
z@l(g=cB&K2{41TPY}VI>W@U6_rWgA{>O0gJ9e&(5N{Su|)M*B9n!Xu>xh;BeEc<1a
zyjhnK5g}5ZJ>e&dYv9croKw3<9B(wzec!@EX7oF-Py{FM6Qd}KEUSbXjg@kD+1=xH
z${pFsfuv@Ic=)ec@B0Y9V8r(`ag4R|!e@fU{I#7aZ;FNE%lk97jgh8jPcreT{pah2
z=%if6IMDc8rgA!zW^vt8g{Jv_$K|`9^5<`5=oI@_x=@sk*+$w|?qeDjcShh1!YPZ-
z{4^Z6_jsla$X9@Mzl;T~Q%j`oTr0|Pp-TQ%)f_@ARW6!4J5+wOfZLLMA<@E|Vj-0a
z)dVjOYOL?^!o}(E{TA);x{7AcQaXK+&*TVq(2pW!j**d058%o*msUjcU?p&|c_bJ)
zb%E#H%{wY-Md~)y%opp|5-sXgqP#8&sFn-YGdaUbij}BZ6e}sMJ1pah*k6ENkFz$X
z&^U8YV)Tn2zRzF>y)npo(d1MrQxjNzpJ-5D$AUD7c~B+Q6a2n7!!;UqB|MJ6?zs@=
zLF~I@@CmW`g?U!=-m_)RwPqX6<Oz0BdFGUw5~Gdmf`Qolqb$AO%Da4RbLF24f!=oc
zF{abi<SE%!z`gJ?fy(Ob6@G}*;&J5p-dpBRBXJUbEqb|KOj{i6ueL6;XU<gylr(=J
z+c}%n*2j$+wD)#UWpg-9xo1zN+*;#meS8ua`-F@SPV*Y2x7;qG-O4wmc;S>CemAhk
z)ED!BMuJO0sUTRV@#4y|8oYMe8LLUG-ZPxdx6TWXy5O;VzK3rfN)I*@!w=10s0!{2
z`$A*FM1F?Kh>YN|#44LQV@YcwFP#n*>xGcL{)K~qy?~=&=0k~IEY`d}2|!l6`kg;u
z_*t3<xhrulaU{TY@#{CJ#@0<Pzu&|F;Iu&IjFr!M1rNOa6s?8cSD7OA7k59e@VhHp
zlaCtsLVESqtR6{=Bh6YaXy!Je?JH8c7x|#LZa646RdlaX54zMEV+#1#9O|B9Yo&+w
zbDME>zsGe2{~G!1f_0M6tAazq_hLa;g@I_N;;K9ksG&+h+Sru9Yw<AR&D0Tq=7?vx
zUm6+mE|{;48w)se$9$S6<aJG-dB_OY*d<e(bdK5r5KNR(trr64=NJvUJ-!l@48QT6
z<NCc-mowhcvCFd0!)ZTQ?GNAN=6!$@Cr2pEu@+Tp26<)@!(TB*>$CfI<qMA#?R_R@
z<hE~FG)36VueIy$zS$)F@G^)vso4zs<ZYUKtP6BJd>e4}A#dvH!4Em@?W{~Y8$C;f
zv7kkG-7tOciHiNzGGtX)XF>1Do-OgiDjHP_()D8K1`Au!#qcUm&2tJ3(f-nnd+<kL
z&FLt`g$VHpBQDSNc*X4p6f|E7%RYN_na@~}2DO;rUs%)^h~PNhXVmJyE$<WmE)Xb`
zRA3XWccJq!H4c<%bC#NiJGGdt${1`|SCNlzNgAZ_(I|p}Q%68{e7iBEr(w*CLq}f#
zYaM@Uz;T>&$n7y{YgJl`Mvf{P(Yn%y5|h`%e-U8*aY<U@xw%fP+{u98v4IU^8Dsg8
z(uG>-)d%)%x}@H+yQ$vwe(h2*@aE}ku*_6ntby!;3d#A><zik6h(Oqi)S<Ylmh)}?
z1Q7l0_=j9{mAz0o{s;s1F&e~E@72bYC%%|0>@Bnh;s4Zzel3ihy;KM%YixDV19FD%
zGTwZKZOuaW$USnL@<9Y~<FqC8#s{R7;C<C*2s5k-ir|uI(1X=o$dvijCwcJy((mIP
z&C_!V;QZxBy`exH>)b;^Y;0h1wh!kysM;*l#&j1j*2RlHEj@fc5;se{!WXA@+o1Ah
zHBCz0*ly3E?qFjR>o_e=@_k0p1v47#mZ-Xx2A>*B<dW7X41)+DL%WRgdoqtFh+=@c
zW$fWk;g)k$=k*w^tN0z1t8^9kOS^8dWYt)=yR-w{uUaQJr&aR_8?$T=^HESXG2WeM
zVMA{NXG-}~d+3#n>7#H(31=59CV4#ppVSLoSymZ>aOTNr2&_9uO=spz4;CmKc9hj6
zs5m6-*Q;2u4q_~SQja1E3v^a}qZJ?h;;T(SnTvADfAwf1D1*n-qmH1%q%wm<*)B#d
zgR@E3p!LRecNU51{C~(V;6&(Dh#Qm#t_TobEw}}^=rOQ{KP7m$8wE}(vWsbn<8DaQ
zYcSHQ(_6bFaoFkQ{z6Md&7))HUc53J<9EvAi0by(wODU8f*vKXyfQd7+I}6!ZZ~D?
zmV}RF+G?IeuuCfGDKCA4Ejf%Zs#BXfTI6&7a_v;@<Bx{D$LBL&S2;3>KX<xzk80~x
zR)6(!gxL5|`0mVdUZEq_81wW><2c{W3<YM|T16VjVtBtaGnu?uTWNn0s>5TE&*EO{
zleGIJrGEb{*1b+>h8TcwT*IV0F8&&;84J?On=-V-Ob6aND~}9h%}{<whW;Kdbsvi)
z;!nuTuvG@0hO0Btxx(;B*kK~r-+%10xc{eu^P!#BJI<;D&Bhm2Yt06->$W^GuzjSC
z_78ZwtsjdO>B2)fcz7Xo!1~-Nn(dvk>3%{>Dm-i-+KMG4k@t~N1gOlQ>`Ry<#lpll
z(>(eKS{%{LnFM+TAA9dcqu}AfS0|6xrIW~b-sz(s$4e1ZZs=^K$Zhd^@frsYKXxo)
z3>WV;;l5>{pJ5X0pi8LyWxHkxMJ11*I!F5ia56caEVpwm@?!BuZEscIW7p7(N@hWz
zgE+DJ`ze(Dcr4pLc(<j`Kj9RgU@EkQ)HH~C`-dF)QTc`21!v7s>{SKv>N4(q|7A}9
z#~H(gE&+{@Z&#g_jSN6(z+54IHZjjCIV#~)ayeavE#LJ;o%cPz9+Z1h3%*rQ52M4~
zMfBE{ydRkr=p;gMU7pu?06YAeMuk4o;#bPs#U~Fdoq$1H^{JJO6fs6EW+kRnBl<#{
z5k@nuEXPX8$x_Cdmjg>i$-`O^V@duk{?$5XZudtbBMd(IvtM0JLt}T(lbd&d9?%<2
zdDvjXsdb|2xZd)!`>~JhlJsC+R)OdHpk!EKaGEYOEU%v(X5pqo5haCn^*%4YH_JS;
z6*V!7Qbq`?nXOr!{cKG*&El+uC(IahXtn$AVKKANxi-R}^*7cAf|R8@e578Vcziif
zZ!}{sVU%?`vzHE6juhe`SORV*$$b)!yi~df=3i1PBpcv>y$wnfP0=f`@kmM4^T9rC
zjf|4f>pdg8&(3Rb25=$6KND|LEYp8*w{iv%5!c$Lz&d@mebW<*axA{fdeHPmux6eO
zkNC>fb67P&2q#5`9R}<8>Eet?E`?g|4jG>jYkrq2_=x-T{{3`UEJ!X4W;Gw2Xmd5Z
z+P(H-x`{>Wo~3_a;4BncS8)%Y%*0=;-y@%#_#VD=3-oV+6qg|THmeL|CA><)7!5Q|
zXk&;PXKkP{?3|kGGgdmnt^&TV-{u~&6ayCWOf~#m8g#Int!W6~n$+7AghS4bp$k8L
zlr&6eAWG7l4C;_f^#1npY+IiB#6A{7;>Kns9B2B{wu6)Df>qMk(7l<(y|JDq%P3{o
zGe*t0?jfWWRD_X=gKoRgV%jrH?v)(uo4O^c#EEkHt~AGxZEp`h!?&g`>)C1CB#tSv
zc6Z~v!ql9%H3uXKZHi$kClpOj9jKJL0iiJtQ}~;GZZQr4@cmEcJwY*BMajv2-D`&|
zJW0g`8^!Oh*v{V1A}XZ9^$QVd3yeK5it4=03C)YD(#8keX}%27@=UP%7Z9xAnu+TM
zx&L?uf7kQ0G&jhCD4%pDVu+i5!OF%RH`zWU?d&nr!fGvO`(m|0dakj=v#^_~ibhhO
z<%0I~aam>yPqiT^^L}`=)IWrGoIfo^erXB+6>N%#zErgx_dIJF`dh0i-Xa;uuz|5w
zIfvK6^>FRDKSp}Cr8g*d(8a15SGw1Z@s2h>f9-BP=FxCyE~q>6g`warW%{AgY+0MB
z=N5l-Q3-!F%^#PfeD*C4a$9Ifyy_5S=n)WvP7=LvHm7jv#Ns8PQ_ExJYI<(sRcAjO
zoHxwXwp!@QlQ#KlfI*nz5BTT^boWFgOo~1!u-b9XH_KU2^1djKfvBPd(2Yj^sso2Z
zfkIn|PU%oud_%wm|1|~FThWyfA;V+Q#S--L9-i-pXAqMZjH>M%SN_sM9Buh$++q=&
zcP~B8EU!YzA^J#jY&ydACC1?qb}x-gtEDHn)z}?2^uEgB;0$sFIlUv8#ja~jmZA8o
zaF-~Q6Z;mYa~Omf2f;scpM*D_gjXRro6@4N7vSKW)-J~yr5t9knS^uS<ypIP{n>K`
zxMK?;kIw@B4DkLF&v{(N$s=q=!I4^C&+T?P#|@lcU*%lyVlxrX$+4f@{qsqN1u4p7
zdpCvHcTEPn<xNqY&GBtVb@2IiHRwG2sM?`!J*#!K`U?1Nog3z%icKBhd~Oz@p?^tv
z1BZl#FT7?WFTa`oYO|;wl~)O;d^9`NxRPL71U;H=H6{NhXII%P{_FahveIy>2>Gm!
zzH4uKYU{s$|2}0mK6~(gsC(~ts^9;AT%|I~NFm!%QFh55g+mdNgmTD=viGK5W{y=U
zGK)fFXRjQa5HgQ-$le*p_Pw6RNWI?g&mX_r=X<;TzWqhd>v=t|>oM++d0o(FbPY4^
zr)AXY-*NcSr^jl6MZ0t7oU;L!iYTAT@&&VU^$g{R3~&W@&Z2_hKjLsxwdMIX-;b+r
zr7Qf|U_cI%He+KoO^LzqJSNonGj8E?)zZ5Y5ENdSA#I&292G}e1PON_>=78n!sMBF
z`_eJDMU^$f1uU9Y=P6nIA+J&YEMJG4M1a@2j7utOiDe2?Py}`Zb6G9LM+~<ENy-dp
z-E%iOB`L{|lh3D}!~OTmFnDM2tZ{07)pS-N?<pNhOwd63_F6z(Kcl_#CipdB<NJLV
ze;HLuWrs#Vq;KfC$WQe|Q(`(_bQ2c2Kg?}_K(}JzmnHefNu8iEz^&M+FgQnO{aoTn
z_wDB97wAJ+(k?Wn!tHcfSC@uPouuyVtHk!D5y~r`n2N1WD3NLI0`OqnFyixS=y*(f
z|2XVuLi#D9i?YB~JVx&JV&gLF&O)Q%E9HDseYw3IBv}MavnU^t^<;S#_QBp&fb%Ot
z#(~Yg<@olch)3(e&Pk|@Ggs>)!{8Ox{oDlvcu(01^~t$p<_a;(-so0sL>+8{E8n@s
zT)mv_tJw4H=JO}Egp40yt`K3rTXFW3af_;kQJZ{&p@uc!QuL^$fj2xZmn19|$S_*<
zIUcug+x%ci?sof`60Hj*hEz3OWMrlp_4R3Z@9H8)>|CT*>*ITzH!&{cGq<Rc>w^-~
z?cZ=^6&ogVz@pdPnt=jHcb!M3uXn4m;A?`&`}^j=afy$lCwrtY1c$JNT=<D^;ml9w
zN~sk!Z&0^n`3hPQvXU5{Zu((B4*oX73X(bZ#Eij(J+gdmFWk1XM^ERkbHI9TVx@>r
zRl|Y%XF^A%TyV~d0~LVu)qY1io>8CY+mb&^g#h{!f&e6AJF<;%*C7?_i{jQN$4GJM
zTa>{YIEdnyBr!VlZqIV-V1vXuD?S@n3aObH`UVo_rNrf8F1cZ7cQ$YdY0<yFZh4do
zX|dkxR^4OHr%<^Hdy?sE+_4eI1y)}|^b%jd`+YEo_-~Hiyd>viT2W8OZCG@}?QL>9
zxH1|dL%s!wdIF@3vRx_3Nl52_$HyU;MIiA^LQa=kL)szJR~1!r(t4Gg?PINs=skTF
z94{XLGHAQ0TKaoOyt8OPE^?qY3((ovj{Lb$jQY`z{B)7^rD~&<^OmK9F%2<-u%bY3
z#*50<^Z`k5qR@OBv6b}L5jz-eDv?Lzs)pJ<=aF+F<4ak-jJAfa2ogSloezTmeQ*Hw
z4JKC&_bi>c5U7202uL>~SCz_=*DFhQ5Va%hR{k>ME6<ShabWob*hS+<<c8$)WJgsj
z{bd>mS%=<w*AE%$b4kb>>Ttd$NoK1ciR3<v_uclS0Xc@u*PH9odomn9#I$5tM74)=
zK%#-2JF+hG5vA%7Y(rD?@a=GT-cdHqkvKO^&zKjbJ%)K-RWoD+3nkerZTY}@I(qVa
z=a>lGCvHsr!*v*ssg6sd;*zkj=k^<SkO7z-h!{Ifq?*Mh_796_MtO7i_8F>+r(;h@
z7;LV>P?cGvXR54D-wABtKsEJpyEkB1RdKtb8=yWpMT}cmd!a9JB>#1q&?|hK?Cb`J
z3U=+)I`?~%hHfK<ig<V_YZ%5Y%&5fns;N0|u(T?G)!-lwUG597YVUc_$;36+@~eHf
zxNA%9Q8thf<T{nB<~(B^vz~?b^q$z}xRQI{LUhM6<&m3U1h5G;u;ugO1t044FB1lh
z-$+P8=3$FxH(A|(v6^xp#e1hXiNJ69Gy#J^J?HqzLwNiTZ47)8Ctx)&ylW-2W_g&T
z<kU4qo3c>XuF&jFH=#(3#mbbSMB%ih6y8%||I{h6Ob81EdMwJbqL)6~#}b$PVlT~{
z#@1uL!||TF?2oV^-?0#0&9CV*vCXdyjn`cpUEc%v25S`d1g4FND2`o3A3R!Eb-Dbu
zlXi4;6y&KtchN3ayB0+(KL@<{nOqA~Y*$O;vVCchG&*c0L=%w2V5`K%uULv#XuCX_
zFoNG<7nL`iH`;ipWS&Y*ACN$2MJ7(lZVDC{7-$j){&MB?^w5x=v$J>%+RjXnPHU=w
zAplbQRp2pF1rkqrf4YFI`DWCxZPf9A*}|g7PSmC5D7iTLQxMB?G@Pg46ka-UrY}iX
z1~T0>&{VHydfq{lj-=O=N_MKiVqFGs>(>kT6jw=}<9O1-5F?61H}hWDqkPRbjYe3G
zf0|$8Jr&cn87`?|M2xHDO`k<M<{#}GejD+97VAE6+-)F{M(h~g7qd_f)G}deT>1l<
zT=GRzsl1!n6nPhW6Y=ch=6;$T=GHoq_Cx{^A{eEPSd)DJ9iEp>u1MKG#0yr(MAUCI
z1!t8}>o&tIF51|Rb59yxvevA4$m1|Buk9q24fyYB%FTjjl<Q1Mu1H}9E9XKfjk}+S
z=`p>z+1}bW_tqog+bHSGdwT6(hw{vr{S`L439<+nM?6c7Srea}qec+ok$G|G+9S>)
zgrXEp7aoQ-WRsam508(3DxNMG=@eQ2>2@L^suJY=8M7t2MK<HS)D$4PAWUpNMtq%?
z^ATw@W9;b-%<{FUvk);Bi1TtQpA9N}hVSg0eH^1@qH0bCk}_#mB1bZP%>q(CK-{55
zbm6~^W1mi1sC{aV@HX}edC1)(m(IOx({Pl@O~y`VDrmWJu6gdM3IL&Cb1WCE=VzNC
zIVJ@2sv0DV3%4FT4bhYL@}+%0cQhvqZewh79w=i?^;q478al){$lP0m_NQ)mD+*nW
zQY?3PKX=uym|UC&`xZD3OxlwmWm4$hGJ6#zlHB4(NYwCBuS06(j0_S{fss|4fnegN
zp3QLIb9#hE+;c%x$u|_$`H>c(w0o0jYDC;wbNuh1O?c{)KPU8{{c_RT-_w|IFghWL
zBAJHbP8NT`)dDNoVy)Ttz~_=kT#gqg{xofXk2igP7Ix1+RrDdHrHhN`MLim7Q!6K@
zC+)0V;@Z}F_j~3VTiSVD7Cr-IeMby@r1_&sgR_F7Z>3n0{_$1ERKAI}O?nb#Z)`Ih
zXhJn#Sh`*~+9tm6w&_c;Ki)e8Q2jV|QjmmNu+5t*3&{8)FjWdvFVryg4)y&Z?N7#U
zfZf>cB?8`IO@|XzhF{>KjnW{)CA#jj;^*Xa$uj&heNoFl_#CgM(i|QlfaspK#05nB
zI4$CFXaggRmmvuJ>(wRoDZfB-1<RUa{YA;m$!UV5%VG#vHG)#etz+u11oJw#E+IUF
zu+vdX8q$IpDuUW7Me}DW-BoVi?mkiBaczU3WsOO<ExY+O&UakB--M&fk1;vxakA%a
zYiUE)goWZ*xAsq<h=s9GU&&glf6<{&Uh)hlJWmP;ZnWk%zb?da;ha7>py{`<I*Yb0
zp>8girZ*y5Xe7GzWbxca4EL}LIbg&@a@tljy~|=8WA7~Tu!T-_^{fMmqHnID|8pY4
zdS^%JLKLI1bEQBaN30Z%c>rmc7~|OOJ6<=x&as|D{#4``=dQ6G;Lv?-K_5`|aIU+f
zWI4$G>*G&&LM3a-?p<NY{*J-%P7~JA3+*{-E<*qWKS+TIWP!K;s~K)nqa~wOfdAD?
zBF8b^wbH><seT1JsK<v&cImF1Q)AVBJ$&DW{F)-e;yZWaZ<}&@XcvX(b<Ioyf|mDS
zqmWy?ItCNg$7U%uj9N=9GtprO!4V=B_nErZtIp;4qx1-_&~nUoyUR1m_MML%fCV66
zV$~<lk426JlLVyp&_n7WOV!NmTuRfSn_*#S-Z|Uq1Uwpr{9<LnlB&kusO`GXEJ&0t
zz<D8NWX&0bv=30L;Xq*Tu89};l02TN8#oMHlK=QHU!6+X>Ec{xU#Oidw2vB?6&!pl
ziWZSi3`tTDSF98eYn#&=(y4%b0v}2jU*1WUr>cFKPmA_MU9Ho@T+JVR%}*1s5$AP;
zVY4|f9+PZo3t8A2S;}T+AX&nG956N7EP_G``dJOMb5CRTOAeHFQQ?!rxv4$f774lp
zDqhX^1wRI{pnUF4$|HWb<bM^Q0ddBTJ-R0Q0{-)f9;FWU(-6HX)otplAi<*a;}+Qk
zezV~`G*>l2wPa`Z=u5v9W_uDJ)K|iwT^p7hHgGsZOYl_YM0Tj%Va%AEd%||?htAS_
zCatQrkZ@s0-B;q0dadd?0S-UC3y9v`3D4sM9gbhHos_Uf*b@>df*@@I_j+@SO{t~h
z7r&rB^3n!16M(c?hQlCPzY%crz?Ie)u@giZp3~=vJkH5$yY<NCx8(tw7jcRKlxL@5
zX2nbGLH7!W0!6yDWbi%#0%rr8^?<MN=!x6}J9$Ha7hWmv3Hd{~bmmI$bRtOwLbmRZ
z%rNJ&YAw;rvG<(n{;1Fd8&p%a_LsTt8gw0qB^j{YM=>4jI<u$UI|fQd*ft74PB+0{
z?QUC1X#`x9x*UkzcV)02IZ%oTut+v+FZ_wA;_bWL-H_bB&L27(<`Xd_`6MH$50z8N
zttCf^5ec3<O%}Lrn=sMQ`~1Qat&$vbK1hB9Wz@Vk2;&CTndo>lY=g}GP*=$U;}h55
z2^PnaI<+zh)@cB=xN55{^~z0-!JbA2!+%~nk0hWaEPQT5yOxghwSTl}@y}eNg?o?b
zyCDx4e45IKIIE492GbcNiMoAdxjf}<c*1$0Ccdb#x;vJX<ZiM<r-jdVa7KQ9>&X%O
zUAHa9ysk?O8P+sf^1>S1Njo&Zva#V(ZP+KWt0{8huzQo~y{31j`I}A0iGtpwmRZQT
zE9E_V6A8~VSdcJ#4gcK!z>uoDqLkV_4kH{K(9|?02b?AURE{%-<dz?9*T6QIX}#Ln
zX3q9l(gBk?^v<`f5m7NepRxWRj}{Y!Lu0eU2>f7*OkYjF{TT-(?6k~AVsX}!*4gFE
zAudTbN?t-mJ9@bdRHbGej6a9b%*(`t85j+GJc4qtF;L#n86YcVqwr5%l)6sjQykWP
z1uiIJN4~}P!OU*U&Hh3QB08UNR|Q{(!B-k0`+Ydior#}HcJF^y;d6^<7N&a@c+Pos
zC^0icTM+UFDFnW|^FN@E!#Ew=z9bivGiUr&T#4?-xo85LYAzJFDl?L8gAIRg@pk0N
zV=$GgvQFN|P2NOvmidBdK}c~rHTFzuz}f;l>?f0MB}5(`K%VTje0E~Pk&Si!FN0nc
zLu9A4mjV$L7J@cuiDcrPBGXcZqSh39Y!^eaNv|y#ehp018&3IWh^oSlJOc#eF-+`J
z=LbW{QV*3{C3OcSm0#QOT$*2h9IWIjjyD{SH51kL?A52@qS9^QV#?H`(lNvwyW@@U
zEEc09K^ME+yoiQx^v!PeB_#Dajz;Y%YtlH3=_D>w!c&lWcbt%}$1$;IIy~+Y5qA>L
z<#UaugGb=WQ=Rb6vnM;MhB7pQ5^V&g#Ar!Lg^IM&uplg5nN03=S!mds4~85glTka2
zQ|V7huWouLRHk;j2Wf|tcD}hNl6r-~QrQ5&cvMUb`l`9}u~N}x*=N@){J0L+5Cd=o
zU?q(nlLMGZ76>pCIJ$~TN=Ku|3y5|p4{V8VQuAxb)G`8yo-(#EU_AiYkVnfz1U&%O
zv$eI=mGf5XE@l0|d^<FQCN90a;vhOB$9<jZ&`(c*tiYj1;lvsI0BFbi_7=+W_0jeF
zHIP$pB}w^$9oPUJoAV&G1bzVivS3nnnpY3iZ#%QI>-WIm^fn2%0m#Og0f15#YIs;8
zDtA#Kp-=gAAEHY5E|I2%(7$v%RoV6tX<v;T4HYfvv#&w07d^VVW|%DD4f)kL+=jx3
z9D2W5Qts1S)em`A0{T}1B$Ah(E4jo1hbkDd2*A<kb-o&EuKjIzy?1%pE6W!p#kEN0
zAbBJv@^mHvg*1^Jysd)V?y|`BP0gt^bC*>}*nK5|QK6cIHF9Mj>gMO?H7fXpWV9%o
zCzndbBTB|&?mACCSTO(f%me^YQasWE9VK~8E6+MeqvA<%lbL5gAc2pUC-KM(X#!u{
zP07vsR>?me^C8D5LG%<H)cpE^Wxt5vRnkgs)}qomB!(t+`w>PLA&ucye<B{EJ@A$m
zzDsqGLkuq-vM|W!e58}xZSodgfi1K_&0`B2bn^oG@)D_rwEo!?h#u1Cj1(-XPS)VZ
zzMQVV<w%$$qt>z$kKLjwS(ensXep2LJK3%ZenaK*V-{8dW1k%2YKKS0#B>B9)j24s
z9J=FoZMUi`)%<pv@5B%>iVHQHzwYzxjfQ7LTujuYj$CefJV$1t`^Q4xEZ;oWOo=xP
z@fiMo43_?5)E#RLX<6C*uioAM=so#PF0{yoF5Z3GYl%#Wu6y%_(%Z?L)4PIdN{7%;
zzvvYYn}QM1!xaW@F9f@u%6%M&Z7Aoo)u}EmdE15PkqjG4_DKQ>Aq9mtix(rA1d!&?
z00@_!cl?Oz`P!E%L1>rwB>OW>BP`N_!$+h)<l9r=pVtrqT{+bxd?x4kN9L!-ctmK+
z^)bME2WK#FL-*riMCfMsd8F^_Kq(_G<U=5~@0k5lZ{2+j&#SZ!dc%Kze&H@>68d{b
z<YnDz4pa^W2u(R75GL*hT+UJtS@x6y9eoIGD!lo|4Ak%Qf51Ka4Lk=m5`6Hea_V_$
zE;i*nxr`(jWnZXA-ofc(96Lp2f4Zmg^XDaFyvhRu@!Y0oHmGElTx$Xmo(On3W^QGr
zvoE@7)Xpv;A;E67dT8E8xEF+r*LKC>Dnh!=_L97aPfOK9GzZLoQNZmcMqu)zQnt28
zbfMKyRtm{WxF96JQ^axXt#2QG^Cp%Ve8i;rBfLZFb>xp2UcG8AT|qkUxO*G@^NWjL
zN_32m?((C}1|)LsTsH8axOe@?faU;g0FS$cHL0@)s;{7*E|lx1Tjlum&HN9N^A68j
zf=BT*Ksa#-Z@qG?E@h=M{Yr|E_HfeF?b~UKv;iU7JsoX%J!@FQ@RuN50Pe7H>9X-`
z;xb5Jd_JI<wCAah9rm*H&;co|+m>h+F$9`ynHe)z**2`r=1FlbP^J?;Zr88rcKeAc
z>(D)<w*1Ve!C7sR;GMu++ds7^eQiON#!<r)alhkZrwl5a%*~O6a^%D0l9Q5C%d2Ru
z=^V6~vGdtOA7IFuwkmTzA~hX0lYtGUa-K`}JvpD^k-n8G-u=cE=ysH2YPd>vFSedC
z$b~>#5wrAWne=!K3_`?CZW*-;em*Mg{)B{7R~d3J+K)DnSJ_Rot*LlpnoL<RB^@9H
zDCss@Gohv0;}tqERT_DBKc0P?nEuU6hxRJ+zTkCfj3ma3qw+^|i4_)Xnhr!xoA0Bz
zu4j@?|N53OhtG0!Yg#{4M>wiLWI90do%AmE^~vdDpX>*+HW=ONh~72$N$p1%o+gWv
z9ix|=g^t*j^{Eh4$7rFgkMK-6SzFsA6w?G%Cm1h#Z}MtV?}G8Z34*}b6%jBA#LiIq
zc;1%pP$rE8L;2M!;x4{EbqCCbjgigp%$}zY+$4*BZNV7^=W_lt3ijk)L-zM3RUV!x
zk+~Sj{(4vWKs2%w;6SMWD8K<CF7kB&Wa@hfW)}_LJ@FO6*fp^Es@mAy-d)yOmc)A2
zyu(JeUsnoR&81T9OY!NOC6k3E#@JGa2XXAV28F)nB@_KFqeK1g5~4SPw6>4uZjR=t
ziQ<`neg!EziOCRS2BL%_v$fAE^N+;_bxtMAYj`p)-=xIZFuj=VjZuk&&Pgq-Fj_Vn
zOg>XEnM%LiZW@qUga?ejpW}*1L&w;s?Q)muh3HkZX_^CG=V1+CEGM66dU3>#CtG@{
zF_Vs}hr?IQ)oXBmD3hAGLpiP6FIM-=>5qb*l(K4CPp4shW+fFl;!YDX3qh%y?{mKt
z4<33*?4SDMN`aLiT|pV4*IZfOW5({KsJl8D>S1hliM6ne*J8&#%H*|vz0~e6>))F0
z=U<G)GeL43&Tn}I|8lk9mo5m9-ce8^KIz*GoA6s7xd<{jeSu0W`LbrB2};zFAq()u
z^-V(%@k?ZTD7g$$oGfO;L&K2QQWy2f<3BdPrh-aK!AeS08Jb)^#!#|N_HF^~a<t^V
zbXhyfkJ_OY^e3;K$t3tGr$p6UH&#c?0{rEggalACOe?+`(O}Xv;B2t2XMMfm$>vqL
z@pr_z)K}HoK}86d|7V)x<FNZ@5so@g5^i<ThTKQZNsFNRWJ@}tVLZH;T!w-@lYj~2
z$!lImbH#$NnM!7NHI@!s$i#w`72S-mTNhFdViXg+6umhh2*<bjn1mGE*k4H!aGk&;
zAZ`WWr{^u)m&RcFu-z3j!>1~3grja<@DiaydKLF?+WS>2wM)oB-wEOZM?Lmlt(bX~
z)#biTYVAm=?5_1GBunuHNTqwmA%j894fkC*RR%IE>x%v1TNDQ5OC4yrd>SgKY$j+5
z+zBm4M#lAN+qUQDA9T!OV-_MuH$a`TcoJdCJrwOaV{N~Q;x1Yrb(@Jwnuw3snjqFT
za&C)rgtnf;rCZwL{`%D`3NY{dN6BgYxMsHD<}+aKcf=rtyRh10UkfP~f~%<aC~|3i
zld5#3lC=$Fd9fgk<7_t+;NCX79m3lmn>1rzs=dO!J#5~sg*BqvAy#K$t$wCD$Gu6j
zbKhWtmLzXBn?DzV!=&_3+SbLX0Q4T~<xblPphQL&91H6yRUG`Q0tB|&TxZwgrl$q6
zhy2*J6e-^yf@VuVTF}rS9&<Ipdajnqw|ZCVDsLyQzktHtm}o9tKAQZKxoF?@_30=~
zx(ss-EQASp`yWVLTj8I>=@5@!X8C4ihs*W`?MZ|iEuscSBtdkY@;$zW=c!#$Xl{Oe
zK?teN6}l8uzzBMe@qPhG@-D~J*4ADkVw{Rve!u)CnGQEzE*Q?F1~wrhs}}AW!yVf(
z>FSYREkJ9HS-XMmIt+-Y52TwnqM_$nT{<#7cj%R}{I!E0L-7d}wD5rpO~g0Xe)Df$
zlh&q	(>BVq%C2t9-iDd}GI^QEU71zM*Qqx__^;4)!SPt?PaF3w|hd-!)k^y0}Al
zV~52Mo(8$yW((6mJL0}F>B1@BANzBEpwpX*%`OnYune<HqN5EQh$Qr$bZ#)54fh!w
zy^U;aK0ePRFwRi#6zO$O7`M3}CchbnBVXn$tg+=waTt8lZTpjw>jddN=XG>{-}2>|
zvl{r9Wq|$}^us+tZt5k(AI)Wiv~Fw9vM%MxV;*Y76RPGZ%ODMrH*L^!C6hqkA8@Iz
z1UbfrlZq~Ta?F5FZFg<$^Y!LFiy>MNYNNHj!2+8BJ0%GrJW!=-25F|fg%qv2h({?7
z0mjc?4^Lr%xQ-ikX`Kr;Kivnu3aQi2`V!=vce&2E0F`t8<(0k{`#XK@O4Z!EGaUx(
zOBBtS$L>KjHC#8~EPIe!vDR_y=KR>rcf6`g_NKDOq3;7)i(qYaj4Db}Pn6i}lLL_e
z1jL~a*nDQkq!_BlRd<{5-VgI^dir3n4gf`<v@mmLAg;OQWERMJ1}!VD-$u);Ngw<c
z%Er{@d^O0lc(wxZZMTG?a(QM=m~yw;jXy*PS`;LuC?KT;Ubu~)uYm=#17?oOsJ(=6
z1k7L~pVr|F(utcDPs|<V&1gZU4oCGnZMa-C4oXx(6n5g6M}&FFYH^$R(kG>Cpx}U$
z{x5)(+mK(z5fQ>9J-$8Fip3!m6xl)Ox3~9Zc#ZULj039y!>^_803*Qf6r><HDS#gc
zaW&TJ_iK+QVFf^6aoUX14lo9Wi3!!m^G{k85a2_<1^5B5J2<5TB^AI=%&!N_vd#&v
zi76kGB>y1cIItORrP~zo?!|y(G2MYA(3?PCn~m;<3qf(bk9M@v?*%{<1U&1Xm8f2H
z?+Z(EvPU-q<iWe9M5ROPot2ff;s(AmHdn6_^f#TY{Eq=J2Es5+DOY``U}g{uO6!<J
zSXQ1P{R}`-Am;!r!3r7!QqKWnMgWW%$ncb7(s}q$TSl{y;QR!q>Y1v2(FCB!gP=tK
zhXIdFQHcr@v`7~qGjl`9xt!1OLxO8}m&r&FE9W8)vQig#XK#A@0B&J`hVHRqXG=I8
zgfKFj<hTh7rcq$HQOv;Igv%FnK+JTuw6>~Hd2mn?W5=xWzmRr`D0NJoT-VD3iRuH>
z2n+0}a%42uAaI&w4;_CfLP6n43S@a%wm&s*{*<^2`1o@3+_k%z1ba+}>@Fk7sqVr(
z0h%W=I-0@6Zl3CVs`*U_cn(05u5BmCumkIfGxEONm2Hugx;nJ;El1?l4C0vXP3q7t
zD{iy=0li0pQhUfD9*G0Q?CR<=;tOvY1;L8pi{hsG&q{gITuTP+Qo@^wC$L73DKYDG
zf2?gJ9i+T*vZ|y?rL0%FVD-4%K{Wc-1+F!V&~Fw;u7EN@jNc!aDEM=%t{0~YK&>kD
zn8O*U$fLJ)vc*|E3#Zf+C^2bMLewYvR;mQJ?C0{ET+K?klO6-pLcQxfbRKw}?#^b7
z59B5}70ZfEDEDW21iAcVIqsD03>+Ao+5u5n%XJ3epkL^F{B5BG3P`2izEol&BO`Am
zwAShmx`_%4|B@nKu0fPpi^urbdmDNV2-EQHYB{igbXLG&22~i55w{q=_#|<(oy|2M
zRNq_SE9@R3Gm6f7f^_`kvS7AmqtjXw^^Ls=C$qY~HFikQ1np@14)Ov|j1#glklO}g
zjp>=v^(_=g{ZRr3$67dQ#?@}-ZS|0)!;G9e(af;bIAiuy08hC33wYvhvtmI4+)jX%
zJAT>LiB28LjQiL#Ga)aXbJaOC@paleez0j0e-nQaaTc2x_4)g^KRGZrR!6_bfiQWs
zZycb{pV13v?e`XGIdDLdfRtBPS0}T%2nq{d(sWTd{D%x2luuu9x(YNCLHOKF=~Ztm
z_XpJCFc}AxK-N}Q^CcuaG-AG%^%E%3T-<RWfWF`yf&=Ppv2iw?UZC&JI}mlsmoCb0
zXLS2WY+!OiEt>#L0}kQ5TTmT>=z#(H(%S-jxV0Y%;#uA3{;lQzJ}`MHuP%<rl>0t;
zwb8!OPC}~N8rq!S)d)}88yX*{KeEI2Z6f4KbMBFThG^jM@jGw+c$zWMJthaKtA$em
zf%W(k&8R<UaM0X<>|*DTu-+dqu>+t=4O9~4VM%M7IdMmzxd8NJsQb&rfp#TDKHz8_
zz?EAGGHN8pJSH3F`1O(|SoY0og>J^2+JIknu?_r>@emH_fj$Yy-hrM33qgRH2%*W-
z8lJ~+<Nl_9dX%M4N%I(Xo!f05sg0Nxn{`w|*XJ4Tsbm6jtY?42z8H(n_bg)Tn_EGf
zok7JPx(oZ3QvW*#K!RL2DyR7LCqWr0;Fs*$UC(h)7~BOsUy#zoSP0Stj4U{^mNYXV
zzdzk|VE`Xec3l|2^d$xBzdeA1l>Q$KJMkZIxC0hDh^7QeT!Y57{YJrXBODKLJ{>OS
zhjYEx;`9HDXz<yS8yXtQ%F32wEHc!;6m$HW1(2NvrXbeOlo>zzY+?WG_5kVD05Yj~
zA!^pd`79Q=bZ1$hP!H_Q9GerG3J$j6EPHHSSJ&IGT)I5e8&geNQ<KS@q4ftTY)!@N
zvLnBO4G2#?T0$0XBxqjQGbq4|2*jCAC=O&3`)Uo2HwJcXp_g0E{C4Po)l7t0?`wgy
zYN2S9BDk>*tyKW~L-$p|WK&B{LA=<o?h6UAW~L&-P($H&$bmT+6M$eJ#KMyeu3J4o
zs?GO>^e=xo(J2l|kErDZRXoU%+;Nb9OE2(<K|vANs*<Tf-wHteN{-*E2b|T|IGkq#
zhW+sO5)>C_Ao0o3V+g7?<$k1G+8@*Ks43YFv_a+`a3#VE2{60<A9(GqC2L8}R6tJX
zN2uSTt6pn)HrW+4T^b!=2w2yt{uwYO&T2v{>D0}j4yxWRR*t?kH9hj^=ZKYtvG`k0
zByW^r@8)uqRsIS0(BCc}<fo7A$~W-TkD3X3nlhLWH!l`_6Luls-m<l_8f3W76>4|Z
z1Z!3B$h?!WoWk<eZ-*uYIp-O)&p`qosnf@p`S?UcxEaMye|wb0<C0#lGG_Qk^yUC6
z`nxWKT!F6?iI0V%qT&=?a>41sb6H&+Mb$Zcz?a^>@tb8Yxlkf5B9^>3paVN55v4;}
zPuGDE&WP{wq{mGqC8b`ec{T!x;_Vmvu3Yj|AwgP--5`|L!21Qrx#9Xi(|C3vyGe+S
zWV#e+1n?`Cz4L8qyo;+r+0>2h=x^Nvq)=4zmU7tp;;D#{;wF1h1}YG?80n+KR84_r
zpbSFU-AGdvL`1m<#{ZmqECrm0gZ>Fv_tw@)*L|NT6oe_Ub2L%O;FyV!wlr|)Q54a0
zA@mzd+S^Odv__+W@d03515G`MF2+e0aHXKvi0rR7t-3JuJ$B~{Z6wH;7p4K-Ti�
z4jm-o>s?I@Bb77YJTNY7`|Z5PGRIw&;6wF+D>SP0utO&Nv?M-T%?=;%f14XP6*C3S
z)D-x71II3W3G*=lByt=C>DKD?IYQ;v;|jkgxbum|d+bx0y@22?j=;@uzG|-%sTV<h
zMcmh7DriPB26S9@<=5^9?*Ct+3t4DIP%Mu##UN?{0cQ-qM+dcv>g<2gZYXa9LfE(Q
zSZ@DMNfQ5U2+rjJIh*+15*m3M<l!B3>JJ1+wRYs@&S<o_#&lN9rpW<g^P5}*Zx5IZ
zK#|jr$hUJ>lgu5yE(PTcswPc@SC@>m#*}1D=hEV7lKmZCec(Z+FFkHu|1h4MR4x9L
z>+m%n9N+e&3)+=%7J=82ASlcsWd5cJK+222Kt=uUK6tfT^jF;}`d5ho{I7ySQ5?rZ
z0P;Om1mWW+5ED=7kgof*^=*s@90W5Q34gEbFER6c2_l2<k9P*`I+Hkp{{Q^}kid@O
z8C&EN#_g4AwATMbm-**PMe*IHxxMWN5-B^J{Q#84h6eDJF76<gfuQ?=BjXAGVn28=
z(Tv@ea9>jEUl<W^zoy!2Sv`v0Vm$Ux0vC$!Wl8*SnaK0D3!$2uQ_aLN3leNe2`*iw
zYh5uLrQQE+{H2b9GSLyQg$Mt6#&{5Si;ZYCU5!uLN}Lvx^D6)$0G`l$C|>~i=r~si
z$i*>_vQmDm+bbwONB6~jNJN6vV=%>z#O&tpAQ;f&OVk9Z=NiJlH9?y4`tW^yP`U+s
zqB(Jl+jU&tJaM@MTby<vw}b<df9kTK3^}mvKY)Wh?{8R?e%~$b!mbm(LxoEnxZEw!
zm%oG$|F!YX`URhYG%Pxlk)Gbmo{JJWZZmP;&RH*C(>v(pzKz>a^Sw8Wx>r|MEd=>O
z4aw_=Tl$0;f^hM5TvUtFZ_gT1Sbg%lsc@(=z!m%WRqeS(klWLs76+a8DE!|(1dh-9
zTc)uEjd^q=N{Wi#hLt^vfivW#qIls|v(ZoYbNep;pId8&Vruj}@Jmsvut8-qkdf^h
z|L>!NK}TD&5noJ`T5~?Typq9qrf;P##_hk(9z1R%%n;OjmboR1U_BUQXAg3_2DZmV
zX$oM%z02P-{tO1E0N9<E*Ebor=NTpX%2*{<Yo$tlf)JZY?^2d;wWjM*Lv^)#QW8K5
zZ0@F(2p>*3eou7a)lF4<H#@sGRwce}rRLjQrFkA8A*piQy;p=8Akf`M<n01yt+SH~
z`Zu*!n}fDWO-p-8{vwKJrLH9<aJh06R!#V`a(k6&HDy_#+}Gm<*pK|}P4{OUhff8=
zZ|76u#MAePFKJy^!z0kaHhd~MlihePK!q$1**_fnvPO3;5;{8pLI51w4~D}39y(ro
z3DgNBQYvhOmkd*E_Ix0Sf&|wO$oan02(*X^Ut?c3f9n>A*q@U9mM5sxu;V}jr9UkB
zdmoS~{vF-_@sSDadjDo`|0YY@)*R_}`o1>(Yc)XY(p-kw`|nIkF|OU-w|0MTucm^R
zW+&_e@P+TmgnVbk2^ByN;Q7B^*>}Rhi`NJ;34W{Ro{0x>?;()t-;;*lS;+sZ9|28t
z%|UL96v@TIoaT@Bo$G%Q7ob~%K>tSH6DXeV-bem_ac4iX{eP38e@G384_5jcip}{!
zD(L$%!+AL3vl&m2W4DB3YlA?kw(911j9bw(>6v%rfAc36q(>WiCLOEpwoRMPD&P50
zIbr^-Sc_*(I|loeDlw_rr7ii3spdQU14xZy1_<K(>OPgsAL?*jDR=K!9wkb5|9f(v
zIk8rkKu!dxCvdd{XaY)dx)lU^f9#vXJ-#MJ`hlVW0CwPP<@UR+k0!Zdpt{yx<hjR-
zyNYm-jR&atFY()-Vc#O{^5yhvmHmwOPF`hCF!$H?FMZno%-<plw*1=#+D}nInx-rS
zOdaSt{q3*r3NzcK1gJ;~3|c0lf-|@0*VYsF1%dqOuP<@_{jM(jp4h3lkA-oyhV}0H
zG$_;lj-_{n2|f&B6{tPdy0Nhlq->0DC$x@(ppFs2LAl(RBrCL+yZC$iCxt{rvRudY
zFJ}mVp04Vlc?-eCXCB2m?qBSqQ}bm(JiVE=7ufwxp;+cuwfcNCs}4H(n%(?MAYr^I
z7}0>5dp|ek$02!g4~`&^+9&r(aP1MOH*TxnpatbN6Mo_Z`!28F@!8+YJD#r2fzspq
zw+Z`u->oh|;EJHZ8Owy1Yz<JN^0!s`drk%G(bULW7e?;TDZheu`t*QO;h&hbCp3a#
zz$ns@sAYq@1in`RWoqc(XuwVlG>XicVBj-PaoLZ*WsuIFaWxoNDG)<IjbZ&cJLz8c
z=QulsL*hROq5vA9a6LGJMIfmgA<x2?7bvrnSowQuK7G(c(}e<_hEW4V=_&kWMXa9a
zot;Y94)*^s_emikp$u1GtZheAZ8{bgLu;Yry{z--c)0TqS*SLCb<Z^5491>-<6^e!
zQF}4lAkB=jd%K*^o|*rfprB~<w+bayyRX*AV2dOinvq-TO2u<t?u**n?DO(l2i?-&
zOq{){R@5h|s49luXySHQPBC>4iM9Msz>%ofkrq*_B!>N;hEM^^0bYj6kVS)Mw%>Py
ze#o+a>x^;~7m!h~AYcYNG_4!9?@ZIrI>`RZy2U0c?#>9#uI(o_A(O=BH(>*9{y*sV
z{}WGCO8d8S%-3Heh)u&)ms%w@M<&zU?G=|k8x~KCV;$|#&Zm52_R<+-5OD94Vrkt~
zkKx_}C7uzH%w)I!VPF>*DvbMaVTuemegGtAPpD6~jYGz2CocJa?+J)~fJN*!OKukY
z1Lxqj1z<Dpkin06sHv@IbI?!t0{8R=a^v9pLN~aV@BDw4A_`%O39o8DSd8jsq+<&O
zqKiR~Pq}RE0kr`2(JLd-)BJ6Mcza~}+Sl;t%6j`HeGn;uzNEnFA?UEkmV=wy3@dOL
z*^*j8y%2INJj%X?t$*pg7iYN#(9gt#MMP+Ws%KJEYxV*sd65QiUODFJ0oiP@)K<;o
zLb*DUix*fz1@@iHIAp#$S+McKLPEUCl)Q8#hFKa8K~WEZ1p_T0`>Na=3`(V0Bxivk
zoie2oSrLR8fF$#7;Q`>>GqLbn7eFaCo8&x-1IBPvr;BkqYD+egz%N!90ap4Q&IgQQ
zK=lwxY)b?g0;T_H_96%T@Q0wY1<ZU4PKn8c!eF>EJvR=7!Y$m~#OX+kOR{d91*PEK
zS~xIF?+8JsN;+x&!8Ka)%v|$V{RL%cPwwlE0#B`mrv&x~$O?O%-ICSg(zO3l%qpoI
zGJ;dIL7txc1kKT4K~UnA1O=NNdvT58+wv$9R8F?zRtF7fKvRnY+8K5l{&)u(Nxnu^
zTZu9hQb?bJGV;5H4e;uB{Bm19HorUIqBv;B4FSG$*DEf8c7_8^`?CvSY#@tygdf^w
zF9-wx*3t~0I);|??3lcD7ST1i<e%@HEOwRT*`A7g#|JG+7uAljLV{3;69j2%(Ec*b
zNEF8w^<~m1ee|Wo@3r3wfvY1cQGMfm4z1%qf|5Zv^_!1m0*&waeAPb&r2eEn`I}5o
zWV8o9v4mU?s7ZWe$tB9F{$vysyX=XgGzDm5NETL=X!sun{W~hzd;PB`fY!2)=AM8$
zn3(CT(e2alwjaQvNw~JqYHv<#e@JrM#!B=ow-0^)+fqscuvTt$eh$(osX6w5__0qW
ztVhhYt3+4Nk9<m+AlG)<td?+-Mbid*;F2M`Q8~_B)5Tp^KHZk@1RA0B)eXs~@_)`A
zB6V0T?04M)jq5V1y|x`xAP;0`gwr)B4)cpmYy<-8Ikx0f)l)p3LlaOq=x3;HS;_6T
z8p@u;z1afw_{^HDyLW=iA@<x_pag1Abgai0oL2p9G&g5cV(L3iL~))8fIr}M5CAQ5
z0q*yMoj5v{Ey)_>M1VaF2D+dRQb0H!!EM380|+yJ0q@@A1ui(;TNLOuDFMTQOo6#@
zJA>hZ;Tq5|m$@?+pwG@yI1aA@S375CF1YgDQ4mys4=`y1j~PVz&<3H}5RHmzZceY2
z%4xW=7c|)({2T$-PvGA6oQ7$c&n%3Bpvc|0a5x@(fC&1OQ*kse)}%1ySopQwbp|%S
z17fHNEjh6He{Z3XNbXJxq9;J6uANPT760#0mHNc7s-8l?Y9r9r_7@pJNJwj)2JG28
z!d<!@Sk8f6@=~AB(w%XQ15&z`^T5mxF!y%Q%1gD4y0nd9(DnB^+G%S+8)Wdwelr%N
zbhe8}v^oF_+<WZm6_iiI&rH1GE?!$D-5Bj~dmX#Bj6sgU@Bth5xL(Ff1GXKq;S}H~
zitxM!mh=bb*;e6{P}SlO(P5KwdjS>w{**nxmp~AJ3%f55xP8U`1TG)Q*8PWRfzu=q
z-*5NeBp=8Z{boVP1`O9I^@p&XK3@thQGF;J1rm0sC<v-%yVZ75iJ+V4->c&@1*Oho
z*}(_%NhjBbKpz6IaDU1%Zt8GrJ3D@cAcV*Le;dUAG<@iO>rNXeDEfjtBDRxIChi3Y
zzy8zMD{pU6A}gQJ%XxyEiil8|&@pQeEB%`ymUtt-IH3D$K@7@O2y(zoP~ja?Eg(<{
zBPH?x>sn2*F@RyG;gptm`}S;K-J#x?aAy}J5E}HK1LxG1r?Bf)i}z=ep2+~E#X*K1
z1bz^UE%6?$FTg)%`ChL_T>TC}>o<5P|3Y#M;+^Pd#@k{zD9k&rU4WV@yDS7nB_!-6
zs#t(Q+g}T09^gA~1M~8)yx#ua_Qj;)5HNG;P;X3Yb{a54G1)C3CAlZ4ICz5B0$>Aa
zxPN~H%G&*@%Ku%CK+o}ins#logjc%<l1I!W<Gio7>#tYtQmSHe&pK#<1KJ@<1CIOR
zVig?8m|Gw6@I2~-hW}))64lgjg`+3wd_bSjfiWO6j(2TzCm#nWy{k8eaQ6fq90tmQ
zHY9-0`?P>m2JgGj9<J}{*3M+UpgU&vn=2&%&}#II#6>VO$P)kp;EjQfEdp@PX)7at
z^eT94x-SH{(j)F0P-^MFF9qjlGMMJJ;XUR2bKPGUs4V*dZsC2U+%o|<)zJqI_|Av_
zU=iLs>pzEqV!_i!W}J1wA<mAL;|crhnJGwCe(&OcV=|BxGyK*If{R0V4|bBg`(L*F
z@8reV?ElOw+ZB$%ZsRmtF*L}t+0?As)dL|IaRYui-qVztCKz-iL1ebbI!NgT4mN?J
zo-ZYdg!kCADuBp1px6?$B%pJqA1+Ks7WPh?RrTZoD}k4ObXB7Q-M5@GyS+8rKSc2o
zLRVmo;k9Y>S-v3e@b(rFD4-BKml}VY3K+IJyA9Kj7Te=DuoQ0nJ!wl9tV@^P=1@H>
zwGHL9&nZ6PoYr)9VKpaIXLd<LujKpk<*D4u>uF!^Z$A@9gI|ipOSeed)^w*b<RlpF
zYN6(6(_$hGsFRw+2OOZaX#mCS=$IIv*1U2)L7BK?dqSFys0bJ-NwJT1{!H5Koi%OH
zX<pnLHVY2wENgLJ898IhUEVh-65wcvu21h@J6;u;TYO?Y1xvkPihH8wzp4g)aGTVo
zSuk#nqN<1dcqr8deH<jR%6*2d9w!J13;V@XkjdT!#~60RCI{&dnLpYZ@F^)byEnuP
z09X`TrmrG6bj~VgO$qwOL6Kx52y~-?WLk#$inC^`LBdXaGM(mw18C)<_eIe4R)sSK
zVkVZ>Um9WFDa$|bo=!u8j)oWg=vk)+N+XLllgs7Yo!XBhmg1u*l4mkeCz}M;V@V0_
zgo-1C&K?L8K~1POxtsay5{vIaC#ZSp=JF$cR1_Ajy$G-BiEE1noCUr61i;1u(T-&Y
zrW9B)VP)tX?jUrLxS%h=+j`JwpLGQ!QCAG-Iu`YBOP>sE-dB`AUo#*F{UgSysG+Mw
zx2!027`umL_>U~9(K16M${!VDoDX$hEenX*PIGK9*4ms<Gmo4K6q#9R2bYjlnAT-?
zXsrj@7wHY@k84z5UHh@c+nclff?W&XWKD8fiSRI?<qduEKR!v-2%S((=C=c;hOIa=
z;XZ8|za;2{jIzcSO3XEFZycc&IMku-z6pM80$-cmnwc$`nJnS5%=+bTC^`hrZ=nS>
zoG9ljSjFeTT_&?twId6wL!h=B!dk%$oCxkr-&D|z22B2#v?(~hmo}9vCZjjB3L7vf
z>W1z*!$H=KCYW1oSjYKW%Na`y8oK4HaaBbkrggObjt1Q!U^7ZI3(k*KwgP!2Uhxkb
z2CP=sa&LQ8ZCpp`gS(RY&AuhH#*6ZgG=L#5cqLx&e?&B56BOP?!#5<VHm-GtH1Urh
z9;-ytSR=Ya9u&t=WclW%+GpR1p5xMs4i?2;=xYMsXri^Y?hbL+{kHH@`|jZSYG}P3
zLf#l$X*IvO5m8knI!!oT=OXv3r?np%J@j&PtF@}<4Zi`!?5J3DVapW}O<Ad|0AuK0
zI2`1G3$*MymZ&H$to!ozhxN?Fy9aGN(bIa#Zve=}QdM-`v@YTmHd<Woo779~Ez(r<
zO28{XAyHJAQoMrW7e$9V@h%a({W1K*6akLrI5KEcFZ}#+v9vl&LNVg9Yk$gf>_S9<
zqhdFOTVGh(&1h$^ltqp~cvX?OX&tmF^8|2p7;AiSjJDpl(i_gGptB34uSWYS)>og^
zTF1~XJb0|aKkwEzbX80YM3c0o^Rjhg<a?-do$|$H&^f6gE%yTc;nq!XFROi~FSs(F
zG44f;v_?hM6=tU4CoI3M7|Z|!*_pl}FyxK5FTtgrGy3GsPJQ4K?fcryAn>HgS|K98
zk^h_Lpl=6^`-cPeu?BW0{v7f~q=<&}muUMsn8l%sYP1@L<k%-5R=_jCAWO!!l$^Uk
zv2sj)Vsbvny-tteO0QrSxZ{X>*13P(Jn~x`sJ7K4hz@JevN}(wxR2Gbmog6%%Eldc
zoyBfdRMl1uu~ul`d}pgqeo^HmJQ)4~ph{f`xB<qR73tf4MWf>V$4Kr$=msa(Qzts)
z7@fX*FxVIjB$uuwr`=k})?Uvhb(`}LP<)iI8lJWq9>V(N)ko3yh=(GR;K#IKW>Uu*
zh8T<4wDX&U*sc4gx86@@o#~ra4PTMU{S}|B^m@yuZ#|-2F$XJ<GACj4AVv|fDh0G^
z>3Dyz?h!z=i?!gAr#s+8G$5jHMgA+e^yFKP*rS@J;Lj59{WP;LL@Py<&3@)yP}7#s
z{}#l0>yf=V;~Sp0$<-+f0U;NsQ(LdJ#&6i_RXtX5^Wo)Ii1_7xWu&k*zNj)x`B!~z
zVdu86PG)Et_W7xp)||C%ARh^7SVon2mo6tPr$L>$`t0=&w;tO^x^tM;Y4eXXgK1vz
zb|fe`P75P$zRd)J)<nIa)EYe}LA@|sYi&Nbx$#iXOfJGIM=|$Kyvg8Z<d)r<{Ujfg
z<;?ThQ7Y;MiH~BKPrPaunu@`@M}V?~*lt8z2FhYsD8B7j>$J5-RWxwa)ci^t<_QZP
zIN#ek&Swz$?R70nU^w+h>tTM6z!oYd%OBcO)}@)xuFI)i2+A+W%wX1^ZY-v7|Gt>7
z-Sw5NJ%#dJZ?4MPVLm==G3l(y=1>Oi*Snk7wb#2la*7-7`XmQHS1;l{Ju(D+XaC=|
z2wW-uuAseV@s$#X$c+X0kP^yz`Zv1TD9}aQG)gZl_%Y7i_n(>6?Zenhl8B<50UO}}
zDra!|XI(_VY+_|au!teJHAO-tZ$w_gueZx>DsI^}Dk>^FJM!X$HgdC+(LFpnI}v=*
zDAd#j(XVAhV_I!I`$cR{`I-Z*=F<JCz;twRX1%+Wm2RO^t;mI=hz+UJHcp#VdBxpx
z<~rKSXyR=8buB+^gNT#(*}`A)SVNITL!yqNP13<-aL={dVQg-Cy*Z<8;i~TTy15JI
z%%Fm7sIlcUa6{#H%3MA5HPyoPoDBB<fYc}2$Z5B7G49-LSWXQ0SPvtteSC@WJ_n^;
zZRJdxnSMt;BM-O$L)bowzR+`P9ShFar%1d)dZRk4dxy5_tG6|Xwj-oJxpO9G%FDBm
zcKN$3XnJaWuWV>f(w$S!J*HVHCyTW;mX0(O$X@p7C6)UUkv`YVwKbaL2&dnSIg>*-
zza1L5WlrRba^N$O-4+m<G47G1KsPs+ZfiRmT2I!PNn;d;3<geU;m>kvF}*7Lz;p2y
zhrpq7o`GVFSMFB%*Ev*Q4zcj}>!18SbiPde(I(7z><GdZ+0cJMLzIJoHY6mQeo^Ip
z&G*k*XL3_cw6sKqaj<?YYmIXx&L)DXh;567QF~iTGS3~8xg;6$lJ&Vd%FPU408gNZ
z($Hlt^vRjlCe{rBhX@@Wy<P*hqt5x$?Sevz#3wYD{oItNDhw^p4bxtiBBqIU%_-y+
zn^$KpQ;q*L^FaRMAi<*E_rm)o%3PlxpP}s#gr9lP9>gfYLD)_u^~+~jH^xz_vfZ<<
zE9sT%JDPSX>B@He+gdu8)$eXPJA7X2TJIr>eJqYjY|*;N_T40@_l(CEJ~hljm}Bmb
zOTM?3Hn8tVvrm@|1le~dvt%Etx4s+A<7b@26x?YjYe{1~TeD$;Ow_tXUGx4!CK0M>
z1{<VAth+Uh7WkaQN5AgtM<=s7Qv2wu)rktdY<#uoX9a0*U?lGrmT0@?PKF+<yPBGO
zF{v|?Cvi^CT$>C2fTBIZ=}D(w%5(LWOwQQIHEgd@H|$Lo!wGMN<c#IfEyFS)P6wZ#
z`4(p~t~dX~)V9#?VbtpHuVGPXZ%bWywI45kp_jFbQn?_EqkOYYjltYnX4|jRl;y+G
ztA2gw(la%b8PAK#-YIeXoSc2LHCfM+>d3r0XW47RcQeT!eUB)hFH;#`;!m~oYY*qF
zml<fcUNtYues5%)dD`F=dG)h14=B=`$@wnns6SBLTsQmqmf!;ihL)qQ6!s5oST20Z
zu_5#aC&3-z?IX(*Bp!@m-dbm3BHls|Hjn-+xSJdHy{|YU!w}h7$}5p@bTD;FA$HJ6
zHkjpNzo<IeD;3Y9)9OjzGl$Qq14#)p4<^|M@d6dgsb{GJ>JyAo`ZGTpOEpz?tL9!M
zH&$s#;TyhB@y%X+c8=wv-$cK?o|VM|-7P_LWTNp&c4e}k4y&`DF6)qfL&NOMI<-f`
zrJn2l<HwX3?UdsiRWBO;xb|*FvhN{43-TYgCO?$8u0M+54Cpk{G;WdpC7=0afavGB
zkb4#6->jS81vclo_$B3X+)ZLq_|zAk7f>(o#xJGz$qQ9ZUoq5J?3XnxPx|W9xkr;H
z3CinrSXBm69$(Z~pE++DbCmby`;8dp5cu<(W{*D2a{t2@A(gM2S;CN-A(^XgS@tpX
z&DGaP6Y}E&H|hiq`#cj@9;->Z#dUZg$5%3dm-T%rEbwa?$!Pv@BTZ&_+k-c@PaHjT
zmfC-O;lFF5P`b6oK7Ahy6$^?dscK&pQH&$_hmOD@`t*?agVsAn<p{;@Xky)$lB*KO
z2<Oq0?eZNiUNs2A-Y6TLhxanVc&Lq2PrgR`3f~}ZFWnHJ4!w8Q%kM(<y%NV?##uyQ
z-l#NZr$>Hq?V2ow-#_)`U5GlYYNFxhfjM-ag8BiiU0=9G-3cE@Ft9f;zAqrY)OWb$
z;&p4!QmOEzlt>ocJGo4vwhIz-t%Qo1?~W6<CZGD5nw9E<8M!wmS?Q^EPwB(``s-Lh
z&Mpzp;w}`kZY<q#m68{lKJ1NQUtes%gCALjs8k$6@^7$uzDM*{waGU-g}fOar8#b-
z!1N{be#%9T5pS>FmWh6W_d@Oo>3%*mp`9&lx8y62gx_rbXD+1Co%EFM3v4yTtX;P2
zwVAca=%PrUu53TT!1tfuVjCZD+gPj$awh881u4nrzh)s9^#9f1Q8%vrv}{|8GtegR
z7-6wG98Q;><fS6FP@irzMDrohsJ_n7{bATM{Cg$}bK|F_pBr&gPWz=0q74b|4u=W9
zFKJWVE+H(AQdmA&^~OuHcezD(_GEk|&E4l;g8hz?vqfz)d^6QC&L%O+O&jKIFd&d8
zK3V_fi<o^}^vFoprAkkRQp4J6v3B)$Y)^ka%=Pwt`=wKi8p&n5VTDWvXd?5AVR^)@
z_R`N#ea<q~S3StKI~6Z7)V}%!7zfA3auWBxVLZKR?w50c<K&#u7b-WEFIQiPp8cG>
zbw-ka*^^9+B+g~wT97`As>6E!w(jE7__Cbffux%`@E><74heS>-oLE)vwjzr-oc)3
z7G0c3?hL<uC-HuMF%Y@v_=RV&6WU-VNdn#h9w4(~FV7na(O*}0TK#O_d7H3IH7LFy
z%?}oMo0W3zW^!9zYCNDB4RXydC*IQeVn?{B!V4GWr8F|h#ZH?q?bzA=7<a9&)}jk{
zvD;ai!VgNSd8bTYmMZ<S&c4_wGRcY`Nge%Od{IBQ(^^<XheOWm^n2V!Bnjr}_`6_Q
znY;=)zGq#Ud&XmnQaJ}3*H(w?sYYl`$rXk<-;`fqzx7`A3U0N`o(?3LaM6W}P1kdL
zX`hm^fj{wlD1x^<s`DSB;`v)Oos7lS3Ylb*MMoN3c@?HUo(v+3q5t^RnnbiXrI3zJ
zc=hExM#>>`P=K9Bik{do?*`(cryzeH<uk_^g}S`BVDzNL^MQuv(FOU0Au2aMGj0E>
z=hm1pGgm7R$&sHLLfvF9lN*RLWOithU#38o|Fq=nvG!RwTdp!zI6hHzleogonEq@u
zlFNJarJhc&Y`NLUOl6U7qe6Dx&+2nE*W{Tp`An97@-UH}_(j0%q8CFRUwPK>)soEV
zP9;BTZ^3sJoQ%QALfg}K%+VK!8fS|e&OA2lI=`Zj<wkNz_1O3?$A5nQbTYQTFWG4^
zAYyzwSM4T?Cz&oIz(?`guWql!&@dkL!(;d<Qa=S$HE-cZo4{*{ZpD~4l<Qvw%%%%7
zL8gZ?1YW6f;)=h!>{OxZ-jcCN=_9i6h{pVEh^u)kpP<FEl|6@4dCD{U%#+&3ks?Xx
z2ZUn;G^x=T!{;UBJTa9Y$zq<`vz_da5n|*x+}CR}o5!UuX<>X~8@-s`poo97{CweA
z=2oUzF-ev!w;!Gxiwy6n?8T{KbW1mT3D=({>pj5#6`TPVUvv_iHKfg18+N%XkaEbk
z^nBf@gkKn;te`K0lh(a+)H0Irf+xtDC2P%3mwDpnl>*7W)1ji?*lFt=vyB*zUV>C1
z+TVnHV2jYfTA>uy^aaj$CTy$1;)D<Csmg>La|H;`EF_YNW^Zm+H6|zzjiwI|X2k@S
zjq`0+_+5Dvr*l)dq7Dr+;X12T6DG$J$#dTG-urQVK~FtKp84vSRdv(#D-}G_ua&On
ztQdX$UKU(l(H?|E-88Hze~2Vd)1Z^@*RJ?VsY9>beq(XXfZC!crLX$gF*+^yy#crN
zK3RtA?{nb_b7yL|Em|mFs0gRtJw(mrQuBGW%>SuK3Toy1G223_5;95O(IIEmuzsDd
zq`!m;P8`nb@0-|KIl(>UBYA3)*lrwjqDd*0(Y_P<iTChb@Ch-&IN3>I?&}wX9V4sN
z@oFo*4AyMC<2iN78m&G}f8pDj$G_6Q-d{!ijx{TiYS=2V-2c9}U;jMMku%2-qSZWD
zb{=xUDtNJq?D+s75wA^<bIYA&nnBe{&VsZJ*L8%e%+u}qk*{+lR+{90ogXu7)zm8O
z4j8d`*!u9Px)y6*_Y@Py5m!koRJAc((FCVZ1)BFCQ^R78K(q;Y&4U;OPj{2OV;Lp6
z|LQlxnp0ETkv<9{qz#t^(6Gx#LYeYT=d>{C|2Q6B|I&kIhPJV-AmCcG`!TQ-0;P1g
z`mBcrkFEb$)@SyL5Q=|_mx>-;*SKKzDB*<HIfDR)(RGsE*%4aybFQR{+2<C6$LuAw
zj~p`eReH$r^rv~2h2^yzxPN)s-ClNyjJM>gwamj#3Xk&5P7mM5XVWq;QWvlBt4q!y
zIA(y6xcy9sU;6VMH6rFf`5gGI#w8~%|6iwH-p+kWm=+WMo;dw$#w(KRm{SSCj^q**
zb!P9_kE}nuepRG(#3n+C(9TN98X>~1<0(>pa@l6GXv)$;<SSkMucve9XE$|<+bFLS
z-{S7{H@Ix)FF8SGLe9MP<>T!e>5)_<4u-cqJkRy$A*t^sU28lpQTOW!<t3?q>U3}C
z8d|9mFjr6z<oG`1rS|uI=Ua2Z_{5btDfc#E5((C&!LJ#TE!cs4_l@xiCkFD>8Z=8d
zF{9ogeFpNfi55|*ItmkVwQ>!v?5Hujv+mq&1hL<j?r`R-h9K8BjV#`+6h8qMP;_WA
z#D4X3#9wV~y^F)XOW01>F_ibn|KaYvqndoWw$UgGB27V2q+38iinI`V5kaL1Dj*$%
zpmY#IN2G};ph%NY1p(>3hOQvJ_fSMSgcd*ofo~G@`91IZyysizto5z4&N}{wx$k>s
z_UwJ_Yxd0S-S*KL&1MoP>jK-8ua&@)>YjLcD(ol9DkM5z0b3>i6rgk$CogAisEE}|
zaYa4r7UmuE;9C5}t3&Xs@bC1;vQD7*&&TZFEqQI9+7ik*bXnWBT=vRgiq@ZDIX0KP
zwlb)l>#8x59i!m5fz;N$a{1=_D|X67?#cdJ1%oV^*UGJY_>+1sy3<~yU_<Tu3U!7(
zCvDv?zogpigWNS1eQy?-w_<gE#+>v@AcJnBvJDOI4DP#w9`4iW3~v83iZiPEw^!rF
zkTDt<o0_dvU6*Do^EKQhkNAntXA^50J#GXx1U(n|8VaZ^+t;D53%yb`iqq^RuW9Cf
z8TYbKy%pNOmayAS+qv78#y_>Q+<h_2<}LRli0_?4m7#AzZmm?8EDIE{izS_>hcEk`
z`C0r_*RMt_PvIu>nh6aW<CdXYE7aS%>VEnz>qAYR1ycpq!RWRTd^`KFOSez&RGTQL
z{Gq!rvWtASjg^Kong{yYVI4I?vz^A)Yg3}&7q+Tp^kg_`lK&q0bS+X^?v(vi@ZZ0M
z?d_b*E8<gwrpzk!I`F=ncMmsKcXNsqr<=`LJB*$%H%1O4%v|ny<#g8G)x9k;=&g79
ztgjqoclV6$?QO*oIyf%VC;sk4l*<}(OI98wrRAL$XGS*l$@jcV6rM_27kY(oKN5UK
zLdCh5jX=kwo@=k5lIkFf7fIj+V}#vA3|;2%r#f-GS=iN<<@(h@o|4yFeZ@K!*!1Ct
znH@uyZA3pOJqy0*=a|OxN~h@2$5u^&Ta5*BAhsXiJw|dqddW4h$8msN7kn(tsz5>g
z^J@%g?oKYJtx{g+=J}CAg)Rq{l1I4k%j@u7dY?h5IA(uANpGo2Q(W1s_m4e+pS#f>
zr%#;6zBqB;$@YwZZE$Vlg!?DC5PxPSUqMMu>$7>tA<Z!7#>1uIXAuZqlz~{c$%4?H
zIIHB-YMRCAWjKjf=9!10(GfLUO(`47YOD>jG4V?oqy=BQc$|rYXNwK0KXt79*OIlZ
zdN<SC8HHPbX>`u9=r$Ui9xGC)jegmFu1F#D{D&nh%R44AtR~7{OAQj^$)?;>q(E6;
z-b-KiEhIZxZ}mK#p9ItBWe)*IBx`!@iHqK|6-6!d?0%xxW3A32*}ReHd)`h>T)UgG
zZY8I%FJ&7;rX$OgA*)Txef6!<6K(hDS%06cf5bA{*BEG8bK3L7Tx+WiPP7@!Yoptu
zS^bor*ZmtdGW+%h(T6KlJg=lA)~O1<&D~|8T}$$P$8(@6no`j7E9R^o?r_)Rl-8+V
znVaX1`BL(+2OJm`ct~9c|Gu`uSr;3gn=pMZV!^d^)=?hSUh>);O*)K<Ah;pNLZ0Jj
z3)_36MGA?UYn-9EbOc@QMO>5M_dteZW2c^`g-BhJJa#n)msT4+fux?R`Z=8wP}omD
zWfpmG?n8F+Sk~u@*SVTDTFr?f(39RUyayQ8nV-8SCPIIL$~BI%C2fGgx=3x7obs;S
zaf{T{uxW}rC@X&!tlcT7BYmOzYZzA6c--21R!}lyE^VKW$zy?mg3Xoons6#frDrp@
zbSO(8XtAzMk$!g>eYIt4F6J@~*_#%p>oslmURlTKx)P_fddFq;cT2qwOLtZi4tFOq
zO*#F}G&NOT(GEP|ZETRWf%@knUcK+3s<ih%BPS8*s@u5eJU6Ab#8KtfnS;}JSJCxD
zc;Ehh`p21v)iF_Qhw>hY=b2sznI22|7Os|`*7?G}-4)A*%r1G&R*1bjdbOp!{{D-d
zKEV^;R%N_~u@}~5PI64C8h^nt_eFUBZk6^roU4Hz;umrc-JF(zIDXgag<i?;O0uNh
zQ=UArH&th{wz*~m`to|Zd-Rt(#75*sm2ZVc2|-jm<8Eq!l(`{&j6Utzq0EQ1U$C{1
z`)p3B;OSA(Jf5E-Cud{Rxy^!s3uSM_Tbu*x`%{G4Dp=cA!>Bsw=qqRB#zOC$1rOLv
z50$*mKHcV<!F@<0P3Lp%KdS^2%KrYX68yg{{VpK<Uu)v7Xy3PGgr2Eh(puA~CFKhE
zwdSfk(q~P3!D%smk>%mDl~Y|;N`9T-#Z8OrNg;~gP%#L<WqXOb?<J0GYKmdEz9TDo
z_u|Rc+9}=RWb!sS5<=J+{11!HD0qHAICuSzAM<XFr>-QPEKYpQ|H>ihhl)I}BD_=V
zrLARk_Ab|;k+HzWN2%wwXA?S+QShn&x{2F(LE)|ihZic_3vS*8J9MAc6OfO739fUk
z%`MldC5V?X#nnyBblBZ|P+Vl;EPE$uX4>WA)`sXI|Mk~6-a?h<;r;pN9>UDupbqqs
zIoO>#5BM()VnpAkh^s!m;1~JOo|lc0S;j8><BY}&9*plMuA1Ad4#Ez3^Sr%`-SkY~
zv*8i4)Qn@MeNqqYlqn%>Y*Z(|!@_RO^*ymZk@3RZ>P@SE%3JX|%LgF_x^0d3OaneV
zs}b>4$}&H#7$N3=<wte~54<gxSCzh-R{23W<F-&3tXX6BgLlx~#5;~*d+JjU8h8YP
zmLk?~n_w)m3aQ_dTLxkI`SpVx<j<QYrwh|($(!9tRfN??-1&B+_cUGUtbj33)Q|Sd
zI>|RKA*Q{~MDWBWskkb}tOeXO>)18_W}3EEv*l88H4s{`baqBnVDM9RKs79cziuQ*
zoxx+hwI_^q&}Cg>Q<W3Z^kd>DM(4(UxE{V`_u<}hxXc6gxW%+PcW%}Bz*aOH9;9Zk
zM|{pGLAt)xG`4D^!Z3x$PfduU%$1r)YpqS>PN7)8qYLSS)-Dw}S$mR1+`Al9Jm6Ox
z<0E-8_{odgw~W@_4scOCb{+Q@*0^{({NCL-D?t>UX6+aDzF!t+v!|805T>CqFy+Uk
zEuN!Ry+1@jjurg2$FZ68^VB%~qC_dGYvvcP%fHL-(8~RGE`pXho0i>JO7&X$*|(V?
z*A3nl2_}CoFnYAEm7d(=)0vZeHcwdThpV-O>B`13{MwVBH@Fa&Lz!r1_cP_}Z+b4X
z3?x8k_ww-*T!*)!((N}Mu+bUmavH{k8tgaT^5H+mGdr<s_U0;iTxWBF;?Li?n@}<a
zZ_n|x^n&pPg(=G^zM{+fI>nuH9x9SnTJ?wIE#mr4P5t`NRhj{)63;#<sIwucJlRd-
z5@i9MpW8LBtQMPHp8qb*(fZ@o*L+1*PGc7H;2#{6k>Q#B9`53nKRq^f%u!|NpYSpG
z>TwoIYFm+POeI^PbtG$SqP08YxcyevLWZr#XsmhusYTMuRI6zwVrO0-+vNz{cMZrN
zm2X=?yhoY|#;W0tIV~)HIB%-&zjIP^8A~U%i%MyHrbWFo_@?^nDv4bbI%sq{y^pIb
z)cyA}shAEvnFcQ1irUY{!VT@LMc>xPK6vU1txBe;W{`yohFz#^tCB=s^ch`n`{e8r
z#QmI$G`T$LVtWcECYh|XTCt>6dsbt*Jf*&$nosK`*#q|_?gqOh)Ab6n-=#9;+xC$d
z&+_g&sOe-;XpF{{j3&|jaG2eW+u7F-mMa5Srk%&LG)|A@VASaKm;!EAjXQ5^--=wT
zyN$o{<apxRMY0;b#o?ytu(X6^y)5ns<JORP5yyDk*rFlh{(EDyeO>-|Cfk8n3MD6R
zv6>2N6IxVk+ia#&BdYoNz&_oV!#hDy)2stE@l}+C6H-hh;uWK9X|cH<`bc!YdC!Rm
ztp6ugLjMgb|5Z_4RFGKbT$E65U4!l4E2<yWSpPp*QJqjC{r^Elbwa84ztH}FtfIQm
z|LuzEgyQSUW;XB_7Hoq2!u(J+DXG(rFC5H_txvlkK}GeCFLd=Mc6q2(5t>oKdf4%w
zTN?t}VT$Um8D|<r6R)}X3%&Ng=jU#0b0v3^t(5#2<t?#dbF*uqVT~WJ@+uaD6>YMe
zZZNuc@l`>UR3@{2gED1^Gwq%Dr<apV1#X8$-Ea5msP1&$k+QA)syaA6S5uR)W!U*O
zN6cvvx#+dH-<jJnJjZPaHh$K42=&RDO!C!FdS2Ns7+YFfQ|AjkfNsCa%DXzfUbeYo
z*Wl`0sWhA2wYmJ%<}5SFmdM2PLR@Y0@n{X*p7+;LEpj-$5x8K(+P-R&Is<B$yWv0{
zpqZ`WrEM+g7-evaZ(-qC;O2=gzU|Ki9}Zr3v5Mmg=aB}3c;)+POWKcl#sjK&9(pgR
zXv}%j7?3cb`fpL#fjurSp_)pu&)pVcaf>-$Y-})J#+;8wfJ?9Ays<Y18_bzy7+~_8
z_vJdeDBKv`SS;T^>_`NAr_!Z6S?>j-g$1Y@Tz^qk1odq8S>OHBx`W;~bc|T&;5GPs
zl&`Pvrgm_O1L<ZaVz7H315%;wO24k|Jz&jfB^y&I*Aebzalv}u63;BId2L)so%j}+
z6n>2zKJV}N1iTgit}f%pwb~g#Q4ME`x%YxMbD{4RJeDCt1p}e?_J;edrDZz06z7WQ
z@6J$yd#>VF6J4`GCO(zh>aJ`)r8jI1geCLi9U9QbM3x{D<g=8Xx4}SuI+AYszbbu|
zIZHX4PUG&f2%Dk&a<a$zQEB1Ht_$p}5!-uX9fr{1b};m7>#zn7DZX5zr6;3@x3`t=
zwvK)*&G`hosG%kpr#h&6lJMbQlyPkE`IGA~Us!aVxSvBmvaYRBTpBCkwKePCf<F6_
z$<O0qj{S(%<Pt|E><T>nsuY}mPSz#xnqQU^`j+(g7m26+A`@eUI%JclI~guXeXbIz
zjW_us&A$Z?Ay?X}!IkWuk^~oj$t)H^AFod5dz|<jcL?qP&%Iw@j9@jxUBf!AJO!J#
zPAi<*;xXb-l#AQ@DrnM%_B}~%+f=M%g!q>Ey`9F=iU-;CbHK?ixMkB&Q!hXBbQ^BV
z&Dgre<-IqXy{($kzsc9Be)whCcC3xlL-1T#n_C3>M@tRj(a&+)gU9XGsC4H8oNa$~
zsndOyXu)~T#TzSGZM2b!c0Fnc!(01^r_|<MYFLb6@dH-+s$vRTiMHn=`=teKr95#7
z9#n}JM1C+}9k<}Y_*y8da0EPKN$qN`^(hJ4<OYLe+2)@N?2Mo9MeKd`!T$)byinHG
zu8Z1mNt$iXxBcjKzA(g%8nbpBw^}E{;&k7J#kzx`q-!zSm!ZX%(dvVsOYDY<11Xq|
z0Y@*GFZ%gB4b$GSRNGiJc0u}g*0f`4%@xSHWztXUcFS}qc1!H+cQm^bVyQ~ay%H_d
zF!@mRu>q~5HzN31=UYL(#p*!w%p~Lk#2BYrE0bvFy(zVwFGV%yB+VLJzF~BycwJp>
zY+C1RyxVWMZ$nKuDPSUeb}>$^ps+YX0RK6zt-2`g`<N}<W<q8!Z0G)qL-R`=i8rC0
zZYHJSObN`+Kk&>khs@inW1f#K`;6{H@<O?|XDD$i8wa}nbCho6XhZep)e(s&Ht1uo
z2R{kUho0MH`01H7tUMGF3YS(zp?JWeDm=XenFO*Es!smo@rB-rXxaNZh5x}p5L~vd
zB;A$hD3RW1o{zhG-QiTH&4W#~dfjc8KHah9X3FfpwQw6Y_pF_v&Dn6XqHN<!l`x!N
zZJpk?UF@X_(y+rw%4$V10e?a;L3O)f*h8Swuzp~M@+;Q~JLz^SwPeFVRIiQAa(#4r
zLg}hGhov@c>70GIb0t;5YLaAo_J%qY;x5p$XYUjoCOpJ9)GUAN9jwHvgzi<`pVP7}
z)!e@CjJRSk8anH7#UrMDwFA94tnXebo4wCi;;oP2OLfqX?8v)6Be@=ctgFg7P$}0n
z@T?q@i*+BXaUA_sWYF1q^Nwplgahf0fHuZT9-xbR_x+`V?h)Q}hux(}hL<i>FyDhS
z0|{~>B8bv+5h}rG-ZEXg&8g3;`K%T;(p_PKFUIdbJZ)ID_U^$oTZ;4J304KpQ>{#8
z{oJeeqfuRscH$>0dB?vi)pVMdU`RXmbl>zW4t=|>HV`H_AGDI2Rn=-Z{t=2@bDP>q
z9*J(%*93|uVxI%^g?8Hazf?6Ji{6;?fWfbO_k2=QsB{%zU5J>*jPUsH(avNS1~slI
zqDrqiZSv*jJ`3X_YgiX?oZ8GfckrSzbE&;f<YBv^noEtRyTKh;fr#$4z3~xSrk3#j
zxZR&9i)MjX|8?q5!l--YF<EU4iy>M!ZL6(KX5SfsK}9d!i_#jf%0fe%B)a#k7k^-J
zB_iQY-uyth%=KG#ie@Rlv_98<*;3ut_*RdcqFH^{<#)lxlrwI#5m`Uk-tHwZ+No9;
za~(lF(^*t&jdwsBBy0Ts>2Ld%%T+gh?ciy6F@@o5ZMK1Y$K*=S2wSR6>{5=qSz6J|
z<1}_V$I$)^&0)rm(3uiCi%I6^_2$gA0Ug5dHIB?t%tNn^D93;eTDQ@-ie0`qlFhcz
zZTA!Ssfj$F?a0Q_tg_>s_Sg9~12!qWD|Yh*jH!pO`_Y8_Qh648+SA)I#jyM|d#hEb
zU02O~fUgpxL%>FP=IlX>naD)5i`G+ZQ>NyPk6*-}ES%7`^=b9)oPzlx7;awSho@8c
zM?TU?-pLB9;fB-?(bVQQu)Ix!&SZK~RwM|{4AlwTl9TV~a^-tKU+uze{g$hk#oZ7(
zGh$iVBS2=eb;*HrHAsYmtFzJO?eeQf+X=chPHo4vY$R6(9k-=liyJASS5qA{ZNiW3
z)WpU_R2Mqr4`-1Kb?wej&ghlem}>393_BPWt99};MV2GoSc60`B5h$(Gwdl`?x8L3
zw#vNP?%=z#R|oH>8rIvei6G%<@vgNOm0zZ5H>-th&wUCl>&;CrMPOv^&a9d&M?Qes
zy8R6Ep=yX4-ZN01n8@n}N>H^^UT|z%Y^uW0WV5ao_W&RDg;RtK=Av0K0j>Z?VhvT5
zd<WN(k7R;adE!p$$ZxIx#Oz?B)jOSviXAe%C{?^%PLk~lxp^Art04U?Uc^SKjZunL
zx5;O@D(aNs&c@H|qFZ14x;TY)IAe45n+dXMv3#(@@))D8J5E2bck5ne?^<$1jkvqP
zU39HVMC?Y3Rz5u14eoK#YT%gF{63hmk4}u0EuFg#9qL~CwgK(jKP49pKG&hYmnXE1
ze-LW()@wP@w%@N~UX)xsH(a4XrKV;57(mpiwsA%ak=zK)5st2}Alq=2vrlW)^#E2r
zzPEd`fQ1NY-+*`Nj&Fz?t*(E0p%_$TIf4{<0X#xfox@;`Fx<kzjFE*(dYj}WKh+^V
z_A@E|HX@;8PgIz7mWuhlWruqCgS;w5dAFc~wQsu5Odn?KuQLuMWTBihc^#V{+x8=q
zbX+>}{2#;nk;cRH!Vhg)mJCwapBoiY8_CDcQHqT3%$DPk?EB)UqIN|Zt)Ez#7H+Ro
zjzhlTZn$N%eI8dna=AV=Gh*Ym6O}JtjlW$a$F{XQm)HbnOwi+{$|k0vp$%2v1!B7!
z#&XRcj&6PCHZ)76GPCTMr1r?RUAnO)_lZw&(cs(L)?Z$CwOp4?nvVz0QO*ini?D23
zr-W4Wd(20nB*IE7e;Is}@t&MlJMS4fEbSoOR_Z9>3mvU6FiCaFZDm+A?{68E^WWi|
z%Xg;wRO$u@Q1<A}hCS;$&zuID86rE3-bRpE0Q+sHuo~<}B>-<gWgRd0QF_sIhH`q+
zk&Ann>W#jG?cKJ)nTX9DQu(}wlOG+;SNC46xjsJa?Iu5cu6}Q2v{$5+Y$QhE^cauz
z!8@z6wvyP5kWR`U44>5awuI&=ohb~U9FHso&G!}qq)A8dIg(QHy8y^XiVx&q@9Apq
zecHK$HeE&Utth;%S^$g&3Vy$m->}ZW72*DOl70}!5g|8VvuVa_yH)QP5V7ru(hBNX
zjF$cyu+H!)^!i#!wo~lJY<Bhv-PoWBVYa4V@=NT`$3KpCGSoM{9)Myw;pmr?PB8i3
z-<Y4!aO#@IN7N_Sh&W?r62_oSZ;$t_$wjOx&(!gJd0?L=G;zESb)JgvQdyh%?fHO-
zy-To$4Y!sDsvGTM72eYAF!_d0BOG=6>2OirJFZ-63>!^dRo%8;nJZ6c4$t|(8aPNa
z1N97;Uh-$_9;*x;uw$2N_3Cn6aC7Z_e4tD*Ho!Nya*fNM&*1m>bdAXeA7>7pZWdeW
z&#q+~xO5mn@67PspdVDE+01c%5G81p*8j|!c5y_o@(YGh8xUQ5c0?%KpF#TKYwe{a
zmoF4>`5=?FJ`K*q*+4(@8WxmSUFG<Wm|JCeHP75RxxzNuN|y`m6!TFV3>|4V*^Jf9
z5cs79ugUIm%u~ELa$}{G7W25%i@nF=eejxD3H+X$ZCPp9%#srCQsv`4RD`=jssW`t
z$7ht_nhR;^T=%BEVt5{6MC(P=)it*nr^A}#j--VKPK8vvHp#nkqg3!6yCiEi`Rqy~
zXWI^R^hhgRS$KKcuhCA{JqC<d{ZPB&5fI<-Sg!|khAR|)YC%m*r*hVedSWpmH>ZDX
z$JE&gWq%cmH4x3C6pxpUbIjB<pv;89wZ%pem0!SY4<PHR6EHmmI%Ii4VN-6)jkBM1
z^=q0#hR*=U`g_^m4JdM}357-Hvf$v2yjazpbf;BhWxiuZV!(JqY>j6m`5gMuT8DR0
zu<>~5)~pWa{({r})Z+nLHd4>J4{k-%nWIX(nd54!a`5?E_fGq?>czKJbB^n-@D`T$
z?rl1ja~`j}k6~6AMhbqMIJP$s5t@FpCRv9MZ@YAT!o1fI10SQV`tSqJl~DPDx*~mA
zWDdhOi066eRorctLk3xwt6t<u@H5!Sx01FSqjAiAmM=e-@u*}gc8AvK_=Q~KY;Kx`
z9T%c2ZYZYE1Fkq8f4_?^S~_61CZVD|2T}jJT+q%VVAIm6ZL9^5dca6N+->+G@$34z
zy{$mcIf8d;yazOQIj<HMFg*Ds9IUCli>C}sw7oAzO0QS_Xgls+IXZJKU#%#i2xqEe
zd#ec)R@;ihT$gd4jks`+8VQeEOIzBhW4_W|1!L!XFfJFvhZs{;R{OkKWT;lQT5e#8
zK=iAQ;VPzDtpdK4w3?2*+<1y{Vr`KRj9A!1_4iR|x+(+&AdOw|i7guwDKUk6fu+}Z
zk;aD(iw7@Tm$%XGrUXt0*I|GHHoVR3y!Rs@GdZgB18G=jZTIn&xga!5m~1o(9JvjN
zFWoD&<5ftJR;3BH-+!pvk+)nFW#L8l<U*(FaK)|XE+nXP*Yc!?Jyzr*VRo5m36@u0
zo7GN)8mQU|Z-rEqdJ56>1C_8Y7MooQU2CnY9GgCKNo0l{CO>ob_I<$WAWu7shNo1F
z^uAPLT6>N|>{OLMcJDMmhO$T?Y#(+5QZE=@i&n6%*5-sjVEl^5g;*=XL<#SmGN*oa
z3U+}br}`%NNjGt)OILAAnIYB*0y!Z#r^Vr=<hwiY+3A!G1R`L3=gIs6I~DMhkTacc
zuSaZ<e=xVoIq<S10XL7@t|{R}?~xE*{Lg<cUrVj|(Cl~4`%dhkCW7%z$05zso^pm=
zpiSEKgPoc~olds_1#F##&>Q>?_>sa>F7)U}PzqrW+{t)@I(KR#EKuU=HX);=Tte3s
zEIH)m?JjBTDLe_psCAys%})yCQa*(XWJ&UdK&*61Jwfa|=xhGA#Firs4b4hh`^uT%
zZ*pqh8mA1uF1+{(XvlexCdKWs4;@*u8U%9n6*5V2o)rkenFS^fJKY6p0XA&SmTQzu
zO4{dZXH`7Ju`sGwm0fmg+4ZRY{$VhQ@RCXD!Bo9JMHHVQW-&F_0QD8xq?Mxw8!TUN
ze~gPvk-#4uRO>7S^bh9duv*7|`QXKaAFB;oAT(1Fhm>8lS=t*MT`=H-gG>G(+hc!f
zkLIU~N#W;j(dAbBqME0JK!RRJ3tBY=z#3BTNAVg|S=d0cs;dpvh9y+4F{=9|62?00
z>_F;x+SmQiMWO_L*+ubGbP!cxrU7Ey&nr2uhpA$cH$a7?K58*9uSc_u_L9hO-hkA_
z&$ON(jqKUDUz8Z16VB3TCZoii>h_XHtJ$%EZ7VawSI&&xK;{143jQRH#@i!I1j$xi
zNcYlXdh|tF^`lxAqTr!Wi{>-iJ3H<7p~{-&mp^$ymG5-FIXDK%GkXvM2RFVkyt{eo
zP&56GNz9;oXHRe0C~nP{4oexUR-Ep^&S+o8Z341n7pq;o@tGjYpH+^eC=#317q*5x
zWngu@Hvr0dl~fzkaDu!CflTu=_J$pp<xxpQp{1dLswC9i8;!-O7Phr#+Q#=wsLZ?>
zLfl*nBgK(HY9p=L;rxgZw6&wsOZVSCj1==f#-`}d3>BsAnpjEad-$8;;r7O<sRcV(
z*mHPObk8M@D7z>}I-*h`5gn5(Mw94m2U2mkc;Lnj8gsW;p0ee!DtNi9pSUMFvrMq`
zil9(#b#>wH*qe&;8GHHEL@g|FL<Mb-pA2yS>C5cd&4`y#)9hftQlh3$w6UOq__!M0
z45aor=5?NSeM7F?a$h(8JJll**#rngsnHcsj@4>m`1MZNn#di68hwa6^(%cAap)?W
zUyG-QrH+_IUEKI6K35kXe1UIdk2~#|_WN0w`;o?uHwg~4=eIH=jTe}ZXW|82DmPmT
zVZP7B+Y%izu$q?wUR;;{=Ba>qrd#;BxSL>g-Mz><{yC}iLb$Qe9O>7KK6NPXO=O*Z
z^OgfC3c@Zg)Flmplvq*Bskpe$&!8Ro;A`>KJ?oUSl>PzXe2bCK7m!yNet)c(W*Cc_
zbs>ekRMMZJ-1f4q^;2;O80e)MOMNbBTR%Enx&uW*&wdb`Cx6mpXQ6*K1P+0uJfnd5
z4iA=0Y(xb<<`0Apy-u{T@V9A#uSMQFEL+r!eA@}Ktv=#}`HpuxlU<+Zg7Z5Ty01I`
zzP<C|j5Ei$XqdC>aufxJ41cRBM~U=f)tZ~k=IZ6RsMFcD4`$wIN9^8Z_&XoubjPFj
z(Dxtl=5mrc!^bM^o^Eb&EaqsObwQCMGM3NtG$fc9HlxHy2V+5D3!{FdY}|}NQqMeK
z3#$rfPe=Ffev%*S8J&BiTB)v$!DANC_UBuAqjI4S3_LyIGmk`3rRg>bk$SerAz^td
zzbIRmf_#Rrl@7n+0wvp3W$c=a`ZOQML#H}=?K)M~zPp~%;qq*dTx7FTh#b5^4VLeX
zPJ%i#L{mg>(`=MI_yH?-SvP5(q`Xg1<bk^@bYFU(p%r*bzTZB>+!00uxeUC#7O#HA
zQyL{v8m(LdDv4<0yN3|SkXW7Pt3?~g_btl6hMXKB<EK5Gdet7T)DWf7`-Zq4P`I`@
zzx3kW(TNEfh7@~AE~}@c^4f<oKmix%#yF#UZ&h6KwSNT42QgnRpsUCEiGkd<Gko5=
zp(GI6?N{K^g>bH`$}$h>tE_J6o2TdU`D20MzQlHOVwE^x4Hygt)Uv7abwf;eB9_fg
zyc{E!V$p~XJCL<CXeS35f73v2VM>Wq+j-Vb?_*kyHGAmQQt!P|Q$qc6a)9_xKL{?b
zte{q`ZTDnQgv5jSQD-3zX?uYb7kDMeJlAT;r1Ex4pOMakvI4kmE0Nw(5FZ3r#*Fyq
z_b1!h-wQ%yaKI6y6sv{#02t~4Z;pa{cZe>s(lLkoo3_0MqxTu#-2piV#zY=8>>gap
z4guoqQ3T#3+w&DAmIe|g6%x4oeqfq?rE3`U7gr(~P)F(HglR3kj5`5QVg;Ri;WB=^
zWm>#jn$Q?4Xv`bjzXl1uTbH7K#T(W<p>Gm|KnCQ&H)DTMzFj>5nOC2~H}q#}i6a^H
zvhfX11-g0aJfxtUD$(PU^Ycm*BEBM5{R#aT?Ba}8uKYk%!3c^GfElb%Y;Oz4-}9t$
z;~TG*rt;-j*lAo|)tyaj9N^@IHZxqDAcu5i2OK07I9kMy`U4^9S3ImfT<p)pl>;ZV
zU=*}hTdj|yx*`2_f(#$V*u1>D8oRLdE?~H1o2CL@I3YX4Vyg~PH5zzIc3c1|n35|D
z*A_qBC7uT&Q~V9D@DFNi4Wf;r@t!;EbOJ-xZjOC<&K<SCRUt2Jgy$%M(=&Kx0~RKa
z$DqbF>hZPh3<L+2)(ypmIyq7=vx0;k=+8_}!5=1NL+=Cm&679;w8v!CdVc1b5OW`U
z6)X6bVqA!mlQV*^=<j#4qXg#zu{lNff$?R5QNEe>_=54+0ce|~o8u%)r;&3JDt8af
zu)Whv=9ndi4sA6NZXY!n7g|-K*)&C$bH*YOF-CnvjUK%U@2YH=t^7S@XHl{$qHU*k
z8F0`W?WMc30Z>Ol*_rN$@dZYwy~(>bIB8m!$j-aWsYD|h;<7wKi=7jWMwuNaIP_X(
zRd{q1qqTeC^lV8b)Ov%=u_k^<c^VVCbU}q*!Z5Uy*G+f}S79s%du{PrM-CS_Y$cNO
zVN&-V!LCLn;C5;DHCc#Ic%J46D>^0?<*;|Hvf6m_gkVfNeVaUE&IWz-?QidHFIP^@
zQi`P8CuDM_i#wUDAbr;3AQ1GEXC9=nG-YS~D$|w$!j^zoLrBRU7f#VLEyb#CCV*?U
zDf48k;QV>M8g{33Rm(%88ghZUR}1u5D*S3)UEO!f-dhCSop76$`9$7kQ&6dCRiZiT
z3<Ldo0UYjw&5pdhy^&dPOLV}QyRBs)jtcZ+e3J4z*fSyO@4yJ~E~{gV4y1c8Vg<`M
z6}8O;+y%aU^_9EYDw%Am!&GHFj@)czc(H0+gXp4auoBUw*MEbdqh%_HCFphO?m8t#
z_Mjc+E1oL8xe;@GyWCmXH;h~FYW+KtWl86gpMO!3PKzIdR21NmNgK43k<2|wtAkAs
z;e0GfT211?za%<hyE=vEw0MJA+RUjd-0yCdH38CyKm0Ndm);v5YCQ!h4+dWEir~l4
zPulU4#|v$iU!8MF3%rQ)v<tO<?J$1Z_rzyX2T~x0ND$w<#>_43k(MA;STJsO<r4KT
zyNNKWCZ893l4y%}cdj^!x34E7oSox;gNv!CaY9-%Vhi`L!cQsFv_12E#xiPD@@=M2
zVo~E`g(>XP_&X5P|Bg5gd67PfH1_tcfx-EAM)`2<jw`$8W`g#V&R>|eh_0oe6RXOZ
zu@EXiHGyPGUgyO>(gCA0qUv@Gm>JIf{chtm)#FcrLVf;}X5%f74F(G^l7`}NBM(l9
zOzGoGWIdRJ!5K;pUVis>Cs;!d!<#x(Z~U$9Fx!;ejk1$`f;U);jQGeG<DWmE7o|>t
zA$zb^;Xi)O&s#hkGAiykNw9A|e`H<dxL-_=Yjb6--=4b0arpqV8*u(5n+XOd=OX3K
z5f}+^BKo_e*@W5g4Rv)sD^JJX*RGUNEhG}4J{y4|FH9Rl3J%qs#>Nq*G=EC}Y>(&l
zI=qQ{(aW@rvfzz6M(3>7*)ZdB*^We<NHraB#aBZBxgMA&AVT|(?74giMnJiVj-#0a
zCLj78k?c+QQySas`t}O*Swde!rNA2)IwHvN09K!|#L7kXns;=gr{rJn229HcRMSBc
zxv?~oavi_{3gG-$hJTeQ5+~#JL6V{<@XL8-SaQi8<0F$+AuJhSf0hilwG-3>37$gn
zu<HsEdhF-}I>K-Qtwz#;R@nhvv0?zQ9|lmJRu()~9}<{C=({kMeD?CmZMWC)U@^g}
zvU%c=`bLw76oPOwZkrupi>|UYb6QRD%8C1~N1GgyCzV9th$*2!5cPXxf*#@J*1SG(
zYy{IZwCvz#qHYy$#<6(TEF<gm4!beGV;|O4pPyBXm7t_>DtzwJ=iVHA6YSxEMUN1c
z#!c6Gq37DFs%L2R;eHhN7d#%{8pY?n6TNyCOXV0EpSZ7bdsk;%@&d2k+H9{!4QGls
zsMsQq9fubN`TD@W0Ztp%KZxHYJ~AU|NGH|Y!O(WPVkcT&w9R_;EeW0YP%flpGsEL^
zOQ(PqG7H)HVUq&_`C$PV?ZIjUx7M;Gu4MSi_&|?>(dCm+)-sp%WHf#dVE+ufytl6%
zUUSB)GOO5|pDM_PeC#n?AZC8Fa5!tXd{mKui<SV#zBHj#26pD#)m?XnzfaCcnyo%O
zzIU@ym)Yf~jNZ(zy05JaRlb*>2>&{NADFI;z$XA#d&?|6cKMSw@+%kCaRI2!mI&^M
ziH%s2tIK%6gd`K3o`ma&pki|ezws6tD0!w)>9&QAe~8^GMm+9->tt2Og;q~gn>y`8
z6>rmk4P}9to4Gse+g_e&Ug>7|QX(H9>}5&LOxev-t0eAx+A?o$WoTodpDnpdv#dF0
z<>BgVL?)Q(*(VNV7j}!P!e9d{HkqrOZ2LVvo|;o3P-~=MG|9y=_qN^Rvx@jIyo2GY
zo)$*5vfPhRaej}{IsJ29(3@DAXv(^{Hhpn%RP6VMplf0_b=6Ks{n{3%26Wp?`2^8s
zfg6L4#aR@7v)_5$>fYpbID+}$-tDs&fr?VPd4KLoO2f_PFp?XrDaP4u{Jt><``_VR
zo1nx6<_ukI+sgi5MrF7J2vx!x)LTec<p5ZD?tVf)$LEfpEP?r6ki8j<eh%0y0`D9^
zwYR!px9PKSjMTtwl9Z2X^Oo{r@;ws6KJ+U24+c;uEHc$db|Pl7QUw^?0>ux8F-=Y^
zrexUOxzOK1)M&c}rEj}AQ*B(}zhQUc*(~LD)wc@r7M~vlE0cZ#J6$3704*XTBin8-
z<pW7+X_-{q5C|<q8e*Vw4^wH%cLnkbM8mt>Tg>MM{V1JFM<hv-J>E2KEJwtTF?<>|
z0jrbLObW7=IhCOs=myv#hR<?^mBW8#7%7W5we9gH1sJLfPR=2~?AG?H;h=%N5f1t_
z7M>kS5g9u&xb`_*gkZG4mHyWao%2+4IxcPRDYM`8j=+G^5+pN?X2isiQ(sd#JW|jc
z1Jv_vkM<gy4)s#SWiR1X=FYB4WYTUGxh*z8c$Ut=AfR|rGz^fx3Q0f$zk0Q$zXnTo
zHcuazZ~3AhLuS%`dUc@<bZl8Rsxx-}euoiXMYot4?2)>$sY*2T>ect!;_$o+oLeD*
zLW7+8w()aBFar8_GuJSo`z`xqJT&R+cLyvr#7>QS-n1j{CjDs67bx}9&AfLYJRGSI
zIO%Df;w{9fnG!(ov=^cUhwN%GqV6~RO7k~6%I(yy^V4iyhFhFsz<wXBoS@Kc;WoG-
z@l@L;Oz=7pBe|}^`O}o5_04UWl*C^q4I7Hg=?qEQ7i!sfFF)((veR$fn7PR~`}xfh
zVu-V1PUYda;lPMA6Ekzn=5=s{;liM>^fe+iHZ<zUtMU^1jK&D*+18`1{GcUCC_ghC
z%vYzc;tE66F$SzaW}*D8hau_@=vf4A0{%+s>!b6KPrD1T7&s6+w+q5HFR}h09FasZ
zo)@@X5&8ASJMvimp|{Ctu!e%y7uptGGUOU2DI+%XZG$gx0DXM6!fKV!MFAG=VbyEM
zI+Wk--R_y;2badOBiiZTn&s;V?XBLJqvQ~~UU*;EfG^6`yQR=c{vzVnX)W|Hz2zJw
z4lN=tRRQy@&fa^o)@p1;ML_7>ByXAL^|{b)iVC&gpvb$&)}nWMW~aw&&Hmis{z>Dl
zh}=f6iDO3RfmbPT?f}PA1g^imbLG)nyoJrYdp%!ZzA%94Fe%_YKnFqM6dTIrVY;Bv
z;bB4zvxCK4FC~5S;Q>N&Ubg0X2Fuz@LzlhLL$hTl3*@m3VcDQJsDYpcDURMUThFu7
zQ8Gk=&vlUj7uPc){kF-pRDR70&fc&fC7W@0pHEA5D;HDd8|+3hPY0ZzjyQb26?%>o
zc({~M;QyZN1vcCn)oHdn>Jspd9!$*!Z16wcmZM3Y<291t0FN3jFq{@AETevcmCe<s
zOwBD6IvnnJO9F9X0!}b1P7rJ9!Aba&6)zv!w?z}Y^iiYYk@iRBG);#9p*P55GM!zV
z*ya(K{OWhaWzb9`aOz6>hw2DV>p{RqBcn>r6Z=N+?i~zn&}usH=hYC<)kRz&NTokJ
z%>YP3X;nIVGXt<BAmhtcOle|-?pGJ@1!ijHI#=^s&^w@lg!r8Fg9v>e9N~0n>QhP6
z-09x+z@VpldbPatb4tx3nr2f=-f{EI*@@m%1NpmJZC`o8mkY5c*!j}Ztg5*hIi_W{
zEj`k_aca^VATtC<Ca(TMHPhZZvX|$Dc4+qY_MES{tp8MSKm4<{ia#KD8&J#|Rmwh~
z>0GcsC!4!9(;C%o?fH3ZZb*@P0-3s5y}-EL0lHZs*u5I$*<3A+!J7HteXSdSV{SBk
z{w_wAfSZ;WIxKZTDSBtScx$EDk#v=v&f==mu0r^EAvMzgrH%0ug}ly7OtixDh=NUI
zQq8nD6$^fZ%xhYAGlP+3E8I5D^X4`q4TRfbo)s&V8^trkI@rvxTwNa5hT>%AxSXyl
zf~Ow3Ui<C>w$j+PvbStCDL(Cj;?T3P1;*rnfrBY5_Jz=;7*aI^pR+Qj=ao85PNKZ2
zJYNk<Z&j1+V3zse+6EJFHBO1aR!vukuUU<r-NcDPXB!ivjW-or0=605)*W5b>v0A+
z$QJa`oh`gt#q{}_OGo0v(kw1NAQO?#GaML2nOENGsT}2EgKN`^qazIGN5xSe<vYuF
zD-YUZ{0DP244yPpk<9wNcSuf7a4Mdxww+bnJckmCD0E8O8K+mXJWL#ot~26~ZO2-p
zFQ)%=7^<*kcy|ZnL?w_3qBPqXE^T|D(T@u0R#pTu&jX5&=Wyj;#*cR&XAiE3Z=t)K
zWo)cdMT2>2zJA=WKC8gXt(hz9lOWdRNSk%#4-*kCOU^535YHMlmp6o=N`qH0FDn)A
z&FjQ4TRYavH86?I<vf_NEVo?biT8XA^Uk~V%6;QCBZo_q;6s*8qoQpZ5Lj?#D?xPw
zCt0uiDI0J{Kob+7#v;$Dn)WN31fz}W(5l%0-8<t=j5<d6U0<PDOT#0kU(X8b`*Nw$
z<}>b8wAHyQO$^+}gsgO(d8`c%lWG5mH_<uL^Db$ZY4S1>=@CgA+tP}v9qTl{)$&Xe
zGQG{}x<Tnr%#Kc;G$_oAw~iX+MKg~yzpXRQmcZzLIwVzzncHBn7x)ZbaP~@nf|hSs
zoy#otRv)B!B#aK09Jn=Xk0i{#efG4>*TSma>to0|@xWwuWeXRj&c<JqGkBYwWs=pm
z0kgf(0aN<gj)9wwX1{)3BX_$Lu399Ozwa>jQE=#5K2(Esg4k1Fp5)^6$@md8SV=BW
z`b-O6<haA{KF=b!{!MQ8QHSnK&*I57IS4fHRv-vJQnENnDm>WQ^-U}G?(z&?kO82{
zrTU3~XX$a$?unl3M9uUWOm$Fuojz8_M|01JMPD3#J;8Ib+D}~h_KYa)T-^!gnF|`J
z$hz1pOi+$vI|J?rSyFiRD<Uz?Bw!1CyNcXB`F4z?pAiM8O4(v$$?heFMcfp_xVZXG
z<G|+47J!w$z9eYc=m(dqV&SCE=l9)_M?s~>sDt8ReCb))Ihb$7L4S?7fN$o0PxfbF
z=TzR)>1_;S<XjWT+L%g!Xn)(y&hbuX3hRpR&f9gR6EUzO)4HiS*c6!+J1J2V@<eAg
zr>wF_L^Y$8uA-d*WKmM-OJpS3JL$K(s3_gHKelp(s5`$XXMZ1V;3MYlJ-kB(_QA~!
zN5>|_e!Y^MOyVt=*E8zq^0@l_s~`e|DX_MGG#P|9$4t+Uk<g5VpBj6>^e9Opvt{YY
z2<jQ4_U<aXpk1Aa+NbM$;JkM#7tf5|fd))#BE2#vb?;8OskB=s`d3xZJ#r38q65iI
zQcJJA^!ck;y3qo1!zk;Ply5B0$4=q3?Z%bnun3Cs@{Pr)Tt{OUnEYlltrIvzqmE)c
z(trUEi4>Gys+fDw33qa(&CjS0at%&A{W|08<d_o}5P}i)v5ptY&uRe&<A6PcbWZAD
zt*^E<5Hr^5t*qHl;iXt+eGv{!-pakiUr=LE{tsxjxddPWzB5nRxr)H;Lhoqjc%jI{
zFP4dqV753S;d}~Hs$F7@KSw?aUi2?@9)CJM989IvlJ1xTlRrH2M@89g<JT^qUSMr|
z77<XcH~}hJlC$*75I?^{*B13Vvb4skIs@!5^FrICtmHe?AIJAFrzTZpV)XBBN|X&2
zXSpY}m^n^BcU00_xxtv{Cw{9E+>?ky0Kwt64W6lh-GYvZuiOe-IC8YWA#x1H&JX{2
z4iE$K@|@IN(nj$l0rWJ>4`6!MM`S|%Mx9^XU+=60fUm=Vdu%)bBYM;VVRg$7pYQ$W
zL!iNBr;IAV$TL{QCj51o|2kK2h|vwKy$OH5JK_NgFP=X+4uyA>woj_g)x69k!V?JH
z5}fs4;dt&(vktm{32h#-6Rp~vjWy*{2%D4IDQ~Z72L&f(We-(VY>fcR>6q@BVkEeC
z5c^eHq+9%}edAFz`!jrI%W<n7bNUGMdG{Ny#vD5(vuoNxx@SjyE~mJITXkW^cY(Mi
zWfRyk)Y4P_PyjaTRky*)@wEVGqrn>{z(F8AQ6Pv~vmOVmAM&g<$y<pq7&cEBmK=Yi
zWML&txIm%*&7(0usDB?-#s!`rKB|}y2F^<ngSRGx)jbF_uoDQ|OYDy&R*)qQU{Cp(
z?ShL<H!vH0#0S(261ot?C&-srsi~>^oMu@(8z?U`BkEcRom-$A;5<dpAf<$q17nfc
z8>!SZH0@M79blbZ*82F)(JxZ6g!q#T?&=l|I0KC2oiaFl(hI0>^35KwN64jD<<jj=
zpkiTCcR?(g*xcPkRxGB9;aweA2eX#W_N3kyG3cVO+ubnRdGP03<n1^i;w-aSf4~I-
zCz;S0MOdF@u#R{fU=}V$x_?^%HJS$_LG0JC;>8bC;GZVseB<A(-X?S{HswGT1coC)
z_!hfTXOze~Vh3XCW7g6)@ozXLy7+`*l>4?!x%9yDx_@U0lmY_!3Rwv6<Lp~F()^c2
zprb%?q$g3Uwr(Vj@)Ms~N1m2&$Xo~9+r!S+pIEa81=B0Dn*s!C9BerPY2W=vZDdCL
zwrDUqlmQ3!;bF2M^|-mzY`|XEQ-O7{GwAU7XJc9qQ?D>k5{K-!MIO-y3tcT*bd6de
zl2u4gr2JtXJDL=%N_cX~s4?<0pD!q@nN<1*9HcZecxh%FmdT>&#G$~hAX5(WbRA9}
zX(}C+dINt2@bbX;toh~zF0deIYC(b-To?tu@*(x=-s`wH=2Vu?eg0I76W=?iz--Hi
z9`lsTbi6e2Y;%*>vWdWPAt@>{hl%x82Xf%>8j9;NNe9?UN>Kw`ei8W{F|t<GYSuus
z*q24*^Q>dO^xsc9o=g5>8~v^lR!cbV;|tp_U?3{@ah%_oxm(q}9CP}-v420VacE~}
z#~-8Iva=-K+H^U`7zJWU#K%A2{InlSt~v~hR`+5sId1hKxW~m_s9Vl91a<5I(?aSi
zJ45ZIHLZ~AIc9q8uhPVyXhI0g>5Bj{mX@YfTdPSLW*geRiDLwd=a(-&;K&{U!oxYO
zz?X^htF=dR5e<hkLv1acKek4FXHMT?`~<)(@Svl4>P~;d?6iXJjFd5hhyK@spKf&C
zcQfvK;-4&QzXZzWKzQ#q)5NphO<scLJPYrWCKNb4mfSw8+Y7=)vnG#XJ8J~s{8tn+
zUU?<0k=)E>-bwdT$nbt(=uIn5Pk_TQg0@(BgL&($yh@a~_F>`<4qg~@_oDL18HZCQ
z=Lq3Dr34UW>)CEXj9{yXA)^t8dDb4HmK#!gz8b;(R&Ax~IQjx#-~qb|Q4?pnIBzpd
zJX<;H-@<=^nmNg8%~EG@R3seHhe#iBGdmhoL6rPq7za_D0t<9*Le;&+$f;+Qiz1J7
zb3>RZ2r-Clfdy9D7ujm+(kXqGi%a+ZNP_@BMEwXoV2}J+5h<P8$Jal|Y1(ug^d(Fj
z=hsJwH1=@jdV^}_rcG8N!KmB)geYd1l&h!Q#Gje)&YKpcA|;^{m}lhbCz3a!MK=FM
zp{cdCF1<G+s9wGOC(`FEGZv3NngKS(j_e=bU?-Z@Mu&~VC9UwO3I0_Kfj`fAtKZ|H
z58lAzRPkNgQE5lY3AD}J^Agd&hl$+9HyH7!FQ0DPJvV9?Z~l)-g9Vl4;5V<IAvhom
z=|A(g3{(*y=L^$G=AK0FK7?voulD^%|H7g;uXn32Rw{-%hcx%TmKZP|O*-MF<(;zt
zEj?J1Y|}s1gsOLHEt+j@#patH13hkzOOZ-a1+MF76*+{6Az;f6RN7`*w+Qj-ljgW6
zaI<~q>>~Ult{+!%>5n3jFVS&jjQ_R#lmj5CHIR;NTf>j|6#&oVPJcKYQNdIDy1O4N
zr=C*ygW|*nkBna9P@SdmhS|Rlov<_}LOeKW0wo1uE)W|E{xAfhbOfbU(@5w_RQv;4
zoEhHg?@ajOLjMAC+`&J+O7fs2X%f8p7<{`+5XfEZE8-ul`=fXO$#BBey&WAPZheF4
z6kkg)um5P?uPvI2N72e0U?X?m1^jbxphdjr(qE$MLvU}AY;AQ9<wF2|{8BYYP#?%$
zkK5kf?z1M@(s-mB_(!twDF<~S7p$Yjx8Btmg&FnP0X<%QxCmWbnrI3+N#NrMVy}Q?
zHth*m;0dq*1Pa<kNI`vYT*r^6w20xBBelKjDfjO~tBW^Wn5As}seBr*UN!UeKfU9<
z8=ENKC_xu#j#qz0Q&|1>$X5{@tSD25d7;@2?XK)sUf0JR9{m-qdfHL&0vJz*x2S{!
z7Q{j0e5*Al1`fX)h_U_!OtHW0fuO<*3kxn1j|YcWIlyk2IvC7fq)YGp%RIsdrH3}T
zsd`~okGwOm!k9($A3UGwl1?G4c*3fgaDM-qzdXY7x=3xXhT{mT64W!ir^WGI?-r@P
zmW=<KNq~joi-g4IjRs<d?*;b*G!k-hJO5q2c;IG0^=Qep%zmD)C0_i_Hwgwl3=otu
zP##SS9NyMXmjFx8S3PlU(Eh<alRqc|L|!QMZne>s4nlO!A2om;=0{yVM~F`Y@%$GU
zxC&RQ1T&fl2dYm6a*-Rq8w#HNBh*8{Clo(-|M+ot`6M}EhXqg^siY8wjeOOAghc?O
zcXvM9-~H#m)Y1hnQi5`VujHj36OBbp<B&g2HA16dDvt?(Ov;0QX?BIHl3mq2A;3f6
z1gsA~43_5**gmnP4hx}s+l#b+ZH)EdYIP{Vji;z+B&g5*{te3GcFb)WAjJql6(ao-
zh_RE9A0b$)<P|_K9YIycOYa`O`^N+i2?4u{lwW!my1ToRuWtA35;+`!&w%4#U%V$P
zB7^9GvS8l<UL^bm^+M_|I6A!uul-GV_rjka|HDRo>)7i4dS)1w<{5F|e1TF^laodQ
zF@V;p{~aWkTBh>$ehV6{pK6fa$Gx;v`foEA2X4#(BF97x4mb3yvN}6E_g%qcvZOs<
z+CH+|r$CsAm%bT@O^lDnYj~?=7-r-iavteMIgytc9<Cu7`{IDIo%sW$KQOFdYNw{A
zjQGKZe+cTP)DcN>PUuo3dQL-Xe8bd~@vAxg4}ZBgAF;bY#c$G6q<#>`y#K4{UVnhf
zkONNwlfOh1cDQ^3u}^>PEU+b){Y!6#4K21NKdOTer6EixyWZj-9OD4+Ck(32gZqI0
zrZ(D-D*ob}<KY>CqygdIAzuhNGJo9;yu98~uf{l2#QzZA<G4VD=%L_+Bb^1b>npG}
zq9Jo6daE0o@O?SLSORgY=wL_xSyIq-NeeMGfF&k~L))Cc^ZCK@H|&x5C#szZAVN<a
z-WQgw(F--<yML0X1t)gMC67Eo^T8BQKcP!EQom2zztXA}A!-rbFy}={mOn1i6}<h{
znExWE#XZ#8<463WtLLlK`bGm~!w^^lMa`~m4PLTvc-8z-&3@}4j@vK@KS&B$`p_p`
z7I+IB0%<fr(*MyJItlRI8>L9u!Oer@ij~pAuZ*lXO>eAX!aMvNDa4YtR~kFRPZ~^Y
z<(8*hStDRU!^00s$F(F4`Uh6>1&@6V##J;OFoS{MuO)iV4;oVr6idl^rfKk{=X$gJ
z^^fy(^;;$$X(*KB7K&tRB4b4CZB3}MwE^gd8-eHMFhbv;qN@SuxJ79o1_xRH0v6z|
zGM+Ggf!<Ay4Q|i~>R-~|1p9^ybX}Z9i-SJze^JJqgOR*6_=jfw-1Dnu`fl`I@Tmr|
z5s$;Ln}4N^7kgWG8Qu(dJOuk`@_^l*C=PNAU7r&G#~>toIIyxV%U64WjYo4=ruJvX
z|NAe*bzguoAw-?qE!{{2GjN{gc{78+4MK149G;;d>Km3kgZ)p7m+<m8i4AshrUd+L
z3rmwvWJ&-3`rz>BsAgwH0`3@Ku)+VD@OKC7^u(!{r_(5`tjuING|bHZnk_!PdPOr9
znCD9akmlB(sB?h1+Ku1l0M?N>IM4d;OY5Wg1`p1R*oQ8jyvN)(i2lPfnE&epv=-YV
z`_#C%d~mpj|HhXc{+YIVf=dHIhyOkuA3Q+46C5^8I!YJq*r{bwvo4DGkBNMFwG_Sm
zKKBsU3Q9r7do23UNVqkLdr5CIhC2S|Y$`b{Wv@P3R5LxiFzSG><2H1?_J8pp(4`C@
zAo-54yFdx&g>iw}Kws}RGq9ciuj2y>#zqb!Nl8{yqJqi)yR5FV!(Tr9A3FStGVBd8
zKJhOh0%?Z<EYbKMWDq7O!$n*`92wHl<jK%FkSZw<f*$`!5p-DT|AU>Taci5v&nq6T
zfJz4mPalC3i<0?=fyd@aiDvln>OaEhn{<!&o`&vclSyEjHZ$t3m>*83PQ1ZOQ_4V(
zl<yybg5z>Kk~5RSHS~Ml7hl?R5pDmU;mZW^IFQPm`R{XfJs)WDDLEo2{4-}H*Gj<5
z%Km2)fHAP0`mfy_#0848B#wW5&W#(ttdOnsi}EGg5q5m|Gf~US%jtV)MRfXe%S-OI
z?~?}rZ2tG2h}yoQ)&0*`!vxh$0M?)JBO2&Gb4+^A3aH?#|JMfji}K?TK;RQe-b2Sz
z`y#l#psK(aq}GF^UDtg1CSLSDc)XQJ<|&iG*Lc8JGK2HgLcKxCN)fg6Un3Z^649(E
zm0ALOQett`q$Kz*3n6fdX8Z)m6{mg<CQm<($4FOA1yn}hOw6}th7M~=44FE^PX5=g
zba_Z=om@Qt)kH5+Vn2i0ap1%W`B*yPc>etm`0q{NM&#ZL>ILDO?pP-^GZe@W1A%|#
zRYWLQckI=a)YE!0s5Usf4i-<bzL();rG!U2!c>5J@*!H{-vL_)vxG)yfPLCAJ62Gv
z4lGkqb0A@Ynj@%?I-b$YfZ=fnxEUt+RPz_5P9nkJ|D`-nRML8hX%TAcJkvd}^&sH_
zJk(D6gW$d^p%o;1Ea>ZTB6R#q4Rer!^Q_#C0mD|aDvvuDKu99Oty+U`G*ODqozJwN
z@B&O;M4{uqOGVG6!_LKJp70J>=6%F5q<T5|;`EkLZyyCC*(rWe4if}SM6Z8Yg54A$
zoq%l|<D7~NmqUQn8}J|zn-UxU=y_Rj6FeQnRlqO{Zh&ES5dhieucA&3RFB^V!6qfp
zo&S{EDXk8M+0Ak>cdXp*sX##d!@&3d=Mh_g6FPuD&24@&xfP@QaOf@_H~{0be>e3Y
z4TozO5<eSv0d)R<?gN)&0N73jXR}U!?!M0dRD0ZAzg0ZK?SHZNmSI(BUAwR}NVkNv
zfV6^icS#9Iw-VCbARyf>9ZG|AhX@FWfJk?Tba#Anq5E;~{XF|z@B4l4IoJ8|tsh>x
zoNMM7<G#n3G3-39EH_gF`~Gq8YQSq%0?Y94%LXvbTlqgu7%=x_xc_nb0eb%DS%9GC
zKQ!~O<kcC|`|Xks@|`n5YmNUTe}ON6YnTtba=4?TsQ=|$lv&Tfz5^1H1F7mSQV*d)
z|9K4o$N7h~2aM<+Rt&(~|6nt2Zf??7MM|V4AH4A0XtE&s`=3QT9^yx(We<gHY#5d~
zQE)T=linH3HzNJFSL6TCqW^O<w`zMK-SnaPn)X;ubQPlGKq=SJ(+*P5LE4n`uLb<q
zd;RU#q}5;-32@hcX(>ZPLxXgaLjH3I;rcZ(jTh5i&Nmk^tV;^Iwaf7le5b80!)+wT
zJ-NAFcozcWssl8l?_%q1I|R%Ee{1xu1T8qjOIuId4>Divk$N#5dzBYw$&W#7_xXp_
zqFY_#29{R@=xmvqGj<*{7fhVuZ!iL4M%yaZ=dIGaYNxWhO$s@OFDOv2#y}ktl=d-<
zkV&hybjcZ>uI4A4{L&8vAAoZ6U~@s%Tdx-V?QSb79>{3z%zM0&(M6C~1las92n6dY
zh{R+I?+3OIr1QaEmt`&bQ|cISif_iw**Py4Bx$zU0otpq`Wx4Qux7vl7W?U+?6E=}
zIIQvu*MZEx#sbc#nh2NiHv!cZ6cA}lE=pn5YG67(K^fXIyK<G;oR$hM0KUsF5C=8^
z=0R;2L8<?43M3*6DGtGW39m3$AB~n73^%9fEV|z?{>K=K$a#%H^tae<u@UJHeEOxS
zw^R6}2wX-6_VqvipGQ-W^lw-Wd;yNv<*(8mMW3Im9fsF$+^W&9ZrS#M_|EWnHvSh0
zPO#VYTX04{hp67D<)aUewuH<mI%xw4Bl|g5BMN;4mA4oRHi-<%K$MYg^Igz`p98&R
zMn9G8b}@=F9~*P>@qrxI1uTSN;IQ$Z%l(x2*f|PgLHp70fJ=IgJW|D~qfvt$Mx`Ow
ze_y36aDqw^z2SpvQ9*G+`;6whyrX|#e$h@B>^}hd&muGs^%uhQ$4rY#^!*F<ej4%H
znZW?tsDEO55Uc;QpMRRypZ5D!KL4AQPlK>cy+wvjf!PMj@t>)o7KqRaD6ShG9qnX0
z4Qc<xw%Zk7yNv?v6f)&a)KmW3Zz|$k^*ub;TqUL*Zu!HloCby;Q2&cPfNNa9ngjKX
zVkP7L&w{fC^z%=g_Yd93qWqIs+*<x$wg1UD+(O0wWaXAtR`Ps?@>_)yt`?h3V!;|8
z{>8d~uLUq}>p?v0lgbuXlK)sJg+u61{QeJx{NKC2{{`WB0S1^~^YCcq{M-nllwTeh
zpDxkdw45}b%o?eDaGRdynA+7WyBVWh*8)QRX92rKJ5R~{(V>J!D?huh1mK#&&2qdZ
z|9ND<<xBo2#Mk~xHxG|ViNsQ6{<hk{d4B7BnC+#W-~ZWj^<nTjAOwG#iY{0#7%?dz
zDu2_A$3lIAiqVj+YykuI;o`%Ph>ArM?O#L@a9y92*I87+>SZ;I2sG|quS<YJT>n_;
zujVZh$re618mL-e_+Mn}ccp(7#kasB(MkbC`K#oLPy<1h2Gr_rg8qMP^^o1g!IL37
zWs4^2pHrp2f|7pPo__hY|FUOl-7ft?2^<bx4TrdT{<6UHiv`LFY^JTh)wp86a@A4r
zm|F-=mClQ|th@_0H<El;XX|fkUMPFb_dUN_1CQ!LVj+;A)$f_Soq14x>ipE}osO5`
zC5Kn?(d8b!?n&mD6>s1DTTk}y6AX!NEWQ3)FMe7?NPuo%5aKNV+w?<X5iS{!C=ogK
z5(>@(zytn}IS_dB=e>1R|7~$VxI=^lxY>}f)cR`d`RdWpjrdMp13>uTtaE@ze+bFH
z3IcFgXMeAwtlL7;l)YUKgdlj`>9-X8s~ZQ@zh(I+C_o~GT`>RG3>gF;|E7eHzzsS2
z-<I&FGC+bzkqEcJi{HcA+TJdp*~!~cs5<%r90MR402Y*hRCRWyr}cVr6uPz|djfH~
z`!{jQ-6{aqw2Avz4)!))@m4vWtBtXyS;V8WV%TCfO_6UN?K}V+$NSwB*!+V4<>Pz?
zJO2QWHlCq*)V<kDi;?TWHPS4y|2z^f-GP4pSsEY%#rkuvev21GSS0`4^q&?FNFT*N
zOxyq87{pfmADu=J_`;vfn<+Beuxj6Cd}!8m-kjUG85bgOHOTxzCBj(??0xj;g7lu?
z(aTX0Qkgz)#y>A!O+`iawil^GOhGYe;It;-f=BC`B!^u!0=t<4sVdW#??|6pohO}I
zU9)efv?W_!xq*r-ZnDxZIfj#Wh;DjkUq-Qt3itiVrT``ca+;F>n*w5pe=%$SZ@zAG
zsdqmsr&}YM5&6%xm5!U|*eAG*fZb(#?)xb4=a~a0m1+!A5=W`e?=I6s|H%*oEe2h4
z1v`WKASOcRd=eoJHvck6wHfeYx<%#nvi<47Ro+_b)+tr7xjFu*zp4$$AUh0VR3;$g
zWB?7@=F#PczWoS1F=@?9k~|5n=YqRE&GV^XbM#Mh0T3EkMxiLyO0eDe51x{GG^;Y$
zq!ClR0`?Zd1VFagBj9jNfae<i2wZjXxwfh?;H{ryqNQ*s0><#$F8^u(mi}J{s>YGl
zKfj)W*mC2z^IiC(vo*$(VBoPSDz|LBYB}C_n>qL(a5-OiHl%yAvGYz|@-C$H+rc5?
zrLhu|kR*{3mAtA0TM$Ebv95dYN2FObQ}iGj1^QS*WOdnM)qLjFaJCY$^vunzMKnDU
z2ht(h0tB%>42FMsQ$Y~)#2G#~_c-?h7lj}xsQGAZ{q+jN`@e<$oLaFX5ODb}{I4PV
z6uUMBf#WT=Qd0nNzClRmkD7r$_jT3I;dt%MJ|>#OFXN=#4`NG<0P4gPmC=DcQv?2@
zc=muE3vlUfqmp^0G1T!VD=015L+Qh#d}VGuAQ}Z$rNHTLwg1(5g13OgdjjZ=^3Gl5
zH)qO0Km?MhUOS5Q-J5?cswjlxL5R`cyNdJ^nS<9si1E+mf9Xk<E7;&O1uoz(X^i^C
z7V^@77oq_H)4%G^|JUk)8%%q|@}5Lnw*{x6W)sXgq+t*v|8pO3I$1Awq&=FOn~DFi
z3}nyg7VG~9#|5F-M~NR4XWyA^yf1T;fuzv>jafe>q#PWaOXE{uR;_Y)zBv;ON@V>8
zAw@nAgQ^5kw_h?GXarfhD5Y5~-JOVOO-C@-KsuV}L80GLC>gv+;HjN2067D)&B((H
z5wpA*5LWzS`iDmB{K4BF1)so`lbW;o{Q1T|<e9=)62#ta8=J7~0|!KxudX~i7Qtal
z=^ADN%AYX&vs1s?%j>oE?>2f&64As1u5le*6=Ya}{pQ$o$vzP4h7j?e0#WDK6vSg0
zIxAT6+)8D=(}1~+`pB?@PE<GaXq~YPUoYmINK8yOw5o8_i>v9{YVxEdMdzmGir#Av
zyxF5+CBp$Z^PzKlN9rC5Py$7v*>3`AX=(L?iO*;r3s@~^q-R|Bk4-Pe)5oREhv;4|
z@SRLmq>fS;b870UuFI4qkWbc2<THQP@i*V-H(>q<p*!&xQ>*;z7dxaaueCl{K3_*F
zOVE!w&sq4AIe>2%_Ps%a0~CL{UMGFEJl0bxHC-_D%8<Ej;z;Q|Q#-h^w=sD*W4ZZa
z?A<o08x(uKmCNB^+Hs{yjSWyvHo|<L1XggFi9?N(i)&yI7@m0Jto?Apk|U(`^p0(k
z8m;^#6lRxh8Gew}*<!V-i=c0$AFoO7u%oMjKW7NpkXfYqC~^$B6mVsrX5;{h+Cd0C
z5SXE|_GJ_hkLFLGB$bz!?_Av5+be65z&&Iuh-F0qn;!NjBz&#ls*)A$$;k<`cKuK*
zUQIfXDIj@3FED{oF^FQ#U|m9a1pcZDAdUgl`{0qWf>>xNgD||^wr?`)*qBgiF9BVI
z&NqQ|o?Z(cv?cKH1VA0|BvE>pHF_kgsAwMsaHc8nxJ23kF);2TFaUoo0&S>)He|HG
zB|efT;J|`y*PN2EoqvZxrWtqz2LZ&+Q_x?2YhEvGE?DCw)zsYy`z6M=^+0~ShQcNC
z71X2htFKaD3BKy16wIZG%qzBX`FiHHg%#cD*h6W_8uH3#c4=D%{OzBI#b*reD;G?T
z<<Ef^0oLQW78`>Cy9gG5Hh^ybLvtXIsBzU8G_pqk&Jz56pgy+#3A9I{-qgFvajp)N
zY|PKsAL=tMW5=HFOy<<_F&H~b@74DXHr9`ASfviL20LZDB$2AD@9A&c1CQ5m%oD-9
zJd%CynP-vIk~8Fm%~H6dxPCE_gY=c)IPQGLyL%>Uh!Td{O>T^7hBBCdT^>7;)!lan
z-86aS1KrUURK@qBd+%q)*n83Gj*7h1rwJojr!t2IL8Xk+P30Cz&uNd|l{&a*DSa?a
zre-m|NAF-f$@bx)PML%1xzkmf#o*NYAzD3E@Iar~`)lEkM*Vc2i=ek<r#+^r!xqwf
z%zEXKDf2EJQyMfEWeYbN8%F(%1rCp|kakz9O-I1v0ZK$#Rup!rD=6o_Kd`5(VwsiJ
zbsgB~ueeTm`XV+~QLJ1Cllk|fBJ7V=oDx|t+vP9Y5x}Ee{z$6b1lP?<E#Ibh_IBtT
z>ax|FMDo)&OjN<uo*U8p^lcN>o#*RbYbL5KI`&-J#ft&K$AvNK4xkR90Vw;b@EhU$
z1P8W4dAcWCCaO15`8(^D_j$e&G%IX!Iy~WMDm<vGHU)@_70cR4YtAgP({?QhRtI?o
z!An`t%*IWvZ})V;AvxDYY>fXj2HJ7;i0N}%+sGp-V`m5O&0y^Lb+zf?=cRaWbv{-y
zVnk50X8sOJqU?_D6b{SVwBZV{Dtb;_ZN71?9-v}|<3LU0_Zuq|>!xWd7qRCuP!;u0
z$c#@5#STZg3#||(=eJQN5k`;JyoV@QjB6D(quAsR3KnoRjgN5NduCWbgd!8F;_g=h
z9inRV>qBo@`I}yMkB>!ZDpY>OG2s4c&6_vc=U(HZ@Uq9+VpVcE0#GwU?7bSJRh7!%
z3DABBAAGpd`Gu0Wbd%Hgn^(?_gp<W;MZFB8PR7vm?OK3yqrD9W^gmdPou@Z+PC{Bv
zLr}4c!1kb@(!sW8gw+ow;?qg#rs8aMhh)}Ed#Cx24IxI2G3r+p1~F5^+|3_Ma(LdV
z1aP(O;BFZ{-#Bd$3z_OJk_(Q{0%bb0jMvQ|D{x&jmbzhP8NuieW0nR^w*bm=g2&|x
zcEiDbGl&d<jpQ+DN@K)a@DN{jcefr3xGEz7XUE_db|2_hkza~FxLK?Q+<8@C;J{`g
zR4V!HZYkt<6vixKeR?4&t*SS6@LQ*+YP0!wW4iq?$>{&<znry&FA7W1f3Sp7h|kp~
zE!I~Gf;vSSx0a@@>1Xwzzu@o==r8a=%Z2(%f$umRlA{0qSI59u?EO>bXDEzIf0oDj
zV|?S_G9nUJ+xo9sLDZ=bkV$U4VlU^<GgUIpY(uOe9=j{1p0%fKjl~v8#`qU=#TDoC
z1`(%q7K84_W#}{9g#q{<CV6{L@Oa{iE57fvc}=qS9>kv4mpTmHoHb`#B(36EiER{-
zJlEpRaY@=?K1S9sK594UtaC}if9TKx1onNcxxt2!K;954RLl=`J}$j-qF{zRm!w==
zB$bUKOFBoG<lM8KjuO|6B744!T0g}DwpopKgW`(%y0J-%v=#LZerM2t2HSP-pnHuH
zI<jV`zRlUdifMD<7y>Y3#nMkFa$My0f{QC$&26^8f24gF@`ZkR6xKm1zhQJC#`%qV
zd@*F!`G9S3fjQSfb+%~e84UF#a^gz980-Z1+iP8R#KcW0AjXb23w9YUNu4M?FbsOg
z!71~{2F&>-o|$9%NDrG-P6Jx8YvQkEt~&4ct`kUK#U3p73!HTe9M_Cy-AM1$E`}ea
zX&%3$;rr3Yv$JWW+VA|CRp&4Z|B0;i;8QE*_2-{vO7QVVaktk`PJP9OCcBGtRNWVc
zyNj3rwgL$*SP)R8sc<#K3~_i|n9ji74GfKD$jf>lJr>qe?Ov=f~rBYUJcjJ7lt
z=XF`{*NjvXLelaJ9o!Y1DqOt=-a9<034nJOyxQE*y*VG7l)bF$Hrnr!;NKqzJA{pJ
zZl_Gj9U!^h4G8!uEkD9tXt_EvUvzl!jk{2SZ(R}HZLCehc=*g`+I6Eil|ikms4`Oh
z$C=;dvVF6jt3UWApkm$8@?1X4L3Q$Gc3^AD^{PdrpRpHi^4e?C^5#R+)s|I6Q}5S-
zXX)odM1*`x<mjeXxJ2YPAKDx^YtW2wzti|_IJOG&Kd9#Y+4d)nZOt^zfQq}bwE>cL
zt@YZSXsdW*G_ZYi)-9BxpgH$ejSJYVRj=z+Ln~HD;)Z|zcyDoWa}$P%OXs)hfx9Hu
zuC9b`K?S`pS(_qfQe91R2lI7ouOf8-0m8gqa|EOZEkFcvfE=9V-p=l|@|@BQ^W?h9
zTA3a!%$W7Ef^IN-#asW>RqRm18UNE@3*yyAX-fjQAhs(}BgkAqH(-^YO19iWoIQ_D
zHhxomUiHPQK_8#;s)hJs`-juaRq`XO8>@|`*E3cEdmOr@IQ&ZQuy##nCE^&Dsnc29
zul)+$4~}%L&IEis*v6|f@uyBCZVIj3NO6+c;0Gq*-^p5Kn)7g^_xCgy27T*U@mRTc
zejv(R;i=5ra^~kGpp!&84Si6Se}kS>Gs+M#ea_Z$HsJN-eEBeB9UZmljw|lrr?ugH
zttSV0llV^r>R*6?K-cc1UE{8)47P-4`<yk6$xp9H)U<8xu3NNbwp|}lUnf*Bl*GKc
zx%1V+X(MLSOY^EwfVb!J!A5cJ8I0r&bLVA^!_CHz7K#g#g&PZp>=JyPmdR}^-Ikb@
zfx}t%e5F%K%%Yw2V-MwVCCh!JwpIDsdQY93A4%p@FG!zOTdcvITn+Rlo@rJ^Sbo1J
zYDE;ud6hmfP51WZTI%X#D1C;V;+Q|-i_Aue+(EWxM#9u22gk`+b<0_A#6{tw)QASF
zJp9S#o0no!=-4r_6CP#$5;d~S{z2B$9D|x9R<Dyur_o}LM?J`+_jSWP#K5ZyGAcE^
zQdc!ci2`nJ_mmdAxLmpD-R>L	o8JDeh30t&m(K#GEEGs~twf-n2Baeu<j;+**px
zf}cpViF!`$@meqZn{l`LIdn+Jor`8Q*o!1{JYOM_Xb<JUb4A#YST)<ap7@lTHa!LH
z>KAe5F)g%jxjCL`Ui^@xTE;^bxfm4rehU40ybz)90g*V&RyL;FmH0LDq+csy`Rh;=
z(TCe?9bsPg(crV+OP}g-s3YCQko9fptJ%I&zuvdlqD6Z`c(W_x8-@9b-aLhTo#IkW
znRB+D#zZ{yR4o@g^$7igPxAz-y1w3YmnYZUjRoDyoUzub82$cbU(mczCCLKSqCoXF
z7vt!>hT1?Y(M?gPo>E`$(1<5DmQ-EGr*GGXk!<{~MaAkT*xmk6La%C>RY0mwc*-vL
z$B&1<)j0Yg2r*z~Sr0IE1is&zSk**_`k)^y#c)FCl_x_v?Eh$>j(~k7BX9Ui&9=X?
z<~G#O__1yQ460ecL2<+DSH)+K%wI<A?GWd)TJF<f^HrxaFNr8;Pje-5`>aIYY#ny(
zkxt$-Rv36JwwNA`Df^}F?Zkw<gp8798B3)=DwV5_?~)|@LNxMIDx#b_Q0}4*)rh{B
zMlb{fiLGnzG%}A2gB<f8NbhYffsRE`5%OAH+AyJ-m1`+&m;})4gxH!|A2NZSkmnAP
z#5WNvkU2bRYd#zCFbls+nU6nHkIO;ll?A;x%Vi>%ocgtTl_8=yRn6qp<I_}1^oL0v
zpF7!`hftD(oCG?pE}uR2k>Y}^tcwkvRmhvnD|H!r4ihG-+Q?(S<<W-}6<z)hy(JZ%
zH;CN}B_rzUs!SP5d^C2=2~*_J?BKPVRhiV=xYt?7CUA9#UEZLl$5ta_vg^LVPc{%%
zf7-{{cJan&gFj9}{GlcSO2S9`2(MK^Micgynn`oN3f}6(uhuoxBGX(2q?OASI<<SG
znw6PxNr7*dZ2W}?Z&y|B>*k23&iNvW6C=u2zs7=g@EPx;E)-mj5c7MaruuBn;hBFd
zEF;a66`mJYHt@XsXCtXLW#hIV_7ED`*z0tAs^<_^G@b6KZ*0BU4rL|Fi#DIm+-KZ2
z>#^BRS@yAD;wfkCFeJjJiznDlaXtbI*h;EN7B_0jVrynGy!TVSuFYhPwpQN@^jVJr
z0V{e>LpXvhbx)c-G(yg)lCeVU9ts6fSLxRyTiwR=TxUa>v{y@`Rmk$OT(b?zhWw{Q
zn&%}FqU^o<S?^`W3QulMo#gmySvm|~C73FFZm}zPmSgN<Ubr?)+OpUG1(ACB@awCs
z)eb4?72~lOvzsA4xWR7!*0b}YLeSbQs{o7(iQNPGa7WWil*-{b@_W1y_FuijsN(ZJ
z&JmbAYSvR{iYXh=eAq@4E)Fvx7Wn08_~`Lvs&B!>`?oz?J<&jYmL19Edgh$uNR01Y
zmNDX2EN&AM?GiNpY`y)f<<{y0Y3UM<GNR$nPM>GxJ|_#ahoZbZo2UuGE#VMK`yv{`
zEYZMr9bCWtgtoJ5!=TM|ENRjzM^kY$tQ5T&quN6NUr>HMHZf`^#kNVMh^L~d1E|IK
zk#%1nm@bp9?4MY#4L3wXQYKas?ltbof1RgZ{?+UkMm+yxV_eX1xe&=+)9*n>ZKWS$
zRDDriB(vNTVvlSU`lvv%dLol$NWU(g&E5Znny+mGX=G?gGaXeneQ16QZ>w=N%xm*~
z5Yn<%KQf<0BS%;<<iAfkI|w3Ok$<d|GWa}0>>ly>R+Q;_wDk#!a+d48&B54-zqqHl
zOp>tKE{}w!4)^9heI)Ae441D!b)-lMlnNp0%qh)^b&RcLPWABt)`MG9SP`tc`0CuG
z){|%GNv-)kf_Ce7>RQI4$tEEzoLcOWdzdk_5y!UL>ZWRKW3K7Q@{w|(JG1BJdK(mS
zR8){o3T^0%S=Gcpa&9oH=p3o_RA_cEj*omK$jw}vt>-y?Sr61n5@vlk0l92_hVwGB
z&nhj7bkcTbxUY4GcyfQZP~g;XgYa8e3(B8*7o!vxtI2?}B`;9?`T2NgVAwP_q;sc-
zfw(U<{aWYCUqf;)Lb9p<^^Y#~pdIhZ)8nmV4>&81V|BHy`3i=97q4BZ4!W~RV$Jxy
zdbgq}$#em)&kU-K-fz<p>oS*a(o!`qPZuMYt~km4h~*smypYQbFZ!uwjiq|8D>fTP
z)+JKqcoQ@uJdyiV5gCiTyk>0ERjK9}qE4A)ADQV7D>CZn>I&>eV+wcaMqYEaDauH)
z_U)peg|Y@Nj^u13-484g57d)M$<(s-XU)bTH=<STAVB+}{kU(JJojSEES;xMPYk-x
zr@i_vJX(CI|A&G%DiT$KLq6kNh~!K9_l(D!<Flu(p1J6xv~q2yeS58iANtT7SOPEp
zg9%LG&#!I#tBl9F`gRplnEQ6AQY1}^#~zdrA7F1L6yT}ekJ~*z=U(g;M<n;vTSPI4
zS*{o}_H(x=u{F5^cM-x<+9No2mO?AtEW{;nxhoP%-lM)mJ55TX{V5o$kLT4<{KomK
zdZ~5aC*_9Zm`@9t-ji3<@Ps^7Np)7)=*iNx(_DVH0IMj%H9d+vF>yS$B*?KR&lG9-
z=|i=)sozOeoqa1@E*@JGd-T_aV#%pu^_=NXsApwp<Ik8~e<0o$#MKLE;8}$KR`~My
zBbb!$f`|lniHyDXDjj9Rijxu0SOXIX3O9W7?)y()?=Sb*HjvoYm5>L<F|_Bd?c-U#
z#lnY@{K}A`SUwUYhClRiJ!X%A(ILudY?)>Q{dHPdvc>{ASE()$Roa9O&yf&!W3xTO
z!>mG<t~BeAkpu_4<?Xw%yQN+cbPG@qv1};F)d{9L)`~RN1n3e_A)O)DRI>zgHZw3k
z+!4~Tk`PiR_D%5m`5Rxj=CaRhj;aJO>4*aKJbK1BaC%K;E!vONj{|z2YwI^P;=s|o
zQR$dx9*Vo!^0_3~So~(o5+~<bMZC81W1fMIP6K-@{)r8|DQp8f9|hyESpD?t@?>TC
zQKjcLw5TC*%{JPV<2D(a=0tdI3xb6hl^DfHgm{`;(%buCDQkmpDHH<i(8XC^GpP5w
zq>i-C`m!`PQISk>9IE2MLI+@jPH#P$C9;I}U@EJ0q~mn8wk;y`I(k?_d!|!FdmdeV
zp~__Qd=p(BYSxbp`V_li98u8nrM_NS_i$(Ca^ACwt;oU<sy=Vh1@{N_m37XNXqCA=
zRYD8-m<xhh(6eh1!82Swj;i|pUkZiSnCWJ4H80&%#ERl5Fln%&-y)scuc=qAq)Hrh
z!H*a8LzDYOs?>7&UYfSmDMFhvqZ^{K>x8uxqgQ#@ZGP~gFngU!UZ_!3uA?Ju4ZV2q
z#&!?CWPdkkSa<77tNfr98Sduwe(p1q>H+|dnuxqfs$*daR0tXf!7nSdt@0k?Z1_FU
zD(EftgE1smmB|pKM>6*k5Ey|f)908DW0j=ms+*i3pnQDnFN!>w)Oi;}xa+kj&8wzN
zR@a^_liG@xoW!3=(=8&9E;cyJj}k3m$A`asCa`7Q5XWxkkt`eDen*ecB)}(A!W7Nv
zyAH*u+R1>m7fEU&pYY1J{aJ%8OP|58FmZ^Y_4~~}6IAz#g1iy!y+p5m713NA8&Oj2
zuzPD%ur!ZV80|@hDTy!~LsTC4Vb~_zGY;&#pRSz(B{b*cE9abt2X`{RLQ-k=g0I}O
znnGG}C+EYo{<-LWOyP2#r?<S*58pZ00@f>FIu;a~i_Nf%t)U#JHBi0tGJL#ZZw!04
zhC|<o!d;MeR$G?7Ta1WGNJ~xSXMW=1Z*?p`CWlC_Vvy46n3^(K1^+bnqk8-Xub&!@
z*1J@<xuUX;dd~|kjtcIq)D~z3Mg%#$bUTNEU{+Dz4@*FOzNKxKuuJk*6;`L-FUUAD
zfHMz;8yovnkhP#aFp=BYvg#Jk|4`|w?6}(9s)#rfS&3Hl=TN_Wa(V?Crovi8aeRek
zoHt=z)jymfM`#$3P&v(aCLY>C{D4QVT0fMv-Mg+3m)b0gP$_Uz7gupOyfoyca{jS(
z!V?>RPO5<lJ0)}C?6MXy&t|t}RWBcl8cy-Wk|)hk$L*m{*=%phf>olcF*Pz_oZW|?
zclR-7ChCIJyIk=`-}NqE)@{|OUd1{X^=VA#zc|w~_FZg3c}Sdpt%$>(Us(U@<qHHV
zW5EEq-~xE!1q^qjflyKH$_135jqVN+TRrt`R9h#*!Yjw*-7i@57*{!rE-H$}y61^r
zHR+`B6i!~77h7L2BVCvi4pkjFa`9Zl*JDx7wuHc_^~W)cB~|fCK7+R{oG-qM);V4#
z$XE-;qVL1;VHnfmJ5j$kz0O;Y4NBt_xw+fZ^U(&LtnaY*-FWEE(<Ke)9c^KfMy+VB
z$?NL^&Ni8@qO?u|`>=ur9@aiV#J5q5HvUF(dc$ajs^t6V%rD(Z55^K+xkABSCLGzo
z^M&-n6NsSl+4zfU6B8LrR<=%XimWb3fG_&87MQ0OW-k^|GU&t>$cH(7lM@1|u#QJ;
z%`#VMKNA4J88;7NrJ~3sH1<}JxJ!Lssx?6}v&c;&efVrfv<N0=T}9-ijQA*bXCCfz
z3KiKL?=<TI%9)WE!ejo9ff9GicQOj<mXq$oZrFQ#oxFX!w%XYR#;flQp^fxYUSmAQ
zB3fmw<W4N^!;Ic+(*Axp&a6!Vm+0ZX?Pc{TbNpr@M=gBo>FT-x_`MPud=>UyB(a(g
zwA9ZbSc_lJv_k~1tfOU>F6&SVQvwI+k%5BjjNH}d{5O5suG_}9W6&oFXBEV)oO<@8
zPod-?X>n(SA?!|#Izh2hNsg_Lj%y3Uuu+c`cO#SZPG8{TV$YCn9~^v)z=w@#gvKTh
zbU*PtRI<n&(c)a5Hgc_e)0n6wZ!@&{z$nQ4{zjndL!|p-PYSlTwI+~KH+iKl%~p)b
z{7^o%*}#wKa2OQMR&q-?vnuioXcTQ_*A<11s62S7+T7lNRiDpoB^2@HKyW2>)(pSO
z&px~wI>@;T{noO2r9drDo@X3sH0>8SJF~iw@q`3Bb>Q7t%DAZob7o2AiKA3f(+U*4
zNz0Z_Hy4acOa~l@BtxK2FNQ4cm8b?j@29kNX$>2Aj|2r&p2m0D5m+6nizvHV%%cw3
zI$yslW6-6Bn2o<^WGnPdgVU^%Mm((%e^kWWmS#2Dk<0(~K|zn*0!n>iEMI=Z-Fl6;
zy_K7X{+bPUM-er*f;CL+F0NmC7EykVohf;h+dS=~Qlmv(XtZjZikrXTr;49vOE8K=
zzN7}M6PpkPF>Ovp8)sXTM?tZcxl0Q*L8;@tX=8`f(+Wc4uHMZaho+7bw;ue7WgG`2
z$zO)`Xp>g8Ah=q(UBokkPrC$lpA)9O(w2-+6d!$<m1)Zq$#KgHS5d>(OL4DcY+=^I
z6kR6D40ZA2v(S5MPklCZ<QNZ$RnCokHR;1Jge3*8Z2WB<j8#!gs9{lzOb#<}jRlok
z8O6<C!1G2ueX}JhHl@y?A7nj*Q0E_=fLBHAEbfH2p%kU`*i`W7g)R5#!=c`%AKk=L
zgyajJ3pG0-bDP)+-T#4JsqqPqVoR@++Tg4<a6Kf(kTTse;j?P@Ql#xBp^B5!XS7<V
z!_Ip3^7qy5M1W0p6>$2BcMNles0_&>8eD0SG>+Kwk6H!C50;=WYpEE#oJVHErApD;
z2$-~8qUF%%SHzb}ffAUagRLpCk>RC6IDX|j_3Tx&EDxnvKW%Q8@yf=V&%sFBTB%|k
z4F(}z^2(wuI6<6I--7SOZcyE=BUS{{@J3+gi+}AdH-sC*FO8+~8%Rr}rb5Uvk_ak-
zUgermH-YE%wcF9`hn6cF`(Z$$BRgBwy2*8jL|&)5)Jfz#z{<l0-^%vBrXb%xKTncP
zdmGzwvyrgg0%Cq%63@XDBaXw47|-4`CU)1|xCo?pU0$>dA%O<vx)mu}A1Svl!en}q
z0i08fM0GQs4I6!a!n=5&2P}YampYdym1rdU(ik@{%sK*u!z)8f1NaNN;1%Fpevx#c
ztdM^$LFJKxe_|-Tv4Mva<GphP0~u5S3$THp7(xc531LZGh|c?A?B5we2meIO|HOG)
zjKur=wpNvUKtDmdFqfBCC+jV`UKck5DwL3KqAvHZ(AQxhbwk?w`yXHX(!20uVg5Y}
zG1s5c`u;C7wzIOZ|0U<{-!ir*{mR&$fm5}pIqgf<9eziqfU)6q$o1*h$essIRc0vf
zLCW^mO+Bfp_yV4+JmGU0J}-TI@iBHwgnSI0MyUv0?L4_B4pzj*BprLHc<xV!!(yWp
zEs&r*le5VO4;q&i4vdG)eB?;BV%L3-ikG9;|2F%5ptHw(ZKEDhcV5u<Cmi3#&Fp)Q
z&$tDqFYdN|E1W~U=<0&IPT@O~o)WT?h4*^S(^DosI$=0Q#4gQ9I@+f6y>k`aH+XHQ
zAgtRXoO>iVnM^Ba)N5o-%5*YBfWgAtDY|PSm1+Vfc6drMKLeGUtX1T(j@fWnt^Cx)
z$+L&>Fy43WSr$izhY9WJIfSBrwngZB>!I`@>fW7?f;?!#(t3su>rO@<s-Bs@U}bxr
zgiH`y1Wf2wR8U-}YOF|%1-+<VF-vX16oHoM5AFMPaZwIZ<$3YFI0+4tX%AQs6wS(F
zZ~UpOjUTLeD2XZ2@KFREf5wdLx*y^&0`<6uB9aPT|CP#*S|RF!3BxFd4D<I%@31=J
zBq-}j;e#{{-@d@?NqITI(D0DN>Ew!vmNF^-sbZF}B3Zu};!u&%;KQ{VoqpBLU2#XA
zg~ukC24iMYy*7TZA?RN!KgH;(hF{gTwjP8=_x%XBYkn|Yp>&#Sag;2md?8820um#f
z51G7orft>mRq;_EGR?Dw9(}#;9WF$)6$F!q2hAp%Fa>`{32r;C0v;V}oH<S;B6{H)
zY}lL6ZxAQM`3#G8jjo#q^ZjF0r8ZF%{4Y9`k|p)#H1u0LzUdUm%~53*y{@PAlnstw
z_(EuXU$?60X&t@z0&*{%7a?+bmuhEkxw<qrjap%Rm{CN7Tc0}#Z2lxs-nckc{hXh9
z^INwWZ=@+6-cl0AV4QAxI1-wBol(7s4g06v*l4eE4CLbn*u#W166d%JIG>UiKkYP(
zQn{ZUO-Pj$vQ=>uc=&kcOaZ~_#Q<-vx@r70P6W?|B?d`R%qZMkj<#NBrtO{0m7(LC
zT+6)&zN4J0c^F8jWfG0e_fjvZq8yVDBG_7LzwmTR<J%oyU=rWh>>X#!Suvess0{F2
z(Kj)kzCV5=u;J{{oxP=>8+~n+Id$O7Te7lv?4BoJQn==AfJz?D$#kcWbkEyU$8v{b
zv{Q+Adf-KU5=l0Z*WoG~Uv6&lk7{+^qWFzoN3Qffd`)i6yCI|)o73I1hTmmAA1vpT
zB{RE*<4s;PbfEHK2|1p`Zuh@2^|@Ok)Qb{@WkcL5#Jp|#J)>0PYr^2Q=XVb!Yt!Qz
zxf2=v_9dh8)`m+4oZ=4i!9;oX^dMH<sdpV0y-!02Qjk2Y_lO7wbr1XQXyzPxay0G4
ztd$XA_Md%Nwy$o4Mc!bam$@|fu-X+R{w-wAhXn@Hx#wQD@1t}Hj=@~{T*B#tm;;dk
zKC5rN_p0@e^>}L4&1B3>3>|E5?pKRzFgZE(qgz($j-@2$V0FHV^Oq-<v`&<>GgZ&2
z!+91iKj;1=QTi>-V0AHvXJ?1a<ag=RmGG51VHeS>r*<z#JWkler<n0KzUBrvSUNWx
zg^HU#Oj6?Q?l?=_2)<TfuHqy#a+e!`3Gj_3HrlZCZx5667xXGt-ARji+<)b=DNl14
zw@<iG8{&nS6XV=4t|QE}>D03kptXnH?lA3r60SUQ&@uaCFI{|b_%xvRL+*#~gI1*B
zLd1NQ2^Cw<gVtX^UBEUkP!{`l6Z?qePd4^<rgum}btN)Rhyng<ruRpWZ@>DVOZCnL
z>A-&@)%&AIp#1-Eu6H&r*8gIzcMjIysovRHI9WLV0y~@9aB8?RM8`9)Xe<oAIg&{`
zA=ARE#l{AW1yA1}3!8pzK>i{t8ZXcfOX>T4=!=%suP=5mheE!1L8YFISM)o*G=6Dp
zY}~SwYW32Xz~AThXF+%O$6)UM{(e0ZoET$vRu;4qo}0g0NY9rq>-C~Iw;x%l2huV!
z8^snrN1{mM3$39GR;Yu~G8Zkl#qm(^U2YPH78$pn(_+D|y88O_%^nvd0-j&}71-<}
zFYXZ$xgD+z)L6~p;o_$9IQ8}Pgv{vP1)t!0F*&)uuWwl`>JmAuW_pu3q?|Q0G%k*}
zMvFB&htS#g=i9(}h5&GkHG}2-`}Y?oJ5IK?(o*1wxIK&*ElEBE0(|7VcWv$ME6d8>
zvYCDduN)d07?{y}Es$}0oZDxMhdFLf1x;LRd}xV{jpg?^SJuq^)l()6O0*c*$)PMU
zWJbnfIdIVR4j1{sU8QHwkdcw4mKGKax>RzaN>xKqk}%TlWEK^LB92kweke1PkR218
zd4#j1&@OiL-QV9oD}|P*TUS??)T`~&r!iRt;TfN(%P8D0{)r0<3xVE(?NqsQ_v3|$
z*}2?sF~$&8n8KO_XYBTLo-hj;90)nb-DUUyYn7V9>w*Ob=0`<Y*^kAj3xh>GI%UcC
zv@ut(+hqeo!p1>G&JQD+O9`A}<#;u+xi*kZmNH%M!20A#aZQ`u?J9xPEsq~3v6()0
z+*IqTtE-!sm?-u3^z?*-gWH;@va_)fs%>iWIN6@&aonV3Wb`=RRQFq2Ud}u~%Vu{y
zGy%oF-Ak;qTkU)OHA8}#oV?8CV1?DV5Ap8ZXg?x$bMGgx2STv-@83s7MTLTbvhUA*
zn(QwNo{`e$!^XlwK}FSn!(+dek&}Z*Lei(%2VQ)9VliQVeR;;xtgf!k$!r@K8Y=qf
zXk&CSl%)upT2@k4R@6vEMFsRQ)_U&aYg$&UYSTgZgbJq}9X>vg3!Wbn6Vnfcg!i5!
zu}hZUr%#`*&X3%{`;`g`7~d%fADd2AGfIb}Fl*I%M^k!{lV?`F8s+8zuZsXF0o%zB
z9y|~V!|0rtAansw*^r}s$4d84NO(S4qOI7N|16iHJLhTgJrZhFI6qviW_JRorQP|q
zNJa(*YaWHkva&Kp&1!pFTj9A9?S{x<V8$^^3JXJ`7endj=s4}c9L_YkWkcJP(bBZN
zuz`n%rxoc><C9A3B6T6*wqIN9jHtDyq@-LY%7jQ;9(`orlQBed>`<N`x^0`+d!3{#
zN#J}pV!*gqMso5bkXmra4#^P;26eIOMGqeF8ynCiE?JsTLN%x#Lp|Nyty;~VSLb_+
zofXFYIyIK}L-{`m(dhA!e^j-cuCMaAIF4+E)uSheg@rYG`O<Q>+2d$^_*ssu5F*N>
zA9FFb;4wK$3=~*Z+|T!O2tpU88=Ts!lM)lZCUc-eXR3$<puIuS@yiA)W--&q#n}d#
z9tsLU^r`7-i7>)9h^3<$q)S?e_6`nkaKcg;KJ*h!ZZ(aKyhgjhKr;pJR0#LZ2@CQ{
zIx8tDt@fq1rdodw!lt3H{v1jWg2(7nYB9-Piu~=4QI&B&NxRTo(vw$-(oPs9^h``>
zb@OzRi288g#msibkN1V>2nYzCJ$p9PHd$j8HPzY*g&E1Z^zq}ztBVs6wQ?h*ZNhZ|
z0w4U>dEN*VjL<+)-M~N#R0?18#AC`M-x~@e;-LLC=QL!hBt^bs{EsJuWy#H%)b9Fm
z*{zUas1hCDC(dx#7}29F4F$KOy{?Y%^^sZZE-x=J`cioUsA?>yDbCXQ+*H9iOD(NN
zkT($#0rlfUvayMYg|$d>5kZ>$g9Cj$Ohh~Mo^bPv!yhonGnJ;#SYG@1Kv!4xrwat2
z4i5}K8A81!V9~oHcbCWV#f#xu8^aW6cNolihYf#aS}a?=!Rl9|Xmw>?pdo51DkDov
zGy)t+85tQ_Sro5U@!;TK!7PO|)4`niHL&P5Z&}X4xmU!gS{usl*6-i3y!6MPDJfZt
z15Nbb=oBRLJ3T!WxVgj@MTQP$do{uUo26kLE2~Sc687r(^XFD0MFb^q_@9)^afA^S
zg;|)W1ROW-K?7^05Dk`Ec&5&dhJx4QobB;rC1vGGubXRdVKjkB+o0AG8)%^xrrh0^
zaK~_T-*cW4J$(3Zit|&HySw`z^Zb17e*WwG2wvX#`$tD_LU%ht@Y`0R$C1%Vc<;~%
zjq-4Fy8<~tyxg6K`C3+4Sy@`jQrmlWuo?wxsz0q4*oyIy1I&F&YHBO$_DmD9W&|Qc
zaACjsZcjHXZk84!HhSIg*B^A*Eq{pvN#aVQZEbBgi*V<FAqo5}Ctg)u?LXe39?2zp
z13>5FqsyzSR+mUFa!Diou=4W9YDTdsRIr7wGXs#Qy)bDQ8Bvj1Ypsv(^EiI=X&Z?d
z$I*L%2rJTHw~E$>hAj7T$XkINjTY9nEeHh#<sOrmPzt~Sr6D+EymvV{6kMNdAgUiJ
zb%wNYCjp2auB4cW3GLe|VKpd%{MLNM1E7hx7#MflUWanSZV1A%po%)5?vfi}M7y1A
zM>QNTb%R@MGte4ipsPZ@@Z`p}TeTm(z3=QswzszvaafX_MNvvv&y#sliic(#h|@wo
z>vtO~)buM3kB;<{lQ^v8xaZoV<<j}@L!&TJjE#*|T22$bF7*cBY6-+60PX%aR0%zx
zgi%DUdz^RMo<_eiF`3&r-CIOJBSxG*Kibfvq=LnyqN1{9D#bL|<KyKm(W-;i8Tg>v
z^2qRWq)YDE*_k<4H^T@JzSg;w<>eo1Yjal0$~dwDV{rGP-n<b@=l7tNO9=#5I1WE5
zvKL23V_o}X!2%1T*~RjWnwpx4i3vOvS6*JuNr}Q;g2+xdLJWNxmzhca1x5$fKzv37
z>N&YefXQjd2E}OLC8mkFISN4sOsDsql{=1)Y?mav3JMBni8hGNl9+w`V(fq+4xO(T
zBJ&-aiw59GmYkdnAYb?nmuTGa_B4^X1W=iGa4Kw0+ge&^!d;a{-?+fz4_&p~yM<|d
zZa%M~%8Ioc9Op@%yc$7yk==~>n|CaA$I#e5vRnE3YP2M3cXQL6p1u&^ouIfCp~T6~
zYzr`3nwpx2gP3bSesI0`66=eA{-vkKH!LGJ!jeC_(dEE@>CPfzNTdCa?;vFZ1#u-*
zJfTl=GEsPmS{Zb%Z|2GVzVI9{*!N2II)cJU`0CAu3qUf6{bsu8$VhJ!VDpS>Re@kk
zgO?noq@++z;?#`Z_#LeD9-N#=bb+lho7krz(cY?I_j%Y^SgZk(j*N`xiRzJobNu2^
z)mF1;2VqNKS?{>j0TnU93O)TCMkMqx5|%4c=HTFfl3>9A7_;E)&InQjD76+(K4?XO
zz-Owe{z^ieHVd$AsoTi#<t76Zz(iQzd1v4}hA0<MG*)BS)rH>|xRhaxC@&}X`F&Iw
ziNeF7Rd5|ZK8-gB5xjdC6ckiTtc5Hs1K-uy)MPV{D3mYAdv7}rqXc<R5kSMq!Voz*
z`DsYc*WO;Sm0I`u1t!2P;KW2kjf|Fnfa^3m3;93S+wdZ=68L(U?sbjyN{7BqyT$Vg
zG?GVaU5&@6f$?3eSOD@XI5FJV_;^p77tW3k95;hP(;RGU9-VK3<$12GytKH8jfW@R
z$;-$Xmap|ar6xC`#b^bdsBcC63mj3{J(Kbo9`)MnFB;p!&;5-lBab*F&!qU5n3Lnf
z1mjWlN407A??&Sywax~hllrhj;BbBui@x!V5%Nd8xZVJ5r#Fo2KvgwrEExeH0?Gu|
zAZZG1#x4r_Ko!Tzqdei+i-*y4GGAhlK`c7BQx)fa&Mo4b)Ow%w^!8pYNWVZOWElj*
zs5;dqQXo{uISNqt-~1U8iB<a9#HDb?Y~Z_}d^aPHt1FjX8+^31;+eFAuM8lH04O+o
z$OD=9k4bIiZOvdthn@`NVFuDj$jk45iy}ae^#Pmz=>*`QVz-9}`1`M~uYYPzh>IJB
z6qV%K+S=NvC;L^T3Z93DC&w1{-L>zjI0GYNNN{l1?Bjp61aR&0(jCBd&itu3B2ig+
zIUOV83&OrT*tbg!*D<P~tZZaz+O5DYEOh%(l*lmm`{}G?SqhCK{wyap?NffM$PgC-
z?gizq)*X<){Ir?CYU0I)T|(#0`QSP)*E119e%2wM8SHwa@`U#VB`UH?l7Y(uv!)m2
zb!BI)ExH!Z6cjG|PM>>BTB}fKUY}>rKO{00)MLgIKDs#4RJr}R7mPvqjc)}@`a$~5
z3Bd*tEs?3(+|dwtNQZ`+y4mZ7<N{D4KkyWLnPRs1vs}3swfv~cia=VAYwIv1hshh?
zy?d94OiUq9@VH&qk5Uc^{~aHhF!(4dE32yFQABoeirUUS?Sqe&b?%V@qaVO%E$qyI
zSp*PdXbABBF7Qh@6<tM9g?EIglVbd^9lpRvql^o#$w#wB$Fxu(Eaa0-Twvp~42lLs
z5OJUp&h+<3@ZAp*p{VG{%L*QU7CEIh{1neHz_rt1J{Tii3#U7*-8df;iE8Av%0*S-
z&oMWd)v5y+A!IXA$d(Qa2@!DFrve!M<NJHS1-_oRJFmTRko*LA`}nbZpAO%Il><IN
zDNpQDLiD?(x-FhX&G%Vf%34}(pS)C=?%aQ}d?vPqI_b1AQVawtJK)sfy>`qqjF9yB
zc>f;Yc%l=jJ$TF$ctGl19t96ut-m=@h5R%R@Ht@QfWO9;7!(%P3kWME1;xk*-3UCH
z1(8HPx8qh{1Q-|?axmMNuOB^nq*-GL9Lwz@^@`)I$%M4DKI=kEasa6A!0()>dX>Pa
zdAvSM?`Jh${vH^6!1)r&%JxDDSoz&gy+1}qM&i<|a`Ny1qe42AltNESix`2_S8g^;
z2i&?_4sWtXMpy*a4_IqJeE>NX@Ve%$Ob-c>0V{{|m~APA%MN%1oz~ie3f`HSnUNe8
z6O|?dS-|vCA}Q0eu_Pzg)Nr5)T~W|yeb0=E`qtYEk{V#U#)<Mftm7=yHZ)N3%h}vq
zd$c!#3#<O9MAqD086qVmC7gcBfQbpCDJm*T2F}n*2UdbitpIwc2f%}?^MT$=h(ay^
z1~nBFyk$yDOHU8_1%MMaH#c|ZO1^Qb3)N<&HyI&WI5>=u(`lPn7>_~i&cSO-<^wM>
zy4Wx_vd9oIdMr##A?%4dJL9-)8o87^GLJYoI(5;}BUFnu=05<oM)CmBurplj6rd?t
z_SqAw8RAdC`)s9+jJLi9ZZiZ|fr3KI8JU<Mo<#^;3#tM>2c}ZOP<(>=Y0?}sS{UJz
zy92v8WaPm^%^q&Bz=g`vzT)sLhN$fg4F)Pa>Np_CP*AToMn6;p1cr$lqY_5cW@qY=
zlL~keKRzTkS`&Fkan8=knK*yE^U*BBZL-o7<|%TYx8OaGEYHlsfg=%wgRUsbZ}o_n
z*w~awc(5>U08qVlU+ug9E{WTLPHMPVlOt;#6OE_j!v}dbu46<2>$y7=zGsnW=720o
z(Zy0ddQ=8@LZpoYZD@Txw*fadcl3gOM0P1Y;#8R-0!5|8WW32Kh)~3k=S~doLM9J`
zLqkpN-ez-TBt{a48O##!UUN+5fv?zNJrC^+4J)dusw!SFUSp*zCx^xf^9kZF@4kCS
zMHLzv>b|!Cm-J|29&iebaCUS8BcceM2ok<sh10XM`Opl!E(CJ|T)_GHop<#v`RrCu
zx~kv4C0GJ-{<=owPAa@MIadt%!0h@qu=JM(dLE5{xcDVKa0F!enheDV+CL?Q_!B9g
zt6vvj)31}>VEOafuPNjWsuZd&FE2A{)neoWl#PA+7AgF7GnEO<p)trmk8!;@Ua{Jr
zPN@&Hb$WVQKWetgjpo4vxCasDz@v_fjkUH1u^HOWen{A42=MTq+uJd|K*e3`FUuez
zo*W%@<O40$0XPnnFos5+BHZ5}eu%R#5K+6{{<WtkV8X$f1qF8*uU2}A+JSc@2;NsN
z=>mG-<#xP@MDI&QOUH?Ho{UW+C(5bzOjsCNng}0Xf;)ML<I`n{xu3&EW~NULJS;33
zZ2z0;YWAeN>wXw|k3-@jkQWYl+>RMO(a5KvoPiX^SXfv~Wx~m#s=(V9sdje!_;nx@
zQ$kD(PGZl5CGJ3+EasW7wr?KWLMtfTssy;c0+qEXZ<^ks$#dNlBM9~kcz;Z~w<btL
zluRz-FK8@`fHgRqD^I#6Xy2(9k)cPP&f|nOZxoI6V~w1ejj=v#W@biod4FBr{t)rO
zx9{J5CPdvY#jd}72M*I|gF(k#;s@q_wYnL@fISBn?IwKncrZ^ZuCJdN6N4RyP&nVp
zCP>rR*tm;t1WzC?A%P9=)1}8BiGWHNo0u3Vvera_WRr}YQAs8TjBsrhyTycedIolI
z1*`qLm6Mm0O9nQ%lFvZaS?YO{0~29qypQ5!80^rFsNdz_ueG$aFi3~)+k%x7;$^p*
z2{nEP^f^#|D#GL=*_a+BXGl^KA(HWn=zhS0M8(AR-fhk_O(ujCYu5ODjFFlKrpM$U
zIy!o(PLIwC4?v-q2&`gVM@L8dHCALMhW(y3PAYTP5-qolLL8Ml2;?BrJUc=o<wtRu
zs5Jc+X*9F~h<51?84bi9UmROVN+M!qi3DJiGmb%X`>#!bKn?jBa8RPmCaW#{!pNw{
zx<EQoq!7JYD}Emh3=SEPzXCSpYNS|G(x(f!6@FoY)z#JF)OtLTm<aQJZw295g;duj
z7nnCga&u{<ok0_&WH>P5G|bHCZy_cf^PAWMR`?&1s0R(@m?M*S2)(O=RbR)mzx<jA
z$epmb3=hyRKdBgMa<mDqB@pmIBLXK)kHM{n$8qnbySfmyngAX}0tE@SMg->HWC>-o
zH?ReSY+lQ{+nbc=@qi%|suojJNblmy62S>hdR|}Fg@&R$7R~VX7Hn|b0#0f7M+5B<
z{9790ZGU5DXV>7c0pDwCW@ct!@V(yQ6%aWE#2njw|LExNz`S<LqO+jpDD?)1gis>A
zO%@vZ0m4(5Pc=1(kfP#BN-Sk%Wd#NA5Gau|_Z#fY%?VaARdUE7xD4hz<z$2SP{6Bz
zu_D*d2t&5#joJe7sDV^bvS4E?s}Jwri}`DRB;KB?gK+^KBdv(DGpCV>xz=+71ByiS
zYeGUo5?*H(dV1t`__}%9Z*IebgD?^XwO8tSu6a(0M565M?9>&g4~g_WpR<2zo<}CA
zZ0+ll15TK`VOJ!1#mnB{z`#4Cz?HvP=m;TTO4qG;83vH^?b~q><{D7Vl}`^RPUCgS
zDk_=+u|_blncYWg128!E_a0DDMWP3C8&L^y?gjYy`!78DF_e#8E{rV7GhShguJQOD
zzZynb5{M!A`N3AoiwcsZVLpD|c-~_G0TNWiA|6*D<1FWT_`tpQ6P!_L&8)5EWPzpC
z*VLSR%W5oq<?8G_r?4~Al+0n(40O`L;Rs|s-yAFR#YhJ3-<q+guQ=SeAmE$O7({ED
z_ntWFn7F#uS5&YLH2^)eg@^JU5!)wVeM!dnHV2D<0Lk)Baf4nfbR=Fo6p;`y4(@VP
zLc%PFrj)~_ddGPId$$B)PApTSbmWv$;^OdfPN%#2S^Yr=#1fgqHg9RGv$C=Z3+eY8
z0bUfr&=Np*g7hDnZSFrD=F(vSOT~Orw~kKAp8|LgU_e0rpi>1k9qjBbZt%kZ<Sx{R
zOGzP_JH=2x1=#$VNC&&=sVwigH+Z`Ne%NJq4k{3p;LUs(JRX$KYcxY(YYnPR27JJc
z?XOp-1ny;iPtY%=6xhFeE9`N75kNqqD%^Ucl@9;5!;f!*?$i!Eo9FT*^0T}SD?))E
zYaAMZ?HbYQmBE~qgA;`BJ=$IWxPD%IPG0W(P(2+scyw~IA*BJ)jH^FDuQ?I7P%jE^
zAe>Ynd}+x83b+tklQl8J&oEJQ$v!82g{QJJ04udIKi{exzH(5oN0+Ndm(aJOGF`NP
zV}MkMu%DEvQDpH&-1AW>BkU123CZ^ADuN>fHf&=pG#u1LA&!eKCT?6$DS#p2lb0`E
zJetk7qNl@;bKP5b^Wnn|fS)cc)f^2goVSY%z-9)DG*UDY=Z`RN3EX)>*@DzOtsq6V
ze%uy-4lG3OyEl;Oyg^l^@e<+kx;%Zv$9JV`3jcxQ;zniahLx7+4DKVl@P3X3m~R)P
z)YDm@mNp48bVBYyRD?3ZfS9)m0{SOG9130vY=0ub|53EL;rTMd5>9Ll#1+FRm5xTq
zcaI_|)kttpiOqZFzv}DyKJMcHAg#jWJmB%zxODml1<5Kqjk8^pQi<>vTP$Go1efkA
z0MMJAc4oXT_ap$P=Fp;r$U06{;D;ZRfJ!(yog^kE?ntZjyt(+GP-Fh?^58_!#dyLU
zH8xBcp~vreky>V9VIgn<b8}Z$R>aM0TYccbUJs)3^XH>OLt0I)4vvo1Z{EONN8?%n
zLIBIfz_1A>1u$$_TnSkJ3)McrY;kaLtE#F%Xj5M9^+%vc1$lWUrl#O^B}&{u>pTVs
zBux95$gJs`OoIVIf>UM$<RD7$tp<d0zRiQBrW{lUYRB{P>%DUSZoqlO!wBJ~kyCkJ
zjTDWIsYTC&jL@NBVSr!&>I)*HOe-x{yOxYup6B8UF(6P5ZoAhCshGu;N3D|;!8`#J
zD;=P+cQ7I{^3DH4**kXU`Gx(Tzcy);G`5q*w%ypaZ8f%S+qUh-w(X=zuGs#cz2}}a
zYaYyl$qTr$);{+>@cAA9U^);dLjwNzB9}j4VPRp!z83&0fZsjHkQjjQ5BYjiAR6<h
z9}1g-mNuB0jBFXem;g96ifDv@#}gt-16YWz&wJ6>w<!TU<QwI5&gyUfu9rK!L7zw@
z#usVmt{+Jim6bT?=wwt>l4vAnD|JNRjxV_@z-NJV1K6fmz0;XWeL9Kye`r}ksh2Y|
zGeFP{069F19w1)(>xx8qb1vicF0@&X7~2KJX|an>m=`b4qA_?RIl_PkdH?|S#KeRi
zrdxs>s{(GN?Z3YJkB^T7=moQC0H|4I0{#$4C{P-SnV687Yk>dz6BTfjSO>s4_`mL|
z{}KS-6N&wPd3gA(do%R4Xr!`|IyN?$M$<nkBqU^bU?3I;%V7MU@bz@bFICml#L{>H
zI9&0cZbdE!BXO~LIRNy_tLF23`tLQ=4B&Ti4RV_R?YX|a?eKnY&&~ZQ2K+&)52FU(
z0G2o|E)EI`3MPx~=G_-+z1~<7uuOozkL&?tll`G6&04+QR0hNNgapK|Tw=Ug6VMMT
z3aowkoi~>5KZigi(Y0g|FJJNS@Mts|W8>q$ZX32%oFn3k>FD5n#5=u>R2a?8%?+^C
z+aHeceLNMYH<%Fj1I~Z{%jonpg!%09vh8v;ZuU38=iX3Qw}UAET|enxQY%1Enycz^
zu_1m$2IPU?Uz`EC=qV#EjvvhlqT?q%w|1i$V*D>MHk*yqcO1OGKT@F*KY>ij{qFCV
zAZluAZXja=oPcvyY;aJ!G0{rFw%5*|FOWb;DO4q()?|UodBooCc%r~a<F`B)=Qcvl
zgsD;>5?j{k0;Gdvx(K0w+baVrU}a_&dIBz-kdV-f)+n3Vf3?vc@2>?sB}GMkArXK#
zukY#M>-#4gU^Yp#z5rewkX--h18OPg=qMS0o9XG{JOt-~2?=bLSO)w5^U-4X7n*=K
z%6tykm@p`!(?r*XJllUMkaJvWs_W?jMIfDeJ-9`(r|%I!00H*)_3PKalv{wysI5h?
z;0Anoxcf{lf2hOR5=}6dyG~2WGg#@Z8_^CPkm&pGoSwR0?eH(`0&KDw;Dznq_{wfp
zS?*SWlVW!UtpKTZ0wT_sNUFs00FeKTP9P}3Jx6Ef=M(n7{|9>jq=~SYj6xC;7C=a$
z2M2@)kbu1)fyMZ5^84`5Tk)Ab09_;|CB+fM{}jB!Bpw|f2SiJ2K)kCz1%d<s|FwBO
z+xMNHMEwI*PpSw7!O?ikG}O5L=cxr`kWSK$jQIHY;CJNuu=>aZ9j&cDqXGYH1OU?k
z;;nyLAAqC)zb2rek#2Sa1aG`PADMp-+Ph~iMR4m8Z`@f{Mu0aaw+Mt`U*(Cdi~uQg
zTWoM9E`7RJr4OKyfW<jFH~{~!va$k5u0rr@l6a%%8zAA#E-q>}n85bqrf2eaGy_RJ
zpwt2BLYOEC5fND2=p!Z~84HWkU^pru|B1oD-QJxj_PGJ0X?`ao5{dZ!im$^v#rOvU
zOQAx`HtUU{nQ0a%`kkJbw7fd3RvC$i3II%m%jcaLiw5}<PcoU>4+b@gmH_1+cRQZU
z2sr@A8zABW0visGdt-MuFY_&6I5A#iCS(3NPt&PP{nmMETpXOA6PX<Io10nBKjwcv
zhDI+aiB4AJlQQ(MvAGld6A-*%7VpUf@PJ$p&JYm9;qbVhnABNN7OHHGfLSlVTl;71
z3BC+x@Op8&@9hwiFD@(0x>%G4RDo|5DTe*|4S^u(`im0bAWeHd1~O3Qwt9B#gG4<J
zawHA*ZOtIye;ksoP*Rf`W;Psdg$8iRuT?cQGbSbhJ<Cwlf~2gR%K8C8aJ%f8fEakS
z#KZ%GgT^K%j2q?zz$tI%62km1!Ruj$%o-UP`466e^wOo)(TP{#w(EcK-`*pCQp_1J
zY36@vVE%`1iuYB1_4xhg|0n<ZzaXgG0?q$QRlujv{C~h=%m4jT{{O$h;{WT1f9mys
z%fH_uSh;Ga#Qh5+mVwX>MHjpVik6O!ZhsFMT}Wi-(ObPfyv?-1*r9@|VA{jNKCRRE
z*XW4yC#mk-KR^rE<yA;w)Y>I9n7qQm18i8Z$FDA5W>c|N%yb-Lta^FNMSne!;T3$|
zF5lGbbg9kdyTT`_q6Ne9<BW;_`^Xl!iBWR3PwD1UVzNGXNCys&(Z|y8)0%8=otME~
z?r9kb{UT4SWcpyUL#_?dG7_HeH^OFOR~6{f$jC@5zxP6)G;Eq6Ssj|M_Xj>=@UpnP
zEarn@Beb-R=(PUUyIv<tW7B1GAwPjI!vwWBKYJ8dAg^8~PnT+h`T4IceE}L<yw(Z>
z6&Vw=-l@N-BpSkiTp5fNeNkpkS->lx;U#1{iAX78vQKSYENi#X;$aGKvoKvR&{4!{
zFgOIACTLI3md(DiXldjct9ZYT4cAoP*7S_gC;M}Mm{?==F$Vm7;vNkJ?E-)?djnza
zhC}8Vnrai8oTjfI&mC~ntIf7=l|kty$S^~Z4UM(jtv-Bi3Tnu28SLVe-GM$)S6mA)
z-v&Rim6<J)j?XMb(}GR#DX^a>d)IANSrL#>jJQTc_yt9s3k#CxNrBbTxG@_UF8B8W
zF)h$Fq7z+ja~HnLrOLw#q&3Mbb@EFy={%MyQjRF%<0gGa6T#eGHv<cff#KbC#pfG#
zRF9mvH)@`vK5ZU5dy=vycx@c|_ujZ6!eih2r6Z%dF1D(&HLG+PC1bg(wdZH%Ser81
zK_jc<HT!Q4sbtR+0TZ&1OcMA;$viZAc*ZHZu6PZ<x9toixwO6BAs#OsZg%Yu-}=sD
zTiRE!h(^Z7q9Y^2LtQgcQwKbCzF1A@wwjQWe{AoZGbbUIFkB`!-`G17;-{?)6M4VX
zt$H~@0+1ZTh9y3Ha&lCs@poQiW&T5B6RXE1Z7W{gfec6>X2eZZXSy4M^GpD;c@;fp
zx&y2EugHSJv|6Ah=uWOqeMVEI*Xi|PFP|{j1K1N!xM2nT<0gehea@kFFHre4xeemN
zJ-wCe?>^jTpf&uKZP%yGS%3={-tZ-y)Fy6h=bn4$;`f%V8;gd_EFcq39pjo>nCmiO
zA~>oqECeURDzEN3nWL#0*nl`Ga@k|75iQb+k$MP~Ai$2}L9WL)N^~DGt>W~yi;cet
zPof$r&>8&oX`ojT(FKi(nFiDmWwTfoXZt0`-ykF)wigrKH#H_IE2EOFYT$D0p`l~T
z8r)3Pl_m5kzLD;*v>qmz{Ze^~*f}RwNt+9{q^h_U_5xIiS6j0EcX}Z5&+2`-6El9{
zb1$tdX85yWF?8blZF$Srexe=W)RWeA=^23*9_nya0AYl~k-)LrW5xf>78mYWj2t@(
zhlO!(61(_@HBRJySI|E?yF0&Z@l=ye>mB(QAFI2l)s=fgFW1*T5&S7{LF19+R|Y+b
zvo4|qQYmExWuH&l;9X3x@~R5bmmgNc6C0kXMemcT%sB`C8JBZ5LM2;~&yc%Iua2P6
zhZdY$#7yvdTZ!GIEAXheqv!-&$?ym_uAe=`YQ^Cq^)8p*^Kl}@1&uP9I_PL8*}6z_
zT6hXdXpvr8@yk(M9%Ql%^NWg3>IX=#yvbz;MKE466d&-V1~rnB60RBQ6zH&n2&!K+
zO`6eTQ!_n}Ki-MZ=_)lEOnNI<Z%sMr)H_{U)@RRnxBR9B4G9bIUSIKhobPwq8bYSB
z?K<pN`<IUgGp;}zTJf1m-xPaJFo6t=#?{LgVJe4<YRhHjisTi2Gd$btnj^*UcPNBt
zHOk7lg9%djhy!hxmMf8h<yg7SI|QHmlkaXTF1w=U{{9{yRE0?Ewv&-NHP{|}zhuMq
z+A>%_z!rZH(i5z;QwyJ7=i$d6re0%J(_tW`toJv~9-7u=Ned2tFtj#g>a!`|9^TWe
z!^FW;5a)vg+udA2fW(_EbJ=USAU!gR!s9cY!U=u_EgYM^4gX<Op5qn}%!$F`n424W
z68~c!9A=PurEnxHuMXLfq!gIURD(%+Bv?K@hYF{mVF7q%L)Re}@4A<~QYs}SFb_yh
zLLw?E9;S-I(^orKljP-Xk^{T;Zr5k~-tr_OWu^O!MrQN7;Yzf(aZM;%TZ-D+Bwx3J
zq4uZ`1+<fuI!)DCKCBF83!|md>k*Nt5EhHV`O><w)P*O+;@f0eFC>g#_2tL3L_oqQ
zTMJKGHVu6|9rl>eu<F!*s1iA!_Fr<~6=N)&4Yj--FFxa~)(p~gtNb|J=v{)>-Ie|~
zQ{Q4e&=XYq!!19}(l#s^a{vi}?uMF1{S*@nxXHi<?3(*`;h=AeWHfJA$_buup!E_f
z_6@eCD-)Oyy(@+28tclO0V2-BhgX>2Na`$;<LGpZN&CD#QkHL~xlt8p7hCr#3Rw1c
zPZF^RRvbaoH<DkW`Mw!~!RtSME8=exo|Z^EhPj0+6jqhBn@qo-IOeRisfozX3s}a#
zae?gLxPDLv)tfy*DuUsj&$_P_II%=IHo`_lns9LGcDl3ll%@_GH1?;{h{~y!&IwXe
zP^h;Wg=xTtjYg&8S}gbKHk!J|bknsz!ksKp6>44{Z@P!v|HWRYdNhu^pwfVjvY2Em
zkD57$n~TeT*Ks;|Ej65u@YL4MfaYMfF!)Jo%xSTZ;M=qPqq0Q?2{>ZY*s)HZX<3sU
zxif7%Xdc3>De!vcecduKRGF^=dycGn*XNJLlJIai`B%GwePM<+UW*~;?#Z3K5t72)
zG6LnuNCOaltEj2@^nC`Cr^-^+t)eRo=_4(+5HN9kxKBe&ydA+xh2aSUM3jS66t+E&
z$Q*8i3k!)F1d{i#LS!2~pK|hcSNkPon53LN#N;*XvFw77Q2K1inZ60W)$~$ACfPk<
zWkWCb*qC_V)P_@pX7ze`UqKDY@!55zpWaR!tJhv0AdIzsL1}I?wH);R*B%^TqgiWA
zN$~*h^M&)fJNe^T7m$1XZS7e`DBW~3YYL?-VCtpQErrG8taDqp^w$pPc!UG3oq401
z=S(SdXBE9svb}XJ3!j=VXZLD*@az0p)+x7ZSgjI%6DsT!B7Wx-<2zZnHBZ@Ee(I>Q
z8sk&@<$Acr@+~Mx%9vz<O+a9E#1?W6vJDxJ(!RcdrLi%DW~1TBIr4TjH{C<HTSU?%
z8&=DnO=r;kL(QRqxBe!Aj(f|V&OKlmTc=pwL7@Iw=PvxLw+n)*8xYUP&|h}$zp1MM
zt5{a|GZe&1M_jD61mZ=4tz!F$Q<SHeOc|3BSU>l_k7n29+oP&GcWvN5h}BMly)G;$
zp`r?JLxf<EB5?;g1t{eac4h{GZo|RGQd879KGrzHRjXT>5@Y4wz*kKA?LQ)xt1V&i
z^yny%%;xykB`CI4sz&%5X80Ta=zwYFb&-A?t(P6ImIlV)w6^w?#;c`dLBM<MX+*hm
zr3KzUKXJG6m1;gp(}42}ya^ls;=XW7ZjY&oxC@}2d*n;88>vY+=$}&X(>9`YLBL*X
zEOL_c6U8m$4kEdLl-xL+L;95AseyK6`zT1u%hs{-#8IT9`JfvWaSa*jj;cAl8V@ig
zqDrPcF{HPfog_cL?VUOn^iB=Gl469i<3(?rA(9ZQY{{OKS}qX}41YVrkaiLf5OH>X
zB1@fG-!Zcterp^g)A$R3M+?q&Q^A6ZAyXgg{E;3cq>G1HE{4yUcRgwCF53=KS8UCs
zqv1CM%_j{NU2a=x1C=js4p;Lf3S62YQJR062ycNGFA-4QA=E7<rbY(UAIJmCTU1<(
zgO4w(!~N!WR+OvfO6}yWb1~6&d(YW)%K#deTAHYrmu^uRtyP)a0aaL)W3rZq`kK{<
zjHbJwW0>0Dp-<bzCwg^H*k=WBX9)RmL&IW{uifi)!1Zpr2bgTUW(IQajKP-&{kl3Q
zer}9tbRmNZGNB=BLHcp=^R~7tF($Oo#Y3D9Q9S2C;R~+El+92Hv)aStI%M$i;jp^`
zY7YjsKB|-S%WUE2h^GxTMs_eiV_El_5l@>7AB?@zN=TPG!In?yd|8PDZ4Wqh8L#HO
zDEsJhtU9`&X{I+RX+`H%<Yn^fWp_%55&`i#{@@hXNkz3O!t2N8bgL+3E7i21TC-8u
z;hQn<=rfxEufeO%He|<UsCdUc?YWJ>ROzTphf5pdhMmq<bMLyzO3Y1d3||N19~Z>^
zA9%8mwypq|Ue>N55{(9}w_N`50|SaTqoSe?qvUQser7xa7%oa`!QnO_Ttbka<|8RY
z>6rLiksqqm!Hsgl@s#?Xt4;$!etC!5ADBIvAP|Ge(R@+h570s?g~lo?<#V%zTeC%A
zLZO|wSn(v^MBoTTvP4_6MNvZ2(%pF}uj5t6N>3Kpy+j&vR%TL4#X`?#bFzOfA#WBj
z<Z7vaK)J1t=nfLn=hR#_E{Qvfjmeh3EtgLUm4LycP$6DpN;@6l2?aIcOxyC?(OWtt
zB|Z|;7!?=fJvcxub0-Gsubk=CjmNvQv{fD`n3!lDycXVHdD(2WI-G7_=E>lZ_y&Ml
z_Ik|v3PSoML+6c}QqQ~uNgd3JT~qZ_Cddx|oxQz$BZlF_sn;~quin9dS2k0}{^+hk
zSkv1K3$7dAYpy1}<*~bnynVxCqgq9qw<6@RkN-L!&?`>v`7A3VzZ)7e*qzKez%z|=
zw_eV^VW1LRAjXUsed3r59c?ldOY65rHAvi+emrN;<&&O=v&lNIuyIpc0cat8O+$i`
zQpGvph{n!Ny~|)XyeOKf*!<*_l9B>g62{~HL{CR|d5J~-`3PktL}hRZ0(E}Q7zDfJ
zDBe{baR;Wv9;ARLr-bx)IvC$!B&4RgpeBL++V*)Q$0Byk`MR~-Wx4g;)!|oxV`G!u
z$vVZf%>KDr(69Mkf`S8`NK7OqoiE%62>~K?T`!_kaAaSg2)F|w(|%H_WJaZxH&}|X
zS(5}!L`p58%OAr6QPI#7fOji1nxIaW#!C_o0;c9z@(359#DAfuZT98+`@EHHS4vO!
zq{CXw8K_w9Hu!H|wxrxx)1l6^wFnm+&6{vAZIINQO@I9cd^(^Sv9=p=E8VE;5LnE*
zT%!%tv};^`oLYZ#4-2JqI?dZ`3u*op()-reb$D=(POITMeQBeAXrV3Ce`}KTz;Lha
zXmqg7HY;zNkidJD>{mnuo0t&WXKHG4hsEr8GYio`$9-IF{?HJOxQA`WiQIZ%<NuaA
zI;4nh?SUcrhRr7;9I9yizIo+EaIyvmoznjMWm$JW{PV|LUqV9skcQg%wdX;C))iQS
zNO`+xzT!JCnr-Lr{<S4mI=Yl+Pji&yke|eR(odUQF41_LjfMcC0)(RV_QRQv_ZHhN
z&-)u=iWF6*Z7teJSp763J-yt3f`anmm$$=+cioVoV`E}elM<BU;^d>E<O34)Lr?M%
zcTDU<ce9-2?kx<5+X~g{tEGPQ={{^cT-1V+lFamv(!Yvgu)}76VY~?ki%knCIN22x
z#l#CC9;Ayoje7QQgOn5&+n#qimPuQZUWP|(I9nZU&G1!0=bfB-<J1P9AQ38lJgFDf
z*()ovN(&I#B3@LYGS(r3+9f{05y;nKRd*2XnMwfRq`n+f5={>_`2JS}m({rz;itM$
zk)~S6NzgWpyWzGZJk;LgYYgqjcJ7h2cd5UW>GNy<2wCGM2NiT(84&5>LGjF&4%DDW
zJ<nl{I|Y3o69Le8Tu#ok61FCR9UN%8s+yxRX-7^Tvx8S6BN!`F0mE5m>x!E7TLHAa
zyG<9$5~K^;F*>FJr~MtvBbC+BNbmdU;UX2fY!2(7*%Ld*;V#%glyOq9C3Y&HE6`~&
zex|PPMn*ca+6&@z>^}LlzALh|6bJ@uPIcg2GtCQ^bBaubOmJhjt}y9{435|zR%d+y
za;L4g75Yg&pwxEP!(U;zW`oOk?0_*_S*HhG=$6~##pp@s>~`9ad%wX}iPrI<A9&TN
zF*^A6n|M9+S!VaFd$8+|rubK#8yj66k7}CgQB94kSX^5ZOLnLEMKa?mlWO&I8~Ug8
zx7Q}gOK50lnyl6m5;BB`2k&2HlCX!p2~B~PjMFuZj0ezDY);y6Vt@znktr#f(JtNU
zPeU-iQ4<NKwD?=LniDvt-?c7c5__44>jkU_3(M7;se1YY^mRah+|6Kpzpe!Sx{>c2
z9_|tXRFk&;CSbPdcUL3#MmhlUH?(YSkBhOUvx6a@{X=#gbQjbr@4boDCFu;QSOgtb
zrHTGh-NYb+UX-Z#vUJP`3qKQko3$>|#}n@Sj#$Cz=xI@S3YQtN*UVT1j!g-UaS@t+
ziB+M>{xaxHms`HY!Gqh=6e)MwX2lX}i#g6*O}d#dk1XPzi14c^;_Ll((daP8gtv;5
zf#kQ_wMM?t?f2x|fkHI@0IU|ZwPry%(X;^1{2yJf2M(|M_XlNGxmG|S%+#7YQvZCd
z_;Uf_HWqdUq?5||tWRA0ET(XQgW!G4=n2lARr^L15e}ZkZ-LbVLb$MpblMeun<eUF
zwq1ST87inQgSLi!Wj87-KzBMCmM@qf470|Lo;*w2EZEJEDWq7eZF%?9`0(c23CzwM
z<L6+5njG@OrCo673jJG`xNoYKLE#7z`<}e6A5CnGl>Io(IP1^UZUHV&({hN>mV;+e
zXY)d@=Oxx4oEs`p9PgcSap>#YYlga7C!Y*QF4kMqQphvxFBKf<SjOC2H*R8({Y+{B
z@9B#bEKZFyB^=gVZXZjxY;+Cby!2As{R4K7VKB(any08}U9bMHh3dDB_jkurX$dK>
zX#qj1ObN+3Nog!LAT@`Iu-;kQTv4PO#y$Hv-YYr8KEajPr;WQ-P$Nz;H36I9Y`O6%
z)@g4q|HN^{qv{tZtsd`w=jCTqR7AJIFMRY;{rlKZm3n=65SjILS+QwpgUqF5L3^gZ
z((Ob<j>P5>nNZqgF*Xce7RtUoKcjv=@B~rfYmJOfHRoIuZYO;P>*qL%0%@tuvm=dM
zoR#Q3wdg&L=zV@!dSn6|lOma?f1iaL!y(-HLxmXXTDhNJVM72*QX}!CMA3@;S#@(`
zU9g3MgoIZr7k{MK-K)#@0Hf(^C-1eU<rsNH=Z;~gm?xLGCEMBJ&m0<%24p#_dC^MY
zVLNM9OUqgQTI2mn@|z#w+z`#POeRnN0`}SVuhkJfj`Qlxm%_rg%~>KpUS1s@kJ09o
z+Bi1$YBNW)%7EYS9GgUfchLsZs~>1^@J9+L%JUUqEDw!)XWMy-s<XU?g$t@w=~*-B
z2Y%9<H{ojo5f;dFdNnp~>hnkKONH2!`_uPJs~gt2QKc)sNmR+`C<jci*3Xs(%W?{+
z%8S?Q8^;|XlY1{B77<YZ=wW=cP?Kdb9IhJXpj&Y5c{XQ7x_BX;)gM;3<O<oy%nY|c
zX19c#6MOUYiliac_Q-H0quoF1z|ZN^;E1~~F!e-R358k_Gb3LghJuA!Vxz|~<vToW
zIHqI#VIYxKn;9P))AmI?ZRKm5<}U-0-xgC9AOjq)EJgcQx4`~R;c|;p-mNXECK9PI
zgXz&x1_su&7ArdwVez#R|3~$*MK{RHA-t%`56C=U{SDe|-149JNH`OoUWmju%Uk+$
zRUIBwsmsqretbI^`YmtqxqCM=ji8Vr(sZB*^1cvV<Qm_X8#;s4HoIho#PqOsqlwhr
zz*7evk3si&Nf4DLT~jVLD+3!9wWuh+)k-c!ifi!)S(cXQy`x7HHN?FYEj$7CffPg&
zj7O6J9L+2oD}MgAvYw3Y?3;K_ms!7kJTujyf#|vT=5x&N6zGrdOf@>(!Na!w3&E;+
z{#+e+>aAHkOwH<&pVd4ZA5k*#d{V-p9s?~22a>Zox6f;uEa<It<W6zAR)S|!-=)_n
zna$f8r6KxF&Pf}QHs%$CM766jUwOJ;=+)+bt%g>D<cJD(ONE=K{~n)hR*C9Dt&&I#
z9UnNx*pGaNhw}T?JoZb7o!r*7JZDTKPiBmeN9j9;jcS^!_~c&vO>2XMp)5sO&H<>x
zdTf8nH?vfxli77(7cTz$Sh)s4?-!{6LgE7vvVq~UQ%o+LHonKPiZ%Pl*f^|XhhAvg
zAu%e<m1@2L+%l-o)i|sgwvKEP={3iRDLckz%5C^pk>4&~vw3hCX0hJBQ12a!S^yl+
z-D`yBh1?Ovw2;()p=y1W2<$M}1~4Yl{BEunWU;ZiiB<^kkShZ7H!D1>f&1iv%d3O7
z&{WZz54e?;?cST5M-DC6m@0sR__kq8>n0^Epd;cb!%27ev>fFsANx@FDlAMg*x1N?
zL`B7q=$1dY0`W0Co|^JZ;s=~`>qXqp8{TNYJPXG=u3`diB9x}DjH`wp{@=J@JQzHN
zm_n*1+<$0yxrIExXnpHb&`Ww~%leJMWuF-AZ*&Y7vRIUw#_6WW%y_=|i`$;e5&`L}
zpX$_ZyTmU^i4qIKBQvNtj&~twtHl)pY-gP_QL4jw3JtQPLEK8}i0(24S9OTzOd%+A
zp+7NC0zM+o4al1*)~i;_f2WrX-aXr*<8rQ}^ltZQ`RXOb9Mu|{Ri6gm!Hc}U71p*j
zpA&Ak9{xQ#U&v@qn<<PEhc7GP|74f+$$e`I1tJs}m^(wmZKkBb=m-xoibZ@Sq1nHn
zWmiaeRF1wP!V(XvO0!A2Rl%hn+(O20ZnWF%(yX=7l>SImzgdA>T-#1c%h%CmR-?(r
z9>K+ucvuq_b?b8{=QI##PL?y#byttJ3h9Do`A6Xr{{4P9D!XIoUVINAkxldwEX<p(
zOX(a;S*bax-^J4<G}eagl2tlvwjaeQ?n0ke)hqGj%O2+>ma@7`3{7)#hV2snNxP-t
z>8fguMhv&YNPQjGc!Y(A(%#SW@FyBWM9H-3eM+p9b4M=i?a_F)*@KC`s-Ej43Y&s`
zT)z{B6Kz-8v_(b9*ji2-HNW00_t|fBi4KpYscyg8*d|rwGPnBPmeYkq4GeUep1y<K
zbmYA#MXjAaAuHdK?o|!#@Qx?8v%{k>&ML`Nc%~J(R}k%z6y<<$aVI;P?{HXtRXChg
zh3^6Gz)Yk$085fDRL<D2AF)j@TqHRly_)><i}DF0L{yBHK%Weec#FzZqsqHkS>?9$
zfs+zUfB%~sbpM_%DqNUS(St?knB7V}=Dca8#nfk~hiwnmZEQ~p|Lfe4HoWv&S3#>x
z!;<Kl6BvBkAf27&uQ^q@(`es9HwW)FQkqv5o9eB`XW*o$Ty=!11exVn4J<7+pF4lA
zg`JGd5*i>UNzsm3;OkL9(82GL5a&|ed@p$+ue6vXn^knGZchryf2OeNggL;*mXv2V
z<YZlbIk7e0E_yuITuys={Q8Q{PkEJH(-K}bc&9jhq~$FiVFkWE(cl+h(>3p`Rcy`S
zm7setgjLh?Vmu6aeA|t)9hzP=zZ8Z2@nG?>fZZKgG&nFAGQ~YXc^fM8Jj&(?C>Kx1
zjPtCZOkQI~8M~K-(Y$ht$Nas12T3p_rfv}+Q>LbYl9+N&Q^$x;FED2|xGk2JI^+@p
z)aLS23qM=klEeeQsD%xZ8x|7-#xch~zF%y&yQ@kcmT2NkC)3?N=8D6^Yk@cNI~j)p
z>P6{#PrEN`)-afalyvbE;-Ka0<zKLx$;0>8uE&aSzApm5#YV#KGnTAZ@iP9XyMZig
z5|IL2UnW)=6#6C@3wYeSXpA|NW#-3r6%ciNM%Y-9Ae0J?%1uUA2*S_TyK$I^O_7EL
z`(8v^sba~Q<{g7w%+E#vQRRGJiGrKoUgL$t<&h);JqCkAV*QVt%L;v#en05^{1LQ{
z{`B?@`y4{Y`seW^&4>#<{@I!caj7O<PdbOl3cFF7$|vodY{v-q2_e|79r}rAR?&z~
zgWFkvbq5b({1?<-XUShkRtI&t6B8<gNRt|kW(#J;$R#PNKym9aya|{w5gJ-@DG!qU
z-3a2YO!!ZXPMx?K#khXKyBPR|-_}GkiXv{!?T0MF4g0x-EV~4YP+|V7P)-$8?|03P
zr%PPSf%})`WOTJYU;{)h+smSZ3-SFT7VB(#fWmW;L_dD6T8P@Hssq2~Nq1zb!nghx
zx$e+=LLvr18M)#0@eL!pH|SDW`0&*9Y`F@X&oWQdfY!A1knFqV$e1~xV1>x0d+x2&
z0d?QqVBa?(y>YW2Dd;H@iZDMVgk3qH9{fhtYZ@XhMaf{~l^<{KNl093UDPhyS#ruk
z$E9oXBo8c=h-t}y=KK}18C?O5zCXYC*w|{?N%}ti_yt6ya4IPY9in}Ei?j`7ifAI-
zD?Z*bpC?5}L1DaqJ$d5kO`qC}k1t%fiv-~yeP{;;rU0}2GP=zab6a{^+u_z{>G4>G
zrW;-EP++a){bK6`C5z2X?8-)ZZV+??`Y@a9<P1&BY~^BWlP}~L)QJ{va;~wg%2dWs
z6IisrJ8m|);NKRx?FVA*3gCf*bFQdSNrZEZIqI$pK1Bvz!KT5nc{n+yAgvOSGV9jg
z(vRY;-3Y?taKxv_je5!$S}52aEUdb@Js3_nH=)6SmeyOoTLo&P!p7w|#(9%cp3lmA
z2I!HkFMZ9$@4{kBvD%O-wqrUpscL^)bya}wRrKWP1TVUPmOvJ;m;Ckh2IQQD#bRM(
zVxghKfu_|m{qJr7b@+i%Ko=PdW;rp3Yf)z}6x{q1DJsFOY6w;)%1J)KnrUPEJ*;p8
zveC++2U~JGd3w%FZ963`pQy4RP&~Jz_?`-P2OEoxdvzD~a%HC&^E%z8m0@M{u$@y5
zrQyn?A)vGF+#gp3Z#a5t%J)l*JsL456gOu7yg7@Nl~JIM?>+M|jN7iR?sC!TPUc(J
zedP3u_;#p^!G-tsf6}<PjUo;Xx2Rl?Jv0XX3iSY%y0VY=Eu1Kg59dMOXmWDO%kS^+
z3yHzOyrCtmYV>6n@iy6?;24$uR7+&@s&?2Xje38_XVTR`+3O7u6(KE0m2$MP`x67Z
z6#MAkraKd%-QfLlx@ehZ;dRByp9D<NANH~^4$S|Ox0lm0OI5wuYRt4Xp;Xq==6Cus
zsmatz_iJ%R;2QY+it$NV$jB*Iq>L}t6CF<jg*P`oaLVdUP(L>vybKfm$alfPo|$e}
zATvp_ZR#Xtq21sH8r6%iF7qJq^6Lx1_nH>h2RU1GUcPxZDp1(Xu;-FDyY{|~Q9VUU
z^Sh#6JNKzMuzaX+6>;^*Cq}DYW|Xq*6l7baZ|%gm2h_<fVPe$G(#bR}XMNeM;<~1i
z49DekO5fE{npAxzn*9+Gj!Q$`(u8(Y`CZqLa&K9jQAp`XAOtVkIw+Xcylk<t$$=_P
z`&_67GISdSrHAyVcVNv~{1UE6^A7e(>tLygr{=n&8#%d`>aQEpp1=~{!kE~|A>B!L
z$Mb*fLJ#F<2>(MQ>E97(b-Nd|B|;7ffO3@;qBXeyMI<njE2qCT+z&8m<O=;?(rXan
z=Lc%?P3+nV8h1~XCDYvbbOaY9O-zF8i=#IQw%b&77x%bWk{r|nj<sR&+l+kZNUEv;
zb-Yx|zVIk8uvL*g!)0IzqE0Y4io^SDMHbE`K10C1wxKDb(>?)^E3r2Y)q2hpS*+f$
z8Snvil_s6hWqfP$SfL6llGZgr37)l+MRfzF6bJ%KU^J9SlV5TcjmF`q_33$!EEA?b
zUB&lVVdy)<<L7OYTAjTudA+;rvRs}DAG7mBgE4*o6NyL!BdDYOrt|>_OSykTRQUF(
zGae|2+4zh=u7dC}no?OZ$rVpHx<tat<@vmP<9zVWtS5Q>A<9KTH4_Rln_Qe$1#txm
z5KM{%piHfY4h&r>og&`RR*s#+{SN#7BZ?^p&``!IR@wR~l{BMVGYiY_-;SAGuB(1T
zHWUEA`m!=H%II66Qk}_DdK;*N>m?15BsD+g_+&$Q)8a9}PczS7H6iYC^xtfgy#Z=;
zI(}8+eA_<D3VY4sie)>+ed;A>pexpAV@+tq<*7D2abT_bD}ED%Uc@5kQ>S3t<Kjd6
zFt{i4_v8nZ#(Ts4_sxU^W<(1v@3$xR>@Q_L)_fqE)F!jpw;>wc`@d(e_sbrut5rg-
zq?8STHT^rJG(*hCd{f(-x@s?Zp^Z7Qi7mB>DfFh7RK!lYYNuhfjUl;DjVgTs*ew|A
znV;W#0%LqpAj4{M@6`3nRHCqOxyIDfYNt|k%yX><#>Oc5a{5KAtf_+rL5Y#m_PT34
zZ^D#)``8@RB_55iJyJehO_a#AwGP7Gf7trQ#baaE2B6<zwToUULxSD~8PD>N_M1j5
zu&|CYXzjPIs=Dq)OjNyjV={n(eB%Ilhb7PtDeYrS6$gR7A$1=%tK<2Bu!;vPEKGD%
zRByxC!t?;6cm#Ypsv6h7I=QL_(V|K}B$+G(gei|}il2zltvXK2DvN>fqdZHVpo@s*
ze2LWDgG&5;0%a(1i>cc?&+X91cZkt+7&Z>Ca|M~flGe<|9LLDoi#Yfobq37Qdci|r
zCA(aaTcWBrj9Gv1WW$k+UMhS2e{1mUA|nEoEf*K8OiWbN)Rh&=_--9to!`VH$6Gy?
zJubV!xU{q%FV=ltr#2U2PC)WHg6i-&hZ<knss|2Y1U;N3H+bUP3^X0BxE+S#+jiN#
z%}NZ(WSMk*K7*=|oAbjZB_HuQxhKq0i|lh2$FgGJ5<1z;#a3VrN7PS&ttS2@<T|+P
zJ{j$QwTv0Sl!GXkGIhG$rS0{WVJdejW#bugb#>K0j*8~_g%|2^du&sKQ(}!)Dj1lY
zHX7Y!P8P$?P@hc+Ez^@E!n%g^g&9)X94Kp!E|+5XXsJ~GHk!ZuE>&v&*fG2BX25zk
zfVwV4S?M7LpCFd#vW<W6CB|JXI@c^4hYt&lHtGIA@=CHG7F5E1yr{Ff8+NGc?*44P
zTkV=sfVXRGxJy;>l#tdqw_IkCD=dkLU7#TdTNjAW7KnEVVz)Y=RTY8kBY+4W(LzMQ
zU(K{NOGqwxYJY{2@PHKKM!PUxER??N4QOC$pgeV#Ujp(Wxg*(}vGDL8k<udKBeaUl
zoM4nUEW?nmcu{?|4SVmT5uuj$y0IJuW*<bfaey^TSWDmr9}u<Ls0}Z}x0Un)3yhk`
z=91lZLsoyUboL_JV3`p(Y75c4{C!Eyqc_DMyG#ak#;t4nmTBdg5$^lP$_Jz4;6^db
zJ3yD)XX@>5L|5m|d3h$UlY)%oG8Mz4iq*@#gn)t|r9BVjvy5l5sH4Sp-Va&8lks}$
z8L_hdWPp7mU}rftEfq_GBDRI5bce-Y)|>frTo*Sw*ali>=4+_Ch!ZFlkd~YuUgzSZ
zJX)PM9Tgw7qIrL39ms&h)xMumO`)Rf0|Z>lZbHjLHqQWPNx>fy?9p*R15^X-C7(C*
z3fGjf9nP1;{e_c;;O}b|l=TT!_e*V&8}*(O?kVz$WG59A@QgFd-0pX35)xSAACDcG
zJp&Ns<pBu34d}F7C-(;2WK73ZsgkTg!$T?A&8<B`>uVc{>tCLhM8Vbi?QW}E+B-KK
zjm7cD{Z1tB(y9tDRUJ&mOT(jxMu)7hMy;^>LG*O$Y;Th=hg~9!8eW6P6KM%a<LYy<
zf29;gLu50tXlN(c%}rO9&5ll&n*rbgP~DFL2-!pne0^T#X_Y8#n5f(Mnt-A7UY=&F
z&9Sc7o13v|J{rxYp;GC2jLDC(_5i}g7o_f9q?l7|Y`p%c1Z(mZRVgv+zp*ReQ;$Lx
z25O^jfT9?UWO2DEena5$Twn7nGLpFnkyRw6(Tu%RIf+XU2GOU0=f9^T5FaB{m=iw2
zjg<U=oP2|t-1kuz3L}8`LvsJG6Th7<0R>LhrbgkX?xbwf*#*hZL!zH2Lv%~+@<fl8
z%aq-B)$=}Kz-9b5LBeb04BZO?>p^*y*7o-swo+i^?1-IC5l25A;j*Gr^Xb62QDBiu
zDWuE82n9>TcvsVMsU>EEW&NUHm9jjCCIubews(Bf6GGLu<!#QKilCZD6^EF>iMBWU
zwd-L8umg`V3L4JO-+<}!xsR<C<<|!4u2eQ5lj0Taxa>pAx~}QAx<9Rs(>RZiz2a|y
z%CZ_!QXh|z;6Otk8pcsB2Kf5;yz4cVin!@`l87vo%CH)}5f5g*OKhlJxwwgzpouML
zRpE}u8C;WCZ5^Cp+~P9SZAepE%ZK64aQhOs1_)T3+@gx&s*>uef;yl#bZ-x7P5{z@
z-E}8+RjsQ&99_7G<y`|7+mBtu8I%p+8}Q<2a!wDC<`nmXzjoG6ZQ}chV3)0lq@XG>
z-anq)6NR{g-GnE9O5k4wy3k~^3iGPD%^tJCa(I)x8CrC~22g!BgCbIjPw#JZijR+S
zcbdeYtpeN3-W`Lco)Fy+lMs7io8!ZcOpK?~c{D|f_rbWH!|(gkqKG7yVd>PYGh4>k
zeUcc!>kl1132V)w#0NzbO#;jx>;r_yHknZmyWTIDwDv^Twm!fhR7N9GWS7V6pX@06
zv{9vLZ0kkBtHRCU^Gb^Ag`H2$J1-Zc7FjQ8cP>r_5kBD`HKugi^ViDF8$~|h*T4!E
zUxzFnDlU+o2??Ip#q+o5M7nH~{WjXCtV6IdQ4fwAZsWRp|AszN@bPT}1+BW0ex@5q
zyA`h@D=jWy?IUU}h%@GEN7=QBC9#F*!<VzS#ko&9-PKg<j+sjmE7d`N3X}bvX~45I
zplYnwPk!pM$=cw^@`q{qBkhn)RS5^P+MM)y9Y4ka;a(06v5^twX}T?&94n)KpU}ce
z);e3Da8t<NHoGo--TSE81XX|)As{KoW7mlq_XXi+biOo6&t~r9&DM4=35Y#pU*azP
zU3Rke`o4s)|NL9MQO+^e<XFeP*~4bC4d6t4%7QpVD`;9VGZ`HYeSuKN)0r1*9y5(y
zDG%V@2i<kp*VB!$r`V54Tbq6q4VxEYFbW&z?OA2#mz;4O0qcrd3XD!SMoqf~wB6zN
zuWF!PrjUb(^{CXCPzS!QyMcyU0*x11+K5<99i1&=kC6Ul9-<#({_zbKgH%YF@$ZBU
ze;y}2lySR^vDu<=OjY{mFB=p9F(j6TmyD((-*K{ek`)eFGL1QSG%6Gt$Jhq6SD#vz
zc@cqoAkOLxt!0Hl8sA_qW=?+{>p3gi7yN64#(Rifo{jsFoQi5_n5;IrLIx5_9t&vr
zSz1b%h=d5{(-=(5{03Gg#v53LqlsiH`@v`~nwmd9>vu*YGAf-)ztz7#RL%m-6kAKq
zy2owc#Qrg2czAxcTr6xzh01`<5+-k-kBrjc!_8<j2zk<U#`Y$y&g*kno^S7^2jU|x
z!NA1ggh!*$V9H#j_ZQ?=!9=e<vJ$SK3SuE$36)dBRQnUA*Jp)!Xv`!e-?^XHFB+?f
z`6y!z%xS6+h>@LdWU_n!77s#&^>0Ts!Cex(nLXtictqO<R<gz06vf+C6tCAwk7PhD
zVWvJ^7bxWDY}q4~t%0>F9Y7Z_Z66V93Culane@cC*Y5{vSZ_6DJbPjas_b+@qbAk7
z=H;ok?0F1nN8fK9TjnBu@ssTkyF@vi>#=i~fyXB(8}6Gs{x$&8{9(anUA5d8CDXuq
zH2GZIjP#W(Z9~CK$$?kKl}Y9a;2eOtjR`EWg%;;UOlGxNnyPQ}jqzPD<WHlR{D#e9
z;W#~AlP^P-2Hac!Ewt0~^jDG(8P1zvvK|JXra3lyvEIM_YPuoO3NK^(({{ru7N)5p
zZT3i&`KwUU85y{RqBz{ODP=Vp5er)dA@GF<%(xq0m8j81u+(YWGIktEedXdbeiCc3
zL9dKtR_NEim>f@K4`SBnI^b89=3BD4bWN{Y!yC5nc=jB6!z{xh)x`<Qu+wc?wV^lM
z_r3zTFxzGX=0#)uwBEBM`iFW;S{aGp5SNedO4%ef+Z}d!>)v0EoJ4_|0j=pk5SLw=
zQI_%)T7MonWLrk;`8~lh6@^dtS??D?RJe=n>CuwTxAzVVuLMNzI6JyIX#ci~@(*qT
zD5)_|-JwXA%x0_pmx^w0qRGi{N=gIEWw!VX0Fqj*c33{I1*sR=g{>kAOPzKspu2xx
ztI-XqbHoA)r?EKf?>x~nejGVr-XaAO_Yj8~6DbG!&*i?w|Jl2dt4$eK)eaehhx-9z
z)cu^-_=&&r!DU)3C*YqQebg>IB=ulNI$y<Zqw6-u4~HtwInqH;NPYb?ni11RYAH<H
zQZxecnnN94n^|~sK#Y!vC_s6+^PvcB{n!Ue;U-=-CldBPW_6swlqO9Rj--UNnhn2{
ze8{$v_K}x2?m3*2DCvrUMq5?YG^ConVY4#!>|HMmLQ<gIDu^59+bamQ|CiX_(OJ2q
zGyCtq^uUn7rK${+fw5vcPa?j4z<VPbF?NQ`7{Xycue06EO0*5|?-$$9MeO$1*Egg|
z44T<mb_gZ%3A*T^ltM0V$~#c@oe_uaP7y#UB+7%<D7ZO`^KTYuF39XY+~SgfO00(D
zxTLb5^W#<8!({o4AU#+*g0^9|7!iqP^9W#BEFWre8x6VstiNux-MHQ4Gh5@ir|>VB
z17e}VW2Pxm<e!9K&wjBBZhm-FYmUs;TQ+k0XiOSVuRp{$k(2GwQ7%7KBeboB@qb9z
z+LEm`%NOYP!(e99g?&Dn<ywLB*eInA-&1|fYD9&Rg_(Ut!`}UkN{f9$Z9=)`QrLbk
zEj-nC*(50Zu}geJwn$waIzH`~$sItguDjic%%y!gvz4{EIDx(;Mz876Etx~W%2hMj
zg~bXK!&a{Sj?}yKq&4ep3f+~2FE6!Bwo}FXvkFv<kjiFL6IJMOS}tzPdso=-ZiCRf
zZq4_qeT_i;!YZ4d44)J44A89i@rup0jp1I?>cVfI*YW~7mppMfJYM;>>{3ptqd!`1
zO9HlaBBUN<#(WZ$AJ{wg^i6<$)vxOVihj0Q5BMp|bNDRojw@%XRyVP^Kfl4AyBMS9
zA`tNLm<LvlU?pq16FoIWkB0s!6?4(;(I=8(?~a>T&@dvp<}g>6I&ojFl2o0ZrjQk*
zb5BvhNO-5%G9Jv--hjhxvmE#f^yaLrNMSK3+$s+!2fOvtBMNWC+!~Bi!5!G(U@8Ub
z_x%x^tH-BttW#E2bi4L%pjXnCE-1hAOF>0N#lnVNuXBe{w6A8q{$<_=Y{Ba7s3XYX
z#UYpE96`zE=o)s8jH6C))*BNFA`*?^S4BrhZ_s5WxD_AK?1PO?K+tx-zF8E<nwxNo
zkR>BK!o$?`Uh{9$E1>EB<a?O<N*#V2wZGyQUg%$%oA@&{P>fAXydaS<{4YE-3`m6@
z5fwpd?9X>Dd47-(i~=G;k>t$-pUeLFC-^`?|KlylVR~Z=bg?ls;j-;^oJB-19LBi}
z_i1TmAgrdLVZDs>(|JA7idjUmpR=%<I*&x^N8Ha<o49r<Rc))Mpb>J%#DYBihyxM%
zBlE*H=8BT<C$aTy>G(J()`6}%>Z2)BZ^qcqywX8?#auop>(#!${CSt2_Df_>1^n@o
z1{F^FO|gmuy)~JOc+JJoWa72Qrn_z4-9c{su1A*2maS!fq_0jQ(34)^J;j(JH-!BI
z^}#1`d3TTdhbs;64OU#_a9UQpn|H;u)$WX;4bfYNX<lMA?^s(#Sjwj<7ai_T={}Xq
ziO#fbX4&tkQp6Bm#Ws1tSlsJ^Vep<4MXj#?%NF<gKKMH<YZqb9R38x;iLy`{d`agh
zPNrN02d9*W1!#rbL0(9j=P9K>Dec_Chgg^yUc<p<RM1ts=8HOslVByFp%yL<rjmwL
zY~mv+>QR&t@2N~YO<9~hCHdjSJb4{kP@qhMF5LM^cUKf&6%v}i74LApk~@pDK0-%f
zf68%xJD`|%9S(1ZkI;w~g){nb?bVkr9I?>Y=v0N{n2CnbTE(K#I{SM|V-qvNu@Yyo
z(b06;+3ofPb!x-?mWZi)`on#(s;tfKy&V|t+I?-5v1&6##WuCx?9waa!v?4ysAp9s
zld}x;^$iUXVQ#?8E<VP`i>*aghF5=LX_2W2lh>NL;;K>E>io)$T`pjvsl9(_yNj&0
zXhmr|Wz~+yZ9r5kv{Niyk%`|i5`GWOAd7As3csZHq3QHu#MiH-Cipj~VU?J0xSW+m
zMeR2GnJc0M#>#YN$cQCKLWI`h#a>=Hu^1=#jdQN`%^e-06xIux9xU^b5ZWC!{a;OC
z^WR*BU;IvM{F+e2wD|?t;=xsn!I1{@vTa_@&@rvl4G@0+4Bhb29<CJ`?6mmksW3h?
z)EXsz+B7;GLlrd{Qw@@(f^V*YsiWhtl5FE1)=psCF=JOZTyT#Vrs{IO$R^<ltlzA+
zx;;>6N6{Avc{3r)^Fp(xCv{dAo{n8s$WGN&ON>p-=gCYs8XU8NTyjt8Ts>vEbs~%!
zZVSCG<|0R(k{i#HPE$S2zuyoVGxEP1E;Mp{xdN$5Ce!KC{Yffg%H|AK6|ApQiQAqa
zYWzr_*4WRc3a5xdBd;nIIz3<N57`9<3bbQqJ$j^U*EmR~xRG-VFFHxkEu|2Z@~dCY
zK`aa1LTwkhMUp@2Z;rEizW>sh#p`N;+v^ynL7Ei4$7>V8l_2sA$T$_T4`9s=)*8{h
zbWj}rbg#XMJef6x$NprYB`Cx55`=)>IzmC!J7G<=zIyj~3^Nf*wIa<@iUO8-=TA2-
z7=1e&-IG|yzNpNr;-f6VW_AqBZe3Gw8ipQI6wp+On%PvB9ZCBh9;r-0OZk_*8F45a
zdL4?X+dHeYxPW8Zbab#WsDv+Swsyf;z3I)K@!?SqBY&N|MR{X3;Ni-1aS??9H>1h2
zbXIl5^;;wv_@+|~9xpcnLaoVR_~CeRrB2<3?PoX8fQ5>R#+cmJq*>>Fc14%NC#ut0
z>$X4S=5RdWl*Y1s&SzUwrAn(iHa1~IjeRm^fBZn><xs)=<51kh=C;Fpgn&clcJmR3
zI~1H>%CoaBXtiP?M*T2I*UV2X!xkeix@>fsmI#uEDBx9=HU%kdI~<uR^b#ru-~7Z3
zn4_WK4Id%>v3hrRr(Ch5p`O7t&8XYBGIjZ<Jk)_pHfP(3*=T-@g~_xnUAB$|nE4wO
z-7RXfBC%ZkWh4V4gwXQ^)Rug@(l^k>vR&FmAL+hdlOAY6@a+B9WA39Y!5HYx1O_HQ
zY@YR)Y#!aBUr8Y-^LBeXY@)T(T(!F2b6&qTES3AjmeM7AR1N4pAC`Jv&Db-U@1ZD1
zB|@w#2d=1!PNWub?j5W~fOmBl(O*${?nNx8#|w;(J5qH`O0r@YYR{5WD2%5Src#Pk
zs#4t0XdbC6X%y2?UKytwFwlgm%g^sc?I3nX+_6$c>rivxxXkaYT8x>PPaz#{b{eAd
zLj7e%OG?BzIn}}*;?$Dz3K@QG4tPClT{+s$acOx@kd<;(4%fR2#Q$sV#OS3O}!
z#;m~#+Ny9pey|3r_F8%cvu`2>XTCwbcuvq^4e<1J;%7+u(5_~`3qUA>MQZJ%w96#m
zvz`1nAf=I}b)AG=^S9SIMhV|XTOS{a0S}|Y?veDF;&^YvvkQZI1daFh?R70i2)G!S
zdvKOv@f%l{mI}!h1Qj*?X+>=uz4<W1&Vx!Ks^|0*6g`zFrBlps?sjsw=u1409?!r>
zLCR6n5>oEL<&UCQiRnRVyq|Tk2^*(`sz|3;cZ<ZSpid2P84D&Fr}Glf@LwR1`hmoV
zZM}|OQB6!GqiLdNq@|?x%Q>DAtw4Ww@`-YDEj+p|n#8+hcL92zUe;c3D!}8B876Yx
zygAN90&zp}mi5#0u4GyzdcJ00;6RT2vcA5!ZGzM7Szvq!TbyoGl5Q+19`o|Nfwt$y
z0W%Ks@f7H#JBr5TI@9^~_BcvO$VbP=cr&M?+XKv!qEkPuGYSg<hD$VCbM^PjdOtlO
z9-EJ!snH!ES{F-2!DI_21{zjCGARVgCn$MB{q)A;!=#r~u&+#N+p=JbIv;n`0xbfA
z0zp>RChH@?m(ARrs{?9^o+Z;d`BmTN<4PKHOP`*{mk&`FUYqN>E!cI`z4`O@p6VE=
zSVEbY$cJ&mZkdR*jHO`ie*6`AP1i-{j`Jv1Qc-T3_<h5MK<KQAUd2X=DvZ1U*`_}#
zvOhOT`YnUZ5*ps?=4SH6$<k#c=I6$}gH}3*E%+z~v59wU>1r4Z)G}I)-QpYI{W)u0
zqMbwQb9af~bBvAu(hkOhfC*nRb4WEw19QNU9*H5^i_a!bEa0{1D*Rsg^CjbZgEtNz
zsVqOGw$9B}Y_GjwYtD>Gi+-okL4@YWXu=E6i~9ZX%o*F&kN?BeSq5a;bnO}yl@tL%
zx;sR=Q@XpmySt^k8|elC=?3ZU?(Xh}JwEUEW8Z&(n=2>QteLguJXZHepRy4Gf|v3g
zCxa~3*05)D%K6G)){lH{8wAR2VV1jebGWc&#bTE-cbhxNzYJ0z3^J*=Dzzm)vxK`=
zbz6so+!|o_c2s(E8A-sdlnhOZOhZvWpgRmq`NJ;Nzdw!->)3w9vhuUUWM$FMT|t}f
zE;Yo2maE_dk|R9wvNb>E1)%~`8tM!G#FV+U85sBl2HYL5?$)^EgkHkEjA!RlJ}YX9
z+^}52MBYD_;OTr1ZdP~R*auDkWi}T%>$k~?@%}6cWv#<}UGrP?g592TtUejx<2mQ`
zgRi5NG7$+Ew(2alE7pQ4{$iM~J2f#0l6*D>mz(K2j2C5vbQk-WoU#45l~vqdzwS;=
zIhSd1dnNZu!4TKrHFfJ&$QDQPW7RoXTRWy_75>gF&d)6=M|P)5a_7}+h79{!HsdBo
z4Bx|8=tC-?(Zum~OCY2f&BVNLaImx0xy<s09e3k#{Q!<g7z1CR@R>20Hy-_`LNafN
ztxxpF0_1yM{+0HOA}*#68**@6!B&sK=G@tMWcMQz{f(PIl$p1P9#+T9`?Q6#wUwe0
zY3AXA;zBl>Au?1D8tDQD=!>M25jPIWAKa<GXZE123AP>8lywuMq@+Z@W_9JFEH0F?
z*A*@9pIiT8RpoOnm=|vU^*#r${h5)S+G#)3a^=s<%cc<t;aupBDawdRSDZ^&Ky>pw
zM%?{EVpuPF_*!2^Rtmkwb}C^E0UPsmH;NzR#wzjWD@{^+fY<gPUB`Y>5W;Y(WYCIQ
ziz;2U&;1H}CccaHq~{~w9M>l%vaS@<!3ra*scv32S+M>X$6y`3pMzL%<oc&|E!G<6
zFY$cIsp6+rHTMpir|e)tV$=#7Cp{fj7U!*ZmNG;X!av8oKNXpg^1l7hpM+*vaqa6o
zuhNKljq#<6iLX$KTLd-X{&FYlt^8PH*+M#SIHi-lCPwBijidy63L_>tzW+R6ll3x!
z{}h(5{h7@^x83+Y8DsMNih<e$v;EE3)Da<3HM7}%a$@2vH#?e2$>vQNBZgMb&P(ET
zWWqOU>g&tJ@_Zv*3wG*nH*b<(XNEC#FEC6UL;ZTf;uBIcx7JQPAGR<0B4H!ARrn*(
zw8}~DYhsura0Z$$Y-7}{kCbyv0(yFCa)o<k45(qbT9VPxcjWQ~Io&X|q+fo|>zR)2
zoQf5XcDIbtGKkYqi}a5QnQqC759w15GH1lLCMLR*514pL4exf~3Mj<aN=D$fPi5)@
zS@p-Kdocq6;`1ij(vw$WG)OgSb|hBQ%rcq0@OJ78pl20F0>#-{Q-*i_w=r)g|6x;f
z5&=(!7nw-B2vIgF&Wn}jiKA8bXL~euZQPItN^nyU6}J(lzmU-mvPsk6W?e$_Jl_{w
zRR#&ma&8BCVKcYmjac{n0hG>QKCMpk6063R3wpUIjI@V)*mnC<H1g7Oho^++&Q)&h
zqTcMBUY}60A_Yovc5V`qjAm<-$1=`A4%Bbyud6){W)2cV)Wml%%mnA!?JRNmtYYXI
z6Z+*-a<OP>&xE}$JHMYp2+2c9wwZc3_#{n#q~0raihEy1r5HDa3NkrNXtso=binvL
zIqB;5PX@j292~PJR@_q1$_kr9llvs<OB9(~m~f8#Ebtfd#3IF@A^*km=uSy|p{iTW
zaXL1!>R~HvXVw)z_&~+Ed7pOzkHXo-DqE(+U6k&DT4{s3fu1$(<n5t#qpbRI7{1X9
zDi(|wQR)TPr~G!od$%}!tEB}Z8NAsZ4+uIsDlAr9*Au=LeyqZaQ1^et>AruCv&}F@
zyD6AAE&QqM;1ef40{1nYPJGGlpqq`jIxjopSu1MJ&s4k#kBr^zJ|rG8FY7$4W`#}d
zY-`FwsL+Y!I1HQ9JxEU9XE?#m_NK((%k*TMd%MGqWVr<4lm$n*z9_lzQiH>wMZ_VQ
z%W#oquhQxrAN=INnxO0`-}7~MWgkLGSsuo>Ym`_ewT7iCfQvBRI?9l^OAVvei*30}
z(Sq|aoVHJ89=*Lw?t&SRQ*DmkfkLXb;Io;&uTK;XcPA$op`;KcC+jQvU0q$ZioB&H
zKILu_%<2wH9<QW#nvx{>k`RAgfc!YiEm_p5#cV#+P<l%?g!R@aDYyLoVMQ>T!>13H
z7$$NwBhPNh3snYH@q8QN(i9RlW}y6M+|yc>(2E+2T-t?!l*53fXk)o=gSq|OuaxTL
zc<2@3sLw7xVX^g}-$lyqy--lw;vBqJ@&IabZGQw~o!4X>wz)S}I!ftLKx9@*$MS^!
z0_$a8e<O{Ew17&rwnNp;$CqI@p<hpOB#wKRZapX`te`9^c0<^Vyfy6u(snB8taEaL
zIm5R{&PL(bM>8m^$@dg|1(F#radEjs1ZM-H`KGOwT+192-qC(f!KP?gJs`{VH;d^2
z*-6GXjJ&ETSfgUF9a1h4$L&=ItNn8*j@nIv#Y$sDfmTrkUySRZFye2)R+Grdbu?$i
zy+jNbQeq#j&EDWvL|o#|VFg*0Ze;_RRjhN!!_oBO>%D91q`MmY4k?#jtTnW(h0y8Z
zRqg$Bk8ani;B0?%UejC|f?UgTcqF3RdI7$<_w`M;Xk8N?`lDPeD$0sfmqeKb0VcwX
zKBols?3}J&dfN%{a~vRgdGvmfoWA<--)3fyi)5W&2Ey#iqzR^Qa!OElLPaoVAG^nU
z<er?L>BVtF9uZjBw70hd<*ITMjX-L%+3v^Dp`m)~6LDVNH?6bd13)3aq{&jv^}Ix_
z50l)Z_iXI5`<_$=7lr9w1w8I$#v;d&9Fh&4I<JI~a`&8}+@HtfIx!leOat@>j#ta`
z`MS{2Ru$WCp7R0+q6hVBK}xZlw=jKXhnP|ktq#6a@ANLmiL<`fM;xs*=q<S4R%2|4
z7;0Wx5T5&^C~3AbGt@aJr=*-;8p&#|M23VEy4}VxOs%+!JZP%;2+c4kMy)+LFIsVj
zS`@IKT;@HnMokjTnqINLja$WLJcOT;K2?NLK|il7=Z(X~SC|(Hj)`5Ik+{}0;gwIL
zdc_)3W|U3i4WCUxtLx@BGFO;58OYU$3wuU<q5n-H^4WwvI4-TL&I7ls@zA7C=h4gT
zc1oM^Vs+^?!i5aEA~bjrHt1t$f@CzO`xaXJl{Xa3e&oZ|{7~|@h{=4tRlOyn5Ttf|
z9Sj({RCq{kO9s4-0_5HT<n~Wpv>yq&qEkMlxS9p$haQj-j^kUQnjkI?ok6V{vPH#N
z(iNT4vFlK?y5-YTbgqwmKSoqXmlTb^w7)2_n=$^5!E-<#Y@BU=U&R>Y?@CH4VtQ`p
z?jZloQI@rUI)9Mad8GNiD1#e_kWhYLtTe!u(#jP?nkH5g4bL?eHP{z+i@;z@4BSlp
z-PL51ZR|ox97D|PNP}B9`6boV6}>OiXS3Z?RE!Y?$1cXBOGC4w;76}B+=k8GX!>7D
zt`hFu>K802=Pqm9VJ#1VmuwN^o#>_|g2~5<sy~0ObaeKYt9C1LdZ8NK>=q|orlCBE
z&LwJ0CfOV{spI<#w(Sun9t;k|WpkW_b!5+2YSOTpk@dqIi`afysw_gSq^2xG-{@RO
zWpEI^NE5CXtSvQEbs)n9lngO3)c_^;tS2tdEY>yG`pU|Vt|=d{<_MsRcuZNNH|2CI
z$>oxR{sw`Rnw_dN_xYmR?t+nGxA)e`N^^a`*+!(Y&4V4&Ms#*e**!bIF{dedm+NCj
zDE&LDVa^-v_27ak1R<$q8^@U5ZzyWaGU&vZYJrDJG++gCgM02nCs`jV@^cLk$=O_A
z9~zRJ#_0b0^=i5#ktAV;c_VfMHg!?Ox7H(82{rb?Vn94GsASgG)KnH0CI*O-K<n-|
zI!qdk4v<px&zmNFCDI=mea{^doU+XO0%n49{^dCWa3lvTtqBP);2lX*Bimq*o+iPo
zd(=td4@e^Bk#e`)(2mD?+FKA4zbYHJZkiJ+M}1cLc**r(N)h~-^{4!7^i$@?f?dF)
zSnUyhDNNkH*%lPN(Cg^z9BW_1tA{C5OK)>7A|Z8jE79!PH|b3Tcmv_xU1kDhNY9&c
z&89M9QpX{In<1ZIQ>4z3^tK?_Hj7?KkKin;nLQ*O$u6Cym}kX2&l!W4>h4htkLP`>
zA6QkSpCsTN(+e45HrLe^h=fC!tG)4x&Y8T{i!)1$WF#I5xn4fn3t4wB_DQ22pp1?W
z<(VMmvI*-!nIP~I5X}m-EJ=La=E(g<wNU<u@4x<0-j7iTzKWKq(R~y3WpiuH!98-^
z&D3$s)s%$9gn?~C<(=tP$xOYFs9wO$5zgPidtTYQ*rBAz3EgPIz=6t}CQLC45>wBN
zWJE7&a>`U4quuF1Ld&Es`W0HscMWL|cIxXG)RQHvHjeFT>K((hVc%1P3Reg@vR8Zq
zg0J@2<NOU+XmD@%tjbL!*vc{REeH#@faF=D>xbqX3v|eSt7pbGHnT7(yUQY232T`u
z?otj$xY6}Rx`1f%ELF*`@4ukV&$A}PeR(aC{A<AFzV~@_P9z6jv7g+`DA&t`m(j;+
zr@2{Oz#;8tOhEn)>J&4!>UC0TB6Fupz^{}QNR)7Z;n=t}DgJ(U{^X@onAMX0aCbMy
z%2HTd0`??^$w}i3^>cdqWJg4th<{D=hIq}5#O)hi95V8za&$Hh$}Nt_4BPOpG774l
z;Hwe!u@WxWpPW5K5HBN&!f;8~nA7L=sq;{hKdIEeSG78o^${K!d{kEtOSp<b!Y1q-
zZmRo={DtlYir&XB?pu+|ya4}ochf9Nd_2(p<R4odWQ(BngG@yoZ{V~gnw#&p47twr
zzg*VU-GCy&0)*wQtuOEnc_^XcZyhC>$FX-?27Jh%dTd5h@&!X;Zp4Dmac(PGZQN@|
zP2W*7`tR+zRUm98xP806SV&2V<NI#WViJAn%T=z?rc+p6QdDegV3L0J!r6Y6Bb2V0
zIA4}kl^aZH7c5pL6B=hYr<PN2w^by!(1EpjtNd9AJL-m~BZuH`{>9%fSHWL@2|hr2
zAhmyzft`|vWZ|NoDY~JfTrpn4a+;ZtAW_gX+!tdEXN<GExH$7-MZ(CZqChJoP-YQ|
zJxh|OQ$j9^SelpTR%qU;mp;ayzO;uz@O6^g&WHXJzJ^&`nyZ~#Qf1%2p>&GWchg!%
zkBLh9@ki$loWbB2`l_tv@44vflG>{lXg;6Ldunl##fwiWv`G#lfA9xl^dd7jM5dfb
z<+N~24vYiaUgL0D^a4aUc9ESh{~j-8Ttf6($7}vZFxfOtF+sskJgmlNmHEZz>hbX!
zEUz2wMl`&xmHz;InvpWWzT3&_sj1))(;q?-GIXqrIuo?HA|zvw&_yDJyc2MIL|<n9
zAjHdLM-;LC^yj~%CYt-6P5X>h;Jvc`V=CZ9s@=gxLq=A%($>G=XS4`F$c$(6#hK?@
zE!9_8zj%RBzNF?gw@a#ll@;<wsXuZJk!y>?LgWz@u|p|sis9=xN7}(ld2LZ3bb#ic
z)Y<ZIxyfkxnXm>a_=U+HkRawHEEo)wZ&9ez_PVZ^T?~{%7$l;k^(qXv2^FfIg_CMp
zo@cWOa(_&Ogp9?=Xui-<O9=eXD;br{m5us~=ONsemk<h-%rmiVw;oC7Q}4Xn_~ZwD
zYf=z89^9z8a3ns%S#h@q6zeLIsN8OM5=L=-KfP}(Dhdk^YZiYRmWXqQ@qFr&Nh;Jg
zqj)^)!5}zQ&gr?CIVtMr`gNgSvH>a5yI*B~jD<>b{v;f0R}-N|IW8JCO7-$^xm&L3
zxs%5-63k?ueu7q|8q306vJ)rQ;h3W$7q*e!GNBmd+ScxE+f`=YrqKP9Jl+9SP{L;m
z2JxVN&~@qR{3%b3Byo};i?NqUcHbbSM!i>3>0Ztjrs!sKl~}x{t_~GvgZ(G>ybVEx
zaAYIZSQd4oU!Z4v>I|ox2?C-cA$o8grBW}ar@Abl(8W#PmigVjuAOi0Z}v3HAc@T;
zkmLzdaI!pU6`YqUh5Q@S4}?##hpX(@`Rs#0%z)YQ8ivg_H?uJ4uBxynes1^5p3@|G
z?2Y^RQ%vZ`3-Qz5buMosL$49Axp!8TFEDB+n(`N4q)V6mBV63xw3ct)Vh3?3wCm&a
z4I__{65(A%hrg86tFED8drv7@-bsluTA8+W7+2~FjU2Q@lwaj#AB@y5vDBWgk(U;Y
zcv+Z&9Sj9&D2i$&x!K97iDI?!UPweNG9srYrsts}^*?$rVw$_)!I(ddqcbT7^w2GM
zEbo=)gP)K|Br?{+AW?Ac7rq^T-K;3nXuz_2UCDTn#EkRH%ov@fRAPH#=C1gK$8Lr}
zDeNhcoTzbjA=Domrmo=OJ2_j9@|j<h_ss-Rk-z^c1!YD-uCY|g7RM|jBR6}ZZ2EOo
z6b45w%dOeDRf^vi{QYWL7S?G4Rz~i+qxquD?}&kF`tp`>Y&6ElwsazA_wILR<3t*)
z*>o_$W*bICsy4d^Y<Bc|xwHok1G;{Eb${KcZknz2NqB$J=p`lPN1OU#5U0yp9}Q*A
zgH~CrAo)a~qS1SsuP}<x;5A_vTn$6#Vh_XFS3FybU3>9El<z1gb`oog#p!6FYD#b1
z64r)bF3Y^lfp{6sr$$Ia!iQ_{*`jcnIWQk1V!MSw;^&-U#FQ}ka$qjBX|8FB$_$K#
z8+IN-Mhw{%x~6pnVfnIhy>mrTT-2M@zxT3Fi}8Y|@>nf0I&r?A>%Oh>G>I%|y4|$p
zH=JmnK^X`l${s#R_l-nP$P!{7W5ztKUg`g_fTYf-=>Z-hp}=_qt=(?kI6bMEu%VgQ
z@Ru!ER?lX|%K_zgvlIyAe^IG4IdVQ8ntAr89X&BUe=xg2U*j~M(@>q8Mx_l~+lEOz
zBebkQe`cM2gp)PeH{g=Fx9d?79ZWvN6aX!1E3fMi$TE7|9&KQAC1{xk)K8QJ2eebf
z62^r~kzoW-U<8nfvoVe1iK})RokiIo4?QUyN$Nx@#*?ttY)Du;MP5v8b_z;xI5GKX
z2WcwToo(5*lV!ieH9$w*GEw|+adDxxf`REA>KK|;&86ba0Mfm09&hss3XqQ(5LA~p
zp2^1(3^D_yiYBIKS3QZSiem6KE9q#2`<{dYi4;HM&*lih!m>9s=1-av{x>V;tt2YR
zCZHuX`dLsA)40$twmS(^2^%!Pk-ecNFrJwGtNQ8G<o)X81z1LW;o;jBQZT`n37_g)
z-i;h8P?oBxkq{Fj^hA&dI1TLR$WBU{tFzib_qTV`P=7M5b#K_M$b27nFc|M|R1!L>
zfSOVMt#yq~Z=zJqDfq)7rMub&;uX8&iRK|~(LwLHX-aU;xh&-ND+<K$q{J)Oe533Z
zRhEA25Q2t#Kw^&|v*$ZLAS%XOrbftY=+}()8j^=|%1vxG7)gCaTbdaf9`Mx^#~g>%
z(5pkhCgG_sWTzV^YeBG9)`C#ZUS4*h5U1ddgFa+;YjmG>RO>x1cLks^TCA+Jy4`Bj
zyFLqa^q#Ud0IK?xzBk^6l>@f_3TvhD`G$lKM{?t)oN@Ge+t^mud-SZ(O1}Q;a`K^h
zL2G^Ig@P%wZCX(uLeDQ>bngS-Q9jpv=t(4DW_I%Fn(KUb{|z2-=9E6F&8=M8@hAHd
zHMxN0*iL2eI-&-xcA;STn}e45{3~sER<{7YTPFPrM^o}fZw!1I%KNWep01}`TSU|)
zZ2DXJ-`?!XObqslUnNMdFiI{vHRngxcO39y#rWRmDqxR{Hw&d8C8AjQaG_Z6RsZ^C
z3!U6FVv~n*N^`l*Sn$b2=)m+YLK^J}M`qe|a{jv(ntEq*Xk=nWVfE|OeVplri6PFX
z%NHeHAG#;45dEEec|_72+=#>s>&+eqA)#IiPf!2C4<le550V<#Aari8m%<`ekLSkx
z^z`JK>2$od#Zes3zK1Zsj}(xuAI4P32!py#wK7PF{eDGS+ot7}m3aaYTy<^1TO9Qx
zAf{txW`>r!M_xki>|77>8e)rUH2yNK51>#+d>AP&YLr*-o9eqSM#>c&8FfszKXhbh
z=lAe`HSBmq*db9})wC+u!ZJ~nl5qII_@FXB%i|%@&uq0Shvt*&5JFn_rtjiwLfms-
zj%yY!6r8#Rfe3WUgtthpriAQ?)#c=>Ag?!}p1)^zLcUu?0+^KE&`DiN&nhTTd?PPa
zkb0TUcr%JKJy+s;dgFAuY8HVioI8?2Dv@?0sWA~9`6F4+8>SZ`?vAmf{DU2#<=JnS
zhsweGd8JZKfhlzCo7qqwdaXtq501mk`Yb)ThffE?9kwYy&QPfv-NcFztMM2wyoKzS
zAvBLy-YGm(3>)q@n4IEdbGn}eefll<GL=7ThFNr-?`>yjXn3?z;}KC(RTEyC9a40}
zUxk<x-*mgZi(b@2YR=-^cc-J<V;W&(qXfJE<3h=RZ|8oynQe39k4@F|G$ZVVolO(J
z{flX_CK=pkFSpIR*~~GER4@UJmXlsubNb#8;v6q`!O;W}3ZJq<rYleKswMTvKk=Sg
zxCioA6N6`mU!U-SI2lM6Pbw^Qez`e*+sID&iO(nDsJQr)k&*P9Ryv(WO7~Pz1ijJF
zlhsW#@rjrsjn-ZRTHY?rIT|S?Aqk1&-WczN!*9#AUO>1glC$`PwfvJv+{B@AnIUw!
z$s@=yO&KerUnnwt&$RzDHw{vkLpGd8&q{Ok!qN~CGjn8eItEM&y>4--2LGCPHXdXz
zr=Di)+AsM|;q87st{c1E#)QfI<U{YAC=9XX0<_1*(WG_v1s9I(AdiMNM%AP^g1yUv
zHb$Gi8D5>O8uSoG&HOxxkidX&iZ51|A4hBhVy}YPHnpHWl#G-!ZVf{C7S+lqAdiGu
zu?qE?q`q&kbLcHF3uh-H*Z$j?U`3Rwho?8x>1ch_CvLGH*H(o10LK`EzA!<fKpc1P
zvg(-`A$wnP=uk=!?Q}Q5SOV{Qwc5cIR_-<my8hx)2X&#K<(T1Q=sKzzy>+2y`Ok}%
zkLD*mtfRxFmBqy}yMOZb{+Mn_Jrxz?EB@$b(S6t*t=!6ugg#y22nnsIsoBOVD>L^{
z>^^|p{R8c;8&G_M*w$zs)swU!T@K%X1B<4xh@3J>a~7V;C?m6dIIAV|xk(>W<B;|g
zgC>AlxYVi6&(Db@KR-c|{*=_qLre9Nq#Vv9QcKUm_=lk<HN*YS*|rf%H!ay`2Fg{F
zc3o=hw7DcSAJ3B2(1?W8@9S6BhkMH?i-Hq-Wu-;$-?Ku>@P8hSl^a=UZXm?d?(UID
z$7K3_esRI+t}NyiQ(NnZO5KWnqJ<|m==?qwDHcA=A*6V+GGqmj-}7!Bg0uiVZU$j}
z`s}{TK&`<xucG~KFI8;<83Fq&wIrL!;TVH4A3pYE;LgSU{vtjgM4vaC#-Gg$M<VL`
zI;Ri4ya%WB^Ru;NWkz)R&^2aVGPiwi;Q4lT01n>r*c{Qwk6_!ObJEFxXsz042+V=@
zB21FV>r^U%aL&ps5mP@?OxiNA7-dY-pgS)s>d_OWiXx+t;>dJX8gs+=Lqz{d!)4vw
zW8NbBsY=iq1#@s4t#1TnZ62TLC^f>~)|Zp99`_@8!WZfy+}N$7kGJ!c9v@}g5^xP^
z;2lNyFq_<*jc<-f`O~&6?=;HVq(ml_7lpCv_S_XMC%Mc)wSTzA(k-`&l2hiX?u|=4
zE)fKp_yBSyiGz{$1Xz(9?A9P00yb9K*x1xC-N$0!<Dd3p9Q?wlAsr{9p;@iB;bbnK
z+k;L=mhcUP-am&b?oYleUdT|aU@u}I=69i}jm0vmj(rl9p7mR2wFCo#cr{xG>wvVJ
z7%9E)fzY@?F?l9*R3gr51|ZF7s?`lp7MWkbHYP_QX-TK63%FC|G*gp#rKvqo6hKm2
zU3z(vm5P)RA%zr2S<c%qs4J+=b}n!B-kw5w1hi_&xpwzR%FC-a7>L<&InZ5L#m5WB
zX4;GL^2%yz>RMX5nvlDOi0=9G9`1hA<j~8v16uUF87%3Amm@)DYfDS&Vw6>|vwUP-
zkrOH9Kv?RxR@+aT63487k^Wf3Ni1{mFoxx?BVI30#O+sRBsm+ZZ911;k_TO*n<)Dq
zi(6kf>7L5bP3hiJw&CE3b}9`|I^HUW&<K6~9yaBVHD#htcRx?3uu<44m7fQtIq+-|
z^rLo>y7!naF4LTz#<CfsU2Ymo-&`def8l*`*v4qIw_tsb-&&bPDrNHLW?(GAGmC;&
zNBT9sqnT2`8D(BYt1!qbi#+^;H~|AWL3|;;iZNcBns;Z{92z4tW80zyh606b)X`k6
z1yA`3?1SC%E~<sfVjqfRRsn~upvQ;gYaROILC@T;<>8eNb*SM!-5ke-f@7~5wdV6c
zu%3{ha3sUu-ycZ$ySlo<qEhjEr3Iqi{r&rZ-&lj=b%k7vY;1S;!u_Dq!cJO3c%<LA
zmx_&Sr}g89Tkaf@XOVw1Up|)mM2u=Wg`97VA%D@lkn}N;aDsFxvCgYjz8_v`wy77)
zHm|9E{Za>F$3=SjAO&Sn_a2=_KTm8Cu`pB$W<P+pRoh?hP-(TWGi=-)CoP`JWsE(E
zq#JCnK40BWwXm!r8-4w~_`B3f+sy3Io9Qg!Zh7#_DZEJl01BX|rk(-_wu-DQzN>9?
z5-C(JldVZGolhSXP22faKZcbR3Ou|O4GoNMfqhFnzREi-7B5}}36s>(MpoEgR8-Ue
zLqujlcfFWVcukho*qogml5Xi&hvIK}E?Dy`x#+y?8kN7hKcxI8%Ykr<2Gf=(kwBCs
z{(uyuMI9pp0~OVimv%+jZJ6BNk0`isQf_62XxphQ4)6JN48g@d48rqwhMQ1URr$l}
za*h4D?t@#mCm5<1n*)VaBsFPi$udz?T5audrKilx=QLA5D0WSgA!fH?BB^}A>q?hc
zDSzz2I0TLa3l+PViZqocl4z#-A_`iag4xNb#?oWcxvOk~bkMBzOMBJy(l*lg9w$%J
zEX3`bAHJ^eY1#Sr)Xa$!IGi#6svL2gGWQ?2uE$}$!yk}8vbz8=;hRRI-zA>GKggt$
z+Sjj%-1CA5{^Qzw-2HK9XJaOlN4Y3et_Vm*U`3jiCrD^Wa6!AE=PERX{#%I@d-;iT
zK<zIDCys*sFaD@5RS=rcy;(U^62n7Qw2*wHkrTh^-`d-HPX4`0#V6bZNzH0U$L7b_
z*ahNF>1=kj$5cwy;x@LmcE1ck0<-D%KxB1D=$!`BcZS|J%RhyE!a^TEQmUyHu-YkF
zEW7Rjeo!I}Ze$1_lEL^u{0+U4s;U}I5;K6C|18`jp0NJ8+9Eaw*mD5Ul8({js|<0#
zxbr#O{h;FaLrOHQh?LtV(vNIBzdqIuGU0=73i}_WapLTDQ~Dd(*oul?ahJvwGHlFY
zQrVp>@9a%B{%H8ON#r~Wep*x=JQEsK%z6lC=n0MgwU)2lf>_bJ;6czfy5a$OE&tlh
zUf7MV7MN!?a{#~htS<6<Liz>M!_SIh`3Iwd9hM#>5{D0oiX4T8*^(1y@^I&z{FZ@M
ztLKlgd=0#m16?6Yf2*}b=u>_GLVQ?vt$LTaZc%Ony}FBfZiJ~b5oqB)3WTTyPfps8
z&2=>RVW%f<>Rg*1!_60}q1_%&7wbkxM-f_}1^M}ZtJR%=UJIazoB)WYH;eD84`5Zx
zOG|*^a6ZH}ltJ60<}(g^G96m5J1TJZ5%QbXiHVLSov1k<x1@+Auf-dc-SLo6|9DRS
zxCEGi(RCEYqfti7>iUDqJh3v3;I7nJjG+}<qxXAV-%XKvBKUGkKz4=e=EHRf$dLmo
z(dRiVOXR*qj8~C}8@F%X(`Yucpna*<d43Q$IkCLl9Zlu-I*%b<(bQbe%5pwqY}d{(
zSsVFX;)pg|cS=2c*L#>A(sKf%WC;-SRfY{on8IE`^TJ;UC2ZsFJpKB(_%Q^fQ|>&I
z8e6}!Tqobk%b~luHHC$VZ`=yoP`_F&VqToExl%b-{QN@vC+j<*Lr10rxzPNR#l?-P
z<QMHxO$+G=NWo1D!fwnkkiLeDYGx)JOqA!5&oFUWb#JuxdWu+W*24T<+Gg&v7Gf)$
zL_b{G`ToL0+i%?JKZaXAxlj`n=xh_K4!Id*A<6J3MivI~aVer>3jB5_=sm-O1D>C-
zS&UIArKlqJ6v}o41A2Y7C<?|1EywqtStVSn$ZvI92FPpwEP8Jr&d8!I8861%92fCM
zLbwvbLP7C(EzQn;ZAr;uy9eMtu$`uFWJIvsxzIT*HPaky#{pcH%Ia$K`hxtQzI3%;
zYF->%1PojscJG)+X?}6HST4Jg?y|~Z|0<BkXwfe+a#lVIHL}r~kVS))%1?Di@-BmM
zDbVrq9pHwO<aa`h2;;R>I4$cNs_AlphVLo0E@bm*$d5gLF3G;A(}og%9sdM>FLcJr
z`}&ROsy?MMtR!}4b5P7~<&@&}NC*X=RbEB*WuE)C^Q1tD^XtfroMPN3HfP9CkxCVl
zQLl-CwS4ZjKf)@m;y0gSi+NIdw7(q)?|V`b%(bubT4q&hPb)5LIf)B#cPd6tgp&}b
zijyr;VG-5ezK4|AtD3Jp7s10-cCTx8y&W0qn$w2rm9cqYM)r?B=o?QQq>mEHV11};
zh~2t?-=cTuAuSeJ!eQ>v@HX;^T6_7+^OUmWGl{Y;<~wke5!m!rtnTBF9`zg*;S@cb
z_GJdA27XCfsFW-8+=);JL)<dbAGt#+%I=?VbDv7i1p)1H<X4s?9TFB+Ga#A7%>l^!
zc#aU}%E0`5gA6C513n}44XI9RBG&fXSg5~5H7gBg!vXCwpOTuR(QbWntfpP<+TBjn
zdCeC-2zL9=enE-%^Yg<HpP;9mQfFB-K7^^lHlrTjB~T)iBb4yqO!MUpgn<pU**Q4)
zG;T8eVU68%I7PvX1RA+LLSOlg8yd-+<9^@j`SNd^F1H!AO#0(DiZ~0yynjVEKV~%k
zL9e5?XH|I0bzll(!ERi06B#{&&eR95Y_&np#L^Ov_=L-}@ayVdY5bF_jn0u^1a{({
zCa=59>8GQ~E+I2<`MHDb`0LG&D<XpdHAJwN0938n;^tNb-z0UYZxZn(s~GWH7Fgi4
zd$cpT#>rfYb$I=YI6LPD&+2S7$){G=z7^?UqP5ru!1jPQT9}vT0MJlCo(iBAK@3ez
zS$Rz-_&OclJ>lh`d%zvt6x|OU2Qt9CEz*vZClKP8f0;dD{1<GULCe$rlfI!xll%6<
z%kxW<)8o<N?pKF>(T7>Mi`kS_QY+I<x;ok|jVn%OEd^c@!wNRUBOVkYxXW$Ykk78l
z&Su5E!a<$79^?KYITS5JNep38=c?mIv@rxtRD{@D@&<VTBWb!|HB+lf>PIoUH_N#W
za6FwtJJc$s+{-2@Y0LJDMK?E}Ce?S%Z&n<)AHq!oBu8iJjjSi-6jj-#djc~2w<kW2
zv#S&2-a=hg`VF~<%aNt1ZT($CM0UNI-DlJ`&1jFTCuVZM)VI_*uX-|ad(UmIwI~cQ
z%m7UD57YvfGFR8nkGBB$0?@M>?^2%}{H*Nm<Tw#fxFGBu(Qx&95FKlH+NM&%AGDlT
z$l=P~)}5@#eZj<Ovq3^4;x6J<EPdscz)=W)!r=FvQTiw;;PUpkR|=;ywr%BZS5c0L
zS~&S!30t;uyx#m$pGaV2zMmot#pCAb{rDQ$A0~E`u-TR}wrmViFRdRsP!tmzw{R<%
z-#S6i;XWX8>}2{CCvuMZn+_2LT8nJ*xq1t4RS6y~azCqT=`BR(%DZ^i8}3o2hi^?u
z0&VS&pQMH2v=et~xnGZ0<bHJAtzxnuloks@K<r&am42`^rr7_^-5`?a$A{n>FhMGr
zCYylf(Jc|pVlD*9PB1OAV<mTB6#kV+0Jz7-9{rl3*a@=DKLU-RE?aHoNNUw)oKsOO
zzJHrH_Sp>lKBDsDEB;h;GZ}&?GCNi145sA_qGB4}<HNOCb{ZQLhIcc%^)1<coWD}`
zX?!)S&B9uG)|kddoyE#fM~Cio<TFm)p2jys+rL(wK7K>K7dh}bEdE!n2ormZ+U}99
zT<-#UZA09yw-jTQ$X@3y0}!)YrlHE<`wAo5d|DWsDR{ymARwxdre>`<0xxoU*-{Qd
zYlK$Sa+TN2c>N?uC0UV44L_5n1ry$AHHS%#MlnTW9v`q30Hzz=MRsL#SmI3~O*)%j
zBz(m(7IaJpd`~x~gy<fuC?TScqM|u1@y(pPC2b3%#EkvX9~HZo!O?;Mo5JFU*I#SL
z9vG&b#+c>XGZP=)law;ZHz;cm6H?^=omkGqU37^UuUN_!)|OrtKA?|@(x7KH)=?_A
zgYG^H`cMUHe2c@9W%PQ^`Cy@g?U<;+VEQNO2=8VQ;RG43vsd*RcUr8sBK$jaAtD5X
zH)>#oLbn7`v0jVQ5mT!9MmBMUu)kC2`d(Uowpn$+s1o*iA-hiT=2fUnV&8C8W!3JG
zmT?|cjrz~qtP-T|MJ$m|x&_1)%Nw(mojzw31n$496eVC7P?PaHtxWZu53W>t2;X|W
z)xubMVpUbPJRaU28enWSYJ-30f_oXXj#fJLlWD0Vm%bnVLFq}3YC3_S(e|%&_4M9J
zOMv}hMgHoT+flX?YwzBlKfg2K@pZ1k&E5X17KpA>E(HA&c}-25P08xl^(gq2CT8d3
zxkfjwzTin3<M9@#MqXcYuJji78iT;dw5-~!@4E~|SxxX=Qc~z&O=#@eEuUoU`tyo&
zB>d)vxBYe-8`3y%RTLFPr-BzC6&^A&$BY=bY<9wQUfZo)y6URVORfwR4mq_4@md$B
zqz$vjmk7p%9jrs2RO|UqY(l#(f>zd$R2i*<46PI$6HfRzUCpj_6;Apwx+9pPzw7Ml
zSQseCDhl4n`(WrGNfUymRSH9nU^;x+Eqr}CZdLevbTu^3ZJXX2!Hw)NZFY!?z&v|j
zl~0{?+^oAF^Ovyqgv0%Ui`<_{G8(1<dTMLPdsNm_q#}E5Z|!F%E&{q;wB1!B?~fWc
zgt-0r(N^5Yls7*R5OC1j@r5;5-ur%tRA%$;Ega31;dF&RT+#b1#{AfNw0`s!)njhy
z5us&}x~!{1*VIt;;gU2@qm%&czenVuHif5XuOJYSYI6;Y(k2us&G*Ali2s5M7xm3Y
z8$k!hc4>0u-J1`~kKJ%6ZSCalkz!jUb>ES2LX{ifAK_w-=AFbxxi&Z-!cNA;>V>S%
zaXe%&pko-{IggG%iNBo}B)dhgZ(fbUr=qI;^yzL($;ta(;(rzFm7Q>aSF)t)V5Pw=
z)#Hq<j}x>og++FS7ve7<K+@<c=K6<g2h%NHZjU7KOv6$}wIEEHs%}o>;Jap)@W{9l
zi@&8^aF<Oe=N4kqpullc!vHZy)+x^?)P$_xze{FHyPJ;jDnCy_fr=QDol>Bw!DHj;
zoOQ_>(~EQ$mW)BhX{jM~!z#a%u+$;qF0+B&^hafWnf;S;xYVIk?^kXMy`1M731#MR
z+6!V5Wm!1L$UmOAB8ryFq5kzOU=Z)V-vniKmE1YAB1XSo{<yM(6tRucCPD9^o@a&>
zSI;L$avK;Hj7{NLxGLRX+0r8{n$GRfSpO#~Gd%e~8lJ2WF_W<Kj_y77Fa*TY=2IJ2
zF5|owJ$->>TK3?;NjDu?h}_=%cd)A#2_Y~fXM0@weAhkZHZX#9Dbfj5%**5r@9Og-
znf+_jCzeGFaIwu!=lJ!IcMxYZoqHL+vsm!(HPw}L8(THnIx15hYdb5y)ZFaKPKIgI
z@(K{er1S)~{Rb2B3cQHx9uz_y(Xf5qFut|d?;|by{rhOc|B|&@g^oQU=_3S$v0EQZ
zlnq8&>i9TUAOf{ki);F&c-_9_2`sAl`7*LQ8v*Ag<;Y*OnbvnR*_ndg5pW6TATua^
zP^r&&FIlRBl8Q{*og5U|-AA3HZoyJ~z4*JT?CjsozbYhz6pVXMcRu{P^B)Xy3W`dH
zU*GgVyU0$y<V^KunE+=wa2%Sl=5O@Bpasg;sqrR5OhJuB;}7GNuQuB_rZ^t%NM!2`
zx&dRyls_}JFUgjU0S-8SL!$`3Due%5%0G%-?Y$Bb6JuXgt(V_GKr|wOr!0fdNyqnS
zS*rzK>`8lLym@(lutI9R3+`x-1)8V^CSAxymC-0bx2ML&{-{2V!s?M02&2!a?EzPY
zNc$p9$TRyP(sFR9@B1(Fe0{d*{{CR&NN9|de6It`_skp+5E{S^fMZIcuV}Qc!bvGr
zSmqWNku6FD``+c{<@azokC81x5pZ$6jCTgctt!<Lhbg9vFlv8>@Ro!G&u#YOW@@R)
z$!fAET&qpim#EG_3f{5{giXvDrzO=LJI;|w3n^b6S2s$*!uS<j_!s%<PQD*OH{bWC
zQV`$SgO*<kF0-bUiQS^?<x<MwQCwt&S5VyGa%p%l(AJONtN>QUit`g%8{&5>4IqCw
z@7DTp$RsDLC@4(xe;gwU!ziliN`{2U)cLPCdJtPtP>#QM)CG(HRP61;1IW%o5=S$#
zu8^rcJ3Cu$azy#^<+Hu7h}xHwEVR2!kUJ?VdQqie1iqGK>*3(lN7tTWg0O!BuEt|F
zS>04kxU{GolBue@BfcAdXgDZ=_IR!*+msm2;VLSs`qXrLtc(N!p$Y>m)!2ur6jq<)
zCx<%I$8Sgza7ftLrR4=}db<%97a@*y;hCZk@%UU^?K3@pohQ27ZnJ|&<b2;iNYi8r
zLS!lw<q;=2*%~h>QcG$;Pn~!Y-pzBnUL_?*|4ysf2!KEAj|X)w`_C+$k@oGvP9ucb
z%q@I93ItTdO1oaBQ3J8d%Zs2|Y|{4-JfZJQAtAg!6wdNbo{VZVeFcpy;r%}=Gjv%H
zQBdoSWOl9A4y6UL_ZBoM2yYiQzR6X6B`gRCHY)He5XN8bvM9;O+%HL5H?Nj~X(|G}
z4g%s*8(|{5gFr|~O@T4l;cyo53cv1Hg8`gH`|m7m9Cevy4@@iV+#1hIb9i_MAErjs
zfNF61zm^K|mm^NAVk7w7$G78p!h$$vMWoS34?kIrA=Wb9{(H1=pPMn6jHa1Cfor4~
zJDG31z2N^@|L+Jn$3B^}n5FC856^CriZgWy%cKwx*r@;h$q=H5tr1F@eS3<WFIAOd
zO3%v0mA=POgA4&7@!{V^u>(UwY_A#&kJ%E@4?@4DfOSTs?;qhIp5Fa?@ytzc%IvP(
z+#)&gVQ~i_oFe=eivi*c0pefjeG)dA9|aKYn{V$SAS^%|1@HOkzjIUncdqoH04li0
z6XCx<!6(z>zfyvL;CXxtE&x8>H~$qn`0W_>fA-k;OKvEmDO*45Z#BITKd+Dfjc=er
zg~NXmeKd6%Fp-y+&+I8Qz{InKRCyonWx<2~zY`0;RtDe8@vPO?*8?srAk1vsM(@`I
z6w<d<o{VEQjViLEm;T>93SsBF^vGk9llOOb>$KZ_TrPJ2l5`&sJqwrZ9UKgFbbu@z
z3$Gm25QB)<fG;ypf>x>2?+-zt3<(K2ST<6sN&ep(dAssTz**V@$vP@BvOYdNfd1Tz
z4G*VgWknAT1n^iC5Y7xoOy()2(1TT=4A(Yy?AHS9S8vA^V3BCFTJgwzA~h)y^s*Hj
zFKdJUH4#uq-;}>+jso;HfL7v1ubrGkU`RY2g5w7U1~@o5U7Vdq(m6wCnmwOYB_!Yt
zswygM?Ctdp48ntgcn)XFwN}fuxQV_4)~b$y!S&0tTlK~MWC58kSfofx(|CP(&dbfk
z;c{1&kr^*hqKT^lPYJ*?LX<KiU0wWYYHC+CfTWv{kWjA#g#v8>Linp7FD~;fAY;a9
zFR)C~{#S!z?gx&0$Z5^ExIE$PmgqF<_1+8tK|#VgI{2o(0JSaoi^b;QYCjT}yRo4m
zD<kTFjGEdYjzCx@(;lQ?HNFAxQ#Pj)b#89%rBXeh+jsMHcdln{Ld(dQMrQycx_5X8
z#MAKGeRKP~-@F?m0dum!;o*2-zGL(N_7*HvVzOA{J%otXxL%u92L}fBj-;`VBYJpv
zoDa{qkT!#H=%2UX{b^rxtq0o!P}cu|mjW%ju>0xeco86T|3sbL+}vDU@dt|~e)G6H
zd$Wzs>B_*A4iL{#FGPT744}Zm+@L9CascoP|HL+!FO&HK82W%Wkq`*S1R~&Sf<;+b
z*$!YHdwT<)1xGTtBbj*3z*gS~KN!)>(y<E1;{|^t;R-A^dom`bTChz4Vo~_eTSDK#
z0O!B1f){qNY2;$C91m|U{8W5i+{c?UG;3bdg&-eH4Yj{ubA6yNbrp%hNWspI=`lPw
z2vU!E9`MP?jQ1z<_6h)~xVN`A$FH%`)y9T)z;_tWXf$0Q6+k_;xnp%Y1F|4xF+k+N
zYNeTXzdx2#NnRchK`W}N5YXu$k69TRQSv|n$>ikZxF<-Tttf!Og*P$T4@M>x6cQrj
zME?9aGe4h6w+jlyorvTI1_#@jCiKU00>44J+*qR}2Z;UazuupqX5N88W?iTKAS9+h
z(l3YM^0atwx#Z+iGB;Z>lZ>7prPTMq>Myyg!T>_4_yvH@g<0{2wJj|pT0zd|Z}kSi
z%Uh9=0fSZY($W&A>s3&AxX0BVA}S6b9|QSa0caPOd(esk{Qa+w=H+;JAjna3HOB(-
z^YiyUo0ynzaBu*Gwvd}(FQ3V$PZ5A13}hHMyk6Xadav;)2%e4f^*ICdD%evg-4r~N
zlao2LXDwWUM|^n<6lX^XquIHzXP7_-Azh+WGUNPTwbXwb7#?PxQ21p@Wp4O8Emeu<
zyNpou#`=qI60D3;aY;$ieDRFU>s8Iq&h=a4--&FG)?qWgSaQDAKLM#1_8lOTex=d;
z#b|~qipy#Xxjo<F#{3c-87aljp9`8Ha100f``a-IunCBX{pr7;qP9Apza@@~i<90A
z{qjjP=SkQqQ*eG^0mEo=W=61Sxz+-cl$6v(oyc%(08oK*7?8M~JG(=_CdS9F!!EQM
z{RRmr7|?KV_BJ-W6Np|dp3e_M$@Jyw4L%dX%mj>;y4^4nKhb@ulM9E0v4G12MlX+p
zPldnLF4qDwi;Ew+&j0lHxE4qWt+np7)qbi!@wmDRu4(<1JOH)&{IW;sx~N-e+xZw7
z9PE(7c>B^~oIUb)qV1J^r|L!T`v6lM83jd1SlCqoA|hgRRFt<OP>r6QoxKGWL#76*
z4>%dVzP`BJp5~yV+rNDf9qVa>goO0-_XlJuf@NEf3u5mPEjr)iM6-au@HrTH3Im7D
z9_ld!gnHlSja!cXV)Y&Lb_}9BT5ZEE<t;xj21MH(umS877R%c1uG4zQdwb)zPl72h
zY#U%JM|fD+m;s-bR;xQ`AHlgn4GpYFA;$2Hj(|$6i)A6PadZS%3r4C1q^A_|+G~e!
zq^*=+OU;dxuaKUdY#3N<gW{I{$7rNRO4TtHuuVGF)1@W(-<5pzLh?jBd38FGf_SB;
z)f*f)??V%}L<=Pk`O;%uQ~Okn;Go}0NJ!Ao&>VFX=jO(N4R>=@s^w!A3jt}Nj`D<e
zQ^)gFq-11J#8F?Cs!fo2n==2IwUH6eyR)pOCO5#lZ-8zj``=nJU*mgoFnCwPI~*o+
zPjiG>aK_dkuRu=!J)HS%?_l%rbPqe8l&HQWPo1(`OwI1vkAz?zX`-!W`%8FiJ*UT(
z&|V*G!MhKzkJ8==dd1jc?7o~@6Vd+@N{CwMynqq+rbR+bR5SvEQB+)fsI!xho<24c
z0hxrkDEDVMABZ!nsGzTKk4PW#+!<iu`k&W3z{(9KH_%T2pG){B7Kd|GW<OFKkI~&y
zgB^%xw0OO8sR9`dg`T0k>c_{&(NtzB85u;(e74i%j}Vzv-fB-57a2{rN3gKm{un<S
zr#-2?!kEmk$*z+1Guqt47rO$q@`?;{(4`!Y=gnAa+h))rK1QY^UZv+NQXg<b>EUWU
zCgg5TiZf0qe=KfHZfR}?G7^4B!iINucbWXg#(SWDW30?{cfWTv1+5#?niCnvQ#YpA
zyR}$*YWom!Ij2>?F(Rw~=Yios5_dz*cf-HMImMN>izgmBy;4YVuk4jCMb40R6rty{
zZ3(%9fA5S+Og5`4-sdF5TEk;6Eg0(S*Ecp=E;rWX=KAqP8uME6oiqgeEb|ae{Vj;m
zx|qBK((&#ATs{hlH}Moi(rRmK4Gavx=GEKN)!y^_LsN%p=*F?NZWsuj)Sr~ufU-h9
z2#dMb*Tv<|pM_9k>~s(h1HaY#N_?{Z!+|k=nZ4QM{`DmJZ~bW7jjW6svOJD!>f0Lo
z(j62x7>}pB=*Y;?xj7bY?zR&W4K?Q}F?tI^;bj33WKwUi1)S`ED0MB&8esVbNyU@!
zNJ+n9VTDOPf>CmMdKwfT#vG*J-CKyUo~Y}g&_pXPcX1*%yN{eVj!C<0lM?=&!Xb}4
zX~qYktfe02b4;?DGSP7l4Ko9-m$S<^xNlzPft|}`0BWu>00o|u6cpGGtQfG#B&4KX
zuP@lU{NYx7e0-v!Fts6>Pb@!NUD<M2_)AS?WhZt=Ghkt0&K}BKMN=~c&x-EA69O*Q
z*_n|g21~eNc1DmQyWW3(Pzs#o_{mahX-QtId4-#$<fpuLi1fKFS=F0KyLGPxSsxvI
ze1&NR#_RV3`D28ME8!98ZDX8t6d}f2Ns}Wh<G!z+z|{cwbj@m+jh*3CFc6MUO?63Z
z1tAhzTO(nGDu|2!{{0)SDDh;uDHe$JEH6j9^16UQyL(_j)behlJ2XNs&des|-(y0-
z!C|r5ZUMYJNE|;;=>gur?eSuuA`XkSw|1Fae8*?cz`NzSxwCOz;Kz>{PMH#8o>lJM
zMRk88r|#}=i)iP~z?EwY+de?wz%$6rQIS^WpHjNr7-%l6pW_$Oi(k@y4xUh%U&Tyd
zb3owdu83Q0bNqD1&1tg%nSgq^GYpG>AcXX`*Jk;TPA8zm2g0FG<OoHA^mRb_&N2rv
za`1D1e?OJU0+^1P0_8e>LBVVd9R=TonSXhWOZA8~Rs6lM3JbCf4Fx3J+^@ZnxYuQ)
zgM((t9n&BGjeFjP9qw>0zZC{3DHN&glu&SO9=6U+F&r2_+>G+G8nMi&2HPy4NrAjL
zlPT%65zUNEFV}-9@>~LYd;7Bikj9r)E*u4vzq89jQK|W~5I_fogcikP^uZVgN~pNF
z8Ndl4B&Rc-BFmKpbMa8R!T$b=iV6@+ELEx60q?|b6l)Zoo$N_CXU9TKP0hxJ(O(N3
zE)E^(!#DpX3z_{>ht~r`g?<MZ1Gh`=wgxS!Ydd#Bk|Xzplv*a1e&I0$%8ih?oR!u$
zzd^4<4v(Z<Y+d7ad$=+oqQ}C*vKEdikjls|2iY|&jx!T^VoeT*sAy=y#Q-J#7MSg&
zuX?(=1Ox;=6YNeW{K?}|K+>7lqT1V=XEdD?0hdcWOMt{=_jR6)K`1<mSsyg!hwDS7
zQq^rR1|7{+fL&9rX?|*u|IJq{;OO;CF;c5g>)}P8W6JR8I?_|Sdsfno#l;sQAif=d
z_<ocvk16C~$?xA(fId(3{q5Vgz;BK!<Jkuu_eO)s*7mlYt*x|S+)AavAaKy*<Ko74
zT3cI<m5hgL%w{!P-Ghx_(wVJrcrle1MqaBNjOX`^K7PWQ1OEi0V8usCvww3mh|FQU
z!#UNFJcq-TRZk1|CuVcBej2J@o5p5DOh>}jP~%DWu554X(cxiXe+;zG%_UXqEj2ob
z0e6i(2S@>JdaFW1L)U*SC@kCq)&npA_73}^0ZCV0S{JzCWRYO=!~Q~u{UDg12rI3Z
z356CSVqtcHA%%|aVyi#)@%GfJ<ptxvLeW5wt#f}p-<)oO<Ve=qEnc@V@dAGTTDvbO
z-Oq419iS~prE>&_hCW{HBaZ-2T`iZEfq}u=?jCf!xw*N2$xy>K^<hUxM*uyYc@3Js
zz`o<7o(12(yXFt|_mhK(mxqIc!#^K#oQ)ajzlL2l@G3#;Fk`Q2%2;05z~Odt1Tt%)
zG3LP_e7W-}h`ECZ++V%L^?G|SF_Bs=Athzut$zu^|2^{rlTYuCeUCGtesVvpP#9OI
zGZoUOE?3}n$jQlBSy^FWhCju_VMj8P&TcZMo&WkS6*?q$`E-Ao1k&XUT`Map+EI%Y
z|C_%<jJXs|n>$#9w{r~36FQfGeNY?-<yBRezydK_EL;IkDS?{wzZHLo%vioGscqj~
z^>^fa6XJ|Mr6Ry|uC{r-`hG+Zmyj6uOrTb~0WmA!`23qRLTLM-o@2J#Y*A5B>FVi4
zb147OZr|*Ug#O?38R9!HkQ{06>gwXTqW|ysq}=2RWf5HMBhn{ef;ru8s`+SN5&o4I
zSVq&Wj<bOLnAT*y?h_mgjYL}dwejCP9(?R+!9J%ym!@D6&cnlFZf*{2yXNawKQc(-
z^+6q}LxB<dzX|<+NA?*%k&uvp+2r2j-@jm@{a!9#yrQy_z}U02R9^dk&o<U=>?tMT
z=y(H~5KyvS+uYpT+Y5RZS-n!t^?x(s&~ZpcpZ7dqOaXT+Egh3G-fnU_4N{zh{{IiK
zOJ}k1@%I;ylClDxm61tiSFT9x*Z?R6X4Am%|JA_17g&-53ql~^n4Oo`-2w4{0ft6T
z)3pCb-CIUg)qY=~f(R(xCEXznBB0VGBHi6B5|V;+H%dz*AtBvJNeNO)HzK99f`Ht0
z@csYBxZm#A>lfa4i0ACRpXXU?t~uvgyHoW)Zo(kS@=r9}AGAg+gK!#4bzdU<tBWDy
z|NeTt2#*6ZMQ1wTKMsIX29bR+C%8vYXMoiF_n36e-lS>%?@=Jw9r!cS#xEYdRJjKT
zi_dD<)!p44UPiFD2XCEQPGEer{wbA!nD}c^tH2d=1Hay59YEgUwKVnK43-sk{dF{K
zsc@?MUQ6O_a#^_CPq3~&RdIYx`yEtJFgps2)&7~8nZdz5UrM#QIy<|2dh`U2$gbii
z@TIqhep4)e|Nij#4yh6h(D<D7FzebZ;(|voS@@lDn@S=SB{LT_Y^un`>rwDg<?!X?
z<XpGEg00_fuHhM6gI=9ItuEiz6?Oj752a}Fk}~Zng(o1`mKITn@$do%$mY5N9HLiW
zxkUYvKQLQ{?Wc*ojSZ_fg(Q-juU0{U%*n^zUS>u{yfQAFt0&{?S-B^6?7g=fc>BIL
z3hD_#>D0TPRIbLt6A;Q{m?4SBJx<s+y3Lq+jnyiF988u33!lgMXXK1=Tarj8^xG
z5#thfI@`C|!@DK?4|!XfnuMulXMuD*YP24uLvGOq{^_OVhmD@J#KY_9QXe8~F#t{m
z2!3B)-rw89B_;+i1I6(nB=(zLK{a2m*73tb<cZx&Y&fehGYzUbDBfPh#fhbve@fx;
zcxp_6;Iz^(^BnRu(|DeAk-b!sa+#0=PG-h-r90fv(6HKasPjSq2?^=(EJfnK%_7&Q
zc`Yqa>G5H!_9#^x2P+GUkn>s}ES4Tv?5+a#H5$^b%as+=xgdXs{KGMG0adu~jEr-*
zGRPH2u+FC!XYNU2RrziTe=z<XA#v&(87G^GuX8(pIxM`>(C|R#uEEHRXDY(WI6T@M
z2iwHT%1UQvC(PoO&Vro}(82J%=?x@bs4=dIu?L1e5{-)fG2D5OHOSF|ik#r8n)Xfx
z(osG*23%cX6qdHOHjra?fe%Q6&4`Aye-(6u^CNADunz1F-5+K46gCO}T<)rVOHZei
zDfI(6PmO&f+}imG)))-)u>ctXSY|l0OxC|}9UOjq`0#;gC))FB@h5`q15}Rn#L?=9
zr6$YR-ZSR6R1Nr6(RxwB$O1*NxSC=4!@R8H-NnWE`3n%}!D@q#iwhhMs&4F?0AfxS
z%BzRqmwUW`l779s2zqWR44R*RAEulW<InkJsjlBH(K{|tms|1I_sk$O^HD_Pej4#5
z25{H6VXy#-m6a7QF8c~Z!T&82@Pn#AuABiy0c+kHL-~C;b8v8wzR$+UH`EyY>*$mb
z#ju*){hyigN=h;gD9p^?0de%d0$O{<?{b?wJ8=9QuTAb-NKnwHH&BNie1j8zN4LrA
z8iJToCYftkZ1pB--UCj9pq+N1#WV3l(q~8JOV+Wa;{=tm***{w`SNKy+Hw)EtF4rJ
zKZ??j{w0~QO5T0FHN&qHP1BkQsQV|1t2>Z+Gy;E@yU<+IEzHepl;r*XVI|IQ-@a{(
zkB;K8#=#@YW24kafGd<0;1jp2g}4Az5M<_uj&lu>BwQ<H&d$!SISnFEFz?>2hfQXS
z2k@eQa8Sf$UGa#$WGpx+Xl-pxS@4KRo|1^@l|O_b>Ib(eb0Y+Ezs}E7ep{@u8HZed
z@7}%91qB5K<sp4d&GqeVb|$8e9UVN+ceK?L&d+_4l(n?DI5?#4^dQ2rI2tDD%LCv6
z;=ZP%{-qxdtfTB4E-cCx8#yP+A=)5^Kxuq`>D#y9pLDK~Rp&8K#{b){4jAQbkP2hB
zOaugKVME{d*rU07m*mn5c!U~5aq*7vaRQqJ$f&^5Q8)xJAW;!+uB}0_;=w=)FK&za
z3KU;<SzN*<<Xjw_C(oYkmugjL>*z>JOG5yS@$HGPj~A`1u9mc6xL2r@DQrK*o%FzM
zi*V-ow}DqIcW7u{q9nY2ttlmi;uR`wH?jb5as=aDaWN~~9k$r)Y#Lo^c(eI=86(}d
zh~1wC-<4!>mnvt15rI7UFF;_(Op@u|-ri5AD#3YojDVUp9E}}M5m4<;$MZmNCD_?*
zBVzodBm?))h1N)44Gj%xBL@eE7d}3in3&4s;Xwcq;jJl=>FE?_ua~?;n3xJ-o5BIJ
zehM_pZGP(!fM_ZqfCO{PV0zsM6>w|Hx?r^4jJW5rp3U#|P<l33^IAc@!)yqfEo5F;
zQK0=+S8_hm-MNF++C}#R5+9BaO@92yg3~lHm!V>f<vTXm)jsWb3GnclnV9ONa>%bz
zs#t5>v5AilB0j-eu~pbBDk@^X4)*oA?k;2o2IfIM=;Px9Tu>H3wpQ=o%BVoge9W9{
z_oFTYj+?>yzJOdgIy$-!)Q!d1HE4o@f<QUu^Giud0TUlzezMzssr(n9L9VbT;Bb~!
z;OfW5RFg<~Oi^a8i~s&9CoeB<i$Y0WD+2tJ-1lrz>!<KsC2!_Cg|+vT&^gdIB!)f1
z8kx3HYQcMl242h7*49``k&re1rty*c^5-39CDQ*LOZ~e*j0^Gd;%mh=KfkDGJ&cLX
z)xCTuEsk=-msp*1O9L0TJl9wprJa!VmO_O%EAm)mHm+CvLL{N&OBCGvU~JkPNfv)G
z8YGFAL4;%8o#kTdzn{HHZ+w(SYvKO<(DU+r1*H8?Z}?o+Js-HNCwY#g`8z?$hWm!s
zVgQ~E^7ZQ`MX|T<t$hFfyAy+p23|RJ9nd#aEg|%KM@LCdg-1t6v9Ym%`>W6_)AjLb
z@!5uL>~3vsEhpEPBN<xvbkUKYJVz#5+et!umGRMQ8qpVjT+P=5aUO_yZ4hLTah1f;
z2~`3|@U&$g^<ccw#cGH0uH)?$*gnyDAvo0KglnHtrM|Ddcjz|e&gRWKSY@CTb}ce&
z6+Wu&OkKW7+ub5Y`hg0YLQt`7l#pE$vz@E;C?PTuW94(E$nUJnb2Og4Gx%N(jgkqd
zTbu|N7;|uOxv1Ttya8DHZM=Vws~z*(%MW~?MG4>!9^PoaJi)y~m(TY@KR`&|TbX`u
zCL5HQnfXj`12;%EiqwA(MnRdo#x8Aauw2OO?e2-#eSH`2Nz0~H&e8f9FcG0|F>Cjl
zL3H*<ptDM3qRA25hg*P>a*+%=T&`RsC=MHS4zrf9dm!F{bv5(B3tjo@L~(KP_KRQX
z-MjP6Bqfq7uqOn~K1RXD7ZDO-U}B<M2hyPZ@1Jde^6*bZWEp8`k@im@v-}9UNl^Ja
z_Tk?K_gyNw9B2W8{Ehc(Z%=G$e%@esXL~y`k;W28dXNT$PLo*Ga1)b~f?E5Sd9RN;
zpX{0B_ser>ns%+d;MBCa_6{xxP}VCp4W`Fw`A(VS66m97rnA+5yxxo+SXroNxwggc
zv`@M;sVBs={5B2#0NJ7%eB!Ri44f!VZI;~k)#-z96YzLK#`2!%y_HGdRezrP(eBWj
z=7p)LDL@CGZF!B!oJ4b7npJp<RgW=u7+MEcr)k0C&)3&>YsTrwT4EVc3uSc<=<o;Q
z-335`t^%Nribd{o_5<D>^Yb*VSuvZOHV9Y3KB}cOUOW($h*dRTx7HS_C0Q|<WEVv&
z+92(S+vPO$KZxK65-=-4EhS)hr?$^EG+#u4<2+5kj!7|PX?Hj4iwfDL!R?`fN6CeX
zsQ^iGox(Wf>0@nCW|m%Q8Is*~)YsOYf+`4>I5m-HmAvX#u8qTGZ}>4{Eg9U+|Ge>l
zvklA)#1c_XPR><BHG_E0DwvMQsF2iGA}^}8$}v94rB{bpQNHMN7;PT@LM|+U+BRPz
z_!f{Tl5P?WaBgyC4ulF(zX-t?sIQ)%PGWC;L8lEek0$*%HKpCc+*t=?dsjvT{>X~S
zBNIz{div!Xuy61P2~qfBxSubRnCv9v@RLtPMMQKin}$kCNC3P7jK=T`+7~nQiEHES
zKPXGC89#M(<>#d#gOf#Rt_T~5s4hB=|KM*yAylo(jZfPz>J;DA`(64n_8QqjWnJ&`
zU8!sfBBVQ9sK38IdX}(TiNkCiZ)2&AK><AfxE+6!-d!!D7dO&@b^WgJij8*fc+zOF
zq!54cy;-mGw}IB<uX<qf{ILE#%P%G`BQukcqq=wUoen{vwpSLXcBL2-DpDXSR;Op%
z$qGgg#2Mt`!}av1bR36OwrcT9A3zziQ;VUwUKO;s^`-PZYk8<`5W1%p{YV!i{C8?^
zl|Xu<ynWl*mu71VdO}Lniv!Y%i_DgRM-epdi-TM#o<VQfpTG#}hoXB@5#E~4>o8LR
zrl2@iIX-m54fA<nZQUuWpn`iVvrpS!^$!(3POk&80<7m|)$kKkx2YtuF$hBopiBmd
zxNf|Z%*e>V4Jk>5Gzp-=T!UPN9+bD3sHk@kk~*Ww1=9GeVidjV+;<J9zE4+Mfe<;;
z(<2>p>yrpJ@KXG5$wwauUevop%7+pMD@om5n-mr(`uM~PUMeN#3|uL`KNf``Y@DJk
z*m5cp^2l5UP5GjRdTT|Hfh!$g)ALGC$N|x@d_=;bon2J=S@d{9&Esr*<*i~WT{z%O
zroq3Rl;``s)Vi_QK*z#NW(nsHA~p8YRUZ2*BSg+&Qzq6pHWdEk9jSO9i*XT<%d{ur
z_~*RdU-#}XJX~6#hjgWyWhF)PM#m$95(2sG2jwz=UeGc{r3zs4@IG`J{v5)*@_W%w
z)_8xVCysH16sj<P?ET~8i-SR~oYKbxt9a=GcA9`uw<n6}V=372X@l}5Kjqc<%O%#n
zefxd<$wPxiXNx;jb-IOE&?FvThu0AJI9;&cl)n-&aQJnFpxjpo!$o+WPbT7i5v$M(
z@#P~pC!%9%{BXc&*ZBUfL~;$Nb_&=|#6A5JF+D3IB_b^qRBt_IzL^_be3>cq&97{G
ztX(=`e=xqFubI49tAc9lOZDdmXLBx}#l7=T+3s!kM2P%d>bPDM4}l|(oI|Gy1?lz)
zY*h%c6*`oRZXrgtaLCye+b4W}O<O?}@1CXW1ied3T>#ml%J;%c9&_mB5Cr%RO8bQt
zvSpB^KhzkudJ!#$U{S2t1I<a)gRJ3lv@uF4@_b3Gg_{mZke-eXNO`91y*DE6*vK-P
z$I`r`e7J%j{l>BEww;yd{xa?Hx7_YwTNwKMc^6{Psm+wKbqro0TK#36hQ0o~P8}0B
zNvbdCH64eaAI5q?mH3RsTuW<`;;tjh6FPi=MwkLIAApN7?`g%OhxcuLNToYnONJ=k
ze`~xBPY%81jzV)c(0#az+2Ysj%XMoN@B#gqRl|M2em}q}fP@nE``{qq1PCsWGoa(g
z`a-3EFPx*xed&Wg$hqzdo@h_=Mwk<>RiQBn)6ist3^CPRK2vKq=v`|13$HCL{iSzA
zOpMG@GiPSI{RE;~{!3Y)x4q#34coyE^sni6w<j=3xs5kQavB?62$^q96hp`i)(xSF
zjf@1#05w$>JV!=mW-B+s-U(cI&x-YhOauv6%w#JD2`7l)eYnz2zjk!&2egQ!DeEJL
zAjW^dKtV&J=jcLP%40Mn&t0y)FDm+LXF9N6>E17>1!n7?h7tmH@n`f~PqlJtNKc;y
z4zITO5pK2jZ^zrDR8-hk%AXV}D(cFozE`F)yO-_ZWrWg}amr(9`=2u(V7c+zedP!~
z%+ii&sgF+LG|(ju=Ts}iM5(NKy5`gt4<X^?^wgl;*8sI7FGQ?hkS;+-TtEVycAB2v
zC!OC0d6grOI9UH|dgqRVnAnHXinfSLe3A;vT!Q*?H*EiOzM%xc0o3GekV;KVmT%3<
zaLAT_37eCZ3xK70vEM^-3_;MS-FLpp4FFiV6PA$#`up2sX*_U(VZ${wH4U)2%_vTy
z_my}iXgBTk8>aTE&iUK4)Uo!xcb-vqb38@RdX95KOiZZWwNyC~C4M!M4B67Qm!^Vz
z<rm2|*U>Y>l=>?0+8UY0Z-!R;+d{aJYm0Ma!@pWI5?d*TZxEAz?CjtZ5afhDJY7qK
z1N9CfCAHr<&nyDoRE3!Y)$)@^&wTh2a7Ir?8+o~cNyRX^CJ`++u;_dCW8QrcK=~c5
za{X|8#(^Z(Krw(NQ2AA?d1j{B|6f`^|D&4t4xgHuYmprTy95uOVfRNk#P^(*#31xN
z{Iikw<l)6p>+gkh$Vr`C0&tz^{XCxP^uUdkDCbDPXJ^Yi_<OPnPi$}o4FO2t7ii%Z
zMo<C1|AnB4iF#e>RYr#Xh?xr_mj~fe(C-@ALUf1YY5DZ&L(c>A^QMLdmK*mDA0pB*
zuBqAD#iMAB)glustGD?>t!lW+(eSCXf-(zMA%3Udl7XG~RQd*64TkTl+)`!u-(R;+
z9KoIjSrR}(3sC&NkiriI0ylI112Li{czL7RYtPJCZGDRoxJC}UKaadarTzS15bl#7
z_!tOEWd0C(zW=emceO0&?|C@dY!?zG5F0FLiqw-@jqk;uBdF(|WD2_haR)r%BB1H=
z&#wvocYhZ$@Wj<xJfNxSkwSYsNF40?0<nmjxW}~XKo9t3w$7nz7nBG{09!jd8Qaz0
zQ2y`nFTx8}((i(QAivWM;vzsivx5g`It2=^41M-{ZV|Dy9F0Aajv#zrU$6D=8{rq)
zYz@nFYfC_k$&-n`JpcX>cwI~!oX@+Wg_p9yi2W5djTake<U#i=t(figaPpnFb|YH^
z7F$}1GqM^ay!!UnbnI^r<ru%9$YVY&3LZ*Rv7_I$m1;g{z_S>9?XcL^+S#am6Q08D
zD$xrg94ZdImW{P=0ysejvF8pH#i|7g2)Glo#|W$FA}1+}fVTs${4_)D<-F06mFy<}
z3VT-BVBDm;c)DOe{cd`i&x&w6)pSC2O({C;0aSgN0(M^mZeXkfEP_VgU<?v4)wF?8
z<O-<arc1UVFWse~p`oP}=TV{W3dOR6>6y;XRrz>ao{%Ba1QzDotzuQ<97hHFGRfm{
zcwmXx5|B1ff)N=eh!9z^IgAt&mGN<w`O)Je&FMrD0XnTOy}eeG<p!bHl+JE$2u=YR
zx>ms>q<QP0N)55|-lG@CCORf3bTAea3M8cnB!9iBHH6sd&Y?E5VKy}5l@`?{E(f_X
z*}u&{)uIYw=%T1z{kvQIthsJnc<u5p67cG-_V5j~3w5P`hwm2hreMI!ii)S^QYgp>
zD^`=Ii?eEi#O1Nj)iIJ2r#VanEzkF$pBdIvBI>Zo?c2cX))!}W34&Uvcvnjw7a*4I
zZ4UV#&bhdvtLqVDSPPCy8)~h5e>L_`7xMo$2w&b!oVqyl|325aDJH%6yl)ECd34<6
zPrm%k{e1<KivY>19iBqA-{}4PM;gDcD6$<T<=|@$GIIP}?O2gvqyIjOe*0|{wMgB1
z^DdjMcUXt9aXa4C21Dl|S!r4FY)pG2cJ)cxD8sZBS8+KgCDpZbmL+&0Q|0O@yp|?l
z4t`EVakb}yw2A-i{HidnM@mWy)plC;_U}|rEGhpTTaHNUSjak}T7{oN+_rH!?adti
zUC1C^8wU^1Ggvy6_;`ioL&ty7=RL>O&oGOAU!wHRYgZvff&=6K)6d)|V|U7}x;SGI
z2L^qVFIJtwzSQu)|6|_t$-ruc7y`#wDl5#cj#{8Ze)VIOO{w9NdRr6{{UBN4t1BbK
zU%Nh3h(+;nc6P9^%<Dd1DW1NJnhkUMlNv|f|3VzprE37@$KO5ybB#R76T}nCkE3~j
zy}PrLSKA>_7dkx=rvKp;yO!_Ks4Svdm4YDY1JUo{<+%%p80Ipd$OYW$gt|*I1hdg&
zKlh+v?Z2>&$yXl@ti2hu69ej(5aQ>rfm)M?hX?kNZoBUV6s>^m_5dA5-@eByDth}S
z_!ho@|Nd5#^B#n2SM&pWesZFJtMZ5EEjiw|N^qEgvy8S9%9fkA;d~?;`N}8ra&uR@
zZGQ!?L+YCnC~oX2AX=%S%RiRfp0K@MK62iwjW7|qZYZN5Y=1Um4Emn{@`L6!XU+dW
z;W{hyq;0RQxgKq(jCaLbekswQmx(IUs(903tZctRjEI-Pw-4*18yXv@OX*+1dv?d_
zpBka)8yEmFn@(T=uT}=hXnA?G$<6L6psS+Chv0eq02Bxig<Wv@*3g{b%I@yNXDi*7
zLur7wKwEAC03;hr^#g`mMn*nrO5z2FTA&{^ehpovw_CIa{!DOR00qXf#GmGwy7;H|
zP6&yJNP16APxn`*0WJc9i*h;RQbY<}smJggY?WKgGeSm2MvF;Fggs39IgZ~c`fpuD
zK?(a$7pXeY;NYf<lF2)t2l~A-brW+Bfmd$f6vB{I#m}A+a#W+30fP07SlX!n!bEo!
z<g{G9nn~)w4r9KjVu&&ymcunNiWST|x3IBar(H@tQpA@CtA(=`<~U0HDIv%F7P}~I
zx6FUZ?xx+&HP}^Qj_+j>VJqJ(#F*Zo{<oyB`!>jqciD@tva#NZ{}%N;Hr38txq+)|
zjVTu8(tm#;Q6p<?yhJ-G`L!zIU;O>QV`TcsI&-1c@ZF!^ul`?W4*mbm9#-~?Bp!p=
zNnK0!Ttx28^;0~PNHN`dekW7*g^2-4(AD{Rk7N$Dvf`&89+>0VNl377x%uvb@9Gne
zVztk}0boQ>ZqQ6jM0BIwn45GDqn!rHp+`P%)LOZN^Vz_Zg}ONJH2Y7Sech-{`91cx
zH>OG%>(*-fkXemAq`H@UF9HGs3tFvzP1x8`YO*)|KKSpWKdsb4I-`q4<ngHRYG<q`
zgind)?^KC*_irXLgL^J_!&g}I>RJ7fwf_sb2&i&H$ZoA{kh$v}=Ov86WC#QaK&0)(
z_Df)kdJg}bojn0UZ*Qq%3X!_@_MD`Ty}&@4!EZALeTI9HmG$-Yxx&eim!qie|LLXn
zyDexx1-F;PPg4DC^&>5uVsd_K02Ck}MHt>cyKMTJa%5WTTIl@m;a}tx$J0qis8<-y
zyOMNYrvn%0CDc#!%DGbEu;D+5Ad1@b%fG+d0mFErw4JV}1Ad1cX`}A>?UmNR>pPJj
zn6rHF$;of|tALUM$+}<u&5K{tz$vb-0deOEa2)|#-kVByOD4)$9__wh2zB~7!_4;R
zJB!FwWZR&Ae;P+79Z4L_#!?vY5{zzup|gDdY{Dbx{rC|o7{YiUd}UXlc!7hCz|iC4
zhnemR;^zRE@QmOYzJ23m3pORxz#KS{Vc>}7UIALRqF6{sh^7icj1v!(pRyi5W@;fP
z_7p>({5{{dG>E_!*OKU%!TMOOjb3mOD*ZI^ogY7XqsXp*!NbSrb(rCoLc9!F<=d^!
z7iYf^E`ZLbt;erxg2a56+`;=Sr>67`Kq|W5@fWSI#rmhz!;7F1#tUEbhfZQ91_rUu
zJ`iYupYr{C`kmGTd@7|yRO1nj&$d=sn%-sow{?CMpb9So9Oj!Bc(x)X#R;V>l?h-u
zbe!8l-1qLC{-|FJDc1(z2fWOJ&*9^4YEchd8yZVC^&%&D8Bq|higw-2&CNzF9(dso
z&-Wxjb^%I<t_rF!FvGI4fzJb4%*6sGjr=Inzw+9Djre!#^mQ8`!+~q&)?+m!8Z%oO
z!8N|eBCnwQlweRy;YNx_kX!+P8|e}KCLZ-*P@xB};W$t;@{@Qr(<~~vQcwT@nu>CQ
zEP(5`^Z{v31O;}*EYQzT)zImeYTl6}&uD?b_x$;DFvW|T1A1BtsTn5K^yd$!>H4if
zS+G&%i-0zA3wU~j1O)Vg5rwRac<H<A>p-s6vT2mG<Q%}B{0w|9C|?k0-JG2z0>HOG
zCkiUeTmU$(1svy2;3-i7<Cpc|1+L#p_sx9&+>@j6C$tZ7U!Q=iL)+rC+=(cCn;|QO
z_JQ9|EP7|QzCu2c3DV)mMYqi{Y5pi8c|7T%JLNLQ#>R;u(dQGY+uWB|izGMvUbvl}
zOprW!#2M=B2+qhWIN}-Fs*OSJ;H5$8cdAJzM}jS-@L5%dPf7PW14lak2x_Y(=3sqP
z)MjmB3Y7&>m#t!TNr+ml2j%O4f3eDe->6v6=qgW3U53>{`P}?$RmR%7$R@wTSj^nm
zIQtDrJkP^RyK5?U19wpk4)?`rL^%|<?aH$3q!HO&>as5-4IT-CLxml>r&E<e+42%|
z7(7sxii(OQO?{amzxrjqPIRg0in)AsW;?xRo~F(HxVR_1y!fr&T?PXUtlztzQ}40U
z(U}G&s@2D2N=Qh`Vp3K4^s7oAzx}g0tnlx9!iJ3M9Sz=__ADVQx*N3lki|oi4kqvS
zFkYAsdL>M*LheTv-R!=Dehb^{WMlOA^ZD7DlRu72i!3%~4jh?7mshn8+~tr_wdG?7
zI&eY|1bOU(KSh88ptgrHLz+P_F)<Ms^hr1~UdLN6_BznY^y*);E<W1<pB;_XZAwZo
z^BndwXTi~CsroRNCp$bmJd`F-3Vb4fHek?Dx%g}+iatNQylrJYmLHCJ8+C6<G89|7
z3W{A!vOSe{uZ>0r2D6W%N?8xw&b#4@K#C{Kj6OuLqKKsOMJ|=sBK!V=$0}A36w58G
zt+k&0EiEm$i%?ubOroET<Z9d4+`Rb&$&FTR!0*rITV9oOm>cj+0;rgKCJ<$y0BZsQ
z3H&iQ56>%s;}*J!&81tj0S73)3J`<b&H00G$wr#*wD;jc)zw4G*|Xl@3H|O4LK!u{
z=gVG<ZPwQ({F1fR8+rx$M<1FV!rfuWE9c2z1;O+A4F@8bL&q7CMXn6KdOgCG=I;I*
z;k&UOMMg-FGAnS5iP<&nhcoV>BTV}HfT(2h_EW9iuo^TSLG~cj(Cw>#1HTGA6+b|<
zXhUTM5+q74o+m8mWdHZ?Nv5A8u@qyd;)Bejr}M3L?xn<c7<lIitN!#iUM*%fIkyHq
z9Bcg39ugx$E+`~ddf;jZ2tXRX+$yaY7;pz3{lhNQ>r1TWZlXKE)f5kXMLQwMz+ifb
zC6JNOF)#?MqFoFdoRDnahTT-=4FfZYHl#e5Y@!8>FtAe8LQZ0%I+Kx#jlMtre8i%t
zS!iJzk3Em}<^Av6Shs3td2JQL;qJBOhm6_&YsPK_6>ddp%_{2!F#*ANu^O`u>n<$a
z9o-tSa}bgUYaLLQ;k?j_nslNBX}!}%3RQ&(NpG`!y?+0k4~vb733&n?DmCa-8ST(E
zAUECi!g~h`9sQ-3zoSm0Gb26%Ge->1$owrW6uocod?!r3WBrHT-}q&d2zf5N7sI2n
z|D8^BBRO;yf2i0YmK{%9Wl4KLPY;l!GS_&3I_0zc6xXx+0GJpA{|;6%``e&O=}-K{
z2ZDs46AT{`9zW+Ag(w8sHQ$|ph6k=;IxNDln$#8`=g~o#y~YaOU+j5R*l~cK!JLu{
z!A@iBPlxV7Q_7xE$9iRxQ7jcfZ?xSnKdjGh9=zE8^~0{MZ8J^E75%DexS;=d3Gyz;
za@z0&KwFuC_d$6bS)T-e_$)<d&rP~C0k6{p6W=!E^vl!lSz%xsdx)L!;DvA}AQ&kR
zsFu-TFwGNDbYw8S*^U<u6{+L_sTiCBYiQ~+Q)2_Xv$Vo(_I_0C+hIeHJYX5nFAFx_
zIdt>$fkC}N^X|oYjlt_dt(dD?L)E%}L+af`+4)n!y57*!jl*U|nSV$jYobQ_Cnjpw
zbt04{^zI8=lhnvB{LvnF!wK&?kaM}bCy$o77ifc=>Y{;sF!_;xt(|bbCOXAZCXuc%
zFSa1X>owz5G!Lsa+rk1GC-i*k(r{`qQwyA$xp}#~OoEwn3mK=MZvBI_CGmwgD8Jy=
z08|8>c!UzM=jG+$U7j5frDsfn-zf8NuOTZVH}PXe)IYXJGg|RAawxoPZOh2_RQkb4
z*q%_O-(tW$7l^4~{30Os+TA^ojZH{QG^le3v{rFlmH7vYOPS0f(NMxUMz^8O2{0zE
zoSfoF+c4OzuqcFBICkE9%KcYtnqCiM^1q9Ni7BU`kRZ1imd+V{bZpTc-}0|KPRZTG
zJqPW5vP8w~d%1x>5|Y3BPdQ|r92vcqkGZKsxBuN4D(*vUfdiSI2<V`poUPx5*AFZj
z@>bu|I1<FU`LCF~9`@m7vZ&{lxwdx7?^o;qA;NF~1i<m&eKAn1_O|9r=$*{P-v5fj
zK*bj;jn!6>gsfHWza4ide-B#w`T0rT&D0Y3S65SrogL7%N||e8ndZ{b{W;#b`8a{6
zz}GVAD(XtuUmq{0A!`oasB8{Hg$oc2+_Z~%fHh2DV%9_3eQq5a%Q2T|i~Ng;kx{xh
z@nf|E0|`9x1gt+kbi9HXdcv|nQx6WZJ8aVa{GPZh-#>GI8-J`cJebU(F~NA_&R=zi
zqNaR(tJg#bsHvY`$B`@PPb(8n;z`n$y0rdsu#?I+Tkqgqq$HTDp_@0F5*L@fk@xH0
zziE;2c)dH<NH4>5=6Gm%MwpN$NOnw+`k-GFd%xZD(Em?MI`Mb;o|iUy{ER5?H59WV
zWw*?&Md}?yR=ljYU*G8p#eTIp$}50D>__ZcDx+GR!W&~76!&f<<K0*M(nK^VUQn%R
zsf%5NYLxA)l;q{*hu*HNt=@=N%TeaN;g0?JJoeTI|C@yHwE$Nl%hR!fVY|t+pI_c`
z+^r_>XeW)9`O$8iWd7iFMiwxOaXbB|k~zob7#JAr%Et-rzthrECpE{?0-c?e9$!Pb
zabv#GMV3R}P`^DN6Z)GXBL@v~oL>;qrsisx1$I<E-CgkB%JnE#C}|iZdX(&DKQHs}
zfS&S?4MjY$B~m(+-5@C5^&Mx-BL`*W%|!ixAt_SJ(xA)RQZ%+ND0gIL+2OqnG|Y?n
zgo$?0i~HmI_fS>#*DMw1^q)woa#(W}55q+gj5L2zQ<#ShW!FYNx0(H!PHfcE-OW<6
z*i8w*y>G{+{ei-^u<2$-VXwWd)Ib}=UnpZ5nwuZ3fhPnAwI(QRqO{h5=M01D=dOW|
zvb-97U-hW9`iUZ*Db`wngOtlqYF%`9Z*OFH-|{^^rtt;F>Sq_J>kr+7@t?$JWcYxY
ziwqP-S(^n04h~G+N27}wsZ#aUU%)@d!p7@-mZi7%GT(CJSN0P(+x0rUqIjU*aY(tv
zR7Bo_3&s($F3|WcV7A=f_va-m3&02ipEiKy!6OkRAS<T@5!Lrw6<%px)WD_f)x=&B
z;c?zH-^I}xZ901TR{`!9I<-OOQ9MQFq70LMxAeTue%&cceq_i%H_EK~esyJK>uVXt
zVwwgrV|9epvrm@=ALr*^fV_u(`=M_O;G_sP6_CK=5)zODaZ3U|Ewz5=>blPQZ5q$%
z7)&3~Q!tt%i3U}_>7g|iJ=uk`?>)64HLJri1v-<wgGW>>>uzW>7Ev)Vf_DmwaTx_)
z3YK7Vo&4_n+0jnFzAOG5#Fo&|Cz+zB5%u*fPB!)}B;@2U<LCW;H(iQaw44coe*qs8
zO7<L>41yw^{+^#McZH@~UW-S=q0$GZFjSz5pRe6OXqI5NfKu-5sWmY=ZIiV3$2%vL
zj{^Gv)B);BYN^dKCsfg?jW$0tVKLI><Nf>8aJZ2DXmLZ!$@-PcK)!r>Mkdjh!3yoF
ziHo?|D4X#XPQ!^YG5?Cc7w%c5T11qtw>3CM1ws3#vo#0e2hm)))E!O$eAXd>#ZoA>
z?-Gb-_Eda6kNf(Kw3}ClCq&+sR0pG>qT0@DRdH!)mav9irtf1iEROy(Q*>2)PbdAF
zQ$MWIM|LC*<!wyXR4eeyt!H2r&PUchr%G*fKmje*0;IHqp#q!n!UkT1K>_5@rtYz%
zq<u;$rdca4O^LA7_dBv!Lpsov#>mi}{*mR$&wa-G_RwscROcg)eHdpWrj-w`sO_p9
zTQ+`=%qZY6^7XXZ%FN94F=LU3Mk9^)^W8S+9XT#-EA`c*BA_VUSi(>BR2%{%0eeFa
z3M2UP<pCIH*#`A3c=7<V3@>{MbtdDQS|07iR9v_L{s$voll__m>wO!&&>bvn?2woJ
z@_G@bxwm*J2lbt-FDVEK)u$%H4m?aO!iY_Q3Ulrl=hOJ1k=wdXAD597bP;lf8ri<I
zZPgZk`wH@rH=af0w{p<ql9Q(;B;>9cQzFHsq_EU!_4~gZU0>=kI$u4Ne~?h3gi#T^
z@7+CgvEuoJu`C!Re)jJiSPF>3Qw1#2dN;=-q<7;%2{&XwfncAHn_#nu!#MN;hG+GO
zYLT_dH-%(Iy@lRraQ_X+Z%1U@ZU=Ww9AoNVgF-)pYzKNBgVZRVV5G7M0JJS{zeArM
zJv|-oPwA<{Pt%mMb+q=}<d#Zj0zwQ@CbNBsSE-TQ^m-0f{);@A^}F7eEe5XDr5)#e
z&oDy%nH^6<lGYHc+YQFUb0-Z#ctQA=%Evj(F;sf*eHvGHOTRI_dFc0mUBFHdk;}S6
z@aV}XDA@U$*_bT(465bZ(#HcHv~RZel~|Eo@|^kAw`vkT=8?$sGH8H)!ndM^EUCK8
zJBCwt{4U!k^T2Gcps;m1|63`>jxdr936YTB8~z<#eH1lnJz<&fsdjqe?e6PI&m>M7
z8nJT;+TCoro+pZmb5))$PRem}d3;n<vaz@OQ?!3E<-4J+B&TIuaqPiC88zkR<ATWT
zKy6uk@+$c>QL|qu?}u}T^@GK`p^!o%EYz;(?MVWBeDlME<jLYh=J;#v$)a2=Om+_o
z?AWUb5zxrAE8k@#;y7i<{;2CA-59bX-5H)FJ{dK&AH0C|8E4&mIkK$Z)clK~tuOWC
z1MK;QSkraJMl@HbLRjiB3d#LvP-rN7tR369xkAXUY~j<3Vy1rH`@eRf(UQ<fhq0Qo
zCO~c*twz&Bd#dB&?C#S!mYbXg4I3@b%ifg-*m?h)yZ1xPx48cv;%Zdoa51tFDj$7_
zJ-*F%0L;%^ojwSFYw_sU!B}A=9@6u}kI`L@j^Xn1^%ob^+OCB{|1O1r%gEMwYFRVu
z!uc@L)#4^LHWiNtx_P)yGS55_8Cj#xbQPMdUPM8g#+7(5%6xCLN1=*YLxYr#FW1bp
zhV|mJw^ztwbG=EXnzlA6UF{d!DZvEED=cG8sDBn>({5y!BuOU1&2B@f3CC8GQ%}%r
zs|HvJrghH^_qKm<%sj%OA;tAV7p!TMWzSnk@K?Nlq%pjFh}G;KYi9cf{pw=L(@F(M
zF;7LT!r-+)MMc`jk|DKGmqWH0@h??TP*FS2*lpOEVc;W&LCwa~vIN2REvHv>tZ8f5
z?;tK1Cdf@5t?<_dwJh?+L>MN|*G6*rNz{YbO-7xPrfx$yC+_^P&bs*9SGz<?GM%s6
zmGkSlaJ5D=yd69DRG~}=hw8yZxrQ)@w(iySFi^bf8O<+z{MmW^XcL<F13S16CyhW{
zQy=^KiwKr~=tuW^GxWKGX4X=Yg2JJmfx7sAdvH4L8AGtcY(Fxknwf!Q)Hg|0Cnu-8
zKgSmr7kF(X#7q~GHB|H`$G;B~Q}-r?-o=1O@uj0??~00?;;e~lWXi)Hz3fqZtjEqx
zL$f44qyKyQS{b6XVk7S%CIXjE;gglo{V>mw-VS3&f_?`pX692{g4=}rFJ@}Kl=^C^
z_uB4%ykex^GuF7-fM0|EiTS3Y4t1fD{`-=;_)9nBe(nLw;i%M$v!nPFg5KEX<|ewz
zj_FevUgDf|qx9dk;OlCA+}PMS&-Cj$I&b{>Hm8(}W;#il(*TU?z|JJBuiSa{xh1ij
zI-c0~WMlb_K{F6iL<F0!eu^>T)Qf!oR}O6Aeop|aeSU2C_+dbC_n1%X!V%HGySQ<|
zduDVuGht=dPtB5IP<j?!H0G;gUT7VjLsR8DUb8Q4G79edoj1M<*ijd^QIS77%-Jis
z*GPgxebL1@Kz~)mILEAmyDp*onP@yEaWAB3a+rRSKNP6KeQ(Ida_KQ30W8!&)3IKr
z)li0Qx4Q{0b6on*8!g(ojGj$zCnN-Jb9qDIlkv5DXtCIF{7O`7Vl<Ep)i^5nL{+92
z`L*11x(=^HT}S7PX!wn+?dG}TLR4g=nzOQDnOaS6e<F^?<zOA&m7>iNHr*tUa4vyE
z8FGnG70^fT=rTudY*_2TG;9rCFKdd9Z$l<}{u+6&IKR^;yDZc)#Uh>($P5!<KKu0!
zMmBhBUNSOLkTF^7%4LqOmYY!Ur1l&2s0M|S$x8%d=89n<DW0fezjsUTO4(+$5BnB$
zfrEwhLOJd_<GW<$A4cK_S9L9+V7D`QG-46;Kar`D#>JNb^9#M)>KymE6#jh}x_qcm
za>JB%D%l$c`Wsk?g&`E2q72@^`gaT{Z>yPE{;OV0b^ibI^V2&S8Y(cGnX}Q3IsE;%
zQNp5gvg+_QB0_CgO18L5@*l|{$O*6=SZdP4TnfN!n73{v3_)K8u(k^g&*;qtU~t3N
za)UEKQkyIPN>qw2K;!0JK!MqQDG>nmP5KK_7YxaP2_ZmLgO?oPEeEhvZU8hPyxj^2
zCSu^uZN{16smZ~XMsxsF0>f-9d@-(R?T2)5MZ$_0sGL0|EF#C-;{xRabULxA!9fgR
z6eMQmw_tJ#2?=qWu7WAz79d9Vy~+nF$QT65kB3KFUj{K7!4M!3=6Uk>Y?r9or#OB+
z9{i2qzr*wg%jc66?&XU1zrxU+2PO>jv;(k900&Mg?79K)>2Z4xDP{;5{M<Lkz5#Iz
z9Lu5m;)}`FIDa~X%>!;DxNN7W;0{>h!1r&$?%`g$1DMMeZqI~WWFS)2?{MgD1M=(P
z$VTyLm06YV7*^9@FjPh#j0tex{)$E1R(XGOUW0uSJc+=4v##4x_^$(Q99-%M#DkWX
z-jn^+92ubI_?*||P{xi;Up?j7lvCM+ODc3=s*6UiM!Y>tT3Sb#%Tl_e8w3<+k+9!v
zNuluM2Kx}=g%^*$_aFm<{q*ZQorp%vq;e-07vRm(R9Oan!LtUuHmfkHp@}89c8!-`
zNlY{HK6uau5@m$W0H@zG=##ujz(j+P4_fwV_s(|PBRl#}<(r=W0HCjDeD4dZ>T?m1
z=Dt2T_?mZN(&Qq~-<6h@795&7b`v~?X)J)X;pT5Zdnk!|kt)mm1MvLswG|Q$RDlo?
zOU5U|>SN0QJ-5V$tVy;Ew6r<E(kpamc{J9+vn|uASg@;TtuyaW0PSKB-jaf7DxR%_
zQ4?MtC2KfrTJ>x8z$cxUkih$MsKLf9MX8@|Im#k5gg<&Trgp2!N>}@47o7?8I#wqq
zC+8=1Z^j7ty*Z3j9OQHpLk2S)%<O0}Ree6BZIRK{8zHB)=lY5oI>{`dMpKw^t4s}G
zkDc68WPb^EMle6+<R5?eJjnmpi#~68EP}onB&Qm<6ln*B`uA0KDbJTC1efDUIQ5J2
z=Z{>&?<A_Y#HXYPfoHf!Ux5P>6*!2CY~UnC2#cY91=)vz<ZV^-EqUJHyIS<~1%1Bb
zB|LWq9}@GWch?1dGE<h5bEoE064a1mskt$ECr%zd8TW+;=+!Mua-u&c;Ov1q$egY`
zJOzy4JNw)Rh_N4Nx=iDqsKLje0Rqu`e5^6CsRLsQLWV|0l&2#D(uX?&0<uIsRlOq+
z79tpy<7$>$b^{tpK@0-bY>@rhPoaS~2?=!GImXYdYRjb(wAqW{;qBC__PQcE973_h
zi`Z?|?);>8`~$>YzR<`X^#6_sD*$JJmOhg_07N6W)BuQRvmJWE+!*xVcy1?%PTCgl
z-<$)vL$X1(u?Y&_(3Y2%p(~}Uq7I>uHF_t%7b+@k81$G@nKk+5Q~^4Dlq^L((OpWd
z>&IknhWL4J^1NuG?M=B#LhB~CUSfr&N=!@J_4M{Wa!78iJfCXuIxfkbaUuK#M+c5y
z;?UZfxqXCZjjb~A32TEOq2?#@H^}+~o@>u~@no<@$LOQ(x<^_}a(p;hrOV#2<XbJa
zNpVbLieoB<MgsLBWu)i*{r$y2Ny3H;{?@So_X>RuZLlpthn<4z73tUW-GvumPM$*S
z7})6X#^4NyAZp`Z-oFh7Jh%=7Pd;;U@p}<EwV#0vQWXd4&CiH>ZDVw`e$iKL;<F)d
z1M1|hbnpR-{{gj0NLZLnQ{#F67Q_HB!v{5oo34y*j}>4H#GFMM#4)l6{j924T|RXH
zHWeaH!Sykq9G+1sKi@pClD<LWH12nCtd-OXDo4>5h-2VqScs#Qbdubs`5>ORQ}l&}
z3xBc64MPiI2L}o8y5Pn6Iq;CdRe1@pAGNin<7Yvy!6N0pW|1oFW($~hAneZ^jCPX4
z_F$ZQwj*Kk{-!}hbJX_BMQ9l+;$ry7nIGy~?W*#Ilm*dqhERT4bfJwEu1^J5^sFIg
zN(8JIb81QI!Wgtv!NFKTQXT8?z|3pni|ecCjK4h7Q~3qqDenM!u&0NIv1@e~=zje8
z(XJIgSq|3L^OMzB?#+XN@K#>wS3WhhhS?p^gCS}=!6MoSrV?&1?)gd&SS1bh*%-R6
ziAbJMhwkcYvtb@R>woa%Cu#JNL|#E-I=dI|YLN}pzq0p(g8qX2obbz5r~WF*7t-Iz
z^*H;L5=AvE7*r0TjUGkqf411Ae^5tuS6aU2l>M0s1a=Y;)%_nmxLl7t*!B&h_JBbT
zXMb6RhK44o)fH*NH4sCBhO$@FS*geS+w)q*M_?C%3SK32&M)2H0IeY5BTo{ZbjUN}
z>bVwA7gCobt(k$ny-po=uaf?I;>6-&*ZvR`+JNs9B&wMO5Sj*7!^wR?!z5zY{FEs|
zlJ4}RfwyuE_fEuCC2;S#+8PxP=a@X%ySW@!AU}}Y(G7Y`IMUI96ypI6pi>}796_-1
zua`>|cm~bHad|8p9F4gTSQ|_uYE!Lkh+oq9&jeNd0gAp>VS9I%iymVSJ3y97parz`
z2)0hz_T_<|fn{lY?>kxnbMzLWmEF~tdeM>DMR%?@v{&xsHo@?C<1Uj6<6D*CvsgVb
zc8nH_5Z~?dq%q>PoW?Dh?nqOzL`<@)UpwI_;+->Xc-X*~a%0Xb#Z^kezpJEcU2pzT
z??bvDI3v2sZzKLFXPdJ8;a+V(G--=}G|pUdrFk8vF^3_VQ<Ph&+sEL;<A~dR2&%5}
zryLpMG&m$EvLRg{ZlNVI{#3+a^rCa3-?PPR^_N(_aSD>#hk5bvJ%-$!25jzm594PR
z#sw-5Rqo+^U{WMt<IWg`V_7h?*fbE60S?YnIGdpc5<^n^@qYS<2Ez|d9Zd8{D~RZG
z&}q8b))ivLwe<l!OYcdZCPBDTdpAIju_FH+#BP8LpriQ!X;rBNEvB04Mp3pn*JBI-
z>d2-6v@kn_6CN1*kuTt}{w;fnHa43_%-SSz*=Fi{TcPKx?qG)og=?|JlTRUnL^6oB
z3v8*CH;Y3$%k>*oy*is48nkzpFj}yIgId80F$1v@FN##bUl=n!{3Y<25p`gPnn2Pg
z_CTlzH;$<*`llk9k!5v~QTYl$++jgxApS%i;d1fEEyatFxSlHA14r5<M;MR>lZ&c&
z+R7*?;2gnt(p}cCde5aVXpW(q0Q@E7ni#`M>ckuiaP=7NA*L%agQW#2FgEK1vb>Ox
zj$BWZy|<v8c=k}X^ghSZS7>1R1-me!V3CW#tn&Sy0t7+3=_<yBSIRc=>~kVQ7Ao`+
z!YmXvOLhDL0kc67(aF}2qiIy%cQ&KG_a7Td<wMgXsl|JR`v4t>i3(cJ&{l+Lklsk?
zQ>zKUlS_r#U|WN}Ar@L$oy0r@KGNURC@hYr_B|1wkb^kCAM>slPy6XJb7lG>hDxo2
zd!NaN2qSKe2boGZt-LX8evTC!{4gO^#@OF#D6Q6{3$+LV|H5MzU<|_qx}bD)AGc?z
z8oh^|^;`qb8%^yT2!9p@GBgh>Nzz9cs=(W33SVE8+b0@D;mF_V5i9mB^iB6gF#Q{D
z6J$E+=%t^l`y>K%yOet~xiTO_T19IZ3}7>cSlwo#tWaUW&frjgT_^)$R<Nq1Zx}f=
zLPlXahkov4;!LY8#UrhUw5;s`dN85R10))JnQOj}C(uh!3`Kh;>};jlzUd@8d`4wO
zk3dz!p?|3ti;+t$;Jh(Hd#ZV|;JquZ4qkQ4_y-RjI90*Q1(*dad`Jvy4$%w0g}EE$
zk?Jpn-$jB$&M!xSY%gtHZVr63$9^*Rr(?jdXyL)^G#c*#{}mO51*Iq|DTO?iGze}A
zAxYfb)SP^)!ro9(!S$vAl908Lt#M(tFbq8-Jbr{#eqEoNEj-uveE^xPXMs_)K5kD5
zl}10CLUcr?qeMHRg|s+m?In%Mgu8rLId~4_DdfQM<78o63SB&vH|uL(oIUUH%BXTB
z4b1qM$QhWNBMeP)(bvph<>k?@ksaL>+@}$Hy%hWmd`?r{d05i7u$TyhAUlw;Nx!f8
zF+jQLD6G$Cs$5_)L|D6;%kLrRFr%(=%qGgKpVA^LS+jK9t$OdX2*O#y7`plTvnsUi
zgiQD9g}8<V0JRm8*&BIN5b|@_TN(xisRz2tKL-^#1g}j9*zy{d=Tz-c&6MfgB_#Mw
z87l*Jw*idVnAQ_%QN`Paa%FvO-%x%$8iK=b(xyypyhfCnx(~=^^-mYq;Lga(OXEV^
zkn-1pp4ydQpkKAj@ilb;8>B~^ia%`$Q6>>H^Bgn>f2Nr$J(}qxU~ZkvclE%MnpV+1
zRgPg+7k;pOA1~cWZz{OzQN{Ib-r*6I%9;@>7QCMgZ{IQ_vqZX%1TRaI@_0~cPTV}I
z48JS&Y#iP$PpQ$JtTXvo*3rZTB8nPRRYgM}fK=#IqdJmUqPbHy?-}PV88o@#O$JV)
ziPjaZjagkwk7Ja(_6YmbLHe$NBSFdU_P@tm8&AS+Z9Gx;o$wJofrihx>B>he4Ibt#
zu1jC?08gCsSoqJ&@b1($*`yXMRoXYqbG7Ut|70>eU5*960`rT>_wFB~$cjF*ylZY2
z5!?sl6C)g3Z)wj7Dz5wO3bUCJiEU(G;@!W{yQvB#2v{XRYDXgo?ey~YX5W(XW1$>i
zpGVjuqeZYuXnwSgeIv3+7Qg!y(G#?vvRatexms%q6<*~J782yCW;o0Cxn6@Cm@Ut;
zA1qb%6%yTFzb9^(t?UF*F&fe+TN7(u&8oN{<mthNcCb$Np>s*U2yb)UOo)w*eLdx>
zhHoXDoThOt5nAOfNXa~Vd)fIq3wy+)L|-9O$>&cB?h6?;I!iPE-Vc8nF2nN}BT^(L
z!B%n?Fw-7t+2i(??ko&ngV3m~=G<Mdu?A)LxN}__URe!i_&1^7x)newIbAzCRJkx>
zrmIH{+qzb1#zWD#zHE@*F1rPQ+&iIU2&wugWfnMTD2!jeio+Db`)*rFf;D9Oh2CWt
z+JY0>Q=D@f5F$kD8qg0W*h^kXQpSZSOV>I#^o&XBsd)R-@fb4PNjw(4&dyw|ltbw8
zt+(JqHOGBYqT>N$we6UgPKg|wta%gMn#ZN6BuEOFT4LMpZ$2uQ=a_q@ep7AMv1wA%
z-@QxVed_d&FozE_DU$Zb5=1l8pY4k|o<v}M-bub6{5JpVBTbhC(b2*$Cc@N@ni_Qo
z(>c9=5sXebb-a?$|D{e)lj3^Qxy{CaaE94{wVP-msYM?pJ)b)%9ybAl%HqRHUG7qw
zgrz=P!OOp42w!b?67=;$-SL=6OF<#R)c|2<4?FdbeE=yHBx9&*zHe@Nu74uK!NJiX
zTnEj_uUPK7M9IvTJ^zSN>ux4|n(Sx+8SPoSCevb9&B^YU3~`Be%t%$mMVY$siBS5S
z+MTN1dv#v1>DSMBiZT8vr3%;xXkrArJ(@SnAMyJ!BOo7=0__u$MT)7s1>i^2ZP!7t
z9Vv-mAB2gk2=9N`05k}Ly@XXqu<tx<>?Nm!k~zBhg1?mKYV=)mVT_I28I7R%M+m3k
zFC)NuaIiR{@75CR&k@IpYggn6Ca(^R?5c<TuA3`$^X}cd;M9c?Jv%c11)*jDQibEt
z;N<KKJbd6h3x-DR^W{)#=v#)U#xQQpvQ;?;y)3>k1VEV=fZd2@HbU<KCk7sU;&+y<
z2vM-7%!Az;oYgQ6Hp=hxXY($!Cx48khJgSuHe}E5^0!}KKR8^z0wDm^H5R3?`g#`R
zA<Vxk;Ogt+Lk7=C3bZ}|!lEhiJ^e<KffDa`z8|W|KPm{J(-*qpVBAzek&6gD+}J7{
zM#+d8hgnSuLj#y82`O(o=QAd-HLBJiH9ZDzPhdcRxeJ5>r#W0y=yv;w2rewIp}6b{
zBw^Rw0f;8Hw0QZ~9qi!);3K{KyLj0QV-<r?=(4~Dif|P^TEeBKre=8!ZkJXlDB^@I
z29n~x?6(0j&wr<q_Yt6p_s$eg5oJat7}&ys>ikO(mD*^o^rGM83mvlM&9_-0zRD9{
zO5;(tRv<zr5afg7m6UK0joN1fwix(VRw^vki{SD1P3FR&+B_QGNNAlsf{W9ZLBJ>8
z+DMi-fYIP&i{Pa|y#bvkpqPO{UG(7YqR;h9-_?&;LCXV1U~h%ZQ)~NWs|)90&^Ay{
zGz`7aw1@L;55_$a-_fPv<>hsT!WrGe!vkdaz7W{nt5caG?sQ`v9VXCLjSf*8O;xrH
zg;ob#6JSwdO^qY)HPU<*EakabkW6E_w<|=U8d1~$$OPKSW<at%-vku5M}lZpG@`jS
zO@D_1&=I><`3{KPiA;|fN+V|0=?xTQAe4>|bcZX`3#G4_1FaPChf=l%EkV4fFDdZ0
zwIpJ@lkLwy$Cd*uo5lKPXwgb$RV##B1|uysk7+khP&rsWFJ9o;SXqUlC?hKqM*I;#
zBVUJ0hC-7>|9m7z5)THzh4(?x97S;#yI=VEj*!RR5|7zO7*;NMPfXCbLXi#5wNAz%
zbcIn0+G|74c^p#4ci;@=D$RPar7uKLUIp;6Y$;Gf{n2B{f`ziyp3MkeqNsKm@(tYE
zEEw5xm)a=npR+D^sy_q1P*-W65dA&p0u{OAObshG%pq1EtLcSSRfH!wG$e%Wsuw`w
zQ_QC>9DgLVvLVR@=ywNQQ9KCT{Et(4zrl1GFjs}>fn$U3m*CTd+g{grQExgCPJmtJ
z7BVh3F0GN@g+M2yS9lIGVqcjJV1=Ri*vTGhfC2+)m1Jqj2EaDJ`*{MxhbLp{B#1)e
z4aQvxV&Y!_%`}RXJEo^kS7RT(<`OtDD#Jq2%>^EFs{3*n0IxqdZdsWQBlN+EI}Ov+
z-sG0x^}PZkY)ELRA9xvAI^kFqv_MY+v;wwuhFtZ=;mgg+fvrIynX~Lp0ywE>3LcSk
zx16j*!lfPT?SY+$t+NW>4q=K*Vm;hjmMjW`ooP~0glA1!lm>#ZQVO@Y%#H*@3mD&^
zRVP$A{#ywxpOdZ)MTZK43mB7(<F}nauR_`fvlW2k9-C6=wdNBGO@f(Uu%&zb!@x-^
z^p^xlXI4uk-4q(WuzLbXyTQh1<mnUg9pPaFpvz)uZ_mM?38x#Env_(#`ME>JG;p)C
zvlMI=P}Kf2l$+i&M~-ui=e-*iWYLCqdY;4hTJ9V;BQbS&$}%b<W+`tNGz?H4C!&#E
z%FXge%T5_{TZi^t+PWlI-@`N4O^DhLfH@?DVXl-N_u|C{LBi%e5QK^jAca~eBFShz
z1_kEVt8O;q?^ikJV}sviTVCEOP^Ux}_q@tv?KDMU@NeQ9#KVQ?C3Jep;Z0$3%fivz
z#nsuu!~yYNPfcxa@$k}c(;)ssRFsBG#>U>&!Wn+ro48s?S(rUFx1ixtv~aX?wWi_W
z<>#k)@Zi>e|J)<vhxVh`SwY;kGp#-A>jKHUy*xHE4uKA%^FPaG15E~FuIbHaKMzE?
z*w4h1j<5PgH<cZXhcZRfADe;JPKJGxk1bd$NM$qSXoRi5fbk4V!i*26J`saYi?*vj
z#K~F2^Px!)o(+ndDuKz3Z=G>3#J?t<l`ed^oBEX3r~vb}qRihX)L6PfyRQzNdw4U9
z@p_(eWDm}--EYj_UjDU0n9{+z%YQ1SeB*rH?-z*+T6YK8$zrD4_gm`hXqNTn_zDk>
zdR6psR^9V3#21_D<qc|twE}EE+gG^@Yi7%{xS0Cg{$c((Bdion>4+0OuV`JrZ(#!+
zS$r&pou|g*=Fe|W4CImNgXD^fd7|`qlLNf+bk9^NYzu1t;Ij!agd`=%SrnURJmUSH
zA#C-ICUuxfFQ7p==^2+tTT<X8HZRZkl;kM?z%LqHyOa>aLM6#3&#YVq?}v=__t)?{
zFcpg~{^E_hH=z2N@$xPcV{OPIx0^&^x<6ma$4wH42hH&~4WmlQyko>S=~rw^(kr1Q
zkS^yjxz6UTPCI}!%x|ldIvUq-FB#9SG0L&<mCarG)zh|zkpr)XlnX~xm`39AK6!I!
zwv-Z{Wc^MSIXIB`<tx#s^{L*nnv=NqCWE#JZWG#5-vyn6!jRDK_k}6vGiCh}n}2UE
zE&h6I<gHkXlY)|V>)Wx7?GXz~La89vtDFHZB-+&kg;HZ?Pe&=tF8X^VorFq{f&(Ma
zZ~AZM1}QgTH7w0!*Z50tie1b1qgF3@FWr32`$t(LrsU^m+Y*L1``!`r4W#C5hPi#|
z;IZg2W<9aHr<_%)sJ(uQ8$zm=U{{m$Xm#y_NB2tj*7>L8LWk$%pWPQMj)gS3Zuv9T
zKbGFUvpPTIX(D6$By;be2AP>qO<Vl=|3lYXKxG+qQNq$4l1ev9N_RI(cL_*$cXvs5
zhje#$DM)vB3P^+WT)uDS|7X^kQPwixt>?M-+;jHXdmm}5l7_MEp%6}<0^Xtc58s+)
z=!>zxAN44@D!-4WGoryv!j3|oRd&-0GsL4zz%Jk%kGxf<U3*BSmwAw)8FyZ@<8}Y~
zl{&nw79#QI=1Fc&Qrk<px#tj+C6O0acc5cMd=)V@hk!lj7$T-l+)t+!DebFfGQgfb
z9{<_I$o$;5{ZTCST8I#-F04y_aHGn+YyPp{OGCNW2Dv11e8=rZ_U|?n8`hti?l%oi
z*sg*5F!>Jf6Y2IfsdntE+a@(yBZ6V+mEjZ5%Eu;Wf|*48Y~vH#?(XI6`sPGwAqLY}
z%U1Y%4&%Zeqn6(K=DoXzD1K^b=e#T3f)zm~`W{?G);tA%t}?xhB3YW5s}tJ&w5{Vu
zIqq4Gx1<gA^lcyW<iFP=pSSb;9WJ#Vp8bXmdDYL_*49#%y9@ELbfPkPw$?LFT(vL9
zrj3FVt8JfbXJGT)(rNF=B^mPeJ(XkNx6Giu>X7_51k8o;8grScdkcDvdY!#(OBRF#
z>$sy1HM|Kvqk&m-nS*-9DuZ^Dbhyg{G^hem#eZY?{*;xeXefu|Ni?x_rz$-_8d?|%
zT_Vol7-UssZ?M(UHSs9VT5-8o)6BCB6%O#TIDE){INVBz5rTI2flJrD+9)h9%TsHJ
zqza)<>TK@+TKA=#uqYXs-<3eSz(MXD&j#wM(fX6GUzYChD3hWST#3>wA<;K&PsF~i
zHteds_4%%~PQ)MUYx<uA*mrC1Xr#RKYaZaRb*G{KFHw@^e~Xer*48$T4kTJ6T(AGD
zNW#VXpFea+7)5NX9gVEP_n6rJ^Iwb-_BKwoBy3#&{g;f9p_#t0jVpNQC-9qvotc4?
zg^h%ngPDPenVkeYfxNywcsvOQ(|;eJXyjnyWN%>PK*IGupHSIe-`auXHC8K;Fe-w0
zOv0$_W(%UUyuOLiYk2-&Vg2<z{jabtZ06`7Z)7iGV`Xb&{rdczuW!}T#$L%*-vB&T
z)X3S)z(`R-`2TSNNE(@$m^zZMaBzW_b^7M`pBI#}dVR(J`ReL&-^`5+97!0}%nZR<
z!O6n%|D7A`TpXX6{*Qy>I1^4=X&(3ILzR|>d4pymG&(NAMzLnYSgWQ)!)$3q!)&Yh
zEVq=fFSPtyta6W;+K{?oc#q;{>c1V>xS?d}JI~`@9Q~m`P)Q)hZXNjV+E?0B+g&c&
z_SZZZNa6iS{%>Cih`_cVc=MlWE``XKC>OYdx^QC_C?foZfq`+iSN-ops-R{*_e2OH
zV6yCDIU}_4BS8zHgD=93lap1DR{K2P6|p*JWoM&R0oB^y$sa!ftxtLz{WLH;n>a%X
z%wVO982F~n@A8*`F4^K^#OoW83<^Aq2daq6J5LrC7T}@>NU5&7=dK`~1!&0wFdhc^
znKoXCu>v#al?1WZ6)1<2HnKnu3o>~EfIKcs(lm*^sX!#zXAcT0eGTG3N`I153E(?c
zMy+aG{}4g~uh^p(eFJi1U{k|sJo0XWo{EYJlj_Sm9%oBn*38)rge6QIDL_(^nTc{_
z;$V6jSfN^uKIe0P^)aEVRtOVudTL6~24vQyAfp0)JB7UQ+fGjtdYJ#PoXa|dt*se&
zRE2~f+5xYfMq3gj`?=_<!7>Xf-9=|fI;gaU*|nK;>eX+?fI%%(63F2|hj<n=(##m3
z4fSh~0-NMh5)*^|z7=vra)p}1&yNwAFH+LfdjXgB>rar03jmJ;koTI_BNpRL2m_yE
z$ayBy2@(T?ZBU@Zj_(7ro$24dBP!x!VnA_2Eh5qfS~{cI0>sKFSg>$#>FMe7d++!?
z|A9IbVc&R>3M8UWpar5g4y3(W0Grd(2dIj?H;`xnjvyNl3pld@#gux*!uwajg{rR{
z=p_9+s_No*zk)}^Mic|xQDFIEpr<!cXCkLw1oB{8QsB|@4-|DAU;qe!(Pv6kj$YL-
zKmq{z8lXR`H!hFL<EI0xbN+y$vzize7nd_02nG5s03NTe6=Q2VRxKCPP<<)Kf7d@d
zn;3cOdkW1SataZJ<Ut}PBnB;X1!0T2G2E>iJNyLPU)}xTBBG+G5+6JSV-V5c@h9j3
z(-zpj>BUl7A#i|ZxjHQA&cOkE96}P9<KTU|#s_%(=)!=<zV3BPh}By};*nDg#0Q|A
z2P0-^V*}o%iXz44h7-Whs;Q1`L0wi&PZt6z`j(0cD^Rk4h8gM<@KG_Z#)~MeLFu6e
zlmM7OVCFmhS~9C+ssdl>xA4#adAkM9sx9`rV40$FPXN4u0UB!_xI7B!1DkRHJEjoY
zfeQ^*9MIBmSn|7F?0|}^8&xR44-kbNJT!WHZa<lf5rm2MR^pA(06Sw)3gj3IeW=v!
z`brf)n!*G%hHhX7pGOPGtiiyK8wf6d%^1k-N!i%00ej($lf!%_R2l0K5-?z=Ftmx?
zl2Kc$`90A<yPHBAy$Wj_O$a>`5(Aa!MopUY%r9r6RJCH5yF#i!F-9=wD`+r5D#GPs
zVG;2-e;?lmYsbXc81>z!4N%I!3c--=1I5jfgc~U6z;@6Z1;AjBR*al2{DfFF9^E@U
zJZIoZ4eGdRWREv|;^Dk!p!m*x6?-?-)IcoWyp>Q@odZQBP!pkMnS)zKGOj1{A<zm;
zFj#zhd%Or`kBWtx(5DrXSxsvC>Ffq50reli#HqsMWHlxP7tqZDhOag@rvMTPXb*G<
z7A~Icy*041LfOLX*8*mAzbA#Eg@(U_6)Cg|K9=T&GawaHpTWx80p-)je;-``AW-Y%
zRNeyT;146CqqCO3+>P3`;rS5}8;mgiLCn!^J7pdL|7qPO;tz(2^6I`Ajm#O*H+#0h
z)l?4h1I|crMhH<UP=V4{N~mYy<>`nS80CFS>iQ52N^RK)%C4KgfgsAnMxStQU$l*U
zIGv{h1Rn<1x<IJ+P@Qk<aT3~ETm7|SBq=uDtFIs<f*BLjpwSC3q=KTNzC94~9)Y*k
zrWI%^1D`D6@Pv1qsQ_3Kbh_vbLOQzvu0_Ejfb9Xm15_MW-YlS91(tPfZ4cnPLe^&N
zD?nLV{^s5a@T@Ii0P1P0z0spu^_9<P7;D0kWMo5q#3Nwq+dMEtLEe3>Z!_K<hhHZI
z$cd4~8VlGCRp-!e>fM3T_|-)RM&8}F24G7t2tNmTK%F`{I*M{dO#m;8Foqfbi&SzE
zRG58uVAq#xuyAswB!XHBzFywkoQAhW{zqUOfVgbw<fF@U+Sqx2BL?|ffi|uHp1q(G
z@}F<=u7FpM{%V2sI-43)jkW-O{Qzjl#{f;Bj{>Cd!u)*n3eI=U2|y|hoM(He<m&)=
z2)`L}Lcwys8i4>;)t9a7<=KO?0N_}H*w|wl49RuX?_3)}U7ebe;#-!%<HCSxZ~F|E
zXOJ+b$yu4LyzMu6mLS?7HQTt{+}!FWU}ppNIs#22ATRjhQEJ0mLR!eCu_Ex&AHz9A
z9sv*5?pH1lKt#~?7mF3hW1MZ{Y)e6L4LOb=;a9Q28gBL(EH$JJR>Axpr4b^l4-kov
zlsQ)2v%Vrw(M*m96F?VLjL^%h>?DNhR|+A3;Qb~84NDfZF<28rLg0#P0mvi+#IuMR
zgfVxtXRaW&mHGN>0^c^tkDS1U6510eqLj|WHuQwX?(XjaMqVdP%k%!Ma+FKY2we?$
zwE@lmL<khmVv7Sc{4W505JtgNzH6tY^OXlGEZPjx&{lxU2hc#7Ni?_Gg5FQh=hKB6
zC{*YyV)JwP@gRp_7BF23p_~O!^wj|<j)7SN90Fhof3;4zxx4pz0|b<am>7+r1_%*1
zl=c1e?%zUxbV!La1Gl1P47pr*m|_L&?w+?oiRhxJreK#<GxPqdhJ>fLHI;{e)`bWv
zxA+TCo|k{yXzG}cZ?KqM;H=TJ?tznLje=~NfgiWOT$|$|S)z1Ljc=&`@W*Dx56}{D
z*+2rFy`ir+3Y!0dn_$VKnm~G^nfCy?$i^J-f)+gXdkHjWK8k?kA?9(Wqw@iNfk3ss
z;R6hkAhd+S5))?ueA`{rgMk0;o$o`?XDwiz2p9mlbFaEN+oj_`jqQ>_T7O2EJ48h*
zz>2b+m4~Md7ztRq0w5`@HHtG*+qYgcp&0w0;Jn;y!GVVcCx|gB;vaW;;8*je6{#OT
z!pM)+U$}UsW@7<>HiGV6BM=OsC@2SO9X$VV=EUy+(&d*<rrGx%+-`(fm4Bw7m9=4@
z@3%`2Ap>9eZcVjB5#|Q=TJ%IHr<zMSWHGqf!M1wCRmh#m1^P&YG-D0u9`s(fXd<B(
z5an;Iq(qN`v#kx18d*iH5u4!XH4;2^8wrPfp)%M<`z>D+!~&N+1ZhV%4PX9-Y+`OM
z>4caa&IWBiOo0>nqlaKdHw%cm61{BjwIe%$Wih?m2yFc707=ICEr4)Q0wSe6YPN6z
za#AiL>});gN))@UwYi}EG2KwtV?#GMhJfQUHZg%i0&>G?@U{k8eLgLak8{uU`fU)T
z*g*HdRzh82yCMKO9%$FH|3bRyZbzgG=!EovDP;scREQwH>+gbB>9Gf)ZSzXdqQPc8
z%S{&6g8u;cfO#M_7;~yLf4ITnWiQs?gwB9H5IM8l$U~TqL4@-+XVfM?A~5ai;g0vM
z#Ah~y_e2A@eF)7ZNFRQ0afqPjW4)Po0kkMvjWk3mSBwu3<FK8vQk+4;cEA}7{Aj@5
zq$PYUinL%#%_rQ=CFbsVKSgdZ;le?8z?Yj@nc@^=DVKXPoPpxnLI}tEAg%#ykRho*
z;B`g-@Gw}wQPpGeLC<(KL^bH)$}cLao6TWBc<>WGTeB@ads|+mBjxk&j5LFk0KPq`
zaMxdlj;?RGdgPmL4ubw2I4^BUMiFhFZOs7M9B8w>OGF3npMY|9T!;Fud{PN2qPM|x
z(jUv|5XkkbfBY~2>7$TcCYM97Eqw|A&0iI=8`D6jf_c;Z%~3ubYH<(z`txVl8LV$k
zU|>}&(2EGbZ^{gS*;Imj20;0M0>XL>hLgXC1{S%z34kl1Mu7pWth0lz^^8;(p}Rzz
znI3HMz+UD30PLq2^)={l03R;^vK@p0f@1J&cp<R9>t#Szuk5i1va_=!ltcd|)@IH*
z6?L*$K^YuFd~G&Y-eSF8=6@&E)t}TMC}=aN36N0h4Tmrm&^=GVsir4z&87Z=11&^@
zk)sGsF=!%k!0)??QZ)7}ZxTQsoI@AQ_M^T6o{TVdV5$fjx@L|F$PMA#VQI8qO=2ct
zj(qd|b^%feXjdH|GtG(0*@9)`L^sRX1>ToH4U4IcX`UmTTMZT#aD{n82}NT8B;I#-
zcRnvqE|Ne{`yutqAa~tcYhNfH2==(wtyJ9yXkjJFh_ig0egIDwibQjU;i<2wnUv&|
zk0XH;%IaYzfK(0s@k-bNXuNGGIHiDFwBT;68Bp=<`3-8-o4%cqO8o$Xasx6vVKIA<
zI+G9z5!4ow6Qm6s2yz3mT_Z>nzi{-1^)&Ro&2?S@r-z^58$?XQ9q{o04;F2?*Ui5b
zigH8|(Nxiq3|{fCucj8$WG|W8;^HE>(JabNE+<Pcv{?8Vl{8zsar06nb9O-$IfMir
z=_u<LwrL`!s{h8HOvgkY%D=jmzPM$*t|v4i-Z#0unvy8U$Uyn?8}i}|CrLjD96}-@
zB6F80^(b^10zO0(m~_=mX`9Hv#!P=J+-XGbFc={1j|y)Ahs3C66Pe@@bQT8rgQTrN
zFGq-kl8VazlR*%0+4%U2LOtGz`WbXqK=T9^3G6GA?XO^bM8EV#sO>YbHVlktK_TFb
z$;^$71?5~cI0$i!9-ys&1_lWUP<HhQHK(Sgf>8+(DXVGc(4Z6Oj|rgZ>3|X+XKu04
zD!rh9avAEN6&O<Zqk}fVyCZZ+i4Yl96te$To&_k%G@vEt`F$G@-pbS50CyGm7hzh%
z&jO<^zzIr7O-0y383rk|J`DR@*!A$l@gI;SR%0K1>uFWw1!?y2VqG=Y@gq307>W4=
z1c+6GpL|`R_=coG!T}5CUjb-0y?@%lsSK0q2qw%d;J2Hj5j2Cw)Gt}}Y^O)Ppz;X#
zBbDCL@SM+b8JrLg?ZAdN1Haq{Bod>tf?hpb-HE-F-R9M_AKKk6sWRB%c^gB(I7m+P
za#)iARA}NFSw`E7;&t@=JpZ@Upq`1rxcYorQ`WQ|II8!m-ge=G{!e8tDYm=YiL$gR
z%-TWnT*uSDjN5s4uta$r`kL_oR2@wGt8zDEPHy5gt@%qZaNl9-ayMaFa9@>0Q;O>r
zVT1RdlKj7gId~adWQYG($^U=B0gRy16(VwXCN_uu|8L%R!x;<qLQ8`iftT`mrNKfC
ztPM~sYixq}2)vSWr!R%k^Zl#A;Isk)&=MpQE1|pOV(obWxw@+dNJarosvD9P%t?8@
z&mhi#!HJ-#sjIDB*t2vu9o?($-iw%AqizqH-JtilzPb4d%41O3!~YQk!2_|phn0!x
z{6{oDBsIcsP{AL7LLL<QPG06<*?V;NJ)Zi!TwYwHfm9GsxE;Z+<@itxj&3>7=K-BP
zVAQhQ1O^u|1J4vWxpA<*fMN3=utHDmPyvS<m?+PKjvSctfFRBJ`f?-bAF;wg7Xc6`
zsQCC+LFWQ6>oVw_LqyPbpoYfBn`&#nA%VgfKa^D+)YNC76($rH6cW<6JTmeHSagDt
z{MD=>VaV_-$;tzyT_9`#_C;6+3|A9Sq=KCRxK!QCVAb|&smDkcfRYe6)%^oWk3RJ=
zI?yh?wqt?4tTqEslvf1>!Ib5JEuj1^MRplbmYO?3)arqpaR#|Rn58tXNee)NHGFw%
zl5D+A;OPa5vQ|Jz*3`s<uLI7WfQjfE-UiZmkO_i2RRhXS;MeWH4_x*QmU|_@4hpf~
zivSW!!EIpUgG`~Jub<n{a1A2c^TFf~U`U|@0D!AC;7$$7XCVSm6+3`W1hSLYzk%L8
zxRZdfCG?Oh2aaK~9tv$++fT|dU<lJpqm>pTV-?T}fGcegtssUD?Ir-?((7ytaIIUk
zQEfno)wi&C80A<;CgyK{by*-KC5sIW8UxluZ^$CA-N?l-tO3Whyynf-0=TLm9_z%o
z0izo5p^)L>0lgU*+1P=Ze8AlYaLyh;<rGj4Ox#e>(BS-jK5A)e6VSzzxxB(ZOnRMf
z&CBHpgJI6f0JSBVK?f2c<S(jF3|c;zp9F3YV8g;pf<uQ<-UxV_f#nTwC<CHb=0Tmw
zI4TNCkP#?4!2&a-SOFg%)N6@xalLC}DNKC;(cy<#WCtc+pjPQo1v6)I5H^*Hy<eq(
z<m6ENU_>D_0(GJ^n5xu0&|@zDE137-z(Nom`lDNl+~w^pSjjw_p2ptZV46aRhEh=F
zICxtZDF5QYiCJv~xb*;5>+J=F5paAKOb6q({3x`*_5jWLC}IJA*E7B1&*pfFJ%o|q
z{sEl@*dGhv)`07w(Zwn64t}!L^_&dr)yM6%&=CgmT(Glfu);xS8rY7!YE;3gNV2){
z12p`EG85WUo-l;a^S{}?JbT&3r8NQC6_?vZKI%A}P)s;PaUod2HAd)WfC8Pf2m%pW
z5XlYzr_kgzz!glCE&yPai@p8D_4Vl3nDJ2nd2Lfu$gFr2!5u)4z;K7uL_j<UmU=CH
z0Fbc_7G<CXJt1hBw>!DG2!OUR0Q{bxA8eAc4FM+{kQFEwV!{DJ2ph6Y{-0wY0r%@)
zO8;3EXd!86nbNN^s$XTybw|+^WboF$S!I@I<d*2wj<O+@XB6DfZ|I@Q)X^sGHGQeX
z{y#$ED`NS-eVM+nk0s0`1Z7|sSA2TulIdV>B3(vUCjBo=s;FpM#-{QSEq96l#)<I1
z0U9ALS&G>@&ZB7Px?@KeOA3J$Zayx5fI?H)`3rga&)67ZsfiC5oc_?>a*rXCYU;sp
zF-%v}K0efw-{P7>3Djj|p<^93cb16a+~asVh3vBr?w9`ij;^v^zS|kCk<Z^M#U|~D
zJAa{EgBsFhHw>e+Ya+4stgZg2F_F^DN^;@eKNR}wd+17Nv+bUyAyR$PqQuxrT6L!b
zUu%U0c`Gpok%px>FI`wN_ToaaWws;+ZrrxtjytoP{ewsqB)G%y*b+vZAN)zM5$7oG
znTH|cvc+JQ3)J!Cmai~1mJ^#(OLtROL@OpTB3M&cisn*=!YSUf8Cc6~&!@#tI>cj_
z@Eeb5J|yFp+>-AbuH_XPs+eG~rcpFc6|ZimQ=Gm(QMwIBQqId0K@Tie!Bi+!9_F}*
z{#PwuGR&yFi}S(Z0;%o-k=X$$YY%5-^cR;4$7Oe7{lRoeF7;pWENL0e7m~ZFz5ump
z*_B~Vul=C`4>_BBqXPaRDUYNV3hEa#)YUT$YlvftDnWz?&&$IaOc9qLl3(dLU%%sX
z=E!)nyWPa(>rkp;3=uIdb+)V&O2)nK%o#NlXFRBMVc$ku(!R-?ipS1eo0_9=MPA&M
zWf+LLD%)9vq7iCPh)xuI2_;E{k*$vP7v4Q$)pGu-@2<L*`EwEX)MzlH<>fZ3>~kI?
z_g`K<mYsjD*?sF(tLyW$CDXmlb5RO~-(chjjA+6G)y7znsy-?GQ^pvmi>OZcV7bfm
z)b1R)>T3Hp36p3N*Yj2<nm04eo_5<<bMA?n>;2*#36?HD(}ag!@c}xtg2+!8toEFh
z9Exq67Oxb7yAaE4QB{{hJhRxhc1)gY&3Eg0Nc?P%^7=QMY4WS47Lqvj3T@aYLrJ=(
z$?f=Xl7lFDBR-p@hwm18le<U(SiwW$F8GLLi&3n87k~V?e7I<G%FpM>X7w=1^Vxvm
z3mQMWt5|LK$M941aTm#r#h(`?17{SI=9yHAz8Kq!K|V1(vc<&_g&vL3yIlS0TvWZ*
zZOsEdUB;*7GC!01wc)uO9bOXak#4j2M@DE1mzra8;y$+4K2p7fp5$YsO)3xB*@Lhr
zixFLlz2-B;`W=ZWP)))@THCr(W``g;GW?~B&!&=%)ZY1d1-r%0-dYA1gFS%YlAPma
zs&I3E{d>4KO95XVj!?`L+>Q*y{C$beKd=&JGN~1cl)P?q98d*#hF;FPyKdCE#Qpr4
z<4+1}QJ}Fy%kK2|w%|Xp#4i2IvmMjh%)G|8{KhTt-MUN#(t}0mRDb~0kW?XMl25`{
zK0oiRXr^Uys*<ACe##{N&F{W3Si<&}qpiNrw=66Uh~YZMU;S!x&}Rw!l}$}CA(Jg-
z`kq*JL_dWkVZ7LcwQ)r@`t`;-)Q+}vYTohMRL%ID-*9uOIX>Hp9k=d?v$8fVq}=RY
zJ_kp6^Zoh!m%!tBw3-poi_AZPmNj#(9?IG+XjsXGxskY|gY(ZL^m?DpD#pJXCgU-W
zyQnZvGdio?dL$bL1z!!xnc5RR$EA>zLkBZlREd2o9cUg(O@=TCdK0R30|wQr>lL=i
z+h2LV9Q@#{k2@X@Zng<dew*ZSU1`B9=IWso;!RZoW#_Ls-Jx*Qe$WcXpU%x8u@_wP
zHT&HdZn%Vz5WM$iGQx>Df4(!t!d_=BsgQfI$)83GMfsP$JgU$YA)bQ=(}wf&*S)zP
zO*^?J-sk)?t9-FGxcXFbg;qcEBqt=3NEZ6>dQ_dwPgcoYS;gTr$ELD|xR!b?_A-!Z
z>N^~cH?W74prYs$Gt@Gqy)v%b9V8(dYse&F1Rp+n-^AS5LM7Jb@kNTZ*op86Efhmp
z?=t<mSyP?Sie{^0-uz=Jy3%}MG{-8n>No4Ceni_P1+rb(6NyW4&AA%`m*W>cF8kGI
zMqKK8`_Q~x_Mf6l@sYtx%{S6^fsKMwEs`F%ToN!vFp*=EFj<m4P0?%)OE9g<A0nRJ
z-7d1zqip!xc}_IeXuAl&&LO_jpfJKjcrTNLV0M9$6o?WS-cE#T%QC0P#;vB>`srsL
z3{INER>BD+17)TO{+2)n!8PgPVe2#YTWB|WGmSf7`u<XF?Xxd-PG8_?_<?%)o2&K@
z3Z#ZZZQn#?d0CIeFId(>RZ&sV8$A7&#|9f0ZS=DLcC$siAF9?zf8Cv)q6(q&3AGKv
z{C0_&EJ0rxZQ)EO#dR>~!~8;1rRPy$CZ%z$W~iRvTS+vk(C$Xp(()1{u2Q~ECi(ut
zes8&)*JvS(XS)M!`ImuUQ3;&u)Y~7*%hi)`OQdv}NYxlg4vdm*c{uubX%P@_k#s{R
zKHj&@KFs~?wCAHQQ*WbjP7y)(%2j7xD|fUvhP!JcrWQkP*+ifl4y-+?kTEX5E=@$V
zIZ1XTuuxrccnS{lf195$nM7Qj5S!VxzZJlht`x|;#A`l`;b@Ckks@2>T6<z8nt5Nk
znfTdH_@{JeFWhs(GVRS)(9B52W3QTb4M^?T=qMS<1tL~>M4aiVvMS7!K1!lWocxPB
zN7{lu5ja*^k0Vbu8W;$TGKh2_bBT&yDf+{hT?jv@fCjG^SKLg{p4N1my+hQR^cTmi
zbGnz4;aVc0M6(7fTKfF6GHxOxi<gxf^k=KvvfJF^>5?U@@{|~Gr}2_{zMmiSx8&qF
z1ar?9Wj4>4IcY?DWm@E3SP#^0zAuwFX4nwDD6HAJa!&h@;>Wd%o=@@SHc6La4Kbng
z2M1A=bUX7|)hg>`CF__Y|7h{xJf4(hD%-LaURUucK_*2nY3J=!{%lxs^txyHUDoB{
zckI@Op||;QIrMAHr}5-#{WdY~G5)P0-UY<D^6q=4#n0ak->tP?@r2lTd!eP}Q$Cg6
zOXLcp>X7=kqb+UGQ+Iv(d(78nMXkjno<4M&5{`v~5!Av73A6lw#8vs5z%!)K`K_^R
zTX{y_abqUp=a$P)N_?T$yIgc231wnET&<n@^*r0ZZ?ROlKV0DGA=I9mm}U0SFe#>g
zQJ#J$u0wKgbgK)?pTq{jik%(<P0ryW0Btqpz$L$h!v8d-fBVAElp53kdi1zs7q9^_
zEDcC6`m27s=gDI$UcH?@1&Gtbq>^EIX1Tw;q;D9=@gF9F+hJB*rM|Zxs!mQG68)K6
zZ0nwLCJ#f(l3NNoDTTklF@+Q`8^2Jc)PD9p;m^`}C(~zvYfb9LuO@7SpCx}U%+Tvk
z$&oa8o^QvOO!3rmC_3`K;bDu)U63?{gi_QSXYr&Y%iSA-n#j;eq5aVBJq}w%8oHYG
zufE~&L)VaFR-JVwctz{x_}FbcyUOT&YbA7>DOZ}cej~m~l>)XTzG!1|yU?bjpO4L(
zg1vVSt)1kcY|j~?eo&3;3KS#j2}Oj(vT-*N3n0{PUjJ2x9p*sgHty(kOA`9k;qTw+
z#dJk(x=@aWADbjGwtEZ4ntOvyN^;}UO0kl8%bWv`?dKac>CsMJE+mq7B4Xja^TUw#
z4F2LyJL2`@iSch`OLA^iSqap~p1yvCwC9b%D)m4zXoFT9n)HTd$mh>I_Q?<G@GoTC
zjtkTa;aELr+Bfis2)+*|ml2CinmQ<fkYHRJpLsOrw8R!#^9}zz^E(OYG*k87r)-S&
zs5p_de-eEleGUH>imNuJB-UJncz1R+jY91JHdZ=R`r5O8d-Z#USnPh<XR_ui>j5MD
zD6ZKG>;m|`+MzHqp_#=Ok3Sbs^rRt93eaw0{(1V}=b0-RK5JZ`2Fr@7N|X>)<P<D^
z;<IsMW;alaJc{7QJ!yAkQd#|^ARo$)ULtDRzZ_81A_QmSto?30e(+MGliBLrH*@`J
z@JmGP&?NBy|KJq=H@lgjh}$f4K;pH7@0EY6k{do&7n7CVdH7iPtaabGV*KEx*W}1Z
zOU6NGh~iMZGMrmd9LPdZnaxeNKGAQc>#={(&{hdjODax#;u3-n5&kwUFvG>ux1G9m
z(Wfzb+%G}zmnW|#>I)j)C*!1?rsy3JbnyP&YMI#=mM!AI^*<n@TJz0Mmx|w}(h5=6
zx<lmtw^+Y6<CJLQvNcsLZ!LVC{^KtU!V*tf7-D^s!HE*BI9qi@9ahMc4};m`tp!?O
z;fl)3{Q*>Lcm$Q4%|$^7i+}W`Xnk3GkmxzDTxeww;!?Vd#}YI9NZ@J0Odp?_)l?$&
zBI}SR#2%3l4O96!D<8+|c8tXS##pajZbel^LsdgVwBS3EW6YJOUVDgGe5_$k>=2!e
z;dncNq>)fM%ZrL-V{nwQN!h+<E3i9bWcN85T8=j3L{%YBJfC>1(RGVCtiJrBmCV^G
zLMHRoPo`jZQP3j*js;unqM*ir{aCK`Oz_g-=)zhAeKppR_Aum(7#aeSR+koE7e6;z
zeuMmt#XfC4vNa>xas2+6+EAo&?YB#(yu&)|C-n=>Wz_{Qn($nMo0Ay_s8k0TNzagf
z-e23E`JA=pIY|5yK3R6l%63lC-UwF}w3(Ko$L6)Do}pA|r>BNS{Nm~lV0J+exMWR+
zC99?hS7x_Iw8tUToN;nc)6bD7Un}=4PYL`%Gd3>WT=MX|tJ<F%g)yMj!i3|)qB?|(
zr0RTpd}YI;KvCt|WMw^U_K>0)#pJ-A>6(!GxtY|XwUhE~zM&-di|vMPo6O09jP;ld
zM2^FzpK7f!L-?lxshvDnx@AI-n>C+xOn5~<PW#he)f4)V0uU+Ss*5)=kx~a5>H0-R
zS3Bj{Ud;8#;ar-=XT(dLPnMY8o6!7i5L8W;6mY&!zexQsc*W-Bz2P&8^}Iwexr*~s
zB2%0=G{JxsJEpu{SYshoRhEg@4y$db;X&z8+chUK=X{amo1OCKpDA}*ic?v;*lq98
z^Lukz%Ic76`J&x5A2g62xkmT2c>fhL(Gm-3=|Tu}vs-#ee6z{1@BMCjZ!_3GDUWb3
z^Y!7+pVK9-V0LV=^o|7H+!O^;YQ@k-U;+TL&Q*Vs`)I1!%^nLgP=ieOS37g^sTwi;
z%Qb6OAy{<NZ{Jcj_f{CBaQr42B&5N*eRmjABoQ2q1&vtVUctJ$#@f@Ai~^lCF<$y|
zV?*SYf*olph+Whq?t_;YZ|B#}0N<jkGw1m&S<e{vo)}gB39qLv`eZXU#q&^Mk}m)i
zebPml=DInk-oy<QPG`+s_M<vhr4~+ps<49>eP@f~^kJzDA9vj~aoYGM!bq{-B(Xz(
zZPHn}5j(@}eUsY|eN79qOgp+HF~Ka@%)5iXWh&^@i{xOLdzkrg_d2ZaB`-;)CT`%O
z9}yfDrzdGKoW#YSa3w6ibS7yDvI*Rvi(kDTeR8`R+}^afxh$}I%rjP+&ePJ|hlHxI
z97#a>X{Y09u-w*f&2LXjo&9`{or5Vd%<`w6l<N=)jUm6Hz`F{ixq}-~?P`g?`DhlK
zU0Pz~ysSwaDqor!bIUTNqu;$b!UpP`0jVvs-Q|v4X}`=RG`)^;7gjBP)^JW3y(3RB
zvs$geZd}E}jqcITLQXDvtD;sz!2*)7TsnR7#9-f2R^KfieD+<e!u7Gj%uIA1p?4Jd
z2<x8fq|Z0)N*PTm7P>uGqq>+SLJC-@K^a78cBGl;6~W_iEu#dt>fs`8r_Z{BMNl``
zo*{ufwDIwbd=&2@M6S@-H%}Ac#=X%v&4;f&S$@9%GZ~&&WlYvgjKynq+*Ec;*pemt
z`nu?IViZ@>2lG6gIKl8%PnL_nf?U|}LN6O@FWxTvYm&J*6fq1=(Gz_s{{T&0<~@7z
zn}{KIl!D1v8}rXYYLF<n<7QnXlRhukdCO8oE-e07J+O=*2p+!7e@!dWEbq=BH65w9
zC?6egw4Y_fIbE_3H13*lOc#y0@c*eFJs!Z13yo;$WwkESZsrmKMLIvM_Rni0`HpB*
zh1ozQ)^ei3QHW)V;zDKU`!9dFj`o#55iVNcE*HmS{P|o%!WjBAit60`;f>jzNuNCu
zb6!NQ0>#1|tTOW4rqt7_)#hs<WCT#Gk&&2WxTc0biW51*@(hsfhDt0(7xv5QJ215C
zZkyEz68y%Rr^<N}fY5zQ4aL1TIV4};aqVBoo*0i{R~)x>jv|+)XWew!_cA|o=+jdF
zdA)MUV^=?^(#9N`lnZ8f9V%+Fo|G);JqOm?kj%V}sc<}%zD?E5FsvVQ#LelkKaL)7
zh1Q^vumEG;NOS>SKPILS+O2AETCJ4RLRbIj&5@swj!orr1}FZ6F^>c}azDskrptfV
za>F3Wn7H1t<NQotwqsfH$$`p{(``vrDG5KS{qX#6^k-{lPptH4#ntiY-0}9}&ogyd
zwZGy69|)FcPu!$UWdB@JDCp9KuX|`@vLY;Fp?3&RPxx?NpZQurEo=n2;CbF>Z!7j#
zdclka@Vi_e3h!KB&TI+oLl(wqDL6EWjIPppm(fbsRwL~uiq4ZXtWR@_#P$v|(QH0K
zjXo7lKM<DCner}!@Ups!c{io5SuxSTD@dz5s3O*vOJh!|@Yu0$ZVhqr-d|%I6f)bp
zWL09$D1T|-(c6{wz$_WNda+sE3AX%wzw6Afc%fWmD7$;TK^p1+?WUv-Twhm@5K-IH
zJ*XBbf|364Q3>msHdI0q#U;~1oqx9rgcfeBa>8KfS__dNZPB1fB+^##V!G187uJJ*
z^voY&A^)<kZT8oroV{tMY$&mVrrGgrXgj-XlWdZOIXb1Si)qr7b>^81?UydmR|XR+
zBSo1CZsC5KuxZ#)$PwJB9S0GNJVhihAD=b|mT0EhE`Is4@5_S8*M;v?2{$nuYu5B}
z;{5ki^XVK>v!_5jh#iiI(>6h+!d2v7S*@z7&iddOA5AzbJG$hX3rza&qxy$LrKbDe
z+tqNgt`>79j+~ueWYHh@$()!zn0<U|Gn-mX|4il<_wM{AKDzD#fm<-&QLkxsdIj?Q
zMu}I7HQAMzB_t>DJ6p2oS%Do?(kYJ<b-?SZN;?ZRJ`s5=-HjIYb9Z%U^e%QQKnDHb
z@JZ}UkuZc+9vJ%66N=i8@0B=9IrXQGcP=ITM>kudIhJglo<154!#&43xl8lguLmzN
zaX|y?)&)k9m;C)Mp&YmprV<Jh6Z|W5{hPcGDOq2KLaGYhS}KS+imD3DT?HQYZYZL4
zV%Obt3jdbL1eOw|+5##=Y$zqgTf@p-cGG6F{EgqrgE;d_bn-Pc*gj3ZCum;jTCZCC
zSy(Of5|V&*Jbv}-`X|)$(x{7Mw;Aq)^uQkO?z7Y9C9hankpPkU80LUg%bfM+&=-++
zWc4?+JWqx1GneMpOOKNHn|Mb;1N;yNv{H{auzwlvw;C!;$5yUohi&s4G6dhUI7mUu
zVenZx+5d?r@JB`eh_LW4Xo2OHn?7{=^Y#I&6!%M&L|N#dd$78#?1(r~8E0bYkq2=J
zUG>Yb$=$f=BfY5Uwuw^GIfsx!nl3)E{%=8x<cf6~9X#9CUg#gTMrJUz_x*=Hou7>_
zPYm4h;O7E02Upw8s2!xPCK5ds&lsTZ&=Ffw<+jIGElx3zZm}b;{@h0sRpjC6miaKs
z5v)!L)f}G5=m<ba4oH;be`R1{bTFR!aujo$(byUI<-=8tIpM<dOsR8!k02poZ*EC}
z_3M#OS@t;tC5!Hq{TEx{?!{C0VLg98=0(4Ph$@x9NIng!h~2M;p4J3v9oMrK3jz*r
zq1%@WQ|#qt0&;!%7o)}B^e5PB9#u7MZ<n!RrUWb25t&U+(hBBm)>@}*{@7}R)28`E
zB%u-|QFf(SnIKJ*il*`nMTSUZ5E9{0Sc`Tiw^M+l5CLDk<beK9y&WC>d#mw+5JFt4
zGYSP(w_l#CF9SbRT&J_P1JY~hzZq>&HsePySCC1D^;nk_xyhNFW?6L%Ee$r6FU#q&
zTM+vtHsvHnlZ<o`$G%5T(t}P{`mEI6Q>LgI&8f<>%~ibIE2+fvxSlA@u<pWcH#4E)
zu}BxlDM{?+v9KEFd8ofHhG2`k`45IQ^Bu}#xT!hSZSkeshwT`}H&^%;0u9#<vn}2R
z3Y^vK-g8g^9)@%^bTO0sH#Dn98R6zDA7H65$vDW6(nef#zsl7XwXDi!d5>_2jtgO2
zpA7HdN7uqX>8k#@w-XwM_|kRKbx~aAfpPK@d{SiE$|7&a`jqoQ5yzRkDF+=ND<)33
zL~##i?>Y5f(KVIVqzxW6^;wPiiAfzrF|l2FfRc4$<K$P{sM$EapX$GywZcWrM10p+
zxh5ZV;tt+g+^&x1q>3kilY0&RA%fSHts?y=gVKzRsk<JlLEJm@A50h3(;MB@LJ)Vh
zf?Yjj(_g9etL2H8<aB3j&dg_r<rY}Zz;wM%k}=qz;&thP?=3CzkzwUG(=hbnZ6U0&
z{i%yVX`P%d-^WJ%f8%ltot|wUdlq2elf}&UVm)sj9qQmvP7KLiAF_*=jTDY~d{lKE
z)TUTy!M*#m(6w=~{Tt>PGBZlRD?X;~<}K^34bRUie7k35N)xLRPF<0qGS0sdY{<Ij
z`_yqdNn4q`UI&nBD-U9<P0`TU`^}fioftgvBvrwyxFMAVPIjL+7A3ZKG)&!%>cv#b
ztE;2eQaojTMk6X_>7O@sJNOCf=5{wJ7gjKSM4-OHbcFwlck6;n#_}Oy7N#KAqDLtf
zq$2z3ETbJ(JgNS=X%1#yIjLdfbQG~TQ3z$2j7Rqn!dJ0*ceqn+Edv2d9DV0VruSxf
z@Sh)kRY=$z-iHYdQ-Ub%8rhDw$W%?9+5468I(^X6D<}zq9n-(n#J!PfEVzE2&pDh{
zAKOHf042HN>`}RY@7sh7S#uLpr_MWFEPaN^Rp+ayN@8-+F1`B`;Xl*-pW_c6ky5&F
zWppDyyT4ytB4yqi@$#oH{naKful}YgL<#M7aY^D`v98X>*Qnl_phkXGdUhui&2=F$
z%w&BLbA)h?F+(ToN`jewhHwcFltY^hf8*bD(%#loQIf5K`^5dZDDWT61x9}j5jSj-
zq<3Yh?P2!i=5};Uo_~uwXsoPx4bESZ1KSB{giqtkqN`BRh-HhaZ)*xsN?Mc5UrM$t
zJp=vU^lVf-+0fOI$-<U06K9s%=T|gIOZ0h`=x5EubQtZzpw^>*)yTa`voso&IGz@^
z_HvzVpIxgyR>_D<zuQV4@Rm6yyK}yeh5w5pTV=X9!yx=2n#+zhV51)ee!h;QN}i2n
z=iNFJ(PdX|BGM0(ryHgYJ{R5XDN6lDiXAJ-aT#J<mMB@j;emBfV>nh$uZa&Vx@(<7
zS|)qAC~<Kp4<V}<5r;xe9$1R<eh=d@CAtoLOEUXQn7p<>g^s;YYL*~k&T$iwkJI7D
z5$+)?`PQ)4&bRz6Wr9`hLd+-eqG__)R?)94cDtv%v3c+3y-S<!BNvg1s1+TxGHl5s
z-365G5>th_MN{b_TLd4v!oJ4bo0{HRIyOhLIxm!Vps`%SH-03s5e3`%<K-U3*rY5(
z(Y^ww73ut#+}Yh+l`K83uQ*Mdtr5kJU}?!taB|W7`LUY8KsR3MH<8k|W<P8MfqCZ>
zjXn?4(U41I!2tyYYL?b33Bo3RHr1=DntI*H6LJfF%=g7A+3}lx2o1Q`m3HRlgar`_
zoim^GEl;SOVYwCT>QywYg?TGF?Geq$!V6bN98V_JhD^sW?Pfw7Jf^d2682lYyU}&J
zpRYmN!02OSW6X!)dA{$#;?zAg(V06gJ7(4pg`b7L!nLtH^WQbKzNFi<ytTnYFxjTH
z#H7fmGZV~p@FHWOOLHotEAQ^{ZT8nJyY>hv&7QkEI6id>rA;&s6PU+a$_uZTbBgYq
zwHYmi!l<0^`%@D!ZT{Os_2p<ejS%m}rrIdcL=mb0Q|Dz<JD{eww2oT^)1?B|1OA<A
zUxV5;H3n3{h&%#*Ql>X;n(XiAAK0IbR#w*Uc>*_`V5uz`!dUB~V?(m27E<#u9InK{
zl>0DaM?~fCU5P2FV`v5)ax(iTteI^h9mqk)^zAr_#lLgUP<AgxTAFeTFNGV_1flBC
zX}b}4jyV&5LJq@U(A=yp&NJozu=2IK!?0PJn^T)`pT=!_{wqz;GB;8i-djRo7TsVO
z24TlUuvRKPoUmjVt8nibFmzH%lp-Ht$x0f*CR3oj&Tb;I6!^!;a=u`xRfsLDO`)>`
z!me<#g~^}BFgN!pc~+5X7Q>~?IjU5M=5Yo;DbbtOvGlVx@?VCdX_dx~nh!YU{`c$Q
znj`<TPdObP4w7W;(xX=bdD^SdJ9G=kucc(s&=`UkqjW#OKn)ClT+3l;VEQ|?{g+QJ
zvg{7hTVYtdk?$}i(uQv39lqp?<fZTi%-?MqM@bpit^yq4IGj3cYx(Ded{>9*#!nFX
z_NLTNcgkA5v(Wh{uQklq>Ahf{@3Vw=P!u??{k!xQ<{;e0ve6}=$XGtsg(<ascwY>N
zntR0A8Hypz?{za3ir`KSs=Q}C&iQYMRpY739h8w;JWGT+>o#N8&7*OYWm2^zcFmPZ
z3U)~#Pg+%vu7I^lS5?C|y~xM_3v>>0GDep3!Z{mJ<8u2-34){0RbIT$E*hc31w3rK
z&+rRpo?80{ee+WYDs~Ih%^0z|#dr;W-xNb~V@TNS1(c!V3__ZE7E#1!b<J5%*DaP;
z<iw|str^d_iC$A#A#)>JF^`Tb6G#Q6N>2WpPh_L#uQHoktM03&nuhu^fT(GWJ88Lw
z8gLU}(ePNi8U2@J2QSL5Ou#kkFyrLxZ7HYK4=>IEL|V7UN&LfB?^5&*kpe}T&@2-8
z{Kz6z{(FA!%~6`MB?-Ml@+*}0qLkVi*P#ZawZd>v1wVuYE~DkXR90vjI$p{_b)HL<
zbya%bjB~H6t1dFt7MjPBhH`L!Q85=>i4@F_Y^coBmV_&y0Yf={wIlNcMARJ-q{w^d
zpZ<~BHV^A8=WlXo;Prq?R9Zx65iW8URW*wKDM?#os-!^idsnMd*mhh_9ZP=<<ruHi
z{dDy^fxieo4W>h5{uu?6<)eQ|rOhuygD=`_>1|M*%i;na{%^|We$^h1$nf$6NsS`}
zXLedJ^A%54(WZ|f`xRBapZ~OEDE^5)wP7IVNxqL!{G4DbeRSE3M$z;B2VD8f(5Dii
zwjN`K2jpcmvrj92)R9J`Aa}2ibozVJK*2;#tvio~lgEffV}_&K6kyHztZKb17lF_+
z$M0|LmpRR=<-o#L+$UW??_r81Yb=TL4z;%2-p!qGOCK4-x_bAgnx0$7P{NH$@=b*-
z&il6}A~9|`KkZLYOdQKw-SwPm7vQn*^oPU=kPl^7zVqIzs(mk^Jk{`;Z%)I9n_oE>
zks)KDdHQQRsEzX$Bx)3&wPbG9*9GHdw6RLZTRhjtuEi$2k5LhBcx1P`ABW!@-8S?7
zB}*Rs<Ug=Je9c#GBTk8f(jSChkFVUcKEvJHDPsc7kx8T;U@~o}DOjhWC9`RP`;qhg
zpp&b?)5>u#GLN^(zX3FoO?Ag8>E<zVyzh?ef4EyWC2_Zjx`eGhuNDuZ2GT@<ZVY!Q
zg}eBfosNM1?i;{=p|igQDmu$lY;zxF%iX5;42s1AA;^sS9<HaOQnA2K3uBGH+Uw3r
znBI6UBiv%w=BU}|lO6L%!vH*j&l+7^c>XjVoZ}k{`Ah!6FGvKcmstxWTITSzRtl$o
zBuwVsuWW7m_!Mh2Pn@mPFWo6Z)lQh+GB&`a_;`A$5*B<9J`JTp$|%#HNzr8CQKcjj
zXW>z~d}ti>|2pfE6bs<fN?%zU1*he$bv#LDU^Mh+#U(KTWK932IJ=(ahnD$@Y+$o)
z0UZp@C;YS1es%T~Cm&zPVbd9=%Mzzpz`JgZdg+yg6qrr}#SRFTKVE!whvlOUS}q}R
zg+9=p+C`m{xB|)#<%#FX2I-2VxMO*?g=AuV#H(d9PvyZSXLSf=ZgDBb4le#9ECnbf
zA{Gtz7t;zz-#s3uHsI7I{A3E@rh=7cY%~j1Ai{hZr)}2R{JF%hpmey@*^&MP{lvYu
zJRyhAxv%&p$*HeEQrS^;Qgf|iIujwAVXj;{T5_i-vSp6-;!xo?T6VRgb~yCldg;Oz
z7BTt61*^2IhOhT^H=C5L<s3EmvQ7Cn7JeztyMagL&od3&b}VE2iVzm!wB1Kz#O6U!
zr6rn{j^@%QcI+xX7FvnHhthm)Hj|FUvTW15+{iBLYsv%$V^YoGZ##1W%*8h83lu_{
zE%$ffDT7hh@otKopA=Nb3))<#)UA8jR@XhSN7C%JQTfyV=+ud+ZT}URCuXkF{DFfa
zL2t=Cdg{{<iT_laaf+^6CN_V+J_48v*5W*kB`Vpem;CXaN`l*d@JtOz+cShHw5e@G
z#R8^{QrS`{oyqe!S4_uOUSR#QMpkooeeGb8$`{1R?A@i8z`kYvq6Bn843v~GI62$|
z`1l^@TVm?6GBSLQ2k7lUie_SDv<rUiPpcjRmO0?S6Z5_@C36YbNwpK`vPHD=dzQfy
z0Nu$8Fv$awAd_^9JkRn!qd4k@(I<Y`wM~|U>VRuj7ac7pD?9d}W8hayLe62}IpYcn
zk^`9mt-BML+uCqYCe*{5axgWUMB!I;FRD|rFr3(-DC@SoE2+C?V4^~5#z=iD^XI5%
z&EBH5q==w^mXT(7y{rS1nxT!+6OnkRWfZqgMw;W_;MYXf_YvpoSvOR19iu1CXEfp7
z27^viVaNLo4^qz09?_#F(XYf#Acx#OJtam*e-qulcMh$dLxj^UP@Smp;X8IM%pRE@
z%s<Jxv|u0&vRY}5bqfQ2rM1G12t479(|T}5*|mIiP2Iqi82B0k&Dh~>+mt=r{+x1Z
z3k={Y0Jz0C!<A(~0h!XOK2eEaamPjX2g48ZrbCtK+RLBfD3NWE;DqWbyxW&Cv9aph
z`C_H78^4A*ic7G=Ly=PJS0>w*#wdHYqa|f^<Sk=jWi(nox_7d(_|uc!EI_~L6i-gu
zVBwrceKBWsV{luom$Vt1Mpi^nDviQ?qgLlOdk^Q^@b6?jcLd%`;KgI_-~g;`Ung_}
zT5B&Z%(LxOzEsZKJ(#rJfdJnQta|!-fj3{OfX`~vJs|4>Poa?vE+wFseFhGO$yr}L
zeTSAG$#N(FH}sXX3KTNOe3h|58|?X(ruZv!b6p=IY{bHPYt(YHySX<mD_%UMGLR8J
zyA9J*bs!QR1ZuS0%&@W;nvLfTteLBhC7Tz#pG2(fk+5_qAYWBwF;Fv;*ffP7tJ$*}
z&tf05ONu)S$L-u`ZJ6dwy_jIJxy$K5{=ne+1W4tUmX^T(5V!_`sU{ah4{lH!1i(t>
zL;Mh+CtiXDNDR2PR*mjl>KtJHC7@aYy5si)h9%vk>QK>%o^<-mEwfVzYb=q0w#e%q
z^(=IGqdg>4w#=56LbnhQaV|t-uVF`u$&U>{CSg^U73rfj?KszXAF#)sUe~cHsn$0}
z{>A-Karz>{U3c8yWWw>UES}-^H}^rlpXpbrzg!mK@bMOqi)U-K;@6)JzJGcb<Pn(~
zhUF<$Z)$<4jEZEN@KpB3>}pm`cNL7i0#Zz1n3BzIg@@&TrCDnzrK!0D2(>*uz#oN;
znK{nZpXTGoLqMGcdQrIKHZTtB0~nZ{&1pyGx(&8kJQ*C42R@fQ1rKy+A8;AATyCW2
z;(CuoGLtDp23%6QCBU2|`G??4xlLc}99u9-25=>Hz(AGPp@pb~_h4q+{oP%xi_6&Y
z7g>JZMF%apbU}OzU5m`4$|-p}c2;zgOA+~7I3EP0-QXZ2fn8NM=DBc93Cb7IotDB_
zik_9I8^KCRQqHW*R;`BAlqiK&r}G{UUY@`R_nxCb1kC@qMFVBa8AWd|nDxWQ$Cn!p
zH+~320lCiXfNKwio%rr710FnxARA%9A-L@juGp^jx$M*!VPH@m@D7>>BM{7GVTt4z
z85x1slQXA$*oKK-Jn;0X{Q*pHdxe3T6A<(Ds6lWFiPz}#<ihG5%k=~nPdPMz#f;)K
z4&*;z5YU-URSj=%XGg>>OP6|vAwy&jU1z~PLCw6e!wXwx+mFMmoM7_I^rx0o>L_z|
z4~r)uhd<un4EUFr!<04#Z++H*Ja>28<mB`q>vs`MzOy193V-dZq#z2SDt_d3exDj8
zD}h?o>5SaZW;0^=6C;E7j9NomO++nX%^!ChpB@i!>CoZs5oxOR_4R=YVuM}C%g^WL
z_7=`*9uRToMkc}3V08yDbu?$LTkO?eGfC)oPcWG1_C_BzZhUo>kX@f>4_rfVJz(X4
z+!o0OXgYz_GyJz#%kCUxd^U3moQNKsXnc;pfcXx-<J%Q5F)^X=L%e4g`26jkyMm!7
zuiB*R+<Ty_zO76iT(TqD=g-38lX^#2e_m7a>7<A;y&_uWvKzImg9p<tGp|v3oB8*x
zmN#-II;OSajHZcNq%~O-8{^9ldENcnnM;FkvIjaD&y36$B8(`p%^Y?h0)|C1{+&es
zBQGzfzo$p&1J>V#nr)zK22^<Pu9tyr7cBC-H(MwK@XBp^4Pad3!Ol=TSj%wwuyP#j
zk<rm1!z7`6XUJ*PGk`Pw2y1}`)bf9Tyk9RHEE4bgs}fPNn)-Uriyef2WVY}d>dp?n
zF#%6~HNcAf%@`>Y(_6<MiHX?l{swOI7Ie|ww>NZEXB^pmyk;3K@JgWxi3;xvH+ZOg
z-)$SKhklAbVRBjf-4wmMq=l``ux{Jwg^cB2)6`C8HK<IWizl(HvLEFChb6#@aLbHq
zZ1PN;B_Lg!U~!ESG=(~l<81*mejPa6{~H91=03<7hy9UM2jIIIqYktThDWca#IJ^%
zX^imfuFF7jf0kEGlKh(<s1xUb-rZuO+pijRnI+!#Y?yn*w+ePV8>kYibi05$tHEk{
zZhqbcSUZuNY)rrM^M5?wEZg*$^$BhM0EX|iPrkRX75~<74?G6vjpI?$;Tyi~V7L`b
zPL@FUSFzu6HT4GnLT<K0F%r;i&q^=+kqMzOVL0J0BXdG?!5b$QY4Mg<s{W~KrC;lm
z(+CQ@1--E>z6TI|&M0b&FtUs$WUJrIHoaQL?%>b?4{&TzJX3Za9-iV7FtX||I3$2E
zg0B<9*Y<@%8GQA9aGq9k*wR_PjL^HfyVo`W{Sq<I;I;d^LV5lBN$f+X)rjml=?{Z+
zbGnX38vyw#J^R3MMo~>$yhtb@>wxO}cm(E9dbEXJguXl<k-*YXAdaF%s+QjL=4%d6
zFCfl7ho*B`6fLn@@UM%ql&Bv3j<?P2STY^_ZJXtFe1P&mY&2EqH$0)SMXxUtDQ^dh
zwo)WVtR58^X|>+TH<Jm}{m9p^V+8#FeskIcagYfCPM5^=lk4Z^J+!$%2t#9I^VX95
z!a{$FSAPJTp1S~%;2@xaaCdX_(}ERv0m0HgJfIht0h}z>!R@RA{a^0b-;<NkKr#Y&
zPfq2_b*JJq_k8jDmK%r@+G_jhM(0l9h>b?(7b0m6rNoh#qrXOhe$BWjoj90V$`1Q9
zZG)FTT<J6m9N<*AZyx1@2mk~~b1|diO14(Qf?y%}KLD^nPre;LetbYc04ssY8a&Y}
zSFVJL8$6P6ad9(e&ICsRABn}{(9lqjXTydKgJ*X2>ec`J^G}NwEpl>lz)^rpA)H8?
zHf`F00|zwDXX(<Vtl5-s{V_n5fi?>Z3j=Qh9w{Xy#n#pqG#=C<K}Nc}yF>jB+z1Fr
zSb$xfK7AT?^5DUP?%lhC^LZy1QGU5_FSDgIl84F-t<qRg#>+&H=<~XM{`8SMckY;)
znhqE+fN(YIk3RYcgc&S@hy42MuR+2=MH{>;)TaIY{U=VG2p@s^0+)O5-o1#3h(Ut}
z!5*$$xpMaGS=MYyI0@IYXHRg~*REX)4h{w%%f^dA4f?asKD&GOuAiS@l`2(s@7@h^
zt83S;M~)l;|KGTA<I9&XuUoec{y5lvz{xv1JHN+8<rd~nh@Kz}5LUb{aIZFRL0dn8
z_12#IR|-I`6qez{spY{~7dR6lH!4`s(N?;>iCt8=n+x?_ogPoEQNwuBxWOxuA3dW{
zwYRUovM3x>zCfOV`eKzkC|R;(i9{kHTsK;%rfu7{4MZ9|!thY1r>A%9*zt!Set=K=
z_U+rQT|2^!dAGE*B%Fl%<(FUf?%m7w4-Y<6<>t<v3*~3docZdjuQqJh0OdDs+%PgS
z0>O6k=FJ*4YOpaB;D6SvSpyE|n{U3EK7Bg4mvQ69oj7rVaKSw|F*drY!joU99I<Xc
zoncegHy9dPSsFJJG<9f4uH(d8FTes;g9i^@yLK(%`U!(u4hab%TnFZP^X5T48r&n)
zyTPMIM@M^jc)&+cQ|{ltzrDRZEJJl0mce7MU%y@x;e<-@s8ORp-3=T#@TZ@Cx^UqF
zD+kTSM!Ckv$3r=5jor9$BW$kuv)H+F=b}Z6*!plLnhwwJ#KzMbX%-PK1XnSJpuWL`
zG*gPe#z)vDP%vrhpl5ET#K}OV?hc1SPOah!W%Y?ub?2o^nn_~$6|oE4>&%SngyXdH
zGzfr#x9&;8(sy`yd4UoeIdUXuC)NfU6chwcI$P)P;lm?FjOf>|-;NzSScym^TDWi_
zEX<iRhxrPq#El+3nsC)R_~_)xlbS<->*&_4+t8syq5imO(<aSvhYT5V@Zdp^h)`kN
zvSkYtf&&@O0gebxDJ?Ax<R5DY$jHc;Fk!;`B^@e9FweR?;Sx_0t^QNPKpa|SGBd8L
z;g}5vv-1kDDYasADdSRm|Mr3klmhN;R2;n8dRtipw-4RWnF~4@qJCrIjnL^(O^9>t
ziz|lPI_zvBiso0ufvB%_eWD06aiq0tLj1Y=1p5P*Ls-@L*v<5o(kQ-Iq4PTm4XrFq
z-KN0IAwKxfO<g~cdI!{eHT})Bmo+n6u?6rXn(Vup^t^0Ydn?U;G-#r8EbS*LO3uj&
zHG9zPP;*=*$J<{BJJ6K4DFS~cY$|yC?PVcn?I-BJ?dwM#X54(K7=@#zax%`B*CPuW
zPFk?4ktET~F05j=qQ2w+!!0Bce8+@Q>-Ig#VX1N7_JLyQwY8sO?MIS5#l<`Zdw8|y
z#nU|L#iqg1B=IihJv7JClxq&8y?^cX-`+)(M+yp6>Cf^8E#J)-N9z1`LPOJuvBB3+
zh3ViLckfBgdnYYN^cI%LH}YDfwV$=Xud+%wI&rFCdGJ7PLU}`V8Vy~GDBT$sf|J!J
zj#VN&C$@Bm;)x>6bnT1E+VydH`^~syzy1fVgXcr%SB_wFp}I$%H@A=B<3y-vmDQeC
zx+PI_ww%!QbBUBNbfPYmGCe1K=#HVn0Cg|8%F~egf{^nSejd{8>gx71L0l<Me6Qa|
z^_$YkMCojpwZ!&^g?<ghi53-TI@GsyeIoU%xqWoU1#!31vvvKjB5#WloSIT~=I&GY
z;rNnh?Ei*V=`DgUR+x(;k}o|Xm|&y=QJ|!aDa(#6vk9`X_O~vIN>#cj939%=ZPnUO
zFn#j?;=l$q7*)zZ9KB=^u_}2zBKn{2k~xhX_OuXJ-uz3Z^J$Vyo;2QR=cz*M4p&ZK
z9T(?rNilawfWIx2aA=j>_-vrPBzo}5y>CA_3(<2}6YA+lr~7X0OG9v#Ou4-z<gBcG
z1-1bl5`Fs-nW2hi`mLNQ&PeH0m&j{eb?e$=L3lGsw3%IK<r&3L-1X4}BN66eMRRG)
zsXI?~{m3H!4O7~?FFq7FMboJPDsCD>G_<!g_6X3rj7YI6k&a2nxl=0ug(}*&*<r7P
z^(O1ek_hgNX6-Am^c8*|@P%?QkFZR?x>i$VYwARBDwz>+uK(9xi|b2vTZ%$W=T}nw
zrZ$%ER}wXL;~`x?vdDkHT8Q!rlvDhV@Ej7@Tv|At7Fs1YQ+3|*FrFm3+v0>v_i0XV
z9NJK>VIjCZxA$}n=_>FO2)!$H2#y&WnkoqD_;+AG;%HDPuY`d(V<nxUqI$~WfjoyK
zbFK?qCAa4SKol8s=Dw~UT;xr#Ce-khyFAhJiL@$p1q2OE>k%*$NARWbvqO#-DplB`
zTHeVn$es~5!+Nu|t*>n*Z$;IZwU3~spKyR*$Ga<RiL;@yay6$KbAd;L!iBsUUcR46
zVl6~ryh{HMsJVQ;II^$juAKaL%h-dI87u^s{w#0A+WmZKtT_%uMMHbh_?#aT%HtHL
zQVFKJEVr-_T+H<t+aOzOA8UbkB^`zON^9#UY#H2nK|l}Xq9z5-#wy(_t1{AW#L0wa
zHg>F)w0uHc@h%I|PF|(gZ!Z{4_N&;i=PE(hr<c(2^-5Lnp__a<ib2<R3mTgK8TfN}
zG~fXlxn}R<EH--}y0UV~vw~-nV<roOg*Lu6g331v^_3<pdbJJ^bP4|Q(CW5CW>Bck
z5m)g8adaT6lVQQqHhmZDG{a8duXKQtm_ADrGqUor8;O3B`Xr~vlHC?kOeBJa_6lR&
zLd-?s<_>Y258op1lCd1oD|X%9)i$Ip({E_SRGh7kz%r=qoWP!$?&gIuLuJL+Z<;wN
zYOi1J+(;B>#y#w);$E@{OKJ3m-82w~L%Q@0_%rf~yU2HlHxudnK0!m%M`JGCLZaYH
zV@IyroAwL?apjWif@~Us3lic$)Yl2Qw!T)ag1bbmZA+weRI;Kpak2`j<<wWFk{do*
z+1th;T-_C1*WN}iEsSp;`_1y*kDldm^EIIB(<82@Wm(B$&BO{mN;ovMH=2bg!on#r
z;$*6>pIYR7IB@rXO|Xr%kF}LIc7c1fS$hkt0tI8Xee=k}oJ%lbLMPs;xU)7CI+_r1
zl|L4(ZfqB2Y8O`7rqg;`6NU3d3JYoUKgrh!Hw&k(A7$h@vp1dK*+=uR_JM}>UuG^=
z@a$uLpc6pn>-xb(-i<<4;cwBu3H${Zf_t;I_Z6B4we$1oL7eKUShPx3@jAu9<ru1D
z^@zMy%Br7R+eb7LMe?~B?RD;C^wZ2h#Yy9atxA5BnM<%IiQbTMJHw0<*q8_o4ef2r
z9G(})g!r?VD5;!rDD{vafJzh`h5BX_`Uq|O1l_jvzwKd0xZeJ{mRqHv-;9XNggBcJ
z*TzHT-VH_Z=GX}JM&pYj%tR49ab(cJ8w7jA=?%XJ9M$B4!wLu*+J74DGAfQ5xpsd}
zexa@(U*sJaA3a{+i$hTVQ@?@471;O+TlouJwhSTidMYP2Uqc0p!Wk*$pAg57gS}>3
zIK=U}KS3TgMZM9?B?_KH+=w;%9zCON5EzKlE%5zcf0SkA6wMb$@ru&<qM@O^!A$3e
zaTBM8^X+4jFFn%rLyWu?DwXPB>Or9|6>k`Vdm9xe;FA3cf;ygD)s8qC(zI!`Q=IN~
zS4kL^qcmlTi@{^hE(2Xc8j0i0?J$?`e;bSQfa}|Ol#a^B9C12?&4}u-;}l;Ksrhfx
z`5l6WrsoDuOx@o=toVNIJ{*~)|FGX^V$4LLzfgdQ;NC^ZwehtYxAhy9YePDDs9OB!
zT!58~ip!VPBhGb}x;r(J?rDy5F}$^z(|Ky*#;o7>I6I%<sC?a_RH+_h=5}?9<Jrfk
zr_;hH92(kN7@zeTolldN@4564eV9JO{$ehqU+5gvSr~{C?j4Lq;e3Rxd<CI?UlBPQ
znpy!=91X#7(}z_(<MDMTIn>1>&FnCI@z&l?6k#q3w{%L_eeoed38y32h~O0omn|J)
zc(e~EiZ?X0cQ96A=ZhnMSa(3zPc!l+@|84JAm1;y4zR|C)ORu=3&i<Ze;wQ-V_6%O
zyaHs0qvx*z2`4vFx;2w}EUPcx-P{hR(|Q-z2NI5(r$(~<WG;3F))7jj>Ty>7u$6oH
z(l|4m5fu&X9Ze(QEbSG0E<IAIurjKTaKDS{e%Ad#{|*uc37Le$DBL@#IDwB<OFwJR
zfIh^jPJygk2jYrOTUM9Yf4tXojH%=97LqW`hWbv%I$Xh**2XF3`lBpeKjM`U7J}P+
z_?D$K3gd5RXzyXHI~@2iGy9k^e;*`V&jejR*+_8;lm+nWcgD}g&xYzZU)_tMa%93H
zYwd5{GqB6q^<9bFkZXc0zbej%4$6?#e!8If7>`Y#N#ZR;VKiy2uKh_lGS=aW_K0(c
zU%&f`t{?Hr2vkdR3zWb49O64Bn2B%{0~*>pn>q?7ir`D4ZRF7huci?kpQV3*uT!d&
z<D<q~Z?d-W!AViy)2w~0ECSok^ZkNIj0$DtSHBt4)F^QN4z(gy&G|&K%Tg3dgBbI5
z?@!8|Q6VRa=<c5IEDzgK%alSc9bdw^`!tt`NMVLU7|_r@%=q>(_WzzDIO&X@QK+JS
zE{V4iy99R;`0HK>l}BSa;;do8&#Kero^k(lCr)*g^19r7Tjfs3nQ*C5YNao3+g7IF
zasPd$Tr6GZKBT;wBqr|cJzYQOl?#=MrV|lwKgE~rwh%|)C{#4G4>4K^lEw{Kw);^g
zoA_SWPdHKpNH{Rp1FqIvtZn^lbuNd>wb}Rxng<Af^Y5Cyq&aO)Et()+*Q)FtLU3FZ
z&X73N@mk^4SQKMs7iNm17~a>^-<vq{C$1X_QZ}&eIwx*E?zkv{FOH=84O>ys(B9Y7
zH6T$$E613S!!*}r0k);;2Zc%+g1eA*VZgQl!ayNTiu!>j^cA-E6Sm&kJ!s<>#HB%@
zbNNd1TO>H;hBsDx^VxhZmAxI#MpOc3E(*W=FjLo$du2hTQWYqbD-tf7$#yrFD0r9)
z4h`*t&0HK|=9Dxu<V1d<s!)mZ2I>V$75yRn&iK(@aK6|J?!)vOd-WCw0|kRNeRapv
zlE@5IbaZNYnsrMht4o~gj(7KI#wL{1wcn^9CQ>-;pxsDtOnzy@zTvwWIlVj*cq{~`
z^Isngt^6BJ%Oj5LydXB^b_OY$_XN>7nR%Ii#QkBr*|x1;Tb-+*@@`DUwe=BL1b0{&
z&@0cikxFh<PV^g>%hw6?TdmmTQ=86@Xom5(5;RG4H@C#xe5|^b5lI&w@TGC)m<tXK
zt>nyH6wY^uUz<dS*kc?{=df1Pl!qxDgFEU~6RMTB6??V%hcnGvAFG!OUs&_?AE}qU
zU--22tgW9_`^`PiEo(s>3{>TyN1QsBZ=u|T{3ZO_IjE^PhHuABb6h&EfMs|vogZpC
zFBD$2O2TLfS4fvRd%mXnqp%m&pZ`Lk_NRJeqKKB#$i(vx2=)Xneew%c@~|`Jj)|-l
z6%7roM9e~>;5#JzyzyY#Gd8FJeVOj@KjUw`)mq;|a7<#+?s>u10>9^qOBf)e$%li4
z&kMZ;Y)w{9Kk|L9-vs^wS{Nu)?=ax`r=@B(KEl?4!g*VU<S+P?8{k<EI>i+@)g{vZ
z{pI1%L>$8_{U%hZvLsP_X&m1^=DF??Dc~*NJ{CTDVSRBF6w;5RaXfJ(@A>)>>h(nt
z^eucOj?z2*#+jKUdiLfMgjSt&{mfT%9%bfz?i#D}UmOjs;+dH^qNQVO@})<Fx-#@-
zIwm78V`9ui>p=Y)i%KO{fS`qE3xl=>RqIzZooQ;l$=Yh8709;6KQ*ptR<n+v4sQ+*
zv>7e*5w!GbX<%zm$Er>(i(0i>)Ut4~fX(Sg{(`2zH?3t^t6sl)pyFDuYu#u}BQtw5
zVTh2$<x0<lK0;exVT-_ad)9wJqy|K<195OxhAKLpeeHWI`uB9%P6wjS4=ueA9FL2t
z@g&hkUB^^0ZdAvrH_sv7bk4tgNzA7|d)2h)SglbD_((enXWV^UwZ@h;%sW)A`&r$-
z(?IE&&I<*#)_Br}+E%@*Hxqm|X#-yx+u#QmlRlGp_OYh(cIw>M6*JJ8y_O_C&B@pG
zLtpWst*8$1n9dgstz-=zsOA!dnd7cSinADk(+AF{pBMNF^r{t=NjNJ%tClNUn#;{i
zx|=lmv60Po8z|(><r#G{vhuNNy|#6$<*jHu?H}5@+UB1&tyj0U^0jI<y;)83npXa_
z<+RP;ZLEW>4Xh0;JuN>O@=5bW&6~|^_Q{}6gaJa<*s5t%EgiE06=&rq7`FB6T$hF_
znGuocXCRI>p_<SvcJ?*qEp)GEm(*NT>VJH+^;4wybgXCnp>{P)g?xtua1KqU2Z0`I
zIC>FJ8rNj14{IJ})@=5+rZYpJq)NReu$8Geve}$}&7JoecmKKGz&}43AvfterRl6K
zwOV$AooKewuYYiHWE+R5u#~$5djgj-^ERi@*eqr;L_;fSGZ!nsmG$)4bu*358;Cki
zhp33k_l&RgCjAP*F#}Zw`bxM-SbsqM#$y{>Z~H%c*8$el)rR}G)~ZZL)vD~3kO8=@
zd*EQY*zN%dQ$@&v43@}VNtm+5T^D<UidyXy7tUJi=+?GY8TUWuUO=?kLIsl4^F8l#
zpPQSTD1r0kJ>PggIv{nbQ&ly*HS|LC3}X%3nOIgw!Ze2p&PT2sIl^KD;Cq0-fp?(o
zrm0R=)!3pj+-kU%zt)Gg9~wj$n0{i~SufYOL=<+XQVg@HIR%y&Ul|js$*t0Ft7rr!
zc<)rSqiImNHm5|pU$o#f{9qt%^xC*V+Gbk3a&3O~uti=fQ&x`Il=9I=iDvt4U25CF
z&8uSu=}y$xdO(X+sJZ>Hj<9~HIa7W1di8mmM%Z%H=eZ5HVd)6#G}*;OeVtqZFbZv6
zg)g2<eb$T;5PfBj|7@lUOVLnN1cbf-_+HS1>LRrzUn9A48QbsAes?_PNXu=XYcD?_
z;$wh=QFl{^EgS|YoXG(bYA#iYq@*@e4X`qm$tpSlI<$P6afUH*C-^B0;|!H(N`T;j
zI|&9z&8F(|bycURj@d9q!$)J}@{wc-S(~K|2p&;N*LOs&b8xD07Hww!$3Mgxw+U6`
zkG~OJsOngdN^686Gdy(!r%sP`q#yWOdz1_Y;-UeC(+()t;n%3o+dOcbv9g&J;A!gf
zT{Qtu^M_0iM&Y&}))v+(nJ!VEzgZK$9KX&g)bQD(GR;xRWYI^Pl9lL-#(L(Ba^5k<
zJzI-gLNr9k+~ajZhkaZtpnP#`?e|FDyw9wyt*x~2z80sXuYa2e2yZ7e33U-}sawvu
zKTwOkOzrAVSE+fjCv1O5;c}_N%!iG39!=j1n;MkJN~4@dnH8ChSwBW)l8VVe6XO(P
zg2jP5wOCq%4F=Qq(E&qy-j13>F*{~PN+b<8AFdOqGu&dh`fPPAKP^b%cH#d-U;ZFa
zV<eM8&ZhJCSzv)GZK9#_rxB;tA_V`d4~|A{8p}U{k3;PbEx2|H$2vaBCE^1u6D>}W
zHos=*0=Gdr;{jU(*WVj9Zmf3!LEbd{j^VX!h3}6s8oee?n^#8gIxYAPh1vm?y5XNG
zPg*+CDO_#VI^_vAsxwz>Y(D~DD_5~NHtb6!3(5|j{}w}Y2K&qydFNqQi_CxB2nhd0
zXcJTKS;viq<#&GmL)Odvtv2ZwQu=PXycNO`fMK+3idl)-$YmqPxsRJrHi4Q=9kF<X
zhNs4a@(JLmJYJc8fKJ~-2jq>Qd?Tz!jB*%7FQ5}W4v++9LM{g$j&vLeXxmuVu^+Af
zh%6z)a9lFEYolu)0#Z2Yq@3}erA^0zR9XoBCX@#jM}*+OanKLp<E?ib)ZmoqvidJ<
z1!$N~(8;mP%)y2q>+SqPM^HOrDNl9EN=<g5j<9aPaE-B^dD;Om!K&f=iFRPchbx6j
zH1ly@yR~4RwEh1HqjTKSk&Zi5KXx4FvuBY0WbNQns?(iEuZ;uyM0sm!(1lF3ntkvq
z43)$6js5b+GZRr6qHqWZeFtqe9GR*eSXpx6o~&2=TWu?juAt?}T^1FxuU#;zW)y2Q
ze9`dt)Zcr5<ojbbj4@6%Hi$G(nV_ORQ(bw2@;L8t^!@bFt48aE=m8>U6mK+O!~k$4
z!gmBWgF&_&s;&U$QcVt+XmhkxC#x#almG)H_*-8`;iz~Zj-Ev|${+8#dv0^2ZmUSW
zqbN=upa%Oaf`;ZK1PtZW>9b&@tAFHtVXYdcc&It^0}a|c@BB}B;?j>cC2O(@Ri`-&
zHkv+!JX>YTO2ENJt%)7F$U~c3rY)%ZKzGtm*lh|GNHjV-9iUR&5hd#UQ8;H)HeE7E
zf2#6$YYpE+#BDNncU_^&Dbx<AuuiPM`|}eFYGWc6*K0=f#~u3YTOHKJfPm1K(DcVC
z9JiG7$=9u@B1A@Z@3(s}{+8XYt0q?<%GivPjkSEWw6<w!`e^F%bqSFW{a}4fZ%sX+
z9&AU=qJR@p0*RJO0|ZZpr}I*U8=(eFN+cOZ8WNdPa6foMaC2YR!gU3paI_pMJ%94y
zT{AGDQnL`SI8|AvQ#(XX0teoWnN1d!>9LRX=XW0=0XKS0?1#$(N7@NLv=fc<+O5qi
z8|Rrj(k^JEod|F+aKl)SoYCvzVQCY*Ic}U+J|KQC>Gx{-9vZVbRg<{iJsZ5?7}qoy
zf|IjaIIZ?corOlcqVkImFcgUERU;&-*6up{vZ5dY0z$6>_Ik5nQQXHns-7X4OBvab
zYeyh|!zZ)LoU^@-#hL6gG1+foa=-*8O!15K0y=zHKqm+o6#mU^zZq)B{gsjdf|?73
ze+eNt`11WG{iE(nfEc-Dl1(G!o7nH3b3f6vO+*yM$(+Thw+WOn(Qs~T@@P(_4(ljb
zmHjzU3-BxLfJz-<t&X4u0CF>2>aG1@yHqdK{w2tmc3>sJ-(GqX7&+vX!yZ*!D_BQR
zi)#hTSNyHR^%d%I3$;ac(wb`+qHw)!_kVpdF}PfdS1R*gGy=j~0Jsfry!)%H*Zo^+
zezkto9NAN~*YdYljm>)D3UN=@@mqgUd+YiX^_3I5`isZ`m}XIQ^CwBuCu2P2W*JA}
zI$A3DgD*;)$FR$E;Cd|7^6$Up|KixJBQH$I@_T7u*3piayn2dO`;4uwFYlPxC4W)4
z<NB~4zuF`J{2xzSWbFg~JJy2thU`A`jXt+X6V0_pK<Ez?YI2H+-6*ntw$`@R`TOR}
zErt7!fre|unPkyuxm5E5i!O@IFo7}*#K}@7P7RLz3LRq^x_2zA2&ZtzkrZlQL(?D6
zrE*GUMO0n6{|H}+C=k~RMzr^O7ksA0MIkr@g#H4j*gmB})~o;RGNS1B>mR<Jm^%?s
zxPFFN7F8#Y9-K1+3mJ_)mx=3V7N>^sRodXp)(?(I*yC75gbG}LrcmEn5F}ZbQ>eu&
zFKdLtn5d(nR}6fNPg`0S$JOZsR-&B<0zyB5Q$*&M{ECJK_M^47fqj2l+E;0WmIyK3
z0HJ?C%cf1prI{UCa7to^3DsL=5P~DdX{ljBYER=PP6#;k5vy36bqw*h{)7RqP)AfB
zU(tjjaJ^zgB=g+upWtYFP6?uL2nhWKUH0+g_|QN!GPQrKr43f#Y%1MEi2Bm9<gu6G
zKMA6*fu2dF?xwl!xA-G;G$v5N2dDP8*l(L?1Qs|TBqmCmSEhx&@A@5j+(Ip0+3Jil
zKmGnx*8bqXU_?(`di@Q3UNM@hg@DknU>9xQ4~GV#nvj05Hr#&x^XG*J7SeaqY1uSH
z;rgG&jnAeV?U{0H*Q_?tu(p2fYrwU9g+sAmrOWY4X#q#auuI#k;AHLx-ZE&j3#p>=
zt9Usa@_cV-un?}T&2R5H1Ac`*=a^Q%O!!4WK!D(t&5f#Qfyq7O$okw`+u(M!@^<Ca
z{HerfRFp`S3FtW#^Zg5d4IhUIRNDG63J3nJR?#plbfni#$w$0uC?tZu>|_CaPIOJt
zSKrCnB`CZRUmQRD);c@!^A81Q#;{7k-?J|3s17U-fE5CW&LJT5A-E+pLFt!we#THP
zwePLDwHX}a&c^}%2FM#FlY*jf{fzc>Y8KTnmzucG1`AZ~kooOf7T1O!n*~EL!T*l!
z+@K#=rp0b=L`CR-KnfRF8CG-&Wgp(u@NMan8x3EHS05Go^O7=Yf|3!es?n^nvFs8}
zR-q=&;<NyrW4E{Mbn-e>HHU!k=FnjmCRSd>kkDn{+tU_Ud*fN@N!ufjbG6<c0OkxR
z^o0B=w-TYi2nPE@`!u7fhS%K<#Y8GkV$9a=%o)Y4)`KCqej2BR@Dd<-;Fhe)IP>^V
zqz?CH){J+<HApbQK#Z^496IiyK<9eglJZnGD=vc;aC982Sc6qGmQ_54RSeEGSw-+m
zhxHdaC+j~61O!C{bY%e*YckGauqqW%xIVW(TmE!7=3uhd#3b89=1k_T1r3K`7S(&d
z72t1haB4@OtZ(=mJhlJ|$9*?r=a!-DT7C8rZKQxIL%)X~Cj^&&{}^>NyqUG)9Jt62
zi%`czLop%P5Dmrx2VsFqZ9&8S4Ayucwx~+=-xeh`;p{W!9Wme*jbWFKWR;I$muj+M
zJGL(C7@l=Kj<T)@2t5THc^_E0IIiwlD^Y8YSX^HjQ3%)gW8=d83u*Z@LR17nhAfVf
zO*P3itIC=WzIWP$eXH~f-(NWJcH~U+@InnvsSX>Je9P4DwU4~7yz=0&tQ~_Q8}WVd
z<X0?j1s0~(CLH!+O@az0P=eqqL0%U$;%DiS%H(Z6JK|>r<bEtTKot~^WLJ)0SC8S8
zYq5)TSx0nPM|Ii9I)id(fgm9KJ#>H{<CRShuey96x-ukm*>^@1!X3YUd}8iIN;U;0
zQf15EsIVfAVwh{<kU!(;PMu~UF4xv4AviTS4ppd%iH1eS>=?>DVZc6u_?v8@3H6i;
zbpk3r`RrR+I|fBIe6&6G-RD@G2_{m(glb*nvi}NIsHZI&f(ZtI74b`oMOl)Ew=i_2
zFl}+j0h*vxomD%WQ#*!Jq0KJTXC2XJx6?VaSP&3i2bj%a7g6{n$MNPYR1Vj7_N)~a
zjU;}aNXtj$O)db_so4}t-o%XD`50fRRW!73`Wn>mSqy_3qb&`DH3pnxV9}wkBpLfX
zSOa`qi(49W{GzNKgCbiC+?HY&k6@w0y70Hx)Pmw2*=@q1ErOwKLUl}}iUkeA`0rq%
z;Xg|k6-9623b>5Wq!r=&NWw~GR{d~p-B?ZqU~vYl!-&oyAiNIn3x!h@UjaKB2$4o)
zePM*CuYaAt$pI77Y*U#N7z8R*`lT4=QZ4hQewzrx2rccgf?i~CYB0DbRB8?x$B52`
zUr8+an*9Fuf_+?@Q{s@?fSlgHH=+=(Aqk66!-7BT#`Z_8t@A{v-Xa|OR4^1)&;_Yr
zK?AXXcd(F;en^;GxWgePXiGp;oMYsEU4D%c`{ak5S`BWQ9{Z>P`-mQ-bEvHq0ihi_
zY$%bmbuSe7Mc%BBj3_ev_35u`iq_Ef&`>XfoPd@^HO;0P7EB7uor#5vhJ6iyzwvu9
z1g8$i*#{0jk+^9Dy9#xo$`7=0y$h<K^!KNzDfJBuc(!5|wo?rg4JSfvJ=xvhCqngB
zNauz<6AZ)YoH8bQ597Rpg^qm?J*_I(GAEoFkr3+?b!ZH?T9tEh6sJm)Q=<EqOe<Pe
z2yZ9!xRAm*rJa7-j6{<9%7|WuuYdS@@xjHYmqC6&!!_dQdDQ89W}X+DVnXF+p*q$(
zBO5yNO3E#fMstD>YqAQF5S;vg`0CeU7hk^jNY?H_F^%}P`14n+zzGY5rJnzG)pV(#
zgLH0avtTG-bQsuA1u0>|cOjh%(|8ze`f2d&;#k)tNsL|Oq2cW6;q01^*yWn+!p?@)
zmw>Xa2yX*)*@fBx<>oOpH-GpYL*r)p#)vFx(TyUr95blsi+UO431-=JgM#tfch7$k
zWzZ&4frUDPUSV-6xZ>QPjHKXEta5EUg^IpY<OJ>C@9d&|pWczRdr(XxzAApafk|gz
zL8>r-)(cVV7wB9^;oMMII0yS6-orTWVWDGw3f5~1nbaWOlq!v}+;M0mtL!8Hk}>|p
z<5)!+Ft}RSE+&lV9Ku@wqNBkqsI2<(0}OUFpj>M28_~;<c_EX&mu`|{f+(DvfYxzh
zmQ69*^Kq$|js+;S2-V(LBaX<%s$)XsU&QmM0mn4Z_-{EwyKDugIJEGRtlfiR8lG9e
z?w-fOHDKVnH!Dax>0J8>oJ=QBho!3EUlFQc!XX%cAjbUw3mWmeXw1W%<G)DRoFa)b
z589{4fulDx*~K5RO2@ED#<7d>(uJc)dJf^g3OM%!usBXpPQxv*BA+!Q3fKGAg4g{<
zpNlsA#FPlc$(+3)5P$-4SyYoO8YPeFe8}qiD1A7u0S4m!eRnF(0M(lL>R8}FubtA5
z@WGK<=(|G>!6|0so|CnEP)s8zTvG*}MIGMT{Oz@Lj$m|cohl_zcWy8iI0Op>C#rwO
zPP&w~F)1;8AwPFK?;tJUm^Qa;gnz|ocEvdMtLL|(h6n^j2b>rvst+rK{q@agMnm6N
z8`j3H=b9Wa0TfQ=yanN}FwLZB<<j#qrelGsum|DaCsNfgz6zfG8T6TWopHeNaqMDL
z1t+KA6fcRdm$h$DOd}Gh=d-b$s#s88Q@EGtoJuF1>(b?_f<qaSI^kf9_kL^A<cq26
zW21tW1xgnP3#N#UYw{}9Sv8|Ll^UE<UDh!@))75+`)ml*6M>+(fD}$p>z;QW>B9Ae
z5$&iy{rMB4oPpX=<rcIonrRMo_9qtK#2R5jVw?Z3qi|}?K|`^yG0TJ*BUt4+s0vPQ
z!7eflDo1@>|I%7pv2s4Pqn{~US1$JoCE>RA#H$)60#L$&-pAPQU`dm{mbk=*`L7ei
z+K1-O2tGcFTcgIQC;D6USceI@674P(bh7{BL_p{sU`In>#ZvK!yFdMbp^k>$wpP5n
z@b;tIcE{{!`G~^FFX&lRay~6&pC!h}xA}jkR{A$zE2?dx5g6~Cg4k^a{Bo$fh%z<u
ziy~4$$%99K%GyaNrv3Q{+q()2A=**<pThk;uT#YvBGh4jD^#CT$AX7o!vA4@@3e`h
zei^?qDcGGI8n!tyduCXXD!Wddb7C~NN}F9|z&@-G=^RY9YWkzvIRpg&6e?#IPY$g(
zcl##{joIpLBNRoxeE8+O{qv~VRHP^(pXivnMWYu?`!Z!p2Zie~e`^&E#e$W8h?=@E
zXfN2~>#~k&v(dMJyn<b5$SXQ~^9NZw2}Ltvpa1K3m~=Yc%b+f6=Jt0>67H&Sxsqps
zVXeYpSdbbPG#C@SgRuuR$4~q+(jrr|COT5IB{pknXql3K{V-157)}NFTGU5_ArKS+
zM3g{}TU6S3A46lddfNy^k-Bf|Omj?W*)&=fYDbk{!0v_|>YDwFJ46zC7>E<9wZe$R
zkoYLUM*;N)?4xjr`OAKdBfJheoWg_nq*RoB=&^l&6$={K2fe6$#^qpiy<;#0e`p(2
z5>~~6KEMLs!2*UnjWPK;Z1&M$`^<R$_JnMjs9c3rH-b|$mR+X9I`-E-2$}!sA|MdZ
z^oM~sZC=G8+?6#W3fHUFKH&bwar%C`S*{s1TlPc+;gz6u#Nv!|Opoohzy!+pc++mR
zHV`${El^10{jYZ}o**jL;*_*k!J$N|yh0lndx<ND;|1FghwHu(pVfDt<AreYlSS<=
zooj1fvubS}V#2tRunHy`hz0x)-0&pa@T$nPVdv5VQvSC198zHEFjn<wR{1z~2_ZU%
z|NXo|dJa)Lg#L#%yU>7Jq#JxH8`l*<6s~uTNTg<6$byO@xu_jgu0h9H94VV>k@xZA
zC__xB+V;F;`k(gr0`)eb3bs>A6q7K5TZf0>&^RsmMf-O#yU2In7x+3wey@jitrCvb
z3K}76O7=!{4(p(EtpYW$1#1=HQ}#s4m=Msp0pNx|Lo^-)8C{OEJ(d#S9h+&$D;&!z
z)nFBm#W9XmqzN|yNJ$t$X3)k9LUcqY;w#~96uGj#u!v71==<oVIcUJWT%$wmmqN-N
zAHCZg<14q|8P&fP`&A=ufYPG@@6|=xjpA18v5p`gF6Y2C!3wo`Wp>G@zzS_adP+UD
zul8YKDt#{s*Kb_zd4DV3)~XJ-Z?Mu&2@?#$0taDyl@`(PKSFiBmDm=haG4S5#+*ZB
z?omBn(HM5wC|226cBv-2NSg(PN|2Z^Lcc-N|Cm0vP+L$NbgWU<PT{|1M0Vy$^Aqj~
zE`1LjMd1_zfXI<^sB`kCUQV6@_T#Wafv@_vfjB~hWXSK~Mr)(?jpdZ<u#X|vE$8T@
zaPy*SFjNElFRVe*F&$Or1gtOUoXT^d5<YRgLwAm^1doEjSlGA+DN75b{+mLRrt|VA
z^FJX4l#F0ie#ovG!ztHd7wNK&=(3LLvQcynp$`H4m_D~iE3j(Y-p~Jh25aw8SxE2N
zqo<F&tGsCiG?N^pC?ePBEQd46q8RL+=$|{|S;**TB4StmcMcz_0S62|lCW(kr(U0Z
z6!~iThh_(bn-N}#p-%jNVU<BpQAF`-;d)Bvy7IbCG2xD=9Wn4rFaQe~{V>_)Xu=j(
zLBvvF#)9C3Bz~DXs|Gei!2Z@keby1w--^&j(Bl?q2UKjxJp1$S&t&Zv{!>Pf;UAv-
zu%ToFHJ@sljS{Jf0YK#FxztH}W>%(s40hZtLiN`N;_zu)LX}^m#!m|_*2S9_kbjnc
zXv22YA}wy|l(32?&(L7O9$HH?cGMdS?yUj$iUq<CsC1d%Iut6ah*aA9TSLY?lv*B$
za`O`kHib#8cO2B`S1GgVM{sM$amoRUGi1L^=TOrV!ka*sb6ksCwnB39-Y-uu)L-9w
z)`r24^4{<F9FIHF@{q2tBEck!s+UXKoHz4vq<))7rS;YPtz$DDI3yxI<|B4Fnx&;c
z&}J8Ea!V$Kl;6kIeNpzI2lng<w#NmEatPl-3ik>R(AF+jGVB@bZygHzTZ7)mc<*50
zn)edSKM7kE9_;5Im9#wK6OF(cWzMOQoEi;onLg_XF&KiVozrSRA|Uh(y6i$NZpr-U
zn(N>HhM}B7?-}u>aQo41>rbp{xiqBft3aS-QOD;{NqeUkq)oy2>TM$RE*tO{e0ZBs
z`L5Vnhf_?fCgg+_37nGgL1j%39%E?h+9P}R8@6i^j62D%uCGk!9DYJ*l|VW-3=2}n
zf|M}PyKv4|xX#_^nI*xt89RMK;u8R!8_um&<(wGBsnX&U>vd5Q)?ybTi4uhFLx&CZ
zktT&yT)6uy))6~G_U1+?iZuP)G;iNLN;ZX_g(#fD08luSY#KeEX0>m@-DrJGsN5>-
zDihbS`^GP>3d<VDf)ox#;S>nk!0)k(>B7?Uw|~Y^6s|}1<QFVy0-Qst7}CD|&*eJ2
zM8{x=miECALogvu=XUCT7e1jrX#UYS&zPh{tDQ$+;T*gABX+qayQphVE0QZg_(#AQ
zK<wlCoWip=f5cD}uJ?=}!;L>SPT4&LX9Z|9gMwjvHqBtq#H8E>ZDC_D(MvLMDs94{
zm}pRS5>uN~f;(R1U=<CVB1&L!&6V%5jtv*GZrSfYVmr0*9gWQSlKi8izZIu*ErOxA
z-%!OwgE9WQ7-s+$rtvVu@M7rn8Zk3L5<frm$cL=*(f*}l{Gslg2CER4o;!}z=MY|x
zLS0Uwc0fhl)rT1BukSr0z7)QA@C7xSO3S99(F_WN4vjdfX%1!lzPXp9^{_zY)=sy~
zSB0}1L~2;9@j~J5F`ROpcFlGKg#x>X6i|Hhi|;VBb?uQoet>JH$($W27M}OFcJx8u
zO2V+M70|i&v4Fu?@Tf<^vG*dUeVW3I7st&M9MonX*I^fpV-=5Km5ybVXb{nU_RG?9
zs3GDl2OQ84bh7Ac!j;L|Km1pWpm68zpQG=g6Ejj}&P))x4>&S4i(-;RBj?e!A6nWR
zI=aIT!~78}bP>Fp5E-b!tJLb)5u<&vqM=ZqSCoI|8w{%ZBFEQl`}r0Wg@e5eD3SW6
zbgn~8xI?8xFa+Zd#sa`mrByKWxA<wFr!gYqqUZASO#?nL<{j7MmVL;o7|n(QzktK}
z>-<*ah2BCKa0_)sC-P6<mbGj6PZ^O&J^9^9)5CDO7NT$p3MdnoYkD$eGCnC=1%}|j
zmsik`dx?wY1|7m1QIVFfVgjEKEv>l*)@d`MaNV~Dm!K#dq;M#g`lehCmkxfeB#b>*
zp(MnFaXn$-V2t;{)5K|Cq`K~i46_JGn=9NqL3n&Dw{j@EW;CZ#gHr;yoF40l9{UA4
zC;KIa&@X@k8iciJb=PI>8vav8MByrLSJDr{(F~MKip<#v!oL6v$7NGj9JGA0L!%Ye
zZ>v3n6i$s37CxL^qsuy?g}kMr;+QtOFt!ZN7DOYqdSLf2;1o_BMd5mv&b`<z)s@uY
zVLDhrr-X?HV61mqBr`sftPcz0xd;<igzcUhTsVSLqt31yjrX_e<Nd9jbWRI7C>)yp
z$B3h*-x1C2pJ;AB+<E1NXTfzp=+(8rdHcnq@P6<r;$i1W#|<)v0k>F3P?KDDL)Nb0
zKV?LZTluYWlS3wEIVcLJs37X%NIBG;yoH!hxlK46<G*)0#=$hGRGU+bs^AnFzyn8>
zUBOTku19wN>kbMhbK3JZ;JI8$n^3)3Fti0WL=gS0|HD}CJrmD37w;4$^4S&|u`VKS
zYDlRHt9~e_{v&Rc4yVw74d@&ZoqMZ8bDdlZoM;D>>xP~MoCjX%!r#E24xH!+Yjyb5
zUGE31SU2P}aS`x0_(D#xmVA&m0{YxS9e%C2`r5x(%`Gi0PoF-0h8t?k?`lLMwe(i0
z$w3n|AXTA3%c4-SX><0>{4T+yIauXcxPe=E%5ZL-J_^ApIJ8-X5ha(vI&DVn4BfYT
zUm^-8J30rG*KHkgC9UmpC4(^jI~Z^9lZ2^fBWzMdn|4HnF=KK~g36Ux^}th&<y7dh
zkLj}x>%GNuzB+<tg`->|l}r{5xAcXvHFlw<|IyB8!N)RevG)jD4nfig{x+7eOJ#!f
zh@~7z{{pK<*!Yie&(dTU$xjqcpIZcoWkTiEo-Sp;-}=Hs{5Omsv_;no$M2(0%rT>9
zP!JRmCcCJnyQn6+D8`wzfLwFT|DD2^O<Md~66XjkB=$dwpuk`q+fj58Ls7UM*|+Br
zg_AYfLvx*jA)fMw;e#Pmv7muiz&n^g{r70IPebM&3Ux_I2=R=|BMT~3*e5>ZRFC77
z0ms#~58`bAPSTEQ2ULvNC>g9bak%yN!3NVt*s`<(%C!gz=XXRWu<D~VvHu(Jfy(3+
zTI?cRX1Pdn+d=hNYt&}0R-L?Jw9C$M-UZ4gi^sZWX>&`6K%C5fG;O>iRYy=ATi!DY
zM^Kc52M?}VwQBR`%>e-cckbN5kVs~S5ud~1+sAbaO$_##Y44#TC@6IH&~)}tHTIiK
z*iYTJd-bA_!$Wy>V>qRwIOU_c72t@VsNhxz3!&dbQMex1olg;klP9!yKy=c%W;o|d
z9Sc&%MEIO9;jrJr$rnWv>muz7B*E@+`Fa86!`L;W*=6I{C7O6d?mrI=7-2i6#VsAS
z$WzH=kwMbU5w;xV2{z+=_Gxm8HT;f(r^Yff)#q*)Oqr)PcO!m39N;q6Gf#QE6*wPi
z&KzOOR-dzBgq=t$phCm{C~=QG08YB+*F=_H?*1ZfZf*ugsZ_dl?b^b^!t(O+l$4Z$
zf&vW6lA!%8G=jq2FFAT{2Bm5St#T>}K|xUkFwMATieb(CkN1YB2sf<dJ39s72y}4{
z=r~7EIDlVYaef|#5(+)CZ_XeJCzp8M5YbNO1VdX11xt|<CIocuJwWIF2+{gB*!V)c
z-GS5~W>gM^S4a*hp$8Vz0!!Kv08rYFz_JdM_ByBmC9gv9UqSgRctxFf^$jn=7~IA$
zHRc{4y<p?$g>EL{4SJiBhK^ri=#@niR)P<KCaf4|wRN2JR?X$ykux0Wf--7g3Gpf|
z=iv87>V7zPoyJP;X!A`J_F=lP0(?sU_>cA*O!y^woRV0)thbv6_{lH7{9<iwT~kxj
zdGWX3e(M8&p|FNixW`A1{j6_%okY8)YlNVPxUNUKrboJ=N4lk>_vM0h+3eGK+jvR#
z^AqeX<Lws3tz3wpxQJi5us$yhtkYI}Pl~KtcDn&lIJw6Q{jG$UFl=jun#@X=U=SAY
z0TwX0HhaOLsHg(b!MvRXyG8NYEPlGzww!IO-K>DUEWv(m@FxM`NBPl(qNLK0)XE*1
zH9PZ8MDA&b-hU?M@Y(3Y=c12&7E|;^Y{{3g<riWrFGN>0Mpa*othpFbdwFN=<*>TT
zp><b8wU_xdm$+4z*p-+3aj>cYF0-pIvumz!Y6)EB)&Vqe>jAFuPT)8Ra2?_lfomP-
zH+T&I*SYN{H^2!Oe+Z78Q`gx9PF`c3xW;Zr6RZ9P=j3JoTEE#$-hA(0gD)Ogm*Hq)
zUCr2cn|t~W@67QHS+jJfHu=~1&URZr(XMfO<yBVg75|#6th&qo)t9`EUGyzuOk170
zGMv4@djWaw@r~KnIQ3UpHCNfSZ-BbLK~uMJl~ea!;JNRMZgz786LGe)XU}fly!p<Z
zJK*6jxS<s4U+veT!h6P)OLUV)BNBq5f<(S(WYjo*;y!+5isz^4+xDk0SI0WqMmt(Z
zIamQi+FK$hBBC9v>UU>jC<@mjyLAFlIEBIsO2QaU=P;4#lStjA`I9$G7hW-6ddTls
zs?RAYvo77cq=0{DpC~<_6O!V}h<A2KTy2-MW?8(8WvqjFjGcL${o*)#i#U7Bn08pi
zI=~}5!4YG(<Yj=1E0;vuEsk}t60fpL-QbexwlUAcy};Y&ps)X7Ki+Y6P!TVzoF7>&
zimweyIvJ93CT!Q49hv7N^1p~E_#$HOSCI!BBR^@3ID9$s=#_}$SHlaNb`&>-6<-T2
zxfWD>LsW8|Uv!OEbd6oq<aeye_xQE#h1dOxZn8>lvC3|<%W+iP;a1-dtPi*F-85kZ
zw&P;9-453&j+gvO9tE9y6m-7IEk|#Z_I#u11|zhFDXFKf4E>RR?g##--v^wz&pX|^
zqbYf*DAqDSY8#YdBf7Mua24I=2hN#??9<@bfzw^_J*VMCoFecL;v~QW0QLz2_u2IT
z_t<s!SP<W_Y60&01JrbaxcF*t>VD&&e^hd_n=6>0YUj_N-?(w(x8HsXyk9^-fT^h|
zcnGdPd-kmFoQEPA{wX~wDY*|Q9F=wn(f|^If&u*2@L$|jeZ3PKgA<u`Vn$`EPeb~a
z$T*iJ(GE6I_Eu5$mIw-pNIQ!Ydvd@!ZABEW`*yPqQ8<MJl(kfC6R18DskMZT4k=h@
zR4~~%mwI}Y<y9)R$~!q@OI<v(PU=>b<W?(To)9xmq;IXs=O5i8%FW?Ki8pPHU$Zf3
z!|J4s4hd^*q8%1Q+b@i9u!wcEj)9)g8X(#MqJ44U>nqZ}9l%v~Ie!UD2t+=|;;x9W
zUj$(XvD0p0C&KN_Ay%62Sh*l<<$@h6z;XT#`-Rai*70jsN;WyCxvk&j;g;j=k-v58
z9$)`resJWvO{O|}nOjBkO($)!wm-cy?EpKfC@}F%c=i_&d+w)JY`0p!d9GdK&O@Jt
z?mHi}_q=G|#gIc4zPmO~U-5}+bfTT#mYHiMOM@Iu&A-~V|7+g^7q%a|=zruA>)2&>
zVH2<98n5hnK>3Zp%3J*E+k)ELg1S4R69C_ePTdtX+zmSYUC^2P!DsIWoqZ5=?m^I}
z4@Bo4h|WJGAUOZM;QT}W`G<k$9|oLz$UFCt`{@G?#6!;6huoKNrW1GBC!dNMAC>fA
zIs;&Fj~_p_wze)VE+(#AxNu?i?AaKia2-a(Dj$`W-zOViqR|@-jbu+q5PA;4y)S{2
zne(&!>yjA2xm6@HPww(BPGK@)9F|0N_$vg30}+Kgu@~0DwV?{$?%VYmMBx+?a1w-S
zt7s?|s8o?LV?zE^S}v86OJ^o6`o`Go3fb_ioqN7-Ns>>4)U{m9C<ney%&3ww>!r+-
zQf5OEqaoe5E}vhxTTqbY7nih=owU&_nc<quSe>+CX_WoE82g2>4i<5aHUy&sJ6xR6
zS#>No3;e|D9})dJICR4LuZZcuUtVI_4xBDV*ezM}@p!{g!z}4WA<N9;oh+TF(mdx)
zj<jDCv}|sa!@@PwO`N9CcG@l23HjlI9V_QY+MB!1F|(gUiE~;UylmbAV=c<qp=_(!
z5l)MvS6L^lTPfb?nBuxNow+f~i<#@=Rp9Hp&yRJG#ruRKIKmA&9uQg-7+xZXDi_99
z2ooxWiPa);tx#GoOsN+Dq@5CEoD57q6_9a?yQ_hn(ZJf(us!3{*7TD;sV6;C8obia
zZpk{gE$?%`Jzui+ea$&^k$2=$;PET`qHBWE>%#IIL6x^dYww3P{9N4wX<s7mke8R|
z;^LB)mX@2F8yFbq<Ku&MbUGj-qHw>})IKz(01AhqaEb>Qf+IDODcAJ1OSfbtF{+bX
zE0SC*lNjYv_tRN^()iUj_?8m|;uICY!=FC17lRHBd97~S4HSh_M8M(BEii?ud@o9W
zY5sJ>T$)K1m7GI0%cP%Kx8f>^+N7_2X@O1Qmb?_-vr<O27*e=O9N?rP$qn$js$};Q
z$?grw?q|e|(;2>XxdFwwyuBG)rAeDYq)c|Yk9WG)2FU2_=EXQHigmQa8J#Uo=U!lR
zy$|rtc9wWd?^U!Ar+M*CwyA4Z<Zg1@$6O^{y_{f!lGV!-U6umuT5q4e&Ms?%1OAjv
zEcl;0f}?F($HfRct0eq3fY>gi5r<V5Sa!eyAR1yxG~Dkm#<2*{#Yp>w01@`)0Dvxr
zL(Jb{H!o}@z}(Okb3&HS30^TPc=@a_yZI4LOQKfU#IIeEw9!%Ox+=|meTK*8EN}Nb
zAFth8w-oqp-_PP4*v7hCS^Y0ob9s3=U~W7fFEKIk#~**}WnZDthVSctKYivqW6EWe
zNL5TUl8mnz8h*KAW14q$60;UkIJZgw38OlFdtIu>)>!8y(TKt+CZg>uVw`M0FF6L*
zX&cgo>%QIn0t-e1wiF9^3KdW|k;)(8nnAnGNqeV^&!*9`p>#QAw~0sO?7QR%U(@I}
z3=OVMomT72%jBF9GwX2{SCxo6y><XD2N_*?qH7s&gURkE0i%<;pOLtqPWP?L=9Ff!
z4yJl#ByEn#*b<zzot3d=GhlR)E9XK+=U@qV5v)IX9zE+1=Lz$<b{5h0mORUO^GJG=
zbTq8#<lv>|;7Wv@Ma0S_fctsQ`*^CJ<}5><g%ks><=j|Ds|frh;VTv|AnPxp7zA3)
zOLVqj&Y9{lZyLDR@#ZhH#Mg%hZC-%ma{!juiOw5hA#4FU9>O<?ZHE<s7)MJ82g?Zi
z#VKoS&m29_)1{1Rfd9sb)XX2}&tC;(z?gy(sfvV-61Yob$~6<(A<u$Dj}x8z4FK#(
zQ#{Uq?PuJo<<af?KG|~;gdPF-XYlL0SXTvCYa60)-L{`@V_|5_y#k>_2Uw_v1*n#!
zOflX))hvgC&z+&tv#6we>Wp0z&$=wVVMzL#LcL-{zG`fA-rVkBKzXA3Dd6|Sj4l-J
z1ym3LI+%5ZjIJh`31f6p=4pxhsq}4i8QaS;wjGhW=S!K%+5S;^+`w#K_oVf<QFimA
z?HA!eDwyts0kn1^gfGl?Ue{|*6_7MQ;lPQn`Akc?(WaS`$7_zYqLbnsts#HIU4gAB
zMQgbFrkRu0PoEI9bYV13{J>KiXH1-Bpkr>VZ$&psTf6*YJq>UVcp*UxiF^9SJ6XLh
z_54?s7{6+H%9<5lRuun>)eKl1F<q;<xfyk&zF-7}`|7L9bdz>gAaiDd(0v#hH5yZI
z>1#Kv3rGL}LI1wqQYU6qCw8H5Fc8PANcC>W^ySAmTA)CjA_9DU#IIR-{rnjWsaf{O
z9zTF1*M({*3a3D56RKl;<vWo&3->Re=21;LW_AM>N6Vxd?J?aNGUI{q#0wPIfDh25
zuig0ZoC?nr@z&E~*x*nph9S7B*KoN`MpsFsTmb;1BkJfR%u^DNlc_$nX<N%vy$i*R
z{V86#d0g@Cz@RKYucY<MqwD}>S{!A!B>H)SL)WEh^@engAX?zKb0zpEEOR$GxJ)&h
zrmKku({LJQXJI#yzKCK_;OZoHu?3!ipmve)I&H)B3CuZD7aAM5&7NXyLW*&K?@8Ps
z4*>tkIOk>3)k_;|D={=%q4$i4!accs<?6@NVLd$ASoX98p*tWXM99WXhNLU=%nLjZ
zC3!VS7!`kYSrTSl7P};VjXiKaQT>t;K<F)ioqmkHWzu?wI~OnD%N6;(ZrktQV_{=(
zVt^=|A^>(VsAEFar=er~57?6OO-;M<w=60>lS<l6v&fox+R^H!0r>(6xIywoGUcj)
z{uLVajGcFOz-i#?+F4xBP|*pn3zjhIB#e47qh8`(pX^za>{%i8C{1!Zma*-?Zb8N#
z!Okq-tzcIbZI5>!I9kH`F}zbX8V{6pEZ#1R&Y@?ko`{<zI9bm!)CQDH>}(UUvOSUp
zsG9Nz@9U2oZfk1X$=|>~8fZ1&Xw(Q(jgMSsO<6=S^jR=H&e1xegA?{$6s~8k%*i%o
z&GIX!PhhAstM`l`!%uJCyk>5G#n1>*I7I^3hZ<9F80b{43KnlaCv~e#e2tG1GwKQi
zNzo2)A){EFVgc;6#T%U--nxOIt!t0$kDst;63U_~2w)cjoWK>Jd?b6Wey)iLq;2gK
zt`jD^sJeS;9Nx$GNfR$n@E&}ylLg;dhDO&7^)Hy)9`Qda^*WX4RwZ^VZ+Cq?rgJZP
zPPb|?qXr<!4IU*-fGQZoW0vjmhcYGwg6PbxesQauVx3pSx-5-#wvKTG%xY0IV05rk
zfM__i?q-ZG60dm!)GN`+X5|DbWz2^n+XY0ljbLKnp~%)e$kv=Xc9g?Jnsn9Dov=m@
z2I#_;EsA%vUOt|(Vmx)@jEU5-qa7xhbVl}M?#BS)T$ZM;S$^#tOenOVvfkb@{7a$v
z?%f+pmt7-~FBwy0&rA^h5glEq*Y$P3v~<k#uadgg|Gl$H_Nq*A-x%HZ>lC3E0k*EO
zj@DAwRlk1!07De6NA~1bOgt5iZ4#m=oSXyy1;NG><y&#aQ}@oMW>Y%jZ(UF5SyXa9
zZE4orlgsAc(kEXa<CVa;KWrqCuNoR&oiwR(b9AcjNvMqpS==kK5^s#E4pif)Nn+HB
znKjv*;yt2*-GYP+A5Q%0_3>+564yH<tX&rC3@FxuX#2%@?<cND_o^-la8B?yJpN|G
zm^0aQ+(*Gn%>hY^SP4b#;+<e&Tb!d+l8bHrX2&^3u<}iUQ@98mNzS(Zi)WjY4czBU
zT|_aASh0jYZZzO~G59;n+?4^uI@=~V+uZu{GYr;*pbmxJG2%<1`QgJ`t5#nJ!~jt^
zMFGk9vJvSromRXtE@8{3V%M^N@H~v_TwY$Bi)A#@h*KQIIKsxRWX77OzoW5$J+wa`
zW4jh%A{C@7BIjtsk1Yb#<{e`<AF?H9L#o!5zjbACrWsVN{j_lZS@+138jayjw%s4L
zr;x}^dRm`3Z7JAZn&f?20>fw(y%LW5$5bp)QzwBnbq&d0Cvth^dqn&5c+wOPe%xB7
zWYZ?e=2ha2E8|=iN7>DfbyyPXX!TOxE3xFkb)N;(RR#^5PttRnHN|t@G(f<(7IXa;
z&)T_SiQBBn>!y!i_wjhjn33yeOaOF_pm0%m+1nDDk^MwExPQ8ymfZv@pl~6}V9SF%
zRK!K&6M|x#Y`(qRh;=)W+JYN~6P0Jro}oSLD-8ckT7LQE8wTShSO^rV?8ynj--8Ij
zk&LgC49;0^NaKE*++NP{_fDo-%&5rn<HS3@Y1u78zXABYI7jPLkM+=nA@|iId-eym
z+a3!dno?y?R1jVRHH@zUXK4j0W#%m)Wm74CA#Ytl&!kfFs4KJ0>z7QwsYhxglb?G<
z;>4JC%Ru+ilBLI7Q>Fgrl9{z)xAK2#aOfQt*QHCMLdvX#Qp4^I66Tp??~^&aiu}NX
z*_?DKBP?-)Uy8eTs>jA;H-|XqMKL&|i-VgrLY2<ObKdkxI+_c}29tC&>?YEHAMltr
zZQb+<fQh+GF`J^JF;z!n{qzaZ4p3}_NU+8@S_N9qcbRG$wtR7dll6uf6DMkq-8^ej
zR3CSw_Q;iiqttcPgBwj4N+|T65uar1@4w&Ow*3}~e3?p<Jw-wI8xWp~WPH`opmF@9
z!&~-AJx)p7%Ky>BfK8~>y)I+>fn--ZI5-vcH7EjNU;@P|-Fq{Jrfc=onxA5aHscfy
zMd9QYgb>_NEJ*n)$)u^fKc?o;X<3xl@i&6nneC$K9H6K8F1$mXaEVO5M0)NU8;#nV
z^sgBjHkp~$IPtQ14ZuT+UCYG%!Q#63+viflWn#$a>QbQ8@M$UYY>LmxY))k^??|R!
zmc%Va;wIX)m6f^GJ%#BM>tr5nzd*doI&-~U`Z@r6>6(?%4%Ue-OOsrd0;iqiVw=8h
zW!l;miO#lNi5X;Z__I;Ch+LwxP5Rmu2~IZhK;8&MJK4lKT4!!!{B-wQtQ%1{qWiw8
zs;acKw7I$Y$&)8LckcY|yYKqLbts^<wY1z5itdn&FChx22moH|3dQ)8<F;hh=gF_?
zLVXR3tC4zE@ABOlW4{oM+)@;P?Rg$&3x;~QdTOmL*l}N6-4{jS<QHv1wPvBpqj<{N
zedgpmQ~K-UZ_fj9;FwFb&t23oXW|V#qeg<lkzNSLHIgZpjmS;<TA$gj|76?Yc(2pa
z&Hud5?NdfaNDbqRt}>ZfpX`1L4v%1-28=F~Rh8*~EPd<lq)n1E@90cFe#SO03BxJU
zVL_zbf*6M-F>uEXr@KbjS$5zB{ub4tMnarNtXvYlVo9gaoIDUYup5nYv?>VP{^*DA
zv2H}+h!LnhK0aPvUf{&V#l_p(`-dNX=m*cCa7KKX-%BJ9@EKb&=O+k%2fPF8vVs0r
zW|Q-|waLty?z@phw{ofb$@FbU)4Vo<4G~JGDg?l9>PU1LhID=Zg;j;X8CyZakgkaQ
z0qXU&2~=B!Y8Xc;A#1u}t|>kHweh!?E8=$1^bXMXY_+~=Y>InD;2U2Qr6)?`$do31
zor}|Em2OT*W`CB<s1f%`gTtG|=*q!46sB{BS=S`SsZ^g6>DwyPw-qIO9uzaOGkhia
zyzm^>_7tXbwEco;yw^3xp;K6(i{S8!%ERr?%G!N(0#LXFC+kDu!ap88>dx9FMxY9X
zLLQG78X5}tTOT_M1-3RkLG#POgNVY(JMeJ~myAf4$)q|TaiZr*+#~fQLEu^;^*E8f
zB{6=rMYMx0vA9rDRnAeHy9-0QzW>6`Wnnv1G0`w2Eh1kadW88Z%}@wVxjuQ~<UO;f
zIkZ=HF}yYqmqT5Vv+&#$(<Xhet9?<Fo)}vLSRCB&Qmz;p+@Mm<xcKI>>ywyuQ2g9g
zE{NQVjINR>q7yT!q|7=g^Mr(XGKo>2>{*xUQ<dUfDs?|9W$w>mXBG%z^SGR3x7AQ2
z%5HI_-D0RpXNRM!+VCqFoh%XUWRv7<QzDIR#=~pfjKYb<VpUaDK;e-0`x|S+>F%S7
zimPN}Bq}2BAd@c}8eEuTk-iOA5qa%QnO6dky^3UJ{Vu=q4DT(maIUdUlzfEQ5nc%>
z0^?xyWjP#4g9?CqY&UALa8)d51d77R7x<9BwF)7Bdze6T*|UI@PdDubbL$MmQL-qe
zSv0)@>S3Q{O@_wp0&y?7N?iQ>B0fU;lA+O6l2N0%_2F#?#6G8>&YPUExW53G8g{J^
zyH!CwI!3LSQJ2K1mAKbPJ*uQ06%s~Sve(hPz}<U;#Q8kF)NMW3lE*k&$2eI<I|9eP
z7_hr&dyD9HA<$RG=q&q_;KexECa+#rm!E}o&y^7rE-o%^`0(LOCiB~GzwPD=-$o-Q
z-G6%a%9JUWkh-tj0*}9e-_8}1VIliaf?E$#s9m;uz#){Uc%0d_Ju_*;iWppT5=G(U
z8L`f`H*qB;WIZs#)jzn11*>5qbtDZZPau@~z%NAw3mh7`YnpbRscEJ$rP~y)6UNyT
zyUh6)#+zL>Ai;__(kpx>JQCqJ7?(4=Od;2Jic`1LCNS%}3di-a<VY{_I$UiSm!!i5
zhY4-Esw75r`nIy&!u@+iDLL#Q@y5+D&JJ;_?c!H2i**4We$n$`ug`Uc`_=8^y1pyU
zA3uzBuQQ8Cr1E&Yh=_=^v@|O#t4H0-z`l)!ySqP|nyy<|HW`tSG@Lx5W1Q9v1O4-k
zo)TsyR3QIXen8BqlrXC@wx3G#WXC!!iL$pw6i#jdMMYLE`}y8oS^EgZw4ZKbkp?h}
ziYT1CfKc&OYZ0op2~}%SCYl_aKR%aA!)IxACxzN25C_w#MtRg?@0C{#j2aDJ?>Re@
zs`$fe`Z}MxY{~OFmgsX@3cYB>>xSCMJ6;YXg6%mB)<L+{XKb(9EjU~t+?DAUnz-I0
ze$D!%jjNJ208$6M{Q`o~#X4BWz(kBS{w>hAUj#8uHi=F)7x4k9EiKLexORysoUgC1
zr>7@4ad&rjadAN%sjs$nb>HuAuUUJOM81Ti;p7zLOJvHm$&>bNKbGWq;!W0mqFZ^2
zdqWQQP~ryX=$D5zBgheA>@5@5*|p%_3|SA1h{FB$5X&&fg48e(YD$$OwBdoc2Qj3j
zhb-uMaDIJH<8PgO&p3x_pE~E7>BLJU@++cnT|r2W001wluXlOQ!ebuUss3l79&a~9
zndBYMB~v<wy;i|42`14cadMY`ZNA`WUO@J)ZIKD<wu?7;Br`T9ySXH+1+;BmjKiW>
z2g^7|o0tx5x=uzH4F|lwDYe5pYAs`&ZLgm{3s+}1rfU(3zI*oU$<NOx@~2z3Zmp`S
z>RZ2|$kz7s>9<?9-T@R2>59l3aPM@1OuePARkwME#Iv?HG>*!XJx^!)hQ>Hr$W_%V
zLRSDUy35;D*1kbu?dfmWf%Q;V1a>sYp1L65SyXj6jv-K0n7_avk7knD-4=#dHZ>T7
zlWba<m)&*4S0z$kgGMr?$<VNgMycNzn&(#=?|wqExm5NvtQX-5kDYz5iLPZ5Ms>3L
z$z=BisrwnRdqbvwU0z^e9<LzHJ3es(KgHcI-P<G8b8X@}>&TUJVgaLbgp3X!9`ORB
z`<H&q(K_1RGMTaZE-{*+=gsw~o#F3|kes>~5`vmi<r9r0<0d1c#)a0o-i1k?Cwpb~
zA6V3x{^gQQYops)oa`A3!b<?V*MnhvS-S^?HL!Uv7hqv3SkQ3P(I5vPO5nhWa!KZF
za=|pS?3V}G_cRa(V4O#H5zo3~I`txy`Ta{%!%OI>j)TH+aIC8SXG@&+Z8?;%<&0G3
zysK|fk;JHI*QRqVlQL^?Mt553epce%u*<JDn_Haezc1M%C28}{j4h%}-)$M*8xq!7
zM%m4cv0ohPVENKGuooHKKYV>eLy2;mT$cAw-@&eg?(?zE0b3ZJT17<eb=Hb!YJNzT
z-ZQ46D4cwuW1{^HvO&ql_{1%zC9XXb5_v7k!KN%fAQiSf+9MVxj{p>|JY6hn_n??Y
z<WfJ)z#`P}rc|UWA`eh&<10Uir_S9who18<gKsafIC3s^V)pn7#`2p6Bsev-TOJiw
z$2F437f8le^>wdKn^oZ{P4PVg8$V^wwfX~Hhev=f0x7eWh|x)yr;|M!(tT?){Yo>o
z9g;AzlHJ8wtev?W?yfDHVb;}d0c3QJmP9LDH>FEr9IX?bZ4ZTup8fd*Lye_<VR-k)
z&-)KtA(0ymjoy@XAoL>ec`-Njb<Wvt$lP8dW!CkgIwe@hDc&_1TfCsM5TbDM2SDM@
z6&{wgcTh|tk~LRKuy8dLg_AYZI*w`>PsMwWxls-vU=&*R8?iVVo=c@=QjH4e>!Lq?
zU^=~#(xv9@@6jnaLZ&tu>NlC1o?Ypc!#R<_sFOLrk_9R{rG~+|1P*vTA!VKtGfzo8
zPNZ(BN!wbM;(bi)wl~cuGmjUa&lBw0%7|ZO6J@tB3JTL%bi@H(s;ssm6c1utY?D_n
zFHeKJQ8Xy9PYnN5e``2>W%`UOhDMi=u82H<m=r@IUoj$GojmENTY94RSqZM@-HVG?
z%&5y|?~8GiJzYWQ3Yez=uFt{h&c&}~?Hv@;2nu)mG#30}7Z!ma1Hj@pzDf%mR;yG{
zU`ffJM1|z-pJy?2lf@b5QD@~$tJq|7Tc32nn0)bd-Kno~u=pGY%4H*?%Ou0Erp-GR
zP?W%|O=47c?e~03LUUaiT^CeJ7&Q`RorGC0X4FgE>yo{ylf5dW?nM&jk<9IT3Ir*;
z14DOhagSTI6mmHzHwuW{5?pf_XLNQJaLlW-?dd~%!HR5Y{^xd7WIZ(^u=(t}?`|w#
zaf?hwx*~D{SlU6RUf0(-y_A{4`7D`OU#`8oTB{`P)%m=T7zY@LLo&Z|g&0TcC%^qB
zYxkg-MkH(QH)3&gC_yGS>Tqp*72?<u2+`W{@Re7(-U-n5;!~~s7w&KE@)DW<m|dU-
z_#2#MFI2vkJatz76jBa_p8clett(73Y5IF<9y_Mrr+?gN+!G($MRKIkh;&6??=sz_
z&OJ8SyC#uYD~2piVI@cUir0Z%Ka`{sGisCEYQ*4EVpdDst6&h1S(?K=yhpTaH$Ni7
z$0yd=F4lQ@tg~&Li*>Za;#e2!i}lrTUACeqT;CY(@$R^L+y(p%>59l4xNm7Bk(&(k
z8>i1d;9n?lC&p=2_O?r@NMh8a`5cvOw#QW;WzSm>qVTy406Bi1t!UHw?~I^ukMCny
z)^JiPpb+vyZ1}3Msy|E>CV54w&;Mh@m0;D@K%9wn-cMW)gRgo{&%m3A@arKRq%K$$
z3z9$n27eHBOr+AbW9+898TxRReJ{k{I-_vy6>)h~^W0fws~3KwN4`MrMn&99&eq6?
z@VA!?jV>GNeYSMNZvS$L_bCb3;WFfWj)Tlm)dkgn*Co1wV{Ni$buO=PZ%|%=ATEWm
zCEd&C?$yh1UACe^xIVGAr%%E0erVV?B;!V6V<K}J^OggT^Is+z)jRVNeLs`9mJv&)
z*Q5GiSC#BplgmkpceaRew3Rt~L5RY8xZ<3wOOxYJ>F*m^Yb#ddkL?6ZX}J7E;o5{M
ze{fZ**A6-EH2C3mWx&KB@8YY}t{Za9X>gO55@2GG#o=V^S%AvP4MUDN3<mc<;epqx
zc1GKN^iwW$9{d$U3354s>g_Gc_qTPto2-A#=RYs_5kzWO=*ZMObL!sdra3RLuU=ts
z045n!tpgO6Xx4Y8Jq*NkI$Kiv90&0Acilku^6dFVTXNI3H6$@>C7a7+O_Ssg-I!1Y
zGq8;MBu0Ij*XIW!zWC$upBU<8=rbcGrT$#72aZYY)Urm935f7MiF}o0_|?qCIe`ty
zPzbIMH-liINj;9Idoki+=QxVR$sW;;HVMu)pOqYywPR3ZBT_bJ)3BX#Bn{UZs0<j|
zZ6Br8v;o5hy(6{!05D9z$}(*}SVnpeTy&o};JfY0EdrGmaHl}^-ZrI8;|HuU9k9&k
zz0kP>v0#<v0F`F&RIqBmjDagi@2#Q@_$^TRnwQensRKS|Dzyf;zfcYUQ>d*_S6TTB
z>BO14r&DvO^fwa{c^&APR9YTwQQn+VyV>99_B;^R>3EIWJII=hjGD|$>zuin+iT;Q
zCjg6k`zqqz9Jq{$d*v>#)5nuO$5$lcZ+&HLct^wUXU<-oF|&!F5He>nZ!=&>-|!NN
zRPLE9_Bbi-WBqX8ol?C|Wp2+9Z?KJZT#80+$s93`Hi^zQcduNOwPR3ZBPiUpax8Q-
zCX$N~9M)0E_6JwFO{5Y$XJEqOfmk?9iIPYB?*~66EJ`)i>Vu%!0|D)P%7b_Q#!-2~
zQ^69{u6rw4=)d=qpE4$dPhp{|bG6^a!c}4y4y<1{B-3V~bjb(ct)B6eiGM=Yu{ijF
zx8f<(N8y_5^JnYl(oB0b{`OKj)pQq4`v5hZZ~l$RluP6uDE+?Vc-tjM$i^2*##eQ<
zzOr0($nR*P*BJ@HNqWQICc0K6;!&)G&E;{MO5!$^f@A#VQsQF!Q?Br-_)X6*cAS)V
zy*Yk!S)yxs=iADfv%MOr9w$!hYr<eJ0}^)YGsDB1tv~&A-P-1+5g84;mnCpFa+yT>
z(rOhP0n@83sIP;RS)a0{BF&2x=dd^m1>$552dkvDD<A*#qpbacA{!wD`ok4WIt>d_
z#m8*P1(9nFge(hiu&q<xPgwi`p669H9rf--cO@)B)ob$mt7rq-qSgN75gZJVG3BQs
zmHKsqm*~Iyn6J{zhf%n;AeE50@7s~z^PT!Wpm08u2RsW_!FCY$%lc;&5+!h|ts>Qy
zurbN`3rPE>P3W8WTUR1S&!H{MpHpEm^_DK_!oQ<%ogSEw95JTd)YrK*dqLT{h-CIT
zDWj%c)2TPe5@1}Z9w&3Rev!T9vz)D;XLz0Iq+#Hg;&CE(+n1T%pNie8I=LA*kua*k
z&AYtMg6n|hrFou8cCYIsc=84@qe=`r=Bh5#!9mX`3fHGb6i$D$ZrvR+1vRD03>_iR
zOZxhUS;r*Ie$putGs=@aPG|WSNH#mh!r8|t5GON4J6gv$SmtrIKKbpjti6IF8&P%B
z@(kO%3UV8mOO<_*SV!}za%+eRU|;cz2Da^l<!yydkfC`@7_dO+-8J+9Sd{7$E@XOu
z@3jh5eqt+I8oaxA`5-|2o&_iq5w>4g%7re2KXV--Uh=`76(8)e9|Snzy={0Yoh+kp
zY8b!cBtYq$m~L7y-7KfqS{VL55T|p1D&<+-q)og8JNi5M*uV0_MnqDT2B&eE&`#U9
z=JOjQ9(Y^Xn~gXm7?;?snz1;PqB&)<fw{59l%-Q#V>cBi;e-v)9(Rjy{n7OKbo+>P
zM*wXDY%S5XJlVZo=#*!oJ=0?R>YZy2rF%BG%<^L`lZtV%cR6HnVn!wSKkxFZe{kbh
z4D~Yfv9;kd8t#ciSMfjHfB(mi@UKDa{>a8x^!3hc43v1)C-r^{>g$)ATV=BMi8L=^
ztka@sdmEWEnYR{z!X-G{l%*yj4W&1=7W@M&<9C$9$x9RtDuINl`b`^{wB!RUN)50w
zOsLZ2sdUL(DQ?j~kBI}YNN^Fx-vI4w;VZAA4Tv@$h=r)O1awsnQ31Do#Tdf+cwqIK
zA;EJ7?pZM?)#`(%;2r_welq(Rg{o~(1y1GH@G&b7EHTcdn&2V0UQeOEToDKUiEQfp
zf;si`Cf?8`HMR%h-k>#)_y!~!144MsK<}%0R>%GJC%B(@!zf&5&@62A{;f9g;HW*)
z*lObXWM)0_RQ%>r&dSsUbcc!h3xtk&$;`TV*iumyx2e=_y0^=0zr|)QYv*z$jM_>1
z3xb^U0mqZiKpdcOX`ZL{1f2oo4K*_Kx#8t-zZ^JlnMS`vP&m|=+W#OLQ725w-BOYO
z<M#cw+@Q8kviqqV?(t;T^)U_>D4i-3MA})zIN69-E&Z~*Sk@jv@vRl7aG&MiSyWYd
zpm0PKt~pTou|S16;r+0A1OEtvfwk|pDYXbyZf{XqYck-}hQU~{>SMMtU~#QN<xQpo
zT*nW1#8Y|9QEmzBP=NzHP@wXopR%jjfFJ#pbC(SYo%?>n#=+t92L8@fZX^08Wb-q2
z%(4#}5xL*iDBsL1r*BiJ&jWGURMTBly?wN-fECv$CYKEHinuoqL=gRbB=Qvl{Yz$M
zbsIv{S*M{S+MBst7;R%zr+YTUZ!S00p5?nV0h}k`-LLVRN&)j>tw^3jT_JSJOLni1
zcP$q)s$w@5FPqBnvWm2w;=0*f1kT+p!qYuZC%MA1I++u;S0cr|z9jVmhO(%AZv;tx
zdh^!R88fegeFti4=w}e0wlVd(fo`==ve>I$+&i;SdjJWeT*5q)=^GR0VuhL-WCI5)
zJPK!f|9TUKdhp-Sh#3vvG+@zWEJ#HjbVXo_Gf3sO5A01a9QHqLwg2&Eybq|_o)v?p
zjD2^8#(M?J2VueBzpBEY_5RsSL+)->(pLZ9JneU9YrVVCYyf!JCVZ~qduHPha2vKm
z4RAl#@$XL^`|kP8L)wB>J9U6%z~6|IK;@IE)5v+_X;~CX-}AQ@L7AUF^W2PyO$NAB
z$eR?!8NDd~OCnz~B3(Dq`+TKqfnSN#y8-Ted*0(fM9cu<HkI!3KC^m`|8$a7<hr90
zMh#$M;5s03fWmFFO_*tHD{{_HVb--LQknIE4%r4DnJzY4#at3@HF1N;DSyZ6129JC
zDwl~=w<-y<>hp?kFht?{#fZMto6A>RH+o)_h0q_sQ>Yin#@7uEFId=TxECcd>iWNp
zUCgMIGHbHfwNf`%VqSynDa~63yb#VRm*w;5$M0qB4;0@B0{q91So#878h5D7DI5e*
zDi*8?HHSl?9xr?-!XJj<Cwv@1xB{>Mzb6F0Ke)@wiCn6%i<~d<hQjAJ$cVqG1OEAQ
zr0$~q=H%?>>bw0Dh@;>FBZj-FyLon33`lU;7P*)FGhlIsBshSTY<$ho;L;rPLihCK
z?PrpJqjv3a1PrHe<$%Iv`J9_-w0P+hw_V<!0wx9k*cza4DIO=b*u>5-w&6QwCo^k_
zwo^#bT!D+O-Q|6D9&M$kWz_Pi%t`tSR?p=S^iSrT?IlQ<HK|)`9^S?a;m~fh9}Mr|
zx*r;LnfSX!iPZkZB?|3^3ANBOTfFtGL}u%*BH6tmKQK4O**03%eC91gth23j^|Gq0
zR5X{NcZ?{9+qVwyXi%3qe}jos!Siui#DpwjJl6Avg7*1YT?cP<-if_9eha@}weuZ1
z-@pH(aKtzXI14p&H1~itDZ71!X@7>`2(C!UrY_2wadFzz%SOEsh$GM*)4;hL*%*99
zHjxcat`lW%ua0*=3FUu#C>;QJnv_`=<h*;bq4^e@I6R9A^QWmEC*wAi<ZS(1<eb0I
z)ES&-c%24M;S{biZevNN_oo}o`71tl_py#%HpMN?<0NU^gcO);l{*PyKtywRC)-f`
zt=|mi$-mXqT%yr0%bL%;MZmSe8;xnV^tI2}d8Tctk-l-E#hXA3Se$2l#+L0-c1v(x
zfnss}hZrYYiObT9b=4T$Q6U+nH?|horG?c-V8NXsIN7ID|BHZ)s4W6G%f2vk7A2cb
z$)?fzEB@9MfHYDvsiYjrKCb;WgI?lqFS%=CAQzc(OHb>|<r@xo6eMo@G})~~fV~?D
zP1v&lLvZJpPIVivJEvVa#I?eAX_EhPDe(VXyY%sTbH)zSondSpvT85UumD*fqc&{y
z{yEfT+n0%>*B_r^xX9epaXQ&DnOP@~Q8-3Taq?Ff3c>ZSwLX4)W%86OGAA~#K_ea;
z1jjE8jlM86y3p|u9KXgde);0X#*T}Bed+>!<*SY>U%&Wl|FSsat45?N(`Oy>ED-yg
zmGNLcMx~fhlg&92znYNw?QaSfX=eeB5i6I3uUN8k<&w@T;0PXuuUrz*aS>j(19w`0
zi#zfABRcNvydR+b4eczzot@9h9UNf&VYGu~(gw%xnyz55k_%C|H#VXi?)E7xLLcTR
zVL6=arA7X8z=eE;>R6EStt2z^f?4ETll~`foq;$2;~bi0+Q&Dh&bUNOYUo`e*Ir^o
zZlutz8|Yn`KC^5?bUN>Riu(!Zy1OAc0{NJ0d8)?=AL|%ztEe=OQ$!=fR@(%?&A|I?
zUz)VQ#9`S~H**t5p;Mj&=29#0a=1FaV~+3A#01xhWM(~Maj5m=jo?aG`8fH3m{Ijb
z<sA%BxPCO^qrSCvt=v*Lf?{1ZB7J8}d1y?zMk06et{Wus17pg)t{06+;7)MmJ`V7b
zt6iuaxD8zVhHOmSe3L|O>Ud#4k~cgAN1|Le)Ty^;iMO9k?#o$P-2>r*YVx={VQVTu
z;rh3`0kEt@XWNuD%adGeJNX!3IFeOM!A0;?R~iN$Ca+#5UA+t(6P#?G-*0azc3BFp
zM-!c%4pxcIHgd|}0PtSa1SjkLA%VaD@(YIiUT+y-aV>vhsdMmhI5iZ7>k|moT109s
z(FVSI78vE3ne=ZJ++SH7EQ-sf@Aq4NQ=fF9SIXgD_hm$;Ts1VjPBlK`xMeT9I>G&<
zxZ6opz~a(98`3%&Q2_@d5~)zL*W+Zq@7Fn7KL<xbytnfu;31%V1PRRWI-R@q3&88-
zkiSV7)e`sWAHPN7mNKv()6?aa!U2laWJIdf)3;SorF}3cbDYL)lJQrDMu3||fArDR
z!GjknD`$<<xIrQj;k7zlJqs0;c}mJNhYVSwta4OK8@wDm1%ANvapPtUQSux<9B{uc
z3=G3YjozdAfA+ottc|o?`#a}9=X|?gq14;mDw1SoG6_)X?t;|`(5-Jv(7GFSMG7Ri
z1g+cdw%bB+sVi=E-Rf4hEi(TzGf7GvT0#<d@9Vj8O(ruFd*5g7_t6g5F#JlLu{cFD
zmtv0Lm4OyJ7ax~8rK`G~R<$K5c+Q_e&XYasyt>HN3Fcn5mR3TnT{FG@Tzz0=o5zjt
z5?L-D+0U%w&ql49TMDu5RjhE<#yF={b78wShAo@hb~E;1t^kB>rRCs0MjgqYTf>I8
zt<~(oy~mjecGy~N)l3#Avh)NlI(bZLY&eBXaJ2}ww8-!C<k<m;!quk8f6Q{=#w&DU
zgS!ziU5#aYwYX5LTH!$OSm9Vn&)Yo*<`J}}%~6H+=3%S?&*xzUT%*hVM;@LX<3~p_
z(@s^%=ZRdE9$Uwi{EcO3K1}8U+hB|Bz4dXAEg!nCmb}5%j$e=YD3cx3f7f^?{*K8}
zD>G3!U$x+MZf+i9!cse7`visKa0?h>=HIs6&_<1xwQO}C=Vx<xz`h3S==|A9|4_$H
zC-e;pm?L3+0XO@jlYX*+;kwqXx&QZnK+kB`Du)ZSZD=E%==SZWHE9CJhqP@stx3}y
z=2bY6-B3AyV;=J{yih<UPTlM`_pCqgx9=<cU0dSoa6;mk61gOJyUoz;HrCrkbx7gH
zkMs~({MxUpwF%Lwc@sbTQLtyj*x}vu+u3y$uCf|DZ&+WJzinllq$@24%^%hmc$(gi
zKRER72IOt?_>lpV#*8w?t&DL|SK)*%f-U1mbnfu;(vbt$>&xk%+G*SS6b>HY!{??Y
zQFIP|xw_RreF5uBE%=jK{}aRFkR!ELWtA?S!r-oxEioCqX9yWBFi~+Yt!ffEB9iPH
z-F5G5>+6PCHi6UGsjAT7>@u9Dh<HAiQ)FzM=CnO%Ub=*-)60f5t1+-yeUc~@r=;#G
zRQKd>pr|Y>E9%o%Ls=X{v955qw=n$IrcG9~YJHC&^10Y}Jw2bFe!jrr!mC9*#vckZ
zi#Z<H+Eol+(X!R#CQTm@d?0m~fx_{yL5&&#-*ax(Jgi;2xy@Vb?$Gf*PF$%2@>WIi
zFn%G&@ch70VJpuBh?8LLra6l#sW>&r?Rey(1zxt69-=yQK{DLTOJq53SRZcd7Cv@#
z&v(0S#{GE)Yex@dEppp!-bJ-}iY(xOB_jvG!5hX5^RThl!caI1AvUfvIkCHmZC4@4
z*v_P6;^^&~8Vl!XYqi79D#UH(gKMP}%4Mi^l)t7t2zgx&B()=Yz~3qv{`PX4k!##g
zZj7->6%wUJ{sv+kA>iyJ?Yw&2=`kRez*N}yTV6Ph4r$Kga*HtDg)!4&=O6WTNtb+6
z;kbGrOgq=)+l5cmJ?$GV?yX!|jNy42+3y}m8ZfkL7(Tg)9#FWuIKPm`>-OW1c6xff
ze*Do|SND%j`h`5~3S&%zgJC<(&}h(q8pXBmP|WPlW*n)Z?b`MH@yEq2S_ZdmH?vtY
zpsa8r9G}NT%GH4t4%Tk@9B#g`>Cpvo66Z_}oa|D^^pLsHzEi9`M0MJ73n-kY$kKIi
zPhe#`Y^|lgjJ7hyxviUb({FFkvf0F*rXC^-r4<fHon+#u{#^Z$Bu{Cb175evYH%;Z
z4&=|RfZdsOY`b>UP}o>EdKg?;1Fdi#cGmDM4tZ<<@`j?|Y8e%bNpsgEY7O$D)*gSO
zADhr6P?qb+Lc1Hrb}<Pj>b#Kemxvrcir*`y=U&GVHw}p^1eT{tWe$&d@(o@-$0)B$
z_oMS;0%oWAepBH%trpgU96CR>{0&-%stqqPGD|hGx-UzvuF$47Y*G`wr7c_C!ihpI
zugecVxHWJ77r}=;mb$tRaN-<etfSKwcvx)v4&=Z84Xp1HvxmJ-0hf0dC$bEUrZ#CB
z)2_p;rp+vLbb;m-F%fsPA6BK`1t;J$<Z+G8T2GTMI3v|O{^my;;!=X=CPge*>uopE
z({@zdkQtU=fjAH9!D-dpOJoV$W|Rq`-@GXhu=S&dwbE_0e)Lc};dI<cHtp2g)~bE8
z#;${U?Xa^_`bj-(EWB(jL#B)yf^&ZD+jXodABdcV5Tk?T#+$Qgtr{X8Y-`ksqt5=m
zpQ59;P*J#A1xtx9#Zm6+FAZ0pgsla4Sz^-TzzEYwz96D5dZE_95En)o>?R$y^|{rp
zKOGULQhm<cE?JgH_i^Cz3b}?^v(|?@AN6(3lqy-A#yDA2O5p;X(@w~8P#~NdQSt0q
zVc&i#T(*3N(1tQD?-eO<Y2M7^r=Q;lgatgzPOpiyZQBZgP|~*T;QutbgA>;=oF!v$
z@Z9DtoSQd?J<1XyISiMBFSxdKE6<;P+TP};wXIuc7#huP-r_8Wo3HB9BFa^piP@gz
zw9Q%V^X@Ye@9&ruJZHCbroFeVb)6L$*~)lAms<`Lv~44sVI%!z^u+Ea19=8O$pR;j
zX|3C6mDM0%Yku~lHjf(t8%_gybnfu;YO5ivg^j()7RDPpe^}ps9DR4|A^e|P`~Na#
z7-2MbXdj?_TQtcE=Rtc>t%F@>{B`{*J^hdsP8E25pW65{U0Oul%%@%mo!eXKuJ>|t
zhbeo^$rw@?q5crKkBOWxO3*j1@4l&nZW$7EL|h%*p)h&*U%FJ3q5c&M(Z1PxrSnb)
zh?A>XazxvO>29A@dJ*-PQ70<jzJ0KH%XNaE$0ya!+1}%Cj1M&3z;H>6miqtuKZ1Y%
zJFsorOC0Y0j-5v8=(;s;Zmy%du665sII;DopN@9Yzlz~-aL51opX2)axr$VUTt!;M
zfsUPq>*(CZh~T#EM(OH~)@{7Cb(=gzQiDqQTQ(0X<QQen+~6Zl`9kiJ+C}P^7(6#C
zY~D8C$(EkBqw9jd(fOnnlX{q%wEyXU|KER)GA5Q=4BRws!~m{-Z=((ac=}yCwSxl|
z4DUC&XJ;U3{=bYCv}<i4z`Pj#rnJJ*X%RLS-8!{(8PpS~omt1Wy^T8dG3vN()KK<S
zwKKPO6pk)<GHU;pH545MhY}f7hOm(eUn=sbejk5x*P~5vt8^sMgAHV)v4S$Gowj{o
zh%*T#_4f%DZybERYoB~v1(klkz~bnVBV-B3u&_t(6Jp=6MW-Z=X%fxrp`eOeM##MM
z=TBa%d$u=pygYgG8Vp5(uXft@F@?)A;;e4fdU>l>3tP7IXDD0|T_mLaqLwYCKex^0
z(gv=8wrvv(3`;Qlv=L`(o1Y4qbCtHW946o4gn{9%4jtj#iySUoXJxC_rwomX-ak@B
zl7|sF{f9;@Os11}>b#?UO(Z_hDKl*0pVFB#J#9zUL4i27B*^qWU961pQKrPW&g2Tq
zK|XZCLjQ4Q<e1L<wWEeIHAec+?Az7b)(W<#^)_2(F%Y(uL2m5h#<9a)2ld=AW;k3B
zD4(@4?l$<HvsLZPjTP4C>pgMIxjzn4C>K?AsH~(i{TM48D)9S#{B1SctxV@kNMF-k
zeT>!3*1jM@x<H(u*Uml%M7?hs5LZ-LBkn^M$M{)t2(pOBD-x2Y#)xAUo!H@&Uj4#x
zS}BYd^=QE5G871>MlgPyxA*Q9k2EjPyrhO4hQ-}yO8frBCvPzy4@lQdoOsAQW#i>w
zgDus|R`>n5W^WD;g9EN%bZK9hYj8YVFrT@UYNs{^t25%NVaH=`p*{}DOxBXR=iL`Y
z;us(7b~<uNfbY~XUba?s;7$crBbhilX!6*=$zua1kM**(+&bPI7+N5+$Ahu9!BfA9
zqqZ`fP4dfV`k41w8B2|PnP#uB4a^PB1uCd%b>ZOa&|l4Q>a+XzC{)o`rFc}rkPuyD
zh5H`<Mt5a(Z~S7L(deB6`H>_U&R08C`<x+;qz!QbgMESx8_i42dgRwu%hc+sdU@qf
zSg;px46^$SJ+f$zpKF%1iq6+?<zG|rcS;I(J5zM#fx4$U0##XFe&53rh)o_TP&;j_
z%HP<>%Zi>^Y#9)?L)K-*(_E(CR(6$xa}-kbI@!$exrzo`mlX%7DkGKcuZQ!Cxtxol
zS;4atC5|a-pLEp`sW>TQUaG&?%|kSNyNzm#{VE!4$=hR9?T}UVDeVkZkg=^*c5ZvW
z$JSQG9`^LD?;oZi0u*lVhE)_Y!KoS*WmNb`g&|JubV%z&{-agE#)?Mk;)ZZ!0;S7R
z?S$<MM9w%u&~0b0V^%$`8xYxbM&YXJd<@U#5k(w>e6z0U)7Atp%=Ba8pK1P9kD}uw
zj)_una@6vZPw&5?ryE*~st;^&_!sHvbZHR{^QCIF<k0y_L=nN;>lEYTk|EKC1SN?>
zqMtY+z$q(c)o!0D<2~pyzjfU>wH^zdIcq=a((xnoysJds2NmN&47Gvv10r8)&4dYl
z(=A`qlycWO9yPRcY!5P03-}u;BTd3cqum0pjbn;T%<_2(LtLHJTTr}F4$d#&atjIU
z;xL<CD^jE`=`?@ShFd^~fjPKlwer&8hykQ!4vSZ~hTyLYcnm{5unh{e^)M9#zL
z(1@!X{j6!L0_SB&9W^!)^;1MnoFEaWh0j~*Az~8&5R0oF@wT&)%&>d)?5VmZeZ#=t
zcj&xSCLmw!q)4kok6P8Z(!D9QM)#qQ&?>42H<A=aXs8SIV=;~(yTtWK8{V_j2v_)0
z>#!ZRvg8P3lq=#G<#q3MY<{G_bE+@g1!mTZk|VPc=-fA#%+d?A7Zp_$(GcAC^tyu+
zxf+(2s(m7Fr$rR=czJyX#yRe$8zO6DEx6B1g2W*?a@n80Q$@%SSBv6hYk7dlMMY6?
zHA0yJ<u&p?m%XMAyHXqUs5MR1O^UQg*bq3qa`(pN>sl|3>c@%gVl3movvg^&$h+Q$
zliZ!8-^K~~1V4|9<>GZ{g{vxb9|xMw<#Txjd_2>BarlB{iA#o*t%$45PF48)LCzU_
zHlKa|_#X;sGYvo`qZnUiW#)G_%cm_!8dv65>m-j5T;=l;r*86JbUr}cGw$0&Do%@8
z;pbtaK@~Z)S3DHyy`>k<s(ZR?H)?jjC_GMWY)q|brX(jwsv~7<now(-9g+<&+1;1z
zWv}`C?E{k8ExOzJ!F>uij3ExM^E(>dN|o7Q+p1zjiBYF)OS^q@_Xo^7BNZoUW`XzW
z-Wr^e!rV@uJWx{O`G}x8z(4Wg#cek?I;jB};=W_%(vz2Vp&DEmI#xC>KEOH6Pg`ee
zVxU_>u**yjntLEa-1my7$TD=!EEEFw4G0Pfl1L<8US5fbiPb%ay|es%hm!Q7lNwM&
zT(yK|xfQGFDk4|C@sTlo_|bHNfL4&V4~QHunv`xBUr1-GVL2F2ZS9BNl^hY2ayf;4
z`o~Y*61<o#92YOqPFoy&?4UU*H*y|Pba6|SO?!kIfob&fI5w`-*hJGxi)fi(cma<n
zG&4Ik%TF@zoYX;UyXMi+8cC7MV!Z6kJw&QaO>GF`ZEJPz$RTylbL~S#Ma94V^{;j7
z)-7MY+}_?kDJhBF`Smk_#Q|YX_o6nlhB#z}`#OKCT-~J7UH8?7pBBaq;ly_Cta*(X
zs%ePh%gDYF-SP(w%*WV>xH=4n`{<6KC^^C}!0;lRb8?h;*YYG^=S;eAoZ9t#4MpmB
zBGmQN;T;!VzbZo}IL!h5UsP6>J$zI=YV>u@D-fq0!kXYPqL^cFcKF1gC8q<lx~}7_
z1c^A=-#J0HXo;7tC2NTDP<_4M`X}s<CYdgJ{^+5)C%X2btgOt~*qGg3x^(I0&70Ys
zUq6#Ic-}Zgc^J{18c^5NYDlGfV`^Q?eX@c4y?xDOA9^RXMTAUH96wUvzjjQi5tEmy
z_UIsanJI#Hsv3689ya<9r%=E7XZ;oWRx7H;(Pl$&VxUXfh2uA1Zk3lK3a3G+WVGVF
z&6|sP8Zh9sP83Cf3b~xzE<Ju*v|s9+p~WUR<(zd)4V}Bkf97~ETWhA!uKF2~770t<
zJZ-If?5vLm`Ko)0Yb%;IZ8~Pm7&9}o@#DuoeM;x^)?oQx_L|!JD{Y8d+f3~QNrOe6
z#XzlWRO-#`wX?rT6e$Q-KN<UGLmUVmMGg+`c6HFud|X~=T?6hB7#nF*#4#)|>yl=_
zJbcx;0H;)mLxQi8BdJ^Gf0@DsIcG$#%KZBwoydU7!D$v4-^4%JR|<OfDgI#8A*q(o
znIHu?FKfbV-#MqGv$USSF>^LKz%?a&!DdgJVICrDCP5WRb%m`e>>;9C+utoNRQC+m
zN|cwEckI|PCnx9P#f#3)&cVUKR5h(|6kR}>e!LV%xi_Xui=gTvpA`AeLWc{!UDwKC
zzcm&`n#csCO#AF_RaqQgMhc@%16EjG*T?97TU@o@Ae8r0+F6s&<(A;w3s#f%EIsb)
zltu@xC@YO<aLJKCr?lkgd}eM{i@+ggYh8jh#NBidm(mVFX0WNae`x&?`WM3rxZG^B
z9<eLa1L%s}3BI$`KjXev#0maR>A~|3g}Tl3wzUE_qEXEbG+aDHmL9fN@Vo6<zvA`F
z7wVqhS_xolIF7U1QmJ&(q)8OR>#B7!>r4In4iz+*+Mr8U7g>dp8a|R$^dnu)cZH5D
z)`A;tszp`czF>tDMhJMZq?NS$jX@*waV$qe%n^*gMo~BpqrEmg`W$x-_MewU_i@nR
zg}+3c=<k>kIzR1BF>47|(Tqp<cCeiq{yu&@PiS1Au==Wh%xk`|0joSLpJSBj=Ii5_
zrfr4bzBqFoP6W7Sh0O8woH)Y6##-&XNV~+t&RRNgR8DHOQz;SN2e7qf&6?%q<z;7Q
z&zd!B%^JF}UUjW-^!dz@X&%&uCQLXSGQ@o#3KN{WPM)8sNpx4f76!k4Rw7BW*sh@q
zN8B<XviTZwFJnuNC<@2raCwCs{ZrFcM$9|m=aRt$#cAU011Ma8bK0RD7bw~USKUn1
z($doW{QR7poLjeUeZ%xe_%@W7TNEJ*SHoGE$K_@Z7#X}EUE+{P2R3N1F}#M7;P03g
zz9>Fq_S_vPJGDmq&DLs%omI%}S<fEar;tzKTQOwFka6S2nVXxhTD9us%a=7fnMu^5
zo?NFSJ*f4K6-f<<$i3rlmF{|#?u}n<?jYJb0+R^@8s7`GI>LT_VK`~Di?sFWeSIJk
z5m)yG;=Xvxc<1E8iBgV1j<xMR=birZPy36LX(ND!#l_K9IOn9RmmgBqHo?LA>%af|
zzekTAJ!sINjT<-CeCi|A9L#_7C?+PK9bL$gTAi7QVL3Qaz~lU}XrGTbsUDFxr5yKn
zJQX@G)OYGw&vz6KWv6~kM3#ONM`i8XNg@8GMwGp!ACIr1HZ)UEIOI;HrIL9pU)z*g
z-P9{?BpxZ$>iD;hSsX1gvg^*Cp)LdO7z(avjv?;7+lRd5NFkS7Xl8a|mUq~q42e^Q
zWacrAVsZXXDLdDmuF=f<=bwKB0)a{<HNqEB@$zNy;2{Ob1Xn$w^TfHF^R{mO&WV2Y
zk-|yDFn^Q67iNaIE%lyg?qP!rabFk41ZN%SJni94Isv~D6~X*gym|BHErS~PPpg70
z5clLd<;kbkvC;c_$PmZ&LM>n2gj%DM71YBlvNNIJZ}o}A8HbUEdjvDR29)+2Scqd^
z&P&Z<N&&;h6)x{0mv;#sIo!+iP9FOzJZ7`|xx6b1`-XBq>{K2M8`<w4@D(D*qwN6s
zJiOSj<JpPxch33U$L*y5tmCXxRgEP_B;rH~QyohxPR`4`Tcf2YOxRYfT5Z^{!QI_G
zB_)NbW<^JY+Q8%3xZ>&&m<BCOKe9ZWEbiWY_uRw2&S?@Ysqj<ti5ws3d{VY_-;T*P
zo+9(@B1>e2`wE2<S^3(JO5Yg;O0S|u%{>un9c*gq@AIg&N=Iq~H^i}x81yRE=-&0_
zPuMvakM1l~H{();z?U+S3Cwo)h?>#wu8|;{__|#phlgFo@JD>|0YUynkaWkQDm<-#
zhutUm5BX#XhAT-LY~=H>zxd>BoS(-qz-u^B%*4EXoxdrCOBasI#rcJX`q=|V{_Yg&
zzxZ6BI9VcAr&HCJu}Db8Nzp5_%HP(EfB}VT)25A|pP#q4_o-8-C`94v5arLGmkb%I
zOq@aTN&c40<K+<K4a1IU(>F+6QzZ_G^_9Xgvp6Am_Nl1Fo4qGmG7)iz!hKdenJBnm
z*BO7^xK7aw0#P`1qq35EdXw7Nj_$Xm;4lqUnD6cm{7sMA&~{T)e_o84aRk5K7~hn_
zek0>B(rB+>f!BzlUVRFAUoyn8RyZJOLG9WNYSd_K<Hmz^bQZN}d4a=ai5al6KRW5#
zG}ar^NGGCQ`$Fav;BUn|EK%RUTu0ZXdGky|qw6@arOi)!I&{pdV!r$O-9#Q8hv#7Y
zB92jsnOXX@wGoT6q)v1<E_JDWrc_-*kaI>s*4>)Ux!12>^LRW}%w~k@;PK9#H(&um
z@YPS2G*INVe2F41FK^`7nAv~$xn!^@;lAqTTB>Am$zcl;e5d`g-DV`Ba9<D)k>w6M
z>%@p4m`4@g=Ke!a1rEB<HR4zr(?H9_$-i|OUC37_-oLYPTu)&nzkXyfe2&POgb4(@
zyY8{?eanc<#=k=0fOjPu7>2fMe?s5T_=g|F&6*c8F9BgoH#D--YqF$e%UvBhj@H%v
zy_0?^k4`DQ!r{8NYPG6mD{-@Co7=Q0;bB&~x_{~$6v(exZ9^P;TcMq*`~ohoh>u?w
zA=<n6s1Mv+Xbqg;SLYpnBx2eG7q|BGn}2Go$KJeoV`yktR#x`*?OSAjt9z6^dQ>ue
zL;(*O;yy1pznG(cbjo($IVYux5V-nkh4XWumt#_KdYpT(mp#kh5R3bSY@<7(S_V5!
zdwAm-g`(gz3Xe+YHVy8KBeen7h^wH}I&`n^Ajj@E=f@bEXkjnZ>hm{JMjD3+IC})E
zyhr7C?N&%PzW<U|&*5P}pJ@Ln7aO6Y8`-Y?4V<{d;a<b={T(_EZKQL`kV6TLhw12e
z{PfdR=H_^j!(G&(rL0|hV0W-{S<6<EpW9x?iCiu(o5QWyJw;J+ge_#3&*kI_JIBw9
zkh-P$(uL#dG|-w3grl3Hp3Fa4V-p<3P&h7^TkDe;q560f6MGZJA)iF4sUOU;JPgYr
z$g3QK^J8a*FG`g<rod`N;-EnZL@JX6sZ&yjn~TQ;HX=^_lu6UXLuBb~Yn2cxrH~0u
z1F_$MTFWpQ_Xe2MplGD!-nep8`?WEH4P%5RKytzrY^VN;Nf^oBV|HY0pX)~a9Gq6*
zpCE6H6%HPOumOeJ+UBS6x{b38jS3k%TM-XSH8dKd+jxDOHn7v^fB$z$%T~oqARIg%
z>7?K7haaamZ5q<9olEoP@%jcQjW}>tZjG#PRc<lz!f`w-kIN~*xM!v;37=b~aGZ*x
z<JeYT630Y;amua~U1LCHT@;;c+mr37UUp5kJ=rxGlWp6!Z8u@6nQYs3efR6<`_a4i
zoqhH`XYIAtMl#pu_kFc(JSR|zL$!i4b-TpQ%*3H3*d%w#x{>S)1J@)=cM*8A_G?v1
zF*$H_VXy2cbnw~PD>L=#Iy)|sX}+aI!nEh5|J3T`>l&sgD9|R$2=Q8Wc8TYZ!;7_o
z_%_5*?q}bveE3}vXJbmggiXL;eNTFx%&=nvVNgmx%dq>gP1iWlJ5McF>5@BY{R}<T
zEp-dn;hC#l!$etMsGxtQ4?<PAmKm3VeOj8-mM-3hlC(5is+55!Q^zdYqA_MOXBg}N
zz$}HQLkN7EQ^{CVcb)(#_L#nZAIkypC$tWcraQ>cE=4S>>f{K-6Y0;|AKacZKG9Zq
zAr*PWXm}|QYtlf#67)pDpB2X_PYdeB+%<`ILeh6+Rg8CCH-s#4Ro+W**=RZVo%&Mm
zzN}4zaF-v4pvJDGB}|kvnDlJxrw;O9Y$M=(5=GI*mjvrZi@RU{kWeqbn}}tXBjBh@
zlbON1V8587*VP9Wl9Pq7xRT&+4gcDQUzgsn1FCy@Q0O~3Y7Z$?AOQ!wm5i5+|9X80
z?^iD%j+yNKiY(N;2VgVS-qdXferQf+-AB9OnZ`iy?TDeJsu=!AINHJC<eDF)mE*Yu
z5#X0b%n+>vpCsWPW%W1>mg6WGs911R1RL55+1sttH8ju-JMh$kX>BiYLp6pQI~VI*
z^53Gs@R%=@x@ym3mK#eSbq#(r+5pI4c{ZD6lKYCbl-ZI%yBmxp-=E>aALD~@+M8K5
zcdLF0_;+*~r)qtVdYe`s#7<-qUz6rnQQH(ESOSI$q*hQzRShSG-AOk8`bB{mbw*-L
zXt&^(6c$#&wswk!z7z5GL(jAXGiu9Q{&O~)HKUG>g2%-mtZM_OS~mKbNX2@-n#-{h
zHE(;iR<+zV5*^vI46kutGMJc3=pU=s$Iin(LTa|5w7E?EZcf>^E{O%_Y=f!$w3g^`
z+ysYg$!-gEJIWs(*-7<nOdM05HUG#%>}Hm_I)$kNRp_=g1Qq=81Jdn#5)b7V_N(V|
z^c8CUNcrWEj7fSkm;CxI_V#Ta{d<ba@y6W9NRro}rT4T%f4|1UG9!TnrYV^X?gLjb
zO(k}wm|Kq_2Se^H)B7z1eCnTlpjuzKo?DU=Na$|=(>pF)aSJ=20dvPc%Uvis20+|d
z0FzDo=Wx?OhU=qhAXxFsYl*4fp*Ppp)oS7GQU1ka6C2@?HPZNxBPc%lIuhyr7Fvri
zoe@FNb+^I=>C&BSXn#-m^7fO@S4YbqH){d>qXRHZELD)9R%rL%=C%>j4a91pXAJ?+
zL1q^c8l4<G8hK^jOy$IxXcY+aPc+Wau~p>xu*AsHYPGtFJFZ%NGMtKofNlc*UQwvK
ze9mu5O=}g4J2iXu9h6|}uV=*HC9a^@?q@4HaC~t6B@<3tVwu<y+|oab^uR5aT(a8y
zF*GpM+pKZH5(dwFWi{USaae$9*HD^-UWhiEL*b#`3Dp-mnOtAZ$U~WF_VKY?PgBe~
zLEgtw;l>$R!}H2LbnD3Tw3I)L)Q^jMX*!6R$sDw!q)X_IHzi|JTu;@*IBeiY6I&an
z2g9GZNqwg9lpO<|^67$@ew<xqq46+_vHihsSFuFXdRfvrET*pX8YlBcV(9O|9V{xL
zLl~OZh^1TqUYTHP-dnzY*Cw16B`<6X0v4~%AU%wtGc@xcx<PSn!gE@zgkjfJ{I7`2
z^EaJ($MATY;mUE9hIExAq!y-b-{6%FurZmKt#6?WL)?cjG0VMV8;jhcH|uY51(QFq
za$#M^-q@d{J+#C<xV59L1joneCdTbL+H|Ws%q%VB)rJ!obFG~ngKYcOWIe~fRWXF1
zQ1oxIa+vri$DN8Opq<KdXb8qCllb1EYhCDfR-OH^c2Up>s`cj>>i#7z9$m<J^6x@5
z<77@IwjwJvWp-pl;zKF0-h$mf3Nz?-UcPLOOoWOznS@cd_wP=Hz(~^baPJyO4MTie
z_0RUUxWr5Q`fHBEed^?ta>$*xjx*t^%)}xo=?tw}3&rk7vw0G<WWSnf*Wu=S&cFU-
z__>k87yYumK^DQO)2yt5jb9sDAq4uaR>V5RFr&y!ygStLN-@vS^ys5OUk($uBY(V`
zFMBR)a}2RLo@rofxvyw>g)!LgAI@1+_-tEN3yCHrPz9W4WcUWHET!1Bi?e5WS_SJA
z>&R;;{^iD4>7AbHd828_H)U1D>VOajWzVs&6j|pttC7ZW>GIm5-8=}nBTHa9a6fzR
z%t2}_Hz4{Re$!_6RdFVq{VVWSL3S}fW>XLH79xG?1WD8F<o*Bd-e4Dj$O-X?3%9}1
zm^`KvqJo0X#bMH9i>MlJ_&-RvoJ_2vh859oN#SAEh75KA++m@N>wg7U`RdRu`4~kg
zZ_Uqh#ck(|$A{(x;YT|ZGZn3!KbNP{3FjwRlnn|03Z2_uqH*KVhMjj=&eyGmm~a|c
z7Y6R>8+M3@Ag5{!uuc+N{c_m$7iyI?a7<`$(EW3vvV#F8Z>dDj*4v(9pS}I|d|O;x
zd`5SFJX=bwkn{F>*-KlJ#)9xrmynRK+G;;&H2zMqbh>ri?sN!z0^ERe_&f$KjAB)p
z{Fh7j5ot1(QyQ6RxdcGL{0%3giauW+)&<=wAhVzhC@3i@+1YQG8_lmUd**=urPa9x
zqhYvN&_#vRMz7z)KrGO8wf>~^h+DJz477(l^g2f;c@HFOo$;IA&);ctNp&7FKdUVD
zTd<L02ErNmZL5L)E(B4jK+mtpik$68erV^3Zm-8BeiUN9Hji5>Ua4g1!0aND$ypR<
z@%d7<c}$x??TM+WkG(Z><}w@Ir<3{0RAvLtHlCBJo339uD^rCF^SvqMHxh{U>jbH_
zwilGAqwCAFs__FeUm&(Cd>oBHW6_k1;9l6;+L(XE3z{DEM;bs(%nAS}LBnu?+wmo3
z1`4kyro3;*O1mxzDYP?Tpn{D<VP@KYUR5rW^L(wHy_1@PV$b07Wii+H<GDXR?-U&!
zT|QUfeeASug_(h2a%E*@WMl*YCOJ6n3HWd}kIxiykaMZOeVZE?_^~q-P8NRzU{1h2
zJ%GRYHD)@7_|GAo_q7#Cp9_avnyYqza-n?q6neM}T|=)L)~42Iag5eB0w4c5V^Rnx
z_T@q~*;hEeIQ5<8xTyXxhPdWq()0EJiBCR_#R#zVwa0V!@c5I?emKG2R04*+SfjVv
zXs+P0U;&3%;k*9=v5=inmr>$ieQIQ7HH`lvV+#3rQt$Ou?>Cq3JB9Q)nYklc(b$C@
zu?+P3F0T1)bIJhih2r>8n=Y}E$<lV$Z<oUWav!_Ww@Q#&rPJz-n=JR9i}3pF4ZWcY
z{#EP8`|IcZq5)uv_&=)Y2L|!+w2NXW4E&ugRI9L&d=;tV>2W%g|M7#Yu9;D%#qWoz
zK70%b$RY11iuGvVFb5&@_%pDkXRH7o=kM<yicG}gdWL)E&(-0TYKNZ*05z$pFa%d^
zma|kSC@AjC?k|9r9*9cY^$wTAscZ(NpxyWP_w9^6^zGyG)z)psEx)xj-ThFHhcm5K
zyY(c6<yY|BX@g#$_hfpFrB=Ull~Q@7D9_l~*ih?`&`=c)3YXS3v(!1enx+vMAU8O9
zXfTLvPf7mDRz7W8tSgBG37@24)`KYfl+H{?8$gk^7$+W9fo}*a+RsZ`=lZR0`?J(o
zSo`x?k}O=?*NX<eP!Yoy%e}sWveP>|Khj>$a)9_A_!etk2cSfN8*{^}5mR7+AAcUk
z*7;Pfpzl^6*bE{R6x8Fz`fATFUfC0J$(TM)i<YP;M9}`fVi^bcvgXN2S$EIRkN32+
zv_i?)8of?VK|zv-K6vMuJYnT>%sZp|dm(<Xx;Bkin$L~7l^2uXLIQ=P*|C<6*w*97
zAFsQA!AS|=N&xR;(jSBpKV9K$-e32TNF-p~t!qi;Y2kY{IZ4~5Sbr1Py}!!(ehwdk
z6RJ=kU(ZW9eBmJGqrSh+#=*DtHSX8m2JoBOTIM+V8T*Ha2kV8Z@W{x(RKRZ;i-4fh
z^Zw-b@9!X+gUNIU#2MlQ3ja?AgC6g@qraG<lbRq9NK;eO@1fH%&@LQy4pw#lV!hM<
z5{L;zRWb((9UYyvu=Mohr|aGAwC%yr(&FO&k-Otr|04eaXk<8ozBW#qr7wIAd%xqa
z;)PCQh<LH@*uCjAG&H!lxVCKarU7emcoK*tUm>9{-Zm*T%9H<m08lh9db?UH0#@T_
zrJ26$@$AgzDdVbpt2h_|2OAqZfbDXwe6~WZvY?=#3}2~je7u3zO&SK7f#S&nsXukx
zM^abOO7>$LcZch>2(w*Lko4MLzO*29jL&ivbKRv<SaVw}h4-u)VmR>v`>$BpOY@c{
zJ)!Ig@M43y`gMl=Gx?(3-QB{BeQTi_!uE)GY>+8>c{+e)ohOniOkEoc3UME28P%2{
zU=$$)wN1t{YE%NehUZikcOK;yPqj`f^bPbxcYh#EU<`N$OljX8O!dv)SR&vX%xU=#
za-kw7CPrRf9!M<UY;czd6O*ARB<dO{a|Cr2m)bndHBikZKDax39LjWSE}K=h^^|5b
z)HRV>5b{P(nwoUhg!1riZuc&yZn4G{_aUI+^$138aE6++2}U*!DJ;eaZIAIyZj}?%
z&l<De=IT5BQ|UM{1{#k+Z#<gt)R^$h20eUclWD(RAHdMSbI23N3<VX*zj7}uEU2ri
zUpbE@Q1*=q!9<9WEqKGMUCvi(Bn3Qt2@G)ZkGel!<>Ke(r==|ykHqf#g2Sv|Ray!Y
zsk`KRihZsX5_~&Xu3`ichJBh9%=PmAxGBuuYP0-reO-?Mn*bjl91b!XJ_;H6%L~j2
z(FT#cYDjlBpGSjMqZz$=)tBf$`#+6_<!HM)01zfL`M$|=78(&ZE;(6ES-IeD%I^jS
z8a5YxkVW%&aNTGq3~lr3bgU2tg@kF}=)U(K^WbKK<A+P3eCY@`^t9ZyIl5B3Hv_t(
zNS==N(_8SWtpq13{2^__O-t+48itHQU&c^U112)=9N@Lx;QQ$_!%~MHghf_X0=!uN
z4IK{;zIp)5qM<nSDloK{B~J$cYxi%TZx5$K2Z5G~wythh1Q_9$448$?vpdKa7<}k5
z{4)F{h#{NThx0sJ!+Ger3!rl3B`qni84UzwWf5w&4tQP>Gzs&AP3)krrL#HSOWc*I
zd6tuQ2Y0?Y$86Di0W=f=%dk4km`<ImN@t6yE&t)BO7Zp9Ozm#l{jE1|V)e<ty@nje
zTLYrJx(!9_yMm?N#WCT)fg+TTIjNhr^xG<=BrRb%h15o;n>`S2@2`)&0NA?L?&L4$
z9|Fmil9q;xhQ?|!^EJXqD{s?}qkjYlNTEk?UeC9uYna8L)FNeCnmyyu7~ntxb4OvJ
znx~(a=m^NeVeIj-u%P%*kwcnUWVW~D{DlG{h`H<tXL^&8Fb$LI8bSuQ;2oH}5#0^i
z4uI5`oclH{_!-2(OPHIL<$e6G7^wU{S4LaA{XYnQ9|9nwP~~6;fdJ<j7&4qW7)LNA
z-;r%w;2RJz9MZrbJjp#()iwRDCul^hfLcQKd$}d%;B9eS{TcH<pT%sSMg?+=H5@Hn
z>7j%{eGEz4R@O~U;dcg^d7$@*)%kOK)%T;ErnUwl8S3<Va51*b^p`plogQy)8%SvA
z8r^nuY`ZfuySXwYOG`@@DgR^t4nGYeiNK#<^x`u!5v*XSntOW%kKi@^2bAxIBXO>z
z42NOp5R#&*s~L3x3nZu-IDELAfg7YUqE7F?W0Ve9Ts;Q|mMYO+VXQflzRkx6EUcwm
zT9$%&Vm1C29J*%d$G;0P<gQ5QVzZ<Ubd>hqCF6vAbmHxwf!QP^&+VxK8|qMz>_`|_
z56;Lr^M^6<tSaO+#BiypqNBgjf+e8a*S$uk?;Z@iQ!Yj*KUipDHpm6g_A-9<-r2iM
z4_f&*4>*FdfQ$r~8iSSL@L@#`UteDXmQ5EI7nsJZ5L6PZ4D_6wob>b)^Yd8Wh_hA;
zB~d7Y|Ht%&z#0?=2L}8w!C(lue^O*-cmmNI5dqK3%d2TR7+$v(EY5ls3L!)~NbE24
z1s_Yb>EBn^L*#X3Y+RxvorwAY{}E_$qzu9*+$?aqj=DNjfmL9KZ2JM5rJmsI5nLID
zB>YEID6qR}Xlc_yj$~E++YAT@2zj;+b&51WouaO;oJSt}?Hu4<t)42%$~-ojM!#Bz
zO?TgZ3?i2sA3ihl;jqXAze(z=JF0_|UynyPsXfxfmN$HMr*3S1ZW#H{)%+OMKBkNr
ztEX@ESc+P*Ggf1!fA<XAgO*T;58nKi`C2@z`sX%KlYT9UR>k#f35*WB4P%BStq~JL
zir4*WtKN8Yqt}-tXCMIKh)~vcVa0WS94qbbnM~bP5Qeb9^UKSCilK8Jm!TYt)p%du
zmpLd4Mgjr?cjg)5s_LBSLlQpstI2eB2pHs`(md>uSP~STILbIACh~jZH6F=o+lqG%
zAOC@4W$O&aRjv#IsnEXoip%0*Wd`A-FGX}DfvwnL2*1nRM&o3qp}Z)5IV7iU5HYI|
z5^C)atsK}>V4#hzQaT{jO<pW^rcL1Pw4L-G&jrw65T*?{KI_WUN@X?Y;xy9?PtzjV
zL8@tG^*Sl1ogUBjCRcd9sNtOb0QPrI6;%=L4FvufP}8b9P8VxQSXx<)NBU&)I8g{e
zUryCQUtm$PtnKVR?v7RV=NGDV7J+k*a3FLzPymcN%%_Rn;TaGtNb71l-7b-VO1RLQ
zm!bvVYQHJq9{IOWGLX}(FxCG936~|$?Q#PFhY2$I<FvN7!GE+WH2BAl%xy9UIn59i
z*&c`^4-oN&h*s(s0RnFuP>KC!j{_7Zr~S*_vBMIu4qKQ3U)R>wLXZfcA=#Lj?E!=C
zyusdcE|ZBNetw5KNa`CcQC)tF79u+NBnR&0Kt?x4xhpqm4RNk*6wNHvEX=bkw7o2)
z<X=#r66j77Xr4is@2Ux`FW*xqzaDG>J>81AsZCZW{e+0bWqyZ_+#Rub8D+oIc%f^G
zX}6d;&wZtJ&i*V@M`E(b#8+1(4mf|6faZaI6V(zqadC0mm8S6Z5H$jsLmH~TeZ#}W
z8nya;kA`D#UM6gKs4PnmGAxR^#KgpCXlQ5seM5$<u-Z^bQa(Nc7S(v{W{Ob~0m0OD
z!ZRXpaBzLgerNq3KuR3&%I0-Lo>K)5h{EK_DOS<=8d(4M%A%wFKWB8mzfL+fT}LxP
zwgR~6981omSY8>p29A20qQF6*|JC5eH7i-#mdDLeHmRDdEva`77YgL6|F$xrylRhF
z5Ncg6ESbd$Tqz8CouoKJ3|6AzKf_pu$2l-AZjn3(kNc7A@ydS!h=aH8nrN|^{7XAq
zS?dYQ>FAE=nMu?xvWU*(pt|?BNb0icNexsYqCeWJJ*5~yX88qg4+)fuM($T*bjA|v
zyDhE~0;|Ya^k3^RFcx1Y1sKykbm!lYa918Idl~Uan%1anLU+y$YizTc%=>Z2;4>X+
z@g$QO>{jPQBS&7C@o?Ily|1)iH7^Z5RU6v=s5}hH=#&x{9F`A;BlVuuyi`a-3FORi
zQ(9?-wZ8xMTm~g`^n0vopX)Z4EgWJfcFxVI=Bb^*$NW&vmCxaOp2tXbYzKZ>c^Mf9
z_))V_@;TgEVx{eaxsDOpMaFZs(fZ)648@BMH#gLGV=tqou}UWRXLO?=7WJ}T=}*av
z*w6bx-{aaDoD0kWAK3_w<IO#oKoV!(Q~WB<uf|ejNe5;jr$_|b(fFAhAHAHPkAWX3
zy39;?;^5c2l2<yKt$zG}{$wJ!!bfou^h2A|henlb7Ay$1_*u44B2w3b`q#dkPONug
zI@Z6aTl#mWvL1k1`rSzVsd-<6Cgqm5)2Pz1n6ap#Iw&_My~O@jDn+9NRt8Kz3nUGv
z_Biw%%0I6WFI=RirL~#;!IxHQx~;@{z5&bS{YWG!IgzNoUo+xKdQZ$X_+~<bflz@<
zXGPM~%=Hw>a`8-ROs<}N>-N3MGI}UuJSKfKAe)^?(vHoB@oC$apc-8q8dNMbJXUE#
z7Ipu+bKZHkh2+*6jp!hIpN_}u_+6VtTcqi7fuPl<Viw+h(Pg!16L%oxi1qzZASl_0
zz~6N77@)S9>3AS<VB2Q@L@lY9J{;7tRw~+2^*uB;ayq=IYrH|#nrElaf>D`Rv_A<7
z<+5gXiOfz$ArZ*>W|;ug++xk6_Rh}3{rz8B-HH)gaejVZ08299@>LIaNn-Hnq#)Q{
zN*eHvW|vda;##!8HD8jVbHU(i{kG73z53@|_d(lGiOMBqpbvk|U4U=P#<Tm5XY$mr
zYZRA8%er%cakS+uV+9MB2#tZO<S*IoAn`1DiJ;tbx#efch*z|h3IVYn7y38!3-p#c
zi~i*iOWWCw^U0RJ{jGVFf-|f5;r>EL8p}Ez2a}z+O5KDKhx;+qQ5BFH)~Z7(6YH6C
z{|4jKect8TY=4c`;YU$rfhCTwXc<=B#hiI43Kl|i<WWlJ{creCjAvatWO>4L46LoJ
z{YRfGKf0mRi_nBNkDCvo-VfTdC9mVBE!0$o>0`+d+{h9nt@OGJt+G?8JP)77J!Ey?
z(WI;8!v`iNVj~_$XSYz;*2XJ3)UNr0@9c%bXiif|Xb}s`qy5KD)!h);|NMK^kkVC(
zNiW3wWF(f}aL1ZhqeyE66hZB`n4C7%-L}<JMEpf7>A|qc9ep1+<vDXBRC6l_@CFql
zPVH)U#={vUbMV<|zxz#+XlZvBO+RSSB(BJx0xbOPG}dEod4b`6j=s91nx%tl$hK51
ze+{Z@n;L0RpvOxW4QkJ;TE1-}<Qsrjlq_o02D?P2>}t2<uJ`O8rSu_2KmN6eQ#Dok
z0pL8bXp^@j$+ip(dkckgbFr7!lM(=p@&Feb5%;G<#wY9XGS_Dk>jQ3)QxA9xR!oPW
zIAfrxqZ^kk-N+SqRv9%WGWCtSra-Kl>sghb_+ilwK<cXJDMss6!KKGLrygE$)#ntT
zm^{D3@5C+m^=J^<fr2idCb)uQkr_)iYcyIry0w+exos8_Xr|*C!UCyq64&H%(yyQ9
z;dbHB*>g*EZ}2U@6+xGJ@*GoUTlF35Z7-y4PpEaMuHBl?Cd3v;t1{c~SFcT`q5R@a
zu~)t}$^C7aCA`)B^~3pUMS6a2(~>W;%`}7QDnpPx*xL%${#;~l*>Bc4&n<DAVvydS
zn8?D;z~oM@;)SEVXS~PA3xDwhpqH^;2U-x2c;zYlJ+h7u5e%Uo0<-gJ_jp+nm<f&%
zn4O*CTwv>%-^7nZ4Alvlo#Ofr?PLoKB)74(=D_px$03`P5Cx|7xmb?3)YV~fn%&22
zy|$umfYz5x7<Vihqi8u3=Q_;OBCL|mCI+IvcYHSm5&!OnnQ908Z!0w7*OL9|9KCl_
z<@^;G^J>^Zkz4mJ-5$f~26t0Z(7evJ1qPl>)0L~9-#~C@j+QyeV!`$Fpqy|0Iq$S)
zFG^jTVXACy`sg-po&#Frv^;)YTjbxbDNkUX#$>7(snICeOTOC!tmu_B?7ECC3ixfB
zb6zc*49}f&P>~qaPrRnV)0-GyKZYk3I*4(1EHDUX!;B6ipqO*{-(RYPX7p9rAfFuJ
z_Kl^hXH6%Z6)V4SGQ}LEU<qw6oCw?w5V|1^|M(+&(h_&c3r|h%(s|;VHY?nw^BodZ
z5dVG2(MYmUtTAPQF%!w&tZO<AmJ0X+mU@eZKSP{yFPy9!3YSH-sQoNWG!3@^4FKEC
zilas?beTvy#&UU}0gBJmKuugME8+Kc{2pPrDRHAuDXs21i=_7fv_=?OF!*k7?5GMn
zFQUjGl#cP<OLRfcFNCIFOA}tKsLzCjh@o;W%QBU8!GkLqj6^tu2Y@r|uPh_$-F*xZ
z6vp0V40e*$S=Pz(IUq?N4dNOvqUJ}7r<ONx<8=AHC-#76#?#3!H@3~xY<honFX(Zy
zd7Z>t_84DN;-%Ob>VONqHMT;6nwmmPZ=5$zXfJ&r*a0Yk-RD&SM5Sxv6D2*g2w1|I
zeGl@C@_8*S<|pqbmK9j?#NZn360zF(IM^GR1W0eyOv<<ds2OQvPgF3ncb>;UN#x?U
zfgh?0_K19_Ip_UcZf^&!me_xyQE(9opqiLD5{A54yEi<E4qQ=(;Fh9PAIPrI7b90~
zG}$LntS#poW((w@=@I?T>i6WtJ<7*>j03*!HeyI(In?oSrmC#ko9DKVvM!e|bu;Ru
z<;Ng8!2ZO3B;(*98FXsmDimfly4|9`!$TE-!Br|KLSD`P_hz*KS8mLv*oMVv1XP|D
zIbOb@CA)>I=6EOO4E(#+%hs=J=TRia4hTQT0g$YzvEOfa7aYilNqALtXj@4w?lyg2
zK5)0(yIF3<jUh^q^#we((0h3r2U!2$gJ-b~;CvomvdpS{Q?5jEw85?jjouG7_EqGt
z8S=}krZErD|L3OI7qdoSZK9a<HkkBRLL~cEKrB`dB1p*@!mYuMfc0wdDL~V|-zrez
zP2&G!#k<1o=d<OFg3x?a3;r>z%g5j=N*xDJ{kI56yOH}X_($0L)YH$IYZ$f+Ch>ul
z{XL(5-y6DRytcfkdefbCmy|{|4<!ppkQNF4<vUk24ZvCYd?(m3^Fm?f9B^W3i=?Id
zIfnvvP}0^9=G$o|Sf5ZXAMW=RW^m^N9<c*nRNOl9{eU$;hmtVx={de<s@x|cqS@uE
zvqXhV$?orHA{`^a51rOx{Z1(e92lNr=3G>Xrqh*rO3tAn*Vm>^K6AqJXf3;3R}hd!
z??~x`iM$4(vrc&%t;9DeUOy1Ty7i0?^c?Zq!xvlF9R`4t+@g^SC{8RKBrx-wWE0+d
z*~Ch`BDKAw|B&OlAmF+HN2*-H2-ncdf$Jv^vHWVCoPvaZC|~VdS{cUour;}49u5#h
zDhhE<I?)~Uo#8<4L&c!?gs34(&~&0C<i7(B5aR8iMP_DH&8Gwj#xv7^-1B!{9jxO@
zK+~c4%v4c{4CvbiqyT9s@y2t(dm0%ab@)ZcBH|U=&i5n%#aGq#>DMZYqyrg*qWJuB
zU%lKYlRl!uVs_K?8&!^3ndNDzSa+)UnjJiQ7mz<B@BmFg`#pC09LMkx_6_BgIx5HS
zCT<O@&X|N42#2Lt-7jj-aU_?e3b`Ix<)R5k8leWEKFly39}Y)vcVA#MP%^ip7-e3=
z2#LVW?Ypi2{NwuUI*p2&@e|_Oz!&ON;h0FR02m_3t8&Hh@Arj4RA^QX`Rb;Q0Ty8N
z3|ximm<7Mx6v%(Ob>o^)SZlssks)4tEoPHORIOYH&x4D_gt2PXx%@^F73S<ut3FZD
zhX{f2rT@n1;c*bvL5&q~uyelNIXozdd3%(F(;}O-fXdyG0^6(EC%A=v3V@^)w>ZGG
zs5e6N<XE+FKkx5-0(rJ1m!IyPOwXCR7H(E%cjJ1zRI#_H>DENS#-7VM&>(pu0!va1
zU5MeqAAoLczec8=ONq<LD|T27+*haAOTvn7ZFW=jAttoUzxP)O`3d!-x1Fd*vjV4{
zS~FIR$y#}r#ZMuNR)hj2O1?HCi?QrVo&bzs@0*VLu}0C*dH!tFZ$!0I25k$SZltq$
z5u6)VKF);30TUx*l_A+|)QkvenN+4P_;dWel`GqKiCzLeW0&j)ZLtcUX_xciLo&b~
zKB!(2FoK-rP|MWJDy>dVeLs4OQiU&O`R0I0Sj^d)zrZ<*t3zlVZ2dMF$Zpn~{57Jg
zQKaWyElKce{jBrwivOc~3AZ;DSs74*Si1Z$lXiw6E{W<;i{t3Qwh;_NMjOc`?VL~b
z2dIzntyc_#C;G$4h?z?-^FW9EJxu8pcA+bIVmomZIxnRrA?vQ^tV14QN2nl$`2A<{
zP?|kK+bzS-_oQm)-D-|M^Ku)wA1xJ*lyPHNJefNo#!5F?(nFg)20>^P*fQEdcLIV_
zT}cm=mi>QDPu;k(Xts@752h;JKeCue1DfyvX6BeGiw`a-J!v$;b5V&oR~;A%NNfC%
zQf}jGwl9^?dRA#p_+^!Qxv|6@ynzA%z*M}SZDeNSf*Qp9zja<bEUx_fBSeUGcxR)h
z;9>fQrtU0V2}|?RW}1GPwX=NCBe`)0oGG}!?EYE_X;{~$I!Nk_Q>VA;6Qau+nPd?j
zW2p4fTKXeoyLfjrb-hzE)}-hUY7caWhNPC({%Y$Zr~McpkI#_ZPIJr&L@Oo?j1(P}
zVEhhT;Zwun;cC>yvuMz$0qhpmCG$Rp+_I>Swv4!C!RKLN6#N$*-8h=BXkI@)(}#!1
z@Y0MP!5Wqx!Ce0i-TFO%kzc;1$1L%O#R1{S7|D{gca9l_g6F>AX+euKD=kX6wz%{}
ziO76lR15*r%|urK!$KDpq$tPo{FGd)zn&x5`~7_PIr0su=*uAdA084M8H(E}=&;kW
zC)>e9isb?tg})99sTJwEG3NtY=7J|&vC;MhpM@7%L3vV!T5FZmNs|HE(<PiVbkTE4
zepy{{%<r!B_t>L|-@repME9yWgWp-@1|b1jCO-~hn}YM$_Ut3<IX%k&W<X%3y;5oo
zGkfDvex!OKEC+buHJyHUhkzy9;LbOWa<D@jd>0;mG0d(zT|+%Je``N7G-{ZRoG{&n
zH5o|RG3j%g^TdG^ztwin>rIr;0!3KD0T@I3fN47w|M!Ze9sEV{S4JoqhQiIJzZ+rx
z153mK9p}L-4nq_oe&?8P=$vn7VLrtYvb$b29hWK`d-h+0`KtPs_V8xK5w5v{>?MY0
zON&#~DZA(v^yE;@;tu;jhd-S<A3#leadVWSCvl1}=Vt^}--pVD8{K3|Vy_ij*8WlG
zWQA5Iw^o}z5r)2M$k1Sdhh9n5748_Z?yqVQ;~eT!pSP<26|4V&v_8=@)cYFN=HuQZ
zRMsQnaIXm*s}+Syy8{dt{adf6xZ6_piw~~qyopmnG0K8qMXI;{G+T>9Km%Fq<Xgt@
zPFt6E&EGM{8XqTl8FNyc3M+9sdAN*hGM$D$t9C`D=QJ50IYmLI#MMok>MpUA4|Zz(
zPH%q^y(ZM2FAJPruYCLc#?l`P!hrV#d|)S2bNTw(Z~Ygg5h@qu^A;oc-0(2+A7kZ4
z*yb>I46FkU&0zyZpsUs&{#TB&Q5~i5BJcfxz9HfjCC}C|BB9rc<Zx2)(A4b|qm{1k
z0->MdyVRB2Bw~gW&2Nv6)@lwS<Wf9!P)ktlrD|q@N;>9_J?#9@ysDKGb;o;(RU-bK
zrli$!#t4>m=BUKo{^hYb{&UV4tkgODYh^}IJkeu9XI6;8E}SKOmU<nit$bUIRq6u^
zv*_a3Uvcy5<X`crXb5=Zgc5ILApz@*M?<hg2(7$6da1K2Y>k~5AdYdDS6}ir$Q|p;
zkgx;~Hh#`D=_ot;Hn>TL3fxnnHFb0^jI3mMOTsIxY#p7M=aPBa(G$TsVelkpk@)AQ
zoKCu7w<Tk+Ws%r>X9}HI3D8PiLmt#VB(5SIc6w5Af<=T;t+37<z_Hzomsl3CQ%e{A
zPN~0+5p(j`D20e+g^6sPNTY)j&Waw8pg6nUHsRIloqHgW$>cfs%!&=0%PTj%SIe$r
zKnZ*GHN4*{&4sAX;qzNH(`gc}2m5b_cGNDmx<(NUMPsK0^)_OXD#g<vI)cBizmX%S
zi0k?wYcwJ`_H90yu%dK!`taYkR5f%Fni`YNvEhEsO~~NXq7-ZC#&nzvvo?Dli$NF4
z`%Z4|)5|}oh_050FkFL8QJY2%zLiAZ7SRF&=pBE)>WnR`U}`s!c|&MoyKx4r%%xnH
zRRj&I)mZAbw`hq?vTW4kn6c#xQ7Q5cT7D%98vWj%6t}G*8w5prW-PArcJ?&|~y
zGH)o=l>D3U0;KzZK5r^hGBP2>v{JR#hlC*dFk#_s?<AbFObUn$USp9A3&?*`2tT#X
zOa=c9O7Mq(N?5YnfoS>XR7yLviQ0q55ZT#~y7JFoyYN*Y@^uQAoBw%NI-Ah)aEkXe
zP2wj0x_U}%gM%Y$Pa<)waRlop=KS`zY6FOnLv~t3AOV-V-$yW2#{v&Ct~j=`!(_m8
zvDn)da~QC5e#25QGv}N-(L)qN8`eADP9Z%6^h~wlCs3Yb(Ew<@%2;%bv&1JXG&*>C
z4vx~?@+0I12ek)*A#y@c+LpawfmO{{qn_~0>twiI3(<jgz4cUk^@3Plj8%ekPo&zI
zjG7!Sy-&bUk#tkjk^XO#Gasez?#)eG7YwgAATTeUvBDI-j~g8}HOIL>*LdsqQ?1|o
zJBArhDUtop%=RHyRI(o!xPcwdLj~E9lf<~OXK8+s?+LHbj2FcAnY0g#cp;qwUur9?
zJWj$9UW|k|*{`9FHF<4$gYv+JSfALiex!+!rBUTdxAY@3^e*@AKnQW{7z`pCNzG6R
z<*J&#;i4iz6_5gJJT!6$^M)*V;tJv!I(>WF$sdfU=dq-mY-yx^qSUq9a5$wo97Hcg
zObV-Dx^@XmjYu58&c4e0m~fpZ*jYL#T}^+n-yoa#a$Qt;IIURr2`<7YqR)H*zHdB!
zXJ`1l+KRUWH2ylAN!#XmN=07b$>qXf+Yzt;;!@7A|JL6CT7makBdTRkY`aeRJnHCz
zQ{Vq45Q<;DF$pR!09mJllI!8rJRE0~B$mcAAO=@}twCQip6#YYn0hAvC^3_Yi<sS2
z4|QK^c#{rhh-n`1Sk}6%YmCv|`dLboEAqeviM3q|F8wdi%+Wf-ClTvHk96};2dR4Z
z<=O;%?z>Dh86-T8)I-=&!pAA7<C>p}nZ80Edz3oTUDGnPW*WKh0|C}b;(2$JYbZus
zRy0o6G{fp#9+eXT>(GGXpP)5ArMFT=uW<!Qfdl?mKpB#6H$_b5q^1JevhQ(S=v-v<
z@_ytDKItVb!&InI5r!y7>PYfxw0Fo4=+c`l`guEj(K#8O#w3#dVksMlReX&R$$@Qu
z>K1vF@W=c)^99kdC@(0~;B@x!(!Jx8_9x}nGK|TqO85Jli<9|hzN#<Od&3e|-4DzX
zm|tYhY#uU2>o(8W%d%5OzW>;3;OC{%@+xbP`2RE*+kJn@+tTg*kR<Yq080nuCG*QC
zH9<?|H2o|DAM;~A@lix?`N-XZWcG;Z?YoJ$N-s-~YJ;y>>|VM0Vw*c>O^ZVtpMci*
zpk10y*Y5%ut%8qx*b^9D*og^}Cn<O-VbYPM9V^FxIwc2CFXV0x;W=U5lWZSD^DQ<7
ze7;U5r5Ka`u5Bg$#|Y--x{-M@1p<>fTZ`flbHI3iOua^I`5=?Cv5H$a9m54ejoM2w
z{A0<ScJ}H<kg2QzgEkGKB$Mj>Ef?5qm4EAm$;M01BP9RNr=YhMWtb*8NBW{!8i#_U
z(9OEm&(b<S<s>&DAw@wtI!)`V#BQ%hS-D7-t_Ao{I{1Dp$Eb$R$Mw!DF5g2$K^T*O
z*{^_x94Xt4X6ElkqHUHoL6h9JV6x7GJjvPw^0z%_p)zt+Hu~8JHoC!7?ac@#JeajJ
zgk*`e`z6e|8;)oLdv;AcuB6sRYjf3M4dbAgut?HS$ve3g0@roeY0{H%_|oqJe_()f
zVypS|FRw=?{+@9~dOS!u@HL(E)zjO#xdLMTNNX4DJ!4HYsUkUT%4}aIp{S?K5~+e-
zC+VR9B4SR_mI?az1?2c!Of7c>{LE~^THGIDy`*!bbXf8=1A^(meBfMWcCt+=4K%Hd
zqt?6{cN@3F?>#FX2<Ym2?=1sRYu!|p8YpcF1Uq#+Y(uQ&7#_O%q$pln`)b#3-24S`
z??}Rd*Bxa~D{a@qT`OT>#yl(k^J(4Aahl2Kg|e#bIs*1Yf!&YdAdQm#D!HU<&a6|Z
z4I5Ed?a*}l?MKgTbr)d-sXg#aWnkk<k9BGAL?YF;veo~p2X^i@4(*+>;wy93NMAz|
zm5S<Rg~kCYdEgL8L}&=UiVUVW3eVvWY9+ZSVF(Uz_{qO+91Pu;x}*6(65dsMzS+;-
zr;qUa1s3^w&;~-BHX46ExD5|_M)R3ER=$Rt`>TIT(QmIFFvQAlB40OcB7+it|9Hja
z@s1k5Z?B)J&*xEf;UDFf*O!?(_kq_$?h?Ib`;w!QJmop_tGjqNU|qcn*BHZP7K?%e
zcA}U!6b>-8Xk{eumRuso8U5K_L1|xgUF|*-r-8#%7YNHJj@ASl>vq9#@vk}V@!ZAz
z2o)UpaHsD2!--9i92zMF67V^)5&m(MMXB#f&TrcrKkTuj4RmmxWr<VUsU_9}alp1!
zzOPHzzJzO6zUt3|9;uvpL$IPBLLNB7I9ZXYpH9pez6;O}I3$Eojf$bj5iB2OpygDv
zNm>#2hY}c&%C9;9r1QE;?T};yAK=>APiLo00b~&@=62CP2@T-}3su~2p5Fo|VqYQ>
zi%zKN0E3xpF!@rE0|}WDg{y*J<s68i7+T=Ix6O^nj_=J^s?fnHm9Y4cYlBH#1{-q8
zt~m{2@}*0uo5q)@`Le{|p}J)mR5xL5iVcH4Y!2ID1m5gC*fk4Uglp}v0&6!l4`=r*
zAWZ?YI8M<S2^Qf@Kuxic!G)4S@vN)Qlv{PckSFH=QW|IFWA`Y}1;t;~)cB+X>@||1
z<;L+)g-i+J@pwhIcDIMhAt5>nZEQJ)X3zITR}!!Hi04lsz~Uotj&5II(Rm`O*o&oV
z&vvbKJ1&<zus>)eD1i^HebWuvF8V6XLS^-POn6<!dL0#LH-LPSLsMgj9?8fP@mM&h
z?CU�W?JIK{5+STx<<3b?DRh1SUP{^p%i#$BKh~ZRkUsy9=Dot+rezx*hurW?6mF
z5}RZDo>^)SfJ0t6yxDao3E^?uM39V*rTuWg!LLmRT+U_;>#~J`n_~i(iVlzBDZa`C
zL9iIgzBn5q*z)E#O@I;k{wrYVd4V#B)tI%6|6>HQcU`Z$<7|T;mps{qRt6HXI%J^W
zhKzjog}Ha_2Y-cu#qjW+r}^%ibqJ9>$o-YO^oy@3raS?K5?Kt212<m%(yUiOGR(Qm
zdjv1AO7cxH`e*8K$y3PaCcx8x)4X;jQ>ggxH&RfoyFE~viue~~^P|gQ=PeI>&sW>a
zbL#HEbh^sAEOo%m8Knl46+8OfxfiRW$kFySZw~-j3km@{DJ5lLTv1%;$!CU=6xV5O
z_4SeD>FI#gW8vpb2?HNl?aoA-B5Og|Xt#|i4(n^%5I0e?=sa0G4@JnN!h>7dF)jWx
z6yVmA`m6D-uKqhbinnKMxl1_>YP4S-lwbWgdV8<5F>`1_JcZQbKapl{4!u1+mBH_W
zdVBd$y9n)&*{Lu549FK+x*Kv?ZQM=^r&)y0M^7ci7Tiv$QQ_gw+o2?Ue0)~+b!1=X
zpfT?e4YIkNY}cNwZ8GR$e1Gp-M1Jc{+xp;S?;B-|v<%HCb2SSn@=O4(*^nU9k(!8`
zrp6UJ;}1B%0B?=6e{FSvZti?B!KrjPq%^tAmOp^AAc45GmVU!zO}=%_UTWkEzYx~1
zW+6>7bF>Yv#VVPPRwdBFO5b3FyJn77Ds_E5&@lKby2JYhYZ|rvKf?xKlL8}}?c+(X
zg=h0v8v86hCuZqW83{+dG+Zc9sGvyO##up(KN0kjNL^$ls6f>i;ZH%mPF6!*|1-9{
zWw-g#$L+8CeQI+A6H(yz_{3-QX(TQa7Zo_OR)ogC_e4#{ZXqZFJOC_z5qG7x&BJ9(
z{4qvL4pT>)y;V8$LoSV49~Rsmuqu>-ygb8`xpIYEf#&9Bez%LYM`U?ONVT2$^4a2r
zLPIQ-KFoh(#u=5^KkMI!yC1^~y|cA2vR=615;7u&NVQt_>K>U3lS4o#I`j%5y-?f=
z%mPlz>!K)N!j!+;vRN;#Kr6NQ;^2{@HEMF$d<jkPCt54*I!qz^YMZE|MU0rYbpsy|
zIYgkcx6@vB<RFfI+vNsRfG)^ozo83ITnoe_dp;XrVd=#8Pkk@!mK5i@N7c-Tl16b-
zen=d1MuMm4A?BTP{|>GwPM~p=jnS(AGiX*6`a9zxYeh?{H2fn8Fj%|RT@OSC6ApIQ
zx#rwb?%U!I9K%f@8RJU9tIV$a`YZ%c97)OL$mD!-d3%xq_qQ$s>IF${GD)-iB-_-m
zGF*F_9gLm>VVXfUOG0e`Y2oPf6a|m12%wMvB<W`NUyzXV+w<v-i{@_`6V#WE(LbRx
zM;YZ{9RU1heo8dXyOH84JTdT)5Xm)t$664cW{v5QlJZc#+$)dtYZ+nH^4?0Lb)*W;
zW7sL_5-sX@&;V>cP>~ZV1{y#N5-c07hm46i%b?Z!5B3Yy5<`31U6u|WySG`vkFs^v
z!JF2gAV?jZ)&IFgyrZ!sy#O%<9&ZQr8)3w^Q0h+C&ALW@HoN;6ZgYribU=Csq$zHx
zlQhCJY}C%V{mDxh`tc**_5#9U#;<d}NgCs$9&gQ0c%x>pKOjvoE%7ZQ!1umMTZrmX
zER#2!8l@_6fu6A5X1l-MKA8xlx<L%qYHRb~p_F+~J)v2tC9AOrI|CLRz+gZ~9u0MM
z=-4Y~5|si-B@m<>45FbKVz0;B*-w#j8%MLUQ`&Ol9WTJ?B54*qzK`TE4R_}!o4cL%
z%0(9SqaE#s32?E)ho>taZ-D3NIDTF|jBk&}eq{{uvJlOxpTvdwZ5aRz=p2x`kl(dj
z_1a`TO_XVPtG2R*Bum}e90(i8>AvuC?_pv}`Rufyjqtldqr>E$d#n+VS=XX*<O3Kn
z*D=5UC<}56-<ZaSVQhZ_MDTln3r;%Gsd5+eE^4F}j-3FDgvt;JfhoXr$9*}=ThnTo
zDuhdlIUZ-AMlOacd{g+lM~NS0n$TkwwO6F8QgPf<-l@II>*4}{XAM6kJGKMHRkZ+)
zj8<|$-#()1ojwrAU~9+pM{wY=LSJH_&0u&+AxI35{Qseb5?0|;!9$b}k<$LA-Sry{
zCg6^p*i@(aP*i1y%-=3Zs8D@TLm<X+&%G_-uc!y-G)Qj#U5~78l3i(RR5=JY_<hQ5
zcRBNQ^ZXxkY~O8K7BHXB6=~3(C(OVkyGT>J*a3_5>sN2QakZ({#r;<JoVN=v+CEmS
zBmb9n_ymP<hKw$-*^S2M$$NSfgWe=&3VOP@eIzh{iQs};W|oeB=Ea%vwrnxqs0zOe
z&_Pw%p-IeO8A6Xdyq>4_w<6ZrL}?5R)~qb?3C3%F>;%6Vh%T@|24#pie%8{|cB#DW
z&BR0kvUzmJ1l24Gv|OR*iW98xG*^e&Nx3XC7ul7@<Fos-(0$X0S5->*exR_RUWVzK
z?%(&;GAkI^;hT=9UPCGUhA$;XW1*UvLK6XupTtjJHc$R_y00zajEyDRZzx9eO4|-X
zf#v&b%U{n9Zs3R<l)UnmNDq%8#*50&^HAH%I+MM9_{&=g*U-MU<aByI=XZocg9oS=
zJXv19?LGf;y(cxL$Zi`y;AQbq>llV0bE&}WSc;T|ebYh}cU@oqwPD|Qp{w2|hlYx(
z3bE3B;zsK&>{;hz=4XsAN1cTluToCYLvH^+^|btI0_Kkt_m)S`-GIRfF)}QycI*!I
zuyx~tHgR1M#GWhs_mVw^E3Q2=VA^Bs<VTkYB5fGP-RA7(evr(;xvWbpIAqWZO0n04
z*+pT{)!LC7HAL3G0KEoHve2lX%{1dAiO;r{hc0z8RB^4p_tSl$4QK`244z}Z=F$SE
zJ<(&m_tV_o0A?5kZk}QpXPgdjDGEL57)}gQ9o=e{R@jaawzndosNl|EV3Yrv@iaXc
zcY2(n{e&$V2i^@S%^Yk0Cj8;*A+k}jhUlgPR+b!S8eUdGX8h*<_<WdpD=)8%-t`sz
z4EnI33~zQlLA0B1(M-0iR@32a0rk+JqOP9sl2_BPH#euK(<PvCl0uqbnACqG3!*@W
zG)d$rs{-?{gZ?dnzHxXk6enV9drGg`liNPHmeol@WiD{YeJJ4nn?Ep^ZkA|U7Pf~R
zS@qyUQA2Hpd(PG{S>Y4voBNkHr#6b8$cs<e%Vta$bOOaZ&9qL5Uo*Y-h2zLH6C0o{
z{XfII99?MiMAav!w`*l|aH?SCEv1e#&VINESm(M#e*3b;ZFnd)bzjVm&wyeTI$^r<
zG@UF(I$z-T6CEW!^fxKbqXtd_SG}U+v&C|<v751I5~UR5N`>U?u9?REs&2c%moL-s
z=-id-Cm-%^S9Z>NcQDT+S2Z_J>E4_j5qWC{iLIFO8<5Ii%-N&UJC~E|cphBJ<tq5*
z(NziM1Ge9}kpYc|!(_X7OxKUH2}SBlx!5vk#PS4Kdr1;nm);v-SPZ=Fu0(+rB0J}I
zIW~rOX%&?@jw{0-3p@s6-?6~^K2bsgU$tOHcX4jK5cyj@?Xo+a>{Je@5>RuZMxh~7
z*J4s`2hcB+7^~&A{!DL;$Oab=oTAhSX1O2Lm?v<FZG6$hb|B-r#8NRn$VvHo)AUe;
zaT2s8%>)<jB;s@TS4XBsYQlqb7YizB6pnsJB)K&~hxhb81TC>s9nAw`%j1XB(prqL
z@*?}P%9@t9u47haMD7SVx8rF<X?Il?*Vm7)_+x4@labDD_S+jvBTHt#8vA!LKDOCR
zWWm4;pSPd8DK=T~tJdYnDZ?4za(NTu9FEN=NMQC;^wU#Z9p?xCvY}~EXYEG>n-1@k
zz%&m^1P*6!+agN=PtJ3uyX5sTVUfXsB#UCwV(#;E7sH1wH^{cxxmlwkRU=~7O4*(H
zA*p?M<-k+l)0?){LFysFgJjPa)t9-)xNFeX&S}cgDro(S<_Cj1a^&BKJiDWiC;hiW
zX{ERUJZsOlPQ58HJmxc&%Fyx#VdaOSyR(G6)v2m3Q^(QdXF;weYiQZo1*j5eM+n38
zEn;ocrLz`0Q8#I)h)+4+%gT)!%>HA(oG2B1jgdwi@k2h6poQgGM-r9pqxfzU-RIMW
z#YfDu@NS${?&aeTadx-)d<^(LgfCjs*28|f|B^gA*tQYoO)vB&#z96<TubA+cK%cE
z6M-&FwoX*L(Qt}!ZB#*P;R4Fibo9J>9-_{*<z4ok16^~U*kAfK&Bxi)R&?<5!`&}m
zya?Dif6n%?J#|&`G4UKuV#!W`7wR0iwr;5}4{>U+anYtuMrUrPoQYp_ystd?>41gH
zh3DL^0n-<W5qN$;JW^kL{L^!8zqS%nTXQtkt)pTsqT~Ed<doz@oRSsv=gQzG#w)?p
z2oyo~v(OI+wL9HwlZt%l<@E6YnP@er>~34*7Ol}lE9fs*_D21wt(HZ!`Lv{M-`w5$
zFQPTL5)Q8#pWkE!9%oUe+_VjndpeemQpOry#;x44qU{pwlCf(jl1F6@;eJB$;l(yZ
z6Eo&f2+e){hiEa$d7D@P{^e??zu3O%)6DGSE@<Cqy^iV;>{xdtU3#qkCMb?~Y}9%;
zki(`<jX~9+-4<u~C?#;6)f|I6J5dH==k2)CJ^w)ZXuZgIzMd3b%iUDTdH4M6m1tfx
z(R0_EA4E7cWM^^r<!Ny@&1s2{bNUUJyd)l8FStp|Q^INFv!vHP=Mq@SXDx5}pnrN`
zJX7(?26~ANBa|+&<{A9cZe(i%BX<edQ;aI@iUjKwTN!>ARyq$Y@8Yk$G@m;^-%Z79
z1Bn0JE^DcCeKY-1MUytz=9B=EIgoHxK{*XQmG)G_TM3XsYG6;^`6@1L!FU`;anwR1
zB)l+0nT_x>^f>3z(Atk(PTFw!jUOcWol^K@D6S%Dx0zLPqR7DVrtoB9cI9-x8^t;_
z)C(!6_EeePUeX$-4*`A*kv7`gr=8op!|*(<rKpplocq{jU#r*P-Mi+wN=}ddH#Y1~
zs6CgrN^j2anA<YdsX_}=A4pD*561A)G3n6<$ICJO2E)L71e<7?*38N7kUp7R$HBs7
z?+y|=53a}c!JENttnD2M$B)3bjQ$M&W3XxJ0+=k9uO!T0`jQieI6G%-WL4CEZK^8F
zevj<<bbWXakhw26uoe>$SN`tu)52EdH_?TpcA#pG{vrO5iPQ7}bw0ms-4wSSuWw#h
zHr<S^bra1|gyTR&&=&7lzFTe3!i>75=J0*weMRMp7rdTEV9v#|MIDp7m?w`36qw<D
z-_Fk>p8qI&>!>)o=4+G?B)A2KAR$12;O_1Y!QI{6gS)#1hhV`S0t9!L;7)LtAot{X
zpP$^d?p^Eql0RmcneIM)y8Besu3fvZGK{;5a?^5?<C4Rl!}CH!RMV?6TODZ&n2mHd
zK>uF0vuTbn(xgq}Gxn<YwURqUISjalH`fJ0A9MD2>rT))Zu-oqQuYIsqhx6Z(8>q3
zd!+U%<a9f!ZBuls*Wh--27V75MIT*sT+B_*LFYDbm?mS^C_S{Uk0L`rq&hw=7c+St
zpDrTfuH3DU$ln%JdY89beBTvKA(hc|D<wHDcRXUbL(Xu(A}S~81-3xSf2R5imHpTF
zVbgB)Wm}Pxfo?MAI+R7?V>z*2n9>78r*|i&63r4G%Y(gwK}XEk`qWb9WgU~VMY#Kx
z_=LaH2|Sr)#v1O76>o^gQt>soAyjCWLj#yNZ(Bc3noSoN*Z6+Z<tnNm{FdZ8sHCBo
z_d9RQY>a@K%jNssS8#VHk9;~bI&3r2@uzw9No#$~aZszy=-iymhF+P9SmIZD{p@WE
zo%*Kl_6wX+i1xS6#K~lZIVI5)OML4?hO7Ok2lK<LO)k?(*73LQ5D;g|?3woxM{<Zd
zizb9vTSr%ci}VIlw=&oD(atl74J8kj5v?rEC~p~$tL$Z<6|U9SR1!S2?@y0`Z3fG3
zynNwysv<%8*G~IfEx05KpVDNX&vDL`<Szy*Rq-Z4brqz0KBIKnGCM8Nzq_(`C*wLw
zCECqRx(%|^uBDfD!?I*99Y=B#;33@5Y32zKEO;cMN_J`&XbL`KB*R^liA~2iDYcvo
zo<yHVi+USA$$O9L$;|S9-r+CQC{{U84%g|e$kx2DahGrnE7F~&U!Gu?n`Bv>wcP)}
zQP6WhmS3dcATnKkfWn!y9LZb!on!_E!Y#PTX$*JzVY&%x{@A%O9;<bh*^*^(;MR<R
z>t(EpkG7c5qylIg?d6D$ExY=swL$p#LRw0tF7dFr8l)JiI<b_4dGoSo&ldZ0=~W2{
z0fAsgvw2Dww2J`ofAa4~IOOTl>wkZF_X{Vg4^*b+=8|NLHq6|Dy$z>iXa9|4J#SBB
zq@|nirCTu?3>-I+r<<h~#C{nr6fG{Q-&W7OIlO-8rO@YUipdj97&NNaSX6-UOM<f`
z^6>P0dVB=MjO)k8gzw(jux2obf}>@BS5c@?IbEpknV+BU?=SxPb$wAskT#`E`CD-_
zQmL{e&xxt0GsKThgx?T~jW(cKlr%0hiGagl8`Q%ZXCz<EK|tua3se}(%gcj$m_KIp
zIN{;pk)rP_Kz(FmLql{-45*a^tmxjpzMI?I+LfW<VM7Ch@Q8>5yVeyQMMXt5wbY~}
zk;A%LH5wJFq&h+Gy^|B0ELpJ~P+YD|n=lB@c^{EQ7F3WsI5_MZ3JLWr)mzGCb4zrD
z*keGbke9Q~uda3gnDTFI?dAhi8$l6>Ife!d1caSX1u0AXn)mIBrfqvtYN~jPND!!)
zW0b(I$mI3rBqbFro9(z5q87|O`x%Bo<a3wXYfxHVj);H|5gko_n=rh?#Kc6`euZ8k
zCL&TgYe7Urw3MK+KAORn@H{C&tJS1euQ5G6Edkm2cp()gEGSdm+4%xEvpqdMuE$GB
zX=&=3nynVIRD67$pg5R$2BKVg!8NBP5M0>;yYkovkC}__s06`EuONOTJU>5!a+i0!
zUT(w5p8&41TxX79$^HKQdr<qmH#R2gP|?*TK($zH7$R9ns_A(-%0{Qtwtsx=y+1*+
zw7s*#!oeZImC5Iuof)M9CTd`_B-RBZqE}f_S68m`ZqYPnQUahiRh`ef8MY;D-@n^|
zD&{%|P$b*X(7;hQ1yQcN;M!SVKg$GPJZXj+^cupCPtVJXo1A=iD~3;}-ePutpE3y)
zX^~J-g{M!)#-dJfNAx-XP^zGS%-7c!y|%55yN0eprELCi@S$9GV8{%%c2P@RT|!bc
zW8if{Lc-}<r`&FGR@SFD@e-km=>zc%Mn=YcRL*fwwpyCYYq!p?u8wP2m(s!r0U`C;
z9ghXFqoV`Vf|Zle)6<iZ8X!AvKtQZF#@aYLIeo`T*P?y7nwA4)u7|&Wmt+=5k)b=g
zxB#epX-Q*A9~5b8Yin<V#B!El$oR-e>?x2%1BK|}yzx*|xMn*cL_ThNS+0mMJ-2JV
zImyXIilsW9$1GF;%i_%Pb#r5<p^>IaQXH(eoG)oEN&=;b)Ja1e!W$53UEiztShzsF
z+A>gr>x;rK-7{mxo1}q&_yJj>pD0cSDwNh5tbc)rV`XCEE0~Q+?LU)ZM8}J@Vl-Ib
zc{usicnS&yi@kjw4vINUvtxTgP!by2&-?Jn^vG<1IAB(Gc9D!nJ1;S@9=H);kqORj
zZz-5SUjd?0HfzST5-nm>0#2t;<qA-8z|EaG6O9boVXxI&Vpqf-O(O4&=ZNXzL+~R>
z>FVal7T0Q2NO{viKzx_3{&kE+aZ*ZdrJU#uMqVUOS<o<J#p?M^gy;Zuj>W|_wp6%m
zwxPZr)U?JMMIwc@G)|Fpa*6+5{Xz@x`_H;`M?qivt+FyYGSVoG|M~52#)Q-RyE`Z-
zC`1&LmmFKv|5@eyumd|EX!$&I5w~*x=hJ`QQHQ_0A|W$9fH$@=a&&Sq*0=uq&ep&J
zo`Hp!p7`$@Zf;^aQFALNV+ZhRrSD`cY;0(2WK2vaZER!eWJb)u#7a-h%M1VS=5CqC
zYEriNY^WWFs%MJ)kfgz<{aqnV5?L@ZXncO}(%&_d)#vjkA0<J(7xnQ9In_4DgkrV8
z5rB}A@*x=8+8UuT_UEXDL>occz{>Vls#NgY`I?(ln=tt$$+S8ok6L(gaNk83RX~fu
z3iK9Yl1>w}4xkk)9_RGS@$><eDYyLk=vRrnRHkShIUIE3ZYUy^VJ)XK{D+5=pEwH+
zkG9v*Q|+bZ#GOJi;qSPfPHa=Sz7uAC8NXh&qvEfp*K_$In!D5EhU0ue|H4f9=7F|W
z#wvccR8LJKFQR>=8A3+7gz!&~*>dZiaQq2JoVK2%p2Wwk#eE3K5Hcjpa@%v%%-hoz
zMOH-A?&hD8Xx}CinXHn|Zkm<V94mH65*5S|$2c|x4P_~J%p^auikb&=ax$s(xRBH5
zCQnvULRTRf8HgDM$D22@1@M=XqKgtbql^0Et<+~SG`6y<3ro?9?D#A=6FbHhj(m8+
zN+7TlX=V>(46(5AlUSgue~<1UCXjU<DxFF()s<ONNja+~NM2Lf=YL%?QesC5-ITAO
zD4iJi^VlJce%#ohRy^4(yzi;0GeUCQ#7t>Sp*xc#AgsPpeRARBaxqtB)npI;;_(|L
z>d<QwE}?k>u~<EyZX+1oXP=76Lrg7hxvc5I74wV6CQl9c7c$k(I@;M2Ep+jbz@*mF
zI0bfbDlZ-Qpr8iC=tzf=dOz`&<~aHsd@R{s&ZY2@;WzNFq)WSp9A4v<_WponT7`cf
zc;CZw>ims_WRK+aQ1ixbdg*G`WKU{5st8YU@tuSkN}1Gg$=9F0IL=|P#Fol$X-7f-
zzFP^wtP==s!6We@Sq~B7%k!Hhnb<bPIu^nGj4b@F)+6<sPl(;8`Qp5W^ohG&?(f}&
zy}>woxj6*TL2t1n1=7Tkl8V|dVGu|$+1DiU0-M=C1U!pI?T2+24xt-*QX$Nl6A&sJ
z==;Uw#Rw_skK9O`j@XXrxCl!zOKj-O#I1E{aL``$CBM?{Z(<7pO>}$@ablXiWD;UV
zF4wcTJ8;?`qXa)9SRpZAMhw4|KyOLS?d*5B81DsKC|}2FDTRKIs*s@BZe26|v&O5n
z@q3Ry-<9BAbScN3M6z8@2JXGqoe|non_v4w`jfO_zojhR@Z*&x!>w9sQMdUvKI#F<
zIdWHIL6I0)Mz2{;+LpFfuu%>-Zqja^(VM5y>gYoI1EKfA?M~NU8fjR<v9`nfx6DL`
z*<<AwzwXP@H%Q!H)+%FO$^2}@`yd>;Y0a`h)=N5Iv&_T!+X74C7p>}3;Yi-^c!`}m
zkyN5aYPMF*;DbXhwz8$+_vp}L>5C`mQBuC%>9*-!kZ(0V2Aql{icH?la%-^L+BA;V
z*hIT&ajva0AJ4XF*hC8luKEnd{zReO5liONk}Vg+J3(fCe8le>XNRdjq2n{&PkF0V
zy}@{N$|tHv&ZSChrgV;+m?1X7^J&O&CDAL?`1P^YBL88A$OsH&fv!t*vj&QZc)NwB
z`17p8oba=f^XDuoT*`PiD>|1MUEgj0KKtv_K(v7-+)O3fx*d7mZL-YI89Fz!)tiSh
z)3QZ=<EJD^Ks&u&|GUkSHe0%}qPl8?yAnYt^mHY!>MCmX4{BNdIc@8`QgL+iU*ch{
zac_BHANiDB*0xU;sxJrF=htr>ScRW;7GB$^-u@CnhtSQPg2v^u=Ha>iWq#|hu7fCQ
z_Y!DXTD-Gj@f0V8$K>TxZ@n4zq%gW$>f7N;D$jDO|G*;Imj2xGaJl_C)%$K+^U6b~
z%2!;GXo3Ib^^g(2=Ksga%=*7pW&s-;TPH_iO=1Rm2Jo>WcxC+ORhyVj$kxWm*am#d
z_@A%n#2jp$?TA@8{`mo&jIoiqzM!oe*q9#tXJTcfWoKd`W@KZeWng3_20M_~cL3Xi
zUH(0yA~Bt!v7@cCgQ2k__=xF0A1OQN+c*;cwGm3-dte8M>6G2=fOU}9H#Poi7XHhe
zuz}zImpKtMcXE_Bb`Y|)wzIYQdj$5sgSE1CP_olE1ltN5yO<jqD~bvJ|5zSzV{=n8
zCt_v}MsQeX1E+ruC}I8gi2oj4P0ql=*wBfXPSxB9*eGTu=Kr==%p9z2EdMWqb(96G
zhB-fXd)aa8X)Dt_uN);BRitYeS*_|JCNKOJt-zJbMc^P5316>g6<_5DQ=pKVP#|_y
zw(5u13x}p$C<BMM{0N69&+z3)xw_|gcGrE@OS(g_eo1LD3k%EOj)T{;Y+yQ`nxmtm
zDasc-77I{g@e6}OHWH-8c7~D&e>Ep1B?SeE7#kb6dj4R8<ZW+jqi+M%%hC86Tv6kD
zhGeU&tEo0XVZg8qh&Nf7n|~lDXRL4wjnZhaTBOFKV6phEFPLk0cebJHbshwqFkw=G
zf`$eaF)>&)DXC%Amfyg0>bRcM1gba33pRf}@XnW~)1aWB<C8D++dwI*{|q?voHl01
zbwCO%vcUJ{d1P3gft`J!uaEr02k2?WG{hVd5|X<NEKJPymR!aBA{ZFLi!rX#^{;>C
zJD)L$h++m>oDWwO7aG@mhAEMSN|lGU&SNFMOGp!=5+nQhm8Ht}Nidc>UpV&dI8-yU
zvfjKrb-wKF?iNMnQ<n#c*JI;p=(i7L+kbygbci0&JCvEt;|UaHu0c`wQ0APBIK@D}
z3moRnGS&B+;9wZ($ag#sbiVh)z!#Jtc)&UoRPAJ8t)Y&cco+!~Cli!!7BMO`a@D6G
zjy7k6F{0w?Kl@I*qXUh}fF2oA4!uR;8$H*W6&Z`@Cr@ae`WYDp0}~U|tYoA=TLAL@
z&$9=ge11`NaKL^53a{H~`|b1T%kwx8Jm?=Ah<l$~Z-?`I)`KE0E+Z3U^SGZM<2TCd
z{Q$b|LUcVmJb=bDFZU0JRaseCKr5;fQW#VaixR*i2{?rsLERqzx?LWWAov!6^$F4e
zxRYj<mJyg792{}_G+IsHfx~&)`NE6*vc0{%*9R9&qup`^{C!c30(}v^`53<E&@b&z
zH@|-9DJ#EKR|U}@8Wbi&D^MKy{*?3bxJQxWg^q^@53es0931@eeA`)l13u-Wl#-y%
z>jJUNo1MrFpb-U&?;i%r?@4`5S9yS6ZiVe3Y8>802`h?cK!=Nq`=q45)gL1U^_a$H
z`;HY>ms2PNx!vU$&mYJW?O$Gw^SQdZ_P^uxyg35A2DCIDPgYiVA;<~R_wPY4`~+A8
zH;3~vUUK&A1lwORq;ohNVP5wPROkI2PqA#4!P^pPad8|*qc{Ewmr}_z0!GVC_6tm)
z)I}8XnR9`bMz9gcO+a-npgLKanuY}5S%SoNLbh9hXq3VL69G*LmVz}<j&TJK4*N|P
zyxmsoX@`)Yi%Ua(zM;H4D*u-NG<pATUH0LEnEmxhNwfaY2opV~Io>eJf>C}6KwFA^
zq}AyFQVl$83>9ORgxqeZVx-aX#K@7obtx&>Km1?gP6JUOAUy%=-tq98`t3!eKL@>^
zCFrvtJ~1^F9vYeow0Uf7XeXeua8XhHL<-7)MicWrh<>_A=`SCy4}JgqTJs}5vjZWH
zxF2T_Eo41C(yn2lUzp;6fcF<NAlCg7VFQG3CX=t=O6ST{>8$7|+03WNAfWKY^~4*>
znwoI9P(Ay4dfwB}SoKBXhGN|18)!FJ;ojf}D}!zg8XDomZy6h$u7A&h8^?&ApX~vv
z>#Q(fQ6XPczxB*G&^EKChVjS_sv1sh9teVe?~g?c)h}64Rl^=Kx{9e^x2^WNcQ_)o
zB3C(&@qOF^x?4a=>n^w(n+QvvdmrBSy;IOANttNbJ01@`&QG6?uU}9KM2}^d2!J$*
zFNl+PJa16L81;Vm0TrrE)c4BerKRevE}s(7>)`$MAfYe=QDfg!`1cTSY)^<*!})!M
zV56tsU+d(H4P6HkC~2lCsy~SG;#^La!_)~1_K~21onFN<MA~-T!?Zwu!$b<ZBU^9>
ziZkn70o5+$8XOM%Rv`2uCnx^_eMN$5|9EG=o2F7;SqbBUy4+xm?;mSHJQ9lbo}cL}
ziWaB)ML`X<Kl{F%9@J}yUknH=5&A|ZCjOPFe$u_~APgCz=#Z^GULLiKgkeyiT6t4J
z{DHL-WlT53(v14liwB2E0-00{8x<9mWJ-qyRsY@hhmh6VKq9OP^;#HB$qvcb%e!+!
zexIX-YMggBIBMG9ImE^ec@78&(6o(9OT+yU%{P=Q6f!}e`)YeU%G+N%Fb=~e;VIyn
zH2SnW`uRm9YAI(tR0S&0&Q3sZo&J@yJpHDh|FZz(Pkeu%9~WyBOThjhue@2(F97A^
zpEmGiOqihJYeZ}$I?fLLPaFpz6*kVDA0ka2a0C@6j*F}<SrVH6uK#1*2N(zuc#=AU
zUU*VQI37R9t6;p^>m<lGd=5yEhmf<AnD8#50wUiDjRLG*>x-ir!kowUQSt{)p_9Vr
zlctaiXk1)gzA{409#CG7lRpQlJNpFq2r@f+d$1pZvn9|Z8xFzBSFo=Vjl_wyiBw4Y
z@RMfdy-P2U=&B|efZC`QwPN9wk&!_YAkY^0^7`T{+uM&rnnxo5m<Sb86nK4rQ_<ee
zQ}oJ39{B=gJMhP^7H8^*{uI^2PMTa&BeENaz8HoC_8Y#N0%6jw-LGX}SvQ=WcuehM
z+bX-)6$P_4Nc`?=R|f!gW;y{^LY`%UiT{;+SO7L0uxZfL{NI>N#~`xVP3*sJutTfa
zO}v6;-<S8@cmqvRQBe_x=%WMlY}y1F$x}@=(69&zqw-P2cr*l#iPL5>D8udR1hI2V
zpn~LeF&O$NV}pcnUJD6%8Q^5FT6<jWqs>9?H@CFtG&>jr*)cWjI8J%99Ip#F(NJk-
zV8IcE(}9>z(JM_<2=P~6av{=mSGz;<@I4TJ0hERc6^3IU!>;n%x9&Ls4k0^Uw=;-0
zkh5?o5{^(^xS@mK@yvsd4h!p2v_hME(<Jaszf=G4t4NmxsXA`&M-{KUu@A<Ki&H>Q
ztq#(&dKE}7zP?*1yW15+?nvbq0S<-q7XB+pOy4HgRd-lVL`4iwbV<+C)ppbowf8Xe
z`rS~7e*pZp|9kD_neB=~62gHLlCtkNzsQbk&n;e&z`*?VOEg|R+q~V+4f<EF;Njs@
zO*dg5pacjGQiB%)j=GKj5U0Rl0C^UO)hz(^>_@*XjH~uanBOmsfZ(nKgF&DYo3d0*
zRW-y1RjfYRKM@t(UhkC{L-S44D*w!$4LcM}v2@x6AH2}c8=C-_f^3m4*|~b}KQ2as
z7=r91L=MRGVo_n_p+FT5BI!*u9?S3MDIIglUwnU#m>hUf*AR>hUr`TmBc?_oJ)Ym*
zs&2lOVn8~BloW?3ndHl#Xe53&7f}zeJ<ML-sexH6h;Rihvpxzp**ek#q%~+Dpt27o
zQ2wSMh?^XfIgtXLc<%@22xQFm2t^a@56FQ#+8;D3A@9yyK|6?U8sadtJn25&gd?2+
z1&1%I{r#}DB^?YERaI5xMWqVUc0IZ2>FMwslMk#YUtjy9qKA&;AqL`gy+WuDV8kU3
zD({|zH3sTp{?ZVVi&(I{L$enb4thv~6}HeM!Ee&HcXtH?^k;i}d&!~=i7bUR5k)_~
z)x;M~0&YTPW~7`TQ#oPnJ}gkO8X#l=M)=_1Adq8$Qyw~E0_t0;Fuh<ocA4h}GKqIy
z89?@!l~+FneEzB;0wwOgAtN^NWk1=9D{Q^>bwF1iRU;bGpkAt}F&9k0n~&RJ8z^6%
z!iXFEGr#`mGe|x%k~Y-CA#p(?-PdX+LA_6H_kH0t;yb|I>calw@R76Y9l2+iLT1J1
z6Xu!}aUqMDlKLLv`vK$S=$3JrozX$-PS5+#t{0N?*B+vGoVTx8EPO=+ydJLgr#QvK
zf6if`;*=yhJ3Etzq+=FYi93Lk>2!Y4JPe#Gvst+bLdvnc=yv9re{7t)(DdAD>|2`}
z@+sS>3b{Qbx5gc*x(yhrQ0dE|KK3mh-*drhSC0eUGNAtD&waV!`WE)@AEHtJ7jKFN
z$rA<(6c4I$xQMI96rP<F9UW_>^{?Qd!H&(F6c82jMP)D|zgHF&k<-&p%+IsY(Z!fU
z^S|i@nuJZw&2g?#B*5fy0+wH)R7xJ)4p}{`x)js&av<Xt(nS&5fM$An#u{0_8|Mqk
zRc7amZ)3_H`u%whdC<oUY;0^XVc|#MD{cn~40+t|Pv!$ryz1)e1PVFwsw4tFpGP1&
z2nh)}P)3pSN5SClsVbqox69!3<-OmqzX-VGemCCJ6VN8mGdyg$)fWXkcHo;tZq^fG
zkV_MvF6V}y%hY0}1?t~j1W(Djs*k>JE)b|Q=2#mSUFXyOK9cL0)j1>3wA`^ezp<fL
zysQx2{633wo+#SMgL}$;T0G|decO|m$0z)QmF8%M5u(lZ#fAJ2BXJn(WNObaZn4xD
zC#zcOOMNeYj`$ct^r0?-`>pTks4A#M9l8SE&UAXTv;a?YI|@_s^=mjxI5KK#Y6_Wj
zDBQ5c@87?JPE7)w@vd?ZsXjhFfcIxyqUCj2E<$dCqmJ>s{CFXI)7QW5c-g|ii2dna
zTIn7!Vaz!#1~d~kTvbjus@!$Y$=JDOJ=GdNF@7#+R5zltoX<`$y{So?v~<|x>|0;5
zzWDZPZiJL+lE(2qbIi3%TFGSa=PqNfCf;WR`rg9^Xy?0^HLaJDPcI^i%%bF5vu~jM
zgC8D1gmaM$zpJi}MCG558m#h@BG*7d0uC!EBqSglXeYv84jy6)^a6uIpBQeN{jp>q
zX%=(%_dDlGsj>^>P0lV*yjfh$O@xu%XurofKb*=pUE&gM@4;4EJ}y)1k>Olfe9K7v
z+Zu0fc&K@gEJtT<wVm9#(hzYhM;4w)Z<cYbu4_J$t@bjDuRmU$J@<YvpY?goRE=tm
z5m8J<iMUMV_+m+rtnm$IRkk~t^WJF2-;PB)G$B3q&d%)~*HlH`-rj6h3$a;QGOHEA
z@IZAoxXmk5Wx_U{r_kW|y}Gr+UP~RL9C;<C@Yp(Mw0`rp@l5mBHS^{;eR-Ny;@m8A
zZKH$<-SpUXU3O7WyR@LEtlh)N5<oPovgfi6aRQXs4!;wT*WINt-=$udw7uf}<*!cv
z{1Nk43FbYEv{XPjRn;fjsxdJKrp}xBC&%VxsTA5MLasTWXID;5MMY}MvE1(2SW#i^
z<<(YS&*F|z`Q^(ie+31FucSgjoA~C5;fdjRk|H947**-!m2oP&lGKjME#*`x=9QM4
zvvnsql<k0&+1lFr+7B>(?d|P>&J_p{Ox{*$2_JL&Ji1-@=%~rcMgy0^!uo<%gX--X
zf4*{o@{BwcD|H=dV|d*Bz)-F64$9}2Hqwx|c~-}=Uo$UNF)Z*u_`(#Z6sasIF~d}h
zO4UAn8c$B<Q$DB(4-q%n*{OPfJs-gE-QMV!vlS#epObskPv$+pCC4u$EzBcVQWz^W
zD!`1dp^;E8l1$-s_cP+)UrK&1eKL<yj8jxdC|#IQ8x*H1C{&-Cl1`$f_Vn8(M=s1u
z|7UX(rD}gPzPMx)ajEIgE#))`aopzqZB|k*GtYIRrQ)R}i^^WzZzKyolupIJO``S8
z><fLz#**Av>TBVv@z2SbQL!d6_#2qphu7V8NTwteFy_S<1yfl6&RNQtqs07($&wy^
zU5MBzezBjuJ*l09OwZ^~>h7(c@lbqI%pxfwDH2s=uwodjN&HDV8H>EsNqthAjBWO#
zk9XeAj!#YGQqI7C?S%&OL(pJ+H(3(xXL$u3-KC=cKFR!2HO+43-SA6{-uuSSEd}ey
z@y5<En4_gC%9{U-Qkkko&GOqveLRN`?qTt5zo@j+ePIVLGz3K+%8)HA|6clZNs&Cv
zh_v94_(#q7wv4~O$S@yB7Sdr<rv6s@&-I}K*T?JUjEST}m6StesgwB$QW33^&ZYQb
zX1WI6-^)>?829N*#<z&nbVMwVMb*zO%zK<lDI`@So!2s@B@O>fX{oZZS?@Q<B2Jlj
zZ;^|$8p#wBU1N)>?b)EA-I<xGf6q1vTG}{#yX%9*oJbO_w;k@FgI{8<va;#FldiJU
z357`n?wP=UM#hM_ljJUauWfJQ&%V_rnPQ~PU(?2@``_atSE?>0jd72s85EB#$Wc9*
z8bKIIXuW`!6k%cedktiY^4dsK+~X<7*r{dt@~1we?Zu7^Nd+q^Wc_;=QBs349GkEy
zxriy*QYZU9T(VkXV@k}~#ec?|7JhMIRdiK^^HVBH^&tLgT0Hr60b*eu=P#myyt*RP
zoXy{m3dY$@RJyqCJj&Z1cr_TS<lF>F<LPzqRFBP}u4Ur=3Jm$hq`5I1hwY=;WAS%;
zCURRtb*r7BkIOfgIruJbF?skh_Gc~Q$M;yzifcQyey?O`OKz^VTW6cxc<|N=l?+_7
ze7Q79KR1cm8fB)4)BWUu<*T64uXH~6y6CQjeW&2=87_%dBFa><5{#WWB^-nXH7evO
z!@A=hNvG0QVnS0`LLW{)TPflcCDG}4jXgK1K*8YZLr+f)gqAHu{k)M!GgA5y#pV6B
z--Ui&L^F)5GK6<tpRC{Jjq4J<G+!aXR1xwnXSC1KoD?*Uu75au;w!UK+ZgHl`Oru?
zBqq;V0so&@G1rRE9HiGPlX9gCzi6H?cnS(19q*>4MJP&7qh$Zc7qck5uw$z4U#D-+
zIk&BJUL8M|z6g?W`s$sWRibhIGTgknjVyi^vR(QWe3B!}-?Ij5*jh)5z*d>^s$U;x
z-ko`VJ{75f^xeEr%pr5SaFfjvLCA)d>L(rixCLISWMhUH+K5vk>@}{UsSh71Qa7nD
zC{U6{OP>yoI9fVT8+>EK<9`df3rSo67@D=B!{Y(9=)){@RY<s2QzOHC4}X(S^_@7P
zZxF&O;y)b2ia3PCOV}Tla0fFCd!466<eO~1>`$0<{chHB^{z}|_&TqkJVK1&-Jdk3
z@wq|I`$kTQsRiGdl9>b|wfIn{!AvMj%&gC}&#Iuz=L9FECI~;9W-*b+jOvH@W-sj*
zXcMNmajL=SucQKbhZM;Oz78uqt{BUWr*FT;e2=DazIW3~4bv^RBs1}TkY3dza?m?Z
zChRzT^sy5bB6E9U#nDX<FUMovdBC|$UI>fng>Qtq*i|z~{-aD?6LHsdl1Hd7AErh0
zzU$lK=KD$i66h)w>SPnfAnab(nD7LYGN-}zd~p+jAv03UunA7b-I4AfgaChkm2$Oe
ztHqk@!+9b5dY>K^wAgJ7G#XM5^l36=r5f=x36nu)^92tyauC4=36h}s2yev^h~_?t
zJ4AG6Yl^tI+yK#G273^)*D&6=&e*QB)B|?H(9qCyv0SH{)C&$~?`P;w%Tu55Rb+E4
z3~dbFOol2xu$YSwVMO=5*_cB;c*5Uw{9}yk>ULTFN}@939l0<pTln}%(lYmZ-gf*m
zC`98liA@YHvc_?Qxliltk)(xAu<{BdZ<JaiE7aPHPxu9`wY*lI1Fz(e798%FwqVyZ
z=LtL1S}&D_9_!Ihzt8x_49+@K@Of2xOp`!4_P0RB<MKpaT=8sc`K)Buetf~nz77(B
zRhf9VQbB9W;cU59nBhs69k~Fza_5A`dB6kr;qvM37i2U<UFNUx4Z*9yEq%{~XdS-x
zhxJH0>s%ZjE?H`S9|BvU69TD&mEldPkit^7bGFSUi(14hmW?|cdoP(C5tJR{pf-1v
zfww2RbaZ2JMJtep?5m=Q;aN6N9zaDI77n;}1^M~4Ktm6N=Z)>wtw@QNS65bIJ;0;#
z^?d<>xC9wGAcO!Ps;ICq3Woub8^AQ#ES4&glJL`#47||gp=-;_Z>Soo?u<2O-@;R0
zO4gi6H`bb?B_`BHRAq)|2Tz0(n0_*!`Y_N9lQ8~4Rql;z<u*i^QQXrROn$bOE|a?g
ztL>!nU{KGxX@I@$MuYr$P!B<IwN^vU8g-toAT?y9uG(2bO-;wUoSP1pr}HxCWXEYw
zoWf^Q8YunQCGV0HBIE{)g59DvrW#TwPmzV_U$)*JrxjnojH~C~B^e)&F(sjKS-Sqr
zFAv^5LZyQAh(67zs8vUPXE1m0y0#{ySC23*qQjd!zdTyE`DJ~o0;Q^O^v(c2aU+t>
zs$vxnj+>mQ6U~HitvaF<d)olkLWJ)1^KXut<r$daDyT9O35@YetY4%h@&SF_O?DES
z?t@X&+?`=sLA={Sv^pGp8C=<ihIije?$`qc`RHUh$vPbQ3#H;w-lsu-%nwtxvIfK&
z?OGG0v{j&*3Uty}R#qGx7t1aIJp-VdKzAGXS*4|=9v&WXadDx=#l;~ZAwYvyQ(axV
z)ddL+IRpa_&q81S)hHa6z~`mKMSTw-sq8lkk`aJE5u#3v0C^1<5kx#5S6^Pk%4V`x
zTmNEZru+C&9f%(1jDzm&T!Cd#QAip9K;-~p?iw1|Kz5V^V9`Ab^x)7NJ3B$rphGCo
zZjFrtL?%N3-$wekbS`i=2kHygq~GMI3J;FhNix~!rdk+6SKOtSyg6w;xWJN5){4Lu
z9@*xMhPnC)7m}^gueQyn?eOHJ<Q`_{i33$|H=;8cb{wVh^i!;npV`4Q)iFEE_Ay^s
zSYdgTc<pDS&C5OPOa0iswaUAu>%l1*bE3n-HXca-v-6Q8bD{$iZ_^LrgYFY+MN}5P
zqc;gi{go=hM}agy^C+a)QXVQix7+fb*Mkx}QT}Wxld&*TZJOKSztd_scH6fx6C8i1
zl7@ZyiHNHw{}0sZxOL_#8v;?|{$}!>aeiBERq^<PNxEkv+-iGy)+$?64U&I@7W=^L
zwP6G@chvya@TzFHHgzvHvb}cS#p@!eN&<}Xv|;;cgI7(<>K+tdh<<;R>4dHrxMbOJ
z+lOPN1xrf>Wu0!C3eBM2#aP5C0XoGy`Gfd^9&sPZ-ka>lms<Q%3&7j@+V!>EX1Qr&
zV*`MXaIZLQSGmcqPFA?s*>TtbP@D6k5hM}-(wPkc%J=W{E$1u!W(N}}K!DzBa1NT!
z3JD5MxBzL~R+r;%RaGy;y3Y=0>jH0wQ60WgVl_863mowHJmQE83;nR3%oBk!-bWqS
zId@Ykl796-42gk(!9c~2f^>a-ZE0!wMLrg5uq35xfmXYP|B!K<9tY%vo;7U=-`LvN
z@H&Uf{2skTY^?KU4p0dkK740Pt^<XcizxxUg1mF@pnS!;+w%JiTNYC{VlQNToih^E
z3NBfT8=i_v_7mQji8^T1Ch{lmCmd`pj{Bvx(MPs|kMo6T5>to8ZkOZ^%g*jPosG#2
zmc4bA5BFHL7Pr~nXDdG=$EAk?8j@j!i+#&oUvzsE-lmL%OCRQ4f6ZZ``*_*q_c3bE
zW}c|yO7E+6&v{v)<Gc}ys~Nlfr)%#D^tB}C*74Ps&MqtHr#u8&x<brXqT@PqO3!kz
z%G_uT{rMr7C8-|d3~Ii#C7~?~?IE)}*2VL(@OGy*pJOw(ez`KHLj+vHvKME`t^Tg|
zc<_~O^SSjO9#)KdU9oRSvsA0$^$aoZj%b_Ke)k*hS%dH9TX;-0^F1luL{Mk9db~##
z*RS|?vSVY)g{Htl(lX4bB`1q&9u0=9L9SuRuAkmi+VM`PgXL{T%&OG!jvkr~R$qvr
z-U;LaMjiUl-v$ZmaPYIBX#h4>4Ig!2IvXu5G6t%-o{5gmyWcj7Wsm_Nfm7Ys`11Vc
z6b<CA)`7KsRY})z=U)!3e06!r#KHnHO}4KgA)z2&al-C=e`6^O^}$_M7TFD<OX6#|
zh*&hi0nmTe5b({@S5!owS%190tS)J5BfvxVPe2S)zJfZ~7r=dG$PhV15%VF>!d=_G
zm5!)ZBkq=rZl|SZMk2Bex%QZ*Pxr<m0{C|G%0t-{nQQFkes|)LcMB@fwXB{NXd-oG
zto`~%`J*v1JH3y_$OQe9+`5j@tsQ2k8iR%JC(@{F$IQ7f6=+OR>i5W&2OmrXABux#
zGh*Jhh7@?01b8%CtaMNev*ss`J)8<}1ms<v1hZ&Hr+f-+xm3yN=SBOBkCHg1{(k5a
z*77(OcG4ied+$4vQtiI@43{Mtky|;6k!O>o=92f&gNq-FF=C)kFP;p-heLK_6fd4&
z*gc&Z{pACNz3e^|lAfODCvsQwXL=ps`IqF|9(CB+ExPPLA0iiQDou#|kvi3}$z+Tr
z+N5o_4<|YrvL_tQVv*HRr=lA(r=qq>4*#GUBShq&ReyK*_;X&?&NS7o4T)2SnhII&
z26LRFSh(>v%;s3(VDsmb^q9H2L`zLG3|<$Wh1wgznKr%rnnZFvTxK(QdwYhWFD!4D
zQXw$eY=Ef+?P0zcfh8D&AYfZcTwMMJasO3(0TDksN2=&GQdgJ=;B$iIAoOby3?{CK
zbEIT*b+vt$KQxHH#i%3UD>T+@1M2VY?)1<~_P4hKhX|iyAqiX#raruV1~kq4D5I)|
zvzLLV@TsM|-`#bNVz;R{zf*RKnR&-N2sO}_FBvu#kmEA>h<Q76xW+ZI6NXT3w#Tvt
zu30zk7teaU-4U#z6(WpKPA?zJo0&ejJx4$Gy2O`J1aZCRm=69}+2Azd-a9fr+QoCS
z(;A}%iO@H`q1F2G^`#)>wKbCmPHs&lpUa0eFO$X1sM%k#MUR$lVRCLO*^UR^(w44S
z!387x#_^NW%=xYQ2anhCF&|&{{Vv0yjQ`qi((IS~%asH+wk6oAj2hCdZk~BL8dGoU
z#xn|Rhf^fUgL}Sa?lBMMKlohC&Gj#eOZNrtPsMb&y9d8q;oq77e~eofBRb`k?Vz%{
z0;_9S7CSF!x$HKesn?S&lBwT!J!LA#%G=bhNe@@g${X}2zregvUd7S0;h52htIoh4
zK7o*~qh8g^u~9N*d9~jtCmy@FdNhMMF+7k1pVbN?0w-vhk(pWez~lbH*r5T{qw1^Q
zlR60mtUoG7iN0#3mb#+iRHLn~au;ZqBe)acgX&~&-|YQ|_4gs@aI)WHv(ge*577|o
z0-#HQ4MYyu3Xp6@_!6G|ia&9LGLXR!B&q}t1QOqY#B~M#micrM=%$0|EyzaduOPt2
z2wx%o?FgjW6K{kW@^r{C>(C3Jjz$#~q!5Z%R5j&Y8|{W!%i+_^%xz4p_D`6R3Z103
z4DDy7)^et^TboD__M~IAI7oaG-!Ij|Oer|Arx&g%!kS+gtE<E_Ul$S2Ak?$kHrH}f
z$RvB~Hkl&ze@>YX#&6c$#B-w48>KXjWZEV@Rnf@3emoLzkxT9u<S%;mlwN$K^f3_a
zIj2VH$btHhc71&pe#Y*jsN#HumN<K$jl|!372_0f^hEvMrKpW3zR(~<dE)5l*Icx=
z^t>FBhaCs>5WU_JV#sZzss;^j>k0h~aqOEF_CtKGAE?*Yc_b%6w+>3<s}geJ9gcUu
z<2SNt2|ab<21JMqyLOH5JU38&YFbgNHS#xkve?eCH;B5-Z@_Zani4*dJ7kJV%AWd<
zrSJ^_ow3|y6WarKOpWtNZ}P*y{XUz?>ntj5FGrNi^}r*AZ+XqZ9i!o9AR9`Dj@kv$
z0&H@A=xVbgMSe+i*|%@>)gVPO0f&*nX3OiiD=jJ-TwBXT3DptTBu?f(R##mu0M(7M
ze|d95?#=6d0rkxm@P5VF-Oh;hptm7A85kHM1^NA*CnqO!b93cAC;{6yL87O;oMr;&
z^L@E`Exo3)GSr!WqZTc;cHGoEj)^GBo5}GanGBp>B*BWt>YkHLn{TGtD!-=GF4C#Y
z{8>W#4)WPugqmqJj_RgyZu}9J^`Yi{*ynwq=CxyFT;>CKw`K9ioaZbM&~+uL<Ns9V
zA}XyBW<89RMB2ar$9kG~LLjg`;?Mh)8COxr7~FB28`(enT-V2O=Gt|MXbp&`-(v1g
zxmPc0G$s#$7XL)Z%_&az;vvnE%t~_f3&Zuv(^V#k=jBajRQrOb8@aUSuOA!Q?~ORy
zOraPSt1;^?OssBbZTjQ1_87Eu4J#?0)mr%YHa4vbnyi1NwrlsxWH5O{WgM{oPSUbg
z2<0)K<RL#SITOu1dvHmjZD~$$w^P>e%9+?ec`Zs<e%!d6$>|KA_-D)VF)KvNhX;o&
zKU@{EtzMv2uso0I#knlneY1*6S1pdBd;s(FuEg6oRULswnEV*H@%gKRr;wpmRQpVH
zQ`-gBM~+SFDJ-%ME$FAKT+AC$o4G;jg&aQ5pC}k_Zg7jC)@ujG$06cPbx_?g<sQET
z@_Li^<nZ>-AMS}gX6sa_a3hL`+r-~@_rHFj#LV&BL>Yq_T~Oa4754Gj94AQJ8udwE
zJjZ074F77dt1x-ZK3RVZ?lMD)cy;%|Hh${(jI<mj!l6IOxzYn0G@o%uJFlA-bGj27
z6`97fU;Pw~3%#Jl9*LJBzg132P8QS`TzYz-J(+X$OK1W!N)~G~DclV2fREC=)_NT-
zo_=92jQ#~G=z=VZ?^7%$hZk?oPp-^x!u_jx5}&n$Dj_FkOw16w4Q=wL*!|zElS!Yz
zSgg6?)njW$ebpVGs#_CFos-+oP{jViodBB~NKGl)>@rpM(m5dHaQHbh!%Rg5UlS|*
z)4<-&?hJH&0z4=Xlek{)%0K~9)A7*}0Re%5p<$ZJ-u>*V&)z(aPR}=8TG_w51Av`b
zufGwwbLajA)?^`05^Zx!lmrj)%LmLP*N(K*)J#Ap>JEehRB^Hhh%bL`Pj#CepyNP@
z6JKnz=KJD(hS7C&bhO4nU+SFqF9eCn#}%9Nv*5@$*VVpO5?eP~gb_jU#(L^vj$gCZ
zWE40|4EBI?#o@Sn=GHb>2Kk8u?cR&GsPp;3vM{ya#^hg|QXv=f@|6DeHk4L0g4Rm$
zpc^40E;Hl1Ent)^8TRiV9DrpvNg=Zj1rc$%##qYH@e;Jm0PHU+Dyp|aW+a{Gj9?7_
zoc@|6&}I#2C_q88xL-wD^s-I-3t+l8rfqBI1<K@I;w!go8!$V%rnC`DEN0@A;JkhN
z79XEFWf-J{4>vXxbaZ562PkdQY8x9n9rutWDyyo*9zp#EpdQe<ee++!*ZT*Wm+4*B
zly=CZd^HiFc(93ppVn$$(<W@}SO|Ji*?@2%b)nW2<vtE-cQMNuxPjGxY8F`{Qi`Y`
z13JL*Qc#5CI-HL({eyNE8z>S`LywC9AhTPP_=<xHy-0u*BvLDNJ6C`H+y?E0K(ce&
zv|gALtzhe7XBZdyZxU&1a}%)k8=MXl-wdcaD=Ymm{0GmSR32#_TwW#Ttd({0h?2z4
zi4v@#xoxO%w*+0ss34j^7ZK6(yHD;gQT<y2)Vv;7q1!XFvq8bZ5BK*QwJj~_xq|0W
z%>N?cH!{0(Sd$0Nc}kYbEqBsy9W66x_Mnxmkl5f`_*(zD1(-1%ZRi^f)IYjeB!Q!;
zBLvonu;p)t@$Go-h_|s&<aqW)E#aH}J7*#DY50?Qcc1eTs6V&d%~+7tim+WmQYk9o
z|BEE^HuY(((Qx8^<V4Gz>OC)ur5WzXwUU+j^bhb`Tk4k7+z=PEdQP82%iE0p*R}s|
z)Hf?Ug)KBXBqBQao74IEo82J~Ns;=0@MM7L&tdLfc&Na?LjvC6*2c)}wbkUPJk`HQ
zIx{8{9aG9&Xf$+0G!)pl8g+L{Lw)YEv7?2>KZ%%h+1?0CVX*+=kk???W^WwzSqk%(
z{>fR0Dlu%KCw!N5Vi$L^YnH?&LI(4F8D7J|QvYAG_#m?DRj@Drb)Vl4d=D>NL$g)$
zzrXJbO8L5}4-E$KF+)j7>ff0t($*Uj4MnEGKGrOn>V-{tpZ2K*S5m~8_1|kF35h{O
zzH~^p)Gk~YaSKgf+`W*O@xL(nqHNPmAra4%Fc&(NgH7+}kpp=Z9md4)-&X%#i$uqf
zLE_2m4|&=MpIh8c70HGbF%m~hOAG(KuBSQ1(N(C&8f4)aRa3pK*zeVo9dstOp1;M&
zSY+vizp#!fqP?$5QP}}0KhF6Na_=PXG5tR?HPbF}>oUDVu9J1HZ2aikAQ4p|u~b}?
z<}J<0$9AkGcWA9~*DN7Eem?Cfef2mpv{f4h@@YL+l^8-kIBOvB_sX{_&DL+c+6YV5
zZAV#}r|R$JuPBrVmP`9CO8)IcE5%{hI5LuGb1d!dwd(_A<<r2J^H^ORck#yO-Tc#b
z)A)yK{oi7uS%<fL%wtaz^lhz4o^ly!JQSn*=F=dD+vHlSzUV7>Dc$bD_PVkke|?pF
z#A>=|inRCTsG%L@VHJ1R%#YIMi`gIUB-+(x)IqCBB+EPv1;UD;r;7EWe)o}<v`2b6
zpYNI!o+Yrh2h5X&Pw}v9z2+%o2dbR&iwxXtAKSinj{W+!I-cuuQa5(}O<k#1iqOlK
znP9?rWWh!wztyEC=Aek>j4xjcCar-$qdP2%Vwtz|lE((kk^O6Pht~O8tF^}Y3GQxa
zr&+((WJ5ERHbEoAV9g(RD%N40^K*#`Ch2p8-xqDnePS_(mHp0mzXnf=5Rxc6a)=Yy
zBsq*3b=>z_5;e&&<|QsLL~;{^4_AaOv$*Ct;-W`X*yeLR+Sdpf*Aq6L_)d&oHWD_x
zR|%PoLm3<y;yo$looEU!pM=>R&8-oNCC^_p0rAs7&gGWb(JjrcHOKCdAPL!x^zZ%n
z4RdxTRE1{1=#j>aslOVVopata)&5v4G=5CHS&l5ped@RWn6t#^?7Cd#O!uJ9WewB=
z(onl2E!#KtW{c~aylO8Ix4}riIUUw1vX1zi3GZh;g^pk{>M{|wju24aX-wYxkfm}E
zEiS8--knw`Qd5l)e&}Zk!KziX8>RtQhc||!PT1v?`InY#X-RZZ!DgF%8}4qF&uGe?
z<xm!@R;HIqUll|m=S#Yq%$LYZ;fwWjy<V~nD%B0i;<4+#iGvYx)msu<9L$hZ`n{g!
zKPinnY^FNRL`eGRD(#sn(!9L{T0bSb7SgB)&y0|1^&@P8Eks!U$rOStmEh4}{AQXr
z0(5mP^dysVi`_7R$qT7^jUcrm)wlmVM~om#*M>2Eltves{c(9ae@cX*HkL+;vk=_X
zE0G{48mD+ZHkeXmz*v~~@YfoW78-2Yo6K`>kn3*1&?SMV>Gi+M+{|BF_7M|9j-G1|
zj_m<{-m}zcvIti^`2#pw)!(O9k!qE9?B^(&%^8-cdx_JeC=uB(x*Qc)RoMQnDh0}I
z?um=6N;o?owGNA>L=M|ik86z@<tYE>2T+)eW2lvvsFn7g4}cCcapJ!@H!#XRG?R!b
zyNXu3`Upwvic1JV<Hl&}|Jkz5CpGLGtI`EiloJdKkBw~D=A9C2agohmvm{>XcKoJx
zQ4{BYD$-8zAn&t{c=8JSxBr;~G!6UO6#6L<oQ;wxkut5gM@?lb3yb(cqYK?<3n;j5
zdI8eW(NVIgyo+1vl6Iee)<`!h$*Ok-tR8PjGokd6skED>a0jOj#s02g8UL(d+?d9y
z$PD=0fg7^j@~}y?;dY`mM{FfcfOP@lIv6M@Kz1k=Q<IXivML7+B7=f@fh?4Tr6roQ
ztSo5Y)=*R9ad$>Cc<{q8eTnEl+2P{6t04iC_6%aH7Gk4xNo)~zl6zpV%Ri8jftI6y
zMhV=6zTVzAk&>bmfbzMWZ+3TggYKrvqi+BwT^mpn&Ng~>cXuQ6e)>T7v)14I;{f$3
zDL5QJ)XpUlZT>*1Q96Kpgqv%Ir#sm@cXOWo46p~m+*qduK$Qb7j&vrsy901A00A@7
zKODf>YGiTZ;!A)fM?gr((6x7Ye0)4THHAZky+-+8(?oY_I@k2Z{}}p<(q~RSGrZcl
z53ZhfHO9kN&UI0dk)TammkVi<zfZ~6u0}vm2B_v|Wo3GJLL6LN4p8Oz`gH)v4+&9&
zN<drCtP&g+bkpT>+(i`H*~B;gYfciwQ*Ic_2%#swP#2Xrf$$+d!^c?%Eu9{)*2u|W
zmZfB6Z?3Lr=;&ZcGBPqmNYV23zLu8$ZL=)TMW@w-inHy|3>Ywb<F#}O)+%iRVN3Y>
z|Jg70EmIsk6^yjPLH7@H@njv|H_<E-AN(?E?pD6*2Q)Ua<u~mz`aVDER*lZh{k>>K
zMWVX8M73W(u-^mZA1latSwZGF2KS#QYqQr|dfTaiA33#rD(H*L-`#z+8sp}o2KBtg
z0PnvKF}MfbH0XvaDJPdAP6mR@;7F}Hvq|7+10rGE!TLJA<s6Nx>n-T>%v9&)GyU%q
z+^s{toSoz^MN#Us;h;$-MR%;qYHJNr3=r#}fhtb#F&pT*1a-c-wUwWj_m%AO;sOU+
z5R`!e;$etGM*o&V(p}$whDch1V?uY<h)I)HFr`iv{3X0|B3uroNX6^Vr#S_fXSn|y
zkU<{>!=(Q<XGE7#p)fyGl+lwa-u;V;m5ojE@J<0~AG1EO$qu}dj-o)OFeTZV@PD3u
z?#>XnY$`R2_i9FkQ$fR4sj;O~2!9rK9Ugw>a4roi#T}ZzF)ePFaa-*p%X>6>|1&3o
z(o~lLvydfdTS-fsxN=B!tb>&bo|ItY$f<zoFg*0)()?`i&at*CFr3ea+dywVE}$hU
zm@mt^e!sXfKU?$4so{{0kt;B~TZnofaD4*)xohV!fLeT8^?b+Q)P9@NRMXUj40HV0
z#NX;(iu@c~R{p?`0>g@0W}(cgl7rm#w2}YM373Tm&Sh&c;Xu2bG_~<+3kPY1E&5&7
zZf9gin+h4C)AW`!exEbJQ=&83e%@$3QCCZCGU;OKVbQQNPFG7vm*sT0o}SXvdr`&F
z0Siq$slUl{3lZqoJp@q06!8A!2ylmQaC(YziRNBgLv0{ik(q_-1+n16)!HK9{1Oo9
zZht;SIsVh=<NZ8$>Q3f@KU*~%%j<hQzgP8ge4EoX@VL>V@BMPaLkbAoP_>;XeJOc)
z-!T`B!~#-l(MC$?&#SgfNmHjcWcq~yVO7N$JUI#CcDDeHn%jyEbNs|eW#J4<W_z?z
z`QWj4ZY2Ega$lmNtmG*{RU-&At(LhhCvWIMN*M5|M&gP2en{Z7YvI&p679oSL54j-
zCj@0A!?D4hnWR3^FzQyTB+m0}CiAqp?4C8}x0YQfZ6ke%zj=MLQ!)TA;uS21EqX65
z+Z%cl3{R>}Pfh&u7qgg`QN{M1$9b1H8AN0rk3jqu{?Gorz(Z41Sr-~iIP@;IimFHx
z=`7fgH^Q;(v3F~}C{u@~ypBtc&CwB&Fls()#sdT6&fetXX)M+qW3J>7yQkEBE@mR^
z;%d!~gOeYk8%f)mVIhAG-J!Ai46W^qz|Xgt@hyhQkLVz}@Ex2c*1A_ds?kdvic?X2
zC+De+P)E)+>%Fa&Kkyg9h@;^to(K;QNoV<qhmRlg&e)ePDzuC|C{AR1!)6DiD2}Nl
zHCD1P6m&}h$(zrrs?->$6c0!_Mh(uYsUPIT04pBAMz9#5INzW;H8cBz`A|LJV}T-Y
zhdnQV1y4(=nV6V>qMel{`v7huVQCKf8cYzRbpWZ{%gl6d_lg1g`K>V=ie`7&csGIM
zI4D*J0<rw`-IhZHR#@@MoOm*FarE)afR!%(!C8!{?cu2m(_RW!J1u9O02L?*T+o32
zp@O61L<k0nv&oR@eHDhvb_Z+4K!~K)F_la!)o{xPYH^I5=p9%Yfv6Fb`V_Jwi*Hql
zh1zlC+30<D0z{Iu$4SPkfl^9zwU1uV8gcUWe_FJ$H|ccQ-8sA_@xI2;;GIpL#pN6x
zN3X`*Rj*KFeQJYo#;>QfGwcqNqPWdjL`7$+iP3pM33mCa@|Hl0mIHmEY25cq#bjm}
z%vh1(E!}rh+29LgDB@iGoX$0)e07ZLy(OG%-3=-p%!VOv|JI=BoT%K^AeV!ipmhq5
zeYXlX6ABFau+AUheB*+J2w1YhHCLH^<|6z>z<!J{!8A<%pad;UFJ@+DN=CeB<3TtZ
zAMZa4_@YOR8qlz?{k^?k(m=yh&)XW^&ysGk>C6Y9EaWfeQx2tlf)+GP_I_|;HkT2p
z>zDk%Q99~4Dj<@i5k2c!$r&43lQ{#kwd!Awz|Vb>2^Sm0ZQGz@L;q6KRTo3H5epI{
z0!>xhedd+LuPm(9UEt@(@us<}*0e=nvsAZ}jM*IDRUyMI)EawBDP@%~o?e^xPMFL4
zUBp|h(tMiiuru#-)=y-Ec=Pd%VEA~yy?5{>cG~~L)LTbYwRQi)bce*DL_t8hK|ngB
zK|s1ekS+nGL)rsKcZY;XcXxNEba!{W%X{zhd%uG}978zk>^;}sYt1!3F&RAbhoztK
zB=AWFZkdjB<m1^S4hHt@E7FS+dp=x-{V;h+bD2VNzC%RYzVQ40l|Tjg6Ot3z+3b^N
zBO9m5!D;A|`<|~?<Hbt#5mv=ZBd5L77x<%O4Hv{M+kBsx=`HOl#qv<nBS_x5#1w}<
zqHJCUXyfQP&=9Nb>x9S<SMWDD-`XQPP@8i&d}12=<;0wj%?-zDJXS3~LF~!VrtM0V
z=bKM!ify;E!(%f0u4&2nk<=lEIbI01cdWcVX7Ejiy@Nv_2C)w+IZB%F;Ldn1ac5M>
zx=1SUZ}3q9E*-!F09kZvAYpB5tD7G$;n^26Ts*vT=aY}X5d(0v8GjWPBA$TSPtS`~
zAff{}XS{BmBb~``@>>Vc!4~vt2XM!yxe9ZDmuc48zg7e0H$^(L)wX1cCRSE*&h>UH
zZFn>@>LC$$-xYn+DF_DR+2CbjT)r0EgU>#LMP(Bmu;(GgSO$2joMmm^2vp9Hpu8n=
z9;vWLq;%hqe1Vt_pd&^?K1WBiweBHghy9;P+6hMWB-&oAoCaQHV7oZ{MzFlkc4D?S
z)wEx@*!UzKzfrT(7;pv+4>q8rq}8vo8(L)AOW2&26gQ9;X=W<pGo7JkJ9~YF`>x)X
zobYA^EAs5~Ag1ba_VqPVOH^Y|S)aJ;o?ina_O4RNSS@@d1)W=<XU^o+(NZ9jP9w7&
z9xKms`wBM;wH8Ja!Xf64V9xZ@-R1USlv^ftSJB+da{GC&rMq7H_`w4P>A5AMtNVWL
zS>jq)4j;a7X!f;ug1cFS*zx)2aGx7CPuNS7?+hMV?*oL9htfXcbF_C2cbP?n$+s_l
zTFnxfH<2%WL;A^-$2B2^?y2SUM{)Wm=+eO3Mqf>n&a?9MK{n-``<t~0#<%ss*35BV
zi5wT5`-g^JvKqi-84wBr1UtwN-bL{7+DH!O4M<Qy8*xzcL7W8%>iYJ!^KuI;jNNL-
zcfgzm%~Y4^XSR=ygg}~OfOZbgFCru$(0G1+{(|o-IoyK;`Od+C0D#c(Yt8&Ufn08T
zV*`=sV+81QkD{rjwz<ELv6%T+fEfvwCZ!qvjIx8`*)<SPg@^`oadLVWfdyLN%kBiA
zJbZiCF<q!l`0QCrMP01p^~fvG<d;Tv{7zXy#w7lYYlR4dD@oATVo1tjdkR-bb%&n&
zMmG6JB)3^{5%JXKEHlZPb*%<+doD#f!AjZKm=GVW*fhEjt&T5~8!p7n7KJ@}-bH=3
zn=y!tiS;yGXj%~}BL_A6V=oJd*mUi`2A-=m7}Qo8oavbNA+Dqvn2EyTRx#qg&_Jc?
zd%0lJO2nf{v_moXg7$5*a^jcZut&ZMA0(o?FT@KQg)dt@Blg5Hl~^e4Up@W`trFN>
zZB6^Jb60&d{G#4&?_*|G!d7ZL{GOWCJNE>Ikv~aSPBshLAI_b>?Tr;by-9~>Fhd+y
z+t+1fYIAY#-#K1oLXVwG_yawbz+rleyKb1jW|-k%^t1YjbDWh>cJsbZsv32VpQh`M
zFXP8hSSoVn*K-$fe>HwcH)GZ6aOL_iyYh~Y%UZ%~wJ{EoT!@3cy_PZ#D{LIAlD_^E
zps5(a^|A8vli~rX2Mjqi3>gYXNzdeDWktnbb=-Q~)URK^Dk>^c`CUF*TVs~Jg7g0_
zdJQIsmzOu({oM~{%`(4rv5OODemP-YA9anas3<%$)RvDw!~MxKBB9w#2C^e)R-zh_
z@;pw5$zfsG(!xSihTwd_%*-rTzyUw0su~`RJ)E|DOL7Jwe5Yb5?&Pr&OWr%k5gO&W
zj$A8Sl)BF11Pe2ZHYb+0$6xjNo_qB{X^fAMgvN6?$sG3mX`FoAr^OXy9udx_mxVp4
zy7=lv8mrY_^Ab|dW}TP1-)(Z$_^b3{Jwuy~lkMhlcOHVTjTM+g(E?`A)Mt(fiKLnL
zBZV3U^{ucxdh~4uvEym`>zH_nq>J7;p+N4Mg&d8^8fSW}d#8_d1wE`M%km5bDwRZX
zX-s!7IFKKZJb3H&v^|(pnn?IrRvWA95-`hTn&U41xCvz(T;oJVxbI9%zWssDSLM@1
zL%%T&%S@Y`fL>6>HKh5`H1g$}q_?dfK98zIr8peK?<vKJEo{vay)L}eHM9Is>VWEC
zE?<(>dHGg(quYnC&c~!PmC6&j+z!sR3eh$oUuJ8#^j+CHz%EGMiJNr-q5^}d5;Y!@
zD1+zCMqE5hYi4GqVxSLy-q(yl(2N(AKGO&3tFU-FE~7Xp6~cq}oAms$vPdOiMqXYL
zyzppnR(xh3?zR2Q9{&bNB(miK_TRx`rF>U4Ai(#JN7x`g^OlT0?pu*h<tH{a!dIb+
zvmz3g#&X8}Mfv{pFH%m;Q8*kIiB`7_yJkAtWjV4hj`y@vCW-wvHDHypG*VWwHdSK(
ztuz&*lgTjKP-Udf+g?4rQnFTU9{)Y-HvKp1iK!^b^m%uE!whZy5SNBu{LPw+Y?f{B
zd}xZ58BUc*y03ft(O+S`j=PjO(l=0Dwcr-<i(+*xGDxXr?UQt65wSlgp>Sv-?~|-?
zDQe(UsIg`flIsMX2*1)r%GvZuGD%-@cib+N248mBC_CmZ)h6DzBeyHchuw^&PwO{f
zrjQXsDqPmLTxA>8NSE-0me+7@AG$B@h7BYg!YJ$CCt{V|Uj9krE%Bk=f}k7SGj?HZ
z>|ZT$S)Q)uTbVDEOp`$zMbr0i`Nq2_zvX2S&XK5hFnwm9tixR$Eg4>#)Vcc@o^&pi
zzI*4Or^f(QurVc&TOKM~UTsdJ-x{oX#||a`<bcVhSPJ-Q;E+v6M+a1;!f3ygq8nS*
zB*{Gd5MZEoxc&}SR*ckGWP%tkMH${Fup`QQ*N==SN_>{D1)_7|S<wC*G?5>np*Ndo
zNdKgygma6`gpP)m4vFw~k6x!O0Ov~Ko<H?YPCH|WzrvJ~cPlC@#b06I`&#{FyBQ=)
zOG}f}yAUJP%>jksDs9Wz*;z!G(ko=ux12P%BWS-(v>qfRgI6UaT|6aZ=ZmWNnKA`1
z{N~#?6rg}r<Q!~;sD$ocul|Zzuv9EIj=EnSFKuz~!vB;rTu+eNE19LyE2Y|uep+`@
zx)ZAo=}#LIgG}=Qk2N$S^~aB??aCDf=TEbzb&|#3pbEj;$2+Un+c~@4WesjV@(!KI
zYBEFCghh_gI&;%1k$=v4BwhJZ#Ww<o%PJV;f4azbVuu%hpsmXCIecm@ArmBh+*rCB
zPH5U*JeatvR;JmTxw^3wlH>@hxo~rRII8xo3;XeXAvQ5O)o!(H$V-02Vk5HhEwRh=
z@KSQ--t|E}yw~ofTQy_V(GaN|sqU&7yG8gO&p})K&2$_8)%EP>E99WC-$8c7LV9l3
zR+hf|gANJGhTU;*<-vYj$md>|8*?rdzI$4$s}h|&Gjy$4_DlE%qs^AjYm<jccGZbK
z$ubC>NU%vbds<oyfZAF3nFb*)?nf&tjH%h#*;lWCSyc<{<%ylj)Vk;Z;P0vzYWc4c
zCgdf;a@wmsYa4EDg~bbdDFDX>D_|xI7`p=l19I~6-(&`C<|<HoIuYLGWMr%q>F#rn
z0zgdBL+mIbm=YX#gh{DK5Yl}SUSyO2WqJfcI;30!(GS?1z`g~7M_|!qkBam=V4q6h
z-W}(D<4E0|cLf}lNqk)s8Z}2#8s9`<*6rG*bd??c8dP1J9?UV1sISp)e}I;mRx`5u
z*h^^i2GJASnBVz*ysKCp|IX@miFL4??}Jj6<LMgpb(>S9glRA1>-w8SpJ(;C5nSY@
zFVwZ8A3fq;Ej2t)l8WNc!ZS7BU6I>IarNyMFFoSGP|>`6h2QK6tR0Rp-fb4&-T129
zYqGsWH(3=+h{{-{{5F;)LL1sU29C`rRmmt3v_w5QDaPY7Np<?2x(j~L?rIJPCTGE%
z{dSaJ$w!u5121Ua){4z0YXxd(zeH{JdTJ^tV8BUUPnGbFR@o~Y_ttMIXY$Cbp`Nby
zIx(_2@LC<#xaml13kCa75`wk>>bCX$g73HDM5vI^iF%AevQDI@0HoqrT;aabe&ftz
z2oBff5w_*W1hn~gPMX)M!p(xr9?fHFlE;O@y+Gq{M(3}uB<zj}72qE4VU}C<`H5ym
zRThv&8mS;_(SvWgd%j?9pcnV*&aOud(AyrX3Fb?hW!=|eZ2V!#Mm}XAHY;+sD82|T
zkEynZQZ?8)0UiEW^o!h;uuA`$mQk>mY}w>e;ealGy&h|QZ!-G=>^xqk0+5+E5n4O}
zaOMVF`j_*41MF+AiFSW5RCtH`qZ2+czb*Y65}G;mNrSyK8VmK@e`{>>!s4lcsKb-O
zKhFf@6B0K6!N!_wD1DCK;yy;`8@Zj-zxucK9A@*$B;H;iq_*gmK4r_iZGiKq)_<am
zwR~E^GXE2{l^WvD$rmcT(|?G1KLUJU<{tz$6&l&DO>B!IE>;v(B(qgZ{OVsg>)%p(
zXl~}UBI6orhFMEOQPx;3bAS{98Njmi|0`fZu{v1~B|_gLg<|p2r>t4^I1_y*X8~x~
z|Nn6V#x<Ls&l6iSmIaPQQLvGnfk1Ba&*!sM_@A}c2-EJqnKRFK9CGxa3dU9{%xn6$
zE?pxO`<Z=RZhULT0(`I$cI_jrpj74mO7W|YL|wh<pA+@63S(uqX7(sG-NP-!FaB2x
zHq+-^OJ6c5m^a{1`^o)&Qmkydg#e(2yC#1FOQIltvPjgWSNs|Jel44gKE<e@pJ)5~
zmGXaIo_C^xe-LVtv-3u7)V$<n*4XphZ3@kbwEum9OsBx;fXW}&=LfC@qx6l2Wmu8o
zcL463{x70!f0Br`8v~?yG4Z<c&Ly7fQlVdU{l8-Wgfl(#s{{vE-34Cd9+PCjIg;fI
zs^Cl7iq-xGmejelu75^JfTI0I73q}b{eoAq+ZFm@=R$2Rr1FOyw`?Z?n7n`WKMBxx
z3|-<JQ(&lyz3x!89ZWS|DS`vfQZ<#w_m9QCefpj16;YLsbe<NrvHw)w|DqlXID>K{
zh2<kf94`vT_L#neGcNobfsVyZLA}-kv+^6M|CwClzZIXEmxCI+Q;C+-Bw=bhU)CJM
z8E1Mwl-{UoecqcYY!ARhM?rapf<OiLr^aNE1aNB6(a}!@72`o?iPF-On$K$`K`w`g
z4imh8{=27l3^u_gjE;K)6?-8P1?Qmg7`R+2r_Vx#(cj^KwFb-sI|qlgwKc%ddnhs#
zox$M;9Bu&}TP}fpV<?3W1-Pobp`*)BPfyRxTva8Vns^NV4^cqW&LVdBqlI^%<qPIy
zNCmlfp>UM{WibE?ii+OfPz<RSsNLM%8La~24{*BPwBs2r92^}z0cHRA?b-4zU>lPE
z&Ry&uI2*h&2oU)%mZ6oF7hr-&D4Dw6UA2~p11pE|@iE{vIM<Zo5g4pOkBNct4iWQ@
zGcY3o9+f|_sLsW1_^szEKpJ7_`d9la8OFuI5gZm~y4~BwJ^0`A;lnfvqZ=CWHFVJ|
zM$a@e*!blADOW*S@tgjQ)8*ym_;{iOx!C07{hb|6Jw2?2h`k};l>yvY0I!jz_hTth
z8puz;X|XvrdV=>~VO1*herB71@{a}lfkg_q{Vql1-g|3pZ@yX$j2C$-u7Hwve0gbt
zKdrMloK~zO?cpJiy#^$~J-^HBBrt6Z4I|Rhh81hCB@$MH<x<mT+1*H|yOZ~9CVCG)
z^(FA?L_5p$(Z#5&OZ|f=$Gjc8#r?bq5jn<RA;BgHN!blu8Ir3AynE)$vgpyC=gb^Z
z&m!z-CcbqSVX*0LEW6fk)){ZsrC6<{U$5m>AydpYB2s2husW1%I-QO>URG8n{PuXH
zrDgfw8h_uwfFI+#m_K0W1a+zO4rVap1qI;QYUezs%AgfrP5ShXfxv`ScF^C`q-{1J
zW&cbLky-3@g8C<Uce>&a)Oi4lK4mawFQQ_JI5MS0Nv6=S`BS@C;z&_G*7YS_E$u1*
z>)!a<JB)AE3;auXgjM#!>V9hq$~MY$%d1+arD`OZe{LaQO?BoaE&lUoP7V?xB0!Q1
zctPZW9DyQYACNz~f4l(YnJ_4no`C_L<`p&YXACBf>j!eTB~E2CaU~g(KPdfeI0T5k
z^1QQwiJP7U^Un@x1PNX(JZGFEo7-Vtz@z2GdEHw>)#RlX>DuIwlIEUB*Yvi3Vkgik
zAnc%sqfVRVE?(h_=l!r*oZ(tL$EyW_{&&c5yi3@K?531+c@Weo=h4wY*SZ+qxfmnx
zLecBKpgOB+@P-zyNQhj~a3Ml&zH5H^Lz8_~CbwrY*Sq-Ve9^7zjSZeSj`DRsP5J3>
z2Z5g0<_Xan>j=4_C@%iklRmy_|H{|2*PHT*9P0--w`s)NU#E|BruQ<0_C2h_R@M@f
zMHc?Zir+o(EnycKybrAAYzR>cSzO4>RsWf#{Kh0irg&;noZSokF6nLa6m-8=qBc4C
zZ3m}eRzr*cVaBmLp1g>-$OjXbr4vnkP2)?h9pfXT#M=nN0}Q?sSHiysi?Q1BKjP2W
zRV&8z`<P6J9n=UNi_rVZ5;k{h)i{tEIdrN6n=W%*Q}%fOTm(3d+LM{|CS!T}R;(t(
zO+b^fk}AJ2R8}xZf(21^j(3o^u3?5yePm*yHT45qLBp`$Zx$vFw}h`{UN(uh8A^pm
zDxagv$rnn;i*L}>dC`5WMZ}4lWwc_Zccwf1H)=7I`D|AQT8~0T?goT&>pi!4d-$Wx
zI)!K;y_9YZ@}u%b7xZ1*Dj`H!V+`H96bXc4`Ty==d95l`8f!Ko5n-bYWQEFt?jSNm
zS;5A7=W0MPsr%nb(=+>w>G{tm<Ltwz3?o(78(IM>2k!r~6Zxq{|6r$mp0CcOBKuQ_
z_-B|g)+E&8U#^IPxS9Bl)I%9g-6yfGU*|NG7vXZ1nY{n-U%He_+2|$s2htt$^mY`q
z=o_u#n~dXOP4On7yZ<Oz!7eydr!mUfKKAPNCw!%<>#QPtuVQ<b{5%n0v;4P{QdDG`
z1+}idat%Ya$Uh&;xLwUaN)825*MDGb3x3G+sZJDR;#iC^7UJ~6F*0nfXPE3(3&Q_}
zKq|k6OYJyH=|lmkQ)oNyJW?c}EiHs(Y8*|=<G=gYXf{EAl3bG%A`!gRQ~ybb&53(&
zrbAYl0@4ii|I!Su-`_VL%v8>^L`JW8=^sXg#i+OeNvQO{rGHP|b_J7_nZ!V2LP7nf
z(CsKn@5P=OV&OlT1lY`fYgfk1FJ+fBE3G)W(l>4+8&ORcg8b-zmw-~(vtz4u?fbda
z>6X6n7#WXhx_G`7d_lqgzJQ|I?$PqYaidZzHyEI#nJssTqmcHeii+g_+bh-T?Je7@
zb8a3&&YGswcW#!FINeRv>I2k9{tb7coH*i?g_=#_(-32En)Kl`61_lin)yTZW~Jp<
zRuIvDzl<FM(J1&aqjneSa_E%vR-fe8`NC7;qz6Zl$rn=aWEK6*j{e>g>XP1BjQ9|@
z$*f1HiYu1isye}B!T(7@Mxbx>L;G*KIO~fuWQK31eqR=RepB!j*aGZY{F?-I{yILG
z)YmZf`gD2hKpB(zQ0X#ANH7`ke`dF!y-M|}a^P|7-q6-4CKWSdX1dH`<Ng16d^I3d
zjb+6fzAS^~uFnh31NB42>{Y4$qfBIihmhS-Qala3=^_35pEAeD+|891P2D&8bb;)*
zPAe%testU~W!t)|&i+#TWGVE1p(HDhHb^n&ZFxBhS{0P%iT<=NpSF;WDlKvsu7>?|
zE-&vPKh?(o$!=r+h|$&1Bv4VQW=a3;D@C5~_wVnk*+CH(k}=P4{M1}5Zla(Z^SF#I
zOQkNZ2y(kA33}YJ3r^`fMVi83H3_HoG~dQScELAtZu$%d@CRv1vwwm@$<LI<KGE!u
z?c{i6Dv*37g}m@bt3egbL4%_~Z`=3k()G(C?|A==)Bi$|kL#u2!;V#t%1U|ibQa{B
zNPu=<&@ZCJsIQcz9xBGYQ(|8GG`wO<&tbi=zNat6hgHssAN^=S@W~PyBRM@h#yJY3
zPWT6v{AhVDjm>QO9)UyBw_~^yo5}PCa{H%1^=DLEFElfP!UxndAq=8l`F8|fWrc~~
zn&!|8lo!8_WS{_WByjSTD=INTH1+J(($bQ`5@h=mI~0>}YC2VCsI08KC*J%9X2UgY
zFVP$xk~UTx__-;=DPyt$c}afYdVt3_#w%whjYM#pJHN&LebaZA42tmUWo?FcXodGL
zFRNP_*(1^lHWE47aLQlgL12YpgZYq0WBpejaM~`KgqM_ACF)9A1zPQt_T9P4x_ndq
zJg1+linqQdsmyFRRFYQvIQBCNF`wJ`OPF4g8kOAhv+qAn2u)IR1nqFCu&8{#Z7ylJ
zCf(d>4V2v<Ar#uwsR?P^X$>TE^})*O`>Xl++FsPh>R?~=ge20<T$NMflf834Ij|e%
zV`!AA9+FJFKZa&*yHvLcM5((vTrzqfYAN-VXt5PlZ246TGktK2|8;&Y7%Rn$y#!c=
zO(B&LUy6&W<IKhg=zYGVCFM32>+a+9)w;*I(dC<T=R3AwCab`dTdci0th{STG7lpK
zO}D1{Z>N6o-lA;XTQ7!Az%eveU^}wACh%XkN@!_yzI9{RIKWBp=>C$d=D30^PjG-9
zwUyg*I&O@Oi)hL3&F7idXtyS(Y3Qo#l5sDRxxVl<Hn#L^<8ANhK9#2Duj>(d&yqsc
zv70xFN;)ya$9+@980=%yFH9{uQ2NAUZi?j@;A|*`h{`=a>6}j1_o^QT4C}nzq&&zS
z*e}Xm>Nm5UcyyaS)D?1YIHVFXu=AHxyolP(mX%&>sw6%8&PDf=Plf^Qk_mpV#x1U}
zgxi7rrL`^RZpZ45Vn{<H;|ciR+xZ0Egpki1(@_20o{qqr!UVQ{nWa(Vkhq^iYZ^l9
z>48|&(2ZAoGHzNwJ!}%@+U0)cUJ-{G|ANea1U!A9n*?dl@X(M6zK)My6rEiDNcIOh
z6Hxd9P}Qs5BAwa~Dk^?*fS57x9fb;q$|$zOcBx5MM~4yjJ0L_)15&@s+2+{ThsdyD
zhpnMEoSgfMjn9Kw11c&wHxt;Y9>QVM13`Z=R<w<qvzmDgkt;6QJ1N5G{>dx3oB5G0
zhiY`jO<~?l3Ffa_O7(jxuH0gFVO~eCWcGnPd9KkEZ)w-%s*p@mdUl?_vA}ck79L2f
zCdg`|PcM501UFy26PFap=J4_lW!#IsR^hb$QN_4dwSA4`8ShK(m}oa{CH=91wJ&K)
zK<62!CQ&PzRMV4l(HZt?`MmMlULVL*u>!*s!K8o;i%j!|0bjoV)jJ*4W7j;C9L%R-
zS_Pvczjnfq+jz4tlfA?ABS+>4x8DNcA8*GuA#C$))mNScN2azHQ+ER+>2Yl9s{<$H
zSGN2Hv%_dIWdPdpMq=&5Vp7mN;81cSa<D#_B(JWWLVEK#nCdC5@eIb2Vz13^qVh^2
zP*HcjNcWvcwo`WX2+mJBT8c&|MJ4=JAIE3e^R!UReZ*&-hjaB~^+R5fnq|Kqd4oo4
zRy>DYPC**GxoP6K=x&PEd+tknTy@N<()C`_sPp;rF?YfBK%Si*!W(TPQ=^jh6_w)n
zR=Z*;0iRR^8o~APMvC+=36d$SMQ9dc?59vaIG9MO?BioQpx0Ga9tZB>UY&)&gRNMr
z@>f&SBcMkE=$@MN9@xff0k#z=slny~_aNY34_xDqnVkn0CnmBpGGGh3!pO*QaaZ^E
ze}kNV;NBe$<k{sVCEod$*&o$SX+o6MJugbr2^3GB^wDq>3)Vm6=~`Tv=%0kXCQxJ-
zI$1p7G{Y`AJneZs%>9!ea{&`IrlC)M(#c|zND%Y8SE<0+P0obm^UPxTQJ7-qr8ew^
zHC=e@mYt1JTvd#$OjV<J%`>j<%l>Yy4`PXMnA%wTR(x(SR<A0BOsu;P`cs?==6?Jf
zr?+(2w*7v!o5wr*`Rs$`Wo(YYT27j%cu-ZGQ%POmq-ofP^UBh$T%m7J=aT~3JPKZu
z6SXkwda+Ad6k4XWXxMrwO)E4^dI<6`U-(xZYwfPDNAcE+^C$8IAv){7k0O)8i`kU5
zBU4)SaP%_d7LRNQ%yOnu$=n&bW`|WSto$CjlZB7N4+CV}rb&>J3TXJ0$<KOi)VF6F
zWcb>&_JY#Bs9!Fbk`Nz4()_6IJ98bxh0oZ-NDOr#6RthEXH*zh&;!42+h)jhDe!?a
zs3;Ex?oOceJ%Y3(m7!>G0$LB0puA^cXCGTwAZ^*$+nb-6iI0kce>?!xC__WT@R2!C
zrQTE91}8JX$mizd#K6Gtdz4S&T0sSlurOj~!ah(anvIOCtgN9%%Nlsgk9%Pf@NjX{
zKX3FwkdcvR5V$(3Pft$Xx|~u?jWe%?_SF~re<^5QhajpJ+xIO+S0f@j>rVWR6gw<c
zA2{n-FCev#lVJ3$Wm=P7K4ifA`3rH9WJpb)ki#p=wdQfg->qx$2u(rIe)a=X#l5`5
zsOs0*`CZGU4bpnyL|p;#wO~S>rcfwD3m#V|ual18R3hmNe)`gfXXBnLC|E6<OjU(<
z)fJFKD<QX%wGYzD(U_PqdviaiV2HHQKR$=Y^m>nosTc9p;zVz-)~E}KS11trZ26Wz
zA$*w<)!K2Elq{9JlMa1>PtUnc%M%jaWpCW+pVc8#Cd-oAux_;BMt-qO5N6h+$!YSv
zJXQ9+`%7o>0Og1-&ZP=WY8<shvNNBf?pkN%=>B%A(uMRYIWIm;;-rlaH;b{)&mpU%
z=lZW*%w&Ua67n`(G&BmNQ-bZxhR;nM5#=wSVZL}rXS;f<({(+C?}_3NE69#_1#f)R
z{V4bF*1i=4Q`f1tT1wwTVG7XlXsM_WFkzPaVi-PSz(oU3MlYb61|=5_kU`4I?g5)G
zKnW41p8*wc>JpTAtukX&DsMLxMa8^dzko}{e3Qo=5M{ql;YEA^NMZ>}DDY3(+1nF?
zch1Yog4gk{N=o|sH|gILmN)w2S`1lZF)=YEBqT}<m6Rd?w}%{95`Ka0(Qw+q?CTqt
z7$4_|P^MdsY@o~gd?BkBp}o^38s+5DZQ03GRMszm{s-Lv!3$-B^`a=Cq%kHLErwr)
zsS^8_*R(56)CE8L4x{vSE7V(^ulz|1Z`Acl>7loOFs7P!k(=Lf&iRwi1Yz*D?FDpY
zb5QB)fqGcAu^;#CP6fg1s+6IhV_|A6-2Oz|w|iVSdtVwo#~K{OjDkKZ$BX+GeB5j5
z`N8mMf+M`ba!RP1!PEI_`SymL7jpNt_2-oeLVCWO(h^=(bwl3jdaLrh$5&d^0;Uv3
zRhJ?er&L&HaYWb+VtA7jUY(Z*wYou^o$nSJZgt*Ve7J~zz2`U$4{2o(MSQrhWcE0Q
zD$)_UYI~!0U<K%g>FpV1+MA#4V$XgXIkL#ZKQa!Au@)pL8B@}}RP_l=82exssj-ve
zEa_VUAt5V+CmAQ!7ZE~}sq4;iiumpE&GN0G&g%5H^=`xb^TCM6V()v!7T^{F=1t5$
z*lBZPgP4fOJKwjA(4Z11EdMGkmw*~Zr31`A;Ms0$Y?uxuD=91cdZv?Ji@|8g$qj&Y
zJ2*J_<g-CLaEdj9VFi|m6ky&N88Lj9Ee&aDLo>h%{tDPETj>BBRYm|`76H3a4EhS#
zFaV*A1cioHR#kPGr4lUNUlgc=W+cD+c%7AnA8zC5%}`!l^c%h24NGk{-Bf;E(U6ge
zi)JC!)JN?mY4j)Q;Walw!qTXH0Nl;4@y?wZtSvi~1tal}({8vw{&%8g0C&fLMO>l#
zeraPyLz#@?fn_zL=b4N6o`n9vkN!{ApYBK=F4FaEq|wbg8b3zMJ5-1%`?;JkR}Xbp
zCp!JMoZE#-k^d%9_%r`S42`Q3aUz=@PTtJLrJ%F8nC@U0rowRnlLyQix9UilI~o!?
zt%)p?I^EohK>?G}0ccrI_O4DPejKT%-si(`#L`DTqx+Ar8G5lzl4pJ1P{q&1(@WuL
z8bN95(Hn;G>cC8?fw<h}hJ7@w_8T#CS5W};4`I#&dLtA3;3OZq=!Yp~QqE6&!4$gZ
z_-GA`_4YpQ@{_nz#9t1P=^tT=iQ=8Zw4W%_h7jLlw$;3wYV0q3qKe*y2;I*!_{`3L
zLMwnCS4KRq4qr@p{5b=lgn<zOqeeI|XEgPR!okDyg?|FoQ;)787G`gZ<?Vy{>J|#1
zUCQ%mW%dzAP)1HE;RdZ!sy!cW@9*8E0tDdGeO-z3{FRkJAC)ZCni5nVIkV}BiJH1P
zQK1kFh|@=k3nfPlL>oLL1SuIQDPe4K{Dvjqox+x=?x(uU-%8w8groxZ5>Sc_V}AbJ
z08XnJunqomq<bRb4L*;GE?fTLL(@ef<L{XkKRD(Ix#ZVw4jEk?yeU6V3wS*xqoq$=
zz5m_TN_k_j>ui$ylXbCukA70lgT0%{_+-)%c4`w{BN~rpFP+z?fwB6!=ZnU%IwTY_
zjYxy>Xo)g~U997qJaIqvOzZUoELetZ=d8v(KYE?ngl*Pfrf{=33N(z~s9RfZO5{~)
zmu1zxT-<lnnE$-y?$DsF9Mr2&kMvM_(mQnwBkq#m;;<D@vZMR<%lg_~phsR-bG{GK
zxwM=fHJh}3Yma!wkCiusmKMyq`dKTSUfFqBn{ytecUu?<#Z=jerIdKL3{VE|1lif2
zqNJkw0&W-Ai)-CZWW^s!AkS%-+xutGNamV)_vmC~3A`b{XEz-wW~gUp^8^R$-?n!T
ztEd{yQt)B!^yR%Fv-c^o)wV3A%VMhRX_v|u+>l&IIIC7~XfO0iRoEiUMKaV`pY~nP
z#o4K#d^*A<%GDPUf%QHFSr&uZZ=kv^_7NQ$AIIyf09JG#XrqCBkk~LV%Ke7xEI5_*
z)#!C=x3Q^d_xuniED~U~e{){OmJB69boBX1!2jG1V+2{Bw1g~u0#VHQ>QMK~mkUrp
zZ<`Jb3PSNdCy)na=|InWV*_Jjsu1^;HblErqJss*iJg*pKzZS^p7U#F0URRFL<+F;
zSU8xqBNz<q?(T{Q6Ra%h9E<-owEeQQigGKJ^>J->mqx#KZtMX@7E+9Rk;ty;?~4BM
z3Xfp|iNzX6?Sy{Z&FseOYNXGuLBBTfsUWP{{q6xeczrN?Z4F(<rOdnf!o5<>zG{s^
zTXE7wb0f6JY~$+geCKUL?q!DfAU%uzx}0;6LR2j0E>`@0fzq=H$96<P>cd(6(W;3G
z;-B&#HpA!L#SOwM3uhTIT-&*SYEUq@zfG&nsX6-+efP**)&JI8U4t=nx|_N(LKWiR
z?i%hsZ+isF{1)^Dz(_>D(bYc;soNZwc}vtYb@cY4>Y!Dm@w>nwp8`|v49q}x;5MOw
zzf8s0<a`2W22;^N<iWR8OfF1{-|u_}CIpz}1G_PA5zs@}$;k<%(s^;uNl1X8(%{M2
z+4=9ms9`mhNgK#34WfW3`uY$i@moE7Ip&?bs;a7(7<{uC+|V;5KP{qbR7@f?-fsyd
zPe6!zdH5%|nMDppA9%<&n1kZ~00OTe?fpHKJGV$Jre$gB6T;GM#}Z9Sqf`OKmGkz|
zp45J@`u>Kmn_8N_&Et*2{Y40wu80?En1EYT*)D^?(h&s2_r&EX&XwqWCo-&br4ACL
zp>BgTv7<Fhx&M>n7&Q^r%*L<XWxEf``CCM-B#1~ztGQLodJQ!|EkWu8*m^*<+x3T>
zblFZ3a86rG!$ynXG_<wXs>g5yAHKaKTt<gMUlO@4x_f8vPUz=C9O75}=84l{2L0_~
zv3s53>y&SgydBu5(8}Zh2*2ybzLwwT*x~fp@ojTsf-iSNFS%>Ke1W9_?vt?2enx|f
zi!XI3O0X7CYAEvv_;`7N7}pzW;0Aa)-cbhROiWB}UMNpn?}U_*)3BcOT8>t`(%Rb9
zzl_;n`Kc$%o-<rrA54`5nXU#qW2eICJ%F}d=Mg8#3QanKX)vDLJP%y<L@VHBOFMLb
zC;qO}Q?3)cMjb=0c1YyyV4)XOK8dx@1%v!X#EzFV)monE`oy2?uazo;dXXQ}#CPXV
z4A-l}l<(hrLB^CJpP|^&3(jT8%`Aum*&t(z{?<dwt|)Niy_@w6f&;l@gM2P_79zhP
z$sMJ8*%<Zr&J)#}1ID*KrAVeQRe#U#z#al(U`S}_#`-#pFR<+e8+*yGl9FfpnF$FA
zSy_}SgW={Nhqti!RZwu(>*ATci0*}P9EjnQ7nC;>mLFtv;AznJ=6xUC%ZI4_IWYWm
zdO*}EIn@iWe%FDGA`WaUeC^M<ZCWTKeDyRnH6<jF9vPpL1{CWx0`P|4ejP=YVCc!^
z6+H$0r4jwt(UPw$<dx9&YlQ07&s;CsczTUcdefXc7tsxmg~<Pnm^i7W(}OboEM0f)
zc|Wx!9#RWl<dH`!!)n;+$`-1dn(1|vcN+gm;Cq_KOi`70D*IO|4S3<M{_X2T)hkL|
zx^1*;Y<}zY`soz73@A!C;D?R;04;Eb%_b|$%GFP)%Lt*@NsOKKowyn#lOpqDbMESa
z_e4J_wPY=(?5rc|8d2CQswEM<2!H>-Q8>zXW*|R+3p7WqR$@zfX&8M<q`S`A7}`LA
zjt<5yT~a>bih-KEUWoq4<<UmFk)gBBT8~$TEv90u`p<2<(fg?LcN=PTSUdX3hp|Fk
zLYT>md*=Rk>BQk*1KRglxi_9A2^x~FWC))!twS_5f}larhg4|gV?Ja*C$NSVnPv~C
z%g}~Ws_A=PPut%Qzf-}GV%TEk>ydxklA}Nr=u8VCH3@?LX8b3N3Z2itfo5QXSjR+=
zvOT;m5j`}j>C7`I<NtoW_su+)XAs?m7I7cR@3Z$bQKT)ntbaxZ5&exSC)8>lF>I9F
zZ6ig5*gzfbE<lC%f9^>SU5;g~qUVl)o}##?@4xGjV_0JyUdvf8BYuXY(YHpr`KGmp
zp{(eihgASl06#AKmdV~Z<f{BRt^`&wDwVz%g!6w<ETw17^6O_$nx+bF4`MC5k$Y9k
zi?0;%<-bWl(JS>Er%3AN3H}q#3X}R8j9c};apBmZJWS=za+jsgak@P9l%<L!RE!P(
z3%(kX3F%5%&-$C8Wmc*XMnOEOA~f;obWQdDBCPJqj`dmF<TxSwGYL+YU>O~idcdpV
zp0a<op;}99#7YKn&f-Yb1X8$Pgft8S<+&5KRqljVkAf3EvxYZAOL@$T^*aY^U6OC)
z6>QnLcVA9aR0}vv>em}*W=DoYGrifP#1u7slo$0xbKeX<srqc);oELXChBW@N=?^q
zX|Q-IVt3DNw1kM-6mSZT<G)8U%#IqwveVYZ9Bg|A(NyK6uSzZ`!W(Pg7GGm-{yW;w
zubHCLNXk~lm{osBf^|FhOIoYqKf1IMO$B(s+?@pUjy_^M4w9-^-AIpbV&SE{F@EJ>
zG&JHbnmud60V&}aooQwL&Es?PnH8V!xo@M_`@5$<4D@=aeYERka%*p-S6C@R90kYW
zbz;>c)Qxpl^iFzf6W_tMzo2lP@6j3vH7ncvYE#(K`D+oaPq3`7$(~*go6H>1>&=5y
z?y{ZRQqbh%Kxoh8<0IGN&hxd?t8Dy^*93=hA8ppVUvD1CD`5Po5!D-z(d+u4mbhbB
zNNZd8`*{2C#qTRUHd@NGd3yh0&hJs8MES<$a5e=DhG4FLAM0l~x*P@wH1Eh5QlbkA
zYz7b)AJUhtB%ee!WD%f+=$$hlJZ+1&Q4$V5r{*<{-(FY=j(?tM^x9dv88k?TLn5>E
z`sU%>xxNkav|yj#;P-CQ7}uP1+^FXn7p}SJr%!LDEa~;o`g+z%WvG*=?Uhg{{g*Hz
zalorsqu$_fSXbcvJt`;zUNf%Na5%R-RzW{j)|Gi{)n8||S(I^Ehob9seoHY`cP{yG
zanFJxfm(`?{bzAKPt)<WE*fs_)ITOREu_59(~^0UpXSqXvLqq`vDQpnLr4aN9EtQl
zeZstCQW@B&l3C@DU(S9e!9I%-$ugcd<Db_9-OX9WB!pF##G!O6d+E>~t1$iD3RD;b
zf;~?7u}<_~ZI-cU_LQo`O6nzQ|Ja#!hag0oVnYP96@w~;Y&|{)0`$@lOJhFxbX64B
ze5M4)-51G$O&}nY9GhfdT$X-Sqn;=}qTM>C$FwdEL|xjLL#oNIsH)`O_m%_l`L`}g
zU(aT#40%$Q1BgomhzkpNMe6=p!iH5kO1}#7PzF!ar!F~ibNjPiqQ#4xcG}TH_(1fO
z{&~$3pecV;29_)5+HLEClSGM5;7snE3;(Wz|7Q?pT1ww;3+`D*8bUD0aniwBY2C9Q
zc|B$St}gt~lOwt;E2EY;W5EdZ2m|Cd{FxMcX#XtnCpuCRBx#fHVaGLIq8aYva{8{@
zW_~1;Pg6iT>OLawGM%3+wB`R1K|}{uN3bz-v=Y-bsFmL5ur1)X1>v#!t~>m1rNRLK
z3wz}C?~e#_)hCK5MuF+XRA~oqAZY?_IYmXx)YP%z;Uf+*larGc78a|ktH7+#>*0d%
zJUb@`oPeZcWi8Fj_}#CM-F{eRAK`!<2K>Z88`S1+<g;q&{BS4@VtXvVP&1+<9hq4N
z-d1nbyI)uH^6>$(Ju-j8m%UhUP6GOm(!*{mP#*UH6!5>kl}JcM8l`ZqqN1WcK0b*_
zNg$CnY$y9VLW%S59#_gwMfq*mBFTG44FsSAB|+@8HuP=90czLL_O?cefry(MUj^_V
z0Zl$KPEb!SkCtrB%uqrBYt_`$beYDxv>2Ha7v2x-ctLs2yi`Wmvla#E=J+iBteO4;
ztG#OCf^NXmN9G59TucmLu40oF78Mm$RGe#6{{S6UfU7&W<TcBOhlf843#=scJ9xmR
ziG!Ov?ECj`U$wLnfiHdZ<T8D$82h7{<ZjB}l^X|=ud-e~M{hvVDfTLa>7M$;UF}ZI
z7L*^jxY^39s)l-dTP1xnXC@}_`wV3h85tQtX9ttPME_A{Zm}=>K-O>oLf^d9SkT|w
z+dDLbrJp^HYheMh<=^#F61TnoJvETX(kQD+%@IdRa4%ITNk<ggDZzbN)(WhGQqs~p
zpfl5mougw1OU+27!`Ax+0Z;ZxkZOVOVkkvO|2qZ(eOE*w7iyx!=?4^}@^J7tU<?B`
zl9jautgmEq<Fmyg5ZJ6h7|WZR8&G7yNBaaOO_30A8a)9O1UL)6emx;1WB%zAA`Gw;
z=e7ckW%Z5|ET?{tj*R3L6+M<p3XaA7-RD5)*?A~`3|mBbn^R%?vvQ#)ik$8QEiNX&
zJHWu0eEPJ)Jr9%sK+}T+-3IP2gaiaHc^zpfDcAOA%S(2Fj02=~fVGP9ec*3uLy@`q
zJv`)vae<V`xSbxFp%p&6@49kh&T2CjcjnEAzlACFe{YYoS=U$3e!Evuih`7FLC?7S
z*FjGtjpBTipuL+8viJP=H-heyGy?x`+>e@4U0=&o<I~MiKvdiO2dW|p-=Fs~P(0B5
z_Xsg^QYJ33tMpLC4+pWf`N_Y!xvq8=&wh&icj~`EmF@{zMY}}Y1N?C4t;%ASR-HQp
zLCD4bi$k=Gc)!7`C}D6tC^+DH*g;bC&z2no{h2|Wbj{@JCwG4nf<h@ZgC808ivHg$
z0|yf3$p-;@)<3&H1$}Hlj$|Yg973pv3nnV1a1TOcm_H?b+3$ZZLROTc4UzG|Pp$zB
z)UN+`Adt+|?LLPbTs!7tdU_yxK6qW6o2?aWTkldlg=JEBqw8%s$Ow-RHka)_nXrdL
zopTtA;ruX;gan?PCWV3<ozVjnOCKh6?<)^BUZC8rDrBv;Eb**dRKHsA4YY4(Xhinv
zR3E+D>8-e?3H+wQh$WAWS8)vCx}<oH8;}-+N);#Zh^x|Jd*3ymcK@I)>anADVoTzu
zl&R3fee@WSQ(V03GVeazcn<n|rHM49KpkO<;(yz)skuOMsh58&N?RZA&7SUR$g5~~
z{zPQe>CG^ItB3gUbv=@I1&t7~sCYU7xy@9zcym}h<_RjU;ba<~cy36%z^7{~vw<!A
zGyzSFv2<jvZ{nh?o(zy3b6ILeT^<>$9b>w5vc=g4`ex?_gx@|0+Yzgge=8RN%wWeN
z-VIm~YG;6huU`~w(MmO9Vo4w6rn(G;I{uE3T9eAgp&ENf4^zJ*xtAtK5lR)&g+bJD
z;xsIbg=>yq=pZ_bLnPiwnPJ`vx49^ak1Yt_c8tS?g~Q4sp?5N^41{twY98m%2Hvj?
zb&nr@j7AFs<V(0Y)u3W!>MK4Mn(ADMVHJdY)T6a;kXJD2i$^2jeCx;IfumfC81v-S
za%$$tXOZP9m8FW6t$ZgiRF7<)D`ojIYP(;j60z7hRGyM+q(T_2i^|YkW1&6mtNawK
zm#qwN+vEeWS~Wy<I|HNoeauYrm=bjFHO*}_8O$vS#njRBA@=T2s3?7v%;k?n%gG!I
zDTfED;+dOGkw009!QI%YLTV_XLrp%V#d;CGoIysr6|YaBw+jvBu)grf4%qjYx3J#(
zc+~PSv6Cs>`dHUocF*`&?RxAMU*lSQVArB(4#p(y=&~!;Kv2QwydubP4#z}km+atq
zH_|{A>Dv5}rab?zY6~72%b-HR^<b_NSVAp(6(H-+&(5M+J9l2ed*Ea}gm#0P{2MN=
zF|QBL><u8!xxj1}sJxcVOVG%U&jh|dJ;FUGz^_;@xVADZDma;qnAzHPOZsNG+5|T%
zxwyQQdr2~!Ce+>Cn&#h8mloGy8f0t#aQo$+<zWmtL*WQGIhCN@0&&7lvxful&IL-r
zHp#;qyVvV2-Q7>j-88#N>fi~)`L*x*&@ovczNJ7-SU;$bD&Ux9Hdy6e@J%QrWs@YA
z+rT_l;r?gaY4A-h%Zt2Y{L0dmQIp^52<L;O%?8t5jk&V)?_<=id6AypibP{oh`WFI
z&X%7mJB&|AS~;a95GUrIbv1=2z9ESoW_vl0WZBBgzQ7<Or)R=s>+pEpIUd-Lu8g%k
z#DSkyfuWBWVAt5xUt5Nr8<zYdOiG17i9_$BE8~%dvTjs;!t@6&I#<nywLB?t&Gx8Y
z&`8x-Y6p`+dcN@Ql}%PIo_o12;>UsICbDF7^bCyr6_!qDWG;u^-|*5CsWIdEZQ7#$
zoR}wQ-kqTbV_>L9BFVv+xVi>HUeYe6d9(~I#=IlpbEd`4YW(OLp6(x4Qpz_Q&e|X@
z=Yz-u_4<ZJBB*O-M*IC8=!hKP>(L2?fCf6}s%h?*sep3`&&K)YO|eex=}kP??||Cp
z+BoVc!Pu5jM_RfU)FCoTzaD6{tz$mtdM6>_Dahz9+42k2nw~DE^+7=v6r|qh@jWLd
z2Gs_SM|i{GQ~?e)HW$#Vn<lEm&~43e($y0$eRaBDyAGm5`B8;5F0I0*p2A$srEApj
zN;iiRa?BCPK+STcXQf{uaOHm3%UR9S$EvBord>V?rKVhW5L3pIIN&BLXwVw*R#HKr
zdjDKtSjR<mrAZ9kh3cC@<z)4ygS4Vj7p3$|PHRhp{i&80SyKC1QdS&YOe1mZe7ah&
z&+Wqz(63%pO@6^Axux;^5dp?Iq&sFX?br{tTkLqh$}A`N?4Z{Au*AR27%}~|M)zqZ
z+Ur*_->Is^jpBMD@&QJAb<ne5u#Q!9YU<MIcJx>`b#vJiwpT|vOGh@ZU)5Ce;E*Rp
z(jw@{qpzWH-lsZb_pW<?X0Ku>=^Y8XF%kB6PU-i0M<Xj)BSO|W9XWYCc9G><ec7h#
zk&jdBu+3~uK7yo)hb(4?%yP5BT;v$oI7U*;w{IFUv$Kuu>`Fj0j|$M(BxB|9unD9S
z?$)BBaOVh!h~IqM%$mJRK>AWs!(%4oaSOUN;g%?BX}PZV;B33xoW5R%Pkg*TQvmfo
z_i)hpu4MwKt@Rt6MZA>Vi`7(B4}fz4=<G8%h}lvG1l+(NWhGt!==lNzksH1MH{2#v
z4R%m>jBf#`>^EJ5%MTwuxSO|ascC4SV8*uqpAFC>5jGOEF68~XPb5(uQ4%yfJ37in
zK>?Qo%+=5Z!k0lRyT2cDCs#6fedN<R-&zk|eKHIS503|cDHuipmq(v(4Zv?rV(rx<
zHxp=L54!)ADtO8TUc&AjHhm?mAU}t;$O)%0760gNQ-u-8ONVv6F*Lu)$Y+>+V^D}0
zhLyb$kWE$iC-!-C<nv@WR)mqaC`2=7dvW`WQkrCzZ<Gc_grDy6gW?(uF5gKEK+i+w
za7$j~eiWb8oJ8bZ237btSjgEpc89Gr^fYXCyZp;;Pi>uSC_~>66HfTbEBRU_&Am@Y
zES$#FS$Qa^WesSGeDJq24nGoE%98~g7l+by-P*2v)T1{e@X~59er+bjRJ;FncevV2
zkkw*Jkm9TCp>rTVNPpg`3zv7j)<}Wi8G&dCOz}J?Ba-odubC?1m`OB#Jbg}sJe`(r
zKFjeGP0DT@bml5VwuEx*$BF$`T0$+i;+!f5I^G#Z#`3f_{E7KF(3*(C`Et3r`2To8
z!(Vb|OevN(Gb=AHB*MXMNJ&^GXjl`hNM1|J4$rl3Ko0?hvtL<R4trBffMLv&$Hd4O
z9UTpL(ZB-_>jkfhvNF8Qvzq9L2w3vDYTLB@e7X{p1)Pd+_RHx2t@X}?5g@`uJO0!k
z3;S0<44c~04ocE+KHmHQ(dV(YTX~7Qh;of;b#ihN5grcH;H^+zS?Mnd`E5cc4?J%G
zF{7xkaB^g126Wa0R+`ju@pgBY)-72jC9D{hMn>iK8!|-l@82`Cv7La2qWS5O4+Amk
z<nr?J?95k{6?xfMTRSN>b_&?u!At{a0ExUE8JU_80)bUp$r3S<lfxj#N<IcBg>RF`
zC%{$44zxi8Pf<F>Ku2F6njP8`LuOVMYzYzOU3kDl5)?+^x*>Ywwo9k)hmS;+{w1^~
zw8CVXm4xDe+{|ucnYg&~YghaF<=p{Oh*b63B&=4^>O_dfp{JvI29o*c%J#nT7SRK2
z<PT+919GQ%n<7D1)O3sP8p{!f83F||4qMLel*a8{g(9WpG~Z#DWYGK1v*k?WwJO53
zKN!#a&TJTiW|^kQ>6AyEzQW`}{W7oNc|LGB_&w~=b+xR`ayPFQBR~D5ay5$TiIhh&
zKyszyTNFN9)U5B8xSMrwm{iL!C){)EXz=Fdqif<3Jg+Hdy-1J9D@DMcZa7smt0!?|
ze4tZ7cqs~lBs3wQwPhgo^W$9snY{SIa)gv34mJ^Mki*j>ymC%ZgcSV2i-r3K3TgPa
zNEoX`tl`%C&Ji;;z-{vP3qD+Wdgg%ynzbEb``rm*frl8+#|S<r>L{tKR#neVW{}Oi
z%=|FAARoUf3KlFUuwV(csT2pLk;2;|340?Eaio)xUjKF87WaNRliSxPb1WsC3OsYS
zIXOA~#)z^?@oSJ(vK48Uv(k~UQBb@+?Y;xi0dO~3UV;V(v&{|L!q$T_I!rcT17trf
zU_2i3@TQM0EbxPNpk^>iu%C~$)YXw4;XcTx@IvmjL6=i-jFz~oWPxEB!7xF`=r$|D
zZNb81EfTghgIPIog2fK;B3;&ScIFX&S=Ffyjx?<($Da+{OVU{dK<7}}@K(stTqQc$
z6gczQ8xVdoN3d_BKK@H_JW2Bl2VlZ5t}r$0S(F2!qPMTe;6j4QaPAhZoT5na`ow|_
zuKUJF!fs@6?gwbQitZO_+`#I?VRUI&WR!WhaWsmtB_TIuO~=EFtT>iK0nBJ^Q!Xt!
znc*un@le7Gi(sUzqN<UilAa@!C6BV~`|WRQIH^j(Js)7&8B7^IJt@N9ep6qkKux3N
zg)|6$Wc)7cP`VQ1psFl64B3dNP%Mv0$Z);y$*;^Q5*2$ih*pm_(BAyGj>P|)_APvL
zx$5V5nZ$@1Hgg5D`^?X);U&%u9cZ&LVMjtY4kO7olmw6?7R(aNL_RCn-}F+<j)=uQ
zm&1sAWCxH}EeyQHRX<(C=^=M^{}2=6q=3EYdD$f)!AsiNT82-fxR7JNMM1+w!4;}8
zqFs5OiT=U;wJvlP-Cy*t3lW`@1s(FowbDjP%$8}MZ-tDFDdW+|6CbPA&mb2&vvU5C
z9C7z$?M$!|CMu%n3U|LIOsCLzW2Xjo4Ss%pm^`pTH0&eh!1kp(H-OG0K)(UVKVS#J
zj&3Q1_ovs8NruA6k)yuv+}*XXbA(|gr{`hYhE0VL^R@?nj#z!uyA+5p<>KP<&EE|e
zR#cderz7)V=;25p1*4c?RQZ^D^ZCmy^uwyRc8lI%G{A+SttIn(hKn?W2(t?ayohfw
z?!~>=HTby9lmTny$2HMhlkZ#DvOs{3-=al?kb|7I4N@c+Q<$9}FZjrj1zC=XdE?ri
zs8lBbKdl{s95V-v4{h;<@a^M+TZn{s^2`(NK~z(o%R0S*gpSDBF7Ghw8N}%rr+OIm
zJ?zWGFx94TC)cn)CgVzI1^yVXOdrTL7gsM+gRST<UoiaWEhj3*Wjt~}IxVz&!+o4k
zfQU)-#T2W>0(SaC=Pb!?rfUHErlh@WW!wkOI3hj9W(=#2V9Q65@vQqQ+w(=V@CAd7
zFXVeDoY^__C)mk3ET1CNJQa0S$QJ(YY&MG4zmPta5{nOTP6;u;;k9nf6MsGXv-R?o
zLm(4E`pOn0Y$MKmcx*gDzOXFii!Q+rf+$Lcmwi0@=9^5tbnyO{3TIH=qbK`{O2P1i
z<BS7D&&mz$*6UCRXLk*%vR^JEE-sGl);=Bqfq>aaP<FPQa_}V8*t1>8))G%3###!G
z3;l?_|3w{>wi6}^r%gos>5rN0h^(H>k20US`;i~Gh?`>~Ua54*F2iT+Ec$FRw?%(3
zhHsl8|A^5W7%wSKDr0Bn`{Z)DPi(gj3Ks@X-ZUd;ryH{5aymMstSiLw-Z|IT&M?#y
zo!*Rg-Y~@5$Rxt-_~nY~aNPeNZC@FcW!H6!bV}ZUbO}gENJ=+KOA1J*bc1wvE2V&l
z(n={M(y0h22na}*gml+gJn_Bn8RPqTj^i2XBX?ZazV_a0?YZWhtA(!(6N+@|gice9
zH(p*N3D*vyc77-+dV=a~jg~+%d8>kK3bP{an;~oCKGe2Nd0Vt4CxLPXjlqLN)#)U_
zX!^y*(_5NBKh*u(Ex7fs#mZonacB*a<Lz@J(>a2et>yMho;Y;cYs}2x<BPrt^r$;l
zeL>s7sTGLfdG1eepfY`LjL|-TuBD~b@-7G;XE>a1D*$*+N1NhEwXH}frQ0dT;Lh+R
zovZuek<`4P+SFZ58Sf8h#+L1G9lkbAn!Sjb5M7H6UsQX1$%d(9%xGpIY_u<Z@q0f|
zAL*opAS>=ES6rW>+pl6NBC%Yz)vxpEqY01Rah9vP{50i{=2=F#7@hM-?ImvG$VFWI
zcA(Ys$vas+X4AZBR}nZuaS%Q6pa-QOI{6K8ZK3v~Mjg*15;_tj^2OQ>ov+z<y8AQP
z-oD`R6yHdbi_jkYB4p9Qaz7^FVHv*?*^1ZZ()lMsEI8NVC~)2WDpqhD*`E@vl>L76
zk(lN~k9T*!`=l~Ge>&yYu2gut+3(=wIDc9AqZ?V=Yv~;f<IpCcOWgC2!;&-hEk2sF
zB$^Y+XVkYr>?P*UO(XV@0B0AC=8K6pmw)o4|AU>N-#LSPJSkIhMB(d2WwYnveoVrg
zVuy2YN~7;(o`vk%9^O_pY@TYK>kDU;vrKuARUzcfDwxl<(%)R1v2@F(#wepItxS#l
zHUo*G6$8SB)yLP@+RAE9%w)`j(4L%XX9l;GSxU{pfzw+WC@w54EL(~d2yzJ!*Ru)-
zBelrrp-Rq<T(!iWA>Y>YGkFh+IDBp4*HX{0B|}R{?dby|anETeS(RF&Jl)-q(q`Y9
z%CN?tpPdB-Al>vfe)%&3kJ335dmW7U!m22kk#g`R?PX<A_l)bDTcL*_#mq^|#Vnq;
zNJTpM7Ne|y)!fgqF_`Wc7q{|C(9ChCh{OrSIa=@{!aq|qPle_7hTVeF{k4hNJ9DSY
z084JUw0tysANvbQ+vHXgORGVfF4Dm!&Yx*_YgIL?@txH%XWO4UHYhCH0R}YLfka2e
zXJIsrl`)#c<HM*%*=k+K{iU3jB*UqsUvroQ>{7@B3h~Oa@A&Wp{2|;7LtV)`sOIb<
zn?=xuX&ka2C?id?_TK&!rzxKzL(z<r>{<AVYJZ7J^+pg2&0fwM`v*z*2EBg!@#NlQ
zf{mV^{I|Bx+wnIqR{h+X@fFWJ%a8Cszr-#eazYY`?ugLsP#2k3tCB?7j6`ojJbN=J
z<8MjXG5E3WV{yhRz0E3z{etWWW86N2d`?I~q>ZjYMgZQ41id8RSkF}h<iMcRppUeB
z@<@Ts873;enfO-UfBd-O3Fqz|E(XX|{aMyK9j)ff<qW`jJN+BcEUS28=9FWQ`K9&9
z+CY5ZY$3YY=+%C=_Tb*#2J5pG?5zH-fy#rMgZtvUzD0WESxdKVYE(1k6h~NatqEfy
zU;dP`n$Fzq-Su~8RA^?W%s<Y}i9Px>Bu3_YaM<{e!gyVngYV^i5FrW<*Tc~ZtrT4~
zPCQbrt7DU><1Y*vS`yu$qy#d7G*2wc;GN%2Vfa6G1szvH_Zs)J#MfDd+F7>Fj@`Ih
zyq8!$;yCRYqIuk{yT4w2$pRFHJ@k6`ojWN;;_iuLXUHI*u9PN=Y5orju{J$+Gt^#;
zlU!ZVCwr_<TP`jx)L%%S<2>W-dL3C1`2KGYb5}<55t_=2Fg)E<4=nSyQS?k?@&)GS
zaWT`3XZ8!1{;o-ttBd)3?mVmIGIUUeucAT>31DX3#ikTa+Q)3a*MXUWbDFFBTH@E_
z?$5_*B!A(?W=1w8)i0w%EAluWrgQ7Wl1sZ@+leV-|GRiHIr!8gr0bv!UBH66&6$8F
zXyNQ)8F8BU_XPnE&>S8U!FN>{{-<=)ho#~|@_Gz=t(?h@I3hbLIF$}f<L~-<R8a<X
zR)hTDnEY5vR+$WW4MRjiNS9BtE%_^k*uT+fmq44CP&&&u6-|hT&$)G?$t7KH|L0=X
z2Q4t9@}IRm(Xrrc)4TZ!zgPG_m7G@gahwNb;rpDu<6)H#I*?M_lAxY>RT*YrvkGUP
zz^2g0TFXrRfN35c)%5nIhQNP5w``Ef;2H`${UbMVl{P*4GHZ5|4C>?<K$?sGzRx={
zsk&Gc`j~5(DIYM~AIJtid-*NkKPdI7bgIr4Wd_!7id|cxi28~g{$?p1SvK6Msqu?m
z<Gm9@0L)U8lQRXKjNIMb2W|mO2Ysr*+}y~}P?Vh==gI2Y8l3*D268?DQHC_&^U)~T
z-_J(grV8=1MN2)st@IxGQrii854tdAaiB5b={o*9_j3bkYU-f6kPzfEG8rIUSN>_1
zKRVgBJ6l$*_#=_H`TO?`Lc(hq9-f{FiHVzE&yoYe{=T0fnN*JBeU&ixxFbHyb}c=!
zl*5xhWhEtS;tvdUbkH5QV&}a)fjmeSnFD507aui(?tA-#jS$2-)7`8r3cs8gN;p7X
zkB4KxOtV#6(sZ%HiO%0+T@cQkwY#Pn=8k*y*^26vDT42?!ehqzI{L=P@3OF9&~5<Z
z1zMuRp|_V0_@ZE5W_z;t`$!-BRL`shUD#^gzvnP+q7oP#8R=3`*VP3Gg^v#;B@AHH
z?mt_8Nq=th_g97J@-2_%W7<+~akAhN6FySxkA8KYq9yo#OYq6oOfYa*p(QJ&3RJJ)
zYoI@0>!n$sx_S~Y*X2*I4d%E(FN4vcq0oqulGS3(!tsd-NMg$i3a&T-O#kx@i=+HR
z-@ngmvfwhBIw-2*t3@=_y(zvCH$D0jEn*8i(gvNKofXy8E|=ea3=~7{i5~p|tokGT
zp9*qv!IkU(GwP>;h~iHB$2KWg%{j?QHMgf-+qg+af*0a0y_y*sA9XjQ-Q21)?*{S@
zoc~A4ji(0(w}6lj<a&@qU;k`T5rvM9ZbG<iHwbv(AV_C4G_EBzJ=tHypx#jo`>Q@X
zt@YZBlb`QfhViJRqEe(<HaBkg2YO*K2DG&Zwmh(w0t#7B<X{ByjWR|gVob=&9<G$X
zef!3G>XR>7jLli(R#L{ztCH!3iX7X>18E{w3u=EU6$c~!HY9IpSAAJthh0y3nm945
z*njFtm4TYcF&`ENWf=pg#pqQy#rfL?$wopJ-aBo_<eqI&eLAl+$hBZ#;{BU~@jOPW
z>}ELAO6ms>RDM2hZ7dmGMdB1qTcgT+FD=;<r{d=^qrbwGM^tzW+snU9I?s%{ERCkm
zCueqlkbP<}ryB(&_}KcJh+ga+za4A~w55ociq9d*W`%C96BINfVh!Jp_L$vJmIie$
zS32?<>1E^-Y1oDQP-%zE`}Fc=8PQ5gp2z{|D7w{m|M<NJDj%P>7F>fmTmwT&g^}-7
z(Q0c#){fn=Y>vBnhM(7T$l6hzc}>5H@<RB*3%eD=ovq_$=`FnHEJB9ve^xB3<?r>=
ze2S~DbbiGl_<JDB+>(4G+}|(K)I<6DDwViauCV;8$4t?DVZV7SFg+;XoTOL&$;_<B
zNUSQYW@cxxku5Bb@%6P{p{qjHJs@9rc&HR-Nd=cU=7gZTG3rX?OX~RJhgbQB`^3HZ
zd0olPD)NRh<H&cv@;BOzZ+;lDGk4Rlmu8cawyLf*iitKFPG-{N-2OB5$I*y#^8EbM
z`Q)cF(Z)=gV55NG;JkrcvGyk$2x4iX_q|yZA*&^gpTqKQy{Ae^wMDp#ykbyVW!(64
z=KCX~nRzKM*g@UYwXQh8Ii-_#vZ6{wPlH^Cs&%1d8L1p2w4%LrjNVGY2+31iU)h4<
z>vKHI2A=${!F>KD<okgd-Rw)gx>5b3!@YhhKYo}}+4;&GJWl3M$0;e@Vk3@-7<5%s
zl{Nyxk8fwc$mm@`n`VR3W5*9{spj$H6WTkQ=A%D0@k^8rO9!^BU1!{aMoBhLv}g;u
zOHl_7Q1b5MkmB8F6L%%?8N(D`>Wb1>pburaO_=Ir=ezx<^+Q3SU|?|FkCBtA(tNyA
z^m6j@PUyENsS>Ub&E4`q+SS#YA)=_K<dsk7yN{#XUK{AvU(pq`nIlv6KfU!E`m@jJ
zL;v;RHO^C%OsXTQ8UFTK%Us%_dH)ze9TIv8FZyUc(;jul0^==e(Wd|;SKH)qM0`SF
z;5p9{;{0PyI~};b`b>9y<sgQ_0*_yc|EAH+Hg&QGkqaG|vT`H;u+Yr>6dUj6Hk1UF
zFeEaVB8jH&a;jmfwOlcP{-G-QN*@$$!)TSVIkOW*lmunn-P{S|{x{?RTMSf1MO($U
zu!?%NSqUPlUY20zo*2Q;|7DZ;hRkbwYd<@Bwph1_CG${HE}X2Wj_ki!T_L(!OPbmw
z>S>F~EVwtN5SHQ}y#MR{BB5UFJ0(54?DyQh5JrRq@iJ}x7f-H^-6oMCF-G*^y)2~!
zZjz&C^upqzH2>G9KV8;NThuk|;#4AcMZTZZ$b#$hpZho5x-D#U^F{#LJ;xhuNeK0@
zg<lZKE3Tr`sTjgM)bsNW>;2Tlbk}=-aRR-<H(LK|a72*3?z^ya%%>7BKV`tZRn^E>
z+t#oCU&CuZc>5Mjr=^9D%Wd1Xq&ZzZ`Tdxp5UankfdgN*KbYh7aSBo?9JOIeG2Cg}
zUu1SvwWO;5=j%h}nCccgk1fbtZZqOyRZ%f@hi`QK`~6WdQX-u`3+YLga`kD15kk%I
zV+a`kvgsyiNLczgYs1v!pK7LXcl1^zQN{j;Kj>m$vTk<!A&=2-G%6)5bDmsWrcKOW
z;gD&R{B!U5p=O<RmZaPFzAitd!{w=ZPhM-U3<=Ud<QE?2Zid^pG^Q+fg*vcMX6mDq
z?lQZxT+Qdd`3tyFh($x@&y2!}{#d3Qb8n2I6R_a9{Y$N@<9F_serJi}b9331gC18y
zeD&GN#(#}`EoxWa^3xXs)$RhPW^H;c>{z`M(sTdvCxJmZlW<IxvRj|tZ)KoNj^oWl
z?_<FIPa@SBpw?N`l2QLcX?aKStoOD&`L1`mv@74ve~5@*uT3mFEB4KjUWPgl!n~*V
zu~X!@y7&`Mwvlp;;G@^em+wv<P@oh?Ew|VW96h+aRAKZ^cY1B+=0(A`vb}%7WeJsd
zl)(A3=2$o)R7K8e*#~-%1$Kr`?cVt`N2R(gEUI*2LUuE*zHu%ou91Pg6yGQrz4qkC
z{e1!6eb1f1>US)-)FgSAn|!|EPbeRHpA$mWz3Lmqqxx1oDH~r^0)+eChlj!0gSoUP
z^jxT$zkBd56b<Y*rd|XaRkECn^PX3}c=>KUXy8<0303;N_3=E@`Xp`8p*nFukZwn%
zJVlQxLww{BYV_891{ElPCo87@elGcZ<W4{fT|#+ivW5{M_tEybOxZS;&f&^w(ij<=
zBlehhtc)M&Vag5rS7AKQ6{u2bQ3FGD?QLwl0g~6%9c`X!$e*WH0hT@hBE#(!rKL?x
zG`!QmIsui1li1UTlC%;5>#wlHFBGy)xRDu`wjH!yH%P6Py0+hqFW^3vr@b>tJ91fl
z|4pl0;kSV~C%2V*w%C>7qY(pC%;s!1SwHQ*Tt8u-`o#O>*K@7hkw2=9m!^%r`!yc5
zUXC`Ov26yfKgn9biuLkzwCUT6{2<ZBF8%(`ZmH7#yU984z(OT8wWvemSkHzghmBZN
z{FTj~oj{^ZbTPr2ay!Lc(>mRbU;z_?)2-x%;-OA@B=^Ce@v>~3$31SB88`W(9Vp%x
zi=m9MC}&}dX%^h3;fV>HaiRj6K~w$Z+`%(Svd=lgMl0UC)t}~=FIOal)B5I&M6(^}
zP5YJ}BKI0do6Yt(*xH869IYvsfldJ!^#JsNob>z8pZC<n{ZHPPm92xM2@MVH&Fj}M
zSp)<;q5W7Abo#vjAD~UK_sJ(^PKPlb*YEGEuD<O&z57SY!?1a{vHhdt8@|D~hQ}X>
zWEB=O`@6kN-{1A^ObhL$U7h}5d^e%ovQF22Y<W7F%++yd74i51`p(?#llz-P{@3E-
zPtPQl&~kq&ZWOZK7oud9yc|Ns_vL(Oj<_d-wr$UaQ<2=#RiGS*{-m?OomP@|i*xdR
zyQF7j@hjQNOKk3VJliSG;ebsO9FLgBy37=d;B+({0%UK)LPjSh7RR@2$IgclX}A*P
z!Iehawe+GW=y7f?c&zNDLIJM~2U@aZvt&^y@R3xEzR@*T6xF?EqUSMR7b2{PvS>Z-
zEk6B{kUN(92-74iXFB3ckFBP$E}maBIsy0Tv$SD#P4w=ulevR|*K=J#4uKV17pY42
z;|pjoG4*Y@rbwG&J&(>#O-_y~cc-B}15}o;#GEZ|i=UriT&HTW$*EY@0eLtGd<QXc
zaG-^wNr%R{@ee@gpb>%z3zfLv5kh6A$h5qTOdUhz=v_OR>0v+>ORH<M-*MHaPt<}h
zj>rg@<{efdRb~*Ik)t{02U;Kj-m4ukI-V&&qhfsTrX^#;GEF`^=2E_t-M_c=D|iDD
zxi)I6j`LV=@#Qf2#)!+><B8t32)w&mYjslPx4No7aNsvuehTF^FUFL#>)G2BC2vwy
z<7xkeD}vZ~dDBa%g`#LIjrxfBYxgh3WA`vIPfNk!(ZTwGUw!(Ius^0gpsM>WFH;bZ
zYs~IIAg@6fBwreJ&gJAem`2q8`BlQv!}=BWCZ%m;EorJ(oNc0&jD#Myrf9KcMpr-6
zZa)fs=G1;Y?AkW@A4DJ}@-T&<^*j5=`Ugi?ni05*pWKVFy%qOkWa<D+6&DlJ)%+47
z%TV8dk(pV3gZJszA(3Izc#P;0Lhq%-cP}T5er@=<T^_%U^?LV$m;d{z-eu9oVs@@f
zrzZu1@jSn<I{NE^;oj-%<FISCN$b_(M^Fyl-u9hky*eqRcSXv$LT}9@jo%8y?roLP
z9=fq=Iifsw?y$45h2+f4m^e6WK<`X22KL8M(vzwX1oq)<toe@;ZD6qdtZ^{V(HViF
zvv0F-<5Yu(9Z&)Ny${s}bO#$5(2c$slsAzXRXTp)MXC_K^=jY7Gy9pW`QYc8d7pSf
zyH%Zg?Iq}3^9Q?cR3^m6%U>X~36yEPt$yYZv+E$@@zQi-=i~=&ff*x7r?Aujk(d}O
z+hX!{YK%5svA%X)8|03Pw!tcO11{np{(qJX*4-Vu8iMYW{rqEJcx&FexKdx~cK6Vn
zOaP|09J<b+(4hXE^MjAi(K1RrNWvr^ty`BoG0jKWe{UL59+~V~b?4@|D$BsoE6$<K
z-!y`{D4lv3=XLxih0+cZ78rx&^?nivm#6XMH@Pi(Y<w{U@e@s0U)@9bdH=o|Hg@a-
zHS+7TG@{<F^72!zcz5XNGJ41Am~Kz~^d<ftAHU(}&)7*?nxvSDfqQae8F4Li>@-ra
zKmEpUTXVd`Knl=tkl(2AxchNT`S!PImH|dw#pnG^Jsuy_pgCrPM?V+?gLvae1Nvo{
zv!*gKFtpiV<KdyD3z>J}o{?lWH#dL$C?YSCuPBkEbpJjH)LStJp>bGIdip4^2p~e(
zJ$`)R?0%^bz8M1^YDGmwgCcL=z6CpJ-Et#;@GKj<bDa-x%$ZE2J}8s0Ff)J8rolxP
zJ3BjT(cW4BMq#;ebHoK47AGeSk(m8%Ub6>c<LO){&Pt^Jb+H*xlnqH_s<~(+!|^(C
zBZfjLQ^z{~u+(=JG0Ix|+Q~uqg?_V{ZD_9CT69~1irt#-{nnC^&|W;LQVP+y@&2^o
ziC&G=4Fu)9U(rbND$9)xL^X1d$D!v(pBtq)(~amN<Y~*6znz*IeFA5?Lk5XWJy%m+
zQR>=mdh#O29&vnIldBq~aHv=DY*4+sb8jtP#5E+Vid<QaV#rVPQ5>VLja0CoV1MWH
zSANWs*T3K)m)n%mn}0OC+nYJ}nlXJ&*(Z7C9XsRFJq=YuySfLDN?c>jC&U9`(gcZ1
zk`fF&S-k61uKr!pbEWSy+lxDDX?#HrJ={h_woj8Q{jIDnmcD-b`7_*?m{+LoLdf^e
z_q4YkN8Wk#4@gwmRPx4c5%;r8yEirI`pyc;882HuAUupAy!fWc605pQg2?1c<hF8+
zRmpC&G3dBGo_th3Pk}8d#GRj?U;F*N<rh++nC1TL)8K-Z7D;1cW5v)aifQbG74TO8
z;_mvir3chZ2#`)E+biCgU_eI%Rq%dMQQ?F>D<3`}4yK@mObbtw&n|io01&_iu>saE
z(1&_KNd{O8#Ki7H%BIWKT9`M;Y_0ZRzI@3AcIn;VQizO5y<lhz>a4rM!u1Ue$V9VB
zY+PJd-O#sGo~EXT?jNz#xt!k(dhcw#cgOb)srA>puduUL5!6q!h}*_hNroSCIO0~?
ziX=~yH#PLjqnBCfYWjCSOU<r*=gB`(OUgV_u3cWMYcu{^VLwJar@bZ&bot-drQe+K
z{`~S)@mMR&e>87POINdn&i<&98~5?@v(@ijUiD@yHTuQ(o}o`Ly%U^rERWQ-Zzfq>
zDJ%E(U5<FyXwsFV8>Y)0Tu-w!Me^(&N*@0=JAV}|E(iT{dJ%%6IwLjH#QbYoBa!E2
zL4D;!lec!}mKmulQsOJGKcRg4q2;zf!JRI4<U{#Hgwf_)ZsxPp56y$$dhLeErM3dP
z)wH&@2PnCdP-51CLyL3`I&KcTyX)wcyI;piL}w!<Ayv9>i=>oagGBjhHa_6J?rTkW
z*tDxObAXRN`MUVLnEX%e{^32GLKhB_9HDejvLrR$vJs(@RZ;nBa@N#;8|XH`w2^M_
z>Oz+|S%IdxZ_?68sdn_dq~Z@z^jmq%&ZA@M{!G@ROy7F)<O!6WOlr2v(FdXX&oxId
z1P6Zj){kmvAvjhlCfMOcB1uHWJQW(q9{dQ{7W5p<OiZk|ZkfIxB0~b;O`rU}fdOUQ
z;&8EM>z4U1njE&qkR~s@-R~PJXn1<1)u~RnAJ!TJcR%&Er9D;ISd1)UL2Mvavxl?V
zsIwTTTkm;J7K6HXZdK<#zoVO-STa7xTQ`%fAEZe7=i-<6k&FW5tlj1OZ83t#=LwO}
zM>@iN5nUq23!hsz@-xNB{zBS|iT73m`ixxWi1n4F_G|3f`y{k1-tG(N{1?#S_=f>C
ze_FIzWZU7#EJtp2)WfmlMSQKvO-F1raZe@&|IpsYoIej3XH~~tZ(bYGGgW+9|D-Y1
zbUEN9gL&gzixkxidf|X!gLm{QukG8X!}d~n;Z!dIfjyn<nU@*=M5dqaI%{Ps4>C%%
z+x6SY>Xf`sN58Q5^_k)AF|k;`)nD8pZiK>>`}sVEwsjnyd*y*H^)JEO7aZkvi-*1N
z2yc_*@TGGXXyR<3QHGkYJRjOW{z1ADETb(gZ3bl}kZ_s=&j{gRVj|I)z2AALrA6ZU
zl9p7^VVvpa%{OIb_9iAlEPHDF{QSY;5j!`$zEx0KT3W`TQDqC%m?%ptIe@W{>U
zZ1^+>N^TWp<t>5r2Nl`e*Hs(Ed=G3ueUKT{4RyxQ$ji0z<{VI$qVWe<lRToesYU-V
zU2-<|v6NGb`vGU}W2HZT`dJR|KIRgP7~^+1v{#LP?EIiG=MmqdG4jTejWZ4I7>~3$
zhno){c{oW7H?P$h49z%58_EXG^RIOIUr-CTj+&2@>)(FMQAsywb_~aXF@AKid@2bV
zOm?g)9u311&T660s)e`i%shNm7#|V$Zqh6!1hwqs2&JEWZr@2W!fBF1Z1Lu9Jffpq
z{;e>LeQHC__oOAw+|>=MqSrS$Ywkaac~Zs0b+oheqjdO<$D2;WJ;c;a-?<6il8}O5
zu|hdIviQ}N9>Tr{b3d!o7Z&#wU*{2}d=XUGU`j@RpuDb{bJzD^a?xYWfBUR>sAG2r
zKeyTW){|2jfrJ}O-(S=E<59er?T%oX5JbQA`Q9auc|>vY)M9F+L=#5$Snb^gE+Y+#
z?;+E|q?oENWXLsz$)tC>UT%z8Yn`R!K-1OB3;z?9Xi3pC=ZG92(SFB&Y%^V03?Q;#
zdsW<4;w89cKr$POX!JdN2jUD#P)cX3OUc~Aqx$GFk4{EL)+ilsZ*L#BU*z-KnmLcQ
zB09Ga%0`?lEX$z5&&y6uZtd>IKniP^fM#Upr-w5F+dEWK*PHQIb4AKdyqg&|mfG<e
z-dBg;$FoZpEHf}tQ&G>4NTvADtr4GvV%{()@A>WcW2B4L>*`8Qk)nXy=`}4{ztjd?
zi3SwET-A+8d3IS(y1n+fQ{2@b%V|@SJ--T15!(lAOal#Co8U3>BJ$`w#sn>|IcFqs
zdKgc55anF`iDs?k$`4Z3R1D3bqS55M5E?Q0s3)G=f~pnCj0!loXYuAM&Q0IU!@J^$
zyEe_kv<JxrLPR|qG51gQC0D|}1$d+3mB*{ut<n6LDVL}ZxxPQmz-QZp+3j}`U5#aq
zy^O3lMP7%u#*avT!YD~P-2DCfcUM<e^)uio*VWba0spX~21FE4v6YblFDG?N+Pm&O
zFi!bCa%ap`jo(H_pefLPH*Fx5uq*0FT3TAjc2{p^YARF_UjPpl$)vQjlxJM`S!U*q
zI(62*ZB44n7v(Fv)tpH3tS@Y*@S9PGw#t_;o_?ea*614AGVmfdkUI3ML5sq$?-21N
zDu1gW(S%J(U;n0CGdNDHd~6;yKhSPzx>Wz;se$j_Rf+TYxQx4+Ds7{gn&<=n8A;D^
z|M5M!gy!;|y_Ldp20W8)T6<{zy@lP7?dhgEI)UNshe32I-O1g|Ivc$!JGQ*7mLW&3
zDYPWxYN5^-QFMfZ<CmY7rekVK-$V|yOf(NCL8}h8L1X=WABy%*bGkWR7q2gO-_tH2
ze6zaByO(V_mHn@uTux;j?dFDF{3*<9{>6UcNcw_XA;aOi&lznPeVaI03L|o@SyW6M
z>7NtHI)`>Lo~+pX3F)#^bo)3@gcX^Ji;Ii8jtsrB?@SRI5wx1S)|Fypc9jOWI!oLu
zfBKtwcc?IRaJtWw6%pwEvN>~?v50(*OfE-AA<6&xW|#z~OqBU;rbxzeFu)sw7IOF?
z)WOBwJ3LH`ifU1#=asy|FQZ}tp7#=4;Z%KHqLxVI4jWsR1hc5-y1TY&8{f!WYJX0|
zUul8>=?nE2+)l{tl<*-vth*6LFB!gEwiUz)a96clpg2V!M;1>YH-^k#3fPX2bAesu
z3^}XkU-<*jO}DBCLKdz7(SHF?six=NU6=QAL}TqH-P>lYpX2qK2LD?ggs(#J7jTV#
z-YfE3EunG<Gc*x<KtdYjmCf_R)kjGe=6}^sMzvlSpq)4_Pzi=wf2UnHFC;?WT#yj%
z{))TZT^t2q(p8bN()g<6ft0HVA5+iLZ$Y^$a)o3Gqx#5^l0wzaths=J|Le3!h(jOW
zJFGj*i8<2beBP=!2h(x?1@oQzF|fpEf97#H>EK}qYZbOdXTm_U|4Re<4+1=cV2RKC
z%wu}e@$KpbF7Sf?f*JRAv2(dkylS?Gx)O<)aSyPD=!FOI|AVl;D);I*`qr#QBjGT~
zYT9P<oSQlY<xCK!Mj6{*m0h{=t?m2*Wg0<`Nk#g$mk&SRg0ZUl2ZZz&ZSPJX$`m>{
z<Y7d`GXGvzoJ2JPFy>z%B*>t@O|aYdDb8Y<7sk=hOOg|JpI`622!PMNsu}|hD91H0
z_^my>E0OR9|BGDiqAjZ13(J(z|8@UjVr}x*iK#^Ny*s#hP2(sTk$aoO3E{z){x!za
znuLvWJ+mR^-I$5ws?2dN=5lm5eB^Zg9^k@Pg$g|trf2yIICzv@3gqTpm{)FO|H`4|
z@COF-WP0=EvGAxrE0DvhWU3OKg#H7P?qTL>XgIH^8?_-R-Fw6EAAnNM>u`o%=14w)
zgq$}l@+xCn-vIUZKiKOxM(-_xDMH3$4E$N<xa53Px}Osm|B)@PEYa*unB>ed_B7)y
zG2jNVF!}mKnqCd~xD%S^uhQ1WJxas<B1rv;3_hNHl-DcQZq|QeTW+8v<?ZI_tfboG
zB|miWa+3mMn$+kHihdPxvqaXxap1tx=FnM1iVE8+rHJc`<ox<3M~WAlae3{>pzA#J
z*-g$zi@2W6R4E&Mztg%lNOAgx1J`E2CY=+oIbx2~(0zTw6Uc7~dA`6TNaXH{&qanu
zl?+ZndMcoH^+CfaFnO1i5h;+`u8HBM(_ZCQNjy>UoppVMlo>-D!<#dvBSw%%;(C}l
z+1#*fdXge>B<><LUq)m-k2fn<G@p)HH1Gc9gHaJ&JBtAI!eIYY-S=M3lzbUZGftDA
zj(gtoi7T*h0rsCZ66sZ5LF}{9?K+<L=Q79U_UEDmtPptvTODJJUPrE}QH_TqKBxB9
z4sy$1n-mlr0At`(4fHsm^WT1+Uvs+O^}C;P5pHf&b!4GaCV&13t%6;taQH8YS}yuq
z9QI1G3kO?KO$vHP0^T3I#%7ji6phbDf`r4u9aL36w^WQIbk)-8PX(&E^EK7G>{IbI
zWKHk;B)wZYBp*50meDQ0SPp#I5JJq-AEwYDE8DfV#Hipnd99a4E$59>LfD>%&yy#-
zzSx)FAxChWtZQ9=c*cm2k8h<mYYbY@I?oM?YU}O9fDh-P!-4zTj3Yme&$s{Vvp+1h
z99*%tJAaoq6H9ad6n`4A@%HUj!}yfAgkbu~o2j42{wSXQfy2##EGVbTGNY0G2~CN+
zgyQ$DyS++_i?NKLgXkSz-j@&nN0#$U#Bq<EFf~&khajJC6+aOFP+GcXAi-<D^Xrc6
zD%q3Ei%%&jMDnLjUF-E{{>+oT&@VL@WvpCd9SFXxY-|?{sjY{J)z#1uh33FcxwyXm
zc=V@)q9U#a2nzJ|DdhKarngkiL&Invf;s_OZ?*-*-}+EnTUb!=*IU&fJ_E}N-ijr8
zzP3)w^!Kl>RYsM*95f>Mm5LTlP9pA3;|WlNrzbCU;`>te><zwihUKnp&66X)fbd6Q
z=Vsw-0a#f1U$L`wWluIsmQDA;V4|R);PT@t%i5(8(YfT%KrZgVqMcfw8GpaEpVJJ7
z+1>CA@oP*>=&R8F9k_c2^{#KSv$KJk{NaO#g~bBcQSuaoYy)Wlz(;OcaG;~5&4sbB
z`ie@n9s@^UAQgc%k%*8G*m&>48A>_xp4x@`p0`Q-Z^M}QcyM(O>w?!n8c}K7_nCp7
zu;er^h!`ZQwzjqaYyyxH)LB+m1}R)*c=)d-e@gSNz;(z&`0Yj@fk8qX0^bYhtzhIX
zAt5ny0ByGdb}XC)GjehqEiDl+GGt`wNl6uetpV(UQVC~%(;5k%`*dS04Gj%IvWDtD
zIOK3&i7zhBY-ifMzQIj`*c9>`tPNoHw>_=k@(y5nZEScY6}~t-X2}KzFK9>d*xuga
z^V1o1a3uFV+A<yJhtC6(kxAh7v#6n8K0p$|8?$wE{8N9`;1n8HT)f_8!R$K&;=T!4
zwnQM!!9AejnwsW8E*qfKH$e7B7ur#oM6Ue)E%mXgipUAlfKNetxkP^uVDH(2Y5M-M
zMd;ej&d%25cV(_X6XcdxFJ8QW=B&J4%<gbj!94)fpgY5i&_&GuWX}yBeVSr(y4m`(
z-&Sv#(Wi#juVulds7V=+EyG8Tcoq=J7j|vMn8s_MVgWL6y9iA7rT%Oj4zrU-cb%O9
zk7}I+)-frkJ_!ZI=Z-IfM^i%HTQg_JyR%!7PIxd&U;I%1sbsPV+FLkJ!O5tNL+LUa
z>5J;6-KKJANyB&k$!5)SmS;5+vL9D;CdN3QX({l@Crc&WlOn-Q4N{K0H-j045{3K<
zl>m)ImV{7?goIEI6_IJ7E=6!dR$VgLjUZYXS;Kd_w!cAm@rUZ4jTN!jS>J#c<Ig2d
z%{M+x?FZPA#6r8i-HqDmcgD>Z8>S*5<O<xTvS0N-Jl0lKRekd0?)VAx^{XWK0rvZ#
zCSC{}9vP8;Fu=~l+yf-jXNeUrskis`NQ7=iM`3jJb#-+?e;QD20caPawlIxxA3Snm
zU+3f}Ge_ZL{2qhu!b!4$+nr>&emnOZ9UbN5I)NgB8gPTp*U`nLGCKO6xjCcO2`mK)
z3X09cKsH?FVfaiNkte>s-x5Hf1in1jjj0`gHrUK>1{{izB)5DR%CE2g+1Y6cO0<ZG
z2xtb08RsO5x=m@qe+~=oC<Ppak`RD8fO_3PUmsplRX<79zP7okKn_qp_`zZR2AK#|
zsOeCO>45rum=CZ6$Vow02rN-HafaX<N-8S9D$Oyz`^XZ}(hhuM|EyqOW@a|VaR`o5
zB*Q&DJzHDc<wcltGLoOt6q$PPZc5xC{m#<`>kUQ%ryG;_OC^emIAZH~cNt^?_7u49
ze0=hnn#7MPi;7s6R*%~n$V_sQ#jBfV-fn<fjh#B`wt)#hT=v=d4Qh#tBgTuKf>!6^
zqrT^##2R<L3QhylPH{WAN9vgxn3?^FTLT&ubk_qxcyRYl8mxO*MnH9HEC9*N$;p$~
z15}T0?8d+@9C*}Do5p3Fkdk@VW3_fVAQtDnP21Smvjn;eF7A361oSMBISGB*JuyLf
z9hJ5wJNpqh<*@zITOl*!frEV0olp&)iW)|C_Ag^&W22*^Fm|1tataE|ux`|H#Sz}`
zA(9LT@bW?nN8*r5*xp=S+dj?<k#yciddCl_9AG%GC&9{q)`6l>d+9cP5^_W!ub=?r
zQ=H4t&0}bg4Cq2xcO2Q3H_yO8v+E-E=_kKqUfhjz<AB~bb9Wd~7lmEsP_eN+0+;$S
z9~5iBKw#nH>uPI1dT&G6$UgN{mO;w5)uoBAIs_A)D^?d5b^B7v$;k;?w0>Or`04;C
zT>bt1W|iLOC;Rq~YGBt450^7G&YcT2eQfUJg#QtGO=F6Ih6!YdplqBKx<tk6hISj!
z?Fh_%!Gg&<ywya9fD`&U>jPRP`|-nvXUxk4^JL6H+%cs(Z%@7$Um%NUfuxO);OMKc
z6fQLImi}rc0{%ZGA*Ll)UBiXlmi*55N2{&A!q$-mX2EdVaCSsf-9<!3L_j-4Oy3&6
z;~kh@ofun6Ep^aL1NwJ$_VwY85PrpYGtf~Ns{NRqy%gjxc6MvCv!-=)C@3hw(+oPI
zUPA>cV1)^0N3v7;fXfdLci8C}PMw}OrJJ}F?^Hy=s(n;pa?S9eo7<hRqBn2C=j*%5
z2wr}N?e#hq7LR}cFscNZz*W%=_G;wKTiK}Fxou5)TwGiNFOhuHASS>PjSEh^Ax%O|
zJioHCvayk!k^-H?A9j`!tnmS~E|W>83$9?$XWf$VTVn=~c~=aAy#}^^)AlQj0lHp)
zup0&3cl(zguednP?+Cx&tPtSa6mD+)NurOsB&lgT1V~r0BZ>Z1%+K+0&=q1CMqZ!J
zl$n~Ib}}`c{r$VQGJyU@qw_5CgWnL6z?~HW8?`9NkCATGy@b&MRwC4ez%x?&(Ifxm
zeriKEzlYwpyq~zb@}??Gwl%d0?!-jWi4zpW0Ivz`ri%7^^y-y^d@yP@1Vr+JRHlsJ
z$sXSFaRu{?nUI+g$LS_c)=8YodqJB>#*ZF6c-6zbP_aOLfLKb}z|P6cEQWE6&C8=-
z)n)3UE^A^`l2cix{!$*S-<3A9gN&f+ibIf1X65Ei10rG6tM1Gcd7au7gqYRUv2k&t
z&ND3#(l|Id3Gv%BotbuM<oF0Q3zT`dxh1viEMJKG>$kQNbaaPkuR@3hg``#`_+`P2
zBqJfgJma-t#phsuj*sgMk<|wvJMgz-7bjmr`SSU*x;V_okc)M&!kB9Gp{J*(QY(H}
zQW8QNn~-oFA3stNEH+&XkM0Nw>FMeMVAKS`w?%Zi(TDhEdzG!l2~}Y_afegrk0)9@
z$%+e`o3!NQD{E`9G0a<QObP{!AmDpzQ2RO1G!jUE1D4c$cKnd7fQ>eA7XhNT?#tjI
z)uF|ydPI7Y2y2t|LQEO)&GY3WVw;w5@<=#%ANF{|v~hCcN<aSYI@1(jOOr6SoZDmV
z(q0aJ-+7&}Wb=uvHxr1T5hAUh(_S7ajLA(hI4!ad_i<mYaq89QWvkq~M`&}4kLR6<
z5$40Znwo>d>A+?v7s5_ky|L)y-<u@M6alG?+|E9ffmmy_*c@zZgdn)X3?!k#E&T;V
zR$vxFzjxMLNPF}R4Axdw0Qan<r$>uq>gi8*@$>|T4^xrpxz1;4X>8(g#=*}hl>@+v
zOtM5VPKHhdW;wKEm-Pr`kdv3kHmuHp+S9OmQIa0VRGmvcq_`l>2t1m_Fgl2%-qbcW
z##b5{9uA8ISlej%HPU-R2v-mjL_F7nLixG5XT&ofdwU;kpobKjnV8T`BuDewm>KTQ
zw4%U*GR5tii?EfojAS$;HmPfIUjhc_W^NIhHU~Sqrk@kbloBj0P`iVHt?5I5Kfjp`
z(-H(#1l1DCH><0Jc9(-T3zl)AgIkmf#_4OwzgA)SvbO`A1uS3W=CVkKcd)Oo%+78f
zSeSs_fx-1-RWsJipdcjj-;4?gFpWm1rvss@5UXH9!Zrx|F|U%DMr4zUP1IgqD)DJW
z%(?uQ$Nsjqx2l#_R&0j7yzey8^B7+f2}^4H^a*Nt(6Ykqj+9lNhB!>d!7eD<8X7kT
zWGgXwD{xyusw(8Ovj8a=v@Cl0gGx{^m5U-<+`j?zqf=zc9BW}xo@%#~$-TI>p?4k3
zcHvVTan~BkKJwr61ATpfm=}NqwZ2}sJbA=Rl<m8=07d_s&)ppz>*F7Q=AmY6Ogm?8
zX7;M2<a3(U?zj+jGc5k}fF&@mTPMI+Rb}d8R8&%smj`F)Byu2M?18)i{3ng7ETUVS
z2B^^a>MJS+0n97*cXi##7V%2zdTe9kj1}=#k|bKT!h-b`8V+ejW~QaJHO`Ci1V~Zz
zfO%%q2HO#2nPWEs{iL|zWMRK=<K|W^`764^Tc$}Nt-O45IX4jO70v3dFNi~mZCOuW
z9+86vo8AYQ$a8aMb#y*V>qR7;?XT4|HHk~e5s2`{eF&sxm3lM7o}jkpeAGaaXvNsf
z9gjdDV(>#-r}{JRSjWZ1fsPwZNdo%hLT-y`ZqkxK7l3l~TBClj&dbyDIv!rD_sdt?
z9?{AO0|SF;BPB?|XQ!r&jOZ(4@B_(dY0LBTLk)^vrKhL23}~=0G4(wc#81$WlM8n+
z@4?YQws`=dGjAYdox=&-Y=XTSqzGt{cUGXYU_7t-H`oQx-Wh2yB-5ee;KX)y$uC4e
znhRy!g{tc(4sZ}9B`5dZU)45jf6k-uwUiw{WEaE-LXQ`|Ra8;=Ze`Gi$;qDB+uBBx
z3J41ypKdmjDI%h`u})t@oCGm$^T}%I*qENV`8;G<IA`((>aC!xqz{GY=jQCp&Cf5#
zwlO!?w*B<+aakw0-9S8qg0mDN^S+yg+?W+DEp21L%*@O_@09RYspJYGN%L)Jv<1`W
zYEJ`4U^3+R8iIM^k*xe^Cr8H!LGwVvCcpZYkD5i$T#2ZIC#cr+gD<QE#aF;%*H8y2
z*TUDv`PQ4@;A^7ikPSiAa-zmzXn1(R+gorgtls}r;CVyz1g!R}mA_5Ufzigc4<f(8
zI+$?MG;hnwVCO^)D1odh{pnNG-TB$sYh+<2CM1N~fq@d~-V1S%*7ZPpdMqp~`xR@B
zK4a-yt*tvx?y_Hd-G@&jY7z+F`0d9J1ZyaB7fTs`In1lo)ew}Q&4GdL?tCJb*<?LW
zcXxJ}i0<j>k;k&|@bIv)JyxbJh%S<4NNy>flL)++932%@L~mSsB^NuE)`)#zwd2Ag
zA<=wGvjAL@CdS9B%pY&hg;jpDAm|8;nPg80$8u`!fbe^a-txFMKK`rMw144Eb8z{f
z60`_%NQjR9$;Bux-c(tsvCV@iak&X_0910PD@@yAtA!FEhz2%(|Grm$hbO>v-yc%t
zB1?PL)YHSh0%foais>{%4aFTF931TLPneG}M_1N>N1u<|)Y`&cMcpt4;qCKW6+;St
zvHB9UUTCa>qz)b)wb&C9uG{qVQgr2tacX+VEA#WaKdp1~p6Tl7T<qpv!j!tTwWez!
zLrHeqaBFKT2;arkb#-HdpO<&ewU0D4+o0A_Dhg1NYa;GY9fOq%&E%`x9*{`%-4zuz
zeE87T-W~>uC0X(1K;3OFE;15F!=K&61O!OUY&{2f?d&qRz}UB6NH{@6yWl+*+~MW>
zLp5Mv-81^*U23b&J#un#XVKb4IC1~_^{eO<;tyz=w+|0t2}O!xi>|A~-Xd{%JfJ3V
zt_8~y(wEi{G<CV#3Wy5NEB6v9DJgFe&@+5=|D8fNVQ=v@iyyg|fyXfzyVVH-SL?Ic
zJ8-VDI`wi<dow#|(mTc{r>Bsxi-2kNGG@zau%)$Cs*e9XHI<r~KODK?fLC7l#Z;vW
zTv4c~sZEz4p8bp>r}BX0q{Y{jOzKQvp}KB15L9Q0Y{mu#AI&<kO>zCc!(I+E5&FP_
zQAcA!imA?4M>H`QZ3hGdzyS*o4Tasj($X(q*yrlKuaJ9aya7k#SeO&_ZY;6}t)`85
z;)r8Uc^l<iasSVYD?A}btQAz<ZEeW6GGJSwTkBP5VB1m+OiF&JuisE#pEm;V#|-j=
zmq*+grteBiLj&dSCgM`O+Xs>mpf842E{rq+nL{uKy1TnaN3XJAZx;YrVn7I*G=}!p
zf}R<@4`}UvLfqWy;1XTXGc_g7#&&<EVGh3;&Li-~9SPusxlMbM^7NDg&%g#Htk%bX
zsQ&O1K}X~rQBl7?lfnxT@UVovx9Fyizwcysm^@78Y(r~(4u0}q4m-6)xx;K2O<@1)
zg9?#}v4^|+U<jt@_;mpWQX-;PZ{Aqml2KFJgrI_bJ(P}_TREIAu4t(T`<Mou6N83B
zP>{@L4$iC4X@o9il3EcYC6KKu@55Ob>{QxZc&DJ?26k@j?Ci<o(7yoA;jUCC^if#o
zN`BZlIB+x(upc8JAgBO|@sYf#y*sgomsf3Vt($xFCW`I|Y%f24bXFb*v4L1*_sLx;
zWqZBaF=&Y}7H}G3Urix^{&n<u>zS;aoK&f4jFz@G#75yicfZ6iNJw0M+-!Od&d7~E
zy8)M{(+Ua-I4|T^!D%i+ad>!mFe$pzOlTD{%FakB0%9VaVo)DmrxCs4Z^5vF?Jody
zhFcHlmo#7l0ykiE2?1_yZl+KrZrn5uN^<g-z1+OKZTopLk?Lm1EZVZEE^smfDJ+P#
zK`ZhU@%AlaRARUvu0A-(baZq;>G2C!v%9NnRb?d<TFY9@`GRj$$Hc_IR+N}*>r_Sn
z*>O^XbSd;N4uH(7W||_M$EJvZiBJyO0;ucgc*0DCWAR^Cn*lHwfB-o;G{suu)6<FW
zxYxr*jfT7#*3BT;ilj5Kvf98#4tGDtYrMUY1deoE$%+ZI60pb|?d)*mh=lf=04{)K
zXgAvy&Px0GJLHo#{gA=b;VTk$$TEQJd&(YAKR{791Q&4FE?@$vW#4@Uh8eKAWMuTX
zWb9M_mcjY{>(^HovdR8_)k;0wdA1&XJ}0Nm7cZzDJ^ID-0qv$#oTgr_9(Yz8VpO$N
zR8&xlc!J(W62sd=J3b*{>Z6yFg#~J~X*TX8obz`!?#dv+5yNZ<8GMf*A55eYW^m40
zOW=ibUFtNXeS87}AWL$M>nmZ1a)CBhqzML-%_ySeRay(1z`%iR2|^VRx&Q+*JR#3i
z>ihheS3uxke_xI~3WE)m_6zAxmwWoA&%b#~kwdTHH}BqEPrZZ`o9SrsP=p~0E66X^
z$HH`WcGfxiDq>Be7-egD-$o^H9iEuL313eQ)*rY@GxAsxSM7z+wNva=0pN%gYn2=+
zPT`jUdI7gqQWAr9FGZ1n7A;K*ayV$`(1vs6%AD@-y3e1~OG+vjFwsz4qr!(gtx`y^
zgdsW%$_VkTK&FR3tt$GS1mH*0ND@>GjNM;%BI%fklo81Yc-%V)i_OVgwGSJ;dBO;T
zTL~d)a>=~WgPWnpkt5)cRaLbEoAc$#X!D#IXuI<A@{kKNg^8k3rQep8#x~N3lX8wj
zNI;z;-o!F9YeC0hU|^7C&~S9Tt+fJFT>zem>Z}HjKDo?CG&f6V?*;;T6c6VBIB}S)
zyTDTTqRL8#IoEEA&H?+6f<iaoM=dQuZyAZbY30J)J%E`APq60?{rE@Ejk&r;w7I^7
z6Em6J_4Ir*L4N*O>bz}U9-ipf*mibv1-=K2(lA0k+E2FU(54m1IdZ_b0EpJ!d63+^
zeEAYm_k`-YZVGTbwC`_$unRCSOii0kS}8w{F^xiy@`{U#E2VK<HCjNy!oeXvim&0;
z?)&m3l*kp!q*0wKA9$_u$(wgwLNXL9T9LW9$`=+EAkMZX(u)j@j*=Z^Pqb-O*3@_c
z+XogBtd-rv!$@1Ea#oCYG&kPE7F<|Z2=+hsqrY5>Lgk@1{cde;J~Tf57?74^2*#!p
zZCk&5joF^b%gVyIvlz)ky5dmAR+yJ3rJ{mYUIu7$bv1EH&pE`14DJfP`j;<Te*EwN
z?1$S5NMz7z6nXPFhR=D6-QB~(;a3Bqxe*0+MYOeC3HKF(2{A+$$|#r+E;q3thT0)#
z;A%QTzPATrd-2P&UC3?XimB_5L%bpn)~W}@Pba1?1Yq7soc~svoTiXcM$+p?P*Q&M
zKRtkn(A3nF&RgfSeIl;73g@e?9)e>%Bnt3G>=(ff$*|!r_nv9FhCn>)=}`nAy(SfA
z6sQ-;ysZblPiAK5_UeHGSy*Td0sTEz^NUD)TK$I)r6|EQJy~Hs{eugi1V9p~I-#(4
z+SuA=rl)(sO>%%J{02b9$eTH0T7EFM7ovlMgJE&P#h8C>b$wl1t7~jL-O_^OaO1u_
z6Hz515LL<#v+t3ttZc>4Xmh+`tt{ATVE2Kk|NOZxP(*m8U5%Rje83{jQ(6jqwF3e!
z;O+XA;O8`zN7x}G-xT(`v5_idcSud*)5VQH9~T?(iR5c?>9>_;@TzWUqe>}@j!Dl$
zE3IL7rv9UBiNF9LXl>SY5tLuDg!G+p8Pq7x{Mwfyn9mOEouTf$OaPp!c&;2p8_a$d
zsnOt^kb7|v08j<sV0{;v&6nq!fCop*GR#tsXP_r!`N)OPG1K&98DFT`$W4eyqCg__
zb6XosLG9BMA)ZXR5TZ&sUm5trmIN313vvoaIR?lNQ8r&<hS1fyfbGAv^>V3hIk3;#
z81(h@Do~ia<j8oW2s#uBo0_J6{St#=2kV4d*lb`CKnf*AkopWT*&5m<!D+wwrKK9X
z(c8B%=!j6I;s^me8T$4u8A4)4##NJFD69>((ZWUE0V%0f;VBPvh61EWs7r<bwKW;4
z7l0T21z5m8+S{*#(gDsZ>;Mj7ntgwuqq8(S3z9|(z`|gMB_!0)*T4Tnk)XrE3W`B+
zriT*+q{@Kv0HnI;+jCut0M(d@C>m%ypw0*NDZm_~#(}@a$Jx};Rp4!lQ2QZ}hxj!#
zq-kgfmZNe8)&!_hJ>N!0BL%P*5Lh7@PbE*_Ms)yFb^LV~MiaIn0L{kLqv)b~`v3$0
z4Jn*`pqVk3QDcv1KRsqh#*3$)>wwkLK0xPBLry+JO$L`iJNfI^hGmp216(>Z5O#BO
zyGxoz7j^H88t>H*K}I_@b^F<UTS7h<Xt*k9mX;3_{_$gA2wD=!Ukw-(egKJw34LWD
z1%)Yrk<n2cKG>h5dhbK11Eg@F*2>E2J((apkWAXZvv0qCJz^q4Lq!ExR!Brd>CJ;F
zDR}%_3jhy6@(EIR73c%B0Y;Wr1EmJ1?J*(=Jy{5zaM;{Rh@!&`VSxw;v%iiYwiD84
z0DA!1ZwzI?44FZqRD*_4-~j7nZ~wlwwwqI{5~@5ezmdYFvV)|SELs+dS_!b(z6CJc
z!-M~?`6U!8+K`_w!}d&?2@LBxMW{mPFdZQ|DuAtN-Ws~s*gD|A)sv33!A=g1Bd9?*
z0H`XQ&=lYN{i7QeUm>#Y7^tZYK-Z~+ZFpSHOpwzJ41l$oCFl`AMGvC@#(05yD}<YM
zFsYA{l9C9>$Rej9_(Rt9@+BQCpoWIK!Mrwbu{;vzdz#R(2<{Ak2i_Iyft>BX?j0Wj
z5_G;Q&C1f3lx%?j1!&m$>JN5`P-d8nydJAsczE%UX(cBUDw_HEHPTULEdBkgAsdE7
zjxG*@I8^t{Dvtm-AI?`KKy{gIL(|pOg*gOuK`=?0nuW{Xx>iGQyaTn9v5hNK$B^o3
zMRi;q1QZl}6yVA5)R>GUpCG!0F42TgoxfvSI$F57yIPt$T>Z_->@hZv5FIz&)n7zK
z>A0k&oxJG`;2*f@Kyog8n^%~JPKfRi9hbbVy}P9={Aq9MZYgVN?qp#J|KsH9pylIi
zNykISrDE#tYJ2rwp1<Dx_wVq=2bOM59<Jt=Zgj#|U-W>EOVh*5{pwABy`7HhuMgnT
zQ!{&PY3@$PrEKYF?QTQI!%rtJj{VP-dcPRL?^kE-pFu{#IKQ^_zubc`eDwcv4?_R%
zF8=Bp{{LJ&@6~AkFBi`vKnMT*zZrYLwEzEI|JAep_xk_WdGhZw6%yqBzn<#GLnXKQ
zF2bf=-5Eul8}mLA2{q>IE}ggR@=K^*QJKWB522+H(Ygpcqs?`);tsur*=5IBebdQD
zi6}_^aCG4J@74zlb*YG(Z4YLhpM_v)ZqSO^u6}*~{AajexpahfBBIpMYT%CkxBE7#
zW$FmQ7u@ek&r6<&eDwcu{p|Mc$3B)@q2c#R6K(SkD7FuubuS{mRD2fHxD@0cT(mkc
zeAM>D&21Yoe5Bi7vby|PW@h=|)8)x{uuxp<=F)miT2LD4<B7+l2I7ATi*slPBvg5k
zHyuXq*?-qpQhl0VFe(_3COP*YaZgQC<mVkmqQjObd*sm+)~>pq`z)-ADOJild0k2i
z91;R=$TBda2x4qhGK(L#Mi23>kliO{jMGRjdXdK+M(`{t0`qf5(c`YD593=UEq(8A
zcGNRH74E;UgI>zXRw)V1KgPdUF(8)~w>`R6=**JI|7J;f_xq=0F{oza`}{fJMR()9
zFPyd>DEELMKQk%4Xi^ieI*MuG*><q(hD}+u6df@q>i1N%A2-?W$mS9GM2`)j=k;m*
zF2-Fz*5Hx;AU&H_sr;Vci-py|Pv0TNoYQloJlt<_4xcIS*XvqfdGrgik9c5T8ccBs
z{`f-qb2pBgr5NXNtid#uHEYFIi#Bt>MPYpLMMe9J&sx0d(n#;r)Z|3K?DWEq@)ukm
za{UQe+umr-fA7&^O6gTke?V+YrSLg}u1(SV!HE2;@bN)C#Bf~-BI1ViQ#2;3LT75e
z_?vkjjC~S>OtlmTjWOOnj<F?Xk7A=ZX_4by*AXb<>9e7+>C1Z}U&6>a{Dxr!XvbQz
zw(s_kDqmZ+<5XduOWaqGRDW-&|Fq<e!;SOxG7i0JL9v<o=|>uB7>~#3{JQa;MH#A(
zIJ^M2sKqG$kZlczJuN08TY1-K^sKhSw6)x+6bm)1d9u4kY^v`y`*HPVxgHzf5%}tV
z6ToJZ{;Ir^cSGZ4v7Y&(V$q=xZ{F&e^-sSE2hRR5h}P>ht)oot<G!a}tBy_k<9m5o
zZ0Xmtr_Dks%s?+^Lt;GjRs1r-lv8Prqv811#KJwZ2H&C!@zL18N&i!ZMdRss87&)H
zzRIJTMB{bSqn{DY<vvaR4|V1+A}+G578=M?+yW}5U)^xaeOVDfpwNel>%hXaQu-^P
z`SJ6`C$*2LNhK?Ge;m{qcTN=ei#j|{xEMgw-L+~i%FHT%PD}ct-=K%C)kyGed^-n;
z<g{Gy{E6*ouef_qDN4me4VD@4yN<PPY)cLETLN{w-EF+ePOP1)^VpPHE^B1ww_8Ju
zj2EJ@xfNZd-!|n$B>I!eNL6z0YCI+Ma9L?lWtMv(5;L*&S?zI23~l@8=&)YC6blRX
zHj3Lx<<G-L!@h?n8%=)+;$UaQT3$Wb3V5qI_j2~GwTnsbRvv2l^M~<6*Dp*5thW8K
zvEu#@XMY)$<r;Mj!!!s2A|(x?G%DSlqDX@vUDDmDG}0yAARq!N-K~VAbc2M1G}7=c
z_TKmN+~fPk`{y0Qe{$7%9_Mk)HP@VToy3H@6@Pw+l7n$>SogiE_sJW%5vqZXG5jxF
zZwlG*gxEh%B20;(rX$j+pv0)x+i7jfGl$sfRU!NuQw<`xq`BQOe%7R<-#nnYr;X7;
zc-9x>idBK~OyJY_8)UoNF4p44Rx53zE1N!QeOE->OKtaqkP>`YJc@Ldew6YX5FsN3
zIJU)lhilq?{hY9&E3b8eSoOtm`kQ*fs7$f;9JvbJ!9kzXpty;D#Nx}h1_xRsCHQta
z)bqOBvFNm&sI-@o+g}1?p1O?Y+cyh)-BLXi3vaw%9r;z}wx_g^8L9Im*G6}hlEUAJ
zvj+Q-_I~>@UN3%%7oXev*|LJhvc)%541Q<(tP?RUR6F*2M9Jw-=4W9C>!sOiU-WNX
zpm4SF+|_u?QeI;sHuE*cZHX*&GsbPQq2Pr3S7H2;`)=yOy<0i?+9Lu^hWBC&LiDDJ
zM1G%iETR=$6%(+Gcs<F;rMy6#QdpxP=3t<kk{{Nqwzrw%ROqvd)#d(UBXU1q^Get3
zOP@a<Elw|e3t_JJIhN6-o0W*rCs(YeYnk$kHbmk53O+T*Jo3VVTT8PCMeTgX4Fzh(
zmo)V-ghAv}s>}d!G7rT8)h17-vnZC>+O-x{B*l{#%*aXG@s8ToRO-_!b#Wq}sH!(T
z<xam&(shfO(Ro`@2RwNrLw3(+qOt(`4}<+-3m@11n3vCO<7@`68n7!CSBa3yXNL2C
z$0=}&h&-PN{_cAE2j#@R@~MGP#!>={1<lHZXJ+k(=P$a>J~C(ZZ4{_Jdt&68grv94
zt&nj`^t)-fbj|SOqlZW4&7N(H4%4Xiq^r93<|xNgy`DVhVe2~<{~DdN*UFY?iDZVO
z654MU>~i^rNm@S6(#uaaOl70OPw!XqlH6Lb&HcehJ4Rt^J<HY@w-4ywC&$fx+x{YJ
z{eF$ceO9;hL>If+_h_Ep-a>6cqxQP2e1f%UmSQ{5@QaaGwU1!_-;38yGuGn{%?B(K
z!dDbj*FWvOlzc1Cd;5s@*3YRfg%7ts>r(2@SPOHJI1OAQb<L-*{r`g^cJ}{uE{oaN
z*g84hz_TYj{~!UjC;!4Rz!ws>Hclos@W1Sw|AGV=2U}-5YOenvkGzSoxxxR%g&f@M
zk9aw_sM&egAF;9j15hCL16~hr&HeA||1aiad-C6#s5%(fI8xt0OclU{fCByp_$eB^
zHn{->|DjQKj{o(g#m$`@6-^u@Y_08VZEik+_vXu5**d7$85jY8lr(WMH!@L{5&wU|
zr?MvIug#pOxt?(RFVy+e`sNe=e_^MFxiO$lo+s@82Z3_&@c}aX-yn1=9bJ?_hAik*
zMSe(<jazjqD=R0I%_5xj%l8glqb>a%%n4B|YN;4gvDTn_UvjBCUu?<YvlJGBo`eDE
zd&24b?AyMle4;ec7a7|9wUf!VuT2v#=aSRYO~R?=@M^orNR^6IVN8}>{#VI&s@jS^
zf#Pown&ulGT?;FphNTuWBzXVfZXJ@8CZ8PdN+nM6X#6QbqkP}QZJe=!QMW$kmLK&#
z>Lbzj!PPp27p<tD4|~2%i(O)-J#3TI3q`0}64-f|VjH^@lT^Uc`n8qU>V16qBQ>`p
zy>^8?ez`y2{>1B-90(1}mx`=7v$VE<w27{!4`ueFzLE#k|KiFD7$r{Wq@lscV>Mw1
z!+Gg+>z);wN!{n-0%=VNXp$y&poa{C6QDf)?hyatT6idV3duttU3fLK1tm97UV-Z1
ze$@xI3W~hPrI%n&vYo0}2i3_|1Q~t?j+78|O)Zx@*}NmZF~*&opRZY99{obPTv%NN
zFGuHGU|c43$TjZ;`&}X;Zl~Xa2JJx+Fqe3wP)S1Sk#@}>#2dg+**0JEu2&4u=?0z(
zS~f<8^B34yAfgk5_LA3m=*G(8ExV$QQqRNRG>N^wXX^#HA{V<*D4wRQxW`-#h+NM!
z`-(&bJd^qYlvH;I9dOKJP!Y44^blz0IF8Oj8nHZjLYpt>FPGLpLR72hZoQBKYJ*^?
z=kGTFfid9)*~LoiIb%?BU%ZeM3%<1njce&1XmSxY%Favy;})Z2QK&7dkyRM@4$%fP
z)BqDHbY)}+NOmaqPTc=Yab2W6F+g&4cLzC_lx~yS!64%NI5b^P-NCzSmbM0|?Q3i9
zc$PXWn0;+gI32i{2arv$G_|&?1t||yYk#4gm{f>1WCjG<b3t4snY8zcIB<1asgSM^
zp7Py6*$dib9spIVz1r#J@qDFZ9aN~m+}ub}oIm8{JsJ9S5QFZuMtULnT&x=RBpvl+
z2AX3|p!OT4TvWh{z0<W1#Iy6`H}T3IUNArp@1fWJ@~yvN#z34s-%{Q~kR@I;IOzbn
z0<hqBO(>t}zk#B4hmMx*Bi+NeDVVjJ3P06$IPccH6LiG3uqI=Q;eJ+HjQYiY)F`8D
z%Ad907%z*82QHc_Diivf?E|>NCkqe|-7qmhaU8U9wDbo}WhOLBx*;XjK7Ip6$D7@G
z@W$+IU-R`9nMu1s-lEBBu(SiZpe<DP&F9<o+A{B|SxMvQza1~M`a{njn+p|d1D{eK
zrF$d_>3I<kar`i--ENhAkD?n0+t@X#HvdUS;0#{&!mn~Dh`M17GBXns_pEzI8QU&y
z3%YKT_YTo7fVu0*Bf>X31g7}-_|2!QsexF;AIT&a^Oe|rf@D?L?YunyZh=Kw#HI>v
zKkpxCxc1_=e{iD9ZJG&ja=lG75`~5PjHmp8qU^dTZJ5(@cNJ<{5tQK>vKr6$W$2D~
zg=7wQx8Qy`^DzjnM(By#+|sFaSOF@kPmL{w0xg>)D+I(Y<2Ck17l`+-U~u}`$*-vF
zpDzuV!l*HFUaA%;=R+je#n+%`D)5~8UhK)Bz|_~Qk`f^hK#_7;w0y}B_D%`)A=$pS
z2ftN9L}?%Ef+^w=eI1|O7*Out@^9a|6B<sz@AM`(Fa{bRvga$rYS79DWuDV}B{Ux)
zm=3IvD;@C}ix<Pw^BfrWr45a2anza;^PeAJ>W%k)H~nw!`-pNFF&r*iFKfgnGI?w%
zODmumJ`sSzFm2m>8RU>N5a~Bs@`|{7LHBzE89g@EZtr?H35TMV&zBX0Lv-j@ylsId
zR$fPKnmz~s?AL=t_y7Kl3<(h}8jK}mR+l6hJohgZRnd24xRpo*11|#d!~_kSPL{B=
z|KLqln5%T%?P$UA;@{7C9O{sxQ0IQI3cT~}y+U56UXX2k4g;|kEin$F*6k@YlXDo0
zu*fpV{yFsip7?$)2_@wm>?^Pj<mlTa&h#GsnI=XjI0r368Flx<OT1fpK|$i?21EjF
z*<ziGGt6oq0}c?`WXnNa^7}ryybs2wk`laA=$>Wu404<KlGDW_)@F&&%clgi2U9H4
zcO-e#w|-GC(IUJwymExJ1%_+TrU=8s3er+?4}#m+SoAeklk5{W0sFDperD)hXaO|#
zLpC$L2l%+JkzBs_hR*T)O?8deg&xc!HHRi%X$C>~a%H%a{`V?aIUnQ&f<R&kl&$=(
z+u?uLWH2KsD=E3HUV=<bF&4aVcB}@brr#7q$iFTx8($FzNJRZIG&2i%FJ^8(V~-Jy
z=UnTycYgy5%dEImr+(>E%L@<`MCl}@rWz3|V(cDaEZocH8jOV_fS3QIybV#Dd5_8K
z{7-c{zw;7O`_K>`Hka$R_5+DtQKJL?{XHI_F{OLnQit3{okR3i^WhU;!_de8y>?bT
zio)AooV1(i2KFTq4@%8zChkKfi+fwZt>HHu&BC;gANAL`(8S`JWF=zCeABtBio((&
z1`{p5l0Wu>JyV-|apygYreCp8>EZ+`3R-E!??>)#Zsfdn2yzI+NW{w8bBkH_Lcu25
zO7@i<fp|7ZB8%#FPuC(TUr=$y#v?z6Ace(u5xPui6s4oGLA}EGW%)Dh+tby!#JVHI
zp24q!%OxIs&61V9NezaL2*#odYt(a@4I=zOlbI>i5f~wMz@nH2V%_&QrD2qptJfex
zDS9jd4xaqt>MB}92dx2$n)E$JbZpW91TU)nHsah#kl=>(v)`VYm}p7Jk_kmA6n4ng
zRg}5&z>G%{Qv2ZyyN@v6LH54>RuV`TMb`)nL+1tCV*Glg?;(Lz{}y8WohwqrLII}(
zno$VI|56X9*&V}n7~^Y$m%|K)^C^VJ1;|8_iy?@7!7{^*zeBW8kJqA!sDp@J2U92t
z@oL1$u{as~u|IIfAWznoN#2(8^A9u3N?$y;J5;KV5<bJg_JJ-uc_N(iVpMGjx$-A_
zevhP(gxSBn%?gw!7Yi6-XCUnT#hg88*X8!85T`=0CrBKml|%(R0Vrj}#>hD6GyH94
z?pA?rEsOr2q;6ku^-GYu%4&u@x}c$U=!&M{MaFx=#`bm(4h7oqI#EJV^qh1M%)Vnk
zpzG8l8a_Y^DCLFG6dUZGf31u=5XA+j&_6!q@6P4~`Fx~AxbmWx=mj*gqwnRDvKgY3
zkw&spDZPCo_N$zH9mDz-Hn&Mn{M|ZL;7g5>MFKZzsBAh3DQ!})Zk-@$Z=T#^FLkra
zt*L0kY8m3#)9Um5%CdI%^7jy}cD-GoF(1!Y`;r@<F8{|Guf?1QAENs}rYF0te>;Ys
zct=GB<u1}9sCyv<VJQ|T)Nh;6qfa)dpI8v%Sm1YPyTszV9xU8+fAJ;KFdLSyxxVNt
zZ%B)n(Ftw~nOKQ0Dq+Q=UuwV4)zv4e4AOct&}Kp|JyxpI8}aL1gpDm+f;+d)2cJAI
zA;VG#2ojeetd~F{NZmwnLe363JKn)fouGB$aa?`=`=OOzzrm8Kv??M_dgwl~)KZM>
zErU11Ip?<@cS~yc#d|dawJqE7om`(h;u?ZNLWrECYRgZy$_MPW@@VY6B+Oc$iuJdi
z(>`9tPN4wR`H9B^(S${YMLp?A@=(nCh$xg^%xSd4!2tnJ>{ZDh24DMmiW}58w5XSQ
z)x=67Y~OyBJ(I*Mhf5#%t<@k<*YCAz=Ev3q<V<A$Z_Cy6gC#+qm#+xuDXBcaBer#;
z3Bat8SV6j8C7gz_;l(!&5|*G5x#t-mkw_{ghkWVZzPB~WLHEMvjhNYOa>*{O040I6
z2Zcz9RJ<+##w1%nlKo1Fw&IOyEBK^o*r}-z>hNCEr4YN^@&79+$ACVuTpv{DpCV36
zi+y;j3GWswqKcR5GAJYNyckYGUZT+hZHFJi1AHDowC|H)DyV-#%hShk#`5gRO3AZa
z?3lzIIFxZv#Nyd^#Q+;3Q#r!qzV^VB>t$CXfI4rB@8qFA${R%99r`^^y$TYXnxzOz
zp_CPdU}#ZM3#E}(<@9!=SGYg$IIG#cf8HHOf4a+iJhh8DfvNCTzD8?F`9^_I@N`#6
zTie`za_46O?x(%E`yQ<rzfvFTAq@Co(Jl7@HXHKy?}bS*ICX#RmKe}5{fBdI?=sd9
z?9A2^U*RNr%ys_K(9m@&BoHq3YkCk)jfROrAx$@DxGE$!@!CR2vj&;hq!33It44>D
zLh$hnkKwl{s;EOiA%VFv=0hdYMR)w)W&LO{s9m$3sbQPJz7NR$O}sXr=%1G6+$9D=
zLDbCCpl@Q2%vd{e$L`#=`wpg&pz=2?ViaFCcbcy=cvzYTB5fX15sR}8$}v!?VoM@f
zU<L+l<W7`mRr)api%22wPp|A6nt7qv-TCrZ7#Go|A4V+8qpu)59?%gKVH-T{YyyQU
zUUxdhPJ={Mb|y}6B+Bp!UvKRzHmivzSNM042!myR9WdN^vm<?bBdp|i$*+(K+j+{8
zfcJ~R5|=ipy?AI02+Js1;AIF_;Oa(wp#uYUN_oIM1@rz0zjuclVUNDO%+cjNB@4@9
zbKlECKjB446S!}0NE<#CLCS?05t<uRPE1ep!Zxo%@6P^yClNUDqwlVfNix1LjgJWZ
zdDo76Ux}rQumZQ@Ar($rlO3-e+I@tWaPP&6H5Ic#YQ@=*;9dQt*>@l-+^;7zbLo&!
zT0jw%1AwG!!bvw<0w9dDr4m($PI&dr70!-mD{fosqVnz6m}`EVpgNH7d-&}A0%>3q
zt4Ggo(ssnBE(;|!->slV0-r*j&k8`*#gPSF`)p~~+r$>{e^n0AZqC$l5Fn+II?!N0
zTCedDuRGiv#}#Pf!tb`z3FOj_wtpHR@QcE$NrhMYkWGnFI0{eb7`mhTt?1g$_U3`*
z{@($5i9OhAM}O+9lv#~{d%urhMPd`0biXx!on0IZh~z$i#uk2NDYdi1P?=-_p)e0O
zH&LRQcJksw1H{SN*J4CI<3XNJUrOIo^PhV|xzLlXoG)j0`Mg0bqQs8qH+@@)enChF
zS7uaZJC~@v+TBI&MPpdC=&yr~P@Fq<+Ol3T$upZQaWGyGp`oB56$(V|190sLGXT_q
zaEK6z>M{fpcbI9D)nn%}_<(o&4jC_lEb?`i!?)pVOlsu8)rp>+&j`HsCt~C><YrxY
zV0T+OY#D$vU_bl8_F?{qR8I4|b=TUM`_sBm2{Leun?~nqE!}=fhlAsFb-H%K=Y8gs
zLF_5hdk}+&!-F-BYfW8Q#V?3RfRU0C#kZg@me9)nLWG=Hm1@cv92wfYVrg0FL$74y
zd{!3*5Ze&mLcsg}2kBnX%&dt!b0OqU^bv5FHzHXI1w=kPPZM~HtO^~#x5()CiC;W;
z&td#lgmVjPbkUbZw#7CE1cUYoZ6^0B5N+>}^9rloyBij2B*u%$JFVG&`)LS1#t!&|
z%tDXx?L8b9d#EDmRz&Ye-eQMDEdaW9ddS3|0S#W^3#n^c4Ye-bsu3|+>a^>LXZ$U_
z$2U#xV=o<ylP)>e-u5t2A)-AW_lg1ssdnLb^mR7Jmt%AdE-2?g0nnnkD|OEfm6F3W
zJU{>8&QZIR__u|#THos{;45CPBCnJC`d$No7pusULBkE)<ilLp-j00s5C!dmg5RD2
z6xSpK81FdU_l>pdG&3w2(}rLlgwExO!U@-j{Rjm+a>CM2tkKsqtavd*(k+3ciIy+l
z&`Q6e!IBGn!64VW7T9*4^}*~Zn4jG6p({@JLVo$h9dGx%fZi6Lp?%PKg#@HZ&}K27
zAaH4Y1A)9I%F&W5oL>(me`XKaZMo&U@eS=m6&I*U&Q3sR5N{3gwFySUg{CjW9n^a;
zpeXvbi(QR74-qRaZeVVZ_nw6B?t&O6#Z+dfLRMDm(0Guv_yelXZLLxdFoPs+zeThJ
zwerkY6D*cz^tg}jjnFob$+dNyUdy%!QQugz*g#BqL9hKlOKrFi3T5dz`13+4G0KHF
zp+ULRj5X+cOLpdy#PaGgkcqI;@Y=8D7DQb_V?0ORPVode>Q1qlquH%OQU)-@3DlUU
z$u=M$1m9jGV~V7uBq0gK%$ar5#d#r>HfLs6LHL56Zmv(P`2Jl~)1}YIOc?2J46_gz
zXh^9L*Aef?s-)e;B4T-yA|*%_Ax2tgD0v@7?1Z}sck+O?0yT&Ziu?-B2Zyh;`x2-_
zj<L0I^WAY!_r@~ueK%1V_~8J6V&^e|IFKXueUHr={S5bT)buELze)t-6!kXeAU{sl
zAQMGP6Y*^VEd(66@v3s&NO%~UOY7^Jq~G+Syi&!H&d`Sw=gGZf2JnF*Dqr>x);a5@
z|CY(`ET=W`)}Q&VLR>X%yPihtxP`hNQlbcT<_>9pSFC06S<1jL6UwmifEU}Mb}!Cu
z$uRB338N78z^1Zdt3#zksk~sl$5YM<GEe6OtD?{csj%#ez!#aoq^4D2MpIId*EC$I
z`nc#qxhSs_|3n;9xiK$&RjZv(BgXDzFmC0QyKaW=6qdpVO4`a=g4`y8s*&(vOu`Kr
zO}Un^kM1kG4a`<+?-uJB%qX7tn1Lz_Y9gr5yg@_Mlp;CTflBeXsB(0iCh_jU5z!r9
zDBg+nybw==JG^x8Y#!{ar&!7iBPvI&#SHsDshwgPfBGoB5tVhXr0LAb{FC2{J19z$
za(}U9P<r=5ZR-iHZ|!@NsLZ*BEK7O3=O(^x>m|Li^u;;+2E-bMI0qskBB*yez4I~j
zY<j1sUwNapeHDXASfn=+8*AbKP*G6J1@dft*)QPO_g+?P*BvCW9n2DgI{mbqrt@K9
z<z25p6J1LX`}xAI27nZ^ufKlSODGzoQ*4!^Wbk^7rRF!<kJfq>bJt3Jz9Wjn#l?+M
z-CMMs5q%@#^43mH4zmq4g6vtDPxMz>?^0LeU1IWZ3V|De&&mMded1UeBe7CJ4vsim
zDMX)(z3)(j?@JLXsvaRZ>V_01-npf?>KA@+h^i^7<o+uAb}f^i+qyZydeg--JUZb5
zgojU@ek<lJ@?5$L+A8NQKURyGnum}U>^7?4Yy<b3ZzqD3`K<~(6HsWFEqBF0*$X6!
zt(%A|$gY3)f|?W*5d&#__*X()Tt`quTMg%R!(lN61Q%GWVU`fB7?4tMzV++1wv3D!
zWI$*>EEeJOt#aU#T4^5XHh|ZD3gFcE(9oCa>eo5w@T|g{*IQ3lfv)y?A+o)_9jFnk
za(EdjubqDB=v`{oXw+22*r#!Ht>U0U1#ilN<D!Mq)eQ&GGSQ*e%VqlG-i4$GEp0A5
zPOXuFfv5`H`Yi}o`ky%e+zc@T`|N}k)Ym{yLe-B3cZZ(k#(Y@FdppN|P#r|YASRY1
zIl=!R%Lm1=@v`m80{ab=EL07|BpeK%o10VQy<r`-{L2D)?Uy7kBuSz>L1GOa&j~Ej
z0^LRr<@1AwboU~F%M-hEO>)BN+|*(VX>dY<g20>M?jc0oXw5(@L`IehC+V(%<Dr)b
zi0?p&XShC`?`1*>nr84Z0%?06v8h&Ud-e0J81TPAYGW!S26~KjA(b`4Og9YV5R}6u
z*fV+(OLVJkDALZ+sk{)zF91yga?x+Lo1A#(&8D<ySMDYB$Sf8Jq89eyc7gU#`iBp}
zoV6eBrP&6uNI0SQx!M<fL1+!SmlJ-e=F7jSpsad-vUHd3%tRG?$pCbpf<k(&-J_!k
zk8@D@5LE^>23g?&T*P{5J^3{s%1;JIFE7EKvWHD{Mq{5ey)>or0`9)Co2s#=t;!H^
z?eFcys@xvR{eGiqzB^}DNUPcbkaZW^q*A}t4@fczu54KlCDOxriXwI~9{r7cVdSJO
z2zKs(c0a3@0bn<Bu)=Y8tM-X?_3?dw-L0|z^$h?R8K>DBPP;7G9}amKKmKlvVzEnj
z>$$kN+|&klbFU+}|AO<4m{sd=F_;QON713h_WN8+Wjgg^;O+yU(8m6w&9a<){8ss$
zTZ8vDR)Wu^9|#_SJ`I+|>j@dE%*VvH_z($)3YBufNY?J1Yb6nM`*b-@!O6+##Ihs5
zlQOx6e+=l?!yy?en!C5)JA?T|^g&*KmYDwu?=9_y5mGoXC-4mQsYn+0PVWc9h=jM2
zVn4uRm7g<L>xiDP!p!CeF32_<UlJZCQqFd;A!A|bc^?t_HY4jjOpQkdt<YYkpMVDg
zIxnM}3$NiEagc)<EH+q;kn{*H$wli^hgJ;HySwzOCv}q`It3}DB9b=Wt{P+BxH<sv
z1HxM;%<Wm|)b~98Zk?_dWa`#Ag+6BS+8ANnt~3zj<4b-V3M0(b0U3AfYH%`1>3;-b
za<}<+Ic*vUC853WD@ufvgd{&dzx9vL-^tfND1j79#$El>%hrxjjK_LSKZp~hAJ4(i
zZy)#eAnZYUFq4QHn&%@C+>E^hmRG>%!tLeDiFx1ah`TvriVi3z(?Sgm4TIDeyY(~|
z5yjvuqvWw6m#c(72a5}6yWk{WN{uq#<$EAYj)(V_6XsJavx)%4KJo}mvaCU9%a5;G
zUQAcpM!6X;+NNZ=Ls<w$9L%G7!e~sdG%6vpL-$i^QFuIVMDHjyw9*UUnp$%|g<&uA
zG9IjZ6n)SCutD%llzNeJVDk#Okhj||oqUSjYpoJ3E|iPQODIK^YaL8@Ew6fBT<Ib^
z{W&ehKLgVS!n@XvB8-_Ws4JM%Kb?U8yuxOdw4XRO7Z&A{5QN8QD9?cjJ$+RSJDi!m
zK0=W{`^_N$FdpDNbRGupJ(<fAL%t%#SXajgK*R*nio>czxA6@2%-o!u=qqq-%5W+5
z8-0&#&9)3J6J6QSY-u`q^%1tMj|BxVSiTv~-J1z}q`s-hpR#W&ih&FggZhI^6y+UN
zFJ|8Xy7*fkTlC%|RtCAL2G0{M_F4=j{j-p$-p-dS>?DCY@xTui3n;lZ`jgIY-*OI`
z>=xTvT3SE=oJAigi*jN~msH3fjn`;<I0Ma=TGKw#zZ<zBb|GOztfV477vRF!!{<kw
z1Z`%u^>onT1#5Db0GJhF-PG3C8!=mbC@7G~r$(G%^CgolWe4=p10ubNi4%Be?TTQH
zUJyp_wuQ(Lg2(aAmLeT2p^ojrzVDAt1hI{y!owx=pFe*NYx|U}X9Vo+9q_!wboTde
z!=nk3Oi_wG6{gVYY98N+6L6?S$2RZ#YY_DX#xn@|vPzkn(xo^-E;NW~Yn?ZVc!Zy#
zAfb)vt9aZ-5yx^L!Z0K6=r#TdQJg4>TGCi7`2X(GNys~^xzBX{-iIx1>9*6n|A@;v
z!h3g@@BKy0yI3Z|TgW#@qR!hWJ`i1kH(dD1ljvqK(aS*6VM}VaV4X`HT$VL#)ZzMD
z4kU?l9@LHH5|@N%8;?V~j&MR6b~+VhJaPj#t(Du)1@aQrWnD(*JEL8%MCXVDWr<GC
z-ovt&dSyLT@wBnzrB9igzQyAx#WI#M&(hAigDPabk`zgh38U=I2MDSTWmkbz^9F$Y
zfBomSxf}R<1%5UVDYs6hE&hF<xkndLZeW&ng}u$eLF?Jg>D3|750)56_c&<Utdd-K
zTucG?9@ag~yul+Na7w%R3L&oVA>@?z5P0(LmHlBwoS9FxweDc#H=m%tdFQ41*B}wj
z=U;u|x;+Cf*sBBUf%Si0$S!4Gv*Wc`-}~c7$8lE-Eg`0q`BvaSV;Ya`98{Sv`zz4@
z`H^#X6689Y<6>he6NO=+YcuWcz<C+>&(<i`AYqqy2HhAqK1BLxit=K9z()V%(IXsz
zm0a>X@_)X;tX~u#IA!9uu(6yK(t9nTZX`QrYGp$=FDcND`9u(pZ2Kr*E+JpBXIZXR
zoDnr|h%CS6Dqb;*rB?ZUetdVpy?o5>fGBaAc2m@=US$K7_bkt7?kN`4Ah!C|$rCoM
z$i2M7&Y;f}Ruu20P}`duO&g*8h%Wwh(K7po=xknbxxlnrB7qIhSsxFSDw>eV3<W5M
zd4A`?%u-xX>~?#bfJqWwcp_spuyyxlG49}BEct>-pO>d~lQH2V4_%@?<BwUMzo^F@
z?K@*h{&Ibq#PJK2=|xFjWGB@uim(_5MBeL7{uG(-JiOX?iZv?$cUFlmCLVdG{8^KN
zP!>U26I0@cu5r>tL?A95?CqZ_D9C(;Y7*QQU=^gRv+b};P*yg=0b?5YnqflY5=?R&
z38nx6^p|>YNx*gymoSs$ul(sG;`_kb&MmGv5A&ZzNoq1V-#oPKZZ##)^v-!sgl08z
ztLx(Yo&Get{XEs#XuslfqtADv*n&R|R$C<eljmLW)CZd1O(|aq?=0r6ClbHlnHO+A
zm#2FF>qll&7lD;c?Sj*i%Wz!9NG{vcj3K;pg=Ey^6bg<|Vbgx)rGOp=LS=UwAs>S(
z`kCbgX_f2AS2`@mQ=e`-=+GUI_WdPc{?(4^>-#O{&%Ga!Ddi(FEc9hg<c~YjQ;7u~
zUkp|lq0^PjUyYA6mnuxU*w1BrW_@jR*+5Z!`XcGBV0)YI*zD}D$^J#mGK0N2jwM5*
z4s}+-QJEV=lGt5LzHc*1o{Qs4Gz^YGP*_7>8Uu#m?!wXNv%7%EzOQ4qvb$=8)9?Uj
z4FESjFr*veUG{tYL71Jmkc2$`g6CJJYo*BE=t!fU{NyXkx$KYSII2lYD(+`jsGjX#
z<3AQ(1#A4>G#G8XT+*dTbX~WT)8P5!kZ^$3CljG}dCEEej$`)YWOdn}93%d$vwVxu
zGPRPRsAs_ztmE7cQM&<qug#N<s<aC^t>=kVyi$G$k?TA2`;6@+F}`&zKrhu|uaC4$
z&#<h>tv*)E|Hj-oeZR|rdC}dqo+E*1ptxN6I?A4v#j`^1ox%Xl741gXYs;dsO65N!
z13yGe9V;gUSyzWr^S@z{qU!1~8ea=M%DarL;+l1`s2jCvEPXfICQVTw;KhHmF#Z$g
z2X}g{nfs_mDVIh4`tO=CQj=GV22JlRBGp&POOi&@DTNxCBWYvYU?XsAR&0LNIuh`9
zgr=`6woK5WakeK*II_S$my%;{fK^mv*AoRm6r|?D?$iwR6FluSxC>*N{UMUwOu>$8
z{ZN|RMAiUk-FO9QM6f||yY1>XWk`fFpeJiHY>!?Z<g<q@Ip(9Fz#{D5jqV<Bg^J
z)=X{r$KYmKCts|+oA>=fHT>Pj&Ng+i`ReFEp_*)c{-d6&#^#Ipq;#Io=_3>Mx;(+F
zJY?Lp+4B#+hKfnz`^!{fhri|=o<Be~a=6|_`5hf(+BBa;ab?t`x0HtOx|SKvC2-nu
zsJhf}a5;87JZD~GCFSlignw85ee&D=msFu=7O_!RW8B{A)lS>z^?#!E{sbLXkzH)|
zylocY9yNH@!${=QN|gBeeL_+`cWQ3uBU?fyT4Gb>h51`o_)a{(N!>}gj?GHzOFHwg
zxp0!M|0b^|e>gZ!FE6|<De%Epprws6JsFu9GmNs9uR3AQS6c}u(K4sm7H{t{v7P(;
z&jv3k*7J5=v*nry{r+HfDfg!63dwm2>mF8ZdWf6bl~>6gTQHDYED%HtFb<r8sa%#s
zZIB~w^st1S7ba4B5ku$tJHV*C6JRM=HNWNo^AEvYpO)j1H*8k%&+-e&vxqiAsC1MB
zy@Z_S6Y3RsA}MM<`tnSRHCmzn)fTQ8=+B&<|2V&^-hL+Ys<N2#THI)w4cm2ey{c}K
zLZ{Kr`%+fu(o+7AYIHD_uhL$A=L1uM*L8wSru@aT`HL=%1Kh~WokSZCCey3#^8<ys
zbgDGL^I_^l-GqkQ@)};H{G0bxin7QRGo;S%_b5!|Hs?xZu9T#mUDR3F4UGDGOyO?S
zR?OSlA2_KJWik?ZeS7cK`Ce838FRU&)|Rb?*h#mE<~tT+Di^btv)In5?wpo&oucFA
zr@PqvZ%uVXQe3MhwKG5G^J5EQr&zOb&KM3FhKY@q^i@rcDY9PNw_N9WN1~<qIt|7C
zDRfscmV_kQlaTSz$O*9fye<2Mx;)2rlU9YZSqhHRiG^47O-xq6ZsW8*Oey36VJ99y
zAcE)MlT*BZ$5Lk)m`Wy#k5vF0J=?WG9e+ljgMUa&S;X$>8^MQO+$XH){Z}lV51skN
zG*8Qsm4&qW=lb5^3<~Qr=U1a;#X6af#QLyvoi_tUO9W~MD&9HzI}w+ZHh*z<tUi0?
zTk2bG+BkT2lxsPTYcZJ>q4sC;HF4IKEB?=^SLogx-q$>iI6ge*gWY^$QKp$8$@mv;
zW6AzuGg?*`RmrI@K9}Qp5=5%2bOnwHdmlWFL%rg%lJ;H8dwnKTFxu=~zJ1-hKVQFd
z4`O*69IV`(^Bu`d&qS(ru}sep%dI<>0*zYZ3nK>ib(I8;W{*hgcr1RGmhH^xmsIu#
z@L}}~{4HbK%$mKpQlTgwo64CtR>}3)j^M8!4g1P4KooC;CG1i2SzY^3YUoFEb<n*V
zz@#S%m%53goB%B>vQ27?i!ff|v|IQY4u($w^$K*|vPi%L<b8d02_h93Ln=;r)3Z)<
zeH#DCK~_!<OtgM|P==qKo<7|J`Ajq$U`obTl31@hK}8dbgEctZt$nN)^ft{S^DCcP
zmvVEtGn<c9lTcIk_Vee_)+&8*w7Gl^--*x#SDE{+)Q`PpwbJ&t^=TH&I*o1F*|KV$
z-+N{|PUY>h<MgYZyP&R$q$%fUiz959J@cTdnKX4~{PcE;cg0%Zt8q#Z=SI@%lbMI-
z$o@j-&XZI7pJj+$)^0Q9-hIs&!tp>&rfo@J`m9=8WSwWczqjB}PrxE+ZKU<7I@*s`
zQIfh>3H#B1$iKbcd{Uh`G0V{=jM5h^^i!=!*(1n$yP{ktn8KP|ySe;jRaVJSw=L_X
zkCu1a%;pYj@pV#dci~aLOQWDK|KebLNg=DA=K12s9h=PKUS&+jhrcH=0R$dn_Z^V8
z)McfPzNRST^qwF8`S+@ZoncGtt6g;tg3OQa<XeCKz_!sVSp>tr!QL7^oV3;gdYPVR
z8i^oWs_mtv*y;!Q6&dZD)_tgtqnYSiIE6=&Eloq2UVnT_v*LclC&%d6@1J~XJU;XM
zqlR^?)y>g?%P7kyYj9}6lUd6#c=V}z?Af?s=9e^jL@cS~*I%fQyc>UR@-3&!FbRD;
z`*^IuR_VmY#<V_9&g{NbxWjNBtksm(rO}&f6GLw_yy`n<r-)T-orsxJMW2z;sJ!j_
zqnL2NkL>-;Cj}2?k?&s_Tg-iAcz;l-{<TN!q3{+XE9*n0k488jkp@2(nSIWA8I7sr
z=I+p>cUri@YLh$~#~zD)gXkW9Y|H3T4c(-A9ooyntmjOQs@XgK@C*6z<#yyhG!cqY
zw1XSI<&%eT-CreD%UmKz82`b(Zi$SVD~i#V4InbV;YRN4+(%^!*7z{W=qOw^_h<l_
z$KhyW6qHRMQ*iU}_&5;v;J?4)4-Ds9R>P2TvxV%r8+RE{O~!_XORKBjBt;(exlsT2
zcaH+2_>A*8no)nKXVzA|9+K&l@9{fCK8BHvV;}=mc=ilD{*zDz<hk8+Ug4Q4RmpNt
zWGdfLIq4@<XVu*;+HDjM?o7M0g!R%f>D&@PCCEf@Dfla(e)XC)uho8G^v?^G&;~hI
zTRISf^Ajd>9tRvh)KtGaSK($?cjxiIk8#rDarn4kH_-(s5eIRfH-xq7Wp~Q{b9FlE
z!#}X0M<>uU?C7_?{*hx?<-p6X5b{`*Z`U0M?Ag%e4=le?0>MlFyKoH51ndKdnJO-A
zn|N!MU);5RWHW}<(@8RM&6Z4n>IfQqGU4|SC#f6tQn%G_uB;@9=+AP(VU^^yv2xbN
zq~lDM?RWQ79z0IdxEt*ND*y_ebn#U_f<skPgJOlXh-|ih?hpeqf%y-yB7IB}6=Rbq
z?uKptxc{mSoq~?}SJ_t^n8Iwa|CZlk@q}`Ue6sG2p@`j<asTtCISnRc3~F*-4vky_
zdX_UXAYSnq%8`QK1$4o4ry0)Gf9|{qLZ1<iJE7mZy>8so)Fn%)3_*8?-Gx^0rh|75
zaC?9~ug#S{9qoTNmOU_%FYk5!tIX={nqs47<V!yze>~dT!prm&d2a)O{)F|iFU!Hf
z0milW<p^B==XI!z=#P-8@4gRYDXz~h&8XLHj5zX{xRQ|7##kck@tP4DI0v01bf9!<
z>=2a^xq$#c+Y{w@05VsM9IGsYABgiL`{6{dUU5zicMP@<cKs|2vcwK6Cz^N=*Ne%X
z5EH`&OaZv!u73VA(n9+VnN#(@g`PKOINySRO2(wA3|V8JN1srt1mEwP^-uiGn0u#8
z=)%cwLw9<hKDmzsb)Y{QHou3e8xPM-D;I7L`<qpFoED)UIs-ZiuKqS9N0lCDhv6Qi
z`HMDz$`3d=Zsr;_N&*#6ht2yxca#EqK;1Z4?T0{*XWD#?JN=rDuSa?)#{(>`q%y|;
zS?{^-84`2(Wcy9Y;@&EA+U~SBGEFFs>z`#C;ato~zQ51>EV)yLOxH90>HoY&#jjYQ
zn2aE!S<%y6YR)_1lfxUXTJ2IwiJt6^80iRVYSf3xYqT0YdJ(M(4-Lx+Fe&|g)i9F<
zn;TL@21|!|-+x|65@&4hCy>LY)xTMtj7m#A*&*jSY{9Pa)f*oUH2<b`0HxE>{5;!I
z_TzpFW|QJGbEvwltgWF^-d|<XTxlt{g>E&Fw;Ovv7EN?QB9zTsL$@qnJj$@W;KA;X
zk(Q!3WI6@RB+gb}zc0;uZr6KsK0iMV)V;t?W1sVFL-ECrGx}9PsVO}5Ya|3)<NMB>
z>5_<h__gu8H-7vy`UDjlrQ?qY$u5RvE~4Qm;^v6j%3I&VBi!$GBR$vm@?3V=t7H^s
zyPNr1i!z+Nj;7<xY~;X6jEX7Y!A%3?N{BOxkAM?j*<WmK@_2v$Mz;qt<<cH^bRuTd
zl@@GqvfEU`4Z!1jjc>4Mehv6WE{EyUyD;LfVqH~TRN18d=csZ|EbBel^_cZ%B|W(5
z@;q$cN~*TcrqmLn2D!^W*7g_vJ=5afw5)b0<@;8uj9jh76*G%XR1>3>!{s%;YHGRi
za<#stVDUrHBMt4($FI%54y6wG3R!3VJ@iia@F#WKdBx;|w%~VJLAd1?&j|Qevt*xn
zR#;6&RQ<6zzT)Dd7M;jbwQ#HQtG|gdnVz1Gy2s|X@(EE*Za}@um>sBm9-eB=a#I*s
zCc6iNduAblsM+Td6k#Nc!LiiO7|AE?eSSHOZ*m`7&HX4(K3o*R7P_6E^no&j&8)7o
zYp_vGMZw=RL;ePLE)A*Tc1O?U7J2+NEz{~fdb{^6m5j{2%9w@Y#KSO<QTV72XPoDt
z#M0xX=TsB(aYnYP11g0cJRH8Ee(@52H;ci={P0<uvxW3XF_luWi)z^W$Ngz|v4jiT
zr|%T-@bJLi8x#nnxr|gOvrG}mW6c%2tqHa+G!(k$Nm-OTYireTWZ(4v5yImoo<`?)
zwc(L33gq+$@oUpBpK%_UF$H2*8T*o1*)RoR2kfw-MFbj)Q`@>=Q~9%^oo&mje!P9X
zOP?t}^Rs0}!?lT;vPa=>tsVW-G>)hLoD$b}NxzZrmUMO1*i3MKHOSrcI2*^l-QHBR
zZ#HBorU=vMY*DG~U<Z!_{d7Wt8nlP3t*nxG*%jrCa3FRHY7r{*+xM~{VPa#WN4GKA
z(A@l~D>JN{YQupDA+%I%QY(wW!A6>E&WZSg#v(l25UK!3eYw`{wQ#w_M#G-n9G@Q<
zv@^QgepI<hTNZsng_R-_F+;XqI<8}9LDOGf^Ll-DOF=cIscdz|pRnK$*@DAgO|1`S
z6l^#9U&YXq)i<`lL8=z-&~A)2&vl5Z;;8-7_(V{(T0nj>{1ceY03Mh&zX${Zqz1tu
z)Jo6H<hX5r136#3fLTB`kjesKbcRMo`6uDwx8eNcc<}7b`um@yg*vmxPCIq=n~&>#
z*OzCD%3aqY>-k;wHVn1|i1#R5oi{3qpC!(w*X@wc+8pVXe2R2+dNpREF;3+QNozZY
z#_~VA1^BOP>K%z`j0*be`G3{NxytO-I~M5pRlcYfz?z?^t3Md1_mys8>evX}LKWf3
zrOL;dcPm{{zP6_%Hq89MCM*$~akJl^R1XRcAU?2}LRq<^+bI3Aa-+J=S%G**xNzUG
zV@6;eWY18z2!`9LsQiTU`AZrZ$)~&oWO@)j&el0^<YL1)s+qS?z&<Z+4tv3z0;k|B
z8lAYfhDM|B5x%^(K6SjWsr4qaG6K;bxbH?WY7H#vNMCkq=Rc9>KBiY_ko(h)Z|u9@
zSGq_m|G96{^RG;L^{gQ5lsi}{Yka$5&U1&P8Dpx=v1{1n$|^XuTmNnO!&$p*==LX~
z2?-Cqbamv<<o`<j3s3eQ<%sb$RB<K6b{lKn-!LNhKgYOng2d3V)J^FI-&2ZH1jve2
zrsb51=rS&w<+ea9&;xy~r~uk@xgDpBXO&vGJzF(|VEpL66Mk6qAjv-{Ir{WI{<!<g
zug2YP5Rv`-{b5{NkxkXho<(eLp?|?112!gwV|0G6!dCbk@8<H~hraW57fCC}ErBS<
z<6zT=XVYhY`6&$Bc$E5y*9ZryZ|Jk|0<8*tO=y*dsXhMp_)#K-FaH(5hcc>dSOwYo
z8ZUQ?L45P{$bu)HLSPAMgMP^QO#lnG#fTZS3o&*BDRhl~ECPiBBnzC9Kku?}avFEy
zA^dv@aySPYGW@ka*kuq@*mz~d*+=*0>8BdV_*dzCr*l`o+RixNgb0+{ni{jYM6{I_
zo+HrSiw9z=6|4UlDT;#@5`+-`bjy7(AN$`;h?Tl2%d+oq{}BA*V)f>rL!Tjdv^^?g
z%G>|@nq|a*<4Y!_`Sgs8{&&9Be&3<J;sFh>dGF&{P>-mWYKO*$|405>a}GEnXhh9A
zk`wC-EHN0j|Lvp+#mxwd5;RL$TUcK1_)dN@;B~C_J4ph%#h;xQTHdm1RSf?8X*pHF
zm|IT>>jh=6iqQ%C=^c0e?dYGQqEWJ4XzFQ^%|YJgia3HK73c&ZkR6wJA5bvkSku3F
zRMK4Ww<q(y_lt7sy=Z2QCik%VyCWdofHcK-um0~nSZO4b3zVbLSjttlh{f)l($HOL
zsh)%VAHD_1@<9>XL3N*wjt<C^RgMSiHa8T%Sc8t-dL!WsY14`WpXX72a!P^(1bg`A
z<$#cDiZ33v51?88&(D9yzN*-fUvN;F#*=kw6Zo7Cl1wAJ7h&4?35*Y0g%q=Q|94TC
zWvsRAd%i_weko{2+j<`(O~?}{&-9`a=1xo%9Ef88C<$HN(`Uv}UC?ob5Rd=$;`nc#
zFlFfnTzz+7fuR4B$!qUND9^WB0vj=ip&_xP8~V>J8c`R!?YMi^#>O4L|NBMOnBKNh
ztGyLQo8u*9LT*0~Zw=8D1jy&y21@#P9734^jHmKDTgb{{Ft5(OgI?hMdI&R$i~9+M
z1mvbe<9yc<>=~cBc;rB%eFGI4C^$dS6x~hq+IQ3`Z*Y}K^_f+_`g@Rq=e?s{+vTt=
zw;XtG2^n&b{R0u7lyR0Rl0%t2&lMDa`uBYP{0F#nAf5bw{XDof)B`^%$fmxV>MH;<
zwH5qVbLx*w^HC(zVk4pEsn)Nnsj)GaiO&Xb=U`|Ni^{>2lq!xxEqM%NH;+KH2+|}p
z)u5P#keYV0AOCI^+;EsB?S5mPtYh;pId?861B&st?X&vpdt0?i|J5(>RJ%Ah)OnxZ
z<ZwY~lNw)HFU#1*Pk^^zx6y^i5qi}){?HIHMU8S^4*YlJ$D_eppJ0bQ3qGDa+_4!w
zpf832AsObe_dFAAdv30)*P<DUmzNjJO;3OSo=($9N)cz6tc*?};{t3&o}Ql56BC@4
zW8pFXmLb*h*_(WCc7GwBTYb8iCCA^HH(9#fo%6DP^HUhts=k#KNO5#PJqj7Zqn|V#
zVb?gFV!`;I?dIm{%^G$kG-aKl)jB+tz%FBx*oRFCI$Ddkrcgh!KYCR9^60-BHeXC>
zELzp@mHK<}M{Bv*QkfqL4fFz;f+5KxBqZcUITjRT;r1DcyIj&?l4fOBmu6i#P%h?S
z+9yqieC-d>i*fk`KKq}wX;ivRZqH+q#2qNmsTkj)V$0Zb%SR$gR?di%rh6b7F2_jM
zMZmq+?6+lW;v&8G>PhKcR7dsq%0WUsr$%y<BIU*>VLkmR&kCQJcd$JFV;kMfD_x{W
z^tA4}yo`l%fvQr6*ofq1_O63_71v93EaFZAg*UMWOc-U&-P6sA%X6ynON3fhs653B
z>BIpmOGR&=X%hKXXfwqsC)dkvxF4`8yENK8U-pwX=|3vZD}4`il(fHtn~>$lG!2a|
z$z_Z27Q@*RGmy=|&a0REh+G+Ghel3qQHF%^L{qsdwDbq9nd7CozTU=?*t@GWflM-A
zWzvL~stHqL4gQ{;?;dx(*ye0lb}x?OF+t3Y?3~KYGv1e$TQrQYAd(Y{P*?0}5D6Rp
ze7f^+K%D2{{Q!{k$SQp!cbK&qoS8R3tzW;-gq{K6d|yGp0lIIn-k7SYs)Ee6iTl^m
z5@gC|-vOkTM~ORxBmgYClnb`h{T{U8ZuiZ}60XFtPmK+K%YHYLKjQnu+uX*{=IEGI
z-*>9U{CE;I%~Ag<?B$??+Jf>bU^1f5v<H)?5nCyVyBuz)5)IelF4unghy71!5Pc}Q
zOcDhHlPV-#h9fE1Oq7}?1y<Ka559{FDpTqOvV8n$nZzQMoG&|7%i%M*|JwI5@WDQ0
z(yTe}F{^*5d-eHclX%KhlD`=}GaH+I`?r%7W@TjL(O-HWOm+D^j^mFbl8P1b&Q|Af
zV$+YvC||u2IhsmXSSD{a?EIxR7Nt?*wO*MfR9{5n*)%5lu33aBw#MC2UA*m}MU<wY
zTjy#k*@F~27;T>IwN3gIVIWfgRb$3x^xJ6-%FHR}Utg~q69-Ik`gk^*Lna9wOgf5!
z>0PCQGaI5VjT>b7ny<@#WspVM&N@w5ZkEfmdD@kt%}B)bpUrqVh$P%XS2<Fc`)N3*
zg1fBw&MT|~E0f@OA^ezoqJawU+b>&PUb5vci05+8UObXJhiX$+tVc{Jn&*?4pdA%F
z!oCB^9O%Nc?d`NeLg_0ktex+&$WK1N#%yVB?tL_>0rEh|MBE-J!tYf;ctB5oes&fV
z5ODk6lLfH;)mA-v`T5N^@;UUANy3<WL%jtW&f^<gvliTQGcUi(7rc9xfR;)+GX1hF
z#WBI6bTqZ*_tuw_kiJpnMUGctiyY6wSQ);*_j(wxW^NF7$EX<BxmA4~(;(y9g^`OH
z_w-a$AD$6QlPPia?ib|uq~8U7VNNl9l3L$S<*j>HW-;z=eOlR53GJ5S?#AXM0xniB
zS9-FiregT@=p#m7v$ZbG;@U5Zu?VK^3*{AQu~zK!#CSx+HMoSXs+o6_ppWT(p|Bq@
z{jEg*t7SLNueaBgfqJ?>j{f*tgn#<yo_Wa;+dJxw(q<3;Jh5KH*QsthK>ed>n5SGr
ztWxuRt=<g=-b&I6-Mdv*;#n*+u-O-Z;y?QFdrFeAkT=sDI>R7AbE5<8Zr#Ce<YF|c
zFO&`)1{1AV0*{_lVu_m#UOM9=DGE&E`2>&YcqYd(PI+Cjp(lJ^2uF%-@riFf8l=U^
zMe?iCowKxtPF~~6V{6v>s>-b~o8GNZnQ^LWGWQ>*A&=!MtrsT)JQ*+c0~-olvD~eL
zD8F3)yw1~bdjCA8xYb>S{@dI^l90K1wae#qUJJz^31Qi9eTvcl26)3pe_81@6!to>
z0#~dd*X*8S*SU(sgQ&G*IwWLdh&ikStuXLG6H`;V^)3;in*xNEKU&+`4B_xXM#tG=
z{%W@<j=l0$@E)JTO=?tr7xd0$BqhPsw+adrsOvQ8pE1s)rMP>ULV+D27?I-1&2#uf
zGOKfpNM0y~`@qVyVze+&=0N&Y#FVwonW6bZQza$yqP|_tkE~rmohyN#O{7di<r5}y
z1_F};GdVKQGCTFYN}YJoJdh>|iAbnxyMw~}hx#{m#%)v9ipj70kLgrzmrXM$mnp>?
z{Ok&f2vG138b2bFAt9Cg%@by!s<Su}c&i}aZlAeRP4VvRZ2L!bsH_kGrjJHh95rqw
z51Kb_`4WF^bvFcTx=?9^%>9EmW{*8=#Z}HxK%v^|?W<-ReFm??LxbHq1C=X|2Bm|f
zRl>>ar)_#M+8=74mTNdY_41f4L?ytGb8fVc3*mQGBBq(?K=6Dz^+jUF_NurZW3m(H
z+-Leg5w%n$G8fbG8=6f9$qxsQz4ZYT8<i-5NbDB65j?I&BB#vI#;b8&?4&}qT?$v`
zNrMqKdLvG)7XDx5IJ6qmhnrRcCmQG3&6Bu)jCk?}J~pMR<0h{d-(3=9LqL7SHE}%C
zdM{h``O$BeukB`RJInfB0^$3<ZoiU^lXIi7)Py(czI|L%coGuj++1oyN1Of)r*eC|
z&u7BcMdJMBk(uw_pfHU+V(~m|8DT+e=sxR;dA*t2wR?7ZlQLs#KTGKf9c=WLxjF^#
zPBLH^0nT1*j)7jvcXDcu7n#Bo`1tKcz$_w>MDI{0^EM4ZnE<>7^hV@T!4XpMJb4%t
zH;`imJ{*&DmcY+lr@J81v?~1hBbUS&83nlsyXxMqsEb=z_7#!8ac`MwSZ^_rhW;}q
z3`|7BmL<z?zL;!;0hw4L_)Uq+d1CjzipkRUgg-R&8{swhu~?Y=WJ+H%nN`dSb+m2&
zBjJjQj4!^H%1)iwuP*6`1v}J91p3m)S0m$5g|8l4y5k%C5Ob3L_&huDa$<@Owu#;S
zn219ZDxET2(>DB$%t^;~(=I&TF?eLt<^9IO`TnwVaa^;Z+q|x{E_5*wV{M7_G1}62
z64JQ2F7=yaZty(l&ldf1!t2%XXp1pPWBaH!%XM*jNe9b8nnIj5`P4x5;TLw=^bdMi
z6a%`-11#HwgNt2gFQ{)TqQ=jAZ<Dk(O+@+bv9$Y)u#I4)D#|!rU(ZpsqhsstJYTTv
zpT&L_z*uwT{OdBEKBJuKi<9$pq>KOgC!)mmN{W$bmxTcr3Hda-t3SMRdNXA^la1AG
zadTL{De11_S)0rHo2^Z*rMJ+L-j8lPOtbY=XVD!i_MeT`)4<&@;i;*1zP8~;_Mm>#
zIDvaU`_*zfZo0Y<Q`bI`dQJyZ8HaDDL{Vs#f<l1x<Z1^03rCd56Ol`HrqD*FX2)bX
zIk^;mXQsOACvJzol_1nIAOJ-@t)37fkSQQXoU*E-0@S^?elj3HV5ZB?Tsre`Tbtju
zdIK&)M}NI%lBa(JHmR-6jPWykAy*+U3D)1XV>02?WZXPOe+=}uv^CJMKmW#hh=On}
zip+ANih(gDO8)ZYF3GE(+BFhiem`TAM>YM6_-ZypQ_W~K6GO|eiD-H%u{&VeZYwDB
z$;%icv099IDwCx3IkR!@26bz<>D`n{+X`E%(HREu>PIuKFLf?G=QUI*Grs4sq1Ten
z4=7~R+31J75c(RRR%UN|c+Wj(VP+>t#2!jmmmh5Oan$u97k|rY+Zru|jc{_(i3=3;
zc+4>Ek*+B<%Y-Gv?wE~W%o{k93U8<<>&!8@+*(daji1)|@Op+q_<loBB(>)Tk7z`|
z-Hmmu`M#9KlXF}1=2I%-TE!93wL8-WGGioIO%qoGM)iGBPyep4cj`_*D<rn4b~$7_
z**uR?kV-8RSfx&pfBO9RiGYzv&wTfT7K6jR2#%_<%iNuh^S+uwpNVJcoUgaXF6;S8
zrprhi+qzGZ6hFrJ;1zteMb4-D;F*Hup8b0FkAVk2-=aw=n#Q}Mx+Pb)(H$M@GuPlg
zLT~<a{>g34FDP0_OU7#RrLZ~7)OtLX)m}c@1R<N)fgpPRbNl(jk;__osvjapEnA0;
z-EW_I+JqeA9h|;e@YVc%0u%)w0|Uk)<mH38%LjZMENi10&vP9X7T>&i12PNH`u-do
z+yyYQGhUVnsi&Y&eCcB;D-6S<v{rydoLJXeQsrz){D;R9e%()=LUSsdMUd(DL)DmH
z*M)PR^UP(l`tt8F$CSm$V57l!bDhiI?U4>0y@B%em#(>P#XVM<&IxLS30as-p95Et
zez{s15sN)w88=W@3s4G_;Lse_S>+J+ltj{MtHt)Ti_w|wRv$IMYQAGEvF~mF9dl7B
zuy;D}<e^@9LZw<5bKxhl&xMzd`}Jx@8$Bf(&#Ha@9PCe3E?=JKHe2HjWeqiET69+_
z7<?seOY&zrZxvc>s#Q+jD(9(_pAJF8-iaWA(OilXd3P*`oc|7en4}+%#O3|G`u}kE
zl~Gl0ZM!NU9U>(i(%m4j=vI{OPLW3G?(S}B=}zfRDJkjh?m83qyWj6S|IY8@a0~$#
zE1qY@J+J!;ggabXlQeGw<HhDJqFIrh?ZusYGXMcDAB!IUVk$A#6!k!s?~Pe$X6G!h
z^X5NY_}NJIC?aZMw-*EI%{?D@p}P6-K7SO$!%wS~m`m&9o3L>&iwIU*zG<|E%`}f3
zP)PVAdB*s}-|jK$M&JICA9e3JMG1bHEJ{@qaXDJNMu6pBO5ptEHY!5ARxWE8-=2_X
z&`1DPS3u|L(EWDL1?}E$;BI{S@ZD-_#81vjmUX>V>dI3!qs{eN8XL^ODQS}U$Nkmn
zjc_*(Z>O7gv;AY^@@a4PYFPYPtO+^kRva=uVubDsqa9L#zM=s&p;}64s_To2WzQLE
zD*rX%b^>U_=ly~V7yKMRA80g~5EFypqg<r2ytUP9L-<Vx96kYze}6K-c#Zo}+x`A4
z===im?AFFct`=_~2;mi01C?oOf4`I_;V=2bL(HADGk`zxgGSP3#U^zk^|tCZW2IKE
zQEqN;+5l^M<r#+JhOMF)jkK)M8|rp@r3NOu@Mkrogpo7h>NLJgvScHwpWdGO9?4U0
zI^Xv^_G`gW*So6XhASEwP|3-~aC45vn3@JnC`=Auw3%->)d<}*I$xu!Dy%F<I^`@)
zv1l0`mp6M^U~kk!C(&Rmbs<7uiRYge_61G<pbGyO8P90z8>|;Z`O%<{b-dyujH6Lp
z!|@(rkWgY|Tx=}0me;}+vshmduk`cEu~5`E4X;fZkNO6wc`pK>6Wg02mD9)uVrz+0
zyP*=d8Ff$7<CLjbtX>#pZ%T=w8Nws$qiFDEr#U*fAM`oPdmp?<4ykQ?>zqPSaMP3<
zL&~%cjKG1cLeTqVn>}De2VibmbOAp0>gp;W03%le^7IiPicIBWQ~O^=eAmcP1QFBO
z1GeoFh+KE4tj?u7$K2L5u}Quf1hNM?6R#_I4<v6QIr)`|rznscyb1<lzdPP(@bu3e
z4%fbQ42~&XpQ==i(c2tPfN6ZtfFSlK*AkqlQOz^}x;0i`^1!K`tpYc8Ep|K+rA4sJ
zth4;Z6}fXU1o|9eT!LSx^NVR@8N3~!s5!a<;MB&(hD(KrVE3uk8wu_v<$UcNMBjCn
zmTmt6N8Rf1D#Z7Oy_SO{Eo@0Er{?}bc!I(gD{8bs)X0id7W+XGpKvoX8ZdrJILgO~
zX#xRFpp-ejK<p;_>#^(7v}P)*$&cX*>r}8qhy5ZIK;##O$BDAyxmW{2mtN8ir<44P
zv(_<!I0ou9nBQaHe_A44kjD?Ohj1Sy0IP!{z^n$%SHLz0Ng`dcVu$^20qPr2i)>#2
z*pUEnWt5HvoJki-3JRbkIjKjJS;dV49w@tGIUw*TGcS+wtq350tGbOSVL<=;a#smZ
zye9zV)00jI1{l4au?JUG2*{`SpxO1%21^9;`S^fb50vN86z}!^?S)D!w0nK=9gHwo
z*$W25H!>?=;`<O{JWBFUe>cbTCT7VcPdtt|$~De*QPA5aqR#+yL&hg3&(F^6tgN_f
z*5I=K=}|jqk7nT4@u~n17XZ;60fXTYpquM+I@@Y9@q7Chbu7iW`63Fsh5pERzk#>{
zpiMvx2Y9$CqezlZfSZFh_1R1iKm{Mb9Hv*V0WW~Vq$2<ztACja+SGPw-nF%t;zX{U
z@t#j!C&!g47yq<MMO432jVOHq;2Y3LLA^wpt}$1)-v19iULlg%FBoe)xvMwxj{pSC
zFz|Z_cklWM*fkPmy5mD>u>J!?(|w9z_FoBO%@_U$jqgVnePgS$(pUrV3J@|7^q>Ia
z{~vse96=G}cfpg1g@BBj1wi5f7z<#|kC-6;`+4k;`v64s<TFI%c104?ku4eh&Tgyq
z|9Sv$`Ikv#$pPp#(ER}Se&B1bUxkkGpG(%@X8@=}z~r?gFOL&YS^(?{<V(r_Y4$gj
znkb>r#O{C>1|Z(5nS>j7DPTlPALsfX+$@f&zY-Ie_JU`)I6A7cKh*kP7e%n2gp6zz
zoYldw0)%tms8Z*4?*!byQ85Pi|1+|r*A!9y)N406e4>Q_uyFW)?k3yD5uize_YIuj
z6B809N;KyHdJDps#KoTsw?ls0K6Nt!E@Oo@xj|;NY%)iv|0^8!&lmtK5Rh*5(qI^=
z4t%<lox2^4rdLY6iKM~Qm@+$cBpDcFz7E$AYFopYF_SAQOqy8q=dq;HfztIt1qxJ(
z2-gr@jfPm8FN)N@!7d-Ng$BJ0W|;M|gVtTm1wZK8R2USj*(hSYKu{4=p<Ge(VX8
znuZF;h%!`1A4haNrWb2orbQ2!67aV17#BAH1;yuy{AF^lRuHGsgV3m+>4x@qOf^x|
zcM5#VX5o>`86;rLd8GW9EnPyh*+>jqBqtrssejPfuK}a9-bsttFBgNpQHZ9nCcp5~
zw}b?wQy{jrQgRbp0e2%XgViG=B9=g~-Of&u8A6T>MaLx&8(9ABlLI&&1M%QyJ&|rU
zTyvqHPy?OJwxpGrayr&r=<fb>=D5BazjdGZ+f20PeB^z7MXK+CQRYIs{j|0aQU&FL
zLJno68PCk5IqHaZAXl>0;|YD&B%k#rqj-v=-QyVjWH9tMh{)Hz==lqG8%mOsy{v@7
zz>3>QI=kSNipzQ1(JA4TtYQ8pYkq!u?&x(;F+M1C`IrAP4;r|Yb8(HnJQ!+nmQB2)
zJ74mgYnvhyCKOM1wc6}F-(oEvC9!6dXGw>=_aDk1FPHTi{-Kp^B^?B;&xQS?U0tFs
z_eY%WxPZxLj_jwjek4@XMG7wgK~oTdpa&A=mX?@wT0MXx`$mQ3=g*+C3i>2nP^tDB
ztcIq8_6)4I5knJt13${k_}VF`f?70Z+DCjOT<B=vSv=N5c=J0$;QZ^DDrJ43D{c7U
zM*6M?G4*o+ml&sj<KcTs4kpL4cwS~2E$l6K_!&QwQ`}tHIW6o>$-Vv|jJkN&$?T79
zHTzBbKU`!clNlW~S>dn=C2q{C9pn12)2P>GlRDbFZT<i-IWDhHI9bcF(iUo%-9&QD
zw;+_CnHWmS#+=(IEc-Dj+*0CDseaig?0<ucTy^U@)!!!m<t2f}xP9YLD-=_;^9(m*
zFxsxCe-SLf?4Pge?@!nJH>m-*I1T?=sG8PasmQKaFDJnh%CNk=bT9ZynM#3s?Hwr$
z0WtNh5BzJ;9?8DiBxN-k%y?R516DH84lWR)TF-=Q)@Y3sed(`!ii?I=w97h^2UpB$
zwh(L1@Rlo=<ZI;Oe@dW@A=;vMBH9SORhRoDq3_E!%bngoSTP16Viq&i3QIKQ)13YT
zz>L*S){^KKsT65tob_cEW5D!NaF-%Yg=fd=&z<GWSP&rv4?%aTfY;aVp44uF<HU^}
z7V2lJ8Wb?~GVcy}sizN6Tb_l(Wnu)S6#lfDQ7$jC%W<_eI&NEi{<UKVPs>uzYQD@g
zyX2ty9dc@DcyY4Ltf5{8=<en9<!Mk5iMQ%bl(T1rlRT?5%T2xf47v3USN^_P^Q(VR
zgOe$Q<x9|>?xY!S3MY~C$G&yT^{b{@48uV|hWNbTUPPXEmxqhMTi{aP8ai-wd;7YF
z$Q`8p95v$nUCe`mc;&as(lzKqkOVmB7#O*3>ecA>3#^=9L`ru_5JI$r`9fduTp{Sb
zBY$E4p<+hO>x+OFIc5c9XE_DO*SDsB=M**<q7vS?_1VQ>-bcWARX|xEV!ZmyM>90M
zgaxI=a8|hb3K4d7e3(Koz>WpQXV5Cas=bd(!0Nu+^Fyy8x&dS-;W7xZJ;l*6O!ie!
zr;1ZW{~luOSKsO3>W&?b=8{tE%sisWI_red%iR#&Bb?f8Hj-9Jq&gWCET7J+XL-jx
z_<5;w6OM)_xVv?Rw8GW2!rUSpV~q=Sl655(GA$47KM|~j2#!lX<=gareWY5PljH?i
z71pgD&q20ZZ!*w6!u;LszdL|q^ei$&_m2RMR{r21zm8c_*5h!L{!G8x;N5GZ0(uvj
zuB$U+At%#85^6s{!ORvE3l5qg8VG9F>4FfE$eCWivrbBB<+oU`xWTTX#RonQ>+abP
z8R1Dvu}Q?K`+b!?Ky^rYn#?qS&`8lR9m?$qZPr6%|E6)#y<z<((0>Xi-8v19<kg-5
zx&i0d;h8q4$^tX2WA0e-YxV3{t|}#mdkO%-F5i%uO*JSLrp+Zlg+<FYCct6+e*bQp
z_qZ-vvg|(n0VV5>MD%D}ckE4idT#R>BxS9Vu}JNF_a>BtFoLhhDf9}H_Dv}F-7Xj=
z%fMZ5m=uhW5zgl^!fI->z_AZ_xI~)C0|D2>i=hZmcu{e*+rd~rBk7b(=wlKO=4R6e
zR-d(6kiocJIAOGa+R2eH<@C+gak^rfw+Zp5f=-pFzH>xIM9in*z6q*oKZf`eohgW2
zjHOQBlX0q`qE53d?5=f=5@!8YMdjP!u#laId;f!dNP)FFjc&ipcGMblwecy_-qq@T
z{mol!_PX)i{c^RFPx`)<cHOOhay#o-g^%^KoLP<c{39g%GV5bv%+j>Y;;~2XzIOaj
z_<6gT4^DI8c;_~Iwev<kE%Rl<4EKEde)wg0Zfp5-)g58+=Kh2=1WqQ(m*l7fnu--N
zhE7g*V>!$0X1<CASZc*L_uJ#^eSK^r%Zqs**R6m>6o^1NHKzUiyT}p5Z@ENYUtK8_
zsaS(3NuaZQ3cbRRl{EyR3{CuFOqMJ37e@%rgy{r*tLgLl*2+Gzpa0MvmuA-w5Na8P
zml(RQl$2jtVG&WdKv1ytOW<nJV{9g~K3;5{oPxTvCpV{)TrV1}`BDRJU|e-a7;}%e
zF*favba~;__}H|66Q1sY1&Lx&RwBUl;VlRIahq+uOdFtWM8@^5l>S&DW3>>;6BnUL
zgDCe^8cdNzSwKDnxE{adSf5Glkv$;qh~brvjHPzBVT6HbFEl6ftwUi|ti2iS#fv0#
z)J%*_8)*(0%llRP1r>)W1C-$<q(B-Da0MbzlJpu>fD|JTwF2rV!-9F6zn#S6q&2m4
z5}p%nwGk5Kx{P!DlbgLiZW?MMf}*?JF|XLDU<sd+oQIRxgP*FuJWvgVET}(q{0}oq
zp8LSOjV%qM35eV|cAScMs%7A4IS}l{d@yliXLdQ8(XsaPJ98+mQv>#T_vn7O^V5Wy
zNd)=!l^3n`*{JuHpN@oe#&E|e?980bV1K#+%rK_U6IABr`}L%;w8~;qO8CzO{;g7d
zhiwA_14qZlS5NVQv!5L(oBwyQ%d7tUPE@Pozf~Q^4}4I~0=ua>_0G1oWq{FlRmlFY
z=VIdIoB|KP5^SBAh-vxQ81O%3_Ag^vkaYMG1^-G0+Vd%D`+sUhjGH)fK*j+YY@2l^
zmn*9~5n>XO%zzG*{}$I<^Fe?_``OeK(86;7&kK&tbgZ+rHRD6-yC+45$CS$d6yAVc
z8iL1p0DKv@!4L(yvL~O)a(!`V@Ldnl$iFmXOkaNW=Tna->(Yr5fLsDX9GskPK+8L*
z&ItQ|6|oxVAmrQ<h&I6=px*{Zt8o#a00o*tMY`MnzP|{YI-q+8rx=ii)nK<R2db4)
zQ8W-pMUUPae8*z<-?Dnkq6?6Tg@uHGq8%{pfKJOwaSa?oUGxn8JwF)+y2L`E9?n#5
z=B2wib=XJzrx9Ku(hLMKA!W6-z?Gn{x7XqIe_uaScMupCAOm;Ibl}qh*p$E=!PnAf
ze{WCa6=8SGe;Cz&&+mXOGTJW;`sLXgqMrYrNC3IDuAu=$w{rq_3kr&tZja!=0M1x0
z!2YCs@88pq55Vj}fG-#(O_~2aDD*0GTRpmgK-&P=M44Q<0<^6D%>Q+``Zbxii1zQN
z|8-X~_`MWU746^aCioA*Nf3kJpN9xyq(;f1xL_GB{6pz3g-wrS(9l$*@s;bM{2{&E
z6uCo`6T?aAm!%*bK@d%8S#sa3SL0E9jkWp+ymmD(#BY0CPn#d#QjB7R{=C%EPm*L)
z)DP@_``d&K7jsWfuw2JdMX#+y;7jBWF9PR7k26x@pY~iOgO9a5Ak@wp-wLk(^uB2K
z&)y*G$l&ns>EIW^#FkDkp*nm~PiUBdvHW1U#Mi$igqv_oh5(V``-|@u8SJFz(0+<!
zVu=u*+7`7_n$!5g%mk^qPsI(G6N17Ybj8`nOz6vXaOcP1gmtM#+B!N`fw6$3q$KX~
z+7n$j2C0w2uR9Nd^uYlunZnmwPrd`4mC*m~jR*zVdpjEn(sUmReymz?68He!@0LrL
zks;}Xx{`lRoW$QkP$UIpT#`cK(POjIl;N@mY|=u-RV4y(YBvMZmixGH-|n<lOAYsm
z#Zl^6KOZd!fDe<779nAwAV-XR&Rn1Y#{t*2z{8??LS=xEW9$$`r9IsU!M0nPaa5JD
z({~6o@$~<GlK(Y>ii3(m@$(OCTRAu*;*sYM9zaJ6g8KkVQ1!q+n+rG)a{*5j4UnZI
zmIh8{K5j={j(6_eeBUdt>wk2An~zJ?-dlRu-U+t+P_tikwuil|vB+Fw$+GC!JRi-U
zT+(D}pzN9?d|uG5G}&8n2#Vyc#uDg>r1i65jN8jRo+8L@^=XAWU-av%>zeX=k78xv
z)$xej&7@$7$C8BFS%upj`F+Z{Ke7_hsqVNlGk0IAsROL9bQ<*eqNBMcX7|pHoijf&
zk}~VBrOl!F3Kinc)Tp~SMS445u5UuKix6b2c@$55vEVbS+&WY5_KLX7g%?^#-tf4;
zVO?OUC#9Ee?j0q-ZD#C+952}U<Few565tcRF}!!?6ltP;-jV6WZ$7B8kfsN_o;(bh
z)a`q-^}B!XjF~y~h5+q*5p&F@$31Wu_-Q;sn7d!91~h9Czn=uaXX0$}NUXbI(j&hU
zUB7n;#lN(bZEOFX?p$&GBHqtdb~4$vV&=tW_h~95VL1Rg;7eR1U@3NwjwosS=oUjZ
z-=1(J*(2Z;v9geo*Wj`e`0qEcTkU=|5Pw0<sPRhTc3@`#+f37J*sh=3U}vmz;!VBI
zSu&&5MX;2r&f!b(@AU<?te@069P@N8@dmjIO2h!o5p7a{j#<1efiNlK%vP2xYysJm
zY}DX^di$gNcuEXaZCd_y$C3j@5l8kn7KpmKiT`+npITOD3LByZAq*vPsD|LhI*e}X
zCO)uzsR6)2ocmDQ?CcFd;w=}Of5yjSlZ}9xBLrDP&_#FcfLze)^Kd;Yt2u&IOG@o-
z9_2OO(;d<k(A`pJ;2j!bb~{1V?VLz-joNG{>`MyDtq;74rt~l@WvnA|bo3QIg%L&#
zMjiiC<uUy`_(Kc-_7%)X?{jzULiT|I$q!Aeoi*ro^3o8-o`NNWHTYK;-yB^l_G^OO
zf(iIO@*KeD$4AM>&1`d0&dn~Mit_wH2yitHa+NM8$leJs)mUJwsB|aJ?u(1>8+Q^B
zL|WlqifK~^Tihauv2ua>`pMMP6dcb1$@2SOzTQp86n+y~l&*^IV*TkyeLpg!cXW(<
zj2kBjb{!tSQ?>&NIPYNZ*6=EpOnP#R>m7aDd<{z>$|}!2hA_udO4#QLMsf>(PHEp*
z{f38&KjC2gT4H9S*Bgd6AD=FM6IcIY`DGQx6vIwp%8^4F+kS7yjy!?d#>R>?k&x==
z&jRKS*hjS463q$Eihs!3S~;D$Jf63HmfuUJx3Wlc&cF6bY3hAp8eugK!P;NKOB{p=
z`hjpDuRjX4Y-$l`YBIF!tJ})%5Ae0wnVIrCGZc*?5a;|?!SIXdA;nuRr=t0~Xxn9T
zigKns;lXi9tC8IJ;d07)`Z8?8crn31-T8Om=&gl&)5+Z<#f%brO$Rjo+~a#*Fz*rL
zUB4@(I0Y5lBuDQvRdaF!rbX86?Ku8I!WVz)N8>`qI*4r3GWNK|@f$dIT24mv$BI=k
z35}ab9ug~7H2KM16rm*?;*TS1YaGgut(Wo-_uaIXGFS+r)}foJxXw!!g}w}4xZhL2
z%PrXMcPS31A#bGJL6}eI^#yz9y1yOD+Ou6>T7NeB=JNTs_V3F=S<JM?CI2OfwR~Lz
zM0=AtQAnc3b4rBw)?440Qm|s+)^`WLeP(%_NcQ5Vd}v-urdJ-bMPWo2F6IV4u7K;w
z0i0?pK%yJOl_l}$ih++r5-8g>vdhmNDjnuvM-HL8`_}ql+m64XrY(X|g`c!^MYZ=`
zS;0?cnIJMmBCkg`pv~y<s9srwg~iB-b{G;`<$m<1i;t8{Jz+fcGQ<w;HMH1iE&B9$
z*<1DMCQ3s8<4YEYdKA=-6hhxr7j(DZWa#3SH$75VH;zK@^der3mE3k2(8kz%uYmQ8
z8}3RB{@oH9I#*y63G^*u+NZHyyuLRx#=N8-5d2B4wkD#j3J|D*Ti9rRzH{Os#?rHf
zt8QK<f|}1}TjOYwK&swY0&%<mrvtb>P-zwPjH@RCq=h`A_Yemou&LFdkVGnT)fvTC
zb~%SpYC8+cb!0i#rx{ulTm|MxB+@-bqcaytErd;IjL(tvc<n)d61g7xq9q}YFT%vM
zNOD-*>vxi={MHv_`iAKllsOH*xe@rFPm-Pn^;Vxqeai7t|MpN}v-5rMQ<|9^6Y{Yh
z)6!I4^}C3_8zx$3A$0Lyp$l{-<e#7XfAhu5GkgUaOnj)lNwU7bKqw8|A0ge+k68Nh
zSd`@vS~*b&a*NV7T)5l5&_9}>cb2`rSJ9}J5r;Ymvu9=U!hVgN==kT7U_S5j!2RWi
z^>VLTEK{mlC>F-<V-Q6%lPRu+u<p$%DMCMU-Kh?k@xYlGh(q*C2_>KQZs<>f5lH!S
zr=7_U<+U$XI_WPy=-}5l3tC^McaeGA@3(SoZ&glL^^m}G+Kexv^zw9$lX)N?+k5+5
zZLP`V8m;6A=*ZCcIQUZ98vYS_ZTYfOD6}^liSTt~jAuF(t$JpN)G$VSCOk`h)Ve+4
zQOoVANWjWF;mO^Ha!`@Tc^!2k;fwNKfMR9v*F#h$uRn0?0$ZmmpzH(0JRm$ge#MaG
z%>`inou8iS|MOATp|!jHKP_1IwG0=%wtO@9ldnr_I%NNc?AO+dHY9&k<98$;uGIwr
z*kPnIl!c5F>9#9FeR@v%xAqPU%=)2kJ{*3q6?lfXviQ3F!j(hwJV-+Cd*7-rsSBuJ
z#>XlZL-&)C-Vrsus@kn^Po42XQ4HN{Ua;!pr0HViz1~HRUu3B$glw)=b)eopx+433
z9{Hx`)J{e(U4pT$6HOb_$ap)&&aJAb(AbRxn;#UjkDbo_$QBid(iacvAhwD^j>+f8
z`&jAqOVpj%8e3G%ekb@3fJX<Ezhq@VZ4GGElE;4(K~{PW`xD3bJHF?L$Gzd<mJ<af
z-Z0;!UZ(UZjH5cMwb^GHpKGmIo&My6cV^j}cyb&AjL^5JMqCeij?wC$EzX5j$9a;|
zy$gSh?b(51N~rsK7;R3^6S4Dm$}*S9?YXCV=~T+LPx|`}o~eXo71%zk2DUVJ1dEXK
zA!D>C>eqv3>@5i|ZEemh<J9#AeDlmkY;H`huaA6?Fzz4h#7m0NAh#m5>zicJK89$*
zi8{iLC_KPB5}3Vz`&Lt2ybnSHRSuE@V`C?QZ`EwA<>C5zSMT3p-VYDf-;SzFHDaTc
z;z14EA)ZNxW>yaBjB@s*cw3C$^^z7WgawhWJb6ikyyWSz>v~0<^U(Sg_z)!XjlL}Q
z?^O{GVVHgp)B#0G2-ETTMoOoj7jB@x&T(?EF4wckyx9@%2WTNV*7a#{BeOFh${FiI
zZTgN!bj|lGtf98&uU2JSc!riuRnXl_#)#=nL7_f2W&?D=NBAH_xcT!WP24WG0T5!J
zfaBFa{P9m=N9_KHX^{zjoLKM8ga5qO9~GD`Bq)YlD#%+8WiEA(7Y?*Fcgyso*Jvqg
z+rovt_ZBQQv#H3L*}k#;z=4S$A`f;c5xxB5WtlvpT8;h6>mC1<B&hx$+~Wl$eei@O
z%pKN?)dFyRXjAwMw<4=(_Ly%K)#-UPjV}U+H#XCH@*b=9Z(zp>)Hh1FGk$%L9`U0@
z2$xf+VuuA`e!y%W8k|&tx;e+8UL)-O?)vl}CO>%J;wT0-IbEvhNvtWL$|?T*MOo2h
zY$=txeH<|%S${U{*~J|^G`{P2Z^`b7ZM8AaPv*WjO1I!m^bW9-7IBC=40`k^V-s<2
zRUeE+|ANlFNP)6)xoQfXF~ykGIiMbpen=j%CD>a?`Eq-`6AX?k;lk)>t+HGktEdaN
z!z(9v(dNrOgO#pPDUtMin-TQN#EdRT0sXEO?I_gh3|8FNTu8nPh(Wgw>oA>7d|eMi
zec$NO9z_C5Jw~{J7wY>YHd7!lUF``6Ijiw2+wf1Fv+rK5@AHHT8ZgnEyU9*c^6L0P
zo0i`A4o&hPusT7PK^VJFv$S6Iao*|Kj6p(q4-?~$E9}oiOQ}e5a1Lqwz=<NU#-29K
zk23W*pze`wll;Y&)rIMrYIyHb9UI{(9S1VR@~Q`H*2K`uyARAR1%mhU2v^T)p;j|c
z6@IQE50S|_i?m)wphI`%9%mU(tk5nsViL2nPtMO1IG;;6(ME&DRzBR?jJ48o^JYeV
z(W31y1jnZa2Cz`t#|x3F|K6I5!6|ycZ||)dZ}wiBn0ztD*ZnF|dR4-4vW2G4@WlBw
zZ;^0J!;2m5<UyV!$il}V6P1z7488wui}pC(A#dcx%uw#&B>_Du)KVHCZ~#_1VbN{(
zVNpX~l9d3E$x~E0uqFke@S{)vE7(-!<L|EzLO>o_)NGgZfNY1`<?0Az9DH!(X6E4V
zJ7oo(t~5U956K)uy}kKO>_4nB-t*sVWl`&?$JR1nA}%=c1MfLtGWPTx3L6STK1gWz
z2JVmv`3~>SQQGNlY0JgIJYKO#s65)BBjn*qe}@}pIW-TI7oed{*C^-qcn?gcUSxWM
zEMyo&te9FX%=qKgp7>e>Oze<5pvGM<7KJecZD62jptGc>p#staU@fTWX!c1ka$x<A
zN61HMNj0_>AqVvO`n8Rglym{t)YZWn&cMJRrdA9y44`xXBk8l93ySCkwoYz))8!za
zcfDBJ*PC+~9LRx1`zz3>UN8Ox<5lYy92^Xksl2tta9=@eG}FE)F)eLj)7Ju(qhVHX
zZG3!uSm^VcQiJ0?Kq@p)_c1vMi{K&n3f<3T`amDj15<AqDJdFDO&a_rYv4G4u)5lT
zbn|<fR$zG15Cy5p<(ef+R~#>)jEkF_8C;4b<dvnRRwDMd{fNuRGk4)$OOzW^cHD&>
zbI@T_n!PZYMxzLiWf1K+I`EWeHrCf4ZUU{|@C9A4wD-K({=A}(g4~5~il+1^Nrw7#
zN6|#OdWMF~w|-^j=H~u!^u{*U)nx|GGs?<SCrZWNiKF`fL5fwcGXVZI#h;(fwM~-+
z0wBseV>1Mw`ve#YhA1i7E=P-i)YB(Q4A4{n<5ybCP#Od<Y(T(=n15h6_CsqM0GvQu
zz6J!@?{LfPaR6isprVUlS{|PQx9{$Rr|=G^-nc+NQ$R#8L1SgD?Ccb&nglE8QM6bZ
zHk6u*(^z=vYd=3f5K4Ut5WD5tP>{9$aI*`vF^qOP8XN1yme<7e!N*EM;_NIeUbL9N
z_twhMOqpcK%#T*7Xc{mAfS1wJ=xNxeYKvb4dAyHTtEdURAcGZmh70J_0WN!gvs*e!
z0f0iB&wwZJvepGG>qTSXk9A(ZaIJE}@VVPNYvX_)?k}l713%WXb91%otlH-0oPp;h
zfXm9Os{S-NvUVGU3~ni`7i*G}b8+FsGu6TX$GH_*>EQ(CRj{<K7pwU`8}0z_=a=U4
z$ESG!H{Ao$eHt1YS&v!wfL_M%tSTAK5}Ion7zO<V7$KlGI+`hzd!)a?!*d3BI`Dj7
zrDP~fcYjD+Z^(+pI^d$$ZoZo?*N1DR0C?gF`2Y1{<*pUrq6v5$cq|4IA|lYQZ^uBy
zk7|xR&j89onVXy2(F}kltDVkw05*GC`*NwbjpbzXkI_h4=xfhs?wKKq6|C*FX2!;~
z;HFif<31nX0RX#-y806m39$P+&rK;5%N)S6Ji|h|y$UqD28RGT`-b;`R`(37C>j>v
z?&g`2`9B_K0lc=mt4r7K#cDvhNj|^pO_|i9<CS)FI~O<z1F;5Z>vx9{1h?fiDHft-
zSX&Xa8Mk`yn*7Sh&!_4P!DSB`Q4L`63colSUqa;yYISS`zV)xC@PXA~XLM#MSZ}aA
z!5XC0&JMdEWrD?qlGNMQ_Iy~;#Dog6b9e}`S`tv|Ybt2>D5Ngt9!!Tkf=L|m8^7xL
zV^HJPggI9NB^dj9t$FOQU$fa^2Q{*L0ZI>0<grU6ZqOSotEdoqRzjg|i^J!{R?HoP
z2#)eV;Pn7xx<J`A3ejbF1j7&{cK6?<2n!NI+(Is90Gu2cDCxK>N3t|7Y-@Wul+3x>
zPrz+s04xz4X%))@LPC7heJ!Ab9S;}y#JrOoXdzTo`QY9kvA#+G=4IgVVCVrEL?6x1
zxxgKW`-2NuhJamh+u9A_GH>yM(2ZqURxrpM+aUxV-*ABQWCJqNI54@W0dA_64w0!&
z%u5(YQ-iNs-vFzEzF(QbPxf+v)&{QWTY;8);Gqc?cjbkoIJ_q7E5g?ObXH@OSy*Q$
zAvuDoCv#8GI{#qdE(qp9cY5fPYbE$JpWskY(?NFB1~rHRD)jg70g2H5NN*}kM!!qB
zrF(gcF|o3CeB=e;KfpMnSf%`h{_sSBd`EkGzk2lvYzap9o4O=GA_C@#A3*5ATa>uq
zmOZh57b4M@3rW0};VefuH+}|!TlyQmZOOha4_-&K!OhR}J=tcD^2oRGqIQnT<564S
z#uKu_*x*hPgTx4dkFiW(akvb{IHhu+xMk=FUHnU}o+wA+kKQt@Pn#MG>HFL(+0fEo
zcs}taVSeAJW|S`-8zqOI#h+G8Bt5Z6w2)xv=^mZs;I3|NKr+f_*9>KU%@4A&+6{Kp
zk1u`0&?AA!$OZ`b$eD%!lS#Y9%~eR~1?{;y6j}w)lYwislkU5VTAc}btik)cQ;LA<
z<NjjK63pS)kZR!J>o%Om*VxHYZ`}m+(NAV3guDSv8Uf&L?nVO({2HlP8i35}zat0%
z>D^#j0`W_c3gW{Z$^)Q{_>%&o)T&%SwAltM)!N$H-+OWi@xW!6BjDuh%m=mt<N;O9
zfpP8V1+M(^CRhxvclU9LZ^1IN;C8z|F`;mO{^VsCU_(hmvr|2#<$Zm7HZFV2%EVL#
zbevZ+KvYPv&@12tR>8Kr0@;yQf!p6etHZ&;K}iV<g(M;>>IF|g%%2~m{B(3kkzC-m
zQmRM-yVW%*;KYaIe$FN4GvI^z8dwZrV_$-06z|QO0$TWMiI?oe5$<U(P{e?Zsng{_
zDhQ|ex<u`m2~yhpDWWp{WwJeMWU3y3nh|({@@JDE%bhfR#EbQ^C_B%801HP(hz5h~
zhYu*=4?Mh}K-TuhYGAL7ipvJ43+K<$s{))(7hV8%Z|4Z;+5mx2`$*)S|J9WPoWXbF
z^KLxLr^o?6-qfe^<x_VnX~%S1R5LJvJ~%jN{I>5E=zjR~67*rbvH%;=k8Bip-r6rX
z!rB_(C{aAXV@`Jh^_UA#BEbR6%nlW@UjWcyY`H`C1iK;e44_`U(xN+Ae0;bpu3hkw
z_MpB7P$n8G<BJj@u<$wx0wY~ubGzMm*nA68m!#0M@rc030CT%ky_R9ZBge1L?|vUl
zHNbhhejx;SSj&XjIXU;>zT~4sk??U|0_eODxG@7u?#yJs%gcUZpFT0YWUhZG7S=rk
zh&+Qwb0dof4<We+ub@?^L{Ie_*n<F~>ap0W8ptOio&wF9S7M{Tp1=41d@x<U3N-t@
zUPfO=zr*lGfTw!?bp(BTx}0n_I*<X{;3S;wsSNBKc(I2)xCoA3Ooo1*-rT^&i!JvQ
z>=t_8tu-o*LV+6(@PCNd8_SVS_(8@5)>k0LOc1Su20p8v);@+s@_EC+5SSkXn7{Q9
zUfJ0R$^zFz7%M?~u=y!%%aL#I+^qDcUm_Q;Kj<I1A9rChH7<f-3hZse_nvfm7hrt}
zF6@~?_VV(2c(^?TTX#Ei>nC7Ev39?e75;FV{s?UQ1^7ht+;1<;p>sc^I)TCgoPTq2
zb59!Kf3*z{qcEVQJfA)Qr5sRuvhwn}0L}hiOYY?iI2>0vA6XWgHHrME9JUDp^d}Ej
z11reKc+2K%KeH}uMUdzB9Og=sFk57|tyXaNd~fFUFuYs)t^kq-E)_icFmSj5WX3C|
ze8hO~8n4r%_7U!<X&;jUHpGM$z}0IPX>ZVV3w5*yY9^-Co=?+Tvi#T3r$FC@*U_t{
zuHFItxcGQaq^<uHSXKda%vcZ4UI5=}JW|~=T}L8_o6Gr*qJ&nn3pZ)Y<Abxrl0_@H
z+>yjgOiX-y1Zhx4H!kx~w%;fiZiOd+wRhrd5>yk0$};HZftE8WmdkRxFDQnO#4;#L
z+W}*e$)Fdl_YIo~TGaXWxN%<;Ihd%gDP%mPJJP@VNI&Z<TeXT_5^c3rY5Yb{)0MvL
zv-!+ZM&py<t2;yo5bp!bN?Gx<!G_xe<_>`C*FwAb{J|&_%<%Sxdd&xmfl&VB8m)<j
z>YokJ`=i{Yi;P?=oD3vw%jHEvkx70~$ZJvkT^Q+F_nMEp@e=$x3_9viiTHWx>7T;f
z_?*sqhll+%z1LlV?Ihp~M(%;o!32|2RbHd}vXCR>x=oKPKv47y_1p9)OHRh4cqpp@
z)H<)gPJ<S}BfjIg0QrJGK42-<lY0b1remqQr>Enc{mulujZRNwDrB=2GUL+<xSc+9
zWfLG^!DsQsD$2-nqstCdh)5jR9apzN2@}c1#x~K@WBhP;9pIVXF#vkPT6%h<pP_rm
z$jJ@CTLVhd(13vHhOe|?X<XJXbn_8BsmwsK+7bSh)Qca1&{jfAFq5U)M1&ZYY}@Ov
zvcZHwZa<QHiG=g9(&#-K;%p}HlAwZ9Gy~C+0s_y_TQxngpD*fzGf<P<5z$Apw+!*8
z!0I1hs8F_6I6Y4T@==ut2cYM*3r>heDB{=hu)th<k}}=Js};=kii!%b>-zz2?Yu4)
zvoXYW18L(h;2KmXiB}lU+sifpY$vV*s`!8uppR(>v-q9c9T)zygl#}jXiHrhk!}^8
zDc6T>KT-j{_N=DYLMQm3Oz@OQ&{uJX4haoihR?9`d2)AuS{Vu9q<ls`{&YGARaZNV
z)8)K9kn``YufyzWfM*5+Bts4`1H7xiu@38vx3@R&`diKsc<siR3k+mrTqs{GgOv+(
z+A(HHpDpL(l9CAi-2R0Dd=UsRbXKymH8>qmjy?+s38Bs8zQ?OV#Ygg4c2;=hDU)^&
zdf!))j7CrE6C*Y_a)F}0thzc@D^=qC`*~2Ufodl4s@v1ow+rkKy77@A?sd-=e1YNj
z&!6{z>$U`?QEvmI8po)8u(cJC1;oNa{h$<5k(IgDZGQCz7xzg!46LM-m6h*0LkLY%
zQd2JjnXIwg*Lq(KE`EZBWS6|%IHUqc*U*TUu1nE?&H-E^L2_YlSC`>Tg&`={^jGwQ
z0+=~D{e6Jz`%zQEiRF9)=8hyYU;_Z>h81^G<RoIAlteIqtluvc;`2FSSa?@gv%7&|
zqz7gs)n%(E)JFliK+Y*J;}Lh=fyF)-HyF=aEpB}7-ro9#hSi1xSXyWr!5~+U__=#L
zbPf_e7g{rdD^1W7zu9qgvm+49>myhlaxfHNAHhl)bSvt`a+C2>sT?=5!9C8SsECe>
z-o-alrS%w;24XroI@FkdX|&j~ZQ*aFnePr+j#>=K?(5S<gR$7bX&(FogqUlK@^X)_
zG4IF*aoyPi{c|iePFwIZkK?@^-ZDz8-hPn#cFxFq+Jw94vLS@v2BXI3XH2b<??-W$
z*YKm^aaObq8kboE`9@mc?>?NkoL)sED3%k@c24qClOP1p#GferO{4(d{=fZo7|s9t
zKnGtc%aMP6i4^SnS4&GvKs})I_a|CzQb$wkXCf5Qx)2c47WkSH43eqNP6LLgl?aWI
zo@pJ34h}(W{N`TQiQ)Ie1RFnpGu_&gg)#K;N+P%~Z|+mMnm3+dcLD!@PoNz8^3M~i
zJ^2a~fqWaGOe#c>*;5Wy@wAo}$m_=#bJZB3r)TdB_T)hV#-gx)ksCn6h5yeNTj9_7
zU_}{rA~9!dm$b`UwMrEFF=siS`@Tq)Do`l!og{C1hO8(RE0w80tsobYxlXHSQ(sn~
zNKYx2$s~};TPoETW0M=fnnTK&Yn3SX;w@H1ukT(%r2=j?tJeXQI7IQy3jWV$C&L95
zgChlD6+VQq^xYVf@WBxp@3;-=EA31!m<<bVRMOaDiIL|9M)i>qO6ic`EuZHw6&2c5
z1)dd<pVRFeuS?`;+V-+0kvF3CH<LQvix<$~Xy2q|QD_&uDkW*EN{jl<{IQ_dUcn6O
z+@SskMpDjLMm5wCNsf+-=$dHSxR+r8wvUxHa#f60&LFlbuCO*1i?q0|YmtF>c#KxT
z82)D|;(hX*G79>N_iX4UcXW(M>)fFHnVFk=1a$y7BkUY_o>};&rxO)Qq(Mawhe>^%
zXS|3}zcRfHXc{7G@8WA;H?@;cQCRZkakIC~A*V3NetWyvxNm=`^jXM-AKtKlgprho
zpKP9wqJvT^k(yJdJ_>*4bhFQRBv+&Uhs67J=Ki8VuoXmsEM5d8g{kaLa`@Xl87!+n
zzOOpW&D@cqCEOmJIvd-aE+gfGYc9vJIBpCE2s8UfbH?7oFW<f_3u1mv{X+6*_U7Oz
z^eJ}-3;JnSyrin`AfjQa(RMwfAEaf3cTaU|{!dI7e$3mxoR}=l4X95W1i3WTgJW&C
z=o|I+WQX6wuRCwc#$>8(SYMLEq&j~)Fq$5cail0@vw-qf=HTPGzd7AC@rhVV8KHuq
zgk9YXEyH_rf|UE4LN2Szs8b86ehYU6H~rNJO?Rx8(}<_?G5}_PZ^e_F2PjA<M2`=j
zj=e1}O1R-@&k)vs2R9SR*t_Ug?5m4?Q#|FEn+n}CldV!?H{98A(@uIky3X{i3};BJ
zEjq*=xH;pkvQiQf!J%E<3BW}-sT7Ltn3{JrvLkV5Fxw+x6ipf=<`a)fUtT^~%qyLP
zW&g7~ftboKoEDKGA&aVAHJv5cL3!xDblVkQP-{^+W~Z$CJ<mXudT&C;=ms}g(bwFh
z?*)S`IfAC`k~!XkkNN(vk+SaTk23w1%83Mg(^#D2jac;6k)651<U?~UXYqZ;aJRtn
zfPx_eTB^GgF-Mkx5ntPPwFo?Cc+z21?f!I%s#=2;l&l5q8w$FQccc!lE>W3IFMU4L
zRlRF8q^6UiitVD(tXrkHXuZ9isX&G1mL@h9FJCu_cO+IeV*h5F>=2!k%_0qZsIPib
zG=$1g`)3N>b#J^QT??+cRcfLqJ9ERLbG|g(RdcT5+c@9*A<Lw^emPpFaCZDA$=8+W
zo7#zs4)*$NLfUi9vij-#flep$$A?FieFqf5C5%#$ITGexV#361+-LTii@OI!>Xybo
z%kz5ta(pEBRl{)lZR@}e0k9iHLV%$Hppk-t0@HlxIX~1z?VUd8>3`upRFJM5r^jlL
zP#=I9M#k1m;c7Ej9a&UCdNc(H%WtF`l)2nxh&k@@c>lxC6gs7HmJ*ah4q}_ztcW-9
zX^c$|f6j1I{5uib+CPb!25+3ag2UzbljR0=h(hplw%Y!-Oev-MYt(@0<?L6!xvKMn
z>AoyovKD?<fT<OAo-4xbe%M=ZYcp55VNib{Q9puQ*ke;jZ#tPMG8ni1xr9o7B&unm
zP`_wi;?+<|qb#e4Dn>ha_U?w8V{Wb}OR>j-V?OE7?BVDBC62$UXhUaJt0w=h;1@T{
z;}kby=no^<q+L>Pn(30$eM#dc4Wt+KgMU;&-A^}cd|BT8B1&I#WuD2Y7ls<+<PICY
z_z>XKA2+2FydW2CTk2qg&>wPvapn`HL4l9nob-t$F^5c@IwkCMWVm*E>U&2U%Dj0)
zhx^sev~t2-#mXf!|Aaw5D=Zh1K%Qv$zQH8?aL21sGP+tw%gNE_gKu;52C~r~ey29f
z+WF2s29Gm(6TnKFdkO!REzapgDA!NW;PA{F?P@@*5o^SwudDG0G!tA`!}Fdm_Rv29
z2+IQi0HovSmPa_Oz}^AQ*^}Uy{Xm`{#9CxH;0x>a@Dp1O@R(u~rL!FKa7XOpYA8-W
zxYRARH+|BtLEf))+wwpbzO}^VhD+}H^?=m@^pqzZ3#PACEOujGjUktA8chjrYIa??
zw4E=RmXvd(c|k}R%}1jO59jL(jSGKIH_h5x6@FsXn>m?IZTz#~I#Q@lNz$x&n>VE1
z8yzLpyg@vI{^wbIeR~tC1=NQ8#vyCvkM^DNFm~ACA5KC}U&>fcwO;4ub3uE?;tWDt
zlXA>2`j|@8x;IoqrU``+#4@+ewt~t+3J_zbO?4ZwTgYXuhaft+kA|?fv3=a@hQ*fD
zapxr;@f*-wUM}31X@62rn0HRakeXU_pzburhSKn5k6y19;jV_}mQ4+!%*z;T9cZ7G
z;7>#$k5_$XfS{{un|{kb=-c=>PT*Qp_*Hqj)L3%l>a}ZERQIicjgn0=l=(aLuUOeL
zc3ntLUB#GOF^b#_#%?pi^}Kn@2Yz)rqj0I_?`jto8_qp{!yR#$mKC<G>;~s>MAG^g
zQ{2v7`p@}szu@4qf$-di^xD|hf=#HEytf~nhR1a5EohEW@QKqjAb?1;d=q=xtE7(m
z46Z9A(2e_2{wwGDMfK2`0#qfUKILE~&Ru9%nI~2UYzg7n{!V)HJeLb`P3*mM{g+A|
zMuVZ}p84~#LPmA%=5VR*><+nRW9uJ{ezE%-yWcH;D&_z4vXsMo{_|8I#EI>?9p=&r
zd5OcperxMfi*9R1TmPVpQa`)Dxc_wfBYYMqMRIOwIYD~)9#V<F(z;Cw?4azX?y!om
zif;GXasLgkXDlYaNgZ^94(~D)$_8D+P)^^N%HN4L^&ABid+NE($To~ENd*8w!@>rs
z5!0Y@PyPLvgKOHOu#wKbbNZIx9E(UO{bBdV(XRQy!0Id<Bd-|o`l0Uc{5r?HTjNb+
zSDDU=8lWR^8CsUw!koVO20Qz;b{l2t%z5r`mDTrlk6hi>gZ=Kjv-JHX8<<;GWl+$w
zx3iT}H5)qT6A1Lrh@K4#SMm*safjo&eRdfCsh6w*Z*DVqi!;!&q4RABiC^7#cR00(
zhkbUw_b%7!XA_GVik!AuomFONC~`F6N)&vv8H|fi6lBw5Xh-a0>I~%%+!@7Wy~hs=
zM#^7<gw3-$c4an72&SE{!?kBiG}g*~yNEt6(B8NjHjdGeGsMLnukzg)VO>=8R`s?J
zy_BuTVcC^y`k78DZ!x`z&jR)0h5y~kg)V)#UugRf7PXxGGK^TU_G6VPYi$zI&E<CV
z@<zARV+z!r&#AOe&P$o1hl6&ZLtFA7hhdW6;rj>l25oB-eF=sXqqZn_e$+<3bA%Qh
zty)tR7DRLWs9A&+@k`vWpK7m+zqk|WKL7mSp0E$CDJ}bwiZ)^Y@smTwi-(Tmayt63
z`nd|A=pd~A&f)Apb@|47rAeJ6+t@2b@m!R<db-0sh+aHc2Gh27Ao{vhEr4!n6MqS^
zXS)bX8_s`m-lDyT(9$J!nc^*8)bs52`B(ej=GCQ>-M4tG>xq~@dvH+}vQ1}9X)TIP
z%1dEzbpysDGCGMD9TwB^-P>hlpnuP6#z&?`g5Spp_z;}tVqw#viHvt(!FAp~k#L5?
z@WZ80pK9dE2@)VSyC4B2G$aIAxMp7=+$vGXSKi8YL|MRg&m#u4B-eJqt6S;WX~_Ac
z+b7f-D>)_6v62n;&<^&nveGLG3#pprOT-$&koO76TQTF6X-J0gGBE5v+#_+?8!8R=
zXG$@QINY%9FZ|rgr!va7r(L4d54zlYDUC7`II%e&RHcIDB40<8nwrSij7~<s<=Evo
zAKrvI6{Q$LSrRNDhq@qiM87=q?4d|Hv01%s06|pMl$+T~JY93Zu`LfeNBW*aJWRH^
z7u_tGY#btM1aHTRKQ=Fy?vU;rdD$-4kwCIg9PlArEc`s=bggnDXh9!2h~_eu%HbpG
zcfuoov1cjItNO;L^IQt@Ks%SZB1U{PoKPIHF~XwgLp%R5&0B^75qr5*S4u%;M6iKD
z%7Nt9C4P{++=AA7ljbb7%CZ-iEL(sm)q+#vRwb0><hfa;qq+kl2??&=XuXUD9IBo9
zz~;@5xCo73Xs<8v5whByP-OP;;kAwF4CFU5matzvW*)q5#zF3?P`r!Qe@VwF%TJT@
zQ6fEfFmR2z9~}i7mwbKCH+~AkDRg?L!}LRm4W0xouA`<hxyxi#r|?a%*Z?>Et)&DO
zUGO8Fb@<rU;LGhqLy}56oSJY+M-uTnltby0NqO(@)skPU0@v!--=bCK_r#OM&irL&
zz<sZa*!=7B?DO#d#}_z%Y(Ew#>_BJ(HZ#zdpXc1<4$e=w{~(XBd7}oa6(;rWY-K$k
zQ6WB;<Re){S?9YTh6GW60lr<i1R2+}QF^JLj^{BSS?pp83H2kSwiyMblvchY7l!|C
z+L<{wWhh22%<_V{ZLu&PC`A03v{pkf!1=Z?fyVgAs6BUudO&qDNc@dv3rvB68A|`y
z8zrdijEUpZu7OX7raNQVql#vF=PP#M(Q4~v`1BT<K{2W?3bPeGEAXyQf3%*kH-<ID
zXUM^f6j;EIk=&1z^2cP%VGOD>B^uclOnB3ThTzTsC+v>Y1B(o@_mPf$j#PwE(ivk-
z=rPx_Z@5umMxE{}R*(p8^i_aNh#zD{edNpaazGh-78P536#n5j{6nbh07B6F^FW#7
zP^mV4HvW4@mj-(SmUh6%dL{YB?Gv>ia{)rm@)W)Sf~t<5j)0y(F0cGM1r~0>Ktb|2
z`HwmVYT1@vmNHHu4f&hYBd_3nD>2&(Vvs(%81b%j$aMtKscAO5d%0WLFxk1qorQ!i
zIDVBx--#j_`IW~IH5f1fm){0+LwO@Sx5D9Tr|O&Qb3=YbZb)7*z{q2>R_KEzRv(xc
z$jeX9gIwG>M@h!x?Y}O?O>30nu##UzRV8bu#x`CmCx^QQRV?)@t)WZkHTddmf>L|o
z%p~8(HWd6;xDB860a|yxx0Rr=B7dsmGjl4tC}{UIPCgz2n_s&Xu`{@sG3_RgDQpNs
zY`C~sF{NaDnTQ3G=w7V)O;G4}-sn)w{BYtd=n9|G==dZ4__aqc#H|$>Xke4{k^Bi}
za!_UijPE@_iwANMfKSUSqXYaAc#HsoypmfQRJssl?tl@Y>lxtvysMPGt6TrP>X^5X
zx^V<ZRC{v_{NuWPiJ#^1(Mou3MZ#k@0fGAmWU~_&yA&x=s9+IIIR?cGC*_y#6c)$g
zT+?=1E-T}Z&%I&S7c9xJ8TLvnXLW($5NXyG)*yQS4r8zBM(75YZ&#Hs8}VH352vQm
zwT)Mr_6%D4J}9N)?tT6Ris9H=<?kOY+QGthV7yqmT;d1nX`=IYK`}d=xK;g-*LE*Y
z@D45hEbI6iIVV-mE`FY$|B91n%_bUGan-$ob*q*UV~U;EW!MS-CbmK2l_14y12==y
zPxqSVqj2V^RiYORzco>u34UjWD}5?My!~^LnTu@CdDpd#oz6w1)IAKvh#l(KdM^NK
z1Cze=RJV)J%h31X_q%)Aq2D+^SGEjA;YsIeBzR$&{VYBIF;}P)e#TkdZk4Hr?ZxO~
zeTJAaUK-}Mj=R@Cfe+Dq^X4?<9Dk1sM=g`Dn71e+FKxd-ozBjK;uox%Ag75+whHxO
zPK0!C@N1vS5cBpKcoW(xoLS`i%3H|%)Pg3@$^@L<%PLBc+M5Uk(LGO{EWWH2bN=uS
z(nsHIzSC9k{u`%heQD11`%?wgA5L>8&9K)d?lC#+p$&c-4@o>`buL>k{o?|s$hc9v
zpoV;dv2BAIZ&#Ej6YH0~a~tt$r{}&bhm!YY+AB6X({3v1N*7iR>?ZKi9@fB+kZRC<
zhxdTxIhl~qpxZ~SS-db&kK-+5n<`ZT{Bx^V;Cqw@*vBAO2zWh&LIVl{%_2K&y%3fC
zHT4K!`f(&4{^^{k59{j#qJiYZ1~zug3*^nz_TOJT5!<=c+z+TbIg{*v{4RQ}#F;LM
zE|ueLVoQIZu0ywDGWqHog7@H9vh=HhkC<7<^(mp3oO*v&ZFEfHG_>V3xOc{MsQGU;
z$y83kNpC4sCm>8RSh82f!v)Dt^GkzW#essmy(=sP_N|{G(GpX}_Cl_vc|&_^+v~bl
z--OX~6q}V(l*8Sfs%EDUvYcQGQ6ea=P@R+a?HAMK<N4k@@XkV~VU9bFcrhwnb>3Pf
zYVhSFESsZLwRPF-Ust!EjVj2JWOL)$VPSe6J{N|6@0W((A8*}X(s*Js!pGw;<ZENz
zz_u{%5ObQ}w@I0$>w8hY<MFJiAf;w@{7d*8As<MUq9i7HR)YH$ZqrUXcqH6~Faf6*
zfo`I(V;2z{<{)~>Z^mwUr{1q_N3{yY_2WCch%--%Umt7v$36|-I1_FMf=KW7`kI4)
zZb9|Tu3r{hhg{oUfs2dix+Sc$ae@1TlMA~w*s8yxdcz1G)<+qaQ8Pw}Us`Nl^vq4t
z_TDbs6`qo$)IxkLo$KD4ksaZj8A$S%^lX=mC(cTI*a~*gq<X<nPCgm;rDSm{y##0R
z-O3u_mqu$@Y@-|P>k8EAsM^Gt-M!;a%s-1#FiRw?WHAYB_7cmt8tPPL3BLHdSsVgB
zW)HrwZa%v|h^hqPNTBTvoYOQlV?b@~10<}Y0|UXa=}&yS49Q!IW;L_8*BUR{j8&Gr
z_*|fxvH!p`x9U42Z6IoZwTNl`m+;z9RQ!bn3PnxC>0IAp(xEwn28t4aZo%#BxnUQ6
zbbX30r9Zq)k?q=9`M&(q2uXoTF+0o;4a5`ELE8IDx9ia9pfl{dP0~OVUSzK7TzaeZ
z_Coe(a~}P;m$Yl3O0!GjVY_ua%4J&QOYee-EZN|LmEBfg<`Job=2E_k^PPI`IAS}w
zhX&Inm71oJbK%9jIkf9H$c$zJKW;0Yc>nq3@2PoJ?5{pl`JQIT3!f58xQ}d>SqkD2
zYhm-`tV&Q2CO!52l!S1YO^yOLDRxw;7x)vhS9wn^mh-khZz<~PP`f-^Rt%E~7MWVv
zz-gGQF1o$!XgQ}-^XI41e5XAv%xRLZP6X66f&~nB8p3>4m}*G-eiCQ+Y|3fFJiFh`
zy9PKAKa(+S|9N|$e{>-t))(m8^|*RQB++3hS@x%S>UMF#OFt#qC}aTVoDE&0c@&1s
z?UR68Bh>y9b~%eyjT8GTC3J-oJoTAD8dnrM3&Y9GRnKp!C^eQA<Bs`;@{>{amGKJt
z17;Q6iqi$E?Osr0uj`M7<04Z>k9EW~Ue#eWsM(u?<L~#~;Hzq#)(UXa1rh}#kc<bs
zIUYc~Y+ZD#BuESj4^QVXSG!&)UZQ;|j|y>dZx9ZKVX%VV8NpP-QKK82NlHLS69%N-
zSKXsxrzu??r_SR9^uzFGQ!_RlMcg{1-qi47I4SZ->^T32sk08NYWu#vib|JsgMxG^
zARr;#-3`(mhfZk_kdp51?v|1U>F)0CdKcGwzrWYNeC~6+XYYO1UVH92$M_5@WtmaB
zA{+6N`24=syMkJqv8?%!+Mu4#uSF0BV@uLjec$`HIk%<il6FW3U#Uh{fvw+QCF2z~
zHlszmc!tN<-i<d~UXJc9$_00z3SWBj1)XStF%E;ne?DYlK_j6=!mOTUdS0)s4pw|K
z9xCRVc;|Tx>^U*Y*KiH&wM!;W46A$wH>M@OrQAyyu7<VIWy^>A_X^Ryz2#sxcs#$x
zid4y)BQo>2>NzIYF`!k1e$Mp4lCg4V=X1e%A-W||jnSuA261+)gVL_omSNjv8(}}A
z#&(tIYo-3c)${Oi84l+d6&<~iVOM%5lmfM%N<!T`zwVUso2!!{fJR!xD%Y$&6+|){
zF*XN0SHgG0c=(q2?+%~|F_dVZM|2`zKETluU%mfxm(509y1{U;$J)L8fHy+ZR3=|g
zt^NQ|`I%h7gsgXCRzR&u_N9>yoe;_F!8DRqjfrcnslYCV4m_L*%yjEBUa1|`<68h>
zhnXhE>%$k_#sehCV0NKY-QwoK`dEwUBhq#7+qJGdbyN)({P_4Bj#ePn5=?i@#`DJk
zYAE(>s?l*dHa<T3a30P*ri+{1ZfRoI5(m6hn=DS>?LmLUUyL<V0v?;&`uF5JLu}U`
zk!GmHT;t7od8f0#dCR$x7lMFjU+9}G_a<@j1nAT-<ZDa%u#IVVwKg9&7uF83t@Ywq
zo4kzq*lisq)hK1Xz9x*O_BzRAHpASCaEY*z`_IBg9-<s<WS+$3CmoK$stn9(Ys251
zQcgd%u}4ylxIIzJFMiAnTrjCQnd&>+*Hb-4p5mU6m~>?jgoUb*n=xgVo!d{elj4r5
z;Uh{S5w3H<*|iRPUO+Xid{<8H9af2Jx*xU=9w9ooLJ4`sS=J@payN0pq@t>GV}ucv
z7=<8(5QB|=b@nF*D_KKZpF>C9L-`e=SM=RgN+=`rWx)A2<_?u#;?Fl7zTH3b**z@e
ze(1kC8aw)`0LNl+8985sT<P~RcFfJ<R@>K3EG*xZWy=ga%f3)oZm!@3UDG~{G(!9A
zQ4p|yd8#&3@tA02X_Q2|cbiKF+)3yMQCTYA%)rt5+4DhvOZj+lrp(I0>@ddflCCgZ
zO;v?8x^(b^`!gXeEbRT>?exve!`cxVRe(F|#u>J)nVp2=qIZKADz-k!fKklwQC5{n
z-?~t?VB6~YNelPGeMYWOa59AA`HEPKs0uEG<yht9H*wI89gXQ^RpH0GvslB>LV42!
zDnkX-Ilon171hKm>6dH<PQuAMVBnxdc>hKNb)o!-Nkh=pxLB(Q`(pk(2*d?ahy1Q?
zJuj&zi2sQOB+Rd))aML94j!6_ZWve>mWNM0ETD;+(Sq;6+@^vMb)qJj#P!a7OFtzy
z!+{T<kV{G!?TmhUH_><d8Dx8DQ+pGbuVD<y+-lxZ(dIMRkUEBXiCK}I^@7H1O}pjC
z<0cmOt-Xp0p~g_{iJrx}FoQzSOnLjjd*n+afH_*n{|k9}jE~E}E9ZqIkKq*|EDr35
z%vk5}5bCOvuuTA$T~BzPY@7WTL_MEht6W{6B<R9gKWh<p?5*5mitWo-5SrJWn}%00
z+*ohh=7rBtufhIANEC}5@I95ic43()y%S~7$wb~VDib=t#9yO}ty4IC<l;r)L@>vC
zWGwj~xc#{Bq%<i(&U4SFI&wQNRB%C;tLw)tVa<6NqA<de(6EKNR3gum^WWN0gOwiM
zJRq9i<)qO_t(&K0)G<z&Gnk1LOLa82ebu^oY<*W)YRgM%WG$}$lz;0T_2(21g1bFN
zgSV0x7s7T9^pG0exE@|n@Ax()DC4EJyWQAJ#+WZLdU1ag{p|2!c@~R+umb4q;Njp_
zEWg@Nb*sfCMzB2-^=?K044xsLEWuV;xcZX(wglk<S42<0`($qmw=<FJw=J8gGQ~e~
zKA(9sh<34!)AF$EO<lH%6-wziu^Cajae1VT3k=t8r&gI)+4p&w7)41fLMTW~O4Kl~
zlD!*Cf4<BK2J1vVf}Up`kyuornm3NNxw;F=H8LpSMv9OjbvBhNK%d%owuB5%6M;-f
zgLqMw)t9N+kA`3+T$WPyD^r^D%G>?$de>$pEQ)b~4@u6r=pvkm>*tnmBG2hO>9?`O
zczY-c)$?@f-pP~}ondJnC1O&hEnPEr-!73&<Y+G>x<}kHhPe(X1PsPY&@Nc7nimY0
zjgNjDW}~E$;6c=K#d2ouG5$=(H%nc9I-?a^21Cy8i0KvTIM(=zB4f9PIBIQo^l2E(
zgY6?){x`(RhllvdmkQ><_ay)QWw;9>9cURy#sA&(=C2zoKnYg$Z&!rZ<NF!D_AbEq
z0}VT;?baV4RsjsIAdF26<deVQz6!klo4<<gBFMz@1MV(c9y^->h@g-a>Dk|j@iA3e
zJ7kFw#1p_a`U0F+Y(m20^=3+e61<1K|3CI%m~<Q2%*`X9`ACS3ebTFeel-IN3&^X7
z&iKa(<ds{vb%d{dhROz1wLo&15FdZyf(fz}4E{O-`1P~8$w@)*D3D&fK|{+4>iGQ|
zQ;h4s@0W?)3=0pp-W*H<=TH~O;dDYuO#EwhHsP_%?7yp^Ne1VPbhj;pj2t=%wBSvb
z3odGF1mTajEswW*6+_tnMqKrZ>Ll|yI$i;(4N!}*abo#|goI2Msda75gAhL8dniP=
zuX)kTBPi%c!wqB}b7+5v{<}=+rOf_7UOWWEC<&I$+fjYsi{>i~hk*Y7<KL?t@btg;
z4h@w87&<^g`=k04<q7iyC;-$pu>1WZbpW4npg#IYM@I)#-yk!Blamw7*g!f7h`j}3
zB;}L;{e*50iW@*$Qg6S%v$RxdI!Om)@n3t$|NiWnWVRk|s#&t;3ypCeoF^bK1UyRj
z0PN%6P!1Ut%9BGyR}h;H#En1-QWX+10Dz;w|4u_N0{y>p5*}Ix0zo`Lq65nVWMYCV
z49-dFAAkHy9(hGuN2EJ4cvI6|DieHm+koMJ{FN_dRE9TUMS#@+=-ZxTrXci!viL4$
z60)=qPQ|Ud3NNNklgVo*l)szp-{za2Nyjg>4w2n}qm4~t==?rj+9{FU0LMOp)t{bW
z&ir9>Z~PNwGgF=D`#L>z6~#EJ427$pJjXKmku+~-KI2S!)2ef&s?wj%2A?u}J8Kiq
zv2sb|Zd4enXg$Apn|`GL$2ixEhldC3fnwpE3Rh(3_?0u^ZG-V#oQiystr@r%Vw~j+
zYyvx}vOA)MGVf?r^O6b^Uw(b7AQ>!cnq_;5vhR%9Z5nn#e?m1{Va|NAwg<23dj9P~
z{ng#eb5ym0un)N7=kx_MKZh6mdU^ZYo^Np#2^i3TBm~(xNKTdPt9N}PP81XC>K}Sk
zJ)#A(Cx&bF1b!-OPgkjJQ;tBcz?}j72ic*CwY9ZVQ_3MjaxIz3P;%VER8ce^<>(?s
zjyb}TqN0+b@=ycyrsLwK%V|i&>{;>?lCr}3(CbuAe6O?R*LIae$-YNYul2g>_xSwW
zsW(<&74kPDDLa#k3-=76EFWJTZ?M)>@@d=N?zLs)<o0<^z!+CI-oY)v5}B2ceuBTO
zq9UBye*Y&e=b+JPha{^WiG6oae<zZQUd$j{ez9%DRBsTryCRlGg2AcqmvkYslB9!d
z`g7mLR}f=~49)cCl;t$%yfOoO2(-splu0hBjfhz~&$GHmPRLzkg!Q-cyqzm)IJItn
zR?S=wYQz`2zs*9QVT+=~xPBXDLn0e~|6)wB#$kJU8-&49Hg~+pvhw4AN)Y79;(7B{
zt~<4eH;W=mkCNWc1*RW!R-MT6wdE&1nas^n$Kw^C$dig?&;b}gFwmTCa``lxZ7(hT
z2dH6BfWmetkxlO2ROU`f15j%GADs?jIw4<P)#c+*_6&NI)L^q%&8D;yC9wg#p4FG|
zB)9wAfsI9fGhF7Yh;hPNlz@(n180jaA5=Ucgc&X!pUxxC+w8~f(pC%q;i#sH5)O{j
z{_z>eY)8<oc=21;;Tg!So|2gE<bI_3qXvYYh154D0XuF(`}kQ;;ef?U&OjZnG{psL
zxGA>%4{x+?Cu2SnzM9qA(rm;1)_ZGk^-woiEm6N!K1xf*PH8a9QZlIF#_mvGq4((N
zTSGFf-xXQO-<nUQP#3@~(cm)KqQyN_y$?pIM>~HQZN^Ph935lxD8DwkxV~{X`UYe=
zuQcS$AC;>z<4u$-6~-cc&~jW|+?S`b%>%-%?d8!&S5=ofbz(r44-i2l7tQ)$<LC<s
zn5;$3XeB4&S8ID3He4)la{b`6`a%|Cdd^te-+@N{GR}M!cAI+#wL#0pnItHdFj@8t
zN$jwAUV1S=zpw65x`T`op>$<$YM-^jXdt?=59$8*n-oZzuNscR5AX1!U=?Ho&@T$v
zpOzyh5sXWqrk7x-cu)}^{lRI6z7pjtMu+31@5_K!MiW%s-%g^X;+hiGD><mWK~$=M
zI8`O#6-C(;7%s}QFWp5p9yfr3iS^6EOut|UC|hEGm&=~mIzB%VZ6#_x{-ic9{ioF!
zu1|a-3(E4#6~bV}bUCh>KBv7tr(AdM93*T|!-n<q2k|XWJk>ICp;PB<XVC*H$E2?b
zpG(QcW5=JRC9y3_O%*Tju3A3&a5j*15L?F;u^siXz2`Kj-#z=GNZ>-WyT5iwilo~6
zwz!se=>?cw?H&~Gn#`YPcyP^J7~vss#;B;83&1MzmYh}X&Vu$Mx8x)0Pi#_j)wkwk
zp5WypBT)#<tlhu0f16#d2|}l+Qd1Y4+v}?sw$LKD?;V_!q?}2BYu@++oH$ep`HdGd
zrgyMC_WLu8Nl3qdKx`=Ka}KJpg~fwS5gSDmoBg<cK_?Jbe7c*k+z%sSxx2{NR9NOy
zuG#xhjB_@BqjmFD?SAx=5;DP;%*FWxJbz^M+tW)t_j}Z1Joo(?i|$KP55h+MxwIk=
zjRmHQ{tfHR>IXZWT`eqBly<C|dpqmfjv&0Q#Ls5#pWi7&(?-q~*BLTy&?Lf<PI0c<
zxH{(FX8n=yNStMVjze#Dv${tMy+4pE55ve~!T32?z2?rz{k8)>;kQQRr?N|<(S;nD
z`vM~51@?`OXxQR_8f>=-r!KTir9hjXD^5cQ2xs^CF+$#g$wjIz)n@C{jh&+g1NXNV
zZZoy8?p)?0XT}LX0$nC6lIEiz1-T5$w8ar-BjXivpGbHLCJyX&eZ`Xt(I;bUQ@+O9
z?8y~to|`SAeqClGwmc#oXl%Skg?W+zX}Y05cS~lm4A-_K$B*iR?-g&dAE@9X=gC%n
zmCUs;Sgq|`R_CMIrJ@F}V7l;Pdw%y*fO<u?@IB<c(L=GBlSK8Aoz7B{lJEUTQo{u$
zWli^4;pkSR3&Ycb(yT)`C#8uVoU-c|NK)Q;yRFZ!N7aYKbSY|+r{nr}avIAO$G-AR
zj-8>7vJUBFD@;W=Or__W4dd-Ca6wVDS3qkRQkw>uD~H52|E{(**f?aY_~cujI+8c-
z#NPO<Rus9g!$fgl_&Hr95<#sDSH-uu2Y*`3*{(fA`&n5Iy+4szD#f{>>hEg{rQdL(
znAh$>Z8-202Fygzm&k7sROb__U3s*r2;R7H!#K(5PF06a-93VXE_?N;k7=%4sHK^O
zP*QHi))#eRTs(@qZ!xxz?^fVeRIlt%hwH46D;gLdR03t@RGS4__@GN}4oQ^=a-+Ry
zI0XIqW~P~wJ;E}=6rzX5>xGTd$q<K6gxee+1fttS_1YYxuY#{gB>Cd^j7NI%<tjiV
zDZ%b~%2J7%+Jc4fvl^0|`HLDaF05qO&3e6k0}9&~wdVu(cXz;w=ni6eL6XsYqtoc*
zWKAl{!iT4rHelNW!ckBoX7K@u9xycS4QKcRSc{7jhyNTN^!I@lWIuB4W3?8Eb`RC#
z)fjS?qTgxW?|)li)A%9&sx~-sXvhf`SgV^?i#gw}GhQPOO1tkYO6mNQ!g4oZdP=lg
zBh}pGc5+P+>5K8&>~k=k$g(+_25ks^5uP>sdnPhw5=eXQM~3^^_nQ1`@r#K~mO_a$
z4|?r~hSfpa%WtM)K{rTc^b8Q&+ROu}h1@1WS-l&>zR{?4rMQfg32CpY{<z09k9YUz
z(%SU762V&b*UK{86hEn`C=;`>w|8mrQ|gjrXwWR0g;7hWJ|b$IsXj+<E1FNJM!v6a
zHW`@B7dWIE$j_Tl4BFG`YLZbasWyKpHlMveib=aJA_5eH6#8wM#5U)+m$*b<vr}R|
zG0Nx;ctSS<>f>~JR;t1+(t+KMA1)4jpv@uvdSsowMzZ+UTyc|7Qawpz2wb+|iW?3;
zH{N-JP}6Ho^I4}V<5M6xSk!Ft;j3R{_49u=KS*ovUSX;{-fJ9fZyv8rx=^>ghuk}m
zq>aM-p*alxN7o+J-ia!SCY_uZS}*1uy;i)K>B$H-T(OC4t+sS(i+uF1D6?BfeW5Ac
zR7ckMt0--wLTH>XICZRyEtRSi)=n09bk1TFzLpf$=A#@0n$Og;_*&rHQ?H@Zku1xY
zL+rMHkyn@29ocLDlzCN)a(j#Wpl2LSo!n5#dfeDZT}gOD;{47PJ8i45@n@s#B+F*i
zM|=c%2HI#&k1(vdJ3f{IxYJTJC5`WwIbr9DDn{*Vg=;`Q(t4ybGC!Ve+LUyzIIl^j
zo<wFsXYt9S^0sWfIXVm$GG}W!x=ij5&!@U=;<<-n(|sy!-ZwLER?nlx%EmDF9QL^v
zffB|nEf1!iZIE?AO9dAdk|&B<UwL#!ONNEHQ-i*qVX7Aal0C}IKs~h&Xs}gwfEEAU
zwdO03^*<TvmVxzz7K936l&9kn5bW>ln1Il*1C5ujUIBLk%!$)lADFBdf@q50x|0YG
z?xO)IrLB<KQmt4yd@Y@7n=kZ)btX%b{{24J!&Mm*eI9oaLKgU3C@w)dP=FsdFu`4O
z$k1H1K2)Lh_~!0;Euu$g%dd7<Z)Sh7FqF9H@VB!pGRkTwk#)sH*6dp%{Q}fOi0`D}
zDMRSYaUp{i_ii$r0~eb^0&|=gFpKRY!nMdJms-UQzuCBq=P6U2pkjz5Sa9a&7`MGp
zxF6aURFw4MP7;}+n_;ZhzYDny`&Azjo9)j)TxeO5ucoU*Tvl0@TRd7P#--z%iqusj
zi=3$qU^x60t!Nu(9e%xBZ0PEOJEn^|kSjzFaqKVFIH=nBQtsgYgUv}!Zv0f#6zRdu
z!*wQ?ak96`KIy14h>Rru!{y%c2S_y%?@g&d5Ln9To8R2Fg5wD7c8)s;5piEXoWSc|
zC&Q1wXi+V()PWShn2z<C!a!Z+-_X1Z-_;PV>b&|%q4QJoE}G%1E`q;LgUgBD2~*y%
znNyLg@xk68*wGyU!-U#olX~}Ju(AA#xq0<t>nx8%S?ku+qy95}$BWs94wkzwM(v%J
z@T2xdFK&adf7aed{<Dh7$X63bzaz4n?WT!ATkzPQe}&gXs|XOhUgY-aE-!0gJA%Z-
z(ab4$j+QqH4%Ri)GnTx?Cv?}2njK{Jwb#5M>=XYgqiME`*XI1{?eNCwV?u+T%==Mg
zceWh;oO6zmit~pFFyPWQ1x@zBE?$pFO3{&|D|xrdKBN8>o#`@WFm&qeq%0hZJT}X+
zx{-XHXja>x116cJ=X1+W$tQ_XUk6(0TT2EWSmw;P^yXoUyF0^z>Z{iGqsfML+zK7~
z?rDAPD==sF51~COBB~S8{w%YRl9B?C9+S}@ZD0^hehbhiMiYf`KgFm)z|CTv+!pfA
zf-iWV>9echt#4g(+CRw-_kP-W@4Dy<H>HAH2)+1pG^HHyLNpd~$X6W1v2pe;gk!6P
z1n^aupnIavufOU)YEG39j=7v3ew;*v%(31ij(hDk7;0*Mn$ut1s!)Wt2v{E76-xGW
zDRr8wOQ?QexJR)WVzcVII>i%AF2i>F-8mu=O%e(xTK=J_%-tu<CZ%Uwx`Z{m2<Ms)
zsmB`U0`H*RNtwG%|Mn*}GV=V{V_IkzG|`;t)J=+v3+-<Wb?!O++sq)T60V_v@Kc{>
z!R}LDuMW<48a$Nynl}6`m`!fnkM)20`Z`>O&Y6z!>jA}FTym(w;HbiBey(_aZvO-M
zXBKLse&tKms(BOl05<o#;S4IbWC%)7q_02pJr{2D{C>MC@4`DFrW4Wq6x)kJhZs6(
zkv}@Weu;B)Z?_^K#!aK54he>Oij$PZE@%lKsxff(HIV{a*<JJFb9Umg%dV76^``tP
z^V3cFwf+fYB$U^B{pXlUeT)b76ZlsRmg2P`NVlvx-@`6bNW4;hS>6;Fwv;JgFK00w
zead9=<E7f&xM(aldtLFfyD?$4kw0bB%+4(>Ubv#@bCA`?Zyy>FWlB8U2aWl_JR)v6
zD>i_8Ine3z=JwHxr6CP|r_y~QcxDXS+`dN1oe|Hj+ayC%JXn=d^X;}aA{?+i6DKve
zxcF9~q8-l>Y;{E>Zzg>{7tQJ{ZRdMc@*0=UIZ~s~j=|@a<`M1f=A%CwE<AFju#_~m
z=6Yh^b?wmc59rSmvnt3NhoPe$J~@6dS7k5hj_j|VwAd;Rh8o>>%U8%!=_$hcQP>YK
zJYNk~`o%u#Ebf9F7!xgORyNn|RJ|cKm`|qYCr^UvsoC^}VrNjNBzxGo=hG-SoM+Xu
zUa{F$@AS`_XP$QdS^G1>Jt!ku>5OD!O;`_#kf)OTd_rwU%j*W<P-Cly&zIZ%fkAe<
z(s&e9=hq>yKg88Vl0Q2f^qu>V%6-)HL_XA*s#%>uE%52KivCO<f^gKL*ED&)bihDF
zPx*oE{ml(yLJ+h)$+7Q!v_s;<dGr0=j?AMP(nFxkHp5K}vdf|kf^e`X{PFh&n~u#L
z#*{vPH;!Uo%5~8^=|eTt7$hfd)>E2~%w1W*u#(O0bI5`3?$EOIRM9c9-pa0iJWNFR
z=JU<J?OhN~a&oxo#P32?RJY>|f*8ZEu9bc$#T<$LQ{K?;`Ul=A6$Yr+QSG<#@ywj>
zqV`1#n9s#xpi^Y_i|f=lltzA(cksOpEZ>UVDpG5Yi6`IWnob|m?+l6*5EQhW#cb9y
z)^W;8$@^r%PoqYtU&ctyP<m7k|Dhryofr)ce*2TM-m91B@m!Z{23J@7#cEh}U-f62
zZf_JxHm@sTmNnaZ;@Z4@caG~J&mGj3U*AL_wjm-#FESWstI*eC7MdX#X{y+>>1VCc
zi<$VRnzoH1ZDLj!mAD>f@u+I^)KSb!IO6+uUX?<EVk=<b8`JaJ;lIVaA{eAcwS}ow
z_d$}qtHA5mr~BLxAiy;c2>M7_kj-t<vtMGSJ~?D@)r1tZbQ%>XGuJ(39P>*YbF=jP
z3+4SzF_|>bhTG-!*sj*sMeDOf=Aq(f$w72w*O4!|ez-So491^3OuBSBF+w$|wN{Dt
ziq32{TTTz?OFl?)WOvM*1lwfI4NeZ;W!H_%QP(2g!2H~?p<H`2WBxQ}su9fyO#8FL
zW_9Zh%=f^Y4~T=0ky2bd+Q2gjJdKEOa3fUYq@-)Wjs;wS4iJc3sE5d6ul#y5OvZSk
zu^?5{t9N43Ut8(4VqdVM)8#7b=o`PRB<*V{&wO)haxiPFiqM24Be11HT;iuBr+2|y
zkSa&UnIQH~YC)4z*3`9C{nbazxm{shiZgmK-ER?^Jj}w|ugI`2Dhh{%$o6rxYG*oG
z9egjxy$nlf>Q$2Wz9Qsw^0t4&?MU8X6O58g{c+_5i?CpkmD9b6561RI%LwR!&LNtz
zL!Nm_1Z45=KdX@pDPE%dTxp1dTMj~WDiMLBH-jUR=pLN!i-PNbNf31n&(_9HIEwd<
z@9gi3z@sFKCbaycPnOl;rQCW0kBri*$4h&Hm7|mGyAZfToK>6G(eg7sl2fhd;JexT
zA=yC7P1tdiilZ1Jc)3Cp&Y<pu90eYN?-6-YH;FX41{Q91l|_OE)+Okgt&xVXHGbzf
zc3Diq^lK5uWo<W^jOYT<WMtC4zSop2+osQ6Q*(OY@w!X$+%V_qEbH??`?|9WA3K?B
zKC1Gn6vRVJY%e0)Zm76PHT&2sXG{hxgrgvIhW!ota5%q(EY`)$9x{Wm=}A!3wp;2`
zN$_zEs4GZt*keYNO%=7`igLbq*MJA*y~V52%1ZTWGZiBvBjB@t1P)^0>8{|NBlivP
zvphO+e&Xu@msVzXOVo7_c}i?-?A}~m1pqD+e73*aNU&74#((zzHEq+tN&%u8T!5|e
z17s8P*$Lo?&pw@pL;TCB3Q!7s+d>k^_lQvkx@W+l>jJV4{$as-5mQkMaFJZ^O;-Rn
z;W4*T8E_s733dH{jb$(~_yTa^z(YMZH@75^`F-(b^#8ixpkoZc<L0x~MY37Fpgk=Z
zjLit3s)~t9y#M#zDG+RSTcf8VWHPb>^=+0|%u{&B|9arxxh(Z@@$kT);U4&GfdhSa
zuI^)o1NGBjBfVU9ExsLe=z&LdxKyVd%!Vfllq}nPV1Z)%zYjo=baZq8gM{r7qLku(
zW6aObU$z$cR{&b_=B80CJU;&BY+DXQv8^;KxBhozL2o&sIUf~ub^euzf{zxm9km#c
z-DUk=d32-u?-KJ84W%*t-)9_=fK{03!v`CT<MVUcXxIOJ3`|ZACBQGK1nj2(p#bcX
zgdg;}0sjD}DGHz#c~GLFz#!{r9zYbpTm-z*R)E*m($cMoBD@TG9#rrFey4Wwt9&f@
z(N(+%E4<&KM32C^K?s5+A7?)!ms0(x3f-0X^a)qYSv*}te6-_d!dj3Lq)CKnQu!+u
zTB#BWP42f>C=Fix{HXFwxFLe5)ahTLF+$)*<ioPPMs~Lin;#E;*|6dxL1z)Tc?>ye
z13Rd_fua4vBj5(Jv$Fo1C+^qo*4TJNytxAUbQ!uxU^o$i%j|r2+@<BRUj@9rBOnB2
zc=Ydx#FBL28GJE{=YYZ(lWZbYlqfqv0Y6(V|H;V-7$7V<?-l{m|07@pOcg5rm-lV{
zOTq-iVn~E{%)C7A>gw8DTl-RM1uL_z7KidIVk-B)d>WRe_ZTeqT#Am($mnpdI=oeV
zqLh$a&!AoaZU<qL%jE;OIL;tp8#H|{_h+#zK-XVT>hG#)UcO)_A$g98Z_%usL1+>p
zn1$*7`Vu$sS&!)EM`4Q)7&L|NqFE~z8tcE@04oXLq0gptLz$_hx_%J+8^M!nS!=xs
z2&l0xJzIP<@(5bf!J-FR>gtIJ34Qv0ylG&Px#5>^yQKcQ3tv<!2f(c<XlQ`3S3iZz
z4G^^>A|qYSch<MJjn^76NdBe_Rq+U{r#1vxW^eWkzSq+f>5<80>d(FQll-M+X?bXv
z?DQV^=`Fx2-55y7$;uLe;MLmXvTmeywLF}cfcxxpI)cv+A+6@aF1!e}B3pCjW{FZv
z@XLY&&wgpLLZ-|uwSz7<Tckoq8st1?bWQfcwaln>4f5CTp7%z`$4j>RZ)N7waE>hY
zLUIyR@55dr7t&C@dyZhxLHv72RwW`>`v#-dGT-j|47@lBBCL6y&61#sNm$j&=_}TB
zi*@%y_mvbhhbAVwP{`6aZ=I;z%#DK2tSP|F02YO2oekNiPY!_ZlJwa@@J`&-n3p{U
z6<l5b_ZkKG273ObU+*(=FzkL<xaI0u#xakbPgWh)+fRQ%0KU3jBqj<%Dlx;j0ov0M
z;ah}_O1)9XtB98{E>-oOVuQKMj7ELr%H;QC(9uC*<W*;T>&U|*z+osVr9?-_m#4o@
zZ&#OL`$n5JzZ_kjHAXYeM51<>DtSgY;_O8B_*d_V!n=z}?H5#iy87G0J9|ZM83Li(
zIC90=j>zGus<LY)x1;SF7OmNjHu~L)-a}h(yfXs91V>HnT~A2h*CM4Lt`9Jz+E&1H
z0YsfgM2UJ)MM34Hrv4fnJa~o5dUAS-_}Uv+L`+OfL}Xc($LlAbM4B8~W%-M&Lg_0E
zEQ+5tQ5Mg#5Ryd&EIg|jS~@1f^p&vCb8T#n<aQek;A^Npt7)iqytebouEo}2`Vd!~
z6K>lZB)Y>FSi%vCq5q*O0-BjZ>06;NCAG9sP`QfrYwF$+TsV3HMH|tmM2vYk^j<58
zF&iB248@E$lK$9wPItoUbT6eTMGrnOikZCB?yOr+2dZ3OTe!>cbY)il0q7gOxfWMv
zQh!mBM9E~W=<4rzv>_=`zv-nD-(`9x@Dd8jkiL}0+%;6UDd<ZPt2J@rCA~5p)AvM7
zr+(wpxVd$EYU-6jBjpiu3}bhyU)p$pM@i*g6uc=z&q<ZB9e!tBg^I1z{2NUQrOG>;
z5&Di+F?S)c?64^Ab}_aLc_l4xpxAhpUN=Tve`*fmvcIuWZ8Dx8_ZE-E4B+BJ0|K<i
z<&oaMAtdAi3?H!gXJ=+Gv9QD*KExrUzsPBJzh{59Zq;HWMm~VK+2cJSScnhlaN!M@
ztVJ0L_y5G6C@I#x9L;uZ;`g}L-V(x9uakP{tJ$s}^MF~DlWq3rnMDY@>1_2B{R77N
zV8d0X>&S8Pkg9}?%*MvRFi};g$*uifPRjb;e1Sqi)ry|R_7_$-$&|WdzM5PX^HrB~
zx_TSmZT{i}N!IVD7(C74)Ivlmx{$q<)&vtBAMuQ)ts%^&9s|yHmizwl$m{2_w}lwc
z!}6kb%D)f~14%S>k%%giiev9zB%B5t$fb-N#lyMrSywJE*zMOJrsrIo5!CcS^sJT&
z&7A^2saQwbCuG@AjLxu0RKlxP6wJ!4+PJ4+d=I+t@0<SosoWO^uA<T-M6V)6--5mj
zP3%>qKkMUzMni4L#J2H15!6?&lB;Qd=N~X|XWx51H~Z3>Q}frBed-gX5ks!I!kL`D
zA)4MZoEmXZ?yzsw(j~5HI~*~nu0>2ZXX4|y{5pLs&|gKCaElKg`|G=pd|5)yRPWGK
zVNUF1i?VF)QhP?kU=+>}%bgVKWJJw$RFN0X{jEdw5(Z07;L`Qv)|;S`ypD_GS(NvV
zlgcccDP{}sytvw$PHQMKp9SHLiK}0gl=peSJUBa1YJKi(!nJq8QyWoawc<mLMzu@@
z>nhnH^XTg9#zlJAMv|`ROR3KH0`(_K)$sbBXQ}ERit!|okr5(>K9tb=nm)|t&@5+S
zSHyQf4gX@~+DMf*tuJAn?xj1@$bmA)zo;pl-*=I%Wu(S~EcNPuDtlpJp|!R3@p{Mu
z&?^8D1q(#>nh3G2ZET!Gs;a1fic8$GBq#_zgpC6xUKWaA&tZK2By4gDrKC*gSdE!Z
zuk%Pd09rn-@U!pkd!nxF%i4FzXhT=$rwuo{+~zXRshjpxk0})v!ZU^sJ)Z3noi5xm
z?k_alC?>>)a*HH!ab~x7d2K=y@pABcT%`q5bCxL@bwKHVvgmLdrQ8Ymq|0@;wX<7P
z^7uz0Jo>%wu-NAEIoY<4<CQtT^w_m}G<sq3tUN=^;J{SBpqJwkXX^-68Y=Z^XKDw=
zJERi)cWZ-gXK|7C_WkR|At=qE4Eeu$)!>GUqOr>Cv=%FG&Bmv|-NDvuGADDnOyUV~
z$g2i{i6P8`63mbk!wOve2G?etct^M2MCaI;jXm4qnm;1;lXByR14wjABYuR!SHEXN
zNZ3)4i0wlQ9BsZJL_M0_Lh0D!TDdwXJC(0UVBFmF;bXa=iXn6&QJa+LjuC^j-u%K`
zL@x?eHN-&YlC{2vfnc;Rv9ogh=HPlWh_w59{hN_DzKR8v+C_0`U)C$gl|KqGb)Z)2
z8?tYb$Mpwfo4oNcjh$YbrM@K}bGm$4lM>*L_o_x)6xVknj~s?bN!}zo<d9FRq(n3w
z2_XbPmysk1o8Og{pDFp=z6&;mC*hFwHPR`({w5MKcXIb3S&cdqEw8hxjq-&#Le~&f
z`^}K4LNwveAL-HvTABz)WkHF08^fBlGqoGFCw((z!FVeRw<;Ze#5=)Mn{4XB{X3Nu
zYjLoj)n@jq7v0%vly&ryp*&QV*VdRoDa=ZY{pXU1)r#0dRi+3hVtn9<R|HZt$N>E9
z4g#uiP_R;B(PrWwAm<&n7>rn#FbXyPhK+yDEyIC-j&F_aQlcfS#c{QSyQ_P2Mu@Sd
z1K~QWu%H3!ipN_WNoa<nrdyHzcjY0<{6W*!<wBPh4{hW4`<r=t#zPNcv+6^X;c|uL
z>(dpKZ>(BMc|IQ<9v=cWXo)}ew)yyr>DZ3KPRtN&PAs~#m91mCTv|34ASM-*n|7$H
z!45Q^o|@UCS-Uoy_45?H@nf~8t9w>)z)4v5`DAtq?E$U&!zOv<;DB%V_qKkxp$uQm
zH1ImHJGOOJNhv0zrOZj!ZMui5jx!`9^gU5?q@F7$={C_>@?+61w?+Sz&T;n<^Qt%M
zGbQ7mFz+7gI@O_SFX1l{+8?r+-vk@vVkOK8uiunUWDUpVMMnQ<YIL3>QMV%Pf!xKV
zvz3@`auxY9+Bkp5m_r+VcOkCh{IX$GJpis;$K+j_1C4Fux_+K79+&?noXfS{7e{qy
zi-Ti`vscm0_jwo{Ib7IqVHqB?r7zh03;Kf+I!NioD8-~Thf?q{=oVK?U0s}4=Xsf2
zupTj$s6z|#0VaaF)n!t79%`*ALa$bXUgFzPZ=c}tlOc`y)WVW%Ms2`HyuVZo3AsKM
ztH~<~lgz|47KFoUQHYND?iot^X7rR-WI5edT5u#a#K%gZs*O43O(>t$ea7YY$;LNj
z{3wXty+5HwogNZmWgHm*EyMKkJI2kS)>bQ`t-AUg2o0}Q%ahlvw+$>Ipe@?euD4k-
zRm6k+m0@FLWo2(aA)#zy0_FpIK=%{=MzD9;JzVi<isQ3cXTZ`pTBr!O@@ACok5u-|
z4!wFc0xwTBPDZ_`b4u)k(-e=AfdRd&7>#$)OPoY0-7%Vh*ST(Hw@76~RahPEE<_!6
z2XD?VX2Vd9I*J3ZG-<#gMEzhnYIy|`p3UzCnc8fxuvbX(_h&oP`I%TZN;}yQnp~23
zDg4nq<MvLds<au^0ytZ9e3zXcf}1Nvb2}ORi5I)qqx~Cwq4+p{`#<XMw$DA}`I>!;
zqrmYjVb}<B2&FYTxkL|IU!_~7xZ~(bJW47RYF<NQxfKa96${yg?_Ur6iKFEd%vEQy
zx6C}@wQ_>*#7bKiR&*-}MZGs8dnJJ;v9?}hm8+qpcbd}3WY>MNOy1Z<#FN+(f^<w!
zCBb#6z;ft>I8w0{Vw16cy>0f;=hfpk&qFwD*iy=KG+9+WN3b!F9is_tk$Q}kjS2f@
z(oxsae)lcJmG=*n*SL40V|-R3mQ*Gc8y0%sos#GvS#0O#bT7T=&-TXXHe|(-oFJ5u
zEBrR*M@)1WCIrb4(pTaX)6`dw8KhLr@JVh>jazN^L$}czyRS&h;WaUS5*DO^Wclx3
zOpnpO=7*h(FaBK5`nq&<zCPkTLRo7{%;_pma_(i71S%?JY<Oo`N9_)yeovz<Y>?KK
zUzhByDa`3o<WdYO(wE*14Y#*%0pcvOZylrkNcf2|`svdr?{ENZ9UlD-%|q4UBjzwU
zLn!3oH2o(v3zNs{3vJ@GlY}E?nl#ZYdX;N;a~3A_JoFyIoq^fR$hvDWuZa1wRP)Ga
zBtV%v9%lta7rj-j{BCsJHb8>;N=GNK-Cu~w5_Ndz)m;R+q`baiP~=;t5zn2KmDxc$
zB`r&W=^fwPPm7|L%4w)wZxIF|!nLlJMM+_US$xPADIRpU#p-IY#q(oAM*Xku|EN3C
z4fPH{mhx9MZ62cQbi`<o=x}Vb+e;SmSS;IrnEo*=MA4i<e@N6&Vci|)Y|o*sm}=1L
zeo$z)=Z8+#E_10m)f$&HC%wyNmNh4^w-L+iDqYIrLn_3!X0_d97RE4F53|=XB@wv*
z##70*JI{2Q3m2_@+vQx|8sv-meGM)ey`I#jg7--wsyiL{c<^Pd;#x=aV#tq4r>J|Z
zYtVY_)oFzc8GAU+B1oOXutveOP@*M#Vrd0PVj&qv-tphL>68ngMtvC}SE-wX90i$Z
zMdLs9i41TJke;IqrL>fu8CB~`i;xD`FXQo&$19vyuH2yVgi5SBJ^IauPzK^Zz-wZy
zEH_jm(BNnc%a7D8UGv6rzlPtAd(ZWp?a=V49^$fGwkVVqyjY<GHD)mZOQH}V_M}IF
zuQVpFb26H!kSPV{UH%Fj^blq-%L_i{<s0fCvG-Xh{7}C^cJ5=r1Pr}OZU<&GP81?p
z#%NZbz{!S&2K(|r2P1T|Y3Fwg*KOfv(DFX5av(YBlktci&_+sQxqcvpZiDg!v{A{A
zq(mq^f;qqSeP7S9){v8!Io!py6blhbg@5PE8smT6l``$L`u(x2zi8G`u4KG!W3H&t
zfxdl+-fg=4Ouz52NRw9T4PgfL;apvViNeha84j1J0vp?F<gsqO>DihbTGhmg&(Z}G
zq3WXK4s-R<1ogXuSDpz@mp+^GUi9p4hVHul24$xHj?#+F$)~y%7Fdb12`HFWocF&B
z?8gELk~2ag+msTKawxa$fA7)2sa`lNWqtI}5aVzPH^%Tv6K3r}8o>O@y56(KM#UV&
z9_8%Zbv{-4d8HEW_*W*wGHly18O^SNNFsw*8g-TMW(ZU#n?MW_IlQ&zfWdX1>H!g!
zJRPTO{?`k*I`~t}HRzA5PEu!{GVtebcz+Y1vwXBD)rFr%HH?0v`3AucL3BIpT|=dS
zC5!Mhe#?{_C|}Gt26E=Y<yv37Pl_tebANGm7dcecKG^0R)jt9og0CK_y<A@=NBAC*
z;HU`(r(RT8Vei3aGDmR9SdcwjHIr@Hh|tMd8m^X0SgN0kaLmftQM)Qa<A$$x1M3rG
zRAGM#F)oAP&vv)2Y}(Lb?vFfdRw*Sd56<0TBz12AnDBn5pd^;$xfS4tfp_%-V3-G8
z55T65zS}P9$4y(omiKLX{k{pC#-W{2{_V410%b0n)$K8pDvU-^TJ6rT`h?%@Vz7U9
zS_Fu1@|+M<DXF0HK2#=qACRo0WuPfspJ8wH<4P8}Gc^5ZY>h!Zlhi3)E%fMiE8I+F
z+#8}2sXK0}&vUa9P0uH7MUF`BeWT(XNFJct9&1BkO2@QPA$jgLw)1_UAy5}d0{}4r
zWmH`cq&$LSHK_E{b0dy34pA*oG`97qzo_q!%bTE3h*Gg%-u9Nwlc6|5GvF2tCFLLb
zK*R^7MW!SF`t77tPBtmy9BYiSS{3gWzo|UNZfPbY6Uz4*gNmeaLfUb=G$JxTs*O5{
zs>&+$j4Lmj>GiUm*l}EtYOspNMK;x{4oa$7;4_jWRmLP$O2(B-JyH+1>0giePV&7r
z)F0)AiyrKLIf=2@S(x*uM+C`44b?u>q3f>_a=aldvRL{q9KIA>??it}UuVI7jAw3s
zc9K=x2ySCSh3Tpf&fm+=C<-K{q9zlGajBxHpnK8`At4jy?zQ6Y#UvyoL_|PmDR)m@
z@Fx`V#^z?uZ6`HoxY+cJ!WPmAIMDx1eal76$A&B=)YT}rS?i=TdyE&@i1aUdADx}K
zo(_B}Dl7!ZKda*v0Y!F2X;6e}gWe<NTPyiXM!5g}eQ*eym8r|^htr#Mz54S9V{uJw
zy`7RuzctX>Spp=+eK6fp-gfQWp@J?ITjM$r_#2>S;w>5l<<Tx&q-WZqj}+qT@GB_+
z_7L&-)#8}nV(G?(GZ1M48fHa#`3_*Bs;lD{Y{Wt#V`5@n^ir2_ygvbrL4QBL4}4P8
zRNjAs-Ns%k^h2c4VM~NRbJNpVPee#q_S=VI+2<h?7XK36KL^TmfN2IjyA80JS}pS)
zSl+}!U0ws-aRRd`i^LjGql10r<6TGzoB|`+zoBggdCvVhcI4JNHHvK!)*tcU4<#z7
ze&eTN-re6X!yqEw15s{WOJ#3L;GyCf$eiZhekPYAxew^_RsVOU`I~H+iH6kdFz^jL
zEH72z7b^-}lc9*vtRRqGKr;mgMngm6>gtn&H;xNgYE4W`RIRb#R9Z`NScqfLX^Uqz
z1;oGPxHx0c|20CjM;b6x0^3&1V97<fc$Kd8pe#}&BO(Ad`DxM!aNzS5vAOuQ!+`2s
zVz=1qDwqk{^mpF#3X+ch=Hpd)!tS!kE1UknK|_AMYRJC3AA4od3A*+62Xi<eAQlDX
zS4@Bp?(ya2(BL4;dgH$rgoVKvQ6vCb2T?>Jsyxk>mMcV*Up1-c4CH~YtaNt^<GX-1
zJWwZ3-2;wYZ7r*rBDL24{%JP;0d;lxx|i7Syj~PFbo1rOdLP(dZsr>t0J?SotQ0JM
zaJCa!Vp#ZX=iey*Z7a|G3b3KLMfs+fF#)rCpmfpmjIxnwL;4u~Jr(pG!6%DE@%Io2
z1Tez8VNl`WgFupqQt&j)f8Ppvb;3v?6Qu|YglXz@p+HwJE?zh>3P(uH!eS5n>d3M5
z|3>!VVH1IS!2#|dvCeKo_J*uZbujn`o0SN#4KM=q9`HPz@6S4Hk7Rv_3%*s#1KBmp
zYAyi6OW%C;wzA86E$F|6DEJ${wyMeb&}2x1Q%m#SMy;j#v~2@}0**;Fgy%RFmFoiy
z|H{V32B6?`dfcA_=RnN|84US6{8|^_s<3Q47PPgs1q2dTS64u2egI_e|L-b3^&UxH
zWT~<l9j3B0n{(aYk0RlHt~@raU~~R>(biI)3kL@WRyr>q-*tUB_%$H5wrlJi9gILc
z&cb9ewl!^-;>Np{my>KVS9=VIyMspmMB(s^efqu0hE5$sg3YyXbu9Ei<W|2uI_ajF
zV&{x$--GB@<3$vakYH+R>H-1~eR-dgl>+1`xUIRlTL3fj4nT_Cz^r7x;S)Z%sudL#
zy8r$H&3QKcI!no(`npKX<}3oRDMKuvHI1s1-gE)7M3W~bCJGc`Q|g!Cr9Yx2D>^zk
zHQgRG{C~fSJlhb-iY9+(5~n7(mUt~JbZK<g-|u=i*n~flW@KalSBl|4ygqeAczA2h
zmsqZiKfuq`*vO&m;mezbzT6=GZx;R7>+D7~YwE{|z@KQ##>;mkzQ^O~R||lX4qm7~
z5)%`Xllw>g(2lLWsT6<T*W2s-%k|$d%9+&HlaR1V&t&YdLi?&_wc~I9TbUiqqzbqS
zQKrJ>Cw;;vQc6~l=Dj<k%<%thk0uul7~(>fTke(VD|N#E<T&}TeeI3)R?HaAmshnL
z*G0-s`FG*OzEc>4{82o)&hPyinXCw+3Y47XWscSVUdJ|k#`Sr)&LXvIa!GVQf73OE
z7PZ#JW)6T=2NN<-YGpLM9&0bcKO-FFAQs=ec>+N4x3_l3Le*3YC>5(eF8hNDytw({
z_dXkB{Q6o|B5RlJnJ;fEf26swF`L_stzx~Xw;nW+;`%R>v5827C!Y!K`zT6iF6mSm
zDzux6rW@7WsSARy3y;r!^oQX2Hi<%k^B&PB1;|m5j##4E#17IT5)<)_&3k5~k^Z~}
zT<QfdcT>Ku;Q=v5=s|#D3SjFh8X;^(9SGU$y@Hkqhg&vVTBo6|4NPl~m<0E2`!Mb)
z4FnrV@3?*9nm(6*$<|}~$FjsE96SV(#=;V6dGtIoz0?%HMGB{Ha-HS5gYiw1(r!<=
z1mm3-sW@MCb-P0FY5-LHKnqV7iIoLJk^qKqSC@YjlEoIlII9}!BHf|;+KiXDZ^lc&
zIS#lV_KjZ1UtacBa?<YE56$7U#tf!!<2+qGzKk74fA{<1<_qUwrj1gOD+}LNM(Cp2
z8zy{^o%*mADFw!s$A=z|E+d&D;;#1Ey;vm&p&-%Y>iW9uL>CE!4J2}VxPw$yVr}Il
z3g{||km9UO=9>BW-#U*89}iC_oqso1Bi*Kb!RD;^=W-J&3_$_{Y8RRs7>3f$@oJJZ
z#$LUO0<Sg8Xm3)PZ|0j^unxfU0bEo;A)$(qxX41mD5y!Q(~W`C<Ku8!_)UOM2lM_z
z@Bn&xX5y{?s_-aTipq0Y@Huzj_%pHmjFcbGA8JnHWb$h0_*cP&3wJ!8e5UlcL^<r!
z&{S1E8$b4-0mA{5##|b<$LYro)Q*n1uawQBL_1rQeCfF5eGaIhn7KAeK`<@oaWa4>
zFu=_2p3K87*9EJ7baBvw%+3!<wb7^g&L3==JA6t2P+VmHMt1YV_|@ZjrQm<g6A5fJ
zr6$FjsaXBpbtWeL%b)`Rf>KtOTD^gR%XZyUovzD3V=xST@U4M#v3v=u>;9yjq0o)L
z+M~7g-XWHt84S@f5tnPb(;f2zUo5R*q<CXD_{m<%T!KwpdjvPa#17n)qAug?Bz9Pk
z+z>{8u=0lDK6dr=Yy-km{lj@}GG7S4z{-;i&L|dJ2I-O@ffW0UW+|gI8NBMqnxa!J
z=g7lzAFv$fP_<ZLJ`L8HD8%s~e@wJ@#*t@GixJnqwMV^mp82Mj@*dnO0W-gRoRDU|
zFNbiKf`MM+doLrq$#2eEU4Q*?X<a`ZsBI20$kpp&a1*j*<&XKj={ffg4i-S6B$FXH
zkjRF{<vc|5?;de2yY7r+e9V@R$Qy&ewq${UUrwp2DPN7NCs5mD4}si*$gGh6+c=)?
z(oR%N_k>xMP@PuO!q6gItQ8%*t&woOJ%s`Uyss7|U<;V8Hdh1qaRCM8<zzgrZ8
z;nR)PtDw31!#NcB7}v$N>by+9<t4#!DCPozG%m~KoF=_yqa)bbL5eFV_KUH}|NWO*
z`S_5j=A}me@ifpaD#CRb(^Wo-3PV>Mk8MvE2;$)6{Qr&+Y;Cm(u{HV@Q?fzc)PB$@
zQ@90TdBOdVB_M?dPd(7_^jS{$d$Xe;BZ943CX7}rut!v^dz}wa5IFf?v;Sjt3sfkb
z{C7v3%bPyO7w7&r!I(ivT!T-xy`@OQ*KDbQ=`99dgw4}pgMs8kH>>IV;rUy6_7lkc
z#`i&eIdzlY9A(U~(L4BWN!pK!w!wxSyKZ#XfKgXhH$6RV)wh0<nMqoN6#Vze9{Uj-
zR(O*A?M&UDjsP*yx?mgv$Wn<;eQhm`Y9$O3xV8sNeZv3y+TL?~i%!97N&JJ8_D9;S
zY3A-(K1JnUo1(bEA+x)_@L0SIfN8ooJ{}d7vj6M9r-NK4ZUoi1pv$gr(?i2oBcjXJ
zCSt<2%Y(0N;J<s9S-Ug=O9#l5F4Sy_zdgzY4V|a6Bz%#7W8rHyy_6D-d{AemjU1Zh
zwsBu_+B#0S;z0fLweIT0%<OCfz;Xh7zkq;1;h4$4QOEwzR&|kZqf9DR*IscpI4hs2
zaBb!IHa*^gFD}ey^ncpVz@M8NBqA<#)n(6rC-@8=`H7oh$yU1UKaY#&Khxe^--aQY
zqIY%*Zm?~+*Sz=v@&!QDN}t|`W)}2+SB!)BjfH@sfvEgi65iw(RhA|;XRW6src9o^
zO&tdl(@#8WXVs@04F&l*b3?NCamC-~EDWTp@=!6rR5+T;B6q@pdW@Y~>VFsccZ-^g
z#lX(UCF8&IcSi~a^M0NJ1=C8CqGLvA5j=T=Y>~fD-a6ej4rnN?-r^Ha0c&e(pKefj
zkv^)*A_a(M$!;5agQwPrv!b*tRh3}gM6O*kM=|`OT2YFq#(6vOKgLc6ai<zyr;=QX
z6-{gPXhDm;z}G3`&+w9>qgnKO(Z$62K<NR%_>fsz2}g!SM*m(Km%z|yoH?<7P6|z-
zc$2sx&c$W9t^-ym!i?|3W3U_+rBg}6SNRnVQIa>nnh7GUt)y}TW@{`fMzXS$X(^uS
zD?kG;(P&Vdl%tDzXW-&;3v{s+@h+-qs1;UhY%cxT@NP{*S4pCOG}c6EHKWJ&(ivO)
z9~*c2zcHuXOI(pCrzjZW+iMOR{aq`d|EI+#TQD+rTpPx5?U+BhE$=Ufg6u>t>)T`k
z<rhnokdk7ls|&f<Q#rc<l{NKeB?(ICMBuvR0lDBnNC1nBJUP3&x2Nu{i)3;f&!4?v
ztBO7{$C8>ge-M*>pkjTc+Vc+K*h?Ry*Tp5tf?Z^4wrx%8>A5ibT71?$FlD_pQuOJH
zRQVh`A>sN`>HqHe8JBZ}wL;RfVKi~U`alfISfB(+#n<jg!`~Q8x&=imi2gx-po+?8
z`RSdKvIt%smX9tk!Cn?~2XZ)Cz`_O*5}lo$Ww^3PaEz11E*THTO}pk@Ps6(wgO*G0
zX`W6|9a@X3-0YQ+llYmJm3DKXP1%n#?0X(MqS`T8T`1n768~g$^S5VxXN0bL?>3&L
z*Pt7QNcmCfy%bk85fzs+1JedE?JBUrRT>SyJ*cx<ZX*+mX0X=T0ZT_yQxlZieEpy`
z@{?;Pqy<=UlarGH7hc26jHW<lox#O{R0+v)VD9netm%-QfI{&nrT^4try&*i-sdh7
zk5zG$6#kY#>A`YF8t~6!5(ey=VT*LNtJaJ?H%2F8tJ5wk%r;d_kn*qc>Tf!_x`5qw
z2K)g*RlU7CK<rdF@f&{vgphzJ6;@X_H;>!>Pk_Potdd`Xs|ZEQgEb{=dYHL(U2j=N
zprFUI*d_fc9pg?#P_Vghw_JC?+_#BdGVk}H)9kmh1fLvQD!%-`k879+W~IQC7A8;t
zQE8F1#1+&=l_;1hE6814Er6VR&>AA(bpFXr^CzUpAgUdNF@YL{h>-9{3rJmyXc2$U
z_rt`|FY}7){X<HleM!k>+@RPGS}tsAxo8SH84ehi)sd6Zn$eZ8N1D$U`y=@tk1Ec4
z2?8X#EXni{yI9ZvdG<0<Q9(C3AWLWsrIkme+OED-XR~URes`z{G~>FU%LC%lM$ZeI
zqEe~c{t2HWCVXByE+#Czv`Z_zD-gryxF~yNjJVGPqm=}kE5_|eGT^mD)hP}Ndz6VW
znkGW$hRmk%8)I9{DCeWhCqh3zEs4r0$nIcgP2x=hS)3))jL;p=l2Wmdi?}5IS-sB>
zmoYIg=Fvq8B~ZBa_$(~wBzuW|#7@ROMT_#Fj7+f})=jdgGaQYUvCAO2e$VDjlja;-
z`mn=B_?0lPe~0&)4CZtt&9ZQ8eOXLom)!);ogIW1wt#@8sv>-VXE%N4{<Q57?<9i?
zVSEJgvKSx4gv@|l3)sa&9j9=BrvpfbX=!Mdat|xV*mGI_BznI_bVmOGF9?#p%%)0(
z7+NT{ZY0GtzTJU*kg(4?pK0w{-$iN7Rpj;<l@Nya_Md`;CKa)30xnn92M}K=lO{dp
zXS3A3ev+R4_AZKZ?1%&8hya!n{ExP_wi`(qT3L1VU=9%KF+DMH@&8!+@2IBMsB0Xh
zhu(V)y(qnR5~@fEML-m!N)hQukq)7kphyvg(7_6bfCx$x0Sf^^5fQ0^C`#|jZ*ku5
z{f+OAaqoZEbH;&#B-zQ{`+3%ybFMkdhfgCuXJuqGwY0>BZh($T6QcKw#a}j@&PAUU
zJ=GbP_YFdSQgvR|bq>tK^$EdSM2HRNZ<6<%pi9NQgANiBcgKBWe}2d27$-xl%=PQn
zKZQ%JP&yQV)%{2KE(i7=058T*zJ*>*-o1b9<Xb`gl(BH;6;^2YjhD7J&)gJq>Wq5&
z!p17xtXN?YVn(*_Qdjuyv6R8!I)Z|tY4md~gKBzuIs|NZ<QiQ@`TE|2G@9!k8`qcK
z^D!_m><lb~cPEnPjvZct<OADV?+fD6W}k*bYz^k$_T7T^_@!_FzeXoV40=(w-w*ZK
zyYGpy)Lt9#Q1B_7c79UnW>i(fRsx}T+zt2I?885to>5E<`|2CysWOPzmzI)ptG<*v
zB5l)Y{zPvG+k8;$Zx|!-#@?xYLFbaF<>Tnhjg2i5`xYPe<?pR-vpsjq${s)W`Dk9C
zv|pBvy?>!`-`T_N&+m_4@AFJ#;exH?U$%vWZQgJFWVU&jw${L&?ffFkYtyxpl7XxJ
z)fS=fv3kuuN=`Px{<Rj_ty#f=9$_>H=Ri>x$I*TH+O?g7?Vq50d%X+kNC$_9f4)91
z45$#EUs~c|Wwi|$?7W1N^#}x~gp1F`L`2~8ht!RXKjvm;kOPw490}nV=kD79s+to}
zQ&r`nsHD{FY#l3r%!P<S5aG=54WB5UIw6%tr|0~|iyhF6v1<GoL#}~34FD<GXBXf1
zsdr6GfsgdV_ezg~Fh-DMVlZxKr4VG-3uvD{8of6SX-}-J&BdjqzgJfQSMYfe3Fj&Q
zvF!n!0P9b%Ab`~kQaiHD$IS9&o8nd{mBk8>rYukI+J_Z6vhISWGd<YLEvRyNwpaBX
zNwL|^Yk{~27g}>T&cj{mDA;T@HMFMU3wa}2fe_5}C}qr}{CNgV*xC$AQQ^!0_b_sb
ziHWH#q;XJSOPFJTM(T-DP4Y+1>(%cdrfJ4^t(x?$#GATi?>nIBD%$%hp@h;hu6smG
zOe}$!kbIF&>&9{}QJ@XX7Hq?Ae{(2Yi^BFVB{As4e>J#}(ccGQg)3wAl}6cUV%Nu&
zmGc060btYisG+3=bd~%new?Ri6mJ^$Yn6E0uKxNp9d``VjL}nep!&41uz>NHJqQ=D
z@_})$ACOCQu}nRLA_00$fC7%dHGjUvkPWM=f}rP3dw1|Y`^-$ug$5TCAhCP9%LqE|
z<c`Yd%8H7HXOPO5FPsrJQeil82ezy%E=5qWAbzHshllS<+SDN5H1uqjWcmip^-+zP
zdAu7MqHZGmCwd`X<Y8w|afAq#2#*km(Szea&0LDz_XJf;+iAvBxd&^n7kf@(w_=uh
zMPLdu=NIxx-Oai#lVb=m!9+tR((MdlMW~g84k>&4sE8!4<g4{;cGl5S#vkCN|C(Bm
zBJ6s5d*@rf#qwx`O8myKvIl$l_&kd{j%9rWnwsF`Q$%6OT?4;hQr~J0XKm)!6nLew
z&$XzinA66gAI#wJR*57ASF|AV&96dC(aP4r!QpL*D#JfBr6%v}Aab0!AKHEG0#7#2
zal4K7QlEzl#<AI(c$=O)t>O-3*EM;*!Nr<P!GMNknGPTJeIKn`2tX`t-Ng>Yt|ftz
zfqxVgC8tt}V(-F=wg!Qp!DY+K-a4X(aEaI9ptO`Q@asu9WaU$}b@Z!9xT_V}6uEt7
zA1OY{fH)BDnB!9mBr<1g_p2+OFnCF!%=n$HRZ7KGL$D44)-pR3*TojMpUn2M@ioDU
zEHC!n%xG}K33{&-6Fr-Ywzgy!iVF%T63C80k3H-E>N3QVHBiNnvp^&66jxlwKZ;aw
zv>4D*DmBYz890RPc)c+Fp$s+mEv{?^l@SS)Soh?d##*O$z)xAkxSsVdupcpsV;N^Y
zNH_%0iDUP)DT{ypX=>JI`sXYA%Gn#hDj{6V!nKDk=iR|j&tKwnn!g`vEd|=#-Q4iU
zBkQw|DFN}L**Dxy>3((D!$aiA#u}*RG2#ghoyOM}*S5C}b?LEh{<w+BT+BMX+4S$*
z@xQ`5cd`!NrW%#k6Lcy?mlUajI85AGw+l&a&X}1ckM@2I2fa5jDaD%PDeq)JmZ;<M
zPpgc`2qv}V36?aTD0eF#j2LyZl+=A$mX%W+{L@Qp`VdARC1lguVQbXCQ^{oXCg}^K
za={h*2|iXXR-JqDj?%Uk4$jjW#a3tPZSO&~C~q~Y|5QkL`6a#>+h80{aottZB@{0J
zjca52KgokDjJ?axU0I^2#*2#e3nHoWly!6%ig%&&-fSV4mU1kan{#6opk9X^c(0_e
zu&|_r<`_N~eU0E#w3)qsOcfKqFmc*=P%mbxuwN6AlVki&A)0oL%8-gY?KiE;NH^*Y
zFC!ySI@a8Tax>~Gi{VM(mX=1jRsRwIP!KMH!nx83oBoz%b}`cpauni6l0O?32$n7e
ztNT*^4xOe{T|0PtlY@un@D;};yhTL@dayDuPm<LiJT0ou+{Cz#<e(Tgg!-MAsaa3m
zJ`G0jtTOFrSYdGIw(s)X)N?JbJ^&si?~0PS+-<phh;cRO&gPUSDPUDcKg!z$Up+zE
zjm(R}Pb8w6$J@AZ`4b*=u?|IXo7@lmqoNKV-<q(1mcx6@GRVi9=Sx1K=)q6VQR5Z#
zf1`JM5`I;hii?U0=1O?}YtF0b9^)E)-GiZWb!&5bEv*7^Yx%6E$>|%@{rwc$YLryT
z#)}4(9!7lDb{fx5oP+8dA+ZZXzlJ)MoU;S@japh-GYl+AMw~TdDHKnclv(KgDq`JW
z>tW?cP~Iyjxb^<E(MKG4Re>%`GS3j=9>d?DsjN2bkpi^ltgL~KDT`+mtWGd!pwQTz
zkUZo2a<=y@nUh>-ACd@z9}w0m=Or+r7-gJ0I6p1GEJ5AEM6!tyg<#gK9%-g;u6gL$
zeaZ{Hh{%MU-iI0fk}S_F_Gmuq`i@DY5ie+qiz7UT-f%p7^Y$$eIR@^T8`z1Nn-e3t
zivoWXX(E`eM@DuVpoP2XXcBu2i+fTOf+}d5<^8Q$<ylfK^DbRv;k3CZv%vZ(LDwi?
zFL1NfYnWf+LhL45peLmwaD=SePKanDXNRjeJ0qj#73xja4%hV&JH<x%r6(iYO`?lF
zNfSROpPm|vJxR~<k3Cv9)~P0TBAP0%TZpD4+1`P0K8X*|PtN-rel_};-Lp89z`*w;
z<?gps+B5m+J#|gZN_2%4`mVvqjFEoWE3rudZzom>$IHpE7O0vMI!Y^pfCY?y38{*U
znK}<)s2=iLAu4J<ifVNf$Sd3x9i`d1lO>b=*J3{_-#Hx?{A}+VU`!;B{O5)kFSEK4
zVbk7L2x9LVzQDBU{@r5nAdUJ-VC#62^!^tly#+1ZekG#uui+mM%8-sW`%u)8Gt^<`
zB%aJy`A@bRO9s<5MDZ#ZL9x(4teLp7@>4h#vuNY#uU|WzpSUr1l&AzuYi*6RF$74v
zp0et+dLdz)e;G0#P1!}$eoGB;i{=Cy?^h5;US{UzzFr)S33(zYY@XW7M;()SdPZoC
zU$rSkjHaKwB5l`lWD!-SBqBn_)`rIu*-;_T$Gt7LUnMdGKfA-R3|Wp39zNV>VfT&z
z!S)fhV1`BI#o=$w1@4*xOFF|hZv(D2k6%1DH`I{w72?(P&n5fmX->h|3UE@D?NCeU
zvCpxmn8ec>38zrUU!$r{A2lAF>pICWwEqr?z^HSnaxG0wiH?u{&}ut&;kW*L6Hwsi
zlW7)#?nb}7OI$^zAf5COm)M{dy}_2j`HqQOLZ|-AX|hr!edfsM{l!8n#gYD~h=`ew
zy?<Yc3s&+OsaV+qt(jyF&;pQy<$~?kcV*~}bJ<Gj?s#YaR9CD?xIlaL{e^(eac~WR
z7F(Z8=#PZ5iI|uUA@yNj7$rUZWw%c?a7VVu@BczY^fXimDins(RZV+CaNVAl8ev0^
z0v~PV(Qspe29>t)N@fewkWOMqu|LM=SD}EfP2xYrFtwHt2Jx!oqq#~TXe4@gYKY^m
zf{q~jV%q4h548+&FNxUMJ+qmYLbgW~u{`!k9O3#cr<n<jK=(p7!wvP2{~&l^trJI2
zzf9>czKLDo<Ki0Z6QjXGDFE#Bi}WM3-x~Xa*(DBbj;$*=KBXQL#VXmUHvPOSVk`O{
zyxD62vKH+{(3?_~co#ROuMMbC7Y@@aXYQOQ2^ZzA%g<-^KrFstV<HpGU}zP;bW;uj
zLfLr6ONLXlV-A!aF;AY-asSq_apkvOs#lsxBJYmXt|*6}>HP<Cjc%JGBAba`ETfch
z`$K}u)uu6AU(Kgm@Cl=LN$$0N?n1F+d>Lo=Xgo_xN-{70ERc*271d~;ZU1Tsy+AyO
z^!?D(8zXXUVXw`q%<H4~FVyjNzN4VOG*100*-UW0!|rE+Y;>rASj7XYxm#CNq62#?
z#DsILxytjio2{a*zk4)@CN5W>^D%lc^HExM@2AeSkuL@j;6fO<Hy`}(>6PjJik+1f
zizs#U;7aTx$H(_hh@oVDx;R4oNo(nglPbi>6)LlzAf**3!EDzR>s+y0wY3y1_`^op
zkfRoo|C-q_Jv+OPASlc-Tg*sLpJh?@S@;ikG)uT}0(d-NgE7{dkRHYhM(aShQ0Vg2
zG0m19_2%91`R?!YIF$NpfNaw!o7~=|n#~0Ck2<LD|IIS|uH5}<)ETnwWKG+yF$=r;
zN$MdRHTf}tB94zJn8aVF_~?!7%U@&lH@AHG|2vTWS@uncpoShecIj?7cX~5>Ucv0c
z>yY%0^*Gx8bcum^5Q3B$sp4RMu^Wa1C_2~QsebEPU0i(C7cNy6wNejoMI*&aBIJLt
z0<VkG=H@014b8WR`D}={6p@yuD<LO8$-7>Gl@m%U5)zW4y~soeK=p^|F{s)PfK-P(
zVD{4v@oV?(A77sP8L>PMwqai;Cb}BKe%kS?Us@+}x(@s8i_!N`p&tMJ6E_Tjsld#a
zm!Bjj{xv<3rL3>71IA2{v()_?3fX#r8e}IHU;DL|fH^R3LfW_>(ag*@@q@*}OE47_
zNZprif)n}I^9SILyt^f;0SfCSk{C*82mmg?(Y2RVz7jkBopS!cMS~OYfiA=TQp{6G
z?w#7OxTCfX&ny6y^yv*<P^?3p)a}u`lrCNh^MuhmpS?<yd`4f!9p?fC17m|(nVCti
zQrV15OfsPWFA-p7Vj`wHi2?!u_^8;cG-1JI4iU=8JaUo-4$<eOx^X%}yz0RsLQ9$3
zbX*E2S_1$k99}@~C(1TjdmNHa=enRO6UGK2Md6NigkdLWc)q=e5hRM;n?>wxjvH%c
ztmP#`bJZn4)g`$X?z8Wbi7t;fO<2L#vccOSvy$FBOn=<5F$Ce4WMAlRPIg3waQ+4A
zog^l%$f+ncbXAbEjp@(lC*oSJfnf4N^%~aP#o&GST<w0CR)Hoa;?emh6!(a706mX^
zmGa1n@>2hf!0{g9_?n2@-h8euG{uOp1VuD$*HRCb219@3V~9rgWXir!bLk@53;5DP
zSF09t&}?0woD^qPkp4|1EGXy)NJfOZ6OOLuoRFQstoM@!E)wDXfh}Q^^<sR4&i=wp
z_=x!FjW$L8W7uw=*fK%nB2YxhqS!p_WrvrsoiAS=L*p>=AvYt#ce1&@x?1$DOg`y@
z4%6xbxF=lu;A#UX^!Bsh85TA?FZ?PZwX?JH@nc!m9vIwYR6nhA@DHw~v?ZX?qK}A)
zUHWDp+uaw`LK5w<Vj)QQ5%0{-`ugk;vFl8cf+uyEqK}tXstMSugKM%(eIaDy>S?WQ
zuS1S4;uy^MP-nrbOflMxltuT#+EmCec>Bvcnirld7xyfmTz)s%a`nw8c7Ay`vcBG}
zA0Hqe)3q%r>4dp+!5?n_Ozk|m;%8IFQ|jVLKX%mBQRYBQ`{&8Y9uH6jF2KwvFrtZ^
z%ac#<7Z!ekvC{ordFW)aanWqw;B!MKL_?S^fG~can?#RX-<@Da#*lRxxbpU`nHuBZ
z9rX|Z2@r8<bay!Dby|qlyKa%bKS?@L!(W|w8MW<OH48UxAb>tS-+FsV#jzTRr-Aw6
zsRCa}lB0bsy4(LV;5kkng@>HiXnx^;8k(Ara`+nf%;tuMHnELy`%CI-YA%l<*|N-#
zk(D)B4tmzvAy*K>P5c*s#f22}C6xf!QzQCtwH0n`Y;I?#cFwIAF+}gyx)A~=!M^s$
zd!Rz7wpNFlhC%nJ0q#0VMrP&>xS#2{l^}AHoEYlOw9TGIKx_H+-Q3)u&tdHU@`dLg
z{Ho_10)<zFNlpfA;L%>t9>guv|6^2C({!^iHSOWL6!oJTb}dJ<8~@>hMO#~;4lA(k
zeGEqrO*DDZ^yU8k^kHj(Sm`ZX)m+;5PJS!x5FH>Y>XR)tXcK()r`r0h+cPF-&(2#i
zHqi99&zWLI(Uzl)?Ou5WxKYigtVzy9omHmmKlgvupu)9JId=ZH+^=xlG7W?J4<?7l
z;iclW<aDm1>TO52DE<Q~DHG*r{t0lqCmmCJ`g??g279_*J^3!c&6iq12`Ps>`9@0%
zDQo287wQ=dU;SJ|Jq<kF13WyDvSyzCUZLJdc?C5Eq>c{t|9N=ComGdk0rM)1FAnY3
ziing8dutu=sphS8?Gw_sm0D{M<958nu_6W8c*D48F9WM8zh@2}BRvkMT`r8)Mh1N^
z5oGDUwRM~75p}ti^HY+=iEAjrM9G(*gXyYX<)nVy@lKYd;)zr>4;HWrW*UPi$Cif^
zy$jzTaIBqMy8oV|J}Fyr;+U&aG<Wa%_egbjJ{Ki}AFA|(&%PUPEk3t*>g-d0C7im%
zxzjU17VEFGU)Ywk!buxzZ`^8=T@#kzU+Bkdq%)mcDUv&!Tbbznr+jxXb2;pusH$_@
z!k@MCm7?{l3CBUrAGE23Oc@fF^>KC~q{wrBLdm*?ib<MzqqN9(4^qoTuzAT6o^4M_
zcuS-PJI5c!d7cg*QV*fN72k(3m9OTrC(&z^B$B26De}f|XM%RT`a4NS@<mp;6_Vnj
z^S{cMZ--uIWVwRve*X4Ow<aC-jrK05Pc8DMx1*UtWXG@bCf~ga4lee*^t2B0LjAC*
z6B$D#6dT0MOXLmkWyYwOc=SygFh59sXV@K-WS0NzRWhCR=gQj{J@D;|r@4Y_i<A-m
z_+25TSmcB6jaTzwan@2_{8Ho%6R6MRP|I}Gx{`mb!Ux3aUTFNp(6mH_c#IABdbw4J
zSKOpw2X&i2dh^3jV>pji#59H=Kjo99ioJf5`?&p2?0mYftN}@H_0D%3w{`}W?CXa0
zg-3S_9TYGZ)w53xK4WSu;34m^Ub^A&`U>)G5TkRsp`JW#vg7%nhUpY`^0Uh1E5@(y
zDkVC25HPdyruk!~jD9TK4L0WjsVtgH<M_;;F%_SCt(|owvJxTqfO6~>I<)B8Xvx&o
z<aV6AR*ZyXvlVHQcK$0Zy@#O=EmO`Y4+`~*f${A|8S-L-ehDKpBe$PhaGH+<))Dgk
zKmY7tAzW<{pO%<!T+FvaM4L)9O%rE3B)u9RMf&8)OwJg1sQ(c%%2c|c>7LD(R$+hV
zR+Ni^>*oi9n50PyH_;ofT3oPiV~p$0{jM}i^pPK&9%*`hl(X~c+)#k(<v?pTR@&br
z5{H+}i-*-4%-ypTFn1C=+Dkh2nHv5o?~?lyg);<+S}ps(k9{6k`0`t4+^tQ4-}E;5
zkpgc!*Hji|v$T&MeEAll!~F7*)NCB{5ANLY55F#c{e)=szVqz{buwRaYg?fM{lIaH
zp1_+|?bEAEg>@G%=Eo_OEXLZW)av$n+CMD4w<?;J8QjY7X|1B3eRpVZyVVvV*DL$o
z6<bomw?EWS1#e1Synng%VZoawuA(wQjIz~S{q5DnT+u{>()sO_pX#5M6{&K)yb_*E
zmj+Tx_o9euv(ZtlUdf?fUi3)cF4<uk&bfH|7oJG0l=a}+4?oMB>!nf-+P4?eCDj(p
z?B6pq`qD_f-*NV7<3PU`n)<~N_VnS$*&mVLZXGpt*b3Pl;Q!^ZZyqEhn_TBe$2E#i
zUcC0;!uY#;Z|gqXWN1?rGtitFQO$ce+y3x&Fqh;sB7>%0^HWJ=Rs+Mf!NU1``!DZA
zi!uvkCc<U6Z2iIWo3!bh-DYFNO*PuS%E|`9JUbQPHK+O0oI%H1nNj8nhdR}bt*KvC
zN2eMqw(mI?6iHKOzl_Q$dt$*WnySe~*OYiIG&gQ8Of>4H&+l75hBh0Wf8Cck6c~!^
zoDNk>f3P%uX?FdO#oX%F;k)5a0lgn&bFZFN+J3Mvbn{^7^Daa0@OIb#m$g*+|5{5?
z{{8`>A;=3zd3go+u{C^E{O_w1QdU2}Kh)D7{#HTtzaPmO2M2@&B9+zu=l{$-!FvTA
z5CIRCgMSoN6lByCmEo5aWaJf8knjW;*I;-&QeIBwe;#4&84?f{?Cu!?uX3`WTO(y{
zgI)bYkSD9U4N}$`R&MxFWFV~P7*{XPlZE_$H-M9;_}>ix?GqY;@eI}vxEdJXfAR`y
zCkN{n5Ns3Z>JE=J@Vw^Z?rCj|{{OL8n0Weld50pERF&Xm!`wpud%-hTPhRo=yt;#>
zo3E#PC{otm#{+g1RTa7acZX3?Q&Cd;|JY)FIUyX_UQdecP9N74RY(>%=rN)0-7ex}
z`H&?xBH|0C2x7iteI!Ph+tgAj4XUg(@1_}vyHh%MGeo7_44LwsEsBr7{`GhgtcE!K
z40SYZ9Qhrr5#Zn5_nMww$u4r7v=m9*E^-+O7PY4&B#^4Sdp<%9MwKH!w=Gpj(>{b&
zcoK7SF<dXSyMJ!zBiY(su3bZ0b)UVR5dX8IrwaVyKK(YtW4PDRBfdAR;?>T&+t?1W
z{fuaO`rAja%s67f+S*Q1eTebZiw~(J(?5h&B`jZMx*wVAy?Rqf{QBD@MfvSTjtUdB
zfoX2>O%g7{8^W1L)koZp^2`-yw^(K+87wg+-EEAsAKcth0$!8VZRJ~6i<6su+wKdK
zou{fu<I`Tn*sI(tOBv6-ZE+OSj1V8igk)N$P(NgQ<I{K6@a@tdyUzJ#maMfuq-^d#
zB5#;lN{$Pey>}_n^O?khz8Cr*hFen7(pMqG{dKN@D!YQLYyj|WR8&-!DyhJfgXx8g
zr~k3!X{UB2_@k=2TmE|zBHf2n#Km7b5JfFO*Csdt4XCMr;#V*>N#g-z{x9a4R3fBh
zlOpJ~da?nKn1m)&;)`s~`T+h@6gcBJ#Ms)7%^N(8JO0O|c)6;oit^mm^qicO^VPMr
zCGYjDt(m3vfh#&wdZEQHJu55v&RYq+(Yhn3PnkX2=#xTlgTN(djXBMP6fJ>!Flw^D
zhag<3Wz~^O2+|B&Vf8mNH)qRri~^Hy<T&JT>;B5dprCcs2woTv78#0|B;MAHSepU;
z#_`q%%fAQPq}lo39|4|uySP|XTs+Bg8jLPL2t@r%v4UQIJOVH?%19ug+B!Qrz@Z{N
z8Dv+aP1fiN^WE)jtOK`pR47pX?I3mlHUR$1b(T*)Zevg!G(C8mPTDBODdp(BK+y@P
zk)w8h$AF0b*RNkdnVzU~U;f>>;NpUhTBeADN*#B~($aE6E9CoIXisu@b#e?bR?Szx
z>_8txab2(d2zp$o$)(?Q0w!dfo)<4!KrL|$y&JlrsEG4JW4$|`heOsmiw9Jf8FaZ*
z6-vukZqj6GH$APu6Urnv<>i={LHVq>TRf4>j&nyI_?nbYO33C|eI&X7t}YVX`NlcK
ze_DY6maBL@*bi;;mGOJz*IDoR`dztl2!~syef{HvlSh>IoRwiWQGPLpb42&ouYA9u
z@du~)*0bq~r%qit+FSQdgdr3Vqxfmq6VxAf?l=N(DJgAA&y;upgd_LKLV|)&ToqRh
zGqb8tI&0^j1y^fGO$aCR{t}gtNTU!{@t;a7^Y{0MmN9Z*G>Qn2u9IsN=(1$LKM@{#
z`4Jq;&2aDmFaN4kJ3ojVC42zK_UyTsI#;16y)`-iDw%tN&|xP$@SkWXpBSsJ8?i=G
z<V%snuQJ6B-VkMV0dbo|CzG%d>#3x?gcJqSGB2ZN#8rpKf4?1<e+L-}2_50o;|{dB
zxD=ZP`AoaeWNAN}V0M=Zj<L>9)qe_;a(a!${~pfP>gQPfCV0S%jH^yZkW!sk!8C};
z4Fm2v5C;NKKmnG8&OLVKBX%($SPTrpH8;L*%Rp24co$kYfNh-z*f@OzM*vXkx=B%p
z+l)ItJh_BUh=u7cMHn66p1J@AG=LP_h<HRnKa^Tbi_4N2W9R~{4fd_!d4(~loPPUy
zB@-<Ip*bRO6!AT!l!ip#7TE)55j8R^xpq2~W6Cs0(o+)}=KNJ)^T%K1m`L!LE`Y1N
z0hj-`7heOrc)Q1Rwyc+p+PW#y;&y(0M*rTmGPww_U!F|UB=`@d=|>6Oqwuvjgc}BU
zVY3r?J;|(92hbCJ!!l0om>;5IVsl2-8_3IAnx*vE++79e{j3Ixvzk)i%<!?BUPjwJ
zcx%WkjmfU2CT-m)U_)q)H1upGUlbe^h|3Jcj@>Hzjeck|K*mN9iILJWB)Q$x+}sg3
zOR|r@%+9qhQbDAMzfpNiUj_<<iXqf$T93ayD0oDTEg@A(9t2Sh#aJx)BW`w+yl9Ie
zIbvHQlB_1gxnr1)s+d|97c$U-kFjSS1}78j1=R_%Njvyjd}v-s5i|P5-dv{b<hSTe
zy4V+6qi2<zlPh{jg_y%G=SNDss$)x?oWlIWosyt7Io(IKS><BtV(^IHx4(1dK3M<k
z!aRuN=owVRP)db1qj&~~Zcw2kZbm$@e!omAi<zRGUR6kO4P_E$F;gQ`)Y_`bnZ?QM
zifcx*?xj<Z{}S=osXPBftVdHr<AxmRmwEAK`P(A-4@b)kgGO#99ykMk%WWC!XvZX1
zN{M;yl0x7QG&VFWFV&Ol1u(~Z?MxU~Ak8y+1|F4PFOUBQoaLe{zHx)Zi4KMSE7pJ*
zQ{cpd)yY`M=hgs$w{cT#LHTwtzhlLQ)%unG1r!5k|ABCf3&z>+RYO-TB^_<|*g2aB
z6a(l|uYCw^Vw4u4-Y`<$fmN1G%64sS4bM4{BP1+b9zyWMxPj6um8bMu?4dO6rStdo
z!>!I4*Al(kf&_)nmBtJXkiS5;N9~z7s<$_+b4V+S0f4Fb7qsWh8}Y-y{AV2<!PP`?
z2bxk}tBs@ECBCf@6eDA<ebNBiIK#9B7!~2j6tXsmNh@C)Ob)+(jj&^QuHTN!p(M@T
zh0!44rB9D9*_YCYf@KZQglyADot3b4__Fkz(-BZ;c<+ls^H>#qL2z(l`%Zga)Prsx
zfK1_5iG5H{N{F)X^3r}sbnpE6c4;8SYk}<V0{{dVKX<Ld?vgxbC=wyFAP^^LffK+9
zPOGKm3^9`B{Fa_WStZ@iV^m1z#KnbX2MIrworz{Wou?j5xj2}l?#bS8Noi;ZM^YvG
zfca`O4#A7D#K;ro@aq4TD|0bUR*kOnFq?AXPvJsR_sF|ug#T&4H~v-#lpq!%B1LH@
zC|kwAg<jK5VD$TUv|mT-!fb#&AhooW+QS=_^OtIbQS**JzNA}469<}{v1{HpV3$SS
ztaEATet%c<gDoYu!jXYHDAL1igSiU~Dg>g}h_~05-j$>daR~^>+6q(DO@Jv~Ck~OR
zr?7Cw9@weO>#k!1Uf$kyj{P&Wxc!^nWV965FFwB}Jyo|akpX64t5eTd1V=<sz0$Vx
zx@4@Z5kw!8PYb$7SPz_K72{t4{fY_suY?+23hb{DBH1DqodMeIl)9Hh6nc&Lg*;*h
z_R&O4!mZgyut)T;oWYBXAkH^=P)&1(-j*1XLh9$g1%xxrf@PW`i?zp0`!U(O_zi;!
z7n4w5Zz)FdoTcE95aISD@gY}`l)0!>aC2uf(9q~3*kxJG((ZJ5fo4OAJ84?NTHJ_4
zJ!#)66sS}Q>IHULCZ#VxhqICok^S)m!I16WHKeycPPHn{H{CC(zN=BfS4&bMeOe}h
zqE%0S)XlHYC^}Ord(6qn$#8Z?WuA-JS@j;V2wlF)3Qt|q_aYU)2_h?bP**rGDnAD;
zL0}g<QkQV!#(VYaJEy6bIXQfhoC-iu6(p`8WD+M)Un`}g78>~`UO^NZ{sP=Utucq!
zHjMSNGEPdMsT{}b3BrTQc5s%Yw<QYJ7eS#=V9jNcX-2Bde%>%;JO&Xc%gNT9Qr1S+
zkAEi49TGnnx;lAI+spg``FhHIoLK|62(b+|f`}(x5j(}TwYf<eRDL!sB9MmeydF{f
z_1XCMC@#2hY5Y0AgJBb^P0xIMq8?^O&s#bf(Vh4LC%?=kXt^*_#m`@6WVOb=rZJO(
zvni!n?`>vMjM7L;twLsh6FMuw<)B(hkEV~2SHsKzk8bQv_JU+}CLQDLZRcG?{x5Jw
z+37`e@y2QDeZ)hC;53mJM;m9gbeuIJ*fbbvQ^FDdi1*{O%YF5}+NNMSW+WDP88TbU
zeB1~$y@y!RE$l7{;vHptBtCL2Simc%biI}2D$As%Bd72}0sUjnt1?ptB+Dc-e|w}{
z{k?r%->fCC>h1R?$l;8<zt-L8jU9Y}OrFsT!`?GKl~u#y#-mJEK%PMN&hkTjU8f7t
z7>k0at@^#jI;Xm7N<UZEJPA@_JeH6=E9F3bCw_>5jck^T8DD>{kMsvgN%d_Nkh|}3
z{1{2PT4xjgI$4rxTuOL>MU2)xp}gEFMZHUaosI{!QV}S3en7D$?HSOWYbbpNe*IB7
z`3dr)k;LAk^60U}tYGA3f?=1|$qX3?!sBVJ?n#8KiI>vTnq`vB3=9sU-bV0hk-y{Z
zW?9GUA@5`2ai^+&cX38A8jw30)zX&Q)R>`EuYPXw98eF_a(%L9EU35BMa*4wMzq6w
z`?f?KG8sWSGZM)5*nxG0*IRmu=H6?|e5&m6q@lF~JOe89_~6sa+bUNxTC;c)KdyBw
zTMBZ9jzBa|y#i8YiaaNAqkFT5g@jgt3JYpb`cmSNgh0YD+9cWd-$;1nr_@$bXLLc=
zj)cC1b%)p<J~**8Pkw>;PKsK0>Q>Vl^O@L9`?6tHm#hZL36d4X_MJNBI;S;689v=W
zl-N+uy|>HC$p=MACmX*=utjBb5xb!_Q}3S?F1T9TnVht=u5*+Wo>~ZB>Z*j~6nef4
zqJ`Xcy3eG>!NCeuG@)uFxT<u>vw`|28|LCDpB?}dZOV)zPCL&v%yf@DxQeWc&BajA
z(nazOldITJ{H;-@UP~>Y1~^=3BCI))Ssb84yN1_A(<!AfsT;%ct+W`}dwKWIH%q%S
z^Xkjj1O@Y{+>(Bw-cnMXH9%t|<sw;;T7vv8SMcF&<#{+pTHcM6We!`4`^L0Ljm7e`
zB~&=nor#^o+f!2)<rsdy$~NIsu^6TNcOuPrOjn2_>#0=Ixb`b8BJCX^EnbvSH>#2{
z_YQIiUD}Z(?yTyj-vBGF(?I2V;CwZ}?1(%hQ6B?8qB-e~O<u(<;-rK{=nArlmd{w(
zj{P<Gkn$-xoO+{*o^^=Mz<_V(<r8N`em<pAeKc#ArlA)?g>o03WIcGKpuDC#A%$&w
z7G!6}PjZHGEy%P4?~Pz8)G5wVMs{*(G12ajAQp&MR94tN4}kV^w&uKT=xxHOT4$;i
z2H(>?y&<6H>7y`VRiP9m&G7!(u52!&Ux9C_{3t3Sf@wCPY016r!-P~ii9E_*=iR$`
zu{_90>F-Hel(wXX_fQ0V;Ez#J&xuG7tC>EJp6McPL($K5KeNYhwaejz<TSVsv3BM1
zW@MH7K`T>|PZGTGK4N_A2}>mBy9-<|MOaTD&nOp3ZP2nAIFeM57*YQqSIvH_C!%N3
z#ZsMsTc8>=9^C@2i*%pR;}ohfLlK4ygp!(xGdZbfmg;L-E5-X%jS73qTosQ2Mv>$f
z&K@2MR~~m7jT4QM>?UrO8xg!vj!H6Qou<4ry@+F*IL6sC!U=(aw+0HF*|Xo`ugyNK
zcmVRA$Fx2AEH?s4(#z3kmCDKZo897d(n_uw6)9qfM!i|RVqryrm@Ouf4+L!~W@m}^
zg|QcDJ?p&S!_hsjKFo>H^~taqNTyJ|Hw8N!=F6-R9qPV8G)YhSKF1acWB+a;Yyf-~
zQb^~xT6+Tn+4xu-=vH`q@8ZNIUEbugo6G?9Q1k415$yreq!G4T51NL#A%$cuRWkQf
zp1*m6H^qgYfd;UWG);_c+<8DCT9D1Lv4)>IrM}{vVF4jg_&VD81|lS0g(x9D+jU^(
zf}joEnJ7nG5<>6?iGaPm{T|+ucs9Xo&Uxif?~p1ozr-<)mFdxF2U{sgDIv@x$EcH$
zxesehantW>JDaFYy|ri`tqRdkAzFWwU>EU6Y;uxz1!-cFq10N{Y|LCQkU>4|-Iq;h
z3K_kwU2B1oc52zQxBrKEcd%f)o<Fc?@eEH<V<koz5|$X)M4d&q|1eU8UC+DV?WE?d
zC7_P-?`D=@(GnZtVj3MKAMJ{Gh6}WvQ8FXzCru@oARi)#u24mOt}V`j_6!r@Se6tn
z6%k``o?QB-evCd#mWF<&-z=$i(q(e`WyF}T8pa9R;hZUT3`;=$A6gRBh1@71k78Fb
z*(j7iSxO8>x_(xF-0+o=JDCmE4MBsl=$&$rl=I;B#`+Kz)EqT#=+zykl^LZHP?dXD
z$5wao54>?V9j<(TTZ~q57;{ySus*C?ogov+rmY+YL2w14)->m(1aSkMe*#53gDsgK
z3#-AK%LJ6o$ECVKglVp?CVz6xC#&Obb??_!nB~awE!J&`g~(HVS&3+L0}Xd{f2R_!
zY36~;C8bc(19Zfese~>J0rzE#P_2bF^AmkP^H*(+qK*oSq~52FF*8U@Uh|G%XXWr@
z+fR)ryO8(*zbhe<Vb7Wqp=V2oV4c?CjnG7wrlj!vxodQYnu$o7>3!^p)Qt$o3!5M@
zs=+h@1U`RW-B_(W=?G@>M7JvYl-<l$+P_J-K>Z8oQ9O6NV7GXLwPK_PL(tqR{sv}H
zn1aAP)wVnLDpNu!Uv93-LTF1xTiE;J{sP&p)K5!VNnJnrp=U^@e(0(nhhR<CNRmn&
zqF7{*iYL{Mx`^%9lO@$kk)fz#5F#7rp<fXwU+JkKJVr3!swwxc^NuMUP;fbsVyNYb
z4unBOj4C;NulXl_X!+VDE?aTI?L3y-FHpKnKjyBjhzjZfv8k6!pdE5UlP}{1&w9W9
zA^xbpuMcFb@l8k{6EVrc<f+%F2uB8ey<ze}7<gd)y}!AXbb(RafrQ+Um@r84uEGQP
zWvydNZTWG+o%PVP?C-xvsCqU>70|4w6=vq=lPE|sf`Iv-k%)j+pp0LDPkV~;a!O<m
zO3I3unz}k6SnnJAncnG<+L}M}_`8hK*xbxa{kH>hH)<-9Rx8O-R{B0ThJ%Y~Wg_oj
z0Dy@<fNQ<?rbbK~nd&lmD6vr@Pr4A%J>pxsF##}sXZ7A&a;&UX_I#7Upsv(-k-YmF
zOQ&Ib23jx4@YF=4Nv)sTSe;d!T!c-Xi5!_ycb$5~o3%?%F4Ika2W2jXbQZs!-PNV%
zz%HeG?jfkXD?SQp4boo3it_?%oRW08(Usg=&sDRopt+7ynQoj@5=}XRpp?6iTx<Fq
z6ab*F?B?vYg$WqOail;Xx$hsSOkJ6_9<r>kJra6fS0^!bwm*lHz)jDu<uK4g`Y%GG
zk0J?u8Oe!rjS3t)x7eMKl|^eib0R~OE9Kkg*wCWCZGZcP<fxsH93|uWDS<Iz3U9O=
z=_oghE@;=2P%09HsZBe7bI8w>yXef&)sal7J>b8~EoGMfWvt$2J$@|BhJgvoz{0-a
z%wlr)<Dc0`pDx}ZYOK+dShTZYx|{JCAv9TyD_uTmDU(P_ME<w|88@$faXecd9XGA9
z&%85+T^S*PAnRS-OBXjxA9)=m5y{AOLtkgm3pR@(P4es+W|DcSY3{JIOjJzD8T1S!
zsu2|XsSNcTw;!k0v2Ua%WEin+MEPkc3>C9?>5t9I;8dtoj<CNg)+H|U_un*(jg571
z;M|U(C6-QT_jP;B>537rk4f%F@@;tYkmy<rz@pu)g4*`peMhbPIQC=whWNY920i^V
z_loLM)^$n!S|<1u@tH^|vrS7TJRKbagZS5fFCX_}Fw6QVONd=;Mq{bR{zjW=ITcXS
zQ7l%THk8oDhY*~|1CIHgx#h>y>6+Q?Fxp+)s~YC4UqXKg8=amRO6?yyH;KvDd8*Q~
zo~dxkRB+Ryh*ED|g2$=gazo<)eP=~rVQ?7jO3WL{4vk)40naz)$q0cSCJqiSS63@&
z#gFJHDe*`5!>!NhNUKKk9-Ob@yu~0#_ol_9K!S($43j`LK41J?Y2CnCtAO_pL`*ML
zp5hbmH1-yaZ|AOilkr>mwDz{9@>IgkkBX08bVDr*LrV+I^|GtW_dCpA4do9#e&jeb
zJ#QK#W@_~@j=jDhYWziaMjpE>Q4{@kx?;Yl=tH4>r3a6OV!tLsVb$AyFE+3@n!Dgu
zl;M>;z9=ly%`uMBPPaDFCzD6x3?|))NlBLgT?125&@4Q<`0R$!lUw%<hc11_o$vhF
z)Gl%>nRVE$wZ|?5-y}#OYFoA1H4gBjp{mp$TlIQWr$AWaAKP~~sb6t@shyN-^%aPj
zeZP~Us=#T<ySNd3YP*KflVzVFB)YdZak$k@%P?YY>B8TnmRy8<<E8a)d3RhvH=0}u
ze<f#{3iTx*qsH2FPNoKihSC>We!1p?7e-s?4`%9Qc7{Se3wOC81#24{S7jxJ3qusP
zmm+qCK>hG$k#`8Bnch-mKFQsCUML=Of;eY2qV8>Xce&fEj4A{_d))n5j&v<i(Q0Te
zwj%R=7<E5*J%OQz#P9+at=<R;;cD%W<<0%ng9t`9BGrSvJ+07x8NI?RXMOx>si>^%
z=nE+TsKE!|i;Osj6)?v>B=+k6;`MlP?|&kbx*qOz`SPgO3>OzyAkPydCcEip8?Kek
zAlb0r8At7Z3@CGH+`q^J*pPGuy1_s*>%6wP#)sS0(8f%B{yg&f{D5;FtxbhtMMVfp
z)-4LG>Xuc31m-A(<=vWn#W_1Qq%^f9?Np<?@uc!yb`GlrrIkz(Op)on{w!V(oJh#x
zf(9c@@oPy@%v?`7!knF2*@Ug>g#_Oyt4N)_R&^2E$+%j#nrPt%<Ce4!DEO$Y2AH?f
z3mUycJSg`w-xoSZrMJxEZP)@U9VNRbGVeS~`a)+pYqeyYj{1C&RfpOK*=l;8O}!9B
zRg*8MP4n<h`S2h}#Z0|E&d6HH#~7I|)aw-Yz+~Rgkf~g@T<JNSPPx-B$l&z7a^*s!
zo8e?h3>dgKlTPylbR_&H<*Oqr15Hb1V@qQrH2J?EO!LBhJ87~#K&@^uwB_H$#l*yb
zpKQvs0SG}|-@u?rGeiHEfS2atsICt%C~>0d0{!S2uTyaHmjJJAFg4{+y%+wFX+yQ@
z(W6HJo!cKlM@OroF9oP<E5Mzg3<DZr2Kx2>6BO-vc)$X?Jq((JA4Nkq$;ZpPtQR<W
zhO-+E%lKQh)cQBza6W(LVn|Enh7H-jHs%(SezobX6);&UC}3w{Now-__M-FVO_mKk
zglqiIj?PY>+K+%ie=za@d7vM}TtLBW_tbYB+~{LKYtzQWcgo-?T#F#`Kgo-&es_jZ
z+=Jg5HHZud&DjJW1D`j@Za(>b8xo~@mlTlqb=Q4q_R&Y2J6h{ym?3r`mKjM811O^b
z3!^9GDJrnP!*<*&;X--to-OfN*7F1HpzZ-hUvdtAT1EzmU|0U~0NYm3Kpg|0M)G_5
z({;d8T*h7?JFx)wOR8dufE4)^HP=4_XF%iU9J76{3QTF7Cm934+yO%m8(_`D3`X(Q
z9U_IQyX!bIKHVsQiNNGJ(P(V|XcS4e@&@lo%1+QvdGzejToauW+PN~>ESW}+C3Q`y
zOIrqieTp~_&NCl;l3dDRvP4*ylEP6x2$kEp)<ZKh4q77Q^}y(@5n~`^bSg-e;@#7=
zx|fDhe41a=f1sTIOcti<t=I^Ww7C{(@vGn9>_MjmGpBey4fRa=a3ZGiuoPWBS2+uc
zt1S0^eKr4Ra7eYgJR+>6#j6$1Pi@9I^!nSkvKBfs3kzq!+*V5wPveVbUqo(-HItE7
zCh-6~D`Z=iL10e=bO<;sbOHVaJ_JCw%nAJSWur+Ex<2&vxdh&sQuPqAqGW4GTxVPT
zVSFem<uw%%71hI1kyGjo1RT(NwY6#4*)a4HY-&pVim1OPi3fbh<3>s=)_#pvXO@(d
z6nCJufEDziF}O&gyb7J_18kRsSzr8x<sV&!Zwh6>qbK<uaS0ut25W2lA|@rD@h5M;
z4Otp7CFhvOqz$>7^T471$*jT#kt2DFEcI}d-cMR=2;i8Y6P}gQKr-?VYwz-|Iva`=
z-?~NqkR(hVZmW}0Lc|-9LN$phOnz`~;EPz&Q<p2DN5ri8xaR=_>1AaC2lNAMSJU;i
zZ^MZ7Da6}^dZZ&PCoZKdVrE3+$tfv0+{)BWasyNz%-UiaIt;cHljl1k<hMve$ysUU
zYVR`pXetaTuF~e}d;%$+pd9`+PU&t9u_6OKea*XQ<n&sD3$4cB7Vs2?a#0iDwuDBa
zP9>)L*y}B;da&(+LOfod;KU6jG&6Z4(s7^`MA_(tiyaY6=Sh5$KIeaRgTR<Ujnwti
zNxnL#IoOS_jO&TXF@^@ZC__h>^0eY}^{P@3o0(@ofaNY)1z&6wPVtwV3@`mo5<Q{W
zZac%iy~Vf;LdeT$j9-P4Qz=n@sEkZWQDeXLAHfh<4*eGr8o{EbzZ@~vU#rfr1g0G@
z;e8o5Ko|%LRg&WP4}=hd<{9cWiUBhFk#%AQJ;?;3@(+4qp*R_hi$kB&M2Z82`3f@b
zrvdhVB@N>6s#p$|J*<To3G~5~<!C+!990I1s*qJg#j&Bdo5U-uTxb<5(Q0x;+I8Sn
zMq~&-*Z>kYp#AaVM`#!Of9KrR#e_b%H{XSl@yL6KN69<>tP6t@A=H3G>Sb^XtK-@U
z;9o%V+=l*ag@z?WBz;LB;gGqgH%!S#S8+Gs#XiMQ>H{`=%Tg^Lv9cqf1@jvyj)pBD
z^tx|;<h=R5JVx2a(y#|gQzjliUM?dqYD?n#k1^#W*3W|Gji4B7CgVpmQJ+EH`{aC`
zu7>(id=|>K`L5az-sMwTnhVsA63GTKX4BV@H(|DfUniQgTMufZ)Ju8_3DF>WB!8MR
zB{Xa@X{LiECQA#p`Ew!7nKPR3kOli>HdG=Dr&=BGp(YzW3Cu9dMkLFF5ZFq+ab(n~
zD&ns#H3m)snO*ps-@r*nmC#>}_a{O3P`H*he-=CNrlg9)QT%F#O1lDs>q3c#jP(DA
zjEuyw;Iv@@{QNRbm+x(}`)hh`3Y4Xkrsi`P*<9;@o4wuY^2WLb60wJSZ<Uh_vV3gQ
zMXn8^(lz2Ao*o|f`;;G?U&d<lg<EhLeOrOirshl9&4@*iGZYVSM(MlQF4CB9&7TZC
z0LL?Lw8lxf1Ewt!j2=|<+{Wls`c{lAbK!EnHl@lM?Or69WwkMBpI)1QPX|{F%G(iZ
zG6Q<`)Qzg&wYYG>8pS8x#{zw%{r#QG>OBG#nfzs+mgGu>@CimVG?JitM&BPXu?hu8
zvcEM(+1w`!C0a+BCyeJQpHV0X|4q`sF05ycAk$lBL5#d!Ym*M!V`f=19{WDMNaZSb
zBFYdiOHm*1-F=pl^jRXOo=&J+&fU9w6^5J<_rm3|h94Z{PlIa*%?MEP>@B&aXQQLF
zBvXO%p1-D%!MCpk6n`7}c`QH7k?VP_R_5xEv_gLy4SV;B6Lq=}{%IhaZ37Ix1X8Lo
z4xi|x_miy?Zzq0_oX=KeBw{6V+5#zQx!#(A3wnxD45bAmQf;Frnf`){x<?xnUIcZe
z#AIBAlEfLucKxKY1Y01))@qZwkmJjY)HO`~PpC%Kw|sJeG2=7a1RAQB)~AN2lUBnW
z+ip7)B!w<rMbA4wcGlML&B*Z=q!L-sXSrwhFvEEmkh<LO{1=IZ&~l3|Vxi7@947?!
zGPxr;cbAz?k`L^4fqKd#39=1Q<)i9tG_<6#uy#v|FmCMse*UMTl8nzVm9o|E^9^Qh
zAnPS4`OYk-o^V!XoP2!Qdq41ZU`c>CBT!t9#u)#enIVb`O$4;mkCAV~a;Zn}di;kv
zMsE}oNm4i7m+&xY3SGJ$s`QEChA~knEz@PtB@769-z=rfGR7M5)FwT+ckVvL!?YYJ
zz6R_PiF+@~xH-f)Yu%P8CY$3@G*eB&0qt|6CpkN}Eqc({TE#t=H%c7(^Xf2X5E`rM
zmr9$wbH<K)@uUvW(qAg5AUD3VjOyb5aYv0)lNOir(HBWdUxj^i6Li&6Kmk^&2XWTl
zu=M89IQ|WsDsci{6(zoDaa)NhxDNWG0o`95Rb<m`(fbM$41y?{Jt~A-d~?K)>cX|E
zW!~8zV?xx?B$ItMC#XAc`}!^AeJ~%Tmz*?!3I~!)pEIAWl<#diqRK{uF}~m@5t0kn
z4~0;-w2Kx-h@Yz>t$=K11*jVD4w}1SrhNN-mLjH!wJ;X2W-K+s-mTOVVOL(-nm7)Q
zD~a;UJXe*vVd@s3Fr$}Le@Ps94}s4lJd-AyxD0Y(!n<xKXd36b{|E^xrZ5QPOe6Sc
zVmB7faB8-@<IcT*|9(sWCCiW}{DVNis4dfwYZzPxxx`v|7|OS64MO8xCm9(+$6zdq
z!QX&``QHFlQ%1Crq2c1fLOe_C&Bo~cVCFE$xKAKU%+Q~fVDQx|P3R6}i!?DcCAnZx
zs>P){a=*f|M^Fo62iYq9n;>j9Q5Qfsl5bE5&RSj(M!f`4%<Cj1C*MC3x7xQeGIA=V
z7R8@3v$J1yg2>s>p5tE|$18F~R9>R$3l}X>z4^@V5wK{~y{(&Fpz<7rvXnCdgJH~;
z!-u8ltGm)UrdbpwO~mV(d)!xLV4$K((9PoJBP-JKV9uiCBQ9FYm$X^_`6@o1sDb(y
zrC@sC^1|r}<Y(JFhQ@Br<pE?FG8-l*dI*duIf6zhKbB=YILRn)kz|uO;^)@}7V_vc
zycpFH#%%j&me%+}oW_RPTdE3D2IM4Ebt9iE31@S1at3%3tx~XBM%f14Do`m&7#;Ne
z0!yhjn)(ldF$3!S>{hcffvg)uVpU&!f`rHD^HlgE5Ztxr5N5(zUMwr?yssQeDgTL;
z99;SxVdF=%%$v`)@PXwm+a^P0G#*yDp#$D-wl5;nF}rZB{=7Xgli1}s;G)Guc)-YG
z>(k}=%7v5EEQuo_pLvK?_e4|nf23vqfBYixhVXNHe}A8xmZFlDsDDq1|7O*=@9~ct
z?sA+AGi8^_|I@N@()NF&)QA9ErbZYFge&wP9L-TBr-BD%mb`|BBPgJbmGtwe^M_%o
zm4kz$hKZu`bl3R!i5kn2CiUnc@@~k&KpvDh|2{;z%5gHc071>oEmg{Yw{paL4a63W
zaOv&WZuYpy{jP*+-Ey9Gj|IWj1I06#ydjMJ{U7CYyRgp1`DH1U@$>LJcj+dvsuLK}
zfmD_CPs781U}p-Pk^J{#x8EgS`e-=I>hY(a9%9|!K=QTk^W)UthXl5jJAkBRqF=bl
zl?E+)cIAPRD?dMUF@WL*XyaM1Jz_F4zkiIXi$HK9Kb;tp<**!U(t3E3H`(eh=%kMQ
z#ZX7~kDaTH?)a@i1Lo?^3VV3g9MN+k6x>51Vq!J5wO;UNa3EG|>Up@Vu(1AWjoKM=
z;LQsi^1|qotaS9Ge}Okyc}OX1cDzg%zi%t^RVbT_$kLg^8r};wymytOMMaVJkdke`
zJR>hHZGI;6e;#HAqi?T{i=~C7CxmmC>bf;jyXDB<T_~>%o$sf+{pX`D)!Vz894$s;
z9NgUPAxjo*D1$v3b8NFj*hh6*qkST-Ll{hSd6PRV(#HmC0_ja~*XW9YeZH%!>%oK5
zi&E8w(waYcNq+KD^fLBY5Y$f;5Sv-SXZGvqA75i7UjGs@to`Zf75k%(;6+pD1rK)r
zJT7cq?)%o<taS1c>PZzL14bEyv<RF$?PGRgWdg9es)~wdp}7A7=}pkIGVGDH;_`*=
z_Rg#O{`XGHmw89|4ZV%`i*G(QAC@Ex7}*-^v+}rt@(g0cz!Q@|{&W2PCumy@%1vh0
zc_}K7P}-%!S#{i@2@1h9O`FOq7c$7XU^-|M##>+mOY}z2a<0J?&4*Zek8rJ0cS<<4
z6hX6P-pIA{LUnbOpQd>_>-%SxWkPnvz78@gT;iISm}`c<?tPiAu9{i|T%pizgXsd}
z$(e=lSB=!~4KpT#13#ayVWfAxjla>kK4*EV(MiQEsK2?pySuT0z6tY*>fo0I7pj1I
zutCFndHVl-)oeS3Vr>rV2dVvbLD|h~Y4u8h=C$hAgQ-Py<XfyLMkZlwD-75&SP0Ca
z=7v!V<f)TWEAdjUCd6Ba=lD=o=i;De_A}#9<<_Sd&1LO$^bL73u1OdR10S`;rKL}>
znL-7lsi|3}7KHx4Ui*$#cJoBQP=AQ*j+5tNC;gc1YsH!k{J_ufC+22OOb?ZPM#)$g
zR#!V=o&`p>+S>suu5`cK>yocq#5vskE&5^0qryJHJ;du%q;?FB*T@R>6khckU6jB4
zmNPEy7@Sqw+S<BmA!7^pN>*%Wx5n#}&x}^Th@igDJ?PQ1Bl2Q}*Xs2t3hUZ~8Hp0t
zAj#s$o`nede=UBWnTgXPA>9IS4)WY3InG6nn%5ypj$aY(s`f!n7d~CTTm4A`Gc*xK
zRe|%MMWuk<Rz4_rMuq`-^YU6sCi@}7KP*r2zn`+>oe)jo$Hr^_KHU+P+PdTvVzQNZ
zw=j9IdcaU;(i$Pg<MH3y%5T;&7KmKnJ}_lFco^l`wbG&(?qo4o!4@y(CcHwZ*NMX@
zQvKxB|L@XtJ-B|#tz5G>GU388?~CsqZ`ThG4}WCENmz*l_XdofKRIfKnwPCYuRlI%
zjs8@6yJ>xDe9UjXPRUwC`s4q(zE7US6(4OnwTJ%7Wb^!g-|MF(g0)BQT6H;7`5X(p
z5xW0*Be_e<G~t~Rgq00tjchxw+jsNNl4Fq@Rw1l#Q&t|8_pS5#+{&@2$csKxlAmGZ
za>=_s{mj@~xSRUBPL_jYpS!}#;{Wa)OaAK@J~8<KhWqc|zr&^4ryNcWmrpG8y)c3D
z{70bvz+$Avthfngkvzc#^{zYb|D3u}b>C|TZ)|qE&XMBE$Lp-z;fjPJ6)aOX0TS85
zE`2?@p^PGvt?q6X>etd=bzH%a(&c>s13>6F{(`;ovIf;>qFekd|NA*w-CO5H>YiPg
zVw+4nEEUaOQo8bymKBP8_2oMY3m*K#u5v@Frkum&Wf~6+gd>aN_IZf8CgI3ok)ly`
zT!mvj_3uGQRst-8u4&BuAuh^$*Q2pTE}|(fMbIyp!exdEL;KY-+#0|<8X%GnHRj+@
zLgi~sFU$VlElg=MuipI0u3x(G!F|quO`I2Oe%+P!;h$GRr>H=u_5Uz+m2p{ZPZvc}
z8l+RC1!;Kb1`+8Hkdl(_E(z&SLXhrGC8fK&yLsqF8s3fm@4fFAKltN3XP+IjXV$D)
z10q+a?J=ZVYQq2_uoRE}F2xpcQ6WE*C7!1h(gCzRFu0{v=7|^MvE2)=sOu-50JS;&
z3CNW8FHj#=hPX9%AguxGMgOsmU+wop4;2(QVU!Z`@RI1_5sb1&T|-0fMg_bT6cjeO
zkZP7yjhfV<_&yJxgQ&zK8AXFR_N}aCTqe|2>7wqrgfdq0J??pNeB7_+qHch$7U(Dd
z8o=O_l>D8jcPSbDc$9`{&5d8J0-KFKIFM~cQkP6k<$9CyIu-&*gP1|J@FT$Hbd!{@
z9#-9-InU03Xj)JXg$0{ZCpL4SG}cc?<*SS4F&89x6tqeNtcFUHQ6r%2f_zX0uAd$T
zuo}a-f!&TR*Y|C?TrXH3Wtks-EjA6d3hW*dLIVoE51z_US}PE(_-t;&XJz>KpUopC
zFV7LeD-AnfY19HWH2I(vU5fL4r8`D14n+44TX^jZLZgb@*n<^@!ijwnA2RmlI1B3~
zV%hro`ZE@Ajr`rnVn~acn8Joxfm%x9g|*xy>du-+zL55gk~RQ_G}D&Qj-RV~b%b!s
zm5uAny^Xwm^M+E|Z~GP3Kl2)>xR-LWgqqFOKr13?`nC1%LwX))jN+b${*8BpL2vKL
z$L@R_WNmbTWx!8YzJ`8EEx#NI7B0$e3zK;!;nObstZB&E1KimA3N6lPx8o+6a1e6r
z5x%Tc%sBj{Yh7nk$iG|MXTYWI<1-AnBS<nh8=vWtPNWo&V6R7>d0sd1bmISAh9Wze
z2vVYuFXoIK91ei_4M?&;6RGykt@ggvZ@`6^5aN1D+s8;wz62m$5z9^&zRo9qpG~tH
z+f{B;!iUm6Pd`091r?l46CiK#P{jzYjpiuC(%ntsdQ&wrsuLc{#a`@(r`lWM2I#)A
z$h;w0LB5&)X^cKa`Qn8EXuJoIxPUQlmyw+H|0aNa6(Xc6JTX643paBe&>OcOxNIdR
z_QW3T60{UO0g$n`V36OB3_BTez)nzsUsr$hu%7SYNC#^grzCRfW1U{H2`YJnP(%w8
zadA}vXf`SbxI#igpJ@56gi8nL(Ee@_(!t>^s+OPzjN9%Xa)o&BoFaCTqnSJ~r0+VO
zKLNVZI5;>@HXdODSg#0F0DvM_oYdXT#J09JaN4x0t-U=(W<h3zM9}knmzcNY$H`)n
zJ=tu&mwyKXj7SF;6>mG$Le`zn)xj%QujQ@Jgh?IvVYJwDz;_3{R8c?Xa`6yc7iZ@~
z9)r<8i{Iim&^@`a3N57kng2x91b<<OscnFzZ`d|@J*<z2+TXrw2oSyj6(t0iD~f{0
z7}2yiNQRP7@&a)6?Eyi9Ilzp+0hVtWprGP|nBhR<LTO=)O?{1&%aRz3OcZtWL=|qv
z$6pUCU`fZf6n-44d_K1v^v0z<=~^gC$yz3X^Fe3BIx{B+m?AphOCLIizy5m*i9m;5
zj*qatF@qnsN4E1BD?_R@smrx7mCbi9J$r>kp%ok$cmZPghPx{>F!4Z+*>LO4^f06e
zuqRDCEr2xyv{3mEfG0xA=X?k}&j-q8<4Q9tpvD^lS&yW|M8L|XeAqCbA6yPB>5TF6
zcf&2F4bMJi3OmEf_pJFweV+SH&q<#i0@7)xks7@~C4&046{`6i27FyB2DLp}7`^B?
zx0Pe@Gv$JrUDM4FM%i~SrOU(uihVxgh%)#tYI@_ZuC4}AEPtx=9)LJ(kEIIx4tc%&
zjf?TBC6pL)41lKxgQyUQ1ua@(YOlw>lO1o$2lI4LSv)%)TENa`$s<C+HPOQgIomdz
zfcXDixl<m44{7Cd<wHtoch|RES__%Kxk!qZ)ieyP`4I9uK+SD9aBd#TzePyPKmk5W
z$M@(#P#<wv_slm<!eoNtpr*mN#T!Yu)5p@_HHvPi#F&nL-kBn%-2Z<CxWHw+Fz8V>
zyS^m#_zX~RzAO9C4r;$u!3=KV+T(+o2*A>s0)Rg_(ukDkQgzEvXy+>MI|;KVq4;R?
zd}v|7FZ-Xj5&@kf3mD!(E{D6EaSxN#k56jzjZzhtb*JU!3HXwj=niT?fI^cGa}ZfL
znV_thZK!u6NDc;n-Z~<_Di}8rrhKqM)E~t>@CeP;hY(uJ-~BHd0N4LX+;H&9W-&N2
zk`HSG4(JfX%S@xtZtSm}1IPRdK@Y#Mi_spa8+iiQR-|G_jbIG24F{8sv)1=uC~>n0
z23_6}K4N8MeGCgbIx>P{WsvlrAI-u0><Fg=60H1ITl=8`9#l{K1g-|HPIRnr(n;yV
zdvJi)41E<)Tn-h$&^4?61yZYO+AfA5ez|HnsC=?Ry!!8GK5?=sMaAbw6=eq=(_tlB
zgCG#ljcaRbOWxNg;#lsr|1sUn{K<AY<4YPE@s-x2@T2S^m7uwA2~eDUD0C6w<T}em
z`^OgRx$;TALLZn53+1~O9*wGCe04j<aiExP|JwL;4uNp+JCDOQfM-Dc$JW7t+%2o2
z)2j!E=F&Ilh}hJfqsofvY{#kR$NqQ!uzf#2p_8~&%t&?s-8~2<hNAIPS1*g=cK&PA
z)9mb7bqx2X?PeB^qQ#T^t}1C3i#_vt<$fg+>lp|dWEGqNV)!}GqMn|v0S+t%=k}XF
zP6+~-p}S+gr2XKZCqbrGG*e@OTAjzrS_QRc8Gd{%O6JN2AAx!Vkb3~p2oQ{+AXy3W
zPw2Fh`SjOsScR}=%_R%0UhG)C;O0&)HfDUCq_J_y6`E`%uKW{Z!a(-lFCYN0LDoPb
zaIVgU?T?#H1UBR*GBVaKNfQND*c5MK?)&u_45uL6<6yzXU^EX9%m*eU5PdWNR1si<
z#S8kO0&(zvPI-2R-5MvqL-z=_N&(f>Oj4N>w@T-+OokKaUWZ7z3Sk#t-`S}(9j8AA
zvWo-|+swZgTZZ2eaoENUv|sMK<|hfP-Cbe2Zfu&@Y9VHUK@Tz4BA`-JaUv!IJR!J+
zj<K01hx@PLGvy0FTLPU;wioZk#;YP4k2Xxq62`=-Qmn+~e<Qt&{GUV7b_O|L`GB2B
z_(?*xPKBz>F7~EC%|xJJDi_DUxjs0K?l=bg<zJUxq2*k){L|t7Ja1ZB_uZqd1g?;l
zvu-Mh0;3mzaEBsMBVp1|)id{##-+tCIyLq2hlI$FVnI1loxu*_EPqC&0FHm;@YX3D
z+^-w=`fO#WKwt}{|2R?Q&j-heMP>&a(MeM(LOR+ZLFaJavMF7iwioOa#o^NbU4au2
zFG+ABL2!wH%>%W18{!a7_~&wrHsyl~<HNJn83Gfa-x+>(b_Pl@a^*>G$sf$~I%XE(
zARR~87ehc309v1VKr#y?A{D$82L9cT6=;_VgC0$b04JA_kSNxuKz{#18HeWY;~n<l
zEFH{@4!PdHPfkGjm5RMRd!Psj;|{U@zvod%+fmrjwIO@y&M1>A9O@1n43M0G9Eba?
z2s?iG8$}tB{E#hx4O=sMmTN_aYw!`9MwXbvR2c{`vAo9YZu>V31b6*TrkC;W_bJd{
z9;Sm~1&`4d>c3OTNRu3w01yQfZV3y3f3Wj?O@K{+&){omb4KH6P<OJ^HzG~A+R2_C
z&<r=PL+RJ|k?0yS>W^0evJl|xiXL_q#8rUU{_nH_6Q>bo!1@}=>G5^D++K~z#=%jP
zr*>n{y{>R_8%_H@c5d5Hp*ov>?4M~s@35C$u0g+=n(h=LXY&e4nJ^nYT}T+%t!F}h
z-GO275wtr3k$C*pe|8lqDTD5dtK4-u)5SeL(Uezjs6c}8Sy;-Php2>Ucu+V#fd+U8
zQ22sx38Npbu{&K?kMK$%t^%E#&_zyPiO1KL-w&1MI^c4wgR)ytg;7sI_%0cW|0rYC
zr9kmdC=iI%X(wx5%Tu=FN=qz7V&CTTzS1b?O{KmoUk>nn{2%=p{4)?H+iPgWofqfv
zbHe|g#hT*s{4iNPkLeX0*<ttK!#iv%uN#+{lnp5O{<Rc4c56o)iJ>>(dnp`lyh4*M
zXE&l|i-RM-Jx`GRgDu_3uUsVxqEijpEFcpiUC>#c`H61PLD*By;{N@eK&*zUNOfAS
zf~9xvBm3iC+B}Y$(fe)%A6g&I1qc~V>c_{~^4y*?5o@Q!egDRQGS$J%x!&=i5!UeE
z%frixDwH`i&1-A)LsAA#p)BFR<cdz2xYpI?llk09q$Jf%_DIp1Hr*S!hxub}c@d!s
zRfl4rm_$8%%0ujjTq9L5yiDeSY>MA^h&uvn-KwxwxNQ6$dQ)L3T*7whC6-6&=giFc
z`j8L*@^(Fy$HKdkTqmJqIL2L>z*oT)_^WA+@~7ZT%D;ae_R;W*Xpm}N-?}yw!z;f=
zfwEPs<{<(?(bItP8TIuj8r&^Nqkhhf8i{h$nsr$Dja0OM2Ok;{nFCn59+v)6b9s%`
zDp4K?HSEf)z-FF5yX@BGLzCG|q`~@GR^C%Kz=Db+0vLrreRk&WHz<ZfbM?U3zk#Mb
zwg9j@kKEowIO^LWjxYAnA3WnvVZ1Ih)m7Qi-604tUNbv!aGe*eLW}Gge!Y|X!!jgG
zaBIH5O_vSxv_`7lU9b#c60+M^CV2R9sW9Vb<qHdi<CD^eCJ@koi#{s{^G6|&*Z~f_
zQWxs^1B-R%^kpb?2o|XMx&U?ChmN8b1cE>$6bC?tj(ZvaSpjERCW(iGnfVa7WFqsi
zUu~9}yg||t=^-o*9oZx%2Z-K@Wxhlu;b-GuILu+tQHB%)gBer+exMNORC@HR3pmXV
z8{;-84&_hF%y1SEO%aY^*I_F}n}av8+kbw9O&gU~gbu*XixJhIpKMVwpeCx%y6eH7
zz@7E^_VHJ`8Q>W(4FA?xEHIMqmv~A<A)a}6mR|xFvCW)}A+wWseIg(4Q&?*PA=vtZ
z{Sn3=gKQ(v<OllL1+B4eNf{Er&$qL+1%l$9AZN2PnbrU7LAnLBJh7($?T5^0$@GN8
zKz9RRKOc@B1&F<dd*^9xcxwztLz9y_D$L59<7Si0)cjuOiI$&CXj)Cr&SI<65&Aoz
z#b_o|TdjBpok2Bu8B5Jdn--X=J?AeSR+-vgAMGHId3W0|9Ia$!AXw2*(JRoZIl#HV
zX=n-GTs%I9`pLDEtS;meY%JlJ&ytTldXB6J9eSHr8(YvVeo?&hOQWyC8pX~Y(WW%s
zYTVp}Ell?0ostoX1V!i;vEd!hiEPjIQN!wNMchcmymv)`{Rj_s25g+c$B%9OeSP0v
zs*4DS`}-!tB}K)=oPoko;k6euG@=LK8b?hgB_#zK-2tmWzQ@GG1V@oB3e-n)^YUI_
zT_HcLEDAP{B*TfyN*QGoj~Cb7^|vU`8%O&cIXrZS{=ujQB#tsUawZP|dw^g9RL_dw
z!h*wbWWGbZiF|`9K=9s4TdP;xkwbN6@|~q|{gCH&bDql#-&tMEbJhrpQ1Q!%kJC6s
zt$7v+2iNyh4r{iv{1UuVG6za@p6)UE%i*X#7JDMQNiB({@Z)@rJNR@Ae#bM*aAX1U
z2-os%y_esLHMKq;$vF{(2KcZfDLL=^TE1<{9WE05KDI@4f6#b*fA>b&NI{C#U%ul(
zEoc&Cryd*%kpY)%d$i=!05VSuTW{J`2*8zj>^J4hP*5N^K)u>zBoioY|JmCQGeGH-
z>R9rQJ$)TP=~sEup(uk?Qkg}3PR<-Bf3oizQ1K=V{4tR8qd;o&)p^a=%abF-@NDaq
z&3wTi*Zuswr(VGoTSMNcQxEjmTMr#4Pd5B=<MRpa$)|(H#A791c2uQWPp@m~NZOYM
z+`n(X&oSI=9&Vi+gyk~%-!G!3Ad?tPRw6rCBbM1A+Lb06*PQk#LM-WS_I79MIZyN1
zs=~DbwS0%*7bV<z_lC+t>rmdW50>CZAYrdUM0n2AU~EZ<eY~Q0s|d~<e#Q}u3@64T
zaPg=Lp|TV1faQMi;>E*teo+t`ar`n;6*2)y9Rl6Uyx)Kl^WevzR&xoMi01G0u4m~1
zD$c2hK&`0jL>0yVanvdV3yx&IdZ1*y6YL8##m@WdZ=;@DUt*XTgBgzI5KQnXULAlu
z<%3@Il0%n$EgvI?L6zFzBix)qi%3&-okBgA%x>Q40Q3R`Q@^>v&)2&R^OPFy%x5`{
zA4$j^Br470on??;FMiv<V#^xtLM?%m6tmM-b`IIZc5-51TNp8Z)S&EJplcft7+av8
z+K4htG1xE;ZaI%B=;n`g1!t#t;%VVdx0&-?Rn1e#+oa;Px3Ksq`XFwAofmKt8nm%!
zh#Sd5wMU~hyk5beaLNu23q!F0$q!J0;-e2TkO1JcGcw9<u%`P#JIND3`k<~4nhIWm
zYR_RH$mIh8T)A_gsF(yWc6>cu`b4n3j(H5=MZNRRAV0bdau!1pxjRb6X($`bdCK&6
z^ob^ezzw^o!;^lM`+okDfG>}vi#y3jh~T}9bjuw&QF2ADTT91AbkSa3{&-2XG`2g>
zGrD2tfv~4g>br}#Lf0i9`HXwyEUai=lPRu0lWIRR+w=||!2G7oQo;X0n+)fqdu>n3
zsHK@s1-5__(dr}K2Pnq2yp?DDSfa8k9GnK-iJR4K5r0*selF!5g%Ge&t#ScmjUI``
zKf3hz2&Lbr*jXMF=grSVm>)IgmI!EU?|k)SP%oKrZFz#jptPGix05Id@1-`Niw_VI
z%pYTzBb}-Qk}K(sFOll4KQ_`Pb<wp*tq>3mDhM{P8s;#S3kqJIW{U4UF-v%&Sqq{B
z>a#r>8&A&$ERA@R$Vn)%IvM{_r<G*+g|2NZC(R01SMrRz3tx`i(1J9RnW>vJPfos>
zK@`i*at)o$PmjQQhtdkAxTwqbCps&h-J{YWc0!*Bi|i*iGW*Ak)XXp@nq)~&ni~o2
zOv!Hmc0+nJ>j<A=zo@AN@o<NZ9KtFTuqi1Scx61#LG;G?4(BETV2Zi?D&#ef#{{90
zpYo0pSBzMKF$O3zRrVdi(>kz^w~21*@t%3qIHfT7BG8~(3#d$PEAR2-^fAiL&di5|
z#aPl|X)e!my}G-EHhWYt(a<lHOX#hqF#zI!jMk*8ou;OP{Mu<h)UR&!Xv8n;fYH5V
zppHkd{l@-iU;H&=x2T<li{Q@BJgA`NUEbMavo4B2Vw0lqLYG3^cNV|uUh`e_<M}E`
zgY-+yfwT4Ih7I-W6wIU(#J}#j-%+9n(}*eijL+kw%C)Gt=-(u`2r4k5O5vWVjlhRN
zRJok%ACQwB?C*|EX0llC8Ra~aQ!R2#H?6Qs@pNo&U!UttNwgY1-jC-vMht)PSv5s-
z-c+Svqc;K22-4GH8sUFes9%jYZrw7r*KJ(2X}Q+$);S-n8?CMqMJ#Zev`)`G-r^2$
z4^y3yr-7o~<((*{j<2u1`7US!O?_J$=KIoilWcEUiK<k3=!m@D6rBt{;}o1hQ7>Wg
zR7{h-@7u64`enl^bHc>wq56k)F-U(yy$5fryxsMiTaswJc){qa1*hp|V~=N(U1&d@
zXtLL}O@~*+7(>9Odcx}_m1LHz-NR@fZG8Iq<28m`ugf>pr-g+Zn!?+NCTZakIe6r+
z=2w_p(b-sbsp_GPZDMA(VXM*cWrYj<^|jYm`y^^k#Igc~PkOtC`{$~D?@f;<wj@To
zFx(W7DU#7y%FNL^^93A9F{jy)GSVxIbOPWK<xjFzjIPs;^xa2AMafWe(1fmkanY+S
z5EJA$bGlN#f*@DbweP}jZHAO(d@kM8t+-$fYuIN0ZZ$07#aN!*_Fa6U>FdUGm5H^X
z^Nq&h`*HW;8vQs*KLlmTkQm0Suk1J`j`^O~Pi{-`P8&+LJ#<DRT$K(?sU2m$S-$FO
zJ#!E99QWpp`cNV_Z|yL%ae_3-#<Wm>sMY2a1IwU>RH$Jktd+8dZDhgE=C*UGvq6$4
zU>oNV7o%0`Yf;J<hixj!@GXZdIk{x{3=%3SX3}9t>MapY%D=t3%4Ry23v$DtLm@Iq
zfc&`)DWod|a=Ic###Kaz6fwl6>fO#k9tL1CwxB8+Bp5J0f5-;*fzM<^N|1?jIm@%4
zux@hPHlp${uz0&>dAGV7Z(BX7?1zAbf~Iy9rNt+iMU~+y*;}sjl4r`jbbUyQowmt_
z34vCbo2&<c?MV-56Bjrh$)&|EF298DQ*3W?Mz=wF_t@TZ2Thr5^g7H&N9}a$cI1;d
zS=j7?r9&*w$xA|i4s(nNj1L{|;p=9}4X^G=)eNoU=I0`IMRsOCPt6XGsRU-`#g}}P
z)t7#0iyz?+j1c~oC=hzRO~Q8E1A3n)pb|-#5`@~HH!xY%{>A8|*^*&D{(M?~er$g^
zbKOAYVFifH`9Q81&n*vp_2V!xj^<h>75i}J^Dklpv-@R?2!lGzxd)++I*hlwt)u-3
zZ_I2--}gT0TrhJJe1EDJrp{psKVgo)QNCe5=J%FHqwjLLx2A%pzf6GpHzUi9;ryQr
z6WM8=)SJxbvoX=fm0p^ipB;!8izltW#_WZr<kv`O_Ioa}%uO&&4RE#%Ftv4?l+`$V
zioGQ3G)31k#WOM_ThS#lrzz>PDMvTaB{dl4$S(MjGx)?yW5D^v15RIJ%Fbiqn#}n#
zmED7?slT7`#S5_`HBKY|?xFkx&VQw5vA+t1<to11mnAIcaM>94S$pXKt7Y!j1Tu2a
zzVEOb5KyTuCe{WJ{&qGtEAbaekzcRD)kNq!sd^r2w#({u8nH)HZnnI*HOsPC6`I8M
z)=O|rr+`Ia;KJ>20dvw<^vd#}@$&eJj%aWKaZ~<PwQRk7=Zqd&%3y^6|JB?2^QSW^
z9&Je>iblnxV=0T}M?&)J)3~Uu#1_6Jdp;Ce+v6lVN?x*d*Yakw7;fs@Q?mh6@7~_@
z_s|TPo=VNaq3()g`cmwQSdidqO!=$bn_qS!SdoquIO^&%lj2f$*ySdh?QhI$TeEgM
z?2M=J9$3^rFVbZbp_C2)DvgHscejDops^2VvIE*5`8fOs#BZ)SP(z@KCC+=*E0ufs
zli``(N8M}@L%HEwR6YQ*1*nRzK8QV1Q$e&5D3ZZ&&LfFTjW<8m4>kQ&<TA?JpkK1g
zHtVsmc%(UV?s;>rW0aLe2PE31K4*9L3@*k#ugrP6WsYz(P`y5JQnV{dvg^A?2tTW;
zJw@Kum>xIzTt{1_P>{Jqw{7Q2*yw0=p^%U%X&&jdKG_E=B6DLrMIBXE$1nW9N1Vfx
zZXZhq$QL-Zn6e}O{379;$y`}^LNp_@b^Xh#G47|^y74fcQ75g~vJRbBVIV#|{wPG6
zs*%KX`^TFbl|d3Uc&j&rb&MxVZ-G<YE)f$O%LO7lo;-Ju26+pZbI6gZ8>8OI|K^Wc
z#+<|J2G$ljdSkCG8@B6Dg0CH4Z{L)O+i^_-P-l1sXjOua3pPjT?7LsSd>I10Kq#<d
zo#E}#NOkV2H5W|=lDU%9)CdUgJyI~)8t>iRJFQ@OJh6wCcL?TZOn<Ni&t-LY$szGO
zm^5VzdPUT3Vx~A8I{tiZwhcec{dtzxpNHo&&otAIZT^+{*&MVtI#6v0xjRF!-m4(Y
zlAN%@i&pc3UwUUGqJ<PD=Ifui&SMv)d^tyS)c3fj;CZJ%cj*f>e-RxLM?0fFE8w%f
zE$gkJb~I;zm)8Bp6Dks?odU~G=@2_t)yocy(x-l>Z^>V!#FTaebHiVnfld)1tYlym
zL_<UbdaJ=-W-b3oWctx1QJ%M!t6x^(B}+)YEIZg>NS<XopJ(Q`$_lT1H)va8C$>B`
zewjd^BR79%+o<xYrqE*ZSE;d_8Z_nF{dzWT+w$v#=xRek!)m|a^F>F^>yA%>)T31g
ziB6~4Z*C0b@+hiT%Jzb1RljDbyPVpdkKcK4o$V8Fv{~H_xJ^f1iBVAN%uIN?I)og;
zpNa08`9XfiYn?njNTt`tJQLmK9-1MFnfcmbCqkTRw^mYMuuggFdtBy(=#b0bIB__y
zy*fdqOj=%<uep}sRakKnX4$wssbOa}5jEJ9Pvf;_`Ru*d!q`m9$-RBE&T!%POh<rI
zAuFuZsr>GaE@*Y4`aS>TYZS4)Ow_kGY^xF90T#>gfMog0+Yf+b6j@waY60t06FX$q
z-|ri%1X!Rl+qZ7g8Ucmjk~X9AavB;MHItC^QerHnAK6v{g2p>3Ix^Eo+e@fcE}d#8
zbMn3Xg!c=MA*|<toacdgI|NG05nV`Z=j&k*`(}q(mBGE&#kEn!#6!=xR5QOe3Pm*j
zDB4aWL~Tg~M{C!I#2i<nfz{d8;yg|c*TW3bSSgyDp_LnEVeK)iD`^rVTMFwr6EN{J
z_6a(pV5QQFFQ>1@Cg$8+7|-9?MbMs5?DPltt0QPqU|nC68B9a`rp8f!-qYtMAG)aQ
z=uwMkJPl)Kr;)bd##|-vPUr8EAWi)$;<VrHcFy^JV9G`%Dw!tq)PHO_BnuNR)2<61
zU|oOahP)${1-IU`y$e=8;FSqd0FwOLAjm<-e3w<R6&zgDv}vM$6H$S?uYdvh!UduM
zQ?wv(@s^!xoP!;7a{hk!fG2sAFlMcR%cbko=aXD}mc?e_h8Z$)CcnW`_Tyh~!&K>W
zlhmBX;*?souQZVFiOqe?0?5Jz9T<1ax2J!b@u&|J=r=BD^_I21yuI1m;QaZtqWn9!
z0?W}HDL9XNh~3opy6#0XNggLKnT#~O%D!5P<4GRI-QO{D{j51yqQi}BfIuhCle0(6
zz#?<EWVRXdoI!=JdKqSwAV8a=Ly<3vkK6tvPUbl>$FqOPY<>;aOj{s$zfZtXQc?oV
zF=Y3T^X>eeJJ?^D(>@C;wi`+Yal*^BN5mtLv$_x4&h5&iIG48f<BM-+U8y8<BKCEb
z)D?F0(@tF8ILB{6J%q_V<Yi=e+>D%zXsu{%2TYihcJ<h5TTC+gR;4t~=>6W8yQ%UZ
z#xUNmum0v{z*uE54sYQ)>X29C^sb+RXh+t%Qs<*3(XR7-$g!?Qn7Nu@^&P?+!gEb*
z1AcpbaVSR#THwcx#%YIDsgRlqbDtevKauSz5xjBKiUa0JiBM-Pu2Yv~D>~ctGjYD;
zR@x^j7od-9WY`Tl=pzS5I!O2U57#7j7MNEjz_S4Yzlh1~1WqaJw6cN3FQSu^WeeYh
zJA^;hh`Pxrv@>;Ez=KrqedwFd*l}$ykN@S-Hlq|9If|jkb^m5rk6NPcrMu2Bx`%>H
zIj-V~0y|Rr58mlKl5Z~K->-_YyzVQ#69^;b<fjeWXNwEW(84Q@!z+kcY9|oyC04(c
zC;u88VXOSL^NmN}eH&qRC^W_+uxRgb&eaLw8$#-bs5`rR#i?!u_Y6_s=DOupl4-F$
zs-K5-C+W~>(;P8Cm$$$=2bZlNM6j<sV*#i08#2Tge6+mK_%X;t1GxV!L))S-r617v
zN;UHr3*veAzs;U%qswh;Yirq6O}E++<&R}7;m?jEw5yD3AAYAtxFb0Pu}5j!Ey7zM
z#8Dr;Ejc278WBfdY{rYQ#~+)>B>vfaH!=PEDq;a@xMhuin4IhFzX~}Xi+S;ORc`Ue
z*@Cvmkm^Zu0z+*_9iPD)xQL`@^HmdvfrWzWPMy|f2}AMyv0Ui<<$2w47p9h9ziICf
z_L=CDsmf`5dFf?~mPc74QE7+lkS~z)t5bHe@whNbTXM5|XvWTLwr3TBd$My?bgyMj
zP*95@cZq?17KEEoC#q8&45a9Iy%@se%Q2J<Jou6`{-n_GN%M=mo_Ax?#lR(<$U8qt
z5|w7H65?gzOskaaoAu3*+U|l1x7Ce!o$+RH-ncL*X*kG#$yj8*xkFeja1BYU9l3=k
z%N(k~%Fvf>9C8w`Pctj{RbsYT=3IOpF&n^<ygz(B&*E#ohTga5L-dZZ)SWBSrC#qV
zhks$wPQxf&ZoR0p)+TYSyql(m_sdt}jwlZ7DQ5c({TV_9y#s@zukG}IJ+=^*6&`5w
z#Wrc`bPG`PR~68bI&@k`$+*ag^K(G^L&8Ed<bw|5!3kjX1P;`I!a|^s0v2$S<|EK`
zq+nyi-cL<U1%;jF3w7!wcbN9!)pB<uE%60;(~U2u&L>i(Xo(eh0gO>nTX+=CO_5a`
zW9-9f6%uNYHcHEd7Zf%S^R9ID0~K@}SGx?gPPO>_PVC}N^9p)9(na@e9FOxOxfMR*
zBYkXhtx+=*#`Cy%%LI$;TLY4pUSTR1%Qba`(+fu4{nsIjg04Hcr`o6J=0y>WPPY4*
zYnek|F+`$DBs-i_g!~`fVG?5UC7=Astr;R1ia~|SK-(yp6akWbz%m3}3eW-oEzt$w
zeIWl*Q(ay7u1uu9n3anQPn`r}y9Szrh~;(KwcYl^QX$7<dfml5D%f!@VvEg^B^ith
zX2KNgpMCmFnH+U2_u!@Hht0bhtnV(30eftA3m5Z3IxH)Ta01Wl-08OhR00zZ9g{B4
z$n`-)Q;w9U=`~=CtBuJquirPXZ-%aOI3CP75&%7=P}$UhI#<4%7QsojQh5RO%Id{d
z0aA4TBOCUh0dm4{@6*z+4}kqL6mVL3oc2)yA|m8Iex&{EeOv>?(!UY`vgS?cDnwD^
z*j=gVitW{zmdYe=wso4UeHewpSwQ<9x09xq&NdEdiM;bqJwJQdw)(!^)cMItri6lX
z&e5xe;&YF;&})r>QaqZ%Ek&+6y>WFbk6(o~VT*nF#Q>brr>_ya;f6L{@&>g!qE^J2
zEd!k>DUuuF3gc+)t3$P%{g@DhT4>KtK63~gz8Bg5=nJ&Gv`={gnC&)XR{Vg*CrIuC
zE)cmID24#e_{rg69KTy-JOf}GfQUN<$d(+;zcCi!e^Oz(e%30<l*2(-aRfXh6A!ez
zi8Jl<#YNSDz}Rpel@Mh8U=aruQeC=gDkBeCzW%n-*v#?X6Ahe99l?0p51lc4c%zZH
z`!yd9Y8!e|yJYQtzprLwynwi$NS#5(0VaKjZknSi&sbGtNpMNvdP`|3+pBxytDE%a
zP-pC>hHesP@`7?yAcRCI*wqby!!$b}{vrsZ*MOwv1Ct3+0T8`-Sy+bq`}Y7xeTBjy
zyy38JKntqW@Vx={dCt`rT84wEnPe8LTTFsqyhk1LiEF3tsY<tU{p!&5guNx=QENRU
z$QEP|K)%&!WHb#WztrjHiB%SK;~9B@Ymsb1eAIT`^fX`B96%MszqEg`5dCrdQ;crl
zSeLm6Z16v9@xK!se+DXYhap{{xiUa{v5w1?fk<eOW)lTEhm|2dY^n2sA#Ebwb+J#^
z7EU=d!Gw3I^gK+{aVhw;J*s#tU)1Bpv<EuLDasw)iTsl!J~lW>4a=D}SZp_|P5!;Z
z@;-Ny;fl&?QEL3qAL##oV?JtWZ3Su7?WH9Q0)mHrW|hPMaXw%4N{NnEHg{e@1$}Qv
zN<>vt`=q+bEZ-dK_kLe{O*9C1@N0_jxv{(fI8&yUW{mX{d)!`{IF@z#JQCxATFZ^s
z0{&0UL*E8GQ;%xZ<rDw^%aRC^Uxi@)LDddmYPADRS}PzZc?!CTbhHT0IIWw~ri(ys
z>Dfw_`n@B&^43W$*6a7%8w#>5cqDhek?o~PNBxq>`8v=yVj@!l_kp>G8_eX<1&<_!
z-(xM|2F?^ZpJr!+Xw0Mx|Cujg1ZS%|#A!xYVQrLL`|DGv5pHhQ%Jpew4w>i~6EA09
zg;5U+Kv3XY0i*BXM*^}de?I*Yo1!IfIkXlQM5J<eh0yusshlU>R!GoDC_Nis7aPh$
zqv7Smpt)%;Q>R^jPeg}7zwOHPbj3st9p%WONYFL$NQRAUCN}y<JB(1U#<xVRSMYdv
ztA?ZyxDYJx)-n3L%<nHY`q@OiCKhOWRj2oUL@){DXq0D!m7Nw(yaz=>24Mifv6)8_
zhbus(?cV0OF>^9p=>VYHCuNjMe@%{7J!9Kfd|yOv*U8)|u^hIIFzJNs@GH_&e25eG
z^>y3at2S=CvciOFr?(9!&8u4~b5wbhTeFDsH`phFI=?UR7#a`-No2_+nQK@cewgB>
zLRX@ocXAWCoQEU?<op3IDMJDPYk}I4`vz8gNp;tQI2y>#8#D7$tFdxA{qO8uZPwLe
zi2ONzfNUbhLMliK+BpqK!3uQev>RwHA0>KT^p2=%=~-|<2o%Mfn6?KCv12PkeBMi^
zGC!l^Wkc^T;A%{cIUVewo-*3{p5-HWXuwDG0H`vPk^x>6ZND?xXGnD1)$qjy-c_-y
z{!)AzW@jvk)Q{8Y4->C?+^6=1zbY`QaaCyRuH$Sg^LE`_bL{OKEq<#km=aVwFwG`A
z%RcmYE0`X+FfU_39lVD9Au`FD13UR1%S=nm@>iY5XZCMVCBw2>DavjgG?i(pzbVkd
z)50sD<994qk|rkUm7gSw2-Zm-Fqn>2U%&>T+9uX8i7FZQ<S@KWfSnvW(>C5G)$-`#
zA&TIza6>uUoX#12Rea!5bjfa=JwJ!O?Ke}YHMu@Fe==gUUwwIj^~W1bKQBr>cOgK#
zKMXX(jyJ8l&muX?_G~k&&R?Y26NgV0V?8pqRKC^seY>QFwyav&jD|)bTLD!+4ZT+B
z@z-wssTOJrj<DRL=m@$y4dX7F7`7f<uz3}F&LGn+gk1?U$2DxgA2me}+FkG%3Poeg
zuC!vwXvKs5^&4blW<CIl8nkJVTHIi+zk@NJ`0e%&{Ym(ehUFUC(d#$!f%pCqo92*@
z->tpGQQX8)Jj9`z3V;Aj?)-rt**0@tQq)n)efhlWYW1->l&c)Q#Mi6xDWPU~{21HC
zP`{gEA`ghnZ2@!MkR&*h&Q=EUhD1UgRIhMILy`e3?a5}*Nd)HZcVO{GO+%U4RP=8~
zSf0w?2N$S!{Wo_%H*TqUt4??<^u5Y|U4FN0#Cfq;hiyY)vNXX!>c)gR?KR23V_9BO
z;})F--A42(a8RPZh1{u7pdQ!dpS!3-j}imz8eO@d*Xp(TC>mzV4GjZbNN3p&g<N}`
zJd`<Ogjj0bROz!f9_lWHRIPwp^kgS72d3u^ziJ@R@1u=N1bZgsB^w7z5Aws5UY$WY
zOENtKY|I?0x(Kz2;;a2-%@&D~5fqJE(2HPsJUGf!I`t<Ujf-B&O_q4&OPsYOdlb7K
z)U7n2-ZRx$y*;1eZ#O<EXvNi#+u2}WO)3fCJRu&rI2_tO&l)&HCTz?XgxhoVSkl<a
z{SdLKA<8*sJFD7jVO9iUSpM`KXNksrEE@p`>~8uxDR#yU0Cv;^SR?H?Wv@c*zkJ8P
zs+(e0yvh{GSv?|_AOPH74(ZGKXC7lNzl~gbUuzcp5}zdb;o3ClkzH~BK{22NcGhE}
z*0{0Ms0eE(E~PZjD?j;+&TPl;%5l<vzj~u#C$baw<_%G~mu%DhPbX4q1!652n!S*q
z_$l6cE(PqjEG*yJ#PkpNfm{V)84RwFvNFc5VvJFk^s8X<)W`IMF$)RynNG$1T(z*B
zitG~m2Ivd-PBn#YwQjvJPWK*cCmru6jyi*Ibx7Z_3_D)gpQy8;y-JDB;d=7@RK$Ni
zAFZc%_b__${M+P-{Lp!HmL;j^S$)9fHR|{YQK6GvmuyOTi?pecUiHVvJg=4@<^gL_
z1={Hu`5(^%Hk)7!P6=ji1#wn|i>wsbVPSX>4~eO*rUV1>b(--mI@eHVm#K0N7>f>a
z8uof-7CFh@F&jfy7Gs?5>fL6tWguI$92HPPQzYBq<waR0M49l(diAms^`qaN=cpyJ
z72jXj30uzoN|EhLHmbA^Zug-JfDTw|9cAgpMmKH#oMBF|LPzju7(chG|FYofWN=mo
zzjN8oS?XSAEcW$iiDA}@dxP+Or>FsGgVR0zqo&$Nd;xoi&dMX%w9mF01Ad=px#E8q
zpQir2uOYuv<3Qr!2_y6<xpfWo1VYS&zR2sJeQP!Eus+|w>bmgbN<h@{@|^wGd63N}
z)W4aMOQ(+8(KI{Mb^xP-nX$$J{>=yJs8Cs}dIR^q_T8z>pQ{o&q(3>GSMLO~iIe!x
zHhuDNpJvAoe0RMZB-q?`-xtI?`sv((b6YoP_}Tj?QY*lJ>(af%Dy2*fp1{lR_nA;_
z=1@B%w;`DH9oi*v>geO-R!1oieIb&Jiq#4TU0*BZ|I8s8S3nRJK+t`<1d&;=_GDn<
zm$^|l3d&yY_nys#&wk|EK(AS15oe{#>M%c&MGbof+c?!|bWI&oZ#HI3GWNwuk?(9U
zkJqKSM{Qi7Y^Qj+&<3)hh?LW3eeX}n=2aReIBwfKCOS%!C}8A^-b<;T(TA`ZNI%2)
zIaHu@p?=6{QpDgzJIj7M*OiR!+?!MyD%!xDQOIHOqa@rz;!4Whlqh$E?+gmxiCgz+
zFA!t8DQ@k^mr+V#9yZD*#K4x}hNOWYhIgZBubH<lhq%VUX5--Xj}gcZ(bbq|RsB<0
zAI^PG9b(cZ%axf-7^b=hPZ9&1WEf=KqHmeYxWD4CCx6&tv$|A$N}qDF)3?rRoP>gV
zxSgjvuzEG?Rr|ZGY1~-lfOtOwMX-pOxQT09_;t8~oc9s*aVu#q?dN3T#|s<}Q%m^>
z(J=cIPP#V2HiK|dG@sz_jJh}2>V0nr?uk$Dx#B}Fd1A7K?+^yv);OZ?`PxHCLrjpf
zk<Ph2clat%qHCtx5^1JIe@(l3429z+>vzPpxy|H=Q+t)R=G>jNrw9oF!f%|#ua43q
z1FeRM6_P2Fhytt_dppf+`&7)kLBG$1T@|}LL`C_Ts^9<bthJE|%)iNDM$*y_eL41}
z*Zh<<s0VsTF7c=khA*Hy0c!U}-oaUUm$A`yOT9#(Orup_MVWG(Low6PYs$26<>IIR
zYN@cQZ+7iKpbLS{;QF`?giiqdDLOx93i+{kH}^?u1Xs1g?B-pDq11cX??OUUZg|eG
zq6Kp@S97ygQ`45xIqu6fhILYoQEQLR&$00xB;5qFf|bcX-of)gmLOO#ujyh9(nodV
zV|CpG)AlVqh2Hb<97!>fl#--UJ{r_J-nb;D$SfHsx=3&DMgNRK7FAei?{S(rJxgNM
zj^{`Hje1>vR?JwX*v7NGiTXyw89u2Lb3kfgw>Dxtpxjt1xHi*K`|Va@<O)PQ>|}et
z+tQh;gd8pFNm|{ee-Q;EioIi#-3u7oikQuaQ$ew7SEbu8NBwc}?eNo~qT+O?oTu&>
zWBlmSRImr64?Aud5~g1=BKZD*=l$Z_>k@`-SJHVdHv=4%;fSZn1~}m?_48&Sng@+@
z0sDtPP+w!R`{aJ_gd=83={Y`3xItLd39M&scj#fC)VY_fmT*8=v3*ib@il-#6-MjP
zAu-Y?S>cQs)-^s@0{2g$ZWOD7xkQenzURZ!Rz%8@fu(-Dey^6a9xP1J3FI8>X{M7i
z>cok{)Xt(+!es2V74(~G6f1A-drCJ;Ta~$W2CF4D=UONtwijyw)GOgfnn^sLwl7pD
z8it2=2@?4zFUoEf(IQra`j$|M=beMAf`h{@b!sFYEk90swbHF42D|>F1H!+bZLs^S
zl4SM^4#eX?ZgLUdWQ7brHi9f~Rk7lxQpZh#Pf~W#cvJQjYHNa6*v!i#nm*`ZUWOvq
zud5%ahSUhc;FW?8%RMgnRdl}dTCrcn?H9+I-C-EJ?%wT_X}R?67gjMMxb(CfehW{H
zKEo`KJlLZaI}B0T4|YBKG>tM|>f(1n9`K8cZ(lZ9j#?F5r|u=+R=LJqwM9x4cnw19
z=uzY=Pd2=;VWjB)d|Y}fG_6y1vlJzZXUd`!8h0uz!B5-TY<75i=c&xt9F-yO!BK(N
zCyY|Z&}0`^rzL>E;{TnCIN(O<Q<u!UI~EruxrN&e`PA<^d@*Y#6}JUwZ^=SJ_DQo$
ztw~hG^>PwsieOTI!X{I)AW|w?5C8%89>sjJV>CMY6gypVD#*2~!d8-p2Q4&@$)6m)
z?hSZJIa^BWsuGu{s3<lTdnHFj%`H(P>TUR(plp9gfNyJZL|#E=K;>KXM?yL9e3Gmf
zXdxI9oaU^LuD_hTJZ(b$oRan&|6AhiZEkY6af3u6p()XZ-^LQ(C+>%n;+T9w{{-d2
z$A5v-V#903KRTJ4gK+Qa%deL$cw*erQ{h%0F%UitpgD)PH7O_Ieht$MxIxWhsIXAn
z^h4`$m$K@%YG83jBbNXJ4V<u>@!+&qu1W|*S;#o9r}oHIE*(WNrE*3af`b|S%IDYO
ztB+ICK%uz&rgGOyep^fV+gWh^!aUMrEex<>UY-zNkp!I!XNwNW(rr76;Zh-RhO+#9
zyTPc@_gA}o=!JP(6yda~siI+UQE76lf8JZ#Yv*@FvBi0H&1G*v<sj^rdi7*T1-#JN
zFW>i7fAv}PAfIFA20M)hnv+MMNMA0h?(Q>kSukSoBqC!pJPN`l>nErbegChWLn7Bz
z`D98Vs8`y|;`v$n74e5zh(O}ZkEab{O}tO|0+4D!>v{GI#X!@oVylnEKJI8k9N<+_
z@e&FggCo{k)~+^>IEHgxljRSlH6wIg@tRVxx52LbeG&oY7bn<e!SW8=9Jw!&wmn}G
z>&CdEf2ZTL=jLO^Xm^!Q5U%|@v`<hN7`KNX&RyUxuZo7Ihn(bQh7B9jHpSVJMlQcb
z7oEHp@+uKR;!1FQ1XBi%_Y*z@m?>E2aIxpnxT9%Zr3fk%Lz(C!Zs=MXQs*OiX44oE
zO?EIx;6nfJFJIc5^M8}x*gXi4xl;77wcJ)>sKHS7c0zSV!#*U2(M1QxFQ{~$p2IIb
zPA)civquk^zWbvqBFq8>IBMYMKJh<HT#IAw9F+F-MKHJI*|@MgI>shGnB9LrAr6iu
zz6i?Yh6A(k?EgR3$J%A^jo}M%>MG2j-s5CgnB7O<8$SJp{db6HFfe-vVA7q@U`i3d
zfM90O{~H+$OgS0YHcJqgCQ>jIn2*3%{4*vPm?6*qHw5MQFa{_&DPBhmED7R&zkr1_
zhV<ke{D1!emc~eWM4_BP`cSmOu<z_~yg!_PT+=F|6r=DD()WlMbpO1fw9W2GznA0Z
z#^I9m0=IDM9|OBNn`^Y?Z-e6tZ+ftl)rG#JG}0Bcx>LZdNi3b@X|8gToEpO<fv@;G
z;;ALbE1d@SyBilhJ&H>jG)!&*14F}QAY-uB8i1Y<7iVB(^t|I0tFvsY&lZNk7%ah=
z7`4Zjh3n0c$J-RLj4R_$xgG4$0?v=S2E^Wee-a}M*JzJNtSa<fZ|=C~SG0kwr{`*O
zlijD^|E#!Zrz=_zJP;}2;o$+*<1ZM1GF!PpcO($y!w7J>ItA%=6VS8q!_D)_@$qH0
z#YV6DC>l9=yi;O<Mq!8dMoQm_UqY@0B(DzAY9;f|>|c?vTDT0yFt8vWvjo$Z(Gv~_
z$HTD+lyD?O^LZJLHQm`zN_=~Nn_xO(nmmQcj^K^>$O`74xi;^Dj!jGmfL0d(9&(0&
z<}#op)46$ke0*pK<Gw{gOl)_)mWzoAt>UV=qO^4L*Cp`?_Zcg}^jk6B%%NiRFVGEt
zCZ6@0&ElFS{Q`0}T8pEV&9v5)v9VQU75!+H)e04*#>lWpg}~9VPzCu=6{Qjs)K<5{
zn)kv5;rzKSG%4X1ypMu_Z~k|4aXO;`IWPlImElam%xn$nB8bswsHu$rp8%-dRaRC~
zQ&Te@L#BLGi{C>4VdwDBdJK*qfhE2;KSX{5Ha|nwgX3)Qhxr;i>RvRKd5lPB7Mrm<
z31bFMP8w!GF+o8lP6;($MmlLuF=jzJq2PO(A99Paj*ihi<-x6~JWXDY|KCUi0zgIA
z5@JvaKRLOOoE*BFthxCvNaKLMxgo*9`2_`<yFi;EG9|@IS9eH!wkZAz_as3za#{I2
z9LZ6dBC5eXs==pzo}TkHO(-b|hpznECvPO3(3b*w(TDw2EVjq*Y)kjVP)Ss`*FQV0
z+i}}38f<^8+uokLMObOPU_A;rYM(4ol51J@-i9gp_xwFfk$`}<ni}3KP$?;wz=`?_
zi014s)L*NxMEQLMyVhygk)bUYTMD&wMS)9}k?J{@Q`(;5<0#L^8OfVMPWI_uTDyV}
zx3C{o76sLAcn1o$tFDFFMg}Pj?`&;<@2{(XZ&17G(B`Q@KodhJ!7a%3bD&jKDZ1!U
z*>)i$gZsn@?yNtCB2Aw^;Km-vWP*Hw$55&;z@#^<x!+km0KcH99LVpS1`|IHB0@kT
z-b}wt<Xl$JACgaRY|7-Cxn^O#E8MNRt6_@?As&3ng*mibb-dh~eu8GWAaD~;xGcTA
zLwvvf@g>A2-_&NCkR@2Uj6T2J>wcaYheR2{8SY;bK#>v!a)uZf7yv29#Pl9S=zIcD
z)XmM!$=#9h&X_8sq}gVk=gzLey4i=ecd7W#&ZGz`y1ac^Ckofspi2F6_S1<Qyd3OO
zNGFgWZ0ZiFUfscFf6=ow1;y~uk>a<q63S<W&Pm>t|9rJKYVry0CusRweKMkf5cZce
zV=xS;XWXd$xx&70Hj_Cs$-+PNK3n?S!J^u?yyl$N*3YPIELQkK+IRb-iRAAswX;pk
z=`zuKzEAa^pv;d3AHn=?f*&;5B^?=i*>Yb+jdhsFN&ZXZoS@k4D+#}HJfTrmI$;Ta
zA|Q4xZdB7#-*im!Egru+U7~pR1)MZ}oEWSI63y7J-sCB;b@2mx5Jvj)d$VT8KUatO
zVPX{wUyg;Jes+HT2rgqdDJ#3G7NvwLljT}2{nh7{#;aQ@e(S@>Rpsms`*rv(;`AvQ
zX#^b3QfV<2pIEk$VKhc-_@OHDlQ<3zFNj&bA`VjM7&m+xY`5_qTt9MYfy389vZrpc
z;~@~y%6lUxr_=CULY>Oy#?RL4o@+~L?#okYxd=k`xHX?#iGqgP;KZc7dUb+=N8g5m
z_;a$esX>7y6_t23HOQLL(<6J)9ZG||H#T+@s5YeV$1h#9^NSqa$Z&ro<B4DoE*KuN
zw=uWX@3qC@8Y@++f1mMkp6=1n2Hvmq;={H36Y`4se{<#>pTfMJhK+okb4r|6{Ls}4
zoQjgPP8wG?H_%wu8t8xlQ)2KFRK?C$+lW^4t2gm^-dr3mw+6mV9%bJbYJv_?vNP;3
z92hJdy*UeE3`QM9I+s2Q_9O_4$3wKJM_Ctrg!Gs%Cu%rdsmyvk;R%)AA$|QaVL_hw
z_!I$klK#i8f_$v(Aehv*JXuf-Q<Ku!=-Aj*FDCULFCY+tf?iPBeiRRC5p?RD%lb*M
zv9Uqz0!9K~0C^~^N+SI{xt59M76{%NYLAn$GmP$k-Zt7_j&O~u4Sm@&$q!+YIYylP
zv<-vx$XOPe!LO$6(?KA@Kqf$MYya}(jB<<o3-QvK{fEJ3Wi_?II2PC)>DRBjK?7wr
zHZ~hXR-jz;<3~J~RdQLGjf@P+hnrJLNl7cv4+GTO`TP5WDWF7oyg;|WaHHC1osj0L
ztup)C&94{H0l|ThrbvM)LwO+2-EM2vXWPAwAa+vGN@`esd05C6<~OCrASQE9Y2dR%
zVw<5CQYE=%qbxaaQje2n?U;MNF;YGS0-HTuT}?UxF$`)O>+AJKu|N^K@@#PVI2TcH
z(yrL2-X}Z?jgxqnGhR0SwEi1zMQV|)wn_LTj%bM_^0!`PlC|-Hf;^twp6MQj6g7DP
z4vSLn(bA-b`l@QiA4nyIS>YW4A>^Ot%NOn91igTmQ%y}xi*MjTEGBSi-id?#fYpqJ
zg$4SbO#z)#pk-uiXjt>>7g!eqKz|1!o{}XOF?f!<dO+=D1@e>Mh+&2St2+&)Q$cA|
z;Y~;b*?u9*=~`?<P#T+sRo67F8LycFI>bbQh!<_rRzaDcUrlvTt+}ac5choT2Kff-
zXbBlnm+N^q6xgPvl9O_iQFaav6%`elxA6wLx)^wPG%I$7Fu><3OjmM6ORKKF04Z~j
zYki7@l$V>^WCkP-?C<Y91`6CZemd4YBVhC7xXb_L%QHc=0=dXuPR$Ck8t7@=qj8+w
zw56%s<w`+i<(&FV$S2twRQ<*O+bUwa)&i@m04r}jTX6oSz6d~zIQEW+kF`2<TtET}
zB%Xi?1F0Z9Mvc>UpgMQ48~_WCVr^q{S<>k)`ruirfPG}roRFEPz5`iXGvnrn{>5#I
zq$1ghxyT;CTacghe!@wqDXKiU-IHx?FM5+5t@~1*DRVuObGPkckh2DL=!|a#uXFt<
zEd;H}b7mE?wn{=u+Mw48@7_&$Q?8Gcm!A(zfUUK)(8^a3f57NI1KZ^yjQRfZY7div
zKj1WF?T|a94zGK<dy9LAy<AfPEhEj-^MV|97FL_(J?Y?5v3GeG`{?IGpUNoz;>q^@
z*kpj->2(W-KHr9E(h!?Pzf5wFf(2$)br@K(#ul(k*}uui(Mredv1oRvO0+77&b}sE
z93vT*fOt8u<$p3)@6DShELUk2&JeauEM5BucEPs^C`*LDuHWM(SFsgH3yUf!2nEHZ
z;0#y&_<@Xq(%0RMxi^jcV9ixQ7~oft?2GT)9AX;G7scPHP0C<JQ{pVE(5$_@`;*PN
zUMq8+Z_tJJV80H>$;9sjF>;W?BZh;7L-Eb%PR-5L#!nbnm;_7<ft<?9-=L*?1est5
z0_eQ7P-Ue9`nX`VIz71P@8EzNH{mKf+J_UyCNSq_W0iL>Vq!UJo;<rWDsXp^>67%>
zP~dm4PPM!64(d9DXMl&bk~JG$=Cz#B5Rs4%hGbGxbaXT*11BONfP;ez+IouiuoWMC
zATxdhj+Cpk_8V1>M8aK8Q#8}oq<~RI^|$&zBz}bwTRS%OmnS&0vFbg6kwQ*CBW6nK
zdtYg;4*KzFYbO^MTZU}yiGkq(MLOVVoBt+${PP_ThY}<rBq=9eiGRc;(?0|L=K;%B
zFkg#d8^#U=z-pAajJlvOSbp4B6hOnNWn|<>e!jGh&SG!x)1Wjj)_;Di@Qhe^m3{ra
z0N$dr@>fAu)cH=V62a3$41xf0Wy#ssno)#S0`Eat!^;SD7ZsPb5T2_8m{0egx}Y9S
zz#f94dhoSC#Ru(G$c9(~>^~pO%P&a_>5ExQxkz(ms!Hw!+e4MNq<BA7pvMqLOHEQg
zv$qR#fYN^krNTqDe-JH9^-~)K{UF6+Drgq~WL$4ZfH0qWgL_S5V`H3ap*IK|3qU;8
zB0DG?=KU+Z;W;^F6I(l5(M!~d`0x|kIjXk^{hr3xdC6++m819OUM55)^W^i9@sSf+
zt}vf&1AFYc&SyZT9Mq~g>w%7s&CSg~n+lzjPiV*z4kn2NOzZCdQT3K#RX5-FFewO9
zA|PD?(k0!ENJ@t&h&0lD0BNK{K<dyfAs|R2-QC@X=FkoQ;r{-f7teLwZ@tejpP4;-
zuf6tKr(~mCni}d=Jm$q!C8r3*h+-cew%<|^ND3G%ZUiTJ@ImJmluC-$M7pt>NggiZ
zZW-Rvy`|`(0Kt93c_Sp|c6+%Q1>qhuYXAmZLV@VOXCTQ66dsB0VL%_Qv9S^FRO-ni
z?0}8$;(=}9Ab4~7>sQII$jU+a#25#c<CDhCDMxoX$Qs&~$NBvFER6kPATfP;U{pcf
z$-kzgq4xPZ?3uLi*K*4O-*Tvr?KePe16)R#7#aWd0qaw2EG!vNHV)5##0u<F;o9Vi
zYJ-SdeO1XDMudWujH`u-5l#WRHW#<PEqCU_^Z1Dil8jw1j^Q<;8p<cSSn<E()ylQ`
z&o6b9=`>H{*_Zv-5uOM0@4%?8t)PjC!8X#0+!EhlAw<u6Q6TNba`S@iFy2yMT(l~z
z8<5e64X<9VnC8QxU5YK0&tl}{s?w@>$ap5N%RF`CwBL8!UAf7pH_v}LgOtO!ev(se
zT>95#WAOMhh<wkFtc=`o*Mv}>a6O?6?jyPz??<2#ZC@7v>PBMsm$a5Ip2q-m$xvRq
zZPeNcMs+;zXS_f<<qt!!Y4aYU{<QJe^MVcA73_tAqT-9O%JMNs)wS<NbHClJGuLvs
z7i>JlJ*W)v6ZJ)R`@K-Tn(-2D{-llbq-pSw|KUkXF4_urq7djeoz4snmRCTl5d4NR
zqC7-Br?0E)b<{xwI{c!5Kq4<M|K-cZT2~Z!YytpMiYFR%oD@s6bvtC9|6-OcFkDOu
z4^|Ki_Xx2S*9UnP1_lPu?-&6?4i9&SK7cjQjtNA$n<^@f!6>0LMc(wbK+Y*v(}n!`
z<<6@1wBe6I#t1tKi6XL-OTX2fB75y-ZO4pP;N?jk4qbN)Kt*;=b*^Bl7#2#cAV!#t
zl0O!pqoV^VTA)Z+1cFPKM{9tOP*PYZ02~@>M3<WZ5HI`JNfDbf|5aBG4%c?rxsz1z
z7gZb7KNPE^!-OD+JZJL;TJ7N70%|`%6bA_Z8Z~nA@PNyF05qZ)jw|-Tm3WpYhq^8R
zbzI+DFK>M2N)kz=by-5?<EiNtf9+m0hMn{$t|%bfrmN71LWQeCQ^5jb;~mmuV;=&X
zY4%W{q)pG+`3#J;*=@Dpd}nNY`nV`(jnPh(^xpNKr&6*aF-NfOa-kwNUkEmwX?joK
z6~;=)kC>Q|>yhE%;nC6eBcil@B4*WH)~KGSECPbcf)3{neUQWvc0A`nSsa(wsc~a2
zStkO@8rX7kF-+gX6TjGeNxWt$DabE%1qr-7E_k1xiySO9i-B(l3Ypba<BF!zQtaR#
zJXVv_b91yu^5|}nFR9Oz@ols3yoR9<)Y(JPO)u&i3XDXW3%@;?kRO8a&3|gKm<k#I
z5Kb`mEu)gMauYDB1UN$b>Gv-suxLioQU=4W9Y0OEMMH|>NNp}22Vu@;r^dcY`>s-}
znTRQ;_hUKve@2~#+esl_M^-E{%}ci;+2PM+UOJ=76YgK61_YqEyI+C)1URl078hFq
za@FhCkn<U{$9d`mN)#xqz3N+1QRjy}j0#nm&c@;RjsoGbBWj7bbq-_l0%fA$JE;Ex
zayn^~7~rR9&;nLWQDGsTyNll+DDADsqI?7AkmDj!87jrw@fQI}9h&MY^ZSi6Hp9HO
zfeTY_O7hJGn5{;W$TZO=dZy^L9g6~GkXD4S<q5M$Y&W*IYk{O27*EpFoB%eh;DD4?
zS8M%Xm?eXg9npk;o)^^kxbUW+!M-uWJ}E9mpESLN@wGTELOt)^1z9Vgr(U1!^4YIS
zlZn`MUjt`JBqXHhg3svSQT$W){GVCx+6kLz_g2$N&?+0HE^?I7+yNuSjnbH|;h2Pe
z*m){vVzVq#1*gFvLTvEQ&iF7=@T(HmxxbYZ#Fq*l3W7<#1ew?>G&X_@@STMJ_0i2C
z^T8qkM}?rcw*MVeN;D}ZCWg}I*51QIP*=ciS=>HAbkZXdzB`k(zkS^HOJ(Y#_Ut}$
z*`a`wCp=NEI>Jd~!ftrfY4p8Ne$MVan&ss|TLaFwb?R1kN_oAXCP5u{G6+L>v}Jz{
ztwN(ugLCM4>A$vzymSwA+h5`2s(AXjYx2tovhqsfR;+v|%*4dx@jG&x_S?C*09oui
zaJPc9DR&gE$RM?ndKn5<?{ESre{PFfO^GxPp9WYkP@c{@d~VSyGkP-Bm6{|lucqry
z;*eYDZn$w-cnHlSq~1A1YD0X56XS;6%-UWgxGb>hpYsJSc~)tbWHp)BpQ>qh{U#lI
z9IJ<{j=?Oc#?|Cd)LxL*SW{!IDp>A(_agzGga{Kgql9=Bh*Rj7_#Rus)bC|rZ8%~E
z;Kk*Sod&@nwx@7Y!xn3n$%?tyN%`%pmTCM$=uIJ`55J6JHH3fcC?KdZE6AUhCv{#z
zeNI<>|JSOmwl$uH<dawU<~2xqR2jvH<L#aF%0FL%;<qZ?x~fWXF@`orDO6#8gfg~B
zF3R}Di_e-9tIkfw1o5AF-dM%O;;uW^F+E=qXbmd^SO>s`M!Dt4q;h8V1WdX$`}<z%
z3eBu2w;kC8^o4+G?vDFwES5oB>8Y5|r<@ac*1FI^I|dtKp(|91cZFdun{;-XkiO|y
zG{ZDBHDzRF0T9;S(b3V_**Uh%qwB;R^b>qU%2&>DwnoG=Wj?8STB*q%09E*vM_7}U
z`Sl60{9sw}fSAiOeN~gPMF5t_C@V|i?QAt8Y$3dAb>slzazN+RM1YUa6=)ENii*mQ
zSA*B+yEifGXJ+ns_rKL~)sZJ5)RX>qqY!rpVq%x82c&H2_X;h0k%geSg@E}k|91Cm
zFYCEs5Q!PcKYOykP-9ac0OkPi4;)!yL8pS$)cI&?DL7XX09CJiM3zB<MJq}o3@eZ^
z`4|K<H+Sgk!^?KSp80#dT^VaN#oX4`BPQWc#{xDH002crMIZwKX3Xi|zrQ_PY|PEc
z8BELGe6vk+7p?ZWUQ^R+VzXs{tGc2Hn~4eg7_))UG#(a<RVufBIw|(c>p&<ClSFT@
z7vubRHd1i0N7Q6CBvQm3!3`5c_RD%<qt*am6cS0wcK}WfnUKq)g0cN6s07)cr}%<I
z0cZ59COLW9WgCu~R8VJkuMAGyAU6-)Hi@^?Xwbvx2&ePp9uX<uWM>C;LHgK+Q7tU`
z6AutnAj@vL+Drl7Pb)8T^YUDPM!S9gzb?}u>dJ(*z^vq~1y`*6`Jd<UcNisiL{$+;
zQA^6pc2_d-&dlUcaCNdTD7<)z(?O^9BnR`UWHn*5s`Rv&87N3Wb-~bgvN_PEt%xox
zhlF=7ReBA33!I61nw9&+y!}3E2fy?!9iHTsHAK8o8E=s|%5ExnhLuZ!JNJeX;pTCH
zm5)YI31p!3CnqPjv9STEDl)Qvceng2OEI%bSVpIjx-%J6U8iW)aEV$-*yOBn0}FC(
zbN17FhoUwW@2lb$`wU4cs-BQxM_~J&`x5AQQ2kc&2amNVieh=4U2UsD1bjj9a&u0{
zJ&>R0j9;mw0MWm~WluZ;%TRnOU<1UnI^Zo5Yl)f!&D*WgkFj+TNwnR;pYtgWK2>HH
z@S-FZu|-8rU(}!1PW1_?DTE#K3yUrW_4y04QXPSxg=Ye_8#8O`@a9>NUeO43R3i*+
z<0c;qOils}m2;G9L@Kx=ib9>3P&TI^TLpKEL+3ys0I;tCe->m0f9vZ%HhKU=`wZBt
zw0`ZO2>`ER_7E#u4FvAOuIoifBjE5v^zQ!nr5DGtnkC*B31MZCGH4s@+d4uT!bl|Z
zP<QuV!0!fD6L3UI(VSAu_ES_uuz~<6?ed8sR49?lOLjIkH{SJ-S9p9RAI*u1<${cc
z;`;g;=xqR9I`gA~Zn1`6=VV3hy6`uZIWSr6j)kTQ4~;NQpAS)A&T$@kUQ3i1VyTjg
zkK$#*fD;gB<v$?ZAR8e`<Iv)$6DZD)NI0zd_%WllHu@4_L+KAd*y7O&9bl}rK(WNa
zqL3dNIRKR!ECKQ;JKsIM?i~`x@?XLFkP+R#@Pzc9qw@<7#$PhmA0AdmRg@Lv7r#Ys
zAH73BSj3_^CBwpsU~j&409s0bV@xXK!eVh2bT5$hJr9DNv>Mu%D+qs+FyPDFRQjw>
zB>1hV=_U}`#d`LvGm5e-H<t&fRf7s>L=-heBpBj)Bq?clWl+rFj(nIN87M5zO4H$3
zzD^dwUu0g!KW<v^EA5wI2!$5;3N9-`w6ye=fTg7+!1R-olYtHiC~&~tm*ZH(K&X2H
zB0`B5Eidon^z<c=WXSTO;q}BeHYi_y_d^dmO3n%=YN&1ZdFZOfUVK$*6(~x_?I&ZZ
z<IhztV8aW}xK)OTvER`}&`1XX13V9;oRwxOjEsekZYUtye=GHscEir<*aYLOuf7EY
z2Cm?rpXY_PIi<M^r@XItW<kw^fQoc~65F16jzOCmgg-%SEyB+t^o(a{!(}`Pxn&MK
zuEI9f)&?IwczJm_J2^Goo$He+;yxBkrHEjkP-rMADJ?9v0mR}1{24&7xdawIM+7q<
zncn*6_o2g4)o}u^HD8;M;c~E2Gv0Y}(rJ9uZk%je*g>l0Nmv&ld+$doSvm3*yzVy~
zpCkYr&?OAz;o*7Ui5Sb`BA_{W-FVIXU-{|>?pSMI&fB=_^L=2YIt$E&KD7b0zmK3P
z5VjWo6B_vkI`+gVk=(nN+$1j=k}>7LoEw9k{81>1Y=uj5Q2Fc6f$|Q~u-`klzb(`)
z{zBNAeD@JpazJz!?FT|B-~|GiIu9qO0OXS6-jGtv`xeOJ06#q0tgYa1l|pAKq#+9i
zrNqw=#Hc=)6c0y+SNXhSx9&E;;CFY|0z1Np;t(^9C6Ppe<-D$jlnA%pfs_?RR-{kS
zBf@d`z4Leu{To*b&VG;S?fm?sp#Dff9qae+)Yrn+`gVJJjHrGimq(wwVb5HE=F4U8
zmO9Di-(wKSo30Sm-@k8dZB<ZE=oahi>+|>b2l7+!W02<(vgizF@d~*qdzx4JLTe3C
z(7Nv1SKzz5g`B#$7j+2WiW-Tmg9!mpM?{bb#P;8myB;nA%sG>d_fU!y{&#%I$Kl7P
z3sBq+#i$LDtPTCyi{}9aA~}zoDt<DK0DKwYgM2O2#MzRc$26*6W2jhRPQDDTZ%=pM
z+xW|K8iEU%K};CAhbRNV_QuA$CEyAU#;1YoqK>}4zMdY_>({BkZM@N5w5z{g@$K8E
zhau)YS3t5G>}wM+C;`J44NoX3t#FJXUOPKG@EG8*8^wz53%hj<h>c5mPvXTVbmoqj
z*d~<~o2qq<QZ%;xU$}3zFFb3&VNgyL|6s8gT%E~4Lxe&uSueVLc&AaGPdap2X`}5E
zBaol7U62V;CN5U)4#Sn6&37BOa;84_0|0D7Tmq<WM+I^bwUFVa`S${vL&d@NTL{It
zMh~fg-LJ2s6TJcEp38K8uVUfId!v0YFpyUSUiDog&)LaDA=ACR7$Z=83W`WQUHm38
zf5@Qz@M{XcfZ*E66u*ALYx0{rt?mssW%8&~IqRu^+ZP3*LiNjABV=B8T$Gd&YjL5g
z^N0zp4nx$h=;%Nd%EHUb%f)pJei4xM!2<x$QyMTobV8OzH!tWkCvRtmyX5p5gO|Cq
zdjYQknRGCxnZcdT^QjPQ+<q5+SDj%qT0MHHrX)A8GT0_p8{RsY?O?beF^DX^tBUp@
zgD@<ABZB6$d}MgZ5A@D2*W*+O*$st3?FEUi0w3(bsRfK$#Qpp>)IK^I+qQCfbwx}{
znxB)Sn8fu3XiE1}_JU!qPf@Ky^0&bQnel<qR0f(_X8EKJ#%DIW5&z64Q7LW)#5nyd
zU$5IQ-Ajg#Kl|l#MC0}E7Umx$O3MF6OE-7Aqt=KYtw0$Tcn4M2)t%Y&V4<dA_o4QM
zw&`q6V!EBR5}Y-7WL8C&aRkdX8sw)#6Mn~!*iRB~bG=Xbx_G_XN`(CDi5tD=>OeOy
zLdz3ro>H<U&^Z36riNEMn4j(~_;vnocz8IU7?SrQ5W684cEe4N0xzpBF$u{k4|p5@
z{Q1+r&&<Ts+t>GqKJRPUBKE+3Y-;PXG=KR+y>&V(z8j&T1v?sWn$=sn?|7x2Km-+Z
z*S9LVqdYL<L-~+qN^&(I?fnH6JI9zQ5~~~$#Ojfs0AFYSQ1{}a2rxWe-`M!_<%^88
zG>}VQ?#m@yc$ke^cgOavV&`MSd}*W7KWWz5mz<b_#D`T$%-ih|o$No0o`_cj(*)lv
zlqrYaJ_v%{LLn_$N+uT$lyD!a!ZPf4z^5RUuF;R-E&HENZsTUv(Uak?XN2G@=xh4?
z<Jg<Fz1MM8zQeQguo0J4#LF`5uc^VK2u@z+@0`6`-wVs<4L0%@Y!W@)*~^{}RX|ic
zn<+G^grWbNk^`EP;6(!Imp%|a0HfQ+#>VYO(y==Nwm})02@dKR-9_DxEuq6gxrhA}
zHpq`~t&FcG-ojZrt!>rL(Y)umA9p6RnGnR~Z@TnBmjNiuR#sIx0V%QmMK2(^BWY`Z
zBLJKhz@-AXp1hKhjFa{{P(<TeEK>T^peckG6u5I-*Gfe2C2*qkY+rySN~$AOZjn(g
zaj{Cz2aR;RX9Cg12X$)70mV3F@7X70P`qw-m6evVF)+yKluNFQ#Q-QBSIW7Y!;zY`
zc=waVihaRXu}i~Cnl)4kxt1>n-T3QWne(uMyef;7DPhkOd75u6NDYKB>yCQTPsyb8
z-f%bal!XF9$A0F3{RRy&fsEkF4<fB44$pASF39(#?LUZW|JX_DVJ)cI`QY&SlZegX
zP>QDV+Z#U)j5#@#8a6UTGVGiJFdUDz`t`Zxt>%)(Qc%yp@6lm(`HTc5ZH>I(q`g9)
zqpbDWKkxZ2u8ZrsFY*5=GybbhS5;$LFrNI?>7Y)MZ|^&Maeek)n-AMd;Mo<~GEYeP
z!VZ{!0)tTixdwhKAOG4Jd3ao>9KI9H?I-CjdzklwRmGVq?ce4px9&#~nEcg}QB(Ts
zsgU7leY^(Q<VH#(_zounk@tH=g#(Z~(Eg>9nU{Co!;mg5qjvXJI>mbL6iRFU>yyu6
zN8|6rF6?p=s?W>-y!T|RAt|F{r%PjJla<KZ>LfXx_GOdl?(#eqaNf$)jA-lpQK(LP
za~ifM#&H&Q?>y&;d493E`}S$787DOF%RH5e9zJFI@orVOs2A<cnTmdSIh)9b;i4>2
z1ay%9b@%mw%4e>%b#+WdY=5$3E(nWs*1cs40otZK`-3jVBorax5k#bH28rP3nx~lA
zn|b{M1LXX68UFsre%AsIcn(T>T_q`(7t*<o3fTs-+x(Wj{FZ_bBBZ)rUG`AMzki5k
zl*PN=jFd(VV>4FW_`J3go6%mb#3yb_<gAmc3YUDWE%QvP{7ffRxcrbsE`!oD{gDgT
zrY4R^Nl}yOT--GF!@?(gq;ZHz@^d3xqbP)5=|>gWv*HffVhumV&4j&XViFV*VmEA<
z9vyW6H>mmc7}M{nx1ItE?>kf($@IsTAV3;GfL|%*ASF!!V&1^LreSYqC$w%9vO(j^
zkYQNbjDN2sTBi6U9>;ZD!(kHYtVM5i_y9;JSDy7xUA)A%2bv7KbJ)4|e8WYh3SHG!
zS^ph;-4c&lXP@}|gJ)Gk6a1G=FwWJKD7Cq8CA74bPM&CHN|Db^<2_D<YBo6B_ye_-
zf**2C#I&8r$XVfFZ@B}A2B4bA9ZZt5p@lAyWZ+ZH3i?U~J=+F(qMO?#@R<bZ?sw1^
z%dn!tgZdYimKs)DC)xdN2S&pcm6bA!_1R;d*hv+R0RID<KkW!o)7KOB!#`Xn4NbER
zzAto^Gw}GJINv-YKC}MI5NAewE`8%^`oP7aXUM9h$)hF1Bm0);j5)9<qA~i;^{ReK
zrjM!pHDkwXCZi;GcW7_*kvrDJ>~A={s5mZPDJmu|N>e@mTvN4QOj)xEL`XOj$f-eX
zFLn#}kBPxEG_3iW78Zv2d=3|YP@uO4LIibg?xX$bLb(xgLiEFU1bko{1L}YH8}@pd
z8Q`UC8stT1y}Hb2;*|duDTFgu(235^Ixir!4S8tV4<|(UCRqfUYZ^yNtg^baTHfX}
zn)U09&F^bTG<le`xfKO%?vad2gI+lr3i7uzF?OwD!3`C9?e%6Sa&GZXhY$^Y&39or
zxw#)|9Xb{k$mO1oq%JWdJa*0gc@HsW{-b6CGp7v=!a_o%50&NRxSL*XnDX`U`mrh1
z+0_kc!toRK6r!zf<&ZI>{ADNa7XiaAohwy#=pSapAT38$0;;UYC4D;4y(o>Iv&OGb
zhtxW~@CM`6fb`f-m5><ikcr`(o5g1Xw~iu~{S)Xr1y}T3d^V9}98}o08Cjt=Xz$d{
zOFy6=3$zr2yEqTtP(8hC<m9rZYbIvqcP3^tpq~Y{5#UW(#A6oVMbPVCd)pf)DYpI)
zP@aTSJZPNWq5f4-ts;)nm`DDqp=jc*KocGvH<B^`jmO9pnTL_jN0ZTDJ&v88r5gdk
z(QLP)Z?KBwqa8~C*w`m0bB>P6u(5q#V~{@ICz|jPU%fn<P)Wz=dVjQCp6+w&cFJMV
z>qz1#TIiVRgAEr1ANx^vmdm6Y4B|d}_6&6W)_`5|pObH8|LYKfqAWEwEiLWOA7>Yr
zbKv+l^-I_Pa0(Q&Ah!XS70O!g5=Q2}#(4bPy<;zY@hcxQ`MnFH!e{v*GRWMCJ<x}^
zMz@KR^mvcd(3!*M<I49hQ<Oj}<+B`wfR>#oUxbYG-ROGH_#3ey=myDQpOCp8@JiED
z68Oi+qL?JW?9oESBJkUCXGAJ!lTsw~k)c9@=Mnkq*B($(>N)m9#mrMq3(cV9LU6(Y
zVEQ3c`A|UeXc_ZzAg`j=n+cr*53nL#9#lSEGR~gh3Ep6F9YnY&WS*!GixCZ1_I10^
z%u>tHLHw{WcdSC$KSq+4;`7+4j;e@h-ks#gxWWk=zmjbJ0`v!i8f;HBfa+EIB9{Gn
zwgW>blL&xv8?~Z<tc07p5)}AA3-ldeRec{2|F7>|KI15_!_CDN8y9y2^zXo92Ha_K
zLAwGNzko)@OYKDp5{7RX^sn<xc^NhkX$LVQnX-|QqhY2R(6G?=s)o;sSgoe>>t1ej
zsX9lI4&;b3*Yi^Q>T3i9$T;lm7N*$!)U2$_b0XCOsLXqZ4+<DbLN9lykssHEPeL-=
z=;=DTUXqn{oW9BYQ1-~;EdEppi?;g>zVH3r4Jdbfj(ZsRWr1C2m43}vw-xXjq6_Dz
zp_BW+5TVCx(CUFS1Wm#5Y0amjhEDMjA0m2fo+dZza*SfQiDZ%6YQBHJy1h;O^5yH~
zI8UBO`sQOdBOo+1w4tG)s;Y`nJrBI&Sp@~%ZEc@{HxI|5f4BM1di7yzLS@TRw3P@&
z`w93^9t+kaslyFlj|DHM>dA-4?~5_wq3q(~Vr^}$sMrrWDZtS%db()Y@4vsG8HQ`;
z^a!a#yu6MajEz@;aw_(TXvp)t9duiC>S)}IHSl~a(-ssIfZs$8j*Jq!cRQG`-4|ZA
z`Y%dQ<3Xj^>S<_byzj5fl#~WQi|QVfh4Rl5KYy44d<8Fn7?}=1ZH$d+D!4samjzgI
z7=7m<8_k2x6K`Dnr^@M)010H|c>t*Y<NW;mdV708sa1gg+Fg7S{gNI0YcO0*%gPFB
zduyQaX=&+kckPU_ul3>CD#NtdC=F)%l6wrX{`mA#xxK%ZV`7crr+a)2x%bgjL-sB%
z_nRrUVDH|%dGmsRAd|8pV8n%;N|k&$KBV2TJ4!8#DI3%n;;Lf#%o1clT`MARd4b<M
z=P`jz`I9KpPa0nj6xaE%jx31^u1J*H^-T(`2L8xLtr_YHFnIgAx750kxW)8UhofPG
z+X(2QMVSNl+T)dA%IljOS~yvcq&W|St*FfU<@7`=1R(<tZxiUhI&g7wJCZQ6u@TPb
zR)fxdAlzNUdMK1#w07q_>5ng{$y7?Q%kP+{-Bq@J6WnjU`)a)JPVtkGO6o1K1=(>n
zE)mqxr7bP{o$cxzT{b+Cok>1LTkigC3+aDJNM%S!2sn+TBqWv=7Qjj~oKox_^p4Rx
z_21%}v=h?vJ)cp|F#W+V@+5a5e^NDjmiTvI*IJEcFxr+SAn9OWVoFI$!tLRSf?&^5
zH^KkP-rhb-YymLYb<iiuWU1ucetMc@mYwBgj9DQMl{Pz?E~LfzprqcNL{0=zHGI0z
zmiJ=SZn@N5Ir)Bup6U_^)p4J*^uk?yUaUMUvvbn6)*{4A4B7_Ww(|fN2*M@@3uR<y
zFDolsD$(ZywK&RJ$tx72G;s-;rse*ZzKfnn*@j5|I4Fcney!4@mW$<I9PLrtwtK6(
z9J`x<%W8CNEE5~s*O9M*?1{Kl`p$G<FpDaC-qaD^qggXFYV2q{Ve?Dy(j~bL)%dEg
zcrydc!8q8~(_M~JBD(ce?lKP5S`Y<lJN$Eeg>vqRotcsG3D}YFuSQUcQ3NyU>gqbk
z(9bSOz{xmU*WTM|Z6fEe2V$SeqIqQad!g37f4xHzzq4W=VEg5Zj!w0&#Gql@j@i&-
zCxYXV*^|^WIOyW&*tWW|w&qVHEF#j_&;Y*!{I{5C783CJ(Mj}kVktIeY_T{$uDXH(
z$=9>uuDZU<`$DXde%Sb`B&Awyyr5X?imU<GiF44QqeR^b$$|$%F|<4TiKV^Ut0n*C
z(C`J2y)6&vdwYv!g(U-|6KJgO0CP<AS+JFY-Kvxv-kW2$A8&wkweo{ulVux1)dj6Y
zmKXt*8`<${A{uIk&(RmahE+p;Lht?HHL=#^#1t|?sVuG-Qmy<6=&AuBJ|Mgr5=BTx
z7T)4m_p%i;uQzr!Yp=IxRIedCqQl*_V4{=C=VmJzgK4?uAl?6P*NR`q`4=CW(AGj&
zZQ=l|X0JG0+*v1F+D#cm832xfww7IZt4DTbCN&-1#@=3d#)5(*uCjf+C;U@YI3zsQ
zqbkcZ>w0--tPeF+0dc`O__XtF8lRZQPp8y8!X_CUirCr%6-!s_ev3r{(4<j~z&tes
z!AHpAw+B!~J-P!Js$a%J5%Y*CqKm0bY93G7B*FXMG!~)_jm_Ky0+Sz(yYA?(f)@Zb
z7UITY@E7inBl;3Z+XE92u&~zb{QShYIRD30QL(d>Wzi^0ack+)DQog5t8-T@wLrq~
z$Foh8Rj%=Wp026<|I$@f18G$Hqgx6@7P){cGBQD+=n8yB*0#6ZfhnGO&5j?3X1<Yz
zrvB_n87726Oz_n%IEtHLwt6hh?p<`%)uFW3El4`(0JTh=2*IP(Dl`0`uFefK)MaEk
zfGHlQ2)UcGkVWV#EJqz4$OWlzeg&8EJ0Y#N#6pUoQZQ-0zuMd!Pt7<xYrVDm_Z?ry
z)_9$uyJV{s)zVeVn;+4hR&q!HPzx%)^nrv4P^O>b;{%*d+9ja`j8>p0Ti~?0>uq5;
za*L)7Gcx}YZ9G5U=0VgV^&2d0{@m2g&X!sSL_m#<jsHW1nxlZfh(U$P(?~UNpMl+z
zwVT`D;NW0>Yc%0}kt%Y!%YLiZ-uG%@<`zj?Mx!JC!SqV08u+B|O7g`#TiJZrZEWzH
zu6S39%RbJ|tp#ULIwZ;jKplZmHh_ntM6U|~*7^9T^e1u8{a1F4^_W{OX8BMty}L~4
zLmn*6?=;i3dB&x`b+N7`m_VjXP9(Tfj-TL(Ex=4bKv1X!0DS7L^fs<;A~K&1%#RxD
zx$zSklbBO{uUz<3C9QVH1su7j?sV^jpYve9vJJsOpUBOdkd~Pki-;}w&Eh#mN09iA
z&WE3D(@@+Dtc=@wnuCrm7vNv)KsydtjRWS4tT8t(JasUbWBdioltC2YV!RQ-y<4CM
zc!B<rET>9tKjw_zp)37*M21CK0e}X`j=Y&OHMW%4Q~-?jl*JJYI?~$n?N;={;#+sP
zJ&L~vphANSf7Yuqg=zYU>-r&c*y>5`JPlf~j&nr!J#s9);xCU=d2xN!6moRD_Bgh0
z09z0K3p(qed;Nx(ZpsYVoPI~yNOw`JX<l|a7hQ>iV!ubvw_^28!)_si!tXp{A6Tfk
zx9z>9(oG8D`nf=l=I|vv^;|qT|KUhQ?0l|-dlzZwD|&^2ecv5F!A>CK$592kWrsrj
z>|6NuQebHPh4Bx~f<>X(w(Q(5&l!|g2@|PgJqh#17ewB<>Mv%tIVU9*XsStM#8FEQ
zT^)5%K3p_Ec!8VghPXuf@+B4Emf1epru-TA<5R6$&`fH26f4x-Y0)H1#*xxp<ehiy
zLp%Gxd08|qrkDLZX44B5O%1}9AGmvxG{R_Ie9DgHz9GDEQV2s9I0o1giJen|qsB9=
zECTsc@As#`D|*j!M3Zqt-CQL`G?Q<8YnP@&p!rKs%|CcNH;=~+PbtR#b9k)7_+!jN
z%N<P9PE3+`E^!D~L0M#^IZXu~Vy?TBO4B=7YrVdF!CkrIbmxZAM=BpFKMLM#-4=Ec
z4$VIFxzg44T&m5nN-$_GR4={=XFrI%+e|;@r<6!HNdSq_$>8Ji+GUISc5Yu!)ViC*
zl$}6_8^+&{3p0$JN4ka0&O(6sv~De|@uoeBOm}ma*}5i6aPtS?W)yT56?LqnB)FI?
z-Mi-nqnzrLxLz_K9lpTxPzF63NlD4)N{Wh#E-uyGgB4(YDD4@O;L+8zORKE`Ps&N<
zQPh$STk`q*5{{ULx*7o9p6z1sNKNj{ncY8w;HfC#^{x5B${$C>0hkoft@we5;Y?Se
zwXI?F*7DR8pYP2&gg>?S=Hi`*uw_=Z+8T6SX~nUYy?RF$i{yEB0T~@DX+C!a4NLf}
zw6K&Z0xy;15O7yn2eA{tBlHXm!H4$kRxrem$d8O@YVo71q>-V|hiEW*hOD3^ObJ7U
z8Pqnru#FmPUbK$+fjpt(7F;!#|HifQMH);E+;`7x%Rl!~bf;#m8r-EZe)LHawNaQE
zNNM+_f;t%k4yikkd<E*3fbdfF<HtBu#1j`3vy0(*;sHM=kWzZ7rZgsrU|O0lrnqX*
z!2A~&+)8yB)iC$#%KvIB+(YiT&hMOkv;Ib3g<V72!7)z3&{UJFD+M`?U}Vsi&IEWv
zgDwlYFq+$E60SbT{mGnnz7`ut%1u~G(pwpOJWJ6{?U#jAZ+<`0DM3yv{ZbHPw2zG>
zIEB5@{Wz+{?!x4&$f444o1*%2KPud}NT999z>p6Xtf#L(2Ym4g3V@*jfrOaJas;)l
z@$nj3LRcPUlE{qlzcMr*@<W&Q02ODoyc^16>gsZ$|NTZl1LL%1DH+84?Zt&qBQN~2
zch25OLwj^8-0IT{7+woc;wu`-A)|zs`!kjKz)RWhs^lAAP~Xb3%DZKEtGM(o3Vp5<
zaCUW^`(Y}D#YL9pBS<=miDzU*50KAm=#F$qLq^2X?<|XVRDLyinJ$nQO<o64opg9p
zYd<eAWmBF@pCiOF3}N#7S5{oQIzGY4hcF!uqK;2tn+4c^7qDl*ViyI9+`wsYErQi-
z@BZ-P5L{|sO<4C{kC_&GX;}%~RcfTD#4@044B@Gc894qdw0Iv3<7x8&>7~3B!@A%B
zYBoHs7`c2WRhP)k;cUN~sz_tGdD9W@srN%Yo;YsBw0a1#I9}<)@*NukcaZyf@E&8C
z6*nGMbxBMDntC9y068F{?Xztw9mAhK6Y>u&KMs|=DXf0md6=}YUQ>6&%F~qh1j-or
z`KQOmDjOP7YoCKOEc#{Z2HYS@RP=YK!gi`2zT5eb&{G^oyMPr3lDUqQT`MU^g2ab$
zv9;6LIkdbo5n;#H5!B|@Vvar;?)OmP)~J)eShVz1iofwW&!i{-R|nKdAz;kx0g3Ug
zo|?u>mpg|Rf#UTLG^|}}k8-H;wt%!YD8#_i-uSr-`*^6Lf(xXEK+@~WD5&yU0gMW4
z!Z?xeV$OjwR<y-^i{tb+fUu4yBfS4SW7$StDdTNa+S6~Nx|WlU@;;wgqyj#kER=r_
z|81c7Ctp2KF|mK1?`p0-aZqi}jvvxg{+#-B+K8OyC^ai93-kd2Vvmvx3L{q5l62rh
zT!M26N?Iq;*>D_OzE^=@dF$%I$g@C0t?A}K$eRB$UB>|wU~C_oewCFSZf>3fj(TgW
zBp@%0GtC=GfSN{XSzzy*xuqBDlrrCX`wl`emW0`TgMS*#Pi=a`3#XLQJvClj$zO(G
z$4Hu#EpZ2Oc4=BSlchgNdOJYW&zpWR2KG~r<)<mHncsxRNtbsm#Bl6p(O8t^{rwL)
zmDWHi*qB7sm}7|T&*Wrp;1~c9f_;G0gO<<D={7AL9qPVTi;v8(4pVgKv&-j&?)#YE
z2AmXzjJRwU8<LYrtXYb+N_qzdWUAnx<8ga;u>{or{!~^<g^LHU-+`v3wT%r98UHu1
z(Z0i+#s^>0uDFM-e=q%B`l@S-E!arE4DMT()+H!6+1X1J#fkRu4rGo6dQ^_19u9mw
zY?i+-sgQr*STerXuofZ=n}X_W*c)puBiH2k^&h9Mk0ytjrp4*^C!wmFJHOaJC94o=
zs=5L$TtK~;JIxf-xIpWlJAv{QFY<qsb-;|zFDkO^3@6sn21e4rLl~e&5kB3gXJ?e6
zkS!Ptw!EyWsw!UnO3V(JhJYLd&|Urjgb`d~tXAf{A7-eoWv>G28T4)1q4;j#Hhb(%
z3=EUL4LN8VtHS)?m8L(0*$8#Bw1M|b@I|s-fynTYHE}2Xx(#+(w>+l7tkcpnQ8SP@
z-{8%k^`<#g1Bq5k{YTnWR62~?XX&^V3FRskTT=1Pu^r0|kOyZzN3*eYo0A92kK#Ff
z9s1`p4zSsyu3vz94kj5*j++2S0raUac|5<Eno8Cac$$kyk~x}sN!gkdW4V?W1k|c|
zIqQXU=DXs;|K6gPp%G#xQlveALovoeWGh@dyML-@2@&LR!lX3virxs-r(l3$M5QMt
zTQ^&rHKjLkUb*j~`j>Rf=py+d1VuJ^f}w!Rh&G{BDSL}<Kb<8d02BV1fT9MCsXY$j
zB*Z2sKQ`e2Ym#gROrN*`niEg}24=BO+dhQhP(*Elqcx0^q=~MH_71bjUf|ZQW__*s
zhVo`$$>EAMvC)XVl1Z;hpXV7<zSsnXTtsAlvXj$&nN$6QTVL+n&@W7pO19;_YoQz}
zoF-jcj8=WE29{G%BbS{TchgD+N`2umhogREbsxCU=eLv!T(M7WM)}(fTUL&aA}%^l
z?44MmhY(-kt$a~aJICbX#-EE|_EI4)$zk~Z&4G|ylHnW-k#)wuLn*6Mwfrn{7qnO*
zYIMEphFOGvJTApePXV<uujYV{HrZW#e$XlX`=xq#$lcZ4UfD+3c<-KZNuMoQ!uIV#
zB-`bL(`>+SF%j;rNWOcKL5r0YnXb3{er_-^>@dG$BZ1p>ds*Fw=aKvIQ5>Gih8=aE
z(HXq307A>>utGQETJvk)!ZnB3RXhlVpdW~<NS4aoL5e)OQlmU&Pxrvf7<|>HbeB9<
z8Q7G!lA>aY&&GaI#qVUknM3PHzf>U*fBZ&>lcsF%i!;c4_uY-&OMAcdrdwnYqCQwI
z6VqW!jkG1i%qLGei<?R9so7Va($vQHbi435^vNC2{`QW}?h;T@F@LprT07mD+(ncr
zB2(m5r}{+)0t&bM+4rdir)7Z;V07py&Oyp8*ZFi7v6Fm~sh|zys{@VSkdz!4dV{e7
z{*np0&qeLo8J)X8?v;C)Lf`UIY26MJPME)rGxosGfWxx=CC#5PvXX>-CloKLE>|AJ
z23T~hFFx(92zkzD^%kXwwsb;A(rq2oXZOQw@2Wj+omfy}rh+?swB_8Dm6Vjcy}fO0
zO6&mhR~aCjyR3k<0UXPF!2xW)Ecb;u*`u6xXlq*ZOn6<R<&Pej%;Fe!VNXqsi>owa
z|2K}SoS!4Z6r@ri?nF^wk+hhX*C0In@4EG%q{doV>qVpVb0hvY!h%(uumm61b!9-5
zN3*@ytL*UFjnCiUIeReq@##v}oOJPm-PIkL640yw%S+eG_OP35oF5@Qt-*7M8n0z!
zL`_QSb6XIWNp5`n1Q>MyEv@vQKXug9>_JBk4u=Cu_3^O-B<Rrv83RKyeElWiD@YL_
z45>hcCBRNUHTv5!B?qCv`KW)D_NV>mRd-Kmbp?_{Oepq$lf23dQU$NE7PL@qdF5;y
zD?D+slfpNu)m4U!jL1`Ow}VI(>b*A1lVZj$?)PuACFUB+SIl2tuf&fEH5Qyb5d~vq
z>_Qi+e`$rb3n0n>nvs|91{nI0gSYoRP&hpD3kwS?EMz1O2aTQid0~d&=N)~C?D**x
z_GuvY*muL6lne=&UuB*6<UdLexG7KN=rS03yrN)qVVZ>2wYC{wtRA8EbE?`Ng-dJi
z9ppJJEf@XmlUr<&(;Lz^&A(`|flj-?#g4dm$+pwRD_Yso4O14h1Vts61<IBIEe;Hj
zw_^eVCMfFKRKOhJqaAZy=heYeMn*=^a|;7t#|i7n`8k+)JmFh{oGkxCMuCpS<9fSS
z8fSZ{=)0wJyz`Ru>ML+-eVsWrl0UQYKMjC}&zA$Rl;z`OF6D=9eqq7TyvAR*SC<Pw
z&c?&mK5^<oE$_L|Vuc2CJkA&Xagyf6(`-FiKL0gLINR{oiOrM6TE}4N4nXGG-Q9KM
zPyPFse@_4$!+BYF0$>|}2L$Y8|3YPDWp;M<@11DD54d{u*f~)ivg4JN#ffA;kMBU#
zNH^e&>c4!t;2`*@OR+4_A|z$bl{;}3H5Qg`nlSE=Jdl2Wy~h`sPe#!U?IS9}Q_IV_
z4IM~)Nb*>Pw%t|n4C38Y*L|Ld89AY7Sa57`kG>JpJ^9s^kmeae2jfxs_gs)89iNi2
zthhLAi{#O6RMyG3tEFWbSnbu;3IJ%2r@K6GH!lce$hM$n+{hx%8)Gn-mhp-PbEyB{
zn*2}Y``HS0O-S!&=%>7WYRjD5*6)PTJj3kZ8l;|$b<AqJXQXVR+kZMDPDQ{vcCE&~
z@w!OtX{Naz3as-y#l|)S9A?lE0W>KAvcWv16ab|0`P|<EP(M?P-C_3vsSB&&xWyNF
z7^k-QU$)hd;d~|FVW9K{j<FCb3kh3|);3Sl9C<zK?uvSr`eHF)7x7W}<#E6K$Io?r
zR^A@6e#NMVym$t=x!riYklf9GJ=i{EZV<$TzQ!fYxijRnN~IJE&OO>1Vr^D)E@#x7
zQnP?!5kVnMJxcb8>{@BQbHdG{FG4O#V8?$OOvm;c+QhD#N7SJHwBO?5;wme-y)7Zw
z0R1>WKiBbIgi~>pHuOnils`C*%~=l)$(gEj)<|*tJacXIYyUB15liM>8J{6I@V|lT
z25z^i(r|&79Om`;zeM95{z=l9E&FRSuq2U;4%#qtJeTNUEJ?B@Kff}q0jK}Tj)&eQ
z1Dtdq_h@-s?8sg=`SN0RH3&<=Bfm!7oFum3RzPSM<(?Tt2SN!ctha^%`Nb2-xu71v
zxVfPzoS`el#K@e0@2Dv~Eh_t3{XFCURzcd$;Yx;|I44F{Rr1f#<g_8)^~SqmrL$zq
zfQhxuMoPXL{<>?p3QAgNuc;FukG9rOK{7sXByWJF#CAKdG9tWN&K$*+v`gm~c}!O4
z=`!Y&zMgJNLH*CMj>XSsSBqf>X4SvG-bH;wIkKn{o%<y8BySS#o*^jtKZT6d?3pd+
zI_IZl5H$lHCp68mp!ss(JPC7de%<THe>#0m7^i78^zXv#;FVVev?xxBsOM<Ad4jh1
zZ}QCegsCg}Q!X;3bw`A!*_syUN4!{ZyUEG#O}MeQ-(`9=KDPQZGhgpMy(=(*d|X8Q
zZ+QNj>sw`uh~H-6!;UYW6%Z45QatT<(+%v%bFL?7wtsnfLPVFX_!VdNpzzZ&w|NTe
z8dGJ5q{}jfRUbVbWk78Z2$)2({Pd^OKlQ;^5e-(JebG)W!e}yzMtt@HbnU9&KBdr6
zr>o_6hCIEU3`73!On!T5@ytUsrnZ@^S!hw%y#L=fZ~X<vo{<Y`3t}KZ<Qj(&;Aujj
zUD6C6;tNK)w+of`)D4{alwO!0zv=ycB@yj5_pBk<`r^&mce;hBz<m}QQGwd7YmK4Y
z{@|f&1avUYSLSbk5pSaUs5<6%cX#9`uA+c@#dl{Xg@~d0I5r1{(JrafRZ-hF3lEOk
zJh(rlz?Sz79h`>9bQQE4v;<^d!L-*Cr-JAk!~0m-UzdF_$6xdeyNM<rH+dXF8E~87
zh<_zIn)VmMnyoM8>anu$dnXk`UNYiK?{KmHuS=T}GaCeyA;fP}64#__=_Q^C8nD#;
z_c{*45%C43G@NC^!nGV}P5j1J<-M-|Q{oVZM6<Q0u-~0rZ3g{b1a#z6mS;_FSP5h-
zykfdRrwcooRdYlsL*hj~T=6^9AAW3X(-(c+ExWktTi|??CaT=lkb22$oj)c1LFFXn
zsZHctq9=k;`MOM=x1zc}*;A%95sCMVg+=%cby_OHkDSpme_dfTABinzyzSg$kHt$2
zbe}Q%XCpJPhpe9!<WEV=83FV7Q95STKm5!)TJMeJgUv5c8USK=hUKR9*-JAQhW#&e
zi=Vn(RNgneEXL$vjECYJk!9|@K0J@hj1yxfr|_~NnNDPKRm|IKpL6?+hw;w)?e#iG
z*>X2peM8=T*j>#LZ?ESqh)N!|F0L5wx^@L@u=b3RK_?Q<j;<Np1soyJ-BPWhxa&)r
zGwXs$a=tZhi}2Rn$Ehhs5u0pp^a}wYG$0#7r4`~Cz|j172aV^@z_>?$CHC9~N&H8{
zcO@!}?-w_imGZK)CS;(7RI{{-d+7P(OK#geNGW!Z9$C_un$fQx$;K%12s1n9)xy5^
zurpi!UVptugE(As6GR#eDU1|xwodEC2lEb#WLyE<EE^l;<c9oT3l5G*8y4Ozz)b}g
z7O}3tU=b2nim2fjaZnd5{h4CxHK*cGSogCHUXR5c&$|}|7y^bB5xV5ZubU3bb~zV?
z|2711TQ)x+d{A*OVyL_*Pcx)9<kan$SpR;Rqkxl6k{ftvwNqO;IDgpKK~5P*vi@gm
zPD~JoCrFO)QG27rLL}$i-zPo;0>bw*87A9liwlz<wP)5`*LpB3nwVWj{ukCla5i;p
zu|+0HF`u~Lu%-KO3)-SLq0DX5O%-sqxp=I}=Sr&Zvt=I+ydfL4bsu&a;zUD+k4Qep
zfVU2lLrp&Z;v7?1P+|OKeL@y{%#@ejv;^J{NC^x#S@t&g4<atu7QL1qWSa_`UtTmt
z$+MqF_J8kXk~t-F>6a@!ev!kJsMFO@`SkzZqrAw{8&@ulqp>qSjV*d-0pxV*xyEbT
zGo6jgt#Vs3m*)apbSP?RvMa>ZZGCuQ7z=?fZ$^i@4&FP*pFv)@TtTXP29{+_+_B95
zd~UA^KD_lfUJS_oC#LtLUbLr`RD0ZkE3`=d9kH=%2$=W&Hi=%62km1nEGjEn%i1g&
z`(<lb?8AlAG0Tabh5Fywfk&<k+sG~sIf7TEdq@2&8qFp@NIskor<Ek`$H%7o);RFu
zcvw4h97|pAcW;f|#ho=^GQZaDVJY&6H5A^Y(&SZ5*lApgAm5hj!)^E+6;Z0={baP}
zzK$Za9wH1i#Z0g3;Gx0<HTE|`bUAhU_4pw{FUsIRP&nAi!f0gIeta98woB1QBk*22
zidUA_JIb!gsvwDk|0KUaYsCEDB|LmN>SU-tB(hE#Y?CvWKGiJj<{AIFT^|1dnqtr_
z<j}>(G<9!SG&69yL{4$GFv}5b5P6Uur>%vb_CfF*o_0X`75#<@XKp38Zp!w2=0?gz
zwd7MPDNl=K*bUbWTF%;UX$_pm4I_-EEUd5`EMqu4n^}!)o<gp1Hz!$yB<uPa&P_!^
zHZXgww1s3KO*8wIN~L{!l$!~oC#z3&W~Ed#{-<QJDAN9hU--VUUDBF|m%8WpTGYSB
zlj$%o&-bMng*2~xZ&}On*vG_V_l7CLi$8-=?}~RBC^5G$5`$O2ew@jR6ftz`vdBN^
z8BI&t*nTeJ6i@MA!Yd#w8Ik>a8mLYoRDF}%RWSCJDP#Q#cDQ@GM`d!!?r%DM2CUh0
zB2wDdrC#<dZ(ly92|m(z{bIyfZfSvX81Mg9$5|4`H0>yQe<HYDoL$uiWEyIIwDx+i
z#m6<JYw&Nhe*h63<Z2*PvKJPSivN+l0^V_x`Ib1V#SI@LmloCtCq8Evmn-0CWk1wB
z3bq=|QC{4gEQWpfec{)bdtp5L&ddEfCw;PU_y-LjNfVtX8_{?{5fQ)W`5VDFlTSuX
zT5Y@0y7pnI|4SF%zfZ#pO2SJ+-U%}^jIP18X5O%Q&mphQf9x!0kuS%-7TnM~8w5O)
zB7SkUuJ5fFJxCp*2M^XTH6*SI-5S3<C2%mRh0|}Nt+y5t)+4oYwV0#7Re*UqC&BIq
zLviWlsYV4<aC02d_h}h}LoMk70z4J9%+#szxm3)qdt+M~MisQQuft*$I_8?6NOgw%
zBePhpHDkc9$zANRTeAM}ylIAn)A?bB(p6Sznw$XYk|Gi=U8p{4?il`Lo6N63X5gn%
zyoc3R?!hJntEnJqzdetrQ)YQX-NF23va}z@d_r%LdvNv~iBOw>A5I|o3MXeMOxOtg
z8BQU2Wswer+73kA7pAhxLxR_6^b5wx)n}g1zl2~iurIoMS$tA?hvV*&MzKjzU3x??
z;XJ;DCjI$9rT5>PHqKDyqNuci`4^Dw@eZ=98A?9zN3MEXnl2M`v9p{j&U!K-^Zc0L
zaZ@lX)LdoL)!eIJfawo9SaSARoNlT^kbX6LVMvS$ILO0r>tuF{@spst<UZUy^&ty<
z#u|E?SO-EXIj(Q)cRxGVY!~GRnrU<6B%VwWFj0%)3{9w)yp314nl8L;_%nGj*o*o_
z(-Hdv$ImsS1ynw`&MA+33<Wb-PZpswHia3Eoly>gb-&Ts;o8rxUk&ffkkuWKp4%=m
zmi{=r;R|w#1THQC*o9?jTlZ&>+V{h3JNri41E{DDd{FL|&iX6Gd>M-Gni!fExsr6;
z;n8e5Jv=IDT_&rlk+-8vbSgQ&-cyEjn+tVy4EI`PM9VJT5u-IX#MaG?Pze0DC+kpU
zC1)@mSJ1&I8gH4f`diCrE>xFSEt$`VG~EofXZ3=qH~j=fQZRU!)s^+9f+q7_$DO`b
z*vCUr_u7cx?>;ggE>=7hnHzFG32#)}E&pSkJkRSuppmOuilazszBbm@>UfZeS<_+Q
z=c)41*K)^}_SEITY=2>-ot3#cd{qGFn-g{>0~`-cF1yUIayzrysz}c~!*JS=r|f&{
z0?MY0rqWR=10L9guQ9GsY8Hlnl8bX9iUU+5JoI%u`jV7K3yPtH6d(HMiQMS}^A;Cz
zAxEm?noz9p;^g%d8T~f4eNlIrWaKc)P(I&%u{2+=`mneF5^xs92;-7Jyt%7!{LrC0
zexv99CuR5gDhOZrfvLlB$N#@oacX7r1uj**Q5C3uKU1T{Zr#<N!jWGn>6suoEO6o4
zUtDIfSBAMw_PCei*}qvSICUvYo_c<^fY*Ji66%Qma*^i(3t6!|o0uPcC>0xViG1g2
zkAB5&_!c8@C$|GJO=$s*1<qM@Y-zPu2U{nwehB2RoIoHw^yXc(iTJQd9`+?UpkH&<
zPNQ$l9$cXd=wXjK=J|8ekz-tLd<=mEh691Pk9wN9s!V@)=m^23Gv`0sj*Ck?HvG8t
zyUjxp`k^Ka^ZMhn`M%4x1H-Ap@?T74Ra|9N3NnH)TdZv|$r?MXmBeTfJ6{z!{Ha0H
zgN03Zr!?68c^NghWk$wxar2k(yn;Sg1;wcL@EHdWDOD2eXmx{;p7sINaJcwH)z9s!
zcIKy^BD-5%aj&H6#Nm+2vp2TI@2$8x^OxAJyyZ+jG8@IJTK7~Qof6jAe%|9!>*wrN
zgEtL?3SM6cj}}V^22)WW71Gl$ycYCggc-;hN_!~JpZV>tXxHgqyHuX?8Z6hGwQB|*
zA7r4|>#0mY)wMq{tM1khIMz6XvKFdpV3HP2FJ)<l{qM4TUD;O5zjGn1lT5CU8v?^V
z?1+iBL~HtidH)KUN`(j}dPh=JFa=ghP}?TvTF1mz=qIHxiTmw0e3P;1zoz)Hb1H=q
zh{?;u8waW=EL}mx_Cv3iI^$Z~GgdnrH$7eWF3N=|>RDO5Jl#CBypwL7oI4w>GV3lh
znI#P=AMf>wT`=m7$zdTgTuE=xL6YDr&m3ygC|a?U=Md3JZi;6Hn^4+-iSYuAyTz?z
zam#4s--ndN1St642{(D=9#15038>R(gTVpR|2xPj>IB^-6HOub(J4;-=f-~NGQ~3U
z#$HJ?z8Ib2lbX4#p+VgTVau^XZ2D4v8?W=UUe(au69pzS3gM-h{>J=37)?}r1(VFc
zL6!hB3sGm3E0?ps)Wyn9`Gt1SDX!2?27=DjNb+!vH`Z6tvBC*OSkzQN$?3a)nWhik
zqJp%EcZImFQq>G;Qn*;bH!NnQ>*v2;yr;XUIU;0$936b7%Msm7K+($m^E>S55H_(Y
z>?+)sP+|oM(;alZxzzQ*)?2Qm-ZIuzQfX+e?l#JCJP3UJ!`%1<b{r1gg&{9%{z+$E
z7Yu6Lp$&})aiUgQLeAUy%+;f&SJ>Upyylq99Z_2FzM$f`?<-+K-&~4Y>1CT)>Gu%|
zl_P@#h=&uuEBrpegU+Yv9z_G6g}R?UwY~IYes0j-Mr3Ydqr>-giPNZGMbUh$g122$
zztD;GvpV#o)6KGfWo%EAtN5-Jl%Gy&haz|C+$Dn@mk>r^oNhgl5l_h2As0%SaS9sC
zKy}Uc$ICxD3-Z`DTZ>?NMrrw7`#C<dsB6sfS<ARxnSz3fFVEzleL)V+ZijqsQ4))6
z;Y5$|PQd?;<KW696_<!vZ&T&NoZa&$`AH*3;Fw__JS8wj*+i@jp?gQOB+I4#$K^-3
zO766bnT@y}H*G#*miu1zciJPU@R2U+!-8E_HvhkXaSOSh7{hv7HQY82y7asWE9l79
z4Vht^<PldB4DQQF=?5qCtdSjT7fQZte#*Nn7&$JE0TTN0S+s?tx2b|QRF98xRDJy2
zqFdkgX)2TuD#9A*rp*4E(6ti2C8%;a4asxt(;dv_OK(cnX9~srf84$0L)Bf^EvzEl
zQqm$yBi$f^N_Te(NOzaCG)Tt==`QK+PHEV5cXz&v>$>mrJm()cA6`Eq?D(y<<{Wd(
zxyD%EUkS>)9kTiQE>o`hD0)<WX<}xa{#u9(>lXE+Lf-gg0>Qi(@qhB<x`(ON-JCtA
zws3lhVvwZTFUf+5=h>4@a;~v=>dwme*Im4yuwz|vN@5&2Y%f1DR}YQMBK!X(r`Uy>
z=cL)X1ls-<UlfF`gsgH~xV{W4C+BSpPH;s>CPNzU9Vp5OWGty;)I+8n<a^iOd+EKw
z#6w_9wPPZCJ@0mY3H>z6_44>x=B)d&$wT&1u&cCYt)hw-oBC&lv<o&4n-w3l8+BK8
zlJIlMn%X%^1KXagLT{UG1QzrZmiSfgotd%Gv5{HVTu6yR>v7qjSzOJ)3o@-UMlAP}
z9TefN^}F+P0psVQGb<rjmG^Y!g51JrAa-twl;Kei8W)vJyWi^)%xFe9{%u8W)Bjl{
zEi7LRauPrwbxFv1P7n1D9pOCWsGUl#qRUn}=%zO+F2o<n2VNfEhxM>`eehRWXrzZ7
zQyVM)-ejg)&J&JTnL>}^OIlCA@@u-bZisqZbQ9x?`_BobT(;KU>J;lEQ^U1!m)O(k
zeN5Hs^{X8aGj&erquTMn3pX`z9u2H(TsPrN1ksaiV_hak?ii+Cr$7egn&(|y24csG
z40+mLydJ>x|Arfjh~DZ?*}qbiTPUZyNwC=3Q8Xh#dG!(6Hkx&;8Ggsj`tsk^brCFL
zKQNIb<cJDPNI%(0UJ+Y(HZDT=c0U+qrBwMK`mSLUC1eu;e$j~d-X*ZnZtZPOHAP_~
zNNE-=ON>ZkX7l8}zK*(?`L*4Al8>i+$BO)>X$7AOREMH2QmFF^i_7`K!0{W0Pc1>S
zJS;)-vmDjla$TJ;4C`l3{iX$(*Z<=Wy}d{|L<F|XK_k<q*QM_m@nVp&GF;z&5mDF2
zqqg(uo3@EPwONebbvDp8<K${<wLDqa8qoL%Zk$fzri9Z{ZR1wM!QdhEPTUS%iZ#o(
z?N}RCJo`6!^W{)nq$|}YH$Sw!ef(f}0FJ;48RkT440q*h=?XLQkVY?kaqa?1>_Wew
z45!@bJ)d0nX!$PhW%4g15@fN#4=%>mpEztCXV}}CEa{LRoFr8!<vFac;;ZebnsmPJ
zPgsQQQZuoQ+}{`cvzA9l$m@(Ud-C1ga+Qhu%<hk>TL~*CJDYenpC7H_GS|(F2;-cZ
zR@Zsn&u`RTz9P(b;<2f(Ev7f*@~k~pxY=L1shecQNb$PvNidZRO?GO9o4#s+1iD{c
zln5jI=PLySdyU1}z|CISC2U%Jf4}8h!VaM+!cHmL;otpWZ5pesX6&}r&`LD5!2)TT
zb=$#*_oNPyS6};yC4o|UJTzHxUV<#)b2vG6QcU&g_JR`xMCbQ8XJhuugQ3YwE2w4X
z%j~sX%)##DK2er=Y-1(;WFSkNr;W10O3rvr>VzS$Avub^cvXH4mut$`anpZ3JV%aK
zqbJ(`VFhX%>7#bNI+RPi9CuA+(*>cHRIh4q)c!2iY0Bi5mFCcN)Mm8<0wsA|z)|l>
z1*572Bw{G?Gk~GCSJS!Y0xQ#0))taIfoQh#%%^=jW;e!fcxM~>7;y6QN*E*h>NE1{
zS+CM#+aiU&*|FI+%PU|;MBmScA@rmar^~KupI4p;wW<v}c)e?nEI;YLdsW^pXW8Dp
z$3CpN(}hBKHB)!ACn!KieJDQmgim%p@1)w6|8{FTpz4Xiyzm(F;Nfw9oXNW#_Rn6>
zT8SC=C^qG=4VTKcI1+f__s}AEms26fWNc|iDNh!T%kFd@_lc9!NtGxZQcAfaGd^)E
zeHM}R>Pw{KTqqtMd<BQKyQkt-ZGm$k=JU<2&;Lf3;pJKjo#0s{h)3ho;)b<a*N<^J
z2KMJ1*QcXwAc)$y1e5pOj=#6LA}|{>Pw8es^Qf27Ako`JzKj?S>I_J4FY(oCOUvF1
z{y<gm3pu_F`gV2@=M~#!IVMpfx{{w(-Fx=Bi3xaszn{|HfSgj+k6G0XNJt;T_UP=i
zK|CaN_j*^nF)CGa>v16n<1(I3X%!w3N;yw;=b--5?r*MSjvfp0hec{<S7(vknIZEK
zO_|HV@XnA~x07}47q~7I6I|t5Fyb-VYW951g*E9ny5UDX|A97}R(ui4Y6f;o8c?ne
z0NJ*F0N9)imGIFvVEs6G{Uh}ViN8{11_!S`@1gPl&#QJ42gs%e-Oa40Qh+^cW0Ee)
zO-^|N6d4(&%RJl;bXe%~zWouc5tOsAL~FVN#j8@eCO}^gPUcsgH($}npLQm>BL0Gc
z-Ll$4d6)-?&3;aWF^;ZS%HQMFpgt!wor2+CQttW|*u47V-)o7|ce?es$u$(8`g+AW
z2{6ypb)D|ad?L*sa`*rlCKdR1jUJc(q?Hz$9Oj`oS;^VD>5s}Ev6sxP^bJo2RI@uA
zkeep&*jhdkF%A1qRV)tObRgRrHa4;Tl=kWL;Tqv*phH5CZlouUkE40ZcUhSwFc^}o
zBc5}>kIZ5Fd8Cte1p_5-8he=RXMlG<;zyj4B2&TOgb^A+X84qk_dbfc4N$_xkp48b
zhrA;L-#I1Rl>Lo5?i$J^TEfjlXVQa1pMaRrJ@i-TDY;S~>`k(cM*rHsh1jA4jLMfI
z6?`m0huC~wvJp#g?;sWZAq8Y1EA-<XgJm*N;wu-+2ZGF*uZ<LMP;qf+c@k>%U325k
zpx!QdxSP<GZo0f&52LRl!dTVM+uq2dQ@vj>4lw>A<=#mFp0g*yFkRUIW$n3{kuE|^
zmW(1#LXA1Hq|u+WIk$J?M!RjYSk48k`4`ZBpM(hVvkMs>?ZT3T{jc&f^+~S0)g#(b
z{*4E<{ic(-hu68dIq5RF3Suz_Pitt)kZJpqGMRgGPyHZi&LJ!~tx}nv@X*0lvk439
z&6IIXje8UwVTnv9&V=PX0Sebk2+Z~P-|@lgJNs;7I@f35o3FGg1RIYwu3A*3(A!O~
zigNM{*h@C4b{q^&v~(MFYBM-FeiaE$kQy}NZY*Qn(hwqvI^QkGRZ`>XM0_jkgxCuG
zc*=K~T-Vl-M_TG?Y;Zp8I`n$L8s}zd(4M%K*BAY3+<5di{L#Z`->ik!ZIR6_!l%z1
zTfg#UoJLG>utl!HCWzLEh;wRkI_p|uQ+moT#}Jt!S{e7;oiRaD-qimGM5O+7bma%&
zJwQ?Gc`QL!BFFmf`ZWM=PK>-hxqzeTPhdlpb}wr9{n=#0G-84|&n0`FMhh>#isB8u
zXmY*SO^~vv2n5}?!{?x3u+AqC8c@(4&j?%k>(KNKN-wrr#Vyn+Lx?m4yUWPBHY@LN
z=SRmLNZiNt@5Uxa#Pz;khVS04`uu}mU&<m|KmeU0t<iuL?G_yV+z8cS<lU~zwUp>5
zxr+qaTDKmR&kj%J0lL4incJ#mRnl%gKHAdE;2fXqIAhRlTY06+@x%^s_j+H=e%tRJ
zkI6QT#(hbR=4q!_v;`ed&U*)@VdTH!1L<=vRi}TqOjoJ}nXX{4DOUWxK7Tr;zG}E6
ze002RV>?nW^Vvi;K?M2CTW0k+M<JgbPSefZc%+{8b9k$F-eK3bcROZKmlmeO#VoHh
zvnNQX<5WVpc{-Klt9EbphF{}@M!)i6lBdcEXEcp{j9|Q^zp(3-Fp15wHQr<9o~}ca
z`DRT8n}e6qaaesTD-G;IP`qm?MFJN)r^kmVV>>i{ozc*@*gx<LmtK%<lpmhq6mGs1
zqx?59Iq5BPJo^6*hIEo;K_upHhAwUDBi^ftx86`I(D>0k%pHOIL^tngNQ<@KKCLB2
zqO3w>oW&)h?E%-Y^Y2hbIh|aHrH}>nXGlS@0&T&Oo|r(-_*R0euv>q4cL4|1CLE+@
za{%nOD^q{l6FQZ=8Q?DGzKKli1h6d|#QN^j7r3#P-kA-4!}Mn*ftx?&SN#HE7^zb-
zz$YY2QHf4>UtR6!^zG6D-}0e`MT{OzV?r_#a9m&9=l1tYggU1^iZd_Uat*r#CuI&&
zau341^>$|K7xpC`*~u;4b!Jnd;w+CfGA>b>mQ1gl3ZR`h<jTHw5Xx`c+q%n4-@S&n
z#T}uUnGakak2(CI$nv@RNujNHeg{tD{KA%R{#mx+gT|ON@OV%<RS9Qb*GtUc4YF!t
zRH8qXCO(O2b0*nx%rSyj7^n3&EmKUU-7jC>P%P4{s^>Dmm9_KdqI>w1#82^7A8nCd
zbPVvheK>G=KE}J}{mTN)_Q<oZr)Zn*5+u4mCt?$c2}Suaf_K8)l+h^Tedl+7;ye-e
zEDrwWP&CIH$=Fn>MP&s{P*LgLR_vw!$W-4fS?A|;^mTaiPw9Q!(PsIuYQ%!tc}xHb
z^Az<h&mFxmw~^e~CyY}W8B9cy8#r5BWtvuH)@GJey3bGwEfYL@*BL;+pH}tV`&=xT
zVj#O0F-aM2aAsn1`nqxbK{SEO#2_ZU?q+aZcU}Ubt!=eskVIY-qUm`orn|DnELV|}
z+i>F``!&xnXt<y@i{6O49dReixcY|gBwtJs>m(+8COYPFS*?x~KGSyXpEZ3)yM}42
ze|L}zpvZ}t2Y0p9Q;Z`S-yx{9r3}?XQFxq<n_*YvA)q3LQV%3jX&NCfn!AhhH6yA|
zhj9_)5~Ji3&obRou$b>9sdV3)#-lX)oy1~uwC_DmVRE4Nfzo^I7Uco{`r)&Nl>
z;{1IfJ>X$4sv|5vB|YU|ui1kn*+>ka6<}Gws`|=qDy0xh&V@m6y3~7Dx%P%Hx?SD=
zb3WSg48rV8GoJRF`O8T1E@k<KnUcnt28w~=_qN~Z8-AM%Br-CvIMDx^seCmFtybcx
zP@1Wfo32)bKJt8TRmWxDSRAmmThM8hD$MT@`>B3RU49=hnue-A{ikguHSl29>Tbtm
zxiv0Ak+Ut$u&uE8lvi!g0dv#*_{Ld!d{^A3E|_c7RmI7zl!kRf?PJuruHj{u)tbAP
zNzva#=YN68amQQ74%Tw^t*;fTi*{jRFpo};=T8ww=qgk>c~I%hi2YG7nEU739Mp2t
zp~A;rBGl<nl?~HDi4L8x&$Mm@Ro!q!3J&J+?eYT;d2#_#1KEKDFO2tD%ybE}G-)f{
zX)E=4DxI-5m{mu(V%BR408eek-EO?}!t&#=Cco+71N(yJMlJv57LYf_a?9sws7_kF
znW@8?5X(|ypQ0>zm4BN|QM;t;>EJQ!Dky}Sq~`r^pibl8659lq3c<bUteP4XHCrGL
zHa9nSTMcwQDyplsn?2kO46-VI*`Xc3mZkNJ7%F;a`1cD2*F{mhzB-v*c?}En=xs0`
zof*~*ZMlmW2LDBob1u9byq=KmA})jBqTKcqEh}XXmB^a;^nD?5>dQJSs;jaxB20<*
zFH8G)+5z8AN~So93%`bK<K@8f#tt_3P1p0Pvo%}yzB7Nd9S^shnpX@5tjD^lU)Lw9
zS=~KMs8iwZEv#9HVjUxt_(HVa{&V&Ow$Nv%xaM8}V+ltfIW?9oxk@`#tjXhYwpG&n
zzzr_pl$MSxF7k77axyZOR#bpgF`g$6l*8Lxw%>pe6RI7c1~m-f=>|J3JhmQKUkdUX
zSyOJ|R{f@~$EGUWypKXIpPpS7bb^=5p-5?;kfKe)?@vS3&gk+kZHl>C5HdftJfFqf
zlS*WKqnSllBsb03UCriT%s(|TGTJ`UHaODO7@lP`<$M4tRpRgD1HC*gU4)Asb?gmF
zyuunXiy!h!9m00$x89=D=5T&o%(ZMARE~Y=z-)i}T~b9NdwOZ&Ssr;H(RJVSfOkYR
z6weZ;oPSjO-!qMHFQ9x(gb)ujWuz0BVf#5O7w)cB!^^C$j&!#YcBe{!<GTmYN_QIW
z$J+RGc6thCq-eo2v5x@ipEA4wPG=(bw!iph{%8pX5J7S2%(&zg5Ru@usXMwS7lsoi
z_{YP{*Cds_XUi-*&5|bQL=N3_bzPUg8#ydv(=5N)0YKR6XNWbF9HsD14H{5chP+?d
zQc@c^R*V&=e48csf{n$-#nrjzx_~XpYk}A@OD;}<rt2`sgb%9vefiJP*7qGl2UbJ*
zqt4|E4?sGg7Li5FEvVzW<kWcgQoJhK#9PGSs(l~B(>BHdr)_5?zD0?0Wz+T?K(Z5r
zSDm&5FF-07A+?+4r=+7ZTj>Z?K|n)G;jko;g2cyv2e-pyWyu!lfCUJc_(MZOJ8=q2
zN`ivHKyBys7$90F#2w(YHb-n3(<kSyVrVBB0sj^r*@<C5FG<UQ{Sg;dBD4oHv3O67
zh8Sg>Q0tom{kTn@{**U|Ceta!-raL+o1Z4j##AZmB4_7^&3_)u*W!}+uMYM_le9GL
zS4^Y=<+8XTDOkxiJS-(4^Mq1)xP&<u$#tW>;}GfEP9xbv=3$7m-GXqka${<!BjD2T
zI$rYVvF2I?woTD?kp2vPtpC^m+9rS=1z>&U4IuF9<7@eMw;cJjsf65J0{_ohmU&WK
z29xD_WPE)0{S3_=f}cM9sH|i=bRENpWzd#7CR!=8vP}8J6q2Euft{*aEY!wH*X=+f
z&|8sTVV+<L{c64_wiVj0h<Z5TV~)#ea4TH4f2ga!!3)7blvkbjwt<P`FP6r6d)MFV
zf4>5cE=j;mSEZlRKk3lsOjF>*v2;u6o%ffEvZNw)w=0J&0Na?M?-$^y8w$`T9YKo#
zl!VP4N$ZM^wuj?0_Nvq*M>^l&>@dS9h7{GvQ*V$?dROsBxzJ($S<Z?Q+nO@JOdx`2
z3661@>C^`VLZCP(F5VBun&IK$%i+;>m#pf`fGF!u>gVq`St<e+UFGZd@#gXr4$ZPq
z_M(MjO!ZmGL48g=OQL0i`-)l9l-c1}b2n9UXbAm5;f4C|Vmiz=0X-}XWybuS9be30
zii_P;*6&s)Bg@vrJeuXD*cHNx6EJTXr^_?bXJ@&Zd;-<S@TEwL(byjD8`3Hn(KN|r
zeJ?@Mm?fxJAquCbDT!5s3~3B$uBKM)ei`J&<`p%z5M38GZLb@!-7I^v{66SCRW6_^
zwAv&x#w{jfK)msN_)QCmiilVO_CPBuuLuZ&n4@E2h=IZ)4NblmeA=;+uLWpWkU`>o
z1}Y4xVn_50pc0J_*HHE5Zw}Hd0kLev_C!$Teu|xM(&v$+eqZ|9eim&Ao~&V+#xthx
zru<$%H)!s%KaBi7&5$Ns;;Y+^{KDrYYGwnWZ!Kw4(;qc_doB*fYb7NQRXZUq{)C}O
zAxpq@m{_jV@zFsJ*OMYp=SSyy@+QnS!4WSdPi3TKDkwcSi}Of~)SgBz38Sz`E#`@g
zl<#}^-h=ZmktFCjGJMD731}rj4lDOx8{LHu)FOBR>@>1Fx#p?dt4CcXyNCu3<}rG^
zF~1%5)N<npnd=S3$ozC@&)Y6&PCXfO0`+WFDtFd4_DHqFTvrFrq(9Qw+4pMI(wt9B
zjq*QgALq&6DeT;w3Qy#5P#gvyeA`)2SD=>T6;9@DBYa^vw2VC6)F5_!ak2y`mV5Jt
z+rZP^q9e)WfW97TCTv4A9PYI<FV@7}SrB#+;F~l4P9gOd^yg!r<798N0r>I6;he#1
zZWEP>|9HlMaJT9c;QLfZY{8ZF1}erNQb!g&NE2}_s2NYG?N9IJ7wKXJ``)u_GX+p6
zUcl+;wM<S_70K=SGX><(?n9~Z2ow@HYMlmTIVHv?lTz))wk9~rN_6#xwR*`@sId;e
zRSL@DVyP41D#gTfl5j>RmEbXl(I|k{)9NNO{LGCVOEcj>q!y@ZP&Vo;kj1+{d|g*u
zd1EJ?`(`UusT?Bt<zAk8;B(q6;2YcLGV&tjm02zsI8qYp9``C1(^IX_4jHHH?}~E?
zVcG6&sZve@02oBL_gVoJkChc$aqc$~+c);(dd2!xOL>};`iZJ3%vDwSRhD^Gmc=&T
z`wJ5l4oF$LENn-;TQT?tj<+Rk`PHnpGJn&uhe{kQ(i@MIt_k==1)xZ7P4L|J%YO9|
z;J~F5*_xp(*1QcS^-#gZYTuc{kzlDyMr^Mvwr8~VOIemr77tarb6<KvsvdXM_9rox
znKq{ebQBvmpL%93{o7^~SQ|L&Y$E$fR<=O+%B!b<^9mFURxK7_jXwBr6$7q%IWThf
zO!(g-598)3b~qu_tSzm!lG!)VD>xLzf9@COp$sc^IQYJ^&^s_c)R)^<78UWz>M?F7
zeE?P~&Od37z^H7?cFbUSrY<0Rq4jxmJ-;~qG?(?#(V7=b6dalu&>|{xTwKE(euw({
z*?JVS+ZVy`6q%18Xx!Mrj`2#ABll~oV7E;C6oMXwb+EN2Z{ps3%|<?jU8JI_wheu>
z)4Z~BUGz}Wf-!fi^3O&tAD-jEkKG8!-z2IVvB|c5OeEn+0nkTDVG3&S^S=QdtkBPZ
z&mu+bCa)0l6?azDcUHh<^&P&PlEzB9txAJd(5WsEvr##gw6A1L%==R}+q%2*<7>{M
z3f4ZRD@#r;Z+)&{!bTE*nzr5|iKvhNJ5-{0lsuMi-$#FVIR$KZortz|3;4tsuqD{;
z&>@5uzniB5IXSCYQu1*bw0auZB9j+Zd@(gQYn#j8zI(Sm+0keO7|;XW;l}#f?(usg
zGS}%wNqrTWpDZ7v6{$-bX89{Yrs6l%opUjgujYt@RistK9yUe*6^5WEsOB&{f598_
z%S@TQ6@5`DmZ!3pfI$2rL3cY*E^)&Xx)pVm;@|rjd`yDqjx4F>hY>D8-W=EPGg)mm
z#+1`L!AGz+?h6}T5r{2$QP^PGondfO>33CyADfign1^W*jzM=mbM)I#-uo=4pPPmP
z*OxqR$wCtexlk+5&jXu#b3LWnpFYLEyX1SOS?`XE?jJ|L*Kn%KNpG`GSmK@SjP26i
z((z^&37i~Ziu%A&qLTa?DR7+SIed3PieWVJuo6HT)7kZhe=n6B4e?UE<~qbjTU|e{
z71<4r;Rx4-px<SCJOpc#)DIzCnUuB!1Rqts1%54d<7aVpA5x@_q+~k}qLe3JW`5Ni
zGC<$Mll+Gk1n>o<f{xW}H8P31BS0mGQMB!?xo^1Ivs=4c?jy#!^X;!nuh!d3?=14y
zN|&6WFE9j$QuBE>aVoGZh^5KUn#wUvQ8T_<w%%4c29!ekzWeP@0YcUK7>qh+hqT9s
zG5pjbp6B%Au1#+$ZU!!s8xAGr&fT_U@?Cj0=RAdC3Y~W!e*If^fw=cXgw)9XH2*wy
zk;)doI=VPZ$lz03%zyCnhX$3TNW;ykZ?y8FNCG1t!+{>8>{X@N&5-M)sghD)MwUdl
z#ukXi;vZ~$<BZ_3s?n8!8eY8V^`b@amZ>5OhcD<KME3iTkJ?(`C@RpJsFjRg2H_{y
zsO^<y<mRBf`Y)*UdSaO^oS^c8O3Swef=R=6ZM*y0K55)F`7*hxSI7N?Myb<`<g8BG
zat79ZNNpl{bm76YXlQvN;`+?6ZyS*lY@=yDs^zPRe9U^VvZs0{xp;kPH?+;NSTL_K
z<*4j0_BUSH198pR0X&aA-GjfK1C0TG-Js<7g;d56QJ2P5X!0M@RyuNHyWm{Ub7c95
z0gOO+=VCd>#kg`W@RlZtxd-GMYu0HtaIKAIM+5_gMIwGc{&gzJvW@kiQ*-Fpi(|F>
zsKwrlysM3&Ax%*j_)h!^Y3Bz&K?X|)ONE@t8Rt@iENwAiERHl)u_*Lf%GB(>QCsnz
z_Y@Z&ish)_>5sN8tfjdH%tkzlp|48bQG_ku*v9>5a^XXsErH&3Hzf*KFj-Rj{Dc5G
zP8$<RY_y3q1%#Wmqm|rB{#(lw%m!njquEq9Pi+!qV$Tn)R-ZrwpdRK;nx0}@&x)gE
zDJgfoeMcHpcLUmsGtH^tjY?zP*??L|D$0QlTJM`|EP%;?VK-@!L@nGlY-KQ=R1>Mq
z@@4)nUs+>dsidPVS;=pV>9Ug@vz>?5e3=D<o8f!zfBS&ks}>zXN^ukUu5D~>@7x2X
z>o#YC9_XynB9KC4d4&(3NFEE;j0BZWdKbc`ZK>K@%`I$Andt;-8GqDNvt&fm!ub_G
z%Doh#{-U5T+C(F(;A9!7$+uwHKY-Do<bJqrzhsh^V``S<Kt24C5`~@gSi-G)$e^sO
zjVxNsBNwt9=NgZU73s)my=%G8r|YPo<WcM7Hla7%5r+%!_J@6Lz3rSUV91djNA1t-
zp#8mr`j;wB9%t386};h0Wluzc<)tb66h;KiEe6)^^UZmq_}2vgvjDNV8N_1mDVP<@
zPT_rP{Ra~n1FGn3Xpz-AaCrwe*mViDbxnm4`q9keKbwMLQhlMCV%GLhL{4dV&85;C
zs`k+7`QmBqC_yr(cCGfsEl<8xbq%Jz;sp#{r$+zcYd2%bPbPpvY+8pgxq&f*joMDV
zOM1WQ#xivCZOsq|xj0TRvfNR7bcxJ*pF6YRN-nL0A*xaxL|!o5QJ3V}!?O&=a~9mP
z<)x9Og~NUC{?JrL@RwrjWR=8lH0@ii&JXke!PJ5~$7K<>wx8nFLDjxmvqU!AD@A%2
zNBh=bqU{Oyd=KZ|-P`|Gm5Wtw-i7Oky+Di-&skpj+wG0no*MIQtoM*LtIp&j_P62r
zjKI&YOmO`waB#9Fa>BIjRP7Je{#Kl%i_I86Hq?$VgKUs4b@e9OV4=6@3-C4DM>S>|
zAG!o*y9_RUB{WN5vv`AP@UvvtJAJ2B>_Q=9kFQ&Y)TKC)#oLPOg7os@%fIXDI&>7B
z_2fja0{hPFD6VA^sR?48-aBG$<o@EGMlhGgV2NO*H{xPA6;;X~e~%M{SU>z}=l3+I
zpqk3xuAM+$mBH9b8k<&Uunm2S{I^T^ij9egqUtkWckHG9LzUn+3O<FOYjk@pd+LZT
z{>?lUIJiVmBsn8lVZebn(VKM-?HhGgtF+o@=l(+L50zBR8g*2k+ey7s3cpn6VA46f
zi*lutCQ`$;XA_Xf&60b3uU7v=WI>KhQerjFQYUl)OQ=Rz4;rT)9%-H&lIrLk?I2+#
z7(T#u`Gv~C>Sjd0UxdM6FE$-&mnppN^*on;@N&f}DCoeYQj{##H^aDa?YpSeg*TJd
z=5-ZkWS*Fi6E(T~q*Pv%whj6KSEbfW_+fadt>xkIyETA)xG@(Poui{ly}!K%EyR#{
zT+BFCnbVAKUPcRHN?KWkxk`PMb$YDD4b}j8RQSrdeWR>Hio{RyL@bhJfBg2~Fwpr^
zmH#~gVZbEY+wLmra?=lVbWUoGtM0Kl85ap9vyYX`8}T$(%7Cvjyth10J5&v1e4eTk
z-=QP5;kR4Rbh+>iyTMs#BzwDcmlA%Z^1|p5Vz|sP=9l7?&kxOzPI^K-H%nw;<4Ipn
z!@2}VYr4O=|M}1ml}9**1Bm@aP0TjmGfsPSpSEtoxD%EY+aV`S|ArY}a;Ngh=@}>Q
zM~FlkL?kQnvu=R=l*G|0+_&Amh>#khYXK8B8|r8p0gD9JvsdI?80_=(ye>f|@N(TF
zv-MzjV~dt;JJ>Wv_|Dd`c8Gb(rNo}?KzsQ5c00MQMC%DN@M>jRa0Q7i-;X%5MdIfY
zY{NQ}QzcKbL9D8p24g|>f@@NbyVvsCei|uukBsP@1xvX}+g?&WSrA=fZg_~1o&lbM
zl<~v0YOs<NSDCX*OIM!P2-jVuf#K1K^#W#boNpxZgs0by)Klv?bI9mE@y9smWxF*v
z+}0L1J57dkPMT#)@q6x8oMv5>?&5SRGCf!3kU-VAZXCX$_9D!IwZ<x&q53v~-c-#T
z)UhNjX}MO^l}4ETGH?;D<gS%L$H>gt=_u5I_5_VoDJGWrZ{sf{`7!?PbP9MWN850)
zA#@}ubwgq>mc3ryfEWlSf&ozzNStqaPV$Xl-aCB3nj`i)lPIJ?O^sT?bHP5q)3u<~
z%~j<FX)ziM4ZI$_ee<@8G+zN7#VQhPpCG7&;Wc`iK;Pd_2(xtit+<Z3_3IVIk=#{-
zGdpQJS$xMuvuUAy*|mKYfqgsLc<hIE36JV6h1br={!HE3CQw{6Rq3unlLiYdzU#J}
z0;AL!-cId5I!W2^tp@7X8J-nW2CZ#WJCJyxe~{%lnPq*R0u_#!?%P8@l0bLg1SY;h
z$f{Tk<C444_zv=ecd6>fN!R(cAFKUCW~o?p9yTqp31o903zJ^|n94r}?f4<(SjE!^
zc8PJW`T=PjJdxj$V=t5>dA7OSH`g(J^ia4v9CuULJe&U1s1!NZ*kpMz+c8@2GY=CV
zel~aiEN21x&Jex))Nf;({)-bYYKSHP_bofa0U5^Ca^{GQzKw~)b|xI%6L;Uu%HruG
zs_PBb<3gdhe@&`J@QsgNkPg=n?)AoZV>L5<{<7m71Ma{jC%ZK}H@ICh7mlQV4F(EF
z2@<E^h>$S24b+IW3dWV;z)Y9;o25-JPX7t~?J)G%B~^^YO#+>I=`hZlsXrxXu&4wa
zd$=Bg={>kd?Yd@D8<eF#)|!}%lVxaLv-^x!J<8GVwmYeFEd-0DFWlJNk1vIed2>jj
z&b`cIq5r;mwsanKhYn4p8z|Dz6K@P-_zLrcpHT%CJfhX*0^@cT!aDr843a{<IV2Eg
zxy3QqcPU^IP!(BTUc!@tAMrkzo*kk^euS<B+4f&+y(()>Ak2X)zH2o)@A$n)|KdXf
zD|4k|c&1T`Gzl}dT+T>0JoL1--x;4KKN^e?XkEWQimF_0T47yT8mn9;mNeZM-qG85
zSm=XaZ(l}V2}ypX`^px1*o*z6%6E>b33Y6i^>h#Q^|(>PDo}-_1=t#~Tyn(1DF!#G
zLr!xZA$CJRq!M@xECTJK%y(p3@P4PjwZrZHd@3v~?CKgQn4TXWAD^5A;lSVO`{)C{
zkk2K$*9ACe<SXU_#R-G{Sf){~4)OqSZ%tixj8b^ZX)M;<Df0efY$p+JQ(a7l5;|rZ
zr`u7D55|O74<>e4d$WalxJc!dS-;(4=vX_uH2O62yk%$f7FGGSSOG<l=A(h$YL!}+
z48_ZLsD#VMY1D;dLR3T|kUTHK>;Q{|C6e2jY6D8ai9ZWIHz)vle&@8mG{nRaw@~WM
zC%vzF?T7GOOJLz;$vxMz{-jVr_9b^itChe)=#&ZQE93r>o<Ev<y;{$4K9Dj-neuox
zcS<e~cP8$<k-+J5;S7(CL^*OM(X^O<^q~W{TOW0!hCt0(AVH_~Oa!HXKcyWy`|A%9
z^mYBGuCqU9L^Un-d4G>#F!5Ei)zVt(um8p?0l1>>ddf9P=1bF2b=B++biDq&inRio
z4@N@>Tz-4|`<Ht&K7PQ!32_z<$tXiaN9T<auz)54zAi(nz-$;O(<g&?LBhqGQtrT6
zeqGJU+d!YR_+=}rJ@122JwNU(*=eLw(L|dot>Gdobf-3=b_1I2N|$Qmuv+oyFEa8R
z@4V-F^cHgV;vag5$^%YoTpo>4n!|dz+WQN_h}n|ERwlwJ0>~`uMCxubF_z}9dPhm;
z{qvwRJF?6S8D6Id@1ds#9cr4A=aMT=9Rhn!L&eTfx=31cne0&_;zK>X)XT@%3VVm1
zphNfSA+)ZxK2o<SNwl9A4TXhDqOHk^Fec+7nf+Pk@;=JLVGCRjRvomd6z4lJcWuE>
zFjV!6{@eZZ(FUg<u!l2#>sSuLl_~q)Q|LTzEwQ5uc2i4&N``6k?yMwLZfh-Mgh8GQ
zn7KXK>x)TGu@0_XXm10ey#7{+e;5)AGQa~4VDY%SihnIY3siUle0^Kkfgbh^xXF8B
zzOu6N@$RVoYcTF{Pxu)+uz_P`VIgEQiH1Ok!88l6&A1*t^p2q1C5Wp^9~spbx8U<)
zuy&qmuereEbam_vS;1cE$lcAIvZFNr2dd<40rl)#>&S9z7si*v{>H8FhI{taa}I10
zuRrHY+2tqCpPiWcBl`H~obM7}+;AjiUlpfX>)nSiHt_N@OX9QB0p@2VLZ-`y|NL@p
z4E_oGkVo!ZK?YVb#D@wYuS>g6z6i|`H&Jk{bSbSygv$F=4PXoMMR4OE3#MwtnC;c3
zt05lS4qf*3k-F>JR!N+zTiV$SJG#m(c;xg9$C(Dh$761D`mIl3Zgb^~*&_AjPs4<U
zt3~Z|krf=3+f%-=0Rcqj`-`!)L76~vt$#+HHlg+@w;g;&7Pv@*=F);-(8fvWel?t5
zNLW~ZrmKsBjt<3ivRJd;^U>q(6Uk9)78L`-@ZjKJZ*Qyj9Rj#+4lbDkVH@#SIxv|0
zQyA@%Z3W`n;3>m-np7GCqq--n<fQr9OHr{)2^E*H$fQdvZ~y4wtZYVoQiAV24UzS?
z4pxCRvqX|o<GM$R_-tcJ<p-iF_r(566day<y4@nr&P&e^#!D?7fJ}owLwDZ2o#(%+
zI^A4dNKK?fBS_@6l38i-qGo8YI$o6yYHv^Q;Lrib=Vuo=b<hrtfwQ&ZS7Uo)-S>w9
z@@g`*JHpL_LRN{s#XQYn=Yfb#6ldp(<8u`zk`60J8OF3tr|UL9lYR%y2~O&0Z$Dg@
z6R2#Q(5ypN`c{HWl%nkSQZQKG$xB%qRLY$%{kntLp>+e}l-WvCmC`?dxE=Oh;~Eac
zW8zag)!PeI98fYbMc$BMg~R3%P&k)<UY!PH^kt`}?^;)Yrw;7Y^un-TF%KKWR;^$k
z%6RK}2yxK4KePHt)bQJ3Qi`Y2Xg1A9h=)T0%Y5kU#~{lK<;SJfrq%qLD&;Q1`Bx|b
z6zKTBSij4hERp5;z-OV7#E<4E>vf}v!oa-~xI-aG9{2nNNI7bTMmYz8*XO@Sr|P5u
zmLlk#uX=ZUoTHH2hMrTLN>pl*?s;U{>&zkMpq{M4!=$rYI1(xkGbN4MkVy5eI<njL
zO%U^n?VTfKVG_}^Zh-d(r5}Vn0_FP9pb<`CViNZ`3VDiuD5~J&RGYjSG$l@t4?ajs
zJtPC!*Z1PFc83f1P|M~}@GmF`XgL)I2KEAR9Ku|y%wwf-^aQ665jLiW8jQv=Q!)fX
z5s16?AHRLS1Y*{GC6n99fimZ<Hq-)2e<W1JF&|~=V6Dd};Vu(>OQ<_7rEj3|Gr#An
z1>LuGg<bNMH$%+jz6X$Ba42FVtW<!Vyh>@*gWA_zEx>ctJ7hK8iKXlE>t68XLUh|#
zx$PPn4MTP4&(1$S&E16N2pRqq4I|h1Q1l=w!ck`JGO}~*K^dN9khO8hh^qc^$Y`~q
z<<tXT%s}#y=pl!*y3Ks>8fWpkFbTU91j1~5f&S)GuJ3r(v>6e`Hw(OBKaTF_Lrnsc
z;oV&MJt-mbT3QD{-UsMKE-y#M#P|W97p9@1A>f^i%KIXemXd@)j;-*6Q6J3(G&hmg
z%S{cwK332SzRxJl>#D5Q!~@IWZnF<M<rB+Ol)6;q{HGf+L$sQBQEx^z&WD^`+D?^+
z3FE>jl+o@jBmD^+S_utxO{0b6$xkD!+skGP_L4OTyY20teYE(TMmLX5B3pl1oVOU4
z+02~Wx}_X}tc6QV)57M{*n@1Vydkj`5vWASZjZC^1&5Mh95AnF4h^>}Gv}aFL2D*n
zn}{g0aR^)$suJbp9&#;Z21d+Lr$JZKw)Y3~l$(c{wkF4v53u0H=v$34PuTJ7rCihM
z!zSd-cGdSfObkyeM(n$9QupGDO>*)IB>;z?sD5xD({%T~YE{#rQ(0muOC)&UX7J)n
zt3dwNT<Sdp+qY4T#X~?==66rOe7~<3@QY}fCpYdHxf;@3skaN=o#p}rd(2evv4!t!
z^E1?ccrqHNKDxsq>k)c&L;t198%qAmbG$W8gEcSA;$SrTAT=JQAG_(5{P09-uNBL)
zb_Djn+;lBUY<|i;BH|qFzTwuHs^$SX;`{SC;~M(Y;!+4H^C?B!9Hbw0#vo0fk*C~;
zn5cbjvou-U4XP#&SMczg?T+Mcx)P1wU7DD|U<5pAs_B@~QViQ-J~O$Gu}#%3<-gCD
z)Q>BnvzbSz`1NMFTk`O8=$Km&{BeRROLX8o;V>ds1YL)1h_5JV=~6STKs=a2hd(vk
zA@pQ{jER7Zp$6nr3tZX!)v)<#{4n-qm8RTosptZ~g}t1SSA5@)Uohc0?j^JNR5uEX
z)8~k4KGslDSIMg?L1JQ4V-mGxY0z9oEi+`nhk2TQserG>sacO!Y!lCF;OVC%19#Nk
zkl;9W^X2)nQ)fl!u7^WY2#SNxKo|1qBA@TWC-4h)ehno<d_`*5!`H!Jn)qLKRDhM_
zfB(+U|BT@N%j3TM>-4|-5pM{<tkTncuYWo4FRTB~jewyA@H6l4y#Jf<#0U-eU-Umh
z`tkp!Wd9$$>6Xl9?!*qfn;YZP=Pmhnv<ZCD8~kBe<A}*|If4KC=XIl8zz!V|5z%Rr
zluTbwU*B@B#`-Z9*u{EmLL7m|<r*!RUia1dmq-PV=c%m=JKgO0$TG~!Vm$h;>D8nT
z_!Hnw=0DpzJnU#|3uIhv932^GXihFKQ~5m~BFTl<s?q_he6L;c{V(undYWq-Vf*h>
z1G5jwKwuoG5dw8_9WGkh-6-jgt=^z~%E%!9XtCJj4&>FIeEItOSD{G>2|&ARlDj8g
zv4AQCbOQb}%nurtz=^1|v@{TlQjZMC>dnnH)YXB(kzSxN_e!KGp`d`aX};E$(z0L$
zNUuqx@Lv1jX#t&Tou|h!^?w!#^b3>mPT-U<jeu}I5bgF25tWkiAEKtAX%jR1;aI7r
zDJN&MIRsII1zPL%&ZiqdgD!7A=*`*l|L&&W?M_l+VnILw2p3qGe|)^N)j|P=G|qF`
zAFqyRr!h>b-y*pG`0pP1uDxj$xU#>04~*9B_Gj&ZEd~ZVFw8DD93)^f83*4+1;%Fk
z-!6F&Sci|F{@ZS_!x<J87e75cMMgmQ85AUl54;HY`1n>=RtRc%K!`?Y{GTBqqm&kY
zU%<w1;r!1-=N2wfIt}TT!%{4I*@N!?fBo-MSMmSBUIhpG|NQ~^|H+$z)myy>Lr*{x
zyHikAHDTot_MzWJ?%6#xVp_F=l2W>ui?j3nS9>WtJ67ByT9WS0G(wett-F<7AF_!6
zX4cYY4QLN%W73(n@pLKWy6te9aei+QynqoDQ0@%4w|_ydu}P=Zz{$s_Ib{Hr$zL>z
z;#l|&3oU#T$Tp$?{lA;DZ7d3jtLsQ+>y-{Lr9}|X*_Od)1Czk(d;*+LK$RZ;SW}F|
z2t=L_n{LsNxv8IdT%iLGl0lBet^8+KQ|(19=D!O(TZa>GBN(<apIz<Opj#6^ls?P#
z2QPO6G__{5=~K$T_5K18WGJ3#^=~4k$K%q@_7Pkc&jG3CJTHInW%v*(wHX2s;zZr9
zv0l{?x3?$U`iyUN><QEv{RvMuQ(VJt(nUU<#KgrZ^O?}l&>V#oXv)YO^`I|c^!4=}
zJ&E}r%yH3yN4Ass49r^bI~~2jCF%a^!FZ>=ba;5UwDiLdI5^Ye{fLT;WU}8Grx}F(
zi|C|uQjq3;RRUbd#3Uu}+e6dvuiVp33ywyPey!d|YPWz%9$+h|xP9=@>YT=uZ>Re?
zpVa||jf#au{?@2ubQ%>%umU?unoz~R6n98_z?cgRy(x0np*rDT01YquT_s4g*P<(M
zP{qZ?RYYakpvo*RYFi|Y=>dw_G7MJ)l|LtuTG}5#pl-6;{uL`tkMoQY*m?N7>m(`(
znzwnfeM^y=6|gdShysHDN=0gZ;c93yM=y>ZZ-2cPziR%RRQ;Tv_;JE?s(7%kZ?xC_
zN_i6$1~o1cwlMvVMYGR0{fNgNoVgla6{(cH<={~6&)GQYZvwxLjQ8RDBV5<E({qp=
zz_g*AfzTCL#Npxjc}<#MvHd?Buf(3D$6lbPzj6_bDdv-}Beg>_$;!01_Zx!#=&8OD
zhjG-J`sy^=n(@U3CsoDhxr2mD=EpKTfs!A14i9(N;BjaFU9*A*s^AqGD6ezDhGQ`r
z0{$?@{OR81!a_m|b@t-@n_%{<r^O&VEbIdn)yPTSvdhx=D9l@+14m6Qngm<pa-M(I
zzKopl><S1g+85zGQ+z{1BUZO5OEMP#ygJlqTNa<a#<*JrdZKhi0_NQAHx(E5`oPJO
zD-u}E(5Dh;)Y&0!M0dZd^mMqxTUlL|eMYaWtAaj_q4MgX0EoQFrd6o=S+^cv{R|FX
z4SVI8``kQHer~6%tc;QPF7s#(q%Buq`&xwaBNzS7l-+!G94OcWOR{4&u+1JXpqAaC
zgaBf<SB(0%Nn7ttmrZGVx&zgJsvof#NHt_YuMa4W-&!_Z!wqwqrz9GWKbV#@UX)MA
zy;6)ZF55?ma{&r&zzlEg@c`(MK3RW)B#efFGA{MJ1=yMbpV(%z8D=_Q0N;3fP!G13
zt%Jkl(2VZuI675tLiFl;;K@+_=a1ECI6jNva+_c2!dfsJ2Jgm`Ukt~BQwGS`q{kuc
z=U*U+JdPi<Gl-9VcQ+q;KHjF5l`*9-tMQbKe`9gjQ^D4m$XAr8594KMS#A%22exIv
zC~t0bmiih0S3$wHT-gj@N#PBTMC1$f%2%7wef($7YLHucdwae9{vh_5ZOys@UMgT&
zTro(%AN_D-2M#RQ`lFemjt6ry;8cU>5^98$??2i1X&f=Uh#uI-;k-nyp+8P-dvOp8
zs43B%+BDeTwpAAM`4HQQ7k@~H*(gkSe@8L5Fz>E4fR@$Yzkl1?VJ@D(g?~H)&K~im
zMXJWhc-5qKuvoX7zW)9un+-%;L?pI95`c<q`|01QDLm5SQUpXq-MX!kbLE#DuL|Kq
zc$?$FY4dmMd_i&p&ZQcykhL{a=AR4Ko};9fCJDi`uZMwaWA@j)cH~mmON)iCV*N+F
zj3ew+{?*kS8k7`4A52Y6vtzoxKfFl-%Lagu6|I_z$`LM-`CGpax}Sk#35P)+HpPzT
z7N1a&@+|BJ8VP|wxC4`!*;x|c&WGIE+N#pk=yH9s&Skr?wz*l}eTv>joym-ijs05z
z_>x$`k^QJ8FBz<F>+Ri+)AkV9M?gmQp-itl?Yjm(qmQ?Xk8K}YFh@3=ukE`|i6;>s
zgQY)S`<A!?LG;QoMSnaUK$wECuU4^jKBW!BA>AY-LU4yZFth`^RG<#)Bj3&{;F6G(
zbSieNEE=96X(joN#T%C7N2AL*O)-h(vrZUr6cOxAX8st=1-M8ojobJrDJZal`~V_&
zBADe=-Cr8#G&V7z2}uIJoXySrW9cFrls5ME#N2jUAUFK3w90)M-39z#!eDC(fakjZ
zIRZNR<3aslJnpTQpsW=n@Dzvv*URwu`T5OqRlYpKQTXtZ(hlu`y4qs?X4vzgy+?Bt
zcP@SvjR?3X0H0O#0OCVn5LrW}8+~!Ohz@-}#bvuWw2nF#{@F&O-T^g?<UmNFS2hF4
z3ps)?F%8_MGZC>UfDLDm@o`s#9U4tGu*PzbQbX2=*xTC!R=cZm-^+!TG_ICMxDE~u
zN)eyD?Md^FTj5E+7l|`URk+_exVpN|c>$tH#-#=wBqCw+k2zAQAMb(w{A%DeNPnO7
z(%v!tf=43)=<~o&9cEm<<{jgk+-7Z$>-Puhg#mwCJW(AnV|C?@q}>X+1C+siq$y8u
zzNrvHdaD;b2w%Md21Gsq$k8kc-K(6I?n?oSCAJlAr=Pad;4~YYFgGBMfB%NH|14h`
zAK}XFKf<dS;<8@xowP$Eop}kdJy{dg@YHxY2Lnth*Df@8@SblL6&5Cg2n8I?$jQmm
z9BPKV(EGtfrsr1r_jh;k(|+ObGvF;N=PceoR|nSg%`Ef_udSZzkR`k}n-U#Y&iBV~
z0#b>ShMsU9COr*6f}3tB!OxK@6ySjGgM!R|(TiesZ-W_{K*$~$nsHwF4c?lutTt#0
zmTrq?xJ5e}Q~)4f9vj?oI4gR;@bVuA($ZRueNgYpix7Q1J@t={uM4RTw{r?6k@WTT
zJqS(9pIvFQSW9qNR&%?YQN`h_oyH&SMQq;qkNUtFs^zu0adIhK*4gjIPZJY=c!mqO
zRe(r_bLYkCMMU8^M_Mpa{r&wxaNPi8Vd--XmV<0i2bFbihl?0|qW_e~%gYO_twTdX
ztV&F3_p|f!kuIFUWHN}blcHj7HG)-DRWh71cz{Zj2#$Ht><%XH?{6<XcZ;flj582x
zybMKP@OPL7hrFPqDTtYf%jV@TLXMUvMQ&L7HSQLB|NM@@M-cZwc-~)VBy>RJ;Lra7
zfoK9F8r7Veh#dw}bvt0m4))?xT>!w=Q8pQYY?4flOa|$0ska(jQEu+{R&UrEzpgOi
z-GhUNt08q{3rgVZ;uMl7{U!H4se5tJ6Y%(@?_{=tWxN_E`C}+!5@(*5*K-tOK|yaY
zSZsp9Yfu!}2t>5wW#&9E*qfS~R8pSov8`8YrpM5neD6WX=yDz$7_h>8<J1-O<?C1D
zB9t%g?<gr#F}!X%Q3C^z?-<N4!j@Xt(@}s(_!`8!0wr2VN9Xqiyt=i{J1~+DpOCix
z_qT+b8idak_t83;`0<5X$j_fkAM++fBqTZ>i67m0X@O;Lsnx~+eo^K2>PmNa_v%}b
zDSmo-dRA72Tl!m1V<aS`qww}YU?4kG|3eELTYIFo&q<v>#(eAX-naS)C2hw1km?#l
zq0PtgLvapNzXZ1f)S6taxiwC~fOtb(OiZgk;M#klP{2SElHN3vhFknG05VG-J2E6q
zVV?oRUq%foxV|4yk`t|fOR}`b2rS7hq`FHIL_2)MZ1`%gA>`kb25&N3O3n^PL?`XC
zMVm_s>IIdX6Eh0Fol7{t9EHy^_}`(8_wv2bbo0=H*oof~zF{Ld4zH^VsbeGOZgyUC
z{1ZET>zjn>u-G}Z&*FDgAiqoELF8D8Cb`~zk`t`9Tep4jTmVBYTZ-kRNBa0X`qkC<
zOnl=zYXt9+7j8OB?GBAf!Ji2TS30P%gZQUP)X7dL9o&37WlVvPF}V;1`j27rv(gFQ
za3td;L(jM0GI1#<-F(Zk`KNq<%~?8}_tj^Be_wscq<+eB$B~q8zP=Y!^oB&L!_euV
zDkFoQVJFGdD1nv{@acqt0(;Tp7S$Ahu+g!x>ts95Y*w(SHoa-M0Xs|jc6N54Ry9Qp
z-q`p_nqZlloID45asW}BvWOY1l6ooJUrR?g&{0u2oepwn18@Sw<sWbsLk_)HHEL~O
z;Th=Z*U6`@oUcow@B&FaL6xsr@6cJ&ZV0@kYb?M~oTD%@GFl}M>q2JOAM)G)eLsJ6
zQVS!aON7Ummua-X#LB8V1L-J<^pckbcJjy?L$0U;!a$ANB$uBeQ7C`H<|aOV{L%d;
zGdmj>2L~L0`3C1GC{do6jco`0vjykDN>JV7FOM~e^b{p1c&b;K)q<p5==DBYP3@4w
z<(I)KB_D9R0e0=cNHgI(_uBjAY&xKzOHK}h+)%mx0MqxRoDLkE-OYY1z9uCF62(15
zOh}03f&EUKL&OhJ*9UjlDgch{jb<SaJ4+R{zqICW&;nSN6;rj==6ybTN;3=`N=x_S
z!)0?Q??*KIl@3JSOWF6XXIsa2r^6iIN}e|8o+oDps)PX0nQsP@^zfublbA=C{&?^4
zne@K6Ck*i4?v>-xtKBV!*mGi={RNi>cx~21D9{47CkpVyhRU^;)N`rbe1GR#e%UEh
zEeB39pJ5_@HnVD^gW~SB<8AZ9c?mcnb9X=*dM=;U;{u<GC?yo>kn>Gy%|1F48(U|W
zC+CPgxQjE5!o8_0jzdDS0A6RN+-T~W{;Ze(@p_n{=_;Kpz?-w9%S|hMwLAQD7w$45
zu$kBdm6S9>h2-tgZb`FJu&ogPUdfxE&3qc0pBR6WxF5B`A0c}H;4us|=PReQOrcf#
z-K3r&miznr;9dugf(mb>>*c`{-EzL8$jO|$O6qa7EHBO18H&guFul=uxzPS1?1ww}
zWWfdvk2kv|xjn=@4sL+7l1kxy^5ZM)PFp&;TYS7<q)c`57UKqsS?G2-@2Kr|{FSay
zrOdlmp%37i1()3-kp9zjIEO+BIhN=hfYB<DU?+7y!(4z?n!;x-@9qX;Ez^N->S;x_
zRRA&oz?lSn<|Draroq+#nR5?NNk7KD#PIoCScmMlN8iUI&`Bh+_Clf1mX>E#u>8*r
zTBLn`U4v*3&@l?(P$;^zTt~+?PAOh06wRoc8hEq^%b8D?J`dAs_PFPEJV3#D$zZlM
zl19Z&N)V{&WTL7es=)*@vyiHHU^AV@=I^l8E`Q0EqJ!=2z@Q&4p=_=fd#%+fUCO!f
zD(#fbP(XAQ1^}Js9X2IBhC;w&b({dYu08abbP`OIw^(TYpy@7XIqHVVIF{b+l@BvB
z1+c{Gz6FQsh(7koBL~#Eh{%BFis}ozK^uNyxD0$}JC%6@D6!Fk{x*AhYO!BYsBpR8
z*wM8I2#V6t(Zz55(qT~%oW_X8k0G`xHXh5SV!Y!V*VB46Exot3yj-T!>g{>AN}Bsn
zS^%s_!E*q%;GE+K19%Pry$0#{%atThkmzC<>g(&<D^@mv^9_jp*jl6F42{02k6>ee
zGc;UTDvgq0?N`|d<OnC?^0qxj(flR^RMj*#K}O0*1SU(N#5`32JwPv6roU!LAjZzh
z>NST2(GIoAB-pZ-`_KSbWo2dFCfy8~?lRP~mgdL%L%=$IO89M|X8?@L6rNW+-{H)J
zjfTVHe@5BX_4Vu55gN|FK-L>v!Fr-g+QZUPY}CtK&P|+Ufe)n4nM{aoyZ^F!E?%J*
zwd+CcrVI)m9$ukFwFPnE%ct(zbH`sfNlsv&*JgXifL)L!sH-DXO1?)T73%Y8^HcTF
zi9Q|`-)pMEZ+dUvIJxoPpJ7c|^1Atk)|v<S`be!Bdt137B!LQu_<_P9VA-1z*#MzG
za2G()kYJQhBU960tYeMVnin-PSF#epTvCWDf8S1V$vlj}x!;_5VYb{eY!d-vJK$6;
zxD43W7h11&-k9J=!|dp2XlQ__qAOa8zk_B1PqH}uY*FyF&N@Kh&+tI=nl?uYBKUp<
zT=!Q&sbML7otsw5lB)*_gm!!~R~;-FMbl1O8PsJ1a9?Sql#@IxklPhpS2KgF^<Mp*
zsL#dCow%C}uBZ9>`QhN=wnZ<K-%-EjAh8tSTFzL`lo7bXT|rWV75;=T^RTp}gZ=E+
z2Ea)x=ZQ%S(|k@U(-7%1it|^#!?2q_@m}E}HDj&|T)Up{z_L^VcwOj)*;W1jG4>8X
zvP50CVB5BB+cs}^-{x)Gwr%US-M4Mqwr$(?)c5B9C*I6^Gci#Wk(rfwPE|x@?z8vW
zYwv}`&6LJPy2&8$1q=lTHwXdfX&*faCA<k4mtvpI>i6wUVCml}j2@~0oD0>2p6DND
zCK-ztVa9Wgb_n(fo0EJGNb`j#2VF60xB3V5p7qMO%RxXu07~zIr~AeMt{mWR6g|0p
z#s}gJ5@lw-G6U4#5pxjH*jwft0U(NpRalA8v0<FfyJ1`|YB_R7h)HT~8Z5c(Rt#ih
z;D`Q(!hvP^G$sRpk+?-7cG>p*xH_K7WStxDI|<DEqp1ml3Ed3d{0IniLgz=Pr-%R8
z&jSE9=DIDIVKCZs3Y<9hRg{wu%2BbBhz-<Ldt0nJxU$e7(ItBY)O%=2|F=Nkn$ptV
zHhU5cYbfGtR**E?$}B*TPAVDwI?;d8e}6Qg6a-My^!OVv8o(OJZm*@tuIQ#nZXm%E
zkryk(k$26ibafCAOEWfTVO9rwGa807CCael^MY^5bIzgy85@Lp_h5*99vH!@W60>P
z%LJ=2cCs0q(<eh<b%cPAm|K7akR~cEkLS5<$aAX2w$l!R4{i;d?_G1iAn*;4my(qo
zVBBAT2mB_4jowAT8Z2@m6ffk0g@e<NXlPi08VivP@fGUi&;r#A?g<Bi7>bYrMt)d!
zUnC$>OM|4-IRUtd?ek&*4|$RyW>&&SzMLF#^xs)NE}S@bR_5?vBM2}sCKggK2g1&G
z(IP2&>f_^MdkKJ;MnEK}85p8DUm3uSg?j-1fz1pF3md5D2k}k<D9;0eM4TmVVq)NZ
zFj{<kd<P^c<jSz=fc`xMe7e1OVo`k!eMo?>Y0q%&+IMYW0C4z`L;&KP{=fhskrPZk
z?|{FX8PYtEAN|L#udlbO>~P@PWN2_SRse9NHdy2A<_7Tv-gn__p~N7$mV%9Kad{a7
z7C<!+UaJKH1t07CIO(0fy}bb-n;upIGW~=0sB~Cz443rD&^K*h6@lOaKdo%jATT9>
z^~W0m<295i=eB2Yzmcvs_wV1oR2(Yu($dfiU;`dh(RzM>`*W4{J3&GR*-z>44)0aC
z6slC-!^2~iTO;V?2_U3f$7H!kwRwK)Ph@v17uI>Qgr|xEdn;*=q$^EKtnWcY`5LWR
z8h5qc6hu4dbuEl;PdrznCpa1e3W?BpKTfORcREX~;)lh6X9+;_y1ZUe)~gQTA7_8%
z<m4!-F=@|oYyT25vDxXy@5tlXX?KA|z@dY?9J}2c*t_pdhR5ZAGwGGNjJ+bJ(ZACt
z*B{r1--X+E%LnSbgEfT_tOW?_*<S<B=mT_#IH8zq709v&U_)gg4~83xoyb8|K??(9
zgZ1E(CRUgniut&#;`zC_;-Fa_j=4VZz7qfs`eL9ujLLIKu5SjUD3?Z%=LqlI-dn64
zvCeL$J}^3-ixU9Rau+(tkMo3=9ys8BO&M|8?YuP~2B@mlC90nTm|zB&s~D?18YmhN
z)&pAO?gQ|T=$CMG1Ax$>4m0jVDkNA#Bmn}jUS|g#2q6Hx(<%VHjA|9&q`<8JfF3xl
zeu~}NEAdyj8~_$k3wjG#2QjS#h~C(i05DxBNbgHP64X=>OYhKtbcuZCuq+59JPeE=
ztAGGOGr~{~iwO(>zLngx*za=QRq7W#WDOFX==!{$m^V43xdSKzo$$x(#q6WK25@t8
zd%pnUXenPj;ZO0syDY%nvG*Jr9KS3YpbyUmN^n}*T>9^pRPm1@c2s1fqmvT=Jh#$7
z<f1OM{f|VoYk**&&iwqmq7!kLdk4BV#v-Y}KV%8$k$`g{7eKB~q-fZQkO2D;+8P8E
zw03p3VMai-Yam}gHElRFuK*hxTR6-6buVmIq|_5h<yNwm(UPQ`8zz*6Rms+X9038g
z!EQ(3k^mR?W83RSc(PY*H`Ne+5Le({pYA!(!5t6~>yQ770-9K>{KJ}tuqr1-^oh3`
z1~7I8pxY^wP0W2N1(V*V7|sYB{y#%(t`O5W%e!uOF;!JncL@rXV`8L11^xBRmW?Fg
z@50&QCJ7L3PWop5PHK`tAv5>RqF(@N7XbWAs9MOqS2ds~=;^lhRTxm@NP_2OU__l9
z`2?W+%me-Ih9|Tc=ZqiDoOnr$53P_r>I>AATc^%Vz_YSX(R4~Sl6=e1q&z|;-Pge}
ziX{w;^TzF-RG?fT+r$K<*t`HSj6txKO|QIFmCkKKoT}NrJ{wh|AoFYx(Ib*>oaIqK
zs=Bdm#H;Bl1tTM(DcCPb08P#=&mg0HIF4vZQrDvhd8ZRyBaxxgckIDgI;f^dbZjrg
z80Uf*o5aGJcL$t2A^NYkp0uoe1F284YijHa8%CU8@}zq9@YM7)0!~C~X9{~tO~N#-
z&PiS#kvT`JQFI`n#OJgZ)bnsO0RSokq>UK)h`#?7(?}qR4Fm)+>G%2r4Ay^yp#cVL
zS2P|f5Rjy7MF9YpnH)BO{d)#`l<C9&s(NGpAx2OpB_^UEBE|up+W&ZE08#Ump*iOJ
zvPuFNnM_e6P5+!lKt2$Kg>-P|?++v$YbQL6iLJ4dv!jWD&42dn3@u?;IEk2u{<Fi!
zN5m*$VeM?<2-sR1IGc!>7}*({5HZS`*qS+;6EU-Jau5j!!2H*6_pB=oExQd4G~bt+
zT_cc1x|`IlrVcRLjQp|t=1buu^bvnLcGqabA>U5~I}(!#;XT73CA4tz`-QzWUp_Js
zCNnjnz&7H|el7cP_H{aZwx^?KOV`7RKb86B5mfCN{8LaQ;k2Rfso@r()XL@yd0}f)
ze;{vtre4^04slk~z`k+?Xv~mv%yLp$bwv}b3a-;}%)4^<^NreVYhrytSg(`VQG7&x
zfq!m!-z_*mrUbFxY7xSnfT+NNnrgAZ(i09ZlqQ9}9sDCY^}@0?Osbp)ADBnUzPg$L
zH#ZcyTFaF<SO=v{d>oDF11|<kNoEni$`;C#npf-_#)#`1c=u7i4~z)5XQ=xfY{_;4
zr$yfB!+^f5ZRG)Hf)?J#Evaoj30;IYMLjf3HKmyE)N83R4MwrZq8a)7b{z;6HU>0V
zuA>PQDneDPzf_UZfUI<`=m^-Uq9N%I8)T9yL8wlc@h?-0QF0&ZBs?qeHm*>XFiT6K
zq*`6eRH@zAKpzen<9=@v{K*I!@v>o*v{9KDY}_J8p%78(-Vh0CW+jwxtz#Agfz+`n
zy7a;^9K?g~0+n~`P>v%!@=0u#G>wZ4^qB1auW^Sii4xBG66|6%q>CvG(G@&1Atpfs
zM<BhQ_T|$O0)`yU>9fOYzPHS+t})yn%hj)Wo^l^YviLM;+LtosJVhxQKE{xK5iJPv
zLOdsWqQpd8=%~y|C>e2T8FY#aEVc5<)o@&F@D!?vO2(l2O&L9%{%9~$X0C{$TfD?x
z3h^(251+-;;$Urm+Y&8NJ)!KVS==<zv|1i#<?+0!6dqJHNM$+qZ&M}9x)71u-$zim
zp9BN85B4hMDzp6IcHC>8{pY)0j%)z-C0Pt)zz98acBzAx!`J$QhL*fJpKF}=-n?NU
zw~5!}IMr<~3jAU`&Oj(oZd!nHlKHADI56sQU^1LJkxqOF6&C`pXe^s)C6QWyNVv)e
z0-w3FG3)y3{Hy=l(HH;@l}utM7{q7gYg^hr1{;Y5m7i!0f<ypwbNrNqKe4*DeK;fy
zl7qV5nB3@CyU?SGm(b6{lypO+P9$?~5%SYcn-IL&&Nlu$>G(oJUzVh2@}7Ew#Yg()
z`Qba+xU*1&{>d4=aURIQRKLs@u-6o&HLDi#MHD938}8dRJ%)AGqF4KRMoGzt>KUlm
zs#4eK(V;IF2Wp<W&#_wm+KoKB6mn~}x4MU^t}tow+!miZud&&=&Z%J1V%yVEj|yM3
zX^PQr_*z|@$&{60C|_PUWU9XvII;95Z`u<$Sm##}3vM8UEh9r*3FLds{YT-uj}t}5
z0HIQp*;h+hu<kL>TMG<x^6o+b>Q>STSLCfHPC}=n#POm%>&2yU4%Q*9-Xx#3{M8;;
z1gDCJxwXW(n<*>JpexRBl~Q54;B4^R7}X!QL=KQ4>tHDNv~3q(SgPQ%X+M!qwhL&8
zh(^;Y69MbnmW}>3P06@{rriL3bj4Klak@`&%O;^&MAh%bFa51fx?<?~F;#!AmRn&v
zM~NR)*1W?e8cS~R0ZLhN0n+b`R=T6Rk@aKXM}BM6BW*yh?gPp67xVRy!e`p*_sgna
zvGxm#J=V<LH~9hcQ}xdFL-NGMlH*FF!6(7!;!vOtFEY{L3DXy)OlSJf>W}La#iRhA
zCxM;%({rZWdBoMV-nhsO-2cXka{W(MRM^(m&e@4bi-?)|KgRVpVEdobzln5+7)9-D
zolR^3XIZ%a$488kj&?5gMC|`{ByVDDVIX4X4j9Y?c(HP@FmSQ56R~izFfg-l{AU71
z14qDkB4#Fz|8x9r6DK<tM<Wv_z_<L@Br1*uwoXL<vFFM}jK2Xkn}|`x!yaJC6%EWx
z{$s-b+w}kE`u|_1pPPy6e=+@85@^0VdVPiJ<NIw)aD2z}t<sn6u9Y&XTaa+>L4*CC
zz$Fpy2VTeHa1+G|g%WD#qiX>JS==o*-mLy2GV@eI#PUe;2GLZ-e5+L<=GS9KWBa{H
zlKDYFF8)DDLt7x=RC&zMsN*30(&5s0m*cyx4tJ%X?(-h=Z^SNn%u2WXKG7lKuRez!
z9)mnwNMtm=@Bzn}Lpt{6RTD`;alO&*$rN<2SmETmH~STS;I2aWSph$pT@$KcvXang
zRY4&I-mN*Qk#F`t2CgKPZdNv-5q0g6Qlq~ICA}6tpwvi|`04~1m)gC4rLE<lE`y^;
z5)Y&)S~*LAh#Nx3hTGl6ubwODV56I&h)}~GU>OipQb8|pB|cL}iT>g?3;PEK%0yKJ
z9OEv9Jj|wHfJY%cDZN{1VZvRSL?y;WzM37`cL5fET4^pm+&J4LB4r(orOiFT+!|@$
zuQQ=W(I`ndQf9<-koaM6LX+O`r@n1aZ=4L?Bih1QN+vk@0E`9tJvvGZ#MSVWl`%nr
z0+o6YZRlEMQWQdp>^ib=Qnu)?gh-_DW#y=SxFJNZi<5;hOX~2H!!g!W>%Q-%-d~w?
zd2!`_C9&XqGBFF9Q5dUYq@S$|Z&bdl(Q6FiU!=)04bw$LBj7-C+eoG%BX%5o?o0iB
z4<cMPn>yHjl5UK{!-92NGrxhG;y}RY$dty5XKQ~`k;RfR6mmto%j6lSg(gcPMMS}q
zF36{dVM$)A;Dv=32Di$_vLNEB!O)E(Dg5q*AcJLwQgl`l>4lYXmtsOG3cybn=?l5{
ziaRzvwoXPf41)0%mV+87V?#le6ALOfNJK&74y}?JhO@~mPWEIaHgS;a1jkQ!T2BBe
zAc<WR>mnEhVhV02##O5RTo&+Tm8Uz1{4lt1O_NWWp$jZ05B3;GUgo_HpiCBq;2JUp
zDOZA78VnZ=#X`)-%&R5~fJb#W<%0B*peQgVi&jo?w4-T-mGA3BmrM_$mK@iQ+E4Vp
zibPwbO5k!@?;HKs?y!)~Ex}sdirMn();hHd3$=0#;*|#33*i#naN#ws^;j#`hW3Co
zKn{v7Ac?UWW2A;TUI?ui+8R{7g#v~3tQ_i_OD5G%x63E~F1Nav+Og8>vLq+=P5BVg
zFXq!{67nESRoo{XOVX)Tm%GGDi*U6xU?_qr{*ri<)cPOvUbztC21QL+wPj{~Qq#Jg
zZcH3E`OZCo$0yD<`99MT8#1?yh=czh;9~y{)yQo=tO3M1B~@JfKvY`cU1T^#-m}>=
z#p(@m6<%%{8Fn@K6*HG+WjB}NVR=_hm6-0fnq7<FSU`D#&(VobwoAo>&03|diBB_*
zZ3-AZyu4r~6p6VDVVOtnB9n7Jg6VQJ!TS~pX)Ey7ht+uPV3I$%wJ?s&@P1oH#>)G5
z3oAd5K(~1+8vfUl9Df`B<D$)m>bzi~mg|?I3Wam)1WfI8d-r&Q{MuvD37MEB<@Nab
z_W5eN!SF@r*44P}28THL@&XP`aDin9`Qd*0*lT-PFCi;+$Jx5)DXZHrJ=^A@`D;k_
z_g{+x#g;^qBn=lr)0qWZZZ@#{5zj?Z01`CHynEB2J-z^5&jWuwOPXB%pMsHPvUaPT
zi}sZ(&42E0@<!#fjP@>i=q5>8tDD&FKBI%m+2fWrUgR?wx@dzpS<vCpTr)5Ws7q>Y
zmTRwF9!V}mHLAv4ee=56oFE<qYLz2K4YV`)`&Yl5g^n5hpx!{D>QBatCu366dt7z3
z?DCPvwL1!&oG{9j`sg<{RSLc`>l|JTcy0Cz=t4U)Fb=FlQRM{*wGlm7nc+jBv%guI
zfXQ7V7VSN~*E6cu9|%bAX40Y7yiBd-M)%?aCJtn+gb-A`!|Zd!3mo=Tu<*aCWq+%1
zTQB^%iqD{yVQ_Ou&vO(EV>Lf7krD`wT?3nDTFvL$@epRoY;jYlJZwm8i@RkPA>$l;
zJYzCj!-<%(u=ng;MB~w<#;UtsQCBUl92>WJJjjJd^uBJk^drn@@@!lWn?0I!0Ya50
zPKOOFXh+{p;WcYO<Kw!U2C@+eM7Q3Iffq-K6E7a%D>5Gcp$z}^V*-2kj0>p16bc27
zd(Lp~*V%ZcsB&!*Xqa@A=RT`gd&h~LzzJAxKQB+<8E#1BAVcn|iX5<BhYnwEnkcZp
zUW4j_Hl!;7-bz2nz}d*(LEs?}iaRduthr7_a=l0@I^(DOrvok9?9rBaz0={S6G33}
z`459UtJ%uVXy6;Vg~Mfa+2#koR)&yTZKl3>9pNA|!X%(Z!g71d3L!m<?r_=IUS9}~
zWGwf)jt`T4Gi|C>z<<ZEI`95g&#Vm=RM|L!;fqDZ<XvdtP3>M-li9br!jaQrU4A*4
z0Lx{<7~+Y<6x3TvIO*uz#V6;|OjrMs7UiS3C4f+F#Ct8xcLZhU!#!)<u08lde%EFr
z#)K;f6I6LenJbkY=Z_gmw)oqht?w!`KD{n$KW>leYu_)TnR=bSZVG>~dY-;OBd~6&
z{#TcS^*;{6|Buz1nTVN{nf1TJI2Ixfb{4MxK4Jw-@!#<sCmSo<|80?vaRXOT@p|DP
zkNFq8IJ<>EPrrrI-wVgYG}+7K%t-<=pHCF&@9)ex4^JaSD&>|sNchzK@_qB+W975M
zW0mdnygjqsgFho+g^vND14`h5v<XoO5=QI+=Ke+wtO;?iX$a)&ORVebE3A!yAqs^8
z^DP@QVF)MDD!j`y_5-dc<{vQ1n~j3>1`8Pm%(j^i1WfGjU;58KjZ9EbC_YzjUr>lk
z1SJpb(cd3Pvl9rO3+^&>q5#V6PD1DsKR(gFM-TY284m~;8k+ff=Nibvj0waLHW;|k
zUkbAJVJo6ph^iOJ78aPa>jynhXB{}gIpOf&;qmbhoTuZiANiRDZxcuXY92Tb(G`@G
zua~H|CJ=aC$m}+E+}+_1P$&XYi=ZcHEB-ucI1uPHnqoLT*0Jl!9s+0pvVX?_FvNKV
z5I!c;C8EXyqCf7fx*ZTmCx~Cz$Ha#^5!7W1>+CYd^(9EKhp7HD5HA!O+^o{vp|~e;
z8?X@8DJBw>OVG|6D8D}v)$B3CEw2-ikhm@)P$%te&Hbh|G7{!L+!|c4_X@FYJ%j7^
zN;pvJ{_N~NrhmBCHJ`~uP_<V&8(nYTa?8*VFTro$<g3E^L>+qK{+l|l(fUa0Znf?6
zdhxvI*MdA=OejSCjAWyXL{LB-AicWH2;M#YxSk#Uez@SiWj8dpFD?NcK$q8%Kp&!)
zy>5uwdYpNXSpH(IL0>*UEqgmC)&4+0V0Gdk*1gY2Sl5DcH;eimg7;gu$ViO-+&}m)
zU_hTe)jd0OH>co%19{s&y?!&P3QFp_>O=7t3PXMyXlT2-KzhQ^Kyl&WL_$IufrLav
zy^K(|KW<n$M29tOuRnLHVQYQBhJN*3RttVC&#zHHmwxn+kh?o|jeBmD;GnBN#BJa`
zP(4>$^1DBo=RG>#c5pxFM?d2CKfk1g@L|4eOn+>C1Sf^epcX$6h1T$4BtAKN!9LAY
zn|g`DJ0ASBmJ)h--zNqx0lfea_lrU9K!Ti!rL@8X@!qN+caVQ}y2qKcxK39>p(4XU
z{Gq^RabIi&+!CRB)pu?G3hCGE;DO!V_3w`IV){q%&J*fGO74E+gr_0--^5b)>Y4pq
zH{zl_!UlZQC|hqKhj;M5@eg;PeUtv^$}p|MT1WA+1GoHzajJx};$ciGc|QDu?fV#F
zGDH>=G~xy`cj@avNSj{xs5%O=uOiTPgF1JKX!4BOX7O&dQ}s?$IT|X~HJt0KuEzK@
zqK4x@DLK|5>DY2e+hOit?hbdP_EoL(6&;j4d!eMouCd+P9<{ULBkOs+R(7tsrpm>N
z#avg=qDk|PbyI%JIs;pX6}9_WL&wcgGeV8coWR$(nnm`Z8?2}Bt0&$#ZgbwM^RWME
z$CvnVd*!l2|8l5xM!POQPYV~F^)EI#{X6v7E>=ZNzh@-G5a&+dOT$)@u8VD~{HyYj
zznk(I0pW`1!pCoZ>m13Tq^VEC7bwG&+2wLcQ6*?&B+>FxTXEj5lXbcQqBV7=)UlhL
zsVK-SqpJB`o!|5$XupKJ@4%5^&F)GDyWu%vO_3rV-D3(XaQNA4A1nKIn(J3WB#ZO<
zZ0)mjr-_nd*g5ANqO*P%>UIi1M#Uh71{hZ8{k=8*`oovXLj44(3d`m3h-g(3dfC-Z
zxwA9oeIqbrm;CcKz3(A}A2+6)JDArE&R;htC$dQcA0TAB;)!y?3+-|o=3&P|M&;O}
zBP|`$UVM22sfTe?tUU|WQs7}m35k;5UIJCGg<ir9CyV@0j$f<<=mY_A)Ne|j8U$^$
zQ^<a5(e7#GsB~nKXs~o^0B~G8ZB}`jG`;&8>SJ(ctUy23_+{p{)1!wG=H>EK{T3@j
z+lW)e@)1nqqEV5bv%AfU6bVNM<}H&Y2$fmN49rfMJRXyjbZ6frj~)crcId-9fThwg
zvfKX>_zd8$XDrtRzLN&RM|XRF?Q*A(Opu;)>R!b*Tqsn~-fqLKO8hIzhE2udKMyFi
zyG5OQ8c-wYOyOZz-_kWU=Jj@3;q{{_5RG#L@_snJZ)pAlJzZg$r@#Gg+6_K%{!M}5
zY_VJ>>oP@CfzUnmp!2aR!KI%G-}|%frX$rDG_7gwqJf!Sm5qYA57gQHt4{I*x>kGg
zf&X1A0WVBaFLcYrJ;?%or=ee+;9mjIhj{RlO2u)#lYl$pfh;c$=g7%>o;??lqTUqw
zew)E<(I35jyC6c#25;CzXsIl6FA@-6a-AyYyvBrShEBDF+T;QnG&vI^Hx?FCtf%5M
zqWCmQF9;cw*HELR=Ho}Fk{bvsB9uJhQgK#%qMfj_A(XG9$J#%OTPla9`8`QA@5zTq
z@+bHe7fAwR5t<Ms}L)KIX4W#ShKD?nF1HE4&wnvfv$&8tnpChP!&R)wDWW43QLG
z(>I1JOdB2+x_IWsvCR!2l7L;dI<)<@A&wUJW)QM0Y&;@wv<gKj-{8I>zVav>?f2Y}
z)2$BLn0!s9A%sEg7BCTP!NX{BAaNB;K~QC%d`4JkndH!B-GkCzq(@03s<~+E9WfQx
zb9-QIjB=lvBMDaC^>t5sB(^)a2`st3|N7+$tUh=&(QC3k<{5|)8k|sF^N22tQ&%b*
zvTm}0E%2Me8KE^^?gX~kOPHly>ym?CrI)^RgCJ+^PMgs6la<0wre}QKIus{O$?Xjd
zt@a%f<b?ihs${+|f{%e72K9wlcnVVn!MrVbJ9K<$a}&&`h&17Y%P_!}sUz!ZYlOHc
zi<8?7hUA^PK^9vr0skktTSPkssTDZiEj^Mp)x}xN?eyYtsZ5MM#C;}`q;{j0=##Q5
zC0=mMkl}c$Cob+CTl6`~Dd9~F@6$-l%tt|GE6k)r#R7yOzawwi%#$m3{LlJ4kkrER
zr-?y&X>JZeVOenHSnajfKjeW<irqH1=9AUh?1vA0H`xm(@zG<67}9RrCZ7Qsb^#p8
z;Px1@XV_p6`hpgvvR(8EO`<t>4A-K@m%^E==-U2KiQ0Ulscgv`m5w=AUPtFzab)0h
zpz1RX_aabwyGOdzQq5scFy`t}!o6T5g_3S8+4($7cdJ14r>dy$dVtP*yfgpV)%iF%
z#zPt}=JLL*^MybZ;T;VRY^h+%gf=;@tfgL;S2lwR{dI4n3@lT2x;R?w7sN`EvhBi)
z`F&fAUqB{(*RKl8Xr7QU>?N2);5GBYb7L(M(=)3c0*RUK<K{X`(Ip^X>BQu0F6(Oe
zm1iFhZf#)G=nYQ6i))7fR!;Tk4#BN4yr$K=uTM|ZfcJpe^D4C_3!9}&FXIAY(@E>2
zPeo0uH#x?s7R3d;uKT`T^!43FlTRnTWx95Z;kdJv*QE7_xeJfdXSxC!Dm%M}XV0#s
zhn%;3+1GbDUE9Z3V?q06b8O<Tw3<y3uC#JC^lZ@FXuMSQdU>Zk2V>I2Gn_v(lpDgi
zD5+3_^A^{bXm7yYkKwVyg2M3&Q}sk&1M8(qP;Cp_-l%=D4RZ$MMd=k-U|uo<g+6@r
zW~m|ao``KLm$EF|t2Tlb!_yAAO6h|=K8}~a3K&PiAC<5MTl~WtHJ+7|2qi5Ub*e3O
z5ux14!{QE3eS{@tiYA^+#dDKyg2@e<W0Gk|8JH!j<=)MWFIzaRUT?aI_b3AOpgeq0
zN?mq)t+=T*H`2Qaz|~i3!Er+t!%|CR-6Nh>!=@X;>O4er_*YD6yKq>WOJNW&QP~~F
zNfD&O%t4S4Yuo4a_M>f`6B;n!bsrG!<#0yr-OeVvdCW(_=hd}$BWjt*V-N9vRWQS_
z_?JQEC}EoBGu_Zdwz~GlY7-C@DjZ&5P;ybCF-p8?a$L|7st*0di$vp7`Q`!SrsOR?
zzOh~+s$>m9z0*Ob+wyQNQtDPAUZQ8Q&oIcTUC!xg<!Ni0T(ZvbLN5a}kFjE7BYqQ<
zW6{WS%1m3h=Y@hlgk8#Amnr5D2ujCL3RKs!67l4dT})OtIvUIX$DThIUIj5fNnf`*
z9wEVqpB_y0iMxzuIR1V-rHr`f?wfZoWB2R@<wkvGKv*P@F%i{GuT)qPWLG2Z9!Nn@
zj*c9meYrXbXn9BrRFs@5;dXH}hB`ZN%8FkyT=Kz;uGj+7sTyKSchih#vh$MuRd2l%
z!JwmNq)_v$OE^U0O^W~LVQdnbL)UxOAG?;dmOFLJpGP5<D=_JSfXa%>XC$mv^2$27
zzv)DxM2h{M=gr)t{XQd#Z&gBQLk2vL-!0d@<d%5Cr!I_spzEbp#@i;Eg{RRb!e|yQ
zn+6zppmt+Wni2Od9h-efXc&dM8iM1O<=H>}Urb7q!O}VbaU!^f`7%?H1bt?c)qUWZ
z>dDj17B8&k_g3Av#%@}4H*VEl#SA&OMZrPC$sO77KJ_d#*2Vg~2hp=#tVf0vp(=qd
zwOmaU;>++s#jIE3;nzoU3HDAG5iiZ-auQ$dV%TJlMOhosWXEcxb<l;&MQBb7%=4TF
z?%+h_hv{9PG^O#RhbGt?!kYH;cb(<&Oqd_6p%jX?DXiQ+5)`Y>13syhPm;wS?mHhz
z-kd93r1D+|m@lTM{jz9maK7Ef8r5A}tWF{FOtxdSBN~pMbSw|)Y-KlSgJjrTzOHp-
zJ^^dmgG{J}lf4r|eJ=h3q)VMPe$ET#H0xAbc%RTe0=B+3u!z=TsX7D?k1j?DmSfn@
ziqNp3yqEo>ff(&CIvpGQWf~1|@gfHMN8zQaqzR|cShpG%{k?y<4Fs_erm>4(>l6?N
zcp`tS9rD1Kaq7Tm!~D9e$IB&r?-abtE$(8=go?*>a`H<|&<Hj#+P)oV@A`gK74vR|
zjkqHZ8iDt(-B*%;iw9H~!ihPy&zP!YGdnm^x0SeIqYvY^4v2|b3nL)n)ksAz3|75g
zgL+n{AaEZJr*m>Tgt@e$7D86v3LDjQ-Nu-y>7Dx~-Nkhfqg$X^d2Hq%J!g4~C~Kn$
zx+<LMPVBeA`jRcQSzHo~!$QDi>OM~Y-ITw4cPW3#RUeQ_t0CW-4uXpijWX$2d-#&{
z){5UA@mxR?Q79J6Hs;u=RJS+C=2NFHG<hE^iZG;ZZ9Dy5gpd0sbK27K@>VqbrGE@d
zY=hRUq<4_dBOsl-Ngz2l%3~He7Xo_qbtq0tRkmBG%zi~-#W(vY`kG}iH+)oDc8=AB
z#H_f@r~|)4q!8WK4(dm*=BQz(R~^0ORBtU|9)3ypGq{N5%VLi&*iMUtv4Ke7P=f};
zi5GW~IMk%-LE8X?92?imhPiChd4GMs$@quy50cG>y3#S`pY>hR(m#z;mV}&K#&sn-
zH2cs;3Z==<$*RY%_LmN!dVRiUC{nD_4X8D2CK;gk*3S$)dF4G#=tG^IIt`=`t*djS
zIMfLurcuw;9uj^c3hmPm?D#7NRct*kt*-U*dBgL<eu(9gH*Dc^G=~~)DGG0zsnS?e
zzPRSYNz9$B4NORx5)iA*_1xo%i@x*brQa?n-vd~gC>%E@IU-If+A+y8dC9Y(+;Ym>
zzKjJhbp@~cfR3V(Q&)isc1%>(q89qRI&7}Wbh#L;D4aS*#;|4;C_eb`TC|Z}PTuYv
zBxwU8y&-)+Z8UGa9E8r5?Pld(W6Yw&jR@zWb^;LK2YaSa6=Vcku+shwoq*nchlU=u
zJ@k203>dHP@p1`eVw}xkspH(&(tO#*smQ$@(A&s^vk&NVibvw|X5)NS$9ZP8N81YC
zz=5ZrZi8B;N3aNR-dr)dcYn%4W4q0_3kj<TYHC(@&O|uiG3f*;cz{+ZPvLYi8_$_*
zwg=+(;u`SZxxZyfvXKHTe?JZgx^$sp9X0u_mEM)Mu%lnxU*=Kmo-Jk0ke-xoX|1PQ
zNDM9Os-e1N?<pu#<<F2XxGcIR2?-ycM&Gb=AiAiCHU=_{G&WbdPZp!fhK<8%WWgqe
zo*gD+<7{`ks`;uP2OQl|#TDf;czBe0Ic|l{TwXviCQ+`|5Hmk3xhliX(1uwjBHs~A
z0n~93S2S~yVn~vA7$bG7fN94|clJ!wTYz~ke5@Ac(7P@9(p5KkE@uBiNEW}AnlXmV
zQQ&bzS7Re5pivqV`mvYh^)pMKLs36g(U=}yI6#v%$4!jU)auVsXDc*B%db2KzPT5~
zB4#uTet7!3wrSHeMm|J{2VV#HJO(5troCQ6K!?l;>*fc|s~LfutxUP!SWV7{K0BqC
zydIQ69;NQ&Q-Ec-%cson<Y-*yOd4O359Nvgk4_>ngSh5I&gY*HKH>xuhdt^b3fv&H
z%F|nfGr~s=AytLmmvHmKq8<_4y#;h(9l=v?LWxsZ;GMSGfXJg7X`m&}HjRuDh7Yu=
zoF_(5xJ7Wke|d`D`9P1mfOi=(7TcDvj3ep^q|j=P^_Pw2tS?uTt5nv256_eAeNL+K
z3(H5tXnx9C6ZRU6qYh#c9}TD|A5JJl?;p-npcCVWGJu=3o-jI~7g|&%Gh<f9H0u=U
zY?xq->nfTVH(E;gE--I$xI%MfBkNGqN30iJ5hl6vG6y~>XPH#=soo--htS^pS7dA8
zY3p%AEz3dssYx`J;%pHbpc8ncJgzpmFVbP}cc8sLEElWq-O@)LO?7lJ6}4OdCsH<G
zvo{qOgAp@Ij6SK1R@t9E{$nvFKxw8e*3M7CwcBAb*GC}#05&!Z!9sl$_^r-I?ki#T
zMQzSA5G^oD?fHh`Ma9LTE8`R*SF7Yew@N;t?79lI@aB2{y`<ISv%KufuZ@fx*E&=l
zN;0i^+zNJvn(w{1%$=0rk{`BSa|lvxsAzRFlL`r|an8*A%gA!(x0rUweo{NO%YuY5
z3~d(x5Uh;ln%iy=ZwS9*RF@V&EvaY&QW_6uDp28j1F3g+YzHg`3UsNPl%5q5rf$GW
z-eO~}^pwpY9S$k3s`jT0&q@obXv+{QRNT*3)%Q9kaA9&AswHB=jbWzZ?<FYK(_Qg3
zJ5VO)%F~Q~8|3$Hh;OHVrI9@n@m<fx!n<x3gF_8_#=C^wV8(GG@VuP;4$vf*-=QwR
zOBi&KD7j1cra%uf?#Ifmx^fxSawwvfRl9y4|F&A7w*C!r0hKa_V=jQlaK>o3z%?u~
z;|IJ^j|b<K=26o^tYEOTzqVz!;=88VXtQT~4YH<fIQH>dpTRmfU3<Sc)HY_2(lLeB
zGe@#cWD_Q%Z+7@I0=S|u_d|*?ER1a+6uQdwMZk@4=yEQ>sf(f9-MgHh_2Uob`<=6k
zDU$``!mU<0J=<X6sT^!j0^XePR{*5TJtG48Kd7!azQvpmgKiuqrIS*jym!<Ov(9JJ
z3t>MO0)uOB9oFgQ_s57|ja<s0(-p{YS;Ac}djmz_iv}L3#Z+Qsa4X(3goxpl6d3d0
zDz88!L*xI_c)vVq?nd7m(ALpY%R`xI??D2+{HUA0%|=R#knp=%4#pkVjMY_P?IpHb
zX+gY}dae9;g-$E!GUZu*%|`Yt{_dl^ocLU|Dr?yRs7Q-6XM&ASj0f93%d&MRm(9b_
zc-Yb_Pdg}ox$}E^nH+M?j~2eLkFvpZC_nw4!HLZ0<!eJfy+Iq@-f$y(y0hw@a@T3d
zT0umcVsomw27%;%!2RW8=b-j>JDy2cld2mhCp9I}kSj1TsrOS0l#Q9KziN8wF0Gx=
zDeRj<;=~VXYU0VF4ZV<ADyvA>^I9842bS5Q7FQe!$-Tv^hY;RgMAc4jW7f{>iQUcD
z2w!v2wQLWz>>8N98>Up?YfgaGQoUn!6s^VEaqwuq>#`bXFfa&ccBvlqw2T%*_bYO0
zg%t6Y*7iQQ`yUE}I8DtMFFZSE_d*=LUK)PdG4a#DN5VJ6;v}X^bSI$z;{2lNtmYqM
z(v8)OOY0eQuky&Y%tQy?MpB#XzHTy=^B5ge*0aPzRQ>%;iuNkydc#pki_5t2<e|~O
z-#GGeHZ!bjr50;B2Exfl{o{D17SGN}tmP<MA_FHZG#KkzmCHil_nh9psvwo7qzOkt
zgA3WMjbP6%14WHSA(U|Z`)b`56tK+q*+MK-bF6w4E<wMU<_Sj;9h6hs8|CYvm}1Se
z<U#G0)JBFa8tHDtXyRD)GG;{#Wp517x-m)x%`EliUqXsCHEazRmSU$2<WWJ%s>s&)
zbG@?JP%V_uy+Wj#xVzHjuEVV$TZ{QVPqEKMgc$Ek2*4_3pr-kj#41A1$|CmbV2xxa
ze4n&Tre|s4*Pm@b?w4xJP;ChOXW?#?!#DOcG%0Duo&yh;!}<kO?L5VyKhPBihHBI#
zYCGr;Qllgktu4m{HFhL@l3yjD=uNyvVCaSJY(P0%^jA*AiM?uX=a9&;)J7e~=o9qd
zX{Sek1~HGaQkAoQ+tg^S058j*j?!C}Si#6V#Nmk$#-seL!wgcNN3M{BsNrJzJ9v_F
z_A_c^gr*vfBMUz*n(}C48wo2}Z-q4lJRw%}ssU1ITw()>tYmz`&tFN65XCtf5FfDD
zkSDZ~8Fnr%))D&>D4ksz_IpRUuz^)<)7cDO?Tn@*?>H6Gu#&p=0E@caz|85U0O9V4
zP#+&jVh}sj<~W1XHdIcOu)~g+zo6zT(BY4=uto>i6kHcZkYW)iUMJLjv?I$!<EQX1
z{U9`Nc;)Bk;%eF?XAE}N#F=qhv2pt2M=tr;-nAZ`OHc{I%I5l9Oz(1hhx{WXI%cQK
zlZU@-&H1Wd#J2|yrzkps&p}6dZpL%ppjEy23Zr9qs3Z%TFg%;Zh*$-SJTzRY2z8^)
z#+fj9P%*~g>GJ~mun$TVN*%*NyIky>%R9KgjitJ9mP=0YQFGs~SsuDd4#NdWVx}LM
zIaV^n&_9?vxfOYJqsI#`9Os7TDOfJ*{tzW-IEM;}XdB4GUVs`dt`q4AY^w&C3SpZQ
z-lap|v;q(McB{sq3?5CQUoF3>e44*LXU;XG$|AFnC`8`QYn<x+R(*F$<5|dO#WLAw
zN!Ru&RH7a_X_iedIkQ&FR{UecLnrvN{UG35kSZcvC^oE+sI1KjOs`eYIkbP8S<Of~
z=d|8UJn!3ohFHb>Gyr*4_jG;JYSKYIZEQxiLXwRS+gT$b$a2*pl{|P{!hc+y{@suE
z$ux$8OD*K#h&(MLafc>(;{~4Y4gaU4a&1<2Sw$tZ9+WFjC>>N71KCL=OL@zbD{yP{
zjR?Q+Wt~%P2>TNCUzg-B^qJB7;TT!uxU-2vFB?1UfYPHx;>nRJY1TMf%=~~MSggcI
zyQJ8M7sihHEAEc!Dw>TBLc4LvIMqzch(r1ybOIw7kJZJB^dww>M08tDz*!^0DlAry
zDpEQzv^-^h4>v*@U4-tz1(@$Ub3T#<uF0o-d&IE>ml5RBckyw=q^okfm7%N_=r{vt
z!#GYga8_1F;K*3nv^C{FR6=i}7CP+sLfc51@F_9o65*!3ISgob{wtSJiRXtWo`BZb
z&*s$imgbZ<WOit5P?ZRbNNmY=5AnR!qzp{7fcbRv?v!JQ?p(XvBF5b}+Eff6R3(B5
zscT;bmDFx*Rwy^5<l&S>$~_19c{`|p&(G+{8+ruS#rnbnlxNlFL&wU<B#M+FXEZc0
znYxP>9Q2*a+EFSKR?2chr(@^H!nYhOuvCWb;CgSVkN3hjEV}ta{%;GJFa1G8^cD}d
zN?};zw_djc8zY1reZ!sAmmy<T*(`V5J2bHZx$lw_5MYAMOZ?wFQE3Qa5RF_(Y4qx}
zRp*S!Fw}9q6ZI&HXlR3>?EGgYi)&T94u0X1`lEsBkyCl<V65OJMhSunK%(!lJ_sKf
zEH3e_FB7HP(hbD<jVYJFes^_$m5RWO9SUT8=qcMCVfPel+VR0|G}<1%A!Q+z&i^;5
zSLXjI^(tcF?4)SoC~9Y8Z)f`-Y8D{7Dr#qK=csINU<4ptiJ7=s7@7Q*6#0Ll*GidK
zn3+2hu>dGwjLPx`PF6&$EP&~M1CCq_o&N`KOWNi?#I64#acL+RTACO+6EUh=82^Ws
z%gyqCrEpo;Ik^5G99^9YN1Tc2?3O!JZ-x)D(6b95;<DtQOTCjXy#p%?>GK?1h-iE>
z!gg(HNJJ*grfOMP9XGufm;bLfW+jq{<IxEDNz%)Q&F6xdv!36=__X9n!^`6Yhv`Wm
ztl#^;>kCGWN+*!AY!bo8jwogUK0Y*h=S_m2$F;4M6&-P@f|s(Fi0D+Ky}N*-(oc3<
z65qC(4^8dZ=w!@X$)V$?C-yr=>LSC5??>+K6?HxClLEg2#3AdZ8q71A>)BkMijVh(
z3iG(W5)z;Y9mAIta-2@W45LW81p14Qp`bl{axU4&x4o&Eo|+z$qi!=V73~ZS0tPRx
z06%W@M9S1bKL*K2ao8W9*PGALg8?OZf-(8?q0hg!^ub=E&zLn^3)5NYrSJLS!gY!t
zQ^lR9D_2Ssd(h%_yFCN08csQHNz%WFOdSq|(O)*!!Zug*8eKc^2}n@<RU=<Z_$~s-
zEw8TXPAeRRWbiXf0-S^&1|q43w*>_S&E6+>y)X#C9G<VHZCW-EI~PCNpLpKiFXbSR
z;!bo2BeF0sT@@6fa+%Tujoytrh^*5Qsa(rH=U@2$A!J1MFlV4`HO=nSQ~5hKy)(V`
zC363BZPpU#O*+?)GkFvB9z|UH=6y9WQm0daUUs}8Vx@CAbWhcDJsR**Gt7$V9I^GA
z82?0yayL%Rw;ZQU#$BxZwF}9^MFyR!v$@D6__<@kOll*lHz-rAt^{ph5Bje~W74n_
z0%LcNAlWD8FX6*_E(-7PoV2xSwEChH9z+GT0#UQ(B8~f_@D*l6U%__(YL55CRk%<J
z6(c*L?ym^3Qxgr|hmN>Mhp1=w9YpQObFRZbi@3*!Y3KUs`9Z|ohq<-9!Mjw6npo1{
zCmy>4!8(KwZYU~_cC7^gFU_zhfm{`zEVZ3`kEe1Xs)kaebQlJIIAt8`Keep&xLdXF
zI&9Z|4kHikF-`(F&K4Gw*XLb_QKg6M${ZZz4nB1sTzULwF@+QP$l!=Cxr!$1k;8mz
zKjrZJ!i|7WSDA#>#ip_EaThitBM7gRSYZFK2*w`GCM?$R;_HI2#7nmbb<~Rk&>HY<
zYA#U>@t2*jpA<r}!g>CZ#_m_!llxgxL2%FT0hPU^u2r7b-j0&&E`$d(@g=GEqQVl?
z)mQfhZTHrrhlvf!ce9xp<QtlKFFt|^<pUKUd_A&Sek>(jZqZhaeXFwg+8NYXM#dBb
z91;H>{&u`=Onf9s)-PA0Klhg<7WaGCVpWXuKa>moR|RN#J6f@vim#Wl?yAj}V4h(r
ze^As%h5(Hp|Jg>rkmw|pgBiB?OZ9k55o(T@CW`#aQmAv-u=%|b-ff;4ip5<v3NvWH
zD25kgT-f$ooVNHoupY-``bMfbDatr+?lwn$wHLc*Wn`|Z;dAotZS)78iC>%m<by^L
zHr>r<+t>%z<}mLY&@P~cgbZPl>muB}%AA8G+|xFpt89NPDew6R&M3G{ypF)mBf`F)
z*Ik?2D}nYs-bV&IeX=f=zgA*gTgHl!yI$1g0r#6x3rB6@*Uul{8=p`RO3H?9g_w-7
zrM=(aUoRn7;&o_2Dd-3rPzux)e8~z%q*C)oO30{~6T(pBpn27p7f7!h0jQw}kZ9Z|
zdi{bMej54Et4|v(cG;ny;@ji6em^^QDWaU=rhvkjfgRSTBQi3$I;x_5kr#R3p(u&3
zPRcvX>ixp{&)@*gbuwdyZ77&c&)S_QUNlli#%@V;2!56}mCq}EeN%CC*INIhHoqAQ
zBVix^fgniyRbSPge>CJY1>7m;_p(?;;CwKI@$<h5#Od=&se=(iY5NUo7;Dz#55~Vt
z5l^4;xGT0Mzq%PKbFV3>omvUCPL}>&t#S_kT6FKU6)g?PIL6Oc041p(onb5WmBI@b
zueLUQ&UmGVrXg{tN5+Z!I=SD={{-<PX!Q&hKkA8%(ciXyWnJ2SdICdRnRCApC>JMa
z)BSh4$oIEqfU%<<_Emh)yu`}&=YaMJ+6^mS&{``TzC@XC7qv`!U2*Ss?mEL|J%z^L
z?5nw-{7(EcbWb<AyZq{9Eu-dj^2*W|h4gH%3<)n5-9OYQP1=(3Qv~%%3}}NHN=4R4
zsJ$T_#GEX%YPa1BoN#2xYy8a4Qpf!vYm+gAI#@Quh3kriFa{pN56;_%r*z{`5kyz9
zHKRT)swNbW@)Y+}qbiiAIdkwNUq4UJzyq0cah*R+)P|k*hqfJ}IFz&0;=b>Xb)rnj
z_r=Tg0;j(Mj9(cNa;G3p_@r7T%cRH%LCnGs%AFEz;&Xz*&Xq1mtF0M2edtkr^$Os*
zZZvIm+S2KufnS(Zh|4yb!5VZsVUg))o{CFnVMq7!n31o&uZP-1<j~lb1!}2WM@2q>
z3<}MziUNzJ|B>A<NGgX?a67Y5L!<3@$fg}+?XeEPV9GZw@UiMDnaFk!1#6BoY9g$_
zexTn_SX-FzW!psZ^VbO5a^1N3k_!sBO0jU_A{{-Qo;QdVs|z#~wC%QtX^?mt#e2st
zs}^m*ju3Veg1{2+rSvJ44xLLK(1G_ss6s{X4$&COUujZW*t}IQm)S<49gX5Uo9>i~
z;dK_N90IxNOl|teW2j<zNpJpT;)|NMzqFC)SW+UCp}YnzG0AF&OrA>sRm>q;8*n<|
z10p2kx<!@~Pa+`uY5Q!-g78!FhkGRm>&pr`R|bF8B<o5Jc_v=29*CEM`*&o9`7Z?r
zM`>m%WS0$&-G>SRF>@M4zBcNJbtQy2<wfRVUB>#<&*#IGhiux~$G&g;LL6?qaEyj&
zO}b0eJCR-*v!rnB1nxP{i#j$w1(v;9Vc$!(qRapaS=o%td(}l6W_9#;iugIvy;hzm
z){c|~Fppn5$#;BSIO%T(6~c-+PvcDXwpGWsqfca%6xNo>0Uvq>HQ2;5+|BreCww!$
zd#n~XLg>s46yeI^yl2p&kghLG)#zVI13|6)r*9~zY6A4;4|yr`qlnneqQ+8Ksm@Q5
zPQp@P=neh0aG3jH#4LfOmLmLNM4A;67p^)<hInnR0>-7nSTElM9y+zHkGt#Ei1p*k
zkbT5XOiRdJyHxcO23b)A_0sC`18jK5zq`)}eY1x`mGCye+$}G&GjQK&vHwgzmqx)}
zp+&Y|Xkx2fEJv)NAPP1Cn>HY4Ia$yNcK$Vn-Bj<e-vBh+>~`(F1CKO}O~u+eEG;|E
z>+p&%!5DS5Uei&!NLkclw<Z=LIK-M_W+0TZRBQ;3P-ZZW3p57jJdcbQJ_}NLQyl<<
zs7ahd4i`XQF+|FYD!`RA11^eGOa1k`5MR<yoKBBWSAi`Vev^&ulaX6oibb6dQLqwO
zcTv{He4n;noqJf&-rPDbyRt`$T-MW-Ol0O)d8xbIqiZc5Q>iyaFMZ>VeLMq`jHrdN
zn8@qQbM8OzFGc+C;*|VI*z-~-Ipkjq^9d?i`V1!nZN+!Au~i!EHm$OrOU9NC(_uf@
zJ>jAe$hU~Ey{mZ%Yt%8}*;h=DPEEM3NFze~jME#vJdLeU@1ieR4*o}J1tbu!jheRc
zY)VShF-f8^lLQ7{aN4ucze7t+TJITMt`&EeOa9hSkUzgd@osSK6;4F3q7EPP!cAQ`
zUtlqVBxiSHMHxLm>@bK_E+JEdK?^uBb;6%~5$TLvHHUP-$%{{ZTcu;jc01Gn+{i4M
zlOct<+sz!DRH#M?#REFFr`F@P4z=e<I7M+e*+#CILvQ--mG?@*=<gz5FQz9AC6a0x
z5G}c$9kx`w^0F%|>tcElQfAWCF^>L?o~?s-M_LP<5uh=9RvvkLQuVknE=V9s2#5nW
zd2lUY5tgn$taiulPU+o@<;SnyldiS;f4Y2CNHwFg{RQAYVeNxz;+W%N|Gi|8TLx2#
z!0m!CV^OcZ^vB#ui7v&JBWCA=u-4d#Ds3e6Rg9{Ls$z(8g@?mb(^)|u@3hRq%-t~r
zZH2W3$VS*!#yTAT(J54Gx#9e1E-~%dF`K9FhZ~;J<TqPeJm!#nE>2Q0cnbfQv)uv{
zMgSiHuTPv&x%@f*I?6Oycj>T5VL_|HhG$hp6lP%#frR|wc-h-{pF|1bZ=T@oLKyqQ
zeNVq%vkDY~J5hCtQz`qI`b;x#bExfL=(gX=PeJWUDq~Z{jorHAixxfUBfI_4<d~5`
z!FcIBq3=c`7(Sw0+DvB|HZ29G;qI!E;fC=M2WIz~)Mg(l!GtK3ut0_gS5zbEN+T#F
zHO<R18yK*Y5aKUlb!4e1q_giWvK9xiH3KhoztdR2aV<{7hQ${xc*lXZs{4ok4}2LB
z9s;CS#}-C%64n8--`D%n*n<r}UT$;ng1?wcdB}Xq6%?y*%v8!+Uq)1H*DH6}O&A@=
z9AkL=a>IFxJ#x{4C(Nn9rT(bFvAu5?>|W3M-(m=H3F_JUHa6S{%&6@Kxe#*fdn1TL
zcCVkB%dfFa?atT$#`x!nSDZcW#UIa~!a<6zR&3u(X3Z8@xot!SO<}v$Tt#3;0R@z|
z1RgY*htf03D*HY9-`P9H%Ip|a`Ce#a!IuqVq7EsBM&!gCzlh65$t9Gvm&{<fL>JZS
zD}eH2lWuPhr8&UHv4CjLRrDb^L*=yIj`ehQsrE$IOwLodz)H%XgQJpyc0%047Puaf
zWVJbDx6EP&`N?M+m-DifU*qq$^P3FOgq^TK?g!p%q(Cy9F9()Nxu?ZHy2`t^7L-ka
zu(rX~2?gjge0Zv7{|t$N@B|J!_>Q6a%XPCA<%{hf#XQtw5?7a<B9<EO@7H`<;KDPb
z6p<(pQ+Au@&hPE$W=p<Cch;TiK4lplfX$;`0{ZM+=NmzSN{quZG2=>~pGSdkO)eh}
zT}zhSgSHaAQHrD1qYLF@NXYl0Fmn<_g=pH;a=co$p^(O&t|{rliqGr&oli!l3pwH?
zG%15Vc`l0>FJ={7C+&TbtDZhydz1=y2Q1PWV^91bJM(WOs~mtkDmUqLh5jD^SwN=0
z^YNhhRnK}!$^l!lILH5tHY~i*pm{b;|0+Hi_+c+OL$yliKy*eE#2w1;G<-C$wEi4l
zn7@t!DPQf8CA~qRz(UfY+SSNU)P^$c=5QJHwZ1-XAhA)j1*o!IGAb|ZoJ-XnJ#Ko{
z_3cGH4rlkx{hJo$e*18I5V&{+Fw4%BYDMM^zRaLPVh}U1VP1N>;0_@=HoOE5j_C36
z;BWCJKMdV>ridnK<QODh1V1(?S{|p0ED*p*9o&133K2R*b$-+Xhg2*VMxo+Le99nL
zN~p4Aa`}S{uK0~O+oDBp`$WFN3fz;00u~pQxQ@9L6igc87@UI=Iqh`#iqdo81#FY6
zC5qaZ9HcFxJh_c@-a#b1my{g@k~4t>w+PxoC|p4NDEIsQ&=kifKdl`c8vT<woQ%w^
zk+h7W>87GEq?uiM+pRRlI|2u%jqy#9j^(`&(kSobV-p3~dVP3Z^p^S3lBT!=`Uoa2
z_g7v;2HLa+{1znbXZ6rgu!(#NjueIOoDyIPFF_W^TTGP~xx$TV!C=A=)yhv~$r-qQ
z<eW4A2Z==D*?1&>dmh>+F1w>KHu(fhpgvQfGBc*=ntu?`j`1QQ+zW8+G;s3(=thRt
zqj5}J`hI731AWkG%*jdM?ePXgY9jHqw8h!<SD~iyOhJCqt^;qnwo;t6F`;8HPZntr
zejZK^E2+gSNP!>QN#_ePOGq&V%jZZ!Pm|jNBX-cTfzD{IP)PV(gxd*E!h-x*R89wP
zrK;YkWwbOV)MjeXK6W|q%A}K&z26S$<$m;J3I7lI_eeUKC9Q~PtU=oZ<YwZ-=lmXi
zn$!OJi_>>>bz3Ghu-C0bj^Cvdfp6*Y`Ppg>oLY%d@`QBX+Tt>@I+pD*ZaP(5fk`}q
zfrWDYg&bo9HSk5X_-?(2=7G;dNNW)Mdo96_q=*z_1wi^%k)o$V#VKlq4&Ux4upf@=
zA$x-#ESb=09#uBTHWvTwXKj=oalPWs2hK?Ubs5Fi$EW}*<S6R-qg>U&%t>=)jhH&=
z(2)QfUdqJPjJ@<JS8$H^Lj9zEY*a8<ht42X9Rph~91t`mZu%-|2lR;_#vj(WK8{0m
zDNebF24{I!IpN+btw&%5C<-<!JK``_us9&nwva&J`T5z2eMfhs7mQ^u*Vqyw4N_vG
z$y0wL>q72js}}RblSirmz)|eX^gERzZNKXDZU{Pk+%ZQfK~2FK+#=(-v-3bOAzu{*
zxg~wj>Z;qpgmGLStMBC5oPnkAgz&fqpGIe1G$Del$Wa*Q6(wC6xZ%-sS0qxzV9F|0
z$Wu;AxmlF9UFI%E1O>;JnALmXW+i{<1>#~ls(f{998RVr3R=kH%Uoyt`<e?4p5+c4
zxS%{ytx?d$WT{J_im18#z8mLGchsOKx5aDAIk!hqU_;(x`Im2wXgQx5pG@v+P~Lb*
zNV%mI%?>9=>}DlZP=1VM02q3&vb;r(*>56Hi;*QTbK$;2MXwLd35X#k-Aj2M0+4Kp
zr-hmpJvX~)XiqVkS^P9hSqxhWqsomP)I&~S_88;PfIR6Wc=>W1<`XKOb|of4K}f=M
z1lVXJP(iu31BsUC+Y)HZ-Q!M)yLop<WOD3#drns8+Pmkn_DYm*+;N4Sd$N2Dlr+Dm
zYA2X~!e%RKDtOudfyN8}X>mJ1j=^G5h{TC#P9d_8;A27DA+-iyt6-gUs0H-V<GLjK
z%~`~vZSqo%$P!Ih5a~%=)-)Ee3_m`i2lI*tdh?YV5|vI%hwWbhkPvv!77d}JEdXLb
z-?txfBALdC8g4$dHBgXJYlT!4z;mx8KcT^9h`VKJJ-9%g1NkH#Mbz@y3INqQ<r}TV
z6<*dViv6QPhL>wc(_#{+kA;MElEv?}3y1A%uMV9ZE&XP@;y4(OilM5nMA{2noMlZb
z6`2u#qu1(lr_I-k(>-poChlvXqO**cL3=o~1a791BgLdt6&=IsS|27L*U?}$On$gp
zDvq=%F?%DCK2`9Bw-b{%4g~@{vLYM3<W&UP;mK&iilG3vtD!olWvECIny_f(`H0@|
zBALb(g_$hH^9i*;Rxw4Hr3(ftniMtg9!~y<7u{l1iYg0D^A0=V0`7Iq{?(W<9JVd9
z78U66;XrHeH+!@nM&gy-9r?peoY<6)AXxArualPf${-Py?P-+$k^M9j2l@V&5V99J
zd3|_|hzs~J0d`(LFoPu1;TT*gP=C-8CWLmQq>`wKWyn}=caS5JmOYUhAmWp5@j;#B
z2*v|uiGiU(2`pK!x=-e=Oyno{ki|=J)>H^du%eYz+ncUcMKDH@-tt)c-i;v^0^aDI
zRX1#I3pa5~<vj<9+H&LDbnGo)Fxi;xJg5{ogz$C)lcuLov!gq(aY^|_$u}!MTyeW0
zVZKJ1^mUYmrAGBW>qgUKq?CXQ0s5Env~0XOuHD!N3OI*>F8X%b`$Zi=684hDFAi}m
zUWJk08nM!Rq0DW8KUe1^Edcikr^h8EB%doSSQg7t`%>pBC@U_}ntG~T^8qZZd_$xi
zHA@jzJZGxR_PhuCQz&<!eaew4s}87-L1C^tH1%&SP^EPG#7#2vW2bmvyncX3RF3bB
z)j@KS5Tx>Ou|c|}=DVvGA--O?#N%6g5ttgzI&L^V?E~PrR;W6-L(*qDzDB;Wo6(Cu
z-A{2sFbe?L_{RM>5l28sgt%MGkbxh>D~_sdH08(!mq~c|KKr}?XKhaarm(yvBh+d%
zRRAs*hLzjIM1Cy)Jb2jjQHRB3v6X3h$2iW?O+kLb#7i+4%;?^t93xsN$0mlw>A^M;
zijOI1M)s6-d$$z&UA;1A7`R#&Kp5BwN;9mDNXs?bFM&Y0oFX2^H7a=<z9L9PRKx{b
zBis|xR54}^XHGy|6v-JhD<VG!zLUwg#3i98FM^dtGKx*vJ&Lrrp;1IydXr3D65~~q
zNUpJN(bbk!A}#lpnLM?x%|RkGl=?!rB4TggPu}r84|11;?Gr~9$3}8uUc$qc&1Sw}
z6LJ6HjX)t3U+9MO%Bj&neYv=S<3SMwE}=+8hoG#fyr8aaHQ%Vo!1h{*@Q`<kH05o>
zaZBA*u?Y>ZP)$}x*Ne*KWN&OxuTGdz1(PPOi+nXI_|6iWhBV85WXSL>=Ge;#DARAO
zJcsNpROuq+CWVz=l0}wgtgsE<iOnr?ZBI~j%c)9u7~cU0gHEYJ)h$UAlFeb_L0L9?
zn9X`9uK;W9b@T3|sw+<r1?wBKoRtr^cvG$&YLL*~LhuOFKlb8cd*&p8OnBS8V&EL1
zOrfAdsduGXy-l$(6S%;{Y))CRRmmWE6t@NeiItDsIz<<==SkpI*BZoJA!lvOuGn?v
z9b%6qb&3fb|A?b*uW-f&?W<0Uq#i@%!gylcF6@9V*jqAFS%#`Xl-LcvPyiHR_w)o8
zF>WM>Ka6Af5+j)E(ENNo0N4Oj9<vkyDdj$~BQ$N~M)Gs?#6kL7oJQB~O^_{ThQ3Je
zjBi46-m|;r#K?ziD-rDWGqtH4Bfg3c(<dcgO&}t%Xj)K%!#OmC5B22P)-=0&P>`X0
zrpf>@c<+=n-h5F7k$QM^jr=%H{|@$F`^+peH5#|PJfOZml8YPK_GHml8V-~b+wx#C
z2>-aduxh8I9Y8<zqXynGc1tIEyM>o`3{y-hDq8rfc{yok(-<wjFKZ3V8^ca&U0bZc
zlzvBeQPcyes;|TmsYwzJ4fSQm#=7HLGi*>%ahX9codC2Xipgx?0@F^CuS*VjMWfLc
z3pG!orJp7~>dlBuLaIvF$+)t3;Juk$&E^?!tJ8Mr+_;)ubwVbe43FJuS|F&!bZx$C
zRPJPz%i|1?20>;!SV`A#(dGfRxzqa8nwyXC_J<yZkaK7fN0SIWYqeT(YeHcWu4pI&
z=T&i-+ro-^7t^FDqiaUVtE7#VQVNgO=T-X%^o=2EIexO@v}9Hd4c*lZc?j7|n-}KQ
z25iITi3*F<q{-SNwT~Dc!hRc}t0mRe%h+Xm95vIz8ByuKR@9LEsp;d0fJt*^o1N|4
z#CoDVs3z`F#x0?GJbXW-01sb$Z=0vk@wOV49v?f&A&xUYgI*Wk?dmzFrcQ0IOrB%;
zBJ}wCDr00mkj<W-z=@^7Y{gV`qH^UzitBq~IQ5_n1^lj%n<VP<^K*ynB8!>U4VO<(
zv&s(FE?Ira)hGr=vptfQX|0k2wI=7une;;+F>|6a%2Zn+#8fHayqpi5jZRW|k{E%d
zj*<YU7mva-Y}GW%+7+t@@oPC5viS3?{X)$e2`G^q67t`)yMI(Cn%|jdtw0+S_|y<P
zI280T$!-qktIsQp{3R3DXhGbCz7Sg?=GgC5^K-^qduGLdI3YrNJl2#3z3nobt53j1
zm%Dw`Aq9+*5_i;ewcZ5J(*(p!{MIIAX)q7g_9aheun@+3MG_)~D8o&P=yqJDRBs1E
zE`rhR>a%v{@3B;HTALq%v$i87B%R=tD0tlDpni^(K^u47n@`nPSfxtqrJ@Rx$64#p
zCI$!T-SB!!>NK)Z!?lQ;4JFCGXkrTV6Zo+td0<XeF&>Gc+8EIpgn;piTw>CMd}iNo
z;Q7MzdOu40cj_l=!o(x**QxO`WP7b_f<@<1Mu*U;g0UI=E#Mv$GK~tn+&%3EMMU#y
z)L}GxGfcg(V)9Q=DWb>WHDe|TUTIHuK~ppXTa&gme)bdUC2u*AsBE!X<dqFYJsmzJ
zO%&*810}g~0&Fw$krkwk5e7Es8Rv#EcJN+8t)Oun%GMT^s7P;6f5|#NAXiSXLq1gF
zF3cwkZVVBr&R+bS@*)sc$aBI4y-0Wl2_g)^;-Xd$<$K*=V`>?bQ|E9&_i~Ldj`WqO
z2(@lCa$%S&bhyl^gfz}nT-o4OY07NtjW83p7hhK-3T|8RAsJ@lfHIPDl~)LvDlYmo
z>H1j{o;Da1cO8H?l*aIxS-3YBv^}2t@BjPVmJG~a?IcAu^+{4S%Hd!Rxwbg5KiOx6
z;G&E^k$EE1cCpQz;CmH@4RU+(bpdw~Bwj6da>#aJItbwapx|Wsxx#`6ZO0(l0!P#_
z_qByBX)H67E6U?~UzV(XB6nR;sq?Xe<8u={4?VR$*uK*?D~-9>=dq|<B6=mM!@f|y
z@i9jIr1030MHnbg+Xqc+3oMq}A9`i4!l`l=OLbk%K$>%i?Qr55?ZrsBMgdY2kcmW+
z-k;^uwwgu9stmpSQ6MX$FRjE%%+m;>?Bp&B!B{p%Sdlzyz0vPdm$eUuzZ&{s*JfJk
zj|_HfgZi!(acuI4$e6Xmx61~5brR+`>=vrulGa0o06|N=QXTWM7Y==D{F7?SPW)IV
zIhnilJyUxu*B7E#*q9V2ra*#_1Z~?qQ?%spmMpPkT&Wl29&`=D{J;u77=Ff<qLQXN
z7g~4k_vV#l$t@_7Z9WvZnW$(VzA7tcEOr&($xF2YV3Mq}Zbt`4Ne*{4NmYMvGV_fl
z=_XGY45wZz;#rIrw1uaDfCx|AHTvYYum6pzYIKgRY(qLjfuA+!){8A3&#W8^kB$Ty
zzn4zC7<9C?svZ#Qj7X$jd&8BdU4GcC3;kKjujLV^cLM13pwXKgj7;@Hl02mv0M10k
zD}D*)z><6E7WfU&^)r7mBJqSxBr~(dIs~J#qB`@{(H(2iypE#ej5@3>0Y8ph@zml4
z!O<;<kkE$j>cA;(i)A{dowq`2)`l<2{7W4+uCQxT0o_?8Xl??SAw27(r}<wIi<Ofs
z0`K@y?$o_Wit6DWB@y*O#U@IsPz(g^O|8o$Qm1T3yw~)_aws$~n-(!fj<l$hmSn0U
zdwm1*oVT}qU<aW1545d_St2m8wp56&>;3t`9u%ig2=Gsn{v0+JWw|FKJfJzzO-z9m
zT|(58PqyP=rcZlf6!L2c72X$P1tkU-^ECDnL4cezZ<9z}d+jI`=U?bFYl6u1K&^3P
zC8^^w)<{C=9D3;jFc&Ba?@)7CZ{a!D-E>eLeJs-|8q=l<dGjrXqW3|BiX8@YLc!HM
zT~H8oSu>FVn$28df@3{KP^M3$0_YcY9uOjl{){JKS8EG&7ST!h00`}Ytj2=nm4N6W
z550|SD<=a%(rnCQ1g7_#Z|4?u2tX`uYNs?E2K<|De~pooRvcW@AypN-aIJ_kl;VZc
z20h8=NGDg5^kWnsVDJsb<AK+pxPq*`Igxv{aPXi_NepdjivCMV3~H(fAu4XD#lR;A
z&Dxs_Y7j^a-fn{3)f~7((PUs#`(yGPtG6awDH>kx+r@JeK+i@0a@)dMHP*sU?Aap5
z2b=GJV4NK!ZlNvv>#{P+QG)t_5)yLP+!byWu7yBPp5s;sy#aeWXkJd?)1yea^=GmT
zI}kNeJ%Kj5X|-s%y}^w@Bb}C$x~5RI6dY-p4?#3{VHAg1OL%U$FmdM<JXs77B`(<D
z2IrOj1woBFa%(E3HP#<1*xLq$MqIH}w}-W>V1g0an+GW)HvWl*r4*GAr1@QQ8~{W#
zr!;OOWT{gOfb`#K6$3+d=y`4B0ac%8R`-#ws3;MB=)p3d6b=-}b*o8?xDw1VZKg<_
zmYW^2xIyx$Uf_#VXrtVVoe6tr-cT!~{I8uyfOaRiIw(dnadEKlIcZUzS(Vm(QT3oc
zuJ;*9tp^z)5!%;TeI;Q4=-=zf+hVM*SR%6psD11>4JG3&7nD+%U}YCB#|z3D*~?CX
z;uxB!KRWMD>I5%k>uToOA16q10`6KDZ4#wH)uLO?_A1*7kadR8?07tVi#?_t2PDj5
z@%j@M>VrcqzKE0(K|xWB)C&_owC%Atb(r&RQ0J`RUVYYNQ1)l*y$6gn5j7=L^Qze_
z&bq(^%ji-)J=EOcrVdi!br<F3u2?A10xf1(EcVSJ4ToY9tq(ncwUvZ>M~Im4V$?i2
z#XEoDL>Pk)!R150m<iQllkC@D*aFgW!p0~n(G3j-^6{eD#O=;1*eFu2wJ}JKLGlcG
z`7=`e{sp*8s_Dl!9H+0psAy>PAPu37<Q3Vs{Nz*GZ==8oblz6hmV_utgHyc{UwnZR
zV-hI+rKIkH(kK6%hlYEpr&wVH#3P@)HOM#qo~;oZ5Dp3n)%W1KTl{-x=Z&*WpDjFl
zzef-!iK$uL;mn0v&)}osjwBVPx)fysvedVWao$`;lr1Rb$IOYcLDC%nrIgnn@?@~Z
z-?bW8+UL1FzrH2ua@DAr@&=b90I>k3#oV!I&QFmankKAWGsR_n%s1>7eEY1*)odFW
z^Nb%%TYv*X$iH;nbkJ_WtGEB9%dJ#7J0*m<=+g%EC7?@NOmzp=ptd#UvvjPVmGGip
zD2XB!)`JXl`&Wi7pqWbkdh>Dl*GWwT#GzU%k<?#{BtK^*>8q`U)ON+OPRrlFuK`GI
zyMlr(v1m38fG&@dc_^6pAneTmVg6k!7<=aj%MYeV%Ya>?fEYETuzxGi=<`Doq{4&&
zc$P3Xg5nV=(`>fv%@<O0v1xBa5h`fe(N@DpA=&#Io<<no;SX9$bN7Mr^MiA($Y~!R
zj*KFhjtuS^{-yJA?1?EsfaRE%pLoQWa3tatsoF1@l3Oi6yt0eNY>)woVP`&YzXrM1
zHOVPW0UV1hQ)ykXtbl%^A>}432!-i~$PZ;*yfm_PXee7Zl<7kGkvsprPU*$#@R^Nf
z2gvzBXHF@-)d#B}R)*YQ$ndS6^bE+pBB7vnNgD<YPD#Dq>%gZ=mjQH-&&LnVT70bh
z5b*VT`Q@MOKl!a)->{IK^>9<|^nrB{T$APKP<ztRoVBC*qqREPly(>>pefC$mNW^r
zGf0(Oy1E2#`<`?n6(zSZYk4&5boeM-$}YSGOS@vJ{M_DuHcta6+|vbF?wI3S-C*EP
ztcN<1EJ#;KO=Ja5jRqif6SH|3$AZ*VKP=xeSPKs+oTe$Y;UEP8g+f3hg2$}qcEy(h
z#=}OFLCc$%Evv?8mdFc`+N@hi?%w-$)5pbMXkJ6y@ut{k7p))g_Zjj7n5+1oUMi=A
zvgY9$!g|e&i*4YHcY)mOBg$b`B?)6dEYxEXQa<{Z$A~l}Ei6Bn;CW7lA!CRG^^Otv
zIWXU2QV1EkB&78W#9Z3eR~!kcccYoTpLV8Px;{C6UtDl9I}8Uo@3A5<*FGlgYkpDg
zVgaoMg}GLP=on-UnA3!==lyG~JE>^M!!~LTTqMN${;Xpq^mx{9%a3$X_0kGt45EWH
z$jFc{z~D2pD^s~v2n~eaa!|nVdoKAa$PYJY2#vs*#h@fWJMJp2$Vuf)Yv7mg0p_0o
zDCzAkLRw!J|786v<qV&npRKB5?7rFxK_$F!##te}0wZo*Vh%Z|X9zB!`6sY@R*{5P
zFY$lgCqKsgeDx1KWu2{g&MJ!fL59{<$i2agm7z4WFV0uIDRv8p{l!+VHtmz^*$O<^
zC}#oqKSv=j;?$qcg$~<cIGIoqAnW^*2I@aAbl9D_P_KMX`KIzMoP7?d?r3M|)2M9)
zWsg^Smd9oA7_xbj7Mu4h#r@9GP<<tc5K@I+=wiIhYf}fCVvRF4k#^j_3v9zc1%IMj
z>YVjX`N5;#Z#M4aVy%2?NqhBq=Ma@)4F3jYlC-K5MiSe-jZ4)@5VNP-RV|6=wK(Tb
zPm|YM2TTWPNzB^;+3o`pW!9PX=67X*p2pKr?TPgRq^Z*C^~dB#Mk;9k<2!%O1hM08
zV<;ZSAkw(XeWpRXcq&6wTFM>(^?lpin$_B3GpZvuATi?9(s5eQGf;y%H%(w>r@sX$
z?j$@mS4K}1eK1LEcwY#n^{?yg7j_exxvpD3v{C)c<Iz8B?C9LXtK4@IcZ?d7;bh9$
zZZ_bXDvvDmH%=rr^5e}7MoTHUGMM-g)WK@eDqpTw>YF$213j#7Qh2?(5R;gBFLE?m
zK5)Oi5|;3O`RSUv(iPK5grVgUScRv){t%SqPnnwNxuBV=Q!7x^3-O0E79{u5>Sd4e
zhRY0rkpgw9Pl!@Oo9^xSvgwfU5&AFP0&jhbFlNAT?A*m!2=EAXG6RcTfJ<BOY~4hD
z%6ffyO+u39f|@hUP}QHN<JBRuPTUZE(RV@r7y)}^-ttx$%xBJQ6Q!qKDx3Al+g4G%
zo&#T0Jif$oVsLLdWq09L<tA;&ZC^s~pe4N1@`K(Dq#vV{DlWbXe&VT9`9T8w(htG9
zdHo_kKIS4g+hSOS$%lxQ_$TNHo+R^4!gY;%JUF$TA04Qy@4~(zYfZ|D1Tt9MpCp4s
z#ZgZ;wO^RD4!Tq$HUwQs$MAjutoGt`fpmz+>PeMKOLeEt3JjTT>EVi9KzIJ7%1_7l
zWOtPc`ndX6M>y4AhL1I_kAX=PaWk*W0DJF;%3wq1|La?7$)iMmw8^^DO`S10f+Ogz
z5u}?ebmd@DUe}1h-iv3L+^88pDyenSw!X}RKTccK<Z8+~3cfmAT8pubWAZ~C+*j?U
z50#&eA*r}aV4*460E89q8F$O$5yMf(6&dU~jTsEA@v38H+78t2LKh%C%eR7T!K|1M
zgRr!=x(ioKeL&hLo@^e6Fmd(yMEwGu5`H)Np_0}mR{_Fa`w++v8N{nh*hk9`iY%QD
z9Z1}t_)ZWq?6vef!u{5-Xm0}Q0_6O#@N`Q1Ch6aXhvX)!y(k(H)yy~1s#D{kdFj)H
z6No}^R#K_8uV~XO#yv%k{u22~4NAo1M^5r`u-W_b&nK3$+i{kaAMUNH-brH_<d753
zfrXD6H55fIH#YpzTx_kES&YT6@dTM0uB>&p%EqP!0#oe}(X)Mzh~K4=bNv>z8qC_t
zI@+WcB%<3sxK@55-NuV$ASt=Q)tSt-m6g@sx<PN)C<jankXMWoqo>fRRxzKvcKU<h
z?sfwF<^sq^nXWl2#o&2_P7q_<{GeeekGl<%nMAhyn5Q>2^3#raJ-r^rBQj$nKj3aU
z{{rcwcyMYE8jV{zlQxA11o$27*X?>|=+OY+Cv55gtXbtxpc<CLXr~L=*N#W<d>l{9
zd}&^NgwcvR%c&FPgLzoakS8ZT?buXX+FDx?yfYIx13`!zdSUgS<uko6k?dKY<Keb>
z&Bl0CW8VY{p0jvVy^x*_s*rCiKTN5iX*92OB_=k1+8J;ZOJe!$Wt~AcI7tNT&8!5F
zx+A5q6B_M+5ilsyohYeK{uIZx+A|%wqU(+?^(jo{hqf5~l@waflwW<Ysp}o<9A(Ug
z&XHLLfb1H5dO4Z>_*n;KDlSI+O;gMBXe5R;g?U@~dC<{IsrFA*zO@~PX3b<nCG!1T
zY7xsY$Z2p^VHYH2p^UW{egUFmw?<yaYJ4I;llkWHG+INybR=dI`N^sVl}lfU;ziF0
zZ)AwQj8A>x!9A$u?EsO*u#7$^o3x~hqec*kS;gKu$>7mD<7+|rw(^5-5#*ky{9#l&
z8vJ!=h9VKHkuQ8Qfc~S`h!v2T5?hZ2qP6$?ENQVJ&L-U13bW#J8q3dcMj3s>RP*gC
z6Zzp+0&|)Aq=O7V050=ffa=r{UHpLo7P%aMP<DNcGtQMolci|uWY+dusxoUe9O#;;
z{?BcFSJ9lk(@Ib+YGVcEGw&3zcXgHUiq#Hm<y3=jqZ>=Bc53GMmv!USPyaNZfBL2i
z&HN<&<SniI02mXs8Nps;hRHr{M@b$!M$5QLW%)LqN;6$_CTpG&{E)rQv^D?vhG4A@
zGf#UP{o}k2ma-|0+9o6aEzx?sg?D%68fU*p5JVdRpk%g=edFVr0vWc${7*~r6Z(^P
zc$kqpwekC2P<(=<eKT0j9Izlm0%mDi%vpNkT{IYxGC4w|ya+q2fKsORHT!k*XBUM+
zC)k5%=MZ&ctMTjGui!6ej(+#KN#M!Vx)CxVd5cyeh<^d$SbJo1<JB$74}ptTBWSd!
zOkN!2e=2LVJDrw42I-AL6r;r#uK#V{CQ&J8a^Nj9$@ki_vFutT_28+#t^Vm)vvE4b
z8FJ6261OLln6e(SbUsn!yG|?%H{Czmf6C<-kHY?ByrbB;+}GoM&$@Iaw-A>c&N)_g
zPWsWVur#Nyl^@w_=b>j==Y)!6Q(8`^9{3xdphGLxINP%}>vb|*+b5j_^yY`3zY>qt
zu(n?r>_QrER8lmiL4RIz;tfuWbA1S!4o${8%JdmPCIZh;qdW8b{2aO0c>YoQ&1TWz
z<XM3;qqYu2$K#$I??>?$<87>Lx3(}9iw7{#U~9~nLv9u|qtkEigm`=!QBD?5-I5><
zSt)X2Lum1w?_4mB((IXODq@kF;sfx#9i7|Yr1F*BXPB@-+DoV6ic<~T#S^vDFg8)@
zeB~96*17%a#L-&G04!bgRDO6^(&_ty;2NQ>PR5kMc~RgE#K?L&)`r*m^Na_foYDcn
zh7ti`3Ru2{ErW0x=jxykbcH}S^Nxv!FmTh{XQ&{|Nu2l_yicXn3va(uBtW+W`x%WH
zHHdh9#kYU5*BLrH+B-TDdJ%ITv=iTHx`x!_iBTXr;l&&CwtRa_SaGtRV$<8txsygH
zN8C+{_8(q`n^gP*u;}c92A<o3XF*^I9tFE={J^3Ev3G7>0wXt)dptV@W^}OHjot|Q
z#0TYhP@8KLKd1iBfoG~}rZ*UPa{kl49>-A34z&hxjL-RyH;SP_k$Xh=uYIqUZ0xLP
zzOEmfOsPAwO{rCn0bXKKgx;H<aC#+f`5ZVL2H9Y_oZnisg^q0>3KDc>bD5XO<|8hS
z@H=xI^>$gB-R5dpu&fLlLWP0Dg7zF4ifmpv&FdNIwUxQQe)3|^r)T3ZPAn-vtZ%U>
zjOdYF9l*R@R*|65U2he0iQQr*<nsj;JxMsoctjsLq4!?-!R$5}NAA%=DBgn6=|^9+
zv5db#)tg7ald|2^3G!F00j{#rv%sF_h6aJAF4o~$npjX$=%^Ev096`dY^RzQRX=cP
z;LMXjz}r@=Y{|6x$H&v3kd<j+{dxx)HS28D1sqy(yg~G2jRUKnAR}m3zrwR;l~<_9
z1KRfe_1G=G+nJLOObibFqlh3F2%;QxE=i`YLA-F6^wZN*l!?+Zb?$h^-fWl2WRP!h
z7-2Rsj+)-_n*Xn~W753LcY9!Xf0lZaQ1{?S47oEnZq%RF`H9t;Ipy7D9@&}n?ah2=
z`w;PmPn4*HZKltbEV8U4kLp%mYn(x92}z{cZ7Ic+w3;?``D|c^{V1yHq7FWClGRlk
zSovt>R8WPj=LS2j^J1o71Ry%%O%wI9-_Jasq(C)JU^*%HjGx`X#`bBSvU$`=f&IlT
zl>8yiWV<aVQ0yt@#x81-k6Stzl)CuE&c+yKlA!GmUfYi76)tlKoH&FL3Jy#Kke@&(
z@!EcCOZa3~8cWxIYTwG63(-18>QJ_SYr$8=d~!OX%1^ZU1v3$X$&mDgxkKA<<{&VZ
z7O{+r!x8q9n5rLMEa_qf)jA8z#tDTQ8HG=sZomLzy2%IJv6K*WjL(+CSQ-r+6rkdR
zR;zLH$N!9yBy1o8e&I}`rW`k|YZ?<b!4KOl`q{HEOFIm5LJe;EBeCAwh76RgWna9$
zyxIUeyWxxeUewoV=BX<DiG4vkMv=x2N#nDd!4ZaJA#w7PR-m9Rv<VM$9xjJ|R!bdU
zl!(yhBs@DYOfm^BF_BJWQsv-A`219TX0Hu>EIgjcyI2X6oH#{yGqW6hxR~-BZJK#=
zt0$R?IJ+THOSHLfV@CctBNvo30XV<aYtO~^HOXLL#XJt`5pEAM0X*8!fj3uZs<e~5
zv4Ixa8SZI)o3xYJn;-YXxjhj?f07DfZcp??XG$z{S7zj1vy8dM%y8~mqLPb(x%C*U
zYQ9Q9h5Z<U!Jo1d<OYJKsDR!xA+Hwi57**<V3*f~C#|4T5nf>wyS$eS4QU2H_7B@+
z>6u>rVst<*J-3qwHnKqryIsRAV~eJ%NG@nT$i`d#Gp!7Q{D_rg{&En0D!vfLIe@r~
z{7L1Ul<xZ|nPJBwM^bTM2esph$u88UNY*?74tCb&*>lbc!t)-2AjohtZgQ&GI-cMh
zXH-aSC>k;1{4uL>S&;mF(_nRa9r`|uzmCB$GR0V4X%cbslq|P;VMi}-iqr&X<Leda
zf{(rGThc7-<)0?h8vQ7r5_LBVHkbo#)D6v-2Db?k-8J|M{8RK2$xK9Ebm06|6Xi*w
zV+c0<boRrfYNH?OPqE+EuNR}%rp|zT>_PqQ1^Hnvvbgl<L9-yg_tJLSbv8J7#NYDk
zTLOdAIr7t~R73SSnFm@6%6YSC(_e{;?9<aDRQ7gQwqN2N>^B>)0Ey~P3SSWOWR_3h
zCyVEfyf^(g@j0Vxc{lLECw}6Fp8^-rj-VF^)zgSt9s=4qY0rMrwlz>nis-5^6yGv)
zjgPz6A^AFq{^ZG&p99e2{a_Ar+WPt@q+jf!^o9)M+Xe38#hqwB1AorEq|yd=u+;VG
zrv%3%Kac<*Ef6mOD8k>yCxb|5CS5HCKrCseNcjCGYQ1SqerhdmO_SKq%H|sFP_{L(
zRa^iAw5oue8HvgfnL<1eo9pB<sHv1%WCgx%n_#smCq{Ipln6qA&ySmI1kkXtD!mBz
zJF$Q@XDGBJlS>%+EpOcxy)$f)H>>iKHHA(#j_V`#5XX%eqZ$(?0464gMjGd`WE4{k
z!yhQR>wv4<5P||M3T+k1GC99^4oKIH#;KpsKl!a$#<yCL?UM+V(kP)%CrZ%mc;L1A
zFj>kFe3Rh?`G8s8kOVDvLN%o=l#&~yYDT|5&FI=bVkLGedX1q@-}Bu#dDW)ilBRmV
zcmoI3AS-DJVYRjh4Lf%KQqXP%VDnb|aEVGJ069Z`h!gL|Jj07COD#U2XqdPX1cAva
z3BoB|!ZJn<M<-K~ql}Dk*f`2Q-RKI%^+^=gixT_xVg0}D8uZDY!SWhT)L&#w(lE%r
z=)>XrsAPF&7iXvA<~yxWzzU$BW$62Vw*QpxDl%qK10_<F1ai%hoBkxU_Iy(OZjD_4
zYoQr73L+?~f%8!5Q3uK=&JHD2N}Z-7vSNwhgu`48PP}nGEPh&Qi_kkFKMSe0u_5z=
zCf|m!K0)jNK4cV;dmf7;Kb#9azd?-WQAUJvBdlX%J%`2xk`8y?n1dEfS1+WP1NOx7
z*a&{;IwDm#VVGgdm2344)h@44RhNCJs!8!<T7;E{6(uqv!8>YiPCD7?fAbZ+OfOCS
zX%UjNtxmL;Vl?7{hIe9|E-r$^gAXo(CISXLhguo+E4!eYz%(QeaGngPNFmI1QPkYR
zq>A(jE4t~78_mhX$A)Y;b-YEWvM4T2S#M(!AIan`0IZUlbO(LZyGJKnwDue7vjaQ#
zTC4#tdiV6CjEHpMU@fpgPF)i>wF?X?7eN9BMNCZ=HmTQLi5E3^3}6g~kR+$WD-i;e
zNF4ol-@gM&`ugy>_0y*MMyKK9(I25v;oc-2mteUXa0wzP+l5_oK<oKPVbq#XqCn0*
zx4Or}iDHH257r*5%sIR@q;(ovSM<M^z%#^0nQ%1!{B)tQD5tS@eB{i(4e;$GoY&tu
zbzoqAOEL^X^$?M(IsZ&<wba9ruRdx^ol%u0%{eC(5<@Lo*P&=0nI7en45)H#_Zi~!
zPvb(dMQ(#&45(z8y%#R=9>`lNk))=P0okxl!E7{egvxEpNuC>y>NC?bu%pEdfRcZ<
zqyZ|?T?2u}OwUhlvTm0UlTIdnVoFP|F%-5TpS<=TNfossV4Wt8xN(xR0rj5m{r)sg
z=@ZsKIakV8pfn?cNRW5(vE^Zw*07$i6Tj)HUCb8vuJaVMXVuj<&??$^dhK-nv$qsW
zkQGfuyU34GEm^_`W=_b@HNuJtP6JRaI~3vt5o8}2B}w>)FV-2WhMH_t?ux5yB$mW_
z>ZK6;M+U5Ch0me0SaL)UM7&swDVhfVBl1&Z*pE}JD1|h>ZemYBN+eNu(qwFI6c%Oa
zLe=u9I28jYNrvXmZv_K6g{6J|3aH`%UTCa<$bDhH^F}yiaCM(=Z9A2p5~BgemU&2b
z@rvp8DtZe3_Aq8n`{)I+LD0Qx4EpguM;QGP+k>x~L~33=m&QDhV>K5Vh2ur&h|_GS
zv?ir*_AF2$x#Eoxn*u2>4Wb#XM4yJfJW27rkiYr|{R-qQ4a3P^L3O;L9*YY%_=PFb
zXD-?`{0RV%B!ggi@wIAU%Ur<_j6=9xNvX42a1Q&KDQgNyDymxe)@VISp-RVbPCmH=
zXj$ilU3Zz2RlZ`-0eP3c*DL2nYf0gqBKgMYug@b)SX=0YFQ<X_nIl7M+8$x>M<q^A
zUqKO|R6=hDk0q>d4Fd^*<-Bj(J+QV~%T7xer`OllL930Lg61HL-JufQtaS+yO`jlt
zZmE2Rh+(f6voB^Ybxm5#_%l;%+GNtF=Na0iV@WF#KF+d&pnwRnZ7<tL0^sB!*B33#
zgfGt#&YmG{{p#)mU?v3P&w0ZnF?o)MR{Ztr*V<t{=EH_?4h^H`2Uvc3pDw(03FI3y
zV=Dd87VmI*w0zem=i)k<Cq>00iL<sbXy^FkNWHh0&F^OGa~Wo!lXg^k?xzP97>XmW
z^vKBQRY1jLmiqDsLd@W6ouCymK+#S(6=|x@9D50*L^}W%ptXEquR*Fz^3yjaKY{{+
zEu>uFMv25fVc`Un!I*n<L`W9437!S+^Z8#9ne{Hba7@=r1;HTY_QP&fU`&^@T=$um
z06K-_r^I>&`013%Q+jM?kK4xFkYKE2-u7Y#gVFktf1WY$H)#2c!HqzY^g$7TQdLYB
zx{gI3=1{+G@>k5)$eP;v>3-7ja4A1!Ot2JF`k;twF9~OkU*=t1VCjeRcFDI;8>ZH$
zw2q+ZrWuTiU0g<Ko}XstK+GI+MdI}%Eov?(dYYp0yEZ)wv2Dn07pgqO>&1>A9w_tB
zGC>f3J8Y9kkq2>5MBQJ?QXB<b)P#-!6V|*r`KvaSxYjyLr`QM3piP$ItEou=feb7@
z5XEVUBr|K~Ih{StmehDd*W8jv4NH*wpaKxwStFjCbF&~zFwzs~MH|9M<y|1w;$6p;
z7J#BW)0k<&s9K~T%eG8ls4Pe@loitszcEO<@BD=nmT+dyawe8YH^;*&I}+G_m?7h9
zK|Lshv2&7Z*<vd2K})U#?+nX6?PNXhsvq7EH{~TEG**OGlbpFYOqM(?;~$vYL`9;h
zzmO);q(O?R@zy?;@X}-aVNhr^_g;zaGMsJF#>3I^tP?IBZ2;kcG|nC4q%%g_oFQpN
z^|(GLQ-|tX(Qk7LWmJAfGSjZ(e*(&s;qr%zWjs{fN*x4SwUe83%~!A#v0@RVCE%<M
zA$hPW7;C4&#lu_QGQST1-k`S~^Kq~*#Ps(gV%QEOlSH0#nMUO|`X9=qG5Hgk)X?U?
z=&Y89i`@J1))kGkUKSL2-U2zcU_-MOxG#-Ev0Q^xT+CMhEZ3dK6n%PS9(-jepd|gL
zGQ4=_(%BpWbN)Slkm-2T=80BB&<`d{bo=VWCLLXIX+j&t$Hm}l@HUrCI<?n6;e537
zIZJ)5;tEbbmc93?cA{HQL2!C85%r312bE2yEcc7YNVv3p7hlcj1NpnG{(fnNadMv6
zS@=COxX!vhi$-!9h9vE#?=(*Z5jsDQfkK{Oycc9Rz#0;2!iUA}9ITP;b}C57NS6}n
zQkYgpF^$1g_97bDvcHCQ!z^;<KG5Z38UuG})@W^I^-QiXyAwaK9c(9*9h(fK{edZ`
zlyQ-C&Y<&=4K#cH2_WIGV<W~$RCWWb90sIQn31>3>G=i9ud5fg7p=g_Age7Ug%5d}
zHWwE<FGZAZe|v)lS<8f&UtPYaWrcmuirP+cMFnaiKND|+h$+w>#V9X?+d|sVw{sYg
z#<?J}#vQh1#`aI#q2}5n(+WEW%2KzKpEUwi{-QW$+}e#X678wR%U$UBSWQx5PV(i$
zyo|+(I>h|_tK!ElPpmD-Pje52Wsw*yNC|-OP*4g4hL?nr68H$J@SLznY@#$~PI!uH
zIL3Wg!C=qx<=4BkE?sC7?w|lCDp5V><VMrA(1Tq6t8{RSjo7DG%WIuh*hp|DmJh#G
zO^^e|c%A%AF0%#x*@q|L%^*KEfXRV_zSs-YpV4k^(8&5ty9|a#6hTtcFYqv)tk)^E
zspQX_Bo)P>1bXT5?dPx%zqwF{5+s-(8>WV;x83!zK|~w#l0}ZEr$|iJxV2<;N5Bf$
zS^fI9TE{$pfdcnBHr<H~&!Zts0^-DrWU!O)XG+6e=-cM&v*vRN=4Y#gl2JBbLXaXo
zBNMk4WhSBHD3R#QJGyj98Jf2be0%$oRBt(@Kj}E|jiVAP;~x<b4;KPClA<yu-#%YW
zqWA)b^TYzX)V1<6v0n?GMrP<5(04pOJD~LmZFI(>lg@6m%+-&o;CVTp=G!qZd(R-c
z$(#;MAjQm3q*dSP1?{#wV%~U(uP?80Y=TqMLddMt^*%fO(-6US;<R8CPP9MISIe1}
z`ZwMPd~c`4lnXC(VQKl`8u=+&<$HrXS!AMf8mqDw6j4tc1gI8{iV4K@!#BSX9BaUT
z#)jJvZBwm~3{6f+`1V@}x8Czz@#ME*|L$_eV0{NoLV(?p5z$a?GVRQ#<TRFqfs-PO
zZ+6z3D>aF%_?A||=qP*R`#b9uwsejBgz-2n&>$}zRv9}v#t%`sL~uYp8~2hKaEo>r
z*t-WA@-;=(mao7@)BlD^Rj9W7Uk>@3tlwT5&?Zg`s1etaIWoLMr=$9Ya6nR9XM_@<
zZ?!8eA9$K1eBXqDnMt3{xxf=E2s_6$^1~xbns#ZOcs^PC%|3~H8Nu_<*tRyxK9}`0
z37$}kbUN~$NoG!^RpB~L9RA{jzn`Fh1vvitHobe+*f@E;&L(U8XCVRhExLHhaJ#tp
zuxMv;P6tQ%3a~~Ht>}f0`g{c?<Gl_T)Aog-YPonAnVU`29t1&d;7|UN;za@xkVNkN
zBsR~Q6IhvQ7ouCpt@-yc;b*r1A!d5p<yu&|{6h##-y!#0c^w_wWrP?Q&GrVC0|QoS
zQ)gdQ`iTX%Q$FD&5Bxbx<M%7&r@Zl(Qn-}JdJR`^7Ahl9?Q`>|a3*pLRuA$PfQ3MG
z)AX2U<;<C<B3~bYBv~lagsal;9q6@Z;agFOz;7(xQd6N(hY|u+GDvY8@DK6~qkp5r
zcap|Ak@;yC*o@<&ATx&xDcmP32<Pgx`e*FA%n=>Uk-=|0SQguFKfj1cNa-FGkczgI
zs^yk{=Y*kRmKK=};@Y2zHv$&ui&oTLC&O)mOFWHJsqM;W8PGs%K=PK)AH8*~U<r^w
zhrN|s$eL3+tbgOuyDH!zxr@P9?Fxdzx^glgvMcuAq%127U&K6kLvyf1Pj5{F$NK4h
z#yV{l(Mo#<gw?tD=a>t#HVIS#z?C@@8Nb+&*k80z@s!4{ZM1%<wd2#wW3+?q9Juiz
zP|*6;&~x}OX$6OQ;+&IWNKp1YXEe{^vhg2R1A}u@JBy7ww{*^-rP_9yoj&JVsAIb4
znetAFfRt)L+$!&F`Y;1Qmv1Kd7z!c7CGWztlzGuIhzLOY;9Qzht;$stk45j5rs7-w
zP4M=LlrEbqt+@oFkG(t!K>i1@;h7@<7FW;?sjKB@zo}?gYT{mR_h>hWRKU-BaFD&9
z3UyPrp$=#(VmU!eo+u$fMR4L>Y#H6a?KS?7r3aCZ`u6P`YQgOtXa_J6jRVUMiuHLs
zPoYhs!lUN4DVb<?^99$jY$yS-Ulq#-9bWmK#)RZ+vLd+!f{S9`CkR8dW}K;ffF>Ha
zbF-x#Xsw|R($#T?-tYArC-bj)<I_U{Csk0K(i+n2#7Y!C{6gQKK_ey>$1D_c_*<2M
z%c=9G7<~#TIv)U5zfrAxzSw>8+`<{o&v>`%Ch|k%UHVwv41NH<%JvmJuQv8SvEX1Z
zo#R-;%xXP4euzZqz+Pylay9V{Z2H*YaL6E(Yfx=xE~bZ~S)555@Qag{W{oO<B_Ov$
ztynR}*%%J2+{ih@dIjBGF7ty_5S`vj6n@LAX8i<_@b^yE&P`8u8jpG}|D81Mfvo$)
zkk-k;<-@t9%jIePdbyDyF}9hXTFlaNGM1ms#%%5`?4phiyeN_dQj4lT8`HfD*ijQ6
zbO?fybe?s=o@!q~jnA0V&OfowTv~sBulzX93WCm;4UGgic}ARqR_HSU^YDBEa|=vv
z``V~_xFU&%3}zw4T0msQh9eGKY7>~pn=1+F+&FzP(<-q6DJAtZCTCv09W5AhL|Ni#
z$mz3K#4lX|GZfw}KOJBUnpoyZWX>-+_C&Gb!<pa{q*ygB9+@H3uZw1TeHj&)vi8zi
zGIki(>GZHs?mAHtnjX^Gms=z8?RGo3;rIXjUJQbwrsYv&mvJ^@Jc;%jj;aZ@`Hrw@
zXO%NPf89`iI_(Y7QKSo40$?Z3%o&23`?rPLV>9G+4A2Zl;&x9vfC{8Kw$wbk_j|n2
z+-4>&yWknsek+h1a<z1Rm}SV5^4{bz^|4(-E997<q-8#L<T+(GLG0Xi$sD~K$xo-$
zk^2~hWo!K4z+`@AqX*aPtrK>Nb|$T!(!6MxxpGafYfD}7%jObBA*xwq3Z{!1d%ff;
z+23owrF=WsEs#>)b51CE4c^ChJ21Jy^uuG+3M{pOM}7<CnqDpr5<hg^Tz)#?QWku8
z;+tdK?`s_{^TlElf3x=}-K^|Jwx|rOss2	g`E$R1OINYmFTVC>nZT%Of7bWz?En
z;*3eb8<zG-GDg;GZ<K&nEkvdC@?(QB3saJ}4l>q@{`o1*+Cn*a{uzG4QvAj(<tMOx
zPaJU<f0AgW!Oy^c<6Hpd3-ky_f3&tZ>DJ-O(d6Jb$-=3}4row$JJQh#5Oqm;UAWy?
z3H{DPUoS2mHxu?cWSPH<^2Ue0FQHjcL4-^6!CdQ!o0Mjw<pM^0GR0G5lotaF9SDEE
zR4gX)<8MZ6LbEE=i?$)%<tEBQJVW^u!$ccxD{gSnW^@CA<)Z;5;q`Hvplh{?YuqGb
z^eUe)=&Z4{<$e%m*W6zob}d{oDI)WQMrC*El?Lgw8%g-&{3q@`C4#<ZC1?`ojR_1T
zkFi$W`}`G@&+sPlgThVwe0O~hkR-BU=LDh2Va6in9_koh;j|HB(H=j^2JBvTnDp8)
ze{bd{(@DO?;IhzB?{CH=y&85U7@R1FtRU^y!<pEiJm&T+W*4|hINs${59n+Kx}Iv#
z!(v46M^;egy_?9-S{@Q^%sF9~@KkRTpuA{O;NH~)x+MOV*pi(1af%6}QtZE(9S?RV
zQhSVG*H?n3OBcImVS;9K%zj+1B~3x~6>d}<p-~qY&Fo{2g#Z*iSw^q7E-IPo0A{?;
zBKtkDZYw`gsgrn{5YP^<gK+HdR@fzcP#n4rJ=H{<GTnh=Dl@k#x>PJx!hxQA(eMBJ
zje)K8lz58w)6-MC>mfhIze+cvlj3%dFoFFb@`|%;Gw2k`sdiwl8@crEC-?hM)|5(w
zJc{)B2(e5)4MC=}p@3d=(fd#SJu7h1>}K-AmAKS!(;)&qCvZTYodtvBd%K-X0hTDq
z9}WjF-TARLvkWspt?kExlP3zyNv;vYQi1e)|5bOw)h5WFVN1`Hah2R9<fqwYVNUKv
zjnq^1I+T`S$<ccoDTPl!_N;@t3*g47W#T`wf=(g4IWZu4l^Z7hVj9>rs#q+b3c0bO
zc)5cWgD_SJKz#;X1k@|zcy^NXmxTeQstt#Y!mi`nzGrG^9eErGId%(20__r#Bp-(2
z{Hy1N=^@Seu;}_FgHF4K&DO7PzkX^`F>5kbzer|2CL2Pk@XJ54f=!Y56k^Hw5)a1(
zc)5^@sLZ8+7VMs$kUE2P*mIe3a`W>;7V>;nLAEOaZh_lC^>IeKp-UY!S?9w(PptMs
zvd;BJoomh(xCmJ<#*~}LBnQQZWzv%#g9ydP%NjX$oy<C69W`ZR__XzB<;Pj}X$ziG
zwJ(~>9kdfOiFpzh9VP!+n6L&=y#WBYI^(0}k&r>MF2752&T9+8T)u19$E-sMlePbk
zO|75#fzq#0!9P+mOHPJ6unuQI3ZrPzGjD?s6c=~PU%)|nll2GXM^bGiT;)l8?X}w!
zQEI_sNr+W7Rn90l((|P8G^5C^(^kHRS~xx&x7+O`SiAmOdYMpMd|d$^AlwExtwB1?
z0STNL6S%?v*h!OV{GkdN5;6xl2ZbL;>HYasTXx&{>&&&4`B2CZy1c~F$$mn#F&s7|
zONl5&LXc0JytlZftqUa1PlM8=>9-O2r8gY2GgrVoQ`MivAu)K;9soAFR?Y>@pwV<W
zijUf*N*+jlRLd?xYI8cD6pIOy>Faj=PWZz=E42T7`Ej80-3lGYa%GdbadKNT(!>b<
zTjFusiBuGuRB0cx%1ks@96k8C@vgZvd4uF(Cq`2m*|_djlbkY~*Jjf!5H@;T;Pf-c
zd?rBx+f|NwjeN6=#p&G@b1^PmL27fKAwN5sY{E7RF5h|v3@LpEV0>?0T$o3kH~F`(
zV%B~_R)rH)@b>#XkA6^$bYIER-@k%!#rP40rY6$4rDAseMXLEN(>@EJ<BF?1LIm-O
z4E|s2I|er<y-|m_F$?zx=7`?ezkKHM%)J~%Dl*6u7K`0<gD~NU$H3X^<RmP0I%~>k
z`a1IeXgZ6H&Y={FFiHg^8*g=unOpznQ^stP_~N^iMK(-;i=uvKvy`1fmoPfiX3Ms1
z+qP}nwr$(CZN6pOwr#tr?>Fl~uhrd2Cdn^Ia-Op{Sbwf`Fzx+vno`r`&^7!XJev`v
z|MdF^0YFCd7<q1UukV+byh7PGM`p+gx<Fp;s}VVAS>8A6#I!6?5OxoA=fDdFPTpB}
zd&@cpmEA5xI^9G*YLTe4_%u4l5c$jewz*(j?Q<e(DiU_k&qvZmP!<9J61+q(wq53}
z@v%76`JmWfMKCRya{gr^Nf0-j1{yeM5D^oVd32AS34t^5+$K5wBesi)jJtW-@vJ7-
zgefKwhdR9m#1=Ud!3<@Nvxd(q1nFdcoIU0qlChXz0CbMWdAQCP9;fiHevcgmzfG1Y
zgccc+Q9ZBbF>hU~Nt_&62q4GG3{k>*Gkv3i3&+BbE}wHz)3Hrx>$_QjQB@m@h`B}o
z1y?3s>w6jzu=6d%aAZx;c6aUj*V~<v;t40Qd7gHPV;bD^si;UInlMRp;MCg50iwSy
zEx)4n+`d_X3#rVe*PwYGhIbO2-tc1rO`Bax;{$ZctTPHMnjPz6OtG3T*>i7^xr41N
znD)L+G_X#ch3%nU9%*c8dsZ^18*-G8Sym{=JK!f9z){b+fSutvy1-yYbcwSh#k9DW
zlt<@(IxNBEJT(c1Q|L$Mg?EW^3tk1kg>)u-Xaf}~P|1^{PS;UJ%SZ>AbHH}WSH(j+
zI<ieT-vr7Q%-;hOIaqH3>h7@|ih%4LuABB;eFhc=p&Xyhc{dETHuwQ=tnJO<IN9wN
zkaVMd!xQslHxGS4k8%AOezmTzA4o7cQX?cR%*!e>NxHX&b1U4kX{f5Va&gH#O8#?3
z#@Y6gZsBVraYRU-+hlmrudlSFk`js*OmQ(#TR_@2PfV7O(rV^t@%9Q3GV49Q{o^r|
z2lfdbc5?jadv_|H@=)hNj{?~sIN|wCzf1E|>QO@op$k+J-E<uwLB97&><KVwtmn;<
zPfSd?dR$==>EUFV@lpz$UqjE!9H8;^lW=y|Wlud4>}AacWR5x|H0i#f=j336_$_qS
z@V05ruw;5W!>QWX=U$xoa;d%Ytzi`?jeR-eeP!X#x8J%gw?fc7-9vT>7j71IL=hgq
zXrZm<NN6oGNitTedB>;*AwqeF!JIkvRG{f;5+uai;-wH3_)ZZn#k0XNJx@yo78HO#
zjH(_I{(fnIGA4&@S>{}C%-$Hc3(-u>Jt9NoR`vfHy(e0>0X9QLMGRZc!&`HKM&kD3
zk5K0Odr;TuaY7y2ACvBEp>;(ge0FLg{9lkZDOk_Vdr6hB%JFPqci4<3tk|7H+SWd`
zm>lTAs61m#Q;rLFtv=lIEOfPt{JqNk6xVIoK<vPu7bcgEK0)V34@LIUqQ*xIi!U-4
zfqVcfZOT3FLIl&CL`^_~-`G@}FK(csV@I<VUfh@`LfyD?s&c2(8u34PB*;baC$Su>
z-7p|NvH_+hh-6C}39;@M){I#XOC<9sma~-Bp<a3?cCs1p7q!`hmJ>{E&@}I_IL><Z
z!!Lw+l;4Iv3+lIz#i#M-;1`))EUtSFr5T~bXBsV*C!S8W@Wk5(!v*J$2&qUd!9(Ng
z=xU*4ePU{yTu+7Q*JY#1)$70CF>3qQTCTLFnmw{BKAgS)ZlnfSz{)E7YRqqPp>ur&
z*h_0$_yqlq-yY{ZIpm;->l)(q8XnnTAbvTUxZaaZAB&TI4qFBS0m1_1xwoiS{hAS1
zugGw=lm!#8@^cZ4q&*~l!R%YC&@4rYBcfp1@VxCZ7MnC?Gw8eQ*JukMAa==g%CO>{
z_w-51>hsn8-yPUUZ5&miR&z}Z&f`#D#%ERSoU+TTn%L;?*Fh`Gh3D}9ltJ~X!}W_M
zN`s}FO)-)j&ww&!Q0Fj!7Gsi8K!6(UyGy!zO$y=#F?0~)<;eyaYPbTumbcehQj~dJ
ze=W>Z4!|`<RPHelI2clBnVmgT(r3dOIGM2UA8g7Pd)i29K*aw6s39I43}WsLwFvYJ
z#T8BWl30m^m1IFfIWgOPe;~mgMTq2>czo70yGV}*11nJ2v|5O4b&V2;V&8ovG16lj
zTO?W8G;oOBAPxzmAOXlpaP@LNLlxNNT&825W1B5*(KQo5G4{d-qftC?1$WGw;w;1`
zWIdx__CchhB~#IFLvcM10Vc`Up*ZPSDhSe|%}cUN)dq+gf<dT6m|s@Wj4+w|U`c{+
zB(#gwvSVPVf2j78<7aDLhRhhSnyLU}6ejW8sJw|re|AIcg$BW8*ya#I(V!=~ax@7k
zp&o;wN9gt*0q>|v)1#Zal0UFU!p?=tTLPCmYH9lU`H4|O<w&A1fuRsYN#+o9cG^zH
zCYzOo>fv8d;%J6wO_&Q@K>T$=Af;(>hEKmk!R_^jv(?i}urdSygTLmAx-0{vI{U<k
zBP7@X;FcdAA&52i5t94^9HEz5cFId?`T5k2&FEYij4PN~nYuS3ti?({pg4ce^Mvuz
zwskCU4@NF!ZZMJX!fEd&{4OtV$jq|uTda<YdG_%M*cIb4d`4`aiPy!2VT|&*7;bBV
z*5E{t{@AXbpf1tygq`TO<AmYTD~yWSmndzslY9{ju0e~8Dx2Dt!3jv@^5HjeBWya?
zu)O0+Cc1;Cvx!Pm26`AId5JoN)<DqL*UL<oCtBU9;S&l$)o$m|HV>+58W|ohbiGqV
zk7kKY2Nw?-k7gD7So$xU7vYWHCX9<(?{<a|L|QOE+b<e5Z`O!X*qCrf`qZxE!+GD0
zZE|6Y*pzaiL0-yu?6gH(3e6hg^n1h0sc80j7=7&jDsV)TzcjH^AsqVLc`l*(V4Q2D
zbH*>LT#kQYUkDt(9w1{Be0u?ygZk~m2*NPQ45b)-n&n~1oOT$vZ>hBkC(q_M3B8($
z9CNd!`yc&!ZgUtmJ3AyssNX;h5K+_CFuw-l>|%0c^UAwuq0b^P+ggYa6mmL@SaoB*
zYUy~v;h@rek-A*AgTf9CK8biZB2t0|m{HnGJSy)v$+q2^Qc%SK3ykDm*I>8}A-w2u
zmL&sjw^g!ZUy>&Fzb?_tkh(FGP#+n&VC#+iEX*%$w6jDtau;L6D_!0#=}kOuz;A2y
zQ=wwOqZAO1mWahdfin3jL!Ph~l!13g+Y>KDVLr`iP4{NNx4&LcvGW6x8<@QzOYO-+
zDl>&JBW@XKlpKF2zuATv8MqO{=;QE!LPc)gSkUSYC1HHZT^k;&=E!#<X;zZ*?ZW2Q
z<PW5-PQ9WcpI$iU?)s&v$R}iNN-Ne^04YGYxivF_DA|iIBAD>YA%+j7rwo|Mm47la
zNoo%&0NZZ+YDqrP6#b7~ib9OGmJ&?u6hRBnyLVbUA0Ho@O2Z?jSjZKt&=Un)TC?@L
zYnxI`vhhvqV>gPQvKluH!Lt33V~@%$XhQL9WT119Yv!S)Br^nw62bjgL9{$lA=u=P
z$u1r}s@~jYe$3>3ey7Bnur1DMLq%xWARy98a7tr_TAC5r1$gc@T*Z&o`TTz8y=2kU
zMpD^J-k9;TSOiSK!Yx|BI#{(X6x5UrpR-M?L@+%t>5ScI$KY^CF6pXhn?xOa%8k}&
zGO{VaS!zUcNdmF-uST;a9S98S(G?e^z8chOhp8XR3{zkKycogJUzC;k)EF)?l<4EL
zlb!^r2u2{<b|MPvbBb~|JH`*#j>jl77$7^5GoXeg#gcd`imhMmX0)A^ViJahYP(T1
zFEQ8qT>m3!P^}H#@6ayiYl~+AqR@sTXH$}NA=qTCbRY^WN)^Jh-2_P{Va}8u4=GwF
z1|Mb?w<JVY^F(6y;3wiSq(}t2ll@pz#@$`X*X9c(yw;I@WG-0qU$HVAo7h~6U@VpW
z7y+&9Q(gwHpqxB|;WPTj{^U$QMF2a178QTOFcg}`O2w4j4^rwR>{L}aW|}}mW53OE
zF1)$^QW@5mfwFdONtZr?JoOcTXBu%aS$@P#NV24YO9mh;z9Ye9k^Dqoz8a+JOG;C*
z{FC(p{;fLUPoDVrfRRE2)QB)cpQzYz=EiTVpf8p$AUh?;)`n89X-%oQ9}>VzX{4>J
z+;p6vyy~~+=|!5SEn|cXnUhE@NL+xclqg+~D$;`~ur57Tg=#JG0V`aMAqw9fc;Kg&
z@N6!mFsn@IJW-J;%Q)Hwaf(a?ot^1eZK-5$6ODxT>i<SwFOay?tLw>^q4bR2L=X+?
zMSH>eKs-5Zf2Nlj-Nd442IGl8Y>Fq^R=g{&ES6^Y@b1IM*y_wcpw{zp1e(K{eJoFF
zh0!35$WMVlLO7z}7lmw;Fa1PBmJ~MiJeod}*>pA(d;_@vbW0!bzWHH!6=er!P^M3H
zQf)=0GjW2c<F~&kQpjBh00(TGq7VpvBQB%PhaV@^kMlfD(ksBam4-z{)o_ZkFml1i
zI7cdJqs~3L@7P?-CT)`Q-^bUKdZPFYY|!RYy%X98&pR7Y0AIR-cEzrxB*Hb9f4aEb
zm%g2=9jlOdzOHLwD>7{vck=#7)$~<c@H(CM0?4fBN=D?!fK9AnmxVG95E&hMqYPnv
zoDh*jDl1W-xLsCjTppIQ;mUR0TdCd`R2RB$Qd@z=LNu8zFbjPf&dM&5Q?0**lZ>Rd
zz;SKZf#Da}CYBRM>Ll7dbp(>`cal}z1iGKrz`YbxAqQukrExTmHK+hW@J+jAQfYxy
zSWrJGoY*8hz6^J^BM(WN@b7*9g|=yWIoLV`g2f%x@AMHvpM_xtXcdx^!N`hZOGA!(
zCI^FvAl4b_h8+t4Z<KVBW0Jc;TDpHhk`+wpubMDRkXLzA#Ysvl2Yu6g?mr^dBQb}3
zh)dtD@7{$r*yRc~ai0TWigUEk+!WPahH+RveMZW2KE8dG?l<7#y$dJP8AJmhigT$f
zpWl@O>tIckQ6s3?NGh1pP$*8nC{<)uxuGI5Pdas-wZRJJ!T?6Fu#3w9gKgG;ChZ2`
zPRHE+y;g#P_}A}A{poW+IC&?86G*Feke>ToBC(l|$#zW}Lx(492#!m<NVhc$-W}Th
zZPLvVWh%jQE0l30T!M#atW>j^!y`LI%4#1u3j1!U6}H6G<5b?xuronpRtEDz`^csi
zu22GTgAv`WluSAUBwfthH*U1ZIpCgqdj?9@c}r<#XOrl3e)<&UCZ|OuwaTqus0Kn%
zKAq<hN%sz^9W#CmU<><(t&_kQF~o4TZ6J#7xhk2_u+dUYK_}+E2IM<tRkDPm^4ck?
znVlYlVH+10X1Mv3pws0lkUf<AK{)eH?)}$ULd|B^ebl=g#JMiDvt4|nbwM9AQo<m1
z3LW~O07et(<BdOUidtikimwVv_a-amSoRN`*M`<Bl?t^GKN48v)KBhR-X(+hbcf_t
zN&kr`po1c<#ng-#hnu;~%5kQVMsjgc)ud+l*MI;~3+!cAIQWrt6xE*9$bwV-&iN_0
z!Eruo2R3rVu4|Lfg1<zNyP~}^F7`dmUf|_<H0s;qWK1G$RMFI^#FjSbU$7Cp)0>=l
zja3E-8zR*dS)uO3I@1xK0|&mmy~)sq+~zaJ4pyi67{G2)M$;1vl)ZEmyM)d7F-i6m
zp=_^Xu$>Gnp*2k;OGn`4(c<<!ebXreSj}Nzg9+`iO3%H8Y^-jQFFCHj!WJ718Nt3{
z9b+US{Ir@6%=~|xb5&eN{Ya}=x%>+6Htrn%Q%TQxuwVoul^HNx2r&qi1L=O$75C7L
z%&$pL8^m|y>9Z~bm4NaZ%3<JwaY>8ph;1P1X;JOz!CtACqgLoU=(-}OxrZF?s#NjQ
znrb$SCdw9*i)JP7fhL+q5!X=!i}~D45@_iRg<N(6yf&1`N>FZ~aF`dv&ew2$ohxOo
zgoxmdR|&)t#h_3??Elbp)U^z8ZZs3g|0G+qLBQlzJksRMFFnHHX@oR>t(n0OOlErz
zf$S#a_1xMN-h-3zN@be%N&Y=Af+BZXWBf9Ug<RQK(<Ac=^&B|zfUlx;Hu=gPHTY+s
z{on-1P5JU!0H|vFS&@mG%r!sly>7Y)(a>O#spbzW(a~Kl=}R}<`_LWCEti;b%^+J-
z{=iiVq4#r3(c4kWDlpVbChzJhOJedClZC&Qs!fHSWYbETmR(LQsJ1hE7IRfUvrIU2
z<R;Lr3uo%pz?8YyzP+<)&d?#Ox<ojl&vzsL!&(fhDTOjdjr)<P7Vv8CU!g8UrVHna
zu(YY}SZzouN2Wm$PNi*5RpRqM1=6*3CJ%i8QzRk#1T9{1I$V^P>YL1NO=yoU&-4-f
zdYPYgGD2TC!%|KVGrhDq)E~?NDlrXV4%}?Y5+Uk)VCRQZurmscQl_Q4G79RI+IU7=
zgn#g}?ne8-*ea#f%^~eG30D5m#YQ?HX<v=SgbVeAY3*zRjpORk!Xi}t%b*eDB|5t^
zhYajg@C{v=j7NcTO~Pd(yVoKW;j(a#88DELWrZS%{h~N15R+R>+hV=A@3G*N>*~?`
z!K?y`!JtW<!yt=xD||}<L;03zGSoLG-;R@F|ALm^1$)XAZ7%Rj(mIx!SAX`;STC7L
zG5S}k6T0SNors?@WhrLW_^Y)2P+J<-;5xsXMD3iv5pHdJm-}$TaQL$%SK#y!w{`ho
z)DXh+Whv>rtjNjZjEsA&Cq~LF)a+yU_u-z)V_FNsx|P4dek#ZNK#`yX=Fsv};WP~Z
zztor5^ATY>DqSaPyF{K3Rz*cyN?ur473Ns5&wwRR!Vwf#E{MK0JV}iAaSYAr+<Ff@
zvJ(kmSZAs-sIAj`Q(PwqkC)<9yB_z0ABB?SX1L#{cy;7|YJwENm{QR`pQLw8iG<=e
zcsziZ#3DL>kw6?oY(m~^@UW96m^fhzfpeeqA4?q|6AEtySE0R$-N+4CVc3vV>#xPs
z?)7SjdbAS!FFgC5MTNv>v73In@GJ{^wF!>wcD=BvO|1h~zZ+GNvm#yGe3qG6US7UN
zk<_0l|K~v*txB;`{ZXdQ!Uy#J>>&_iT|gxoYm8HZ;eGuAT77q`)Wa3<;-z^;NP>!B
z6g5<?n4%X0S51k9fFVS`*386>N-B(mE-hRDzfkT)UFNHXw(tyBRgM&$T=Lh?6J`co
zbEbgwFO^ccq_0c7X!r4QmZIVDgtD@}?a{2*$LN;cst3eyIsfsXUK@tf8Rk^K?r3|>
zcjy1Mey-O3fJG3?i~kQkl>ZTy*c(|v@$eAP|G)WA#GMR1|6hbC|KAFf|2!%j1blo@
z&Mr=-hPF^1IoCa|I;c~B{J&h`VjzN)17g<zq60wC(MXCyQh*n77q|b7G&<47hA!^9
zw@cM}+OOOVXA6bBySJXcudkygFCLET+1Xh>_e0gEEX{zw;{Sab4(B_)*o-9kV~_aD
zt6IhaPIglLvBmr)t!^TV#8*?0CZFwzJ?<fp-i1_89feKft+)Q|jsADwerg;f0a(^b
z;Pn1Kd&K%HWvA;p=HK?jZz|cPml&vZ77x5u@E?a2+k$*0)!<<GyQ5$BgdZr|Y7Q(*
zTNC#IX9CeLIY}k0Q&O=_OlRG|+Dhrwl@QNAxL*9F;Sl>hZ>~$95pw<A)%?>!aX^Hq
z!hFxL!L*99IP76-=F2`1C!eepS)ZC3|FXI#hiETfe<O`8BZG#PvfPGe2M<@fr!S3p
zX@m)zKeSm#iGuWwW;6<OFI3k#C40G&a<NQP7Bttpg52?PT3;6O>pXsi++JkJzdtL$
zv^aSEYPEWVJ74<Y$8?hqH7_S}=+6n0(p((AV;vx|kor%W&~*Gh@Lz3(v66n|LFlar
zqtWMdDl=a&yU*ui>54C5%pVfr?#rgED}60!JAY`SttY>^J`h(3$5(utZwm1Kw=bZA
zJP*~cN!797G@6&f3k&lDU(8KS+^fo|TKsJQo9KDX?;Xk?_djf7K@Bxw6uFB9ISeiQ
zqFWhGr7By0FRYx1b<B9>PA;lv^~XV&TI1*mofn5OJQlgC>^%OEEYZM%X3{EuM2V`Y
z$6x>8tv!1_neE%;(^lP5hAHC6RY;bIN6gLGOU<k&yk6L(ig9iIDCM=1-~$u}An#ld
zEWb-^+yA-jd9|qdZLfCb@6D8^R;X#9(NyDP-Vu(BQ>0e@%pJySx%BTS%SQ09ZO<$Q
zaKe_B4&QJqf>hQlwwnJF{m~+8JD6go-k)|mB}caRU^`F_lq%$tEJY7()tU5K!b5(8
z*M%OLSZv(y3Zt=WEQ~MzmvqA)?LQZ2SRRg=4m942Zq%KQU;g#z1R5R;Fs}1o*v=*P
zB=@HLQl%)cBQ>bm3rkWToB=(N<D*2mj=L8rCLbDr<|PqF&0u`nAC136vH<@gt>Q=L
zeR}#E3%n#J{H2V#*V}>@E$qC``CDAwrjH3+;MQkJJNFB-P-OP!0w9~-0nd%k;dzp7
zzPF?F0>h+H0*S1lh}@5j&b&_6j+JhH_y#`={?*n<f?aJH-eOeC)TcCeU^v|Nns&-X
z+n^3!qL=Ws+0Ndm^`Bi!F=t=l%!j46kn>98@eCk43CUbT<0+ypG6AT_os5%%o&bx`
zW*xIsMaQrbHYn&Y&~jJFui<-`TWfWIjnk>cFe!2wRVOu4zCD6&eNg}X{wlY~UMuy!
z#&j3u>Ezj7*)5StFkT?uL+603hjaV->fSA~$Vm$hV28u+X!_J}dFRVCcT7M}@Ud}n
zdVrtN_@qAypSxVd1>7pwFcW4#lr|7tHYr+r`MVDp7Hi#~YQxLx3;IMhB^2+#Cb<m0
z(#sx$b?-sqmvY-`M~O#T#Qo2%`bSfFZ)(+#*tT02g69$gFnr2TV+C6Rm@1TB72L)j
zg`ciAIGOsCvy8&#D8y?8AV-~E4->r}9^HtiAIa~2uu-q9JpNU*7Uj=E5=Q>t^^I4(
z{7q-(>YY|PzFC#0gJ)11?K#3Q?M`)GLaD{lgEk!1^SPIX(*T;uZIrk`R`xi5B>%by
z5)cz>EGcb{dyo<!mV+NBI-xD|$pu{m!K9%Ph=PX3-Cp<As(Tq|nx8ZMBNdOB?(4^Q
zY=t?yb0BJkBE!R6Z)`#$K;hRgM9(KC06XS@_Es*Z;CBdC2CmvS`9nDtJqQ$WX=$ve
zGNjuo(ddAdD%?ntP5noIZUh)RwE{pO+%C=Gc8r$BBNv{Aor@9~YdtB%ORTDZYETvG
z^3|TmKoblPoRa>!><P%FGgL^u_GTiS41ic2)*p#qy>M6U5}Lpz>xz-wdi+bq$K7Iq
zCF2@sz^gdCRUZbvRH!gj1uYjzeceRP0yR2jC%HnOJE5RWhzuYHcl)8}&JMg=LnjVS
z?f$1`O#xpv=oS{N9`@iYQm4bu%OA-vEt{sNvJ&CuegH#&Hw%EZvNec{ys<6l@0*lk
zu4lVFD<gh-2-Kl%_>-)8#Fv;&aB*lQFNh(4-K{cS&ezUgp^^{fbTxpsILB5%RKRX5
zz+u@}aOPv^74p%qrY)VeEs#2p$b6hE!d`~?4RkJa0g4G7<7th8Cz*=>r&qx%cMu0G
zp*LYZ!7E`Rxg5eU<VW#Y9ac3TsQF854+9~(j?F;_2V1E0^!OnWCNxHf&9C84;7}`<
zx1bj>rO%u(rvNV&9POb3NE4(2U>7lAiwCFU8^^;B-3X6~;zidfP+@X&+Z&?DO8HWd
zzfD12z=`29GXpV@&-8%}2HhAX?B66x_$^h9`j`2^62-J8-p_2`2m}LRwnSJ^t%9)T
zSvw81%&TAmQTO(p*s;2&+esg4C$^z;D{s~4DQIIA1-erSVJf=Te6*cw2#IRPD`Zz2
zoBn9%zp%^i;Dpo`FqG#Dhlp?cyimWIm|GN~3bq!TmiU*+a3{tHvmmu7$OHd`_vp@O
zFLISF&1?_u52^eFA&zTh@lBSar<J$UVZ4xkt;^xCjUBM~27(ZWOfo?~a~U^8&u@qP
z$4NSh`=SG{24iTzPBEz#2l|2Ku?0tvqVaxzpD(RL`bGgD79<sj^s{%j0h6l!W}bNK
zsn<T0ceKFTND}{orY!9bksZIH*>Ftr9y>!J(-S4QFx;iQh`Pdol9j9{g`hyjLLc`M
z8gTtW^4e$k0PN$XYW~S~vqJt*>3jIXovI1J2^O;)ara}uG=U(2F*1?UA<yM`c}*zU
zBf=-#0Bq4w<rJDPpYjA<Pqo)hDH3)`coXuf5+hR1FRE5ANRGVrEy#{xAT_35^SNGB
z`XE5?{Kw%O*crRWR&>e-vK2aWmcPD`^72k2=#8>_3$+D7l(+N~LO@R#eO=D^pc~bn
zyA(n2J?rDlX_e@^vqS^1l3j~9gP?s0qoA_JL}g0gTsn!&XVK=|xV9g{?}QlqHwlX=
zxF*CAN*HR^hE6QVe}O9Kp_c~-*!RL&COE%r5m)Vxu!e6EL?r0LiQ9GKGW%)JzNJH6
zhcGN{;P3bRl0Ao*!ZLacTW0I;yAA=@s0*?XG#TYU8ohl?jUYUu53uB8El)MHE9{T_
zjVjpR4^pIRj{Z~^Y#SI&)m}V2VU95`U$Agg`_fb(ivV6kh|*24Sc_?>dl}p{p7(;5
z-8wiQFfK~Ir;aPu2Up%6OiU^`S&-l{2FV!b#|qb5!BE-!&M79U9Q7fH=*Ih+AEQDl
zQSi<C-g**?2X-%l%lQG}z6$dpS$Uohc|mOGZW+J=EyX2x9T9AC527r7^X_x_;~m4#
zDPeq)EGNO*5i+Oe^Ht<2`+iKK=PaRNi71JXrBFYxMl1gxQ~QNT3ht$WlWX^>sdF`~
zvdUc=U~Mm0f2fo-?;?UL!0ZYnfK$8xg)!WW1&r+kCprh9Gal<Jf-lj+ipMJO=9c=9
zbOP{mtyx~Af%Rc5hI#l(e9v)G)FQ}CqY&7UsBRVHq3rR>FGJOt5HQs&5G1qaF2zjc
zXlgSZFjybL{B}Yhtq;8K-dEMSO!Qp>-20~r%{DsZ1ofPvuV?@fjo0IuD$+v`@+?A#
zmVw^KF|5NElBt<2uwkf+9vU~o+IwB#5l=8<m}o*3CR>#-ZONbgfia`QBXLqgN%baV
z_)`;1>V(A?-2@|*re7Wjd~V;^AKu5L4mxXSbDK;x1eX!&ujqcMn~+72-Wv+1+gK+k
zG8uvXI{4n%Y=#PrIh~wu_E9iBH{$wM{yZ%*j_n-Qn4)&tlb{}IAthsEnDvGDamPBe
z?miiGg!;~M+)kKAa03}5mx?%qf{q&PPxl?rC#Kpx0$e%}XmPunMpgAVj;ZOIH%G_M
z23^Ga!xF@gpAxHS80x^B>ZDfdv@PU3a}~}xciEv&+{fSZ#OV;lq>)vAHl(MDg3wiT
zFZFyR(Q?wjwTWcKnz@DsDz_xN8Mz=9JjaE^Exq%nwz&=`JfR`07r!7Hk!WNnsFd7(
zvSm+5O*h;9^%ka!-3;xjB~fouV@#9mlsT0H+s#L+w-MKjXXy$C#(Fw}jbgv%bPC+l
zHKcF3j-AhF=fKQf1;91VN8>hT0x;Z(t-2qqWNM>unDo-0+$Ra8J2CNw6kf7H9=as?
zLeDWRh@(D=Ao%R=^(HM`WZ%|=9_1}x%4e&{(MgMh(&p%U`Ibopu~uPPk4ynLJBA>K
z@TQ(-C|Qy6>(h7XDcX}Pt6tL(%uopcx;yQMH^NkR=jU5j_1w-(hqi$SB+G<C2}U<i
z%S@@Cgq&ed{cidW`zH_aie^oKjE4GzP6xF+f&(yFJ(yosH6akUp`ad?D$}ZLIe6Ic
zKJQZ4glwx<Zd(sbnhj`3Pq@}fUjte%P9Y9|Pz2e$-~RmW?(C#<zi-4oJd?THM~R@a
zzSPi-?B#fTg4&W3Y8agya%nkh)nIj7<mN0Krx)?iv6%q6%>)v)7B-OpX^s9w$3SxM
zk4Y2AB{MHC#7l}<nOz1Ju$q-__yZyN6rfb;+?FbOtGy`1gZ0Jf`0H8O+%aD#VvJ7)
z+C@8brEA~ykJfKhCu@<19n(5E3Ql6@PLXHFU3#D^iGUWK!w7=2DYErcRWigBnOd64
zf_!=^^+8)+1Vrl2p@rzdKU)>%mr1=|h_^);o|+ZYg~p2C`|Cu!(;HJDlbJ63hD6b}
z;-ztJt_UO7RAz`3RT5c0iP2c_ixr8pF#}fKPflKdUeK|^;dnd@KxoHt${xPaYdrCT
zvr*wh&*Mv3zp}jDZfH<~<N6<u<f?Gm`#oXLe-)0}KNDUFj)yD{2=M|~Ei@v;0*@Q#
zEQ__~ln}e6?N5H%`(%^PxDGmbVm85v=Nhn+%I$vCxq!WB#rg~X1S6f@OV^e4j`=;v
z-cN(0qz!=VJ?Bmu-pdGjY*8~)Pcu9{&#;8)2|~MmKI#bdJ(RNR8X*MNi(%z|RWdwZ
zW={zou(1wMPN;=Bro@63Wt|9(-=3&ovY3|D4w|w9qt-9^P7dxY6&#EuRDsN|S5_%5
zbdW!H2f>F~ZI3e^OreB$MLbRL1HDTCWzf%V<OVzb3xV@QQW1vTOD%ikXyVB5ncb)b
zu9aEsfvI>8vS!Nlz_`C-!e@j@?~@CY9*$AXydgDvk_c9YV6FxWHhs!8{37UG+iIU5
zGU@5TA8%;F9)*S!-ZWC#NVa*Xrvo3xG5kc5!hR13<~3lWQP<#kF{liv<n=DXRn4;E
zc@to}un#%4FG-D1jG3h&X4MEy)490tSDOUFWE><ZaesDJ`)S%Bgj#G};#zFL&(}_T
zX}50jY3*|MMpN00{_*C*H~)FEn#aYV0yD9ZIVvy;jXPgd`?0_BtqOs)^q1kRq+EjA
z$m#l5<!}tFpl^Um1B_gjQBJb4cKe}DytSjaPEqALf3LA>#)DjX6h!HR?xWb-zNLot
zvIg*Xr4W)Hm{!0yHVuE0?Gvku*!pDTV_X6}X~7ZWGqL9hTC+}500F-d+_7<(30v8j
zi06WoS1eIl@Do({<~@D0G+EV`?G}tZ2rNMl3IeL1d1@#bO{$?z2;_PWH*XJnWqNd|
zi|}mV1=iwpE+h_XWh2_BG_iiiS^7lagVs;Wk<P$Bm^=A?N-fft?nf6sMnwXI+}(5*
zyS;2bV_wsco{#W@zEb`x8_oqgKe;q;7_^G?yrUe!7lt3<FKx&6E8Pifpk)C&q3%93
z>>-p|-A;-Bd!k$})oBA}Mef^k>&x+Z^CJ24-nv@qlS-%5{a(K>hj_V2s?)?2k$ym1
zLvly@RbSZ`>RDG0sY*?CCe+~La(xQRGkc%OiIehiF1NNRIYAn>gi?%ey#FtA9xDMr
z@@0U`YRe|9rZHktn6zBUGeHTECb|xgiNS*Rd#UiTgZ6<<9Wsq>4~5#w2tsBIks}%@
zoK6y(8XHik+%~@^j1Q!sEML`~ZEBib5osN2AG$;S)6#QUx>t`$>o?_={|2F`T%V2D
z{)IWJe_onnz4aK<z%sMrpQYrMI!~{-;eUL33yW>7IH32yW*2++P0_zw0#W&SL5Z#K
z7nvpNG-slqXtoRvm`h+4*swAv`?6IWi>hLDG&XcMXy5A46lS9+MIr!d4F!sE#}MfS
zjHa3bW9A<aG!F@b%KRdCo8Q$m5ZL+G7KaKdZ4+-Fx8brM^IV!07CXGfN7O(^F5L42
zHLC9@x7Jiuk@ddq?mSsNSSL#!D+}A+tzmG8d$^`Q*s{0|8a-WCyXp|=S^8S>1(A3F
zN|*r9#0n6UxH#LNtF2DoX4#a&8N)4(Hm(=6%oj$4OIyPD^(hy|+AheTm@;jTCO%5)
zXud_wt8wsmFf}$F2my2S*fTrP=k0R+JQ=<5^sg?=1IyVjENE<l|NOiB?oEq#!gkHL
z7kS`qYZ{&#e<N$#X>3dBrqaS6Qb-o$;jCBqElq_hfp?oDjD;Ha)O27_eEioTRso0%
zo8P2KNvMa=iRatzT4o@yyI*~|{!elTU?v3!-HwoD)-J!kJiuvyY{ooGAW@-${PlHD
zY=-a1KqHW5q(r8kNS<g^K-Q_+z}A}WG>38F1wWFUvvjwB#ICcwTK=-M-YSmm!92lk
zSo$dtTpZy6s$xidCuN>S2TIy|j#uDc6hyGQ;MO$h+b8oyxUzv@7#<CNw>?O$RStZ1
z^`QBKx?}LVOG>{JzN8@XS#t)d<6Dh+MC;kZ<W^{N-N%ozuHe<mDvzm46LEcA-3yT6
z-8O+{(R<ywt$ym7bdZM-h<v}MC|55JLGL!Rm(aG|dv3Az%wFfg&;zk6Xl%qo!#XOy
z|3;Q`5Qp^V7L8PF`EgYMZ)K<+MYLejMncY%J}m^(L`thBXHkJejw{c1oyqnrk^CO7
zp#<9@B1*`YUxo<kr)xW~z4E@MSO2uZ)a|?b@RTcpi>%Gv5))g7-cUw;U)P1tHs|b)
zgn2Io{^Nl&zF-bu0y~o`u;QXupPgxxpStyAx0Lmy(xY2m{OCouGcUDUuR3V>-EeV2
zt&)@0q%)ZkHM=lpoV10?ny{@mjyU{GXKRvDE8l7oOGaDlSuxsu_Avo|?4^y=eJy25
z3z5sPJ23ZoI(bn(nA$1MGo8N<`GU%i*{n38s929gGN6EE<1?0WJ-vv2AX(M>BfNZW
zdCfFASHhwD%eP6!?@co9UsDNudlqET<}=Bq+Nc;&R=NVZq}+*s8zMZt@yEziN&Ly8
zGwr?{P^8Xtzg&!DHPR1Frw7Dw7wvq2Hd<Yk^o$_}aCbz0xQ@5$E2{i8LRpFx;7GkS
zSpe)U7q|lm2E4>wxF(>o;nk8ye9y8k4PwxL4W+^KRdFZuef&O(g;wvgAbs0g9)KDr
zjqlU>6~Q1Sz!ivq>-1f{xKl^F=g!==bv!;&IN1X6@-7g1mt&>lRcD?h$_Qx$qroly
zd?|YD_yL{ZmhstjM0H5QpB}a_zY%s-`siLBB_w9k=1oh2IaGu3Ce+<d=jMN;m<Byz
z86qHQJ>8v-&k4kwIi}|JD?RtJLE%$(s1D5kR{eeJSVzbV|FNl|s|_UCD)N@QKn{!0
z1OXD=-3MJOKND@XLmtBWUC>mD8v6R9RQ4y;WrwaZx5Vf0sD{5(RU)-K?lAQ*pg*pN
zAu!EDa5SRiUL;w~FRQRGe;uXE$zufi#}%(;-T<6RtnBA4<ac~_^Sl@Rn>zy_i#5iA
z{RxWq`e~Wt@ykWF48#>Is?!IG%8saiY)+;Xe5Y{~1n$5I_T%^H^!m{>iT)4D{bj3O
zkhA5fSR9c*^@N!?!@)Tjo+RLN(ZKJd@9gPUyVW@j8^biw{&Z2Q%!M<wiP)?cyl(no
zcW;T2;VEE~NQmE4BL4Fof%s18SY*0sL<IKo3%4Wn^H4_M<#|(wvVK&MwthMQpRA>}
zwgcNACVfJ)cjcE{p*M>1Rdh6*ZFf>XoX?qNR>v;4!7#A>)$^t0jrE7X`qfeVzC$bC
zr{3NFQ$kSGK5YmV?{MC%X3ZS0cDQv!ivLGa1;x&IN-?n5R2S^cSn}cNu3Mw<mngxD
zS7t;ErcU0$0=G^tMOTW(s2Wv-gjRXIK>X$ZY*!VN_NbzO)Xc90?(-7ZC`m~~;On(Q
zT8=If4g{PoI;K-dN7UBiN*6)6%D7PI4ee1(rnexzPRR<E=i_|ov*>1^wctGPz8a&R
zPJ8m>6=7fU^WN#izh0iPd$F<Vkc&@tnYQQm(=>R9(}M7(C@-@Im_{2hG0n{l%BBZd
z>4ytqWxGYm^PfSDSM9Bo&N*01(MU!L$kg>Fv{p*mp!3sD5n>((&_A=>S~rwm$s!2D
zOnSBPcuue;omFi9o$ey?MN8LvbLI8XC~xzr$;q=k?x+G3;Z{R<Mw1kb9r7c1PkkEP
zjLj2o>PZPc`Z|afhvKUaSr~#+FKb3IX(dxD9oG{6*`Jv*Zrn)o(g=>tl0=xXdp?uY
z?r|H{#T!+L9-T2~ko|X~S$`0EBC_<~Z_-4Sj8No3THAsvYM3H%NWkpHjfz`lKU7WI
z?97YqC@(Z4{GR+zGHKj81Ve9c80Dq$VgGcB7UI3?7wRrC6Bi9s5}TNIPluHUE8p=&
zr6>`#b)>vM?4ZA_4@6#z4q@ewjYic#SPShf!Qw@-Yu33{12xcOtK<(U9i?wK__a48
z#O&(H$a6OTK1BA0jkge!1KNe%5Gu?x8oT%~r=zVHe~o3!gz-g5x5V1}AxosEU%n))
zhg}PmoVvdWlvKRlhkV%%^B+fl9>VqUL(bn$mDsn`VscxaKx>d?v@$<pJev;Y@ZH^g
zYRAnG^(BF0yI$S7;f@}~g@MTG4|(UMC4om^oT1#IzUdN2bKLA8d1RN)gm%8xtO^|k
zoVz^5W1*;9gh-;Xp~>HvNe`Gxr=gVBx6h+W(E_GSB93U#c?v*g)4K*Be)}Fi{50o1
z<_lBTa#anheS~^48bbTj&gP-rE++ydVQy5mtZEZM9e%GPGU{AB?^Di9o`=hC=e4m)
z4?S*y6awsLI7<gx5*E-j?B~%TpvK0H_>#5kj|hK(cOJc*r*nN77@c|Zxtx>Ouc
zoMrV>6ADAOT<(%sFLrZO*HxMaEQRoA@joL*UgY34RbR5e@$&d0R0M4a_sZU0pIyWv
zG!rMEy5Xt`J8epAkEE3UtaqsG`cJYxDxUT|MhA>c5A|BfqBzYW=~%s+jxmD|VfP8^
z54**qAd)^ai}GWxlt6~&U&VLjIfnyxcff>T+%>lB2DkE#6UIq?jW$AMDNlon_ao0}
z+uA&>EB2nqm;#NQp4`;wZbtuodHX&Lrk}wdXQ!=~$QbgkzrSc2tIVhK6}bn}CW1pU
zqkdv}UpnjS^z&8sDwU873tjju0%%)0Cjj<H%!;~vYy1qYT!)om%MX}gU)_bod{ZAz
zX-A*OwfBul1E)_}ehC6EFy;QiERa*JCw4?eTKltc{u!XySm;SCa7ewF<3;-4sa5-?
zY{M!$O+YC;l{Mf<Ol{&?`d<gpsh>0yOlvB_f|Cy*)gvFT6YS~{?53s;WT{CxU+NG=
zo^d-GVo&$V=RnZ{r`8X@?O}Y-d-M`hQOLaZA;#X<q#Z@QG%5G{7U#V?<(VDu(=lej
zKyPQ&lEL`O_5P%Un0L12v7s7v8A$Pc0G$>ZSOVc)@w|&2p3R)*s2ND`YhFQDd*_-7
zB&H5pCGgmB64A$BHP-ClFsSku-k`;behj&pSFGg<ZclaEM06gYJv-$!Jl&Tnn9Syh
zTfv_)`V6!meqj;J!E{-ATk>AImF6QMPczn2Z?GOx)`%7&ubZGU+Zy`1(ZX9t0`T&F
zFpOPKEB=6&L}`Bthm(~t%yv+P#_YnFR1UM%;pJkkdaR~&-G~fj_%7k;HV@$nnObuD
zQBU7ktCnV)hUrI|+-I*D9kwRj&^-j$Sv`Di|L%KK`t7*(n3~VXw5E_K+WCzn#3?N?
z9)eP&!I~)t7DF<MenBDJsC!c2*-{P~3t*ApJ4*4m0ir`<yOG#p)2Gi5#3++L@vf}W
zpymi>Mfsu+vcc)W5%uPEgWix)#nU7B!`4L_rcQaut@>cT!8FSL^MlnzJ&-yY`EIyU
zb)8WbM~dI16=&S|5S|Za;k447RCQe5pea-T9{w2VmfGRvVPxfHWL$K*n>I|Rh?U4U
zuUmHp=*gJ4?;>g4K15DtN=6pWd5sv1w-h97#kk0aOH}PX`otAWxcPp?j0aRR6Re!3
z-(^CR?G!=yM}%UM75)QX8W4Y5!zH(#T#IW)^JDD}VlNp|om`mWt+@5~XprF@?@@Lw
zjKFU_jGyd4p5YOshjMb>k|_1G-ZDI|2yOH_6sr;Da`tyJLGY60@e<4N!!KLx%vL>p
zF%z`xi$IS2Wc)^$yX~>#9ypFDR(~csjryl8lLD7C67RP<B$;J-hM3pj=E7Af;QM*v
z{FUyaK<H3@Suc{#I2IfRd=?1HZ19k5lE#>MR<8^tIQ}QZ)=MBR2f$Xn08NV9!>NtM
zX_y;<hZ5mr_A8_bZZaQFdC{bHx0Jo`%Rj=rsn_!Y-F%*XfrV8AkKt(Q3N5@^&G}vd
z#Vr)%-^&${+A{sPG?8rFH^bQe=h{*{p+<al_TB@GS>eT(w@_!Z&n?tmqiY}uk}NLo
z_}_zYTOQhZVDl{o*<A9kmo0H<o%e*?{X4>jwaGusU#J16hIZf=E>mJ3f7YtCyR7$J
zCNAH02UVlN`WCl1q_9Le6}mqo&(<t-uB`j#--gR~gpzW0{?XhAqaR~5grJ!{z83k6
zu-SV<wW{)9MDelW!*_87@ies!zV^r6f0>bFodPkNiZV3EhjZW@GOSGPQSHmI*N?3^
zHQo)Y<6j7VeZ^ri1(?gZB#F;DFiTscJLvA|NdOa{icUEzf{df*W>7M?D~#f0(%&S-
zrpy-yx)z=v9(unq4oyw_K17VE)VHg5U(Y~VBL)M!1AH)g$8z$AW$f2B;Q^CyXoN~|
zGybK(6xDLHs=?nD7%9@$Gtc`_;E=PrMzVfQ_bMDKHaD3#Zj)wL9e;+={5Rll@74fb
z+t>b!Lx+TAT&GN@7^g${l_yO6Z#2^;6!%8vkaxz88GO}A1*K*ME}~$o0ghZ&+upQ%
zQ-GldwaW#?jkYe3>-1ezzn^UV^XJa38X$IpExYNg#+C6uKtFqQ_r1*E^6=7r>&1kr
ztK?IE=pvLG%RIMn4MBSR7oXsu(nNl*K-PnR8!d^%_VkynewA=I>^=EPTq?oRN%#zp
zN%<8yDvEnfPyUv2k|itRsa=V;^`OQF^lv8=R8~AP4_Mg-wzhNOBSS4*j@wtg%kWr%
z0a%+0<greCMXDZZmf0QqV<JG^Z-JgSO+ttBU+^yH!&+SV95|)q1nUNuN#1T5pKM{d
zD0`Qw45vZ0;`{W6D;uz`6JcbgQl(vVpmXuyk5ihk;O9bKf1g~NPQagi5Yt>Ja8Rzb
zp!H(rSFK&)$9tc8H?}fcNTT=mWDehNxff4Xvy6yZu?LO!)<tOXrJLaB=CG5?qCAU#
zBLIAb41tG0*-#e~fk%%p<ocUm@?+3w=t}!lBpIq_WYOgC6V1Wnm>g(YtPUAF9%eMO
z8*0TSFyFTu#+0N>)OvLoX$~Qu)2C@1IJ3ZUnG%S+;?k;-`0k;RXRcZm2yu(a-&W+G
z;M6G_pZJFM7)j(Y7WmK>qJ}G3`XhaHzD#cb4|7-q3rj<fPOQ`KbqSWhQRxNyh*eL{
zE$MCl+I)GwW%ODa4dXu(2e*nVRr`OP9FHW=v69Gty+<*uztK8THNRrz#NMUFkMzIz
z2)$^kzHArfZK$KxkpFvq1il15<@U|@(-c&$Np+2~hZ6xFzXL8J43eH?>7xjihF_h?
zT3|k23+un^i0@f+Hfj_)xG)Xsvx)slj%V|T?TW62bF;3MT@zq|=0OF0HHUi8O@9FN
ziy>+}2BR_^0Q_nrei>#0#iSO%CEQlLKVUAyp5C8+6)}!3ehHN!g(fhveKxL8;9Gy=
zah0)6rYQ9|J9q@Stnc>ndrZv)3d2POI40p(8JMFQd<*hqQZH&;{VT+jahZ_lpNKCT
z+xCKr4dx8e<g;9##`471W=o-}amR)BAIbPm-svtpk<it3w1O(i2?{!oSmhTJ^Ra{4
z5!Yc{wG|J~xj-PF)hBVP#0q@FsuoBh+ZY@jzW`sa7I+BVa7{7D9P_HbMPz|J)-alW
zP9N<~{N-48g_uO4Fm@r(j-7mX=RYH|+^YUvTwH8wkAR7qi&Ui3yuc7G>Q4JWGm@g7
z<@n(QWDUYqc?x{fC`~M(8Cq-_4v6Q44C!OtQV96?H=S4R*lr=1Nz!@G+`SZ_=m(H*
zsZa;dSiA{(Q2&|uoi*>rUlG?)IHH`vuT@1SzbW$Geda7ABshG#>$u$&3kp9P@I<j^
z&L8TSp0U4{4S5gH43um(K1pS1PJ=a$2$Rx|g}`Gu99yAEjbgBNo@iRF_#^z$)eBye
zOm@x5o_2pqpZh!V8bf-9OOqlquMIKeBQ5ci$bv!4T-NEX-PYfN7oy`li0LxxW;c_v
z_o_Rd$GrcZWe0vQ2F!K=-{<HC5t(n<0`<)NjRnys={b`@2PMThGz0S|)-d?vq<Fg+
zYZ2qFFi>=~?NMqdK4UV+E8#COBD_isBZCL&>$Z2ekUt;>vJVeyfQ7hpP6n?~8Nl&O
z;XJBVd@BC#TC~*vx$J?rN>st${<{RU>MYS}+LwkLf<f<Az#xY~&L8`F2c~++tdunD
zRW2Z2MASIu(|;3WKJT|CkhS8FOoJ&oMisI*?qFg#u*1$4D}zna1DpWIcI0J|)LFzQ
z+lvCS<((+E{c-WZA~ipaFGOzXI??ono0rq?rv|&~m;Cllm9p8FW<z$G&`0<krX99B
z5YPj(0_8DPeITk>BQF~25?iXCP+|v8&E4;{je1vxO%uUu__j^}C5hu$&;8PT>37Xu
zo~XUUNMpEUqzKD%P|+1JV}-SGh}n-0(WfvzkIlAkRWJBnXt3Tg`}p{LUh*&FFrYEL
z$kD7HXm1dIKfNW11jqyuIAcAU)LFOu2P4U!MU<pmx}fbQ3*c!tm8nn0Jo=_jh>Jb%
zKr`;Sklo`*p<F9w&j=o3xQ%+h!ZECN1JzITs>oQiS~wbb9B}f^Y1m9+j9E3@VpOLg
z4Fev6HSVz>^k7#Ls-`;*%Aw)<vvfw(>?k9VmE)c~jbU3V<N7i`EmKYlPX6Jd0TqnI
zyK3kiolL+k(_TVcTz4(=x&w**H8&EGx^r7vx!CA1nR%)CC`lFEe#%hS4nmW^AKr1f
zXl?oe1Zf)FtHVGjmh7v3U)@op<`oI+iFwa2*R#Vulb`=52$zxw-}t*a{2VHIVpb*o
zK^S%|QlvQNIU!<yQL7n}fs>StMlb;v#TdFdxk%VeCKCUUAO=8GbD6z%?Cm_Grjd}%
z8j*a#(1H)t1If>nT2vCcM56tG4)>`9J<5J4U@mSo9xrKz(PFrtZv^n$c`EA=u|2O>
z){y(v;`2##B#ev;wvpY4*|+T_K1>0jHNdI?&wt>{$DDG|==8>3Vp~C4A(m0>cd$s#
zAGbvO$V%(eT##p*Y9F#pAE5}d;7#(|Q5oD$!sv3W?|8CtI*O3YCQZShMn0+ZxuA|R
zBlSF6p1rq-5}~CAw<df#GqwceH2h&c*B#mNFGrW#P-vN+MoQ@w{KDsZI80iP%*Qt_
z>SudTE$7=kez=~ep(819G%t?eyK_X6Fc>&kpTk&AB+WT0aXKMDw#vh)gYL#57*9c$
zey%AE7hjr7*_Yb{>nE~Di&@J<L&@wHg|8mHK{Y{p0AX`PyA5e8XXIS{Tx-}CiT|pf
z4_{kSo|1*&JE;&)SZdRC-rG^iK_F{kbC|GFClm8WW_39Ms`}?@aCFa+Sc2%B5yuV6
zJ2sck=%Sy??)(V=^U*nx>gd@#Hw7BmmCvcfd7e(DESr|y@|vQ24+OrDw-@p4@13J@
zAW028Ybs6S3q>=s9ENg_Ou&9$gK5y4ocSK-5g&I}pjf!-A3o=snVfGFap}NfY!Rp4
zETGd&Z$ikQy5H8MBjz-|K%cyDKHrynaM)gl{~yDrgx%mf{3kru`4GtD3T)g4muuIY
z6gp;(yF@hx7uZRB$uSsR;d;zcxEubqAdSv0<Sa;D;0f=J5`)?Hw8G(r)GMHM5eiB5
zzy*x&SMvp74=5;TXrthOzf0ktp&%vi@#pylU^+C^<a{Z5?z#WWMp9sp)X>PK+Q;4<
z-!DN1;aPx_Kb5iA%zXJrG_ZZE>to8o0}M%JMjZiLgI*9MyWbdN#Iz%`|Gu@Z#WcJP
zVnOhg=ase)rixL2Be>PXduL}mo&G<Ui%n9jgTFU!htJ3A_;50Qc`OIDE($d#mE3P1
zLT;?b;IrrQSt)F;{{@UdbH58Mhu0BkDJ%*RwHOnUuIVyD22M|c0OAzZZQc2KP%mC;
zJeK({kSv=Ej=gRfNW{;7`0g)$u(AWITTn^U-b_aBtKvs%^EoXXLlUF22KL9=Z{a0b
znpc~epT?0jC@sYDhqzf}0!UYgzrGWj%b560^<@c3ylaH|hi}zr*w0T*J-doEcUR&V
zd36l@%c-&4dZ?=ko_`(GjRed-IQR#}Pfr5JRxoA`*R!b2Otb@q^dSp`;*tiO2+Je(
z=p?qBcpR6$(LG}z!-9eV+d;t1itfpgZ;7%R4T!o>Drc=$p8)u2z>N34ec6bquT`BG
z&f4Y@%rPP_dN+CBV_b%$Ym2Y#t(+SYwuO?gwQoM3mPK5(9I{pOJ35bdc6K(Dm6g?&
zRpk%N49gUBcedBo;N;qu(E|gFnm;EhsO?kk5oa@NA97lPAN548qEy=Ds0(ju(Xh!)
zB<aNKvm?AxoNf)?1}YTS->6`O6q@Thf`}|q4!SNAE6Jk(<1iB>V=gea?)M_KE5VLW
zs!(E##ODOy{jMplDMOtcm&P=@f<}|*+3eLbfQt;^HOQyb2fO@LxPM!@>xNAHLV3cV
z&z)P1FRB(EYpxqc^##NBOIX&fLFL)8OE9|!Z+e63(vgxvdjYDArxD_iX2Y^OW-`MH
zavK#`a;^^zrW^Da+$%VU?v5Tf{CwsTaC}#pVB0iivWinfmNzx-czGmO^hg{(UKyli
z4tgH?H;S<h62FOCXqKoLqKyhP((>>hQV`#n)$H+q62zA;^seWa4@}iWIq5hMtl<IS
z2)m&V)|(k{*okzk$Ul8{6S0ZcbVijz#_D`Gfx4e^UQ{&=j-DyYOWE}BET^A|xxZg}
z!gZrK-K2e55V$yxvN&sDd{ZJGs+*#sqoX5(Fx7slbT%_H)6$wVq@*MRrg~cJBAqd9
zy9BWQ&0lBnEH+!ZrRQO0)1gmBnmq$KChR_xYaouV)I+~;fL6-8MJwvyr=--FE4jgI
zbr_{+o*78n25DYayPxcLOVc!yUog{Lo;_VC#lOO+cPOu)m3Mp${a>`3LSKCNo$k_|
z^qL!}H`ktfL>l{8zZt5kKm<)iWQqIDjB1LmIFfy7O$scchj1pskzd%^&o`o)&0@<|
zH3f%2Zc2*#=HjNB8rkq_!F;e?nhL>ExxWRb=M2-A8{@~C3a~X{xJrBOE#RWf-}WMt
zyKxz3%p1D*M|7CWXmJ#N0lvC+WFb_oMT#FeGd<@F$k6d$0GB#ENs^x!5#jGgCl_Zr
zIhxVP=67F1mR`#kfx;zv5GNU)Sz&rc)7ew&phvv2hE#S&ZQ3)tlk~h6<egsV&!fM*
z;D{vrjFgn4;%n*8eLz`xiA0!-`il*+0hI3qVNS)DHry85QNscY&f&01;dAJEH_a#0
zBSP;##1oh-jfb1qT1m0>(h}=8u3arHEw7-kOHyo=^Z;#ccgo<eDE%#YucH?zD|LmJ
zr97>uo|qh>Vwc2I8Y$a$s>U{QFuSz4m;@TS+tGo{#tqWasOZ)B8LKvfJpH*}W*?$4
z+{4jGeBp_RY1L&2>d4+8>;=m^NQr9eiGI!?B`Xy~-`920%eevv3!DeZg&cZ#5Jvlj
zMMOk|`-R8mr=+Ajw@+@$Ly}-yowd%6c%8~S#I5f9-TG;6(|p}>+XM4+eVk6Gq-5ko
zh6JFyB7*&J31PUbA%#0ToMzkDAA6j8`w9~$vQRhS5a3#J$12APcIN02K>-nysG)p<
zB^%jTda%BLxc!7PP%;>ST?gS~L>G;qC9%gMBM;=x4{pk>^KecM6mK}4(G}~Tt)UQT
z73h1<V@HXZTCAV%4<<nA<RdZl)8Mnc=QYqEfodl3D<^=I4Qv{|CpjbO8qxMH6juwU
zC(XLx@OrQeTWI?EWA%@kXL43a7loW}?QTpsEE^l^u;*S;nRwU?_vG^OkCDwjfjmmd
z=|A@WVbZXMhQViF@@S=}GxW|j_KPFM<M3ca0WDY?SrgB`a|0U_BT|9c4sovuE^Hkr
z;sM`+G3Td;le}vkGYEA?1RlP1G_qDTAky5-`Al~pL|QmI-u#{(pKX~l6C(3}UJ!3J
zs0`w7bEts@cy@yyI4K^ibBYVSgkiYHnp1si7PirNZ2^w<B5^?+GS;PDDWI3|r!r)Z
z7sWAzL}Kt*o8GuLIWeOqKQMCk?c$TidUXZeOM7dG$2A$d^96u4bgX%@krb!|G4yBm
z6&FC_?4&nLF!gH;V$t~W`VzhoA*CKAG^;e00y#)kQ27{K#46kD_XwBpsd+6N${O{I
zF({90RnEK<mMQI}hE}^G9ZGK>I-ndB^@+$i6sYfunDiRw%wH&Ia{F>Hzlzr$^xZPO
zHBmge;S(oNQsY6`lf1qlYJ@A%m2RWT8Op>&AbEVkY&)bHo|#(MEiXL<cmu<KNq@_C
zNA~Yw0bbjp*upw%pBS}GAwe$lj+{&<zEvhB?%Iv;TRGbOyc}dNmF#DP`CAMK)1A55
z#$dMhuXVs0S;-YjU)*(Ogj<`b-zp6+S&OQ=7LDf>=eAWrKnrL@RHUqeUm`yXBw+;7
zEQ;=@)u(q>cqPTV7Db#W`b@N$9JgB@V~8Y6dZ5fN6-7N*ROBtWl8|LMCvg?2HXT+V
zdDuFxKjLfLz^SEG;Im!m&n>{vsFtPzj+dZz%P+YdF>Umz!hBgVz^FbeKPfG&)bv40
zMnnriRM{O!2*4AEGt=vTR>%Me9f*}B)<MMn$RO0J4d5#~spALs?*Q$w@I=;EM8c$#
z3}E~Meu41}P;DS~CT`=hOe`+Cm3G&~smJJo6_F;B(GwRRg%uxnr*T&wk0vQkH9`!;
zt0tb_55g}t7XRXROyp}$%>ln=7E{z2)W5O(3co-^!MeGxK`Uy2waF1G!95|h?$u%4
zPA_t=HuSzu4UWZDC|iEw(qG3fZ(-aw4XJHnBG-1o?(?U9rScIivf-da_e^0rg)EJo
z#PaN4*Z_lRn^!xwkNImOv13uGBqrs0wo>kmtjpKGJyka^jg1Q?aa%i<k5|On(bI|t
z_q+ay*rHl0Y`DJ<rg{8wKW5Bq<OO5Q%-0YKQDf}CBkq!z8XTQgURhDy*-%+spSMqx
zW}taHox+~yxrfryE*uLjJ^LroE*E?+Ql6%+%*)Oh&s$FQJ<LBc&0%}QUG$IAITzO5
zJUGTp;}B<M9tZGT#lE`P-wm8MjJz&W;Wp%*IJgn-;>e>d0AXv?te|0K+7<7fSVlbB
zrGK#BTflL|Djdck1BoM-Mmn*=mX@5x|8>#<7G7}pRrphnMImk<M@lTFr>;6$Bd+hw
z9mTzt4a9j%9trIa@S-kRcJ(tc_*lk#gT?{fXKIMv(8;nr7LgB)M(%i6#B{2XEa<E}
z(vXkE|B?)X`4<mUU~c9Inj^m_X3GdsCt5l(c4T>0&S2<(L4K|i-4`Nx*DLqr`+iB!
zUuxAhFgc)F{b*%E+QI4M3G=4#@S-abrXwTU%HSC-*u?NRcP`*6t{uzoHj;K+(}jhx
zPhOp(ofcQm7_lXG_^Pe;&Spkh`>@+U-M}{X^v7XQ$*yG)#bj5Oe;EpC?g!q|dah=j
zUTeP#Y-Y0Cq*uvGyxUyDoZOrO{JbO5GP;*FjQFGkW2rzNO-<wZ^5mg2H)Hs@p9ce)
zKT=qecQ0t>qu*(*6>^EvI6OyJaiF&4^HVqfj3JGU)-vPl;lkYdsO?c@Wcq(j0!Z@&
z<JZV^m8}nQI!T|tVm*{J2c*xk$puCF#mA&Z1Vtu9Ycb?Ze>9?cMbfttw4fS!qCzVF
zUeIiphns&2-?i?B!vv5bp3&@V)A#Hx!vg-8@%+Oi#0Cp!jqkDtvbPQ|M5@gvvsUf^
zo<mFX2hh7=Qj%cM8bM!2vML4}r-r?$eg<+Y#l*K7MY`_-*ld1iWLS%wn?6BfS6(k3
zqb?owI3@V$4`!PX89XX%(!|}{^Pv}QF~n9vGH2L!Y*gI2h0_2^XuVwb0A4IJoT!GC
zCcZ81sJo=$Z|+n&=$01@%pKAKP`$ldw^^Myc*Z~MXch+Px~5>{>JYnqLGNjupw5NB
z@62P}mGS&XJM2q5*+jd6awbxmobv$wPns^Hzu&bqsDHmC*y0MVqg6_(oR_(IYPES<
zT49_+czdMy;3b*^w`z}42Bk|ZSEklF5Njy$i*A^XC?jK0c`tduc7@>reG;9?>Cz9h
zi1z*}knfXWxJh%IUk%(nI<jyF8dvmTJvANFMy;mD#JSJU(z3qUxG8+?FyAa`fxxvH
zl=gXhGsTJwEgO?oAd`1r(MS`ciE^2yd#UGw+spoC6cOW!5RkuriRL$9>^y;*p0-a)
zRo&#;Q8`VKIPV8t26G!mWuVcTx?tzJk@ZEoDJi!Bv|=c2iwic^Ik}>$kj&b5W4KR&
zzfSlIjdka!gU}n=YlF|J`{Qn{yf~D;wTlyh^z2QiNj@L_fT3ZO;D`|e*?yNj((k&)
z3(1V{JTr=8kbc?)$B{MOEv%X>UZG=O8?ziJ^@8VzuRv7}QYOerlX({r$H;w4Qv(?D
zjK|$td1Jo-Jog>XRacW?R(^fU<41+)bWjE-@Ukf|Zjij=o%^HqVkGg);r&mI{3#ux
z>07JpZIJb+Z53QMj1LE>c@cP73?yQsrQti>6U`DaF8+SiT=;Vno@JY7fvYu;FgiGL
zc7&?~W$q7F_Fn=vBZpo;*=moDzasIId+)Oz=h2E3E!VZH3|#`;AqOws9;%o$@Eswr
zH9_%1&Cl|(<{CX+V7z67vU^|^8JMK`M&=n-PDJq3dOndWT0A1BVgml05&c93$?MT0
zgpPmzX#6DqF(xB$Y#k`aW=F{ux){YnptDZZ&`B7M2Ig0UHG)r0SjwH>`yD&jDe6-p
ze4Ho<Pl{DR2R_KigL7CV*piE?`pJ`fl=cxCPcTvm2G({?N6pqfj!()~b9DS3Iqn_F
zU#>1T<FM&PdmT&tP4la2TZhK?$a!xk9%HBdd3=@}!}J^*2uo|4)-M{nwKwEO2JmC&
z67Q=mV1+r?_F!apJ~AiPM~|3a?iPd@gN6udCI69&zx(lPjmA$-9y-z@0X+2?PRtII
zE%mT$V1PBJhh_`k>iOy5M>J?V(8+{HD<JR)I$$cEnPb^H<_K77HJ!Zx%Ncvb8z$UD
z&s`S*62I?R-{+<@d|jVpGcvIT=MM^}!lI;c@N198?}a<LHLXO!Rz|(ZX(bviXOPuX
zHZ+2m+Qn3Vm+E_V3W;B*3@LqYuouM08&=wnt%n*o)Z_U_frq%Eq>-vCb}!_y1LXE~
zur>^1kddfcy2}lmnpq$zF}8QqR(CXh6&%oKMxX79R;6~&4%yO$N|QQ1G?!$S(A&=j
zl+@n9E9h(&*3VOGFbb<OtFb>(GAVlt+07$Q_Ots{mD%e+`d#a1;glh98Nho1fh``K
zf}M#*nBItx)_(j4M#m4&!QFR1J*r5wm2x1GzaGo9(qX|puBrw^*9~6Kj;riX68)VV
zA3SnH*MkfYHH>Dy?fy(#@j40F&j=LH1%F4vTxIBNQw$ot3`4yVH8X&zVa&C~wg<<E
zf5vQjO}|l*zl-7M!W?w7bl0#<Eo|k4Y$s-bsY`$^!o8o;7K=%bwS$@mZDG}dhxBOY
z{WCaDt^tP3R;Gg9YL=G44z#2Ue?D!f|5OKc29J?D^3d^*5q}<lm=#CAQ6W_W2Tx+o
zSUt>oS(hvDrq^Q56C`<@bHI_tF}bd^(Pqn3Mzf1`H1W)P_8xsLuHD5mrx?Ne$!uuQ
zd^aspW+3N6Ty+HkL+)j2Le^c~Sj&QJ^~S)z6L*y3{R5^{dM`Gxw{{N8lc;F$aaTIX
zzu5tc{%n3u-@<pxNBZo&{U{|gHnth5$$Uq?_RsUCNGS4w{`(yuRLFMAULticYlH!a
zXAHYpA1TnjV|^vpR)3833k;Z9CG<aMLn9svlzP>nS-88PwF0mEaCy8G7D#LMN2~b}
zo=C}ys!kiV1OX@kEU@$PtpOz#4-&a|7UYiPzGoPlrVr#~DlF(4t`Siy1cC3^$e;?0
z|Ik?LFZ^c!X!L6Vlq!7Rj^o2PoQd`7Z>mtw4wUR`sB^LR2b?fnxY8m5OUGKm=DGk3
zn?+mugTa@$A%)@(TvN_EF#p3&-J#R_CLtqkURb~c9!@ZdYz@a+|00Tn7t3*afAhdq
zL2Vr7q+#gb4!_0-2{LG)bY2l1ur(0M;H}5kf%WLcmTNu0B5#5W`Nc_HWcazRf=#bl
zv5u3y7ND|>v2*02g<)iq#>9GT#;9alqcPX-BncxfMq9?UgRD!1GsAR$tx%yCh^1O$
zrab-njXB_nltnW<6+h>}B+-ubjOC*ih38M$o<o5w(!ZXc3GAh?{>4So4bqJUwB~1V
zqaV*ZIJHaYjaCe8jmKI)1q+Z4w*c=G3sXpIilNnL=w(WSkjF<<>)K@4jl_$K!gG^>
z>n<6cUuX$}jWZQ|N0hiYcuFBNa9<~V1SRcWrD_t-p3_{#w^&eX-_2oa{b2*Zmi+Uh
zS2m4<A0m*Rl8GH0QKTxMe0^Bpy0SmdW4vXg9Bq<O<;!WFB(GBPgL|;C9VzyCl)4e~
zzn%;1P@5Xk`gNjotQG%_d$hn*3b_Gi_!k+&k?;HqWNSLc`a4A2B@;lXfCAQJP$Og4
zu$42^BmB;NSe&e>pe6MFUNkYn(Tv96jv<3cPSIh+qK#<4qOFSdWn?FGvErCKsUiyS
zzrn8>(bvx0K6-u8Pw|_LjUSfAQjsdAL}P<$4~MDWCcblDf5M)G9UYTNmwC<VS4dp?
z(p*2L*d`WPJHnfbDxPijB)U$2P!p7YUoMNKH2-hM|HPU>9q~bZb2|K|WNSXw`cq7+
zLs%h!rrIza9~KM4*D)#o<5!%d_~JC_8OWVz{+Jh1Xda}Q?XUn~s{iof(9lcRu1-&M
zQipCY(83aCXBOaEXKN>_&hn&hf&Y+fEylwS^Rh&lvPjqH!QX~S(?pG(?N`6!am_r9
z0k6ITzlD@z{*Xxb@*Nj+*95T<Yqgvf=|7MSLOCe2fUQGx+e?11#|G|R+G@9h-b8#*
z+_a<r>0TDLR^#G_DaQ^`eZBdC<;<|<Omg{?E^a&b){fR$$*3u#4WRav-7F3mun-MU
zak;eQkj(JH7S(6PC}%T(>ZR|uA9+GL>QCer+uAf$FI(wL5cgGi<sA6W=tub1yKGNb
zIxh+IUQZp8I;~qEx)hE+TS7B%O0Wb{QUpqm7JJ+6$6s4lf`qrfZRHqy3OSq31mzP3
zl8c4e*k3HADG*>tdSEuVYCo`?sCH|5_;_pI#=~zt=K66=ykQhj&CHZxzdV%fGS}`@
zdoh1v{>^E*BrA``D`%t*09cg3#M#TF?azwB%&alPrRSjG*@0~Uc4K`U{zhs-KIEX!
z;q~g)S_h5oJayx)h8i2c&3O1(V=%s{6T$lZP_`EAyzZ4RYzgX6+)Jt>PPo(0vj-4<
zDMYI5N(n%z9ot>jI&U)h$(zIL>ahC?@1YBYn1QLeQR2_3E)LmUlsWt8FKtIOfZw)g
z9Q-l#^hpnf1_SG6h;)|7xa#O8ML_}fd~L_Br>R&&ZM3z;w@mB-^>H@xa%`C0js9_`
zihRUQYFoq{IB_FPOJdlkb7t?%MhMsOTHZNl?7PRtZ#N$P*wewLa!6tFem^7<Or=t&
zUc!4#!GV=E;dA*j5aVV-n%g7|Y;jtjnuvYS6VD6W8)pt+!f!r!E6XTR_dEEM@#G{p
zjDs8FxwnLFi1gs71)Wugtfh|s2j4TXbr^5|2hp(lyWhV*?0KI%n5Nn&P_o8ymT;w<
ze5+v5f^E3&EjEK9X?sZYZPC&JSk_Y0JkG;p+de-P0(}S8n<Rb}PbGD{aq|4i^aRGp
zH7QUJOo?FWDt3IuI0cM>-|<KLR|xO2izyl055&AoD04kSA_!GTI=k+j(i(=DCpBi3
zw=dQsrM?$I`Vvro{Gnl-4Z%WK?5?cdnGBXU@Pcd27S>2oW8w=tGJ!iE4QC_^Gbez3
z#G>xqzmETx_YYz9%@!(I13L{tB4uLnlww%XM$Q1Sc-n2NMK!j%`GX{P;SBSm+xMuB
zT>{p3R7zR+9~x((BPV*Oih!N{BuJ226$#Y>5RSFlbdegLpX{46fZyp?@y}`v7pXxo
z4dp@I6OMtk5iIg`qIq&y(h$SskI!uc(JB#SERCbd9|r!F+02k~mWsD%b)&6!S&)X*
ze}6M@Gk}o&kc&Cjwvy>VjWd4@|KT6)KQn~ndUe-S;xZ*&AW{)>HbO44^4Dk6baoqT
z>m)3AZ2~h2nR%v;vjM%aS1ShvOg?R3z#f`B(!;<WL<J%Im4%~XusO?<)^ba0*UB9q
z(_b<QzsoP-=Si%Y?@&bR*0FNO8NnzBs3ESbz(bq5QpJc9!13J%;GBLXbet8#>pRi-
z-tpc8L=P{JnNC}`V~cpzTGWcm&m+~SYdc+0<jHlKnp*wSwM^)C*I&WE^SIgca=J~<
z7vYF>muWXpLr+`|U`I}Qb5_6sY637;-9a4J^Wr$OJ;HlugWB&%6P49Uh$*Cnt0n=>
z9TbkE-sLki`)4mrYsEIVg#K*%E3kF@(f&&`T3eqlqSevAH>1z29$acOt)+!0(Hg+k
z@u*%r159qXx)2n`)q?dYZkgDw*{_n|O0z5&Lv_hWbnfe-*a{F?5w?}?C!AZ9IMbxp
zZ}vDv_2YN{8Gh;fnvGI5{`AQZzU_r9xWd?VXklhOGPK<)C@Jz`v8e8u3<?w`jr)aW
zYc^Vh&~AtRZNMmb$4DbM;K(CVOPQm;&8CvR|I5DKfEk9(89&_A($@Wl`*%$+Xf9bJ
zRoz67$?`}wl=38x49=gI!T+sl27*WY3u#sYC)4O%25H1%M|WPa?9!ztZS^J<&N=ro
z`oEMmJFKX``>}dm3Yot)q0VRg4|Lgjj*p*1Ikw(MRJro_06P~teuy4o#q~Vx7;b2$
zK$m{`7C^T>W@V0tpSAZYeVv>y%?^esd8A)}TIYC@-e?}Jdj=hGz-)P<VmIr0|04<e
z$6i@)>opGkH8#an*7K*kpUxj@h%Y_VMxSm?i!Y^FPJ;c8?nCs3PP#O10P?IrWHpOh
zf@r@=xQ8}L;ng<h8O=G!Tg4hS+=khicQ#p(VTM(4bA-ZZxo+z{2L8GF#f|ZM`S=XV
zdtHZVvy9DFJhaWYLH^Rzi!?3Yhd#tubD2n!B+_VHBXAO46|UDRn%D0R$R)ij7QK8X
zIe5<)uhmSB1{3M=l)HOMY0hjmjr8lKTKr6_&5MfzcMYG1vGpFYf1sdRR#TGN91wTv
zybvr)>xp7L&9qf66EZ}s4^VXi_W&^5TqJdajGA54zongM(#$)!GmRgBxq2tMv0&4Q
z{uMQQvHnBxKRy-m_alL3zq42y$S+i2x=0WMfpL_z{<V$1Td6EEj+M3kN`ua*VfgvA
z<J)s}7Xt78^p;|)!FAg9c(ZPjN>TTZ_1m3u2pL}1u<;7n0-^mm4VpILJ~eEM!C|yt
z1gKGilW1G8!)j)I*<_&J5dw}X)CBn)8+)v2S5Ff6$-y>5lh#_Sa!%!C4x6bQyCcuk
znG5#g@85q?DyXyBVl{Q5QhZyEnIx^^XXuk9?D$I1*CiK~OkaWI4|@f&nNUZPyof|F
zFeeYrHH0FmZ#(Y(GqIE@B}4oY4zarzu<C20XRSYpm=d0snUx*Fh4_!ikxM<Vi8gus
z_&8$lTN*4o4;PhLi-V|fL5}he{G7HmX&RhtivFF|mXd?g^E83Eo1oDx;>GE!3GA>X
zaB;F9strmBQX8?`Z;JLVilj#AU<d_MRuFaF@TC`nByv9S$gsV=_>8c=fO>;bGEg9a
z+#vxht{4P8`<muyZF`1z)0H07Netgmh+}t5MS|93UQ4_p+txd4F|dc%?O<N*oLBBB
zIb3aRA}SJ#u73U0VC3RbLtG6GJWX<9ijNX{+~rxogkF`cMsaBTEXAxT<or1JsbV9S
zc<tMc=kGZo%n|%77@V4uWx)I!LG&FbE0?l4py_;5vDN6g_nEo{MbcAq>t|s6yDwTY
znN=n49zE+n!=s}6VkK=ee5%uJf*@Wjqw1x#?t%;jsMrmvnA3-j@LDn~`SBKxLx~ev
zZWb>9O7?<ki2=lJ>&d#AEhj7R^E*MvHJ;P#T8ww5*QE_BtIWrkn;Avos&W^qI`YJW
zSR$JRA<h)GzF7r4ML)lBG)>OQ#hiJ?GxascE(m~$Fo-y*W@So)xB@vIRSJh~8lW@Q
z`hb=BVmcqZ^Doaah#f27LU-ttGHfm*Yjy25VTyBj%3?H#<=25$(`o+X>)3ddFa8h0
z))5)*o?V1@^qU)%DjG@78dFY8n4ncgk6z|)on7lrf|_q=?GlmRIC4w8Wr|3aO-kP7
zapIapyg%y3GZjY0EO?egds*1+Cz;9en3xSYwC}u7Y~ti8YiNt)6Za}rTCXZaZC6DN
zS`PmKX((?FoT?c)AC);H7fW!jT}i<pKJ$>LyYu1T%A}>Sauu0Wpu_|&=4PfU6>Iy3
zn{5)4riV$ehGrfJx5eMI+p%X^m@EE#<YD6+dTbqgtc19nYpADArUY<sZ>d1Meo1DB
znAeWbFmFfypr8$F1SX~>$y*>L=$aK$IVZ13+rpPUA^2Ce{uv<7yp;i=+c%ddL41dc
z$yN|eD3CJK21hSuZX|S>RtCCJm<=~V2pNgMQRcS|sPmMy)M!c`R|%e8D_nw(%6Q~(
z!y904y&c_6+q_?Evmh{8Inq2QJ{k~=>Z!~KcUVp?ftX$3xAc%NYJUI4g-6YxCUdb)
zxRca40V3nkyp*KWe1F!AeVDmN^4j4(l(`7x8gtV-JKGX)bdb7vByAd;wTb3bq*&16
zh_j@;Qzk+PHZw%?^KrLu+6gQ3_E^$lBqHchVm5S0&TbiqgRz-pw|BP0XIC!(H9XrJ
zDJ6sWGUdpO*tuDGDXC$<!T?5-9l7dmQP43gsV3!30(R^3l@7Ep=6O5lx(*9{#(s5n
zEYeM>|F6AkkB2gQ<7Wm*NonosPTG{sT5K1hRcli=3Asg6a#>+Y(kO)7Dz|b^<C5DL
zx3WUzl88higb>SbM&&Z3Y`Y=O?|t8yK^qx%_xJn9_rLkfduE>Zeb4ip?{hiNv9qA6
zZpw^^!t-s~spD^_x$9dXl65UpAjs7Z<pV!ugfpEL96OM=R2@r#ajQ6G<s<8>H0E+`
zO2ImO$W638m~(J3Lshv<9x4`(NX)BEenHQV@grFgFq}N+<rQ`_D~s%9Dl8tqOD9Gz
zT@UabNX?<YYc5Z?LCvk}?yvhbOaTXc+)jG$Hl{9?KJJ~Em6Z_e<#pDYK+sj!AXwU8
zjJn(1Oh&o1cqns`^Ja1)4tG9r29c{6cf~81I$sJa=#Hmii1Kx?CYlls5zl=ulveDP
zuBc7zp~aur&bFF(34M?JcP*E99Lze|a)En~gE@g<NhG=W$6&)L2_NEuyv~>~iIQ{(
zhr3*6gfA|S1wR*-O%OscOSB23mwBr*pP_=vCct9&Um3;FE6*Ai$b32`d|W(v|3!{^
z{LdIXo}^I@Bk^o}OA8qzqDxFdURiq(rl0&~u1l3*`YF(;47MB<K&{_g-K4%-*>TrM
zM9r1s1|G^CJ>g5>3dfs7W(?(cWAqNtx4b#=lmxq0%lG&$CD~K0`G%-4Ki~n0LBFj6
z7Xk2F2uLW?N67d3g=h!4=MM}wE2#&ut55j1IYlpF{oI$%!5b#{!+#vRgTnO}o8>8j
z72og)^6*3uuv*b8Tu17PG%<24KTH4)v3mygWAfA1_E#Geg9SY_)bkKH-jum@RS3%Y
zgiqK3KEb(4eBemMGI5KTplL0!e+Rtkj_37U{f-p+ozqggO!Ns3kBm%jD>Oh>WdHt?
zzye-F<lhVrLWCW(!2FR$y>g%rtAntK@}+mjljxX;@F4pDGvz&gm-6<;nc91w`Ai$B
ze+kQvk$Be<bajl-Ku%e$F{*j$uM!eK@IdPvhgkWM1F)+GG}7VSHtlLa?tI1eT$cK_
zC+y||I9m<%p9N)3nf;9uqW=l3G>oDZS|F21$`W{?b+z|W7%C32CNz~lw57n)#14ZF
z&1azT{0L^d7NG`7#JBaCkLLebZUlmACxa?`a^0BAoL2*gL!3KY=kc@)4oNuyD!sdo
z@ISGVS9+_}vgN~?Hh(chi#y(6y?%JK!pi&ZUohVO@7l}HKtLz3@?HJ)^V*}?|Ev$<
znFj<{OT*5NN(WdxUj@?3r8D+}jYGP0hoQ>ehEOAW&ugMxjx2Xw%+xo%t-HWS<9~k-
z{6;r=>Mv_y6<6#96HkN231_{63|p6pCvVW@20X0L6R)*cbW-fbv@6IABa=XRW|{P8
z{SNmg)3Amvs?KDGJp2u;_>L8+;FFdAxHN2meS4el4n!SM58J($wf9{5T_M@Di*ao8
zB>55DMubL@J;1%>itSJcI6e;D2iBt;kWVA-ZH@WIzP+g88rISxD8=Ev-;c4Uq?JBg
z<&RL~Gm#nY5tOm0`yAVrW;>?tW%&T%K?2GNq$PmSlS|d$#CayuowwUMG^@6a(boDT
z{i2yH`gnQGG9&>x1l)_PQG`PH#$gXDP}Qx*hn6j`@#(A?mzFcXaUmc*(g5JqD6}E^
z%j9V#%`tq<AmM?qQ4-^!eeG?%l=<`SvYDV^b(IZb$mP-67g{}7Ht2>37ulx|F2S}z
zjNjoDoeP`qg*qKjUAszbv*sa>xW}{<OXe#)*_hYkSuY2L)P_GG1iG&D)nVA|iM+<;
z-i%y!Vw&g*2o53fIWF~e9;$P}qVzHj^MzwDg3PG65V3F=!U4<6bY|7}kGajq5L2mc
zaXcD%$s<GZ!1+zV5`Z56oEJX_CF|nu&mnA}_>FBxTXZJm+7Nu7Yl*zH`Q+}aXPdr<
zLJ_ws<N;_Pb^9{RVzH?r64(>Y43@YTI$wbhzD>|z%Iyg`$W?ueZ7`XwQeuW4VOK1Q
z(73rIwZj<^LPjSr+9Dabi;ir><&~&m?qzs_(m5qcdx)iF*l$KkD#5HW{jL7%_xjRY
ze=$#O3qWpDVhiz4`<|uUMj07Kpo!G!_Y%8mo-$%wQ+fkXozo8>g@rijvkL}ATVGAv
zLUFa#lg9_9_K^XQjqi;@9uOY*#raT;Gm**g_$1mW+N=q?1bK+EsSS=;(dE{jfnX`7
zUJGQds{OMB3qQyNG@nP5abe+rqXoSGwD2Nmxk20CgWcz{_h{Yw{>Lxez5@7+@ms~$
zKW?}=UGV|P-d$9*Z`7*c?u!0I=}JO%K#V@ugX(dEkPkp;+J>R;l)evSHQ47n*LaK_
zdv@FUTr35%UpAJGnY-9KTfXqEMV;h%AT3%h`4#|e&|e8Mu)I&Z{kLb4KQejH>9;}m
z^r##Hw(XIQ6P+zE1+MSm^Zv6w)W#g`mE?1K;AOEbQv>zkuCpmlnR=zjJ@)quIe3rs
zGQ&SwrEY9Xw>r>OC`KU?<7DKW-qzw?j%>2<4J851?udK|j`Rk}(OXg!KWHd}G#gNI
z{&dq;N5r1)h@rjeNp?e<G?_U?(`ZLoheuBjDTp!HaG~hM5PZ`|&+|7QrRJW{**48C
zSF1sFZ<7zd=`kRWDjlAXcW2DizO^bpG?Vvc2;zdTs4`YhDzG*j+asx3M8-1E+-goc
ztK8`X)KW+Vg2Z5IqBd+o%?8(xq~yx3zSpn&n$wBMZ+J~mT0IrASOW713NmNWq7&Ab
z7Nu9^SlzTP+yk2k2ie({)ugH%w5VgtjV?Mx6$ip`QjRh!I$^^B*FN|w&^yij^F=WK
zX!fh-2*g|Av93$iVZRS4#oB(XQr0J?o~T!IR5iqfH3xYG*$QkodC&YwQTkC>d6l6a
zsSfLF4SuugBeXrbDrm~OfLp;OyEz<-EUwEn>__ZgncY$U#bEiZ+;rr_z?EhjJdn%N
z^!pF;sX(^~Wzl&3_!=sal_dllu<(ZU(}AxI$^oeEP2om(t2nplT)@SwbTJ7A)5c@8
z#$AE{<it!puI~7w@bGDh%A@7J_r!*E`t_nySy@OW_w3fXD1BBFw4)(XvM$5VAngCZ
zc*?l3i0cJJp1wp;Oa0*QgK)56NLdp!vbF*X9VR!F2LCb^7Tgajz`^JIpn}NIDscq2
zt+QRgA*OBB;IIeCIN%WZ=e{=|{;rdlIY5%@MT{k7SIG|YMt#^?&rB){n8g04DcW+J
z*SD@>)4KE`u-z%Mv;B?%+65KD!Hs~=uDGv}N?Iq@e{SL7`Y}_E-$qKUtzg%sZh-;d
z@IceHa_w^a`=>#U!<||X{Tlmf+hiqIlLP+%nHj&Eyg%L{J*SsP@*NMbqWGf)^6qJi
z6w!jsofLYS?O!XgEZ#ucSceThG$lczjD2lHhi%(G9>KlEKED#nH_z+V0>*a~mz3(z
z^z&^&j>}D`OnZ-!TbX;)mme|jxVL7#Nwkf)z6EPP95yh0)`7<8sc8S*`8K7QMicFV
z6O<gcQtHDlL+5~p<09w0(!8IJ0U|aJQxR*o5)Vv~e|<1`AD3$lay+lY{NG0~LbaxF
zf>Be*j}GazpuOyr1Fx5f!0YCO?p9Qr#BpG*S#9Je+j=KJ6eI(#*!W+jz7p)cn}r2O
zJ4<#JU24MJvI035s3jv;Mlc;;KYjT@F=D(J#D)f_0J<cWj4TAY6&hIPjNh*2DrbDQ
z1kH;k`A*%m8O2r#+QNH*v08y@!w=VeLD`9zOO4z9z-Fjk>{O#ag$Wr4I;<c2LnZJ^
zcJWA{kHTft(-Lv7yClltPZYtc$U5lhGWC@hBqIu}5JRTG>teg_by>4;c(5>6AG(|^
zuauo~@TUj~;XAQ8LgkSpsFUJJazd%k0`r1u2hNW(z5M1m&-QaMe?6FHa)|oY1~8NQ
ztChY2x)z8hfGl_G9vMwjbPPPyJ1o=4wC)S^uGK}VPv;kQ^jY4%C0jL}6Fldb->mRd
z81D?@jO%B>9<Y&T7&lFrwe9mZS|vXU99P)D8M3O5nN>`edkG)Qd=h4`nt2cFNl$1T
zG@YLWk{9wA&3BUTK75$s_`?iN@m*OA2O_8K`l0d3vk4WI*@*?!jp_EBWSc*O6*4k1
zGY*vDBt&QY$IE17Bxe+Pn8hq+F^gHuVivRbEdC2@&uYF3Wo~41baG{3Z3<;>WN%_>
z3NtexFd%PYY6?6&ATLH~Y;<LEATLI2VRU6gWn*t-Wgst1Wo~D5XfYr$F*GzFFHB`_
zXLM*XATcpCFfkx6Ol59obZ9dmFd#2XWo~D5Xdp2%F*h|JK0XR_baG{3Z3=jtb$4Z0
zT}!qt1os4YHtz23?(WXUVIv!Nx8N2aIKd&fI|O%k2oT)e^KwqV?tZuXzHj}gsxf9w
zt5M%ti;`4Dol(>RWCoN1If5BknOOJ$N;VE=Zm#O4jtY!wKr1)EACS`&k&;rw25b-f
zFZvH5?gBIg+khM;Ou>J64Qn@mqNxjjjRnBU!pFkH$I1F<&cgmrLy!v}K*hzz0ptx(
z0fK=p_BM`xC<&0cn*-1htnTLIWN!nsPy@Px++56ou6zK?Kbie^RDd|h$;-vY${Gxy
z(Nxo>rKe~3H^R!x%L_2``X>XB0J_>(IRdEuOx%I?Ag8|~{c#};bOgHmN!sEsTNO)F
zNedhBU*!U5tifO>K4xYoOH<$<jLFrK$q@)<ru~zsq@#s6$l)&su84p2Ov1(mX#S@t
zFXsR3o1G)b!_nuzU`rcEi@!^<aC2hTbhL4H1IkMLU*kUz;=eH~AQ-^O!p6eO!Uh03
z1Aw09*35r})bMfw{!Oy}1)Dlr`1v@2oB)=l_O3ub8%yAy0nx|R)Ex)_ySM@UeEwhJ
zf36T&SpgO{=3sys(CW`I{M-8<7-;#AwW2B5#l{n$&%(sQ!U|yd>-pEr@Xvu-fE?|;
z{%x*g>Hq{Vi>vA?DeBVyXYK#85)%XcammQa%>iI!<Kg_Hls_JMIobcyql&4`|ILWy
z-<xF}EkOX@e<c2=WB*Lv9q8ivM}+{IzXeMR_@ADXKwuklAb{rIA~9g$Wcj0yKLhLk
zDxUwr|F07I&lpl}_V$0*PxFt$0e>oY1t<Xis@>ky<-g2L9c=8q{+A8^X{ZhShtB^$
zeq_O>_BQ6Cj#l>nYLkttl#M6QLd6DbZv78o`~%l?wD|kR0aZY*Hh<k&03$0W>wj<>
z);8vLjzCw}KkECN0y<j!M@UIWbC89NqZL3M{6~MLE*Ad+{-Vv@TwMON=kEjhv-h8C
zOPfCl0)d`DbHtTJkU4*-ZCz-`V~r?*2jj0v_I@tS``>OP9Eh>@kh@GD`jl|($_O~}
z?|4$PB~-?&g{t+T6rmu)69^<@xjpQ7#X6bb&@sZ$KgdMkpEA`8DDfd*!qZG&vGn67
ze#TADJregCl(`_SxYwl=5}!a<4+mid5IyQ096Bq*5)fAuRv{=KF4FR1KL?*H%h>y?
z^1;rJbV;z-21leL$#pl)JW<Q(AvK*oU{rOYn=C92h@o%>%!f-Og6l5L2z1N1`MM^$
z*`BRC<wd$6dl<e&=TRTrFpnd>Z;#N;Bg5h*ClYNSqvGOD1#v1k@UNJ|6J#zF40O)W
zj3DzYGm1KzoS1$0AdBAgF3ZUy$8}SHliuE0du$nJ8(ZpJ23g)%8Ga5O!t7`nc*@jT
zbimn|H5}V_7w_wm|G7I3QENa9p-LD4`kox@E(mHm_LWsP?k&vVl8$fVu;mpk61ZqE
z!LSMFs!qsGf+so7Av%~+zc9KsqJm*iskk5TS;F6at>WSZDHL^V(&Yb^kzP`ATx_UR
zu!&mj5o07#j3M@FwKp5jabrDDf4b=8p$@9M59>p8yw@kBaO*FnIzKaTDHqTmc~UD4
zrLv$WTbLl+gclPe{@uY6riPYjPfV?C5fxhmwU#F%eYCI>^Y{{_z8TpVpi#20VFd`x
z`y2^{TtKY^QS?0-m*e2QTBt98%f3Q8g)%;J04XGpK=6z%DrQKyHWN$!&K<pm-9+xz
zyVUH9pwhS!looYu(%V*-Tm6HBP=pi12J(P<kfTTmoz*>jT`wGwbvc*4Fx5S-!kBRb
z+AQqGR9aXDW@0OjNuZS=YV^_x`Y>}fDry{@m!473$L|rM__ldb4W-j>zCAU_h{ccx
zqSNqEJ5fTn2W%6fZareUd}3DI-xt*|7~05Au5lJIS(`J)T7-F!;q;O`nA&hzIJ2?p
zTWdF=yu2Gcym`-)Y*jDpTbl(BVwiFw8q*I#58sv6YdAZ+po8XYWnB1B_F74Qx1Z5l
zO~qqYZI^jH0xV#QrFKOG(g|&xM9pq)?n{wp_Gl{~=&C8=TbwRtc6QO@d$hIqqWCE~
z1^W^JIbD|><J0;jUAiHmy0u6~4da;P#&N4tIvU<5RV&IOc7zV8SE^-6A)gN*=f5-a
z)1b#0!m?8hYAgOcy=D6JY^_KgWIVwOQN1;pU79?n>O6L+!uM4LSv-1C_ZspD@evWX
z^zCI4A`Z!GB)zrm!faI;Zt8~k7$O_T^4d+m4ch7LZML9<d~rO8rk1_qk!<$?T9<F7
zze>opJE4*69NW0WkjQtmE<77z4LFIv->tqL@4&w!V>_{t{nVBuUe3C-E>K0PY7$<u
zbCfinnZyV|Jy_v#?Cd)Rn=^e`vsTVQNf@0{F$>#X4adfMR{YI-Z=JlUoT!gz#Wa4$
zj|yW+kD%C*^`oFcpO$<Jj1}6?<!l0?280)@!j~a(LHl{IKwDXkZVY3!7bvKMt1#k-
z)jcKZRslt2jB`j1(kEcZ6A#5siHl=6v*AGM7c>hLb}^i8OtjoO^h0w$2B8f>Za!3k
zQ_s88#b#<#lP%-b%g@~9ta^drA8AANvVl_pZVGQAxRKd$;Yl_i61hcT$ZqS&M=E>D
z?UfTa^349d-(nf{uRjcXEt>~uvFs18ah*GAL08%&w=vCt%CIr8miwb8`?wC2nXkiQ
zmlKb3fri>>=Z7j$st1a6Th9@nR_m&lBz}$b3$ku5$@%hKBMe5uVxqEH8}}t|PIY<n
zgtNZ&iC3s-U+ss%#k%W5k%-AdGG3-1$Tluu-6)P!!<wg1HyX0XGlP-v?ZQB8=ZU%3
z6I2@9H|q@+N^`_~#c!QCkbWkwkm&LiJHq!&Zm)UHykVcKD1J9Cx<SAI@v?diB#H4q
z4sf|;+m928RQYvJGGo|5-F?OQ+24yfzQd<zZFYHH5bQo%$gz=^oo2Z~lr}8_^+-<#
zusDD7&P&{eo;)B!q!@Vkp!i#1V0~&1E2Zz4Fft|QHS5LHnEta3U;D2^Wv8!ZZs89K
zrD7gaZ@x<G^i?Ph`)}a`WrSpu@|3*4wL^YKMG#n{aiR|SsHUop)J(F{i4fPGiXl4V
z7Yqp$&AG-SKp2+@%HqE!P|J`LHca5B(a5(=_(R|sM}^Ki8;az0B?vhPSGH4CAaTa~
z2B*0WK8!s|=%JC?k)|ld%=|=DyY_)F934|2b|+7K#^jVF`F!ah@Ll<a!=d4}Wn^9l
zS(2wXZy-WR#+I@AhOoJ8(=vp|WUBxf0T?J9D5;I}^*h5{9iWEeWCBk+mz8>Ec@#@e
zl46jUjVC&x2LgXG{77<7ql-4!JSC$WE&%NVeimY$%B8KvgK7pBJ`x0=?P}h(!7IrL
zK}|frR8MvWW^^wrt95-NXl*bYPmf>?y0|gy1R^Rdmz06+bx-S*tA4!cw0+vRh0@55
z(nL$fiqu2R93Ro)uUF5?)u~TV0fv(B;gY@zuceyC<SU)<mm*mtVM^?4W@|dtIjPqb
z<M#Hs?%DO6H7Y_mrQD5?)YULEt#6#B5pps6nR+CF)116RlU0R)=9VzulV^))3XbYG
zc(<!776YduY^?yJBRVU$Fe@iTR&cCKV7jVYGq$Id-lPa2nc{`$?+{-<1$f2l1U^)Q
z1>mc3mLoZ8Rgb8EiI||{)INex8Vq#Z^(N-eggX>!Fj*GR^wJ%n#tB5KSd5Fw-bcg=
z-O<8``VG0vq?jS_m5$e#Eeh4tPv^3}M1$@QGR@C8YiHapWO|DQ%-QKQIH5xA6t^FQ
zwUD90v%9}J%%VPlTibLl<!vtY_Jb|sB=luq6|t|miL4%)6ZTEoDKSF((rQ{qgfCK{
z&K00k48mWj{(@Bmoe`MzISonJ(>34XI1k~Gwn&t7LGaKyeQylxkYM9R2gNaVg0#0p
zdCv!W-F><!Q?OMkni=GoMV7g-D)f6N&E`r&ZW6QTFH$~VlvnQxRE}4>WMm|*syKeY
z@fuoOP^OK167Ii|=Qh|BDBf_EW?X4IVJ|4C*I!*virvxN453XwQZyk*)%-SZNKc<#
zUb3v`Z<9!wRpd}5qN>wC<hdy~A@hiYqKtVHW`49nb-5ZTCfFC6!q)qwg9&&tn?ix^
z8}W99>?os(z>9G)YOG_Qpg~jZAcy#2YYQrILIK%h;EL9i^IagV8cgGr@Ow#&^uef8
zC|%Guc1JnNn?D}40lUS;<DTy59+TTwNmYM1qSDd&xdP5+ucpRQ#N(2Zb=d+$`)NE(
ze~HnIa~S&SEiw4l56~5=zOZ4N(=Bl?dK7J<VYi0hrb7p{&ZYYVb(L~a;K-7=&lb(r
z^)tvSzRD9N>;z8v-Rtr046zm>Z-B+kYUVgez6jGtJD7LB%kk@8&mN=t+#*rS|G4a&
zA8%=*u{1JSwe)3yUmsjH=7ibk8ksjOf*y!#nY%JgYh_fzA&9=RDsj>M@WeN<_Irm%
z%_&kSOqf0o8XgCMoN<lhj^zVInwoLWD1+^c%T)GE%X$v^j2jN=GcEs)*=%MpEidk8
zNGCI_S~6Cet?R3<sdb}*0F0)F{p9=^owF~N>-wXk;n?5|freahqF1T&@|l1PpvCXO
zT^?Ro%Gys=qjkqx*}`jY=fZv1%(b7^W!;u>lBx%#jH8}THel1D152lT+Ko?FW!&f9
z=n+W|@D{B6YW5Y}RklEDgAoH4z{KfXLvQ-<a}s^yo95;f#X&s^J>HTx&3Pu_-+R2X
zs5fy%xWYeceVc|EUCcL=h?U9AQTX{&n-i|b&lULdyF{mym&r-k%r#5us5p5_l2aa`
zuo6B7wZ`96!rt}C+p@1G^#NSpr&9Ohe`)8y0e(i)*Q(6wzYy1!H1Sl~WonQs?@Io>
zob-zQA@vPn)aIUdA<C2?x&CY3DV6Kg@$z^4(kaTV&c#V2iBLkF!)=Y$4lv%H(Xi6-
zEZQ7%e#Y09xMHaxi%vjf;RW;q_ZJ>^giUkud`eaA-Cu+cp5uovdBcv9WV)=qAFlmY
z{aw#VC9=R_Mo<Q3(%7bOi@in9Pt{T#_r=osqA7wnU-FCT5J7RlsAI-^mBmHLxTx@K
zfLncXSn`bw(NFn@4c$-2jr)fxENh=f2e`1bS9o6Kj*oL9%hB$MXDPYWWW&nIUMbp>
z@&j>QB#+D#nh^KREaPLNg}K(-)zxItDi@C~ki#QhYGf7)QE;hozTP)97+{VxOLTtO
z*hCo_#4)-ozO@F*oB|=G2m5T^u}v8d5?5~O+J;}wytm5{{m!JmS`;CruR6H1rTEI#
ze<x+1$=`8K{d7-9O7gSVY}0MX<>eC_-!u?_?<F24=GvfEH_$4J(~98KWWETcPc4$D
z9kkkL(=Ux}6dbXw>ORn!Bck_vm#+-f?})4)G!xL#F{oX6+4I3=sOxiF7g+OY+aCpD
zH`<%|VV^uOUS25ZeI20%%{a`x!6O|d<t?nfL{eYAh*_5{oKzH^&#D>#dBy$E-ut5|
z80TwXUCu{ekF~Y;z2{UK8M*fd-&#lmSSadje`dO`ce1bH@2E(+#*D8=gq))`kqoce
zlF<HrepeR|8aTC@f&S?;RR$E+^{V<x2DTE+v6!ce%lrcP{j4T+reKxYCK5Jn23e^>
z`l^X<M<42{<D)1uBx<SY(RG(hmg=~9tvHE!k?5PYUF$??wWV+C1P7qP->jWP+SDze
zqH;YMeZxqJWVRYf->`Tm%FCl&tOYb0jDv18S7uVurXQgLMxe~*G?TehPCqB@PGDQz
z7^hiwQ-qi{=x}K~CQctv9zuNF7(awa4ctv*Ah15<^MT}e7tJQ03KYB~S%fi?voKsd
zh;r>VsxRUtOSg+KOU|!4_J}W^Ul4EjB04u()a!V7{Zz8BrE{0@T|l%bbjrt1D=jX2
zj&8m3%Zr-HJSfb#G1XL?uT<NKo-SVI&it(KftLz&OQT%Z*&Dy@BhgH7Z9->}|C~4u
z!NL|dwOZI|HG%5Ijdb=3_-elT`*%3@Ra7u?FkZ$Nuinnak2m(udf3trFM<%?YW>*|
zwsM2CJft<~XTp3yDke)Be4jsQ9UVn#V(xrH;0X@Yvx*_wKDK;IEiH+mJ_GbE6$%iI
zEtive>wm^w?JI-q=gLZEAwFl|a4WlOHRBD=$>-Sw1dS`mn2hzVb5O$~C*mGxV%fu$
zeMMa15Zz&Bsh~oK?bhoYu~QxmU214Z6qS)*KhQr}S!}RvZ!?W)Luw&0uP!H^yZv&)
zewR^J?*T9Ot^HK-;lbplrlGnX<K{!&z03&&#tWU78DzS>NgoU$<Nhx()Gu7hdZ93=
zT1z~&Z~PMS8|uSDNU+$NvRa;-ZgQ8^bK;5tZ*2L86_SSB9T=@Fx$^1HB?aOk?k{=S
zmVqnibScGsbx>SSvvv{)!8H&puxM~u+}+(4mxWzmu>}@)mk^u;2<~oy;1VFXy95mq
zBsc_5?&kf~t^3~k-uw5rwRLLGOi$0#J>93a>dZ6ESuY-tz1K02okD&cym?*Nk%Q^E
zFMq~3L?$DtVx>;}<Ye7(ZpxLK?_$%gF2?giP5#*%jg8KX+Obn#*tpEnqEm&5GybIK
zJLh1W)F9Zpx(AKUp@q^r^II7=PW3i{b5E9>Eb!n4>2!!A@V?-@ht!kT468Bc`hufV
zRdcRV7QND_sVin|RNot=Gf&gHBj|Q{l2ksb^X)-@s~;s5<t`Qv1lG9(eD(1PoY^e-
z&b+nqt0VQ1bOZkvtec&&+(iTXpSlkGqXM(!czU)h@F}rH{1e2O?YOe)s4Xfk4kckb
z&U1S?gHwh4QKd%94cTelm{l5*H`)HwMWN(4Hp24WK#=xbcK_w`3j_vMSOa7J;ja+>
z%ST(z;pV09ypZvmUXnG(#B^I@e^V@#)&-vnHBGRFX{JI&D!X#NB==Ql<kk{PKkiXh
zz*U><W?sE68wk682jshz*tIt(ChH|`jg4=D$1Y@4HRV<)d#==G*Q9#mKs)eUDkH6a
zl!80w%_Yb3UJ(tIKND<qExSApws?>U@FDpA9#D!|cQnCJROo3qqMyb{>6WGHEX7w@
zk;#imQfSmYgvW=hvh&%-H{aaxLopkx+)3n+_@TH&N^Wy4P(O;f>5H(M^=g4L%|kv}
z;esTF<E3Seh%1Fy`IT2_;kmJPAe5lyb87qPfz1W)?-V%)u}Av*g5a?GB8b?MZYzrA
z%VO3rxvk;aDb+F+(`udL(z8(89Uh+Zwn;;mD+QX?><#ai=E5{ghAf=Um+HT?ZbSP@
zvJ*|r83;7rx6u^I2gW6!y3r>V;weXla`S;c=IfT5me$o;ia3ND=$>0E70GlyeGO{+
zlMqnaUH+W(tf&jKhGWq3Dp|7QjQr1{@>3PO@!WE+tvVxyrvaH9N#9lgs9|UdDUo7h
zw$vPlW|{JIr5Yk>VkvrRvR_8yda<IO*LcanJ+I0vK3!QUax!C9)~@B-%)R|SPM{<2
zl&6ati=_;vN9m@(-x3f*J=2bJmZP0oj>{>uJKor+3yq!h_HA95n8pye`kk^;vix!P
zLcQ=rpPfp!T8q~6qq^C7+I5JMp<3&qQe*}_@ny^yz;<1A569+piVwe%1P%Jj&W}Vg
z@_(M%&0K4g-T?8I5gqo73dCwegv<@$hd<|!svr`c<>$wPL>qm(mxj>3Q*p6{E0F`f
z7=aP8Sz0yGgkiQ|cRgRSpaF@&SWTz6Pdv##8Sxum%D7t3u9MI54)vDfh@;bf!!oMj
zVH&97&bpC~&<j~~=5LKak^UH=_7W3yaJPwcSrN6j@Q1R$Cs)4BjKH&z4C2vtmgK3d
z!E_pJvBOr<BW;Chv}ep+wF>*M)EJ^v9qevJVAEG`_R*}3ET2(JU&agJYLsrXI%laS
z=gLA|ADT8O&4;?)d!}is$%^2_I1zE>a1&11MkzR!GBrHhI2peHnM@=l+Z^E@sfY!Q
zGHzrKrs1wvz5BjYNs}Ftec@bGE<-C(M2hg`9G846#iqY)t8rz2{fC8>Q6?);$ZvO?
z(bPZ%=LAGWG8d~h7K2M0$%oyZ$hX-%C%I>XF0+5#|FR@o&Tm#Rc~kX+A29_B<x%3F
z`H!}Wj8$#~4gSCHutBu5Xqh!;;FK9GAILV=+B1pU$*z(E#QPfLza{kup5&xgDADW*
znIhr*JciONtkW02#J6MeIm!33MH98ZJ{zCvY!jq-HT1TDZL#mCkx$%PUD>EX!mqk*
z%sdz3T{+$fb_jp9M46_SU$`b|NpOgl5i(sc8uizEQ<F_iCy|3N3`vG2*MaY%h6*aN
z+Tq%U$(h(Y_P*7HUDJMQMRT5bVt3)?aBd-O0fj;IinnI1&Gw@yLx-cWEHMu=x!3k9
zJm+`=;+hqNGcZFt^@MdJ+~u%O!@{LN%I8HiH*~@QmTUw5J(2rT8^phqda*kp0l!Pu
z!YnUYrJMUMx#_x?^gnCy-eA%c@fCKr=oK$;4te}!9#MnbQ^4p%g+)*X17@|hej`}W
zA4`NQW;SO%H)s|~9kDdZ(;<|Dd$_p|dQsF5EP7eywauz5S2h99$be;sm}yR{K`*C-
zLxDBEDRXW0?DjOiGYZ-tk~hfjxf|Ggxew-7*YoWgPzD)MKF|=>j-(KYci~dsC-3a`
zAk46I6EHGBBAvQIo$kt6k%mJ%Qd$FO`0;bwuN8&dV;T!iCalZ-b-`h57A#+nFO(~F
z!j-cOlKT@<BVtJqC|u=7))#>1lIx{aK)%Lc;1IVLTRW}XYJm#1_7B-W*>3_BKVA$^
z&|~)!Fh|@9t*Ol%LkTqK$iGn?&~XfBeYpCREkfZpM?Z4eR%nzccTL|2vkYfpBL113
zj$NacbESw*XR2&sJ^H%jP`IW`4=lytsvGepPtb7C&m`)T)iBBrVnar95?bN}nwdml
zN?v3wJqKvEETSITZlpeR*Wls6*k*D1t5a7?=!G_#=e%@9SgU$LBDd%g<|isV@ZFW2
z<$EwNF80a{`lnHu+I}L4hLn~41DJz|>>WFLJeTXkxB!>aAo0h+;Mxe}sRWwq96Lvq
zyw`F9m%LpaRp3di@*N(Ke*DMPhP_aRJCHE1X{y`}sO67?ph|kCk&D*>?$O(H5bV7N
z=6h-fQ`WVBtH+KGrt1S#;3J;MIRlED#J3!J0hWrm8xc-YYPI)P+5Q4s{pF6$wSb;S
z9@yE?8G3)-%A}~)QKMQ;qBn+)9COd7_x-j!8hR-{-^zE@XzgR0rj?IlCO2>WS{_0&
zmb#QrR2Q^~|B!kU%HlW|oO`@WY~%AO?P#ppCZX_XeMTD1H&H}Z`n&^J*~|Rh0F!f)
z0n69ykt>zNZD!8C9dzZx+p;xIE{TE`x67s&TFk;6_vRaPizFl={Uf(yMI6mfh`v@^
z2BJ+T%ul@KKw=-*7C)9DjV9$q^7~hx(O1>iG@!LZw%2<aW;=(>=EtKJnr+<YM}V=V
z&n38jd@N(kzVHPXhkY!p3Mvm`dnQGn+Hj~PzVhd?S}HF&lWf~uK<C`-^xXf4K48Ea
zdrOv8Ct7e~^c98A$Jo#hlpHb_0ijSSRO6*dR!f(jRw3+pd;2cZq#&>MJtN(s>%MiP
zY|&+BrizYveNOV}iqw$XMEuKSsPEqLTPgL$99+xGIFx*O)u1Jkf<ff@{7tz{f^n|U
zxo6D^GHEH8-=nrWTl$Rje?%41cknwpa^;ZBY~phSbX;`<r=Mj6rRNc?V|z(Szv1wy
zS67<nSl#&wv=P2|E$Ca(`4P{A_{BStmW6DRQr}Y>a7jp(8s=Dc0e$InAIh98m5(8S
z@XvPUSSV%Iy!q88kbNEW^SK?T@Na#kp-U8n8~B4=bHYnsPU^qPkc?@A9~0gTfm#6A
zAk8cZ`0JmY;rBu{Z>5*{R80${kaRDU95iQge*>$<^7=+)X8Gc9n!%rp&XclC1#=a^
zGaa`GwxnhTuasUY#b~1h3FBY9RD*XBK%@OpGAqGB?^h=;u?xyCMzx2EJ98Y_rO(Pt
znk5Us7D250)iu1?kr@xHi9<OPu{86g-^SMCOd7A=9bjyYv@U5j(Qj+BSF(BMsfd_l
zns=p4#c@yFw~Sk+<e=mbD5%F>zbxgmdew<u5T0J6u*JUi$oLwp5IH2#DA5yYEa}u&
zgSc-N1{u!!cG|LNQ}89t1^5fQeYJ`%S(*4FEgo30s!f}5<5l(fPL99kLtE&KvRYk<
z1N*d+s>ExE{q&%Y|Kw{s!)l#}+WxX!gTU?2{v{>L@sB_YpAjqj%C_~Fdv=7vLvNRY
zy%%jJ-{`QbG*Uf%Oiq#hqxo&B&zsEce*bbt|4b)-T*i;gV*eZ7>D53Ay|g|w<w|=v
z-h`|q1=|mIXtAl$JClGm@;4_(<ih8Vdo($-^6fS9?-`lQC`QG{^@tyQPBt=$D%`Ky
zqo)E{f`^z>o#f*1W?4PjI=&V#o!M~Wu1t2h1U@CQ3%!qQ7{HA6ugCEQq;Ei$By8(8
zgUwOHv}TQXC3)vt?QgvR=}CvxjX(FJDw;5O%tM0e>3E91w9?{((;)1)K_0zj%JXvq
z3Kga1r=b%&HsZSFh1<<(3(l>v6=qYu%ACTSr~v_WPC(2&6cO9pfhx(lA^Km%*5BR<
zdo&!q(iP-+{abN`VC*LvCO2n|iWA>&`jSB&ho=GV{iT=-&Z^atp8*p#5=pkqG&#>$
zKxHN3qgZ=v(kB!lV7r<jR5G-!%nZ0v=MM=_7rf*<95Uklv^3*r=W42F?b(ex)tFAG
z8E;zIGu|F&Cf+@(ZyPU3^Rr{xwTDOKs+$fbk_Kkdz00d*J$^OO%wR#$?O!MB2ey0q
z{MIO#^Vs7XAE2wdFU>}Wap5bs8&Ag@v2Q&}wDrXCmR^AgphdM^HD!{%P>aD!^_K#`
zesE^n@-`&~b3&0@0e(**I>Y?la0!F+7FLXCz^ab}KPX~7Kl}r`<Qimw0vC4aTTR?P
z8|K~yyAZ}7@cyy$%h$an#G4e_Lfyx@IzME9Nk&qgdM9>3jn+Hw4(@B6xuXe~B?zY8
z5$1)%;y0@uHEZp+*((6OQ3h<GU*$I^nH+UwpSx-_T{Z7UQsK=lSh%iM<qSkp)g6>m
zhsiTjL4{i@yJtr#yN}1zIV`f8z6h2WE-Ogn0~AyuWMrIjW|N;;?%!Rnl$EY|RafA)
zU~h{Hp?KbHbqLr;2zSUFE8MpFNz_g7t({Gcg3yxR6)Bt^7k~7;lmKbn$1tQ7Q!Llx
zAYUGwj^Q_xQG5~c7A|q5li|7UY0<W2!Y2Yg@#2v+6Rni(ed{(uU5^(ru4p9D@w88`
z>$&`i_M$|i8T*FQeC<(f#LgS%zS`eCiA-ur{Jnmm4IzuN@&dPKN(<KmxEKMy;LIr!
zUEM`)lWp=sT-0?++_jX%kv(OZVyLl;gwLZ)a}-gIEXcmd$}yM;#|S2doXZ2v3+p>C
zVtWj*j%GXFp(fn0m*5M?^SAF!Zx9(;(y@?J4@F=Hnmz6i2UwO(oML2oQtQ4D+i<PS
zQEfTu|I>dz^M!-P)Xs!LWZ13AeLl(j1wAR+ew-|`a9WKI-T-Z$LzwfQmU!&%FS?99
zKJ&@{zKM=;y6@N2dAgd$oD-MOx<p3RZ&Tx=AcHP`{@Z~h#i&3oj_;Z(7{xP1>E&T?
zQ(`zyv-}Ni2;7tnXIPtJwd3o_l;Kr?LK-DI^zJ~*b==6+Lj@PR)z6yB=-$&`s-pYt
zr-G?ls^cA=bh?gjqIiIxq8z>?HNuG#llm_oaX*AocBpP$n^)kXlg-2G0}}vk<1aex
zbg?-kHU$yMn@`rSp(JK|IDtNXr~);Sytr=WXWbeL9fZ<%0T(UP-5e$q>x$yf9EN`<
z^_x^KwcJLRjq{o3Uq$1EOqG~Ja1gqm(VbPz&mzVppYE7e__`QQ_8$Ks$(YC@Mel_)
z?Z`JcGY8wFL|Q8CFxt^Q6vr(W8$85xjoqo36ze5E&2y|MmHBe|iO7T3I_dF)Q^u6?
z0S0D<q3At+O(vVF_!dy1xVcYYTtn00D1A?&s!^f>4EIioSUOxNR~LiSh5itl!4~)8
zzX{Py#*1ey`T1SFvmkfl`X`>bKaTk8a6Fx*wzO?F<WXa7F>#O9FbHJ}DJ|)bn(m3*
zR+zqEeUNBxfml#R8mmdVv-$`AA%gY{9;w;oflZ~DHD}Vh%R)w)KYfG`-D*v)U&?fk
zw|kk&)$}RWmTKQtb}pE1*d(lA5`^Kp!8+6O*;L+EF1+w9^WtqUBHwgM)#-jYQy!YN
zQFd18v$vdGQb_W3oiE2E!oX)yXozxTjZ-^Air%rdn7S=Xz^5g@zqD#vWy}-Ocx3XU
zZId8lD%^()-m+BIS<~PDqkt`*ha&ptO&f6sA(0xZq8ll-tiX;5{wdScpeAJ`K{#g~
zn;LK`S!t4@Xvu)y98R(wz~kljWI7rg**Ns3b57AtugvngYf^40?~IO2&DiJ<TVIqi
zBq&)aytahn%6|~`fWj-2xO#P^RgS8{U0Gby1D35=`J52FI?-W;u%~<;MuHi&i15PL
z&#TOtolA;wre)>L8)T=|InrF^rjNCO0fR9w7zGwx8Wp-Ax}w2LN2h&7LlQA`<6&Zz
zL<Sm3@fet?$U1#0#{^ii8?vSlA<-#pC6x+=h+KtAL7u_xLC$W}2;IT0>r*o3{Ap=|
zX<jr@yg1!iJ&RH%%;f393#{L{R2ZkbLk-m9U-rJ1Sj#>6a3Y7uMUXAd;Ge3QjS^1H
z<ZkmuB?V9u<zfV=)y1Wx#od}ck|pU%nnbNKugL-gMWaM<Pv%dP`X=B%Mij>(C1~36
zPRGkTNAU=3P0Dt^x8nn%N_Jq4`p}4sBSHJ!Uv++u>GE2*?wyC-w6#BUwrST3SHBup
zDbX-6d01Cr`vmH{s0`_sktXH7-BOG;)~u5H@Hp#%FC>2|Y|To7C&sm*@KDz}s|s@n
z4K6_o2XwT*=+Crep9u4n2#v%bVeI%cS(Oc?3AjBYFSB1Bu=3YBmf;Nquvk_dvZwR(
zrT?mDpR0K{uD-+`hxU6KBbcatZU^w0Yv-O(&?QhzM*p0U;ges*Pk2HJhcrC`%bj9+
zC~O}v{E4AL-n;e2RZ7_4@W;>E#CP4J>1SvfT|YwHKPlIFDz89-HcBtiUA({dR<{$o
zw;dazC8p{YYc!y(Y>{gj?^|galD#Gg4UHv3Q{ayU|4jIesxB_44u7Q-uSS^|w=AZJ
z$9;Hv&@+;PuPR4qQSy+hoXJh$E6N>;(pb%M{Wu9~q>9d<^&L#U4Rrt(b)AYlVUmdP
zvDWQ4$iuT&jJSO_^)tTRNVsp-+iFPkgCbMve%JO)Pv6bxj>p{9*K25fKlRpA{|*(D
z(3jzsJ~H;toQPe2Wr&D+%vZO9LMbap7d_2Rn(tNPakg7nbleF|OpX28#vQ%V)qIoC
z5X<I-bkQfk>>WV)gj9EJ6F)Ujsg_L8)tpcJkUVbZV})C+Vm?}$UT{#JFtKW>QO25<
zg2T<Ixv}E+C@xQ)cC0IfP{HY_K@jHiYZfhmCNwdZQI5(;o4kj%5%4(fa9J*vbi>>>
z8(NaLF-ya$?c!SwC7-lUj<y|7TnurT(nBbQKzQ*!8H;X5S+hBJ6in#Vsw~EnH=^md
zuxrsq&li-97|MLX{AG4n7xZ9FwiLZ4Z;|<gTdegP<}DcqF`CWy-$M$5KUa1{na*ST
zqP$_+o6@QacN!rBlEpqefocxPkFVI%^PCHyGJ>!Zzl0ej$Blk#ovSfFBJh^RTt{8e
zG9d~lB+IG%juxf*9zu_IdKtSQ9_Gka+WMVY`W)xg#_2RDf;;NE-uy)07<;d9_}G)u
zor0n9Kw)L6>Rd%@1U&X+Sk#X2wT9^=X4m_5&QEF{lYN^@OE1x9rL!)YE~lU4C>Iu*
z8Ga6w9bnsHd{vTE6))<QlvhV+#;d;eWLldqk8#yXykyx1Y&NG<DU=#ru-+92X-kd=
z(Y?YsEtJM2$|lcug`{mVf*QjdxHzMG_&)%+8T;^SppC!U)v;Yi8WtH(qb!Q)Mz7MS
z#BiuWzO9S+N|UwHP+#`F8tovLEbklCVM7ahhj>&TY*1`yHqz7%@pZxZ+~zv^r;`xG
z@^NQ6)9RPqMkKv|$r8C}dkOstd3>PY!2K$%(p>J{p0JW<liium2{Xx9^sG?2{Ox$v
z-itE~1Jlq{*x`K#7a21JtFC(o?IY$>GV_J|Ev@%{8Hv!;_9r936jw4GD*RpG0$|Aa
zd`98#l9|F03T#l>ZPB%%+K4z=47;YgXTGHa5hebS%lR1Ej@8*`XD=m%EU@Ik@RyE~
z4l5(uI&U1CmitZj6$%fn+F3iBF|SFf-}tUPx`hrET2`jd9B`p32n&KMzYj8T--;!>
z$D=EIKUEFR7FZGN!0^RMDx;nl>KRua*F0EX9~Dwy-5J}#=RLxRY-EuKA+k5gEaWCd
zN41-#e_)3eQlulxL4J;GNO2T@(z5b^_4M|`Kuo>H1eb><2Vtski-(Jr%Mp=h<d6=n
zR6S!w9k|hCmrmgEgw|K{QN4w>vN^8SNZXlJ><im$8N5G0BK9yUR+VLGr{T-z2NHR4
zZ$@0-zM@Hqj?)+=7Y-tKF4!5Oc8{x{jYfOCRpWiPs@t#)Yj#)VeTXS-p-czteGdA(
z_&49?LMvCErG)|^S_zl*lw!Y$Hp~aKXsd`_w3$9G(Vp(K*!rJOkmas#wf!Y=oVe9o
zXQNNQf<Q)+e8$8gcj-2xYG{$;jg<{y6DV6FZGpw1^7Y$WBN|-oFkbRrmOcldi>P#4
z&0xdOrm<MViqn40FfX0Lz{d!?6cZb_RL0%svCHxP)ce1sO6JcVtUekO2Y_tFVfqD6
z;fO>aleqn9B;$R{IXoMyS8fxdInH1#jSy({HoX9m5>>*|GvZ>Ge6FBWxgaLpNPpS)
z`mOUJp6vul6{J>H%*Y#m@&kyaG*uaQ64D>4t)6QxMwHBTJmMu-unTmx@oX=q8sX>(
zm9UPZ`)Ga@a-h2_DnBtjkw^Nj1;=?#%gJ;~AD%iAMQ?twY(>Rw-Naztrr!2E*fUG+
z?kGca4L7IK%z|%SL*Z_0(-fJL9s-6PIDus4_qQh`7&im~pLgSzn{jgf45wSEdm7u>
zD@rV98w{|A)|N~0GuJ;Nz+kE;<^)EaMiR=Y;kE}SGB<i^rh%c{^KU%KY>yWd>4<(P
zHe{2jMcv=H%kRPnV^V)I7V}*UR2L8;R^NyR-_efP?cO>^9^ol#ev*|6i{AHIYIQd-
z-wFqnaTpC*G82sRgXYqSX^H%K;@i`r0+=P$&_~Z&EEQ0W)6e&dxKoK@0^)nlE!2cX
zlKTSpXFXnK4RNr)OKoB3#R6L(USOO(k2>&WAl2TC8&()7B1b>Qj9r>Tf6k0w^)QdU
zFyongY(6u@2kE!xYd!!4O2tXFMh8`v$(18%_%n>x5CUA0rYt!ua7o7^_w;bfl>7}t
z<|mRobiAeI<tbz7IT4NV1j<cK9%Gim(XP4I6++g6F7A5S@}dbT><%y`O|BI|0WsLx
zFnPZz7bbVPZtJgG+0PZNH`OP}udH%wX@b^==(?l}ibMC=C<Irw8!uu^O2jqO!<}K4
zu+?k&=#g+#$NuVwL~HL!?Ea-*e3p)gfO9Lc*e|oD%be|B-#zgO&f9d9e|S70oc%pD
z5r-lye!n{7_DxHw{(Y3t!9xk}Z*;N`K+4I-HL*-ItZlwzK?I?)YCS`M4W|n2;gNL*
z^&Kk3R@!lAFR1wH43phlI_)D(HfF8u&4I(-uue0uLv{W5Tv~qmHT4|>AU&wSJpU!f
z4Mkv#sdQkQQH0v7g}VMBGR9cSReFoj;kzML!*!ld?LVfRK!NvP5?9`Q)VG2Pz27p|
z&Y72YVI4P4_fUyx188XLrH4WX7?ijl2x4S(saY5!Y-e(KN2bF?3eQ7mm<0>acUw!k
zq{kNMf7;TuFMLuWxUl~E72c~Vw94X?`NebKnodqkj3@u3`xAy`GMBp=OoPQ`#e(e}
zS*DlwPS3rCgL*U0BQ0!Ybf+Fo?}*TzV>GGX>QLpn@Wt<3O%G#f>i1}v4PTPJD#IxS
z%l5Qi$ObsCODo3w@}7&nv{?_Wy!c_-GqgIDb%8g9C0)5RMV144vWUy{=Y@Mmg#3SC
z0Py}B13=f?8M)<O!_rR2&GCP>^z-l`IRXEP8=wy0`P<`)a074){;y5{JpB4xnp};V
zwGGItE*Edp#-}>1$?KufF*asU6lju3QB`A(XCVy8#z$;PeECR-(9xpD!BGt^MwNQb
z7W6D4Lh;!Lz*C-D$;yzd*NbQ;qc0N(A{gZ@Tx5u>m>i!K$ByL<CuV+6%BiF<Nixt4
z`A%Ny%~94TsV5m9)bO<L34SE6)PFFR@867-a(A<Zy8@U1%5cO!Kn-T&4s`&if*~*`
zI6!UR2?F&205mKSP*)GI8{8EJ2S_2@T;Wa^jxZ}YKpkuagFAs80D4X^52z~w1_49<
zrx8h<kbyhE9W7yC06RbjioBPG+rZs60n7kS8CNLS4LMjA$+7@2$qECxfZSX_pa2&a
z50X}4^xqPHp{as(p#}g?n42v?8VYtqk~6Fvzz76VL<Q>Y33r7c08GdmH8|w|R;H;d
zXTTxv?%-evc5*^$VA8dPAppp)GsGIHoeco`3m@(T;Njrr<>nIt^7F9+Ir!PRIe57^
zfZPBRroR|ekyZkbNV!ay0rt*dH(LZ04EUGf$dUXUJRCqI4oz1$#NF!e9RKM4Zym@k
z9d}DRD6&q>U%0w3HwUEU09`QB6YMfbi=gaWg6t5an-RhQq$Oa06w<XY1QH|yZs`gI
zAVmOjNbf@({{H&chaCXWLx7ziZ~%uD!UNz9;BbY*-H=_{P~=b_FtP&zMIasT00uaM
zUEE<#NW3stH+STkAzP)~keb*voS{zae<x%IxLdkAxw*6dHIdze7XSvhxq?0R5r1Vh
zT)|dIz#ugM=pO~ra4(L(IN=C@8{82&)n74TfC|_K`9cF=0kB|TV6dRGVB`jxTbP>%
z1O%8^gB=jizl*Qy3U+peLXc_muNHCfzd;JOw8P}#|F_WmCl3v@q1OMFh5Y|V7XHK3
z(FD6XA^@VI$oPUgxH~!_0LZM>bcI4-R><f@@^X;*3E<QR7z4PGS<4MDMXm|V2MXXt
za(9$u0mh<0D@!mxH;{{mA1q)Av<CAD0J(*DAy7*ogoleC!Xqv!$SWYgC1eHV;}ziI
z2U_z2fn5ATf?%+<fFKZJEeIAj{a?=jE6XQO8Rd(A(V{V;q4i$@rXf$GAZ?hhz-*i^
z>I~iS?O3Wq<&wH-DWvSy(u3q?@o7V-yLU&QC1M*((MC3fLgRymIxNmm07+J82B?+0
zb5yk))L|TJtQN_u8+N3Ezk(H)>=GQxpG3XBC6guR3Z83!o;X?`{QC}hGAPE&(1a%g
mR<Aw(--p0I@$>)biivOoySjO~Lai}@-29jf400OsnEwS)GBpMO
literal 0
HcmV?d00001
--
GitLab