tag:blogger.com,1999:blog-14217824799884233272024-03-08T15:30:37.939-08:00Macro and MoreHarald Uhlighttp://www.blogger.com/profile/12922703691990162135noreply@blogger.comBlogger6125tag:blogger.com,1999:blog-1421782479988423327.post-11222595547473153502022-02-07T20:56:00.020-08:002022-02-17T01:53:24.927-08:00Lisa Cook should not become a member of the Federal Reserve Board of Governors<p>Lisa Cook has been <a href="https://www.cnbc.com/2022/02/02/who-is-lisa-cook-historic-federal-reserve-nominee-faces-senate-hearing.html">nominated</a> to the Federal Reserve Board of Governors. I believe her appointment would be a mistake. I have provided my key arguments in this <a href="https://www.wsj.com/articles/fed-doesnt-need-censor-lisa-cook-federal-reserve-dual-mandate-democrats-leftist-agenda-defunding-police-governor-inflation-raskin-11644766151">Wall Street Journal</a> op-ed. There originally was a lot more here in this blog (and there is a lot more to be said), but it all has led to more distraction than necessary or desirable, certainly for me. I will thus simply leave it at what I wrote in the WSJ at this point.</p>Harald Uhlighttp://www.blogger.com/profile/12922703691990162135noreply@blogger.com7tag:blogger.com,1999:blog-1421782479988423327.post-23982179797176531672020-06-11T14:51:00.002-07:002020-06-11T14:54:53.235-07:00My interview with the New York Times
<p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">My tweets and the controversy have
received some attention in the press. There is an article in the NY Times
</span><a href="https://www.nytimes.com/2020/06/10/business/economy/white-economists-black-lives-matter.html"><span style="color: windowtext; font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman"; text-decoration: none; text-underline: none;">https://www.nytimes.com/2020/06/10/business/economy/white-economists-black-lives-matter.html</span></a><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";"> written by Jim Tankersley @jimtankersley</span><a href="https://twitter.com/bencasselman?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Eauthor"><span style="color: windowtext; font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman"; text-decoration: none; text-underline: none;">
and Ben Casselman @bencasselman. Here is the full and unedited interview, which</span></a><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";"> was conducted per e-mail.</span></p><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";"><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">On 6/9/2020 8:01 PM, Harald Uhlig
wrote:</span></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">Dear Ben!</span></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">Thank you for your e-mail! I
appreciate the opportunity. Also, while more difficult, I am glad we can
do this by e-mail. it surely is important to avoid
misunderstandings. I just returned from dinner, and we have a tornado
warning now. Let me try my best.</span></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">Let's see:</span></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">- Earlier today, you said on Twitter
that you did not choose your words wisely, and that you apologized for that.
What were you apologizing for? What do you believe you did wrong in your tweets
and blog posts?</span><br /></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">I do not wish to pour more oil into
the flames by compiling a list. One example: my comparison of those
advocating extreme defunding of the police with "flat earthers and
creationists" appears to have caused irritation, and I talk about that at
some length in my recent blog post in particular. </span><br /></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">- In one of the blog posts that
surfaced last week, you compared football players' protests over police
violence to someone wearing a KKK hood. Do you believe that comparison was
fair?</span><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";"> </span></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">The blog post was meant to ask for
introspection and examination as to how far you would go to defend free speech,
and whether the debate about kneeling is truly a debate about free
speech. I chose an extreme example on purpose, where most of us, me
included, would find exercising such free speech repugnant. It is easy to
defend someones stand as free speech, when you agree with that person. It
is hard, when you passionately disagree. You surely know the Voltaire
quote, “I wholly disapprove of what you say and will defend to the death your
right to say it.” I am actually genuinely curious, what you would do in
that hypothetical situation. Would you mind telling me?</span><br /></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">I, of course, sympathize with the
concerns about police brutality, which kneeling football players refer
to. I find the KKK repugnant. So, in terms of sympathy, there is no
"comparison" here. </span><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";"> </span></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">In retrospect, the chosen example
was too extreme, in order to get people to think through the issues at hand,
and I surely regret that: it seems to unnecessarily have aggravated some.
Out of curiosity, again: what would you have chosen as an illuminating example?</span><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";"> </span></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">- Taken together, the tweets, blog
posts and NYTimes letter that have been circulated on Twitter in the past few
days appear to show that you have a history of dismissing or downplaying Black
American's concerns about discrimination and violence. Why is that?</span><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";"> </span></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">Can you give me a specific example?</span><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";"> </span></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">- In a public letter calling for
your resignation, some of your peers in the profession have said that your
comments "hurt and marginalize people of color and their allies in the
economics profession; call into question his impartiality in assessing academic
work on this and related topics; and damage the standing of the economics
discipline in society." Do you agree that your comments did these things? </span><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";"> </span></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">No. </span><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";"> </span></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">- Some of your colleagues in the
profession have called for you to step down from your position as editor of
JPE. Do you plan to do so?</span><br /></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">I would have to see their reasoning.</span><br /></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">- In their recent letter to members,
the leadership of the AEA said they had "learned that our
professional climate is a hostile one for Black economists." Do you agree?
Do you believe that the economics field has a problem with race and racism?</span><br /></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">That message and the website of the
AEA points to the "AEA Professional Climate Survey: Final Report",
issued in September 2019. This is an excellent step forward.
Statements like "Nearly half (47%) of Black economists report being discriminated
against or treated unfairly in the profession based on their race, in
comparison to 24% of Asians, 16% of Latinx, and 4% of White survey
respondents" raise grave concerns. Discrimination and racism is
wrong. </span><br /></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">Knowing these numbers is good, but a
lot more needs to happen. Specifics would help. Where and
how? What measures would help those on the receiving end to get
themselves heard? Investigating this hopefully will be an ongoing matter
for the AEA, for example.</span><br /></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">- Do you believe it is a problem
that there are so few Black and Hispanic economists, particularly in senior
positions in the profession?</span><br /></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">I would love to have more black
economists (or is it "Afro-American economists"?) among our
undergraduate students, PhD students and faculty. It is my impression
that the good ones are highly sought after. We also have very few
American Indians among our colleagues. We need to find good way to change
these numbers.</span><br /></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">- Do you believe that your position
as editor of one of the field's most prominent journals gives you any added
responsibility to ensure that the field is welcoming to Black economists and
other underrepresented minorities?</span><br /></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">Black economists and
underrepresented minorities are encouraged to submit their best work to the
JPE, and I hope they do. I have never checked the color of the skin of an
author submitting to the JPE, and it should not matter.</span></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">- In your time as editor of JPE, how
many articles have you solicited or accepted on issues related to racial
discrimination? </span></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">I would have to go through my list
of all papers handled as an editor, but I do not recall having received papers
on issues related to racial discrimination for me to edit. I have
solicited very few papers.</span></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">I hope this helps,</span></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";">Harald Uhlig</span></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
</p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";"> </span></p><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">
<b></b><i></i><u></u><sub></sub><sup></sup><strike></strike><br /></p></span><p style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="font-family: "Times New Roman",serif; font-size: 12.0pt; mso-fareast-font-family: "Times New Roman";"><b></b><i></i><u></u><sub></sub><sup></sup><strike></strike><br /></span></p>
Harald Uhlighttp://www.blogger.com/profile/12922703691990162135noreply@blogger.com4tag:blogger.com,1999:blog-1421782479988423327.post-53521576679140468352018-06-07T13:59:00.000-07:002018-06-07T15:43:11.725-07:00The Avengers need a new team member: Professor Econom!<div dir="ltr" style="text-align: left;" trbidi="on">
<br />
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">Ok, I admit it.<span style="margin: 0px;"> </span>I
love to watch movies, in particular the popcorn and superhero variety.<span style="margin: 0px;"> </span>Yes, I did watch “Avengers Infinity War”.<span style="margin: 0px;"> </span>[ Spoiler Alerts! ]<span style="margin: 0px;"> </span>Smash-bam-pow!!<span style="margin: 0px;"> </span>What’s not to like?<span style="margin: 0px;"> </span>Well, the end apparently left a bunch of
(young) fans weeping: “Mom, the big bad Thanos guy won, how come?!<span style="margin: 0px;"> </span>Why are so many of my favorite superheroes
dead now?”.<span style="margin: 0px;"> </span>Well, why indeed?!<span style="margin: 0px;"> </span>We do not know what the sequel has in store,
but judging by the post-credit scene (wait, you didn’t see it?<span style="margin: 0px;"> </span>Keep seated to the very end!), it looks like
Captain Marvel will come in to somehow save the day, reverse history, bring
back beloved Spider-Man and beat up Thanos, before he can do all those
things he did.<span style="margin: 0px;"> </span>Perhaps.<span style="margin: 0px;"> </span>Perhaps not. </span></div>
<br />
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">But here is truly the biggest challenge in crafting that
sequel and resolution.<span style="margin: 0px;"> </span>Thanos is pretty
satisfied with himself at the end of the “Avengers Infinity War”, isn’t he?<span style="margin: 0px;"> </span>And he as well should be!<span style="margin: 0px;"> </span>After all, he set out to<span style="margin: 0px;"> </span>solve the biggest problem of the Universe
(according to Thanos): overpopulation.<span style="margin: 0px;">
</span>His logic is to randomly kill half of all beings (I presume, only the
sentinent ones), so that the rest can have a better life.<span style="margin: 0px;"> </span>If you buy into that Thanos argument, you
have to hand it to him.<span style="margin: 0px;"> </span>He did make half
of the population of the Universe better off!<span style="margin: 0px;">
</span>And the other half died a very quick and painless death!<span style="margin: 0px;"> </span>Well done, Thanos!<span style="margin: 0px;"> </span>You should cheer for him, right? <span style="margin: 0px;"> </span>What’s a little Spidey death, by comparison?<span style="margin: 0px;"> </span>So, if Captain Marvel somehow waltzes into
that sequel, reverts time and stops Thanos from doing all that, isn’t she then
really imposing back all that pain and suffering?<span style="margin: 0px;"> </span>How can that conflict possibly be resolved?<span style="margin: 0px;"> </span>Is duking it out with Thanos really the right
answer to the core of the question that Thanos has raised?<span style="margin: 0px;"> Obviously not.</span></span></div>
<br />
<div style="margin: 0px 0px 11px;">
</div>
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">Let me offer a suggestion, then.<span style="margin: 0px;"> </span>The Avengers are a pretty cool team and
all.<span style="margin: 0px;"> </span>They even have some brainy types among
them.<span style="margin: 0px;"> </span>But they made a big and glaring
mistake.<span style="margin: 0px;"> </span>They never engaged with the
fallacy in Thanos’ argument.<span style="margin: 0px;"> </span>Not once
did it occur to them in the “Avengers Infinity War” movie to go to him and say,
“Hi there, big fella!<span style="margin: 0px;"> </span>I understand you
want to help the universe population to a better life. What a noble cause!<span style="margin: 0px;"> </span>But there is a better way to do that than to
kill off half of them. Let me guide you how!”. </span></div>
<div style="margin: 0px 0px 11px;">
</div>
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">Finding a better way is a matter of economics. Let’s examine
the facts.<span style="margin: 0px;"> </span>For example: the world
population has grown massively over the last 200 years or so.<span style="margin: 0px;"> </span>Are we worse off for it?<span style="margin: 0px;"> </span>Not so!<span style="margin: 0px;">
</span>Average world income and average life expectancy has risen.<span style="margin: 0px;"> </span>We are seeing progress even in the poorest of
nations (not everywhere, but still).<span style="margin: 0px;"> </span>Markets
have provided answers to the incentives of providing the goods that people need
and love.<span style="margin: 0px;"> </span>Supply rises to meet
demand.<span style="margin: 0px;"> </span>Technological progress has been
directed to enable that supply, in order to earn the profits that can be earned that way.<span style="margin: 0px;"> We know how to contain environmental externalities with proper economic incentives. H</span>umans are now by and large far away from rummaging
through the forests and living off the berries they can find (which seems to be
a version of the Thanos view).<span style="margin: 0px;"> </span>Yes, the
details are important.<span style="margin: 0px;"> </span>They deserve
attention!<span style="margin: 0px;"> </span>And they are receiving
attention. There are large groups of development economists, growth economists,
macroeconomists, environmental economists and of other fields, figuring out, how to make the growing
world a better place.<span style="margin: 0px;"> </span>They are good at
it.<span style="margin: 0px;"> </span>I doubt that any of my colleagues
would recommend killing off half the population to solve the Thanos
problem.<span style="margin: 0px;"> </span>I bet nearly all of them have
better suggestions.<span style="margin: 0px;"> </span>So there.</span></div>
<div style="margin: 0px 0px 11px;">
</div>
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">Now, you might argue that Thanos witnessed immiseration on
his home planet Titan.<span style="margin: 0px;"> </span>He has one data
point, showing that not killing off half of the population led to decline and
starvation!<span style="margin: 0px;"> </span>He also has another data
point of a field experiment, where killing half of the population did make
things better for the rest on the home planet of Gamora.<span style="margin: 0px;"> </span>Well, any econometrician worth her salt would
gently pat Thanos on his back and say, “Well there.<span style="margin: 0px;"> </span>Two data points isn’t a lot of evidence.<span style="margin: 0px;"> </span>Standard errors are huge.<span style="margin: 0px;"> </span>You shouldn’t yet conclude that it is time to
kill off half of the population of the universe.<span style="margin: 0px;"> </span>Let’s collect some more data first, shall we?”.<span style="margin: 0px;"> </span>Indeed, in the Thanos mode, how about running
some more field experiments on some of the many planets out there, to see what works
and what doesn’t?<span style="margin: 0px;"> </span>And for that, don’t
use the gruesome course of action chosen by thick-skulled non-economist Thanos,
but rather base it on the best research and far more gentle and promising
approaches that those other aforementioned specialty economists would be
suggesting. <span style="margin: 0px;"> </span><span style="margin: 0px;"> </span>Further, mechanism design theorists could
investigate exactly what went wrong on Titan in the first place, and how to improve on it based on first principles. <span style="margin: 0px;"> </span>That already would be much better, wouldn’t
it?</span></div>
<div style="margin: 0px 0px 11px;">
</div>
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">So, why did the Avengers not pursue that route?<span style="margin: 0px;"> </span>Simple.<span style="margin: 0px;">
</span>They didn’t have an economist on the team!<span style="margin: 0px;"> </span>If Captain Marvel somehow gets around to do
something about that “Avengers Infinity War” ending in the sequel, that should be her first
act of heroism: find a new avenger!<span style="margin: 0px;"> </span>Captain
Marvel: you don’t need a Doctor Strange!<span style="margin: 0px;">
</span>You need Professor Econom! Forget Spidey, Iron Man, Thor.<span style="margin: 0px;"> </span><span style="margin: 0px;"> </span>Professor
Econom is the one with the true superpower to solve the biggest problems of the
universe!<span style="margin: 0px;"> </span>Send Professor Econom back in
time to have a nice, long chat with Thanos, and convince him that he was wrong
all along, and to show him a better way.<span style="margin: 0px;">
</span>Really: it wouldn’t be all that hard.<span style="margin: 0px;"> </span></span></div>
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";"><span style="margin: 0px;"><br /></span></span></div>
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">Ok, after that’s done in the first 15 minutes of the sequel,
what do we do with the rest of the movie?<span style="margin: 0px;">
</span>Oh, I don’t know.<span style="margin: 0px;"> </span>More Smash-bam-pow,
perhaps!!<span style="margin: 0px;"> </span>Pass the popcorn, please.</span></div>
<div style="margin: 0px 0px 11px;">
</div>
<div style="margin: 0px 0px 11px;">
<br /></div>
<div style="margin: 0px 0px 11px;">
</div>
<b></b><i></i><u></u><sub></sub><sup></sup><strike></strike><span style="font-family: "calibri";"></span><b></b><i></i><u></u><sub></sub><sup></sup><strike></strike></div>
Harald Uhlighttp://www.blogger.com/profile/12922703691990162135noreply@blogger.com0tag:blogger.com,1999:blog-1421782479988423327.post-28235633663207254342017-08-22T15:56:00.000-07:002017-08-22T16:24:23.963-07:00How to Predict a Solar Eclipse: a Guide for Ancient Egyptians --- and what it has to do with good economic analysis.<br />
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">I had the fortune of watching the solar eclipse on August 21<sup><span style="font-size: x-small;">st</span></sup>
2017, slightly north of Bloomfield, Johnson County, Illinois.<span style="margin: 0px;"> </span>No cloud disruptions, just two-plus minutes
of total-eclipse gazing and an awe-inspiring event.<span style="margin: 0px;"> </span>Magnificent!</span></div>
<br />
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">Returning back to Chicago, I had to wonder whether ancient
cultures, like the ancient Egyptians, the ancient Babylonians or the ancient
Chinese, could predict solar eclipses, and how.<span style="margin: 0px;">
</span>I searched the Internet, and I found <a href="http://www.haaretz.com/archaeology/1.808116"><span style="color: #0563c1;">http://www.haaretz.com/archaeology/1.808116</span></a>
, which says, that they did, but not, how.<span style="margin: 0px;">
</span><span style="margin: 0px;"> </span>And I found <a href="https://image.gsfc.nasa.gov/poetry/ask/a11846.html"><span style="color: #0563c1;">https://image.gsfc.nasa.gov/poetry/ask/a11846.html</span></a>
by the NASA, no less, which suggests that those folks tried to find a
discernible pattern in the recurrence.<span style="margin: 0px;"> </span>The
readings, in any case, made me feel that predicting a solar eclipse was rather
impossible for these ancient people, or a somehow really amazing and
hard-to-explain feat.<span style="margin: 0px;"> </span>And they also make
you feel, that those astro-observers back then had better try hard: if they
missed one, their heads would be chopped off!<span style="margin: 0px;">
</span>That’s a huge penalty for a type-1 error of rejecting a truthfully occurring
eclipse.<span style="margin: 0px;"> </span>I imagine that type-2 errors (“hmmh,
there could be one”, and then there isn’t one) probably were ok for those guys,
by comparison.<span style="margin: 0px;"> </span>What an interesting
problem in decision theory!</span></div>
<br />
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">Having some leisure time in my car trip going back (which I
should have spent thinking about more serious matters, probably), it then occurred
to me that it really can’t have been all that hard to predict the few
critical-solar-eclipse-times, within limits. <span style="margin: 0px;"> </span>And I have to believe that these ancient
observers indeed did.<span style="margin: 0px;"> </span>Here is how.</span></div>
<br />
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">Clearly, trying to extract some pattern from their occurrence
will go nowhere. That method seems doomed from the get-go, right?<span style="margin: 0px;"> </span>We get the next total solar eclipse in the US
in 2024, then in 2045: where is the pattern in that? <span style="margin: 0px;"> </span>I mean, fine, some surely tried.<span style="margin: 0px;"> </span>And given enough data, one could learn some
pattern in some mechanical fashion, it is bound to succeed.<span style="margin: 0px;"> </span>The problem is: this takes lots of data, many
tens of thousands of years: not wise.<span style="margin: 0px;"> </span></span></div>
<br />
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">Instead those ancient astro-observers could have figured out
and probably did figure out, that some structural modelling will go a long way.<span style="margin: 0px;"> </span>First, it does not take a genius to figure
out that the solar eclipse involves the moon and the sun.<span style="margin: 0px;"> </span>Back then, the smartest scientist probably
spend a large portion of their time observing the celestial bodies.<span style="margin: 0px;"> </span>They knew about the cycle of the moon and the
sun.<span style="margin: 0px;"> </span>They knew about the new moon: there
are days when you can see it faintly up in the sky.<span style="margin: 0px;"> </span>They surely kept track roughly how high the
moon would rise and how high the sun was.<span style="margin: 0px;">
</span>The latter is known to practically all young kids today: the sun is high
in the summer and low in the winter.<span style="margin: 0px;"> </span>It
is how you keep track of the year.<span style="margin: 0px;"> </span>With
the moon, I believe it always rises to the same height, but I might be wrong:
in any case, surely, the ancients knew.<span style="margin: 0px;"> </span>And
surely, the ancients tried to measure these with some precision (How?<span style="margin: 0px;"> </span>Not that hard either, but that could be a
topic for another day).<span style="margin: 0px;"> </span></span></div>
<br />
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">Armed with these two pieces of information, one now gets two
intersecting patterns.<span style="margin: 0px;"> </span>One is the up and
down of the sun, due to the annual cycle.<span style="margin: 0px;">
</span>The other is the lunar phase, changing from full moon to new moon and
back.<span style="margin: 0px;"> </span>If the new moon is too much below
or too much above the sun, no solar eclipse.<span style="margin: 0px;">
</span>It has to be close.<span style="margin: 0px;"> </span>The “misconceptions”
piece on <a href="https://en.wikipedia.org/wiki/Lunar_phase"><span style="color: #0563c1;">https://en.wikipedia.org/wiki/Lunar_phase</span></a>
lays it out quite nicely, actually. One probably needs a bit more: where the new moon rises that day and where the sun, and think about where their paths might cross. Give an ancient astro-observer a few extra days of thinking about it, and they could probably figure that in as well.</span></div>
<br />
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">Some rough measurement should then have been enough to
predict when these close encounters might happen.<span style="margin: 0px;"> </span>Would they be close enough for a solar
eclipse?<span style="margin: 0px;"> </span>If the measurement is too
rough, then most of the times, an upcoming close encounter will not result in
an eclipse.<span style="margin: 0px;"> </span>So, the rougher the
measurement, the more type-2 errors.<span style="margin: 0px;"> </span>If
those astro-observers warned of a potential eclipse, and it then didn’t happen,
they can always tell the king that the gods were looking upon him kindly.<span style="margin: 0px;"> </span>Who knows, perhaps they even got a raise that
way!<span style="margin: 0px;"> </span>But at least, they could avoid the
type-1 error of not knowing of their possible occurrence.<span style="margin: 0px;"> </span></span></div>
<br />
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">It really does not seem all that hard, right?<span style="margin: 0px;"> </span>It would be nice to hear from a physicist,
how precise the measurement needs to be to predict a solar eclipse correctly this way
in, say, one of ten cases and have a warning in<span style="margin: 0px;"> </span>vain in the other nine.<span style="margin: 0px;"> </span>Pretty
precise, probably, and that may have been the main technical challenge
then.<span style="margin: 0px;"> </span>“When you cannot measure,
your knowledge is meager and unsatisfactory” (Lord Kelvin, see <a href="https://bfi.uchicago.edu/news/mfm-feature/challenges-identifying-and-measuring-systemic-risk"><span style="color: #0563c1;">https://bfi.uchicago.edu/news/mfm-feature/challenges-identifying-and-measuring-systemic-risk</span></a>
).<span style="margin: 0px;"> </span>So, precise measurement surely would
have been important.<span style="margin: 0px;"> </span>But the conceptual challenge,
at least, seems reasonably simple, and certainly within the grasp of
astro-observers back then, allowing them to make some reasonable predictions,
even without the precise measurement equipment available today.</span></div>
<br />
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">What does this have to do with good economic analysis?<span style="margin: 0px;"> </span>Economists, too, need to predict events and
need to discern effects from causes.<span style="margin: 0px;">
</span>These days, machine-learning is all the rage for doing so.<span style="margin: 0px;"> </span>Just takes lots of data, shove it into a
computer, and it will detect any and all patterns, see e.g. <a href="https://scholar.harvard.edu/sendhil/publications/machine-learning-applied-econometric-approach"><span style="color: #0563c1;">https://scholar.harvard.edu/sendhil/publications/machine-learning-applied-econometric-approach</span></a>
and the work by Mullainathan at Harvard for econometric approaches, but also by
many others.<span style="margin: 0px;"> </span>One has to concede:
remarkable achievements have been and are still being made, using that
approach. </span></div>
<br />
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">But the world is amazingly complicated.<span style="margin: 0px;"> </span>Patterns are probably ultimately very tough
to discern, unless they are guided by some theorizing.<span style="margin: 0px;"> </span>So, structural modeling can go a long
way.<span style="margin: 0px;"> </span>The danger?<span style="margin: 0px;"> </span>The theory and the structure might be
wrong.<span style="margin: 0px;"> </span>That can be a problem, sure.<span style="margin: 0px;"> </span>But for those ancient astro-observers, that
surely must have been well worth the risk, compared to the machine-learning
approach of pattern detection and head-off-chopping.<span style="margin: 0px;"> </span>And regardless of how little theory we
pretend to us: we all use it anyway and all the time.<span style="margin: 0px;"> </span>Perhaps that is a good thing, for the
astro-observers back then and for economic analysts today just the same.<span style="margin: 0px;"> </span>But it surely would be good to be explicit
about it, when we do.<span style="margin: 0px;"> </span></span></div>
<br />
<div style="margin: 0px 0px 11px;">
<span style="font-family: "calibri";">IThat's it! If you enjoyed this, I might tell you some other time how to
calculate the diameter of the Earth, standing on the beach.<span style="margin: 0px;"> </span>All that you need is your thumb, some waves,
some plausible guesses and high school geometry.<span style="margin: 0px;"> </span>Intrigued?</span></div>
<b></b><i></i><u></u><sub></sub><sup></sup><strike></strike><span style="font-family: "calibri";"></span>Harald Uhlighttp://www.blogger.com/profile/12922703691990162135noreply@blogger.com0tag:blogger.com,1999:blog-1421782479988423327.post-77874808819881218362016-04-20T08:05:00.002-07:002016-04-20T08:08:53.828-07:00Roots of the next financial crisisLawrence Hsieh just posted an article on the "Roots of the next financial crisis", where "the last one’s veterans give views". The link to the complete article is here <a href="http://blogs.reuters.com/financial-regulatory-forum/2016/04/19/column-roots-of-the-next-financial-crisis-the-last-ones-veterans-give-views/">http://blogs.reuters.com/financial-regulatory-forum/2016/04/19/column-roots-of-the-next-financial-crisis-the-last-ones-veterans-give-views/</a> and the whole article is well worth reading!<br />
<br /><br />
One portion of the article quotes me (which I restate here). Your thoughts?<br />
<br /><br />
"A financial crisis is never off the table: the question is, is it more likely now than at other times (except, perhaps, for 2007)? I think it is, for a variety of reasons. First, central banks world-wide now seem to be stuck at or near the zero lower bound, with little maneuvering room. The time-honored recipe of quickly cutting rates, when a recession looms, is off the table. Even more dangerously perhaps, the central banks may have lost control over inflation. Inflation is stable, good, but nobody quite knows why, and that is scary.<br />
<br /><br />
Second, Asia was the anchor during the 2008 crisis, now it may become the problem. We see it clearly in China now, with a variety of indicators. But more broadly, we have witnessed spectacular real estate booms in a number of Asian countries: partly for the sound reasons of their spectacular economic development, sure, but one cannot shake the feeling that there might be another real estate crash cum financial crash in the making. It should be a concern, if now parents in some of these Asian countries put their life-savings together, so that their offspring can afford the down-payment on condos that would be considered expensive even in large U.S. cities.<br />
<br /><br />
Third, the sovereign debt situation in Europe is far from resolved. Debt-to-GDP ratios are higher now than they were, when the European crisis started in 2010, yields on Greek debts have started to climb again. And, finally and with the low rates on sovereign debt, pension systems and financial investors are desperately searching for higher yields. What makes us so confident that the alchemists of financial engineering will not once again concoct another toxic brew, and sell it as snake oil? Vigilance is called for."<br />
<br />Harald Uhlighttp://www.blogger.com/profile/12922703691990162135noreply@blogger.com0tag:blogger.com,1999:blog-1421782479988423327.post-66823458236107319212015-07-08T15:24:00.003-07:002015-07-08T16:05:34.817-07:00What Grexit? Just keep calm and carry on ... and keep Greece in the Eurozone.<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;">Remember the battle cries before the Greek referendum?<span style="mso-spacerun: yes;"> </span>The Greek government has let the last
opportunity for a final deal go by, and a “no” on Sunday, July 5<sup><span style="font-size: x-small;">th</span></sup>,
will invariably mean a “Grexit”, an exit of Greece from the Euro currency
zone.<span style="mso-spacerun: yes;"> </span>It will mean that the world for
Greece will come crashing down and that excruciating disaster will strike.<span style="mso-spacerun: yes;"> </span></span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;">Well, the Greeks voted “no” anyhow.<span style="mso-spacerun: yes;"> </span>Now, there is yet another deadline on Sunday,
July 12<sup><span style="font-size: x-small;">th</span></sup>, for a final, final deal, or else a “Grexit” will
invariably follow.<span style="mso-spacerun: yes;"> </span>Or perhaps the
endgame truly arrives on July 20<sup><span style="font-size: x-small;">th</span></sup>, when Greece has to repay 3.5
billion Euros to the ECB. Yes, this is getting tiresome. <span style="mso-spacerun: yes;"> </span></span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;">Now, granted, it is possible that the exit scenario will finally
come to pass on July 21st, if no deal is struck on Sunday, July 12 and Greece then
defaults on the ECB on July 20th.<span style="mso-spacerun: yes;"> </span>This
is what most observers predict, this is what the threatening voices from the
ECB suggest.<span style="mso-spacerun: yes;"> </span>So let me raise another possibility.
<span style="mso-spacerun: yes;"> </span>I will argue that there may be no Grexit
at all.<span style="mso-spacerun: yes;"> </span>Yes, there will be
haggling.<span style="mso-spacerun: yes;"> </span>Yes, there will be chaos in
Greece (no kidding, things haven’t been great there as of late).<span style="mso-spacerun: yes;"> </span>Eventually, in a few years, everything will
be humming along ok. Indeed, if the cooler heads prevail, on both sides and in
particular at the ECB, this scenario looks to me more likely. <span style="mso-spacerun: yes;"> </span>How so?</span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;">Let me start with a hypothetical scenario.<span style="mso-spacerun: yes;"> </span>Suppose, Merkel and Co. would have offered in
June that all Greek sovereign debt is going to be wiped out and forgiven, at
the price of no further lending to Greece by other governments or European
funds in the future.<span style="mso-spacerun: yes;"> </span>No other
conditions: no “austerity”, no demands of cuts in pension, nothing else.<span style="mso-spacerun: yes;"> </span>What would Tsipras have done?<span style="mso-spacerun: yes;"> </span>He would have driven home to a victory
parade.<span style="mso-spacerun: yes;"> </span>He and his government would have
been celebrated through the night by huge cheering crowds for this major
triumph.<span style="mso-spacerun: yes;"> </span>They would have considered
building him a huge statue on the Parthenon.<span style="mso-spacerun: yes;">
</span>And all talk of a Grexit would have stopped.</span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;">Take the current situation.<span style="mso-spacerun: yes;">
</span>And suppose, the Greek government simply does not make any further
payments on its old debt.<span style="mso-spacerun: yes;"> </span>Suppose that
otherwise, everybody carries on with whatever they would have done in that
hypothetical scenario above.<span style="mso-spacerun: yes;"> </span>Sure: the
IMF, the ECB and the other European governments will not be happy.<span style="mso-spacerun: yes;"> </span>But if they, essentially, act rather
similarly as if the debt had been forgiven in that scenario above, the
difference to that scenario will be small indeed.<span style="mso-spacerun: yes;"> </span>And: no Grexit.<span style="mso-spacerun: yes;"> </span></span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;">But, you may say, why should the IMF, the ECB, the other
European governments act the same way?<span style="mso-spacerun: yes;"> </span><span style="mso-spacerun: yes;"> </span>So, let’s ask, what can they do about the
Greek default?<span style="mso-spacerun: yes;"> </span>What are they prepared to
do?<span style="mso-spacerun: yes;"> </span>And: what is it, that they really want?<span style="mso-spacerun: yes;"> </span></span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;">There is a lot of noise by many that Greece should be
punished for its intransigence by kicking it out of the Eurozone.<span style="mso-spacerun: yes;"> </span>But there really is no procedure for doing
that.<span style="mso-spacerun: yes;"> </span>The Maastricht treaty does not
say, that the ECB and the other European governments can liberally bail out
each other, against the promise of debt repayment and the threat of having to
leave the Eurozone otherwise. On the contrary: the whole legal framework had
been designed explicitly with the stipulation of “no bailout” and no financing
of governments by the ECB.<span style="mso-spacerun: yes;"> </span>It takes two
to Tango.<span style="mso-spacerun: yes;"> </span>You lent money to Greece?<span style="mso-spacerun: yes;"> </span>You shouldn’t have.<span style="mso-spacerun: yes;"> </span>You are mad that you are not getting your
money back?<span style="mso-spacerun: yes;"> </span>I get that.<span style="mso-spacerun: yes;"> </span>But, unfortunately, there is no legal basis
for you to somehow now punish Greece by kicking it out of the Eurozone.<span style="mso-spacerun: yes;"> </span>Sorry.</span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;">The somewhat more elegant version is the argument that
Greece should finally, really decide whether they want to be part of the
European Monetary Union and play by its rules, or not.<span style="mso-spacerun: yes;"> </span>The mischievous hope here somehow seems to be
that Greece throws in the towel on its own.<span style="mso-spacerun: yes;">
</span>It probably could indeed somehow exit the European Union, and thereby
exit the EMU as well.<span style="mso-spacerun: yes;"> </span>And there are even
a number of economists who argue, that the introduction of a Drachma and a
subsequent devaluation would revive the situation in Greece and restore order
to its banking system.<span style="mso-spacerun: yes;"> </span>But guess
what!<span style="mso-spacerun: yes;"> </span>The Greeks like the Euro.<span style="mso-spacerun: yes;"> </span>So far, they have no intention of leaving the
EMU on their own.<span style="mso-spacerun: yes;"> </span>They probably think
that a Grexit and the reintroduction of a Drachma would do more harm than good:
incidentally, so do I.<span style="mso-spacerun: yes;"> </span>It seems
unlikely, therefore, that the Greeks will leave on their own: certainly, for a
while.</span></div>
<div style="margin: 0in 0in 8pt;">
<span style="mso-no-proof: yes;"><img height="475" src="data:image/png;base64,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" v:shapes="Picture_x0020_2" width="515" /></span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;">The key issue to all this is the ECB and the Greek
banks.<span style="mso-spacerun: yes;"> </span>We have all seen the dramatic
pictures of people in Greece lining up at banks, trying to withdraw cash, of
which the Greek banks now have very little.<span style="mso-spacerun: yes;">
</span>But as in any bank run, banks run out of liquidity pretty quickly.<span style="mso-spacerun: yes;"> </span>It is then the task of the lender of last
resort to step in and lend to solvent, but illiquid banks against good
collateral at penalty rates, as Bagehot has taught us.<span style="mso-spacerun: yes;"> </span>And that is exactly what the ECB claims it
has done.<span style="mso-spacerun: yes;"> </span>It has provided emergency
liquidity assistance or ELA, via the Bank of Greece to Greek banks to the tune
of nearly 90 billion Euro, vastly exceeding the --- by comparison --- rather
minor amounts that were the subject of negotiation between the Greek government
and the other European countries in June.<span style="mso-spacerun: yes;">
</span></span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;">What happened to those 90 billion?<span style="mso-spacerun: yes;"> </span>They are no longer in the banks. <span style="mso-spacerun: yes;"> </span>If they are not abroad, they are now in
circulation in Greece.<span style="mso-spacerun: yes;"> </span>They are under
mattresses.<span style="mso-spacerun: yes;"> </span>They are in envelopes and
suitcases, which get handed over, whenever a large transaction needs to take
place.<span style="mso-spacerun: yes;"> </span>The next plot by Barclay’s
research puts it into a nice perspective: Greece is increasingly becoming a
cash economy. For every Euro withdrawn from Greek banks, about 40 cent increase
domestic cash circulating.</span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;"><span style="mso-spacerun: yes;"> </span><span style="mso-no-proof: yes;"><img height="407" 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EJCAlm0aBEh5Np8zJs3zwPD2LFjSXR0NLly5QohhJBt27aR7t27k5deeolcvnzZkJeSkkJ69+5NnnjiCZKXl2ecbB9//HFy4sQJQkjpXYeoqCgyaNAgkpaWRggh5NKlSyQ6OppMmDDBkLV8+XISGxtLhg4dathM3/kRVdX6fGzcuNFoS09PJ4888ohxsv7000/JkiVLjL9Tp05x50DH//PPP5Po6GgPHNnZ2WTSpEmkR48eZMeOHcTtdnvtD53YO3E67dmzh0RFRZHZs2d74aDfq55EZCdG3olGpNOXk5uvpyzetR/HjcehcufA7BRudmdCdhdBxTdm9pUVx8iRI4mNrQDYrK9XBPprmzZt8K9//cv4W7duHebOnYt58+YZ/D/88ANyc3ONE9FDDz2EQYMGISsry5CfkpKC9PR09O3b1+N0TutfsWIF6tati7Zt2xqyg4OD8de//hVHjhzB/v37PSqX2rVr4/bbb/eQExkZiU6dOnGrGxofr79v375wOBzcqujixYvYtGkTEhMTcdttt5l+psNiGzBgAA4ePIhBgwZh0KBB2LVrl9dnMPp1cXExVq9ejQYNGqBly5ZGPy1fv+7fvz+OHTtm+Hzr1q0e+nv16oVevXph3bp1eOyxxzy+6ETzRUdH44477uBWsLzrw4cPY//+/di9ezdGjRqFQYMG4aGHHsKXX35p8Kji+O9//4uSkhL07dvXA1u/fv1QWFiItWvXetjRv39/r7mk6fDhw0hNTcXdd9+N0NBQQ17Lli3RoEEDrF69GsXFxQb/7bffjjp16njY1bx5czRq1IgrHwDuv/9+Dz+yvpJ97si2xcfHo3Xr1kb7mjVrkJSUZPydO3eOawPtA0KIB47w8HD06NED+/fvx+HDhw0+en/IiAhOL7z9Y4ZVxMfi4PmRp9NMnh/HzY9DdHLl8ZvFfZEuq36T2cXGvfLAAVBfihORnth1oVWrVkWnTp2M9lWrVuGuu+7yeohFcXExdu/e7SHLZrMhKCjI4GFfWQBsgpPdtlHh4+GS9cuu6TbRRNM6aD8WFRWhZ8+expe6gNIvgLHjRfp5eDWt9Etd/fr1Q2ZmJq5cuQIAHokKKP1o4oMPPsDo0aOxc+dO/Prrr9iwYQNGjBiBsWPHGh8vsDhEdrF09OhR2O12j7aQkBDYbDYvXhEOlod3S051jYgCEDs3ZSF9fHBwMH766SfMnj0bRUVF2LVrF3744QcuHpmNGzZswNKlS2G32+FyubBnzx6jb8KECWjatKlUno7RFxyyoC7j5a0R3typvGf1inwmiwd0zJIFTD+OmwOHTKcVu3j6WZ/IbDaLV/T48sYBCP45i8gYmnQlNWvW5CqJjY1Feno6jh07hmPHjiE9PR3p6elISkrykCECSffLgq9KAjerKq8XiRbugw8+iGPHjqFHjx6GX+6++26v8aJEI/LLsGHDkJqaio4dOxo+79Onj5ecsLAw/POf/8TBgwfRuHFjOBwOzJw5EytWrODqVw3ymqZh4cKFBib6T/8OhAqO8iDWdtEmZft8WRf6mHXr1qGwsNDAHBcXh7i4OC9eEUa9cu/RowdSUlJw//33g5DSz651mc8++ywqVarExcHK8gWH2Tg2+Mlw8HzPe68arES28k4wouArk+PH8efFoRIrRX2yNpF/6FdeseILDr29LDi8j00wn1ha6Pr16xEREYG2bdsaY7t164aioiL89NNPHpO4fv16Y1xCQgJq1aqFjRs3oqSkxGjfv38/MjIyoGkaunfvjjNnzuDgwYNGf3FxMTZv3oy6deuiQYMGhuPMkg9rN8959LXIyfr78PBwtGvXDmlpacbP7goKCrBlyxapbl1uRESE8cU7GjPPhoCAAHTp0gUnT57E4cOHjXnJz8/Htm3bPHiDg4Px4YcfQtM0HDx40OuncbQ9QUFBWLdunfGwENYHMmL569WrhwYNGmD79u24cuWK0X7kyBH89ttvBo7OnTub4ujYsSMcDgc2btzoseh//PFHBAUFoUOHDl4+Er0nhKBevXqoX78+tm3bhry8PKPv8OHDOHnyJDp37mx87MPDr5LkNE1D5cqVceedd+Lf//43kpKS8O6776J69erGGjKTw1tzmqZh/fr1XjLovcSzkd0HV65cwfbt29GwYUPUq1dPiFMlSMqILc5Yu3nXIhzsCYruZ08uVg4kKvPhx/HnwsEmPJaXp5/mFSVrnl/YvcWzTefj6eDhENlhBQdAPVhGVq3QfcePH8fs2bON608//RT169fH448/bih8+eWX8dlnn+H555/HwIEDDd7FixfjpZdewvDhw9G7d2+sXr0ab7/9NvLz842AunHjRjz33HPo0aMHXnnlFXTr1g1Tp041vm1dUFCAjz76CMOGDcM999zDdYSsyiprm35du3ZtjBo1CmPGjAEANGnSBHl5efj000+li1mn/Px8vPfeewCA//3vf9i7d6+QNyQkBJMnT8Z9992Hl19+2fgWf05ODtLT03HnnXcaOouLi4352bp1q9fHHnv27MGGDRs82tLS0nDnnXeiSZMm0tMqu6hpe++66y7cc889+OSTT1BUVISqVasCAHbu3IlKlSrhzTffRK1atTB58mT06dNHiuO5557D0qVL8eyzz+KRRx4xdH7xxRcIDQ3FM888w7WJZ6umaejcuTO6d++Ojz76CEVFRcZvz7dv345t27YhKSnJ+P296rpg+wkhiIyMxPjx4/Hzzz8Lx7Nz3KpVK4/Py+m+3r1746effsILL7xg/AJDp8WLF2Py5MkYMWIE10ZCCDZt2mQ8H+HSpUtYvHgxnnrqKdx1111CHGa4mzRpgjvuuMMLh8pYEZ8oWMpOlKJXFVtk8+HH8efEoY9j45JoP4tirWi8KBby7KWTr0iXKF+VFYfXk+JYo9lBdEInhGDmzJmoV6+el8K5c+ciNTXVI/kHBASgVq1aBu+IESOwa9cuzJs3z+B58MEH0axZMwClt+0//vhj/Pe//zXkVKlSBZ988gnq1q1rGmh5DuBhZPGqUtu2bXHfffdh1apVWL16NcLDw/HMM89g7ty5Ut2TJk3CyJEjjZ/d9e/fH48//jhmzJghnPz4+Hg8+uijWLp0qXEXoEaNGliwYIHB9+yzz+Jvf/ub8YCSvn374uOPP8abb75p8Pz6669Gvz63bdu2xbvvvosmTZpI8cp8Q0jpF/1atGiBGTNmIDMz0+AfNmyYcZs4Pj4ejz32mBQHAMycORNpaWnGUwk1TcPUqVPRsGFDoX7aRtbWgQMHonXr1pg+fbrx5cyePXvik08+QXx8vJecstKQIUOkX6LTqU2bNmjdujXmzZuHFi1aoFq1asbc9OnTByEhIfjtt98wdepUj7Xx97//3eNnhyxpmoZNmzbhf//7HwghiIqKwscffyz0nxkVFhbi7bffRtOmTT0eKSsj2X6yutd8GceuCV/Jj8M3mTxe4PrgkB3oeON4CZrXx5OnclqX8VxPHMbv0FlDeML27dvntZGbNGki/Cb4lStXcPz4cQ9jW7Ro4cFz5MgR40lWQOmXtiIjIz2MPnfunPEUMIfD4fGlIJ327t2LsLAw1KtXz2g7cOAAAgMDUb9+fUPW4cOH4Xa7Pf5pxbFjx1BQUIDmzZsDADIyMnDu3Dk0bNjQ46lwp0+fxoULF9C4cWPjiWWZmZnG08wcDgcuXbqEgQMH4u9//ztGjx7tZadOqampcLlcHpjT0tLQqFEj4URevHjR4ylwgYGBBg7dXwcOHDCehBYVFYWoqCgcPnwYDRo0gM1mQ1ZWlseT74DSjw/q1q1ryNi/fz+Cg4M9vr1PCMG+ffsMXr2Nt/jT0tI8vuRXq1Ytj99MX7p0yRQHIaUfYdAn04YNG6JSpUqGTno+6CfsnTx5EtnZ2WjWrBnsdruHnYcOHTK+KBgZGYmYmBijPy8vD8eOHfNYg8XFxUhLSzN4AcDpdOLAgQOoWrWq8dRBXcaGDRvwyCOP4J133sGjjz6qFPCmTp2KJUuWYOfOnV5PQQSAkpISj4+dgNKPrNgn4el25Ofn49ixYx7tQUFBSEhIMHgA4ODBgwgMDDSeoaDTvn37UKVKFY9CJzc3Fw0bNsSAAQPw0UcfSfHoOsoSuHmHCdHtVbqtvO3y4/AcX1FxqLRbLT5Ep+vy8iWvHRAfPM1wePwOnUdmv6Gz+oQdup031urvFmW/nWd18WyS/X5ShIXmyc/PJ5cvXzb4nU4nWbFiBYmPjydfffWVKX6ZDTJeEW5ahpXfgqrOocy3Ij6RnpsRx65du0jdunXJlClTPJ6twJNDXxcWFpIHH3yQ/PLLL1L9vLVS3jhEdqanp5O7776bFBYWCnGIqCLhUJkPP44/Jw6Rvb7EEKvyzHSIfFWeOkaOHEkcbAVAFCsdXiXBG08IkfLw9IrGsONZPlF1w96e4Nkves/ioWWtXbsW69evx+DBgwGUnqCffPJJDB8+HMOGDTPVw+IR3X6RYWPHqoxhiR5LOFU2rYOdB5E97HtWz82G45dffkG/fv0QHh6ORo0aGd8JEa0luj0oKAiJiYl4+OGHjZ9/ymxjMfGw82wXvZetT50GDhyIu+++2/jZqcpcVkQcKvPhx/HnxSGK9TQfm3N4Oc8sR/HITM71xgGYfIZe1oTH8vLGs6DogCsKzCqLjKeHTRpmE0TL4PHWq1cPR48e9XjUanR0tPHlLpmfzPwh61fZKGaFmerio3Xw+n2x7WbEMXHiRAwbNgxNmjQxvqjG4xOti2nTpmH16tVYuXIl+vXrp2yHWZvKe1GbbtuaNWtACME777xjisPM9zcSB4/Pj+PmwSEi0d7mJU1RbpGNl2GU5UaWt6w4AOZb7qKTCt3PApUlbl4yZgH4shhEen1NjCI7ZWMBIDExEW+++abxbHGg9It89913n7JuEflSDdLtsj5dv1kBdD0wqBY6fzYc48ePx4ABA7weoCOzjcXx9NNPe/yE01eS+ZS1QUVGSUkJJkyY4NGvsp/LSuWNg3ftx6FOFRmHlVijeuKWxYnyHGsm1woO0y/F8dqtTKzoVgLbxyZXlWuRbSI7ebao8FtJQLyiiKdLhIWVJfK3bF5UKz4eBh5eGQ7ZZhbZzfrgVsAhks3Tw1sLIh0iW3j6ZGtUtsb9OPw4KjoO1VgpexXxmuGxmhtldsjkmNk/atSo0hO6R4bnTDgLRKSQB5YXVEV9dBvPJlYP/Wq2KEQBnV2s9HuRL3h8ZklJNQHwcLI6aX36q2hBy9pZXTxf8HwlahP5j9d+K+KQBTB2b7ByeTjYNnq8DAcvQMt84Mfhx1HRcYhsYOXw7KXl8nILawPrD3bPy3zEs4uNR2XBwf1SHG0kz9nsguCB4E2iirEix9J8PL2yyeHJEdlG6xBhFdktslelXVaQiHCY8bKbgKeH5mHtYje3DBMvUbJ9tzoOWZAQrQ/ZNWsPz0+i8aqBWyXo+HH4cdxoHDz5ZsWESBbNw0vcIt0sdlE7Tw5Pn1UcAPXoV1HikfWbTTpb0fCAsTJ4k8m+l9lp1mdFBmsX7QNZYBdNgJktVsawRYVokfHs5OGSjdfH8RYsLVdUWYvm9FbDwSssRPPO8sv2AiuLxciTL9rv+liRDj8OP46KiIOXc2h7Ze2i3CTDwcYJXvIW5Uwzub7iAAT/nEVWFdCkYrzuLJ6hZsRzhEyW1YVqRqLqkO6jF4NqQpbZw06QCIeZLl7i4vGIZFuZe1G/yEe3Kg4VEu0pUfHIG8fDJApaskKbR34cfhxsf0XAoffJkiovh9DFiiqJ9LI4VOI8fV1WHMDVhC6rtFSAyaou2gDWGBacijN4RQILzmoxokJsghVtChYHT4YMJztBZrJkOMw2KMurmpR4/pXhkAWOWw2HrAileWQY2HXE8ltZkyJ/+XH4cfyZcMiSqkgGLV/lACja46KcZjUHsXnNFxw2VeUyo1SrLvaEI+Kj22SBW3StsujMEqVIpiyIWzlJmtlhNp62R6U4YRcLe/LkvbJtvGKGtkd1s/N4bg0HzxMAACAASURBVBUcrN28da5aZFixzwqfCq8fh1iHH4fvvL7isFpYqBQGMtt5ydgsp7G8ZvnFFxweJ3RZYjI7McuM5yVxkXxZdaQix4psni6zqpKWxU4Cr2KSybDSL2tXTTiixCV6FbWJyMq6EdmowvNnxkGvYdUAIAskN4r8ODzH32jy4xDLUhlnJT7otlmN8Wb2lgcOj8/QRadQsxO8WZ/KxNCVhihp8qo1EfEqOl22CiYzMpsUEQ7WDp480UaTFRuyJKRSJPFu6bByVBYc+151zm52HLRuswKY995XKos82Vz4cfhGfhx/HA6rxbvVA63oYGGWW6z6zgoOr1vurAJfqwaWRxZoWRtEhYWKDWZBW3e82e0TdgzvveqCMkvQMv0y/4uKMJl+Ho8uh+VjfcmzU3Xxqsq4WXGoFLW8wo8lK0Wor4Fbtof8OMRyVO2xSn4c18abxWJZLOX1sfvZl+LdlzYaA+8w4isO4ZfiWKUyQ1TGmSVR2emT7uc53kwOK49XXNBtooQgumZlqxDvxM72mS0E3knfih1mc8jOFy9JyeaYlSG6vlVwlMfJyIzYdWS2t0U2ida8H4c18uOQt5cXDrqgZ9t1+bI4QB/0eMW7KP+wcYr2jSifmNlRFhyeD54GPziKHM0LYCrjzE5DMh6z05pKYBcFY5FMUcLlVYu+FEdlJd4iFBUlPP/wCghewWW2LlQ2pGq1ejPiUC1arepjdVsZI9pjsjXvx+HHYYWfbrteOET9ZkmVFyvoPl7Clb2yOswOJrxEXRYcxi13meN44Ok+UZCUJUiRwTIeM7mycSI+Xxb09SDehpH5QIWHJ9/spEm3qyRDmSyzZHwr4lBZ56J9xpPB41U9GfBw0P0y2/w4/DgqEg4r9rP5jsen22lWyPDynigeiHjLE4f0lrsoEKo4VNSvsnhkC8IXB8nISmK3yqMyYTKbrJDZ3KjoV0lGVqt93tyZFWQ3Iw56jGi9m9nG02ulEGRl6baIThe0XD8OP46KjINtF+1ROlHzxrCJXJR72DEsfjNfsXpofWXB4fXoV55iNsCKTj1mQVLEwzqQnXQV55jhMCOVooY3ybKK0mwD0TLYqkuW0GRyZQvAbLwIi0oCY/tVEvKthEN1vAq/aH3IilOV4ofe12yw9eMQkx+Hue7rjUPXwcZPXrKVFShsmyhWs4cDlUPaH4GDe8udZwQPqFnSUQXNM5qWI+I1C9AqC9CXk6BZJatCvAkSXVuRKyLVRWemT+Q/3hoqD7tZuhlw0JtWhWTrT2XP0LwqvpMV3zxePw4/jhuNQ1W2Ll/FdrOcyMqSyVDNM2XBAXBuuZsFQd5J2qxKE1VC9Dgrky2TKbtW5ZElWzNe1UUo8p2Kzbw2lSSkuvhkG0pUeIgWupm/bxUcPNtUNi2Ng5Yh2wcyvKqBwiyg+nH4cdB8NxoHe62Kg+Zlky9tr1mc5u1/Vo+oT4bLCg6A8zt0mRN5yVxvZw08f/48+vfvj/79+yMpKYkrW7++dOkSpk+f7uXQU6dOGTKSk5Pl6C1SWU5dspM/O3GiJM/jLy9brMhVGW+lgvWVbnYcPHtE41UKkLLooHXJZKjEAplsPw61flqXTIYfh3oyZAsV+r1IBy8HsvaKDhy8YkDTNGRlZRk5rH///tizZ48hb8uWLUb70aNHTZO2Cg6HV4sicF5S12nEiBHIzs7GwoULAQCLFi3CtGnTsHr1asTExHjJu3jxIg4cOOAh1+l0Yvz48Vi0aBEAYP78+Xj++eexceNGhIeHi8z2sJ+2i1eVyRa47A4Ebyxtuyi5s/rpPt44XgUmwsGOp9tUeXi+E/lBtPis2nEr4eDpY9tVCkIzP/Dw8HSLcLA289r8OPw4KioOkR5efODpE8VtmR5WTn5+PsaMGYPLly8beRAAIiIiAABpaWn49ttvsWDBAgDApEmTcPr0aaxbt65MOBx0oy6AfmUDoZkDAGDJkiUe11OmTEFKSgpcLpcX/6FDh/D888+jUqVKHoYfPHgQsbGxiIyMBAC8/vrryMvLQ1paGtq1a2eabHmLjEc8bGaTLpLHGy/TrWob2yazSWUDsO9Fr2a6RQtfhkWWgG8FHCLbee9FOFh9VtYt2yfCISuO/Dj8OCoaDl2OlX1tFtfN9rcIOwA899xzmDx5Mpo1a+bF63a7kZ6ejpiYGNSsWROEECxduhQjRozA0aNH0bBhQ59xeD1YRsZslvzoPvaPJ2/79u1YunQpPv74Y6NP73/qqafw6aeferTNmTMHEydO9JhAdhzPJtYRvGrQbMJkZJYEVEnFBlGxIqpwaR7eXFm1SWYjb02wm022SW4FHOW15nQ7RGtdpkdkL72/WfLjMCc/jhuHg92z+h6l+2V2iGRajS2apiE1NRVxcXGIiIjg5sLi4mLMmTMHL730ksf4t99+26vNKg6PW+6+JBSzSQaAdevWoX379ggLC/No/+KLLzB69GgEBQWZ6hWRWcEh46NJJQCr2KBCsopVVZfI775uRjN+nn9Ubac3m6wiv5VwiGSr4BAVEqqyeHJFxQtPv4z8OKzL4sn14/BNN5v8zHKBCrH8ZoeOpKQkJCYmYu3atTh37hwAoG3btrjnnnuUdfqKw+szdLPbJFYcq/P++OOP6Nmzp0dCX7VqFZo3b466deuisLDQVIYV0sdMnDgRV65c8er/9NNPYbfbuWN8tcOs0GHbeQveij7RGCubUWZzWTeBTI8K782OQ0a8MVZwWLFT1c9+HL7L9ePwTZ9V2XQffReNJTMcS5cuxZYtW7zan3rqKbRp00ZoAy134cKFGDJkiHHL/eDBg7Db7ejevTsXB1vo+IrDwQrmBUJVB/LGLF++HLVr10bbtm2Nvh9//BEHDx7E6NGjER4ejoyMDKFsERiVhbB27VpkZWV5yRk8eDCmTJliOt5PfvKTn/x069DGjRuxaNEiZGdne/U98MADAPh5ic6DANCnTx8MHDjQ+G7YpUuXMH/+fISFhaF58+YGr+pdEbMTuq7X40txZlWA2W0AlreoqAjnzp1D9erVUaVKFQDAkSNH8PLLL8PtdmPFihUAAKfTiczMTHTs2BFPP/00Bg8eLLVDtS0uLg7BwcFG34ULF1BQUIDff/8drVu39tLhJz/5yU9+unXp559/NpJ5bGwsbLZrXzOjc4lO9O13Oj/GxcUhKCjIyEdVq1ZFUVER8vLyDB7RCd3qHVqaX3rLnVYq+sxQ9BlMUVERli1bhsDAQAwaNMiQ36BBA2zdutVDRkZGBsaNG4fvvvvO0NOuXTvs2LEDf/nLXwy+X375xbjlwdrMOggA1qxZ43E9cuRIrF69GgA8Jop1itU2FX6zz13Ki3z9mMJMBrtwfdHhyy3rstDNhsPstTxJ9SMkX2T6cfiuU3RdFpk3Aw7At+/TsLGZ7l+zZg1q1KjBlcX6h34fHx+PrKws5OXloXLlyl622Ww2NG7cGKmpqWjatKnRt2fPHrRq1cr0jrTMZ8IHy8hO3iyf3kbzffXVVygpKcHjjz/OBW12K/3dd9/F5MmTjbZNmzZhzJgxeO2114RjRAGc/XyC7adxsLyyzzZ4OmT6eDp4+njjZbbx/C/DbKaLp4NXyLG6RbhExeGthEMkizde1M8rnFkcVuSx9vJ0+XH4cfxZcJjFABaPLwct3ngWx8CBA7Fjxw789ttvxpjU1FREREQgLi4OAQEBGDNmDObNm2eMW7FiBV599VVMmzatTDiED5ahQfKSvEgBIQTz58/HRx99hAEDBnh8Vv3iiy8iIiJCWmHoZLPZ8PDDDxvjo6Oj8dRTT3nc9qBlyGyjiV0UbL9ZwUH36a+yRWrmQ9612UZg9fCqaV7iEukS4WETKyufXVQie8028a2AQyZLhFWFV7Y3rcoQkR+HH4cv+v5IHGwBopqgRQWFKoni8pAhQ7Bs2TJ8/fXXAEofKNOvXz80aNAAhBDExMSgWbNmRn6rU6cOJk6c6IHHFxzShM4aKUtydP9dd92FVq1aefFUqlTJixcAqlatildffdVL3/Dhw7F7924AQEJCAqKioizbxTpGJUHQfCKsPB5Rdas6KbR8UfUqahPZItPNJjqzdtFYK8QbcyvhkJFovfBwmMlX2RMyOap6/Dj8OCoKDjMZZv0qyV21SOnatStCQ0ONz8xjY2PRoEEDg6datWoYMmQIDh48CABo3bo1qlSpUmYcxrfcRRMnq1pEFV+bNm2EhvECdFBQEFq2bOklp3LlyujUqZNwQalUgrIChMXuS2BnZfLsE5Es4cuqV5V2qySqeHWiT8Asv69JUaS/vORUJBwqclWKZVX5vuwJus+Pw4+DN7ai4qBfRXHVyt62Wujw2uhfdvHiTmRkpPEkVF5M8gWHx/9D15XSg3gBkuZjT0SyKk3EJ+KhdbK66Gsze3j9Znaa2SfSxZtk0R9vI/H08nCY8fuCg7WNJXahsbw8vaL1cavisIKHZ5vMBpFNMjtF+ES2+HH4cVREHDTR+5jt513LdOoxWhaD6bEiXXSs59nAOzz7gkP66FfaGFaJbiBrCK+N188DICKal/eelsfaSv+xMs10qthlxs/aILJHJkcFB8/HdL8ssbFzqhMrUzROxCOaD9nYmxWHyGYemY0V2UC/8oIDIQRHjhzBiRMnuGN27NiBy5cvW16bVnCcP38eKSkpZcbBytVfDx48iDNnzkhtq0jzIcKhGlv8ONTiLtuuy1Gxj9evYrNMHs+XIj4rOLiPfqWTJE2iio4HgPeeLRBUAfPAsLZYKQ58IR52VV4rY33htyKPVw2KFriKXJEeszG+4LtZcHz55ZfGIyFZqlmzJh555BFT3SK9or2r07p16xAeHo66det6jVmwYAEmTZrk9YhmFVvY+RDpP3z4MFasWIHExMQy4RCN+f7775GYmIjY2Fjlcb7g4I2V9f1R+/9WxcHjt5KgzezmFTU0n0oBolLQlBWHcUJXrXrYftEky25fqBB78mblsmDZisXMFhV7WVvM+Hn+sZIcrLSZ+Z3lFRVTPJ/JFpJq4UTLpsfKKs2bGQdNsbGxiI+PR3x8PE6cOIETJ04Y17GxsdxgQt9i0zQNLpcLb7zxBvfEJNKrElBEJPIXbx5EQU52/WfDwc6HSL7+M1tCCJYvX469e/f+KXFU9Png5QNWh2qclSV6vV8UV3ixX5QPrgcO4YNl6PeqSYkNcGWp0OjxrFzee3as6NpsAek8Ij2sTWYYNU2D001w+LILGQUEbavbER5o8+LhXYvs4G1AegGwGIudLhACBAWIn1/PjhMlMatkVvVbwcGzize+IuKg+3r06GG8159KNWDAAA9ZLPFwrF+/Hi+//DLXTl/3HSuH1m/Fd2XZ+/T4iopDdfy6devw6quvQtM07Nu3DyEhIR5fAFbVfaNxlGU+/ggcuiyRvvLe93ScUU3YqjrKgsMhY5YFMFHlIErE7FgVA1UrPFGi48mWyeThUh0vwuEmBP/3ewnGpBfBTYA7Kmn4qFkwmoTahLpo/zndBG4CEAABNsCmed+1YEmX43QTbMlyYs7xYtQKBEbVC0KrCDtsJhhFMs38oZpszZK2SJ7stH2mmJUjO4ETAQ8RvPel/xoFakBkoNrm1vHl5uYiNzcXL774Io4dO4ZmzZrh3XffRVhYGF544QVs27YNp06dQqdOnQAAU6dORfv27ZGVlYWRI0cCAIYPH477778fNWrUgMPhWbuLfHnhwgV06dIFLpcL9913HyZMmICQkBC43W6cO3cOmzdvxty5cwEA7733HurXr298UxcARowYgXHjxuG5554z2p555hk88MADCAgI8NKXkZGBgQMHokuXLpgyZQrefvttbNy4EQDQpEkTvPfeewgPD+f6KicnBwUFBXjiiSdw+fJldO3a1buYLS7Gl19+iX/84x8AgEWLFqFx48YAgA8++AA1a9bE6tWr8dtvv6Fly5Z4++23PT5ycDqduHDhAv71r3/hn//8JwDgm2++QZ06dQAAly9fxssvv4xff/0VANC+fXvMmDEDoaGhBm9KSgrGjRuHCxcuYPny5Xj99ddRp04dLF68GEuXLsWXX34JoPRXPd988w2qV68OwNreMiOryYy3z3052LGy/mgcvHF07uFd622+2qKS43g6y4oD4DzLXTQh7KlHxK9yYpWBkZ2ueLxspcQbL3MoaxvvVUYyXkIIcksIpqcXId9NAGjYWODGvBPFeLNREKoHeS/0QidBTglBnsuNc06CI7lu5DsJ8pwEiRF2tAq1o3qQzRQbAOy86MTEY0X4tcAN5Gn41VmEZU0rIa6ynTtWtujK47TEIytzJNK/KduFbr/mXx0EQOcrdTnzql/gGg+I9xgQgGjXmFjdRKWtVEajyhqWtwhG08p207sHOi1cuBDff/89Fi9ejAYNGmD//v14//338be//Q3vvvsuXC4X7r77biP5AcCUKVOQmZlp/KeoL774At27d8fKlSuN38CKdOv0xhtvIDk5GTabDUlJSVi6dCmGDh2KwMBAjBs3Dp07d8aWLVtACMELL7yAzZs3Y8eOHcb4goICzJw5E5s3bzb0jBs3Do0aNUJiYqKHrgMHDuCDDz4w7J03bx5atGiBN954A0DpF9y+/vprjB07lmvra6+9hr1792LZsmUIDw/Hjz/+iEmTJqFDhw4Gz5YtW3Dy5ElDx7hx4zB69GgkJiaiuLgYCxYswD/+8Q/Uq1cPe/fuxdy5czFq1CjExMSAEIK0tDQ8/PDDmDZtmiFjzJgxGD9+PJo3b4733nsPDzzwAObPnw+g9FngK1euxLBhwwAAQ4cOxZYtW7Blyxa89tpraN++PXr27Amg9NGi9Hzl5ubizTffxMyZM72wmu0P1XVl5UDDkpV4aEVHeeMQxQw2jtE6VWKNiu9YHKI7EmyflUJIhAPgfMtd9bQsSshmoGke3Sh2omSne54unhyRTbzbJGUlmd5//16E39y4lhyIhgXnnfjyVDFcbrcH/6UiN2afLMbUw4UYl1qI+1MK8OjhIow5VoznT5ZgyP5CLD1VjCsl/KKFbrtSQpCU5URaAdGNRHq+G6uznHC71XzAWzCiIkz/M/ON2foSFWQy/Y8dKERpFtY8E6rGvtJJmu7TShM5IShNwrjKR+kiuHZNaKFUv6Z5H/414HA+wZu/FRuYROtbbz9x4gTcbjfmzp1rJOLmzZsjPj4eq1atEs7HzJkzsXjxYqPt0UcfRbt27bz0yOj99983/rXwfffdh+PHj2P//v0IDg7Gd999h2eeecawdfbs2QgMDPSSoT/SUra+du7cie+++85IXoQQNG/eHJmZmTh//jwAoHHjxsJknpqaiho1amDhwoXGCb5bt27GRxcAcOXKFRw6dMjDB++8847xSGmg9F8sx8fHQ9M0JCYmIi4uDv/5z38AAC6XC1u3bsWUKVPw8MMPG2NmzJhhPAirXbt2OHTokPFvmtu3b28kc51E8aF27dqoVKkSjhw5AgCoUqUKN5mLiA34ZutKdb+LbLZ6mlSl8sYByG2lEyotV5XY8boMVZm8uCo77VuxwzihW6k+6DFWJll2B0B1vIp8nax8blKWRC8ak+8k+DSjpDQ56Ke+q8njwzMl6Bhhx+01SmuqfZec+PRsCT7OcOoWeY4jwHmXhk8znYipZEP/mABUsnsvCEIICIADl11Ye8mFfEKu5joN55wEydku9I9yo0Ylz8/TfcHKzqfKWjC7o8OrWFUW/lVpuJZoqWO5nsQ1vYkw+Vi7luw14ikGDJ/+QnQ+Rh99R8Bo52MVUUpKCtxuN/dpi7ocwyJGXl5eHmbNmmVcp6WlmepTId32vXv34rvvvjPaS0pKTMextGvXLkRHR+Oxxx7zuL3cvXt3rFixAq+88gri4+Px4osvCuVu2rQJderUQXx8vJDnwoUL2Lp1K8aNG6dkF0tOpxPffvst1q9fL4wPffv2xbBhw3D06FHUr18f48eP95IjmvOmTZti48aNmDZtGho3bozJkycb/8zDjHh3J1XHifhFe84MR1movHHw2mUnWpaHJVGbqOAR5TaVOwC8WGoVh+mT4liFrCArk2EW0KwkYJXxVmTJ7ghY7dNpZ5YTx50aPHNMabT/zQm8frIEswM0/F7oxjsnS5CcS5/YqXGUjiOFBNNOFCM2SEPnGg6vBaNpGvJK3Nhw0Ym9BWziAo7kuXEk143qQTbDfl8/PpH1+zqXvFtXvHXoXUTQCRyeuDXquOwhCNeSvOFvDdduy1NHfK/b6XTyZ2zwKArE65F350Fl/cr8OnXqVPTr18+43rVrlyFf5kczHZqmIT09HcuWLUOXLl2M9rVr11qSAwAxMTEoLCzExYsXjc+idXryySdx9uxZjB8/HkVFRZg+fbqpzTL9KSkpHidml8sltEt2J0jm80mTJuHcuXMYO3YsnE4nnn32WSEva3OfPn2QkJCA1157DSdPnsSSJUu4/KJEYTUxyHCUZb+atYl0lBcOOm7Qt9BFsY2VYRbnePy8NSKKoSpxlR7vKw6PL8WJDGCTtug9PZ7XzjqH957nTN5JUBbweY5TScC8goB2qsg/PMotcWNuRgmynAAIEG4D7q5ix5ESgr1FBC4A/8lx4eLBQmgE2FZA4LyaBTQANW1A6yAN7cPsqB6oYf6ZEhxxAtCA9EI3ph0pwrIqdtSsBA973IQg9bIb/y/ThSI2CWka9hYSrLnkQotwB6oEXNscKndO2JOhL8HBOxHLx/FsY9//r20ISjw/vahwFHr1XpjolpxKMWxWZI8aNQrPP/88mjRpYvR/8cUXQvlskKHfa5oGt9t9rUjMy8O0adMwd+5cREZGGvx2u91yIoiLi8OYMWPwyiuv4MUXX0Tt2rWNvqZNm6JJkyZYs2YNDhw4gLfeegtTp07l2ixr0+1r1KgR3nzzTY8+9mMCUcwTkcvlMj6WAIBWrVqBkNJfHezYsQOffPIJnnrqKeldAF1+3bp1UbduXTRt2hQXLlzAqFGjsGjRIksFBY3X6roSyaHHWy3YROtKxZ6y4pCdnFUPGby9wCZXEb/VPCGy21ccXj9bkyVXXqIWAZQlB1ERwOvnVWRsJcPTwbNd1UbZrScVOYQQbD7vxL4rbrivnuDqV7LhhXoB2JrjxhunS3DJBZQA2JJPfS6raYi1A49HOjAhPgg1g0tP0W5C0KKaAw+lFuC8s5RvSyHBkD35+LxFMOpVvvYluSIXwUe/FWN/8TW5XUM07CggyEepzu8zS9CvhgOtI+xefuaRaHGq3BGRVdJ0m2i8TJ9OdSvZlDariMeXuwmqd7BE/TJbQkNDoWkaLl++jLCwMDidTixbtgypqamYNWsWN4AAwNmzZ1FYWAig9OdwmZmZyM3NVcLB21+LFi1Cs2bN0KFDB+Tm5uLMmTNwOp0ghODs2bO4cuUK3G5+JSUKfjpVq1YNH374IYYPH4433ngD9erVw4ULF+BwOBAWFobatWvj7NmzuHDhAnd81apVkZ+fj/z8fISEhIAQgsuXL+PixYsGhoCAAMTExCAkJAQ1a9YEALjdbpw6dcrDZ0VFRQgKCkJ+fj6Ki4sNXk3TEB0djTNnziAmJgaaVvr9hiFDhmDr1q0AgHPnziEkJARVqlRBvXr1kJqaiqNHj0p9rlNubi4KCgoQGRmJmJgYBAcH4+zZs4Zunj9FvtbHmK1x1QOQlT4Z/43AocugX2UJUjTWrM2sX3R4FR1SeDZaxeH1LXeegSrOYydQlrRZQKIJkrWZTTYPA2uX6KSvunALnAS/55cGtFohGirZS+3KLSHYlO3CmatfXgvSNNwZbkditQDUDyXYU0DwTZYTLvpzcg2ItQNv1w3EgLhAVA64hsOmabgjwo5344Mw9bfiqz/RIvi5EHj3WCGeqhOIupXtCA3QcCjHiS9zrh7lNQ01bMDU24LwyYliLL/iBjQgpRjYmu1CszA7guzyeeZVqzqJ5obnV9mdHN4c8OZDNudm67Ui4KBJtq67d++O3Nxc4+dRBQUFWLt2Lbp27eoxvlWrVli9ejXq16+PhIQEdOjQAQsXLkTfvn1x/Phx7N692zS5sPt18+bNSE9PB1D6jfWGDRsCKD2J33bbbViwYAH+8pe/YPv27Th16hScTqdUrhn94x//QPv27fHZZ5/h7NmzOHnypPEUu6ysLDRv3tzLRwAwZMgQLFmyBMuWLUONGjUAACdOnMC2bdvQrVs3EEIQFxeHJ598Ep9//rnxDXun04k9e/YYt/JXrFiBsLAwREREIDMzE6GhoRgwYAAIIQgKCsJbb72FBQsWoH379gCADRs24I477jBs2rBhAwoKChAdHQ0AOHPmDBISErg+aNy4MU6dOoXVq1ejd+/eOHLkCNasWWP8Lr24uNj4hr4ocZklNCvxUkQqhTqPj2fHH4lDtl9ZmSyvCCdvz6vikMUAmS5fcQCAvU2bNjP0z9xUkpwouPKuRYBEAOlJE02eKGHz+NjrlStX4ujRo4iIiMCoUaOUFq2I8pwE358twawTxfjvBScuFLlRM8CGakE2HLrswmdnnThaTACNIDbAhtfqBKJeFRsqB9jQurINP11w4nTJtS9S3R6iYXKtQDxWNxCB9ms+Niovm4Z6wRocLoKUPDfy3YATGo4UEuy97MLpAjcCAbx7wokDhaUJH5qGEZEODIsLQJhdw7cXrwVfUgz0irSjSsC1HzqI/M2rEmWbkFfg6e9ld1Z4bVaKyYqMg7VBJ5fLhaioKMTFxXm0JyQk4PTp09i7dy+Kiorw1ltvGUlJ0zTYbDa0bdsWSUlJiIiIQHx8PDp37oxu3brh+++/R+PGjTFp0iTUqFEDTZs2RXBwMDSt9AlzsbGxRgKibXM6nThx4gQyMjKQkZGBVq1aGQ/BCQgIMH7TvnHjRgwcOBCjRo2Cy+XC7bffbsgpKSlB8+bNPf5VstPpRKNGjRAaGgq3240qVaqgYcOGhh/1k3m/fv2QsNx/lwAAIABJREFUkZGBlJQUZGRkIDw8HCNGjPCwkZ6z1q1bIyUlBWlpacjIyEDDhg3Rq1cv1KlTx/htfFRUFIKCgvDTTz8hIyMD2dnZxi38n376Cb169UJOTg6OHj2KGjVqGJ+36zrCw8MRFRWFH3/8ERkZGRg3bhwGDhxo2NSiRQukpaXhwIEDyMjIQO3atTFgwABjfHFxseGfZs2a4dixY0hNTUWnTp0QExMDh8OBrVu3IiMjw3juAG8tyeKvLNGpJBK2ryx7z0zm9cIhk8/LRSK9O3fuxKZNm6BpGsaOHYuQkBAvfbx4I8tn9HhRYi4PHCtXroQ2cuRIon9mw0uWotOuyqSrJF6W34zX11s/ADBy5EgkJSWhXr16+Pnnn32SAZTeAt+S5cQTh4pwrLj0i2fhGtAhzIZHazhwtIhg9pkSZLsJNGgYGmHDJy2CEXo1eRJCsD6jGG+fdOJAoRu9I+wYHhuADtUcCLTL71acyXNh5rEiLL7gQv7VvA0NqAwgIVjD/kKC0rvtBM2DbPgwoRI6VbfjTCHB8JQCbMwv/VJQmKbhn42D0Csm0EuHr9eqfhRVxyrrxZc1UpFwmJ1MfLHHl7Gqe9hs/J8Zx6xZs5CQkID777//T42DHnOr47B6MmflfPzxx3j99ddBCMH+/fuNuz9m+kV6RbwqPFZxjBo1iv8Zuuxa1MYjq5OpEmStBnsrFaqqzoISN748VYxjJde+RZ5DgDU5buzJLYZTA7KvfrSoARgUGWAkc11et6hA1A9zIMcFxAVqqBaowWEzv0MSHWLDpNsCUOAkWJztBrn6jew8QvBLgYEEIECXana0CrPBpmmoEQjcV8OOjSdLE/plQrAqw+mR0GUk8o3IXtlcyNrpBcyTY7bZKyoOEY+v+0sWBMwwsTrM5NzMOOixf2YcN8t8lBWHaE/yTrQy21T2Pz1W1K/iy/LE4fFgGVo4Ieb/e1vVOB5Z4VWVwQbS8tDBkpsQrDnnwtJsN/SfGOtOdIPgrAulX1wDAALcHqihd5z3Iy8dNg23VbajdZgdNSvZ4LB5Jwl6EnWyaRpqV3ZgXssQrEwIRPsAN0JtgJ2eYKKhdbANQ2oEIOzqN9mDbMC9kQ7cWckGXP3Q/oscFw5mOz30iSpCXpJiF5ZsIctIpQpl9cqoIuLg8YkKC5U1rOIXX3HIgh7v+s+KIzg4GIGBgX96HOy1H8e1PS2TpYJDBR8dP1QLFsA8OdOyVXF4/ftU0UDeLQC9nQXFjmH5WF10u9ntFNU2lUKDd3tHZLP+/vAVN8YeL0YJKf2MurIGdAyx4QIh+CW/NOFfe7iIhol1AhBg4/uAtYEm0WLWKcShoU9sIO6NCcS2LCc+PlOCX/PcSC8iiLAD3Ws40Kaq3cPft4XY0CvSgV2nSlBCgHw38H2GEw3D7LBrnnPI+sbs1MqzU3U96O9ZXTJ97HhRBVuRcPB0Wt0XZntG1C+7NuO5WXE8/fTTNwUOVuetiIMmNifx9ijPTlFcUM1TKjLMcptojCoOryfFmSUSq0FRxMObaNZwdqyV4CtKkKKgy8PHtueVEHx0ohjZ1K32DpVteLdhIAJtGv5+sgSbLzrxu6v0NnirEA13VBf/hzNZu6zypO0PAEGXmgH4SzUH9lxy4ZsLTjQJ0vBQTACCHZ6LI9iuoW1lG+o6NBx1lv4WfvFFJwZcCUCjMP5/gBMlQ9oG2l7WbyyvlYTL8w1vncjWRUXCQdsjWu8iPCp7gO3nrWMz+bxrPw4/joqOQ9UO1fjL9vHyhEwGD4cKv5lNZji8PkPXSZRIzSoTHvky0SqnI5lMs/c8bCJnEVL6H882nC9BUs61B7bUDtAwJDoADUMdCLIDHzWyYfU5O7bkuEAADKzpQGyw3Uu+DIfVBaC/VrIDd0Y6cGekcEphs2lIDLejeagNRy+V/rQto5hg6dkSvBQciNAAefKUJUOzeRL5VjWg8EikU2ZjRcFhtpnNSKU4ka03sz2rUqizOvw4/DgqCg4V/aL3vCJCRS5rq6+HXVV9PNu5v0OXgWEnmwavenK3crJSJVGwlumysrjO5Lvw/zKdOHX1gS2BAO4Js6FfTTsqXT0JVw3SMDguAL2uJtWwQM243S7SKSts2HF0v9WNo7+PDrbhgeoO7LjiwhknkOsGVl10omc1OzpzigFZgSEjVX/7ikNVJyunouC4XqRS7Mr4zPr9OKyRH4eanOuBgxf72fdmd9J417IxosJHRCpyVXEAnP+2xjOETvC+nJBZWSqBVVRUyKonniNlumQ4dSpxE+zOKsGc34qxIscFZ+lAxAVpGF87ENWCbB5jHTYN1SvZUL2SzSOZs5OiMtm0PWY+M1sYtH1/jXSgXsjVqSfAoUKCdTkuFLvNdVrdwFZ5VXGYUUXFQRe/ImL3G69fto5UfGTGY6bXj4Mvz4/jxuOg23mHVN4Ys5zH2srKYPe7GQ4ej0oyN8PhoDt4E6py8uDxsQFVxGMlkKqc7HljRHax/QRAbgnB6UI3UrJdOJjjwszzTpQQXPufWQSwa8DTNRxoVZX/H8toO80KGNHJW2on506ESC6vPbKShmnRAXgirwgZLoISaFieUYJ7IuzoXMPhpU9FpwyH2fz7ikPXx1trrI4bjYMdx25QFbvN+KyuGRFWM/Lj8OOoiDjYgxzdLkqIVopzUcHDtqvkUTpulScOr2+588CYBSxRxSILgjwgdJvMEXS7SIcokfKui90E5woJDuS6sCHLiWVZTqQbv+Yq/YLbtQFA68o2jIwP9Mlenu949spwmC160VzRbXdH29E/y45PLpb+Lv1ACcGqrBIkhtsREej9vGHeQubhEF3L5qYsOGh9vMReUXCYyRLp5I0VvVfh49kqW2M82X4cfhwVDYcKiWKzrM+scOC18/jNcFghGQ7uLXczxXrAkp2M9DZ9Yll+3rUZQDpoiyafXkg8YiubE7kuLDxVjMlphXg0tRCzMpxIL6HtuiqHADF24P4IO+Y3CEJYoM0ridB2iTDLsOn8tM9UcFjZCPq4AIcdo2sHoLrBpmHpmWKk5LhKf3on0C3Dw/pWhI9d8GXBQV+zSVwk90bg4MnlrR/ZGLN+du2JMLF4VAOLH4cfh4ifpT8ah0rcleEQ2aoSO3SsZnJVsJQVh9e3oGTJUFSNicaJ2vSxsopIpTpTuWbtoPtzSwg+P12CuWdLcNnjX5Fr0E/mHStpqB9iQ0KoDQkhNrQNtaNWZe/nn4uqJiuL2mwTyOaGJpkP6L7G4XYMqmbHpxdKv/F+HnasyCjBndUcCLTzF5hMvwp+K1WpKg4zPRUBh5X1IVqvPP2qlX95nAb8OPw4VNpU6HrhUIm7svwiI1F+4xX3vLwgy4Vsv684hP8+VcVAGVgrbbRcWdFgpl9lkuiq5mIxwS957mvJnADQCBo6NNwd5sDdUXY0q+xAeICGiAANQXaxPb74x0q/GVlZLDoF2TUMiXFg5UUXzlzl/+KCC3f8XowH4hwIsMv/cYuup6y20+QLDisJ+0bhKE/ZQPnbK5Ltx2FdV3mTH4dvunS55YmJdyCV5ayyxn2rOBw0M61EdlKWBU3RLRBRwjM7mfLskNnEI5GDqwdpuD3Ehp1XXMglQK0ADc9HB6JzpAO1QmwItgE2rWwnRbM7DlaI9akKrxm1qerAmFpuvHqyGAQaLriAp44XY/0lFybVD0K9yjY4NM81YmXBssRLvmXFQftXpZi6ETiskBXMqvwqpHKXyAr5cZSN/Dj4JIvHtC5CxB+/+mIL+zGASmyX3bm+Hji4t9x1Rt69fTaImZ2geMlbZLyMRMFXBFylsqkSYMOk+kHoG+lAoZOgXXUbAh120yKGV1yo3MUQyVNtY7HKZMuKLZ00TUNlB9Czmg2rMgl2F2twEYKLbg2fXXBh7eV8TI5z4IGYQEQF2zyfF8/RJ/M9bxGXJw7VsSL+PwIHr2hm7RIV1lbwWcHB84uZTj8OP46KhoPtk8VjkR42t/Ew8+wx868oXqngtoIDMPkduiiJ020ssYme1282UTxbRMQGVl5hIXICAIQ4gLbVHbgrKgCBDrtQJxvEzeygSbW6Yv3MjpPpN9sMNAbWT62rBuCV+iHoVNmGIE2D/sX+E07glZNOTEorwok8N1ee7FWG9XrgoGWYrc8/GgdrtwyHCJcMgwoeto23F+k+mVw/Dj+OiobDLEazfCJf8OSI5Ir089pFMUqE0SoOQJDQZYnbbKJYo80WiUimyhi2klE5ubGk89BJlJVjRS6PVzUJsPJlm4+ni27jzRvrL50CbBrurenArAZBeC4uALXsBhMuEoJvLjkx/7diU/2yzapic1lxqOhUCWTXAwePRDhUA6uZTBXypUCR9flxqOuzKktV7q2MQ48PspzEk6GSsNk2s7ghu1vBK3x4+cwqDuEJXfXErPOKqhxZpcL2mSVoeoyVKkqFaBysLaKkIjsJquij5bGksoFUFptsHmmeQLuG26vZMTU+EPMbBuKeyjbAkK/hiywnTue5LNtjxebywCHjVaXrhUNmF7txfV0TVvis7nNdth+HNfv8ODz7eNflhUN28jazjUdmNtHvRXlDlLTZMTS/rzhsNAPNqBqwRCRyBG/iZLcpVMnKKVbUzurn8dLO9sVHKqc/XpsZDpG9KgUQ3R4aaMN9MYGY07gSHqpqB67+L9hsN7D1vBNlIZVqvLxw8PrNbFAlX3GYFaCi9afar7dbOR35sqf9ONT69XY/DnN+nu6y4KDl8vSo2mc1r/hilxluKzikn6Gb3RJgX0XVCc3DGiGSaSURi9pktzx4+njXrAwWl8gPbL/qeLrykt0JYHHw9PHk83zE8jlsGpqE2tC9ug1BpfkcbgD/zHLC6RZXoLQcHQc79yxdTxy8Pl7V/EfhYGXzSLTnzF7N+Nl1xdpsJsOPw4+jIuPgyeXFTLP4wMMuI5Ec0f7nxX/Z3FjBAVAJnSeYviXAA6krE51Y6X4ajMg43ilMpJcNumyfWQVGY2Ptl50GWfmyV5H/eIuY5uP5xAwHe61SgYrGAqU/1+sSHoAuVa7eeifA7kKCg9nXbrvzFiuLg/WLaLNcLxw821j6o3GI7KDlm13z/MLuXVoXb82K9rVon/px+HFUVBysHTIZLA5R/OcRL1ex+cZMjijX8PxpBQfA3HJnHcubSFkSFYFmZfEKB1GVxAugomDPC75m1Z7M6aJ2lQkTVWas/aw8eoHIcKhsGNVFKkqAccEaaoVcbdeAHCfB1ksuDx76lZ4zs8T3R+LgXcs24PXCYUayIs5sX9L2igoUnkyRjbxArUp+HJ52+XF42vJH4GAPRqI2q/rN4g/PXp4c0aGwrDi8/wE2x0BeYqGF8oJmdnY2Zs2aBQDo27cv7rzzTi+53377Lfbs2YOwsDC8+OKLXk7JzMzE3LlzAQADBw5EmzZtTB3K2sUGZNGipYmHSfXEzOqlx6jcOWB18HCoyJBh0HXQPDx8lR0aOlSxIynLhUwXwWW3ho1XXHi42I3wQJuyLTcah0gub/z1wkHbS+tl263I0PWzbVZkyfaxig1+HH4cPKooOHjxgdUhk63Cz/MRL4aLxpQXDoC55c4CMQNHv9L8kydPxgsvvICePXuiZ8+e2LBhAwYPHoysrCwQQrB161YMHjwYOTk56NmzJ1q2bImHH34Yn3/+uSHD7XZjxowZhowVK1Zg8ODByM3Nldopqv5kyZsls6pT5BvRWJU+3h0OXxcCj49ORDwf8TEDnSMcqFvJBkCDiwBHCtw4euXab9JVq9wbiUMklxfArNpjJdDQJMJh9dTA4qDpq6++wq5du0zH069suxn9EThUx9OvbLsZXS8cOTk5ePXVVy2Np1/ZdjO6nvNx6NAhLFiwQHk8/cq2m1F54GCLdiv6WXt5suh2kX5RDL9eOIz/h85mflFSYxXxJu7555+H2+1GTEwMACAxMREjRoxAYWEhNE1Dq1atMHv2bFSrVg3BwcFwu90oLi7G1q1bDRmFhYU4duwYunTpAgBo0aIFhg8fjvz8fFSpUsVyUhVhMKukeO1l8Y1onFmVZxWHSKbIRpHM+FAb2oXYsCfPjWIAewsIVlwqQWKEDQ67zYvfzM4bhYOVSberBJ3yxtGpUycP/nfeeQcdOnRQCjiqdxfS09MRGRlpKo8n30phWlxcjMDAQI+28sDhdrvhcrkQEBBgyX5avgyHy+WCpmmw2+1Ce8uKo6SkBHv27FG2mYfZ7XbD6XR6+djKKbo85iMnJweHDx9WAyKQr7quyoJDZZwsz1nRK9uDVuK3KpnhsLGdsve807BehdAUFRVlJHMAiIiIQFBQkHEdEhKCuLg4hISEAADsdrtX4OnZsyfWrl1r6K1WrRqSkpIwYMAAYbIUBW7etaiNh5et0lTlm+kT+VVljIxPZK8IF9tPt9k1oE81O8Ku/oKtBMDxfIILxZ58IttEfX80DppX/7MyH2XFwcOyefNmbNmyBZs3b8a8efNw+vRpqUyaeKcWq2uQ50sZLh6O06dPY/jw4coyrODYuXMnXnrpJdO96yuOOXPmYNWqVV685Y1DJofF8euvv+KFF17waD958iQef/xxIQ6enBuNo6zrylcc7L7TbeHFDLrNTCYbQ1j7Rbw8OSJ8ovyiigNg/jkLz6m0wbxqhD3Z82jfvn1o0KABgoODuTILCwuRlpaGxMRErhNEDlQ9KbN2snL196xcqydknq1s8SHDIyNR8hKNV+XjFUfsYmpTzYGYgGJkOQmgEey54sahPBdqVuJ/V4Anm227EThEskVrujxx8GSbnUJ2796N06dPIygoCPfee68HPrfbjU2bNiEhIcHjtnqvXr28TnI6ZWRkYMeOHUhMTESdOnWQnJyM1q1bY8uWLQZP165dERYW5oVzzZo1KCoqQlxcHNq2bQtN07Bx40YcP34c58+fx8qVKwEAd9xxByIjI3H58mVs2rQJANCmTRvUqlXL8M+JEyewd+9eA0vfvn09cOv7pFq1akhMTPTw04YNG9CsWTPs2LHDaOvZs6dxYGD9m5mZie3btwMAOnTogJSUFPTo0QMA0LhxY8TGxhpye/TogfT0dOzfv9/AoWkazpw5g927dwMAOnfujN27d6N79+44ceIEXC4X6tev7+Hno0ePIigoCHXq1OHO64YNG5CXl4eoqCi0b9/e8POaNWtw6NAhnDp1Cj/88IMxH5UrV8Ydd9zhMR9OpxOrV68GACQkJCAhIcHoP3/+PDIzMwEAx48fBwCEhYWha9euHvaw65VeV926dcPRo0dx8OBBdOzYEVWrVjXGHThwAMeOHQMAVK5cGd27dzdkbNmyBRcv/n/2vjw+qvLq/3tnyR6yQRIIhH0RkKXKIotVVHCraK36wwUXfFHbqtW21q1qrVRbfV1KbdVqle1VLKJUULGiIFBkk0WQACFsIQnZ92W2+/tjci/PPHPOc+8kIImd8/kkM/d5znPO+T7Pec45986dO5UAgF69emH06NFh+EUcMqnyCbXnrHg5+TJumaiEKscVCk+kOcOKIsEBCJfcKWZV8jH6qMQo09tvv41p06YhIyODNLS6uhorVqzAe++9ZwlQJFURAQCvvPIKGhsbzeP9+/eH4ZDft1WXIYcrDtqqV8Vrx/lFu+R2rtiQHTUr3oFpSU580xz83fRdLTq+rvNjfJoLMQ5+/e0UXCcDh9fnxzMLPgyftA5C3TNScfsV5wEIx0hh3rt3L1asWAG/32/i3b17N0aMGIELL7wQQPAy7N13341bb70Vfv+Jbx4UFRXhzjvvDLOhsrISixYtgt/vR58+faBpGn7zm99gxowZIePz8/Pxi1/8Ag5H8OLdqlWrsHPnTvh8PtM2r9eLcePG4dChQzhw4AAaGhqQl5cHABgxYgT8fj/eeOMNc8z+/ftxww03IDs7G0ePHsWSJUsQCJy4D6OqqgozZ84MsVfTNCQkJCA7Ozuk/e6778asWbNCbC4sLMRPf/rTMMzV1dVYuHChybt//344nU4zoXft2hXJyckAgPvuuw+33HILAoEAAoEARowYAU3TUFpainfeeSdERnx8PC644AJ8+eWXaG5uDkvoH3/8MbKyssIS+pdffoktW7aEzOX69etx0UUX4cwzz0R+fj4OHz6Mmpoacz4nTJgAt9uNnj17mvPyz3/+E0ePHjXlGJfBBw8eDE3TsGfPHvzxj3/ElClTQua5oaEBl112Wcgcy2T41W233WbOxdlnn23yfvPNN/j4449D5NbX12P69On49NNPsWPHDtNnDV8ZO3ZsmB4u9skxiCvU7RbgYlxTxXArmXZPIuQ+8VVlTyQngyoc5hm6HSPFfoqH4l+zZg2ysrIwZMgQUgcAvPTSS7j33ntJA+0uADXuL3/5CyoqKsL6PB6PuWGiZI8GNMcDehoADdCATccbMb6pEGmO9j097mTQCx+sx2v/+gLBH5Vp9QkdgKYD0GD82IzQ0fpWD/IbvHoQG4z6VtMlmQa/fqINog5RtvFWR3qXJJRXVuLK8UNNm0UfNM60S0tLUV9fj8LCQjQ1NWHMmDHIzc1FU1MTXnvtNeTl5ZmB3efzQdd1ZGRkmGdvADBz5kzzTKyyshKFhYXIy8vD3/72N4wcORITJkwAELzByefzISEhAeeff745/tZbb8XUqVPhcgW/APPuu+/C6XRi9uzZiI+Px5EjR/DBBx+grKwM48ePR9++fbF9+3ZcccUVAIL3vuzevRtLly7F66+/DgDYtGkTnnnmGdx2223YvXs39u3bh/vvvx9AMIGsWrWK3I87d+7EypUrQxKjrutIS0szcRiYp0yZEjb+1VdfxfDhwzFx4kQAwYQ6ZswYU9cHH3yAvn37Qtd11NTU4J133sH999+PUaNGobm5Gbt27cLrr7+O0aNHm2fSn3/+Oc4991zk5eWhpKQELS0tYbaXlZUhEAggLy8P1dXVaGpqQl5eHo4fP46mpiZMnToVycnJKCoqwssvvwxd1+F2u3HhhReiR48eqKqqMuezvLwcRUVFmDdvHs444wwAwD/+8Q+MGTMG119/PYDgGfPf//53TJ8+Hd26dTOT/RlnnGEWG/n5+Vi4cGFY8SGTz+dDRUUF3nvvPdx3330YPnw4amtrUVtba16RGDRoEAYNGgQAOHr0KF555RUMHjwYixcvNm9yBoJXYoqKijpVrC0tLbXksToR464MyjmTSs6qM30q58on42FfW7OqACJtP3DgAJKTk5GVlcXyrl27Fn/4wx9snQUD9j4LosYYsl0uF3JyciKW8d9M03s4sXhXAF806QB0rGhw4PacDAxL4W8o+q7oow07YBQaAFoTsuAjcjIXE7xuHGgMnyYk+NZkDoFPSNwhSd2UpaGyth7b9hfiZ1dfZI6srKzErFmzAASD9ksvvYSBAwcCAHJycswEYtCPf/xjfPTRR6bf+nw+pKen4+qrrw7hE307KSkJGRkZePzxx/HYY4+FnTEmJCTgxhtvJMe7XC68//77OPPMM3HdddeZH5fl5ORg06ZNaGxsRE5ODjRNQ1xcXMh+mjVrFl577TWz7aqrrsKCBQuQmZmJ7OxslJeXY9OmTbjqqqsAALfccgsoKi4uRmJiYojstLQ0XHPNNSxmkTZu3Ignn3zSPJ4xY0ZIf5cuXZCenm7iyM3NDTmDbW5uxo4dO/D73//ebDPuFwCC9wYZH0PIctPS0pCTk4O4uDjExMQgJycHOTk5uPjii02+nJwcTJo0CSkpKaaMsrIy8x4jg/x+P2JjY5GTk4O5c+fi1ltvxUUXXWQWXTk5OVi+fLnJc+jQIYwcORLnnnuuKaO2thbx8fGWcc8oFAcMGIBp06aF9BUXF2PYsGEhBWBLS4u5/g8//DCefPJJnHPOOUhNTe2UMTYlJcWShzubBqwv46tipZzXqLN6meSPAcjvoVsldc4YUbhReZeVleG+++4j+WpqanDPPffg/fffD7v0kJGRgYqKipDL9JWVlUhLS7O8hGy8fvXVVyGT9POf/xwrV66Ew+EwL7V1VqLuDbB7+YZrU8lM1HVMy2jBF8e8ADTUaU581ejGxB6xiHOqndSOE7cHR/DysJClhWR6ot1I0uLZtShHD3k5caYunMXr+ol2060MnYQuoTBwud2mz+m6jszMTHzyySem9ocffhi9evXC0KFDoWka6uvrMWfOHKxduxYA0NTUhAsuuMCU4fP54HQ6w/xY9O2YmBj87ne/w9y5czFs2DDIRO0DQ6bL5UJzczNSUlKQmZlp2q1pGmJiYhAXF4ekpCQkJiaG2XHs2DFkZGSEfNwVCASQlJSEpKQkZGdn49lnn8Wf/vQnLFiwIORzVpESEhLgFuaNs5nbz1w7hUPEbpDb7Q5rE/0vLi4OAMJ0xMbGIi4uDsnJyWhpaQmRUV1djdmzZ6OoqMg8fuihh8x+CnNiYiJcLheSk5NRXV2NnJwcpKWlhdjidruRkJCApKQkxMfHh8mQ5XL70ufzQdM0U59IVrYlJyfD4XDg2muvRVZWFubNm9emBGn3XhkVDjv5i4o14s3bHHGJVdf5x0uLOsUx3EedokxOJ4WD/AxdFEB9BmAH5KpVq7Bhwwb2O5jGpZrf/va3IXe4G3Lee+89XHjhhVi9ejV0XUd+fj5uv/12LFu2jARC2WBsVIOMijYSskoqkRY+soxInFck1Wc8qkrOrowwmQDOz3QhtdiL6gAA6Hit2ItJaU5M7uqCw2Hvhr9IPquyi2P88AHo2yPyr2d9l3RGn+DNVwZ+OdnMnTsXkyZNwrp161BeXo558+bhkksuwdNPPw0AWL9+ven7kVyheuaZZ7B48WIkJiayiZMiVUzgjg3yer246667QtpSUlLgdAZ/l/eaa67BNddcg6eeegpz5szBo48+ilGjRtm2LRKy45ORBP62Jg8AOHToEF5++WW88MIL5tnrX//6V8txHNndH3bHiidJbaU333wT9fX1mDlzJp6P5yT2AAAgAElEQVR77jnccccd5sdEhmzV/Nv5KNXOZ9d24jOXeDn88hmzLIPDQSV5KpFTYyLBAVh8hs59sC+DlBWtWLECDz/8MH79619jwYIFZvtVV12FpKQkHDp0CI8//jjS09OxYcMGbNiwAQAwcOBA8/NATdMwefJkc/zRo0cxduxY8w5eq0U/WWS1adp6FUMVIOzItnKok0GyvX3iHbg42YF3aoI3xBzx63iyoAXPOHT8IN0NRxvUnwwci3//c0sdqkBst+pXybSDwy629evXw+/3h1wyFSlSuXPnzsWjjz6K6urqkMulbaGCggI4HA706dOH5YmJicHSpUstZT366KPw+XwhhfvJ9uGTQVY22bV5/vz5uPDCC0/6pejt27cjNzcX6enp7ZIjx6S2rkdSUhKWLl2KxYsXY+nSpbjnnntsjbOrLxKb2nIyaqcAsCrs1q5di8OHD4fxXHDBBeZXug8fPmxegbv00kuV62f3bD3sx1moxE0FLkqRQc3NzfjZz36GxsbGkD+Dz+/3Y8KECRgyZEhIv8dz4svNDocD9913n9l39dVX49lnnzW/u36yyao6FdvbWsFSgdhKl0qWqsrmSMQZKY5Ut4Zru7txRswJvWsadTxW4MHmSvrmOJUvGcffNQ7KFis5JwMHdUZgvJ8/f37I57Nr1qwxv9r1hz/8AW+99ZZtWyj61a9+hZ07d4Y828GKxo8fj5KSEhw8eBC6ruPYsWP47W9/C4fDgZEjR5I4dF3HnXfeib/97W8h/a+99hpaWlpw8OBB87vfkcQZjlR8N9xwAxYtWmQev/XWW6itrVXKEHG4XC5ceeWV+Oc//xmGgxpfWlqKxx9/HKtWrWJtevvtt1FeXo7y8nI8/vjjEa0HAFx++eVYs2aNiWPnzp145JFHMHz48JBnf1DYZJo7d66SN9L1WLZsGZnEVGR3f1jFX/lyt5U+u/vd4KPslElsX7RoEQoKCsJyoPHtgJKSErzzzjtm+yuvvILnn3++3ThCLrmLFZrq9J8CIvL/5Cc/URrVv3//kLstucswaWlpuOOOO1gwp+JMnDtTa4+uSM7WuEs1dslqbHsuHcY4NUzNdKO4Wcecox4U+XT4oePzeiD5iBdzYhwY2MUZIqutZ6mnEoeVTkpWe3HIbeXl5SE3pE2dOhUzZ86ErusYN24cEhMTsWTJEvzpT3/CDTfcgKSkJBQWFrIyrSglJQVDhgzBY489hpiYGPNOeNX8jhgxAm63G3/9619RXFyMrl274tZbb0W/fv1MnoyMDFx22WW46aabMHPmTEydOhUzZszAe++9F1KgXH755XA6nUhJScHhw4dN7A6Hw/xYwWreKFL5yc0334x3333X1DVt2jQ8+uij+POf/8zqEv3K5XLh5ptvxjvvvGPKuPzyy/HQQw/h+eefx5QpU0IKsbS0NEyfPh1VVVWkrTNmzMDhw4fNjyGvuuoqMzEbMXTAgAE444wzcOONN+Lee+/FmDFjQmSce+65SExMxK9+9Ss0NjaiX79+5t3oVidjIj322GNYsWIF7r77bnIuZbKzHgMHDsSf//xn8zvwAwYMwM0332z2c3Ge0iXvO7vxwEqPnXhOxX2rgoaSd/XVV2P48OEkf3l5OQ4ePIgHH3wQQPAGznvvvRe//OUv24dj1qxZuq7reiAQ0EUKBAJhbWIfNUbuE/upMdx7VZtsH/dH8d522216dna2Pm7cOCU+yn4rfHaIs6+t4+3IaitOis94rfcG9P/d16RnfFGrY1XwL/bzWv2mrxv0Q3U+cv7FV1nv6cJh5Z+qsZReqz0j9h88eFAvKCgw/xobG8N4jx8/rhcUFOh+v19vbGzUy8rKQnQdPXo0TOfRo0fN9xUVFXpDQ4N53NDQoBcUFOi1tbVhvIYcQ6bYVlRUpBcUFOiFhYWkDzc2NuoFBQV6TU2N2dbc3ByCr7m52eyrqakJ6ePmrqmpSS8rKwtpE22m2mQ5BmZjjg3eQCCgV1ZW6nV1deZ6FBcXh8nWdV2vq6sLwSHKKC8vN/uMuauqqjLn2Ofz6UVFRWH2GjKqq6tNXoNqa2v1goICvb6+Xtd1Xfd4PHpxcXEItsOHD+sFBQX68ePHyfUoLy8Pkdnc3BzCW1hYqJ9zzjlhcxYIBPSCggK9pKTE1np4PB69pKTEPDZ8paCgQC8tLVXGY6rN7h7mZMjvrXKYTC+//LKelZWlZ2VlmVjt5DvZttmzZ+vffPMNqaO5uVm/7rrrzPUwaNu2bfrPfvazNuOYNWuWHnKGrgtnvlTFo+v8mbwuVFQyv05UN7qNM1Gu6uL4OR3UpSOqmqV0cfqM8Zwt3BhVfyQ4rOTJYyh91DrZsSnRpeHuvm7EQ8dDhT7U6ECLDiyo8gH5wB8Hx6F7vP21PV04rM4OKB1txSFX+r1797a8dGfcXQ4A8fHxYU9aNJ6+JsoRb0CSP5NLSEhA3759SV5Dhtym67ryUq6u64iPjw+RCwTv9JbbDOrSpUvI0+hkGwyKi4sz7ySnbFbhMMjAbMyT+IAW405xQL0ext35sj7jCoX8wKzU1FTz2Ol0hs2faC91F7hxx7hBbrfbfMCOYa/8FUR5PURfAYLrIfqT8YAhA4dBmqaFzJdI1Hq43e6QryRTviKT6kqCnT1sN95GkidEucZrQUGB+dQ7IIjN8AMqB8r2HTlyxLznKzU11bz5W9d1lJeXh3x7BACys7NRXFzcZhyA8LU1O5cbrS59comb4rMbCEUeLkFHsvAUqYoSWQ73XpZlpZtLHG2RxdliJcPq8o08B+Kx2+XE7X1jkNcM/KPMh3odgKZhQaUfOUc8eLhvDJJjwn+8RfaH040jEttOBg7VXpLJzka26+Nt1RPFYU++lZ5I6LvA8eabb4b8uqVdPZHQ6VwPKgbI7VxMMdqvuOKKkHjx+uuv49JLLw0pPrgcMGrUqJB7LwYMGIAbb7wRvXv3JnVxJ5eR4ACEhE6dGVGGWgVLK8ViG3XWrVpIO4thl6iJ5IqGSOTZSdSiPnEs18/ps8NvZUckVz7kPrfLiUcHxgIaMK/Mh5pA8HvazxzzIt4B3JMbg5QYTSmjI+Cwq0PFaxeHyK8qCFXjVcXEybjy0xYZqvYojo6Hg/o6cWfEYZCVLqqAV8mV84LqPdV21113hXx1c/PmzViyZAmuueaakCslVvkiUhwOo5FitBpMtYlOwY2nHCfSBGq3guPGia92E4Fde9qDRXWVgxon/sl94jgrudxZqxV1jdXwiz4xuCyt9efYWh+08mKRF+8c86LFH/6RTkfEwdko+mp7cFhhiIRUBadV0mmv7iiOcIri6Fg4xJM12T7V/hbJ7kmdHVt1XceYMWNQUVFh/liOrEt1Ah0JjrAzdKszHW4CVLwUv4qHs4GykbPLKjnLgZpK7HbmhOPlsMuyKBtkGapCSoVTLjJU1Z7VXKl05CY48FDfWFQFWvBxdfBHLKr9wPPHvIhzapjR0x3yIy4dFYdVMaCqpq1wUDa2pYCkfEbuV82RlV+p9lgURxRHR8VBxVtVjrIje/78+SH3Q/Tv35+M73byUiRFijyPkeAwP+S0k7gMPrlqkJXLfTIgKqFZFRGqhMnJUE2iyE/ZQ71aBXx5jKiD4qdsoGRw1Rtlu4qseK2qV26c06FhaBcH5g6MxYUpDhgPYs336nj8UAsWH/OiJUAO7VA47AQPjudk4bCygfMZebxKjp2+SBJCFEcUh92+U4WDKizkfqtCQqbRo0djzJgxOPvsszFmzBikp6ezcVp8bWpqgsfjMfOFz+dDVVUVnE4n3G43YmNjMWfOHPzyl780c1tdXR1uueUWvPnmm+3CYd7lLidv1bGoUJX4KaImRBwnv4/EAUSyCqhWdho8kQRoTj81l5T+SJKCLIOrEFV2ye3cmnO2iv0OTUP/ZCde6h+LWXtb8FV9ALoGHPHp+N8jLRiZ4sCILs4wOzsaDitf5s5kTiYO1RmSSo7dYoPCxPloFEcUR2fAobLNjp1yG6dTzlNUbFm6dCm8Xq/5+wkFBQVYuHAh7rjjDkyYMAG6rqNbt25wu93YsmULAOD1119HVlYWunTpQuZCOzgAm5fcVQGRqiRUDiDzUwvMAeL4KR1WxFVAFA5qTqwWmMPOybZKPFY22uFX2We3gJOrURnL0FQXnu2j46f5Lfim9bR8pwfYUu3H0GQn3Jr6DKCj4BD9nmtrCw5VAcGNa8sYzmaKuDmK4oji6Cw4OPlcXKVyltFmFatlvbKM66+/HvPnzzefUjh48GB8+OGH0PUTV6779u2L6667DvPmzQMAPPLII8jNzbXMkVY4wr62pgpIdhSpFpnSEQkATp5Vm8oeLri3dwyXnKk5VfFzZFWMGDx2CheR19At2mF3foz+SVlu/LI5gFsOeAzh+PC4D9f2iIE79JtsHRqHKE9cd66QtGNXJP5J6bYqWDjfjLT4VQWxKI4ojo6GQyVTfC/HV2pPc3hUfHLfzTffHPKUPIpn9OjR5g8myUm6LTgA4S53cTD1XjSKMlJ+L5NY/ciGyhMmG6pK7Ko2OwnA0EnhppKrPKFWumTbOXvlxGNnHSjnpypgg1e1Wah15fxC1WbQed3cmJLoADQd0DSsqg/gQL2/0+HgggXFp8JB+TBXFFB+R2Gg9HFY7RYgnA1RHFEcHRkHFyON2MolayqWyzpV+14cq5Il2mG8l+N+e3EAwk1xcgc1SDRMVM4B5oIy1WYliyOV81nJkpOonfFyn/xqVURwG4hzcDs4OPki2Slu7CQ2qo0alxmjYWqGE9CDPPUAFh31hBVPkeizstEOT6Q4OL9sKw47a2nFY9cfVAGP8jlxjJXdURyRyZD5ojhone3BIdslnihyJPLYLW4ondSrjN9oE/VZFTKR4AAUn6GrKiVRgFUQVMmV5VtVd5xelb2RyORwUvKtxljp5BbSTuVKtVutGTf3sm5uvVQFh9EutsU5gcnpLgwo8iLfG2x7vcqP+5oC6JHgVMrtSDgoWaqNz+GQbRR5rbBR7XZ9ngswFDZKThRHFEdnwCHLlttlveKrlQ1W8cAKvzwPXJ+ck9qCg/zaGle1yGDlSkP+4yab47PbbsVHJUkqMVgtKodVVTFR/BQOip+TZYWDk8U5P2cj50SUHbITUnb1j3fg3FQXgs+a0dEcAD4p8ZFz3lFxGG2iTHGMXRzie66I43DJGDmfVMml5skgbg/IuKM4ojg6Kg5OttVe5YoKq3gg91F2UhhVsUk13i4Oh2y8XCVQCyqDpvgoI6ix3LGoyw4vZyPHrxojz4E8hpsD6tWQzclROT1nL+X0lANSC6+Sb3feRF7VumbEahiT4kCaA4CmoUUH3qv0oc7buXBwOlVBiAsInM/JujmfUcmi7LE6C6LwWJ0FRXFEcXQ0HJQOLiaLhQoVPyh9Yn6T31N2cnlU1G0350WCI+ymOKoC4kBTY7h+kShjVdWSKqDb0WHXLrGdCshUMqeCu12bOYeSHcbKRsrBrZxQVbSIMu3MK7cJnRpwbqoTIxIcgK5Dh459LTr21PhD+Ds6DisddnAYPOKGlXHIe8FOEFNhpmTIWKz2UhRHFEdnwEHpkGXKyVKVs+T5oPKiLIOLH9R4+ZWai7bgMC+5cxWDKoBxVRJ3rDLOyg7KLsqR5IrFirgEYrzneEXnlu2g2imZnDOIMuwUSpxjWxVqKjusHNUODk3TMCDJiXHJTsRrGgANRz06/q/cjyZf+PiOjMOKxwoHhUnGIdrEbVpuj0WCQ5ZpZ79FcURxdGQcxnuu2KD2MBf3ZaxUPzdGNV9WvHIB0xYcDrlTFEAppvo5kg204pEXjuM19HLBnnJOlXOpEoZoP7UAKp1yO1fhUjbIbaJOVcEh2iuSiIEqhGR5ckUsy5DnlPOHGKeGy9KdyInVAB1oCQC7Gvw41hhAQNfhC+ho8uuo9elo8AePKRtONw5KbiTrwb1ShR/lrxRWCge1R2Sb5HkQx1J6ojiiODo6DtEOUQYVg6l2Vd5RYRZJxGSHqNzQXhzmXe5GpyFYFi5OJFeRcQZTlZVKNvfKgbeyg5ogK4egJpfjFUm0RbRTngMVRg63KJfSQc0FVxxwmOXxsuNQmKzk/yDdhf5xXhxo8UMHsL8hgBXlPvRtdOBQvR/Ly3z4d2MAo+MdmNnNhWlZbuTGO5Dg6lg4uKLLznpQY1QBQRU8KF9R8chkZ4/LPFEcURwdGQcVz1V7U5XP7PCp4oRcdMhzYjdeRIoDkBK6PECeQK6KkIFQx6o+KjjK8iNJ7tRkc0nfCoNVeyQ8HGbZDlXystLRXhu5def6VXKNtiS3hpkZTqyr86MhABz1A7845AnTva1Zx7YjXlxQ6cf56U78qJsLQ5KdiHG2bR5ONg6KIlmPSIKUGPhU+y6S/aoqfFXFZxRHFEdnwiHyysnQDlnFYuq9KrbbLQZOBo6wB8twwFRVAcVPGaFK1qrqjVo4KyeS/+wkOlW1JOvleKgqT+4XecT3Vhjs4qDkyTgo+0UdKux2E54o58JMJ3q7GNt1AK2/ow4NWFUfwGNHvfh5XjNeOOTBN9W+kEvxpxOHlc+HQWN8ngtS1Hhqr1E4uGAgHlP7jrLDzl6I4oji6Gg45DggyqBirByTORkyBjl2czpUtsrt7cUBMAmdC2ryezsVD1X1UTyUU1gVCAYfJ8vKTiv7rebBqqLiZKrmUi5s7OAwxlnZbuW0sq5IZcrt4vxkxDlwSRcnwQjEOYDxsRoyBPEBAGsbdfz+iAez97XgzSMeVDX7bG2+U4nDjs+r5HE8si/J+uwWH7Ld3LEhk/NxuzijOKI4OgoOOWFSsZqLEZRsUa6Mg9KpKlYomykd7cEBEJfcrYKfKJAynkvasnKqqhHlcsmbcwgKvCxTRVaJmtLDTbpKhmr+ZJlyIlHZZZVwrDaESqaM26qN2rhOhwMze7mxud6PL5t1DHUDkxOdGJ/hRL8kJ3rGAnm1frxZ5MNHtQE0to5r0IGv6gPY3+TB8lIHHugTg4mZ7tOGg+PndKr8ggsikfoOx6fCYVeGnfFRHFEcHQEHFzu5PlXi5OyW85tqn3O2cuOtcoAVDoD4PXQueaoCnAyIS9qqxaIqP6skLE+ITKqFohaGq5K4RZRtl/k4e7mNwRVFVGFDyaMclBvLrREnU7SFk0vhEPuGpzqx7OwElDYFkJOgIcbpgEM7cZmoT6IT53Vz4esqP54/5MWqxgBq/TqgARU+4MP6AL78thn/c9yLm3NjMKSLE87TgEMmO+vBBUzKR+36H4WTspfis9ov3FxFcURxdEQcojxZPtUnyowkz8jvVcWFHVlUe1txAIrvoYsCqGApE9UuL7rVYnNGinxWCVPkt1oo2SYxkHOLTdnFyaFsomygxlG2yGNU7dR7VZFAjeNkW80thV/XdTg0DSluDYNSXEh0O+F2aHAI/BqABLcTkzJjsHBUHOb2jcHoJCeSNQ2ABh1AdQB4tsyP+/NbsLc2+NW37xpHW9aD6qfWQ9ZBraNsH7c/OX+IBC81NoojiqOj4ZD7OX45j3A6ZFu5cVY5RkWUvvbiCPsMXZV0KCFywrc7lutXyREdjQJLAefkyeMpmyj94li7xYVdmyj7rJIFVWmr9It/Yp8dUm1AuxvaLo6EGCdu6BWDRUNi8YsebpyTqCFWA9Dav6EmgDcKPTjeFIi42PsucRgk7xlRnujXKhs4f5ftj9Q3ZR2qsVEcURwdEQeV2Dnbqb3J5TBuHJXkqXGqOEDF4PbgAIRHv1KBXlQg84nHqkmQjbFK2HbIjp2RyFBNomq8rMtOYROJfLs4OOdoi37ZEdsyN20hCodDA85IceE3/WLxwoAYzO564hJ7HXT8X7kPS4q8aA7/mfUOhUPexCof4YINVwjLZKXDjv1WgT+KI4ojUvqucHC5TJW35IKBmhOuiBD3OoXDar7kNWgPDkD6cRbZKLmNMoZqU02ASodV9UHp4foo2VbE2SfLEheSq7hEfvnV7hxzOOxg4eRRbaqiTXQwzt5I7YkUR6Jbw5h0Nx4dEIc7urpgfM2txA/8qciH1WXeDo9DDhqcPqpQ5bBQdlFBrz04uOAWxRHF0RFxqGI3hUOOGSpcVJHOzQsX58VkTFF7cZA/zmIFVEzaqsRKGaJKgHL1wcmgAHFy7NpH2UXhk+2jeLgF5GRRNsqFkWyXjJcbx/FxbZTjWNlrVYUaPOImiBSHw6EhM96B3wyIwZSEE3yFPh2353tQ0aIjoJ/401tfOwoOTpZIdgo9la9QNlJk5dMUn1XBWlFVg4LDx9DU1NwpcXDjojg6Fw5RJifb6FPlDysMom5uv1slb1VMbyuOsK+t2TFaVCIvjMowynBZPqdPJZPrs9JLVUNUcFYlOZXtKgenbBPHizyRzJ8VcfxckWZ3PezoUMmwiyMn3oEnBsSifG8LdrYEAA0o8QIP7G7C9B5uODUNjT4dqbEamrw6xqe70DVWM28WOd04VPyUP1DrH2khwp1NULrFPpVcoy8Q0LFzbwF+9/oSbNyZj1/feBlmX3MxkhLjOxUOlawojo6PQxxvJDk5hopjZT5RFxf/VAUOldRlu0R58njKzkhxAMTX1uRju8nUbgCz08/ZIh6rHEWl06pAofjtJkvZ0VTyqKRvVw+l08pulU2GnEiSt6p65NYmkjEcDgeAs9Nc+FmvAJ444kGxN/gQmjer/XizJiCORAw0XJ/mw2/6xWJICvFQm+8QB4fHyo/l4GLlVxSPSl97cdTUN+DFBcuwbMNuQAN++dpSTBg1BONGDulUODj+zrYe/604qOQpvrcTb6l2eZxqHkReq5MBOycwbcFhXnI3jBAnRiTZSKoi48bK47k+qjKS38u2ynyqyZTbqIpMtotyKKtXan5UC0zNS1sTvZWzWo1VJVaVPtX6irx2CyQVjniXhmuy3bipqwvJZnfrG731n67BA2BJtR9vFnlQ1RI4rTi4Y042xS/vDdlOK7spogo/Sj6HI//wMazYuNucfgDYtmtvp8PBURRH58Ahxi4VDs4mil9s42I6Z69hj2gLlcdkve3FEfLzqVQVQPWLPKJxXKKnxov9VB+XYEV+2QaVDoqsEqaqILD7qpJlR49BbdlUdkhVZKnsoSpNO/MYSXGiorRYB+7sFYNr05yIBQCt1V6t9Z8GQNdRH9CxqsqPvDp/h8Rhpccgap0o/7caI/ZZ7Ts7GD/893pUNHtD2j5e+zU7vqPiUFEUR+fCIcZg1UmbKqepTgrlJK86oZULDquk3l4c5mfodhKGVUVCtVEVDmWoLINzDNlWlbOJRQYnh7KLKk4oLJG8cjZRfJHKlLFbbRg7yUu2V35/Mqi9OPokOvDU4Dj8v3o/ylt0xLs01Hl1JLs1vHawAZ80OhDQNOxu0fFZlR8jUlxIdNs/uz6ZOOz4rFxcULxWeu0GTtV+sIujqroWb6zaEsa/Lr8IlVU1SEvt0ilwfF/WI4ojPF7ZsZmL0RxxeYJLvNwZtlXRECkOQEjoVKJQLSpHVmPsylQVCHYdSiwcVLycTXac2u6r3XGRjOHwRDJHHK8du1S2WMlXjY0ER3a8hsw4DTrMk3JoGjAwNglf7WxCpR9o1oF5hc2YkubAhAz3acVhVPTcvHKbPBK/bitZ+ayM46NV/0FZXSNkavD6sGdfASaMHdUpcHxf1uO/HYfqhEeVtOXEKRcYnB2yLhUOVREgtrcHBxDh99CpV1WfyCMaGYk8uV2UIbZTvLIciqz620JW+jnbZaIcWaXP7pktp8NKNmeDyrZIbGkrDoemwalpwVdH8HVomgs3pzqBVtMO6A58VhFAo5+391TjsMKlqurt2Ginvy2yKBx1DU14Z9Um+P0BaRDgDwSwavMupY6OgkM8psZ1lvUQj6lx33ccVPKjkiGVR6z0qPKVnJxFeWIyl3Mgl5Tbi8Pye+hWRnDVV2NjIxYuXIhFixZh3759IXzG+/Xr12PhwoVYunRpWJ+maaiurjZlFBQUhNhodebGTYaKV8RGvafIqpLjzgatMMhy7eC1WwDY1SnL5uRHWtFztp1sHFf2cKOXcQ1K1/BuqRff1vpPCw7jmKv+KT6VbCtb2hqA5WBF6dQ0DRu/3oUdhWUwhqbGxyI1PhbQAH9Axz+/+hZNTc0dHsf3ZT3+23FwcZyLX1SbnIBlHplXjiOyPtUJCpW4TwYOhzxIrlrsBD95AV555RU8//zzqK+vR319PZYtW4YnnngC1dXVJv+aNWuwefNm1NfXo6SkBE888QSWL19uyvD7/fjLX/5iyliyZAmeeOIJNDU1kXbIzmPH8bizT1W1pKrqVMdcnyop2NVF2WY3KVolNKukZUcHp+dU4zg7zYUZXVszugZ86wGWHPOcFhxcVS/bYoxRrbtqbCRFCVe8y20yjobGJixZsxWl1XWABiTGuHDp6IEYPaCnKbupqRkHjxzr0DhE3s68HlEcofKoZCrbRhFVdFAyqDFiUpVxUYWDiIUqDNqKwyEzqCo4VWUlAhs1ahTOO+883HnnnbjzzjtxxRVXYN26daivrzd5tm7ditzcXNx55524/fbbkZaWhi+//DIE2GeffWbKuOyyy/DZZ5+hpaWFnGxV9URNiGg3V7lSzmenqqPGUnKpuZQxUThUVZxV1Uc5GyWLcjaK7BROhg1yIXOqccQ5gYu7OZGttz7sXQP+r8qPwvrwh79/FzgoXtk/jDFW1T9ls9yuCt7yMYeDsqfg8DHsPHgMHn8A0HXkZqZj5mXnIjcny+RpaGrGvoKjHRrH92U9ojj0kHb5WGUrlxe4Y9lGSoeoO5L4fjJwhP3amqGoLdWcQePHj8ekSZPM4yFDhiAjI8Mct2rVKvj9fkybNg0AEBsbi9mzZ2PgwIFYvHgxAODGG2/EwoULTT3Dhw/H4sWLMXv27BDwlO12baWqIK5yFCdZHG9VUcnVmMrxZQxyn525l/mozUltYHkDcptbxkHNN8Wvwswg0HAAACAASURBVHWqcDg0DSNTXLg2O9Ycd8yn49l9DacFh1z4yjg43LIPUXZZBT2xTz7m5pk6Dug6/vXVLmzLLzQEICszAxPHjcbkwbnISo4HAJTVNODDr/eF7Y+OgkMe01nXI4pDfZMYFzuM9qrqWhSVlIWMU+1/qzihwifbR81vW3EYvGRCN5i5REQlGDnZiWNLS0uRlpYGl8sFTdNQX18PXdeRlJRk8sTFxSE2NhY1NTUAgMLCQuTk5ITI7dGjB4qKikL0UUlWtoFbBNFpRAeXkwXlaGIflVzkRZN1UTZQa0DhsHI8O5tBfC9jomywspey366MU4kjPdaBazNdGB2rATqg68AHjQ5sq1J/L/1U4KB4rYoByt/EcXZsoGyyI0PWp2kaCo8dx9e796HF6wOgIz0pAQ9efT4S42Nx9vAByO6aBgDw6zoOF5XiSGFxh8Qh2kLJ4iiKo2Pi4PKTHL+NV78/gLeWfILhMx5AzlX346U3l8Dnp2OCSg71nit6OPtVsqz0y/jDHv2qek+BlYFQxr744ouYMWMGsrOzw8bYBUslavGYev/555/D4znxmenx48fZKohzMCvclG2cbE6+ncWXMctyueQv6+E2KGUTJ6utxM3lqcYxMMmJc1Kc2OPxoTmgocSj48XDLXguLg6ZCfQjYU82Dm6clb/IfZQuu/ZRtlF91L7UNA1+fwDb9x7EV7vygdZHw/XK6IKzRp4BTdOQ1a0rEhPig1WTpqG6pg4lZZXI7dm9Q+H4vqxHFEeoXeJ4Ko+JfEUlpVi+cReKaxsB6Ji74j+4/kcXhOmikiplI5V0qRhA8XJ47OCQ58nFTRpVOXHBnQqixus333yDtLQ09OrVix0XSTUpt8sgRd577rkHFRUVYeN8Ph+OHj2q1Bml7xdN1h1YqSXggOaCBzr+XRfAW4fqcVVyA+JA/KB6lMKoobEZq7bsQlFtk5HPccnIfmhqqMPRhjr4Azp6pibA5XTAF9Bx6HglVn+9B927puAk1YRRilK7SdeBL7fvw9f7D8N4gEVajBNlZcdRXV1N5r3gODrXWBVGVIFA28WfFKt0iRRyhq5K4JGcSYq0ZcsWZGRkoF+/frbH2OmTKyWrylKujNxuN8sfpe8fje3qwkU+F45VBx80U+IF5h33Y6AGjEt1wRHNOJZU31iNbbv2Bw9aA+HVl04x95IbwKVjhmLltv2oaWhGZWML9hw9jmaPF12SEk6b3VGKkkhNzS34pqAQh0qrAU0DdA0/GjsUGelpcDpDr9jJZ8vUWTKXhI331BUH+Zg7E+eKC5lCLrnLHZEkSY40TcO2bdtw7Ngx5Y1sVmfnFDg7hYau65g/fz58Pp/Z9swzz2DDhg1wOp3Izs62vPxt53I7Zyf3cYWqWlNdeomUTualciuZdj+yOd04HkzyYs+uFqxpAqAB+3U3PvfGYXJaHLrGOU4pDoPas6ZtGd8eHDJ/fnEVthWWG724+Mx+GD64H+JiTxTHE8eMQPz8j1HT2AwAqKqpg9MVw37c9l3joPoisaO946M4Tg0O6vIzF8+Lj5ejsListRGABlw5dRKysrKQnJysTKRUjKfO2KljkbjcINrKXQ3nLt8DxINluIkSKxQ7SXjfvn144403cP/99yMzMzOk7+KLL4bL5cLy5ctNuZ9//jny8vJw0003Qdd1fPDBB5g+fbppW2NjI6699losWrTIdtUyevRojB071vxLS0tjJ8zOZRNZD+VE3EJzRZLRJ86vLJPCR32Owtmp6hePOXzcJuMcVaxkObtPB47cJBceyI2BkX68uo6/V/jx4XEvvIHw4upU4JDXVLabkyOOt+MXxnvuzCLSq22BQAD7Co6gweNrDYIaLp98FtwuR4jtfXN7Iik+zhyXd/AYjpaUk8Xr6cDxfVmPKA7an6ySqK7r2J5/BEs27AJaf8RpysAeGD6kP2mfGLflGC73yfFePpZjPSXXLg453xh85qNfqUqBC2aUIPF1z549uP7663HLLbdgz5492Lp1K7Zs2QKPxwNN0xATE4Pu3bujtLQUW7ZswZo1a/DCCy8gJycH8fHx0DQNqampyMjIwJYtW7BlyxY8/fTTaGxsRHp6epg+ygnkJEk5AHVsVayIPNwYebLFcbLzcjZb4bBbIFiRyMvNCZXIqU0oy6RkiTJOB45pPdz4aYYDcQCgAS068ORBD/bX+E4pDpGfkmuFQaXTysdVBaVVoDfI6/Pj8/983SoYiHU6MGxwPzgcoV+UcToduOOCHxjCsa+sBrsOF8MrXCk7nTi+L+sRxaHGIcdNo93j9WLj17vh8fmB1udC/79LJsPhcJDxnComqGPDPi4vUfGbyp12cXBrYt4Ux1UC1DFllMizfPlyTJw4EQsWLAjpe/zxxxETEwNN0zBjxgwsWLAACxYsQEpKSshT4gDA6XRizpw5eOaZZwAAN9xwA5566qkwW0Sb7DiGPHlytcSR2KdyKrFi5ZxS7JOP5fEqHJTtlH5ZH8Wnks/NsZ15EI+t8H4XOBwA7usfi13NLVhV7wc04FAA+OMhL+YmOtElxkGOP1k45HYOGydHRVSQUNnH+Sqlq66hEZ/vOADoOqBpGJnTFb2zu4boNsaePXIIgE+A1rbDhcVobGxGTIr7tOP4vqxHFAcfs+UYJb6vqWvEsrXbjBZ0TYjFWSOGWI63YxfFz9lI8cp8KhxcoRT2a2sicYsk98tVyQMPPKBcaINuvPFG3HTTTSHyxP7u3bvjpZdeYisYLqGokgI3efJYCpc8J5QdnE2qJE45KMXbVhxcP7XenI2qZCoTNc6uU59qHACQHe/ErT3cyCsI4JgfgK5jaY0fVx734apeMaccB7UZVYGQk0vZZBVIreaTW9Nv9xWguLHFTNLnjBqM1C6JJI4zhwxAZnwMSpuCXxn9Zu9B1NY3IjUl+bTjEOWLvFR/R16PKA51YSDKEPfwvoNHseNYebAwhYYLRg5ArlCYqmzlZFO5Tsahsk2V1zgc3DyFPVhGVRUYr/J78U+eEFUQVOmW2ymdsl0GccnRjl5dV1/WtoOFcjYrHgOTiteOXKrPzrxy/ZxManPLxRvllFa2fhc4YhzAxZlOzOzmRLIGQNPQGAD+UepFeXPglOCwYy8XrGT5Kp+X22UccjtlA0Wbt+8JOR7YLxeJrR+PyZSclIjzh/c1jzfmH8OOvQUIBAKnHQdFnXE9KPpvxsHFajkn/XvNJqMT0IBzfjAMSYkJZPFiEHUSp9Ip6xf5xGKJymF2cVB5F5B+nEUcIAc1kUceI7+nKhSKVHxUspAdiBpnt01s5yo/rhKkXrl+K1tkfm4zUcd2HZsjlTw7uuR+lWOrZJ0OHOkxDlzbPQZnJgS3QADAV7V+LClsOiU4rGzm2sQ+u/uKkmeM9fkD+M/mnbjr0Zfwwmtvo76+0dYcv7l6u/m+b1oShvTMgtvtIm1xOjSMH3XiMmZ1sxfP/uN91DY0nzQcdvoo6mjrYaePoigOa9vENk3TUF/fiHlf7gCgAzrQPz0Zowf1RmyM29J2+YSFKvCpNjG+cycGVLsKB5UDjVf2x1nkpC6+UsmHMohKjjJAWY7cZ/TL1Q1HVL+KX07mdgoTWYeIlSqAqCpN1sE5CHVMFQ3yvMp9dgoPeU1Uzmg1p1Y8pxsHAAxKdmJWNxeynQB0HeUB4J1KYFe1T+mfbcEht1M+T/kbt9cCevAGH+PP6/MFX72+sDHGsd8fwLJP1+Lmp17Dq59vwYMLPsFD//sGmltalPO7a8/+4C+rtfaNHd4fg/p0J/earutwOByYeu44jOyebo5ZW1CM//372/B6T9wcJ9pHrRfFJx9zc2YVWFXzayVb5o/iOP04RNuo+AsAm7bvRkV9I6BrAHRM+sEQDOrdg81vol4qiYvJlYtVVI6Uk7KMzwqHKh4pH/0qG2BVTamqNU42lVA5B+GSqEoGNZabQG6yrAoIlVyZONvs2Cg6F9fG2S87GKVTVaTYwSbLseI/3TgSXMDl3d1YXOnD8doAdADbGgL4qMyLvokOJLodYTLai8PKNqsiTtM01Dc0YsfeQ/j20LEwWxyahn65PTBuaF/Ex8WZtgQCAXyz7yBe/uAL5JcFfy/B4w9g2da9mLZ2Cy69YELIw3VEHAcOHwvepd7a361rOrokJylx9OuZiZ9ffykefPU9VNQ3AQD+8vFG/HDMmZgycQwcDr5A5+IAdUzJ+K7XI4rj9OOQSY4VHq8Xiz5eh2aPF8Gf/HVj9JD+6JqeqkyYsj2UHk6/jEEV663arWKcQSF3uVNMdoO6HWB2+lTAZF7KRtWkqOy1m2gjmQfVJpD5VQmDwiHLkudQtoHDa1WoyZs0koJEtIvS3xFwZMY7cHumC2vrPGjSgdoA8Ha5H5MyAhifpplJ7mThkG2ymieRNE1DY1Mz5i1fjbn/9zH2llUHz4DNMToADT0yUvDIDZfgJxeeg8yuwa95VlTX4a/vfoIvdh4ANJMVxytrsXTNVowbPQxd01PCbAroOlZu3oPGFi8AICU+BkNyuyM5MVGJIy42FpdO/AE2f7MP81dtQbM/gPqmZvx92WoMHdQP3TMz2L1iNQ8iv2o9ZF7VHLd1PaxOHqI4vjscqmKhsOg4Nh0sgT+gAzowtFcWzjmjD1yusGerhegTSbSZizsqvBwuLsfayQ1yn/k9dFGBneBJGcQBMo6pxMrxUiQHT9FGVcClgr3RLmMQ+blxhh5Zhswn84h83KvMR+Hg5ltVMFDzLuKg2ilHo/jEV0oG50cdBcdFWW6Mj9eCSQ46tjfp+KjUh0bfycMh+4GdACnjaGnx4KMvNuL5t1dib2m10SFyAQCKKmrw5LzleG3JSpRXBvkWL/8C767earCYSd0T0LHum3x8tX0P5OnTNA0VldX4+nAJvL7gDW39szPwg/494XBYB5usbun4f1MnYlDP4IOlfAEd/96Zj/krvkRTUzOLVZ4HLpZwvJzvnOz1kMdFcZw+HHK8lfs3bc9DRXWtWcj2zsnCgD49WbycflVcUp1UiDaq+q1wiLwUmU+Ks7OwFI8KIBfkrSaQmxzOcSg7RBusxog2ydioOeB4KT4xsFPVmCrZyHNp5eTyeAorJ9uOTFVRZtcOypZIxp8KHKmxDjzYNxZA69muHrzjfUuV76Th4BK/KEvle4GAjk079+KFdz7G4bIqtFYfhrATx61jjtfU46X3V+PPC5bh32u+wh/e/gS1nhOfX/dKioPTEeQ/WF6Nj7/agfLKKtM2w5YDhwpRU1tnFgKZ3dLRp9eJx7iqcDidTowfPRQzLxyLtMTg0+Oq6pvw9sr1+Gr7HgQCoUUqVfhy7VxA59rkce1dD3lMFMfpxUHFW4Nq6xrw6ba9KKttADQgLSEWEwb3RkpKsjlWRdw8yH1cfqTyDIVDzhNUzKdyj0ghd7mLFQG1UCIPxcf1yXxUBSIec4seqV5xsriJlKsglX6qTdYhyuP0c3PKjaF0yHPJ2avCwSUraj6ouZLHUDi4MR0NxznpLsxKdwUTogYUe3W8dtgDvx6OrS04OFvs4th74DCefPVdbDxQBL8eLDz6ZWdg2ZN3Yt1fHsS6uQ/ikz/ejYl9ss2T8PLaBjz3/mpc99Q/UFzTACCYl3901iC89vAspHdJAjQNvoCOj9dvx8Yde+Hz+UPs2bn3EMqr6oK1DoBuaSnI6pZhG0d8fBxuvuoiTB3WF60n9dhdWIZFK9ejpLQ8ZBy3VmI/txfkMyWrvdve9eCOozhOPw6Rv76hEQve/wwfb9gBX+vjnbt3TcWUMcNCPk7jZFN6KF7uhBIANmzYYD4gzeDz+/346KOPMGnSJEyePBnbtm1DY2Mji4NaK6ov5JI7VQVRZ4l2qiyqglERV90Yr7KjUJWNaKfMb0e33bF29FH2cvpUOihbxCqOO7ZDdipTmYdzXKqiFNu4TdBRcCS6gBm9YtDNfaL97doAFhwJJvX24qDW3wqHcVxYXIrfvfYuPvv2UDCZA8jskoCXf34trrhwIib8YBgmnjUc0yaPxfxn7sPUoX2QFOsGNA1NHh+qGhqDhQqAUb2z8KubpmPquePwqysmmboOVdfjjX99geMVVabu6to6rN5zGOUNzYCmo2dGF1w/eaT5uFe7OLqmp+K+my5HdkrwRjq/ruMf/96Et1euR1OzJ2wMdZbC+RXAn81x897e9aD4uH0exfHd4KCKg/rGZrz+7if43bx/oaQ2mCydDg1nDsjFoP69w3BxCZvKNVQRIuvXNA0ejwd5eXmora0N6d+zZw+WLVuGtWvXYt26dXjjjTcwadKkMDlUrqHm1RgXdsmdOhYnj0swlAOIYKlgZ+UEYpvKJlGHrIfipWSqnFlcQEonNT8UcXOoSkgcDpUd1FyKfVb8nB3i2lG6uUqSwtjRcGgAxqY4cHe2q/U57xqgAY8c9WJDpQ+BQPtwqAoBeQ5Fqq6pwx/+8R4Wr//GbOveJQGPzpiGi6dMCMPRp1d3vPTQ7Zh5/llIjTeeeqcBmob0pHjccOm5GDtyCBwODT++9Dz06drF5Fm2eQ/+s+1bU1ZpWSXKKirN/sSEePNzx0hxjDtrBO7+0eSQtleWfIpt3+aHzZk8n5Q8jo8K8mJ7e9dDpTuK4/ThkPOJP6BjxRcb8fTCFShr8gT3sw5MGTkQz/30OsS3/oAQV2DIWK3yj5zXDHr//fexYsWKEL5AIICtW7di7NixJu/cuXMxdepUrFu3jtVllScA4sdZuGOVEIpHnGAu2InjKD6KrII8pYeSxVVXqld5vCqIc7oNPk42tQ4qWVS/ip8bb6dokNtUx5QtqjXtCDgSXRou6erCWYmtn0TpQJlXx1MFHuyq8bULB4XFChcAfPjZerz56SbTni4xLsy+dBJuumoai2Ngv1zcf/NVuP68s5ASF0zqcW4Xrjt3FG6YNgFxscG23O6ZmH1ZaJL987uf4tt9BSivrMaufYdwpDh4WdyhAUO6ZyCne2abcADA9VdeiB8O7wfj4/78ilo8PX8ZqmvqLBOGncRkRSdjPURb7PRFcfB0MnGI8dQf0LFyzUY8+cbS1scPB/vOGdwLf7zrWvTskRUiU7WnZfnGGCq2yLFu3rx5qKmpwd133x1iv9frxYIFCzBr1qyQmPGLX/wCL774YogOu/Nr8IU9WMZ4T1UfstF2FKiSoixbbuf4ZR12xqh45cWRiwS5MFHZq9oklCOIOoxjTpbsuNQ6cRhF2XaqUgqfnbXkdIskbqCOhMOhaTgzxYX7ernRPzZ4hu4DsK4hgFeP+VDcFGgXDioocJW3rutobm7Bos+3tP4yFAANmD75B7jt6qlISU5Q4uib2x0P3Ppj/PHOn+CmH47EYzdegl/PnI7szBPPrXa7XbhiynhMGtK7VSmwLu8w7nj2Ldz81GuY83+f4EhF8FKhy+nE1NGDEB8fFzEOg3pkZuChmy7HoKzU1k4NH2/Jw8L3P4XXH7CMKYB9v6J427seKr3Uq4qiOE4uDpFnzYav8fjrS7HneFVrLtcwaUhv/OHOazDijAEkBlXyFOOzqMuq4FiwYAFmzpzJ4rVql/VSOmQK+xIetwAiCKvAbXWWpDJaHitWKrINVhUmV0nJujmd8jjq7I6yj+O1soHDyRUCFFHjufecXhW/Sjdnh2oeOhqOWKeGSzPdKG/S8dBRD6r8QCOAheU+DEx0YHavGCS4+Oqcw8FV+JRdBh0vq8DRylrzfvZxg3Px06svQM/u3ZTzqes6HJqG3j2zcfP0KbhqyjgkxMchKTEhRL6maejfqzt+9MMxWJd3GMbddOu/PQToevAyZSs5nQ6MGTmkTTiMdpfTiYk/GI47rzgPTy1YgcpmDwI6MPdfX2Jwv5646NxxYTg4WTIOeR6sbGwPDvm9am9GcXw3OIzjkuPlePG9z7D98HHThwdlpuLXMy7BxLPOhMPhsJXjAOCaa64J+Z76Y489hsmTJ4fEdnn+jL45c+bg17/+NWJiQn/siSJVDpRJ1EHhcIkH8ntZIRc0KRlWlQS3SPKkcs4lymgvUTaokqmqj5MjE5dc7CQJWQYlT6VfnmPVulrh4Ozh1sgqKHQEHHFOYGauC6XNfvz+uB9eALUBHS8d8aB/nIZLstxwavQZRiTFg4xDbtu97yBq6xsM4ejXMxtD+vYygxInU7QhLjYWcbGxpI0AEBsbg+mTRmHjzjws37wneDVASuYA0CU+FoP69W4TDpESE+JwzcWTsCX/CBZ/uQ1+fwD7SioxZ9En6NOzOwb07aX0oUj2fqTJJhIcdnTJY6M4Th0OIwZs3b0f3x4sCj5ARtMwJDsdc2ZfjYvPHwe3y2XLTqM/Ly8vpL22tlZ5ogIATU1NeO6555CTk4Nhw4ahpKQEFRUVaGhoQHFxMdLT09uEzU48BIQzdK7qEBVwidrO2ZR4rOKxC4rikXlFe+06t1Ugpqoiq01AVaGRFCIcDjtJkytOuKKEK7TkOaDkybqtEmxHxhHncuCegXHY2tiEZXUBABoO+YE5BR70iwOGprojxqHCJ/f5/QFs3F2Aqrrg3bmxbhf6du+KVOK7s1yRROkQX435Gdy/N5695wZ0X7wS2/ML4Q8E4PEEnxEPBM/OZ104FsnJ/NPhrPaCuB453TNx15XnY9/hYmw9WAwdwNa8g3jrX6vxwKyrkZKcGDLODg4VyXxtWQ8KB1fQt2c9ojjahgMAmls8WL4lDwXHqwANSI5148YLxuKKiybB6aD3ucq+8ePHh5xhd+3aNcxegwy5W7duxa5du7Br1y6sXLkSAFBVVYWKigoUFxfjkUceweDBg1md1PxQPBwOl8xgRVaJUXYMylmogKtaTHkMRZxTqiZFhc9uoSGPoXjsbhZVnypB2OGV27mChZtnbk6pdeR0yHZ3dBwpMQ480j8WB/OasbNJBzRgY4uO94v9GJYWEzGOSPy7tq4e24+WosHjA6CjV9dUXDAi/PM/OzhkPsrufr17Yu6vb0NldQ28Xh9q6+pRV99aTMTGoH/f3DbhoNo1TcPYUcMw65JJ2P/Wv1DT0IJ6rx/vfrkFg3pn45pp5yI+PrZNOGQ9Kh84GThO1XpEcUSGAwh+RFVcUgbjo6OU5AScN2YYXM6wXwknMYvxW9d1vP7668jIyLCcH10/cWPb5MmTMXly6I2ma9aswcqVKzFnzhwAgM/nw6RJk7B69Wr88Ic/NOV88sknuPjii0MwcfPD4QhDKi6C8WdFKj55keR2qjKhKiDOLiqJyn2UXtl+ym7KNorEBRXHUWPaUn1xWDlHU+G1g0k1RmxTBQNqnGx3Z8AxIsWJB3vFINcNGB9mf1DtR2lToE04RF+R+8S24uNlqKyqaR2kIS0lCYP65ZLyRTncfqN0y0FS0zRkpKUiO7MrBvbrjbNGDsVZI4di+JABiI+NaRMOkcT2mBg3rrv8h7hy3DAzAOeXVOHpRR9j5brN8PtP3IDYFhwqOpk4rHS0dz2iOOzh0DQNBUdKsO9wkdnev2sqhg7up9RFYZQLB1U8l21TjTHsdLvd+MlPfoK3337bHPfKK6/g5Zdfxv/8z/8o5alwAERCFxeBCnRUQuUCIudAnD67baI+OzKtHEpO3iIuFY/YJ/Nyc8It1MnAIdrNOaHY19biRhyrWmM79nLUUXDEOjWc39WF81OdZuLZ3aLjw2JPRDhEuVZ+pWka8o8Uo6i0AkDwYRgDu6WaT2ijiPMflW5uHNXeVhyqojotNQUPzfoJeifHGVqwt6gcD7y6FLv2Hug0OOzojeI4tTgaGpvw1Z4DKCgNPhjJoQFXnnMm0lK6hI0V9VLFAxfDuBzAzZGMTdTRu3dvjBkzBjNmzMCMGTOQkZGBl156ieSl5FA4AOkzdNEISghlPLdwdqsfkYeyg5NtJ6FYkTwZKvmGo9mxSxwjy+LmgepT6eJ0GyQXAVTFzDkKpV/l9HbJDp6OiCMjBpiQ7MDyCj8qAkAzgAWVftyY60esy2kLhyqAyscejxdbCopwuKIOABAf68YFowfB7XaFyObOXtrqM3b6IsEh91FzMrBPDv7ywG2497l5KGh9PG1+cTmu+92r+GDOzzBkQN+IfeZ04Pi+rEdnxVFdW4fd+w/D0/prappDw+SxZ4bFYuO9HB84rNScqAoMqn3cuHEYMWJESFtycjKuv/56TJ06FQCQnZ0Nt9tN5iLxVYUDIL6HLr5yZ6QUOEqx+KcCL/LIr7Jebqysx8pO0RbKRuo9RZwj2plHik+VfIz3qgKESiJWG4zCwRU7nP2yTKszgc6Ew+104LwMN0YlOcyz9PzGAFYU+23jkH2MsseQVVZRifxDhcE7dQHExrhx1pmD2UKRwyHOCfWe4xHlyMEuEhxUcSbqMWRd/MMx+MsDt+KMrDSg9XONfYWluPbxV/HtvoPm5feOjOP7sh6dEQcAFJVVYcueg61KgG5dEjF86OAwHaIsTjeFm5JBFQBULomNjUVaWloIr67riI+PR25uLnJzc+F2uy1zkBUOgPj5VBmMKlBSbaIi7liWKy4SpY8qErikIevhJkUkla3UnIg8soNS41TOIPNZbSaRh8JJYbFyVm6uKTtVzk/xqHR3Jhy5iQ6MTXEisXVIuQ9YXeNDo099yU7lS5y+kvJqHDhSbBYPGQlx6JObY2mjSFyQsbMeFLUFhzye0+9yuTB5zJm489qpyE5PMdvzj5bg0b8uxurNO80b9DoyDpX+zrQeKv0dEYfP58eOfYewr6zGbL/3R5MQ43KE8Yr2ckWIVWEh84h8XPxXzbecR8XCSs6rVjgcYqOKqGqOmmBVpcLJpRyDqn6osZRsq0DN6ecmnVo8u7itSOXQdtaEarPaZJQMaoydjUY5W6TUGXDEOTVcneFCr9ig3BYA6+v82Flz4idJVThkedzG9vv9yD9Whj2FZUYjzj8jFyldksL2k8pmqsiR+yKd10hwyH2q97quIykpAbdcfh4evP4SdGv9MnwNdwAAIABJREFUEZdmfwAfbP4Wd//vfLwwfxm+/iYPPuFmuY6Igxov8naW9ehMOJpaWvDlph2AphkXeDBm1FCSV5SlylFcoqfslP8ou6l8ISduud/q5JTCQT4pjkumKmNl3kiciCJ5PFXFqGxX2SbroGSqsKiShlUhws2pat6tcFCyqQqPk8EVLJQNKh5qTiIpbjo6jiFdnDgvyYEDzcGHzXzbpOPTSj9Gpurm0+M4HHIwoNZU0zQ0t3iQf7QIdV7jca8afjhmuFI2N2ccDhVxZymR4qBkUfrFti7JSbjtivPR1NiIJxZ8hBavD4CGPcfK8Nzilfho0zf48YRRuPbiiYgVHpajaRpSkhPNH9w43Tjk4866Hp0FR3FZFT75el8wmWvAmT3S0b9X9zA5IsmyVfGXmxfKbg4jFbuoV3k8J4fDEfY9dDnZWIGLpE/mU/G0JVFwY+zq4IjCKLdbJZdI2mW77cy1yh6VnXZttIsvUh6g8+BIdGuYnuHCoko/vH4dzZqGHXU6jjcH0DfJaVkAq9bYoMamZuw/eLT1KBihhg/pb9vGSHisiiI7xY5d37RrY3JSIu669lK0tHjwxMKVMD52qPP6sHHfUew9chwLVm81f8IVCH4LYMqQXNw14zL079urQ+D4vqxHZ8CxN/8Qyhpagr6i67jknJHomtaF3YuRnGxyNlqdZKmKESquywWFlX4OB/lra5RhMlFjuCrG4OWqC5HPiiidXJ8d4nSrbOIqqPbYEclYjodbExW/XR0qOXZlq9bOSldHwXFuNyfGx2qApgHQ8WGNH59X+eEN2NsjKpt1XUdFdT3WbtsfzOW6huHduqBvrx7s3qH0cX123lPBpC04uH47OLokJ+I3t1+LDX99CD8eewa6JMTBqQUTeHWzB7sOFWFnQSF2HijEzoJCbMs/ij9/tAH3vLgQ+QePdBgc35f16Mg4AoEA3lu5zmiE2+nE2SOGID4ulsXL5TROdyQx2e78Uu3UsUouhcMhD7YKeGJVIAukKgyrQoGq1MSxcsJXnamrnJGbGKoSFOWKCyD+2akuRX3yeI6oOYxkLsQ5kOfXCoOo105lqEqW1FrItnVGHAkxTlyf5Qb04NmzD8AXZT5Ue6xxUHMh/+09fCz49S0NgAZcOnEkYmJcysqc2oNyn2iHyKPyN1FmJDhEuZQddnDExcZg/OihmDfnF/jno7Nw+bhhyOqSYAyEcXnVIG8ggC3fFmD15t3w+f0dBsf3ZT06Ko7jZRV47+v95rhJg3rizD494HQ6yVhDyadsE9soXi6uUDlRhcMqF3Axk8PhEhlkY7gFppIXl9BUpAq2VJsqmYs84iLYtUWUKY+VZcgBX0WR2CHKVGHlNoD83g4OeUPasZOaY1EP5TeyDaqN3NFxXNTdjdyjHhzxB7PKpzV+fFvnx7mx9I18VnIN8gcC2L33wIlkpes4e+QZcDqdSnu4uRR1U/o4PtlWbh1UcjkZkeJISkzA1PPGY8TQAfhkzSZ8tG1fSH9tbT0+35EPr8+P0vomrN6eh0smn4Ue2d3ahKPF48HhoyUIBPzolZONhPi4k4KDmufOuB4dDcf2XfuCX2vUAWgahg7qg25dU8PGUzFYlZRl+ylZFC5uDjgckcRMOzhCboqzYqaU2QmE1CTIzkIFaYpUFY3cb3dyVBUitRhWjmZHp2q8zENtNI5k/HYczU7ysxqr8g3ZPjt6OzKOrjEaburmwpyS4B3uZTrw9yNejE51ooub9mPVnBgUCASwdsu3gBbM6DkpiejfqzscjG1U4FHZbrU2Yl8kAYciyn8pPXZxZHXLwC3XXIorLpoYIqu8sgZX/vK54G9fQ8O6XQew++AxdM/qGrKH7eBoam7BirVb8MayLxAIBHDu8IH45W0/Rlzr5duTgeP7sh4dAYc/oGPJuu3w+v2ABqTFx2DkgFykJCex42WdVN6SeWW+SObHKoeo5txqLqhcal5yl4WqhKmcQ5RHjRH7KL2cHlm2agynm5PPJYRIEoQ4qXZ0qtojHdteXpkMZ4pUJlWIWG12K+qIOGIcwPRsN4YJP7j2r1o/3j5i/ThYVfCoqKrFuvxjQOu15LGDeiGr9XvZXLChZIu+yPmVyg5jD6mKZ6sgSBG3HpHgSE9NCfnr36cXrjznTKCV73B5DTbs2IPGpuaIcRwtOo6/Lf4En3y9F59u34/nl3yGdz/8HF7hq3InCwf3vrOtx+nEcby0HBv3HoHfH2wf0isLZw3qHXZFS2WvKNtuISHzU3lD7rOKRdycR4rDvFVUrDK4yRT/5DbKAFEONZZqtzNeJUOlk8JD6bOyjZIpVmR2dFD2yGNUc6fCJutR2UzxUcWdit8gaoxVhdlZcQxKcuDybicucNUFgOdLfNhR6VMGLMrPDfp65x7Ue/1mcho6qA+6JCWwFTwVHCOdRy5wUJjt4qCCFLUeJwOHQwOun34hIMh9/99foaisyrYPAoDX68Oar7/Fur1HzL7KZg/++M9/Y8Om7SG+E12PjoGjqKQUzS0n7m7P7JqGrG7p5IkERzKvzG834arivFVOoPoo26xwAMSPsxid1BmnfHZs98xXHi/zcJWbfGan0sf1y7JVE6Z6lZMEVZVRm0FuV20uMQBRc8FVyDI21XxyyVPExjmolQ2cM3P6OjOOlBgH7uoZg2vTnK2XuYBDLTr+fMSD6mYfPB4vAoFAiL2yLtHGgK5j1cadRgfcTgf65+YgPj4uJFCKGGS/sRN0Rd3UnMtjRL12cIhj5X1zqnD0790D/3P+aIMLO4orseo/W8N0qXCUlFfir29/BI/vREEF6Pi2sAy/evU9bNmZB38gcEpxyPNOjekM6/Fd4di+9xBq6hoB6HA6Heibk42c7pkhcVa2iZsLCoOsk8PB5UY5jon9lI1UrooEB8AkdGoRuIWRjZfHyE7DkexEnEwRNJfAKeKKkEiKE45HtjkSHfImktsoe1SFCFUwUI5DYaISqayDczJZLqfv+4SjZ4KGn3RzItetAboOTyCATw8W49ll/8Eby1bhvS824etd+5B/8CjKKqrg8XghkyG3prYe727KM9uH98jAGT0z4XI6Wd+jsFE+SPmjuJeoOaRspGSpeOzqaC+OGLcLl5w3DilxbgAaoGn425J/o76xyTaOj1dvxPbiKkALjm8dAQDYvO8Inl6wAgePFCMQ4E8uouvx3eEIBAL4/NvDKK9vAqChR0oSJg7MUcoSbbSyjeI3iIpJXK6TCxg5zot9ssy24Ah7UpxVIDX6qCAs9nHG2EnElPNQOsT3VIHByVHxcBWZCgvl5FSBYkc/12cHB9XO8XHzZiWbsoGzTebhxndWHE6HA9My3dhcp+PlEi8aKypQ+K/FeHr/HiMXYHSvbsjplobszAxMHDEIl046C90yUsNs2rrjWzQ3t7QqAQb364me3buF4ZBtV+0lCo/V/hRl2JkPbj04204FDqfTibOHDcT5w/vjgy17AADflFTj6515OG/CWZY4amrr8cbytTC+XZDsdmLSiIFYs6sAjS0eQAc+27wLby79FPfd8mNktD60JLoepw9HQ2MzWlo8MBYtISEO3TPTSZuo8ZGQyG8nf/1/9s47Po7q6vvf2apeLEuusuXeC66AKaaZEggkQCCBJIQQ0iAJ4XmehIQUkkAKCTxPQhISUoBQQg292BQDtrExNtjGuNtykazeV9K2mfeP1a5HV/femZVkbPPqfD7S7txyzvmde+85585Oke2eVfFF9F8627rB0e1ta6pMQcZctesWnauMVJmJqKxoDJUM+2QSJ0K6gyf2UWVcsnb2T1mAtpMMq1inw+G0+OzlsrGy89XZyI393LYRJ7XY91jEkRfw8LURPuZmGPDhOth5KJgDvLe/lufWb+dvL73ND+95gn898xptoXZCkTgbGuPsbo3T2hHh36+vo6W9E4CCzAALJo+lZHChoz4qcuN47G1VWHX8dePRX+QWR3FRAYvmz4TkDfzA7598lc7OsCOO11a8y/v7a1JlJ04p42fXfJobPn1alzBojcb559LVPPXKStpC7YcNR7KtjI6l8Ui2lVF/4KhraKS5tY3kWGdnZTBsyGCtzqqds05XMVbJfJgsbrr1cXY/70YXJxw93ocuClaV67I1t45VB85+LMpwCthuJ7EqM9Xt5nSZqc4WTjbS2VhFTpmum6zZKSN0IlX2qKN05R3tOMpyvXx9uJ+Vby/H7NHKInmPbGVjG7c/toz8aXN5K1DMux0WJT6Di2MVvLdrf9fV1BZjhw/mxBnjCfj9vcahap/uelVRurbqbVu3OIIBPyfPnMD8cSNYu6sCgNVb9/Lh9l3MmTlVKae+sZnfP/NGwvYGFAR9XHDyPKZPHseY0mGUH6jiwbc2AHCwpZ2f3v88D7z2LpedMI0T5k5j4rgysmzPkO8rDvh4jIddp3TILY6augaamluTwsnKymToEP0ZLbuPdqtrb/y3SqYdl2pDJwbsdHH0eJZ7UmiyTBaoxHq7ovZ6O19dmSq7kxlTttOVYRD5y7Ie2ekPGV+3ZxzEbEv2qeqb7C8OrgqHyvZ2cho7WRud3qqzDzLSYRZ5Hes4DCD87nJoaekqBMZPhGEjYON66OyASOLUbXVziO+8uoHwwsXEDA9bsNi/Yj11+6uTEikdVsykcaOUOOz6OuomcRqyetVaceKts6nTePQ3jqnjSjl+1iTW7a7EtCwamtt44Lm3mDltEr6uW5nsZJomLy1fw+byylTZwqljOXPhdIIBP8FAPjddcylVtY28tnUfFlBR30xFQwtrt+4h8ODLlOZlc8WZ87n8k2cxvLgQn887MB4fAY7q+haaWkNgWfi9HqYNziczGOiBxy5Ppaeqj9jWzkflU1RtdP7KKX64xQGSi+JkjtPORAbC/ikOdk1NDTU1NT2AJPts3bqVdevWsX379h6yOjo6WL9+PevWraO+vr4HKNnEsv/pHLYKZ7JtOn+6wdAFI5X+Kr3susnsbberiNveVre4ZHViXzsG+3eVXrL2HyccB6vruPXfSzHNrt14IABTZsOZn4L/vg2u+BpkZCbPDhJ67jFioTawLKxwJ7uq62jujIBlUZSdwXnHTaQgP0+JQzavdUmKDLdYL85l2fjIxkPsb2/rNB79jSMnO4uLT5zJlBGDAYtw3OT59Vt5ZeU64vF4DxyV1XXc99q71LaEACjKCnL+wpmMHzsq1Wby2JH84JpLWDh2OEGfFwwDLIv2cIymtg42Vdbx/ftf5MxrfsSfHnqGrbv3E2rvGBiPw4jDNE3WlVexu64FDIOMgJ8TZoztwcf+J9PTTun4K10/O9bkp9N4uBkXtzhSj35VBRFdQFIFM4D29naef/553nzzTebMmcOXvvSlbkpu3ryZzZs38/7779PW1kZ+fj4XXXQRc+fOxTAMTNPkkUceYf369QBMnDiRkpISLrroIvx+fw9AukxIRip8MjvoJp3ODrJPp/72Mie9VHxEsusgW6D2Njr97H119hcXtGrSfxxwmKbFi8vfoaGpNRWwh44pw5w4kRpf1wmwIcNh0jTY8C5YViIovPMmnH4+7Nme+DMMwKKoMI8zT5zjyh523dw4KtV3WZmsv67cblNZwvpR4Zg+ZRyzxpWyrbKOmGmxvbKOu558jfGjRjBu9PBU21gsxor3trBjfxXJgSsdNpjFC6bjsTlPr9fLSfOmc8d3ruTfr73D5vIK9hyoTgQTK9WVnU0h/vuep/j30tV8+oyFnD5/BmUjhzCoIK+HnfpjPEKhDiqraxlSXERebvZROx5OOHR8VThaQ+00NDan2vj9PiaNLVX6bpX97fxF0tlG9Ouq7zIbOOmo0tctDp+ooAyIzBHaSSb0z3/+M36/n5bkaUiBz8svv8zWrVv5+c9/TklJCatWreKRRx5h7ty5QCILu/fee1m+fDkAS5cu5aabbmLJkiXk5+e70k81aVT4nDC5mZjiZHZKLEQebuQ6YXKzwJx4qsbaSad0bP9xwFFVU8eL73yQuqCtMCuDa06Ywqg5w1nW5OWZ5jjhjEwYPho2rCUZAQLrVjHm1NPZVlsFjY0JmR6DOWVDGTl8iNQWTjicjp0w6RyGWCazmejQVOvqcOIoKizgC+ecyOsbd3KwsQUsi5Ubd/Dwi29y/RXnU5CXSyQSZfV7H3LP08vZW9MEBmQGfJy3YLr0p45AwM8J82Ywe/oEKg7WsHnHPt7evo8tO/eyYtNOGtojYCReELN6TyWb7n2Wp99az6SxI5k7ZiSzJ41i9MhhlAwehN/v6/N4HKis5vePL+PDHXuZPXE0V557EpPHlx2V46HDIStzM686OjppaWtLtfN6PBQPHtSDn4yv23VtD/Qy+znpKwZ4GX8d397i6HHbmmyAVdlFsp1MsXnz5rF48WL+8Y9/KIGfffbZDBnS03kB/PjHP+aWW25JHS9ZsoTs7Gxuu+02fvOb30j1tBtRBC0jVTZl5yXyEI2czgRRDY6ddJPdTcIimyDp8nCjm1OC0VcdjgUccdNk+TubWLOtnJiVON0+fmQJV5wxj3FlOZzdYXJuY5w/lxusHTsJRo+HvTsBg2A0zLQtK9lWuS+1y/N5vXzxnEX4/T7Hha7TXWaLdGwp6+fWAdrnths9DweOUxbO5luf2ssP/vkcFhZNnRH++sIKpk8YxXknz+eZV1dx64Mvsm1fFcnn5ufnZHH1BYvxdZ1VkeHIzMhg/JhRjCsrZcnJ8zhYU8/KDVt59KUVLNu0m3DXI2JDsTgrt+1j5bZ9/CfDz6ghRRQNymfayBKuOGcRc2dMSsnR4ZDZu6augVv+/iT3L1tDJBpn+aadhMMRvvelTzG46NBdEUfTePT3vGpsbuNg9aGfYL1eL8O6LogT/ay9v1gmynHyBWIbmSxdgBfxy2KKTNd0cHS7bS35qRs0e5nOAIsXL5YaJElf+MIXWLNmDdu2baOuro7777+f7373u6n6N998k1NPPbVb30WLFrFq1SppgqHTTYdBVScbHDF5EbM4HbkN4rIJrGqrkmmfKCoc9mN7EqRKfkTeqmNVuZMOxyKOg9W1vLB6A5VNid1CbmaAy06axfiyUvweg1HZXq4c7uexOVm8/4mx3LR4BnmBxJXroY5OXnnuJdj2QYqfxzCYN2tKN2wyPVX1OgeqwqFaS254iO1lPI4EjsyMIN+8/BOcO3UUyWzpQH0Lt//jKf5w7+Ncf9cjbNhTSWfcTNXffPlZlJUOd4XDMAwyMzMYO3oEl517Cn/96XU88MMvs2BkEQgmauyMsmFvFa+9t5W/vrCSz/z0Lzz0zCuEo/EeMmR2sdfX1jdyy9+f5IFX1xKJxsCwCEVi/PWlt3nmrfXdHlx0NI2HrF7HQ6Vzkqrqm9mZus3Q4oTRxWR1PVFR5jfFYOuUxMj0k9lFFsRlvJzilBh7+4JDeduak5HtbZyyBnvb5GdRURE33ngjV1xxBfX19Tz33HMMGTLEtR5ujDx79uxuF9PFu96TbFkWHR3dnyI1QAOUDsVNi9ff2cyydz7A7Jp+Qwfl8akzTyAajRC1PRSuxICSIHziuHG8/GYJ6/ckrsJuaes+B80FJ7GsJZOLsjrpERkGKC3yeT384lufZ/+P7mJTTRMAb5dXsWbvS5hd/sJrGORkBPjR587iCxedSSQS7pWsgtwszjtlPovnT+eVt97h78+t4P39tcTicdrDUSLxOGAQjsfZV9vIl+54iH898yY/+sZlzJg0lqDfh8N+gJa2Dn774PPc/eybWBbYO7S0d/Lzux9l7PASFs4Y3ysMxwqZFuypbaK8OdRVYrBw2th+8+fRqPxpjuJ3WQKk2lnrNiyyNqqkS9TFfpz87HZRnNNpGpVy4qkDGYlBury8nH/+85+UlJRQUlLCHXfcwbXXXsukSZN69NNlgaJu9raxWCw1QPY+0WiUnTt3SvUcoAFyQ3WNLTz84hvUtB96w9plC6cQam1iZ2uTtI/fC5NHD2Xz/mrCsXiP+tjYqfxtfzujGyvJ9Q8E9D5TzOTKT5zEbx9/jdrWxMNgksE86POwcOwIPnvGAuZPK6N8z55+ETlt3Ahu+/ol1DeHqK5r4t2te3m/opbKmnoO1DYRMROPLX1l+z423PxHzj1uAnMnjmTE4DzycrLIz8slGAykXpkL0NjcxqPL1vLIWxtIujfDgNJBeeyrT1yjVN4S4tu/+it3XH9pnx5IdLRTOBLjw23dfXdedma/+XP7BlBGujMbbuKgnVQbYHEXrmojo24XxSW/yz51vwO4Ud7ebvfu3fznP//h4osvZtasWamyxx57jPPOO4/p06f3kCMDI8tq3Jw6CQQCzJgxw5Wuut813GJ2c1rHLa/+oHT1Ee3R23HvbzpSOEzTZPk7G9lYXgVdlzqPzM/ims9ewOiRw7Q8rrM8rPxwD3trGiD1SDkLioqxhpeyxxMgOGoyMwb3uLxFqmu6OPqDnBJ7Jz0+ShwjR42irrmNu59fSWs4kdxn+L2cd9wkvnvF+cyfPTn1AJ/DgePzpklNXQPvbNjKwy+/zYvvbaO5I3EmoLatg/vf3MCrG3YwubSEkUOLGT1yGHl5uXg9h+4oPlBZzSNvbaCu81Dy+OmTZnPBgmnc+uCL7KiqB8tgY1UTL7+/h1u+tiD1Up/+wvFRkJt51djcQnzZ2mQNYLBwzgxmzJjkSlcnGW+99Va3Yzs58U7ntLzYT3fq3s0mOUk9bltTTQJdYJf1U51GAPjggw8wTTMVzAHGjh3LsGHDePvtt1PBVqeLeApfpuvNN99MZ2dnqvyBBx5g8+bNUt1lmZAKgzgAMj3d8pSVy352cDpDks7iSzeAqcZR1b63dKzgiMXirFq/mYqWdpJB+aqzT6C06+p03am0mVMnMLdsKPtqGrtOnZL4N3kGBIJURy0er48xvdBL0NtzDuhskM7vgTpbq+afXabOAenoo8ZRNKiAqy48g5q6Jh5f/QHhmMmXz1rI1y89hykTypCJ6E8chmEwtGQwnzj9BKZNKGPBm+/y96deY3NVY6pdRUsHFZvL4YO94GIJLZ42hl9+7TMMKxlMU6iT2x54nprWhJ+754UVzC4bxhknzSU3J1v7FLt0cIhlKj6He16Fw1Eqq+uSNQCMGFYi7S/7rtscioHYLXaRZLxU2FW+qbc4lC9n0SmrOnbjMN3SHXfcwY033sgdd9yRKvvBD37Arbfeqk0W7HT55Zd3O37rrbdSAV11WkPFVydTtyDESe6G0snUZDh0iYGKj0yH3iQfOj66tscSjraOMC+teL9b/ZJTF/aQJZOdnZXJtRedxrPrtxONxgAoyQzSNnYS7f4A7RasaY1T2W4yJtfbTb6KepNMOWEVj1XzX+YEeyv3cOAwgIljS/nRNz7H+afvJjs3hznjRzKkuKiHbDc83bSR4fB6vYwrG8lXS4o46bhp/Prvj/LEO1ttJ2mMxPdUkienxdPG8IuvXcrYUcPxeDxcfNaJrN5azr9fXwdYtLR3ctM/nmb48ysJ+P34fF7mjSxiatlwJo0rZdiQYoaUFJERDPYKhxMd7nnV0NbB65vLU8dnThtNXk6WtK0bbDp/r+vnJEPmC8R6ka+9vLc4etyHrhKiyzjsdbqFkaxbsmQJ+/bt49lnn+X0008HYMOGDezZs4cbb7wRgDlz5nDzzTcTCiUufvjtb3/Lk08+yfe+9z0pEB1YUS+Zbqq+ujMPbgKCio9oE102qzob4EYX1UTRndlwYw+nduJ3WbtjFccHW3eyZm91yvl+7uRZTBo1tIdeKt1PXzSPOcMeZ31lHRZw7gkzeG/MSDZ6PGDB3g6TjS1xynI8ykTGrcNxGg/d+pDNfRlGJxm6hOyjwOH1eBhbOpTRI0rweDyJuCnh91HgyMzMYN708fz5x9/ky5u28f4H21m1YTtryqtpjcS08/LESaO47WufYf6syXi6TskPHzKYGy5bwp6DtazZtg/Tgn11Lanf1rFg5QYPAZ+PgN+Hz+fF6/Vy0ZyJzJ5QyoQxpYwqHU5xUSEBnwePx4PX6+2RUxwN8wqgrrE58crULrazxo5M/TyhGx+dHxLHTxWIZWPj1r/LSJdM9AYHKO5Dd8oS0tmtFhUV9ajLzMzk+uuv51e/+hV/+MMfAJg1axa33357qq3P5+Ovf/0rn/rUpwD4r//6L37yk584Zo2q3aBTAFdNSNWkc8Kt4qPSVSwX2zjJtMtRTS5dnUyeW7ludjcfFxymZfGfV95O3HeOhd/j4fiZk8jLydLisNf5/X5evOcWHnziJdrDUb7wqbN4PpTDd/dFaTFhdxT+Ux/nhEE+ijOcdXaTRIi2EfvL2ol2Vo2h03g4rcePCkfyee5HA47iQQWcc8oCzj11IZZlEWrvoHxfBZXVtT3kAmRnZTFl4lgK83O78fR4PCyYNZUfXXEeP/z7U2zYW9W1009ePQfhmEk4FoGOSGr3/6eX34Gl7yQNybiiPOaMGcrMyWM4Ye5MyoYVU5iXTXZ2JgHbkzmP5LyKmyY7y/d3O4sxYczIVHLjRkeZDLGtzCeLbUR89j5inS75kcWrvuDoeeWNRKis3CmwJunCCy/swSOpwPe//32+//3vS/tZlkVZWRkvv/xyD5kyoLIJ5DT53PCVtU2SU5CWTVaRn4qPGxxuBlzHV6V7Ov3dZKBJO+jmlZNuTnqI/A4XjvrGZv711sZkBZOGDGLB1PFkBIOu5xtAYV4O133pktTxuaE4vzsYoyWc4LGlLc6+DpOSTPkDSGSOSMQiS4RUfVS6Os1dkbeqjSrwDeBIfOZkZzF9ygSmTR7vWld73dmnnUBmRoC7nl1BqKOTtlA7sViMUHsnzW3tHGhup9u2u9t3g131rexqaOGxdTvwP7yMGcOKOGH2RCaOHcWcCaOYMXEMebnZjjh01OfxMC32HajqpvvIEcPwePT9VHqokgqn+CcGbids9v72T6d5ky4OkLxtTZWdiG3YFzUKAAAgAElEQVR6S+n2dcrceitHxTcdfXT1brKqdHRLh5ebgNIbvVQOzo3D+bjgeGv1e4Qjh642XjBzAmNGHnraoQ6HLskryTBYkuNhS2cMDIMtnRabQiazCiz8Hvl8kCWGbs9g6fRVkRscbvUYwNG/OHxeD6ctmsfcmVMItXfQ2NRMOBKluTVEdUMzH1Q2UFefeId4bX0Tq3ccIBSOkPrt3iDxHYtoHNZX1LG+og5YxYyRxZy+cAafPW0+x02fRCDg76HLRzEepmWxZdf+1HFB0MfQwYU9gnO6wVzU1ym4ysZcViaTIQvCon59wdHjwTJOp4xExXTtREOodreyDFY3yE4OWXVaQ2YUlTxVP6dTJuKnqr/uU8Sjkp2Onm746c58iDycMlJdID9WcXSGIzz02ru0d93+VJQVZOGUsQwalO+IQ6a7/bvP6+ETxT7+rz5xf3qrBR+0xAkN8VEQUGNTzTeVjdJdH+nisLfR8RrAcXhw5OflkJebzfCh3d8NHo/HaWkNEWrvoKUtxLbKemoamqg4WMPBmjr27K9m7Z4qWsJRsCwSp7UTsjYdqOXDytd5672tnHP8TL5wziLGlZXi83k/0vEwTZPlW/aljqePLGFQdmY3vykLmCp/rAqYTj5e1Fkm1wmjE+/e4pDu0GUNdUBk5TLS9VFlLE56qdqqkge3urqVLbYRP1XBy+mzNzh0E8+Ns1JNQB1eFcnkO9HRjmN/xUG2V9ZiWiZYMGFkCfOmjOnxrm0dDt1cmllgf5uxxebWOC1Ri4KAnLcOh06uXTc32NPFoeM1gOPI4PB6vRQW5FFYkHgt79SJY4nGYnR2hgmHI7R3hqmsa2bnvgO8smIdr67fwYHQoVt+43GT9bsr2VZRy1trN/PFc07g8gvPJDsr8yPDUVFVS02osyvZsJg6biS5OZk92vZGh+T3ZJ09MNv7qHyTrs5OskAt06s3OMDh0a8yJVUZqL2fCFL8LraVBXqZYdwAVAGVydbhSXdwdLZzWy7jLcOhmjyqcbLbQ4ZB7OuEUybbjZ3c8joacZimyQtvvMv+qjrAwOMxGDdqOOPLSqW8dThUGAozvFycY/BEWwLLsnaLD0ImI7M8eDQ80h0PnU2c9HaDw847Sb1dHwM4Dh8Ov8+HP8dHTnYWgw2D0uFDmD99Ap85+xTa2jvZsmMP/37+DZ5au4WKxlYsIBSOsmLHflbvruCFFev54y3fpnhQXrcH4RwuHNW1dYDVdebAYMSwYjKCgW7YnNa9XQ+ZXez2sX93E+/sx6qArWurmmducUDXy1l0RrQPhhtKgrb3E7/L6mT1MjD2YxU5JQYyXE71Kqy64OyWp0yGrI2Mt91hqNrJBt7OV1xwdiwyWTLcTnYSvx9rOBoam3lz614au57yNbQgm4sWTO1xoZAbHCryGnBuSdfvkwaYwOq6GPHkBcua+SPDIbOV6Jic9FLZSofDjl02bgM4jl4cXq+HQMDPoIJcFs2fyR0/+ib/+sGXOX3OZIYX5nTxg2jM5Mn3dnLtzXey9v0tdHaGDzuOneUHwHZFXGF+fren/DnZQKWfLu7oeIp8nD5FGU590sUBtret2TvYv7vJNMR+9mORh6pcx8eJt/1P1lcXCNxgcWpjly06dFHPdGSJOHVOwf7Zm4kptlNlmnZdZOUy3WS8jjUcO8oPsLeiCiwDLCgqyGf+rMlp49CNtweYXeBluBeSjuvphhgdMfkacsLhxn5udhTp4pCtAdW6GMBxdOPwez0sXjSXx2/7Fr+85lMsmTOJQdnBVFx9cdMevnvnv3jilVW0tLb14NWfONZs2JH6Pjg7g7LhxakL9JK+0W5n2Vi4iS9u6u0yZIHYjl/ls2R9+4IDugK6LGtIfneTfcrAyLJTe1DSZSuq7FEMnLI/sY9KX91AOgUNWXBV2UnU1SmoyfRQ4bDb1G2gk2GR6aTL5tPRQTYu4vejHUc4HGH1h7vZXlELRuICtpOmjGb40OK0cejwGYbByAwPp+QcyrM3hi0qO+La9ZRO4iPOOZUzchoHN+MkOiSx3wCOYwdHQV4un7vgdH5/wxf4xgWnUJKXODMVsyze3lXBj/7+FH9/Yim1Dc3aINdbHLG4yaqdFV2MYOKwIkYW5irt58TXjlHWR7SPKvESy2T9ZLHG7pNU9eniAIcdukphWWASMxIxq5A5VZVMXXDXOUsVb5lcOx9VtiM7VgVzXRanIif5buSqgqSM3Ojo5IxE3WSBUSdPVne046hraOLdD3fRGk48qjUY8HH5GQvx+/39jiPbazA510vq7amGwTv1Zo9+4npS2V02h2T4VfPZjRN2k5iqnOYAjmMHh9frZeLYUr79+U9yy1XnMyj30CNX91Q38KtHlvKbex6hua2j33E0NDYlLogDMGDwoDzycrMdg7HML8h0E8k+LmLgVSUs4rHYxo28vuLwiJ1lDHWCxUnpJtjKBlaWpYj8xDay7MbO12liO9U7tdFNSNkC1SUXKlurcOjKRLvYJ4asjyxTdEqOZDqL4yWbdE7J09GGwzQttu09yOqNXaf7LAgG/MyZNTUtHLJPGY4sH0zI82IYpIL6k3Wxbn1lzsZNUulmF2fXTeSbDg6nPgM4jk0chmEweFABV110Fg/ffA1TBuWm6mqaQ/zphbe59ff30dzSJvXLvcWxY9deIpFD7yofVJBPXk6W0p+IPkD0o3asbnyGqI+sn9jXjU9Qte0NDrAFdKcdjYzEgZcFdp1xZIrZ+9h5J4/FBWEvU9WLOou6yzCJeuj0FgOZbEE42cYejGTydYmSqKdoFzcks6XIX9bHPslkAdWOQ+fojlYcTS2tPPrym+xuaCMRYS1u+tQp5GRlpIXD/qnVH1iY7eH8PE9K3tthi8p2s5uuMn4qR+4Gu8hDXHfp4hD5yT4HcBy7OILBAGedNI9/334jiyeWkulP3LrZHolxxwur+Pz3fsf23fsxze48e4PDNE1WbdhORzgCloXXgOElReTn5Xbro/Mbqvgm/rmxhVOMkQV+lR/TlaWLA2xXucuYuSGnbFQ1qcV6XdYh669aFKpgoprAskAsfrfzEfmJslS2FPnZ26gCt0y+yEtlQzGIiuUyGTIcsonuNDHFPqpFcSzgWLd5J0+/tYHka06H5mdz2olz08Zh18kJR3HQoCzbA12P8OqMW6y07dJ1c1ZmC3EMZHNZFUj6gkPWR5bwDOA4dnHMmDyWv/zkG1x64kxygn4wLEwLlm3ew4/ueogNH+7otrPuDY6augaeWruFUDgKhsGIwlyOKxuWuiBOt4GQbSZE24r2t+up8vf2Y1U8swdklf+2y+srDpD8hm5nJgtQYsYhYypTTuXwVJPFLkPG302dyE8kWZAX61THojzVsb1cHASZXJWOdhw6XcTvTotSlTSpHEDy000Scqzj6AyH+eW9T1HVfugBG184cwFTJ5SljUNVJmuT6TOYkOmhwAtY0GHCsuY4ke4/pUtxiHUqO4nrR+Ug+oJDRm7HYwDHsYHDMAzGl43gpi9fzNVLjqcgOxMsi3DM5Pl1W/ifux7mrfWbU68K7g2OVes2c6Dq0EtrJpaN4PjZk6X9xICaLFPZQ7V+dUmMvZ+Tv5fx0SVrfcEBkt/QxQmmU0yVmcgEJb+rMkfRsDJ+4kQTs0iZLFVGJNNJprsuYVHhVMmQ6aLKUmU4dTicKJ2go9LLPifcBlRZ/bGC441V63l98x7AAAumjxzMxUsWEQwcephFb3Ho7OX3GByf62V8RoJ31IL1HRYV7d0juojDbWIlJpWi0+gvHKr2Mic5gOPYxeExDCaPH833r/40Xz9vEcGAHwxoj5m8umkX//OnR3njnQ1p6ZZs29zSyrL1WznY2ApAbkaAxTPGMbRksCMe8btdf5k/VX1XxQWxPh18bmJAb3CkbluTZQZ2ZrosQqaYKtNwCuBORlBlRrpjHW/7ghKTA1XmJeKS2UgmQ9RFljCIZW5x2Pvrjt1QunJktpIlQek4pyONo7aukZ8/+CKHrjaHS848gWnjR0vf7uSGfzq6jcvxMDzDQ/LFGa1Ri/2hQwHdyT5Oxzr5uiRTpHTGVNZ2AIez/GMFx7Ahg7nxqk9x8+VnJWsBWL9zP9f+7l88/8pKR3mibnsPVPHhngNEu36LH1yQy3knzsbn8/Zoq9qAycgpGVftoMXgrfLh9r5Omz1Z/Oktjm47dBUDGQh7HzFrkAVEsU4lQ0aqYOHG6bvdObpNPESeYgKU/O5mIegSBvF7byepikdvAqTIV7Sdna9uQjo5nSONIx6P8/SyFXy49yAYiZh65sxxXHzKXLIyM/qEQ6yXfQcoDBicl+uhqGuF7opYPNYcx1SsH1miaOerGg+VrZ0SNrc4dDSA4+OHo6gwn+9e9WnuvuFzZAWDqfI9VfV87f8e5rHnXyMcjmg3TUkKRyK89O6HrNy6NyELOHncCGZOnaDFoPJHYhsxjqlwi/3sm0CnPjIeol6qpCBdHCD8hi4GEzG4OX06AZbJkQVUXbkoV5VJ6crsslUT1i1Pp0AtGwjxWJbsuNFDNaFkCY8swdIlHk47blWiY+erc1pHM47N23bzl5fepjHUAVgMyc3i0lPnMXHsKMex1+HQyZXN5UnZXnK8iTamZbEvZFLRbnZbk3Z+quRUNx6q3YVqfqaLw4nvAI6PH46szAw+f/5p3HndZygrKcRrGGBBRX0L3/7jo/z5oWepa2wm2UWlX3VtA+9u3Eq8a3fu93m59pIz8dpehqQLqnY8ujghwy2zlUgqO4vxSRVXncrSxQGai+JEJd20SScYqgzoVK6SkU4mqpIl4+UGf/LTPrlV+uqCgNPESod0E8RJnpNDUZEqCZQFZrf0UeMItXfw9PK1bN9XBRh4DYM5E0Zx9slz8ft9vcYh01lWZuc9Nd9Dnh+wLDAMPgyZrGsxUw7OiafTeDjxcIPTDY50+Ml4DuBwL/dowZGVmcEXLziN//3GZRw3agjexP1UHGwMcfujy/jFPU/w7gfbCNuugLeTaZp8uGs/qz7YnSobV5zPDMnuXJf0OOFKx6YyX+4kR5agycZUF8zd6Jfk0+P1qXYBThmgOKhiO5GvLsCrlFTVqxy9qH86AdLtxFDJ1iUrvVlQsgTBTukmRW5IZkdRp2S5mwTGXuaUlKn69YZ6g8O0LN7fspunV77f9V5oKMzN4gtnn8DI4UP7BYfTnLTXFQUNTs/18mG7Rdyy2BWFF+tiLCr0MjioT6ZVsmRlbu3fWxz2Y9F/JOsGcHz8cAQDAc45dT6GYXDXoy+ybHM5AJXNbfz+qeWs3baHi06czYWnzWNc2Sh8Xk+KT2c4wvK1G6loae8SAFeffQJ5uTmOOOzHuhil6y/DpdtciPIsy+Kee+6hqqqKsWPHcuWVV/bov3nzZp544gkArrnmGoYNG+bI1wlH6j50+wC6cc4ywSIvmXHsn25Ixk92mset/jrSGcytrqryJG+3i9cpSOrk9batfXxUtuiLffuiWzpte4ujtTXEiyvX88G+asACA06ZVMonTj8er4sL4XS6uTlDIK4Pr8fDV0f4CXqArn7PNMbY1HboFiA3i9ypLB3qDQ57uU7XARzp09GOIxhMBPXbv3sVp4wfbusAb2/dyy8ffIFv3n4fD/3nZWrqGkiefKprCfHQ8vWp5sNzgiw5daErHKqNkCxeyMp0uJximGEYPPnkk1x11VXk5eWxcOFCYrEY//rXv7rFrH379vHII4+wcOFCFi5cyO23384NN9zQZxw+mdIyI+nq3AQfVSLgRKrAreOv01VFOuP1NoNWletkuMkU09HfSTdZG7d20JHbLF7V76PGYVkWu/ZX85/X3iEcN6HrdVLf+uy55GRn9WibLg63eou8J+Z5+eogH3fWxsCAqhj8pTzKrFwfRcFD7aKxOO83miytiXHKYB8nD/F34y2zazq7sL7ikJX3JpgN4Dj2cAQCfmZMHstdP/wat/3tMf69clOqf1NnlNc37eS93RX8+ek3uPD46Zx2/Ez21zSyv74l1W7JvCmMGlasxSFi0PltMa64iTNiGzt+O+9TTz2VmTNnUlpaSjAYpL29nfvvv58nnniCT3/601iWRUtLC9XV1SxZsgTDMJg6dSqXXXZZn3H4UJBskO3KOzleGbnNpHQ6yMDo5Kcb6FWZUH+SiEuGz00SIQYMcUKmk8iI31Xy3SY4vUnajiSOjs4wDz33Kh/WNJG8Ve3b5y3klOPn9CuOdOer12PwlTEB/tEQo7nrrrVHW0yubopz9pDEKcrmiMlf9kT4TVWMBhPKGuP8ybQ4Z6jf1Vxz0qM/cKjK00mkB3Acuzg8hsH0iWX8/Wff4qo17/OHJ15l1ZZymto7MS1oaOtgdVsFq3dVwIMvd+ub4fdy/hknkpud2SsbufVFTu3su2FdHCsqKmLQoEGpsqysLAKBAM3NzQCEw2G+853vsGzZshSfkSNH8uSTT3LppZfy+OOP9xpHt4viLEt/u5Vs8N2QLvNUlbvlrcusZHhUMsUBUmXAdp4y3ir72T91dlbxVJWLAUqGQ0eyrFOGRTWGbvo6yToacOzcW8m/X3knEcwNGFqQzeUXnJGWLB0OVYIh01PkXZbp4VtD/ND1bHcsi9t2hYnELVqjFvfvj/B/1TEa4ol+5RGT+2pjtEZ73reum2eiLrJ10BccKt4yfjobD+A4NnEYhkFmRuLU+QO/+Ba3X3Mhi2dNoCgrkJraqWw6+dWCxVPKmDW+FI/H4yjDbh+ZH7HjteN0axt7ezGw221kt2N9fT2hUIjS0lJlrBP16C0On9jZfqzL0nQZivgpTgan3Yvb7NDOT2UM3UC5waaSJWvnhmc69XY5ugApYpUlIjL9VDqo5oOMVLuDdJK3I40jFje5/8mlVIQ6oav+8sVzmTJOvgB7g0MmX+YQRD4AQS+cP9THM00xNrQnfttf0Wnx4sEoLSb8uSrOwTgJ3S0LDIPydpPtrRbzinryVumvwtdfOGTJmqy/XaZKrwEcxzaOgvxcrr7sE5x50lyefnU1b3ywk/U79lFe3UTi1y4r2YE5MycxtHiQFodOb5Vuoo3EGHXvvfeSnZ2dKjv77LMZM2aM0ueJuj366KPU19eza9cuAoEA119/vTQOurW/Gxw9fkN3E9jECSUylhneyZiqOreA7X1Fo9l1VslUkVMyoePppLdq0agmip2HrK2I3Ume2zKZbJlc0da6QHq4cax9fzP7K2ooGVzIcTMmkZ2VqcSxdcceHlu5MeVDJg4r5PxT5pGTlSV1gL3FobKPjOx1HsNgeq6Hq0p8/GRflBYLTOCmPWFihsGOsNktmANs7bBY0xZnVqEXn9FTvsq5q+zdHzhk61omV6fXAI6PF45RI4by9c9dwEU1dWzaXcH6bXtYv3Erz6zbjonFtFFDOH3uVLKzMrU4dAHWTk6xw06/+93vuh2PGjWKsWPHapMJe11OTg7RaJTjjjuO2tpaVqxYwaJFi3rI7I1/U+Hw6RrYB0xUWJYVqZyajGQGUAVyt8FYxsepj4y/LuMV8bvhb2+TzoTqbRtVEuXUXlcmcyCiXjK5bhdaf+JYseZ9fnDPE5RX1ZOREeScBdO54bPnMnrEMOysDMMgGje5/6lXOdgS6iqE0+dNZ/akMXi9nh68+4JDx8eJMr0GZxT5eKY+zuutJhiwJQpwKIgnPhO/GTRb8G5znItLLIZmdn/chGw9p7Nm+4JDN6b29etGrwEcHw8cPp+XUSOGMnL4EE6bN426c0/iy7sO0Bpqp2xYMbMnjUkbWzobQV3ss+NS9VMlV+edd16qTVVVFffccw85OTlMnix/sUxfcYDkPnTVAIj14qebCSUL3jLnrwryTjxlPGQJiKqdTod0khu3nzKddTLEhWJZzo9PlGXRsmPxuy4oO00yuwwRl6q+v3CE2ju4+/kVrNyyF9NM/Ia897m3WLtxG/915fmcddJccruuWrcsi/UbPuTZdVuJxhO73Gkji7nklDkUFuYfFhyivVRjLpJhGEzK8XBOgYf3QiZNFokdeVfdBB/cPDrAd8ojXb+lG2xuNansNBmSoXbMMh1EjG4cTjo4ZH11614nYwDHxweHx0j8xj5qxFBGDivBtCw8Rs+fzFQ4ZD5bFc/s/GS+0DAMli9fzqBBg1JleXl5Shm6tW9ZFkOHDqWjoyN1YVxmZibt7e1kZR3yRaFQiOzs7F7jAMn70FWUVFh1bC+319v/xL5ikLUr7EaebnKL5ekeO5X3RaauXGyjaiubjGKZrE+SVAtMDF7JNvYxk42POKnFRazTuz9xbNmxh+3lBzCtrp2rYRCJxVm9+yCX/OwevvGzP7Ji4w7Wb93D9t0HuO/ZNymvqgcs/F4PJ82ezPxZkxPvROlHHKo5bschW7T2/n6vwcVD/SzI9XS9VSnxNzVo8L8TM/hsaYBrB3m7KmBt2OLluhgdcfkuQ2Zr0e6is+4PHKpgI5tXIt8BHP9/4PB4PHg9nh7rS4dDpp+ok47E9kVFRQwePJji4mKKi4sJBoNaWfb+5eXltLe3p8pqamrIyMggNzeXjIwMfvnLX3LDDTek2m/bto0rr7yS++67r084HE+5ywKLrK0uENnb6/qmW+bUxo0s0WGrSDaQ6cjQ9ZHZJ12b6domy+04xODoxK8/MOnk9AeOWCzO6g92sbOiVuyV5M6DKzbx4IpNFGT4mTykkD0NrXR23Xc+uqSQz502r9vTqPoLh72fLBFywp1sNzrbwzUlPmrDUTaGLcb74VujApxR7MPnMbhkhJ9f1ca7MBusbIjzxREmmV6PVLaMZM6zv3GIOqjsqppXAzgGcDjh0K1XnZ5OdW7aLl++HEj8jg5QWVnJ4sWLmTMncRtsQUEBI0aM4LHHHgPgvffe44wzzugzjrQuihOdvy4JcFJCJNVAqYD1N6VjOHtbVbam01Vlb1GGjnQT214v4+cUzFW66khlP6cx608ctfWNrP5wN40dEQCyggGuOGM+u/dXsXprOaFIPLl5pakjyuq9NV1KgN/n4fSZE5gzc/JhwaFrJ8Mk62sYBj6vwZlD/OR4YU2HxfHZBosG+wh0vcRldLaHhZkGazoSfVa1m+wOxRme5XWN56PA4aSDU98BHAM4VImFWK6S7SRXrE/ykSUiIp+rrrqKhx56iIqKCgBmzZrFySefnGo3cuRILr/8cl544QUAvv3tbzNkyJA+4+jxYBlZB7vyukzMTRBXDbybwOE0aVQ8daco7O3c8NT1cXNGwwm3bOBkAViXFLjBorOJm4xYRjKdVH1l9X3BYQHv7TrAq+9tTbXLzc7gZ1+9lJq6Rv794lv8felqapLPhrazNSArI8jVF5yqfCpcX3HI8Li1s1hXGPSwZJif0y2DoLd7nzyfh88U+1izL/HSi0YL/nMwxqLBfu04ppss9wcOXR+3a3wAxwAOMQiKfljm62Rt7e1EPyzzwU48r7jiCq2+EydOZMKECd107AsOEO5DV5EKuEyoEz8xOejNJHI7QUQ93fBOh9zq7HbRiG3tPJN1fcGhSiTSzardyE/Xtn3FEQq1s27TNqqa2lJ1Xz97ISWDB1FSVMj/jBjKOafM470PtnHgYB11jc1s3F/L+r3VfGLmWL71hQs5bsakI47DrQyPYRCUPF/e74HTB/s4rirGe5HEXPlbfZzbYiZB/6HXTorr70jhUPVxOx8HcOh5//+EQ+XTZEFSpbfIy+0mw17u5Fud/HBfcCif5e6krNMpADFzUE0SFQhVn3QzRZmRZceq5CKdRMctT3tbXRsZb1UGp7NDuvZU9ZfVueGpyzj7A4dlWdTUN7F0xXro+u046PNwydkn4zEMMAwK8nI4ee50TpozDcuysCywsFJX0vq8XkcdPgoc9nIn5yPTD2BEhof5eR7eq4sBBi2mxWs1cc4d4VXyTWcuf1Q43I7HAI4BHCIOkVTrUxVcZWW92QS6aZ/OpsgJR4/3oYs7wN4oajeybIBVfJySBF2dfZB1ZSp8Kr7JCS4eq8pFnrIdtaqNUzDX7dRFHHZ9dNjsvFSf6Uxi3WRTOZD+wLFm03ZW7joIXefSLzxuIuNGj+iBwzAMPB4PPp8Xv89H0O/H7/O5cjR9wSGWuSmXzV8d72T/woDBgkIfOYYBlgUGPF4TI2rq7ZjuujvcOOzUm52S27oBHHrexyIOuw9z4zedyp3iolM7ux6yGNBfOHpc5Z5uBuIme9MFLFXgkn13Q24mXjrlbiatG16yYCCzuWocVHq5ze6csj2drk5joBrDcCRCTW0DneEI4UiUlrYQ0Vgcj8fD5LGjKBqUj9fr1cpwgyMWN3lq6cpELLcsMAwuPOtE/D73F4LpcLiZl+nOV9XORBwLFW+dDJ/HYG6Oh9mZBiu6Lhl4JWSyp9VkYr5XKcdJj48ah510YzCAYwCHSj9RN6f1a5eVLHejr8qXirLETaAbvung6HZRXLrBU9feyeA6XjrnqDOWG1JNXF1C45Sc6Gzg1kZu+6j00pW5IR0fFT+dzZrb2nn0heU8t3oT4Ui0K6C3E4vFMTwGCyeP5RufOYeZU8a6SmB0tK/iIMs27koC4biyocyaPBaPx9NnHKpxdponvcGRDm8nvqOyPIzL8bKiPfHu9KaYxYs1UcblGng9PU7MSeX3ZZ31Fw4dz3SdYW/kqeQM4OjJ80jicMurr3h1/UXfrfIrKjv0FQdInhSn6ig7TdAb5yUGRJUx7HUqIzo5UFVmJOPpdpLIbKEjXabmNtCr+uls5iRDbO/WHva2uuTj3sde4NePvUpVc8jeEbrabqusJxoJc+sNVzGseFCfcLz8+hoaw9Fka86cN5WRJYMcsbvBoesnfncaDyfStdU5CZnu+QGDTxR4Wd4YZ2/Uos2E55vifDJkMSa3pzwn/EcKR7ryBnCk1/bjgsMpUMvija6/Ex+nYK3jq5Il8x/p4lCm6rJTDvY/GckUj8VixGKxHjzt1IzdCGMAACAASURBVNHRQXt7Ox0dHUSj0VS5aZqp8iQPu3yVUdzoJgZmy3L/JDpZUHdzrHP0bpMENzjEtjre4jir6lV8ZTiamlv40QMvUdUU4tBrEaHrnDgA4bjJwys3cdufHiQajfUaR0trG3948e2UnKHZmZw8ewq5Odnd2vUGh+y7SOmMh71Ml0C6IRkOO3kNg4UFXsZkJupMYHuHybqmeOIpeg44RBlHCodbXXQ8BnB8/HE4yUkey/yA2N6NfJm/kMUQsY19A3E4cPS4D12msCxjcMo8IpEI27Zt4+mnn2b48OFcffXVPfgcOHCApqYmbrrpJsLhMABf+9rXuPjii7Esi1dffZXf/OY3AHz2s59l/vz5TJkyBZ/P10OeTH+7nk4T2mnHJdpFrBOxyfRR8ZKVu9FDzBJFfWT1ImYVT7GvyEO0r51eev1t2jrCqd34kMJchgwqwOPx0BmJcOBgHW2RCOFonD8uXcvwkiK+86WLycrMSBvHm6vfo7apleQrF0+bP5W5U8cqM+l0cLhxgv09HjL+bsdD1GlUjperinxsbEs8331vFP5ZHWV2vpdxuR5pH9EW4biFQeJ2uCOFQyXHqY/MgR7J8RjAcfhw6MpEWaJvFXnL9Et+F2OJzEeLdWI8sGPUUW9wKB8so8pSVAFMVPKpp57itddeY/fu3Vx++eU9+Gzbto1HH32UyspKHn/8cTIyMrrxjcfj3HrrrSxfvhzLsrjvvvu47LLLWLVqFQUFBY7GEPE4DbrYXnasGgS3fVS6qCaVro0usdLJccKts5dYLgt4HZ1hHnl1bSqY52cG+OEV53LNp88iIxikorqeW+/+Nw8sX0dbJHHW5fb/vEFxSRGfO+/Ubq9JdMLR2hbi6TfXJ5IHIDcjyJzJYykePKjPOHQLTrZG+ms8dH1FeSp89rJzh/r5w8EwDZ2Jsk0hk/da45TleFKvVZXp3B412dAa592WOB7D4NMlfoZ1vbXtSOBws1Z1fUTHPIDj44VDJk+VIKhinCxQ69azSCr8Or8ri519weGxd1IxlCkg62en1tZW7r777m7B3N72hRdeYNq0adx99909gjnAvffeyxe/+MWU4l/84hf54Q9/yMMPPyzVKUmicVQ6ihiSf7o+Kqyqcl1blSxZvaydarKLvJzkydraj8Xs1F4vs/OW7XtYu7cKrMQ58PkTRnHGvOlkZmRgGAYjhhRx/RUXcO6cSWR0vZ60KdTBbx56iVdXriMSibrCEY3GePSVt3n+ve1E4om3qk0uLeH04ybh83p79E0Xh24ckiSzvWo8VLsZ+3dxDFTtVTjsOiWPizMMLi/0do0H7I9ZPFsbozasPrW6sSnOnXvCXLc9zLd2R7huZ5g/loePKA6nTxkOkY6G8RjAcfhwiIlBb4K/KFPErdJD5jN0ScHhwuGRNVJlErJjWQAF+PKXvyxV1LIs1q1bRzweZ8GCBUqZ9957L1/60pe61V9xxRU8+OCDWifr1hnLnLwuc1NlSHZcIn+ZDrJBkn13Spqc+Is623W1txHL7HxUYyvql6S4afGvV9ZQ1xwCwyDL52Xh1HGUlQ7r1m/imBF89/OfZNqYEYAFFuytaeD2B57njTUbUr+pq3CYpsX6zTv421OvcbChBYCAx2BW2QgmjBnVZxyiPDfkdrxlc8feRqenThfVIjcMg8tLg5QmHxFrGLzUFGdbyOzxW3pNh8n/bQ/x9e1hfl0RY327BRhgGNxbE+Nge/yI4tB9uqWjYTwGcBweHG7lOQVzO8kSC1EPla8VZcr0dauHGxyguShOxkClSLr9Dxw4gGVZPPjgg5x99tmcffbZ/M///E+qrVPWptNF5ozTnQSy4KY6dhrEdO0ky/5UOHRBXxWoxGMZFl32qeN5oLKKddvKCUdjYFmUFhdyyqwJZGYEu/Xx+XzMmzGRX3/9EkYUFYAB0bjF6p0V/OjPj/DyG2uIRmM9+Cdpf2U1//fQc7y3uzJVNnJIEd/8zNnkZGf2GYfYxy3pxkPWxq1MXUInKxf5Ds/ycs2QQ7+u1ZqwtDpKOJ44Dsctnq+McOUHHfy0Is7boTitAvsGE8rbzCOKQ9e+tzSAw51exwIONzv5JF+nMwmyGCJb36oNnd0H2W0nSxDsfPqCA1w+y91OMkOoFBZ52tvde++9/PrXv+a6664DYMOGDfzsZz/jxhtvJDs7W9pfJU/2HWDBggU0NDSkjjs7O1PtIpGIK7wD5I4sC5auWM+O8q4gaxiUDh3MtAllSlufOHsqf7zuUj7/6/tp7YwQsyzeKa/ikp//jV9XVPGFi5aQlRHo1qc11MHvH36Ox97+gHjXk89ygn7+92sXMXlc6cC4KujUQotgpUnYMACD31bH+NTQKEED/nd/jIca4kQssLqetGdYFn4DYoCJQdSCF2oizMk3tXIGaICOZYrFYtqYIh7r6lTBXtZXV646Iyzr3+1Z7m5OPeiCtEyoCtxVV13FBRdckCpftGgRu3bt4sEHH+Taa6+V6pAOWZZFe3s7bW1t3fS2LItoNMrWrVt13QcoTWpsCfH02xuobusAC3Iz/CwsG0JdbRV1tVXKfiOGFPGjy87krhdWsa+mCcuAcDTGd//6NK+t3silp88jK3DoRNL6nVXc8eQbJN+Wlhf0c/UZ8xhVUsC2bdsON8xjlgL4+Fx2Cf9sD4JlEcXgB+/Xs9vIYLdwbewIH0wIGowzTF7vgN1xiFkGj9V3cH6kggyvQsgADdAxTrW1tco62a7cHtPcbDLtfJKU3P2LgVtGqrO1yfY+WWMdI92pF90pbjenjVWkOtXuRJ/5zGcIhQ492GT58uXs27ePQCDArFmzlLLEDMgJs1PW5BaXG31kejklYm7bqI6d2liWxcp3P+BgTSNggWFQVJDHNZefz+iRQ5WTNdl/xpSJjCodxp2PLGXD7go644nfd5d9uJeqpjbycw5d+b5lbzX2V59edspx3Hzd5ykqyO0XHLqzTk44ejsPRF3c4ND1TZI4b1rrojy3OUxt1yb7FXKSnbtsarAgy8O3hno5sciPBVRu72R3s5mo92dQMG4ak/J73BzzkeHQ8XGzntKhARzHFg6ZPLfBN1m+cuVKV+vcTsk2SV6yHbysTha0dTicsILktjUnUgVkXRAXafr06ezYsYMNGzakAqsI7pvf/CZ33XUX1113XYrPPffcw1e+8hWlDPH7j3/8424GuOaaa9i3b58SmyopUTlpsVxnaFGOTGcZuUmynBaT0+KT4ZDJUrXpDEd4d+setlXWpcrOnz+F0hFDlLax2yAYDHDRGScyYvAg7nrkRZ57dyuhaIyOaJx3ymvA6Lo4i+QngMWiqWP56mXnUpiX3Y1vb3GI7WTHOhxOPJ0SDN08U/V3km0vn5Hj49xBMe6v6/rxPGlOw6DUCxcU+/j8ED9zCzz4vR6aIyYFAQ+Jx9JAW8xia6vJxLwjh0NH4njYdTMti70hk64n4XajPL9BabZHuZ6PJhyqtX6sjcfhwOEmBrnBrMKi6ydLInSBXdWnrzjSCuhOgUGWOclo3LhxeDwedu7cmQroW7ZsYe/evalb1S699FLOPPNMvvnNb2IYBnfffTd33nkna9as0coUya2TVekq8hEDtpuJLmaJIi835BS8xXFxmkwq/jKeMhnJPpZlUVvXyOvvbKA9Fk+1/9L5p+LtepZ6sq3MBkkKBgMcP2caJcWDGPbwc9z98mo6o/HUzjGxizwUzKeXDuH7V5zHjPGj8dieTd4XHPYyOy8xiOtwyGSoFrCsrDfJgNvdU0mGwTmDfLzaGKciDhiQAZyS7eGakX5OH+yjMGAkXjkL5PgM5mcZvOSBxrhFTczg1dY4FxqBbjp81Dh0NpfVNUctHquI8nBdjJZ4j2oCHriqyMuXRvtTL/Q5GnG4CQBH23h0xqGuM051p8kb9XG2RixCFkzxw8wcL1PyPGT5DEZme4mbFrWdJn6vwe7WODk+g4l5Hnze9IKw6G91mJ38uBMPXYKhk+cGS29wpHVRnNOk0A22qNzVV1/Nbbfdxp133gnAlClT+NWvfkVRUREAXq+XX/ziF5x88skAfPWrX+Xll18mNzfXlU4qXPZJKta7zdjcDEo6k8ZJ73QzVzdZpJ2PjIfu2M7HNC3e37mPpRt2JYIuBovKSpgxZXwPmU44fD4vE8pG8NPrr2T+9PG8uWaD1D5FhXlcdNZJzJwynkDA3y84nMa+v8bDjcN26yTc6Gb/7jUMlhT7WNsU5++1MeIG/HyYnwtH+CnN8uD3dJfh9RhMzfRS6I3RGLeIArs7LWo7TAZnqG8HPNw4ZKSqj5smS6uj/HJ/hPJYl7xkW4vU2Z/yDpOoCZ8fbZDr73kbq5O8w41DRkfLvLK3sYC2SJwPmi3+XR3j2dY4cROilkVbDMJW4nxP0IBMT4wMr4GHricRAjEzMTwR0yLPMLi00Mu1owOpMygqHGJ8EZMS3VqUJUEy2+lkqeylSo5kfqmvOEC4KE5HOuVlkyTZ3n4vuV1wQUFB6rGuKlknnXQSK1ascKWX+F3UQ9RVZmg3pMOt2sXpdJaV6eypwiHK7wse0SY6Z7FzXyV3/OMJOmNdWz4sPv/JU/H7fa4SRRmOvJxsPnvBGXzuk2d+ZDh0SVRvcbhZK254yZIVt2Ms6lMU9HDH9Ey+3Ron228wOEN956plWczI91AUNNjddfNAY8SiqtOkONP55N7hxOGUYAGYlsXmFpO7K2PskZxqT539AQ7G4Xv7o2wPW3x/XJAhGYmaqJn4qaE2YrInZJLnh9FZPgp8kOFL3Pd7uHGI9Uk7xi1ST/v7qOaVZVlEu67BiJhgkThui8PuUJy3amP8sjpGh5XqICRQic92oD3OoQguoSosbq2O0Qz8ZFyQomB3W6uCnx2rDo+ujeg7dMHeqU7mE3T9eosDFKfc0zGQbFKoJqqurj9IpZubPpZlpaWLbGDcBm8nPZxwOAUfUTddYqHTRUeWZVFRVcvP736YN3ZWAAYYUFZSyEnzZ7vCfbTgkDmydIK5GxyqZNhJJzeJXG9wjM7t+R56mayCoIfRAYP1hkEc2N9psi1kMr3AvV0OJ45knQxHS8TinxVRXg+ZqcAyNcPDpLxD2PeETD7sSJx9CAH31cbwe+Cq4X4iFqxpjfN+Y5xXmuPs7koKzsqKcPIgHzPzvEzO8lAUMMj3g997KDnqTxxivWnB7jaTdW1x5uR4GZXtIeg5vPPKAuo6TXaG4mxsSwThyg6TiGnRFLV4t8Vke9SixSJ1po7kW5m6bO8zEndQANTHoU1ctpZ1qJtNh6UNMc4q8HDusAB+Q41DF1ecEhbdOnfrw1XJvJsETta+NzikAd1NViC2VfVTTRzVcbLMbbaqSyR0GPqaRMiCrmqByupV+Nzo6xQcnByFG3m67BegfP9Bbr/vaR5d9QHJXc6wvCz++9IljBlR4mpcjwYcToG7P3E4jb9ssbpNLJzms5tESCYry2dwVo6HlxrjtFlQF4fdESu1OzzSOBrCJvdVx/AAJ+V4mJHvJdD1m+vrNVH+VRNLdmSQAb8c7eeTIxMPOoqbJmsb4ty5L8rjTXFMoNmCv1fH2Nhm0hy1eCcsRB3LYlk7LGuPUOwxOC7LQ1mWh2EZsCjHx+hMD0MzDHL8BjoovR0PwzBYXRvht/uiLG01OSXHw9dHBTiv2HdYxiNiwvaWGO+2mqxqjrOmJc6msNV95y0li0KvwYwMg6KAhzy/QVmWhxnBRJ+9UYvtHSbhOFR2mDRGLUqCHjK9Btk+gwOdJq+2Jk4FbI/Cbw/EmJjrY3KeV4kjeayLA2Jyba+TtRe/O/kTsY0YqHWbFNGPpIsDenGVu0xxN2BFh+e0s3cK5vbPJIlg3QZtmW4qvVW6y+xh76cKyG6oP5ISN8FKN9ntWGvrGvjDIy/xr9ffJdr1HPWheVl888LFXHLOyT2eDNcb3T4KHGL7vlJ/40iSbK44tXXSRYdZLJ+V7yVQEYWYRYdhsKPdpClipX5HP1I4OmIW9+6LcPOBKBYwK8vD8TlwSbGf0iwvP9sfpT61W4TPl/hYXOJP9fd6PBw/2MNtQQ/RbZ38pyUxl5ssWGZ7Kp40eFlG4ol7bXFojYNhMCUQZ2jQoChgkOXrGdBnZ3g4q9DLxHxvj+sV3I7H/lCc3+6P8myLSdyyeKnVJLQ3wsgAzC7wpS5oVPUXZaraNkVMVtfFWNocZ22LydZ2kzoTDt0y2vXFfuNJgiljfQan5ns5odDLgjwvBf5EkC4Kdp8vLZHEdQu1YYvWmEWh3yDohQyvwZ6QyTUfdrCp623ab4VMHj4Q4ZapmYgkzhWVP1Adq/qoZKjilBNPXRvZpqA3OPoU0FXgZE5TB9ZNEFf17U29U3ud3mJ5urrb+/clkByOwOSExTAMWlrb+Mt/XuEfS9+mrTMClkWm38sn50/jqovOoHhQvjLBcXOa8aPCIdPBrT6HC0e6Zx9k5CYRtie7bnQck9MVgLqaHexIBnS1nI8Cx95QnEfq43RaibiyJmTyfsjiuSaTbK+HjZ2Hos3ibA9fHhEgx9+T77hcL7+ZlEHRnjB/q4vbBSUCuWEwwQdL8r3Uhi2eaDOJH7rnL2WXLRGLLRFJot7F5xkP/LXK4MI8L9+bGCTff2ieuhmPzpjFkwdjrGg1iSc6ArCmzeSO3RF+N83LkIyefdMZD8uy2NQY5/HqGPfXxaiOWXSmINmid/JWUiNZDqdne/l0sY/5+UbiOoOAQdCrHsfkxYdFknlUEDD41mg/X9kZTZXdUxvjovoYxxV1D1ui7WSxRxanVJtMpzaqNe5mI6kaCxmfdHGA5n3o9g5u6uz1ImBRuCwb0bVzAqqSK2sjy7zsPHWfSRkqfXQ6y3SS6ZCU0RusMh5Jkh2L9hDbiOWh9k7++MiL/OKBFwlHooBBht/H5xbN5KfXX8HQ4kFSHjKeRxKHbP4ly2RnZ/oDh06HZLlsnGWk4yvKEHmp5Ov4Dc4wuDjHw58aYmDA+yGT3Z1m6p3qRwIHwKqGOOVhM1FuGGBBGNgVBiwTuh5yNMILXx3uY0qukfiJVmKPcTkefjkxg+KMCH+pihK3IOgx+GK+lyUlfqbleykIGJgW/KYzxtLqOI/XxXk3bBK3IGxCZ3IHa9mCnWWlPhtNg8ZOi52dMR5tjvOT4X7OGuqnJAjChr3n3AOW18W4pyqa2ClbXaUGRCyDR5pNxu8Jc9PEDGwPVnQ1HjErcYFdcyTO73ZEuLsxTthMXGluT1hyvAZDvAYXFXiZl+dhWoGXjqjFqGwDv89L0ICgp/uFem7GV1bvM+D84gDXNluJOzKwOBg3+MquMC9keygOOu+GVT5UpouKVMFa5ZdlcnVJmpuEOh0cPjcdxaxAFdhl33V8RKV0erjtKwNpHwhdcJXJ0BnbqY0usNt1dEpcZDhEjDodVQvIaWEl2yTr3tm4jT8+8nLi5StdC/3SBVO5/XvXUFiQ55hY2ZOqI4VDNQ9k9u9PHGLCoAuqsrWm0kUsk80tpzXouBaAmTkeaEgcVZiwtd3kVBMCniODoz5s8kJLnJo4YBj4gUE+aDUNki+JA4NMAy4r8XPuED8+r6cHX7u8wRkefj4+wPUjfOxvt5iSZ5AT8PYYr1HZPr4yzs9XxkFth0l5W5wVDXEea43TGrXoiBt0xC18HoOICQHDoM20aDUhSuJvd9jii3sinFIb44YRPuYX+hiS4cHnkfvfnW0mf6yIsjmSyBoMA0r9HppiFi0knrl/y8EYs3KjXDDcj31j3A0zEIpZtEWhJW6xL2yxoyXO/naThxvj7I3a5q9hEARGBgxGZRp8t8TP/ME+SiQ/tTjNIV2ZajyGZnq4ZrifDW1x1nQAlsWOkMlfysPcOD6DLJ/zb+H2ctnaVMUvUV8VD6fYo/MRqrXZFxzSR7+KDk71qQtSMrBOi1ks1wVKN/xU/HWYVeSkazqTxSnxUdlfhUXm9GRJmGyyyJIK2WSsrWvgtn8+SUUonOq7cNJovv/VSyksyNPqqcJ1JHDoeNp59TcOe7ldhmrOup2XOp11ZW7ml52m5nsTu+Au2tFqEopZBIOeI4JjV6vJvnaT5L3kpQEPPxjmY1OnxfKmOFvCFuMCBifle/jyMB/5gZ56ysbD6/EwLNvDsGx1gm/HUZzpYXCGwfxiP9eZFrtb4xzssKgOm2R7DZpiFvk+g/JOk5UtcV5uMWmy/Tz/ZpvJ5u0RzimI88liL6cM8lGc4ekWkFujJg8fjPJcc/LWUJgcgNtG+Xm5Mc799XHau06H31IeIc9ncVpJAI9t22+RuEp9bXOMt5vi7AlZ7OwwWZO66M8Cy0iyJ0Dief6n5Hm4pMTPiYM8ZPjVD/Hv7bxyGo9ZBV4+M9TPjn0R/h97Xx4nVXXs/723e1Zmg2GHAUUBUQMiuOCGkQQUt6jBaHyJBlGj8qIohsS4ry+J8Wl8rhElGhV9+nNLMDxEVFARFFxwhVGRbdiGYYZhtu6+vz+aezldXXXOuT0sA9P1+cynu8+tU/X9nqWqzp1equNAbcLDc9VxHFsdw/Fdc9LmI+xhkPZR2yS8plyjKxpNeaQ1PADli2WoUpjJsA2INoB07WqQpMHaNvnreNlwVu2aFmNrRJcsbHzqEp7kS7LR1NSMqf/7b8xe8m1w7eA+XXDHxWdiYL++IgddIuWw7Wwetq93Bg/OV9hCwkZP2pO0zYSVth1QGkFXB1i3Lc59XBdHXRzotBt4NMY8zK+LY1lT8pZzBA6OK3Zxwb65qGkGzqqLY1GDh4NyHQwqdtG9wG7Pt5ZHjutgYGkUA0vTdRIJD6dtTeDYjTHM2RDHC5vj227HO9joAU9timPO5jhGdoxjcJGLQwpctHhA7wIXy7bEMa3K/19yMnFP7p2LsT1z0Kc4gq+bm/DGtneEL2lOYEplE35W72FEcQQDSyJoSXj4oCaB5zfGMK8mjm9bvKSd4E4Gkk+2PS9ygZ91jOCsbjkY0dFFaa7dl7r4YxFmXemue56H3IiDs7tG8fHmOKZXx9HsAMsaPcyrS+Dozl7KmwvDFOqmJEtjiZRgOR3qnyv0af7SJW5bHoDwxTImshL5HaWnYpD6S/hsN6VN0aGTTBarjZgWmKRrg9s2OdLXc975EH977d3gdce8KC465XgceciBKacAis2Gw67koRNd9Wzyz9nIhIdJz8amVOBKPGxOzQBQHHXwo2IXT297J/iHjR5WNSbQp8D+0yQ7isf6pgTe3RTHpm0n3XwXOL9bDiKui/J84Nh8F8daIeLx2eqF4eG6DvoWRXBxoYuTyxMYvqYFr1fHMbt++6l7dQJ4ZkMMr1Q76Bl1EEfynd91MeC74ItxHJxXHsFpPXKQG3VxcImDib1ysOLbZixtTCDuOPiwCfj6+xb0zYuhW76LeMLDikYPlf4b9jwk77Y42FZUbMc7riSCcb1ycFRp8g12UTeV645eVzrxfXUrcDGucxT/3BxHdRxoBLC6KYGtMQ+lueZ/p9rmMpoo1eemPKP6ofZMBRDVaQ2P4JY7dwoxienkQm3YnHK4hWN7epPauKpKx8emoAmjqxPaX2dLlzBM42VTKHDz9933q3D3C6/ju421yc0PByccdhBOP+FwFOTnhS6YdJx2Jg+TjZ3NI1M7YbGE7WuLK+IAQ4ojQULfCg+f1MRxRMcIuBuxO5PHiiYPH9b5PzDjIcdxMLxj64u3sLqZ8MhxHexTFMFv9nVxbs8EXqpqwT2rWvBdi7ctyTqo94Cl/v+yW1Lj1dBc4IqKXHTKdYIT7EndcvB1XQJ3rmnB5m1vZKvzgCWNHpY0Ml9evw3S0KiDkzpGUVHool+xi+4FLnrkOOiYuz2Rm7i2dl0B5vnIcR30L3KR6zrJd+8BqGn2UB/zUJq73Ybqm8s9ukRqE3OpnbD5QvWnG4vW8GC/y902ielA2VQnun6UhITB5lSk46YbHB1HnW6YgKGr0HQ8dH5sK2TTvFdv2owHp7+G+UsqkUh4cFwHh+/XG1f/bAz69OxmzTEsDhXPjuCR6dyElUyKjdbohsHQWv2IAwwrjyK6qgWxbVPyeW0cCQ/gPpm0s3g0xDzMq45hmZ+nHAc3dc9Bh1z7H2lvC/NRGHXQJ+LiN/3y8KuKXDyxvBl/XRdDTcxLvmPeA5q3G0HUcdAxClzcNw9DSiMpnzfPjziYtF8O+uc7mLKqBZtbkm/Aa0zZOh5yHQddosnvRz+3WxSHlkfT5i5sbA7LmxObMd63yEEHF/D/T7C6MYGNTR56Fm63weUGEz56kKKYpAOGKalzupxfyrk1PAByQjcNri7RSaBMtiTfNhhsb4XoRFegSJNi8hV2U2TCw8RRKoL8a1ybKk3Nzfj3vA/x7NuLULftV8/Kiwpx2enH47BDDrLiaDMXO5uHjb1dwYOzo1tfYQpf2wI6zJ0Jqus6DvrmOxiS6+DDpuRXfy6sT6AxDkSdXcejujmBWRu3nzqLABzXNZpRItrd8+FfL8l1MLF/PsZ2j+PzzXF8szWBpS0evo0lf/a1PgZU5Dr4WXkUI7tEg2/CU23mRiM4s28Ex3TNwfwNMbxZG8eCrclvu6uLeeiZH8Hw4gh+1TWKg8oiaTZU/mF5tGZd6a6p85ETcTEs10FlkwN4wGf1MSxviuMHyvu6JQymOG6DmV6XbHHjZcqhdBxbwyPtf+hqpzBBzDShtNLgCgDqn7Oju0tgqmZ0wtnNpADhbHI21OtcMMgkQVBs1JZukVFbq9duwPT/ewffb6pL6sDBmccOxek/PhrRSOoPenBjZqpKdxUPXcLXBamdwUO3R6S1LPm2DbZS0LUpGKn/sqiDQ4tdfLjtf7Hzmzx8tjmGIzvnpPTbmTwq6+N43f+/swccVehivyL9u6+pf7+9rc1Hv+II+hWncmmJJ7ChyUNprouCCB/cVTtdC1ycVpGLE+MeqhoSWLk1gapmD0NKI9hP+f5+im13riuOr6ySQgAAIABJREFUB/XvOA6OKongudrkt/JtQAQrWhy0JLy0b93jEiSNJyZRdaR4okvK0liEKSgy4ZH2xTK6ydBNXthTjAQ+jH/aboOBG4RMErO0KHQbwsZvGB6mTWGz0VSs24sq4Ls1G/DuF8sBL3n9wB4d8btfnobSkqJQPKgPDvvO4sHZ0RVjO5uHrdANrNqhPMPy4NamrhBR+xdGgX5FkeQva2y79fnmutSEvrN5vLZW+Z+wA4wqj2DbJ+eseYSV3TkfOREXPQrD88iNOOhTFEGfovTfd29r68pWhnWMAKuQDFCOg01Nya+OzWHmn+YEKZ5QvLRdStyUt8mP2iYVCyqOTHm41ND2oG5OfCbwtmJTMVF9LlBLg6NKpknWpk1tD8vJZFvHg060NHcmTL6dWCyGz5YuR3VDM/xvtzz/pKPQt3cPIy7OHte+K3ioNtSNaDO+O5sH184VG7r1lAkP23aOc34EGF7sYv/kfT0AwLOb46hrSaTo7SwezbE4Ht0QC3z/IAc4oUs0COi2PPaW+WhvPAoj24LRtv61LR5aEun5SldISGMj+Za4hTnkcWIThzLh4aoNtHqTHJlA6MQvGlRgdDDU66rokrGEVzchUpuK0cRbGuAwE2zC4tvT+ae+dbZN2JuaW7Dos6+D1xHHwYhDD4bjmAskaS3YjuOO5MHZkOZ1Z/OgGHWBhdOR9ogJW5jrOg5A8v/oAzu4GKrcFl7V4uGzmu2n5h3Jw/OS/0OOJTw0xz28vT6ufO0pMLw4gop8Fy6z13Q89pb5aG88+pdGUm4pL6yJo6Zle3ykp2f/ufooiSkecJhpfy7WSH11saI1PLQ/n6qCVBM9l/BpX0m4k5POHtXl+tDrNjglHxIHKbHaLBRuPOnYUh8SVw6vhJPzR69TnJ7nYW31Zjw+ZzG2ZXCMHNALA/r2SutH14RurKT1szN5SPh2Fw/JFvdch0viQe3reKjtun1C/XfNd3FgsYu8TXE0eR62xB38a30Mh5VH4Tqt5xH3gJYEUNPiYV1zAqsbE1he72H51gRe37T9y1gKHOCI8ig65TkZ8dhb5qM98ch3PZxV5OLZugTgAF82eaiNe6wf7jCgxlXJh4RV1eX0bPOjbswku7Y8AOFjaybjdBBsSOgG3DYA29jTJUr1uWRPmjzOvoSP8lL7+Y+6CZUWuU21JuHk5ki6/vHnX0H9BqnhB/dP+cw5Z0OaexWLNOY7i4f6mvOzK3lwdkzcJNs6/jqs0jXP80R96j8vAhxTFEG/3Bi+aPbQ4AGz6xO4rNFDj8LtX68ahkc84WFDYwLrmhJYsjWB5Q0ePqqJ4+3aONbQfLOt/9B8B4d1cNO+KcyWBzcee+J8tCseAAZ0cIEtyTdFro57WN2YwEHFEUCIy7q8RLHoihvuOacn+dMVDdLcSDo6SXmXu81kmSaIExuAdGHZ2OYWUBg/XBsdC1Py0PniNo406bYbidMJW+BQoe3zF3+BIKM7wKCB/ZCfn8v2tRFbrjuah7Q+bDaGjf0wPKS1wOlwuG2DiklHVzjaiOd5GFDsokeBgy+ak/02NHn4rDYeJHSVR0vyE27IcdJ5NMaBT2tieKc2jsVb4vh+awKfNHrJb4DzvCB5b3/uAXBQ6gKjyiLYt8N2f5nw2Fvmo73wcBygbwcX2PYJBzgOltd7SHRGyhfhcIdDG9w2eE2J1TYZq7nKFEdseQDCj7NQEK0lbUpgpnZp4ZmSM/eaJn3TiTtMtWSTjHTtOvthFpG6oWw3ld9n69ZG/L/5nwXtB/XqjAP36YVoJMLq+wtNfb6jEmZreHD2pLH2r+1MHmFs6XCrm1u9ZruWTPq6/v7zngUuji2KYEFtAls8YEWLh9mb4zi2SzT4/etNjTHM25DAm7VxfBcDjsh3cHhJBB1zHbgAvqiLY2ZdAh/VxbGs0UOtl0zWQfJWsQXPHYzt4GB05xyc0T2K0lz7ebI5BUnS1uejvfBwAPQocFOKveX1CfhvybQ5bJoOpqqejdgkW5tcwY1HJjzY/6HTztSQCZBtpWYzkTYDxuG01clkc4ReiBlUqmHGxtRm6xMAVqxeg6rahuDa4H690LO8NA2TNMe6sQlTwLSWh63eruRhU92b5l8qNKkPm9NYmD2l6kYc4KhiF49GgS3Nye/W/mJrAusaE6joEEHcAx7+tgV/XR9DTRxo8IDXHaBkbQw5bjIwb4l52BRP/pRo8N3i2P4YATAiz8Gosgj6dnDRo9BF13wX3XIcdMxxUBjdjjtTHnvLfLQbHkh+rzsUna/rE9j2RndtQqRtYWK4TbK25W0jmfIANAnd5MymfUcm4EwGii4W7rrqh6tSpYrVb+fuRlDs1LdOn7MtLXqpTfLHYaUY57y7GLF4HPAA1wUG9d8HnTuVpeGl/mw2dpjk2VoeUiBqCzzCFG0UL+efw0BF4sHZoD7pugSAIzpH0XNFC1a1JAAv+UMtqxo89CzwMHd9DNetiSGeNAI4Dmq95MeM4AXRF/6vfbkO0DGS/ArTI/Md/LRLFIOKIxhUlvyeeMdB8JYOaV1kysO/vqfPR3vg4TgOukYdnFDg4I2tyf/l/L/6BKZ6HvKRjo/64WxzvKR4q8ZlykvlIMVttY8ptmfKIy2h2zrQLRxbsLbVmc6fqXriKkqqQ59ziVzSka7rFnTYdtMClDCYcFCeTU3N+PfCL9ASS37Va0VZEYb07Yn8/LwdwiNse6Y8OBvcPO9ovDp8vnAFmQmvSZeKLiBKxUlYHiU5wDmlLhbVJ3/h64MGD2/WxpDnevj9sqYgmec5yf95b0oALVD+Lw6gPAL0ynMwsNDFxV1yMLjMRXm+g4ib/r/4ncVjb5mP9sKjwAX2LXCTt30AJADUNMZR3EFfeFD8OqE6uoIlbKKmcZzGLimO2fLQflOcDTDJGTcwqg43CBJ4DhvXz/Sa4yfp6gZUp8Ml3jAVM9cnbMUt9TMVIMtXrsGX6zYlD1EOMKBvTxzQr5eVv7DF1s7kkYnPtsLDxp9NJa8+2trV6XI8juucg8iaGOKJZKJeUJPA/I1xLG7avmeHFbr4eecIVnrAuhYPm5s9bIl56Jjr4KiiCI4ujeAHZS5ylK8T3tU8THb3lPloDzzyIsn3cMCLBcVh5RagTxH/ETiaP2gy5E7Rqki8dAWSlEuofV0xkAkPQPPzqVybLsFLNlTdMMlO1TVVVFSXDrZp0lRdHSadb84O59tUhdkmK46TOramMaPiOA6WfPUN6rbUw7971a1rOXp075KGzWbhm4q0ncnDJLuLh+2aMumFWU9heUgYOB4Hl0XQOwJ8s+3rgWfVxNGM7b8S1ivHwfgeOTivdw7yIw7qWzxsbkmgPgZ0zE3+TGfElU87u4qHSfaU+TDJ3sAj3wV6FiDlTs939YnAloSd5h5TLlM5SFil/GdTFOnGojU8XNUYDXAcMN0A6CZESs50QKjoAjpXJekwmzCG0bEVzrc06VTHFhdnT2qTpKmpGf/30VKsr90KeB46Febh8P16oUNhgYif82EqVnQbd0fwsJHdxUPCIYlu7dNAowuqOl9hEgK1kx91MLZk+6cftmB7Mi92gF+WR/CTbtu/a71DjoOehRH0L4mgc76bksx3Jw9dG4fBdC3LY+fxiLpARV4E5Q7gf2PgV/XxlD66xErxmXhw8UGK0TS/2Y6l5DcTHinf5a5eMCVXLjmbhKtoJF9S8gvrMwy2TCQTbLYbytYv7e//bdpch7semY6DfjYZA8ZdhVv/+gTWV9cgkUik6APAhuoafFe1ES3x5LVunUpx+EH9Un532QavWvDZ4DbxsPEZpk2SXcVDes7pSxhMwVI6VXA6poBt4jGmazTt7UgOgB8XuZi4bx465bl7BA9Ol+pneex+HgDQJeqgIscJ7iQ+X5dIiXt+buJiiK4YN8UbapPDro5Lc3MzGhoa0NzcnGYLAOLxOBoaGtDQ0JAWkzPl4VInplO2bVKXJlqyK4k0YJJNUxC3CdA2m8NkQyc7qqqVbHsA1qzbiDseeha3Pj0Tn69Yi6Wr1uOG6bPwk8l34a33P0JDY1OKvy+WLcf3q9f6RtCjcxkG9d83BZstXqk9TBHoF3K6Yk9q0wWV3cWDwynZlooFlVcYzFybiQPnk8N+WHkUQ3NSbffKcXDtvnnoWRhh+7RFHvS52rYnzUd74NEtz8F+hS78I/qWBLChMXXPq48UZxh/nA36SPuvXbsWn332GS6++GKceuqpmDRpEpYsWYKNGzcGthoaGvD000/j1FNPxamnnoqZM2fiq6++SrMVloervrCpwFTRJSCboGtKXjZBU5fwbe3QikvlThcova6rMCWM9BrdUFxFZsPD16latxH3/eNVPPrvd1DbFPMvAB7w7hfL8Zu7n8QTL81G1bqNAIBYPI5PvlmFFetrAA/Ij0Zw1H69UFK8/adSbZOoykO6FkZskqdUMVPfkv9dwUPCY6vDbWbbcVF1TRxs9pOqVxxJfsysfNu9vu4R4I7eUQzrHN2jeNj4p21ZHruHR37EQZHyi39xz8PaxgSrq8bwTA6Zak6gHDjunufh/fffx3333YfbbrsNr7/+Oi6//HJcddVVePnllwPblZWVmDdvHmbNmoVZs2Zh8eLFOO+880Q8tjyM3xQnVSdUzyRSNaOzQxOrTl+no6vCJG6SfW7x27TZjgPXn/rWjfmmzXW45+8v49HX5qGmKQblA7yBzpJVG/CHR57HO59XYv99eqMlFsMbH3yOLS1xwPGQn5eL4w8/KMUXfaSi4yHhtl07VFcNKPS6NPZthQdXPJjWhK4tzOnDhJMrZk088iPAub1z0Ox5+LLJw6iyCE7vGd3jePi6HMYsj7bFoyTHQdd8F0h+OBLNCeCz2jgO7hhN6SvtZc4Xh5nqcAmVFjWO4+C0007DaaedFugceOCBOOecc4LXsVgMM2fOxMknnxzYv/baa1FYWIj//d//xbhx4zLmwf44i6rEBUBpoLmJM7VRkJksMO611GYSXeLmJJOEZLpmm/T95/VbG1BbV4/GxkY88txMPDxjHmqbY4H+KcMGYsQhgzDtpdlYuqEOcICNjc148vUFABYkT++BDwe5uVEcNHC/NN9hOGTCQ5IwC1qys7t52GxMkz69zvnT9ePauYJWt09pm+s46NvBxeX75qIxnvwmL/qDKXsCD7/fnj4f7YFHQdTBQQUuurrAugQQ84DvGxLGYl3CqtOzyVUmm/QEH4vF8Nprr+Hqq69OwXzOOefg8ssvx09/+tOMeYjfFEcTGxc06eRzOrrEaJvsdQTCVH8qZi5xS37CnMBsZEv9Vnz6+VIs+fobNDQ0o7hDAfap6I4+vXuid68eyMuJsP0aGpuwpmo9VlWtxedfL8cnlSuxYMUGxOJxxGIxxOMJrKzaiLqmlm0J2sOpww/AHZf/HPtW9MCh/fvg9sdfxLyvViA4ugfJ3Avaxgzqiy7lHY2Fhiq6+dFdNxWJks0wAWdP4REmSGQqpv3CnT5ssHTO375m91Qee8t8tAcenVygeFtCb/SAdxo9TNb0pe26g6oqpuRtM7aLFy/GypUrcdlll1nlG90Y6HgAhu9y54KTTRWkA8IleJpYdX5N9jgcnD7Hz7aYSHgetmzZis++/gZvvv8R6uq2oqJnF/Tr2xv9+vZGWUkH5EWjaInF0RyPo7klhu9WrMbyFWsw74MlmPHJN6iub0Q8kQgSasR14boOivJyMWpAL3QtL03xua52K15ZvAyel0Ai4SGeSCAeTyDuedtysQds+zwwHCAn4uK0ww/EbZeegwH79Um+8/iYYThwvwo89My/8PRbi1Hb1Ax1eBzHwUk/2Bc3TjwPkW0/xqKOEV083JzR8ZSEriOuGufmh7PD2VT70bbdxUN6rbZxAca2SDXtI10xqztRZXlkebQ1HgOKIuhV4KKyLvnjLKuaPKysT6CiKBLsQS6e6/xSzEceeWSK/v/8z/9g9OjRKftclxs9z0MikUBVVRVyc3PRuXNnlquEMRMe7M+n6qoOXTUSphKkk09B63BwQZdeo4MiBWdTQUClbks9Plu2As/8aw7+d86HWLO1KU1nv65lGL5Pd1SuWo+P11SjJZFA8vS7/RScKn5SdlDf2IynF3ypqDvbu3nqrfHtXZMmnWRSh4PywnyMPuxA3DD+TBywf99A1QXQp1d33DDxP/Afpx6P9Rs3pXxcIj8vDwcM3A9lxR1Y7lyCpHPEjS/VtV0n0trTzSHV0xVoexoPCaMOm46HL7pxsokFWR5ZHruaR6dcB8XBD/R4aEx42NDkoaKI50wx2cSF+vr6lOuxWEybLygfx3GwZs0a/P3vf8f06dONyZuTsDzYb4qTnNDEqKsaJABSIud8mkhKFZYOl1Q0SNUWALTEYqit24LvVlRhxrsf4akZc/HV+s2pydZ/4gGV6zahcl0NICbwpERdB/kRN/lmtFTAqX23JWqazPftVISOJUUo7lCAnJwoCvLzUFRYgCP3r8ApPzwM/fr2ZjdrXl4uDtz2P3Jp00kLhpsvyYY6ztyjpMfh0gUdiQe33nYXD+5UxAVPurZ9jKbThC02CZ9JN8sjy6Mt8SjJVX9xz8HWOLCuKf2d7hIPKe6rvseNG4f8/PygrU+fPlp+XNvrr7+OH/3oR8acZRIbHoCS0E2VAGdEpysBoSIFP9Pi0E2EjR6nH08kUL9lKxqbm7Gpphar127AyrXVWPDtGmyurcOy5avx0ber0dCivnsc2H7C9l8rFz3/VL1d59C+3TD8wP2wb+/u6FxahHW19aiu2YyN1ZuxfOVaEWthYR66de6IstISdO9SjgO6d0R5aTFKigqRkxNFh8J8dCgsRHFxEaLbvhtbV9xwr7l2UzKVEqe0RnR+JdnTedjg4zDq+nNBWmdfCu6t2V9ZHlkeu4NHrgsMynPQwQHqPQ81MWBpg4cxFr4kocn2hhtuQOfOnbV6XK7ycT/44IMoLi7G+eefn9I/Go3iJz/5SfCOdr/PtGnTcMEFF1jlP0msfz7VFAy5du5Eb5NcTcWC6U4BtanTqVq3Ae8s+ARPv/MJGppa0Nzcglg8jobGRtRu2YraLQ1Yvbke/tcMJm99J2317lSEc084DEN/cAAaGhrxdeV3qFpXjYVff491NVswdN8eKOmQj26dO6K4qBBlpcXYb58K9O/RGb26dkJJSRFyc3IQiyX9bW1oxKbNW0QuuTlRFHUoQH5eHoqLCuG6rqibSVEkvZbmkFsTOh+ZbPC9hYeNmAKtTb/W+rANrK3xYdOvtT6yPOx92PRrrY+dwWNIvovSCFAfc7A5AXzRlEBj3EN+RP8+Gf813bNcYlZfc7o0JviP9913H7p164azzjorpd1xHEQiERx//PG47777MG7cODiOg+uvvx4zZszA7373O9avLQ/tj7Nw12yCn6+XSCTwwgsvwHGclEqEDtyGDRtw00034f77708hUFlZiQsuuAAA8Pvf/x4nnngiXNdlB9Z014C71VFf34A7n/wnnpr5LqrrG+B5UE7UQEoWV0xHIy7GDR+AS887FYcM2h+FBflIJBJoaj4SLS0x1Dc1IxZPoDA3B67rICcaheu6iEZc5OXlphU2OTlR5OQUoaS4CN27pleElIcp2XBjLG0yqXLnrtvY07Wp9rgCb2/mIdnNVLjCOeyJRMVqU7D4kuXB+/dtZnnsGh4VhQ4KIg7QkvwJ3+WNHtY2JNCng2uFm8On05U4qFwcx8Gjjz6K++67D2VlZfjrX/8aXJ80aVKQ4Pv3748f/vCHOOaYYwAAt9xyCy6++GLWni0PQPN76FLilpIjJTt//nxMmTIFmzZtwpVXXpkyKL6u31ZZWYmqqqoUnXg8jgkTJmDevHnwPA933nknJk6ciMWLF6OsrIwlJZGVrq/dsBFff7cKG7c0qB18hAAcFEQjKCrMQ35uDnKiUfTvXIrrJpyBYw4/JMVWJOIiJyc5nB2hn/hMhKsI/dc21TFNkFLFJ/nl7NluWCkZtlcenM2w60WHJYxwfaU2SbI8sjw4OzubxwGlEZTnOKhsSrZXNSawutFD36IdF3dtRY1NEyZMwIQJE4JrHI+8vDycc845wRfOcPwyGfeUhK4zSgFxlZz6/JVXXsFbb72Fxx57jLXv677zzjt45JFH0q7PnTs3qF4cx8G1116LRCKB9957DyeddBJLJkxF6XkeenTrgmOHDsKKddVobm5BJOKiuEPy/9H5eXnIy8vBkB7lOPSAvti3V1eUdypFjx49kJebI46Xrp1es9XjJOyGpYUYLa5sxovONbUrJU2dn/bEQ3fNtj/V9V/bbn5qnxbn3B2HLI8sj7bIozjHxXEFLhZtSSAGYGmTh4+2xDG8UyT4ciNTjJaKC2ncMilybAoYU3yx5SG+KU4ySBM8J57n4Y477tCCBoBZs2Zh0aJFuPXWWzFp0qSUoHr99dcHp3O/33XXXYdjjjkGJ554YmCPFgkcZikAF+Tn4ddnjMLRg/ZB/dZG5OZE0bVzGfLz8lBS3AFFHQrRobAg9GbhkoO0gLgkQnHrTpGZLizqSyc2i8nnYdqUmWx0zo4tRhudXcXDtF45HXrNJNJdA8mGrkCi9rI8sjzaGo8TO0fxPxtiiHlAbcLDx1sSqGn20CU//W6yFJM5rjqh/XUxXCdcEaTGIXUcbHlYvSnO9iRqe/r05eWXX8bFF1+M3NzcoM1UKPg60mlK9Xv99ddjy5btbzL75JNP0mx26liKkSMO1eKUsJgWHqer06Nt0iPXzzTeYRedxE/3XLceJNztjYcNbl2QMe2vTNaIqcjhJMsjy6Mt8DikzEHEAZBIvvepsj6O6mYPXfJ53FIh7j+X+ug4S9d0BzGun60PiQcgJHTuxMkJB8j2xDV9+nQMGzYM+++/P+rq6lhwHBHJN+f3pZdewoYNG9jBtC1SJLFZeJmcPiVprY+wGGz5qbqtSdZ7Ow+bosBW17aAoWI7dmHtZ3lkedjIzuDRMS+CEwocvFqf3MPzt3r4YmsC+xe7iAhJVbVvOo2b/Otwm8aFs0MPrbrigOPBJnRqmANuOvlIkxeLxfDiiy/i66+/xsUXX4ympibU1NQgFouhuroahYWFKR/mNw0E9StxUYNsU1MTPvjgA62PrGQlK1nJStuWlkQEx8RK8Sq6AAC2eB7eWLYGnb9fjzyH/0lVnaxYsYJtN90ZpIdQVV/Kp9Q27U8LDq74oDriu9ylhGk6SZmuf//993jiiScAAAsXLgQAtLS04JtvvsH555+PCRMm4PTTT2f7hpWhQ4eipqYmeF1ZWYnq6mrk5eXhsMMOS8FrqoRo5WTzSMeEm3RT9UX9+3057GqbhFsVbqFRG5IPioOzpxuf9sZDh5/ykPyrGDnctJ3jxF2T7OnWcJZHlkdb4dGpLo6bFm6F/1mltXnlGDS4N8rzXNYn9avi83MS55drl15z8V7qr4sfYfoAzM+ncoZ0121AqLr9+vXDq6++mtK3qqoKl19+OZ5//vnAxkknnYQZM2Zg7Nixga7/NXq28uSTT6bguvDCCzFjxowUHcrLxF+nazsJYa9z9qU54eZCZ9/UxvmUkmpYnO2Rh2mf6HibeJjWl9Rugy/LI8ujrfLomufgiHwHbzYkAMfBW1sSWNXooVOuXNCbYq0qUuFjy4MrfkzzYbIr8Qi+akwF6nnpP+IukZESIrXBAda9njJlCv70pz8FNl599VVcc801uPLKK8XJoBw4H5KYAjvHR+Jh6ytTHrpFb9ocOh4cBtW/TTDQBQnKJctD5kHbTCcEm6BLCxiOh4QryyPLo63yKHAdjCqPAtv6rvWAzzbHWLy6OEqv0XYuiarxRTduHC9OuHEMw4P9tTVuEnXBk5uUsEmO2nNdF7/+9a8xfvx4AMDhhx+OO++8Ex06pP8SGPVpqvI43Dp9U8BW+6sVFGfXBptN1SbZsu1rwqKOC60KJdHhyfKw52HSa43o7Nhiz/LI8ghjZ2fzyHGB/YtdXwlwHLxXHce5ffQx2Sa5S0UGtaHLD1zxY1socVh0PFL+h27jjDvJ6sifeeaZrC1VOnfujHvvvTfFhuM4OOOMM3DoocmPlHXv3h0lJSVBH1pB0WAdNnFKlaLJTpjAr2K1xW07+Tp9qbiw3cw6PFJRlOVh1uckbDGaSfGqwytdy/Kw08vy2PU8Ig4wqNDF0Fxg8bZfs/5HTRx/bokjLyeSsq+lOwlcbqN4TfmFi+UUM23T5R2KwcQDUG65085c4lbJU8MSmLKyMpSVlYm3TTzPQzQaRe/evdNs5uXlYcCAARgwYEBKMldxSJWSlAzoa9MtDl1fU3/qgy4gG9y2PHS4uQVr4mS78G2TW5aHGSstjiUeFI/NGpaKDdNzTrI8sjxUPR2eXcEDALrnuRhaHAG2Xa9NAF/Uyv8G8J/T1yZcXBJW8alC7att9JCg+qdcOSwSD/HnukyBi5IwTaypUDCJaTFkKlKhol7XBXWugpN87CzhFhy36HRYbRaT5FPXFkb2Zh4Um/qaPqe6ukBGfYZZa6YiJssjy2NP4VGS42BgUQT+V5QlAMxan/p/dFXUREzb6HOOB8VoG68ke6pfyk0nlIf8+5sapyaQXGKUqhAOIJcYdf64yaGvbfBnctriqkhpIjNN7LrCyN+UYblK7bqx1/m0wR7WZnvjwfmSbOmKzrDrltqzPY1leWR50Gu7i0dB1MGwYhf9crbtRwCv1cbRFE+PxTYHUVOhI+U2XRFC9bl8wxUGOr+Uh5jQTRWbREoS3aS15lTLEbepjGx86jBKG8DWVxgd3cSGLR6kosVfRLq+nA9pcdpKe+Eh2W7tOuRs2RQpYQtyzo+pLcsjy4O7trN47F/oYmCH7SntuxYPy7ckAju2cUFX1HC46DiaYgn1wyVw3RjpeFjfcg/THuakS/uGKRKkvplUhTqhgx2Gj81GscEjLfYwPDhs6pjZ2NLh4Da8zVi0Fx42FbfEG/SWAAAgAElEQVTOPmdDWkPSCSPTsTHZyPJI95nlkSo7k4fneSjPc9A5f7t+XczD+5tigR1TYg5TzHPjYJOUTQcPmzHS2U35HDpHTho8qk+d2iwi6o/aDBvkOds2p3SbQbSp8HxbVDfsnQJqS/JJKzzbMbepuKU5Np2gdZWlqRjcm3lInDJdV1xVr8PE2bPpk+WR5bEn8HAcBx2iDo7v4KJnBIDnYWMcmLo+hk9rYohrcpWJkyQcZn/sJB7+NXr45E7tkg8dD1cFYVsh+bo2pxGdHh1MqssNiq3QJMzZ4AZRKlR02EwJXMJgc5qUeJj6UKE+bTYJJxwXHUa6kMPI3sSDrjV6jVuXJjuZYDH5APSnsyyPdF2pXxjJ8mgdD39vDimJoHte8pzqAXirLo4Lv2jEG+tiaE7wh1ZboclVxU3jENfOceMSt01ekHi4qnOdotomJbPWCFcpUsK6ZK+2cVWmFPjpQrFdkFSoL5MfEwdfj+NB+5mKIW4sqR61a1O0SRhVu+qGbM88KF6KmRMpiOn2nKldh4HuEZs9k+WR5dFWeHieh/2LIzixPIKeUd+2g4UNHm74phkzqlrQHLfPJ1TUZM0lYC7G0GKExjBdkqc+pTFQr4X6H7oKXE2aOmdhXlO/KnlTQPb7Ukw2gZxi0lWyuue6SdIVF7pkz/GwHQtJn7vGVZuqcEUSZ8PEQ8Kxt/PQ6Ul4bdp1Y8K167DacLVpz/Kw95HlYe/DxMNxHBREHUzuk4ub+uaiq2JufkMCv13WhJdXNyMWT/8VNppIVdHlKduiwKZgoLYzkZSETicybDL0bai2dFUf9UsrF91i0U2ADit3qqM4aJuUGKgN03hIemH4SYs7TIWp2rf1YVu0mURXzNja21t52OipbTuKC4cl0wCU5ZEuWR7bn+8sHmoMKMt18Iveubihby66OQC2tS+NATd+34JXVrekYNEV+VIe42KOLmbTXCblANWu9Kj6oj5TEnqYykCXvChwqZqRTkQ+KdPkUzI2J/mwVaiuajTdtgl7hyGM2Fa9YWz4IiWrsD5sxjjLI9WGrng0tdnasd1fmUqWRzg7WR52YvKv5pO8CPCLilz8sV8uDszdvhe/agb+pyqGqq2JtBzFHfbU+K2LAWpRYEr8HHbOrk0RQGOT9RfL6IDQUzVXUXC6umtSpUhtm6o4XZVDqyH6R/tJNvxHWmVxp31OpHHiigVugUi4bdq4saBzyC1cX2giMwWJLA/9euMKWqnItfVBsUkFtvpHfWZ5ZHm0ZR6cFEeBn/fOwZ/65WJwngMHgAdgSX0CL1e1IJ5I50FF5aXqcrGZOzVLOYCOh86/NN50zgDh51Mlw6roQHM6Jvs6v9JA2mClVQytymhBYKrEqKj21EmSCo1Mx0GqFFXMXLvEg7smnXQlG5ye7cm0PfKgjxIPqqvuM7oOpH5SVa/q0n2h/tn4yPLI8mhLPGjcdxwHOREXY7rn4KLuUXRyAXjA+gTwQnUM39an/y+d48M994UmVcpffc7x4woGjgfnm2t31Yu2AZADaupHwVNbnA8JNO0n4eLsShxV/rRyoolU5cINvoSVu64reOg12/HWYeIwcK+ljSvNoa6NLm6bomZv5MH1kdaEiauvJwUMjotqh6vuqW6WR5bHnsJDfaQn/Yjr4NSuURxc4MLv9vGWBObVxJHw0vlSDtSejo/Kg7Oj40FtUr+SDbWPyzVyHVU96VFHkrOhS1RSsORO3+o1aeGZkjutKv1HXZLW2eP8SotdSk5cMtL5oDwyFQ6nuuilseQWG+XpP7ZXHlzQoCIVfep1tUA0YeDa6PoyBeIsjyyPPYGHZK93BxdndorA/3f6ugTw9qY4NjTJdz3V56a8oY6ZLpdQHlIO1RUtnH2/P3vLnYKjwoGVQHHEqegmTxJdZcTZ1lVCOjGNQRh7Nn1MhUymPCTbpnHUVcIUF23XFUPtjQfduFLAVHU4HpwPU+Gq8pBEspflkeWxJ/DgEp5qy3UcnNI9B3nKu8Ze3RTDR3UxMalmwknNhVxelA4ZtHCQeNA2KsEXy0iByRQUqb6UAFWhVaC0sKSqhTst6XDZSNh+Njx1dsO2c/6515nw5xa0VE3qqmGqHwY3fb238rDhxQUCqUjY2Tyk/lkeWR46v7uah4+ZYlV1+ha5+E3nKIBk24Y48Pr6OOpa5DguJWPqk8NoypvSwcLEQzcfLlXmDNhUVqouB9SWFK1aqG0bDDobXNCXJsV0OuP0uc1g0lUxSc/p5Krjxb22SThUz6Ygo3MncTatqfbGg1vfHA/1mokHXZu6AMCtSR0PjnOWR5ZHW+VBT7g0djuOg4jj4Py+uSh2HGCbjefWx7BUOaVT37rYT0/T1AaNK9J40XEw8VCLBTpOaV/9SsHqgqKJsArUxpY0kGEx+IS5Uz7nT0raNCir/Th8pkJGwk4nS31uw4PDxY0JrRp1vDl/3EKSxoEucnVh2qyDvY0H9S3xkDjrAgFt4/hyeKV2ajPLI8tjT+BhE+t75ru4oHMEcBwAHr5PAP9cG9fGbF2ekOIO5WFK1GF5SP6Nn0MPk7Alx9JESP6oTdMgchjUAZX60iAuDaSEm/KSEr0knF11savJnMNNK1WJs4SF9udsqVhootUlVa6ypPjbEw91fUnFABcApfmnhYjNHtHhNT1meWR5tHUeNvmlIAL8rFcuKiIAkNR/bmMMGxrlj7BxMV0qYmibVNRwEoYHtef30SZ0U0JSDUntNKDa2OIWDddfVznpsKnXTDZ8HdvkQn1IhYLNuEnjoepKm0Vnl4rEj8Ni4kAXmI20Fx66YkCyp8Nlsz8pD12hTPtIWLI8eFxZHrJ9qsPptpaHTZ5xHAcDCl2c1CkStH3eAvztm61s4jbZpXpcouf0JF9heHB9xIQuBUcbcBwpVU9KcjrAOp2wVZCEXepP+XHFimTDVHHZVKI2/cK+9rGpj5ngkGzaYmgvPFqzniU7YWz6dnW81D66a7Y+szz0+lkevD2TT2n/6eKA2tYpz8FpnXOwXzTojKc2eVhVH9faVe2YCnbJv5oPuCIoDA8OR8qb4qSBoglYnRiTUynBmyaQ86f6lfBw/SWRFhht1yVtbiJ0xRDnS9dmszl0G0r3nI6l38YVLLbjazNW7ZWH9EjbJFs67DY+qK5NMRvWR5ZHlsfu4qHqcnvef4w4Dn5Q4mJ4ccR/ExkiERcdotvt2NrksHE81ThFfdADry0Pri2qGqAJSTfpVHxdasN0OpWuU//ca0qK8uB8SBWOjof6yNnS8eBscwHfBoc0thInbvzUsTItKKrDjYPEieMitbcXHtxr3dqlr3WBUndykIRbh9SX7d7J8sjy2J08pD1P97X/2KvAwUU9otjqeVgfB27omYPS3HS/urwjYVJtcHnUJk7Z8qAS1YE2BTgKnANhAkr7czhsEyYnYThwOKVEqz439aH9pLFSx0yno+MSZvHZJDHJNrWnmzPJdpZHZjxs1gG1L+1vk26WR5bHnsRD0qFtEdfFqO65GFwWRdRJ/uSqaX/rkqouB9r0N+lKNuljyne5q4PCgaQJmjvl0IqKE1UnTLL2fXL9pSRKuXHXbRMlxaDy9h8pf6rL2VQxcjgkHtxYq/Oi40F9cjqm6tjX4Xib+Jra91Ye3Pow2eAw2ewz2iesrrTfOUxZHlketro7k4fEQU2QqnTJd9ExL/2tZFzek5KxjoeUjKXYlCkPX9g3xUmAKQBqmCYj/7WU8HVVjarP4aAkdTwksR1gDoOEiasodTg4v7YbzaYIo/pcESIJN+eSTibBgNqguPZGHtI6UteKTZDkcKr7K1MO1IdqO8tD7yPLw052FQ+bdhs+pvwj6ZkKfF0eMfmTeESpoi6Q6hzY2tH1t0netJ0jxhUkusTJnfaoHZuTm2qLJhGpuuN86CpBrvLjihKu2NItXm4TS5ub46/i1I1Be+VBsUs8pOsSFtrOrUuuL7fOVeGKoCyPLI+2ykP1yeGR9jmNw7SfxMt0bUc8z4RHWkLnEo16TUq6UgKXAicHSmq3eTT5MNmm7dKC8tu55Ku+pvo2YotfVxxQHhxfrs1mfKVNSnma/LZXHmqbjodkWzcmHHYTDzUQUGzc9SyPLI+2yoM+lzjo4gJnU8JB8Uj8VV3KQ9c3Ex4ASeg6gKbJ1wVOzh43gBIRGiBNk0qvZfra5jl9bRonGwxhfXBtkr5uPmx8SguNw+TbkHTaKw/1NeUh4ebapeLC1F+6Ju0hXb8sjywPk+1dyUPalzQ+0DhAYwKnK+HQ6Zt4m+yF5eFyRiRiEiBJVwLB+VOvc885yWSB2PTlFrSNDsXrvzZVtDofYRM7h1GaV7pQ6DXOJ2dPmifd9fbGg5tnHTbqw6bQ1fni8Jn2uQlzlkeWR1vhQfvp7HH5RheHdTGBe6RxRbVN26T8kAkPQPOmOG4CdKehsAMiXbdJppINbnFmYk/lpHI3LTBu4jjRjZ/qh8OhtktVIDcOvg61rys2VJF86hKYaYzaEw9ufVIekn2JB9euwyvtaQ4z9zrLI8ujrfLgfHIFveqLi7WcTdvcxvGwGTPapzU82ITODSxnyERMZ1Nt5ybE1E+Hk7aFTepSsA6zcNVkLE0Ih11KLGF4cEWXunClxKNr4xa27jVX6OkS597OQ4eRrituw+vsmtq4dt+vrpCRbGR5ZHlI7buLB40T3DVTES4JF8tVe6pvDge9RgsVmpxbw0M8oasDaCOmhKWzpRvUsFjCTJoUyGkC4aonbrJ0trmFL4mkG6ZIsvUXptjhbJqqUZv5aw88wmALUyzsLJGKoTD9szx2nGR5bO9vU3BwyZbuYSlPmfCaYjc97Kk5gx5IaJHQWh4u11kHXjIqiVp1mAYnzKLjJkSaJNtCwqZCDFOp+o9h7jLortnckVDbbcbBdrxNxQR3x4Jb0Da2afvewoNK2DtHOvH3mW6swvgLM8ZZHrytLA87bDuKh81hjsZlKbbbJHLpzgD3yN1ZkHC2hgf7prgwokvWrbEp2ZJOyFybNIiZCL1FYrOgdQlAwibd2VB1bRe6tAB1yYrbuLpNyG0Mv59p3NsTD84/x4PazLQ45exx60d6riumsjyyPNoqDx1O+qjjZmvfdLBVc4Dp7oRtHKGPql3t76HbOOYI6SofG+Bh9XV2bG6r2PhRJ0R3sqdjI20cCZvuLgEtEDIZF+mOg46baVOreHSFlsS1PfCg/qWNritYTb50pwqbkwhn2zSOWR5ZHm2Fhy65cvGB5jQOnykJq31NBYKaHykPDmsmPIwJnXMsAafOPM/D7NmzMXv2bFbvkUcewfjx43HVVVex9latWoXx48fjwgsvxDvvvJNm21Rl6gaN0zUFfBtdU7LXXZdsSTx0BUMmSVI3ntKC5PBKokuIezsPWx+2a1C1bQoQUj/ptc1+0ena4qC2szz411ke5nZOjzuESkWFVPCb8oT/WvWnPlZXV+Mvf/lLio7/fMGCBRg/fjzGjx+Pb7/9VkzuYXiI/0PnJjJMcF27di2OP/54XHXVVVi+fHlK3zfeeAMjR45Efn4+pkyZgp/97GcYOXIk/vKXvwR+YrEYJk+ejClTpmDKlCl49dVXMXLkSNTW1ga4TMkxzCIOwy9M4m8NHlM/04mwtX6kgkJa/Lb4aN/2wMNGwvRXsYflQYNPpuvS5MdGsjyyPGxFx4PLXZyYTtH0OVekS/ao7QkTJuDUU0/FggUL0nSWLVuGZ599NshvN954I84666xW89D+HrpqmJtcVY8GyyuvvBKzZ8/GtGnTgnZf//jjj8dxxx0H13Xhui48z8Ott96Kf/7zn4HuqlWr4DgOBg4cCM/zcPvtt+Piiy/GqlWrUFJSIhKl+FTfahvHQcVIr5tO+2pfWrXRcbXxIY2tVGhJHCkuTiQdrl2qDFUskrRnHtz64Ao+ak/HQ+Ipvab4OD86G1keWR5tlQcXYzlcujguJWcppkt2HcfBDTfcgGuuuQYFBQX47W9/m3I9kUhg1apVKCgowMCBAwEAjz/+OM4++2ysXbsW3bt3z5hH2ne5U5GSkDQAvt7TTz8Nx3Hgum6aPT+Rq30jkUiK3nnnnYd58+YFryORCKZOnYpjjjkG8+bNY/FwxOkjxcstLE6kdp1t7ppuHHX9TDrSppD6+n04+7q+3IYLyzfLg+fBCdfX9FrCJ9nkeEg+sjyyPNoiD4A/nKl2KDZp/3NJVMeDa7/lllsAACtXrkzD3NzcjFtvvRWzZs0KfEQiEdx///24/PLL8fzzz2fEAxASOtdRIiH1NQU/Verr67Fo0SIce+yxog/dQpHkySefRENDQ/Da/z9FbW0tHn74YWP/rGQlK1nJSvuR+fPnB7nlySefRGFhYXBt9OjR2GeffayLGXodsLvrqCuedIUEYDih21RlNknepFdXV4c333wTL7zwghaHWolRPJz9P/3pT9iwYUOg6+ts2rQJN954Y1q7dEuI2qW3PrhKU2eT8pEqVerThMUkrdHV4ZPaOLw6/b2ZRya6NrfYbDHr+tvazfLI8tiTeXAncuk5kMwfqvTu3Rv77rsv60fyR8WUs3T8HEf/b2/A8qtfdddUh+qfSdTkfNNNN+Hmm2826tMTuupPuh3hD4LphK8OmG2yUO1QH1IxxGHj+qu4VGzS+Kv6JqwmkapAakPa4DoeEs72xkMXMCVddf51hYa6riQeFC/HQ8czyyPLoy3y4HBQTjTuSrFX8k3HisZo1bfax5ariseUS2k8C07oakcdQa7CkCofm8Db0NCAyspKHHTQQVbAuecS6TfeeAOJRCJ4ffXVV2P27NmoqKjAq6++asSWlR0rtbW1GDlyJBzHwcSJE3HhhRfubkjtSt566y1ceeWVwd6cPXs2OnXqtLthtSu58sor8dZbb6Fv37546aWXdjecdif+J6U8z8OkSZNw/vnnW/ctKysDIB/ipHyo9pHyLC0YpIMI1aG6UakDp2yqJKRTsqrrP3ccB8uXL8ctt9yCl19+Oc3PwIED8dVXXwXvAvQ8D8uWLcP++++fRlJK9l27dk3BkJ+fDyD5Brtu3bppixOJM9cWpu+OFlssNv0z4RGGoz/+AFBcXIzu3bvvkTzC2NkRdm1tmnzRgNS1a1eUl5eLJ6G2ysPWZ1vkkZeXBwCIRqMp639P45GJz93FQ4oHxcXFKXlAl8tom89Dl/MkcRwHFRUVWL58Ofr27Ru0VVZWYr/99hNt6mKij8lVX/jPpdsppiqD6nFE/GtffPEF/v73v+OGG25AQUFBmt7DDz+MSy65JPD34Ycf4pe//CXuuece420IFaN0K0niZsuZ0+H46rC2hof/3KYQU/WpT9t5k8TEUfWtu7an8rCdD64P5ZFJ4UJ9STglkdZ3lkeWB9e/rfIw6Uk5Shc3dAlefa3qqbrSuOXl5eHqq6/GHXfcEbS/8cYbuPrqq/HHP/4xFA+qG9WR4ioqm9ecqEC+/PJL/OEPf0BZWRmee+65QGfIkCEYPXo0AMB1XZx66qn485//HPj46U9/mnLK0wkd1LAYJXs2Qic1kwqX+qWPNli5hWiD2VbHpsKnGyCM37bMQ3qt40FfSxtW6kfbMhlT6sc0P5Jv9fXu5qHusSyP9svDtAfpmrfBr4s9pkOiZBtI3h3r378/7rrrLgDJfPerX/3KmoeE0fg5dA6Myakqxx9/fADEl+LiYvZ/F926dQueu66Liy66CHPmzAEADB06FH369Enzz1WW0kRccsklOO2001I+iqBKpknXZCesXWkRhS0UTJtUqiZNmCSbug3meR4KCwvx0EMPAQAGDRq0x/KQAmKYRNrawtE2eKk6gwcPDsYfSO7DTGV38ggz3zb+dXZ2NI/LLrsMZ555JoqKivZoHm19PmgfH+Pdd9+NlpYWAMCBBx7I7m0p19Fr6nhIPDp16oQrrrgiDXfXrl1x7rnn4oMPPgAAHHfcccG/xGx40NfBuF144YXeo48+GmqAJAlzErXVlfR01VImp7jWnKJNsiv8SYuxNThMFWkYXGH12yuPsNKatbWj9muWh95Glkdmuq3hQfd4WuIzHJh0tnQ+aZLlHnW6reFx0UUXbf/YmlppSFWHSVTjpsrFlHCpTVN/v4KiOCSc/jUd17DXqM1MEkemOGx82G5QbrHobEivpUTKSZYHb0fyJ/nRYbXd17r9y0mWR5aHjexMHpxtmzsNOtu28UKXZ6TX0rXW8nDViyYDkkPOUSa3TGwmO0xy5CZBCtS6KjHs4qUL33YhS3pSsuJwccnLdsHpkpqEl3L1FxmtJHU+2gMPG9EFEMkPx4PaUXnofOp8Z3lkebRlHlLO4eI990jbpP7Uju+byyVhY4BvI1MeQIjfQ/eFOgxTcUmiG1BO12RHEnqKNw20r8MVOzaLU+2vq9Y4fDYVJHdXQtIz2VL1pAVq4mAaWynxtgce3InCZFdtpz64IkPHj9uzur0srcMsjyyPtsqDKzik2E3jAk2QnE9Oh4tNNgeIncED0CR004BT4367SlSywVUbHDhTgqbCBeDWFhxcf1Obbux2BI4dyVHaYNzGbo197nV74kH1dYULZ8OmsJB82/Sz9ZHlYe+D62eL19ZHlkc4PPRUzenb7HUbjDpcYfOa5IfaYv+HTo2oiZarYtR2aVJ1VY8E3Hax6cQGj017GD82PEx+TDbUam5njZONjTDjJSW69sCDK2Z1YsKsq/JbKzqMWR7hfGV5mG2r1zLlwZ2QbQprm2KHHlQl2zRP6vhIh4DW8hA/tibdPuFO0hwhCQAtCGi7DjinwxUbEhcOP8VBJ5nTt9HhsFM/0jXdHRC13aZY4bBwepSHNNY6zjo8Pl5u/tsTD93+0W1ybk3Y2rURKUBl4i/LI8tjd/Dg9qW6Zzkcah/JNxf7uUddbJfiF+3TGh7AtoSuI8F15gaU9tElTB0xSWwqHVPg9tt0fWib7aSZcJiSu5TEJR46+7rkpLbpMJn06WtuM9TV1WHr1q0pX8Er2WrLPHT7Y0fyUF9LPnWFjdq2adMmJBIJlJeXa3lwfaX23cGDkyyPLA9pj3GJVhKdHR1m2k+XKyUdiVdreAAhvlhGdcpNvimwSaBMYNesWYOamprgi0hsbZmqKG5AN2/ejLlz5wIAhg0bhp49e6ZNyPz587F+/XoAQM+ePTFs2DAjR10CkdqkqpXOgXTd5EeaS6kASyQSePvtt4MvCuKE+nv33Xfx/vvv4/rrr9duTF++/fZbuK6LffbZJ43Hhx9+iNWrV6OgoAA/+tGPMuZhI7r5suGhmy9dsqd4Fy1ahFWrVqXhO/zww9G1a1ctpxkzZmDz5s247LLLWFxUuHZuPnycuvmgPLiC1LRndBKWB3fdZj4SiQRmzJiR0v/YY49FaWnpLuPx5ptv4rjjjoPrpr7dKRaL4bXXXgMADBw4EP3797deV3vqfLz55pv44Q9/yPJQ9TPZ6xLOTZs2Yfny5TjkkENS2tetW4cFCxak6ffq1QtDhw5NsR3GrzpfmfAIvvrVVAnZnFp01Y4EzhSYFy1ahI8//hgHHHCANlD6A8BVOpx/yqWlpQWPPfYYmpubAQBff/01IpEIJk6ciGg0WffMmTMHCxcuDH7B7csvv0RzczOOPPLINP+mMdJVxDq8dGPaFAuSfVN/FWsikcBNN92EN998U+RhW9BQHjU1NZg2bRoWLlyIMWPGYJ999knp895772HevHmIx+NwHAdLlizBkCFD8MMf/jA0D5v5sFnbHA8dDtO8cEFt6tSpyM3NTfkGRSD5DVe0ja47nR9Tu24+vvrqK/z73/9GS0uLdj5UTDaBTeJhuz907VwcspmPadOmBcW7L0uXLsXEiRORm5u7U3m8++67WLhwIaZOnYrFixfDdd1A9/nnn8eKFSvQ1NQEIDknp512GgYMGMDa31vm4/rrr8e8efOseKg2bXIXJw8//DAqKyvR1NSEe++9N+XakiVL8OCDD+K4445L63fooYdqfekOX7rxsuEhntClQMUFPnWAdU5tqjUdKdsBCGPXb29ubsbMmTMxc+ZMAMmT+MSJE/HrX/8a0WgUb731Fj755BOcf/75QTB9+eWXMXfuXIwYMUKsFiU8mYwRraxtk7fkVypAKBdTIuP0uPGQTrP/9V//hWHDhmHp0qUs7rlz52LgwIE4/fTTsXXrVvzlL3/BrFmz0qr1ncWDjrXEo7XzodrybV9wwQUYPHiwNQ/puu4ERe3o5qOwsBC9evXCkUceiYqKCnY+KA+p0LDhYRuMbWybRLV9//33o1OnTvjd736Xcu31119n535H8liwYAHef/99VFRUBIcJVbp06YJoNIqf/OQnAIDPPvsM06dPx/jx49G7d2/jutpT56O6ulrkweUjCbeJp+d5uPfee9G1a1d06dIFK1euZPENHz4cU6ZM0RZBtjGH658Jj7QvllEngiZvasQUjGz0qR8TyZqaGowdOxZjx47F888/n7ZwXnjhBcycORPXXHNNoHf33Xezg67KFVdckVKFHXnkkfjHP/6BiRMnAgAqKyuDn9vz5bjjjkMkEsGcOXMC7KbFzenYjJHal0ucJn6Sbc63jgsAPPvss3j99ddT/Hieh6lTp2L+/PlpdilGav+Xv/wlfvrTn2LIkCFpvubMmYNIJBJUwoWFhbjiiivQu3dvvPLKK63ioYrKQ5UwPDgdnXDrQNpnnK/ly5cHa1ydD5XDzTffjLFjx+Liiy9O46sWK3Q+xo0bx85Hnz59MG7cOFRUVABIzgc9pYTlwYmKj9q25RFW1H5vv/02jj322DQeP/rRj5CTkxP4+dvf/oaxY8fi1FNPTbN31VVXYeXKlRg7dixOPvlkPP/881Y89t9/f/z85z/HuHHjUFpammZ35MiRQTIHgIMOOgirVq1CTU0Na3tPn48HH3wQXbp0wbRp04J4rNqsrq7G7373O7z22mvBWK9Zsya4/uyzz2L27NkAgLPPPhvXXLHSQkkAACAASURBVHON8S7W2LFjMW7cOJxwwgkBL/WRE5u9L9mxiddcMUX7pX0OnVY9arsE2L9Gr0unNHrNn3TTIF9yySU477zzMH36dEyfPh0rVqzA4MGD8c033wQ2161bh2uuuQZnnHFGoNejR4+UH6XgOHz11Vc44IADUtoOOOAAfPnllyKmsrIyOI4TVI6Uo+RLJ7ox4MQmkUvt/pyF9bl27Vps3Lgxxb/jOFi1ahU2b96c5s/E/8ADDxR5VFdXw3EcdOzYMWgvKSlBfn4+NmzY0CoeqkhVbxgepv427bZrJRaL4de//nWwxufOnZtyOxIAHnjgAYwYMQLTp0/HpEmTMGnSJGzZsiXwI/lS369iwhuPx7F169a0H3qx5aGbN1Nx7OuYDgqmNq79sccew9VXX43169ejtraW7fPMM88gkUhg+vTp+Pvf/45zzz03WP9AMqZcdNFFKfHqX//6F2KxmJZHeXk5+1vpEt76+nrk5eUhGo22el21xflYsWIFunXrhsGDB2PVqlVp89HS0oJnn30WH330UTDWV155ZRCX165di4suughHHHEE/vu//xs33XSTkcuAAQNS7o5w+g0NDVi/fj3WrVuX9q8ZiZsUZ6S8q9qhyZwba5d25E7lElAp2OkqFamik/RVvYcffhj//Oc/UVJSguLiYkyaNAmHHnpo8D9tv/+UKVNw1FFHobi4GCUlJYhEIsH/xnV8dPy6deuGhoaGoAoGgI0bN2LFihVpXMJUaPRRHXebqpDalXzr5oIWYK1JjJy/TOztTh6mdR3Ghqmi5vqpep9++inee++94M8/eXz88cfo378/SkpKUFJSgptvvhl33nknamtrg76XXXYZRo8ejZKSEhx44IE48cQTcffddxu5mPatim/NmjWYNm0afv/732t5UJ/q+Ej+bE8tJh66+ZT6d+jQAU8++ST+4z/+A+PHj8d7770XBG3PS76BtqamBr169UJJSQk6deqEG2+8EVdddVWKnWeeeSaIQ5MmTcJzzz2H7777LhQPTieRSARr4ve//z1GjRqVdiChfffE+aiqqkJBQQFKS0uRn5+PW2+9lT1hH3roobj22muD/fDUU0/hzDPPDK43NDTggQceQK9evYJf21TjhB+31TbdOJSVlWHZsmW45JJLcMkll2DixIlYsmRJChdqzyaum07lFAe1k/YPGnoql4zQ66pjqZ3zY1s5+npNTU0pt66k/29IwuGReKrtY8eOxUsvvRRsUCD55qHPP/8cxxxzjDUXqTLUVWg2Is0NtUdfc3debAoSk4Q92Zp8mMbFloe60Uw8Vb2w88LNB7e3uPlQZfbs2fjoo4+C16eddhq6d++OK664AnPnzg3FI4xIgZ/ymD17NkaNGmXkQds4TFzxJM2D7XzQvSXx4OYjNzcXjz/+eHCqO+igg/CHP/wB5eXlWLJkCb799ltceuml1smY24eZ8mhpacELL7wQ4FyxYgWqq6vRqVMn1t+eOh8zZszA6tWrsWTJEixZsgSrV68W+ehElyhN48DZGjZsGF588cWgrbGxEXfccQdqa2tx1FFHpY1J2DhL8Ui69FpKQjdNFPfcJtBSAGq76WRJ5b777kNRUVHwOhaLaX3TyXnwwQdTbo+cfPLJGD58uBE3AJxxxhl49dVXgyJiwIABGDNmTIqO7eDTR/+arhqT5sPU19c1YeLaTYHBVLD58vjjj+P7778PXp9wwgk49thjWRu7ioe0tnV6Or8280H7mnhceeWVGDJkSFp7IpHALbfcktLX/4gbN5Y0OE+bNk07H6roePztb38LPuqp48G169azep3ysNkLYXlw+kDyo6l33XUXPvjgAyxcuBAPPfQQJk+eDCD50b2bb7450PVv8eqKZl82btyI+++/P6Vt8uTJKCwsNK45x3GQn5+Pu+66K2j7v//7Pzz44IP47W9/y76Rbk+cj8rKSmzYsAGDBw9GXV0dAKC4uBiDBg3CnDlz0t6EaVu8+n5nzZqFd999N2gfOHAgzjnnHC0uaRzz8/Nx1lln4ZFHHsFRRx3F8qPYpHnOJLf6dsUTui5w25xydSItGM6PKjfffDNGjBiB0aNHB23+m7BsK8RDDjkk+D8igLSP/5gw+29+8bzku1Hj8TiOOuqolCBum+RM10zJvTWVnm3SkQoyHUZODj74YPTq1St4rb4bN+za4daLLQ9pDYedG4on7HxQ22HHwnEcjBgxIqVtxIgR6NChg1XfHTEf1113HW699dZW81D7qW30OW2TCpdM1pWEx389fPhwDB8+HGPGjMEVV1wBIBk76Bx069bNai8XFBSk9fXfbKfykPpTGT16NP70pz/h6quvRjQa3SvmY+XKlaipqcFvf/vbFDwvv/wyFi5cmJbQbUS107dv35Qx7tKli3US1c2Nrqgx6dril/SNXyxjmpiwgCTbEnBVFixYgN/85jfBdWqLq8xoFaMmX9XH1KlTceGFF+LRRx8Nrl1wwQWYNm2amMSqqqoAAN27d08bE4o/zAnStBBUrrrCixsLWm3rdG3bTRWx53k47LDDxGpUx2P06NF46KGHUm7tLliwAN9//z0mTZoUmofkzwaP3647gUk8pDnl+pkKZs/z4LoufvzjH6e1q4+qLF++HK+++mpwohw+fLhxPerab7zxRowaNQojR4408pDWsSk46a7rrknjzfWT5sOkCwAVFRX48Y9/zPZVbXBj2qFDB4wePdrIg2LRYaP8bca7rc5HVVUVnn76adx+++1pfUaNGoVly5Zh5syZaXdIKX/pmuM4GDBgAPvZfRUX91oaW27tUD3dmEkHAykvcD7Er37lgOsmJkxizyT5e56HiooKnHfeebj33nvx9ttvY9q0aSkfTzD54AbK16uoqEBzczOWLVsGIHlr/ptvvkFFRQUcJ/lxOfVW/YoVK7Bo0aKUW24m37pFwo2lro/ODt3knG31uZSspCTVsWNHNDQ0BJ9TXrp0Ke68805s2LABRxxxRNp46AKPLhF7nofi4mJ07NgRa9euxdKlS1FdXY3JkyfjzDPPDD7SE4YHlwA5jFyBpT7X8dDNhy5oUyyc+DbmzJmDc889NzghA8Dtt9+Ov/71rygpKQEAbNiwIZijqqoqFBUVoby8nB0blYdu/W7ZsgW333479t13X/Tu3RuVlZUAkp/46NKlC9vHdu1TzlJ/qU3ikcl8TJo0Ceecc07wP2kAeOSRR3DPPfegqKgIRx99NNavX48HHngguGO4atUqzJo1C7fddlvQ59xzz8V9990HAHjuuedw0UUXYf/997fmwY2Fb1ed+wcffBAPPvgg8vPz0/ruifPxzTffoKamBp07d07jUVRUBMdxUFlZicbGRgDA4sWLccMNN+CXv/wlAODaa68NvgSLGweT6Pbp6tWrcfvtt2PSpElB21VXXYVu3brh0UcfTdOXYokuzlNdTo/jEZUuSElXZ0wCxYHX2fevz5w5E2vWrMGAAQPgOA4eeugh1NbW4je/+Q2OO+44zJ07F/fcc09wm9FxHOyzzz5ptx179eqV0sYF+MLCQtxyyy1Bgr700kuDdwQDwAcffIB//OMfwes+ffqwyVzlKhU9rRFdwtb5C6NL2z788EOsW7cORx99NDzPwy9+8Qv87W9/w+233w4g+V6CuXPn4tlnn0353vauXbti4MCBWvwqj759+yI3NzcN24QJE/DAAw/g9ttvR3l5Od5+++2MeEgbS9LXiY6HDpuu6KC6gwcPDpIzxRaNRnHXXXfhuuuuC65dd911gX7v3r0xa9asYI66d++OO++8M40fx8O/zs3HkiVLUFVVhaqqKrz33nuBnVGjRuEXv/iF9Zo3BS+qp7tm4pHJfNx9992YPHly8PFMALjkkktS1vNPfvKT4BQJJOPMbbfdluLjkUcewQ033AAg+Rlo/w20tjyOPvpolsfjjz+OSy+9NOh36aWXphUKEmdO2tp8PP744ynvbaK6++23H1588UWcdNJJKCgowNChQ3HCCScEc6G+P6Ffv34YM2YM+5l+U0woLS3FwQcfnNLWs2dPXHLJJYEvAHjiiSdQVlbGxgLT+OuKKypSe+Dvwgsv9PyqwmRMdy2smGzF43FMnjwZtbW1mDp1akb2AfOdA121nin2MBhNviUeuuLJ128tJ7/tmWeewW233YYlS5YYx5BiVbFIz3cVD4ppd/HQrcVMOEtcOe4mjJLNLI/wPE4++WQ89dRTKCsr26N5cFjbEo+qqipcfvnlwbv+pT0aVkyxll7jCvzW5ImwPCZMmJD6P3QTgLCDrrNrIhqJRHDjjTfi008/FQeKm2BuEHQLTq0abSbAdpLCTKbNmFOb3GayrfJ0frhq8txzz0374hAbHlJlyj3fFTzU67uah/pa4iPZphKmgtfZtN3DWR6Z8whjsy3z2FPmQ7f3MxXOBheHuWthc4qUX215pHyxjGmyOSJUHEf/1aYm+6qUlpbimGOO0S4Aek1qk7ByVaJOMknmJpu0r+QzbGILK7o+p5xyitX6kF7bXguDKdM+u4MH7SP1tbGZyZjo1pXumslelkeWh2Rnd/DQJXqTH9pmY0vV9fOH/6ezofbnEnemPFz1gs2kUwO6AdH1s7GvJmfTaVvCIfHikjetlEx4WxPQfQy0XcLF8bCt/kzXM+GhirqY1TadPsXQXnjYVu02ottnnF9Jl65DG2xZHulCMT/11FNp74FQ/Ur92xoPqc33K+nuKh5du3bFY489xuLQxVUVo+mugmqPS8D0mlTUSHHKlGdsebiqMS7B0Gthbr1wehJROpE2t11odeS3hcFk0t1RJ0Q6jhz/sDhaW+22RiTb3AbgrqnSXnjo+tqKriD0176EVdpztM0Ga5ZHen/qs7S0FK7r7vE82vp8uK7LFk5crqJ8uESpS/K6vKTmMM6Wf013ItclaxseLqfEOeKcSEHPthKzaTNdkxaOrjgIs6DCLDBdoJcmxe8n+bXh4fen82Fz+0ZXfOhwqba5wsrWV3viwW1oKrqiWueTs8th1QVaSSfLI8tjT+VhOoDa+DLlAFoMcQWQmvAlGzuCR/CxNXWSpCpDciJNMLUrEaEDZ9NPIirZlq5Tf9S3tDB1uraFjc4HXbhhFzlnm9qR/OsKiDCFmM38Sfp7Gw8bHDa8TIWHbu3a8qBBiQtOWR5ZHm2Rh0l0sdTUrssFYX3ScQgbYyS/aSd0SiDTpColOR0o6k+q6GwSpppwqS2On4rTNhHT59yGoFVoWLHhIWELc03FKFWLurmUbEl9szz4wMiteY6HbdEg8dBd44J3lsd2m1keMlbdtZ3JI6xw/bg9zb3WYeSutbYI0QnlkfKmuEyqBNt2U7DjkrUaPDOZNN9OGG66gsLUzi04tQ9NzBIvaaOpPDJdZDo/arUobR5qX7UhYeawtTcetkUIF8RM/TNZ25nYyPLI8girt6t4cLrcc+4wp16TfOiSvE1BY5PDpFwQhkfa76GbQKmP0kBKiY0LvBxAXXKnfk0DxSVS7pHjyiVg1b90SqM21Hb1kSYc34fNuNokEokfHVdpPqkPzqc6N7QA0xVS7Y2Hbp2FPSlI68/kw8YX5aoLZFkeWR5tkYcUK03C7XPT/uZ4cbmKKyAk3dbwSLnlbiJjW235j5Q8l5i5iaPJj2KihE0VojpwUrDn8NNHXbK2GQPa7nkeVq9eHfyMpY6LVD36WKQ2DoP/neg0WUl2dGPW3NyMN954A2+88QaWL1+ewkNaT9RGpjxo4m0ND67fjuShWyNc0ceJaa1K2FQejuPgiy++QE1NDWvDdn+0BR46G63h4e+PPZ3H3jIfmfLghNubuv7SGEjXaY6g/aRkbYoptjxSfpyFBkVquLa2FtOnTw9en3LKKejZs2caoTDAbCfcVofDouo9//zzwe8W/+AHP0j7CUOdHR1eSUwJes6cOdi8eTMuu+yylOuffPIJ3n///eB1t27dcPrpp4eyL+lMmzYNY8aMwciRI61sAfwaAZKftf32228BALm5uejTp0+anbfffhtffvll8HrAgAE4/vjjW81Das+Ehyrvv/8+Pv7445S2IUOG4Igjjkjp9/XXX6f8AMSECRPgui4+/fTTlO8579KlC84444wU/5zEYrG0z9OeccYZaT96wvEBUit83T5+9NFHcfbZZ7M/pCPZDnPNl8rKSsyePTulrWfPnjjllFN2CA9bCcsjk/3B2dvdPCTZW3no8KmHP5sYwNngdKWDgpRwbWy0hoerOqHgVVB33303/vznPyMvLy/4e/TRR1FbW5vWR6pMJJK6a5kKHQTP8/Dkk0+iuro6wP/ee+9h/vz54i0c344J2/Tp07Fy5coUG9KdBZ0vVfedd97BJ598EmBds2YNnnvuuTQ7YYTDZBJTtT516lTcfPPNuOWWW1J+SMKXt956C4sXL05ZNx9//DHmzJmzQ3jY2jDxUGXmzJmorKxMwRyJRIL+nudh+fLleOGFF1J07rrrLgDAe++9l8J57dq1QSEsVeWe5yEWi+Ghhx5KsXn//fejqakpjT9X9et4m4Szqeur4+FfX7JkCd56660UPt9//z1efPHFHcZD2met5cFdl6Qt81DnY2/nwZ3qbflTnzSpStdo4lX9SYc/qaBQ+2bKQ/t76KqzV155BX/84x9TTimffvop8vLy2D4UtK6ayrTSoyItFsdx8NRTTyEej+O8885DYWEhgOTP4Lmum4JDVy1JMnfuXAwaNAi9e/dO8UkxcLg48dtHjBiB8847D0DyF8+eeOIJnH322QEuugAoZlNFratWpcWm40bbFy5ciHfffRe/+tWv0L1796B97dq1aG5uTisAM+EhrbewPKjeCSecwP7WMgDU19fjrrvuwn/+538Gv6fseR4WLVoU2B8xYkTwU44ff/wxHnnkEZxzzjmBX4lHp06dcP755wftY8aMQUtLC3Jzc9kgYuKhE2kPSjY4zBIPX4YMGZLC55133sHLL7+MM844Y4fwoBh2FA/qQ2ejLfPQzc3exMOGE23T+eRyly6+SHwlzCY8mfJIeVOcTvLz83HAAQegsbHx/7d37UFVVd//c/VLDhpmWmY++pqKgplajmVxb/kYzdSEoQc+iBrxKkiRKL5Hi9TUKE3DQcERRXymwYylpJPjGOX7QQKW+AoQI7VMAzHgrt8f/M7unH333udc7Jumd80w3Lv32mutz9p7r7X2Oefey4A9/vjjLKFXV1cjOTkZdrsddrsdv//+O1O2YMECt5Nwamoqtm3bBiJCcHAwvvvuO9jtdmzcuJHxFBQUwOFwMJl5eXkgIuzfvx92ux2rVq1CeXk5XC4XXC6X4SSj17V161ZcunQJw4YNQ8OGDdkEtGrViiUaIsLRo0fhcDiQkpLC5IaEhOCbb75hNtjtdnaJ+euvv4bdbseOHTsQGRmJkJAQHDp0CAkJCfj4449ht9tx/vx5uFwufPXVVwYZv/zyi5uP+WpW3/bnn3+yn7IkIlRWVqJ3797MP5s2bUJNTQ2ICCdOnMCUKVOwbNkypu/ll19GZWWlW9V7/Phx2O129ot2vA1//vkn4uLi4HA4EB4ejhs3brD+sWPHoqioCHa7HfPnzzeMP3fuHFauXImYmBg89NBDBpnNmzdH69atQUR49dVX8eOPP8LhcGDJkiVMxuXLl+FwODBr1ixUVFSgurqaydbmY926dWyeiAjbtm0zrJeKigo3HL1790ZFRYUBh7ZO9etGj0W/logII0eOxLvvvgt/f3/WZrPZ0KNHD7cNTUS4ceMG2yd6fr180WlEPw4Aqqqq2Lqy2+2G+Zg1axYOHDiAF198EePGjWMyKisrMWzYMDZG/7OSNpsNNTU1yMrKMqzNP/74A3v37sXTTz+NzZs3M/tOnDiBnj17Ii0tDTdu3EBERATz96JFi9x8xfuhvLwcVVVVbr44ceIEHA4HkpKSUF5ejpqaGgBg+1z7KyoqAlHtlYxVq1bBbrdj//79uH79uhQHEWHt2rVYu3YtYmJi2G+XayTCofktNDSUyUpOTjasQT3p55THzhetojkXjZetCX2/zAaVDpn8OwUHP1bfpsKuYRTh0NutyRbJ5XFo/KIDkF6OzDd1whEZGUkauVwut9f6toEDB9Lbb79Nubm5dOnSJdZXXl5OaWlptGbNGsYbHh5Op0+fJpfLRdOmTaPdu3cbZH388ce0efNmIiIKCAig+Ph4ps/lclF+fj45nU6DPS6Xi/bt20dxcXHkcrkoJSWF/P39qbCwkAoLCykkJIRKS0vdcGzYsIEWL14sxUVEdOTIEYqJiSEiolWrVlGnTp3o+PHj5O/vT1OmTDHwBgUFGWSMGzeOjh07Ri6Xi3Jycqhz5860ZcsW1n/27FlKSEgw6NZkZGRk0NKlS91sXrp0KS1YsIByc3MpJyeHBg0aZLDB6XRSVVUVGzdp0iTKyckhl8tFx44do4CAAFqzZg3rLy4uptdee42IiM1Hbm4uRUVFuflCe3/p0iWaPXs27d+/n+GYMGGCwce8L7T/hYWFFBERIfS1/v3zzz9PERERhrZTp07R66+/TkREX3/9NXXt2pWysrKIiGjPnj1sPpKSkqhDhw5UVFRE27dvpzlz5pjiqKqqIofDQaNGjWJrih+TkJBAy5Yto9zcXMrNzaWzZ88a5PGY9WNdLhctX76c5s6dS7m5ubR3714aMGCAUBdP169fp2effZbpHT58OFtXRERbt26lLVu2MP4TJ04wHLGxsRQUFERXr15l/aWlpTR+/HgqKioy2DthwgTat28fEREVFBTQhx9+aMCg4Vu+fDmtXr2aiIiqq6vpiy++oHnz5pHL5aIxY8bQ8ePHpVhcLhdlZWXRxIkTGZ4hQ4ZQfHy8wQ/6fb5+/XoKDAykQ4cO0cWLF2no0KEGeURElZWVtG7dOkpJSSEiori4OHrsscdMcfTo0YOOHj1qWKcXLlygSZMm0alTpwy2T5s2jZ555hkqKytj/Pp4JYsh+nYznrq+5uVaWVdmtt0pOGS8VnmsjPXERivjPZWnsjcyMpL+w1cEfLWib9u+fTvy8vKwdOlSBAYGYvjw4XjwwQdRWFiIgwcPGqr/efPmYeLEiezEzcvSU7NmzZCYmGjgGTNmDHJyctzGvvXWW5g+fTqysrLwwAMPoG3btgAAPz8/tGjRAnv37kVoaKgQkyZH1B4dHY0pU6YgMzMTjRs3Rvv27QHUnia106dVGjx4sMGGtm3bYubMmTh58iQKCgoA1J4Yebt42r17N7sa0LVrVxw+fBg9evQAAHYVYceOHQCAc+fOGeT07dsX4eHhUhu//fZb/P7770hOThZWqwDw5Zdfonnz5njqqacAAG3btkXfvn2RlpaG6dOnCyt41WUjjYqKilBZWYlOnToBqL0Pr+eZPHkyhgwZwu61apgB4J133sHMmTORmZmJli1bonXr1rhx4wY++ugj7Ny5U4rj559/xvnz53H+/HmEhYXhyJEjystY2dnZOHbsGIBa30dFRZle6tP379mzB8XFxQCA7t2749ChQ+jZs6dyPABcvnwZycnJAGp/bfDYsWPo3LkzfHx8MGTIEBARvvvuO5SVlaG0tNSgd/HixfDz82PzkpqaioEDB6JNmzZu9mkUEBCAgIAA5Ofn4+TJkwDArni0b98e+fn5uHjxInx9fbFkyRJkZ2fDZrOhZ8+eOHLkCEpKSjBw4ECpLw4dOoTy8nIAtXv6pZdeAvDXaWT06NGYNGkSMjMz0aBBA3YLo0GDBnjssceQmZmJLl26wN/fHwBQXFyMtLQ0REdHIzMzEw6HA998840SBwDExsaie/fuBhvT09MRFBTE9rqe5s2bh+bNmxtsFWEkwUmMX1ciHtl88Lpkl8E9uQStt1XEe6fgMMPFxytepyp+af+t6BflHNFrXo7V+VHh+A/foVJCROjSpQuSk5Oxc+dOrF69GlFRUUIH3AzpDebl1dTU4PTp0+z9gAED0LRpU9x///0sEOoxiTajaFJcLpdBbp8+fdiGFtkhKxZ4HFpbYWEhtm7datAnI23MyJEj2T300tJSrFu3DlVVVejVqxcAYPny5UyO9nCiynf6/gsXLrBAxvvDSlJW2c238QFh3759KCsrYwldpKOoqAiXL18GAHTu3BkBAQEAam/t6Odp8ODB7IcZVDguX75sGBccHKzEFRUV5XYPnd8LqkA2YsQIREREgIhQVlaGjIwMVFVV4dlnn5XKBIDWrVsb1nFGRgZWrFiB6OhoALVF3uHDhxkmvU6NPN1/+fn5yM7Odmvv27cvvvrqK5w8eRLdunVjsokIo0ePRnp6OvLy8nDt2jW88sorwkuUgwYNwuTJkwEAdrudJXQ9r35e7HY7Hn74Yfj5+WHcuHHYsGEDTp8+jZCQEHTo0AEAUFFRYRij3aOX4dCTPjDL+kX8erKSzFSJUUSeJjazBONpvLpTcMjsqYs/+GRuFZdsnKhPFXfrgsPtoTgVs96A/v37Y9myZW6nQKtgVaRyXsOGDREfH28qU79QnnnmGWzYsAFHjx7FE088IQzM99xzj5tcFS5PElxpaSnWrl2LsLAwdO7cGQCQlZUlHCObsJYtW6JNmzY4cOAAevXqhffffx9PP/00Szqie/KyBAsAr7zyCioqKjB37lzMmDHDo4rTrB2o/ZhdUFAQPv/8c4SGhroldTNZY8eONTxIp1Hjxo3d5qmystLUpj59+mDMmDEe4+A3HBFh8uTJSExMZIlKxKu9B4AWLVrg0Ucfxb59+9wSuiqQAkB4eDjsdjuio6OxZ88e5ObmIjw8HC1atMAPP/yAxMREjwIn7/+zZ88iMzMTYWFh7HSsrU2bzYYRI0Zg06ZNWL9+PaZNm2awOSIiAhUVFVi3bh02btzIHvqT4Ro/fjwWLVqE8ePHs/569epJ913r1q0RHx+PvLw8pKens492tm/fHhMnTjToOHPmjBSH3gdmJNrnqwadQAAADCZJREFUsnGqE5WZbE+SBX+qtVLAyXCYrbd/Mw6RPlmyVBUnVrGIErMsBniyruqKA1A8FMcb5nQ6UV1dzdoWL16M8PBwNGvWDP7+/ujZsycyMjKY4KlTp2L+/PnCSdu9ezdWr16tBJGSkgKn08lsSUxMREFBARYuXIi4uDjWPmvWLJSUlKC4uBj9+/dHSkqKG/BHHnkE1dXViIqKYpemAWDLli348ssvAQBJSUmIiYlhfXPmzGGnAE8cL6KrV6+ipKSEJfPY2Fhcu3ZNyCubsIKCAuTm5rKguWvXLvTr188Nh5WFrtELL7yAHj16YM6cOW44iAiDBw/GL7/8ggMHDoCo9kG3Xbt2YdSoUaay/fz8MGzYMJSUlGD79u2WqlCNEhMTMWnSJPZ+9erV7PPe8+bNw9SpU1nf1KlTceXKFcTHxxtwxMTEoKKiQoojISEB69evZ7csZMRvPJvNhueeew7Lli1jt4k0ioyMdBtrs9lw8uRJHDx40FD8qnyo91FMTAySkpKY3Q0bNkSLFi1QXV0tLFD0tjqdTmzfvh3FxcWw2WzYu3cvUlNTDfy//fYbLl26xJKg0+lETU0Ns6F79+748ccf8dprr7l9dwBQW2D7+/vj+++/F9qgp+DgYLRt25Y9/AgY9zkAts/1Mrp06YKffvoJf/zxB9q0aYMXX3yR4SAijBo1yhSH5lf9+zfeeAM5OTlsnx8+fBhJSUluOEQBXxS4RbhVBSx/sBCRyAYehxndLThUtlqJ4Xr5VmM+H9f0YzV8Inv/VzgMJ3RVJfDpp5+iX79+7AnU2NhYDB06FPXr14ePjw/Cw8ORmpoKh8MBoPa+5X333QcAeO+99xAfH48ZM2YAAJ5//nmMHTsWvr6+AGq/eINfWIGBgYiLi4PdbgcAxMfHo1OnTqhXr7YG0doTEhLQqlUrFBUVITAwEG+++aaw6oqPj8f48ePhdDrZN5qFhoYiNjYWRIRu3brB6XQyuTNmzMCjjz7q9qUeRGRoIyIsXLgQ0dHR+PXXXzFjxgw0adLE0N+xY0eEhYUx2YsXL2b3Vxs2bIjq6mq3OWjUqBE+/fRTdvk1MDAQSUlJaNCgAYgI2dnZbD5CQ0MRFhaGe+65BwDg4+NjsAEA6tevj2bNmgGovTfboEED2Gw2DBgwAESEFStWsISk+a5p06aYPHkypkyZggkTJuC///0vVq5caXhKmfeFfmM3btwY0dHRWLBgAebOncv4+vfvz+7Bi/zbrl07fPLJJ8xfERER7HVQUJBh/rV7nRoOrT0pKQm+vr6w2WxSHGvXrkVsbCzWr1+PJ554gtnQuHFjvPfee5g9ezZrGz58OCv47rvvPuTl5WHHjh1MHwB2uVebO6247NixI5KTkw1PrOfn5yMiIgLp6emszWaz4cqVKwaZSUlJ6NatGzstL1myBHa7HfXr10dycjLS0tIAAE2aNIGPj48hwD788MNYsGAB3njjDZSUlKBXr1744IMPMH/+fLZWunfvjuLiYqYzJSWF7VM9aYlSo1mzZmHXrl0AgCeffJJ9Bl/DAQC+vr6Ge/o+Pj4YOnQotmzZgo0bNyIsLEy6z69cucIuzwO1+7xdu3aw2Wx49dVXkZGRwcZ89tlnaN68uRRHo0aN3D5eC9ReRZozZw6cTifOnDnDcCxatIjtD43uvfde+Pr6Wj4d6n1h5RQoIqtJxUyu1YSion8bDq1PxCPLcyp9qqKFLwRk4/Q8vA5VkvcEhy0yMpJWrFghNYAXbjahsksPKtmebhLReEB9u6AuesycbMVPVvzhad8/QZ5u1L+T9+8kFY7i4mKkpqYiPDycPXT1v8LBz2d2djYOHjyImTNnmvLq9ap0erJmrPKeOnUKS5cuxcyZM9G0adOb1nGrcPzdOrw4bi8cqn7Zf090iPIcIL50L8tHVtpuBsfo0aPVl9x5ElUoZlWNSq4qYYr4ZHJEDpHZqsmWVY08vwyPlcUqqwRVfTxuEQ591WbmJ5ldZqSyiedRVch6Xpk/bxWOU6dOITg4mJ0+/wkc2rj8/HyWzFVVOK9XZR+/2UV8svUl4snPz8fmzZvx1ltvoWnTpkIcKh23Cw7ttWo+vDj+3ThUMvRxytNCQxbjeL/pc4vIp1baRLHGUxzCh+LMKhm+KrFa8fELQlTdWOUzq4Y8qcz0MkRyeDtUFRvPJ9Kl18PbJto8Ih6Zb1QYVXaJeFX6VOP0PlKNudU4+vTp84/h4MdOmDBBOF4kVxWEzHyk5zPzHd/ncrkQHByM9u3bS3FYmY9bjUNkgxfHnYdDlUdE+1n2ntfpSf6QFTyqvGL23ioOwIOvfhWBECVL2Riri0clR9UmWgCy/zK7ZI40SxwyDGZ8Mtus2K8qNmR6PcViBZPKX7JNaubzOxWH2cbV2kT28CQrMjwJjKKAoKfHH39c2P9vwyGT68VxZ+Iw0y/TwSdjnl8Ue/jDl6pPpE/LdSLdnuIAdE+5E7n/fCkvnD8xioTqeWRO0ffz/1WTI3rP26Mi2YTxNlrhtcoj4+Un2RPZZnj5eTA7YYp4RfOn7zezUdavSoJ3Mg7RWFHQ5Dc4j4nf5DIcqjWl96PeDplOLw4vjtsdh9Yv45ORWYEjsks0XmSTqADgk7/M/rriMPx8qhXDZcHLrKKrK78nlaLoNV98yBws0iNadLJqjLdHFfBFPLwOFa9V3+rH6uWLsIv8IsIlsktkMz9WpPNuw8GTCgc/VrY/RUFTFfT4danXIwpOVgKeF4cXx63GIRrL22sWV/k2WWwwi/FW+PjYIctDnuAA/j+hi5KZGVkpAnj+usq2Ip8nmaNEjpHJ5XmtYBDpFflXtnh4rFYnXLVRrCw0kQ0qvTLf8WtC1Cby392Cw8rG5wMZb4NIr5U2FX4VnyiIenF4cdxOOHh5orEi4vtEMmR4RDHeSlEgilsimz3FAXCX3GXEV1wiR5jJqMuC4atDvo0fz/PIdPC2mNmtslVEniZ+q7JF+PTjrdpnJYnxfKpNxNskk8e33Y04VG38WLN1bEZW9gEfzETjvTi8OER2yMbfKhy8fFly5nk1eSK5siLErMgXFSeyPr3NN4MD0CV0KwlONJFmFZ4VOWZVB59UZc7gqyCr+kV2q8bLeKyMscJvNhe8vWaLwUy/CIesOBItdk90iJLf3YBDpNOMRBW7SqaZXWY8VotMLw4vDrMx/zQOs35ZzBftXZHtsiJEhNlKXjCTW1ccws+hm5149IbWNRny8j0dw9sgmwiRPVZsNlssIjJbsDJ+vR6VrZ4UAHw1aCbbrF3Wpq9wRRvS6ma+03Hw7Z6seU/2mCfB1pO17cWhts2L49biEB3yVMlSFEv4wl7/X4ZNFbN4HiuJ/WZx1FN18q95J6sCKV9NmJ1oRMBEY/nxooAvskckW1TxiGy1ikNmr5kOHocZj0quzE5R8cUvFDN5osUmK6KsFjVW9Opl/ttxWFk/KnmyAsNsnGzPyWw22xteHMY2L46/eG4FDv3eF2HQ5yQVj55XdlAUYRQVA1YOYzKb64qjnl6ZJ8lRZBQvS1ZxmSUqvUxVdWRmm5kevY11qQ5VPpJNrMwWmRyRHlFS4sfox6p4VRWgbKGpMKgKMRHv3YbDikwZDq1Nv6HNgqyqGBUFHZlfvDi8OP4NOMzGeILDii08vwi35g8+L6jiRl1x1OM7zAyUKZEFYDOZMiM1B4gmX2aDDINZu8pW7bV+EakSh1UbZPxW7OX9opLJ84qqSlG1aabXykYQ2cPLv1twiIpmkVxRAavyhRVeld2i96JxXhxeHLczDn1ylCVJUfxQxQFZfJblMd5G/R+fP2Qx42ZxSL/LXQRIlQhlAdaKXFmbJ7bJ2vlk7UnSlVWqMtJXuarCRrWYrOLgecwwyjaGbNOZ+U1vu4hf41EtvrsJh1mBwG9kvXy+UOFtF9kiIlkgUgVnvs2Lw4vjdsRh1UaVbaIkKspjnuQEVVHDxwgrcs1wuCV0fYI2cxRfhchIVoXpAZjpMktosjEiB1hN6nywN7NVVsjwycDq4lKN4Xn0i1uGkecT6ZHhkGG+mU11N+GwYr/MBit7keevK58KmxfHX/q8ODzj+ydw8IWKJ4c+kZ2yRG6W63gZqgMdX0TcDA4AsA0ePJgeeughqYFe8pKXvOQlL3np9qaysjL8HwEBwDSJ4mM2AAAAAElFTkSuQmCC" v:shapes="Picture_x0020_1" width="500" /></span></span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;">(Source: </span><a href="http://www.financialsense.com/contributors/sober-look/managing-greek-risks"><span style="color: #0563c1; font-family: Calibri;">http://www.financialsense.com/contributors/sober-look/managing-greek-risks</span></a><span style="font-family: Calibri;">
)</span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;"> </span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;">How much, really, could the Greek depositors still withdraw,
if the ECB would be so generous and lift the limit entirely?<span style="mso-spacerun: yes;"> </span>It turns out: a lot less than it used to be.<span style="mso-spacerun: yes;"> </span>Check the plot of the private sector deposits
in Greece.<span style="mso-spacerun: yes;"> </span>They once stood at 240 billion
Euro at the end of 2009.<span style="mso-spacerun: yes;"> </span>They fell
dramatically: the latest number from the Bank of Greece for May states it as
130 billion.<span style="mso-spacerun: yes;"> </span>Surely, it is even lower
now.<span style="mso-spacerun: yes;"> </span>So, one half or more of what has
been on the bank accounts has been withdrawn already.<span style="mso-spacerun: yes;"> </span>There is lots of cash in Greece.<span style="mso-spacerun: yes;"> </span>It just isn’t in the cash machines or at the
banks.<span style="mso-spacerun: yes;"> </span>Good luck with converting all
that cash into Drachma.</span></div>
<div style="margin: 0in 0in 8pt;">
<img border="0" height="318" 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" v:shapes="_x0000_i1025" width="623" /></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;"> </span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;">The ECB has felt increasingly uncomfortable with extending
so much ELA.<span style="mso-spacerun: yes;"> </span>There are increasingly
stronger voices which argue that the ECB has gone too far already and should
withdraw this support.<span style="mso-spacerun: yes;"> </span>ELA was meant for
the plain-vanilla bank-run: for solvent, but illiquid banks, the national
central bank provides cash against collateral, at a haircut, unless the ECB
vetoes that.<span style="mso-spacerun: yes;"> </span>Should any losses occur,
the national government will have to pony up.<span style="mso-spacerun: yes;">
</span>But this here is a system-wide run on the Greek banks.<span style="mso-spacerun: yes;"> </span>And the Greek government does not seem
inclined to pay for any losses to any non-Greek entity.<span style="mso-spacerun: yes;"> </span>With the deep recession in Greece, the ECB
may finally judge that the collateral isn’t worth the cash lent against it and
may judge the banks to be insolvent, rather than illiquid, and stop the ELA
entirely, rather than just keeping it at the current 90 billion Euros. <span style="mso-spacerun: yes;"> </span>Many think that a default by Greece on the ECB
on July 20<sup><span style="font-size: x-small;">th</span></sup> will trigger that, though there is really no logical
reason to link the two.<span style="mso-spacerun: yes;"> </span>This is all
about a judgement call, how much the collateral is worth, how solvent the banks
are, and how much one should value the fiscal backstop for those losses that
result.</span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;">So let us examine the scenario of ELA withdrawal.<span style="mso-spacerun: yes;"> </span>At that point, the ECB could ask for the ELA
to be repaid --- an impossibility at this point --- or seize the collateral,
pushing the banks into bankruptcy.<span style="mso-spacerun: yes;"> </span>Does
that now automatically mean a Grexit, because somehow the Greek government
would be pushed into printing Drachma to repay the remaining depositors?<span style="mso-spacerun: yes;"> </span>There are lots of other possibilities.<span style="mso-spacerun: yes;"> </span>One is: split the banks into a part that has
liabilities vis-a-vis the Bank of Greece and the other parts, which have a
viable network of branches, cash machines and customer base.<span style="mso-spacerun: yes;"> </span>Sell the latter to the foreign banks: they
will be valuable; they will be open for business as soon as the deal gets done.
<span style="mso-spacerun: yes;"> </span>What about the former?<span style="mso-spacerun: yes;"> </span>For that, gradually sell the assets that have
been pledged as collateral: perhaps, they were really worth as much as has been
claimed all along and the banks were really solvent, in which case these parts
will be profitable too and the remaining deposits can be paid off.<span style="mso-spacerun: yes;"> </span>Or perhaps losses occur, which need to be covered
somehow, perhaps with a mix of haircuts on the remaining deposits, government
IOUs and a reinjection of capital by the Greek government.<span style="mso-spacerun: yes;"> </span>The Syriza government, after all, is not
averse against making payments to its own citizens, and there would be
considerable national pressure to solve this issue.<span style="mso-spacerun: yes;"> </span>Does it beat receiving Drachmas instead?<span style="mso-spacerun: yes;"> </span>I think so.<span style="mso-spacerun: yes;">
</span>It probably beats it by a mile.<span style="mso-spacerun: yes;">
</span>Moreover, a number of Greek banks are already part of the single
resolution mechanism of the European Monetary Union, which guarantees European
funds as a backstop, should national backstops fail.<span style="mso-spacerun: yes;"> </span>It is entirely possible that the end of ELA
and an inability or unwillingness by the Greek government to pay triggers
European clauses, providing considerable payouts and deposit guarantees to
Greek depositors.<span style="mso-spacerun: yes;"> </span>That will be
fascinating to watch. </span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;">Finally, it is interesting, what Merkel, what Hollande, what
Draghi are saying.<span style="mso-spacerun: yes;"> </span>They claim that their
objective is to keep Greece in the Eurozone.<span style="mso-spacerun: yes;">
</span>They really do not hope for a Grexit.<span style="mso-spacerun: yes;">
</span>Not only would it be a huge black spot on their record, it also would
make any repayment of existing Greek debt even less likely.<span style="mso-spacerun: yes;"> </span>The Greeks do not want out either.<span style="mso-spacerun: yes;"> </span>So, the wisest course of action may be for
the ECB to simply sit really still on its ELA claim on the Greek
national bank.<span style="mso-spacerun: yes;"> </span>Some of the Greek banks
will have to be broken up, as described above, to get the functionality of the
financial system back on track.<span style="mso-spacerun: yes;"> </span>The Greek
government will need to make sure to keep collecting taxes from the now
somewhat further reduced activity at home.<span style="mso-spacerun: yes;">
</span>It is close to a zero primary deficit, and should be able to keep making
payments at home with the taxes it collects.<span style="mso-spacerun: yes;">
</span>There will be occasional financial flow mismatches or perhaps there will
be a bit of a primary deficit: perhaps then, the Greek government will pay a
small portion of its salaries, pensions or obligations with IOUs.<span style="mso-spacerun: yes;"> </span>These may then circulate: perhaps at a
discount or perhaps not (for example, if they can be used for paying taxes). Is
this a Grexit?<span style="mso-spacerun: yes;"> </span>If the majority of the
transactions happen in Euros, if all the accounting is still done in Euros, we
shouldn’t call it that.<span style="mso-spacerun: yes;"> </span>IOUs are used
elsewhere too.<span style="mso-spacerun: yes;"> </span></span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;">So, perhaps the best thing for everyone is to table the
whole issue of debt repayments for now.<span style="mso-spacerun: yes;">
</span>We really do not need more final, final, final, final deadlines and
hectic negotiations.<span style="mso-spacerun: yes;"> </span>There are more
important things to do.<span style="mso-spacerun: yes;"> </span>Let’s put these
issues and the outstanding ELA amounts on ice for a while, and let the Greeks
struggle along, on their own. <span style="mso-spacerun: yes;"> </span>In a year
or two, let’s calmly restart the discussion on what to do about it all.<span style="mso-spacerun: yes;"> </span>With that, things may turn out to be much
more benign, than the doomsday sayers have been preaching.<span style="mso-spacerun: yes;"> </span>Indeed, this may not be a disastrous “Grimbo”,
as some have argued, but a new beginning.<span style="mso-spacerun: yes;">
</span>After a somewhat painful adjustment phase, which Greece is in the middle
of already, there will be a return to some reasonable normality.<span style="mso-spacerun: yes;"> </span>Things will be ok. And Greece may even be
willing to repay a good portion of its debt, at that point.</span></div>
<div style="margin: 0in 0in 8pt;">
<span style="font-family: Calibri;">So, just keep calm and carry on and keep Greece in the
Eurozone.</span></div>
<br />Harald Uhlighttp://www.blogger.com/profile/12922703691990162135noreply@blogger.com1