<?xml version='1.0' encoding='UTF-8'?><?xml-stylesheet href="http://www.blogger.com/styles/atom.css" type="text/css"?><feed xmlns='http://www.w3.org/2005/Atom' xmlns:openSearch='http://a9.com/-/spec/opensearchrss/1.0/' xmlns:blogger='http://schemas.google.com/blogger/2008' xmlns:georss='http://www.georss.org/georss' xmlns:gd="http://schemas.google.com/g/2005" xmlns:thr='http://purl.org/syndication/thread/1.0'><id>tag:blogger.com,1999:blog-1163104364497306330</id><updated>2024-09-09T18:46:43.944-07:00</updated><category term="Programming"/><category term="Probability and Lottery"/><category term="術數"/><category term="Physics"/><category term="Finance"/><category term="Image Processing"/><category term="填詞"/><category term="新科技"/><category term="新高中資訊及通訊科技課程架構"/><category term="IT"/><category term="awards"/><category term="speech"/><category term="五運六氣"/><category term="勵志"/><category term="數學"/><title type='text'>吾-感性</title><subtitle type='html'></subtitle><link rel='http://schemas.google.com/g/2005#feed' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/posts/default'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default?redirect=false'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/'/><link rel='hub' href='http://pubsubhubbub.appspot.com/'/><link rel='next' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default?start-index=26&amp;max-results=25&amp;redirect=false'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><generator version='7.00' uri='http://www.blogger.com'>Blogger</generator><openSearch:totalResults>51</openSearch:totalResults><openSearch:startIndex>1</openSearch:startIndex><openSearch:itemsPerPage>25</openSearch:itemsPerPage><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-9038116110107609834</id><published>2013-12-07T07:51:00.004-08:00</published><updated>2013-12-07T07:53:46.825-08:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="speech"/><title type='text'>網上資訊真偽的認識及辨識</title><content type='html'>今年 9月30日到荔枝角天主教小學作了個兩小時的演講。內容是關於怎分辨網上資訊的真假。大綱如下：&lt;br /&gt;
&lt;br /&gt;
&lt;h4&gt;
•&lt;span style=&quot;font-family: &#39;Adobe 繁黑體 Std B&#39;;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;font-family: 宋体;&quot;&gt;.&lt;/span&gt;&lt;span style=&quot;font-family: &#39;Adobe 繁黑體 Std B&#39;;&quot;&gt;簡介&amp;nbsp;&lt;/span&gt;•&lt;span style=&quot;font-family: &#39;Adobe 繁黑體 Std B&#39;;&quot;&gt;2. &lt;/span&gt;&lt;span style=&quot;font-family: &#39;Adobe 繁黑體 Std B&#39;;&quot;&gt;資訊來源&lt;/span&gt;&lt;span style=&quot;font-family: &#39;Adobe 繁黑體 Std B&#39;;&quot;&gt;
&lt;/span&gt;•&lt;span style=&quot;font-family: &#39;Adobe 繁黑體 Std B&#39;;&quot;&gt;3. &lt;/span&gt;&lt;span style=&quot;font-family: &#39;Adobe 繁黑體 Std B&#39;;&quot;&gt;如何獲取資訊&lt;/span&gt;•&lt;span style=&quot;font-family: &#39;Adobe 繁黑體 Std B&#39;;&quot;&gt;4.&amp;nbsp;&lt;/span&gt;&lt;span style=&quot;font-family: &#39;Adobe 繁黑體 Std B&#39;;&quot;&gt;大型網站及學術方面對資訊真偽的指引&lt;/span&gt;•&lt;span style=&quot;font-family: &#39;Adobe 繁黑體 Std B&#39;;&quot;&gt;5. &lt;/span&gt;&lt;span style=&quot;font-family: &#39;Adobe 繁黑體 Std B&#39;;&quot;&gt;各種資訊來源真偽辨識及技巧&lt;/span&gt;•&lt;span style=&quot;font-family: &#39;Adobe 繁黑體 Std B&#39;;&quot;&gt;6. &lt;/span&gt;&lt;span style=&quot;font-family: &#39;Adobe 繁黑體 Std B&#39;;&quot;&gt;常用工具及安裝&lt;/span&gt;&lt;/h4&gt;
&lt;div&gt;
&lt;span style=&quot;font-family: Adobe 繁黑體 Std B;&quot;&gt;資料只會不斷增加，真的或假的資訊亦會充斥市場。如何分辨便成為需要知道的領域。&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span style=&quot;font-family: Adobe 繁黑體 Std B;&quot;&gt;為此演講作了些資料搜集卻發現妨間非常少有相&lt;/span&gt;&lt;span style=&quot;font-family: &#39;Adobe 繁黑體 Std B&#39;;&quot;&gt;關資料&lt;/span&gt;&lt;span style=&quot;font-family: Adobe 繁黑體 Std B;&quot;&gt;，故正考慮把內容編輯成書以方便有需要的人士作參考。&lt;/span&gt;&lt;/div&gt;
</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/9038116110107609834/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2013/12/blog-post_7.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/9038116110107609834'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/9038116110107609834'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2013/12/blog-post_7.html' title='網上資訊真偽的認識及辨識'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-3935483140686843272</id><published>2013-03-10T05:56:00.002-07:00</published><updated>2013-03-10T05:56:53.328-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="術數"/><title type='text'>太極  兩儀  三才  四象  五行  六合 七星  八卦  九宮</title><content type='html'>太極 &amp;nbsp;兩儀 &amp;nbsp;三才 &amp;nbsp;四象 &amp;nbsp;五行 &amp;nbsp;六合 七星 &amp;nbsp;八卦 &amp;nbsp;九宮</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/3935483140686843272/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2013/03/blog-post.html#comment-form' title='2 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/3935483140686843272'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/3935483140686843272'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2013/03/blog-post.html' title='太極  兩儀  三才  四象  五行  六合 七星  八卦  九宮'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>2</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-3253667125351066083</id><published>2012-11-19T06:17:00.000-08:00</published><updated>2012-11-19T06:17:17.613-08:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="勵志"/><title type='text'>李嘉誠的一番說話</title><content type='html'>&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;
&lt;a href=&quot;https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgOzla4_MoEjzjO-6CWWTI0TxNrHmzjXWeYLgmyysqdUPnpM7-S9UDSERdVwOrBLaqGTKl0mAe0Qd_IVaBXy3Uvhnpgt2vnEzf2Z8HJiwiRR6iPAhb6nueSJuuQFq0MxInAMT2TWNVU5E8/s1600/LiKashing.jpg&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;320&quot; src=&quot;https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgOzla4_MoEjzjO-6CWWTI0TxNrHmzjXWeYLgmyysqdUPnpM7-S9UDSERdVwOrBLaqGTKl0mAe0Qd_IVaBXy3Uvhnpgt2vnEzf2Z8HJiwiRR6iPAhb6nueSJuuQFq0MxInAMT2TWNVU5E8/s320/LiKashing.jpg&quot; width=&quot;256&quot; /&gt;&lt;/a&gt;&lt;/div&gt;
&lt;span style=&quot;background-color: white; color: grey; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;&lt;br /&gt;&lt;/span&gt;
&lt;span style=&quot;background-color: white; color: grey; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;&lt;br /&gt;&lt;/span&gt;
&lt;span style=&quot;background-color: white; color: grey; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;李嘉誠的一番說話:&lt;/span&gt;&lt;br style=&quot;background-color: white; color: grey; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot; /&gt;&lt;span style=&quot;background-color: white; color: grey; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;很多人想把握機會、但要做一件事情時，往往給自己找了很多理由讓&lt;/span&gt;&lt;wbr style=&quot;background-color: white; color: grey; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;background-color: white; color: grey; display: inline-block; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;&lt;/span&gt;&lt;span style=&quot;background-color: white; color: grey; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;自己一直處於矛盾之中！不斷浪費時間，虛度時光。如：&lt;/span&gt;&lt;br style=&quot;background-color: white; color: grey; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot; /&gt;&lt;span style=&quot;background-color: white; color: grey; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;1 、我沒有口才——錯：沒有人天生就很會說話，臺上的演講大師也不&lt;/span&gt;&lt;wbr style=&quot;background-color: white; color: grey; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;background-color: white; color: grey; display: inline-block; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;&lt;/span&gt;&lt;span style=&quot;background-color: white; color: grey; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;是一下子就能出口成章，那是他們背後演練了無數次的結果！你罵人&lt;/span&gt;&lt;wbr style=&quot;background-color: white; color: grey; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;background-color: white; color: grey; display: inline-block; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;&lt;/span&gt;&lt;span style=&quot;background-color: white; color: grey; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;的時候很擅長、抱怨的時候也很擅長、但這種口才是沒有價值的口才&lt;/span&gt;&lt;wbr style=&quot;background-color: white; color: grey; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;background-color: white; color: grey; display: inline-block; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;&lt;/span&gt;&lt;span style=&quot;background-color: white; color: grey; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;，看&lt;/span&gt;&lt;br /&gt;
&lt;div class=&quot;text_exposed_show&quot; style=&quot;background-color: white; color: grey; display: inline; font-family: &#39;lucida grande&#39;, tahoma, verdana, arial, sans-serif; font-size: 12px; line-height: 14px;&quot;&gt;
別人爭論的時候、自己滿嘴評頭論足、卻不知反省自己，倘若你付出&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;努力練習，你今天是否還說自己沒口才？&lt;br /&gt;&lt;br /&gt;2 、我沒有錢—— 錯： 不是沒有錢，而是沒有賺錢的腦袋。工作幾年了沒有錢麼？有、但是&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;花掉了。花在沒有投資回報的事情上面。花在吃喝玩樂上、或存放貶&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;值了，沒有實現價值最大化、所以錢就這樣入不敷出。每月當月光族&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;、周而復始、沒有遠慮、當一天和尚敲一天鐘，得過且過。&lt;br /&gt;&lt;br /&gt;3 、我沒有能力——錯： 不給自己機會去鍛煉，又有誰一出生就有能力？一畢業就是社會精英&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;？一創業就馬上成功？當別人很努力的學習、很努力的積累、努力找&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;方法，而你每天就只做了很少一點就覺得乏味。學了一些就覺得沒意&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;思、看了幾頁書就不想看、跟自己也跟別人說沒興趣學。然後大半輩&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;子過去一事無成，整天抱怨上天不給機會。能力是努力修來的、不努&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;力想有能力，天才都會成蠢材。但努力，再笨的人也能成精英。&lt;br /&gt;&lt;br /&gt;4 、我沒有時間——錯：時間很多、但浪費的也很多！別人很充實、你&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;在看電視，別人在努力學習時、你在玩遊戲消遣虛度。總之時間就是&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;覺得很多餘、你過得越來越無聊。別人賺錢了羡慕別人、但不去學別&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;人好好把握時間創造價值，整天不學無術。&lt;br /&gt;5 、我沒有心情——錯：心情好的時候去遊玩、心情不好的時候在家喝&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;悶酒，心情好的時候去逛街、心情不好的時候玩遊戲，心情好的時候&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;去享受、心情不好的時候就睡大覺。好壞心情都一樣，反正就是不做&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;正事。&lt;br /&gt;6 、我沒有興趣——錯：興趣是什麼？吃喝玩樂誰都有興趣，沒有成就&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;哪來的盡興！沒錢拿什麼享受生活！你的興趣是什麼？是出去旅遊回&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;來月光族、出去K歌回頭錢包空空、出去大量購物回來慘兮兮...&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;. 打工有沒有興趣？擠公車有沒有興趣？上班簽到下班打卡有沒有興趣&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;？家裡急需要一大筆錢拿不出來有沒有興趣？借了錢沒錢還有沒有興&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;趣？賣老鼠藥的人對老鼠藥有興趣.....？&lt;br /&gt;&lt;br /&gt;7 、我考慮考慮——錯：考慮做吧有可能就成了、不做吧好不甘心！一&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;想整天上班也沒有個頭、還是明天開始做吧！又一想還是算了、這錢&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;掙的也不容易！不不、就是打工掙錢也不容易，決定了不能放棄機會&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;！ 哎呀、天都黑了，明天再說吧！然後第二天又因為以上12345點&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;、因為左思右想、繼續迴圈、最終不能決定。猶猶豫豫、耽誤了很多&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;時間、還是一無所獲。&lt;br /&gt;有句話是：“可憐之人必有可恨之處！” 這一生中不是沒有機遇，而是沒有爭取與把握！藉口太多，理由太多&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;....！爭取之人必竭力爭取、一分錢都沒有也千方百計想辦法！&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;不爭取之人給一百萬也動不起來、發財不了、還有可能一敗塗地。這&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;就是行動力的欠缺！喜歡猶豫不決、喜歡拖延、喜歡半途而廢、最後&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;一輩子平庸、碌碌無為！還有的人、做事三分鐘熱度，一開始熱情高&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;漲、等會就繼續懶散，這種人成功的帽子也不會在你的頭上。&lt;br /&gt;看看為什麼別人身價幾個億，你自己還在為錢奔波！不要羡慕別人命&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;好，別人很困難的時候是怎麼堅挺過來的，怎麼克服困難、突破自己&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;、改變命運的，你沒看到罷了！你看到的只是他成功後的光環！所以&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;你抱怨嫉妒羡慕恨！&lt;br /&gt;價值上千萬的一堂課，讀完受益終生。如果你覺得說的有道理，請將&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;其傳播出去！好日誌真的不多了，這篇日誌強烈要求看過的每個人都&lt;wbr&gt;&lt;/wbr&gt;&lt;span class=&quot;word_break&quot; style=&quot;display: inline-block;&quot;&gt;&lt;/span&gt;轉載收藏，不然以後怕是找不到了。。&lt;/div&gt;
</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/3253667125351066083/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2012/11/blog-post.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/3253667125351066083'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/3253667125351066083'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2012/11/blog-post.html' title='李嘉誠的一番說話'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgOzla4_MoEjzjO-6CWWTI0TxNrHmzjXWeYLgmyysqdUPnpM7-S9UDSERdVwOrBLaqGTKl0mAe0Qd_IVaBXy3Uvhnpgt2vnEzf2Z8HJiwiRR6iPAhb6nueSJuuQFq0MxInAMT2TWNVU5E8/s72-c/LiKashing.jpg" height="72" width="72"/><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-6537990342768969009</id><published>2012-10-08T01:10:00.000-07:00</published><updated>2012-10-08T01:10:02.406-07:00</updated><title type='text'>Mobile GPS  cannot detect</title><content type='html'>Take your SIM out of the Nexus One&lt;br /&gt;
Power on the device&lt;br /&gt;
Turn WiFi on&lt;br /&gt;
Turn GPS on&lt;br /&gt;
Open application: GPS Status&lt;br /&gt;
Go into its Settings menu&lt;br /&gt;
Click on GPS and Sensors&lt;br /&gt;
Click Manage A-GPS state&lt;br /&gt;
Click Reset&lt;br /&gt;
Click Manage A-GPS state again&lt;br /&gt;
Click Download&lt;br /&gt;
Now put your phone on a stable, straight surface in order to enable the 
phone to get a lock. This time, you’ll see your phone get the lock back 
way faster than before.&lt;br /&gt;
With that done, now it’s time to put your SIM back in and use the network to secure a quick GPS fix as well.</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/6537990342768969009/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2012/10/mobile-gps-cannot-detect.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/6537990342768969009'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/6537990342768969009'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2012/10/mobile-gps-cannot-detect.html' title='Mobile GPS  cannot detect'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-3378038807576836063</id><published>2012-08-18T10:26:00.000-07:00</published><updated>2012-08-18T10:27:12.488-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="Image Processing"/><title type='text'>資訊隱藏</title><content type='html'>&lt;h2 style=&quot;-webkit-text-size-adjust: auto; -webkit-text-stroke-width: 0px; color: #0039a6; font-family: Verdana, Arial, Helvetica, sans-serif; font-size: 13px; font-style: normal; font-variant: normal; font-weight: bold; letter-spacing: normal; line-height: normal; margin-bottom: 0px; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;&quot;&gt;
&amp;nbsp;這星期突然對好久前做的研究好有興趣因手機越來越強，想把它在手機運行。特別找回一篇當年(1999)我在 San Jose, CA present 的文獻&lt;/h2&gt;
&lt;h2 style=&quot;color: #0039a6; font-family: Verdana,Arial,Helvetica,sans-serif; font-size: 13px; font-style: normal; font-variant: normal; font-weight: bold; letter-spacing: normal; line-height: normal; margin-bottom: 0px; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;&quot;&gt;
&amp;nbsp;&lt;/h2&gt;
&lt;h2 style=&quot;color: #0039a6; font-family: Verdana,Arial,Helvetica,sans-serif; font-size: 13px; font-style: normal; font-variant: normal; font-weight: bold; letter-spacing: normal; line-height: normal; margin-bottom: 0px; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;&quot;&gt;
Selective block assignment approach for robust digital image watermarking&lt;/h2&gt;
&lt;div style=&quot;-webkit-text-size-adjust: auto; -webkit-text-stroke-width: 0px; color: #666666; font-family: Verdana, Arial, Helvetica, sans-serif; font-size: 12px; font-style: normal; font-variant: normal; font-weight: normal; letter-spacing: normal; line-height: 13px; margin-top: 0px; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;&quot;&gt;
Kam-Shing Ng, Lee Ming Cheng, City Univ. of Hong Kong (Hong Kong)&lt;/div&gt;
&lt;h2 style=&quot;-webkit-text-size-adjust: auto; -webkit-text-stroke-width: 0px; color: #0039a6; font-family: Verdana, Arial, Helvetica, sans-serif; font-size: 13px; font-style: normal; font-variant: normal; font-weight: bold; letter-spacing: normal; line-height: normal; margin-bottom: 0px; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;&quot;&gt;
Abstract&lt;/h2&gt;
&lt;span style=&quot;-webkit-text-size-adjust: auto; -webkit-text-stroke-width: 0px; color: #666666; display: inline !important; float: none; font-family: Verdana, Arial, Helvetica, sans-serif; font-size: 12px; font-style: normal; font-variant: normal; font-weight: normal; letter-spacing: normal; line-height: normal; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;&quot;&gt;Digital watermark is used to protect digital image against any illegal reproduction and tampering. In the selective block assignment process, the image is divided into N X N pixel blocks and each block is Discrete Cosine Transformed (DCT). The set of blocks will be then selectively chosen to encode the copyright message. Each selective block will be incremented by a value, in order to maintain the invisibility of the watermarking image, the incremented value should be within a range. The selection of blocks is based on measurement of the content. Depends on the amount of messages stored and the signal to noise ratio (SNR) of the resultant image required, a threshold is decided. In practice, the threshold will be set such that the duplicated message or an error correction mechanism can also be included in order to increase its robustness. The decoding process should be carried out by using the threshold values to get back the locations that have watermark information. Then the watermarked image is subtracted from the original image to obtain the secret data. Simulation results show that the watermarked image looks visually identical to the original and with an SNR of 44.7 dB for Lenna and with SNR 43 dB for airplane with size 256 X 256 pixels.&lt;/span&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;span style=&quot;color: #666666; display: inline ! important; float: none; font-family: Verdana,Arial,Helvetica,sans-serif; font-size: 12px; font-style: normal; font-variant: normal; font-weight: normal; letter-spacing: normal; line-height: normal; orphans: 2; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;&quot;&gt;好覺得這個領域就快出現 普遍性的用途。我亦會先在我的小學網站試用，相信能成一時佳話。&lt;/span&gt;</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/3378038807576836063/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2012/08/blog-post.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/3378038807576836063'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/3378038807576836063'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2012/08/blog-post.html' title='資訊隱藏'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-2870650262208169410</id><published>2012-06-27T11:37:00.000-07:00</published><updated>2012-06-27T11:37:06.913-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="Programming"/><title type='text'>Sign Google App</title><content type='html'>&lt;br /&gt;
&lt;div style=&quot;border: 0px; clear: both; font-family: Arial, &#39;Liberation Sans&#39;, &#39;DejaVu Sans&#39;, sans-serif; font-size: 14px; line-height: 18px; margin-bottom: 1em; padding: 0px; text-align: left; vertical-align: baseline; word-wrap: break-word;&quot;&gt;
&amp;lt;quoted from other web&amp;gt;&lt;/div&gt;
&lt;div style=&quot;border: 0px; clear: both; font-family: Arial, &#39;Liberation Sans&#39;, &#39;DejaVu Sans&#39;, sans-serif; font-size: 14px; line-height: 18px; margin-bottom: 1em; padding: 0px; text-align: left; vertical-align: baseline; word-wrap: break-word;&quot;&gt;
You need to create Release Key for Signing your Application.&lt;/div&gt;
&lt;div style=&quot;border: 0px; clear: both; font-family: Arial, &#39;Liberation Sans&#39;, &#39;DejaVu Sans&#39;, sans-serif; font-size: 14px; line-height: 18px; margin-bottom: 1em; padding: 0px; text-align: left; vertical-align: baseline; word-wrap: break-word;&quot;&gt;
Step : 1 Right Click Project-&amp;gt;Export Application-&amp;gt;Select you Project-&amp;gt;Next-&amp;gt;Select new Keystore -&amp;gt; Complete all rest Steps&lt;/div&gt;
&lt;div style=&quot;border: 0px; clear: both; font-family: Arial, &#39;Liberation Sans&#39;, &#39;DejaVu Sans&#39;, sans-serif; font-size: 14px; line-height: 18px; margin-bottom: 1em; padding: 0px; text-align: left; vertical-align: baseline; word-wrap: break-word;&quot;&gt;
Step : 2 Note down your&amp;nbsp;&lt;strong style=&quot;background-color: transparent; border: 0px; margin: 0px; padding: 0px; vertical-align: baseline;&quot;&gt;Alias&lt;/strong&gt;&amp;nbsp;name and&amp;nbsp;&lt;strong style=&quot;background-color: transparent; border: 0px; margin: 0px; padding: 0px; vertical-align: baseline;&quot;&gt;Password&lt;/strong&gt;&amp;nbsp;given.&lt;/div&gt;
&lt;div style=&quot;border: 0px; clear: both; font-family: Arial, &#39;Liberation Sans&#39;, &#39;DejaVu Sans&#39;, sans-serif; font-size: 14px; line-height: 18px; margin-bottom: 1em; padding: 0px; text-align: left; vertical-align: baseline; word-wrap: break-word;&quot;&gt;
Step : 3 Now if you Complete all process of Filling Details you will get one&amp;nbsp;&lt;strong style=&quot;background-color: transparent; border: 0px; margin: 0px; padding: 0px; vertical-align: baseline;&quot;&gt;.apk file&lt;/strong&gt;&amp;nbsp;and&amp;nbsp;&lt;strong style=&quot;background-color: transparent; border: 0px; margin: 0px; padding: 0px; vertical-align: baseline;&quot;&gt;keystore file&lt;/strong&gt;&amp;nbsp;in you stored location.&lt;/div&gt;
&lt;div style=&quot;border: 0px; clear: both; font-family: Arial, &#39;Liberation Sans&#39;, &#39;DejaVu Sans&#39;, sans-serif; font-size: 14px; line-height: 18px; margin-bottom: 1em; padding: 0px; text-align: left; vertical-align: baseline; word-wrap: break-word;&quot;&gt;
Step : 4 Now Again Right Click Project-&amp;gt;Export Application-&amp;gt;Select you Project-&amp;gt;Next-&amp;gt;Use Existing Keystore -&amp;gt; Give location and password-&amp;gt;Next&lt;/div&gt;
&lt;div style=&quot;border: 0px; clear: both; font-family: Arial, &#39;Liberation Sans&#39;, &#39;DejaVu Sans&#39;, sans-serif; font-size: 14px; line-height: 18px; margin-bottom: 1em; padding: 0px; text-align: left; vertical-align: baseline; word-wrap: break-word;&quot;&gt;
Step : 5 Now you alias name will comes in your Drop Down-&amp;gt;Select it -&amp;gt; Enter Password -&amp;gt; Next&lt;/div&gt;
&lt;div style=&quot;border: 0px; clear: both; font-family: Arial, &#39;Liberation Sans&#39;, &#39;DejaVu Sans&#39;, sans-serif; font-size: 14px; line-height: 18px; margin-bottom: 1em; padding: 0px; text-align: left; vertical-align: baseline; word-wrap: break-word;&quot;&gt;
Step : 6 It will ask for location to store your final .apk file.&lt;/div&gt;
&lt;div style=&quot;border: 0px; clear: both; font-family: Arial, &#39;Liberation Sans&#39;, &#39;DejaVu Sans&#39;, sans-serif; font-size: 14px; line-height: 18px; margin-bottom: 1em; padding: 0px; text-align: left; vertical-align: baseline; word-wrap: break-word;&quot;&gt;
Step : 7 Select your location and store.&lt;/div&gt;
&lt;div style=&quot;border: 0px; clear: both; font-family: Arial, &#39;Liberation Sans&#39;, &#39;DejaVu Sans&#39;, sans-serif; font-size: 14px; line-height: 18px; margin-bottom: 1em; padding: 0px; text-align: left; vertical-align: baseline; word-wrap: break-word;&quot;&gt;
Step : 8 Now this&amp;nbsp;&lt;strong style=&quot;background-color: transparent; border: 0px; margin: 0px; padding: 0px; vertical-align: baseline;&quot;&gt;Final .apk&lt;/strong&gt;&amp;nbsp;file is Your Signed Application.&lt;/div&gt;
&lt;div style=&quot;border: 0px; clear: both; font-family: Arial, &#39;Liberation Sans&#39;, &#39;DejaVu Sans&#39;, sans-serif; font-size: 14px; line-height: 18px; margin-bottom: 1em; padding: 0px; text-align: left; vertical-align: baseline; word-wrap: break-word;&quot;&gt;
Note : Keep this&amp;nbsp;&lt;strong style=&quot;background-color: transparent; border: 0px; margin: 0px; padding: 0px; vertical-align: baseline;&quot;&gt;keystore file&lt;/strong&gt;&amp;nbsp;for further updated of your Application in Android Market ,also keep track of your Alias name and Password&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/2870650262208169410/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2012/06/sign-google-app.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/2870650262208169410'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/2870650262208169410'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2012/06/sign-google-app.html' title='Sign Google App'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-9210844493282551624</id><published>2012-06-27T11:36:00.001-07:00</published><updated>2012-06-27T11:36:59.050-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="Programming"/><title type='text'>GCM (Google Cloud Messaging)</title><content type='html'>&lt;a href=&quot;http://developer.android.com/guide/google/gcm/gs.html&quot;&gt;http://developer.android.com/guide/google/gcm/gs.html&lt;/a&gt;
&lt;br /&gt;
&lt;br /&gt;
Change from C2DM to GCM on 28 Jne 2012&lt;br /&gt;
&lt;br /&gt;
According to the document, migration is simply change the email into API key. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;div style=&quot;background-color: #f9f9f9; color: #222222; font-family: Roboto, sans-serif; font-size: 14px; line-height: 19px; margin-bottom: 15px;&quot;&gt;
Migration is simple! The only change required in the application is replacing the email account passed in the sender parameter of the registration intent with the project ID generated when signing up for the new service. For example:&lt;/div&gt;
&lt;pre class=&quot;prettyprint pretty-java&quot; style=&quot;background-color: #f7f7f7; border: 1px solid rgb(221, 221, 221); color: #006600; font-family: &#39;courier new&#39;, courier, monospace; font-size: 14px; line-height: 1.5; margin-bottom: 1em; margin-top: 1em; overflow: auto; padding: 1em;&quot;&gt;&lt;span class=&quot;typ&quot; style=&quot;color: #660066;&quot;&gt;Intent&lt;/span&gt;&lt;span class=&quot;pln&quot; style=&quot;color: black;&quot;&gt; registrationIntent &lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;=&lt;/span&gt;&lt;span class=&quot;pln&quot; style=&quot;color: black;&quot;&gt; &lt;/span&gt;&lt;span class=&quot;kwd&quot; style=&quot;color: #000088;&quot;&gt;new&lt;/span&gt;&lt;span class=&quot;pln&quot; style=&quot;color: black;&quot;&gt; &lt;/span&gt;&lt;span class=&quot;typ&quot; style=&quot;color: #660066;&quot;&gt;Intent&lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;str&quot; style=&quot;color: #008800;&quot;&gt;&quot;com.google.android.c2dm.intent.REGISTER&quot;&lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;);&lt;/span&gt;&lt;span class=&quot;pln&quot; style=&quot;color: black;&quot;&gt;
&lt;/span&gt;&lt;span class=&quot;com&quot; style=&quot;color: #880000;&quot;&gt;// sets the app name in the intent&lt;/span&gt;&lt;span class=&quot;pln&quot; style=&quot;color: black;&quot;&gt;
registrationIntent&lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;pln&quot; style=&quot;color: black;&quot;&gt;putExtra&lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;str&quot; style=&quot;color: #008800;&quot;&gt;&quot;app&quot;&lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;pln&quot; style=&quot;color: black;&quot;&gt; &lt;/span&gt;&lt;span class=&quot;typ&quot; style=&quot;color: #660066;&quot;&gt;PendingIntent&lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;pln&quot; style=&quot;color: black;&quot;&gt;getBroadcast&lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;kwd&quot; style=&quot;color: #000088;&quot;&gt;this&lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;pln&quot; style=&quot;color: black;&quot;&gt; &lt;/span&gt;&lt;span class=&quot;lit&quot; style=&quot;color: #006666;&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;pln&quot; style=&quot;color: black;&quot;&gt; &lt;/span&gt;&lt;span class=&quot;kwd&quot; style=&quot;color: #000088;&quot;&gt;new&lt;/span&gt;&lt;span class=&quot;pln&quot; style=&quot;color: black;&quot;&gt; &lt;/span&gt;&lt;span class=&quot;typ&quot; style=&quot;color: #660066;&quot;&gt;Intent&lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;(),&lt;/span&gt;&lt;span class=&quot;pln&quot; style=&quot;color: black;&quot;&gt; &lt;/span&gt;&lt;span class=&quot;lit&quot; style=&quot;color: #006666;&quot;&gt;0&lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;));&lt;/span&gt;&lt;span class=&quot;pln&quot; style=&quot;color: black;&quot;&gt;
registrationIntent&lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;.&lt;/span&gt;&lt;span class=&quot;pln&quot; style=&quot;color: black;&quot;&gt;putExtra&lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;str&quot; style=&quot;color: #008800;&quot;&gt;&quot;sender&quot;&lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;,&lt;/span&gt;&lt;span class=&quot;pln&quot; style=&quot;color: black;&quot;&gt; senderID&lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;);&lt;/span&gt;&lt;span class=&quot;pln&quot; style=&quot;color: black;&quot;&gt;
startService&lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;(&lt;/span&gt;&lt;span class=&quot;pln&quot; style=&quot;color: black;&quot;&gt;registrationIntent&lt;/span&gt;&lt;span class=&quot;pun&quot; style=&quot;color: #666600;&quot;&gt;);&lt;/span&gt;&lt;/pre&gt;</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/9210844493282551624/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2012/06/gcm-google-cloud-messaging.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/9210844493282551624'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/9210844493282551624'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2012/06/gcm-google-cloud-messaging.html' title='GCM (Google Cloud Messaging)'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-3637459717545380775</id><published>2012-06-01T23:09:00.001-07:00</published><updated>2012-06-01T23:09:41.658-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="Programming"/><title type='text'>LumiaChallenge 2012</title><content type='html'>&amp;nbsp;剛提交了三個作品到 Nokia 參加 LumiaChallenge 2012 的比賽，順便做個記錄。&lt;br /&gt;
&lt;br /&gt;
CDict -&amp;nbsp;When we type English passage, we always forget a word or how to spell a word. &amp;nbsp;This movie shows how to type the word using the language you know (in this example Chinese) directly into the editor and do the translation in cloud (Microsoft translation in this example) instantly. &amp;nbsp;The program can &amp;nbsp;intelligently check the Chinese inside. &amp;nbsp;Thus, it saves lots of time to check from web or dictionary and come back to type the passage. &amp;nbsp;In this movie, one sentence is for demo purpose. &amp;nbsp;In future, a whole passage can be done in any-input-language to any-output-language.&lt;br /&gt;
&lt;div&gt;
video demo -&lt;span class=&quot;Apple-converted-space&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;a href=&quot;http://youtu.be/4ekTQBW696M&quot; style=&quot;color: #1155cc;&quot; target=&quot;_blank&quot;&gt;http://youtu.be/4ekTQBW696M&lt;/a&gt;&lt;span class=&quot;Apple-converted-space&quot;&gt;&amp;nbsp;&lt;/span&gt;&amp;nbsp;&lt;/div&gt;
&lt;div&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span style=&quot;color: #666666; font-family: &#39;Segoe UI&#39;, Helvetica, Arial, &#39;Sans Serif&#39;; font-size: 12px; line-height: 19px; text-align: left;&quot;&gt;人生計算機 -&amp;nbsp;&lt;/span&gt;&lt;span style=&quot;color: #666666; font-family: &#39;Segoe UI&#39;, Helvetica, Arial, &#39;Sans Serif&#39;; font-size: 12px; line-height: 19px; text-align: left;&quot;&gt;我們每天都不自覺地問到人生的問題。&lt;wbr&gt;&lt;/wbr&gt;本程式嘗試給出一個參考。透過古人的生活體驗，&lt;wbr&gt;&lt;/wbr&gt;歸納出來的人生法則，我們把它量化做成這程式。程式包括二部份。&lt;wbr&gt;&lt;/wbr&gt;1.每天的開心指數 2.人生的反思首部份只要把相關出生年月日輸入，&lt;wbr&gt;&lt;/wbr&gt;程式就會把結果化為圖像。第二部份，用家輸入英文，&lt;wbr&gt;&lt;/wbr&gt;程式會給出所佔人生部份的比例。 *以上並非隨機結果，亦只作為參考用途。&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span style=&quot;font-size: 12px; line-height: 19px; text-align: left;&quot;&gt;&lt;span style=&quot;color: #666666; font-family: Segoe UI,Helvetica,Arial,Sans Serif;&quot;&gt;video demo -&lt;span class=&quot;Apple-converted-space&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;a href=&quot;http://youtu.be/cQaBmbQvrvk&quot; style=&quot;color: #1155cc;&quot; target=&quot;_blank&quot;&gt;http://youtu.be/cQaBmbQvrvk&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;div style=&quot;-webkit-text-size-adjust: auto; -webkit-text-stroke-width: 0px; background-color: rgba(255, 255, 255, 0.917969); color: #222222; font-family: arial, sans-serif; font-size: 14px; font-style: normal; font-variant: normal; font-weight: normal; letter-spacing: normal; line-height: normal; orphans: 2; text-align: left; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;&quot;&gt;
&lt;span style=&quot;color: #666666; font-family: Segoe UI,Helvetica,Arial,Sans Serif;&quot;&gt;&lt;span style=&quot;font-size: 12px; line-height: 19px;&quot;&gt;&lt;br /&gt;&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;-webkit-text-size-adjust: auto; -webkit-text-stroke-width: 0px; background-color: rgba(255, 255, 255, 0.917969); color: #222222; font-family: arial, sans-serif; font-size: 14px; font-style: normal; font-variant: normal; font-weight: normal; letter-spacing: normal; line-height: normal; orphans: 2; text-align: left; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;&quot;&gt;
&lt;span style=&quot;color: #666666; font-family: Segoe UI,Helvetica,Arial,Sans Serif;&quot;&gt;&lt;span style=&quot;font-size: 12px; line-height: 19px;&quot;&gt;QueuEasy&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;-webkit-text-size-adjust: auto; -webkit-text-stroke-width: 0px; background-color: rgba(255, 255, 255, 0.917969); color: #222222; font-family: arial, sans-serif; font-size: 14px; font-style: normal; font-variant: normal; font-weight: normal; letter-spacing: normal; line-height: normal; orphans: 2; text-align: left; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;&quot;&gt;
&lt;span style=&quot;background-color: #ebebeb; color: #333333; font-family: arial, sans-serif; font-size: 13px; line-height: 18px;&quot;&gt;With QueuEasy, we do not need to spend time on service waiting anymore. We can shop around until the shop pushes you back. This app requires to work with&lt;span class=&quot;Apple-converted-space&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;a href=&quot;http://www.queueasy.com/&quot; style=&quot;color: #1155cc;&quot; target=&quot;_blank&quot;&gt;www.queueasy.com&lt;/a&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div style=&quot;-webkit-text-size-adjust: auto; -webkit-text-stroke-width: 0px; background-color: rgba(255, 255, 255, 0.917969); color: #222222; font-family: arial, sans-serif; font-size: 14px; font-style: normal; font-variant: normal; font-weight: normal; letter-spacing: normal; line-height: normal; orphans: 2; text-align: left; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;&quot;&gt;
&lt;span style=&quot;color: #666666; font-family: Segoe UI,Helvetica,Arial,Sans Serif;&quot;&gt;&lt;span style=&quot;font-size: 12px; line-height: 19px;&quot;&gt;video demo - &amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;a href=&quot;http://www.youtube.com/watch?v=T_0wNscfixQ&amp;amp;feature=relmfu&quot; style=&quot;color: #1155cc;&quot; target=&quot;_blank&quot;&gt;http://www.youtube.com/watch?&lt;wbr&gt;&lt;/wbr&gt;v=T_0wNscfixQ&amp;amp;feature=relmfu&lt;/a&gt;&amp;nbsp;&lt;/div&gt;
&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/3637459717545380775/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2012/06/lumiachallenge-2012.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/3637459717545380775'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/3637459717545380775'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2012/06/lumiachallenge-2012.html' title='LumiaChallenge 2012'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-5062024949976127558</id><published>2012-05-28T22:55:00.000-07:00</published><updated>2012-05-28T22:55:22.280-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="Programming"/><title type='text'>iOS token</title><content type='html'>&lt;br /&gt;
&lt;h3 class=&quot;post-title entry-title&quot; style=&quot;background-color: #141414; color: white; font-family: Arial, Tahoma, Helvetica, FreeSans, sans-serif; font-size: 22px; margin: 0px; position: relative;&quot;&gt;
&lt;br /&gt;&lt;/h3&gt;
&lt;div&gt;
From :&amp;nbsp;http://davehiren.blogspot.com/2012/03/get-device-token-for-apple-push.html&lt;/div&gt;
&lt;h3 class=&quot;post-title entry-title&quot; style=&quot;background-color: #141414; color: white; font-family: Arial, Tahoma, Helvetica, FreeSans, sans-serif; font-size: 22px; margin: 0px; position: relative;&quot;&gt;
&lt;br /&gt;&lt;/h3&gt;
&lt;h3 class=&quot;post-title entry-title&quot; style=&quot;background-color: #141414; color: white; font-family: Arial, Tahoma, Helvetica, FreeSans, sans-serif; font-size: 22px; margin: 0px; position: relative;&quot;&gt;
Get device token for apple push notifications in sencha touch and phone gap&lt;/h3&gt;
&lt;div class=&quot;post-header&quot; style=&quot;background-color: #141414; color: white; font-family: Arial, Tahoma, Helvetica, FreeSans, sans-serif; font-size: 13px; line-height: 1.6; margin: 0px 0px 1em;&quot;&gt;
&lt;div class=&quot;post-header-line-1&quot;&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class=&quot;post-body entry-content&quot; id=&quot;post-body-5975780338349014939&quot; style=&quot;background-color: #141414; color: white; font-family: Arial, Tahoma, Helvetica, FreeSans, sans-serif; font-size: 13px; line-height: 18px; position: relative; width: 586px;&quot;&gt;
&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;
Hello,&lt;br /&gt;&lt;br /&gt;Recently I was working on Apple push notifications with sencha touch and phonegap project. Requirement was to get device token in JavaScript file so that it can be sent to server for getting push notifications. For that first thing we need to do is register device to get Push notifications.&lt;br /&gt;&lt;br /&gt;Please make sure that you have real apple device like iPad, iPhone or iPod touch to test this. This will not work in Simulator.&lt;br /&gt;&lt;br /&gt;To register device for push notifications add following in your AppDelegate.m file. &amp;nbsp;Find method&lt;br /&gt;&lt;br /&gt;&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&lt;span class=&quot;Apple-style-span&quot; style=&quot;font-family: Times, &#39;Times New Roman&#39;, serif; font-size: x-small;&quot;&gt;- (BOOL) application:(UIApplication*)application didFinishLaunchingWithOptions:(NSDictionary*)launchOptions&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span class=&quot;Apple-style-span&quot; style=&quot;font-family: Times, &#39;Times New Roman&#39;, serif; font-size: x-small;&quot;&gt;&lt;br /&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span class=&quot;Apple-style-span&quot; style=&quot;font-family: Times, &#39;Times New Roman&#39;, serif; font-size: x-small;&quot;&gt;Also add following line to define token variable.&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span class=&quot;Apple-style-span&quot; style=&quot;font-family: Times, &#39;Times New Roman&#39;, serif; font-size: x-small;&quot;&gt;&lt;br /&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;br /&gt;&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&lt;span class=&quot;Apple-style-span&quot; style=&quot;font-family: Times, &#39;Times New Roman&#39;, serif; font-size: x-small;&quot;&gt;@synthesize&amp;nbsp;token;&lt;/span&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;span class=&quot;Apple-style-span&quot; style=&quot;font-family: Times, &#39;Times New Roman&#39;, serif; font-size: x-small;&quot;&gt;&lt;br /&gt;&lt;/span&gt;&lt;/div&gt;
&lt;br /&gt;&lt;div&gt;
and add following code at end of the method.&lt;/div&gt;
&lt;div&gt;
&lt;span class=&quot;Apple-style-span&quot; style=&quot;font-family: Menlo; font-size: 11px;&quot;&gt;&lt;br /&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span class=&quot;Apple-style-span&quot; style=&quot;font-family: Menlo;&quot;&gt;&lt;/span&gt;&lt;br /&gt;&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&lt;span class=&quot;Apple-style-span&quot; style=&quot;font-size: xx-small;&quot;&gt;NSLog(@&quot;Registering for push notifications...&quot;); &amp;nbsp; &amp;nbsp;&lt;/span&gt;&lt;/div&gt;
&lt;span class=&quot;Apple-style-span&quot; style=&quot;font-family: Menlo;&quot;&gt;&lt;span class=&quot;Apple-style-span&quot; style=&quot;font-size: xx-small;&quot;&gt;&lt;div style=&quot;font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; [[UIApplication sharedApplication]&amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp;&amp;nbsp; &amp;nbsp; registerForRemoteNotificationTypes:&lt;/div&gt;
&lt;div style=&quot;font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp;&amp;nbsp; &amp;nbsp; (UIRemoteNotificationTypeAlert |&amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; &amp;nbsp; UIRemoteNotificationTypeBadge |&amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; &amp;nbsp; UIRemoteNotificationTypeSound)];&lt;/div&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;span class=&quot;Apple-style-span&quot; style=&quot;font-size: xx-small;&quot;&gt;&lt;br /&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
This will register device for getting push notifications. Please make sure that you have added provisioning profile which configured with non wild card app id and app is configured to receive &amp;nbsp;push notifications in your development portal. Also you need valid developer certificate.&lt;/div&gt;
&lt;div&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div&gt;
After that you need to add following methods at end of the file.&lt;/div&gt;
&lt;div&gt;
&lt;span class=&quot;Apple-style-span&quot; style=&quot;font-family: Times, &#39;Times New Roman&#39;, serif;&quot;&gt;&lt;br /&gt;&lt;/span&gt;&lt;/div&gt;
&lt;div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&lt;span class=&quot;Apple-style-span&quot; style=&quot;font-family: inherit; font-size: xx-small;&quot;&gt;- (void)application:(UIApplication *)app didRegisterForRemoteNotificationsWithDeviceToken:(NSData *)deviceToken {&amp;nbsp;&lt;/span&gt;&lt;/div&gt;
&lt;br /&gt;&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&lt;span class=&quot;Apple-style-span&quot; style=&quot;font-size: x-small;&quot;&gt;&amp;nbsp;&amp;nbsp; &amp;nbsp;&lt;/span&gt;&lt;/div&gt;
&lt;span class=&quot;Apple-style-span&quot; style=&quot;font-size: x-small;&quot;&gt;&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; self.token = [[[[deviceToken description]&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; stringByReplacingOccurrencesOfString: @&quot;&amp;lt;&quot; withString: @&quot;&quot;]&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; stringByReplacingOccurrencesOfString: @&quot;&amp;gt;&quot; withString: @&quot;&quot;]&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; stringByReplacingOccurrencesOfString: @&quot; &quot; withString: @&quot;&quot;];&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&amp;nbsp;&amp;nbsp; &amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; NSLog(@&quot;My token is: %@&quot;, self.token);&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
}&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
- (void)application:(UIApplication *)app didFailToRegisterForRemoteNotificationsWithError:(NSError *)err {&amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&amp;nbsp;&amp;nbsp; &amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; NSString *str = [NSString stringWithFormat: @&quot;Error: %@&quot;, err];&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; NSLog(str); &amp;nbsp; &amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&amp;nbsp;&amp;nbsp; &amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
}&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
- (void)application:(UIApplication *)application didReceiveRemoteNotification:(NSDictionary *)userInfo {&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&amp;nbsp;&amp;nbsp; &amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; for (id key in userInfo) {&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; NSLog(@&quot;key: %@, value: %@&quot;, key, [userInfo objectForKey:key]);&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; } &amp;nbsp; &amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&amp;nbsp;&amp;nbsp; &amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
}&lt;/div&gt;
&lt;/span&gt;&lt;/div&gt;
&lt;br /&gt;&lt;br /&gt;This will get device token and store it to token. Now to send this token to JavaScript we will create a phonegap plugin. Please make sure that this code will work with Phonegap version 1.5.0. They named this version as Cardova.&lt;br /&gt;&lt;br /&gt;First create folder inside plugins folder of your project folder and name it as PushToken and add two files to it PushToken.m and PushToken.h&lt;br /&gt;&lt;br /&gt;Open PushToken.h file and add following code to it.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
#import &amp;lt;Foundation/Foundation.h&amp;gt;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
#import &amp;lt;Cordova/CDVPlugin.h&amp;gt;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
@interface PushToken : CDVPlugin{&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&amp;nbsp;&amp;nbsp; &amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; NSString* callbackID; &amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
}&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
@property (nonatomic, copy) NSString* callbackID;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
- (void) getToken:(NSMutableArray*)arguments withDict:(NSMutableDictionary*)options;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
@end&lt;/div&gt;
&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;div style=&quot;margin: 0px;&quot;&gt;
Now open PushToken.m file and add following code to it.&lt;/div&gt;
&lt;div style=&quot;margin: 0px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;margin: 0px;&quot;&gt;
&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
#import &quot;PushToken.h&quot;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
#import &quot;AppDelegate.h&quot;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
@implementation PushToken&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
@synthesize callbackID;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
-(void)getToken:(NSMutableArray*)arguments withDict:(NSMutableDictionary*)options&amp;nbsp; {&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; self.callbackID = [arguments pop];&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&amp;nbsp;&amp;nbsp; &amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; NSString *token = ((AppDelegate *)[[UIApplication sharedApplication] delegate]).token;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&amp;nbsp;&amp;nbsp; &amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; CDVPluginResult* pluginResult = [CDVPluginResult resultWithStatus:CDVCommandStatus_OK messageAsString:[token stringByAddingPercentEscapesUsingEncoding:NSUTF8StringEncoding]];&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&amp;nbsp;&amp;nbsp; &amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; if(token.length != 0)&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; {&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; [self writeJavascript: [pluginResult toSuccessCallbackString:self.callbackID]];&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; }else { &amp;nbsp; &amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; [self writeJavascript: [pluginResult toErrorCallbackString:self.callbackID]];&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; }&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
}&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px; min-height: 13px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
@end&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&lt;/div&gt;
&lt;div style=&quot;margin: 0px;&quot;&gt;
Now we have to map this plugin. For that open Cordova.plist file and following key value pair to it.&lt;/div&gt;
&lt;div style=&quot;margin: 0px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;margin: 0px;&quot;&gt;
PushToken : PushToken&lt;/div&gt;
&lt;div style=&quot;margin: 0px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;margin: 0px;&quot;&gt;
After that open AppDelegate.h file and add following line to it.&lt;/div&gt;
&lt;div style=&quot;margin: 0px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div style=&quot;margin: 0px;&quot;&gt;
&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
@property (retain, nonatomic) NSString* token;&lt;/div&gt;
&lt;div&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div&gt;
That&#39;s it of phonegap side now we have to create JavaScript file form where we will execute this plugin code. Create JavaScript file with name PushToken.js and add it to www folder. Add following code to it.&lt;/div&gt;
&lt;div&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
var PushToken = {&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; getToken: function(types, success, fail) {&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; return Cordova.exec(success, fail, &quot;PushToken&quot;, &quot;getToken&quot;, types);&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; }&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
};&lt;/div&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div&gt;
Add link of this JavaScript file to your index.html page after phonegap JavaScript file. To get device token wherever you want use following code.&lt;/div&gt;
&lt;div&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
PushToken.getToken(&amp;nbsp; &amp;nbsp; &amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp;[&quot;getToken&quot;] ,&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp;function(token) {&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; global.token = token;&amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp;},&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp;function(error) {&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp;&amp;nbsp;console.log(&quot;Error : \r\n&quot;+error); &amp;nbsp; &amp;nbsp; &amp;nbsp;&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp;}&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; );&lt;/div&gt;
&lt;div style=&quot;font-family: Menlo; font-size: 11px; line-height: normal; margin: 0px;&quot;&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;div&gt;
That&#39;s it and you have your device token.&lt;/div&gt;
&lt;div&gt;
&lt;br /&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/5062024949976127558/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2012/05/ios-token.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/5062024949976127558'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/5062024949976127558'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2012/05/ios-token.html' title='iOS token'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-2304651073536799436</id><published>2012-05-16T08:05:00.000-07:00</published><updated>2012-05-16T08:05:07.345-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="新科技"/><title type='text'>排隊apps</title><content type='html'>點樣解決排隊問題??睇睇以下片段&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;
&lt;iframe allowfullscreen=&#39;allowfullscreen&#39; webkitallowfullscreen=&#39;webkitallowfullscreen&#39; mozallowfullscreen=&#39;mozallowfullscreen&#39; width=&#39;320&#39; height=&#39;266&#39; src=&#39;https://www.youtube.com/embed/fxV3K1raRTA?feature=player_embedded&#39; frameborder=&#39;0&#39;&gt;&lt;/iframe&gt;&lt;/div&gt;
&lt;br /&gt;
&lt;br /&gt;</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/2304651073536799436/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2012/05/apps.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/2304651073536799436'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/2304651073536799436'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2012/05/apps.html' title='排隊apps'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-4742095383780584527</id><published>2012-05-08T17:20:00.000-07:00</published><updated>2012-05-08T17:20:22.096-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="Programming"/><title type='text'>PUSH on Android and Windows Phone</title><content type='html'>做了個測試把 Push notification&amp;nbsp;直接到兩個不同 OS - Android / WP. &amp;nbsp;好厲害超快亦機乎同時到達&lt;br /&gt;
&lt;br /&gt;
&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;
&lt;iframe allowfullscreen=&#39;allowfullscreen&#39; webkitallowfullscreen=&#39;webkitallowfullscreen&#39; mozallowfullscreen=&#39;mozallowfullscreen&#39; width=&#39;320&#39; height=&#39;266&#39; src=&#39;https://www.blogger.com/video.g?token=AD6v5dwhsP7oFgqZk6fb05nMQQl34KS_izeR9_AEqn8oTyaKjxQWSDVhqMb3TJ8bpxLtYAaGxGnxkflqcsyedkiPmw&#39; class=&#39;b-hbp-video b-uploaded&#39; frameborder=&#39;0&#39;&gt;&lt;/iframe&gt;&lt;/div&gt;
&lt;br /&gt;</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/4742095383780584527/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2012/05/push-on-android-and-windows-phone.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/4742095383780584527'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/4742095383780584527'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2012/05/push-on-android-and-windows-phone.html' title='PUSH on Android and Windows Phone'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-3149658203338435152</id><published>2012-04-29T17:02:00.002-07:00</published><updated>2012-04-29T17:02:35.076-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="Programming"/><title type='text'>Windows 7 Push Notification</title><content type='html'>From web:

$uri=&quot;http://db3.notify.live.net/throttledthirdparty/01.00/AAHCuoXMr7ucQphPazXmhi9_AgAAAAADDAAAAAQUZm52OkJCMjg1QTg1QkZDMkUxREQ&quot;; //uri sended by Microsoft plateform
$notif=new WindowsPhonePushNotification($uri);
$notif-&gt;push_toast(&quot;123&quot;,&quot;456&quot;);
&lt;?php
/**
*Windows Phone 7 Push Notification in php by Rudy HUYN
**/
final class WindowsPhonePushDelay
{

const Immediate=0;
const In450Sec=10;
const In900Sec=20;

private function __construct(){}
}

class WindowsPhonePushNotification
{
private $notif_url = &quot;&quot;;

function WindowsPhonePushNotification($notif_url)
{
$this-&gt;notif_url = $notif_url;
}

/**
* Toast notifications are system-wide notifications that do not disrupt the user workflow or require intervention to resolve. They are displayed at the top of the screen for ten seconds before disappearing. If the toast notification is tapped, the application that sent the toast notification will launch. A toast notification can be dismissed with a flick.
* Two text elements of a toast notification can be updated:
* Title. A bolded string that displays immediately after the application icon.
* Sub-title. A non-bolded string that displays immediately after the Title.
*/
public function push_toast($title, $subtitle,$delay = WindowsPhonePushDelay::Immediate, $message_id=NULL)
{
$msg =    &quot;&lt;?xml version=\&quot;1.0\&quot; encoding=\&quot;utf-8\&quot;?&gt;&quot; .
&quot;&lt;wp:Notification xmlns:wp=\&quot;WPNotification\&quot;&gt;&quot; .
&quot;&lt;wp:Toast&gt;&quot; .
&quot;&lt;wp:Text1&gt;&quot;.htmlspecialchars($title).&quot;&lt;/wp:Text1&gt;&quot; .
&quot;&lt;wp:Text2&gt;&quot;.htmlspecialchars($subtitle).&quot;&lt;/wp:Text2&gt;&quot; .
&quot;&lt;/wp:Toast&gt;&quot; .
&quot;&lt;/wp:Notification&gt;&quot;;

return $this-&gt;push(&#39;toast&#39;,$delay+2,$message_id, $msg);
}

/**
*A Tile displays in the Start screen if the end user has pinned it. Three elements of the Tile can be updated:
*@background_url : You can use a local resource or remote resource for the background image of a Tile.
*@title : The Title must fit a single line of text and should not be wider than the actual Tile. If this value is not set, the already-existing Title will display in the Tile.
*@count. an integer value from 1 to 99. If not set in the push notification or set to any other integer value, the current Count value will continue to display.
*/
public function push_tile($background_url, $title, $count, $delay = WindowsPhonePushDelay::Immediate,$message_id=NULL)
{
$msg =     &quot;&lt;?xml version=\&quot;1.0\&quot; encoding=\&quot;utf-8\&quot;?&gt;&quot; .
&quot;&lt;wp:Notification xmlns:wp=\&quot;WPNotification\&quot;&gt;&quot; .
&quot;&lt;wp:Tile&gt;&quot; .
&quot;&lt;wp:BackgroundImage&gt;&quot;.htmlspecialchars($background_url).&quot;&lt;/wp:BackgroundImage&gt;&quot; .
&quot;&lt;wp:Count&gt;$count&lt;/wp:Count&gt;&quot; .
&quot;&lt;wp:Title&gt;&quot;.htmlspecialchars($title).&quot;&lt;/wp:Title&gt;&quot; .
&quot;&lt;/wp:Tile&gt;&quot; .
&quot;&lt;/wp:Notification&gt;&quot;;

return $this-&gt;push(&#39;token&#39;,$delay+1, $message_id,$msg);
}

/**
* If you do not wish to update the Tile or send a toast notification, you can instead send raw information to your application using a raw notification. If your application is not currently running, the raw notification is discarded on the Microsoft Push Notification Service and is not delivered to the device. The payload of a raw notification has a maximum size of 1 KB.
*/
public function push_raw($data, $delay = WindowsPhonePushDelay::Immediate,$message_id=NULL)
{
return $this-&gt;push(NULL,$delay+3,$message_id, $data);
}

/**
*@target : type of notification
*@delay : immediate, in 450sec or in 900sec
*@message_id : The optional custom header X-MessageID uniquely identifies a notification message. If it is present, the same value is returned in the notification response. It must be a string that contains a UUID
*/
private function push($target,$delay,$message_id,$msg)
{

$sendedheaders=  array(
&#39;Content-Type: text/xml&#39;,
&#39;Accept: application/*&#39;,
&quot;X-NotificationClass: $delay&quot;
);
if($message_id!=NULL)
$sendedheaders[]=&quot;X-MessageID: $message_id&quot;;
if($target!=NULL)
$sendedheaders[]=&quot;X-WindowsPhone-Target:$target&quot;;

$req = curl_init();
curl_setopt($req, CURLOPT_HEADER, true);
curl_setopt($req, CURLOPT_HTTPHEADER,$sendedheaders);
curl_setopt($req, CURLOPT_POST, true);
curl_setopt($req, CURLOPT_POSTFIELDS, $msg);
curl_setopt($req, CURLOPT_URL, $this-&gt;notif_url);
curl_setopt($req, CURLOPT_RETURNTRANSFER, 1);
$response = curl_exec($req);
curl_close($req);

$result=array();
foreach(explode(&quot;\n&quot;,$response) as $line)
{
$tab=explode(&quot;:&quot;,$line,2);
if(count($tab)==2)
$result[$tab[0]]=trim($tab[1]);
}
return $result;
}
}

?&gt;</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/3149658203338435152/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2012/04/windows-7-push-notification.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/3149658203338435152'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/3149658203338435152'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2012/04/windows-7-push-notification.html' title='Windows 7 Push Notification'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-8471364838364054364</id><published>2012-03-20T07:38:00.000-07:00</published><updated>2012-03-20T07:38:41.558-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="Programming"/><title type='text'>Mobile devices screen size</title><content type='html'>jquery zoom 解決不同 mobile devices 的 screen 問題&lt;br /&gt;
&lt;br /&gt;
$( document ).ready( function() {&lt;br /&gt;
            var $body = $(&#39;body&#39;); //Cache this for performance&lt;br /&gt;
&lt;br /&gt;
            var setBodyScale = function() {&lt;br /&gt;
                var scaleSource = $body.width(),&lt;br /&gt;
                    scaleFactor = 0.35,                     &lt;br /&gt;
                    maxScale = 600,&lt;br /&gt;
                    minScale = 30; //Tweak these values to taste&lt;br /&gt;
&lt;br /&gt;
                var fontSize = scaleSource * scaleFactor; //Multiply the width of the body by the scaling factor:&lt;br /&gt;
&lt;br /&gt;
                if (fontSize &gt; maxScale) fontSize = maxScale;&lt;br /&gt;
                if (fontSize &lt; minScale) fontSize = minScale; //Enforce the minimum and maximums&lt;br /&gt;
&lt;br /&gt;
                $(&#39;body&#39;).css(&#39;font-size&#39;, fontSize + &#39;%&#39;);&lt;br /&gt;
            }&lt;br /&gt;
&lt;br /&gt;
            $(window).resize(function(){&lt;br /&gt;
                setBodyScale();&lt;br /&gt;
            });&lt;br /&gt;
&lt;br /&gt;
            //Fire it when the page first loads:&lt;br /&gt;
            setBodyScale();&lt;br /&gt;
        });&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
var designWidth = 480; // zoom to fit this ratio&lt;br /&gt;
var designHeight = 762; // not 800 b/c top bar is 38 pixels tall&lt;br /&gt;
var scaleChange = 1; // % change in scale from above #s&lt;br /&gt;
&lt;br /&gt;
function zoomScreen() {&lt;br /&gt;
 var docWidth = window.outerWidth;&lt;br /&gt;
 var docHeight = window.outerHeight;&lt;br /&gt;
&lt;br /&gt;
 if (docWidth != designWidth) {&lt;br /&gt;
  var scaleX = docWidth / designWidth;&lt;br /&gt;
  var scaleY = docHeight / designHeight;&lt;br /&gt;
  if (scaleX &lt; scaleY) {&lt;br /&gt;
   $(&#39;body&#39;).css(&#39;zoom&#39;, scaleX);&lt;br /&gt;
   scaleChange = scaleX;&lt;br /&gt;
  } else {&lt;br /&gt;
   $(&#39;body&#39;).css(&#39;zoom&#39;, scaleY);&lt;br /&gt;
   scaleChange = scaleY;&lt;br /&gt;
  }&lt;br /&gt;
 }&lt;br /&gt;
}</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/8471364838364054364/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2012/03/mobile-devices-screen-size.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/8471364838364054364'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/8471364838364054364'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2012/03/mobile-devices-screen-size.html' title='Mobile devices screen size'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-5310906863629268394</id><published>2012-01-29T21:32:00.001-08:00</published><updated>2012-01-29T21:32:57.110-08:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="術數"/><title type='text'>林國雄信箱</title><content type='html'>初學八字就當然會四處找人問問  今天找回林國雄信箱幫我睇的一些回覆  那時時間為 2002 年 12 月  我第一年跟余老師學風水的年份 也算是初踏玄學界&lt;br /&gt;
&lt;br /&gt;
姓名：ALEX NG&lt;br /&gt;
性別：男           婚姻狀況：未婚&lt;br /&gt;
出生年月日時：新曆一九七三年十一月四日十三時二十五分&lt;br /&gt;
&lt;br /&gt;
詢問事項：1.八字中五行的喜忌？&lt;br /&gt;
                 2.何時事業才會暢旺？什麼事業才好？&lt;br /&gt;
                 3.是否適合創業？&lt;br /&gt;
                 4.正財及偏財運如何？ &lt;br /&gt;
                 5.何時會結婚？&lt;br /&gt;
&lt;br /&gt;
    吳先生的八字為癸丑、壬戌、甲辰、辛未。辰戌丑未齊，四庫齊沖，不能在一個地方待得太久，故適宜從事服務性行業，左撲右撲為合。&lt;br /&gt;
　&lt;br /&gt;
    八字喜木喜火，虛齡廿九歲起行火運，一直好下去。&lt;br /&gt;
　&lt;br /&gt;
    婚姻一定要遲，早婚易離婚。虛齡廿九歲後始可論婚姻。&lt;br /&gt;
　&lt;br /&gt;
    八字身旺，不旺偏財。正財於虛齡廿九歲後轉好，亦適宜於虛齡廿九歲後創業，宜選木火行業。</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/5310906863629268394/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2012/01/blog-post.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/5310906863629268394'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/5310906863629268394'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2012/01/blog-post.html' title='林國雄信箱'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-4988853525694478793</id><published>2012-01-25T00:56:00.000-08:00</published><updated>2012-01-25T00:56:57.483-08:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="Physics"/><title type='text'>2012 外星文明的信息 - Part 1</title><content type='html'>這幾天被一本書(我被外星人綁架 11 次)吸引。關於外星人、UFO都聽好多。真真假假 自行判斷。而這本書講的不只是作者聲稱被綁架，我感興趣的是書裡面的數學! 真的大開眼界。先不理作者講的是真是假，但裡面的數學斷估作者作不出來的。因裡面所寫的連當今物理學家也在研究中，而作者只有小六程度的數學。除了數學外，作者亦畫了以下這張圖。最後那個行星在當時沒多人知而這張圖是 2002 年畫的。一輸入程式 你會見原來這些行星的排列就是出現在一個重要日子 - &lt;b&gt;2012年9月21日&lt;/b&gt;!  即今年。會有什麼事沒人知，也可能什麼事都沒。但最多人猜是人類會見到外星人出現整個天空。另一圖在這些行星傍有兩條蟲洞，如果真的人類就真的認真思考自己的位置，我們太渺少。&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh7Wct8TV1YTqalAbiMCiPOYKGHm-Jb3gRZPMRHqAM9a0uymL4xZY1UDf7r70dldxHQHoxUhs7u8mD1GCyn0cjsacTZQ7qabQ9k77RNemJRELqGboIhaLK-bgKuBhTCt2WTXs0cUsJIxVI/s1600/stan2.jpg&quot; imageanchor=&quot;1&quot; style=&quot;&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;305&quot; width=&quot;320&quot; src=&quot;https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh7Wct8TV1YTqalAbiMCiPOYKGHm-Jb3gRZPMRHqAM9a0uymL4xZY1UDf7r70dldxHQHoxUhs7u8mD1GCyn0cjsacTZQ7qabQ9k77RNemJRELqGboIhaLK-bgKuBhTCt2WTXs0cUsJIxVI/s320/stan2.jpg&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;br /&gt;
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&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiX6ruzmqCFDJIrms1U171C2cUfD3eO7yz2xdfMIE32zxz6z7aKHvWB-qaP4m97JifPN3VZGAn8_IkbKgq2-abHg2K_rk_KkjIMr0hblvfS2eqGqulPNaOOKabqlcyZdEnAFunlurTnRRI/s1600/stan3.jpg&quot; imageanchor=&quot;1&quot; style=&quot;&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;255&quot; width=&quot;320&quot; src=&quot;https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiX6ruzmqCFDJIrms1U171C2cUfD3eO7yz2xdfMIE32zxz6z7aKHvWB-qaP4m97JifPN3VZGAn8_IkbKgq2-abHg2K_rk_KkjIMr0hblvfS2eqGqulPNaOOKabqlcyZdEnAFunlurTnRRI/s320/stan3.jpg&quot; /&gt;&lt;/a&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/4988853525694478793/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2012/01/2012-part-1.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/4988853525694478793'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/4988853525694478793'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2012/01/2012-part-1.html' title='2012 外星文明的信息 - Part 1'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh7Wct8TV1YTqalAbiMCiPOYKGHm-Jb3gRZPMRHqAM9a0uymL4xZY1UDf7r70dldxHQHoxUhs7u8mD1GCyn0cjsacTZQ7qabQ9k77RNemJRELqGboIhaLK-bgKuBhTCt2WTXs0cUsJIxVI/s72-c/stan2.jpg" height="72" width="72"/><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-4026927470744934300</id><published>2011-12-22T08:20:00.000-08:00</published><updated>2011-12-22T08:20:17.353-08:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="IT"/><title type='text'>Google / Microsoft / Nokia / Apple 科技公司</title><content type='html'>今天突然好想寫寫這幾間科技公司 因我跟他們的 IT 及 PR 接觸過， 他們是科技界的龍頭。&lt;br /&gt;
&lt;br /&gt;
Google事緣 2007 年 因比賽勝出而跟那些技術人員溝通。Google (不知內地或台灣) 的 技術非常好，回覆我的問題好快亦好專業。香港 marketing (也是操國語的) 說話超快，也好好效率。我曾試過晚上 11:00 send mail, 不到 5 分鐘便回我。 所以 Google 請的人確是一流。只是最後有些感覺怪怪因那時超過 Budget 幾百元 都沒得 claim haha...&lt;br /&gt;
&lt;br /&gt;
Nokia - 亦是比賽所以接觸他們香港的 marketing. 可惜他們沒有給我好印象。他們叫我弄些本土味重的 apps然後交給他們測試，我照辦。第一次 ok 有回 (隔好耐)。之後 N8 出又弄，可惜這次一點回覆也沒。簡直浪費時間。比賽是有獎金的，若我沒問 相信可能會沒人提。還有就是 NOKIA China。那次搞比賽 我也有參加。但結果公布日完全沒消息。我走去 Nokia China Forum 問，回覆已過 連誰勝出也沒人知。唉 好難想像咁大間公司，d marketing 可以是這樣的。所以現在沒有搞 Nokia 的東西。當然v非常睇好 Windows Phone的前景。 Nokia 好彩能跟 MS 合作。&lt;br /&gt;
&lt;br /&gt;
Microsoft - 最近因為參加 MS 的 first apps 比賽，所以直接 send email 問 MS HK 香港人能否參加&lt;br /&gt;
&quot;HI,&lt;br /&gt;
 I am living in Hong Kong.  I just want to make clear that whether Hong Kong Citizen can enter MS First Apps Contest or not?&lt;br /&gt;
&lt;br /&gt;
Thanks&quot;&lt;br /&gt;
&lt;br /&gt;
有位職員回&lt;br /&gt;
&quot;&lt;br /&gt;
Dear customer,&lt;br /&gt;
&lt;br /&gt;
Thank you for contacting Microsoft Hong Kong Customer Service, my name is xxxx, and I am glad to be of assistance.&lt;br /&gt;
&lt;br /&gt;
From your email we understand that you might receive some problem on MS App issue. For server product issue /development product issue /�燫ow-to�� issue /issues of product under Volume License /free downloadable software issue, we provide a free Self-Help Online Support via &lt;br /&gt;
Knowledge Base articles at http://support.microsoft.com, or community-based forums at http://answers.microsoft.com and http://social.microsoft.com/forums/zh-hk/categories, where you can search, browse, and post questions and answers.&lt;br /&gt;
&lt;br /&gt;
Additionally, you may also want to visit our technical resources for IT Professionals at http://technet.microsoft.com/en-us/default.aspx, or development resources for programmer at http://msdn.microsoft.com/en-us/default.aspx.&lt;br /&gt;
Moreover, you can purchase Microsoft Professional /Personal Support. Please refer to the following website for Terms and Conditions:&lt;br /&gt;
http://support.microsoft.com/gp/offerprophone/en-hk.&lt;br /&gt;
&lt;br /&gt;
http://support.microsoft.com/gp/offerperphone/en-hk.&lt;br /&gt;
&lt;br /&gt;
I hope the above information I provided is able to address your enquiry. If you have further questions, please feel free to contact us on our hotline (852) 2388-9600, or Macau Toll Free Number (853) 0800-760, after selecting language, press option 3. It will be our pleasure to assist you further with your inquiry.&lt;br /&gt;
&lt;br /&gt;
Thank you for giving me the opportunity to serve you. Our goal is for you to be �焻atisfied�� with our service.&lt;br /&gt;
 &lt;br /&gt;
Thank you again for contacting Microsoft.&quot;&lt;br /&gt;
&lt;br /&gt;
各位 我想知這算是 &quot; 九唔答八嗎&quot;?&lt;br /&gt;
&lt;br /&gt;
好 可能我問得差，再問&lt;br /&gt;
&quot;HI,&lt;br /&gt;
 I think you have misunderstood my question.  MS announces a global contest&lt;br /&gt;
(see the link)&lt;br /&gt;
https://buildwindowscontest.com/&lt;br /&gt;
&lt;br /&gt;
 However, it doesn&#39;t mention HK citizen can join this contest or not.  Thus, I&lt;br /&gt;
want to ask and if HK citizen is not allowed to join, then I don&#39;t need to&lt;br /&gt;
develop the apps for this contest.&lt;br /&gt;
&lt;br /&gt;
Hope it is clear enough&quot;&lt;br /&gt;
&lt;br /&gt;
佢覆:&lt;br /&gt;
&quot;&lt;br /&gt;
Dear customer,&lt;br /&gt;
Thank you for contacting Microsoft Hong Kong Customer Service, my name is xxxx, and I am glad to be of assistance.&lt;br /&gt;
&lt;br /&gt;
 From your call I know that you want to know about Microsoft windows 8 first apps issue. I am pleased to provide you the following information for reference:&lt;br /&gt;
&lt;br /&gt;
MSDN hotline: +852  3002 7866&lt;br /&gt;
&lt;br /&gt;
I hope the above information I provided is able to address your enquiry. If you have further questions, please feel free to contact us on our hotline 2388 9600, after selecting language, then press option 3 and 1, it will be our pleasure to assist you further with your inquiry.&lt;br /&gt;
&lt;br /&gt;
Thank you for giving me the opportunity to serve you. Our goal is for you to be �焻atisfied�� with our service. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Thank you again for contacting Microsoft.&quot;&lt;br /&gt;
&lt;br /&gt;
見到嗎? 究竟香港人能否參加? 到現在是個 -- 謎。&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Apple - 因為最近有個 apps 被 reject 所以感受好深。Apple 連續 3 次 reject，我也 3 次回覆 講理由。到最後他們放出 17.2 條 reject 的理由，真的到終審了，結果也是 REJECTED.  於是我又寫一大編理由說明我沒有違反條例。哈 他們真的有睇亦最後 approved!  這次我好感受到 他們不是亂來的。 只要你能交出合理的解釋， 他們確是會重新看及審閱。好有人情味!!&lt;br /&gt;
&lt;br /&gt;
日後如能再接觸科技司，心中也有數他們的 style是怎樣。</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/4026927470744934300/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2011/12/google-microsoft-nokia-apple.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/4026927470744934300'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/4026927470744934300'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2011/12/google-microsoft-nokia-apple.html' title='Google / Microsoft / Nokia / Apple 科技公司'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-3870778202933194316</id><published>2011-11-13T18:50:00.001-08:00</published><updated>2011-11-13T18:50:34.818-08:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="術數"/><title type='text'>怎样分析六亲</title><content type='html'>(转贴)张泽华：怎样分析六亲&lt;br /&gt;
&lt;br /&gt;
怎样分析六亲 (2008-12-19 11:34:23)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
     这是一篇16号上午给江苏一位弟子的八字讲课录音整理资料，现拿来供大家借鉴一些喜用神无法突破的盲区。&lt;br /&gt;
&lt;br /&gt;
    X命：一九六九年—月—日—辰时生&lt;br /&gt;
&lt;br /&gt;
          己酉&lt;br /&gt;
&lt;br /&gt;
          乙亥&lt;br /&gt;
&lt;br /&gt;
          丁酉&lt;br /&gt;
&lt;br /&gt;
          甲辰&lt;br /&gt;
&lt;br /&gt;
    这位弟子因为是第一次听笔者的课，所以全部的讲课内容是以这位弟子的八字来讲解如何六亲定位和分析六亲。&lt;br /&gt;
&lt;br /&gt;
    一：母亲的分析：&lt;br /&gt;
&lt;br /&gt;
    时干甲木为母亲，定位后就以这个甲木为太极点，也可以看成是日元，丁火是食伤星，乙木是比劫星，己土是财星。天干只跑出来这三个星，那么官杀星和印星就不用去考虑了，只看着三个星就知道其母一些事情。己土被乙木所克，财星被制，其母做过生意，而且还是合伙做的，但做的不太理想，是自己不愿合伙做了。【事实上正如笔者所断】这些是怎么看出来的，制财的是乙木比劫，比劫是朋友，故是和他人合伙做生意。甲木生丁火来泄乙木，乙木制己的力量不够，因为是甲木生着丁火来制乙木，所以其母的生意除了做得不太理想之外，也是自己先退出来的。&lt;br /&gt;
&lt;br /&gt;
    母亲的兄弟姐妹如何来看，甲辰是【雷风恒】卦，【震】为母亲，三至五爻的【兑】为二，表示其母亲是姐妹两个，二至四爻还有一个【乾】卦来比助【兑】卦克着【震】卦，说明上面会有兄姐，再从一至三爻的【巽】卦来看，【巽】为长女，这个时候要将【巽】卦看成是长男，为什么要这么看呢？因为【震】卦是长男却代表了女性，所以【巽】卦就要反过来看。【巽】卦上面是【乾】卦，【乾】为老男，【震】卦下面是【兑】卦......，从这些就知道其母亲上面有一个兄长。要是想看其母亲的身体，也是将【雷风恒】卦展开就能一目了然，基本上会不带错的。&lt;br /&gt;
&lt;br /&gt;
    二：父亲的分析：&lt;br /&gt;
&lt;br /&gt;
    日支酉金为父亲，为什么不将年支的酉金看成父亲，因为这个八字有两个偏财，年支的酉金没有紧贴丁火，所以就把紧贴丁火的酉金定位成其父亲。偏财在地支，所有的天干就不要去考虑了，只看和酉金有关系的三个地支。月支亥水是其酉金的食伤星，年支酉金是其比劫，时支辰是其财星。日支酉金制时支辰财星，从这点来看其父亲的职业也是做生意，可是年支的酉金生月支的亥水来泄代表其父亲的这个酉金，酉金制财的力量就很小，那么其父亲就不会在生意场上有一席之地。但是，酉金毕竟还是制着财，这个时候就因该考虑其父亲是有一个单位。&lt;br /&gt;
&lt;br /&gt;
    三：丈夫的分析：&lt;br /&gt;
&lt;br /&gt;
    天干没有壬癸水，只有月支亥中藏有壬水官杀，亥代壬水，年支日支双酉是亥水的印星，时支辰是亥的食伤星。辰的本气戊土是亥的官杀，辰代戊土官杀，酉金合制辰，官杀有制，按说其夫必有官职在身，但是再看日支的酉金的力量被亥水泄，而且这个亥水还有年支的酉金生，其夫就不会有官职了，只会在一个好点的单位供职。其夫还会和别人做点生意，这个怎么看，就留给大家一个思考的空间。&lt;br /&gt;
&lt;br /&gt;
    四：女儿的分析：&lt;br /&gt;
&lt;br /&gt;
    年干己土为女儿，月干乙木是官杀星，日干丁火是印星，时干甲木也是官杀星，丁火制着乙木，官杀有制，其女儿日后必会在政界有一席之地，而且还是得到一把手的提携。现在其女儿的学习有点欠妥，这个怎么看？这个八字现在走己卯大运，己合时干的甲，丁火制乙木的力量就很弱，所以其女儿的心静不下来，学习就会大打折。&lt;br /&gt;
&lt;br /&gt;
    以上这些是分析六亲的基础，须知一物一太极。</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/3870778202933194316/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2011/11/blog-post_13.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/3870778202933194316'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/3870778202933194316'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2011/11/blog-post_13.html' title='怎样分析六亲'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-5070771244684602439</id><published>2011-11-11T07:10:00.000-08:00</published><updated>2012-01-30T21:11:52.048-08:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="新科技"/><title type='text'>餐廳訂位功能</title><content type='html'>今天朋友傳給我一個 msn 說有商場 全港首創餐廳訂位功能 &lt;br /&gt;
&lt;br /&gt;
沙田新城市廣場: http://www.newtownplaza.com.hk/chi/promotion_poster2.html&lt;br /&gt;
尖沙咀 K11: http://news.now.com/home/local/player?newsId=23942&lt;br /&gt;
&lt;br /&gt;
聽後突然有點感觸因這意念我 在 2008 已想出來&lt;br /&gt;
以下兩條 link 就是當年的訪問  當年我為這麼用起了個名叫 iMall.  我還參加 ICT awards 入到最後五強.  好記得有位做警察的評審不停問 如果吃魚蛋粉怎訂位? 我真的想笑 這問題也問得出...最後可能因不能在吃魚蛋粉訂位而沒拿最後三名...哈哈&lt;br /&gt;
&lt;br /&gt;
http://www.takungpao.com.hk/news/08/11/02/GW-984338.htm&lt;br /&gt;
手機寫Program / 影相為 Design” – Leisure People, Hi-Tech Weekly Issue 482, P100-101, 2008&lt;br /&gt;
&lt;br /&gt;
大公報(2008)這樣寫的&lt;br /&gt;
&quot;本港市民未來也許再也不用為在哪間餐廳吃飯、如何訂座的事情煩惱了。Imall是安裝在流動電話的應用軟件，顧客用可上網的手機，便可查詢餐廳的位置、座位空缺和優惠情況等，並在網上處理訂座及排隊事宜，未來將設手機提醒功能，讓你可以不用留在餐廳傻傻等位，及時返回就餐，靈活又方便。&quot;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
話說回頭, 今天試了一下這聲稱全港首創的系統...我勸他暫不好堆出了...基乎不work...我當年遇的問題,這系統比我的更糟..或許試驗階段吧...希望有所改良..其實如跟這系統比..打個電話簡單好多...現在我看行政的工作多了好多.&lt;br /&gt;
&lt;br /&gt;
那有沒有更好的做法?當然有...先賣個關子</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/5070771244684602439/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2011/11/blog-post.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/5070771244684602439'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/5070771244684602439'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2011/11/blog-post.html' title='餐廳訂位功能'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-779754331148630052</id><published>2011-10-25T17:33:00.000-07:00</published><updated>2011-10-25T17:36:47.739-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="新高中資訊及通訊科技課程架構"/><title type='text'>新高中資訊及通訊科技課程 - 多媒體製作及網站建構</title><content type='html'>今年年頭受聛於 VTC 教了一班中學老師、主任、副校長等的老師 預備 新高中課程 - &quot;教統局新高中資訊及通訊科技課程知識增益系列：(11) 使用 PHP 及 MySQL 建構網站&quot;&lt;br /&gt;
老師就是老師，好嚴肅，我點講笑大家都是望著電腦，日後有機會都想再教這類新高中課程因課程內容挺實用有部份甚至是大學一年級的內容。</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/779754331148630052/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2011/10/blog-post_8873.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/779754331148630052'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/779754331148630052'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2011/10/blog-post_8873.html' title='新高中資訊及通訊科技課程 - 多媒體製作及網站建構'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-4186587091543497127</id><published>2011-10-25T06:27:00.000-07:00</published><updated>2011-10-25T06:27:42.666-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="新高中資訊及通訊科技課程架構"/><title type='text'>高中資訊及通訊科技課程架構</title><content type='html'>高中資訊及通訊科技課程架構&lt;br /&gt;
&lt;br /&gt;
1.必修部分&lt;br /&gt;
A. 資訊處理&lt;br /&gt;
B. 電腦系統基礎&lt;br /&gt;
C. 互聯網及其應用&lt;br /&gt;
D. 基本程式編寫概念&lt;br /&gt;
E. 資訊及通訊科技對社會的影響&lt;br /&gt;
&lt;br /&gt;
2.選修部分（ 選修一項）&lt;br /&gt;
A. 數據庫&lt;br /&gt;
B. 數據通訊及建網&lt;br /&gt;
C. 多媒體製作及網站建構&lt;br /&gt;
D. 軟件開發&lt;br /&gt;
&lt;br /&gt;
3.校本評核</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/4186587091543497127/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2011/10/blog-post_25.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/4186587091543497127'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/4186587091543497127'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2011/10/blog-post_25.html' title='高中資訊及通訊科技課程架構'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-5136158730040866413</id><published>2011-10-24T09:11:00.001-07:00</published><updated>2011-10-24T09:20:05.222-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="Image Processing"/><title type='text'>壓縮傳感</title><content type='html'>Image processing 流行的研究 - Compressed Sensing &lt;轉載&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;img alt=&quot;&quot; src=&quot;data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAApQAAACtCAIAAACBR3gnAAAgAElEQVR4nLy8ZXCk2Z3uOZ83dr9s3IW4uzdiJ8Yz9hjabjd3dTFXiRlSkFJmKpVKZmZmlFLMzMwMJYZkRrGqmtz2uN3dpf1wPNq+Hvv6RuzGRvwj481UvnDeqsjfeZ7/c95/uPXpxyIh36DXDg70qVUKOo1CJhEyM9IKIHkGvbYEWkSnUSRiYW5OVgm0qByJ4HJYUomIw2YmJrwwGnQ0KjklOZFGJSsVsuysjJzsTK1GJZWIREK+tcoCK4UmJyVYzEY4rCQjPZVCJpqM+sKCfBqV/PzZEy6HZTEbySTCvbu3b3/2aQEkb2J89MH9u3du30p4+fzWpx8b9Fp0RXl6WkoFCvn0ySNoceGv3/nlwwf3TEY9rBQKLS4sLSmWSkQFkLzcnCwBn/vs6WMspiI5KeHli2cMOrW0pFinVVdVmpFlcCqFlJWZrlTIIPm5Tx4/LC4qIBHxL188q7SY8DhMCbSos6OtuamBSMBlZaaTSQQyifDg/l0el/3wwT2RkM9mMe7dvV2OROTn5cBKoXm52Xm52TgsOj8vJysz3WwyYDEVCHhpaUlxVmZ6UuJLAZ9bhoAlJrzgsJlCAY9MIjx8cI9IwOVkZxYVQhh0amtLU6XFRKdR2ExWW0vr9dvr67c/tDc3ETGokf4e19H+3uZ6X2dbS30Nk0IU89j4CuT2+goZhx7u6663WogYlFYh1SllrQ21c5NjUgFXwufY93f4LLpKKhrq7aq3Wsph0EqDdmZ8pK+zbbive3JkkMugyoS88aF+KgHLYVLGR/qbG6qVMqFSJoRBIesr871drWIBO+nlE0huRld701B/162P36tAlmZnJCNKC9eW58pgRSa9ikkj4jFIOgX/5OEdHpM6OzFCJ+EUYr5KKhzs6SBiyvUqWZVZh8cgDVoFtDBXJubpNXIOkxIJerQqaUtjjZDHFPKYc9Nj2AoEhYhRK8QcJkWvkY8N92lVUp1a5nPb+rrbZGIehYhpbqhm0UnoclhLY00FsnR5YZrDpEAL8nQqOaKkyKhVCbksFo1s1KqQMGhtlXm4v0ci4Ip4bIVESMZj2HRKS0MtphzBY9G72ppHB/uoRBymHGHWa4jYCpVUuL40Fw/5Whvrludn+DzO66uL6+sfrt9+V1EG06nkO6/WAh7ncH9PQ02VTiVnkPFcBsWkVXa3NRk1iq7WRi6DQsSUN9dZrSZdX2drX2erUiIYH+pbnpuymnR1VabGmsq2xlomhdDd1jQ22NvaUNPX2apXyagEzML0eKVBw2NSFWL+yvx0Z0tDb0dLcX42m0ZanJmYnRgpKcjNzUgpKch1HGxhy0vfe+dnRExZasITlZTfUl+llPDam+rQZaVCDoOIKX9095ZaJqqtNFYZtRq5WK+SNVRb+CyaSatsqLbQiFg+i1YOK5YKOHVVpkqDxra3pVfJBns6DGp5a1N1e0stl0Xu7Wpua65RSHlz0yM9nU0yIbeh2uJzHrU31dFJOKNGUWnQiHksnVLKY1I7WxqG+7pwKASHTmZSCFQCpqm2SiHmq2UiMKiB7vbaSiOdhOMyKCqpkEUlNlRb2pvqNHJxf1dbjcUw3NdFJ+F4TGpHc71eJRvu64oFvSGvs6+7ZXVpts5adf32+vqHt2/eXOkNKo/36OQ4fH4Wc9j3lxZnRkf6Bwe6B/q7ggH31OTo3Ozkwvx0Y0N1U2PNwEDH3NzY7u7a5MTwxPjQ0eHO/t7m1ubq8tLs1uZqf19nVaVhe2ttfW1xcWHa73NOT40OD/XabXvTU2Mjw/12234sGnQ6DleW5wf6u2emxx3OvfWNhc6uJoGAMTzcbTvYFPLoeo20qbHGWmXs6W7r7Gju7Wk3m7TVVpPJqJFK+CqlpLGhem524vBge2lxpqe7bXJiuLu7eXp6eH5+vLW1VqEQ6HSyzs7G0dHe7e0Vp3Nve3vl4OBVMOiMRr3n55F43H9+Hjg99V1cBKNRZyzm8vn2j489l5chp3Pn1av59fXZ9fXZkZGu2dnhxcVxm22zu6utsaFma3Otp7t9Ynx4f2+rt6djfGyorbVxdWXB47YvLc5WWgxmk254qG99bSkQcESj3uPjgM9nCwad4bDb4dj1eA79fns47I5EPPFY8Ksvr+Kx0PbWusdtv77+4dtv/+3s7CQU9p2exS6vTuLHoWDIE/C7/D6nz+vwuG035fXYIxGP3b6zt7fucu3H4/6zs3As5guFXHb7zqtXizbbts9ns9m2AwHH5WUsGvUGg06fz3Zz9mDQGQq5olFvIGBzuXaPjl4dHb2y27fs9q29vdXNzYXd3ZX9/TWwvbExB+7J8vLkyGDH8ED78ED7+Ej3wuzI9qsFp20r6Dva2JhbWppYW5vZ3l7a2lrc31+z2Tb39lbt9q2NjbnZ2eGFhbHd3RW3e8/l2j04WPf6D/1BWzjqisY90bgnHHUFww5/0BYOO/9qLS1NbW4u2e074Gb6/fab4Tscu0dHW/v7G/v7G0dHWw7Hrsu1v7e3vr+/4XTugWGGw26wYyTi+W9UNOqNRr3/gMdhbn36MR6HqUAhk5MSCiB5z589uXf39gfv//b5sydKhUwuk8BhJXQaJTHhRXFRQWlJsbXKkpjwQq/TdLS3atRKoYCXkpz4s5/+cwEkLyc7Mynx5fvvvfuzn/4zrBQq4HO5HBYBj620mJ48fojHYRRyKYmIz8/LefL4IZ/H0aiVH334/tMnj7KzMl6+eMZmMcoQMPD28aMHv3331/l5OSwmPTkpoQRalJmRdu/u7c9ufZKdlaFUyEhE/LOnj9EV5SXQorTUZCqFJJOKySTC3Tuf5eVmT06MEfDY/LycokLIp5989Ot3fllYkA+HleTlZjfU187PzcBKoSnJiRw202I2fvLxhwWQvPS0FAqZmJKc+PzZE7FIAC6eRiXrtGoSEY/HYWhU8r27t6HFhTKp+MH9u4UF+YUF+WOjwxUo5E/+6R/v3L6lVikaG+oSE158+slHNdVVBDw2OSnh3t3bJqP+5YtnT588spiN0OJCCpnIZjH0Os3DB/dePn/R291z/fb6+ofvg14Pk0LEliNaG2q5DCoBXc5j0orysqGQ3GcP7+mUsonhgf6udjGPbVArUPASvUreUl/TVGsl49BnsXB7U/3OxqqEzykpyMtITtCr5GwaGVYEyU5LTn7xtKO5wahRmnXquckxk1ZVmJ810NvR3dHc3FCNKisR8VktjTWdbY2JLx7TyDhsBYJGxnW1N5HwFSR8BRGHystOS016XmnSGrSKMliRWMAugmQ/vHcrOy1JJuSuL83xmFR0WWlHc31eZmqVUSsT85YXpok41LPH96orDV++OSfhK3RqGZmATnzxGFuBkIl5PDZNLuFHgp7drTUmjchmkF32fYmQQ8CWiwVsmZhXV23GY5BMGnFmcmSwr7OmylhrNS0vTKvkIr1aUWnUwaGF3e0tYj4HUVJk0CgbaqoCHie0IO/urY8pBOz+9iuLQYuEQVUy8erinEmnLinMp5MJCzOTD+9+ZjUbJkeHzDqVmMeamxwd7O1KTXzB5bCikdD19Q/f//H3jbVWpVSkU8nbmup5LDqPRZeJ+PBiSAWihIyrGOrtnJ0YaWusrTbrcShEBaKkpb56oLu9o7l+bnLUbdtva6zdXl/Wq2TpSS+YFAJgGwGNRJYWaeRijVzc1do42NOxubqIgkN5TGpvR8vsxMhAdzuXQRHzWK0NNZUGTWlhHoOMJ6CR/V0tA92tFYhiMq4ch4IhSwuImDK9SmLUKEhYVFlJ4cM7n2alJmKQMItePTsxIuIyOXRyXZUpLzN1pL+7xmKYnxpLfvGktDDvcOfVzsYKn0VrrrOi4FASFqWUCJobqpQy/u7WysVp2GrRysSc4YHON5dxqYAjF/HMOtXc5GhznZVFJS7NTq4vzbU21IwN9vZ3tbU11irE/GqzXikRENDIVysLDDIeg4QpxPyp0cGe9ubstKSXTx5UGbVex6FUwKESMBPD/WuLsxI+W6+SLc9NaeRiCh492NPRVFvV19na3lRn3982G5QkfEWl0XD99vr67fUf//iHtfXFpeVpj9tmt+292lheXJgeHOjuaG+qqTYPDfZ8+cXVl19chYLekeG+keG+1dXZQMDx+een8VgwGvF/+cXl+VksFg0MDfYoFeKB/q72tsaO9qZqq8laZZyfm9x8tXJ0uOOw7zvsB0uLsw77wclx5OQ4Egx41lYXF+anj2zbO7tr8wsTQ0Nd29sr5yehjdW5/Z213p72utrK7q7W4aHe9bXFwYHuutpKFpMiEnIqLfquzpbtrTWP27ayPDc7M74wP3Vw8MrrPbLZticmBnp7W1dWZgIBRzzu39xcWl6enpoaevVqMRh0RiKeeNx/fh45PvZEIo6TE2887j4/D4RCtmjUGYk4rq6igBbHxz6PZ9/vP3K5doNBezDg6e/rmpkeHxsdPDzYOTzYaW9rGhsdXFmet9v2N1+tNjfVNTXW7u9tRcL+jfVlv98eiXiOjwOhkAsww27fcTr3zs8j4bA7HHafnkROjsPbW+vzc1PBgOf6+ofvv//T55+/jh+HT89i5xfxk9NI/Dh0fhY7P4udnUbPTqPnZ7GL8/jV5cnrq9Pz88jJSfD4OHB2Fj4/j5yehk5PQ2DjL+YNJydBMPBQyAVIBmAWDrtjMV806g4G7V7vgcez7/Mder0HTucOALnTueNwbB8ebuzvrx0crO/vr+3sLDttW39RLvu2y77t8ezb7Vsu1y44SCBgC4edfv+R273ndO44nTs+32Ek4gqHnR7P/tHRK1/gyB+0hSLOcNQViblv4B0KOf5qud0HXu9RIOC4AXA47AYjCgadgYDD77f7/fZAwAHmJS7XvtO55/EchkIuMHZwE/674K2QS7OzMnRadTkS8fjRg4cP7j1/9iQp8aVCLrWYjQq5VC6TpCQn5uVmoyvKYaXQ4qKC2hpre1tLZkba0yePhAIeqrxMLpN89OH7QGLmZGemp6V8+slHSYkvxSKBQi4lEnBikSAnOxNaXEjAY4Fc5nJYQIMyGTQcFs3ncXRatUIuxaBRNdVVSoUMDit58vhhdlaGQa/Nz8vBoFGwUujjRw94XHZaajKyDA4mHCajPjcnKzsroxyJIBJwxUUFLCadxaRD8nNhpVACHksi4rOzMvJys7OzMkqgRTnZmVwOqwwBe/Twvk6rLkPALGYjmE9A8nPLELDiooL3fvub5KSE2hrrQH+vXqeRiIUIeOndO5/9/F9/+uTxQzqNQsBjH9y/e+/u7WdPH+fmZNFplOysjF+/80salVxaUvzB+7+lUkgatRJdUd7e1sLncagUUlLiyw8/eC87KwNaXPjwwb2U5MQXz5++eP4UjaqoNFt++O7767c/nB/H1TKxkMNcnpsm49AYJBySnUHGoZUS4f7WRldr097mulIipBKwapm40qDVq+QaueQkEhwb7CvOz5GL+PVWy8L0BJ2Eh2RnrC/NEzEomZAHK4LkpKdIBdyxwb6p0aHWhlq5iE/CV9TXWIQ8plImnBofqjRpxQJ2Y12VViWtqzbPTY/NTI7097S3Ndd5nIdVZp1YwIZBIXqNfHJskEUntTbVcllUHLpsYrgfg4TNjA8L2PSm2qrhvi5kaZFRo1DJRVqVlEUnjQ71NtRWcpgUg1bR3lJfXWlgM8j5OelmgxpdDquuNEyND+HQZRqlpNZqkkv4Ttsem0HmMCkSIYfLovI59ML8LJmY57TtBbyOhdmJxroqGhkHycl8+fQRClHa3d4iEXCfPbpfVlqcl5VuMWhNOnVpEQSSkzk62MekkpAwqMWgba6v6elonZkYnRobZtHIBAzq4d3P6qwWbDmchEWhy0pRiFIOg0qjkr/+6gugvBdmJsV8jl6tmBwdohCwxZBcLKpMp5TOT42tLswMdLcvzU6adSo+i9bWWNvf1WbUKEb6u7fXl1lUIrK0aKC7vb+rbWl2Mj3pBQmLmhjux1eUmbTKCkQJDoVQSYUTw/3rS3MN1RYGGa+Wifo6W+Uinl4lW5mfnhodrK001lYajRrFxHD/yvz0/NTI3OTw3ubKyvxkS30VvgJeWpizujDV29FSbzVbTTocCqGRi+ut5rbG2qXZSbmIB8wAi14t5rEAg/Uq2cz4cH9Xm0YuHhvsbai2DPd1GTUKHpNaaVKL+Iyh/o7ZqWEui1xTpW+oNTfWWY52N5tqq6wmnVYhsejVMiFXwKZ3NNd/88XVzsbKcF/XYE8HjYh9/uheWuJztUzU29GCgBag4FAqASPmsfq72gxqecrLpxQ8enJkgEHGG9Ty4b6uge729aW53o6WnvZmNo3EY1KhkJzWhhqpgMNlULDl8HJEkVYlNWo112+vv/v2T9fXP7jcRzb7ztXlSTjk3dleX1qcmZ0Zt9v2ggH3+VksFg3GosGD/e2F+alI2Pf556e///2b8/PIcTw0Pze5v7d5cR7/+qvXW5urJqMm4Hf5vA6Hff/wYHt8bHB6avTocOfN67Pfff3mqy9fOx2HHrfd6Tg8PNjxeZ1+nysU9MaPA5Go1+M9CgadHs/haTxwGg8cR32hoGdne31/b/PwYDseC/q8Drttb2F+amV5zm7bOzrcOT+LXV4cu5yHwYDb5Tw8PNx0ufbt9p2dndWDg1c+ny0UcgUCjtPTEPjt9vlsPp/N4zn0+WwXF9Fo1Ol273i9ez7f/tmZHyD8/DxwfOzz+48CAdvZWfD0NPDmTfzsLHh+Hgr43U2NtUaDpqmx1uk4dLtsE+PDqysLG+vLfp/L63HMzkyMjgwcHe4ex8M+r/P4OHB+Hrm4iMbj/njcH4v5PJ5Dt/vA7T5wOvccjt31tcWJ8aHhob7VlYXXV2fX1z9cX//wzTdfn18cn53Hz85jZ+exy6uTG3iDjYvz+OXF8dXlyfl55PIy9ubNyZs3J+fnkePjwMlJ8PIy9vr18dlZ+OIienPq09NQNOqNx/2ATODDaNQbiXhiMV887o1G3eGw8waTgYDtxyx3uXadzh3wardv2Q9fOW1bHueuz73v9xz43Pse567bsQO+6fHs3+wbCNjA7CcUckSj7ljME4m4gkE7OCyAdyBkD4YdoYgzGHYEw45AyB4M/vWKxXzg3zEQcAQCDjALicf9N3MjMLobqAOpDb4JyA0oDmYt/7H+K3gnJyVw2EyRkP/0yaMXz59WoJDoivLPbn1SgUKiysvu37uT8PI5Bo3CYiqIBByyDE6nUUqgRZ/d+uS37/66sCA/PS0lNSUJyFYWk56WmlwCLZKIheiKciymAodFZ6Sn3rt722I2SiWiB/fvMhm0Dz94D11R/vjRA41aiUGjgDHO5bCUClk5EkGlkMqRCKGAx2EzFXIpAl6qUStzsjNLoEXPnz1hMmjZWRkYNAoOK9FqVB9/9AEeh4GVQj/68P283OyU5EQ4rARcEhZTodOqe7o7a2usE+OjuTlZWEwFuqL8/ffehcNKCHgsuqIckp/78UcfKORSjVpJwGOFAh60uHB6agJZBofk5xYVQmRScXZWRnpaSmFBfn5eTmLCi4cP7mHQKAS8FINGvfOrXyDL4MBCf3D/LpGAe/jg3rOnjxHw0goUksmgNTc1aNTKO7dvocrLyCRCXm72o4f38/NyaFTyb379q//tf/1Pn3z8YXkZcqCv/+svv7p++8PGyjKdhN9aW7boNUQMiohBWfQaJoUIK4KYdWoxj42Cl3AZ1GqzoaW+pqW+hkOnNNdV04i454/uVyBK9So5nYQHO2rkEp1SxqQQu9uaq82Gplorn0Xvam0qKylSiAUe+6FEyMFWIIw6JaK0kELEUEnY+Zlxg1Zh0qsEXMartcXGuqq6anOt1WQxarram4YHupvqrWaDemZyBAaFcFlUiZBTX2MpKynUyMU6pbSjuR5ZWtTZ0kDElOdmpNApeGCbY1BwLotqMWqctj2f27a5vmQ72OaxaUqZUCbmZaQm1FpNWpVUKRMyaUQaGbe8MN3X3TY61Ftp0sol/JDfxaKTeGxaS2ONQipg0ohEHIrPoWPKESkJz1k08mBvFxZVJuKxczJSO1oay+ElQIibdOonD+7i0eVGraq9uWF0sC8eDmgUUmhBXkNNVZ3VAi3IY1JJCjFfp5Q+uX/7J//Xf1HLJWwWIxT0X7/9/vrtd1qlTK9WbK4td7Y20ckEs17DopFhRfk8JrW1oYZBxvNZtI7m+rbG2s3VRYterZaJpseGKHh0UV6WgE2vNusxSBgFjwbfN2mV7U11wDDn0MkmrbKlvlqrkGyuLu5srBDQyP6uNjaNJBNym+usA93tA93tbY21epWsrbF2dWGm2qydHOnb21zpbKlrb6pZXZiqqzJsrS0M9nSQsKim2qqB7nYRl2nUKLgMyvhQH4dOFvNYA93tdBKOjKtQSYVETHl7U52Iy5QJuSP93c7DXbdt376/PdjTQcGja6r0WpVYJRe0NFpFfIZCyhPy6FaLdmK4f7iva3luSq+SjQ32Ls9NCdj0tsbaqdFBi16tU0olfDYGCcvLTM3PSjPrVE21VSIuk4BGSvhso0Yh4jKBYa6Ri4G9P9Tbad/fXpmfDnoc4OZXm/VWk46CR4NJDI2IvfXhbx/e+0QsYAPl/W+//8P19Q+bW6vHJ8Hzs9jV5YndtjczPTY81Lu7s2E72j082F5cmAn43acn0WjE//tvvjg9DV1dxeNx/8b60uhI/+HBtt22Nzc7cXS4s7I8Fwn7Ls7jF+fx05PI/Nzk4sK0y3l4HA+dnUZfX52Ggp6T47Df59zZXnc6DqIR/9lp9OQ0dHIaCoXdQJJGQ+5wwBkLeyIRj8OxC7RULObzeo9+rB2dzr0b+/T0NBQMOg8PN7e3V7a3Vzyew3jcH4l4AgEH0NmXl7EvvjjzeA4PDzdDIVcs5ru6iodCDrt9y+HYdrl2YzFPMGiPx70nJ/7jY1847AwG7dGoOx73np+HTk8Dp6eBg/2t3p52k1FTU20+2N+yHe3OzoxPTY5srC8dHmx73DaX8/DocAeM6+I8Djh6eRkD1AHX4/PZHI5dAO+pyZH6uqqW5vrVlYXP31wAeP/hD99cXJ6cXxyfX8TPL+JXr09fX51eXZ5cXhxfXhyDewsofnISPDkJArV9fh45OwsD8X1TZ2fhH38IZPrNTAJwLhr1RiIuIIhDIUcwaA8EbIGAze8/8nj2Qblcu6CAgHYcbd4Ibrdjx+va83sOAt5DgGSv98DnOwTl9x+B12DQfjMn8HoPwL31B22gAiE7KMDvvwXvGwYDJN8U+B8CaA2wDT4Et/3H6vzmO38f3kBl5uZkUSkkKoVEIRPxOAyZRLBWWUqgRdlZGXBYCY1KxqBROq368aMHpSXFuTlZ9+/dAXRPTUkikwhZmekCPjc7K6OwIB9dUU6jkvPzcj75+EMcFp2Xm11UCOFx2UmJL3OyMy1mI4fNxOMwwPF+8fxpORIBwK/XaV48f1pUCMnMSJNJxQkvnxcVQmhUcm2NVa/T5OflIMvgZQgYsgxuNhk+u/UJqrwsPS0FGOaFBfl5udmQ/NzCgvyU5MQKFFKv05QhYFhMBYfNZLMYv/rlzzMz0upqq6kUEo1KLiqE5OZkFRcVpKUmp6elZGWmP7h/99NPPiqA5BUVQpBl8OfPnmRnZVSgkHwep7Ag/93fvPPeb38DK4Xeu3u7tKS4tKT4wf27T588IpMIdBqlAJKXnJQAh5XgcRitRlVbY8XjMFwOC4dFUymkd371C3BbgMEALS6USkRFhRAOm4mAl9KptJGhYdDzHu7vS3r+hEkhykV8q0nf2dJYadC21NcY1IrBnk4Jn4NBwptqrdVmQ0N1ZV9nW35WerXZgIAWknHojuaGspIi8Fpl1NVYjGIeWyUVVRl1lQYtsrQYCsltrqtGwUuqzYZKg7YcAa21mqbGh2qqjAqpgMemMagEMgEtE/NqraaG2squ9iYiDiWX8E16VX2NBYcuqzRph/q7fG5bTZWRSSNWmrRkAnpqdHB0oAdWlK+WiRDQgiqjtq7KxKGTBVyGWiFGlBaSCeiJ0YHJsUGjTimX8Hs6WxRSwZ1bH44M9qyvzJv0Kp1ahscga6qMSHixgMvAoOA4dFlGakJxQU5TvZVGxgl5TFRZCZdFHervslr05Qjog7ufohClAg6zKD9HJRPLxYLCvOyy0uKOlka1XCLgMNl0ilYpq6k0ba2vjAz0tjbWtTXVGzRKq9mQlZasUUglAu5wf49Jp+YyKLWVRo1cPDLQy6AQW5obv//u2x++/9P1d3+UifiQnEw+m9FcX9Pd3tLd3lJntZi0ykqDprnOqlfJRFzmwvQ4kI8iLpPPorXUV3MZFBGXWW8161Wy/q42Dp3c29Ey1NtZYzFMjQ6uLc52NNfnpCczKYThvi4hh7GxPC8VcAxq+fTYUHOdtbGmUquQyEU8Dp0M5Hh3W9PC9PhwX4eIS6eTMPNTIzqluNqs7WlvXJgenZ8aU0oE7U11epWMRSXuba71drTwWTSVVCgX8abHhix6NbgeAZsu5rEsevXm6uLa4iwQ90D3o8tKl+Yn6mtMJr2irtrIpOHFAqZEyBrobaMRsUwKAbjrBrUcyHelRNBcZx0b7G2us5KwKBQcWoEoIaCRYh6ryqiFF0OgkBwGGa9XySoNGo1cDNrww31dizMTwEioNGiGejtBJx7457MTI3IRTy0TGdRyq0ln1MnpFPza0uL12+s//fHbP/zhm7X1xc2t5aPDncuL4+N4KBhwez3243goFg2cnkSWFmejkcDvv/ny9CRyHA+trMwcHW15PIc+r8PpOIhFA/FYcGtzNRT0hIKe87PY775+8/VXr7/68mp7a217ay0c8p4ch8Gf4rHg66vTs9NoMOCORQMnx+FwyBsIOo9PgpGoNxbznZ6GYmHPzuZyNOQGhAYOcCzmczr3/H77jaIKBp3gLVCcAEVu94HDsQu8YuBaX+Qd3pkAACAASURBVF7Gzs8j0ag3EHBsbi7t7KyCbYdj1+s9cDi2g0F7JOKKxTz7+2ubmwvr67Ne70E47IzHvcfHvtPTwPGxDxB9e2ttanKkq7NlfGwwFPQ47Ptrqwtrqwset+2mJx2N+AFoY9FANOoFcI3H/QAP0ag3FHKdnoa83qNQyOVx25aXZsdGBzfWl2+U99dff3l2Hj+/OL56fXpxeXxxefz66hTU1eUJOPifEf4jq/z16+M3b06uruKA2YDl4OwnJ8FYzBeP+4+PAwDegNw/Eql/FtyA3H7/ESjQnP4LcjudO17Xnse567Jv/wW/f4xtMAMIBGyhkAO8DYUcN+I+HHZGIi4A7B8j/M8S/G/A+0Y631z8XyD5xku/Ud432zcFJnx/H954HKa4qODB/bsAgQWQPCym4tnTx3fvfJaVmf6bX/8q4eXzrMz0X/z8Zw31tZD83IcP7t298xmLSU94+TwlObEciVCrFLU11rTU5NycLKVCZtBrdVo1nUZJSU5k0KllCFhzU0MFCoksg9fVVmPQKDaLkZWZTiLiWUz60yePCiB5c7PTSoUMAS9lMmjv/OoXFrORzWJ8dusTSH4uBo2qQCELIHlwWImAz6VSSAI+NzkpAYupSE9L6e3pys/LSUp8WYaAUchEWCkUAS/Nz8spgOQJ+NxyJKKoEEImEZ48flgCLXrnV7+QiIUqpfxXv/z5Z7c+SU9LweMwVAqJx2UXQPL+y//5nzMz0u7cvvXi+dOEl88LIHnQ4kIWk06lkJgMmk6rvnvns4SXz0VCvkQsTElORJbBHz28f+/u7ZzszKzMdDwOg8dh+nq7qyrNRYWQMgSMTqPAYSVcDgtaXMhhM1tbmlRKOSQ/F1VeptOqRUJ+VmZ6GQImFUt2tra/+/ZP19/9yW23ibgsFpVUnJ8DomoiLouIQZFx6NLCfCaF+PDOLQGbUVKQh4AWHmy/ohFxpYX5GrlELROXFuaTsBVVRl004O1obsBXIEf6e7rbmlcXZpdmp0RcloDNkAl5Q71d2+srepW8yqzbXF8y6VW1VhODSjAb1L1drdkZyVPjQyG/q6ezpaG2kkrCZqQmnB2HqSQstDC3talWyGOa9Co6BS8T89pb6pvqrT3tzbCifJ1SWm81r8xPk3EVVALGolfX11h4bJpOLWPSiHQKvqezRSxg93S2YFBwPoeelZ4Eg0KW5qeEPGbC80cYFJxBJZj0qrbmuuGB7rzstBdPH5QjoGnJLyqQpWIBm4hD1VWb25rrWhprdrfWzAZ1wrPHarmks7Wpq60ZCYPKRPySwnxMOYKAQXGZtGqLsa+r/fPLs9oqM4dBtZoNNZWmSqNOp5IbtarWxrrTWFinktdZLbWVxvmpMZ1SSsZjzHrNxPjojW3eUFOFR5dzGFS9WmHWa3gsulTIE3GZNCJWIebDiyGJzx4Z1PKyksJ6q7mvsxWDhGGQsN6OFjoJR0AjmRTC+FDfq5WFhmpLpUFzEglMjw3Z97eHejvLYcViHsusU81PjS3OTDRUW5ZmJ0HD26CWKyWCvs5Wk1YpE3IDbrt9f7uvs7W/q6W0MEfApjoPt0sLczh0YkO1ScxjWPRqZGmRiMtsb6qbmxytNuuNGkVbY+302NBwXxcJi2qusw73dfV1tlab9QwynogpV0mF40N9TbVV3W1NCGgBk0KAF0PMBuXi3Didgi3Mz9CpJfU1JqtFOzc9Um81Z6YkwIshBDSSgEbKhNwqo9aglvd1tr5aWXDb9l+tLIi4zPSkF2adqrutCUTkjBpFOawYAS1QSgRMCqGh2hLxuyN+t1mnaqi2dLY0dLc1TY8NVZv1rQ01kyMDtr2trtbGqdHB1oaa+amxuipTa1P1/Mz4xsoy6Hl/9dUXa+uLU9PDdtteJOxzOQ+9HvvuzsbC/NT01OjO9rpep2ptaVhemltbXQj4XTs7qzbb9qtXizPTY1ubqxvrS27X0eur08/fnJ+eRP7w+y+Bqfv1V69tR7urK/N2297rq1MAm/PzCAAMMGxPToLxuD8S9V69Pr64jIEPfe7D0aFu++GWy7ULQk9O587h4cbW1qLNtgl0WyTiOj0NAN5Eo26//ygScYGj+Xy21dXZ8fH+1dVZv98ej/tPToIHB69evVrc2lo+Otryeo+AcQ1eQW84GvVubCzMz4/PzIwsLo7b7VvRqPv42Hd5GTk58V9dRS8vI6GQCxx5Z2f1+Diwtja3uDhpt+9MTQ0tLEysrMzs7a2DNFwo5LLZtr3eo1jMB8xtoHrB2C8uopGI5+wsfHEej0UDAb874HdfXZ5eX//www/fffHFm5PT6MXlyes3ZxeXx2fnsZPj8Mlx+PQkcuOc/7nOI5eXMTA7ubiIXl7GLi6iN4Y54DdQ3jdzCADvH2luTyjkAsr7x+IbFHC/3e69G/3tdO643Xu2gw3gnANye5y7oOz2rRveg309nv1AwPYj6fxnfgcCNp/v8EZw/1h2/zfg/R9Be7P9V0l8I8dvfPWbzNrfh3dGemoBJI/FpLe1NnPYzAJIHpGAQ8BLU5ITe7o7CyB5ebnZIiH//r07GempOCyaSMDl5mTl5Wbn5+UQ8Nhf/uJfEfBS0Gbe2tzgcdk8LhuLqbh39zaqvOwn//SPmRlpcFhJVmY6jUouRyKeP3tSWlJMwGPv3L4l4HMJeGx6Woq1ygIa6jgs+vGjB6jysp/99J8fP3rA5bDAuX79zi/T01IePbwPyc9VqxSQ/FwalSzgc4uLCug0ComIF/C5tTXWhw/uJSa8+D/+8/+elZkOOugl0KJbn34Mgml4HAZaXIgqLytHIhh0amLCCxwWLeBzmQzap598VFxUoFTIkhJfUshE0K5WyKUUMhHk4SViYVLiy48+fN9o0PG47NSUpEcP7ysVMlgp9OWLZ1mZ6Twuu7GhjkImPnxwD0TkEhNedHW2l5YUP3xwj4DHIsvgJdAiPA7DZjEKC/JJRDyNSn73N+8o5YrR4RGgvOemJtk0spjHnpsc8zltUgG3ua66oboSXlxgNeknRwbzs9LbGutEXBasCKKSipQSoUYuYZAJZBxayGGadeq7n340OTKolonXl+b3tzamx4Z72lv4LDoKXsJj0tISX4i4LJmQx2fRK01as0FdXJBTadLyOXQGlTDU38Wik5Qy4dbGsojPqq+xkAloOgVfBitKTngKg0JaGmvIBDQeg0xLfsGik4og2ZUmbXtTnVYhmRwZEHGZepWsvalOIeY7DnaqKw0UIiYzLfHR/c+qzLqVxZnWploem5aRmiAT85rqrU31VgK2vKWxRq0QN9VbqSRsTZVxYnRAKuK+ePqgqd7a3dGMQ5dNjA7U11ga66r6e9o7Whu2NpYrTdr6GkteVjqfzVhbmjdolChEKQmHHh3sI+HQWFSZUioa7u/xuewkHLowL5vDoGanp1QadS7bARIGVcslGoW0tsps0Ci72pprLAYRl7kyP12QmyXgMFtbmr768vPvv/v2h2//0NnaxKZTOlub7Ae7q4tzBo2ytbFOwmdjy+GzEyNCDqMoL6urtZGARgLprFVIRFwmDoWQCjigfcChk1+tLPR2tGyvL+9srBxsb/S0N/NZNKtJhy2HI6AFBrUcmNhVRu3EcL+Qw6irMpXDijua65dmJ6UCzthg79TooFmnGuxpw1fAcSgYm0bISU+sNmurzdpKg6ooL4vHpKplIg6d3NfZOjHc393WpFNK5SLe5MjAUG+nRa+OBb0UPFrEZd7++P3cjJTBng6QbFdJhcDr7mlvFvEZMjHHYlS1NlULuDQmDb84N74wOybiMnMzUrpaG9UykVGjWJgeN6jl7U11LfXV40N9rqO9kf5uJoWAQcJ62pvHh/qqzXpkadFwX9f02BC+oqwcVmzUKOz72zsbK0wKoTA3k0Mny0W8o93NqdFBMq6ip725q7VxuK+rvalubXF2fmqsvamuu63p2eM7U+NDna0tv//dN9dvr7/99t9WVuc3Xi1+/ub88zfnQBz7vI6tzdX1tcW93Vdymaiutmprc211Zd7lPNzZWd3bW5+cHGxrbdjeWvN67Dvb6z6v4+I8/uUXl5cXx19/9fp3X785OQ5vvlpZX1tcXZkH9nsw6AQa8eIiCmJcIPsdjflOz8KnZ2Ggid2OvemJwZ3N5Vev5nd3V1yuXbd7b29vdXt7aW9vdWdn2e3ei8U8ADOgX3t87Lu4CANA+ny2iYmBujrz5ORgNOq9vIwFg87t7ZWNjQWnc+/wcHN1dfbg4BX4ZXe7D4Agjsf9h4ebBwevbLbt7e2lUMhxfOwLBGyRiMvvPwI9b7/fvrm5tLY2B3ZfXZ3d2lqORDz7+xsbGwvr6/M+n+2LL84uLqIOx+7u7prPZwPJuIuLKMADGDv45PXrY5D4Oz2JxmOh87M4gPdXX31xehY7vzi+vDoByvvHfe4fS/CzszCAN8DzTWwNIPyG3OBrFxdRMFsCMxUw5FjMFw6743FvLOaJRt1/YZ7fOOc/7ny73Xse567XtQca3qDn/Wct7toFVAYTLOCZRyIucEDwFrjoIFLwX1nlYUco4vxz/Y3A2o2MBr4LqJu3fyGvQQEeA3iDUQPt/vcDay9fPCssyO/v6ylDwCD5uSXQovffezc5KQEI2f/lP/3PH7z/2wf37yYnJSDL4CQinkohZWdl3L3z2ZPHD588fsigU6kU0qOH98sQMAS89MMP3lPIpUqF7P333s1IT71/786Txw8R8NLUlKQKFFIhlzIZtMKC/Pffexe0qIkEXFdnO6wUeuf2LRCdAzY76GobDbqiQgg4aUpyYlZmOgh5PX704N7d2+lpKQkvn1dbKxNePheLBCwm3WjQMejUjPTU7KwMBp2alPiSSiGBAB2FTMzJzvzJP/3j82dPCgvycVg0rBSKLINj0CgOmwnJz5WIhaUlxQWQPJGQj8Oi3/nVL4oKIT/9l5/QqGRkGfyXv/hXLKYiIz0V+BAcNpNOo6iUclR5GZvFAO2Dp08eQfJzwXXm5WaTSQSxSIBBo+7e+eyTjz9ksxhymeTunc+KiwoEfC7ouH/w/m+RiLL11bU//fHb67c/DPb2oMtgNRbj5uqSXMRnUUk0Ii4t8YVJq+rtaIVkZ3z47jslBXkFOZlcBlWvksuEvLbGuqK8bCoB++zhPZVU1NnSKBPyymHQ1oZaeHEBAV2+ODMpF/Fz0lMwSHhuRiqIv3HolM62xsmxwSqzjkxAQ3IzOEwKlYRdmJ3Y3VpDl8MEXEZbcx2LTuJz6GqFWK0Q11pNS/NTdAq+sa5Ko5TAoBAmjQgtzEVACyDZ6TgUAllaJOGzh3o7seXw5bmpvu626Ylhk14FLymwWvQquYiALW+qt5YW56vkIpmYRyVh3/vNL8QCtkouqjLrhDwmaK6b9CqNUjIzOVJckNPd0dzeUk8j46CFucUFOQnPH02ODWJQ8OyM5Noqczm8BIsqE/M5CzOTKpn41eoSl0lrb25gUkkkHLqiDCbkssh4DINC5DCofV3t7c0NfDYj4dljGgnf2drUUFOVnpzQ3dbU1lhr0asrymD52Rltrc3ff/ft9999e/32O51KLhcLFmenaqvMZr3GYtCy6RSlRNDd1jTc1/Xk/u3kF0+0CgmLSuSzaCwqUcxjdbc1gUB1TnpyZ0sDiGfLRbzutiYoJKevs3VnYwUsrEKWFsGLISQsqqe9eWywd3JkADS5JXy2XMTjs2hdrY32/e2N5XmwjGqwp03CZwo5tEqDyqJXjvR3DvW2K8Tc0YEekDhjUYkENJJNI5WVFOqUUioB01BtsejVvR0t40N9E8P91WY9ENkaudikVRrU8iqjFodC9HW2qmUiJLwwJzOpr7tlsK/dpFcopLxaq2F5YbK20ri+NDfS3w0mGf1dbSwqkU7CZaYkyEW8od5OBLRAJuS21Fdz6GSVVFhbaRzp7+5orq8264FbbtQotAqJTMgVcZkqqVAlFUoFnNaGmuG+LgIaWZCTUVtpHOhuN2mVapnIcbADMnfYCpiIz3IeHQLl/bvffbWyOr+zu3Z1eXJ2Gg0FPWenUY/bFvC7gBDv7+uamhwNh3yrK/P7e5t2+0447N7dXQsFPSPDfft7m16P/ehwZ3trLRT0OB0HPq/jm9997vc5lxZnDva3ZqbH5ucmD/a3Tk6CV1dxoI/PzyNgXVMs5gOeeSjsPjkJBgKOoM++v7O2u7UC4sognGy3bwGXe21tZmtr0es92NpadDp34nGvz3cYjbrBj3ss5ru4iB4dbfX3t09PD4NsWijkAuuIolGvy7W/tjbndh+AbBdonwNNDC7m7CwcDNrPz0OBgG19fRYY6UDZ7+6uud0HoPseDDrd7gOwO1j95XYf2O07QM2Dfjxo1UciHr/fDlYxxWI+cApwB85Oo9GI3+O2+7zO3339+Q8/fPf27fe/+91XILD2Z8/8zRlA9Q22Ly+OQX7t4iJ6dRW/uIgCQr9+fQwmByC/BpR3LOYDcXSguW9cdDBqAPKbwBqoG2UMnHO3ew/IaIdjG4TJnbYtx9Em6Hz/uOcNMvl+/xGImvt8hx7PfjjsvPHMQZIgGLSHw85o1P1jtf3j+ltLxQBW/yKVdmOb/9XAGrjhgOhg+783bQ6auIUF+XfvfFYCLeru6ihHIsqRCDwOg8OiWUw64GhhQT7AMw6LhhYXZmWmQ4sLG+prYaXQokLIk8cP3/nVL7CYCiymIjcn697d2/fu3s7MSMvNyQLrnmVSsUIulUnFA/29RYWQ5KQEOo1SjkTc+vTj+roaECwvQ8BAqguLqaiprgLLzbOzMogEnFQiQpbBP/3kI4VcCuD99MmjokJIXm426G1nZaYD2//d37xz69OPsZgKSH7uyxfP0BXlyUkJRAKutKQY8Higv5dOo0Dyc3Nzsgh4rFIh43HZcpmETCJkZ2VIxEKJWAjJz3308P5v3/01JD8X3AqAZDKJ8NmtT8gkAphMJCW+lEpESoWstKQYJOHBrQPeeE111fNnT+7fu3P3zmef3fqESMBlZqQlvHze19t9eLBXjkSUQItUSjkRT5BJpADerY0NVAJWIRaQcWhIdsZIf8/kyGC12cCmkbvbmmsrTfVWi1mn5jFpFr2GjEM31lQJ2IymWmtpYX5bY93m6hIFj1FJRelJL6GQXJ1SZtQoWTRy4vMnJBwaU44QcJhoJJxGwi/Pz2wszy/PTW2tLVHwaHxF2fTYEA6FEHGZk2ODAi4jKz2pqd5aadIScajVpdnFuUmFmI+vKBNyGLWVxumxodLCPJVU2NZYC4NC0OWwMliRRMhRK8Qjgz1alZRCxMxNj2FQ8JfPHmIrEFqVFFFaKBFy6BS8Ri6pMuowSHhJQZ5Frwm4HUIOUyEWiHmsjub6hmrLSH/3UG+ngE3Xq2SrCzNquYROJiS/fAbJyVTJxFqlzKRT52Wlm3RqCgFLxmNqKk1WsyEt6WVTXXVzfc1wXzeNiDOoFfDiApmQp5FLRFxWa0Pt1OhQTnoKvgKZnvQSWVqsV8nLYVClRPiHr97Y97e5DEqd1TI5OoQqLzs9iX//3bfX3/0RjYRLBFwRl0XBY3Bl8IjHNd7fC1Yn93e1zU6MNNVWNdVWcehks05FwqI6mutbG2oaqi1GjaKptmpmfFgq4GgVkheP7yNLi1RSYZVRSyNicSiEmMeiEjB8Fg0BLTBplcB/BmJUzGOBRVYqqdC+vz01OpibkSIVcCaG+0FHfPfVal9nq4TPZpDxlQYNOCOsKH9iuF+rkGCQMAYZr5QIeExybaW+ua7SoJa2Nlj7u1o4dGLyi0clBdlVRjURU6YQcysNqpb6qv6ulpz0RAYZ67HvHWyvKSW8/q6WSoNqsKetodo0NtzXWFelkovmpsdGBnvqqs2ospLcrFQcCmHSKlsbaioQJXIRr72pLic92aRVgvY/j0m17W21NdYO9XbqVTK9SkYjYlVSYXOdtbWhZn9rvbGmkkrAsGmkzJQEAZteadDQiNi+ztbrt3/afbVq0io7WusWZicoBDyA9x/+8M3U9KjTte+w7+9sr4PVX199efXHf/v6669ex6KBq/P4l2/OdzZXwwG3x3kYDrhfXxy/vjgGK4aBU+332zc2Fnp6Wubnx52Og2DA7bDvz81ObG+tzUyPhYIe29FuPO4HfdmTkyBAy/Fx4PQ0dH4ZPj71B0J2h2M3GvVGgh774c7VeTwacgZ9R7Gwy+85CAfsp3Gf7WBjfWU6EnG5XLsbG3NO504k4vL5DgFyQJc6EnG9ejU/MtK1sjJ1eLixtjYDlhiFw+5AwLG7uwYA/+bNydmZ/+oqHIu5Tk99Jyfey8tQJOKIxVyvr05PjsM+r2N+bnJjfWlrczXgd0Uj/uWl2YDf5bDvOx0HpyeReCwYDnkDfheQvNGo127f2d5e2d/fANm6aMT/5vXZyXHY7Tra2lzd2lwFnX5geoN1Yp+/Ob+8OPZ5HZGw7/rt99dvv//9N19fXpxcXZ6+vjoFITUA779SV/GrqzgQ36BuDPObupHgoAV+0/YGsvum+f3vzAOy+ygQOAwE/pw+A875/5NWc2y7HTv/sTzOXY9nF6T3QyFbJOLw+w/ANqA1oDiYkIVCDr//KBJxuN07fv9BIHAYj7sDgcNIxBEO270+m89v//fw+VEgdBQIHYaj9r/L3f/3BdIVsZjvH5gMWn5ezp3bt9JSk0tLilOSE+/cvgUyWcNDAzXVVeVIxPvvvZuakpSZkcbjsp89fZyeloIsg4P133BYSW5OVn5eTmpKUnpaCiQ/997d2yBu/cH7v8WgUaMjQ2mpyUwGDY/DiIT8xoY6Oo1SWlKcl5stFPB4XLbFbARBbgqZyGEzU5ITc3OyGHRqcVFBakpSclJCRnoqm8XAoFG5OVkKubQAkgeWaFdaTFhMxfNnT549ffzo4f2mxvoyBAw8FobFpAM1n5OdCcnPlUnFjQ11IiE/Py+ntsaqVikKIHlsFuPRw/uFBfkff/QBWMgOqCyViNJSk589fdxQX9vb01VaUgyHlfzqlz8vLioQCngsJv3TTz7Kzcm6c/vWk8cPX754lpGeKpOKnz97kpOdyaBTwWNtkpMSUOVlYOBymSQ1JenTTz6ClUIrUEgiAQdmDyXQovy8HDKRtL66dv32+u2fvrUf7OtVchoRBy8uIOPQepU8LzONgscwKcSmWutJJDjQ3SFgM1JePqMRcUqJsLGmqiAnE6wQq6sya+QSGhHHppFJ2AoiBiXmseHFBbDigtoqM5WIK4eX7G+/mpsaZ9Mpo4N9Ii7Ttrc10t9dV2Wik3At9dUmrXJheryjtQGkw3q7WpsbqskEtIDLUMlFQg4DXVbKZ9EkfPb81Fg5rLjKqO3taGEzyBXI0qZ6a29Xq9mgxlYgiiDZPDZtaX5KLGDLJXw2gzw61MukEUuL8wnYcr1KvrOxOj81btFrTFrV0e5WXZW53moRsOmgHYsth4MOer3V3NFcPz48kPzymUYhPdjZ3NvaYNHIDAox6cXT7vaWtqZ6IZeFq0CS8ZjUxBdoJByFKK2xGBuqK7NSk6wmfbXZIBPy1DKxXMTns+h8Fn1xZlItE6PgJaWF+VVGnVTAHR3oAXqRRSMzqaT2tpZvfvfV9fUP19/9cWyoXykVYcsRKqlIwKBxKKSSvBwGGS9g0217W/tb6zUWA42IJWFRvR0t7U11apmIy6A01lS21FfrVTKrSSfhs9k0EgGNBK1f8JgUk1aJLYcbNQq/y9bf1TY+1NdQbQHt8NGBnhqLgUMngyNsrS0111lLC/OkAk5jTWW91ayRi2sshq7WRrNOJeGzm2qr+rvamuusbBoJWAhiHgsBLehqbWyuq6y3GoUcmpBDGx/qmR4b0KskOqW40qCaHhug4FH4CrhGLhzsadvfWu1pb+xqrZ8eG5ifGmmqtYwOdDEpOAYZy2OS66rNzQ3V9TWWkcEe28E2h0nJTEucmRxxHu4O9nQIOQwcCkEn4eanxjqa62VCLrAiINnpKqmQTsJNjw3JRTwWlQhS7kaNQirg1FvNIKC3ODNRVlIIL4YYNYqe9ua+ztbluanOloam2iqdWmLUKSdHR26Ut9fn2N5Z3dpcjceCTsfB3OyE7Wg3FPREwr7r6z+FA+5wwL2xuuCy74cD7pNY0HawHQ64X78+DofdYPnT3t76+vr8q1eL6+vzLuchCGAvL81OT42eHIdBqC0S8QDYAHifnoaADD0+9Z9fhsNR1+7u2v7+ht9j93vsIb/L7zkA8I4EHeGAPRywO44297aXbbZNsCQJUCEScR0f+0Ihx/l5KBx2npz4z89Dfv8RIM3e3urR0RZQn36/HSyz/ncN6j858QcCNmAan5z4o1H31VX0qy+v/D7n3u6r9bVFwOnzs9jR4c7C/FQ8FgwFPbs7Gx63LRL2Bfwur8cO7PGzs3Ao5HI4du32HZ/PFol4ImEfaFefn8VCQc/hwbbXY4/HgqcnkcuL49dXpyDef3YajYR9X35x+f8DvP8icP634A34/bfgbTvYcBxtuh07Pvd+wHsY9B0FfUcB72EoZAsEDv3+g5sKhWzxuBs48EDK37TAb0AOsgtgrTmILwRDrkjUG4v7w1FXIGQPhm2xY/fp+d8Xzf9fwptKIeXn5YDc1ssXzxITXoCF0c+fPUlLTf7k4w/TUpPTUpO7OtuxmAqjQffzf/1pYUE+6F7/T//j/wAtLkxNSXr86AGyDA6S6g8f3DPotUqF7OGDe+CRbc+ePi6BFlWgkAh4qU6rbmlu/PCD927CaHQahcthPXn88F9/9i/ZWRmlJcVYTMVP/+Untz79GITOcrIzeVz282dPXr54lvDyObIMDrS7UMAD/WOxSACevkImEXBYdAEkj0wiKOTSz259QqWQKi0mhVwKLHezyZCU+BKDRlHIxOKigrt3PgMozcpMz8nOTElOlIiFGDSqDAFjMekZ6anguS5AMZdAi8Cz28BSHZcHmQAAIABJREFUeDaLAaR/elpKZ0dbWmqyUiHDoFFFhZBbn36MLIOPjgyRSYRyJKIMActIT8WgUVOT4xQyMSM9lc/jKOTSqkozHofJy8mNhMLXb6+vv//uNBaVCXkcOqWxpqqtsa60MJ9FJYm4LDoJXw6DlhTkvXj8AF+BbKypmp8a7+9qV0lFyS+eKiXCKqPu+aP7T+7/38S9d1Tae5/ve/+ce+acmXlqdrLT7L0L0gSxACoKIlLsqKBiA0EFsaAoduzYe4mxJGqiphhrjL33XqOJpu1k972T3D++z8nZZ5555sy9U+5aLJdZy2g0WXn/Pp/3+/36oOsqyzzpVJGAV6EszE5LqS5Tcvx8luamk+JjE2Jj5qbGJTFCQCUrys0qVGSe7G+DyBWYfopys+60NedkptKpJJwNukyZn6/ICA/hEOysEsRRt+qrM1KkYiGvtDDXjUyUREeyPBnZGSmZacnSeNHjB/dyMlMz05Jbmmqz0mXJibF11WWpyfHxsVF322/lZKbSXJ1Xl2Ybqit6u+74ejCKcrMrS4piIiMyUpLKiwsE4VwgWomx0SmJEllCrFjIGxvqjxHw2luaivJyvJi0tluNwWw/ECYHK3Eux9+d5lpXVZ6XnZGXncFmeSvzFZ1tLbmZaQ/udcqTEkQCnhfDbfBR38uTw7ys9PzsDHlSQmhgwMDD3v2tdWW+Auy0WxpqttaWhbywzrsdnz/9+vNPP3z+9MvCzGRSfGyCOLqloba9sT41XlKUnRkvEsbFCIB96+/tnpOesjA9XlKgmHw6xGF5+Xkxu9pbasqVFCd7f2/3QkVmBJdTlJvV0lDTUF0eG8UXC3lzk2NcNuvO7aaRJw8F4VwAHevt6licmViem8rNlINQN/hTDT3ui+aHBQf4ZqfJChWZnW23/L3deSGBVaVFWfLkqtKilERJcrw4LCggOMA3LkaQk54iT4rv6WwfHXhwu7EavOoqlQ3VpZUl+XlZqZUl+Z1tTWJhuCJDNjU2+Gz4cWlhTpC/1/27tyXRvIKctNLCnIbq0vxs+a36yp7OVmm8qDAvqyg/u7Q47+lwv7JQ0dJUm5aSKJXEtN9qkEpimmorM1OTgNkPKHKPeroyU5PSkhMA0SU3U16hLHjU01WoyAwO8E2XJZ4/P3x4v7O5rqooNystOaFCWTAxOjj5dKimXHnndlN/373Hvd3TE8PSeNG7VxefP33+9OvHz58/7u5tHBxuArUGabXVlfntrdWF+amV5bmZyadb60uHe5uvXp68f3t+erx3r7Ntdmrs7duz/f312dmxpaWp2dmxhYWJ5893NzYWlhZnOu+2Li/NbqwvTYyPXJw/X19bnJ+bBCPvF705Pd0DAaLTF7uHxxub2wtLS1PT06MLsxNry3OTz4afjT6amx5ZnBsDeajFubGJsf5HfXcA9WxlZQoseIHh/eLFHuh0Aa96c3MetLTn58c2NhYuLo4PDzeXlqZAYG1m5unOzsrc3FMQhAZe7+HhOhDyg/2tw4Pt46Pd3Z31ifER0CNfXJheXJgGTyQjw/0nx3ugYr65sbyyMrO/vw7UEXxHQAZenB09P9k/Od67OH/+/GR/c2P58GAbSDLYez8/2Qe/PDne+/67d1/E++L89It4/03l/neI95fM+ZcXEG/gT+/tLQHx/lL9+mf6/Vuf+3+N3aszS0vP1tend3cXf/MZ5tbWpr4kz4+ONkDp7vR05/h4E3jtp6c7R0cb5+cHJydbx8ebOztLR8e7R8fbe/t/2avvH67sH65s7cz/l4p3RHgoNzjQ3883KJAdJxEX5OcKBfwkaUJ6WiqgteTl5sSKY9LkKUBufX28cHY2hQV53V13Q0OCQYM5NCS4oryUzwsHMzHYojsRHayxGF5EmKcHk+hoHxMt9GP5pMlTSpRFfiwfdoCfna21H8snkh/B54UnJsS5USlIBAwAyECzPEmakJyUyGTQXMjO0sT44CCOmakxCgmPCA+trChLk6d4uDMCOQFhodzsrAxvL4/EhDgkAsZh+4tF0fFxsXicrTuTHh8Xy2TQMGgU8Lm1NNUBw9WNSgEPAUIB35VCxlqh7Wyt8/MUYaFcRU6WWBT99//t76KEkX4snziJmMmgpaYkm5kaw2HQB309uYpsG2srYCLEimPi42Kpri4B/qw0eYoiJysokB0fF1tYkJcQL0lMiAObCfCNiEXRoD0fyAlITUkODwuxxxP6Hz3+5aefP3/6uLe1mZGSBGJoacmJ/X33p5+N5mWljzx5BObFlobatuaGRz3deVnpUomoICfT39tDKhEdbG+MPHkkEvCaaqsyUpJ6u+48Gx5Ijo9Nl0ldScRgth+V7ESjkCJCgkqL8gURobLEOEVGqjwpfmt1sUJZUJyXnSVPDvDxyExNutVYU5SfPfTkAcONzPJmKgsVtVWlJUW5xXnZTx7cr60oieKFpkrjHvd2S6Ij3cjEwACfjtam8aeDMqmko7UpLSXxTltzXXVZXk56aXEey5sJAuQVpYU+nvTsjJQCRZYXkyaICO1sv+3i5OBKIt67215bWSaOihQJ+fHi6NrKMjbLO8DXKyyYc7+zIzs9dWx4IDoywgaDaqytEgn5laXFhbnZiRKRDQYVL45+/+YiOjKCzfKurSzLzUqvLlPmpKeKBLxCRdbAw96H97ukEtHsxFiFsvDpYL9IwEuXSStLivKzMzJTk7s7WqP5YZLoSGV+zv3ODkmMMCc787tv34PJe3N1SZGZVpyXI5WIKgrzZ8dG2xrqlPk5Y0P9QF9HBx6BuHhBTkZVaVFGijQ8mH2rvvr1i5Pero605IRCRebd1ubZiadTY8NxMQKRIAK8DfDxEIRzRYKIdFliaKB/ZmqSWMi7d6f13cXZg3t36ypLk+PFackJNeXKtub69lsNd2430VycBOHcns72mnJlbqYceBYlBYqMFGltRUlVaVFMZLgXgyoW8iZGBxemx9uaa2/VV7Y21bQ21XS2NbU0VCkyZLIEUW9XW29Xm1QSFRkWmJmaGBsVERkWmJ8tr6tUujoTEmOFt+ori3Iz4mL48iRJbFREdkZKeAiHHx4M+DwdrU0LsxPBHFaAj0dlSWFcjKAoN6uz7Za7mwuTSr7dWDs/9cyT7goa8BXKgrutzRFcTltzfVtz/f27bU21lcV52Svz008HHz8dfFyUmwW8gJaGmv6+e8BxAIi63nvtiiz5Xybvj59+/PH7i1enL8+PDg+252Ynnp/sf//du5cvjkFVbHtr9WB3493rFz9+9+6796/fvX5xfLD9qK97bXnuxx/fvX9/DixGACR59+7F+fnR3u7Gve6OsaeD83OTy0uzjx/1rK0uTIyPrKzMrKzM7O2tgcTWxcUxmIaPn28dHK0/P9t58eJgePhhZ0fLyuLMi+cHU+MDywvjc9Mja8tTe9tL4DU9MdjZ2dLR0bS0NPVFqICzu7u7en5+dHFxDBLF33zz8uhoq7f3Tufd1u6u9qbGmob6qsaG6vq6SmVx3v17dx496ga98KGhB4ODfVNTI8vL0zs7Kzvbaxfnz1+/Ojs82H744N7oyJPZmfHlpdmjw53JidGHD+6NPR18+eL4+cn++LPhleW5jY0FkLz7YjADVxu02wFJ5uWLY/D+2ekheB+IN/g57+9tfvvhzedPv37+/BGI96uLs9evzv4zxPuvh+/f6DcIrC2B4Rvky/5avL+oNYitgeF7b3vpi0ivr8+CDh7QY5B1B7bF6urs5OTwwEDvnTvN9+613b5d19HR1NPTMTk5PDU1srOz8u7di8OjnZPn+3v7m7t7a8AFPzrZ3N1f+i8V74x0eVNjvR/LR0dbU1XlBpnkZAE1B80udoBfRrq8orw0SZoAes9wGDSEGyQWRYtF0Qy6mwvZOcCfJU2MjwgPdXQggAaXhzvDxtrKhexcVJgfFsqVp8pcyM6WKISzkyOdRk2Il7gz6UnShFxFtoc7g+XrzaC7GRnqR/Ij6DQqxNzUjUpJkiY4ER3A1AuHQcFnDuQEuFEprhSymupNdyY9kBOQmZEmiRUVFuSBLX1CvCQjXY5BowAmJZATYE/AwWFQVZUbKCTcxtrq5o1r165e0dfTITkTySQnQGMNDuK4kJ3JJCdjIwOARg8O4sAsIFCImSRWFBoSTKdRrTCWYaHc4CCOv5+vrQ02kh9RXlbiQnYm4O24wYEgfA7+wAH+rIb6WvAEA8ZrH29PTw9mTnYmNzgwShgJtugF+blRwkiam6sfy4dBo5eXlgHPe3r82dTYyPzUuJ+XOw6LZlJdggNY3kxaS0NtllymzFcMPOxdnJksyMmUJUiCA1hctl9dZVlzXXVTbZUwIjRVGi9LkPR0dsiTEsKDOWnJibmZaQAxligRPR16UlWmfHC/i+RICApg+XkxSwoUeVlpFcoC0PBRZKRmpEi5gX5UF+KdtmYKycEeh81KlxXmZdGppIKcjLgYAZ3iHBcjAF0pLwZVEh1pbKBdXaEsKcp91NddUpRbX1MOSG33OtsKcjPdKE6iKF5KUlwYl83x96a6EMlE+wBfLwecjYWZMcEW605z9fP24IdxZYlxHbebw7mBYcEcirOjF5PG8fNpb2kSR0XSXcnBbL+y4oICRZaPByNRIsrLzsjPyZQlxrG83Psf9LQ2N3i70/lh3JbGupKCXC7bT5Yg4YUE3bndPDrwODQwIFUaf+9OW2tTfbpMmpOeCh5xGqor6qvKnzy439pU11hTwQ/jCiJCo4SRL1+cAkgLaJQNPX7gSaeGcwJiIsLiowS5mXLg9Q4+6p1+NjL5dKhCWVBenA8AZ90dtx/e7yxUZEqiI+/cbupsuzXwsKcoN6ukQJGbKS/KzQoN9A/w8Rgb6u9qbykpULQ21QX6eQvCuQniKIAa7elsByIHjOSMFClgqaLhEH9v96bayhCOH4fllZeVlpEijeaH5WbKM1KkibHREVxOoJ83h+XV2lRXoSyYfDpQX1VSqEivryp5cK+jq71ZniQJ8vcSC8NFgrAAHybJwdaJYI2AGFmY6ru7kaAmelgU1N2NxKQ6U0n2kmheTnoylWTP9vNyp1PAX2JNZUm+IiMyghsnFoLVNz80qLQwNztNlpmaFBcjKM7LHh8Z8Pd2DwsKyJInd7Q0gn9jQ4/7xELe5srC5NOh8GA26IMNPe673VhbV1na0lBTU67s7rjd1d7S132nt6ujsqQwQSJMT5VWlpZ8/OXXj7/8+vPPP/7404fvf3j7+tXZ7s768tLs8tIswJnNzU6cnR5+/+HNLz9+ePf6xcvTw+dHu8+Pdve2116eHp6d7e/vr38hdL5/f/7mzembN6ebG8sjw/0jw/0b60svXxwPDjzc39tcW10AAzpYMoPxFHyGg6P1w+ONo5PNg4ONx4/vtd6qfzrcPzf9rO9+2/zM6MriBAg2b67Nbq7Njj99PDU10td3d2pqBPS8wWfb2Vk5OdlZW5sD2tDe3lhYmBUZyaXRnCkuRHuCjTUWRcBb21hbYtBwczNDAt4ag0bQ3Fz4vNDUFGmJsqCutrKrs/3p6ODx0e7B/tbkxOjIcP+Dvu7pqbGJ8ZGJ8ZGd7bW52Ymxp4Pjz4b39zYP9rfGnw1PT42tr88DGgyIcwMFff589+z0EBjbQMXBwH36/ODocOfs9PDtm5evLk5PjvfWVhfW1xZ/+P6bv0BavvvwRbz/NeX+fy/ev0W1/LV+/1vE+y/6vTS5tjwFxPu3nW8AUzs52QLLj42NuYWFZ0NDvY8f37tzpzk9XRoS4u/pSaXTSe7uFBIJTyY52tpgkAioibE+2hKOs8OGhgQW5OdMTT/b3FrZP9g6e3F0fLKzvbsEyOf/gQr9L77+N/Hm88LxOFtucODQ4BNw1SOSH9HUWN/YUMdh+8dEC8PDQoqLCug0aoA/q0RZdLulefzZUzLJyYnoEB0lcKWQLVEIeaosPCwkOkoQJxEjETBHB4KPtyfV1SWEG5QmT+Gw/VNkSVmZ6WCS5rD9QZHM389XmhhfkJ9rjcVYQM3RlsiK8lKam+uN61eNDPVDQ4LjJGLgQ1thLEGQm0F3o9OoTAbNEoXg88JBMA04zbY2WJgFBA6DwmFQJAKGQaPMTI11dbScnRwJeLurX182MzUm4O2MDPXRlkgUEg6FmEEhZigk3NjIACBcAOstKJAtFPAh5qbgy4HWeHhYiCUKkZ+n8PXxAs14P5ZPlDASZNPi42Lz8xSCSB6H7c/nhQOFtifgbG2wYC4HWw1fHy/wEwZ4OECmo7vRHvT2garY9vpaYmyMMCK0s61lcWYyiheWkZJUXabc31ofefIIeNudbS1NtVUiAQ8wU79793rwUZ+vB0MYEdpYU8n29SopyM3LSi8pyK2tKM3LSsfbWMUIeEnxsYkSUUlhXmlRflWZcmTgcUmBYmJ0UJ4UHxMZHs0PKylQSKIjh/sfNNRWeDKpVpYwbqDfwuyEO51y/es/C/mhVaVFJQWKB/fuSqIjQcpaEM6VJcQGsX2DOSxPJrX7bmtRfjZ4hYdwKCQHPx93or0tzdXZk0n19qC5ONs7OdgJBRFORALODutGJTs72eNx1v5+3hQXJxCqIODtcHY2nh7MJGlCakoyNzhQkZmWKBG501zFUZHRkRHJCZL8nExxVKQ7zXWo/6EsMS4/JzMiJKgoLychNkaWGKfMV9xurOvuaK1QFhbkZLY21d9urGu/1Rjg45kcH1tbUVqhLGxtqq8pL0mOj42JjABU7aLcrBRpvCwxjhcR9svPP4Ke98jA43hxdEFO5tnRfndrS1RYSFl+7sz46OPe7tLC3LrK0se93ZNPh9JliVny5LKivJX56dcvTppqK/mhQemyxFv11e5uLq1NdVWlReXF+bcba+NiBGFBASmJkvzsdEB6aa6rammoGXjYAxRLLORF8UKz02T1VWVVpUUDD3sqlAUsTwbBBlNXWVpSoMBbo60t4SB/3n6roau9BRTS8rPT42IECeIoLwaVFxKoyEhtqC7NSU8uK1JkpyX5uFPpFCKT6kywsXS2t3HEWbk6E8BbN7KDnRUCbm6It0ZRSfaWMFNHnJWzvQ0GYW5hqg8x1kXBzX086VnpsqQEsZAfmpIUF8xhBXNYIRw/LpuVmylvqC4P8vdpqq28VV8N/i0VKjIBrrU4L7uypPBRT1dTbaUyP6ekQPHwfufTwcf1VWURXA4AzQKILIigSyUxlSWFfd13GmsqYmN4IUH+j3p7gOf96dOvh0c7J893f/zh/etXZ9tbqyvLc8CoXl6afX6y//r8+Yd3FyeHO3vba4Ck++Hdxc8/vB8be3L/fvvi4uTOzgpYTb95c/ry5eHW5srS4szw0OOlxZnNjWUAMDl/eXLwFxjnNuBOA2/45GTn5HT79MXu0sokmIDHnw4OPO5trKu8294wOzV8tL92ery1v7MMlrTzM6OzM+PDQ4+fjg5MjI9MT40tLkyPPxvu7eksLsoVxUT6+rgz6BQnIh6DhqMtYXgc1tEBZ4VBwizMIObG+npa5mZGOtrqerqaaEukro6WqsoNbS0NJALmRHRIk6c8GxsFpPTurva21qbmptrOu60PH9ybnBgFX2tzY3l1ZX5m+tnIcP/Y08HNjeXZ2THAdAO6CFpbZ2f7Z6eH+3ubQKrPX54ANM3e7sbJ8d7hwfbJ8R6Q9s2N5fW1xe++fftFvF9dnH0R7y/FsP9A8f7t8P1b4Nr/zJwvA/3+Uu76Z/oNduZAtn87fB8dbQH67NTUSHt7Y25uGp8fTKUSwWMT2hJmjUXZ2WKsMAgUEqqtpaqhrmpkqG9qYqSlqW5sZKChrvr1la/+8Pt/MjDUIToRomMie3o7d3bXD4+2np/u7e6v/JeKd64iWyjggxtcTkQHWbIUZMhRSLgT0UESKwJlrRBuEMwCYmxk4OhAqK2pAv/VkpyJYKOeJk+RJUtNTYygEDNQxAJnxADCzNnJ0dGBEB4W4kR0wFqhAUXVnoCzRCFCQ4KLCvO9PN3xOFtHBwKD7hYcxGEH+IHfwqC7MRk0eaoMAbdwpZCjowS+Pl5gyw0aZfYEnJenu5amur6eDp1GJeDtNNRVdXW0dLQ1zUyNKS4kMsnJxNjQ3MzExNhQ5eZ1JAKGx9n+8Q+/09PVNjM1NjUxAh+po61poK9rZ2tNdXVBIeHsAD+KC8nE2JDkTCTg7YCV7kJ29vH2rKmu9HBn/P1/+zuSMzGEG8Rk0BLiJQ72eD4v3NYGa2NtFRMtdGfSo6ME9gRcCDcoPCzE2MiAyaARHe1trK08PZjgrJkgkpeVmS5Llgb4+d/r6v7lp58/f/x1f3urtam+qrS4pCA3XhQVL4oaevzg6WB/BDeQ4uQAxFuelFBVWhzFC/OkU93dKAU5mQMPe4P8fUMDA1IS48qK8rs7Wp886MnNTKO5OJMdCfXVFQDtGRbMyc/JDApg8UKDRUJ+ljw5gsuJ5of1990j2GBSpXEMV9L4yEBzQ7W/r0dSgjgygisRCTLkSYoseRDbNzjAN4oXmpOeAorIackJVaVFgnBueUlBnFiYlS6LCA0U8kN9POkkIt6D4RoVGcZwI2PRcEeCDRJmxg30E/JDGW5koiPe3MzICoO0wiADOX7OTvb6elo4OyyoyzvY4+EwKNHRnsmgcdj+fiyfoABWRmqyi5MD043i5uIsiAitLC1OlIhEQn5rc0PH7WaSIwGNsJAnJ1aVKZMTJGVF+VlyWVKcmOXJDA/mFOflxIuiCnIyvZm0+qpyYUQoPzRYGBHKcCVHcAOrSou9GFRZQuyd201NddUNNZV5uTk//fj9r7/89Pnjz+enx/0Pem7V1xTlZktF0Y2V5cvTk3lZaWFBAYJwblNtZVtzfU25Eggnh+UlT4pfW5xtrqvyoFHYvp71VWXNdVVzk2NPHtzPSU/hslkg5RfND7vb2pyTnhIvEooEEZmpSTXlyrTkhAguJ1Ua11BdDgLYKYmSucmxvKw0QTg3KU4E5trM1CSQCFNkpAb5+yjzc2orStKSE/Kz06WSGPABsoTYQkVmbFQEh+XhRLC2xcA9aGR/bwYOi4QY66peuwQ10fP1cKM44ZFQY2M9DWM9DS3Vqzgskuxop6V61cxQG2VhgoAYGemqIyBGSJgZGglleTODOSyCnZWvFyNOLPRkUmkuTl4MKrBRCnIyCnIyJp8OlRQoXJ0d/LyY9VVlqdK4LHlyd8ftusrSKF5oXIygrrK0KDerICcjPzs9O00GQHKVJYWxUXwvBlWRkZqdJgOHWB71dLXfri/MyxodHPj060cAafn14w9v3704Od7b3loFQ+H5yxMwLu9srwGr++xkf2t9aXpidHZq7OXp4c8/vH/ypKe7u3Vychj8l3dxcfz+/fnLl4cz089WlueWl2Z3ttf29zY3N5ZB1Xt7e/n8/Ghzc3F2dgwYz+B2yP7h2uu3Jzt7y6A5PTs1NvC4d3jg4WD/vdGhPuB5/6WMtDy1vjI9OTE6/mx44MkDwDvLVWQIBeEMOsWdSXV2IqAtYSbGejraaro66jALU3uCDdoSbm5mpKujoaujoaOtDoWY6Olq6ulq6uvpfH3lqyuXL928cU1LU/36ta9trK2iowSJCeLsLDnYsVdVlpSXFfX1di0uTAOK3MX58+2t1fv37jQ11gwNPtrcWB4fHwS2N9CAL0jzg/2t3Z310+cH4JTIi7OjtdWF+bnJk+O9hfmp8WfDiwvToOq9s7324f3r34r361cv3rx+8Z8h3n89fP8mvAaq3st7e0t7e39Brf21eH9hs3yxvVeXJpcXxvv779fUlMjlCTxeEI3m7Ohog8Oh4XATfT1NI0MdPV0NDBqOx2HhMDNzM0M11WtamupGhvq6OlpXv75soK+rp6t97eqVf/gff3/z5vUbN79W17hJZ1DSM2S3WmrnFyYO/uLK/1eJd21Nla+PFzvAT19Ph+ho7+3lASJjerrarhQyeNCLFccAupmJsWFQIDs5KdHUxMgCag6oZNlZGUnShOqqCpDxvtXcqMjJ4gYH5mRn+vv5Ojs5FuTnergzuMGBDvZ4Wxuss5Mj1dUFZ2cT4M+KjhKAopofy0co4Ht6MHW0NWEWEHB8E5SsmpsamhrrvTzdQ0OCbW2wODsbF7IznUZFWyLhMKi6mgrMAmJibAiHQY0M9VFIuLmZia6OlqaGGswCYgE1N9DXVbl5/eaNa1CImbOTo7qaypXLl2AWELQl0hqL0dfTuXH9KgJuAeZyRweCupqKgb6uqYmRE9EB7Oc93Bm+Pl4psiRnJ0c3KgVmAXGjUlJTkpEIGIPuZmdrHRMtdKNSwOweHMQh4O3iJGJRTFRoSLA9AefOpNfX1WRnZTDoboBDB3rzrhSyhzsjLlZyfHgEror9+O2H2orSKF5YukxKxNuCtFqFslAYEcqkukTzw5PjY4ceP6guU3a13xYJeDQX5+oyZUlBLhYFZ7iSrS0R1WXKtuaG8ZHBns6Oh/e7kuLEx/s7pUX5dVXlvd13eaHBcaKo7jttiRJRvEjICwkkO+IzU5PAmazM1KTaipIMeVJaSmJOZqoiSx4ewoFBjHlhQQmS6Gh+mCfdNYoX+vN339RXlUklMUlxovBgdmCAT1RkGC8siOXNBLO1nbWlO51CITk4OdhRSA4YlIUjwcbMWM+TSSXa2yLgECsMEmuForqSfH08tLXUMGgEAW/j4+1Jc3MFD0xYKzRAADk7OSKgZvZ21nRXsjgqMkUaD5J3edkZDTWVAb5e0ZERHnRqSWFefk4myZEQL47mhQSVFuZFhnFFAl5jTaUgPCQlMa6lobaptgrA4VOl8SCqJggPEYSHhAezvRhUDssrNyudFxo8NTn+6y8/gcl7fnoiRRoPAoNJ4hiFPKU4J6uptlIQzpUnxcuT4jtaGkGnubvjdngwOzM16f7dNn5okDfTDdzvejb85M7tpuO9ramx4b7uO90dt5fnpgoVmc+Gn9RWlAQH+AKxqJj3AAAgAElEQVTwWXaaLC5GIBbyovlh9+60Upzswfx6t7W5obpcKom53VhbWpjrxaDaYpD52elcNitVGhfFC62rLD3c2chMTYrmh4UFBYDEHDgyFhrIQsPNkFBjIh5LxGNxWCQGYY6Gm8HMDIz1NAg2lmi4maGOmqbK14Y6aroaN2wxcDTcTO36V6YGWqYGWva2aCwKioAYwaEmlggIN9DPxdkeZ4PG22KI9raBAT5iIQ/EJipLCsGziFjIC+H4CcK54yMDEVyOnxczI0WaHC8GbwsVme23GsCR0Af37t5urFXm54gEEffutE4/GylUZMbFCFKlcZFhwQE+HlJJjCIrpbQ473B35/Onzz9+/8Pnzx+fnx5Mzzw9Oz2cnBh9OjqwvbX6zbuLF2dH21urF+fP3746e//2/P3b84sXx0f7W8sL03PTz9aW5zo7Wx4+7Boc7Ds42Pjhh7fv359/++2rb755Cazct29enp0efv/du2djQ4sL07s76/Pz4y9eHIyPD/b13d3YWBgaelBdrezvv7+2MXv8fOvoZBMs4UcGH5UW593val9dmhx6cn9irH9zbfbl6e7h3uqTR10drXX5eVlp8qRIfigvgsth+7qQHSkuRIoLEWdnZY1FoS1hFlATXR31G9cva2upopBQM1NDLU3VG9ev6GirGxvpmZoYXP36kqrKNR0tbXVVNQ019RvXrqupqH59+QoMauHBdA8N4bB8PZKkkoryYnBbZX5ucmb62c722tHhzvzc5IO+7nvdHdNTY+tri91d7VNTI4uLk6CQtre3BhrkFxfH796eg8X47Mz4/Nwk0OmtzRVgK/T1do0M929uLO9sr+3urP/4w/v/H8X7fw7f/ybx3lyb3dlc2N6YX14YH+y/11hXmp4aFyMMCQ5mUalEMpng6uro4GBtZ2eJxcLNzfUh5kY62mpfXfq9vp6muZmhpsZNPV0NbS1VPR1dEyNjPR3dy5e+UlNRvX71mpqKqr6u3o0b165evXL5yp9QljAa3YUTyFKW5Pb03vkvFW9wkRMQxOg0KpnkpKerDTE3lcZJSosKRwcH7t29Q3elZKenubmQnewJ1liMgz1eR1uTFxEWyAnISJdHhIeGhgQX5OeCMrdYFG1qYtTc1CCI5IFyMxIBw1qhy0qVWCs02hLpQnYuURaBaRiARYG9faejLT4uNjMjjYC3QyJgoAMW4M9i0N1srK18WL5oKwwajVJVvYm2hLtSnO2sLc1N9K9d+9rMzOTmzesIBExTU93c3FRXV9vQUF9XRx1rhbTGoq5f+8rWBm1irGdni7GAmhgbG6uqqsJgMCQSaWRkhMPhDA0NoVDotatfQSEm1tZWlpZIGAKOI+CpDCaVwYyPi/Xx9gQp94x0ubOTo6rKjaBANng5OhBSZEllpUoMGgWCAq4Ucpo8BVwSAwQ3fz9fsSiazwsP5ATcbmlOT0uluJDcqBQMGpWakkxxIT1+9OCXn3/8/Olj371uJzxeEhVVXVoawQ2M4oX5ebnDzU2EEaE9nR1ri3M/f/e+prwkIyWpu6M1JjIiwMczyN/XFoPyYrjVV5UX5GRWKAvBGZKpsZHmuuqxoSd+3h7pKUmjg/13Wm/FRguEvDBnB3xWWsrtxjofdzqdQmqorqguU9piUGxfr5jIiNvNdVGRYfc62wb7+9pvN1ZXKElEvLcHLSTInx8erCxUBAb4cAP9+OHBDDeyk4MdwcaK5eUeGR7G8vWGwWA4HMEKa4OxsrbGYjBIGIPqYoW0INhgiHYYtjfD3dUJg4Z7ezHoNJfgIH+iIw4OM0NbwpgMVzIBx/JkejFpVFcXAgFnBjF39/aiuXu4UKhe3r7+/v5iUXSCOKq+ojiWzxVFBIF9uI873YVoX19VLokWJMfHRoZxl+amlQW5LC/3tluN4qjINJm0+05be0tTVlpKY21VWXFBblZ6bWVZVlpKWXHBzsYquMbNZbMSYmNys9LT5CmvX51//vzx8+dfRDECd6ZbSWFea3NDgI+nLEFCdiS4OjuUFuYuz029efn8/euXzXVVY0P99VVlkuhImotTeDAbg4DKEmKB8azMz3nU01VbUTIxOvjg3t2pseFAP++l2cnBR73ttxriYgRB/j7gumhmapK/t3sUL3RxZkIs5CGhppFhwZUlhV3tLbmZ8pnxUQA/iYsReDGogX7eCeKo7DRZTbkyKU7ECwlkeTPd6RQSEW+LRTngrZluFFcSEY2EQkwN9HVUoWb6UDNdGFTX3FQTa2lujYagYEYMqiPBFmlvh8JamttaWdhgoBZmusb6agioAd4GQSRgcNZwrKU5AmVibq6PgJtTXUk21lZ2Nrbenj68cL44ml9SlJuVLstXZNxurhvs70tPlTJpLuHB7Cx5coI4KoLLqSlXzk89SxBHlRbmlhQostNkDdXlLQ01d243AWZ7qjQOBAjATZfNlQWxkCeJjozmh9XXlMplCQ011R9/+fXzp8/ffffhfs/dicnh44Ptp8P9zQ3VE2NDQ08erC7Nvnv94vsPb95/8+qH7795++bltx/enJ0e9vV2VZQXV1YoW27VHx5sb24s7+9tArF/9/b83dvz9+/PgWx8++2rly8P5+aeDQz0dnQ0zc9Nrq0u9D/uvdPRsrmxvLW5kqvIaG6qnZsfB4S145Odza2l9Y2F5ZWZ+oaKB/13Rp49eDbxZH5hYmV5fnRkqKGmVhwV7eXLJtg72djiyGSyG5VMc3WmkuydHbAwmKG2xnWtG9dghkY2FhZIUwMLY01LCx0rUxOYgR7M0EBfXVVLRcVYX09LU/3KlSu6+iqmRrrmevoII4iJlpHadXU9PQNjczNnZ6KdnQ2NTklPk7W1NIwOPdxcmVuZnwRZ8d2d9eGhx22tTYMDD5+ODgw8eTA48HBrc2Vvd2NtdWF7a3V7a3VtdWFjfQm0ul9dnM7PTYL2HdDps9PDo8OdifGRmeln4COXl2bfvvnLYZLvvvtwfnF68ers9ZsXr16fvX7z4vWrsy9487/WclAn++3ZEiDhf63iv92Z/zZw/vxk//hoF8DYgfP9FyDa9uze/uLKysTm5uz+/urq6jSg0Ozsr8wujA0M9za1VMXERrhQHQmO1o4ueEd7ByeiA8nZnkSys8Uh9Q20rl+/qqamgYDp2WDNLSA6FhAdNNLU3ETbQFfNUE9dVeUf1VX/oKby+5vX/1FN5Y96OteMDVVNjNRMTIz+9Kc/GBjo6ehoQSygzmQS2trGN4D9ePTO+v7Uy9c7e0fL65szANsC0gb/IeL9RbmPj7f/L15EmLOTY4A/SyjgI+AWDx/0hnCD8vMUdVWVLk7ENFlyVprcEY8rVxYH+Pp4MRlER3tPD6ZQwJclSxPiJYD+jYBbsAP8ggLZ3OBAXx8vRwdCclIicMTBLtoShQCFNBAdB+dHrTCWPt6eebk50VGCzIw0sKMOCmQb6OvaWFt5e3kEBbLlqTJ3Jh2FhNMYdCLRAYVCwCzMrDBIDMoCZ4NGwsy0tTXV1VVVVW+iUAg9PR1jY8MbN64ZGxsiEKYQiIGBgQYMZmxvj8VgLLS1b2poXFNTUzMyMoJAIFevXr18+TIWi8VgMEgk0thIz9BAxxpraWJiZGEBIVNc8PYEN6Y7y9c7Ijy0vKwkNCSYw/YPDuJECSMd7PHmZiYh3CAtTXVQb4uPi02Tp3h5utvaYK9dvQKzgABmCzc4EGJuCm6J0mlUQSTPy9MdoNrRlkhRTFSKLKmutvrzp18/f/q4uboijY2NDA2919EBGttvXp6my6SbK4tVpcWRYdyj3S15UkJtRWlLQ61UIgoNDIiNigRXujtamm431jXXVUslIravV3WZMjKM+7j3np+3R6Zc1tN1JydDHhrEDgpghQax6a7ksqL83Mw0cDM0MTbGm0mjkoiNNZX3OtuaG6obaitY3szEuJiQIH86lRQS5J+WkpivyKirLmP7eQVzWHFiYRiXzaS5UEmOAT6ePh4MphvFheyMRMA0NTUJBAKV7ORKIlohLSxMDX2Zrj4MCh5tQXW0DWB5+vt6ODnYWWMQFuZGLs72eFsM3hZDsLLEoZFeDDdvdzrFhWRjg8XbE+hMBgyODAgIAAWEpDhRcV52bVnh8tSoLEGSII5OjI2pLlNaWyJEAl5oYADJAS+JEVaVKZvra5rqqr3d6VSykw0GRaOQwPHQRIkIZ42xwaDEUZGSGGFNRWm8SAjQY15M2tzUeKw45tXFy08ff/n464+dd9v4vNCaitL66oogf9/Otpb9rfVHPV3zU8+y5Mk15cpXZ8e3G2tBNRlMxmIhTySIaK6runO7qaezvam2MjleHBcjuNvaXF6c3993LylONPS4r6WhJi05gctm5WWlcVheIkFEXWVpXWVpeDA7MTY60M+bHxokEkQ8G35yt7X54f3ORz1dMZHhyfHiAB8PoPfypPhCRaYiIzWE4xcezA7083YjEx3ssEQ81oWIIzvaWSEhepo3r331+68v/YOBzk1jfRULM21TQzW4iSaViHWxR1McMFYwAzcnazLBEmmmbW8NQ1sYwEy0LKH6NihTHAZCtEO6Eq3xtkhLhAnUTN/OFoOAQ6wwlgwaPSSYGyOMyFdkVFcom+qr2loaZFJJXk56RWmhLCEWg4A+vN/JcCUBNurowKOacmW8SOjFoLoQCUa6miEcv9LC3L7uOxFcjoMdFqTbSgtzu9pbAv28y4ryEsRReTny+13t1eVlnz99/u7Dt7/++vPC4vTc/Pj2xvL8zPjE2NB371+/uTh99/rFh3cXb1+d/fTjh59/+vbd2/MP71+/ODt60t/XUF9VX1c5MT4CeOZAtl+cHQHAKrimBVbHu7urc3PPJiaGnjzpefjgHlikL8xPgdh2RXnxk/6+hcXJ56d7R8fbR8fbu3trc/PjQ8MPb7fWd95vHh59MD4x9PRpf1trc0ZqcnQkPyiA7Upl2DsQra2tUUgLC1NDmImOuYGaruolcxNVHbVLOjcvWehrWhrrQnVuQg2uWsE0kAbqMB1VpKGmkfp1nZuXzQ20YGYGSKixhZk23FQXoq+FMjZGGZsaa+lqqKlfufKVgZEhBotGoRAUCjk9TdZ5t21pfurixTEIBCwuTJ+dHs7OjCuL84oKFVubK7ea6+bnJgG2ZWN96Ul/X3lZUXpasrI4b2J85NXF6drqQsut+va25qXFmd2d9Z3ttdWV+dGRJ0C8QVn81cXpvyLev9Xvvx7B/5Z4/zP9/mvxBvoNagWHB9tfxBtAVLa2Z4+O1nZ3FwHhDtDldnZWJqZHKqqLY2L5waH+7l5UewdrjBXMEg21MDOGmBoY6Kpoa17W1rysrvKV6rXL2mo3DTW/hhlpGmpcNdG+gTDRNdfTNNFWM9VR11W7rK9xzVRPDWaigzQ3RJgaWRjpQwx0zc2MVFWuaWqq37x5XUVN1djUxNgcgrGxDQrxvdPVvLW7tH+4dnK6fXy8ubu7fHT0/0Wk/8/i7cfyUVdT4fPCfX28sFZowAOXJsbHi0VhwUGhQYGR4WFuLuQoPs/Hwx0FswgL5ZJJTv5+vn4sHy9Pdw7bH+S9hQK+r48Xh+3P8vX29/MlORN1tDWBkcny9eaw/aOjBCATLk+VgcwXg+6WnJQIumQ21laCSF6KLMnXxws4x+BItqcHE+QFcDhbPN4OAjFDwCFQiImFuRHCwhRubohBWdy4egkGMYZDTbTUb1iYG6lcv2yNQUCMdU0NtCDGulATPZiZAdzcUE/zJszMAI2w0FZXMTPSJxLs7O2szY0NzI0NICaGSJiZro6GJQqmoaGGQiHIFBcNLU17RwdBJA+Ps42OErB8vUFx3I/l486kRwkjQ7hBeJwtwKtFRwnApkFfT8eP5YOzswGhPHD7xMOd4cfyQcAtiI72opgoEEe3wlhSXV38/Xx77nd//vzx088/rS8v+bq7M11dC3Nyovnh/t4ej3q6C3Iynw0P5Gam5aSnlhXlp0rjpRKRPCkhMzXZjexUoSz0ZtIKFVlSiSglMe5WfU1bc0MUL6yzrSU7LaWmvCQyPKQ4X+Hm4kwk2MWLo0OD2DUVpbHRgtam+pKC3NLCvO6O1oyUJLGQL09KuNt6KzEuJjkxNkYYcauxprmhGnic3XdbAedcHM23x2FdyY7+vh6eTKoD3ppKcnQhEugUZ4Yryd3NxRIBgUGMqWQnsiMeYqxPcbQjYJEuBCwZb+VNdSSgISx3CtkeS7bH0kh4FwdrV6It3FSX5U6hORFYDFeClSWV5Egk2GHQCDrdDY+3s7W1DQgI8PRgEmyxKdL4tOQEWVx0SV5meDAHXETNSEmSJyU011WLBDwu20+RmfalGp6XnYGzxkjjxG4uzgmxMfLkxNrKshRpfJpMKk9ORCMsyooLChWZSXEiYUQIxdlRkZmWnZXxzbs3YPJ++OC+E5EgiREW5mYLI0JLCnIf3u8aG+ofeNjTXFdVqMhsrqtKjI2uKVc21VZG88NiIsPTkhPiRcLqsmKAee9oaaytKGmsqZh8OlRamFtenA+OdgADAjjlKYkS0G8uVGTeqq8uK8rLz04Hp8kAZLSkQKHISH3U05WfnR4ezAanwMKCAlieDC6bZY/DuLuR3N1Ithg4zEQHAzPGW0Ht0OaONjCUuY6++mVDza8tIboQA1U0VA9mrOGI1CNhjAgwbQYBRsIYka2MndGGdhANO6QRylQTZappAzdwsDLHoYxxKGO8pYklVN8Sqm9qqIGGm9liUWSiPY3i4kpyJhHxsTGRLU21Ha1ND3u7eGFBxQU5ykJFdpqsOC+7o6UxgssRRoQAIjq4bRrC8fNxpwkjQiLDgvOz04tys5rrqpLiRNlpsmh+GMjS52enlxXl8UODwrj+Ha1NQ/2PP/7y6+ePnz5//jgzO973oHN9ZX5teW5lcebnH95/9/71N29evrk4ffXyBLSbnp/sAxVZXpodHXky9nRwe2v13dvz99+8evP6xds3L8H7IJh2erq3ujr77NnAyMijsbEn8/PjMzNPN9aXvqSvN9aXvuTOFhYn9w82jo639w829g82dnZXV1Znp6ZHnz57fLerOSs7JUoY4eVJd8TbOjvYU4hEiLmpsZGBsYG2ia6qic51C8MbSKMbFrqX4UZ/1rvxf+tc/Xu4/lW8hZa12XVLgz9aGv7OzuwGSu8y2uBrc/U/6l/978ZqfzDTuoQwvI40uoE0uAlRvwJR/RqmqQrV04IY6OpqqplDIXZ4nI2dLQqFcnBwSE6Wzs3NfPvte+Beb24sb6wvARzs+LPho8Odvt6u+bnJrc2V9bVF8H113m2triptb2teX1sEJe/xZ8NDg4821pfm5ybnZieWFmfm5yZnZ8YnxkdWlucO9rcuzp//6+L9b9Tv85cn/4p4/8uBNTB2/0/xBrG1nZ2lzc1ZAF0BZJWjo63Fxcn6usrw8FCiE8ESDbfDYe1sMTALU1MjXWMDbc1rfzbUuGqsc9lc7wrC9AZU94rW1/94/Xd/h9K5YmOsCtO4BNO4hNa9AVO/bKF2Bab+teGNr/SvfWV44wpUSxWuqwXV1DRVVTVVVdXVuGGgraqnraaro6GurqpnoI+2wsAt0SYmJiwWq7u788XLk9Oz/d39laOjtZ2dhf8U8abTqG5UCs7OxtnJkcmgsQP8QIg6RZrY/6AvLDiI6UZls3xDgwJLiwqz0uQ0N1d/P184DMoO8KuuqqiuqogSRubnKba3NirKS60wlh7uDAAA/3JWxI/lExoSLBTww8NCQCwukBPg7OTIYfuD09pMBo1Oo+bnKUQxUeFhIRBzU0sUAmYB0dfTsbXB6ulqW0DNzc1NjY30DPS1dXU0dLVUrS0t9LVUTA20zAy1Va9dUrv+lYG2qr6WCgJihIQa66hft7WE0MkEljvFWEcFbwWzt0ZQHG0IWDgGAYWaGGBRMHtbK5iZkamBjiPOWldDxcRQx9hAGw41MTLUJZGcKBSylpaGE8k5KJAtFkWzA/z8/XwxaBQAs0TyI4QCPsWFZGuDpdOo3OBAby8POo2Ks7MBOXleRFhFeakblSJPlT0dHQY/BABVFcVEgccdtCXS28tDLIpeXlr4/Pnj508fVxcXvOj0WKEwIjg4hOOfnZaSnZaSl5UuS5DsrK9sLC/IkxKi+eHdHa3ZaSlTYyO1FaVxMcLIMC4vJKi2onR3Y/VWfc2t+ppvXr18e34mlYhCOP5J8bH+Pp7x4ujC3GxpnDhTLkuTSW831csSJPfutKXLpACTwg8NriwpShBHlynzgzms3Oy0nu6OmsqSpASxjRWSQnLw9/WguTpTSA54W4wbxYlExDvgrQl2Vjgs0t+TRnG0g5vq+ntS8WgLY63rRBuEG9EOAzUK9KZD9dXC/N3dnWyTo0KlkYHOtkiOp2sE25PtQfFnkn3ciLYIE36gN4fp4k8j+7qRmGRHHAZOxNs4O+JobmRvLw8+L5zpRiHYYpPiYwtzs0sLc+uryvihwRyWd7woKkEc3d93Pzk+lsv2C/TzKVBklRUXBPh6pcmkFGfHsGBOXnZG263GR7334sXRu5tr/Q96pHHiRIkoTSaVxonbbzU8HXwcHswOC+YU5mbfv9f14w/fff788eOvP/b1dkcJefLkxKT42MgwbqEiq7aiFLBRt1YXq0qLonihuZnyx73dNeXKRz1d6bJEWUJsSqKkrrL0UU/X+tLc3dbmvu47P3377sOb81RpHDCqfdxp8qT4uBgB4H63NdePDjxqv9Uw8uRhW3N9QU6GMj8nXiTMzZSLhbz87PRUady9O6056cn1VSUR3ABnexuQEnciWOtrqVgizPDWKHs7FAZmaKZ3E6KngrXQI9lYOFga4OA6lsY3rSEaRLQJ0uAmAWHggDJyQWl525uzychIL4IXwcwZrs4iWoQxbHzJWDoeRrWFkK1MGAQ4DWfBtEfQ8TCYoao1TB9hqmWLNHV3dfT3ZlBdiHCIKRYNjxMLHz+497C3q6e7gxcWlJwYGxLkX6EsGB14FC8SpiUnKPNz+vvuRYYFSyUxmalJgJ0HgveAnPr2/LS5rkokiEiOF4ME/ujAo6baSg8apbZKOTf9bGdj/acffvz86fPHj79s76xtbC6uLM5sbyyvr8xfvDg+Pzt6c3H6/u359x/eAK8XwEZevzo72N9aX1vc3lo9f3ny+tXZN+8uzk4PT473vv3w5uefvv3m3cXS0tTa2tzQ0IPu7tb+/vszM0/BxeU3r1+8fHEMRAgkrkGA69mzgeXlaRBBB1TwiYmh5ubqtHSpUBjqRMSbmxnqaqnqaaoiIKYYhIWG6rWrl35389I/mGhftjJTtTO/SYTddLFUd4J/ZWXwPyz1/8kJpepFNPZ3NmI76QU563BIxnQrFTpGjY5Rc0GpkBA3cCZ/tjH4k7XBVy5ITTpa19lczVrvmqWeCsJAw1xPE4GAEYkOZDIZDoerqqo6k0ld3fcvXr358P71wf7W9NTY5MTo1OTT46Pds9PDne01wIEHF0KnJp+urS4szE/NzoxvrC/t7W6sry0eHe68fnV2dLizubG8vDQLlP5gf2t1ZR400H74/pvPn376P4r3P9uf/zMV/1/6/Rv/+7f6/bc8b6DcB/tbQL2AeO/uLh8crACG3dnZ7srKTFNjDS+Ci0HD1dXVVVRUjAz1LeFQUwPdG1f+fPVP/3jjq99Dtb+2MlaxNruOg14jodWdEaq2RlesdC752ahzHfXZOB0OXjfI3sAbo8aE36RBr7midB3NVbG6V9Bal7C6V3FGKg6mmkRzbaSRGtxIw1Tnppm+uom+JgaNcHV1sbHBGuia6WoZhofy52Zmz04P9w5WT0439w7+Zv/73yXeFBcSuJ8hFPA93BneXh6WKISpiRHexppGcYGYGDvicbLEBEFEONON6smg+/v5xknEYNNOp1FBytoaixFE8nIV2Q72eKGAD4AkkfwIVwo5Pi42IjzUx9szkh8xPDQQHxfLDvBLTkoEx7M9PZhenu7c4EA/lk98XCyoPgPMKpNBMzE21NRQ09RQQyHhYK1toK8NNTO0MNUn2FhCTfTsrRH6alfUrvyOjEdjYUYm2jdIOEs0RN/KwpDrS4vlcYK8qWY6N9zJOI4nJcCdTECb2yLN0RBDR2ukt5szAQMz1VF1tEbiLKHGehomhjqGepoIC1OsFQoCMbOwgNjaWpOciYJIXn6ewo/lExbKFYuiAVo1hBuUnZUB6OuimKhIfgQvIiySH5GfpyCTnBzs8Z4eTJgFRBDJA70ynJ1Ne9ttrBVa5eZ1QLZxdnL09GCmp6Uqiwu//+7D508fx4aHZPHxLfX1RQpFUpy4vqrc3Y3CDw12dXaM5ofTXJz9vT2i+eHjI4MiAa+mvITD8q6vKpcnJRQqsgCpu6won+XJZHkySwvz+vvuc1jeg48fSGKEaTJpVZkyJDDgYU93ODcwLztj8FHf+fOjdJk0MzW5QllIdiRkyWViIV9ZqJDLEqorlFnpstTkeHBjWxTF8/Gk22JRWDTcAW9NdSHibNA4G7SzI46AhZPtsYHebl5uDjSiNQFl7EWyZtMdXPBokjVcHOqPMlQTcX3yk4QNhXI/ih3DASMXheUmRSfyOaHert5kO6ajlZDjkRYdznJ18CTh/JlkBglHtLPEIE1dnQlUkqMHjeLsgHenuXL8fGSJcdVVFYMD/Wxfr0c93YmxMYWKrLKi/KrS4p7ODpYnMzlBUpyvqK0sa2msKy3KLysu4HL8I8NDovjhgf6+uVnphbnZgf6+edkZW2vLCKiZrwe9/VZDSqIkwNdLWZBbVqo8Oz359PGXX37+vrysuCA/p7ayrLW5oUJZqMxXiIV8QEmLiQwHaJeWhppHPV0ZKVKguzXlyvLifNDzTo4XAxlOjhfPTjzNSU/JTE26c7spPJh9t7VZnhTfWFNRW1FSXpyfLkt8dXa8MD2emZrU2XYrJVESLxKCMlVTbWVBTkZf9x9v/H0AACAASURBVJ2MlISURLG/N8Ob6erjTsWioGaG2nqaN6Fm+hATbbipNspcB2WqiTZVtUfp0XBQirUexVqPbKVDszPxIiJwEA0nlD7NFupgfi0nxrelQJId7RPgbOFNMEkJp8vCaMkR3hGejmwKluVsKQmiS8M8RWwqy9nS3QFJw8GtzXWsYYauDlgnHNoSZqqnreLsiPP1YoADcU31VSVFueUlBdkZKR0tjYWKzN6ujtxMeWJsdHFedmtTXXVZcaEis6WhJic9JS5GkCVPFkaEKDJSSwtzK0sKA/28799tqylXMlxJRblZFcoCWUJsAMu9tqq0rLjoC9t8ZXV+Y3Nxe2P5zcXp21dnH95dvD5//vr8+dnJ/uHe5s72Ghi7AYj76HAHbL+PDneWFmdATXlleW5vdwOgQNfW5nZ2VmZnx6amRlZXZ0GG6+RkZ211YWV57v03r15dnIIl88T4yOTE6NLS1M7OytbW0vLy9MHBxvr6fHW1MiyMjbVCYdAIbS3Vr7/6w9VLf1C/8bWe5k2VK39U+/qfrv3p79S/+juE3p+d4DepqJtMzHV/nHqIo3oQUYNLMYz0gEvYVjl8h9vpPiNV/PbcwDKJW2kstTyOUSZyy+eRErxQQlfTlADHQiGjNNo92deWjTcgQzVQuteNVa5ATQyoJEci3hYOMTc1MYLBYAJB1JOBoaPDnY31pc2N5dPnB19c7cOD7ZnpZ1ubK8dHu0uLM9NTY2CqXl6aXVqcWVqcWVme29/bvDh/Pjc78aS/7/Wrs6XFGVA5A4W6keH+7a3Vf2VtDsyIv6Xfv5Xw34r3b/X7y4XQf3H4/lviDS6+rK3NDA72ZaTL7Gwxmho31dVuXLp06fKlr1SvX9NUuX7jq99f/d3fq/zxv6v9+R9wJteJ0Btk2FUa+qofQYPrpBfpai71ti6JRDdJiW2p1N48n0dF7M5Mj9syWn0cqULipowmZwTZxXnA4j2RmcGEfJ5LbjgplIZ1ReuhDa4ZXv9H/Zt/xFmaU53s8NYoS4gV3BRhhcRmpMpXlucOjzd29hb3j/+m5/3vEm+io72drbUrhcwO8IsVx0gT48NCuYkJcS2NDZKYaAQU4uxgryzIl8ZJXJyIvNAQOo0qT5Vx2P6WKAQUYhYWyvVwZ1hAzWEWEAD3liVLpYnxVhjLEG5QaEhwe9vt4qICewKOHeCXIkuK5EeA/i6D7hbgz6K4kLjBgZYoBAaNSkyI8/Xx0tbSAIl8C6j5zRvXLv35j2qqN7W1NDTUb0JMDXQ0VbAoqBUSYqKr+v/Q9l5RbSZotnbPnO45M9PdlV2ucjknbJNMzjlJSICQECiCJJRzRAFJKIBAiJxzzjnYGEywjY0DNgZjk3M0znaVK7mC/4tvVp3+u7vmnHNx1vqWrr4b6Wbrfd+99+PrZhcFA9HwiGBvRzwCDPK0Nz+2P8DNxvzYfhuzQ/BAVxo2DBPqC/N3joJ4cYhIdIgPKTI4PMgT4uOMAHtLWCQ+FY8OC4SDvChYuK+Hk731WauzJ9yc7U4eO3jwq/1enq7nz1s5Oth5ebp7erhRKbFajZrLYVHIJColNpZEcHK0p9MoREI0IQZPo5LpNAooKADYXjjY27KYdK1GDYWAgaM4FALOy81GwGHA5TtRr6XTKHa252NJhLLS4vfvf3n/07u2pkYiFsuh0dQyWXFedllhXm1FaXlR/tXB/lujV9JTkmAQUIpec+XyJZ1KoZbHaZVyQLeUUjERh6YQ8GWFebHRWBIeE4OJys0wVZYUtjbWFefnUEkxxiRdVVnx+59/LMjJRCPh9VXl2WnGsavDHc0N8XGi4rxsCZ+TZUpJ0qlCIYEAppPLovp6uUJAfkh4CATk52Br6exw3t3F3tPNMcDXIwwaBA8LphOj8BGQsAA3MirYpOaqudFxFESSkBgJ8kAFe0UGunifPxET4mWUMnQ8gp5P5EfDE4VUvYCSKmOrWDFiUqSGS1KzCZXp2mQJQ0rFaYQ0tYCOg4PwEZAIiC/Y193F1sLN0RaHQkJBAVAIGAaDMRiMtsa6kvycnPTUJI0qLzMtBhNFxKGbaqskAm5OhiktJUnAYcrEgrSUJA6DigiD1lSU5mdnxGBR+gQlAAbt7WyjEKOBhvDejhYRj42JRPC47O2tjfe//vz+/U9qlZzFpNJiCcYkXWlBbndb840rQw/vjz9/vHXjyiCViBfzWDevDV8fuSzmsRprKsQ8VkVxfnlRHtDXnZasryotZFFJfBYNKDO/fLG7taFGJRNnmZJz0o1Dl3q/eflUzGNRifjBvp7OloaFR1OtDTUKiUATL5WJeJUlBcZEjSZeOnChq7ayABUBsbU65epo6eFy3tzssOXZo9bmx63Mj1ubH7ezPOZhZwb2sIwIsEUF2aECz4uifUTRPkoaVM9Bpgjx1DCPSC9rXIADwuO0PBaaHU/OjicncqMEWP8MGdHAR6eJYpK5mHQxIZmLKdFyClSMAhUjmYvJlLPiYiPQQS5wfyc4yN3F5rT9+VMuDueCg3w9XB283J2I0WiFVNjZ1nihu62itCDDmAR4AIHC/PystJL87LrKUiGHkWFMKshOx6MiRFzmpZ6Oguz00oIcTbw0HAoaGbiYok8QcZkVxfndbU3NdVXBQd4EPCrVkPTzu5/e//r+8eOd7p62K1f7Z6YnXjzd+eHb1+++//r7t6/eff/1d9+8fPlsd211Ye/x5jdfv3j5Yg+o/AQKRIcG+7q7WkevDa2vLe7urM/NPrg/cfvh9MTKysz29jLAdAKY069f7714sTPQ3zsy3A9ozIvnj7e3VgcvX+y/1DM1cXNteebRg/G15Zlvv342NNBDwEc6O1hZmJ+1Nj93+MD+zz78876P/nL0y09PH9l/4NM/nzr4Z9tTn3lZHQh1PUKGWEjRDjqicyrNo14Bq1bCy5TIQnVkiTqyIQlzpYD5sC7uTqNipJhzo1I0Xqu4Wxd/v049Viy+mie4V6u/V6cdr1L0plHKZJFJtBBisCvI3tzX3hzkZufrZAPx9YD6+7g52oH8/ehUWkqybvzODWB/AMDTJu/fuXXzGiDez57u/OZZA7pU79y+Dly1N9aXdrbXLvV119dVvnn97NHD+48e3gfM5zeuj1RXlV7q697cWP7vxfv/UL+fPd35R/858PzTqpbt7eXfW5tvby/u7q62tNSgUQgL89PHjh48cfzwoYNffPzRB598/NcD+z4+vP/Do5//1eroPjfzwx7mh8IdDsX4m/ERNlqiaybbt4AXWCGGtiZgOrSggTTEcFbUnTLKRCVrvIw+UckaL2PeruLdqxPdrOAM5pAHc6g3ywW3KoQjecxaLcXEhqliAiI9zNxOf+pz/qi/41mot32IbyDUL9DN1g4eCsnJSb07Mfr42cry70/ef9sf93ddcv978QaDAoHwEjA4xkTjCvJzS4oLy4uLCnKyY7AYqUiYrNfxWEyVXJaTkR5LIkCCQfDwsKjIiBBoMNBPEhONI8cSddoEPA4DVJxGIhGm1JQ0k7GqsryhvtbP15tBpwI0TGOKoaS4MF4hc3F2ZDJoiXqtMl6Ow6J7ujvRqMjPPv34jNmp48eOmJ87c/LEsXNnzc5bWx47etjB1jLI38vdxT7Qxy0E5OtqZx4e7BsTGeLveDaOjsWH+cpZ0b72Zg5mBwSxkWIqGuHrTEaA9UK6gBAZ4efCRIfBvBx40RGUKKiaT1FyY6NhAQFOFloRnU+Kigh0iwwL8vN0DvB29fVytbexcHG29/XxcHayO3vm9OFDX5mfO+Pn643FoBRyKSwshEYlB/j7eri75uflMBk0CpkEBgWGQIOzszIgwSA72/M0KhkAgEKCQXESUTA4CNg0uLk6c9hMAZ8LhOhsbaydnRyGhy4D4j06MsxnMukkUhyf31hTKeKybl4b6WlvWZ57tLY419pQKxcL+nu7ejtas9OMrQ21uRkmpVTMZ9HFPHacgMumke/fudneVJ+gkGqV8taG2vg4EZ/N4LMZZUX53e0tN64Ob6ws1laWUUkxGUZDYU5mbUXp/Ts3+3u71PI4Ig5dU15SXVGcnprUVF81fmsUj0GeMzse5O/l4erg7eHsZG8NAfkF+nl6ujmikDBSDCYqIoyCh8diYZzYKK2YzCOE8KODTXHEIh0rM0EI87ZjRIHrchIlJISWG5Or5tzqqRbiQo0iioqGVtHQmXJWsV5SlarMUXL1fJKcimoryUiRsRIEVD4ZhYODyBgYIQoWBvLFRSFwUQhIMMjJ0d7Ozi4wCEzAolrqa8oK85gUUrIuIRQcWJCd0dHcAJS6EHDoTFNKR0tjDBaFR0f2dLTKJUImNVatkFaUFIYGB9HJRBaNTIslFOdl1VWWSvhsHosODvDl8zjA2vznn75PNug4bLpaIS0tzOtqbepua54cv3Xv1vW1xdkn2+v1VWWlBTm3RkeaaiszUw097c2tDTVAjkvAphsTNZUlBTNT9/q62/VqRWFORlFuZrJOXVaYm5lquNDZeuPK4NOdjSfb65mpBhIe3VhT0dvRMj1xZ/bBRGNNBQAjAUbV7LSUsatDaSkJHi7nTx//8vTxL83NDpudOGBudtjG8qSj3TlXR3Nf9/PBPrbwAFtMsF1smBMd7qqi+KkpgQWqmHI9vSZFoKHAqBBXMRqUKScnctHpUlJLXkJ7oS6eAsuQxeaq6GUaZqWe05mrqk7iVSfxcqXEjhzlldr0/Hi2koIkQjwQPnaIIBcfFwuQryM4wMXB1hL4M21vYwEK8M7JTL3Y056VngKQ0/CoiFujIyX52VWlhbUVJUwKcWTgYmaqgcekJijietqbo+ChBq1Kr1YU5WZ6uToWZKeLeSzAQNBcVyXiMpk0QlREWF9PN7A2f/PmVUtr/eXB3rlHk4+3175/++rnH9+++/7rn398+8u7b3/87s3LF3tvXj/7/rs3L54/BuxpqyvzC/MPe7rbhocuTdy79fTJ9vffvXmytwXskGdn7y8tPVxaeri1tfT06eabN09++OH169d7vT3tI8P9QF3o82e7a6sLt25eG702NPvw3tryzOzDe1vrC9OTtxVSvo2V2VdffPzhn/9y4PN9R7764tTRQ0e/2ndw34fmJw86WZ3yOH8I7HoK7mNGgpirYtxy+YGV8uAWXXh/EqYnCdeeSmjLpFzIY10p4twr486U8aab48erRdONipkm9WyDeqlFt1Cvnq9LWGpNXmjWrnZq59tU003qq+UJhQq6goRiIAIxQS5YsAcLH0GOCgN5ubrb25w/cxqLQTY31QI78NWV+bXVhcn7d65euQwc8p893QGuAAvzDyfu3Rq/c+P2rdGbY1dv3by2vDS7u7M+ePliW2vD+tri1SuXpybHgerZm2NXa6rL+i/1PH2y/b8V77/V7//Ogv7/j5D9nnj/L/3+HcPa6upsb28rDhfxxf5P/v1//utnn374xf5P/8e//uGL/Z8c/PKTU8e+sDr9le3J/R4WB0GOx6FOx1lQ64RojyxOQLk0uE0Hv2BADhix1zKIV9Lw17OI1zKIYzmUW3mM2/nM6Urxw0rp/Qr+TL10tkH2oEoyXS2bb1TP1isnK+Km6hJulyuul8U3JdH0FAgr3JUQ7EBHeJPRCHiQj5fzeU9Xm+Bg7+zclK3dpY3HS/9PxJscS8RiUORYoouzI5USq1IqigrzxSJBNAYt4LBLCvKvDg0S8TgvN1c+m4VGRsDCQhwd7CDBIGOKgcWkA7ntjHRTqjFZwOcCUW9QUACHzZRJJXW11XweJzDAz+z0SRIxhhxLBGibCWolj8s+fOgrNouhSVCBQYE4LBoBhwHJbE8PtxPHj36xf9+hgwfcXJ29vTzOmJ1ysrf2dHP09XA6e/Kwj6ttgKdjoId9kKcDDQ0VU9F8ElInphERgSIKCgP1Cna3pkaCEX6ORjkb7GIBcjZXc4kafmyBQR4THgh2Oy+mYvOTldgQXxkzhoWHSxnR+MhQNDw4Go0I9HFDwCBYFMLS4oyjg83xY0dOnTzuYG97+NBXfB5HGS8nEqL5PE5Sos7eziYYHNTV2Q5Au2OicXqdRijgKePlyAh4ol4LIFL4PA4YFOhgb4uKQoJBgSIhPxqPjYnGUSmxEYhwBBw2MjwI3LxHR4ZTdDplXFy8RIKEhQDus/qq8uqyYgGb0VJf883LZ48m7zEpJBGXZUzU5qSnEnFobCRCEy8buNCtkAhRCFiCQnrnxrX2pvrKksLqsmImNVYuERbkZLY01G6uLgGGcwIObTLoU5N0crFAEy/r7WilkWLCoeDLF3uSExPoFIJSLibFYAh4FAIGAWZuRzsrB1tLdGQ4Agbx8XTBohA4dESQv1ewrxM1OpwUCWLioQJCaJGe25yrbM2NT4/nJEtoRilDxcRyMJBkIVHHwdWY5BEe1qkiSpUxvrskravYJCMiZETElaaShixdppxdnaFJlbELkxUyZoxKQBEx8CJmLI8ao4rjQ4P84OFhrq6ujk4uPr7+iFBIZ0ujUirOz0qvLisuyM7wdHEsyM6YnZ6ME/JYNHKqQd9UV11amKdPUOZmphXmZqUbDYW5Wcl6TSQ8jMOgSgRcRZwIwHMlaZSZppTYGFxGuum7b78B3ObNTXWGJG260SDgMFP0mqLcrLs3r5cV5gKVn3dvjv7yw9u7N0czjEm5GampSdraihKpkEsjRddWlJQV5gIEkcaaivt3xoB8VJYpGQhnN9dVdbY0zD6YMGhVWqUMWCN3tjSoZOLSgpzutiYOnQxkw7gMioBN59DJkCBPNycrb3e7wwc+PvD5X48f3mdx5oi/t5OLo6WnqzXYzyE8wCHY7Uyg/WGU7zkR1kdHD9BQ/cq0sWVacqWelUhHCJF+2WIyDxOQxMeWJPFLDYI0KYkc5pqtpFWmSoYqDEUKUrYIW6QgDVcmXyhQ9+arGo2CYjUnTUgURYdEh3hwCLA4TrRexRPzyUh4SICvx9FDXxw5uN/N2U4hFba31EuEHKDPnEkhcujkvu724f4LKfoElUxcW1FSlJtZV1maYUwqK8xNS9YDFv20ZD05BpuekpikUdZXlXU015fkZ+dlmoyGBL0mHug2//H7H96//+X2neuPZiauDF26d+fG7tbqt1+/+Ob1s5fPdp/tbe3trH//3Ztv3776/rs3QE0YUPo9N/vgxvWR5aXZB1N3J+7dWlme23u8+fzZ7tbmCnDhXl5+BAC8X7/ee/lyd2ZmYvzOjRvXR4DylmdPd3Z31gHyx9b6wuS9sb7etobaMgI+8sD+jw5/9dmJo19+9Je//vsf//TnP/3p7MljzjbmVmZH7M2Pu9udC/U6F+x6LMTlMBVqnkzzLhD4V0sDupLgV42Ea1m0K0W8gWL+QBHnWhF7soS7WM6fqBXdLuNM10of1khnaxQrTZqFauV8hXy9LWmpSbXeoVpqk823a6Y70i6XJrfnJDdnqjsKk4t04myVMEMlISAgDudOW5w47O3lqpCLR4b7V5bnALDY7MzUtauDS4sza6sLz5/tLi48ejB1d3Vlfn5uGuCSTU2O3741CkzeI8P9Q4N983PT43durK0uAGt2gBY682jy6zfP/2/F+3f1+3fy338b+P5b8f69qFhhYaanp+O//ekPX37x6VcHPv+XP/zhT3/81wNf7reyOn3m1EFLs68cLQ97nD8S6HgE7nka6WUWh7Az0nyLREGV0sAOTehQatRIKmokBX0jk3MnT3g7VzBRJLtbEDeeHzddrp4sVk2XxT2qkM1Uyh+Wy2cqVQu12uWGxKW6pKUm1Uxd/MOGhIXujOnO7EvFCTUpghItK00j5FGjgrxsHW1PW1gchcGDOrqbNvdW/5+Id11tNYDMAoAf8QoZKgoJgLDwOEwsiTA781CToAI6UvA4DJ/HSTYkVpSXKuRSVBQSg47Kzsrw9vIIC4WqVfGA11oaJ/b38wGDAqEQMIAJoVJiEXAYm8XwcHeVxolRUUjgRo6Aw7gcFpNBc3ZycHdzsbQ491+etFMnTp06cfCr/X6+nnbnzY8e+sL63EknWws3x/Onj+x3sT0HB3sHethj4WAaNoyIBEtZMT725ohADymT5GV7LszXFQnxpeEjnK1OwUFeAlp0UrzQwfw4n4onhIGIMHBVZoqaQxWRsBwcEunvwcIgxLSYUB8XmJ9bmL+nlE0NC/RhEnERkEBbK/MDn39qZWkOCQbFxsai0WgyhQYOhkrEQmQEnEqJNaYYkBFwVxenEGgwLCwkwN83LBSKx2FCQyAB/r40KpnLYSUl6nx9vAID/Pz9fLAYFEBTBZJ1cWLJwKV+AAn6zauXXa1NDDJRKRXTSDGNNZXGRG2SRmXQqhMU0ixTSkN1xY9v3+RmmNKSE4tyszTxsvqq8pGBviuXL+VnpdNjCa0NtSX5OTGYqLzMNE28LDI8tDgvOzVJx6aRo9GRqUk6wKEtE/GBfXJWmlERJ9KqFHVV5TUVpWI+pyA/WyLmR0XCQyGBwUG+Qb7ugT5uQb7uNpYWwYEBcCgUEQrxd3cNDfRDgINC/L18Xc7j4CApJ5aOg5ni2XohyaRgJgoIlFB3HQudwEQzo0ASCkovYfJIaGxogIGNbclKKNTwlRSkSULTsvB5WtFgU0lNhj41jqXnkTOUwiy1WMunKxhEFgZepBPnaoQKJj5RymXGYi3PnfL0cPH19VZIBEDWmUUlmQy6ZJ06TsDJTktpqq1iUWOByjkhh4lCwIQcpjFRi4uKSNYlCNiM7rbmDKOBiEPHYKKYFFJ2WkpbY61Bq8rLSs9OT60oL/0vJOivP81NT5oMej6LjkLAVDJJS30NcMsoyM4ArhXfvHw2OX6rtqK0sqSwq7WxvChv/uHkzNS9uspSk0GnVcraGmt1KjmQZuazaCn6hKbaSpVMrFXKtEqZMVEj5DDys9K0ShlQLJ+dlsJnMrtbWzuaG9KSE4HrLzYSZn76qI3lSYszR+wsjrs7mDtZn7Q4+aWbzSkkxCvYz8Pe8lSApyMC4u3hcMbJ6kg4yIlNgGljIcl0hJ4WniUhGHnRIhw0V83RMHEpHEwqD1ekouto8GwpwcBGXizVmQQok4CcEBuVSMc1pKguFWdUaSQlCl6FWlSeLM9T81U0dHmqsjxVmauV5GolVRk6KSeWhAo9/Pmfz5sdDvRyiMVFpCTGq+T8DGNSdVmRmMcCSlv7ezs18VLAKADk6AxalUomZlKI2WkpJoOur7tdxGVGo5FEHApgs4q4zPKivPwcU3VFcWVpyftf3//87qf37395+mxn/O71q8P9tVWlC7MPnuxufP/21ePtteWFR7tbqy+eP37//t1P774FRsyf3n374vnjdz++/fbrF9sbyyuLM1vrSzubK0B/y5WhS+N3bgA87/W1xadPth9OT0xNjs/NPtjaXHkwdRewWwPUMmAFvbQy/+Dh/eKSfCdnuz/+jz/85c//8dlHH3764QdHD31x7OAXVmbHHC1Petqedrc44nBin5/tcajjYXyAORViJUDYGMheJRJIUwLiYip+MB03lIEfyYoZzaXcKmJOVAina6UzDcqpatFkbdxUvWKySTXVqr3fnjjRbhhvT5ptUM+3Ji53pix1ps63p860p852Ziz0ZM9eKlq5WrN0tf7RYOP19sr8RAUGEuhgdtLN3iIKBiotyLp5fWh46NLc/PT9qbsTk+Ozs/d/Q4LOzEzcv3/z/v2bS0sPH05PAB2uk/fvAAmxa1cHhwb7Rq8NAVDw+xO3gfLUtdWFb75+8csvP/36689v3379m3g/e777/MXvqvXvifc/ztx/V9jyd+K9sTGzt7e8uTm/uvpoZWXm8eO1ly/2srNMZuZW//Pf//Pf/u3fvti/78jB/YcPfHz0yw/NTx6wOXfc9uxRi6OfuZz9MsDuENT+IM7XjBF6nhV8zEj1LJWF1qjC2xNRF4y4iybsQHr09RzajVz6zULO7WLe7VLheLl4vEI6XiF9UBcPPNP16ul69XSdZrpO86BWO1uvmmvUPmrQPWwyPOrMWRqoWBqunxusv99VNFxt0nNQdsc/OXngAzcnKxqVeOv29bXNhbXNhbX1xfWNpe2ttc3VpbWlxae7O3939v49Lf/t2d5eBl7b2Vn5A8DP5nJYri5OqCgkIEhyWRzgQkejIgsL8sixRAqZxKBTpXFiKiW2sqJMJOSjopCoKGRSog6DjrKyNFfGy5kMmkjIj5OI4OFhQHQqKNA/LBSKw6KFAp5aFV9VWQ4LC1HIpcHgoAS1Uijg+fv52NpYuzg7+nh7WlqcO3fWzMLK0tz87Jkzp83Pnd732UfWFmZO9tY+ni5OthbW5056utjZmp+wszgJ9XOF+rlGhvjjwwMIESBEkFuAs7WCQ0YEeiJB3uyYKIiPc5pODvFxjkFCwV6OIE8HNgmNg4PBrnZYaICHlVlsREiWVgH3c9eLOWoeHRcWpBWzmXhkgphbnJHCpRDwEWGYcGh4SLCjrbWHi+MZs1OwsBAwGOzk5ESjM3lcdlRkRIC/r1gkyM7KwGJQQBU8j8vOy83m8ziAR93Wxjoo0F8k5CPgMJGQH+Dv+xtRVCTkk4gxsjjpf9Wj/vrLzdFrfBZdq5TrVAoMEi4XC7JMKZUlhVqlHIB8N9ZU9na0chnU8qL8/Kx0YFE8cKE7O82okAizTCldrU3R6EgOnVJVWlSSn5Oi11SWFMpE/IbqisQEJZUYTY8llBXmaZXyh5P3Olub0Eg4QPjo6+kk4NCxMTgoJAiNioCFQUAB3lCwP9DMBfb3PHf6hIezfTgURMRERIQERUD8w0E+WDgE4usSFuDGJETyySgxGZmt4YtjEbEwr0wZtdQgiaejlQxMspSpZMdUZCWJqPhELoGLClZSUXo+ScslSCloERGJBXtUpCZ0lGQmi+htJVklKeq0eFGZSV+VmTzSWn67ryVFykmS8fQKES4qPBIJc/dwhgb5aeKlGGS4kMMoS96IfAAAIABJREFUL8qrKM5nkAmaeOmlns7ailIhh9lcV12QnVFbUXp1sD83w1RdVsyixkaEQY2JWoVEmKCQGhO1sdFYLoOikAiaaivVCmlbU32yIfHli2eAeA9duqCQCHMzTEC9XXaasbmuuig3K07AVckkDdUVk+O3ejtajYlaY6K2rDC3vqrs2lD/yMDFiuL8/Ky0iuJ8gMZdV1kKFJtnphqaaiuL87Ka66rSkvUp+gSgwKS7rWnq7i08KsKgVRk0muK87Jb6GjYtNjYaExzgFeDtannm+JmTX5078aX1mcMOlsdtzh62MfvK0/5MeJAbyMvR3/V8eJBHFMTL/fxxp3MHMCHuUiY6kRVl4KDz4mlZ0tgkNqo2NS5HTkkTxaQJiQY2tiJRlC4mpIsJOgYiVYBVU8L07OgsOUsRi5RFh+fK2Y2mhHqjqjxB3JqfnCFjVqQoGvMMjXmG5fGR/oaSynRtooJPxsBC/V0hvi6uNmfwkaFqKY/HIunVisaairLCXDGP1dpQc/fmaEN1uU4lb6mvTtIoR4cHgNbYFH0Cl0HBRSEqivMTE+LLCnMBkBqfRSvJz25tqMkwJfZf7KqvrgJKWn7++d3K6vzi0sOJ8bHmhurZh/dfPtv95vWz+ZmpB/fvLMw++Ondt7/+8gOAyJx+cG9zY/mH77/+5usXX796+ublk+dPtuceTY6NDj+4fwcoPx+9NrSyPDc3+wBYFwMlJFOT4yvLcy9f7C3MPwRO43fHx7a3VmceTY7dGi0pLaBQiebnTv/bn/7l3//4Lx/95T8OfP7poQP7jhz47PSR/eeOfu5w9pCn1REvq8NQlzP4IGs6zJEX4aTAuWbzgusSkB1J6Iup+OFswnA24UouebSAdrOEc7dSOFkjm66Pv18r+025J9r0d1sTb7box5oTp1uSZ9pT57vS57uz5ruzFnqyV/ryNy4Xb4zWPr3b8fR+35Opoa2JK2O9zbmJKgE5Gg0DQ/zd1QrBQF9nd3fzo5nJ56/2hq9cnp29D/BItraW1tfnV1dnNzYWnj7dnJ2Zejg9cXPs6tiNKw+nJ4BNO0B8mX5wb35uenNj+dXLJy+ePwZIbr/++jMg3s+eP37+Yu/lqye/Td7/VL9/Lz/23xjW/vnkvbOwu7u8s7O0vj6/t7e+sb7Uf6kHi0F+tu/LP/zhX//4xz9++skH+z/78IvP/nx4/18tTh+wPPmVm42Z87lDHhYHoU7HowMteEhXMdpdirTOZPtXxIc3aJFdydiLqfi+NNxgJuF6Du1GPut2Me9OmWi8XHy3UjZRrZisVT5sUj9qTnjUpJ1p1s22JM22JM22JM+2JC+16JbbDAvtqbPt6QsXCteGa9avNq5cady93bV1q/t+f21NtlbJJyND/REwcGZW6uzc5Mrq7N6TjY31pZXlud3Nte31le31tf8r5f578VYpFX6+3qbUFEChhQIem8UAtDksFKrVqEFBAV8d+IIQgz9vbRkCDS4qzBcKeCIhv621GXCJu7u5BAX6Bwb4CQU8DptpTDEQCdEASiQEGizgcyHBoKjICAqZBLSa29pY06hkgIASiUR4uLueO2sGlJKeMTvl6GhvZWVx/PhRm/MWZ8xOeLk7QcH+MEiAvfXZA/s+dLK18HaxcbUzjwzxjwoNAHs7IcEe8EBXPydzGiZcLaDHwINdLE4KKXgmIQoJ8aVHIyE+zgFutjwKLirEP8DNVsQgBLrbeTlYsIio6AgIGRMO9XWJCvGnosNj4MEe58/EouBV+ZkccoxOLjbpVF6ujqRoLAwKBqpjnJ2dwWAwFou9c/smYFUDQCaaBFVpSRGdRomKjOi/dJHFpEOCQf5+PngcprioAMjXpRqTDUl6wKaHx2F6ujtpVDKNQs1Mz/ju7bfvf/1lbWlRKuQl6xJqyksKsjOqSosSE5Q6laK6rJiIQwO26rDgIJCfN49J8/dyryotqq8qLy3I7evuuH39qsmgp5FiSHgMEYfOTjPmZaZVlxVfGxog4TFUYnSG0ZCgkGamJlOJ0XmZaUqZpLu9JQaLEvM5KnmcmM+pKivmsxmBAT6Q4EBfH48gfy90ZHgUHBrg7erj7ggFeUGCPGNjIiVcMgEdBvJ28HQ0J0ZB0LAgQiRUL+fp4pjkiAAtnxDPxPDx0CqTIl/D0/OJZLh/nk6cJKEny7laEZ2Lg2m4pKoMHQMVyo9B6sQsbIg/OTIkRy1Kk3E46FB+dISGS85QSUQkTExoYG9lXn9DSaFBOdzVmBgvxkaEqhQSPAaJhEGZFCIGGY5Bhvd2tDy8P66UihIT4nMzTFcH+8uL8q8NDXAZ1Itd7Q/u3ZGJ+OQYnJjHVkrF927dIGBRt0avdLU2Dfb1kmOwSqmorbF27NqIKTmRQafubG/+9O6HX3/8DmiV72ptaqmvaaypbG+qBzL0OempNFJMXmZaS32Nr4drFDwMj0LCQ8AdzfWtDTWXL3bPTN0D/OQ8JhUbCSdgo2orSnramzua63PSjZHhIYkJ8XIxX8Rl1pQXV5cVpegTOlsaSgtyouChKXqNVik3aNU56cbYaIz1uZM+7o7W5sctTx+0NT/mdP60i81pF5vTXg5ng73tkWC3aJhfJNgF4mkV4W8fEWCLCnLgRQeLiCFSMjJVShfHhGbJaTny2O78hHItQ0MK1rLwBRphPCUqL4GbIafLyeE16YrqNHlkgEOqlC4lIxmIAHksMkvOkhERlFBvFQ2dFkcvSYwzxtGLkqRTIz01WYmXm8qmx4aE9GgcHESICoUFeaLCwdgIqJRPV0pF925dr6ssNSZqqsuK+ns7L/V0FOdlXRvq1yply3MPR4cH4gQcvVoh5DCA2tfMVMPo8ACwAtGrFck69cr8oytDFyvLCtNSkgG3+evXLx9M37szPvrq+eO5R5Mvnu68fLb7ZHdjZnri4dTd8VujG+tLS4szLc11ba0NxUW5TY01X795/uL547dvnr//+fut9aWx0eGrw/09nS39F7u2N5ZXV+a/fvN8fm76ysjAtauDd8fHlpdmtzZX1lYXdrbXvvn6xchw/+Dli2M3rvRf6pmfm+7u7iQSY87bWBw+9OWHH/znJx/+55eff3z80JeAcp83O+xhcwrm64ANdoV7WcE9zpFDHbmR7nFYTx3Zt0Ac1qRH96ZGX84kXcunXsunjhYwbhSxbpXw71aIJ2vkD+ri7zeqp5p1U+3JDzpTJzpNd9pSR1tSrjQmjTVn32nNvteePdmePd2ZPdebuz5QtDtSujxYtnWjaetW5+7EpaczN5bHR/obKwtTtEaNlEFAhwZ5mQyaqYmbD6cntnfWFldmNzYWfrslAyvrvb317e1lYP0wMtx/f+I2AGvZ2lx58/oZQBJbWZ4DgnMAz/tvc97Pnj9+8fLJq9dPX7zc+0e3+W+C/Xv5798zrP2m33939t7ZWdrZWdrdXd7aWtrbW78yMsBkkI8dPfjBBx/96U9/+ujDvx7Y/8nB/R8fO/DR6cOf2pw96Gp5Eu7vgvCzhzibIX3O0mGO/Eg3RqiNgexZIAqpSYhqScL2GmP6TIRLaTFDWcTRXMbNQs54qeBeZdz9atlkrfJho2amNWm2RT/XmjjflrzQnrLYYVrsMC22py22py13pK50mpa6Mha7s5f6itdHajeuNa1da9652b1379KTqaGtqWt3h7vy03VEfEQoxL+vrw34UgDqbW118cnO5srC7O+J99+Wwv7ts729DLywu7v6BwqZFA4LxWHRGekmFpPu5GhfXFTA5bAIMXhfH6+62uqqynJvLw9IMAgUFODs5MDlsIQCnkwq0WrUmgRVUKC/pcU5IiE6zWQEfOMZ6SZlvNzB3pZOo3DYzOKiAiIhOisznUYlV5SX5uZkQSFgD3dXK0tzPA4TJxGFQINtzltZWZqfPnXC38/Hw8PNz9fT1cXB18fDyd7a18MJ5OfhbGeJCAVZnT3h7eYQ4Ono7mCJQwTHRIb4OFuH+DiwCRGRwZ4mtURMi+aRMMEeDh7nz0QEeeJhQTwSOtTHOTYyhEtE4cICnc2PMwhRXo6WSKgfPSbS3e6ckEGABXmGBrgreTRiBBQJ8sbCgoU0IouEL0hPicUgoUF+jjaW0WhkWkqSSMgH7tw8Hi8SiSDE4IH2laBAf1BQgF6ngULAyYbEhvpaVBQyNAQCCwsJC4XGkgi2NtYsJj1eIQPKZzhspik1hcthpSQnKWTy6sqq97++f//zTw8n7wvYjCSNqjgvu7aiVMLnJOsSulqbCnMyGWRiWnLi3PRkT3tLKDjQoFWD/X3osYSi3CyACtpcV52flR4WHMShU9KSE1vqayR8joDN2F5bFrAZNFJMsi6hobriYld7boaptaG2vrri/vitwtwsNBIeAQuBh0JKCnLVCmlMNMbH293F2R4K9kchYdFoBAGLxEWFR2NCI2H+mAgQHOoZExUsoKPRMB9EsAs+AkLGwJRCOhUTSo0MEhLD8xPFxjjKUHNJloqbLKHhIR4cbAgbAy01qVUcgpweLadH68QsGhomoRMUHAoNF6mR8EQxETwsLEPBY2NgeTpZUXKCSSGUUqOz1OKUOHZffXlPfXm8gC5kkEKDfIpy0ydu3+AyKEgY1JioMRl0SqkoWadO1qnV8rjYaKxCIqwsKRSwGfdu3bhy+ZKIy+IyqCgErKa8hByDoxDw5UX5wBmirrK0vCivtqKkrqp85PKlVGPyq5fPAZ53e1N9si4hO80I2ADlYkFjTWVZYV5jTSUJj8nLTFuee1Scly0XCygEfKCPR3tTXXtTXVtjbVdrY31VmVYps7M6JxfzM1MN5UV5Wabkm9eGpyfuCNh0rVKWmqQFelV7O1rqq8omx28OXOiKE3DYNDIKEaaQCFobauAhQcGBHieOfG5/3szR+pSHwzk/t/NBXvbB3vZhfg5IsBsK6gn3sSSFe2CDHUkwd2KYGynEWUGBxVNgVBSEjQsTEsNTRIRiDbO3MKFaR21IZPCwsCQBVUaJSpOzVEysmoXTcvF5Wj45KtAoZ4hiEQICTESCJ7DxMkqkMY6WKWflqfmFWlGFSaXnk/L10trspLHexvaqwiy9Ag8Ligrx72wo76ivwIQHq6W8xIT4vExTWWFucV5WbkYqcBq4crmvKDezr7t9ZODi9ZHLqUlaDp0cg4ksLcihEvFAeXtjTQXw2dXaePlid3dH44Xutub6uh+//+GXn37++ed3D6bvra3PAz7zb79+sbG68PTx5t7O+sz0RFN91cL8w73Hm0ODfQP9vQAVe+/x5t7jze/fvnr75vna8lxvV2tZcd7lSz2Lc9PzM1O7O+s/vft2a3Nl7MaVa1cHJ+7d2txYBo7cQNPqzKPJG9dHurtaL/V1z89NFxUVeHt57Pvsk88+/fDzTz84cfiLMye/On54n7ONmb3FMdszB33tzfAhHkyUPznMlRDswEV5ywiBOlqwiQMpEIfVqiN6U6Ov5NGuFTCuFTBGC9k3irm3yoR3q+Ima5UP6tVTLUkP2o2PejIf9eVNX8y/25M71pF5tTVtuCl/pLlgtDn3RlPWeGvmw66clb787aHi1aGqzeuNW2PtW7d7n0yPbk2N3uxrri9Ma68rvTs6oIpj02Ix47euTk7empy6vb6x9Pz59s7OCkD13t1dffJk48WLnWfPtlZX5u/cvn7xQicQ/h69NnR3fAwwDWxvrQK0kmdPd4AA3ovnj/+r2/y7t89f7L189RQQ75evnvyeW+13j9+/Y1j72+X5b+K9s7OyuTn/G9d1dmYqUZ9gfu70f/z7H/fv+/yzTz8+8tUXJ498aX7yoL3FMbuzhxwtDwc5nYmGesbCvPAgB3KokxjnqyAESHFemZyg4jhYnRbdmUq4lB57KY3Yn04YziZfz2OOFfHGy8WTNfKpOtV0k262zbDYlTrXnjzfkbLYmbbUlb7UlbHUlbHYmbnYmbnYYVrsTF/oylroyV28WLR8uXJluG51pH79Wvvu+MW1sQvbkyMvVu5vz9/raionoMP0Gunj7aW5R3eX5h+8fLYLnGM2N1b+Ubl/T7b/Vry3tpZ2d1f/EI3H1tVWJ6iVAIIayGQ3NdZjMaiTJ44RYvDSOLEmQQVgObAYlI+3J+DMYrMYWAzq1MnjkGAQBh31G41bIZcakvRYDOq8tSU8PEwsEsRE4+xszyPgMFNqSn5ejp+vd2CAH4DcRsBh9nY2Dva21lYWx48dsbezOX7skIe7MxjkHwoJtLM6Y2d1JtDHDeTjgosKR4SCmJQYMh4Jh/gRUWGRIf725scFFDQzGs4no2LgYKiXo4pPT1VJkCBvBYccAwfTsXAKKixRyiUhodHhoHSNNBYTHhMZIuVSQgPco0IDWCQ0OxaDhPphQgJoGDiHgFLwGFAfNxGTEi/kBPu4k7BIfy83L1fH0oKcorzsCES4gM8FBQVAIWAWk85hM+MkIqDuFFBrY4qhrLRYwOdamJ8NCvRXq+IBiigUAgZg4Xweh0iITtRrgwL9WUy6Xqu7fm30/a/vf/7h+8m740W5WYsz03mZaflZ6c111TqV4saVoZmpiXAoGBrkn5+VXlFcMHZ1GMhkK6ViRCikJD+npb4mN8NEjyWA/LzZNHKKXkOOwfGYNJ1K0dPe0tfdgUchyTE4EZfV3lTPIBOxkYjSwrzhgb6OlkYYFKxTx8slwnSjgUqKiYqE+/p4+Hi7Bwf5+nm7Bfm6E7BIIYeGggeGglxj8WF0AoJLiYzj4BQCQkmGWiliaqWcNJ2Mgg6RUCKNMnqOVlBskNCighN4pNt9TUkiSpaan50gUDGx6QqWScGvyU7WS9gmlbiuMFMjYumkghSVVBqLMkqYNRl6DZes4ZI5uIhCgzpbI0uR8rISpBXphjRVHJeIlnEpYYFecj5jsK+no7k+QRGXmWrARSGAu3JOurG2opTLoNZVlnEZVDaNPDc9eePKkEIiJGBROpWiMCczSaPKzTCxqLHdbc1apby1oSYxIf7yxW4CDt3aWFdZUfbt268BnndFccH1kcHFmeme9pbCnMzBvt6q0qL1pfm+7g4fdxcOndJSX9NSXzN06UJ9VblOJQdG7ZL87IELXaUFOUwKMRqNTNIoDVoVl0HJz0rr7Wjp624vzsti02KJOJRWKSstyJGL+QXZ6QMXum5fv1JelAcATuLjhFmmJDvr0zaWJ+3Pm1mcOeRkfdLF5rSvq3VYgAsS7BYBckWC3bChnhx8oIIO5+ICFXR4shCvY6ENPLwkGkpBQ5RcYp5elJfALtGyklmI2iTGULlWxYjOjOdrODFZKl6uRlCTqTHJaAls7IXGgobilCQZLTOBlyQmy2hRSha2wqTUsvBJPKJJQqvL1hfoJenxvFKjqiEvpSrHmKGV4WFBSJB3U0X+9cu9GUnqJKWEQSboVHIAaXqxq81k0GWmGprrqoBfYHdjpa+7XSbiMSlEpVSUk24E8KAmg663owVIyXe1NjZUl1dXFLY01oxcHnj/6/tffvr5/ftf5uanv//h9XffvPzl3bdPH2+ur8z/+tN3777/+tGDe031VYsLj37+6butzZWlxZnVlXlgAb68NLu9sfz921dry3NXh/tvj119OHV3ZnpiY3Xh9aunP/7wzdbmCuBQuzl2FegUW1x4tLa68Pabl0+fbM/PTY/duAJwsgU8vtmp03/583989vFf9n30n8cOfXb21AGzY/v83a19nMx9HMyigpw4OJAAF8RCerIQbmo6TM8KT+XBc8TwYim8LgF5wRRzJY82VMAYLmSOFLKvlfDGKiTjtYr7jZqpZt2jjtSZ7vT5vtz5y0Xzg6UPL5fev1Q0frHgelfl9a7Ksc6SO51F97sKZi8UrQ2Wbl+teny9ee9m++7trt27fU8fXtt9eGNqpOtCXWFfW83qo7ujA12mREVlaU57S+3U1O1nz7YALVxdnV1bm5uZmbh378ba2tyLFzuPdzceTN29Pjp8fXQY6FMbv3MDKJjbWF/ae7wJlN48fbK9s732+tXT38T7xcsnL189ff3m2ctXT169fvrq5ZN/6ln7vfwYIN7/qN9/13P+m36vr88/fry2sbHw7OnO4OW+ECjoow///MFf//zlvs/2f/rR4S/3nTy0z9HyZKD7eR8HM/fzR3FgZxrcix3ly470EmH95DH+akqQkRuezQsuEsPqtNhuE7k/gzqQQb6cSR7KpIzms8eKeHcrJPdr4h80ah+1JM53pCx0py/0ZixeyFzuy1m5lLvSl798MW+xN2+hJ3ehK2uxO3uxN2/xYtFSf9nSQMXKYNXacM32WPez+0Obty+t3xl4/Gjs+8eLz9cf9TaWygS08euDs9N3VhcfPH28vrI8t721ur6x9H84cP/27Oys/C/xlkklFy/0ADFlRwc7N1fnzIw0ciwRIGdAgkFMBs3dzcXbyyMnOzPVmEyIweu0CWBQoLWVBYtJVykVep2GQiYB1WwpyUlEQjQYFIiKQsqkEh6XHRoCweMwwLY8Go9NUCvjJKIEtVKv0zDoVPNzZyzMz7q7uQDY1KNHDp04ftjy3CkXRxs/T2dgSY4MDcQhQ0j4KBaVIOLSkaGB7g6WYG+n0AD3YB/nFCU/CuIlpGLYMZFBrjYyViwVHQ7zc6NEQaNhAXxSVICTBQMLy9JJSRFgXKgfEuIb5GEvYhDQYYE4ODhBwqbhIyKCfaRMkkbE4hLRQhqRGYNOiBPEYpDBPu4cKgEG9kNAA0PBARQCTsRjw6BgO9vz8QpZVmY6kRBdXlYC1LxTKbF2tucBaLeLsyOXw9IkqICGdlBQQAQivLAgLwIRHoEI9/XxGrzcX1Za7OnhBgsNa6xvAKhiCzOPmuuqx8dGk3UJEj4HEQphUkiDfb1UYrQxUQsN8gd6TCPDQ9XyuInbY3WVZZmpyeVF+ZHhoRgkvKm2qrutuaq0KDfDBDSGNtdVKyRCPouukAjLCvMSE5Q8Ji1JowqHgiPhYfnZGbWVZQAKs7u9RSWP8/f2gEKCIMGB/n5ePp4uvl6ufp7OYH9PFCIkjkeBgTyiIyHxAkqWQZGhE2foxFV5BjjYGwcH8ShYIhLMi4F1V2WlSGm1WQlCMjpJyi5MViSJKEICPEVCbS9KVtGj+NHwynRta3G6lk9NFDEktGg+CV2eaZBTMFlKQW1mYnaCRMentpXm1mQbM1SSinRDulLSWpavF3PoaHiBUcslolV8Oo9JLc7L0qnkUfBQemwMAI1OTIifnhgvzMns7WilEqMpBLzJoFfL45gUUnNddXaaUS4WmAx6eEhwZUlhT3sLm0aOjcYUZKd/8/JpToYJh0IK+NynTx7/8vO797/+1NXaNDl+a3xstK2xrjgvm00jVxQXDFzolon4NeUlTAoJ8AwK2IzyovzZBxP5WWk56cYkjTIsONCgVV3obO3v7QQu38ZEzWBfz8jARZNBFx8nrK8qq68qE3IYUiFXJuKFgPy1SllnS0NHc/3IwMWO5trGmrIYLNzW6pSN5XFzs4N21iedrE86mB/xtD8THuCEgnpGgl2woZ4UFIiG9koU4zPUNJOcIogOQfvbkUO9OVHgCH/7tHhWcUpckZ5foGGQofZVBk51Mhcb4FSeLO8oSm3K1aWISBoWqilX01WaUpamTODF8GLCjDJ6UbK0MFFSn6O/VJ2bHc9pzNYP1heWpyrrsvX1uck1WYntpZl6CdsYL8zQSNUChogarRKyMxPVYhYZHQHjMandbU056cam2sr5h5P5WWkqmZiIQwk5DADdnZlqqCwpEHGZSRplaUGOhM8euzrU1lhLj42JjxNOjt/c21qLE7FjcFE6tQoQ759/frexufzr++/fv3/30w/f7GyubK0vvX3zfH1lfnpyfH1lfnVl/vmz3ekH965eufxbrdja6sL4rdGhgQvzM1M/fPv65bPdzbXFZ3tbb14+effj2x++/xqAis7PTQOw7c6O5gu9HT3dbetri5sby1ubK999+3rv8eblgQuB/kEHPt//yQd/Pbj/U+CwevbEPnuro1GhXuEBDgHOZnAfSxLMlRnhLicGGXkRKlqYggTSUEDpvJBSeUSrATeQRR7OoQzk0S/nM4YKOVdK+DcqpHdqlfeb9FMtSbMdqQvd6QsXs5cvFy4OlSwOl88OV8wMVTwcbpoZapgZrJsbrF0arl2/Vr97o+nJrdbNkbr1kfrN0dadO727EwNb9wcfXe++1l19tbflysXWO9f6Girz46XsRK3s+vWBN2+ebG8vP3++vbW1ND093tZWV1lZeO/ejdev916+2Hv08P69uzenJsdXV+ZnHk3euX395Ys9wDqwsjwHKO7S4szD6Ym9x5t/N3kD4v3y1ZNXL5/8U/3+vfz3b+L9j57zvxu+Af3e2loCWClbm6u5ORlWluYffvCXTz/56POPP/j8478e+vyjk1994m57JjzACeJpFeR6Fu1tQQiy4UR4xkUHxhNBsmg/OcE3TRCRxYUUiWENeny3idyXRh7Moo7k0ocyKdcLODeKBLfLJHer46caNNMthpl240y7cbEvZ7k/b/Vy0dpg8dpg6erlkuVLJUt9xcDnSn/p2lDV2lDV6mDl2nDN5tX6rZsXtm5eWB+7sDF+efFG39KdwRcr958uThSmJxZlGhYf3N7dXFian9zbW19afrS+sfR7yv1bwP3vHuCnALyHf4hEImRSSWNDXW9Pl5urcyQSgcWgIpEIKiWWzWLQqGQqJTYYHASFgAV8riFJj0ZFEgnR5ufOwMPDDEn6aDwWDAoEyr37LvYq4+VYDEqrUVPIJMDSZWtjfd7aEkByYTGostLi9LTUVGMyMHr6eHtaW1mYnzsDrM1Pnzrh7eFsY3XW1vqcw/lzbo7nw0DecIgf2NspyNc9MhyCiwoP8HR0tDbzcrT0dTnv52rDjIbzYqO87c9wiahQH+dQHxckyDvI1ZZHjCw0qiNBHpEgD1IEWELDJcu5cH8XkIutv4NVuK+jWBPmAAAgAElEQVRbuloqIGGrc0x5SWqTUlJg1OokHHdrs+P7P46EBOjkYq1MREJHsEjYGBQcHwmjx8aEQ0HnTp9wsjuPjYrwcHfl8ziwsBCgJy4aj/Xz9Qbq6oC/JlRKbAg0uKS4sLqqwt/Px9rKIl4hq6osd3dzEYsETY31WZnpqCgkh8Vuamh8/+v7H95+M3DxQnaa8caVoe215QudbSGgADGPbdCqlVJxcV52WnJihtEAgCzV8ria8pLSglxNvIzLoIL8vGsrSrNMKcD7WqX88sWe9aX5nPTUiuKCotwsrVKen5VOxKHtrMxJeExhTmZOhilZr7l3e2x0ZLC9uaGmojQaEwUFBfj7eQGTNzjQJwwaBNAkwf6esCBvQhQsXsjiUXBUHEJMi9bHccRULBoWhIEF4hHg2CgIBx/aWGBQsrBcbLCQgmNgYdRIMAkeoKChrnVUliXHKWLDi/USA590vb0yJ0FARwZxsGGx4QHp8bymPGNPRe6D4Z7LTRXtpdlzN0fkdALMywkF9s/UxDcW5RYZdYUp2pzEeDmLpORSinIzw4ID/b3cOHSygE1nkAn1VWX02JjsNGOSRiXissKhYKVUfPv61Zb6mqrSIh6TppJJpu7e7mlvQUeE41HI4f6L2WlGdASsu61pfWmuKC+7ICdTJOQ/2dt9//6X97+8Ky/Kb6qt2t1YXV2YzU4zcugUTbzMmKhlUWP7e7tK8nOG+y+q5XFiHlsTL7t8sTtZpzZoVZp4qYTPLi/KS0yIzzIllxbkAOSxids3WuqrL/V0VJcVZZmS4+OEuCiEl6sjCY/u7WgxJmrqKkvHx67NTd8b7OvKTE0EB7j7ejocP/ypnfVJy7OHPO3PuFif8LAzg3rbIoJcIsEuxAh/IQkex4QLqTAhFRZHi2BhIXiIBx7iRQr1o8Dc1IyI+qz4rHiqlh3FwwTwsYFqRoQqFm5gY2+2ldanySoNwqZMeWOGrDVHWZQsTRSQJCSEJCY8V8WrMalGW8tvdlaPdVZ3FpseDLYnCcmMSJCGS2oqSC1LVZeZ9BcaylOVIgYuIi85Ic+o55BwbufP4aIQLCopQRFXX1WWn5V2dfBSij6BSsQH+nhkp6Vcvtg9cfuGQauKwURWlhTMTd+vKi1EhAYbEzUASJRJIU7dvXWhszVRqxjo626oqQZy3j/++P3s3INv3j5///7dd9+8fLK7sb4yvzg3PTE+tjD74P37d29eP9vdWQfqwDY3lgFU5Yvnj68MXZqZnnj04N7sw/svnu68efnk2d7Wd9+8BHLhb795+fWb5+tri30Xu0ypSXES/kB/78yjyZlHk29ePwMoZK9ePpGIeWdPnvn8k0/3f/rJoS8+O3zg41NHPj138jNnmyMeNsf8HE8FOJ7AgGy5GF8hxjsO5yOP9pHEBPGiPGR4bxMHUiqPaEvGD2SRB7Ni+3MZA3nMwXzuSJHgernsdo3qXoNusjlpod2w2GFc6E5fupi92J+/dLl4cbh8aaRi9Urt2tW6tat1G6MN22PNO7faH9/p3BvvenytZWO4fut625OJS3uTA9uTl1cnBmbHeufuXlmZujVxfaC6KFPEJqUaVIP9nXNzE3t76y9f7i4tPRwevlhUlFVcnD09Pf727XOA23371ihA9R67cWWgv3d9bXF9bfH2rdHZmannz3Yf724AILLfct6AeP928/5NvP9Rv383//18+5/q998tz39rS93dWd/eWt17vHnr5igaFXHgy/0ff/TBB3/565cff3Dki0/MDu8/e2Sfq9VxsLsFyPlMiKc5PdSJG+Ehiw6S4v3FGC8e0pWNcIgn+WfzoKVSZFMiodNI7kkhDWbSrxWwh7Oo1wv51wv5Y8XCO5XyyfqEB81JD5qTJpuTZroz53qzly4Vrvx/pL1nUNt3vu9/5j9z7yn37O7Z7G42zYnj3o0LvXdEkRASRRVUUO+9CyEJoQ4CRO+9996LsQ02LoDpYGzcexwn2WwS/x/8zmT27m72nHvvzHc0zMADnr30+XzeZbBwZ6h0e7Bka6B0s79ke7h8a6hsZ6Ti/kTNvfHqnZGK3bGqB1N192d7dmd67l7quX91aOfKwNblwUdLl97cvTnW2ZDGp8+O9rx4uL2xeuPZs/v39zYfPN75W3L/Erb/Et7A+eCfThw/ymEzYXGxYpGAw2ZmZ9nIJGJDfW0kKLykuFAiFuJSsHKZxJFtl0pE0FhwSjKGRiXjUrAsJp3LYYWGBKFRCKD4kkjA5eU6CvLzmhrrGXSqy9nTUZERcBiUxaQHBvj5+/kQ8CllpcVqlYJCThUKeEDx9uFDBz795KPjx44ASSYH93965ODnnhfPuJw87Hb2KCw6JAkSFhXkefzQ52dPHHI7d9L1zBF/D5fYcL+YEO8If7dQz9NyNgES7O5x8gA0xDvC+wIKHBbkepqfitSLGUY5R0hGi6nYzuoCOROvZBN1fIaMiicnQNLYFAYKLqPiU+ExBhE7U85nJCee2PcHMjqBgUOlSwUkTFJUkC8BCdPK+DmWDIWQHRHsDwNHsumUiJBAaCzYmJkBnBWceTlkEtHTw83l7GkgRZXNYhgydPHwuGQsOjvLBodBo6NA0FiwUMCDgKOhsWA/X29fHy8mg5Zls7c0NX/91dv3P/1YX12VgkpyZtvUMnFRnqOrtamtsa66rLi7rZlOIjzc3ZaL+MA6fXSgN99hl/A5dpOhqbaKSsS1N9VL+BwmJdVmzOhpb5GL+O1N9WODfauLN2cnx4AWEyCULU0uQSXAKETcUF/36GDf1NiwLk2Zm2WFREVER4R6e7m5XnSBgCMJKajI8CBvN5fIUP/EuOjIQJ9EMEjCpPLIuPiIoGC3MxhwODIqBB4VlIqC0nGJ3FQEJwUqpSTlZ4go8SEkRCwxEaxgERSMZDTIq78quylH01dutfBwE3V5Nwcbm3K09dnaaqs6J41nltAaco15GlGhXlZu1Y63VvfXlYlJWHiwd16GtsCo662rVDBJVCSswm7orSkZaiwHdtESPlurkhGTUSa9Bkg5HertGuzpFLAZ6ER4YhykvChfKuBOjgwWO3M0Cqk1U9/f1Z6CSmLTyMB+QibkJiMTKIRkPBY11NddV1sNtIq9/+nPKqmoua66rbGuMDfbYTVdmZ4w6jRjg33A1D47OSbkMJ3Ztr7OtpvzV7paG1sbavo6W4vysoFUFioxJVOrHunvriotzLGZ5menVm4vrC/fGuhuN2ekAxVkGRolYOM26tKA3w73ddRXlahkXNdzx04d23fu9IHzZw74eJwK8Trje+Go77mDIR4nIn1PQ0MuEmDBfAKMjA6DhrnEhp7DxPoTE0CUxBg6Mo6PR3KS/Mx8lDONUqBjSMkwJjqSR4jV8gkaEkxFiO0vMdSahN2F6U1Z0qkGe1eButauac4zNOborSJKpUlRrpf0l2a152XOtFV0ldgmm0s1rJScNF6+XjpYX1yfZzTLeIWZaQ1F2d01pe1VRXoJT8amSlkULoOSJhcDW4SS/JyJ4f7aihKpgENLxallouqyIme2FchvcWZbh/u67KYMYjJKKRGMDvTQSXghhyHkMCR8dp7DfO3qTF1VJSBYe/Hi2dNnD/78w9ffvH351aunX795/uTh7t7uJlDj/eP37+7tbq6vLT16uPvs6YNvv3nz9qsXr189fbC3c2dxYfn29dnpsfkr008f3fv6zfOXzx6+++rFn757++7rV69fPQViRIHu6uGh3s6O5rmrM5sbd95+9QJIRL91cx4CBv3xg48+/O0f/vjb3/7u1/+2/+PfuJz47NThP5w89MG5Q7/zddkX7nGQGOeTzoBnsOJUqeEsmJuUECXChqSTI3NF8FJ5QqMO2WtJGbCm9OfS+nMZg07WSCF/olQ8U6G4WquZr9duNGvXWvRrrRmrnaa1btv6QN7mcMHmWMn2UNHOcPHd0fJ7EzX3puvvX2q+N9u2e6n15ZXOB5PNTy93vrw98uTm0N6NoQeL4/dujT5cX7h3Z+7yaPdIT2OuVVtenDV3eezV8/v372+8fv344cPtO3cWRkd7Bwc7b9+eW1iY/Tl4Dtg0TE4Mj40O3L51bfH29b7ejsuzk0B56N2ddYDEPwvWfgnef8XvfwDvv+T3fwfed3fWX7540txUd+zo4V/9+7/9x69/88//439++vtfH/niY5ej+0/s//DswT+4Hf/Y49hH4W6HZNgwNSEqjRjNTfBmQN0ECD8xNiCTDc3hgstkSc0GQlsmoU2HHbZTpgtYY9mUmQLudD5nqoB3uVR8rSbtZoNuoUE3X6u51mS40WJZ7Mha6XGu9RWs9xev9RWt9hZuDVdsDpVvj1Ten6jZHavaHi7fGanYm6zdnux8cm3kycLo1nTX3auDz1dmny1f3rs1tXfnel6muqep8s3Tu3u7qxsbt3bvra9tLv73Z+6/A28MGpmmVlotJgGfq9elY9DIhHhYVWU5i0k3ZOiys2wx0ZFBgf7pGrVel+7r48WgU4eHBjRpKg93VxqVLJWITEZDpkFPI6VymQwmlZIIi8MiEWZDRgwoIh4aGweF0GkUQLF19MihTIN+cmJMJhWHh4cePXr4iy/2HT1y4Mzp475erm4Xzpw7c9z9/KlTR7+ERIYkQMKjQ31puCRohH+oz4Uzhz5BQEJjgj2DPM6wiEhouC8CEkpExiJjw1MSYqICPaKDPEloWFSgBzI2PND9TFSgu4JHYRIQQR5nk+OjyegECiaRlozI1imwUBAJAUXGhCJjQtP4dK2IJaLiJDRyfHhIXEhgZU6WgkVPBIVhINHY2Bhf1/Ph/j5ENKKzsS4lKZ5BxKFgsaBAPzQKUVjgJJOIaBSCTqPEQSFAbAuVQkpKjD996oRQwMvQa9M1ak2aKiEeRqWQ0tRKFpOORCQCSj0el61JU0lE4uvz197/9P7P335zZWbaZswY7usGFM6NNZUAHi5PjWdbjPOz00AxCZdBnRodysuyYhEJkyODa0u39GlKAhZVW1FaVVo0OtDbWFOZa7fk2Mw5NjOXQQFyKFEJcRqFRC0TyYRcTBJcLuHjk5Gba0tPH90z6NQpmKQAXw8PV5ewQG9odBgMHIGOj4kFBYIC3CFhvmlilpBFYpGTrTo5AQlFxobFRwUqOMRURIxBTDFKaZwUqF5IypRQ1ewUESmRnBghoqaY1XwMJEROxyZHBWTLWXW2dA0NLSFjVExCTrrEIue2ljhKzBq9gKYX0Hi4RIdG3FNdWO3I1PIojQU2OjI2Tyeb6Ws1KwUSGs6qFtEx8ERQQLqA3l5ZMDPUmakSmtPlBHQCl0HJshgXrs9TyKklBXk8Ft2oT8+2muLAUe3NDTGgsFQctqmuuqGmsqejNcduUUiEWRZjY22VQZsm4jItBm2x0wHEodfVVn/z7i2wNi/Oz21rqp8eG25tqB3r6xnoaLNl6AZ7OmbGhwe622fGhwVsOrAifnRvO8dmKi3IvXZ5+urMhEoqNGekA8rz29evNtdV1VaU1JQXZ1syTXqNzahXSgQMMkEm5BbmZoFBoSIuU6OQtDXWvn359NLspFwh9vVxP3nsS7fzx33dTrmdOehz8XiIx7EIn1N+5w/Aw90YyWA+EarmYCTUBDYpkZAURkeGUeH+GkZiOgctJiWoWDgzFynHR2fyMGYRgYOJ5iRDhKkJyEhvORGuZaCLdYJcJVOCg+ancfJUrKHqnLJMWXepvSRD0pijz+QR9WzcQFXuTFuFXc7J04jqczKNQlpfVX5LgbVAJ62yaRudmQwkmJwQPdhcdX1ioK261JgmFzLIMjrJpJYOdDbOTo9kZxurK4qlXFZnfa2Ez5YKOGlycYC3e7Yls6+ztam2cnyoz2E1Cth0IEU1U6sm47H5Dluu3Xx5ZnR4oHt8eOj9jz+9//Gnt2/fvH7z7Mefvvnm3etvv3kDdIjt3d/+7tuvgGyW27euTU2O3Fi4+uMP375//z2w7v7m3etnj3d3t1fu7ay+efnozctH3717ube7/uThDnA13Nvb3NhYXF6+vrR0DfgcHe29devq9vad588ePn2y9+TxXppafuL44d/+x78fPrDvo9/96uAnvzv55R8vHvn43JcfXPjydxCv4wSwNxcVJkyOsEmx+Wk4CS6QAj2nwXmbKME5nMgKWXxXJn7AQh40EobNqT05tJ4CblexvLVA3logHyxXXa5Nu9GgvtGtnW9JW2jWLzeZVpttuz159wfyVjqMS13OpS7n5lDZ7nj1/cnaJ5ebn8+1PZ5tenCp5cGllkeXO57Md3+9PPF0YWBttOHx9YGXN4bebczt3pq5MjnY29Xa0lh1dWrg3bMd4G4NyPoe7O2MDPfNz13icRlWi2F7axUoQd/eWp2ZHpsYH9reWl1aXLg0M15dVXr1yjRA7seP7n399iXg8wbgDazN/xbef/n+m4K1v9Wc/xW8H91fef7k7tb2Kp3D+Ndf/fsHv//t5/s+/v1v/tcnv/vXi6e+dD/95fF9vzl/4INYvxMEsCcJ6iNNjTGLsXpOPC3OLTnsqJIQoCUHmZmgBiWsTYvozEC365AdetSAlTDpZMwWc+fLxPNl4rky6Xy57FqlaqE67Xpt+kKddqk+405j5mqzZbXVutpiv9NqX23PWevK2xqu2B6p3Bmt2hmtAn7YHa+5P1m3e6l9Z7pta6Zta7Zn59rw7q3J3aWZ3eVLd5dmF+fHWhrKF5cWdve27u6uPXiwtndv+b88cv/VA0j/4MHWw4fb/5Sbkw0Ub2PQSCIBBzRiRUeBTp86AVi0z7mcSUqMLy0pcubl6LSa7CybMTNDwOdCY8FSicjH25OAT1Ep5aDQkBhQxM8VZFq1Cp2UGBsdpVLKjZkZQJ0JkYCLiozo7enKNOihUMiRI4cOHvzy5Ikjp04evXjulOv506dPHA7wdj119MskWEw8OAwWHULCwP3dTvNpuGDPs/DIgCRwiIRFxCeBQf6u0UEeejkXuF6nJMQkRAfHRwV5nDkcHxWEjgOF+ZznUbDgEK8At9NRgR7JcDAJFS+ip0b6ukKCvCK8L4R5npMyiGl8usfJgzRMPB2DtGtUerFAJ+IHnD+r4XMqc7IaivLlfI5eKfNwOc1MxYtYdFCgHxGNELMZSoXMZjXLpGKJWEilkC6cd0nGoskkIofNvHDe5fSpE4ikBCqFlK5RJ8TDLpx3cXO9cPjQgcQEOJvF8PbyAMdEAQWsWTb70MAg4PO+u7kxMz6Sl2WVCXlCDjPbYszLsmpVciBiRS7iS/icYD/vojzH2tKty1PjVaVFd24tAJ5vMY9dUVwAjQY11lRaDDpkfJyAzZDwOTIht72pzm7KANa5t69fNek1apmoqrxILGA7c2z372447KYEGPiCy0koGBQZ6h8TEZQAjUqAhEMiApIgYbDIQFYqms8gqoQMIYPAwCdppWwMNFRAQeeb1RYF05HOx4L903mE5mKLM0Os5RMVDAwZBSHER8KCPGwqLhMBtsoYDgVbiIEiIvwEBIRRwspJlxRmqrAxwTo+Ndr7XKaY2VRoZ2FgTHRcU6HdLON0Vjh7a4p0IqZOxGwsdixeGrlzZbwyx6QXs5IiA6d6W1hElEbCdZj1NqO+qa56dGSopLiwtNBJJqRwGFSnw56p06hkYn9vDxwGacnUN9VVtzXVYxAJ0JjIkABfaExklsUoYNMphGQ8BiET8Qd6OocG+7/95uv373/86ftvr16aunV9rqzQmWu3OEyZ2UZDd3MjkL6SrpRmatV0Eh6TBL99/er22vLt61cbayrmZ6caaypKC3IrivNLC3JVUmFXa2OmVk1LxdFJeLspQ6OQzIwPFzsdQHvYzPiwIV2VZTbUlBeb9JrtteWp6TEanXT61NHjR7646HLU9cwh19MHQP4XogNcwEHng92PJkV5MVMgHBxYQk3gE6FcCiIFFpQC8eaiwy0iXCY/JZ2L4+Hja8zClhylgYuWpcalMdGUxHAkyBML9jfxCaJkSH4aR0VO1LOw2HB3ORHekqevtqqtYqqSjOCiYvgYSLVVXW6U0+PDbTJ2R0l2uTltsLZoqq1ax0ltzDNNtFTemRmozTHU5BjTBfRCi26su1XGpjqtmWV2k0ktHe1r6+1qLi7OKS/J59HIjeWl9VVlZYV5tFRcXAyIQkjubGlYuHqptaEmMQ4cGuDDoZOBEBs+iwZ8ramrLhkf6b8xP/fTDz++/+n9+/c/vnr99JtvXwFBYEDx5f17W0D31/LSjbHRAaD18v1Pf/rhz9+8+/oVUCD23buXzx7vPtrb+urV469ePX77+sn2xtLW+uLdu6s7Oys7OysAxQGQ37u3vrg4v7m5tLu79vLF43dfv7q3u0XAY3/17/+y7+MPjx/58tMP/+Po53+4cGSf79kD/mf3h7sdIUL8BMnRWmaSmgrNYMGtggQZLogW52JIDchmg4olcQ3pqB4buT+L3G0h9FmIPdnk/nxOb4Gos0DaUyifqEq71qhdakq/1aa73qK90Wq60WJbaLau9ORuDxWs9WZvDpWv9hVvDVfcn6zbm6p/ONP4eLZ5b6r+waWW+9MtD690PJnrfXl75PnN4Z2Z9gdzvXuXOl4uTz5Zm9taml+6cfXy9NDClZE3jzYeP7oHmL7u39t6+eLxg72dtdXFkmJnXW3F/NwlIA52emq0vKywva0RSDufuzrT3FQLpLU8erj7s8/7Z8Haq9fP/urm/bfvl/zfvzRz/13NOQDvl8/uzV6ejIRE/Y9//ZdPPvnoi8/++Nkff3vsyz+eP/GF++kvfV32Q/zP4mN9eJgINTUujQYz8lE6RpwQ7ceGu+kpYUZ6eL4U1q5Ddmdie4zJXQZMlwEzaCNO5NGnC1jzZeJrFfKFKuWNGs2tOu2txozF5sylFuPP5F5rzVppy1ppc6x25q53O3+G9/ZI5dZwBaBW2x2veXCp7d5My85069ZM29blrq35/u3rwzsLI7tLM5u3Zwd7mxYWZh88vHt/b/Phw/V7dxf/X+Etk4qDgwIiwkMZdKpQwANMUGlqZUhw4M/dXyajgUjAAc5mAEtymSRDr6VRyTHRkUhEIioxwWzIsJtN8FhIQhyUx2JikQgRj2sxG7EYFAaNRCGTzKbMOChEqZBlGvQhIUGffPLRoUMHzrmcOudy6vzZE75erhfPnQr28wgP8okODwzxdQ3wPAcJ8w30OOt78aTP+WORAW4RfheRsWEwkH9CdJC/60kSOo5FREX4uZLQMHhkYGJMCC4RjIVHYeFRCdFB7FRUmM95DCwyLsIfFRsZ4eseE+STmhSLj49J49MldIKaR0sABVLRcJDPRZ2IH3TxHCE+Ts1lCUiEZCiYmABj47CF2TYWiQAFhcXHRAoYVBwi4cLJY06b2d3tIiwuFpDW63XpYpFArVIoFTLgm1BNdWVuTnaAv6+vj5ePt2duTjYWgwLW7FaLCQ6DphLxIcGBaBQCkZg0PDj0/qf37//8/fWrVxauzmoUUjI+OU0uybGZ9WlKuYif77DbTQYqEZeagjHqNBqFdGZ8JF0ps2bq05UyqYBbmJvdXFfd0dwgF/GBJDUWlXTn1kJFcQGHTk5XSgFtV0t9dUGOPU0utmbqsqyZdoshQ6uanhjOzbYgE+MuuJz083aLDPX397oIiQxJgoKSoCA6HkHCwHnUlOSEGAw8ipWKRsdFYOGRhMQodGyIlI5loGMMYgoqykfBwJRaVRIKgk+Aa/lENZeoZOPNcpaUjDIIqTpOqoqCEaXE6/hUNhYuoybTkbESMiadSy4wKMus2mpHZoFBKaelUJPAuVpprlZKTQKXmDWl9gy7RmJS8K1qUak94+pwl1Ut4qei1TxqtdOKgUUKGanjA10Rwf4apay+rma4v2diZNBhM3e3t1SWFmVZjHZz5vqdxYx0NTEFExbkX1rodNjMxfm5pgxtR0tjVWkhLRXHZ9EEHKZEwFWrFF+9eQWEtFyZmbx6acqQrpbwOekySZ7VbDforZm6wtwsQ7oKGQ/Ny7LYjPr2prqu1sbC3KzC3Ky2xtqm2sqK4vyB7vbKkgKZkEvCYeymjLrK0ju3rleWFNSUFwOvqrRwfKivtaEGyDxvqa8uLchtqq1cuDGXkoz84rM/HDv0qffFEx4uhz3OHIgMuAgJvpACD0mGBdOxMXxSPDslhk+EcvEQeJRXAsgDHnyWhQyyiJJV1AQxKQEHDTKwkqwCLCspWEGC6thoXjJYzUCpWVgNDWmXUIq0fCMPr2dhdUyMhoZkJoQpSElKMqLKoqqxpZUapPXZ2nKj3C6lF2XIRxpKM3jkcnNaqVFValT1VjqtUlapWT030DJQX1psSnPo5DX59mJbBgOHaizKy7dkcGl4sYA5NtY3d3lqdmy4vba6tqKkv6tNp5Y311XdmJslYJEJ0Bgug1Je5AQKv8sK86bHhuqrylRSoT5NYcxQG3Tqvq7On3748acffnz//scffvz21evHQFvl2uoi0Eu9e3dj7/72lctTl2cnF29f39pceff1qzevn716+QQITP36zVNg5n7x9P7O5vLq8sLW+uLLZ3vPn+8BbHjx4sHr14+fP98DmAGoeXd31148f/Sn797eWJgLDwv65//5/+3f99HRA5/t//i3Z49+Fux+Eh7iion2oSHCJYTYNHqCWYjVUCFiTJCKEKoiBsuxPnnsyApZfIM+udNGGshn9eRR2+yElizcYA5x2EkbKuQMFQnGy6VX6zXLbYbVNt1ai3mp1XK9LXuy0TpYY5hptS0PFG0OF+1M1i73F68Mlu5M1t6dqtuZrN2eqNkYrdwYrV0fqbk707I12bwyWrc52bIz23H3cvfupfa7l7u35oZvzw4tX5uemx4c6Ki9NtMPNK0BkAbWEjvba8CbuzrT2dE8ONC9cP3K7KWJGwtXHz+6B/Sab27cWbx9/dLM+NLiwsb68p+/f/dX8H7z1XNAbf761d9/v+T//geCtV8UhJQAACAASURBVL9r+H50f/XVqwflFcVHjh3+X7/6t/1ffLrvow8OfvK7Cyf3+7sejw44j4z0oiaFCZIj02iwLEmKAB0ixAQLkP4KXLCGGJLFAztFsU0mQr8FP2gjDlgJvaaUPjNuJJs8nksbz6VdLhbNl8tu1qgXG/RLjRlLLcaVdstaV/Zam2293b7emb3embPa6Vjrylvtdq73Fm0Mlm0OlQPYBn4A4L03UXdvonZnvG5zrGZ9rG5jsml7tm3naue9W5OP1q5dnewbH+nd3lm7v7f54MHG7s7/MbyBnfl/wptOo0SCwrEYlJ+vt6eHG3CRNWToDBm6WEgMGoXIslvT1MpUIh4WF8vjskVCPpNB02k1sZAYlVKuTU/DoJGeHm4hAf7QmGiFRIzHYtRymUomjQFFFOTmAHO5RCwUCnhUCgkWF5uMRVvMxvPnXb74Yp+Lyxk313OnTx07dni/r5droJ8nKMQPi4DFxYQnQMLB4f5+rqfCfC8GebrERfiF+ZxHx0UI6TgmARHkccbv4gk6LjHa3+3sgY/h4X7wcL+kqCCLWoQCh8aF+ogYeFxijIxDqiqwx0X4x4UHYmExMUE+QhqRT8GrBSwSKl5AJSi49EtDPTop//SBz5NiQGhoTIinKwWDUHCZF44dCvF0DfF2Y6WmoGFgAZ2UCAbxqERWagodj0nGosPDQuKgkPq6mtKSIjwumcNm8nkcAZ8bEhyIxyXHQmLi4XF2m4VGJcfD4/JyHdlZNpVSLuBz+TwO0L7q7nYxIiy8tbkFuHlfvTRjSFcD8ajBft4sKomMT05XykYHeo06DZOSmmMz97S3tNTXCNgMkz69uqwYKBcpK3QqxIKe9pZ8h10hFoBBYVqVXCUV2YwZeVmWmvLikvycDI3yxtxsXpalsqSguqyovCTfbjFwmJSm+qrigpxzZ44H+XvBYqPiYsL9vS5GhQXgUTA8CkbDJQkZBLWIyUpFC+k4eGQABgbCxoXhYGFCMtIoZxUaZQYxBQHy4qRANVx8YrhHQpi7mJxERUTmGyTlVg03GWaRsRqcJjkZuzw50FKcLSAgiDCQhIwREBCtJY78DEVDvlXJJrVXFvTWl73/4S0ZEZsMjdAKGQpWqoCEyTemyZnEaD9XGhpGx8DtGolBysnWydOFjAKbXq8QahWidKUUh0EW5jkW5i5PjQ2nKaSVpUU1FaXpKjnQIUYh4oz69PrqCo1SlqnTzF+eaW2sKyvKb6guBzq+8FhUIiyWzWL8p9r8x+/7uzvMBh1gOWORiAoBT8RiFOZm9Xe1CTkMpUQwOTIA6MaB7O6h3s6G6vKG6vJ8h62zpaG1ocaZbU1XSuUiXq7dnGMzleTnVJYU9Ha0tDfVXZoYmRkf7u9quzE3W1VaWF1WlGs352VZujpbYiGR+/d96HLqYKCXi5/bSS+XQyFeZ6IDXFIRIHoyhE+KF9MQ7JQYGiqClBiSFO1DQ0UwUaEqCrTSLMhRUtQMFAsNzpaT2IiQKNf9AizIKsbbZeTGXI1NSjJwCVUWVX22tsKkWJ3qqctKV5CSUKHuJFhoqUkx0ljcUmgut6iKDNLRppL1y4O3x7plJJSYkGQS0XPThAoKxiZjS1OR6KhAOjJWlIoqMCgLDEqdiJmjV5TY9BXZllKHRS5giAXMmZmRG9cuj/f3dNTVdLY01FaUOLOt+Q6bSa+hEJLLi5zlRc4MjbK1oeba5elLEyPDfV2lBbm5drNcxIPFgqBg0M837/fvf3zx8vHS8vWx0YGhwZ6lxQUg/AvQMQ30dy0v3Xj29MHW5srG+jLQDfrNu9dfv335/Mm9Z493geF7e2Pp5vXZjdVbj/a2Hj3aefr0HkDuN2+efPXV07dvn3399XNAkv348d23X734+u3LpsZal7MnP/rj7/Z99MH+z3538LMP3E7tBwdcQEf7kOKDBXiwnoPScxE6VoICHy5A+Mgwvpm0iAIxvE6F7DQR+rNpA/msgWJ2p5PckJVSn50ynpc6VUifKmFPl3CvVEtvt2pXOzPXuoz3O51b3UXznc6eOnNDmbanzjzfV7gxUb01VX+jp/BGT+H6eM3WVP3aWPXKSOXyUPnqSM3aaP29K513RmpHa2xTjXm3R+rvTDRvjDctDtWtTHXemel7sDK3cetSR0Npe30JoJx/9vTB82cPX754DHwCaeHTU6OAyfvWzfk7yzeB6fzZ0wdAnPjG+nJ3V2tRYW5tTfnPN+9vv3338tXT12+ev/nq+avXT/9LeP8dfv+CYO2XNOePH2w+f77H4TF/89tff/TRh/v3ffTFh7859Ml/+Lseh0d4JccFkRNCJKQ4Ix9tEaBNnEQqxI0BdePC3DOpkU4hvCoNVZuO7s9lDGeRhrNIgzZinxk3aCOO5VAn8uhjOdQpJ/dKqexGjQYg91KrZbUza6MnZ6PLsdXj3OrL3+rLX+8t2Ogr3hgo2RoqW+0rXusvARAOHL/vjlXfn6zbHizZHizbHCxdHyhZ6y9eGyrdGq/ena7fmet/tj536/JwU13pjRuXd3fX9vbW791d+geE/rvvf4N3UKA/m8UwmzLDw0KAWDRAMU4hp544fhSNQgCRqKCIMJGQ7+HuWpCfl2nQczmsM6dPAoHkcpnEkKFTy2UYRJJUKGDRqEa9rqaiXC4WiXjcvFyHWqVIxqJlUjEBn9LT3QmHQY8dPXz48MGTJ49fvHj+4oWzJ08cOXH0gI/nRVBY4L6PPvD1OA+JDAnzd0+CgrDx0aAA95gQbyk7NTbMJyrQnZaSgIKGh/mch4R6x0cFImNCAi6cSE2CSBmEEPczUgYB5HMhNthLJ+OcP/a5hEUsyzV7nj0S6ObCwKGCPc6nIuFCGpGWjAD5eXicPipmkJh4tIBKSIbHMnAYLgmPio1GxUYz8dhIf28mHqsWcdkkHC4JlqmW4RFwNglHw6Fjw4P0uvTAAD+1SiEWCSLCQ9ksBhqFcGTbDRk6vS6dx2XHw+Pc3S56eboT8CkpyZiEeFhQoL/rxfPHjx0JDQnisJlnz5zCpWDVStXM1PT7n96//+nHxtoaAZvRXFddkJOVjExMRiYC7WEOq4nLoEaGBlUUFyglQqVEyGVQ2TQyl0GdnRxrqq3is+gh/j7oRDiDTOxua64sKSwtyKOTCP1d7Tq1fOPO7dnJUYfV2NFcP9Dd3lhTka6UNjdUV5YVTo0PUUk4H8+LsTERYcF+iAQoGBQcGuAVFuiNhEXFg8PiQAFsEkbIIGBgIAmLqORT2YRENZdYYtOkJkYqmdgik1xCQRBgIVxcnE6QSkVEpsaHlVpVRhFZRIAXZcoQ4d7FRqVNwcNEh0x2NNTmmhLDfHi4RKOElQqPrMsz52qlBhEjJQ5EQUINUk5ZliErXUpGxDYWO+RMIislsdCcblEJlWySXsxqKMo2KfiVOabcDHm2VuI0punlPJNGlmfLZFKIs5OjaQopl0krcubk2C2Akb2no9Vs0DGpJFBoECEZbTMZ9BoVjUQQcJghAb6xUeECNp2WigNHhmdbTQP9vd99+w64eRfmOfKybY01lTwmjUHEZ6gUzdWV3W1NlSUFtFQcMRlVWVIAyOVKC3IFbHpRXvbM+HBRXraATY+JCGGQCUV52ZMjA6UFuTajXsxj9bQ315QX391YGR3oGe7r2lpdamusHe7rKi9yVhTnL9+8NjHcTyOneLqdPXvygK/bqUDPM4HuJ4Pdj0f6uSRF+6BjA9CxAWw8VM7C0FARuDh/GiqCTYzjE6F6DkpDh+UpU3NVVDklkRQfqqLA5KmxyJCzaiq8PluRr6LkyIh2UQofA2nKzTAJSDYJbeNSf5VFlRh4QYyDkeFhJjG1wqou0Is1rBQyPEzLwffXOGc6ahUUjJyMLjen8ZPhNhm72q7Tsomp8MgMIb0yK6Op0F7vtOh4JA2bMNRQkqtPy9KrDWmS1qbqoaEuh91UkGXtaqjraK6fGh0cHeiZHBlwZltlQm6wnxcQZm7UpaUrpRRCMiQyjEVNtRn1yHgoh0myGHU3r81//92f3v/40/fff7e6trixuQQcZTfWl+/tbgJ4ePzo3vBQ7+rK7eWlG8C+F0gXefvVi+fPHq4sXb92dWru8sTq8sLrFw/vbt3Z2Vy+dnVqd3ft2bP7X331FCD3N9+8fPv22bNn91++fAhEZ796+WRtdZHPY3380e/3f/HpF59+cGjf784e/cz34mFw4DlYkEt88Fl05EUlFaokQ0TYEAUuxEiLMdNAhUJYTxZj0E4dy+eMFXCHC1iDRYzOPFJDVkpTDm6miHaljDVXwZmv4N+sl99pz1jrtqz02O51F+4MVdwcKBtszWmrtw60OK4Plu1calqfaprvLp7vLl4Zr9+caVmfalqbbFwZr789ULk8XLM927Y63jhSlz1cm7UwWHN7tGllpP5WX+X6ZOvqdMejOzMP164Od9a2N5YCfS3ra0uvXz19+mTv1csnwAS8d3/7/r2t2UsTrS31C9evzM9dunJ5amN9GWgxn5ke6+luq6utaG9rnJke+/5PX/+fwvuX/N+AYO3vatb+Urb2c1rqkyc7d1ZuBIcG/Mu//fOhg198+uF/nNj/4bmDH/q4HIjwPgnyPB7leRgf4yHDR4rQwVTwBTkmWEeKzKRGV6ixzUZSl53aYSIMOqhD9tQhe2q/Bd9rSvl5Zz7pZEwXCOfKFbfrdcutpuU260qHfb3bsdGfv9WXvzNQuD1UtDNUujVUtj1cvj1ScXes+q8m75/5vdFXvNFXvN5fuNLjvNOdt9LjXBvI3xopXptoebw4tXF9orYsd3Z65D9hvLv6fwfvhw+3Hz3a+SeJWMjncYgEnDY9DZBTTU6MCQU8OAyajEXHREdCY8EQcDQSkahWKVKJeECARkolZNmtLCbdz9c7XaNWKmQcBp2YkkxIxor5PDGfZ9TrKktLbCajMTPj7JlT1VUV4WEhkaDwsNBgaCzY9eL5kyePnz17+sCB/W6u53y83cND/D1cXc6dOe558Yy/18WYiKBgn4ue50/AIgPxiNiTBz4O9T4nZhIgod6QUO8Lx79Ijo8Ch3hBQr0pSAgGEpLGIzt0Up8zBwnxkWhwMCTQTcIihvtewCeBFTwqCQ3DwmLiI0NCPC/Ao8KIqARKMhIJjQ71cSdjEWwSLt9mVIu4TGJyHCgk2MuVT0ul4dCgAO/IQJ9UJBzk58HAoaIDvePCA1ORcGhYAAWTGB0FolHJxswMLAb1H7/5VXQUKA4KcXe7GBjgl51l02k1cpkEl4KNg0LKSou5HJaAz8ViUMAeQiwSEAk4NouBSEqIAkUO9PW//+n999+8u7+zXZTncGbbnNm2zpZGu8mQZc7cWl02Z2jlIr5SIgRMYjwmTaOQXp4aJ+Gwxc4cc4YW+HsugwqkgPV1tslF/JL83DS5BIi8uDw1dv3KzOhAD59F4zIol6fGIsODmLRUGhnPpKUG+XtBosMTYGAPV5dkJByPScQkxSVBQeBw/wh/NzwiloCE4pPAxKRoJi6eg48PcTuuYGCcGWJkpHdqfJiEgkjnEShJIAUDYxBTrErW1cGmHBWTAPbVsJJ1PCIvJcGpV+Liooot+qpsAx+fVGRU8/FJNAREQcflZyiy00SM5MTUpNiqPGuhRbcyN2XTSOuLHElRwWouJTdDqWSTiAkxciaRR0QBICclgNRckppHlbJJMi5NKeIU5NgHezpio0GhgX42kyE2GhQPBavlkpmJ0cI8R29nG49FN2jT+rs7crOsZoNOLZdo1YrRgR5gc2vQphFTMFKJ6M3rl8DavLO1qawoP8dmrq8qry0tFjLp89OTmyuLgGS6JD9HLuIlxoHLi5ytDTWXJkbspoxip6O8yDk22NvT3gxI4TpbGoqdDrmIZzdlFOZm3ZibXb557cHdzcmRgdnJ0dQUdLHTUVlSgE6EWQxaHpMKCvO/eO7ERZejXheO+7ufigy4GBviBg93jwd5RvmfjfA5hYMH0zDR0KCzCeEX0/kpEjqSmxLtTKfZxclaapxVgLVKUiWpCbhoTzUt0SrGNziUQ5XmfCVJR4MVq8kKKqop35jGTJaREVlKdk9ljpqBLcyQCPAJdERMUaaivTTbIKQyURAmCtJcaG3Ot1zqrCs1qqpsWjIsIk8jutLTSIZFkBGx1XkWp16uoOME+AQxMaHMrDRwCVaV1KiSKEWsjta6rKzM4ABvNpmoFvLjY6OBPNSxwd7ejpae9mYSDtPd1gRUjQEHiJH+7rbGWqmA01hTIRGypCLu3OwlYPIG4L29s7KzvQaYmoD175+/fwdkrdy6Od/Z0Xzl8tSL54++evP82dMHb7968eTx/dcvHj7a29rZXN5aX3z2ePfm9dm7W3eWb88/e3b/3bsXf/rTm3fvXrx79+Lrr5/fu7d+7drMkye78/PTCwuzN2/M1dVWeHu5/fpX//rF558c+/KPp4584ud2PMzrRFzQebDv8WivQxDvgxiQCy76HA50WoELLlclV6nQbRmEK6WyiULeTKlgopAz7KQN5tN6c1I7snBdDsJsKftaFe9mjfBWrWipUbXSabrT61jsc6505GwOld0Zq5kbqLgyUH59pGptsv7+lda16Zbr/RXX+ytWJps2LrVtzrZvzravTbdc7y1d6C2/PVK7Nt0211sxUp870VY03Vl6ta14rr1oebD6Rm/Z4mjD2tXBib6mjsby7a3Vjvam5qbaK5enOjuaR4b7+vs6X754DCTbLC0uXJ6d3Lu//fDB3d27G0Dh2ONH97Y2VyYnhocGe+bnLq2u3H7x/NEvrc0BZ93fvl/yf/8M73/gGfvL4fv587229sZDR77891//68ED+z79/b95nfoyyOVAhPdJsN+ZKK9joItfQL0PYYJPEEFn6DHnzFRwqTy5UpXSZWMM5rDH8jlDWZQBG3HASgB25j3G5EEbcSqfebmEN1vMna9QLtRpl1tNq51Z692Otd689T7n5kDBRn/+1kDx9nDpzkjF9kjFzmgVYNu7N1ELvJ3Rqs2h8vWBUgDnwAl8Y7B0ra/oTnfecpdjuctxpztnsb9y90rPvZtTrdWFY4PdT5/s7e1t7u3+oxjUfyA4/094Uymkgvy8pMT4mOjI8LAQDBpZWVHmyLbLZZJUIj4o0D8eHodGIXRaTXlZiYDPlUnFRAIuIR4GAUfTqGQvT3ehgBccFJAIi5OJhHw2Sy4WgSNBqbiUImcen80CDGDpGjWNSg4LDQ7w94XGgk+dPO7t7enu7vr5558FB/n5eLvHRIaeOXnk808/9HE/9/nHvzt2cF9ksPeJg5+ePbJPK+MyiSgKFm5Q8rHwSD41ORUFFTMJ7qcPhvmcx0BCUhOjFSyCVS3g4BOFZHRWupiYEOV38QQ+CRzmcx6fBFEJ6AIqISkmPF3MDfK8mAgG4RHwRDCIQcBGBvpg4JCEmIiUxDhsfKzXuVOUZGQiGOS0ZqZLBR5nTxz86ANUbGR8ZAgFkyhlUSJ83ZU8Rq5RGweF+Pl6JyXGp6mVsLjYlGRMWGgwIikhOgqUkoyBw6DpGrVYJHC9eB4oTvX0cOvsaANK2wDTfEN9LTQW7OvtU11ZBYS0DPX11leV93a08ll0EZcVHxvT0dxw59ZCV2tTc121ViVPTcHwWXSdWrG2dKu3ozXfYW+orpAJeXaTQSUVyYQ8LCKhvCgfEhkOxK4V5TnKCvPkIl5NefHM+LBJryHhMKkp6LbGWgGXwWFSkIlxOCwiNiYCjYBDosN9vVxx6AQsAoZFwMIDPEL93ALczwS4n4kM9EiBR5z4/AMVj9RTV6jmEsvtaa2ltpx0nkFMsSiYmRIqDhrESYFq+USznNFQYOwtsxTpBX3VuU35RmoSOJ1LldIIZCTcoRE3FthytVIlA1/tyESC/B0asYSMSRcy9RKOgJysYJNFVJxFLUbGhArIyekCep5BNd7ZYJTzvE8fQsWEkJIgaTxqjlbkzJByCUmXBtrL8yxqERsdD7EZ9UXOHCaVJBcLUIlwLpNGIxHs5syMdPVwf4+IxxZyWRnpalQiXCkVAdXmLGoqnYSvLCmYm53GY1F0GuX7P30LCNZ6O9umx0fysqwOq8mUnlaYbV+7dWPpxnxXa2NjTUWmVk3AIrUqWVVp4drSzdnJ0caaiqK87KK8bItB67AaGWRCZUkBg0wQchg97c3dbU3VZUW9HS35DtvM+PDEcH95kVPIYWSZDYCQDfhPINGhPh5n3V2OuJ05GORxCh7hlQDyTIz0CvM64X/hoOfpfSCfk7Aw13CPw4hId5uaUWJXFBj4HSW6llxZsYaSLcE7lLQ0JlqYEkOFB2ZwUNUmwUCZYaQis80hGy3Xlxjl6WxckUHKREanMZOLDNIKqzonjVdu1Th1EqdOkqXi0RExej5ZwybkaIRGIc3Ap9jlHD2XVJOlp8BBk61VnaUOKiouLsSbgYLSETH8lLiCdEGtXWPgpFwZ7HEYNCoxm8+hlpU509UyBhEHj4zgs2g8JlUu4lkM2qHeztGBHrVMVF9VZjdlSPjs5rqq2cnRHJtJIeZbM3XXr8wUOu1YVEJfV+f7n97/9MOP3333zcNHu4+f7G5u3Hn+7OGb18++/9PXP/z5mz9//+7VyyevXz29NDPe0d60cufW269e/Om7t0Cc59Mnew/ubTy4t7G9sXR9bnphfqajtW5nc/nJw50XLx58/fXz7757/c03L7/55uWbN0+2t+9cuTKxt7c5NTV06dLo5MSwIUNz8MDnn37y4Reff3L84B9djn0a7nc2zPs4JOA0xPco1Pcw1PdQfOARVNhxfNSpDCqoyUDusdHGc7lXSsSTJbzpEv6okzmcTR7LoY5kk4ashNFs4nQZb75WstgoXWqSLbekLXdbFweKbg2Wz3VYl4YKl4crFger1sYbtiYbt6cb9i433plpuT5cfW2o6vZEw9JU0+ps2+ps2+2JhuXxhsXRuhvD1RuznYuTzT1VttaSzMEG50C5+XKzc32kZmO0enWsfnt+6MpYV2WpAxij+/s6+3o78nLtI8N93V2tC9evXJufBUbwq1emAdfczRtzwD5ja3NlbXXx+bOHD/Z2piZHrl+7/OMP3/6SYO0fw/tv+f1L8P6Z33+lXHv+4kGaRv75/k8/+vj3+/d9+OVHvwlw+TLC9VCo6+EYnxNgn2PRbl+A3T6HeezDhxwTJnhmMaH1OlJTBmkwhz3kYE04WSPZ5EEbAYB3nxkHwHumkD1fIbpWKb5Rr7vdZLjTZv4Z3mu9eau9+YBDbGOoeHOobGOkfHO0cnui5u5Uw95U/YPphvuTdbvjNVvDFT8P4juTjVvj9Zsj1evD5esDJav9BXd6c5e7HMu9ZSsj9Xevj3XXlbY1Vj97fH/37sbD+5v/IEnt777/Dd4njh+NCA9lMekKuRQUEcZmMTBopN1mEYsENCrZZDQgEYkmo4GAT8k06CHgaOB6TadRAvx946AQXAoWiUgM8Pelk0k+Hu5YJGJ8eEijVMjFIofNmgSHBQb4oZBJdpslwN8XkZSQoddKxMKLF865uV309vY8duwIBBx5+NB+T7dz584c93I/H+Dteu7UkWA/jzB/94hAz3A/1yRIWCoaRsbAgj3PJsdHqYV0GMgfEuodHeTBJWOCXU9EeJ2N8j1PTIiyqPiJID8lm5gU6c8iIjNVAvfTB+Mi/KMCPRKjw+CgYBmbKuMyKMnINDEPERvldvpYZKAPHY+Jjw4P9LiQnAAFBXiTMEnx0eEcMl7EpBz9/OPYUH8Fly5jUzmpyZlKcW9TjTlNRsUmOfNyYiExPt6eGDQyFhLD53GgseA0tTIOCvHx9vTydAfc8GdOnxSLBCIhX6WUc9hMi9kYFOgv4HPJJGIyFh0SHAiOjlm6vfjD939+/9OPlaUlYFAYm0auLCk0pKuzzJnZFqM5Qzt3aUrC53S1NsmEvPameotBl2MzV5cVy4S8ptoqa6YeaAwDyrkzNCosIsGaqU+CxbY21N6Ym62rLB3obm+oLgfwUF7krCkvppJwxgzN8EA3m0GOj4uBgkHBAd5J8bFJsJiIYN8kWExEoCcSFoWBR0UFeVKSE0hIMJ+M4hETFSxctoYnJicR4oIq7Opis4KBjmFhIUomVsnE4qBBqfFhYnJSc15arU2hY2NrsrViErqpONeskoADfBV0nCgVxUmO13BII82VNiW/2pGZq5XySdgoPzetiKWXcOjYhNSkWBWXykvFZEjYIkpyZ3WRjEEIcTutFTJq820FJk2RSTnb17i5MF2Tbyuw6Qc7GuOiQlViLoWIkwi4Rc4cDoM6OToUB47CIhPRSfFlRflsOiUOHNXd3uJ02CtLi0oK8rKtJgIW2VxXZUhXiXhsLDLRbrP8PHmr5RImlcRlULvbmnMtpoGOtsrC/Jb66uG+rrwsS3NdVYZG2dfZajFoh/u6ssyGiuL8fIfNqEvLsZkkfLY+TWEz6vOyLICO2pyRfu3y9O3rV69Mj0+ODFQU5wPdoAPd7VqVLE0uzjIbRgd6woI8vdxOe54/5n3hWKj3WUiwKyTofGKkFyT4QnSAi4/L/oALB1BgXxoqQkiC5ei4mVKSSZqqZSZki7H1VoGFj5HiYwmx/noejgILkBLAekZCjYnfX6wtVad2OCT5OlFeumCovlBJQ6cxk0uMch2XIElNbMw391Q5MwSUPK1YQcMaxfQMAcUiY6loyUoqVkxIYiTF6Lkkk4ieziKMNJTi42OSIgPLrNqCDFlxpqyvwjFa53x4Y7y1rHCks7koxxwHiTAaNYgEqEYqyrearZm6rtbGZGQClZiiU8trK0pSU9Bqmai/q60gx55tyWyuq3JYjXZTBtDnnW0zUEm4iZFhQG3+pz99u7J6e2Nz6fata0C+yp+/fwe4tG/furZ7d+Pqlenbt64B91qgzPva/Oz62tLu9srG6q3Fm1evXZ26u3Xn0tTwy2d7Tx7uvHz58O3bZwC5GkhBjwAAIABJREFUv/rq6bNn93d2VpaWrj14sHX9+qW1tVvLSzesFsOxowdPnTy677OPjn75u9OHPwrxPuV3bn+I6/4It/0xnl9CPL9kYfy5aH9pSpBTimizUEdyuVdKpJM57PEizngRZ8RBGbKnTjooU9mUKTvxUhZpvIw/VytdbFIsNymXWtOXe7JvD5XdGK2d7TXdHMq72Vtwq7Ngc7B6d7xue7xqd6p6cbL5+nDttaGahZG6hZG6xcnmxcnm+cHqxdG622N11weqN+d6Nuf6Bupz+mpzbo63LvRWro7U3Ztq3B6vXhmu3prvn5vscti0jQ3Vl2cnW1vqbyxcnZocWblza2x0oLmpdmJ8aHXl9t2ddSDcZu/+9vra0sqdW+trS1ubK4Bsbe/+NqAHfPP62S9Zxf5LeP81v188+Mf8/it4P332AEfEHDry5aHD+z/7+INjn//e59S+UJcv/M98FnrxQLjrlzHu+1PCTrPhnhKknxIbmC9I6DCzusyM0TzeiIMx5qCP2ElDVsKgjThoI/68Nr9UxLleJblZK7/VmHG7ybDYYr7TblvuzL7T5VjqzFnscCx35d7pda72Fa0OlqwNla2PVGyN1+5M1t+bqL0/WXdvonZ3vAYwjN0dq94dr9meat2caFofq9scq9kaq9ocrdgYKl7tL1gfKL/VW75xqb+9qrC8wPHg3tb21ipgWfy/hzciKQEOg0aCwo8fO0LAp1gtpkhQeIC/75nTJ9M1aiwGBax5gfpqOAwKjQXHQSHpGjWdRlEp5YkJ8KjICAwaWZiXy6bTWDSq2ZBRX12VrlKyaFQuk4FDIwhYlFIipKXiCViUgM3gMWkXzpyMjggPDQxwv+Difv7smeOHz584GhMWEOzjtn/fkcP7jwT6ePKoeGiINx0DtylFDER8oJuL64lDSAgICQGdPfQ5ONiXjE5IiAr1OX8MGRtGRMYmRAe5nvwyCRyilbLlXHJjRWGEv0eEvwePiodGBPKoeINKHOR5PiUeImVRynKsUhYFExeNT4QSkuLiwgNpmMTSLBMaGuV34XRMiC8aFg2LDhGySCg4mEMlUHCoEF93P/dzFBxKwCS7u5wgJqMJWBQCDoXGRBNTklEIpKe7Bwwah0hKCA8LCQr0T4iH6XXpQN0qEIPz0R//oJBLY6IjiQQcLC42DgqhUkh0Km18dAxQm1+ZmRZymCIuKzUFE+znPdLfo1XJBWxGoI8nGZ9cW1GqEAv6Otty7ZaS/Nx0pUzIYfJZdK1KXpTnKMpz5GVZOXQKGZ/c1lg30N1RUVxQkp87Pzs13NdVU15sMxnych3a9DSlUllfX59rNUh5jJbacgGTnAABUfFoJCwGCYsBhfn7eF5MgMbQ8MlRgf4+5876nDmtFQp0Ypacjq13aHqKDQoCBBZwLgUWqRaxeSlxkR4nnDqRnp9KjAuhJoL0/NRMEUVMRYd7niq1pzeVOQZbK9triyGh3hkKXrqQISBjO6uLrAoeH5dok7HbC203BttMKl6mgmOQsnhEhF5Ay04TjbdW81ISkuNAah6VT01Jl7AL7JnGNGmhwyLjMxNjw+Q8ql7CsafJ4eGBlQU5Ii5dIGCoZOJMnSZdJQ8N9NOlKVNxWFQinIRP1qoVjbVVeCyqub4mU6dBJcIjQgL7uzswSfB8h00u4on5nEyd5i/7vKvLijO1aXwWnYBFkXDYxYV5tUycrpTFRISqpKLqsuLqsuKR/p68LGtTbZVCzJcKOCIuMy/LUux0FOVl69MUVGKKIV01PtTX2dLQVFu5ubL44O5mb0dLTXlxbVVOX3ttjknbVl3ptJid2dbSkvyq2pLoCN+ocJ+YcO9Az1N+rkfCvU9GeJ8AB7qAw33dXY6cPfIFJMhLyUxRs9D5GYzuivQ2s0SKjo73v0hJhIhoWFSUDzbarUBLSacj0qnxVh7GwEzIU5DERBgdE1tfmlNiUbaVZWv4JAwkKFsvlTGJah4136p1qDlODacpR7M51d1eYMrXyw0yQZpIQEfGllnSB6uKuotyMthkIQFhUfF5FHSuVlqYqSoyqquyDcWmNCkF69CIdXyqkptKQED0cm5CTIhaJrAYdTIxTy4TkXAYLoOCRcQTsEghh5GhUebazUkwyEh/t1zES0YmAGWgIi6ztCC3JD/HnJFWmJs1NjAArM1//OH7tdXFW7euLi0uTIwPbW2uPHr4/7P21l9t5+ved8/2PTN73Dp1obi7awghhLi7OwkkECEhBEmAEBKCuztFCsUp9VJvaUsN2tIidZ2ZdrT3DzlrP+e5z7PPeu5zn7U+Kz/kH3h9r+t6y4p9s91QXzV3aPLNy0fvfnj+5uWju0vXrl89v3Bx/tjhyWOHJ2/dWlhdXbp58/Lc3Pjs7MHFxQtPn66+evXo+es3P7774dX3j97+vPH2p9XXL1dePn3weG1l7f7NtdVLq6tn1tcumwtyvFxcfD2cnBy+9Nj+sdeeL/ydt4R57UbE+CQH7yVEOYqhvipicFlqUrsWM2FmHqsWH64QTpWJRkv4/cWy7kJBr5k5WsmaqOVMVLMnq4Wz9anHWlWz9bLBUuFQWepYg26wVtdfrRtrLz7Ykzs7VDLRZ5rsNZ8br782Xrc4XH5vvGr5SM/CbOuFudYzc20np5suH+leOTv68Nz4yunBa7MdCzMd14/0L84N3jx2cPnU1NLJ6TsXxq8e7b8y2319tv/KTO/JkdbuGkO+mlNSYpiYGLp69dz8qaMz02Mz0+NWiylHr60otxwcHbS3q9nDWC5dPGP3dl9ZOH/3zs2l24u3bl61//707o395v3u7Q8vXzx5/eqZPaLu9aun/1PwXnu6trJ+797a3fWHDx4+Wl3fWLEH71xcvIgmoLZs/TrA123vtq+ctn/luevbIMdtYV47YbE+WIAnHeQpgnprCIGVUnCXFj1ZKp62iqesgkkzZ7yYMVnMOGRjHyvnTJk5k8XscRNrqoR/tDrtZKP6cLV8tEQwWK7vtagHbJqJ2pxDjfmnOopOd5iONuWe6cy7NmxZHLReGyi9e7B+eaRueajm0UzX6tGe1aM9a0f7147235/ruzvTfWe6+850952j++8eG1g5fuDB/MGVkweXjg4vzuy/OtV3c6772kznlUN9PTVFZaasi+eOrdxfWnlw57+A9L/amdvh/e9qcyaDVmwqDA4KwOMwqdIUSYooPCwkwN83Ijy0sMBgKirQZWlSxEJIUiI4MQEBh4ITE2KiIyFJiVQKya66ys/LSRHwWTQqHJKUrckss5RolAoyHleQl5uvz8ahkApZGodBV2ekK+UyECDO09XFzcnR293F3Xmft5uTm+OeAE/nUD+Prz7+247vdjru2evv4RQT7MXCJVHh8UouVUrGckmYhPDAmEBvUERQUnQoAQqiopIjfN2BEf4wYIRcyOBS0OF+rrEh3uF+rqCoQAQY4Ou2DwEGsMhYb5e94LgIPoMEiglLYZKRCTFcEoaJQyRGBuvkKQhgNDAsoNyo10oFXALKvmBHJwEo6GQSGsIgokExYVhYYrCPG5OEkYu5Qd6uYf6egT6egKjwEH+f5EQQj8WkU2mJCSAum5MMAQcF+sfFRscDYgFxMXgcJlOtxOMwoIR4UEK8LksjSRFVlNvSUiUqZQaPy8ZhsPv7+u2Ctcvnz2VnKm3mosrSEjwKbjMXFeXnaJXp0ERgZEigVpk+Mz46dfDAcH+PTq1I4XNYVJIiTSKXiERclv2rCIuANtZUdrY01lWWWYqMuVmZhyYPdrc1NddVtTTUtjXVd3a0GfJzrRZzUb5+sLezpDAfmhifBIxFQEDJIEB0WBAoPjwJFEXEJgMiAtz3bov084gL9KbBk7j4ZDWPUK5LaTbKGo3pRjmbAk9IBkSkMdAsFFArpqn4pBQKnItNNCoENYWaDAEFDQpnYBIxSTFCOlbKpcSH+2VIuIoUbkKEv1ErV4mYciax3VaQncKqzsuko0E5cn5tsR4eFVCilR0d6mww6Svz1La8zFQmQSvhyDiUnHSxNk3EJWFyFDIEOLqsSF+sU5CTQTgwgIqBw5Pi4XCQXqsuLsgXcll8NqO1sQ4CiidgkEwqiUEhapTp2RpVQ00lCYcW8zkZaZLu9pam2sqZ8RGTIae7vcVcaNBlaX569+Ovv/z0/refpw4eyM/W1leVF+RmZ6SmdLY0SgRcEhYFSQAkxEY11VZt3L977NB0Y02lOj0tN0vNppEKcnWKtBSNQiZg0/ksmojLnB47cHR2cmJk0N5KMn9s7uBQf2WpeWioffJgf1t9ZXFOdltN9cz4aH1DVZ4xOzLUKy7KHxjtHxHgHBPsAgp3B4Y4I+O8g312e+37znPPN4nBnmk0hJoNK9XQ24rFAyWqzkKFhoPDJYRiQRGExFAOMiZfQijMYKeSQOnURB0HVpBGpkDCo3wckaBILCgMCwqDA4KhsYGpXDIBFo9NBmSm8TUiar6M3VuRZ5BQK3USEQZkUqYq+QwOKqGnoujcWN9IXWmFVmZSiDLFNDYeXJyZatMrCpUptYU6jZAupaK7q8zpLIKEieVRUFwykoqBcOhEm6Wo0KCXpaVUl1kMei0algSMiVDKJHKJ0GTIUaSl1FXasjMVVAKmua5quL/bfn0ot5ha6itt5sKetrbff/7l/a+/vXv7w62bV5eXr128cNp+f126vXj82KHyspJsnXrs4NAv7169/+3Hn358sXzryoWzx8+cOnzk0PjxI1Pnz5+4cOHk0aNTBw/uP3Fidn39jn1V/u7du3c/ff/994/ffL/+/MXK8+f3f/zh5YvnT9c2VpfuLaw/urq2vpiWKv7u62/8PJ293Ld67vjE3+nbQNdtXnu/Bvg7QEMcWIneKmKkSQDsyaePWThHq0TzdalHKkUzFaLJMlFvgagzn9VmIPWWUA9UcsbqUibq5RP1iv02hUmCZSf6o8JdIYHOMV57AX4uSEAYnwxJ5+O1qXRrbtpgY9Fsh+lwS87Zrvyz/dbTA2XzI5Xz43WnJ+qvzHbcOz7wcH7kwanhm7NdV6faFqc7b8z13T46cOfUwXunx+8vTN84OXTj6P5bhwcvTXYd3l/fWpadKSWZTLlzc+PLy9cWLp+7cH5+8drl/r6u2pqK6ipbf1+nvXzl5o0rt29dOz1/7MTxufsrSxvrK/Y+kvsrS3ZL3quXT/4H4f0f+f1PeD9/eu/p4ztPHi0/eXj38cadx+vLTx/effF49fzC2ei48G++/dTfx3nvls+dt37h6/Cd5/YvvfZ+CQjYA4twooM85dhgEz++N5c0aeFOWUTTpcLpUuG0hTdZwpow0SfNtGkLY6yYMFSAHTCSpsolRxqzB81yDTEh2XMbMNAl0nN3rO8+aKQPERwhJCZnpdALlML2grSp+ry5poK5hrwzHaaLXeaFbsvdkepbEw3L060rc533D3fdm+26M921PNV5Z7rr+YXJh6dHV08MrZwYWp0fWT09dvf48I3Z3uuznddmOq/O9ffUFNmKtBfOHl25v3R/9e7/FbyJBJxYJAgJDjQVFahVirRUSUR4KIVMtPudVMoMBByalirJz8uJiY4MCQ5MS5WwWYxUaYpSkZ4qTdFnZ0WEh+qyNKXmYmNuDpfJyNZkwiFJcqkEkQzx9fQQiVIUCpVCoYLDkWlpch5PgMMR3Nw83J33uTrudXNyCPbz8nZzCg/wwsISYaDo2IjQfTs2R4d4wYBBSVFe2MSQXBmHAQdmCNnJseHRAV7QuAgMGBDu40aEJbIJKBoRjUUkoWGJgKiQqFB/YEzY7m3fuDjscHbY7ebk4Lhn596d2xx2bfdwcdy3e0dooB86MY6BhUcHeIGjQhLCA5k4BBWVLGaQAAHeenmKUS2vNOXzKbjYEN9ctSwrPYWEhmbKU04dngJEBAGjQipKCqg4REyoP5dBhSeBAn08oeBEIZej12WLBMJSixWHRQcHBZTZrCIh324Eb6ivdXJ0EIsEuiwNmUSgUckwKEStUpiKCrAYVLpMfmhm9v1vv//0w/fzx4/laNU6tULAZpw7dbyxptKYo2PTyDq1QiLglluKK0tLDPqs/d0d5ZbiZFB8mljQ0dyg16gaqitqK2wDPZ0qeWoKn3Pi8OzM+GixMa+6zGo1Ga0moyFHx2XS7EFjVWXWMkuxSplRW1NVYjbRqOSoyPC42OjwsJDAAD8mHR0W5I6FA+QiukLMJEJjkyJ8GShQBgefwcJUZEu6S3UNBYqCDJ6EjsFD4xUCuoxDZmGTtVKuXi5UChn5SkkKHUdFg5kEODYZEB8ZCImPSIgNDw3wAkSFxIQH+rrti48MBkYEIgCRBao0MQUrwMOlDCwZGmfSplUbtVIqOo2GGWosP9hSfXSoM0vIUrDIh/Z3NpUY9WniOxfPXJ8/hoMDDVr5eG+rmIKXcWhauYSMQzCZRJlEVFtZNjLYX1tZNtDbRScTRDz29PhollqhkEnPnDxWW1lGwCD7uzvsKS5iHqsgVzc2vL+rrTlFwO3u6vjl53f2ybu1odZSZJRLRFZTwZGZSaupQKOQq+SpeTqNSp460NNZUmjo72o/OLSfTsLbFWfNdVX1VWUz4yP9XW3D/d3q9NRyi8kuKa8sNfe0N7fUVzfVVlaWmsvKS+rrKlsbapqrK6osxdbiwuED+wuK8gN8HCOC3ML8HP1ct0b57QWGOAODHAjgIDoqmgQJwcYHUEGhKgbMIEK3FQiHymSdJmmTUZItxIlJSTImRs7AyOlIvYAkpcFTyBAlGyUlJlAhwcBAp9hA13A/12h/Z1/HLd6O29x2fxvkuS/cz9XHdU9smB8mKVbOIRYq+KmEhEw6TE2Dlyj42QJyqzWvOEPYZNRONVUe7qhvKsxSC8gWvXxuoL3KoKkt1N06PddiNfCwkNpC3UBDGZcINeeqZHwqDBghl/CLjDn7ezs62ps7mutb6qshCXEN1eVzU2OKtJTS4oI7N6+p5NK2xtrmuiqTIUcpkzAphNHBvtmJ0RytorS4YOLAgfe/v3/3/Q+//vLTvbu3Ll2aP37s0IP7y2urd5eXrp85fXxi/EBrS/21qxe/f/X4h9dPnj66v3Bx/tzpozcXL965fXX9wdKrV49evNhYX7+ztHR1aemqXfq0sXH37esX37948ur5xqvna0+ePFhbX9l4+PjGzeWl9Yc3H9xee768uHSJSiX//a8fOO3Z5uH6nef2j/z2fhnstjXAeXNSqDMyfB8L5KEmRljECSNm3qFywdFK/sla8aEK/kyFYLpaOlkhO1iWMlwq6C/l9Jbx20v4lbmMIgWelhQd5bHXY8uXHju+c/pu8zcffvjpn//++V8//PrDT3Z+tdll1+6YoAAGOimdCTWI4HVZlCFz6lS15ki74VS/5eJo1fXJpnuHOjaO9T2Y67kz3XFrvGVppuP+8d4H8/vXzg49uTz24MrMjZNDt44PLh0dXpjumT/YfqDNWpIrqaqyXLo0//jx/du3rt24vnB/ZXl6aqy/r2v1wZ3ri5cvXzq7cu/2+tq9+ytLFy+cPnf25LmzJ68snLevze1/3rxx5c3rZ/+n8LYLzv8zv+3w/s/8fvHwxpunS98/v/fqyd0nG0uP1pbs8J4/fcTHx+XTf/zJfd9WT4ctXnu/DXLa4rnj8xD3rcAgB2SkIyfJW00MK5OABwvoE2bmVAl/2sKbtvCmLOwJM8Ne/TlZQu/NTx6xEEds7MZsipqSgArzCty9zfnLLxx3fvfNpx98/Pc/f/S3P//lz3/84KMPt27b4ezuhY4LExPhGg7OIMQ1aDnDJdJDVRnzzZpLfdbrB6qWJxruTDYtjTfcPti4NNa0NNZy/3DX/cNdK3Odd+e6104MPD47tn7qwO25nqtTbVem2q8c6uuuLrQVaS+eO3b/wfL/Lby5HBYahQgLDWYx6SVmk1KRHg+ItSeTZ2kzNZkqtUoBiIuxR7VAkhKDAv0HB/oLjPnJEHBGugyPw+CwaCaDFhcViYJBVelyrUrJZTLYdJpUJISCE6FQOBqNVas1JBKlqqqmuLgEBkO4uLj5e3t4ujm6Oe8N9PHYs/1bT6edCHAsg4iEJ0SH+brgYdFyER4a56UUEvRyFjzaz2HL52E+znRscnJcaHyYr5/LLlBkQLivS4CvByQR4O/j7uPpkgSKQ8GTfL1cHXZvc3F23Lpls8Pe3Y779n715ee7dm7ftvW7Pbt3hno7xQR54qHxmKRYGZ+WIWISYEBcMoCJgqRzqLZcDZeAqLEYBDSsiIGnYiDQhBhQTJiQRWEQ0ZD4KAQYUGLUe7vsTZeKvVyd0DCIyWjIVGTUVFULeHw0EkUhE729POxRLQI+d3RkGA5LtufYIOBQD3dXCpmYliqx59FGRoRRyRS72vz977/dvr6Ym5XJZVDxKHhjTeWF0ycZZIJGIVfKpDBwwtWL50qLC62mAj6Lbi/LsnP99uIVm7lIliLs62yjEXFVNguPSUvhc+xWsaa6aq0qw1ZiKsjVpfDZKrk0MyOtq7UxW6ednppoa21mMmgJQAAkKTHA3xeFhEeFeYUGuvKZaLmYnC4iCqlQlYiYp+BoBUSDjNVSoivXpxGAQfF++/hEmFknxyUD6NhkWHw4j4JGJUbjkgFiJiEpJphLQacKGDw6PhkYGRniFxUeFBUeFBLoE+jnGRMZEhkS4OfuGBPsQ0YkcQkolYiVJWUONtkMGXyjQqCXMK2a1Ctzo5ZMaYMha6ypqkKvNCmkOhFHhEcaMyS5qWJVGg8Hja+3GHNkKVIm2WLQx0eHVlVZBvu6x0eGJkaHlfLUgjw9j0WnELAjg/0sGvnMyWPjI0P2o3imQs6gEHEoeGlxQXtT3ehgX74+CwpOqK6qePxo49dffnr/y7vZiYP52VoSFlVhNc+Mjx6ZmWTTyLUVNiGHWV1m7Wxp7GhuKMrP0SjkVlOBQa/N02Uemjx4fv54Qa6ustS8v7u9MC/bZi60H3rLLSa7PsuYk9XV2phrNKSlSUV8VktteUdjZU15yejIQIYiLdDbIdjX0dd1u+vuL8K8dsYF7ksI3keDR1AgvgxYkJQA0DCh5lSSTU7oNPK6jSyblpZKimYkB2SJcCYlP52B4sLjGUnRUEAwFhRGAAVDQh3jvHdGee1ExIdEB3uEejsEuu/y2vfdrs0ff/Pxn/ds/Xzb1x9t/+aTrz7+i4/T9jifvWlEkIIEbC+QtRhk7YVKiyalLlcx21o1UV/aY84ZrDJ1VxZ0VBjMmrSyHGWhMqXaqK0yaLIlbCkVfbC9lo4GWQ0arYzPpaDbGqv7e9qPHZ5ub2vK02Xm6TKpBEx3W9PIQG9ulvrpxgOTIacwL7sgV1dWUpSlStcoZDPjIz3tzSMDvRmpQgGbbiks/KfPe+n24sWLp86fO2V3Pa2v3bP7ko8fO7S+du/5k9XHG/fu371x5dLpW9cvvXn56Jd3r97/+sOTJw8ePrz39Onq8+frDx7cvnr13JkzR0+cmH39aPXZ6t0Ht28s3bx67+7y1atXF65cP37q3PV7Gw+ebiytXpuYHsJgUJ98+NGOLZ+7u3wD8N0R7PR1kNO3wc6bIaGO0MAd9FjHXEZshSRxzMKbtXFnrPSjldyZMvZkOXe8UjhTJZ6uThktF7cX0C1KjJwJwCV6Rvl957b9i22f/nX3V/9w27XFcfvmHd98+c0n//jg3/7w102b/rLpD3/Z9IeP/viXzR9/5PTNJ7HuO9jgkKqU5N5cxnR5+snWnKuDtqWD1csH6x5MNi8dqL97sOnOWMPKTMvGiZ7VE50rx1vXz/XYJ+/bJ4aWjg5fmuw6M9451lVuM8paW2tv377y44/Pnz5Zv3f31vXFhcGB3p7u9mdPN+7eubl47dKL54/u3b117erFM6ePXzg/by9IXV66vrZ6987yDbtz7OmT9f8GvP/pGfuP/P4nvP+3/fnD9VtPH9958mTl4cN7a6t31zfuP3q89uTJo0NTw/7e+z79YNOezf+ICXAK9djut/fLIMdvYnx3xvvvggTuYCe659CjmlSocTN7vIg2XcKeMrMmzMzxYvqYiTZhZkxaWVOl7GELvT0Xl8+NJUTv8dvxwa7P/rT3m8/cdu3wdti8Z/Mn3332wacf/nXTpk2b/u0Pm/74l01//eDDP/xx62efuO/4OsF3dyo6vEKO7M0jj1vZ8y05l3tNNw+U3RguXxy0LQ6U3xiqvDlctThStTzVuDLbdu9Q2/2jPY9ODz06feDBif1Xp9ouT7RenOrqqDCUF+uuXp5fW7/3X8D7v37/Du8UsTAwwC9bp2XQqUwGzWjI8/XxysvV02kUsUggFPAYdKo91rSwwDA0uJ/DZmLQyNiYKDwOA4iLYTJo+Xk5sjQpBgGPDA3RazUcBh0QHZUQF9vR0pyeKqWSKTQKVZmhAIMScRisr7fP1u+2uLu67d211cfTxd/HPSLY19dzHyAiICE6ONTPJcrXNZ1PzhAQqKgoMiJCKSRgQWF4cBQSFGUHAygygIxMJMCASTHBkf5uLg47okL97dbk0ACv0AAvP0/n0ACvqLBgECAm2N/Hae8uh13bHXZt/+KTj1z27fFz2bVv6xcUFJhHQUNiQyCxIUw8jIpOYsATc+XiKG8XEiQ+IdQ3lUvhUdA8ClrAJHOoeCwsERQTZsrLkvKZNDwSj0iKjQiFJ4E4dEpetk6v1chS06Ijo2gUKgwKiYoMPzQ7HeDvmwgCWi1mSFKiVqOm0ygiIT8ZAo6Lja6vq4FBITwum8NmBgUEVlVUvv3hx/e//3bz2tUUPkfMYw/0dNov2VU2C59FH+rrztNpaitseTpNjlZtMxeVFheODvafPXlMliLMzlQKOczsTKWAzZgZH22orijKzxFxWXqNqrbClqXNBERHNNRUzk2NFefr0oTssqLc+rJiVXpapkLu7+3h7+0RFRYcGRoUGxkGhyTCQJFQUDifjqLjQEwsMIWeXGlMayvXKRjNB5c/AAAgAElEQVTwhgJFeY5cwSUouISsFLpWTNNJGDwKSivjM3DJDFwyJimGjARxSIh0IR2bDMDDgGQUGBgVhEyKY1Hx8KR4LAoaHODt6rQrItjXde9WcEwoKDIgIdTXnK3USRh8fFJ+Oq9IKTIpRGU6uV7MUNAxOSJ6npjdWpJfa9DmSHiVudoSbYaMQTTo0k/MjKSySMVapZxLZxEx+dnqwkJ9f3fH+MiQXCrmseipYgEOBa8uL+1ub4kICezpaDUZ8/hsRrnVbC0utJWYEMngKlvJySOzKXx2Q01llloBSojfWF+1T94TI0Pq9LTmuuq+zraC3OwTh2eNObrqMqtBn1VXWVZls6jT08YPDDbWVI4fGHz+aO2fGSP2co7OlobD0+NdrY015daMVHFdpa3cYspSpWPgkMnRocKi4mJToTFX3VJT0l5b0t1YzqXhIkMC/Nx2+LntCPTYEea1MynSAxnnDYt0pcPCyIlujGRfFR1kkhKrlMxyObE7n9ump5Rmc9LoQC4yRMuF5YoIWg5GToFjovyJcAAszi8p3AUX70OFBCaFOiPj/RMjvEI9dyDiA2BxAaAob0+HzZs/+9M3n/xp+9cfOmz/0m3nl9FeO4kxHgUiTLGUYJVTq7UCs5LbYlR2mbT1utRCEaVUweupzO+rLag2am16RWeFqdmSn5vGG2ws76os1ks55QWa/MxUFgFWpFd2ttTdXbp+/MiMLC1FKZPIUgQ0IvbcqWNapVzIYZw9eVQll1ZYi7MzFSWF+ZkZaeaCvONz0zZzocmQU1thyUgV52g0P/3w4/tffv3p3Y+3b127efPyk8drS7cXb9+69u7ta3tj9+VLZzfWVzZWl9cfLD17/ODJw5XvXz1+//7dbz+/+fHN0+vXL54/f2Jp6ardEvbgwe1r185fujS/unxtdfn65XPzx2ZnFy6cP31q/srlhevXrz19/Ozls9UrC4erKgyxESHffvqxm8OW8KDd8DDHeL+dCYEO0V7boSEOyX5bKJG78+jRPTr84XLxIRt7rpR2vJo7V8WZrGAfKGVN2JgTZdz9JrYtHSknRxDiXWN8vvXZ+0Gk9zcxAVvhAHcs2B8B8MEmBaETgyJ8d7lu/3jXV3///G+bPti06YNNmz7ftMnjq8+gPm65eN96KfiAgXmsQna1M//W/uLrvabr/cU3e2xLA5W3BspuDJffHKteGCm/PGq7dbjh2omBy3M914/035wbuDTZNX+wfailpEgnnJ09uL5+5+3bF0+frF9ZOH94brqvt3N2ZuLxo9XFa5fmTx29v7K0vHTdDvLLl87euL5gb1ldvHZp8dqlO8s3zp09ee/urf82vP/3Efz5+vPn6/+Z349eP1t7/ujBo43Vxw8fPn3y8OmTtY31uyv3miuLfZy2f/fxH1x3fJYY7h7ruyfCfUu019YY721A3y2JPt+yE1yKeICeHOKslTNZRJkupk0X06ZK6JMlzAkzY8xMP1BMHSoiN2RStZQYVPD2kN1/89/19xDXL2MDdwHDnBgJnpR4D0KcZ1KwU7Dzd87bPvv6H3/6y6ZNf9206W+bNn39501+Oz4ixzjoqSGNiqSRItLRqvRzLbor3YbLnYaL7XmXOwqudpuudpvO95ZcHiy7Mly5MFK1ONawPNdx72jvncPdizMdlydaz461tZTmlBfrbi6ef/R49b+4ef//gnd9XQ0ahdBlaaQScXBQQHtbC5GAy0iXNTc1sFkMOo0iSRFlpMtaW5rKy0ob6mvxOEwCEFBfVwNKiCcR8XW11VnaTEmKCItEyCQpEFACCYdNSgBKhAIaiUjCYdlkQkaKMJXPUaWmFGRrY0ICXffs3LPlW1enPVHhAbFRwbCk2IS4UHRyHCgmKCrYE5cYzUCBhJTkhFAXrZTaWpGvlwtx4FgBDYNKjCLCgYiECJWEzSLAfJy2R/i5RAd5Om7/igBPEDEJyYAwZGJ0YnQQn4bNVsngiXFx4YHo5IRQPw9ft31B3q7BPm6h3o7Bng5BHnvlAhoqMQoPBaQL6RkiBsDPDR0Xpkvh6FJ5mhR2GptERYCMWpk2Q0pAQlIFLDYFB4mPCg/wSuHS04RsDp3CY9JytOq+rs68bB2TzsCiMZ7uHlQKSZ+dZe9bi4mODPD3DfD3HR8bbaivFQp4Bcb8qMhwJoPm6+MVGhLU1FjPpDMG9w+8/+3397//9urZU5u5KEernhkf5dApJkPu4uULbBr5wumTx+dmlDJpdZm1srRkqK97dLD/yoWzTbVVSpnUXJDf39VuH9YvnZ2vKS/Nz9bmZ2stRUZZilCtUpSYTRWlJRmp4sIcTb2tsLuxoslWONrXrsuQQOLCkwERkQGewIhALgXLpWAzJHxlKj+NTyPCARREjEKAt2QLc1LJMkL8WIv15GhnozU/J12klbC0QrKcjjCoRY22PCkLgwQGU5EALDgcGOpeqJXoZFyliJbOJ/OpaEt+ZlVJPpuETOFSqUQEFhYPigmKC/NmYZNxiZFIQIiKR6kzaWR0pJKD664wFin4VFBYY0Fmmzm7tkDTXJKTySfXFWXP9LWU5Wuy0/gNJUY2BcXAw+RcameVrcFalCHmFeXr+vvbNx7c625vqbRZCBgkCgaptFmqyqwVpSWIZDAWCUPBINbiwquXzh8Y6KsoLamrKmdSCCq5NCLYv8xSPHZgMFOtfPP6pR3eN69eThMLDk2O1VWWZakyrlw429nSWFthOzQ5NjEyZDMXVdksDdUVc1PjF06fPDIzUWUrKSnMrym3Wk1GrVJ+7dK5hfOn6yptxpys5rqqYmOu1WS0B7akS0VZGl1dpa2jznL0YHtvnWF/g1lEQQKCvPzcdng6fhcb4oqHhLOw8WxMLDExgJTox0L5MqDeckp8kYRQoWI16XhHmvJOtOZZc9N0KYQUQoySlqDnwkxpJJOcwYRF4iGRkChPWISTABVmlGAz2ZAMVjIbFcXDxhap2NmpFDEFTEVEgyPc7X0ncUEuiSEuuFgPZPBui4yspYOzucgyjaDBIC8Qk/hJYfUa8fH2io4iVVmW0JzJrSnIai01lueqqgyafLlAwSEVKlNqCrLaqkz5manKFFZDuWl24sCThw/mZsbTUsUwMJBDJ5sMOZWlZkVaCgoKzsxIE3IYh6fHTx8/3FxX1dnSkKfLzM/WiLhMJoVw9uThA/t7+js73//+/td3P/3y87uVe7eXl6+9e/t69cGdjfWV9+9/tnvGnj3dePTwwerKrY3V5Z/fvnz/+9v3v/34y7tXD9fu3L5x2T5qLy9fe/fu5du3L548efDo0cqTJw82NpY3Vu/OHz/S0lA/3N9zdPrgk9Vb73968v7hvdWFQ6fGas1Z3EDn7Zs/+kuQ505gtCMizAEf50mHhiYG7YWF7MGG7eIBnfLpkcP5lOkS9kwx5bCVerKac7iaPVXDGbYxJ8ppoxZGWw6+iJ+QigxkJrrRQC7URFcOzFlBD7FpsI0FzKZCVl95Wo9NalVh1ZxYDtI3KXRXiPNX3ts/Cdz6WbzTNnygaybc0cYN369FHy7hX2pULXbmXGzLmm9ULrTkXmrJPdOoP1KrnazKPFiVOdtqPDtceW6m49Kh7sXDfbePDN0+fuDK4cGxrvJSQ9q5c8ft1vaHG/dPnjh8cHRo5MDA+XPzp04eGR8bHh0ZOHni8JWF8/aVxv2Vpdu3rl26eMZ+Al+6vfjq5ZOrVy48evjg/xTe/4rfdnj/Z34vP9pY3lhffbz+8vWz779/+uLhnZWbF25ePKYWUfd9++Guz/4Q6bkDHOIEi3TFg3ygkU5A/x3w0D3I4O3iZM8yCbg/hzBeQBrJRU+biLNm6iEL/ZCNPWllDRaSOrJRjSqIHBUpTApkxLmRovdR4x1FaN8sAcCSiRk2cYfNwuGSlLYcpjkFriJGkmMcox3+4b/7C59tHwRu/xvQ7RNK+FYF3K1CGD2Yh5+x8k/Wpp9rzjzdoD5Zq5ivU8/XqU9UKwYtGfst6YOlion6vFN9ZZfHm69Nt1+bbr91uOfaTOf5iY6W0hxbkfbGtXP/A/BWKTOSwKCQ4MDYmKiTJ45JJWI6jZKXq6eQiVQKKSNd5uripMlUMejUFLFQkSGPB8Tam6opZCIBj83SZuqzswR8bntzU01FORScWG61SEVCKpGwe/u2xHgANC6i1lJoM+rjgn2RCTGZUgEdA4sL9g3wdUsCxcTHhiXEhQb4OIf6ufi47ooN9w512RPl6ahPZTEx8ZiEUDENyydhony8owLcoIBQMhIEDPeFxYcx8dCkmKBQb0dwpG+4t4OUhcuW88R0tIiGSoryY2ASoYAwYLifn8suJCgKD40P93XxcdoBDPcL83FCJESgEqOwkNhIf9eECL9wX+d0IT2NikPHhSUEekoZ+OKs9NgAd8/dm4Ncd0Pio/zcHTMk/GRgtMP2bwlISE5meq4mA4eExUWGoaBJSrnMVmK2llgy5OnhoWEx0ZHgxARvLw8GnVpZUYZBI3lcNhqFSIaAtRq1JEWUKk3BoJH2iFk4LBmDQrc0Nf/w5vvffnr3aG21rMREJ+FZVFJRfs7dW9fzs7W9Ha3dbc2Fefqm2ip7TfXY8IDJkNvV2lRuKU4V8VNF/OxMpUYhLy0u7GhuGOjpbKypvHVtwe43a2pqKjDmYxBQHBJKgCe21VjnpwYt+gxiMqBEr6w25cg4ZCoCRIYBpUyClEmg47GIhHhITASPiKQjE/CgEBUP01GenUkDV+rElQZVBp+GhcTRkQlZIopOgOdigfpUelYKhZIcgQUGEsGhQiK4t7aou8poy5Gp+AQZG6eXceQ8EiE5hgiNFTDQeoUQkRDGISSRIVFCPDiDhUmlQDNYGEpSBBUSSU+Oai/N1XIJmChfi0LYYM2uKtRgQWHB7rsoiHgOCUFGgjrrbQQkKD7cr8lWNNhcV1WUlyHmpYo4crmoub5menx0dGi/udBAI+EFHCaPRQfGRnW2NvV3d8gkooI8faZCrlGm28/eliJDbpa6rbG2zFJszM1WqxRXr1x+//63d29eHjs0XV1mVclTdWrFrWsLxw5Njwz0HZ2dGhseaG+qH+jplKUISwoNM+OjvR2tg72dWqU8S5WuTk+1mQu1Snl1mWV2YnSor2vq4PDavaXmuqqhvq7WhprcLDUKCubS6VUlxhMTXRcPtRvTsAp6YnEGTy9mxIV5+jh/B470ZOOAPHw8HxfHhIdiAZ50hDcF4p1OBxVIiCYpuViMb80R1ihIfCpGQkcJ0DGZ9ASDMDmLBdJwkiVkAJ8EpiaHCFBhem5Sq1HQZ5W1F0vzJChjKr4ym1eUQeEiQxVsqEaAUvFQdFgYBxXBhAZykgOE0EAVGSgjxAsxAK2QnC8k1GhEKnyihpjUlCVpNyqsKi4zORQZE8THJetSWFUGjSFdSIMC8uWCjvKipjJjUXaGVsbPELPqKq1T4wcmDg61NNcXG3OFHIaYx+IxqRQ82n4Cb2uszdNlqtNTJ0YGG6rLx4b3W01GY05WZal5sLfdZMjJy8p6/+tvdrX58tL1tbXlJ4/X7NksP/7w8vWrp7/9+vbtj6/WVu8+3ri3cuf600f37WHmTx6uLN+6snjlnH3Ovnfvhj1M7c2bJ7///uP79+9evH36+MXDs+dOlVvN9RWW6eGO5ysXnt45fqG9eKiQ12OkV6kJ2CgP183/8Hf6Bhy9jw8P5sJD2LDQWI/NyQHb2UBXLSGkQYE8kEMYzSUczEcfsVGOltOmy6iT1cwhG23AjOvKR9cpYWZBYg41OpscaWDHWKWgZh2mVYcdMDEnKsQzlZLjjYr5FvVspWTQymrKwRVLwWpauBjpw0t0EgL3pMTv1hFdywRhg9mo41bepXr5YmfW+TbVoRrJsYrUGat4uIDXpCYbuclaBqRISq3USQYajXP7qy5MtC0dHd64dOj2/PiBNmthlqCzs/HKlbPPn68/ebx29syJo0dmZ2cmjh09NLC/e2py9NbNqzeuL9hlgHfv3Fxfu2fvQr108czFC6cfP1p9/erp7VvXfvzh5X8D3v+f/P4nvP8jv589W3v+6vGLV+uvn99/vHzuwlTrYLmq28gbNgvVPEKYy1aHL/8E9NsDDXemQ4P52EhUjEuMx9eEODdmgquGGNKsRg/mEUbz8ZMG7KyJMG0iTptJk2bKSBGpOwddrwDbpLFaaqyGHKWjRRs5gJKUhAoZpCkL3VNAPlDEGSsRzFakTpdJhgvZfbnUtkxsZUqiHOMjStrHjt3Ojtkqjt+RhXKrFgEG9Lg5C3e+WnquXn6yUnrYKpo188cMjP0aokGE1jDAahqoQIJvMkgP1BtPDNZenulaPta/dGz/4pGBtrI8c77y0vnj6xsrD9bu/dd4/s/v/wVvFpOOQsLFIkFPd2dhgcE+VTfU1wr4XF2WBo/DSFJE4MQE+7GWy2FlqpU5el08IDY2JsrXxysiPDQZAu7t6epqa83XZ6PhMFgSuKLUGhYU6OPhTiMRU5kEtYjps3dLqPteMjQeEOgR7etCSgZs/vqTBEAEMC40IsTbx2MPMCog1N85Ntw72sOFmhSfQkZi4oMTQjxJUKDb9m3Brq6AUG9YfBiHhCDA4qMC3MRMfHaGCAuJhUV5q/iENAYSEeMb5+cACnZJDHFNYyCjfBxR8aGh7rsTw7wpMAATnUhIigYEunnt2wqLDwNF+seFeGEhsajEKA4JwcRDM5ikTB49g02GRQYCAj2AwV4cPCwu0CPE1z0ZGJ0EiMTBwWQMjEsjaDOk6OQENAwSERxAwWOC/f3iY6KJeAIUkkwmkuxWsdCQoCQwSCwScNhMBp1aVGjUZKpoVDKRgCu1lqSlSoQCnkjI12VphHzByPCB97+/f//rL2dOntAo5PZ+sHu3bxTkZudmZV44fXL+2GGtMn10sN+ex4KGQQhoREFudrExb2Sgb7C3i4hB0og4HBKGR8GrbJbFyxfu3rpeX1XOopIqKir6ervDgvwpeLRWLu6otij4FHi0HxMZL6EicAmhCi6Bj08Kd9+pT2XR4XFJ0QAGDk+AQmhICCo+nI9P0ktpNr1EBA/LFREoydGh3k5QQJiQjMhLZVTqxClkkJwJ7azQ1xVlyBjJhnR6a6nWrOEJsPFMWCQHGVOo5Kn5eCo0SkKFoYEhEiZaJ2MKyJD8dHa0104xAcSGRarZKBEhScHGlmWn5aUy6w2qeoNqvKmsQMpKYSCw4FClhKaVs7HQGDYZxiDBRBxChoSdrUipKzGU52fnpEtoWASLiufz6QQMUpWeppBJ01KESnmqRpmORyNoJHyKgNvSUKtRprc3Nwz195RZitUZsnKreWZ8JE+XWVNubW2sq6sqNxryfv3lJ/vkXV9VrteotMr0w9MTF06fLMzT97S3rCzdtBe2NlRXGHN0eo1KzGNnqTKKjbmDvZ1jw/u725qoBAwKClbJpTwm9fK5+cdrK7cXF1rqq3XqjGOHpjQKWYC3u16RYVSn9dbkyyjRhOjdApg/MzGADY4gImKDPHcmRnhQEdEEcBAdFsZChGHiPOgoPzrCX81DFMrpBhFRQ4Xkc+BCiH9MUICMTcqTUCo1zIZsRg4/0ZCKqDYKc+VUFRdapWO35HEsUngGNkhFiVJTYzQMoAgVJCNG42Kd0qnAVHKcABNBh/inYCKSfDazQB5Kckw6MU5JhxZk8IqzZI250r4SzYBZM2zWVis4SiIogwwS42JxwHBohB8NCuCgwZkCmpyJN2vSxjrqGm2G7AwRCZHAo2IQEKCpINdUkJsulyplkixVukGvJaDhHDq5obq8KF9fWWqeGBmsLrPUlFuryyy1FaU15Va9RtlSXz062DPU19XX0fH+9/fvf/n155/e3rp59ebNy0u3F9+9ff3br29fvXzy+2/vfvn5h+/fPH/18sna/dtnTh2eP3Fo4eL88q0rj9bvPn+y+ublo7Nnjx09OnXmzNGbNy+vr9/5+efX79+/+/HH5wt3rt55eO/B2v3JgwcmBrtPTnZfPNRapidnA53TIr7Owzm3arAmETbBe4/nzg+TYx3TyQA2NIgC8gN6f0eKc5Ohgw3M2A4dcaqIMW4gzhQS5iuZczbiqBlzsJzaayF0GeAtOmhjJrI1k9CaSWpVY7v1uKEico8WV8GPK6GFlbOiSunhJaRgKyW0jBpSQA8o4UeWpQHL00FmcUQByyuHuFuD+LqA61cnixkz4s9Wiq42pd/q0y/0aKdrhBMmRn8OoVGJ0lNi8CEOcS6bQb77YGG+IhLAouWONhZem+59tnh8+cxkZ1VehhCbk6MeHx+8efPyjesLR4/MXDh/+vKlc6fnj88dmpw7NHln+caVhfNrq3ftkSz2Ffqtm1cvXzp7/typtdW79iD0/4Zg7V8dv/8lvB/eevXw+pPbx0/1WwrZ0Uy/D9IjP21getflK7kogNvmv8V4bUXFuPGxkXRYAChoe5Tbl2yIbxo2pIAb36Un7c/BDWUjpoy4ORNxuhA3ZsAM5aH7clCtWliNIrEsDViViSxXQKuV8GYtuk2LqU9LtLLCi8gBFnGiVZRYKU2qEIPMzHAzPaSMF1HBi2xIj7HyAnMIzmrobh3CqZQV2qNCjubRjpULzjXILjRmHC8XTRWxhvXENhm0gh3NAvsnB+2KcvkK4LWFAPBRsOEtJdpjQ013TwzcPz1y5/RYZ6WxIFt2+uTs/QfLq+sr/1fwJhHxyRAwCgk3FRXY6zvDw0IAcTF1tdX26TA2Jmrnjm3gxITIiLBMtdJSUmwuLlIq0j3cXXFYdG1Nlbm4iEohaTRZeflGAoVMYdBpDGpcbPTYQL+AQgH5ecLCfAG+DhIahENIjPBz2fXNV0IaKzrIOzbE18d1DwIci0OBw4O9ADHBkWG+aGAEFZ4gJKOifBzRwLDcdJ6IAlfwSSoxVUxHynmEDAFJziNwCElKEYWKBGAhcZikWCQoKtB9LxGekBQTHObjzCLAAeEhiTGRBHgSMCI4Nsgn2MMpjU0Ghfk5bP4HONJXSEUSkwEMdBIgyIuFhWok3JwMHpcIwUOikaBwr31bIYAQEjLRdfdmL1dH57279u3aHh4YmBgXF+jtq8lQFuUZJEIBj8VEw2EoGJRCwGMQcCqRwKJRy2xWlTJDLBJgMaj8vBxTUQGPyyYScPZAWTaLgcdh/P18yCQCk0GjUkgWc8nM1LQ9Ye3mtauyFKFEwM3TaabHRprrqtsa65DJYHNB/mBvV2NNZWVpCQycEBkSyKaRpULeyEDf6eNHxoYHNAp5WJB/S0Pt6ND+0aH9cqn47KnjxQX52RqVNTtbKRYW5qgXLhyTCSliMowCDDaJGRVGdYaABAr3xkJijVo5ND4aBY4nIWCpbLw6hcHCJfEIECkDrU9l5KQx8+RsVLinOYMz1VZapRf1VWSVZ3FKNfT91Zk9Nmmtkd9glteaNdlyDgcHsWhlXGQClwy3l7eyiYjMVF5ybLgmVSiiE0U4OCE+Mp2JL1JJUPHBkb4OOSpehpgkoyMLMnipVLhBzhlssDSYtEVKgZyB4mKSkiL8NRKuiEmKCvZFwsDubk7R0ZF0GgkBh0hE3LmZ8YZqW1lxXrYqVcyhFBvzRFyWXURmzNGdODxbZbPUlJdmZyrt0M1SZeRo1a0NtX2dbQZ9VgqfTUDDrSZjllpRUVoyOTH272vz334eGexPSxEqZdLGmsru5sbxwf16lULEZc0fOzwxMjQxMlRuKYYmApNB8TQiLjMj7eSR2aXrVwZ7O+18mh47MDsx2tVdW1lWNDc1lpepKc411JaXK+Wp86eODjbZiPG+fLC3Gh2kp0TVZwtoyVFxId65QiQnOQAT5YyP82TAwnhYABUWjgUG0hNdiuW44jRitVagoYElqMCOQtZgOb8rn9+Zx6vXUppyGL1WSZuJX5tLbzcLi2VkHQeWho+VU0CIcBcGJETBQkLDXBGR3nRwOCHWm5sclOy3GRu+Fez5QSY1SEZKAvrsooGD8tIoMjpYLUAWa5jWbG5jnqIxT1GmFOcKqTJSEgsaQkvypSR6Rng5hHq5OOzavmPn7sDQsPDwUAwC1NNSeXx6tEivzlXL+AxSTmZ6Q3V5sTG3pDDfoNc21VYen5turqsqt5jGhvePDe+3q/wqrMXzx+Zqyq0V1mKVXFpfVVZfVVZVbu7taj0wsP/3X3/79edf3r//7eGjB9cWL5w7ffzpo9VXzx+9//Xtg3u3nz5a/f7V0+9fPf3+zfP5U0dLzAWG/OyRA/uvXrnw07s3v/369s7txcOzE7euL7x+8fiXd29ePnv44unGg3u3L12eu3L7wtLD9dvrD588fniyv6GcHpMf821awrcVgsh2NapcCK5Nx5VJUTygEyn0O1yUExnohYjYBwneiQrbKYC4WsXANg181IAaNaDGCjCTJcRZG3XaRjlYjBs0IEYLqVOl7AkrdaAA25WPbs/FVWfAjJxYGcwlFeqiwgVKEQGMRB9mcigXEy+lwPDgmAiPXSEOn9OBboU8gIkTUkDzrBAEtuvBQ8WE6UrR2Q79tQHzzQOlC31FU+XSfh3aRPFTJzvz4xxjXb7e8eWnn3y+5c+f7v7qi+1O+1xpZExddeH1S7PP1haOjnXbDOreruabixc3VpfvLS+eOj575dLp9QdLjzfurdy7fX9l6cnjNbsq7fixQwuXzz1+tLq8fO3GjUtXr567vnj5+uLlmzeubqzff/H88fvff33//rdffn73+tWzN6+f2+H95vUzO8L/1fvPFH/2bO3Fi41Xrx69fPnw2bM1u9T86dPVlacvf315/1S9ppLonRr4iSbRoUEKqkuJq0sBdGbCbPxwUvAnCJ+PWEBnQpRzst8egO82eNguGcq/QpLQpYYNZSNGcpFD2YihPOREMXG0ANuRCW5TgYaM+DEz9UAhsS0L1J0Db9JCi3gxcoyfEOYvRoaloKM5iGAWLFBKjMriJKUTIvGhO0oy4sUAACAASURBVOIdP4xz+Lsc6WUWxBUzQgxY1wZx5GA24kA+cdbGO9GuuNSnu9qbs9CePZJDrxMn6VG+6YkuaO9dYdu/2P7hn//xpz///a8fbP7mu5iIcCGHMdpZ9+DysY2FI4PVhjar/vKp6Y31ldWHG/8K0v/q2cNi7dk1m2ylFi6HlSpNoZCJIcGB9XU1dbXV9vQ0u6QclBBPwGM9PdxEQr5QwOvr7SYScEWFRruXrMCYr9Wo42Kj4+MTkpIhRCqFLeBkZWsVGWkcCikhLMzh0w9ZiAQ5Cx3ru4eKjI0NcHfc+h2bSMJBE2JDfB23f+Ow/evYML/IUB93553hId4MFFhIRgnJqBg/ZzQwLC7AmY1NVAkpwFB3YKg7h5BkzBTjkiLQoND4EDc4IDDIwyHMx9nTYau/6+4Atz0Bbns+/9smp+1fffvpP7777KPtX32aEB4YH+rv57gDGR8RG+Dh77wNFO5NRQIxoCg5lyIgo9ViNgsLJSRHURDxYV574cDwhAi/MF+XpNgQz33bnPbscNy9fdfWzf5e7lAQKMjHB49Ek7F4JpUCBsYjkiHpqdJcXZZSLqMQ8DgUMlunLTDmR4SHhgQHkoh4IgHH5bBcnB1BCfFqlSIqMhycmJClzcxUKxl0KjgxgUqmdHV0/v7rb+9//eX977/lZ2urbJa6yjIWlWS/eXe2NFIJ2MrSkiqbJU0ssGeG8Ji0/GxtX2fbySOH7Ct0Eg59YKCvpMh4bG4mLipcLhXj0Yhyq7m+xDzc2V5fYVamchGJ4aBgt5YijZoEp8LjzLq0+BCP+GCvssJsCYti/9CJC3Kjo0GYxAhScjQLAzIqeLVFmVkpVFZydBaPkIJPqDdmVOemiLAxKYSY1pL08eZsATZYLUAKKRA6GogGhkFCPRERvqGee6hIYKSPs8eubyO8nd13fuvnuCvM01nOJBJAkSRwtFpAhkf7UaFRIhKkUCXQCEjNJdkWraS/trhYLUpnoqUUGBsJyJdxKZBYAQnJJcCjg7yBUUHhQT5e7k40Mo6IQ5LwqCyVzKDPlIvZUj49SyEZPzBYZbOMDvaLuKw8nebU0bncrEwCGiHisiqs5hytmoxDY+DJGoXcZMjFIqClxQUdzfXFxtxUsUApT1UpM1bu3bFP3nduXa+rKm+qrbKZi6Q8zqm52aWrC5YiY7pU3NvRWpinz9Np1OlpOCQMBk6wmQtXlm4snD994fQJdXpqCp89dXD4+Nx0a3MZICbYoNdS0JiuxhZLYeGxw9MzkwdyZSxyvB8txiUDGZhLi6vN4omIYO+9W0ToWIOEnEoCoWI8ksOdoVHuyHhfWKyXCBWUyQSXqTklMoaampRJBZpSYVWZmFajyJyGzSBGlMjQfaXSxjx6Lj9egvYSocK40EBU2F6Q71bXrzb57/wwyvVrh083bfvsz1s++eM3f9+07+u/xPnuICT4oKIc0dFOhBgXLjSQDfHnwkOUDHCphmtWMlut6rmO6jKVSMfGZbIwAmQsNsYdHe1MSvBMCnAKctqy57svvvrs4y1bv/H0cIaAohSp7IrifHOelkVEGbPV9RUWe8x7W2OtTp1RXWZZOH86XSrSa5R1lbbqMkueLhMBAYl5rAprsaXIwGVQSosLKqzFSplEn6XQZ6kaa2vsCWtv3/7w8NGDFy8frq4sLV65cHfp+vevnv745vn6gzuPN+4/Wl+5eePKwuVzR4/MqJQyq6Xo0cMH79///PbHVw/X7p2dP3br+sLvv/z49vsXly+cvnLp7OmTR65fmz974cS9R+uvf/xh4871nqKMvGQXE/BbKztoooR1uFpeL0NbhcnduZwGNUFHCeUk+RJjneGhe1CRezHhO/hgZ5sE2JWNHjWgDhrR44XY8WL8hJlwoBDdk53Upo7vy8b052K7dMk1sphCbqAa78GL34kN+CLBd7vf7o9dNv9984ebPvi3TX//06Y/bdr0b5s2ffnHTTEee4hxPqignbjAryWg3bkEtyKK+1AB6nA191yH5taodWW2bu1Y862JitHyFBM9MA24jRv+FTtyS5LHl55b//HtJx/86Q9//OOmP33wl7+6O+1lEOFdTbaF01OT+5vMetn0xPCj9btvXj569vjBzcWLSzcXNlaXf3j95O6dm2urd9+8fnZn+cbE+IGDo4Nnz5y4d/fW4uKFxcULN25cunrlwpnTx08cP7x47fL3b178z8L75cuHdnj/P4ax79+8uHupV0vKTdiuB+5okoCnSvgH8knNssTBPMJoEc0mjpUmOzFi96KCdsL8d0JC9yBCtksRXlVSUFdm8v4s2P+i7S2D487v/E9XNtndbLK7k2Q2w2B77DHKsmXJFlMLW83MzMzMpO6WWupWi5mZZUuyLXvMjJItWSwzw3hmMpTxPei71L/uLlv7v92r+jz61e/5qz6f7xtG7PAhK7zPChl2Iftt0BZtbqMqq80AatUX1CmyfMx9DmKMEryVnPgRaPs7qZ//Lvb9f4z6469/+5t1v163LqJQe+cf133x3r+lxWzDATMgO/+FkfahJOsTM2RjoyT9gBt7LMS92qafPVi8dji8erB0ut3RrkRY4dGshPeo+99FJ2yK/+ydT3//qz/9869/+5tf/+pXv/7Tu+/vjI5V8ZkTvS2Ll461hux1RabZyycf3ltavfN3N+z/EryDpYGI+fiTjz/MAmSkpiSVh0PFRT6pRETAYzVqZXGRj0Ylb/piQ0L8PmB+bqDYn5QYr9WoIq0bhR6XWCRISoy3mi0oFAoCg+aC8lLSkn1uB7oACM3KJOZlogEJ6bu/QObsE1HgqNzUz//j30EZaR6jOjMhJi8tPtLbDQdnZaTEpifvzU+K4eCg0Ix4AiiDgcpnovOI4HRI+l4OAYTMTeASwSwckAjNgGTGRm14d9un7+Sn7YvIzoHp+/PT9hFguRn7d0V98dGuzeuT9+7au31z6t6oqI2fpO7ZlrTry8SdX9DR+TmJu/KSdyOyk80yrpiG0wmZREiO1yQDpsYk7toISIjOjN8VH/3l9g0fJO/dGbd7e/L+PXG7d0Zt3RS3Oyp6+xZQTg68oAABAYPyckk4bChQHOliIWDQBAzaW+jWqJUiIZ/LYUklIjQKsWP7VovZGAF5zJ5oEhGPxaBEQr5KKWcyaAwa/eDYgcjZ/OXTJyU+T2tDLQYOyUpLFnKYhQ7r+VPHm2qrykuLDWpFX2dbf1e7UiJMjIuJ0L27rRkBBva0t1CJuOry0OXzZwQcppDLiiiuhVwWPCfLrlWPdLfQsBAhFSkkQniILB4kw6sTWqUMRFZCeswWj15WU+wiwHJpGDABksnCgcR0NB2ZQ0NkOxRMk4isYCDNQqpDxrJJaDIq1MDH67hoswgXsomK1RgzH8KApyTs/ASSuU9IRhj5ZAY0g47OVXBwIhqKBMtKi9mGyU/Hg7KIkBxodgIyN4kAyWQgslmInCKdgJqfzIFlmgSksF1Z6zWUO1QWEaWz3IPN3k/MT6KCUpmwzLx920FJe3CgdDAggYoBYyHZoNwMQGo8GYcQcmgSPpNKQNn08iKX6cj4WAS3XAY1XFJ0ZHzMbTN3NDdo5JK2xjpIfo5MyGuornCYDVqFFIeEKSWCULG3OlxaXR6ymw0+r+eXv/709u1fv//m9eP7d5rra0YHelMT9gmZ9OHuzr62lrnpa12tTd1tzW2NdeWlxYM9nVIBNz8rw2bU9na01JQHI5GoNqP25NFDB4b6iv0Wl11XUx6yG41ENJpDITVWhTqbqlhwAAeaIoUniAt2K+HxFQa2ggqL2fQhNGFXrUtbrBeyUVl44H5Q+nZE7h40MJaQFc0BJVUYRR4BSU8BWxjggAJbbaY6RGi7EKWn5zr4BX4Z1MkG6IlxItCX8ITPGcDdtILdVGA0On0zJX8XOS8Kn7UtYc+mnZvej978YczWT/JT9qREb4ID4vEF6byCHSpCghAWwwHtkaJTK838sJ7XF7J1l9hbvfoyHZ+PSMcDdlGBceiMbaD49RxgLCppCzB++/7tGzZ+/O76T97dv3crHJjOJqGNCqGQQQwXe7pb6k4ePdTf1VZTHhTzWH2drYcODDfXVQWLCgd7OmorQlgEJOIW8zqtNqO20GGxm3ShYm9lKFBfU1boso4NDf7NKvbdX17fu780c/3S0cMH15Zvf/P62du3P3798sn337568+rp6sr8lcvn5mZv1NaU11SHFxduvXj+6OGDtVfPH108d/L+naWfvn/z7dfPl+Zvnjh26MzJozPXzg70d509c+Lpg9Xly1PNRkoRYnMLcUufA3OpRX+6Xh/kA/WIuA47/UybrctNc3HzeeDdhPTNtJwdpIwvhOBt1eqCQS9xxAk/4EFN+nGHSoiTAcKoD93vhHZZgJXCjFJOoocSZUB9IYN8Jsj/jJP1GQuwHp26E568DZsVB07ZnbTry92bN2z65KP1H7wX89n7+ze8l73tY2z8F9Tkzyj7/iTL/jjI2n/AhTxfI7zd57p7uOrBiaanFzrnjlQ2eSga5A4pcL0G+qUZE62AbGekbwLuei/mw1//9v8SSH/xwXtkBKQu5G2rCXjMkgtnv3rx9N6r5w9ePL13Z2VuaX460mt+/97KvbvLL54/Wly49dWxQ2fPHL89N33/3sqjR6u3b1+/detKxPZ99syJK5fPf/ft6/8peL948eBv8H7x4sHf4P3NmxcLp0aquTlu4PoGdvqpCuW1dvtkMbuCl9GsLjhRJT7VqGgyoUzEeHbOdmLKZlzWNmzqei1mb6MW0m9DDjvg417sATd21IMecaP6rJBWXV6dPKNcmOKl7jGjvlTmfyHKWs/LWM/N3MzO2EJN3oqO/QK2ewMgeV/i3qjtGz759D/+bf2f39n5+Yd7Nn0WvfETSvKH9KT3OInvGgo+rxUkjzpQZ6vEc732pcnqB8caHh+pn+lwVfFztQVfSnLXaxFbpehEen40LPGLpK3vf/Rvv/mHdevWrfvNP73zwa7tW+QC1sRgR02pu77Ms3b7yoO78//Jefy/BO/IuyyHzUxOSmhqrBcJ+b09XX293TKpGIdF19fVFADzIlGpgMx0QGa6UMBjsxgOuxWHRZOI+Pq6Gh6XbTTohHwBg0HTGbQxsXviE2I5TEpDOKQT8IEJe7L27sAB01iYAg2PvG/r56l7toHS9mNAgNyUWAwIAMtNBSTH7N25ceuG9+HgzIQdGxmoAkRWEh2ZhwOmmSR0AQnKJ0JSY75M3r0JsH8HDpRukDAoiBwSLEtAQeQk7E7ZvaUgNQ6elUSG5WKBGSwsJCN2R/LeXTQ0VEgjpMTsjFr/ARWelxm7I2tfFBWeIyQjZAwsHJCIL8ikIwqKTGq7QmiUMlP3bI3fsZGOBdOxkMyEGAw4h0fFJcRsR4GzWWQsNC8zLmp7cuweEgpBwaD0ahUZj5MKBXKxCJyfp1ersEgEGY+LtLBEalKlEhEKCQfm57KYdLFIwGEzuRxWpHQ14hyTScXbt24b6OuP+LzPnTrpc9krQyV8Fl0hFkyMDlWHg/dXlw4dGDGoFb0drZ0tjZD8HDaN3NPegoKCDGqF3aTvaG7o62yzGLTBYt+lc6erwsHRwT6FRNjb2VZa5E3cvUvOZYe89pOTQ3Yljw4F6BgoDRXeVeFzKTi5+7cDE6NEFKRJwuQQIGY5GwNM5RKhSdFfMNF5QjIMkbnXIqFquTiHgu1W8wYbQ6VWhZqNocMziQXJJFBKuYnR6Fe4VYwSu7zIqoSkx5GAqUxYpkvLVfNwHp3QpmDDAfEiCtKhEpok7KS4LXhEppSJxuQkKGmIcrM0rBdVGiQcZHapSVLvMx7qrD7QEi63K3Njv6SCUsvtShOfyEXl2CQ0m4zJQOWGnBqDhEZEgRhEJJOEkvJodeXFZYHC4kJ7dTgQkd9XlZUa1AoJn0PGoY8dGi8vLT50YMTrtEkFXLVMbNapayvKPHZLXWU4WFRY6LBI+OyWhlqVTIzHYb779s0P33/39pefxob6vS57dTjIoVOqSgNnj02dOXrk/upSd1tzdTh49cJZuYhPJ+GLPM6R/h4Bm14ZCpSXFoVL/L0dLXaT7uTRQzNXL44OdowOdDmtppqKcjGXm5uWXOI015e4DzQG1USgAJJgJue0OiVHmgMCbF7qrg050VusQoaBQ2TCATRkOjRrV1bihpy0zejU3biMvUoSREUA2zlor5jQ4BSVKEhOBY2LzqAAY7jQOAszO6iA+XkANyPZq8RICSn5se/DEz7V0jIqLFSPFOYSQyTUPA42XUDMkZALKKDUxK2fgJP24HKSWVmf6gixQQWs0c50sEBFUkKlnn+sJTxeX9pfZjcxofl7P6Hk7VHR8ljQRCkhNyhBOtlgKwuqpEHZuDxAQtT+6E3JcTvoOHh1qdeoEFaW+vo7mooLnaMDPUUeR29HS2SxHurtHBvsDZf4PXaz1aCRi3hFHkdHc/1wX5fbZioudNZXhbUKSUVZEQYJqQqXReD95s3r118/m1+YPnZk/NiR8ccP1l49f/TT929++em7H757/eDu8u256Z7utpMnppYWZ5eX5iJt33fWFh8/WFtdmnv57OFfvnn541++/vbr59cun5u5funW9SvDfd3jA91Xj42c7y/vteDbefuO6dPPNGqnez0navV1KrQNn9igQZ9pNU1WCJvMhEJOtgAcRc3eRM1cr0JFNerBI17CpB93JEA8Wko+EiRPFOOHC5H9TmivHdxlQjSq86ukqUFBQiE7zkrZayXvd9BT6yXARhmk30ppM5BCfKiXUeCg5DlpIDODKIJlk5KjiPEbqYmfcpM/NMG21UmyDlphV6pFS/2eB4er7x6rf3i+fXoyHNBCpNBtZuK+oDi3RlFQLc9rUoPrFcAiVgoZnJK9f3vUZx9+9oc/RH3+uZhB6WmqGGgPz9288uzxnedP7j57fGdteXZ5Yeb2rat3VuZWV+bnZm/M3565cf3S5UtnZ29dX12Zf/L43tOnd2dnr87NXbs9N728NHdz5tq5sydfPH/89+D99+bvwfvly4f/K7z/tnz/5enKuZ5QPQ9QT08YM+Ovt7mme3wHi9gVXEAJI6nfgTvTqJwo4zUa0U5aOivzS3zmF2TARjs1ocuCGHQgx9yow8XEgz7CkBMxYIf126D9DkSfHd5mAFVLM0o58cXM/V5KrJsS52cml/CywlJws5k6WCQuESGLBXAXI99CyLKRchyUPB0qlZe1Cxv3J0LsO/yU9woxOzqVOYf9pEv1iptdluWDdWsTdU+mmmbaPX5Skha0zUNLKBFnujjpJZLccgXIy82SohKQmTF7tm/8wx/+8P57f9q5dbPLqq+rKhkZaH98f/7BndknD//3yP1/h7fZZEiI35eSnCiTiiNgplHJHDYTh0WnpSYjEbAvN3+RnJSg06pDwZJgaUAk5GvUShqVTKdRsrMy4TDIhfNnW1uakvbvI+CxKBRCphCj0NCU+Fh4ThYkLRmelZS0azM8M4mOKKjwWNlYCAqQAEyIzk+OzU6KSYvbCc9NhWQnb//iw93bPkeBATs+/Q9kdjIdCaQj82iIXHBaDDY/GZ2buG/7Z3oxPT9lDzw7IXLa5RAg8TvX5yXFZMbtJICzBGSUgIxC5aYq2CQRFQPPSUflA4BpCVs/fjcpahMFlovNT+diQPlJu/OTdtMQuTIGXsbAkyG5bAxUzaGapBwmBpwWsy12+wYiDJgSG7Vn6wY8rCA/M55NQWmkXBmfjoHmg3PSc1KTkmP3cJkMMZ8nF4u4TEah08FjMeuqKvFoVHpaSqRYjEohJSXGy6RiAZ9bAMwLFPsLPS48DoNCwnNzsrAYFBaDygJk0Km0q5evRKxij+/fsxl1SEiBRi6pDJWUBfw15SGP3VIW8AvYDD6LzmfR98dEc+iU019NXTp7qq+zrbOlMeB1KyXCgM8DAeb2d3fcX1vubm9BwyFyscBtt9RXhXk0MhOHULLIEhJCw8DCU6MNXFxHyNNbWeSQsSQkmIgEllJhyJx9UgZCJ6JxCJCEqA10ZA6PAIZnxNjlDC0X59XxLRIqC5XtVLIQmXFcLNAspqlYWC0lT00rCNlkfCIEnBFHBGfKqfCAQdgYMFslFJeCFTCKA0apkU9W0rGEvNSslCgKOkdMR5rFFJuYwoVl2li4MjV3tCnkkjN9Gl7YpmgOWMvtSpuYikjbw8cWiAgQNGA/DwP06QU8XH6JRTrZXVNoVip4FDoOKqDjeHS8w6wNFrmrykv7u9r9bsfYYN/B4QGpgGtQK7gMqt/t4DFpZBy6pb6m0GG16DWXz52OJNuYdSqNXOx1WoVcFo2Er6ut/uH77yJn85PHjtjNBoVYUOiwVgSKKgJFva3NRycPauQSs05t1CjzAOmZKYm1FWWrC3PTVy5UhgLdbU2lfo9Zp2qsqRBxmQ/Wlh7fmQ94HWIRr7jYXxUOhrxOLYfChufoqTAlPk9LyteRcptc8sujLSU6AR2SrqOhVBQ4H5lNKUiUUoAicl5B2pbclE3YjH1EwH4NFS7D51rYcL+UFFQzzAxokYnLRqVLiQA5PsNEzwlI4B52VoeDwYbH00F7iDk75PgUpwDklyPsnLyQBhdSIcIajJmWKUHG50e9D4z6mJEdJ4JmlEhyA+JcOy2tUkvo9itGw9b+YvOh+pLRat+BWl+xikTM2caB7xPjM3CAGAYozcEo8PBgFXpmvVPcV+mscKsVHFxO6p7c1P0iJqnM52hvqDo8NjA22DvS393WWDvQ3V7osISKvZEncL1KZjNqq8pK/G57VVnJ+VNf1VaESnzuSL5NRbDYoJVplJKpyYmff/zpx+9/ePv2r89fPBqfGLpw9sTlC6dXl+a+ef3s65dP3v7yQ8RK3tvT7nJaDk2OffPmxdtffogEcz58sDZ97eLjB2t3VuZfPnv48w/ffPfmxfUr569dPrc4v7Rwa/raiclDTSV9Hn6XBtwvS73gRUwP+hfGy690+o6Ua7ts9GYDZshLHfQSu+yEZjNWh4shJH/ABHxqJu1tMoAHPehxL+ZQEf5wMWGiGH/Ahxnxoka8qFEferyIPh6gHwkzjlSw+v2EcmWek55kJiX4oBu80I31zPhued6QAXHQTurToJolBZycJCUCoMcArIT0ACunRpxXIwLUCjOOebA3m5SrA95Hh2vuTdU9PNM6c6i8RAthZKyXw6L1uP0a1B4Tfm+NIn/EQxp1Eyda3W2lWoeUjs1K3fLBnzNid5V4jINdVXdXbz9/cvfNq8dfv3w0P3ttZfHm2vLsvbX5xYVbM9NXrl+7eP3axUg86vztmWdPH9y9uzA7e3VxcWZm+sq1qxfOnT157uzJH3/49n8K3hFsR+bly4d/4/fL26dG/MJWXuagLP+Ih3Ot0z87VHa8Wn2wkNOsgrbroSNe0qCX2OchVMoK+Nkb4PvfY+Vs9HNTus2wPjNo2AE/6MONuDHDLuSgAz7iRk0EyEfDzCNlrPEAdcxPGvLAuqwFjZrMsDDeRdqmha/XIzc6SDvaZfk9akiPGtYmBdbxc2p5ufV8YIOgwMcGFDHTQqyUam5ymwxwuJAw3aJbHSpcm2xcPlD97GjbjVaPAbyLm/aJChElgm7RY3Z66fua1XljhYQTVdITzdZmr0xBAyXu3fHen/4FiwCFg77jR8dfPL1z/+7s/bVb/y14W8zG5KQEPo9TXVWBw6KzszIjL98Ou7W9rYXDZv7r7/8lUgPqsFsvXTwvFglkUrFKKedyWGAQkETE83mccFmQiMWAQXkQKFAqE7CYlNjobUm7d8Z8sR6anSDnUlorSo0iPjYPYJfxzEIqG5XFxICBKbGZcTvJyHx4bkrS3q0FgPi0hKj8pBgpHQcHJFLhOQRQRta+bRxcATY/Wc2j6kXM7PhoNY8qIKNYWIhRws5N3ANJjyNDs/ISo3MTdsVv/xySHocvSMcXpMdHbQGnx2fH7wYm7wWlxgFitvKw4BKzUsnAkQoy0FmJFHA2DZrrkAv4ODipIEsvYoLT41lY6K4vPo3a+El28n5AYlxeWiIKlIEsSM+Ij4bmpKBB2RhwDiAxLnnvrqT9+5Lj90uFAomAr5bL2pubhFyORMDv7+uRScWAzHSjQYdCwnds34qAQz1u56effCQRC40GHZfD4nHZKcmJaBQiIX4fEo7o6+n9608/f//Nm69fPDdqlJGslZ72FjoJj0VAPXbL5XOnB3s6Tx49TCfhwXnZB4cH5CL+/M0bc9PXQsW+6nCwIhgo9rppJLzXZS8rKWpvbmBSSV6XncukHT86CckBkGHAvP27+WiQjoUfaw59NdgYMsq8Cm5b0NEcsFrEZLOIQCiIZ6EzS51aVF4yE1uAA6bggCl2OcOhYGo4WJMQK6eBRMT8gElkk1I7yz2VLh0dChiucpp52J4qX8ipY2CAGh5RToXTISmUgkR05h4ZGWIRknRsLCE3QYyHsOE5QjJMxkTS4ZkH28vH28pDBoGWBjMzUXYhpUjNG2sIyomQWpe2zCS1Cyl8ZA4CkAzLSCRDc3gEqIKF1/CIGj6eCEmVMdB+i0LGwpGQQAw0l4JH0in4xrrKYJH32KHxI+NjXqetv6t9oLvD57JzGdTBnk4OnZKTkXpweEAhFuRnZVw+d1qvkpeXFsmEXKVEwKZTaCS80aB7/uzJ219+fvvLT5fPn7Eadc111X2dbXa9lkMheSymY4fGDw4P3Lx2ubutGQ0DC9iMzpbG6nDw2cO7J6YmG6rLS/2eSGq3SipsqC6fGOzxOq1kCt7rd1vMugN9rbDkvdSsBAE01USHuQX40erCw82here22q6caAl3BTQ6Si4flihEp7plxCI9k4POIIPiSdkpLEhGmVlgEyCNbHCFmW1mQRxclEOGKzEwBmpsIT3dzoWEtdSQEj9cpjNxERJ8lgCVYmKBxMh4bn4UF7hTAo2xkRKN2Dhe9mYFdC8na5uZnOXjaZgTuAAAIABJREFUI0qlhL5icWchr1SG9PAgJVJCpZ57oKqwP2Tzy+i1dnGNnW3gZJPztkGTNoL3byuI3clHZOppIK8YJ8emK/AAmxATtMn4ZHBWUiwdB8fD8qtDRbXhQFdr49hgb3Ndlc2oPTp5oNTvKfI4wiX+YFGhXiXTKiQTo4MiLjPgdZ08ekjIYTRUl0v4bL/bTsIjrCbtkYlI+ODbn3764eGjO/cfLL96/mh54dblC6fvrS2uLs395ZuXL589/OG711NHxltb6tdWF169fBKxkL16+eTZ0wezM1fPnf5q5vql2Zmr9+8svXz2sDJc0t3RPDO38OLJw9vnj3T7VHUyWK8GOqjMP+enzB0ov3e89fZY9fWe4vMtttEiVrcVOehBD7mwB4voAV4qP+9zNWpHUJLR7UCO+rEHC9HjXsykHzdRjJ8MEA6HyMcq6Cdr2Af9tMMh9pkG0YU2xdE6Ya+P0mBE1+jQbVpYMS3BhoqW524Qpn8qy/6Cn76enfyJrCBBBtqnge8vYed2mwkDDly/GT5ohZ8J0Re6DEv9nvsTlWsTVStTNbcnypvsRHb6ZkrietDOd1M3/g646z0JLDYohTSa8PU2Ym9Q2hfW17jkBGBSQtQGEQtfUepcWbx5Z2Xu+ZO7jx+sXDj7VUST/+Du4sry7cuXzp49c/zG9UuPHt558vje4sKtu3eWVlfnFhamI2Hyp08dO3Xy2Mz01bdvf/qfgndEqva3/fvly4cReN8crWySFnQLMib0iNNh9exI1cJE3dUuz0y751SVaqyQNujEDLqxY35ShxFuQmynZX6mx+6pUeT22mADVvCIE37Aix314sb9+HE/fqKIcKiUeiREP1LGOlLGmgqzJ0oIEyW48QB21IfsNOdWCmN9lC0u/EZW7L+z97/LS3yPn/yxIO1zWdYWLSTGhk3yMzNrFZAeE3rQCBsxwU6WMmY7TGvD3qWx8PxgyaPDDbM9xQ5MEiNlPSnxs+ytv8v78nf4fR/o0XvLRXlNOviwn3msTn20Tm0REtKi12cmRpv1sqmpA48frz18uHTvzn8P3j6vh8/j8HkcHpddUV4WLgsKBTwOm4lGIagUUiTtvKW50WwywKBgDBpZ5PdaLSa5TCIRCzPSUyViYWpKEp1GiYnajkFABXw2Do9MSowTsih8Ig6cmpAcuyU7KabUblGyWcD4fenRW8qdylqvCpmdzMJCtAI6j4JCF2QUAOLz0uMQwDQqPE8noIPT9gnJCBwwLXv/dhwwBQ7YR4HnESHZkIx4GhLIQINggEQaEpgYtQmcFitn4iDpcXFbPkmP2SKhoVmYAgIoI2nXlyouNeyx9DdWaPk0Qn4aA54bsipVTDwkZS8dluNSCuHp8SIiCgVIltPwCTs38YhInZCZujcKEB/z5acffPnpB/t2bicgslGgNEDSbjQ4EwRIZJOQIiYJA86Bg0E5mRlGrSY+dq+Qy2FSKamJCSkJ8RBwQVtrs06rTktNzs3JikSah4IlYpEAiYDlZAMkYiGTQbPbLGaTITsr0+10HT/2VaRV7JtXL1sbap0WY1nA395Uf2Lq0NTEgeJCl82os+g1JT5PU21VZahk4da0w2ywGrQiLuvK+TM2o26gu0Mq5EkE3IDPg4AUVIRKUhP3u2zmEn8hjU5USgRlbquSgtfR8ciUGKeC0V3tLdGIZDiIT8m5eWy4q9ypYkDqilTVXrlDIxDRUGo+WUSByxhon14QtMl1PHyJgS7GZ+iYEDWtQM9CBnRcAwujIEHbfAYzF69mYlUcMhGSreYSqjwaIS4XlrpdzYRWuZRBs4iPyVVQYd0VhbOnDh7uqmkPOZU0RL3P0Bl2Fet5XBSg2MDpCrlkBHClTelVsG0CMjU/uSfsqbQp4bnZ0JyMxD3b927diINk2VVCMR3NwgEVDKSEAi1xaPw2DY+O5zHJTpvRW+gkoBE+l92sU4PzsmlEXEdzw5njR4sLXUQMkkUlNdVWTY4NHxwe8NgtXAaVjENHmrn7OlsNGqXNpO/saPvpx+/f/vLzD99+PX310mBvV11l+Pyp42eOHjlz9Eh7fa3XaROwGSU+z4mpQwGve6i3687SfFnA77IaK0OBwwdHfC5bfVWYjEOFS/wmrZJHxlsNmqzsdE+Ru7Kq1G1U2ATkMgVbBE3Rk0BCeGa5WdobdocMIp+C1VlsnTtU0WAl+0SgajOtyS3xy8kCZIYQlWXgEK18YomB4ZIiXFJYe7FMQcjkQZN09MygjlRt41i5UK8U3+pTl+m4LgFezUDqWciAhtXkUYhgidz8PUEJukpN8LKhJjzAL0B2FipOdJQeaw80eWROAWo4ZKq3CWwsiIuPavHIixSUzoDeJcSGtLxCCa5Uh28t4Zv5Oanb/xj1/u+2/elf92z5rCBplwSfp8JnmRj5GkpOqZkbMAmoGCgSCGARUeWBQrtBVeJzG9RyCZ/NoZNtRu2xQwfHRwYaqsuhwBwGGX/8yMSNy+cHuttNWqVRozCo5WODvZWhwGBPB4tO6Gpvunz+3F9/+jmiNn/zzYsnT+/+8N3rH757/fTR3ScP79xbW1xZnF1ZnL23tvji+aP52zM///TdN29evHzx+OvXz+7eWZq/PbN4e+bEsUPzszcW5qYvnjs5O3PVYTU01lVevT1/7/7K5an+dpewUQofMxMPmIhXyjUrU833j3euHm6eHam82Vc0GeK1GYEHi3GHi4nHypjNBrCPk1wqymw2Qob9+INF+CMB4lQJ6WgpeSpEOVpGPVZBP1HNOl3HPVsnv9Sqme7VT/cbL/caznYYzrZbzne5DtfrhstkI2F5l5ffaKW1Ojntbl63T3QwoDrf4rrR7b3Sar3cor3YKD1VwTwWJF1qEC4O2WZ7HKujoeXRsvnh4NLB8omQ2IlNpSVuTv78nV0f/D5mw/sZezbhcveLCfl6XHSDDdddyp1st1d4+BBANA0HrgwVLd6+cWv60sLc9fnZaye/mrx47vjNGxefPFxdXpo7/tXhr44dmpm+EvFzr60u3Lh+6caNC4uLM/fvL0UyU69fu7S0OPf16+d/D97fvHnx/zr/RXhHjudPn949VCJqFgImtAVTFvz1FvfqkY5bY7U3BgK3uosu1BsH7IR2PWjIjZwIEIfc6ApBio2WUCbNbjeCB+ywURdi1IUY9aDHi0kjbtS4H38oQJoIkCdLKFNh9qla0blG2eVm/cVG7fk6xekq8dkq4dkq/pkK9okQfdBF6bTiWvToZj2u084aDsgnKgyHq63nmq2Xms1nK2VHvOSpQuKFct5sq2Gpz3lzwDPT41wdDa2MlLfqqBpYEjL285SN/7bzo/f2f/k5PC2OCkrhQPY5WJndbuKhMGsoqDTQcguStxnV/IsXT95/sPzg0dLDhwv/LXhXVZZTyMT9+2J5XDaRgIvetZNGJUfM34DM9LTUZJfTnpMNwOMwkfNvUmJ8dlZmXm52ZkYaEgGLNFgnJuzPA6SLeOzqqjISGWu1aqk4RF5SXObunRRMvoCOy09NVLLZUjKRBQc2+I0lJk72/l0Ze7e7dVI+CRm/axMJkYeFZmUl7+HgoBl7t+fER3PxkIBVhQOm0BDZHFyBScqxq4RMDFhExTAxYKOETYHniagYAijDpuBa5RwSBGBTcJVsAgGUgcpJYuNgmPwMIjjLIuOykPl2GacgIUpCghUk7s7cs8Uh5/bXhaGp+zRsChcDLbMbrApBbmKMXSUBZyZveO9PX376Qez2rZ//+d1//c26revfhecnSzjEuKiNGHCWlEOO27l542efSgR8lUzKYdBxKCSLRs3LAtDJJAwaKZdJ+DxO1M7tFDLR5/VgMahgaSBcFszPy0lOSsjLzY7Y5YH5uQw6VSaRXr546cfvf3j7y1+fP340OtDLY9JYVFJ3WzMRg6QSsGUBv1YhNWqU4LzsULGvvqqcx6QVF7oqggEGmSAX8bEIqE4pY1CI5cFAR0ujgMNEwyEahbSxtmpsqN/uMDXXVQkpOD4KysjPLDPJnQqGRU4bqCgys4mVFsWNIwNdZXZU5k4tGzreGeASoSwcSC+m8whgNZegZKIokDQpFdYRVHaHdTJCZomOXqpnTTSXNHl1IYPILSQ1FBqCFpVLI1bzqD6jZLiptMwqsQlxow3+sEWoYyL0LGS5RaYkQ6vsqhaPscIgDWh4eibaq2ZRIckMZOrCpfFGr1FBgtY4NSGj5MxQa9gsM3HwHaWO9MTEhNg9gKT4/MzknV98snfbelhOcrnfYhQQcHkJJTalVswsyEoG52VWVwSrKstcVpPTYjSoFRw6pcTn0SqkEeU5OC+7v6u9Ohy0GXU3r12uCAbIOLRUwI00ZISKvRHFX0d7608/fv/LX396+8tP87emK0IlOqUs4HVPDA3o5VKNRFTosEbyzBlkQkdzQ1nA31Jf09XaVFzoVEmFdpMOBS0oLnR67OYLp493tTbS0EilRFBeGerobW9qrm4I+/wKjjA/RQiKtzIQJSp2vUvX7DcHdSKPiHqyu2a8gudkJKjR0Y1WWouTr8HnytG5ASUHmRYrIQI5iAQDN8ejgPaUq8tNDKcAVaJC9oeUfWWqtiJlvUdeauAHzdJKh9aj4Fp4xDKjeKjCZWXACrmIkRJdrYZiY+FdfEqL31QoZzYWmer8utoinVvDDKo4YS1fCEtz8nE3Jtu9CnKZiV3vkfaU2kZrnE1eXpkVK8LFJW99J2XLR0lffP7Re+/+8be/+vI//omeF9PsEhnpeSYOtKZQSUKCINmpEjalvqK0stRn0avDJX69Sua2mSqCxR3N9X2drXIRz2rQDPZ01JQH25vq7q8uuqxGCZ9tM2orQ4HIUm63aLs7mk8eO/r2l7c//fDjL7/8/PLVk6XlW/fvLP3lm5ePH6wdPzp5+cLpKxfPrC3fvnb53ML8zcWFW2urC08e33v54nEk5nNwoPvwxOjq0tzC3PTbn/9y8dzJAyP9p09MXb10dv7Ro/uP1m6cGDkY1nVocCMm8qSNu9BePD9Rf3O06tZI1Y3+0IVmW7sB4SHtbNZmHA9Sp0rIfQ5UqxneaIK2mmFDhZhBNzyiNp/wYQ+VEI+WUY9XMU/Vcs7U8y42qWd6LSvj7pXJwrmD7hvD7msDhVcH/JcHved6nNdGii72e0912M/3eq70F82MhhZHy1fHK+9OlN8dL10ecV1rkZ2tZl1u4E73atYmC2/1OVfGQitj4fnBknuT1ZeaLQ1SnDA7JmXDezs+/PPHf/zDP/1q3T//w7pP3/t3AzaqRldQJMtoL2W0VcgoqCQZj3xiavLxg5X52Ws3rp67NX3p2uUzt6Yv3b519duvn969s3T+3MlbN69FOsTefP38yeN7N65funr17Nra7ceP1yJKwCuXz9+/t/qfqM3/d+H99ddP/gbvCMgj8B60kYY0BRc8xCkL/mZH0dqR7ss94Rv9pddaCg8HRCX0RC8pulWTPeJBDruQbdq8Sg240QRtM4B6LAWjLtigDdJrgxwoJo560EdKKcfLmVNljKNh5pl6yY1uw9ygbaG/fLG/bLar6EazY7rJNt/lWul1L3U753stS8POpRHP/FDh3FDR4oHw8qGapUN186OhmW732UrZyVLW9TrpUpdxscs612m5PeS81ee83e+7e7D6cFDnIBdAo9dnbH7/kw+2/eOv/7hu3e/+6Tf/HLtzg44LbnWT63U5R8LSBhOZAowp8xmePFl9/Ozu6trt+w8X/1vwjt8fh8WgzCYDFAJi0Kk52QCtRrU7Okqv00RyRRRyaSSeRa1S6HUaCDCfSaUoJGIYqACUl1tdHnbZrHQyiU0j93Z2wOFItVrb3trGIGCBaQmg1DgWAU5HgcCp+5N3fMFGFGgYeGj8blRKXH7yPlDafnhWEjhjr5AKpaEzcpO/VPGRqKy49N0bkIBYXF4CB5NrEpHjNr8XtMkdCnat31ztNeoEVFDqXqOETYLmuLQSCR1Pgubu2vAhYN8uPgnVU1/uUIuJkBwWBqxkk4xiFjo3FZoRL6Ziwm4TBwfNiY8utqhtCn5e0l4WFlrhd+UkxeEheSVuW15a4sYP/yMnKQ6YlsDGwTR8OiQjIXrTZ5/88fcfvfMv+anxRBgwUigetfETUF5uJBHWZjIKOGy9WlVZFsIg4Ag4VMDnkoh4CpnoLXSLhPxIfxeJiCfgsWKRQKtRRfzxaBSCQiYi4Yje7p63f/3l7U8/tjY2kHHoimCg1F+olAg1colGLtEpZWwa+cBQf6jY5zAb6qvKbUZdqb+wpb7G73boVXKv0xYuKSLj0O1N9YcOjAz1dom4rI7mhoPDA2qZ+PDhwwM9nXIuxSik8JE57SV2m4BMA2WwCPBqjy6koWvRiTYKQIZOl1FgUjbJLiKGLWKbkKChw5qLDBx4Og+ZqaJCLAJ4Z5nepySKsWkne8vGGz0nuoJTrUXlRS4Fi9hUbHYLCad7a+wSKp+IiNu5WUWCjdaW3Lt8LGQQmTmYkEHQV+4o0bLNbLyOhjrUUtFf6TOwsG4F6/hAU6lJwseCw3btUEOYBs0NOwx99RUIQHL2vmgpESYmwptLC+0qEQuPTIrdtXvHlpSEfVYxVU6Fh5waBgYIzk606aUapaCpPjw5NqxTygZ7OrvbmsU8ttWgLXRYrQZtU23V4YOjoWLfialDw33dZp1aq5BOjA65rMbhvq6G6nKVTGw3G2RS8csXz37+6Ye//vCdz+0Q8zljg31um9mgkKlEgrpwCIeENddVnzx62OeyB7zu6nDQotd47JbutqaqshK7See2mRqqy21GbU978+Vzp1qrqwwK2aVzp2tryv2FjtNHJyqLCvUCrpcHtbGgZTqhFAs20lEeLqJGAS9lJsuzPlXlf+llZVmoALcAWm1m1FjofjHULUT4pCgJKsHEzC5RY4uVqIFytVsEDmlRk43mw032Iy2ewbAlpOXUWBWthabBIu1o2O4S0Uh5aci0fW4x/XRH+MZgrYVLdUtZXaXOnjJHg0tWrCT3BrUH6xydhYI6E22y1nayvTggJ/ol+NEqV5NL7tSpWitKSy2a9KjPyYAYDjDWxQF1eAQyKhSYHP2n3677w2/XJe/dZBRgfFKUm5PLQmUrOIT2urJCl/XsmRM93e2tDVWTIz2RJLUSn7siWFwW8F08c6K/q224r+vmtUsD3e0+l83rtJ6Ymuxqbbxw+nhZwFfic5aXFrXU1f38/Q9vf3n73bdvLl08c+vWlWdPH8zN3jj+1eFDk2Md7U3jB4efP3v49Mn9e3eXnz65P3975trVC8tLc2++fn73zlJHe9P87LWbNy4uzU8/fbT25tXj+dlrF85+9ebV44eP780v3l6cvX5+pGnMyxkzY8fd7JMNzqkW54lm+/l664iFas7ZQtn+j6qsT2pEmf1FlNEgc6SY1m1FdmrBg0bYASv6gBk17MEMudEH/ISpMsbxSs6JKu7pWsG5BvH1bvetAf/ywbI7hyrXJisWD4Zmh4tnBnyHOj0ne4puDIRXx2rXRqtnB0I3+ktvHQgvHKpeGC+/NeC/2e2c7bFNdxlu9OjmRi1Lver5Hv3CgGt1vHJ+vHbhcMv8sbbjnUVSBpyNTJFhkqr05FItmQBO3rLl83W/+tVv/mEdMDWm0iQulSGL5TlC0t6qCtPMwszdO0vPnz18+GDt2dMHS4uzFy+cXlm+/ezpg6dP70bSUSL1La9fP75/f2lm5tKj+6vPHt97/GDt/p2luZvXlhdu3bxx+YfvXr/95ee3v/z8l++++fr182/evHzz9fPXr57+PXJ/8+bFN988e/Pm6d/m66+fROb168eRiWA7Ij5//frx2f7Q0ULhhA5/Iiy/3lM831Z0s1pzopjQzANw9/yeuuPXDuS2ennWeIB6uJzZZMxvUuW3akFdJnifDdljgXeZwX12+KgXN+YnHQoyjpbzjpULTtXIr7SZZ/u8i8OB5eHS5eHShYHi2R7/XG/RwkBwvr/0Zpf/zkDVSn94ua/sdk9gprPw9kBgYbT01oB/tklzvVZyo0F8u11xu1M906y82WZY7vPcGypc7HOvjIXvTLVc7g3V6qg6VKKFmNau4FuwMGhS7Gfvv/MP69Zt+PDfhQRgrV0c5ANDSiwfn9ndWvb6zYOVOwtrqwvPHt/7zyH9/5xHj1YjPzx5cmddRPOsUSvZLEZSYnwBMI+Ax+ZkA5IS47s62xl0qlgkYLMYOdmAHdu3qpRyu9mER6OsRgOLRvV73A6LmUYiVpaFSFgUg0JOT89EoTDAvHwGAes2qApSYnEFADIsD5uXAU+P52OgCgoanhKbuuVzKQOPzk9B56cwMHkFadF8MpgISxVQwTIGGl+QyiOAxVSEXkhxqnkyBtqjE2o4eDI43Spl5MRHgVL3qrgUDh4mpmFVXKpbJyNBc7Pjd/tMqiKLhgzL4+DhOGCGUy1qqygmgrPYWAgiK0kvZESIzici0mO2ofPSmRgICV4AykiCAFJ4VAIBDtr6+UeRLwIyWs2jSeh4VD4gdW/Uzg0f7/lyfUrMTjwkj0NEA+JjxHyeWi5DwaAGjdrrcnIYdKVUwmUy8DhMRARQU11ZHg4NDw1MThzU6zSggnwUEo7FoPA4TG1NVUtzY6TxBQGDH5qYjGzes9M3TFpVR3NDRTCgkUsIaIRGLnHbzFgE1Ou0Xb90Xq+SVwQDXqcNBQWBcrOOjI9VBANSAffk0cMGtWJssK+xprKnvaWzpdHvduiUMgGbQaPRrEZdXcjr1QlVFLhTTNMzMWY+hUWAV7m1bgFaBNqrx6fXWgVSMtQo50mIIIuQVKhi2yXUBr/Rp+GaBcQaj7bOpxxu9DpkhP4qR0+5NWhg95Zbq+wiZHayVcKa7KhyiqlNPmOd13CgrYZHgDvFjFMDrcUaoU/JKbfIVRTY4pmJgSqfkY3zyJhmLiFsUzhljGKDyKVgwdL3lNk0zSUuKRmpYZPNIlaJVYcHArB5GVV2lZqO6a4sDtk0xVYtDQOG5aYnxOzEZu9XMVAOFZdPhqtE9IHO+tJip0mvGOjuGOjuqKsMe522soBfIRaM9PdMTRw4MXXo/KnjTx/cnRwbHujuIGKQhQ6rUiIs9XuunD89PjLgsBgNGqXRoPvLd99ENu/B3q7ayvBQb1ewyCvncxUCnsOgk4v4XAZ1auLAweEBi17jc9mDRV4hhxkq9g71dop5rJ725q7Wxobq8sMHRxprKlZuzpR4XLWV4VCwSCbmmTWytury4ZbGkBxXZeS4hRQ+PFdPRViowAA/XwnazIj/g524z8fLN1CzVKQsBSEzoCQF5PgyA6NQijWzwV4Zpt4laHDze8s0IQNxqELR5uMNhjUTDa4SJcVAg7Z69SNV/qGgpdWjG2soK9LJJURUZ9B9vL2yWs/tCnoDKrFXxpk7OlxjlbkFWD0lv9zAdAugQTWhxS22c2FFMmJXiaFITiuSM3gErEstU9Dx0ORdlNw4Bxdhpec3WTnVDnGhiokExO5c/6cvP/wXwJ5Pydk79JR0NjrHpuJNDnX6PPbKitDRqcnGmnB1yNdSX201aMpLiy6dPXnt4tn7q4sP7yw/e3g3Yh7zOq0Os16rkPR1tq7M32qprzbrFG6bqaWu7v988/7x+4X5mysrs5Ey0IH+ro72piOHDx4+dGD6xuWff/pu9tb1C+dPRRLBzp45fv/eypPH944cPnh39fbywkxEq/X9ty9ePL23tjz79udv1+4sLa0sPnm4ev/asXONlikvfapIOFVuPFKr/6pOf6CQE8DFM3b+lhn1z27UjhZFzoEy9qEqwWSYO1BI6LWiBh3oUSd2yIbqdyAGnMgxH/5IiH68knOymne2XnSpRT7d5Zrr9y0dCK1MVC5OVM0dqJwdq7g1VnV9vO7GeN3N0arbYzWrEw2rEw1zoxXX+ktujQXnx0pvD/hv93pme2xX23RXO7Szo7a5Hu1cn2VuoHB+NHxjqPL6gfrrk83jLZ5Gl7pKx7KTMm3YpFoFrt0ltQspBclxWz7/04f/tC5z00f87OgKLdqvxTdU+J8+e317bvrRwzv37i7fu7t8e276+rWL9+4uP3p45+uvn3z33Ytvv33+N9X3w4cry8u3lhduPbi7/ObV0xdPH6wszs7P3rhx9cKr54/evv3r/6/wnjnScsQrnjJTzldpLrcVTte7zvp5/bocbcbHhE3rWHt/H6DEdpngU2H2VzWCHjeywwDtMEC7TPBuM6zDAG7T5/dYoaNe3KEQbSrMPlrO+6pCeKZOea3Dequ3cLbPuzBUujQSWhoJLQyGFofKVkarVkarFgYrFvsqFvsqlgbCi/3Bhb7A4lDx7f7CGx22+VbjTKPiRoPkZqt8tl053aqaaTXMdzlWep1rw8V3D9U8ON4xd7B+stIclqIV4BgHKqXTxq8ycljIjNQ9Gz7+/br1v1uHjI/WwWMqdaQSC/fwgfanz1fvPVx9/Oju4wdr/y1443EYGBScBciQyyQyqZhGJW/etFEuk1gtJqGAl52VmZKcKBELtRqVRCzEYlClRf6czIyC3BwUDArMyWbTaUwqBQEBEzHIcGmJVCrH44nBktIyfyEyLxOdm2oQs5E5qUoWGZ2bCojZjs1OStmxAZm2TyskovLi85J3UhBZejG9zGMgw3KBKbEFGfsReakqAY0Iz6VhQEl7trCJcEhWYqQjXUpFgNNiU3dvrvLb9SJm/I6NiVGbjRKOgk2mwPOz9ken7N66Z9MnRRYNEZyFyknB5qcXpMTKGHgBCZm9fxcJko3ISgIm7yVBstk4GAMNRuUDcpLiwJnJbBIWC8nHgPOcOoVJLkyM2pywcxMBnJ0SsxOYlkBDQzEF2cl7diRGb4MAUgRUvF6tYtNpHAadz2bF7o5GQiFSoYBBIatVCrlMwqBTI2KCyOWcx2UHSwNVleVqlQICLkAh4WwWA4dF02kUsVDU39v39pe3P3737YmjUxGs9UDLAAAgAElEQVTiauSSiJNYyGHmZqZVh4MdzQ02o45GxKmkoobqikg6mN/tqA4HSViUgM2IbJnFhS6tQmrWqQsd1ivnz2gV0p6engPDA/2tNUompsapKZSzSvUip5RFQwIpoFQbF8nJ212mIjUXKhU0hIZPM4tpQ01lrWVuFQuLzU1UMjFuNa/UqtALsDY5hU/ILbNL+bgcGRlUahJahAQ+MtvIIxwbaNPyaSRItklI7wy7K20KHZsiwiMIuekOGacj7FPS0S4FR0ZB2CW0gFFcqOZysXluNYdPAhEhqX6z2KcVyygoPZfMgOebRawik9pnUOr4jMmWsJ6BwgP2qekYMRnGQOWLqJhiq4aPzcfnJrGxIK2AXuI2dTRW6tSSgd42Mg7NpBA9dkuRx1kW8Pe0tzgtxopg4KvDE3qVPOB197S3WA3amauXOpob/G6HmMcKl/gterXLZva67D6v5/WrF2/f/vWXH//SXF/jtJqMGmVbY91QV0dvazMZjZQKuBXBQEdzQ21FWZHHaTVoO1sax0cGNXLxqWOHLXo1i0rkMalSAaehury1oaaiyF/scpw7dfz8uZN93W1TB4emRgbKnLZiCabZJTXTkW4BtUhK5wPjVIh9MtBWauqfG6zEkI6gZ4J0HISRg24s1HolVBUVJMYB7CJsoZIYNLG8KqJdjLII4A0OlotfUGGgNrlFNjasWEGfaCiZaAjK0blKIrTaZax0mmoLbdUuY6GUKYCkj1SHW30ODQVVquLrqYgSBSuoZtlZCKcQ6ZcTNeR8IwvhldOL1Fyvgq0gQbkEVKFOXmJWm/jEIhWrxatS4TKZudF6IkCKTmVBElQMiJgERGbsyN3zIRu81yQiVxVZR7qbHFZDQ301n8eyGdXlAbfTYmhtqOlori8L+Dqa64d6O9saaw8O94eKvf1dbbM3rvR1tlaGAm6bqau1MVTsLQsUVgSL+zs7I/Go3//l25Xl20tLN2dvXY+cYa9dvTA5MXr61LGIwOrB/dWzZ46vrS48fXL/2tULd9YWX718cvnS2dMnDp87ffTxg5XIfPP6yeMHKz/+5dXrr589e/H01csnzxcvnW9xjbuo56u0Z+udZxr0X4VlPVqUG7pDnviuG/Zllyp33IObqhIer5NOVQlHiqm9blyPG93jRnc6EN0WSK8NNlKI/Ru8zzdKrrarZnudC4O+pQPBhfHKW2NV06M11w80zky0Lh9uXz7aOX+k5fpo9ZWh8OyBmsXxuoXR6ul+7/Vu97U223SrZbrVcK5WdqpWdKFDfbVNMzfgnB0qudRTcrjRd6wjdOFA0+Husoud1dM9VWNOkTlvmzp1fYgCaJSTWoy8Qg1LjMhN+eCd/I1/tBIBHcW6K18de7j6av72zJ21xdtz07duXrt86ey5sydWlm8/eXzv/v2lSF/qs2f37t9funNn/smTO69ePVpeuDU7c/XB3eWVxdm15dsri7MRhf//Cu9vv3n1Pw7vlcvj4x7pKRf7erPpQoPtSoVpykZpFiXrs9erAB/7cLvbteADPsqxCu6RCk6/B9tvx/RYkF0meIcB3KLJb1Jnd5pAI4XYI2HGkTBjKsw+VsE/36ia7rbN9ntmut23BksXxiqXDlYvjtUsjtUsH6xfGW9YHKtdGWteHq6b6wnNdhUt9xet9BfOtRmv1cpu1Kmv1kgvVQouVfOvN0hutulud9rne9zLA761sbK1ibr7xztXpzpvjdUer3eUS1GSzM8N0J1FLECjkdzq4Hs4WETszl1//Ddi7J9dHGBnpfX6xcOPnizdf7T24P7q6tLc/zd4P3y48uTJnXVcDkshl1rMRgadqtdp6mqrpRIRhUw0GfVQCIhExKOQcIfdeuXyRYvZSKdROAx6wOfdvXNHRkqyWi5TSMQmndbvcUv4HBGP63J5xGKpTqO16dSYguxSu44CzQOn7i8yqXkE+M7P/gyI2QpNjZWQkfUhMwWZJmUhEDnxoLR9kIwEdF5mwo6tsTs25qXt273ls5yU2MQ9WyHZycCM+Iz46GqvUcFA79/ykZJN6KgqpiLyt3/6HwRwVk7CHh7x/6DtLZ/jzvM8z7qIu73YmZjZndnpmanuru6ucoGZJFuymCFTqWRmZmZmTqUoxczMZLFFZpQsW7Ysk2wZZCi7zK4q3QNN9Mze7VzE7PZGfB9k/gWv34deb4ROyDTLeOCkKK2AkRUfcfi7r1RMokPOj/zhjxkRB1CpsZj0eFxmIi4zcf+f/okCy+QR4CwslIEGh+/aER++PzMu8tjBPRgwgE3CakUcrYiz+6vfxB7cGfb9HzJiI0BJMVQUhIGF09BQQPyxiL3fk+AgBoUsEfDbmho1CjmdTFJKJSaddscf/5CZkYaAQxFwKI/LhkKywdlZ6WkpCDiUTqPMzZ6wmI3g7CwOm6nXaXRaNQ6Llkmk2/D+9dPHMwvzAbejpb6mtaHWaTFul4x+l70gx1ecH2RSiKWFeTwmbfnyhfevXwbcjqK8nJryktLCvJT4GAmfU5Dja6ypHOjuqCkv8TltA90dLfU1ubm5XW3NlQXeXLNssqWcA0std6iPN5YpWPjUsO8EyGQRPG6+LdRX7tFxcF69RErHCEhwMRUlpWOy4sLI0LSMqAN0JIBLBCUd/V7BRlPgyV4tb3F2wCQgEYGxFwfqZzqqxCRUVmK0VSVRMggeGWO0OiegU+k4jLo8b+LBXVRIxvGWGikFRcxKYsBSlEyUUUji4YBSBgKREZljlerFZLuU7deK04/sYSFBqNRYARGl5lBr8rwdIVepVQ46ujMz7Dt0ylEJCWLkE+1yhlvJzTPJoMmRNGSWTSspL/R3tNZdODu3DdT2pnq7Sb/n+x1mndqgVuiUslBuwGbUSQVcuYhv1Cjbm+rfvHzmsVtEXGZ9VVlRXqCiJBT0uUtLit6+ef3Lz5+2fv080NPZ0lDb3lTf3lRfW1p8bm6mp6XJrFNv19w6pUyvkpu0qsfrd29cvVKUF+hsaRjobhew6dCsjDy/u76qrCyU19vcVJoXbKytGh8b6ulsaaou7Wuu76wqr3eJ6l1SDR7Y7DO0BUzk5P3E+O8MxDgLI76jUFpsY1vEeJOIrKCh7GIGPjmCBIzBph1hI5Ip2VEMWBwReIQACOeiE62szJ6QdrTKmacih7SMubbSgTKfDJOpY2CdYoZNxAxZdf01pQGNOF8vydWKknZ90+x3NPmsEiSAnh6jRGeF1FwTFe6RETnQeHp2rE1A8qm5QZ1YRkFB448wkNl0BMijFlb7zBdG2lryTDoqCHr0a9jB39CTd4vh0Q4+0q+kBLUMAS4FHPsDB5MZ8hj6WmvOnJxpqK+WSYXVZYVt9eU4JBQFBeX6XAG3vbaipKm20mbU2oxaCh7td9lWli4tXz6/vbaW63OVFubWVRa31Ff3tLVtff7507v3W1u//PT6+Zs3z7b74b/+8uHd2x9PnZy5tnz5yeP1hfnp8+dOTk6M3L93a2vr0+bTh+v31969/fHJ4/WJ0f6ZqZFHD9a2++evXjx6/nT9zaunnz69fvv+zYePb35+ce9yZ8FxD2Oxznq22n6xUj3kIDTLgI3i9CZJWqc2a8xHWChiz1ZI5iqlEyX8nhxyswvd4ITX2KGVluwmPbDVlN3nRo/nU08Us+bKuKerRRcbFdfbLas9nluDeTeGipb6ii/1VlwcqL801Hx3qP7+RNOdmZal0eqzfYWXegtXeotXOgt7nbROC7HTgBmyk6YC7GEvpdOO7nTjZsrFS12exZ78yWpvo0/bHnLNDzScPt56daD2znjT/eGK4y6mD3FQFvPPiqSvi5mpLbn8gUJdp0vKT9wF3ftfal3is8cHPzz79OanF0+fPFi5vrh45fzU5PGuzpaF+em7d27evn1tY+P2w4drd++uLC6ePXt29vbtay9fPnr25MGFswuLl86ePTW7raH96cfNnz+++X/Be1ss/xeE98aN07120YKHf7XefKJQMeMVDWpQldyoalFGvSyrzYAccBEnC9izZcKJQnaPF9frxLWbES0GaLM+u06VWSVPbtID+9zo40HSWB5lIp8xHeKerpIvNpuvd7iutTuXu/Nv9pfeGiy/2V96o690tb/y1kDVan/ljd7KO0M1dwcrbnbkXK0xLgTZIyZ4nwowG+CcCDAmvKQJL2E+xFps0K52uG91+O705d0dLLneX7I+03p/tuP6YPWNwfLLrcEWE0mY+Afqob82g3dViUFz5aYTVV6fkIw9/N/Ymfuqg+qbV+efvbj36On6o417Tx/d/4/C+8mTe/8Kb5NR73TYCgvyAJnpqSlJoCxANggYE33MajHBoGCtRpWRnhobE+V2OeJiow8d3I+Gw7RKhUGjLi7Ib21sCD94ID05SatUFAb9CTHRer1RKpVrVOrSvBx4RpKEhs2MCqMjQFwcHA9KOfLDH+Dp0QGLAg9Ojjn0VezhP6n5eBQgJubA9/GH90KS4pOPHE6LDU+MPADLTEiJPoyFpEMz4rGQdCoGLCJBzWIaDZbaUVXg1opcWgkdBVJyyEoOhQTN1ItYYhpOw6e7tFIRFQuMO5pnVmdFh4FiwsnZaSomkY+DwRKPSchoGQOPSIuFJB0TkNFBqxYPASRHHk6OPGxRywR0Ep9GRGQmo7PSCpxGLgEBTYnJiI1IjQqPPrg78ehBHhlLQYLDd+1Ijjws5vNsJiOVSJCJhGAgAJieplersEgEEJChVMgEfG5NdaVepxHwuXKZJDUlicthkUkEDpu5b+9uLoel06ppVLJGrVTI5B1t7dvwXr1+ram26vhAb0t9DRGDFLAZWoUUi4B6Hdb6qnIWlVQWyk9LjKurLMsPeDl0CgqarVfJu9uai/ODTx7cOzF+PD4qYhtddZVlZBx6sKfTarWODQ80Vxa6VNxCo0SMzSq2yC0CqogExWdG1wSMgzVBPiqVnBWrZWMbQ254ahQZmoYBxMsYWCwwQUJD8whQCiydQ8i2q7lmKUPDI1qljJBDXWRXFzs0j8+N13h0RTZ9jkVXW5jjVYkNTPRwmbfQaqzyuzvKC5UMYp5ZXRN04TLjxSSES8Hya/k2CU3PJxQ5VS4tlwJPtqlYBRbVfH8rPjNeQkZz0OD+hkqvTl5fGBCiAX4lZ7azxsIjWkVkVHI4E5YsxAFlFJRXLZTQsOCkKC4F21hVUlqUV1acX5wfZJAJNqMu6HWxaWQhh1lbUdpYUzk3NV5RXFiUl6ORS3RKWcDt2NbNinmswqCvIMfbUFNZXV5SXVXx4f3bX37+tPXLp2uLl6bGRhZOTJYW5gkYNKWQzyDgeEza1OhwKDeQH/C6rKbtv021VVwGxaJX15QXby9UP3/8oDg/h8ugBB322bHjFoM2L9dXVpxfFPRcP3+6tay43iWptglNVHCdVVZhEjEzjmrJGSM1zkIDIagleDTUoEnkULNZiDQ+BkDOiOIg03joDCYsmQKKkVNBClq2nos08BBeIbJETy8zspt8yvm24vG6vAqrpNohL7Jq/GpRnk5c49bXuPWlNvVQXalfLVLiwC0Bq5GOoqRESmDpHj6xwiQplLM8UnK1W8mBJ9FB8X4Nr7M0J0cvxaTF4DKTbFJud1VhY4Gr0qs3ctAteaaBSl+JmiKDRVOSdiswCQY6yC0jqplQEig6PWKnSydqqizs6Wzp7mrLzwto5MLKohyzTkUn4fIDntqKkuMDPT3tzSUFwcqSQqtB43VY2pvqetqbzTqV12GxGbUeu7m7rWFuamx2YmLr162tn3/Z2vrl7ZuXnz//9Onjm+vXrszPTbW21FdWFJ8/d/LliyerN5cvnD917uzChfOnnjxev722cvbM/JPH658/vf3pxyebj++9fb1549qlpctn3r7efPPq6U8/Pnn14uGTzY3nL1+8e3b/bHthj5VyscpwssxwOsjpUoHbVdkTftqJfOaQlzDiJ50IsU/WKOarZOPFvO4AqcmJqrNDq22QKiu4XpPRbMjqcSLH8ijTRcx/5XederHFeK3Ds9yde6Wr8EJX6YXuygu9tRsD1XcHKu9M1N6arrs8UHi6yT1VpO6xMSuEmY0KSK8BPe1nXShTLJRKjwcZ/TnUyVLRlS7vlZ7CyWpfk9/QEnLNDzZdONF759zA+cHyGxPVdydKT9fpqhVZsvSv2DF/L4X/sc6E6HIxG004PuBrhyDj8nTP5+fPHz+6//DBndtrK6s3l0+dnBka7NnO8H7w4Nbm5vrDh2tra8tnzsxMT4/cuHHl5ctHm4/Xz52eu3B2YX5mYu3m8uOHd398/vjju1d/Dib56fWLbXi/fvXs7ZuXfyl4P7671GmXzrg4SzW6ES97UE/pkUPrZSn9Luqgh9rrIPY5SSeK+Kdr5DOlgpEgrduOaTPBWwzQViOkQQOskic36gC9LtSgDzOaS5wooG3z+1Sl7GK9/kqT6XKLf7kz73p3wXJHwdX2/JXu4pu9pTd6ym72lq72FC82eaaDojY5uIYZ38iN75Wnz+bwZ4PsSS/1uJswnce4XKtZbffe6s652Z1/e7hyua/s3kzno1P9S73ly73FG1ONF5vyh7ySfFK8LOYfuUf+Rg38tkgKas/h2wmxUnhEbZ527fqpx0/X7j1Yu3vn5tNH9/89SP//wHv7x+bm+heFBXnbIhE2i8GgU7cNqRw206DXkoh4jVoJhWRvb7Rp1EqdVp3r9+HRqI6W5uKC/OT4uIiwwxIBPy/gl4v45cVFAoGIzxdazRYmEcen4KhwACI5hgLOIGanY4FJWfFHOSSYTSPITAyHpBxl40F0NBCcHJF0ZK+SQ8EAk5EZCRIWAQ9NF9KxNEx2dkpUZvwRQMJREgKAyYiW01ENhS4ODgxJioCmRCPS49KOHZQxiVwCgoOHQ1NizDKegIyOPbiTBM1EJkWnHt6THR3OhAGBkYf4GKgQB7eK2CwM+Icv/2tW3JG0Y4eSjuyDpiWQEdlmhcimVdCwCA4Zl3DkAAaU3llTohMyMcBkPgWnFXHoGBg8IwkDSk+KOBQXto+FRwLSUhUScXx0FI1EdNmsna0tHof94N49UomIx2UbDbr8vCCVQiIScEBARmJCXHFRoV6nSU9LIZMIGempu3f9kA0CZqSncljsuprarV+3fv7w/uXm0+G+7rrKshyP02U1qWViOgnPZVCL84MFOb6B7g6DWmHUKHVK2fb+Wn9Xe1FeTmVJ6NLZUwU5Pggwg0bEDfZ0bjvX2pvqC4P+5ubmvIDXbVTY5Swzl2BgYT0yplfJ07KxPAyg0mdoK/GykelSMjRkU+i5eLOYpuHgrVKGQUBmowE2GdOl4uZbFXo+QUAAsVDpDhlDTATnGkR+DW/pRL+eivBIGHYxiwJKc0h5frWoMWAxMdAGLm2ovkKAhdEgaX6tmIfJomQnqRgYM5fgEFFNHHyxXdkScpFB8fjMaCIojo8Fo1OjAzpJicvUFAqUeKzbbXMBFubXSDdvXLKIaDoOoT7PVunXK+hwI59qEtCwwCQBGW1WiRVCtsWowaMRxfnBrtamG1evaBVSBplQXVbsdVgXTkz2drSqZeLKkhAwLdmoUV45f8ZhNijEAoWYT8Qg4NkANp1iMWilEtHGw/WtrV8+vfvp0frdprrqrtam8qICi0bFJhMzE+NpRFxLfc1gT2drQ22Oxynmsesqy/o623xO6/TYcFNt5dmFmSvnT1cUF/CYVJVUeOXUycmhgVsry329HVXlRf0dTUaZqMhldwvQxTpmgZxaruWU6Th2DrLAwK7P0xWZOWYe0iohBQyCXLPYKsb7FESPBCPCZtiEBA0dJsalm3loDT3bKkDr2WArE+LkIjwCdLVd0hbU+6REMxNRYZWo6Tg+PD0oYzS61ZVmcXeBo8Fv5iCAZhbMLcCqCZmU5ENeAcHLxTU5VXkSaqNf3RWykFPDTWy0X8ESogEuCbPMpsszqxsKfBVec4FFoaQjrSJyR6l3rrdGS0fmalg1Dmm+kiyExaqpWQoqBA+MVrHQKh7JoZfp1LJgjrejvXll6cLVCwugjBS9Spbnd283ybdH3U6LAZiW1NvRcnf1+vaSuULMlwm5VAJGJmSXFua21tf/8vHTv+hR3/64tfXh7ZuX9+/dOjE9VpAfcLusC/PTP39+9/rVs1ur127euLowP7189dKTx+sPH9x5++bl1tanra0Pr18+3li/tXjp9N21a1u/vPvl008f3r54uXn39t3VtXv3H91dmW4IdpopF6sMl2ptp/zsCQd5Osg6VSk7USY6XsieLOYvVEhPN6jna+QTJfzttnmbE9nqQLQ6EA3azCY9sMsO/xcZSAFtPJ86UUCbKuTMlghPVakv1FsuNLouNgYuNAYvNuXfbc+70RK40Zlzuck5HOQ3GXFVMnAeI7FODBhzUa9UqO+0OB70+m+2O87Wamar5Oca9atD+TdHKi73Vsw2l55or7w02bM0N7B2YWB+oOTUYPGN2fo7C/U3J4pn6nStbpKfF+5lRNYbMHmCDAl8V5EZ01xqOjc1dHXp4sMHd7Zv39duXV9avLB89dLK9cUXLzbevXvx7NmD9fXVS5dOzc2Nr60tv3z56NrSxYXZyVPz02Mj/TNTo+fPzK+uLL1/8/Lfwvvd21d/cXg/erTW6VaPm+nLNdqZXMGYiTZlp07l0ufLFbOlsuNBzpCfPl8uO1ennikWDHpJXTZ0qxHWaoR1WODN+uxqRUqDNrPHiRzyoceCxPFcyrCPOOQhjQeZMyHhfInkTLnhYo31cp39Uq3jcp3zapP/apN/sd6/1OQY9/EaZdBianwBIbJZlHkywFqpVF+vt11rNC/Wac9WSM9WSBebTGs9wXv9oZXeknvjjavHG9cm2jbPjtybar3eU/xwvH5loOHhRPvNztCEX1gjBfsokV5ObJUFERJmW2hpLSWWW9dOPnpya7tt/uzJg/85eD9+fHdzc/0LhVxKIRMVcikahUhPS7FZzW6XAwrJrqos12nVbBbDbDL84avfHT50AJCZTsBjDRp1fk6gKD8vPTnp+2++JuGwYj6vuCAfDEgHAwFoNHbfvgNHwsLpeAwdA8tOiKBCMuFJ0Ta5QMkhU9EgOj772KFvo4/8gAGmQlPiqIgsnZAJSY5yaARkeHrMwW/0Qkr6sb2JYd+nRuzm4EBsbJZOQKbC0xQMdNz+r4mgBGhy5Df/8J9xoBQ+CckjIgCxR9Q8mlMjyYwJx4FSKXBg5J4dOFAqHZIJjjkCigpzyvjwhGMmPgMcc0SER3BwUAYKxMFBWVgoDpTKxCEMUj4Ljzy0c4dDr2IRMURYFguPxGalGCWclIgDkNR4GZsqoOIlTDKbgMqMi8xOjgUmROFQSB6LScRiYiIjmupqgz6vxaB32awYNHJ7y89qMREJOCwGRSETkxLjExPihAJe1LEIKoW0fRmPRMDoNAoWjTk+PPLzp89bv/5yb+2WUaNsrKl0WoxBr4vLoI4N9fuctlBuYDtbOs/vCeUG9u/6HgkBKSVCn9PW2dI40t8zOtiHgUMIaETQ62qqrWprrFOIBXqVnEEmxMbGsumUkhyHW81TkKB6JsYtZbSGvLkGYZXfKCJB0yN2y+kog4Cs4+CcMnqRTW7k4Wd7agVYABeV3lzooIDicOmRfg3bLiG7FfT+qkDILHIIiWxIgl1AwKUnHPvu9yVmeYGGX2wQy3DZ1T5rc2GABUkts2uowAQqMM4upOiZaD0TbeERSg3SoJxT7zboaKjmoM0mIOdqBYVGiU8jMvKpFV5zmceiZBDoCNBQc41ewLTIxFIGqcRn0wuYeFCSTyvOtyqCJnFbSY6Jz1CxKQw0VMgg6+WSwtwAn80wapQ3lxeb66q725pb6mscZkPQ6yrODxbnB3M8TqVEKBPyJHwOk0IUcVkCNsOoUYh5LJNWKRPxC4J+pUL24f3bra1ffvn47vzphVBezvTYSH1VOZdKznHa58ZHRVzWtqcl4HY011Ub1IqM5AQsAuqyGhuqy8eG+s6fmpsYGSDjUEqJoLQwd/b4SFGOP9fvUaukWZkpTBLGJBeXel0+KTEoJecIsMVySotLXmLg+jVsUNweEwOpoyMVVLicBvNqGGVOXldIWeemKfGAoJLqFuHkuBQTE2xmg/O11Bq3uDvf7BcRxLAEIw0sRSUDDn3FAUc3+FSFenGeghWSU7p9iha7sNkpM9ORpLQoTnaYipAckGHV+OTuAkOViduTZyiUkVsDqvagttmrrrbLPAJSmVmWq+CWGmWFFq2OQ3LIOBVeo0VE46Iz5VR4a7FHwWVy8TAlDd7oV3fmGypdUj0HzcdnZccdMEqZYhbR7TDrdarhob6ZieHjfW0XzyyMDfXl+lzNdVUD3e015cWtDTUeu1klFUr4bKmAk+NxiLhMAZuulokMarlCzPW7bLXl5X92m7988eTduxdbW5/Wbl0/fWr22vLlxSvnb6+t/PLz+9evnr188eTGytLo8YHyslB7W+PK9cVXP25uw/vt682b1y9fvnDy4f3VVy8ePdm4s7F+a2K4vaunffzE3OKFM2N1OV1WxukS1flq4xkf90y+6Fy1+lSdbrJKcaJWe7LRdLLBuNCgOlEtHS/mDeXSBjzEPiem347ut6Ob9MAmPbDTBhvJIU4W0kdzyf0eTI8T2ecjD/np47mcmULxqWLl2RLNuSLt2ZDmfJHqbKHidJ64X4ctIEQGCRGl/KQSYfKQGbtUoXrS43ven/dsuODhUP6NHu/ldvtSq+n2YPD2SPnaWOP1sdal0fabC4M3Tw1fGa2bbssfqHLNtOVfGKq4NFh2sa/wZItnZcB7o79opsLV5pXla7ABA76xxDHa3Xr2zPyd2ze2DTYvXzzZjv68tXrtxx8ff/jw4+bm+v37Ny9fPj07O3bt2sXbt69dvXL+3Om52emx/p729pb6sZH+0wsn/mXm/W/g/fbNy78svJ+/fNqXa+/T4JeqVRfLlTMO9s6+GVAAACAASURBVJmg4EKd4mKz7XyTab5KNVMiPlWlPFOtmMhn97kIPQ5smwneZoJ321GtRki1IqVOnd7tQAz7McN+zIAb1WWFdVrg/U78iI864qNPBbhz+ZKFQtlCgXyhQH6yUDUTlI57+O3yrCJSRIgQUcVObBIDJ93M63XmW82Om63u253e253u6y3mK3Xay/WmG+2BO/1FNwYq10Ybbk+23xhrfXJ6ZPPkwJW2vMuN/pvjNcsD5Vd7y5d7yq90hC535V/sCiy0WI/ny5o9gvGO0J0bZzYer65v3HmwfvvBvVv/UXg/fXr/X+GdEB8rl0n6+3oQcOjuXT+kp6WgkPDkpASH3Rrwe0FZABaTbjLqwdlZe/fsMhp0aUmJSqmkMDdoMxkNGjUOhQx43FKhgMugNtXVGo3muLgEGoUqYFDJiGw2FqKiE9OPHoAkRmVEH6agsvRyFiwrjoDKYGHQ0OQkEgQkomJpyCw1n8ghZCl5GFhSGB2eknR4h4qFpkKTeDggDwckZcdDE8ORqZGErHgaIhMQc0jBJrGwEAkdh8pMjNr3nUXOh6XGiqhYSHI0IPZI9P7vUw7tNvLoQhy81GniosDU7HSLkOVTSzKiDglISI9O6lCLtQIGFQXJjIsUUPFEBNiskh47uAcPASABKcC4o4j0eIdaDEmNZ+IQiUcPxofvz06OZeIQSh5j/46vvvnDVzwWU8Bh81hMSBbQqNVUl5fl5wQkYmFcbPS2hoVKIcllEqvFRKWQ6DQKDAo26LWNDXU4LBoGBe/ft4fLYUUfiyoOFW27zYf6epkU4vjwwJn5GSQEhIFD2DSyVMA169QzE6NloXyZkFcWyi8vKgCmJTPIhNqKUqmAOz020tnSODEyqFfJXVbTifHjepW8tqL02pWLfpcdg8EEfe6gQ69m44rMMreUIUBlivEQARZQ4dVbpQyvXqJkE6xSBg8DyNHxPXKaXUSscClzddxyp0JDh5m4GAU52y0jexXUIpNAR4caaFAVAWigQpw8rJRGlJMxnQVOFwvdHTSzsuKtQpZDKXGJaH45W0mC0ICxuOQwExsdMvIbArrZxnINDlKg4E3Vl5QZZVoSvCfkbct3Hm+uLLSqlXSsWcQqdhoLHcaAUQVPiXXotCIGTUAlBu3GkNusZJNsCi4RnMSAAlR0QqnXxsEjEyPDslISWxpqnVZTwO2Qi/hzU+MnZ6YWTkyadeptK2pnS6NeJd/2nLttZrtJ77QYp0aHu1obhRyGgE3HImEehxUBhz58cP/nzx+3fv1cW1mmVyuuXjp/anaaSyVLOCwpl11bUTo21D8/PVFTXrJ9pOdz2iLDDnodlqDX2dPefHpu+sr50z3tzXIRr7aiZKK/r6qocHSof3ZmwmxQuy26qoKgVSYOyMlGSrYMGqeExdlpYD0FXJdnkTKRdg7ZL+dq6SgRPsvMh1t5gGIjslgLypERK62CYj1LTwW4BEgHD+oWIkqMDL+I5ObhpIgUAzXbQM3mw+I8YnyjX+3kk0Jqth6dWKelhATwkATnFRDYoAQe9LCVk6mnJJcYyB058nqHoECGHwyZx8rt9TahX4DuyTNM1ORM14eKtHwbC9eQ73Yr+a3FAYeMY5cy5XSUioUOGIRNDY0Bh1XNIvjk9BwFxcZFalnIIocCknAo7IffmVXCrvamgN9dFMqrrSi6eGp6bmpsZuK4x252WgyNNRVVpaFQrr+1ocakVTrMeq/DUlIQHO7r8rtsOqU0Kz1ZLRMoJQKn2fznU7GNh3c3Nm5//vT23t3V0eMD83NTqzeXNx7e/fzp7ft3rx5t3Lt3d/Xxo/ttrQ3FRXlXly4+29z4+fO7rZ/ffnj7YmX54tUrZzcf33ux+WDz8b03r57eunrm1Jn5KzdW76yuTLcWt5go/VbKgI02Y6NPe9kzRZKpStVYtXqqyTjbbJ2q0k1XSyfKhaMhzkiQNuIhDdsxQxbUsBnVbMhqNmRtw3uigDYcIHTZ4S1GULeX3OMhD7gpYz7GTA7npJ+74GXPOxnTXuaElTysgteSYnJAu8rpMd1meKsZ2iYDzvuYV0pkl4vkS1XalVbHYqvtbKP5TKXsaqt1uTN4Y6jq+nDD5aHG6ye6104P3ZpoGS11FmvZx6sC6yeH78323hxrujlStzZUOVXiGQ/lztWXzXWVlnllhW790pnTa7eub0d/bp9Zbz59eO/u6urN5dXVpY2N26urSysrl8+dm5uZGV1aOre8fOHpo/t3bl0/vXBidLivq71pcmxoemLk6aP7/7vh/ebj2+OlOe1S1MUSyYUyxaiBPGWnzxbx56u1J2v1C9Xq2QrFyUrFyXL5VCH3eA69303osCA7LMhteFfJk2tVaV12+KAX1eeCt5tATVpAqwHca8cOuIh9DvxxG2nCRZvyMCbdzHEnfcRC7VZjGoXgAPS7IPyHVlHakAndJAa2KRAzAeF8vuJ0kepSleFqo2mxXne6QrFQojxXbV5uyVkZrF7sqbgz1bU63nl/pvf+ZPtYgbbLyrk2VnB/oeHBye67Mz1rk73XjzevjDauL3Q8nKo525l3+njd3ZtnNx6v3n94+/Gj+8+fPvxfgrfNZHRYzF6no6aiXMBhS4UCtVwm5vO2rSNSoYDLZFSXl2mViu2zZggYRCETtRpVb08Xj8vG4zDbFaTFoOexmBgEvLK0xKzX5Xg9Dos5KS42NnxfRnxkemw4DQPGZ6eiAYkyBpYKz8hOiZZzKRwSMmLft4CECDIyC5oelxix3ywi4TKPAaL2GERUOhYcf3QfGQOJPLQrM/YADZaaGbaTkhongGcJsDBkRjwOkZEVHZZ+7CAgNnzb9AJLiRZgoKj4Y/iMKDokSUzIxqZFRv3w5c7f/N8kYKyShkBlxLOxEERaLC4rmUeAC8koIjiNAss08snI5AgaNJ2FAUNS40Ep8VQsSsxmqPhsEZ1slEv1UvG3v/8tNDOdjMVCgcCDB/aJhHyTUU+lkKKjIlFI+HZut1IhO3RwPxCQ8dsv/4mAx3LYTDqNolYpiosKwdlZGDRyaLAfh0XjsGgSEU+jkoV8QW11zdavWx/fvrm+tDjS39PX2TbU2/VnwWfQ66oqLVLLxAa1oiyUvy38MuvULqupMOg3apQ+p216bOTS2VNKidBu0ivEgprykqHeLoVYkOtzz81PlZYUTI0OlOZ64CmxTBhQgAHr6HifhqekI+1SeoVXL8BlOeXM1mKPmAhGAxIldJxbK6JAks0CYkexU0MFS7DpXSGTgpwtJsPUPCo8LVZKhltYaDk6ySmkVjo0BhZWz8Q5JEwqKIUGSWMhADwU0MBEm+gwJwclR6W4BXi7gBTUieUEBDB8LzohssSi8SsEegYhRyXS0nBeGaPSqQ4ZxTo6stgsLbHIFERwiUVmFNDEJIRNyvXrZEGjqruquNzjaC8NqQWchCOHivxerVREI+IIGGRVZXlebo7NqMvOTCvODzotxoDboVVIKXgMCpodHx1ZXlxo0qktBu3k6HBVWTERi+poabx4ZkEtE9lNOqfVZDcb3C7H0yePtrZ++fTx7eKVC2OjQ0111Sdnp6fHRga6Owa6O8pC+WND/SUFuZUlocGezqrSovHhAZNWletz2U26qtJQVWno2pULzXVVAbfdYzdXFBecmT/R3lTHohJPzU51tjSMDvb2d7Xl+XQZCftwwKPw+B8cfGSpma+lQdxSesjENbJhpXZJlUfNQaYhEo5ISDCXgseBRbfnqdsCoiIV2kBNrvFLUJlHuTQIDprExaUqickedkaRFFytw1XpyTZaZplaaMBlq1GpSmSCGh2nxcXKEIdNlJigAG4hpZYoCcUKvBGfRE/ciQz7rQJ2zEaFmEkgOw3q42LyxKRSNatSzytVswqU9P4iZ76SXWaWFZllPhXfIeNYRex6v7HaZTheV9FTWdpYlEeGAaDpsRUhh15IEzHwTpOmoiSk06qDPrdJLe1sqPS7bFWlIQGbbjNqwYA0IgaR63O5bSa/yzYxMuB32ZwWw+KFM50tDQG33WrQOC06t83U1tCw9evW5/cftmfeL15sPH/26O2bl5tPH24+ffjyxZPNpw9fv3r2/t2rH18+ffzo/rPNjaXFC3Ozk5cuntnO2Hj75uX7d682Ht69f+/Wg/XbH96/fvPTi2ebG89uLL99+njz6ePXb16trV6qL9AHhYBKcdqgATvtZ40HmSMB6lwJbzpAXizhXyviT1ZLRkp5/Xn0Xh+x300YdGJHHNgRB7ZFk91igLY5kfU2aIsLXiFPqpbEt6vSB3SgYSNs0IgYtuBGnZRBG7VTj+8wkFolIE/Wbkvin4oQ4e18wJSdOuNn9xgxuaQjBbQYFyZCmblfB4kMiZGtTm67RzCmJ0wZyaednNVS4+1q22q980Ffwe2e/Bs9xde7QnPlhoU66+JA6OGFvtsXhx7enF870X+mv70q6B7vqL401jTdUzw90XXz4drduytra8v379+8e3fl+vVLd+5cv3Xr6vz8xMzMaFdX09BQ18hIz9TU8Orq0oMHtx4+XHvx/PGrHzdXri9eXbo4OTFy4fypq0sX3/z0Yhvenz6+f/PTyz/PvN+9/fHtm5f/w/fmzbM/v/8vxbfh/Wdby4sXGx9e3189OdBp4/WrsWfcjAkbbtCDHw6xJgPUIQd2Iod+plI+VcCfLZUdzxMcLxB12dAdFmS7GdFhgbcaIY06QIM2s9mQ1W0Bd1vAJdzISkFcoyKt1wjr0IC6dOBxC61HhenSYNo06DYNupyZakr9wZj0bQAT1iTNGnVS+syEakFmDiHaAt6vyviBm3pAA4uukuM6zbRuI7Fbi+5Rw04GWAvlutMVhuVG1+3O/BudRdf6qhdHmuf76i+2+5b6ijbPDT84NbJ2on/95ODqZNPt6YYH5wdvzPcsnz5+b/XSkyf3Hj+5t/HozuOn/357fON//P67U7HK0pK9O3/IBmRSiQSTTttYW4NDIRtqqvNzAkwqBYdCloYKM1NTYo9Fsuk0AgbNYtL37tmFRMDCDh/MAmY67FaJWAiHQZBQyDbpaSQiHo0KeNzlxUVHDh2EZiSmx0VA0hMoKJCQjiNC0pEZ8bEHvuWSUXQsJC58DzQ9DpWVvOuP/whOjWHgoHoeTslEsbFZmdH72UR4StTBmLDdR/Z/D0uLJIISfCq+U8DkI7KMPHpq5IH4Y/uSD+8mQdIRgITk6IN7vv4nYGx4dnR4yKj2akTwpMjs2DDAsQOp4bsTDnx38I+/+ePf/p+xB76Hp8agMxNi9n+XFnlAziSQoRmojPhCq5IGTffopFw8TM6hpUaF82lEAgLKwCL9FoOKz9ZLxXgoGJSaDMlI49BobBZjO12Nx2WrlPIsYCYCDsWgkWKR4OiRsOSkBDKJ8M3Xf0Qh4XAYBJQFUCnlhQV5fB7H6bDxuGxwdtbRI2FKhWywf2B+du7zx09bv/7y/qfXJq0qJT4m4HZ47Jali+fqq8oLcnxrK8sN1RVyEb+huiKUG6DgMQwyYTvnWykRQoAZQg4TCQG5rKbhvu6K4kIaERf0ujx2S8DtoFIIlWWhS2fnC7w2DDBZxSQyoRkSLLTYoTLwCAYeQYDL4qIzS5xqi4iCSYuUMvAsDAiSEKZiYWsCxgKzJGQWBdVMuxCjpEEJWfGw1BhkepyKgamwynoLrSVmeX3AXGAQ49NjiJlxLARAxcB5VAJQ9CFMyjEePLXaLjvRFKr3G818ChGYiE6OIgOTEAkR0T/8IXbXn4iZCUYuxcilcGCpOgbaLWVYeMRKl7Yl3+FXcur8pqaQzyigiYjwIofBqRA0FwULbfq+morm0iIkII1JQOvlEp/T6rZbSksKh4cGbEZdZUmIhEVtf8QY1AoMHCIVcMV8TkTYweryEhIO7XPZu9tbxkcGgz53V2uj12FhkPEcBrWjpfHa8tKnj+9/ev3j1tbntVsrZBKORsJXlha1NdZtbqy31NeMDw+cGD/e29Ha1dp07uRcKDdgUCtcVlOuz8Whkzl0sl4lk4t4Fr26s6Whr7O1o7l+u6wszs/xOa3F+TknxkeWL5/PdetYOAAwaicTHBWUk/JVdAUuU89AGVjggIrckKMRYlLxaUcUVBgNnCAhQYx8dKGRVaSnVFloBWqsmQfGA8OzE/dnRf9ABobZ2IBmJ2sgTzJYoKqxsoXwGEb6MSUmQ4PPVOPTuKAISPjvKam781X4sQrXYJGlzia0M8A84FFY2B+Sdvxt5u7f7P0vXyTs+DtS4gEZMlmJSVNh021MeJ6c6uYg2gK6eqeyJ2TvDrmLTBKXhG4TUL1iSoPfPFAZ6igtaCwIKjkUHCRNwsU6VPyQz9rf0dRUVz16fLi6vKTA7xSzyAa1vKK4QMCmw0CZOqUUDcsmoOHlRfksKrG+quzqpXNDvZ0D3e31VWV+l00lFbpthquXzp2Zm/tz2/zVj5vXr1/atpe/ffPy118+bP368cP7158+vvn44adffn6/LUZ9+eLJ3Ts3L186e+7swsL89HbexoP12+/fvXq2ubEdovVg/fanzY0XG+uPH2982vr8y+eXY21FdkpSASOhSY8cKxRMlku6AuSBfPpcuWCxQTnpIQwVsoYKWUN5jP4Auc+F73dhh934415itxnZboa12uA1JmCDGVQkjKoSx3VpAT1aUK8uu1MNalWAWlXwRjmshJvhJ8RZIQcU8X80pv1QSU8ds9LPFilPFEjaTXgv4Qg//veZX30R/ldf7Pm/vjj8t1+kffufcdF/zCOEN0szR4yYGSd1zsM6UyheajBerDVMhfT3R6uenKhf7s6dqjJdHiq9c67/0crMxvnJxZmR9tqSuaHWG/N9y3Ndq8tnnr19vb2ifP/+zaWlcxcvnrx16+rVq+cHBzsHBjoGBjpaW2u7uprm5yeuXj2/vr76+vXTNz+9eP7s0asfN9duXb+xsnT50tlnmxufP739i8P733pSX7589Mvnl89uXZgqc9ULIB2CzOMm1FQudTLEms2lzQSpcwXs2ULuoJt0IiQczeUO+Znddsx25d1pRbSZoI06QKMO0GIEdZpA7QZgITO8UhDXIE/t0IBalYA2FbBTjmqRwBok0EJmihV+WJm0Qxr1e2vGnlYFeMROms7hDTuoteJsB/wwNezvM377xb6/+uLAX38R849fgHb8lTBhRwkrrVON7DdgJvz0CQ99IYd3Jk92ukB1pcF7b7Lp6dmB1YHc802ue5NNLy6Mvbgy8+zS5Npc552FzqeLY/fOj9y6NL2+duXRozsbj+48eLj2YGP1fwnedDKJjMchoRA0HFZWFKqrqqQQ8GI+r6Ol2edyinhcvVqFQcAZFLKYz8MiESgkHI1CxMZE7d+3R8Dn5gYDeByGx2VTCHiFROy0WuDgbLVcFhMZoVMpbSZjYlR4elxE5IGd4bu/TosJi9zzDQmaIaHjtGJWXPiewzv/yCEhVQJ6YsR+eGYCEw9DpBwRErO5+GwCJAWSEokAJEQf3pV07CAw9iAbDXBImGI8DBITRgAmJx/dlxC5jwbNhKVEJxzdu++73yZG7KMhgMDIQy15PnBSVPzh3SkRB3Cg1MyY8LhDu2IP7ow9uHPX7/4+au+OrLgjGVGHQPFHWRgwIi025eg+GRUtJiHwoBQRFQtOijLKBCImBZQSH394LygpDg/JQgIz93/7DZtM7G1tNqkUqSlJR4+EyWUSu81SkJ/L53GgkGyDXltcVMhmMZKTErY3BtgsRsTRcAgYhELCnQ6b0aDDYdFikSAn4Is6FrG9sFZdWbUN79Pzc4VBv1omFvPYodzAretXt/VejTWVV86fqSguLAvl5/k9XofVY7fUlJcwyISg18Vn0fEoOAmLGuzp3Ha2FOcH7SZ9U21VTXlJwO+2GnVEDOLMifHyHDc44ZiCiiMCE3EZURxUhhAPCugETYVOn4aHz4xmwlMLnbpcqwqSEGaT0HQcnJGHLzAKAmqWnJRpl5BZqHRo8lEOBqiiI0ut0t4im1vKkOKzDSwsPD5cSoR5VAIBDoLLjM+IPiKjYsV4SJFZttBTz4Sm4QFJQgpOyyFRwKnb2TAEYCI4LhyZEkWDpuNSItxSRrFFzoamiDDAao++2CL3KdgBg1jJwHVVFljEbCokgwrJFJPQeWZNVvwxKhwyNdBzZnoy3+sCZaTKxYK62sqW+ppTs9MqqSjX5y4tzJs8PqSUCC16TU1Fqc9lF3JZaUnxJp26oaZyfGTQbjaYdar2prrGmgoiFuW2Wwx67erNla2tXz5/ejcxPtLYUFMQ9GuVsq7Wpo9vXk0eHyopyL1949ry5QslBblNtVVNtVU97S1drU3lRflsGqm0MJeERZKwyIIc78TIgNdh2Q4+yfW5+rvatie+Abe9s6VhqKOOT4Qgk8LcIpwIGk9JPsQDxxVqBcUmRqmdY+JAqKBwIxeab+YKcCk0SIxDwRQTgAEVudhAr3VyNKRkOSkZn75XiU9QE+KDYlidhVqkwgYkGKcAxYLGEVMOailZahKAlBKWsvtLUsqRoILpEVEHy1yVVpECmyaAxklRySxgJC09nJJ6OOPA7+K///u47/4OFP4nctphPixORwX5pEQJJDpHhC3TscoMvFIjz85B56s5rUGzmgBU4EBiNKjQpA3qlQIiyq4SXlwYnuxp9JpVBqU4lJdTV1vd19XeWldhVAjzA57tq26LXt3WWGvWqewmnVzEM+tUbpvp5Mzk/PR4cX5OfVXZ8uXzBTlerUJUUhD0ORxbv279/OHj508fXv24+fLlo42Hd1/9uPn509utrU9bv378+OGnnz+/+/jhp/fvXr36cfPRxr0P718/ebx+9sz8wvz0iemx+bmpxSvn7965ufn04a3VazdWllauL248vLt+69rTJw+ev37x9OWT9282ry0MlGvINTJkhRFdYUa3F7BGaqSzLZrZBsWJSkG7FT7oo4zmMsfyWMM51F43vtuJ7vPghgKkHjuqwwJvsyMaTaAGY1YB52ilKLZDm9GtBbUrgS1yYCU/uYAWZ4UfVmbs4sX+ARP+9+K073NpyW06woiHNxoU9fm4zQ5qtQpmRITTo78mRe7AHv0m9bv/GvHl/3H0n78gR/2NixJWKU6tFqbWi9I7tIgeG75JC+uwc0eCsnO1lsst7r4cfk+e9HR34c2TXddPDl6YGxntb188ObaxNPvgyonVxTNXlq9duXLmzp3r6+urN25cWVm5vL6+eu/ejcXFs0tL565fvzQ3N3769IntAO9nzx58/PhqW2X64vnjH18+vXTxzNLihdtrKy9fPPnfBO8/8/vZq6dvn9+/uzDYbeU1CrPnAszLVZIzFbwr1dKbLbqVJs1kgNptRs6FeJN57CEPuceB7bSiOq2oLhuy3QzbhnebGdxpAjWp03KpB6uE8fWylGZ5RqM0rV6cUssF5hHjbIgwYcIfCQf+lhb+34yAPVWsjE4deshOGfWwhxz0Vh02xEpVZe4mHvy77ANfAXf/U+xv/1PY33yR/OUX0tTdJRxAAT21khlTw4nvkmf3KGBtUki/mXK+xrIxXrHW5ZzKE1xudD+aaX9+dmTz4sSDs6MPL48/X5p4vDS1fu3kwztLGxu3Nx7debhx+8GDm/9z8P6XU7HM1JT66qqMlGQkFBLwuLVKxczkhNfpyM8JnDt1kk4mYRBwMZ83OjRYmBsUcNhymUSrUW0X2Hm5OWwWAw6DsFkMIhZz7Eg4AgLOC/g5DHpkeBibTvM6HQQkWMKlZyRGJ0eFxRzeBcuId+ik8LTY5KP7UiL2gxIiDGKWVkBPjzrExIDjDu1Mi9yDByXA06NVPFLMwW+zEsIhaTGY7JSkw9+B4w9DEsLSjuwJ3/Fl5O6vUyMPpMUchiZFH/r293t3/HbPN1+is1OhKTFh3/yOnp2ZEn0UCwGCUuIP7dxxaOcOMgqKzs7Ew0ApEQfiDu365jd/s//rL4/t/Tb24E40IAmblRJ74Ptje76JO7RLzaMhMxIwwOTkyMPRB3cbJTyjhCemEQDx0dD0VLtWXeT3JkVFIhGwLGDm13/6AyAzHYtBHQk/LBLyySRCZUUZkYCTyyQ0KtnpsFHIRCaDJuBzE+JjVUq5zWrezvMuLSmCwyAQMMhmsY6OHN+WtLQ3N7U31TfVVlEJ2ByPs7muenps5PaNa32dbXdXV9ZWlsU8dnlRQWVJaOPe7ZrykhyPs72pPj/gFfPYxfnBiZFBo0YpFXBzPE6ZkEfGoXM8zub6GjGfQ8IiJwa6g3aj16AIuYzotDgcIBaREpFnkTeG3Gw0AJV2TMnEuNW8yoC51KOnQ5Odcibw2B4ZBcbHZNbmmNQsGB4QqWIi7TKanAZjQJM0VCgp/QgxPSrpwNfU7AR8egwfC6JC0gDHDsTs+RqSluI3acjZaejUaKuYSYVkaPhMHCQbGHuYgQIGLUqDiM7CgPCgJCo8I/z738Hjw0HH9vPRWTYR3cAhYlOjAEf36Fj4oEEioyDUTCwPk62g4tqKc6t8dj2HJqLiHWppT2N1dVEeAQENep2ZaYkJMcfcNjMZh8YioIM9nUV5OafnTtiMuoIcX0VJqLy40G42lBTmycUCHAre19U+PjIoF/HOnZwdHezFoxEBj7O0pOjli+2tnM9ul212ZrK2skyrlLU21NaUl9xcXrxwemHhxOTWr5+319cbqismRgbnpsab66pCuf5tSarbZmprrK0sKbTo1fkBj82otejV2wmYtRUlFDzaaTGcmhgu89vaQ26fiJK68x+Rkd8bKZDBUp9XiqQDD2goKTYhrMYv6a20CjCxCno6F5+dHrFTzYRK8SmFWkquAm3nAFT42AAv3UlPcDKSbfQ0PuQIJn4XOGpXStgOeNJObPoBWMLu+L2/i975Ww4C6JBwSZkpSjKUDopnZCeIMAAOLEWIzjSysRYeQUHOYkHjEPF7M8L+lHrwq4ywP+FSD4tx6W4OnJV+rOtquAAAIABJREFUGHr4K3TkDg8X6RNh/WKcjQWVIOJrnYoqmzpPK1XTiH6dvNhjHmqr8htldq1ErxAlxBxjMmgyEV8j5Xc2VA71di6cmJgaHWquq2qpr94Wm4dy/R67WSkRNNZUXDp7cnpsuLWh5tzJ2caaCgmfmeNxjPT1/bnyvr228unT67Vb1+/dXX3+7NGH968/vH/98+d3W1uffvn5/XYi1ja8nz97dPfOzQfrt188f7x+f239/tr9e7fu3rl55fK5leuLly6euXTxzOrN5SebG+tP12/cXnnz6vHPT29f6a89nquvtVMLVNDWAPPygP/eTOnJJl2DCRESJk0EGNMF3OkC7kiA2uXGdbjRXV5spw/Xboa1mcE9TmSfG91lh4a4R6vEsS3qtC4duFGe0aAAFDDjdNl7iIf/KzH8HxjRXzEBez18UIuD0+URdjp4DRZGvYXR5OHVGgilSmy+EOnnIJwMqAqdjI/9Lvm7v47f+QULsEOHCtdm77fAj7pxsUboUUHCd6rs8FxWRp+LMexjl4mATVbyhc6cy/3FF6baLpwcPnty/O7V0y9vnnl4eXp+dKCyqq69vX58fODChYW1teXnzx++fv30zZtnnz69fvbswerq0uLi2WvXLq6uLl27dvHJk3ubm+uvXz379PHNi+ePP396u3z10t07N+/cvvHxw09/KXj/e53z+5sbr149eftw5VRrqMPMmM7hXCgXX6kW3+2yPBsNrHVaO3TgWnHKbD5rOo815CL0OnGdVlSXDd3jQHdY4Nvw7rBCe23QRlVqDnl/vSylXpZSL06pFSaVsaL9mGhJ4g5y+D/gDv0d7diXJnhYrRQ+bGcN2mljXs5YgD/kZnVbaa16QrUMWcwDmWkwIymLnRYG2fdlwu//E+bgP5mRMTpIhBG0ywTaa4eFa9P3CqK+VqbtLuYCJgsk87n0dlX2pJ93rTW42l99b7Z3/fzEgyuzTy+PPr06/eTG2Ud3rj5+ePvJk3vbwWL/UXj/d3fetZUVRfl5KQnxCAiYz2bFREZIBHw0HEbAoHEoJAmHZdNpqYkJXCYDBYMioRCdVq1WKepqq/E4TNjhgzarWaNWJibEISBgBAQsF4t0KmVqYgIgLVUplZDxODaNhIVlUbBwi1aeHheBBafxqRgCLJMMy0yJ2K8V0PkkpIZPsykF+OzU8B/+AEyMgKTFoIHxKh5JJ6JxiVA6MoOOzNCwcKi0YzREOhGaCk6OSI86FL3/u6h930bu+gaWGovOTkWBU9NiwwEJEXhAshADP/DDt2lx0V9/+Y/A5AQ6HpMaG5V47CiPRgYnRUGSow/u+N3eP/5T7MGd8Yd3A+OOJh/dD4g/9t1v/2Hfn/456ci+rPiImAM/wFNjyNAMCRWnYFPpKAiXgNIIubCMNAWPY5BJEhPiUpITsRjU9mA74mh4eVmJ3+fhcdkoJLy1pWk7ygWPw2g1Kj6P093V4XLaoZBslVKuVMgwaKRBr2XQqfGxcSfnF7ZTxW5eW56ZGC3OD5JxaJfVJOFzZEJefsDrdVgdZoPHbpEKuHaTnoxDN9VWSQXcqtIil9U0MTJ4ffESEYMUcpjDfd2FQT+TQtQqpGwauaO5obSgQMzl8pi0ylC+RS0L2o1WhSDHoqnKsQgI4CKnxqnkqFhYPZ/EwQDbygIhq6y9xJNrFIsI2YDI3V41lwxO0nDwjSFHda4haOAoyFlVHmVQy9LQYbU+g5rx//D2VtFxJliWrrtv3+6p6urK4qysSnCl0wySJYuZgxTMzMzMrEApQhFiliy00AJbtsyMsiWZmZkpTWnrPkRNdc/tO73W9O2Ztf6HP17/ly/2OfvsjRXhQTx0Ma00jwzJIQCyTUK6Vc5hEXAcIpYKA3g1Ijq0sDBpjZzDyEpca5GxlWwCF19qkjB9RhkTDaQhivMSlwFS4nDF2WwUmAEHcNAQXHF2zpolqPx0BixPRCilQnJ1HIJHLax1mbsiAauIXeOxhe2mSpelMeyP+t00HBoFBTktBqfFaFArtArp+VMzHc0NXqetvqry8L7dSqkoUhEIBbwtDbW7tm159uh+wOOyGLSDvZ3hgMfvtm8c3EDEosqD/p8+vv/004f5+Y/Hjx2am522mw0CDrO+qlIjl2wc6Bsd3NBYE60M+pQSYSyF3mE2dLe31EVDwxu6q8PBS2fntk+OK8T8kL9sQ1e7y2o0qOXV4aDHYdk8OtTZ2hgp91WHgwMd7ZVOW0OZuVzJaXbIbWyUjYNttCtcAriRCWBDEsI6Unelqr/O0BGSlynRUjKUCEgXk8C00rSghrreJwspUGE5IsTLrVFCKmVQJw/kECA09FIyMBWWubo0axEsZwkBmCAkAPVcIr20GJ6VpmUyhDggKGU5GZiBL0opTV+lY2P9Wr6ShlDSIXIqiIXIKs1YmrrkN8k//AqQ/D0ZlMwGJCKT/1K0/HepX/8TYNUfQCv/wCxYI4GmeQWwBguvyaZoKTNVaOWNXrtDzm0Ju8e6GlwGOQ2PxKMRDrvV47QZVZK5I3sP7d25Y8tET0fL8UP7+jrblBJBY02ks7Wxpb569vjhW1cvxvxrk2PD1eFgXTTkd1vlIt652dn5T58/vn3308f3n356+/z5/UsXz1y6eObB/Vs/vnn+4f3rjx/evHr55O6d69euXrh54/L9ezdfPH/0+NHdWKvYg/u33r97dfPG5YsXTl++dHbm5NEzp0+emD587uzsjZuX796/dePu9QdP7z19dPvmmeMX9mw6NtDe5xFurJDtbbLO9Povj0YO1OvK6Vl6yNI9EcGeatHOCH9TgDbsIw0HiCNB0oCf0GMt7bWUjnlwO8LUzT5svTC1Q5XXbwb06iHrVcAmaZEFsUKY8zUh/lfSkmVWYnrETOkMiPvL5f0+yUhQMRiQdXuE3V5Rm5U2XK4YKde2GHlhKSkgxBgIucyCpWmL/hkU/xUi/hvEiq+o65aw0lbCl/wx83f/Lf5nC4AL/14PXlHNzvXh19WJAAdbLEc73YfGG2f2jZ0/sffW2YPPLux/MLd77sCugf6RvXunDh3aNT194Pr18z/++PTHH58+eXLn6dO7Hz++On9+5tSpY7OzR+7du/bs2b1Xrx69fv34b8r76pXzt25emZs9fu3qhbf//c77vwTe/5/8fvT62ZPnD969uHf12PapZvdkSHq4Xnl9yHlxyH1h0LWrkutALguQ1m4rZ26vYI05sH+D98Yy/KAD3WkAdhlBg07kpB/foy8JM+J7tIBuTUkM3mHyWnH2D9SELynJX8kga7zs4vUm6ia/dMIj3h6S7IrId0aUkwHRRjdvyMEecHL7HZyIku4T4HTYAmFJInzVH4CLfkFc9w1y1e/J6d+RUr8npS4uXPib+F8sSPrVAtiKXxmQSf0aYJSUsEEBOdFgONsXuri5/fqBiRsndt07tun+3I7754/8W3g/uPufgfe/3nmjYFA8GiXicVUy6ejQYF1VFAktjSV1J8atIWIxSGhpKOBvqKlmUMgdLc00KjkleR0EDFQqZEQCTiGXJq1LYDJoUqGgNhrhs1luu00hEW8cHFDLZUhoKZtGkgo4q5YuKrPqdXJh8uolRZlJsKJMYEY8KHMtCwMiQwuYaGBx6mpobhI4K4GGLU2NW7L8u9/nJ68gwwutchYLVcjBFBs4RAEBAsqOL8lJYJGgRVkJGWsW569bCclJYxNQbAomI2VNSvwySF6Gjs9CZKdnJ8WjQEUpa5bDivMMchGfRoQV57GIGFhhdnFGUklmctwP3+Ylx8MKs5NXLk5ZtaQwIzluyV++/e2/JC1bWJQaz8FBsUUZyLwUbEkuDpC34s+/I5aWVLosyJICAZUo57J93jIiAVce9EslIrlMopBLDXptQ31telqKQi6tr6sRiwT5eTnLli5el7g24Pf29nQBAcVLFi/SalQxpa7VqEhEvMlgPHLo8Id37+d/+rhj6xaDWhGL9jywe8fJo4d617dJBdyqUFCrkAIKcm1Gnd/tOLhnZ09Hq9tmvnnlIp2Eh4MBZXZLVShY7nV7HFYUFByrqmxtqK2NhBqqajaNjFycm/HZLTQ8squpmkmA86iYg1uG1FwSBVZIR5ZoeGSdgCqiIF0aYcQssouIMnKpiAD26wR6PgmclYAFZDGxxU4VvT2kt/IRYS29L2oxC/BkUKZVRDELybiiFGR+EhWaZxQzQnaNhkcuSk+mwEEGPr0taFdSUQw4QMGm5iat9WrFg00RDZsopaC8WjEfV8rFgGVUNCQrmYOF0eBAYHoiHQGSUHHQnNSCdau5qCIxAWyX0HgogE1E17GIbHgJqSS3MxpsCXmVHEpXQ1Vbbbijsbqztb6ztbHMbmmpr6kKBffumGqqrRKwGQM9nccO7pOJ+HQyIS0pweuyD/Z1796+FQkFMyjEcMBjUMtZVGJ7c4PDYhwbHXn74+uY8q6Khupqo9smJ9a3Nh09sPfMzPTWidHYd8YhYTIhry4argoFZ48f6eloPTs7vXGgl4hBKMT8qlDA77b3dLSoZaK6aKguGhob2lAZ9G4eHRrs7Zw+vH94Q7daKqegkFv7O7UsTJtPv60rKieBhLhiATRNgsxSEfKdQmSdjbOxyeqSIoS4FJcA7xITBdgiAiBVSgboGCAHD1KjJ3rpKd0OSpudYWIA1FSgglyCz18NTV0Ez11CgyVbpTi7jCKjwND5qbjCrCq7sb3CxkMXS4gQGRmqZWFag5Yqu1JGhvpUTDMPKyMCySXJwHWLgOsWITJXIjJXonPWYHPiYKlLYMnfE7JXsgCJdjbUwYHZ6AUBMdLGhMsxIB0V11Xpj9q1fXUVU4MdY31tLbWVWyZGHXZrW1N9dYU34nMc3rfLZtQ21kS2jI9MjAyIeSwyDiXmsTZtHBzq62ptqJGLeNXhYLnXpVVIWhtq+jpbmuuqBnt6/qa8r129MD//7tXLJ8+ePnj744uPH958eP/62dMHp0+d2L1r6trVC9evXXxw/9bbH198eP96fv7D2TMzx48dvHXzypnTJy9eOH31yvmzZ2YePrgdU+3PHt1//erZq9fPXr99fubM9NT4wNEdkyd3Tk5Um/a0lO2tt4+6RBsdvB4dSV2yTF60aGuYsz3K3xrmjPkpG72kiSBlcwVtPEDudcB7LeDxMvTeStpWL7aBt65HXzjihnVowe0aUJiTwcn+kp//raJ0ZVgMaTVR2gKi3pC81yce8Eq2VOomo/rRCtVIhbLXzR0OyoYDyl6nrMsubDOxgnyIGrEWlvRDyYo/FXz/24JvfoNY/h0+YXnJ4j9nfv1rctIf6Slf+klpIxZ8m6jQi4kfshB2RWR7290zkx3Xp7ffnJ56cHLLw9lt9y7Onjl3dm7u6MWLc5cunbp27dyjR7devHgQc3e/ffvswoXZgwd3bto0dPPmxQcPbly9evbBgxv37918cP/W6VMnZk4evXD+1JnTJ8+dnX3z3++8/8vh/a/8fv3k4ZPbb948evHg8uk9G7e3erZF1UfqdXsaNBPl/CpRCXXdL22oVVsruNtCnAkv9W/wHvUQBh3oDl1JpwE45EJtqyD3GYGVzLX9RkivDhgbm3vRyxkp3/Jzl6gRSUExrMXK2OARjgXkQy7hhJe/2S/cHJBsDkjGA9KNXlG/k99tYfW4ZM0GTrWc6GNDeQWrQT/8S8E3/5j15YK0b3+Wu/h3oLgfshd9nfHtH2BrvuHlLyvnFA8bUWXwZRFcwl4v52yH88yGykvbeu6dmLp1aPT2sck7pw7cv3r64Z1rD+9dv3/n6r3b/8s77//xzlsu8zgdbruNRaMGvZ7qyjCHQfeXuSUCPgGDxqNRJBw2buUKg0bttFoCnjKJWCiViIoK88EgQGNDHZlEQCHhFeUBr8vpslk1CjmdTCLhsHAIGAIogQBKli5aCCrKE/NY0JI8AhKCBOYv/PJXaHAhBwfBg3KwgCxkYZpZyqLACkml+WIqSq8QwEuyk1d9jwRkF6WsEJCgoPSVGSv+pKGhVSxsTvLS+BVfo+B5eWlrUMVZqPx0ChwEzE6FAXLjVy1CQQpZeKSYggckrUUUZmbFL9MJmTwikkdE0lHgtFU/GCUcOgYGzk2nICE569bkJccXZyQt/foPy775kkHAZifFQwuySvMzTRI2AwUCpcWVZsTpeTRIVjKyIJNPwiAKs2GFuX6rUUAlEvBYuUwSW2YT8FgiAcdhM21WMwoJl0pEBDy2POhXqxQoJBxQUgSDQkohoFhvm8VsZDHpgJKiUgiIx2VLxZLNE5tid97HDh1sbajdv2t7dbg8HPAePbC3taG2oTrS19lu1CiNGqXbZqaT8Bw6ZaS/t6+zvbu9xWE2NNdVU/AYl9W0b+c2i14T9LiG+ronx0Y2dHVUhYJ6mVIvU4pZbL1cyiBg4cACLg3XVh8SkOD1ARsZWoAoSLXI2HohzWeUCUjwoJpZZZVomCi7hNrgNwdNUhYGhAXm0nHFLi0rqKPxYEkKXHajW2Li44igDFppjpwKF+JBUipCQoGXW1UKFp6Nh/CIaKdCEDbJnWKalU8iFKUr6PjhjiYTj1rvNvHRYC2TELGoA1qJnk0y82mI/AwWuhQHyMuJX44D5CmYJD4BycXBrSJyk8/o1/JFOAgHUVzrNJBKsu1illcrpUCKar32Ko894rGXu6zlZTadUhz0uCx6jV4lr6msqI2ETFpVR3NDoMw5PjJYXx1hUkkCDlMpFQk4TLNeUxMJdbU1KSUCLoMS9Lp9bkd1VeT+vTvzn3+an//Y3tY0Mtx/7tRMVbh8x5ZNNy5fGOjpHOztqgz6rAatXMTXq+RqmXh9S+PUprGR/p7O1ka3zVRTWa6Ri/ftnNo8OhQOeDZtHNyzfcvk2HBzXVV1OFjhc4cDHiGHoVRoCRg0AQ7U8knNQVOFme838opSF5Nz4ow0qI4MdApQJha4XEcOaklOCbzFwq7WM11iIgtRwMMBuKj8Mhm+wcZVgJdE5KUNVoaeCeYiMumgJFLeCiEkQULIc8lwTR6FR0FlQDKkBEClUdzs0ZdrOBYu1iOjVZnFrV5dc5kmqGYHVKw6izSs4UZ0fLeQxAKmo9NXEnLicVlrSlJWUCHZZHCGhAhW0yBeObXRISkTYxXwODcHaCAWK7GgoJzXWxmotuvaKlxtEY/bqKj0u8p9ZcGAz2bS11UGqgKu9qa6umioOhxsbag5uGdHa0ONVMAxaZUeh0UtE3md1nDA01xXVWY324xanVJaZjfWRir61q+f/zz/8umzmGHt/fsXH96/fvf25aef3v708ccP718/fHD7yOF9W7eMHz2y/+SJI3Ozx188f/Tm9bNXL5+cmpuemz0e80vfuX0tlpn69scXsSvnp3fu3r1x9eK5uaPHDuzYuXnr1MTOHVu3bpmY3bH+wEB0JKwNCWBOYq6HUcgrXqzBJfX7SGOVrM0RzsYAZcRN2OQnTwVpW/yUHie01wIed6EORBjbyrC17LW9hqKNXliXCdamAQdY6YKCr63E5DJmfrOJ3O8XtnrYvQHhaEi+LardU2XYWandEdHurjNtr9dvqlQN+2XjAfW2KuP2Kt2gi1Uvh1hoRRJwAr9wDS9vlQSQpEbnSJFZQkSGh1HYZSIdrFXuC/NbuFmW4u965KApD2N/rWZuqOr6/uFLu3pv7O25sq/vyul956+ciznMb9y4cPny6bNnT5w5M33t2rlYE8mtW5dmZ49s3Tp6/vzM7OyRubmjV6+ePXJ43+FDezf0de7ft3Pf3h1XLp/7r3Wb/1t+/1t4P3187dmzW89e3H3+/O69K7Ondg7savb0WTlVSlSFuNROySKl/N7LyJoMizYFOZMVvI1lxAE7ZsiJG/MSB+yodm3xej1gyIXaHqL0GYFhRny/EbLBAB40QDdowQ7oIiUo3krKcXMAVVp8q4O13sUdKZdPlCsng9LJoHRTuXwypJwMazZVqIZ80l4nfyygGCoTD3sk7XqanwHQlK4T5C0T5i/nlcRLoOkaQqmgNF+FKo6IsN067N6IYNTFKIOvsRf/ZVAKPFwuPFZvOD0YvbGn//KOvgu7B68c23H38tzjezdi8H74v668/4dTMbvZBCgswCIRbrtNq1TIREKTTuuwmFcvX5awZjUcAmbRqEwqRadSwiFgqVCQlpo8NNi/oa+Hz+OwWQwKmajXacAgABwCNmo1erUqLWkdDoXMyUhHwaAWg95tt7DpFJfViIAAgPmZeenr4CW5xVnJWECWikPMS1xWlLLKImNDshNFFCQHB4EBcmGA3JLsJCK8mEeAoArW8bDFBECqhoYuSlpGxwEy01bErf4WDc0X07CQjESjhEdEgChYqERAx6FAEjYFnpdZ7bQGzCoZA48qyuTiYUIyClmY4dKI5UwCn4KjokrZBFRxRlJBagIGVEhBQuBFOZhS0LpVy2HFeYnLvndpxBIyEp6dkL7sa3RBBjA1XkTGMFEQFhbOxiHIiNKo11VUmO/3eYqLCkqKC0MVQQGfy2EzU1OSsBhUVbSSTqPQqGQGnQoBA50OW3JSokQs5PM4eByGQafGos6FAh4GjRTyBUcPH3n/9t3850+vnj21m/Qmrcpu0k9tGoulshzYvcPrtAEKcil4TMx7FbNiyUX8MrtFI5fcunppx5ZNIb/H67SF/J6Q3yMT8gxqxVBft0oqkrB5Mq5AzuNbteqe1qbO1nqvy7hxsJOGKDZLWTREMR1ZouIQTRJmtceUv265iY1sLlMpyOA6t0bHI5bpxBR4iYpLcRqEKi5KRiooVxKCCny5lqbjorV8Eq4ohY0stEppAaNEJyA3BO0KDmF9bUDDJvt1khav0c7FTY93jTWH7VK2UcCIGJUBlahMyh2uC0dNqrBeHlCJKrRSChwkoRONEp5RwjOIuUIKjgQFcAkoJix3sCGgZWGYsDwJAcpHAxUUdMSiDhgUIYvGLOFG3ObWqgqDXNBcE2YQ0T6XfbC3K1Lul4v4chHfatCODw8oJcKaSEgq5FX4PeGgD4uEjY8MGjRKl81s1CgserXdpIuGgiqZuLtr/Y9vYou9j9euXgyHAo21VeMjg7umJseG+g/v2z1z7LDdpJfwOQqxwO92eJ22xproYG9XY03EZtQOb+h+/uhef3eHy2qs8Ln7OtvKva4Kn9tu0vV3d1j0arfNpFVIVFKhxx/q7OwcHeyZ6G9tjdgNYgKXVEJAZAoheXJkiZ2N1RCBtOL4iIHhUWAdYkS7iW4g5FZqOQxYnoyBNospPi3TpyR5WTlBcWmllmIVoPmobErhGi5gTYAHNnHgVRZ+vVPS7FFETFyvglzvlLT6VF0Bw47OaKdfH1KzGmzSsIbtk1KanYomm6JczqzWC6v1Qh2pVI4udnBwZQISn4S0yNgsDEBKhvLQRQ4xKWoSKMklKmScjV4gLk01UmBtblObz+5Ti/wa8URPk1HOW99UUxsNm02Globawe62qN8p5rE0cvGGrvb1LQ0GtXzjQK/PZWupr+YxqWqZaPPokN9tV8tEUgFHyGHURioaa8LRCv/B3btfPXs+/3n+7Y+v37x+dv/+9WdPH7x+9fTzp3effnr76ae3jx/dPXxo7/Ztm2dnjl26eGZu9vjbH188fXL/xvVLV6+cf/3q6ft3r06fOnHu7Oz9ezdv3rh87+6N8+fmrl+7+PLu/TuXLl69cObkyUOzp6cvXrtw+uLZ63dvv3x04syhweEGq5FWyAetcfKAYnySgpHV4USPVDIna/hj5bQhJ27MhZvykqe85C47pNsEHHchj1Zzdnmxtcz4bn3eoAs86MK1aMEV/GwTPqFOA/dyiyoVyG6PoL9CNFop21VvON7mPNniPFJnPlxrOtpk21Gr2VVv2F1v3VNnPdBgP9Bg3hmVTfgYvWXMOhWiUYWsVyBrlMgmK7XBSa/3MEcrJCMe7qSXtSvA7BTkKVK+qCIkTphx+4L8I8220xvrZ0eqr2xvOb+r48LsznPXTscCUK9cOXPjxoULF2ZPnDh4/vzM06d3L16cu3Xr0q1bl+bmjp45M71v37br18/fvn155uTRHdsnJ8aHd+3cGis1efL43n/hzvtvP/9fk/MXjy69+/HBw8c3Hjy+9f7Nw/nXd16fO3CkMyQAx6kwaTZ6Ab9kWVgMGQ3y+pzUsQB3xE3ot6EHHdgYvNs0RbGQlqlyUq8BEKLHxeA9YkYMGWFW8EI7KS8ogHr4kJAK2+LkdHtF4xHttlrz/nrTrlrj9irdVFS/rcowVWPaVmveXmc52OzaWW3aHjUMuYQbbNx+O69JgW+U4yq4JbUKXJdDWq9md+i5E2WCjQbkLgeyx0RyoxLM+d80kZKmjNj9IfGxVsfMQOXpTe0nN68/s2/TnUuzzx/cenT/xqO7158+vPH/C95ul4NOoyjk0hPTx1BIOIfN9JS5JGKhiMcV8bhkPK6hpnrH1i0ahVwi4DOpFDqNkpyUiMOia6qjOdmZPC7bU+bC4zB/WfhtclJirLK6uKiASiHJZRIIGFiUmyUTCXNy8rKyc4uLi4sLsml4eEFaHDgvNT81joaBMHDQ0oJ0EgKAhxaxiQgKCggvzsRC8ovT4jPWLM5NWM4nInITlotIUBULq+UShGTEuiV/Tlu1CF6QDs1LlbEwMhaGCMnBAbOFBBgfA+VjoKTiPBmdQoIAZXQKIj8HWZDr1WvQRfnoonxEZoaCQvZrlcXr4tFF2QIiyqkR1/rtPDJWwiRr+HStgIEH5aGKMtUsAq44syhxKRmUredRiMAcKrwEWZjBJ6EMYnbsGIxOo1DIRD6PQyYRBHzuusS1XA5Lo1aCgCUiIV+v0xQV5sukYhgUUlcV5TDoXCYjMW5NcX4eohRCxuOUUkl/34b21rbPP336/OH904cP2pvqTVrVwT07D+7ZaTfp66LhWPlVS32NRi7pXd8W44fXaQsHvH63QykR4lHwhupI7/q2/Kz0w/t2l3sWN3XWAAAgAElEQVTddBI+YfUKk1bltBgj5X4BmxHye8IBLwZeajfp/W4HCYviMmkCJlnBo7rVPDo0V8VAmaUsk5RjV/J4BKiWT3GqeVY5yyAmKzkYIaVUgEeA0tbqeRSfli+jQqJ2YY1L1BSQyxjY2FzdIqGr2bioXVluFNuldBUNH7Foo1adTcR2SLheldgtF4SMKj4GZuDSGr12JRUjxJY6RPRWn2V9wA4vSPeblBGrbk9/13hzrUPKC9l1HdXB1oBNiAZKcKAOv0VBhHAhOSE1p9Ys0dDQQZ1YTEA2V3jCDisTj60pr1CIRLFtdF00rJaJuQxqbSQUDnjlIn5/9/pAmZPHpFWFggI248DuHWad2m0zF+ZkmHUqqYDjtlsO7NnZ2FB34/rV+flP858/Th852N3R6rAYL5491dHSWBsND/Z1jw31V4WC9VWVDdWRI/v3XD53uqE6EvJ7GmuiZp1ap5SppKKBns5YA8rxQ/ttRi0Zh5IJuY01ke2T4y6rsS4aqq8KN0WDShGnNhr2etwxV5eCR6XCi+RkBBdVpKTB6z1KuxSv5YD1PHCdRxjQ8c0CooGLEeKKpWQAtjCeCU8PGlgiRGq5kuDkw8pEyLCGTMxdCoz7g0eMkiNTHTxouY7sURJcEowcnRNkozwksJ8FCfIQIRE+KCJryTBsbpKGgTdwaUYC0iek15nk7R6DgYVRsxB+I6+7vmxHb2O5VmATkFp9xrGW8mavVoDOc0lJbkaRCppoJ2WHhbAWE7PRIiqTMDxKwXB9hZyKNsu4FR5rTbSistyvlcsrA+V2k66lvrqtsba5rsqiV+/ZvkWvkmkVEqNG4XFYDuze7raZVFIhnYRTiPmBMsfocO+dm1c2Dg58ePd+/vP8x4/vn7949OTp3bNnZuY/v79z+1rsSOzxo7unT504NTf96uWTTz+9nf/8/vmzh08e37t29cLVK+dPzU3fuXnl+pXzcyePXr9y/sbVC0cP7d2yaeOpmWP3719/+vTuw4c3Y/bdc+dOnjhx8MyZ6UunZmdPT7cPtip1LDkNHBRAneTUkChvPMTeHOFtjvBGA7RhL3nURx71kUc8xA4nar0TscGL21xJ21HD6NQXRFhxwzbggB045sOG+Hl6TNJ6O9tMzA7wSmqV0E4NqlmCqOfAK/CAGlJpLQnYxgJ28QANOmq1glKvYa63SDZY5BvN0p0uxfEK0/5u/0iFYqrOsKfFMlmt31Jv29Ye3NlVta+1fHezebKSM+6jtEpK1dk/6LIX9kpKtjrZx2pU083qA02qM5M1BzY2Hdm55dDeg+fOzp4/Nzc7cyx2RBerYnv29MHMyaOn5qZPzU3v3LHl8KG9Bw/sfv7s4YP7t86fn9m3b9u2beOHDu26devSjz8+ff368bt3z+fnP33+9PHjh3dvf3z55vVfmf0fwPvNmyd/e/49yP99ZsvTp3f/Vk764MGNGNHPnJkWkgAaVqkKn6HHJjapSycCzE1B1ng5p8+B7XNg+134QReuz4bqMkB6TNBBB/pADW+zB1vFjm8SJ290lA6YwFt9lAryupCooFxYpMOmBEXIsBgf4mMqmDA3rtCNB9tQxS5McSUTVS8g9Om46xX0Xh1rWMsbt0oH9Jxhq3BfrW1nrWW0XLGlxrApoBv0qDZX2bc1erc1eXa1uDdVqjZ6eUNmshebTI/7wgBYsUFP3GhjHKjV763SHGvTnxqpmJnqvHVh+vmTu3fu3rh75/q92/9T5X3//vX/2RPblz98eHNBb0+X2+WAgIEiIT8xIV4iFk5tnWxtaSLjcTaT0Wo0WI0GmUjoslm1SgUMDGpuapBJxXKZJDcnCwIG8nkcIgGnVimaGutlUjG0FFzmdoqEfL/PUx70w6AQIYcpFQri4xNUai0QCJSKuODCzKzE5cmrFqkEdCK8JDd5NQqYy8BBmXhYVuKKjLVLc5JWsggwPDifgQazMBAaAoApyVaxsHhABqogmYECrPzmNyXpa8NOAw6Ul5W4FJC9bt2KhSkrvs+MW5oTv3Lt998k/vBdQVJC0tIfsICi5GWLv/7lP0Nzs9YuWigkE/hoFCovx6NWatl0JYsqIKJkTKKEjgPnpjt1CqtKQoIWi2k4KrwElpeKyk/NXPEttihDRkXD89MwJdlUBJCNg2GBeUIBb13iWhQSnpaajMWggIDi/LycluZGPo+jkEvRKASVQnI57Rq1ksNm5mRnGjRql82KR6OK8/PYdBoBg2bRqNFQBZ1KC1eEPn38af7zp1vXrh7cs9PrtFkNWhGXhSwFbR4dnv/8sTLoK/e62xrr9mzfWhUKbhzoi2V72Yy6s7MnIuV+g1rBZ9F9LrvHYTVpVbGMFwGbURcNtzfV10ZCWydGx4cH+Cx6R3MDk0KkErDRUNCklpqVAikVgcpLZCMLG4J2CR1HhOSZJMywQytnYrh4MCQnzqZkqnk4ERFZblIEjBIVA2WXUaJ2sYIGtIhQIgK4NGN1vUff4DfL6SgxFUUqzceUZJJKckkludj8DHBKPDY/g4MAMaElfHQpMHUtOD2RWJLLggPrXEanlBPUCNv81rDTELLrnDL+SH3UKxe6FcJdo31OjdivEVYYpD4lT0mGkQtTFURIvVVhYaHLFFw+GlhhVHl0cqtKphEJSguLTBoNAgKs8JUV5mTWRcPDG3ram+pjRr9oRaCztakuGq7wlXEZ1H07t9VFw3qVXK+SuW0mvUrW2li3ddOYWCSIZZvPf/549eK5g3t3cZm03s52EY/tddkvnJn76e1ru0m/Z/vWmsqKI/v3DPR0drU1x04A+jrbY0HoLqvJ67TVVFZU+Mp8LtvY0Iam2qjHYTl+aF9s4zt9eP/UaL/LrHXbLYCSoqpwuVYmcOplPAJURi5lI3KNPKxDRsIVxYmJhQYerMohcMkZXFS+AFskwBXIqSCTAOVSkMxCtJUNdvJhDh7Uzi21c0vpxauZgLihKqOJAeLDU5nwVGj24tKMxaC13xQu+h02fhEq4Tt82lJ0ylJKXiJ47Q/J3/6mcM0iUOJKN48WlHL9Ula9RRk1SersymavNmoRN3sMFTphm9/cF3UHNbxWv77OqRDjChWwdZz8JVZCdpuRVqMi+sXEqElSaVb5lcJyo1zJp8n4dAGXoVXKPHY7thS+e9tkOOA5deKoTimVCjjjw/2DvZ3d7c0iLtNpMZw8enCgZ73XaQ2UOfxue7TCv2Nq/PiR/etbW358/Sa28373/tXLV4/279t5/NjBSxfPvHv7cn7+w8MHtx8/uvvo4Z17d2/cu3sjVnL16uVfeziuXb1w4+qFs6dOzEwfvnT+1KmZY2dPnTh3+uS1y+eePLnz/v2LDx9e/vTT6x9/fHrt2rmZmcNHj+49efDQ3JkTI9uGKiotbiU5LEGG+IUdVuxYBWtTJXdTJXcsSB/xUf4G7/VOVJsN2uNGT0bou+tY3caiCCtuwFw85Cyd8BHa1KAKZu6gV6yEJ2FSvoGt+6pwzcKMhb9P++MXSb/8WcEff1P01a/Qy/5MSlhITvwOG/8NNW25AVVcwcJUUGANbOS4kXu4zX+kzXu2P3J+MHJ6MDo7XH94oOHYaPvMQNOh9WWTUe6Yj9ohhyszf+DF/yZKTBpQY3YHBYfr5fsaFAd6yw5sbDq+Z9u+Xbt37dwa617bvWtq544tsT83D+7fOn7s4Inpw0+f3I+hPdbz/f7dq5s3L8YG7OfOnXz06NabN0+ePbv3/v2L/93w/ltay7Nn9x4+vBlj+fnzM24VzacmuwWQcmFJjw2/Kcga9zM2+pn9LvwGJ+7fw3tPhLXVT6jlJdbxEwYtwEEzZGcFs1GQ16QG1qlgjIKl4IRvC1d/l7/kT/nf/ir/z79I/cWCoq9+UfLVzxGLfode/Htm4iJe6jJ5zhoTKMOPL6liI+sFuD4T93CT+3R/9Gi770RH+ZH28iNdkb1t5XtafXtaXFsiyqmwZIOR7MakkFd/wU35qppTsl6F2eIX7QjJ99QpDnW5T+3ouXdl9snje/fu33pw/9bjBzf/A0j/B/B++PDmw4c3F8Rsz4kJ8Qg4NGldApfDYjHpOCxaKZXIREIRj1uYmwMqLnLZrDaTUSLgK+TSaCRcUx016LUgYAkSAWPQqXBYKYmIrygPjAwPKuRSv8+zc8e2MreTRMSzaWS9WuXzBWRyJZFIpFPwQhaJACtCg/K4ZBQWUlCQFo8G5aFBeXatBJSbUpKVSMdCKCjgqu/+UJiyhokGU+ElmJJsSGYcEZSVE/c9Ew1UsPAUeImcRUxbtShx1Q+rFn/z7e9/ufDL3/zp17+IW7xo2bdfr1uxPOGHvxSnJq1Z+E1xalLS0h+KUtblJsRlrF5BhkDyE+O5ODQgbR0wMxlVnE2CFpOgxTQsgooqpSAhiMJMp0YioqBL0uIz1ywGp8ezkABIxtqctctkDLyAjAZkJAqoeK/HbTEbIWAgEgGrqY6ymPSM9FQmg8agU8Oh8rzc7MyMNCQCVgoBsZh0JoNGxuNcNqvDYp4cHwt6PTAwyGWzbpvcrNfqxkfHfvrw8ad3b8+dmjOoFeVeN5dBpRFxSonQZtTFwDw5NqKRS2oqK+JWLA16XKODGyZGBh1mw/jwwNSmsenDBxRigdWg1cgllUEfHgX3ux2H9+2ePX6kvqry8rnT5+ZOrm9pVMvEtZFQZ2vT1olRl83stuhMCn53jU9MhOi5+KBFycRABCS4ScI0iOgRl5aFAUgZCLOMRoblkEC5bBTQKKSUqThCQomUDNCyoXRoakdAb+VhglpOxKYApMdhIQU5yXHrVv6QseL7tGULEbmpgJQ4cHoCCZQPzUoigfKpMFBhUryEjCGBCnjoUjEBqWUSnFIODQPWCegqOsHMZ3iUIqeMb5ZyAnatVyPqrfFbBFRY5hohukTPRNv4RC0NgclLbg85rRIOEVzY19Kwa3LCZbFoZDKzTr13xxSNiIt1srU11kUrAlQCVsRlOS1Gl9VUX1WpVUirQsGxof6utua7N664bSaPw7J109j0kYM11dFXL5/H+rw3Dm4oc1hDAS+XSVNKRU111VXh8pjzf2JkkMug1lRWENCI7ZMT2ycntk6Mdre37Nu57fih/SP9vYEyZ3d7i1TAtRm1Aja9u715+vD+XVObjx3c+/jerT3bt2zduKHMqm+ur4lUhibHNzpNmqjPpuaSfFq6kg4KW3gRm4iDzLNLyDYxJaDjO2VUPqZQQS3Vc5EUcAq+OF6Iz3fIcHZuqYFWbGIAdJRCrwTtEsC15IJOv1xFBSf/8KvFv/v7JV/+wze/WJDw9S/Tv/tdyfLvspf8CZudULT6L9lL/gSI/wGStLQk/nvwuiW43FQxplRNRgblPK+IbiAhwjJ2WMb2KXm1dlVTmb4jaKnQCRrcqmav1shB0/KWCkBrzMQcHxukQKRbGbB6h0qIBdsl3M297Z0NlQ6z1u0w10RCHrs9Oym5prLcrFMN9nZGK/xSAUevkpV7XSF/2eTYcHtT3caB3pH+np1bNx09sKfc66qLhk4eP7Bv97apzZvmP8/Pf/r86dPHe/dvPnx068jhfbt3TcUsVLduXjl/bu7e3RuXL509fGjvju2TV6+cf/H80fzn9x8/vHn39uXHD28+fXjz6P6tKxfP3Lh64dTMsdOzx8/MTV++cHp+/t3Hj6/evXv+/v2Lp0/vnj8/Mzd39PLl0w9v37774ObmPaP1dc4KA71SgmhQwQYCjJEAfSLMicF7o5865qf8VXk7kC0mcI8TuSXKONDMH7KBq9jx3drc8TL09nLqJgehRQTY7BcrYRkrf/cPXyxY8PO/X/DFggWLfv5/r/3iHwu//k3eV1/AVn6HiFsE+fqXkIW/Lfz6N3l//g18xXfMjFU6SEYFFdQkJHcrGeN2yZYy+bZy/b6WwP7O6P7ehpn+liM9gS1VgmEvtUONUeYuJy79uRmwqIaeO2jEbQmyt0YkI1H19Lbeq2dOTB8/eu7s7Km56bNnZibGh9vbGvfu2X7o4J67d64fPbL/yOF9t25euXH90pnTJ8+embl54/LHD2+ePr375s2TmH/txYsHsff/A8r7b7L7+fP7jx7dir1cuXImbOH5lMSgFN6oxwyWUcd89BEfYzTAGnATYvwecGJ7rcgYvAfsqF1hxq4wrUWaHmWt7tUXjthgB6oFQ2Z0q7KozYApTfz6VwsW/HzBgn9ZsOAPCxYs/tmC9F/+XfGf/gWy8Lf8zDj86m9Kvvp5we//MemfFsCWfYla9Wd2+gotON1PArcraIMm4QYDZ8wt2RW1HGkvP9xZeXKg5nhXYLJcPOZhdetJZfgMeuIfcCv+2YlKquUBew34SQ93S6V4W7Pt/MGxJ3cuPrh/Kwbvp49u/yfI/a/wJpMI+Xk5Br02lv8Fh5VmZqSlpiTxWEyHxcykUvBolNNqgYKA4WAgUlEOBBSjkHAcFq2QSylkIhaD4rCZfp9Hr9MIBTwkAsbncThsZpnbCQKWUMhEhVigUylDoUqtzpCWlkbEIc0aCZ+KhuSnKfk0tZDBp2LyUtakxy9NXbMYBcylYyFUNCg3eRU4OwkDyElb+X1xahwRUpCfsJgAzNTxiI3ljjKdGFGYwUCD4QXpyWtW/vaXP//L139c/sNf4lcuK8zNKcrLzc3Myk1KpKIQwOxMZEnRuuVLUYBiUE5W6uqVy7/9+tf/+A9JK5alx60kQQHg7NTEJQsLU+IgBdlLv/2KgUcJaQRUcfa6pd+RYSWgzER0QVpMc7MwEFRxdnbi6tTVS7UiTqQyRKdRkAhYX283g06l0yhxa1YlJsQvW7o4OyvDYjbSaRSxSGAxG9d3tPF5HDqZpJRKjFpNNFRBwmGxSERDTbVMJDTqDZObNs9/np//6ePU5k08Jk0tE89NH7XoNetbGlFQMI9JwyFhsY6N5rpqq0HbXFctE/KOHdwXKfdLBVwJn1MdLo9lepfZLY010eENPds2j8eM6+GAt7mu2uOwSgXccq+7vam+Lho+fmi/UipikbEes2qgKeRRc+1S+mBrlV0l1PIpeFAODVEsosAlNKRVwVBxsXhwhpqNYyKLSOBMi5gsJoFxhYk+LXO42Tc92tThUThFBK+GhypKL85KXrbou5TEeGB6Ip+AZCDBLHQpBwvj4RFWGV/Lo+NLgTwCVsGm4oGFkKzk3Lhlaxf+kYsppaBAQgqGh4XhC7IFaJgAj8CDC6xqkZpFkFJQPAzYJKDEPNImDl6CAzpkLDUTiy3KEtNwmwZ7xwf6LDqd02rZv2u7ViE169S5GakUPAZYmBcr85YJec111cMbegZ6OgNlzki5v7muekNXx8TIgEzIDfnLDu/fM7FxqLWl6dXL5x/ev53/9CFSEdAqZb2d7XduXLWZ9Ga9BgIospv0bpt5cmwk6HHZTXqrQdvd3jLY23Vo764KX1lsT7Fjy6aaygoJn9PaUNvRXD862De1abQuGqrwuTePDm2d2FhmN3ss2gqPfWLj0PZtW3dt26IUcWQcctRtqHLyXUp8hYlV7ZQqaXANE82EFkiJCB4yzyEmuKQkMa6QUBjHhqdykelaJsjBg2pI+XJslkeM2tzs2tJaVqmlhNQkNRtTlLTkl3+3YMkf/3nVt78uWreCVlrAR4MZSDAFUmgRsgwcsgAFgKeuogHSqYUpJWnxoLS18V//FpywkgfM4xZk6eBARmoCE5InQAHIxRkyAsQuJLskNAMLY+JidJRiVkkcq2CFmVxgJhfpKSAjC4POTXIpJMd3be3raKqtKt++bfPoUH/YWybn8oCFuWQcioRFxmrOfS5bc13V4X27vE5rrBu03OuaGBno6Wjh0MkDPetnTxwa3NA1PjI8/3n+w7v3P/74emb22NlzJ1+/enr/3s252eNV0YquztaLF06/evnk8aO708cPbZoYuXzpbGwjHqv9vnP72ounD149f3T5wulTM8cunpt78vDOi6cP5j+9i4m8jx9fPXx48+LFucuXT58/P3P79uV3r9+8evN81+HJ1kZHlYlWJUV020ijEeGQjzpWwZoIc8bLGRv91PEAddRHHi4jdNgQjXpAtwOxvZp1rF2y2Yeu46/rkKVv9hKO1ApO1Ag3yEBTfpGHBV/1xy/+acGCXyxYsOiL/waPXyTIXeXB51UywRNB3c4GT6uY5USBBbnpnPxMESiPD8ggpS9HrPmTMHGNLC3OBcoJYIr8eGCdmLzeKm+1qrZUBfa3+7bVKze4qC1qvBGSRFz5a0HGV0FCcpsM2G8lDHu5HR7RhcObnz+4ceHimWdPH9y/d/PG9UtTWyeCgbLyoKepsebokf03b1y+cf3SzMmjt25euXzp7Nzs8RvXL12+dPbs2RPXr5+fmTl88ODO+/evv3r16M6dK69fP/7fDe+XLx8+fXr38ePbL18+fPLkzuPHt58/v3/t2rlaO98jRgTFpZ020rCXPuCmDHloY+W8IQ/pr+Lbgem1Ijv14G5j6QYrYk+EdaCG06XJC9NXdKpzx12oY42ybQFmt6ZkqIxJLYr7579b8A8LFvzi//qHJX/8MmfVEnFRsro020OD72uu6HdqrXiwgwRVgLPx2at5kAx2YRJ+3Q/E+O/pCYvEGavtkBwrPM1HKm5SUvvdit2NZSd7K/bV67dWCJvVRC+lUJD7A3LJz7TAFWFGbr0QOGQmj4akk82OW3O7Xzy5ffvO9dt3b929c/3Jg/+M7I7B+9GjWwusFlNiQnwsaSRWWPmnr77UalRSoQAGBol43LWrV8lEQr1aJRHwO9taTUZ9rKok5ppOWBsXq6muqY5CwMCC/FwyiWAy6uGw0rg1qxRyqc9ltxj0AADIYDRLpVK5hF+ck4IG5aoEdBYBruBRMxOWA7KTANlJsKLM3OTVJEQJOC8lK3G5gIxioMH561YyUCCnWsRCFYPSVxNBWTREMQMFIMOKiaWFAjIqLy35q19/sS5u1epli0sK8rMzszLS0uPi4kQsOptMyE1NouMx+ekpkMI8jUTY2VRfZrekJ8QBcrMA2ZnA7HRUcS4WWJCfFBe/bDEOCizKTFmzeKFGyMYC8+AFGThQfuqKv2Ss/oEMLZKzSKCctNgjYdMaG+ri1qziclhGgw5aCs7Lzcagkbk5WUQCDg4rxWHRcpnEajGRSYTcnCyZVNzSUJ+Vlpq6LlEmEgo47LiVKxQS8frWFjgU1tbS+uLZ8/nPnx7cuW3WqYGFeQa1wqxTi3lsHBJWmJM5Pjxg0Wsi5X4xj41FQLvamptqqwZ7u+amj8aqviPl/uOH9hPQCCaFGA54W+prhjf0CDlMJoVYX1XZXFcNBwOkAm59VeXeHVMx/FSFy9vqo16LWkZD+rR8n5bvM8r8ZhW6OIOFAbEwIC4ezCNA9CISjwhSsNEVFqlZTOHjAdUuVWfUqWNjVHSYgYup0jFsbJhfSdeysfUBGzA3bfWyH8AlhWhQHgUFomNLIflpPAq6wmU0ynliJoGMhAvpVCmHvndyfObArkqXBZafLqHisKWFFjlfREQRS/LgWSnYomwVl4qHFcsY+JBdIyYhzCIGA1ZAK80hAzN8Gl5AL+ZigWRokYCMHu5ub22oIeGwo0ODsQ23TikTcVkICNCsU0v4nMaaaMjv6elo9TisPCats7VpcmykMCeTx6RVh4NqmYiERe7evrUqXC6XSe7fuxMbm48NDyChYCaV5HHapEIei0ZOT04s97rHhvrDAW/I7xHz2E6LsS4a3jw6HJttVIWCWydG+7vX790xRcKizDp1baRi746tEyMDFr06UOboXd9aZjfDwSV1Ie9I3/rpIwe9HndrY11bfbSlKmAQ0TVsULVTGDSwKkw8E5+goqGpoDw+GkwBJBk5SLsIryCXyMmFJh7MzIdHrZwNYa1biOBCEi0sUJOD3+6R1FnYZibQoxcpWNjlX/1izTe/Lc1MwIPyUMVZDDQYkJViEHPHe1qVbJKaRcAVpZn5lAaX9szxfTsnBhgoUGlaAjEnVQgsNOMQjPQkdFYSJHklKiuBCsjiwguCGp5HzhRhSvTMUnLhKljinwXgtV4BwsFF8BF5uMJkt1ZzYv9ep8UQDvl37dzqcztsOo2cy4ECizBwiN9tD5Q5hvq6utubA2WOcMAT9Dj7uzs6muvRMLDPZWuorlRKBD6X7db1Cz2dre3NTa9fvvr806f5+U+HDu/ds3dqdubYoYN7Bgd6HHZTRbn39q2rTx7fu3nj8v59O4cGe8+cPvns6YPPn97Fqkpi8P704c2dm1emjx44efzQy2cPP7x9+fHdq/v3rz95cmd+/u3MzOHt2ydu37788OHNFy8eXL9648HT+8dndwx2+1tdnGYVasjP2VSn+hu8/63yjsG7WQ/otsGnoozjHdJdleR2aUaLKHnMiZ5tkV7vNQ8qIVs9gk6rCJq+9vc//8d1i7+HpidqCGA7BVglw6238q9s3/Bidu+E37nepG6zGkZrInPbxm8e3zVY58HnrxZkpinyssTpa+lrFpFWfkdJXCouzjLiYVEJZ1PUvLPZ0GUn18txDnwhOeErYsIXfsLaOmHBeh2mz8XtCqiuTO98ePfK3JkTsT6SC+dPbZvaFAyUuZyWrs7W2Zljt25euXf3xuzMsWtXL8SO4GNegePH9589e+Lw4d17907du3ft1atHN25cePr07v95eD97du/KlTPdFaqwGlerQQ/7WKMB1gYnaaCMPhL8K7z7HNh+B6bHgujUgzv14B4TdE+EdaiON2QFRZirOpTZMXjvjQjWywonygUeITpp6dd//NW/rPh+Ib4UbJEKOuyyiSrnRI3r4dFtZ7cODIRdOzpq9vW1dEQcZ/ZPTE9ucHBw6IQlpKRlzOSVxJV/oScuRC37kpa6VF6a7uMgBj2yLWHVqIdbryb72SAFMA66+Gfi3EUeQmqElderxQyFFDt7Qg+vTL98dv/m7Ru37966d/fGfw7eMXL/FdKhcssAACAASURBVN75eTl+nycrM/0vC7/NzckqKS60Wc1Wo8HjdMTCU7lMhlIqqauKdrQ087jswoI8v88Dg0K4HFZba3NmRlqslgNaCs7JzozNjQf6+9LTUvA4jEzI0yoVEAiUSKI4nU4kDJSeuBKSnyplk/JS1nDJKCQgh4oG56fGOfUyHgUNLUyHFWWUZCXmJCzPWLNYySb5TUqXRowuTBGTYXhARsrybwUkuJJDTlr2nV7ERBTnZ8SvQQFLwAV5Ii4Lg0bCYaU4HEavkrtt5vys9Fg9FwmLMmlVLqtJqZDw2QwmhQgrKaRj0TgIIC8xPmXZosx1a0tyMnNS1mWti+OQcWQEWEQnluamFiavzl67HJCRiCzJw0GKOWQcAlDAJmElYqHdZmEx6UaDLjUlqaS4EI/DoJBwPo8jk4oL8nNJRDyXw0LAoQlr44oK80HFRaDiIhaNCiouwiIRNBIxHAzYTMZSMGTr5JaY2/zpwwcCNsPnsjfVVmWlJoGLC3hMmlYhjfGgqbbKbTNHKwJ+t6Otse7k0UM7t242qBUeh3Wgp5NBJmyfnGhvqschYeVet92k57PoDDJhfUvjmZnpmPK2GrT93etDfg+HTmltrNu4oZNPxRBBWV4NL2JTsDAgl1ai4hCdaoGYitrQFJIzMXYVS8pAUBF58Nx4MRnSVe2e2tAQsctNfEJAx2cj8tmlGYM1LoeYxMcCqj0mLKSAgUcI6ASnQWlUCN0mtZBB9Fp1YxvWO/QKJgHptpkNakXI4xrp7Rrt62yKVqgFrPoKr5BBdBtUJjGPAQUxoCAKFEhGgOEluQIyymOQG0TMiEtPhxVRoXlkULaChlCzcQYB2a2VOHTSSMDdu761Nhqx2yxepw2Pgpt1ahGXZTfpu9tbTFoVh04p97rNOjUBjSBikCwqScRlCTnMoMdFI2IterXTYpidPlobDdttlr/uvH96f+rkcTqZ0NvZbtAogUX5VCKOiEVVBn0zxw631Ne0NtTGAmujFYGDe3Y+vnf7xJGDPpd940Cf12mrDPqmNo21N9Vr5OLKoLe/u8OsU2kVkv27tl0+d0oh5ofKrNFg2chAn89b5rSa+jtbOhsqeQSokg5pDxldcpqegzby8F4118DFa1mYJrfSIcI6xTgluYgOSiQWrnJJMBOtnsGooc7CdgngNg5Ejs0KqUkjNWYDrbjcJlMyURRwDr4wTUSAuTRCKZsoZONZWHhTyDe9e0rOIjnUYr2I1VhRNt7TOrV5aGp8wKTgR5ymiEXrlQqMFJwECixNXlOavAaTnYzMXIvPTwnpReVagRgLUDOhXEQmPHUhKuU7HanIJ8EbWSgtC11XUb55eNDjtJW57XW1Ub1aoRLw5BxW7DBs97ZJqYCjkYvbm+qCHieyFMikEDBwiMtqdFoMddGQRa+2GbXd7c3Hj+zt7Wob2tD36eNPsZ33ufNzs3NHT81Nj24cGB7qm9w8unGk/8XzRy9fPH786O7FC6djOvLZ0wfzn9//P7y951fceXrtK/vMPWs8HtvjmfHEnumg7pZaagUkQORMESrnSOWcc86ZKqqIBQUUOeckkIQklAMKSChnFEBCQihnTYv7onz6+trXZ3mdM/es9X31+wc+v/08+9n70w/vogUk714/e3j/zvydG4sLty/Mnrpy8ezNaxdvXL1w9ersrVuXPn168/Tpg2vXzi0u3p6fv3Hv3vU7txfm5m8dnd7eWW9qcdDatJh+L3uwXDJYTBkLMreXskZ8lOjOe9hDHHTh28zwRn1huxk66sUdDbMPVlK6VFkN/LhOde7xata1Dl2HpKDXULSjXO+TkIsKkwmFhVIaOeS1RkrdPQ3lXXXlN84cm788O9Uc3tVYM9nRfHBscO7ciQ9P7l4+MVlqFXX6PDtrqyMaiR6RL8lNRH3/Vd5Xf8DGbuRlZ4RV9ImQstVGDcnwTgqYnPAlavMvzPA1QXpygxLV4xLsai65MXPg2pVT02eOXLl87sb1SwcP7Nm5Y7Srs2V8+9D1axdfvXxy6+aVWzev3Lxx+fChqf6+zv6+zn1Tu87MTM/NXX7wYC56WvbixaPXr5fv3r32+PH8/wF4P336YHl5IWpei74rV852lUiqNbiIHjtcTB8rpvXYib1OyqCP3e8i9NixXVZ0jxXVaYK3agqbVfmtmsJdxcSDFfQJDzLM2xoRJfYbQUeqeIcq+NXsjO3FnAGfWE3IRafHEPLTfDrZSHP4cF/oxtGRE2MtS1eOPbo6fe7g2J3zR+9dPHHswNi753dW3j06OtFV79KO1ZbsrCv1C6iKgmTod58Bvv4d4NvfQzd9YSTmd9h4Y35ZWEvzcxFySCx0zT8wkj6zIGLKGZldGmRvqfLUjtble5eXHz+4e3/hwcP7jx7OP126+69pLf/h/Wfwjg7M/xXeRoNOKOCJRYIiEoHDZtqsZrVKIRLyCRh0TkZ6b2dHWYmfSiKWeD1CLufE0SONDfVMBk3A53I5rKzMdKfDhkLCKWQSh83MSE/dvGkDkYCTiIVCAS+anGo36XksJgqFIRVRMjMzC/OyBEwSm4RgEuBEeH7S5jVYcA6qMLMwYxsOkitlF9GwYCYBBgOkQDIT8pJi6CggMjclO+57aPoWNqYAnhmLAiRreGSHWpT4/eqcbRthaUmZWzYgARlsIpZFxpHxaCwGzmJSsQiox27RKqRpifEoKIhDp2xev3b9t6uzsjK+/OpPdFpRU121Wa3AQwo5eAw4LRmQmbb2iz9986c/ZGzbQoCDMMBcEhyYmxSbm7D5u89+nRn7fWF6Yl5KPBkNY5GwEg5TLpNgMSgIGCjgc3NzsnBYNBaDIhHxba3NZpNBpZQnbIsr8RfTaZSCfIBMKjZqNUatRsBhcxh0uVgk5HJUMml6cpJKoTywb//KD59WPv1w7dLFxtpqs07d19lGxCBH+nua6moiNVU1FaUMMtGoUS7eu11dHgxXlnW1NnW3NX9883Kot0shFkyOj5KwKLfN3FhbLRVwfS67Qa2gELD/Vogb1IpgsXt8eMCkVdmMOgGHScEhdBK2S8Wt9ejkVISWT8GDss1SFhMDpCLyQh69Xkixq1ildjkLly8iAyVUsIqNpEDSKJA0FR3lUbLVDDQfV3h694CSjiIUpuILUuioAg4eouVTnFZNidci5FIMGrHLpi0rcQz0NOvVIjQcZtbr9Cr51o3rSSh4QWYaHgYMlXgunTlm18g8WoWGRROTcAwUNCNuEyg3lUVEeEwKOYskpmOEZCQ0MzY/YT0dkctAAlQcgl7E9JiUkVCpz2P/15ycqvIiHNpq0FoN2rpQxfFD+/u72h1mg0mr6mlvUcvEfBa9r7Otsba6v6u9qrQkVFZSXR6oCBTbTHouk9bYUP/ph4/v3r5e+fTx4NTu/Xt2VZUFgj4PuABw6dyZjpbGxtrqSE0Vm0buam3av3tnR3PD7omxxtrq08ePrHx429XaFK4smxgZZFJIk+Oj9dWVdpPObtKZtEoxjxXwOisCxRMjA6MDPSUOY7jcX19TFa4JOSxGCg6BAWVbZGynlOWQMJnwbBYih43M0XMwShpMz0UFNHSbANPgkTtEGDW1QIhJM3NhQmwKC7hFgc+IwluBz6izcgarDHJcuoAIZKNzbbwiEx3rENCCRqlNI1CKqU3lbquct2eoq7M+FHRZvVaTx27hs1nQwhwsArRl/WqvSTPUWndk+0BzwF1h0TJAAAYoJ23N5wlf/RabGW8XUooVbLeUoWAg0dmbEr76e2DMHxgFW0SoNLsAX6zmVAeCNoOh2Os2GDU6rdLrsHhMhrZQVXN9zYE9Oy+cOdnf1Vbm93S3NVUEinlMqkEt72lvPnPi6Eh/d01FMFRWUhcqb2+qD4eCoYrA6ODAyqeVv3z4+MMPH1+8XI7uvEdH+qOBIU+WF9+8frb0aGFhfu79u5dRcRm1rUXD154sL755+eT6lfNzNy5/ePvi5rWLB6Z27ZoYOTC16+bNizduXLh//9b7988fPrxz7dq5+/dvXbly9uq1ucPTh4ZG6kNedrMZ32XAdTloHX7usJ+2vZS1vZQ1XEwecBOHPcQhN2HAieuwIlsMoFYdsMMA3OXHH66gDOrzm4TbmsTxO7yo043yViWsVYOdqtHvrjX1+sU2CtLGJoZ9lramqh07BgZ6W26cP3Xz7PFLx/edPbr32P7JibH+1qZwVZmrttzZ2VAyd/nCqwd37s0eO7O9Z0+k3M+jIGPWbvr5T1P/8DtuXnzERG51MGt19GIWmpX1PSXtcwPsmwAjuVVHHPApz+zsvnJq/4kTU9OzR/fsntize2JifPj4sYMXzs8sPrgb7Xd58fzx8uMHj5fuHzt6YOeO0cld2+fv3frw/tXCws1oAcbCws3nzx++fLn06NHd16+X//+Gd3TtHV11/4jw2dnpBiu9WoWKaFH9LvKIh9LrIHU5KL1eVq8D12VFd1pQUXi3qAsa5LmNCkCvHrSrGD9VSmyWJYfYW5ok6Xv81MOVgjoJdDIgnI4Yhl2sBjXexYKUqTltZfbTe9vPHug9MdW9dO/spTN7z56eWl66denCsYvnj969ff7x4o2bF4+fP7H72d2LHx7dvDo9eXV7X7tdp0CDM7/9fPVPV2Ws/hc9HtDpENUY2AExXoNOwcf+npfxlQURE+bnd2tRg9XmuZk9Lx7NLT6cn198sPBw8dHD+eWHt/+X4f348fyq6Lg7ZvNGLoelUsoBudlej4vP41QEA2w6TcTjquUyAYcNzAMgIGAmlVJfF3Y6bHmAHCgEJJdJ7DaLSMhHIeEQMPB/NIqhMGikx+1UKmRMBq3E4ywE5P70pz9bt34DFAqFAAEpcRsQ+Wlx67/KS401yLiAlK0YUHbc+q+KkIVJm9cUZsQz8NDMbRtYOCgNBYRmJoDT47EFGZkxX5NA6fDMWBEFhQdm0FBAUHo8LDup1mmRkDAMBFAnZMeu/zolblNC3MbkhBg4uBAFA+dlZ3AY1PqaKlB+7hef/d6kU0NgYDQWVUTCaRRSh0FLRSOldEqJSZ+fnbF29Rer//i75K2bSUgIAQ6CZKdigLlpMd8BEmOAGUlpWzcwCGgZl4GHQ2Q8dh4gJyM9lUImsVmMH0NaOtpbo9Nyv88bqqqIVqaikHACHttYV7t3104xn8dh0HksJptOC/qKK4IBLBoz2D8QzTZ/8+J5QziERUAJaMRgT2e0BrSvs60i4NsxOuR1WANe10B3h4TPEbAZWoW0q7Xp7MnjVaUlNBJep5RNjAxGaqrClWVkPCbgdemUMqtBKxVwaypKeztaIzVVXoe1t6M1Oy1525ZNwLwcnVzIo2BY6HwaNBOTE68TUMsceiI4yyCic/AQDY8Ez453ajgMDEBMgwfMPL0AZ5aQBIRCIREowBVKSBCrkObRiT06sZpbREfk+vSiQyNtChqypdRm0klhoGxaEQoFyysEpMpETLWcJxezujrbu9pasUgEIDOtq7UJAwE21VSJ2NTTR6ccWnmp1dAc9IUcFmx+9sbVfyrISipCFir5NKdeKmMSZSw8MjeJR4TQEblMVF5LpbvcaShx6DVSPg4NM+i1Wq3a57JLBVy7Sd/eFDk0tbuxtnrPju1Tuyb2795pNWj9bgeHTulsabxy/uzy4oLNqIsaqSI1lft272xrimjUyuXHj6LK+87Na5FwKCcjVaOQTowOaZWy/Xt29XW29Xa0Hj+0v7uteWywb/rwAZ1SxiATO5obLs3OnD153GE2hMoCZX7vnh3bq0pLPHYzj0nVq2Rmncph1msVkn2TE5PjI+31Vb1tDY11NclJCTBQAQKYG3QaWFiQmk6EpcSR8tNLdAKLsEjLRggJOR5VkZoKFGGzqswcCw/hEKFVlDy/mmjkgNSkbCkmVUnI1BTlOHiwSh21WIJRk7L5+LzekLMrYC1VcFrcBjERjAGnEHF5hQnfc7Fgh0ooYZJdVuNAf69EIsvLB5Gw8FKfk8soCrjNXot2rLelrswT8ttq7UYzh7bhN//41d//t4x1n/NRBU4xzcDCKdhoHg4ATlhNzF4vgCcFlOSJpkC5UaBXqnkstk6r9vm8JqNWLuJZ1cpIMLB/945DU5O7J0Znpo9cuzg72NOhV8kiNZUcOvnW1YvvXj69NHu6rbGuzO/xuWxH9u8ZG+7pbGv8Ed4rKz98+Pj64qWZ4aHe8e1D8/duLT1a+MvHN9EasZcvll+/evrq5ZOF+blzs6fm79168/rZysqHN6+fPVtefLJ0/8H83KMHdy/MnpraPdHf0z461Hvq1OF7965fu3bu+fOHCws3r16dffZscXJytLt7uK6ptrHZV+1hdzkofRZSl4PWXyGLus2j8O53EYbchCi8O22oViO4UZUXkWYO2aAHy4pGTMAWYUKjaMuwDXyiSTngonWYKXtCytMdtlMd5ukSUZ0AameC5AyYTk7lEIE1TkXEJraZZKdPHLh+40JHd0tJqbetrXZqd//MsR1Xb1+9cnX2xoXp2zMHZ7Z3DZe6VQjQ56tWfb5qVeYX/+xg5rU62K12UUBIFIK2iWBbPKRNYTGgz8kaLjPcPDpx5siuPVMjJ88fPTMzPblr+76pXdevXYxuFqK/Pm9eP3v+bOnypdnDh6amjx/aPTn+7u2L16+evny5tLh4O3q29OTJ/ShrP316838A3lFgR/V3dHh+6tThemNRvR7fZsINuYpGvdR+F7nTTu5wUHvs2E4LKgrvLjOiWZUfkeXUS7MbxRkjNvihKmqHOqOU+n2IFTfhIhyuFERUuJ1+4UxEczosPV2vbtbgrTSQmYNtDZvcFlZbg2vm1I4Svy4U9tyev3Tw+OSpU/tv3Dh7997FuZtnF+6ef75088nilXs3T6/MXZkdHajWq4FbN/3LqlV/WLUKEvOlT4CtMXJKFUVmch43Z50SvNGF29YoBXVrEWMN7mdzp18/mZ+/f2/+0aP5xQeLD+4uzl//X4B3VHY/fjy/au+unVgkYuO678gEPKSwYLC3Ry2XkQl4nUpZ4vVYDHoMAi7kcspK/AmxW1EwqE6rFosEdbU128dGostdPo8DBhUmJW4rLwsyGTQalRwM+Ht7ukhEfHJSQl5enkopLw2WUIi4gqwUBgEJyk6hoEESOh6YFlcXcPKLUMC0uLykGCYWwiHAUzd9xSdBdQJyETgNlRMno8KUDCQZnBqz/vOC7G0psd/lpMQIaFhQVgIoPV5ExdY4VaUWOR6UDc/PzkyML0hPTVj/zba1X65d89WGtV9nxW5FZ2ZhsrKBycnQ3OyCnAyLSiHjsFhFBCYJLxNyWVQSAYsgYBG5mRm/+eU/f/vln7/60x/yM1ITYzbiYcAt330ds+aPqLxtPBzAwEO3VzpqAg4IOH9LfBwKCd8Ssyl6ZbctPpbHZWs1KiaDhoJBxXxeQW4Ok0rBIhFrVn+Vm5mRELtVq1H5fV4EHOp2OaK3ZDwum8/j8Hmcvt7ulZUfVj798Jd3b6d27izCYtFQqFmnDpUF9k3uqAj47CZ9tLrK73Y4zIaovEuK2zLY0+mxWxprq+/cuDrU2wUpAHQ0N2gVUioRJxVw903ucFlNBrXi5ZOlyqBfq5CioCC7Sd/d1hwqC+ikChYeb5MLmAhAd8ip42L0IsLlU5M8OoFGQBARBVVeI58E5eML6r2aciNPWgSyiYuqXapSs5iFBlCgGXhgGjovScvBBg1CMabQQEV3+GxHB9t7QiVSMkrBLKLACjg4JDBlW0HSNnhWOiA+nggEGsUCBg4l5zEzEre6rPr6cHlpqUetkQQctrqyoFkp91nNSj4XkQ/YsvbbnKQERGYSh4CgYMAKIT07cQMTmV2qZBRz0Yd7/NPjDQMdYSgUzOQISUQqu4g80d1FIWBpJHxTXU1vR6uYxy4vKbYatFqF1GLQYpEwNByCgoHpZGJ3e0tDbbVJp967c7vDrC92Wj0Oa22owm6zRPu8Vz59fPLw/t6d42gYmEEmRvNWd0+M7RwbDha7+7vad0+M1YUqKgK+prqa6Ebm8L49tVXlJ48eWrx32+92MCmklkitTimVCbkN4arBno7yEm9l0Dd37VK4slSrksplIgqlaO/e3VXlJWIWiY0DatgYK68wbGU6hYgWv7LFp5URwTwkoFjBLVOj7VyojY+rMss0VISSkF0iAdfp4SUSODtvKz0nUYjIVFGzS3Q4j5rExxfo8agWh+70cHOLW1aippi4WFphVt6WDd998fstq/+c/NWfN/78Z7i4TSYigpIZz4VkJmYkhOoqmxrr+rraKwOBUHlZeXm50+2qqbJhEem//+Wqz37xtxs/+wUsMUaOhelIGCoKQCqM9QihQWFerQ7ZXSbe3uk3a6lUItagltOL8KU+d0dzBIeEGjWKnWND/V1ttVVlnS0Nfrc9VFZSXuItzM00qOVCDqPYaT12cKqq1N8SCU+MDPR2tFSV+pvrQ3t2jDXV1q58Wnn36vXKyg/v3728du1cX3fbgaldd+eurfzwbmXlw/MnD5cW7/3w4fW7ty+eP1t6+uThvbs3525dXXxw9+mTh+/fvYwifOb08RPTh48fOzi5a/vJE0cuX5qdv3Pj0YO7jx/OL9y9GVXkfd1tU7snrt+8cW7myPbWYJOV0W0lDdqJfRbC9mL2qJ8+4qMNF1MHPaR+F6HXie1xYLrt6H47otMIatMVRKTpHbr8MReyUwuIiFNKqVvqhRkn6mWTAXafCX+qyTzb7jrT6jreoB/1cNr19AAbS06NT/1mddy33236dn36b3/HSM8UgMESAl7GpjttxoNHppZfLN29PX3nxvTDuYsPrpyf2TN5ZGKMAAT8bNWqVX+z6re//ofchLVacl5Ijqrg5AQoybW87DraugELpNVGHmsNDvQ0jk8Mz547vf/AniuXz50+dWzP7olouef9hdtv3zxferTw7Nni48fz58+f3Llz+OTJQzMzR69enX306O6F8zMvnj9emJ+7fu3indvXHz2cv79wOxrS8unTXz5+fP/u7cs3r5+/e/3s3etn7988j/4H/H+8N09+fP8O5P8xJ/XFi0dPnz95vjz/7tnCiycL9x89XH76+OPLxentTfUqSIMG1uci97sp/W7KoJfWZSP0OEhdVmyHGd1uQnSa4J0maIcB2KTKrpWkVrHjBq3QUSeyU1NQzUn0kza3KfNPRqQ9BvxUmXi6Xn+sznCoWre7VNlnYdcIECEZjZoWi0ncSs3JiP3dr9O++q0Ol8fK2ljh1/a0l104s+f+vbNLj648Xr5+Z3725p2zjxdPXzizp7+rbdN3G/77qv/rZ6tWrfuXXxIykwyMzDI5zEfLdCBiQoy0JnlBvbqwzY6+dGnmzp2rUf/848fzy8sLS0v3/ie77UeP/rP3b+DttFrABfkcBh0OBkkE/HBVpcWgJ+GwPBbz1rWrXqeDy2QEfcUSAT/a2I3FoOQyyf59ey1mIwIOJRHxGDSyrDQALMxXKmR8HoeAx1otJg6bSSTgQMCC7OxsrUZlMRv1agUVj8zYtjl2/deI/HQeCZkZux6YFhf/3Rf5yVuy4zdQEAWg9HgYICUrfh0LD07e8EXutnVuNUdABImKIN9/+wcUKBNekBa3/ksGHiqm4YBpcaD0+DKTmAbPkTGJXAoBXgDQS8V5SbG/+smq3//uV5vXr4lZ/VV2TExBXHzG5s25SQkJmzfA83Lj1n831NFW5nXh4RABm84gE2qry5FQyO9+9YvP//DbP/7qF1/+/jdYSAGyMBeYlWqQMDw6IROZjcndquHgWCRkakpCRlYmg06trwtz2Mw8QI7ZZIBBwTQqWa/TWAx6iYBPKyI11IblYhGksCBcVdnV1spmMWK3xqQkJ5pNBolYGK30TktNzkhPDQb8Kys/rHz88OzxktdulwuFdqNRzGN3tzUf2b+3MujXq+S7to+sfProdzt62lt6O1qdFmOZ32vRa8r83oN7J5cXF4LFbo1cwmPSyvze0YFeMY/d39WuEAsmRgZNWlW4sozPohvUCiIG2RKp7WptCpdWGKVScNo2LqbQKiI55FQuMR8LSqJiQER4HpcEC9hUNCSABs8yicgaNgaSvM6rYjb69aVmsZ6Hh6RtskppVESuuAjs03DL9UI2MMMvZe1qqbEKafXFFo9WVmJSl1p1hcnxm77445bVX0AzUrF5eSIcFpKYICES0NmZbCwKk59rEPGXbt/wWc0OnabYYuprado3PgZISUqL3ZIRHxv7zZ8hmYlWjVjOpwgZqP56f41J6OVh7VzoSGPAppXgcDgKg11f3zDc3eHUyIgYZGtDnUYu6W5rri4Pbh/qd1qM4cqyY4f2q2Ris14zf/vmsUP72XQKHFyoVcomRgb8brvDrBfx2CwaGQYFLz9+tPLpLyufPt65cdWkVTktRqVEGC0ou3j2dKSmqro8+HD+zssnS8Fi977JHc31YYteE/1t6utsu3j29NULs363Q8Bm8Ji0UFlJqc8d8Do7miMdzZF9kxM+l63E4+CxaSQi1mazNDbU7tm1vSVcquIQqNB0PR0QMjFqbTwdA0TJjxfj8yV4oJ6JLdcSFMRsSmGiEAemg9IlmAyfFFqtg/u0VGJuAi4zUUOFuSVQuyDLys4tkeIMBGS3z9Lh1UZswlqH2C2l+5VCCQGduHHtV7/6+bpf/UP6F39CblmPjd+UveazrLV/XP/lv+DBmWoWcUd7w67OpmqP1WtW1ZR5z56eCnr1P//bVb/56ar1v/+HhK/+hZi9TVuEkDGRZiGmzSsICIEBMbTVJ+2scSoEZBoJZ1DLO5ojTXXVJR6Hx25uqquuKvX3dbZOjAw0hKu625qO7N/TWBuSi3hTu8YX782V+T0SPptehG+sDbVEwg6z3qJXG9RSg1peFQz+mG3+4vnjy5fPTB89MHPy6J1bV9+9frbyw7v3b55/ePtiZeXDk+XF5ccPor2fly/NRnnz/t3LaJzqhYsI+gAAIABJREFUzOnjY6MDu3aOnZmZXpifu3P7+stnS29fPV1avHfi2MF9e3YcObj34L7Jo4embs7derw4N7uvr9FCr5NDtntpu0v5I25GFN5DXsqAm9jnxEfJ3WVD9dngbbqCFk1evSStWZk9ZIN26/ObZOlhXnKdIP1YWHygSjBkK5qOGC50eS90eY+02PZW6ybLDT12hYkIRyXEJq/5dsPnfwZ88VvUpm/T//Trzb/8acyvf5636Rsbn95e5rlxZurkvpHp/TtuXZ5dXLh98cIZJBK46m9X/WTVqr9btWrL57/gFm5xUzIqODlNCkivCTNqKRx24XbWG3Z0h3aMde+d2jVz5sT8vbnFB3fPnjlxe+7ajeuXon82DxfvvXyx/PLl0uPH85cvnzlz5tjLl0tPnz64fPnMiRMHT508evPG5ZnTx0+fOnb50uzcravXr118/mzprwjvf8vvfwfvt0/nXzxZeLD06Mmz5XfPFg4N1tarIPUqSI+D1Oci9zhI/W5Kl43QZSN0WnDtJlSbEd5hhHUYIe36wkZlVq0ktYK5tUMDGLbDe/SgOkFqgLylSZpzol4yYCFOeNnT9fqZFvvxevOhGuPOEkWvmVUrIDbImKTY71N/+2v4+rUFX3yW9su/y/nN3238zc/S1v6RXJheapId2d576fjey9P7n89fX5qf/fBiYefwwNrPv/6nv/27n69a9ZtVqwDff64ipNppWUF2dkSS36WBNqshvV76dJ9rfv5GtK4tGgoU1dD/U4X9X4C3gMMW83liPs9tt7ntNiGXQyESonmoZr1OyOXwWExQfp7dbOIyGcA8ABIBMxp0HrezsCAPhYSjkPDkpAQOm0nAY5EIGBQCik6JY7fGrF+3NiszHYPBRANMYjdviIRKuRRcQUYiHgqocBmxhZn5yVswBRkyJpEAzuEXoRgYcHr8BlheGqIgIyP++8xtG/DgTAoyLyf+u4TN32QmbpTxyDJOEQ0LtquEpXYdFVEQNAiJwDR+EYqKReSlp+SnpcR8/efUjWsyUhMggOzshHgiEIjKysqNi1v7pz9++9kfYr79euPXX8WuW7tpzdfff/3l1o3rBGy6Ri7OSE74xd//9OvPP9uybk3y1s02rQKen5206TsWFiQoggGTv6cjshUcoohNdjosBBIRkJst4HONBh0KCWcyaAg4FIdFK+TSaEaskMtpbWygkohffPZHj8Pe09FeRCLweRwuh0WnUdJSk3/xT/9gNhkcdiuTQdu/b+/bN69WPv3w4N5duVDYUl/vd7lOHDlYEfDVVpVH07PdNvNAd0eoLCDmsf1uR311pcNsYNPIbpu5p72lu62ZjMf4XHYJn6OUCMtLitUycUXARyFgXVYTj0nLz87ISU+RCXnRCLC0xHgFX3B41w45g8TDFpQaRZ0hB5dYSEFme9TsYi3XJqM7FEwZAyOioVl4sIiGpgITRISCaodcXAQuAqXAM7foeITWCkddsabUKNrbGa63quosyqGagJqOrfUYOHgYAZhDhReC0xIJQAANAVWy6MicTL9IoiWQijKy0MkpGd+uwWVkpK9ZQ8oD5CYnQnKyGHhshdcdDpakxW7Z+t2a1K0x0IxEARkTDjqpmEJ4btxQY9DCxRloiBIVp6PKV+Iw14VrFSoll8PYPtDWWOXls+gtkVogIDuqiSM1VRUB354d26cmd9DJRCgw/87Na31d7RaDtqk+rFPJ1TJRdloSElI4PjJYVlJcV1vz/t2blZUfVj6+2ze5w2rQDvV2tTbUHdiza2ywrzLob2+KbB/qj3oOGsIhr8M6OtA71NtlN+llQl6kpmr/7p3tTRGfy27Sqtw2c6SmMlxZGvA6WxtqbUZteYkXBswD5+dg4ECX3eQrdsllIkhBdk9TqCPkpoCS1eScajOzI6CyCVB8ZKZLSvGrOMUKll9VpKaBOBiAjIZiIXOlRIBTBAkoYCY5FZIRRwEBvDJauQZTa0R0uShDPlFYK9peU9zt1w1WWv1KOheRI8HBiHkZoPRt+ds2FwEy5FiYEJwvRRRKUAWIbd8n//EfU//0i6Tf/Tz/289AG1fnb/6akJ+kFxV1N4W5FNzPVq367B//29e//Ak4YY1LTAqbRajczQpK3mCVoVgAL1OSR+oDkYA76HZWlweKndYyv+f08cNeh8VlNVaXB6QCTndbU2NtqK+zdcfo4PTh/SP93XgUrC5UfvXC2XBlaYnH0dZY57aZOHRy3Obvg8Wug3t3lJd4f6wEff3qxbWrF65cOfv44fzTxw8+vH0RVd6fPr75y/tX714/i67Aoy9aCXrt6oVnTx9FKXXp4tmZ08cvnJ+5eePywvzc4oO7925fv3H1wplTx0YGewb7Os+ePj534/LVS7P9g32zpw+e29/f4xNUS/J7zdidJaxBJzkqu4e8lH91SNlQHRZEuxnea4W1aPKa1YA6cWqtKKXHUDBgAXdqAS3ynBA7YaqUcaxONuai7auUzrY7Lvf6T/SVTkUcQ35Vk55bwiVYKRgHl+JXCqskpEYdx0uDibK3Itf8IfOXP8385U+T//5voGtXF6xbQ8rPKy/27Jua7O5pj4n57ierVv3zqlXrf/2PXGBqWElqVGE79NixYsZYMaPbCJ4o490+3n9oR9fZ04evXrt4ZmZ6/s6NB/fvRA19M6ePz549Gb0He/5s6e3bpy9fLl27du706SPRnrFbty5du3bu0sWzJ08cGR7q3T05fu3qhaVHC3fv3Ihmm/8V4f0f+f3sxdMf4f1w+fHT509eLt3e2RZs0MDqlOBOK77PRY5q7m47sdOK7zBjWw2oZh2sVQtp00NaNYWNypwovGsFSQMWyKAF3qrIrWBsq+GmHK0R7Chm9Znwh6uVs+2Ok42W6QbrwWrDnjLNuJnfrWJW0DFlNGIVk94sFnVKxV4ICLtxXcZvf/X9T/427p9+Dt/4PX5bXFFaip5E2DfWdX3meLHZ+NNVq362atWvVq1K+uKf9eT8SlVRSI7qsRP3ljOHnNh6LWyywfL08r4f1XbURvDgwdx/NjD/H8dg/wV4y8Uiu9lExGJKvB69WuWyWe1mU3OkvtTv4zIZUGChVCjIy85qa2r0e9w8FpPJoEEhoIz0VAgYuC0+Vi6TlPiLXU67WqUYHhpITkrISE/VqJUatRICBkbqaz0eDxIBo1KKyAQsCpynl/GxkDw6DqrmUYFpcXQ0SMkhcwhwYFpcWszalE3fggFpeRkJybHfZyfF5KfFbvrmj4mbvsmM+w4FSgdmxgFSNlMxhURodhE0R8kmpsd8S8xP1HKJSRu+3vjNF2QMkoJGcggobH5mzHff5qQk8sikjC0xdBRSxWGLqRRAwjZoTpZawANlpm/+9usN33z185/8Tez3363/9qv4mI3rvvo8OzkBnJvFImHtGhkRVpi8eZ2SiRVTkXmJG6UMglbCVssEQ4O9RUXE1V99ASzML/EXF3vdGDQyOSmBx2UXFuTBwSAyAe9zu3gsplIq4bNZaDgsPycbg0byeZyc7EwalYxEwNAoBB6H0WnVbBZj186JlZUfPn14f3j/vvpQqKGmpsznO7BnV4nHuWv7yK7tIxfPnh4fHpAJeXIRv9TnsZv0l2ZnOpobIjVVAjaDy6ASMUi1TIxFQIf7uo8d3Od1WPfuHD96YAoIyI6K71KfR6+Sz127HL1x8rnsIhbDoVUWG+QOGaPOoy2zSOQsdMCmKNOzbEK8mFhIg2UQwRlsEoKOhxERBfKiQlJeLDB+NQ2SKi4C63l4CiSNBs9yKmg6NjriUgUUbB4kO6jm17q1uVvXSGg4GYPgMyo8WhkZWojNz1YwKQYhjwUG1lhMYau5VKOigwvDDmul2YBMSwYkb0uJ2ZC4cR0oMxWQvA2Zn5OfmsgjE3R8VlO5t6c+aFUw6IisjiqnhAQR48Dt5YFI0N/d3Hjp4nk4DELEwY1q/q2Lh7tamwhohEoqshl1HDpFJRU11dUM9nTWVJb5PU6f2yHgMHUqOZtOKXbZhVxWicehkYuVEkFDbXVlaYnH7fzw/m3UsOZ3O0JlAY1ccmhq9/jwQGdL4+T46Kljh6NLCoteU15SHK4smxwfvXvz2nBfd7DYLRVwrQatUaO0m/ROi/HYwX1HD+wt83sun5tpb6onYZEBr7OrtbGmIjg+3Hvr+qXGhtrqULnLqudR0BYJ1SoiOYWoKiOzWEoo07OCWoaOCTdyMDYhUceEMmDpyOxYGjyHgcyWUYAiXCoTuIGLS5ORodTCdFJWjImRZWOlOuiZ45V6v5BQbxZ2+bQ2NhqW+J2eiXVLODYR26UUEvMzcTnJ6iKMjUsrkfHDJmWVUV4t5VRLOSExRwEBIOM2xP3pV1//6u9W//4fkjdt2vTlF1lbN6KyE1nI3JBV1F9tqXMK1UyQmQ+POIUcUKKZgx9tqo2UVZ09emZ8uJ9KxFr06tGBnhuXzxc7rSwqqb66QsxjaeTiUFnJ6EDP+HD/3p3bg8WuulC5XMQr8Ti8DotGLq6pCOqU0rbGOpfVODbYbVDLm+vq/vLufTTb/MjhfdPTBy7Mnnr6+MHKp/cf371cWfkQRfjKX95+/PD67Zvn0UqxaL33zOnjly6evb9w++qV83O3ri4/fhD1pT998nBl5cP5sycPH9hz/uzJW9cv3Z279vrF8oe3L54s3T93YfbQvu0D9a42J6vdhOm1oMc81GE3ddRLHfFQhlxF/XZcjwXdZUZ0GGFtekivFdasBrRo8iLS9BAvoUOTO+pEDFohHRpAKXXLoAV5rE663UMddTOmI4YLXe6JiGO81jZcZuj3KLvs0gYdL6zlNdnluypsx1sqjtQHJsucAzZ1i5wf5tG8WJgmO6/g8y9X//ef/emf/ilpc0xOfNzG3/8m97tvCSlJbhZ5vMy6L2Qa9/H3h+THW/S7Q+JuF2Vvs3X55tG5q6dfv3l2b37u8oUzjxfnXr18cnvu2u25azOnj0erUW/dvHJ/4fbi4u3Xr5fv37914cKpubnLN25cOH/+5PXr56NlYpcvzd69c2Pp0cLig7vRTra/Orz/3fz8+ctnz5fn3zy59+LJwtLTJ0+fP3ly/3p/jb1Zh6hXgjvM2H4XudtG6LYReuzETguuzYhu1iEa1OAmFbBZA2xRFzQosuukGSFOfBk9ptcIHHWge/Sgak5yOT1+b5B+uFrerkZMlvBPN1umI6bpBuvhsOlASD/pFQ3b+QMO0c6gedxn2+FzHams2OsuHrLZWhSKeom4lMVWgcHYzTHxv/zlH1etil/9OTw9NTMm5tvf/jp3y3oGKKVcVTQQlPV6FMN+8fFG5YlmcZ8L0+IoOrmj6S+P5/5tuEqUvlHl/b8FbzQchobDcjLSHRazUirJyUhvrKutqw61NESaI/XFLqdaLrObTbWhKgqR4LbbQMCC2K0xIGABDovW6zT7pvbIpGK5TMJhM6NKNDsrw2I2Dg8NcNhMqUSkUCjMJoNYJDBqVWu++AMOml+YmQTPSytMjS1I2QrPSUbkpkAyEzgEOBVZiM5PB6Rvo2DAeWlxqVu/o2JAbAJEREPjQBmowjQSAgDKiifBcjD5qeD0WCkdaxLSqeA0l4qbvPGbzIStoJzM9LitCjZ13R9/nREfC8nJAmam5yYnAlKS9BKRW63mEwgoQG4RAsYjkxB5uZnb4tZ+8aeU2Jj1q7/YtObrnJREPBxCRsOYeKSMTSVAC3gkFAWcCUqOydm2iUclEtDwb778M4NCLi8LEgm4UFWFRq0UCflSiSg1JUnA55pNhvJAiUTAN+m0TCrFYtDnZmYU4XE8FpPNYpCI+Py83IZIXXdXh0IuxWHRdpuFQiZF6mujO+9jhw5q5XImmcyiUPZN7jBpVTql7N6t69HG7n2TO/ZN7nDbzGdOHBvq7SrxOHs7WnFIGBYBjRaWnD15/PzMyZqK0nBlWWdLo8NsKPV5FGLBkf17o1Hew33drQ11Aa8rXFlm06lhuekWGdvAI4qJIB62QFAEkzCwdiFWRSl0SYusEgoDnS+ioU0KHgacw0OmlRt5FSZ+rVOmZaHkNLiGjQmaRDouSkQokBOBzW5Ng0MdVPN7a4pztnwtJCM5eJiKQ7YrBeC0bXQkhAIDiikELAig5DG6ItWtNeVGCU/DZ1a6rWaZQMyggLPSUrdszE9NzEtJoKBgVDRcJ+bbVZJKl7HUIpVSwAEjv9qlYiILxEXoUoeDjsOiIJDtw0NlAW9VmefYgfGyYl30fItKxEVxu3fnuMdu6Wlv8XucFUE/BgH1e5xVZQGPw6pXK7RK2cWzpw7s2WnUKMpKilsb6zls5pPlpZWVH35493qwp5OERUkF3PrqyuOH9pf5vbsnxm5dvTQ5Pnr/zq0TRw7u371zoLvjw+sXe3Zs72ptaqqr4TKofBbdaTEGvK6l+/dmpo9uH+ob6G7v72qzm3RehyVUVvLk4cLk+EhXc3jvztGRwZ7Otsae1joGFqhkIP1qhokJ0VELBYg0AwvmkZFUVKCBjbSLCApSoYGN1vOwag6Ki83WMkFuMaraQPUIcuzMwgoVo1RB1lIy1JRUOx/hU7CGyjVlSlKTQ1wipbMgGXISnAHOCjsNDhFdVoSQkpAcZCETlicnIss08mODPcPlpbV6bZPFWiqTKQlEcHJi7Lq1KYmx8d+uSV6/nliQi8zcVqIThB3SWpeoREtp9ErrnEINDUQCJPg00vbqkEmuD7jKJsdH6qsrJsdHutuaokPyqN/+4N5dB/bsHBvsbaqrnhgZ2DE6KGDTzTrVYE9HsNhVGfQJOYyo7Xzf5IRZp5qZPtTaUBupro4q748f3vX1drS3R44c3BuF95Ol+z98eP3x3cvoe/rk4V8+vllZ+fDxw+uVT+/fvH52+dLszOnjp04evXxpNmrRWln5EPW4PXo4v7hwe3Zm+uH9OysrH3748Pr9m+cf3738y/tXr948P3V8T32xolqLaTUg2rSQISdhVyln2E0echUNOIi9VkyXCRkld4sW1GOBtmrz23QFzcrsGkFSmyp7wosZ96B7jcAK5tY2JeBIWLw7yOm3Eg+E5LPtjpFa0+5m1/7m4sPNvkMN3mG/NqJj1WjoA27L7qrA4aaaM73tl8YGru4cuzA2uK+5oVavMTKpLCwqOy0pYeum5A3rkElxdhopYlAfaa6Zbi0f84h3B0WX+t1num1jAXZfhfLykYFHd86ePXt8/v6dy1fOP300/2rp7sPFe9EYltOnjt28cfnO7esP7t95srz46NHdt2+fLi8v3L17bX7+xo0bF44c2bt37/iRw/tu3bwSNbW9fLG89Gghmt/y14L3f6q/Xz1/8WTh7dP5l0/vP3729NmLpw/vXGoNaJt1iAY1tNWA6neRex2kLiu+20botOBadOhGNaJeCW5QABuVhU3KggZ5bp0kq16UUkaP6dYXjDkxgxZ4vTCjlBo7YsfMtOi79MhhO/lIrXo6YjjZbD1Wbz5Sa9xVodhZqe7xCLp90qEyY5/HMBHwnGpuOtvVdq6n4+rowIXBvr111QP+4jqD1kwhCeAIWkEBNiudBc93iiitbtnxTv9ktbpRS9tdIT/TYdhXw+5y4yfbHHcuHH719OG/1o08vBOV4I8fz0dB/r8F7/ycbCiwMH5LDJVE7O/uyslIz0pLBeXnkQn4tKREFAzKZTLsZpNUKBjo6daplOQiYmJCfLgmJJOK8ThMpL42XBNqb2vxFXvq68IYNJJExAML82VSsVajwmHRgUDg5InjapXCbjYoRRwsJA8KSI//fnV+8hYGBpwWsxadny5lEJwaMRMLyUuKydy2AZC0MTPuOzoqz6HiYvMSGMgck4hMweTlJq5P3vQlIGE9PDsekhaTtvFLBhJgERaVGCV5STFcCkHKZaXHbZWzKAGzRifgM3CYLevWMMgEYHYGLDdbyWTqWGyjWITMzUne8H1mfCwNgyLAIGohHwUqiNuwDgrIRBbm0jAwUGaylEHM2bZJyiBWO1T4/DQyEoxHwTksNolALATkIqEgo0Fnt1kgYOCG79dxOSxyETE9LQUGBbNoVJNOq1UqGmrDFcFAamJCV1urgMOOrhi0GlViQjyVUqSQS70eFwoJT0yIjxrWXj9/NjW5CwODmbVaSH5+9EqYRS3SKqR8Fl2rkKqkIha1qKO5YXx4YHJ8dPfEWFNdjYDNMGqUF86cEnKY5SXFs6emD+6dPLBn15kTxzqaG6QCroDN8Lsdgz2dpT6P1aBdXly4c+Nqb0drQ3Uw5LfrhTQqJAOetknPJai5RRwC3CWnhV3K1lKzTUoVksBkSDoDnU8ApTf7VFVmnpWPdsvIjcVqs4DARmZlbv5CTgM75WQGKKkoO7azxNQf8jT4DFRIRn3ArmARFCxCT31FU7m3LxISkbEkcL5RK2LRMDo5t7OhKugy+m1aRH46EQJAAjJsSrFBzO2srcQUZGMLc4QUfNBmUPMYUjq+1CymQhL29oXCHo2UjveadA6TqS5UIWAzZEKuWiY4NLXTblDI+HQYML8y6CdhUWadGouA1oUqwpVlQ71dF2dnygM+m0k/OTGmlIpIOHSp36tRSMl4dLHT2hIJtzbWcxhUoYD3cPH+h/dvVz599NgtKqmIy6A6zIbzMycrAr5Sn6e1oc5hNhjUCpfVpBALhvu6d0+MPZy/c3jfnlKfRy0T79mxfXSg12O3nDlx7Pql8+dOT588enBm+khFoJhNKxJyGLsnRifHR1rqKtoawx/evjh17MDB3WO7h9oifoOKCuZAkrjQZJcQp6YCDSxYrVMSdogDWoaBClURC9nwFB423cCBhK1svxRtowNCyrxKOdwvwChQ6UJknIGdZ+IidSxSuRI1FjbsavA6uQQlCeGWcGREWFAvmagvay+xuhQcKjSXj4eaBUwDg1Jl0LT5/R6JRFNEJmbmAOO2FYEhdByWy6D6tUouGo7NScNmJ/k0PBUdXqrneBXUkImxq63ELSM75cxKt7nc4yp2uLQKnUmrDBa7ZqaPmHUqIYfhtpl62ptFXGaw2EUlYpvra/o6W/fv3nHhzMmGcFVzfU17U71Jq6SRcAGvU6uQVAZ9pT53Z0vD6EBXe1N9RUnJpw8f//Lu/acfPh4+NHX06NTMyaMP7995+Wzp7ty1t6+ePn44f/vmlUvnZ6I2tCfLiysrH1ZWPjx/tnTp4tlrVy9Ep+hPlhdfv3r6/t3LaBfZyxfLszPT+/bsuHzhzLPlxeVHC48fzr9/83xl5cOnlY9vXz44OBxuddLbjMhWDWjAjtsZZA85SIN2Yr8V32NGdRkR7TpIqwbUogZ2GkEdBmCHAdiuzYtI09vVOTuKsbv8+CEbtEmW0SjJPFTDP1YnG7CR9paLz7bb9rQ4DnZ4DrW4jjS7p9tK9kfcoxWGkQpTg17ZZFR3e6y76kLH+7pODvVNtTZ2+jx1FS6diqfWCvQmeV2kvLkhWOlW28RFzU7d4fbQnrC9x8o8FFZdGfQerFf2uciTfVULN04+fHD97MUz5y9fOnX6+MvH86+X5m7dvHLj+qUzM9OjI/0/NrAtPrj79u3Tjx9fPnly//79W/fuXb9z5+rx4/vHxweGBnsOHdx78cKZu3duPFlefP/u5b27N5ceLfx14f0f+f3i1fOXT++/e7bwI7wfzF2IeOTNaliLBt6igffbSUMuSpcJ22nEdBoxzVp0gwpeKwfWSfMbFAVNyoJGBSAiy2lRZIU48R0awKgDPWxDtsgBlcyEdlXBbLth1EXuM+GnKiQnG02nWmynW5ynW5wnOkt2VusHy2UdAUGNmdpg5vV5dK1Gxb6awPHWmuNtdSd7mk71te5rqdlZVzEeLtvTGNkZCfcEXT2l1tEa+74m78lO/5hH2O9gnGgynmrRDHkpg2XCCwd7Hy/eePB48UdaR180buXfffx/v/8CvHEoZFzM5uhsfMvGDRgEXCLg280mcEE+MA8AzAN8983XerVKJZM6rZbK0iABjwUBCzRqZRGJAIWAopZpBp1qs5qFAl40YBWDRkIhoMaGehIRDwaDRUI+m8UwalUsMo6CgQoZJHB2EhMLkdDxSRu+RuWlMTBgCR0PSNycn7yFicqFZ24Rk6EMRJacBmchMvGAOBMXjQAkUFEAGjqvCJqlZOOlVGTetnVmIbXMJEbnJmxb96WQQYbm5cAAOQYxl0dAwjMzEzasT9qyaf3a1eD8nNh1a9VMJhMCY2MwKEAutiA/dctmLKgQlJWBg4A4RUQOGc+jEgGpCYi8zJzErUwstDA1jgLPFxFA4iKkSSmBgMBCgbSxsbmsxI9HwQsL8qQSUfQsHgIGpiQnqpRyg17b2doi4nHJBHyJ1+N1OrRKhc/tilapIhGwzIy0woI8DBqJQSNLgyUKuVQqEXV1tkeV94mjR2CFhRIeL+j15makMshEl9UUKgs01dWIeWwsAlqEQ8NBBdE97tEDU60NdVQiLjrdjTZMR7fjTXU1LZHa6vJgFG9qmdhu0p+fOUkhYEt9HqNG2dXaVOq1VpfY9UJKqUli4BKag3a9kAHJTNTyi3x6gVPJQmVvVdJgBi5WRQUHtKxSNbXSxFUU5Qd17DqXXEICBvQ8Iw8XcolL9OxSLVuMyh0NFw+FfQoqnInM9uiEKg7JImNHgq5ig5yFgYJS49GAdHR+BhUJpCNBlXaDWyEKO8xCLIIHB/NIGJOUjwRkdNZW6oTsGp/TJOVTECCdgMvDQQJ6Hgee1OiTl1ulpU5zZ2OEQSePDPddPjcz3NMm4dKNStlgT2dNeXltVXl2WrLPZfe7HUf27921fUQhFnS3NW8fHqgI+neNjw70dOpUcqNWhYAAMQioUiJQSgTN9TU7xoYb62o8bufbN6+ibvPWhroiHLoy6Bfz2Cxqkc9lDxa7xwb7qkpLdEqZXMTPz85gUkhdrU3jwwN3blx128zFTlt1edBm1FUG/UIOc2ywz2bUHtm/p6lLw6nvAAAgAElEQVSu2mHWN4SrVFJhsdO6c2xocqzPpBY31VWVl7ivnDnaGyktVrOKFWQuJFVPhTa7VWYuUseAlBmZPjVZz4boCPluPtotRjnE0BIVutnFKZUii9mFEQchqMCEjZyAjGhhAuqsRW0eSbGQXK1Hj4X1O+pduiK4goC08el2Ia211NZgUZrZBCYCQAClI3JT8rdtwmSmWNkst5xTrpfXmjV+MV8AKTSzaDISlg4v7K7yu+U8PbvIJWPbRHQOCiAmgsVEsFuIHqq2d1TYWirddp20IVxx4tjBKxfPBrxOm1FbGfTVVATbGutCZSXJ8VvaGutqKoITIwNdrY2VQd+hqcn2pvqu1sYj+/cM9nR47Ga9SkZAw3FIqFYhCVeW7hgdHOptH+zpGOnriyrv9+/eXLxw5ty5E5cvnDl94sjszPS5MyeeLN2/ffPKhdlTB6Z2tbZE+no7zs2eevP62cqn948ezl84P3P92sVo5OeZmekH9+/86NJ6srx45tSx/Xt3nj97cvnRwounjxYXbs/duPxgfu75q+U3L+fHWor9ooIWPbTPih504Mb9tH4rvs+C6zVju03IDj2sTQuOwrtVm99lAncYgF2GwlZ1brs6Z7sbtdOHG3HA+82gelHKvkr2bLthxEXeFeCebjHviagPtZhPdLrP9ZadG6g81OzrD2gb7KIaM98jxDvYmHIprc2iGA849pT7JoodPeWuzqBzLFLVXlY82lw93FQ61lYy2OjqrXHvaCkZLFP3F/MO1qkPhuU7y/lHm7RzV45evnh88dHCo5cv7jx4cHb21MWZwy8fXL108eyd29fHRgcaG8JRA1o0B/7Jk/uvXj2OXldH4X306FRvb2tlRWBkuO/c7Km7d248ejj/5vWzhfm5v+LO+z8boT9/+ezVswfvn9//Ed4LN8/VOiUROahFA29QgLvNuBEPrcOAblbD2vWoZi06ooSHpaBaSUFEXtikLGxU5DfIczs0gIg4tUWRNWiBj9hRXVpQRJQZEWWebtYcDAn7zNgdfvbxiO5InfZ0q/1cZ/G5tsrZrvJ9daYBH7/TwWjSU0N8fBUT1ySh9ZnEYy7tgZD3aKRsd8i7rzZ4sLFiKOg52F53sKPmQEfZka7SIy3FB2osQzb+8Ubl2Q7D3nJhr4N+uCe4eP3E0vLd20v/j9SOetYWFm5GM/7+t+BtMxnLAyVBX7FerRLxuEQsJlxVqZRKorXcDApZo5AjIGAOg354/76RgX6FXEqlFGHQSDqNEi01YbMYQgHPajGNbx816LUF+YD0tBS/z6tUyJQKGZVK3bxpQ0tzIxxcqJbwKBgoBgyI/341BVHAxEKQgFREbkryxm8oiILUzWvoaJBdRtNzMGRgEhOaYhXgZESAmYuEJn4NyYrFgdK4BDADnY/NS7JKGWYhFZa2xcgjBM0yHDCLScQQkbDsxG3JG9eSofksJBKRk12Ylf5/8/ZWwXHvfZpfUklVrvYiSWVTNdnZeWfmpcNg9rGYutVSc7eamZmZGdUodYuZGWzJlmxZaEu2zIwyCSxZYJntY+WipzapSs3FJjlb9b/QtaSqT/2e7wMgQM7hAz+XFINAR47QisCovDwplerRaekoJKYYBEw/phULSx02i1pmkIsKM45A8zIoCBAenG8QMZklYB6yQMMmM4k4sVjqD0TAxXACBmvXa3/4/ttUztvndRMJuJ9+/J7NYsCgYJvJiEUhoUUgJpVCJRJCfh++BG03m/Jys48eOXTo4P7Dhw5QyEQctkQsEkycGVerFHOz0x8/vNv7+vuLJ0tDPT0TJ08Odne3NtSqpCKX1XRtcYFNI1PwGIfZYDfpq8pjchG/saby45udge6OtsY6qYBrNWitBq3TYuxobnBZTX2dbeMjwxfPzbhtZhIWrVVI5ybP+Jy2VPdLqrJNr+BVRz0OFZeLAeABR8vsar2QwSdhlHwqAZqr5ZOYyNyoWTRY7Y7rmWYWtM4lqXNJGvyqkJbBgqU7xAQZGVzhUtpkeA0LOtVV4RYSYlreqaZYtVdn4OO9epGKg2eWFJGgeUYxi0dAKFlkOrKYAsoXoeEaMl6ChIWkYgUKsdDe1ma364RsPgmj5jGG2xqOtzf21FdGHCYesUTFYcppmLCeU+uROEQl5U5lRalHp1A0NNe0tdcTsNCIz5Yo9WYdOSRgcSpiiRMDvRgElIRF11aUcxnUiVMjXAbVotdYDNq6qmRdVVIi4I4M9YMLC3BoBAGDghcDeztayDj04vzcvVvXmxrrN1+tp9zmNy5fPDs2emFuevrMWDwU4NApXa1No0P9aplYJuSJuKygxxkN+rQK6aO7t9aePzkx0FseKU2tqpu0qpDP3VBdEQl42hpr154vTZ85Vep1chmUsnBguK9roL2utS5BxiHbGqvb68pbk/4ym9TKR3MhmS4B3icha+lgAwsmxGap6SAzH27CA5Iaaq2dFdVhQkp4k5NercU2GylqToFDhgtpODENvUKPjYiBFTLEXJUnpoYkTcTptkipjOUWsStsOoeIbpfQTBSUlgwXEcACChwOSM87+BMdDBIi4B4Z0ckrSWq4p8o9ARbeRoI7mbjuUvup5sR0T/1QTThmVkiJcCUVQyrMqnAaynUMKwfZUe4e6aqpKvOOn+oN+EwsBmbsxKDLasQgINGgd2SwtyIePnZoX31Voq6yPBkLdbU2Bj2O5rqqjub68ZEhj93sc1prK8qoBAwYmIdBQOgkXDIWkot4u5urlxfmzk1O7n3+svd17+vvnz9+2H379tXe3qfbNy5fWTx/89riy5Wnd29dvXH14tnTo8lEdGiwJ7XbnQp572yvP3p459bNK9evLV5YmH2ydP/F88dPnzz48P71m93NteUnF85PLy7Mri0/+fxh99XLF7dvXH5w98bq+vPd7SeD9Z6YEtbtxLXoIE2a4pMhZqeppNNU0m5AtRng/3d41ynz2k3gFLxbtIBmVe6AHTbiLem3gYeciCTvyKlS6s1206CLPOyhz9fopuqU5xp0l1rtN7pC13vjc62RgXJrg19lk8FU1GwjLS8iRNVLiX1qzohWMKoUDMokgzLZKYO5XSieCgXmqsPX+qqunqiaO9U81ORrDopGyuXnGnQDPuqgh3Z30H/v1sLtu5def3hz4eat8dmZ1bXnizNjsyOdt29d/fD+dV1tRUN91ear1adPHuxsr6+/fLG+/iwVqn79+mXq5j0+PlxeXtrUWDPQ33X+3FTKrfb19w+vNlY+fXzz3xjeWzubLx5eS9pFSRGgQQ2rEANb9KhBD61RA0/hPAXvhBhUIQZWSYF1isI6BbBWDmjVFNTLsmolGV0G8IAN2WWANiuBSW7a+SrZxTpVjwU74KRMJxTjEfF8relqq+t2dfx6VenFaufpsLRVi6vggSvpkCoqqpaBbuQR+9S8YZOsVkiu5JF6jNJGBbvTYxqKuUaSrqnmwIWu6GJbeDZpH3Uq5qoFE1FOixbZ7eA9nur/sPFodfP5482V5eVHKyuPUztpKdvaysrj/6/whhUXhQN+OpnksJj1ahWsuAiHRuFL0Hq1qq2psQhQkJeViYCAMUhEIhY16bR6tUoi4B89eAACKlRIxBwGnUWjqmRSlVJ++NABhVxaCCwg4LEcNtNo0B0+dABUBMVi8Vw2R8zn7f/+m9wj+2C5x9RcCgmaR4LmwfOOZRz4Do8spJFQh/Z/l5d9JPfw9yR4Pgmen3fkByIsL+/ID+jCdETBbxIKQkiEstBAdklh/sFvOBiQW81joYFOtcim4EtoWMDRX8gwAAGcJ2PgZQw8taiAjYaYVUJA7pHfDn3/T//xPxQfO2ATcgozjuAgQBwEmHngJ2hehohO5BBLfvnrn6AFABgwX8AkIouySEiAWcmHZB/NPfRLRvoxs8nQ3dXBoFO5HNaf//WfUUg4k0GTScVCAY9IwCkVsoz0YzAo+MTxoYMH9kUjIZlUrFYpIOAiCLgICik+sP9XIgEHLgbl5+WIhHwmg8ZhM0vQSBaTTiTguBzW8NDA3t7ve79/aWmoLwuFGqqqQl7viYHeUq+Lgsd4HVarQTs/MzlxagSDgAo5TK1CajPqrl6cD7gdQ71dKqmIjCtJpZX8LrvXYR0Z7DOoFVwGNVbqpxFxTouxqbbKbtJDQQC9Sm5QKyriEZ1WjSjKxxRmRM2SoIbt13CFZCSLgKCWgH0WtYZPwxblCEgIEjTPJKLq+SQBASKjobjYIjUbo+Phy5xKh4IRsUq1ZLCeCq11q7vLnEE1tzPu6q7w28RUEijNp+aa+MS2uKtUL3RI6SGDqNyuJMCKkcC8gqP7NXxmpd/Bw8IiFg0XA+VhYSomsSUeEFMxhcf22ZQCERUTd5v4sMyWUlNQJ9BySDkHf3QadZPjJ/u6Ov1uh1ouOXLgV5VM7HFYWxvrvE6b02py28xYJCxW6u/taKURcbeuXnJZTTXJMo1colPKCCVIPBrhdVgxCKjTYnTbzG6bKeRzqWUij8Pqc9l9Xveb3Z2vv3/e+/q5Oll2dvxkIhqamzwz1NUh5bI5FFIiGooEvA/v3HTbzJDCAoNa4bKazo6Nnh49nqo9N+vUBrWivam+qbYqGvS1N9XdvXHFoJaXR4IauVjMY8VKfdGgVy6T8NkMn9NaEQ20VJfFvBYxDYstyonIUAERvFSOkeNzpIQCs4hgk9FwxWlkcD4ZlKmlwS1smJ2PcEmwWjbMJMaZWOCwhhLTUkJKQkiBtTALvXzIcLmu1imO6RjVdvFwlZsPy7SwUHEdv8au6PXpGizimJxRbhA6xTQ8KJ2GBMLyjrgltJhB5BCSIzqBQ0jWM9B+Bas5aCbAQHRUUdQsrbbJS+U0Ex3eFXdYeAQiMq+kOOv08c6l21daa6uGujoELBYSDFVKBAG3vaO5vrutyeuwuG0mMY918dx0IlraUl893NfVXFc13NcVcNslfDYZh3ZZjQoxn4xDOy0Gq0ET8rlKvc5kLJQsK42GfD0d7amX97t3b+7eu7G69uT5s0dfPr9benwvNV756OGd7a2X6y9f9Pa093S3Xbwwt721/v7d6ze7O693ttZWl+/cvvbs6cPlF0uPH91denwvVbv2ZOn+08d3Ls5P3b6xuPTw1try41vXL96+sbi2/Hh56emHzY3TXXU2LqJaT+hyUqqVhR0W5KBN0aRg1EuJbVpylbioVQ9LGZsbNdBmHbzNAGvRFbdoAW2GggFH8agfPuwsOeHG18ryWjTg+RrVdELW5yRPlsvP1RlmKzXztYbrrc6b7e4rjdbzldqpuLzFSK9W4KI8WJgDifGQSTG2QkKokBBa1fRmNa1Jx+hwSQZjpoEK68mW4MJo/ZWhhlMJ62RSdzYubbUQ6hzsse6Kx3cvvH/z6uqlc7vba2fGTnS2NZ6bPnv98sWlB3dfrj2/cnlhfOzEhYXZFLzfvtl69vThq5cvHty9cX727Nz0mbnpM5cuzI0M950Y6p2eOj01OX7zxuUH9289f/boydL9O7evpXLee3u/f/r4/t3bnY8f3qQaXT68f/3/l2Htzc7G+zdb269WX2+tvtlZ/fxh69mTm9Gwo0pcmBQUNKhh1Upwp43U72OWS0BJJaRGAaiU5iVFueXi3KQUUKkEVasgtRpYozavVpbVrCnotyKOu3DDdky7GpxgpQ27STfaTBNR/qCTNFMum0sq5pKqi7WG8zX6xUbLQqN5PCZvt1Iq5cgQH+Rj5Uc5mDALHWGXlAvxFRJSUoyvkBCq5cReN6vHLz7d4J3tTi4O15/viB8Pq07HNRfDuD4zrMXFnj3RtPriwdb2y9XVpfWVB/8+pP+rv/8L3hBQoZDLyc/OctttCAgYCYV4HPaxkRMKiZjLZNDJJDadJubzBBw2n826tDBvNRqy0o7ZTEaPw37qxHERjwsuBNJIRCIBFw4F6TRKfl4Og05FImDlZTG5TJKsqOHzhUQ8wWm1yPmco798T0GA+CQ0rigHeGxfQdq+7MM/Hfjxz9m/7cvPPvLrT3+FA9LBuUcRwIzUD8jCTAIckPfbL9m//oWJAvDxYD4eLCbDudiiKr8p78Dfi9IPGERMEaUEkXeMhgTRkCCXRmyRcUmgPDmDWFKcm59xAJh9+Id//YfcAz8GdQpg+mEEIBuck0ZFQzMP/JR7ZF/e0f1MHLIwK7sg45hOzufRSgqzD9Aw4MM//O23n78nkwiAgrxUyovNYhQXFf74w3c///QDh820WkxUConLYWVmpKmUcqvFpNdp/D6PQa/FYUsg4CIGncpi0gvyc3VatVqlOPbbEQadqtOqQYWAgvxco0FHJOBgUPDM9GQqKnZicMBjs1FwOINK1dHcIBVwNXLJ/VvXB3s6K+IRn9PmsVsseo3NqKuIR6rKY1/ev0kNX3a3Nc9NnpmbPGNQKxhkQtjvKfW6To8e5zFpqZo2l9U00N3R2lA73NdtN+mDHudAf69OLiwpzAqbJA4pzSahialoNDATC8lHAzNJMAAi7ygVATCJqBwMSM3Gyeloi4QuJsONQhINnqNkogwCQswurzCL3BJKnUfTm/RRQWlmAWmsvZKLBliEZJec2Ryx91QG4lZ5iuJGHkFAxpJgoPwj+yRUXHdNuQCPUNDxWg5FySCw0WAqFMDBwbx6GRUJMsu4zYnShEXiU7DYKCAi75iURXEYtDqlLBzwu+0WpVSUimtjkLCQ39NYW9Xd3iLkMNUycU97y/jIcHtTfcrZZ9KqOHSK02LUKWVyEX/q9CmDWkElYKNBX2VZhIIvcVmNAY9TJuIbDbrtrVcp2VyrlFmNOgwCOj4yHPN7DQpZd3Pj+9db7U31A90dsVK/32U3aVU97S3xUGD6zNjVi/MauaSjuaGtse7R3VuDPZ0YBNRu0jXWVJyfnmhvqtMqJMlYiEUl9nW2lkVKm+trBns6Ij5He12yNu4no4oYJeCwEhfTEEsVeBkhjwI6CDj0F2jmz0RoBhkGwBak8VEFciJAzwSbuEghASCkFCuJeQZGkZULs3EglRZ2XEty8aHjtbZqu1BLKQqr6bUOuUdENDFQ9S51i9/Q4pDH5Ixaq7zFbwiqeRRwJrE4E1eUFdULLVy8gggxsbF6BlpBhLAgWRIsSEDF2xR8JQ0ZVLHqnIquiKXWrUVl/Fqcc8hrVVRGPI1VMb/dopFL+EymlC9EQYtYVOLx/u7qRKy9qY7LoDTXVY2PDDXXVfW0N7c31fldtkjAIxNyBWy6Waeqr0qcOj6gU0pTv5yKeDg18qbXSBVSQWtjw6cPH/e+7n3+/LG9o2nx0r+NT6+uPL1398b7dzt7Xz+mvOWXL81PnDl5afH8xvrKu7c7b9+83n29vbG+9mZ38/27ndc7G48e3lmYn3n+7NGb3c29vU9PH9+5sjh3+8big7vXXq4svXh6//mTe+urTzbWV9aXl2ZHemMGQakE02Qmd1mxzVpwVISOipA+NjCpQoRFgLA4N6kBJjUFtYqiBjWkSQtp0oAaNYBWPaDXDh7xIU75iaMBcqMK2GaALdSq5+u0o6WcqYRiplp7NqmcqVAv1BkX683z1fqZcuVkTHY8KO9x8us1pLgAUcoqDjLAEQ48zi+pl2FaddQuO28wrB6rdo/WeYfrfCMtkfPtsZl616UW93CAG+QVVtn5C2d6NzeWni3dXXp4a3ZqrKO1ober9eTxwTs3rm6tr64sP0nVmz96eGf39auV5SevNlYeP7r79PG9i/Mzxwd7Ro/3X5yfWX726MbVi+dmJu7euX71yoU7t6+ldIszp0enJsd3X7/6o+H9euvlh7fbO5trr7dWdzZX3r9ZX199PNDbEuCCQnxQh5XYpkc2qIoG3cQOc0lcmF+jAFTLAJWS/DJRXrk4PyEtTMpASRmoVpFdJc1qUgN6bYhhJ3bIgenUQqt4WV0m1EKNajIuHHJSJyLCmXLFZEw6XSafTapnk+rpcuWZmPxUSDzo5bcYSEkxLECHuUmFLiLQRwVFOPAKKaZJT+txCkbjitkm92xbaL63YnGgarzSOugVng6Lhx3oNgv2TGtg+eGl7e3VjVcrWxvPNl8+/kPgLebzYMVF2elpCom4tbEBBYNikAgmlfLz99/JxaK0I4d/+eF7AqZEKhQUAwEQUGEJAs5jMbvb2xgUMhxcTMbjfjt0MBYqhcMg8VgEjUIw6FSxSJCVma5WKXhcNgaDA4GKWQwmCgZFw8A0LJKIhBz75TsFm0xBgMC5v8GBmdlHfv7zP/6vh/Z9e/DXb376+5+O7vtu/w9/IaLBRDS4MOe3nGP7D/70N3j2gbQf/vS//0//HR8Ptkjo8OwDFGgOGZKde/AHEaUEU5iV/vPfJDSsmIrJO/SjkIxWMohCUgm6KEfOoxakH4DkHSNBAFhAFiQ3HQsGFGYcwRQXlBTlmxUinZhrVogKszOzjhyEATLa6uIKAfXYvm9RRQU8ColKISkVMjgMAijIy8nO/OnH73Nzstwuh9ViSh34OWxmwO/Nz8sBFORlZ2WoVQqDXsvlsNgsBhqFoNMoEHARHodBwKE8Ljv1+BYJ+XweBw6DIODQQmBBT3dn6uY9NzVp1evlQiGDRBrs6RwZ7GNSiNGgTyrgpuLd+VnpHDqlPFLqMBtSiW2X1ZSIhjbXlqkErNNiTD06S72usN8zOtSvV8kry6KpktSO5ganxZg6jUeDPiIB57aZbBoxjwBTsbAJt05IRoppWCYGknf4p5yDP5Bh+XmHvkfkHETlHZaSYRYJXUZDEYoy+PiiomM/8HCFoN++y9n3r00BQ4VNZmShI3qhGAsS4orKbApuCUhChFR5dFoWRkqCNoVtXUlfQMvXc3AmMQeRm+bTK5QssoSKE5JKVEyigo7XsMlxu74h7GkqC0QdehIMgCxIjzj0i6e6NSwcDVbgN6lUfKbPZq6tKCdgSvhsBgGDQkKLNQppZ2vTyFC/XCzgMmmpBB0WCSsG5AXcjmjQ19/VbtapE9GQTinTyCUpJ4HLakrV2jTWVBg1imQspFPJuUya2WTY2txIwbu5vsagUaZ+4VfnzyXDpW6zsbOl0aRVWfQas05NxKCsBm1jTWVrQ219VTJlNbi2uHBuaoJDpySiIQoe09/VVpOML8xOnhzuN2oULfXVQY+jqbayripZX13hMOt9TmvIY9NKuBGP1Sjn8eBHQ1pazMjS0MEcdDYi++ei375B5x/MP/JL2k9/hqT9xISmaRkwLQdNQWTjwOkCdAYLfFCAPMaDHipV4NsCUr8EVWVhhlQ0JQGgoxZH1CwOOM0vpdU6lEE5q8WpOp70dJZazEyMT8GyiihsFFBMhosxhSxIloaKMDBLjCyMV8ZwiijlZulge52STZKSoKKSgrHm6GCV38gjMBEFXCrappV0N1UGXRa9XGI1aJlkMotGdVmN9VWJnvZmjVzstpl62ptVUiEWCbUZtdGgt7utqbmuymbUKsR8s04lYNOtBk1VebSyLGLSKivLIg3VydaGmlKv02JU6TXy5vq6va97H969f/Pm9ekzo6fPnLh54/Lyi6VPH99srC+nis3v3rl+/97NS4vnZ2cm7ty+loLKzvbm652tN7s7X3//sLW59vjR3Tu3r12+NL/8Yuntm629vU/br5ZXnj98ubL09PGdlytLr14+W33x6PmTew+f3b5779qV+enhpuq4RhAVoes1yBYNuNyEafTTwmpI0oyO6sBeUVZMA4xpgElpYbWssPbf1Nr8Zg2wxwo97isZD1NPBiltenC7ET5XKV9sMk4lZRMJ+bkG40ytbqpSPV2lOVetm63UzCRUs0n1ZNJwOqYb8koaddQyITLEhUcFqHIJtkGF7nEwjoflEzWO+c6yc90Vp5pig9Wlo3HdTJ1jrs7SYqWWa0i9Nf6ri1Ob2+vrq08e3L020NvW29XaVF812Nt179b1l8vPrlxeuHxp/uGD2/Pnp29cv3Tt6sX7924+enjnyuL5xYXZmcnx8ZPDE+Mj9+9cf/Lo7tLDOylv+cu153fvXL+0eH7+/PT5c1NLj+/9e/BO5fT+n9//O3i/3lrd3V7bfrW8s7myu7127/aVzjJHRE2JS6ANSnC7umjEhT/hJTeqi6ukBbWKwmoZIC7MjQly4qKCuKggws9PiDLLhRn1SkC3FTngwA068b1mVKMc2GFAzSQkF+s046W8s1HRhRr9dJn8bFQ6E5NPhiVngsLTpZLpuGq6XHsyIO4205KSkigPFmQWhdjFZUJErRrX5WCPhKVnqi2X+mLnO8ML3dFzLb5TMcVETDLqoVUZiIOVlnuL42+2X2xura2sPn258mhj9eEfAm8Rj0vEYlg06m+HDp4dH4uHQz6X85u//Pnw/n1apUIi4GNRSAoB73e7BBy2TCRUy2WDvT0qmbSmIkkjEXUqpYjHLQIUpJBGo5Lz83IcdqtIyM/KTM/JziSTqVazhcfhMqkUAZvBopIQIICIRS/OPgZIO5R95FdwXjoRWZxx8AcoMIOGhx385TtIYe6Bn7+FFxdACnP/8qd/AOSkZacdsit5DhUfknUQDUjj4CBaPgWWc5gEzeMRUVn7v+cSkNUhd+6hn777z/+RhiqW0PFFaQeZGCgJBmQTkSQkyCBm48H5eQd/QhXmZh/6BZB2CJR5lAgvYhPQQhqBQywBZqRlH9mfcfAHi06EKM5KP/QTk4jzmC2YElTA7x05MSwRC4GAfDgMUoJGioT84qJCcDGoEFiQl5sdi4ZRSDimBJUid25OFgwK1mpUYpGATCIU5OcK+FwopBhUCEAh4TKpeOLMOA5bkto1YTHp0Ujoy+ePe19/v3LxgloqDXm9bCo16HHeuX5l7MSQ02L8+7/+CYeCtzfVh/0eKgGbjIWHerv0Knl1Ij45fvLS/FyqMKSqPFbqdUUCXgQYVOp1Dfd1U/AYq0E71NvltpkZZIKAzWisqWyorrDoNWWRUo/drJUJfBZ1qVXDKAHLGFhcUX5hUaIAACAASURBVJZRwk4NkzhUfB6umALO5KABdFiORULHFaah849IKDA+vmi4OW6X0zUcjFdGi+iFfiVbii828gguBUeIhwzUxeI2FSLrABGUURe0WsV0EQFqFlJDRqlLKaz228scBgYCxMfBmWiIlIZHF2Qq6HgFHV/tt1cFHQYRU0zDIgvSEz5r3K5VcynQnN+aK2Jht62lpnJy/OSdG9fFfA6ViLOZ9FIhz+u0kXAlOpUcDYd4Hdbj/T0yIc/rsHa3NbusJpVUpJKKKuIRp8Vo1qltRl2qu1QlFSklwrNjI/MzZ3VKKYtGtpn0dpvlxfOnKXi3NtaJeGyvwwrMzZo7Mz57emzuzDiPScs6dkQhFqT+HHqV/PTo8fam+tQ5/OvHd12tTXdvXE2V5/icNr/LRiNi3TZTc12V02Lobmvq62xN9YM2VCfbGmsr4uFSr7OxqmxsuNdhVJca+SYhnlh0lApOU9JgJj5ORgazENkKNomGBNJgWbySfB0HqWKiMIVp4OyDPGSaTYBqDWujOpqNA6m2cSst7JACq6YWGZgIhxDvV9D6kh41BU4GHFVT4I0erVtIKlWw7QKSS0wNqrkxoyRqELOgOTxkgZGNE6CBAjTQyMa5JPSQVtAQD7AwxQGdgIfKrXar7BIqBZpDhgFO9LTqFYKTg92P71w73t8tFfIEHGYsVJqIlvJZNKVEYNIqxTzW7Nnx1MRndSLW097ssho1cnHQ4/gvPvNSrzMS8LCoxKDHkYyFHt65MXZisDwS5LLIZdFgU13t54+f9r7u7e7u9A90jZ4cuHnj8uTZsVT0a/nFUktzXXlZOBVZfvjg9urK048f3rx7u7O1ufHu7e7e1y+vdza2NtdWlp+srjy9fevqwvxMykS9tvz41ctnu9tra8uPX64spVDx6uWz568eLC0/eLL06Omdu/MnBmsssjC3qEEJrXGW9Cd5zV5ClQleZYAmtcUVmuIyBbBcDEhIgAlJQUKYlxTm1MoBHSbYkBs3GiCe8JO6LIgOE2I8yptv1M/Vac4mFQutjvPNtulq/URSPZnUTCY1Uwn1XJV+qlw/kzROlOuGA7IuO6/Vym61cVptvH4PYzQqOl2hnW3yXOqrXOirHW8sG6gI9vqF/UFxk41eZ2VOdiduLJy5em3xycu13e21B3ev3bx24d7ta2OjQ9MT4z0drSND/ZcWz6cOB3OzZx89vHP/3s3bt65eubwwfXbs+pULSw/vLD288+DujWdL9x/eu3ll8fyd29dSyyWPH929euXCxQtz168trq48/aPhvbOz9u7d5tbWyuudjdRBZPf1q9c7G88e3Bptr/IKUT5aRocGctpHPBOkDbuJlZL8WkVRjRwUF+ZGeDlRQUGEnx9kZ5eyj4U4adUyQLsJ2WvHDLjwAw5chwHepkdOxEQ32u3TCdnZuPRKk+18lW4yLp8NS2fD0slS8URAfDYknY6oJsKKkz5Rt53dbqa3mWjtZmqnld7jYAz7+eNx6Uyzf74jvNAVOt/qO1WuOl0mm0nKO43o1oTj7pXJrfWl5y8er6w9X3v5fPnZvZfL9/8o2RxWXAQqyIcWgaoS5anNShwapVHIjVpNqc8r4nFBBfkWg95qNHS0NENAhYlYtDA/j0okKKUSvVrFolEREPAvP/8o4HM1aiWPy25rbTabDGwWw2jQtbe2UckUhUweC5VKhQImlcKiUeVi0d/+6T/98s1fS8BAaEE2DQsno4tpGAgk77fCnN/ABRlUHBxRlJt+6Kf/9L/9BzSk4Miv3xZn7E8Vs5Bh+RoeWS+kESG5NCQQW5SLBmaJqFhozm8oQGaZx4IB5RSmHQCkH0ABMpUcCgVWWALI4uARwGP70/Z9SyuBHfvlu9Tlm4lDUlAQNCgv+9AvWQf3i1lUUPaRgz//+Z//8X/BIsE2k1HA5rNZDCwGLRLylQqZRq0UCfm5OVkIOLQIBNz3688F+bkwKBiNQhw9cqiluTFRHseUoBh0aqo7VqmQdbS3mk0GnVbN5bAEfC6ZRAAC8vv7erAYNKYElZebTaWQhocGPn54t/f504nBARGHI+Zy0VBo0OM8MdCrkoo4dIrNqOvvau9ua26przGoFaVeV0dzw+nR48N93QqxoLejVSbklUdKQz73qeODJq2KSsCWwCHViXhTbVVzXfXi+dmq8pjNqJscP9nV2lQeKe3rbBsbGZaJ+NWJWKzUZ9Mr0/d/hwZmCkgIh4rvVAuCZoWMhlIx0HIqQkFDGrg4LZeAB6XDsvZzMEBo5i9eLdciocTscoeIMlwbLjNLIyaJU85W0NBOOTugl7KQgLhN1Rx1cdCFbBSQhynyqvluJdclY9vFDJeCxy0pltNwag6VjiwWUfFRq9anlUYsGjIMQEOC2DiYSyshwQA5B3/EQwuDNsOJnnaTSh7yuU1alcdh7+1s62xtshi0HAZVq5RxGFQMEoZDIwJuR35WulYhfbv9qrej1WrQeh3W+qqkXMS/MDd99eJ8MhZub6qviEfsJr3TYvTYzTMTYwoxXybicxhUtUqRynnvffkYDnhZNLJCLOCz6GdODJ85MSzhsAJuh14l7+9qn5kYTznPWxtqh3q77t642tpQm5LTNXJJb0drashVLuKxqESZkNvRXD91+uT56YmZibGm2spYqe/C3NTIYG9nS8Pk+GhleSwRCw/2dnXURGjowsxf/6JilRj4eA0TaeSUOMQEGaOEhytkwrN4yAwVuViEL0TlHSxK30ctOqQgFQRU5LiJHdXRUvDWkvMDSnpASY/quTI8yMYnGlmYMpMkbpDQizO1dLSJg1MQIWEtv8IsC8joJgbKyieZOHg1FcmB51n5JK+cVarhO0RUBZskICHERIieg8UVHIZk/GoQsyIec1dTfXt9zVBXu9NiiIX9Q33dvZ1tDrtZq5AwyPi8zGM8JlXMYwXc9pz0o5Pjo0v3bzfWVKikwqDHEQ/52xprnz26d2FuKux3tzXWppwHAbf94rnpiVMnaivKiDiEWMDu7ez4+uX3VD1qS2t9T29rZ0fz7MzE3t6n9ZcvLl+an5ocPztxamX5ye9f3m9vvdx8tfru7c6nj28/f/rw5fPHL58/pupZ1lafbb5avX/v5ujIYGdH8+VL8+/fvPr90+7e3ocPbzd3t9d+/7T76f32p/fbH75sbmytrq2//Pj+y7uXG1NdTSEJwUMHVOlgA6WssTJRox7ZoIb1mPHNCmiNEFgmLiwXA+LC/DA3O8LOSgrymjWwXhu+34Ue9hIGXNguG3ooQJ+pUS00GWZqtedabPNtjska/alyxely5XiZYjwmn6rQzlUYzlda5irNE+W6U2W6sYTxZMJwPKY5nZCdqVRNVBvOtXgv9pZPt0WHKzw9MUdHQBRTYSJqwnC959mtudXn92/dubn0YvXR/RuP7t+4f+fqo/u3bly9eGnhnNtuqa1MDPR33bp5Zf789MnRoZdrz188f/zg/q3pqdOnTx2/fePy1sbK+zdb799sbW2sPHl09/LFc6lgWKpx9uaNy8NDvZNnx15trPzR8H7z5uWbNxtbWyu7r1/tvt7cWF/Z2d58/+7Nx09fNp4/GeuoiqsIMT6g04geD9LHArRqWWGtoqhaVhgX5ke4eVFBQZiXF2Ble+npPkZamaigXgttNyF7ndgBF77bim7WIEYD7CvN5pmk8kxEcrnRerHONJvUzkVkC2Wq+XL1XEw1HVXMRNVTMfVEWHEiKD0eEI2USsaiirGobCwmmUgoZmt0l3oT59pKL/dEZhsdIzHpcFjU42V2uelXFmd2d9ffvN16/OTB8+UnW9sv19efra/+MbJ5yhQNLgQiIGAaicim06hEAptOS3nWaCSiQaN2221sOo1BIevVKhIOq1Mp25ubGBRyfnaW02oBFwJJOCyDTs3Py0kmymxWcyoEBYdBEuXxgZ5ulUxqMhgP7NvPZXPK42Uuh1Or1hTl54OB+WI2M+/YISQotyj7SN7hnzL3fVuUfXj/t39iEeDAjANwQPr+b/9UmHkQmHGgMG0/BpRNRYIwoOz0X/6OK85l42AoQAYdAyfAQGIGScIk//bztwXHDpKRYDoGnnX4JwQwU8OlsdEQLYfKwcIx4DythE2AgSgoCIdYwiNj0379HgcBEmAgLglTcOwwFQ3NT9uPLM5Bw4F0GkkhkxcCwWgUoiweTSE8Py8nFenWqJUUMhGPwxw8sA+Pw2BKUP/4n/5Br9NgMWiTUY9CwvPzcn784TsalVxXWy3gc8HFICwGrddpOGwmEJCfmZEmlYicDhudRinIzz1xfCglm184NyficPRKpZTPN2qUiWhILuL7nDaTVuW0GCvikZDPPdzX7XVYlRJhY01lPBSwm/SzZ08PdHdI+JxUK4uQw4wEvHwW3WkxTpwaGe7rTjEmHgq8WHp45/qV1MubUIKoTpYtzJ9rb2sJeJwl0MKIQ28QkAngHDUbx8eDUTkHlHQUNv8QF13gkjPEZDgHA8IVppnFFCYqX0Ao0vPxYYtERgATC485pHSHjKXnEsscOpOQHrWqDXwqDpghJiGjVrWYhKTBCoIGWUey1C4gtYRsWjraoxLUBp02uUBAxobtRgm5hIks0rDJPoM8aFaxsFAFm0RDFUk4TAYBW1MWDbkdXAa1siy6eH7WbjaZdGoKARsLBUw6dTjg1SikfDYDh0aEfG4MAqqWiVODLuWR0tRSCwpa3N5Uf/XivEGt0KvkDdUVqYsDDgVTSYX1VYkTg31kPMZo0H36+P73L5/2Pn/o7+5wWIwaucRtM8cDvu7mxoDDZtFrhBxmMhZuqK6orSifPjPmMBucFmNNsqyuMhEr9Z+bmjje31MWDgY9zrrKhN2kk/DZQY9joLt9bvL07NnxMyePN9VWXpg5s7ny5MHt62fHRiJBn8ftvHb18vj4eE0yqpbwuGR03GPQcnFqBsrERinJhQJ8gYpapKUC1cR8MxNsYsJkBLCUjOCjs7QMiI4JjegZZWaOng7S00FeMdojp5RZxG4ZNaIXxk0Su5DCReRbeES7nAXP3C8hQpqC5p6Yq86urLfLfTy8Q8J0ydh6NoGHBoX0EpuIbhXS7GJGwKJQcwkCQrFFTGYi8tCF6RGPubutodTlSBkhG2oqy6MhrUZhNKjLy8JNtZVKiUAjF7OoRB6TWlUelfDZgz0dZeFAdSLmsZtpRKxaJgp6HKNDfROnTiRjoXjI31hToVfJYqU+OglXHgkO9Xaa9AoCFtnd3rb3de/dm7cfP75/+OjOzOzp+/duzs5MpNq5Hz64fXJ0aOzU8Y315c1Xqxvry8+fPbp/79ajh3fXX67ubG++2ni5s73+8cPu2uqzl2vPb928MtDfNdDf9fzZo70vb/f2Pux9ebu7vfbq5bOvn9/8/ml378vb11sv11aXX+28/vR17/3bd4+uXx5pKI+puTVabJOBOBaVtWhKGqXQXgO2TQppFADKJaByCSgmBITYOQFGZpSdVy2FtGhK2k3gPhem343tsKP7POSzlfKFZuP5RuNci2Ox23++xXm2xjhdZz5bbThboZurs1xvcF1tdF2otU5VGM9WmaYbnBP19tFK01hSd7bGPNPoutgTuT5UudAdP1XrGqlyNpXKg1pKd7Xz0dWzWysP1pYfP3r04PGTpaWHt548un1lcW7p4Z37d67funa5q625ub4mmYjeuX3t3t0bFxZmU/Pnt29dnThzcnig+9rlheVnj16uPH299XJt+cnTx/duXlu8d/fGg/u3Hty/tflq9cXzx2dOj85Mn3n+7NG/B+9/7/uvhffb9xuv36xtbq1s76y/3t3c3Nzc3t7e3X27++7zp09fPu5sLk4MJ838AA/cbMCcCrKatLB6FbRKCioXFcYFgAi/IMTNC7Jz3PQsJzWtlJOTkBbWqIpbTIguG7rNBG3UwIe9rPM1uumkaiIuW2y0XWtzX2ywnk+oL1bpL9eaFmstl+qsi/X2+WrzVJlmqtw4WaabLNNNJ3STZZqzZcrZSt3FButiT/mFjvBiZ+lUnflMjaE/pmwJShdOVG1tv9x4tbK+sby69uz5i8frG8tb2y+XV578IfAmYjFELKY6mXBYzEWAAjQc1lBTbTUa8rOz/G6XxaBHwaDQIlD60SPHDh/KTk9DQMBquYzHYrLpNDad1lRXy6CQcWgUkYAL+L04bAkOW6JWKVJpbwIeq1UqGBQyl8koBAC1ao3fHxwaOq5Wa3UqNZ/JdpkMyCIgDgIEpB8gQPKVbIKYioTlHMSC0rP2/ZWOAqAKjmJB6TwCBFmQDs05mn/kZw2flv7L3yHZRwiQfGxRTv5vB2D5mXlH95cU5VtVEloJbP83/0qAgSCA9Pxj+4jgAh2byiuB4UC5KgE9P+OAWSGCF2Rl7P+RioZiwQA+BUfHwP0WnVUu2ff3fyEgCkklxYC8dAi4EInC2mw+iVhIo5JL0EgGnYopQbmcdjQKAYUUI+BQKKT40MH9dBoFUJAnk4q5HFZq1bsQWPDtN38DF4PSjh2l0yhymcRmNTPo1P/8j/+HSin3uJ3/4//w3xcCC+rravJysyVi4eBA38cP775++nj/9i0hm93d2nplYSHkczPIhIp45NzUhM2oC/s9Pe0tzXXVXAZVr5JT8BgWlZQKebtt5pb6Gr1KnioUC3qcbBq5ua46JRpXlkWDHqdeJRfz2EaNsjoRtxl1epXcYzdXJ8suXry4eOlKbW1tMhZqTIa8WoFDwTaLaSw00K1kN4ZtThndLCBK8IVqNk7LJeh4RKeSpeFgVSw0Hw+S0xEhg4hXAlTSkCYBRU5FScgoAijLIGI6FbyWuI8GK1AycDJqiVFAo8EKyhy6epfaJ6GGdcKQXiIhl9RHfIwSmJLHMotYPq00bFZH7LqakKvUqqEgCs0yrlGjVElFqev+yGCf22YOepwGtcKoVcVCgUQsrFcrJAKuy2ZGwcBYFNxjt6ikotTVX6eUKSVCMq4EDMznMqhsGrkmWVZflUzGwgI2AwzMnxw/KeIyf/3hm4p4uKutmc9m+H2e1ztbKbd5b2ebzaS/eG5mdKjfZTJURsOLs9Pnp89Wlcf6u9qH+7rjoYCYxy71ulIltR67pTxS6nfZ2xrrAm7H3RtXTwz0Btx2JoUwdfrk8f7u1oaa/q42r8Ni1qmcJk0s4EpES006dTwWqaqq6uzsXHu5MTM92dHSaFJL4z6rU8kp1QsMTAQh5yerAFZhZVaYqF4e2EoF6MlAPRXqEJL1XJSSAqIVH5YR8sI6ukeC0VKBdj5CQ4fLiEUWPk5OhMRNklqPvi3isAmoLo1QQkFYRBSnmNbg1vRFHY02eVLNsgppYYPUrxYwYflJhzakl1gE1IBG2JTwVwbMLhVbRoWZxRSVgOa0aqor4o3V1c21tT6HIx4OehxWvU7Z3tZYVh6OBDxMCkGrkPzw9z9TCZiKeDjkc/W0N48M9op5LJNWWQIHs6hEEZfptBg6muvPTZ0p9TpJWJRGLj4x0EPGoekk3PzMWaNObjVpezs73u6+2fu6t729+ebt1ubWyvt3O/fv3Ux1dm6sL6e80G92N1M15jeuX+rv6+rr7bx65dL6y9WtzY3XOxtvdjfXVp+laltGRwbnz09//f3D3u/v9r6+3361fOPqwtTE6O0bi/fvXH36+M6rRy+21l59/vL1497e7pf3b9/trD26tzA6fLLSWa6h1BkZVSpshQRaIwW3qWHNiqKYpLBcAioTgyLc/AA9p5SeE+eAKkWwWlVeiwHcZoI2GaFdDvypuHCmVj1Vp51qtl0eCF3uDZ5vcy12+hba3HONtovtnrvtvgedoVsdgQuNrnONzvk2/3SrZ7zOOpYwzzX7L3XHrg6W3xqpujJUNtfhPdvq7KpzD7bFrl88tbF8b2v96dbGi+dPHty/de3a5fML585Onhl5cPfGnZtXblxZPDHYZzXq5DLh5NmxVFfa652N+/du3rh+aXRksLoiPjM5fufmlYf3br7b3UyZz6fPji09vvdk6f6tm1dWlp+sLD9JdeCkhkn+UHi/ebe2s7u6tb36anP11av1nZ2dN7sfdl+/3919+3r3w5e9vXfvP16cnWgoNZbJS/oc1B47sVEDr5KCKqTFSUlRhF8QZOcEWXkeZp6dkumiZQa4OVFBXoUCUKsBVSnza+XQfiftdFQ8lVBOlisW6sy3uvxXWzwXao2L9eZLDZbFRtuVFufVdt+lFvf5OuulBt/FOs+FWvdCrfNclW22wrRQa7/W6r3QFrrUGV5s90/VWU/WWk+2l85Pdq88v76zs/b8yZ3VFw+2Np4tLz96sby0+mrt6eryHwJvqVCQIjGVSAh43Hw2S6tUeBx2j8OeKmwx6bQ4NOrY4UNMKoVNp6Fg0GhpUMBhcxj0tCOH2XSaVqkozM/DlKA8bqfFbLSYjRw2k4DHFuTnYjFoiYCfm5nBYdAdNjubzYVC4SKxXCZXU/BkcCGoMh43KmXwgqxjP/2NiijMOfCtloPR83AiYrEAD5KQIRIyREaF/frP/zMNVVSUcTC1YoIsSM/49RtsUY6CTZKxqWQkGJB2yKIU+y06eEEWDgKE5WfCirNVQkbhkV+VFHxALfOoJXG/7cAvfxVQ8Ye+/2vWwZ8FVLzXpEGD8r770z9kH/qFjoYWZx/rqE+4LarsjMMoFMLjDdY1dnA5LDgM8svPP0IhxalOUxy2RKdVpzbT/uWf/yknO7OyIhEM+FLSetqxoy6n/cD+XyViIRaDNui1SoWMyaApFbLU+zvg99JplIb6Wi6H9cP33xYCC27dvJ56ed+/fSvi93vtdo/NZtFrJk6NhP2exprK06PHk7GwRa9prqsOuB0sKiml5UYCXrfNfGKgNyXVknEldZUJn9PGIBMiAW/qENtQXREN+v6L7Twa9NFJ+P6u9rDXHg8HVWpt7+Bxry8g5nM8JuWz63PVATMZks2A58oocC66oCvpbYtagxp2wCAOGiVtCZ+YDKXBc+xyOrukwCaj+TU8KQlKh+X5NIKEyxCxqPRChpiKmR/trQ85U9hmo4tcSn7YrGQggMMVnumOytOtyZBeQoEUxBzG3378u4LL7EiGq/12ERG1/6//aJXzJHScWcZ9cedy6v8wWhpcnD8/Ojxk0mmpBCwGAfU6bRaDViUTh/yeoNdlNeqQ0OK0IwddVtPc5JkTA70V8YhSInTbzAa1Ao9GlIWDDrOhsaaypb4m5HPbTXq1TJyIhno7WgJu+43LFzgMKriwIFEe//3Lp1TO++riQlUi3tfZ5jAbasvjkydHqmKRyfGTt69dbq6rTgnmqfy3gM2wm/R9nW1nx0b7u9pb6mt4TJrXYR3u6/bYzW6bqbGmItUs1tZYG3DbMQiIVSMNuixum8njsHZ3dfT09PT2DZwaOz0zM9dY32DWqaZHB8e7GiJ6IbXgIAN4sCT9T14RtMXFbjBRKtX4sAQbkODjWo6YCFQxoHoWTITN1TPBQTXFyoXp6SCfkhE1ClQUuFNM7Un4znbWxE1yC4+sF9MFJESV3xTSChJG0Xh1cKI2eLE96VFwwwapXcwoPPhdjdc0WBvzKLhWIQ0Hzo7YVXx80anOyunj7VGfWS0T9PV23rx8tb2x2W23SQR8uUxktxnFEp7Fqu9orm9vqmNRiXg0/Ncfvjk9Onxu6kx9VaK/q81tM3U01x87tI9NI9VXJaJBb3NdVVV51KJXx0p91YnY+MhQTTJ+dmzk/PSEgEvTa+T3b9/a+/3rv62K7b7a3FrZWF9OfSvLT3a211OVqBvryyl+X1iYbWyo6eluf7L06Ovvnz99fP/2zdbDB7evXF7Y2V5/tbGScmltba6929348vH12vLjqYnR9pbamclT16/MP3l0e+fey7dru+/ef9z9+uH93ufPe5/f775efbD09unVnqSzzMCqtjIqDbiQsKDFgm7QQaJiYJm0OCEtjglApcwCPy03RAfE2EVlwmNVstwKeW6loqDFgj4e4pxKiE8lpKeqdRd7A4t9wYUOz+Xe4GKnb67JvtjhvdPiWeqLPB4su90bvtodutIXnu8unWh2Tdb6r/ZW3hysvtRbttgbudAbmGq1jtdrz5xsWbp//sWzW7duXVxff/b7h9crS3fuX7uwcO5sCt6XL57bXF/e3lgbHz0eDnidDvOpk8OfPr7Z2V5/vbOxuvL0zu1rA/1dJr1qdur06oulJ4/urq8+W3p4JzXQsrW5llIyPn18s7ry9Phw34WF2b2vH/9oeO++Xd1+vbK9s7a+sby2trK7+/bjh9/fvf388e27rdfvtz7ubX7e+7K39/D6fJWZXSEFH/czW/SoKklxlRxSKYOEefl+Rk6QlefnFNop2VbyMSc1zcNMiwgyyyQ5UUFanJvfZsD2OWhjYdHpqGyyXHW1xbPY4LjcbLvSYr/YbD1fZz5Xb15sdV/u8l/q9F1rCV9tDl1vjdxoC19rKb3S7L/ZEX7Qn7jUGb3WE73SVTrdaO+Jac6Pt374uL7xZm3txb1Xa4+21pe21pc215+urj17trayvLX5h8AbVlxkN5uEXE4RoMCo1URLg3w266fvvmUx6bFo+C9//hcctsRmNTMZNI1amZuTVR6NlEcjoIJ8l80KzMvlsZgahTz96JGDP/+skclIOKzDYk6BCgaDCAQ8LpuDQiCddodGpUYhkFQyRcDjyyRSNp2ChkPoZAIBg8o8duTIgV9RMHDakYOIgt/yDn17+Lt/EFOKLRKKRURjwEDwjN+O/fgXCQ2rF7EAv+0Dph8G56RlHvo1/cDPkLxjOgGVVJRu4OI4qHxycYaWT+FTMQQYiIVH0VCQUqteQiUAjx4oPLxfz2USMajDP/+QduBXNgkr4zJkbKrPrIXnpTGpFGgRqLWxYWRoMDczA1oEEvN5bDqNxaT3dHceOrj/73/7C4fNTGndUomIRMTDYRAiAUck4OQyidlkEIsERoNOIZcqA2yKiQAAIABJREFUFbLMjDQIuKihvhYKKVYqZBQykUTEFwIL5DKJSMj3elx9vd0oJPzHH76jUajXrlzd+7q39/X30eEhCZ8z2NNp0qrkIn5Xa9P56bMkLBqLhA10dzgtRiSkyG42NNRUxkIBjUIqFwvmZ6ea6qqNWlVzfQ2NhG+urzHp1ODCAq1SFvS6IkFfd1ebw27GlyCNWlXQ44yV+k0qxUhfT8rE4LbbyqORlNYiF4siwYBEwIcVAVHFhWoejYEAalkYYv5BaUl+XcQTdxlrAjarmM4rAfKQ+b0Jd0jDoSHAPDySg4NR4Hl4cJpDzYg4hW49vdkndojQIQN/oCEuJKPdKpFHwS+3KGeGOmTUEhwwwyphtSeCLBSIgQCKiIiAQdwcd1cFbR3VMTGT4LVoA07zzsvnFfEIHo0wapReh9VhNgz1dg31duVlplEJ2MqyaHdbs0WvqU7ExTy2Ra/hMWnNddWpkHd5pLSqPNbV2mRQK8DA/LrKxHBft1YhjQZ9PqdNKuA6zIa2xrqw3z061Dd2YpBNpxza9/Px4cFPH9+nDGsuq8nvsleWRaUCbsDtODHQOz4yzKKSokHf1OlTIi4rxexSr8tjt6SE+kd3b9Uky9oa67wOayTgrSyLKgVMAZ3Q29bQVl95/dJCZ0sDnUwAFxb43S672ZTaEehoaTbrdbWVFfXVVX1tzX1tzXWJeNBpCzptDAIWCshDFgGFsN/k2GwrB04G7nfLiC4Fxa2iBfRsHR0mJxQa2OiwnifAFsrIUG4JkAHPpYIzlKSiuJZRZWT2h9XHE+aYhl5u5NYF7Qw4oCnkckiY3eX+/sqghUOgAtMqXcaARkwD5zkkTDOfUuU21HhNneX+xpAn6TaXmjVTo31f32/5XEYhj26xaJKxUHkk2N/VFg/5MQiIWibq72rrbGmIBDxV5VGdUuow6w1qeV1l+VBvZ3UiFg/5K+LhinhYq5CIuMzTo8Nl4YBOKe1ua/LYzTajtrejZbiva+zE4P/J3HsFtZmw6YJzvVW7tWcn/an/zt12t40TOSeBcgBllHNEElFCQhEQIHLOyWQDJhuMMw7YgAnGYLDJOeeM0V5o5pytUzPnqufUVr2lC1VJl9/zve+TPrx/11xfAwV54tCIidGP5kvz5cXXr1/P3757+fnLyNjokEVpdXqyvzA/NfllzNIHujg3OTYy8Pb185GhvqH3b58/6fz0cfD0aHd7a2NleX5sdGhra2l8fOD9+xdDwy8Pj1YOjzcuzaf9/b2FhYWlpaWPH3dNfP64vDo1Nzu9sry4tbl+fnayvbWxu7N1dLg/OzM1Nvi6ubo4xxiZEsYvUDCLgv3z+O7tev90gWuWxCdDBkkSQuI44FgW2MSBJrKhUVw3I9/LJPBNEkMzg5HFKmxdPPlBOrMrJfBZZvDrwsj+SuNAbXL/vZS+2tS3NSkDdQkjTakjTemD9anva9OG6rOH6/OG6nL77icPN2ZMdhR+bskbbykY77r7pin3SUPG5Kfhs8PtucmxL2NDEx8HPg6+21qdX577MvLhfWtLQ/eLx5aCtc8TH/t6Xzc13qutLRsbGzg62lpZmZmc/DgxMdzb2/3q1ePi4uyHD5vX1uZGRvpGRvq2tpbGxgY+f/6wubF8dLhzcrxnEZzfq63o631tNp+Zzedm8/np2eHR4c7pyf7Z8c7xwaZFLvAfzsnh1n88p7vHJzs7e8v7+6tnx1v7O8uHuyvmy8OD072j88ODo921jdXNzc2Tk5PT47PD/aPjk7P9g6Ojo5Pj49OLs6+XF+bRoY9pian349iNMbQimW9xoFeB2CuR7ZEogkULEAkscCwTGE3z0VO8tTRfLQOoZQDVTGAi3Sc3EF6hxt2LId2Lpd1PFLRnKB7lRr+8G/WmPOZdleldlam3MqHvbmLf3cT+8qT3lQn9FaaB2uSPjVmjzTkfm3IHGzLfVScP1mV9bCvpay9tqcx81nFvcXZ0e21hfWn+f424f8hYCk42Nxf/AeDhfuWnHxEQMIdBd3d2qiwrzcvK5DIZIiEfDPIlk4gBRLyri1N6WoqAz/3t6q93blhdu/Irl8l43NmB8/eLVMh9vTz9EXCdUpmSYAqWBCaY4hwd7Ly9PT083LhcNo/DpZIpFBLZH+WnVWtKiopt7ljDoTA+m8GikYHeHigYmITHONre8fVyR8HAGKAbmwBjYn0cr//N6fe/elv/ysMgaDCQw+8/sHAImLu9l/1tAhzo42KPgfr6gwFCOl7KJAJsrhik9OggplbKTDFEIH1cgC52gUwywttVLRP6+7jbX/0pJjwoOlgSIuLz6ZRwiQgOcEcBvVgE/wAkWCUTWjzuv//6C5fJMBr0QYFiagDRw8U5Py9HKOC5ujjdumkVFhqcnZURJJOgkHCVUhEeFoLDorEYfygEJOBz/VAIS1KNt5cHh810dXFSyMMQcKiDva1ep3F3c4lURUQZdEmJJqlEzOOy/VAIH4CXQadvbmwyX5oPd3c6WlswSBjU17uytIhBJipCZDOfP5Xk52SmJBrUSi6DGh+tZ9MpfDbj7asXYUESuzs30UgYCOBZX1PZ2lgvFfFrK+/CQD4apbyxruZBS2NjXU1ebiYcBqLTSOHB0tR/p4Fj1CpleFjPy+6UBBOdTJKKhOnJSSZjjFQkZFDImohwHAIqYVEUQkYgCZmsEMrpKArUnYMGiojweLkoAORCgbonqaQBIBcpncTFo5gYaBALZ4wQ5JjkkbKAIA7yfnZkU37UvbzYrFglGwdP10fkxKgkAcjm0my8r0sQHddQmJ4VrcyKVhaYdKUpMRwsKDqUl6QNjQoPNOnkUcoQLAKEhPi2NdaXFuRmJCfIRHxNRPjDtuYQiQgB9sX7I590ttdVlScYo3QqRUVJYXy0PsUUy2PSUkyxihBZYmx0jE4NAwKUYcFGvUYi4Oakp2CQMINaWZKfwyAT2xrrK0oKPw72JRgNURqlgMPUqhS1NVV7u9tm89ezwz2jXhMcKOQxaT3dz9AIaF5m2tLsVEZyQlZqUlyULjcjNT3JRCFgq++W1FdXCNgMZztru9s3dCrF0uxUbkaq5XTPIPjlpJpedLW1NNQ219eoI8LxaBSdTNQoI/Kzs0oLC0oLC/TqSK1KOdjXGx8TzadTirLSO5sa0uKN0ZERcTo1nYDlUkl6HiGMBAkl+USJ0DKSRyDeXRbgHcFCRDBRYryvmo+Xs7FEX3sREUrwdRDgwQoOJkpCyohgZoSRymNE7Xn6hozI+mxtBI+SoZfX5iQZJKzSRH16pDSChSuKiSiMU1ekxmTqwqoz4rL04Vn68AS5uCA2MlUrNwQJI6U8AZWQZjJ0tja0t9RlZyeLeawHzQ3vXj1XhEjBAA8hh9H3pvtxR2t6UnyKyViYk5EYG5ViMpYV5jbVVWsiwqrvFou4THmwJEqjVCtCk+KiU0xGDp1clJsZH63Ly0ztbG1sa6x7/qgjRhdZnJdFp+AUYbLXL56bL83np2fn56e9fa+7HrUODrx79fLp40cP1lYXlhZnlhZnjo92Jywn4qG+sZGB3a3VL+Mjacnx8lBpRmrC3Ozk8dHeh+H+paWpsbH+8fH+o6O13b2FldXZ5ZW51tZmpTJSrdZ2dj5YW19cXZvbWF9dXJhbWV5cXlqYGB/7NPZxZXlxaXF+9EPfl4/9PV0tFclReZHCEiWtOARVIYdXKMA5Ys9EjlsSzzuJD41nQ2IZkDgmNIbnY+SB4riQWA44ngtKCQTlymFlWr+6KHprAv9JdtirUt3byti+2qT399OHmrPelEe9rYztrU7or03qr0l9X5s23JAz2lQ0/qR0sCnzQ1POp9aiiYcVY4+q3jwoef2w/O3LJzvri7sbS0uzn4f73wy8e7m7sXS0u25JLx94//bs9OBgf2thfmp6anz04+DU1Ojc3MTa2tzi4uSXLyPv3r14+LC5u7trbm5idPT9+vr81NTo2NjA8vL0zMyn9fV5y3ljdWV+dubzwPu3Lc31lhemPwq8D4+2traXL83HJyc7m5uLZvOJ2XyyMDvx7NXTrmePJuemtnY2d/f3zs7Odnb29nb2T88uDg6PD49ODg6O9vcPLy/Mx4cnk5++1CaH5ChIWVJohdK/LByWKQQk8wExTK94BjCaBjBQvHRkLy0doGOC9CywlgWNpgFiWd5JQkB2CLhYha7UU+rjRc1JIc8KI1+WGt5VxPZVxb+vTOi9G/e22NhTFNNfYeqtNPVXJw7Vp39syh5tzR9tzf/QlPOprfTTo6re9rvd7RXT4707G/Mr85O7Gyv/1eC9sbHwP8BbwGHDwaDUxAQxnwf2AQQFitURCl2kKjcnC+DtyWTQ1JHKCEV4oFhIwGPv3L55/eoVCpGQFB8XgMN6ubkaDXoSHkfAoCMVcmoAkc9mCQW869d+s7OzAQJ9FEp5oEhMp9JysrL9UX4QEDhKb8hIS79985aQywoKFBIwfmw6BQoEGDQqrUrx2y8/Al1tQG42chFFQIF72/3qcuMnLhbh5+6M8naWMIggZ2tvhzsUfxjM2w0D9QW4OCJ83OAe9nDXW/lxyqIEtTqQLiCjvZ2s7W9ciY4I4VPwPg53CFAfrUykEvMcf//F1eZmrCZCyCAziRgJhw4HuFMwSBGT4u7sZDHFKUJDQqQSOBhEJ5PQSIRYJAgg4jlspsXoVVtTFRwkDQmWkUlEkZAfKBbyuGwL4c3ncXx9vK9e+YVGJQfJJHa21pJAUWpKUnycMVIVQcBjg4OkxpgoCBiIgEMFfK5QwBMKeNJAyYO29r2dXfPl18nxT4F8TqQ8tL66IiI0SMhhdrQ0xkfrO1oaayvKuAxqbkZqQ21VSUFutE4dLBHZW98CATwzUhKL8rI1SrkyPORucYGIx042xWanp0SEBacnJwiEHAIeDQYBwoOlL550KUJkVWXFNeWlTCrFaNB/GHgfLAlkUMgpCaZonTY8OCgh1igRcAfevFRKBRBX21AWMZSJK0vWaXh4ordtEAkeziYIichETVgYn06EAVRinlLEDufTeESEkIyUsdAsnE+MgjPypOpNc3GyRqoN4ZEQvmwc/EFlgZxFYKB8Y0KF1dmJGQYF3OWOTsrpqi3Ry7jphrCoMKGIik2L1cRpFf5Qn9SEWKNe3XivWquUh0hEIRKRTqVIiovJSk1KS4xHQoC1FWXjI0MWjjnFFJueZCrOyzbFGO7XVllcYVIhj4BG5WakRspDyXhMT/ezB8332xrrY3TqWIO2rqo8KS4mVCqSiXjlxfnqiPDM1KQEU9x/57zvVd7ls+g56SlPOtstSHy/tio7LfnTh8Ga8tJYg/ZZV8fThw8etjXHGrRcBtXZzpqEQ9dWlN2rvCsPllbfLSnJz+FQCYVZKVnJcdlpSXmZqRIhD+LrDfQFhMqknW2tUVrN57HRitISvTqyrrqq52V3WKBQKw/NTIxXhwUnG6MyE+OzkkyfBvsTI0JC6VgZyTdHy4oSQlVUDz0DpKECI9jocAYqnIGSkuEslGcoE8PF+IawcFyst4joLacBY4TI0hj+k/K4B8XGTB1fJ+VIyP6JSllOlILo46TiEB5X5VWnRUewcFyUd11WXENeclKEpDhRpxEzY8NERcmxUeGSBE14nFaRn5HwrKstSheRnmJi00h5man5WWllhbmxBg3eHzE3Of7q2aOywtyKkoKC7PT7tZU15SWdrY0Zyaby4vzwoMBIeQiDTCgvzo8IlWWlJvZ0P33Q3FBVVnSvsiwuSltZWliUmxlr0MQaNLUVpfLQwPQUU1lRoWXz3t3dHhzqHf7Qu7uzPj83OTE+sre7sba6sLO9dnK8t7w0u7m2eHq0e7C7sb+zPjs1Xl1REm/U52alrq8tmS/P5ma/bG4sf/o0ODbWf3i4Pjv78fOX0aqqCpEoEAyCYzHEysrq/f3di6/H62srC/OzB/u7W5vr83MzgwP9nyc+zc5MTc9+OTrcPd/f2V+Ynu198rg0ocLALVTiqxWQPKFbMsM+heOeLgAn8iBGJiiaDjFy/YxcvygmUkuDaMjeOppHLM8jSeJVqMBUGaiNScLWNElbRnBHbsSzUv3rqvi+GlNvdXx/bdJQffrAvdS+6pTBuqxPrUWT3bUDLflDbcVjD6s/dtW+66x5+7j+09DT1YWpw521o931qfEPz7ra3r58srowtbe5PDX5qa31/sD7t3u7G1ubK2urCxaxnqUt+/Bwc319fnp6bGjobXd317t3L9bW5j59GtzaWtrfX19enl5ZmZmbm5ibm7D8cHlpdnFh+vWrZ10P2wYH3q2vLf5R4H12sbv577HqhwfbR4c77W2NHDbN3cebJxKOToxfms07u/vHx6c7O3unp+cHJ6d7+4fHJ2enp+d7ewcnR6eW6L2thU+fejqacw05YcRcGTxL4BVPtk5hOsYzvWPo3lFUTz3VS8fw0TFBOiZEw4SEEjxCcU4KkmMMxz1NBsyX+1XpyE3x/PsmYVuq7GmO4nWx9l2poe+u8X2ZceBubG+lqa8qoa8q4X1tynBDxkhz7seWvJHW/OlndR86Kt51Vo29f7y7Obu/s7y8MLm7tfq/Abwtf7i5ufgPCbHG9OQkdYTC18uTSaXQSAE2t27i0f7qSCUY5IvDokuKC1VKRXCQVCwSoJDwsCAZEgphUikUIsGgUcfHRAcFikl4HNjHFwqGkIgBSDjCxcXF2tbG2tbGD+2Pw2BDg0NKioo5LDYcCnNxcv7+2+9YDGZGSnJZUSGfzSorKjQa9BkpyQE4LAoGdblzCwf3xUA8iChPMspLwsT5e7sAHaxBztZe9rc97W653L6G8PHAwiHu9jYOt6zIWCQa7EH3B4ZziZFiGt0fePXbf/Fxc3C3u+lqYxUhE4QKWLwADIfgj/b1oPvBIO6OVDRcwqEL6CS5RKCQCnEIaFig8OrPP1GIhPTkJINGnZeVCQMBA3DYEKkkJTmRSiEFEPF/++ufvTzdeVy2RXOujJAz6NQ7t2/GRBtM8bF0GoUUQAgOktJplJBgWVpqMgQMDAsNftTVqdVEwqBgSxabxSnOYtJZTPr33/3d0cFOwOPX1VraF74O9L579KD10YPWSHmoPFgaa9Aqw4JxfogUU2x+VrqlA+P1i6fF+Tkt9+v4bEZxfo7JGKUIDcpKS9Yo5Y8721vu1yWbYmViQViQRMznGDQqEono74/C4TAoJJxBISeb4jtaW3pevFCEhoh4XAcbawIGXV5S3P30SUZKcl5W5ttXL9sa6/PTU8QsKo+MY2BgSjErJlSoosONYlK2LpiPg/AD/JAANxwcxKWSpMyAYA4lhEslwrz5ZFSUXBAuJCfpgypT1cUJkUIy0uHGz3wqlgD1ljJwhSaNhRePDhFIKGhNICuURSxM0KdoQuNVso7a4kgpN0YVLJfwiP6wu0V55cX5r549Li8uEHFZ6UmmssK89qYGLoOqCJE52tzWKuXyYKkyLFinUjTeqw6TBbKopL43L7PTknUqRU56imUpb71fV1lapAoPedLZPjU+mp2WrAiRxUfr46J0dBIhPCiwOC9LGRZ02+p3qYifYIpbWV60VIJa+tk6W5t4TFpRblZna5MpxqAKDynOy47RqXUqxcunj7qfdFWVFXe1t6gVYUW5WVEalaWqta2xvu/NyzcvnmanxJcX52enJakVoRIhDwoBubo4AX0BYB9AQqyxqb7u9YvnZUWFkQq5MjwMCvRlUUl1VeUD794kxxs7W5v63ry8W5QfKhXLGFwRGa8U4LVCeLoCH83yShP7xdJ82Ui3UIY/xvMOFw0IZWLkvAA5L0AYABeQwVIqJITmGy1GZSppZfFSUzgFbP8D3OWOjIZl+YNiwwQxQdzcGHmWITRJLjSISLn6oPIkbZpGFhvCz4/T1OYmG8NEydEqPgWfFK1+8+RBWX7m80cdsQaNShGSlhiXHB9TkJ1u1KsD+WwGmZCZkiAPlhRkpzfX15QX54fJxHmZqU8622orSjOSTfXV5elJ8eXF+V3tzYmxUV3tzftbaw01FZkpCfcqyzKSTYF8tloRWl6c/+JxZ6Q8hEUnpibFlRYWnBwdmy/NZ2cnC4vTZvPJ+tri2urC+trizvba3OyXleW5memJkQ/vVxZnvp4dXpwe7O+s72yuWPxOfW9fHh5sWwTnFmp8dnbccnhsammkMxl29s52dm4gECo7p2B1fe349Mhs/rqyvDg1+flRV2fHg7bOjvaZ6cmvF2ejXyaOz8/WVlY/9L7te9rZ3XS3LltvDMJl8d2yuC6ZHOd0jksGD5DMA8WxIQYmNI5HMLIJBjomMgARjveRE90jae4GrmesAJgajMpVErIVuMwwXL6aUhUvaEwPflMR11MZ31uT1H8vpa82+V114kB9xmhr/mB78VBH2eizeyPPG3s6ap4/uDfc92x9dfLkcGt1aXprfWFy4sPL5w+H3r+ZnxlfXphcmJ/q7GgZHHi3tDhj6RRZW13Y2lxZXZ1dWZlZW5ubm5uYmfk0M/Pp06fBiYnh2dnx+fnPR0dbx8fba2tzq6uzluX7y+fRpcWZrc2Vvd2N16+evXr59N/7vP8Y8N7ZWTo729vZWTk9O/h6edrQUAeFgn/99dffbtymMDkDI2PnZvPG5vbh0cnxydnu7v7e0fH2/sHh6dnFV/PJydnR0cnJydnx4cnp18v9g+0vwz13k5RGHjSD75POcsxm2ZlYXrEsTyPTK4bpa2ABdUyQmgaMoAAFWFce2kmCc5JTXDR0l2imS7oYWBrhnx9GKFVRa2M4bUmSxxlhL/Mj35ZoB8qjXhTqX9819lTE9VYlDjakDzZmDzZmj7TmTzxr6mkpG+xuWZ4ZXF/9srY2s7W+sLH6n7aE/bHgbUmk/wd/BNzT1UXI5VCIhOaG+oiwUBaNGqPXWd+5BQb5VlWWo5DwCEV4dVWFVhOpUavUEYqwIJlUJIzWaStKSx60NAcK+I62NlQyxRgdAwVDrK2t//rN36xtba5ZXbdzcgT6+KYkJeu1OqUiItGUAINAnR2ddBotmYCHg0Febq5ZaanUAKKFPg/AYYuzskUsOskfKpeyZdwAGTcA5e0MdrGjouEOVlfgXi44OMgP7IsC+dha/e5sZ43zg4M8ncHudgC7a2SEN8kP9P1f/snF3tof6u1udxMDBdDxKKiHk+P1X0kIUFS4LC8xOkETDnK1J6KgQDfHq9//3cPZAeLjlRgXq1FG8FhMZ3u79OQkDxfnABxWxONKJWKLRRvtjwoNCbKwCRAwMMqg06hV16/95uhgJ+Bz4+OMDDqVw2YSCTgmgwbw9gwPC8lIT2XQqepIpTw81A+FoNMocBjkyq8/67RqrSYShYTDoOCaquqGuvqv5xfmy6+tjfeFHKZl20uON058HE6Ki8nNSC3IzoABATqVorO1ScznPGxvedrVUVFaVJCTmRAbnZWWnJ6c0NHatLo49/LZY3mIjITHZKYmZaensGhkd083e3tbd3dXPB6LQsIT42LvVVU+bG9rbqgvLynms1lCLsdiGVDJw4MlgQ/b2/gsukGtVIXIMhOMXY216mBxkk5RlagqjY/I1MhocM9ICUdAJZDQKC6Dqg0WylgkERWH9HKi+YPVMp6AjOYSUUFUpEZMp/mDba79HMRnBKCADCw4TiGKDReTIB7BDLxSQBt82vamvc4QxIvgUxUiJsTVBg324NMIBlVYaUFOTUVZWJCESQmor67gs+hhssDivOwUU2z13RILZlffLZGJ+MGBQq1S/uhBqzIs2MfDlUOnlBbkVpQUGtTKGJ06xRSbHG8k4zFNdTVPOtszUxKLcrMKczIVITKtUk5Ao8h49PNHHXFRWh6LnpGS+OL504311fOzE/PluVoRFiQWpJhii3Kzutpb3r16kZ5kevrwgUTAJWL8Hne0dbW35GelP+vqaKqryc9Kb6ipLC8uuF9b1dJwb+Lj8Nri3OvnT6K1KoM6oq2xLlQWCIOCb1hdu3XTytnZGejtRSbgW+43vOl+8f7d256X3fKQYDGfZ4myN6iVakVYYU5mZWmRmMeOj9bHaaML0lLvFaalaQWZkfRkqX9eeEBOMIGLBoSzMP7ut7gYX42EoQ6kRwjIDDSIiHJn4325OHdJgGcQyVvJRQQxIG43v7nz818EBATQ7jod5a0R0xMUQjrcPYiKytcHDndUNWQbw+n+JoUwgk+lIH0ZaEiYhFtdmtvRVPPqSUeIiF9bUXq3KE8i4CrDgmorStub6nMzUsKDAi2ZM5HyEK0yvLw4/2Fbkz5SwWNSk+Ki25vqLYiuVYanJsTqIxWWztCmuur7tZUNNRVNddXpSfHKsCA2jZSeFP+ksy0uSivg0vKy00aHh06PT8yX5oODvZGPA5+/jKytLuztbpye7F+cH+3vbW5vrb7sflJVWXq4t7m9sby/s35yuHOwu7G1vrSzuXJyuHN0uLO7s27pCd3f25yempiemujv6wkODbGzd/7lF6vffrO2sXGLikqYnVu6NJvNlxeHB3vLSwsvnj/tetjR1tr85vXLD8ODg+OjG3t7n79MvXn1erC3Z3zw7fsXrfeKEtMCoUkcrySGUxrbOY3tamK6x3GACSJ/C3jradgIAjII4yvFeIYQPcJpHhK0nYLioWb6KGleEVRPowCaHUEqjeLUxkqaU8I7s1WP8jTPigw9lab3dSlD99Nf1aT3txYNPKx61VH1rLPm3euH8zNj+/vrh3vrX8aHVxanpr98fPv66cfh3qX5L4d767Mzn188f/RhuP/jyEB/35uZ6YnNjeXzs8OVlZmxsYHJyY9bW0unp7sHBxtzcxNTU6OfP39YXp7e3l62oMLm5uLm5uL6+nxf7+uJ8RHLbaP33auPIwML81OHB9t/FHgf7a99/Xq4vbVqNp9PTn9hsJjf/fTzr79b/XD1FhiBKa+5v3N4enT2dW//8OKr+ej49PD8fO/oeO/o+Ojs/PRrWAU/AAAgAElEQVTs4utX88XF5fHx6e65eX3vxGz++nmoJ0MjiudBU9me0ehrcUxXI9PNyPSIZftGc8B6FlhNBSvIvhycJ8vfjevnIkI7B/rbS5C3wtC3VEQbIxucKERmh+BLIqnVBk5DvKA1UfQgRdKUFPQoN/J5kf7V3djeupS+uvS+uvShltye5or+x40zo+82Vr4sLo4vLk1tbiyvLv2nlrD/EvBm02kCDlsXqVKGh7Fo1IrSEoNGHRcdhcOif//tCofNxGHROCxap1UT8FhfH28SHlecnxcUKKaRAqJ12ryszGidFoNCUsk0gUDk5ORibWNnY2tv6+jk4uHp4uHp5eGZl5PLYjBZDKYxOoZGoeZm5xDxBDQSFRQo8UcgqQEkkzHWw8U1RCoT8wWBPBGfyWSRcU7Wv+EQnli4l4edldPN3xDerm62t8AezgwiDgMD+8MhJByagEYBPFzt79xwt7uJ8HQAOt12vnPNzdGWhMf88Nd/dLG1sr3xq8PNqyigB5uIJqEg3na3UvSKQBru9s/f0DAIPp1CJeKoAUQ6mZSdnibm85Li48A+AB6LiYCABRy2RChgsxiFBXmSQBGNSsbjMFwOS8Dn6rRqAZ8bQMTzeRw6jcLlsMQigYDPLS0pKi0pQsChOCw6NCQoUhWB9kdhMf5RBl1FeVmkKkIsEtCoZCgExOOyLa0kFBJ5ZmrafGk2n58N9vXKg6UJxqjnjzoTjFH3a6tePH5YU16am5GKAPvKRHxlWLBWpYhUhLU1NcjEgqBAYU1FWdeDVpU81BLx8biz/W5xgZjPuVtcIOSyYCAfGAIORyJgCDibzUYikYpwee/bdxFh4a2N98V8Xl11VVtTo5jPi4+JTjbF89msjtYWo14jYDPuFuVnJsYrZIFZSaZADlMvoUvJiHA2gekHJEA8xQwSFgII4rMUEk4Qj2qMDJEHsgVUAsUf5g/0pGORQTQsBQaAejiFiLlSPtP2+k9UDMjX4ZooABXBpxrDRDIaVi1mNpdm62VcmPPtkvR4hYgZowoOE3NedLU11VXXVJQlmOIUIbLUhLgwWWBhTqYmIry+uqL7SVe0NjJSHmqKMVg6ti1QbdGIWV538jLTqu+WTE+MlRbkknDoguyMproaSx5qZkpiQ03l/NTnBGNUSX6OiMuMi9LKgyV5WenK8JCmxgaz+evXi7PL06PK0qIUU+zzR52vnj2+W5Tf0nCv+0nXvcq7CcYogLuLPFiamhCXkZxg+d7SMPZxsL++ukIi4D560Pru1Ys3L54mxUUHBQrLivKBvgCr679fu3bNwcHB0dHR09UF64dqbqgfGRxISTA96nigVSk7WlvSkhLjY6KjddqcjHSLxj5YElhfU52ZmlZz926KUZ+gDg2m+RkE2Eg6KJIKIIOdiEBHjJcNEewipfkrxQwxFS2i+FMwUAYeSoG70WDOLD9XLtabhvRwvfkjBw9DetqhvOxZaF+E2+1wNi4mhKPiB8hJvjVJipbcWCLAWkSE5pq0YXxaXooxJcHw7tXTe5Ul3U8eGvXquChdSU5WYWZ6TnpytFbV96a7rbFOyGGkJcZFaZSlBTmZKQnx0boUk9ESY56WGFeSn93eVD8y0Ptl7EOMLlITEVZbUfr25bNIeUhlaWFXe3NP99Pluank+JjstCQOnVxRUhAiEWalJ+RmpS7NzVquo5eXF2vri4tLUyfHe2bz2eXXk/Ozw73djcWF6fa2xtKS/M21xaX5KQt4b60vbawu7G6tnhzurK7OXlwcWJBme2vt48jwl8/judk5IBjy+5+ufvPd1e9+uPHXb34DQTHlVXWrmzvrayvnZycb66tjoyODA/39fe8GB/oH3vcNjX1Y2lhbXF1bXFze2dre2VyZnRwe6n1cnxOdHk6PonqaqM5JdMeYAPsYhnuaFB3LRsSw/fQM/wgSSoYBC1HePJQHz9+djXAU4zxleE8R2lnk5yQneUfzUSYpJikQlyOnl+p4lUZhQ3JwZ17k0xLdk2Lts6LoJ2XxbaVxHfW5fa/b52c/7u6ubm2uHB9vf/kyMjs7/vnzh+Hhd5OTH5eXp4+Pt8c/fXjz+vngwLvhob7hob7pqfEvn0cnxkfm5z9PT49tbCzs7a1ZNN6rq7NzcxMLC1/m5z8vLk6ur88fHW1ZGOjNzcXed6+Gh/qmJj9NT41/GO6fmZ5YX1s8Ptr9o8DbfLF/tL9xdnpwfn6aX1hww9ru7z/++s9/++H/+qfvvv3lJp0nHRr9cm42b+4ebOzs7h3sH56fH5yd7Z2c7B4e7R+fnJ1/Pb+4PD09PzGbd07Np5fmk+PD8YHX97IM8QJUFNnVQLHWUWz1FMcouoeB5atnQbV0qIoGERAALH8PGsyVAXXjIt3Ffm4iPwcB4rYI6RSM89DQQbECZIoMkxGKzwnH5ynwVVG85pSQ9gx5W1bEo0JdZ77uQa7mWVnsk/q786P926uT6+vT61vzyyszi0szqyv/5YI1y6vVv4F3UnwcNYDIoJBDpBKJUKBVKYVcDotGdXK0j4uNsZx/LUCORMAc7G0zUpI5DDrQ2ysiLFQRGuLiYI+AgGmkALk8wtcX5ObmYXXjlpu7509Xrl65dv2mra2dje2VX371dPcIDQ6xt7Uj4gl0Kg0CAkuEIgaFymWyRDz+vapqH08vIhbX3HA/MTbZxwPAIBMDcHB3R6s717+HeTvh4L5Ot6+DPZzd7W7DAJ4Ot6xsb1nBgABXRwcHe1tHm1tMon+ElAv3drrxy7dujrYAb0/b21f//P/8H07W1ygYuPOda94Od0Cu9jQMAgtw4hKQvAB/IY3oZmeNAPvKQ4K7n78IFPBppICMlGQ6mSTm82L0OhIeZzToA4h4LoeF9keRAggiIT+AiA8JlgXJJFQKyXICjYk2WAhvL093HBYtCRRBwMAAIv7WTSsGnRocJEUh4XweB+DtCYWA5OGhkkARCglHImCxxmguhwUGgnpevzF/vbw8O52fnqoqKzbFGDKSE0wxhtKCXEswi1YppxCwzx91ZqclhwVJ/BFQJpVEIeLUEeGPO9vpZGKIVNzZ1hwbpeOx6PIQmSI0qLGuhoj1pxBxQCgECAYhUEhPT08ikejp7gGDQMVCUX52lh8clmyKjwgLlYcER2k1CbFGg0ZtKUERcpj5WelLs1PZacnhQRKdShHCIbOwMBzIXSFkcPAIEhwgYxKZGCiXjPYDutGxSE4AholHI7zd6Vi/BJ0mN1bLxiJwcBCFgMGiYN4uNl5OVgoxVUBAcDAQKtxbL+OGc0gqIT0/XpuoCtIGCyhoSFqcvu/V08+jw8ESUW5OVntbizxYapGGFedll+TnqMJDMlMS9ZER8dF6VXhIRGjQ6+dPLJdzWgA+IjSoOC87LTE+IjTIEjyekZygVoTJRHwwwLOsMC9UKtYq5cqwYAaZGCkPTU8yJRgNAjbdoI542N5i0KhCgmWHB3uWhLW3L58/6WwvLy7oam9pa6x/3NGWnZacYIwS89jJ8cYXjx/GR+u1SnmQWBAmC7TcRe7XVslE/MyUxEcPWkMkorgoXVZacoxekxAbDYOC3VydbWxsbG1tbWzt7e7cvvH7b15uriIet7XxfnpyUkRYaFlRoYjHNRljjAZ9bmZGaWHBxOhHo0GvVSnfvHk6N/U5LS4pOSreKFdGilgctLuf649CAoQGd2f5edNR3hwsSEj2o/sD2XgEGgpGQ3z8vJ2oMK9QJk4poAVS8WQ/KNLbHg92w4Fc8UAnGR0dRPMT4MFyDj45OEBFA+v5mLJEVVw4X0BC6cLFrbWla8szjzqbderw9qb6nPTkKFVEaW52TnJKU111eXH+vcqyqrKiUKkoRCIsys2sry7v6X6aGBulCg9m00jlxfl3i/JiDRoxjyXmsarKiu7XVpYV5gaJ+Xh/RIrJGKOLzExJCJWKQqWiFJMxLkqbm5EiE/Fqykvu11WkJce3Nt6/ODu/ODs/PNzf3ds4vziw7NCnJ/uWYPOJ8ZEXzx/19b5eXpheX5lfW54bev+27+3LxbnJve21g92NiYnhjY2F1ZX57a21rc31ntdvXjx7HhIUam3n/Pfvf/vuhxu/XrX/5lurP//1ircvMj4xbXho4PjoYH5uZn5uZvTjh48jwx+GB9/3967vrF6az/cO9l+9ejMwMHB2enh0tDE9OdTf87KuKN0kI+oDHA2421H4W1EUxximl57uGsUGRnNQGiYmLMBP4A+hw7wpYDeOP0BEgATiwVykOwfqJPZzC8J6yDDuagrIwITGC1DpwcR8FbVUzy4zsEoN9PpoYaVRWJYU+qyteH6m/2Bv8XBvdWl+anl52gLei4uT29vLR0dblmf62OjQ+/6eocHe6anxtdWF2ZnP3S8e192rfP/+9fj40PLy9NjYQE/Ps7GxgdXVWQvPPTz8bmjo7chI39TU6MLCl8HBnlevHr/v7xl4/3ZsdOjDcL+FnthYX/oDN+/97aX9nVWz+ez9+z4MgfjND798e+XGv3539c/fW/3f//LTNz/eCA7Xfp5ZujCbj88v9o+Ptk+O909PD87ODk/PDk5ODw6PLfq106/m80vzxu7h0eml+dI8PTpQlqLXcjA60s1I4k0V4Y6KaKciu0dSfTU0aCQNLiOBRFggHeZN8vWkQ0FCHFJEgHDRXiSADQ3kwIO7iNGuwQRPOcUrkgHQcYDpMkxxJL1IRcuNoJTo2EVaTrGOW5sc8v555+7K9M7W3Or6zMbeyvLa7NLy7Praf1rx+YeD9/b28j+I+bzUxIS8rMzUxAQBhx0o4Ceb4sV8HgQMhMMgIKAPm8V4/OhhhCJcHh769MkjjTJCzOdh/VBELIaAQWekJHu4OKORCDKZevu2tZ29442bt3+zuuEB8Pnzt99aWVtf++33O7dua9UaaaAECobEREWLBEIBjy/k8lAweNeDjoTYOC83d6A3gEwgNjfcL8wuBQMgHAY1JcEAB7u6O1q52F5D+rrbXPvVw/6O4+0bUG8PZztrm5vXvdxc4WCQrc2dqz//APNxB7ra2F3/CQH0BHi4/vD9t+7OdwAe9jAf1wA01MX6OsTTCQ3yUkoFcOebJIgHAw1h4FCOt29QiASJODA7Ozdapw3AYd2cHJlUii5SlZeVCQX6CrmctNTkxIT43Jys+rpaCBjIYtK1mkgoBIRB+2nUqj/96z//dvVXfz8kDou2NJEAfQGvX3UL+Nyff/ohLjaGyaAFioXRUXo/FMLD3ZXNYiARMC6HZelOVSkVSkWERW1uvvz6qONBRUnhk8727idd7U0NURpVU11NXVW5JaiEQ6dIhbzyksLt9RV1RHj300fD73uNBm1malJYkCQsSJIUb8zNTGPRyOHBUiGXBfbxwvohvIG+IBgU6Ydy83D38vKytramkilPHj2WCAVx0VE1FeXxMdFZaamRCrlWpdxYWVaGBfNZdBaNmmyKN19+zUxNYdNpJQX5ZbkZFAwSD/MlIXxZWBjU6RbLzwfjZSfjUjAQTxzUh01Ei+hksJsLysdbLhLREEAGBiGkU/H+SC93Jx4rIMDfJ0RICmESmH7AcA4pOkSQYVAIiUidlBMTKpRxKQIaTh0a2NZQPdTXU5CTKRTwaFRyQXZGZ2uTJd/0blH+y6ePmupqxoYH7tdWhUrFhTmZ6UkmIYeZHG+M0qh+/PtfqURciESkiQjPSE4Qcpi5GannR/tMSgAR4/f6+RMBm9HR0liYk8ln0YUcZoxOrVPJE4wGo14dERbc2lifnpayu7N1cX5qvjh92Nb84X1v7+vuztame5V38zLTOloaK0oKozQqmYgfF6XLSU+Z+DjcVFcTH61/9ezx25fPNRHheZlpGckJURpVR0ujUa+RiQViPsfL093F2dHb29vGxubWbWsXV3cnO9sbv/9m9dvV8OCguuoqPpvVUFtTXX63rroqLjpKJhY97Xq4ubqSnZ7GptP8EfC+/qfmy9OCzMIoRVxNYY2MzaahvV3v/CsOYIf2tEa43SbD3MkIbzzYjYmFkRA+RDSW5IfCAgEEoIcQjxIQ/ChIGJuIRwOdUQAHChJAgLiKSAgyzJWPA4mI0EQJLprvr2YjTGFMAR4cSMOYdPLCjETLgz49xRQRHpSaENdaV/u8o7MsN684L+vjYN+zrgdd7c1fxj4U52XlZabeqyyz0AQ56cl0Eh7i4xkpD7GUryQYDdlpSe9ePR8d6hdyGPHRuvrqcmVY0JPOtoxkExoBCZOJ05Pio7WqKI0yMyXh8cOWjrbGyrJSy+ZtNn/d3du4+HpoWbstSSPra4tDg72PHz0YHupbW547P9n/enZoQfGvZ4d722vLC9NLS18+fRpcXZlfXVmw7NxiYaC9rcPPV2789OvN73648Ze/Xv/2u9t//uuVv317xcsHVltTtbK8ODM9eXZ6vLqyNDM9OTjQ/7L7+cn53snp/uTk5/b29v7+/suvp+fn+5ubs9Nzy6+fPy6Kk0cSnSPgV6MJtw0BdqGo65GU23qWa6wAHiPEq1hEKcGfiQRTIAAWCizAIQVYGAvuxYC48GFuXKgTA2AjgtqJoHbB/s5amm+8EG4SweJFYJMYkiFEpMswJabA4Z77x4czJ0fL2xvzc5Njc3MTKyszKyszS0tTBwcb5+f729vLm5uLO9trC/NTH4b7P40NW9QAr189e/b0YUdHY1dXy8hI3+fPHwYG3gwO9szNTVxcHCwtTQ0O9kxPj83Oji8tTe3trY2M9D14cP/1q2dve7rHRoeGBnt3d9Ytc3Z68IdZxQ7WD3bXpiY/KRSK32/c/vG3m//y7ZV//vbqP/319798f+v//Mdvv/v1VlZ+6eHZ1+Pzi72jw53Tk92z08Pz81Oz+ezSfHh6dnR8enb+9evpyeHh8d7x+e7J5frOgfnyYmd5JtekNVBuRQZYKbBWYehboVgHOdFTSQIqKdAwKiyUjOIhoTgPL4yHFxUGY/hDqSgfGtSDAnEh+dgTvG8Rva9TQbf4KBsJzkmBc4pm+uoYADXVK1YATwhEp4YFlMcFLn8Z3VufX1ubWVmfW1ibmVuZ2txa+d8G3hsbC9vby/9AIwXUVVdF67RcJkPI5ZQU5F/56UcSHsdmMfxQCIC3JymAoNOqNWpVYkI8m8VwtbEvyswRsrkSvjAp3qRXa7BoDJvJsrN3vHXb+i9//cbewen2HRsnZ9ebt+7cum1ta+dw4+ZtgA+QzxempqYHiiQ8Dl/IF6H9/KFgSEhQMBKOgIIhOVnZAQSiRdfGpDN4HK6XhyedSuNzeTetbgB9fEFOVhQkgE9Gudn87uNi7QfxwKCAN6//BPL2cHWwvfLjd7ev/+bt5oxFwbEoOAGN8nZzhoN8bG5et75xzcfDFeTtAfHxcrK9AwJ4OtvbUIg4GMiHRiJgUHAYyAfrh2DQqQBvTyQCxmYx6DSKUMAj4LG5OVny8FAel+3t5RFAxPsAvGBQMBbjD/D2BPoCuBwWCgnveNBm6fPG4zAQMFAdoYjSauhkUl5WZkNtDZmAF/G4AA93yyEdh0VDISBPDzehgGexnMnDwlubW85OTi2VoDXlpUN9b+urKyLloZ2tTcV52VBf71iDNlQqDpMFUgjYytKiqrLitsb6h23NihCZVMjram8x6jXxek3/qxeWWDG9OhIK9HV1dvF09wCBIFgsHon0QyBQcDgSBkNAoXCVSl1WVFxfU5toNMYZDHE6DQGFMEYqM+Jj8Wj/ZFN8VlpqWlLi21cvjQa9xQHIZrJyMtLx/kgiAsTCwuQcooKJSVeJ0O42eilLQEBImcQAPwgBDUdAfQHebiQUgkcOYBPx6pAgCZspYFCFTBoM4AlxtVfLhFwSloqGSzhUCgYuZJGi1WFCDjMuSicT8UOl4sTYaImAy2VQLS7qKI0qMyUxIzmh93W3VilPTzKhEdAYnZpJCWBRSarwEB6TFiYLDA+S5GaktjTUknD+4UGBOpWcQSb097w06tWVpYWTnz4+bGs26jU6lYJBJqYmxMVF6UIkIjGPFRwoKMzJiI3SGTSqnOzM9bWVy6/nZvN5elrS61fP33Q/q6uuyMtMe/rwgU6lCBIL0pNMmohwSwDq44627idd3U+6HrY1Z6Um1VWVd7Q0pphio7WRb148TYyN1uk0BALu+vXfr1y54uzs7Obm4ej4b5+3bt2xsroJhyPT0jIKCoru3atPTk5Nio8LlUlFPG5aUmK0TmvQqJvq6yIV8obamqb6urKiworSEgIGrQgNidJq3J2deAgnEdJRS/NVElwlKAcRxkvKwDEIfoIALBHmi/J2xYB90CAADYvGw6EMPE5IRtP9wRw8goTwwQDdSH5AChpMx8GYfu4SGoyF8w0PpGojAoMC2VwWuSA/KykuOjcjJVQqMsXoC7LTS/KzK0sL66vLG+9VdbTcj9aqMpJNPCZVp5JTCBgxj6WJCIsIlelU8kA+u7/nZVpinJjHkgdLtMrwtMS44f63ZYW5H96/O9nffvSgpamu2tJicrcoTx+pUIUH6yMVakVoc32NXiO/W5Lf2njfoja3gLfZfGI2nx0f7Z6dHszPTb7t6Z4YH1lemp2a/LS7tXy4t/71bP/y/Ojy/Ohwd2t9eeHkYHdn7cv4hzdba7Nba8uvul9nZxW4ugJ//un2N99f+w9HFBhZ39g5O7ewvDa/tDL5YaTvyePOntdvpqcnJyY+bWysLS8vLi8vHh7ub29vHh8fvnz37F59ddfDjoK0lGASOhjpmMp2DfP+Rx3BXYV3V5PBGpa/ku4XwcSEk5FcmCsGAMB4edERCDEBL8D4sRBQJsSX5O2OBTtjvW3JXrZ8kLME7iJCOgXi3YPovsEcbFykpO1e8cSHt9sbiyvLc6Njw0+ePR4dfT8//3lzc3F7e9nS57GyMrOw8GVy8uPAwJsnT9qfP+/88KH306fBnp5nHR2N7948OzveGR7oGex/PfT+zfvel0vzX9aWZ1ZWZi4vj87O9jY3F2dnxz99Gpyc/Dg9PTYw8Gp0tO/Ll+HZ2fGFhS+zM5//vZDtq/ny4uL89PTk4Pho7/ho9+R47/Rk/+Rk5/h4+/87lmAW88nh18O9g+3Vy9N98+Xh0cHK4eHqyen6+cXx8vJinCneydn95yu3vv3e6m/f3vzLNzf/9uPvf/7uyl++v/rf/vTdLXv3u7XNJ2bz9tHl8cXJ7tHewcnxzsH+8fnFhdm8e3hyfH5pmaOzr4enFwcn53tHpzsHx9v7R521dyO42EB/Ww3JNgj8SwjkhoEEUaJher5/OB0qDQDzMeAAoCfc2Rnl4U1HYtk4LMPPjwyHBIAAWC8XtKc9zssR62kXCLHnAG7zIA4yvLeE6BvMgOclRrzvvv9HgfH/gtv+z+Z/cN4hUklNRTkBg5aKhCp5OAoGdba34zDoMdEGZYScSMBlZaZLAkU8LtsYE0Uk4IgotDwoJFYfxaTS/OCI6sqq/Nw8JwfH369Z/X7N6l//9Jcff/rlhx9/vn3H5vYdm5u37ljduGVn7wgEQdhsLpVKx2MJbi7ueCzB6tp1Rbg8JiqaSWcwaPQAAhEMBHFY7EilSq/VKcLlTg6OqgilWCj67crVK7/8ivCwxYLcqX4gLNSThoO72l33crMlYKAwIMDL1cnq6i/WN6452tx2c7RztrOG+noHYP0JaJSXq5NlXB1sAe4uznbWJDzGxcHWyc4a64fgsxnBElFeVrqIx3ZzdaaQA3BYdFNjgyRQlJ6WkpKcqFGrnJ0chAKeXqfhsJl6nYZKIamUiuSkhAAi3sPdVSTk9/W+xWL8KeQAS41YUKDY0pQq5vMkQgGHQY/R62RiUXZWRm5OllgkIOCxSYmmjPRUAh5LIQe4u7r9m9r84vxp18OKksKhvrdSIa8gO6MoNwsB9g2TBdZXVxTmZFbfLUkwRr18+sigVuZlphXmZKoVYUa9pq6qvL66QspjF+VmfR79UFZUCAMB3VxcnR2dHOzsXVzcQCAIEumHRPoBAL4gEASNxkZEqEQ8fllRMdbPX8ThyIRCKY9TlpdzNzc7NTEhSqvRKCNYNGp5SXHV3bK66qpIhRyLxnS0tgg5TJC7E9zDIYRJiA/nq3lEBTcgmIHnB/ixcHBlkFDEJlMI/vY2NwlwKIuAo2H8BTSKjMuOCJIEcphUHFrGomAhAB4Zh0cAuRScMkQk5dMxcB8LInY/6bJEqQTyOUFiQVFuVn/PqwRjVN+bl8V52Q01lVBf75ry0rtF+RnJCQXZGXFRuscdbelJplCpmEEmPn/U+erZIzGPpVPJi/OyorWqkvxsnB88NSE2LTE+VCq22LqedXV0tDS+fv4k1qA16tVvXz7LSDZpVYpgiUgqER8e7F2cn5rN5y3NDe/73/b1vMpMTWq8V52aEGdJaHn78nlDTeWD5vuN96qfP+rMz0qvrSgrK8xLS4xva6y/X1tlsZh/GRv59GGQz+d6eXlcufLL9evXHRwcnJ1dnZ1dXVzc3N09bW3tnZ1dQSAIAoHi84XV1bVisSQxLjZYEhgbZcjLyowIC41UyB+2t6UmJoRIJY86HlSUltwtLlKGh+VkpN+/V0sNIPIwPoE4QBDOU0kFKakgEcaL7Q8I5ZIkNIKYguMFYGj+MKiHCwbs4w/yJSLhApK/iIIJ59MC6XgKCoiBePgBXQkIQADESUZHSZj+oUJqZLiwKC813qjtfffqQXNDlEYpYNOzUhNfPO58+bSrvrq8vam+8V5VZWmhJiKsrbEuNyMlwWhIjo/pbG18//ZVeXG+VMgNkQgXZ77kZqRIhdzUhNiywtz/voKXF+cXZKfXlJf0veluqqvuaLn/uKO1qa46MTaqqqxoemI0OT4mWq9UhMkyU1Muzs4tm/fm1orZfHJ8tGtJ/nrb0/2ws3Xkw/vNjeXjo93To+2L073L84O97bXdrdXLs2Pz+Yn5/OT8cPVgc/7z6KD58vzNqx4CnmZr6/7t99e/+yn7TOwAACAASURBVOnG9z/f/OGXW5b5/ueb3/5o9fcfrl+zcuEJwh496+4feLewPDU3P3n/fv1A//ve3rdPnjyanPx8eLi/u7u9vr66sDC3vLy4vrX4quf5+KfR4Xc9NTmpaiZSBrcyEG5JfX8Pg1uHopwURB8DD6di+AcToAqqH9sfRQYByWAfOhzMgAE5KKgUjw4KwND8AAykNxvmwQG6sHwdWCB7NtKFi3PPSVC/7Kgdfd89Mz6wv7O6v7fZ19/T0Fjf1/dya2vp5GRnf3/98HBzc3NxZubTly8jGxsL4+ND/f2vRkffLy9Pb20tzc9/Hhnps7SV97/r/jjc+/nT0Jfx4Ymxwf533cPD71ZXZy1Gsu3t5fX1+d3d1Z2dlY8fexcXP6+tzSwuTs7MfJoYH7Ek0/1n4G0B7JOTnf9pTne3Lo73zw63Tw639neWDw7WLi8Pjo/XT88Om1oaMVj8L1etvvnu6p/+duUv31z75rtb3/1641///sufvv31n//203/703fuvojyey1HX80nF+c7B/tHZ6fH5xd7R8eHpxfH55dnl+ajs6//E37vH5/tHZ1uLc68elAXLSFyfH+XQq8FQ28IAVYhcKeQAICcCgkKgAgxQB4axkIiSGAwzhsYAAXR4FAmCsZGw9h+EAbShwxyxXnZB7haBbjfoPvaM+EuQXTU3azoz8PPT3an/38B3iCAt4Vj4zIZ8THR9tZ3BBw2k0rR6zSlJUUCPpdOo9TdqzHotQg4NDsrg0tnBvIEAhaHTqb4wREoBBKHwf7yyy8//vTLrdvWd6xtbWzt7ewdnV3c7B2crv527brVzVu3rQE+wN9/v85gsDgsbqBIkpWRjYDB/VF+MokUCUcwaPSaqmqLHB0MBHl5eFpdu+7jDaCQyMGyIB9vAIkYECnledhZ2Vv97Otq4wfxcra57uPpYPv/MveeQYn/fbbgra2turVzd+Y+88w/dM7dtm1OiEpGUZCMCAgqIqBgAAQVEAMYMeec29S2qZOdc7RztFvbnHPWNrMvflP/nbq1O7tbdbfqqfpWF8VL+8XhnM8J1saeFCKVgENCHJzhEBcEFAByB1srRztrWwtTe2sLDBIGsbe1MjUGOjRgjvaeVFKISCgJCgzw5/p4MQL8ubIQMTDxSaOSfX04hQV5CfFaIOGNcUGnpaYUFuQxGXQUEu7kCKaQiTHRUQq5jMX0xGFdndFIoAA1TCYJEgfCnRztbaxZdA+8m2t2etrdm53F+XkCP65Q4C+VhMBhEKwbJjkpQSjwDw4SSUKDiXjC9avXANm86/mzuCjli8cP9AnaqtIiXbQaMH7XVZXf6Gj9+uFthCz0YmXZ+FB/bkZqsi72entLYlx0flZ6Yly0VqMScL0TYjW+bC+wrQ0RT8C6upFIFC8vDpFIplBoZDIVhXImEEhMpldAgAjiCL3ecUUSFDzw40esShUq5Ou1scXZmYF8//qa6qttrbdvXM/JSA8KEPp5cygEfFxMbIY+JS5KGejrVZadmhat8CNjBDTXCAFbzCL50XB+Hng2FRulCBbxfSh4jA+NEsDx4lBIWDjUE4/jMulEDJpFIQrZdCTIUsL3gdmZM4iuPDYtTiVLTYq+WFmmkATnZqTGqCLyMtO8mXRZsEgXrc5ISXz36nnTxWpdtFoXreb7cj68fllVWiQW8MQCHp1MiItSXm1triwpjIqQ+3oxYlThQJ82YH729fLkebMUkqD66oo3L55uLC8019dqIhXA+ZztSUtL0l2sLI1WKlqa6hO1MaEhQcCe9+av1cvNDdevtX/9+C4lQVtTXkInE6RBgaUFuY/v3QaMafExUR/fvOr99jknXV9WmPf0wd3aitLivOy0pPjLDRcjwyT+Pmws1tXMzOTcuTO2traOjo4wGMLZGYNCOaPRLra2IBAIDIXCL1wwJRLJHR1XVaqob58+xmmiMlP1WWmp4TJpjFrV9fzZkwf3H9y5XVtZERuljpSHhYWGZOhTMvQpUZER+tiI3ARVJJ8uYWKCaXClrzuPAGFj7FhuiEAGSc73DmRRSSiIJxbNwLt5ursKGERfihuH6MIhYXwobp54FBkD8cAh7C8c4pBRYh+qRiGK14Q11ZXFasKTE2Kz05JlwYEsDzLbk1pbUdL/4+ubF0+e3L9dlJup1SjTknSdV1ozUhIiZCFKuSQ4wB/g4hXF+XmZqUI/b02kPCMloSg3s7KkQCmXENycuWwGQL6XZid7v32qry6vLisqyc8W+nln6hPvdl4tys3UJ8Q1N1ZHKiTV5WVAPeru7vb0zNj2zur21trC/NSP758fP7r78sVjwAK9u7OxvjK7vjK7v7O2ub60vDC9sjA7Pz2xMDP5/eOL/p6PXS8eNzXWiwJDnJzQxqZ2R4+bHDtldvy0OQDhJ85YHDtldvj4hYNHzx86ampkbJedV/z2/bvB4b7RscFnz54MDAx0db188uTR4GD/9vbm5ubG2trK1NTE+/dvu9486un9Oj8/+6P7+4eXz7rudmiDWUK8TSjqrJJkFUG0leJtNRzXBJFntL+H0o+m4vuGsKgCCs6PgPF1Q3GxaD7BVUB0C2FTFFyG3Ivm7wZnQm15eKRS6JWsFrfUFvZ8ejE19G1q7OdQf/f37k83Oq9caq5//Pj2/Pz46urs3NwYQLv7+r729Hyanh7+9Knr+fP7wPvw4WV//7fh4Z5vn988eXjr/p1r3z6/GervHh/5+e3zm4f3bvT0fJqZGdnYWNjZWV1bm5uZGRkd/fnly5u3b58MDn4bG+sdHPze3//t29cPP75//vdVsf8n8N7aWgbe9vbKzsbKr5WFrbWlve31teWZX78WDYbN2bmxzls3ff24xhfMT54xPnbywtGTZsdPWR07Y3vguNFvh0//cfTskdMm//2PY//82xG/QGnv8PTm7t7Kxq/VX5s7BsPG9s7qr82tPcPqr+31rd2N7b2/HoDfa5s7+7t7y9OTtxqrI73JPKQ5H3k2AH1Sgj0rxNtFclzVXJKcQwzjUII8KVwCluPmSkM4MpxhHCzKG4fmk11FdJyQ6upPcg6gONMQ1n4kdHqMrLOleujHm9XF0bmpvn8I8AYEUqCQhM/1VSrk8bExIgHfGY0EusBcnFFiUQDPzzc4SKSJUoUGigP8+a5oZw6TFR2lMTc3P3PmjL29/XljEytrW7CDk40tCGTvYGtnDwjpjk5QM3PLc0bGZ86cc3SE8HkCLyabxfAKlysy0tKJeAIRT/D0oGekpZOJpMT4hMryCq6PL4/rpwiTc7zYQSJxY33D44ePIkICXWEOGCgYZm9lb3keZm/hQXA58vs/Y5EwLBIGA9m4wiEULMabToXaWSMdQBQ8FmJvi4I64l2dHWytHGytqAScJ4XoSaUE+PMyU/XS4CAI2N7dFeNJpYSIAnl+vn5cH6HAP14XF64Ik0pCtHExEeFyLxYDAYfG6+Jk0lC+v19IsDguNppGJUOcHGprqnx9OEgEjMmgk0kEhqdHQX4ug0YVCfhA22hzQ312ehoZ7+5JpTg5gl0xzi7OqN9/+zvWDSMPkwJnCBqF+u7NWwC8p8ZG66rKAeqpDg8rzMmsKS9prq+NDJMEB/C7P70PFQn1CdpYdWSmPqm0ILeqtCghVhOtDPeiU6vLijP0KRCwPZVIYDGYdnb2LBbb3Z3AYrHd3HAkEsXTk0kgkNzdCc7OGCQSjccR/Hx52lhdcnxCpEx2/+bN8sJCLtNTGhyUoU8pLy4Kl0mH+/tamhrDZVJ1RHhpcUlYaMjNq+1DP76tzozLA3nBvgxfihsTh/TCo3l0Apvi5mBxLojH8vYkcugEIZsRLhZK+FwmCSfgMHyZVBYVLw8WCtkMJgkXxPOWiwWacIkuOrIgO/XR3RtKuZRJIwPUNj05IS0pXqWQVZcV37rWUV6UX1qQC4jeCklwenLC9faW4rzsGFVEe3NjTXkJ25MmEQf0fP0UEijgebO0GmWQkNd0saq+ujxIyCvKzWysrWyoqez5+qmypDBTnxQWIg7g+Yr4fhyGB9wRFBcV2Vhb2Xm1PVQcUJCfC7jNDYadt29e3rje0Xm1PU6jqikvSYjVtDTW3ehojYtSFuZkPrl/Jz4mKjVRV5yXXVdVnpoUnxAXLQsRpybFh4iELU31YqG/raUZCoUAg0FgMAgKhUIgEIB2Ozg4OTg42dnZ29qCYDAECAS2t3dQqzUxMXH1NdWZqfpnjx4W5GRHhMmS43U3r12tLC3RJya863pVUVIcrVJmp6cl6bSFuTkP795Znp+52npJ5OsZxCYyXUAiKsIfB/J1tnADXWBiICImMZBB4hBdApgUsTfdzwMf5O0BKOdsogvdDe4Gs6Vh4YE+HhIBKzFKFhHqX1OcdbmuXCLmc9n0rPTE3Ax9XmZqXFRkdlrys4d3Xz9/3HG5saXx4sc3L3Mz9AXZ6Vdamq61NV9pabrR0dLe3AD0pl1ra25pvKjVKOWh4rLC3Jry4qcP7tRVlaUl6dKT4xtrK993Pe/+9O5aW3NtRUluhl4pl/j7eKkUUoUkKCU+9vXzxxerSyIVkts3rhv2DYa9fYNhb219cXNrGSgOm5oc6e/7Pj42uPlrZXtrbWlxZnZqeGy4d2p8YHyk/+unt3c6r3Vebf/+5ePP7s9vXz59fP9eaHAI2B4ChbocP2Vy1sjm+Gnzv97Rk6YAch84YnT0pNl//W9/IFzc65ouDwwOT0xNDo8OzcxMdXd/7e39MTk5vry8ODMzNTExNjQ08PLl83fvno6M9o9NjI6OTayvrxv2tq81X8zUKiPJNmL0OSnWNAxnGYK1UrKcNTxKuA8xyp8R7k2RMAhBNGwABSMgYnjuaC4W6euGEJJc+QQXjhtS5EnKjlVea6h8dvtaf/fbR7fbWy9Vv+t69PnDK2As5OOnt2NjfTs7q5ubS+vr84BFfGJiYGysD3CuLSxMjI/3P39+/8mTO0NDP9bX5wd+fn3/5tnnD6+mxgfmpkfmpkemxgd6v38cH++fnBxcWppaX58HyDfgWfv69fXPn58GBr5OTAzMzo72/ezu7/u++WvlP5HN/y/fzsbK5vrS3vb63vb60uLs9s7G+sbyo8f3/Hh8Myvbc8bm502sj50yOX7W6vBJiz+OXDh00uTYWYs/j53/46jRH0eN/ulfD58wsmL4BA6MjG/tGTa291Z/bW/uGja2dza2dxZX1wCo/uutbGwtr28ur28urvzaWN+ZG516fOVqaligv7MFD3VE6WnshzYJJTnKGSilN17NpUkYBBEVJ+XQ+US0PwHFxcFZaLAXxolHQnIJcD4FzXRHiTi0irzUns+vVhbGVxYnFhcn5xcm/iHAO04T5efN8aRSBH5cSZA4IS42Rq1i0KjhirCU5EQyiSAU+EtCg319OGB7Oz+uj4MdKMCfn56id0ahoVAoGo3GYrE2drYQKBxk7+DgCLGxBVla2Ridv2BmbmkPdgQ7OJ09d97Wzh4CgR08eNib7dNY39RY3+Tnyw2Tyi6cN45SqbWxcYnxCaKAQF2clkwkeXrQw+WKQGEADAINEAg72tqLCgqFXG4Azzc4gI9FwiB2FvaW50luCDekgzPEAWpn7WRjiXdGUrAYP5YnBubkTae6IKCWJueREAciFoOGOVHwWBHfT8T38/KkS4LEwYEBNBLRxOichckFFt0jURsnFgUwPD18fTip+mS2F7Ot9bJOG8v2YpKI+AAhX6WM4Pn5qlWRYlEA2N4OGEwTBQo9aBSZNDQhXisU+ItFAeGKsERtXE5GeqI2zs0ZzaBRvTzpdAq5urzs6pX2kuLCpMR4N1cXsShAn5KkVkVaWZr7+/E+vv+wvrpm2N9bnJ0BaroT46KzUpMrigvqqspLC3KjleGX6mpqykvCpSGaSEV9dYWI7+fvwwbmxeqrKzL1SV6edDLe3ZvFZLO8GAwWnc5wdcXi3Enu7gQEAoXFugMHb1dXrIuLK5FIRqNcYRB4XW3918/frrV3FGZnS0SiQB6vpqK8uaG+rroqURuXnpLM9KA1N9SXFxdFqdRshue9WzfHBvvuXG3XyEPL8zI1siB/TzIB4ShgU3083PleFK4ngUl24TIJYQH+UdLgiKCAUAFXLQv2JGHJWDTbg+hDJ4v9OCF830u15SK+T3qyNjIsuL62DOuM9KQQ0TCn1ERdbUVpWlK8Llqdk65vqKnMy0zr//FNn6CNVobHRSmBLZYYVcS9m9cFXG80zEkdHhYfE6XVqKKV4VdamkrysxPjNKUFOR2XG189ffjo7s2LlaVkdzd9gjYsRJysi50cGfz45tXdzmv5WekiPrehpuJGR4s+UUcluufn5WxtbhgMewbDTs+Pr5ebG/KzM6rKiqtKi660XLpUV5OXmVaUm/Xl/RtAIUiI1VSWFNKI7mKhvweZkJ2ub6ititOomB4UvJuLKxoBg0FcXV1cXNBQKBQGg0GhcBAIbGNjB4HA4HAkAOFOTlAzMwsWi11f3zg9PtbcUF9dXiYJEudnZ7U1X2q91JSZqi/Kyw0Vi0JEgTevXW28WOvNYqYmJc5NTY6NjT16eD83My07OY5NQHmibf1xoDAGysvVgYUBc3AQHtk5mEOKFHJUQdxgH7rEjxnKZbAJzgwc0sMVRkA7CDnUGIW4vrIwITq8uiTnSnNtYozSHYMI4HFcUZD66vLaipIYVXhDTcW1tua6qrLH9259eP0iIyUhLzM1NVF7sbL03s1rdVVlseoIgpszh0FLiY8tzsuqrSi52nrp5tW2vMzUjJSElsaLt693jA/1ve96rg6XBQf4F2SnJ8Zpvn9+PzM+/Pr54xsdLUW5mbHqiFvX2oGbtzQk8P7tW4Z9w+bGLwC8Z+fGlhZnNtaX9nZ/bW2uLi3O/NpY3tlen50Z//zh1c8fn3q6P7x4+uDG1daqsuLayrIPb169efni4d17SQnJzmi388bmphZgKzvEybOW5y7YnTlvc+qcFUC7/7p5nzhnffSk2d9+O05n8b5+H9g3GNZ/baz/WhsaGhgfHx0fHx0bG/nxo/vly+fv3r3p7f0x8LN7YLC3693b/tHRhbW1vX3D5PjEcH9fZXyo0M2SBzsTTraRE21C8TZyBiopmK0T0GP5NJU3SeFFkHnhpV6EUCYhhIEPobqKqZhgJkErF7fXVQ52f1qaGp8ZGZqZHOq81pKfk9rR2vD8yd3hoZ9Dg70/vn9eW5ubnx8HmtHm58fHxvrGxvpmZkYAIJ+dHf30qauysrCsLO/9+xdra3O/1uZXl6anJwaXFyaBz3vbqxurc1NTQ4OD/25/W1qa2t1d295eWViYmJzsHxrqHhn5AeyFfO/+9O3rh18by/85eP/HazewRLK/s/HvzXcrC1tbvwwGw7dv3wJFQVa2DmeMTE3M7c4aWx8+ZXrinPXhk2YHT5r+/eDpA8eN/37w9N/+PHn4lOnhU6b/8vvx//ovB9IyCxaWN3cNhoXljaW1X+tb2xvbO2ubv1Z/bQM6+fL65tLar4WV9fnltbml1ZHpxcWVneXF7aXp5c/PnuqCfSjgQwHup4OwliKstdgdJGegYvypKl+yhImTMHEyOlZCdwv1cOW5Q/lEhJDm4k9GyXzIuij5nc7WqbGfywuTc7MTE5PDY+ODE1P//yL3/1vwzkzVAyrc04cPvFnMqMgIJ3uQL9tLrYoE+jvlYVJRoNDHmw2ys5FKQlyQKII7nunJQCKRbDbbEeJkYWVpZmFufMH07LnzZuaWNrYgUzOL02fOHT9xytTM4uy58za2IJw7wc7O/vTpsxZmlmplVG52XlNDo6cH3dODnp+bp1aq/P14dJoHjUJlMZgCf35ocIg+OYXP88e5YXFuWE8PuloZFeDP1ygjRXw/ChZz4fRRO9OzNBwSh4Q4WZu5QOx9PSkkDJKKdXa0MhV6Mz1IeFsLU5CVuaOdNcwBxGF4AIUe6ohIBs3DyR5MxhOiVWqej6+bs0tslEYo8A8Q8tPT9BQy0ZvjpdPGOjmCgSh2epo+MkIB0O7iogI0CuHijGIxPRMTdGpVZHCQCAZ1itaoZdLQyAiFnzcHyF85I+CR8rDaygovT3qoWFRWWiyThgoF/iHBYrUqMjcnKzFBZ2lh5sPx/vTho2HfsLv5q7/nR8flJn2Cdujnj4aayssNF6Mi5P4+7ILsjLLCvLSk+IyUxNqK0oriAr4vR+jnk6yL9WF5xsdEyUODxEJBaHAIiUDE44kEAgmFdiWSaC4YHJXqgUa7wOFIJyeomxsOjydSqR5cLo9IoFqY24gCQ9pa2m9c6+zv6eVyvGOUysf371WWlshCgpPjdbqY6Bi1ShWuKCnIb2tpVYUrxEKBRhmpiVR0XG4qyM4oLchNVEf4Mz2IaKg/ixwR7O9Ld8chbBViH2VIgEzIFfkwxX5eCVEKtgeehnemuqP9GPRArrdOHVmcl1VelHe56WKggMvwIKnDw6rLiiXigBhVxON7tyXigOvtLbUVpRJxQFlhXlVpkQcJX1aYFx8T1XmlDbgpPHt4r7Kk0IflCQgSN6+2t11qEPG5ybqYwpyMxtrK+Bh1x+XG6+2X05J0XDbz4Z2bl+pqknWxrU31DTWVZYV5KfFxZYW5dVVlzx/dU0hDvDxpl5oa/rp5f/707mJtZW1l2eTo0O3rV25fv5IQq6koLrjR0VpWmFeQnVGUm3Wt7XKyLjZcGhKljojWKGNj1GpVuCYq0otFd3IEgeysbG2t0WgkEgl3cHCAwWBwONLe3gEEAltZ2djbO0ChcDDY0ckJamxsYmZmwePxH9+/1/fj+8e3b6JVyrrqqsf3712sqlRHhBfm5mSlpeZmZpQWFtRUlF+qr9NGa3Qx0TnZmW2tl9vb2zvaW+M1EUE+dB93CMXxvIAM57iCPJDW3jgnBc9DFcACmtciAn0DWGS0nakL2IKGgXKobpqwwJQYRVlhbtul+rZL9RwGTRYszNTHZ6XoIiQi4DdQfXX56+ePi3IzM/WJrU11uRl6AZdTU15cWpBzt/Mq4GJ79fShUi7xolOStNGVJQWNtZWP7t5M0kZfbqhtrq+52nqp6WLVxzcvb11rV0iCdNGqrmePslKTmutrqkoLK4rzy4vy6qrKGmsr79+6/uzh3bjoCFWErK350v7u3vbmlsGwt7m1urY+v7uzYdjfMhi2d7bXl5dmf20s7+5sTE+NDvZ9+7U2Pzc98vjB7etXWm5cabvadvnJg7stjZcLc4qoZLqpiZWJiY3RBRs7B+fj5yzPGtueNrI+ccbi6EnTIydMgHf0pOkfR42On7X677+f/rc/zmri0mYXVncM+5vb6/Pzs2trKzMzUz0933/86O7v/zk0NDA7Oz0/NzM5Of7x65efY8Ojc9PzyysrK2sTw+Nfu55mx8kFOHtf6CkJzizSAywl28fwCAl8UlIAVSsgq33xSh9CGJsQ7IkVM7BqNlbDo6SpxS21hd2fXy4sTCzMT48MD3a9evrhfdfLF48fPrgNlK5MjvVPjPbNzo5+//4BcJP1938bGOgeGvoBCOnAv8PDPTdutHZ0NH39+nZubmxhdmxuemTg59ex4d6N1bnVpenN9YWZyaHZ2dGxsb6JiYHJycHZ2dHl5em5ubGJiYGFhbHx8Z+zs8NAD9rnT2+/fH63sjz3/9WwtrE6tzA/tba6aDDsbW5ufv32PTunwMERbmxqd9bY+rSR5dEz5ifPW58wtj540vToWcs/jxr/ceT8H0fOHzxucuiE6cHjJr8fNvrbH6fOnLO+euPBrsGwuWNYWvu1trm1sb21sb31H8F7cXUDQO6ZheWp2aWxyYWxyaWZmZXJkYmnd67pwvxxdieEqPMiFzMJwVbhAY3iuMbwCGpfvIKFkXugJFSEzNNFTIaHeGIUPmSVkFGUFPH00c3pif7FxcnR0Z8z02NLy7PTM+PjE8P/EOBdnJ/nYGcrl4S2X27WRmtkIcEMGjUzVZ+epg8JFrs4o4B8FBIBQ8ChPD9fRZg8RhPthnE9deoUFAo9duK4hZUlBAF3cIQ4QWAOjhAoDGFqZmFpZXPq9FkTU3NTMwsU2uXosRNGRsZWVjZopPO5M0ZEPKmpoTEpITFeq7t8qVmfnEIiEAMEwvzcPB7XL0gkDg0OsbcDeTFZDLpncmKSWqni+vIhjvBAoShcJpUFi9ydYVBbM0+CsyvMwer8aYS9NZtKwEDBRBeExbmTNJwLCupodOo4YDX3YXlGhkkk4gChn098bBybwRQJhCEisUIqYzOYJHc8i+4J4LRMGkoi4llMTxQSjsO6hivChAL/pMT4VH0y2N4OuB1g3TAYF3SYTBIXG11RXurrw2Ey6GB7u8AAQcvlSxwmQxcTjUEhERCnQL5/nCbKGQHnMBn2IFsqhVRaUiSVhECcHDLSU2Oio6SSELVSdaW9Y2dr27C/Nzs5UVqQK/Tzefbw3tzkWEp8HHDP/vbx3c2r7erwsJBAQVSEPFwaEhIoAEa7q8uK9QlaJo3sjELTKFSMswsG48ZisckUOs6dxGRzAZ+amxsODke6uxNIJIqbGw4CgaGdsSQizR1HotM8y0sr3nW9vlTf8PZV1+DP3sLcnEh5WGFuzvWO9gx9SlVZqT4xwZNKSY7XxahVHS2Xi/Jyw2VSsVBQWVqSrosryU6juCG9SFh/FolLw8FtjEJ5HvJAnpBN9/MkU9yQcrE/1R2NQzsxKdhgvl96gvZqc2NCbFRxXlZmWlJuVmq4QgK4z4ID+PLQIKVcmqSNqasqB1LUYgGPgseqFLLWpnrAL1aUm+VBwleVFpXk51Dw2JT4uOK87M4rbe3NjVqNUhoU4EWnfH7XVV1WBBSk87xZURHyjstNSdoYwNBOxGLamxtfPX2kiZSrFNL3Xc9rK8sKcjJzc7JGhgcNhr1fGyufP70rLysqK8of6ut5/ug+sBXWeaVtdWG2pbEuVh2ZmqgryM4I9OfGqCK0cZqWy4151LDkkgAAIABJREFUuZnRGqWTIwjjgnRxRthYm4NAto6OYAjEEQKBwGAwGAwBsG04HAmHIyEQmK0tyNYWZGNjB8B5cGDAiyePB3p7Ht27O9T38+XTJ2nJSdEq5esXz1+/eF5fU11bWSEWCsJCQypLS661t11uqM3JSNVqtWXllVWV5dn6+EiRD8b2HBdr74cDs5xtOK4gOZci9SZKfciBnm5+NBwTh4SYn8VBbXl0fLRc1NFQfru9Pi05qby44MGdm3VV5Zn6xJKczOgIaaRUXF6Ul52WDBgAOQyaiM8V8bn+Pl7FeVkNNRV1VWUTw/1pSbqU+NibV9uStNEqhTRTn1hZUgD8/XMz9PlZaepw2XDfj2RdTEZKQowqPDVRW1Gcf7fzalZqUlqSzpvpIQ8V37lxpbm+JiE26vG9W5/fdZUV51SVF12qrzPsG/Z2dnd3txeXZubmx4Gc99rqwsL81OrK/O7Oxv7e5tzsxNT4wORYf0/3h/t3bjy6f+vDm1dPH9673tEqEcsgDojzRmamprYQuJuRie2hkyamNtD/eOo+dMwYeIePX/jzhPHR0xZHT9v82x/G5laI8qqG7f29XcPO3t6OwbC3vb0JIPf+/u7+/u76+mpPz8/Om7fvPHowODW6srk2MNTf863729sPgxNzDx/cK9FrhDhrX8ejkTSbMJJNoJtFOA2s9cXE++NjePgYf3KELymUiQtiYhMFxJLYwPttJYO9L2fnB6fnRqdnJxaW5nt/dg8N9w0N93W9etr97SMwOt795e3jx7fb2xsfPrx5+/aVZ8/ujYz0Dg/3rK7OrqzMAMMVg4Pfu7oev3v3HAiCz04NAz61/t4vS/MTywuTk2P9P769n5gYmJ4eXlqamp4eHh39OTDQ3d39/ufPL4uL43NzI+vrs3t768vL06Mj/VOTI/+J2/x/uHlvb6/s7Kzu7KwaDL8M+1v7e1sLCwttbR3ePv42Nk4nTl8wNgObWUFOnbMCwPvQadPfjxn929Fzvx82+vuBM78dOvfnUePfDxv9dujcgWMXjp2x/F/+13+levg9ef5+e8+wtQfI5ltrW+vrW7vAA6xqAP9eXN1YX12bmZ2fWVwZmprtH5lYWlr59OZdnCJCgDjHg54OwVqoGLBIBkLjg0kIpCYEUmN8sJEMlMoLI/FARnDc44K88uJkLzsbxsZ+zM8Pz84OT08PApLG5MTw3Ow/hmyepNMG+PMUUklJQb5YKHB3xagjwhVSyaWmhvq62sgIBcYFbWtjFRMdFSaTJCXGS0JCLczMIRAIAoFwgkJsQXamlha/Hfjz2PGTFpbWtnb2MDjS0soGi8Pbgx0BFf28scmZs0bHj5+0tQXZWNke+OOgtaWNJCQUSIuVlZSqIpU+HG8+z1+tVNVUVevitIowORFPIBGIfr7cirLygrx8tSqW7uFFJdOwLphkXWxMpAxhb4mFgzg0IhxkhXKwpbihEfbWHBrR1uQczM4S4QQ2OnXc0c6aw/BIiNWUFuRqNSp5aBDeDVuYmxeniWZ60BVSWVSksrK0jMNkSUKDBXxeQrzWk04LEgeC7e3w7tiQYDEBj0Mh4VxfbwqZKAkNjgiXiwKFCrlMHiYFcts0KjkhXsths1L1yQQ8zt0Vk5IQz6J76GKi/bw5YqEgWqVUKuRqVaRMGurijEIh4SHB4gf37waJAz1oFB+Od1lJqWHfsLe1Ofizt7qsGBgmefrgLt+Xk5uRWlNe0tJY1/vt8+d3r2PVkT4sz5BAQWVJIdD5JQ0KpOCxvl4MOs2DQffE44mOjhAra5ATBOFOpDG8fGk0Oo1G5/H4JBIFh8PjcHhnZ4yZmYUTBEkg0pAIFzNTKz5PUFVRzeV4Z6dnvH7xPFEbB2jm92/fevHkcUfL5Uh5mCpcESIKrKmqfvn8xa3Om+mpaRGK8DCpTKOQPbnVmRAVQXVFxoYHRQb5cj0w/nQ3sS9L4OUh4ftgEQ4BPgwsyhFmb+HP8chP199sb7l1rf1aW7MyXJqZlvTq5ZPsrNQIWWjnlTZggiU7LSUuSllZUliUmxUuDUmI1XiQ8EBduRedmpYUHyEL1SdoSwtys1KTczNSC3My05MTImShiXHR8THqssLcGFV4x+VGD5J7pj6xojhfF62qqypXyqXlRfnVZcXAaqc0KFAWLPJmerx6+vDzuy51hDwrLUUhl60sL26srxoMO08e309O0tXXVL569rihpjJCFnr/1o2bV9t7vn4aH+pvulitiVR4M+lAs1tlRUltTQXbyxPv7uqOw0AhYIiTvT3I2sbGysTE2MbGColEolAoFMrZ2RkDhyNBIDAgm4NAYAsLKxsbOycnqKmpuYXJheL8vNrKCiCq9+zRQ2DwrbK0pL/nx7dPH9uaL0WEyWKj1LFR6q7nz7oe3S4vyouLi1PHaOO08bWVZVebqvzpOCHZScpyFRAhbIxdCNNVQEWHeLlLfIhcKpaMcrA9d5SGgWoVQfVlOe+e3n5wvbmxviErM72ytOT1i6dFuZntjXX3Ozu6ntxrabxYnJeVnhxfX12eGKdpbaoT+nn7sOhlhbk56SnqcFlrU506XNZQU1FfXV5TXpykjW6srawuKyrOy0qIjbpYWaqUS9KSdE0Xq2TBgS2NFxPjNJcbapsuVqUmaovzsrLTkmvKi6tKCwuy06MiwnLSU/q+f7nefjktRXuxuqyytGR/dw9wm8/NT45PDMxMjwE7lWOjAyvLc9tba/t7m1ubq6NDPQ/uXr91o+35k/tvXj19dO92YW6WNFhEwtMRUIyFOejYsfNmlg7GZqBTxjZHTpv9ZTI/ccYC8JkDsvnhM2bnzJ3++e9nDx6z/vOQCQZH63r3fnJuwmDYA/B7ZGTo+/dvq6vL29ubBsPem7efmlpan7/pGp0Z3TFszUyPDX7/9vPDpw8jSz1DE5MD35tzogJdjKTYC9FMJ6Wnk5xsq/NxTuC76/yJWiElik9V+BIVftRcKb0tX9X/4YZhb2LHsDA6OzA4NjC/OLe8uvS9p3tmdmJmdmJjfWlyrH9pfqL3+8fv3z88e3bv+fP7jY1Vd+9em5gY6O5+PzLSCwDw2Fjf+Hj/wED36OjP2dnR8fH+pfmJT+9fDg987+n+MDbcOz8zOjrUMzzwHcibra3NjY/39/Z+7u5+D4yMTU0NzMwMra5Or67Ozs6OLi5MA0sw/3fgDfDszc2l7e2V3d21/f0Ng+GXwbC5vb0yMz12525namoq108AR7iYWoCPnzI5dOzCBXPH42etDp8yPXTa9M8TxkeNLA+cMjl0wvTIKfMDxy78ftjo4HGTI6fMfz9s9M//dvzYCYv/7b8dUEToZhfWdw2Gje2drb3dzb2tv9zm/2NmbG5uY2Ntdnnx5+Rk/9TM8NTS8OBcf/eE3s9VjDIORBtHMaBqJlzh4RTljdb4YXS+WA0LHeOLi/LFJQYz82NDr1RmrAx/WlsZn58dnJ78OTPVNzc9ND8zOjc9Mj3xj+E2Dw0JEosCTp08HiaTaKJUsTGa4CARw9PDx4cbECDy9vYlEEgUCg2PJ1IoNHt7BwgUbnT+AgyOdMO624HA1jZ2tnb2ThCY8QXTEydPm1tYXTAxs7EFYXF4CBRuamYBdnACiDgcgTpz1ui8sYmtnf3Zc+dhcLQfT5iXX6zRxODxRDrNQ+DPB8xrSDgiIy1dyBeAQfYAxnN9fAX+fG82Ry4Lo5Ip4XKFTCL19fZBI1FQkCkcbI6wN3dxtHVzsmO4ob3cnP0phAAODg4y4lCxCnFgSEBAXlZmcKDA0cFWHREeHxvDYTKy09MC/HmuaFSSTsuie7C9mBQy8cTxo2gUwteHg3XDuDijPGgUAZ/HYbOwbhihwD8lOdHHmw30qYWFhigV8miVEg2HBfjzCFg3DzKJRiJKg4PoFLInlVJXXZWk01KJBCd7kCwkWBYSnJORDnN0oJGIAf68iDBZUICQiMOmpaa0tjQbDHs725tvXr/KzckKDBAQ8Lib1zrKivIv1dempySGhQalpySWFOTyfNgREREikcjHxyc0NJTJZJLJZBQK5efnx2R6USg0HA5PIJBoNLqjIwQGQ2AwbsB/nFAYSKHQ3NxwdDoDg3EjkSgsFhtwPru54RwcnLy9fSsrqzs7bxUW5MjDQnXaaG20Wiz0ByrJ2i41SIODuBx2VVmpNDgIqPAE2HmYLLKluV0bHRMfE+XHpPh5uJNR9lIujYGFxYT6BTGx+jBufLCXTsJlu8OSVaEVxQVFuVn3b93QRCqkQYG3r1/JSk0GInCB/tzSgtzCnMwYVYQ+QevD8qQR3YV+PhkpiUI/n5BAgVIuTdbFqsPD+L6cq63NjbVVKoWsJD8H+InTUFOZlZocJPTPz0pnUEmpibr4mKjCnEyxgFeQnTE5MpiRkigW8Pi+nOqy4sbaqrLCPA7DI0kbnZGSUFGcH6OO1Cfqmhrrt7d+7e/tGHa3rne0Xqwq1yjDczJSW5rqayvLWprq87Nzqssraioqk+MTCFhcqDjI35cbyBd4eXnR6XRbW1snJycikeji4gKHw0EgkIODExjsaG/v4OgIQSBQaLQLAoGCQGCOjhAnJygEAoPBEAAFB4Md7ezszxkZo9AuoVJJY2Pj/ft329taKsqLU/WJsqCgkrw8bVRUTlpaeWGhLCgoJy0tLyMjNSmxpCBfqZDnZmZk6FPqa6rzsjILcrKl0kCuF5GKtuSgzUKpjt5Ik1ghVeFLVAtwmkCSNwHkS0XWlmY11pY/fnSvs/N6WpJOF61qbapLTdRWlRZ2XG4Els4baytT4mPTk+MFXI5Y4CcPFQcJeWxPqlajTIzT5GWmKiRBSdroNy+e5GelpcTH1pQXZ+oTm+trbl1r1yfEZeoTc9JTQkWCmvLiwpwMQHh/9vDus4d3czP0Qj/vgux0oPk8U5+o1SiBs3rTxaqLVZXNDfVtzZcMhp39vc29/c3xiYHFpakPb5/OTg2vLc9s/1rZWF1Ynp/ZXFuemxrPKyxTabThyuiomPhgiYLJ5uJJHgi0G9KF6AR3M7d2On7a9MgJ45NnzU8bWZ48a378tPmpc1bA2Rvg30dOABZ0i6MnzU4b2Rw6duHPw0YnzljSWYKHTz/Mz88bDHt7u7+mp4ffdj358Pbl1MhY//efnz9/fPfuzYcP70ZHh0dGhvr6epeWFrq7vy7NTU9NTf3o+fny1euLpXkKb3cZzkRLPh9HtUzjwjID3OK8kQo6uDDSqyCCkR6EvxhN/n67avrnj63t/dm1xb6hz8uzg5M/PvX2fgaY9PT08PLyNOBEm5wcfPfueWdnW2dn25Urlx4/vv3jx8f37198+PDy9esny8vTIyO9X7++nZoamp4eHh/vX1mZmZ8fn54enpgYGBz8PjExALjTgc9LS1MrKzMAeAN7oGtrc2NjfdPTw/Pz42urCyvLc6MjAxPjw2uri/v7+waDYW9vZ3fn187m6tbGvGF3dW9r4devxZ3t9X8f/N7f3lhf/fTxfXVVhVAsZ7D5zm4UCALrBHdzhLla2cGMzUB/+/Pk0TPmR8+Y/3ns/KGTJodOmhw8ceGEkdXB4yYHj5scOHbhwLELfx41/vOoMfD53/4wOnD4gpExKCEpd2FhY2fXsLy8ajAYgMzYysbW5u6/29m29gyLqxsrq7+WltfnF1Zm55ampufHxqcHh8Z+9g19/jyQpIn2RdsrSTbJLLso0gUF1SKaiwr3topg2acHEivUXpkybEmy34eX1xdmpv8ngu7/lAeU105MDCwvT/+XeF0cyM7GzPRCaEgQw9ODgMfJw6SREYqoqGgUytnBwcna2pZIJINAYAQCBYXCTUzNj584BXZwAgAbiHebmlkAzBv40trGzg3rDrJ3OG9sAoUhwA5ORucvmFtYAckxkL0DAok+b2yGQLoEBAYTCCS9Pi1YHOTr7SMNlVBIZI4XO1yuyMvJpZIpvt4+weKg0OAQro8vmUg6c+o0CoGUhISKAgIvNTaJA0XOCHs783NsqjsSZImD2isEXLiZMQeHKc6IYlPR1uePU90wBFfXoAAhEupIIeMlQeLUpEQ6haxRRrq7Yhov1ibptBFhsisdbeGKMCqFFBujAf4UoSFBQGN5Qrz2cnNTfl5OYIDAg0bRaWNT9cnhMmlT3cWSgnxZSHBddVVJQX5RXm5RXi4Qlwd2NgP5/rmZGWnJSUQcVhIkrigpVirkVWWlqUmJgXx/hVTiika5OKMa6i/u7+0Ac0ZRaqWbq4uAz0tLTkiOj4tRR2an6+/duhEfq3FBwrxZnkQi0dvbm8vl+vn5YTAYNBoNhUI5HA7QvoLHEzEYNxcXVygUTiCQAKrNYrH9/QXOzhhXVyyb7Y3HEz08PNFoF0dHCAbjxmCwaDQ6leoRGCiOjdXGRKvu37sVGRGWna7XJ+ok4gBdtPrpg7upSYkaZaQqXFFVVhofGwMINigYNCJcHaOJ7bx67ceXj5GhIg4Vy8DCdIoAH7KLSsTJjg71xzvWpqnuNBbzPVw5RLREHBAXpVSHh/l6MSLDJK1N9foErVIu1Sdo8zLT3rx4eqXlUnVZ8dbaskohy9Qn5WWmpScn+HFYlSWFOen6qtIiICzXdqkhPTlBxPcb7uuJj4m60nKp7/vXlsa66rLi7k/vgeKUKy2XctL1zfW1+gRtenJCaUHuu1fPi3KzggP4HZebnj28l52WMtLfU1dVlqSNLsjJ5PmwJaHBP3t/GAx7hv2duzevh4UGcZj0qEhF66WG1KT41KT48uKSxot1YmFAgD/fGYHEu2F9vNgUApFKpZJIJCAPhsfjMRiMs7MzDAYD9HArKxsQCOzkBIVC4U5OUAcHp7/AGwqFA1+CwY4gEBhk7wB0HInF4srKypud16urKkSB/MyUlLDgYFlQUGF29vOHD8sLCyOk0ozk5MLcnKqy0saLtdLgoHCZFGhLfHz/3qNHt7xoWFd7IxENFi+iRrAxyaFeKj4tJZR+syq5Uq/woyA1EmFuWmJZUX5SYrxY4BcSyL91rd3XyzM9OV6lkH588/L+reutTXXDfT8mhvsTYqMqSwoA0TtaqQB2P6vLil4/f/zmxZNLddXRSkVNefH9W9dTE7XPH937+OZla1Pdxzcv+75/+fD6xbtXz+qryytLCq60NAEa+50bV57cv11dVpSeHP/u1bOywtxrbc3vXj2rLClIS9LpYqLTkpMyU/X7e1sGw47BsP2j58vjJ/fu3rnR/e3j2Ojgj+9fvnd//dn74+7tO9mZWYFBUhKV4YojYfEUOMoV7IRwgCBt7SFgiAvIEW1u7XTmvNWRE8aHjhkdPn7+yAnjY6fMTpyxAMj3sVNmf928j5wwPXTswsmzVsCH3w+ePXHGksEOaGhoWl1dNRh2fv788uzZvc6r7TeuXH3zvGt2dnplZenbty+fP38cHR2empqYnBwfGxt53/V8aLB/dGxianp2cmSgozI7zAMiQp3O5METvcAqsmWxwiMrmJgroVzNknRkhHTmCH4+bJwf7FtcWnn/9ePNu629X18tDvW8f/9ifLx/eXkaGPQE7GNAn1p393tga2R8vH98vL+n59PQ0I/Fxcn19flv3969e/d8cnIQqPf69WtxcXFyeXkaqHMByPHs7Ojk5ODo6M+VlZnNzSXgZwFgW1tbmwOyXjMzI5MTw4sL0+NjQwP9PQvz03t7ewaDYWNjbWN9efPXys7msmF/fXdryWDY2Tdsz83NPHv2JDs7WyQSkclUCAQGhrjYgpGWtlArO5gtGGljj7CwgRibgQ6dNAEs5QeOGx84bnzwxIUjp80OnzI9csr88EmzQydMAfD+/bARIJ7/ecjk9wNGf/vtBAjsnJ5VOD4xu28wLC2trG/tbu4a1jZ3Nrb3tvYMm7uGzV3D6q/ttfWt5ZWN+YWVmdnFqen58YmZ4ZGJwaGx7u6Rvi8/sqLCGPan1DRbvR80gmwa5+OQIIJlBLuXhns16Hi1Ok5ribL/0+Od9fV/NPCenh5eWJiYBepRg4NEDmBQYIAgXBGWnqaXh0mJBHcUEu7uTrCwsMLh8EZGxiiUMwgExuHwGIybs4urlbUtDI50cITYgcBoZwzYwcncwsro/AU7EBjs4HTe2MTM3NLM3PLI0ePGF0yhMISjE9To/AUg/G1rZ290/oKJqTkUhrK2sUcgXVgsdlZWDseLffDPA45gB0A/J7jjiwoKGXRPCokcpVLn5eTice7SUAmD7kmnecgkUlFAYGJ8gpAvMDc+TcFjcGgom+rOJLj6UNy93J2dLpxO0QS7Qq3YZByTSAgWCmPUUeqIcLoHmeSOo5GIXp50WUhwbJTaBYmgEgkFOdmZGWnyMCnX1zsiXE4i4qWSkOqqChQSzvZienO8aFRyUmL8eaOzTo5gFBLO8/MtystVKuQB/jxgWzMlIT6Q75+alIiGw/y8OZIgMZvh6eVJ9/FiJcfr1BHhGmVkQU42hYDHujgjIE48H28+11cbrZFKQmqqK5cW5w2Gvb6fPQI+z9eHk5QYX1FSWFKQm5ORGsj38yATvFmefK43g0b28vJisVh0Op3H4/n5+TEYDDQazWazgfYVDseHSCS7uLg6O2MAko1CObu7E1xdsTY2dng8kcvlAezcw8OTwWC5uxNwODydzsDjiWQyVSaTJybE3bl9g0ohoOGQAH9ujCoC2P+4f/uWQipRR4Q/e/SwKC8XWIONCJNlpufok1NLC4uaLlb7MChcOikimMdnEMMEnFgJTyfhclxBcUFeNZmxbHdYemyEUi6tKS+pLivOSdcr5VJfL0ZpQW6ELDQ7LaW+uoLLZpbk5zy8cxOoM8tJ19dWlAq43gM93U0Xq31Ynpn6pGhleEl+jlIupRJwXnSqD8uz80rbs4f3KooLMlIS25sbk3WxlxsuFmRnFOZkykODMvVJmkiFPkEbHxNVVVrU2lRfkp9z/9aNypJCdXgYjYgLCxHpolX52RktTfWaKNXY6LDBsLe3tXHzWodIwEvUxmiU4dfaW+prKuM0qlBxUIhIjIYj8G5YFySKjCeQ3PEELA6Px+PxeDAYDIVCcTici4sL8NPK2trW1NTcxMTMxsYOSIiBwY4ODk5OTlDgOTpCgC+BB4WhLK1sjC+YolCoyMjIjvbW5kuNwUEiMg7HptPDgoPLCgo+vn5dW14eFR7eXFfX9fxZekpyS1PjzWtXtdGa3MyMi1WVL58+ablUx6ETOGTnIKZrdABVxcVrhJTMSEGKmFoVH1KqDcmNlWZoFOna6LaGumutrQmxUcEB/tVlRaUFOSX52eVFeSX52bpo1YfXLx7fu9X17FF6cvzt6x2Z+sTSgpyBnm+VJQXpyfEXK0uz05If3L7B92XzvFmhIkFFcf6bF0+6nj1qu1QPmNSy05LbLtUDcfCc9JT8rLTEOE1L48Vrbc23r3e8eHwfCJK1NF7MzdBLxMLEOE1lScH1jvbq8rL0lESgj3NldeHd+65Hj+91f/02MzW9MLd441pnSlKaWhntSfOCOiJxBCoE7uwIRUHgziAHGMgBBoC3lR0MeCYW4BNnzP44dPq3AycPHDl79KQpEPX+j5r50ZOmx09bHDxqfPSk2cGjxoePm/xx6Nw//cuhA0fOa6J1X758W1paePH80cMHt1svNRTnF9ztvDM6Ory3tzM3NzM2NjI2NjI6Otzd/XVpaWF6bGhwoG9kdHxxdWN5Ze3ru5fFKVGBFHgk0TxLiFGSLPRcRKXSoz6WfSdf+qxa03VJ1/+sbXlibHV1/c3nN1duNH7serg40tfb+3lsrA+QSf/C1K2t5dXVWYCRAyUtwNYn0JY6NTX0+fPrr1/fAs61tbW57e2V9fV54Ca9sjIDmNp+/vzy5cubnp5PQNnL2trc4uLk2trc7u7a7u7a8vL0xMTA9+8fen58mZocmZkeHxzonZud3NzcNBgMuztbuztb21vrgNt/Y33p0aMnxcWlQWIJAU+BOCHtQRCwPRxsD7cGwW3BSDsHFMgRDaC4qaXDBXP7s6agfzt05m9/nvz9yLnfDp89cNz431n4CVPAp/YXeP926Nxvh879edTk9wNG//L3Y//0vx8AOaBaWq/uGwyra5sA8/4LtgEWvry++Wtzd3Vtc2FxdXZuaXpmYXJqbnxiZnRsanx8cWZq/sPzp6kRQVxnCzXDIYMHD3M9miJEVETQL+v4nRkhN/Kk9+v1Y91vDDu7/2jg/VfZ6vz8+H/RaDQ1NTUBAQFoNJrP5zs4OGCxWGtra1tbEBjsSCSSraxswGDHs2eNzMwsbGzs4AiUhaU1FIZwcIQ4OkFdMG6mZhZHj504dfrseWMTUzMLAJvPnDU6fOSYtY2doxPUxNT84KEjZuaW1jZ25hZWp06fPXjoiLWNvbWNvaWVnZsbTiwODhAIkXAEHAojuOO92ZzUFL0yItKDSsvJyvbz5QYKA4R8gSQktLnpUm52Dp3m4e/H8/PlIuEILzo1XBpCxbliEU5osDUL7yzhstRB/GAuWSr0aqookgoFYcGhdzpvhopFMKgDBoXkctjeLGaMWiXw44oE/OL8vLKiQg8aBWxvp1ZFZmWmKyPDozVqd5wbMMrCZNBtrC05bBaHzYqN0SjkMgqZKPDj8rm+FAIeh3HRKCMJWLegAGGIKNCDTOL5eJPx7mGhIWVFhZHyMEmQmIx3B3zaUZERCIhTkk6ri4lOT0nWRms86bTamiqDYW93Z+v5syd3bt988vhhkDgwOSmB6+vt68Ph+/t50CgeNIo3x4tCJrq7u7u5uTk7O1MoFH9/fy8vLzgcTiAQmEwvX18/JtMLBkPY2oKsrW1dXbHOzhgEAgUgBAQCo1I9mEwvBAKFQKBcXFwZDBYK5Wxtbevi4uri4gqHI+l0hkIuS0lOzEhP5fl4e1IpYj6/tbGxKCenOD8vLTnp2aOHupjo5HidQippa740OTpSXlohDZJUl1fEx0QJfdj5GclxkdK4D2tZAAAgAElEQVTwYH8Zn+1Ncs7Tygu10oqUyES54Pbl6kfXmnXR6pbGusHe7yK+n0QcEBIoiFVHAk3g8tCg4rzsz+9etzc3+nFYIYGC5vraB7c7W5vqUxN10cpweWhQYlx0cACfTiYUZGdEhkmut7dkp6Uo5dK0pPjCnEyyuxtwGleHhxXlZqUm6hLjogN4vtlpKQ01ldfbW4pyswCiX1dVfq3tclZqMs+bdfNq25WWpusdrdnpepUyYmlx3rC/azDsXW5uunXzxuXmJpk0tKS4kMX0ZHh6ENzxWFc3nBuWRCC6umCAiXoXtDOBQABOGEB4Eo1Gu7i4oNFoMNjRzMzC2NjEysoGoNqOjpC/aPf/SbhBYMB2bmMLtrSys7IG2dnZu7u7a2PjiguLotTKkIAAGoGQmpBwo729obq6trz8Xmdnc11dcrxOG61RhSuePXr4/nVXfnaWUiG/0tqSnpKYnqCtyEuV+TM57k58EkTu7aYLZpSq/Wt0ITVJ8q6rdQ156aVpKV9evux6+CgrNUkXrVKHy8oKc7NSk1oaL2alJr3vet717FFVaaE8VFxakNP/4+vXD28e3unMSU+pKi1MiI1K0kYDoa+s1KSs1KSmi1UA/N+61l5elKeUS+52Xk1Pjo9WKi5WluZlppYX5UXIQipLCp7cv33nxpXCnIzEOA0QP3vx+H5OekqmPrGxtrIkP/v54wcNtVUlBbkGwx6gSw0O9k9Ojt+986ih/nKqPsvHW4BG4ZBwHAzi6oImwpBuTjAXOAqLdHaHwDEQOMYR6mxtB7EGwa3sYNYguDUIft7U7tAxo98OnPzj0GlAJwfY9rFTZn/h96lz1oeOXQDA+9CxC8dOmR84cv7oSTNzc3BEpOb1m3dfvn54++blzc6rV9o7+r7/XFycX11dXltbWV9f/f792+vXr9rbWx8+vL82Pzk7Odb9vad3cLR3cPTL1+6u509qywokBOskf9dEH7iaZFYcgrufF/KwSP66Lvbt9dxvT64sjI2urW0MjvV/63kz0PthZrD/rx3uhYUJoAcNwNTJyUFghHtlZWZhYQKQxwcGuj996gII9+zs6Orq7Obm0s7OKpAFB7Jbi4uTQDyst/dzX9/XHz8+zs6O/mVYm5oaAlxv+/sbY2N9vb2fx0YH5ucm11YXR0cG5mYngar5vZ3dvb293d3t/v6fly9fiopSEQh0GAwDAsEgEAwS6Q6D4RwdMQ4OLjb2COBZ2cEsbCDm1k5mVo5mVo5G5uCDJy7864FTf/vz5L8eOPXnsfOHT5n+cdQIsJr/JZgDH/48anzgmClwBf/twOmDR856sng37zze3zesbe4srm5s7gKF57vrW7srG1urv7Z/be4C5HthcRUQz/8P5t4yKs513Rbc/7v7nLtl7bWyspLgDuXubpQARRUFBRTu7u7u7u4EQoQAIUSIO0QIERIIwRIgEMX5+se7T3p3n33vr77jHMY7GN+oVNVgUCPMb85nzvkACF9b+/b8+dv1tc+vpp6khnj5SrBZzuQES910J2JdmGw41+duY/y1huTr3RUrrx5D+wf/3cD706clsMJ1Y2P5T6mpqTExMQqFgkgkWlhYGBoaotFoGAzGYLBsbZU4HMHMzAKHI9DpTDQaa2pqLpbIiCQKncECbBuNwcHgSAaTfeT3P/T0DWFwpImpuYmpORqDQyDRZuYwDBYPR6B+P3rMwNAYBkdisHgEEg1HoMgUBgZLhCMwZmYW7u6eALOJeILSViGTSPt6Tzqo7NX2DgP9p6ykMl9vHyadgYDBfb19crNzLIUiLw/PsJBQAY/v6+nl7+3lolYppZYUNIyKNsWb6gS5qnwcpRlxIXwKQW1tEx8Zq5Lb+Xp6FeTnxkSEe7hovNxc3TXOORnpHi6apLhYe4Utj8t2dlKrHVSREWFtrc3dXR0B/r4CPre0pCgzIy3A3zcyIiwtNbmivDQ3JysjPbWjpTnY38/N2Sk0MGDo7JmEmGgvN1crsWVaUmJhbo6d3CY0MCAiJFijdggLCvTz8oyNjOhubwsLCiTjcVFhoRwGPTk+rrG2xs1V09zU8I8/T29nurs6MjPS3Fw1IiGfx2WzWQwWky4Ri0KCA4ODAnhcNpPJVKlUKpWKRqOJRCKlUmlnZ+fm5kYkkgUCkVBoCWLcFAqNwWDx+UIeT8BgsEQisbW1HJSk8ngCIpFModBsbGwtLSUsFgeY2rhcvkgkdlTbZ2akBQb4SUXCmIjwQG/v2vLyezduaNQOna0to0PnPV1dcjLSgXrR3tzUUFPrqLI/N3A6OjTUy9W5ua4qOS4iItjXV6N0tuLa84meNuzOsvS6nLje+hKlmF1WmFeUm5WZkthQXXFx6FxRblZrQ22wn3dNeUlHc0NBdkZjTWV4kL+Xq3NmSmJBdsbgQN+nD0sT924HeHtkJCeMj12oryqvLCk81dN5aeT86Pmzw2cHRs6dHhserCwpjAwJnJp8OD52ARScJcVGXRg809/dERkS2NnSWJKfk5GckJoQm5mSCOpRo0KDYiNCstOSYsKD7926fuH82YjwUOA2hw73z509XZCfG+DvayWTUCkkHBZtJZPQqTQ+lycWWSptFWwmi0lngHJ+qVRqY2MjEokEAoFQKGSz2Ww2m8FgUKl0OBxpaGhsYQEnEEg/ZXMgmINRNwqFQaOxBAKJSqUzmDwyhUGhMrEYIgqFsZZZRYZHpKWk2svl+ZmZmcnJ927cONnRER4Y+HxysqOpqSAnOz05ictkWEvEF4eHwoICQwMD+rq7okLCasvLT3d35KfEBbkoPG05bhKCFUE7UkE7X5lysbmgNS8hNci7LD2lp6GhKCPz/Ok+MKXuaW9OT4obOTdwZXToZGdrf3c7APWwQN+z/T2fPiw+f/zw0shgUW5mW2PtQG9neVFeR3P900f3Hty+DpTwudfTw2dPdbc1NVSXb64u37l+pb+73d/LraW++t7NcZDCb2+qa22oSU2IAV62h3dujA2fAwtD8zJTr4wOTTy43dPR2tfdAUEgKgY1NDQVFZVYyR3oLCECTWJyJGKZisuXc/lyFseKxhRQ6Dwqg0+mcfEkJoHMwpOYKCwFS2TB0RQLJAlwPkC+//qr1pFjRsBe/pOCAwg/oQv7/biJlh78hC7sDy2z4zoWJ3RhekZoLR0YBkPLzSsav35tYvL+6IXhu7fvfNn8ur+/+/HjysbG+u7u9vz83OPHEw0NdenpqedP9y3MvRm/duPWvYcz7xbvTTydevV2+vXbvoq0OGdBmoZd7M0p82KezXZ93JMxcTLr2pmKx9eHPsy9W1n5uPRh/vPXxc+fFtcW5peW3q6tLXz7tgb6WD58eDc5eWd09OzU1MMvXz4CSg3Oxsby4uKb+flX37+v7+x8Bs8HL/z8+cNP8P7y5ePCwszLl48XFmZAogxg//z8K7CmDLzk69fVN2+mJifvzL+bOdjfgqC9t29efv3yCdrbhw6h1y9fNTc3h4VHyqxsKAwmlkiiMIT/cSxJNCGGwEHj2XgyH0NgIrE0gNkwFBngtxmcoGOM0jfDHtEy+T/+8se//XLilz8Mfj1u9Otxo1+OGgLw/u24yT8Pv3/TMv1dy+yotvkRLZPfjxv/ekTfXu39fvHz7iG0tvkV9Jx/3drd2jvch6DtfWhre//7j91v33e+ftv+Of/+uLqxsPxp7fPW4ocvyytrr55MVCaHhkrQ1X7CPFdmlb9gOM/9SVf67bacu2fbNxbeQof/HcEb3JbNzk7/yVZhRyJTT2jpsDk8sBMMTyD95a+/GBgYSaVWRkYmRkYmFhZwPl+IwxFMTMzIFBoMjqTRmSg0FtjLDQyNKVS6oZGJto6ekbGpsYmZoZEJCo3FE0gg9m0pliJRGGMTMzQGBx7E4YkWMJSevrGhkRmDwVKrnVw1LjlZ2XQqzc3FVePkDMxoPA6Xy+ZILMUaJ2ckHIFFY4R8gcbJmYgn+Pv6eXt6SSzFudl5Qb6B3q6u9eWlUi4DbnDMlk+TsfEBLjZdDWXxIQFII+MgnwBvNy9nB3VVZXl+dlZsZASXyYiPjirMzYkKC01JiHd2sA8K9AfLwYKDArw83WNjorIy0xPiY4ODAhLiY9PTUnx9vAR8blpqcmREWH5eTkRIsMxSdOfGdV9Pj8rSkpiI8GB/Py6TkZIQr7KV49EoHw93a4mYSaUobaxVtvL46Kj87CxnB/v87KywoEAXR7Wnq0t1eZmLxgkY1na2f4B1ZHweR+2gEgqFfD5fLBaz2WwTExNLS0tXV1cKhcLj8ZRKpUajEYlEarVarVbL5XKZTCaVWsnlCtDBYmurBAFiFovD5wtZLI5MZi2XK0Qisb292tHRGSSMeTyBQCASicRWVjZSqRW4dnHWREVEDvSfamtqdrJ3yE3PLMjKiQgKCfDxTkmIt+Tz8rIyg/x8RTyuVCRMiImOi4hyd9J0t7f5enrkZKT393TWVZU31FReOterFDIkVES0h8JfJTzXVjlx7UKkv5uDwgYsBGtrrANj6cqSQh93FwDARblZZ/p6IkMCO5ob7Gxk9VXlhTmZSbFRF4fOdbU29Xa01pSXDJ8dGOjt8vN0K8zJPHfqZF9X+9jwYEp8TEVxwdzrFwXZGY/u3qqvKo8OC/Z0cboyOgz6ecqL8r3dNGGBfiH+PkW5WVcvjvS0t+Skp7Q11laWFMRHhbU11Q+fOx0bEwVKWg4PDxMTE319fa2srBQKBY1Gw+FwdDodBoOZmpqKRCKRSMRkMiUSiZWVlZWVFbiQSqVisfinOkKj0YAQYmJiZmxsCoMhsFg8gUDC4QjAqgY+JiQSjUSiCQQSnc4kkRl4ApVMYZKINByWxGXzwkMj+npP5mVkeLu6dre2tjU0JMXEALdaoLd3e3OTylautlNGhARXlBT7enqkJyf1dLSH+AWdOTkwePrMmb6eS4P9WVHeKjbMTYRI95QkuIhun6od66lNDPCoyM0829tdXVp6/9a1p4/udbY0pCbE1FeVXbt0YehMf2lBTk97c0F2ekx4sL+XG7CId7U23r1xdehM/8nO1nOneofO9DfVVgb7eTXWVEzev335wvmx4XORIQHTTx7dv3Wtt6MFLCDxcdcAY3lsREhFcX5VaSEoVouNCOnrart/61p3W9PJztaU+Oii3Mxzp3pnXj4rK86rKCk8PNg72Nv/+OGTlcyWyeAxeSIGV4jCU2lsIYMjwZHYLJ41k2vF4koZbDGNKaLQBWQaHxwihYsjseFoiikMbwYnmMEJ+sbII8cM/vzL8V+PGhw5ZvTP4A2qUo/rWBw9YaqlB9c1ROkYIAGK6xggfzti/suvepZSRV//wMe1Dw8e3Hvy5Mnqh49v3868fv1yaWlhaWnh7duZyclHAwP9TU0Nl8ZGZ9/OjI+PP3k6tfhhbXpmbu3z9/cfNzfmX51tLs32V1SHyxtCpXVh0vtdGQ9O5o6drZl7/uD7xueVlZXFldlvP1a2tze/rq9/+rS0ubmyubny9evq1tbG+vri06f3x8YGb926/ObNFBDG9/a+/vjxCajoCwszoOR8ZWXu8+cPnz9/2NraAMwb6O3fvq3Nzk4/eXJvfv7V588flpdn19cXZ2enX79+OjX1cHp6AgzFP3x4t7w8+/jx3devpiBo99vXjd6ejnt3b0KH0MHObntrh1yuYLH5ZAYHiSOZorA4KptA5+JpPAKdT+dZ0bgyAk2EJfOpTBGRysMSWUA5R+Ho5giioSlayxBhhqJoGSL+z78e+7/+dvyvv+sB8Rxg9j+L53//w+iXo4ZHdExPGCF+0zL9y2962oaoP/+irWOALCppBJr5lx87gHD/2D3Yh6Bv23tb2/s/tvZ+np8sfGV188vWwZuFtbnF1b2d3VcPb9alh+cH2FWHyCsCeSdTFTebom+0Fzy5fP7bxuru/s5/N/AGzTzr64vnz/f/iccX0hksLk/AYnNFlhJLsRSYw5FINJVKJxLJQqElg8FCo7FGRiZEIpnJ4iBRGJAHQ6IwoECNSmOg0FhtHb3jJ7T19A319A0tYAgiiUIkUeAIlMzKBoXGHv3juLaOHuDrxiZmaAyBSmOh0HgUCqOjo+fooM5MzzA3NfPx8u5s70hKSExJSg7w8/fx8m5ubAoKCEyMT0hOTCouLEqMT2DSGbXVNbnZOSFBwU31bVERsYmxcV2tTW5qhUYpcbeX0VCGQiqSS0bFBPq3VNbKhJLMlKyi3EJ7O1VcVGRhbk5BTnZ/TzebTiNiMQ011Se7Oj3cXUVCvqGBnqPaXiIW8XkcsIyESiERCTg7pa3C1kYqseRyWJYigZurBqSnivPzivJygW1NLpMqrK0qS0vcNc6xkRGxkRGgXk1mKaIQ8EwqBYOAlxYWXB694OrkKJdJA3198rOzSER8UWE+BB1A0MHguTOOansXjZObq8bLyysqKsrOzo7FYrFYLLlcrlQqlUplYGAgMDZzOBxHR0c7OzuVSuXk5AS6WVgsDpfLd3BwBPQaiURTKDQajQEs6Hy+0N5e7eHhRSSSsVg8i8UBUQLQfC4SiblcvqVQJJNIS4tLCnJyxQLh+YEz18Yu97R1lBcX5WVllhTkP5ucSE9OOt138srF0bOn+tMTE8MCAl48eVKcnzd+aWz86uWS4sLxq5cvnz8VG+BekREd623vICB5KgQZ0UFD/Z3dbc056SkP79zs7+5ITYi9dmm0pb5m8v6dseFBMZ8TERywMDvT2lBbUVyAR8GV1tKM5IQAb4+E6IiO5obEmEgBm+GhcYwJD0mJj3FzcnBQ2ORlpoHAWFdr09jw4IXBMy+fPY6PCgclsi31NdVlxedP95fk5/h6uAb5eoX4+0iFPGux0Mfd5cv6R0A0QwN8Lo8OpyXF2yltX754Dh3uQxDk7+8vFArVarVGo+Hz+S4uLmQymUKhmJiYSCQSII/b2trS6XQWiyWRSGQymUwmk0gklpaWAoGAwWDg8XiwiQT899HXN7SwgONwBKCZg6g38IQikWgikcxksikUDp3BpdE5BDwFhyVh0TiV0r69tSPQ2zspJub+zZtDp0/3dXZ2t7ZmpaR0NDX1dnYU5GTfHL/65NHDU709RXm59dVVt66Nd9a3v3nx9s6t+6MjF58+utfbWJoeZN+eGxSr4cW7WxbGuLeXp0/duTI00NPR0vjk8URqQsy5U72vnz9prqvaXF0uLchxtJNXlxV9+rBYVVqYHBcl5rOT46IyUxJS4qMbaypGzg3kZqTY2UjjIkOTYiPTEmMDfTxiwoMbqstPdrb2dbWd6ul4cPv6s4n742MjlSUFsREhLfXVQ2f6B3o7LwyeTk2ISYgOT02ICfTxCPTxiAj2b2+qe//21UBvZ1NtZWJMxNVLQ5FhgXFR4Xu729Ah9H5+mcO25HLEDK6AxuYRqEwClUlh8ukcEZ0tJlC4VIYQoDWFLgDXeBIbT2LjSGwUjg7YnjmCaGKBO6Fr9rfftH85onfkmBFwmAPw1taH6xoij+tYaOnBtfTg2voIXUMUgHBdQ9QJbayuHtYCQUxLz37+Yvrq1ctzc3P7+/srK0uvXr2Yn5978+b1wsL89PTUysrS9vaP/QNobW1tbm7u+7cvnz9//vzl2z4EbXz9sb29/X1tcaStuCbKoSfVpTVRfbE27mZX3t1rAz82lqF9aGP909LKm9X12W/f1n58/r6z8xkAM7Ctff78YW7uxdTUw6dP779+/RT4yT99Wlpaevvo0a3p6YmbNy9duTI8Onp2YuL24uKb9fVFwL+/fl0FdHxzc2Vm5tn09MTHj/Obmyurq+8/fHg3NfUQrPG+ePHc48d3X79+Cjzny8uz8+9mvnxeW1p8V1dbeXF0CNo7gPb2G+ubmAwunkSnsgR4Bp/CFeNoTAqHT2YJ8DQOjspFEZlIAotAF2IITOBTQ+HoaDwDiaWZI4jG5lg9U4wJgqRnivnbUf1/++XEX47ogj5UAN5Htc3BOXLCFNS2HNW3+EPfQssY+ctRQy0DpI4++tffjZkc+Y079/chaOcA+vx9G1jVtvehLz92dveg7Z2Dre19cH5s7X3/sfv12/bX7f2FD+sfN76ub35fXV3f3/o2N/W4PCOxMc6xOcG2N1M+WhN8o6d85uGdra3vX/e3/ruB96dPS4B8d3U1/UlbR4/J4gArmVRmDYMjDY1MzMxhSCTawgIOAqkUCg20dFEoNOAeF4rEWBwB4PcJLR0yhUYkUQhEMhyB0tUz0NUzwGDxFCodBkfq6RtSaQwYHKmlrauto0eh0skUmq6eAZ5AweJIcARGW1uXxeIw6QyQG+ZxuD5e3rHRMY4Oagsz8wA/f093Dx6Hm5SQ2NnekZKUHBoc4ubiWl9b5+nu4apx8fEMSEvJ1Dg4e7m4JEQGN5Tnhfk4ejpKXBVCKYcc6ObSUlmbEpvi7eZjb6uyt1PBTE0yU1OGzp4BCOrj4R4WFBgWFJiWmlxTXalxdnTROKUkJwJjeXxcDBxm7uPtSadRnJ3UHDbTVm4Nmszrq6ucHexZNGp0eFigr4+Xm6u9wtbZwV6jdrDk85rqav29vRTWVhq1g6uTo7+3V1hQYHhwkK2VLMDHOzI0JD05yV5hq1E7hAQH9vZ0QYf7B/u71VUVXA7L08PNxlpmZ2en0WgYDAaXy5XJZHw+n8PhuLq6isViGxsbLy8vGxsbR0dHuVzu6Ojo4uKiVKokEhmdzqRS6ba2SoXCztZWCbZfsFgctdrJ1dWdy+WDChcWiwOHI/l8IVDORSKxra3S2lrOZnMFPL69nSoqIrK9uSU/Oyc8MLg4N7+xujbQ18dKbNnb2QGafB7du3v+zOnayoqGqqr6ysqpiYnI0JDCgrz62rqmpqbIyMiG8oIrZ3tGexvqcuIywz3L0iJt+bRrF84ODvSVFealxMdkpiT6e7m7O6uX52evjA6nJcYF+Xq1N9XnZaaB+fT42IXosOCa8pK6yrLivOy0xLii3CwHhU1qQqxKbpUYE+nqaJ8QHRHk65WZkvjo7i0XtSopNgrUymalJgX6eBbnZUcEB1SXFbc11qUmxKYnxcdHhZcX5cdFhp3t781ITogOC+5saTjT152eFBcdHpKfnZGRnvr92xcIOtjf31coFEADt7KyUiqVPB4PuNIEAgGRSGQymUqlUiQSqVQqiUQilUplMhmg4IB5UygUOBxOIlFYLA6VSjc1NdfS0jE2NsXjiSAtRqMx6HQmkUhGoTA/wZtG4zGZQiKJjsWQaFQWAUcW8kUlRaUtdXVlBQUVRUUNVVV5GRnOKlVSTMzQ6dMlBfk9He0rC+9bGxv6e7rPnzk99Xiyr7urp6nr3Knz/X2DdbVNLQ2114Z6r5+q6SkKr0n3qc0MiPGxzon3uzs+NDjQ03eyKyIirKW+OjkuqqW++nDn+63xS0W5mQXZ6aPnz7TUVxflZo4Nnzvb3wOm2p0tDVWlhTXlxVGhgakJMe7ODvFRYWGBvm5O9vFRYSnx0e1NdZdGBgN9PPq62k52trbUVwOeXZyXlZOe/PTRvYri/KzURADeUaGBSbGR1WVFNeXFDdXlYKaelhhbXJAZHxNelJcNQQfQATT7doHDtsRjGRQuh8hiMoWWBAYLT2cxBJYEBpvCFjLYYhKVhyOyAH4TKVxwjSdz8GQOhsCEoylwNAWGIusbI38/bvi333SPHDM6pm32UzDXMUDoG6OPHDMGgH1CF6atj9DWR4DwmL4hVd+I9Je/aTm7et2+e2f8+tX19fXNzc25ubd9fb0jI0PPnz/78ePb+/fv9vd3Iejg8/ftj6vr375+hvZ3dn98/fpl8/v377t7B2uft6D9nfXXD08VRw7k+V2sjr7SknHnVMXMyzsQtLu/e/Bx5cP8wsvZd0/X1ha+ffn+/fv6/v63zc2VxcV/zL9BDerS0lugqM/NvVhYmHn//vWdO1efPLk3ONh38eK5kZHT4+MXnj17sLAws7m5sr6+uLa2AKT1+flXjx/fnZp6+PHjPGg1X1tbmJ6eePbswc2blwYH+27dujw5eWd9ffHz5w/fvq0tLsw+n5qcffvq/ODpp08eQXsH0CHUUNdIJFBxRBqZJUIQGUgyB0tn4BhMNJWOpTNJbAGGyoLhKWgKG3BuANsIDBV8BDAU2RRJ1jfD6pli/tA1//e/a/35N53fThj/7aj+L0cNfz1mDPD7Dx2Ln+bz40aIPx/VM4QTftcx/8tvBloG6KPHYXqG+OT0rI2vP/Yh6MuPnX3oH+C9D0H7B9DO7iGA7f8XhO8e/Ng73N6HNj9/XV/fgA6grS8/Ht192JrsfrbEc6jS7XJT2MRQ68qbl/sQ9B36byebg89ra2vj6tWRPxGI5OMntI1NzJgsDp5AgiNQZAqNRmeiMTg4AmVlLefyBFgcARjL4QgUjy/kcPloDA440bS0dXX1DEATC5PFweIIx09on9DSAfI7AokG13r6hkgURk/fEI5AAUVdR9fw6B9aWBzJxBSGQGL/OKbt6OQaF5+ckZHl5eVDJlOJeIJMInWyV0WFhSqsrdJT02qqqoMCAr08PHu6ukODQ1RKu4y0dCIWk5maUl5c5Oxg7+flWVFSLBUJLfm80MAAuUyalpSYk5FeVVbq4qh2dXL0dHVxcnSIjYnKSE/NzclS2Sn8/XxwWLTaQRUdFeHspA4NCYqOimhuaggJDmSzGCnJiaUlRSnJiX6+3jgsOiE+Njsrw16l9PRw8/Rwa25q4PM4fB7HxlrGYTOpFFJ0VITSxtrFUQ03M8WjUTkZ6SEB/hYmxlFhoQI+193Nhc/juLo4h4eFEAk4NAqhVMi5TNbkg4fABjIyNEyn0+l0ulgsVipVVlY2KpWDQmHn4OBIodCcnDS+vv5+fn6A8Nnb2yuVSk9PT7VaLRaL1WonIpFsYQHncvl8vlChsFOrnWg0BhKJZrO5VlY2Nja2YPjN5fJJJAoQVEQisVgstbaW02gMKp0spL0AACAASURBVJUuFFrKpHIKmcFlC6ora870ne7t7IoMDnVzdJZZijxdXSpKihNjY/KyMi+PXnjx7Km3u9v5M6fPDZwqzM0pLy6qLC1xslddu3ypqa42MyGxva7+0vlzGjtFZKBfQUZqZJDP+VPdI2fPDvT0xISFgc0rGcnx42MjfV1tVaVF1WXFwX7ePu4u9VXlJfk5lSWFJzvbulqbXj57HOTrFRkSOD524cLgmY7mBtCvcu3SaHVZcXxUeHpSfF1l2ZXRYbnUMik2KsjXy9HONio0CCwfS4mP4TKoCdERp3o6QwN83Z3V1WXFwCjnbK/s725PT4qzkQhdnRwCfb1CQ4J2d7Yg6GBvb8/LywuJRFIoFLlczuFwRCKRlZUVnU6nUqmgbEWlUllbW1tZWVlbW0v+40ssFguFQiaTicfjEQgEmUzlcvlAu9LV1TcyMgG/aqCIgIQ3cJuTSBSw55vBYIFYJpiI02gMKyub6vKK82fOnh8YyElL83NzUUrFEX4+J1ua0hMTu1tbZ1++HDp92t/T8/nkZE9b2/mBgQsXzuRlp2SnJd0Yu3Dn8qWuurpbw6N1+UVR4TZVpfHRIV5ZiSn3x+/eHLvUUFkYGewK4t0nO1vv3Rzv7WipqyztbGlIS4wF4a6a8uILg6f7utpuXLl4aWQwPMivsqTgyujQ6ZNdTbWV0WFBjTUVbY21+VlpyXFRaYmxt69dri4rig4LSoqNTIgOjwoNLMrNLC3ISU2IKcrN9PdyG+jt7Otq83Zzrq0oCfbzSoyJCPbzykpNPHeqNzYiRCLg5KUnqpVWHc0N0N4uBEGzcwumpigUlkKkcYg0DonOJdG5ZAaPwuTT2EIaW0hliuhsMYMjobPFZLqASOURKFwg2ALkAJNvEwucgQlKxwB25JjRX/6ufeSYEShJPa5jDgpbftam/twZ+o8uNj34UW3zI9oWFlhWaGTK/XuTB1s70Pdvb2fenDtz9szA6YcP7q1+XFlemt/cWIWgvZnX0/Pv3qx+XIIOdz9vrn37uvFp/cPnzbWv0NYeBEFb0LuHE73Fad2FUReacx8N93za+Li79+PL108L798+nrw/P/vi0+rC7tbmt29rm5sroAcNpLRBj+nS0ttXr558+rS0sDAzMXF7YWFmZWVubW3hzZup+/evX79+8fHjuy9eTL59+3xzc+Xz5w+rK+9fTT9Zev/2zaupx4/uPrh74/WLp4vzb16+fPz+/WvwwkePbl27Njo8PHDz5iUgqq+uvn/29FFvT/uD+7f7+7pnXk8f7O0fHEAFBUUGhqYILBmOo8FxNDSFi6fxcFQulsLBUblEhoDEFBIZAgKdj6VwMGQ2ishEEhhwHA2GpYJjYI7TMUaB87u26b/9cuLf/6712wnjEwbw304YH9UxO64PO6pjdsIArm2EPKpjBrD8mC7sDx0LoKgf1TY/pgsjUmTnR27vQ9D3ne2tnR+HEPTj+97B3j/M5//57GxDuzvQzvbhzu7hzu7h163tLz+2tvZ2H/eV9OUG9RTGDHdWTty69GPryx4Ebe7ug1Y1YAAEKsXHj/PgZuhfnv+/QB3kuf/zASGxlZW5jY3lP0mkVgaGxig0VmQpodIYdAaLzmAdO65lYGispa2rb2BEIJINDI0BipuZw3R09VFoLIlMZbI4YLwNSlpMzSwAfTc1swBBVQwWf/SP42gMDrBtLk9gbgGn0hgMJtsChqDR2eYWSAsYisni4fBkPX1jvkAcFR3f1NRia6v08fGztZEXFxa5Ojk62auy09MQMDgWjSETSRlp6UpbRWhwSH1tna2NPMDHm4jFJMbGnOrtqa2sKMjJZlIpDkpFXFSkgMOWWYqS4+M0agfQKMlns3hcdlCgf0V5aXtbS3BQwG+//uJgb2cpEthYy0JDgvz9fBzs7RS2NsBhHhoS5OnhJrex8vXxIpMIoGrN388nLjY6NSVJZaeIjAizsZZFRoTFREfKbazQKERoYEBkaEhESHBqYsLYyLCHiyYvK9PVyTE8LEQiFhka6JWVFudkZ8qkYpiFWWxMlJeb++XRi2Dv4c3rN6ysrPB4vK2tbXh4pKWlJCQkzNJSAtq4wJ91Go0mkUhCQ0M1Gg2ZTGYymWKxWKlUgiCfRCKztVWCGlQnJw1IhSmVKpnMWiyWAhOim5uHnZ29QmHH4fA0GleFwk4kEgP+LRCI7FVOTAaXzeKHh0acPnXm2uUrcVHR2anpxfl5HS3N0eFhDTXV6clJdDLJXmEb4OMN9lyd7OocGxm2k9tkpqZIhIIbV6+Mj1x4eu9+VmJSoKd7bmpyXVmxh6N9alxEc21tTFhYS11dVGiQq6N9aIBPf3f7netXblwZc3W0l0stK0sKbWXi7rbm9KT44rzsyJDA8CB/fy93kByLjwrPz0ovyM5g08hers4ZyQltjXXDZwfys9ITYyIbaypD/H0Geruy05JVciuNgx3YAh4fFT41+XDk3OmG6gqwDDQrNclFrfLQON6/da25ropNI4UHBzTUVMZER+7ubO1s/4AgyNvb28zMDIlEAg2cz+eLRCIsFotCoTAYDB6Pt7S0FIlEMpkMTDEYDAaFQiESiUQikUKhMBgMFovFZnPBR0MmU83NYRYWcDqdCfCbwWCx2VwWi8NgsKhUOmhrYTBYoMjlJy8HTD08OOTBnbt3btysr6ysq6hoqqooyckqzc7samkJ8fNTyGTBvr7lhYWN1dV1FRV3r1/PSk+ICg+KDgtKiYmafvjgztjlxzdvp0dElxWF1lakZKfEpETHnenuP9/X39FYXVWSkZ2WlJWaWF9VNnHv1uT92+NjI+FBfgnR4Y01FTHhwVdGh0oLcgqy0/293Dqa68OD/CqK87taG8sKczNTEjJTEqRCbkx4cHdb0+UL50fPn0mOizrT111dVpSZkvBTYA/282ptqBno7SzJz9768mls+Ny9m+PdbU3VZUWJMREh/t6pCTFPH90LC/R1tlf0dTRlpyWcPtkN7e9BEDT/fhmPp+NJTDyFhaewCFT2P0M4mcGjMkU0liWNZUlhCAkULo7ExpHYIGQMrM6A8wHN1sAEdUzb7M+/aP32h6G+MVrHAAE6W7T0YMbmeAMTjK4hElS4GJhgDE2xhqZYbX34CX2EnhlB35zIFdq2t/ftfd+C9ve2vv9Y+7j6YXnl0cP7r15Ov371fOzicH9f9907Nx49vLu2urz6cWnrx5eJR/du3Ry/ODo093H2EIKgPWjt5evhlvK+qtRLvTXPr48tLc/v7H7/8vXTyxdPRy8M3r11ZX72xe7WJjCaAao9P//q7dvny8uzKytzL15MXr9+8dmzB0+f3p+YuL2yMre6+v7Jk3sPHtwYGTnd19d+9+74ysrcT4/69vfN93OvlxdmP60u3RgfG7sweO3K6IupyYWFmS9fPoIqtK9fVz9+nJ+cvHP9+sXr1y+ury9++fLxzu1rL6afbG99vXVzfHFhDjo4hCCorq6BQKRiSQwEno4kMGB4BobMRpNYKCITQ2bjqFw8jYen8bAUDngQILcFhmKBoZijyeZoshGMYGiBB+T7uD7sL0d0//3vWr8eNzphAD+iZfK7tukxPYs/dM2P68O0DBFHtEwAVJ/QR5zQRxzXgx/ThR3ThR3Xg5/QwThqgh4+ebEPQbuHB1vbu3v70PYPaOfgX5+9XQgwpe2dve2dve872993tvegw68vrp+rzeytyn5ya/TL6nsI2tuDoG0I2txc+fhxHtwYAewEMa3/KvAGyjkIIPzJ0MhER1dfR1ff3AJOozPZHB5oQIPBkcdPaIPEtgUMQaUxmCwOWPFpZGwKvOUmpuYMJpvN4RkamQDzGhyBMreAGxmbmppZEIhkLI6AQmOJJApYNXbsuBYCicZg8Tq6+mgMgUJlGhqZEYhUfQMTBBJragYnkement5SqVVGRlZOVrbGydnDRSOXSVMS4l01LnwuLyMt3U6hRMDgMVHRIoHQzcXV2cHe3NhI5/ix+OgoEP3Kz84S8bgiHjczNcVBqfBycw309QHIbSe3IRHxmRlpebnZjQ11OdmZZBLBy9O9ob42NCTIXqUkEnAmxoZiS6GXp7ut3NpepbRT2qrsFEQCLjsrQyIWWYoEjQ11bq4aMokQHBRQVVkeHhbi7KSOj4sxNTHy8nT38XBnUMgxEeFxUZE+Hu4SoaCrrTXIz9fZSR0XG+3h7iqTipOTEsLDQlw0TmmpyXKZ1fC5QegQ2t3eOdnTy2AwYDAYmUwWCETe3r5OTho0GgtMZ2AhukAgkEqlzs7Ocrmcz+cLBAISiQSHw4HdTK12Avo58JAD87lAIALdaiDMrVSqeDwB2ESpVKrAm9vaKkF/qshSJhJKBXwxh8UN8AvMSEmNiYgcPH2mu70tPTkpLCgwMzWlsbYGjPwHTvbayW1iIyMyU1OcHezLi4s8XDQEDNrVyfFcb39sSGhlQWFzdaWvqyY1NqqyMC8+PKShqqquoiI7NTU0wDc8yN/HXTN5//bQmf7J+3dyM1I1DnaNNZXnT/dnpyXHhIeI+RwCGlFdVuyhcUxLjAvx98lMSVRaS8MC/XraW0L8fXLSU25evRQdFhwdFtzaUPvg9o2k2KjGmsrcjFSJgHuqp1OtlAf6ePZ1tfe0twBTG0D63IzUi0PnXB3tK4rz+7ramuuq8rLSSwvz0lKTt7e+g5m3p6cnAoFAIpEcDofJZEqlUrlczmAwqFQqmUwmEok8Ho/H44nFYmtrax6PB4bcCAQCgUDg8XgmkykQCMCNkUAgYrE4WCweDkeSyVRArAFUA54NZlJkMhXAOZ3OZDLZHA6PSqVjMDgkEs3nCqLCwovzCy6eP3/h3Lm+9tbCzPSEiLD2xsaslJSMpKSSvLzm2lpnlaq+sjIlLi4tOS4tOU5pLZEKeV1NDSdbWivy8rPjk0sLI9ISAioKswvSs3qaO053ddeU5vu6qdydHXzcNWWFue/fvpp99Xxs+FxCdHhaYuypno72prqi3Myk2EiZiKeSy7rbmsICfcsKc2PCg9MSYx0U1hcGTyfFRibHRXW3NV0aGWyqrWyuq7o1fmlw4GR+Vtrta5edVLaeLo4DvZ0SAae0IOfm1bGe9uaW+uobVy421VbWVZbGRoTUVpSEB/mBR5pqK5trysqLcgZ6u6DDAwiC5t4tkkgsLIGOIdKxJAaOzAQQTqCy8RQWjswk0wUUhhBwbhyJ/c8OKSDYggNHU8wRRFMYXtcQ+edftH49amBoitU3RoOB989tY4BtA/w2NMUameH0jFCG5gQjOOV3HdhxPbibm9/FC5dXF5c3P23s7+5t/9i6NDb66OH9pcV3d+/cuHnj6ssXz16/ev7q5dSHlYW11eVnTyf6TnY1NtRMTd872NneWv/+7snUlTPdg11V9y4NLrycnnnz4tPGx6/fNqafP+5obxoe7J+dmfr+ZRV0hn/48O7du5ezs9Pv3r1cWZmbn391//713t7Wq1dHpqcnXr168uzZg7m5Fw8f3rx589KdO1evXh2ZmnoIcuEgwP1pdWnp/du3r5/PvXlx/mz/3Vvjd2+NTz15uLAws76+CHLenz9/2NhYfvny8ZUrw1NTD2dmnn37tvZ48v7C+7ffv20+nnzw8cMidAhBENTW1sFgctEEmjmajCQwzDBUBJ6OwNPhOBoCT0cRmWgSC8A2msT6idzmaLIZimSGIpmjySYIkhmKYgQjGJjjdE3Qvx43+ve/a/39mOE/eLaOGehfO2EAP2EA/137Hzxb2xClY4TWMUJrGSC1DJAn9BF/+93khA4iPbtkbfPrPgRtbe/v7UMHB9Du4b8+Pxvi9g52D6GDfehg+2BnF9qD9r/eGjs3MtC9OPcK9MRt7W/vQxBYsQpsfUCyXl19/+nT0n8VeK+vL25sLK+tLSwtvf0Tm8PjC0QIJPrYcS3QlWZqZiEUidkcHhyBYjDZYEu3gaGxmTmMRKaamcPMLeAIJBqLIxgYGhsZmwK/G4fLpzNYVBqDRKbq6hn8fvQYEoWh0ZnAuWZmDgMCu4mpubGJGRyBsoChUGj80T+0yBQGDk8mEKkGhqZoDIFCoXG5fByOIJNIQ4NDAny81XZKLzdXB5V9U0NjoH+A0lZhbmoG3OY5Wdnenl4CHp/H4WamZzg6qJ3UjsmJSVZSmY72CTdXTUpyYnBQgJ3S1lFtL+BzlQo52OzJZjEkYpGVTKKwtZHbWFVXVWicHd1cNQI+19pKSqOSa6orC/Jz3d1cgoMCcnOyYBZmoMY8OSnB08ONw2YGBfonJcZ7e3n8/Ze/+vl602kUsaUwPCzE09XF39srMjQkJyM9OjwsKy3VUWUX5Ofr7uYSEx3Z3NSgslO4uWqwGJSlSODu5mItkd64Og6WFo+OXHBycvLw8ODz+VgsHsSv7ezsfXz8XF3dxWKpRCITCoVcLpfH40kkEjs7O7lczmQySSSSUGhJodAkEpmDg2NAQJCDgyOIfbPZXAwGx+HwVCoHa2s5WOktEIiAHsvjCYDtXCq1ApxPaae2kdsxmFwmk21v52CnUNrbqdR2qqK83JKC/MzUlPTkpPjoqNrKit7OjtrKCgelwloi7mhpbqyt6W5vS01MkMukIQH+F86dDw8MrquoaqiqUlpLPTSOTbVVDdXlcRERUSEhcRERIi6rIDujJD87Jz05wNs9KjQoNSE2yNcrKzXp9fOngT6eaYlxUaFB9rbWyXHRwGEe6ON5aeR8dlqyr4dreJB/elJ8c111akKsq6P9+dP93W3NdjYyldwqNiLUy9U5LNCvu605NyM1JT7m0sj5otysk51tNeUlQD9Pio0aGx4cGx5MiA5PjIkQsOklBblpSfEJ8bGbG+sH+7sHBwd+fn4sFotGowGrOZfL/Wkpt7S0BHdOgI7/NKmBwjsikQhEER6PZ2kpEQotBQIRl8vH44lmZhZoNPYn+f7PB2A5nc4EjXhsNpdIJKPRWCadpZArHVTqAB/fhKio2+Pjp7q7fV013a2tYQEBI2fPVpWUdDQ1uarVfh4eHU1NXa2NLfU1ni5Ovh6ul0dGRs8MpsbEN1XWtLcU+3ioEqLDs1NTM5JSokND05PiQgM9vN2ci/OywK6RssLchury9KQ4Xw8XUJWaHBeVn5WWFBupVtoMnek/f7qvvqosNiJk+skjjYMyLjI0PSmuoji/o7k+NyMFQHhZYa6PuyY0wMffyw1MtUG3Wn1V2e1rl9ub6q6MDjXWVLQ21FwaGawqLXx450ZzXRVIi0WFBrY3VOVnpTTXVQPm/W5+CYOhWCDwwPeEJbLAMPsnTuPJHKCTA8H8n/8J4PfP8x/6OeGXI3p//13/JzaDqlR9YzS4AJq5nhFK3xhtYIIxMEaaI8i6pvjfdZHaxlgEhq5x9miqbbx7+87G+qe9nd3p589WP66sr61MPZt8Nzcz83r6+dTja+OXpp8/efni2cL72fGrYwOnehffPYf299ffr81NzzyfuH3pQv/YhcGrF8fHr1168vTRu/k3kxP32lobLl8cXF548/nTMqDOy8uz7969BDvEgGD+/Pmj8fELT5/e//hxfmNjeXLyztu3z1+8mOzra5+YuA0y3MvLs1++fATwc2Vs+MrY8NiFwbELg7euX15emF16//bd25egchV8B32oq6vv3717ubm58vjx3VevnkxO3Hv9amrh/ezF0aG52dcAvGtr61FovAkMY2iBhWGp5tj/Rw8H+I0kMMABEI7A02FY6k/abY4mmyLJMCzdBEEyMMcZWuD/0DX/8286f/1dT98Mq2WIAMgNaLeWIeK4PuwPHYvjenAtA6SOEVrXGAMgXNsQdUIfpW2IovOsiivq3i+t7uxD37b2wQr4f3kgaG9378f+wfYhtHcI7e1DB+AcQtDz6Zd37997M/t2fWPt6/cv27vfD6Ddw8MfwA/4c94MfuH/u2fb/wvwBnOQ2dnpPwERG4XGotBYE1Nz4FajUOlSmTWXJ8Bg8cCMxmJzDQyNOVy+UCQmkalwBAqYyU3NLMA4nC8QAW+5uQVcR1ff0MgETNARSDR4BxQaC2JmRsamRBKFQKSy2HwsjoTDkylUJhpDgMHRGCwRiUSLRGI4HKm2d+g/2ZcUFxsdHqZROwT4+cskUh6HC0bdSluFSmnn7uoWFRFpb6cS8gWF+QVBAYFKW0V0ZFRYSCiDTuVx2WoHlaVIoHZQ+fp4wSzMbKxlRYX5oMUsNCQIoG9dbbXC1iYyIkxlpwjw901KjA8OCggNCQoLDZZKLB3V9mJLIZlECA8LsVPahgQHOjk6WMkkba3N4WEhFDJRwOeSSQQ9Xe3MjLSgQP+UhPiwoECJUFBaWBAbGeHhorGWiIP8fIfOn/P28gAhNAIeK5VY+vp4RUdF+Hv7/JTNhwbPC4VCmUxGJBJlMmsUCiMWS11c3Ozs7H19/R0dnUUisZWVlb29vUKhUCqVICcG7FSuru5ggC2XK3x9/QFyg7Y1Cws4yHmLxVJbW6VcrnBwcAQUnMPhWVpKHBwc7ezsVSoHlcpBJldKZXIuTyQUiZVKldzaRqW0EwmEVWWlczOvi/Pz2pubQgL8K0qKvd3d4qOjUhLiz/T3ebhoQgL8M1NTutvbnOxV9dVVBVl55YXFcRFRAz0n4yMj7WxkGge7uMiwIB+fgqys2PBwMZ9TnJddXVYEmNzpk915mWnVZcXDZwdC/H2aaqtAeWp9VXlDdUVjTWVLfU1ogG9yXDQoPK8oLoiNCO1safRydS4tyH384G56UryNROShcRTzOe7O6jvXr6bExzx+cDcxJjI9Kf7m1Ust9TUZyQlBvl7nTp18/OBufFT4mb6eYD+vyJCAsEDfqrLilobaqMjwvd1tCDrY2dnx8PDgcrmAT5ubm1MoFC6Xa2lpCexpUqlUIBAARxtIjgEVXSAQ8Hg8LrAeCIXgVkkkEvP5QiKRbGpqDoMhAOFmMFhMJpvF4gC2zWSygX4OkBvU3LLZXCaTTaXSySS6VCzjsnkMGjPQ1+/Fkye3rl7tamlpqKoqKygozM6ODA4uzc8vKyjobG6Oi4hIiI6orypvrKl0c3Ssq6jKzczKz865NDLW01FfmJMWGuBrL5d7ubgkRkfnZqQ6qWzdnOxrK0o6Wxqa66qyUhPvXL/SUF3+8tlkdlpSRXF+bUVJTHhwf3f7yLmBk52tDdXlJfnZ+VlptRUlljxWQXZ6eVFeSnx0VWlhbkbKhcHTj+7eDAv0pRGxSmuJVMhtqa+euHdr6Ez/mxfPCnMyOprrR84NFGSnV5YUJMdFXb88emlkcHDgZG9Hi7ebc0VxfnlR3p3xiwXZqRXFBQc72wcH0OLSRwsLrAUCDxpXAKv+Cc9AGwcQTqLxf1JwgOJg7A0MzwC8YSgyDEU9esLk16MGekYoEwsC4N/6xmhjc7yxOd7EggAujMxw4BiaoExhRB0TnL4FxQLHNbIgonF0R7VrbXXN4vsF6BACgs3y0vyzpxNPnzyaeHTv1cupb183Xkw/ffjgzt07Nz6sLCy8n7115cLLp9MPbz999XJ2dW3p7oPxU6f6qquaOjpbrt+4cvPW+Mjw2YFTPZMPby29n/n+ZXVp6S2AivX1RZAEe/fu5bNnD169egL08/n5V8vLsxMTt588uQccZ0+f3n///vX796/fvXu5sbG8vb35/v3r/Jz07IzkxrrKk91tXzdX97a/gnL4T5+W3r17OTf3YmVlDrS7bG1tHBx839n5vLj45vr1ixOP7oKSlsaGmgf3b0MHh2DmratnZGiGNLTAmiAIMDzDHE22wFD+PxCOwNOBnA74N6DmAMVNkWQLDM0EQTK0wBvBCNpGyF/+MPgfv2oDLR0AtpYhQtsIqWOM0jVBA8H8hD5CywCpbYjSNcb845hiLdD043pwAk3U2NoP1pbs/0Ma/xcHgnb3D7YgaO8Q2tve3QJP3vz2fert4tTMwuT0m4ln01MvX3xYXdne+baz+w2Ctj9//gBkavARgMKc/1rw3txcuXt3/E8cLh+Eu2BwJIFIZjDZdAbLUiwlU2gEIhkGR+ro6mNxBL5AZAFDEIhkGp2JRGGMjE1/BsbwBBKbwyOSKDg80dwCbmBobGBoDN5KV88AmN0YTDaRRAHbQk1MzeEIlK6eEZPF4/JEhkZmcATG1AyOJ1AQSCyIveLxRKlYkpSQaCOV+Hp6eLu7hQaH+Pv6hQaH2NupbKysJZZiPpdnJZX5+QVYWdkIBCJ//0A/v4C0tIzU1PTY2HhnZ0cYzFyttg8JCSIQcFwuG4fD+Pp606jkiPDQ4KCA3p4uK5kkLDQ4OCjAydFBqZCLhPzkpAQGnQpUcXc3FwqZaGxkYKe0PdV/0sPdlcNm+vv5BAcFqB1UQYH+YaHBBvq6ZBKhqDBfIhaFhQanp6Ukx8flZKRb8nkIczM7uY1UJAzw8XbXODc3NcTGRMFh5mGhweFhIQ31tQ72di4aJ6WNvKqsHNo/gA6h4fNDUqkUKLEkEsXR0VmtdnJwcPTzC1Crnayt5UqlCpicpVIpYN4KhcLKyorP5/P5QpFIrFSq7O3Vzs4urq7uoMBcKLTE44lAM+dweAqFnZ2dvY2NrZ2dva2tkkSiAGoIUmRisVQktZZY21rZ2rE5PB5fCH4eb0+v9OSk5vo6d41ze3NTVlpqS0N9TkZ6aWFBoK9PZGhIsL9fSIB/YW5OTka6l5trWFBgc11Tc11Td1vX5dGL9dU1zg72Shvr1MS4+spKa0tLB1tbH3eXzJTEhOjwmvLivq62seHBuMiwK6PD+VnpGckJvh6uuRmp6UnxCdERKfEx1mJhQnSERMAFW71vXBlLjIn0cnUuK8xrb6oHVWv+Xu50Ej4hOqKlvsbfy/3C4JnWhtqLQ+fKi/Kd7ZVyqWVUaBBobhno7Xr9/Gl6Ury7sxpovIMDJ1MSYitKCn28PWdevwQ5b7VaDfZ4EolENBoNsmFCofCnNw1kAf4RbFoyfQAAIABJREFUlheLgVsNQLhQKPwPUBcLBCJgKWAy2Wg0Fg5HMhgsEolCpdLBkjGA0P88CP/ZrgPEcxaLI+CLCXgKi8lTyJV+Pv6drW311TVlBQWN1dUtdXVNNTW97e0pcXEZSUk1ZWWh/v7ZyYmdDY19nZ1hAUFpScnVlTVdHd3Xrt3obm9LS0oUcNjuGue6qsrq8pKQAF8ne2VLfXVuRgpoLAfadV9X29WLw9VlRWmJscBolp+Vdu5Ub5CvZ0F2uq+Hi1pp42gn7+9u7+9uj4sMbaypqKss7W5rqijOv355VK20EXGZ+VlpuRkpzXVVbY21Z/t7rowOFWSn+3m6hgX6hvh7g3b0memnb19OJcdF1VaUJESHd7Y09Ha0tDdUxYQHFmRnQIcHBwfQ7NyCrq4pHEWEoahwNA2JZaDxLAyBDQ4az0JgqCgcHUtkkWh8MP+mMIRgEwZwm/8Eb1D1hcDQ9Y3RR44ZndC1MIURTSwIALmNzHAmFgRTGNEURjQ2xxuaYg1MMAYmGHNzjLEZxghOMUYyDOE0YwQViWVgCczQ4JAnk4+hQ+jL542NT2sry+/X11ZevZxaX1tZXJh7Nzdz88bV4aGzQHN+PvX44tDo0OCV/oHLN+8+mVmcu3J7rK2jNT+v7PSZvtcz0zdvjfed7By7OPRqevLt62e7W5tg2vrp09LW1sa3b2vz86+mpycePLgxOXkHBL1mZp49fnwXOMyvXBkGvraFhZm1tYWNjWWw7OvNm6nGusrWptorY8ND505B0O72982tbxvrHxdB5vv+/esvXkyC+wDgb19dfT8xcfvkybaXL55+/LDwbm6muCjv2vilw/2DgwMoJydPW8fAFI41QRCMYDgzDNUUSQT4/fMACMeQ2RgyG0vhgPn3TwndFEk2RZJNECQjGAHMv4/pWfyPX7X1TDGGFng9UwyAbfDd0AIPeDZQywH51jPB6hpjThghjOAkbWOsrjFB6eh3+dr9PQjaPYT+5197ELR3eLh/AB0eQtA+BC0sr41eunHlzsTk9OzjF28nnk0/nX4x++7t6tryx9Wl3d0vX758BJ41sB7mfy2b/+8G70+fljY2lj98eHfyZNuf6AwWGFdjcQTgJkMg0WBQjURheHwhiHEDkzl4MgKJRqIwgFITiGQ8gaSlrUsgkjlcvshSwuML8QQSGoNDY3Ba2rooNBaNwZEpNH0DI7B0AYnCwBEoDJaIJ1DwBAoGS8ThySe09ExMYUQSTaVyMDOzwOOJRDyhvbUtJMAfeM1SkpIFPH5ifIKT2jEoIDA4MMjb04tJZ3h4eCUnp9JoDE9PbxcXN1tbZVxcgrOzi6+vNwIBIxBwnp7ugYH+KpVSqbR1dnYMCw3OzclKSownEfGOavvmpobIiDAXjROTQWPQqdZW0uioiKTE+KLCfE8PN2srKYNOdXdzyc/LSU1JEvC5IiF/9MJwZESYl6e7i8aJQiaymPSM9FSlQp4QH1tYkNfX3eXj4a5ROyTGxmSkJPt6egT6+rhrnD093EaGz4sthX/7659JRHxkRBibxcBh0Rq1Y311zU+3uUwmY7PZHA7HxsbWzc0DEGUXFzcQ8ZJIZFwu19PT08PDw8XFRa1WW1lZyeVyqVQqlyuADU0ikZHJVHt7tYuLm7e3r4uLGwh5SyQyLpcvFFqq1U7AQmVjY8vjCaysbMRiqUJh5+rqbmurZPKELJ6QTGdJpFYent4+Pj4EAoHD4YQHB92/fSsxNiYhJrqvuys9OSkjJTkvK7OytCQ/O6swN8fX08PFUV1WVNjd3qZRO5Tkl0aHRbU2tMRERJYUFAb4eNtayYL9/WrKyjKSklLi4sA+7PqqsqEz/eVFeQ4Km+K87Esj50EPmkTAjQkPARhcW1F65/rVyJBAH3cXB4VNR3PDrfHLWalJoLF8YXamIDujo7khwNvDylKQnhRfWpCbnZZ8+mT35P07t8YvRwQH1FeV93W111WWFWRnpCbEFmRnlBflz0w/k4n4Zoa6WamJKfHRrk4OCmtpVGT41y+bEHQAQZBCoUCj0TQajU6nk8lkQKYB7Qbt5Wg0mkqlggdlMhloaAHg/RO/f9oOhEJLkUhMozHgcCToNgdjb+A8B50tgHOD54PtMqDIlslks9gCAV9sKZKxGGylrd3ZUwP3b99JTUyqq6gYPnMmMji4vrKyo6mppa4uLyMj2NfXUW6bEh3T0dTUXN8QFxNbVFRSXFza3tGTmpCWkZzuoLRz1zgX5WWPXxotLy6KCvu/iXvroDjbPG00u2d3Zt6Zd3bslYknJDi0u7tACy000A1N43Tj7u7u7pBAlDgxAgECUQghhkOQQICEuEOfP+75OFN7arfqq/r2nKqnUs0TuqG6K7nu6/e7JDg2IuRQQ82JtpYH926BnPP2o4eH795sqa9OT4rz13okxkQ01lT0X+/svtLRWFPh4mgf7KcN8vUevHVjoOdaWWFuQ3X5tUvn+7quHD3UeLix1sleLuSxQMk3oNpjj4ZBr+jFs+1XO87GR4WlJcbWVZYW52XNTY1dOH3CmsOgEbH5WWmxESFujgqdh3NyXDTYeT8dndyxw8DMEmUBI1rAiBAEGYaiwtE0JJaBwjFROOaWkxhLZAH8pjCsyXSr/wTeW+QbgaFDkZRd+8y37zYxhxIs4SQjMzT409gcA2j3FnIbm2MQcKwFFGcGIxlBKfstyaYIOgzDsIARZRLp4ZZDqy9WlpcWZ2emlp7PfXj/eu7Z1Mu15Y3vn1dXng8N3i4vK+q8enFs9NGL5YXOzoGa+jNlNWeOX+y7/fhB18DVjotnTx89fW/w1pu3L6dnxq91Xrx86dyTh/cW5ya+f3n7+vXy7Ozo6Ojwmzcvvn17t7g4NTQ0cO3ahaGhARDWsbo6//Dh3Vu3rvf1XZ2ZeQqCXEAZKJj0gsawvutXhwdvLS/OPhi6/eXjm4/vXn16v76yNAf26ECXvva/otzevHnR33+tqamqoCCjr/fa4L2b58+dKsjP7u66ot/Uf/++CdTmphCUMQRjDMEYQrCmMJw5ggBW2uYIAsByKIbyzxI2DJmNJDCgGIoFkmiJopjCCADCTWEESxTFGIL76/YDuw5YGlpgjCyxB83RhhaY/SaIvUYwI0usoTkWUO2DZhgjC5yRBQ7c2W+BMILgzREMcxgTgeOFRaU+Gpv89t9gt35Dr9d//vx1Y1O/uamfmF5qOXw2N7/m4pXue8MP7z98MvLk6fjkxMTU+Myz6Zlnk2DHDKzVgH8DZP3fBd3/s8x7eXm2srJwm7GJ2d9++oVIopAptH37DwAPN4FINjO3NDhgCEeg4AjUgYNGLDYXhycSiGRDIxMqjSESSxBItKGRCQB4MGyHI1BEEoXJ4iCQaGD1ZrG5+/YfAJGof/jxPwCKgxE9Dk8mkekWlnALSzgEigT6NRabj0ZjAfmmkiksBjMnIz3Iz1fA44aHhkVHRoUEBXu4uXt7etnZKkQCIQaF5vOt/f0Dgaba09Pbx8fP1taOy+Xb2ytcXJxpNIq1Nf/q1cuenu4eHm4uLs5cDsvfz6eyogwBh+Kw6MaGOtDDLRYJAvx9vb08khLjYVDL6KgItZPKz1eXmBAXGxMVGODX3NSQlBgfGhKUnJQgsRHl5WbX19WkpiSBhlAuhxUWGlxTXUknk1R2Cjadlp6cpFTYhgcH+Xp7FefnyWUSfz8fLoflYK+g0yg8LltgzafTKPZy28NNzWBsfqS1zcjIiM1mq1QqEHGq0/kqlY52dg4kEgWLxfP51gQCQaFQKBQKlUollUpZLJZSqdRqtXy+tVgskclsHR3VZDLV1tZOIpE5OqqdnV2AWsrBQSWXK8BfEYlkJBIN1G1iscTGRqpUOgoEIi6XT6AybGztaSyum5e32tlFKpdxuVxbW1snB/vM1JTjba0pCfEBPrpDjQ0njrSVFORnpaWmJSWCMxaHQc9MTUmMjfHx8iwtKIuPSsjPygsLDPX11ibFxcdHR8ltxOfb20dHRuIiIpLjojNTEoP9tFcunGltqiNhUSH+PpNPH4E0FYDBFcUFhTmZrk7Kw4114UH+bc0Nbc0NjTWVLfU1CzOTRblZoPM7NiL0RnfnyOCd8qL8huqK6LBgsNhubaq3l9kkREcE+WqPHW5Oio1qqa8pK8zrvnLRz9sjJz3FX+sZFRooEfBiwoMFPHZKQqy7m8vzxXkwNmexWKampiQSCQSdAtoNku+oVCoOhzM0NMRisTweTyaTbWG2UCgEnm+A5VwuHzSBAmEBh8ODQuEwGAKMyqlUOog3JxLJLBZHIBABIs7l8plMNpFIptEYwGnG5QmlMnsqhUnAU6x41h5unnVV1RUlpfGRkTVlZd2XL188c6aqpOTS2bM+Hh4hfn5uDkq1raIoJy8zNS0lKTUpKaWwqCwtPTs2Ij4nPTc+OiY8OCAzNWnl+fzpE8fdnDW5GSk56cmdF8/d7O060dZixaYX5WZOjz0uL8pLiA6PDgvKy0xtrqvKzUg5dripKDezrrL06KHGtub61qa6rssXxh4NpybEVJcVgZ7v2zeud12+UF1W1NZcX1tRUllScO3S+bjI0Izk+PiosPqqstqKEjCN77x47kRbS2xESEF2elZqokohFfJY5UV5zvbS2IigqNCgrx8/6PX68YmZnTsP7DtgBmbaAG6hSMoWfm9ZwlA4+tbwfEt5vjU238JvwN33GFj+vP2gOZQAQZCNzNBQJGXr9QHzNoPgLWBEKJKCgGNhSJKRBc4ISoESrSFYjhmCisSzsWiM1su7v+/G5MTY6NPHc8+m3r9b//D+9aePbz9+eLP0fO5U+7Ga6vLmprq+3q5bN/vqm84GRRSEJ1ZVtp7rvDvQffPK9e4rvZc7Hz0eXn6xsP569eHI4LGjh+7f6//0/uX3L28/fnw1PHzr2rULc3Pjev2n1dX527d72ttb79zp3YKT0dFhYAQH/7l/+rS+tDQzMfFwZubpwsIk2Jqvry29XFn8/uX9+zdrb169mJ0affro/qMH90ZG7iwvz4Jc1VevngPB+cjInUuXTl+4cLKsLK+xofr+0O0zp08UFeZe7Dir39R//fq9sLDY1Ayy38hinzHUGILZZ4owhmAAfpsjCGZwvBkcD/AbrL0BeIPwFgiabI4gQDE0EyjeAkkGKA7HMSBo6k87DX/eZQSoNrjA/vuAGQqgtZEFztgSbwolmkAIhuZYAxOUERxriaWbQOmmMKahGRlFZJdW1f434P3161e9Xv/1y+bmpv716++19ce9tTFZ2bUnTpzo7++/c+fO8MiDianJqZnJ+cW5xaWFubnx1dV5sO3eot3/P4L3ysocKHgtK8vbRqMzsTgCBou3hMAMjUwMDhhSqHQHpSMMjty5a8/uPfuAygyHJwKSDUzetgp7DBZvZm6JweJBLhsIaQHVI7v37DMzt8TiCGQKbeeuPQcNjbfv2AWyUUFCC+gZ275j15aWjUSmgnZwG4nsl1+3gyOCVGbr6xegdnbBYPEatXNleUV6ahqYnwutBTwO10Ykjo6M03r5WvNFAmsbezvHuPhkB6UagyW6uLgFBYU0NjarVKqAgAA3NxeVygGHw4SGBKWmJHl6uGHQSCqF5KJRV1WWZ2dlKKQSFydHnadHSIC/m7M6IiTYXeNMwmG13p6NDXX2drZxsdG+PlpHlYOTo9LeztZfp/Xx8gzw0Xm4aDrOngGPNY4qG7EQVLRJbERsFiMvN1sukyhsZSqlvdLBTqf1SoiPRSHhcpnETiFPiI9VKmzLi4s2vnzWb+rPnj4DvF5SqZzD4aHRWKFQ7OvrHxUVw2Cw9u8/AOzCIINFJrPVaFzVao1S6ejlpeVy+UBtHhAQBDg0UJKzWBwymQoyU62sBAgECtiLxWKJWCwRCsVsNlcuV+DxRDqd6eLiBo4IKpUTh8Pz9PR2dXU/eNDIxkYqEUvTUtKzUjOjwsJtxZLWxsY7Pb2VBYVNNTV+Xl5RISEOtoqCnNza6rrkxBRfnZ+DUl1UXF5eUePr66/RuKYmp7Qdbj3dfio/O6s4P68gJ9tfp9U4qnquddZVVfp4eTKpJF9vj8rSors3b5w6fsTT1bm0MC86PASUdl86d9rVSRnkqz178thAT1eIv0//9WtRoUFlhXkx4SGpCbHAJh4THnKu/fj5UyeSYqPqKssSoiNCA3wPNdSmJ8WDffmF0yd9PN3Cg/wzUxKjw4JPHjkcoPO0tRHER4WFBvpdONOusJVNT02A4zl4W8DUGoArl8sXCsVb0nFLSygOR7CyEkilcrFYAhT7IpEN+AYgMJRI5WwOD8QXAjcmHIGyhMA4PC6ZSsHicRgclkgmMVhMFodNZzK2HN50OhNwbgaDBei7nZ0DiFYVCsU2NtLGxmY/v4CcjHQQeHfp/LnayopDjQ0BPrqwoMDI8Ki8nPysjOzYmEQfXYC7h66puS0+ITUhISE+Pt7Pz2egv+/M6RPZ6Sn5OelJ8VERIYEFOZnDg7fSU+JpZIwVl5aaFNnTdWHiyUhFcX5UaGByXBTIRs3LTD155JBGZdfaVDc1+qi1qa4gO31k8HZmSgIoV22prz59vO3SuVOFORnPn00BjG+uqyotyMlIjm+qrQQJrODQlhAdXlGcnxAdXpCdXl9VJhNZRYYEuDurWhsbs9NT3DVOG98/b+o3xqZmd+81NzTBGlligT7ZBIpHElgIPNMSRYHjGBA0GXiOoRgKisgkMqxITGs8jbdFuwEpB0AOR1OwRBYcTTGDYLfvNtq93wyOpljCCUZmyK0gbhDKZgbBWsIJSCwNTeJA0FQLJBlMeiFoKhRDM7TAmKKZNJ6stLT+8dCTu739K4vPXr9devlu8c36648f3oyN3b94+cTFy+39N2/cuTs8OPg0MjFH4x2SklPZcvTCyfNXOnt7e2/3dA1cnl+dXX29Mnh36F7/4ED3wEBv34cPL99/fjF0d6CqvKiuumT08dDmt7evXy7cH+wZuHEJLLaBRPzZs7H5+Yk3b158/Pjq5drSy7WlVy+Xl5fmZqbH5p5Nrq4srq0+f7E8//nT2w/v19++Wfvwfn1hfvrpkweLCzOPHw+CLpNPn9Zfv14GvReDg/1DQwNnzx47cqSxu+vy7Vt9szMTJcX5ly6e0+u/fd/cyMoq2rXHfK8hcp8Jer8pZr852hRGMIMTAZMGkAwuCyQZhqWjSRwshYcmceA4BhRDg6CpEDQVhqVDMTQL5D9G6IYWmD2G0P/4686DJnAYimxigTYwgppYoC1geFNLjDkUZw7FHTSBHzBDWSDJFiiqEQRvBMEbmKENzNCWaJqBGfrXvWaGljjvwJgn0y+AmFyv39jY+Lbx/atev/G/lt5AZ67/rtdf7r7r5B6uC0wvrT3X2HL2zIWegVuPhh6Mjo5NTc9Ozc1Pr649n56aGx8ffft2+cXK+PrL6Vdrs2tL869XVgCEg0E6cIEDR9l/w5j/ty6QpPb/vtZfvVhdWXz7Zq26qnSbuQUEBkcSSRSwzIZA4aBvm8uzAnNvKAwBYtfoDJZEKqdQ6RAonMFkAzsZkUShUOlMFgeFxlJpDAaTzWCywVOAdl1h50BnsAwOGEKgcAgUDuLTgR2cRKaSyFQ4AsXlWZHI1B07d2OweHsHFRyBAt9mZS2Mio7duWsPEoVJiItXOzrpvLW52TlZGZlFBYUigTAqItLF2T0oIJTD4u/fZxgXm6TzCSAQqZFRcRqNK59v7ecXUFJSolQqk5IStFova2t+6+EWR5UDAY8FWSv2drY6rZfG2YlJpcRHR9kIrBkUMlBTF+XltjTUNzXWl5YUhYYE5WRnAtuYwlbGoFOlImFKQrzGUVWcn1eYmxMeHJSZmqJU2Hp7eSTExwoFVmwWo7amKiI8NCw0OCkxvqS4MDDAz0WjBko6pYOd0sGuqbHex8vz6OFD+o3v+k1966HDAFblcoVEIpPLFWAhrdG4AmYMgyFEIhsKhUYkkkNCwgICgkDcikrlhMHggPRMo3EF2jS1WuPlpQWCc6FQzGJxFAp7f/9AoD8Hg1wQeM5mc7lcPkhbEwhE/v6BYrEEg8G5uLi5u3sC4JeIpRlpmcmJKWZGxjERkTVlZYnR0ceams+3t9/o6jrc0KD18CwvLgkPjUiIS5TayKQyuwsdVwICQ4ODQ0+caA8NDokIC+84f6H92NHw4KCz7SfdNc5Febm3+294ubm6ODkmx8dkp6ekJcU31lYppOLUxLjq8hKZWABayG72dndePH+ju/PuQF9rU/3Zk8cKsjMSoiMyUxK17i7hQf6gJ7S0IHf47q1DDbW3b/QkREfERoTmpKdcOneaRsTVlJd0Xe5oa24oyM64f+dmc111YkxkelK8o50sPirM3VnVeenClY5ziQlx66/WPn/6oNfrgWYQbJ1JJAqTyWazuaBElc+3ptEYIOgUKM4AoAKejcMRsFg8j2clkchEYgmHy2exuVbWQmuBCJTyGRmbQmBQKp0mEAn51lZkKoVAItKZDJ4VH4Sfg4MC2IhzODzgHOPxrIBfnEAgyeWKgoIiNzcPpcK2srTk0vlzrc1NJ48eOX/6VPfVK6WFBQV5hempGfm5BT66ACqF6enlW1ffEhYeU15eXl9fr9Vqa6ore3u6B3q73ZwdL3ecUSpkVy+ev9JxLiTQJyo8KCs9ISs9obggvevyBT9v96baytqKkmA/bUt9df/1zqsdZ0cf3u+9dvn2jeuXzp26O9BbW1GSk56cnhQXEeyfmhBTW1HS2lR3+fzppyNDxw433eztSomPjgkPPtHWkpuRIhXyb/Z2Xe04C2Jhhm73N9dVZaclJUSHR4YE1FaUxEWGDt+509bSGBsZ9uXz+039xtSzhb37LY1McQfMUAfN0QC8EXgmDEu3QJK3wBuopRB4OvAZo0ms/wTe4EuA0FAkyQKG//suw7/9uu+AMQyCIGKJLAiCCFpMtnxllnACDAV+BBWADaCMgDtCCByGla2rq//DoccXz5zb/Ppp/fXy289rH99/eL74bGVl7uX6wtz8xMyz6aejU52dA7rgBFsnXVRi4fEz3YeOX7h0raf31o2eW9dHJh9OzU13dV2/2Xv7wZ0HQ3dur6zOr72ee/Jw6Nn02MPhu08e3pueeDT2ZHBm8uHUxH0gMQP9niD//NOn9a9f337/9nHp+bOJ8ceTE0/GRh+OjT6cnRl/vji7urL46eOb9VcvlpfmVlcWJyeePH3yYP3Vi4GBrtnZ0XfvVtfWFoDn+8OHl8+ejYGo89HR4YX56blnk58+vj165NCNvm69/tumXp+bW7pzt9kuA9geI+Q+E/ReUyRYXf8zhG8BORRDQ+CZSALrn5Eb3Idh6eBLIF47aI7+/X/8umuf6VYWPbDmG5khLeEEgOLGEJw5gmSOpJjCSeA6YI6xQFFN4SRDS5wRBE/jydLyKjf1+u+bGx8+ffwH4f78Rb+p13/7rtdvgG33h8/6lqMX1B4Rjq6R5fUXqmqPt5+53nGlv7N74ObdoeGRB0/HHk3PjD1fXBkbe/pqfWnt5czLV7MvV2dWl+ffrK5ueb63nGDr60uAE/9Pg/fLtaV3b18ePdKyDTi8EUg0iUw1MTWHI1BQGAIGR7I5PAaTbWUtNDYx27f/AODZWBwBhcbu3LUHmLaBNXxLTA5W3WgMDgKFQ2GIvfsMQCuooZEJUK6BwwEUhti5a4+xiRmTxbGEwEzNLKwFIjyBZHDAkM5gMVkcC0uooZEJGoPjcPlKlZPCziElNT05McnOVuHh5o5BoSkkcl5Obm11DZvJclJpdN5+Om8/PI5sxRcpVc4qRw0aQ1CrNQqFvUQiq6mpOXDgAJfLdnRUYrFoFpOuUtrfHLhxqv2Eu5uLSmmPRiEUtjIHW3l2epqbszotKVHjqKooKfb19irIyY6MCLPicwMD/NxcNVmZ6TKpTUR4aGVFmaeri5DPO3n0SG5mBptOw6GQjbU14cFBCDjU28sjJjoyOioiPCzERix00ahBtIuDvSI6KkLr7ZmWmhwSHOjp4dZ6uCXQ1+fiubP6zY3N7xstTc2ghtXOzkEgENFoDJXKCWCAt7fO2dlFpXJCo7ESiYzJZPP51gDRORwek8kG0nTgEANicpHIBmA2hUJjMtlYLB6PJ9ra2iEQKA6H5+TkbGtrZ2MjZbE4cDgSPJfF4tjYSF1d3fl8ay6X7+bm4eCgotOZZDJVLJZERUT76vyy0tKH7w3mpqfnpqfHhodbs9kezs6jIyPlxSWRoWHZmTlNDc2uGjfwQSQmpXl4eHl76+Jj4zzdPUqLS9pams2MDPOyMv11Wkd7OzdndX111ad3b6vLSypLi3gsemRokLe7S01F6ZFDTdXlJdVlxYcaasEMvKfzclZqUqCPd0VxQV1lWVlhHshS7TjTHuSrLSvMezh0t7aiVMhj+3l7zIw/jQwJdLK3LSvMO9F2qL6qPDMlMTkuOsTfpyQ/JyE6orQgt6a8pK6y9EhLQ0l+dnN9TdeVi9lZGaDhbXNTLxSKQUIwAG9AhXk8Kx7PCkj8gKeLTmeSSBSgWgMcHWSVMxgsoVAsFNkAzi0Qiq2shcA8uW//gR27dhqZGCNQSAKJyGAxeVZ8nhWfw+MSCCQsFg/ydsCPEwrFDAZLIBAxGCyxWMJicczNLel0plbrk5iYfLyt9cb17uL8vKqyUpClX1laMvroYUZa5rEjxzPSMv18g+ztHGVyB6VK4+nlq1Zr1Gp1enp6elrK7VsDzip7O5lNcnxMsL9feHBAaKDfzOTTF8+fnTpxuKq8QCxgh/jrEmMiOs6cbGuuP328rf3o4SsXztzs7bp/Z2B67HFhTkZ9VVlTbWV1WVFpQQ7QrJ1oa4kOCzp78ujFs+2FORnebs4Vxfm3+rr9tR7JcVGdF89VlxWdPXkUZML4az0AKQcfxOXzp8+1H6spLx5/9OhKx7nDTfWbG1829RvLa+sGB2FLXACLAAAgAElEQVS/7jAFCuQDZihTGAGKoQFuB8B7S+oMx9GAwhmOo2GJrP8E3lvic/Bg30HLP/1t1x//suOvv+zdtc/UEk4AanYklgaQA4okITBUSxQFhqUjCSyA2WZwIkAgOJELwdCJZH5pUfWd/turK8uv36wuLs88X5w/0tZy7uzJpeXZN2/X5hcXnjyd7Ojo0gUlefoliBXa1Ky6xtaOE6evXuzsvnK9696ToYejj9rbT59rP9/beb2vu+vxk+FnCxNfPrz9/OH12/WVgb7Oyx2nHg7fnJ4YWV/7fwAD6Mu+fn0LtGnv3r5cev5scWFmYX56fOzR40f3Z2fG11afv1xb+vL53fqrF0vPn62uLI4+Hbl7p39q8uni4hSQwr148QzEtD1/Pg1C3D58eLmx8eH7t49vXq/q9d+A7Q2Ad2Fh5Y5dptv3Wu46CN9jhNxtDAeiM/DOACUaAHILJBkcegBsW6IoAKqBVQyBZ8JxDBiWDlDcAkn+26/7/vzT7h//vP0//rpz514TU0sMBEEEtNvUEmMGwZrBiWZwojmSYoGimiHIFiiqgRna0BJnDCVYomlmCLIJjMizUU3MzG5s6r98/Q7A+8unz/pN/ebGN71e//HTl/mFF/PP1xtbz0YlFmu8ojkit5yippOnu0+d6+q4fH3gzuDg/aHR8acTU6MvVtZGR0eXlueWl6fX1uZerS68eP7s5Yt/BIxvTdEB+QZJtP/T4P3q5fL7d6+ud1/ZBnJMEUg0mUIzNDIhkigYLB6FxiKQaCgMwbcSYHEEIDLfu88AiyOwObwDB41odCbYhUOgcBgcaXDAkEAkc3lWPL41CElFY3AmpuZQGGL3nn2//n3HVt6LuQWEQqWDx2QKDWjfQK8oBosHsI1EYfbuM/jp519BdltObr67h1daSqrS3kEitiHg8BwWOzkxyd3VzcVZI7WxVTu62IhkProAG7EcjsCIxDKtzl+n86XTmSEhYcHBwWZmZhqNOiIizMHBjs/jqJT2CfGxzmpHczMTD3dXfz8fsUhQVVaaEBMdFhQYGxkREuBfXlykslO4qp2OHmn19vLIzEhjMmgCa76Hu6ubqyY0JCjAR2cnkybHx+VnZ6UnJwG5FotGhcMgP/7hh+Kigo4L59xcNcFBAe5uLrExUXKZJDkpwddHm5qSlJqSVFdbzeOymQxagI+u51qnfnNDv6k/efwEg8GSSGRSqVwqlQNC7OCgsrW143B4rq7uwKutVDrKZLY0GsPeXmlvryQSySqVE0j2ABGbVlYCOzsHV1d3Ly+tSuXk6upOozGAtxuPJ8LhSNCWAXxiCoU9SHSRSuU8npWDg4rN5gqFYisrAZA9gwU5Hk8UiWzCwiLaT5yMiYg8feJ4SIC/1s2NTaWmJSQ0VFWFBATGRkZFhEUmJSQnxCVWVtUxWTwHpTo6OjYvryApIdFHq7vR2+euceazWadPHM/JSHdzVsdHR9VUlOdmZoQHByik4uz0lPDggOz0lJt913MyUsuLCzrOtJcW5HZfuRji73P+1Imbvd3NddUnjxx2cXSIiwwL9tNlpiS2NtUnREcU5Wa11Nfc6O483FgXERyQnhSvkIhIWJSQx/745lVbc0NSbFRrU31+Vnp1WXFJfk5TbdWhhtrGmoqezkunjrVqPVy93DRNjfUT46NgbC6RyGAwBNCEA1s8ONMANrz1AOykgRjQykrA5fJBHB7QoLHYXGuByEYiE4kl1gIRm8PDE0gQKHy/wcFfft3+w+9//PGPf9q7zwCBRNPoTGuBiM+3BlUCQJ1OpdLBJwsG5uBkcOCAIR5PFIslJSVl2elpRw8faq6viwgJVtkpgv39qsvLyouLsjKykxKSc7Pz4mKT/P2Cg0MijYwt/PxDQkPDCwuLU1PTkxOTrndf0ziqkuPjjrW2pCYm+Ou0qYkJzfU1UeFB0RHBUeFB5SW5YYG+hxtrj7c2N1SXnzrW2lRb2X708PHW5tamurcvXzy6f/dOf09ZYW5+Vlp2WlJuRkp6UhwIdamtKDl/6vjEk5Gq0sLDjbVFuZkqhZRJIRxvbd788qGxpgK8ZmlBTk56MugVPdxY23nxXF/XlWOHm8oLC5PjY2oryzY3vnz59nl0cmbHLpOf/24MgjsOmqOB1whMaBF4JpBHbZmMQaoXHEfbsnpvucOBwQysYLEUDgRN3mcM/dMve/7ld3/e9i8//O3XffsNIVAkCUNgbvnQUDi6KYyAwDOxFB4CzzSFEYDGCoqhoclWCByLTBfIZKqB/jvnzl2Ym5udnZ2+e2eg/eTRgf6eZ3NTY2NPb92+Ozg0cr1nICQ6N7eklcl3Fst1LUc6mw6du3C59+7wo9uPhkenp/v7b/b13LhxvedGX8/dwVsjTx9MT409GL7XefXi3Tv93d0Xr1+/9Pr18vPn/0gsf/Hi2fr60rdv7758eQNqx9ZfvZifm5qceDI58WRmemxhfnp2ZvzhyODzxdlPH9+8Xl95sTz/en3l2ezE4L2bD0cGP358BdxQwIc2Pj4yONg/NfUYxKa+fr385vXqi+X5798+Xb3Sce/uzU391029vqioascu0192me0wgP4n8LZAksFyAejRwAcEwHsLwv8ZvP8Zv2FYuhkcv+uA+e//sn3bb/7jX3/4y1/+vu+AGQKGpaJwdCiSBEdTIGiqCRRvCidBsQxLNM0ERjQwQx+0wBpB8JZoGriDpwuS03IXl1/+wzO2qf/+HaD4xvLS2vTMwtOnM4tL7xpbz4dEZydn1e43JfmFpNS1nGk5euHMha7+W4M37957NPb46dij+YXnk9NTcwvPZmYnXq4tffzwenlpfm15cW1tAVj1wNgDzMyBnex/FLxfvVx+9XL53duXIw/ubUNjcFgcAY5AUah0YxMzMoWGxRFgcOT2HbvAIhxPINHoTBgcCVbjIH+Nw+XTGSxzC4glBEYgknF4IgQKJ1NoHC6fy7NiMNlsDg+BRIOnGBqZ/Pr3Hb/8un3vPgMzc0u+lcDKWohEYRhMNpPFAQI3cwsICo3du88AicLAEShDI5O//fQLDk/cs3c/mUITCMVSG4lIILTmW3FYbC6b4+nu4ahU0ak0jdrN2clVae/k4a5lMXlQGAqHJ0NhKCaTHR0d29jYHBUV1dTUpNGosVi0t7enTGoTFhrMZjHkMklEeKjG2QmPwwgFVkQsxsXJsbG2Jj46yl4u8/X2ykxNaaipzs/LKSstjggPtbezlcskUok4NibqUEuTq9pJqbAVWfG93FzVSoewoEBHe7ujhw8lJsQ5OSr9/XxSkhMVtjKlg114WIi1FU9hK4sIDyUScBg0Mi83G+jVQ0OCXNVO50+f2vz65cunz6fbTwkEIrFYwuXypVI5hUJzd/cUCsVgjspicaythTqdL1A22dsr7ewchEKxQCCKiopRqZwA+ZPJbCUSmUJhr9G4urq6q1ROvr7+QKzO51uDdayFBQSNxoK0VJ3OVyqVOzu7eHlptVof4CgD1jIymQrSwZBINAKJBlNcqVSanprm6eoCesqDfX29XFxC/f2z0tIDff1io+PiYuJ9tL4lpZViG7lILAO/ZGx0zMnjJ86cOn3y6JGea52eri72clltZUVESHB+dpbGURUZGlRbWRbkp/NwUftpPR1spZ2XLpw/fbLrcoeftwcIOX86cv9wY93w3VupCbF+3h4x4SHFedlXO85dOnc6KjRI5+EaGRJYnJedkZxQW1EKukHLCvPSk+Lzs9L7r18LD/IH6rZgP118VHhZYZ5EwI8JD344dMfXy62prjo1MS4pMf79uzcgYU2pdMThCGQylUymIpFoCoUGJAJgiA3we6tDHdBxGxsp2H+DSBYoFI7DEzlcvkQqt5HIhCIbQMR5fGuhyIZGZxoZm/7pz3/999/87g8//oeFJdRWYQ9S6GUyW/AiYP8NysfYbC4ajTU2Nt23zwCHI6BQGLFY4uRg76xSpiTEZ6en+eu0flrvhJjoxNiYooLiwvyipITkAP8QD3dtRGSckbGFws5RLrPXaFzr6xtvDdw+dbK9v+d6c32dg63cX+dzqLGhKC83LipSIRXHRoXmZaeFBPqEBfr6ebtHhgT0dF7q6bxUVphbmJNxrv3Y9asX+7quAEV6XGRoiL+uua6qMCfjyYPB86eOJ8dF6TxcSvKzK0sK2o8eBn1iN7qvlhXmtjbVtTbV3eztystMPdHWUlGc7+niVFaYCzLPk2IjTx1rDfHXXb9yJSMlMT87AzDv8eln+wwgew3gILsDgDfACSiGhiSwAPP+53gvcAHmDQAYWMNBuguwLW0N2C2QxB37TX/8285t2374t9/95eftBsbmKAyBCfziGALTDE5EEdk4Kh+BZwJmCbi4KZSMowigaDqWwvEJDA8JjTp96vzok7HBezdvDvQ+GB46f77j+LFTQ/cfzi8sn2w/6xuSEp9W6ReSRaYrUzLr0zJrmg6f6b89cvPByOSzhYnJ6Qf3h69cvni9+1p3T9e1nusdF87V11Vd7Dh7o6+769ql/v5rd+/2jY+PrK8vvXy5CDLPQdvYu3erm5sfX64tTU+NPn50f3zs0cL89Nrq84X56ZEH9x6ODK68WFhdWVyYn365tvR6fWXlxcKrl8tzc+Ogamx5eRZkv9y7d2Ni4mF//7X+/mvDw7fGxx6NPh1ZXJhtPdx0/typ7xuft5j3L7vM/r7PcrchYo8JAmSlmcIIW8uFrdMVuAPHMbZwGlDwrZtbw3MYlg5c4MYQzM+7Dm777Z+2/csP//7jT7/sNgT+fjyZgyZxTGEEYygBhmMiiRyw+TZHUsyRFEs0zQJFNYEREQQ2hSFsPtz+9sN3UFKyuan/+vXrly+f+nrvdHR0jY7OLa98OtLe6egWUlR5zEUbq3QJKa0+1tR27lRHV8/Anb6btx4+fTI6NTb1bHZx6fnk1Ez/wK0nT558eP/25dry2zdrL18uLi3NLC5OgbBxwL//D17/FXiDIcqb16sT44+3AQ5tbGIGJuEQKByFxiJRmD179wMtG0BoKAwBMJ5MofGtBFKZrUAoxuGJBgcMjYxNYXAkSGuhUOnAHY4nkMCBAJi/Dxoa7zc4uH3Hrl2794K2bygMweNbg2U5+AWMTczwBBJwpgFROhSGAMEv1gKR2tEp0D/ASeWYmpzSfa1LIbelU2lioai6ss6aLxILpUwG106hEoqkSpUz30oUFRXj6emNwxF0Ol11dTWHwyKRCGg0Ui6TWPG5PC5bJLSGQiwgluZikUDj7JSamMBh0BkUckJMdFpSospO4eLkGB0e5u/nc/lSR3BQgK1cWliQFxYa7O3lwWYxWDRqenISEgpx1ziXFRU6OdhHh4elJiYcO9pWUlwIHOTOasegQP+E+Fitt6fSwS4xIQ6NQri6OAsFVkwGjcmgVVdVhAT4b4H3hXPn5XKFUCjmcvkoFAYMxmUyWyBLVqmcrKwEIMqUz7cGhSJyucLX1z8gIMjNzYPF4tDpTCBUFols1GqNp6e3XK4AweZqtQbgOqDdlpZQQ0NjCoWmUNgDfu/u7gn06nK5AhiZtiLe7O2VTBZH4+LG5VnRaDStVpuWmpybk5UYG3Pp7Nn5qSkfDw+lwq6qrLy+tsHfN8DT3cvTyycgMDQmNtHRUR0Xl9BY3+Dv6xfg53+2/WRLQ32Qny8GAY8KC3VzVocFBfp4efppPdl0ilIhC/b3KczNyk5P0Tg6RIQEtjU3NFRXgCl3VWlRbUXp/PRETHhIfVX5kZbGmvKSiOAAf61nRnJCYkyk1t0lJT7m8vkz0WHBZ04cbT/aOjc1fvRQU1Ro0NFDTToP11t91+urymMjQvOz0otys5gUYkJ0uIfG0dFOlpIQe+FMe1Fh/sL8M8C8XV3dQXHIVrkqUIMDLg5OQoBtg104EPyDwYlAICIQSFAoHPx7kckVUpmtSCzZusQ2coFQQiTRjE0sfvl157/9+w+/+e0fdu7ah0CgwOBEIpGB4QcYzpPJVAaDBSYrKBQGxOFRqXQrDjsqLDQ9OamxtiY3M+NmX2/7saPWXE5EWOS1q11ZGdkx0Qlenj7RMYm+fsFqZ3cXjUduTmFtTaO3p7a8tOLerdsVJaVebq5kPCEtKdnXW+vkYB/s7+fj5U4l4kKDfHUeLvlZaYU5GSX52RXF+RfPtoN99rVL51MTYvqvdw70XKutKOm8eK60IKexpiI5LirYTwvqRuIiQw811LTUVwND4LVL50cf3m9rrm+oLge69HPtx1Lio8MCfSuK85NiI8MCfbXumuy0JC9X9aWzZ9taGmsqSje+f97Qf59fWrGAEPbsh+0+CNlpYGFgigT01xxBguMYKCIbqNUQeDowFgMIx1L+EbWGxjPAtRXNhiKzEESGJYaMJDGxNC6SxITiqEZQzM/bDX7348/b/u2Pv/3DT7/uPGhsjkJiaUQqD4qhYSk8DJkLw9K3pFhQDA2KoKMIPBiOSeVLKVyRly6oueHI6MPxsbEHkxNPPn342H/jTmVFQ/f1/q/f9A8fPUnIKFa5BtcfvujiGR0alVdS3nbkxKXuvnt9QyOPJmfGpqYHB++2nzx6/vzZmobGnMKSvLycU6dOVlSUNTXXnT3XfubsiUeP70/PPF1amgFjc4Ac4PGnT+tgnw2Qe3FhZmZ6bHzs0dMnD3p7OkefjszPTc09m1x6/uztm7Uvn99tfP/08eOr9fWl+fmJly8XQVXovXs3njwZunmz+9q1C93dFwf6rw8N3lpdeX6jr3ti/AkA7/z88t17Lbbvtfx1r8UOA+huYzgwZ5tA8QCSt6RqYE4Ow9IReCaKyN7afIML3Ad6AvBtZkgCBEuB4qgmcNyv+4x/86dftv37j9v+r9//8Mdfft150ByKQ+CZUAzNAkWFYOgwHNMERjSBEc0Q5K0VuBmCDMUyCGSBUq27fO0WiGHZ2NR/+fb106cPQ/eeNjaeePJk7vnyh87eYbVHmE9wakntSVdtTHHV0Zbjl051XL/Sc7Orb+D+44cTs5OzC/NLq2vDj57W1bdUVtXfuzc0Mzux/uoFyKTb6izZgtv/b8D79frK+NijbUKRDQyOBJGlhkYmpmYWWBxhKz2NSKKAZTaJTDW3gAiEYhQaCyrArQUiDpdvbgGBwhAgsMVaIHJQOrI5PIMDhmbmlkgURiKVU2kMHJ5IptBodOZ+g4O79+z78Y9/2rFzN5C1860EpmYW+/YfAOhOZ7BQaKyFJdTCEmpnrySRqRgsHgpDoDE4Ag7vqnGJjoxyd3Xz0epqq2v8ff1UDkpvT5+YqHhbmb25GTQyIlYoktIZnMCgsIqKKj+/ACsrQVhYWHR0tFbrJZXaODoqYVBLO4Vc6+3p7eVBwGPxOExMdKRYJGDRqDKxKCEm2l+nbW1u8tdp1UoHUCjio/MGOedikcDXR4tGIZQOdpWlJdHhYUwqReOoshFYR4eHpSTEq5UOkRFhXp7uAf6+LCYdj8McO9pmIxZyOSw7hdxZ7WinkLu7uVApJBqVbGlh5mCvKC8u6rpyGYzNuzqv2dsrATBbWwuJRLJEIgOTbUdHtUhkA0apXl5agBDOzi4Khb27u6erq7uPj59YLAFRLVKp3NXV3dfXPzw8EiytBQKRg4NKq/Xx9tYJhWJPT2+JRAaHIyEQmKUlFAZDsNlcT09vT09vIK5Go7FbjnBra6FarfHU+QhFNhKp3M7OTigUKh3sSooLjx1tS4iKqq+s7L58OS8rOzYyqqGuMS8n39Pdy83dOzEpzcc3MCQkrL39dPuJk3ExsZ7uHr1d10oLC/Kzs8KCAjWOKrmNODs9rSAn28tNIxVZB/pqC3IyXZyU3u4uGSmJ1eUlQH2WGBOZk56SFBt16dzpYD9dTnpKWKBfclx0WKCfl6szINalBbm2NsKs1KQQf59L507XVpTWVpSWF+W3NtUnx0WrHRSJMZGdF8+7OzvGR4XHRoQG+WrLi/IDfbyclQqlrUTAY584cvhU+4k3r1+B3ZiHhxedziQQSAQCCY3GUig0DocH1Ps0GoPL5fN4VlvpacBoJxSKgXJNLJYwGCwymcrh8sHYXCKVi22kAqGYx7dmc3hcnkAglLA5VkwWj8sToDGEn3/Z8Zvf/uGPf/zT7t178XgiOA2AOBfQTQKW7mAwA/RrPJ6Vo72dVCQM8vNtqKlua2muKivt6+46c/JEbHRcVkZ2S9OhstIqkVAaGhYdFBzhrPEICY48fep8ZkZuaHBY+4lT/T29WWnppYVFWnfvQF8/hVSWmpiQHB/nqlbpPN18vT2clQofT9eU+OhDDTVHDzV2X+m4feN6W3N9dVnR0UONVy6cSYmPzkpNdFMrM5Ljo8OC6qvK6qvKDjfWlhflRQT7RwT7VxTntx89XFaYe+bEkYLs9BNtLSA5dezR8NFDjRHB/oU5GfFRYaALPCk2MsRf56/1CPb17e26evXieb3+2/fNbxMzc4bGyD37YbsOWP66x2T3QYihBcbQAmMKIwAAAHPyrTxOAOQYMnsrZG0Lv/+x+aZy8Aw+gsiAE+gwPA2CpQAsJ1J5RmbIv/y85ze//9u//uZPv/3DT7v2mQK1OYFujSKyAeEGQjkLJNkCQj5gioURWGiGNZEtcnbzzUwrHOi6++HD6uTEk08fPi89f9V7/e7Vq30Liy8ePn7UdOyMo4d/Wl51eEx+bFLp0RNXO670d/Xe7b49cv/J5Pj0zMzsxMORweHhoay8fDdv37y8vGPHjlRWlqekJtTVV50+c7z7+pWFxZnV1fm3b1c+f3797t3q4uLU7Ozo3Nz4/PzEw5HB7q7LnVc7Bu/dnBh/PDszPjM9NjnxpLvrcv+N7ocjgxPjj6cmn849m3y+ODv3bHJj4wPQpoEgttHR4Z6eyxcunBwaGhgc7B8c7O+/0X1zoGd15fn9oTvPZif1+m8b+s28vLJ9BtBdBrCfdpn+vNtsx0EIiFUxtMD8M3j/J205kK0Bqr0F2OAmeEvhOAaSxIThaZYYMhRHBZ/ILkOLH3/etW3bD//6mz/9+OftOw0sIGgqisSFYhlg520CIxpDCUYQPBieW6CoCAKbwlQQKeLo+OzxqeffNvWfv3zb0G9+2/i6MPf6wvnep08W3rzTj4w+zys9pHQJyixq9g3NyCttbTl+6eT5rgudvZ09Nwbu3Xk49nR6YXZpdW18aqGiosnDI6CivObq1cv9A13T009WVuYAhIP8lrW1BYDi/6PgDawEb16vPno4tI3OYBkamYChNxZHAItqcwsIGF9bQmCAKNMZLNBNAgJT4QiUQCjm8qyAUt3E1Bwsy+kMFplCg8GRNDoTg8UTSRQ6gwVE6RKpHJwDfvl1+/Ydu377u98fNDRWOaqBnQys2IEQHQpDgMX5foODBw4aWUJgKDTW0tyCiCdovbyt+VYatXOgf4C7q5tG7eyq8UhPzXJSaeztHHlcARZH8vTykcntgd9JLlcEBQW5urpmZ2eWlhZnZWVEhIfisGg6jUIi4llMuqPKwdXFmUwiCHhcO5n00vlzxfl5bs7qYH8/B1u5yk7B47LVTio+jwP6Q/k8DotJd3PVRIQEOznYaxxVDrZyJpWSnZ7GolFpJCIKCRdY8+3tbOk0SmCAX2ZGWmhIkJOj0tdHe/DAfhQSTqOSfXTe9na2piZGfr66tKTExtqa96/Xv3/9dvFCh42NlE5nymS2CoX91g4VaJc4HB6fb21jIwVw7uTkDFiyk5OzXK7w8wtwdnYBpFwgEMnlCoDr4LFK5QS06HZ2Dny+tYuLm1bro1DY83hWMBgCDkeamppLJLK4uARgggLLXRsbqYODisezcnRU84UiGottCYFZCwXW1tY8HsdH552RnhodGpocG5uXkZGamJSbmZWemnH+7AUvD+/wiBg3d29HJ5fU1PSIiChPd4+sjMzoyKimutqyosKOs2eG79091NiQn51lzeX4eHmqlXZebprk+JiIkEC10s5d41RTUfpufa0gOyM3I7WsMM/VSZkYE+mstCvIznBxdMhOS06IjvBydQ4N8C3MyawoLgB7bndnx5z0lMKcTDe1SiLgK22lATqv+KhwlUJ26dzpC6dPAr+42kFhxWbIxYIAnWdxXpa7s0pkxe26cjE5KWF5aVG/+f379013d88tSTmBQAIhKkDvTSJRwBKBx7MCbHvrkxIKxWCAAc49bA4PZNUJRTZSma2NRAZ0IWyOla1CKZXZWQtsZHJ7sY2cSKLBEZi//OVvv/nN74yMTGQyW9DIDsCbRKIAOAfh/zQaAw5HGhubUgh4AY/rr9NWlpYkxcXmZWWWFxdVl5e1HmorKSqtrqxpbmoNCY7Q6gLktsrwiNikxHSdNiAhPuVwy5GykvKywtKaisqhO3f7unoLsvN1nl7OKkeJUKCyU4QE+OZnZ/h6uSltJV6u6uG7N18szFaVFp4+3pYSH+3n7R7k652XmZqVmhgbEZKflRYa4JMUG5mRHF9akHP+1HFQShag88zPSstMSUiOi9K6a/y83XPSk0MDfLJSE4du959oa8lOSyrMybBi04U8VmiAT3pSXGxEiJtaGRcRcbu/t7y44OOHN5v6jcnZ+f0HoCbmhJ0GFj/tNNyx3xy0SRpDcAAtANsGhBuOo4EVOJrEAiGpW8PzLfCG4WkEphWWxsXReVgaF01hAywHvSZoPMMMgv3zT7u3bfvh33/46x4DcwLdmsgQwHEMwPUReCbY7JpZEGEYFpzCRdKtYGSO3N7NWaXtuXxrbm509OnIx/efXq19ejQy09FxfWZ24ev3b6NzC/Vt7V4B0YnppUUVh4+funrx6o2+W0N9g0/vPhp78PjRwuLs23cvX79dLy6v8tAFBgQElJWV5eXlVFSUtbY1NzXXXeu6NDU9+v37+42ND1+/vn3x4tnIyJ3h4Vujo8NPn94feXBv8N7NWzd7e3s6u65dununf3LiydyzyRt9XR0XTl/rvDh47/YRY9AAACAASURBVOaD4bsjD+7dH7rd13vt1q3r3d0XnzwZ2tz8OD39ZGLi4ZUrZ3NzU6urizs62u/fv3nrZu/NgZ4XywsD/T23bvYB8M7NLTU4CN9zEPHXHcZ/2W70dwMLA1PkXiPYATMUBE2F4xjgZLM1JAebb4DfgGoj8EwwPEfgmWgSB4A6isiGE+hwAh2Ko0KwFDiBjiKzIFjKQUvU3gMWP/55+7ZtP2z77V+MLLEEhhBF4oJRORCvAfOYgRnaBEaEYOhwjBWObCORu7Ud71hefbv2+s23je+b+o0vn/QPhqdv9D388Em/8lo/Of8uOavKOygxJqW8sOrY8bO9Hd23ugfu9Q/evzM8/Hhi7Mnk6PKrV5++6s939KrVuti45OrqypLS3M7O86Ojw+vrS2/evAC2bLDI+J8G7/VXL9ZfvXj7Zu3+0O1t5hYQBpONRGHQGByATAtLKFDQWFhCAQzTGSwqjUGlMQ4cNNpvYARHYBBILIFI5fGFRBINRJSbmkEMjczwBAoMjmax+Rgs0RKCOGhoisOTQWk3SGXh8gQcrjUGSzxoaEok0dgcKwqVSaWx2BwrGp1NJNHAYxQab2xiAUdg0BgCFIaCwdEYLNFJ7apy1NjZOQQGBjNodKG1wM5W4ahycFQ5ZKSnBgcGRUdGKeR23p5aConq4uISGRkpEAgIBEJoaGhubi6fz4+Ojvb19QczYXt7pVAotrCAYLF4FosTExHOYdC93d1qKsoTYqI9XDQ2AuvczAwalWxvZ+vl6c5k0JAIGLBx67Rechuxs0rJYdCL8/MoBDybTisrKkyKi8WgkSqlfXZWRkZ6KihE8dF5q51UUZHhfr66XTu302mUoEB/rbenj87bR+ftr9MO3bmt39z4/vVbc2MTh8MDhmyNxtXBQSUWS4hEMlCW0WgMgNOOjmq1WmNtLQR7ULAcdXXzkMkVTmqNylENAANPIClVThKp3NNLy+VZAd88l2clEIoBkDhrXN09vJzUGjBHUTmqPb20Upmtk1qj1fk6KB0lUrna2cXeQSUQioFgDQzSeTwrV1f3rKycsLCIhJjonIx0e7kMrBtA2/ep48eqK2siwiIL8gq1XjpvT21tdV1WRrbKwTE6KqL1cMuhliY/X92J40fBeSjA3zcsJNTZSW3FYUtFwrjIsNiIUH9Pt7aG2uudl6vKiuOiwuOiwlubG5QKWXpyQmRokFRopXV3CfbTNddVB+i80pPi/bw9stOSaytK+Sx6bETozd7ujOQEWxthbUXplQtnq8uKgc48PSm+tqK0uqzYz9sDamYcHxVWkp+dFBtZWVpUnJ9z9EgryDbf3NTLZLbAuAW8eWBkTaUxgCeCxeayOTywvZZI5VbWQg6Xz+HyBUKx2EYqEkuEIhuRWCIQihlMNpCDSKRyua2dSCzh8qx4fKFAKLGR2FpZi20ktrYKpZW1WGwjx+JIcASGQmUKhBKpzE4okrLYfGuBDZcnAE+xFtiw2HwGk0umMBBILBwKo5DIAT66sqLC/Kz0w4118eEhAV7udZW1x9uOFBbkXb3ScehwY2VlpbfWPyuryEfrGxURfezI8eTEpAA//4ry0ht9PUfaDl86dTo/O8vOzpbKZEjsbF08PK2sBEEBwV4uLnkZGQE6r8qSwsvnTz8evneirSk2IujMiSPZaUmgx9PLVe2v9dC6a7JSE5PjotISYxNjIhzkNh1nTpYV5tKI2LrK0isXzgT5egfoPK9fvTjQcw2ktlUU51eVFjZUl1eWFEgEPA6dXFVamJ+VVllS0NvZefRw852BPr3+26Z+4/HYpKEx0sgUt2OfxS4DCGiX2nMQtmOfxT4jhBmMBNzeKCIbIAEcxwAXhsDGk3lYIgeNZ+HJPByJiyVySDRrHJWPp1kBSCYyBAS6NZ5mhaPysWQ+jmKFwLEwJJ4ZjPTTDqNdBhBLJBWGYZAYIhJDhCZyUQQOAseCoGgwDAOOZ1miaVAsA45nock8HM3a1sm7tLZt+N7d9+/efPr4/tGjRzdu3Bh59PDh40dvPrzf2NBPT82dPHkxIakwJ7+h+UjH1b6hG4NP+gYGz5y/evveg7nFlecrL6eeLVy82qlQqig0QXxi7qFD7ZWVjUWF5ceOtvd093Z1di9OP/r85oX++7uVpemZmcfP5kefjt9/ND708OHdBw9uDw0NgNi1e/dujI+PXL167nr3lanJp329186cPj4+9mh2ZvxGX9etm73PF2cfjgzevtUHputzzyYnxh8P3rsZFKRtba0fG3sw92zyxfL86/XVuWdTb16v6fXfvn7/VlhYaWyKAeD9yx7z3cbwXQehOwwst++32HUQChAUICuCyIJgaWZIkjmKDMHSYHgGFEe3xFAhGDp405BEDorE3bogGDqeLkASOUgiB03mwfEsBIEN3uH9pqi/7jDca4wAz0USORAMHYKhb4nMt0bo5kiKBZJjgWTTOHKfgOieG7c/ff76+vVrvX7ju16/uv729uDw/NLKd73+49eNydn58uq66Lj81qOXrvXc675x51pvf2fv9TsP7jyZejw283B8Zmx+aWXwwaRE7kZlS4qrmgora1LTsuobWm7duvXixdL7d69evVp4uTrz+tWzt2+fv3z5bGVldm1tDhDllRcLL5b/S0b+XwrT/otrqxxlaWlmG4g7NThgCDg0sI3h8EQe35pCpZMpNCaLg0RhTM0s0BgcCo0FmaY0OtvQyMzcAobGEKg0lsJOBYEid+7aR6WxeHyhlbWYzbESiqQ4PJnDtaYzOAcNTc3MoSg0nkCkwhEYCBRJo7MZTC6eQEEgsUQSjUZnI5DYAwdNmCwenkCxhCBMzSBQGAqJwpmYWm7fsUcokto7OPH4wrCwCKFQTKfSykpK01PTGHQqCgmvq60ODgyyEYldNW5CaxEaifH19U1NTeVyuc7OzhqNxsnJKTw83MXFBZQ9wOFIDofn4+Nnb6+Mjo51dnZh02kqO4WjvZ2Pl6cVhx0WFOiv08ZGRjQ21Lm5atJSk3VaL7WTyt3NRePsJJPaxEVFSoQCc2MjPpvl6+0V6OuTkhAfExEuk9rk5mRpnJ0IeKyPzjs4KMBOIZdKxGGhwSnJiT467+ioiAB/Xx+dt51CzuWw7GTS422tn9693fy+cezIUWtrIRiYq9UakcgGOL4AhwYCtK35OTCCg4hyPt+aRmfaSGTWAlFIaLiPrz+bw+NbCRyUju4eXgGBwV7euoDAYBuJzM8/UGwjJZGpEqlcYecAXEw2Epmrm4eD0lEkloDprlRmy7cSCEU2zhpXpcpJIBSDTbyjoxoCgeHxxIiIKF9f/8jI6IqS4kBfn8TYmNMnjhfkZCukEn+d9uK5s2Eh4RFhkYnxSfYKBwc75fGjJ8pKygP8AoODAtLTUg4fak5PS0lNSXJ3c7FTyDlsZlhIaFxMbHpqWkNNtYuTY4DOKyzQLzc1KTYyLCzI/3jboczUpO6rl3q7ribERN660RMdFpyaEJuRnBDi75OdlpyVmqR2UFDwmNKC3LTEuKbaqorigozkhLTEuKsd5wJ9vAH85GakRoYEhgf5nz15rK6yrK6yrKW+ujDn/2btLYOrzPc10b5n7pmZc/bu3UYjjQXiWe7u7r5Wlsbd3d3dPSGEECShgeBO4xaCJyGBAAFiEDx4WPPh3ye3a6b2rTpTp+r9sAjd6W6o5nmf32NF5UV5kaFBESGBsTFRszNTQPP28wsQCsWgvhRMdhIIJCKJQmewQBMwUK9lciV4HxKKJAKhGOS5wWehSKJQqoFyxOMLtTqDTu+pUmvlCpVaY9DqjEqVjsXm0xkcJotHItNpdDYOT6YzODK5WiJVisRyqUwlFMkkUqVQJAM/lEiVPL4YPHQGh0wkMekMk6cxJiI8PTlpx9bN2WnJXS2NPRs3V5dXhAX5d25oqa+rKioqKi4qT0jIUCnU6akZB/YdLMjLDw4MiggPrawo69+9s76svKOlWamUQ5EIqVqZkZObkpJWUVZZlJOTGB0dFRKSnhS/sa25pry4s7WxZ2Nrc13VjYGLmzvbOprrz5w40lhTUV6UB8Y9aytKMlMSdEppYkxEY00FGF1ta6wFLLy+qiwxJqKypKCiOH9zZ1tSbGR2WtLgpXPVZUU7t/fs7tualZqYm5Hib7OVFuZtbG/58vk9yHlj8WwInAbmnME6hYMLeo0Tcr0b1g1OXoxyLQqr4BKLJ/MIFD6GwMYQ2GS6iMIQk2hCCkMMkPt/e0hMMY4ioLBkFJYMTxU6eeBXrYejiVwGT4UicAg0EYkhwVOFAL8xJB6O8if5QxI5AE5wNCFbrAuJSe/b3vty7sWbV69HRkZGRkZmns2O3hu7em3wycTjC+evDA093NZ7MK+wobx247bdR6/cvn9p4Nbvu/dv6undtffAxYFrZy5c7N25Ky4p2ckFYzQH1Tdt3LSpt7Kqvqa6YePGTRvaOy/8ceTFzOP5V7Mvnz9+/nzixaunr95O3394B3SGACPb8PC1q1fPXb9+ce/evkMH94wM3xy9e/va4KWhO9evX7t89syJK5fPDV69eHXgwujd29NTE7dvDd68MXB35NbzZ5NgIHx8fOjY0QN9vT2DVy/duD4wevcOYN51dW1uHgQHF+yytdAV6+ArnRGrnZErHeErHeGrnZGOELwbkgLFMmA4JorMgeEZ7miKB4YKwzMQRBacwITi6EgiB0nk/BW8MRQ+msyD41l4ugj8SuJoQiSRA37KFUFe64r+bT0MimUAjEeTeTiaEEFgA/yGYOgeaBp4IBg6gihyQzBwFJFCY6ttaJ+embPb7V+/fv5qt3/8an/weHJydu7dxy9AEb89MtbQ3Lep58D+w+cOHz9/YeD67dHRM5cuHD559Oip/RcGzl+/PTw+MafS+bjCSOFxabUtnfUNLcUlFfUNTYcOHRi5e/v165l372ZnpsaePXv08uXTV68m5+aezsw8Aq7A16+e/VeB9/PnT0Dd/ePHY9+xOTwKlQ5HoIgkCgKJXrV6LZC9QXkLlcYQiaU0OhOHJwIhnM0RMJhcgVCKROEIRCqdwQHl5FAYCo0h0BkcOAJDpjC4PJFYomAwuSq1Xqc34QkUHJ7MYvPJFIaziwcUhpLKVFKZCvyZRaWxwJ9fbI6AzuDgCRQ6g8PhCpksHo8vZjC5UBhKJJYTiFQnZ3eNRpeYmOzn4xseGpaanNLa0gRy2EUFhSFBwQKeUKPS8rkCHx+fjIwMJpMpk8m8vLxiY2NLSkosFguoQEGjsQgEKiEhicPhRUREyWQKrVJhNXqq5bLK0hKTXhcVFhoaGJAQE52Rnurr41VUmF9UmB8VGR4bE6VRKyViYWRoiEom9bFawCBHWlJioK8PEgpRKmRKhUynVXt7Wbdt7QkNCUIiYC3NjRw20+ipT0qMb29rsVnNRAJu/bq1Pt62tKTEXX299i+f7d/shw8eMpkser0nKOcC8WKRSOLpaQKXUj+/ANCeBu7qoMzc29s3ODgUiyP4+QcqVRqjySKWyFBorFKlsdq8RWKpyWz18vb19vGLjIpJTkkLDYvQG4wKpdrgaeLxhQwmW6XWhoZFABbu5e3r5e0bGBTi5e1r8DSZLTZPo1ml1lqtXt7evqGh4VqtftGjTiJRdvX1xkdHVZWVbtrQsbG9bfeOvpiI8N07+g4dOBwTFevn4x8ZHhUSFLqhvTM5MSUiLDImOjIlObFzQ/vePbtjY6IS4mP9fL2ZDFpwcGhaSmpMVHRtZUVUWGhSbFRqQmxcZNjO3q15Wel1VeUdLY1lRfmdbc11VeUH9uza83tvYU5m/47tBrUiNyO1uqw4MiQwJz2ltCD30N7dG9uaw4P8/WxmL5MBAHZNecn1KxeTYqMSYyJ3bt/CZVB7ezbt7tt24fQJvUqmV8kkAm5nW3N1VcXHD/Pz794AzVsmUwBfGJ3OBMo3iUxdLCYSCMUgOiESS6UyhUgsFYoki18Bn0GvEZ5A4vIEWp1BqzOo1Fq1RqfVGcH6Ko8vZrH5LDafQKRicSQqjaVS6719AlRqvVAk02g9tTqjVmeUydVSmUqu0IjEcg5XyBdIAKLz+UK5VKbTaFUyaXx01NCNwdqK0vqq8qqSip6uTU111Q31Vf27d+zevVujNkRHJQUFBCfGJ/Vt35GbnWMxmb29rDnZmZu7uzrqG4rycsvKSlavc5CoFH5BwVFRMZXlVcW5+eGBgZXFxbERoS31NWCbZO/OXhD0OnZw75aujivnT+/b1bd/947jh/alxEdXlhTERYYWZKenJcb2bGw/c+JIZ2tjdFhQaUFOWmJsWmJsRnL8ySMHTh45EB7k11hTkZOerFVIbgxcvHrxbM/G9uy0JC+TPtDb+9ypE4vgPTk7R6GJflsNBaWYf52WcoYQXGGkv5aBLLqaEXgmnszDkbhgy4TCENPZMjJdRKaLAOEGnHuRf1PYUjxVSGHJyEwpHMtc64zyQFL5Uk+Jykqki3EUwV/xG08V4qlCYI9CkbgQDB0gDZrMY4t1aWkZk5PTX74sTE5ODg0NDQ8Pj43dffhwfHjo9tvX765fG+7u3lVZ3VlR03Hq4s2zV2+3dmwKj4pPTsvu2b7j7MUrd+6O3hoeqWmoX+uIwBN5aRklW7bsbmzcUFpSVVFeU15euamjdWJ8bHZq4tXL2Tdvn71+M/vN/nFs/M7r1zPz83NgCXRq6sHt2wPXrl04enTvxQunx++PvHn9/MXc9MjwzYsXTp87e/Lc2ZOnTx0bvXv75YuZp08eDF69eP3aZYDunz+/mZ2duH794tEj+zd3bxgZvjU8dPPO7esg593Q0OHqjndwwa52Rq92Rq9whK12RoLHwQ3jBCW4o6gAvBFEFhRHd0dT3NEUCJYGwzNgeAYUR0eTeSgSF0nkAAzG0YQYCh/wbIDlJJb0r+C9ygmxxgXljqLS+SqmUAOAn8iULH4fAOFQLONP5zle4AynIQhcDJnrafU7cer8N7v9/fuPX+z2r3b7u49fZl+8nn3x+tOCHfDvE6dub9565MSp6xcHRvr3n6isa0rJzGnr6jp76fTd8dE7d++9fv/V5huxwsFDqDCW17V1bOwpLCrLys6tqKjYvHnTtcHLr189m5+fA+HvubmnoK7u2bPHz59Nvnr5T8tb/rPgDfyJ8/NzDx+OfAfMaAwmm8niQGEI0ElOJFGWLf9trcP69Y7OoLSczeEBGdvRyQ2AK53BoVCZBCJVodSy2HwPCGLdehdXNyiTxdNoPSlUJolMN5m9MFiiQCglEKl4AoXB5NLobCgMRSTR6AwOmcKAwdEoNJ5KYy3iNwKJxeJILDYf8G/wZoBE4dasdQSE3mr1am1tZ9DoBp3ey2rz8/VOT0spKS7MzswyGjxXr1wTH5sQGx3n6ekZFBTEZDLRaLRer4+KigoICDAYDF1d3WlpGSQSBYlEM5nshIQkLpcfGBjMYbGDA4NgEKhcKouJis7Jyuaw2Hwur6G+1s/Xm81i5OZksVkM0MtWVJhvNuj9vb1CAvzTk5O8zCYei2k1ego4bKVC5uvjFREeqlYpjJ56MCIuEQtzc7LKSovT01Lq62rAriiJiC8rLT60b++Zkye+fvzw7evC1p4tGo3OaDT7+vpbrV5kMpXD4VksNg6HB4cjgd8YNHVYLDagqjKZbIVC5e3tazRZNFq93mAMDArx8fXncPkkMlWhVNu8fMIjovQGo9FkiY1LUGt0Pr7+PL7Qy9vX5uWjUKrFEpnRZAkIDNYbjBwuX6nSqDU6s8VmMluBzQr8vSKRBMjwSqWayWTT6cygoBCr1Wvb5u7tPZutRs+cjPSQAP+t3Zsaa2s2behoa2llM1kSkXjzpu6SouKMtPSqikqlXCGTihvqa1OSE3OyMyvKS0eG75QUF0rEQoPBmJ2dm5SUkhAXn5uZERLgn5IQb9KpM1OTaipKe7o2+NrMRXnZg5cvBPp6lRbmgbaW7LTk5rrqXb1bfa2miuKC7g1trQ21QPDOTEmMCA7ISU8pyM7ISk2qKi0K9vOOjQgN9vNOiI64cv5MY03luT+Ob920obqsKC0xVibiPxgb2dG3/fHEQ3A212r1oFiNy+UTiWTgWQPmDyqNATyY4HgO3oFAwyBfIBJLZFKZAtBxhVLN5vCoNAaPL1Qo1cCzJpUp1BqD3mDW6U1SmUokloslCjZHAIQklVpvMntJpEoOVwjecSVSpUqtV6p0CqVWIJSCV1uJVCmRKmk0BhyOpNOZXlZbWlLiyaNHcjMzKksKN7a2R4eG9vZ0NdZVbupqr6mu5LC4Br2lp3tLfW1DY31TRFi4Xqvz9rKmp6WUlhS11dadPHrk4MH9Zi8bAoeRqzWZmdmpyWn11TU2kzk1MSkiJDgxNiopLrq1sW7v7r6q0sI71we62psTosMP7tlZWpDT0Vy/sa1pW3dnS311dFjQgf7fN3e2be5sa66rSoyJiI8Ka6guz8tMLS3Iqa0oaa6rykiOBzf2ztZGoH+fOnaob8ummvLiIF9bTlrak4f3O1oawdn8+u1hh/VwNwjZBUp08sCDOefFmQp3xJ9lICgiG0Pm/hW/gZIKWDiBLiQxxXiagMQU07hyKkf2V/CmcmQ0rpzCkhHpYhiGsd4N6wwhEGgigcwolJu4Yj2JISExJDSOgkgXY8l8HEWAIfEA7Qa2ZxiOiaUKUCQuiSWNjIrft//I1YEbT55Mvnnz5uHD8UsXzw8P3Z6anHg+++za4O2Ojq2bNvcfOHLu6OnLm/v6o2MSUWh8RGTsgYNHDx85NvHk8Te7ffOWHgyB4+CE1Bh8q2rbOju3trZtrK5pqKqsq6qoPHr4yOVLF168eP7p8/zU9MTrN7OPJkZBVerDhyOgxeXhw5Hx8aGhocGZ6cfTUxNzz6cmnz4cunP97sitiUf3QBz82ezT16+e3RsbGrpzfWry0fTUxMz043fvns/OTgwNDd6+NXj40N4njx/cuD5w4/oAAO/a2tZ1jsjVjqi1rth17vgVjrA1Lqg1Lqi1rmhQmeKOogIpGoC3B4b6f4I3IM1AbiAwxAC/iUwJgSEmMiUAvFEkLoLAdkdRlztA1nvgcDShUGnmy41EpgRD4ePpIhxNCH7N4XjWInJDMHRnOM0NxUQSeXAcg0TjFxRXPZqY+vT526fPX0FN6tt371+/effl67cvX7+9m/8wdPf51t7jR44PXh4crW3skig8JUp9dUPL9TvXZl8+e/R0cu7N++T0gqWrXV3hRN+QuNqG1vqm9qq6xty8oszM7Pb29itXLj2bnX739sXszJOpyUcg0PUn//7n+e//LHiDN4N3755fvXruO3cPKBSGAMdAML/N4fJpdCaZQgOMgUii4PBEEpm6br3Tz7/86gFBIFE4MoVBpbHQGAIGS9RoPcG1HAZHQ2EocAAHIrdQJPOAIMBctwcEAYEiyRQG4OvgSAg+0+hsOAIDR2BQaDzAdRKZ7uTs7u4Bp9JYgJEIRTKgmotEEovFJuQLykvL1EqVVCIC250UEhkOhcXFxLOZnJioWF9fX5lMJpPJBAIBjUbjcrlGo9FisURGRicnp0okMicnFzqdaTZb/fwCPD1NBBxepVBy2Rw8FqeQyQvy8uNj47RqjcloiIoM5/M4SYnxwUEBJcWF/n4+vj5e1eVlrY0Nwf5+ibEx3Z0bfKwWmUgYGxkxdOeWj7etrLQYzHtHhIcG+Pty2EwmgwbCY5ERYVGR4TnZmWwWQyTkJ8REd3W0279+sX+zd3VuBGhhs3kLhWLQgKbV6gMCgsC/pFarB8RXLlcSCCTABYVCsdlstXn5SKRyL2/fgMBgbx8/g6cJ6K86vadO70lnsHz9AiRSuUKp9vL2BRIsiPypNTqFUg3kWHAnBwouAB5AE4HmLRCIrFYvMJQCLgQBAUE+VktJQX5ibMyp48eiwkITY2PysjJ9bVY6lZacmFSQl+/j5d3W0go+REVEKuRSm9WcmBBXXFQQFxvd1tpcU12p1aiQKFxwcGhJSVl2dm5IULBOpczJSOezWV5mz8LcrP39O7PTU5LjYxprq9KTEzJSErs3tJXk5+zcviUs0G9b98Yr58/s7ttWlJvVs7EDLIKnJcb9vq3n3B/Hq0qLjuzfs+f33ua66h1bNxfmZKpl4qjQINDl0tna2NXeXFlSIBcLGmuriosKZqYn37559e2bXSSSQKFwUIBKIJDweCKXywdQzReIALHmC0RMFodKY4BWAyAzCUUSgNwyuVIskYETOriiA6s5i82VKzSAUkukSiaLR2dwuDwRjy8WCKVMFg98BnK4RKqUKzRKlU6u0AAJnEpjMVk8kVguFMnYHAFw0plMFp1GGx8dlZIQf3j/vuP7Dob4+VWWFAT5WrQqqUjI7e7aHBOZUF/b0NmxMT01w2w0+Xh5y6RivU6TkZ5aVVjUXF9XW1udnp0FRSOd3T2CgkIqy6sqisutRpPF0xgXFa1VKtKS4ksL8/p/760qLSzMydi5vae0IKcoN7OushQ0ludmpJw+fnjfrr5dvVtqK0oGLpw50P97clxUcV7WveFbfxw9uHdn75kTR/bt6utqb963qy8qNDApNjIlPnpTR0ttRQlYK4mLDA329T11/EhORiowrD2emv1tldtvq6FgERLgNyDfrjASBEUD4L1oaf7r5RxH5WMpPIDr4GcBeNO48kXCTWFLwVfoXCWGxAPfH0XgUFgyGkfBEelECjOdq6RxFEy+msyUAvKNJnKB7IogsIHaCoCcylXwhKqg0Jj6htY7t+9+/vx1/P7Y3l07hm9dP7R/d3tz0+GDx25cHzl7dvDoiQsnzlyqa25PSk7Pyy+OT0iprKq5/2B8/OGDwevXRu/dlai8flsNRWAYoZEpTa3dmzb1lpZVFxVXVNc0lpZVt7Z1Dg8Pf/r0YWb26cNHY5NTf3aVA6l7cUjj5cup9/Ov3r198WJu+umTBxOP7oGWrtmZJ58+vp1/YH9RiQAAIABJREFU9/LtmznQnDo2emf07u2JR/cGB88/eDA8NDQ4Mnzz3NmTE4/uHz60b9/eXQvfPgHD2oqVbktXeaxyQgHwXu2MXOOCWueOdYTgQd8ZSG3BCUwYngHB0oDsDcXRAX4jCGyAtQgCG0sVAMwGpgHw4OkiPF2EpQrcUdS1rmhHCB6GY5LZMqZQwxJp6XwViSUFMI+ni4Dz4K+Xcwco0RXD8MAy4XgWlsLTGLx7tu16/8n++cvC1wX7NzuYgrJ/s9s/f1n49Pnr3Cv7H2duHjx64cKV4Z17jpdWNtU0tm/fue/cpYsPnzyefTE3++pV7669bgjCLyuc8VRxckZeU2tnS3tXflF5dk5hYUFpc1P7nv4DM9OTL+aevXwx+2x2cnbmyX8g7qP/wrM5cMmdPn3kOxCtdnOH4PBE0IAGBkIEQjGHywfecrDvCVa6OVwhAonlcIUAhilUJhpDWO/o6uziwWLzAaK7uEIAXV65yoFKY/EFEiqNBYEiXd2gDCaXSmORyHQ3dxiRRCNTGByukMHkojEENkegVOlweDIGS3R28Vi+YjWRRFOqdHgCBQpDsdj8ZctXrV6znsvli8XSlKTk2uqa5MQknVZtNnnarGYPN/fgwKCTx/9QylXZmTllZWVsNlsmk5HJZBwOp1KplEolmUzm8QTBwaHr1jmuX++EweCUSnVkZDQYWlartSEhYeAi7e8fGBYWUVlZbbWYQkOCwHVXwOfSqGSNWtlQXwtaUaPDw0IDA3Iy0sOCAv8sx6iuFAn54WEh27b2NDc1pKUmb+hoKysttlnNFrNRJOSHhgSBshehgBcTHVlVVrq/f/fXjx/s3+x7+/coFCoQI1YoVKD4zGy2qlQam83bzy8AEF+J5M+tKrPZqtMZzGZrQECQQCjWG4zArUYkUURiqX9AkFKlAVY1vkAEnFbgEq5UaWh0plAk8fbxM5mtXJ6AQqUrVRqT2RoYFGIyW7U6g83Lx8vbV28wisRSLI4ATGrBwaEgRK7R6FAojFQqt3ga0pOTdvX1/r59W2piQnJ8XEFOto/VolTI+nq3Xbp4Pj4u5vChA81NDUZPfYC/r1wm0es0wUEBILAXEhwYHhZCp1HQGILB0xITm1haWu7l5WPyNObl5CbEROdkpGalJUeGBm1sbzl2aH98dERVWXFjbVVmSqJcxE+MiSzKzbp2+UJKfExsRGhzXXVna9Pv23o2d7bXlJfs7tvW2lCblZp0aO/uW4NXQJHq5XOn+7Z0lxbkRoYERoYEtjbUJMVGBvna4qLCD+7d3bVxw+IkqFyuhELhKBQGuM3JZCqDweJw+cCnBg7jbA6PTKGBYxWdwQLGcnBFB1o4MB8sQjhfIAJCFZPFk8pUQPYG/xNxeSK1xqBQasEhSiiS6fQmvcEsV2g0Wk9wNgeCN53BYXMEQpGMxxdTaSypTIUnUBgMlkQi87Z5FRcWDd280VJdU1mYX5qX0Vhb4mfzzExNujdy9+jhEz3dWzo7NsbHJljNFqvZQiETeVx2VmZ6YkRkkJ9vZma6QqNe7+bi4OSsUmmAayEsJNxstBTk5ZuNpqLC/KTE+KzM1L07e9ub6orzsrZ0dTRUl8dHhaUmxFSWFOzd2btze09na+P+3Tt2bO0+fmjfwT07e3u6NrQ0XDl/uq2xdvvmjUM3rp48cuD2tSt3b18/f+p4U21lWmJsTnpySX52ZUkBSIrnZ2YOXDz3+/YtdvuXz18/jY4/+umXtavWwpev8VjtiACC91pn1Ho3rCuM5IGkglbOv1qa//Q54+gYKg9D5S1apRBEFoEponJk4AHIvfhDEkPiBic7eeDhWCaZKSUzpQSaiCPS8aWeTL6awVMx+WoaR0FhycD9HI5ngYM5BEMH+O2BpuHpIhJNqDH4VlQ3jd17ZP9mf3hvbN+uHY/HR08fP3jkwN7BgWvv5788eDC1s//QoeOn6lvaW1s2ZGfnRkfHVldXX7hw4eLF8+fPnz1z5pSnLfLHpU6/rnSVKEwFJbWbenaUVdZVVtVX1W3Iya8oLKnesrVveHj4xYvn98aGbt4YGB29CU7lo6M3QZZpfn7uw4eX796+WPj64fOnd3PPp2amH4OirtmZJ+/evvj44c3nT+/s9s92++epyUcTj+7dvDEwMHAWTJNdHbgwcOX8q5fPrl+7cm3w8sK3T18WvhYXVy9Z6vjjUqelayCrnFDL1kFWOsIBeDtBCc4wIqgZd0WQAc8GzPuv+L0ItDAcE03m4ekigN9YqgDANiDWCAJ7rSt6rSsafB142fB0EUukZQjUVK6CzJYBFg7eBhYD3+sQZCck1cED64GmkRgSEk0YGZ0+fPfp/7kz9u3bN7vd/urdwsWBO3sOnPzj3JU/zl05cPTUkZNn+g8cuThwdXhsdO71q7m3r++OPxIqdH//eY0zhGLzC6mobW5s6youqy2tqC8srM7MLC4rqT96+NiD++Mf5t+/fvV8Zvrxq1fTb95Mz8w8+C80rL19++zNm9nLl09/x2JznZxdHdY5QqBwELaGQOFwBMoDAoMjUFAYgs5ggf7UVavX4gkkYDFjMLkoNB4o2QgklkSmu3vAAa4DDZtApDo6uaExBGCdJVMYcAQGBkdzuEIqjQU4N4FIdXGFoDEEGp2NJ1DAEZ5MYRBJNMDd2RyBWKLwgCBcXCErflvD5ghQaLxWqxcIRHqtrqKs/MihwxKxEI/DREaEkYmkrT1bzEYLEU9SKzUSiYRIJAYFBWm1Wnd3d2dnZ61WGxwcTCCQBAKRv38gHk+EQuFQKByNxgKBmcvlAzjE4Qhms9VisfH5Qn8/Hw6bGR8XExUZbvTU+/v55GRnqpRyvVpl0Kj37tpZnJ9XVVaaGBtj0utSEuJtVrPVYsrJzoyJjlSrFGaTp7+fj4+3zWQ0oFEIPo9TXVWRlZkeHBTg422rKC81G/Q7tm0FmveO3j4OhweKxIE9ikZjsFgcMIbBZLLVai3Y8RQKxVgs3mAw6vWeer2nVqsHUCEQigGH5gtERpNFJJb6+Qd6Gs0+vv4IJFqp0ihVGr3B6O3jx2JzJVK5zcsHgLRO76nR6hfvvXKFymyxmS02rc6gVGlYbC6Xyw8Pj7RavahUOgg6C4XigICg+Ogof2+v+uqqKxfOH9jTLxeLQgL8E2NjcnOy9u7ZHRMdKZOKy8tKPA268LCQkuLC8LAQEhEvEQsb6muDgwICA/zi42IiwkN5wj/1XV9ff5vNW6/VRYSF52RlB/l5q2Ti6vKSiJDA+OiI/OyM0EC/A3t2pcTHtDXWbe5sr60oba6rjggOaG+qv31tYMfWzTu3b2msqcxKTdq+uSs/Kx30qmYkJ5QW5MZFhhXlZuVlpoX4+wCx/OrFs3mZqY01FV0drRtam7Iy058+mfj65RNwmyORaIDfWCwejycSiWQWm8vm8FhsLpPFodGZFCod7OmxOTwA23yBiMcXAqrNF4hAhyAAdWAPBC9SVBqLyxPJ5GqlSgf0I75AYjJ76Q1mgVAKUuBqjUGp0gE6DurqFEotcJvz+GK+QMJgcil0DkhzcDg8P78AvVYXGx2zo7dv5sHD9PhYKY/RUFMcGxG0bXNXTUVleFBEcWFJVES0v29ASFBwcmKS1WIiEfF6naa9rj4tKTE1NbmorJQjEji5uXO5fG+bT3BgmNFg8tQbc7NzIsLCgwL9I8JDE+Jjk+Oimmorg3xt+VlpG1oaasqL9+3q697Qum9XX1tjbWFOxskjB8bv3jlxeP+u3i15mamAUh/o/x0c2De0NFSXFTXXVVWVFtZWlESGBPhYPA/0/75/9w6wS9bX09PZ1lyUl/3h/Ztv9oWxBxN//8dvP//q9NMyx6Wr3IDnfK0zCgjeLlAi6OZ0R5L/7E7BM2FYOgRNhWBpf4VtOIGJILJwdMH/htmLKA7HMpf85uLojiMzpeCETmZK2UItS6DhivVsoRbgN5OvBvgNOB+SyAHDGMDwjCCwGTwNi6fy9gs/dfqC/Zt95umTXb1bD/fvvH/3+vDNwbmZ2RuDd65cvnnq9IW2zk2N7e1dXd3Nza0lJWWtra0DAwPXrw8ODg5cGbhQ2dDjjmAsXwMlUAT+wXHlVc25BeUFxRUlVR2lla3F5U2FJdWbe7ZeuHDu0sWzF86fGh8fun//DhiyBMr3hw8v5+fnPn548+Xz/Pv5VzPTjx8+GAVVLc9mn47fH5mZfvzo4Rhg5DdvDDx6OHb61LHBwfOTk+OzsxPj90cejN99/mzqyuXzVy6ft9u/fFn4WlRUtWSp4z+WrP9hmdOvqz1+XuUCfOaAeYPHCUpwghI8MFQPDNUNRXZFklyRJDcUGdzPFyky+NUD2AzI9yJ4Yyj8de7Yn1Y4OcOIZLYM/AXgzA7AmyFQUzhyQMGxVAGSyAELJa4I8joEcS0MvxaKc0GScTQhAsfiiXSNzT0fP34EmP3169eFhYXPnz8vLCzY7fYPX+3X74ycu3z16s07l6/d/OPcxeOnz52+cPn2yNjIvfuPJieePpt6MjsdFpv8P/+xasUaNI0rTkzLqahpLSypLSppKCyszcwoy8+rqaqo3bN7/93hkefPZl69nH35cmpu7vHs7Ph/IfOem3v6/PmT0dGb31GodGcXNydnV1c3j1Wr165e4wCBwtEYHIlMBXudYI0biyMsX7HS3QPKYvO5PJGbO8zFFQLQFI0hgOgXHIFBILHAgwOO50gUDgJFgsM4AHIg7AlFMmBGIxCpQL2jMzhUGguJwlFpLGCII5JoGCwRBkevWeuIQuMRSKyjkxsWRyKTqTKZIiUpOTE+QSIS63WarMx0DpupUihFAmFcTLxea/CyeqvVajweT6FQCgoKTCbT0qVL8/Pzw8LC0tMzy8oqlEq1SqWBQGBEItnDA0okki0WW3h4JOC7OBwhKSlFr/d0d4cEBwUkJsR52Sz+fj6hIUF6nSYwwC8kOLC9uSnIz7coLzc2MiLAx7soLzfIzzctKVGllPt423y8bf5+Pn6+3kDednVxEvC5Aj7XYjaaTZ5KhSwhPjYiPNTH21ZeXHRz8Kr928LCl6+HDhxUqTR4PBHo8QgECrBwuVxptXrJ5UowMgZqz93dIQaD0cfHT6czkMlUlVoLOjiB5srlCYAEHhMb7+Prv4jBYonMYvXy9vGj0ZkKpdpssen0nv4BQV7evharl95gjI6JCwgM1uoMGq1eo9UbTZaQ0PCAwGC1WiuRyLhcPpjokEhkfL6QzeYG+fkmxcWCgZZAX5+SgvyN7W0ahTwpMT42JqqmujIrMz0lOdHP1xscJHb0bfc06HBY9PVrV6OjIg7s31tbUxUbE6XRm9k8sUgsxxMoCQlJWVk5pcUlfj6+Jr0mJiK0rane39tqNmg7WhrzstKz0pLbm+oToiPSk+Lrq8qb66rPnDhaWVL4x9FD2WnJ7U31G9uaWxtqU+Jj0hLjgIutJD8nLzOtq70lNMBXKuDGRYb52czZacmxESG5GSm9PV1JcdFtTfW7du5Y+Pp54evnhQW7SqVBIFAQCAwKhUMgMDgciccTWWwueBhMNo3OBH4RgOhg+pNGZwJTG5XGAPP24AOIiqnUWoDfQpEMWDI5XCEKjXd1g3K4QoOnBZBvnd6k05s8jVazxVurM+r0Jq3OCF5ulCqdSCwXCKUgl0GiskhUFohrglbd3Oyc9ta2vJTUxPDQ7vbGhsrCyFCfzJSE6vKK+qq65saWnKzcoIBgi8nc0tRcU11Jp1G8vaxH9+yNjYw4f/5sXVOjxdcbicXRaAwiniSXquJjk+pq6jPSMqMjozz1hvKykuysDJtRFxUaWFNenJWauKGlYUtXBxgpAQL2vl19h/ftPnPiSHNd1bk/jm3qaNnW3RkZEpCZkhAXGdrWWJuflZadltRQXa4Q8+OjwnIzUtKT4uIiQyuK8/u2bOrfsa00P3/Htp4/jh0Gmvfo+CMXN+yKVZAffl3383KnJb+5LF/j4eCCdoOT3eDk9W5YJwjOGYoHDZ2gAQ2CprohSMDkDCAESWKjyBwkiY2h8hZ17r+CN5klcfLA/8v/XLLaEUHnKol0MYkhYfBUNI6CwVMJ5SaexMDgqQCW/0m+6SIUiYsicUHI+E+hl8CGYJhoIlcsN+7efej57Ny9oaFrF85OPxi9e2dgbOjm1OMnI0Njt26O3Lg5fPbilQ2buru7e0ZH7x08eLC2tvbixfMXL56/eOns6zdzuw9eQBGFPy1zXu+GFUoNGTmlxWW1VbUtheXtOUUNuYU1pRX1ZeXVpaWlfb1bxseG7t698fDhyKtX058+vf706fXnz28+fXr97t3zTx/fvp9/9eH963dvX0xPTQCafunimcuXzt6+NTh49eK9saFrg5d27+q9fWvw3NmTg4Pn79y5OjEx+nji/tTko+mpx/fGht++ebE4Cbp0ufP3v6z72y8OPyxz+sfy9csdIKucEA5uGEcIHsx0rvfAOULwALZdEERnOMEZTnBBEF2RJHc0ZdEWDrrSUCTuIrdePKGjSNxfVrr8v39f5o6iEhhiNJlHYIjxdBGZLWOJtBSOnM5XkdkyCkcO+DdobnFHUV3gpNUQ7CoPjBuO7oqiwPEsOJYNRzEtXpHT09MLCwsAuRfJ99evXz8sfLl259bVWzcGbl6/MXzn7oP7Azev3xkbu//w6YPHT+6Ojz6afjQ196yqsf2HXx2XrIA5uMKM3sFZeeVZeZXZuVU5edVZmZWZGRX5OcUlReXbt/aO3h1+/erZ7OzE1NT9N2/+afPa/51h7dWr6devZ75zc4dAYQgXV3cwFgJ6UkFX+XpHZ+A5d3ZxA95aCpVOIJJBlgw40sGOCGhUBSdBIoni5OwKsJ9IoqDQeAyWKFdokCicwzpnCBRJItMFQing30KRzNsngC+QQGEoKAxFoTJlcjW4vfP4YgyW6OTs7uIKAWFxN3cYAokFZJ3O4BhNNq3OyOfyEuLi9+zu57I5YSGhNou1sb5BJpF66g02izU4MCg1OSUjLZ3NZGVnZpEIRBKBmJ6aFhYSisMR4HAk+IcyWbzAoJDgkDCRWAqSuL5+AaArJigg0M3FFUySRIQH9/VuKS3JVyklwUEBHe2tGempwUEBapUiPy+HyaDJpOKkuFgkFIKAeKQkxFOJhKy0VKVUUpibY9ColVJJRkpyenKSWi4zG/RWo2d4cJDVYjqwf6/dvvDly5fff/8d+KFQaKxQKAa0WyqVgzs5WA8DMeugoJCAgCCj0QxYOFivIlNobA4PHGnNFpuff6BO7ymWyGh0pp9/oFSm0BuMTBZHbzCGR0Th8EQgwRpNFqPJojcYLVavmNj47OxcUKwtlcptNu/w8EilUq3TGfz8AwFoKZRqoJfLFSo6g8Vl8xQyZXhQWG5mVnhgcHhg4In9B7pb26LDw6rLy2orK3q39ABNIT87q6Wh/tC+vUV5udHhYe3NTVwmIzUxobtzQ0pCvEZtYDK4QoEU2PGam5szMzPDwsIS4uIjwyNioqKZdEZ6alpcTCyLwayrqc1KTdrze++1y+e7N7QGeJv27tx24cyRzrbawpzMxprKssI8o1a1oaUxMiRQLuLHRoTmZqSGB/lXlxXnpKf09mwKDfDNzUjd3bettqIkPiqsOC8rPzujvLggNyfr86cPdvvC169fDQYDAoGAQuEwGALigcDjyAw6h85gAW8aoN0MJhsUsKjUWr5ABNKVZAoNiyMQiGQGkw38bqBzHiTyhUKxWq3lCyRsjoDF5svkagqVuXTZShdXiFpjADFxnd7TZLZabd5Wm7fB0wS+v1AkAV4E8Bkc6ml0NmhKoNJYIIppNNlS07Ky0tJNekNRTs74yEhZXs6m1ub22uot7a07tm0NDQyICgttaajftrn74N49yfFxbU2NZUX5YUGBLQ3127ZslUmUGDSRQmbicTQCgeTt7dvW1pGdnRsbGw8K8P39A4UCXklxYURIYHpyAhjwvntz4PqlMxubG/LSki+cPHbm6KFLp050tTT2b99SmptVlJvZv2NbgLcl2M9rS1dHbERIXWVpTXnx9s0bi3IzE2MiSgtyeja2t9RX15QXN1SXt9RXlpfknjp+5NPH99/s9odPpqAI/E9LV/3wy5ofl6z9dYXT6nXQ9S4oR1e0szvWDUoA/jI4lokicMhMKZEu/lMLxzKAGgpUWASBDfzJOLqAyBJTeXIaX0HlySlcGYktIbElaCL3v/99+Xf/7Qc3KIEr1LB5chZXJpbp6TwFR6yVaW08qZ4pULGEaiJDRKALUWQOeCFYDEEBfReGZGEJfAyO7R8UeeDg0XMXzv9x6tiTpw9ezD179/b12zevbt++/ejRoysDg307dh46fPTevfHbt4cuXbpy8eLFmzdvnjlz6uTJ4y9ePD9x4iIcSf3hV8cVDkgsVaQ2+pVXNVbXNJRVNReU1BaU1GbmlmXllReXN7R0bDl8/PzDe3efTT/+8G7OvvDOvvB6/u3k29cTXz7Nfv78BuyHzs/PDQ9fm5p6cP/+ncuXT9+6efXRw7HhoRsjwzeHh27cvjV48sTh06eODd25fuP6FbAHOj018WJu+sL5U9NTE0BRqqttXr7c6W8/rPz+l7U/Llv780qH5Wvdf1sHAc3za5wRDq4oRw+sC4wAwzAwJJ4HkurghnGGEd3QVCc4cT0UD7Lgi3a/xZQ8na8iMMRACMfTRWtd0f/6/fLv/sfPZLoAR2JTGEI6T0Fiimk8JVuso3IVgHwvWtuAbc0DTXOBk4D0Dg7pILqGInGrKqq/fl6w2+1vXr8Hq96fFuxf7PZ3859Hxx7evjN6ZeD60PDYyN2x0bH798cf3n8w/nTqyfDdocnZmennLzu7dy77DfKPH11Xr4OR6eLI2IzM3Irs/IqisvrMvJK07MKklMKklILi4tq+Hbvv3Lnz4uXsy5dTk5P33r6Y/vDmxfTThy+fTb+ff/38+ezc3NyzZ/83ETJwOR8bu/XdWof1jk4ubu4QNAYHGDaIpaIxOCQKg8Hi8QQSCo1lsjhoDM7F1R1c0ZEojMM6RwD2CCQaWNuwOIIHBOYBgaHQWNBbjkCiwTEcgK6zi8eK39agMQSJVEki01lsPoXK9DRaiSQaHIEBAA8sb6AzEvwQhcbD4GhAx9kcARSGgsHRaAyBL5Do9CaoB4SAwycnJpmNpm1btnrbvAg4vEgglEtlQQGBeTm5ALY99YaQoOCYqGiHNWuxaEx1ZRWVSodC4StXOWCwRBKZrlJrvbx98QQSiUyNiIzWG4w4PFEskfn5+IIp0qLC/Ijw0LDQwPS0pPCwQLVKUZCfW1lRFhcbHRIcyOOyaVRyYkJcdHhYWFBgdHiYSia1Gj1DAwMyU1Oqy8v8vb0MGnV8dFRsZERaUmJUWGhhbk5UWCgWg8rLzf786YPdbm9vb3f3gBJJFLFEplCo5HKlp6fJZvNWqTRgYQy0Xms0OkDEORyeSqUBcSYeX0ilMQRCscHTpFJrgewKdFaJVB4aFiGVKZQqjVSmUGt0EqmczeEBg5Wff6DV5q3VGcwWW0BgcEJCkkQis1hsfn4BYMraZvMOC4swma0CoZjF5oILsNFkAbUwLAZbLlVYTNa4qOi4qGg6kRgbHr65rb2uqvLqpYueWo3ZoA/09Qnw8d69o68wNycuKnJr96aEmOi2psbczIz1a1YX5eW2NjaQSXS1Ss/lCMHKeFpaWnR0tFarDQsJzc7MSk5MYjGYyYlJRQWFYSGhxYVFp48fSU+K79vS3dFcX5yXFRXqf+bEob27tmQkJ+RmpEaGBMZFhu3cvqWmvKSmvKSsMC/E36e1obYwJ/OPo4fqq8ozUxLDg/w3dbQ21lTUVpRs6mjp3dKdm5nGYTOH7twC71JSqdTBwWH9eic4HIlEYPE4MgFPodGZgGqDyzm4lkukcuAtAEScwWSDXCWTxVmcIAP7YyKRRC5XqtVaUL0ilihEYjkGS/x16W8rflvj7gGXyZVKlUan9wSyBYjdmy02uUIFXuw4XL5ao9No9Rwun83hAfMalycCShYKjRdLFCGhkbmZWSEBgTaTuaWu7sKpU7euXKoqKvDWa9OSEq1Gz+jwsK3dm2orK/Kzs8qLi7Z2b+rd0h0eHCTicfft2evj5e/s5EEk0Ah4Oo3GMJutubn5cXEJ0dGxsbHxOTl5vr7+cpkkOysjNycrOT6mqa66taGmua7q1sD5w/07y/KyGyvLBs6e2tTaVJqbVZqblR4f09Fcv6mjpbKkoKq0cHNnW2NNRf+ObaDzvKW+Oik2sjAno2djO1goOXXsUEVxblJ8RICPzf7t6ze7/cHjyfXO0B9/XfnjkrU/Lln7y7L1K1a7rV4HXesId3RFu8OIwHMOxzLhWCaOIsBRBMCXDogdKNEE4P1nsJjGJzBFFK4MgDeZIwXgjaMIHFzQ/8//+OXf/7ECR+KKpDoOX8EVKDliLVukEcg92SINS6hmizSg1AVL42OoPBSZAy7zALnd0RQPGB2GZKBwLI3eq6a+5djxkwODV0bHhuz2hYWvnz9/+nDlypX9+/fv3NW/Z+/+M2fP37p1Z3T03vXrNwcGBh4+fHjr1o0jRw5dvXrl0aNnGBzrX/+24oelLg5uOJ5Un5qRX1xSAZC7uLwhK688Pbskv7imqq69q2fnqT+O3R25Pfn04fPnTz59evnly8v599Pz76fn5+fAisazZ49nZh6BUawHD4ZHhm8+ffJg8unD16+evXn9/PmzyYEr5w8f2guca4NXL756Ofvl8/zg1Ys9mztPnjgMwLuhvnXVKrcffln7jyUO3y9Z9f3SlcvWuK1w8FjtBAeDrc5Q/J9CBoKCJnKhaDog5a4oijOC5AgjrPfAuSLI4EqBILDB5ZzAEFM4cgJDDH6PcDShK4L80wqnf/n3X5evcibR+DyRmsySUDkyplDDFGo4Ej1HomcI1IvWdDie5YGmge/siiA7QQnghu8MI0L1LxIgAAAgAElEQVSxDBxNaLX4HDv6h/3bn+veX+32L3b752/2+fdfRu6OX78xdOny4PDIveGR0ZG7Y/fuPxgaGb43fn9kdHhi8unc63ebt/X//QeHH35y+XWFMwxFM9lCs/Iq84vrsvLKcwursgvKMrLK0zJKsnLL6hta9+zdf/Pm9dlnT9+/fzH5+N7zmYlXc5PAGPh08tGLl7PPnv/TUrZ/htyzsxMvXkx+/Piqv3/7dwgk2tnFDZzK4QgUGoNjsblgT4xIopDI1MVgKxSG8IDA3NwhoNHFxdUdrI25uLq7uLq7e0BBDSpAcfAe4O4BZTC5ODzZ1Q263tEVjSGsdXBaucoBicLBERgsjgSSYHAEBk+g0Ohsnd7k6gZ1c4etXrMeXNQFQimPL4ZAkU7O7mQKw9UNuuK3NcDBLhBKg0Mi4mPjIsLCE+MT2lvbsjOzoiOjpGIJlUwpLixqamiUSaTJiUnhoWGB/gGlxSV7dvdHhIVbzZbebds5HB4EAlu2fJUHBEEi08FhMzIqBgSgQ0LD+QKRXKFSylXeNq+wkFCrxSSViOQykdmk39zdSadRsjLTGxvq5DJJSHBgSnJifFxMTXWlmM/z9/YKCwpMjI2JCAnOTk+LDA3xtVklAr7ZoI8MDRFyOQwKWatU5GZmeGo1KqW8pLjw44d5u92+adMm8PYglsgEAhGYDjObrUCSl0hkwJ5mNlvVai2XywcF16BwGySRuDwBOOHyBSKtzgDqVsQSmUqtZbG5ao3Ozz9QrlC5uUN4fCGeQAILreC/XaszeBrNoDrb09MUFhYBVH86nYnDEWxePkaTBYS/gbKu1uhweCKRSOayed42n/jomM629pqysq1dXVu7ukZu36qvrtq0oUMlk5YWFgxcvFBSkJ+bmVFTUZ6Xlbmzd/sfx44+un8vMjSku3PDoX178TgylyN0dnLXaHTe3r42my0+Pj4/Pz8kKLiooDAzPUOv1aUkJRfmF+Tn5hXk5SdGR/tYjDHhIf07tm1sa0qMCTt9/GBpQVZZYV5LfU1DdcW27o2bO9tDA3yrSotqykvqq8qbaqs2tDRu39wVHRbcUF0BwNvLpLcYNPVVZeXFBcX5ORKxcHrq6Yf37759+6ZSqdzd3d3dIVAo3N0NhkLicFgSiUyl0ZngSA4eIHVzeQIqjQGCl4tZMjaHx+XyORweeECjKiifB340rc7IF0jgCMzqNeuXr1j973/7ASTCge0AILdMrgTXIHCBp9IYEqlcpdayOTw6gwUy33yBhEJlunvAXVwhNDrbZPaKDI/avLGrd8vWsydO3BsaenR3eN+O3rS4GJNed2BP/8G9e7LSUlsa6nds29rZ1nru1B+TEw/6tm5JTUx4/GgiOTHtpx+XIhE4LIbC5wsVClV4eGRGRlZaWkZERFR+fmFYWERERESAv29RYX5+dkZKQmx0WFCAt6W8KO/hyJ3a0qKejtbB82eSoyM6m+p3bune3N5y/NC+qtLC1oaaDS0NDdXlPRvbD+3d9fu2zUf29xfnZVWWFJTkZ2enJWWnJfnZTLv7tlaXFeTnpHpbjHb7wpu384+nZl09UP/4ZcXPS9f9uGTtT786LFnuuPQ35+WrXB2cEG5QghucDEXTYRiGO4KCxLNxFIEbnOzgggb110AKdUdR4XgWcDxhqDw8Q0jmSClc2SLtJrElwEn+49L13333t2UrXRhsCU+oYnFlXImOI9YKFUahwiiQe/JlBgZfyRSoSGwJgSnC0vhIEhuAN8g0u8JoMCQDT+bTWWKzLWB7787ZZ3MfPn20f/v68cO83b5w9+7dXbt27dq959LlgeGR0StXrt6//2Bs7P7Y2Njr169nZqauXx8cHR2Znn5FpHC/+9efvl/itGSVO5kpDYtMqq5pzMgpzSmoLC5vyCmoTM0syswtyyuqLq1s2tDRtqd/17mzf9wbG3r//sXHjy/evJn8/PnFu3fPJyZGZ2YePX489vbtMwDek5PjwLz29s3c50/v3s+/+vTx7eTTh9cGL12+dPbqwIVrg5fujQ29fvVs4Mr5gvys3bt67faFhQV7dVXDb7+5/PTrup+WOf79l5X/9vOyn5avX7LSeYWDBxhsdYUTweMMIaAIHASOtc4d6+CGcUaQXJBkJzhxvQcOrIHBcMzFxjSgaoPbOEh7o8m8de7Yf/tp1Xff/ZuzO5rOltC4cjpPQeMp6XwVX27kSPQskZbGU5JYUiBhgN9rOJ7lhqQ4QvDr3LFAifdA0zAUPgpNSExKn555AazmgHx//Low//7LnaGxy1euX7o8OHbv4fDI6PDI6Ni98bF746P3xh5OPLg/Mf7izdv+A8d+Xe76t3+s+2mJo4MTksaSJaTkF5TUJ6Xl5xRU5hZWJaQUJCTlJSTnpGfkVlbV9ff33707PP/+9YcPc3Nzjxefly+fzj57PPvPu9D/f5j3u3fPP3x42du76Ts6gwWBwqEwBByBgsGRbu4QDBYPpkoAkBBJFIDiRBKFxeYiUZiVq9YQiGQEEs1ic8FPgV42DwgMYDkMjvSAwChUOolM1RvMgHz/8OMSUK265NcV6x1d3dxhFCpTodSCnIxILIcjMBqtp1yhAalxGp3NYHIxWCKRRHNzh0GgSBqd7bDOedXqdUBHpzM4vn5BmzZ2FeYXhIeGpaWkZmdm+fn4mjyNFBLZ39fPU2+oKCvPSEsPCwnd0N4RERYuEYlVCmVaSmpIUDAGg3Nz80Agsf9xsadrtHoeX+hpNAOFmMFkG00W0CXu7e0bERFBp1NVKkVpaXFtXaXFbBTwuVWV5ZkZaXqdZkff9uqqiojwUC+zKcjPVyYS1lSUx0ZGbNvcrVUqDBr1htYWEY9LJRJCAwOUUolBowa96EwGbUNHG3if7e/vB1EiuUIF6BpYCAWXc1BjDsg3aM82mSwsFodAIMnlSiaLY7V5K1Ua4JkC9+1Fh5RCqfY0mr28fcPCIz2NZpFYCrZZaXQmyDhptHqL1ctoslitXmazVa/3NBiMoaHh4eGRGo1OJJJYrF4AVIB2DlJkrm4eBAIJFK3rtbqDe/edPHqks621srj4yIH9dVWV5cVFXmZTSIB/fHTUxva2MydPNNfX7du969TxY9HhYZmpKaGBAX1btzTV1XI5Qr3ORCbRRSIJny80m81RUVFhYWFREZExUdGx0TFhIaGx0TH+vn6J8QlVFZUlBfkBPt6ZqSkXz55qbarNzkguLsi+c/NKakJsZUnh/Ku5LV0bSvJzaspLIkMC05Pijx/a39ZYd+rY4UAf24aWxi1dG2IjQo1aVXNdlZ/NlBQbWV1eYjXqoyLDF1fF9Ho9DofDYvEwGGL9OhcoBIlC4kA/P+j5ByFvkAGTSOWgCAGLI+D/UsTGZnNJJAqNxhCJJEKhmEqlM5lspVKtUGqNJpveYBaKZDg8GbhDflmy/OdffsUTSIBbg8C92WJTKNVKlQYAOZcnEImlCqUavDoIRTJgO6dQmVAYyt0DTqYw5AqN0WAauHx1545d+/v37Ny2bXdvb1lBQWVhvo/VkpuZUVdV2f/7jn27d/V0bRy+dfPowQOZqUnx0VHtzU3HjhxNSUqHQlBEAg0Bx4OyAX//wNTU9KSklICAoPT0zKysnMjIyJiYmLCwsMSEuIaayvzsjPzsjI1tTUf29/dt2VRZUnDh9Ilzfxzb0NJw7fL5W4OXt3V3djTXN9ZUVBTnd7U379ja3b2h9UD/7/lZaf07th3etzs6LMjqqW2qrQQd6X1bNoYF+2SmJtntC9/s9vuPnji6wFY6uPyybP2PS9b+8Muan351+Hnpul+WrV+51sPRFe3kgYegaBAUzRVGQuBYRLoYgWM5uKCdoARQ1QnOp/9flQrlz8s5wGwiSww+U9lyMlPqCiP92/fLv/tv/1jt4E5jivgiNVOgYos0QoVRoraIVWa+zMARa7kSHV2gpHBleIYQVIktgrcbnO6BpOMoAiSWQaRw84sqbw/fm5x69unj+/l3b97Pv71///6RI0d27d5z4uSpgavXxscfTk/Pzsw8m5qampqaundvdGRkaHZ2evzBE5tP8M/LnX5Z6bZkJcQVRpIrLUVFVRk5pamZRdn5FfnFNRk5pcnpBWlZxTkFlR0dndu39x08eHBg4PL0zJOPn96+m5+be/lkYWEe+NdA0Ghu7un4+NDjx2NPnzyYnXky/+7lu7cvnj55ANLJjyfu7/x927mzJ8Ee6MsXM7dvDRYV5ly8cNpuX/jyZaGivHb5cicA3t8vWfW3JSv+/svq75es+Wn5+uVr3QF+O0PxThAcAG8UgeMIwa9yQjh4YJ3gRMC8/xoHB7I3yHmDzhYA3kSmBI5nLVvr8S///Yd/+e8/rHWEMvhKllBNYknB5ZzOV4GHxlMusnbQmeOKIAPTuzOMCDZLPNA0CJwgV5l27Tn84vX7T/+RGfvy9dvbd59u3xk9f2Fg4OqNx0+mx+6N3x29d3/84aOJJ/cfjD+ZfHzv0f2ZuRcDN+7I1dZ//37VT0scl/3m7g6l2Hwjcwqqk9OLElLy07NLktKKktIKE1PzEpKzMjLzamobd+7qP3/+/JPJsRevnr7/ODf7/MHcy4m3b6empsbm5v7TETKwQPr06f0LF05+h8Hi4QgUELZhcKS7BxQChbu4uoNpLxQaCxZK0Bgcg8nmcPksNhecdt09oGgMDgx+4wmkVavXQqBwHl8IZD8oDMFgsmVypUAoJVMYYokC1KnS6Ox1612WLluJROFUar3F6qNS64HhnMHkOqxzptHZQPMmUxggJAZi365uUBye7OIKcff4X5y9dXDUh9r2z+k57TltcUkgrrtZd3d3t2w2m2Tj7u7uCUmAQHAKxa1Ai7RFWqBAKU5xixAkWEuhxfL+cffJnN/7xzPz/mZ2OiUzgRmW7PW97/u6Phc+AoUDfqpcoXG7ooV8AZfNgbax7s4ulzNKJpFmpKVnpmekp6bFRLvTU9NKi0tSk1PSUlLLSkq3bNrsdkXLZAo0Ggs7gKDgcIlUnpySBpBLgVAc5XLn5RcmJadKJUoMBqdQqGJi4lgsllQqdrtdsbHuxARPdlZGz/yuvNxsuUzS0twIlnK3M7IwNyfSaomLdrU01DfV1UZaLfEx7rSkxMzUlMrSktrKCiaVEuuK6unsSE1MUMilu77aMT7+/s2bN+vXr4dyNsn/FEFCdTTMbVBaBYa1yMio1NT05ORUpVItFkvt9kixRAZMU9iZU2kMjVYfn5AEbmed3uiJT0xKTk1JTY92xyYmpWCweDidUmkMIoliMlvz8gsbm1oSE5OtVntsrAd4qJGRUZA1j3K54TcHWiqs5eHETqMxFAqVUqnMyshMjvfERDkzUpLrq6tWLh3YvP7LrLTUlIT4ZYv7F/X25GZm9Pf19nR2rBhYsrBnfl9313f79u7avi0rLVWl1CnkGqVCC4XipaWlVVVVeXl5KUnJCZ74xvqG/oWLWpqaoyKdRr0hOzMrIyXVpNNWlZVWlBSXFua1NNasXNZ/YO+u1oba8qL8dauWlxfll+Tn1JSXLO6b31hTWV9VfuLHw1+uXpEYG7162ZLSgty1K5f1dbX393bFuRz9vV17d++sLC0qLip4/uzJ+Pj79+/fG41GEokE/sHwMBQahUej8Dg8kUSm0hksNoc3QWWBYDdcIsgUGoVKZzDZIN58vpBCodFoDIlEplSqRSKJUChWq7Ums91qc4I9De7fQpEMT6BMmvSRj6+/WqNLTEoBO6EjMspossjkSnhykitUAKiHdT04z6GdjMcXAz5BKlNp1IacrFyLyVpWUl5SUNjb0bFqYGDVwEBxfl5pYUFXW2t+dlZ3e9umL9etW72qp7Nj5dLFh749cPfmjZXLV2Sm50glqggkDoel0ulMrVafkZGVlJSSmpqem5tfUVHV0tJWUVldWVnpcDjMZnNBfm5malJpYV5pYR54yBfO79i5ZcPRQ9+uXrZ49/bN89ubO1saEmKiGmsq+nu7Gmsqdm3bdOXCmYGFPUsWzP9ixUBtRcnKgUV7d22vKM53R1oPf7t39/aNmWnx61avAPG+fO0mEk0KCEXNmRc2MXzDf718wv2DscFICorAQRO5EXg2gSZiC7U0jiIYSfEPJwajqBO3T1ALAkNMYktg+GYIVRMvpkjNEekYPBWVLQ+LoPzrP7MmffR5SDheqbHKtHYYvmVau1znkGpsUo1NrLIIVWae3MAUqSlcGQBJYHOOJokQWDaWLMSS+SSa0Bmd1NTa29Wz+PCh769fuzJ4787IyMjt27d/+PHY3n0HTp46ffbs+QsXLl27duPmzZuAYxsbe/T69R8/nTjd0NzhH4b/6DPvaV4ILz80lS7Jyalo6VhYWtlUUFJb29jV1NZXXt1SUtFYVddeU9+yYPHSgRUru/t6V65ddenaxRevng2O3n3//o9Xr56+evUU4Fw3b146evS7q1fPnTt76vatq3+8fPbi+eNbN6/cuH55eOg2RL0H793cv2/32TMn3797ff3apbVfrDh18ihU3S9buhqBIHv7Iqd7hUye5Tt9XsDnM/0+n+k3ZXbAzHmh84LQcPMOw9CQOBaJIaGwZOE45rxg7LxQXBCaCjdvEFTI18H+nMSSssU6MlsGnDW4gkNp91y/8EmTPv3Hx1NxVL5UYxMqLTB8cyR6nswoUJiFSgv8EsxuE21jcPCG/Xk4jkmki1lCdXJ6wY49Bx6OvXj3fvzt+3cfPnz47fc/f71y89jxn8+eu/To8bN7g8O3bt+9c3fw1u3Bm7fuDI0M3hm+O/xgdOTRk5VfbJnlHfL51MBpM4MDgokSua2sqq2+uTctqzS3sKairquipr20sqWorL60or6hsa23b/Gy5av7Fvfs2b/r4djQi5cPHz6+/ejR7dEH1397/v9n8n78eAgsC5NQaCyVxmCxuT6+/mHhSDQGh8URgoJDUWisf0BQaBgCdulQzk2lMaA2FIsjAEUVhycSSRTQbxQa6+cfGBQcyheI+AIRVJuwOQKoGwExJpHpPL44AoWb4+WDJ1DgjA1TuFSmEonlsGNHYwh8gUSu0EAQXK7QMJhcCIhD8IxGZ2NxJAqVqZQrkOGIWHeM0xGpVqqiIp1tLa1yqcyg0yvliphot1KuqK6sMhtNZqOpd37Pnl27uzu7khISExKStFo9Co0H1AyVxpjn46fVGYBtKZUpEpNSHJFRKrWeRmer1Ho4RuqNBhKFXFhckJaaHBfrzs/Lqa6qKMjP5fM4zkh7elpKaGCA02ZNiI1JjItdvmSxzWTMz86KiXLmZmZE2W2piQnd7W0edzSFgG+ur1vYM7+zo+3smdMw6m3cuJEvENkdTg6XTySSoUuKxxPweAImk81gsKBaSiSSGI1muz0SFuYqlUYslsIHulqjszucZosNHqFYbC7st9UanVqjs9kjI50uo8niiIwyGM3gJ7faHOBvMJmtWdm5ZrMVGOY2m8PhcNpsDjqdqdHoolxuZ1R0lMsdn5DkiU+Eg3pMrEenN7qiY9QaHYvFSkxMjHY55TJJZ2tLdXlZTJSzt6tz7aqV6clJ4ANoqqtNT07avWN7lN1WV1V57MjhR/dHtmxYX1la0tbaZTLaBHwJoN1VKpVUKvV4PGkpqSlJyRVl5aXFJVACa9Qb0lPT8nJyG+sbYqLdMW7XVzu3t7U2dnW2LlzQffLokeqy4vys9K7WprREj04pqyotqi4r3r5p/ZrlAy31NQMLe8uL8tcsHyjKzdq0bk1/b1dqQmyUzXTl4rntmzd8tXM7XCXHx8etViuLxRIIRGQyNSQYgYrAoVF4eLqFHwoYryVSOUTCoMyewWQzmGwWmysQiqUyBUT+SCQKhUITCEQwf4tEEkCvAKrFZLbD8VsglHrP9fnnvz4JDUOA5VCrM8gVKoC9TBxBQMXhiQGc5xO0c3jJFRouRxjpiFbINTaLvbO9q7q8oqutfd+uXc31dZWlJTUV5e3NTe3NTXVVlUsWLijOz1u7avnt69cunTu7ft2XLU3tGem5OCyZSuFgsXgWi2M2Wy0WW2Jicm5uflZWTnV1bVNza1Z2bpwnwWazpaampqelpKUm69WKhDjXQH/v7p1bervbvtu/Z/jezaryoqb6qrrKUnektSA7vbmuavOXa374fv+hA9+A57y5rqqno6WtsXbV0v7eztZ4t7OtsfbS2ZMbv1y5e8fW8fH3r17/Nfb8d4lch8CQfAPRc+aFzZgTBK/pswNnegV7+yICwogILDMCz4bLN4OnYvBUoSjaRFUGksCGT3PwLhGYIjJHSuXJaXwFja8AFWeK1Ey+mslXU1gyEk0YGIqfNOnTTz6dyeLK9LZYnTUGBFuuc6iMURpztERtBfFmS7Q0vmLi8o2l8bEUCZLAjSDy8FQxkS7mCrXWyMSMrPKFC3ovXTw/PHRvbGzs8ePHJ0+d3rFz1/cHDx879tOJE6fOnDl38eLFy5cv378//OrVy0ePHty4dXP/94f1NvfHU3xmzI3w9sdhcFyHPbG1c1FlbVtWXnlpZVNz+4Lq+o6SisbSyqaG1u6eRct6Fg3kFpU63O6ymqpDx448++PF69fPQLlHRm5duHDq5Mkju3dvuXz5lyu/nh8avPXy96ePH43cuH75/Lmfr129eO3qxdM/H79w/vSPP3x/8sSPY4/v3x+5++MP37/8/Sn8aGzZvJPJlAaHk2Z4h34+02eGT+A0r6CpcwKnzgmc7h08xw/hF4oLjiCHYWgReDZ41jAUvm8ofk4gyjecEIiigBd9Qr9hf05giFkiLVjPwLAGm3MCQ4zC0afN8ps06dNpXkEcsVZhiIKoGNBSxWqbWG0TKMyQKIPv+r/aQsOwDCSBjSTxsFQRS6yprG379drtD+Pj4+Pj79+//f3lXzdvDf504pczZy+OPXkxNHz/3uDwvcHhW7eH7t4bGhoZHnl0/87w3YfPnl2+fhtP5vzr33M/new/zw9HIItSM8qb2/uz8qpSMoor67vLatsLK5oKSxuKyxuq69pbOxb29CzNLMp3uJ3dC3uG7t/5681vz5/ffzp29/nT/2fy2m+/PXryZOTNm9+uXDk7CXbdAqEYYKgwfweHhCEj0HPn+foHBMFsDR9VUA/KF4gIRDJsCFFoLFy7IVQGjaIQhAWnOpnCIFMYNDobCktodLZQJItA4Xx8A728fVlsvkSqhKYTMoUBs7hKrTdbHGaLQ67QYLBEHJ7M4QopVCadwWGx+RQqk8MVsjkCNkdApbE4LLZcKhPyBanJKW5XtFgoSvDEFxUUkgjEtJTUWHeMkC+gkMiF+QU2izUuJjYxPoHH4dqttsjIqOTkVACvhoWjUGisUCQBW1BWdi4QQ9UandkSKVdopDJVlMtNZ7DwRIJULiOSST7zvKOcjtycrPy8nO3btijk0nhPrMNulYmEeVmZDou5ub6uvbkpJyO9oaY6MS5WJhLGRDljXVFmvS7WFZWenNRYW9NcX2ezmpcvG3j+7Mn4+PiGDRu4PEGk0+WIjKJQaHy+UCqVw9GUxxOwWByBQOR0unQ6g8Ph1Gr1YrHUYrGB3FptDqVKIxRJ+AKRSCzV6Y0arZ5IohhNFohxi8RSo8kCX7fZI4GHqtMbHZFRTBYHg8VLpHJPfGJMTBxA3Fwud0lJWXl5JWxKMzKzbfZIuHZHudyAXTNbbDqT2WaPtNocBoNBp9OlJCdGOR1ZmektDfXlxUV5WZkrlw7UVVXGuqJaGxsqS0usRkNhbk5zfd2C+d0lBfn11VU2k7GjpbmivKa4qFwokLJYHC6XbzAYHA5HQUEBHERqqqqLCgqLC4sy0zOio1zpqWnJiSlsJstqtnjiYjhsptGgaW1p6Ops/eH7Azu3bHRaTauWLk72xORnpW/4YlVtRemhA3u3rF/bVFu1Z8fWlPjYguyMmvKSlvqaxpqKjub6+e3NRw9/v33zhrhY97Wrv8KzlMPh4PP5EomMTKYGB4WjUXgclhSBwkzoN5XGmJi/eXwhvOBaBF+HDQqfLwT9ZjBYsEdhs7kSqXIium002bQ6k05vVii1LDZ35qw5k6dMY7I4UOymUmstVjvE8YGdF+l0RTpdeoPJYrXD9yqUWqlMJZEqIRSuUuuVKr1GbYh2xcW645obWxb19vV1zy/Ky29pqK8sLelsbWmsrclOT8vPzmqsrWlvbmqqq+7t6myqq+3pnt/TvaC6qsFosCHCcVgsnkAgSaXy2FhPdnZuVlZObm5+fX1jRk5+bl6BKzpGoVBkZ2dbzEYuh6VUyJQyoVzCz0hNWLZkwfYt629eu1RTWVJRWrBu1bKq0sJd2zb193bt3r75h+/3f7FioLQgZ1l/X0p8zKql/auXLQbCWl9XW19X29lTR/sXdFaVFb/56/Vfb96NPBxDYSkhSFwIguQTgJrpFTwh3jPmBM3yDpkXiAkMJwUjKWAyp7LlbKEWReD4hOB8QnABCBJ8doNUYKkCaLiicGVUnhwknC5QgngzeCoiXUxlSggU/rSZvv/41xRvn1CeVK8xR6uMUQp9pEIfqTa5DPY4uc7BVxhBvOHyDfqNZwgxNBGGIkSTBTiKCEcRkWlSnTE2v6hxyeJFI8ODjx6OXrp06dChQ3v3Hfhm7/79B77bv//bH344euTIj8eOHTt9+vSVK5eHhu7dvn3zyrWrP/18pq1nydwg3CdT/KfNCQ8KIfG42pyCyrqm7uLyhtzCqqq6drCtlVU1V9S0llY2VTe0lVXXG6wOAo2Wmp358/mzN29e+uOPJ2/f/r5v384LF06dP3/y7NmfHjy4e+f2NTCT37p55fKls8eOHjp75uTtW1dv37p67uyp69cu/Xr5HABetm3dsH/fbvjRWLd2E50uRqDpcwPQU+f4T/X2mxDvqXMCZ8wNmeOH8A3BBiH/DuKTGBIyWxYUQZnlj/QOxvgjSRNZMnhfYPjG0YRQT0JkSuAEDlUlRKaEQOGGRRqi8rAAACAASURBVJD+/fnsSf+c4heK40j0E1Fvsdom1TpghQ7ONfC+QWwM9Bu4MUgCOxDDCSXwqFyFLTpx87Zdr/98Mz4+/uH92z//+jA88ujkqbOnfj774OGTe4PDg0Mj9waHB4cejNx/NHx/ZOTR8O2hW3dGhp69fJ1TWPqfzwM+mxIwcw4iOIyi1kWXVrZW13enZpYWVDYVV7WUVLcWlzcVlNQXlTRU1XQ0tSxo6JrPEElIDMaCxf2jD4b+ePnsxdPRp4/+n9fmEPJ+9erp2bM/TUIgUYFBITAo4wmksHAknkCCtXloGCIsHAkzN55AIhDJwSFhZAqNzmAhkCguTwDKTaUxsDgCMgJNZ7ACAoMDg0IwWDyJTPUPCCIQyXqDhUSmY3EkApEKYW42R0ChMokk2oyZXjNnefP4YhyezGLzjSYbiUyXydViiQK6ESlUJpsjEEsUcoWGRKYLRTKQcwiXw0TOZrJkEqmQL8jJyv5mz9c1VdU8DjcjLb2kqLiirDwm2i0RifVanclglEtlPA5XrVQVFxY11jcoFKqEhCS9wRKOQCMjsGKJjEAkg+BFoDBgGI5yubU6s0Sqgg/WCBTGFR2TV5BPopD9/XxYTHpqSlJuTlZLcyMSEZaUGB/tci7q7dm5dYtEwE/yxHnc0Qt75qckxEM2LD87KzneY9Rq6qurvt+/z+WwJ8TGJCXGw9p8fHx88+bNNDqTxxdarHYulw/cGJFIIhJJOBwenc6EjDuE1LlcvlQqN5ksQqFYpdJYbQ6hSALzN+xypTIFhUoHkppAKGYw2QmJyTAryxUqqP40W2yRThfEzKA3PTIySqlUOxxOALJ6PAnZ2bnx8Ykms1UqU7iiY9IzsixWu8lsjfMkOKOilVqdTKV2REYVFhfZ7faYmGi7zVJSXPjVtq2jQ4NVZaUWg37VsqWrly9bs2J5amJCSkJ8fIw7PzsrMzVFp1KWFRWuWbF868YN7mjPqpVrjQYrm83VaHRWqzU6OjouLo5OpVlM5ki7IykhsaykNCsjMzE+oaSo2GQwO2yRzY1N7a1tIiGfQiZWlBc3NdZuXLt64fxOqYC7rH9Bc1310O0by/oXpMTHzm9vWbV08f49X2UkJ1QUFxTnZQ8s7M3LTCvKzfzlxNGD+78uKchtrq/p6mx/9cfv8HZoNBoMBsNgsKhUOhqFJ+ApqAgc/JtHY3Dg82Aw2eBQ4wtEQpFEIBRDnHJiKIeTh0gk4XL5NBqDQqFRqXQmky0Uyaw2p8FohYdand5sMtt1ejODyUZGoD+fPHXa9JlUGgO63aJc7mh3bLQ71h0TBzgdQNharHaD0WowWnV6s0qth+W5RKqUylQGo80R6XZFxcZ7khf2LRp79OTAN3vdzqj05KSBRQs7WpqrykpTEuIdFnN6clJ+dlZGSqLVaOjp7Ni8cdP6dZtaW7rq61pQEUQEIoJKpfP5QqPRDJ3lwC9Kz87LzC1ISEyO8ySkp6crlcr8vJwFfT2FeZloZIhUxE1Pie9qbzp5/Igr0mLQKtavWbFx7aqXzx4X5WZWFOfv3LJh7cqlG75YWVaYW5yXVVlSUFdZWpyX1VhT8WDozr7dOwYWdvd0NX+xctn4+Pt378ev377nF4ggUNkRWIZ/MHaWd8iEeMPwPXNumLc/yicIG4qiReDZZKaULzWSGBKoqvQNxQejqHABBTcTiDeZIwX+GpUnB/FmC7VkppTMlDI4cgKFHxSK/Xyq96RJn/oEYzhirdrkUptcYpVFrLKoTS6J2jphVmeK1HSBcsJ5jqYKkSReOJaLJonwVCmeKhWILY6ojG1bN394//bD+7fnzp3bsGHD19/sO3b8xO4932zatOXrr/du27Zj586du3fv3rZty8GD312+fHH04f17I/d/vTWkNLo/nxkyZWb4PB8sHscz2WIaW3sbWnqy8srzi2vg4F3b2FXZ0FVU2Vzd1NW/Ym1lYwuWSkcQ8PkVpZs2rbl379qLFw+rqopOnfrhxo2LT5/ef/Xq6ZlfTty+dfX+yN0rv56/cP70vr27Dn6/79LFMz+fOnbt6sWHD4bev3v9+29PLpw/vfebr369fG58/P1ff72d370QgSCHo2hBCPIsn5DJc3wmz/KH1+cz/SbP8p/mFTTHDzEvCA3lrUS6mCFQh+OYswMiYPj+7yw4vCkTx2/Qb8CuwfUaTxeRaHwEmjLLO2jSR5MnfTwNgWdJtQ64dotUVonGPiHeADxnCNTAbAEIKzjPw3HMUKIwGMdhiHQUtjS/qPze4PD4+Pvx8bfv3o8/evz859Pnj//089Dwg9t37t0bHL57b2ho+OHwyMM79+7eHblzd+TOtTs33o6P79n//Zy5mBmzkVOmB8PwnZxW2tW7IiuvKiohMzWvvLiytbS6vaCkIa+orqyitaGpb/7S1TEp2d6BISyecNOmTfdH7r14+vDpw//ntfmzZ6MvX46NjQ3fu3dtEovNnQhze8/18Q8IotGZ3nN9QL+REejgkDDIgmOweDiK4/BEDpePQKJCQsMBL0VnsPAEClCXKVSmr19QcAgChydTaSyrzUkgUlVqPYcrREZgOVwhjc6G3HZIKHL6jDlh4SilSqdQaqHPGEoS4f6nN1igtgFMPbDfhjkejSEIhFK1xmCxRvL4YpPZnpCQVFFRJZNI1UqVRCTmc3me2DiFTE6jUI16Q1ZGZqw7xhMbZzIYHTY7h8VOT037Zs/X0VGuaVOm4rE4DJZIpjCi3R7YTPKFAqlcptZqnE6XyWSRy5VWqz0oKMTpdOXm5oeHIwlEMpR/ZGZmZmZmIhFhdbXVnR1tnriYutrq4qIChVyq12n4PA6FTHRHR3HYzOysDCIBh4pANDbUze/udEdHJcTHFRXmf/ft3wGMLVu2qNRaLk+g0xsxGByVSudy+dA+DpImlcph/pbLlXq9USqVCwQi6EkDN5lOb4SiT0CfuqJjhCIJCIxao4uNi3dFx2h1hol9rDsmDqpHJFI5g8kODUMoVZqk5NTEpJSU1PTqmrrUtIyYWE+cJ0EokpSWVUCcLD0jC9zpFqsd0mg6vTHOk5CekQWVZVXVtT2dXZ2tbRkpqcnxCS5HZGpiUkNNrVQoKsjJri4vW9gzv7G2pqaiPD87y+OOTvLE7diy9cypn41aHYVEFfCESoXWGelua+3KyMhIS0uDmpm8vLzS0tK0tLT4+Hin06nX6zs6OvLy8vh8vlgsTk1NtVqtG9auTkuKd1iMe3fv3Lrxy9rKMoCqlhXm2Yw6T7QTwGppiZ72pno2jZyRHH9w/9fLFy/IzUxbMdDf29M9Id4ul5vJZLNYHBaLg8HgUCgMCoWBwAUYPNEYHIFIZjDZQBGGgXti/ga3uUSqFInlYokCMMAsNh8wgnKFBlpGVGr9xOStN1i0OgONzvTzD/znvz7x8w8EQD2YDT3xiZFOF9TJ6PRGi9Ue6XRBVhBaYuFBQalUq1Qarc5kMFrFEoXL5V6/fuPRH35MTU7paGv3uKNzMtLrq6vysjIjrZbK0pLWxoZFvT29XZ2FuTnV5WWxrqiBRQvv3Li+ef2XyNAQ34BQKoNLprGNJps7Jj4jI8vjSYiOjnE5o9JT0wryCmPdccmJaSaDNTsjv29+v9vtwmLRTBZVo5YX5Gf9cOiAUsYvL8k9/dOPPR0ta1cuXb1scXNdVUdzfUZyfFJcdHNdVVZqYlNtZUl+tkWv3vzlmv17drY31XU3N6xdtmT9F2vevXn7YXz83MWraBILiacjcIyAcIJ3QMQcP8Qsn7CpcwInz/KfmPlm+4YHhBOQeCaWwiOzJAy+MiSC6uUXAUN5MJKCJnIxJB6eKgQmOZEpAaQXzGpcqQGIHyAbsHqd7Yec9NGUSZ9MCscgpSqDUhMlU7rUuhiVzimS6SUqm1hpBWYqS6AB4DmRLgbPM5rMgz8FICQskbalfcGHD+OPHjz+8dDBX06fOvbT8QOHD5+9dmPzlm2793zz49HjP/9y+sSpk1evXzl7/sz5i+du37049vThm7fj83tXfz49bPIsxBw/vD+SIpabisoa27uX5hfXxyXmVtR0VNd31zb2VNW1F5XVV9a2dfYMdPYMqHT2Wd5BIpm+trn54ZOxKzcvL1nWc+nSqUejd29cufTHs2d3bl/79fK5u3euHz92+PChAyd++mHf3l3nz/28f/9XV6+ee/ZsdHjo9s0bvw4N3v7p+A+/Xj7//v3bd+/H2zt6kChaBJ49LxjrFYiY6R88Y27I1DmBU2b4TJnhM23mvJlz/OZ4+c7x8vULwWPJfAyJR6SLUQSOl1+Etz9qXiBmon8MdiEg3jiaEP7aJypBJ9rGAFwfFIb75LNZ//xkysw5fgQiTa0x8mUGkdL8Ny1VbubKzUypmS42/jdzLYLIQeBZfzvXSGw0lY+nS4h0qVRu3rF9z/iH8Tevfn/zdvzV67cXLl759ruDd+4ODo0M3x28d3fw3vD9keH7I4PDQ/C6fffOg0cP3314L1c4//2Z/2czwmb54pFEkdocW9vY1dDckVNcmZiRV1zVVFzVVFDeWFjRlJFXVdPU29qxPDuvNgLLmO0dEB3n2fPN7r/evnr8dBQm6d9/f/z48dCDB3efPRsdGxseGxv+Xybvx4+Hnj9/cOvW5UlCkSQCheELRGgMDoFEhSMiZs32Cg1DwMKcSKLAFZxEpgJ0IiQ0/L/9a+C5RWNw4Qg0bL/VGgMstGl0NpXGQqHxTBYPiGlkCkMkltMZnOAQBJFEI1MY83wC5nj5RKBwbI5AKPo7tEoi01lsPp3BUan1JDI9JBQZGhYB8zqdwQlHoOGxgMMVyhUaGp0Nh/CqqpoVK1ZZzZbc7JziwiK71ZaemlZbXVNTVZ3giZdJpDHRbqgAj45yxcd5khOTGurq53d1C/mC4MAgL2/f0LAIhVILMytPwKfQqAwW02g0SySy+PjEtLSM6OiY3Nx8jydBLlfiCaSAwGAOl+/xeJqbm52R9syMtJbmRp1WLZWIykqLC/Jz62qr5TJJSnKiWqXAYlDRLmdaarLDbq2uqtBp1YkJnuSkBIfdum3r5r/+fDU+Pr5//36Aa9odTg6HB3duCoXGYnE4HN4E1Rz82DAGyWQKnc6g0egAzOKJT4zzJCiUar5ABNXRySlp0POtN5hA1M0WW1p6ps0eqVJrY+PilSqNSCwF6EpoGIJEpmp1BovVHp+QZLU54jwJQAWJifWkpKbr9EYuTwDmaigCB+c5dIfHeRIinS6L1Z6alnH5/IUF83sKc/NWDCz9cs0Xmalpu7bvWLZ4yaplSwtzc9KSEjtbWw588/WqZUsLcrJXLh1Y1Nv37d59HS2tIoFYLJSQiDSd1pSRngM6rdPp5HJ5cnJyTExMZmZmT09PS0tLXl7eokWLsrKyDAaDRCKRy+Uul+vggb21lWX52RkHvtm96csvYl2RjbVVX6xctrhv/rL+BZkpic111dEOq0oq2vDFqsTY6PqqsmX9fYU5GSsG+suK8rOzMkaG/yZRJCWlSKVyKAOFDlnk/zzRwuSNweIJRDKNzqTRmaDWwFyD/xeKJCKxVCiSwZVHIJRKZSpYbktlKoVSC/2eBqMV2j81WqPRZNNo9VyegEKlz/GaO3nKtLBwJJPFMVtsExTbKJd7ojPGYDRDjlyl0kilcuidUyhUUqkcKAhanclmc7S1dRz87vtFCxY2NTSeOn7sq21bF8zv3rNzx/ov1mzduCErLbUwN+f7/fu+27cX7IS7tm9bs2L5sSOHzXpdYAgST6LjiDS1xuCOiY+PT3S53Gq1ViQQxkS7U5KSK8urGuoaiwpK83OL6qqbDAYdj8cJDPSXSgTtbU1Hj3y3fGDh2tUD336za8WShTnpyauW9i/r7/t659bOlobSgpyF8zvckdZkjxt85hu+WLmgu72mvHjFor4EV2RdVeWbP//6MD4++uiZfxgWT+OhiOzgCLJvCHZuIGqOH2K6d/CU2QFTZgdMnRMIbmdwSyFwDDxNQOcpwjGMiY16EIIcjmHAFRZHEwIhZEK8Ad0FrwnINpWrCMXQp3oFT/pk0uSZ05FYslRh1xriZEqnRGFRah1StV2isokUFr7UCDEzEG8CQwwWdzjlghuLzldl5VQcOXLyyePn9weHRu8PD98f+fbwjz9fvvLrlWt37g7euHn7/MULP/9y+t7Q3eH7Q8P3hwaHr925d/PD+PjR4xdDkOyPJwfO8cPPCcBRmZL45Lyqus6ahu784rqyqtaSiubq+q6Kmtaisvqyquamtr7OngGbM36uXziOxE7JzDl15pfHzx9d/PWX58/vv3755OHI4IPBweGh29euXrx96+rlS2ch2/3N1zt3bN+0d++O8+dPjo7eOfrjwevXLv16+XxjQ82F87+AfxDEG03kBiBIvmEYr+Dw2b7hM+aGTJkdMGWGz9SZvjNm+87y8p/j5evlFwFdMhDk8wvBe/ujAsKI/uFEqCCDgRg25/COTOj3/6fnmyagsKVoEmeuX/h/Js/517+nevsE0+gchT5SqrEJ5EY4fnPlZpbEwJJZJsQbmPPgdYggctAMAZYuxNHERLqUxVE0NXU9e/IUqtL+/Ov9hYtX9ny999r1m4/GHo+M3h++P3L/wej9B6NDI8Pwujt47+HjR+8+vG9oWvjxf+bNnIed6oWaF0JhifT5xTUt7fOLqxqyiypyiitzS2oKyutLqlsLK5rySxub25ZU1HTwRNrps3xYPGFza8u1G7++fP0ciKfPnz8YGxt+/HjoxYuHAED9XwxrL148fPZs9ObNS5PEEhmFSicQyUQShc5gRaAwcPYOR0TAVyhUOhqDCw1DYHEEHl9IodJZbC4YbuHUDRIeGBTmHxDiHxBCZ3BAhklkOvDUpDIVNIRSaSwWm6/RGrk8UUgoksHkBgWHT5k687PPp0ELOIFIBeazRmsEXBR88AEgPTQsAtpNyBQGFkcKDArjcIVcnkgiVYaEIkkkSlNTC8TGYt0xqckp9bV1mekZne0dJoMxKSEx0u7o6+ldtGBhZXnF4kX9OVnZ6alpCZ74jLT0AD9/DJYIDxzgoleqVWwuRyQRQxwrLi5epdJotfqUlDSHw4nDEeBTW65QiUSiFStWNDbUGfTahPi41pYmu80S74m1mI3u6CgBn1tTXbm4f6HJqMegIzxxMbBpp9MoebnZSESYTqvetnXz2zd/jo+PHzx4EPbeUpnCbLaCE43JZEMrhl5vBB6LWCyFJlCwggM21RkVDW2eiUkpZosNcn0SqTwm1hPtjrXaHODCs9kj4zwJcK6WyhTZOXmJSSlgttLpjVDoHo6IcEZFW20Ou8MZ5XJnZGbHJyTp9EaVWuuOiQPldkRGAUEPlvyw7QePlTsmjssTOCzWC2fOdrS09vct6G7vaG9u+X7/gc7Wtk1frqutrOhsbaksLbl9/dq2TRtXL1/2y8kTTXX1yxYvaaipTfAkMuksg94i4EuslkgqlepwOPLz81UqVVZWVlpaWmZmZkFBQXJycmFhYVtbW0pKisPhkMvlZrM5PT09Lyv92uULTXXVBTmZC3u61qxYmpIQ11BTWVtRmp+VXpSbdfTQdzu3bHTZLWIee8mCnr6utrTEuKS46MrSIrlYUF1V8fL3F2CpdbtjeTyBQCCCswWbzSWRKHBVmdhFwXMtWD5hcw7iDR27AqEYuP1Q1A2CDfskKOSG1RHYOzRao8UaCe++WqPDYPH/+OhfH3/yHwQSpTeY7A4nmA3tDidY1Uxmq05vBGSbUqkWCERMJlsgEMlkCqFQrNObRWK5yWyH2vWaquoTx3/6YvWadatX9XZ1bt+8adOX6zauW7tlw/pNX65rrq/bunHDhTO/fLlm9bnTP584+uOenTvamhrzs7PwJDqeRKfQOSw2XyiSicVSCE86I+3FhUVuV3R+bkF+bkF5aVVJUXl1ZZ3RaOTxOP7+vjwuMy01cd2a5Wd+Pt43v72zpQHiYVWlhZUlBT0dLb2drUsX9f548MDalUs1cnFirKuiOH9RT2eUzbRkwfyspHi7XtPd3jb+YfzPv96PPno2NxBJoPOxFB4CxwiOIPuH4ecFoWfOCwXZnhjBZ84L9Q6I8AvFIfFMElOMJnL9QvD+oYQgBHmiBRxD4k3YzsHVDFIxUUYJgSWot8LTRcEo6qfTpkz66KNPp85mcpUma4JcFSmUGnWmaJnGMcE8B6c6hSUjMSQTPVewuZ1YCAsk+pz8sps37v7x4rdHD0efPXu299uDP529cH/04W+///Hg4eNbd25fuHRxcPjeg0ejj8Yejj0ZefH700ePn+346nsmXzvdG+XlT5jhgwoOJ5lscfnFdSUVzZm5ZeBWg8x3WVVzaWVTZW1be/fi5PSC4HD8TK9ArcnW1dv3+PnYh/E/79+/+fjBvXd/vbx74+qN65cvXTxz6eKZ27euvnj++MnY6PFjhzdvWnfgwK7161fu2rX51Mmjd25f+/bAN/V1VRcvnAHxbmufj4igYsn8UAw9GE3yQ2LmBmHgWWrqTN+pM32nz/KZMdt3xmzfGd6hs30QPkHYcAyDSBeHomiz5oUHhBH9wgig30ERlInYGHjOJ/QbXgA5JzD+LoVD4xmz5wZP+ujTjz6e7O0TrNTa5DqHUGESKMwSjZ0rNzNEOr7S+t+TNwQNAMiKJLGRJA6SwCXSpRSGxOGIPfDtofHxvzNjt+8Mff3NvvMXLj159nT4/sjdwXsPHj188Ojh8P0REO97Q4MPHz968+7tqdPX5sxFzvLBTp6NnOodgSLxY+IzWtp7i6vr8stqsosqCisaKhs6CiuaCiuasotqyqs6q+u7DZaYydO8vH0DHJFR23due/XnHxDbg/kbUnz/y9gNyj02Njw8fPPy5V8mRaAwkH4BPhR8EgUGhSCQqOCQMAQSRSCSI1AYX7+AsHAklydAY3AYLF4klsJxDlbuEqmcRKaDn3yiLZRIokllKqgYIZJoSpUO9NtgtPIFkqDgcCKJFo5ABwaF/efTKSg0HmzkZApDodTCbZtKYxlNNqvNyeOLJ47fGCyRSKIJhFICkQqBMZlcrdObobHRExtXXVm1dfOW4sKimqpqo94gFUtys3Pmd3WnJCUnxiekp6b19fTGxcSWlZQ2NTSqlSomnYFFY7A4EgDYIQgXGeXk8LhcPk8gEOHxRJlM4XS6IiOjbDZHZGSUVqtHobFBwaFh4UgUCpWUlFSQn9va0pSWmhwbE00mEaqrKnhcdpTT4Yy0tzQ3pqellJUWW8xGJoMWGOAnFPC0GlVBfi40a+3YvnV8/P2ff/65fft2FpsLnjK3O9bhcJrNVqFQDOdSoVAskciMRrNMpmCxOCqVxmy2yuVK4JharHYAc1qsdqPJIpbIdHojHLYtVrtCqY5yuSdc4iq1NjUtQ63RxXkS4hOSzBYboDdpdCaFSg8LR8JXYmI9SpUmOSUNuNxGk6WgsDghMdnucLpj4mLj4lNS0wlEcmxcvDMqWqFUg1ExMSklMyuHz+Y01dV3tbUf+GbvTz8eXTGwdMXAUrczavmSxY21Ncd/OALAloFFC384+H1lacmR7w+2NTUneeINOiOTzjKb7CajLdIRrVQqLRZLdna21WpNSkqyWq1mszk7O7u6urqxsTE7OzsjI8Nut2MwGLFYjMFgPO6o9V+sWrNiaW9X+7rVK+KinWVF+T2dbWmJnrzMtM1ffrFm+UB/b/eKJYtinHa5iC8TcpUSQX9vV1tTfWFuVnlZycvfX0Cft15vhKpsuVwJtn8ul0+jM7E4AtjWUGgs/AiQyFQanQktuuAZBAnncP8u6QEGkUKp/Z/duAlGbdiZg9scRnCI4RlNFiaLM236zH/+6xNfvwB4N+H5yWK1A+fOaLJYrHaDwQQBQolEBiFyyCBIZSq4ppvNVrPZmuCJX71y1Y5t248dObxu9apVy5YuXtBXUpA/sGjhj4cOHj18qKOlub+v9+zPpw59e6C/r/fggf21lRUmnZbG5IWEo9k8MY3O5vHFUqkceANGg64gPzfK6UhLSS3ML6ooq6yurCkuLMvKymIymf7+/jgsmsdltjc3nDh65Lv9e/q62g5/u7eptnLlwKL6qrLivKzmuqr1a1Z8tXXjpnWri/OyUhNi+SyaSavMTks6efRwYWZae33N4gV94x/G37wdv3rjrk8wCk/jYSk8NImDwDFCUBT/MLyXP3Ji+IZrKxieYX+OIrJJDElgOMnbH+UXgociMqgzgRIRqLSC2W6C6vXflZR0vgq6uv2CwyZ9/Omkj/4TgiDI1TadKVqpdcDkDeINm3NoIaNxFOC0mqiXBkMWiSXlS41Od/IPR47/8furt6//fP36rwPfHv7+hxMnT52+Nzg8cv/B4ydjdwfvweT9+Mmj0QeD7z78Nfbk2eZte+JS8ibPCp0yGzHbHx8QghdKDenZZbmFVckZecUVNRm5haVVteXVLWBeKy5vaGrrKyipxRCYkz76HIWjxyWk/vjT8bcfXr98Ofb784evXz67c/3K7VtXr1+7dOH86Tu3rz0ZG30wOnj92qVjRw8dO/Z9T0/rihWLrl29+PjRyM+njq9etezETz+CeLe0doWGkzAkHgLPQhDoQRiCXxjBOxA9Y17YlNkBoN9TZ/pOmzlvulfIdK8Q+PsHhM60OcFzfJFgRPALI/iFEaCODHLYE8yWCWwqvC8UjpzIlBAYYgJdGIIgfD5t7qSPPv/o48lEKk+iMKr1DonaOkFr4Sks8A7Cd020haJI3GAsGUFghuPYRLqcxlQwuYrKmsabd+9BQ+iz5y8PHjpy6udfnj5/Nnx/5M69uyDeINuDw0P3hgZHHz744/Wr3/74oNA4/j01YNpc1LS5qBA0Q2t01TV25JdUZOYVZeQWpmUXgnmwoKS2pKI5v7i+oqbD6U6dPsvnsykzeXxxfUPTtRvXX74cmxi7nz9/8Pz5A2hx/V+KSeDyfeLE4cJpJAAAIABJREFU4UkQ6OLxhSg0NjgkjESmAkANomJ+/oEIJArGcaj9JpGpBCJZKJIADJVEpoJ/JzQsAnDldAZHIJRSaSwyhaE3WEBlWWy+WKKAwm8Wm4/GECAGBnnu2XPmeXn7YnEkOoMDXrag4PCQUCSBSIXYNwzlUG1CZ3DoDA6ZwmAwuQqlFoMlMlk8sUTB5fK9veexmaxlA0tXr1xVXFik1+ryc/Nqq2tampr7enqbG5t4HK7LGRUf57GaLQadPiMtXaVQJicmhQQFA7iNQKSyOTytzhAX75HKZVa7TalUQy4rJSUNnEcymSI9PXPGzNl4AolEpnK5XJVKxWEzi4sKKivKVq9asXBBb11tdWxMdGZGWm9Pd0F+7vzuzuSkhJrqStiT+/v5mE0Gs8lQXlYSGxPd2dEGo9727ds5XL7BaI6J9ZDJVB5PIJcrBQKRWq0Vi6Vw/2azuUAttVrtDodToVAplWqr1Q6cLyipZLG5CqU6zpMQ50kAuKZKrXVERqVnZIEApGdkRbncwPDSG0yA0QZol1yhYrI4aAwOTOmQ7cYTSEKRBOQ8MSnFZLayOTzArBqMZogw6Q2mmFiPyWwFo76IxydgsHVV1SeOHjv07XftzS2piUnrVq+BIpZjRw5XlBQnx3u62lpbGxviol09nV0FObm5mVlVFdUCnpDDFnA5Qr3OnJCQUFpaWlFRkZqampGRkZqaarPZampqMjMzExMTnU4nINAxGIxcLpfL5VF2S0JsdGlh3sCivotnTx/+bv/BA3s7Whpb6mvWrlz2xYql+/d8tW7V8sV983ds3tBYUxllM7ns5oLs9IqSwq+2bU5KjL9+7Qqszc1mK5lM5fOFAoEIGt64XD6bw6NQ6RCVhJ8LZAQa/iWQKTQOlw+QOzqDBXY2BpPLYvMhLQmCCh4OUHG4eWt1Jr3BYjLb5QoN5P3UGp1AKMYTSHPn+U6bPjM4JEyhVEtlColUDnWufIFIbzDZ7JEWi02j0Wk0Op3OoFSqZTIF+BwFQqlGa5QrNBKJTKXSCHj8+DjPwOIlF878snbVyvLioqa62t07th87cvjYkcPf7v2mpaG+o6V5y4b1fd1dpYUF2zdv6mpr7WhpjnTFBYVG4El0+JmNj09MSEhKS8tITUnIzsowGnRGgy4vJzclKbW8tCI/t6Cqqkaj0fj6+mJQaC6HlRjnToxzb9u0/vrl83eu/3rq2JGvd25d0N2+btWyjub6HZvXb92wdte2TYe/3Xvg668aaypinLa8zNSO5vpdmzcsnt+ZmZry1+s/P4yPX7l+xzcEjaVwoPoTTeIg8czgCLJPMGa2b/g0r6ApswPAMAWD+DSvIO+AiOAIMoUlC0ZSwM4G4u0fSvAPJQBqG8xQ/72qnainhHqMCcMzEkOdPTd40seff/L5DDSBpje7TLY4kcwEa3PYnEOFCRSWkNmyicl7QrxBSBh8eVZ2wfGjP735469HDx5v37Z79eqNv5w59/TZi9d/vnn56o/B4aFbd25eufbrrTs3b966ev7imbGnj++NPPj2hxMIPGvqHORUL1QokoIlchJScmubOprau/uXrSwsL88rKaqsbWtq66tr6i4qq69t7CqramZwpJMmfRqCINmdcZW1dd/s2/3mzW/j7189Gr374a8/Hj0cHhq8deH86Zs3fgWS+bOnDx8/GhkdvXPs2Pdnz/7086ljjx+NvHg+tri/b+eOLePj799/GG9sag8IwiJxrHAcE0VmhREogSiabyh+th9ymncI6PeUGT6Tp8+bMitwulfIbB/EbB8EAsvEkvmz5oVPmRU4NwgDr3nBWIgDhGLoE5lvcCSAipPZMhpPSRNowIWOp4siCCzfwIjPpnpP+sdnU6Z701hivdml1P69PAdaC1usm9igAHYNLt8RJCaWxkcSuGiikMJSYUg8mdbatWjJ6z/ffRgff/N2/NjxEz8ePf70+bPHT8ZGHz64/2B09OGDweGhu4P3QLyHRoafPHv6bny8f+najz6bM20ucqYvOhBJ5Qo1+UXVdc1trV298xcuiUtKy8gtrmvqhqVISUVzVV2nJyl3nl/4vz+bgcNTXNFxW7buBOD82Njwo0eDz56Nwkn7fw95v3w59uefzzduXD0JgI5EEgU+oDlcvq9fAJFEAYYazBYRKAyRRCGRqWgMLhwRwWCyoeEbcC4EItnXLwCDJXK4Qh5fTKEyFUqtSCynUJk8vlgmVxNJNAqVCSltKo1FZ3CkMpVQJMPiSIBeCQtHzZjphUBiuDwRk8UTCKVEEo3J4kFtKJsjMJpsaAwBsrBMFi8cgSYQqTQ6OwKF4/HFyAgsFkeiUularT4xPiEpIZGAwxNweBKBmJOV3dHWnp2ZVZhfUJCX73JGZaSlb964yemI9MTGpaWk5mbnAIINCKwYLBHqHWUKuVgqSc/MIJOpQUEhHA5PpzMgEBEeT0JqanpRUYlYIoNnHZlMhsPhYtyuDevXLVu6pLWlKTUlKT0tJSM91WTUazUqiMDGe2IbG+q+XPdFSnLiksWLDHoti0lvaqyPi3V3tLe+e/vX27dvN2zYoDeY1BodXyByu2Pj4uKNRjNQMoxGs0ql0ekMDAZLpdLA2VsqlSuVaovFZrXagbOtUmsVSjWXJwBUnDMqWqsz5OTmR7ncao0uJtZjdzjlChWgP2CYBvG22SOhjgyEARmBFookNnukTK6M8yQATxvQ6HB8lcmVObn5nvhEjVYPK3e+QAQVGrA6jo50Ntc3NNc3NNTUchhMhUQa64r+4eChLRvWL5jf3dXWumHtF7WVFetWrzp57GhyvKe/b0F/34JFvX07tu2MinSplDo2i6/TmqKjo51Op9VqraysbG5u1ul0YWFh5eXlKpUqKiqqrq5uxYoVbW1tCoWCQqFYrVa302416pYvWfR4dHjrxi+3bVrf29X+5ZqVDdUVCTGunPSUL1evKCvMW9w3/5cTx458t7+lvvrId/ucVmNNRenXX223WkwAafnwYTw6OgbWHuDzB1Is1IXRGSwozI1AYZARaCyOgMMT8QQSk8WRyZUisZREpmJxBAqVTqYwmCweMIgAQi5XaCb250A2hcu3wWjl8cUarV6t0YH1Qa5Q4QmkyVOmffTPj+GODmVxAEmFzYrD4dRodFqt3mq1GwwmqVTO4fBoNAY8QyuUWh5PgEZjhXxBfm7esoGljbU1VqMhJspZkJP9048/7Ny6ZfeO7XVVlXt27mhpqN+2aePh777Nz85at3rVlg3rd+/Y3tzWzeFLIjBEeDp3OJwmk8Vsti7o6y7Iz5aI+VQKKcrp0Gt1BXn5DXWN8+f3ZmRkhYSEYdEYHoebkhCf5InbsmHd8J0bX23duGpp/65tm77eubUgO72iOL+juX7tyqU9HS0/fL//xq8Xvt65demi3m0b1+WkJ+/ZumnNQH9PZ8frP169fTd+b/hhEJIQiMAj8UwMmYunCTBkLuzPfYIxc/wQM+aGQFppIrM0yyfMJxiDpwpDUbTpXiGwrQ0II/qF4OcGoCfC3zDtwYQHgxqNp2SJtHD8BgGg81VoHDcsgjJ5hvekf3w8ZaYXV6TQm91iuVmmccDm/P/Sb5B8iD/B5hb+IKpQSxco+SLlogVLLp+79PPx01+s2rhowcqz5y68+O3lm7fvHzx6eO3G9eH7Q9dvXrs7eOfXXy+dOv3T3cFbT3978dubd1EJmZ/PDJvqhfENxCAxdJszvrCsqq65bd3mje09nfFp8cA5b2jpKa1sqq7vqKxtE8sNkyZ9OtsbIRDpUjKyd3y1/dWrp+Mf/ng0evfd6xe///bkzu1rp04evXH98v2Ruw9GB9+9ffX+3ev37/8YGxu+cePimV9O3B+5+/L3Z4cOHjh18hiId0Njm49fREgENRRDR1PYCBItFMcKRNHmhuBn+yGnzw2d5hU0eZb/5OnzPpvuN3V2EMzfgeEkDInnG4ybPDNgjn/EHP8IrwCUVwDKOxDtG4qf8K9NzN/wAq8fTaChCTR0oZbEkqJI3FA01csf+clnsyZN+ndQKFoi1ym1NrHcIFKaRUozW6yb8B4Ccw1HE0LbGJbCwlG5CDwnEEHHUiQ4mhjPENpjk4eGHwAt9dz5iwcPHRkZvQ/iPTJ6//6DURBvmL9h+H43Pn7j7n1/BOGz2UHT50XMC8bjyfyYuMyissreRUu+O/xjaUVtYkpmdV1rRXVTcVl9aWVLRU17SkZheATpo4+nhoZilEpje3vf6Oidly/HnjwZefjwHij3/y7esDZ//frZ/v1fTRKKJGqNLjgkjEKlG00WvkAE6S8Ol0+lMcgUGoFIhlQrgUhGRqCREWgmi0MgkkPDELNme/n4+oM3B4H8e/NMoTIZTC5AyzlcIdQdUmksnd4MjWEUKpNCZcIkjcWRIlA4Jos3zycAuKfBIQi5QgN2dCKJxmBySWS6QCjFYIkQNpPKVMgILJzYoXBsnk8Ajc5Go7FKpZrL5jBodE9sHAGHz8/Ny87MYtIZjfUNJUXFifEJK5evUMoV0FK1ds0Xixf1wy7dYbMLhFIUGk+hMskUGpXGwOJxWDxOIpOaTJbwcCSXy4+OjpHJFBaLTavVq1QasUQWjogICg7lcDgWi6W+rkajVmLQEa6oyPq6msqKstKSIjKJIBLyIx225KSE2pqqstLinOzMeE+sOzoqJzsTZHvTxvXnz52ZcJsnJCa7omNkcqXdHpmUlGK12mk0BvBSBAIRny8UiSRqtRZmLIlEBsA1lUrD4fJRaCyNzoTLN7jJbPZIs8VmMluhqwrgaHyByGyxlVdURbtjQZIBvQlOPcgmcXkCPIEE1aLpGVlSmUJvMOkNJuCfR7ncYokMvOt2h5PLE4jE0ggUBn4HKLaxGk1RdofLEVleXJLkiY+Ldvd1z2+ub4h1Re3dvWtg0cKl/Yu+2fVVSkJ8T2fHpi/X3bhydfmSgRUDS9NTM4oLS9gsvkFv0WqMOp3Obrfr9XqNRpOQkOBwOHQ6XVJSUl5eXlpaWk5OTnZ2dm5urs1mo9FoJpMpyRPT1da8tH+BxaBN8sQMLOpb2NP11bbNdZVlca7I7LTkusqyjWtXf/PV9oXzOxd0d1SXFbU21Czr7+vtav/h4LfDQ/f+ePnbh/dv37x553S6wK3GZLIlEpnBYBIIREwWBziDTBYHGP7AIgT/OZPFgcw3kUTB4ghkCg1qb3h8MdR/TaDIJ7BoKrUegC1Gk00glKo1Oo1WD9VwWp1BIBQHBYd+8u9P/QOCGEy2yWx1RcewOTwOl280Waw2h9PpgqJY2J/L5UoeT0AmU1FovEKppdHZwDc1GYwGnT4xPmF+R3t6clJFSfGKgSX9fb3d7W379uzevnnTqePHyouL2poam+vrjh05fO70z3t372ppqM/OK+YKpN4+gXgCRSCU6vVGq9VuNJqdkZbEhFhnpNVhtyYmeGKi3bnZOc2NTRXlNbGxHiwWj45AiQTCzNSUipLi+R3tnS0NNeXFX65efuzwd2tXLoVg2IolC5f19x35bt+hA98c+PqrtSuXFudlzW9v/uarbRtWLT9z/Mfrv14e/zD++s93gyOPQlCkeUERYRgalsIjMcVEhghH5aOI7FA01T8MPzcQNcsnbLp38DSvINDvmfNC5waiwtD0MDR9tg9ihnfovEDMvECMbzBubgB6bhAmEEmeCBkDM5XKVYBUMIWaCfGGF4Esw5OEfsHIf3zy6aSPP/YPQfDFGr05RqmPUuqj5NrIics3V6zniHTwW8H6F08XQck0isTFMCRElpjFlSTGpyzrX3ry6KkjB3/6dt+PZ86evzc4/PTZi8Hhoes3b9wbunv8xLHzF89dunTh8ZMHo4+GBkfvXbl7p7Kp8z/Tgmf7UWbPDUPjWXyxJio2QW+1ZhXk9Cyen1WUXlbVXFnbVl3fUVHTWtvYVdPQqTFE/vPf0/0CiTSGND4pffPWTRcv/jwyeO3e7ctjo/dePH/8y+mf9u/b/evlc2OP7z97+vDP17+9fvXi9etnQ0M3fvnl2IPRwbHH9188H3v39vWrP17A2ryhsW2uDyIwnBSCpmGoHBSVGU4ShOHZARFUnxCcdyB6tm84nDMmzwyYMivw8xn+M7xDfYNxYWh6SAR16uygmT7hs3wRs/2Qs/2QXgGoecHYAATp7xZRCOL/j3hD5pvE09AEGqZYD/Q0NIkTgqJM9w6e9I9P/vP5zAgMWao0KTT/h7Czjo763tp9zqkXTULcx93d3d0ymUzc3d1d0OBOcSm0hQotbTmlhdLSFipIkeIQIJDgtNjcP3ZP7lnvXe+5a/0Wa5iVgSST/PZ37/08n8el0DuVBtdkCw7GgckVBoEhJjDYWAoHRxHEoVhokoTC1RDZUpnBuWLl2gsXr74MBEZv3Dp46PCZc2dBp3Zt9ProzRsgOL82eh00a1euXX0WCDwNBNzpea/NiJkWjg6NwaFwLKM5xetPc3hS1m7YvHLNhua27vKqxsaW7vqmzvrmnub2gbKqZjpLHPTPKTExaJnMUF3deurUMRCg3bp1GYr3f7eK3b1748aNi8+ePbh9+2oQg8lmc3jAagawdlR0LA5PFImlVBqDzmDx+EISmRqfkJSYhIQJIYfLN5osXJ4AgUTj8EQCkczm8CRSJQjLWWw+k8VjcwSgDGex+XQGB/ppFpuvUGqdLi84vw1Gq1yhweHJVpuLQKRGRMZGRcdrdSZ/WhaDySWSaGyOwGS2S2UqGLnjCRRoXIgkGkzOZXI1RIXKFRomky0QiJh0RmF+QVlJaVdH56oVK+tqajPTM0qLS+bOnpOa4ivML8Cg0DaLdWhgsKykFI/F1dXUFuTld3d2iSUKApEqEEppdKZQJJHKZUKxiM5kZGZmd3R0+Xx+gUCk1eppNIZKpcnOzpXKFEgUJiQ0jEgk0mi0rMx0vU5TW1MlFPAEfG5FeWlba7NOq1Yp5fV1Ne/u2NbT3blt6+Z9n+1NT0s1mww11ZVzZg/l5Wa/s27Nd4cPPXn8MBAIbN++HbCjvtS0tLSMyspql8uDxxMhocRgMLndyU6nW6FQgQQdiF1+f3paWoZao4OxLRRvi9UOQGzItHB7vDq9ETJDgcKW4vMne30lpeVZ2bl6gwm0ZharPS09Mys7l8FkM5hskVhaU1tf39Ck1Rlg7V1TW5+Rme1yJ8PYFmhrgHQ1W2y5eQUQkZnqTzfp9Jn+tKy09NkDg4sXjBz86sA7q9esWra8pCD/i0/3Lpgze8nIgtLCAqlQsHr5si0b1tdVVWf607Zu3DQ8OHv9ug1qlV6nNXmT/Xa73ev15uTkKJXK3Nzczs7OpUuX5uTkZGdnO51Ol8tVV1fX1NRkNpvxeDyJRHLZzA6LsbG2CjRrFoM2J8O/deM7w33duRn+0oLcnVs3Xb1wbt3KZY/u3jlz4teq0sK6ytLdO7dt27R+w9pV/9r/BUSCTo7N4fsMnHk+X8hicyERFTQisEiiUOmw+QY2i0Aohu0SncHiCyQisRxWP2KJAoq3Sq3n8cXgkoCZucXqdLq8Or0ZijfoHoCaLhJLE5OQQUH/ZDDZGZnZefmFQHDzJKek+tPd7mRA5MIYBkq4QqECSCqVxjKZLDyeQClXAKRoqK93w9o1X+//cs7gwLzhoYGe7m+/PrB25YpN76wrLSwoKch/Z/Wq7Zs3lRTkz589vGPL5taOXk9KevCsKDZHIJEq5XKly+UxGExoVEJZaUFPd3tnR0tOdmZBfm5udk5jfUNHe4832Y9GY99+c4qAx9ep1E6rpbWxobutyWHW52X6h/u63lm1LMVlK8nPLi/KO3Pil/OnT/z8w+Gnj+59982/WuqrB7rbD3+9/6Od208e/eHgV/8CtfnJ0+ejk/BoEgtJYJGYYpZQzRKq6TwFhS3FUfn/uf+G4j0jPDE0GhWZgI9FUNBEbmQ8ITgCGRaDDYvBRieSohNJ4fH4ODQN1M54ugga7knlGiRkgGP477QMvoXF1eAprJDIyKBXXnn1rakUhjAlrchoTzPY/BD1rdC5JCrbZM43eJygcuBoQnCZJ1L4OIZIqbNoVPqm2ubRizfGb9w/dfzC198cOnjo8PkLl27dHrt1e+zCpfMf7Hn/wDdf/f777xcunTvzx8k798cOHDm8bfenCLxwaig5IgaLxrNINH5BaYVMoxIqhOu3r/3oi/frm3vqmrobW/vauoZ7BhZ09c2zudLenBr22psxFJpUa7D2D/YdPPjFd4e+2Lpp1b6P3z975sT7723fsH71jz98e3fi1pPH954/e/zXnw9evnwM5eTxo7uPHk4EAs8mxm+N37kJxbuvf3ZkNCYeRUvCs0hsEYkrxLOVaLoUSebH41gxSEpEAiE0GjUjPDE4Ajl9VuJbM2JmRWOiEohxSCoSz54+K3FmJDI4CgX1OywOF5n4t3kMlt//b/GmCvUUgQ6ab5if42mCyAT8tOmhQUGvhYTFylVGky1FrXcoDS6lwSXVOmD/PXmKgn+NyORgyGwqW47A8xPxAiJLiWFI2AqjQqndvecT4Jwf+/nXU6d/v35j9Nro9Wuj12/cugnKc3hw8fKlS1cuP3jy+Gkg0DdvyWszoqZHYGZGohOQVInMVNfUnITGFJdX7dt/YPO2XSXlNXWNHbUN7S0dgx09c2obu4QSbVDQW7NmJXK5ytTUgiNHvp7spydX2v9ftfn4+PXz508GQfoIGMNAQB4ZFSOVKXB4MiyqFUotEoWj0dlYHAlPoBCIZCjhoEJHobFkCo3LExCIVByeDIgVGp2NQGJJZLpKrcfhySQyHYo6i81XqnQUKpMvkEDzQaOzRWK5WmOAbIa4eAQKjXd7fHyBJDYuSSpTSWUqnd5ss7tBAafWGHR6M1jR6AwO/AlKN4PRymBykxAYCCypKCt/Z+06h83u86ZkpKX7vCk5WdlOuyMl2WuzWN1Ol8+bkpriK8jLNxtNhfkFDCY3IjIWhcbzBRIane32+BRKLY8vJhDJxSVlCqUajizFJWUpPj8IrZEoTExsPMjOgTYqEkuZDFqqzzs40JeXm61WKdgsRm5O1tGffli5Yll1VcWc2UONDXXJHldHe6vTYXO7HMsWLdy/77PAyxcvn794b+cul8sDTC6IJGGzuQqFKjk5xWy2wt4dWmSZXCmWyCCVEiaoNpsD1uFQZgQCkdVqz8nJS0vPNBjNfIEIRuVCkcRosmRm5QBeLcXnh7+WlJZ7klP0BlNmVk5Obr7ZYlNrdEwWx+nytHd0CUUSiUSWm5ufmppWXl6ZlpahVKodDldGRlZaWobH4zUYTDabQyZTOJ1uj8eblZVTUlppsToZTG5zc2tdXcP7u977cPeeirLyxtqa2QP9LQ31PR3tLQ311eVl5cVF3e1tTXXV84YH+rs7KspL+3q7aTQaiUQyGAwGozUzKy8tPdvr9Xk8Xq8neWhg0KDT5+TkFReX9vcPNje3KpVqo9EMw22dTud2u5ubmysrygR8bk6Gf+5Q/9qVyzpbGp0WY26G/4N3t925ce3rL/dtWLPy808+bG+q2/zO6jkDPSUFuRvWrvp836ePHt6HsbnT6eZy+Vwun8PhgQuLwWBJpEr4IVRrDAD9ZbH5FCoTlJugXBOKJEwWB55hcwQAJ+BwhSKxXCJVgvpSo9VDWB+o9y1WOzj6TGa70+V1urxmiwPUmhqtkUZnzwqLeOXV140mS2FRCdhAJoEtNrtTqzMoVRqD0QzJNH+TWSUymL1DeopUpuALRB0dXe3tnbdu3d6xbXthfgFo1tavWV1ZWrRw3uyivOz+7o6+rvbh/p6d2zb3d3eMDPWXFORHRkYnofAUJp8vkqemplnNFq1WK5FIOjs7e3p6MjMzy8rKKisr6+vry8srrVY7k8meOnU6g8FSq7Vud3J5eWVlSUGKy5bisq1Zvnj5ovnJDkuW39vV2nju1G8Pxm8dOXTg6PeHvv7ys+WL5u/d8967WzaU5OUd/OrLX4/+EAg8+/PpkwtXrsfE4WMTKAgcC0vmkxgSKltO4yhoHAWJIcFRBCgCJxHDiEoghkahYUgbGoWGao3AsRLQ9MnnZ4YjwmKwgG2ZDIuEFpkrNUC5hS58Ur8mUJhFCgdLoGNylUgsY9rMiKB/vDorLMJoNnl8eWq9y2Dxac0pGpNPafRyxGaR0smXGjkiHSjPqWw5hSUj0sV4qhBDEhDpciZHSyCLrPa0D/fue/Tk4YPHdw4e/PbDDz/+7rsjV65cuXTp0qlTJ77//vC+fZ8eP/nbhUvnL49e+uPyudMX/jh++o/sopo3psXMjMCHx5FxFIHLm5WdX6RQya02w9Fjh1s6BgtL61o6Bls7hyCnMiuvPCIG9dqrU1EoikxlLqps/ODjzz/Y/eHGDWs++3jnjWvnfzryzb69H1z84+TDe7ee/3X/r8cTfz2eePJk4uHD2w8ejP3154NHDyeePL5/6+a169cuBQLPnr143tc3NyIKE5VAjkHSkEQeiSPDM6VEthzPlKIogiQiNx7Hikgiz4hCz4xETgtLnB6eNCMCMSMCEZlIjMfQIxIIMyOR08OTpkeipkUgp0VhI5D0OIIgCsOZLN4gRACRGoUjn5SdA0AN1thYqiAuER302pSgf7yRgKEYHT6TO12qsytMHqXRI1JZAbjGEKhhfAL6A5iCoMm8JDwL0HsklpRE45dXt/z1PPDseeDkiTNHfzx29eKl0StXL1+9cuXaVfCMTXbe5y9euHfzeuBl4MKV2ySe5pWZyBkRhKgEKoujzsqpsDpSWVzRyJKl3/34U25BaWlFY01dV0vHYHP7QHP7gN7sCXp12tSZUTSW2GBJXrBi8c3x0dvjVybuXBq/deHe+OjtOzfG7tz634AtY2NX7t+/9ddf944e/TYIpGpR0bGQqQAJoXQGC5hoIEADxzaZwkBjCEQSBYbnKDQ2Ni4hPiEJTyDR6EwEEgvubYFQSqEywdBlMtvIl0aCAAAgAElEQVTRGAIsv+G2BcUbaKkSqZLDFao1BliQM1k8NIYwbXoIlcay2d3g/FaqdLD2BhE70NHZHIFSpVMotWgMIT4BKRLLAVHOF0iAteJLzaitrqmvrTMZjCwGMyXZ29/bl5eT29bSun3rNr1W57DZ+3v7Fo0sNOoNDpu9sryitKwqOiYBhcYjUbiERJTZ4igqLi8prQRLFax+U3x+b0oqZKRabY7JtbdSpYF7pVyhUipkOq06Py/Hl5JcX1fT1Fhvs5rT01LLSotbW5pGFsyrKC+FJxcvGkn1edevWf39oYOBly8CLwObNmy0Wu1gRQNGqVKphngxsVhqtztzc/MhBsNosqg1OpVaC7mQJrMViC4ikQSwLXy+kMPhORwup8sD6d3JXl+Kz683mFzuZHgMrE2II0vPyDKZrSk+vz8tw+3xwphdLJGRKTSny9PV3Wu12rOzc+12p9frS0lJBb+Qx+OFyBYQxvP5QqfT7fX6FAqV1eaCqKvMzOzh4TlrV6+ZMzw7Iy09NdmzeMH899/dUVNRfuKXn7du3JCTkd7R0vzZx3vef3dbpj+lt6drxfKlTU1NGAxGp9MJhFKd3jx7zoLh4Tm9vf11NbUlRcVlJaWdnd1dXT1+f7rH4/X708vKKuDI4vf7s7OzCwoKUn3e+rqa3My0ztamVcsWz+7veW/7lq7WpmUL5zdUV6xfvWLtiqVffvrxsoXzZvd3L1s4b8PaVYO9XYcOfh0IvHj29M8XLwJGo3lSZA5abh5PIJWpJou3XKGB1BwWm0+m0MD5TWewALL271ougGMrjy+WSJVyhQYYRGCvh7gRoOtYbQ6T2Wq1uYB2rtObwT8GvylYHOHtKdPwBBIMVOAoBsmh8EKtzgCdOoxJNFo9lycQiiQghlBrdFKZQiyR5ebmb926fd++L1YsW15eWtZQU73pnXVrVixftWzxzWuXezpaK0oK39266cfvDq1YsnDe8MD29Wu3btygUKiSUHgGV0xj8tRqbWV5RW9vb0ZGRkpKSklJSWlpKYSM5eXlZWZmZ2RkWa32yMhoJpNtNlvd7uSUlNTCnIzZ/d3dbU3bNq7bvXPbV5/v3bNr+7KF87789KMNa1ZsWrfqm/37Dnzx6Z5d2z94d+ueXds3rlnz0/ffHjqwPxB49uSvx5eu3YiOxSUiGWgiF0XgAHQTTxVCGAmJISHQRGgiNw5JDY/FzQxHzAhLmhGWNDMcERKJSsQw4lE0aAGDI5ChUejwWFw0ggwmJRSJOwnWnuy8JwkhwOriy008iYXB0zB4KiJVEBWPevWNqa+88SYShTFYUlzeHLPdr9S71cZkud4jVjvEKpdAZuJJDCyBhsFTQf2GTxJLFiZh2QSajMlR80TageH5tybG/nr+6PDh7999d9dXX3199uzZq1ev3r07fuXKpSNHvvvjwvkbt0ZHb1794/K5sxfOjz94vOO9z1AE3psz0bFIDpoo1BjctQ2thUUlYrGwqDivpWOwpKIRFt69gyP9w4vKq1tQOPor/3w7KYkolOpyiqvXb9n50cd7fzhy6MLZXx8/uP3k4Z3xsat/Phq/Nz569871B3dvPn5w++HDv68nj+89fnT32dPH165eHL1+GYr3wMD8mDhCApoZh2bEouhxWHoclplE5KIoAriQZH4shjErnjAzEjl1VsKU0PgpofFvh8TNisVCXz4jAjEtLHFGBGJGFHpmNCYCSY8n8KKx3MmoUDhOTaZ9wzV5rgI9IIEhRuIo00Iig/7xxhvTw0lModqSrLP7lCa3VOsQKi1QvyffUFAhgOwcSxUgiZwELANJ5ODpIhJTbHGkHvru2MtA4O7Ew1+O/Xr7xs1Lf5y/fPXK1evXYPMNw/OLly9duHTx4cRY4GXg/pMXmUWNb83CTAvDxSIYGBzXYvP39M/Xm+w0Frurr7+yprGwpLapZaCprR/gtXZ3+utvh74xZRaezFHrHS29Hb/9/uud8et3xi5MjF28e+f62O3R/1K8nzyZuH79/N27N06dOhZEJFHYHB4KjWUw2Tg8MTomLjYuQanS8AUSIJJSaSy5QgOm7cQkdExsfHxCEoh0YBdOozOJJAqTxSOR6XHxCB5fDKwVMIYKRTKjyaZU6eA2B52KXKERCKXg2xZLFCw2H4oui82Pi0dMnRbMYvPVGgNMxak0FocrBLEr3PhgDADOrvgEJA5Pjo1LojM4QpEMunAmizfYP7B546a6mlqXw0khkblsTn1t3eyh4cH+gaaGRpvFClr01uaW/Ny88tKyLVvfhW09iUwnEKlyhSY3rygjMxcyvuAmC22rWqMD1IlGq4+LT2SxuaANFomlVptjzuyhutrqocH+hSPz161dvWH9urbWZrvNkpOdqddpfCnJ76xbc/y3X5wOm0opz83JWrl0yaplSwMvngdevFyyaLHRaAarrsVi4/OFeDxRo9GBbQwKZLLXB/QVkVgKzi4WmyuVKfh8ISDYwDymVKrZbK5OZ0j2+uAlaemZqf50f1pGVnau1eYAeTn4x9LSM8HoBV8XbFvhYjDZSBTG5U72+9P9/nQYmcLu3+fz5+cXulweEEwVFhZLJDIKhSYUivV6o8Xq9KVmJHv9Tqe7tLT85PET69as3bp5S352FoWAb6ip/uZf+7dsWP/h++9tXLc2LcW7YsnCkbnD69esbG5q2PvJRytWrLDZbGKxGN7lvv7h3t7+urqGvJxcp91RU1VttdqLikpqa+tTUlILCor6+gYgsCstLa26utpoNKZ4PUOD/ds3b/hg5/YdWzaeOfHrj4cP/vLj93MH+1obartamxqqK0bmDD17fH//Zx93NNdn+lO2b96wbu3qy5cuBAIvnj9/CdgToMrzeAIcjkAmU0F0Bm5GoKf92+LIhkRdCpUOO2mI1gUsIKCExBKFXKH5t2bNoNboDEYz6P8BkmO1OYwmG7DK4fdlctIulsiiY+Jee/3NJAQq2evLyy+02hxABfg7Msdq12j14BeArflkMilYy8B6rtcbOzq6rl+/sXnjpt7uHq/Lme5LWThv7peffXL4m6+OHjm8atnikbnD727dtH3zhhVLFi6eM/T78d8aG5tnRcQmYUh0Fp/D4VVXVg0NDeXk5BiNRqfTmZaWlpOTU1xcnJeX53S68/IK/P70mJg4HI6g0xnc7mSPx+u2mVYvW/TR+++e+PnHfR/vvnDm5LWL586e/HXx/NmL5g0vWTCnr7N138e7X/716JPdu5YsmLN84cJTv/08f/bgi+d/vgy8+PXk6fBIFJkmxZL5CWh6dCIpFkGJR9ESMQwsmU/jKCgsGYEmQuBYMUnksBhsSCQqOAIJo3IEjpWIYQRHIKeGxIPtOCwGCztvqN+TeK/Jyj2ZKg2PeTIjV2pi8rVMvprBkePJnNDwmKCg14L++RqdLfGlFzk8WaA5l2pdarNPonFCtCjYxqD/prBkJIYETeYhcBw0Ucjm6QkUgScl8/uffnweeHb06M8LFizcsmXbqVOnbt68+ejRg4mJO7du3Th+/Pjlq5du3Lp29eaV62OjzwKBC1dv0VjSoFeiQ2No4XE0Il1aXd81PHex3eHRavWtnUOVtW01DZ1tXcN9Qwv7hxc1tw/Q2ZKgoDeio1EcgdKbUTB34fK9n+67eePKnw/Hnv91//lf9+9P3Hjx9EHgxeOnT+7evH7h5G8/njt3/ObNS1C8nzy+9+jh3W++3v/N1/sni3dsPDEJy47HMCMSSDOjUSGxuEgEJQHPRlEEOIYESxcnEjhRSGpYHC44CjU9PAlKOBTvaAR5eljC1FkJMyORwTHYmdGYcAQtDs+Nwf5NS/0fnjE6XwWPQVcIZyyQ7uOo3DgU6fVpYUH/eGtqaAxfprN60rUWj0RjF6mswE8FXh708aAfhBIOzTdwc/E0AYkp7uqb9/ivwMtA4Icjx25cv3nlwkUo3iA7nxSsXbpyefzW6PPnz58HAuu3fzQrjvTqtPjoBEZoOFYqt3T3zWto7mBw+P7MnNqG1pLyhpq67oaW3qa2/vbu2Rk5pTNnxQW9Oi0BSZIqTRmFBR999vHE3Vu3b168d+fqxO1rt8au/ZfiPTp64d69mw8f3t6xY0MQlcbQ6gwQy02lMRKTkEgUxmS2UqhMEpkOiDSI8MITKBQqE0wykKpEozOB04LG4GJiE4kkWnRMAp3BgchONIZAItMZTK5ILEeh8dAcC4RSiVSp05u5PBFo0SlUJgZLBIQklcYSimTRMQlR0fHQplCoTB5fDHpdyBWFMDEyhaHTm+HTg2ZIozUSiFRIMeELJJXlFW6nq62ltaigMN2flpWRKRGJU1N8WRmZUMUXLhipqqjs6uisKCsvLy1bv2GLwWglkekYLJFKY4GVXCSWg7GKxxfi8ESxRAaFky8QlZSWi8TSN958G4KxQRTGYnMzM9LKSou9yW6FXCqViDIz0rq7OjIz0ro62z1up16nqSgvXbN6ZbLHtWjhgg/3fGAzGZeMLHj+55PnT5+tWbUaOlebzQG7bQ6HZ7c7MzOzQYuk0xn0BpNaozNbbHCkgLG5RCoHzppCodJodEwmG0AuAoFoMnMa1GQQMsYXiACOZne4cnLz3R4vGL1SfH5IE8/IzAZaiE5vBBJLYWGx250MJE6bzZGTk5eRkSWRyJxONxwXMjOzwYbu8/mzsnKsNpfDmaxU6ex2Z0ZGVlND49LFS4YHh2orK0bmzinIyS7IyV6/ZjXgQb751/73dmydO9S/Y8vGocH+zZs2bNiwwWKx6HQ6u8MjkSqdLm9KSmpubn5HW3tHW7tULDEazW53cmVldWZmdmlpeU9PHzDpTCZTZWVlWVlZdVWFy2kf6OlcMGeooqQw2WHNSU/duXXT0pF5s/t7Fs+fU1aYV11W/K99nywdmbtq6cIfDh88dGB/Zkba76dOwM7barXLZAogtDAYLCwWTySSxRKFTK4G3CmMf2RytVSmEgjFbA6PRmcyWRyBUCwQisGESaWxYFYEAySxRKFQatUaw+T7AmVVrlAZjGaH0w1pJVC/4b/Q6c0Wq1Ot0dEZrLfenvr6G28JRRJ/WobT5fk7G8ZiA8+3yWyFkG94uwVCsUyunMQgQtCcSCTp7x9cuHDxjm3b62vraisr5g0PtTc3zRse2Llt8+b1a498+83+fXv379u7bNGCDWtX7dq84fO9nxQVlSDQBBpbyOFLEhMRFpO5trY2Ozu7ubk5Pz9fp9N5PB6/319QUAAnqoKCIiQSnZSElMuVfn96VVVNSX52XWXpQHf7kgVzMlOT8zL9gz0d0HO3N9UVZKfnpPtWLF5w6tejW9avOfDFp4cPHHhvx9bO1qZnTx8/+evx6Nh4RBQ6Oo6EIfGiEoiTDXRkPAGJZzN4KphLY0i8JCwzDkmNSSLDbjsWQcGQeKBZmxoSD+P04AgkzG8TsIwkPAscSkSmZDKMcnLnDQ/4cpNIZefJjCyRliVUM7kyFI4+ZWZ4UNAboRGJKp3dnZJtdPhVBo/C4NZafTKdW6KyiRQWvtTIkxg4Ih1LoIH6jSCwyWwFmiQi0GQUhkQk048sXTHx4P6ZM+fmzx/ZsmXb6dOnr1y5cv361atXL4+P356YuHfnzp1bY9cvXzs/evv6n8+fXbtxx+5Of2smITiKFpXAxhAlWbk1Cxau7e6e09ra29o5VNvYVVrZ1NTW390/v7N3bmfvXKFUFxT0RnBwDIsnNzlT27oH93z48enffzt/5pcTv/5w9IeDh77+/Mypn8fHrt4avXj2919+/P7rU6eOjY1defbswdO/Hv755P7DBxN7du/6cM97gcCz5y9fDAzMj47Fx6MYMUhaWBxheiRiRgRiViw2FkWFAHUcTQh9bTyG/reELRYbFoeLRpDhzDRJxAuNwQTHYMMTSXFYZjSGBcCWSc8YMNdgyT3ZecOhCtLGyBwpji6ISsQFvT496NWpCDxdZ3ZaXT5AnUNUqFBpARMgzNtBQkhkStBkHoLAhu1JEo6BIXPt7vRD3x3762ngpx9/OXXi97Gbt0GnBsUb2u5LVy5fvX7t2tXL9+/ffx4InL1wgy3UvjolZlYMeXoYls1Xp2WVzl+8sraptaK2ob6lq6SiOb+4vqGlF/LXy6qa4xHEoKC3ImJQAonW5PIsX73m7r3b42NX749fGx+7fGvs2u3xm/9b8X7wYAwmItu3rw/iC0Qw7mNzeIB7xBNI0TFxYHGBmw7kePL4YrPFAR8GSloKlY7FERBIdEIiIj4ByeWJMFgidMlcnggg5OATi4qOxxMooNABTqpUpoL1IY8vFopkWp1JLFEIRTIiiUYi0xFILI3O1upMcBeDuu5wJsPnI5WpICF0VliUSq13urwQ9U0gUhlMLg5PJhCpBBzeZrH6famF+QWd7R1atcZhs69cviIt1Q+y24K8/GS3JyXZO2d4tteT3NTcXlZeTSLTISWFRmfD1yKRymvrGowmC5PF4fGFsOAH3JVCqUaiMHB8kStU/rQMu8OlVMjS01I9bmd+Xk5Pd2djQ11Gut/psFEppMqKspLiwg3r1+3Z/X5He6vRoEvz+8qKCndt3wZj8y2bNttsDofDZbc7VSqNyWSRSuXg89ZodEajOSMja5J0lp6RlZOb73R5DEazTm80Gs0gjVYq1TQaw2Sy2O1OsVgKm1TwcwPiw2yxsTk8o8mSlp4J2aAudzJAVyDc0+3x5uYV+NMyzBabyWyVK1RUGsNmcxQVlZSXVxYUFHm9PqfTnZWVY7c709MzzWaryWSBpMuqqprs7FyHw2W2OADLo9HoFAqV2Wjq7+2rra75YOe7swf666urhvp6169Z3dnaUl9dtWj+vLam+vbmhgVzhrZs3jg8NLBt27aysjKhUCiWKDzJqQajFdLGaqqqt23Zmu5Ps9udqalpGo0uMzO7tbW9rq4hOTlFIBCpVCq1Wt3R0dHc1JCelpqXld5QU1lbWbb5nTUjc4ZG5gxVFBdUFBeked3LFs5fvmjBnRtXjx/7Ycv6NVlpvnnDA2WlxYGXz188f/rs2QuPxwvMMqFQTCZT6XQmhUJjsngwA4c2GlinKrVerlBJZQrAswiEYg6XD7AEcFVwuEJQqMFQSqnSwShbrlDxBSImi8Ph8pUqjdXmAM+Y3eEB8prF6jSabEaTDdbYRBJl2vSZMbHxANhxuZNT/elgBPg7283m0OoMYokMEsfBOgisPZDXAcglL69g17s7uzu73n93x5KRBetWrTzw5T4QBzTX18wd6u/tbKsqK/5870dfffrxnvd2jYwsstg98Ug8hc5hMtlKuSI5Odnr9S5YsKCrq0uhUKhUquTk5IyMjPr6xpaWtqKiEiQSHRoaRqXSbTZHVVXNonnDpQU5VaWFLfXVKxYvWLV04Zb1a9avXl6cl1VakNPaUDN/uP+97ZsfToxdOvf7+zu2dDQ1rVy6aLC3KxB49vjPRydOn4uKwSYiGUg8OzwWN31W4oywJGijE9B0MlMKAG08VYgh8dBELhLPRuLZsO1GE7mgWYNXhUahQyJREQmEODQtHkNPxDEnU6Xhtg6C88nKDTtvsdYuUlm5UgNHqmMJ1RSGOC6J9ObUiKB/vhmPIFocqY6ULLXJo7GkQMKVVG2H+i2QmWD/zeCpqGw5gsSmcOQ4qjQJx6NxVByB2p+V9+XXh+7evf/11wdPnTp9586d0dHRmzdHL126cPbs6RO/nfzuu+9+/Om702eOP33x+HngxaO/nn6094t4vPT1YGxYHCMRyxcpHBXVXX0Di/sGFrV0DNY39xSV1dc394DafHDOEqPV+89/vPXmmyEMjlSus1U3tG3esu3997bv3LbuyOGvzp89fvGPk7+fOPrTkW+++vKTH7478PuJo1evnnv8ePzFi0ePHk7cHrv+4P745/s++frAl0ASnTt3SVwCKRZBi0wkB0dhpoQlTA9PmhmJDI/Hx2PoIM2DIM4kPCsRx4zH0OPQNLiAihoSnjA1NA5wOiHR6FnxhGgULQpJnQSu/S3O/7cRHxbe0HZD8f4b28JX4pliJIkdEpUU9MqUN6aG0Jg8m9OrtfrkehfUb6nWActviPoG8hp03kgiB64YJIXKVbCE6o6eORev3Lp67daR749OjD+AbTd4xi5duQxub9CvTdy7+zIQeB4IlFe3BEegp4VjZyXQsQS+Mzm7q39OR+9gV/9wQ2t3YWlDflFjQ0tva+cQOO+JVF5Q0FvBYfFsvkJtcvQMDN+8OXp/4ta9O1fHxy6P3b565+7/Wrxv3bp88+alp0/vHz367d/Fm8nigOmFzmAlJiEjo2IwWCKFyoR2GYXGwyxarTGQKTQUGovDE+ElBCIZmGuQAAbdOZnCkMnVkLoNDQcOTwbECtz4hCIZINBFYjk0MTAAJxCpRBINgyUmITDRMQlSmcqflsUXSECM5nAmQ6MjEsvRGAKBSIU/+QIJg8mlUJk4PJlKY+HwZDSGoFaqUpK92ZlZeTm5mzdumjt7TnNjU31tnVKuqKqoTEn2Jrs9DBpdrVTt/fiTtpZWDleYl18M1jUQwycmoSVSZW5eQUVldao/Xa5QOZzuvPxCX2pafkFRUXGp0+VBY3CxcQkEIhnEXza7M83vE/C5Aj431eetq60uLiqQSkR6nYbNYvC4bDQKsWTxwvy8nLbWZpfT3tLcuH7N6i0b1geePwu8DGzfuk2nM4hEErc7Wa3WejxeuVwJgcoQSyWVyg1Gs1KlSfWn+1LTUv3p0LdJpHKr1T5Z48H8bTZbpVI5BD/DnhtE5gajWSSWQvGATzvF58/KzvWnZaT60wsKi9MzskDfBM29RConkig6naG8vDIrKwd0c+npmdnZuenpmQUFRWazFUbWIpEkJSVVq9Xb7U6hSKZU6Wx2t0ql4fEEDXX1tdU1HW3tO7dtPXTgq0/27N66cUNPR3umP3XD2jUVJcXV5SVKqWior/vC+XOzhwf1en1vby+HwwGkiVAkMxhMxcWlvd09I/MXVFdWmc3Wlpa2pqaW+vrGnp6+jo4umARAEHhZWVlzU0NDfW1LQ63FoC3MzVo4d3juYF9zXXVjTWWGL9lhNmT5U4rzsj/+YOc7q5ZtXLvS53Ge+/3EksULL5w/Fwi8ePr0uc/nZzLZYrFUKBRjsXgajUEgkHB4MvyQwyFSodTCFF2l1qrUWhhc8wUiNocHvx1weAVUC+B+JVKlTK6GhbdUpmCxudCviyUyvcFkMFpNZrvN7nZ7fG6PD8JL5AoNXyDS6Y0SqTwiMvrV196gUOmgTsjIzLZY7SazFXC2bo/XYDRzuHwCkczh8g1GM4DuwcDG+7dDwel019XULl285Oypkyd++Xn3rp3LFi3IzUwbmTu8aP6cgpzM6vISv9d96refb1z8o725qbi4tKi0isLkI9AEMpkqFUtMJlNGRsbQ0NDixYu9Xq9SqaysrGxqampqaoEFB53OjI6OhdFRSUlZa0NNYU5GflaaWadatnDe2hVLRuYMdrc1VZcVlRflFedl9XW27tq26ecfDv/8w+FN61bNHxo6f+ZUe3PDk8f3YWyORNOj40goAic6kRQcgYStNhjAUAQO7L9xFAGOIsCS+bAaR+LZcUhqPIqWhGXGIijwqlnRmPBYXFgcDghfcWgayNZAJwVRItClTUrNeTIjT2EUqMw8hYknMzKFGgpLhiZyQyOQQf94459vTOMI5SZnqtbi0dl9coNTZUqWaRzg+QbnGOy/aRwFjslHkrl4pjQRy8VRpXSuUqQ0tnT2Xrs2evr02bGxOw8fPhwdHT1//tyJE78dO/bT/i8OfLTn4/1ffnby1C+PHt+9OXb9+MkTP/78i86dPyUcNyuOkoTjMfnawtLGufNX9/SNNLb21TZ2FZc31DZ2dfbO7e6fv2Dxmoyc0rfenPnKK9OIVJ5Ars8rrly2fOWG9avXrhz58IPto1f/+PPR+Pmzxw8f/PLTj987eGDf99/+C9puKN4Xzp++c/vGoYNffXf4m5eBpy8DgZGRFYkIajyKEZVEmRmJfiM4BiB3MyOSIhPwCRgaksDCkLk4Kh/67HgMHeYc0QgyCMvDo5EzQmNnhMaGRCGh/45IIIQlEAG4BlqE/4z6/h8UvMniTRFoMAwJmsqPw1BffWtGUNBrEZGxcoUGTlEQ+A3ktb+1CzIjmMcIDPHfUSUkLoLAjsUwGAI1jsrXmdyffv71X08DPx87fnvsLlRuWHjDwPzKtavXb4xevnHjxu2xp0+fBgKBXe99iMAzX50WPyuJFZ1IUehclQ0dPbPnNXX15pfVFVW0lNV01TZ2gYWvu38+T6QO+sfb00NiSDS+Qu+srGk+efLko/t3JsYu371z9b8X7/Hx69B579u3JwhG34BzwhNIGCx+ZnAogUiOio4HkTmNziYQqaC74fJEQpEEBuaQWQJh3kzW/x0MMphcDJYIO2yhSKZQakViOQyiYXhOo7P5AgmPL4ZlHmjQQBmHROGUKh2ZwkhIRIXOisThyTK5GoHEQrPC44uxOJJILHd7fFKZCo0hQHMMmZ4wLQd1T2ISWsDjqxTKlqbmlGSvz5vidrpKi0tysrKLCgorysqlYklDXb3FZPZ5Uz7a8+GyJUtNZntlVZ3T5QVaC5wDtDqTUqWBGsZiczlcvtvjBfKJw+nWG0xEEiU6Ji4xCQl2+VR/ekd7a052plDAU8ilKV5PeVlJeVlJbU1VWWnxsqWL29taRhbMq62pctitebnZToetoqR474d7JsZuBV4G9nyw22KxZWXluFweFosDPSubzeVy+UKhWCqVG41mhVItEIqhzUrPyHI43S53ss3uhAGvUqmGnFCr1W612m02B0SfwUg2xedPS8+EZbbV5uBw+XqDCVKqfKlpvtQ0mJZDcw+rU3Ca8QUiAoEEfbbD4UpPz3Q63RaLzeFwZWXllJVVWK12hUIFKBsQ2WVk5ro9Pk9yqlQqT05O0ajU9bV1a1evKddUYlYAACAASURBVMrLXbtyRUdL82BvT3N93c5tWyHavLO1qby4YPP6tbfHbi4cmd/c3Lx9+3atVmswWiGExuXyFBQU5WbnpKb4ykpKdTpDWlpGf/9gfX1jdXVtW1uHzeYQCsUkEkmv1xcWFra1Nrc0N763Y6vf6/Z73SX5OXMH+zasWdnV2rRyycLtm9Zv37T+0w8/+PrLz2orSnram+urK5rra1YsXzoxfvvli2eBQMDvTxeJJDqdASyCZDKVSqVjsET48QZcqESqlMpUcoUG0LBKlUYmV/L4QrioNAascmAKxeWJYAfEF0iEIsl/fjDg0LU6g9Fkg42Dw5lstblg8iRXaIQiCXTqWBzhzbemhM4KF0tkRpMFckoA2GJ3uCbfLxgUgfkT8s3Am8DjCRwOl0ql6WhrX7hgZP2a1RvXrX1n9aqF82avX7Oyr6u9p6N1++YNVWXFtZVl3x/6+ui336xduWLz5q3DcxfSOaIEBBaPJzJodK1Wm5OTAzo1t9utUCjy8vLa29vr6xvb2jrKyyvpdGZERBRkgaempjXXVc0f7l84d8hu0tVVlq5cMrJ2xZKVS0bmDvauW7l0x+b1O7du/P7gV+9u2TC7v7u1oaa8sHDX9i0f734vEHj26MnD85evxSeSUFgOnipMwjLB+gWdNHiQJrnlYOxG4tmQRBKTRAY2ZzyKFhKJmhIcB2rz4ChURAIBCF+Ty2/o9kDqPNnqQbVgyfU8hZEj0/NkRoZATWUrKSxFLII2NTgs6JW3QiPjuRKNzpqstaWozB6N1SvXOmUah0Rlg/rNlxphck7gitFUHo4hQRHFaJKEQJPQuHKDPeX773+4fPnqvXsPxsfH//jjj19+OXb27OnR0Wu//3bm2E8///jD95cunxufGJ24P3Zn4vbLQKCkqX9aDOaN0ISIJCKeLvJmFA3MXjowtKSuqbuytq2korGqrh2s3vMWriosrQsNiX711elxSQSuRJPsz549Z963h7767uDn725b/8eZ3+6Nj144d+LiHyfPnz0+evWPyxd+B5LX+Pj169cufnvoqyuXz/9+6rczp09A8Z49e1FsPDEBzUzAsiISSNMikqaHJUwJiZ0SEgv2+hgEKR5NReCZsShqApYBGNRYFDU8Hh8SjY5KIsXEo2eExk4Ljp4RnjgzIik4CjUrFhsSjY5MJMYgKZOZJZNDkUng2iQwlSFQ0/kqAk+NY8nwTDGawp0VlRD0yptvvjUtKQkpVtsmQ76lWodIZQVqPagZmEINMNcmZedJRC6GJsJSBRS2tLG179qNiT/OX7l5486NWzeh7Z4kpIJ+7Y9roxevXnvw4F7g5fMrV66JZMZ/TIubFkuPRTCIdHFeae3I8rWNHX2ZBRWl1e0lVV1lVc2NrX0tHYMDsxcrNNagV6dNmRGJwFDFSmtGdsn+/V89vj9xe/TS/Ynrt+9cuz1x/b8U79u3r967d/PcueNBOr0RicKAdJnN4fEFInBvR0XHI5BY8H1RaSyou/EJSNiOS6RyoUgyiWBLQqCgZoMoHYsjwRCbyeJBEmhiEhoga0aTTaHUAmQN2hGJVElncMgUBkzpQZpOpjCSEBhAltLobLFEAbJboUgGi3MqjZWYhIbFOXT8OPzfsZ4w99ZrdUK+oKOtfaCvf/HCRen+NJvFKpNIdRrt8OBQdmaWRCQG85jDZpeIxEXF5eUVNXX1zTCBp1CZgFJPS8/k8YUJiQjoViHMo6q6Fm6RAJGNjIqh0ZkMJluuUPX2dM2ZPUQmEfJyszesX+dLSZZKRDnZmZUVZW6Xo7GhDnAuJCKeRiXLpOLu9rbfjh0NvHzx4tnz3e9/AJzLioqqjIwsoK8AM4vJZMtkitTUNLfHK5Up4DChVGkgzsvt8drtTq1WD2tvaN8NBpPFYtPqDAKhGCxDYCCGsmG1OfxpGRAd5nR5IHzMm5Ka6k8H0xH4jL0pqQBD5XL5dDoT+DBpaRmlpeVZWTmwic/JyQMTvNPpTk5OsVhsWq1eIJQqVTq35+/9fUqyt7a65tNP9m56Z93m9e8U5GTXVVUmOx3d7W3f/Gt/Rqqvqa66u72lsrQoLze7pLhw8eLFIyMjg4ODsGexWJ2ZmdlFRSW11TUpyV4+l1dQUGQyWRobmzds2NTfPwgzfKVSzWKxmEymx+OxWkxVleVfffHZovlz3HbLe9u3HPjiM4/d0tPe0lRb9e6WjZ0tjZ/sfm/B7AF/stOglmuVstbGut0fvPfi+dOXL569fBkwm60CgUivNxqNZjabi8HgmEw2kUTDEyhkCoPDFcJ5EUoyKBYhVQxUAhKpnM3hIZBYmA/B/BxsYwwml8XmQuwYxH5PvkFqjQHm5Cq1HqySUplKLFFAaYdmPQmBevOtKYlJSKlM4XInw87bZneCVcxmd8KMHYi2YCwEQ4RObzSbrSqVxmAwlZeWfX/4uzUrlm9ct7aytKSprjovK33/vr3vv7uttrJs4bzZvZ1tvZ1tTVXlcwYHdu/+cNnKdSq9FU+iE4lkhUxuNBqzsrLS0tKUSqXVavV6vU6ns6mpaWhodldXT2lpOZvNjYiIwmBwPJ7A4/H6k50rFi848MWnw31dcwZ6jh359uMPdjbWVCyaNzy7v3vXtk3rVi7dtW3TcF9Xlt+rV8ksOt3m9WtP/HJ00io2dXo0GselsGQ4iiAOSQ2JRAEAZGY4IjgCCUGTsQhKApoOhRxgqLEISlgMNiaJnICmB0cgX58a+fbM2JnhiOnhSWAyDo/HQ/8NrqHJ4g37bxA6MQRqtsLAVhiYYg1bqqfzNTSemis24yiS2CT0a29PD/rHGygiXWdNVpldOrtPa0uB4j05PJ8s3iS+lCpSYWgiFFmCpynQJBGRLuZJtUuXLj937vz16zcOHjy4a9eujz/+8MSJ365cuXT1wvVL5y7+9OORs2dO/PLrkUuXz917MP785bOhZe/E4BlToxCxGCqWxlebXM3tA/MXra5t7CqvbimpaCytbKpr6oZqUVBSGxWZ+PrrM0PCE7gSjcme3D8wdP/e7aeP7/xy9PC98dH7EzdOHf/p+C9Hfv7p29Grfzy8d+vy5TPnz588dOjLT/fuWbpkwY8/HL4xeuXxo3sgWOvpmR0ahohD0tFkAYLAjUSQZkYkTQmJfTs4ZkZ4YkgUMjQaBXnek8UbYObAX4tKIsUlYmeGRk+ZETkjNHZGeGJwJCIkGj0zEjnp+U7Cs/5H/QZdAuw1oBGn81Votook0JJ4KiJLjCbQQmdFvvrq66+/+hpbrFMaPWqzF5pvodICnTcMz1kiLYUjB9k5msxLwDKQZH4Mmk5mywh0oVxtOXDwh2vXx27emrg5dmsS0jJpG4Piff7ylYcP7wee/Rl4GXB5s6ZEYKfFMxA4HoEmcvqy23qH2/tmVzZ05Jc2ZubXF5TUgv9+aO5SrdH1z9dnvDk1LDoeyxUbnZ6MXTt3P7o3fvPq+Yf3btwevzI2/r9me8MzEOkdRCJTJVI5mUIDdDkQm7k8AYR2M1kcjVaPQKLRGBwAnCFuAU8gkchU2L3R6EwEEg0rcDyBFBuXAH4zLI6AJ5CiYxKAbQ64U5VaD4o2MNIApCwxCYnG4GB5DDgLmIHHxSOmTJ0JBwgUGq9QasHVDcBzvcGiUGohUFkqU+AJJDDXSqTyxCSkVmeSylQ4PNnl8lRUVNmtNi6bIxaKsjIyS4tL6mpqqyoqc7Nzmhub9FqdWqnqaGv/8cgP3Z1dkL/JZPHA7QYUd5ghgxvHYrVLpHKIskYg0UgUBr4EJotjMJqTnY6aivLSwoKF8+Zu3bihurws3ZeS7HSUl5WYjHqH3ep02HRaNZNB86emlJeVLJo/b9M76wIvXzx/+mzLps2gzlUq1V6vD/IwrFY7lEPYNHu9PqFQrNMZDAaT0Wj2+fx2u1OvN/J4ApPJkpqaBi04DM/BoGwwmAQCkUymAP+Yz+dPTk7xpqS6Pd6s7FyNVi9XqHR6I7jdQJ8skysh+iItPdObkiqTK0UiCYFAkskUsFoWCsXp6Zlud7LLnQypZSWl5RBSCc2fTmcAFTrU1KqqGofDlZaW0dvZ9c7qNclOl1mvKy8uWjIyb9miBUtG5s0e6J8zOLBw3twUt6uipPjYD0e+/OzTJSMLXE6v05FsMTtg2Ov3+00mU2Zmpt/vz8rKKigoqKio8Pl8vb29BoNBJpPJ5XISiWQ0Gp0OW11tdVNd9ZoVS+fPHjx25PD+zz5ZNG92VWnR/OGBod6u6rLiwpzMlvrqvEy/3aRbv2blezu2Ll2y6Pq1Ky+eP335MqBWa5lMNpfLFwhEUqmcyWSTSBTIA4VsewAcAYiQyxMAOwXivYUiiVyhEktkSBQmCYGCX5/JkRWTxWEw2UAmlitUYP8DlZlILAWGuVAkgUw/FpsrEku5PJHRZHN7fHC0nRUW9cqrb7LYfJiH6w0mkFJOInrA8A16CFiswFZeqVYpVRqzxZnqy144suzD3R/NnzdHr1Oq5ZJVyxZ/9MGuzevX7tiysa2pfuvGd8qK8tvra3ds2vTn/fv7931ekF9CINK4PDFPqACIOrwpbndyampaQUFRYWFxQUFRY2NzYWExhUJLTESg0Vgul6/TGdJ9Ka2NDe/t2L5s4fzutuabl87vfX/nO8uXrFwysnRk7tKRue1NdQ3V5d1tTTajtr2p7pv9nx45/NXcof6XL569DARO/3ExOg4Vm4TF0YSgGY5FkqfNip8RGhscFj9zVtzMWQlhUaioOFxkLDYiBhMdj49JIETH4yMT8OFx2MgEPApHj4xFvzklZOqM8BkhUdCyh8VgoXEH+ziGxJvctgInZNKkxBRqYOgKw1vgbgI6bUZ4YlDQG6+/MZXFFljsXoXeqbf7J2mp0HxDWiiTr2bwlSSmGEfl/3vCLyTQJBSWIju35siPv9+4PfH+7vdWrFq6fcfma9cvXbt25fLlixcvnj9x4rfffvvls8/2nj596s8/H7948ezshYtsgWxGBCoBK0jECQUKa35J1cDsOR09c6rq2nMLq8qrW2obu1o6BiGeBI9nBgVNCYlCktgSuc5WVdf4y68/PX1y95dfvr9+/fyLF4/Onz95+fKZK1fOXrhw6tSpYz/+8O13h7/+4P0dX36x98L5048f3T3y/cGfjx2BAK7FS1ZExyGiEnF4hhBPlyQSOCFhmKkzY0MjEoPDo6eFhIVExISEJ4RGIMJjceGxOPg+h0ahwXwfEYdPQOCnB0e+8XbwlBmR04KjYf8dHImYEYEIi8MBPwcuoOBBpufkFnzSP0biyGgCFV2opnDkGAo/OpH05vTooKCpIRFxYoXOYHWLVSaZ1qowuvgKI1emF6rMPLmBJdbQBUoyR0pgitAULoLIwlB5WKoAgefjKXIqW93WNffazfs37twDTstkqhhU7tGbN/64cunMhbN3745DptTHn3755vTo8ARKVCIjEcdWGF2VDW09s+c1tvUUljZk51eXVDSXVbVW13d194+4U3Lfmhb56puh0fF4ulBldHjnLRyZGL95b3x04va1sdtXx8ZH/wuk5e7dGw8ejJ048VMQkURhMNlJCBQ4thOTkNExcRgsHoFEY3EEqMRIFAYMMAwmG4PFc3kCuMVjsHgOl49AouMTkgD1zGJzSWQqCo2FRFEcnkhncJAoHJBNIYdbIJSq1Hocnjht+syQ0DCAuME/SCRR9AaLRKoEa2xwSHhsXBIOT5bKVHqDhcni0RmctPRso8kmkSotVqdaYxBLZEQSBe6ncPigM1hkCg3o6EqVrqenLy+voKqisiAvv62lNScr22q2NDU0ZmVkEnD4spLSpobG/Ny8qorKqopKhUxuszni4hJweDIGS0SicEC+BKw0qHnlChWTxSmvqNIbTFyeAI3BYbB4lVorEIotVntuZkZTXa3TarEaDcsXLyrOz3PbbZWlJTnZmUhEIh6HMZsMZaXFba3Nc+cMO+zW+uqqZYsWvnz6V+BlYP26d2QyBYRZMZlsuVxJozEYDBask4VCMYvFUau1QDt3OFxyuVKl0thsjqysHFCny+VKYHlC4LfZbJXJFEKh2GKxwWRbJJJIJDK73elJTpHJlUDp8iSn8AUiDBZPJFEgngSMZCazNS0902Z3+lLTlEo1gUDicvkGgyk/v7CwsNhstmZkZHV0drs93uKSspLS8oLCYrvDpdboRGIpTO91OoNSqRYKxS6Xx2Kx9fb2r1q2fPXyFb2dXWtWLJ8zONDSUOv3ur87eCAj1Wc3m7Zu3LBs0cKhvt7P935SXV5WWVpitThFQplY9Hc0iFqttlqtFRUVFoulra0tJSUFyOcLFiwwm80Wi0UoFNpstvLycqfD1thQN294YLi/p7y4oLej9fuDB4b7ujtbGod6uzJTvUIO020zt9RXb92wdtXShR++v7O7vaW3p+v8H2dBba7TGWBUTqczAdVCpzMJRDJEgkKqGBi7oX7DpJrHF0LFBe8loAnRGByoQeGDeXyhQCjGYPFYHAGqNXTtEPgmEIqxOAIag+Nw+TCK12j1CqVWqzMZTTaZXA2Z9yGhEeERMTQ602yxgYAxPSMr2euD/QiIz5UqDYfLh59h4P7SmQy5QiWVqVVKY3fXwI5t725Yv669rXHxgrkrly5qqquurSzbtmm9x2Ftaaj9YOf22T1dm9auPbh//3D/QHFROZsjJJEZIqkGi8VjMDipVO73p2dl5fh8/pSUVKDxl5SUlZVVKBQqIpGMRmPhrJnidvV0tK9btbK3o7UoN2v39i3fH9i/atGC7ramrtZGh1nvc9tdVmNzXdWeXdu/2b9v2cI5WzaurigpfPrXkz//enbhyvVEJGFWVAKWKgBOdQyCNG1W/NSZUTNCY2fOipsWHBsclhgagQgOSwwJTwqLQoVHo2dFImfFoEOjURHxuMniPSMkKjQ8DjzfIZGoWdGYiDh8HJKahGUicCxYfv+nVGoynhLmrrBqhc6PylVgqYIkHGPqjPCgoNeCQyKEErXGnKw2eyejxqB4Q1ooW6hlCdVUjozIEBFoIjxViCULiXQpjaNSqJxLlm28cXvixKnjhw5/ffrMiTNnT8Lw/Nixn959d/svvxw7f/7c5csXA4EX9+5NnDxz1puWMzMSHRxFCo2hEJmylPTcrr7+/uFFtY1dBSW1haV1RWX1tY1dXX3zGlv7+Hzl1OnRIVFIMkcq01qLy6s+2bvn/NnjBw58du7c8UeP7kxMjD58eHts7MrRo9/u2bPji88/Wf/OquO/HT39+28vnj95/OjuwW/2f//dN0+fPn0ZCKxZuyEmHhkajUCS2FiqKAHPnhWBmzIjZuasuOmhEVODZ4VGxoaEJ4SEJ00NiYdv9X9+t6MTSWgcNTQ8bsr0sJmz4oLD4mdGJIVEIUOikMFRKBClQ9QYyBEAYfuf78hkkAxNoKIJVFS+EjzcGBJvVjTmlbfCgl55KxFNFCt0KqNTbXIpTW6xxsqV6QVKE09uYEu0DKGKLlBSeXISW4JnCBPxjEQcE0UUEmlKHEXiTM7Z88m/7tx/DGyWq9evQdmevM5eunD+yoWxsZuwYjt34arK4AlPoARHEqKSKDy5obCirmf2vJbO/qKyxtzC2uz8qvLqtpqG7vbuuWVVrUSq4PW3w6Lj8XimSKoxdff33Ri9fPfO9f9v8b5798bExOjt21ePH/8xCDpg2FsrlGqhSAL3FBQai8Hi4xOSJiPF+AIRPA/sTAA4Y3GEuPjEhEQESNbhKAABoxwuPyEREREZSyTRFEqtUCRDILE8vlgglJIpDBqdCe0IrP0EQrFWZ+DyBBQqk8XmAwUaT6DgCZTgkPD4BKROb4bln95gAa2Q3mARSxRKlYZCpWOweIg4w+II8QlJGCyexeZjsEQmi6fXG4uLS33eFINOX1td09XRaTL8n9LOM6rpg23j7fN0qa0gguyRQRLIIjv5J//Mf/aekISdECHIHoKIOBGQWvcW3FattlpH1Vrbp8PWVn1qq611VIZ9FLUiHdbWmvfD/RxOv/Q95z3vlxxO4APknHDnuu/run5GvVbntDukEhRTqgr8+fW1dUcPHwkFy5oaGu12Z0pKGplCg1w7rKaByeF0eeCCKBSJNVo9/Jk0OhOHJ0KSh8sTuO02TC5j0Wl6NQatzu2tLTMb6ivKQ+XTyzrmzMZUCp83d25He6C0WI0pezoX3fjuSuTpn48f/XborYMYpoEaba1WX1oaNJkscO0Wi1GJRCoSiTFMI5XKrVa70+kGeznUm3u9fhSVcbl8Op0J1jaZTKFUYg6HS6VSg/xlsTh8vlAuV5aWBsH9BCWpBqMZVCNwo2EMFJcEIOMOpnS3O9doNAuFSFpahlarr69vhOR3aHqFP7/QZncCRzwQDIkQiQSVKRQqFJXR6Uw+X2gwmJxOt1iMWq32ns7FrU3NHW2ze7sW79y6Zde2/kJf7syG2kBRYYE3r6Yy/NqSnkMH9n914fyr3V3rVq10u7yoRKFRG7hcvkqlzs/PD4fDRUVFzc3NbW1tJpPJ5/Pl5+eHQiG9Xh8MBlEUlUqlXq9Xr9NMDwXrqyttJr3TampvaXrv+NF1K5cdP3xwxas9a5Yv7V28cOeWzaiQ+9a+3ZvWrpzXPqu9tfn8uc8jkT+f/PEYomJ0OpPN5vJ4ApFIrFKppVI5g8nC4YkZOAKJnEUgkuCtAfnJbCodxjODyaIzcsiU7OSUtJTUdAKRBN+FzjVYqrPY3Ni4+ITEZIEQQaVy0O5qjQ4Ro3RGTnoGnkAkcXkCWKqbLTYVpoOIGvjjVJguk5T93PMToqdMRaVyiPJDph/yBRDWVygxBpNFzCQTiCT4bTPJJB5fyOYI+TzUm1fY1NC8ft2avs3rPv3og62bN8yf0wa3f7fdUl9d2bdh7ZnTp65eunTojTeW9ixZsXwNKlVlZTMTkvHJyalcLh9q77xef1VVTUlJwGq1i8WowWACfolYjOJwBASRYJimyO/LczmDxUU2o66tueHAru2Xzp3ds7Xv/ZPH9u3atn7VsiNvvVFVHizyeXb0b3xz765tm9du7Vs7eONq5OmTp5HIjcFb8Um4KdNSiDQB/B8HNEXU1JTJMcnRsakx03CxCYTYBELMNNzUeHx8MikhhRyXSIyOx0XH4+JSSHgSMzYB99yLkydNjpsSmwxB8KmJmTBL4CiOI3OINMH4/IbmNRgSf8WOjW/Uc4QqEkNE46AZhOwJE6Oee34ijkhV6p2YKVdjylPp3cAJBc85ZMY4CMbky2kcNDtHQqIJCVkCMl1M5yhoDNTmKDx09PjA0M3vB66NPrx35btLFy/++8svL7z33rubNm349NNPfvrp4Z07/3n69MnIyO2z5y+s3rAlmy2LT2dHJ1CT8EyN0T5rTkfP0rXNsxZU17eFwg0lZdU1DbNnzVnc1tFVUDCdkMl6KSoRT+WyhHKbK3dmS8Oalb1Hjx64fv3S6Ojtx48f/vLLfZjfQ0NXr129/PrubR/+69QH758ce3gv8vTxreHvf3/8cyQSefT4t4WLul+Oio1JxJFzRFSOnMhAUjNY0bEZUVNTJkXHToyKiYlPjo5NnRyT+nJMWlQcDl5t8BjGJBCnpVASUwgvTYp57sXJL0cnwvCGLvS4VMp4YSqs3DMoHKhSITORv1La/vs1T0bjy6m8/0LTs3Mk0Kb3zLMv/vOlydlMnsrgkKrNYsws09lFSiPob45E/dfJTc4RZTIEaSQWjiIkUMR4ipDOQmfUtn717bXbI3fGe1L/c+c23L8Hh4euDd68PnhjYOD7X34ei0Qivz5+Onv+0hej06Pjs2KSyCSm0J1fOnvh4ra5neUzZobCzfnFlSVltXVNc2fN6W6f1+vwlERNTZsck0rKEfEkyuZZrUOD18ce3B69/8PI3aGR+38ru+/fvzU6evvhwzt37w49A6tmMJwDV4rD5XO4fByeCOZzFptLpTEoWVQQBKCnY+PiCUQSjc7MwBGgZ41EzgKnOg5PJBBJfIGIxeaKEAlQSYAyQqOzBEIJiFq+QISptaBcyZRsESJBxGh6Bp4vEGt1JrXGAIBwApFCIFKiomNpdJZaYwDjrlZngo8CXJ4IjosQUoda8mwqnc7IgZur2eIQi1ECIbOpofHVJb1vHzy0euWqdWvW1lRVN9TVV1aEjXpDQ119bXXNyuUrKqaX57o9y5atcLk8NDqLx0cwtR6sQMDzMBjNcPa22hyULCq4eVGpPDUtA3gVUpmiON/PY+Xw2axF8+YW5/t7Ohe1NDYs611SXFQQrpheWOCXomIxIvTmebb0b164YF5NZfji+XOgvA+++RaGaQAa5vX6KyuroKxKKpWD5IX9uVyuBCoodHYqFCoSiaJWa+VypVyuzMlhKxQqq9UOu3Q6nWkwmAKBssLCYqUSQxCJ0+kOhcqBQZLn9UtQmUyuBCO62WITCBEJKgOEiVAkttocXl++z1/g8+Xr9UY2m0ul0plMlk5nKCoqsdkcFqu9sWmmw+kWCBGL1Q4/7HLnWq12u90JRWx6vdHl8hQXl1ZX1ypQaaCo+PiRo/v3vP7luS+++PTj0yffWb96xZLFna1NjS2NDbu3b9uzc8feXTtnNtRv69u8c8ceq8VpNFjtdmdNTV1dXV1ra2tFRQUUm1dWVobDYY/Hw+PxwD+FoqhGoykuLva4ndVVlUX+PITPWdbbvby3e0f/ptMnji3pXHDy6NsL5rQtmNPWXFddWuDNc1p39G88+8mH+/fs6ule/OSPx+A2N5utNBpDKERgXWEyWTBMw+ML09Jxaek4GMYwuYmZZDB/ZFPp8Axg+oiZ5PiEJByeSKZkw/6ckkUd37HDqUiFaVCpnMPlC4QIIka5PAGsedQanVgiZTBZ0AIkV6gVSo3JbHd7fGAcodFZz/7jhZcmTAIkDNx0oIcHytSg9UWt0UHUG+7xcqVCKlOoNUazySWXqRUyZeeiBdu2brp+UUchkwAACP9JREFU5fKVSxe//ve5D06d2LJp/cyG2hnlZbu29e/u37yjr+/E4cMrlr62c8eexqZZXB7CF8nhcF5eHobEfzg8o6CgyO8vyM8vBMRZVVWN319AozHkcqVWq1cr5OFQmVwiVsvR44cPrurtPvuv02dOv/vFmQ8PvvH6nNammnCovqqiJhyaMT3w1fmzw99f2dq39sTRtwFj9c3VG1Nik5MzSOlkNpmJMAVKBk+Go7BjE3CAnpwckxo1Ne2VKSkTJyeCCo+ZhpsckxqbnBmbnJmYkU2ksOIS8f984ZWJr8RGT02KnoYH2hWExeExBc+A1g4QfEDIAJMUU6DMZqOAAIcgGUesgf6vrBwkg5A9LT7lmWee/8fzL/MkGounBDN4FFrnOCF0PO0tkOo4CJYjUNA5MhJNiKfwSTSEzlGIUROLI6travn2u2+Gfxj48cHI6MN7Y2Oj169fPXv20/fff++zz87cv393aGgAIuA3h2998vmXDL4qOoEan87OoPCUWnN1fcOS19Y1z1oAabHiYFVV3azGlnmz5izu6lqhxGyvxKZlMgR8VO3xFVRVV/R2z//gg+MDA1eGhq4+evRgbGzk4cM7169f+uKLj069e+zsZx99fvbj4aEbvz0a+/PJo28uf/ngxzuRSOTxH78vW76aQKKmEKgpmQwiTcSVGkhZSFxiZnRs6sSoqRMmT4mOS5wUlfDipGlgSohJIEbF4SZNSQXDQVwyOQ1HmfhK7D+ef3nCK9OipqaA8o6Ox01Ly5qaTIpJyvxr+TyBygc7ITS3QMUpzG8qT5aDYGyJBk4YJJoQXIoTJsc+8+yLsYnpQplWJNdJ1BaVyc1FNXyZbnxyM4UKOl9G5aIUFoKncpPw9BQCJ50oYAm0LJ5Cb/YcOfHeyL2742yxO3dHbo/cGf7h1s3BgetDA98P3xwY+H7s4YM//vjj0e+RfQdPkZjSZDw3NiUriUDTmJ0zO+a3z+8KV7eWz2gpDtZYHAXh6tb65nmt7V2VNbMoNMHUeHw2F+WKFQ0zm4cGr/8ydnfswe2Ru0N37v1v3eZAMRkZGfw/D2/gGYPUhkQK3La5PIEIkUDDVA6LA3gGrc4AFdDQfoqIZaCbwbADCVQeX4iIUTjOZVPplCw6oEUZTI4EVQBMLDUNT6bQBEIJDk9iMDk2u9tsccApXSZXQmkzMBnFEin0vvEFYkQsM5psHk9ebq537eo1zY1N08tC8zrmzuuY29W5uKV5pkggLAsEjx97x2q2dC5cFCgpNeoN8+YtMJuteAIZEKUKJQbF0aC2IeFjd7gEQkSFaYCwSSJnKZQYmLRrKsN9G9aXBwPB4qLyYGDdqpUOi7k6XLFm9Upgg/Yu6V64YJ7b5eju6uzv21RXNeOrC+f/fPxb5Gnkzf0HgL5sNJqdTndFRWVpadDjycMwjUgkBtuz0WiGW6PFYtPrjZALFwoRjUanUKgUChWLxVEqMZvNYTSaRSKx1+t3Ot1gFC8vD4fDMwoLizUand3h8uR6g2XTtToDhIYDwZAn1wv29eqaOp+/QK5Q2exOCCBBmFuj0YEHXqvV6/VGBiPH6fLMbu8oKi7V6Y3FJYHp5eFAMJTn9ZvNVnC8w/B2u3NLSgK1tfWtTc3dizpPHT/R07lo7coVm9atPrh/777dOzasWW0zGT96//TeXTunB0ovnj/X3trSWFuze9c+q8Wp05p0OkNJSaCoqKi0tNRmszU2Nvp8Pr/fHwqFamtrfT5fQ0NDIBDw+XwYhrW0tITKAqGywIG9u7du3tBUV921YO7GNSvfPrCvvaXp2KE3X+tZvGb50q4Fc89/9vGKV7tbG2sHb1zdubXv5Il3AAkaiURyc70CgQhebb3e6PHkmc1WuUIFIQseX8gXiOCEBMaL8WfgAxDkMvCEzPFSBICEgvdbrdEJhIhCiYFQVmt0gGPH1FqzxeZy57o9eYBbxdRan78gNy9fpzdjar3eYAEuuMFo5XCFScmpOSyOVKYASq/LnRsIhuwOF5gN/fmFAI6zWO3gPBejElQq1+ktuZ5Cq8Xlcrg3bVz/zrFD4Dw4ffKd7f2b9u/ZVTujYvXypVcuXVz96pLtmzd/eOrUqmXL+/u219Y1I2K5SmP+u+E9Y0Z1fn5hMBhqb++orKySSKQ2myM311tTGa4oC+7dtXPx/I7OeXNaaquOHzxw9MC+13o6j7z1xva+Dd0L527v2/Dph6d39G9899jbd4Zv7Ny28dTxo0DCuH3vAZXBE8s1PFSHqm1qcx5mdAukumyGgEDOwZOYRAonM4tLILMziEwCmU2m8slUPpHCySCzoH+DxZPiMhlRMYnxSbjUDDKwxZJxdPCowyOZLoKVLOSJhXKjBLPKtA6F3qU258l1TlRtUxk9BkeByVWkt+erzXlaq09jzlVpzCJEFhuX9MKEaEI2l8FXuHwhe27A7Cwy2gv0Vv84eQwzuuVau0RlFkoNLIGKxpYzeSq+xCCVW3PY0ur6psvfXvrh9tDDsfujD++Njv5469bQ5ctfX7hw7vLlr3/99ee7d++Mjv44NjZ64auvr978YXrNbL09yEbMmXTEZM/tfnVp77L1LbMXzWxbWFnTAsq7edaCto6uFSs2FZVUcRAMUZk4iDLXX7hm7YobV78+c+b08PC1gYEr42yMmze/vXjx7FcXzw0OXBscuPbzTz8+/fO3P588uvT1BRjeTyORw0eOOz1+vS0PUZlYIo1AYZYqHLQcCZnKxZGyMzIpZFoOnsRMJzAARgInCUIWL4sp5ojUEqVFqTZRqOz4JFxcIn5aEmFaKjkxIzshPWvc2obL4lI5Uo5YA4F7NqIWyAyo2gbuM2C2ilUWodIk0zvVVq/G4tVafXqrX2v2YgYPjSWIjksmZjHNrnxfSUVJuKG4ol5jzVOZ3CqTGzN7dHafyV1o85bafQG7L6A0uhClGVHY+WILqnIyOTJEqu3f8frfDe+bPwwP3R4eHLx5d+T2Tz/99CQS+e7mvfq2HpHcwRRgbDFWFJqxalP/xi27FnWvmrtwWcPM+cXBmraOnoVdK5ev3tK7bKPDU6LSOv4/w/t/AHRJANpZYkmeAAAAAElFTkSuQmCC&quot; /&gt;&lt;br /&gt;
&lt;div class=&quot;MsoNormal&quot;&gt;&lt;span lang=&quot;EN-US&quot;&gt;&lt;a href=&quot;http://www.cvchina.info/tag/%e5%8e%8b%e7%bc%a9%e4%bc%a0%e6%84%9f/&quot; title=&quot;标签 压缩传感 下的日志&quot;&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;;&quot;&gt;&lt;span lang=&quot;EN-US&quot;&gt;壓縮傳感&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;;&quot;&gt;（&lt;/span&gt;&lt;span lang=&quot;EN-US&quot;&gt;&lt;a href=&quot;http://www.cvchina.info/tag/compressed-sensing/&quot; title=&quot;标签 compressed sensing 下的日志&quot;&gt;Compressed sensing&lt;/a&gt;&lt;/span&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;;&quot;&gt;）&lt;/span&gt;&lt;span lang=&quot;EN-US&quot;&gt;”&lt;/span&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;;&quot;&gt;是數學和應用演算法研究熱門領域，這項研究利用數學中的稀疏概念，&lt;/span&gt;&lt;i style=&quot;mso-bidi-font-style: normal;&quot;&gt;&lt;span lang=&quot;EN-US&quot;&gt;&lt;a href=&quot;http://science.slashdot.org/story/10/03/02/0242224/Recovering-Data-From-Noise&quot;&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;;&quot;&gt;&lt;span lang=&quot;EN-US&quot;&gt;從雜訊中重建圖像或其它資料集&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/i&gt;&lt;i style=&quot;mso-bidi-font-style: normal;&quot;&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;;&quot;&gt;。&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt; &lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;壓縮傳感的發現是一次意外，當時是加州理工學院教授（現在去了斯坦福）的&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt;Emmanuel Candès&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;在研究名叫&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt;&lt;a href=&quot;http://www.mathworks.com/access/helpdesk/help/toolbox/images/phantom.html&quot;&gt;&lt;i&gt;Shepp-Logan Phantom&lt;/i&gt;&lt;/a&gt;&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;的&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt; &lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;圖像，這種標準圖像常被電腦科學家和工程師測試圖像演算法。&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt;Candès&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;檢查的圖像品質非常差，充滿了雜訊，他認為名叫&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt;L1-minimization&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;的&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt; &lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;數學演算法能去除掉雜訊條紋，結果他按一個鍵後演算法真的起作用了。但在圖像變乾淨的同時，他發現圖像的細節出人意料的完美起來。他隨後向當時在&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt;UCLA&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;的同&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt; &lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;事陶哲軒展示了這一奇跡。第二天晚上，陶哲軒就完成了一組扎記，它們成為兩人合作的壓縮傳感領域&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt;&lt;a href=&quot;http://arxiv.org/abs/math.CA/0410542&quot;&gt;&lt;i&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;;&quot;&gt;&lt;span lang=&quot;EN-US&quot;&gt;第一篇論文&lt;/span&gt;&lt;/span&gt;&lt;/i&gt;&lt;/a&gt;&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;的&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt; &lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;基礎 (http://arxiv.org/abs/math.CA/0410542)。&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt;Emmanuel Candès&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;認為壓縮傳感（簡寫&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt;CS&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;）技術具有廣闊的應用前景，比如&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt;MRI&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;，數碼相機。數碼相機鏡頭收集了大量的資料，然後再壓縮，壓縮時丟棄掉&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt;90%&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;的&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt; &lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;資料。如果有&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt;CS&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;，如果你的照相機收集了如此多的資料只是為了隨後的刪除，那麼為什麼不一開始就丟棄那&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt;90%&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;的資料，直接去除冗餘資訊不僅可以節省電池電&lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;Calibri&amp;quot;,&amp;quot;sans-serif&amp;quot;; font-style: normal;&quot;&gt; &lt;/span&gt;&lt;/i&gt;&lt;i&gt;&lt;span style=&quot;font-family: &amp;quot;PMingLiU&amp;quot;,&amp;quot;serif&amp;quot;; font-style: normal;&quot;&gt;量，還能節省空間。&lt;/span&gt;&lt;/i&gt;&lt;br /&gt;
&lt;br /&gt;
&lt;h3 class=&quot;post-title entry-title&quot;&gt; Compressive Sensing (matlab code using DCT) &lt;/h3&gt;&lt;div class=&quot;post-header&quot;&gt;  &lt;/div&gt;clc;clear&lt;br /&gt;
load DCTq;&amp;nbsp;&lt;span style=&quot;color: #3d85c6;&quot;&gt; %讀量化表格&lt;/span&gt;&lt;br /&gt;
% Read the input image;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;br /&gt;
xtatal = double(imread(&#39;lena512.bmp&#39;)); &lt;span style=&quot;color: #3d85c6;&quot;&gt;%讀圖檔 目前應該是黑白&lt;/span&gt;&lt;br /&gt;
figure(1);&lt;br /&gt;
imshow(uint8(xtatal));&amp;nbsp; &lt;span style=&quot;color: #3d85c6;&quot;&gt;%秀出原始圖檔&lt;/span&gt;&lt;br /&gt;
&lt;div style=&quot;color: #3d85c6;&quot;&gt;% keep an original copy of the input signal&lt;/div&gt;for i=0:size(xtatal,1)/8-1&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #3d85c6;&quot;&gt;%每格寬8像素 總共 (寬/8) 格 需整除&lt;/span&gt;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp; for j=0:size(xtatal,1)/8-1&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #3d85c6;&quot;&gt;%每格高8像素 總共 (高/8) 格 需整除&lt;/span&gt;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; x0 = xtatal(1+i*8:8+i*8,1+j*8:8+j*8);&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #3d85c6;&quot;&gt;%一個block 處理&lt;/span&gt;&lt;br /&gt;
&lt;div style=&quot;color: #3d85c6;&quot;&gt;%&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; xmean = mean(x0(:));&lt;/div&gt;&lt;div style=&quot;color: #3d85c6;&quot;&gt;%&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; x0=x0-xmean;&lt;/div&gt;&lt;div style=&quot;color: #3d85c6;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; % figure(1);&lt;/div&gt;&lt;div style=&quot;color: #3d85c6;&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; % imshow(uint8(x0));&lt;/div&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; f=floor((dct2(x0)+floor(Q/2))./Q);&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #3d85c6;&quot;&gt;%一個block作DCT和量化後的 係數(稀疏)&lt;/span&gt;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; f = f(:);&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #3d85c6;&quot;&gt;%拉成一維 (n*1)&lt;/span&gt;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; n= size(x0,1)*size(x0,1);&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #3d85c6;&quot;&gt;%總點數 n&lt;/span&gt;&lt;br /&gt;
&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; s=length(find(floor((dct2(x0)+floor(Q/2))./Q)~=0)); &lt;span style=&quot;color: #3d85c6;&quot;&gt;%不等於0的有s個&lt;/span&gt;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; M=32;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #3d85c6;&quot;&gt;%設定M大小 每個block 都用一樣&lt;/span&gt;&lt;br /&gt;
&lt;div style=&quot;color: #3d85c6;&quot;&gt;%&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; M=s*log(n/s)+1;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; %需大於s*log(n/s) 公式?&lt;/div&gt;&lt;div style=&quot;color: #3d85c6;&quot;&gt;%&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; if (M&amp;amp;lt;32)&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; %補不足的點(自己設定的)&lt;/div&gt;&lt;div style=&quot;color: #3d85c6;&quot;&gt;%&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; M=32;&lt;/div&gt;&lt;div style=&quot;color: #3d85c6;&quot;&gt;%&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; end&lt;/div&gt;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; A = get_A_random(n,M);&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #3d85c6;&quot;&gt;%sensing matrix (M*n)&lt;/span&gt;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; Psi=dctmtx(n);&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&lt;span style=&quot;color: #3d85c6;&quot;&gt; %DCT基底 (n*n)&lt;/span&gt;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; y = A*Psi*f;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #3d85c6;&quot;&gt;%measurment (壓縮後大小 y(M*1)) (編碼)&lt;/span&gt;&lt;br /&gt;
&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #3d85c6;&quot;&gt;%用(l1 magic)tool 求l1 最佳稀疏解 (解碼)&lt;/span&gt;&lt;br /&gt;
&lt;div style=&quot;color: #3d85c6;&quot;&gt;%&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; % S o l v e u s ing l 1 magic .&lt;/div&gt;&lt;div style=&quot;color: #3d85c6;&quot;&gt;%&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; path(path ,&#39;./Optimization&#39;) ;&lt;/div&gt;&lt;div style=&quot;color: #3d85c6;&quot;&gt;%&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; xinit = pinv(A)*y; % i n i t i a l g u e s s = min ene r g y&lt;/div&gt;&lt;div style=&quot;color: #3d85c6;&quot;&gt;%&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; tic&lt;/div&gt;&lt;div style=&quot;color: #3d85c6;&quot;&gt;%&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; xp = l1eq_pd ( xinit , A, [ ] , y , 1e-3);&lt;/div&gt;&lt;div style=&quot;color: #3d85c6;&quot;&gt;%&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; toc&lt;/div&gt;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&lt;span style=&quot;color: #3d85c6;&quot;&gt; %用CVX tool 求l1 最佳稀疏解 (解碼)&lt;/span&gt;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; cvx_begin&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; variable xp(n);&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; minimize (norm( xp , 1 ) ) ;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; subject to&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; A*Psi*xp == y ;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; cvx_end&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #3d85c6;&quot;&gt;%norm(f-xp)/norm(f);&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; %計算誤差??&lt;/span&gt;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; hat_x=reshape(round(xp),8,8);&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #3d85c6;&quot;&gt;%(n*1)一維轉換成8*8&lt;/span&gt;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; xhatall(1+i*8:8+i*8,1+j*8:8+j*8)=(idct2(floor(hat_x.*Q)));&amp;nbsp; &lt;span style=&quot;color: #3d85c6;&quot;&gt;%反量化&amp;amp;amp;反DCT 還原圖檔&lt;/span&gt;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #3d85c6;&quot;&gt;%調整超過的像素值&lt;/span&gt;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; [r1,c1]=(find(xhatall&amp;amp;gt;255));&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; for l=1:length(r1)&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; xhatall(r1(l),c1(l))=255;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; end&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; [r2,c2]=(find(xhatall&amp;amp;lt;0));&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; for l=1:length(r2)&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; xhatall(r2(l),c2(l))=0;&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; end&lt;br /&gt;
&lt;br /&gt;
&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #3d85c6;&quot;&gt;%不確定對不對的方式&lt;/span&gt;&lt;br /&gt;
&lt;div style=&quot;color: #3d85c6;&quot;&gt;%&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; xhatall(1+i*8:8+i*8,1+j*8:8+j*8)=reshape(Psi*reshape(hat_x.*Q,64,1),8,8);&lt;/div&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; end&lt;br /&gt;
end&lt;br /&gt;
&lt;br /&gt;
figure(2);&lt;br /&gt;
imshow(uint8(xhatall));&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&lt;span style=&quot;color: #3d85c6;&quot;&gt; %秀出還原的圖檔&lt;/span&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/5136158730040866413/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2011/10/blog-post_24.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/5136158730040866413'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/5136158730040866413'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2011/10/blog-post_24.html' title='壓縮傳感'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-2617572990609732547</id><published>2011-10-22T06:15:00.000-07:00</published><updated>2011-10-22T06:15:14.980-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="數學"/><title type='text'>數學家 - 丘成桐</title><content type='html'>&lt;div class=&quot;CommentBody&quot;&gt; &lt;div&gt; &lt;div style=&quot;text-align: left;&quot;&gt;&amp;lt;轉載&amp;gt; &lt;/div&gt;&lt;div align=&quot;center&quot;&gt;&lt;br /&gt;
&lt;/div&gt;&lt;div align=&quot;center&quot;&gt;丘成桐&lt;br /&gt;
美國哈佛大學教授&lt;br /&gt;
2005年11月15日&lt;br /&gt;
&lt;/div&gt;&lt;table align=&quot;center&quot; border=&quot;0&quot;&gt;&lt;tbody&gt;
&lt;tr&gt;             &lt;td&gt;             &lt;div align=&quot;left&quot;&gt;&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;我&lt;/big&gt;&lt;/span&gt;是學數學的，可是我跟物理學家有很多來往，受他們的影響很大，所以我今天講的是從數學的觀點來看時空。&lt;/div&gt;&lt;div align=&quot;left&quot;&gt;&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;幾&lt;/big&gt;&lt;/span&gt;何學家從古到今對時空有很大的興趣。從歷史來看，我們曉得從遠古時代人們就已經懂得丈量土地、觀察星體運行，也常感嘆時間就這樣慢慢不見了，所以產生時空的概念，所有民族都有類似的想法。&lt;/div&gt;&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;由&lt;/big&gt;&lt;/span&gt;中國哲學家我們 看到很多不同的看法。《易經》講:「太極生兩儀，兩儀生四象。」生四象就是生天地萬物的意思。《莊子》講：「天地雖大，其化均也。」；孔子講：「逝者如斯 乎，不舍畫夜。」都是感嘆著時間與空間的問題。屈原《天問》裡講：「日月安屬，列星安陳？」就是在問空間的問題，與太陽、月亮和星星之間的關係。另外，最 出名的是李白的文章：「夫天地者，萬物之逆旅，光陰者，百代之過客。」也表示著我們對空間和時間的思考。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;雖&lt;/big&gt;&lt;/span&gt;然中國哲學家不 停的探討時空，但總是是比不上希臘的哲學家，所以今天我們要從幾何學的觀點來看時空的歷史。希臘哲學家從很早就對時空很有興趣。例如柏拉圖，柏拉圖有個很 出名的想法，他認為要做他的學生，一定要懂得幾何才行 。所以古代希臘哲學家，把幾何看為大自然的一部份，而幾何則成為描述大自然的主要工具。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;希&lt;/big&gt;&lt;/span&gt;臘哲學家認為空 間是靜止不動的、完全不動的，這種見解持續了二十多個世紀，大致上和他們在幾何認知上的局限性有關。但希臘哲學家崇尚推理，希望從數學的美中找到自然界的 真理，所以他們對時空的瞭解比任何古文化都來得先進。他們積極用正多面體（regular  solid）種種不同的幾何形象，來解釋星體的運行，有著很大的興趣。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;現&lt;/big&gt;&lt;/span&gt;在我們引一個偉大幾何學家的談話，他叫做Cartan（1869-1951），可以說是近代幾何學家中最偉大的一個，他說：&lt;br /&gt;
&lt;blockquote&gt;             &lt;div class=&quot;style1&quot;&gt;對比其它科學而言，數學的發展更依賴於一層復一層的抽象。為了避免犯錯，數學家必須抓住問題和對象的精義，並把它們篩選出來。&lt;/div&gt;&lt;/blockquote&gt;也就是說，作科學和作數學的發展一樣，要一層一層的抽象出來，而&lt;br /&gt;
&lt;blockquote&gt;             &lt;span class=&quot;style1&quot;&gt;正確的推理無疑非常要緊，但更關鍵的是找到骨節眼上的問題。必須具有正確的直覺，才能夠選對最根本的問題。解決這些問題，對科學的整體發展，具有舉足輕重的作用。&lt;/span&gt;&lt;br /&gt;
&lt;/blockquote&gt;&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;我&lt;/big&gt;&lt;/span&gt;們數學家解決問題時要求謹慎，可是最重要的是找到問題、正確的問題，所以這部分跟物理有很密切的關係。而對時空這個問題，就要了解清楚幾何跟物理的發展有密切的關係，這點要看得很清楚。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;現&lt;/big&gt;&lt;/span&gt;在我們來看看幾 何學。幾何學基本的問題來自大自然，並且由問題本身的和諧典麗所啟迪，這是幾何學基本的看法。而希臘幾何學家最先利用公理來處理數學，這是劃時代的貢獻。 希臘數學家以前有埃及和巴比倫的數學家，他們對數學和幾何也相當的成熟，曉得很多幾何裡面的定理，可是它們沒有發展到利用公理來處理。只有引入一系列公 理，我們才對大自然的規律有清晰的了解，進而發現其奧妙來讚歎他。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;古&lt;/big&gt;&lt;/span&gt;代的幾何學最出 名的是歐幾里得（Euclid,  -325--265）的幾何學，已經有兩千多年了。歐幾里得基本上是研究點、直線、平面這些比較簡單的圖形。這裡面有兩個主要的定理，一個是畢氏定理，這 大家在國中都學過，在一個直角三角形上，他的斜邊平方等於另兩邊的平方和：。第二個定理是任何一個三角形的內角和等於180度。這兩個定理是整個歐氏幾何 學裡面最重要的定理。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;歐&lt;/big&gt;氏幾何對以後時空研究的影響，我們可以來慢慢看一下。首先畢氏定理是平面幾何學裡面最重要的定理，因為在任何有意義的幾何空間裡面，都要求這條定理在無限小的情形下要成立，也就是在黎曼幾何和近代幾何下都要成立，這是一個重要的定理。&lt;/span&gt;&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;至&lt;/big&gt;&lt;/span&gt;於三角形內角和 為180度，其實就是講平面是平坦的，也就是不彎曲。Legendre(1752-1833)這個十八、十九世紀的偉大數學家，他指出三角形內角和等於 180度，等價於下面這個很重要的命題，也就是歐氏第五公設。歐幾里得幾何學裡面用到好幾個公設，其中最重要但很多人不太認為它應該成立的就是第五公設， 也就是過一條線外的一點，只有唯一一條直線跟這條線平行，這個第五公設跟三角形內角和是180度是等價的。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;這&lt;/big&gt;&lt;/span&gt;裡有個很奇妙的 現象，在歐洲一千多年、兩千多年來，數學家和科學家對這個第五公設的問題，始終不停的想去研究它、證明它，這種態度跟中國人完全不一樣，中國人不太想去證 明這個定理，認為這是很明顯的事實。可是西方人卻鍥而不捨，從歐幾理得一直到Lengendre都在考慮這個問題。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;最&lt;/big&gt;&lt;/span&gt;後，偉大的數學家高斯（Gauss, 1777-1855）和俄羅斯兩個數學家不約而同地發明了雙曲幾何，雙曲幾何就是曲率為負常數的二維曲面，當時有人傳說，高斯曾經測量歐洲山脈裡的三個山頂形成的三角形，也就是地球上的三角形內角和是不是180度。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;雙&lt;/big&gt;&lt;/span&gt;曲幾何提出以 後，一個最重要的結果是大數學家Felix  Klein（1849-1925）所發明的空間，他創造了一種解析的方法，通過在單位圓盤上任意兩點的某種距離，給出雙曲幾何的一個模型，這個模型叫做  Klein模型。Klein以後，終於證明了歐氏第五公理不可以由其他公理推導出來，這是一個很偉大的成果。這個想法在邏輯上也有很大的貢獻，跟以後提出 連續統假說（Continuum Hypothesis）的反例有很大的關係。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;對&lt;/big&gt;&lt;/span&gt;我們來講，雙曲 幾何是一個抽象而且跟歐氏空間不一樣的空間。人類第一次發現一個空間，不是我們看到的空間，而是一個抽象的空間，這影響到黎曼的工作。從其他很多科學看 來，感覺這像是一件胡鬧的事情，覺得看不到的空間為什麼還要去研究，可是數學家對它花了很多的時間，去研究它的意義，這我們等一下還會看到。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;同&lt;/big&gt;&lt;/span&gt;時，我們看到的 是三角形的內角和減去180度的時候，在平面幾何時本來應該等於0的。可是在不是平面的時候，這個差會等於曲率和三角形面積的乘積，這是很奇妙、很有意思 的恆等式。高斯將它推廣成一條有關曲率的積分公式，叫做高斯-Bonnet定理，高斯-Bonnet定理在現代幾何和拓樸學中非常重要。我的老師陳省身先 生（1911-2004）將高斯-Bonnet定理推廣到高維空間，同時因此發展成陳氏類，這個發展在近代時空研究裡面是一個很重要的工作，提供了宏觀的 看法。舉例來講，在近代的弦理論裡面，可以看到時空裡的質子數目與陳氏類有關。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;我&lt;/big&gt;&lt;/span&gt;們在討論近代的 時空一定要有微積分。因為古代的幾何的對象只是平面跟球面，那太侷限了，即使是我們看到的時空都已經不大夠。當我們了解到用無窮逼近的方法去構造一個彎曲 的幾何對象時，那就完全不同了。第一個使用逼近方法的數學家是阿基米德（Archimedes,  -187--212），在公元前兩百多年他就用這種方法來計算?物線跟直線之間的區域面積，他的計算比現存已知的文章多得多，他基本上具有微分跟積分的觀 念，已經完成了微積分最主要的工作，只是當時的物理跟天文背景還沒有成熟，所以沒有迫切的需要將整個微積分全部完成。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;接&lt;/big&gt;&lt;/span&gt;著要提一提 Apollonius(-262--190)。Apollonius是提出圓錐截面理論的偉大數學家。圓錐截面包括拋物線、雙曲線、橢圓、還有直線等幾何 曲線。當時天文學家利用這套理論來發展行星運動的本輪模型（epicycle  model）。雖然本輪模型並不是很正確，但是圓錐曲線的理論卻對後世??????&amp;lt; ???酘Ω酘Ω蛔珠?珝刻卜勒（Kepler,  1571-1630）著名的行星運動定律具有深遠的影響。當時的天文學家利用幾何學跟三角學，將天文學從一大堆雜亂無章的數據，轉化成一門精確的觀測科 學，也就是說，公元前兩百多年的天文學家已經曉得數學的威力。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;接&lt;/big&gt;&lt;/span&gt;著在時空觀念裡 的重要貢獻，來自伽利略(Galileo, 1564-1642)和刻卜勒，他們從行星運動的數據得出來很多重要的工作。刻卜勒利用天文學家Brahe  (1546-1601)大量精確的觀測資料，並通過很多的數據分析，終於算出行星的軌道是橢圓。Brahe觀測本來是用地球為參考點的一大堆數字，所以不 是很容易看出來是怎麼回事。刻卜勒將它們改成以太陽為參考中心的運動軌跡，長年累月的用算術及三角將這些數據變成以太陽為參考中心的計算。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;與&lt;/big&gt;&lt;/span&gt;刻卜勒差不多同 時的兩個偉大數學家是費馬(Fermat, 1601-1665)和笛卡兒(Descartes,  1596-1650)，他們引進了座標系統。笛卡兒是一個哲學家，是文藝復興時的一個著名哲學家，他在一篇哲學文章的附錄中提出了座標系統的概念。有了座 標系統，才能用代數的方法來表示運動的軌跡，這對牛頓以後作天文的計算有很大的幫助。底下是笛卡兒的一段話，他講「我鐵了心，要揚棄抽象的幾何學」，他對 抽象的幾何學，也就是歐氏幾何學，他不想再去研究，因為「它探討的問題，除了能夠鍛煉頭腦外，就沒有什麼用處。」笛卡兒要研究「那些以解釋大自然現象為目 標的幾何。」也就是他的座標系統。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;座&lt;/big&gt;&lt;/span&gt;標幾何的引進， 對於幾何的研究是一個很重要的轉捩點。我們現在學解析幾何的時候覺得很容易，可是事實上整個觀念的改變是劃時代的貢獻。有了這個座標系統以後，直線是由線 性函數所定義，圓錐截面則由二次函數決定。利用這種代數的方式，刻卜勒的行星運動定律就變得很清楚了，不用花很多功夫去想像。有了座標以後，因為刻卜勒的 數據是數字，有了數字代進座標系統就可以了。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;座&lt;/big&gt;&lt;/span&gt;標幾何將幾何和 代數結合起來，讓我們繞過歐氏公理來研究幾何圖形，這是很重要的事情，讓我們可以用坐標的想法來研究圓、研究直線的圖形。它另外一個很重要的影響，是領導 我們進入高維空間。假如沒有座標系統的想法，我們將很難想像高維空間是怎麼回事，有了座標系統，我們才曉得高維空間該怎麼去想像它。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;微&lt;/big&gt;&lt;/span&gt;積分的引進，剛才講過是個很偉大的發明。發明的人有兩個，一個是萊布尼茲（Leibniz, 1646-1716），一個是牛頓（Newton, 1643-1727），是差不多同時間的人。萊布尼茲也是個哲學家，他對微積分的引進是很驕傲的，他說 “&lt;em&gt;As God calculates, so the world is made&lt;/em&gt;.”（上帝算，天地生。）他認為數字也就是微積分，能夠決定天地、了解天地。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;萊&lt;/big&gt;&lt;/span&gt;布尼茲的工作是 既用代數也用分析的方法來表示的。他利用圖像的辦法、優秀的符號，為微積分創造了一個完整的數學架構。他在1677發表了自己的結果，事實上比牛頓發明微 積分晚了十年。但是牛頓的工作，只在少數數學家跟科學家中流傳。因此兩派吵架吵了幾十年，只為了這個誰先發明微積分的事情。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;牛&lt;/big&gt;&lt;/span&gt;頓的微積分比萊 布尼茲更重要的部分，也是最偉大的部分，就是他利用解析幾何和微積分，對天文天體的運動進行了很仔細的計算。利用微積分，他由$\frac{1} {r^2}$的定律推導到行星的運行。這一點可以展現微積分偉大的生命，因為從很基本的定律能夠計算出星體很複雜的運行規律。天體的運行是透過歐氏空間的 整體座標系統來描述的，在那裏空間是靜止的，而時間則獨立於空間以外。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;接&lt;/big&gt;&lt;/span&gt;著我們要討論牛 頓力學內容的意義。物理的真實性屬於我們經驗的範疇。我們看物理是因為我們感覺到它。而科學的目標是尋找這種真實的物理背後的規律跟合理性。牛頓將大量的 物理現象用同一個理論框架統一起來。產生了牛頓的三大定律。牛頓的三大定律是有關??????&amp;lt;  ???酘Ω酘Ω蛔珠?珝運動的，像$F=ma$全部是關於運動的。可是運動在什麼地方進行？那進行的地方便叫作空間。牛頓說：「我不想去定義時間、空間、 地點跟運動，因為大家都跟它們熟識不過。」事實上，牛頓最迷惑的也就是空間。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;牛&lt;/big&gt;&lt;/span&gt;頓引進的一個很重要的觀念叫作絕對空間。牛頓宣稱他的時空是絕對的、靜止的，它為整個宇宙提供一個剛性的、永恆不變的舞臺。&lt;br /&gt;
&lt;blockquote&gt;             &quot;&lt;em&gt;Absolute space, in its own nature and with regard to anything external, always remains similar and unmovable&lt;/em&gt;.” （&lt;span class=&quot;style1&quot;&gt;對內對外而言，絕對空間都是相似及不動的。&lt;/span&gt;）&lt;br /&gt;
&lt;/blockquote&gt;&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;他&lt;/big&gt;&lt;/span&gt;認為有一個抽象的絕對空間，所有的運動都在這個絕對空間裡去比較。他甚至利用一個旋轉水桶的實驗，來說明絕對空間的存在性，而慣性座標便是在絕對空間裡面靜止的座標。這是一個很偉大的觀念，雖然現在來看是一個不正確的觀念。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;萊&lt;/big&gt;&lt;/span&gt;布尼茲是一個哲 學家，他對牛頓絕對空間的觀念提出異議，他不贊成。可是牛頓力學跟微積分實在是偉大的科學，因為這是一個新工具，它使得物理學家和數學家花很多功夫，利用 這個新工具去發展新的學問，沒有時間去重新討論絕對空間的問題，直到十九世紀，對時空的看法才有新的基本改變。在這段時間裡面對幾何學有重大貢獻的是數學 家Euler（1707-1783），他是絕對空間概念的忠實信徒。在流體力學裡面有兩個不同的觀點，一個是Lagrange觀點，另一個  Euler觀點，這也是因為Euler相信絕對空間的緣故。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;接&lt;/big&gt;&lt;/span&gt;下來，現代幾何 學或者現代時空觀念的最大轉捩點是從高斯開始，這是因為高斯發覺到一個很重要的事實。古典的幾何學者在討論我們三維空間裡面的曲面時，他們曉得曲面上每一 點沿著兩個不同的主要方向有兩個不同的曲率。舉例來講，在一個圓柱上面，一個方向是沿圓來找的，一個方向是直線。圓方向的曲率就是$1/r$，直線方向則 是0，它並沒有曲率。高斯發覺這兩個曲率乘起來的乘積有很重要的性質。就是將曲面在空間中變形時，只要沒有拉長它或縮短它，這個乘積是不變的！這個乘積後 來就叫作高斯曲率（Gaussian Curvature），是高斯一個很偉大的發明。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;高&lt;/big&gt;&lt;/span&gt;斯認為這是他的 數學生涯裡面最重要的定理，寫進他的書《曲面通論》裡。他指出曲面所謂的內在性質。什麼叫作曲面的內在性質？就是講，假如我們在曲面上將自己看作很扁的小 甲蟲，當這個小甲蟲在曲面上爬來爬去的時候，他體驗到的空間，得出來的空間性質就叫作內在性質。為什麼叫內在呢？因為這個小甲蟲對曲面跟空間的關係並不在 乎，也就是講小甲蟲只顧他旁邊遇到的曲面上的幾何，跟外面的空間無關。高斯認為這個內在性質才值得幾何學家不停去研究，去上下求索（&quot;&lt;em&gt;most worthy of being diligently explored by geometers&lt;/em&gt;&quot;）。這種幾何就叫做intrinsic geometry，內蘊幾何。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;高&lt;/big&gt;&lt;/span&gt;斯把這件事看得 很重要。我們現在解釋一下內蘊幾何的意思。假如我們在一個蘋果削切了片皮，拿出來以後它的高斯曲率基本上是個正的常數；反過來講，如果一個曲面的高斯曲率 是正的常數，那它一定是球的一部分。基本上來講，就是一個球面的內蘊幾何是由高斯曲率來決定的。當高斯曲率都等於－1時，就是雙曲幾何，也就是剛才討論歐 氏第五公設的那種幾何，也就是剛剛講的高斯、Klein他們討論的抽象幾何。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;高&lt;/big&gt;&lt;/span&gt;斯因為他的定理很興奮。他花很多時間去提出跟討論這個定理為什麼這麼重要，可是他遇到困擾。高斯說：&lt;br /&gt;
&lt;blockquote&gt;             &lt;span class=&quot;style1&quot;&gt;我愈來愈相信，人類的理性並不能證明或理解幾何的必要性。希望後世能對幾何空間的本質有新的洞見，但目??????&amp;lt; ???酘Ω酘Ω蛔珠?珝前這卻是不可能的事。&lt;/span&gt;&lt;br /&gt;
&lt;/blockquote&gt;他還有一句話很有意思：&lt;br /&gt;
&lt;blockquote&gt;             &lt;span class=&quot;style1&quot;&gt;當下我們不能把幾何與本質是先驗的算術（也就是數論）相提並論，只適宜將它與力學並列。&lt;/span&gt;&lt;br /&gt;
&lt;/blockquote&gt;高斯本身是一個偉大的數論學家，可是他認為這兩種數學是不一樣的，他認為幾何應該跟力學，也就是物理，相提並論。我要強調，高斯並不是認為數論不重要，而是他認為這是兩個完全不同的科學。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;高&lt;/big&gt;&lt;/span&gt;斯很想研究高維 空間的內蘊幾何，可是他作不到。在黎曼（Riemann,  1826-1866）很年輕的時候要升教授，在德國當時要當教授以前要有一個就職的演說，他為這次演說提出三個不同的題目，結果高斯挑了第三個題目。黎曼 沒有料到高斯挑這個題目，題目就叫做《建構幾何學的假設》，這是一個很有意思的問題，結果黎曼花了兩個多禮拜去準備這一篇文章，他沒想到高斯對這個問題有 這麼大的興趣，原來這是因為高斯自己正在研究這個東西，在尋找答案。&lt;br /&gt;
&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;黎&lt;/big&gt;&lt;/span&gt;曼認為這個新的幾何要 用無限小的形式，引進了抽象空間。在那裏高斯曲率有了很明顯的涵義。當黎曼引入這個空間的時候，高斯聽了很高興，因為這是一個很有意思的文章、宣言。也因 為自從有了黎曼空間之後，使我們終於擺脫了、完完全全擺脫了平坦的歐氏空間，成功的創造出自我生存的抽象的大域空間。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;我&lt;/big&gt;&lt;/span&gt;們來看看黎曼在1852年演說提到的幾句話，這幾句話我原來不曉得，是最近這幾個禮拜才看到他的演說的全部內容。他講：&lt;br /&gt;
&lt;blockquote&gt;             &lt;span class=&quot;style1&quot;&gt;在無窮小區域內幾何諸假設是否真確，與空間尺度關係的本質有關……。&lt;/span&gt;&lt;br /&gt;
&lt;/blockquote&gt;&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;他&lt;/big&gt;&lt;/span&gt;作了好幾個解釋，對我們現在來講是很明顯的，可是他當時的考慮，是要從空間來考慮。&lt;br /&gt;
&lt;blockquote&gt;             &lt;div class=&quot;style1&quot;&gt;回答這個問題，就必須從這些現象的有關概念入手。這些源於經驗的概念，是先由牛頓所奠基…如此這般，我們便離開了幾何，進入另一門科學，即物理的領域了。&lt;/div&gt;&lt;/blockquote&gt;&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;我&lt;/big&gt;&lt;/span&gt;很驚訝看到這一 段，因為我一開始以為黎曼引進黎曼幾何和物理完全無關，事實上他是為了研究物理才來考慮這個問題的。當時困擾黎曼和高斯的，除了空間的問題以外，他們兩個 也都對電磁學和引力場有很大的興趣，他們寫了兩篇文章完全是對電磁學的研究，他們是在同一段時間考慮同樣的問題。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;黎&lt;/big&gt;&lt;/span&gt;曼的新發現從根 本上改變了數學家對幾何的看法。這種抽象的幾何後來由Christoffel(1829-1900)、Ricci(1853-1925)、  Levi-Civita(1873-1941)和Beltrami(1835-1900)研究了流形上的微積分和張量分析。不過對大部分人來講，他們都不 大喜歡這個幾何。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;現&lt;/big&gt;&lt;/span&gt;在我們來看現代  20世紀物理和幾何的關係，等下黎曼幾何會再進來。第一點先談狹義相對論的背景。第一個對牛頓絕對空間提出具建設性質疑的是一個哲學家  Mach(1838-1916)。他認為慣性座標受到地球和其他天體的影響，這項假設被稱為Mach原理。差不多同時，一個極重要的事實是  Maxwell(1831-1879)發現光是電磁波，光的速度與慣性坐標無關，是一個常數，不管慣性坐標怎麼取，得出來的都是一個常數。不久之後，又發 現Maxwell電磁方程以Lorenz變換作為對稱群。這是一個很偉大的發現，愛因斯坦(Einstein,  1879-1955)在他十六歲的時候對這件事情感到興奮，很想討論為什麼會有這種事情。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;終&lt;/big&gt;&lt;/span&gt;於在1905年愛因斯坦25歲的時候，他提出了狹義相對論。其中一個重要的環節是，空間和時間終於融合在一起。在1908年，Minkowski(1864-1909)這個偉大的數學家，也是對狹義相對論有很大貢獻的一個物理學家，他說：&lt;br /&gt;
&lt;blockquote&gt;             &lt;em&gt;Henceforward, space on its own and time on its own  will decline into mere shadows, and only a kind of union between the two  will preserve its independence.&lt;/em&gt;　　&lt;br /&gt;
&lt;/blockquote&gt;也就是說，空間跟時間再也不能夠獨立，所以時間和空間從此以後要融合在一起。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;狹&lt;/big&gt;&lt;/span&gt;義相對論很快受 到物理學家的認同，但其中有一個很重要的問題，就是引力場。由牛頓力學來看的引力場和狹義相對論是矛盾的，因為狹義相對論認為，任何訊息的傳遞不能超過光 速；可是牛頓力學裡面是Action at a distance 它傳遞的速度是一瞬間、是無窮快的，這與狹義相對論提到的矛盾。牛頓的Action  at a  distance是因為它與時間無關。所以愛因斯坦要擺平這個問題，他想了很久，這問題他想了十年。他寫信給Sommerfeld(1868-1951)  說:&lt;br /&gt;
&lt;blockquote&gt;             &lt;em&gt;I am now working exclusively on the gravity problem…  one thing is certain – that never in my life have I tormented myself  anything like this.。&lt;/em&gt;&lt;br /&gt;
&lt;/blockquote&gt;他花了很多工夫去考慮這個問題。&lt;br /&gt;
&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;當&lt;/big&gt;&lt;/span&gt;時愛因斯坦了解引力是 力場的一種，它使物體加速，由於狹義相對論的要求，在速度平行的方向，速度加快很快很快的話，會使長度加長，因為我們手上的尺會變短，所以量出來的長度較 長，在與速度垂直的方向，長度不變，沒有影響。所以發現很重要的一點：長度會在不同的方向和點改變，就是我們用狹義相對論來量一個加速的物體時，長度會對 應改變，這正是黎曼幾何的特點；黎曼幾何容許長度在不同方向改變。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;在&lt;/big&gt;&lt;/span&gt;同一個時間，愛 因斯坦提出了他出名的等價原理，就是講在任何座標裡面，物理的引力場的理論是要成立的，他花了很多時間來加進等價原理才了解到它跟黎曼幾何的關係。他的朋 友Grossmann(1878-1936)指出黎曼幾何的重要性，他才明白黎曼度量滿足等價原理，同時黎曼曲率使得度量拉長或縮短，這正是他所需要的一 個工具。這個黎曼曲率正的時候會使得度量收縮，負的時候使得長度會拉長。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;黎&lt;/big&gt;&lt;/span&gt;曼曲率真正具有 他需要的特色，就是引力場的特色。黎曼曲率張量的某種組合稱為Ricci張量。他發現這個量正是他需要的量，因為他需要滿足質量守恒定律，而這個質量守恆 定律對Ricci張量是滿足的，這是由Bianchi(1856-1928)發現的。愛因斯坦看到這個定律很高興，因此將Ricci張量看作物質的分布， 而黎曼曲率本身去描寫引力場。所以最後我們看到引力場可以用黎曼度量來表示。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;在&lt;/big&gt;&lt;/span&gt;1916  年，愛因斯坦正式宣布廣義相對論的理論，同時他提出兩個計算，就是關於水星近日點的進動問題與光線偏移的計算。1919年英國一個天文學家  Eddington(1882-1944)在英國皇家學會宣稱愛因斯坦提出的光線偏移理論被證實，這是他當時在南非藉著日蝕度量成功的。當時的  London Times（倫敦時報）頭條新聞說：&lt;em&gt; Revolutions in Science - New theory of the universe - newtonian ideas overthrown&lt;/em&gt;. 這成為當時轟動全世界的事情，而愛因斯坦的廣義相對論也被評為人類有史以來最偉大的發現。&lt;br /&gt;
&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;在&lt;/big&gt;&lt;/span&gt;整個架構來講，我們曉 得黎曼幾何是廣義相對論裡面的框架，能夠用時空來跟黎曼幾何連在一起，就等於將幾何與引力渾為一體，不能夠再分開。而因為引力場驅動整個宇宙的改變，時間 再也不是一潭靜寂的死水。當天體變動的時候，時空的幾何與拓樸以光的速度在變化，這也是廣義相對論裡重要的部份，也就解決了剛才牛頓力學跟狹義相對論的矛 盾。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;當&lt;/big&gt;&lt;/span&gt;時愛因斯坦除了 受到Mach的影響以外，他還是第一個受到對稱觀念影響的人。Maxwell方程有Lorenz變換的對稱群，他給愛因斯坦創造狹義相對論的靈感。他也用 等價原理來看廣義相對論，所以愛因斯坦是第一個看到對稱群在物理學中最重要的物理學家。這影響了整個二十世紀的物理學，因為各種守恆定律都是由對稱群來決 定的。等價原理產生了大的對稱群，導致愛因斯坦提出了廣義相對論。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;事&lt;/big&gt;&lt;/span&gt;實上數學家比愛 因斯坦還要早，就提出了同樣的理論。偉大的數學家Sophus Lie（1842-1899）跟Felix  Klein，他們曉得對稱性對幾何基本結構的重要性。在1887年，Klein在德國一個很出名的地方叫Erlanger，他提出了他的教授就職論文，裡 面提到：不同的對稱群會引出不同的幾何。這點很有意思，德國的教授在就職前要提出新的綱領，我想在這個年代是做不到的。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;沒&lt;/big&gt;&lt;/span&gt;多 久，Cartan就把Klein的觀點和黎曼幾何結合，創造了纖維叢的連絡理論，關係到後來物理的gauge理論（規範場論）。這是Cartan在  1895年的論文寫的，這篇論文比物理學家早了至少五十年，他把Klein的整體對稱群與黎曼幾何連在一起，不但過了五十年對物理很重要，對整個幾何也有 很重要的開展。我們對時空的結構通過gauge理論，也就是從Cartan引進的gauge理論局部對稱性，得到很長遠的瞭解。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;量&lt;/big&gt;&lt;/span&gt;子力學是對基本 粒子很重要的瞭解，這些是自然界力量內的基本建構單位。要研究這些，要利用到electronic  spinors（旋子）跟規範場論。這個概念其實從Cartan的群表示理論在幾何裡面就已經開展出來。但是有了Dirac（1902-1984）、有了  Hermann  Weyl（1885-1955）、有了楊-Mills之後，我們對整個幾何的結構才得到了更豐富的直覺，這種直覺對幾何起了很重要的貢獻。Herman  Weyl在1920幾年的時候就研究可交換對稱群的規範場，楊振寧跟Mills在1954年則引進非交換對稱群的規範場。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;整&lt;/big&gt;&lt;/span&gt;個量子力學對我 們的影響很大，影響我們對時空幾何的認識也很深遠。例如Dirac的spinor跟Seiberg-Witten的理論，都是量子物理的部份。他成為我們 研究幾何結構的重要工具，到現在我還驚異於他們對幾何結構的威力。所以我們曉得，量子力學雖然是研究很微觀的工具，但是對大範圍的幾何有很重要的威力。至 少五十年來，自從愛因斯坦對統一場論有興趣以後，我們就了解到廣義相對論與量子力學之間，最主要問題是它們互相矛盾。量子力學與光滑的時空不能相容：當空 間的尺度小於Plank  scale的時候，我們對時空的結構不甚了了。將引力場量子化是很艱鉅的任務，這五、六十年來物理學家建立了很多模型，愛因斯坦生前的夢想就是要將他們統 一起來。我們只能講，我們正向這個方向前進。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;目&lt;/big&gt;&lt;/span&gt;前最成功的統一 場論，引力場論與量子合起來的主要理論，就是弦理論。這個發現當時對物理學家是一個意外，六０年代義大利的物理學家Veneziano，發現某個 Euler的函數跟強核力產生的一些現象，從表面上看有很密切的關係。不久以後，有三個物理學家發覺，假如我們假定基本粒子是一個弦，也就是一維而非一點 的時候，我們從強粒子理論可以找到Euler函數。所以當時很興奮，以為弦理論可以用來解釋強核力，可是以後強作用力的實驗發現，不循這個方向發展，而且 標準模型（standard model）已經足以描述強作用力。所以弦理論不再重要，幾乎銷聲滅跡。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;可&lt;/big&gt;&lt;/span&gt;是再過了幾年以 後，兩個物理學家Scherk跟Schwarz認為弦學應該包括強粒子和引力子。第一次在弦理論中提出引力場的是這兩位物理學家，但是真正引起理論物理學 家注意的，??????&amp;lt;  ???酘Ω酘Ω蛔珠?珝是Green和Schwarz在1984年的一個大發現。他們發覺當弦跟引力場相互作用時，在包括超對稱的量子化過程內，時空的維 數必定要是十維。同時在這個時候，由弦理論引起的量子場論，說明其至少在漸進的情形下是收斂的。這點是一個劃時代的貢獻，因為收斂是一個很困難的問題，所 有想將引力量子化的嘗試都在不收斂的情形下失敗了。可是他們發覺這是收斂的。因此產生了很多物理學家對弦理論的欣賞與研究。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;一&lt;/big&gt;&lt;/span&gt;個很重要的結果是，時空本身的某些奇異點，是可以用弦理論來解釋的。舉例來講，黑洞是一種奇異點。我幾個朋友Greene、Strominger、Morrison，他們找到其中黑洞的模型，發覺就算出現奇異點的時候，弦理論還是有意義的。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;我&lt;/big&gt;&lt;/span&gt;們曉得，現實世界我們看到的時空應該是四維的。所以弦理論需要十維，好像是不大對的事情。我們需要有一個方法將十維的時空變成四維，這個方法是由數學家跟物理學家提出來的，一個叫Kaluza；第二個叫Klein，這是在廣義相對論剛剛面世的時候提出來的方法。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;因&lt;/big&gt;&lt;/span&gt;為當時愛因斯坦 想將電磁場與引力場合併。他們兩位科學家將四維時空加了一維，變成五維。將一條直線加厚成一個圓柱，當柱的橫切面很小時，柱面就變回一條直線了。所以 Kaluza、Klein討論五維空間真空狀態的愛因斯坦方程，他們發覺這個方程等價於某個四維時空的引力場與Maxwell方程的合併。這樣子引力場與 電磁場就由純引力場統一起來了。愛因斯坦對這個事情很興奮，他以後在考慮這個問題時，又多了一個數量場。但是這個多了的數量場，實驗上無法找到，所以最後 還是放棄了。可是這個多出來的數量場，在弦理論裡面有解釋。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;在&lt;/big&gt;&lt;/span&gt;弦理論裡面，時 空是十維的。我們用同樣的方法，將四維加入六維，加入的六維空間變得很小，簡直可以將十維空間變為四維空間，這部分是用Kaluza和  Klein的想法來作的。可是這個六維空間是什麼東西呢？弦理論因為當能量很高的時候，玻色子與費米子是一一對應的，也就是所謂的超對稱。時空裡面希望能 夠具有超對稱，假如有超對稱的話，那內在的六維空間就要滿足一些條件。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;這&lt;/big&gt;&lt;/span&gt;是由四個物理學 家，也是我的朋友所發現的。他們發現空間一定有複結構的真空方程，1984年的時候他們發覺，這個空間是我在1976年構造的流形，後來他們叫這個空間 Calabi-丘空間。這個空間我們剛開始創造的時候，是為了做代數幾何等其他方面的工作提出來的，也是為了微分幾何。做這個空間的時候，我個人覺得它跟 廣義相對論有關，可是沒想到滿足了弦理論的要求。也因為弦學家對這個空間的要求，這二十多年來，我們在這個空間裡有很多很有意思的成果，尤其是在數學上的 成果。我們曾經研究過這個空間的許多模型，在弦理論來講，這是一個基本的模型，可以用來計算粒子的重量、電荷，也可以藉這個空間的變化來考慮黑洞與宇宙的 模型。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;可&lt;/big&gt;&lt;/span&gt;是時空遠比這個 更複雜，從微觀的觀點這還不是最終極的形式，很多弦學家認為這是一個逼近的微觀空間，在此空間上還有許多美妙的對偶性，對計算量子場論幫助很大，也因此為 對偶性，微觀的量子場和大空間的量子場是同構的，這個對稱基本上和Heisenberg的不確定性原理是等價的。所以量子力學加上時空，我們不知道最後的 時空會是什麼樣子，但是這已經在數學的代數幾何上引入革命性的貢獻，這一點我沒辦法多談。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;1984&lt;/big&gt;&lt;/span&gt;年到 1995年之間，弦學家發現很多不同的弦學模型，例如Witten的M理論、Polchinski的膜理論，其中幾何與時空不斷的聯繫在一起，最近幾年還 有所謂的矩陣模式、Vafa的量子時空泡沫，現在相當多人認為時空概念將有革命性的變化，至於怎麼變化，誰也不曉得。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;物&lt;/big&gt;&lt;/span&gt;理和幾何的關係，讓我引Schwarz的一段話：&lt;br /&gt;
&lt;blockquote&gt;             &lt;em&gt;the mathematical structure of string theory was so  beautiful and had so many miraculous properties that it had to be  pointing toward something deep.&lt;/em&gt;&lt;br /&gt;
&lt;/blockquote&gt;所有的幾何學家和弦學家都是這樣相信的。&lt;br /&gt;
&lt;span style=&quot;color: maroon; font-size: medium;&quot;&gt;&lt;big&gt;由&lt;/big&gt;&lt;/span&gt;於時間的關係，我今天只介紹的這邊，最後我引兩段話&lt;br /&gt;
&lt;blockquote&gt;             &lt;span class=&quot;style1&quot;&gt;天地與我並生，萬物與我為一。&lt;/span&gt;（莊子）&lt;br /&gt;
&lt;span class=&quot;style1&quot;&gt;創思雖是漫漫長夜中的靈光一閃，但，這便是一切。&lt;/span&gt;（龐加萊）&lt;br /&gt;
&lt;/blockquote&gt;我們在每一次進步的時刻都花了很多功夫，但生出理論之後，就有其重要性。&lt;br /&gt;
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&lt;/tbody&gt; &lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;CommentDatail&quot;&gt;2009-04-22 AM 9:09&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/2617572990609732547/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2011/10/blog-post_22.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/2617572990609732547'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/2617572990609732547'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2011/10/blog-post_22.html' title='數學家 - 丘成桐'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-3692499978813963213</id><published>2011-10-20T21:00:00.001-07:00</published><updated>2011-10-20T21:00:57.847-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="術數"/><title type='text'>盲派命理</title><content type='html'>&lt;div align=&quot;left&quot; class=&quot;MsoNormal&quot; style=&quot;margin: 0cm 0pt; text-align: left; text-indent: 28.05pt;&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-family: 新細明體; font-size: 14pt;&quot;&gt;盲派命理的主要特點是棄旺衰，廢用忌，專看結構，即看做功，看象。&lt;/span&gt;&lt;/b&gt;&lt;b&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: NSimSun; font-size: 14pt;&quot;&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;&lt;div align=&quot;left&quot; class=&quot;MsoNormal&quot; style=&quot;margin: 0cm 0pt; text-align: left; text-indent: 28.05pt;&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-family: 新細明體; font-size: 14pt;&quot;&gt;盲派命理論命有三大法則：一為理法，二為象法，三為技法。在判斷命局的過程中，這三大法則並不是孤立的概念，而是要相互結合起來運用的，只不過針對不同的命局，判斷方法會有所側重。&lt;/span&gt;&lt;/b&gt;&lt;b&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: NSimSun; font-size: 14pt;&quot;&gt;&lt;span&gt;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;&lt;div align=&quot;left&quot; class=&quot;MsoNormal&quot; style=&quot;margin: 0cm 0pt; text-align: left; text-indent: 28.05pt;&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-family: 新細明體; font-size: 14pt;&quot;&gt;一、理法&lt;/span&gt;&lt;/b&gt;&lt;b&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: NSimSun; font-size: 14pt;&quot;&gt;&lt;span&gt;&amp;nbsp;&amp;nbsp; &lt;/span&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;&lt;div align=&quot;left&quot; class=&quot;MsoNormal&quot; style=&quot;margin: 0cm 0pt; text-align: left; text-indent: 28.05pt;&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-family: 新細明體; font-size: 14pt;&quot;&gt;理 法是學習命理和入手分析八字的基礎知識。包括陰陽五行、干支的性質，以及它們之間所發生的刑、沖、克、合、破、害、墓等的作用規律，下面要講到的賓主、體 用、做功、效率、干支配置等概念，也屬於理法的範疇。看八字應該從哪里去入手？如何能從八字中看出命主的富貴貧賤？這裏運用的就是理法。學會理法後，即可 以判斷八字的吉凶，能夠看出某一八字的富貴等級，以及可能的職業特點等，當然對他的每一步大運，以及每一個流年的吉凶，也會有個大致的判斷。理法總結起來 就是一句話，即主要是讓你能讀懂八字的吉凶。&lt;/span&gt;&lt;/b&gt;&lt;b&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: NSimSun; font-size: 14pt;&quot;&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;&lt;div align=&quot;left&quot; class=&quot;MsoNormal&quot; style=&quot;margin: 0cm 0pt; text-align: left; text-indent: 28.05pt;&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-family: 新細明體; font-size: 14pt;&quot;&gt;理法是盲派命理初級班要學習的重點內容，關鍵要掌握八字如何做功的方法。&lt;/span&gt;&lt;/b&gt;&lt;b&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: NSimSun; font-size: 14pt;&quot;&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;&lt;div align=&quot;left&quot; class=&quot;MsoNormal&quot; style=&quot;margin: 0cm 0pt; text-align: left; text-indent: 28.05pt;&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-family: 新細明體; font-size: 14pt;&quot;&gt;二、象法&lt;/span&gt;&lt;/b&gt;&lt;b&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: NSimSun; font-size: 14pt;&quot;&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;&lt;div align=&quot;left&quot; class=&quot;MsoNormal&quot; style=&quot;margin: 0cm 0pt; text-align: left; text-indent: 28.05pt;&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-family: 新細明體; font-size: 14pt;&quot;&gt;象 法是盲派命理最要害的東西，它是對命局以及大運流年吉凶判斷的具體化和形象化。盲派命理的象法包括干支象、宮位象、十神象與神煞象等。八字的結構本身就表 示了一種象，通過看象，我們可以把一些事情判斷得非常具體，形同親眼所見。如用理法只能看出某人某年的吉凶，但具體在哪一方面為吉為凶？是生病、破財還是 牢獄官司？抑或此年升官、發財、獲得榮譽了？這樣具體的判斷，單純用理法就無能為力了，但用象法則完全可以解決。有的八字，不分析其做功，專看象，就可以 斷出許多事情來。總之，學好象法，能使八字的推斷達到出神入化的境地，而且，用象法判斷八字的形象性和準確率，要遠遠高於理法。&lt;/span&gt;&lt;/b&gt;&lt;b&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: NSimSun; font-size: 14pt;&quot;&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;&lt;div align=&quot;left&quot; class=&quot;MsoNormal&quot; style=&quot;margin: 0cm 0pt; text-align: left; text-indent: 28.05pt;&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-family: 新細明體; font-size: 14pt;&quot;&gt;其實，在用盲派命理斷命的過程中，象法的使用是無處不在的，大到一組四柱，小至流年的一組干支，乃至整個命局中的任何一個字，都會有象法的運用。&lt;/span&gt;&lt;/b&gt;&lt;b&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: NSimSun; font-size: 14pt;&quot;&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;&lt;div align=&quot;left&quot; class=&quot;MsoNormal&quot; style=&quot;margin: 0cm 0pt; text-align: left; text-indent: 28.05pt;&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-family: 新細明體; font-size: 14pt;&quot;&gt;盲派命理的初級班中會涉及到一部分象法的運用，如換象、帶象、十神的含義等，但重點的、深層次的象法的運用，主要放在中級班裏講授。&lt;/span&gt;&lt;/b&gt;&lt;b&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: NSimSun; font-size: 14pt;&quot;&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;&lt;div align=&quot;left&quot; class=&quot;MsoNormal&quot; style=&quot;margin: 0cm 0pt; text-align: left; text-indent: 28.05pt;&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-family: 新細明體; font-size: 14pt;&quot;&gt;三、技法&lt;/span&gt;&lt;/b&gt;&lt;b&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: NSimSun; font-size: 14pt;&quot;&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;&lt;div align=&quot;left&quot; class=&quot;MsoNormal&quot; style=&quot;margin: 0cm 0pt; text-align: left; text-indent: 28.05pt;&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-family: 新細明體; font-size: 14pt;&quot;&gt;技 法是盲派命理最難的部分，主要包括盲人歷代相傳的一些口訣。比如“制去財（或官、殺）與財（或官、殺）的原神是發大財（或當官）的人”、“坐下財（或官 殺）庫喜刑沖”、“甲生酉月喜水潤，乙生酉月宜火攻”、“外食內殺是當教師的人”等等。這此口訣都是歷代盲師在多年的斷命生涯中形成的經驗總結，有時候並 說不出它的道理來，但運用起來卻十分準確。這部分內容是盲派命理的絕活。比如要看一個人的父母有沒有克，或是否健在，這不屬於理法的範疇，但要用到象法， 最終還是要靠技法來定奪的。分析一個八字的婚姻情況，比如是屬於婚姻品質不高，還是會有幾次婚姻，或者終生沒有婚姻，也會有理法和象法的運用，但關鍵是通 過技法來斷的。&lt;/span&gt;&lt;/b&gt;&lt;b&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: NSimSun; font-size: 14pt;&quot;&gt;&lt;/span&gt;&lt;/b&gt;&lt;/div&gt;&lt;b&gt;&lt;span style=&quot;font-family: 新細明體; font-size: 14pt;&quot;&gt;本資料對盲派的理法、象法及技法都有所涉及，重點講解了理法&lt;/span&gt;&lt;/b&gt;&lt;b&gt;&lt;span lang=&quot;EN-US&quot; style=&quot;font-family: NSimSun; font-size: 14pt;&quot;&gt;,&lt;/span&gt;&lt;/b&gt;&lt;b&gt;&lt;span style=&quot;font-family: 新細明體; font-size: 14pt;&quot;&gt;都是盲派命理的入門知識，必須要掌握。&lt;/span&gt;&lt;/b&gt;</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/3692499978813963213/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2011/10/blog-post.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/3692499978813963213'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/3692499978813963213'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2011/10/blog-post.html' title='盲派命理'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-4435204856709216087</id><published>2011-08-10T21:29:00.000-07:00</published><updated>2011-08-12T09:40:43.555-07:00</updated><title type='text'>clipnbuy</title><content type='html'>&lt;br /&gt;
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</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/4435204856709216087/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2011/08/clipnbuy.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/4435204856709216087'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/4435204856709216087'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2011/08/clipnbuy.html' title='clipnbuy'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-1163104364497306330.post-2952612082338196729</id><published>2011-07-30T17:58:00.000-07:00</published><updated>2011-07-30T17:58:52.387-07:00</updated><category scheme="http://www.blogger.com/atom/ns#" term="Finance"/><title type='text'>港匯與恆指</title><content type='html'>&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; color: black; text-align: left;&quot;&gt;直到 29-Jul-2011 的港匯與恆指的比較。跟以往一樣港匯弱恆指就會跌，即錢流走無大戶買野。這亦說明港股是外資的提款機。下星期恆指續跌。&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; color: black; text-align: left;&quot;&gt;&lt;br /&gt;
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&lt;b&gt;一些資料:&lt;/b&gt;&lt;br /&gt;
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早在1998年亞洲金融風暴下集大結局之時，香港嘅財金官員諗出在1美元兌7.80港元訂為弱方兌換保證一招以捍衛港元匯價；及至2005年5月，因應人 民幣預期升值及美元貶值，金管局明確訂立1美元兌7.75港元為強方兌換保證，而弱方兌換保證嘅堤壩進一步推後至1美元兌7.85港元，並將強方及弱方兌 換保證之間嘅差距確立為港元兌換範圍，變相限制港匯嘅波幅。&lt;br /&gt;
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從2005年5月起，港匯差不多平均每一年幾就觸及強方兌換保證一次（見附圖，抄自金管局嘅聯匯介紹簡報），最近一次係約三個月前（見連結的美元港元一年 圖）－－不過睇完幅圖，大家一定發現在優化聯繫匯率後，港匯從來未試過觸及弱方兌換保證，最弱一次係2007年8月1日嘅1美元兌7.8304港元，同期 港股亦跟著弱雞瀉到飛起......&lt;br /&gt;
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呢期港匯弱勢，一度低見1美元兌7.7985港元，以美元量化寬鬆至今攪到全球經濟基礎更加鬆化，加上阿爺欽定香港為資本他媽個池，又唔俾港元倒掛人民幣，話唔定今年大家可以見證觸及優化後弱方兌換保證嘅歷史一刻......&amp;nbsp; (source:http://www.hkej.com/template/blog/php/blog_details.php?blog_posts_id=62073)</content><link rel='replies' type='application/atom+xml' href='http://alexksng.blogspot.com/feeds/2952612082338196729/comments/default' title='張貼留言'/><link rel='replies' type='text/html' href='http://alexksng.blogspot.com/2011/07/blog-post_30.html#comment-form' title='0 個意見'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/2952612082338196729'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/1163104364497306330/posts/default/2952612082338196729'/><link rel='alternate' type='text/html' href='http://alexksng.blogspot.com/2011/07/blog-post_30.html' title='港匯與恆指'/><author><name>ALEX NG</name><uri>http://www.blogger.com/profile/05080303287834029501</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='25' height='32' src='//blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiyKJ_CvkOhZ98w8Qg583msJZyK_d3ykjTGLtWilI29b88K1pJA0P0VeHhZSiKdBFF3WQrjRKiA2Y6Ua8TMpllOXJOxFcFy_jL_Dmx6C2FSKjKjkU3x_sFyI49aHWZwZg/s220/fbimage.png'/></author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiLEe0s0zepR2nGekSPNugaamsyX6aW34JBBSvbwLin4Y68CZxk9dhrU9JaPMnQFZBi0LqCTb6DkZyq6mwHzqG8dEimxoNZNGaU79VyFK-FmEmVg2GDPWPIw8MB-4fQPkETAMOiWprZED0/s72-c/usdhsitrend.png" height="72" width="72"/><thr:total>0</thr:total></entry></feed>