<!DOCTYPE html> <html> <head><meta charset="utf-8" /> <title>novelty_functions</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; color: #000 !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 4.2.0 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=4.2.0'); src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.2.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.2.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.2.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.2.0#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; } .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; } @-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 { filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=1); -webkit-transform: rotate(90deg); -ms-transform: rotate(90deg); transform: rotate(90deg); } .fa-rotate-180 { filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2); -webkit-transform: rotate(180deg); -ms-transform: rotate(180deg); transform: rotate(180deg); } .fa-rotate-270 { filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=3); -webkit-transform: rotate(270deg); -ms-transform: rotate(270deg); transform: rotate(270deg); } .fa-flip-horizontal { 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 { 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:before { content: "\f09a"; } .fa-github:before { content: "\f09b"; } .fa-unlock:before { content: "\f09c"; } .fa-credit-card:before { content: "\f09d"; } .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 { 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: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-rebel:before { content: "\f1d0"; } .fa-ge:before, .fa-empire:before { content: "\f1d1"; } .fa-git-square:before { content: "\f1d2"; } .fa-git:before { content: "\f1d3"; } .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"; } /*! * * 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; } /** * 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 { 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; } @media (max-width: 991px) { #ipython_notebook { margin-left: 10px; } } [dir="rtl"] #ipython_notebook { float: right !important; } #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#login_widget { float: right; } 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; } @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; } /*! * * 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 { text-align: center; vertical-align: middle; display: inline; opacity: 0; z-index: 2; width: 12ex; margin-right: -12ex; } .alternate_upload .btn-upload { height: 22px; } /** * Primary styles * * Author: Jupyter Development Team */ [dir="rtl"] #tabs li { float: right; } ul#tabs { margin-bottom: 4px; } [dir="rtl"] ul#tabs { margin-right: 0px; } ul#tabs a { padding-top: 6px; padding-bottom: 4px; } 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 { float: left !important; } [dir="rtl"] .list_toolbar .pull-right { padding-top: 1px; float: left !important; } [dir="rtl"] .list_toolbar .pull-left { float: right !important; } .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: baseline; 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; } .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_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; } .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; } #tree-selector { padding-right: 0px; } [dir="rtl"] #tree-selector a { float: right; } #button-select-all { min-width: 50px; } #select-all { margin-left: 7px; margin-right: 2px; } .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.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.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.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.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; } [dir="rtl"] #new-menu { text-align: right; } .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; } [dir="rtl"] #running .col-sm-8 { float: right !important; } .delete-button { display: none; } .duplicate-button { display: none; } .rename-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.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.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.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.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); } } /*! * * IPython notebook * */ /* CSS font colors for translated ANSI colors. */ .ansibold { font-weight: bold; } /* 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; border-left-width: 1px; padding-left: 5px; background: linear-gradient(to right, transparent -40px, transparent 1px, transparent 1px, transparent 100%); } div.cell.jupyter-soft-selected { border-left-color: #90CAF9; 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 { border-color: #ababab; border-left-width: 0px; padding-left: 6px; background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 5px, transparent 5px, transparent 100%); } @media print { div.cell.selected { border-color: transparent; } } div.cell.selected.jupyter-soft-selected { border-left-width: 0; padding-left: 6px; background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 7px, #E3F2FD 7px, #E3F2FD 100%); } .edit_mode div.cell.selected { border-color: #66BB6A; border-left-width: 0px; padding-left: 6px; background: linear-gradient(to right, #66BB6A -40px, #66BB6A 5px, transparent 5px, transparent 100%); } @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. */ padding: 0.4em; } .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. We need the 0 value because of how we size */ /* .CodeMirror-lines */ padding: 0; border: 0; border-radius: 0; } /* 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; } /* 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: 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 { list-style: disc; margin: 0em 2em; padding-left: 0px; } .rendered_html ul ul { list-style: square; margin: 0em 2em; } .rendered_html ul ul ul { list-style: circle; margin: 0em 2em; } .rendered_html ol { list-style: decimal; margin: 0em 2em; padding-left: 0px; } .rendered_html ol ol { list-style: upper-alpha; margin: 0em 2em; } .rendered_html ol ol ol { list-style: lower-alpha; margin: 0em 2em; } .rendered_html ol ol ol ol { list-style: lower-roman; margin: 0em 2em; } .rendered_html ol ol ol ol ol { list-style: decimal; margin: 0em 2em; } .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; } .rendered_html pre, .rendered_html code { border: 0; background-color: #fff; color: #000; font-size: 100%; padding: 0px; } .rendered_html blockquote { margin: 1em 2em; } .rendered_html table { margin-left: auto; margin-right: auto; border: 1px solid black; border-collapse: collapse; } .rendered_html tr, .rendered_html th, .rendered_html td { border: 1px solid black; border-collapse: collapse; margin: 1em 2em; } .rendered_html td, .rendered_html th { text-align: left; vertical-align: middle; padding: 4px; } .rendered_html th { font-weight: bold; } .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; } 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.unrendered .text_cell_render { display: none; } .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; } /* 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; } .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 { float: right !important; float: right; } #kernel_logo_widget .current_kernel_logo { display: none; margin-top: -1px; margin-bottom: -1px; width: 32px; height: 32px; } #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; } .nav-wrapper { border-bottom: 1px solid #e7e7e7; } i.menu-icon { padding-top: 4px; } ul#help_menu li a { overflow: hidden; padding-right: 2.2em; } ul#help_menu li a i { margin-right: -1.2em; } .dropdown-submenu { position: relative; } .dropdown-submenu > .dropdown-menu { top: 0; left: 100%; margin-top: -6px; margin-left: -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.pull-left { margin-right: .3em; } .dropdown-submenu > a:after.pull-right { margin-left: .3em; } .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; } .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; } #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; } #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; } #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.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.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.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.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.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.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 { margin-top: 6px; } span.save_widget span.filename { height: 1em; line-height: 1em; padding: 3px; margin-left: 16px; border: none; font-size: 146.5%; border-radius: 2px; } span.save_widget span.filename:hover { background-color: #e6e6e6; } span.checkpoint_status, span.autosave_status { font-size: small; } @media (max-width: 767px) { span.save_widget { font-size: small; } 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; } #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; } .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; } 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; } .cmd-palette .modal-body { padding: 7px; } .cmd-palette form { background: white; } .cmd-palette input { outline: none; } .no-shortcut { display: none; } .command-shortcut:before { content: "(command)"; padding-right: 3px; color: #777777; } .edit-shortcut:before { content: "(edit)"; padding-right: 3px; color: #777777; } #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; } #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"> /* Temporary definitions which will become obsolete with Notebook release 5.0 */ .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-bold { font-weight: bold; } </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/2.7.1/MathJax.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 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-ipython2"><pre><span></span><span class="o">%</span><span class="k">matplotlib</span> inline <span class="kn">import</span> <span class="nn">seaborn</span> <span class="kn">import</span> <span class="nn">numpy</span><span class="o">,</span> <span class="nn">scipy</span><span class="o">,</span> <span class="nn">matplotlib.pyplot</span> <span class="kn">as</span> <span class="nn">plt</span><span class="o">,</span> <span class="nn">IPython.display</span> <span class="kn">as</span> <span class="nn">ipd</span> <span class="kn">import</span> <span class="nn">librosa</span><span class="o">,</span> <span class="nn">librosa.display</span> <span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">'figure.figsize'</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="mi">13</span><span class="p">,</span> <span class="mi">5</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"> <p><a href="index.html">← Back to Index</a></p> </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="Novelty-Functions">Novelty Functions<a class="anchor-link" href="#Novelty-Functions">¶</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"> <p>To detect note onsets, we want to locate sudden changes in the audio signal that mark the beginning of transient regions. Often, an increase in the signal's amplitude envelope will denote an onset candidate. However, that is not always the case, for notes can change from one pitch to another without changing amplitude, e.g. a violin playing slurred notes.</p> <p><strong>Novelty functions</strong> are functions which denote local changes in signal properties such as energy or spectral content. We will look at two novelty functions:</p> <ol> <li>Energy-based novelty functions (FMP, p. 306)</li> <li>Spectral-based novelty functions (FMP, p. 309)</li> </ol> </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="Energy-based-Novelty-Functions">Energy-based Novelty Functions<a class="anchor-link" href="#Energy-based-Novelty-Functions">¶</a></h2> </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"> <p>Playing a note often coincides with a sudden increase in signal energy. To detect this sudden increase, we will compute an <strong>energy novelty function</strong> (FMP, p. 307):</p> <ol> <li>Compute the short-time energy in the signal.</li> <li>Compute the first-order difference in the energy.</li> <li>Half-wave rectify the first-order difference.</li> </ol> </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"> <p>First, load an audio file into the NumPy array <code>x</code> and sampling rate <code>sr</code>.</p> </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-ipython2"><pre><span></span><span class="n">x</span><span class="p">,</span> <span class="n">sr</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="s1">'audio/simple_loop.wav'</span><span class="p">)</span> <span class="k">print</span> <span class="n">x</span><span class="o">.</span><span class="n">shape</span><span class="p">,</span> <span class="n">sr</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>(49613,) 22050 </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"> <p>Plot the signal:</p> </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-ipython2"><pre><span></span><span class="n">librosa</span><span class="o">.</span><span class="n">display</span><span class="o">.</span><span class="n">waveplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">sr</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[3]:</div> <div class="output_text output_subarea output_execute_result"> <pre><matplotlib.collections.PolyCollection at 0x119a68a10></pre> </div> </div> <div class="output_area"> <div class="prompt"></div> <div class="output_png output_subarea "> <img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAwsAAAE8CAYAAACPRi2GAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz AAALEgAACxIB0t1+/AAAIABJREFUeJzsvXmYXNV95/29tXVV71paCLSBhAQIzCKMIY7BK/EydpzB SYwZ20neDPY4cfJOYnuc1+MkPAwPMEmceLyATWwTD7ax2GzAGBvLgCQksUiiJbW21tarel9qv9s5 5/3j3Hvurerqru5qSaXq+/s8D6jq1r1Vp07f+p3z2zUhhABBEARBEARBEEQRoWoPgCAIgiAIgiCI 8xNSFgiCIAiCIAiCKAkpCwRBEARBEARBlISUBYIgCIIgCIIgSkLKAkEQBEEQBEEQJSFlgSAIgiAI giCIkkSqPYCZsG2GiYlctYdR0yxaVE9zOE9oDucHzd/8oTmcHzR/84fmcP7QHM4Pmr/509bWVNF1 57VnIRIJV3sINQ/N4fyhOZwfNH/zh+ZwftD8zR+aw/lDczg/aP6qx3mtLBAEQRAEQRAEUT1IWSAI giAIgiAIoiSkLBAEQRAEQRAEURJSFgiCIAiCIAiCKAkpCwRBEARBEARBlISUBYIgCIIgCIIgSkLK AkEQBEEQBEEQJZmXsrBv3z586lOfmnL8xRdfxMc+9jF8/OMfx2OPPQYA0HUdf/VXf4U77rgDd955 J8bHx+fz0QRBEARBEARBnGUqVhb+/d//HV/96ldhGEbBccuycN999+EHP/gBHnnkEWzevBkjIyN4 9NFHsWHDBvzkJz/BH/zBH+CBBx6Y9+AJgiAIgiAIgjh7VKwsrF69Gt/85jenHD9x4gRWr16NlpYW xGIxXH/99di9ezf27NmDm2++GQBwyy23YNeuXZWPmiAIgiAIgiCIs06k0gvf//73o6+vb8rxTCaD pqYm9byhoQGZTKbgeENDA9Lp9Kw+p62tqfxJxIzQHM4fmsP5QfM3f2gO5wfN3/xpa2sC5wLjqTyW ttZXezg1Cd2H84PmrzpUrCxMR2NjI7LZrHqezWbR1NRUcDybzaK5uXlW7zcyMjulgihNW1sTzeE8 oTmcHzR/84fmcH7Q/M0fdw7zho0f/eYo7vzwldUeUs1B9+H8oPmbP5UqW2e8GtK6devQ3d2NyclJ mKaJ3bt347rrrsOmTZuwdetWAMC2bdtw/fXXn+mPJgiCIAjiLLOrY6jaQyAI4hxyxjwLzz77LHK5 HD7+8Y/j7/7u7/Dnf/7nEELgYx/7GC644AJ84hOfwJe//GV84hOfQDQaxde+9rUz9dEEQRAEQZwD Ribz1R4CQRDnmHkpCytXrlSlUT/ykY+o4+95z3vwnve8p+DcRCKBb3zjG/P5OIIgCIIgqkjesKs9 BIIgzjHUlC0gWDbD3qMj1R4GQRAEQRAEUUOQshAQbCbwwNMd1R4GQRAEUcNkdavaQyAI4hxDykKA 4FxUewgEQRBEDXOke7LaQyAI4hxDykJASOfJGkQQBEHMj6UtcaxZTrXuCSJIkLIQEMaTerWHQBAE QdQ461e1YGVbQ7WHQRDEOYSUhYAgAMQi9OcmCIIgKkcIqohEEEGDdo8BYUlzHa5dv7TawyAIgiBq GCGAaJi2DgQRJOgXHxCEAMIh+nMTBEEQlSOEwGTGqPYwCII4h9DuMSAksyYsm1V7GARBEEQN09k3 CQGt2sMgCOIcQspCQIhGNIRDJOAJggg2P9t2stpDqGm6BzPo7KXyqQQRJEhZCAiCyyRngiCIIPPs zq5qD6GmueGKZSC7E0EEC1IWAgIHQD3ZCIIgiPlwoj9JhieCCBikLAQFIXDqdKraoyAIgiBqmAMn xyFIWyCIQEHKQkAQAhhLUWM2giAIonKEEFjaEq/2MAiCOIeQshAQOJmCCIIgiHly+ZpF5FkgiIBB ykJA6OxLIhELV3sYBEEQVWXjxYuqPYSaZsXSBqRzZrWHQRDEOYSUhYCwcmkD1q1sqfYwCIIgqkr3 YLraQ6h5yLFAEMGClIWAwIXAZJq6bhIEEWwWN1O8/XyxbF7tIRAEcQ4hZSEgjCR1DIzlqj0MgiCI qhKL0rI3LwRQRyGtFbPn6HC1h0AQc4akZkBoPzaCtRc1V3sYBEEQVYWSc+eHALCqraHaw6hZOk6N V3sIBDFnSFkICL9z5XJMUBgSUSWef7W74PnRnokqjYQIOsMTeaSylKBbKRoE5SwQRMAgZSEgcAG0 NtZVexhEQBmaKAyB23VwsEojIYJOJm8hq1vVHkbNMpLUMTyer/YwFgQ2o9wPojYgZSEgCPK9E+cJ 1PODqDbhMC19ldLaGEPeZNUeRs3iF38//k1n9QZCEHMgUumFnHPcddddOHr0KGKxGO655x6sWbMG AHD48GHce++96tz29nZ8+9vfxtVXX433v//92LBhAwDgfe97H/7kT/5knl+BmC3kPCaqyeB4Dosa 6/C5f92KW665sNrDIQJMJKRVewg1jAYqnnpmICMeUStUrCxs2bIFpmli8+bNaG9vx/33348HH3wQ AHDFFVfgkUceAQA8//zzWLZsGW655Rbs3LkTH/7wh/H3f//3Z2b0xOwRoNKpRFX51Wvd+MR7N1R7 GETAWdHWAE0jZWE+NCai1R5CzUK3HlGLVOyL3bNnD26++WYAwLXXXouOjo4p5+RyOXzzm9/E//yf /xMA0NHRgYMHD+KTn/wk/vqv/xrDw1RC7FwhAOjkOiaqyKsHh6o9BILA6dEsTo9lqz2MmoaUhcoh ZwJRi1TsWchkMmhsbFTPw+EwbNtGJOK95RNPPIEPfOADWLx4MQBg7dq1uOqqq/D2t78dzzzzDO65 5x584xvfmPFz2tqaKh0i4dDW1oTGxjq0LUrQfFYIzdv8qIvHYNocS5c2quc0p3OD5mt+uPMnBGAL jeazAtramtDQUIdQOIS2tib8/Xd34n999u3VHlZNEY9H1b1HcnDu0HxVh4qVhcbGRmSznnWGc16g KADAs88+W6AM3HTTTUgkEgCAW2+9tayiAAAjI+lKh0hA/rBGRtJIZ3RYFqf5rAB3DonKaGtrgpGX pSpHRzMAAD1v0pzOAboH54d//tpa4khENJrPOeLOYSZjwLblWtLeOULzOAfa2pqg6xZGRtJI5UyS g3OE5OD8qVTZqjgMadOmTdi2bRsAmcDsJi27pNNpmKaJCy/0Ehm/+tWv4te//jUAYNeuXbjyyisr /XhirpDrkziPODWYqvYQiIDChUDvMG04KkVAwDDtag+jhpGL8Tce31/lcRDE7KnYs3Drrbdix44d uP322yGEwL333ouHH34Yq1evxnvf+16cOnUKK1asKLjmC1/4Ar7yla/g0UcfRSKRwD333DPvL0DM DiFIXyCqh7r3nOS+vmGKGSeqQyQcwvLF9dUeRu0igMkMNbWrlLzBcOJ0EicHUlhBnbCJGqFiZSEU CuHuu+8uOLZu3Tr1+Oqrr8YDDzxQ8PqqVatUlSTi3MIhVJm2Lbt78b63rqryiAiCIKoDJ8tJ5WhA U71McL5sVWuVB1N7HOoaVx3ERyapuR1RG1BnmqAgANOS1ZB+suVYlQdDBJXndnZVewgEgbxOYTTz Iez0qegZzlR5JLVH3rCRcTqIH+mZrPJoCGJ2kLIQIKi2OFFtRpN6tYdABBwuBJ5/rafaw6hdfCGt eYOUrrkiAAhybRE1BikLAcFf23njxYuqNxAikBzvSwKgvBmi+oRDIbz18rZqD6NmEep/RCVoAE6P 5ao9DIKYE6QsBAThy1lgZNUgzjED487iSLceUXUEGuLUVKxiROF6QswNmjaiFiFlIUC4MuooxUkS VWJwgixqRHXhVBluXgh4Rqe6aLjKo6k96N4jahFSFoKCAFmCiKrTPUj17YkqQ7JwXggh/+NcIFFH ykKlRMKUQ0jUDqQsBAS5NErhlIiRgCcIIpgIIb0LT249gV6q5jNnuBAQQnoW3KpIxNwhrwxRS5Cy EBA0SEsQFwKNCYrXJQgimAhN4OTpJJ7b1U117itACJmvYNocnMt1hSCIhQ0pCwHBTUizbU4xkwRB BBcBrF7WhCXNcTQ3xKo9mppEwDM+2YxXezg1SZZ6fRA1BCkLAUE4SX02E1SNgThv4HQzElVAQODy Na2IRSiMplI4F44RqtojIQjibEPKQoCQsbpkDSLOHx7d0lntIRABQwhAcMAwGboHKWdhrgjIOWRO 7oIgXzVBLHhIWQgKjjy3GYcQguJMifMCyyallTjXCEAT6BvJ4sW9/dUeTO0hNJm3wIWTv1DtAREE cbYhZSEgcKdcoO0mpZGEJwgigAhIz0JjIoK+EfIszB3pS2BcqDKqBEEsbEhZCAjCFfCC4kwJgggw TunUi5Y04OPvubTao6k5hBOHZNlchbXOhWd2nDo7AyMI4qxBykJQcDwLnKxBxHnAdeuXygd0HxJV QYBxgVTOrPZAag53/bA5B2MCbI75b529k2dpZLXLroOD1R4CQcwIKQsBwfUmMCfOlMKQiGoSCUvR Q3chca4REKrsZzwWqfZwahABLgDGhONZmNvV1MhtKkd7Jqo9BIKYEVIWAobrWZirNej//urIWRoR QRDEuUX2CZDGE6IyuBBOZaS5zSEVNSCI2oOUhYAgnDAkxiuzBpG7nqiUUpW3klm6n4jq4JaQZlRC uiLkz1mAMwGtAl1L9voJppI2NJ6r9hAIoiJIWQgQQkirDuNzXyBNsgYRFVJqYxDUzQJRXVzPqlv+ k+LgKsHxTguZ4Dya1Od2tWO0CiKPT9dXJpjTQdQQpCwEBHddZFzI0qlzFNaWzWmDR5xRKG+GONdw 4fYGoKpwldBxckytJbIEtzw2F4QQYCyYEz+dzAvmbBC1BCkLAcHtssk4ryjB2Q1fIogzxfd/cbja QyACiHD+A3efEbNlT+cIALmeuN6Blsa6Ob0HB2BR+JcimTEwMpmv9jAIYkZIWQgKvtKpXABHuudW fUE2dKOFlZg7pe4aTZPlAumOIs4lyt7hJOfO1QAymTFwvD+4pT+VoclXJOONw0Nzeg/OKVfEz2uH hnCkJ7j3FFEbkLIQEIRwhbRcHNtaE3O+nqxBBEHUNkL9n/O5x85PpA282Tl6FsZVG+zsGJQFMnxz x+aocAlOFZH8nBpIVXsIBFGWiotMc85x11134ejRo4jFYrjnnnuwZs0a9fo999yDvXv3oqGhAQDw wAMPwLIsfPGLX4Su61i2bBnuu+8+JBJz27QSlSGtaF6uQla353Y9FyTgiTNGZ2+y2kMgAojbUMzt PDzXyMpM3kI0Elwbm6xkJNcS05LrwaUrWub0HjzAVahKerI06jtBnP9ULPW2bNkC0zSxefNmfOEL X8D9999f8PrBgwfxve99D4888ggeeeQRNDU14YEHHsCHP/xh/OQnP8HGjRuxefPmeX8BojzjKR2u Rc0V0i+80TOn9+BCkGeBOOO8sn+g2kMgAoR/q1ZBUTikcyZCQW8q5kyi7Uzg8sX1c7uc1pICqHAI UQtUrCzs2bMHN998MwDg2muvRUdHh3qNc47u7m78wz/8A26//XY88cQTU6655ZZbsHPnzvmMnZgl T79ySgl413W8aUPbnN6DcYCRZ4GoAFoLifMFVQnJ6RUw141a3mCBz7Nxi2W4Xuq5/r4FAMsK7lpS Fw0XPA+46knUCBWHIWUyGTQ2Nqrn4XAYtm0jEokgl8vhk5/8JP7sz/4MjDF8+tOfxlVXXYVMJoOm piYAQENDA9LpdNnPaWtrqnSIhMP2/QP42LsvBQDUN8jKFcuWNs5pbiOREOqb4oH9ewT1e58J3PC1 aCRUMpSN5nZ20DzNj7a2JuR0C5qmIZGIIhINI63bc5rXRH0MNoL9t0gkYgCABmctaWism9N8hEIh xBvkNYxxhMPBCusqjjqKJ6IAgn1PzQWap+pQsbLQ2NiIbDarnnPOEYnIt0skEvj0pz+t8hFuuukm HDlyRF0Tj8eRzWbR3Nxc9nNGRsorFMT0uD+sbNYAAExMyg6SyWR+TnNr2wxDwym01IXLn7zAaGtr ovtwHrQuknlLG1a24GDX1CpcNLfloXtwfrjzl9MtcM6Ry5kwTQbLYnOa13RaRyprBvJv4a4l+Zzs vp7OyGZsyZQ+t7WEMYyNZTDSGsd3nu7Af/voVWd+sOcrJbwwW/f2AyA5OBtIDs6fSpWtilX6TZs2 Ydu2bQCA9vZ2bNiwQb3W1dWFO+64A4wxWJaFvXv34sorr8SmTZuwdetWAMC2bdtw/fXXV/rxxBxx i364LuO5lgwUwuvinMlbZ3JoxIIn6IEbxPkCF15lOECguT42t+srqKC00PBVn5X/znU+hOdtDGKi M4VlErVIxZ6FW2+9FTt27MDtt98OIQTuvfdePPzww1i9ejXe+9734iMf+Qj++I//GNFoFB/96Eex fv16fO5zn8OXv/xlPPbYY1i0aBG+9rWvncnvQsyAG5vLnaS0OSsLECrO9Me/6cRnf//KMztAYuFD VT+IKjI0nsNkRnpY3epwbx6bWxlUmwW3kk8xKmdhjtcJyHlknAcyd0GQ8YSoQSpWFkKhEO6+++6C Y+vWrVOP77zzTtx5550Fry9duhTf//73K/1IYh54HgXn+RxlNOeeFciw2BkcGUEQxNnnia0ncMGi hOzg7DSpXNnWMKf3cBtbBhq3WIazqOw+Mozfu2EVuofSWHNB+RAHLgQY4zBMNuceDbXOXI10BHG+ EKzMogDjWjMqDkOCLHfHhVD1tQliNtD6SJwPZPIWLJvLakiQ92VLY92c3oMLEbgNbjGu9Ld9hQu4 EPjxbzpndb3gMqRVN1ngFK+X9vRVewgEURGkLAQFlbMgH5zol02xugZn2T3SiTM1TEZ1oYk5kTdk A0DZ74MgqoMQMt+AOZ3Z3DKqc4Fx8iy42r87DZdc2AzOBVobyud/uF4FxrmjuJ3NgZ6ftM5RQSWI 8wFSFgKGu9AtX9IAzgWe2npydtcJGWdqWMGzBhHzI+skxFP4GlFNkhkTOzsGPcMJKugR4Etw3n9i bvkOC42UU2GPC4HJtIGBsVzZa2ybgwkBLmSDuyDSEK84+psgqgYpCwHDdPIO3KoedbHZlULlXFrh TMeNTxAEUUtYTuiLEI6+IAA2xzbOzJez8MqBYHcfb3eTw4VAzrCxpDle9hrlmRFARreg0Q6EIGoC +qkGBHdJZI6yIIRAVrdmZd2R7nuZr5DXLarlQFQG3ThEFRlPO5WQhFfFZ+6eBe8a0wqm4cT1rFy2 epF8LgSgAbFZGJ64o2xxIaAbDBr1LyaImoCUhYDgJqO5EUTcqTXelCgfZ2rZHIzLpMBs3qIKmMSc mGk79dbLlxU833882KEdxLnBzVdwK7yNJfOzuo47hhNAbpqDGFrnKgutjXLt4EzAtrkqyz0TpsVh cwEhZMJ5EJUtgqhFSFkICF5TNq/fQs6wZ1UVyXUdcy6QNWyyEBMV4Vp2Z2JP58g5GAkRZJx+bACA kUmZdP/95w7P8loBt80CYzyQleEsWypI/qWjszc5q7lgXCoVQghYNgelv5Wmd5i6FBPnF6QsBATL KhTwnItZV6NwlQXBZWwqyXeCIGqZZM4C50BjIgoAiNfNLumUOXLQfRzEBm1GkVIgACxqqlMN72ZC 5srJf20uVFhskLBZ+RV0y24qsUqcX5CyEBBCIRk75Hf7GiZDahY5C5YtXcdcIJC1sYn54W7ISuEm zrsEMayDOPfU14Vl/LzTnXJ4vHwlHwBgTIA75hKbBbOMaiwitw2qd49zPDSL+FTTCYcVkF4GFsD5 6x3OlDx+tGdCPQ7erBDnO6QsBAQVfuR6FgBkdWtWwtpmXFmAbDuYAp6onHBo+k3E3s4R1YcBAF4/ PHwuhkQEHCkPBdww+8b66RVaPzZjcPQL2IzDCqBl3JX+Qnj/dg+lEAmX307opuvhFuBMUEdjH7sO DqrHqtIUQZwnUMHfgOAJeK/IuM3ErGpRyEpITtdngUBa04jKKX+3eHfh269afjaHQgQYDT45CA3C J8vczs5aGes4F1CeBcZ5MD1hRT9oDQKJWATpfHkvtenMF3ca5NFaUpqr1y2p9hAIogDyLASE4qoT Qgh0D6ZmFWdqqkpKMsaUrEEEQdQaN268QD12VQJXlgmBWeUf2IyrDa7NZPnPoFEs/bkAwuEQ0jmr 7LWWG4YkHMWLlhLFtn3B7ttBnN+QshAQ/C5jwKkxjtnFRupOmAhnTnIaCXjijEI3FHH26Tg1rh67 PRZceZjOmegeKl+BhjEvx8a2g+lZcL+/G47qlqGNx8JlS6G6ygLjMl9E0GJCEDUBKQsBwS/Y3X+b 62MyrKiMgHc9C4AsuTqbetoE4UKOKOJ8IJO3cM2lMrzD35gNkNWQDLP8xl82FfPCaMwAKgsu7hym shYGx3NOdajZKQvCCYN11x7L5vjlq91nd8AEQVQMKQsBgfs8CgAKFjzLnnnzbzml8rhTEcnVFbgQ ONQ1dpZGTASFnR2D1JyJOCfEo4VdhoVvszqbMBrOBQSccEzOA6ksWL6KRoAslLGkOT6rtcTmrrIg 59A1YmXyFvpHSlcJIgii+pCyEBDcRXGv0/TK5typec3LxuqqnAU4MbvOe+V0GzsODM5wJUGU51hf EptfPA4AGBibXQlLgqgEfyWf4pK9Ow6Ujxm3mAydsWwOJgBrFjXzFwpursZYSjay2+7E2C9ujjse l/LVjfyKhgzpkscN055V/wGCIKoDKQuBQQri5Yvr5TPuVaMoJ6RdZUK4FSwcCZ837ECWDiTOPG7s 96mBVJVHQgQFmbcgZVkkpGHDqkVlr+FOzpbbY8EOUMx9MiuLYRT3TRFcbvpn06TOVTiEs+648583 GZXkBvDcri4A0ttKEOcTpCwEBNeCc8EiqSy4pVD5LEqhKmWBFyb46aYNRtYgYp5oTk3LoVk2xiKI SnFDjYRTBlp1tPc1aJsJ7jQSc/9zE3T7RsonR9c8zlzVOaFcrtJgO+FEQpQvheqfb1mSWx4wTEah iABGJvPVHgJBlISUhQAQDmlTkkxlCUDMSsC7ngcuBGzOIZzrdINRHRti3jj7Npw8TV4F4uxSH5et hTJ5CxwCFuOwbAbOAdsuL82YE75kOY0qXWv4z7adOqvjPp9wZ8lNFnc91P7qUtPhKgduvpzb60IP YO4HQdQSpCwscFLZ0o1y/E1xysWZMj61zwJzBTxZg4h5cqRnAkD5qlwEMR8SdV5pz+HJvGP0AAzL 8RbM4v4TnEMIIK9b4L68B38X8oVKqcaegOclYE4O3EyoMCTHs+2GtloWGZ4AWk6J8xdSFhY4dlET NQE3ZtQpgypkvfCZkS2MuBOXKiCFvmEyUMYCMV9mU4WGIM4ErihcubQRHHKz6nZvnk03YeZUkcsb XidiQCocCz2MRggBDb6wVc3/mvzXLLOWeJ4Ft9eC0wnb5tTNmSDOY0hZWOAU1xPXHAkv4C2O5VzA rrVIJkXDqaIkYNqMmuoQZZndJoruI+Lski8Im5SxbzYTyBt2QeGGmXCt4XlTehJUDL4jEwOF83UZ Fyp3LaeXUfxdp4RzDXeq8tmkLACgxGbi/IWUhSAg4NcWAHhVPQBZJ3vGy50TOTzh7tbUnk2cL0GU o9giudCttMS5JxYNeZtVwKngw6GbTMbcz2KzyrlsyqY7ngWmLOUCprWw/az7jo0UqPTuY39ztZwx s+FJeRYgVIEN26miFMRu2MUETuEkaoZIJRdxznHXXXfh6NGjiMViuOeee7BmzRr1+n/8x3/gueee AwC8853vxOc//3kIIXDLLbfg4osvBgBce+21+MIXvjD/b0CUJRx2ys3A+8fmXHkMyi1yqqGbkNWQ 3BJ5ls2pdCpxRnj14BCuvHixev6TLZ34L7deVsUREQuNkKYVKKGud9WwmKroUw7mZOO7G1vXGs65 WPCy8ILFDQCmxtVrmnesbOlU91rurSXMKUPLFvj8VUJOt2BYDIua4tUeChFwKlIWtmzZAtM0sXnz ZrS3t+P+++/Hgw8+CADo7e3FM888g8cffxyapuGOO+7A+973PiQSCVx55ZX4zne+c0a/ADEzjAvX 4w4A6DjldFz2Va4o13VThTI5SYCussBnUVebIGaLfxNS7p4kiLkiRFGwmyMDZV7X7Ky6wsnZcs91 q60yzmGYNtAQO+PjPl/Y8npPyeOce+W0Z7uWeF5qr6pUkHpWzMTrh4fU497hDMZTOn7nqgurOCKC qDAMac+ePbj55psBSA9BR0eHem358uX43ve+h3A4jFAoBNu2UVdXh4MHD2JoaAif+tSncOedd+Lk yZNn5hsQM5LNW7C51ynzLWtluTvpAnYEfJkNf0FtbNcK5CgOtKkjytE/kpnVecXxzkIICkcizijF OVwCsl8MUN4qDjhhNALKCs5VpbjpK88tFHKG06PCee7G1wsBDE3I/gDl5rAwx0MmjNtOVT5aSyST GaPaQyCIKVTkWchkMmhsbFTPw+EwbNtGJBJBNBrF4sWLIYTAP/3TP2Hjxo245JJLMDo6is985jP4 4Ac/iN27d+NLX/oSnnzyybKf1dbWVMkQCYfs6SQAIOI00oknpOUrHAkhFpN//vpEbMZ5jtfL5jux ugjCYQ0CQEtLAolEDALB+BsF4TueLV7e3zmr84aSOgA517YAfvhCJ9Ysb8Yfv2/D2RxezUD34PzY sGYRYhFpH4tGw9BCMoErVhdzjkVmnGMhBDRNXpOol9fE4lG0tTUhpGkIx6IL+m/kbvSjkUIbYyik YWlrAsf7k0jU1828liS8tSTkzH9TcwJ1cXl8Ic/fbDnYNQkAONKXggiFkDU5fvVGLz71oY1VHtn5 Ad0j1aEiZaGxsRHZbFY955wjEvHeyjAMfOUrX0FDQwP+8R//EQBw1VVXIRyWG9a3vvWtGBoaKhC+ 0zEShM6YZxHXXW461jMjL61fhmEj7VgwxidzM85zNivPy+ctldg3OJxGMq3DMO0F/zdqa2ta8N/x bPLawdlV+Mg4ltltb3Rj5/4BXLA4gZZEhOYedA/Ol7a2JmRzJnidXKd6BlJKNk5Mys7hubw54xz7 wy4nk9IE/7gPAAAgAElEQVSSnskYGBlJw7Y5BoZTGFnWcDa/RlVxvTKmk6/xjrdciFcODMCwGHTH 65BMzryWpNPSIKDnLfU+wyNppDM6DJPRPQ7gwIlRAMBLu3tw1drFeOLFYzBtjg/csAoAcKJ/EutW tFZziFWD5OD8qVTZqigMadOmTdi2bRsAoL29HRs2eJY/IQT+4i/+ApdddhnuvvtupSB861vfwg9/ +EMAwJEjR3DRRReVVRSI+fPUy8flg8L8ZqcaklfzeibcuFzZSEc+sW3ulFKlUBFiZjZesrj8SQDe ODIMANi+f0Ae8N1Wz+3qgmVTtRSicuIxrynb4pa4ur9Mu7BnwnS4HYeF8GLz3WuY4Mgt8MZsKk/D bbPgLN8yXFA+ttnMc8h965A7d7bNnZCk2ZWvDQqjjkKKom3Stn0D534wROCpyLNw6623YseOHbj9 9tshhMC9996Lhx9+GKtXrwbnHK+//jpM08T27dsBAH/7t3+Lz3zmM/jSl76ErVu3IhwO47777juj X4QojW7KhbBYBLuxtwDKVqHwFglZNhCQeQ7+ykjRSPhMDptYQDQ31M3p/FcPeQl+7t4hmTFRpjks QcyIYTHUOeGYEIBwNmGprLSKl7u/uG9TbKmcBS+Ha6GXkfaMe0V5H74NfrkkcZUzIgqTot1qVLbN EYvSWgLI+7JrgKzoxPlBRcpCKBTC3XffXXBs3bp16vGBAwdKXvfQQw9V8nHEPFi5rBGvHwSK1QUh hOq+XNai5qslrpKibQGbc9g2h2mTskBMT6Wep4mMgZfbT+O2d66b8prNOMbTBpa1JuY7PCIg9Axl sH5FCwAU9FVwQ4vsMtqC20QMmqYs6G7JVM5nlyBdy6SKE29VsrKn1Jf7rbsVj2T1KXnMcirrMSbX ElIWJKmciZfe7J+SI1JM/2gWK5Yu3PA34vyAmrItcC6+sFk+KJLhbklVYGrd7GKEz3fsKguGZaty d1TFgjgbMCam7Qib1W28su/0OR4RUdMIWbLTeahEottvhpUJobG5LLEqwy+da5zSq8zXt2ahMjIp w2KUYuDMIOPcK4lazjtT4KV21xIGJgRsRmuJn9nOxW/eKF3SliDOJKQsLHA8wV58XBS4hGeC+6xB 3AkbNy3PGmSTgCdm4PRotvxJ0+C/NcfTOnYc8OJ1qdspMRcSdT6LtS+kiCkvQXnPgoyrL7zGtDhs JsrG6y80NCeY3s3jkMx+LRHCUxY4kwoYNWabSiml4UR/sgojIYIMKQsLnFNO6dQpCc4+AV8uDMlz HQuV4GzZXC2cZA0iZmK6Zk7lYFwUbD1MiyPpq2X//GtkUSNmT2tTXYEcFL7wSvnvzNczp4mYcBpT AtKSzpjc5C50OVi8TPg9De4vtexa4igDgnueBcvmztoCmAt8Ds8U2/eTV5U4t5CysMDZ9mYfAE+Y uwifS76chbbAdSy8a7hjScsv8CogRHU53D0OAMibNlkeiYrhfjnnF3mzDMe0nKo9HJ6ywLiMs5cx +Av73vQ80fL5kpa4fA5gYEyWny23lrgeGX/lIy68krRugzxiKoe7xqGbtnO7eiWSBsZy6BmiRGji 7ELKwgKHFy+EKraUw7Kcih7lYnX9lT9c1z0XKiEwX0bAP7vzlHr85rGRuQyfIPDqwSEIAK8dHEL/ PEKaiGAzMJYr6NyMosflrOKGW1nOCb8EpBw0nH4B5XIeah030bb4W6ZzJhY3y4pnxWvJAz8rLHbi N1C5awlnXpU9vYzh6flXu9Xjbz9VupDKQuWff9qO3uEMAGCbL19rNKl7ZVYJ4ixBysIC5/ffsbbg uUrqY8IT3EWL5AM/LxTCnhXNcx1z3+O8s4ge75ssOYYj3fK4EAKPv3Siwm9CBJXt+wfU5ozKsBPz QRX/9OVsTTpVfngZq7jbj8HtCeBe4yoRCz2H5j/97iXOo8Jct1g0pDb7xWvJ8GThJlZVkfLNPxNe wrhb6vvFvX0lx3Cwa9x5H46BseAZDlxloZiFfecR5wOkLCxwwsXWINeaA690YLFFbdBxKbtw33l+ ZcFdHA2TwbAYNr94vOQYXNeyYTEKIyEq4uX209jqWNP89yEg3fN9I6UXUYJw8Zeg9OdshZz+AeVK n2byntXb9oXT6JY8bpW5/re7e5VB5YmXT+Boz8TcvkC10Qof+NcUrxpS4VoSj4Vh2QxHeycKXi8u sOGuJbrFkNMtvObrteLHDXnN6jYMK3hrye6jw3hl/9SmbO5cdpwcO9dDIgICKQsLnelMsb7F0ipq JqRpWkG3XJXg7JPNXHjVPwyLIZOzpliV5HszZPKy/GVOt6XCsMBje4mzB+MCnT2T2O10ewaA8YyB nG4jnTNnuJIIOk31UfVYCM8T0NIYAzA1wXn/iVE89MxB9dwvE5VVnAsYZmHp1cdfOl6ywlw6b2Fo QlraJzNGzYXUTabcPguFUfMyWVw+Lk7y7uxNIm8wPPqbY/JcV0Hw9Wbw96gwLY7JjFlScTMthqwu lYW8YTnlu4O1lrheepcDJ8cKGjzvPjqMdM6suLcNQUwHKQsLncKmmwoBb7F0Bfyxvkn0DKXRO5xB Trex+UUp4N041IIEZ+HlLHAuMDCWLenGH57Iw7RkBZGsbsGwOPIGm3IeQcyG4/1J5971bRKc2+7J rRTiRkyPf/8km1IWyqtirydjokDBcENk3OsBKftcz4J7fddACqNJfcrnmxZTlnHdsGuuMER9Qs5F qW2ouy5kne90qGscPUNpxGNhTGYNFarqrhFMFOa/uWuRzTgGRrMlP2NkMq9CvlJZE5YtCv4mQcNm XHlg/Pf2U1tPVmlExEKGlIWFjitEHKXB8bjLakjuxt9Z5P750Tdx4OQYGhNRTKQN7DgwCMBLSuO+ 2uT+MCQmBMbSUxdHAOgbyYA7bubRSR02Y2WT2AhiOlJZE28eG8GzO7sAAFndAkXsErOhQFlQ/yu0 irtKQDJj4OevnEI0EsLh7nHZqdlnNfeXnXYLRbgeWJPxkgmnA+N59R6GxdXGt1bQirLDNc3rs+Cu BW5I17/8tB17jspiFpNpEyFnp8F8Spa7/hSUohXAZNYs6RDvG8k6n8UxljJgMw49wIanAyfH0H5s FONpA/7MfZKGxNmAlIUFzpSkOyXgRUEuAgBsWNWK3uEMbMYxmTVQH4/I1315CsqixoRXBs+Wrnh/ NZDf7O4FACQzJhgXMC2OiYwBxoHMNF15iWAQj4XLnzQDW3b3Ke/UU1tP4MBJmfToXyVNK7ibCGI6 vBtE9kuQj13nq8W4Cn/5m2/tQCwSQk638fQrp5Az7CJlwwtDUkm7vo7E6dxUGZfNmwUlQg27tu5R oRKb5fPjTmMw/1rirg/XXboUYykdNuNIZgwMjTs9GRx9SwjhzSETqrGn26/C7+V57ZA0WiUzBhiX r6dzFhgXyBnBXUu++aRXiOSJrSdwaiAFAbnEk8JAnGlIWVjguELcXRC1Eq+5ykJzfQypnCnd5bp0 mRcuBP5SrAK2qg4irWRuaEgyY+DZHV0AgFTOAmMCFuPK7Z7KUmx5kHGV0DOBbjK8fngY2/edLlgg f7Ll2Bn7DKL2EUIUJCDLh478c45xZ+PvVtlZ0hKHaXNEI2Hohl1geHGj4OQ13kYXACyLq6IOR7on MDgu3y+r20qxyJsMZo0l6BZvQDesbFWPXdmfyVs4NZAEEwLDEznYTGBoIodwSMO2ff2+5m2e4sCF UF4ZmwmYNlNzndMt/OiFTgBAKicNT5bNVbnuUkpZkFDhX3kbW9v7sX3/QJHRxKb8BeKMQMrCAkdZ zzSt6Ljn+h1PGdh3fBTDk3lZUlUAQ5N5pHMWXtzbV9CIzRU8NvcEvPQcMLUQDo7nIIQ8Zpg2LJvB tJhyGZOyEGy08qfMmZOnUwXPO3tLl/ElgokQgOa786QRxHsMeOU80zkLi5rqoJsMNuNoSETw0pv9 BTlZ7iPmUxZsRz6aNlPhRk9tO+Ek+dpIZU0wJkOd8oZVe96v6WtlqHVmPGWgdziLZMZUeRtZXSpa //H80ZLVkGRJbrdvBYdpMuWlHhzPIRTSwDhH3mSwHc+C6YRwJQO+lrg5Gzl/aK8G9bf62fZTlCNI nBFIWVjgFHduVsd9OQsjk3mMJvOIRkKqjnM2Z0ED8PQrXWoh8HsZGPPCjmzGHWuQXAi7B9PI6TbG 0wZ0i4ELaSFyEwGDnJQWRBoT0fInzRdnHziazMNmHIPjuZnPJwKFG/YyJW/B94BzgSdePoHXDg1B CAHdtGHaHBMpA4e6xgsttL7Ye1VGlcniDabFVYU5TdMwltKRzlvIGzYsxpEzbOhOuelaQn1757fm VnPyG56SWROdvZOoi4WVJznjs/5z31yrBGffWsK4gGEzpYD1DmdgmDKsyzAZbFv2tXATpvM65b+5 eI1X5T/DEzmMJQ0MT5AsJOYPKQsLnRmsQaqRDhdIZ6Uwdi1i6bwJAeCaS5copYL7wpD8DdrcnATp QubI6hYEgMm0oZL40jlLlb0rV4+cWFgsW1xf8HxMlWCcP2Mpab0cGMshq9vY1n4aL7/Zf8ben1gY cAEn+bMwth7wRKRlc7zcfhqLm+tg2VLhNEyGeCyM7qFMQWloVw7anKuqcDYXyBteeWghBCbSBjJ5 C+NJHVzIz0jlTGfjW1tyUBTtRi9cUu8c9+fGCay9qBmGxdT6kHVy1N7/tlW+3gre+zIu1Ny6OQs2 52CcI5k1pcKW1lVoVzpvIeeU47b51AXuRH8SmXzwPA7bnf4L2/efRjpn4ukdXbIvQ8fUvgwEMVfO XPAwcV6iRHhR3KK/DGpOt9HcGCsoYTeRlhu6pS0JDKh64N57MF8YEucChiWtZTndxrE+mfg2mtKV 9SyZNZVHodQi+eiWTly4tAHvunbF/L80cV5xNsKOXDp7k+rx3s4R7D2Ln0XUMq6a4FXwKYYL2Y3Y bTIZZprc9IoQli+uV00s5fVeci5n3uN03oTNZGjSeMpA3rChGzbGnWpxhsXQP5wFF7JqUinGUzoW N8fP2Dc/U7hff2pIq5f/ljdkCJHMEXE81044UjQcLjnv/nWHcQHDkkYr3WQ45oQTTqRNleORzEqP NeD1vuBcIBSS4/rFzi5sWN2KD9645kx99ZqCC+Cxl05g10GZGE5hSMSZgDwLC5zi7sx+L4G/Vr1t 84IEPjevwLKZL6nZex9/nKnNBXK6FPCjybyKxZ1MGzAdxcBdNOV7ymPfeuqAWnQHx3MYL1GbnFgA nE1tYQYGx3N49eCguh93HBiY0jSKCAZqo+se8N2TfkOKaXEVWmRYHDndgmVzxGPhgqZtXs4C9210 pYIAyATmVw8NIqvbyBm2akwpm47Jc0rdi8f7k/j2zzrm/X3PBl6xjMIfNPf1TACAvOklcgNeZTLb V4HKvyox7lO4uEBeZzBMhlTWVMam0aQO01EMMjlLGZ7cObz7h2+ov2POsJF15ntk0ithOzyRC0y+ nKsoAMCuDvm4ZyitjnX21lj3cKLqkLKwwCm25LiCvjh+981jowUWf7fahM2EL2fBO98fZ8q5UOcP jeeQcmJUdZOphcJiXAl4V4EYdEJHABmm5Ma4umVXAWDLnl68uKevsi9PnB9UqRjHVx56FQ89e0jd by/u7cODT5+fGzHi7CK4lGPurViY7Oydd/maRQVhkpm83JhyzgtDl1S8vVdlyWZC9VfI5m0Vq5/J W6oXg2l7jdksRzb+6rVu7DggQ0U6eyYKOkX7Gapy7PnUwC33mSg49vPtpwrWEncNYIxPMV4BcsPv 5ii4awkXwOnRrEpgzuqW8iyYzKs2Zaq+FV5352zeQt5kEELgu097Hbif29WN51/rruzLLwDu+7H0 u3Iu8PxrPSX/FgQxHaQsLHD4FJOagygU+d1DaSWwAahcg4HxnJck7XsP3WIF5e5cQT2WMlRlBsO0 lYBnTHiKg9P8KGdYOD2ahRACmbyFnGHDZhzb2k+rzznWO6mSrona5HxYkrgQODWQRvuxUbUxc0ta Egsf22kC5jW0L31XnuxPqvAZQBo8dNOGxQqt5/5KPq6sZNwrD503LNVPRje8ZGabec3Y3I1uKmsq GZdyjCZCCDz20nEVvjQ8mcO/PbZvvtMwL9wwrOIwJIhC78yqtkaVxwHIBnQAsHXfaV/OgvC97iU0 W761pGc4ox778+mYzX1ribw2l7cx5OSYuHOYzllIZk0nAZtjcCw4noVifvDcYRgmw5vHRrC1vR/7 jo/hH773Go72kIeBmB2kLCxwiit+eB2cRYFJ7S1rlxQshq6AP3BizFM4fK/rhifgdcPChJNoOjKZ R84R8LrF1YJoM67e03Z6LpgWQ/dgGmMpHcmsibzBMJ7SkcqZsGyOroEUTpxOqSRWgqiEre39+MFz h9Xz7z93GL/Y1YVfvSY9WKzIalwKqlVe23Au5Ga3VEic75gW0mCYXoUdm0lDxmTGLJBDrrJh+mr+ MyYwlpQhRrYtlALgVlVyj7vx9qYqJmEjmZXXJbMGcrqNrG5jPKVjzxHZBXn7vgGkc6ZKFq4GpTb6 8nmhd+aCxYmCMrMubogXUGhAyBte2FJOtzDuzPN4SldrieGrHmUx4VO+ZKlb3WLoHc7g1EBKeoMM huGJHDJ5WVhjx4EBHOtPqly8oPGKYyB5blc3jjnN9E6P5bDn6AiEENjbOQxAzv9MkBwMLqQsLHBE kdD2Ep4LBbxbwaOYJS3xkgLetJmyHuV9pexCPquTYdowLNfSxjzXscUxPJFHzmDI6BaO9U3KRjuG hdNjWWTz0uNwsGsc4ykDqVxpaxAJrtpg3YqWqn7+k1tPYmfHYMGxp7aexLZ9p/Hgzzvwt9/agWN9 SRzrnUTWqaLiv7dsxvHYS8fP6ZiJM4tw4+oLC/o4r3mPQ0CBhxWQ8sowbbx2aGjK+1o2V95TLqDC kBjnagMscx+csE7OC+LtbcaRzVtIZuR9N5o0kDcZJjO6Yxk3IITA64eHkDcYTvSniodwznBnZarY LfTT5E02ZQ4BoLk+WlBRysWyuVp7TIup+fGvJTnDUgpCJm8hp3tzeKI/CcvmSOZM9I14ClrvcAaG xdA1mFI9H9zckWJKrX3q2y2gdebk6RRePejdx1v29OGlN/vx8C+PAAA+//XtGJ7ITas0bH6Rml0G FVIWFjhK0GkF/8gOmr7zDNNWHUj9aIAS8MWJgMz2chZcQr47Kmd4YUiZvKlc9KbNcKRHVrnI5i1M puVCqZscg2N5cAGcGkhh3LECZfPSLe/W0AeANw4P4SsPvVrSrfzLXd34P09U12VPeEwJWziPeOPI MNI5CzbjuO/He/FX/+cVWDbHT397TIUrHe+bRMfJcTyz4xQAlLSaEuc3vEBTKCz84L87dZOVrB7D BbBpQ5vviOZ7zevg7IZg2kz4CjowpHNuwQiuNqyWLc+fyBjKY+DKs5EJHamsifG0gYm0gUlHmRgc mxo69+/PHsLBU2NTjtuM47vPHDxjZUSVZ6E4Z6EoDEk3bJT6idTFIirPraDLsM3gLj3+Uqj+31nO 8PLfsnlPcbBshp5hmbibd5LJAfl3dKswDYzmlDKW0+Va0nFqTM35G4eH8Hff2YXTo1PDXZ/b2YVv PLl/hlmpfX70Qieyuo2fbTsBAPjuMwfx+a9vV68fODEKANjbOYy9naPoH8kUJEsTwYCUhQUOm2lj 43tpPG2gVCU/xr1EZv872dxbMvyfYRfF+7rxubrpVVUyLKZicVNZ0wtbMm3VTGs0qSOddQW8zGfY /OJxVUP/t3v7MDSRxy92dhWM98DJMfzq9R70DGVKVhvZ1TGIHQdOTzlOnD1qIZHuX37arh5/9l9e xsvtp3GkewLH+ibxT4+2o380i59vP4VUzsR//aeXsH3f1HsoiLXdawXGRckNbDEC0/eB0aZ5rJpT +vIXdNP24u0trhQQm3Fkcq5xhGFkMo+RyTySGdOxmMsNrJvcO57ScWogpWRZVrcwMpnHD38lLcH7 jo/izWMjeGrbySkW8IeePYjXDg1hV8dUj4hh2njVaT43W5SXWmgFc8CLvNQDY7mSCrX0tsjv4Vc4 /Eb9Qo+eL6/BtFUYq+FLADcs2TQPAFJZQyliummrDe1EWnppABnylNVt/Pr1Xry0tw9CCGzZ04ex lIHf7C4spLH/xCh+/UYveoYyJT0l+46PYt/x0SnHa5Vnd8rk71MDct7u/9EedA2m8G+P74fNOL71 VAdGkzqe3tGFvZ0j+B8P7pQhc0Vyz2ZcKcrEwqHiPgucc9x11104evQoYrEY7rnnHqxZs0a9/thj j+GnP/0pIpEIPve5z+Hd7343xsfH8cUvfhG6rmPZsmW47777kEgkzsgXIUoz01rgF9i6WToMSTcY Ym4D3hIdTIFCy3Gh4sBLKhSmxTA6KZWFdM5CfVwKG8PiOO30dBiezKkSg3mTYWgsh6HxHCLhEN6W NdAzJK1AQxM5CCHw4t5+3HDFMrxxZFgtGCf6k7h8zSL1ubuPDuPnr5wEhIa3XXEBopGwem3v0WG8 8EYvotEQ/vsfXYNwqFCPzuoW2o+NorkhhresXVJiNolpOf91hSlYNseOjkHsKApf2nNExvY+/PwR /PyVUyoG+uarL0T78VH8j09ch8XNcfzlv23Dpg1L8acfvAJPvHwcH33HJWhpqIOmyVjseCyMhkQM gNfzpPiemw6bcUTCZOeZC/4mksUUH+2brqCCv9xq0XsDXkMxQN4//g7NbtlPy+bICG8jdbhrAjnd RkgDjvZOKAVj0Im3H5nUCwo8pHIWdhwYwOHuCTDOsX3/aegmQ99IFmMpHa2NdWBMYGA8i/ZjciPb P1L4fXTDxv/99VG8emgIls1w89UXqde4EHj4l4eRN2y87/pVBfLT67NQenpcYtFQyXAf02IIafK+ LVxK/F4e/1riK+3NSp9jmDZM0w1PstVaZFieN2dkUi9YS0YmcxhP6egdDhckl49MSM/1lt29eOvl y7D76EjBWnLZam8u9nZKBQ1C4C1rl6geDwCwfd9pvLJ/AK1NdfhvH73yvPaszkRnXxJ3/8duAMBn /vlldXy3IwMB4K++vg0bVrUiq1voG5Fr9+c+eiVeOTCA//ePrsEr+wZgWAyXrmjGwa4JXH9ZG3TD xoVLG1AXDRfMDecCqayB1qbq9Rhx78Va/ZudTSpWFrZs2QLTNLF582a0t7fj/vvvx4MPPggAGBkZ wSOPPIInn3wShmHgjjvuwO/+7u/igQcewIc//GHcdttteOihh7B582b86Z/+6Zn6LkQJZmvV1VAo kF3yJkNYbUxKlxss+DzfguxXEHyyFKbNVQv6dM5EU73URkzLVvkJY0ldud4BoGsojXTOxJHucbxy YFDFtU6kDTyx9QR+/VqPo4R4dbWP9yexYXUrvvH4fnzi1vV4evtJjDhKyrM7unDbO9epc7fvH0Cn 00zupb39eN9bV6nXOnvG8aNfHsabx0bRmIjiL//zVWrhYJzjeF8KeztHMJrMIxYN40M3rcGqZY3q +qM9k3huVxdsJnDtpUvwe29b7ZsjjpFJHR0nxzAwlkNbawK/97ZVKl73WN8ktuzpQyIWwR++ay0a nQ2mS/dgGsf7JxGNhLGyrQGXXNisBJ1MXBtB3mRYv7IFy1oTU4RgOmeifySLJS1xNDfEUBf1FChZ RUSgayANLjguWFSP5oZYwXtMpnWMJHUwJju3xnzXA9Lat+WNHiwUHnmhUz32J0u63VP//vuvq2N7 O0ext1O687ftk69HI6Fpez00N8QKwurWXtSMk6e9GPV4LIxNG9qws2MQS5rjuGJNK65YsxjjaR39 I1ncfPWF2HVwCLfesAq/3dOL3uEsPvv7G/HCG73YtGEpOJcexMZEFNGIhraWeiSzBhY3x7Hv+CiW NMfBhcC6i5rRNZQBYxwXLK6HzTjqImHkDBtLWuKIhDUksybSWRPxugjaWhPI5i1k8xYaEzHEoiFE whosm6MuFkEsGkJOtxGPRZA3LNTFIgiHNJgWRzQSgmHZqK+LgnHZzEtAShrT5ghpcs4AKXNCIa1g s8qYW+VIQzQaKurSLF8PhTSYttP4axZ7gFXLGlWYpJ9Cmec9cS3u/t41xXqJK1tNi0Pz/f27B9Pq /FL5CBNpA92+kI90Tlb3GZ7IY9u+AQxPSHln2RwHToxh274BNNZHsXHNIvWZw04eRcfJMegWw/G+ JF518i+2tp/GO95yofpNS8/roHrPDatblSxy++qoeZhmLhkTJdcS3WSIhKce9x/x/22L+/qoc3zn GxZXv8NM3lKbdssWyOTdCn16wW/1eH8KqayJI3kL2/YPeGtJxsCTW0/g16/3qp5BLq6y8IPnDuG2 d67D4y8dx5Az97/d04dbb1jljFlgR8cgjvUnoQF4c+MybNqwrPRELQAEgKO9hb+VB51ytf/1f780 5fyntp0seH7D5dLAV4rLVrdiZVsjVrY1YP+JMbzpKL+uDL3kwmasX9mCGzdegJfe7EfvUAaLmuqw alkj1ixvxGWrF6FvOIPJjIHXDg3DZhw3brwAS1vi0DQNls2wbkULcoYNDcDh7gmcGkjhXdeuwFhK x9KWBKIRDbrJEIuG0DOUgW4w1EXDuGrtEsRjYdiMYyylw7I5sroFxgQaElFcuKQekXBIeVm4kAaD kKYhHgujLhZBXTQse5RwoZTZloaYlHHQEAppqnJk3pRjdGUnIH8r4VAI3Glq6L5/OKQhEgmp34nN ZP5USNMQDstGk3VF6/RsqFhZ2LNnD26++WYAwLXXXouODq9++f79+3HdddchFoshFoth9erVOHLk CPbs2YPPfvazAIBbbrkF//qv/0rKwlmme8BZgEpu7v1xt+Xfy++JmK70oN9KxAoWDF+ymm6r+tlj KQPxOnkb6iaDpklLTjJjIpX1BPy+46NIZuVrXkdpGa50pHsCXAC9wxkM+5SFIz0TGBzLYf/JMcS3 hUtUMGIAACAASURBVNE/6tUp7zg1jg/cuAbf/tkB3HD5soLNwfOv9WBxcxyXrmjBwFgWP/jlYaVk ZPIWntx6Ev/Phy5HVrfw8PNHMTSeK1jMDnWN44bLl+EPbr4EOzsG8dyubuUGP9Y3ib6RDOrjUUym DQxO5HB6NFuwuHacGsM7r7kIPcMZ7DgwoJSmfSdGsaw1gYZEFNFwCMMTOQyM5VRVlZAGXHJRM9pa EsgbNkaSeQyM5iAA1EXDaKqPQgMQjYZQF40AQmB4Mo+sbiMS1tBUH0NzQwxCSEGUyVuwbIaUM++J WBjLFiVUg6q8KSuOuHkpzQ1RNNfHkKiLwHCSHCcDWqpwOmZqClecf+NXFAD5+3ATtcdSOl45MIhX DnieD3cD6FY+CYc0/N13X4WmyU0hNGfzrAHQpH1W06SCH49FoGlyU6ZpGkKas9nmAqGQDBXRtMIF Si5mTCqIzj3j/gzCIQ2mzZS3JKTJjb7NhNoQhjUNAvLzNfd1LhDWNGiaBpsxRMIhKWmEpywIIc9X sfKaTIYNaZrzO5QLI5znoZCmwoPKFEOSz6exKrrvAUCF4jhD8x67kTrFzTC51w/Aj7+60aRvQ+t3 8rreBkCG+DQ3SIPBro6Bgk3w4e4JdA+l0daaQEuDZ1ToHcrg1UODeG5nF+rjUZU7BgBdAym8fmQI yYyJkKZh3wkv9+HAyXH8+7OH8Mlb16MuFsG+Y27IjaeMufhnbDoDlc0EIiX2KNOFQpXy3gCFCoVu MrWWTGQMdZ6/HGsqaxb8tg6cGFNzerpoLel0Nr59IxmMTHjVr470TGBwIi9DtwClKABA+/ERvOu6 i/DdZw7huvVLcbxvUo3/yZdPoq0lgeaGmFLCCI/pFAVAGtmOllDaXRl6aiCFUwMpvPCGrGqnabIE /L4To1OMmSFNyqTD3RMIhzRYjEODBi4EopGQlCmQv/2dHYMIOTIIkPKQO55J0+Zqo10XC8O0GCIR qRQILjfm0UhI/WfbAhZjjiHEk4PRSNh5XfYeyRsMkbDmyF4NkbCnLGia2+9KyrKwo0zAeS/OuBNm KRAJh6SXWtOU4sy4kPmoznuvWNaI//35m+f8t6pYWchkMmhs9Kyn4XAYtm0jEokgk8mgqalJvdbQ 0IBMJlNwvKGhAen0zEkyecPGoy8eV5YmF/d58b/uawUPtNLXTvdcHVeLn/AsK87jUp8vFzCt4A1L jkmT5/orPfgNNe7l3Hm/4rEWv696XPRF3IcdJ6Xwjzg3eNxnmfZb+2fjdvO7WkO+kAm/NbmuLuqd E/bOj8UKbzX3B29YTCWl+ZOuBVCQQ5HxLZiaLwRD91ViOjWYKlg8O3uTaG2MTRkvAPQOp/HV772G yYysPuJfxCfSBn764nHURUNoaaxTioLL6dEs/u3x/aiPRwoWG5d0zsJLb/bjxOkUJjOGUhQA+cN9 pcyicahrAt1DGdWF1CWZMVWiXilc62QpC6VhMRjJ0s2eACmMJpxkyunImwzdQ9P3vEhlLaVYEIWE NE3V+ReAsg4x7m183V9LKKRN8cpxZ6FxG4u57zMT7nsIgYIqNHI/XXh1bk4xxoX3kRtLPptzq0U0 ImfXlUN+eZCIRwvPncbqtmxJPQ52jQMAIlHv+ohvB+zKyFBRmJh7js14gZzmvifhiF+OevIy7Huv wbGcUshGU4bK95JjktePJfNI+K7P6jb2HhtD/2gOLY11BZVuuAC27O6HzQUmUrry4ri8fngIw5N5 GCZDQyJa8F3ivnnzrx9aaPq1RM2P7xz/94tGy89Bne9z/e+TypjqtrZsDuFeoxX+VnI+pc//d5Kh Y/JePjmQVtZeQK4lTQ152EwU/J0AoGswgy89uAvprIl03iowvA2M5/CdZw5CCKC1qW7KfBR7EwmJ X05Ol3cpDQJeNEOp5rEuXKCgSzjgGTwLDTgCKCMKXVk5ncw0ZzAIeUy91jhHS+e7feF0c6FiZaGx sRHZrLdR4pwjEomUfC2bzaKpqUkdj8fjyGazaG5unvEzEnURfOI9l1Y6RAJy4/pqxwBsZzOs+5KR Cn6DM4QrqUS2aSpVmL6NtmH6FqKCBDXveEjTkIiFkTcZGuIRNNdHMTgGhMOa2kSFQxqi4ZBKNrxw UT16BlNgHBA+LaIxIa3Zg2M5XOH8CIbGpdVn0/qluHBJPX71eg/i0VDBBuuy1YvwN398DR751VHc cu1F+MYT+1Xn6RVLG/A3f3QNFrfEMZ7S8e2fd6B7IKXm69IVLfjrP7waWcPC939xGH0jWVUbHABW tjXg1htW4R1vuRCHeybw4xc6MTAmvRoN8Qg+dNMaNCaiGJ7MY2Asi9OjWUykDRgWR100hBs3Lscf vWstTg6k8cRLx9HrxIJeclEzLlxcj8ZEFBHHs9AznMZEykQkrKE+HsX6lS1oW5RAXpeehZOnZXLk oqY6LGqUIUTRSBgxZ7MzPJHHRNpAIh5BUyJaYJHM6DYsm2MipYMJgeb6GC5YlEC8LgLhdFodGs8h Z9jgHFjaGkdLfQzxujAMk8PmMkSgZwYFIyi41lb3/vMvgGqRK/GavLbwX/+588VdjOOxMEIh6XKv r4tIJUZ9jgwriUVCiERCqIuGncZh0qASj4WhmjxqQCQUQigEGCZHLBpSi3rEsZRFIiEILhAKhSAg LXbhkLSqucpTWNNg2hyRsHSdcy7nKRzSIBxrH+B5JQAN0YimPHQh5xgX0oKYzJoYTeownfLN3Ge6 zxeViTSt0grOyLjnmfR3KLZ9CbeuXORFCbE2k+dEIyFomqZCX3z2FDDmk6O+jYjwjfXi5U1oaohh aDyHVW0NYIwrY4R73oVLGnDpRc0qwXdRUx3+042rkc4YiEXDyOkWTjheq2gkhNvfcylSORP1dRG8 uLcfY04VoWhYwx/cvBYfuHE1NE1THYDd72sUKB1Tw7JK4XqbC9YS3zph+eZe97+/v2Go77j/s5a0 xNHibL5j0RDCIQ02g7LUuvfGstY4Tjq9BkK+X1IiFkaToxBdefEiHOtNYsD5m1+3filWtDXi12/0 oK5IEbx8dSv+8ra34KmXT+Ka9UvwtZ+2qw3j+pUt+OLt1yIaCeO1Q0M40l3YBI0UhdJMJwv9cH9L 9lkQi4ZgWnyKAhKLhBzjpEA0HFJhTnXRkLTcc7k3cUsdhzQN8bowGuJRZPOWE9rDEXHeNxoJIRYJ Ix4LO5W+hOPl0hAJSYt/OKwhURdxPAuyiIumaYhF5Ge6IUOWLc0JFpeei0gk5HhR5VePOl4NNxTJ 3T9FQiGEwgCg+cKQ5G+ht8JKVhUrC5s2bcJLL72ED33oQ2hvb8eGDRvUa1dffTW+/vWvwzAMmKaJ EydOYMOGDdi0aRO2bt2K2267Ddu2bcP1119f6ccTs2RJi5MsVNLY43PtTmMNkjelmPIW0zkiQr6z Ir6V0H96oi6CRF0Y3UMZLG6Oo7VBWlzi0TAaE1GkcxYWNdUBGlQi9OVrWnG4ZwKxSAiXr1mkEk+X tMTxtsuXoW8kg5XLGjGazCtlYe2KFvzeDauQM2z851vWonsorSo9XHvpUoRDIfzph64AAGy8eBFe PTSMkAZ87J1rsdiZt8XNcdz3F+/AD57ej1f2D6IxEcWnP3AZQiENTYkY/vsfXYOcbmH30RH0j2bR EI/ggzeuVsnTG9csxv/3qevxs20nYdscb9t4Aa68ePGUeeseSqOzZwJrljdjw6pWALJR3sXLm/DC G71oro/hvW9dWeCRAqRVJJU1EYmE0JiITEmSTWUNQNPQmIhOudbFDSmZDsa5zy07lXIJug8+fRBv HJ5akWWhsripTpX9LeYzv78RDz1zSD3ftGEp9naO4uLlTXjbFcswnpJlNGORMK7dsBRvdo4iURfG 4Z5JXLS4Hu+89iL86IVOrFvRjIuXN+OKi1uRNxgmMwYuW7UI3YNprL2oGYPjOXQNpHDTlcux/+QY rlm3RHa61W1EwiE01vuss5qGY32TWHNBM3KmjdaGGPKGDcZl/K3rNWVMKMsz47KLbl0sojyh7nP/ +54v2FoIn71vS8m9xZRj0xhOCq3upcNi3N9I8e/J/W3UxcLQ4CkLzT7l/IJF9b7znbhkAM313jlL WhNoqo8iHNLwrutW4Bc7u5SycN36NlgWR7wuguVLvPda0daANcub8F9uXQ8mgIMnx9AzLKvFXb66 taAPis1lnhPjAm+9/AJ88KY16rX1q1pxrHcS5RI/ppMl0YjMZZliQfWd7p/5Qk+2zxPvOylRF8HS 5jhGUzqaG2JocuaqLhpGXSSMvMHQ2lgHLgTGnapJV6xehEOnxhGLhnHpylYVHrS0NY5r1y9Fz3Aa yxc3YDxlKGVh7UUtuPWGVdA04PduWI0j3ePoHckiHNLwO1cuR0jT8IfvljlwGy9ejPbjo1IRe+96 tRbcuPECfPeZgzPOXZBY2hLHh25ag9/u6cPGixepalTrV7YgHNJw2y1rlXGibySDZ17pQv9oFjde sQw2F1i1rBFLW+K4Zt0SHO6ZxFhSRywaxiXLm7C0NY6GeBQCMnxwb+cI0jkTb79qORrrY2CMOyE9 ISXfTIvhUNc4Ll+9SG3EI+EQTMuGe5NajIMxjuYGz0tkM6mA5AwbsUgY9v/f3p3Hx1Xdd+P/nHO3 ubNpHUuyLdnyIu+yscGYxTZgjFnDFnkDmyVPE8hjCEuM0wQSJ/hFCi3t7weN2ybkoX7RsgT6akNC 86RNWNwApcU0IZhACGEHg3fL2pd5/rjL3BmNNJoZW1ej+3nnFSzNaOSj49G595zzPd9vXx9MQxvw 87rRJ4MY6vlcr81HIhHL/UVZFDxZWLlyJZ5//nmsXbsWyWQSd911Fx588EE0NDRgxYoV2LBhA9av X49kMombb74ZhmHg+uuvx5YtW/CjH/0IFRUVuPfeewv962mYMgfuwSbiPT19UFWB3t70rzANNZV5 JUuYU+Z3Tdte9nzsXSDQNYmyiI73Pj2KmKm529vO45/sb0d1WQhSCHeyMKk2hrKIjvpxUSxsSuDR X76Fts5eVMYMnLVoImZOKse4ijA+2tsG4CCkAGbUWxfBdWdbE9nrL5mL+//pt0gmkzhr0cS0n2Dl SQ2Q0hqY5k+rTnsuYmpYfdZ0nLu4wb4pTz9kHA5pWDZ/PAYTDWnYcM6MQZ8HgEk1MUyqGfhLHAvr uNxzEDuTpsrUhDAL76A2mKEmCgAGnQQ4hBBQhhjIyrJsv5eqGz/fjPuesPKuf375VLz14SG892kr rjl/Fp7e9SFuuLwZEMC2HS9j3YrpaBwfxytv7sXi2TXu91g8syZnnzvmT7Xei4lEDHv3WhPdO//X yYN+vZO9pqEmhgb7/XTiDOuApaYqWS9iANBUb73O0K0bm7A3NMe5AVa9v9sSppF6XyhCpH0+2ij2 at5w8j28P0g2pMEmP+4EQaTCZTK/0lk40e1YZSfOfvrEMrz0+qdQFYHpE8vckDNHdbmJyXVxvPym Vck5HtZQGQuhriqMBdOq8atXPwHQClNXMGtSBRbPst5new+14593/hEd3X0YV25lHJw4zno/NIyL orc/iV+8/AHOzhgH50yuxKXLpuBIWzfOPGFC+s8/xLXE+7EiZdaD/Kaeyn6TvvCUfSLg7W7vwpP3 79J1iVozjH1HOhH1XEs0VSIS1rDvSCeqyqzxx5ksTK6LIRbWMak2hsUzx+HxZ/6A9s5eVERDWLW4 AU315airDGOvff5NCmv3AAAuOGUyAOCWNQvca8miGd76G8CKRRNhGgqq4iE01g0dPTHaZSZZyLRg WjWqy0KYOakcz/36Y7S292DDOU145a19uHz5VOx+Zz/ChopJtXH88ZPDmFxr9Yc3m9sZ9vts3dlN aWHfXnVVEZw0syZtHPRyxrhMAtY9zGnz6tIel55QMuf9p3uu/d73pK6pno8Hhig6P0sklHrvZW1L jpv9oZ4fDdmZCp4sSCnxne98J+2xqVNTNzWrV6/G6tWr056vrq7GD3/4w0L/SipA5j1J2iDt+aym Mow9B9rRmxFjbGhK1mxIgw3w3guKqkoo0jp74B0cdE1xb3CjYQ1RU3X/rol2JpJEueluFUZCVsaV 8dURzJpUAdNQMWtSBV5+c6+bdWh8tfXnmQsn4LV3rLji+nHpN9/VZSauPX+mlWkg45evsS6O/3Xh bAxGCuFrSrdS5v8wl5uTucKRKA/hhOkJXL58Kr70F88CsHYMZjVUoCJm4Iufm40Z9RUAUiuvcxsr 3d+Lb159kvu4d6IA5J6c0bGn2IcHs/V85mOTamL4XUa4yMDXeHdQpfunoaV2EEzDWtkWSN1kaIp0 byqkAJomliMe0aBIianjyxCxd1YbaqIof0dHojyUllktFtZx5sIJ1lk8IbD+7On4w0eH0TAu6q6q A0Ci3NqF+rf//gCTatPHQSEELjp1Ms5YMD7rYsL5nt2ErD+zGDjj8vahs9KauYGgqTIVruR5Qfqt Vep7excpVJl9Vyekqe7uTMxMv5Y4IZXVcdNdBIuEVFSXmagus27kTUPFzIYKvPL7vaiptCZVzg3+ GQtS15IJnn8DACiLGvjyJXPTQuIccxorMadx4O5xqfnCBbOwYFoVbvj/f4X/87WzcO2fPQ0AuGRp IyIhFUfaenDx0kYA1vXRm/Vpst2HcxpTacanTSjP+Xf6vRs5Gm7KR6uCJwtUGoa8MfE8FdKVtJ0A h6JYN/xA+kqPpgh3Fcz7OtXzsamr0DXrgmkaihsraGgS4+wt97KI7q52moaKRJk1YI8rN90DRGFD Q0hXce0Fs9zBZMWiehzt6MGFp05Oa+/ERBSfP2Mq3nz/YNaffVJtaa/00PFxy+r5uOeR/8Gcxkrc umYBnn7lQ9RUmNBUibuvOwX/8G9v4uTZNTB0Bff+79Oyfg9eaEYvJ87XMdi/lXVWKvtz3mJt6Svp 9jkrRbiTgpBmxTR3dPXB0BVE7MO6mircVNGGpqA8ZiBRZqK3P2l9XUhFa3sPairDiId1VEQNTK6N uWe8YqYK01DdG/qqMhMrFk7EkjnpE1IAaDlzGiKmhiWzawc8J4QY1q5j2mvc+3WR1gdSpF8baivD +DhLpWlFSggnpNXzAsXT31J4Djt7FphChhUD3tndh5DuXemVqLR3LmNhzd0RM3UFk2pjePXt/aiI Gzhqn3OwQmBVbDx3hjvJOOekehw62oWLTm9Ma299TRSXLWvEWx8eznoTWznEjm4p2nrNSdj64H/j 9Hl1ePnNz9zV+P/vBmu8u/u6U/D3P3sDp8+rQ19/EonywWtkcSwcezhZGOMyf2nTBnjP44NNFto7 e1AWtQZj72qaplo7Dv29/Wmv8x4cCodUGJqKjq4+xEwdYftCqKsKZtSXQwogbGoYV2ENOoauYEIi AikFpowvcw8cR8N2BhPPzzKjoRy3rV+Y9Wc+aeY4nDRz7Oa2LjVpKSdHmStWTse7e1oRDqm4/yun uzcbZy1MhWdUxAzMm1KFU+fWDfZtaJST9gHqzEx1mXRNpt2Mel//qietaFropT0uKVIiErLHKkW6 KRY1NXVGRPXsLGiahGkoKI8a6LQPXpdHDXx6oAPV5SHEIjoqywzEwjqqykL4cG8bJiTSV7gB4HMZ N7kOIYQbNnMseMOtgFQfCpE+NocNFVqW0MUDrZ2oznKDramphaS0a5Dnw0hIha5KdHb3IWpq7q6N riqYOsFaAAqHNITt/jd01b2ZbRgXRaudWc55vsKzS9xUX47bN56Y9Wc+eXYtTs4y2RpLblt/Ap78 1TtoqIlBSoGN587ANefPdJ93JpWJchMLplWjMj62Jkk0PKM3yJSOCXey4M1Jaj+eHhMq01binefa 7OqiQPoF1tAUdxchHNLc1TIniwoAGKqS2pbXUhdPXZWojBswDRVlYR3TJsQR0hWEdRW1lWHEw9YE YvGscairDKcdAqTS8+Fef7Mh3bp2AT5/Rvq5j9s3LsKy+eOxYlE9vnDBbDTUxBAx9awrYqoi04r0 UemxCh15DDJb6OtLQvXEHEthLaRETRUrFk4Y8PWGprjnPKS0VtUBa7fBzceuKW4qU0WRVvYoAJqi QJES4ZCKcntBpqrMtD6PGIiZ1vkEAFi+YAJipuaGd/jBSV6RGcyV+Ttj6NKzC5HS25cckMIaSB18 BgDTsJJcWF+f2skJGZp7eD4SUj39KVBfE0NIkyiPGZhi94+pK6hPRBA2VExIRDGxOgJdlWmhWkF0 0sxxWOE5p3L2oomYUV+ONXbWyQduOxOqIgfdGXCKz1HwcLIwxomMD9zMRgJpe8cvv7k3bbIQtgfj Zc11qcc944cZUtyLqqEpbj2DybUxdxXN0FMpOlXPSpuT4UDXFEyuiyEeMRCP6DBDGspj1sdSClTG Q5gyPo4qrmRQESbVxNLisLdecxKmjC/Dlec0DfEqGkukU6Qo2wFnz7hm6Kmbf8C6uY+YGiIhzS0e ab3EepGmSpj216tSosxehdVUifHVEQDWDbCuesY+PbVoAljZjpwFkXhYg2nfDE+dUOYeWF48axzK onpBlVePlaHyHHh3Fna/ezBth8B5blJtzF148m4ghD1JNExDRUUsdS1xUpmGNOn2lyLTF56iIQ26 rqJhXBQTx0VRFtVh2ufcInbY1qIZ4zB9Yhkqo2Mn2UI+nJ2CC06ZhFmTrLMDZ5wwHmefVA8hBMNz KSeGIY1xSmb8rXdnwfPw4lnj8N6eVJYB7+CdLV5TV2VarK4TvhGP6AgbVrhRSFfcuFPFc/jPWbkI G6qbLjBqaggbCqQQaDkjVVtjwfRqxj9SQSbVRNOKyC2akcDU8XE3S5CqcK0kKJw6Do7BRpSqeAi6 531hGgrChlXd2jtiCjf0SLg3/4oiEQ5ZH0dCqruKHdJVd9FE8+4s2I/VVYcRD1s3sfGo7i7UeFeA Y2Ed3752cWE//LEy2DgskNahup1y0mEaCto6e9FUX4Y33jvkeZHF0KR7nVJk6lpSWxlBxFTR2tGT vvCkekK87B1xJwmGqkjETA0hTUE4pKXF1Y+rCLu7FkGztHk8/u9L77tZ0k6fV4uNq2bmfiGRjZOF MU5mhiGJLM8BmDq+zE47agmHVBy28/dj4EuhKKkLgiIFTHuLuLYqjFhYw6cHOxDSVU/crnArcjqr bCc0VbvbyfGw5n7szSSxaJCUaFQ6/Jrq3fj5+ejs7nVvzs46YQKm1+fOyEFjj3VmAZ4d1hTvJOLd Pa2YPdlKIysFEDN16Jq0CtDJgbUVpEylS1WlQKLcWvwIhzTETM36HmEttZugSXecc8ZB71mYBVOr 8Ju39mX9GfxeNHH+9szNGWH/z7HyxHq88FqqSr2zM61JmXXhSfVcS6QUCOkqFCkwvsoKQd1zoANR U3N3Frwhrc6Eq7Yy7PardabB+vimlvnu33PFOU0lkZntePnTK1Nn/C4e5JwL0WC4tDbGpQ6hOYfT Un+6hX+EtW2ueOJ6K+ztWl1VUmcWMiYa3mrLpqHA0BRUxELuQF1VZkDTnJU2DWbGAH/ZslQc+YyG iqx1BogKVREzUFcVcW9EZk2u5G5CQLlrJgMzdw64gVQUq5KqrlnpT3VFYt/hzrQbXedDRZHu2S0p hZuZJ6QrWL5gAsKmBtPQEDNTxcKcsEpnpdyrpjIyaOIGvzk3/cmMYhXSc/5NIHUtcTg7JVIRWTcn nOJYgDVxCNuZj5zwL8BKBetkmoqHdTckzMlpf8Plze73M3QVZXZYrPf3fajCkmPNWYtS52ucehne +kBVZYNnMiLKhlfOsW6wnWORGvxDuoq9hzqgKsJ9LG4Ptn/46JBb3dm7eqR4DkQ7h/l0TSJsqJgy 3op/rIqH3BWgeET3rKgNfNutWtyAE5oSAx6n0pe5EmlkuUkq1PxpqTzep86txUWnTsI3NrAyPKUb rMYCkBoirUUPFSFNhaFb4UeGpkJIgSNt3WmTBedjVabGTEURiJiae2DXSZlq6gqq4s5ZBgXjqyN2 itbSuvw69/9JZE4WUuGupqFaN/9K6udzMiB1dPVmXXjypueWwqpJ4YQaOTUPyj3nNeIRHSE9NbnI 9MWLZuPMEyYOeHysc87OVJeFsG7FdJyxwCoUGtL9O+dCY0dpjVZ0zHjPN5uGgnEVJgxNcQcWZyXM m2NaCLiDuiK9+cWtVThVEVAVK3+3ogiUxwz3+8XDOsJ2wRyu7gbLHz86nPZ55BjGDTurlnVVYShS 4KLTGt3JKpFD2P/J3Gn1UhWJC5Y04NDRLqhSIlFuQtes0Jl5UyqzZotTpHQLhlmr4qqdKc56rDyq IxrWUBELQbV3LKKmZp3nGqTS62iVyqxn/bnnQLv9ROpa0Nvfj7c/OgJdU9wCbM4ZhF/u+sjtuLSF Jwk3S5KqWNWfnUmYteAkURkPudmQop4dh2wTLmfCEjQn2unC50yuhIDA+pVNWDZ/PJbbkwaiYpTW aEV5cwblzNUgIQUUe+CuLjMxIRFBV0+/Wy00HtGgKgJfXbsglcHCc0hQldLdOlaksA+1KVZmhZoo TN3KH25oVg7tkKHAsGN0TYMrHXSM2W9v5/D8WKigSseOtbOQHgaTmSlOkcAZJ0zAkjm1EMK66dRV KxRpYVMi44B0aldVVe0xURHQNQldS8XgCyExrty0CoYZKlQpENKtRRk/MxsVIvP2u67KOp8hPOE9 tZVhzJxUjiNt3ZiYsLJBOdnxAE8YrEztVKhSQnUXoQR0u4YPAExIRGDoKsIhFSHdmkjonkUtZyJC nt0ap18ViXEVocCni6Vjg5OFMc7dOs6IBRGwCgcB1rbutAnl1va4YsWbVpeFoCoSU8aXpZ1zcM8+ 2FvNgJ3pSFfcXYe6qgikEFAVq+iQpkroquLGmZaxbgIdQ2URHSfNSj8IP8XHfPQ0+mRuJAgh3FSg qZ1TazU7Zmo40NqFkGGFw3x6sAPzplQNcmZBeBI9WBNVXU1l7tlwThNmTa6ArimIhXWoqvU1Fiqo 2wAAIABJREFUpqG657lKxYDdGM/5D6dvyqM6ZjZUYHJt3D3UHbYPLN9x1Ylpfe69ljg7C4qdYts5 B1JbGUZ/fxLS7jNVCmhqqnBe0K8lTpE5J8S3PKpb/y72P9X5Sya7zxEVg5OFMU5kbMe6SZE8F0tn h+H3Hx5CzNTsjB2am9bU2dIVUnhWhoS7ja7YH3vTrV5z/iwA1kTEed6pbsoia8F2sLXrmH2vyngI i2eNw+zJlWkrn5cum3LM/g4qfUIIt/AX4MTYOyExFuegbXW5iXhYw7uftMLQJGorw26GntT3s18j PJMF+/vrqnSzw9VVR9zaCxHTU09AV2GUXBhS+ud/8IQXOjf3Ic1KYfrOJ0dQUxGGpkrU10TR159E Y108NTGTSDvzpnpSp+qeVKq6puCW1VZGo3hYh6JIK/2svTsdCwd3Z0EA7gV9Uk0Uly2bgnlTqvxL P0djWmmNVpQ39wLnVnBObTF4B27A2rZstOO9K+MGjrR3W1/nZPsQ3ljdVBiTqkhEQlraytv8adUA gIpYyJ1YVMZDUKRw400pmDJ3ufK19qxpaLDD5S5bNsWtm8CLJA0t/YByZtiGrkp3AeQvbzgdNRUm QrqKy5ZPRchQ0oqSZd1htcdJQ1cQy7IgEg/r7mTBMJSs2ZBKgdNvztkgIQSkklpQAoDPDrYjUW5C U6waCNMmlLlfC9j9b38/Kb0TLqv4mrfSs1O1uioeghRWNr2ysA7VU98niLZcsRC6ZtXtOHPhBMQj BgSs8ZVDIR1rpTlaUcHc1IEiNVnQ7IH5ltXzsXB6NTq6+lAW0XHBKZPsr/WGIVmv914kpbAzXmQZ oSYmIvbKkURVPGRvIZfW9juNHtVlIdTXxHDq3FoA9nvTft85oQlE2Qw4r5AxXnkPHEshcObCCTh0 tAvjyk1IIdKe92ZQcs4eOJMFKQVqK8MD/v5Euel+D0NV3AO7paKtsyfr495riZNW9Z7rT8Upc2rQ 05tERSyED/daxRG9IV9CpCYYzvk3KYCKuAGZ5VoyIRGxQpaEQJUdJltq5z6Opab6cjRPrUoPMxLW mcAi12OIBuBkYYxz40wzY3aR2jZX7RWuyngIVWUmpoyPwzRUnLXQSj+Xqscg0s4vOJkorINU4bRt ekd1mekO6KadKSTEGEoqUGNdHCFdgRlKvYecQWzNWdOyv4gI6TH3UqR2Rvv7rccUmX45DOkq6qoi 7ueGlnrPeW90Q/b45qyOL22uyxpqqWupUEzvx6XC2RHOtmrt7D47K/3OtaSnrx+xsIaZDXahO0/o q3vA2VOzR1UkJlRHkS3RbVVZyF1oitopakMBT5ax8qQGAOkT4dVnTsta/I6oGKU1WlHeBl1hEKmM Hpnp53p6+9PSm7o7CDL79ruuScTCWtrWsUNK4abKjISs/OUcyKgQTn2Oxro4Ku3CVgAwIRFFOKQG puASFeZgaycq7XoH8KyGf7LfqlyfmYWzqb4cTZ6K3976IGk1ZuwdAueG11uR2Wt8VRR11daOw7SJ ZSWX4tcppplt4cm58c+soTNrUgVMQ8WV5zQBSA99dev3SLhnFgxNQTysZy3epkjpTljCISv9bNCu JafNq8Xr7x50z31NqLYms861fNVJDRwH6bjgZGGM23ewA8DANIES3mwg6a+ZOyU97aQiUgeZvQf7 vEXdVEXi5pZmZOMWY9OUkitERKPDikUT0dvbj47u3gHPNbDyNw2DN5bbe/6qpjKMtz8+4qbrHEzU TK2se6vXO5OIXGObN2NXKRYNa+uwwpAyb0XTQooynmzr7IGqSHdy7w3VEp7XOwtPIV2BoSuD7hI6 15KwndY2aKbUxSGEwK9e/STr83XVkayPExWLd25j3H/85iMAqUHcGaBVVaZlNvJqOSN9oHbyiHsP NSueOFMn88dgh82WNqdW2r586dwCfxIKqmXzrfePqsqsoW5Ew6F4siF5b3DdG9gcK7LOeQMra5L9 WiHc0Jhck41S928vvQ8ASGZMF7p7+1OJLzL6MLPeiZOuW6b1f+pAszMZmDaxHNmccYJVYExK4SbR CJLpdr9kDoPcTKDjbWyPbpTloFjq/IGb+lQZeqRRROo1TuYk7wUzV5G1xbNq3I+9McBEuQgA5y+Z BAHg9Hl1mFAd9btJVKJqK1KHjr0jnneFeyjO2av07D0CesYB57Eq1U/pj0RNzQ2LUdShF56ca4n0 nFlQZKrvciW/WNiU2p35/BlT8/wJStt9XzndDWM7vTlVlXliIsLdVTruOFkY4y49YzqAVEyj+4fn zEKuFTW3zoIQkMI51CzSUgUSHS/jPDd5zAlIBcuYIWQmf8hy5CqNplrV6KXwnuOy0q0qnjNcY1Xm ZOrAkU7rccDN/pTrWpIq5Ck85z4kryXDEDV1q/AfAO9pxIqYgeoy069mUUBwsjDGlUXtrBwZYUhS pOor5BzgPXGmzgDvXiClCGTsKA3fupUzCnpd5kptJKS69RUA4EI7tS/RcHxmn98CrHHQmwbaeiz3 ja51bkuknVnQ7Kr3Y/08VmYoa3V5yH1guAtPqifky03dbYfEKjI9fS0N7pKlLDpJI4sHnMc4ZxDP HMK9MaO5tt+9Rdmc1TdDUyDsypvqGF9Ro+JoxRSf8ry1YmEd1eVcQaPC9PUls8XSpHL85wrHtBdL hPc1QkBTFXscDNaNrnNtUbwF7nJMuNwMSCJ1XdE1ae9Uy8D14XBoqkRPb3/aY+VRw6fWUFAVNFno 7OzE5s2bsX//fkQiEdx9992orEw/yHT33XfjlVdeQW9vL9asWYPVq1fj0KFDWLVqFZqarDRqZ599 Nq666qrifwoa1G/f3mt9kDGGp2ejGPp7pIchOQO8AtVZUeNqEB0Hhq6gYpCLYjys4aLTJo9sg6ik CZm+eOIme3DqzeQ4c+CMd0B6OmlVEZBSjvkwpPpxMew/3DngeqEoqYWnXKFc3po9zmsMTbUKsyli QOrVIDN1BR3dfTm/bu2K6SPQGgq6giYLjzzyCJqamnDDDTfgqaeewvbt23H77be7z//nf/4n3n// fTz22GPo7u7GBRdcgFWrVuH111/HhRdeiDvuuOOY/QA0tENHu+2P0kf4zGrMQ3EPOMNT9VmRUISA okj3gB9RNoXm/Y6ZGk6YbmU8yawXIuwVXaLhmjq+LG3ME56QSiB3NiNnZyGZBFRnZ0FKK0tXAHYW BtshFJ6Z17BDWkWqroWmpnYV+DudEg5puODUyXjy+XeG/DpWrqeRUNDotmvXLixduhQAsGzZMrz4 4otpz59wwgm466673M/7+vqgqipee+017N69G1deeSVuvPFGfPbZZ0U0nYajtso6eObuIjh/eiYI mZVLM6XtLNhfqmvSjeEd61lAqDif7Dua19cvX5DK9OHce0wZHx/zK7d0fHnPKQgAwp6BxsPWua5c w5izGyuEJ42qSFWDHvtnFtKvIm5fitQuda4Jlzf01flYVewwJMGQVq+qMgOx8MB05Owh8kPOKenj jz+OHTt2pD1WVVWFWMxK1RWJRNDa2pr2vGEYMAwDPT09+NrXvoY1a9YgEolgypQpmDt3Lk499VQ8 +eST2LZtG+67775j+ONQprNOrMeTO//ojjDOCq21spMqtjYU70Fo72ucFIKsGElD2Xeoc1hfd8qc Gry4+1Oce3IDnvv1x2mrlKfMqT1ezaOA6Ortc2vCHGjtcsdEb/2EoUgrhRwEUqFL3uQP4dDYXuHN DFvttENkvLvUua4l0p2sZRxwltaZEV5LUsaVOwt96X1yydJGP5pDAZdzdGtpaUFLS0vaY5s2bUJb WxsAoK2tDfH4wLL1hw8fxo033ojFixfjS1/6EgBgyZIlME3rgOLKlSuHNVFIJJg/uBhtHx8GABj2 RdI0dftzDdGI9XFFuTlkP8ciVtaLkKnCaLe+T21NHO981gZDVwLxbxSEn/F4mTetGq+8mXsXMWQX 9ZvbVIOVixtQXW5iXMXQ780gYT8URwgBwy761VAbx3t7jgAAKu3UvGFTH7KPk8mkHWokUG6nqoxG DCQSMaiqRF1NfEz/G7kHku1ryX+/8Zn9uQJDt353K8pyXEtiqWuJbqdJrUnEEPukFYaujun+G66z TqzH0y9/gPOXTsHR9m5cd9k8VMRDbt8EvY+C/vP7paClkIULF+K5555Dc3Mzdu7ciUWLFqU939nZ iauvvhrXXHMNPve5z7mP33777TjnnHNw/vnn48UXX8ScOXNy/l1797bm/BoanBNu1NNjrQIdbbOK 5/T19aHHXhnqbO8esp/bO6xzD91dvejv64cUwOFD7ejs6IEUY//fKJGIjfmf8Xg6eU4tdjz1es6v m2SnRd27txVdXT1YuXCa+3nQ8T1YnEQihg8+PQrTvkHt7ulFst/aZ+3u6gEA9HT35u7jpPWfDntM 7Orqwd69rejvS6K/p2dM/xs5i/7OtcTJ0tPfl8T+w1Za2vb2riH7oNNzLXH6/8jhDnR19ECAv+sA MK7MSupQGzfw5qF2tLd1YX5jJfsGHAePhUInWwUFWa5btw5vvfUW1q1bh8ceewybNm0CANxzzz14 9dVX8eijj+KDDz7A448/jg0bNmDDhg344IMPcOutt+KRRx7Bhg0b8Oijj+Ib3/hGQY2m4QsbGlSZ 2iZ+8/1DANK3jnNlM3JzaNvnE6w/pZ0JZGzH6VLx4vYOVi65DkcSFcuNmbf/I5CqzDycrG7CHje9 B5ytPwVi4eG9z0vVxIQ1mXd+S0+aaVVTFgJI2DUXcl5L3KxJ0g6FtbIgSWXsn/kYLm8tGaLRoqCd BdM0s4YQ3XbbbQCA5uZmXH311Vlf+9BDDxXyV1KBpASSzpURwKxJFfjVbz+x8lx7YkZzfQ8gdWbB ylxhpwvMlSuPaJi8c4Uab9VmomNAiPT3mHtYWXEKTOYey6QQSApP6lRPrP5Yzwo3q7EKwFsDUqdK mTprkOuG350sCHvCYPe7lVmPiwUAMHNSKg39tIll6OsbGOZNNNLG9oksAgD09yez5MaWbhGiXBc5 4cl+oUhhrQgpEpoqoBdTcIvItmx+Xdrn5y1hdWY6tjq7+zKKVFq7pFbNGJGzRgAASAVIJoW7G+E9 4DzWV8b7+qzCYE6SDOeSkkwm3RAFNdfCkyehkpNNT+XOwqCsxTm/W0HEycKYl5ldIpm0hnopUjFo kRxZPNJTpwo3HElXFXc7nohoNFOkSMs7KYQVRmkaKqSn4ORQpBBIIgnTPigt3ZXysV+cclp9eVox O4euKu7ZuLCR41ri9BfSQ1pVKYur9D5GJFihnkYpThbGuAH1FTx5rp1t91w7C85kQdp1FpzJgqHK nNWfiYaXDpFvJDq+dFV63mXWxEGRAqaupIXSDMWaLACmYY2ZzkvUABRlc2SUW7DPcFifmLnSxzqv cc6/CWfhSbJeD4CZDeV+N4Eoq2CMbgFm6ErWi5gQ1tavFLkPKbtVT+3aDMLeQtZ1hXmxqWiTa5kK j0aA58zC2x8fthc/rCr0QgyvuKRi1wIIG1aqUGdFfayfVwBSE6XMHRgB4RZmy1WBObXw5DnkrFih YJn1BIho9OBkYYwLhzT09PYPWLhVBDzbwEMP0opnN0JVhLtlH9IU7ixQ0RLlpnXgniuLdBx1dPXB GQib6svhRCWFdAWqHF4YklPFPqQrUGTqPRs1B1baHasyF4iE3Q9SCvdaMRjvLrUiUqGtOq8lAMA+ oFGLk4WAcA+j2cfTVDuEyEoFmGOyoHpTp6ZeFzJU7izQMTO3sTL3FxEVoaOrF4AVNmQtfkioipWV J9fhXMBaYBGwdiOcLD4AcPV5M45ru0ej53+7B0DqoLKQuW92pTdZhiLcrHwhnSGtRKMZJwsB4QzE b7x3yP3c2SHItbOgOYeYBdydBcBZXeMIT8fGWM9TT/6LhZ0dgNRNq/XnMMOQ7JVw1blBtr+BaYz9 nQXFDldt6+xNe1y1U6BKO7vUUFIhrXatHvsBQ2NIKwDMnFThdxOIsuJkISCceFBnu9w54KxIawIw FCfLh7RzYTuDethQx3wGEBoZ46sjAIBFMxI+t4SCwrur2tPbh99/cCjna6SEe87LmTQEhVNcsbPb miw4mY+chScrDerQ1wPneWF/rTO5MHSFRRkBLJldCwA4dW6tzy0hSsc7vYBwxuHJddZhUtWuwGzV Sxj6beCktHMOODsDvGmouPi0xuPXaAqEJbNrsPLEegCparpEx0MqG1yqijMARMM6ljbXDfo6h6oo 9iRBun8GjVMwcdFMa2L/0d4298xRrt0ZZ3IlYU28nEUs09C48EQ0ijF1akBImdodsD53DpnlvuDp zmoQrMN93gPPiQrmhabizGC6QBoh+w51APAUmkTq5jWcK+0n7BtcT6KHIE5uvaFbADCpNoYDR7qg yNy1JpznhbCKsDkRrlFTxbwpVcetzURUHE7lAyKzdpoQAp8d6kBfMpkzVtRJCyjsiYLgOQXKA6ML aDSImhre/vhI2mPOW7OjuxdlESPn95B21iRhh2QGIWXqYNyqzYpETaU5zJ0FZ7Jg7Wo7u9SKlDh5 ds3xbC4RFYGThYAQmQf6AFTFQwjpuS92ITs2VZGp2gxExw7fUHT8zZviybZl11xwxsNYWEdtVTjn 91CVVNYeXVVgDmP8HGuEuzud+r2VQqCtszfnwpNTh8FJtcpzCikVsdyTVSK/MAwpIDLHZCEEEuUm oqHcWTy8W8cq8+HTcdTa3u13E2iMenH3p+7Hwk4h7eb9H8aqOIC0DEiKFDD04K23ZfaSAHDwaBfG DSMkVfdcS6TgrqOXdzKbTCZ9bAnRQJwsBERqZyG1w6CrEv3DGJMUIawCRHZBIqZLpXzkerd4bxh+ +8cDx7UtRAAAYeX4d8Yyza7inIuzIg7YkwUtuJdQ79mF6nhoWOc3dDWVLEMKyYWnQex+96DfTSBK E7xlkYBK5bdOPRYxVeha7reAqkr3gLSqsLYC5ae7t3/Q506aOQ6mkbrhOn1e7ow0RMUScFKnWp+3 dvQM63WqlO4YqioykGNhak6VimktixpoG0YfOr/rVhpuLjx5XXjKZPfj+VN52JtGF04WAsLZQHB3 FmDF3EaGGYbkFCGKGCyeQ/lxquZmk7mxxbcWjYSOrj57p9S6BNYMM6ubqgh3l1ZRhFuoLEg6e/oA pHYMBawD4k4dhqEoqnRT1lp1foL3C99opy/PVF2eeg9yHKTRJngjXUBpSmr7F7C203VNGdagpHgy gISM4G67E1HpEwDiEQ1CpM7I9Ayx++XlJHmwPpaBKsrmyHbOTVNk2g7hYKRIZZRSFKswKA20+sxp fjeBKA1/UwNC2P/S3sN5oWFWzXQKsUkBREIac9dQQSqzZPvozbhJO+ek+pFqDgWUNyNcXaVVOfym 1fOH91op3DTUihLMOgvOOYPUmQWrArs2jF0WzQ7dEnaNCsE7kKzCw9jxJxpJ/FUNCE1JZaFw/lQV idaO3NlnVMUqQgRh5SpnogY6Vn79h31pn09IRH1qCQWJsPOmOjerw03hKSGg2C9Sh1GEbCxyaiV8 uLcNgB1OpIhh7VJrqvW1Ugp74YlLT0SlIHgjXUA5kwRn21xKgXBIRTycO85UCGu7WAprN4KrQZSP zPOQRH6ojFs7W95zWzLPN6WQqTozVhhn8N7Uzs//0T5rsiClgCIEuntyh3KlaiskYRoqkgNOLRHR aMTbvqCwtwOcojj9/UlIKXBkmHntpbAGeU0bXugSEdFoEtJV1FSYVjE2ACigZowi4Vawv2Rp47Fv ZAlwhv/T5tZan8PKcrTvSGfO1yqeYmyxsIb+4R0VISKfcbIQFBmpUw+3dUMKga+uPWF4LxeAqgqE ArqaRoUri1orusPJvEV0vERNFXMaK1M1Z5B/NXopUody66oix7qJJSHpZoNKhbbGIzrGD7MCtqpY ZxYioWAmyzh0lIUnqfRwshAQzgXSuTg21Fjp29Thpv4T1q6ErgUz3R0VzonrHk5qRaLjxQqntIuq OTUW8p0sKFaBSgKcRFC//eN+KFJg/zB2FpyQVkUKaKoSyL5s6xxeTQ+i0aSgqX1nZyc2b96M/fv3 IxKJ4O6770ZlZWXa11x33XU4dOgQNE2DYRh44IEH8N577+FrX/sahBCYPn06vvWtb7l5run4cjNX yFS8bj4khFvlVA9gBhAqHDeiaDSYUB1BOKS5YUhSAHsOtOf1Pbw7C0Hl/PSqmqpRIYTAlvXD36XW NTnsbHxjyVkn1uNXv/nI72YQ5a2gUe+RRx5BU1MTHn74YVxyySXYvn37gK95//338cgjj+Chhx7C Aw88AAD47ne/i5tuugkPP/wwkskkfvnLXxbXeho25xiZMzjne71zwpAAoIwrxERUYi46rRELmxJ2 9WZrlbutY/CCgdlYZ7eOT/tKhhvSan0wbUIZAEDXhrf2KOyFJ0NXuFhIVCIK+k3dtWsXli5dCgBY tmwZXnzxxbTn9+3bhyNHjuC6667DunXr8MwzzwAAdu/ejcWLF7uve+GFF4ppO+XBGdhFxp/DJaRw 069eeU7TsW0cjXH2e405d8lHZRHdyogk4IYgzZ1SmfN1XooUww/dHOPcw+H5Tp6Edd5BCgE9YKln rbdd0GebVIpyLgU8/vjj2LFjR9pjVVVViMWsmPdIJILW1ta053t6enDttddi48aNOHz4MNatW4fm 5mYkk0n3JjXb6+j4cSs323/me+5AAG4BIh5wJqJS5BxTEEJAQOAju1bAsF9vVx4OMpHxZ75hWQKp FN6JitAxa1epyLx8qopAbx8XUmh0yzlZaGlpQUtLS9pjmzZtQlubNci2tbUhHo+nPV9dXY21a9dC VVVUVVVh1qxZeOedd9K2HLO9LptEIjasH4SGFolYGWkqyq2MFeVlZl59q6oKasbFA/vvEdSf+1jo sas07373YNbn2bfDw34qTiIRQ3tnD6SUiIR1GHonGmpjefVrWTwEqSqB/rcw7do8sZh1ox+Ph/Lq D01TMK46ikQihv+9euFxaeOolWWeedr88XjulY8C/Z7KB/vJHwUdcF64cCGee+45NDc3Y+fOnVi0 aFHa8y+88AL+8R//Ed///vfR1taGt956C1OmTMHs2bPx0ksv4eSTT8bOnTuxZMmSnH/X3r3cfShG IhHDmSdMQIddT6G9vQsA8If3D2J+4/C34Ht7+3C0tQN79wZr2xiw+pDvw8KVVwydYpJ9mxvfg8Vx +q+zuxfJZBIdHT3o6elDf19/Xv3a0dGNzs6eQP5bODdpHR3OtcT+s60rr/7o6+tHR3t+rxlLMqMx Ozus7EhB7Y98cBwsXqGTrYLu/NatW4e33noL69atw2OPPYZNmzYBAO655x68+uqrWL58OSZNmoTV q1fjC1/4Am655RZUVlZiy5YtuP/++7FmzRr09PRg1apVBTWa8nPFyiZ3RcPZMn7v0/x+4RRFMlaX CjJU1FrUZO0FGjlCCPv/qY/zEQmpgT964/SZE8qab1SqEMItDhpEXT19aZ8H/O1EJaKgnQXTNHHf ffcNePy2225zP/7GN74x4PnGxkb8wz/8QyF/JRXBOohmHatyBvjzTm7I73uIVL58omI5cboLplf7 3RQKEO99rRD53+jGTA0fJ/NLtzrWOF3mnDt464PDWDZ/Ql6v17jwRFRS+BsbEFJY6VKdw3l5Z0MS zAJCx86U8dZ5pWAfFaWR5kwQpLCKs+X7/ouYOvr6+o9L20pBTYUJAaswnbM78OnBPGtVeK5DQZOt rkQwe4JKDe/+AsR7w3/wSFder+XOAh0P3IKnkZUqSmlNGPIb0xLlJpbnsYo+1jTVl0NIYWeFsh7L tw+lENxZ8Jg3tcrvJhDlxN/YgHDic6WwbvynTSzL9ztwgKeCZFs5SyaBljOnclWNRpRTvVnYuwr5 FlgLh1QkKszj0bSS4FxDIABFWNeD0+fV5vc9pODCk8eipnE4cUbC72YQDYm/sQHh7H4qUkJIkXed BVWVqSI8RMfAeSdP8rsJFFACsK5+HNLysmpxvVtYzAnj+uxQR17fQ0JACejCU7boX0NXYBoFHR8l GjHB/I0NKCmsWFFZQBYQ7ioQUamTQkA4WXwgssaQ0+DqqiJWBWxY1xIhBE6Zk+fOgkgdjg6awQrY BbM3qJTwDjAohPUfVZFQpMg7C0i+OxFEjmwTU04+yQ/OariUnCgUykk9K2GFJBlafmlQg9z3X7p0 XvYngtkdVEJ4xQ4IAWdFRxa0szCjofz4NIzGvGzhaxHWVyCfCGEdrJeSk9ZCOPsyUrG2GPK9lqiK zPs1Y0VQw6+o9PGdGyDOgT4h8t8pWLU4v7oMRMMRzFsG8pv0pE+l/AkBqHlmQXJwgkZUevhbGxAC 1taxYu8sBHUbmEaHvc6hSL4NaYQ5ZxWkFGjv6vW7OaVHCDujlB1SlOeEqz/oJbCzOHVufuc+iEYa JwsBIew4JCftHecK5Kd397T63QQKMGfBJBxiFpp8OSGtuqpAVSS0PA8rL5lTc3waVsKa6iv8bgLR kDhZCAhhrwYpUroH1IiIAsce+3733kE8/szb/ralBAnhFPgUkHYi1XycOrfu+DSMiI4bLqsEhLUa ZA/wInvZeSKisc4JoamIGagfF/W7OSXIunZIO6seLyVEYx8nCwHh7CYodiYKlYfMaBSoqQj73QQK HAEkBSrjBpbMZqx4vpydBSkEQ1qJAoJ3jAGj2NWbmQWERoPzlrCKM40sIaydBVVKVMZDfjenBCWt Ogv2ApRglgKiMY+ThaAQSQiAOwpEFHidXX14/rU9ONLW5XdTSpZV4E6gwAyqgRfUKtZUmvhrHhBO ukBV4a4CEQVbW2cPAKCv3+eGlCBh7yUo9vk3LkAVJt/K10R+4m95QCRhbb0LIfDZwQ6/m0NE5Ash BMZXRXD9JXNRV8UzM/lyQpAMVXHPwBHR2MYDzgFhJbjjoE5EwSbs/5w0c5zfTSlJwj5GYYasAAAS fklEQVTYLCXQ3smidoVqY99RCeHOQlDknw6b6Jhb2FTtdxMo4JwdViqMky5VSsG4e6KA4GQhIIRn X2FmQ7mvbaHg0hTG6ZK/BAAe2yqeIiWOtPf43YySw/celSJOFgLEWU3jAWcaabMnV1gf8K1HPksC +GR/u9/NKFlCCIa0EgUMJwsB4d11f/3dg/41hAKpys5nz1sM8lt/fxLv7mn1uxklS7j/oUJNTET8 bgJRXjhZCJAkkn43gQJuBkPgyGdSCJx3coPfzShpzlwhUW762o5SxSsxlZqCsiF1dnZi8+bN2L9/ PyKRCO6++25UVla6z+/cuRM/+MEPAADJZBK7du3CT3/6U3R2duK6667D5MmTAQDr1q3D+eefX/xP QbkJQFetePE7rjrR58ZQUC2ZU4sd//dNv5tBAcdQzOJ09VgFKqrihs8tKT0V8RBqKkx8tLcNp86t 9bs5RMNS0GThkUceQVNTE2644QY89dRT2L59O26//Xb3+WXLlmHZsmUAgAceeAALFy7E1KlT8fjj j+Oaa67Btddee2xaT8MmIdwzC411cZ9bQ0TkH84VitPRZaX9fOP9Qz63pPQ01ZfhsqVT8crv90Hh G5FKREFhSLt27cLSpUsBWBODF198MevX7dmzBz/+8Y+xadMmAMBrr72GZ599FldccQW+/vWv4+jR owU2m/IlBcNMyT/ue8/ef58/tcqvplDAdff24709vPYUTACJ8pDfrShZmqKgqiyE0+ZxV4FKR86d hccffxw7duxIe6yqqgqxWAwAEIlE0Nqa/bDYgw8+iKuvvhq6rgMAmpub0dLSgrlz5+Jv/uZv8L3v fQ9btmwp9meg4eBMgUaReET3uwkUUIoUmN1Y4XczSpaAgJQ87lisa8+fhR0/e8PvZhANS87JQktL C1paWtIe27RpE9ra2gAAbW1tiMcHhrX09/fj2Wefxc033+w+tnLlSvdrV65ciTvvvDNnAxOJWM6v oaElEjHEoiGommR/Foj9VhzDtCYH1dVRAEDI1NmneWJ/Fcfpv32HO7H/aA9OYn/mLZGIIRo1oKrW teTKc2fyfZmnUEhz+4zjYP7YX/4o6MzCwoUL8dxzz6G5uRk7d+7EokWLBnzN73//ezQ2NiIUSm1X fuELX8Add9yB5uZmvPjii5gzZ07Ov2vvXqa4K0YiEcPeva04erQLn+xrY38WwOlDKkwiEUNXZzdq K8PYt88K/+jq7Gaf5oHvweJ4+y9qaqgIa+zPPDl92NbWhf6+fuzd24qzFoxnP+YhkYihs7PH7bNO joN54ThYvEInWwVNFtatW4ctW7Zg3bp10DQN9957LwDgnnvuwbnnnovm5ma88847qK+vT3vd1q1b ceedd0LTNFRXVw9rZ4GOHSfXPZEfmurL/G4CEeIRDRUxZvEpxqGj3X43oWQJhgRTCSposmCaJu67 774Bj992223ux+eddx7OO++8tOfnzJmDRx99tJC/koolgHCooH9uomPiipUzkEwmmZudfPXxvnb0 9zPTfTE6u3v9bkLJSvKtRyWIp5QCRPCUM/lIUyV0TcHd153id1Mo4Pr6+/1uQsk62tEDZsw4Nipi 3O2n0sDJQkBI7n0SEQEAuLFQOFNXUMZsZgXzXoovPr3Rv4YQ5YGThYDoTyZxuK3L72ZQQM2eXJn2 +YWnTvanIRR4VfEQb3aLENIVlMfYf0RBwslCQDz9ykcI6TyzQP5YPKsm7fPqMp5bIH+URXWYBsfC ggmBvj5uzRAFCScLAXHRqZPw8b42v5tBROQrRmQWKQl8xGtJwZbNH+93E4jyxslCQGiqginjBxbP IyIKku4eHm4uigB6etmHhWqs43WYSg8nCwEhBWBoit/NICLy1f4jnX43oeTpKm8diIKEv/EB8dG+ Nrz2zgG/m0FE5KvJtYVVMCWLYBwXUeBwshAQ0yeyei4R0evvHvS7CSXtd+8eQHU56wMQBQlTQgQE C7IREVGxPtrXhtb2Hr+bQUQjiDsLASEE0FAT9bsZRERUwoQQdhVnIgoKThaCQgjUVIT9bgUREZWw Zc11kNyoJgoUThYCQgIc4Iko8FSFA2ExdF1BP2uyEQUKJwsBITlTICLChnNm+N2EksYD4kTBwwPO AdHT148+LgcRUcAtZQXdosxrrER7J88sEAUJdxYCoiyiQ1dZlI2IiApXVxWGwp1qokDhZCEgevqS ONze7XcziIiohAkhYBoMSiAKEk4WAqK1rRu//+CQ380gIqISJgTQ18eQVqIg4WQhIIQAenr7/W4G ERGVsP7+JHSNIa1EQcLJQkDUVrLGAhERFeeN9w/hvU9b/W4GEY0gThYCgitBRERUrMNt3fh4X5vf zSCiEcTJQoAkykN+N4GIiErYwqaE300gohHGyUJAaKrEly6e63cziIiohDFrKlHwFDVZ+Pd//3fc euutWZ/70Y9+hMsuuwyrV6/GM888AwA4cOAArr32Wqxfvx433XQTOjo6ivnrKQ+qIjGlLu53M4iI iIiohBQ8Wdi2bRvuvfde9PcPzLCzd+9ePPTQQ3j00Ufxwx/+EH/5l3+J7u5ubN++HRdeeCEefvhh zJ49G4899lhRjSciIqKRUxY1/G4CEY2wgicLCxcuxNatW7M+9+qrr+KEE06AruuIxWJoaGjAG2+8 gV27dmHp0qUAgGXLluGFF14o9K8nIiKiEVYW0f1uAhGNsJxlGB9//HHs2LEj7bG77roL559/Pl56 6aWsrzl69ChisZj7eSQSwdGjR9Mej0QiaG3NnX4tkYjl/BoaGvuweOzD4rD/isc+LA77r3iJRAwd Xb247Ixp7M8Csd+Kw/7zR87JQktLC1paWvL6ptFoFG1tqdRqbW1tiMVi7uOhUAhtbW2Ix3PH0O/d y3zOxUgkYuzDIrEPi8P+Kx77sDjsv+J5+/D8xfXszwLwfVgc9l/xCp1sHZdsSM3Nzdi1axe6urrQ 2tqKt99+G01NTVi4cCGee+45AMDOnTuxaNGi4/HXExER0XEimRKJKFBy7izk48EHH0RDQwNWrFiB DRs2YP369Ugmk7j55pthGAauv/56bNmyBT/60Y9QUVGBe++991j+9UREREREdAyJZDKZ9LsRQ+GW U3G4bVc89mFx2H/FYx8Wh/1XPPZh8diHxWH/FW9UhSEREREREVHp42SBiIiIiIiy4mSBiIiIiIiy 4mSBiIiIiIiy4mSBiIiIiIiy4mSBiIiIiIiy4mSBiIiIiIiy4mSBiIiIiIiyGvVF2YiIiIiIyB/c WSAiIiIioqw4WSAiIiIioqw4WSAiIiIioqw4WSAiIiIioqw4WSAiIiIioqw4WSAiIiIioqxUvxuQ TX9/P7Zu3Yo333wTuq5j27ZtmDRpkt/NGnVy9dPf//3f46mnngIALF++HJs2bUIymcSyZcswefJk AMCCBQtw6623+tH8USVXX27btg2vvPIKIpEIAGD79u2IxWJ+NXfUGKrffve73+Guu+5yv/bXv/41 vve976G5uRmrVq1CU1MTAODss8/GVVdd5Uv7S8FvfvMb/MVf/AUeeughv5tSMgbrs5/+9KfYsWMH FEVBU1MTtm7dCim5ZpZpsP578MEH8cQTT6CyshIA8O1vfxtTpkzxo4mj3mB9+OSTT+LBBx+ElBKX X3451q9f71MLS0dPTw++/vWv46OPPkJ3dzeuv/56rFixwu9mjVq5+qugcTA5Cv385z9PbtmyJZlM JpP/8z//k7zuuut8btHoNFQ/vf/++8lLL7002dvbm+zr60uuWbMm+bvf/S757rvvJr/0pS/51eRR K9d7bu3atcn9+/f70bRRbbi/q//6r/+avOWWW5LJZDL5/PPPJ7/zne+MWBtL2fe///3khRdemGxp afG7KSVjsD7r6OhIrlixItne3p5MJpPJm2++OfmLX/zCjyaOakO952699dbkb3/7Wx9aVVqG6sPT TjstefDgwWRXV1fy7LPPTh46dMiHFpaWJ554Irlt27ZkMplMHjhwILl8+XJ/GzTKDdVfhY6Do3JJ ZdeuXVi6dCkAa+X7tdde87lFo9NQ/VRbW4sHHngAiqJASone3l4YhoHdu3fj008/xYYNG/Anf/In +OMf/+hX80eVofqyv78f7733Hr75zW9i7dq1eOKJJ/xq5qgznN/V9vZ23H///fjGN74BAHjttdew e/duXHnllbjxxhvx2WefjWibS0lDQwPuv/9+v5tRUgbrM13X8eijj8I0TQBwx0RKN9R7bvfu3fj+ 97+PdevW4e/+7u9GuGWlY6g+nDFjBlpbW9Hd3Y1kMgkhxAi3rvSce+65+MpXvuJ+riiKj60Z/Ybq r0LHwVEZhnT06FFEo1H3c0VR0NvbC1Udlc31zVD9pGkaKisrkUwmcc8992D27NlobGzEvn378MUv fhHnnXceXn75ZWzevBn/9E//5ONPMToM1Zft7e248sorcc0116Cvrw8bN27E3LlzMXPmTB9bPDoM 53f1iSeewLnnnuuGLkyZMgVz587FqaeeiieffBLbtm3DfffdN+JtLwWrVq3Chx9+6HczSspgfSal RHV1NQDgoYceQnt7O0477bSRbt6oN9R77oILLsD69esRjUaxadMmPPPMMzjzzDNHuIWj31B9OH36 dFx++eUwTRMrV65EPB4f4daVHif89+jRo7jxxhtx0003+dyi0W2o/ip0HByVOwvRaBRtbW3u5/39 /ZwoZJGrn7q6uvDVr34VbW1t+Na3vgUAmDt3rhu7duKJJ+LTTz9FMpkc2YaPQkP1pWma2LhxI0zT RDQaxZIlS/DGG2/41dRRZTi/qz/5yU/Q0tLifr5kyRKcfPLJAICVK1fi9ddfH5nGUuD19/fj7rvv xvPPP4/777+fq7p5SCaTuOqqq1BZWQld17F8+XL+7ubpjTfewLPPPotf/vKXePrpp3HgwAH87Gc/ 87tZJeGTTz7Bxo0bcfHFF+Oiiy7yuzmj3lD9Vcg4OConCwsXLsTOnTsBWIcinYOQlG6ofkomk/jy l7+MGTNm4Dvf+Y67DfXXf/3X2LFjBwBr4Bo/fjwvmBi6L999912sX78efX196OnpwSuvvII5c+b4 1dRRJdfvqrPdXldX5z52++234+c//zkA4MUXX2Rf0oj55je/ia6uLmzfvt3dhqfhOXr0KC688EK0 tbUhmUzipZdewty5c/1uVkmJxWIIhUIwDAOKoqCyshJHjhzxu1mj3r59+3Dttddi8+bN+PznP+93 c0a9XP1VyDg4KpfrV65cieeffx5r165FMplMy6hCKdn66cEHH0RDQwP6+/vxX//1X+ju7sZ//Md/ AABuueUWfPGLX8TmzZvx3HPPQVEUfPe73/X5pxgdhurLFStW4KKLLsLq1auhaRouvvhiTJ8+3e8m jwq5+u2dd97BhAkT0l5z66234utf/zoeeeQRmKaJbdu2+dR6CoKf/OQnaG9vx9y5c/HEE0/gxBNP dLNvbdy4EStXrvS5haOb039r1qzBzTffjI0bN0LXdZxyyilYvny5380rCd4+XLNmDdavXw9N09DQ 0IBLL73U7+aNen/7t3+LI0eOYPv27di+fTsA4Ac/+AFCoZDPLRudsvVXS0sLOjo6Ch4HRZIxKERE RERElMWoDEMiIiIiIiL/cbJARERERERZcbJARERERERZcbJARERERERZcbJARERERERZjcrUqURE 5J9vf/vbeOWVV9DT04P3338fU6dOBQCsWbMGQgisW7fO5xYSEdFIYepUIiLK6sMPP8TGjRvx9NNP +90UIiLyCXcWiIhoWO6//34AwA033IDTTjsNK1aswKuvvorq6mpcfvnleOihh7Bnzx782Z/9GRYv Xoz33nsPW7duxaFDhxAKhXDHHXdg9uzZPv8URESUD55ZICKivO3btw/Lli3Dv/zLv6Crqwu/+MUv 8PDDD+OGG27Ajh07AABbtmzB5s2b8c///M+48847cfPNN/vcaiIiyhd3FoiIqCDLli0DAEyYMAGL Fi0CAIwfPx5HjhxBW1sbXnvtNfzpn/6p+/Xt7e04ePAgKioqfGkvERHlj5MFIiIqiK7r7seKoqQ9 19/fD13X8eMf/9h9bM+ePSgvLx+x9hERUfEYhkRERMdcLBbD5MmT3cnC888/jyuuuMLnVhERUb64 s0BERMfFn//5n2Pr1q144IEHoGka/uqv/gpCCL+bRUREeWDqVCIiIiIiyophSERERERElBUnC0RE RERElBUnC0RERERElBUnC0RERERElBUnC0RERERElBUnC0RERERElBUnC0RERERElBUnC0RERERE lNX/AzNmgIqMVE2AAAAAAElFTkSuQmCC " > </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"> <p>Listen:</p> </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-ipython2"><pre><span></span><span class="n">ipd</span><span class="o">.</span><span class="n">Audio</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">rate</span><span class="o">=</span><span class="n">sr</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[4]:</div> <div class="output_html rendered_html output_subarea output_execute_result"> <audio controls="controls" > <source src="data:audio/wav;base64,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" type="audio/wav" /> Your browser does not support the audio element. </audio> </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="RMS-Energy">RMS Energy<a class="anchor-link" href="#RMS-Energy">¶</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"> <p><a href="http://librosa.github.io/librosa/generated/librosa.feature.rmse.html#librosa.feature.rmse"><code>librosa.feature.rmse</code></a> returns the root-mean-square (RMS) energy for each frame of audio. We will compute the RMS energy as well as its first-order difference.</p> </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-ipython2"><pre><span></span><span class="n">hop_length</span> <span class="o">=</span> <span class="mi">512</span> <span class="n">frame_length</span> <span class="o">=</span> <span class="mi">1024</span> <span class="n">rmse</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">feature</span><span class="o">.</span><span class="n">rmse</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">frame_length</span><span class="o">=</span><span class="n">frame_length</span><span class="p">,</span> <span class="n">hop_length</span><span class="o">=</span><span class="n">hop_length</span><span class="p">)</span><span class="o">.</span><span class="n">flatten</span><span class="p">()</span> <span class="n">rmse_diff</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">zeros_like</span><span class="p">(</span><span class="n">rmse</span><span class="p">)</span> <span class="n">rmse_diff</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">diff</span><span class="p">(</span><span class="n">rmse</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 [6]:</div> <div class="inner_cell"> <div class="input_area"> <div class=" highlight hl-ipython2"><pre><span></span><span class="k">print</span> <span class="n">rmse</span><span class="o">.</span><span class="n">shape</span> <span class="k">print</span> <span class="n">rmse_diff</span><span class="o">.</span><span class="n">shape</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>(95,) (95,) </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"> <p>To obtain an energy novelty function, we perform <strong>half-wave rectification</strong> (FMP, p. 307) on <code>rmse_diff</code>, i.e. any negative values are set to zero. Equivalently, we can apply the function $\max(0, x)$:</p> </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-ipython2"><pre><span></span><span class="n">energy_novelty</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">max</span><span class="p">([</span><span class="n">numpy</span><span class="o">.</span><span class="n">zeros_like</span><span class="p">(</span><span class="n">rmse_diff</span><span class="p">),</span> <span class="n">rmse_diff</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</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"> <p>Plot all three functions together:</p> </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-ipython2"><pre><span></span><span class="n">frames</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">rmse</span><span class="p">))</span> <span class="n">t</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">frames_to_time</span><span class="p">(</span><span class="n">frames</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">sr</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 [9]:</div> <div class="inner_cell"> <div class="input_area"> <div class=" highlight hl-ipython2"><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">6</span><span class="p">))</span> <span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">rmse</span><span class="p">,</span> <span class="s1">'b--'</span><span class="p">,</span> <span class="n">t</span><span class="p">,</span> <span class="n">rmse_diff</span><span class="p">,</span> <span class="s1">'g--^'</span><span class="p">,</span> <span class="n">t</span><span class="p">,</span> <span class="n">energy_novelty</span><span class="p">,</span> <span class="s1">'r-'</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">0</span><span class="p">,</span> <span class="n">t</span><span class="o">.</span><span class="n">max</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">'Time (sec)'</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="s1">'RMSE'</span><span class="p">,</span> <span class="s1">'delta RMSE'</span><span class="p">,</span> <span class="s1">'energy novelty'</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[9]:</div> <div class="output_text output_subarea output_execute_result"> <pre><matplotlib.legend.Legend at 0x11994c6d0></pre> </div> </div> <div class="output_area"> <div class="prompt"></div> <div class="output_png output_subarea "> <img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA24AAAF0CAYAAABbg2qzAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xl4FFX28PFv9Z59D5CFJIAgCIqAyCKMiqAi4C6Myrjh CjqjjDo4jiii4I/RFxVFHRF0RMWFUXHUURl1EGRfBGRfAglk37uTdLqr3j+KJGACJJ10d9J9Ps/j A3RVV19vOlV16t57jqJpmoYQQgghhBBCiDbL4O8GCCGEEEIIIYQ4NQnchBBCCCGEEKKNk8BNCCGE EEIIIdo4CdyEEEIIIYQQoo2TwE0IIYQQQggh2jgJ3IQQQgghhBCijfMocFNVlSeeeILx48czceJE MjMzG91n0qRJvP/++y1upBBCCCGEEEIEM48Ct++++w6n08mSJUuYOnUqs2fPbrDP3LlzKS0tbXED hRBCCCGEECLYmTx504YNGxg2bBgAffv2Zdu2bSds//rrr1EUheHDhzf5mC6Xm+JihyfNEa0gJiZU +t+PpP/9S/rff6Tv/Uv637+k//1L+t+/pP8bl5AQcdJtHo24VVRUEB4eXvdvo9GIy+UCYPfu3Xzx xRf88Y9/bNYxTSajJ00RrUT637+k//1L+t9/pO/9S/rfv6T//Uv637+k/5vPoxG38PBw7HZ73b9V VcVk0g/16aefkpubyy233EJ2djZms5nk5OQmjb6dKsIU3if971/S//4l/e8/0vf+Jf3vX9L//iX9 71/S/83jUeDWr18/vv/+e0aPHs3mzZvp3r173bZHHnmk7u8vv/wy8fHxTZ4ymZ9f7klzRCtISIiQ /vcj6X//kv73H+l7/5L+9y/pf/+S/vcv6f/GnSqY9ShwGzlyJCtXrmTChAlomsazzz7LwoUL6dy5 MyNGjPC4oUIIIYQQQgghGvIocDMYDMyYMeOE17p27dpgv/vvv9+zVgkhhBBCCCGEqCMFuIUQQggh hBCijZPATQghhBBCCCHaOAnchBBCCCGEEKKN82iNmxBCCCGEEEI01caN63niiWmkp2egKApOZxUJ CR256677uPHGa7nnnincfPOtdfs/+uiD2O125s17g6ysw7z44t9xu9243W569OjJPfdMITc3h1tu +T3du/c44bNefHE+RmPg1YmTwE0IIYQQQgjhdf37D+Cpp2YBetr7yZMf4Kef/kdycgo//PDfusCt rKyUrKzDxMTEAvD6669w7bXjGTRoCJqm8dhjD7NixY90796D9PQM5s17w1//Sz4lgZsQQgghhBBB pn//sAavXX11DY8/7vRo+4YN9mZ9vtPppLCwgMjICKKioomKiuLgwQOkp2ewfPm3XHTRJWzevBGA jh078dVXywgNDaVXr948/fRsjEYjOTlHm/WZ7Z0EbkIIIYQQQgiv27BhPVOm3EVJSTFms4nRo6+k f/+BfP75p1xyyaUsX/4Nd9xxNytW/Mjdd0+uC9zuvPNePv30Y15//RX27dvLkCEX8OCDjwBw8OAB pky5q+4zevToyf33P+iX/z9vk8BNCCGEEMKL1q0zkJKi0amT5u+mCFHndCNkLd3emNqpkqWlJTz8 8AN06pRUt23YsAuZPHkSo0ePJS4uDpvNVrdt48b13HDDjdxww404HA5eeWUuixa9yXXXjQ+qqZKS VVIIIYQQwkvKyuCKK8Lo16/htDMhglVUVDRz5szhuedmUlhYAEBoaCidO6fx6qsvMXLkZSfsP3/+ S6xbt7puv9TUzlgsFp+3299kxE0IIYQQwksOHdKfkbvdCjU1YDb7uUFCtBHdunXjuuvG88EHi+te GznycubMeYYnn3yGrKzDda8/9dQs5s6dw2uvvYLZbCYpKZk///kvlJaWNpgqCfDYY9NJSkr22f+L ryiaprWZcfv8/HJ/NyFoJSRESP/7kfS/f0n/+4/0vX9J/3tfVpZCv37hAHz5pZ0BA9S6bdL//iX9 71/S/41LSIg46TaZKimEEEII4SUpKRpvvFFJdLTG0aNy2yWE8JxMlRRCCCGE8JKcHIXBg93s2FFB ANYDFkL4kDz6EUIIIYTwkr/9zUqfPuHk5Sn+booQop2TwE0IIYQQwkuysgyYzRorVhgZOjSUzZvl 1ksI4Rk5ewSJsjL9PyGEEEL4TlaWQqdOGgYD7NljZNUqmS8phPCMBG5B4pprQunWLYJ588w4nf5u jRBCCBH4qqshN9dAaqrK4MFuAFavlsBNCOEZSU4SJH75Rb9QzJhh4913LcycWcUll7j93CohhBAi cB05oq9rS07WSE7W6NxZZfVqE6oKBnl0LtqBDbnrKKkqZkTaqFY9bnV1NRdffCVLlnzW6PaNG9fz 2Wef8NRTs/jxx+8566zexMcnnPa4zzzzJLt37yQiIhKA0tISJky4mSuuGMeCBa/z9tsLWLr033XH Ki4u4qqrLufRRx9n9OixfPXVF3z11RcYDAY0DW666Q8MHDiIBQte59tv/0N8fHzdZ5133vnccssd rdAbTSeBW5DYvbucvDwDixaZWbjQzP/7f1ZGjHCgyFppIYQQwisiIuCpp6o44wy9dtuQIW4++MDM r78a6N1bPc27hfC/f/zyGtsKfuF3qRdjMvgnbPjoo/dJT3+sSYEbwL33PsCgQUMAKCsrZeLEGxg9 eiwAqamd+e9/v+WGG24EYPnyb+jQoSMAFRUVLFr0Ju+++xFms5mCgnzuvPMWPvnkCwAmTLiRq666 rrX/95pFArcgER0N0dEqzz5bzcSJNSgKKArk5iosWGBmxgx/t1AIIYQILPHxGvfeW1P370sucVFa Cprmx0YJcUz/f/Zu8NrV3a7j8cFPAtD37Z4csWcD0GthVyIsESds/+37N0zcdsrPczgczJjxOOXl 5SQnp9S9vm/fXubOnYOmaURFRTFt2vS6batW/cTevbuZOfMJXn11AQsWvM7Onb/icDhIT8/gscem N/ZRdQoLC7FYrCjHRiouvngk33//XV3gtnLlCoYOHQ5ASEgIbrebf/3rY4YOHUZycgpLlnyKoQ0N j0vgFgSKiuCVVyycf76bUaPc9OxZ/5TvlVcsvPaahQ8+gMceM3HDDS6ZviGEEEK0gkOHFFwu6NxZ w2SCceNcjBvn8nezhGiSipryur+XVZcSag5t0fG++moZGRldufvuyWzfvo0tWzYC8NxzM5k27Qky MrrwxRefsnjx25x33vkADBlyAd26defhhx/D6awmIiKCuXNfRVVVJk68gfz8PBISEk/4nPnzX+Kd d94iJ+co6eldePrp2XXb4uLisFptZGdnoWkaiYkdsFgsABiNRubOfZUPP3yPqVPvp6amhptvvpWr r9ZH2T744D2+++6bumPdcsvtnHfeoBb1SXNJ4BYEjh418PLLVhwOJ6NGnbiubdq0aqKiNF56ycoD D4Twyy9Onn222k8tFUIIIQLHCy9YeO89C6tWVdCtW/0wW26uQmKiDLsJ/zrVCJnT7cRmCqHMqack V1EZnTGmbrTtdO9vzIED+zn//MEAnHVWb0wmPQzJzDzA88/rwZXb7SI1Na3R91utNoqLi5k+/TFC Q0OprKzE5Wr4IKR2quTPP//E/Pkvk5SUcsL2Sy65lOXLv8HlcjFq1OWsXbsagIKCfKqrq3nooUcB OHQok6lTH+Dss/sCbWOqpIytBIGyMn14OCqq4UUiJASmTnWycyfExGh8+63E8kIIIURryMrSb7OS kuqvv088oRfk3r1bbsFE2/XZ3qXkOXJPeG3R9gXsKd7t8TE7d05n27atAOzevbMu6OrcOY3HH5/B vHlvcO+9DzB48NAT3mcwGFBVldWrV5KXl8tTTz3LXXdNprq6Cu0U844HD76AYcMu5P/+75kTXr/w whGsWPEjW7Zs5txz+9e9XlhYyIwZj1N2rH5Wx46diI6OwmxuO/fGbaclwmtq67dFRJz8y925M4wa 5cLh0OfeS9ISIYQQomWysw3Ex6uEHjfDrDZRyapVRi64wE8NE+I0Fmx9vcFrLtXFEyun8f6YTzw6 5jXXXM+sWU9x7713kJaWjtlsBmDq1GnMnPkEqqr/bvzlL3+joCC/7n29e5/NzJnTee65F1i0aAF3 3XUrFouFpKRkCgrySUpKPuln3nrrJG6//SZWrfqp7rXw8HASExNJTk45Yf1ajx5nct11E/jjH+/B ZrPhcrkZM+YqOndOBxpOlezcOY1HHvmrR33hKUU7VajqY/n55affSTTbhx+amDIlhBdeqOLmm2sa 3SchIUL634+k//1L+t9/pO/9S/rfezQN0tLC6dFD5dtvHXWv79unMHhwOFddVcO//mWW/vcj+f77 l/R/4xISIk66Tcbpg0DtVMnIyKbF6G0nlBdCCCHap4IChaoqhZSUE9P+d+mikZiosmqVUa63Qohm kcAtCNxySw2//lrBJZecOpPVDz8Y6dMnjIULzT5qmRBCCBGYbDaNuXMrmTjxxJkuigKDB7vJyzOw d6+fGieEaJdkjVsQMJv1WjKnExGhkZtr4MABieeFEEKIloiIgBtvbPyB6e9/X8PAgW6io20+bpUQ oj2TO/Qg8MknJp591kJJyan3y8jQp3McPChfCyGEEKIl9u9X2LLFQGVlw20XX+zmzjtrSEjwfbuE EO2X3KEHgX//28TcuVZqak6dKjImRl8Hd/CgpJQUQgghWuKttyyMHBl20rT/OTkKn3wi68qFEE0n gVsQaGpyEkWB9HSVzEwDqnrKXYUQQghxCocP69fe5OTGr73Tplm57jo4dEgelgohmkYCtyBQVqZg s2lYraff99JLXVx9tavRqR1CCCGEaJrsbAMhIRpxcY0HbkOGuAH4+WejL5slhPCCjRvXM336NAB+ /PH7E+rQtSYJ3IJAWZnS5FIADz/s5MUXqwgL83KjhBBCeJWmwaRJNi6/PJRZsywyk8LHsrIUkpNV lJMMqA0eXBu4SZ44IQLJRx+9j91u98qx5WwRBMrKICam6ZPoNQ2cTpo0QieEEKJtqqqCzz/Xy7s4 HDBtmhOA2bMtWK0wbJiLkSP92cLAZbdDUZGBPn1OXoanZ0+V6GhYtUpG3ITvhT35ONZln7bqMavH XoX9yZkn3e5yuZgz51mysg6jqioPPzyVLl16ccstE+jbtx/79un1MWbPfoHw8HBee20eW7ZsRFU1 xo+/iYsvvoQpU+4iOjqG8vJyZs9+nmeeeZLCwnwSEzuwefMmFi/+mNtvv4n331+K0Wjk1Vdf4swz e3HxxZfUtWPChKvp0+ccDh3KJDY2lpkz/w9N05g16ymys7Nxu91MmHAT/fsPZPLkSbz77kcoisLz zz/HgAEDSUlJZe7cOWiaRlRUFNOmTa879qpVP7F3725mznyCMWOuIivrMJMn/xG3281tt93Im2/+ E4vF4nEfy4hbENiwwc6yZY4m7btpk4GMjHD+/nfPv1RCCCH8r3Z986WXuvjHP6oAcLvhzTctzJpl ZfToMGJj4aabQtiwQW4HWpPRCG+9Vcnkyc5T7jNsGGRmGjhyRNa5icC3bNmnREVF88or/2D27OeZ MWMGAHa7nUsuuZR5894gISGR1atX8vPPKzl6NJv589/ipZde45133qK8vByAkSMv48UXX2XZsk9J Skpi/vy3uP32uykuLiI8PJyzz+7L2rU/43a7WbNmFcOG/e6Edhw5ks2kSffw+usLKSkpZseOX/ns s0+Iiormtdfe4sUXX+Uf/5gPQNeuZ7BlyyacTiebNm1g6NBhPPfcTB566FHmzXuDwYOHsnjx23XH HjLkArp1687jj89g5MhLWbHih2Pt+Jl+/Qa0KGgDGXELCiEh+n9N0aGDhsOhSEkAIYRo50pK9GCg QweV7t31eZJGI6xZY2fVKiP/+5+RH36w8O23JoxGjXfeqfJncwOKzQZjxpx8tK3WU0/B1Kl2OnaU 1JLCt+xPzjzl6Jg37Nu3l19+2cSvv24D9BG40lK9VlX37j0ASEzsgNPpJDd3L7t27WTKlLvq9s3J OQpA585pAGRmHuD884cAkJaWTnR0DABjx17Nxx9/gKpqDBgwELPZfEI7oqKi6dCh43GfV83BgwcZ MGAgAKGhYaSnZ5CdncXYsVfx1VdfUFhYyAUXDMdkMpGZeYDnn58NgNvtIjU1rdH/39DQMPr27cfa tT/z5Zefc+utd7a4DyVwC3AlJTBnjpXzz3czbtzpLyIdO2pYrZoEbkII0c5FRmrcf381/fqduLgt Lk5j7FgXY8e6iI+3sHKlnS5dZAFca9q7V+HIEQPnnOMmKurk+517LuTnS9+L4JCWlk5iYiJ/+MPt VFdX8dFH7xIREXlsq9Jg33PPHcCjj/4VVVVZtOhNkpOTATAY9HvULl26sm3bLwwffiHZ2Vl1QeA5 5/TlxRf/zhdffMadd97boB1KIwtP09PT+eWXTfzudxfhcNjZt28fSUlJREfHMH/+S+Tn5/PQQ48A euD4+OMz6NixI7/8spnCwoITjmUwGFCPLSoeO/ZqFi9+m9LSErp1O8Pzzqs9douPINq0/HwD//iH hR9/bNoceoMB0tJUDhwwSG0ZIYRoxzp10vjb35xcccXJH9opCvToofKbB9KihT76yMx114Wybdvp r73Llpl49llZniAC35VXXkNm5kGmTLmLe+65neTk5Log7LeGDh1OaGgI9903iTvuuBlFUQgNPTFz 3pgxV5KTc5TJk+/krbdeP2Ea4qhRl1FUVEiXLl2b1LZx466htLSUe++9gylT7ub22+8kJiYWRVG4 8MIRuFw1pKSkAjB16jRmznyC++6bxGuvzaNr1xMDst69z2bmzOmUlZVy1lm9yc4+zMiRlzWnq05K 0bS2c3uen1/u7yYEnA0bDFx+eRiTJzuZPr36pPslJETU9f/EiSH85z8mdu4sJzbWVy0Nbsf3v/A9 6X//kb73HrsdamogIkKfItmYhIQI3n/fwfLlJh56yElCQpu5JWjXJk+28dFHZtatqyAt7eR9mpAQ wYgRLv77XxNbt1bQoYP0vy/J+ce/Wtr/W7duobKykoEDB3H48CGmTr2fDz/8DIDFi98mKiqaMWOu bK3mekRVVe699w5eeOFlwsLCm/SehISIk26TEbcAV1qqDwdHRTX9YnDZZS7uvtuJ2y2LpYUQor36 8EMz3btHsGzZqVdFrF5tZMECC3v2yC1Ba8nKUlAUjU6dTn/tra3ntnq1ZJcUojmSkpL55z8Xcu+9 tzNjxuM89NCjADzzzJNs2bKJSy8d7df2HTmSze2338xll13R5KDtdGSNW4ArL9eDr4iIpgduN91U 463mCCGE8JHaB3enq+OZkaFvP3hQYcgQrzcrKGRnG+jYUaMpCeQGDXIBVlatMnLlladfiy6E0MXF xfPyy683eP2vf33S941pRFJSMosWvdeqx5THawHOkxE30Ov/FBd7o0VCCCF8oann//R0fRG9JKVq HW43HDmikJzctOtu374qISGajLgJIU5LRtwC3MSJNVxzTQ2mZvykMzMVBg4M44YbXLz8sqSHFkKI 9qisTP+zqYHbgQMSuLUGTYMlSyo5Sc6FBiwWGDDAzY4dBux2CAs7/XuEEMFJArcApygQ3sxptUlJ GgYDHDgga9yEEKK9qp8qeer9OnXSy8Dk5so5vzWYTDBsmLtZ73nzzUqiomhysCeECE4SuAW4jz82 sXWrkfvvdxIf37RpG2YzpKRILTchhGjPLr/cRXKydtoRN4MBtm6tOGW9MdF0e/YY2LnTwPnnu0lM bNp1NybGy40SQgQEuTMPcN99Z2L+fAtOZ/Pel56ukpenT9sQQgjR/lx7rYunnqrGaj39vtHR+gwN 0XJffWXijjtC2Ly5ebdYjz1m5Q9/sHmpVUKIQCCBW4ArK2taVrHfksXqQgjRvuXmKlRUNG3f//7X yH332di5U875LZWVpV93U1Kad93dtcvA11+bKSyUCFoI0Tg5Qwe4sjIwGLRmL3a+7DIXDz9cTXS0 FAMVQoj26MILQ7n00tAm7XvggIGPPzbz669yW9BSWVl6H6akqM1639Ch+rq4Vasku6QQonFyhg5w ZWUKUVHNnwIzYoSbhx92NjmdsRBCiLZD0/TkJKdLTFJLMku2nuxshYgIrcl9X6s2cFu5UgI3IUTj 5Awd4MrLlWYV366laZCfr5CZKVM2hBCivamsBJdLaXINz4wMmR7fWrKyDM0ebQM491w3oaGaBG5C iJPyKKukqqo8+eST7Nq1C4vFwsyZM0lLS6vbvnjxYpYuXYqiKEyePJmLLrqo1Rosmmf9ejuVlc1/ X2UlnHVWOMOHu/j4Yw8OIIQQwm9q1zc3NXBLSdEwGDQOHpSHdS2hafCvfzmo8qAEqsWiZwJ1uaCm Rs/wLIQQx/MocPvuu+9wOp0sWbKEzZs3M3v2bObPnw9AUVER7733Hp9++inV1dVcccUVXHjhhSiS rsovjMbm13EDCA2FDh1UefoqhBDtUH0Nt6YFbhYLpKZqVFfLtbolFAXOPrv5o2215s/3IOITQgQN j+7KN2zYwLBhwwDo27cv27Ztq9sWGxvLZ599htlspqCggMjISAna/KSiAv78ZysffuhZub70dJWs LKXZpQSEEEL4V3S0xp//XM0ll7ia/J6ff7bzzTcOL7Yq8O3ZY2DxYnOLlxmUl7dSg4QQAcWjO/qK igrCjxvGMRqNuFwuTCb9cCaTiXfffZeXX36ZiRMnNvm4CQkRnjRHnERFBbzzjv4EcPLk0+//2/7v 2RPWrAG7PYLkZC81UtSR779/Sf/7j/R960tIgDlzmrqv9H9rWbIEHnwQ3n8fBgxo2nuO739Ng/79 wW6HXbu81EhxAvn++5f0f/N4FLiFh4djP64ys6qqdUFbrZtvvpkbbriBO++8k9WrVzNo0KDTHjc/ Xx4xtSY9O1gYVquT/PzqU+6bkBDRoP87drQAVjZudBAT4/ZeQ0Wj/S98R/rff6TvvaO8HBwOhdhY 7ZRrpY7v/xUrjLz2moW773YyfLic8z2xc6cVsBARYSc///RTJhv7/sfFhbBpk4mtWyvo2FEyO3uT nH/8S/q/cacKZj2aKtmvXz/+97//AbB582a6d+9et23//v1MmTIFTdMwm81YLBYMBlkn5Q+1axw8 ySoJMGKEi5kzq+jWzfP5+kIIIXzvww/N9OkTzpdfNv35bFmZwrffmti6Va7ZnsrO1q+7qameB1xD h+rTW3/6SbJLCiFO5NGI28iRI1m5ciUTJkxA0zSeffZZFi5cSOfOnRkxYgRnnnkm48ePR1EUhg0b xsCBA1u73aIJagO3pmYV+61zzlE55xwJ2oQQor2pzSrZ1OQkUF/LTZJSee7wYQMmk0ZioueB2wUX 1Ndzu+66pq9RFEIEPo8CN4PBwIwZM054rWvXrnV/nzJlClOmTGlZy0SLVVTofzbnwn08TYP9+xUq KhQJ4IQQoh3x5MFdWpoEbi2Vna2QlKRhbMFgWe/eKlFRGj/9ZAJOvcxBCBFcPEs3KNqF8eNdXHNN OZqHD/4UBS67LIzERJWVKyXTmBBCtBdlZfqfzQncwsMhMVHKwLTE5587KC9vWUZJoxH++MdqwsJA VUFWmwghakngFuBaWsAzI0Nlxw6DXDyEEKIdqa/j1rz3nXWWSmGhIud8D6Wna0DLE4pMmVLT8sYI IQKOnJYD2Mcfm3j0USs5OZ4//UtPV6muVjh6VGrxCSFEe3HllS4efLC62Wuclyyp5LvvHBK0eWD/ foVXXzWzY0frdF52tsKaNZKgRAhRT07NAWzFChMLF1qorPT8GLWL1fXSAkIIIdqDceNcTJvmxGLx d0uCx7p1Rp580saGDS0PtlQVRowI5d57bR4vdxBCBB65Gw9gpaX6n55mlQR9qiTIYnUhhGhPDh9W KCpq/vvWrzcwdmwIS5bISormysrSr5PJyS1P5mUwwODBbrKyDGRmyowXIYRO7sYDWH06aM+PMWSI m5deqmTYMElJLIQQ7cWoUaGMGxfa7PcpCqxZY2LbNpmi11xZWfo1NyWldYbI6ssCSBAthNBJ4BbA ysoUQkM1TC0456elaUyY4CItTeZqCCFEe6BpenISTx7a6ck1kFEeD7TmiBvA0KF64CaFuIUQtSRw C2CVlS2bJlnrl18MLF8uFw4hhGgPHA5wuRSio5t//o+N1YiI0GR6vAeysgzExamENn+gs1E9eqjE x6usXGmUdW5CCEDKAQS0lSsdVLdC7c4pU2xkZxvYu7cCRR7CCiFEm1ZfCqD5d/uKoq9t3r1bysA0 15df2ikoaL0OUxR45ZWqVpt6KYRo/yRwC3BWa8uPkZ6usnOnkcJChfh4uYAIIURbVhu4eTrjon9/ N2FhGhUVLVsjHWxiYiAmpnWmSda66CJ3qx5PCNG+ybO0AOVw6CNlb7/dwgrc1K95OHhQhtuEEKKt i43VePzxai691LOkUs89V81nn1VK0NYMBw8qzJplYd261r2tcrlgyRITCxe2/FouhGj/JHALUCUl Ch9+aObnn1u+Nq22lpuseRBCiLavQweNBx5wcvHFMlrjK9u2Gfl//8/K+vWtux7caISZM63MmWOR dW5CCAncAlV9KYCWn+mlCLcQQrQfJSVw6JBCVZVn79+xw8DvfhfKCy9I9e6mau1SALUURc8uWVBg YNcuuQYLEezkLBCgWrI4/bfOPdfN229X8vvf17T4WEIIIbzrk0/MDBgQzjffeLaMPTJSY8cOIzt3 yi1CU2Vn632VktK6a9zg+Hpukt1ZiGAnZ+UAVV6u/9kaaxRiYuDyy12S2UoIIdqBlj6469RJw2rV ZJZFMxw+7J0RN4ChQ/W1ilLPTQghZ+UA5XAoGI1aq9RxA1izxsh770kSUhEYdu0ykJMjyXZEYGpp VkmDAdLSVFnX3AxHjhiw2TSvZF5OT9dITlbZt09+HkIEO7kTD1DjxrkYO7YCtZVmbTz/vIUffjAx blw54eGtc0wh/KGgQGHYsDAyMlTWrLH7uzlCtLqyMv3Pljy4S0/X2L1bobhYn3UhTu2LLxwUFChe qXWqKPDLl5C8AAAgAElEQVSf/zhISJBZL0IEOwncApii6BmpWsPxmSV79279OfxC+MrRo/qdlUwD E4Gqfqqk58cYNMiFwaDhcCjExEjAcDoWCyQlea+fEhPlZyCEkKmSAevjj0386U/Wunn3LSWZJUWg 6NNHZdgwfc2Iw+HnxgjhBddd5+Ivf6lu0YjblCk1vPNOFcnJEjCcTna2wrRpVv77X++tQauuhgce sPHII1avfYYQou2Tu/AAtXq1kffes1BZqQduG3LXsTzzG4+Pl5FRW4RbvjKi/crKUigvr38QceiQ fJ9F4Bk92sVDDzkxt0LNZqkddnq7dxtYsMDCxo3eC9ysVvj5ZyNLl5pxS3k+IYKW3LUEqN/WcfvH L68xfdVfcakuj45XP1VSEjqI9uuvf7XSp084CQkaw4a5cHn26yBEm7Z3r9Li5DtHjij07RvGgw/K CM/peLMUwPEuuMBFWZnCtm1y6yZEsJI1bgHq+MAt157DmDkfcakBFp31JpPOvqfZx+vSReXTTx10 6ybr20T7dOSIwn/+Y6JPH5W//MXp7+YI4TVjxoSSkKCxYoXnc4Hj4zVychTJZNgE3iq+/VtDhrhZ vBi+/trEOefIOUyIYCRn5ABVWqpgNmuEhMDb2xZww3YYtwvmrJtFcVVRs49nteoXDVkgLdqrd981 o6oKt9wiheRF4NI0/fzf0hqeFoseiMj0+NM7fNg3I26XXuoiPl5l/nxLXbAohAguckYOUKqqp4Ku UZ38a8ObhNVAdBUUVxczZ90sj465cqWRF1+0UF3dyo0VwstqavTALSJC4+qra6ishCFDQrntNpu/ myZEq7Lbwe1W6hKTtGR9c1qaSm6uAbtUzTglvQyA5tWskqBnCZ0+vZorr3QREuLVjwpITidMmWLj 66+lkLlovyRwC1D/+Y+DbdvsfLZ3KbbcQgBsbrDWwKLtC9hTvLvZx1yyxMwzz7RepkohfGXFCiM5 OQZuuKGGsDAICYHCQgO7d8spUASW1lzfnJGhjyBlZsrvyal88EEle/ZUYLF4/7PGj3fx4otVxMXJ 7Jfm+vxzEx9+aOYPfwj1d1OE8JicjQOYwQALtr5Ocnn9a1HV4FJdPLFyWrOPV3sRl6kzor256CI3 X3xh55576teFpKWpHDpkaLUi9UK0BbU13KKiNHIrjjJq7idc+O0uFm17s9nHGjLEzfXX12CxSJBw KorSspp5nvjlFwO33WaT0dBm+PRTPc3qBRdIVirRfklykgBUOx2gf383X9/9PSVFzwHPALDj2g24 u57h0XGPL8INko9YtB+KAgMHnhihpaerbN5sJCdHoUMHPzVMiFYWF6fx9NNV9Oyp8s+183huncrq ZBi9bhbXdr+BGFtsk491zTUurrlGbnJPpbISHnnExnnnufnDH3y3fvbzz038+99munZVefxxSVRy Orm5CsuXGznnHDdLl1b6uzlCeEyGTgJQWZnCp5+aWbNGn8d9cMf/6rblHtnl8XFrA7cPP9SfWrnd 8PLLFubPN/PGG2YWLDCzaFH95wrRFsyZY+Hhh60UF5/4elqaTAMTgScxUePuu2sYNLSS79e/C7Rs fbOmIaM6p1BcrLBkiZlVq3x73XvwQSepqSqvvmph1y45h51Ofr5C374qEybowbXUJxTtlfy2B6Cy Mv3P2sXpppzcum2FOXs8Pm63biohIRp9+uijbTU18PTTVqZPt/H44zamTbPxyCM2PvtMBnJF21BV BQsWmPn3v02E/mZZw7nnqowZU0NIiFzBReAoLFTYs8fAh9uXYinUn1ZEV+nbmru+uaoKunYN59Zb JRPGyZSU6FNTo6N9ex4JC4NnnqnC5VJ49FGrBCKn0bu3yldfOYiL0+jVK0zuU0S7Jd/cAFS7OD0i Qv93WF59+v+akkKPjxsRAStW2OuKFpvNsHixA7cbXC4FVQWXS6/5JkRbsGyZiaIiA/ffX431N3WE R492MXq0TAMTgeVf/zLx2GM2Mp55g34V+mu1gVvt+ub3x3zSpGPZbBASonHggDzjPRl/BW4Al13m 5rLLavj6azNLl5q49lo5nzUmL0/BatWIitKT9hQUGNi7V77Ton2SwC0AHb84HSCqsKJum9aCwA2g c+f6i5PRCCNHNlzrtnWrgR9/NPK738k6OOFfb7+tT+udOPHka09qpKybCCC15//nzviRqJybgX9h c8OhPxzCFh7d7ONlZKhs2GCkpkZ/WCdOVBu41V5vfe2ZZ6rp2lXj0kslaDuZF1+08M47ZpYtc9Ct m/5gWQI30V7JNzcAOZ0QGqrVpYNOKKkvvKaWFp/sba3mnnts3HWXTK0R/vXrrwbWrjVx0UUu0tMb 3lRpGvTtG8a4cZIaWgSO4x/cKXk5da87CrI9Ol56uobbrUgZmJNwOMBg0IiJ8U/glpqqMX16NeHh SIbcRjid8MknJiIiNM46SyUlRcNm0yRwE+2WfHMD0MiRbg4erGDSpBqorCTWoVFj0QdXldISr39+ UpJGcbGCw+H1jxLipCwWjWuuqeGOOxrPuKYoYLVCZqbckIrAcfwa50GmrnWvex64SRmYU7nuOhdH jlRw3XX+HfFat87A8OGhbNggP6fjffedPl3+2mtdmM16maQuXVT27jXIukDRLslveABTFDAcPQKA 1qMXAINCe3n9c5OT9Qv9kSNyQyz8p1s3jddeq2LUqJNP2U1PVykoMFBeftJdhGhX6kfcwFJQPzU+ utKzu9TBg91MmuQkMVHuck9mU/46fsz+xq9tcLkUdu828vDDtrp16AI++EB/aD1+fP2c+NGjXVx7 bQ2VUhVAtEOyxi0AffyxieXLTTz8cDXR+zYRB5R2SSVh6y8YfXCHmpSkX+CPHDHQrZuscxO+t3q1 kchIjV69Tj13qLYkwIED0KmTL1omhHfddFMNAwa4iYzUKDy4laRjr8c6FTyp9jV0qJuhQ+U8fjKL F5t5MesfGJI28bubLsZk8M9t1eDBbsaPr2HJEjNvvWXmrrtk8W5RkT7idtZZbnr3rr8WPPKI1L0T 7ZeMuAWgjRuNfPKJGbtdIWvXKgC2xOuP4LKzt3n985OTawM3GXETvqdp8NhjVkaMCKWg4NTfwdrA bd8+X7RMCO+75BI3kyfXYDaDmnu07nVHwRGPj+l0Qk6OnM8b883Pedy1+gMuW76LRdve9Gtbpk+v JjpaY/Zsq/y8gJgY+PJLB08/Xd1gm6pKfULRPkngFoBqywFERWm4szP1F7ufiQpUFGR5/fOHD3ex cGGlZJUUfrFxo4Ft24xcdpmL+PhTT+/q31/lxhudJCWdcjch2o3t2w0cOqSgqSoJ5fXn4O37V3h8 zD59wrn+ekk41ZidIf/gkVXw51UwZ90siquKTv8mL4mP13j44WoqKhSWLZMJVYoCffuqXHDBifci u3YZSE8PZ+ZM60neKUTbJYFbAKpdnB4ZqWE8qj9xjejahzIbhNq9P0UgNVXjiitcdOokayKE7y1a ZAHg1ltPP1Vo0CA3c+dWc/753m6VEL5xzTWh3HxzCBUFh7G6oar2/r3E84zCqakqmZkGyVr4G063 k9KYNzBqkFYCVeXFzFk3y69tGjfOxTvvOLjiiuBe6LZjh4E//cnK9u0Nb3OTk1WqqvRC9UK0N/Kt DUC1i9MjIsCWpy9Oj07vQ1mIgTCH9+e9axr88IOR7783ev2zhPit77830qmTyrBhTRvxVVV9LYQQ 7Z2mQWmp/tCu9NAuADIT9AcZSmmpx8dNT9dvdHNzG06/0zQ4dCg4p+V9tncpEVoeoN9MnVEEi7Yv YE/xbr+1qUMHjcsuc9etNQ9W779v5r33LI1mQw0Ph06dVPbtk1tg0f7ItzYAGY0QH69iNEJUQRnV RohOPgN7iInwSu9PX1QUuOOOEKZPl2kIwrc0DYqKFJKTNQxNPLudd16YjLiJgGC3g6oqREVBRfZe APJS4gBalJgqI+PEkgA1NfDjj0YefdRK375hjBgRht0O69cb2Lo1eG4rFmx9nZiq+n+fWQAu1cUT K6f5r1HoP5tgnipZU6MnaYuNVRk5svGRx27dVLKzDVRU+LhxQrRQ8P5mB7ClS+tz3HavDMPVIQKD 0YQj1ELkESf5brce3XlRcrJ+UhTC17ZssVPTjIHlxESNLVvAB78WQnhVSYk+8hUZqdFHTQSgc79R sO5tzGWe36HWFrA/eFBh/34z06db69ZSx8RoXHaZi4MHDYweHca4cTW8+WbVqQ4XML6+7nt2Ki8B jwNwh/UC5t33pX8bBTzyiI3ychg7NjinS37/vZGCAgOTJjmxWBrf54wzVFasgN27ITXVt+0ToiXk zjqQuVyY8wswp2YAcGbGYACUCt+UBCgvV6Q+lvApRYFD6lp21Pynye9JS1NxuSQLqmj/6mu4aZjy 9Sl84b0HApBBrMfHHTDAzdSp1fTurZKYqBIZqXHnnU6WLnWwfXsFL79cRc+eKjabFnSFumuKcuv+ 3quwbTz5SUnR61MGa52yDz4wAyfWbvutESNc3Hefk6goX7VKiNYhI24BRlXhttts9OuncvuVO0hQ VfJjrJgBY7Q+ZUYpLUWLivZqO+qLcBvo0UNWtAvfOHxY4cGlb1ARvoW1tzWtplJ6ev00sNRUyYQq 2q8OHTT+7/+q6N5dZf+/VnE2UNohhlirlYQaMyUeHrdHD5VHH9UTW511FmzYYEf5zXMOg0F/CJKZ GTyBW26uwk9fFnPxsX93yC7xuI9bU2pq7fVXoWvX4FrrpmkQG6sxYICbs88++b3HyJFuRo50k5Bg IT/fhw0UooWC5wwbJCoq4KuvzKxfbyRvz3oAtlv1S8l+9AwMxbn7vd6O2oXR2dkyiiF8Z/3OXC7c +BGjft7Z5JpKtYFbMN1wisAUH69x6601DBnipihzOwBl0aG4IiJwFRW0ymcYDDQI2mqlpWmUlioU e57Asl3Jy1OwH67PbGTYuwvV7f/pibW1VA8fDr5zmqLA3/9ezb//7Tjp97SWwwGZmb5plxCtJfh+ qwNc7bqDiAgNxyE9s5XWSS9SdUDTM0yW5B30ejuuuaaGpUsd9O8vIxjCd5YdfYunf1CZ8X3Tayr1 7avy0ENw5pnyXRXtW16ewtatBsrLIaRIzyIZ3bknhwwlVBQc9vrn1xa0D5aHICUlCjFZPQDIibNh rKwib+8GP7eqfsQtKys4fg7H27XLgKad/OFCLU2Ds84K58orfdMuIVpL8P1WB7jj1zi4sw4AYExJ B0CNjASgpjjP6+3IyNC44AK3zB8XPuN0O/lf2ZvEVkKiHYqrmlZT6cwzVZ5/HgYMkCm9on37/HMT I0aE8cMPJiKK7TjMEBrdAXuohchKVb9b9aIJE2p4911HXRbKQFdSohCj2gHIOasLAIVbPC903lou usjNZ585GD3a++V/2pKdOw0MGxbGtGmnz2itKNCli8ru3Uh9QtGuSOAWYMrL67OKcTQbgJDU7vrG 6BgAXCWFXm9HVZV+EyG13ISvfLZ3KYbqPAyAWYXoqqbXVKqs1DPmCdGe1WaVjIrSiC6rpiDChGIw UBlmxeqGGrt3s0X16aMyalTwPLArKVGIidwCQGnfswBw7tjszyYB+lrHwYPdxHqej6ZdWrJET0oy ZEjTZk9066ZSWSlLOkT7IoFbgHE6ITZWJSZGw5ajr7iN7KJfUAxReuCm+iBwU1WYNCmEV189SS5e IVrZgq2vE+eo/3eHiqbXVOrfH0aNCvNi64TwvtoZFxHhNSSUq5RE6SMP1eEhANgLsr36+U4n/Pe/ Rn76KTge2DmdEBu2BwDz4AsBMO3xX/Ht4332mYmlS4Mn/5ym6bXboqM1Ro1q2jrDbt30obY9e+RW WLQf8m0NMMOHu9m5084999TQX+2EpijEpZ8NgDE6Xt+pxPsrx0ND9QBSUqwLX/n6uu9ZOOCVun8v 6DeHvPvKeH/MJ6d9b5cu+tPzkraQEk4ID9WucY5XijGrkNF9KAA1EfpDCUdhllc/3+2GCRNCeeGF 4Hhgd8cdNSSbKqmwQOp5o1GBqMyj/m4WAI8/buXZZ08/ZTBQlJVBbq6BgQPd2GxNe09t4LZvn9wK i/bDo2+rqqo88cQTjB8/nokTJ5L5m7Q8ixYt4vrrr+f6669n3rx5rdJQ0XzWnDzUhERMVv1pa7/u IwA4L/RMn3x+p04a2dkGby+rEKKOWnKk7u/VOU1PF9ZFX54SNEkVRGAq1fOREOPU1zGbOuqVhZOS ewP69GFvCgmBTp3UoKrlFmavoTTEgC0yjrKOMfQqbBv/7ykpGkePKriDJOdSYeGxhxbxTV+w1q+f m5kz4fzzg6STREDw6Azz3Xff4XQ6WbJkCVOnTmX27Nl12w4fPsznn3/OBx98wJIlS/jpp5/YuXNn qzVYnNrHH5u47TYbO34F9chhimND67aZYvQRN6Ws1CdtSU7WcDiUupsJIbxt8//qE+90r2l6rcKu XfU/JXAT7dmtt9Ywa1YVpblrAThk0yO11NS+AERXef8pWlqaSna2gtPp9Y/yu5deshBpd1MWpq+t Cu3Vn5CCYp9dY08lJUWlpkYhLy84Zr3ExWm88kolEyY0vRxDWprGX//KKeu9CdHWeHSXsmHDBoYN GwZA37592bZtW922jh078uabb2I0GjEYDLhcLqzW4Bmu97etW438+99mirP3Y3a62B1Sv+in2Fpb W23byd7eqpKS6otwC+ELRWvrg7WY8qZnVKsdcQumkQIReC680M0dd9RQcOgXADJDqgGoCtevwfZ8 706VBEhP19A0hcOHAz9gWPGjRnS1hiNMnxpqz+gMQOm2Nf5sFqCPuAFkZQX+zwEgKgquv97FoEHN Gz3Ly4M1a4JjTaYIDB7dpVRUVBAeHl73b6PRiMulP+Uwm83ExsaiaRrPPfccvXr1IiMjo3VaK06r /FjSMGP5VgAqE+vTSlWH6aNvFfner+cDcM89TpYvt9OlizzNEr4RVhBS9/eiwzua/L5zz4W//KWa oUP9XzxXCE9t2mRg714FNUdPQmI+NlVyfeVeAHbuX+X1NgRTQXt3URkAXdMHArAuUr8A71/7hd/a VCslRf85ZGcH/s8B9AB1zRpjs2f4TJwIY8eG1t07CdHWeZRyKDw8HLvdXvdvVVUxmeoPVV1dzWOP PUZYWBjTp09v8nETEiI8aY44TtWxNQzhlfsAMKSl1vVrZEwGDhOEOqob7evW7v+EhFY9XMCT73/L qCqEuOtHFLIPrGdQM/p01iwrILMD/EG++61jwgRIToaXexUAEN/jTBISIohKSQbA7Cj3+rn/zjth 9Gg455xQjpUODVimMn1qdnRKZ0iIIGHgEOAjzAd2NatPvfH9v+02/efQrVsIoaGn37+9W7gQHn0U vvgCrrii6e/r0QO++QaKiiLqZl4I35Lzf/N4FLj169eP77//ntGjR7N582a6d+9et03TNO677z7O P/987rrrrmYdNz9fHnm0VF5eCGCi6pC+rtAV3+mEfnXZwGZ3NujrhISIVu//4mL44gszaWkqw4fL 4t9T8Ub/B5uyMojtsByODSiHFJU3uU8TEiLYvr2CI0cU+vaVEWJfku9+61BVKC0Np3t3N8pRPaDQ olPJzy+nxqoXVnMVFHr93B8RAWeeCdXVkJ/faodtm6r1Uf09rhKi88uxdRsEgGX3gWade7zx/TcY oFMnsNv1/wJdZqYVkjexsfwIA/MvafL7zjxTDxrWrq0kLU1mXPianP8bd6pg1qPAbeTIkaxcuZIJ EyagaRrPPvssCxcupHPnzqiqytq1a3E6naxYsQKAhx56iHPPPdez1otmCQmBhAQVY45+92rt3O2E 7eUhRuIdNfgijCopUZg61cYNN9RI4Ca8rrhYIdal36GUWSGyrHkp9G6/3caGDUYOHarAbPZGC4Xw HrsdVFUhKgrCsvUboehUPYOwJa4jAMayMq+3w+2Gzz83YTTCuHGBeyOsaRAT/ivkwR4KOA+IS+1J iQ0Ss4r83Tzcbnj3XTM2m8b48YH7c6hVWKjA+S+xMHsDk9QLMRmadnvbo4f+p5QEEO2FR4GbwWBg xowZJ7zWtTYtG7B169aWtUp47J//rAQg9E/pwEq69rzohO0VoSbSi6op1TRQvLtoOSlJXxwttdyE L3TurGEzO6gywdE4Kx0Lq2lOYrv0dI21axWyshQyMqSGhWhfaotvR0ZqnJOdhBpeTUiknkk4ND4J AHO594deDAaYOtVGaqoa0IGbosADtx2GvwHRMfprBgOHOoVx5iE7BVUOzDb/zVE0GOCpp6ykpqpB EbgdLc9hVskHbPlZZVHfN5l09j1Net+Zx6ojSRFu0V7INzVAmY/mAGBJPXHSds+MIVjcQGWl19tg teo1VYJlcbTwL0WBcLuTklAD5VGhRFVDtb3pK9XT0oInqYIIPLWBW1SUhjEvFzUhsW5bVHw6ABnE NvbWVqUo+u9SZmbg1/BUi/S5oIZjpXYAonqfj8UNpsOH/NUsQP85pKQEz/U3O3Qef1ml8qfVMGfd LIqrmjbqmZQEs2dXcc89QVC/QgSE4PiNDiI33RTCrFkWig9spSrMBsdl/wRQjj0ZNPiwltvRo0rA X8CF/23YYCDS7qY01EzHdL1ulamwuMnvrw3cpCSAaI86dtR46aVKxo21Q0E+Oced+kMjYtFsNuKc vkl7np6u4nAo5OcH7myLvXsVtvxYAoAprj5IjjtnOADWffv90q7jpaRolJUp+GCGrF853U7COr8J QFI5FFcXM2fdrCa9V1Hg9ttrOO88Wdss2ge5QwkgVVXw7bcmNm0yYs3J51BEwxPRXrf+hNBekO2T NiUlqVRVKfr8cyG8aMtGiK4CLSyV2M49AbAWNX2tSTClMReBJy5OY8IEF92Td2PQNDJtJ67xrIkI p6bIN9lC0tL0J3WZmYF73s/KMuAq0B+AWmI71r1enqZn8Dy68Tu/tOt4tSUBsrIC+5z22d6lWMv0 c32nclBUWLR9AXuKdzfp/UePKnz9tZHipj/nE8JvAvu3OcjUTpWJDc8jukqjNC68wT4H0E9u5QW+ mcbx5JPVrF1bQUyMDLkJ76rKKcWARkRcL0ojbQAUHWp6LbcePVRmzariqquaXrhbiLbi6FGF9esN 5OzUMwpXxUWfsD1TKcHhowd2wTB6XVqqEHNYXyB1RsagutdzkvVZLUc3f++Xdh0vWIpwv/nL68Q7 9L+bNEhwgEt18cTKaU16/3vvmfnDH0LZtEkKcYu2L3DPqkGotoBkB+smACoSYhrs44rSU4w6i/J8 0qaMDI30dA2jnA+Fl1XnHgXAFRvGNiUXgP37fm7y+6Oi4I47ajjnHJkyI9qfL74wMXp0GDvXZALg /k0hTXuomcgqFV/MWx8zxsWPP9oZMyZwk2KUlCjEavqImzm+Q93rHXpfQI0BYg/l+qtpdW68sYaN Gyu4+OLAzuq86IIfSPhfffmpzwe9Sd59Zbw/5pMmvf+MM/RzviQoEe2BfEsDSN2IG9sBqOmY2HCn CL0iak2xb6bMHD6sMG+emdWrJXIT3lVWvh6A7YbdmDvo05W0Y8FcUx08qLB8uVHWZIp2p/b8H2Y/ CIDSodMJ2yvDbFjc4LZXeL0tCQkaPXuqhIR4/aP8pqREISZcv9a6IuprLpltoRyKN9P5qB1N9e9D oPh4jZQUDZNH+cPbj8JChXhDTt2/KzObNkWyVrduEriJ9kO+pQHE5VLo1EklQd2jv5CU2nCnY8lJ 3MUFPmlTdraBGTNsfPutBG7Cu5TyY9PAEmKwJqUDYCho3gOKJ56w8vvfh1JUFNhTi0TgqQ3cwh36 bApTp84nbK8O16cPVxb6ZrrkP/9pZsGCwC2IqCgQY82i1AoG04n/n7kpscRUahRnNy+AaG1VVfDS SxYWLw7cnwPogVsC9ef6hNLmjfRmZKgoisbevXJLLNo++ZYGkPPPd7Nli507eumjDWefc0WDfYxR ejporazEJ21KTtafZAVLSmLhP2OHZwFgjo8nIlkvPG8pat5q82BIqiACU1mZ/p0dZMwAoE/PkSds d0aEAeAoOOKT9rz4ooW5cy0++Sx/eOABJ4luJ6WhBpTf1ES1p+sPTfO3/OiPptUxm2H27CAJ3A6f UffvdEfzvnchIZCaKoGbaB/kWxqAjEf1C7MltVuDbUN6jQWgryXDJ23p2FFDUTQpwi2879j0X2N8 B6KSuwMQUtS8PNi1mSUDOamCCEylxyq8hJXrI25Kx6QTtndOOQeAqCrfTN9LS1PJzTXgcPjk4/wi 0uGmPKxhUNR14DgAehX69zxiNEJSkhbwyUmKihTitfqH0erRrGYf44UXqnjnnUqZJi/aPLk7CSCf fGLipptC2L1lFQDVifEN9jFExwGg+KiOm9kMHTpoHDkiXzXhXZmb9Au3Jb4TtohYnKEhnOmOa9Yx pCSAaK/uuquGF16oIufQGgBccSd+91NSzgYgotI3iSpqf5cOHw7M36Wn/qYQ7tSwhzUc3Yk5ewgA tn0HfN2sBlJSVHJzFZwBXF/6kktc9Ez/pe7f27d+3exjDB/upl8/FSWwY1wRAALzjBqkdu0y8O23 Jgy5B6gy6SMPv5VrrATgcNZWn7Wrtgi3n9dpiwCmquDcpifj6ZByFgDGxI6EljQvEUMwpDEXgWnI EDc331yDkpdDiU3BEBJ6wnbHsZGhivzmj0Z4onba8cGDgXknvPknfWSzKrxhBhZXV322S24bKAmQ nKyhaUpAz3pJT9ew2I+QG65QYYGoouYn4MnLU/jwQxNbt8q5X7Rt8g0NILWL0xNKq8iNMqEYGv54 K0L19FK+qucD8MYblWzbViFPsoTXlJVBbIX+5Ds2SV/rUBYVglKQh+pu+kL1zp015s2r5O67A/jx tAhIq1cb2b7dQEyZk8LIhtP31lftBWDPwTU+aU+gj14bCvQC5326X9xwY0wseeEGDHt2+bhVDaWm 6oXR9A4AACAASURBVD+HQJ71snatgejyGkoizORHmYkrqW72MfbsMTBlSgjLlgV4Ck7R7gXub3IQ KitTMCkOEstVimJDG90nLLojLgUs9kqftSs1VSMmBgnchNcUFyvEmvWRBHeUXnh4h7EQg1ulLO9g k49jscANN7jo1UuGh0X7MnFiCPffpxJv1yiNtjXYbow5VtetuMgn7bn4YhebN1cwaVJgFrQ3HVtu YI3r2Oj2rKRwUgtdVFX4JhHYydx7r5O9e8sZMiRwa7k994xCdJVGeYSVkphQEis0aqqat7hSSgKI 9kK+oQGkrEyhY9hWDEBFfFSj+0Taoii1QYi9ymft2r7dwLPPWti8Wb5uwjuKixXiojbiMIESqj+0 qIrVfwfKs/Y261i7dhn45BMT1c1/aCuEX6iqPuqcFLUTAHtsZIN9LLH6VGJfrW8OD9cTYzQy8aPd c7nAatoGwEFD4/1Z0rkTBiB3q38zS0ZFQWTDr0NAcRXrRecdUWGUH7v3Kc7c3qxjJCZqRERo7NsX gF9YEVDkGxpAIiI0eiXqF5OqDgmN7mM1Wim1QajDd09B9+0zMHeulbVrpZab8I7SUoVYp5PikPpT mvtYcgbHkf3NOtb8+WbuvTeEw4dliFi0DxUVoGkKybZ9ADjjYhrsUzsyZCxrXqbVlliwwMzs2YFX EsBuh7SOemCwn8ZHMF1n6OvcSrf+7LN2NaasDJ5+2sI//xm4JQGUCv0cXxUTQWTamQDYCpo3sqwo cMYZKvv3G3AH7uCkCAASuAWQ116r4sO/6hfJfudeddL9KkJMRDh8d2ZKSpJabsK7LrrITazTRXlE /U2ilqCPMDhzDjXrWPW13OT7KtqH2vXN3Vx6rbaB51zdYB9bXCcAzOV2n7VryRIzr7xiCbjEVFFR 8PvROQAosQ2zNwNYe54LgHvnNp+1qzFGI7z8spXPPw/MtVuqCrYjVgD69bycbj0vBCC+uPlTJrp2 VXE6FQ4dkod2ou2SO5MAYzyiJx0xpZy8TluPjEGEOlWo8c2oW3KyfiMcyFmthH+5nFVEV4Ej3Fr3 mrGDXojelde8gsOSWVK0N7WBWyeDHkxoHRquu4pN7AJAF5pXIqMl0tJUqqsVcnIC79yvlRQCYDo2 BfW3amu5DXM0vt1XwsIgLk4lKyswz2elpRCn6qNr1o6pqB31BxQ12c0vxTB1ajU//1xBaqoUcxNt V2D+Jgep3/8+hC8+/QGA/JhTTE+J0qfRKOW+mTKTmKhhNGoy4ia8ZtmHemKS8rD6pDxduum1lPqS 1Oh7TkaKcIv2JjlZ5fXXK+nU8T8AZNkaZkUNC49FCwkh2odrNwP1d2ndOgN71+vXT0tcw7I7ANb0 7mg2G6a9zVtj6w3JyRrZ2UpAFpcOCYFbJ+q1a7PMVWwz60Hcpi3Lmn2sLl00unbVMAXm4KQIEIF1 Ng1ibjcsX27CUrIDAGeHkz/l2+U+CoCruMAnbTMaoWNHLSCfuoq2Yf/P+t1oZOxZda9FpfYAIKKk eRlU66dKyvdVtA8xMXD11S7M9t0AVMSGNbqfMzyMmqI8n7UrUH+XDh0yYCrRAzdb/EkeDBkMFKYk oO7a1qySJN6QkqJSVaVQUBBYPwcAmw1C0evSZtmqCOusn/f/P3vnHR5Hde7/z8z2orbqzZYbLrgD tinhYggdQiAJOAECIckNoTmX8gMTSriQAOEmIYBJAQdTkhhCMSkQMGBqKMbgXnCVLUtWXa2k7bsz vz+O5IJlWVu1uz6f5/FjrJ05cxjNnjlv+77mltaYx/L54PHHTbzwgrTcJJmLNNxyhO5u8XdFoJOo AkXDjzzosdt6i6n97U3pmBoAr73m4+OP01dbITm8MLSKCENV7aQ9Pwu5RGS5bUdsNSYul84zz/j4 2c+krKQkO2hoUPjgAwPGVjcAzuoj+j2uXulM67rfF3FrasqtrUZnp0LRLtEvsm740Qc9bn2JjiUY oW3z5+maWr/U1uoYjTrNzblnuO3YodC9TTz3lrJaXHUTAbC3xd6GwWCA226z8OSTuSvkIsl+cms1 PYzZU+Pg9dGSp2I0H9jHp4+I0wlAoD222p9EKCvTMcm1UJIiIh4hB62V7k2VVIpcRFRw71wf01iK AqedFmXkyBzMK5LkJP/6l5Hzz7djbRMevMKasf0e57WbyPdrpCtnbsaMKFu2dHP99bnV0N7jUSii E11RMBa6Dnqcf8RwANpWvZeuqfXLLbcE2bmzh4kTc0wlBnj3XSPeraIlg6OyDmueC7dNobAjdkex xQLDhuls3iy3xpLMRT6dOUJXlwJoVHVHaC86uNEGEC0QTV1CaUyZef99AzffbJHNLSUpIaKLXklr 2L7nZ6rBSJtDJd8Te8/C1atV/vQnE570tLySSBKiz3Hn6vbTblcwWe39Hud3WDBpoHvTk/1gNkNe XloulVY6OxVcti/w2iwM1KjOME5Ef4Lrhzbi5nCIaFIu0t6uUBIVDov8CiHK1lZoprQzPvG1MWM0 2tpU3O6kTVEiSSpyF50jRKMwZcRmLFHoKhm426aeLxpUhjvTU+MGsH69yhNPmFm/Xj5ykuRjD4l6 BkPJ/rWdnflmXD2x15e88IKJW26xsnGjfF4lmY9w3EFpTxR3geWgxwWcwqmXzmyL3//exHXXDexM zDZsNp0itZ2WfkRg9iVv4iwADJs3pWNaB6WlReHGGy089VTupb20tyuUhrx4LJCfL4RiDJXDKAzo aN6emMcbPVpEJWXUTZKpyCczR5g6VeOtx8XmdfKUcwY8Vu1TlfTEngMeL1VVIjVn167cy7GXDD0n ThTRY3NJ5X4/7yq0kR+EQHdszVj7anNkLzdJNuDxKJgJUuiPMmz0rIMeF8oToiW+tl3pmhpvv21k 0SLTnjrsXGDevBBFoQg9joENoYop/wWAa0dzOqZ1UFQVnnrKzJtv5l7Yrb1docRdiKlkGKoi1uuq I2YAYGyJPauoz3DbulWu/ZLMRD6ZOYShqfdlXFU74HGnTL4QgHHG2GTSE6G6WiyGjY3ykZMkH0On cEJYS6r3+3mgSESfPbti83j39XKThpskG/B4oBxhHGilpQc9bsSwowDIC6Sv1ikXWwLofj/2MPgc A7TdAWz5JYRrqpnsPngUNB0UF+vYbLnZkqejHUppRS3dm20RKReRt2AcvdzOOy/MmjU9XHjh0CqB SiQHI/e+xYcpL71k5Df/txSAeufAud1KQaH4uyt9BTwy4iZJFV1d4N0uUmKcFcP3+2z0mBMAKPXG JsbQt9nctk0ukZLM59prQ8y7/m0AvjAffF2vrhY1V05ffPU/8ZCLTpB514oCKH+e7ZDH6mPGYWhq ROkZupCjogjnaUND7r1/b/9JM2bCNNn2qgD/RxMG2/rVr8U8Xn6+EFNTcu9WSXKE3FlJD3M2b1Yx uIXseUdx/4XpfdQjohMNDatSPq8+Skp0zGadjg65GkqSS1ubgnWH8LbmlY/Y77P8XnU9a3tslebD hunY7Tpr1sglUpL5HHOMxrjqtQDs7r+FGwDddpEq193akI5pAXt7uW3fnjtr/xefi+yWYP4AN7uX 7eUi2rZj+espndOhqKnR6ehQSZMuTdqoLdwCwGbD3jXeVF0HQLRxR1xjPvOMiblzrTnZsFyS/chd SY7Q1aVQrYtUmbzhEwY81t3rJPSlsUBdVWHDhh4WL46tGbJEcig6OhRcAQgaHZjt+0vYtTvFEte4 LTZVN4MBXnjBx0sv+ZI2T4kkVbzzjoHmtcIYU8oPngK/PCBShrfWL0vLvEBEr00mnZ6e3DHczC0i RXLm+LMPeez2cvHCbV/5bkrndChqajQKC3VaW3Pn9wDw5kvCOAsVFez5ma12NADq7vh6Fr71loG/ /tVEY2Nu3StJbiANtxyhq0uhJtwOgGvk5AGPtRdVAGDuTu+mtLd9nESSVDo7FYoNTXjtB+qOb7MI 9/LOrbFvVI86SsN18BZNEknG8P3v29j20W4AzJXDDnqcsbAEAN2TPq3zceM0duzo4ZZbcqOXWygE 9qC4fyZX+SGPtx0p6gr1L2LrJ5lsfvnLIF980UNdXe6Ekfx+ePlp8dxH9lms8+uE89rSEp9y9uTJ Ir131arcE3ORZD/ScMsRurqgOuDFbVOw5ZcMeGyevZhuM1i8sfe3SoSXXzZy5ZVWdu+WXixJ8nC7 FVyGJhrtB6qkWivrADC0xf4Cb2xU+PWvc1OJTZI7aBp0d0OZLhT07NWjDnqssVgYGulUFFbV3Ooh 1tmpUFSwAoCtyqEN4NIpJwLg2Faf0nkdCqNxSC+fEjo6FEqNO8U/SvaK8hTWjkcDHO3x1fFPnhwF YNUquUWWZB7yqcwRXC6dGm+Y1qJDq1flW/LxWMDmDR7y2GSyerXKiy+ackpdTDL09HT6yA9Bt+PA XlHOKrGJNcVY4wZCYv2++yz8/e+51/tIkjt0d4OuK1QEhSMur3bsQY+1ukS2hcHTlZa59TF/vokL L7QRyQGhvkAAastF9KzecOj76Bo+EY8Fyhpia0mSbOrrFf77v608/XTurGft7Qolqoi4qaUVe35u strxFjoY6Yuvf+DEiSLitmZNDnkcJDmD3EHnCL++q42CkMbwcScc8liLwUKXTcHpS+9btE9ZUuaN S5LJ107bDIDmOlCUp6D6CADs7tgV3caM0bDZdOl1lWQ0Ho9YT0d2laOrKsU1BzfcbCWi/s3UHXtj 4kRYu9bA228bc0JVeNgwndNniuim0VV2iKNBUVV2VjoY3hJCD6dPzfOAeSiweLGJDz/MHWOkvV2h tFEoCR9z5P71htba0RR09BCPwkhZmU5VlUZXev0bEsmgkDuSHEFtEkW4WlX1IY4UjK6bKXr5pFE2 qa+XWy72kpEMHb4WUZweLDiwxs3qLKTTCnme2Os5jUY48kiNjRtVAunNKpZIBk2f4eYKNaMXlwyY l1hcLkQbRlKclrn1kWstAdTevpGWkopDHCkYNeNczFEdw874VA6TQWWljqLoOWE899HerlCKSIM3 le2/9wmXlaD4fIQ72+Ma+6OPvLz8shRTk2QeubGKSrj1hg8A2GQdnNavnp+Pomko3vR5XmXETZIK lrwopLlDeQX9fm4qr2FkKD5lnClTokQiCuvWyaVSkpkMG6axcKEfR3AbjY6BG2s7HEXodjsFaXZE 9BluuZAm/8YbBnavE+9NS/HBFTz3JTpGREHX/ufZlM3rUJhMUFGh09CQ/b+DPk46KcrRkz8FwOPc v4jvY0Tt2+7Nn8Y1tjW+LEuJJOXkzjf4MEbXIdAoerLtLhxcBfL6iGgFoKQxF6CqSsdg0PFLJ5Yk iXQszwegdvhR/X5uLq/B2OEWKg4xMmVKFFXVZSNuScZSUACzT9iNMxil6RCGG0DQaSfU0ZyGme2l T8mwvj77nXbbt6tYe4SD1F5aM7hzyoUVsPTN+US0oSv0q6nRaWxUiEaHbApJpaREx9izk5AKel7+ fp+FK0Qaa8+ODXGNvWmTysUX2/jTn3KnJlCSG8jdSA7g9UKVIlIwLDUjB3XONkUUSkfc8cnlxoPL pbNzZw8PPpheURRJbmNtF5vC2hGT+v281amiaBre5thV3b72tQhbtvTwjW/kgKqCJCepr1dY+rLo z+Z35R/iaNiuuAl27E71tPajrk7D5YrdcZKJuN0KruZaNNVAVcXB6wn3pblaSNXXNHazcM3jqZze gIwYoVFdreN2Z78BDfD++wbsnQHaHJBn2T/jQqkURnVw59a4xrbZdJYsMfLBB7lTEyjJDaThlgN0 dyvU6CKCZq8bP6hzwk4HAP40NuFWlNyUJJYMLYaQECfxO/vPbdlgEE6K9h3rYh7bbgeHI/65SSSp 5t//NvK7+4RTIlh86No1r91Evj+99c0VFTobNni5/fbs7+Xm8SgU4SaSV4iqDm5T/yob0ICRbnhg 2b24A0OjMPnIIwE+/dRLSUlu9HJbsMBEYU+YDocRRdnfGDVV1QGgN+2Ma+zqah2XS5O93CQZhzTc cgCPR6E6Kgpwi0b2H3X4MpE8UfMTTHPKzGOPmbj4YpsUe5AkDYvjHQA2q/1vhiIlwtvtbYzP8/rk kyYuukg+s5LMxONRqDBvAUAvO3RDaL/DglED0ljfnEu43QpF5p102Adn/ISiIZ7e8hea8mB4J7iD bh5Ydm+KZ3l44GkNUxDS6M43H/CZfdgYAAzN8e1xFAUmTdKor1fxxNcOTiJJCdJwywE0DYYFAviM kF9WN6hz+vLB013rsGqVgSVLjDQ15UaqhmRoiUahSBMKb9aD1ZuUCeW38O74FN3WrVNZutTI+vVy uZRkHl1dChUR8R0wV9Ye8viA0wZAsD29a/8jj5g47TQ77thbKmYUriKNoqiXRtPghMBe3vwiLb5m dhRATReoGixcu4BN7i9SPNMDWbdO5aKLbDzzTG7Ubentoi2DN//AVjClI6cCMC7Yv2jVYOhrxC37 uUkyCbkTyQEmTNCYopox145EUQf5Ky0sAkDvSq8rqa8lQGOjfPQkiWMwwIQyIbBjLx/e7zHGMqH8 Fm1piusaU6aIl/fKlfLlLck8PB6F8uZKAKZOOvsQR0PYKTa5vvZdKZ3Xl9m9W2XFCkPWK0vePc+N JQp+54FRnv5YsPoPANQXgFmD8h6IaBHu+GBeKqd5UJYuNbJyZXb/DvpQ24TDYsakrx3wmbNqFLrR SJkn/t5506ZpTJwYJSjL8iUZhKw4ygVCIdTWFiJHDK5QGuDsad8FFjMKF7F3uIqfvpYAudRLRjK0 2LqE5zu/rH/DzVwxTPxHa0tc40+eLJwNshG3JBPxeKACITailR66IfTo4TOArTj96RXcqavb28tt 2rTsFSoJ90YqfXkHRnn649/fXAqAo/V2WPtb1p6yhMgxM1M2v4GorRX3PRdaAkSjYOkS4mqGkn5S hFWVcGkp0V2xi1L1cc45Ec45RwpTSTKL7P/2SnjxyTUAfBYZXOoGiD5uAEqak7erqmTETZI8Nm5U MXUE6LKA2dZ/r7a60ccCMMswIq5rjB2rYbHoMuImyUhuuCHEpImvA9DjOnS/wsrqIwFweNMrFJIr vdxuvk44gEJ5sakWRWtEGqthV0PS5zRY8vKgoCA3mnArCtx6/ccAbFD7b7K90dKFoaUZPcH+B2nU 8ZFIDkl2r6ASAFq/ED3cGvIG/+vcqAmv4c5dq1Myp4NRVaVTUKDnTB8ZydBSX69Q2JFHwHpwNT1r pYi4WdzxOSlMJpg+PYrNpsfTCk4iSSlTpmjk+1oIq2ApOXRDaI9NbNq7WuNT24uXvl5u27dnt9HQ uEGkXEfy82I6721dqN+2blyW9DnFQnW1xs6datYbI6oKNl3UCW43dfd7THdxHuYodDZtjvs6t99u Ydw4J97B+8UlkpQiUyVzALVdLF6RsupBn9NhEuH/QHt8dT/xMn68xqZNUs1MkhzcbgVXxIfPOeag x+gFhUSNBtp3rCXekvzFi/0o2b3flOQoS5YYON4doM2pYjQc+pX+qX8T1UD9js8YfHJ94tTWatTV aRQWpvGiScbvh7wOka1y4qQLiCWJrr5QLCDRHVtSMLPBc+SRGgYD+HzZ3eqkoUFh54pWZgGG0sp+ jwmUuoDddG5fS1FNfE+7rov3zLp1KsccIz13kqFHGm45gK1zGwDGmsGnglmLxUJn7EmvG0lufiXJ xN3iw4mX1nwrB00SUxSaHTqR3bviNtzkcyvJVK680kJTIEJ9hY3SQRxvLCoBQO9Mr7yj1QqffJLd YYu+Hm4AhuKymAw3Q614P5t2pa93an/Mn58bfU1WrDDgWy9awFjL+1cUjlRUAOvw74hfwXPSJJEe tGqVQRpukoxApkrmAA7vJgDyRhwx+HPySwgawNKdTmkSwV13WZgzx5b260pyj64W4b3eahm4bsST Z8HVE3+ReXOzwjnn2Lj9dkvcY0gkyUbTQA/uxhGG7sLBiWWYXULARPF0pnJqOYnbrVBU9CkAm/W2 mM51lNbQZQbb7tZUTO2wo6NDoVQTRrSton9hKqVSGHShhu1xX6dPnGr1arldlmQG8knMAUoDQlHM dcT4QZ+TbynEYwGrN/3etzVrVN56yyhzxiUJo/pEb7ZgwcCiDN2FNpwh8Hni2zS5XEKc5MMPpUCJ JHPo7oZyo1DNiw5CURLA7BIKfGpXV8rmdTB+9zsTs2Y52Lo1O0PYmga1JcJR2mTyx3Rusa2U+kLI bx7aRnbLlqmceaadRYuyO+GqvV2hJCLKLpzl/Wcb1RwhhKnGBmOrR9yXMWM0rFad1avl2i/JDKTh luU0e3dT3tNNRIE3Ix8P+rx8cz4em4LdF3+Pk3jp6+Umm3BLEuVrJ20HwFg+cOGMv0jUpXgaNsZ1 HZNJ9Etcv16VPX0kGUNnp0KFT6ynUyeeOahzrCWiFtrUnX7PWSCgsHWryrZt2bn1OPJIjZlHCAVD c3FFTOeW2ktpL7Fj9wZR0tw/dV8UBZYvN7B+fXYbIh0dCqXtLsLOAmpcI/s9pnzUdABKE+jlZjTC t74V5oQTpKKaJDPIztVTsocn1/6JEW6dHQXwy8/uxx3oGNR5ZoOZutqpFAXTbzzt7eUmHz9JYgTb RL2IXuQa8Lhwsfjc27g17mtNnhwlHFbYsEE+t5LMoKtLoRyhEKyVDS7iVlYpUupHMfB3JhVMniw2 v4sXx1ttOvQYeyOVttLBi4EBjCgYycwZ3wZAbRi6lgC1tbnRS7WtTaGENqKuElSl/zU5Wi6iyz07 NiR0rV/9Kshdd0mPnSQzkDuQLCYUDfG35Y9T2QObXeAOunlg2b2DPl/PL0QJBEh3CKG6Wrw4Ghuz +8UhGXqWvS7qTFRXyYDHTRx/KgBHRIrivtaUKSKyIfu5STKF4cM1LpzzIgAbTYOL4jjtReh2B3n+ 9AstzJ4dZezYKM8/b2THjuxb/5991kj3VlEXbi/tXxBjIPb2cktvK4Z9KS3VMZv1rHec3nF7gFK1 hSbbwVNW9YJCfCZo2fp5wtcLh0Wze4lkqInrm6tpGnfccQcXXXQRl156KfX1B3am7+jo4LTTTiMo 84pSxsubX6SgSWxcN/c6TxeuXcAm9+AUlNZExMtDSXOtw/DhGi6XxrBhWd5IRjLkhFaLvlV1dUcP eJy9StRAmNsHF5Huj+nToxx/fISiIvncSjKD/Hxw6UJV2O8qGPR5AaeNUMfuVE3roKgqXHddiGhU 4ZFHzGm/fqJs26bi9AcIGiC/ILZUSYBH2/8ODG3ETVVF1svOndlnOO9Lld2NUdPYZu6/hxuAoqq0 5BspcSe2D924UWXkSCe/+IUUp5IMPXEZbm+88QahUIhnn32WG264gfvuu2+/z9977z2uuOIK2tpi U12SxMaC1X9gdO8+tM9wi2gR7vhg3qDOr++VNVa70qsuduyxUd57z8fxx8uccUli2Hvr/EuqBxbm aXOKpW77lo/ivtaECRovveTn3HPjV6eUSJLJ1q0Kge2i5spRPXrQ521X3IQ6WlI1rQE5//wIl10W 4uKL019fnSgej0JRRzEUlJNvib0h3QqL+F0ZGoYu4gZwzDFRxo7V0LJY3f6Fx8S99BcM3IzOXWSn tFsjEopfiG34cI1oVLQEkEiGmrgMt+XLl/OVr3wFgKlTp7JmzZr9B1VVnnjiCQqzudNmFvDvby7l jLbTADhy1P+j5aouWq7q4q/nvDCo84NOIR8d6WxP2Rz7w2AQ6RrRKMyfb8pahTHJ0BIOQ55RRJeD +QO/vNvyxAu3ZfuqhK8bCEBU+hwkGcDrrxvRG0T+VkHt4NvBeO0m8v2a6C6cZoxGeOCB4J7U42zC 7RZ93PSCQpQ4mjv6K0XNFQ07kjyz2Jg/P8ALL/hRszhbctEfexWFC/MHPK6nJB8VcO9YH/e1rFYY O1Zj3TpVrv2SIScuPdienh6czr3y2waDgUgkgtEohjv++OPjmkxpafySrYcrBa0iTXXUiSfEfv8K xfHmsIi4pfv+v/463HUXvPoqvP++UO47nJHPf2w0N4Or+BNoAENtwYD3L3LkZABsnZ6DHjeY+3/P PeKZ/eQTmDYtvnlLDkQ++/ERiUB5qIegAUZMOBJlkDvxjU4LBj1AqU0YH0Nx/zduhP/7P7j3XigZ uEQ1Y/D7dIqUdnbZbAyP456Zh9cSUT7B2Lhjv3s+FPc/GBRr6LBhab90wni9kIfY+yhlJQPev3WV ZUADdGyjtPTEfo8ZzP2fMQPWroWOjjwmTIhr2pKDINf/2IjLcHM6nXj3acKladoeoy0RWlsPnqss 6Z9RHj8aUDN1asz3L2gXUYrW7dspJP33f9o0+MY3rLzwgol584LcfHMordfPJEpL8+TzHyP19Qol UbEORUylA94/zS4U4CztXf0eN9j7b7ebiESsvP12gJqa7Ev1ykTksx8/TU0WKrw6HXkWjO2Dl/f3 262Ah8aNW6g6OvZ3RzJ4/nkTjz9uJT8/yC23ZMfaX1MQxKjr1Kse7HHcM7uhkIZ8qKyv33PPh+L5 9/ng7LPtaBq8/roPS5aVbu3cqVCqNgEQLCga8P5VjJoJfEZeUzChtf+II0yAlbff9lNaKtPlk4Vc //tnIGM2rkD59OnTeffddwFYsWIFRxwx+BQNSXKZGomi19RSUBx7WqpaKArj9M6hawh6//0Bamo0 fvMbM598ksV5G5K0M2KETqUSwGMBo9k64LFmmxO3TSHPE1vT3C8zZYrIk1m5Uj6rkqHH0wnlvij5 VRNjOi+UJ5x2vvbGVExrUFxySZiSEo3HHzczBL3A4+KuG0Rtmj/PFtf5owvH0F7qxNzSJnK9hwi7 HY4+Osr69Qbuvz/7RGLa2xVK3GLPc/r0Swc8tnK0EK4qbO9J6JrHHx9l7twg48ZlX4qvJLeIa/dx 6qmnYjabmTNnDvfeey/z5s3jiSee4M0330z2/CQD4fdjaNxFdET/zScPxdemfw+AqujA9UGpeoGd BAAAIABJREFUJD9f5NvrOlx9tY1QdjheJRlCvjeExzG4aH9HnpGirsQesHHjNEwmXRapSzKCaIcH K0GoGFwPtz7GjpgFQJ5/6CIHdjv86EdhuroUnngiO4wHX6tQgwzmxffO/O8pV3Hk1LNRNA21aeiM ZoA77wxSV6cxf76Zjz7KrvWso0OhlFbxj9KBn31/qXBQu7etTuia48Zp/PSnISZNkoabZGiJy3BT VZX//d//ZdGiRTz77LOMGjWK733ve5xyyin7HffWW29hybYYfBbx4b/eAuB1ry+u8/UCIR+tdA9t c5Jjj41y++1B7rsvgDk73t+SDOCttwwUeDU8tsEVR5YPn0yJj4SURcxmGD9eFKkPocNcIgHgsgs/ AGC9OTaFyIoqUaRj7YlfaS8ZfO97IfLzdX7/exPewWd6Dgm6Dj+7URgL0fz4a3Kitb293IZYWdLp hIcfDqAocO21VnoSC0illVmzopzyX0IheLtp4Ik35Ys6zq0b30v4ul4vfPKJmtVqnJLsR+b7ZDGt K5YD0Ogqjuv8lUHR/6exYc0hjkw911wT5pRTxIY6m14gkqFj8+oA9giYC8YN6nhTRS2KrqO0J6ai +u1vh7nmmlC6+9ZLJAdQqG4EwF0Qm8erwyJ2nt0tB/ZgTSf5+XDllSFOPjmKz5fZ6sJeL/h2ixZH 0TgVs1e3ruT/mhYBoA6x4QYwc2aUa64Joaqwe3dm3/99sdvB2C3uX1f+wGnyRXWTxDltiZeE3HCD lXPOcVBfnz33SpJ7SMMti9G2rQVAHRGfxFGzUaSN+YegEevBePhhMzNmOGhqkgujZGDCzUIN1Vk8 alDHN1jF8962IzFHxfe/H+bmm0PsI6wrkQwJGz4Qkuh6WXlM5y0PbAJgR8PKpM8pVm68McT8+QFK SzO7sX1np0KRW6TdfXXKnLjGUBSV/xhFuuVQR9z6uOmmEG+95WX06My+//vyzjsGlOYeAgYodNUM eKy9oJROKxR0JB7SnTRJOJdXr86u1FJJbiENtywmr1lEzEqmTo/rfEuxeNkbuzJH0cfp1GlrU7n2 WqtMR5AMiK+3FYavcHA1blvMQgGhpT6xWgeA7m5k/0HJkNLTA6uXCmU9Y8XAm9cvYygS+vtDKUz1 ZVavVnnnnczdEHd2KrjoAEApcsU1RrG1mB2iQgF1V0OyppYQFgs4HEJp8uc/N9PRMdQzOjQvv2zE 7vHTZoci26EzjtoKzJR2Jl5AP3my2JSsWiW3zpKhQz59WUxFRzMA4044Nq7z7UXlaICpJ3OKCy6/ PMypp0Z4910jf/zjYd7YTTIgfu9nAHxhGmQz29IKAEJNiTW/DYdh/HgnV10Vn7KcRJIM1qwxUIHI lrBUjYjpXFNRKQCKpzPp84qHzk4hT3/jjVYiGaq07vEoFBUtA2Az8aVbu2x7DTfDzqFtwv1lFi0y 8dvfWrjlloFTDzOB9naF0mCQdoeCzXjodbjT5cDl0wl6E6vnlxE3SSYgDbcs5oiuKE0OK8WVpXGd n28tpMsC5iEuUN8XRYHf/CZASYnGPfdY2LhRPqKS/nFqQpXNUFo0qOON5aKXm9aamJqbyQRjx2qs XSsFSiRDx+rVKuVekd5WUDs2pnPNxcKJoWaIDn9hIcyZE6a+XuWllxLvCZsKjEaodoksl1ZrfAJH FoMF1ZGH22HImIhbH5ddFuaYY6IsXmzK2N9BH92tQfLCGl35gxO/Kxs5DQBjS2wiPl+msBCGDdNY vVpFz57MUkmOIXfF2UowSGV3N8WTj4p7iHxLIV02FYcvszT4y8p07r8/SDgMb78tPVuS/jl5ukgT M5QMznFhqRgGgNLamvC1p0yJEgwq0rEgGTJWrTJQ0S2ev4rejelgsRVXAWDszhwlqGuuCWEw6Dz0 kDkj0+RnzowyoUJEbGwlVXGPM6vyWDpK8zDsaiCTdv8GAzz8sB+7Xefmm62ZLVbSJiKexxx5zqAO Lxk5BQBLS2LCVCDaKDz8cCCTfnWSwwy568hSolu2ouh63D3cAEpsJVRVTcAVyjzv2tlnR1i2zMuP fiRDGpL+0TuEAWbqjR4cCke1+K6Y2hJ/ectaB8lQs2qVSoV9PX6TQtgWW3pbZdV4AEYpJamYWlwM G6bzzW9G2LjRwCuvZN47CcDSJQxde0lt3GP85ZznqRl/AorPh5JhBWUjR+r87GdBOjsV/t//y9xW Tkq7uG9a8eAUtT3Fon1D27YVCV/73HMjnHJKFFUu/ZIhQj56Wcq//vYSAC+2JVajoBUUoHR3kWku TlUVL3KAQOZkckoyiK2fCu+3ubRyUMdX1ImoxCzT6ISvPWWKSJVauVJGhCVDw++e3kZV2E2TQ2fh 2gUxneu0F6E5nDh9mVVQNnduEJtNZ8eOzIv2zJ9vItzkx2eEgvzYGp5/mWiNEJMx7MoMZcl9ueyy MD/8YYibbsqsTJx9+e09QmDqc21w92+dWeyTtq1/J+FrBwIiEyjbmpZLcgdpuGUpkS2iFYCvui6h cdaEdqDoOmRIrcO+6DpccYWVU06xZ5pdKRliQiEwbhwOQPWwKYM6x1BQhG42Y2hvS/j648dr3HZb kDlzZERYMjS8svZ+KntgXSk8sOxe3IHYojcBp4VQe1OKZhcfo0frrF7dw1VXZd73avt2lYJAmA47 5JsL4h7nV5/ez29angNA3Zl5hpuiwM9/HmTSJPHSzcR3rzm0FYBtxsEpYttqRcsYpSnx1kddXQoX Xmhn/vzYeidKJMlCGm5ZinO3WLiKJsfXCqCPeqU3YudJTG0pFSiKaLS5aZOB996T3i3JXtxuBVdQ RL0cZcMHd5Ki0FVgo7thU8LXt1rhuutCTJuWgbsaSc7z+ptR1r0uGjkvrwJ30M0Dy+6NaYztuAm7 E6/3TDb5+eLvtWsza3vi8Si4eswUl03AoMb/PuoKdvG5WRjZmRhx66O7G665xsoNN2RWymRzs8Ky 13sNsEHWN+cPF6nBliTUN5eV6ZSXC4ESiWQokE9ellLR2zR73FdmJTROwNlbG9GZGbLQX+byy0W6 xsKFsjWAZC+dnQrF1s0A6IWFgz6vwRbC6u5CT4IbuaMDliwx0NyceWldktzm0XcWM3G3qLf6rDdT eOHaBWxyfzHoMXrsJvL8WkaGVH72MwuzZzv49NPM2aJ43DoFeFBcg19v+qPYVkJ97xCZGHHrw24X yqV//aspo0SYtmxR2blCqEMaSgdX31w0fCIAjrbkOKgnT9ZobFRpbZVrvyT9ZM63URITwz0emu0K 5cOqExon5LSLvzsyz/MKcNRRGpMmRfn3v400NclFUiJwuxVc9i9wWxUhhzZIegrs2MPg60r8eX/5 ZRMXX2xn6VIZDZakl8/Nj3JUb1eLPsMtokW444N5gx7D77Bg0BGdvDOMU08VtXcPP5w56WiR9i5U dLaoiaVa79uE25BhLQH2xWCAefOCaJrCvfdmzu+hvV2hRBHrt7l0cPsfs81Jq0Oh0O1Lyhz29nOT W2hJ+pFPXTYSDlPXFaWpaHCiDAMRyXMC4Euwt1WqUBTRlDsaVXj6aRl1kwgiEXCFwrhtsRlNfpfY MXl2bEh4DtOmiZf3Sy+ZpDS0JG0EgxB+9GOO2VFEZ56Z5Td30nJVFy1XdfHXc14Y9Dh92Rbh9sxz 2h13XJSjjory6qsmvvgiM7YpE2ubAahXE4vaFNtKaHFAxGREbcisJtxf5vTToxx9dJRXXjHx2WeZ 8Xtob1coDYvaNmvlINPkAWP1cIZ7k7OH6Fv7pTiVZCjIjG+iJCbUnTsw6jrjTjgp4bGMhUJON9KR uGBDqrjggjA/+UmQiy7KvIJ1ydBw/HFhigMavvzYPMHhYtGs29u0NeE5TJmiceKJEZYuNfL885kp Xy7JPdavV8mLuBnudWM/+isoceqS92Vb9LRkXtRHUeDaa0WafKaIQNx0lUjNDvU6O+OlOq+GmVXH 0lPuwtCQefd+XxQFbrstCMC992ZGrVt7u0KJW+Sazhh/1qDPs9eOwej1ofQMTtBkIE45Jcof/uBn 7tzMVd6U5C7ScMtCelYJRclEerj18fWjfwBASThzo1kOB9x6a4jhw2VYQyII9HRgjYA3zxbTeXqJ kPEO7U68tkRR4Fe/CmC369x2m5WWFpnKK0k9W7eqTDO9D0B4SmyNt/dlwsgTALD7MtMhdsYZEcaM ifLqq0a83qGeDQTadgEQKchLaJxJJZP5x/mvYR95JGpbK/j9yZheyjjuuCi33Rbk/vszoy9PR4dC Ka2E81xgHLzDrLNIOCq6tq9PeA5GI5x/fgRVhd27lYx4PiWHD9Jwy0L+/fLzADy3O/FCWz2/N9k+ Q8VJ9uXNNw0ZlWsvGTr++rjwVHvtjpjOmz7xbACOUuJvoLsvw4fr3HZbkNJSjY4OabhJUs8FF0S4 4eJHAVhRGf8rvLy3CbelOzl1P8lGVeH3vw/w8cc9OGL7miedri548O7eps8xiCENRF8vNzJYoKSP 664LMXJkZjhO580LUpO/jWZHCE0fvLDOKqNICd61+ZOkzeWzz1ROOMHBffdlRjRScnggDbcsxNGb 5uWYMCnhsT72rgNg5441CY+VaubPN/Ob31jYtEk+toc7nWuFkVRRfkxM5xnLRTG72pa8up4rrgjz 5ps+xo3LPHU+SW6St0FkXeTNOCnuMdrMItLmbtqWjCmlhEmTNIqKRE/P8BAGBt1uBaVTGG5KkSuh sXRdZ/azx/M373/ED3Zkdp1bH9u2KXz3u1b+8Y+hTQt32jUcPX52WvyoyuD3AnqlWPuDDVuSNpfx 4zVKSnT++EcTy5fLfYkkPcgnLQsp7xBNU8ccn1grAIDdJpG/7m/LrEas/fG974k395NPZm5apyQ9 qG0ivai09oiYzmt3ik3H5k3vJ28uKlgsQpzvf//XTEdsfZAlkkETDsMll9io2tSM26ZQMf64uMda HhA1WzvqVyVreilh82aFU0+189BDQ5dt4fEoFHWInmGnTf1OQmMpikKrv4XV9i7xg/r6RKeXFjQN liwxct99ZiKRoZvHU7/twahBV15sUS5TzQgAtMbk1RXabPCb3wTQdYX/+R8rIVnyJkkD0nDLQoZ7 OmmzKdSMqUt4LHOheBkpGdiA+8uccUaE8nKNRYtMMqf8MCfiFXUKvqLYzguXiBOS0YT7yzz7rIlH HrFw++3WpI8tkQBs3Kjy4dtNjGoPs6WuIG5hEgC1SAhTRd3tyZpeSqio0NmxQ+Wxx4Zu3Xe7FYpw A6AVxrjo9EOxtZiNjt4U1SyJuI0apfOd74TZtMnAc88NXdRt8QKxV/EWxFbfbK8ZDYChKblO6mOP jfLd74bYsMHAb38rSzkkqUcabllGwBegzhNma4E9KeNZi0UDS7Ur83r5fBmTCS65JExXl8LixTLq djij6R8D8IXaEtN5+ZXi5W13J/95v+yyMFOnRvnb30y88YaUiZYkn9WrVaYVvQiAe+yohMYyFQmh Ht3tTnheqcTphCuuCNHRIZpBDwUej0JR0TIAtpL4/XJZi1lr77VCsyTiBnDDDSGsVp1f/tJCYAi0 SnQdjN0iYhYojE0kpqBuAgCW1uQ7Ku64I0hFhcb69apsDSNJOdJwyzLC27dh1sBfMT4p4zmdxfiM YOrKjhDWpZeGKSvTCAaHeiaSoaTU0NuAtbg8pvNMVjsdNoW8ruQruRmN8OCDAUwmnRtvtNLVlfRL SA5zVq40ML1bOCuKjj01obEsLuG0y4Zsix/8IIzNpvO735mHpNbN6dSpyhMGQ5c9cadMsa2Ehvze f2RJxA2gqkrn+98P09iosnBh+o1orxcK9N5Ux+LSmM4trBmHZlCZEo3tvMGQnw9LlvhYsCCAIjWq JClGGm5ZhqtFhPmP/upXkzJeoaWIbpuasZLQX6aqSmflSi9XXJEd85Wkhul1wmtqLquO+dyOfBOu rtQ8PxMmaPzkJyEaG1XuvlsqjUmSy6pVBo72iwjNyP+6MKGxrCWVABi6Eu9rlWpKSnQuvjjMzp0q ixenP03v5JOj1OWJ++QojX3N+TJTy6Zz4sjTCJeVZlXEDeDaa4P88Ichvv719Be6tbcrlAZE8+tz ZvwgpnMNJjN6WQX21tQoaJeX6yiKEHF55RXZ11OSOuTTlWW0LF9FIRCpS7yHG0BdwQiKKkZj7HST PJ291GIwiELpDRtUJkyQSn6HI8ZOESWwldXEfG5XgZXRzSGaQgGM5uTXo82dG6K+XpXOBUlS0XUw GnVm2j5AU51EE3wH1FRPBGCMWko25Fv8+Mchamo0zjxzaJQxrN1+usyQ70g8YnPNtLlcM20uzD8Z Vq0UL7QE6hXTicsFP//50KS8dHQolNAGgF5cHPP5XS4neV9sRde0hOpDD0Y4DOefb6ezU+Hdd70M GybzJiXJJztWCskePnpzMQCvdCZvU6jn54s+blmUnD1njo0zzrBLBb/DkNZWBe92sdV0lg2P+fyx Y08CwOROTYqY2QyPPBJg/HjhVNCkb0GSBBQFFj29g5G+7ayoUhPe6DtthWgOJ3Zvdkjh1dbqXHVV GKcz/de+6y4Lpo4gbhsUWAqSNm60ZhiEw6gtzUkbM118+qnKnDk22trSlxs4ebLGt78h2igsj8ae Yrre4sEYjuBp3prsqQGiDn/evCA+n8KNN1qzaUslySKk4ZZllLXvAmDMCYm3AuhjVWiHcBUNRbVx nMyeHSEQUFi0SIqUHG60tSnk7apGQyGvdFjM56tlvYI8rbEJm8RKVxf8+MdW7rxTpkxKksOuD/6O CnSMHZGU8fwOC77WzG8Fsy/PPmvkuuvSq9y6Y4dCYTBCt92IUU08UemtHW8w9cnxrLGKtD21IfOb cH+ZFSsMvPWWMa1KigYD4BF7oHZ77AZjoFdV2LN9bTKntR8XXhhh9uwIb79tHFL1TUnuIg23LGOY p5NOC9QmqCi2LzsUEXlQuzK/SL2POXPCWK06CxeaZUTjMKOzU6E47MdvLUI1xP5i3GYW0br6LR8n e2r7YTKJzc0f/2jio4+kyqQkMe67z8zrv31X/GPKUUkZc5vqJtyRLUnygn/8w8SiRen9TnW7o+SH o4ypOzYp4xlVI43eXTQUif8HQxYabpdeGqa2VuOJJ0wsXZqe38U77xjwbhXGrr2yLubzI+VCzMq7 44tkTms/FAX+7/8C2O06d9xhpaVFqpVIkos03LKISDjCSE+QrQV2VEPyfnUBh4gIKFkkg1dUBOef H2H7dpU77rAMidKYZGjo6FBwGRvpdsTndW+wiYelfWfqvK4gmrM++GAAVYXLL7eydat8gUvi5z// MTC8fTUArmPPSMqYXruJPH80q/J5r7lGpHY+/HD6Ij3R9l6npivxHm4AxdYSAHYWijVBbUheU+h0 YbEIA0VRRFP4v/899dGld981YGrvxmeEgqLYRWLUyloAtm94P9lT24/aWp3bbw9ywgkR8vNlvqQk uUjDLYvY+MkKrFFoKIy9KHcggk7RyFLxpEZtKVXcdFOQMWOirFwpH+PDCXeHTrHWSZMtvgixsVy8 8LXdqU8RmzkzygMPBOnoUJkzx57WehBJ7qBpsHq1gaN9DfSYoWrqyUkZ12c3o+qg9GS+smQfs2ZF mTEjwpIlRhYsSE+qvOIRUclV4eRI9xfbxDt8a54QWjE0ZE9LgH2ZPTvKs8/6sVjgz382pbymq6ND oSTso80ueuHFiqlWpBg3bPqYiJZakZsrrgjz2GMBrFaRNh8ZGk0dSQ4id7xZRHn7bgDsY2Ymddyw UzTzjrjbkjpuqqmp0XntNR9/+lMAk0lIBX/6qXykcx0jzZg18PY6HGLFWiEETbp2bUrmtA7KJZeE uf76IK2tCps3y+dTEjvbtilEvQEmtIfoHjsKgyk50aaAU0StNXd2qTzdd1+QkhKNefOsrFmT+u/U tCOEZP8OQ3IM3CKrC4CNDlFXru7KvohbH8cdF+Wf//SxYIEfRQG/P3U6Z+3tCqXBEO48I0XW2KOf hcOPBKCow8fCNY8ne3r7oShCP6ipSeGcc+zcfLNFipVIkoLcRWQRNZ3C6zfj9FOSOq6pqAzIPsMN wOmE0lIdXYerr7Zy3nl2FixIvedPMnTMnrEFAK3EEdf5jmpRH+rfvT3lXtc+br45xNKlXmbNiqbl epLcYuVKA5NYjUHXKJiZnB6eAKFep12gI7sESiZO1Hj1VR8PPuhn4kSR5pnKNf/KS7YBECnIS8p4 FoOF0+vOZHTdDHA6MWRhquS+TJig4XRCTw9ccIGdu+5KjZHS0xLAEY0wbsyJcYnEPBf8hIABTt4G D3zyC9yB1Dss8vJ0TCZ4+mkzv/51+tJ7JbmLNNyyiIaPlwMQqK1L6rgXHPNDAJz+7I3lKwpcfXWI ggKdefOsXH21FZ9vqGclSQW+ZpFWFM6PbxMVchUC4OoKp9zr2oeiQF2d2MksWGDi9tul91UyeOx2 na+Nfx4A74SxSRt38uiTALD1DE1frkQYPlznO98R76z33jNwzjl2mptTk4ocahPZLlpBYdLGfPqs Z7n9uP+F4cOzUlWyP3p6FLq64NFHzfzP/1iSnx7Y1g6AXlwS86mhaIjHt/2Zl8bDuHY4YksnDyy7 N8kTPBCnE/7yFz+1tRr3329h0SKpNClJDGm4ZRFbP1sCwGZ7cgqk+9Dz84HsEifpj698JcqSJT6m T4/y/PMmzjrLTn29rCnKNf7+Z9HzKJQf3/fguV3/pNEJx+2ERz5Ij9e1j0AAnnrKxB/+YOb3v5et LCSD44wzohxf+RIA20cm3gC6j9JKYQSae7Lby/Xaa0aWLTNw5pl2NmxI7rZm+3aFZx7tXSMKXUkd G4Bhw1A9nSjd2f3+Baio0Pn73/1MnRrlL38x84MfWJPaZei5R4XT7sNQ7KqQL29+kRZfMwunin9f thIWrl3AhrYNyZvgQSgv11m0yE9hoc7111vTpsIpyU2k4ZZFDPO46TbDqMnjkjruO10rAGhpSv0C lmqqq3VeftnH5ZeHaGlRMMm9cc6hbxCpveNHnxDzuaFoiKfWL+RP06AoAKd9lh6vax9Wq/C+VlRo 3HmnNS1KbJLsRtchFIKKL3bhN0LN0acnbexmk9hVd7VsT9qYQ8HddweZNy9IQ4PK2Wfbeeed5G2M 3W4Fs7cHAHNJedLGvX7ptYx6vIZgTSWQncqS/VFcrPPiiz5OOCHCK6+Y+MlPktdzT3cLw63e5I35 3AWr/wDAGyNhVx58ezUYghGuf+36pM1vIMaM0Xj6aT9HHKFRV5c9Kq6SzEMablmCFtUY1RlgS4E1 qa0AAJqMfgCCHc1JHXeosFjgl78M8vbbPqqqdKJR+PnPzTQ1yehbLmB2i7QuV83omM/t87o+dhRo wJWfps/r2kd1tc5f/uLH6dS5+mqr7PEmGZD6eoUjRmmMavSzpcaO0Zy8jfBngc0ANDWuS9qYQ4Gi wP/8T4jf/95PMAjf/raNTz5JznvS7VYoahdRzpOnXJSUMQEieoTuUBc95SJzwLArN9IlYW964Jw5 Ya67LpSUMTs74YUnGgGIxNGW4d/fXErLVV18Y9wcnp4MhUFoGf4Er1z8SlLmNxhmzozy1ls+RowQ dfkd2aUJJMkQpOGWJWxavgZ7BHYWJLcVAICpSLyUsj1V8suUlYkiopdfNvLb31o49lgHDz1kJph9 5RySfTDqqwDotMdu8PR5XXcUwr+OgJm7YFJD+ryufUycqLFggZ9oFD7+WBpukoOzerWBsXn/xKxB 8xHDkjq2oXft1ztzYwd5wQURnn/ezwUXRJg+XUQ1Eq2z8ngUXIj7k8watz45e3eZKFVQd+aO4QYi u+ChhwJMmCB+D7feauFvf4s/w6CpSWXLciGio8VR49ZHlbOaJ3vTJS3P/iXuceJFVUV7j2uusXLu uXbc7rRPQZLlSMMtS9j+0UcAtJXE3nTyUJhdIv3DkGOGWx/nnRfh178OYLPp3HOPhRNPdLBkidws Zyt2+zIAGk3+mM/t87r+aPJV/O5o8bMP/Jen1evax+zZUd57z8vcucIjLV/gkv5YuVLlKPtrAGiT pyV1bGNR7wY4y3p4DsSsWVEeeSSA0QiNjQrTpjn49a/NxPt66+xUKCr8HIDtany9I/uj2CbufXOx BQBDFrcEOBS7diksWmTi6qttXHmlNa7fRXu7QqkqIm5qaUXcc6l0VrGhFFomjMC89E1obIx7rHhR VSgp0dm0ycCll9pk5E0SE9JwyxKOUYTbsO6o2Ukf215QSkQBY0/seePZgMEgeml9+KGX//7vEDt2 KNx8s1VG3rKQcBjKDWLzZCurjXucckclr42GnsoSrC88B57kbchiYdQoERVev15l6lQnd91loTt7 eiFL0sCqVQamN4jN/ciTkpeqB2B2iQ2wmqNOuw0bVIJBhfvuszB9upP77jPHvEkuK9MptzWjASFH fL0j+6PEKgy3xiIRhVKztAn3YKiu1nnrLS9HHRXlxRdNnHyyI+ZU1o4OhZKoeE4dFXVxz+W8URfw n28vx3jplSiaBn/+c9xjJcKddwY5//wwn3xi5LjjHDz9tAlNlr5JBoE03LKE2i7Rw23aqf+V9LFd thK6bSoOb3Jy0TOVwkK4554gS5f6ePjhABaLUPl78EEzPT1DPTvJYDCZYKRTWDZ55cPjHqfCUYGm wmdnz0Tx+eCZZ5I1xbhwuxVKSnTmzzcza5aDRYuM8iUuQddh9WqVWcZV6CYT+VNjF+QZCFuxEMYw deXmAnjyyVGWL+/httuCmM06v/61haOOctLWNvh657PPjlBp8OKxQoE9eaUKowrHcNaIcykcOQHd YMj6Xm6Hoq5O5+9/93H99UEaGhTmzLHTGUOgt61NobRLGM6nHnVp3PMothUzumgM2gUXoZvNsHBh apsAHgRVhfnzA9x1V4BgUOFnP7PE9FxKDl+k4ZYl1H8k0sOCw+qSPvaRJRMpqqijOHRrrELcAAAg AElEQVR4KNyNG6dx/PGiEfKTT5r4xS8szJjh4M47LUmXkpYkH1u3n4gKjpKauMeocFRiNzpYftoU dJMJfve7IXl593HccVHef9/LzTcH6elRuO46G+ecYyccHrIpSTKAcBguvdjDhOhyOkcNA3NyG/gO q5kMwCgl/pqhTCcvD667LsSyZV7uvjvABReEKSkR3/VnnzXS0HDozbK9J4jbCoWW5NW4zaicycIz /8ypY89Eq6zKmV5uA2EywS23hFi82M8DDwQoLBTL7mAMFrdboYQ2dEVBL4z/9xCOhvnDyvn8tflV gmecDevWYVz5edzjJYLRCD/+scgGeuwxP2VlQrTk4YdjjwxLDh/kLjVLCGxdhs8IekX8ud0DUlCQ c+Ikg+HSS8PcdFMQTYPf/c7MiSc6OP302DyBkvSxfLmKxR2k06qgqvHXKR5f9RW2/3cTl5x0C8Gz z4W1azF+/FESZxo7NhvccEOI//zHy/nnh5k8ObqnncVh+NWUIOy078z+J5ZolJVVyX9dO22FkJeH 1Zv7eeMOB/zoR2F+9Svx/7p1q8LcuVamT3cye7ade+4x8+GHhgOcJVdfbcXRE8FjVzEZkt9fRtd1 ojW1qLubOFw8NbNmRfnGN0T5x9/+ZmTWLAfPPGPCP0DZ8vXXhxhbvY5Oh4HdgZa4r21QDdz94Z08 uXYBwYu+DYB10dCkS/ZRUaFz8snCmfzPfxq5+24Lxx7r5KmnTESjQzo1SQYiDbcsQItqjPL42Vpg wWBMflQsqkX5PLAd1duTuARXlmG3w003hVi50suCBX6++tUIkQgUFIjPn3rKxNKlBrl4ZgiNjSpF bicRW/zRNgBF2evhDVz2fQBsCx9PaMxkUV2t84c/BPj5z8UG86OPDEyd6uShh6QX9nBj1y6F1veX ABCaPCUl1/A6zATbm1IydiZTW6vz4IMBTjopwubNKg89ZOG88+w8/rgwzrxeaGpSaNkZwhHR8Ocl r74NoCfcw4QnRnLBcxegVdegaJow3g4zVFVsO66/3sqkSU5uusnCZ5+pByRAKApYu7rZbY1gNsQf eVYVlQpnFY09jYRmfxXKy7G89DyZUvR+xhkR7rorQCgEN95o5cwz7Xz6qdyqS/Yin4YsYOvqL8gP wY6C2HuXDAaDamAnQpxB6T48XfsWC5x7boS//MXPq6/6UBTx4r7jDgsXXWTn6KMd3H23mf/8x0Ao t0sBM5pON7j0LvT8qoTHuuHtudzw9nWEjzsBxo3D8s+XUdrakjDL5GDoDSh2dChYLEIRdeJEJ9/5 jo3nnjNmyj5DkkJuusnKludXAJA/I/nCVADbcKPlSDuAWDCZYM6cCM8952fDhh7+/GcfV1wR4tRT hfPyjTeMTJniZNMn4p04fexpSb2+w+jAE/Swu2c30VrR5sFwGKRLfplvfjPCe+95+clPgtjtOk8+ aWbu3L29CvuicPMfUsnrDtHqgEJLYnuhKkcVzb7dRFTgkktQ3W7Mr/87oTGThcm0N33yggvCrFhh 4OqrbXsM2aYmZSiz+iUZgDTcsoCtH4oUrtbi5LcC6MPnEB4sZYjU9TKJvjISux3+9jcfl14awuNR ePhhC1//up177hEKb5EIbNsmi4nTiae5FRMRuvISH+s/je/x6rZ/CVfulVeihEJY/zq0IiX9cdZZ ET780Mudd4qeSG+8YeTWW/dubDZuVPH5hnCCkpSxapXKUYHtRFSonnl2Sq7htRtxBqIczmo4Dgec emqU++4LMnq02BXn5+ucdFKEEoPo06EnsYcbiKi/y1pMm68NrVpkEBwOdW79UVurc+utIT7/3Mtf /+rj9tuDe5ynU6c6uewyK88/5kUFupxmVCWxrWuVswpN12jxNcNllwFgfXZo0yW/TEWFzu9/H2Dx Yh833ijuRygEJ57oYNYs4Uj+/PMDI5OS3EcabllA9zpROBuoHp2yawScYiOodknDrQ9FgWOO0fjV r4KsWSM8sj/4QYizzhIe2c8+U5k508mMGQ5uvtnCv/9tGCpV+cOG7pbNANRbmxMeq9xeQZu/lXA0 DN/9LrrNhu2pP2XkBrawEK6+Oswbb/j48MMeHnnEj8UiCvu/9z0rRx7p5Mc/tvLPfxr54gt1wFoR SXawe7dCW0uUKR3dbKmwYs1zpeQ6PqcFVQelR/ah2JfZs6M895yfF5/ZCMCnwU1Jv4bLWkyrt5Vo rWhtcjhG3PbFYIBTToly2mmiNqGpSaGqSuPVV01Em9sB6ClIPGW10iGc4I09u2DSJMJTpmF+cwlK S/y1c6niuOOifOtbYs/h8SicdFKE5mbhSD79dAdHH+1g8WJRQhM9vP0vhw3ScMsCznTaAZgyO7mp GvsS7r3G4ShQMhjsduGR/cUvgsyaJV4qZjOcdVaYtjaFJ54w893v2hkzJo+PPhI5bmvWqDz1lImP PjLI5spJosi0HYBIYUHCY1U4hNBPi68ZiooIfP0bGOq3Y3r7rYTHTiWjRumccYZ4BkMhOOecCCUl Oi+8YOKKK2yccIKDn/5URIU1Da691sr995tZtMjIRx8Z2LlTkYZdFrBqlcpYNuEIQ+mxZ6bsOn1O O7lI9U+0U8j07zQmv89psa0YT9BDsFd0TM3xlgCxMnq0ztKlPt5808sPv74LALUkcYG2q6fNZc3l m5lefjQAgYu+jRKNip6eGUxpqc5jjwVYv76HhQv9fPObYTo7FRwOEXZ77z0Dw4c7Of54OxdfbOPW Wy388Y+mPcqpMjqXGxwe+u9ZTnnHbgDGfGUWqXKm2EorgcbDstYhXqZO1Vi4MEA4DMuXG1i61MCK FQZGjRK/pSVLjNx7r2XP8aWlGmPHavzpT34KC+GddwwsW2bA4dCpqIBo1IjDAbNnR7Bahce9o0PB bNYxm0UdnsmkU1goCrqjUZGuqWliQe772+lkT5pJMCj+W1XFH0URaUGKsleHJgV6NynjxGnCI20s Tzxtqdwueljt9jUB4wlc/n1sf30G25N/InzyVxMePx1YLHDrrSHmzQuxYoXKu+8aqa9XOOEEYdg1 Nys8++yBSnhz5wb56U9DeDxw3nl2XC6doiIdl0v8mT07yqxZUQIBeP99A04nOJ06eXl9f9ijeClJ DatWGZjOZwCYjj6OVOkjhfMcQCvBjibMw+tSdJXsJdQu3r9aQeLOoi9zUu0pjCoZgb+yFABDDjfh ToRJkzSO+lozLIazjrmcRP1OJbb9218Ez/8Wzjt/inXRn/FfebV4QWYwNptIoT/rrAjB4N56aIDx 4zW2b1fZtGnv/8ORR/qoqYny0ktGbrjBSmmp3vtHo7RU56qrQowYobN7t8KmTWrvfkPf83dNjY7F IhyFkYhY+/v2FYqS8bcr58iiLdvhy+5PP6PaaEKrSl2N2yVfuRqeuAJjjzdlG4RcxWQS8sZ9kbg+ zjsvTGWlxsaNBjZuVPniC5X33zfuWeTeecfAI49Y9jlDpIBs3NiN1QqPPWbi4YctfJmNG7spKoJ7 7rEwf/6B6lqbNnVTUAAPPGDh0UcP/PyLL7opLISf/1ycbzDo2GxgterY7fDGG14KC+Hpp0384x9G rFZ9z5wVBR59NIDdLnogvfba3iWkbxH/7W/F5y++aOTNN417Fva+Me6/P4DNtvdzXd/rCdR1+M1v xOd942va3vSPSV2t/BeAK/FGuDV5NVQ5qvFHxDYgMnU64clTMb/2CmrjrpR+35KNosC0aRrTpu2v nFNWprNsWQ/19WrvH4Vdu1SmTBE31ONR2LlTZd26/d+8NpuILLe0KHznO/YDrnfLLUGuvz7UayQ6 9vzu+xwEN90U5Ec/CrNzp8Lpp9v3e8GrKsydG+J73wvT0KAwaxaAA4NB33P+j34U4jvfidDUpPD9 79v2PDt9z8nll4e48MIIjY3i833vg6KIz7/1rQi7dytceaX1gGfwkkvCnH++SDmaO3f/zxUFLroo zLnnis9vvNHKl7nwQvF5S8v/Z++8w6Oq0j/+uVMy6ZWQAiQhoZeoNEWlKsqKKLKIig0Fu/vbdV11 3bWvioq6u+6uXamKiiCI0qRjQZDeIZ2S3jPJ1Ht/f0xmkmEmyUwyaXA+z8Ojuefcc9+Zuffc857z nvcr8dRTOpdBzNSpZiZOtH1/zz7r+gzfdJOtPD9f4plndC7PwLRpFq65xkL51o/gVyjuk0SQB/dB c7h04LWw7gN0VQbEhLwr5pLa8LkI34eq/t+Qx4iODqGwsBI5IgLVGbHi1hCqYlviKDmq5ZqDRTVF zDv0EX0j+jEr+i6UqChMEyaiW70KzaEDWAa3TgbX1kBXr3sZO9bK2LG2Dc9lZZCdrSIrS8XAgVZH 3aQkmcJCiT17VFitNo/vrrvMgMLatRqefNK1v9uwQU9qqsxnn2l56inX8o0b9QweLLNggZZnntG5 9PerVlUzYIDM559rHDkC7H29VguffaaiXz+Zb77R8PbbfqhUNmdUrba18d57NaSkKKxapeHdd/3q 9dWKY8yRnKzw/fca3n/fdUbR0/LVqzV8+KHW5X0wd66Bnj0VfvhBzbx5fk7jIUmCl182kJiosHGj moULtS6O7IsvGklMVNi0Sc2iRa7Xf/FFIwkJdeU6HSxb5vpb2xGOW0dHUQgvyCItVEsXVStGttYK WqrKhYCZr0hOVkhOtgB1Egt6vS3sEuDuu82MG2dFrwe1OpDcXAPV1bYVM4Bhw2TuvdeE2QxGo4TJ ZJvxsnfUKSkyY8danAbM9g4PYMAAK5MmmR0rcYoiIct1KyXJyTKjRlkwGGyhcwYD1NRIjuQsJ06o 2LLFtYuwWg0AHD2q5rvvXDuht9+2le/fr2bpUtfyV15pvPyNN2yO25Ejru33TLS9vNWR0S7nect9 qQ9xX+pDdQckCcPMWYT8+Q/4L15A9ZN/a/E12hu1GhITFRITreBmSiYhQSE9vQqz2SZwW1IiUVoq ERdnc+yCgxWeecZIVRVUVkpUVkpUVUHfvrZyrRYGDZIdzrUs21aCQ0NtLoAkQXi44rj37A6KvSuT ZduqsNkMsizVnm+7Dtgyyu3b59zvSRIUFNjKTSZbSDLUtS3L8Lvf2cqrq+Hnn13v4TFjrI7yTZtc y0eMqCuvPzlhZ/hwW3lVFXz/ves9PGiQzMSJtmf7m29cywcOtJVXV8PKla7lF18sc911Fk6X7MMq gZQ6xKWOr4jp3hcAbaWelibM3Z2/izJDKVcltl5Yf1sjl/quz3GHoijIioy1Ww80GWm2m1gsYbiQ n3OIEGCjfh9XckuL2jJbTczdNYcpvaYya+RdABhuvR3d6lXovvy8UzluDREeDuHhsmOSDmDSJAuT JtnGI7Jsy1hcWCjRs6etzqBBVp54wojJ5DzmsAvWx8fLjB9vk0yq39/aQzUjIxUGDZKxWp2jgHQ6 W7lOZ6tje1dIjglZ+/ugutpmj9UqOfbrKQoYDBKgUFwsceCAynFt+z+93lZeUCCxa5ervmt1tWfl ubmS2/eFvf2cHBUbNriWP/WUrTwrS8WaNa79+V/+YnKUu3tfPP64c7n9+2wISVE6TtRrYaHYHH0u p46lM2T0JaztGcPQX32/OdrOjuUvMPnBt8l+ZBaBz/+z1a4jcI991rUjoSi2QbXRiNOKQFiYraPV 6+0dqnMnHh1tWzkpL4eqKskxoLePR3r0sJWXldnKwXk1JDbWVl5VZXt5qFSKwzkNeOdF4t95i5zF Cwm4ZorPPqvj+9friUrtixIURMnuQyIesA1o7Xv/3Je83XFUq233pcHgfH+D7WfX6Wzler1re35+ 4O9vc1LLyiSn+x9sA5ngYFtYUXGx6yC8fnlJieszEBio4K+zEJAUSX6EH+EHWk+mwvT5v+n2p2fJ eeNVAmY+2qK2HvxhFoeKDrDlll/QqM6PeeGCR6cx8Kv1rJj3EldM+pNP215ydDFPbnuM/4x/n7v+ 8TW6td9TdCwTxQcRBecbRX+4hf5fruGD/z3M1Jtfa1FbVtlK9w+6MDRmOL8+8Iut/zGbibqoLygK xfuP16WXFrQqHW3sc+67QpZt20lUKmon0Z3rgm0yXq22T367thkSYmvDYMBtBujQUNfyvn0bTp19 fvSs5zEnf/yFIUBBZFyrXuesVAWAqbQQ18AowYWIJNkGp/6ukRGAba9cYzNDYWEQFtZwuW1GsOFy +74qp2sabb1iSEwiLZWKL64p5o+bHuLirkN4/bpXai8QhHH6rQR88iF+69dimjS5hVcRtDeN7cFQ qepWwBsqD2lEekKthqiohu9hjQZiYhov79rVffmZvVu42Aj7esXh20T0zuzSn6QbUJB7jMRmtiHl 51O5chFTli6lZ1dYEfE60yb+3Zdmthspii1EctTgm3y+xzxAE4DRaqTYUIy1u00SQH36FBbhuLkg ldgmL/y6tjyEXa1SExMYS67+bN1BrRbD76cT+MG7+G38AdPvWkd+Q9Cxaex9odU2Ppfb2HjJF+V2 mh17J8syzz33HLfccgt33nkn2dnZTuVfffUVU6dOZfr06WzevLnJ9tacXNNo+e78XWzMXt8h6rSl LacOrAOgJr71pAAAtFG1YSDlLc8s5snnEjTMhXqve1LnZPovAOhDWp4S2l/jz/rstezK+9XpeM3d swAImP9xi69xvuLL37yj9P0d7V4/umkhAIZBgxqt11I0tXuGFC8TU6kz0gj4778JnzSBqNQ+9Hzm Je7cD2/+AA/d9Tqho4YT+No/0BzY16nT2Um12weUcN+7z5EBNgetxFCM3N0mwi0yS7pHU2K7PwNj mju94ExccDy5+rPISp07brjldgD8v+hYmm4diY7WT3a2ft0X78Vmr7ht2LABk8nEl19+yb59+3jt tdd47733ACgsLGTRokUsW7YMo9HIjBkzuOKKK/BrZOn58fWPs3HaTw2GV3x04H0OFR1gTI/x7V6n LW2xnrUNVLW9Brgt9xX+kTGAb+QAPPlcFyqe7AG5UO91T+oUnD4CgCEkANeUD94RpA0i1C+MPH2e 03Frv/6YLrscv62bUWWkIyentPBKHQdP7r+2vkePlh7qEH1/R7vXTb/9DID/0FFuy32FLsrW99PU /mZFQbN/L35rvkO35ns0x47aDqtUmC69jBci97A6wciwszDlGEzMSCPo7bkEvT0Xa7fuGH83CdPv rsd82eWdKgQ57/RhuqskclV6YvFtZskof5vTXFxThLV7P0BklmwIv9JKqrQQFuGb6KP44G7szt9F ob4QVW2ckXXQYCwDB+P3w1qkoiKULi1PhNJR6Ih9/6GiA0wbcmOrXquj9evevBd/19u9DEyz97jN mTOH1NRUJk2yLSePGjWK7du3A7Bx40a2bt3KSy+9BMAjjzzCAw88QGpqaoPt5YZIoEhA3RqllgAi goKxyFZKDLUx/vXq2MtlRaGouggk2amOSzk41dES6Fper45a8SMqKML78np1QvxC0KkDXMvr1QnS BqM3uQa+avEn0FRNoBle/+BP3HvTSw1+fy3lx7y13JQ6HYtWjRTR/M5KVmSKagoB22cP0Fw4gZdm 2YyiyPipG3YpKkzlmGWz44XtQFIwWy1YZDOVJlu8d6A2kGBtCLJiRW+2bbRRUFAUBZPFiASEaILQ ShpqjFVIioKkKKhkBUkBlQIKoFJrMGFBkSRkCWQJFElC5xdApUWPAqglFSpJjSRJSLXPl07jT4XR piiuVWlRq9QoiuKwIVAbhFaldfze9c+VgCC/EPzV/phlE6WGUptNtXUkBYI0geg0OixWC1WmChTF Zrf9CQ9Q+6OVtMiyBYOlBkmBADNYVTB33evcd1G9xCLN5IrPh1FsKKL4qWKnOHvdsq8IfWg2cmgY iiexC52EBu8/FOTa37bSVIFVthJVmzLbZDWhINsyDtYmUqgy20KrQ/xCUBQFq2J13BcKCmpJ7cjW qVa5bgbXqrQEa0Mc945KkpAklVN5qF8YsiJTXG2ro5ZUjvtLq9IQ4hcCikKZsQyrbEsWIgFIEhqV llBdKCBRZizDghVZllEk232qU+sI9bMNwsuMpVhki2Pm/dzyUkMJVsXWvr2ORqUh0j/KUS4rVkBC wfb9SAoE+wUTqAmk1FjqsM/2Tdu+JwkI1gZjtBiwKlbHm09SbO3715jRWWHuyheZOfIxj37f5nDs 8DeMGnc3Rj81mvCG+37JaHQkr1J0Okxjx2O8bjKmCRP5qngDj2y836l+mFnNjphXSdq2B78f1jnO lYOCUYJaK0dmK1BUQKlOIf9oGl0Du/q06Xx9HoMX9GFKr6l82uVRIiaORwkMQrZnqBI4kIoKyA3X kLdzDwmhLV91KzWUEKAJpEdctFPfH/DB/wh+9mnk8HAUv5ZOD3YcGu77XeuE+YUho6Aosi15DjIB 6gAUcPTZGpUalWTr2xVFIUwXhkpSU2OpdoxhVJIKqTbuMFwXgVpSY7DUoDfrHX2qvY6j3Gqguna8 Y5EtjjoR/pF151v0oODob8E2ERukDcZgqXG8n4Amy+3vPrC9zyQkR7l9NFP/Ov4af8xWs8t3F6oL pdRgi1irPxayE+EfgYSqbryE5Phu7OVqSUO1RU+VqYr4v4DyvHv3rNnLIVVVVQTX61zUajUWiwWN RkNVVRUh9TYGBAUFUVVV5a4ZBxU6AAVJrjMpUB2AOjyMYn0RFQ776+rYyxVZpsJaVM/ns9WpX15p KUWRrE51AtHRpV454FRHwkxUWDCSInlcfm4dvaSnR0i0U/m5daqkahQ/18GNRgXF/nA4GuaWLOC+ 4GeJDPB9SmKArjXxLBsZzlVndYTrmj+rWFpTTEWtb6yX9PQM64pacv1snY2a2sFVsLbhAUd+VS5G i5Gk8K5Oj6yCgslqxmgxUmA1gBpqpHKiAqMI1gZhsBjJLq8NNZbAvpRUKdUQHBaHLFvILzvH8dfY HLBSlYEeEYlkl1eCSkJRqZFUKsyKFVNtp6eVFHQqf1QKSLJi+6coBKpVVBvsDcq1/+oI8tNQl5fB XPuvnglBflQrVsfvDQqaeoN0/8AA1LpQivT5judXQUGtViMhoQ0OJcA/HNlqJL+sCkttR65IoNPo iAmOQRcQgclq5FR5NibZjEk2szkJ3trzOg9eMbvFz0OPiO6czDyB0WIkOrreZqZ77oCVX6PKyGhR +21JQ/eogs350pv1FNbefwapnIQwW2hWZlkWJmu9fIK1XbDWXyHCP5y8skxM9heV3auuvUf1kh6V Su3yItOoNFgct4IVtaSynVj7YARoNFg1stO9o67XNwdo1USEhFFaU0y5TG2aehmVWm1z6rV+hIXa wruLSyswWescN61KQ6A2gPBg2wClsqwKo8VaL1pPIdjP1j6AvrwCo9WC7FSucZTXVFRgtoJVsTrq SFiIDAtGLamprqjAbK21UJEddSpV1SRHxKKvqMJc79GSFSvW2krlqmp0Af5YFEvtlevyTBsCzGxJ gteO/ZtZEx5ttb4/s2cvVvWB/iUKKeFh5ww36iFJcMNkmDIF6Zpr0AUHO1a9F3zsGlZcrrXy58gt rF662rarf+tWWLEC1ZYttr87CdlSGV+mGPlT9x74qX2bsCIsUsetg27lyh5XEpE6Eq66CunUKTr/ G9P31ATrqJ40iqEpvgkdjqauv3fq+x++H9Z9j6qgwCfXaQsa6vtlRcFoNVJtrqbYakBRg6ypwWA1 IisyiiIj107GdQ/tTmFtnVKlXth0bYeQGBpFlamqXp/tnKk4JDQIrVpHWWUVekcnItvGfxKEhQaj VvthNkKZvrJefyyjklR15QaFsupKm9NY90kIDQnATxOA2QgV1Xqk2s9n72+rpBqSw2KxmCT0tRlC rLLVbXl1vQwiVtmKtdYYvaQnKrALekMNKIrj+k79umRErVXBOT2l4qc4+SkalW2cY68WERJCuanS 6Z2nVWmcytVqPyoq9VQ1kVS22Y5bcHAw+nrptmRZRlOr5HtumV6vd3Lk3NHvD7b/zh58L6+Omus4 fsZqYsiigRTUW5CqX6cQ26Bk9KKBFFTnu9QprP07yNFO/To3O9qJqG3HuY7C7MFX8+qouR6V47aO zOzBE5w+k/s69zVQp/aDG0t5as3fnOr4kisSrqBwZQ5mcHxn3mKymhg0vxdljqw7suP76ew0li3N YDHwfca3PLrxAayKlWEx4YT4hXBT72nc2u92ssozGfHZuemFDTx08VRevPwVygylPPfrE0Soo/n8 6EIqzfbZP9v99dzIf1BQkWl7yBWJySuudczagNWD+8vK7MGzG6hTN9M4a/D9PD/yZYxWA5WmSkZ9 PY7Cmrrn+LZ+d/D85f/AXx2Av8YfvWxx82zOclzHSP3nt9yljom653esy7M50+n5DT33M9WU+OR5 SAjsSb/I/pQZylDVnLM6vPCrFrXd1tjv0c8nfU2uPpdL4y4D4OqlozlQeMKprkaycPie9UT4R/L0 xgfJr84jxC+UrPIMDhYdACBCZ2bH7etZn7WWKnMVWpUWlaTihZ+focJk/z1lft97Gn8c+jhB2iAC NbZV2MuXDD3n93Tt3wa63DuzPej7Z7v0/Vc20fdrrCZGuNS5w9GO2m0btzvK/QGV2/eHrW8LwKbA 6L5fv8pRhwbr3NnAs1k7q+Kje70hIkO6csXtGiyKhVevnM3s1AebPqlGgZq6vuO7GzcwYvFFZFVk snH6jwzuUhdd41jNuOhS27/nff0Jmk9ToWHlxjKGLBpElcnEnUV6NCqj23otYcnvl1BYWElhpRmW fOPz9s8XbP3bb2zJL/XJFoy00pMsOPwJUwZPZmjYFfVKtLB8dYvbb0vqj08OFO7jwwPvcqjoIGll aU57+AACNVYktAT5BTlWoYK0QQyIHMS8wx8BoFPruD/1YWKDYgnThROmC8fadSjjvrrCqT+eOXAW r1z5BhqVhgpJwmQ1MXTRQAqq68YN9j7bvgnHZDUxyqUvdX4/BLrtb69z1AmjoVOP5uUAACAASURB VL7U1ieHNFFuX3JyX+emJsZTitvxVGojYyGAwiZ8mXKnazW+0NXs5CRDhgxh27ZtAOzbt48+ffo4 ylJTU9m9ezdGo5HKykrS09Odyhtj/uFPOFlaN8hYmbbc6cdrzzodyZbWoKVJRVamLafM6LxPorVt 9gVNfe7M8gxWpi3nROlxJiwdw3XLrmbookG8sfNVAAyWGh7aMNux9P9b/k42n9rIsRLbHpD44G7M 6H8XQVrn8BeDxTYwC/eP4MtpX5IafVE9p83G/MOfcKoyh36R/UkJ782egt/qOW11dXxxfy04/Cmn KnMI04Xzy9mfKKxxnnFceuILimuKCdQGopJU58Xz8MaYf7Lt1l+JCY5pUTutTWP36PGSY7z12+t8 c/JrTpQeZ9jiwcxccxv2KPirEq7m5r632kILa7EoFubumgPAf656n68mr+C9qz8mv953XGosZe6u OdzSbwazBt/PXQPvQafW1XPabKxMX45aUtMjJIGogCjWZa3uUPdFZ+vX27rvX3xgsWPFb+6uOZQa vEtSAmC2mjlVmcPw2EudnLaOzkcH3uf5n/+ORbZQXFPMppwN/Gv3m2SUpwOw9PgXVJoqUFCYf6j1 khW5C70S1HG0+Iijf/PV71BiKOGDA++yJWuLT9prLRrq+6vMVazPWsMfNz3M8pNLHd9NhamC5Sft k3cjuXfgfYT6hTrOq7boua3/7RyaeZJfb9/Hpuk/suyGVXyf+a2jjtFqpMZSzX2pDzG9721cm/Q7 tpza5NIvLT66gKyKTEfIX0fqJzuSLS2p445mO24TJkzAz8+PW2+9lTlz5vD0008zb948Nm7cSHR0 NHfeeSczZszg7rvv5rHHHkOn8yxW2CJbeO6npx1/f3Lwgw5TpyPZ4msqjBXc8f10HtpwnyOu2Fva 2mZfYX95Gy1GjhYfYcnRxTyx9THH51lydLHDKTtcfJC9Bbtt+1hqO6sATaCLU3b3gHt54fKXAfBT +3FF/JXozc6zKIuOzHN6aDvS/dWRbPG0zvmM/R6tNFXyy9mf+M/efzlmUj/Y/z9e3/kK9sAOrUrL zEGzMMu2weDTlz7H2O7jHfsO7DTnxdLRfnNxr7cMk9XEB7vrrmd31r3lTNXp2n16EouPLCCttPU0 R31Fvj6Pb9O+4UTpcQZ8mkz/eT259bupvPrrS/x0xrZfP7M801G/uU5tU1y18CqSPoqlA0nqtjnu nJMSQzGLjsxn2rc3MubLyxz9m69+h/jgeABOV3TsLJ71JxcATlXmMGXFdfT9JJE7Vt/CkmOLHXXn 7ppDn/C+/Hr7Pk7OymHllDUMjR1Ohck56dyF0Pd3JFtaUscdQoBbAEC1toSkfycB8OqVb3gWLuOG a78ey96CPQAcuSeDLgHtm5WpoVAYq2yl2FCMosgMWTQQs2xGq/LDLNft9RnVbQxLrl/msmQ/a/D9 zBn1puPvpce/cNmYr1Fp2HrLDnpH2FaaJ349jj0Fu13suyphAkuuX9bhRCgvFH7L28lLvzzHw5c+ yMR43wl6+5K8qlwuWTQAq2JFLakdkwhbb9lB/6gB/HTmR+5ec6vTy3n24AecwjSauv88rdMaiHu/ /fCk7/KEbae3MO3bG0gK7UlWRSZzRr3JrMH3N31iG2ORLWw9tYlgv1C2ntrEm7/ZhJwlJEZ1G8Ow uBFcFH0Jw2MvJdQv1E241gM+D1m9d8MMvjvxHWmzThHagv3lnRl7qN/yG79Dq9IS4R/JqvQVzFp3 FwAalRaLXLcq6YvfwWw10/2DLoxOHM3SSata1FZrka/P45KFA7AoFiYmTWLhdUuosdTQ/9Oe9I3s x6huY1h0ZD6lxrocCp2p7wfR/zeE077LcxC52gUAzNs3z/H/c3fN4fd9phPh7/1m+MzyumQOZ6tO t7vjZk+9GhMUx8HC/Rwo2seBwv0cLjpI38h+XJVwjWNlQlasTO19M5fGjeSSrkPoHzWwwZDCewfd 7xjYNDaTYu/01k5rWstQ0PZYFZkduT8ztnB0h3Xcntr2Z4ezBrbV3NE9xtE9xCbYe7bqtNsZ1XsG 3ee4Rz25/8Q9euHhSd/lCdkVWQCM7j6OrCOZ5FRkN35CG1B/0u5EyXG+OP4ZS49/QX51HmO6j+No yRFHXQWFPpF9+euIZxzHlh7/wu0qRP3nyhdEB9Ym2TEUn5eOW2P7CI1WI9tObWFl2nKsipXUBX15 avjfeWzYE1yVcA0vXP4KaknFs+esNvvid9CqtXQNjOmwK277CvYwe91MRxjzxpz1lBpKiPCP5NA9 aQRrg1l6/Asnpw1E338hIBw3QYPhMt7OaOnNeoK1IZQZyxgWM8JlU2xbk6/PY1X6CsyymfvXzySt zBa+o5bU9Inox4CowSw8UuewWhUrkf6R3DNotuOYcMrOb2KDYgE4W3W2nS1xJrM8g9yqswyLHcHu gl2O41bFilatZXJKnfaNrwbfgguPtdM2Ex0dwl++/ytv/fY6X01ewdge471uJzE0iel9b+O65OtZ eORTcirb33GzT9otPrqQ7zNs+3fCdOHMHDiL6MCubD3t3G+fO+Btq+eqS2CdllvPsGSftdtRsP8O V3YbQ2ZFBgZLDRd3HYLZaqbvJ4lUW+qyNUhIhOlsQueB2kAevvgPTPx6nEubvvod4oPjyazIsMlz SE2k8mtD/vHL8/xn7z+djplls2NcFly7NUP0/RcmwnETsDJtOXlVziLEzZnRCtIGseeuw8iKLb1r e/P+/v85VtNy9bm8MPJlLou/nP5RAwnQBLD0+Bd8dnSB0znNma0SdF5iAmsdt8r2ddzss9JDY4bz 9u65fHLwA6IDuvLEiL9RUO2cJEbcowJfY3cYMsszmuW4je4+ltHdx6IoCgGagHZfcas/adctuAfj E67mtn53cG3Sdfhr/D1yBtrquaq/4na+ka/Pc6ympXzcDZNs4or4UXwz5Xu0ai2/S76e1RmrHJqP VsVKWplzEp7W/B2W3fgdSXGxFBU1nsWvtai/Gnm26gwhfiGE+IUyLHaEI+y4PqLvF4Bw3AT4ftam IzhtJquJj+t9Lr25itNVpxgSM8xxTMxWCfw1/oTrwtvdcftg/7v8dGY7JquRclM5CaFJPHvZC7y7 7z8udcU9KvA1yWEpAI5sit5Sbiwj1C8MSZLoEZLQ7itud6+5zTFpt69gNztu3+sU+t+RBrzD4odx 14B7ia2dRDqfeGzzHxxh3hbFyk29pzG2e93EwPgeV7PshLPsSmuEozZEsDa4XVfaPjrwPvsL97L1 9BbmHfqIRy75I38d8QwTk67jX7vfdHHcRN8vAOG4CagLl2npBtGFh+exPmsNjw55jKe3/YVhsSOY O+afTZ/YCry+8xWMVoPTMTFbJXDHJV2H4q/zrbCuN9hXB6yKFX+1P8+PfJnZqQ+gU+u4sdfUdrNL cOEwsMtgNk3/qdmheiMWX0SP0EQ23LyN9yd8SohfSLuFn312ZKFTooXmhv63FeN6jmNQ8LCmK3Yy TFYTu/J/dfwtK1ai/KO4rf8djmPtPXm64+zPLP/5C6Yn38Gw2BGtfr367M7bxYq0ZciKTHrZf+ke 3IPe4baxiSRJrBPjE0EDCMdN4DN+y9/J+uy1PDvyJY6WHHbSjWoOTYmjNoTRauTDA++6HBezVQJ3 fDn5mzbNbCUrMttPb+XzowvpG9kfi2xxzErrNP7M6H8HOrVn8ikCgS8I0AQwqMvgZp1bYSyn1FjK 0IDhAM1uxxccLDrAk1sfcznelqs4zcEqWzHJJgI0AU1XbiOa+/4FOFZylIOF+yl3o+vakSZPT1ed Yv6++QwIvahNHLf6kxkPbZjtyAMQoAlg9dQNxAbHtboNgs5P+8e0CToMZquZq74axV1rbmvW+Vnl magkFT3DkokJjOVs1Zlm2yIrMm/uep3n6umXeMq7e9/BaDUye/ADFDxc4fRPOG2CtsauUXSm8jRv /fY6IxZfxM2rbuSbtGVsP7PNKUFOubGsWTpaAkFLWZP5PS/98hxW2dp05Xpk14ZFJoYlAZBedpL/ 7X2Hg0UHfG1io5QaSrhn7R2YFVcx646s+ZhZmkm3D6J4atuffdZmQ6LN3nCufpgnKIrCqzteYtyX l/P2b2+4lHe03yE+qBsAufrmj1Uaov5vUGYo5b19/+WKJcM4U3kak9Xk5NTWWGp4Z+/bPrdBcH4i VtwEDrRqLUU1hZQ0c5N0VkUm3YN74Kf2Iz64GwcK9zU7UcmXxz5nY46t0/v04Efcf9FDHp2nKArb z2wlOqCrU2pngaAhlhxdzMdfv8cbo/7F0JjhPm/fnlUtLiierac3E6gJ5LZ+dzCj/13kVGS56Gh1 9NUBwfnJyrTlLD+5lJkDZ5EQmujxednlWQAkhCQBcKzkGC/+8gwvSK8wuEtqK1jqnvVZa8mpyOLP w57sVH1/ZEAksiJTUuO75CT2PmdMj/FoVN4P8+onFZnx3TQ+vGYe4f4RjZ6jKArP/fw3Ptj/P3qG JbP0hpV0D+nR3I/QJsTVinC3Rlbhjw68z2/5u7gyfRTfpH1NjaUGf7U/ewv2UGOpbjKNv0DQEGLF TeBEr/DenKk6TbW5uunK9ag2V5OnzyUxrCcA3YK7Y5bNFJ6TEc9T1metcfz/S788S1F1kUfnSZLE 1zd8y3dT15+XmjgC31Nt0XOw4CCnK0/5vO2jxUdZlb6CE6XH6RXem7fGvsPBmSf49/h3uTTuskb3 eAgEbYl9f5u3CUrsGm6JoUkADqcvp/Z4W3FLvxmsuHE1TwzrXM9OqC4UrUrrs6ySuVVnWZn2DSdK jzP/0MfNamPB4U8d4dtbTm+islYnssxQ6ra+rMg8te3PfLD/f/SJ6MvKKWs6vNMGEBdU67jpfeu4 2Rzfb8ipyOLzY4uIDozh+ZEvs+/uo1yfcoPo9wUtQqy4CZxIDu/F9jNbyShP92qvQqmhhAFRgxgQ NRCAITHD0JurMFqNXttg29S8s+5v2cSNKyay7dZfUavUDZ63r2AP3YJ7EB0YfV7q4Qhah5hA276C PH2uz9v+46aHHNntlp9cypMj/kaIX6ijvL33eAgEduyZJb2VBEiNvoj7Bj/o6PsTQ+yOW9tkltyU s4FgbQgj4i7l8m5Xtsk1fYkkSUT6R1Fc49nkZFM8vOE+rLWizXN3zeH3faY7ZdRsCpPV5BS+DfDe /v/yypVvcOOK6wjUBnBf6kNMTp7CgaJ9lBlKKTGUMP/wJwyIGsTSySsdEgcdHX+NP9GB0RgthqYr e4HN8bX9BkHaINZO3eTQ6wPR7wtahnDcBE70Cu8FQEZZmleOW7eQ7my55WfH3w9f/AcevvgPzbJh ZdpyCqrznY6llZ3kcPFBUqMvdnuO3qxn1rq7qLHUsOuOAwRpg5p1bcGFR0xQDAB5+rwmanqH0WLk YNF+x98dPbud4MKmuStuo7qPYVT3MY6/Q3VhhOvCmy0J4E1SjMzyDB744V6sspU9dx5qMpyvoxIV 0MUnK/4mq4kjJYcdfzenz3H3/p1/+BNu7nMriaGJrMtaw4M/zOKFoGeI9I/CYDGw7dYdnKk6zd0D 7/XKSewInH38LKXFNT5r71zHV2/W8/bu10W/L/AZIlRS4ERq9MVcnXBNu4YZugsjUFCY8+s/qDZX OzIx1edfu9/kVGUOM/rdKZw2gVfEBrXOitvHB993hBvZmX/4E06WnmjgDIGg/UgOt624ZXsZ4phT kY3JanI6lhCaRE5FNoqieG2HJ0kxdufv4vuMVdy79k7KjWW8OuqNTuu0Afy+z3TuHDCzWd9XfVam LafUUOJ0zNs+p6Ewvjd2vcrC677gl9v3cH/qQ1QYKzhSfIiM8jQWHv6UPw39S6dz2oBm7QFsjIYc X9HvC3yFpLS0p/AhbZWOW+BKS9Ohv7rjJX4++yMfXjOP+OBuHC85xozvpzGl1+95duSLXrVVY6kh 8cMYRnUbw7IbVzmOV5mrmPHdNFLCe/HW2HccSU9OlBxn3FeXExMYy/bbdnZKx60t09ELnDFajUxe OYHRceN5ZuQLPmt3yMIBnK467XL8qoQJIrtpPcS9377U//5PV54iLii+0ZD0+lhlK4kfxjA4OpU1 v9/kOJ5dkUWYXxhhunCvtNzy9XkMWTQQs2zm9v53c2OvmwjxCyHUL4xQv1DCdOH4a/x58IdZ/JC9 jkpTBXcPnNVueqG+wJf3f99PEl2SXkDr9Dkv//I87+y1fe8RuggXkfPOwuaCNSzYvZjnLn/JES7c EiZ+Pc5JR9CO6PfdI/p/90RHNyynJUIlBW6xyBavZqL2FuxmZ94Ox0pdmC6MU5U5Xs/eQt3eCPtm dztW2UKNpYbPji5EQuLNsf9GQuKv2x/HLJt5ZdQbndJpE7QvOrWOvQ/s9fnLo1dEH05XnWb/Xccc 2csEgo6Mtwkl8vS5mGQTCSHOWSjP7bs9ZcHhTx17Qj87uoDPji5wKr+9/138dcQzrEpfgVk20yOk By9f+VqzrtWRUBSFKnMlOrU/fmq/ZrVxvOQYpcZSRsZfgaIo7MzbQfb9+a2iCWmymvji+OeOvztz GPjJ4pOszlzFXQNn+sRxWzttMzetmMRPZ7dzeGZ6p9nvJ+g8iFBJgQs3f3sjg+b38ipsI7Mik66B MQRrgwGIDuiKRqXhjJsVh6bIrsgEIKk2Q6WdMF04SyevIDX6YhYfXcDMNXfwXfpK/NR+XJM4kYlJ 13l9LYGgtfjTkL/w7MiXhNMm6DT8kLWWx7f8n8dhw3UZJZ376hMlx5nz60v8mrvD42u7S4oxNGY4 D1/8f9w5YCZTek1lSMwwJ+euwlhBtVnv8TU6Km/99jopH3fn19xfmt3GRwfeB+D+1Id5csTf+Gry ClTNHOL9a/ebDFucyr6CPW7Lz6dwwO6h3QHfSQJUmavYmbeDi6IvEU6boFUQK24CFwK0gZQYSig2 FNMloEuT9c1WM2cqTzlpYKlVauKC4pslwn1ueun6hPtHsHTyCn7/7Q2szfqOX3N/4tDMNEyyyauQ HIGgPo+tfYylh79m+207HZMPLeXybld2yix3gguXvQV7WHRkPpNTpjj2fjZGQ331qcps/rn7TXRq fy6Nu8yja7tzBvYX7uWd8e85tK1MVhNDFg10lJebyjvtSk997CGGzc0sWWooYemJJSSEJDIx6TqP Q10b4kTpcXIqsgjThbstbyydfWcLB6xz3Hwjwv3Tme2YZTPjelzlk/YEgnMRK24CF1LCbJkl08vS PKp/qioHq2J1WSGLC4onvzqv0U3m7gjXRTA89lJSwnu7LY/wj+Tdqz9CQqLUWMqCw5+IEElBi6gw VnCm6jQFPsosuSbze34+8yNW2dp0ZYGgg2DPLJlZnuFRfXt0RGJYktPxhFpHzhtJAE+0rc6nlZ76 2CdIiw3Nc9wWH11IjaWGewffj1qlpsJYzuqM79iT/1uz2sssT0ej0tAjJMFt+dppmyl4uMLlX2dz 2qDOccv1kZbbqYps/FR+jEsQjpugdRCOm8CFXrUOU3rZSY/qGy1GRsZfwUXnpOof02McN6bcRI3F OzHvm/veyvdTf2hUjuDbtG9QsIVyzt01xyWTlkDgDfEhtnBGX0gCKIrCsz89zZ1rbnWbAVUg6KjY M0t6KgkwtsdVPD7sKfpE9HM6bh/weyMJsHbaZlbcuBqARy/5k1tn4HwVLo70jwKguKZ5ItzDY0Yw KfkGbu9/JwC5+lxmrp3B4iMLmjjTPRll6SSGJvk842JHpFtoNwI1QS3O6GlnduqDnJiVw/DYS33S nkBwLuf/UynwmpRw71bc+kcNYOWUNS7HnxjeOi/Tc/dCdOaN0YKOQVxIrSRAdcslAdLL0sipyGJy yhS0am2L2xMI2gr7iluWhytul8VfzmXxl7sc99f4ExMY67UI96GiAwANTtqdr8LFUS1ccTv3d0gK 64mERHq5Z+/w+pQaSig1ljIsdkSzbOlsBPsFk3nfWZ9utQjUBvqsLYHgXMSKm8CFXhF9mNp7GqnR F/mkPW9WHWRFZuC8Xjz4w70N1jlfw2UE7YcvV9w25qwHbOmfBYLORKR/FOG6cEo8jGA4ULivwWiH hNBE8vS5XoXKHyo+CMCgqFSPzzkfiAuK477BDzKq21ivz/3owHsu2Zt1ah09QhM9nnytj9FqZGrv mxnd3XtbOiu+ctoWHP6UiV+PY2++qxyAQOArhOMmcKFLQBfen/ApN/aa6lH9B9bfw5gvLkN/Tnav bae30OvjHry3778eX7ugOp/CmgIsjewNOl/DZQTtR3JEMpfHX0l0QMuzgG3M+QGA8QlXt7gtgaCt 2XvXUb6f+kOT9fRmPVcvHc396+9xW77wd1+QeV+uV+F2MYGxDIwa7AjZvFCI8I/klVFvcH3KDV6d d6BwH3//8Sn+uu1xl7KUsBQKqvOpMnkncxIbFMf7Ez7hgYse8eq8zsz/9r7D1JXXU2WualE7G7PX s6dgN5EBUT6yTCBwRYRKCtyiKAolhhIi/CMcQtcNcaT4MLn6XAI1zuEBYX5hVJjKOeuFJEBWee1m 90Z0gM7XcBlB+5Eak8qKKatb3I7JamJP/m4GRg32KCufQNDR8DTRU53eZk+35VHNGLz+/bLn+ftl z3t93vmA0WqkwljhVQr5Dw+8B8B9qQ+6lCWHp7D51EYyytNJPWf/eWOYrKZma8l1VtLLTvLjmW3k Vp11ZDD1FpPVxPYz20gOS2m2jqFA4AlixU3glr9s/SP95/Vsco+CrMhkVWTSMyzZJdwgPtiWremM F2l2sxrQcBMIOgN+aj/2332Mj66Z396mCATNYtvpLcxedze783c1Ws8hBXBORkk7R4uP8NS2P7M5 Z6NH173QE/mM/uJSxn3lul+wIQqqC1hxchkp4b0Y6yb1/OzBD7B+2haXxDFN8X+bHqLPJwnk+yjD bmfArrXZEkmAXXm/ojdXiWySglZHOG4Ct8QHdwMgo4nNzXn6XIxWI0luZl27BHRBp9aRq/e8M2xM w00gaE1u+GYiE5aOaXE7QdogekW4l7IQCDo6+fo8vk3/hgOF+xut55ACCEl0W15iKGbeoY/ZkfuT R9f96vgSBs7rxdrMlq98d0Yi/aMoMRR7nN1wweFPMMkmZg9+0G1UTEp4by7uOgR/jb9XdmSWp1Nt rqaLD8LGOwvxQbbxTkskAewTFON7iBB5QesiHDeBW+ySAGmljUsC2PV+7NnI6iNJEnFB8V6tuCWF 9mRC4rUOLTmBoK3Qm/UtSnCjKAr3rL2Dd/f9x4dWCQRti6eSAE1NsiWEJtbW8yyz5OGigxTWFDhS 419odAnogkW2UGmq8Kh+nj6PCF0Et/Sb4bbcZDXxxbHPWJm23GMbFEUhozyDpLCeLRbx7kz4YsWt V0Rvruw2msu7jfKVWQKBW8QeN4Fbku2SAE2suPlr/JmYdB0Xdx3itvyGlJuoNFegKIpHmZtu6Tej wReRQNCaxAbFcrBoP1WmSoL9Qrw+P70sje8zvm1yT6hA0JFJDrM5bk1JAkztfTMJoYkNJhKJD+qG RqVxyXjYEIeLDyEhMSBqgFf2ni/YHdYiQxGhurAm67819t+8cPk/CNYGuy1XS2r+suWPDOwyyONE YyWGEsqNZYyM8zxk83ygW3B34oLiW6Rbd2u/27m13+0+tEogcI9w3ARusb+805pIJzw0ZjgLr/ui wfJnRr7g1XXNVrPQvhK0C/ZkInn6PHo1w3HbkLMOEDIAgs5NhH8k4bpwMsoaX3EbFjuiUa0vtUpN t+DuHmm5KYrCoaID9AxLbtakyfmAXcutpKbY8f51h6IonK46RY+QBEL8Qhusp1ap6RmWTHpZuscT p/atET0buf75SN/Ifuy/+1izzz9bdYYQv5BGfw+BwFeIqWGBW4K0QfzhkseY1nt6o/WsjaTtt2OR LZispibr6c16Ej7sykM/zPbYToHAV3QNjAGaL8K9MVvIAAjOD/pE9EOj0jS430pRFLac2sTpylON tpMY2hOj1YjRamy03pmq05QZyxjU5cLSb6vP6O5j+fPQJ4gO7NpovUVH5jN00SDe2fN2k20mh/ei wlROUY1nwt5hfuHMHDiLK0W4n1e8vOMF+n6a5Ng6IhC0JmLFTdAgz458sck6E5eNp9JUwS8z9rid 0fvi2Gf8afMj/PeqD5jW55ZG28quyMKqWAlqIPRDIGhNBnVJZWLPSS6yFp6gN+v55exPQgZAcF6w 6qZ1ja7QFFTnM33VFCanTOGTaxc2WG/xdV+iU+uaXO2RFZk7B8xkeOylzba5szO2x3hC/EJIKz3R aHKuf+6eC8Al0UObbDOl3pYHT2QG+kT25Y0x//TM4POMp7b9mZOlJ1h+43denScrMltObSLKv4vb JG0Cga8RjpugQSyyhZzKbLr4d3Ebc2/byJxOt+BuDb6YI/0jkRXZo02/9r0QQgpA0B5MSp7MpOTJ zTq3oDqfS2KGcoWYqRacBzTlaGV5mP3X04yGCaGJvDX2HY/qnq9YZSv/3ftvjpUcYUyP8SiKQlFN oSNxxv/2vsOWnA2cqdVFPVZ6lFE9Gs+Ca0/ylVGWxmVxI5u0oaimiHBdeIv2enVW0svS+fHMNgwW g1eZOA8XHaSoppBb+s7wKBxVIGgpIlRS0CCfHPyAyz67hC2nNrktLzGUUGmqaHSWqU7LrWkRbkd6 aSEFIGhHPE3HXZ+eYcmsumkdTw3/eytYJBC0LXvzdzN91RSWn1zqtjzHQ8ftSPFhHvxhFqvSVzZa r6C64ILXcduU8wPfZ3xLelkaA+f3IuHDrkxcNt5RvjNvB1vPbHH8/eauOZQaShpt87rk69lx+16m 973NIxtu/W4qfT9NalYf2NmJr3WQvZUE2HzKJgMg9NsEbYVw3AQNYg+zSCtzLwmQVWGL505yIwVg p1utHpwnK25Z5bXi28JxE7QDJYZiBs/vw0MbZnl1nqIoVJkqgaZXKgSCOEzYKQAAIABJREFUzoCM Lfxrb8Eet+X26IiEBjTc7NRYqll+cim78n5ttN6k5Vcz4rOLm2Xr+cLPZ+v07soMpaRGX8zo7mMd Du1Ll79CdD1ttVJjKXN3zWm0zQj/SJLDUjxaQVMUhYyyxiNozmfig2odtyrvHLdNORuQkBjTfXzT lQUCHyAcN0GDpNRquaU3kFnSvhG3sdDGcF0EgZpAj7TchsQMY2rvm0WopKBdCPMLp7CmwCvdQbBN bPT5NJE3dr7aSpYJBG2LPathZgOZJR0abmFJjbaTEJLkVN8dFcZysiuy6HkB7w8yWU0sPVGXnVlB YWjMMP5z1fsOeZGdeb9SWFPodN78w580qT256Mh83vrt9SZtKKwppMpcecFllLQTZ59k1nvX/z87 8kVeG/0WUQEXpv6goO0RjpugQXqEJKBVaUlvYMWtW3B3pve9jYujL2mwDUmSmDloNjekTGnyetP7 3sb7Ez4RKXUF7YJapaZrYAz5+jyvztuQvR6LbKFHSEIrWSYQtC0R/pFE6CIazJJ3f+pD/Hvcu3QP 7tFoO10CuhCoCWxUEuBI8WGACzqj5Mq05RRU5zsdO9cp++TgBy7nWWQLz/30dKNtLzw8j3/tfrPJ UFS74HpjUgTnM4mhSfSL7I9G8m5/39CY4dwzSGTCFrQdF94OVIHHaFQamw5MuXsdmJHxVzAy/oom 23nh8pebrCMrMuXGMiL8I5ttr0DQUmIDYzleesxj3SOAjTlCBkBw/tEzLJlDRQexylbUKrVT2eDo ixgcfVGTbUiSREJoIjmV2Q0+U4eKDgAwqMtg3xjeCWnMKVty/TIA1k7b3Ky2U8JT2F+4lzNVpxud XLKvrjYkqH6+M7bHeLbd2nhI77msSl9BgCaAsT2uuiATugjaB3GnCRrl/4b8GVmRkRUZteT88i43 lhHqF9bkAFdRFCpM5fhrAtCpdW7r5Fad5ZJFA7i13+28M/49n9kvEHhDTFAs+wr3UmEqJ0wX3mT9 KnMVO87+xKAuqcQExbaBhQJB25AafTGyIlNmLHMKAzNajazLXM2AqEH0iujdZDtJYclUmarQW/QE u5F6OVR0ELiwV9ya65R5QnJtZsn0srRGHbcBUQP545DHGRbTsKi6wJmXfnmO4ppijt+b1d6mCC4g hOMmaJTGslGN/HwoXQNj2HLLz4228fbuN3h95yssu2EVo7q7T1+cVZtRMk5oYAnakVHdxhCmC8cs Wzyq/9OZ7ZhkE1clTGhlywSCtqUhPa+cimxmr7+bGf3u5F/j/9dkOwsmft7o5N6k5MmE6EIdybAE vsWh5VaWxtgeDSfQuKjrJVzUteFtDxcC01dNwV8TwMLfLWmybkZ5OtkVWVzXczJatbYNrBMIbAjH TdAoBouB4yVHCdWF0bNe9sgqUyVFNYUehbfEBNpWIhqTBHBsdr+AN6gL2p/7L3rYq/pGi4Gbek9j csqNrWSRQNCx8Fa2pamIjAlJE5mQNLGlZgkawO64narMabTeiZLjxAfHE+wX0hZmdUiyK7LQm/Ue 1d2cI2QABO2DSE4iaJR9hXuZ8PUYFh6e53Q8s/bl3bMRKQA78R5IAggNN0FHQVEULB6uuK3O/I7D RQcZEDWola0SCNqWrPJMJn49jtd3vuJ0PLs20UhTGSXtHCk+zO3f38wXxz5zKSsxFHOwcD9Gq7HF 9grcMzBqMEfuyeD5kf9osI6iKFzz9Viu/+baNrSs4xEf1I3C6gJMVlOTdVek2fYejushHDdB2yIc N0Gj9LJLApQ7SwLUaa417bh1c4hwN+a4ZQHCcRO0L9tPbyXpo1je3fdOk3V35u1gZdpyTpQeZ/6h j9vAOoGg7QjThbGnYDcHC/c7Hfe2r5YVmR+y17En/zeXsg3Z67lq6SgWH1nQUnMFDaBVa+kS0KXR lc+C6nyqLfoLNqOknbjgeBQU8vS5jdaTFZl9BXvRqrSOiWmBoK0QjpugUaL8owjThZNe6iwJYN+T 5onmWnywTdjybCOhktcmXce9g+4jrlYEUyBoD8J14dRYapp8cQM8s/2vWBUrAHN3zaHUUNLa5gkE bYZdEsCeJt6Ot2HtiaE2ke6cSldJAJGYpG344thnPPjDrAZXNi90KQA79vHHWX3jItyF1QXIihWz bBaTdoI2RzhugkaRJIle4b3Iqsh0Ch+7OPoS7hv8IAOiBjbZRohfKA9e9Cg3pNzUYJ2bek/jtdFv uaSdFgjakpja5Dh5TWi5ldQUs79wr+PvUmMpc3fNaVXbBIK2Jjk8heyKLKyy1XHs2cteZP7Ez4ny 90xwOMQvlEj/SLdabodrHbeBHrxHBM3n19xfWH5yaYN6ehkXuBSAnb6R/RgeeykSDa9Onqk8zXv7 /otZNgNi0k7Q9gjHTdAkyWG9MMtmpxnTUd3H8MqoNzwOl3npile5rf8dbstMVhNZ5Zke7ysSCFqL LgFdUEtq8qsbd9xe+PkZFBSnY+cK5goEnZ2k0GTMspnTVaccx3pF9Oa65Os91jkESAhJ5FRljpMI tKIoHCo6QM+w5As6IUZbkFwvs6Q77FshLvQVt+l9b+P7qT9wadxlbstNVhMz187g/QP/dRwTk3aC tkY4boImuXvgLOZN/IzogGjHsazyTI828NoxW83kVGRjtppdyo6XHmPEZxfxzI9P+cRegaC5qCQV MYGx5Dey4qYoCivSlrsctwvmCgTnC0NjhjG6+ziMFluIXaWpgkVH5jtCHD1lQNQgUsJ7U2Esdxw7 W3WGUmMpA6MuXOHttsLukDXkuE1KnsyzI1+ib2S/tjSr0/Hiz8+wv3Cf0wQEiEk7Qdsi5AAETTIi 7lKnv41WI5d+djEj469gxZTVHrXx1+2Ps+jIfLbfutPl5WBPdCKkAAQdgWl9bsGiNLz6m6s/S7Bf MNfG/46Prp3fdoYJBG3M7NQHmZ36oOPvk6UneHzL//HgRY96JAVjx53eW5h/OJ9eu5gI/wif2Cpo GLskQEa5e8dtaMxwhsYMb0uTOiQVxnImfzORi7tewr/Hv+tUtip9BR8dfB9/tT8Gq8GpzD5pt+T6 ZW1pruACRThugiYxWU3syP0ZrUrLyPgrOFWRg4LiVQZIe+alM1WnXRw3+2Z3TxKdCAStzTMjX2i0 PD64G/vuOkqZsaxtDBII2hlFUZAkqV5iksQWtxmsDeb6lBta3I6gaZJCe6JRaagwVriUyYrMT2e2 0yeiLzFBse1gXcch2C+EtLITBGoDnI5nlKfzx02PEKgJZN20LWJlUtCuiFBJQZNYZAvTvr2BN3e9 BkBmbQYqTzTc7NglAdxpuQkpAEFHw2g1ug3rrbHUYJWt+Kn96BrYtR0sEwjajmpzNSM/H8K96+4E mt9XHyk+zPXLr+GjA+85jm3IXseOsz+7hJ0JfI+/xp/M+3LdRgjk6XP5/beT+bvYqoBKUhEXFM/Z KueskgHqAAZ1GczcMf8STpug3RGOm6BJArWBdAvuTlqZTRLAIQXgRWijPc3uGTeSAFnlGQAk+GAW VyBoKf/b+w49Pohm+5mtLmUf7n+X4YtT2V+w182ZAsH5RaA2kJKaYo6XHAW8lwKwo1P7sTNvBweL DjiO/W37k8xcO6PRDH4C36FT69wet+97u9ATk9iJC46noDrfkSxNURTiguNZMWU1N/e9tZ2tEwiE 4ybwkJTw3uTqz1JlriKz1tHy1YrbXQPv5a8jniFYG+wbYwWCFmDfc3NughKrbGXB4U8pMRR7de8L BJ0ZuySARbY4HLceIQletdE9JAEJyZGOvtJUQVZFJgO7pHqVnVLQfL5L/5bbv7+ZY7VOuB2HhtsF LgVgJz4oHqtipbC6gGUnvmL6qikUVheiksRwWdAxaNYeN4PBwBNPPEFxcTFBQUG8/vrrREZGutTL zs7mkUce4bvvvmuxoYL2JSU8hW2nN5NZls7EnpMI1YV51dF3C+nOY0P/wrCYES5lk1Nu9KWpAkGL iK3d53GuCPfGnPWcrjrFnQPuIVQX1h6mCQRtTlJoMrvzf+NM1Wn+M/59TlWdwl/j71UbOrWO2KA4 h+N2uPgwAINERsk2I09/lh+y1zGtzy30i+zvOG7XcOspVtwAGBIzjEpTJUdLDvP4lj+iklRUmMqI Doxu+mSBoA1o1hTCkiVL6NOnD59//jlTpkzh3XffdamzYsUKHnvsMUpLS1tspKD96RXeG7CFVYzu Ppa/jniGEL9Qj88P0ATw9KXPMSFpotPxKnMVBwr3UWly3TQtELQHMYE2Ee5ztdzmHfoYgJmDZrW5 TQJBe2GfoMsoS6dbSHcuixvZrHYSQhM5qz+D2WrmcG3IpDeZKQUtoyEtN/uedREqaeOBix7hkUv+ xBNb/kS1Rc8/x/2HlNrxj0DQEWiW47Z7925GjRoFwOjRo/nll19c6oSFhbF48eKWWSfoMPyu5/Us v/E7RvcYy5783ygzeO+QlxlKOVR0EEWpEy7ek/8bVy8dzf/2veNLcwWCZhMbZHPc8uqFSmaWZ7Ap ZwPDYkYwuEtqe5kmELQ5Q2OGMTllCgargf/u/Td783c3q50hXYdxadxIyk3lHC46BMAg8Sy1GSkN OG5/HPo4b4/9D10CurSHWR2SP21+mFNVp5g5cBY39pra3uYIBE40GSq5dOlSFixY4HQsKiqKkJAQ AIKCgqisrHQ5b9y4cT4yUdAR6B7Sg+4hPThVmcPEZeOZ2nsa70/41Ks2Ht34AOuz13Li3mzCa/cR OaQAhIaboIMQ6R/JnQNmcnHXIY5j8cHdeG/Cx0ToXEPCBYLzmfEJExifMIEtpzbx0i/P8sTwp7kk ZqjX7bx4xSuO///bZc8zOWWKI5JD0Pp0D+6Bn8rPscJmR2i4ObMzb4djXCL2/Qk6Ik06bjfffDM3 33yz07FHH30UvV4PgF6vJzTU85C5xoiODvFJO4Lm0dT3v+r4Kr468hUAA+P6e/17pUT3hGyo8Suj d7Rtc3uh2ZZ29+KEgRf873+hf/72pv73v/DmeeeUhvBA7L1ta9AFhLj32xdPvv/cDNv+tMHdvO/7 Xa5HCP0TxGSdnba6/1NjUwnUBjquV1pTyuaszQyNG0pi+IWb1bn+97/z0I+O///Xnjd55IoHiAwQ E3atiej/vaNZyUmGDBnC1q1bSU1NZdu2bQwd6v3smzsKC11X7gRtQ3R0SJPf/xPrnuR46TFbfU28 179XpNqme3Uo5zhxKttL+0jecQDC5K4X9O/vyfcvaD3O/f5lRabEUEKUfxRrs1ZzouQYdw28hwh/ 8QL3NeLeb188+f6vXDKcE6W2vjpCim3W73Ws5Cj3rbubYbEjSArtydWJ1zKwy6Bm2Xw+0Zb3/+op m4C6sdbWU9u5edXv+fOwJ/nriGfaxIaORv3v32Q18f5vHzjKSmpKeGrN33h11Nz2Mu+8R/T/7mnM mW3WHrfbbruNkydPctttt/Hll1/y6KOPAvDGG29w4MCBJs4WdFbqb9BtTgaquGCblttZfZ24ZXZF Fv5qf2JqM/kJBB2B+9bPZMC8ZIpqinhnz9u8+utLVIgEOoILlBC/ukFEYjP1NkO0IRwvPcZnRxfy yq8v8svZH5s+SdCqZIjEJE6sTFtOQXW+07H5hz/hZOmJdrJIIHClWStuAQEBvPOOazKJJ5980uXY Tz/91JxLCDog9s3NAElh3oe51Gm51YlwPzn8afKr84VGiqBD0TXQtjq8IXsdu/N3cXXCNSSGJrWv UQJBO9EzLIXd+b8B0DUwplltxAbFoVVpMctmQCQmaQ9+OfsTr+x4kftSH+TGXlOF43YOnxz8wOWY Rbbw3E9Ps+T6Ze1gkUDgSrMcN8GFiX0juZ/Kj8hmJGnoE9GP50e+zGXxdemkz5UHEAg6ArG1kgCv 7XwZgHsGzW5PcwSCdsUuOH/ngJnNnmRTq9R0D+lBZnkGAAOiBvrMPoHn7MzbwWVxl3Njr6lklgnx 7fqsnba5vU0QCJpELHMIPMaeCdIkm1hw+BOvz48OjOaRS/7PkcGqsLqQ7ae3UlxT7FM7BYKWYg/d zdWfJSEkkfEJE9rZIoGg/bCvyKzLXI1FtjS7nXC/cACiA7oKEft2wKHlVm6TBMgoTydcF06kf1R7 miUQCLxAOG4Cj9lTGyoDMHfXHEoNJV63caoyh9/ydgLw89nt/P7bySw/+ZXPbBQIfIFdyw3gjgF3 oVap29EagaB96RIQDUBBTQHza4Xom4N9n6iQf2kfugZ0JVgbQkatltsH18zjgwnnZtAVCAQdGeG4 CTzCZDWx5FidoHqpsZS5u+Z43c69a+9k6srrURTFoZUi9g4JOhphfuGOkLBAbXA7WyMQtC+/5v7i +P/mTtrl6/PIqbRJCoxPuNpntgk8R5IkUsJ7kVGejqzIDO6SyriEq9rbLIFA4AXCcRN4hK+yLcUH d8NgNVBsKK7nuInZV0HH4ofstciKDMBbu15r1kBVIDgfMFlNLDxStyrT3Em7BYc/dSQm+fDAu+KZ aieGx45gaMxw9hXsYcnRxZyqzGlvkwQCgRcIx03gEY1lW/KGbsHdAFtmyaxaxy2hmemlBYLWwFcD VYHgfMAXk3bimeo4vDpqLiumrGZvwW7+uPlhdubuaG+TBAKBF4iskgKP8FW2pfhaSYAzVWfILs8k NiiOAE2AT9oWCHxBQwPVewbdR++IPu1klUDQPvgiRbp4pjoeGWVCCkAg6IwIx03QptStuJ3h3+Pf pdJU2c4WCQTOCC0fgaAOX0zaiWeq45BZnsHMNTM4WnIEEFIAAkFnQzhugjZlWOwI3h77Hy6Lu5xe Eb3b2xyBwAWh5SMQ+BbxTHUcovyjHE5blH8UYbrwdrZIIBB4g9jjJmhTeoQkcMeAu9GqtXyX/i15 +tz2NkkgEAgEgguCUF0Y4bXOWk8RJikQdDqE4yZocw4W7mfOr//g3nV3sP301vY2RyAQCASCC4a4 INuWhTmj5razJQKBwFtEqKSgzblj9S3k6s/y/+3de1BU9f/H8ScskgqUWPoravA2ykwyjhf+IC0s tTFHUZRIQMVRM/NGiW6M5JAKaV/UqUQptckYZ/wqg+UNL5PZT2fULMRLouQvFbxkIt65yG0/vz/M nS8/A3/auqzr6/HXns/ZPfs+bz9+OO89n3MO6FEAIiIizlReUwaAt+WJRo5ERO6XzriJ0wX8dYMS gLZPqXATERFxhotlf3L25lkA/l2wqpGjEZH7pcJNnO4/C7dWzVo1YiQiIiKPj8z8r7GZWgDWFqzW g9BFHjEq3MTp/rNw8/DwaMRIREREHg96ELrIo0+FmzhdwF8XRvs/4U+NraaRoxEREXF/9T0I/X+u nmikiETkfqlwE6fr8V89sHhYuFp5lW+OftXY4YiIiLi9hh6ELiKPBt1VUpzuv8/+SO1fc+wX/DKf yE5v4d+0ZSNHJSIi4r70IHSRR5/OuIlTaY69iIiIiMj9U+EmTqU59iIiIiIi90+FmziV5tiLiIiI iNw/XeMmTqU59iIiIiIi909n3ERERERERFycCjcREREREREXp8JNRERERETExalwExERERERcXEq 3ERERERERFycCjcREREREREXp8JNRERERETExalwExERERERcXEq3ERERERERFycCjcREREREREX 52GMMY0dhIiIiIiIiNRPZ9xERERERERcnAo3ERERERERF6fCTURERERExMWpcBMREREREXFxKtxE RERERERcnAo3ERERERERF+fljC+x2WzMnj2b3377DW9vb1JTU2nTpo19fVZWFmvWrMHLy4uJEyfy 2muvceXKFWbMmMGtW7do3bo18+fPp1mzZs4I1+3cK//ffPMNOTk5APTu3ZspU6ZgjCEsLIy2bdsC 0LVrV6ZPn94Y4T/S7pX71NRU8vLy8PHxASAjI4Pq6mr1fQdpKP/Hjx9n3rx59vceOnSIpUuX0qVL F/r370+nTp0A6NevH6NHj26U+N3F4cOHWbhwIatWrarTvnPnTpYuXYqXlxeRkZG89dZb3Lp1C6vV yuXLl/Hx8eFf//oXLVu2bKTI3UN9+d+8eTOZmZlYLBY6derE7Nmz8fT0JCIiAj8/PwBeeOEF5s+f 3xhhu4368r9y5Uqys7Pt/XvOnDkEBASo/zvQ3+X+0qVLJCQk2JePHz/O9OnTiY6O1nGPA1VXV5OU lMT58+epqqpi4sSJ9O3b175e4/8DMk6wfft2k5iYaIwx5uDBg+bdd9+1rysuLjaDBg0ylZWV5saN G/bXKSkpZt26dcYYY5YtW2ZWrlzpjFDdUkP5P3PmjBk6dKipqakxtbW1Zvjw4eb48eOmsLDQTJgw obFCdhsN5d4YY6Kjo83ly5frtKnvO8698n/Hli1bTEJCgjHGmD179pi5c+c6LUZ3t3z5cjNo0CAT FRVVp72qqsr069fPXLt2zVRWVpphw4aZ4uJi8/XXX5vFixcbY4zZvHmzSUlJaYyw3UZ9+a+oqDB9 +/Y15eXlxhhjpk2bZnbs2GFu3bplhgwZ0hihuqX68m+MMdOnTze//vprnTb1f8dpKPd35OXlmVGj Rpmamhod9zhYdna2SU1NNcYYc+XKFdO7d2/7Oo3/D84pUyUPHDjAK6+8Atz+BePo0aP2dUeOHKFb t254e3vj5+dHYGAgBQUFdT4TFhbG3r17nRGqW2oo/88++yxfffUVFosFT09PampqeOKJJ8jPz+fi xYuMGjWK8ePHc+rUqcYK/5HWUO5tNhtFRUUkJycTHR1Ndnb2XZ9R3/9nGsr/HeXl5aSnp/Phhx8C cPToUfLz8xk5ciTx8fEUFxc7NWZ3ExgYSHp6+l3tJ0+eJDAwkKeeegpvb2969OhBbm7uXf1/3759 zg7ZrdSXf29vb9asWWM/m39n7C8oKKCiooKxY8cSFxfHoUOHnB2yW6kv/wD5+fksX76cmJgYli1b Btw9/qv/P7iGcg9gjCElJYXZs2djsVh03ONgb7zxBu+995592WKx2F9r/H9wTpkqWVpaiq+vr33Z YrFQU1ODl5cXpaWl9ikZAD4+PpSWltZp9/Hx4ebNm84I1S01lP8mTZrQsmVLjDGkpaXx4osv0q5d O0pKSnjnnXcYMGAAubm5WK1W1q1b14h78WhqKPfl5eWMHDmSMWPGUFtbS1xcHMHBwer7DtRQ/u/I zs7mjTfesE/HaN++PcHBwfTs2ZONGzeSmprK4sWLnR67u+jfvz/nzp27q11jv3PUl39PT0+eeeYZ AFatWkV5eTm9evXixIkTjBs3jqioKAoLCxk/fjzbtm2r839G/v/qyz/AwIEDiY2NxdfXlylTpvDj jz+q/ztQQ7mH21P1OnbsSPv27QFo1aqVjnsc6M4lIKWlpcTHx/P+++/b12n8f3BOGYl9fX0pKyuz L9tsNvsfgf+7rqysDD8/P3t706ZNKSsr48knn3RGqG6pofwDVFZWkpSUhI+PDx999BEAwcHB9l9H QkJCuHjxIsYYPDw8nBv8I66h3Ddr1oy4uDj7L96hoaEUFBSo7zvQvfo+wKZNm+oUZqGhofZ/k9df f11F20Nyr7H/Tpv6/8Njs9lYsGABp0+fJj09HQ8PD9q1a0ebNm3sr1u0aMGlS5d47rnnGjtct2KM YfTo0faD1N69e3Ps2DH1fyfauHEjcXFx9mUd9zjehQsXmDx5MrGxsYSHh9vbNf4/OKdMlezevTu7 d+8Gbt8A4M5F/wBdunThwIEDVFZWcvPmTU6ePEmnTp3o3r07u3btAmD37t306NHDGaG6pYbyb4xh 0qRJBAUFMXfuXPugtWTJEjIzMwEoKCggICBAg9cDaCj3hYWFxMbGUltbS3V1NXl5eXTu3Fl934Ea yj/AzZs3qaqqqnNQOmvWLLZv3w7Avn376Ny5s/MCfox06NCBoqIirl27RlVVFbm5uXTr1k3934mS k5OprKwkIyPD/mNFdnY2n3zyCQAXL16ktLSUVq1aNWaYbqm0tJRBgwZRVlaGMYb9+/cTHBys/u9E +fn5dO/e3b6s4x7HKikpYezYsVitVt5888066zT+PzgPY4x52F9y585uJ06cwBjDvHnz2L17N4GB gfTt25esrCzWrl2LMYYJEybQv39/SkpKSExMpKysDH9/fxYtWkTz5s0fdqhuqaH822w2EhIS6Nq1 q/39CQkJtG/fHqvVSnl5ORaLheTkZDp06NCIe/FoulffX7FiBdu2baNJkyYMGTKEmJgY9X0Hulf+ jxw5wpdffklGRob9M2fPniUpKQm4fVY0NTWV1q1bN9YuuIVz586RkJBAVlYWmzZtory8nOHDh9vv KmaMITIykhEjRlBRUUFiYiKXLl2iSZMmLFq0SIXDP/R3+Q8ODiYyMpKQkBD7wWlcXBy9e/dm5syZ /PHHH3h4eDBjxow6B7dy/+rr/+vXr2fVqlV4e3vz0ksvER8fr/7vYPXl/sqVK4wZM4YNGzbY33v9 +nUd9zhQamoqW7dutU9FBYiKiqKiokLj/z/glMJNREREREREHpwewC0iIiIiIuLiVLiJiIiIiIi4 OBVuIiIiIiIiLk6Fm4iIiIiIiItT4SYiIiIiIuLinPIAbhERkX9izpw55OXlUV1dzZkzZ+y36Y6L i6OqqgqAmJgYh35nfn4+W7ZswWq1/uNt2Ww2pk6dSlpaGj4+Pg6ITkREHjd6HICIiDwyzp07R1xc HDt37nzo3zVy5EiWLFlCixYtHLK9Xbt2sX//fj744AOHbE9ERB4vmiopIiKPtPT0dNLT0wHo1asX ycnJRERE8Pbbb7N161ZiY2Pp06cPP//8MwBFRUWMGTOGoUOHEhMTw7Fjx+7a5r59+2jVqhUtWrSg uroaq9VKREQEERERZGVlAVBSUsKkSZMYNmwYkZGR7N27F4Br164xefJkBgwYwJAhQ9i3bx8AL7/8 Mt9//z2lpaXOSIuIiLgZFW4iIuI2SkpKCAsLY/369VRWVrJjxw79mqEDAAACyUlEQVRWr17N1KlT yczMBCAxMRGr1cp3331HSkoK06ZNu2s7O3fuJCQkBICDBw9y/fp11q9fz7Jly8jNzQXg448/JjIy km+//ZYvvviC5ORkSktL+fzzzwkMDGTr1q2kpaXx2WefAWCxWAgKCuKnn35yUjZERMSd6Bo3ERFx K2FhYQA8//zz9OjRA4CAgABu3LhBWVkZR48eZebMmfb3l5eXc/XqVfz9/e1tRUVFhIaGAtCxY0dO nz7NuHHjCAsLs0913Lt3L6dOnWLx4sUA1NTUcPbsWX755RcWLlwIQFBQEGvXrrVvNyAggKKiooe4 9yIi4q5UuImIiFvx9va2v7ZYLHXW2Ww2vL292bBhg73tzz//vOs6Ng8PD7y8bv+J9Pf3Jycnhz17 9rBr1y6GDh1KTk4ONpuNzMxM+2eLi4t5+umn8fLywsPDw76tkydP0q5dOzw9PbFYLHh6arKLiIjc P/31EBGRx4afnx9t27a1F2579uxhxIgRd70vMDCQ8+fPA/DDDz9gtVp59dVXmTVrFs2bN+fChQuE hoayevVqAH7//XfCw8OpqKggJCSEnJwc4HbRNn78eHshd/78eQIDA52xqyIi4mZUuImIyGNlwYIF ZGdnEx4ezqJFi/j000/rnCED6NOnD/v37wduT71s2rQpAwcOJCoqisGDBxMUFMSsWbM4fPgw4eHh TJs2jbS0NHx9fYmPj6ewsJDBgwdjtVpJS0vDw8OD2tpajh07Rs+ePRtjt0VE5BGnxwGIiIj8jejo aDIyMmjZsqVDtrdjxw4OHDhAYmKiQ7YnIiKPF51xExER+RtJSUmsWLHCIduy2WxkZ2czefJkh2xP REQePzrjJiIiIiIi4uJ0xk1ERERERMTFqXATERERERFxcSrcREREREREXJwKNxERERERERenwk1E RERERMTFqXATERERERFxcf8LI5emQxl64yMAAAAASUVORK5CYII= " > </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="Log-Energy">Log Energy<a class="anchor-link" href="#Log-Energy">¶</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"> <p>The human perception of sound intensity is logarithmic in nature. To account for this property, we can apply a logarithm function to the energy before taking the first-order difference.</p> <p>Because $\log(x)$ diverges as $x$ approaches zero, a common alternative is to use $\log(1 + \lambda x)$. This function equals zero when $x$ is zero, but it behaves like $\log(\lambda x)$ when $\lambda x$ is large. This operation is sometimes called <strong>logarithmic compression</strong> (FMP, p. 310).</p> </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-ipython2"><pre><span></span><span class="n">log_rmse</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">log1p</span><span class="p">(</span><span class="mi">10</span><span class="o">*</span><span class="n">rmse</span><span class="p">)</span> <span class="n">log_rmse_diff</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">zeros_like</span><span class="p">(</span><span class="n">log_rmse</span><span class="p">)</span> <span class="n">log_rmse_diff</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">diff</span><span class="p">(</span><span class="n">log_rmse</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 [11]:</div> <div class="inner_cell"> <div class="input_area"> <div class=" highlight hl-ipython2"><pre><span></span><span class="n">log_energy_novelty</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">max</span><span class="p">([</span><span class="n">numpy</span><span class="o">.</span><span class="n">zeros_like</span><span class="p">(</span><span class="n">log_rmse_diff</span><span class="p">),</span> <span class="n">log_rmse_diff</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</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 [12]:</div> <div class="inner_cell"> <div class="input_area"> <div class=" highlight hl-ipython2"><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">6</span><span class="p">))</span> <span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">log_rmse</span><span class="p">,</span> <span class="s1">'b--'</span><span class="p">,</span> <span class="n">t</span><span class="p">,</span> <span class="n">log_rmse_diff</span><span class="p">,</span> <span class="s1">'g--^'</span><span class="p">,</span> <span class="n">t</span><span class="p">,</span> <span class="n">log_energy_novelty</span><span class="p">,</span> <span class="s1">'r-'</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">0</span><span class="p">,</span> <span class="n">t</span><span class="o">.</span><span class="n">max</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">'Time (sec)'</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="s1">'log RMSE'</span><span class="p">,</span> <span class="s1">'delta log RMSE'</span><span class="p">,</span> <span class="s1">'log energy novelty'</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[12]:</div> <div class="output_text output_subarea output_execute_result"> <pre><matplotlib.legend.Legend at 0x119ac3e50></pre> </div> </div> <div class="output_area"> <div class="prompt"></div> <div class="output_png output_subarea "> <img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA24AAAFyCAYAAACN2omuAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd8FHX++PHX7GZ30xMISSgpkEDoBASshzSlKNgAERX1 9OQElVOx4IkVFVABBURAUQ8riH5/gg0VbIAiRbrSW2gJaZu6dX5/DBvABEjZZHcn7+fjcQ8vuzuz nwyTmXl/yvutqKqqIoQQQgghhBDCbxl83QAhhBBCCCGEEOcmgZsQQgghhBBC+DkJ3IQQQgghhBDC z0ngJoQQQgghhBB+TgI3IYQQQgghhPBzErgJIYQQQgghhJ8L8nUDPJxOF7m5xb5uRr3VoEGoHH8f kuPvO3LsfUuOv2/J8fctOf6+Jcfft+T4Vyw2NuKs7/nNiFtQkNHXTajX5Pj7lhx/35Fj71ty/H1L jr9vyfH3LTn+viXHv+r8JnATQgghhBBCCFExCdyEEEIIIYQQws9J4CaEEEIIIYQQfk4CNyGEEEII IYTwcxK4CSGEEEIIIYSfk8BNCCGEEEIIIfycBG5CCCGEEEII4ef8pgC3EEIIIYQQwv989dVSDhzY z+jR91d7H716XUyHDp0AcLmcGAwKTzzxHE2bNmPo0MEkJ7dg6tQZZZ//+OP3mTXrVVauXIfNVsor r0zmxIksFEUhLCychx8eT1RUNEOHDiY+vjGKopRte999D9KmTdvq/8J+SgI3IYQQQgghRK2KjIxi 1qx5ZT8vX/4lH3/8Pg899BgAWVnHycvLIzo6GoBff11NREQkAF9+uZSGDWN44olnAFi06EPeeect HnjgYQCmTZuFxWKpw9/GNyRwE0IIIYQQIoB07RpW7rXrr3cwYYK9Wu+vX19U6e/+6KP3Wb78W4xG I+npXRgzZix5eXk8++wTOBwOEhOT2bBhLQsX/r9z7ufIkSNlgRlA795X8MMP33P99UM5cGA/zZo1 Y9++PQA0btyEL774f3TsmE6XLhcwZMhwVFWtdJv1QgI3IYQQQgghxHnt2bObFSu+Y86ctzEajTzx xKOsWvUL69f/To8evbjhhmGsXfsba9f+Vm5bqzWf++4bRXFxEfn5+QwcOIBbbrmz7P0rrujPSy+9 wPXXD2XZsq/o128gK1f+DMCll/4Dh8POl19+zosvPktKSioPPvgoqaktAXjoofvKpkoajUZee+2N OjgadU8CNyGEEEIIIQLI+UbIavr+2Rw4sJ/27TsSFKSFEOnpndm3bw/79+9n4MBBAHTq1KXCbT1T JV0uFy+++Awmk4nQ0NCy9+Pi4lFVlePHj7Flyybuvnt02Xtbt26ma9cL6dmzDy6Xi2XLvuKFF57h 7bffB+rPVEnJKimEEEIIUUt271aYPNnMli3yyCUCX3Jyc7Zv34rT6URVVTZu/IPExGRSUlLZunUL ANu2bTnnPoxGI48++gTfffcdq1evPOO9K67ox6xZr9KhQ6czko18//0yPvxwQdn2qamtMJvNXv7t /J+MuAkhhBBC1JLVq4OYNs1CUpKbjh3dvm6OEDWSmtqSPn2uYPTou1BVlU6d0rn88l6kp3dh4sSn WLHiOxo1ii0bkTsbiyWYF154gYcffpQuXbqWvd679xW8+uorvPPOh2d8ftSoMUyb9hJ33HEzISHB BAeHMH78k2Xvnz5VEmDYsBH07NnbS7+1/1BUP1rZl5VV4Osm1FuxsRFy/H1Ijr/vyLH3LTn+viXH v/aNG2fhvffMjB1ro2lTlTvvdJS9J8fft+T4e8+vv64kOroBbdu2Z+3aNbz33jvMmDHnnNvI8a9Y bGzEWd+TEbd6QlW1/xlkpoYQQghRZ7ZsMQLw/vsmHA6FG290EB7u40YJ4WVNmjRj0qTnMBqNuN3u sjT9wrskcKsH3G7o0SOUnByF/v2d3HKLg+7dZbqGEEIIUZscDti+3UB6uouBA51Mnmzhww9NjBrl OP/GQgSQ5s1bMHfuO75uhu7J+Es9YLXCrl1GsrMNfPihmU2btN6/nBz47LMgrFYfN1AIIYTQoQMH FFQVOnVycfvtDoKDVd5804zL5euWCSECkQRu9UBOjrZYc8QIB198UcR11zkBWLYsiHvuCaFt23AG DoT//c9EYaEvWyqEEELoR8uWKnv3FvLEEzZiYlSGDXNw4ICBZctkwpMQoupqFLht2rSJkSNHlnv9 nXfe4eqrr2bkyJGMHDmSvXv31uRrhBf07u2kUycXF17oplEjLR/NxRe7eOwxG23auPnmG3jkkWD+ +99gH7dUCCGE0A+LBRo21P7/3Xc7aNbMjd3u2zYJIQJTtbt83nzzTZYsWUJISEi597Zt28aUKVPo 0KFDjRonvCMlRWXhwpJyr7dooTJunJ1x4+wUF0dw4YVuGXETQgghvOSxxyyEhsJTT9lQFGjTxs26 dUUYjb5umRAiEFV7xC0pKYmZM2dW+N62bduYN28eI0aMYO7cudVunKg7ycmwcWMRb79d6uumCCGE EAHP6YSPPzbxww9GTisvhdEIdjusWSPRm6hd64+vZfmBb72+X5vNxtChg8/6/oYN63j66ccB+Omn HzhxIqtS+73vvlEcOLC/2u366qul3HDD1dx33yjuu28Ud9xxM1OnTilr0z/+0Y3ly888HrfffhMv vPAMANu3b+XBB+/lgQfG8J//jOajj94v23bQoCvL9nvffaOYMOGxarezJqo94ta/f38yMjIqfO/q q6/m5ptvJjw8nPvuu48ffviB3r3PXwTvXHULRPXNmAHTp8OCBdCjx9k/16SJHH9fkvPfd+TY+5Yc f9+S4187tm2DkhK46CJjuWPcty/88gscOCD3Xl/T8/n/3i/z+ePoHwy94FqCDN5bV2mzmTEaDWc9 dtHRoVgsJmJjI/j880/o0qX9WT97+utmcxANGoRW+98kIiKYa6+9hocf1koRuN1ubr75Zo4d2090 dCgpKSn8/PNybrppCAA7duzAbrcRHKy1debMqUyZMoXU1FQcDgc33XQTV1zRk+joUC699BKmT59e rXZ5k9dXx6qqyu23305EhHbQe/bsyfbt2ysVuEkRvtqxc6eF/fvNFBUVkZVVcRmA2NgI1qwp5IEH gunZ08W4cTIBvy5JEUrfkWPvW3L8fUuOf+358ccgIIS0tFKyss5M/z9woIkVK4KZPRvGjpXj7yuB fP53fa/8cqTrWw5lwiXPAND5f205UnQYgNiX4ogwR5zx/t+3Xz9y6zm/r7i4mOeem0BBQQHNmiXg crnJyipgz57dvPrqy6iqSlRUFI8//jR5ecXYbA4+//xrtm/fzrhxDzN79nzmz5/LX39tp7i4mObN WzB9+itnHH+73UlubjF79x5h4sQnKSoqwuVycffdo+natTurVv3C/PlzCAsLJyIiktTUltx117/L ti8oKKW42F62z8LCQnJz83E4DOTlFdOiRSqHDh1k794jRERE8PHHi+nbtz/Hjx8jK6uAmJg43nrr Ha666hpatUpj5sw3MZlMHDq0DpvNUWfnyrkCV69nlSwsLGTQoEEUFRWhqipr1qyRtW4+lp2tzdFo 2FA95+caNVJZs8bIypUyfUMIIfTAbtem7Im65ym83bFj+dz/w4Y5aNBAZc4cbVROCG8rdJwKMqy2 fFxqzWpQfP31Ulq0SOX119/k2muHlL0+ZcrzPPTQY8yaNY9LLrmMDz74X9l7l176D1q2TGPChOew 221ERETw6quzmTPnbbZt28Lx48cr/K7//W8+3bpdxOuvv8nEiZOZPHkiLpeLV199hVdemcHMmXOx WCwVbvvdd99w332juOmmGxg79h5uu+1OEhOTyt6//PLe/PzzD6iqyp9/bqNDh05l7z3++JM0bBjD 1KmTGDy4H7NmTcd+MpPQ+vXrzpgq+eGHC2p0PKvLayNuS5cupbi4mOHDh/Pggw9y2223YTabueSS S+jZs6e3vkZUg6ccQEzMuQO3yEho3drNH38YcTohSLIVCyFEwCoogO7dw8jLU0hNdZOa6iYlRWXo UAcdOrhxu0E9921B1IDLBZGRKu3bl5/pEhoKt99u59VXLSxebGLkSCnILarmXCNkdped4KAQrHat UK8bN1e1GFQ22na+7Suyb99eLrroEgDat+9A0MmHxAMH9jF16mQAXC4niYnJFW5vsQSTm5vL00// l9DQUEpKSnA4HFQUfx04sI9+/QYAEBsbR2hoGFlZmYSFhdGwYQwA6emdyc7OLrftlVcOYPTo+zly 5DDjxt1PUlJSufenTp1M06bNSE/vUva6zWZjx46/uOOOf3HHHf8iPz+PSZOeY8mSz0hJaUnXrt14 9tlJVTpmtaFGI24JCQksWrQIgMGDBzN8+HAArrvuOj799FM++ugjxo4dW/NWihrJzlYIClKJqMSU 4a5dXRQXK/z1l5T4E0KIQJaXpxAfr+J2K2RmGvjmGxOzZ5s5eFC7vq9caSQqCvr3D+X33+Wa720v vmhj585CwsIqfv+f/3QQFARffSW9pMK7Pt/9GZnFZ45mvbttPrtyd1Z7n0lJzdm6dQsAO3f+hfPk UH5SUjITJjzHrFnzGD16LJdcctkZ2xkMBtxuN7/9torMzOM8++yLjBp1LzZbKepZeo6Sk1uwadNG ALKyMikosBIT04ji4iJyc3MB2Lbt3IFn06bNeOihx3jyyfGUlp5KvNesWQIlJSUsXvwx/foNPKOd Eyc+xd69uwGIioqmceMmmEzmqhymWidXi3qgSxcX8fHuM7JanU23bm4++ADWrTPSoUPF6+GEEEL4 v8RElZ9+Kga0kbWcHIU9exRatdKu7U4nJCbCH38YWbDAzIUXSlZhbzOcIx5u0kRl1SpISpK5ksK7 5m8pn9Hd6Xby1KrH+WjQp9Xa5w03DGPSpGcZPfoukpObYzKZABg37nGef/4p3G7tujJ+/JNnZJHs 0KETzz//NFOmTOPdd+czatQdmM1mmjZtRmZmJklJ0eW+67bb/smkSc/x44/LsdlsPProE5hMJh58 8FEeeeQ/hIWFo6puEhISz9nm7t0volu3C5k/f+4ZAWXfvleybNlXJCUlc+SItg7QZDLx3HOTePnl F3E6XSiKQtu27bj66mvYvHlj2VTJ002dOgOLpW7rHyvq2cJdHwjUBaJ64Fmgu3OngYcftnDXXQ6u vVYWRtSVQF4gHejk2PuWHH/fiomJIDJSpVkzNytXFvu6ObqxdGkQM2aYmTDBRs+eZ19b5Dn/ZXmC b8j1x7eqevzfe+8dhg+/BbPZzHPPPUn37hcxcOCgWmyhb9RpchIR2NLS3CxZUiJBmxBCBLiFC4O4 9NJQfvjh7AmnDAZIT3exa5eBwsI6bJzObdhgZNMmI+ZKzLJatCiI9PQwdu6URzIhziU0NJR///sO Ro++E1VV6du3n6+bVOekf0fnMjMVevQIY+hQBy+8YKv0dqWl2g29MjcdIYQQ/ufwYQO7dxvPm4Bk wAAnzZqpFBYqhIf7zSScgLZ5sxaEdehw/kx+YWGQlWVg7lwTU6dW/j4tRH0zZMhwhgwZ7utm+JR0 7+hcTo5Cbq6CowoJq95910Rqajg//yxlAYQQIlDl5lYuo/A99zh4/fVSGjeWoM0bVFUrBZCS4q5U UrABA5wkJbn55BNTWfkeIYSoiARuOlfZGm6nS0x043AorFsngZsQQgQqTymYBg3Of/1XVSRo8JKD BxXy8hTS0ytXN8tohLvvtlNaqvD++6Zabp0QIpBJ4KZzla3hdroLLtBuNhK4CSFE4PKMuFWm465H j1D69w+t7SbVCyUlCn36OLnkksoXPB4xwkFIiMoHH5hwS0JnIcRZyBo3navOiFuDBtCypYsNG4y4 XFpvoBBCiMCSluamoMB51jpip0tMVFm+3MiJEwqNGsmUyZpo08bNxx9XLcV/ZCQ88YSNhARViqIL Ic5KRtx0rkkTNwMGOGjRompdeF27uiksVNi1S04RIYQIRM88Y2Pp0pJK1fDs3FkbHdq0Sa75NWW3 V2+7UaMcXHWVUzpLhV/66qulvPHGTF83w29dc01/APbs2c3GjRtq7XvkCq1z/fu7WLCglAsuqFrg ds01Dh56yCYZxoQQoh7o0kUL3P74Q6KGmlBV6NIljGHDQqq1fUaGwpQpZnJyvNwwIUSd+PHH5ezf v7fW9i9TJUWFrrzSxZVXVn5+vhBCCP/hckHXrmFcfrmLGTNKz/v59HStc2/jRgncauLoUYWsLAPh 4dW7fy5ZEsTUqRYaNFAZNaoK6aBFvRL2zAQsS/+fV/dpG3wdRc88X6nPfvTR+yxf/i1Go5H09C6M GTOWvLw8nn32CRwOB4mJyWzYsJaFC89s4+LFH/Pdd8tQFIW+ffsxZszdvPDCM5hMJo4dO0p29gn+ +99naN26DStWfM/ChR9gMBjo1Kkzo0ffz/z5c9m6dTMlJSWMH/8kP/64nJ9//oHo6AaUlpbyr3/d w7x5s3n00SdISUnl119XsXr1SsaNe6ysDffdN4pWrVqzd+8eiosLmThxCo0bN6nwd7rrrpE8//wU mjRpyooV37N580b+9a97mDz5OfLz8wF44IFHSE1tCUBWViZff/0FQUEm0tLaMH36S7z55gIAnnrq cUaMuJW2bdvX6N9JRtx07tZbQ+jQIQxbNUrDFBbCunVyigghRKDJy1M4csSA1Vq5z8fHq9x3n41h wyRYqIlNm7TA1xMIV9WNNzoxmVTef98ka92EX9qzZzcrVnzHnDlvM2fO22RkHGLVql9YsGA+PXr0 YtasefTp0xeX68zOi3379rJ8+XfMnv0Ws2e/xS+//MjevdrIVOPGTZg2bRZDhgxnyZLPsFrzefvt ubz22hu88cZ8TpzIZO3a3wBITm7BnDlv43A4+O231bz55gImTXqF7OwTAAwefB3ffPMFAF9+uYRB g64t9zu0bdue116bTbduF/Hdd8vO+jsNGnQt33zzJQBff72Ua665jgUL3qZr1wuZOXMujz76BK+8 Mqlsv7GxcQwcOIibbrqZdu06YLEEs2/fXqzWfI4ePVzjoA1kxE33jh9XKCxUsFiqvu3tt4ewcqWR XbsKiYz0ftuEEELUjtxc7b9VSUz11FPVXJwlyngKb3fqVL0Rt0aNVAYOdLJkiYn16w106yYpJkV5 Rc88X+nRMW87cGA/7dt3JChICyHS0zuzb98e9u/fz8CBgwDo1KlLue327t3D8ePH+M9/RgNQUFDA wYMHAWjVqjUAcXHxbNmyiYyMQ+Tl5fLww2MBKC4u5vDhwwAkJSWfbMc+2rZtj9FoxGg00qZNWwD6 9u3HnXfewogRI8nMPE7r1m3KtSUtTfu++Ph4srOzz/o7XX/9UMaM+ReDB19HUVERKSkt2bt3Nxs2 rGP58m/Lfo+zGTz4Or7+einx8Y3p1++qSh/jc5HhFJ3LzlaqdOM+3QUXuFBVhQ0bZOqMEEIEkuxs 7fZemRpuHi4X/PWXgUOHpJ5bdW3Zot0vO3SofsB1663aqKfUdBP+KDm5Odu3b8XpdKKqKhs3/kFi YjIpKals3boFgG3btpTbLikpmebNU5g5cy6zZs3jqqsGkZaWBoDytwxKTZo0Iy4unldfnc2sWfMY OnQ47dt3AMBg0D7bokUqf/21Dbfbjd1uZ+fOHQAEBwdzwQXdePXVV+jfv+Jg6e/fd7bfKSwsnNat 2zJjxjSuumpw2WdvvPFmZs2ax8SJk+nXb8AZ+zIYDLjd2nW3V6++/P77Gn7++Uf69x9Y+YN8DjLi pnM5OQotW1bvBtKt26l6br16yXo3IYQIFJ4Rt6oEbqtWGRk6NJSxY21MmCCjb9XRp4+T2Fg3cXHV n+d4+eUukpPd5OYqqCqVygoqRF1JTW1Jnz5XMHr0XaiqSqdO6Vx+eS/S07swceJTrFjxHY0axZaN Xnm0apVGt27dGTPmLux2B23btic+Pr7C72jQoAHDh9/CffeNwuVy0aRJU/r0ubJcOy6++DL+/e87 iIqKJigoqOw7Bw++ntGj7+Lhhx+v0e+k7es6xo0by+OPPwXAbbfdyeTJE1my5DOKi4u4885RZ+yr deu2zJ79Gs2bt+CCC7rRuXMXcnNziYyMqlRbzkdRVf+ZRZ2VdfbhRlF1xcXQvHkEvXs7Wbjw3DVl YmMjyh3/rCyF9u3D6dvXyUcfVa0mjaiaio6/qBty7H1Ljn/tWL3ayKuvmrnzTjsDBpy94+3045+f D61aRdCjh5NPP5Vrfl042/lfVESl6u+JmpHrj/f8+utKoqMb0LZte9auXcN7773DjBlzzrlNTY5/ bm4OP/ywnBtuGIbdbmfkyBt57bU5NG7cmD//3MbixQt58snnqrVvb3rllcn07t2Xrl27V3qb2NiI s74nI2465nTC0KEO2rat3ohbbKxKcrKb9euNuN1gkIm1QggREC691MWll1Yt+IqKgpQUN5s2yTW/ OrKztaGxmJia94d7grasLIXYWL/pXxfirJo0acakSc9hNBpxu9088MDDtfp9UVHR/PXXdv71r9tQ FBg06DoaN27Mp58u5Msvl/D88y/V6vdXxoMP3kujRrFVCtrOR0bcBHD2Xo+vvgoiPFzlsstcUhS0 Fkmvn+/IsfctOf6+9ffjf889wXz2mYlffy0kNdVvHg8CwrRpZiZPtvDxx8X06VO55QXnOv+nTzfz 0ktmvvuuuEZr5sTZyfXHt+T4V+xcI27Sn6Zj3gjJr7rKyeWXS9AmhBCB5MknLXTtGsbBg1VbICWF uKvPk1GyXTvvBFlt27pwuRRJUiKEKCOBm4793/8F0bx5OIsWVX9GrMMBK1YYWbZMbuJCCBEoMjIU Dh0yEBpate369XMyZ04JPXpIQqqq2rLFSGysm/h474xUXnGFi/h4N4sXmyiRJYdCCCRw07WcHIXi YoWQkJrt5447Qpg8uRqF4IQQQvhEbq420hYdXbUgokULlRtucHot+KgvcnLg0CEDnTq5vZYFMigI RoxwYLUqLF0qKQmEEBK46dqJE9rdo7p13ABMJkhPd/HnnwYKC73VMiGEELUpN1chKkolqBrP+3/9 ZeCdd0w4nd5vl15t3qzNSklP9+5I5YgRUtNNCHGKBG46lpNT88ANoFs3N263wsaNMl1SCCECQU6O UqUabqebN8/EY48Fs2OHPCJUVsuWbl54oZQBA7wb7bZoofLyy6VMn17q1f0KIQKTXJV1zFuBW9eu Wg/i+vUSuAkhRCC47DIXvXpVL4hIT9eSa0iCkspLSFC5+24HnTt7P/vj7bc7JMOnEAKQwE3XLrzQ xTXXOLww4uYJ3OR0EYFv504D771nwiW5F4SOzZlTyksv2aq17anMknLNr6zly41kZHhpcVsFVq0y MnZsMHZ7rX2FECIAyFVZx0aNcvDWW6WYajg1vnFjla++KmLuXJmqIQLfM89YGDcumJ9/ltEEISrS tq0bi0WV6fGVlJ8PI0aE8sADwbX2Hd98E8THH5tYtkySlAhRn0ngpmPeHFHo1s1d4+yUQvjaDz8Y +f77IP7xDyfp6S6v1DoUwt9s2WKgdetwpk83V2t7kwk6dHDz558GSqW/7ry2bNEC3E6dam8Y/9Zb JUmJEEICN91SVWjePJyhQ70Tbe3dqzBxopmffpIeWBGYnE54+mkLiqJitSq0aRPBsWO1N7VJCF85 cUIhN1epUcfE1KmlbNhQRHDtDSLphqfwtmdtYG1o3dpN9+4ufvzRWOWi6kII/ZDATacKC8FmU7x2 083JUZg508LXX8s0DRGY3n/fxF9/Gbn5ZgdXXqklbZCseUKPPDXcqptVEqBdOzeNG8uQdGV4SgF0 7Fi7C2dvu82Oqircf38wDketfpUQwk/JU4tOZWd7J6OkR8eObsxmVTJLioAVF6fSpo2L8ePtpKVp PeM7d8olUOiPJ3CryfW/tBRmzzbx9tsyNe98tmwxEBGh0rx57Qa6w4Y5ufZaB1dc4apWfb767uBB hd69Q/n2W3mOEYFL/vR1ytuBm8WiBW+bNhkoLobQUK/sVog6c9VVTgYOdKIolAVuMuIm9MhTCqYm I25mM7zyioUmTdzceacM75zLnDmlHDmiYKjly4nBAPPmlaKcnClptUJkZO1+p56MGxfMtm1Gli0L ol8/SSssApM8teiUt2q4na5bNxdOp1I2LUSIQLB/v8LMmWZsNsoeeFJT3RgMqoy4CV1KSXEzYICD hITqr7kyGCA93cXu3QYKCrzYOB3q2NFN//51Ewh4rmGrVhnp3j2cL7+U/vfKOHBAYdUqI61auapd JkMIfyBPLToVF6dyyy120tO9dzPp1s1FcLDKoUPanaNnz1B69gylV69Q+vYN5corQ5k2rXpZzISo LRMnWpg40cK33556wAkOhvvvt3PjjdUrUCyEPxsyxMmCBaWkpNSs465zZzeqqrBpk3TWnU12tsLi xUH8+WfdPk5FRqrYbHDvvcFlyVHE2c2YYcbpVHjoITsGA5JRWAQs+WvXqfR0N9On2+jZ03uB24AB TnbvLmTYMO1hNzNT4dgxAxkZBvbtM7Brl0Gy9Am/8ttvRpYuNdG1q4tBg84M0p54ws7IkTIFTIiz OVWIWwK3s9m508CYMSF8/nndjnx17Ohm9uxSSkrg1ltD5N57DtnZCgsXmkhNdZOZqdCuXRhbtsjj rwhMMsauUzabtkZB8eK13GI58+c//ywq95niYm1Be2ysWhbgCeELbjc89ZR20k6cWFrub8HthkOH an9dihB17eqrQzl+XGHduvLX6Kro3FkL3DIyJCg4G6tV+29ERN0P4Vx1lZMnn7Tx3HPBjBwZwuef F8v68wrExKh8/XUxVqvCrl0GsrMNbNtmoFOn2ivfIERtkUcWnRo/3kKzZuHs3Vu3N9ygIHj2WYsU CRU+t3hxEBs3GrnhBgfdupW/QX/2WRDdu4ezcKEPGidELTp+XPFKuvjERJUdOwqYMkXWBJ2N1ard YyMifPP9997r4Oab7cTFqbglDinHMyWyY0c3l13mokMHrTNi2zYZRRaBSUbcdCo7W8HpVGqUVaw6 zGZo3Fgv9LW1AAAgAElEQVQlI0P6BIRvNW2q0rmziwkTKn7o9GSW3L69LlslRO3LyVFISqr5U7yi QIMGXmiQjnkCt8hI3yyaUhR4+WUbBgMYjeB0IqUCTvPEExZycxVefLGUBg2gbVs3iqKydas8o4jA JGeuTuXkKBgMKlFRdf/dCQkqR44oOGWmpPChf/zDxbJlxSQkVPxA1bKldgOXwE3oid0OhYUKMTHe CSRWrzYycmQIK1fKCEVFCgp8G7gBmExa0HbsmMLAgaEsXCiRG8DRowoLFphYt85YNiIaFgYpKSrb thklQYkISBK46VROjkLDhqpP1u8kJrpxuRRZLC184uhRhRdeMFNQcO41nqGh2lQwCdyEnniKb3tr tkVhISxbFsSvv0rgVpEbb3Tw6afFZesBfamwEPbvNzBuXHCdL5PwRzNnmrHbFR580HbGKOS11zq4 5hoHJSW+a5sQ1SWBm055AjdfSEzUpujIdEnhCy+8YOG11yyVqm+Ulubm+HHIza2DhglRBxQFhgxx cMkl3gkkOnfWrucbN0rgVpGmTVV69HDRsKGvWwItW6o8+qgNu11h3br6/e91/LjCe++ZSEpyl0uU Nn68nalTbZLIRQQkGU/XqeHDnURF+SZwGz3azujRdlkbIeqc3a4lJWnVylWprKZ33GFnxIggTJJL R+hEXJzKG2+UenV/zZq5+eMPA6p65ii2wwFbthjYvt3IrbfWz9Iav/xi5MQJhauucpbLvOwLqala oH3oUP3uOJ01y4zNpvCf/9gqvL67XNoIZWxs3bdNiJqQwE2nnn3Wd1nA/KHnUdRP+fkKbrdC69Zu jJXocO7Xz0VsLGRl1X7bhKgLfw+uvKFzZxdffmniyBEFq1Xh66+1qZNr1xopLta+bMAAJ66Tg3zx 8fVn8dCcOWa++y6IvXsL/CJw8ySlqe8lHP75TzsAw4eX71A4cUKhW7cwevd28sUXdd0yIWqmfnfJ 6JTDodVT85WCApg82cyHH0q/gKhbBQXafyubKMDphI0bYfNmuRQKffjgAxPNm4ezdKn3rr/durlo 29ZFdrbCDz8YmTzZwk8/BZGY6Ob22+3MmVPCjh0GOnYMZ+ZMs9e+NxBYrWAwqISF+bolmmbNVG69 1c4//uH7NXe+lJKiMnGiDXMFp2NMjEpwsColAURAkidrHVq/3sg114Ty0EM2xo+31/n3GwwwbZqF nj2d3HyzpJYUdaeoSMumWtmaSiUl0KUL9OplYdEiWakuAl9OjkJxsUJwsPdGve6918G992ojF1FR KsnJJVx0kYtGjU59R16e9t+9e+tXJ4jVqhAR4f1RzuoKCYFp0+pv3b3MTIXx4y08+KCdjh0rLomh KNC+vZtffgkqK6AuRKCQwE2HsrO9m1WsqsLCICbGXe/n2Iu617Gjm6NHCytdiiIiApo1g1275FwV +uDtrJJ/l5yskpxc/g8sOhoaNnSzb1/9+lsqKFB8WgqgIm63FsDExfkms7QvvfGGmS++MHHZZa6z Bm4A7dq5+eUX2LIF0tLqsIFC1FA9+5OuH3JytBu3r7JKglbL7fBhBXfNa8AKUSWKQpWSjbRrB4cP G8qmWQoRyDwZUn1x/W/RQuXAgfpVw9NqVQgP96/AbcyYYDp1Cq93JXlOnFB45x0TjRu7ueWWcyfL 6dBBm0q6cWNdtEwI75HATYc8gZu3CrBWR0KCG5tNISurft04hG+tXm3kwQctbNhQ+Utbu3baf2XU TeiB5/rvixkXLVq4cTqVepUYY9GiYqZP914WT29o1kzrMT14sH5d0+bMMVFcrDB2rJ3g4HN/tnt3 F6NH2+natW7aJoS3yFRJHTpxwj9G3BRF5dgxpV5lGBO+tW2bgQ8+MNOnj4sLLqjccK8ncNu501Dp bYTwVxdf7MJshqiouv/uoUMddO3qqvQaUz3wx2tGYqJ2z61PAXRhIcyfbyY+3l2p0hQpKSrPPmsj NtYsWYVFQJHATYcuvtiFw2GnaVPfBUyPPWbjyScrzugkRG2xWrUHlYiIyp/7/fvD/PklXHhh/c7C JvRhzBgH4Juaan36uID683dUUABLlpho27byHUV1wVMSoD6tMy8uVhg61EF6uvu8o20epaWwfr22 zrky5WOE8AcSuOnQ1Vc7ufpq3y4yCA/36deLesoTuFUlWUByMgweXI8W5Qhdc7l89xDqcmlZJV0u aNPGfwKZ2pKRYeDBB4O54w47F1zgP5kcExK069+hQ/VnxC0uTuXll6v2b/DII8EsXAirVyu0bCkz g0RgqD/dMfVIbq5Wy82XsrMVHn/cwoIFVcgSIUQNVbWOm8f69QYWLZJ+LBHYVBWSksK58cYQn3x/ QQFcdlkYEyf6QSXqOlDd601tS0hwM2aMnX796k+HlNNJWQH4ymrfXttg61YZbhOBQwI3HbryyjC6 dfNtNVCjUWX+fDPffisPw6Lu2GwKNFvDxqJvq7Td889buP/+YJ8WrheipqxWcDgULD6Km6KjtaQo 9aWWW0GBZ4Tfxw35m9BQeOYZGwMG1J9pq59+GkSTJhF8/HHlnznat9dGhbdurR/nq9AHOVt1KCdH 8WliEtAWxoeHq/VqqobwvddfL+X6KVN5dft/cbor39ucluZGVRX27JFLoghcvswo6ZGS4ubgwfpR EsAzNTs3bA3LD1Sts6i2FRXBjh2GelOSx/NvEVaFPmvPiNu2bTLiJgKHPKXojM0GhYWKT0sBgFZL KzFRK8Kt+tcsEqFjx4uO0Xn+p7RdvYN3t75V6e3S0rSnmx075JIoAldtF9+ujObN3Tgc9aMkgCdY +F2ZzdOrn6hSZ1Fte+CBYHr0COP4cf3/OwDk52u/Z1RU5c/9hg0hIUFG3ERgkbNVZzw3bl8HbqAt kC4sVMjP93VLRH3x71ff4Kkf3Dz0K7y8dhK5pTmV2q51ay1w27lTLokicPnD9T8lRftb2rdP/39L V1/tZMFne7jsx0VEbalaZ1FtS0z0ZJaUwO1cJk+GKVNs0sEsAob+r6z1THa272u4eSQkuAkLU8nK ktNM1D67y84B+wIAoksh15bLy2snVWpbGXETehAXp3LLLXY6dfLd2qarrnLy+usltGun/zl6jRqp bM55lunfqPz3l6p1FtW2U5kl68c1rbqB2y23aOesUj/iW6ED9eMvuh6JjlYZO9ZGr16+n7IxcaKN vXsLadVK/zdw4Xuf7/6MCEM2AA1Ktdfe3TafXbk7z7ttbKzKJ58U89JL/pPSW4iq6tjRzfTpNnr1 8l3g1r69m2HDnMTH+77zsLb9tNLFj398BUBcUdU6i2pbfavldumlTm691V7l0eaSEli1ysjmzfXj OInAJ2eqzjRrpjJhgp3+/X2fTcpsRnqxRJ15a8tcIk/GXdEnAzen28lTqx4/77aKAj17uurFw6bQ L7sdn0/5UlVYt87AypX6T/jw8lf/D2Op1lkUezIjbWU7i2pbYmL9quV2001Opk2zERFRte0yMuD6 60OZM8dcOw0TwsskcNMZq1Wr4+YPmaSOHlUYMyaYt9+WWm6i9i268geivnwRgAg7HPlXJpljrHw0 6NNKbb91q4EZM8z15kFH6M+ECRaaNQv36ZRfRYFbbgnlscf0X8ttR/Rsok52FsUWaf+tbGdRbUtM dPP44zauu873s2/qQnFx9TotUlMhNFRl2zZ5HBaBQc5UnZk710zr1hGsWuX73k6jERYvNtWLnlfh e0VFCjGGwlM/nzhUpe1XrTLy/PMWNmyQ81UEptxcBadTqfI6H29r0cLNgQOGKhdEDjQdfl1N1A8P AhBtgyN3HqtSZ1FtCg2FBx+006OHzv8RTurRI4zu3atev9ZggHbt3OzaZcAmM+VFAJDATWc8dXz8 ITlJbKxKcLBab+bYC99q2lRl3rgmZT8Xnsio0vaSoEQEOn+o4wZa4Ga3678kgNWqEGPOLvvZnJvn w9aUl5Wl8Pvv9aOWW36+Qnh49c779u1dOJ2KZBUWAUHOUp3x3Lj9oRyAomhr7vR+8xb+QykoKPv/ ruysKm0rJQFEoMvNVQgLU7H4eJZiixb1oySA1aoQY8ot+1k5ccKHrSlv/HgLgwaFkZWl73uwy6X9 W1R3pLlDB+18lemSIhDIWaoznnIAvu5x9UhIcJOdbaCoyNctEXq3caOBDz9fVfZzqtKoSts3aaIS Hq5K4CYCVm6u4hezLTyB2969+v5beu+9ErqnnUr/v2vXSh+2prz6kqDE019X3cCtXz8nixcXM3Bg /VgPKAJbja6qmzZtYuTIkeVeX7FiBUOGDGH48OEsWrSoJl8hqignR5su4OseV4/kZDdNm7rLAkoh asuePQaKsw+X/axYq1b5XVG0Ube9ew045f4tAtCQIQ6GDXP4uhn06OHi/feLufpqff8htWnjJkI9 NcpfcGSPD1tT3qki3PoOoE/VcKve9k2aqFx+uava2wtRl4Kqu+Gbb77JkiVLCAkJOeN1h8PBpEmT WLx4MSEhIYwYMYLevXsTGxtb48aK87vlFgd5ef4TJL38sg1FkRW/ovZZrQqx7lPJSXbsWUULrq/S PubMKaFhQ5Wgal8ZhfCdCRPsvm4CAI0bqzRurO+kGDYbvP++iSGFrYDNALizjvq2UX9TXwK34GD4 97/tdO5c/XNu9Woj69YZuf9+u5QxEn6t2n/NSUlJzJw5s9zre/bsISkpiaioKMxmM127dmXdunU1 aqSovLvucjBunH/cvEHquIm6U1CgEKkWl/2cl7mvyvtITlarXAdICH/gcmkp0f3FypVGFi3Sbw9I Xp7C448Hk73z1Ainku1fa9w8UyUPHtT3jTg+XmXiRBtDhlR/hPftt008/7yFw4f1faxE4Kv2VbV/ //5kZJTP2lZYWEjEaU8+YWFhFBYWlvtcRWJj5YmpJpxOOHwYYmO1VMBVVRvHf88eeOAB6NcP7r/f 67vXFTn/a8blgihnSdnP5qLCSh9Tz+eOHIHXX4cuXWDo0FpppqiAnPs1t3kzpKfDf/4Dr75atW1r 4/hPngwbN8I992ilYfQm+2QySYtxd9lrlvy8ah3L2jr/w8K061m3bmZiY/VbYNpm02rXbjqxhtzS HAa2Glil7WNjI7joIliyBDIywunSpZYaKiok1/+q8Xp3WHh4OEWnZaIoKio6I5A7l6ysgvN/SJzV wYMK3bqFM2yYg9dfL63StrGxEbVy/PPzFb74Ihyz2cFNN1WtTfVJbR3/+qSgwFxWDBfAnZ1bqWN6 +rE/ckThxRfDueEGBz17yvlaF+Tc9449e4xAKCaTjaysys+6qK3jn5AQzO+/m9i4sZCkJN8nTPG2 /fsNQBgG54Gy16LynVU+lrV9/g8bpv03q2pJdgPKhx8G8cADIXR7cTrWsI10jryYIEPlHm89x795 c+3vZ9UqGxdf7D+zlvROrv8VO1cw6/WJz6mpqRw4cIC8vDzsdjvr1q2ji3Rf1Al/quHm0aSJitEo tdxE7XvqKTtdGjRENWjnmqmgciP9p0tMVAkJkcySIvDk5vrX9V/vmSWtVu14R9rsZIYrqAYD7VT/ W8u/b5/C998bdV3LLS9PISjsIOPfW0Tabzt4d+tbVd5H+/ZSEkAEBq+doUuXLmXhwoWYTCbGjx/P XXfdxU033cSQIUOIj4/31teIc/AEbo0a+ceNGyAoSCuMLLXcRF0wFBTgaqwV4Y4orvp6B4MBWrZ0 s3u3AZe+cysInfG3UjApKfqu5VZYqB3vcJsLa6gRtWFDv1vjBjBxooWbbw7VdS03q1Uhrf0LDPlT 5eYt8PLaSeSW5px/w9M0aaLSsKGb7dt1OK9X6EqNpkomJCSUpfsfPHhw2et9+vShT58+NWuZqDLP jdtfelw9EhLc/PabEbsdzPqdZi98bNIkMy/knuB480Ykm820NyWQV439pKW52bLFyKFDCs2b+9ff khBn4xlx85fATe8jbj17Ovn++yIi+7s5GmvhiMtBxNGqJ0SqbQkJ2vmQkaEQH+8f54a3Zec5aNDy I/gdYooh15bLy2sn8WKPlyu9D0WBJUtKaNZMx0OTQhf0eUWtp/xxqiRotbHatHH7VZkCoT/Ll5US 4nRzwuRAjYxCyatO2KadryaTSkaGXB5F4EhPd/HPf9pp3tw/HjzbtXOzZEkxDzygz/VCkZHQoVUh FheUhJrJDFWJKnLisJWcf+M6lJSk/5IA25XFRJ+sp9fw5OF/d9t8duXurNJ+0tLchIV5u3VCeJd+ /5Lroa5dXTzyiI22bf1rjtdLL9n46adi4uL8K6AU+qKWallubeHBZJkdFGYdqtZ+7r7bzoEDhfzj H/71dyTEufTp42LKFBspKf5xnQ0NhYsvdhET4x/t8bY1a4wsfkuLElold6ckKhyA/GN7fdmscjy1 3A4e1O/jXmaL14k+mUsq5mTg5nQ7eWrV41Xaz4EDCs89Z+a772S6pPBf+i2yUg916+amWzd99m4K cT4G2zEAHGGhZJqttC6yked2oxiq9sAiPa4iEFmtEBICJpOvW3LKTz8Z2bDByNixdt2VBPjiiyBW zLVzLxAS0xSbOwM4QuGRPTRKbu/r5pXx1HI7dEi/M17WjlrBpuduB/6PmGLIHGOt1n4KCxVmzbKQ n2/nyiul4074J/12wdRDGRkKx48rqH7WwfnnnwYGDw5h3jw/eqIQuqKqEGQ/CoArPIyScAtmF5QW Vm2BusdTT1l49FGLN5soRK0aPjyU5s3D/er6/9FHJiZNsnDkiP6CBqtVISpYG107YijEGRMDQOnR /b5rVAWaN3cze3YJd97pOP+HA1RuLqi5uQBE2sFRUnSeLSrWqpU2TX7bNp31MghdkcBNR+69N5hO ncL8Lu2vxaKyZk0QW7fKxVDUjtJSiA/W1jgYoxthC9cq0BedyKjW/n76ycgnn5j86iFYiHPJzVWI jlZR/ChG8iQo0WNmSasVosK1NVQ7nEewNE4EIDjPv2pShYbC0KFO2rb1swcDL+rZM4w9y+PKfrZm HjjHp8/ObNbWuf35p2QVFv5Lf1fTeiwnR6FBA9XvpqQ0bXoqq5UQtSEkBD6cGA1At7QrcERo601K sg5Xa39paW6KihRdjhQIfcrNVfwuMZWeM0tarQqRRq2qtRoRRZd2AwBoozbyZbMqtHWrgU8/DdJt R1R+vkJje2jZzzHF1f9FO3RwU1Ki6PKcFfogZ6aOZGf7340bIDgY4uLcus5qJXxPKdDWNagRkRCl BXHuvOpNlUxL0x44d+yQc1b4P5cL8vL8L6Ownmu5FRQoNDSfrNsWFYU7RgvYDCf8r5bbK6+YGT06 hBMn9NcRZbNBSYlCdNDRstdM+fnV3l/79i6Cg1VdrwkUgU1/V9N6yu32zx5Xj8RElSNHFL+bxin0 YdcuA3MWrAZgp+sYF7a9CoBWSvV6v1u31k7UnTvlEin8X34+qKriNzXcPFq00Nqzb5/+HoLffLOE QT21ETdDVAOOBGtryDb+ucyXzaqQJ0GJHme9WK3a72S0rC17LePgpmrv7/bbHezdW0ifPjJXUvgn ySqpE/n54HL5b+DWpYuLoCCVggKIivJ1a4TeZGQoWDO1aZGFIUGoaCeZUs2e17Q0N5GRKjab/h50 hP4YjTB2rK1spNhfNGyo8tNPRSQn+1e7vCE5WaVQ0WpFGqMbYYhtor2RlenDVlXs9FpuXbro69/C c4mPspeWvXb04Gbiq7m/kJCat0mI2iSBm06YTPDcc6UkJPhn4PbiizZfN0HoWGGhQhTaHdzcIJY9 JcfpDGzfs5JUbqry/lq3drNrV6FfJXoQ4myiomDCBP8rBaMo6DYpxty5Jq7JbAksp32LyzA0SQEg JL/Qtw2rgOe54OBB/V3QIiLg/vttRL93KmummlOz6arPPmshM1Ph9ddLz/9hIeqYzAPSifBwuOce B4MGOX3dFCHqnNWqEKlqD0zB0fHkh2iXtoJqZhdTFCRoEwGjuFhb4+aPU9F//tnI009bOH5cP39Q Nhs8+WQwhzZqHZIhDeMJMgeTE6IQYfW/h31PEW49rjOPj1d58kk7kbZTzz6GnOqtbfZYs8bI//1f EA79VlAQAUx/f8X1VG4u7N6tUFzs65ZU7I8/DPTsGcrcuVLLTXif1QpRbq12T0hMY4IbNgZAsVZ/ kfr8+SauuCKUo0f188Ap9GnJkiDS0iL46CP/u76uXm3kjTfMukr0U1CgXRMslr+0n4O13y03Iojo Av972k9NdfPBB8Xce6//jcrWVFER5OW4iSxVyQrTXjPWIDkJQFqaC6dT0WVSHRH45KzUia+/DuLS S8NZssQ/Z78GB8Offxol2YOoNdF27WEqJKYJlpPrTYKs1a+pdOKEwubNRl09cAp9ysnRzn1/XOOs x1puVi2BLWZFK8BdHGIBwNEgmobFKqqfFQELCYErr3SRlOR/50dNffKJie5t3BhUKEnSaumZ82tW S0+yCgt/JmelTmRna/+U/njjhlNTNTIy5JQT3jd6tIO+SY1Rg4IIjWhEWEwCAOaComrv05NZUm7e wt/l5mqBm79llYRTJQH0VBfLM+IWYS/FZoSIqFgAWqRejFEFQ16eL5tXod9+M/Luuybd1XKzWhWi T65vjm17MQAXBDWv0T491/5du/Rzzgr9kLNSJ7Kz/bfHFbQ1eNHRqi7TEQv/oBQWoEZEgKIQHqv1 vEaWVH/Rj5QEEIHCv0fc9FcSwJOCPsJuJz8YLEZtxK2sllu2/9Vymz3bxKOPBpedK3qRnw/RxuMA 2KLDcUdFY8q31mifrVq5adjQjZ8NnAoBSOCmG56LcUyM/924PRIS3GRkGHTX4yd8b9o0M8cz9pEZ pK3hCDIH4w4Lp7WhcbX3mZLixmhU+esvo7eaKUSt8Fz/KxpxW398LcsPfFvXTSoTE6MSGaly+LB+ Hje6dnXxyy9FRNodFAaf+r02qVpJkh07f/ZV087KM01Sb4Wl8/IUGkRtBGBl4RasYUaKMg/WaJ+J iSp//VXEI4/ob02gCHz+uSBKVFkgBG6XXeaiaVOVkhIIDfV1a4SerFpl5HF7KYejg/GU3FajojDU IDmJxQKXXuqiUSP//ZsSAuDqq50kJqoVBm5vbp7D1hOb6ZnYhyBD3d/yFQVWry7S1d9RaKg2Ih9e 6uJ4lJmIk69bI8wAFB/b77O2nc3pmSU7d/bD9KPVZLUqRAcdA8AdFUWGqYSWmcXY3G4UQ/U6CySj sPBnErjpxK232rnwQhcREef/rK9MnCi13ETtKCpwEGmH3aHmsteOmkqJzqxZdrFPPy2padOEqHVD hzoZOrR8KZjjRcco/PYzrI1cvLv1Lf7V6R4ftA7i4vQTtAFs2GBgwxo3jzsgOSEdz53NU4TblXnU d407i8REfdZyGzjQSWHxMfgOlKgGFEWEEOws5nhBNqEn1x5Wx9tvm3jvPRPvvFNC8+b6On9FYNPP 3IV6bsAAF2PH2qWnSNRLjiJtjYM9NLjstSyTg9ASJ26X1DYU+nbkiEJRBXl4vvz2FZb9z8UzP8LL ayeRW1qz+lbV9dtvRh56yMLmzfp45FixIohXntam0VkaxJe9bopvpv2frOO+aNY56bWW2w03OOme lgWAoUEMtkitJkBhDUc9CwoUtm2TrMLC/8gZqRObNxv8vt7U6tVGOncOY948/6s1JAJcqba2xB4e cuqliGAMQFH24Wrv9rffjFx4YRhvvSXnrPBPqgoXXRTGkCFnzj+3u+zs//4DABLzIdeWy8trJ/mi iezfr/D++2b++EMf60ULChSiTk7PyzCcSj0f0jgZAGMNC0DXhpYt3SxdWsy4cfpat3X8uIIrWzve xgZxOKIjAWq8zu1USQB9nLNCPyRw0wGHA664Iox77w0+/4d9KCxM5cgRAwcOyGknvCvWrKXfNkbF lL1mD9ceZAuzDlV7v5GRKvv3G/jzTzlnhX8qLgabTSm3vu3z3Z/Rfr82DBdzcsbvu9vmsyt3Z103 sawkgF5quRUUQFTwfgB2OE9Ni4xq1gqA+GL/+z1DQuCii1zExupr2l/v3qHs/0GbEtksoQOuBtEA lGZm1Gi/aWlaSkkpCSD8jZyROuCp4eOPqaBPl5Cgz6xWwvcWT9dGxDq36lP2mjNSW/BZml399Sap qW4MBlVKAgi/dbaMkvO3zOXCk4PNMcXaf51uJ0+terwumwecKgmwd68+rv1Wq0JUkDYd0hkRVvZ6 w4Q2AKS5G/qkXeezfLmRGTPMusnsrKqQn68Q59DWNjdt1p4ubfoB0NGYUKN9JyermM1y7Rf+R5KT 6EBlavisP76WvNJc+ib3q6tmldOwoUpoqKq7OfbC9wwFWhISNfxUdh5DA230TcnLrfZ+LRbtoXPH DiOqKtnGhP85W8fd51d9Ttz92sNroxKFzDE1S9RTE40aqUREaKPXeqAFbpkAuCMiT71hNuOOjMJw wv/quAH8738mvvnGxMiRdho08HVraq64GBwOhSij1kPhjAgnpFFTAILy8qjJ6uagILj8chcRETqJ coVu6OMqWs9Vpvj2x19P5KXvHsHp9l2iBkU5VctNCG85elRh8sw1AGx3nJoW2b11fwDSalDLDaB1 axd5eQqZmRK1Cf9zthG3jNWfYz5ZQDi6VMVl911WX0WBFi3cFBUpuhjtmTmzlLtvOqL9EBl5xntH gx3kHt7hg1adnyezpF46Tz2F0E2mTbgUyDe7OR6snfT79v1e4/1/+GEJc+eW1ng/QniTPv5667nz 1XD7deLNvDn+RyYs2Me7W9+qy6aVc+WVLvr1c+Jw+LQZQkdOnFDIPaI9RFmDTwVX7ihtrUNNarkB 9Ojh4rrrHNikmoXwQ0lJbh5+2MZll7nOeL3otxUAOE/+SRRkHqjrpp3hyy+LWb++SBej1vHxKg1M WkIMJerMoasT4QrRhU5Ut//VSvNkljx4UB+Pfvn52skUabeRb4GI4GhyQrTnoMyM7V77Hj10Ngj9 0EEavuYAACAASURBVMdfbz3XoYOLKVNKy924nfZSNt9xKdfM/AKTG1JyfZsSGuDpp228/nopJknS J7zEalWIUrTpkEGnJSfZSzYAW3b9WKP933WXg3nzSklKkru38D8pKSqPPmrn4ovPvP5fekxb92Pt 3AGAqELf9pZZLD79eq+aN8+Esqs5AN1bXXnGe8VRYZjcUFDDrIa14dSImw6iZyA6WuWRR2xE2+3k hygEGYIIiUsCwJRvrfH+f/3VSLduYbz5pjywCP8hgZsOtGih8s9/OmjX7lQPX0HmATL6t6HvV1vZ GgfHw6BRsW9TQnuoKrhc5/+cEJVhtSpEoY2qmRqcKrhaGKY9uBadqFl2MY8SqcUt/NCJE4qWEv1v 11TTH+txR0QSfGlf7ef8ggq2rjubNxu4665gvvgi8JfWv/iihR2/aVPoQmKanPGe7WQ6+oKju+u8 XeeTlKSvWm6NG6s88oidyFInBaHaeRURr5VksOQX1nj/UVEqBw8apJab8CtyNurA3r0K27YZsJ8s z2Lcu5u4QVfRfVsOP7WP4NI7YX+0Frih+i4lNMD33xtJSQnn3XelB0t4h9UKkWg3aUvDuLLXLQ21 tW3G/JpNlXQ6oUOHMIYPDzn/h4WoY9OmmenYMZzt20/dzguzDhG0ayfHWyeSdTLpYebhbT5qoaak RGHpUhPr1gV2XSynE4qLFcJCtal4WaYz66I5GmpTJ4uO+nZqakXS0tz8/HMRTzyhj3nfBQVwPMNJ mF2lKEx7pgiLaYbTAKEFNe9pk6zCwh/J2agDL79soXfvMLKyFHKXfUL0gD6E7z/EvjtuZNzoVhQE Q1YoBLsgzO67lNCg9WAVFSmSoER4jaJAjEOb+hPWsFnZ66Ge7GIFNet5DQqC8HDKMksK4U8qyiqc 8fP/AbA1OZQdaBkOD+3fUPeNO82pWm6BPU2v8OTlJMSkjaj9PXALa9ICgPD8ojptV2VYLNCmjZuw sPN/NhAsWmSi9wVawrW4xq0BUAwGckMUwgprHpz+PauwEP4g8OcsCPY5foeWVo6+8w5XzPoE1WDE +tpswkfcytcnP7NtRSfYtZ/f+n9DfLtLfdZWvc2xF753441OIpc2gyObiW3cEs/9NSw2EQBzYc17 XtPSXHzzjYmsLIW4OLmDC//hKQdwelbJ0jU/AGDsfhkYtE4yNdu3KeobNVIJD1cDvgi3J5NhhFML zEIanJm1tkObvsAiUpyR+GM+ws8/D2LrVgP//a894BPF5OUpRJMHQNPEjni66CIbp9AwNw9vrOZv 1crFnj1y7Rf+I7CvoAKA/TGv8VrU9Qyc8Qn5IQq/zZuCbcStZ3zGER0FQPEx307fiIvTilrKiJvw JsWqLUQ/vY5baHQ8TgNEl9T8ZtumjTZaIFNmhL/JzVUIDlYJDT31WtgWbVpk/OXXYY7VRqENOdm+ aF4ZRdFG3fbvN+CHCRcrzRO4hTtLcSoQFh13xvvuRo0AMPg4UD6bTz4x8dprFmo4g9wv5OcrRBu1 QujFoaeWXxhiYjHk5eKNE61XLxdDhjjKlqII4WvyFBLgjhcd49X1nzB2vY2/4o0c+eJL0gaNKvc5 V0Mt217p8UPl3qtLBgM0barKiJvwmjlzTOzYtZWiYCMYT62fUQwGDNENaak0qvF3pKVpDwCySF34 m5wcpVwNt+a7MzkWYSA2tQsh8drIc1Beni+ad4ZWrdw0a6biB02ptrQ0N2vWFNLAXYrVAhHmqDPe 3x+kjcT9vmWpL5p3Xp6SAHpIUGK1QnT4nwD8VPBH2euHzaUobjfFJw7X+DvuvNPBG2+UkpAgo23C P8hUyQD3v21v8+x22BsN/e4J5/vUdhV/MEbLtufIOlqHravYDTc4KChQcLvLZvEIUW1//GHkFnsR eRYV89/eUyOjULzwlNili4uRI+1lAZwQ/uLee+04nad+Ltr/F83z3ay+IJ5WikLYySx7Zh9nlQSY Pbs04Kfnmc3auidXiQNrsEKY8cxEW0HxWpZJY7ZvRzjP5vRabh07Bvb1LD9foUHQMQBckdFlr+83 WmkO5B3bS2hcYo2/R1W1rMKnj2oL4Svy2BzA7C47ize+TagTdjSCQ0r+WVP9t0vrBUBnY0IdtrBi 48fbeeEFmwRtwiusVoUou4vi4PL9UBnGQhw5mTX+jtRUlalTbfToIXUshH/55z8d3H33qRptDbZr STPa97sLgOj4FAA6GpqV37iOeYK2QC6tsWWLgRkzzDSyW4hrklbu/aimrQAIyfN9oFwRPa0zv/56 J726nuyMjj5VCN15cmlIiRdq6dls0K5dGCNHSlZh4R/k0TmA/X/2zjs8jurs2/fM9q5qSe7dBlOM TTHFNoROIPReAiGQ4DSCSYGYksD70kPIF0oogTcNSAglEKophpjubmPj3iTLstoWbd+Z748jmWJL 2l3Nanfkc18XF8Y7c+YwO3vmPO33vLD2WdghNqU7Oj1B3Un9++rEy9tZIkpXyaS5X96S0iEU0ggk dGKer8fbYIc9jTOlkYj2vRlrJgMbN5p/syMZOCSTsG6dQuhLj7dt0QIA9KmHAGCxO9ACZThDpbH2 33abnUmTvLS0mPO39PHHFv73VivWaARr2a5p2E5fBRE7eEOl+YLr6uU2EOrMv/WtNFPGiD2Qpaxi 599r5cKISzT1PVXS4QCPR6bJS0oH+SSamMeW/ZHqzndxU6e8b3dS/5GAE4DGTUv6a3rdMneuhWHD vFx/vaPYU5EMAJIdbVh1iLt3fZ4SXuEljezoexPuK65wcvDBXnbsMOeGUzLw2LBB5dBDvfzmN188 +2vn/hWA+H777fy7iNdO3IBNrBGUl+tEIgrPPWfOSo1wWMGHiKZtVXbvEGrzWigLl6aaxV57aSxd GuE3vzF/L7dNmxRSO9oAsFRUf/FBuajpT7VuN+Q648ZpNDWppq7NlAwcpOFmYl49622+5xBGWsB9 PE2zQjTNCvHkyf/a5diITxhuO7YUtwkrwFFHZZgwQePJJ22sXCkfQUnfqPHsAED9kse1i6TfC0DM gCL1MWOksqSktOhqBdDVw03LpBm+bjvrq21YOjevAJusEezBEKXQjOrMM9NYrTpPPWXr/eASJBQC vyLq19Zmdm8YpMrLqeqgJO7317HbobZWHxClCscc42Hzu2LdHzV8ys6/t1bVAKC17DDkOl21zXLt l5QC8ik0OelOL6pWWdPjcf5BI8ko4CqBVEmLBW68MYGmKV/xFEsk+fDk74TneNKow3f5LO0T7QHi BhhuXS/vVavksikpDbrSDbtUJRsWv01ZHLZOGPyV4zr8LuwZiAeLL1FfXa1z9NEZli618Nln5vst hcMKAXsDAEnv7uuehoyagi2toURKs87tr3+1cd115n73apowoqszQkl4yNB9d362z/hvAHC4cy9D rtW19q9ZY+nlSImk8Jhv1ZR8BbVFePxsg3ouPLfbXbS5FLzh0mgJevTRGaZPT/Pmm1befVcuhpL8 UUKiIZHu8+/ymb0zfcYajuzyWa5MmCC9rpLS4uvNt5v/+xIA8f0nf+W4hF/k0ocbN/Tj7Lrn3HOF mMrTT5sv6hYOKwRsQhAj7fXs9hi9Sqw7SnPxDeXd8corVh57zG7qXm7hMOi6QkAVTrmk5wvJR2uV aIquthnRghumTMlw6aXJnVkXEkkxkTsQk2MPiVQAz5DhvR7b7rUQCKd6Pa4/UBS46aYEiqIzb540 3CT5EYnAL28W/XuWJjbu8vmUCccBMMFS2+drjR2roSi6NNwkJUNr61dTJdWFHwPgPfSYrxyXLBNO jY7tm/pxdt1z7LFprroqyVlnlcb7KBduvz3Ob34h1AoznRH9r/NJeiMAq1e/21/TyokRI4QBsmCB ed+9waB49m2Wz0hYoFn5Ipso4hVCVRs3LjDkWnvtpXHnnQmmTZOqwpLiI3cgJsfbIQpzK0eP7vXY kM9BeVQTOQYlwH77acyf38ENN5RmEbek9AkGFVrqRdpSyLmraIgeELLQRvRyc7tFK4vLLjPfZlMy MDn88DRz5iSYOFGs6ePWtZGywLDDTv3KcelOlb1kU99FeozA4YBf/zphyj5iZWUQsAiHqe7fNcoP EC0Tkbh4idzvr3PeeWINu+suRymW4WVFl+HmT8Zpd4Lf8UUfN6VCqH1Gtm807HrpNGzYIIWpJMVH Gm4mZ4pdFKCPnLRrP5mvM2LUQVh0oL2twLPKnrFjxVtj/XpFtgeQ5EwopBBQhVCA4g/s8vk6RKrM 0rVvG3K9n/40ybe+le79QImkH5g6VePHP04yfLgOySTDNjbDPgfg9JZ95bh9O2t+xuvVuxumKOg6 fPihhccfN1e65GOP2Wj6UDTZPnyvU3Z7jFotIvzp7aWh5Pl19ttP4+STUyxYYOH1180Zdauu1pkz J0FZMkm7E1zWL+oNnb4KojZwh43bVFx4oYtDDvES6XvWvUTSJ6ThZnKG6ml0t5vAoMpej3XXjgDA YlDet1G88oqVI47w8Mgju/bhkkh6IhRSCCidctBlu/4G4h5RgB9rbjDkerEYLF2qsn279LxKis+G DQqbNikiarJsMUoySfqAKbsc568bBYAzVFq7zp//3MENNzhoKx1fYq/cf7+dxfNErbi7Yvcp2LZq IQ6jNxsjR18IfvGLJOPHZ7CZy27eSW2tzo9/lMAfyxB2W1GUr67J7W4VX8S47Iiu+ra1a+W2WVJc 5BNocqJbt9Lh3TXSsDsanCIlsWXLqkJOKWcOOyyN369z33120zZllRSHSAT8iDRIW/mu0QRnpdhA WULGqLu9+KKVY47x8PLL5uxBJRlY/PjHTg45xIOuw6JXHwBg2Qj3Lse1dAYjGkqgj2cXigLnnJMi mVR47jnzWA+hkILfvxyAzey+j5uzdhgAaktLv80rVyZM0HjvvSjf+IY567ba2mDz6gT2jE6He9fn J+yxE+gwLjuiS1lSNuKWFBv5BJoYLaPhCDazSslOGmoVIi+/acvyQk4rZwIBuOaaJOGwwm9/K6Nu ktwYpItlzFMxeJfPXNVDAbCFjWmD0aUsKV/eklKgrU2hrEz05HIsEiI9loN2bYuxzSGcdg1blvbr /Hrj7LPTqKpuGnVJTRNqhl7nWgC2qLuvnS0bOgGAwfHSfp8pinB+PfaYjbTJMsCfesrGydPFpAcP 3WeXzyM+B4EEpOJRQ673RUsAufZLiot8Ak3MjvpGnBloc+1ekngXOiWKUzu2FXBW+XHppSlGjtR4 /HEb69fLqJskO44+OsNlhwvjbMTQ/Xf53NtpuDnDxry8x42TypKS0qG1VaFTd4Qhn9cTcsCQA47Z 5Th3jVAdtrfvPkJULGpqdI46KsOiRRZTOEM6Ojol6DURwbeX775/auXQvQEYk969eEkpcccdDq67 zsk//2muLIJgUKEckWM7dOh+u3w+cex0AOwGpQfLJtySUkE+gSamfqXw+gXd2b0crFWioLoU8+7t dpgzJ0EmA+++a64XiKS4qCGxGdV3I07icPuJ2RTKE8Y4A9xuGDZMN8UmUzKw0XVob1coL9eJtNQz enuStSMDWGy7Rnl8taLGzREsrRo3EAqHbrduisb2oZBYR3wZEcF3dlPjhseD7nSitpRmH7cvc9VV SRwOnbvvdpBIFHs22RMKKZSpTeLPrl2fHbWzh6dqkBhbVZXOtdcmuOACqSosKS6lv1JKuqV1o2im 2uEtz+p4R41o0q20lmbe/SmnpPnvf6NceqlcGCXZ8ec/2/hwsehdlfLuWtsDYK+oYaSWXR1oNkyY oLFjh0praWn8SPYwWlsV0mmFqiqNre89hwq0Thq322N9gVpiVmNV9ozixBPTLF8e4dRTSz9Xr7ZW Z+nSCDX2KBrg7ibihqLQ6MqwfVNppabujsGDdS69NMWWLSp//as5UlZBOC3K3OsAeCv46S6fb7QK h97WTYsNu+bPf57khBPMWRMoGThIw83EdNRvASARyE7i2TlIpMtY2/re06oQKIpIRQNYuVI1bX8Z Sf+xcqWKKxkmZgWrc/eGmx4IoISyqwPNhu99L8mf/hTD6TRsSIkkZ+x2nTvvjHPhhSkGrxLvgq83 3u5CURTa3Cq+SOn1zLTbwesVEcSoMRnNBcNiEcabOxYn7ACfo3uHUJvXSkXEHJv8H/84idutc++9 9pL/DroIhRTKraLsI1O26/ewxSb+R1rqPzfsmh0dsHixdNpJios03EzMYeU+APbd/+Csjh82aioA k9VhBZuTETz6qI2ZMz289JJMmZT0TCikEEglCTu6T4XcqLSjtbeiG9R4fsaMDCefnMa9eztRIukX fD5RG3z88RmGfi76hY075pJujw/UjWZw0tFf08uJ5maFI49089OflrY3ZPVqlbvuslOTLMddUYu/ B8MtEnDhTkE0uKMfZ5gf1dU6V16ZpK5ON02rk/PPT3H0wZ1tXgJlu3yudjbhTrcYVxryt7/ZOO44 D/Pmyb2JpHhIw83EDFdFasneU/fN6nh7oBLdZsPRblz0oRAcdVQaq1Xn1lsdJEvPQSwpIcJhCCQz dLi6f5G2ODJYNYi2G/MCTyZh/nwLH35ozsa1koHBli0KK1aoxOPAgo/IDKpBGzyk2+Ntg4ZgiXRQ iotqZaVOOg0vv2wlWMKvpxUrVO66y4EaCqMEylGV7rdQ8TLhWA3Vr+mv6fWJ2bOTvP56lFGjzJHq 8s1vptl/lKghVAMVu3xuqRRprHqLcYazFCiRlALy6TMxG5aKFIB2V5bKVYpCJOAmsm1DAWfVd8aM 0bnoohQbNqjMnSs9W5LuCYcV/EmN6G76+HSR8InQWMeOrYZcM5mE0093c9ddpS31LRnY/OlPdo46 ysPHbyzD0bidT4coIt+8GxodonY41rSlv6aYNYoC556bJpFQeP750q2zEuIkOvZEO9vUnluMJMtF FKijxN+3XTgc4ntobYV580rfKbV6tUpyu8hZtFTsWi5ir+6s6W8zrqZfGm6SUkA+fSZm7eoPAFiX zv5r3GKLopogQfvMM0U08Z13Sv8FIikelYEY7jSiGWA3pHxeAKLN9YZc0+uF4cM1qSwpKSr19cJI s296DoDgPhN6PH51Zx/P9m1rCzuxPDn77BSqqvPUU6VtuHnowKLprNd7VowMDBFCMf6weaQaNQ1O PNHDd77jos0YMcaCcdxxbra+L4zjCaMO3eVz9yBREmIPhg27Zl2djtcr28FIiot8+kxMICoWpGF7 jc36nLDPQSCuQ6q0lRunTMng8+m8846MuEm657F7hDd17LADuz1G6zTqEq2Nhl13/HiNpia15Dc3 koFLfb2KxaLjWPlfAByHHNnj8anOCFBse+lF3EBsimfOzLBggYW1a0uzziochgAilzPu6bkeb+L4 mQAMjZdmXeHuUFW47LIk4bDCH/5QuhkFqRREowrVGZHWubs+bkOGi76e05w9OzRyQVGEqvD69Wqp b6EkAxhpuJmYyliUsB3KqnfN7+6OaECkjcWbjIk+FAqbDf70pxjPP28SiStJUehSi9T93acLOzp7 LTkMasIN4uUN8PnnMiIsKQ719QqDB+uUrxAp80NmnN7j8Xq5eE8kdzQUfG75ctVVSW6/Pc6gQaVZ ZxUKKQRUEblM9GK4aZVCHIPm0hcn+TKXXpqirk7j0UftJStUEgyKeflVsY+Je3f9LpSKSvHvNmMz jK65JsGjj8al6rWkaEjDzcRUxZM09SDKsDsSAVEwbYa8+5kzMwweLFdHye7RdfjBT1YCsCTR/fN8 wPijAZigdtNzKQ8mTBAy3zJlRlIM0mlobFQYXJdi3Pp2NlTbCNSO7vEcpVLUAaWbjVPZM5ojj8zw ne+k6MEPU1RuuCHBnx9eD0DK07Os7OcWYTB8tPyFgs/LSJxOuOaaJLGYwn33lWbULSRatGFX1hCx wbbEboxjq5Wox86OrSsNvfaxx2Y48cQ09tK8NZI9ALnrMClaRqM6qtHiyi0NI10h0mWi2zcVYlqG ksnAE0/Y+MMfSrfmQVI84nFo3CDSH4M9OL+1Tqlo1cBebkcdleGZZ6KccorMl5H0P5oGDz4Y5xdn raAsrpOafECv51i7VPZaSzsC1Nys8Je/2Pjss9Lbnng84FOF4ZvprJ3tDnvtUABsraXZN7UnLrgg xciRGitXqqRLsC96V8TNl4zT7oRAN20Zmh0aSruxEbdoFN5918LixaX3fEr2DOSTZ1L0YDt2Dfy1 k3I6b+re3wRgVKrnl04poKrwhz/Yue8+R0m+PCTFJRRSCFiaxH/4uhcnWY+og1v0+VzDrl1TozNj RobycsOGlEiyxm6H009Pc7RnAQCDZ57R6zl7j5sBwFTbqILOra8sWqQye7aTf/6z9Bx2TzxhY+G/ RdbKUfuc2eOxgTpRe+5sCxV8XkZjs8G8eR0891wMawmWmdfV6dx6a5xAMkm7E3z23Ydow1475R3G 9O/soqlJ4ayz3PzxjzLkJikO0nAzKfZOidsRe+dWeOupGwmAta30vYCKAjNnpgkGFendkuxCOAwB i/gdKP5dG7B2kfILJ0Wy1dgUsXfftfDHP5be5lIy8Nm8WeH99y2seu2vACSyiLi5aoxX2SsERxyR weXSef310qsf/fOfbcx/WdTKOsoH9Xisp3IISQt4guas03a5xL87eu56UBRqa3Wu/G4CXyxNyK1i VXdvXXb4nbjSEAv1rACaC8OG6bhcUllSUjzkk2dSNq4Qks71Ss8F0l+nwSGar9ZvWmT4nArBkUeK WiKpLin5OqGQgl8VaTBqWfcCPc7KOgCsoYih13/wQTs33OCkvfR9IJIBxvPP2zjtNDcsfJ+UCqEJ Y3o9J9rZz7Bxy/JCT69PuFzCYbdmjYX160tLHCMcVqgsFzVTazI9O4IUVaXFo5qqHcDXuf12OxMn emloKK3voalJYe3iKBYdOtzdR77ifg8AkcaNhl3bYoExYzTWrlXRjA3mSSRZIQ03k7Lwo48AeLM5 N4Wweod4iTQbXLBbKKZPT6Oquikagkr6F12HIRaxofBWDu32OG+V+MweMdZ13NWMVSpLSvqbhgYF i28D+21Ls2wQPLXp2d5PKisno0C4sfSFqY4/XjjsXnuttBx24TCUedYBsK6XPm4AmYoKBkXNu82q rdVJJBReeKG0voenn7Zx7gmivnjk8O6jzamASKGMG9TDs4vx4zViMYUtW0rLoJXsGZh3RdnDyXQZ bJ3RhGxx14wAzJEqCVBWBgccoNHWpsi+KZKvMHWqxk9OHAzA+BEHdXucp2ooGuCMxA29/sSJYnO5 fLlcRiX9S329yuADbsWZgZXVcNcnt9EW71mEwWFz0eoCX9jY30EhOOYYUdS8dGnpOEV0vbOuVhE1 a9ayyl7PGTR8X1yxpFBSMiEnn5zGYtF5/vnSSgkPBqEc0URzyLBde7h1cXBnTf/oTPep9PnQ1Q5m 1Sq59kv6H/nUmRRLZ72OrWZITud5a0cC4Gg3T8H0P/8Z5b//jWIrrXeHpARQOnWhdX/34iSqxUqH y0Jlwtjl7vDDMyiKzjPPyAdT0r9srk8xfNg/Adjih7ZEG3d9cluv5wU9VvyR0veA1dTofPJJhAce KB2DJxaDdFohgFhz7GVVvZ6jVQnjTt9Rui0YeqKqSogwLVpkYcOG0okuBYMKZYqIeLY5emgZ1NlL z+hebqeckuIf/4hy7LEZQ8eVSLIhr52MpmnceOONnHvuuVx88cVs2vRVaflbb72VM844g4svvpiL L76YcLi0i6HNiKuz2NY/fGRO55WVDSZiA7eJCqa9pS+AKSkC//qXlVf/+x4ArfaeX6Du6qEMyRj7 IA0frnPssRnWrlVLtlGtZGCyyfsMw2Pivbq502fxxIrHWNO2usfzwj47ZVENMxTnjBiho5TQz8rl gs8/DzO6QhhujoraXs/5MClq0Teu/7Cgcyskp58uDP0XXigdB1UopFDm3AjAG+0fdXvcJov4rtas e9/Q648dq3PkkRlUGfqQFIG8Hru5c+eSTCZ5+umnmT17NrfffvtXPl+xYgWPPvoof/nLX/jLX/6C z+czZLKSL/B2iFTHQWN6L0r/Mk6rkxaPYrqC6Z/+1MGJJ/bc8FSyZ7F+vYojIXqz9Za2pPkDKAVQ EbnjjjhLlkSoqZGN4iX9g65D3Wm/Z1hn0kSX4ZbW0tw4/7oez436XFh0SLaVdi83gEgErrrKyS9+ kVuv0kKhKFBeDs6ocHq6yns33JLl4suJNW4u6NwKyYknprnqqiTHHVc6PXmCQYVyq+jhmQl03629 pVMZs7WhZ4dGPrS3w003OWSfWUm/k5fhtmDBAqZPnw7A5MmTWb78C5UqTdPYtGkTN954I+eddx7P PPOMMTOVfIWDXEKKeMTeY3M+t3ro3tTESqd2IBtaWhQWLLCweXMJuWAlRSUUUgik46QVcPurezx2 nb4DtSNCOmls6tWQITput9hMJ5OGDi2R7BZFgQ++8xY3D/suAH++Yj5Ns0I0zQrx5Mn/6vHcvcaK Xm7OEm8JAKLZ9UcfWXj2WVtJ1Ddv2qRw6612amOD0FwuxlTv1ftJVeI9ndpurDhGfxIIwK9/nWDv vUsnSnvZZUmOP6yzzj/QfTNNR7UoJVHb2gyfg8MBTz5p44EH7HLtl/QreUkFRSIRvF/KX7NYLKTT aaxWK9FolIsuuojLLruMTCbDJZdcwj777MPEiRN7Hbe6WkbmskZLQiDAiDG5iZMAMHQYLF9BtccC 7i+iWKV8/08+GV59FRYu9DJ1arFnUxhK+f6XIuk0BNJJwk6FQTXd17gBrOt8zB1aOxXV43b5vC/3 fuFCOP98uPJKmD0772H2aOSznz2bNsGSJTBl9VKGAmX7T0CtyPL+jRwNQCVJ+NI9L9X7f+qpcP/9 sHq1jyOPLO5cFi2C3/8ebqqIoJaVUVfTvcHQhX/kSACsoZYe73Gp3v8uMhmYN0+oap56arFnEJQC 7AAAIABJREFUAxddBKs/aoPXwF1b0+39i40XfW6d4XBB7v9ll8G99yr8978+zj03ryEklP7zX2rk Zbh5vV46vtSVUdM0rFYxlMvl4pJLLsHV2b1x2rRprFq1KivDbceO0vcClgr2jZvJuL1k8rhnQT3E WKBhxefYRoqIXXW1r6Tv/9SpCuDlxRdTnHZa6RSsG0Wp3/9SpKnJiT+VJuxUSfdy7+IeYbltXr2S jPOrKU59vfdeL2ze7OUPf9C56KIOWfeQI/LZz41nn7VxzTVOltcuJWCHWMqKkuX9a021MQFYtfRj KkfvDZT2/Z8+3cL997t56qkkkyYVN71/yxYr4EJNNLLd7UDN4p5l/DUApBq2dXuPS/n+d9HRAaec 4qWmRufQQzuKXnu4bJmKd5NI9026A93ev7RDZGJY2kIFuf/nnKNw771efv/7NN/4RiyvMfZ0zPD8 F4OejNm8thhTpkzh3XffBWDx4sWMHz9+52cbN27kggsuIJPJkEqlWLhwIZMmTcrnMpJuSKfSeCJB Vqv5KUOuVMSCF9623shpFZTRo3WGDdN47z0rGSnkJEEongXiCloW6jVpv1gEE83bDJ9HeTmccUaK jRtV3n7bXCnIEvOxdavYNdcFE2wvt6Pk4ClYq4qUsaatnxVkbkZz+OEZPB6d11+3ohe5jDQcFvfd FY+yhezqZSuHinTKEUlz12d7PHD88Wk2bFBZurS4nildhxNPdLPtI7Gm7zdmZrfHequGkVbBFylM LuOYMTozZqR5/30rn38uPXaS/iGvJ+3YY4/Fbrdz3nnncdttt3Hdddfx+OOP8+abbzJmzBhOOeUU zjnnHC6++GJOPfVUxo3bNTVJkj8Nazdh1aHV5cnr/Ey56GkS276plyNLB0WBs89OccopKSKRYs9G UgrccVsMfzrD4CG9O4Y0f2cj1pbGgszlsstEEc6f/mQvyPgSSRcNDSoeWyMVMZ3W6tyUUtVKUXOV aTGHPL3DIdb9ww5LkyiynlYoBA7iODI6Ha7sBCmqhomo5ohkfu/qUuK004Q4yXPPFVeMIx6HZFKh ShPzGTZs/26PVVQVtbyKiQwq2HwuvzzFCSekzCDUKhkg5JUqqaoqv/nNb77yd2O+pG54xRVXcMUV V/RtZpJu2bZmHQAhT/dqSj2hVQoFvkSTuQqmf/lLWQEs+QIlEkbRdXR/778Dd5UoUvd0FOYZ2n9/ jalTM8yda2HTJoURI6TKpKQw1NcrDPN8Cu0QHdR7E+gvY68WNdFKa0shplYQ7ryzNBSQQyGFQGek LebJzkGjl5WjWyzozeYwlHviG99I4/frvPCClRtvTBQtJTwUEpFPr9KArih0OK30FM/UystR240X J+nixBPTnHhi6ShuSgY+MrZrQto3bgQg6svtpd2FUiXy7jM7jE8bKzSaBuvXS2VJCVz53S0ALEts 7PXY/cYdBcAES+8S3vly7bUJ7r03TnW1NNokhaO+XmWvqsUApAYPzulcx6ChQGFU9gqJrsO6dcVd 93/60yTz/yOcnXG3M7uTVJVml862TUsKOLP+weGAk05KEwwqbNxYvO8iGBTXdurraXfobO3o2QFd b4+jt7agFzgktn69wqefyi21pPDIp8yERLdtBSAd6FkCvTtsnV5XvaXJsDn1F+ef7+KIIzwyXVLC plXC8RDKos2THhCqk4Xo5dbF0UdnuOCC9JeFWiUSw3nwwRizjxLiX2P3Oyanc901wwGwtwcNn1ch uewyJ4cf7qG1tXhzsNvB21kfnvS6sj6vzWejPDwwIjI33JDgs88ijB5dPOdU1xLuS8Zpd0LA0bOi 8DZ7AoumE2neUrA5tbbC9Okefv5zZ9FrMSUDH2m4mZBjaioAOOjgI/I6f8reJwJwgDrcsDn1F5Mn Z0inFebPlyIQezKpFDg1kX6U8fUuJbxeERGGhavfKOi8wmF4+GEbr74qn09JYTjgAI3JPuF0Kx8z Oadz64btB8Bkq7nW/ilTNDRNYe7cvKo7DOFvf7Px3KNCGeuYfc/O+ryw30lZXCcVjxZqav1GdbWO 0ykioMUyUEaM0Lnzzjj+RJJ2J/jsPafKJ/yiDjTSWLia/ooKOPbYNMuXW1iwQG6rJYVFPmEmpCYl ZGdH7TMhr/PtnekyFpOlywAceaR4cb7zTvFe4JLiE4lAwCo2r9nUuGl+4ZVNt+4o6Lza2xVuvNHB 736XRRhQIsmRxkaFp5+2smHxRwDEanPLurA63WgeL9Y2c0XcjjtORKxef7146/6zz1p541nRisZe nv19j5UJwyG0bW1B5tXfvPmmhenT3bz3XnGcUzU1OpdeFMObyNDuUnBZe45+psrE+yG6o3ARN4BL LxUCVU88IQWqJIVFGm4mZOWiFQA023NTFOsi4hULS9OWFYbNqb+YOlXIQ8+bJyMaezKhkIJf7RRY 8Jf1enyXOIktXNgc22HDdI47Ls3ChRYWL5bLq8RYFiyw8KMfuQhtEDVT6brcatwAQl4rHSZSFAaY MEFj+HCNt96ykiySRlU4rFDpXwPAisTmrM9LlAunUbjBPO13esLthtWrLTz3XHGM6G3bFFZ+KPp+ dbhtKL00ldPKRaP0xI7CirHNmJFh9GiNF16wFjWlVzLwkTsLE7Jt00IAmuzZ59l/GYvNQasTUjsa jJxWv2C3i94+a9dadvYzkux5ZDIwyi1ydfxVQ3s93lMtjnFECt8ktcvzKlsDSIymoUGsebWhDpq8 Ck5v706Lr7PVFsMWzK8HaLFQFDjhhDSRiMIHHxTHaRcKKVT5NgLweSb7tiJdvdzKwqWhjtlXDjkk Q22txksv2YpiRD/1lI3LzhBr7PiRh/R6vFIhoqNKga0pVYVvfztJKgXz58uMIEnhkIabCQlEhbdp 6MTReZ3vtDpp8Sj4TPoiufLKJA89FKOsTFYB76mMHq3zq3NFb569Rh3W6/FObwVJC7gi8UJPjSOP zDBqlMbzz0vPq8RYtm5VAY3BwRQ7KvJz3EV8Dtwp0KPmqrk6//wU998fY/LkTFGuHw5DhU38oNVA edbnjRkr1qea6MDYbqkqnHqqUJd8553+N6Lb2xXKEWUeQ3vo4dbFwZO+CcAB9pGFnBYAF16Y4tNP OzjllIEhRiMpTQbGSrKHURWL0+pUcHnyl68Lem2URdLFqzDuAzNmZDjjjDTe/DJFJQMEJSyiBrq/ Z1UxEI1YIx4blcnCbzRUFS67LMn48RrbtsklVmIcDQ0K1e6VONMQrM6vj2fML94b0abs0/1KgUmT NM4+O02g9597QQiHFcpVIWloKcu+FU9X39TUdnP1Te2J008XEa9iNOMOhaAMkSa/w57q9Xi9XIi5 qf3gRfP7YehQsadKS9tNUiDkrsKEVMWT7HD1bcGM+J3YNFBC5ipS72LtWoVHH7WRKY7zVVJkXn/d wlMvvwXAZrKT+PdXj6A22T+iIVdckeKNN6JMmlTY3kGSPYutW1VGeRcAuQuTdJEMCBXWSONGo6bV b2zbpvDww7ai9PJctSrCAWNEpMeWgzjJMkRa5cLPXinIvIrBAQdonHFGipkz+986CQYVyuzCCH6l dX6vxzc5xSZh1dr3CjqvLiIROO88F1dckWWvP4kkR6ThZjKS8SRVUZ1mV98WhZjfI8ZrMl+dG8D9 99u5/nony5bJR3hPZMsWFVtMGGxKFuIkIHq5KaFgv0SZLRZRlxMMUtRmtZKBxf33x/jdZeJ5Gr/f 8XmNkS4Tv5f4jq2Gzau/mD/fwpw5Tv797/6P9LjdYI8JcaNcVCVdtSMAsLQMnLxpRYGHHopz3nlF MtyswhjWsgi/pgOdqpLb+yfC7PFAc7PCK69Yd9akSiRGIne9JsMabEcF6obn1r/n60zb71QAXEFz drKeOVO2BdiTiUQUApqo0XFXZKest0rbjpJMEgv3zwZq2zaF/ff3ct110vMqMYbRo3X29Qlnm3/M vnmNcfA+pwAwTqswbF79xdFHp7FYdF57rX/X/aYmhTlzHFS21QFw4Nhjsz7XWydq0R3t5hKEyYaW FoW33urfOrdZs5KcPFNE3PRA7047b+1IABzhjkJOayeKIgSqNE3hz3/ufweDZOAjDTeTYWsTud11 E8b1bZxqIY+utrb0eU7FYPr0DIqiF6U4WlJ8QiEIpIVCpKcyO8OtvdN+6mgubD+fLurqdPbeW+Ot tyxs2CA9r5K+0dKi8MgjNpZ9INLDQoNyV5QEcFSL30t/1PwYTXk5HHxwhoULVXbs6L/flEjRtJPY EUa327F5fFmfG6gbgwa42/vHcOhPzjzTxSWXuPo1q+DoozNMrBP9ONWy3p0PLn8VMSt4QoUXpuri 9NNT+P06f/ubjVTvZXgSSU5Iw81kfL7oMwDWpvr21a1RxUt72+ZlfZ5TMais1Nl/f41PPrEQGniO TEkvhEIK/kySsB0stuxk91M+oWYTbe6/9ODLL0+i6woPPihbA0j6xpo1Kr/6lZO2daIdTMeg/CJm W23C4bF50wLD5tafHH98Gl1XmDu3/5x2oZAwTKzpTYSdFiLJcNbnWmx22twK/n40HPqLn/wkSTKp cP31zn7TOfv4Y5WObaLWUC2vyuqcNo+KL9J/vQs8HjjvvBTbt6s8+6zMCpIYizTcTMayReJl+36o uU/jrLMKUZL2+tV9nlOx+OY30+g6fPyxjLrtaVRV6ZTHrSTc2achZvzCSx5v3laoae3CqaemGTlS 4+9/t7Ftm4y6SfKnq29lbaSdpAXKR0zKa5xGpwgBtNR/btjc+pPjjxd1VZ991v+GmyPZznZrTOTD 5UCmsoK6+MDbwJ92Wprp09PMnWvllVcK//+nafCtb7lp+lQoox444biszuvwOiiL9a9Q1Pe+l2TW rCRHHikV1CTGIg03k6F3RgvUyro+jWPvTJehuamvUyoaV12V5LXXohxzjFwY9zR+8YskI+w2ygaN yPqcrnqIVOv2Qk1rF6zWL7zSL7008DZukv6jvl68rmuDMRoDVlRLfs+Ta9AwAKzt5lQUHjNGZ/Hi CLfc0n99SMOdATZfIk3QCR6rJ6fzy4ZMwBWOMdBkkBUF7rgjjs2m86tfOegocDZoRwdomkKlJqJn w4dlV+s/YuSB+GNav2r0Dxumc/PNCWpqzNdySVLaSMPNZFjbhKHlqBvWp3EcNUMBc9Y5dGG3w777 Ci/a669b2LJFRjT2GHQdJRRC92Xfy8pTLX4zvlj/bp7OPjvFv/8d5YorZLGDJH/q6xVsaoTasEZL Zf49PL01IwFwBLNP9ys1Bg8Wm+H+agsQDitYSeFKaXS4rCi5RtwqKlB0nUxz/zmN+ouxY3V++MMk o0ZpOyOThaK9XYzvVRrQrBYi1uzW8q5ebkpbW8Hm1h3vvGPhxz92osnOMBKDkIabyXCHhZhI2fCR fRunRkQq7Cb1un6ZTz5RuegiN7NmOQeaQ1PSDd+9NIaSTrMynX1T233HzgBgvDqoUNPaLXY7TJsm HsxYrF8vLRlA1NerDPEsQgXCNeV5jxOoGkZKBVcoatzkisCDD9o49FAPb79d+JTJyy9PseZTsdbE 8uih+mFqLQD1GxcZOq9S4dprk/zrXzHq6gobXQoGO1NWtS002zNsCG3I6rzViNKSxi39X9P/zDM2 nnrKxssvy4wLiTFIw81k+DqEoVUzfkyfxglUjyCtgLPdnO0AvsyBB2p861spPvrIyu9+J0Ug9gQ2 fS7q1MKO7D28WmeqpBosjrPizjvtTJniwcRBbkkRue++OE/dKHLRJuybXW3P7nDZ3LS6wRvuv1TD QnDEERlUFX72M2fBU/RUFXyaUMGKuR05n5+uEIZ2zIRNz7PBZhNpkw0NCnfdZS+YUElXRM+fiNHu BL+j9z5uAI0OkVoZbMzO0DOSq69OoKo6v/1t4e6LZM9CGm4m4zBvHbqiMGzC6D6NU+MbDFXVjNXy 99yWCooCd98dZ8gQjbvvtvPxx/KxHuioCWG4Jb3Zp4xtVETD7k9XvVaQOfWG36/T0qLyyCPSuSDJ naoqnb3copWFe9TefRqrrG4cQ1MuI6ZVNPbdV+MHP0iyebPKHXfkbkzlwj/+YeWPdwpVyGP2PSvn 8/UqEeVfs2a+ofMqNW6+2cFddzl45pnCRJfGjNH4/e9j+JNJ2p0QsGdnuOnllQAkd2SfoWEUY8fq nHZamuXLLbz+uhRSk/QducM1Gf5oGL2iApujb5s/VVGhssq0fdy+TlkZPPBAHF2HWbNcRMwfSJR0 g66DLSUMt0ynxH9WlAsnhd5enJDXxRenqKrSeOQRu2xhIcmJjg64+247H7z1LgDNfahxA1Aqq1GC QdOLZcyeLWqrHn7YxqJFhdvOvPGGldefEamlaiD3NgyWQbUAfL56Hmmt/wQy+ps5cxK4XDo33eSg vd348WtqdM47LYIjpdHmAp89uxpnpbIagHSRagyvvjqJoujcc49DRt0kfUYabiYjunUrTfa+vbS7 2GKLQntbvyotFZJDD83ws58lufzyJG5jbpGkBOnoAJ8qGrBqvuwb4XoqhSCPPVycRrgeD3z/+ylC IYXHHpNRN0n2bN2qcuedDlrXiHYwLVW5qRp+nS3WDiGW0bLDiOkVDZcL7rknjsUCy5YVLpoRCikE 7FsBWJxYn/P5iXIRGXK2hXli+aOGzq2UGD5cZ/bsJM3NKrfdZnwUdPNmhSXzhKhOxG3Fomb3nVsr awDQWovzvE+cqHHRRSmOOy49ULZbkiIiDTcTEe2I4Y9FWaMa465fa2lH1YujtFQoZs9OctVVKVQV UlLEb0CSTMLeVSJS4K/KXl3VWyUMN0ekeAohl12WpKxM549/tBEfeP14JQWivr6zh1tUiCxUjj2g T+Ots4pwSHj7xj6NUwoccUSGBQs6uOSSwi34oZBChUsYbqvSufeB/FjbDMDQENz1yW20xQduoev3 v59k3LgMTzxhY/FiY7eYTz1l44cXi3q1fcbMyPo856AhAHjCxVv777knwbXXJrHlrm0jkXwFabiZ iPpVwtPX5s4hPawHYgHhtS1G3nehefllK9OmediwQbYIGGhUVMD/fFcIjew9+oisz7M6XITt4O5I FmpqveLziQjBP/8Zw5l973DJHk5XD7eacIigA7zVfWsHkwqICFB0+6Y+z60UqK0V+Wdvvmlh7Vrj 1/xwGCpdIlqj+7NvQQKQzCR5JPYWCQtMboS2RBt3fXKb4XMsFex2uOOOBCedlKa62ti8wGBQoQzh dBg2bP+sz5swVrwnptr6pg3QVzQNXnzRyqefyq23JH/k02MiGteuAyDizq4gtzeSZeIFFB2ASlfR KGzZojJrlktG3gYgSkgoQ+bSxw0g7nVSlShugfgpp6R39h+USLKhK+I2OJigqaLvKWiZcuH4SDRt 7fNYpcLChSrnn+9m9mzje2aFwwqVNlEPrvrLcjr3hbXP0pBoYmkN7NsEtjQ8seIx1rStNnaSJcQR R2R4/PE4Q4YYb7iVI6KV2yzZt7PQykR9s9pW3EjnZ5+pXH65i1tvLayYjmRgIw03ExHavBGAqL/S kPF2ShRv32LIeKXEWWelOeusFAsWWLj7bllPNJD44AMLDzz5JgCr0g05nVteM4bKZPH76TQ2Kvzg B04ef1zmzUh6p75exWerpywOrVUGZFxUVAGQas497a9UmTJF46STUnzwgZW//tXY39XChR0cf5iI uKmB3JSYH1v2RzFGHTgysPcOSGtpbpx/naFzLEXWrlW49FInTU3GREFDISizNALwUut7WZ+nlQlj e8PGTwyZR77ss4/GMcekef99Kx98IBUmJfkhDTcTkWwU3tFMWY0h4+mV4uWd3jFwXt5f5o474gwf rvG739n597+Lv1mXGMP27QrWaGddZo4RNy0QENE6o13yOWK1wn/+Y+W+++wkzN1OS9IP3HlnnPee EE6Kcfsc2+fx1EohT6+ZXJzk69x+ewK/X+fXv3awbZtxKZMWC9ijorbcWlaV07mvnvU2TbNC6JOn AvDcyF/TNCvEkyf/y7D5lSrz5ll5+WUbN99sTIQpGFQoswnDLZ1DyqpitxN0gFICTTSvuUYs+Pfc Ix3KkvyQhpuJOHnEYABmTD/SkPGOmXIRAOO13OWNzYDPB48/HsPtFnLOkoFBOKwQ0IWymKMyNyfG ivRWFF0n3FzcKHNVlc4ll6RoaFD5xz9k1E3SMy4XjFSFwIVj5Lg+j3fwpG8CMNU2qs9jlRK1tTo3 3ZQgHFb4xS+MkV6PROBnP3PgqBeS/sfud25e48T3mQRAZuGHfZ+USbj00hT775/hmWdsvPhi39/B 11yT5LRvdNbkl+WWshr0WPEVsb65iwMP1JgxI82771r55BO5BZfkjnxqTESgQ3j86iaMMWQ8a7V4 ESktA6OX2+7Yd1+N11+Pct99UsJvoBAKQSAj6htc5XW5nesSS15Hc/EFeX7wgyQOh85999llHaak WzQNbrrJwWvPvwNAQ1nfN8DWqs61v8g1P4XgwgtTHHNMmmnTMoYYbi0tCv/3f3YiDcJZlE8fNwDH PgeRUsG94rO+T8okWCxw//1xXC6d2bOdNDT0LQo6c2aGsYO6UlZz+x4iXhtl0dKoLb722iSDBmk0 N8stuCR35FNjIpZ+sgSAJpvLkPE22UQ/q4aNiwwZr1QZN05DVWHLFoXzznPR2CiVJs1MOKzg14Ss s6dqSE7npjsbdsdKwHCrqdG58MIUmzerPPusjAhLdk9zs8KDD9ppXr0QgO0VfU+xanOLNXDrpoG3 9qsq/O1vMWbNEm1hOvrYtjEcFvfKpqwjoyo0aPm1zxk2aAIrqqFqbf2A6Z2aDePHa/z61wna2xV+ 85u+pUy++66FSL24/2pFbimrHT4X7hTEw8V3VkybJlpYnHjinvMcSIxDGm4moq1hGQAhT251Pd3R 7hUpWrGmgSdOsjteftnKW29ZOf98F+FwsWcjyZfqap2qhIOkVcHhzu23kOmUQU+0bi/E1HLmRz9K cv75KQ46KFPsqUhKlJ2KkklRi+wfvV+fx+xqBxAbQKqSX0bp9M3NnWvhoIM8fUpJ6zLcHKlmgnad WCa/XmDjy8eT2f8A7Mk0lrVr8p6PGfn2t1PcfHOc22/PP/MlnYazznLTvFgYf4fvfUpu53emVpbK M+9wiF6z77wjRUokuSENNxNRHusgrcCQsSMNGa+sbDAxK7iCEUPGK3WuvDLFJZckWbHCwne+4yJZ /HR3SR5cfnmK/Sq8WMvyUFftfHmnWkrDcBsyROe+++KMHq3LdEnJbtnZw61DRAoqxmTfv6o7yjxV tDvAEypeQ+L+IBRSaGtTOPtsN++9l98GOSQqFPAlEwSd4LPn146n3FnB+KMuBMC6ZOBFOntCUWDW rBRlZZBMwubNuWe9dH0PFZow/kYMnZzT+ZMnHA1AVax0Mm5mzXJyzjluXnpJZlxIskcabiaiKhan 2a1itRnzIy93VdLsHvgv7y4URaiOHX98mnnzrFxzjdOQGghJ/6OEQmg5KkoCBKpHAlBWYiWPjY0K J5zg5skn5Qtc8lW6Im51wQ62+9Sco8y7w6JaaPWo+CID23t1xhlpHnssTjoNF1zg4vXXczfeIhFx /72JJEEH+Oy+vOfTNF40TrcuXZL3GGYmkYBTTnFzzjluIjn6i4NB8T142EbaYaddz76PG4BWLmri 1Pb8Ul0LwdVXJ3G7dX74QyfLlsntuCQ75JNiIqpiaZqdxinQuW1uWj0K/vDAfnl/GasV/vjHGFOn ZliwwEJra+l43yTZ8cMfOom3NbFea8753IljjgBgvGpMSw2jiEZh61aV2bOdvPuuTJ2RfMG2bSoK GQaH0uyodBo2bshro6wjzUD3Xp10Upq//jWGqsKll7pYsCC3bc+ZZ6bZuqkdbyJDyAlOS/7fweyW x8kowJJP8x7DzDgccOihGdavV5kzJ7d6t1BIvKudmQa225Osbc8t3XQVTQCsXPNuTucVkkmTNB54 IE4sBhdf7GL7drkfkfSONNxMQiQYoTyh0+IyRpiki6DPjiehQbzEQhAFxO2Gv/wlxksvRamsHNib loHI2s/jeFI6YWfuLzm9s7ZHCZaO1xVg9Gid//s/sbn8zndcfP65XJolgptuSrDynY3YMzBy75mG jdvhc2DPgL4HFPweeWSGp5+Ocf75KSZPzl1Z0JEU96jDbUNR8t9c11WPZWUV2JcvL3ovyWJx/fUJ 9t03w9//bs+pRUB7u7jvvkSMdif4c0xZbXOLNTXcuCGn8wrNSSel+dWvkjQ0qFx5pcwCkvSO3B2Y BHckCMCY8YcYOu5Bk04WfxjALQF2R1WVTmWlTjIpIjivvCJT1MxCOioaESc8uXu+N6uiUOLTVa8b OicjmDYtw333xQmFFC64wEVTk/S+SkSK96C46OGmDhtt2LiTJx4nxi+BpsT9wbRpGe65J4HFAg0N Cn//e3Zr/gsvWLnjV6Jp8sy9T+vTHEYGRrGwDqzRGJb16/o0llmx2+Ghh0SLgGuuce5MBe6NiRM1 Hv5jFH8iKQw3R24pw7bOFhh6W+ntdX70oyTf+16SG25I0Ae/gGQPQRpuJsHWKhabitEjDR1Xr+yU 1N2xw9BxzcK6dSovvWTlu9918thjNuntMgFqXEj5p7zu3M8tF4ImpRZx6+LMM9P88pfi5d1VjC/Z s5kzx8HT//cOAJsCxi1QSmW1+MMe5rQD4ay7+moXv/td760V/vtfC6/+Q9SBK4Hcmj5/nZH+kSzs bD1pXbq4T2OZmXHjNG65JUEgoGddrlBTo3PasUEsmk5bHhE3R/VgACxtpbf2KwrcckuCAw8UUdiV K+XWXNI98ukwCUs+EsXMKzqMTa9YqolNcNvWPUueuIu99tL4+99jBAI6113n5KqrnH3u+yMpLJaE qFVIez05n+utEuIA9kjpCvL89KdJ3nyzg7FjdXR9j82okiAU+B55xMaOVUKF0Ijm211uFQ1AAAAg AElEQVSsRtSI1m9catiYZuHuu+MMHarxv//r4PrrHT0KZYTDCgHEZn9htG/vyZH+UV8y3PZMgZIu Lr44xbx5Hey7b3YL3Pr1CgvmipTVkEvBZc2tbMQ1aDgA1vZgbhPtZx54wMbMmZ6c0kglexbScDMJ q1cI79zCmLFu+LUW8UIKbV1v6Lhm4rDDMsydG+XAAzM8+6yNiy5yychbiZJOw+Shoh7T12mE5YK7 vJaMAq5I6dZ0KgoEAqLHz7XXOvj1r/vWtFZiXrZtU9B1haGa6LXpGbWXYWNvsopNcMuW1YaNaRZG j9b597+jjBmj8eijdg47zMOKFbvfDoXDCgGraB+yKt3Qp+sO843gjLNuA8C6bM823BQFPB5RXn/D DQ4WLux5O/rUUzZ+dqVIWZ064bicaw19NSMAKO8o7Z6ZM2dm8HiE0uSSJXKLLtkV+VSYhWbRfFWt HmLsuJ3pMvHG0mhKWSwGD9Z5/vkoV16Z5OqrkyjKgBdbMyVWK9xztfC07j3q8JzPV1SVoEvB3ZEw emqGE4vBhx9aePBBO48/bpyarMQ8dPVwq4uLKHOZAT3cdtKZJp9s2mbcmCZi6FCduXM7uOaaBF6v zujRIvIT/ZrKfCgEZXZxj9I+b5+uabPYuPDgH5AeM1ZE3ORLhiVLLDz8sHCYvv9+94q6waBCGe0A DB2WexN6X/VwdFVlb7Uu77n2B5MmaTz0UIx4XChNNjbKojfJV5GGm0mwB0UNmmtw7lGGnrBUCVn0 dFOjoeOaEbsdbr01wcyZwiN37712brzRIRsjlxhKSKS66P78+lklfR6qEqWfhuL3w9//HqOqSuO6 6xzMnSvbBOxpdAk31EbaSVigfNhEw8a2VgqxBq15z6xvBhHx+eUvk8ybF8XlEtGfo47ycO21Dlpa xL2PRhWq3eIe5bvmfJmNwQ1sGV2NGmxH3bSxz+OZnUMOyXDnnQna2xXOPNPFww/vvtY8GFQo70xZ 3azkke6oqujl5ShtpS/Gc/zxGW64IUFjo8oll7hIlL6fUdKPSMPNJHgiYsGqGDXS0HFtnQW7WnOT oeOanUQCnn/eykMP2TnjDOn1KhVWrFD53wfeBGBJPD9VtsracZTFzeHpHjFC5y9/iWG3w3e/6+I/ /yl9g1NiHF3Gw+Bggm1lVlSLcd+/ozN7Q98DxUm+jq0zoN3QoGCz6fz5z3amTfPw2GM2XnstyhXn dUYl/X0TJwH4f4vu5QE+AGS6ZBff/naKZ5+NUVGhM2eOk1/9atf08GBQoUwRdZn/bp6X13W221Ml 1w6gO37wgxQXXZTk7LNT2HvX0JHsQUjDzST4O4SHafC4MYaO66wRBbu2Vilh92UcDnj55Sinnpri o4+sfOMbbtkYuQRobVVQO4QTI+Pz5TWG7g+gxGKYxY05darGww+LHm9erzkMTokxfP/7KTavaWZQ JEPdBGNbwbhqOoV62gd+H7dsGT1a5+23o9xySxxNg+uuc3LSSW60TkELNVDe52uM+JKypG0PFyj5 MtOmiVrzgw9Oc/zx6V0+DwYVKrpSVv35rf07XBq+jhS6CRSfFAXuuSfBFVekUBT4z3+sLFokt+wS abiZhun+wWgWC3Wjhxs67sGdfdwm6hWGjjsQ8Hrh4Yfj3HprnPZ2hXPPdbF1q4y8FZNQSCGA2ETZ yqvzGmNJahMArdvNI8hzwgkZFi6M7EzjffxxG8uWyeV7T8DdKpR/9aHGrv1jxxwGwAE2Y9PvzY7N Bt/7XooPP+zgwguT+Hw6+kbxfjxj6uV9Hv+rypJ7bkuA3VFXp/Pii7Gd69zDD9t45x3hMJ0zJ8EZ x3SKw+TZliHqc2HVoKOl3pD5Fpou/ZVgEH78Y+FEuOsuuyzf2MORb36T4Ay2o1dVo1qM/coUhwPN 54fmZkPHHSgoClx5ZYr//CfKTTclGDpURDxef91CMlnkye2BhMMQ0IV2t6O8Jq8xOtwi3Sy6w1yC PGWde5VNmxSuv97BiSe6efRR2XtwIDNnjoMH75kPwDqvsQuO6vGiO51y7e+G6mqde+9NcNddcUaU C2eRYkDEbWRgFO0u2DHIJww3+QP+Cl3GyvbtCrfe6uC881z84Q82Dj00w4iKzpKOsvwczYmAEJcJ N240YKb9RyAAjz8eo6ZG5667HJx8sps1a+T2fU9FfvMmId5Qz1bVeGW5jJZhh0sjVG+OvO9iccAB Gt//vnBzffyxykUXuZk508Nbb8n0yf4kHFYIaMJwc5fX5jVGqlNgIN5qTjW9rro3n0/n+uudfPvb TlpLv95ekgdPPmmjqbOHW72BPdy6aHdbaK1fa/i4A4nRo3XCbaJ/28o+tgMAEXEDWDnMhdrSAlvN 5UDqL2pqdJ57LkpNjc5vfuNk1Cgv7ZuEqqRaXpnXmKmAWPujTZsNm2d/MWNGhnnzOjj77BSLFlk4 +mg369fLDKA9EWm4mYBgSzueZJL1VuM7Q1tUC5vtHTiDEen5y5Lx4zUuvzzJhg0K553n5pJLnGza JBfQ/qCyUmdQxg2Auyq/1hh658s72WJeJdVjjsnw9ttRpk9P8+qrNo4+2tNjE2GJ+QiFhKNipEWk 9DpGjjP8Gg2OBLY2Wd/cG8m2JjSg2dL3/o9+R4DHjv8zw6afLv5i4cI+jzlQmTpV4403ohx0UIZo VKF1uXBeH7vfuXmNZ6sWOarWoDmf+UAA7r8/zmOPxTjnnBSjRok9m0nKtSUGIQ03E7B1lfCItrvz K8jtjZDXgT2to3TInV82lJXBbbclmDs3yrRpcuPcn5xxRpoZw8rQVRV32aD8BulMs0m3mVsGvbZW 5x//iPGrXyU4//wUXq+QM1+2TJU+mAFAVw+3wWlRj+MbNcnwa4S9DnwJHZn33TP2SIywA3zOgCHj nTLmNMqnHS/+QxpuPTJokOixevPNcfYbLF6yI4bm189wykRxz1M7+h45LSannJLm7rsTKAqsXatw 0EFCAbWpSTqQ9wSk4WYCdqwTHteIt+9SxLsj4hcNjRUpC50T++yj8cILMR58MMbPfpbA6xVBy1tu sfPhhxZMIFxlSpRwCN3n/6IYIkfKakSqUkXC/GmuFgv85CdJfv5zsfGeP9/C0Ud72G8/D1df7eDF F62EzOlc3uPp6uFWFxU1aBVjDzD8GjGfWPu1VnM7MQqNPRon6ACv3Rjn6erWz3nGJdIvWbDAkDEH MjYbzJqVwpFuJOlx0Zxsy2scvVzUKM5d/CRpbVflSjOydq1KOKxw3XVO9tnHywknuLnnHjtt+d0i iQmQhpsJiGwVKngJf1VBxo+ViYLddLN5U8eKhaLAmWem+d73RP3bp5+q/L//5+Bb33Jz8MEebrvN LouIDeTnP3fQsHU1jWr+acMTRk0DQG1vN2paJUNlpc7ZZ6dIp+Hvf7dz+eUuJk70snSpeAbjcZkR bRZCIQWXS2dIOE7QqeCpHGz4NeIBDwARk4k19DeuaJKgE/x2YyJu/1rzNFcs+gXRmioZccuBZOt2 GqwxPm9dmdf5i9NbALA3NvHE8keNnFrROOGEDPPnd3DzzXEOPzzNkiUq99xjx9Lpl3z7bQtvvGEh FivuPCXGIXeUJiDZKFJlMnmKMfRGulxE8hKN5ivYLTWmTNF45pko552XoqVF4d57HRx+uIdXXpGN k41g0yYVfzJN2Jn/0qV1Skl//PmrA8br2sXkyRr33x9n+fIOXn21g2uvTXDwwRkmThTh3zvucDBp koczz3Rx/fUOnnjCJqPDJcoZZ6TZuCHM6A4Fz6i9C3KNVJkwRBI7zCGPXhR0HXcsTcgBPoMibiP9 owHYNrYOtm1D3S6dptngisRpd4o6wXz4h2cd7Q74ziJ44L//S1t8YKg6DR6sM2tWiueei7FyZYSn norRqcHFvffaufBCNxMnejnzTBe33GLn1VfNn22yJyN3kybg3HEjATju6KMKMv6ph1wJT/+Iskga WePaNywWof40Y0aG22+H116z8vzzVqZPFwbCI4/YeOIJG7W1OrW1OnV1GrW1OrNni/MjEdH822a8 gOiAIBTM4E/ARo897zGWpTYzA1BaW3li+aNcV/Mz4yZYIlgswokwZUrya3+v43bDe+9Zee898Xc+ n87ataJ25A9/sFFfrzJmjMaQITpDh2oMHapR3ncVdEkeqOEgakeE1NChBRn/qMnnwnNLGZJ0Iavc uqGjA4umc+D4YwlZHIYMOTIg0rU/H+5lzHywLltCsqYwjtkBQyaDK5qkvRr8dn/OpyczSf7Z+DJV 0+DmeXDu/Hbu2vc2Hhn2UAEmWzzKysQepIs5cxK89lqGN96wdq77Vg4+OM0JJ4gQ3C9/6cDt1pk8 WWO//TIMG6bvjNZJShNpuJkAe5vwCpWNHEEh4gNahZDWVaWmuKG43XD66WlOP/2Lb23lSpWWFoU1 a75YGW02nV/8Qvz5xhsd/PWvdnw+Hb9f/BMI6LzwQgxFgWeesfLZZyq+TsdvKgVWK1xzjdh2Pfmk lUWLLKTTkE4rOzfq//M/wiT/17+srFypYrWKzb3DAeXlOhddlEJRoKVFwWbT8fnyLiErKOmORlQg 7nHmPcbz8QXs44SzPoMD3/kfvnfY5cCeYSnPmZNkzpwkHR2wZo3KqlUqkYiy87t+8UUbixZ99a09 fLjGp5+K1NTbb7fT3KwwdKh4Lm02qK7WOP54sVGYP99CR4d4Jm028W+vV2fffUVIb80alURCPHvi H51kEuyddng0+sW5pfj89Sc33ODA0vAp9wNr3DHy61rYM3rX2t8m1/7uUMOiSFT3524sdMcI/0gA FtbBSYB1yWKSxxxv2PgDEaXze2hzweA8DLcX1j5LU7SJ+6bBTz+En70P4w55lNkzrqaS/BSKzcDB B2scfHCSG25IEgzCsmWWnenyIqXeRjz+1cX2gguS/O53Ys9w1lkunE7h4AsExJ5kypQMJ5wg1vxH HrGhql3rtjD6xozROPBAsea/9poFi4Wdx1gsUFurMWaMmMRnnwn1XIdDvAfsdh2X64t3gmRXpOFm Aj796FNmAI0WJ4WocluibWEGUL9pEfm1tZRky29/m+C3v00Qj4sGo42NKu3toKpC4n7MGI3DD0/T 3q4QDits26ayfbu+cxP76qtW/v3vrxoZHo++03B75x0rzz331c99Pn2n4fbqq1ZeeGHXzy++WNTo XX+9g+ees2G361RV6VRW6gwfrvH440IG+6677Hz6qQVFYec/fr/OQw+Jz++/38aSJZYvbczF57fc Iq7/+OM2li8XaY6aJuqtPP+fvfMOj6pYG/jvbEnbFNJIAqTSBUIHBQEFQUBQBBTsBexdv3u9XutV L3ZRr73Q7CgIiIIFKdJDDS2kExJII5tetp3vj5PdZEnbJJvK/J7HR3LmnbJ7zs6Zd+YtuirF8oMP tBw6pCieZjOYzRJeXlXtn8tQTIqMHk1T3AxmA1+f+hHLBHjnN3j0twJeGPMCz474b5Pa66jodIpZ 5ZAh9jaSq1eXkpCgIjVVRXq6RHq6Ci+vKqe49es1xMfbK3ZDh5q58spSQEkYfexYzfLfflPK777b rUb5iBHw66/Kv2fM8ODoUaXcxUVRDEeMMPPDD8ru8MyZ7sTFKQsP6/MzZIiZn35Syq+5xp2TJ1Wo VNgWC4MHm1mxQnl+br3VjeRkFWq18uyqVHDRRRbef18pf/BBN1JSlOdTkpTfXZ8+Ft56S3k+H3lE Sf1hbVulUsqtz/cLL7iSkSGhUlX5EkZGWnjqKeX3+fzzrragI9bP0LOnhWeeUcqfesqVtDQlKuiu XWqu6nYIgDO+mhZR3OKlXEYAKcl7CeG2Fuih4yNVRvc5UJaIsxIyBOtCcFW7stW/iGcATexhJ7Xc eZEqfZLz3cCrCYrbF0c+Ueq7w3uj4dltsHCvmcd/e5zlU7536ljbKz4+cOmlVadxGg0cOVLMkSNq Dh9WERurJitLsqUZMJlg+3Y1Fou9YnfLLQamTjUjy/D00zXfxTffbGDEiApkGW65xaPW8rffVsoH DADwtCu/6SYDixcr5WFhnqhUVfO1Wg3z5hl5+WWlPDpaV8Nve+5cEy+8oMzJAwfqavRfV7larXwn 115rtM3JEyZ42Pq1zvvTppl4+GGl/Npr3e3WQ5IEkyebuPtuZU01f767rX3rOm7SJBMLFyrlN9xQ VW5l0iQTTz1V47INobh1AMpzTgJg8m9a0smGOOumnAiVZ51ukfYFNXFzUxIph4eb7a4/8ICRBx4w 2l2rPik9/3wF99xjoKhIOSXRapUFrpVnn63gsccMaLWybfFY3X/pqacquPtuA2azhMmk5H+pvtsW HW2muFji3DmJ3FyJpCQVZ89WlR85omLzZvtpIyCgqoM9e9Rs3KitUW5d2G7eXLPc399iU9z27lWz YUPNciuTRxbBZvAMaJrpmLLrmsWHI+H+GLh3Hwz79UPm97yN3r59mtRmZ6Iuhc7Kxo2lpKcrSl1R kYTRCF26VD1/991nIDtbwmRSysxmJW2BlTlzjIwZY65UypX/+vat2lodMcKMv79yCmcwSBgM4OdX VT8wUKaw0GJ7kUuS4t9hxc9PJjBQxmwGi0XCbFZetFaKipRn22KRsFiU/quP/8QJFSdOKIpT1a50 1fN/6JCKEyfsFc/Cwqrf8ObN6hrlw4ebbYrbli01y4cNM0OloeLOnfblgwNPQgKowiJpCXLclA9Z lJlCSIv00PGxnvScNJ91muKmklSsnLmGYI9geG8qmiNCcWsIVWEBAGP6z0CjavzSdePczQC8tOt5 dvjsxHzgKG8e1KFas4qc4s7l69wYrMqcotDZrz00GjhzppiSEiVYUmGhREGBhL9/1Zy5dGkZZrNi /WO19OnZs+r98cIL5ZjNkm2+N5kgOlopt1jgvvugoMBARYVkm/cHDlTKZVmJ3m2xYJuvLZaqOdu6 8Xu+dYabW9X4vGpxS62tXJar2rfO/RYLnD2rso3dWhYdXbX5tmNHzWcxLKzq8//1V83ybt2qyjdt qr+8NiRZbj8xxnJyitp6CO2S1EEhROeWkJ+ej0rt/HgyO2PXcM0Vt3J0TF+C1sQ4vX1BwwQGerXb 599orPK5MxiUCcy6sLXOHp6VG2YFBYoiaJ2gzZVrWusO3pkzEiUlEiqVbFt4azQQGqqU6/VgNEpo NLJth0ujURRdAM3ePfjOmEzpQ49R8ux/Gv1Zpv54OQeylfDbM+Ng3XfwS29Y/NRkvp2xqmlfkKBZ tOdnvzaqv+Ctz7d75aapXq8sPGS5ajGh1cr4VZoy5OUpp8hWVCql3GqFVz0XpCRBwj+uYPKPe9n+ xev0nXmv0z/L0d2ruPzqO9g9aQA9v93l9PY7A+pNv+N3w1w+mRXO7E+POL39wNvnw6+/knsiBbmF Nmc7A9q/t9JlzkxK/vlvSv/vX81uz2PRi+jeeRPeeYecG+90wggFTaGjzf/nY10HWZVLWbbO60q5 NZqnda0ky9YNd+Xv0tKabWo00L173YGQxIlbByCgrIJsDzVuLaC0AXh1DcMCuOaLhE+CmlQPlNKQ 3bmPD/j41L0XpJyO1F2uBMGou1xVpOy6Wprob2LddV1y9DNi+x6kOC2Jq3buYqzu/vP2GgWC2rFu NtRGQ8+vosDVXe5pbzGE69ksAHx6RjdqjI7i0TUUAJcCMffXhUGv3APz+TenmZw4d5xt6Zt58KIo uvyqBCgxXjbRqX10JqymkolyLs5IjFF2zwN4fPoR0muvwewbq3YHBYJGYN2AVtWxPHevaQlph0dN S9IGEekAOgCBZSZy3FvOU9NXF8g5D3DPL25YWCBoQ/bH/wnAvpK4ZrVz58C7eGfShxhefhMkCc/n /60cEQoE7YiueeVYJPCPGtIi7Xt1DccsgWtB0/MidnYq9EpycrOXcxW3HRnbeHbHUxztobzbNbGH nNp+Z0MqUBS3n3I2Naud5IIkxn83mpfi/0fZgrvh7Fncvl7ujCEKBK2CUNzaOXmZOXgaQe/WBLXc Qfzc/MnTqfAuEgGhBe0bU4Fe+b8TFlGyLFPcrxfceSeauBO4fSVe3oL2Re8SN+SgELQtNP/7evij dwfvYjH314UlvzLipo9zkm9bsUaWPNxN8WkUAUrqx6jPBsDi07zonr6uvsTlneCk/gSl9z0EHh54 vLdYcfgWCDoAQnFr5/hXKDuh0dHjW6wPD60HffuOwavEWOW0IRC0RwqVXVd1l+b5giTo4wn/NIjn d/wbXn4Zi84T3ev/Rap0gBcI2hyzGdWZDCzdWyaHG4BGpcG/Rx+6G4WZWF10NSu5224e/YhT243w UZJwH3Q5h8XPD604casXU+XJp8W7eQp0F1dfvF18SC1IQQ4IgAceQH32DG7ffOmMYQoELY5Q3No5 6rxzAOh6tHCekYAAJIvFZo4gELRHrIqVtkvzEmME64IpN5dzuigNgoMpe+RxVLm5eLzzljOGKRA0 m3Npx5BMJuJ1ZS3aj+Tvj6TXUyOmtgAAqUgJnCA3U2E4n1CvMCQkkvKTMQ0ajDo1Rbx/68GUlwuA 5OPbrHYkSSLCJ5JThalYZAs88QSyuzse770tTt0EHQKhuLVz9mxXIuDtK2jZCWVvRQogknAL2jfq ykWUa5fAZrXj5eKNr6svaYWnACi95wHMPUJx//RDVKkpzR6nQNBc9PEHADjr27LJ4eM5h2Q2g1Aa aiU3MxGA/WXxTm3XTeNGiK4bSXlJmKIVH0bNkVin9tGZkCtNVlV+zZv7QTFTLTeXk12aBUFBlN22 AHVGOm7ffd3stgWClkYobu2cUyeV8MMnjOUt2k+SWjnJMOWcbdF+BILmEGJRfNu8A8Oa3Vaodzin i9KQZRnc3Sl55gUkgwHPl55vdtsCQXMpS1UC8MgtaCoJcEqjBKWqyDnTov10VCoqo0qeVjk/8ub3 M39i/937MUUPBoSfW334VihpNGYMa36i+NHBFzM1YjoVZmVDvPSBR5Dd3PB49y0l541A0I4Rils7 RzqnvDTUQS1rKmnyU8xASjNPtWg/AkFziJIUE0n/oJ7NbivMK5xyczlZJcpvrOLauRiHj8T15zVo d+9sdvsCQXMwnVZOfjVhvVq0H4OvMveXZKU2q539WTFsOvW7E0bUvlAXKYqtWzNP+Wujr18/AnWB GAdZFTfh51YXLoXFyGo1ESEDm93W3YPvZ8X072wBYuSgIMpuvQN1+mncVn7b7PYFgpZEKG7tHNdC xSHXs3toy3bkryyIK7JOt2w/AkEzkAqVXW/Zq3mRxQCujJjGvYMfRKIyIbIkUfzSKwDonn1KyaYp ELQR6nRlLtZFXdSi/Vh8uwBQlp3erHaWx7zP8pWPYirtXGlltMWllGjB08PP6W0fP3eMF7a8wGGv YizePmiOiBO3ujDkZVPu6cbZEudZBcnV/DrLHnwU2dUVj3feBKPI6ilovzRJcbNYLDz33HPMmzeP W265hVOn7E9pVq5cyezZs7n++uvZvHmzQ21uSNhQb7kju3nOkGmtfhyVca+cpPyiIuuVay6qrkEA GJ1gLtNZd17bE631rLfWWByVSUjbS4mWujMgN4J5/W7kxbGLCPIMsl0zjRhF+ey5aA8fxPXH75vd x4WMo/e8Neb+9javOyLjnaNsUvj2bJkcbjb8lQitxuzGzf1SYQEuf/6G7qXn0U2dwPK7fmLDG+n4 9+6BzzXT8Hj1JbRb/oLijq3IuZaUUeCq+MU6m5N5J/jP1v+w5+wuTIOiUScmIBUXOb2fzoA5P5d0 dQkn8o41u62s0iwGL+/HA5vutl2zBIdQdsvtqNNOibm/Hi7UtXhry9T3XmzS6ufPP//EYDDw/fff c+jQIV599VU++ugjAHJycvjyyy9ZtWoVFRUV3HjjjYwdOxYXl/oTSD/9w0O8f8mPqFVq2zU/Lzd8 vVwpr7Dw6aa3SCo8QdilPW0y1cszzhXx6SF7mfPLATuZQB9do8urywyedhGBProa5VaZ1JKTXDZn GCajVKMcYNmxxSQVxnHJVYPJzKsZOczPyw2/UiWSUnCvllXcPEIUnyHXzBykfH2z2vpm13ucOHeM y64dhqba/RTUg8aElK88I4eyD1JQkc+E0MvrFP9253vE5xzl8hn90ZhlMJmQTCYshgqKy/QUluSx 4fCHZJSeYdK0FeQa81G7uOLiqsPV1ROtqwff73iHY/knuGx23ffJkbF8s+s9juUe4ZKrL8JF7Ypa pUZCid5VXSYu9xiXXTMYtSxhthjBYkErqZEtFs6VZPPdrpdJyU+kz4T3UMvgofbA39UX2WwmWZ+A bDETUmSgwA0kiwmNqvnKW5mpDH2ZiepTYcnTL+D663p0//0PxgmXI7u6NrufjoQj99zR56KheeCb Xe8Rn3+CNVdvrFPm253vEXdOeXY0klqJfijLIFuQALPZxNdbXiUxP56h07/BVe2GSq3FRe2CRu0C ksS3O97lRN7xep/16uNVS8qepiRJyLJMhdmALFtYseNtTuadYPTMfrhp3NGqNbZde+vzbnvWrx2K RlIhy2A0V2CWzVgsZswWE1/ueINE/UkunzUQSYa8slxk2YJsUT6XLMv4Z+VToZHw7BZV53fsDFyC QgDITTpIZD1zv1RWhmb/PrS7d6DdtRPN0Vikys9uVknsC4FjgTA0S2bI7p247NoBvIGsVmMaPATj 6DEYLxmLaeiwDvWbcis1kOEu4eXi5fS2I7yV93pqYQqmQYNx2fE3mr27MQ0b4fS+OjpuRWXkBzhH gfZ38yenLJvUAvtAVGUPPor7iqXoFr+BYco0UAujtPNxdF53VGZu5Hik/JrrX0fbiMs9xoRZQ1BJ KsyyGVm2YJEtWLCg0+r4dqeyPhlyVUSNNYOPiw+SJPHV9rc5kXecETN746p2RaVSo5bUqCWV3bzu 6Gcad81gVJIKrVrpz2A2YrIYkWULX25/i7i8OIbP6EkX1y5IkkSZsQyDxYCMMiZw1kQAACAASURB VJ+u2PkWh0wpTOs9rdZ+JFlufAzgV155hejoaK666ioAxo0bx99//w3Apk2b2Lp1Ky+++CIADzzw APfccw/R0dH1N1ptkSewp1QDi399jbuH3NdifQQW50JUyy4QBAJncDQQfv72dRZG39usdhL08Yz9 dgR3D7ubly9+067MY9GL6N55s46aAkHrEO8Hq1Y2/1mvj8DjB+CyyxpVR3Z1xThsBMZLxlA2ajQj E+4j1ZxjK38o6nZe0lyFdvcutLt2oDl0AKkDm58Zh48kf8Mmp7erL8+j75IIpoRP5YeyOXjff5fT ++hM/B4Ful9j6OPXt9ltjfpqMMXGYnL+mU1OTtXGuueTj+O+9PNmty8QNAfpBZCfr109a9KWdXFx MZ6enra/1Wo1JpMJjUZDcXExXl5VO1M6nY5iB0wlfuoHyBJupq5IlRacEb7h9OsRzIGMI5wqSlIE q8lYy88VlbLz9E5MqmI7mUjfSFt5TOoRjOoiO5k+nsMZENrD4XLATkYtaZjaawpFpSZb+fkyLmot I7peysG0OLvPW11Go9KiqfCzfe6q705NriGdzRHw9cHXuO/Shfi5O9/OHoAAT87ccxOqpGSCq5mO NZY/k/+kyFD12SdHTcZFXf9p64VEXpkeg9lg9x3LQHphOjklOWSXZFNmUnaffFy9mRg5EYBfEn7B YLZf+JhUILm4MPOiWfya+gdGSUbj6o7W1R29qZgzpdmoZfCSXOnpFY5kMiGbTGA0UlpagKGiFI1F uU8WiwWTbJ98vbtXN84Wn8Uiy0iV46xOhE84blp34nKVZ1slSfi5+SmnFMgEewbT2683J3JOEHfu JAAWlYSvuy8qtYYQn+70DegHKhXrEtajryhQ+lCrCPeLoodPKL0D+yJLElvTd5BZms3Zkkx+7gOH 97/KPWMWNOv34OHTD4CU/BQCA8/bTX/peSjOh9zcJrffHok5s4+C8nwmRk5CVblZJssyRYYiSo1l FFYUcDznODIQ5hPK8JDhGC0m/j71N2bZhMliwmQ22Z6V6KBoQr1D+SXhlzr71Kq0uGpcUUlSpT+h hCSBq9rNFhhGAjxdlHeKjIwsy0T5RmG0mIjLjVOeCwl0rp6oVRoklZpI30ii/HpyOCuWY7knkAA1 KoJ0XVEBYd6hhHuHcSQrloTcBNspsI+rDypJItwnnIguERjMBv5K2Wz73UmShJ+bL+Fdwgn3Ccdg NhJzJoYSQwklxhJAedYHdY0myjeSCrOBvRl7kGUoNZZQZlIiAKtVaqb2mgqSxJ6MvUiShCRJFBmK bXOkVu3CFT2vIDb7CEgSsiSBBPryAvQV+azuD9uc8KzXx9kB4awfoSKg2EJ0UDQ9fevYwNNoYOhQ GD8eaeRIXFxdcQF+iv2K1LgcO9GPUr/i/vuepN8Nc5ULpaWwZw9s2waxsR3Of1R722015wgnEIgX Xdy6kF6ahvct8yBmJ+ibZ/HSWdl7Joa3+mSwtFs3Ar2afy/6BPbm96TfKTYU29/bV/8LhjIoKWl2 H+2J2uZ+K0aLiXJjGYezYikyFBLmE0aJoZSR3UYgSRIHMw+Rmp9ao81pvabipnHjcFYsqfkpqCUN MjImiwmoWgMm61PIKEqHyjdAuanCFtHTRa0l3CecM8VnkWVl7jdaDJgsZlt5mE8YZ4rOKu8QSYUK iQpzBeUmpQ2VSo2vWxdUthMypZ8ubl2Iy1XWHipJoquuKyqpap09usdo4nLjOJETh1Qp4+8egCQp 78WxYZciAdvTdpBTqsxxEuDj5oOEigkR45GQSMhLICkv2e4d4u/mx6Xhlyq5GvXJZJVkUWIopthQ glzZ17Te03FVu5CsTya7JBuAoooiCo3160xNUtw8PT0pqfZQWywWNJU+J+eXlZSU2ClydTF7PoDM wkGzWDTuDdv1DLOBaV8OILvUesVeJgcwmA0s/HIA2Tan6CoZ6+tkkNnAsBoyw23tNFQ+vLIfexkT CweFsmjcGwyvvFJTxsjCQX1YNG6t7TPVLmP/uatkKi+U5fHkhn/byTiTUm0eF/fchDnKzOHbfmmS GZrBbGD+in6cK6v+uUJbbMwdkXv/WMDhnIM8Neo+8iv03DrgDgCm/nAxx3NO4ap2paJSf/LQmDl4 6zv4uvmRkfAjAC5qVx7b/CD5FdaXu4GFg3xZNK7Kz7TGs0MFCwddbrsPVeVWASMLB93Ds5e8SEFF PvpyPfkVej5K+JFlx74AQKf15P1JnxDhHUmAewB+bv7IyOf1I7Nw0Nwav9/LashcV+P3e9eXf5Jd WlApY2HhoEl2v9/eZgPzWuD3EOAeQGp+qt2Oq41Fbzer7fbGmaIMLvlqIGbZzEX+SdzU/xbuir6P EmMJkZ+F1JB3VWcTe9s76LSezPwiHE8XT3RaHcWGYnLKlJeMr+tpdt24lrTU6QR5BNFVF4yfqz9X rrpMyZEEKM/XnfXPb8DCQTfVkBnbgEyG2cAUOxkLCwddY5PJMBu4osbzN6/G83fblwPILi2rJnOd 3fMXYRtvSTWZi23t9LP7TNbULWYWDurBonFv0K/G57bOkYbKOfI7u889uxXn/ncPf8xrMxRFytf1 NLtvWoevWwNKYqEBUMKmL97xTo1ik8XEgz8/zLczVlVdHDhC+a+D8eyOpyiqWM07OZNapP0o3yji cuLILpORXnu3RfroDDy1fjZ/pWVgLFKTU958P8AQNyXgW7I+mRBVNVcUyR0Wf9Ts9tsTGUXpXPLV IMyymYtDsvF3DyS7NIuvpn+Pr5sfi3a/yDsHqluYJACw/5bfCPUKIzZ5PTsztvPtyS8pMlR99wsG hfHKuDcJli10k1TV5rfqc78yv/lXXqldZlIt65Pq5VfU8f6wyphrrD1qvmNq6hdnal2fzLbJ5Fa2 M6fGe2g+i8a9gXVb16PWd8hc+lW24w241foOUd4PXoAXtb0faqdJBrzDhg1j27ZtABw6dIg+ffrY yqKjo9m/fz8VFRUUFRWRlJRkV94Qy459QYK+KtHl2sTV1W5Oy8m0Vj/OlHEmOaU5ZJZmklOWw7Kj TTMTWJu4mnNl9icULTnm9kZ9TqdbTv/FI3/dz08JP5KUn8jC32/lxV3PYa7cVXp36rv8OvtPfFy7 2OqUmkp4I0aJcnht77lc23supcaSakqbgrOe9fSi0wTrQujvfxHDg0bya8p6W3mJsZgdGdsYEDCQ IF0wWrW2U/wewrzCOVVwCovcsU4AGoNFtvDx4fcZ//3FmCtPyo6fO8quMzsA0Gl13BN9P0+OfBpv Fx9bvQpzBW/EvIKL2oXUu89y9PYE/p6/1853UV+h5819r3Jj/1uYFD6FQQHR7Dzzd7t5LtrbM9re 5n6D2cDyw8ttf+sr9LY5x1E2zt3M4svet/09q9dssu4rsFfaOjDrk9ayPnldy7V/w3ri7ky1+10J avLy2NdYfc163DXuTmlvbLdLmdf3RlzVHcffsqnc9+dC29y/++wufklex4GsfeRWrtdGBo8iOmCw Td5L68Xf8/fQw1NRbqdHzWBw1yF2ShvA8mNLSNDH206xxJztfJnaaJLiNnnyZFxcXJg/fz6vvPIK Tz31FEuXLmXTpk0EBgZyyy23cOONN3Lbbbfx2GOP4doIR2STxcRzO56y/f3FkU9aRaa1+nGmjDP5 +eTPtn+/EfMK+vK8Rrfx0eH3a1xryTG3Nz6L/Zjndv6bg1n7+Dz2Y+7/8y6bycDGlF/4Nu4rm/Op m9qdjyd/Yat7RdQVpBQkN/jDbq1n3ZFJpjP8HkK9wjGYDWQ6McR0W3H+xoH1N6ySVPyctJZCQ4Gd fJCu6pTtpUtfJcw7vIZMU14+7em5aE9jcaaMs1ibuJrM4ky7a01REmNzlfxjv8/dwqdTlnUqJSS3 LIcyU6ltLnc2IV4huGncWqTtzkQv395c2n28056tWb3n8L9JH9M3oPn+cm1N9bm/wlzBmoRVzF13 DVtPb8ZgNpCgP2knf1P/W8m49xy9fZVDlQmhE8ksrZoHioxFLD+2xO67FnN228jURpOCk7QUtZor CVocg9nAiK8H2r3AFw66p9GmOWsTV3PX77dzdc9reWr0M/Ts0tvZQ20z9mfFkF+uZ1L4FNu1clM5 GpUGjUrDDye/48FN99gUMyubrvubQYGDOZZzlNnrZqCvqFKIq3/HgYFeDP9oBAey99foe1LY5Fbf vZ764+XtZiwtyc9Ja8ioSGVu5M0EuAe09XCaxb1/LOBobiyvjnuLz498wubTf7L35liCPIJ4/8A7 vLj7OTt5jUrD1nm7bS9vR+55SzwXgYFeYu5vI5x1P6etmsjhnEOk3HUWV7Ursix3eOWtzFTGZ4c/ 4uU9LwCw6NKWCRKTw2ne2/4BkyOmMr7HZU5vv7Pw2p7/opJU/GOU8zYwZFlG10VNaUHHtri4948F 7M+KYUr4VFYlrCSvctPuiRFPEuXT0y7tAdSc+384+V2DMi2FmP9rpz6fWqG4CZz2o312x1N8cvgD 1s3ayMXdxjh7mG3KnRtv4WD2fm4bcAcnzh3n+LljJOYnsGbWBkaHXMyCjbfwc7Lix+iiduU/Y/7L 5aETifTpiSRJDX7HYvJqOzrDd59WeIrRXw+xmcMADA4cyuLL32dgwKB2rYh3hu+/IxMY6MWKvd9x 24Yb+NeoZ3h8xD8bVd8iWxi2YgB+7v48d8mL3P/nQh4f/s8WjYTpLM7fkDOYDaQXpRHVpRdlpjJ6 fx6KwaL48vm6+rL7poMN+/81kqPF+5i4YiKPD/8H/xr9rFPb7kyEfOSLRqUl5a4zTkkFU2os5aKl PRkXfilfXvmDE0bYNmSVZDLsywEYLUrwsgD3AOb1vYmb+t9KL9/ebbYh5yhi/q+d+hS35j/9gg5P fUe4jfnR7svci0alwUPrwaeHP2Ri2GR6+XbcU7dSYykmi5EyUxkbUtZjls0s2vMSAJ5aL4YHjcQi mzGYDew+u8tWz2CuICk/gQWDqhQ1Z33HAuciyzKZxZlkFxcQ4tmtrYfTaKwnG/87sNimtGlVWpZN +4YrwqbYTj02zt3clsMUtHOGBY0g3DsCtyb4D6kkFQdvPU5BRT4pBcnkluWSUpDcAqN0Pp/FfszR 3Fh0Wk9WJ/zA2sTVBLgHsv2GGNSSGg+tB4YKRXGz+v85O0hMVGUUz9TClAYkL0xkWWbF8aWYZTNm s5llRz93yqaAh9YDD607yfqO8ayeT0zmHn44+R3+7gE2pU2n9WTz9bsI0lVFrXZk7hfvh46FUNwE bJy7udm7HhXmCo7kHGaA/yCO5R7lmR3/YrHWs0MobtV3XU0WE9vSN/Nj/Ep+TV7Pw8Mew2Qx2RbF Oq0na2dtYGDAIJtD7g8nv7NF2bOy7NgX3DHwLtuJpZgY2ydJ+YmM+Wg4N/a7hXcmftDWw6mT808G DmUf4NPYj9CqtLwx4R02pFaF4zdajGxO+5PJ4Ve21XAFHYwgjyBibo5tcn1Jkuji5kskHUcJySrJ ZG3iasyymavXTAUg0L0rE8MnU2Gu4OekNeRX5NvVOX9edwY9vHugVWlrJINuKrWZ9XdUUgtS+L+t j7Itver9+UbMK8zpc71TTj7DvSOIzTmM2WJGXUdS5bbm/Pt5IGsfr8cs4q+0PwHlJNhKibGYdw+8 KSJ5d3KE4iaogdliRkZulDnC6cI0PLQeDA8aQQ8vJRLR6eK0lhqiU/ks9mOO5Mby56nfWZu02hZp Kcw7Ak8XL947UBUWvsRYzHdxX9lNjOI0reNie1aL2vez+lnsxxzJOUx+eT5fHP2UfVl7AejvN4DV 8T/UGjDE2QtMQedHlmVkZLtcRw3xv4PvcDLvBM9f8jKBHoF0ce3iNCWkpZBlmeXHltg25FxULnx4 xadMj7ra9t5rrXldrVIT5h3OqcJUp7RnPUWcEDrRKSaFbYkkSew5sxMXlYvNZNWZJ5/h3pHsz9pH RnE6Yd7hzW6vJbDez75+/fnXtif4/dRGAMZ1n8CI4NEs3v+6nbyY+zs/TYoqKei8rDz5Lb2/CGNT 2h+NqtfLtzdxd6by7CUvEuoVBkB60emWGGKjqCtEf2bJWVae/Jb/7HyGn5PWkKA/yaa0P5BlmTsH 3sUvs/8g5qbD+Lr6NhhFb+PczWTfX1jjP6G0tX/cNG6EeIZwquhUw8JtRFZJpvKM5sdz36aF7Mva yxVhU/h+xk9snreDZcdqpu+4kKK5CpzDL8k/M2h5H35OWtOoehtTfmFV/EpbAvUI70jSitpnio2s 0izu+2Mhnx35mBXHl9quGyyKuXt1Rac15/UI70jKTGW2BO9NxTpXxOtPNjmtT1tgfU/Lssz6pHU8 vvkhZFkm3DuCf41+xqa0WXFWeowI7wgApynNzqb6/VyX+BMHsw9wccgYfrrmF1Zd8zNbT2+qUUfM /Z2fjr0dI3A6QR7BFBuL2HN2F1dGTGtUXZWkQqfVofXsjoTULk4xqu8+7suKYW3iKv5O30p8ZXhc CckWCVJfnseOG/bTVdfVVl+cpnV+IrpEEHMmBpPF1C53qJcc/czmw+CqdmXdrI0MDRpuKxdmuAJn 4OfmR3ZpFgey9nNNr9kO1TFbzBzLPUIf3362/FpTI69iYEA0ZaYydFpdSw7ZYUwWE8uOfs4re1+m yFDI0dwj7eqU+rMrl6PT6JodiXP5sSW2ueKVPS85zaSwpfks9mMOZO0jwieSLaf/QqvScu/gB+nj 17fWjQRnvYPHdB+HWWMgwD2wWe20FC/sfNp2P9898BZrZ22gr19/4bt8gdP+VimCNmV48EjUkprd Z3Y2qt7cddcwKCCa58e8hIvahWBdSJufuGWVZLIu8SdMsvLS1lfo+eLIp3hoPJgUNpkx3cbxwaF3 ySs/B0CBoYB3DrxhZ4IhJsbOT6RvJLvSd3G25IzttLg9YJEtPL/jaZYc/dR2rcJcwQ/x39kpbgKB M4gOHIJKUnEge5/DdZLyEyk1lRIdWJW8t7FRKVsKq2+Qv3sAT2x5hCO5h/Fx7cJr49/mu7iva8i3 5Yacp9az2W0YzAaWH1ti+7vIWNQiwVQaS0M+d4n6eNYkrsIiW0gtTGFCj8t5ZdybNv/4lnwHj+9x GXOGzmx3UQ1lWebjw++zKqEq2qW+Qs+K40vb/H4K2h6huAns8NR6Eh04mMM5Bykzldl2Uesjs+Qs 29I341FNduXMNW2+07f06OeYZCVp6hsxr/DD1esY130Cw4JG4KJ24YeT39mUNivCPvzC46ZBNzHQ Z0i7OR0AZRH2yF/3syphZY0y8YwKWgKdVkc/v4uIzTmE0WxEq9Y2WOdwzkEAO8UNlE2HCnOFQ++P lsJqbfHkyGc4knuYeX1v5LlLXiLQI5A7Bi5ss3HVRnJ+Iu8ceIvLQicyu/d1TWrj9b2LGgyS1RZU t3rRl+vZfXYnu85sJ8w7nHsHP8gP8d/bzGp1Wh2fTF6Cn7t/q42vwlRBVmkWQR5BDQu3Akazkae3 /5Nlx76oUdYe7qeg7RE+boIajAq5BKPFyIEsx3ZeYzKVQAnDg0barvX160dXj651VWmQunzTHMVg NtiZOeor9HwX9xUXdxuDi9oFcCyTvaDzM733dBZG34ufW+stFuqjyFDIjb9cx6qEleg0NZVJ8YwK WorhQSMoM5URpz/hkLzRYqS7Zw+iA4farh3M2k/4p0G8FfNaSw2zQc4UZbAu6Sfi9SfJLD3Llnm7 +N+kjwn0aJ8mcRVmA9/Ffc2OjO1Nqp9TmsOHh9+rcb2t54rqPlqDl/dlwLKeLPjtFj4/8glrE3/C YDbw9YkVNvkSYwlv7nu11cYnyzL+r/tz8y/Xt1qfDfF/Wx9h2bEvak3N0db3U9A+ECdughpMjZiO xWJ22O57f1YMACOCR9muHc4+yO+nNnJtr7lNSgnQ3MhYaxNXU2AosLsmQvQLasNoNpKgj0etUhPl 07Oth8OC325lW/pmpkZM5+PJS/DQerT1kAQXCJPCpmC2mHFRuTgkf2P/W7ix/y3Ismy7FqwLocJc 0aYpAf65TUnjAvBmzCvM7dN+Fua1EV4ZJKMp35lFtvDwX/cqi/pLXuLBoY8w/MuBGMwGjtze9AAe zkgrUN3nLqcsh0u7jWd86GVc3G0sQ7sOY23i6jb1NZQkiTCfME61o/QVd0ffT4W5nDcnvIunS91J mAUXLuLETVCDsd3H8d9xr9PXr59D8vsy96KSVAzuWm3XNfsAb8S80ih/CStW37R4/Une2te0Xdvq IfytiN0qQW2kFaQx9tsRvL3v9YaFW4DzT5efHPU0dw26lyVTvxJKm6BVmR41g3cmfuDw3G+lelCN IF0w7hr3NkvCfa4slz+q/Z6s4ePbMx5aD4I8gjnVhDQKHx/+gE1pf3B56CTuH/IQAD279MJF7UKF uaLJY/os9mOe3/m0TQFuLJklZ2tEvO3n359Hh/8fF4dcgqvatV1YvUT5RpFfkU9+ub7V+rRinft3 ndnBot0vAjAgYCAfT14ilDZBnYgTN0GtmCwmjubGMjAgusETrx5ePfDQetg5WId5Nz0lwPJjS2y+ aR8cfJe7o+9rtL/cwIBoTurjWDlzDZeFTmz0GAQXDqE+oUhIpBW2TUqAz2I/JiZzD7cOuINHhj3B 8KCRdmbHAkFrYpEtnC5Ks50C1UVSfgLzfp7NPYPv567o+2zXVZKKcO8IUgtTkGW52ZESG8vDf92P jH0qgo7gGxThE0lM5h4MZoPNnL8hZFnmUPZ+unoE8f6kT235976bsbpRufjOp3py8g8Ovssjw59o VH2zxcz162bZcqJaaY9WLz19FSuLU4WpdHHzbUDauXwW+zE7Mv7mXFkuSDCnz/WN3jQRXHiIEzdB rfxr2/8x5cfLOH7uaIOyH09ewsqZ9iF7e3g2TXEzmA12+XXKzeVN2i3956h/869RzzChx+WNriu4 sHBRuxCi69Ym6Su2p29jTeIqThelsWj3i07JTSQQNIdbf53PqK8GU2QorFcuNucwaUWnbEmsqxPh HUmRoZC88ryWGmatpBak8Oep32pc7wjWFhHekXRx9WVNouNRLSVJ4pPJS/l97hY7/73mKG2AXXLy Dw69h76R93HRnhdr9ZNsj/chyjcKaJqZalOxyBZWx//ATwk/klWaiVatZeXMNUJpEziEUNwEtTIi WNnx33N2V71yRrOx1uvdvXoANHoxXJvN+9KjnxOfd7JR7UT6RPH4iH+2+m6voGMS5h3O2ZIzGMyG hoUbQV1Bdo7mHmH8d6OZvW6GXUS1APcAp/YvEDSWvn79kZE5lH2wXrnDOYcAiA4YUqNsetRM7h/y cKsn4d59didqlZpPJi9plcTZzuTdiR9yWehE3jvwdoPmibIs8/reRSQXJCFJEt08u9uVx+ed5KZf rmPFsaV1tFA352+e5lfoeXr7kw5vKv2ctJb/HVxMlE9PEhecbvf3YXz4eJ4Y8SS9ffs6td3a5v4y UxmgKLCPbXnIlkNWq3JhgP9Ap/Yv6LwIxU1QKxeHjAFgdwOK20N/3cuorwaTU5pjd926CE0vbtyJ W20272bZzIOb7naofpmpjHv/WNDoPHSCC5tQrzAssoWM4nSntmv1E0nOT+K9A4tZl/gTAD08e3C6 8DSualebbLGxuN374gg6P0O7KjkCG4oqfCTnMAADAwbVKJvf7yZeGPNyq0dxnN/vJnbesJ9Zvea0 ar/OIKc02xaB8eFN95F13gamlf1ZMTyz/Une3Pcq//77H7XKaFRq/jj1GzGZexo9jto2T3+M/54Z q6cQl1d/tNGTeXE8/Nd9eGh0LJv2Dd6uPo3uv7UZGjKUJ0c9zUX+A5zarnXuLzOW8Uvyz9y4fi7j vxuN2aKcZLqoqtJtFBoKxNwvcBjh4yaolXDvCIJ1Iew+s7NeP4V9WTEUGwprPSn4fe5WhyNTWtk4 dzMFFfksP7aU7p7d6ed3ERNXjsVoMWGRLQ2agKyKX8nqhB8I9w7n4m5jGtW34MLlxv63MCH0cvyc mHswqySTdUlrMFmMXPyNErjnkm5jubrXtXRx8+W/417j0c0P2NXpCL44gs7N8KARABzI3l+njCzL xOYeJsqnZ52L8xJjCeWmcvxbISeXRbZwIGsfI4JHEeET2eL9tQTVIzD+mPA9PyZ8zwD/QVweNokb +t1smxPe2vc6m079jreLD29OeLfWtkK9wlFLapILkho9jto2TwH0FXnMXnsVP8xcx4CA2k+H/N0D GNZ1OLcNuJN+fv0b3Xdbca7sHHnl55w271rTIBgtRi5a1pMSYzGg/LZyy3LYlr6lwajXAkFdiBM3 Qa1IksTo4EvIKcsmpY7JP7s0m7TCVIYHjaxVsevhFYqbxq3Rffu4duHhYY8xp8/1DAgYyNw+8zh2 7girE36ot54sy3wa+yEalYY7Bt7V6H4FFy5ju4/j+r434OPaxWltLj+2BFPlQkwjaXh57Gssm/q1 rXzFsSU16rRHHxDBhUWIZzeCdSEcyNpnF+a/OiWmEq4Im8K0yBm1lp8qTCXysxCe3/nvRvfflBye K09+y/TVV/Dp4Q8b3V974HzzRIDunt1JzI/n/YPv2N7BW09v5s9TvyEjM7PnNfTwCq21Pa1aS5h3 eJ3v7vrYOHczX03/njCvcD684jObieObE94ltyyX2Wuvsp22WrHIFoxmIwHuAfx49Tqu7nVto/tt Sy5fOYb562c7rb3qSniJsZhbL7qDLfN2sWHOXwTpgttFNE1Bx0WcuAnqZEH0PczqPYeuuuBay635 2+qKgLfrzA5+Tf6Z2wYsaFQut9SCFFvACEmSeHLU06xNXM2re15mZs9ZduZl1dmavpm4vBPM6X09 wboQh/sTCMpN5RzNjcVDq3OKycz5CzGTbCK1MNkuOmp7iKgmENTG/434F65qVyyyBbWkrlHuqfXk o8mf11JToZuuO2pJTWoTwtt/cvhDYnMOOZzDs9hYzMu7X8Bd485VUVc3PcyfIQAAIABJREFUur/2 QG3miVmlWWycs5ncsmxGV7ouLN7/hq381+Sfee6SF+uMuNzTpxd/pv1OQUV+ozekpkRMY0rENLtr tw64A61Ky6ObH+CFXc+y6up1trLF+99gW/oWPp+yot0mOa+PCO9I9mbublREz7qoTQl3UbvYvVfE 3C9oDuLETVAnF4dcwlVRM+3C/FdnX+ZewD7xdnWO5sbySeyHHDt3pFH9/mfXswxZ0d/2IgvzDueO gQspNBRwsh4be+tu6z2D729UfwJBTlk201dfwf8OLHZKe3UllhVRIwUdgVsH3MG8fjeiVtVU2kBR luo6jQPlxKeHV2ijI/Up5sU/kVyQxMzVUxzKrfX+gcVkl2Zx/5CHbUGxOhp1ncC8sudFJoZNRqfV YTAbiNdXBelqKD/dgIBBDPAf5NTInjf0v5ll077hsymKYrI/K4Y3Y17l9b2LOF2Y1uxolm1FuHcE FtlCuhMiC4u5X9DSdMxfmaDVOJR9gOW1mHQBDOk6jGt6zmZo12G1lvfwUlICpDVyMkzUx+Pl4k1X jyDbtf8b+S9ibo4lOrBmBDNQTDX6+vVncviVDKljPAJBXYTouqGW1KQVOSeXmzCFEXRkzBYzR3OP 2KwqzufOjTczYFkvSo2ldbYR4R1JdmkWxZX+PY6w/NgSWyTK/dn7GPPtCH5OWlOnkphedJoPD/2P YF0IDw591OF+2hsb526uEX3x/AiMaxNXk1tmHwSsPoXg6YufZ/O8HUT6RDV6PNNXXcETWx6ptWxa 5FX4uflTYa7grt9u582YV9GqtCyd+lWr+DO2BFa/yNTC1Ga3JeZ+QUsjTCUF9fLa3v+yKe0PpkZe RVA1RQpgZs9rmNnzmjrrWu3vG7OLZbKYSC5IYlBAtJ3fnNXUw2wxcyLveI1IZipJxfNjXqp3F1gg qAuNSkN3zx5OS8K9ce5mVif8gK+rHxNCL++wO9GCC5MyUymTVl7Kxd3GsHbWBrsyWZaJzTmEp4s3 HlqPOtuI8Ilia/pmThWk1hnMojq1mZjpy/N4bPNDjO0+Dj+3mkpBbM5hVJKKZy5+AZ1W5+Cn65jU pxA4M8R+frmefVl76dKAeeWmU7/bokbP7DmLwV2HOm0MrY012bwzcrltnLuZ+/+8ix/jv2fz9Tsd evYFgsYgFDdBvYwOuYRNaX+w9+xuOyVNX55HmamsRv6Y6oR6WhU3x1MCpBWmYrQY6VVHZKUbfpnD 3rN72HvzYbp6dAWUF83B7ANcFjpR5G0TNJkw73C2Z2yj3FTepKA61ZFlmWe3KzusR24XJjKCjoWn ixd9/fpxOPsgJovJztcsozidvPI8xnYfX28b0yKvopuuG75uvg71WZuJGcAzFz+Pn5s/FtnCL8nr uCrqag5m7ye/XM/0qBnsuekQgZXvgs5MY/2i9OV53LrhBgb4D+TV8W85XC++8gSvobxmR3OrXCD+ SvsDfXlenf527Z0RQaN4aewrXBIyttltybLMtvQtBLp3dXqKAYEAhKmkoAGs+dz2nLXPi/ZT4iqG rOjPj/Hf11nXx7ULnlovskuzHe4vIT8BgN5dalfcpkXOoNRUwtv7XrNd+/LEcuatv5Yvjy9zuB+B 4HxCK017G7PRUBfHzh0lpyyby0InitM2QYdkWNcRlJpKOZkXZ3e9KvH24HrrTwy7gsdG/KPezb3q 1JXD87dU5cTv6xMrWPDbrVz901Te3vc6/7f1UYxmI0G6YPEbqwVvFx8OZu1vMB/f+cTrlfvd169f nTLnn4425G/X3onwieSewQ/Q3/+iZrd1Iu842aVZjO9xmdhIFrQIYrYT1MuQrsNwUbnUSMRtDUwS HVC7zxkoKQX233KE3+ducbi/i/wH8Pr4xUwKn1Jr+c39byPSJ4oVx5eSXJCE0Wzki9hP8NDouKaD hSAWtC9uG3AnX07/nuA6oqg2hi2n/wLgstCJzW5LIGgLhtnyudkv/I9YFbc6/I2tyLJMVkkmKQXJ DvW3ce5mxnYbh4REwoK0Gn5eU8KnMrPnLPZm7uaPU7+RUZzOrRvmN/ZjXTCoVWoifCJJLkhulAvB yUrFrU89J26dMQBHakEKe87ubnY7W08rJ6MTQi9vdlsCQW0IxU1QL24aN4YGDef4uaOUGEts1/dn xeDj2qXBMP++bn6N2nUK9Qrj9oELaviwWdGqtfx79HOYLCZe3fMSv6b8zJmSDG7of5NTc3AJLjyG BY3gyohpeLp4Nbstq+I2QShugg6KTXE778RmZPBobrnojgYVt1JTKYOW9+EfWx9zqD+j2ciB7H30 8+tf61wepAvmiytXMKvXHNu1fZl70TsxamJnI8qnJ4WGAs6Vn3O4TqB7IP39BtSruHXGABy3b7yJ eT9f22w/eYO5gi6uXZjQQyhugpZB+LgJGuTty/5HgHuAzfk7tyyXlIJkLg+d1KCJyqZTv7M26Sce HfYEUV16NdjXjoy/CXTvSh+/ul8aM3vOYkjgUHZk/E1M5cnfXYPubcQnEghqUmosZffZHXi7+NSZ 4sIRjGYjsTkHGRgQbfPDFAg6Gv38+vPZlGWMDB5td31S+JQ6LSKqo9PqCPIIdjjgw9HcWMpMZYwM vrhOGYPZwM4z221/FxgKeCPmFRaNe6POOhcy1nducn4SAe4BDtV5eNjjPDzs8XplOmMesgjvSI6f O0puWW6zctE9MvwJHhr2mDDfFbQY4skSNEhv3z52TscHKkNEO7K4jcuL47u4rzlZLf9MXciyzB0b b+K2jTfUK6eSVHx25XKGBY3kbMkZrgib4pBSKBDUR36Fnvnr5/Bp7IfNaker1hJ7WzxfXLnCSSMT CFofjUrDNb1m2/moFRuLSdQn2EL2N0SETyTpRWkYzIYGZfdmKmZqo0JG1ynTGU30WpLowMFc0s3x gBsXclTmqsiSjpn21obZYgYQSpugRRFPl6BBZFnmvQOLeXnXCwAMDIjm9fGLmR45s8G6oZUpAU47 EGb9XPk58ivy6wxMUh03tRt/pf2BRbbYTHoEguYQ5BGMVqV1SkoAN41bk/InCQTtibTCU3wW+5Et QMmOjL8Z8+1w3t3vWJTCCO9IhxMbV5gN+Lr6MqqeE7fOaKLXkszufR1rZ22oVxmuzqHsA/RfEsmn h5u3edURseZyO9WMXG6v7f0vY74ZTlzeCSeNSiCoiTCVFDSIJEmsTviB5PxE/jnq33Tz7M7tAxc4 VNeay+10ccOR+hIrd03rSgVQneXHlmC0GAH4LPYjFgy6u8OGIha0D9QqNT28QhudMP587vrtdvr7 X8TjI/7ppJEJBG3DoewDPL39SZ695EX6+vUjtjIwyaDAaIfqWzcvUgtTGrSKeHjYYzzUQBLtzmii 1544qY/jXPk5XJuZDqUjYjtxK2h6Lret6X+RWphCD88eThqVQFATceImcIjRIRdTbi7nQPZ+foz/ ntMOLm57NCLEekJ+Zf6YBk7cOlsoYkH7IdQrnNyyHEqNpU2qn1GUztqk1baoqwJBR+b8ACWxtoiS jiVbviJ8Cq+Me7PBnGBWEz1JkkQIdSczbdUkpq+6wiHZ+EqXhr6+dacC6KxEBw7h3cs/5Jpes5tU X1+ex6Hsg4wIGuWUAFcCQV0IxU3gENZ8biuOLeH+P+/irZjXGqihEOgeiLvGnRJjcYOyCbYTt/oj VQo/B0FLEe4dDuDwxsT5bE1XTgQuD5vktDEJBG1Fd88edPUIqqa4HSZYF+Jw0J3owCEsGHS3LUdi XaxKWMmYb4azOW1Ts8cssKfMVMbxc8cc8l+LrzSJrS84WGclwD2AG/rfTG8HLH5qY3vGNmRkkQZA 0OIIxU3gEFbFzZpw29Goe5IkkbDgNCtnrmlQ9vYBd/Lx5C/o71d/Ekzh5yBoKRYOupd1szY2uNCs C+vC87JQobgJOj6SJDEsaARnS85wJOcwZ0vOMLiBNADVkWWZ+LyTDSaB3nN2N4n5Cfi4+jR3yILz 6NmlF6WmErJKMxuUPamPI8A9AD83/1YYWfvj+Llj/Jq8vkl1t1jzt4k0AIIWRvi4CRwixLMbEd6R ttDOw4NGOlzXRe3ikFxUl14ORYcUfg6ClqK/f/2bBvVhtpjZlr6Z7p496NWl/lNjgaCjMKzrcDam /EJSfiIfTPoUfwfDyluZvvoKQnQh/H1D3ebDe8/uxl3jzqCAwc0druA8onx6ApCUn0iwLqROOVmW uSx0ElrVhbssfHb7v/g7Yyun7s7CXePeqLpju19KsaGQIV2HtdDoBAIFceImcJjtN8TgqfVChYqe jQi/vzZxNbdtuJGUgrrD7JabyvnmxJccP3fMGUMVCJpEsbGY1Qk/8Hf61kbXzSvPY2BANFdGTBN+ OoJOw80X3c7R2xOZ1XsO1/Wdz8Qwx/ylQDmxi/CJ5FRhap0pBAorCojLO87QrsPRqrXOGragEqvi llyQVK+cJEm8MWHxBZ0TzxqgpCmRhWf3vo5PpixFcwErvoLWQShuAodJKUim2FiEBQsrji1pVL0N KetJzk+sUya5IIlHNz/AF0c+dcZQBYImUWIs4d4/FrD06OeNrhvoEciqa37mlXFvtsDIBIK2IcA9 gK4eXdmctonD2Qcbnesr0juKcnM5mSVnay3flxWDjFxvGgBB0xkQMJArI6YR5BFUr1ypsdSWh+xC xZoSwNGk8VaS8hPqfL4FAmcjFDeBw6xJXGX79xsxr6Avz3OonjUlQH1h1q2pAHo3EJhEIGhJurp3 xU3t1qTgJCXGEgBx2ibodHwX9zXz1l/L7LUzGl3XthiuI8y6p9aLq6KuZnzoZc0ZoqAOogOH8OX0 75kSMa1euXf2v0nkZyEXdETcCO/KXG6NTAnw390vEr28r1NygAoEDSEUN4FDGMwGvjy+zPZ3Y0Lw O5ISwNFUAAJBSyJJEqFeYaQ1MglrkaGQfksieGLLwy0zMIGgDVmftBZQIhSa5cadylgXw3WdYowK Gc3SqV9xaffxzRukoF4qzBX1lsfrT1JuLie0MrLuhYgtl1sjTtzMFjPbM7YS6hXW5KBWAkFjEIqb wCGaE4I/1FM5cUuv5xQjoRHJtwWCliTUOwx9hZ4iQ6HDdf5O30aFuYKuDZgjCQQdkUD3QABMsoll jTQjvrTHeD6Y9CnjekyoUWaymMgqaTjaoaB53PTLdfT5IqxOP0OAeH0cXVy70NXdsVQPnZFevn1Y OvVr7o6+3+E6h3MOkl+Rz4QelwtrC0GrIBQ3gUM0JwR/sC4Eb5f6wzwn5ifgpnajR6WSJxC0FaFe yo5zWqHj5pJbTos0AILOi1+1SJKNMZMH5RTjur7zaz2NOJZ7hEHL+/DyrhecMUxBHXi5eFFmKiOj OL3W8gpzBSkFyfTx7XdBKx86rY6rombazHsdYas1DYDI3yZoJUT4G4FDNCcEv1qlJmFBWr0vhC+u XEFGUTpqlbrJ/QgEzuD+IQ9xx8CFjQrpv+X0X3i5eDOs6/AWHJlA0PoYzAa+P/mN7W+rmXxjog8e yNpHbllODT+rvZm7AZqc9FjgGJHWyJL5SbUq0Mn5SZhlM339+rX20NodB7L2cTT3CDdfdBsqqeGz jW3pW5CQaj1RFghaAqG4CVqFhnbxwr0jbPblAkFbEukT1Sj5lIJkUgtTmB45U4QzF3Q66jKTv2Pg XQ4rXA//dR+ZJZk1NvD2nt0DwKgQEVGyJbGm70kqSKz1ZEin1fHAkEfEfQA+OvQ+a5NW46Zx4/q+ NzQo/9r4tzmcc/CCTVouaH2EqaSgVfjq+HKuXXNVrVGXTubF8cnhD0jKT2iDkQkE9hQZCll69HN+ S93gkLyHVsdTo55lfr+bWnhkAkHr0xwzeSuRPlEUGgrQV1SZWMqyzN7M3QS6d7UFMBG0DNZcbin5 tedyC/MO5/kxLzEt8qrWHFa7xGom+erelzFZTA3K9/Hry3V957f0sAQCG+LETdAqZBSns+PM36QW phB2XtSqv9O38OyOpwj06ErPRpinCQQtgcFs5MltjzMtcgZXNhBCGyDII4jHRvyjFUYmELQ+zTGT t2KLLFmQYjuZSC8+zdmSM1wVdfUF7VfVGvTs0ovr+sxneNDIWsvTCk8R4B6Ih9ajlUfW/vB19QWU KNhLjnzG3YPvq1P2p4QfMctmZkRdg5vGrbWGKLjAESduglYhtJ6UACIVgKA94efmh4dG51BOHqPZ yMaUXyk2FLXCyASCjkltiY11Wh2LLn2dG/vd3FbDumDwce3CB1d8yqzec2otv+XXeQxa3qfRydU7 I1nVzIJf3PVsvYF43tn/Jo9vfqg1hiUQ2BCKm6BVsCbhri2xcaJeMZGMqrTDFwjaEkmSCPcOdygJ 9/6sGG7dMJ+Xdj/fCiMTCDom1U/crPi5+bMw+l4mR0xtq2FdUMiyTHZpNmaLfR4+k8VEYn4Cvbv0 vuBPPg1mA6sSVlb9bTHUma82qySTE3nHubjbGHHaJmhVhOImaBUaOnHr4RmKTqtr7WEJBLUS6hVG oaGA/HJ9vXLWNACXh17RGsMSCDokQ4OG8/X0ldxQ7XTtz1O/kVFUe3h6gfN5YsvDDFzWi1PnJZdO LUjBaDHSR0SUrDMQz9N//5M3Y161U3q3plemAegxsVXHKBAIxU3QKnT37EGIrlsNG/piQxGZJWfp 5St82wTth1BvZaPhx/iV9cqtT16HSlIxtvulrTEsgaBD4ufmz+SIqYR4dgOUAEA3/zqP+/5c2MYj u3CwWr0kF9gHKInXnwSgt2/fVh9Te6OuQDxfnljO6zGLuH79tWSXZgMif5ug7RDBSQStgovahcO3 xdW47uniRdydKRQbittgVAJB7Tw89HHOFGWw9Njn3D5wARqVMlUazAYssgU3jRvJBUnE60/irnHH XSOc+gWC+tiZsZ3kgiRuvug29mXGYJEtjAoW4edbi6hqudyoFh8sXq+8l/sKxa3OQDz68jwe/us+ fkvdwMSVY3ls+D+IydxDgHsgF/kPaOVRCi50xImboM3xc/OvEWlSIGhLVJKKP9J+J0F/kjHfDGfM N8Pp80UYPT4JYNmxzwE4Xaj4wJWZylh29PO2HK5A0O55a//rPL7lIUqMJbbE26NCRrfxqC4crLnc zj9xm9Djcp4a9SyDA4e2xbA6BL5ufqyY9h3/GbOIvPJz/PvvfyBJEhvn/OVQkm6BwJmIJ07Qanx0 6H0mrryUM8UZtmtrElbx+t5F5JTmtOHIBAJ7lh9bgsliBJRIeOfKcgnWhXBp9/EEuncFYHvGNpv8 GzGv1Bt9TCC40In0VhLbnypMZW+mknh7ZLBQ3FqLSB/l+z9fcRsaNJzHRvyDIF1wWwyrwyBJEvcN eZBlV36NSlKRUpDM7w7m+hQInIlQ3AStRm5ZDkdzY+3CrK9N+ok3972KRTbXU1MgaD0MZgMrji+1 uzanz/Vsm7+H1desZ06f6zGYDXwb95WtXF+hrzP6mEAgqEoJkJSfyP7MGPr49sXXza+NR3Xh4Oni xSPDnmBun3m2axbZwvaMbeSW5bbhyDoWh3IOYq5cr4gNO0FbIBQ3QatRW0qARH08Xi7edPUIaqth CQR21BVZLEEf3ygZgUBQhTUlwKnCVDbM2cTr4xe38YguPJ6++Hmu73uD7e/TRWnMXjuDZ7Y/2Yaj 6jicv6knNuwEbYFQ3AStRth5KQFMFhMpBckif4ygXVFXZLHndjzVKBmBQFCF1VTvVGEq/f0vYoyI xNrqGMwGEvUJFBkKAYjPswYmEakAHEFs2AnaAyKqpKDV6GFV3IoVxS2t6BQGi4GeXUQqAEH7oa7I Yo2VEQgEVfTy7c3P1/7OnrM7+T7uG+b0ud4WrVXQOnwS+yEv7XqO5dO+ZVrkVZysTAUgcrg5Rn0b dt/OWNUGIxJciIhZU9Bq9PAKpY9vXwLcAwAlKp9KUtHbt08bj0wgEAgELYmr2hWNSs2HB/+HSiXZ mewJWge7lABUTwUgFDdHEBt2gvaAUNwErYZOq2P7DTG2vyeEXs7/t3f3UVXV+R7H33AAHwATTO+M NZg4ymriukq5dzE2wkw611ppakRyzHCpY1k+lNiJG7HIkrQw1zSilNXK4bpuo0Yz9oAPa0yX3hGy xNQRtQcTfMgQJBUOz5zf/cNxzyUTr3g853D8vP46e+9z9v6eLz/22d/z+53fLn+kgubWJi9GJSIi npD5t/+kuvE0I6P+Q8PjvcAq3M5+DZwfKhkcGGxNHCMivk+Fm3hVF1sXuti6eDsMERG5hiqc31FS cf6Lu3P/+I2VeNaFAu1Cj9v8YS9ytKZcQ1ZFOhFNTiIe9dKn2cSt+lcq6yp5bsezzC/KxBjj7bBE ROQayi9923p8sLpU06h7QbegbtwUdrN1L7f4vsM0ZFWkk1HhJh7lbHZytKacYzXlrPniv9lUtl5D ZkRE/NgPp1GvaarRNOpe8vS/ZZAZP5+ys0fYcKSQyrpKb4ckIldAhZt41M/Czt/LbW/lHqobqhnY UxOTiIj4M02j7jvst04iOSaFTWXrmbzBTtG3/+PtkETkCqhwE4+6cEuArcc+BuDnmlFSRMSv6b6H vsPZ7KSk4jPrM3hgRIyXIxKRK6FfpIpH/Sz8fI/b1qObAdTjJiLi5zSNuu/YcWI7k9ZPACAwIJAB PX/u5YhE5Eqox0086mfhUcT9y7/Ts0sE3YNC+XmEbr4tIiLiCdE3/LNQ639DtGZ1FulkOtTj1tDQ gMPh4PTp04SGhvLyyy8TGRnZ5jkzZszgzJkzBAcH06VLF9566y23BCydW8+uEaxPOt/bZozBoBkl RUREPCGqRz/r8SDdeFuk0+lQ4fanP/2JQYMGMXv2bAoLC8nLyyMzM7PNc44ePUphYaFmDJRLCggI IAC1DxEREU8IsYXQLag79S11zB0yz9vhiMgV6tBQyZKSEoYPHw5AQkICxcXFbbZXVVVx7tw5ZsyY gd1uZ+tWjW+Xf0pdb6dPXg+yi+d7OxQREZHrRoXzOxpa6gH42wnNKCnS2Vy2x+3dd98lPz+/zbpe vXoRHh4OQGhoKDU1NW22Nzc3M3XqVFJTUzl79ix2u53BgwfTq1evdo/Vu3f4lcYvbuSp/Jec+hSA Tyr+pr/5/6FceI9y713Kv3cp/97lyfwvL11i/URh2d5XeSJhJpHdIi/zKv+m9u9dyv+VuWzhlpyc THJycpt1s2bNwul0AuB0OunRo0eb7TfeeCMpKSkEBQXRq1cvbr31Vo4cOXLZwq2ysqbd7XLt9O4d 7pH8Vzi/o6quCoBz9TX6m/+Dp/IvF1PuvUv59y7l37s8mf+m1iZe++x1a7m6vpr0DRksHL7YI8f3 RWr/3qX8/7j2itkODZUcMmQI27ZtA2D79u0MHTq0zfaioiKefPJJ4Hxh99VXXxEdHd2RQ4mfyS99 2/q276TzW75vqPZyRCIiIv5PN0IX6fw6VLjZ7Xa++uor7HY7a9asYdasWQDk5OSwb98+EhMT6dev Hw8++CDTpk0jLS3tolkn5frT1NrEfx1YaS2fbTrL4s8WeTEiERGR64NuhC7S+QUYY3xmPnZ1l3qP J7qr3/1iNTM/fqTNuqDAILZN+ISBEdf3jbg1XMB7lHvvUv69S/n3LuXfu5R/71L+f5zbh0qKdIS+ 7RMRERER6ZgO3cdNpCM2PqDbQoiIiIiIdIR63ERERERERHycCjcREREREREfp8JNRERERETEx6lw ExERERER8XEq3ERERERERHycCjcREREREREfp8JNRERERETEx6lwExERERER8XEq3ERERERERHyc CjcREREREREfF2CMMd4OQkRERERERC5NPW4iIiIiIiI+ToWbiIiIiIiIj1PhJiIiIiIi4uNUuImI iIiIiPg4FW4iIiIiIiI+ToWbiIiIiIiIjwvyxEFcLhfz58/niy++ICQkhOzsbPr162dtX7t2LatX ryYoKIjHHnuM3/zmN1RXV/PUU0/R0NBAnz59WLRoEd26dfNEuH7lcrn/4x//SGFhIQCJiYnMmjUL YwwJCQnccsstANx+++3MmzfPG+F3epfLf3Z2Nrt37yY0NBSAvLw8mpub1fbdpL38Hzx4kIULF1rP 3bNnD8uXL2fw4MGMGjWKQYMGATBy5EgmT57slfj9xd69e3nllVdYtWpVm/Vbtmxh+fLlBAUFkZSU xIMPPkhDQwMOh4PTp08TGhrKyy+/TGRkpJci9w+Xyv9HH31Efn4+NpuNQYMGMX/+fAIDAxk3bhzh 4eEA3HzzzSxatMgbYfuFS+V+5cqVFBQUWG37+eefp2/fvmr7bvZj+a+srCQtLc1aPnjwIPPmzSMl JUXXPm7S3NxMRkYGJ06coKmpiccee4wRI0ZY23XuvwrGAzZt2mTS09ONMcZ8/vnnZsaMGda2U6dO mdGjR5vGxkZz7tw56/GCBQvMe++9Z4wxZsWKFWblypWeCNXvtJf7o0ePmvHjx5uWlhbT2tpqJkyY YA4ePGjKysrMo48+6q2Q/Up7+TfGmJSUFHP69Ok269T23edy+b9g/fr1Ji0tzRhjzI4dO8wLL7zg sRj93RtvvGFGjx5tkpOT26xvamoyI0eONGfOnDGNjY3m/vvvN6dOnTJvv/22Wbp0qTHGmI8++sgs WLDAG2H7jUvlv76+3owYMcLU1dUZY4yZO3eu2bx5s2loaDBjx471Rqh+51K5N8aYefPmmb///e9t 1qntu1d7+b9g9+7d5uGHHzYtLS269nGjgoICk52dbYwxprq62iQmJlrbdO6/Oh4ZKllSUsLw4cOB 899g7N+/39q2b98+7rjjDkJCQggPDycqKopDhw61eU1CQgJFRUWeCNXvtJf7n/zkJ7z11lvYbDYC AwNpaWmhS5culJaWUlFRwcMPP8z06dP55ptvvBV+p9de/l0uF+Xl5WRlZZGSkkJBQcFFr1Hbvzrt 5f+Curo6cnNzefbZZwHYv38/paWlTJo0iTlz5nDq1CmPxuxvoqIuS5zdAAAJH0lEQVSiyM3NvWj9 4cOHiYqK4oYbbiAkJIShQ4eya9eui9p/cXGxp0P2K5fKf0hICKtXr7Z68y+c/w8dOkR9fT1Tp04l NTWVPXv2eDpkv3Gp3AOUlpbyxhtvYLfbWbFiBXDxuV9t/+q0l38AYwwLFixg/vz52Gw2Xfu40d13 380TTzxhLdtsNuuxzv1XxyNDJWtrawkLC7OWbTYbLS0tBAUFUVtbaw3JAAgNDaW2trbN+tDQUGpq ajwRqt9pL/fBwcFERkZijCEnJ4df/OIX9O/fn6qqKh555BHuuecedu3ahcPh4L333vPiu+i82st/ XV0dkyZNYsqUKbS2tpKamkpsbKzavhu1l/8LCgoKuPvuu60hGdHR0cTGxjJs2DA++OADsrOzWbp0 qcdj9xejRo3i+PHjF63Xud8zLpX/wMBAbrzxRgBWrVpFXV0dd955J19++SXTpk0jOTmZsrIypk+f zsaNG9v8z8j/z6VyD3DvvfcyceJEwsLCmDVrFlu3blXbd7P28g/nh+sNHDiQ6OhoAHr37q1rHze5 8POP2tpa5syZw5NPPmlt07n/6njkTBwWFobT6bSWXS6X9SHww21Op5Pw8HBrfdeuXXE6nfTo0cMT ofqd9nIP0NjYSEZGBqGhoTz33HMAxMbGWt+OxMXFUVFRgTGGgIAAzwbvB9rLf7du3UhNTbW+8Y6P j+fQoUNq+250ufYP8OGHH7YpzOLj462/yW9/+1sVbdfI5c79F9ap/V87LpeLxYsXc+TIEXJzcwkI CKB///7069fPetyzZ08qKyv56U9/6u1w/YYxhsmTJ1sXqYmJiRw4cEBt38M++OADUlNTrWVd+7jX yZMnmTlzJhMnTmTMmDHWep37r45HhkoOGTKE7du3A+cnALjwo3+AwYMHU1JSQmNjIzU1NRw+fJhB gwYxZMgQtm3bBsD27dsZOnSoJ0L1O+3l3hjD448/TkxMDC+88IJ1wlq2bBn5+fkAHDp0iL59++rE 1UHt5b+srIyJEyfS2tpKc3Mzu3fv5rbbblPbd6P28g9QU1NDU1NTm4vSzMxMNm3aBEBxcTG33Xab 5wK+jgwYMIDy8nLOnDlDU1MTu3bt4o477lD796CsrCwaGxvJy8uzvqwoKCjgpZdeAqCiooLa2lp6 9+7tzTD9Tm1tLaNHj8bpdGKMYefOncTGxqrte1hpaSlDhgyxlnXt4z5VVVVMnToVh8PBAw880Gab zv1XJ8AYY671QS7M7Pbll19ijGHhwoVs376dqKgoRowYwdq1a1mzZg3GGB599FFGjRpFVVUV6enp OJ1OIiIiWLJkCd27d7/Wofqd9nLvcrlIS0vj9ttvt56flpZGdHQ0DoeDuro6bDYbWVlZDBgwwIvv ovO6XNt/88032bhxI8HBwYwdOxa73a6270aXy/++fft4/fXXycvLs15z7NgxMjIygPO9otnZ2fTp 08dbb8EvHD9+nLS0NNauXcuHH35IXV0dEyZMsGYWM8aQlJTEQw89RH19Penp6VRWVhIcHMySJUtU OFylH8t/bGwsSUlJxMXFWRenqampJCYm8swzz/Dtt98SEBDAU0891ebiVq7Mpdr+unXrWLVqFSEh Ifzyl79kzpw5avvXwKXyX11dzZQpU3j//fet5549e1bXPm6SnZ3Nhg0brGGoAMnJydTX1+vcf5U8 UriJiIiIiIhIx+kG3CIiIiIiIj5OhZuIiIiIiIiPU+EmIiIiIiLi41S4iYiIiIiI+DgVbiIiIiIi Ij7OIzfgFhER6ajnn3+e3bt309zczNGjR60pulNTU2lqagLAbre79ZilpaWsX78eh8Nx1ftyuVzM nj2bnJwcQkND3RCdiIhcj3Q7ABER6RSOHz9OamoqW7ZsuebHmjRpEsuWLaNnz55u2d+2bdvYuXMn Tz/9tFv2JyIi1x8NlRQRkU4rNzeX3NxcAO68806ysrIYN24cv/vd79iwYQMTJ07krrvu4tNPPwWg vLycKVOmMH78eOx2OwcOHLhon8XFxfTu3ZuePXvS3NyMw+Fg3LhxjBs3jrVr1wJQVVXF448/zv33 309SUhJFRUUAnDlzhpkzZ3LPPfcwduxYiouLAfjVr37FX//6V2praz2RFhER8UMq3ERExC9UVVWR kJDAunXraGxsZPPmzbzzzjvMnj2b/Px8ANLT03E4HPzlL39hwYIFzJ0796L9bNmyhbi4OAA+//xz zp49y7p161ixYgW7du0C4MUXXyQpKYk///nPvPbaa2RlZVFbW8sf/vAHoqKi2LBhAzk5Obz66qsA 2Gw2YmJi+OSTTzyUDRER8Tf6jZuIiPiNhIQEAG666SaGDh0KQN++fTl37hxOp5P9+/fzzDPPWM+v q6vj+++/JyIiwlpXXl5OfHw8AAMHDuTIkSNMmzaNhIQEa6hjUVER33zzDUuXLgWgpaWFY8eO8dln n/HKK68AEBMTw5o1a6z99u3bl/Ly8mv47kVExJ+pcBMREb8REhJiPbbZbG22uVwuQkJCeP/99611 33333UW/YwsICCAo6PzHY0REBIWFhezYsYNt27Yxfvx4CgsLcblc5OfnW689deoUvXr1IigoiICA AGtfhw8fpn///gQGBmKz2QgM1EAXERHpGH2CiIjIdSE8PJxbbrnFKtx27NjBQw89dNHzoqKiOHHi BAAff/wxDoeDX//612RmZtK9e3dOnjxJfHw877zzDgBff/01Y8aMob6+nri4OAoLC4HzRdv06dOt Qu7EiRNERUV54q2KiIgfUuEmIiLXjcWLF1NQUMCYMWNYsmQJv//979v0kAHcdddd7Ny5Ezg/9LJr 167ce++9JCcnc9999xETE0NmZiZ79+5lzJgxzJ07l5ycHMLCwpgzZw5lZWXcd999OBwOcnJyCAgI oLW1lQMHDjBs2DBvvG0REfEDuh2AiIjID6SkpJCXl0dkZKRb9rd582ZKSkpIT093y/5EROT6ox43 ERGRH8jIyODNN990y75cLhcFBQXMnDnTLfsTEZHrk3rcREREREREfJx63ERERERERHycCjcRERER EREfp8JNRERERETEx6lwExERERER8XEq3ERERERERHycCjcREREREREf97+/6vFGP6BAYgAAAABJ RU5ErkJggg== " > </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="Spectral-based-Novelty-Functions">Spectral-based Novelty Functions<a class="anchor-link" href="#Spectral-based-Novelty-Functions">¶</a></h2> </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"> <p>There are two problems with the energy novelty function:</p> <ol> <li>It is sensitive to energy fluctuations belonging to the same note.</li> <li>It is not sensitive to spectral fluctuations between notes where amplitude remains the same.</li> </ol> </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"> <p>For example, consider the following audio signal composed of pure tones of equal magnitude:</p> </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-ipython2"><pre><span></span><span class="n">sr</span> <span class="o">=</span> <span class="mi">22050</span> <span class="k">def</span> <span class="nf">generate_tone</span><span class="p">(</span><span class="n">midi</span><span class="p">):</span> <span class="n">T</span> <span class="o">=</span> <span class="mf">0.5</span> <span class="n">t</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">T</span><span class="p">,</span> <span class="nb">int</span><span class="p">(</span><span class="n">T</span><span class="o">*</span><span class="n">sr</span><span class="p">),</span> <span class="n">endpoint</span><span class="o">=</span><span class="bp">False</span><span class="p">)</span> <span class="n">f</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">midi_to_hz</span><span class="p">(</span><span class="n">midi</span><span class="p">)</span> <span class="k">return</span> <span class="n">numpy</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="mi">2</span><span class="o">*</span><span class="n">numpy</span><span class="o">.</span><span class="n">pi</span><span class="o">*</span><span class="n">f</span><span class="o">*</span><span class="n">t</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 [14]:</div> <div class="inner_cell"> <div class="input_area"> <div class=" highlight hl-ipython2"><pre><span></span><span class="n">x</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">concatenate</span><span class="p">([</span><span class="n">generate_tone</span><span class="p">(</span><span class="n">midi</span><span class="p">)</span> <span class="k">for</span> <span class="n">midi</span> <span class="ow">in</span> <span class="p">[</span><span class="mi">48</span><span class="p">,</span> <span class="mi">52</span><span class="p">,</span> <span class="mi">55</span><span class="p">,</span> <span class="mi">60</span><span class="p">,</span> <span class="mi">64</span><span class="p">,</span> <span class="mi">67</span><span class="p">,</span> <span class="mi">72</span><span class="p">,</span> <span class="mi">76</span><span class="p">,</span> <span class="mi">79</span><span class="p">,</span> <span class="mi">84</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"> <p>Listen:</p> </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-ipython2"><pre><span></span><span class="n">ipd</span><span class="o">.</span><span class="n">Audio</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">rate</span><span class="o">=</span><span class="n">sr</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[15]:</div> <div class="output_html rendered_html output_subarea output_execute_result"> <audio controls="controls" > <source src="data:audio/wav;base64,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" type="audio/wav" /> Your browser does not support the audio element. </audio> </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"> <p>The energy novelty function remains roughly constant:</p> </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-ipython2"><pre><span></span><span class="n">hop_length</span> <span class="o">=</span> <span class="mi">512</span> <span class="n">frame_length</span> <span class="o">=</span> <span class="mi">1024</span> <span class="n">rmse</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">feature</span><span class="o">.</span><span class="n">rmse</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">frame_length</span><span class="o">=</span><span class="n">frame_length</span><span class="p">,</span> <span class="n">hop_length</span><span class="o">=</span><span class="n">hop_length</span><span class="p">)</span><span class="o">.</span><span class="n">flatten</span><span class="p">()</span> <span class="n">rmse_diff</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">zeros_like</span><span class="p">(</span><span class="n">rmse</span><span class="p">)</span> <span class="n">rmse_diff</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">diff</span><span class="p">(</span><span class="n">rmse</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 [17]:</div> <div class="inner_cell"> <div class="input_area"> <div class=" highlight hl-ipython2"><pre><span></span><span class="n">energy_novelty</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">max</span><span class="p">([</span><span class="n">numpy</span><span class="o">.</span><span class="n">zeros_like</span><span class="p">(</span><span class="n">rmse_diff</span><span class="p">),</span> <span class="n">rmse_diff</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</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 [18]:</div> <div class="inner_cell"> <div class="input_area"> <div class=" highlight hl-ipython2"><pre><span></span><span class="n">frames</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">rmse</span><span class="p">))</span> <span class="n">t</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">frames_to_time</span><span class="p">(</span><span class="n">frames</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">sr</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 [19]:</div> <div class="inner_cell"> <div class="input_area"> <div class=" highlight hl-ipython2"><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">4</span><span class="p">))</span> <span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">rmse</span><span class="p">,</span> <span class="s1">'b--'</span><span class="p">,</span> <span class="n">t</span><span class="p">,</span> <span class="n">rmse_diff</span><span class="p">,</span> <span class="s1">'g--^'</span><span class="p">,</span> <span class="n">t</span><span class="p">,</span> <span class="n">energy_novelty</span><span class="p">,</span> <span class="s1">'r-'</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">0</span><span class="p">,</span> <span class="n">t</span><span class="o">.</span><span class="n">max</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">'Time (sec)'</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="s1">'RMSE'</span><span class="p">,</span> <span class="s1">'delta RMSE'</span><span class="p">,</span> <span class="s1">'energy novelty'</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[19]:</div> <div class="output_text output_subarea output_execute_result"> <pre><matplotlib.legend.Legend at 0x11c547550></pre> </div> </div> <div class="output_area"> <div class="prompt"></div> <div class="output_png output_subarea "> <img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA2gAAAEFCAYAAACW48SQAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd0FdXax/HvKekJJSS0QEIHpYWAiEIApdjFCghiwV6u 9ypXBQugRprlVboFQQUVQSx4xQIWEKUYCE2KIDVACKSQek7OmXn/GHNipASkjfr7rJW1cjIze/bM PLNnnr33AYdpmiYiIiIiIiJyxjnPdAVERERERETEogRNRERERETEJpSgiYiIiIiI2IQSNBERERER EZtQgiYiIiIiImIT7tO9Q5/PT3Z24enercgxq1o1XDEqtqc4FbtTjIrdKUblTIqNjTristM+guZ2 u073LkWOi2JU/goUp2J3ilGxO8Wo2JWmOIqIiIiIiNiEEjQRERERERGbUIImIiIiIiJiE0rQRERE REREbEIJmoiIiIiIiE0oQRMREREREbEJJWgiIiIiIiI2cdr/o2oRu/J4YPr0IDweuPhiBw0amGe6 SiIiIiLyD/OXStB8PvjlFydZWQ6yshzk5DjweKB5c4PzzvNjGPDaa0FEREBEhElEhElsrEl8vEm1 avZ72S4qgsxMB9HRJpGRsGuXgwUL3BQXQ2Ghg4wMB7t3O3jkES8tWhjk51vr169/5GPJyHCQmuoi I8PB1VeXUKXKkfcdHAwuFxw44MDngxo1Dl/u1q0O1q93ER9vUK+eQWRkxce2c6d1fVq0MHA4jrze ypVOhg8PoX17P48/7j1qmX4/jB8fzNSpQdx4Ywn33eclLOzI6xcXQ2io9XtBAUREHH4904R589wM Hx7Ctm3WoHJwsJsGDUooLLTOaZ06JkFBR63eKbFli4P9+50UFkJRkXWdKlUy6drVD1jXMTSUo57j U2nZMieG4cDhALfbpGnTY4uPY7Fvn4Off3YSHm4SFgbVqpnUqmWetGP1eGDvXgd79jjZt89BeLhV fvPmxsnZwW+Ki2HrVusaxsSYJCRY99nu3Q5q1jRx/sl5DF6vFZs5OQ5q1DCOeK8fqU6l98bRmKZ1 HapWNQkO/nP1PB7Z2dY+o6OPrW7r1jmJjjapXfvkt+8lJVZ7GxNzco49Oxu8XgfVq594DPt81rWv WtUkPPzE6+b1Qnb2yambiIicOIdpmqc9c8nMzDvs3/1+WL3ayY4d1s/OnQ527nTSrZuP228vIS8P GjaMOmS7u+7y8swzHvLzoUGDQ5fffruXESM8eL1w5ZXh1KljUKeOSd26BvHxBmefbRAXd/JPQ34+ 7NjhpGZNg+hoWLPGyQsvBLNzp5OdO53k5FhPwjffLOKSS3wsWODihhsOfdq+8koRV1/tY+zYYEaO DOb66338+98eHA7Iy3PQurWBaULHjuFs3uwKbBcXZzB+fDEdO/oDf9u61cGwYSF8/nkQP/yQT6NG JhMnBvHMMyHcdVcJDz/sCSQyfj9MnBjM6NHBeL1lT+2bbvLy/POeQ+q5ZYuDGjWsZDMlJZixY0Oo U8fgoot89Orl49xz/YGHv2nC5MlBpKSEUFLiYMAALy+84AmU07DhoddjxQonl1wSjmlahdStazB8 uIfLL/eVe6kwDJgxI4iRI4P56KMiGjQwuOKKcBISDEaOLKZq1bJ1TRP69w9j/nw3brfJwIEldOkS TFJSPtWqmcyYEcSDD4bidFovgXXrGtSrZ/Lwwx7q1DHJz7eS3KMlikdz8CBs2uTkl1+cbNzoYssW J8XFMGtWEQADBoTxxRfl+1GqVDHZtCkfgLvvDuWLL9zUr28Efho1Mujb1/fnKvQH339v1WnbNifb tjnYutVJ27b+wLU666wIDhwoyzDcbpN+/UoC8eHzgfso3UD5+bBihYulS12sXOli0yYnEyYUc+65 fubOdXPbbeVPbGyswSuvFNOpk5+8PKv831/PI/H54OefnWzZ4uTqq61z07dvGF9/Xb5yVauabNxo ndsJE4LIzHTSvr2f9u39xMQcexuRnw9PPx3CypUufv7ZSUmJFaB33+3l6ac9FBZC/fqRhIVB06YG Z51l7SM52U/duofuxzRh/XonDRoYhIbC1KlBPPpoWYYVHGxyySU+nnzSQ3x8+e39fli2zEVWloPL LvNhmtChQwQxMSYXX+zjkktKaNiw/It5Tg588EEQ06cHsW6dC7fb5JNPCmnXzmDHDge7djlp185/ SOJSVASXXBJOYaHVmVDaodC7t48HHijfAXPwICxd6iI11cX111t1mDXLzQMPhNKzp4/+/Uu48EJ/ ufgxDEhNdfLJJ0F8+qmb9HTrnCxZUgBYScuRkoy0NCfPPBNCSIiV7FerZhIdbdK9u4+zzzbIyHDw /vtBbNzo5OefnWza5MTrdTBpUhHXXusLtN/nnOPn/PP9tGxpHDa2fT7rWi1f7mL9eiejR3twOuE/ /wnhnXeCCQ83SUgwSEiwnj333++tsFPDNOHJJ0NYv97J9u1O0tMd+P0OWrf289VXhQBMmRJETIzJ Oef4j5iwHjxoxcIPP7hIS3PRv38J117rY8MGJ507R1CtmkHLlgatWvlp1crg3HP9R+y4M03rx+mE xYtdzJwZRHq6g927nezZ48DthnnzHDRunMfWrQ42bXLSuLFBQoKJy2VtW3qdJk0KIjXVhddrJbEl JdC4scFjj3moVKlsn0VFkJ7uYPt2J0VFDi6/3LqXL7ssnPBw69jPOcdPYqKfSpWsthmsDomVK138 +KP1s2OHk2uvLeGRR6yY/OADNw0aGDRuXNbBVFq/NWucjB8fTHGxVTev1+poGTCghE6dyp6tfr/V 4bNzp5PNm51cdlkJVata1+W994Jo186qW7t2fqpXNwkJOXzHmt9vdZrGxFidNytWWLFoGOD3W51h VauadO3qIyLC6kDZsMHa55YtVgd2QkJZXO3b5yAz00FenoO8PDh40EFxsYP+/UsAq41PT3dQr55J vXpW51RGhoNWrazf33/fus+qVzepUcMgIgJCQ03atLGWL1litdvp6Q727rU6TM46y0/v3ta12bHD ul47d1qdYWC9m5Q+o374wbpIMTFWp/r27U6cTujQwTq3b7wRRGioSYMG1v4LCx2EhZmBGS5vvRVE To51bE4nJCQYtGhh0KqV9V60Z4+D7GyrI8vvt9qjmjWtH9MEvz+K3bvz8Xph/34nGRkO4uIM2rWz ju+999xUr26t7/Va16Z2bZOzzjLw+ax3jZAQk9BQCAmxzk1CgkGDBiYFBfDRR0FkZjo4eNA6xrg4 kxYt/DRsaL0/fPONm717HeTmOoiIMImKgsREPy1aGBQVwY8/unA6rXYlJ8dar21bP4mJBl6vdf1K O/p277bOcdu2fpo1szr1v/zSTXS0idttdUoWFzto3txPvXom+/Y5mDPHjcfjIDLSGtCoXt2kUSOD mBiT9HQHn3ziZu9eJ77fXikcDrj22hLatDEoKIAtW5zUrGni8VixlZfnoHFjg2rVTLZudTB3bhBe r9XmxsaaxMSYtGzpJyICtm2zBiUKChwEB1sdYSEh0KWLjzp1TDIzHaxda8V+To51DQ8edHDJJT6a NTPIzobt263lWVkO9u93BJ5zCQkm27Y5WLLERXAwv5VtdbQnJVntw9q1Tj7/3E1UlFW32FiTqlVN GjY0CAuz7v1vvnETEmJ1hJV2Fp9/vo8qVazYWr/eSV6edV1yc622q0+fEuLiTHJyYOdO6548cMCq X3Gxg759S6he3WT7dgft2h258a9wBM0wDIYPH87GjRsJDg4mJSWFhIQEANavX8+IESMC66alpTFh wgQ6d+58xPJmzoRffw1i/36r0di718k55/j5z3+8GIb1cDeM8q1WzZrWjRIZCQMHeqlSxXqwVqli nawGDazlwcEwdWoRhYVQUGBdyMxMB+efb93o+/ZZF3vFCle58h96yMPgwV6ys6F373Dq1rUSuLg4 g8qVTZKSDJo0MSgstC6oaTowTavXMTfXCvYGDUw2b3aQkhLCrl1WApadbR3HuHFF9Onjw+OBzz4L IizMetFPTCwNCqv+LVoYTJpURFiYdZPHxlp1KH0BbdLET6NGBu+9ZzX4YN3IX35ZiMMBzZoZNGxo kpTkp6gIxo0LZssWJx07+ikshLFjg5kwIRiPx6pz6YhQy5ZWgjpxYjCffupmzJhiLrzQSqYWLHBR pYrJrbd6ychwsG2bkyZNrPpmZVkvoQ884GXZMheDB4dy6aU+Jk60ksJdu0qYP9/NlCnBTJkSTNOm fhYsKCQ/Hx54IIwvv3QTG2swblwRSUnWNVq2zMnll0eQkGDQtq31MKtXz6B7dz9JSQYTJhTTvr2f adOCeOWVYB58MJROnfKpWhWef956iC5b5mLJEuum27LFSdWqVkM+Z04Q33/v4uabS1i3zsnrrxfj dkOLFtaxDh/uoXFjg9jYYDIzrW0qVza5/vqSQGfBkiUufvzRwaOPWgnIG28E8+yzwcTFmdSvb9Cw odWw3Xefl4gIKylYvdpJfr6D/Hyrkc7IcDJ+fDEOBwwZEsqsWeWH5qpUMQOJzfXXl9CsmZ/wcAgL O3QULy7O6mTYssXJ2rVWXMfHlz38Bg4MZfNmJ/XqGdSvbz3gatY0ueYaa/ncue7AaGdWloP0dCd1 6hg895x1fP/5Tyg7dpQlYOHh1oOp1D33WKOMhmGN+i5f7gqMVhcXw9lnR9K0qUG7dn6aN/eTm+sI vNx+/72L668Pw+8vu9+rVzfIzS2Nd4PBgz0UFVmjh7t3O0hLc1GrlrX/Dz8M4r//DaVePYOkJD8N GliN6i23eImKgs8+czN3rpuNG60E2ONx4HabXHRRPuHh0Lmzj+hok1q1rHNSVGQ9wEvNmhXEzz+7 mDjR+lyrlkHnzn7GjSsGrBeXrCwHRUXWC8CaNU5atTJ46ikPYWHW9iUl0KqVwdln+4mKshp2gPx8 B1dd5WPjRifr1jlZudLFO+/AI494+O9/vWzZ4mDw4FBcLuslc+NGq9NqxoxCevTwEx9v0L07RESU UKmSydKlLubNczN6tFW3Z54JZuFCN9nZ1kOhsNBBnToGl17q4+BBq01dutTF8uUhPPNMCKGhJg8+ 6OXBB70sWuSif/8wiout89W1q4/8fEdg5O/994MYMyaEiAiTTp2s+zMry8GECcWEhVnXbelSF263 1XGxa5eV8ID10jtiRDDffutmzRpnoK2PizNp2LCEdu38NG1qMG9eEPPmBVGzpnVtp02zjuvf/w5l 5kzrJqhUyeTaa8tekktKIDk5guJiqFnTpHZtgypVTK691scVV1jXetGiQx95MTFWorRzp4NnngkB rPb37LOtJKppUyvetmxx8tlnQXz2mbX/iAiT5s39jB1bTIMGJgsXunj55WBWrHBRUFAW0//+t5c6 dUx69PCTm1vC9u1Wh8f69S4WLjT573+tJGHSpCB+/NEVeL74/RAVZfLqq1ZbkZpqJbM1alhtY1yc VcfS8zpyZAgHD1r7rV3bIDHRz0UX+bjhBh8lJdCjRzgbNjjLPV9Lz11cnMHFF5fw888uvv3Wzbff WudpzJhibrnFav+efz6E3FzrmZedbbUV77xTyDnnGGRmOgLPpGrVrHbQ44G4OKtN+vxzN8OGWR0K ISEmDRoY5OQ4WLq0gNBQ2LfPSrp/b+VKk5QUqx167rlg3nwziH37ytqi+HgjkKAlJBjMnh3Ed9+V Xd8LLvAxc6bV0ZWcHMH27WXbxsQYFFshRUEB3HNPWLlyXS64914vN99cQlSUyYcfHjp9ols3a9+b Njnp1y+M3bsd+Hxl57ZOHYOuXf00bGiwfr2TVatcTJlStv1PP+UTH28yebJ1P5V2aJSWsW5dPrGx Jl9+6ebFF0MO2f/q1flERJiMHRvMq6+W7ylxOq37GSAlJSRwbX6/vF+/EhwOeOedIGbPLr88Jsbg 55+tTo9Zs8qfV7DiZeVKa/lzzwUfcl81blyWoPXrF8amTeXfudq18weeUYMHh7BhQ/nlnTr5mDPH unZjxgSTlVV+msGVV5bw+uulbV0Iubnl3xl79SrhtdeKMQxo0yYi0Klbqk+fkkA7Xrs2QPmX5AED vLRrZz17Hnjg0N7X33e0PfzwoVMR7rnHy1NPeSgpgQcfPHT5v/7l4cknveTkOA7phAQYMsRDixZe MjMd9O17aKf9kCEeEhO97Np1+OXPPFNMs2YG27Y5ufvuQ8svva8zMhwMHXpo/UaNKmbgwBLS0x2B +/b3Wrb006aNwerVLnr1OnT/U6YUccUVPrZudZKScmjsvvtuId26+dmwwcmQIYeWP2NGIXXq+Pnp Jxc333xo/RMT/TRrBosXuxk48NDlrVsXkpDgJzXVddjr9/HHhZx3np+NG52MGXNo/T7/vICkJIM1 aw5f/9LlCxa4eeihQ+vfvbuPuDiTTz6x3lH+qGdPH9WrW/d2u3aHLA6oMEGbP38+Xq+XmTNnkpaW xqhRo5g0aRIAZ511Fm+//TYA8+bNo3r16kdNzgDuvhtycspXOCTEevAHBcFDD1kJWHy8Qd26ViJT 2oPmcMCoUYeO3JQKDobLLjvyyEGdOiY7duSzb58j0Au8c6eTc8+1HlIZGU42brQa0t97+ulimjQx 2LHDSh7+6Nlni2nQwOqN+n0C1qZN2YgLWC9qa9daje7hes5q1LBeJo7k4ov99OxZyNy5bt59N4hq 1UwSE8veKN94o7jc+tdd56NxY6sXafDgUN57L4jatQ2GDy+mV6+yUafkZD+LFhXwwgtWAte3bzif fFJIhw5+Jk4sJjTUPOyUo5kzg3jnnWDefTcI03QQFWXSs6dV/wsu8HPBBX5KSsp6V/1+6xpt3+7k 669ddO5sJXPVq5f10AYFWcG7bJmLOXOCmDMnCIfD5KOPijjvPD/XXWeVP3Sol/79S/jlF2cggZ02 rewBftllJYwY4aFWLavsuXMLA6OBzz1n3XDr1nlp3drg0Ue9gZ7WP7r8cl/gJQCspHznTmtqmnXN DDp29LNli5NFi9wsWmStd++93sA5mjTp0PlRTz3lISbG5MILrRfHJk2s3tvGjQ2io8vi48orfVx5 5eHrBvDkk16efNKLaRJIoAsLy6+Tnu4s9wBs1cofSNBefjmY1avLH3zbtmUx9d//WiO1pb2rfxyd +OOoCFgvi2B1iDRsaLBqlZPU1LJ9DB1aTMuWBmedZZCUZHDuudboart2RrmpyE2bGjRteuRprzEx Jhdc4GPlSitWSvXubb1UrVnj5IMPrPuxaVODli39gXsd4N57S4CSI5b/v/8VsnKli2XLXCxf7mLD BqsnrNSYMSHlkleHw+o4Aiup+uqrAuLjDz89rnp1k1dese5Xnw82bHCybJkr0Gucm+so91IUGWly 1VUlgfK7dfPTty9kZlplmKY1Ol56n27fbvW6V61qXbc2bfz06mWNnlWuDB9/XMSBAw6++srFggVu tm93BkYIExOtjqCrr/bRu3fJISMonTv7yMpy8O23rsDoblSUSW6uVfarr5Zvh/LzrZF+sI7z5ZdD CA42ad/eGolq394f6KCpX9/k228LWb3ayfTp1v3/2WdBeDzFhIRA06Z++vSxXtA6d/YT8rtnZ06O gwsusF4Kdu92BJKdiAi44gof8fEmW7bk4XDA/v1Wj2ZWliPQ4dCggcGbbxbRuLGf+vXNQ9qEXr18 nHNO/m+dNC6WLHGxbJnV+wwmmzZZbUCTJv7fjeQYgbbisst8geeTaVp12LHDERiF++SToHL3CVgv wn6/FU9vvFEU6JT8I9OEt94qIjXVxU8/OfnpJxeffRZE1aomN9zgw+2GbdusZ9155/np0MHq/Cod LYqKgrfeKv7tPMKaNS5WrXKSnGzV96efXLz7btk9FhVldfbk5zt+i0cfS5bkU6tW+frFxkaRmQkd O/p57DEPmzZZIz2bN1uxuXu39V3fhx7ycO+93kAvOlg9z6Xn5ocfXISHQ3Kyj7p1rXeD0sQZYOLE YlJSiklNte7VdetctGxZdq83a2Zw8cU+OnSw2oCYGDPQTjkc8NxzxWzcaD3/N2ywRk7zfpvok5Bg smpVPqGhZT38O3Y4Am3VihVOvF5ITDR+69y1Rk+aNbPq17Wrny1b8lm92rouK1a4yM21RizAeibW q2cQFGRd5+Bga3TXMMrirl4966sCTqfVGZadXbb/7t19REZavf6NGlnPj717nYF7IznZ99vIjDW7 pVIl63fDsPZ3xx1ezj3XH5glAVYnS2kn4ciRxezYYU0Dz8hwUlREoO4Ad97pDYwY1KxpkJnpDCS/ ADfcUEJeno/4eIPata3nR0RE2fZ33VXCzp0+MjOtTsy6dQ1aty7reHjjjWK2bnXy668OMjOdREaa tGpVdm3Hji0mKMgaefL5YPt2R+C573JBv34lhIZaHZ9OpzXKU/re5HBA//5QUlJCSIg1elKrllku dsaOLWLPHmtUuHT0/ZxzrOUhITB5clFgZMrjAY/HQZs21vLKla3tq1c3iYw0ycy02qbWra3l1aub PPtsMTVrmlSqZFJYaMVd6TT7ypVNHnvMg2lax1K5sjUw0aKFtX1kJAwe7GHPHqtTJy7O6nAsrV+N GiajRxeTlWV1PoaGWp1PpcsTEqw2LyTEDAxo7NvnCLwDNGtmMHVqEbVqGQQHlz3b69Sx6hcdbXLb bV727nUQFmbFVqVKViwCtG5t8M47hQQFWSOPmZmOwNd6ANq0MXj11SIiIszA6HTp15bASvSHDPEE jr1yZav80vrFxxvcdZcXp7P8rIjmza3lbdv6GTu2CI/HKru42BrhKh306dTJz6xZhYFjLx2Bq1TJ DNy7M2YU4vE4KCqyOqGLigjMuGvd2qpfpUpmoH5ud9mgUb16Brff7iU62qpbTIxJaKgZOH/t2/+u R/gwKpziOHLkSFq1asVll10GQHJyMotK30J/U1hYyHXXXcf06dOJruDLA2+/bQVJ9eoQGwu1ah3b FKXTxfrOBWzbBunpkJsL55wDLVpYf/+//7NuaofDalirVoUuXaB1a6txyMqyjstO8/j374eWLeHW W+GxxzjqdJrVq+HOO6FRI5g+/ejlGgZ88AE89ZR1Ht56C+rXP/L6v5/SsnSpdV6P9P0b04RffoEl S+DXX+HGG606Hc3atdYUnvBwSEw8/DobN0JaGnTqBHFxRy/veOXnw5YtVgx06WId28KF1t+iosp+ 6ta19v1nv3t0vEwTDhywzmdmpvVdvG7drGVffGE1iNHR1k/t2hzXd5mORWEhrFgB69ZBTAwkJR09 To6XacLmzbBzpzUFqkcP697cvdv6XK8eR0zAj9fvp2z+73/WqE14uHVdmzen3HSsE2EYVtl+v/V7 aOjRp4oerZ6n0rZtVlx17MgxfRcqI8Nav23bY5sWXFJixWdExPG3qdZ3yKBGjZN3/f/IMMqeB/n5 1vWqXPnPleX1WvdKaXkOh9VW/5lnidVhw28vpn+uPr+Xnw979ljtfJUqpye2RET+ySpM0B5//HF6 9uxJly5dAOjatSvz58/H/bsW+q233iInJ4cHHnjgmHZ6pO+gyaljGMeeEJROr/mnPoStXl/FqNib 4lTsTjEqdqcYlTMpNvbQfzejVIWv7JGRkRQUFAQ+G4ZRLjkDmDt3Ltdff/0JVFFOteMZrbH+Rb5T VxcRERERETm8Cl/bk5KSWLhwIWD9IyBNmjQptzwvLw+v10utWrVOTQ1FRERERET+ISocJ+nRoweL Fy+mb9++mKbJiBEjmDp1KvHx8XTr1o2tW7cSd7K/zCMiIiIiIvIPZKv/B03EDjQnXf4KFKdid4pR sTvFqJxJJ/QdNBERERERETk9lKCJiIiIiIjYhBI0ERERERERm1CCJiIiIiIiYhNK0ERERERERGxC CZqIiIiIiIhNKEETERERERGxCSVoIiIiIiIiNqEETURERERExCaUoImIiIiIiNiEEjQRERERERGb UIImIiIiIiJiE0rQREREREREbEIJmoiIiIiIiE0oQRMREREREbEJJWgiIiIiIiI2oQRNRERERETE JpSgiYiIiIiI2IQSNBEREREREZtwV7SCYRgMHz6cjRs3EhwcTEpKCgkJCYHl3333HRMmTADg7LPP ZtiwYTgcjlNXYxERERERkb+pCkfQ5s+fj9frZebMmQwaNIhRo0YFluXn5/Pcc88xefJk3n//feLi 4sjOzj6lFRYREREREfm7qjBBS01NJTk5GYDExETWrl0bWLZy5UqaNGnC6NGj6devHzExMURHR5+6 2oqIiIiIiPyNVTjFMT8/n8jIyMBnl8uFz+fD7XaTnZ3N0qVL+eijjwgPD6d///4kJiZSv379o5YZ Gxt14jUXOYUUo/JXoDgVu1OMit0pRsWOKkzQIiMjKSgoCHw2DAO329qsSpUqtGzZktjYWADatWvH +vXrK0zQMjPzTqTOIqdUbGyUYlRsT3EqdqcYFbtTjMqZdLTOgQqnOCYlJbFw4UIA0tLSaNKkSWBZ ixYt2LRpE1lZWfh8PlatWkWjRo1OQpVFRERERET+eSocQevRoweLFy+mb9++mKbJiBEjmDp1KvHx 8XTr1o1BgwZx++23A3DxxReXS+BERERERETk2DlM0zRP9041nCx2pikP8legOBW7U4yK3SlG5Uw6 oSmOIiIiIiIicnooQRMREREREbEJJWgiIiIiIiI2oQRNRERERETEJpSgiYiIiIiI2IQSNBERERER EZtQgiYiIiIiImITStBERERERERsQgmaiIiIiIiITShBExERERERsQklaCIiIiIiIjahBE1ERERE RMQmlKCJiIiIiIjYhBI0ERERERERm1CCJiIiIiIiYhNK0ERERERERGxCCZqIiIiIiIhNKEETERER ERGxCSVoIiIiIiIiNuGuaAXDMBg+fDgbN24kODiYlJQUEhISAstTUlJYsWIFERERAEycOJGoqKhT V2MREREREZG/qQoTtPnz5+P1epk5cyZpaWmMGjWKSZMmBZavW7eO119/nejo6FNaURERERERkb+7 Cqc4pqaAkz5xAAAgAElEQVSmkpycDEBiYiJr164NLDMMg+3btzN06FD69u3L7NmzT11NRURERERE /uYqHEHLz88nMjIy8NnlcuHz+XC73RQWFnLjjTdy66234vf7uemmm2jRogXNmjU7apmxsZoCKfam GJW/AsWp2J1iVOxOMSp2VGGCFhkZSUFBQeCzYRi43dZmYWFh3HTTTYSFhQHQoUMHNmzYUGGClpmZ dyJ1FjmlYmOjFKNie4pTsTvFqNidYlTOpKN1DlQ4xTEpKYmFCxcCkJaWRpMmTQLLtm3bRr9+/fD7 /ZSUlLBixQqaN29+EqosIiIiIiLyz1PhCFqPHj1YvHgxffv2xTRNRowYwdSpU4mPj6dbt25cccUV 9O7dm6CgIHr16kXjxo1PR71FRERERET+dhymaZqne6caThY705QH+StQnIrdKUbF7hSjciad0BRH EREREREROT2UoImIiIiIiNiEEjQRERERERGbUIImIiIiIiJiE0rQREREREREbEIJmoiIiIiIiE0o QRMREREREbEJJWgiIiIiIiI2oQRNRERERETEJpSgiYiIiIiI2IQSNBEREREREZtQgiYiIiIiImIT StBERERERERsQgmaiIiIiIiITShBExERERERsQklaCIiIiIiIjahBE1ERERERMQm3Ge6AiIiIiIi 8vexYsVPDB06hHr16uNwOCgoKKB27TjuvPNe+vW7lrvvvp8bb7wlsP6jjz5IQUEB48e/yq5dO3n5 5efx+/34/X6aNj2Lu+++n4yMvdx88w00adK03L5efnkSLpfrNB/hqaUETURERERETqq2bdvx1FMj A5+HD3+c779fSFxcHb799utAgnbwYC67du2katVoAF55ZQLXXtuHDh3OxzRNHnvsYRYt+o4mTZpS r159xo9/9UwczmmlBE1ERERE5G+qbduIQ/529dUlPPGE908tT00tOO46lJSUcODAfipViqJy5SpU rlyZbdu2Uq9efRYs+IoLLuhOWtoKAGrWrMW8eXMJDw/n7LNb8Mwzo3C5XOzdu+e49/tXVeF30AzD YOjQofTp04cBAwawffv2w65z++238+67756SSoqIiIiIyF9HaupP3H//ndx44/UMHNifzp0voG3b 9gB0734RCxZ8CcCiRd+RnNw1sN0dd9xD8+YteeWVCVx+eQ9GjHiK/Px8ALZt28r9998Z+Bk37v9O +3GdDhWOoM2fPx+v18vMmTNJS0tj1KhRTJo0qdw6L730Erm5uaeskiIiIiIicvwqGvE60eVHUjrF MTc3hwcfvI9atWoHliUnd+W++27n0kuvoFq1aoSGhgaWrVjxE71796N3734UFhYyYcJLTJv2Otdd 10dTHEulpqaSnJwMQGJiImvXri23/PPPP8fhcNC5c+dj3mlsbNRxVlPk9FKMyl+B4lTsTjEqdqcY PTWqVAknJCSI2NgoYmOj+L//e5GbbrqJCRMmEBTkIiGhBo0bN2LKlIlcf/31VK0aTnCwm9jYKF59 dTzR0ZF07NgRiOKss5qQnZ1NdHQEQUGuf8Q1qzBBy8/PJzIyMvDZ5XLh8/lwu91s2rSJTz/9lLFj xzJhwoRj3mlmZt6fq63IaRAbG6UYFdtTnIrdKUbF7hSjp05OTiEeT0ng/FauXINrrunN5MmvUVLi JzMzj86du/Pcc88yZMhT7Nq1E6/XR2ZmHkOHPstLLz3H6NHPERQURO3acfz3v4PJysrll18206fP DeX29dhjw6hdO+5MHOYJOVqi6TBN0zzaxiNHjqR169ZceumlAHTu3JmFCxcCMGbMGJYvX05oaCjp 6ekEBQXx+OOPVziapptB7EwNtvwVKE7F7hSjYneKUTmTjpagVTiClpSUxDfffMOll15KWloaTZo0 CSx75JFHAr+PGzeOmJiY45rqKCIiIiIiImUqTNB69OjB4sWL6du3L6ZpMmLECKZOnUp8fDzdunU7 HXUUERERERH5R6hwiuOpoOFksTNNeZC/AsWp2J1iVOxOMSpn0tGmOFb4/6CJiIiIiIjI6aEETURE RERExCaUoImIiIiIiNhEhf9IiIiIiIiI/H2lZiwnpzibbgk9T2q5Ho+H/v2vY/bsuYddvmLFT3z8 8Qc89dRIvvvuG5o3b0FMTGyF5T777HA2bdpAVFQlAHJzc+jb90Yuu+xKpkx5hTffnMKcOf8LlJWd ncVVV13Co48+waWXXsG8eZ8yb96nOJ1OTBP697+J9u07MGXKK3z11RfExMQE9nXOOedy8823nYSz ceyUoImIiIiI/IO9tnoya/evpkvdC3E7z0x6MGvWu9Sr99gxJWgA99zzAB06nA/AwYO5DBjQm0sv vQKAunXj+frrr+jdux8ACxZ8SY0aNQHIz89n2rTXmT59FkFBQezfn8kdd9zMBx98CkDfvv246qrr TvbhHRclaCIiIiIif1Nt325xyN+ubnQdT5w3HIDEN89id0E6AGdPbUhUcFS55X/cPnXA2qPur7Cw kKeffoK8vDzi4uoE/r5ly2Zeeuk5TNOkcuXKDBkyLLDshx++Z/PmTaSkDGXixClMmfIKGzb8TGFh IfXq1eexx4YdblcBBw4cIDg4BIfDAcCFF/bgm2/mBxK0xYsX0bGj9X81h4WF4ff7+fDD2XTsmExc XB1mzvwIp9M+3/xSgiYiIiIi8g+VX1L2Xw0c9OQSHhR+QuXNmzeX+vUbctdd97Fu3VpWrPgJgNGj UxgyZCj16zfg008/YsaMNznnnHMBOP/8TjRq1ISHH34Mr9dDVFQUL700EcMwGDCgN5mZ+4iNrV5u P5MmjeWtt95g79491KvXgGeeGRVYVq1aNUJCQklP34VpmlSvXoPg4GAAXC4XL700kffff4dBg/5F SUkJN954C1dfbY2avffeO8yf/2WgrJtvHsg553Q4oXNyvJSgiYiIiIj8TR1txMvr9xLqDuOg9yAA BgaX1r88MHpW0faHs3Xrr5x77nkANG/eArfbSje2b9/KCy9YSZTf76Nu3YTDbh8SEkp2djbDhj1G eHg4RUVF+Hy+Q9YrneL444/fM2nSOGrXrlNueffuF7FgwZf4fD569ryEZcuWALB/fyYej4eHHnoU gB07tjNo0AO0apUI2GOKo33G8kRERERE5LT5ePMc9hVmlPvbtHVT+CV7058uMz6+HmvXrgFg06YN geQqPj6BJ554mvHjX+Weex7gvPM6ltvO6XRiGAZLlixm374MnnpqBHfeeR8eTzGmaR5xf+ed14nk 5K6MGfNsub937dqNRYu+Y9WqNNq0aRv4+4EDB3j66Sc4eNBKSmvWrEWVKpUJCrLPuJV9aiIiIiIi IqfNlDWvHPI3n+Fj6OIhvHv5B3+qzGuuuZ6RI5/inntuIyGhHkFBQQAMGjSElJShGIYBwODBT7J/ f2ZguxYtWpGSMozRo19k2rQp3HnnLQQHB1O7dhz792dSu3bcEfd5yy23M3Bgf3744fvA3yIjI6le vTpxcXXKfb+sadNmXHddX/7977sJDQ3F5/Nz+eVXER9fDzh0imN8fAKPPPL4nzoXf5bDPFpKeopk ZuZVvJLIGRIbG6UYFdtTnIrdKUbF7hSjcibFxkYdcZmmOIqIiIiIiNiEEjQRERERERGbUIImIiIi IiJiE0rQREREREREbEIJmoiIiIiIiE0oQRMREREREbEJJWgiIiIiIiIVWLHiJ4YNGwLAd999U+7/ cTuZlKCJiIiIiIgch1mz3qWgoOCUlO2uaAXDMBg+fDgbN24kODiYlJQUEhISAstnzJjBnDlzcDgc 3HfffVxwwQWnpKIiIiIiInLsIoY/Qcjcj05qmZ4rrqJgeMoRl/t8Pp57bgS7du3EMAzuuOMekpLa cfPNfUlMTGLLls0AjBr1IpGRkUyePJ5Vq1ZgGCZ9+vTnwgu7c//9d1KlSlXy8vIYNeoFnn12OAcO ZFK9eg3S0lYyY8ZsBg7sz7vvzsHlcjFx4liaNTubCy/sHqhH375X07Jla3bs2E50dDQpKWMwTZOR I58iPT0dv99P3779adu2PffddzvTp8/C4XDwwgujadeuPXXq1OWll57DNE0qV67MkCHDAmX/8MP3 bN68iZSUoVx++VXs2rWT++77N36/n1tv7cfrr79NcHDwnz7HFY6gzZ8/H6/Xy8yZMxk0aBCjRo0K LMvKyuKdd97hvffeY9q0aQwfPhzTNP90ZURERERE5K9r7tyPqFy5ChMmvMaoUS/w4otjACgoKKB7 94sYP/5VYmOrs2TJYn78cTF79qQzadIbjB07mbfeeoO8vDwAevS4mJdfnsjcuR9Ru3ZtJk16g4ED 7yI7O4vIyEhatUpk2bIf8fv9LF36A8nJXcrVY/fudG6//W5eeWUqOTnZrF//Mx9//AGVK1dh8uQ3 ePnlibz22iQAGjZszKpVK/F6vaxcmUrHjsmMHp3CQw89yvjxr3LeeR2ZMePNQNnnn9+JRo2a8MQT T9Ojx0UsWvTtb/X4kaSkdieUnMExjKClpqaSnJwMQGJiImvXrg0si46O5uOPP8btdpOenk6lSpVw OBwV7jQ2NuoEqixy6ilG5a9AcSp2pxgVu/vbx+iEl62fkyj8t58j2b17O6mpqTz00Ibf/mLgdvtw uZycf347QkNDqVevLiEhTjIydrJ58yYeeujewLpe70GCg90kJp5NbGwUGRm76Ny5M7GxUcTGtiQ6 OprY2CgGDOjH22+/TVRUKMnJnahdO7pcPapWrUqLFo0BqFu3DuHhLjIy0uncueNv1z2KJk0aU1iY xYAB/fj0008pKSmgZ8/u1KpVlR07tjFu3PMAlJSUUL9+fapUCSckJIjY2CiCg91UrRpOQkJNOnQ4 l40bV7FgwTzuvffeE46rChO0/Px8IiMjA59dLhc+nw+329rU7XYzffp0xo0bx4ABA45pp5mZeX+y uiKnXmxslGJUbE9xKnanGBW7U4yeGtWrx9G1a1VuumkgHk8xb775Bl6vE7/fYP/+fEJCSigs9JKX V0xMTC1atUri0UcfxzAMpk17nbCwKni9PnJyisjMzKN27XgWL15K69bnkp6+i+zsbDIz80hIaMqv v25jxoz3uOOOew65lqZZlnN4PCXk5BRSo0Ycixb9QGJiBwoLC1i/fiNhYVWoVas+a9aMYufO3Tz0 0CNkZuZRt248jzwylJo1a7J6dRoHDuwnJ6cQj6eEzMw8fD6DAwfyqVQpjx49Lmf69DfJzc2hWrW4 Y4qroyVxFU5xjIyMLPcFOMMwAslZqRtvvJFFixaxfPlylixZUmGFRERERETk76dXr2vYvn0b999/ J3ffPZCaNWvhdB4+5ejYsTPh4WHce+/t3HbbjTgcDsLDI8qtc/nlvdi7dw/33XcHb7zxSrnpgz17 XkxW1gEaNGh4THW78spryM3N5Z57buP+++9i4MA7qFo1GofDQdeu3fD5SqhTpy4AgwYNISVlKPfe ezuTJ4+nYcPG5cpq0aIVKSnDOHgwl+bNW5CevpMePS4+nlN1RA6zgi+NffHFF3zzzTeMGjWKtLQ0 xo8fz+uvvw7Ar7/+yosvvsi4ceMAuPPOO7njjjto3779UXeq3gqxM/WoyV+B4lTsTjEqdqcY/WtY s2YVRUVFtG/fgZ07dzBo0L94//2PAZgx400qV67C5Zf3OqN1NAyDe+65jRdfHEdERGTFG3D0EbQK pzj26NGDxYsX07dvX0zTZMSIEUydOpX4+Hi6detGs2bN6NOnDw6Hg+Tk5AqTMxERERERkWNRu3Yc w4c/ztSpr+Lz+XjooUcBePbZ4eTm5vDss8+d0frt3p3OY489TK9e1xxzclaRCkfQTgX1VoidqUdN /goUp2J3ilGxO8WonEkn9B00EREREREROT2UoImIiIiIiNiEEjQRERERERGbUIImIiIiIiJiE0rQ REREREREbEIJmoiIiIiIiE0oQRMREREREbEJJWgiIiIiIiI2oQRNRERERETEJpSgiYiIiIiI2IQS NBEREREREZtQgiYiIiIiImITStBERERERERsQgmaiIiIiIiITShBExERERERsQklaCIiIiIiIjah BE1ERERERMQmlKCJiIiIiIjYhBI0ERERERERm3BXtIJhGAwfPpyNGzcSHBxMSkoKCQkJgeXTpk3j f//7HwBdunTh/vvvP3W1FRERERER+RurcARt/vz5eL1eZs6cyaBBgxg1alRg2c6dO/nkk0947733 mDlzJt9//z0bNmw4pRUWERERERH5u6pwBC01NZXk5GQAEhMTWbt2bWBZzZo1ef3113G5XAD4fD5C QkJOUVVFRERERET+3ipM0PLz84mMjAx8drlc+Hw+3G43QUFBREdHY5omY8aM4eyzz6Z+/foV7jQ2 NurEai1yiilG5a9AcSp2pxgVu1OMih1VmKBFRkZSUFAQ+GwYBm532WYej4fHHnuMiIgIhg0bdkw7 zczM+xNVFTk9YmOjFKNie4pTsTvFqNidYlTOpKN1DlT4HbSkpCQWLlwIQFpaGk2aNAksM02Te++9 l6ZNm/L0008HpjqKiIiIiIjI8atwBK1Hjx4sXryYvn37YpomI0aMYOrUqcTHx2MYBsuWLcPr9bJo 0SIAHnroIdq0aXPKKy4iIiIiIvJ34zBN0zzdO9VwstiZpjzIX4HiVOxOMSp2pxiVM+mEpjiKiIiI iIjI6aEETURERERExCaUoImIiIiIiNiEEjQRERERERGbUIImIiIiIiJiE0rQREREREREbEIJmoiI iIiIiE0oQRMREREREbEJJWgiIiIiIiI2oQRNRERERETEJpSgiYiIiIiI2IQSNBEREREREZtQgiYi IiIiImITStBERERERERsQgmaiIiIiIiITShBExERERERsQklaCIiIiIiIjahBE1ERERERMQmlKCJ iIiIiIjYRIUJmmEYDB06lD59+jBgwAC2b99+yDpZWVn07NkTj8dzSiopIiIiIiLyT1BhgjZ//ny8 Xi8zZ85k0KBBjBo1qtzyRYsWMXDgQPbv33/KKikiIiIiIvJPUGGClpqaSnJyMgCJiYmsXbu2fAFO J1OnTqVKlSqnpoYiIiIiIiL/EO6KVsjPzycyMjLw2eVy4fP5cLutTTt27HjcO42NjTrubUROJ8Wo /BUoTsXuFKNid4pRsaMKE7TIyEgKCgoCnw3DCCRnf1ZmZt4JbS9yKsXGRilGxfYUp2J3ilGxO8Wo nElH6xyocIpjUlISCxcuBCAtLY0mTZqcvJqJiIiIiIhIQIVDYT169GDx4sX07dsX0zQZMWIEU6dO JT4+nm7dup2OOoqIiIiIiPwjOEzTNE/3TjWcLHamKQ/yV6A4FbtTjIrdKUblTDqhKY4iIiIiIiJy eihBExERERERsQklaCIiIiIiIjahBE1ERERERMQmlKCJiIiIiIjYhBI0ERERERERm1CCJiIiIiIi YhNK0ERERERERGxCCZqIiIiIiIhNKEETERERERGxCSVoIiIiIiIiNqEETURERERExCaUoImIiIiI iNiEEjQRERERERGbUIImIiIiIiJiE0rQREREREREbEIJmlQoNWM5C7Z/aYv1j7dsEREREZG/EveZ roCcfqkZy8kpzqZbQs9jWv+11ZNZu381XepeiNtZccicyvWPt+zjPdbUjOWYOR7aVel0TOuLiIiI iJxMGkH7m/j9yFJFo0yvrZ7M04sew2f4Kiw3o2Av2xZ/SN2fNjJt7esVrr8vewdNpn1A2+82Mm3N axWuv3/bWpLHf0Cd1IrLzyjYy4oVH3LZ/zby/qKXKiwb4M2fJvD6Jw8f8Vj/eK5eWz2ZQV8OOqZz c7L9k0cH/3jsJ/tcnOryT+e+TrQ8O41wn+i5stOxnOztT2V5dqvbiWxvp5g5FduLyD9ThQmaYRgM HTqUPn36MGDAALZv315u+fvvv88111xD7969+eabbyrc4bxf5gV+r+jhfLI/n4jTXdfjPZbXVk9m 2A+P4zN85X7/o+zVi7lr6GxSH9nE17e0Ji9zx5HL9nrZO/gWlk7yMf9taPjgYLJ2bz5iHZxbfyXq su6M/MrgnTnQaNDj5O7bdsT1Hd98RY3uXfnPjwZfvQXBKU+Snb/viOsvHn8/qRN8vPgl3HDrM3g/ ++CQdX5/LKumP8PI/8xh/jNbybj1IhzZWYes/9rqyYz8ejAbpo9iVf92jLl/FjNS1rNoyiAwzSPW 5Vgdz3X943U71fF9Ju+3wyXGvz/2is7FmS7/aPs73cdSUXl/XD4lbRLDFh9bBw0eD19/OIIR3w45 pvWnrJzIi188fMx1q+hcVXQsrx/PsRym/KN1bFVUl4rqdqav+1+lbn9m+6Pdb8db11NZtz9Tv6N9 PtE2+ETXP9nlHc+xncp9n+ry7Fy3k73/M/1ufDI/n459/T4n+qMK54jNnz8fr9fLzJkzSUtLY9So UUyaNAmAzMxM3n77bT744AM8Hg/9+vWjY8eOBAcHH7G8QV8OYsF1i3E73byx9GW27V5FUre3qeaK 4vPvRvNLxhrqthmM6fXw+dq32VO4l6adU6hX4yw+Tx1N2sH1NL9kGiGRVXlj+Uusyt8YmO72x+lv f/ycmlE23e33v5eeqKN9rqjs11ZPZt2+VbSLPJuSnP3M+nooezO3UCdpMNGuSJasfYutub8Sl/Qv XCGhfPTLDLYW7qLhBS9SJaoGH6S9SFrBRjr170hIaESg/POi2+LIzuLzBaNJ9Wyhy+1dcbvLzq9j 3z7yVi6i1nuzaeQxmfdVIudl7eB8ExZvv5ULr34cf+MmOAryCX9+NNGvTqCJ3+RgMPT/fCcHFrYk 7bLavH1uOF1uLJs26Fq3lsj77qD7z+vYVhkyIqH3GoN9ye34JeVxdpzfuty0wZA5swgbdD/VCop4 uxU0zILrV/vY0/VcNo99nu2Na5St7/MRPmYEYS8/j88BzyZD37Uw6FsPmy45H+d732LE1QmUnfbr d9Qc+hR3ffkThW54LQluWmUScsutFA38gfxhKRAWFrhO6b+m0uCLwXT/fjMlTthcFRLnLce3vC2F I57H0+saXJt/ofizD7j7vVl03gYh/hEA5IZAvRxo8/hUDn7+C74RL+Jv2ixQl5MRNxv2rqLV+dUp 3LuNzxc9T1ZOOmHxvQhfO4cOPj/f7r6NmtUa8EX6F2z3Z9LosvFUq9OM11ZNYu2BNccU33+mbq+n TWLHzjTO6RhN1u5NzP9hHNm5u6nWqA8Ov5+f96ayw7OHtp2eIMNRwEc7ZrPKkUHy7csIDg479vvN MJj17Ysc+CWV2NhrKdr2M13WfsvVhSa7F1xGfngQ9bMXERph8o7xADf2Gn3cx1q6fqeYDmxe/gmh H83hslw/65dcRUl2Br12b6R7MHy+6Dzqt7iABZ40UoP20eWOZNwhYX/qXKZvW0Fc7C/EfTSbTlkm 33/UnEohleiSvZFzXbBix10kXnALU/dMJq1w03Edy7p9q+i2N5LUN4bwzKKVhPjhy3drEtSpB7Oj 01kUnnHEab9TUyfgTl1Otf3xxCxN451tBfxaFdb9eDlJdz/PsmqF5Hhyyu3ft3YlnRZsIPKD2YzJ zmFIKCyffz7htz/ErnrR5etalMVFObFkTn2e8Z98So0C2PFGM6L638+H1X7kW8evh9TNuXcPuQs+ oueMWdx8EFa+3RB3pWjOK95CfBQs8A3h4quexIyqVO5Ypv00AefK5VTLaUiVpSt4e8tB9kTC+oUX 0eauMSyt5T/kWPIP7KbbFhO++ISRC2azNha+3HA1l97zCq+tKYur0pjpHNeVLavn4//0A7rnGnyY cwfXXzOKVHYcU8ydF3oWG798g6SPZ3FxPiz6vC2Xtr2ZbXvm8pNjF8m3fERwg6akHlhZcXn7VpF8 sBr8uJArP5hND6fJZ9+1p3az85lbksbasFy63Lkcd3DoUePotdWTWZu5irMKI9nx7SzO/XIWN2TB wk9a0P3Cf7E0bx4L3TvocvsPuMMjK47JVZP4dccK2rQJIWTvXmI/nEPPEj+zN15Ky8ZdmbvvK9Y5 93Nd84uPfP8UZdHDaETR919y4fuzaR1q8u6u67jk2uG8tuUI93vd7ph70pk7azA5B3ZwbuLjRM6f w3k+P3O9D3LNFcP5qeTXw16X8yNbseGzV2j/4SyuOgg/rLuWC/qmsCy6gJySg4cca/fItmQtnEvb 6bPpWGIye8MlnH/pf3g9axZrctYd9v515Obw8UfDOLh3Kz3PfZ5f09Oo9uNsmkSYfFR1NNf1HEJq Zuoxv1t483OY/s0oVnq20mXAhUdd13kgi3nvDCZv71a63fwxNGhMau6a43qPCRxL3IX4t23m6/f+ zZ6ivXS67TNC6jU5at092fuY9ckwNpWk0+WOLriDQspdN2NvOp/OeYKfyaDLnZ1xB4eW275cXXJy mffeY+Sl/8I510+jUvP2pOat+3PH8ruYPdz61yX1Kl9enQvwHczm3c9T2FC8jS63We9c5cozTaYt fZm0vA3H9P45ZeVEft25ki63/OG8/FbW9B/Hsm1XGl1uW4I7LKLCYzvqsXo8zPpyBJtyfqHLHctw h4Yfd3m/PxeOgweZ/clw1vl3Bd4/f7/+qsyV/9/evYdHVd2NHv/uy9xnkpkkEyBAuBNBuVOLtqJV 0apFsdYjSrFPra1tfdTavsjBKrX1tChtT1v1YPvavj2e99Rqi1bsob5W0FILioiAIpEghCSEQCaT y9zv+/yxwyQhCSQSSNTf53nykMnsWeu39lp77fXbeyf0q1+Of/27HWt4/8guLry5n7H18vo/tj3K u617PvTnO7/+7c7H2Xd4J/O/fCEWi+2UY/v922uoPNq1rZUtu7li0hXdztsAimGc+DbBqlWrmD59 OldddRUAF1xwAa+99hoAGzduZNOmTfzoRz8C4Pbbb+e2225j+vTpvZb3xiiF4XGVkkgOd+pENfdN Dni7cOAAAB2GSURBVIg6NGy+YezNHialglW3Y7XYaU61klOg2FnK+KJJVLVW0ZZqY1zhBBoi9SSz SSYWTsSm2aiL1BFNRxhXMB7DyFEfOUQyk2CkZxS6amF/yz4Mw8Bj9WBRLTQnmrFmwZfR8WdsaJEo nuTAPDMas0DYCq4UuNNd38tqKpSNIlzowF7fgL0ldPJ95PaA1YLa3MwBH9x9Ofx9Atz1Btz7LyhI QpMDMkVeiovGgN2OvvNtlHSa386C715uxvRvW+BHr4I1B9vH2jhn5LkoikIsFMD7TiVhK3zrKvjD DNCz8MA/YMVrkFXh7fEOZg6bi6IopOoP4q6u5YAXbrge3hoJBQn497/CDe9BwuOkrWI8PnsRAK3v baW0JclbI2DJdVBVAtOPwFPPwtkBiJSVYh1/Fqlsim1HtjKjwaAoAW+OhFsXQqUfvrcFfrAJHBnI FRejBoP5/bNzGPx9sso/znLw8vAoFU3wi5dgwQHIaSpN0yvwuvwA7G2uJJKOUOGrQFN0qkPVxNJR phafjU2z8UHrPiKpMKM85cQzcerDdbhSUJS1UmZ4SLcFKUx+uHGR0iDoAM1dQFjL0qhESehQ5Cim xFFCUzxIPBNjWskMMkaa6jYztinFU8kZOerDh4hlYkz2VRCIBzgcPoQzDaVJHW8sR2E8h/ohbhqm VThaqFHrzpLQYGzhOMrcZexrqSKajjKrdA5VLe+TTESYmSmF+jr0bK5fdVR7oaYQxvom4LP5qAkd JJaJMat0DoqisLe5kmg6ynT/TI5GGzjYVs2IMExsAb0fVeUUhVafg0OFCmEtw/SSGdg0G3tb3s+3 BQz2BveQiYUZrnrJxSJYo3FKo32sA6gvgIzDht3tI0iMiJJmVvvxcawtZxVNoTXZQnXrAaYEYHh7 +TEds98THWVmFEgWurCVlBF2WcilkniiKYzmJmyReH67rAK7S2FSEJztF/QPD3dT68kxq3QO6Vya +rp3qDgUAyBS6OS5MTEWHIAREXP7yhEWxo//NIqisre5EneglXEBc6JqcsA7w+CCWrC07/c9JWD1 +BhVNJ4YafRAgILahj7tq+iYkSTcDjzhFEawEVs00eX93X4Y0wae9nPJUb+Tai/5thw4upuzaiJY s+3lWcDVaU7dORya7VDmLqMh2oA9bTA1QI/HaEuhjX3FCpP8U3Hojvz4nu6fQc4w2HZkK8PDBlOa Tt6utK5S67fS6IQZpTPRFZ2qlr1EUxEmeifSmmihIXSIqYGu/dyTrAKUjWKfM0YLcWaXzkFRVKqC laSjIc5yjuFQoApvHPyxk8cWdds4WqARcBjMHN4xJlPxMOONIpSWZhyRBLbsycsCyJX4OeDJ0KjF OadkGoqiUt28j7JDLZREe55wGtwQcEJRwXCGecvZFz6AI9jKqFYDS+bEFTd7LFSX6JxTNod0LsO2 I1vxxQymNYLWQ3Vhp857w1QmlUxFU3UOhqopaAoxPpDuvjHm8VdbCD7vCIoKy9gXrUENhRjbpmCP nXhyT9ks1Ja5CGpJZpbMpDF0mEOhGlQDHKoNzVDIpBP44jAiacGS7IghZDP3SdABZb4x+BwlbA9s x5qBihYVX6zrRGeoKoeLLDS4DEZTiNYWwhFN4kiDoWsYuk7USJLUIOmwoHm8NGkJ7NEkk5pBSXVd oCUtKtWlVlqdKrNK59AQPUx1635KozA6ZK4jjsmpKsnSEqqdCWyhKOWtBpZMrsv7AZ+Vfc4EKQ0K bAWEUiHsaZgRceFq7T6ZHvZZaCjUmO6cQCJ4hFxrEGcacoq5xsgBaQ3UAi82r5996QaSuRSjM24s oTCeaBrFgFSBi1SBm0rjKBkVilQntjRkEzEKE+BPamidxlhKg5DPRYMH9FSGydkick1HsWRy5IAW p0LIY+OQLUFahfHeCWSNLIdaD1ISg2ExhaKogQoYioJRXMxBa4ygJc2YpANPcwRHqmPfZLxeKq2t BB3gthegKzrNiWZsWahQSimMG2SbA2gGtDlV0h43AVsGMhnOTnrRAh1PIeUUaCmwcsCVIq7DBFc5 TqzUNn+AJQs2Q8WaU1AzWVIauAuHYfcUsStUSXEMykMKrlTHQZOxaMT9xezSGklp4LMXkcmlSWeS zHadhRIN0xSoxpUC3QBLtuP8m3DZsBSV8m6mjoQGI1N2vOE0BbEsKpCy6VBcyjscJmwFt9WDVbMS jAexZ2Cy6qcwDpmWAABhh0rS46JOC2PJwqSsD084iRYzJ7kWh0LYY6POliCpmf1S4vCzreENPEko TmkUxHN4EgZxCxheH7aiYWyPvk9hAobFVYoiOXQDMioYRSXsVZsIOsBp82DVbATjTeg5KMu5KM8V Eg8exp6BsF0l4bZzWI+RUWBcxkNpFLRwGDDX061uC/WONOd+A4wf9DwPnjRB+/73v89ll13GhRde CMBFF13Ehg0b0HWddevWUVVVxbJlywC45557WLRoEeeff36v5SV1hYATmj06DY4MbTbIWjUmDpvK tuC7pDTzdVHBcA7E6lEN8BgWPl08g3dr38KeAWdWxac6yEajeFLgTSqMMjwQCqHnQDW6f/U0MffX 8eu8jAptdkg4rQS1FCEbhO0KhsfDIULELZCzaIwumcDulioAnOiU2fw0tTVgyYEjp1LuLKOx5RCu NBQmFYrSGo54hqgFmp0Kqr+UvdmjFMfMibAi5qSgLU5doYJlxizWqu/zZmGUFgfEdbPzNQNmN8DN yQqm1yTQGoM8cp7K/XNDJCwdbfBH4f5NcFWVuWAbprghFqet2MWSS0P8bXLXNk87Ar97AT51uOvP t45W+PIigw+Ku/784gPwH+vMRVR+PyrwzNlw1zVWApZOJwEDvr4dfvZy18k+qcH/PA9+cBGkO90g sKfh4Q3wrW0di0GAVhv88GKVRz6VI9cpY54QhGc2+ZlWl0T/3CV8T9vIM6NDNHS9SJ+P5aoqM5az +rDgOpGEBmEbZN1Ojioxgg4IulWyxUXspYmoBZLti+60CrYsjNC8JCOtuFMwPK4yKmnH3RqjJAau tIIzZeBMm8nyqUipEHSa4yxoN2h2QNhjwfD5eD/bSNQKmsXKmOIJvBusxJoFf87GWK2EUFM9I8Iw Ogyj2xRGhI0THmc5IOYvZL8rxV5nnNpCaCiycMRnodIZo8lp9vvwlBV3JMXIsLnvz2lSOasxl08Q +qrVZiYj7w/TeKckS20h5jHistKop/CkoLwNZiZ9uI62UN4G48IaZa1ZRoW6jqmeJDXzWIvrELHC 3hJ4rxTeLYW9xeaJ3a5ZSWZTuFMwNQCfaSukvLaN8S3mxQJHGpxp82R2Ikdd8PIUKy+ebeO5UWGS mlneokARU/Y2M7YV/AmVojh4YzkyqrmQCzrNBOSdYfD6ZAfbJjnZbwRxpuDKffCdmhHM3NHQJWnJ KvDyeHhtwWT+c2wbdYmj6Flz+1vfhiv2dY03rsMLFfDHGSrrJ+TIaFAUg+82jOXT/zrI3MNgzZqf sWbNk5fzcwv4H7zG+pEx9hWbF6NKslassRTjW8y561NHFGY3KNhTOZpcHYvTPX7YOtFsS5USxJaG y/fDd+rKmP3W4W7J1dvDYcsMH+srFF7yNjOxGb5QBVftgwtquh5DWcXsu93DVXYMy1FXABVBuCo+ iqJ9hxjbeuJ+Clth60h4c6zOppEZDnrBm4DzHJMJ1FdR3gZTmuCsgDm2C05ykfKAF7aM1dgx0clL /jCGAmNaYXa6GFdDMD9mP5X2ox4+0u34S2qQsmpEtCxhK+werrBztIV/DUuxtwRGhuByYzzq/gOM b4GycMeX77jEMKtAix2aHeZx1OSEBq9GoNhOpT1K3AK+OIw1CtBaQwyPwNiwyjxjFLm6WhzHPeFX VwD7pwxjw/AYf/eH8SVg7mE474iFc+rTFCbN8eI0dJRMhqMuOOiFWp/KwYIcbTaIWc2kO6fAxGbz mJgagHEtXS+WJjTYOgpeH6ezcXSGugKYdwhujUxi+I59TDzu6fc2GzTPmMxa72H+PixC1AKzjsD5 jTbOrksyIgL2rILHsKImk4St5gWkmvYLSQEX5JwOYjaVRqKMCsHZjeYFxbOazDneUBSyikFWMeM/ 9pVVzP3b5tKIe93UGW14E1AaNRPs4ph5ftdQUHMGGQX2F8GBUp3dvgxBB0wN2biaCpJ73qEkZran xWH2X9wCNnT8Vi+tkSYcafOihScJ7lT7nDaxnIPD7LygVKHlYEpQoSJgUBHseoEDzDLrCqGpyMEH jjieFIyL6IwLaRS3JGl2mP1WX2yhxpmmJAYTwzqjmjOUhbr2U1aBmiKV5ISxvKge4IgbJrQpTGqv e0QY0m4HYadGvWL2iwZYFQvZTBpbFgrTKv6sHT0SQzHM8XrsC6AkqVKS0PBE02i5jnNvUjOT4Da3 BsUlVGaP4kqbx0hZ2LxAldAhV1JMvS3FQS2MK22uoY71y/EX6IMOaHSZ83ebHfwpnTnqKGL1BylI mu8d9pgXJMI2GBnXqUgXYDvajPe4eSyrQKtDwfAWcoBWsqp5vPkS5r9ZFRIj/LQUu9icOwiY68VR bTAqBPaseU4ydJ04GdKa+TqjKaQVA0sOXBkFT1rFlsrS5IBDBXC0yEqtI4UvDuMiGmMiOkUtyW5t Tdp00k4bR4gSs0BKB0W3EDfSKEBxUmVE1omlLYIta+6bQPu8ntRhWEJjTNqFrTmUv3h4TFqFNoeC 4fVSbbQAZru97W3PqOaaCn8J7+UaseTMfimJmV/Hn1+jFmi1m0leqyWHIwNFSRV/SscaM9fyx2Jr tYMvqTApW4jW3NptXgRzm1xhAbWESOrmOsbbHp8la56HjZISKpUmUpoZU2nUjNFx/ykkaKtWrWLG jBlceeWVAMyfP59//vOfgHkH7bXXXuOBBx4AzDto3/zmN5k2bVqv5SkPKKCAQ3cSz3Rczhvo13bN TiLbsSdnlc5h55HtGAroikbGyOa3+1z5pbx48P+1l+Ngln8OWxr+BYBTd2LVbLQmW3ot+3S35fjX ABiAAn67n0AiQG90Vefc4fPYdmQr6VzPVwQ7u3XabewK7GRbw1bsup2XvvQPphRPzb+/+s2f8LO3 HkLJgc/mZd21/8WFT88jp5r7+L+uewVFUfLbf+vlW3m26k8oRsf285+eh6HC9+YuZ/m5389vG0q2 seDPF1LddgDFgB9/9iFqQzX85p3HMVTw2Xy8sWRH/s7az996mIff/DFKDu6a/V3++P7/pTHWiKGY +6Y3HmsB9897gHv++d2T7g8MUNqPkItGfY5/HDJ/z9KmWZngncSe4HsAWDUriyZ8kT9VPQ2AQ3Ng 0SyEUiGM9pmsT/3ai+6fdRDPxFHaF5ejPaOpC9eZ7bO4Ge0pZ0/znnysU4rOZmdgBwAFFg+KotCW CuX31YCM0XQsv68cmp14tvtMVmj3oqk6wUT/s95jbfU7SgjEzc+rikKh1UtL+/HptRaSI0coFT7p OOjNWb4pvN9ciWKARbXgs/lojJtXJT1WDwXWAuoj9RgquHQXdt1OMBE8Sak9G1cwnurQgfzxNMlX wZtHtgJgUXRsuo1IOtrntlgUi3mcK+C1+cgaGcKpcK/bKygYhoFimN+PKRjLwVA1hmrOfbEexqeS A6tm4RvTvsVjOx8x51TVQsY48fzi1J3E0mZ511cs5s/tx8oJtY8nj7UAA4NIuq9tob0tB0/Yls7H d/5HPTwGoaBgYLS33YrfUUp95BAAmqLitfkIJoJ97qepRWfn5w6n7uCWc77OY7seAcCqWrHpdsKp kz8dccys0jnsOLodxQBN0Si0FtKcbMZQO2Lvq4neSXzQus9sq2rhG9M7+tmm2XBYHLQmT5Kp9hKb VbUwtmAcVa1VGGrf5sBjn0cx+9FpcdEU7/mc17mfHJodt9VNIN7Ua7903t6m2ZjoncR7wd0YCjgt vYyZTo7NFQB23Y7T4qL5ZHNBe1d4bV5QlC5ri/6cI47Nue0N6bbt9JKZvNO0EwyzLXbd0SW247ef UDiR/a0f5GOzaBYCnfbztJIZvBvYhWKY86w5jwd7Pb+NKxhPddsBUMBjKcCu27qU59AdJFIdd/fz u6eHcTGtZAbvNu0Cw4xN1yxdxsDx208pOpvK9uPLZXFh1x1dzjkO3UE8He+078zzaW/lVfimsLe5 0pxXrd33zbHyjs0lx9aIPc0ls0rnsKNxOxjgtrixW+w0xTvHZtZ97HyXL6uXc/WUoqlUBs1zfU/9 ZtcdJLq09WRrZweJTDx/vPS0fSLVfUy6bT31cS91GZxwv3e03UYim+y17XbNTiKTOEHbuvbLsfpO uCZLx3qcKz5UbNlEp7b2HBvKKSRoL730Eq+++ioPPfQQO3fu5LHHHuO3vzX/2l4gEOCWW25h7dq1 pFIprr/+etatW4fNZuu1POWHH2LFdJqdysJ5sGmKRtbo27Mmo9yjeX3J29g0s3/+vPdpbt/4jV7L u27Sf+PxBR1/WTGVTTH7P8+mMXY0/7P8ZIO5INzaKYE62fbHJ1wAK15bxu/e/Y1ZXg8T4a3TbuMn F/wU6EgWAXSl+wJRV3U23fAGk3zmbcB/1v2DL/31agA8Fg/hHhZ7l5QvYMNX/04gEO5SfoGlAFtf J58hYCjHNtBOd9vO5L481bI7L8Z7TUoGqP7+xto5tv7MW3D629JfA132UC5vKMc20IZybEKIj6fe ErST/srUggULsFqtLF68mFWrVrFixQp+//vfs3HjRvx+P0uXLuWmm27iK1/5CnffffcJk7Oh6vgJ +aM0QWeNLLdOu43Gb4d6/Pq3uf89v204FSKW7ni2+1gidHx5x7xS+zItiY5nP9Z98FyXZAvIJ1sA rckWfrptVZ+3bzlu+1Q2xV/3P99RXqq1S0IE8L/f+x37WqpIZVP8nz2/z/+8p6v3mVyGlZtX5F+/ 0bAl/72m6uy95WC3/fXHLzybj6Vz+aF0qFssp2PcXFK+gNmlc065nI/amL6kfEGP47cv+6IvbRvI 8j9sfQPdlnNHntvtvc53SnpLaI59/n9d8u8nrV9XdTbf+Fa/tu2trZ1jO9m8dei2Jkqdw05LW/ra F/0p+0SfH+h+H4jyhlJs/e2X3urvqZ9OFOvpGDP9rU8IIXpz0jtop0Mg0PtjKqfD59d+jrc7JQYf xiXlC/KL98HU012v4+8UHdPTHazOd6COd7Lt+7IfO8fS3+17altPLilfwBcnXd/n/dCXtnXm93tY 868n+hRLX2I93ePmw47v0xVbX+L5sHX3ta2nu/yBqO9U2+L3e7rMpf2ZG/pbf0ui+ZRi7W9sp7Mt Z7qfPkrlDXRsX1h3KW/Wv/mhy+stnp6278+2J9r+dMT2YbY/FQMd22C29XTXffw8eqrlnchAj4Ez OaaGUt0fJ36/p9f3PhEJ2sdJfw6KwVoUnYmTQH/r7k/b/H4Pcx6fK5OPGNKOX1gM5RPmUF7MitPn ZItfIQabjFExmCRB+4SSRVGH/rRNJmzxUSDjVAx1MkbFUCdjVAwmSdCE6AeZsMVHgYxTMdTJGBVD nYxRMZhOlKANxP+rLIQQQgghhBBiAEiCJoQQQgghhBBDhCRoQgghhBBCCDFESIImhBBCCCGEEEOE JGhCCCGEEEIIMUQMyl9xFEIIIYQQQgjRndxBE0IIIYQQQoghQhI0IYQQQgghhBgiJEETQgghhBBC iCFCEjQhhBBCCCGEGCIkQRNCCCGEEEKIIUISNCGEEEIIIYQYIiRBE0IIIYQQQogh4owlaLlcjpUr V3LDDTewdOlSampqzlTVQvTLrl27WLp06WCHIUQ36XSaZcuWcdNNN/GlL32JjRs3DnZIQnSRzWZZ sWIFixcvZsmSJdTW1g52SEL0KBgMcuGFF7J///7BDkWIbs5YgrZhwwZSqRTPPPMM3/ve93jooYfO VNVC9NkTTzzBfffdRzKZHOxQhOjmhRdewOv18tRTT/HEE0/w4IMPDnZIQnTx6quvAvD0009z5513 smrVqkGOSIju0uk0K1euxG63D3YoQvTojCVo27dv54ILLgBg5syZ7N69+0xVLUSflZeX8+ijjw52 GEL06POf/zx33XVX/rWmaYMYjRDdXXrppfkLB4cPH6akpGSQIxKiu4cffpjFixdTWlo62KEI0aMz lqBFIhHcbnf+taZpZDKZM1W9EH1y+eWXo+v6YIchRI9cLhdut5tIJMKdd97Jd77zncEOSYhudF1n +fLlPPjgg1x++eWDHY4QXTz33HMUFRXlbxoIMRSdsQTN7XYTjUbzr3O5nCyEhRCinxoaGrj55pu5 5pprWLhw4WCHI0SPHn74YV566SXuv/9+YrHYYIcjRN6zzz7Lli1bWLp0KZWVlSxfvpxAIDDYYQnR xRnLkGbPns2rr77KlVdeyc6dO5k8efKZqloIIT4WmpqauOWWW1i5ciXnnXfeYIcjRDfPP/88R48e 5bbbbsPhcKAoijyKK4aUP/zhD/nvly5dygMPPIDf7x/EiITo7owlaAsWLGDz5s0sXrwYwzD4yU9+ cqaqFkKIj4Vf//rXhEIh1qxZw5o1awDzD9vIL7qLoeKyyy5jxYoVLFmyhEwmw7333ovNZhvssIQQ 4iNFMQzDGOwghBBCCCGEEELIf1QthBBCCCGEEEOGJGhCCCGEEEIIMURIgiaEEEIIIYQQQ4QkaEII IYQQQggxREiCJoQQQgghhBBDhPxP0UIIIYaMH/7wh7z99tuk02lqa2uZMGECADfffDOpVAqAG2+8 cUDrfO+99/jb3/7GsmXLTrmsXC7HHXfcwerVq3G5XAMQnRBCiE8a+TP7QgghhpxDhw5x880388or r5z2ur785S/z2GOP4fV6B6S8TZs2sXXrVu65554BKU8IIcQnizziKIQQ4iPh0Ucf5dFHHwXgM5/5 DCtXrmTRokXceuutvPjii9x0001cfPHFvPnmmwDU1NTw1a9+lWuvvZYbb7yRPXv2dCvz9ddfx+/3 4/V6SafTLFu2jEWLFrFo0SL+9Kc/AdDU1MS3v/1tvvjFL3LdddexZcsWAFpbW7n99tu54ooruOaa a3j99dcB+OxnP8vLL79MJBI5E7tFCCHEx4wkaEIIIT5ympqamD9/Ps8//zzJZJINGzbw1FNPcccd d/Dkk08CsHz5cpYtW8Zf/vIXHnzwQe6+++5u5bzyyivMnTsXgB07dtDW1sbzzz/Pb37zG9566y0A fvzjH3Pdddfx3HPP8fjjj7Ny5UoikQi/+tWvKC8v58UXX2T16tX88pe/BEDTNCoqKnjjjTfO0N4Q QgjxcSK/gyaEEOIjaf78+QCMHDmSOXPmAFBWVkYoFCIajbJ7925WrFiR3z4Wi9HS0oLP58v/rKam hnnz5gEwadIkqqur+drXvsb8+fPzjyhu2bKFAwcO8MgjjwCQyWSoq6tj27Zt/OxnPwOgoqKCZ555 Jl9uWVkZNTU1p7H1QgghPq4kQRNCCPGRZLVa899rmtblvVwuh9VqZd26dfmfHTlypNvvmSmKgq6b p0Kfz8f69evZvHkzmzZt4tprr2X9+vXkcjmefPLJ/GcbGxspLi5G13UURcmXtX//fsaNG4eqqmia hqrKQypCCCH6T84eQgghPnY8Hg9jx47NJ2ibN29myZIl3bYrLy+nvr4egI0bN7Js2TIuuugi7rvv PpxOJw0NDcybN4+nnnoKgA8++ICFCxcSj8eZO3cu69evB8zk7Otf/3o+Yauvr6e8vPxMNFUIIcTH jCRoQgghPpZ++tOfsnbtWhYuXMjPf/5zfvGLX3S54wVw8cUXs3XrVsB8ZNJut3PVVVdx/fXXc/XV V1NRUcF9993Hrl27WLhwIXfffTerV6/G7XZz5513cvDgQa6++mqWLVvG6tWrURSFbDbLnj17OP/8 8wej2UIIIT7i5M/sCyGE+ERbvHgxa9asoaioaEDK27BhA9u3b2f58uUDUp4QQohPFrmDJoQQ4hPt 3nvv5YknnhiQsnK5HGvXruX2228fkPKEEEJ88sgdNCGEEEIIIYQYIuQOmhBCCCGEEEIMEZKgCSGE EEIIIcQQIQmaEEIIIYQQQgwRkqAJIYQQQgghxBAhCZoQQgghhBBCDBH/H6GvuaYiNshiAAAAAElF TkSuQmCC " > </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"> <p>Instead, we will compute a <strong>spectral novelty function</strong> (FMP, p. 309):</p> <ol> <li>Compute the log-amplitude spectrogram.</li> <li>Within each frequency bin, $k$, compute the energy novelty function as shown earlier, i.e. (a) first-order difference, and (b) half-wave rectification.</li> <li>Sum across all frequency bins, $k$.</li> </ol> </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"> <p>Luckily, <code>librosa</code> has <a href="http://librosa.github.io/librosa/generated/librosa.onset.onset_strength.html"><code>librosa.onset.onset_strength</code></a> which computes a novelty function using spectral flux.</p> </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-ipython2"><pre><span></span><span class="n">spectral_novelty</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">onset</span><span class="o">.</span><span class="n">onset_strength</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">sr</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 [21]:</div> <div class="inner_cell"> <div class="input_area"> <div class=" highlight hl-ipython2"><pre><span></span><span class="n">frames</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">spectral_novelty</span><span class="p">))</span> <span class="n">t</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">frames_to_time</span><span class="p">(</span><span class="n">frames</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">sr</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 [22]:</div> <div class="inner_cell"> <div class="input_area"> <div class=" highlight hl-ipython2"><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">4</span><span class="p">))</span> <span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">spectral_novelty</span><span class="p">,</span> <span class="s1">'r-'</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">0</span><span class="p">,</span> <span class="n">t</span><span class="o">.</span><span class="n">max</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">'Time (sec)'</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="s1">'Spectral Novelty'</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[22]:</div> <div class="output_text output_subarea output_execute_result"> <pre><matplotlib.legend.Legend at 0x10c170690></pre> </div> </div> <div class="output_area"> <div class="prompt"></div> <div class="output_png output_subarea "> <img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA2UAAAEFCAYAAABjHU8gAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz AAALEgAACxIB0t1+/AAAIABJREFUeJzs3XucXGV9P/DPc+a+O3vPJoFALsqtEBGV0lYhUloEqfxA iXIzVKBVEeVSjWheMaJRAkj7A4METdXyUynQaimtUiuIUAGxgkBDgHINJIRkc9nszs7szpk5z++P c55zZmbnzLnMbOZM8nm/Xnklu9nsHg5nzpzv8708QkopQURERERERG2htfsAiIiIiIiI9mcMyoiI iIiIiNqIQRkREREREVEbMSgjIiIiIiJqIwZlREREREREbRTfGz+kVCpj9+783vhRRIENDHTx+qTI 4vVJUcVrk6KM1ydF0fBwj+vf7ZVMWTwe2xs/higUXp8UZbw+Kap4bVKU8fqkTsPyRSIiIiIiojZi UEZERERERNRGDMqIiIiIiIjaqOGgD13XsWLFCmzZsgXFYhGXXHIJ5s6di09+8pNYuHAhAODcc8/F aaedtjeOlYiIiIiIaJ/TMCi755570N/fj2984xvYvXs3PvjBD+LSSy/FhRdeiIsuumhvHSMRERER EdE+S0gppdtfTkxMQEqJbDaL3bt3Y+nSpTj++OPxyiuvoFwuY8GCBVixYgWy2ezePGYiIiIiIqJ9 RsOgTMnlcrjkkkvwkY98BMViEYcffjgWL16MdevWYWxsDFdddZXnDxoZGW/JARO12vBwD69Piixe nxRVvDYpynh9UhQ1tU/Z1q1bccEFF+CMM87A6aefjpNPPhmLFy8GAJx88snYuHFj646UiIjqSv3r T5D65zvbfRhEREQ0AxoGZTt27MBFF12E5cuXY+nSpQCAiy++GE8//TQA4NFHH8VRRx0180dJRLSf 61qzGt1fXdXuwyAiov3UD37wD7j88k/hyisvxd/8zafx3HPPtuT7vvTSi3jyySd8f/3Spadjamqq 6nOf/vTHsXbt39kfT01NYenS01tyfN/97rdx993/DAD48Y9nbnG04aCPW2+9FWNjY7jllltwyy23 AAC+8IUv4JprrkEikcCsWbOwevXqGTs4IiIyiakpiMlCuw+DiIj2Q6+88jIefvghrFv3XQgh8MIL z+NrX7sat932j01/71/96n4MDQ3hmGPe2dT3+cUvfo7jj38v3vGOdzV9TG5uu+17OOuss2fkezcM ylauXImVK1dO+/wdd9wxIwdDREQudB2iZmWQiIj2P91Xr0Tq3+5u6fecOv1MTFz9Nde/HxgYxLZt b+KnP/1X/NEfvRuHHno41q+/DYCZpVqwYCE2bXoVAPCVr1yDoaFZuPXWm/HUU0/AMCTOPvt8nHTS n+OZZzbgpptugJQSw8OzceWVy3Hvvf+OeDyBww47AmvWfBUHH7wAiUQCl156OW644VoUi1MYG9uD j33sr7FkyYmux3j55Z/F9dd/Hd/97g8Ri8Xsz2/d+gauvXY1SqUShBC4/PLPYdu2rXjooV9hxYov AwAuvPA8/N3f3Yzf//4J3Hnnj6BpGo4++hhccsln7O9z223fxdjYHtxww7XI5cbxvve9H+9+9/F4 9dVX8K1v3YhvfOOmJv4PcPNoIqKOIEo6wKCMiIjaoL+/H9de+3d4+umn8IlPXIjzzjsLjzzyX/bf L158NG6++Ts46aST8YMffB+PPvowtm7dgnXrvodvfvNW/L//9z2Mj4/j+uu/jhUrvoz162/Dscce h127duH97/8AzjnnPBx55GIUCgV87GMX4ytfuQabNr2Kc845HzfeeAuuvPLz+MlP7mp4jIccchhO PfUvsHbt/636/Le+dSOWLj0b3/rWelx++Wdx7bWr8Sd/cjw2bHgahUIBzz77DObNOwixWAzf+963 cdNN67Bu3XexY8d2/Pd//8b+Pn/5lxejt7cPn/vcF/B//s8Hce+9/w4A+OlP78EHPnBG0+e4YaaM iIgioqhDGAZQKgFx3rqJiPZXE1d/rWFWayZs3vw6uru77czSc89txOc+dzne+c5jAQDvetcfAgDe 9raj8etfP4jh4dl4/vnn8OlPfxwAUCqV8OabW7F79y4sXLgIAPChD30YAPDrXz9Y9bPmz18IABga moXbbvsufvrTfwUgUCqVPI/zox/9GC655GL85jeP2J979dVX8fa3m6WRhx56OLZv34ZYLIYTT/wz PPjgL7Fhw//g9NM/iM2bX8fo6G587nOXAQDy+Ty2bNlS9+e84x3vwo03fgO7d+/Cb3/7G3ziE5d6 HpsXZsqIiDqAKOnmHyYn23sgRES033nppRdwww1r7AEbBx88H9lsFppmlgk+/7w59OPpp5/CokVv wYIFC/GOdxyLm2/+Dr75zVtx0kl/jnnz5mHWrFl4/fXXAAA//OE/4MEHH4CmaTAMZ4cuIQQA4O// /laceupf4EtfWm0Hf15isRhWrry6aujHwoUL8fTTvwcAvPDC8xgcHAIAfOADZ+DnP/8ZNm78H/zh H/4RDjhgHmbPnoMbb7wFN9/8HSxdejaOOmpx1fdXO4kJIfC+970fN954A4477o8Rb8FiKZdbiYg6 gW4GZaI4BYlsmw+GiIj2J+9970l49dVX8PGPfwxdXRkYhsSnPnU5slnz/ehnP/t33Hnn7Uin0/jS l76K3t4+/P73j+NTn/orFAp5LFnyp+jq6sby5SuwZs1XoWkahoaG8JGPnIdEIoFbbrnJzqApf/qn f4abbroBP/jB9zF79hyMjo76Otb58xfiIx85D3fddTsA4NJLr8B1130N//iPP0SpVMIXv/glAMCB B84DAJxwwonQNA0DAwM4++zz8elPfxzlchkHHHAgTjrp5KrvvXDhInz1q1/CqlWrcdppp+NDH/oL 3HZba2Zt+No8uhW4gR9FFTeYpCgbHu7ByPYxDM/pAwDsfPp5GHMPaPNREfHeSdHG63Pv+fSnP47l y1dgwYKF7T6UvWpkZDu+9rUv46ab1vn+N01tHk1ERG1mZckAsHyRiIiozX71q/vx2c9+piW9ZArL F4mIoq4iKBPFYhsPhIiIqNrNN3+n3Yew15144p/hxBP/rKXfk5kyIqKIs4d8ABBTzJQRERHtaxiU ERFFnV4xBph7lREREe1zGJQRWcS2bRg48d1IPPhAuw+FqEpVpozli0RE/hgG+s46HenvfrvdR0Lk iUEZkSW+cQPiGzcg8ejD7T4Uomoc9EFEFJgY3Y3kfz2I5H3/2e5DIfLEoIzIorIRguVhFDUc9EFE FJxV+i0KhTYfCJE3BmVEStF68C0yKKNoEaWKnjJen0REvgjdXMQSkwzKKPoYlBFZ7EzZJB96KWIq M2UsXyQi8se6dzJTRp2AQRmRom7eHDlOEcNBH0REwakqAwZl1AkYlBEpKhvBnjKKmspBH7w+iYj8 UYtYDMqoAzAoI7IInYM+KJoqe8p4fRIR+eO0JbAChqKPQRmRohqCWb5IUVM1fZFBGRGRL1amTBTy bT4QIm8MyogsguWLFFXcp4yIKDC7p6xYBMrlNh8NUWMMyogUtZ8JgzKKGA76ICIKoXJBi31lFHEM yogsaj8TZsoocnTuU0ZEFJT9vg5OYKToY1BGpHAkPkVUVaaM++gREflTsaDFDaQp6hiUEVmc6Yss D6OI4aAPov2TlO0+gs5Wee9kpowijkEZkWIP+mCmjCKmsi+CQRnRfiH72cvRd/YH230YHa2qfJGZ Moq4eLsPgCgySixfpGgSOssXifY3icceQWzz5nYfRmerXNDKMyijaGOmjMgiitw8miKKmTKi/Y4o FPh6b1L1ghaDMoo2BmVESqlinzLW8VOEVA36YM8j0X5BFArmPluG0e5D6VzsKaMOwqCMyGIP+jAM oFTy+GqivahyghjLa4n2DyqI4N6EoVVPrmVQRtHGoIxIqWwI5oMvRUjlgwXLmYj2A1JCFPIAOHG1 KUVmyqhzMCgjsojKDXpZIkZRorN8kWi/outm1QZQFVhQQJULWgzKKOIYlBEpzJRRVFU+WPDaJNrn qSwZwExZM0RF6SczZRR1DMqILJVTmjDJB1+KjsosrmB/SWtxqA9FkKh8D+JE4PDYU0YdpOE+Zbqu Y8WKFdiyZQuKxSIuueQSHHLIIfjCF74AIQQOPfRQfPnLX4amMbajfQAffCmqqsY6c8GgVcT27Rj4 s+MxcfXXMHXWR9p9OESOfEWmTGf5YlhVC1rMlFHENYym7rnnHvT39+P222/H+vXrsXr1aqxZswZX XHEFbr/9dkgpcf/99++tYyWaWSxfpIhSgz6kEJzE1kLxF/8XsW1vIv7k79t9KERVqgIIZsrCq3hf BzNlFHENM2WnnnoqTjnlFPvjWCyGZ555BscddxwAYMmSJXj44Ydx8skne/6g4eGeJg+VaOaY16ez F8xAJgbwmqWIyMQFAEBksxDFKd5PWyVuvua7YhJdPKeh8FqcIRlnzXywO873o5C6rHsnAHTJEl/n FGkNg7Lu7m4AQC6Xw2WXXYYrrrgC1113HYQQ9t+Pj4/7+kEjI/6+jmhvGx7uwcjIOPrzk0hYnxt9 cxd0XrMUAcPDPSiM55EBUO7OIvbmVoxsHwOE8Py31FjqjRH0AijsySHH13tg6t5JrZd4Ywf6rT+P bh/l+1EIw8M9KIxNIGN9PLl7DOM8j9RmjRayPJvBtm7digsuuABnnHEGTj/99Kr+sYmJCfT29rbm KInarLJun9OuKErUtSmthTKwx6QlxMSE+TvLwyhiqoZS8PoMrep9nT1lFHENg7IdO3bgoosuwvLl y7F06VIAwJFHHonHHnsMAPDQQw/h2GOPnfmjJNobKseOT/JNkCJE9ZR1ZwFw0aBVRN4MyhjkUuTk nQCCr/cmVAVl+QZfSNR+DYOyW2+9FWNjY7jllluwbNkyLFu2DFdccQXWrl2Ls88+G7quV/WcEXWy qv1MOOiDIkRNEJNZMyjjokFrMFNGUVUVQHDz6PC41Q11kIY9ZStXrsTKlSunff6HP/zhjB0QUduU nNG5nHBHkVKqLl8UxSlwd63m2UEZMxEUMZVbX/D6DE8wU0YdhBuMEVmqMmVcUaMoqe0pY2anNSZy 5u9chKGIqQog+HoPTy1oJZN8X6fIY1BGpFT0lLF8kaLEKV80pzax3K41WL5IUVU5lIKbR4enFltl by9EnoM+KNoYlBEpOssXKaLUam9XFwCWM7WKCsqqNpglioLK6Yt8vYdXqljQ4ubRFHEMyogsQmf5 IkWT0HXIWAxIWzvucNBHSwirfFFMMSijaKnM6vD6DE8Ui5CaBtmd5Uh8ijwGZUSKevAFy5koYvQi kEhAJpMAmClrFTtTxvNJEVO1TxkzueGVdPPemclUn1OiCGJQRgQA5TKEYdg9O2BPGUWI0EuQ8QRk Om1+gkFESzjTF/nQS9FS1VPGRcLw9BJkImkGZbpePWWZKGIYlBEBznQ7ax8olotQpJR0IBEHVKaM 5YstITh9kaKqMijj9Rma0ItAIg6ZMUu/mS2jKGNQRgRAlGqDMmbKKEJ0HYgnIJMpACxfbBXuU0ZR VRU8MCgLT9etTJk5JAmcwEgRxqCMCLDf9FRQxvJFihJRKkEmEoAqX2Q5U0s4I/H50EvRUlW+yEWD 0IRu9pSpeyczZRRlDMqIAHscvuxW+0DxIY0ixM6UWeWLDMqaJ2VF+SLPJ0WLyFdsHs1MWXi6DsQr yhc5gZEijEEZEaaXLzJTRlEidB0yEYdMmeWLDCJaoFCAkBKAmYmEYbT5gIgclduysKcsPFHSIZNJ yDR7yij6GJQRAdPKF5mJoEgp6eaQDysoYya3efY4fIUPvhQlhTykEOafuQgTXtGqMuhipoyij0EZ EayVcgAylYaMx7l5NEWLGomvBn0wk9s0u3RRfcwHX4oQMTkJ2dtn/rmot/loOpfKlMHKlIFBGUUY gzIiwFklT8QhU2mumlOkCDUSn+WLLTMtU8bsI0WIKOQh+/rND/h6D69YZE8ZdQwGZUSo6ClLJIF0 ipkIihY16EOVL3KfsqbVBmXMlFGUiEIBRp+VKeOCQThS2pNr7Z6yQt7jHxG1D4MyIsDePBoJs0SM 5YsUGYYBYRjmg0WSmbJWqS1fZHacIsMwzPLFbNbsK9N5bYZitSUgkazYPJrv7RRdDMqIYO1lAkCq EjE+oFFUqAWDeJyDPlpoeqaM55QiQgUOmQyQSjGLG1ZlW0JG9ZQxU0bRxaCMCKjIlCUh02mWL1J0 2AsGFeWLvD6bpjJlRrc1cZUPvhQRqu9JZrogE0kuwoRVce+E3VPGeydFF4MyIgDCKg+RdvkiH9Ao IuxMWYKDPlpIbc4rBwfNT3AbDIoItZeWTKeBVJLli2FVLbayp4yij0EZEQDoTu25Wb7IBzSKiMp+ R5YvtowqXzT6B8yPWb5IEWFnyrq6zEVCLhiEo/YfrShfZE8ZRRmDMiKg4sE3bpYvlkpOkzBRO1X0 O3KfstZR5YtywMqUMSijqChUZMoSCV6bYTFTRh2GQRkRKsoX4wlzo0mA5UwUDXXLF/mQ1iw7Uzao MmV8vVM02HtpZbogUyn7/YkCKla0JahBH8yUUYQxKCMCnAffZBJIpQEwG0ERUdmsHotBxuMsZ2oB FZTZmTKWhFJEqGyOzGTM7DivzXAqF7QyzJRR9DEoIwLMckUAMh6HTFslYsxGUBRUPlgAQDLFLG4L 2NMXraCMmTKKCtX3JNMZIJngtRmWWtBKOpkyTl+kKGNQRgQ45WDJJKSVKWOZA0VC5R56AGQqyYe0 FhB5lSkzyxft4JeozaZlyopFQMo2H1UHUu/r8QR7yqgjMCjbR2S++XdI/ue97T6MjiVK1oNvPGFm IgCWiFE01GTKZCrNCWItYPeUqUwZX+8UFSpT1tUFJFMQUnLwVBhVbQkpSCG42EqRxqBsHyBGdyP7 tauRWXdzuw+lcxUrxo7b5Yt8SKMIUKu9iYryRZbWNk1M5CDTachMl/kxX+8UEWoPPaTTkEnrdc9F g+DUoI94HBACyGScISpEEcSgbB8Qe20TAO6/0ZSSU3sOli9SlLB8cUaIiQnI7m5zc16AwxQoMux9 yjJdTuUGJzAGV7HHI2CWg6qNuYmiiEHZPkDbZAZlXEkLT1SUiKmR+CxnokioU76ISV6bzTKDsixk wnq986GXIkIFDjKdhrQWDTh4KgR7Qcs8hzLNTBlFG4OyfYCdKeMI9/D0ikEfaStTxmwERUHlSHwA YKasJcREzuzZUXu/cRGGIqIqU5bgvpmh2aXfVpUByxcp4hiU7QNir70KgJmdZgjdGYmvHtIEsxEU BbWZsmTKXDXnNLamqPJFOzPOTARFReX0xRTLF0OrkykDg7LWYYtHyzEo2wdoVqaML5Am6M4wBWlP X+T5pAiw+yLM1V5mdlqgWIQoFiG7ss75ZPaRIsLuD89knAE/7HkMrnZIUibDkfgtkvjlLzDrrfMQ f/y/230o+xRfQdlTTz2FZcuWAQCeeeYZnHDCCVi2bBmWLVuGn/3sZzN6gOTNKV/kQ0VYomJFzS5f 5PmkKNArtmsAnJVzBhGh2XuUdXdXLMLwoZeiQU1ftPcpA1/vodSUfst0BqJc5p6ELRD/3+chdB2x F19o96HsU+JeX7B+/Xrcc889yFi7oW/cuBEXXnghLrroohk/OPJBSsRefw0AMztNscoXkUg45YsM yigKKvfaAZzNzRlEhKb2KJPd3U6vHsvDKCJUpkymMxWZXAYSgdVOX+xyNpCWib52HdU+QS0csEev tTyDsvnz52Pt2rX4/Oc/DwDYsGEDXnnlFdx///1YsGABVqxYgWw26/mDhod7mj9amm7rVrtsUUxO YnhW1tyPgwLJxMz+nME5/cCb/QCAngTQw+uW2s16sOgZ7DGvx95uAMCsbBzg9RnODvO39KwBpA8c AgBkhIEMz2dgfG+fAWVzgWDW/NlAv/l8NdAV4+s9KKt8sXeo1zx3feb5m9XNe2fTRBkA0BMz+JzU Qp5B2SmnnILNmzfbHx999NH48Ic/jMWLF2PdunX41re+hauuusrzB42MjDd3pFRX/IlnMFDx8ciW nc7KGvkyPNyDyfE80gB2jhcRnzLQByC3Yw8KvG6pzYatoGysUMLUyDiyUkMGwK6tO1HODDT+x1RX /PVtGACQ15LIj+uYBWBqbAJjfL0HMjzcw/f2GdC3ZxxJACPjOjIlIAtgdPtu6DzXgah75558CcWR cfRoCfN9/vXtMGLd7T24Dte9cxRdACZ2jCLP6zKQRgtZgQd9nHzyyVi8eLH9540bN4Y/Mmqamryo sIQxpIq+HVUexhp+ioRpI/GtRRdOBw2tsnzR3jyar3eKCDFZMHubNc3ZPJrli8HZpd+qp8x6b+dQ tKbZZYssX2ypwEHZxRdfjKeffhoA8Oijj+Koo45q+UGRf2rIh9HTa36CD2qhiIqbtx2UsaeMoqDO SHyAiwbNcIKyis2jORKfIkIUCpBWH7+0AgouGoRgvabtIUmZLgDgBMYWUPdQnsvW8ixfrHX11Vdj 9erVSCQSmDVrFlavXj0Tx0U+qXH45UMPhfbE4xBTk+DuRSGUKhqC1co5V9MoClxH4jOICEtM5ACo TJkapMDzSdEg8gU7gHAyZbw+A6sdkmQFusyUNU9lykSembJW8hWUHXTQQbjrrrsAAEcddRTuuOOO GT0o8k9lysqHHIbEE48zuxOSqFhRY/kiRYrbSHyWKodmjxzv7gY0DTIe572TomOyAGkNUOPm5k2Y likzgzIwu9M0lSETkwzKWombR3e42GubUJ57AIw+a7wrV4DCKTkj8SU356UoqR3rzPLFpjmZMmty cDLFTBlFhigUADtTZlVu8P0ouNoqA5UpK/A5qVl2pow9ZS3FoKyTlUrQtmyGMX8BYPdB8WYThtB1 SE0DYjFnnzIGuBQFNZkyu7yW5YuhVQ36ACBTSQa5FBn2oA9ULMJwH73g7CFJVvli2tmnjJpkD/rg uWwlBmUdTNuyGaJcRnn+goqSJj5YhKIXp23Oy3NJkVCz2iu5ANO0aUFZIslMGUWDrpuLhF1WpoyL MOGp13SiunyRC67NE3k16IOZslZiUNbB7H6y+QvsVTWWL4akl6b17HDaFUVCbfkiB1M0bVr5YirF nh2KBNWjY09ftKeD8v0osGkj8ZkpaxW7fJE9ZS3FoKyD2UHZgoVOyR2zO6EIvThtup3g9gIUBbXl i6rxn6/10KZlypJJnk+KBqvfSQUQ9nRQli8GVzPoA11q0AcXr5tlD/pgpqylGJR1MM3aONqYv4Al Tc3SdXtFEvE4pKbxXFI0TMuU8bXerMp9ygBw0AdFhp3FsfcpU4swvD4Dq713MlPWMs5IfJ7LVmJQ 1sFim1i+2CqiVLJv3BACSKdZvkjRYGfKVCaXPSbNqtqnDFamjJkIigDV76QCCHuxkO9HwdUO+mBP WWsYhpMhY6aspRiUdbDYa5sg43EYB85j+WKzikUnKIPZt8NzSZHATFnLiYkJyIpJq0gmOXKcIkFl cew9tdR7e1Fv1yF1LnvQhzUkiZmy1qgIxFi+2FoMyjqY9tomGPMOAmIxPqg1SZR0yMqgLJli1pGi oXaCWJKDPpolJibM0kUhAFiLMOUyUC63+chof6cecmWXypRZ70vMlAXnkiljdqc5lYEYB320FoOy TlUoILZ9G8rzF5ofp60HNQ6nCKeoA3EnKEMqzWlsFA0u+5QxkxuemMjZpYsAuEEvRYd64K0Z9MHX ewg1C1r25tEMJJpSmWkUuu5Uc1DTGJR1qNjrrwEAygsWAGBJU7NESbcbqgFAplM8lxQN3Kes5cxM mROU2Rv0MhtBbWZnyuxBH2rzaD74BqbOmdWPa/eUMVPWlNrzxyC3dRiUdahYxeRFANw8ulm6bt+4 AVW+yHNJEeCSKWP5Ynh2+aLFXpBh3w61mdNTZm0enWT5Ymi61ZagypTTDMpaQW0cbcvzfLYKg7IO pVVMXgRgTgsEAK6eByclhF7dU4YUM2UUEbWDPpJcgGmKYUDkJ+qWLzJTRu3mTF8039P5em9CzQAv JJPmdjcMyprCTNnMYVDWoeyNo+fXlC8yuxNcqWT+nqgsX0yb5SKG0aaDIrLUluCk1AIMX+uhWPvq VJUvpli+SNEwPVNmvS+xfDE4XXcqDABru5sMh3g1q2Z6JYPc1mFQ1qFim14FAHvQh1O+yJtNYDVj cwGw8Z+iQ9fNPcqsEhx70AcDiFCcjaPrDfpgSSi1WcF6D89Yiy+aBhmPM1MWhq475Z8W2ZXhSPwm CatcUVUX8Xy2DoOyDqW9tgmyqwtyeNj8BMsXw1M9O5WDPjhMgaJC16v30GM5U1OcjaOn95RxA2lq t2mZMgBIpthDGkaxWJ0pg9lXxs2jm6OuUWNwyPqYmbJWYVDWoWJvbkX5gAOr9tkBWL4Yil0eVvHg q7YY4Mo5tZuu2/vsAHA2PGZQFoqdKeuqeegFeE6p7WqnLwKATCW5YBCGrjtZcIvMMFPWLKFKwK2g DOwpaxkGZR1K5POQ2R77Y2Z2mmCtQMqq8kWWg1JE6Hp1aa2mQSYSzJSF5JQv1smUMRtBbaaGJqhJ gYC1+TFf78EVi2bpdwWZzjglohSKnSkbsjJlnL7YMgzKOpGUQCFftZLG1fMm2NPt6pUv8nxSm9U2 q8MqYWQAEYrIq/LFip4y3j8pKupkypBKccEgjJrSbwCAypRJ2Z5j2gfY2dyBQetjZh5bhUFZJ5qa gpDS3p0egLl6nkyyVjoMO1NWr3yRD2nUZvUeLLi5eWj1Bn1wg16KCvsBt6K8ViaTXIQJo7b0G1ZP mWFwmmUzrKCMPWWtx6CsA9VtBIaV3WEQEVzNPlAAAJaDUlTUbGwOmEEEs7jh1C9f5Aa9FA21+5QB AJJJTlsNo1isLv2GOX0RYHanGdPKF9lT1jIMyjpQvUZgANzwOCw1fbFqwp3VY8IHX2q32o3NAbPc jtdmKPVH4nOiJUWDPW48U5kpS0EUmdkJTNer2hIAJ9hlVVF49qAPKygDM2Utw6CsA9mZsq6aTFk6 zYeKMFRhKwxIAAAgAElEQVRZSGXfjlql5I2b2k3Xq69NmNNWuXIejgrKUFW+yEEfFA1isgCpadWV G4kEs7hBlcuAYUxb0LKD3TwzZWGpoMxgT1nLMSjrRPn6mTKZSjGICEOVL9bbp4wPadRudTJlMpni dg0hOYM+nPJFDvqgyCgUzMBBbRYPaxGmVAIMo40H1mHsrW6qyxfBTFnTRG1PGacvtgyDsg6kVilQ 01OGFDNloajyxYqbt1O+yBs3tVntSHyApcpNqDvoI8HNoykaRCFfPcQLcBYMuUjomyhZ7+vT9ikz n5uY3QnPrtaaNcv6mEFZqzAo60DOoI+aTBknsoWj3ugqb94sX6SocCtf5Mp5KHV7ylLWa5/ZR2oz MTk5/b3dLq/loqtv9doSUNFTxkAiNJHPQwoBo6/f/JiDPlqGQVkHsgd91PaUpdJmSp77bwRjZ8oq Bn1Y5UwsX6S2KpcBKacP+lALCMyMByYmppcv2iPx+dBLbSZq9yAF7EE0XDQIQC8BqJMps56bGEg0 oVAAMl1Ofx4D3JZhUNaB3Ebi230RDCSCUeerokRM2j0mzJRRG7n0RUhu2RBa/UyZuncyKKP2EoUC ZNolU8byWt/sc+XSUwb2QYUmCnlzawFuL9ByDMo6kNtIfDstzwe1YOyR+BUraipTNsmHNGofuy+i dtBHiivnYdlBWaZmc16AY8epvaS0shD1gzJmxgOot/8oKnrKmCkLTVjDaNTiAUtBW4dBWSdqtHk0 ADCQCKbOzZuZCIoEO1NWv3yR5XbBiYmcWcIUi9mfsxdkeD6pnaamIKR0LV9kOb1/omSVL7rtU8ZA IjQzU9YFxOOQySTPZQsxKOtA9vjRrumbRwMMJAKz3uiqshEsZ6IoKLpkyuysOK/PoMTEBGRXd/Un 7XsnH3qpfVT2Zlr5YorTFwOr05YAMFPWCiLv9D3KdIZBWQsxKOtAbj1lTnaHD2qB1M2UsXyR2k+V L07ri2A5U2hiYqK6nwycbkfR4AzxqllwTfD6DMop/a4d9GGdWwYS4RiGXb4IWG007ClrGV9B2VNP PYVly5YBADZt2oRzzz0X5513Hr785S/D4Ejmvc69p8zK7nCMezD2ihrLFyli3PoiksyKh2UGZdnq TzIz3hSxcycy3/omYJWMUTjuC64qKGOmzDeXeyfYB9Uc9Xypnj8zzJS1kmdQtn79eqxcuRJT1ors mjVrcMUVV+D222+HlBL333//jB8kVRP56Y3qAAAGEuHUG/SR5iRLaj+nL6K2fJE9JqFIafaU1WbK Ehz00Yz0HT9C9isrkbzvP9t9KJ2tYL13qwmBSpLvR0EJ+329tnyRQVkznGyueQ+VmS6WgraQZ1A2 f/58rF271v74mWeewXHHHQcAWLJkCR555JGZOzqqyzVTZvdFcLU3EHtFrWIkvspEMOtI7eQyEt/Z t4iv9UCKRYhSaVpQZm8ezUxZKGLPKABA27K5zUfS2VwzZSxfDM5+X68d9MEx7s1wrlGrp6yLmbJW int9wSmnnILNm50brZQSQggAQHd3N8bHx339oOHhnpCHSNMY5s1maP4coPK8DvUBAPrTWvXnqTFr 9bFvVp9z3uQsAEAaZaR5LqldNpsPFJnebmT4Wm/eTvO1nhzsr35P6jXPc0qW+V4V0PBwD2CY57Un txs9PH/hpc118q6hPnRVvd57AQB96Rhf7351mY+33f1ZdFees4k5AIBMuVh9TyV/dpjP/+nBPvPZ qCcLTE1heLB6oi2F4xmU1dI0J7k2MTGB3t5eX/9uZMRf8EbeekfHkAIwMlEGKs5rpgRkAezZthtF nm/fhq0VtdF8Cbp13kROxywAU+MTGOO5pDaJbx/FAIC8LjFR+VrXpfla3z7K13oA2utvYgjAZCyJ 8crzJiWGARRzeezh+fRteLgHIyPjyO7YjQyAwsubkOP5Cy25dQf6AOSMGAoV5zE9ZaAHwNiOPZji +fUluWPMPJdTRtW5FFMw39t3jvK9PYT4lhHzPQlxTIyMozeeNJ9HX9sOZLNe/5zQOEkVePrikUce icceewwA8NBDD+HYY48Nf2QUip0qnla+yJ6yUNRI/Iq9oFi+SJGgW4MT3AZ9sJwpEJHLAQBk7cOD EOZ+O+zZCUVtyB17c2ubj6TDuU1fTLFcOTBVvpisuXdaQ37UvYCCmTYh1N5igM9KrRA4KLvqqquw du1anH322dB1HaeccspMHBc1IAp5s3+sJlWs9i7i9MWA6t28OXKcIsAZ61zzYMH+0VBEzlwZl9np K5UykeQghZDUedW2bWvzkXQ2e8G1dp+yJKcvBiX06YutAIBUCjKRgJhgUBZK3uopswd9sEevlXyV Lx500EG46667AACLFi3CD3/4wxk9KGpM5AvThnwAqNgAlQ9qgagpTZU3byEg02lmHam93MY6c+U8 FJXRmZYpA4BUkpnHkNR51bYxU9YM1yFeapFQZ1Dmm73Ympz2V7K7m0FZSMIKylCxeTTAaZatws2j O5Ao5KePw0dF+SIfLIKps08ZYJaIiSm+CVL72JmyOMsXW8EuX6ydvgj1euf5DMMOynbuZLaxCXZQ VpMpg70vIc+tX/ZI/NrJtTAz5eqapWBqJ4QyU9ZaDMo6UcEtU2atCE3ywSIQl9pzpFIAM2XUTi49 ZfY+egwiAmlUvohkigFFSJVZB207SxjDUvs9uWXKuAgTgFuVAaxMWY5DPsKozeaq3jJmylqDQVkH Evm83VxZiYM+QqpXvghY5Yt8E6Q2KrlsgJpkqXIYdvli3UxZgj07IVVmHTQO+wjPfuCteX9XJXi8 Pn1z+nHrlC9ms8yUhWRnyqyeMvtZlEFZSzAo60Bm+eL0TJkTlPFBLRD1RldTey6TSZ5Laithbx7t Ur7I6zMQldGp21PGTFlolZPstDffbOORdDZnsnK66vNOuTKvT9+KDTJlXVnzXPJ8BjYtU2YNmGOm rDUYlHUaXYcolZxVikqqpInTF4NxyZQhlWZ5GLWXWwkOyxdDUcGD0V1n+iIHfYRjGBD5ikzZNgZl YQm3TFmK04ADU5my2rYEOIsyHPYRQr62p8waic+espZgUNZhnNRxo0wZg7JA7EEfNSVi6RTPJbWV KJk9ZbXN6hz0EY6dKatTvohkynzolXIvH1WHKxQgpIRh7f/EoCw8Z4hCTU+ZVYInOH3RN7cqA8B5 /XOvsuDs4Mt6BnUGfTBT1goMyjqM28hcwNm7iKtpAen1a89lyuop40MatYvrSHyunIfhunk0rOmL UgLl8t4+rI6menPKbz0EADeQbobagHfa9MUUe8oC0+tPVQYqM2XsKwtK5KuzuXZWd5JBWSswKOs0 NanjKmlmykJxe/BlczW1m+vm0ewfDUOzg7I65YuqzInnNBCVfSy/5S0AmClrilUGOn36InvKghLW 5NraeycASCurywmMwTnVWtYzqJq+mGdQ1goMyjqM0wjsnikTHIkfjHqjqy0RY5BLbaYeLFwHffAh LRDP8kWwJDQou09veDaMnl4O+miCNj4OqWlA7fVpLxDy2vSNmbIZMX3QB/cpayUGZR2mduO+Smr1 nHtrBaTr5mqaEFWfts8ng1xqFzuLW7MBqj3og6/1IEQuZz701l3UUntBMdANwtlmIAtj7lxo21i+ GJYYH4Ps6Z3+XqT2KePm0b4Jl7YEgD1lzRB2Nrd282hmylqBQVmHadRThhTHZIdSLNZdTQM37KQ2 s/fa4Uj8lhC5nFm6WPPQC8DOlLF8MRiRd/r0jDlzoe3axXMYkhgbg+ztnfZ5O7DgoA//VJVB3UyZ Wb7M6YshqODLqiSypy+yp6wlGJR1mNpViiqxGGQiYTcLk0+6Xn81jeWL1G7sd2wpMZGrX7qIimwE H3wDqdyQ25gzFwCgbd/WzkPqWGJ8vG6/o7PgymvTL/U6rp1cCzBT1gxRKJj9ZNbClp0gYKasJRiU dZiGmTJYJXdcpQxG16eXhwH2GyHLF6ldhNseekJAplJcnQxITOTqbxwNOIEuH3wDsSdadmdhzD0A AKBxAmNwhmGWL9bJlCEehxSCVRtBqAWtZJ0FV/aUhSYKeWfIB2CXgrOnrDUYlHUaFZS5rPaCe2sF VyxOf+gF94KiCHDrKQMge3ohxsb28gF1NrN8sX5Qxtd7OJXDU4w5cwAA2jZmyoISEzlzv7d6QZkQ ZnDBLK5/bgtaqJi+OMHpi0GJfL6qUos9Za3FoKzDCGskfr1GdcDaW4uZnWB0vf5qWpp9O9RmJZfy RQBGXx+0PXv28gF1sFIJYnLSfiCbxt7nkQ++QVSVL6pMGYd9BKYWWGRPnaAM1j56vDZ9E40WtJgp C00U8lWVWnZPWYHJgFZgUNZhvMsXU5zIFlSxWLfuHPb0RZ5Pag/X8kUAsq8PYmwPNzf3yc7ouGbK 2FMWhhOU9dhBWYxj8QOzg7J6mTLA3ECaWVz/Sg3KF9lTFpooFKpnGiQSkPE4yxdbhEFZh2k0Eh8A kEqzfDEot0yZ2qCXb4TULqUGE8T6+s3x7Vw08KVydHs9kntBhVJZvliercoXGZQFJcbNUjrXTFki ye0aAlDnqu6CFqcvhiOlWb7YVf38KdMZDvpoEQZlHcYzU5ZOsdwuKF2vf+NOqcZ/ns9mJB64Hz2X ftwJMMg3J1M2PZNr9PUBALQxljD6UTmQoq4kJ9yF4ZzXiumLHPQRmDZuvo7r9pQB5sIhgzL/Gi1o MVMWjloArH3+zGSYKWsRBmWdxiNTJlNp84XDkib/ikWX6YtWpoyZiKZkfvAPSP/THYj97/PtPpTO 4zYSH4Ds7QcACPaV+SJyVibCq3yRmbJAqjKQ3d0wevuYKQvBs6csleK1GYAoFgFNA2KxaX8nu6yg jD1lgaiZBrXPnzLTxUEfLcKgrMN4ZcqQSkFI6TzMkTddBxrtU8abTVO0Nzabv+/e1eYj6UDWaq9b TxkAiD2je/WQOpUdPLiNxFeDPpiNCKSyfBEAjLlzGZSF4NlTlkgCRb6v+1bS6y5mAQA0DbKrm5my gJz2mernT9mV4fYsLcKgrMOozaPR5ZIp44bHwZTLgGFA1stE9FuZiFE+9DZD27IFACB2MSgLqtEE MZYvBuNVvqjuAezbCUZMTEAKYb8nGXPmQtu1i2XfAdk9ZS5BmUwlmSkLQi/V7RVXjGyWPWUBOUmB 2p6yNBevW4RBWYfxtXk0wA2P/WpQHmb0DwAAtNHde/OI9i3FIrTt5p5F2q6dbT6YDtRoglivypQx KPPDq3zRGYnPe2cQYmLCDHSFAACnr4zZskCE1VPWeCT+FFsTfBJ60T1TBjOzy/LFYOxMWe2gD1W+ aBjtOKx9CoOyDiPyVlDW5bJ5dEo1qzNT5oewHnrrZsoGBs2vYVAWmrb1DbOcFixfDMNrJD7AoMwv r/JFbh4djsiN26WLACr2KmNQFoRmlS8aLkGZXWLPgUn+uExVVmS2h+WLQdnPn9MHfQDgJOAWYFDW YUQhb05ic1kBYvliQKpUqc5Dr50p282gLKzYls32n8VOZsoCazBBTJUvCpYv+lI5JbAuNW2V5YuB mJmyiqBsjjUWn3uVBeLVU8ZpwMGIUsk7U5afYHYnALt9ps6gDwDsK2sBBmWdpnbjvhpSleCwfNEf 3RqkUK88zO4pY1AWllYRlDFTFpzQdbMsrN4EMat8UWOmzBenfLGn7t87mTIGZUHY5YsWJ1PGsfhB iHEfgz7ATK5vRY/yxWzWrOLIc5S7X27tM+pj9pU1j0FZhxGFvPvkRcAZ485MmS+qfBF19oFCPG6O d2amLLSqTBl7yoJrMEFM9nEkfhCe5YsJZsoCMwyI/ETVOS3PMYOy2LZt7TqqjmQP+nBbNLAyZYKT lX0RJY/yRWshgX1l/jk9ZdXVBgzKWodBWYcRhcL0jfsqSLunjKtpvqgHMLcH3/4BZsqaoCYvAsyU haK7l+AYvSxfDKJ2dPs06qGX907/CgUIKV3KF5kpC0KMjZkPu/UWCAF7c3OWL/pUbDASH87ijDYx vreOqON5Z8qYdWwWg7IOIwr5aZNvqqTV9EVmyvwQah+oOvuUAYAxMMDpi01Qe5QZ3Vlo7CkLTOiN MmVW+SKvT1/8ly/yodc3ld2pLF9U0xcZlAWije2B4Va6iMrNzZnJ9cM7U8YNpINSPWXTWmjUxwU+ dzaLQVmHEYVCw/JFaZcv8sHCFztTVn91Uvb3m7vYM8gNJbZ5M4xsD4z58yFYBhpcow1Q02nIVIqZ Mp/s8kXXTJnaPJrlYb7VG57S1QWjr9/eCoP8EeNj7v1kgBNgMCjzp8GCFuBkyjiB0T9mymYeg7JO Ui5DTE76GvTBnjJ/nJH47pkyAND2cAPpMLQ3tsA46CAYg0PmOeQ450AaZcoAc9gHe8r8sacvumwn 4mwezQUt31wmWhpz5jBTFoSUEOPjrnuUAczkBiKl972zS/WUMSjzTQVdtfuUpdlT1ioMyjqJx8bR AFi+GFSDzaMBs6cMALM8IYjcOLQ9ozAOnOfs+cbzGIzHWGejvx8aM2W+iFwORncW0Fze9uxMGR96 fVNBWc3wFGPOAeaAJL4P+TM5CaHrkD31S2sBOJmyKWbKPKnFv4b7lDFTFpSzT27tSHxmylqFQVkH sVPHbhtHg4M+grI353UpX7QzZezbCUwN+SjPOxjG4JD5OU5gDMZvpszaoJvciYmce+kiKnp2+NDr n50pqwnK5lp9ZSxh9EXtUaaG99RjX586r09PHgO8APaUheGUL9YPyrgI0zyXMT/ezjzzTPRYqzoH HXQQ1qxZ07KDovrsVQhfPWV8cfhiZ8rqr6jJfivDs4uTA4PStrwOADDmzbNv1truXSi386A6jGjU UwZz2IfQdTOL3mgAEEHkcq7j8AGnPIyZsgDsQR+15Ytq2MebMOYv2OuH1Wk0rz3KULEHKa9PT/ZW Nw17ysznVzUAiLw5gz5qesqs9x7BPd+aFioom7KyMD/4wQ9aejDUmFuTZZU0N48OQq06Srex48yU hRZTmbID59nnT3ACYzANRuIDgKEmMI7tgcGgrCEtl0PJ2ti4Lnu6HQd9+OaWKRueDQDQRrbv9UPq RGpYT6OeMmfzaF6fnnQf5YvMlAXmlilTbTPsKWteqPLF5557DoVCARdddBEuuOACPPnkk60+LqrD 3riv4aAPZsoCUTdv10wZe8rCsjNlBx0Mw+op415lwQi96FG+yA2kfVGbHDcoX7TPMzMR/rkFZbMZ lAVhbxzdMFOmpi/y+vRil3hy+mJLOZtH15YvdlX9PYUXKlOWTqdx8cUX48Mf/jBeffVV/PVf/zX+ 4z/+A3G3TQ8BDA83aGAlf1ICANA1qx9dbudzrvnw2x2T6OY599ZlXrPZgSyy9c7Xonnm3xcn6v89 udtpPpD1v+1w+9rtmcqhh+fRP6unzPX+ecAwAGBQ0wGeV3fWQ29ysL/xe1EqhaRR4vuVX9YDbd+8 4err77BFAICeiVG+3v0QZvar+4Bh9/ftITMr3pfS+Fr3MmFVDCWT7q/lg81NzruMovvzFFUrmcHu 8MHDgBDO5w+cBQDo1gw+dzYpVFC2aNEiLFiwAEIILFq0CP39/RgZGcEBB7iXhoyMsG63WYmtO9AP ICdjKLicz3ihjAEA+V1jmOA595TasQe9AMYny5isc75iSGEQQGHLNuR4PgPpe/lVJAGMpPoQ19Lm dfn6Vl6XfkmJYWv6otv9MxPPIAtgz6Y3UDyU59WN9uZWDAGYTKYx3uD6G0qmYEwUsJvXqC/DVlC2 W9dQqjhnsUTWvG++8jrvmz6kN29DD4AxLYUpl/OVmiyb71U7x+q+V5Ej9uYuDAIN751aUZj3hJFd De8J5OgfG0e8qws7dlRnF2OTEoMA8jtH+f7uQ6NFv1Dli//8z/+Ma6+9FgCwbds25HI5DA8Phzs6 8k2NI+WgjxZSgz5cas9V2Z1gT1lg2ubXYcwaBtJpTl8MQ4119hj0AbB80Yvai6i2zG6aVBLgdDv/ 3AZ9sHwxEF89ZWrQBycre9N93DvZUxaYyOfrzzTIsKesVUIFZUuXLsX4+DjOPfdcXHnllbjmmmsa li5SaziTb7w3j+aN2x9hPfhKl+tX9ps9Oxp7yoKRErE3tqB80EHmh4NqnzL2lPnmsYcewKDML+HS +1RLJpLcTiQIl82jZf8AZDzOkfg+qZH4DXvK7EEfvD49eSy2ApXTF9lT5pcoFOo+f7KnrHVCRVLJ ZBJ/+7d/2+pjIQ/+pi8yUxaI2s/E7eadTMLozjJTFpDYsQNiagrGgVZQ1tsHGYtB4/RF3/yMdVb7 GnED6caEyybH0ySTzj2BvNnntaYcR9NgDM+GNjLShoPqPH4GfcAe9MHpi178DPpAMgmZSNhZdPIm Cnm76qWSvXl0npmyZnHz6A7iTL7xsXk0R+L7oh58ZbxBNmJggCPxA4q9sRkAUJ5nDkqBEJADg8yU BeGnBIeZMl/8li/KVIqZiCBcMmUAYMyeA21kGzc290Gofcp63HtN1D56vD598DESHzAXaRiU+Sfy HpmySQZlzWJQ1kH8ZMpUTxmYKfOn6CMb0T/AkfgBaZvNoMyYd7D9OWNoiD1lAfjaALXPGonPTFlD fjNlMpkCppgp8y2XgxSibp+zMTwMUShwc14fNKt80ejpc/+iJEfi++Xn3gmYizTsKfNJSqDg0lOW TEJqGnvKWoBBWSdx27ivksqUsS/CH5UpS3pkynLjTp06eVKZMkNlymAOTRGjo0C53K7D6iw+esrs 8sXR0b1xRB3Lf/liwil9Im/j42b2sXI8tsWYbY4c57APb756yri5uX9FH+WLsDJlXDTwZ3ISQsr6 g+aEANIZ+xmVwmNQ1kHsJsquBj1lsZhZJz3JTJkfQj34NipfVBtI88HXN23LFgBAed5B9ufk4BCE lDyPfnHQR8uo1XDP8sVkylzQYsmdP7mc64bcctiawLidQZkXkRszWw/UoK46VPkiM2Xe7EyZV/li dzczZT55tc/IrgwHfbQAg7IOopooG2bKoEpweOP2xUdDsGEFZewr80/bojJlTlBmWBMYNfaV+aIm gzZ8sEilIDMZiDEGuo2o1XDvTJn14MusuD+5nOs5VWPxBTNlnsTYWONx+IB9HxAsr/Xmoy0BAGR3 D0SxyOE+Pni1z8hMF5MBLcCgrIPYKxWNpi8CQDrF6Ys+CashWDbKRgxYmTL2lfkW27IZMh63S5gA M1MGAGIXgzJffGTKALOEkZmyxnz3lKU4djyQXM41+2iXL3IsvicxNgajwZAPwClf5D563oJkygBw 2IcPwqN9RmaYKWsFBmUdxNdIfJjDPjh90acgmTJmeHzTtmyGccCBQCxmf05txM1hH/74blbv6+NI fA9+yxftTBlXzr0ZRsPyRcMuX2RQ5kUbH4PsbTDkA2C/eBA+F7TUIg33KvNm75Pr0j4j0xmOxG8B BmUdxM/m0YA1Fp+ZMl9UT5namLMeJ1PGoMwXXYe27U0YB86r+rTBDaSD8ftgoTJl7INy5bd8UQ38 EQzKvOWtyg23oMwe9MG9yhrSdXNT3kZ7lKFy82hem5783jvtTBn7yjx5tc9kMkAhz/ehJjEo6ySF gjl+2Nog2lU6zfJFv3zsBcWesmC0N7dCGEbVkA/AKV/kBtI++bg2AcDo6zP7z/IsHXFj71Pmt6eM 2QhPXtlHY3gYADNlXpw9yjx6ylIsX/TLHuDluU+ZWTLKCYzenEFzDcoXpWSVQZMYlHUQUSgAma66 44cryVSKJQ4+qfHXMh53/RqpMjwMynxRkxeNmqDMLl9kpsyXIOWLAFjC2IAdQLhMDlOcDXr5YOHF K9CVvX2QqRSDMg/2OHzPnjKWL/rmoy0BYKYsCPW+7db7aG8gzb6ypjAo6yCikHet562SSgOTk0wj ++FjRc3pKWNQ5ofao2xapmzICm7ZU+ZPgPJFgGPxGxG5cbMXt8HiC+AM+mCmzJuTKXMJdIWAMXsO yxc9aFamzPAoX3Q2j+aCgRf/mTL2lPkVe+lFAEB50Vvr/r3MmBVc3EC6OQzKOogoFDz7yQBr0IeU HOvsh+opa7RPmeopY6bMF23z9HH4QOWgD2bK/PCfKes3v55BmSvRYCBFFdW3wxIxT5rKlDU4r8bw sLl5NBcIXTmZMo+gTNMg43Fmcf3wWfqtSm85fdFb7KUXAADlQw6t+/fMlLUGg7IOIgp573H4AGRa lTmwr8yLs6LWoKfMeuhlpswf++a9cFHV52VfP6SmcfqiX357ynpV+SL3KnMjJia8Jy/CGpIEANwL ypNdvtjgvBqz50AUixB7eG26sYMyr+mLgNnzyKDMk/BbvshMmW+xF1+ETKdhHHRw3b+3n00LfO5s BoOyDiLy/jJlSFmDQDgW35ufbEQmYzaxMlPmS/y5jZCJBMpvqSlziMUg+/s5fdGvgD1lzJS5E7mc 3dTfUJL7lPnmVb6IyrH43EDajT3ow6t8EWZ5rZhkeZgnv+WL7CnzR0rEXnrRLF3UXMIGlSnjuWwK g7JOISXgN1OWYqbML1UK0qh8ETD7ypgp88EwEH/+eZQPOaxuMGEMDjFT5pPw21PGoKwxKSEm/JUv OoM+GJR58bP3G/cq8+ZMX/ReNCgfvACxTa8CpdIMH1Vn833vVNMXJzh9sRHtza3QJnKupYuA00Me e/nFvXVY+yQGZZ1iasrsE/NVvmg1XDIo81byWXvePwAxyhIcL9rrr0HkJ1A64oi6fy8HBiF27zY3 nqXGfD5YOOWLDMrqKhQgDMN7HD7gjB0vsh/Xi9/yRQBmXxnVpVnli4ZXTxmA0uK3QUxNIfbiCzN9 WJ2N+5S1lLreSocc4vo1pcVHAwDiz/zPXjmmfRWDsg7hd+NoAAD7InwTxaKZjo/FGn6dMTAAbc8o UC7vpSPrTPHnnwUAlI84su7fG0NDEOUyBAMIT8yUtYbqFzF8lC86G/QyU+ZFy/kZ9MFMmRenp8w7 KAQKLxMAABYeSURBVCsftRgAEN/w9IweU8crcfpiK6mgrPzWBpmyI4+EFALxDQzKmsGgrEOoMaP+ yheZKfOtpHveuAEzUwaADeseYs+ZQVnp8D+o+/dqAqPgBEZvfoOyfjV9kddmPWpjWF/TF1PcPNov X+WLdqaMY/HdiHHr+vQx6MPJRmyY0WPqdKLoN1PG6Yt+2MO73uqeKZPZHpQXvcUMyjhtNTQGZR3C Dso8Nj8FKqcv8sHCk17yvHEDZqYMADQO+2goroKyI+oHZXJwCADYV+aD35H4Rq81HZSZsrrs4MFH +aK0B32wysCTx+bRgDkSH2CmrBExbr5u/WTKSsyU+eMzU2Z0M1PmR/zFxuPwldLio6HtGYW2+fW9 cVj7JAZlHULt/eB782jA3ECaGhJ60VdQZmfKOOyjodhzz0JmMjAWLKz79/ZeZZzA6M3vXjvWwxzL F+vTfAQPijMSn/dOL56bR6MiU8agzJUqX/RVXtvbh/L8hWbfDrMRrvyWfqOLEwP9iL34IoxZw/ae mG7Ki98GACxhbAKDsk6RV+WL/jaPBpgp80X3V77IYMKHchnxF55H6dDDXXv05JCZKRM7mSnz5DNT hmQSsquLfXounPJF76BM7cETf/bZGT2mfYGf8kVks5Bd3RAsX3SljY1BxmKAn/JamNkybccOBrqN +NynDJoGozvLTFkjk5PQXt+EkkeWDDAH0QDM5DaDQVmHsHdJDzASn6u93kTJX/miHGCmzEvs1Zch pqZQdildBCqDW55HL75Xe2FOYNTYU1aXr+DBUjr6GBi9fUg+9MBMH1bH03z26hnDwwwgGhDjY+Y4 fCF8fT0ffL0JVWXgp1+8u5s9ZQ3EXnkZQkrP0kWgoueRmbLQGJR1iCCDPqBG4rN80VvRX/mi0c+e Mi+x554D4D7kAzD3KQPYU+aL30wZzAmMzJTVp1bBfY3Ej8ehv/t4xDa9Cu21TTN8ZJ1NTEyYk2s9 3pOM2XOg7RjhNhguxPi4ryEfinrwjfHB153fTBnM+wIzZe78TF5UjDlzYcyaxbH4TWBQ1iHsnjJf 5Ysc9OGX8Dt9kZkyT/HnNgIAyn/gHpTJQU5f9Ev47CkDzF4TsWcP+0zqCFK+CADF954IAEj+14Mz dUj7hokJIJv1zPAYw7PNbTD4mq9LjI1B+tijTLGHffDB15VdZeArU5ZlT1kDajNoP5kyCIHSUW9D 7LVNnAYcEoOyDhFmJD7LF30o6oEyZYKZMlex5xuPwweYKQskSPliXx9EuWw+KFOVINMXAUA/4UQA QIIljA2JiZwZlHkwZnOvMleGAZEbh9HjPeTD/icHz4fR28cSsUaCLGhls+YwIGZy63ImL7qPw6/E bRuaw6CsQwTaPFqNxJ9kpsxL0EwZe6HcxZ97FkZ31h6WUI+9pxYHpngLUr5olT9pLGGcJlD5IoDy oYehPGeumSnjg5oroTJlHpy9yrbP9CF1HJEbh5DS1zh85x8JlBa/DbGXXuQijBtVvhiPe36p3ROZ z8/gAXWu2IsvQMbjKM9f6Ovr2fPYHAZlncLKlMHHSHxuHh2AzkxZSxSLiL34AspHHNG4nCkeh9Hf z0yZD4Ga1fvMoIxj8adTTfx+yxchBPQlJ0LbsQOxZzfO4JF1Ni3nM1M2zEyZG3vj6ADli4D54Cuk RPzZZ2bisDqe0HXIRMLX8BS1WKNx2Md0UiL20gsoL1zk6zkJqOh5ZKYsFAZlHULkg/SUqfJFZsoa ktKsPfdzs+nqgkwmOejDRezllyBKJZSOONLza42BQfaX+BEgU2ZY+8cwKJsuaKYMAIonvBcAkPyv X83EIXU+wzCrN4JkyrYzU1ZL7VEWKFMGoHSUlY3gg299ft/X4SzWcALjdGLnTmijo/76ySzltx4C mU6zvDYkBmUdwu4p6wpSvshMWUMl/5kICAGjf4CDPlzErX6y8uFHeH6tHBwyM2UsDWsoyEh8p3yR zdW1wgRl+pITAQCJh341A0e0D1ClXj56oeyeMpYvTuMEZf6nLwLcpNeLmSnz8b4O577ACYzTBZm8 aIvHUfqDI81ngmJxho5s38WgrEMEm77I8kVfiv7H5gJmXxkzZfWpMi8/mbLyoYdBlEpIf3/9TB9W Zws4Eh9gpqyeIPuUKcaB81A65FAkHn3EGbhCNntaHcsXm6KNm6/XIIM+AKB02BGQ8Tj7dtyUdCDh 3U8GOD1lnMA4XfwlNeQjQFAGs4RRFIuIvfC/M3FY+zQGZR0i2PRFM1PGcpHGRMn/2FwAkP0DEKOj zPDUEX/e3KOs0cbRysSKVTAGB5H9ypcQs/4dTRdkJL6hBqhw0Mc0YmIcMpn0/TpX9CUnQpvIIf7E 4zN0ZJ3LLvUKEpQxUzaNnSkL2FOGVArlw45A/NmNQLk8A0fW2USxCBn3W75oBsRq6wxyqExZKUim DBXltVw0CIxBWaewgzLvTJlx4DyU5y9A6qf3oGvNV7l3kZsAD70AYAwMQBgGxPjYDB5UZ4o9txFG fz+MOXM9v9aYewDG/3YtxOQkei75K/Y+uglTvjjK8sVaIpcLVLqoFK3R+EmOxp9GCxCUIZOB0dPL RcI67EEfAXvKAHO/MpGfQOzVl1t9WJ2vVPK/2MpMmatYE5kygOW1YYQKygzDwKpVq3D22Wdj2bJl 2LRpU6uPi2o45YvemTKkUhj9l5+itOgt6P6/NyC7YjmzO3UIPVj5ojFgbXzMvrJqk5OIvfIyyof/ ga9pVwBQ/IvTUTj/AiQ2PI3ua782wwfYoVi+2BJiYiJQ6aKiv+d4SE1DgptITxOkfBEw+8q0EZYv 1go76APgg28jZqbMZ/kie8pcxV58AUZ/P+TQUKB/Vz7ySEghuMF5CP6u2hr33XcfisUi7rzzTjz5 5JO49tprsW7duvBHISVQLEJM5MybvWFApjNAJm3+Xu/F5Sf7U/mAqP7s86ExalT5IvwEZTA3mBy9 5+fo/8gZyHz3OxDj45j4/ArIbBYy2wMkEhC7d0HbsgWxrVsgdu2CHBqCMfcAlOccADlrFqBVxOzl sjmJZ/s2aNu3Qeg6jMFBGEOzIIeHIbu6zTIKwzAnc00WIMbGIMbHoeXM8iHZ1w+jt898AyqVIPJ5 iPyEOZCk8v+nEJDptPk9uzKQ8QS0PaMQu3dD270LKBQgu7OQPT3mf09XN5CIm+UK8TjEZAHa9u3Q tr1p9jHEYijPOQDGnDlmJqery77mAAQqXwSA5H89CH1yEsasYXPfLU0zr6sOvbZ8k9L8/1vze3zj BgjD8NVPVim3+lokHvk1Mrd8E/ofvxv6Hx5nPjwnk3v/XEpZ/d8FOP9PK3/tRVWDPgqNG6YNK1MW e+kFxDb8D+TwMIyhWb726dnXidw4jAMODPzvZP8ASm8/Bonf/Rba1jfMbTHS6X3/de6DXb7osxfK mD0HsZdfQuqOH8FYsBDlBQthzBp27p3q9/2MqroIXL4IZz+oxCO/hn7cH8Po6QW6u/fL8zhNKcD0 xax5DScfuB/G4BDKi96C8sHzgVTKvC7302sTuo7Yq6+g9PZ3BP7vl9kelBe9BfH/eRqx556FMTBo 7vUasIR8fxTqHfvxxx/HCSecAAA45phjsGGDx1jW/n7MatQsXSxCqEl4bSBrA7YgwZxbcFjv8z4/ J1y+p0ylgFis/s+r9/Vz5mD07p+h79yzkL7rH5G+6x+dv4vFIDxq0aV6s4zFzCBqX822+c2UWaV5 PZ+9rOHXVV1Pfh/qGy0yBLnGmvw7t2vPj9IR3pMXq2SzGL9lPfo/8D70LTvb/rSMxcxgQgVKNb8q j3HauVZ/rv299nPW4gEMI/B1LWu/30wFblWDaBoHZXJoCFLTkPrFz5H6xc+dz1feL2qPrd59rtGf Gx5AdEukxdRUsOlhFfQTTkTi909g6O3mtS2FaM+iQdSo9w618a7Xlx9yGJKPPozeyy5p+HWy8nVU udil7cVOi715LVvPRUaYoOyoxQCAzPf/Hpnv/z0A6/Xu8/1sXyYmJ2EceJCvry0fPB8AkPq3u5H6 t7vrfo39LFQZpO3r9wApIUqlwKWLSunotyN9908wuOSPnG85U/fOTvmeSoONykMFZblcDtmKsoVY LIZSqYS426rskUc6q751jyJurrhls+YvTTN7qAoF8+DdHpr8PuSqP9f+bv1ZNPi7ab+7/cx6n2/x 58Sf/imGh4NNacJwD/CrB4BvfAPYtAkYHwfGxszM2+zZwEEHmb+GhoAdO4A33gC2bgVGRsyHVZX9 iseBuXOdX4mE+fUjI+avQsEM3tQNq6sL6O01f/X0mA+Yo6POr0TCfEPv7jazf5Vvuobh/L+fmDDf uAYGgMFB81dXF5DLAWNj5n+P+hpdN2vJUynggAOcYy2Xnf+urVudHiYhzGNetszfef2bzwBzBs3v tX27+d+9e/f0oAFwDSgaXrNh/q7V36/R31Wuatf+uacHPR/7KHqCXp+nngT8+MfAP/2T+f9xYsLM lpdK04Od2jfD2nOt/lz7e73PqWu13n+LEO7//yqDwjD/j4P64z8GNM37+hzuAX76U+B3vwO2bTN/ bd/uLHbVPmjWu881+rP6OOw11WaJT34y+L0TAD53BTC+27xn5fPmfpGTk5H+b91ruruBU0/1d17X rwP+8nzglVeAl18GXnoJ2LVrWoZa1Gbi1Z8NY++f87318w4+GIPvOTZ4MDXcA3z/+8BjjwF79gCj o2b5chsXuCNDSsQ/9jEA8L4+T3oP8PzzwIYN5nX50kvAa6+ZzxOVC3cVlUD7TTtIPI70J/8a6TD3 zhuuB476A2DnTvPXrl0zUyI6E4soM7kw4/G9hZTBf/qaNWvw9re/HaeddhoAYMmSJXjooYca/puR EU62oWgaHu7h9UmRxeuToorXJkUZr0+KokYLBaFqAt75znfaQdiTTz6Jww47LNyRERERERER7edC lS+efPLJePjhh3HOOedASolrrrmm1cdFRERERES0XwgVlGmahq9+9autPhYiIiIiIqL9DjePJiIi IiIiaiMGZURERERERG3EoIyIiIiIiKiNGJQRERERERG1EYMyIiIiIiKiNgq1eTQRERERERG1BjNl REREREREbcSgjIiIiIiIqI0YlBEREREREbURgzIiIiIiIqI2YlBGRERERETURgzKiIiIiIiI2ohB GRERERERURvNaFBmGAZWrVqFs88+G8uWLcOmTZtm8scRBfbUU09h2bJl7T4Moiq6rmP58uU477zz sHTpUtx///3tPiQiW7lcxhe/+EWcc845OP/88/Haa6+1+5CIquzcuRPvfe978dJLL7X7UIh8m9Gg 7L777kOxWMSdd96Jz372s7j22mtn8scRBbJ+/XqsXLkSU1NT7T4Uoir33HMP+vv7cfvtt2P9+vVY vXp1uw+JyPbAAw8AAO644w5cdtllWLNmTZuPiMih6zpWrVqFdDrd7kMhCmRGg7LHH38cJ5xwAgDg mGOOwYYNG2byxxEFMn/+fKxdu7bdh0E0zamnnorLL7/c/jgWi7XxaIiq/fmf/7m9UPDGG29g1qxZ bT4iIsd1112Hc845B7Nnz273oRAFMqNBWS6XQzabtT+OxWIolUoz+SOJfDvllFMQj8fbfRhE03R3 dyObzSKXy+Gyyy7DFVdc0e5DIqoSj8dx1VVXYfXq1TjllFPafThEAICf/OQnGBwctBMCRJ1kRoOy bDaLiYkJ+2PDMPgQTETkw9atW3HBBRfgjDPOwOmnn97uwyGa5rrrrsPPf/5zfOlLX0I+n2/34RDh xz/+MR555BEsW7YMzz77LK666iqMjIy0+7CIfJnRCOmd73wnHnjgAZx22ml48skncdhhh83kjyMi 2ifs2LEDF110EVatWoU/+ZM/affhEFW5++67sW3bNnziE59AJpOBEIIlthQJP/rRj+w/L1u2DFdf fTWGh4fbeERE/s1oUHbyySfj4YcfxjnnnAMpJa655pqZ/HFERPuEW2+9FWNjY7jllltwyy23ADAH 07BxnaLgfe97H774xS/i/PPPR6lUwooVK5BKpdp9WEREHU1IKWW7D4KIiIiIiGh/xc2jiYiIiIiI 2ohBGRERERERURsxKCMiIiIiImojBmVERERERERtxKCMiIiIiIiojbiTMxERtdVXvvIVPPHEE9B1 Ha+99hre+ta3AgAuuOACFItFAMC5557b0p/5zDPP4Gc/+xmWL1/e9PcyDAOf+cxncP3116O7u7sF R0dERPsbjsQnIqJI2Lx5My644AL88pe/nPGf9dGPfhQ333wz+vv7W/L9HnzwQTz22GP4/Oc/35Lv R0RE+xeWLxIRUWStXbsWa9euBQC85z3vwapVq3DmmWfir/7qr3DvvffivPPOw0knnYTf/va3AIBN mzbhwgsvxAc/+EGce+652Lhx47Tv+eijj2J4eBj9/f3QdR3Lly/HmWeeiTPPPBN33XUXAGDHjh34 1Kc+hQ996EM466yz8MgjjwAARkdHcemll+L9738/zjjjDDz66KMAgOOPPx6/+MUvkMvl9sZpISKi fQyDMiIi6gg7duzAkiVLcPfdd2Nqagr33Xcfbr/9dnzmM5/BbbfdBgC46qqrsHz5cvzLv/wLVq9e jSuvvHLa9/nlL3+JY489FgDw+9//Hnv27MHdd9+Nb3/72/jd734HAPj617+Os846Cz/5yU+wbt06 rFq1CrlcDjfddBPmz5+Pe++9F9dffz1uvPFGAEAsFsPhhx+O3/zmN3vpbBAR0b6EPWVERNQxlixZ AgCYN28e3vWud+H/t3P/LI0EYRzHv5uEIKJFtEsRtJC8AYtgIWIrG7AQBEuxEgSLIEpeQVQECxsr G0FIY7GdFhYRRCwEsfJfkKDYCILa6HKFsCBXHXgXTr+fapmZfWCq4cczuwD5fJ6npyeen585Oztj cXExWf/y8sLj4yO5XC4ZazablEolAAYGBri+vmZ6eprh4eHk+uHh4SFXV1esr68D8Pb2xu3tLcfH x6ysrABQLBbZ2dlJ6ubzeZrN5l/cvSTpuzKUSZL+G9lsNnlOp9Of5uI4JpvNsru7m4zd39//9t1Y EARkMh/HXy6XI4oiGo0GBwcHjI+PE0URcRyztbWVvPvw8EBvby+ZTIYgCJJal5eX9Pf3k0qlSKfT pFJeQJEk/TlPD0nSt9Dd3U1fX18SyhqNBlNTU7+tKxQKtFotAPb396lUKoyMjFCtVuns7OTu7o5S qcT29jYAFxcXhGHI6+srg4ODRFEEfASymZmZJKS1Wi0KhcK/2Kok6ZsxlEmSvo3l5WXq9TphGLK6 usra2tqnzhbA6OgoR0dHwMd1yI6ODsbGxpiYmKBcLlMsFqlWq5yenhKGIfPz89RqNbq6upibm+Pm 5oZyuUylUqFWqxEEAe/v75yfnzM0NNSObUuS/nP+El+S9ONMTk6ysbFBT0/Pl9Tb29vj5OSEhYWF L6knSfpZ7JRJkn6cpaUlNjc3v6RWHMfU63VmZ2e/pJ4k6eexUyZJkiRJbWSnTJIkSZLayFAmSZIk SW1kKJMkSZKkNjKUSZIkSVIbGcokSZIkqY1+ATbwVhLJM7XKAAAAAElFTkSuQmCC " > </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="Questions">Questions<a class="anchor-link" href="#Questions">¶</a></h2> </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"> <p>Novelty functions are dependent on <code>frame_length</code> and <code>hop_length</code>. Adjust these two parameters. How do they affect the novelty function?</p> </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"> <p>Try with other audio files. How do the novelty functions compare?</p> </div> </div> </div> <div class="cell border-box-sizing code_cell rendered"> <div class="input"> <div class="prompt input_prompt">In [23]:</div> <div class="inner_cell"> <div class="input_area"> <div class=" highlight hl-ipython2"><pre><span></span><span class="n">ls</span> <span class="n">audio</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>125_bounce.wav classic_rock_beat.wav oboe_c6.wav 58bpm.wav conga_groove.wav prelude_cmaj.wav beatbox_steve.wav funk_groove.mp3 simple_loop.wav c_strum.wav jangle_pop.mp3 simple_piano.wav clarinet_c6.wav latin_groove.mp3 tone_440.wav </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"> <p><a href="index.html">← Back to Index</a></p> </div> </div> </div> </div> </div> </body> </html>