tag:blogger.com,1999:blog-16973430907709455762024-03-12T21:00:37.939-04:00Mathsationalabeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.comBlogger169125tag:blogger.com,1999:blog-1697343090770945576.post-88417563167384596272020-07-21T11:38:00.001-04:002020-07-21T11:44:11.234-04:00Projects as Formal Assessment<span id="docs-internal-guid-5fc99db4-7fff-52f9-4eb8-459b9d4d75a5"><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="background-color: white; color: #4e2800; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">In my last post I shared how I hope to use </span><a href="http://mathsational.blogspot.com/2020/07/student-created-screencasts-for.html" style="text-decoration-line: none;"><span style="background-color: white; color: #1155cc; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">screencasting </span></a><span style="background-color: white; color: #4e2800; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">on a regular basis (maybe weekly) for formal assessment. I think I can be successful with this since it will become a routine where students improve as the year progresses. And screencasting builds all sorts of skills in addition to just content. There are technology skills of course, but there is also a speaking and writing component as well as planning. </span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="background-color: white; color: #4e2800; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">However, I think I’d most like to include more authentic assessments and projects. These make great online assessments because the solutions are not Googleable and every student will come up with a different solution. I’m lucky that I typically teach content that lends itself well to this type of assignment. I teach statistics and consumer math.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="background-color: white; color: #4e2800; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">For statistics, I can ask learners to create visual data displays and run inference tests by choosing a random sample from a larger provided data set. Statistics problems are great because you can do so much with just one set of data and the focus is on interpretation rather than calculation. The accuracy is easy enough for me to check with technology if I have students submit their random samples. That frees me up to read and give feedback on their interpretations. Our LMS (Schoology) even had the option to leave feedback as audio/video recordings or as annotations done digitally over student submissions. These tools will allow me to be more efficient in providing feedback to students.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="background-color: white; color: #4e2800; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Here are some projects that I have done in my statistics courses in the past that could be done digitally in place of a traditional exam. Many of these projects are modified from ones shared by other teachers on social media. I can’t take credit for them :)</span></p><div><span><br /></span></div><div><img alt="" height="313" 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" width="478" /></div><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://www.isd622.org/cms/lib07/MN01001375/Centricity/Domain/126/APStatisticsProject1.pdf" style="text-decoration-line: none;"><span style="background-color: white; color: #1155cc; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Ch 1 Project: Analyzing One Variable Data</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://drive.google.com/file/d/15ACsx4s3isPh8mb-yRvUPf7qM3p0-Qqt/view?usp=sharing" style="text-decoration-line: none;"><span style="background-color: white; color: #1155cc; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Ch 2 Project: Justice League z-scores</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://mrsvenneman.weebly.com/uploads/8/6/3/5/86354324/chapter_3_project_pdf.pdf" style="text-decoration-line: none;"><span style="background-color: white; color: #1155cc; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Ch 3 Project: Investigating Relationships</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://www.statsmedic.com/post/response-bias-project" style="text-decoration-line: none;"><span style="background-color: white; color: #1155cc; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Ch 4 Project: Response Bias</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://www.map.mathshell.org/download.php?fileid=1656" style="text-decoration-line: none;"><span style="background-color: white; color: #1155cc; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Ch 5 Project: Designing a Game</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://drive.google.com/file/d/1xFCUZivZBTTZ_oOh9EMtXr6lqU56atGk/view?usp=sharing" style="text-decoration-line: none;"><span style="background-color: white; color: #1155cc; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Ch 7 & 10 Project: Sampling Distributions Board Game</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://apstatsmonkey.com/StatsMonkey/Post-Exam_files/FinalProject.pdf" style="text-decoration-line: none;"><span style="background-color: white; color: #1155cc; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Ch 8 - 12 Project: Inference </span></a></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="background-color: white; color: #4e2800; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">And, you can find some great resources for consumer math projects at </span><a href="https://www.ngpf.org/courses/full-year-course/" style="text-decoration-line: none;"><span style="background-color: white; color: #1155cc; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Next Gen Personal Finance</span></a><span style="background-color: white; color: #4e2800; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">. I’ve used these resources to have students write resumes & cover letters as well as complete calculations related to paying off loans & credit card balances.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="background-color: white; color: #4e2800; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">This</span><a href="https://docs.google.com/document/d/1BFhQhu-Icj70oAyyouYtBWfKAaL2Ijy8G4taUMfOoRY/edit?usp=sharing" style="text-decoration-line: none;"><span style="background-color: white; color: #1155cc; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;"> checking project</span></a><span style="background-color: white; color: #4e2800; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"> is from a coworker of mine. And I’ve also used </span><a href="https://www.wallstreetsurvivor.com/stock-market-game/" style="text-decoration-line: none;"><span style="background-color: white; color: #1155cc; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Wall Street Survivor</span></a><span style="background-color: white; color: #4e2800; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"> to simulate investing. </span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="background-color: white; color: #4e2800; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">During a normal face-to-face course, I would include a presentation piece for all of these assignments. That could still be accomplished by having students create videos or even just slides presentations with voice overs.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="background-color: white; color: #4e2800; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">I’m currently in search of some algebra 1 projects similar to these, where each final product would be unique. So send those my way if you come across them. As usual, I’m open to questions, comments, and compliments :)</span></p><div><span style="background-color: white; color: #4e2800; font-family: arial; font-size: 10pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span></div></span>abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-37792150119886819522020-07-20T08:20:00.001-04:002020-07-20T08:20:37.706-04:00Student-Created Screencasts for Assessment<span id="docs-internal-guid-306388e1-7fff-7342-31d9-9361cd09dfa1"><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; white-space: pre-wrap;"><br /></span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://1.bp.blogspot.com/-cd37fAp3xIQ/XxWL8T7aXZI/AAAAAAAARVQ/MQM77Lze7sIPtFwuOUimOYlgcNsqT6wfQCNcBGAsYHQ/s854/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="542" data-original-width="854" src="https://1.bp.blogspot.com/-cd37fAp3xIQ/XxWL8T7aXZI/AAAAAAAARVQ/MQM77Lze7sIPtFwuOUimOYlgcNsqT6wfQCNcBGAsYHQ/s320/Capture.PNG" width="320" /></a></div><span style="font-family: Arial; font-size: 11pt; white-space: pre-wrap;"><br /></span><p></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; white-space: pre-wrap;"><br /></span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; white-space: pre-wrap;">Just over a year ago I was tasked with creating an online algebra 1 course for my school. I’m finishing that up now. One of the portions of the course that I’ve been putting off until the end is assessment. I have already built in a lot of self-checking and automatic digital feedback. I’ve utilized online resources like Khan Academy and IXL where possible. If I was unable to find what I needed, I created practice tasks in Quizizz, Quizlaize, Desmos, and other platforms. The thing that has stumped me the most is formal assessment. This is especially relevant now, teaching during a pandemic.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">I think the root of the problem is that some math teachers, myself included, have overly relied on poor/easy summative assessment methods. It’s so simple to write and grade multiple-choice, fill in the blank, and free-response questions that have only one correct answer. Many of my tests were no more than the same types of Khan Academy and IXL questions but on paper. I pondered over how I could create assessments for algebra 1 that could be meaningful. How can I prevent learners from ‘cheating?’ We all know that students are using apps (photo math, mathway, cymath, etc) to solve problems for them. How can I prevent kids from using these tools on an online test measuring DOK 1 skills? How can I prevent kids from having someone else take the online test for them? How can I prevent kids from googling the answers to the test?</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">The answer is that I can not prevent any of this. These tests will be taken in unsupervised settings. The problem is not the learner, but the assessment tool. Here are a few ideas that I have considered.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">1) Have students use a lockdown browser to complete the assessment.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">This method would keep an honest student honest. There is nothing to stop the learner from accessing another device (phone, personal laptop) while taking my test on their school-issued device. Additionally, the software that my school uses to monitor and block content can only be used during the regular school day (M-F from 7 am - 3 pm on 180 days from late August through early June). The course is meant to be asynchronous, so there is a lot of time on the clock when I have no ability to monitor students.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">2) Set time limits on the test so that students don’t have time to look-up answers.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">This would work a bit better, but I don’t love the idea. In the classroom, I’ve always tried to allow plenty of time for all students to finish the assessment. I’ve aimed at writing assessments that I think should take 30 minutes to complete, but allow 90 minutes so that everyone has all the time they need. I’m not a fan of timed tests in general. And of course, there are concerns for IEP accommodations here.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">3) Require students to turn on the cameras of their school device and submit a screencast (including their faces) of themselves taking the test.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">This is another improvement. Kids could still use other devices and they could edit the video before uploading it. Also, we use free screencasting tools that are limited to 15 minutes in length. So learners would need to submit multiple videos.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">So here is what I’m now aiming for. My goal is to create very short formal assessments each week. The process of viewing and providing feedback for these weekly assessments will be very time-intensive, but it should be doable by providing most of the informal assessment in self-checking formats. I’d like to lean heavily on screencasting a single solution, with a time limit of 60 seconds (or maybe two minutes tops). I’m expecting to have as many as 150 learners to provide weekly feedback, so keeping the time limit low will be important. </span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">I’m hoping that for algebra 1, I can find worksheets or textbook problem sets with many problems. I could assign each student a different problem and they could each submit a screencast of themselves showing and explaining their solution. By limiting the time to 1-2 minutes, students would need to rehearse their submissions. I’m thinking that I would be able to get a good idea of their understanding based on these video explanations.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">I’ve got some ideas for the more complicated topics and higher DOK levels that I’ll blog about in the near future.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: Arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">In the meantime, I’d love to hear your ideas for formal assessment in an asynchronous online setting. Share your questions, comments, and compliments :)</span></p></span>abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com2tag:blogger.com,1999:blog-1697343090770945576.post-88000380526992172922020-07-19T11:13:00.000-04:002020-07-19T11:13:06.462-04:00Practice Structures: Quiz Quiz Trade<span id="docs-internal-guid-13c2defc-7fff-55a2-bb4c-5dc50ae30784"><font face="inherit"><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Another of my favorite practice structures is Quiz Quiz Trade. I believe that Quiz Quiz Trade originates as a </span><a href="https://www.kaganonline.com/free_articles/research_and_rationale/journalism_students.php" style="text-decoration-line: none;"><span style="color: #1155cc; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Kagan strategy</span></a><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">, but I’m not sure. This practice structure works best for knowledge level questions as well as fact fluency type questions. This is basically a fun way to use flashcards.</span></p><div class="separator" style="clear: both; text-align: center;"><br /></div><div class="separator" style="clear: both; text-align: center;"><img alt="" src="data:image/png;base64,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" /></div><div class="separator" style="clear: both; text-align: center;"><br /></div><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">To create my own, I start by finding appropriate questions and type them in a google doc in such a way that the questions and answers will end up back to back when printed as 2 sides copies.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Here’s how it works: Have pairs of learners evenly split the deck of flashcards. Partner A holds up the cards so that partner B can read them. The solutions are on the back of the cards, so the activity is self-checking. The partners take turns working their way through the flashcards and then they swap cards and practice answering the other half of the questions. Encourage learners to discuss questions that are missed.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Here are a few Quiz Quiz Trade decks to get you started.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">As always, I welcome your questions, comments, and compliments :)</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Statistics</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/document/d/1rHhcD80M4jVtNtUMG6jrryppJ-5rXbCvhjATHPnLWSM/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Describing Scatter Plots</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/document/d/11uxRjBgLUyf7FQjRt0v8OOabxnOr1HTSr49lzcK5zoo/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Confidence Intervals for Means</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/document/d/1F1CmWENp9gjnLKQBuhv9vpvHdwY2dd7f5JQBGU8OEbo/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Simulations</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/document/d/16m74Z5auzGQf5NLiymmhUoyQn9wkmynkFIh3sxtyybI/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Sampling Distributions</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/document/d/1L02AMpFl4yW6UDeXRA-PvSEpYcSVw3pqGbM1s1YHRmw/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Writing Hypotheses</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="color: #1155cc; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;"><a href="https://docs.google.com/document/d/1ocBpqvi3klS_X4oRc-cdTjXkOKS7hP-drPwffumr92w/edit?usp=sharing" style="text-decoration-line: none;">Experiments and Studies</a></span></p></font></span>abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-74367087631796288572020-07-18T16:09:00.000-04:002020-07-18T17:44:30.002-04:00Practice Structures: Card SortsCard sorts are one of my absolute favorite practice structures. My favorite way to use them is to practice vocabulary or categorization. You can also use card sorts as a matching activity (question matched with answer) as well as ordering (order the steps in a procedure or solution) and grouping multiple representations (graph with a table with function form etc). <br />
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Some times I like to provide the categories and sometimes I like to allow students to group and regroup while making their own categories. For example, you could give students several parabola graphs. Maybe learners would group based on the number of zeros or the opening direction. <br />
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You could create the card sort with paper and pencil or digitally. If you choose digital, you should check out <a href="https://teacher.desmos.com/">Desmos activity builder</a> for sure. You can also check out the <a href="https://sites.google.com/site/desmosbank/">Desmos Activity Bank</a> for more. <br />
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<blockquote class="twitter-tweet">
<div dir="ltr" lang="en">
Today in <a href="https://twitter.com/hashtag/alg2chat?src=hash&ref_src=twsrc%5Etfw">#alg2chat</a> we used a <a href="https://twitter.com/Desmos?ref_src=twsrc%5Etfw">@Desmos</a> card sort to practice factoring sum/difference of cubes <a href="https://twitter.com/hashtag/teach180?src=hash&ref_src=twsrc%5Etfw">#teach180</a> <a href="https://t.co/JnGrlX5E5b">pic.twitter.com/JnGrlX5E5b</a></div>
— Jennifer Abel (@abel_jennifer) <a href="https://twitter.com/abel_jennifer/status/785539186828926976?ref_src=twsrc%5Etfw">October 10, 2016</a></blockquote>
<script async="" charset="utf-8" src="https://platform.twitter.com/widgets.js"></script>
If you are making a physical card sort, I recommend using Google slides and making each slide a card or one page of a Google doc per card. Then you can print four slides/pages to a sheet and end up with nice sized cards. <br />
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A pro tip for physical cards is to print each set of cards in a sort on a different color. For example, You may be tempted to put all of the bias sorts on one color and all of the variables sorts on another. This makes it easier for you to know that on the given day you are handing each group the correct sort (say the purple bias cards vs the orange variables cards). However, kids will inevitably drop cards on the floor. After class, you will find one lonely card on the ground and have no idea which set it does with. So if each set of the bias card is a different color, it makes it much easier to see which group the missing card came from. <br />
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Another pro tip is to leave some of the cards blank. Laminate the cards and have learners write in the missing info on the blank cards. <a href="https://www.map.mathshell.org/download.php?fileid=1619">Here is an example</a> from the Mathematics Assessment Project. This site has some awesome resources in general, so take some time to explore! <br />
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Here are a few card sorts to get you started. <br />
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Statistics <br />
<a href="https://drive.google.com/drive/folders/1OrO8K0gQLWsZMrfE5m8PmlY4vWLLDRNZ?usp=sharing">Bias in Samples and Surveys</a> <br />
<a href="https://drive.google.com/drive/folders/1oUmamyjC9TtScJlCcZVimoXD-7A0z6Ri?usp=sharing">Individuals Types of Variables</a> <br />
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Geometry <br />
<a href="https://teacher.desmos.com/activitybuilder/custom/57901bbe05f8299606d1b99c">Isometries</a> <br />
<a href="https://teacher.desmos.com/activitybuilder/custom/578fef712e010cb808d4f886">Conic Sections</a> <br />
<a href="https://teacher.desmos.com/activitybuilder/custom/578fb252bcf88a1506835842">Quadrilaterals</a> <br />
<a href="https://teacher.desmos.com/activitybuilder/custom/579735108bea723b4b91c4c6">Negation, Inverse, Contrapositive </a> <br />
<a href="https://teacher.desmos.com/activitybuilder/custom/57991158536e8bc7739cbaa1">Segments of Triangles</a> <br />
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Algebra <br />
<a href="https://teacher.desmos.com/activitybuilder/custom/578ed7e3c60d78bc18264066">Completing the Square</a> <br />
<a href="https://teacher.desmos.com/activitybuilder/custom/5799f0bc4ca519627ab0c143">Quotients involving Exponents - Matching</a> <br />
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As usual, I welcome your questions, comments, and compliments :)
abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-20552153905079942572020-07-17T07:18:00.001-04:002020-07-17T07:18:48.497-04:00Practice Structures: Mazes<span id="docs-internal-guid-354589ec-7fff-ef9b-c5d9-b7d447900888"><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"><img alt="" height="345" 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" width="546" /></span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Here's another fun practice structure: mazes. I have only made one of these so far. It was pretty work-intensive and it will only work with short questions. Therefore, I will probably use very few of them with my current teaching schedule. Both consumer math and statistics require long problem setups and/or long detailed solutions. Algebra might be a better place for these since there are more opportunities for straight-forward numerical answers.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">None the less, I did make one maze using </span><a href="https://www.teacherspayteachers.com/Product/Maze-Template-4024991?st=c8c3a0d9aea965bcc56b7933e01932c6" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">this </span></a><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">template. The template worked well for the most part but I did end up replacing a few of the textboxes when I could not get my text to wrap and shift correctly.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">To create your own, you need a bank of questions (multiple choice would be great, but you can make-up your own wrong answers as well. Beginning with the “start” box, enter each question and use one of the small boxes to place the correct answer and the others for the distractors. It works best for me to put all of my correct solutions in and questions in first so that I know the maze will end at the finish line correctly.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">In the one that I made, I actually ended-up filling the remaining question boxes with correct questions and answers. I’m not sure what prompted me to do it, but I figure that learners will be able to continue through the problems, even if they miss one along the way.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Here is the one that I made: </span><a href="https://drive.google.com/file/d/1bcIG9i_VzfgXg8OQMF1DnS_sZ7YOQPUn/view?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Simple Interest Maze</span></a></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">As always, I welcome your questions, comments, and compliments :)</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Enjoy!</span></p><div><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span></div></span>abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-11893417817892940452020-07-16T13:18:00.003-04:002020-07-17T07:12:17.733-04:00Practice Structures: Around the Room<span id="docs-internal-guid-738c35dc-7fff-1354-5a25-b102934025e3"><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; white-space: pre-wrap;">I’m always looking for low-prep, interactive/collaborative practice structures to offer a variety of ways for my learners to hone their skills. One of my favorite structures is “Around the Room.” Depending on the format, you may also see this referred to as a scavenger hunt.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Basically, you find a series of practice problems for your topic. I usually just pull from a textbook or a worksheet. Then you type each of these in large font. I usually type one question per slide in a Google slides document. For questions with numerical answers, you can make this into a scavenger hunt. This is just like a </span><a href="http://mathsational.blogspot.com/2017/07/practice-structures-chains-revisited.html" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">chain activity</span></a><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">, but with learners standing rather than sitting. </span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Next, you post the questions throughout your classroom. I tape them to the walls, file cabinet, and to the whiteboard. Students grab a partner and a clipboard as well as a sheet of paper to complete the problems. If the solutions are complex, learners move from one question to the next at random. If the solutions are numerical and you created a scavenger hunt, they start with any question and then find that solution to determine the next problem that they solve. This continues until you get back to the first question again (for scavenger hunts) or until you’ve completed all of the questions (around the room).</span></p><div><span><br /></span></div><div><img alt="" height="253" 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f/ggw+2999/P3GQ5AW8v/Od7yTTcikb7JP7zj777ERX0gNX6vu4ceOS9FmaATvbZZddjPwRHnvssUQP6tWzzz6blDM2Qfp77LGHvfrqq0meqLfIqKNuH9RR8PnWt76VltXXv/71JO/f/OY3k/TB5Pjjj0/aRcqMAMYej/YUu+LZtB084+mnn070ePLJJ5PrQw45JKkv3HvDDTckaR155JGJbsjGjh2b1JfDDjsswYwXIdov8AAXAu0TeJE+7c28efMSOf/qZ/1H+mHCpprqDiT6F/cs++eB/GOb2B12QNmj980335xEoS7hZwYNGmTUc8LUqVOTejNs2DB7/PHHE9m1116b1DdwXblyZSK75pprkrRIk/SXLl2a1iXqNtf8UWY8k7qE7dNuYDfYE2kQsAN8HXUVOyVgJ9Ql2i/aIwJtC2VBu0/dpV56XTrxxBOTNoQXqR/84AfJM7FXdCCQH2yTekbAZ2DXtBu/+tWvEhl+mbqEfrS1hD/84Q+pPYEhbZXb8MiRI412kRc/fDH5xF7wPYRvfOMbib5nnHFG0kbzosc95N3b2pdffjmpS+TTy4C6hG6kR1sOZk888URyTZtD+88LJWVLHHwGbTGB/OFTwMPzzu/gdsIJJyRxaFf5nXi0iYQXX3zRRo8enaRHnqlLlAtYgxttLO0D7Q3X+Et0Ivz2t79N8oQ/42tYwg9/+MPEtrAPAjaCD0QPfBDhrbfeSttabAz7mD17duLryRd1mgCe3IeN3H///Yns3nvvNfwfejz11FOJ7Je//GVSnkOGDEmeh/DCCy9M9MUfgT/tLbqR/sUXX5y8h7C0zFFHHZXIrrvuunSQwm3N6wvvHrS9BxxwQGIXpE+Z8T5Ee0vbQEAPMKK+kCfeL/DFPBNfv2TJksR+wQMZ/pG2HTvyd0HenwiUFWlT7rxnEaijvCPhAykPAm0R7SztqHcuaONI/4gjjkjqP/IrrrgikfHuQ9tFOdMGet2gjGn3wBB80ZuAzWG7yLyOTpkyJYkHTpQ7foZy4ZmUFUs94Gf9/RCbw29izzyf+6gb5J3Auy3644sJlDt+gvoCpgTaNMoSffH11EfqLXG4F5ulnMEIPWjL/Z2RNIhDPcDOCPgcZPgRAu0b723UDdeD9od7eCbvIeDzwgsvJL6YZ/B88k5d5hrsvP3g/Z26ffjhhycY8oyLLrooeZcFT8qc4HUDOyRQ7m4f1C+uPdTUrN9MGG2ojerghfom7ZH5rKrlH7X4AXTCD2N/YEe7Sl7BgbpEWfBODAbYp78v/OlPf0psmncx3l0J1DNsHbv2d3XaBdKiXtC2Yytel773ve8l70r4MeoV8bBv7Bwbo1+EjV11VUvfi7Yan0Jduummm5Jn0p5Ql9CPdwfCnXfemZQP5U0biv5uw9gjtkN75u+OvDfQhhDIO/fhgwjownsH9cbbWmyYssfPUF8I2KvXfdpFAu9z5In3azry1KV///d/T2TYrcejDmHDYOADEtg9vh0bIlA/sXFk2BOBdpP2k2fgc6hL6MY1+tL3oH247777Ehn+gXaAQF5Ii3dYt03em8k78Qi0c7w3oZv73VdeecWOPfbYJL3f/e53SV1CRpnwXPpYlB3+iLTwg/geAm0tmIExdY1AGSAjHm0XfpHyoNzxvwTed8GI9GlXGVShj00ZIOO9gnvRl/uwG97lCdRj3v3xY16nsWvadt7FeS8l8A6LvpQVNo/dUM9JH1vAbolLuSHj3Yeywj7wsWBE2RJ4vyZ92lBva/GFPA+c/L2ZcsRuaavwM/zxLkP6vHfxPPrjvGsgwxfSvyEe7znoi+8hEI/3L+oe71QE3v+wXd6RvI6iDzqgL3Wddo9yJH3SpB8Hvv5+yPsQ9QU7Iu88EzzQgUD9p+32d3r6CZQvmOC/COAO/tyL/WEf+B6eiT+mHtAmoxsy2lDeh4iHj6dMv/3tbyf6kh72SVqMRxB4J8AmwZJyJNC+u1+kP0WZ8r4DPjyD3/19yPNOP4NA/58yQQ/KkkA9pL7wjgRmtCn0I8CRI4H3B/REN8qAONg5eecZ3u/Gr3JNOXi5cARHxgr8vYx2EtulH8n7MgGfRvrEI2Aj/j5EfK/L/MZMXv8wgfP2+Iv23jNr1luJnWf1AUtsAlvFjr0dweZpG7ExypD2wPvptCO8n9Hue51mnI26he34+yrpYifghR/Dhr0u0a7RvlOHwQ/sqdtgSlniP5C5DROXd8RsXcKGqUvYgI9RYFfEoTzIDzbm7/S0Tfgr2gjGQ0ifNox2i0D9Rt/vf//7SbtN3nl/Iu/UcwLtBHUJu6CNI9CW0kaRHthQR5BxDU7UP+qS12nad2SEH/3oR4ldU4/dnqgj6AFGBOo/95DPn/3sZ4mMOst4Ac/AhtGVfg3jedyLveJ7XA/y7u/0lCNliu8CD8JZZ52V6IHvItCGej896++8rWUsCPvg3ZNyQQ/6OATSBH/aVnww4Z577kl0o47gAwlelyhrbINAu8q95I3AOwu+h/QZs0Ev3rF5Z0BGuwC22BH5xsf62BHvHrwfkb6P4/BOxfsQ7wXUeQKYkhZ1H3vhncjf6cGAcsGP8W5EPN59sGfeVyhfZL/+9a+TtCgrfB3P8D4O7SptMnJvz6gb6Eabxvsq5efvIeQde0cPxk5JHwzAAsy9raVueN+Cukc98z4O7+eUJc/w8W7qBmVC+0gZUc+ov6SPnL4BPiQ71kpdBhPsA3w5kncC/X/Soq0jgCdtMfXF+//YIbZHmfI+hL7UVfex2A95550RPahb7o/IC+kzXsX7BsH7//R7COiCjLrhevDuQ33hmdRR0scWwIhnUA/IO3WVa+yX/gYBf0eZgLGPN2KT5Ik+n/tYH/OlvSRQ7tgHz8SeiEcfh34Vz2B8Az2wXa4pF68vYER7QlvmY77UUd4R3P/zDB/PRF8CbTbtEukxLpNt16lPtFX8rVpVedlZkVUJpOX/tcfp1i59uWXw8saPW3N9S6eURpmXNxosHAVGQcWholHhCch4ASMeDR6BIy8zVAQ3Qhqm+TfeaKu+9S2zwYNLCag8IdVJ1/UHHGA1hx1mi376U6tv7fCTF/QnH+SPSo5uyHgRpAFBTqOGjMaUOATPOzICnQ0aIvJKugQaWmQ0Wp538OCa9EifCk1jwDUVgXTAl3SR8WINrgQqq8u4RhdwJT3Xg+fwYkA58HwClYoy4V6cjsu4Rj8aZ57peNBgezxwIC1knnf0QAYuBOKiOzI64ATXg2fw4kI+eQ7X6IvzQIZuyEjTMaLDRFqk6XlHD+L5S4+XC/G848VLMg0V8cCUPIGnl5XjQTzikHfvJBMfvUgfPQlgiox46Mofz+JensM1+rlu2A4YISMd14N46Ms19uH1hWdzndWDxhEZOmMfBPBwfckTaWXtg2viUkbEcz2Ii/7ZcqGsSBt7cD2wSa55rucdW+A+/sgTaVG2pE/evW7wsooMXNyesUlkbpPo5+m7fVD+brteLujhZeXljo6kRVyvG64H9oeM4HWU+oKuBHBFf3QkkHfsDEy8jroePMPtj3LhGjywFcoP3ZBhk8gI5I/0wd3Lit+Jh4yAHLyI53iAsccjXdLn2Twvqwcyrsk7ehK8XLJ6kGfSJ28E8p+tt8jAyTECPzo+DLx5WHfrZ5M2f+PcP1atc7d+Q23aqWxoaGlXsTXKDR29LnENDtRRAvZEfrEVl9GOgB9xHSuvS8hJi+C2A6bIsnUJG+aaP29HqEtuT/m6hB1g1+iRr0vo53aCjujP/aRNeuiGDDvB1tHF2xbslXgEz7vbMPaEjDyRFwL26nXJ2zPqlNsT6WdtmLbJ61LW33ldcnvFhriPP+5Bf3QkkDf3A14GPNv19XaEsiCfYISMtLxO8xzHiHTBDDw8715HiEcgH/xOPNpEAmmiB88gz6SPDF2RoRMy14N8ZO2DtLjf/Z3rAZ4EysXbd44E4qIH6VOOlCfYed6p0wRkxMFGvI3jiG6k7+0NZUBZEc/t1NtV9EV/yj1rH8RD5hi5Hsh5Js/wNs7blqwelBllwp+Xu9sCupAn0nLfQ9tBufDnePAb18QlHZ5LGgTKytN3PaijbrteBujB8ygHnkdeiU9alIvXDdfD34eI53kHK675I4/kPWsfbrteR0PvQ5SLlxV4kCfXg7J2++D5xAMDt1PKEv35zcsd3ZA5HpQBenCv2yRH4vBHPUB/fx8ibtY+iEM98LLyesBzCGDnMteDNLmHZ4Iz6VM3wMj14F7icY0cnQhgxTMpA+4hgDPYohv4ENwWXA/Ky2WUAZ13BvI9zP1wUdLmr1pTUzU/w1KzPnhZ1/pOhf7kAx3Bjrrk7Qh1CayIAwbYp9swdotdY8eUFYHfkBGP/BO8fQdT0ufPbRh8eB724z7Z9eBe0qE8kBEoc9LhGa4H9ooO6Od2QplRPtzr9dJtmPIhHfTIvjuiB8Hz7u078dynuB5uwzzD27O26hL6UW/A0fHI1iVwQH8wcHuiTJDxG4H7vS6RBsH1IJ+UB2WFjGt04xyZ1+msDZMX0qdeeFmhE/cSjwB2Xpfc7+brEvoio0y41+sNdYVr8u4y6h56kT73ECgDZMRDV/68bXF/R3l5XaIdoUzQGYx4htdp9OUau3Hfw7NJnzJ0PcCPONiSl7vbgutBWu570Idr4jpG/l6GLqQPll4ulJWn720t+rjtet6Jz338gSN//l5G3r1uZP0dMuKRH/Lq79Lo53XP34ewCeKhi9dR9CEez/S8IyMt4oIreXI9sEnwp1w87+CBDgTyRFquB3mjfMHE6yi4u77ehnr7jm5eN1wP7NwxogxIHz1cX9JHX2QE5OCV1YPnkA7xsH/0Bw+eh4zfXeZ553cCepMW96Mbweuo1w3yz/NdN+KAEzLSo2yJQz48714GxCMO5eAyjqSFTbse1FFwREb5ErxuICOQ96x9MGAPOe2BWVW0+exn1Z4xsPbcU7up5UMpBi+9vMEaPClPr0uUGThga2BFHDAgz27D3A9O2JnXaeyEa7cd8urtO/div1kbxm7BCZnj53pwL3UePdyGiYuM9L1Ouw2jn7cj6OP2xD3o7zZM+VDO5MvfJ7Ehb2s97+jDffxhJ+iPbgTyjr3xTNo4As92fR1bZG5P2FtWD57jdQk7IS3wcHvyOoKMgH5el9zfuR48AzslfWToigx7ReZ6kHd8D4Fy5JmhuuQ2TLl4Xcr6O29vvC5RFz3v7neRoQP24HWJckG3rB5el7if5xG83nidJu9uH9gC8ZA5RtgY+UTOM3kG5U0gv1yTvutGmbntYgsE9OBe5J6Wy8CAcuHP/R2/8Tz+uId7vW6gG/aH3O0DDNABubcj6I1ulIPXMzAlLfLudYM8IwMXZMTld2TYJPoiA2vSy77Tu+16HeVIPJ7peUdGWsi9bni9pawpS57heedIvgnkibTQjcD96IYejgf5pcx5RtYmuY8/Tz/0PkReiIMe4ErwesCRgC4ucz2oW8h4pr+HYAvkEZnXA+oL1+TD2w9sh2eSD6/LpEuekIE1ARyI53qgn2OEfRCPvHnewRkcicczsQW3SXAhLcrL9QA/4iDzvFPe3Es+CNiky6gjkIH+MSq/Y4O094sWV57FK7IqgbT8v3Y53QXTkoHLDVMPSRO+9dZbk68LKbB2BTrVzGYYM8asb984gmqHHaCWK/8NHBiXXpb42m03szPO4BOFdmVHNwkBISAEthUENj52bAtZNfvuqnXu/AvI+Qs2LzPLiwBfAPsLyraCr/IhBISAEOjtCCxb3rLsazUHEf2jiHkftnT4KQO+AmYVADrRCkJACAgBIbDtIMBKDZBVH62s/MV7e8bIQvds2FibDFz6igqgyQwHZkAwUKogBISAEBAC2w4CEFmQVQsWLKw4biayqkK5h5xqJVltK1lV+6eW5Qh4BFMKmZLoy/ZUeGzLz3xhzPJjEENZoih7vv32LWQU03Evu8yMr2NalwuMekYoEl8FscwMS0SRJgRZWzO4IMRaly0MJSeZEBACQmBbQgoE2zAAACAASURBVAAyyKdlk69N08d2G1m1aHHLbAz0YGo/S1/40kbbEubKixAQAkKgNyHAl5C+HBr5XrFyddW/eHeyasGilplK6MESVfgavpRUEAJCQAgIgZ6LAIOG9Gd8RsKq1Wu7jazKElMs2cWyfb5UW89FWJoLASEgBHo3AsxEY5lhnzXHTD2RVZ1kE5WIqdDvm8mqljUrUYWXAabNMU2yYmC2EuRTuRlU/fq1zGpq3S+oYnqdFQHyDDJs7FgzdMiSZpxDaHWUKOssXZWOEBACQqCLEGBdadbr9bBp+g+6j6xaspmsYno3LwQ+Ldv101EICAEhIAR6FgKs5c9a8R5WrioGWYWPwdd4p9P101EICAEhIAR6FgLMlGWPEl9WanVByCoGM1lmjOWqFISAEBACQqDnIsAefuyV7kswiqzqxLIMkVGVZCGyivVL+Uqyzc4dRNDIkVuSQBBBLNV39dXFWnYPsuy447bUF6Ktdd+JTiwKJSUEhIAQKAQCbLT8i1/8ItWlKGQVayezhrU6d2nR6EQICAEh0CMRYCUG37CcDBSFrKIvg6/xwc0eCa6UFgJCQAgIAXvjjTfs5z//efoxdVHIKvZiYRUL38NFRSUEhIAQEAI9EwH2uGJZV98XTWRVJ5ZjJWIq9HuIrGLJjCOOOMKy6/Gmal5/vdX/7d9uQfps2m47u+PTn7bhn/uc/eM//mNh/4buuKM9+clPluj//p//uR3+d39XWJ2LjKd0K66tq2x6R9kwa+rKK69Mm+j8CRtR8uehKGQVyzONGDHCINNCgUFGlgmUHfcOO1Y5q5xlA8W1gd12280uuuiiUFOdyPJ+pihk1ahRo5KlAJ988smg7gwyDhkyRH6mwP02tQvFbRdUNiqbzrQBtqEYy4o4bYRsf6YoZNWJJ55oBx54oPFFfiiwYtEhhxwiPyM/IxuQDcgGutkG8DOnn356qKlOZVk/I7IqhaXjJyEyqpIsRFadcMIJdu6559rs2bM3K8XMJGZM5ZbTW9K3r93w+c/bYQccYEOHDu0xf+ftuaet+/jH0/xwfvEee9i5Awakf5f/0z/ZhB133OLv6f/7f+2V7bcP/k3+f/8vjf+rnXdO0+pJ2EjXnmPHKqveXVYsh7HddtslpM7mxrr0bPr06SVkVlHIqu9+97t25plnJl9KlmrccnXfffdZnz597FOf+lSP8Suqj727Pqr8Vf7bog3stddeiZ/ZfffdQ011IpsxY4Zdxr6xraEoZBUDn/ial19+2VUrObLHCH6mb9++8jM9qA+3LdYz5Un+ozfbwIABA5K2+G/5ILpM4CPqK664Il0+vChk1cUXX2ynnHKK0d8KBUgsfMyf//mfy8/Iz8gGZAOygW6ygYEDB9qf/dmf2V/91V+FmupExn6ErBShmVVlIWr/D5WIqdDvIbJq7dq1SQElG1iyr9OwYSmp42TVc3362I932cXWrFljq1ev7va/NfPm2boHHkj+Nvz7v1vtBReU/NWdcII1HHhgyV/T3/zNFvny/HXFsXHnnW3TKacY+tW8+GK3Y1aEcpMO3V93VAY9twxuv/32imRVUfesqqmpSfxMQ0ND0On94Q9/SPLGzLGi+BnVlZ5bV1R2KjvZQPtsgA8H+CiiLbKqqHtW0dnkr5yfeeCBB5IB0h133FF+pgB9OdXR9tVR4SbceroNeFvcFllV1D2rWP6PPk25vd7/+Mc/JmTVX//1X8vPyM9o/E82IBvoJht4+OGH7ZOf/GSbZJX2rAoOy3WOMERGVZKFyCoK6YW77rL6ww7bkszp18+ePuss+9jHPmYHHXRQ5yjeGamwR1Zu1lfhr7ff3mzMGLMJE8y0KWdnWIHSEAK9CgEfRGS5vHIBomfOnDnpz0WZWfX444/btGnTbMWKFalu2RMnq/jaUkEICAEhIAS6B4H/+Z//qUhW8ZHbBx98kCpYlJlVTz31lOFrfKPkVMHWEx8g/fznP5//SddCQAgIASFQJQT+9Kc/VZxZxYcH9GeampoSrYoys4oZVY8++qgtWbIkiJaTVZ/5zGeCv0soBISAEBACXY8AfYJKZBUfH8ydO9eSSTtmpmUAO7FcKhFTod9DZNUvP/MZq/vYx0rJH4iV8eMTUuW2224rHlkFjhA+06aZ3XefGcuRnHFGy6ywfv1K87K1pBbLHzK7LOZvt93a9yzwRV9msikIASEgBCIQiCGrcLqsl+6hKGQVeyNCsj377LOuWsmxcGTV6tUt/gUf09af2vCSctSFEBACPRuBGLJqw4YNxv5PHopCVrE3Ir7msccec9VKjiKrSuDQhRAQAkKgWxCIIas2btyY9Gd8P5GikFWjR4+2Pffc01hWNhREVoVQkUwICAEhUF0EYsiq2traxM+IrOqCsgmRUZVkJWTV22+bDR5cSrb07Ws2bpwZA3WtobBklSsYeyS/PujI7Cby6kQWxFFHw9y5m9OHPBs50gxSyp9R7gjhhT4KQkAICIE2EIghq4q6DOC9995r999/vy1dujSYw6qTVd5e01Yz49U/TijXTsfK8amkR7p8SFHmy8sgCBIKASEgBLoZgRiyqqjLAEJG4WsWLlwYRFFkVRAWCYWAEBACVUUghqwq6jKArEh0zz332IcffhjETGRVEBYJhYAQEAJVRSCGrNIygF1YJJWIqdDvTlY1fHdQKVnDQBzkSmBgbZshq/JlMXHiZiKpM8iqfPp+/corZtdfb3byyW2TVwxyQqgpCAEhIAQCCMSQVXxRfs4556R3F2VmVapQmZMuJav4SIGlY2mDA3syVvygIJaoKhePDxLwMfgc/2CiK4/yI2WsTGIhIAQqIRBDVj399NP2ve99L02qKDOrUoXKnIisKgOMxEJACAiBKiIQQ1a98MILdvbZZ9umTZsSzYoys6oSTCKrKiGk34WAEBACXY9ADFn1yiuv2A9/+ENjeXOClgHsxHIJkVEVZdN+Z43/0GczSdOnj637+Mft2r33tjfeeCOo3TZLVpFbBvUgkjIzyYIgdJaQpQuZRZWf0eaDnMz2YlBVQQgIASGQQyCGrGJt9+zm8kUhq4YPH26HH364zZgxI5erlstOI6toy5nRxAzhcu2st7e94QhR5rPGwIQZX/gYJ8uYYaYgBISAEGhFIIasyvuZopBVX//6123EiBEGmRYKIqtCqEgmBISAEKguAjFkVd7PFIWsOvnkk40lZ9m3KhREVoVQkUwICAEhUF0EYsgqlpll3MyXmxVZ1YllVJGYqqu3bJz62243+8T/KiGqGMw7Zf/97cQTT7RZs2YFtdumyapgjqskhCjja/vQUoEMsmoQsUoFoccIgZ6BQAxZ9c4779hdd92VZqgoZNWYMWPsmGOOsZkzZ6a6ZU86RFbRlkLAxO4hSJsLgRNqe3sDgZXPIx9JgAdE1sMPV+/jjawB6FwICIFCIBBDVr3//vt25513pvoWhayiL3PkkUfa9OnTU92yJyKrsmjoXAgIASHQPQjEkFVsek9/xj/AKwpZxaxiPr4jD6EgsiqEimRCQAgIgeoiEENWLViwwCZNmmTskUgQWdWJZZQloiqdN1x1VSlJ9b/+LJ3Bs3jxYlu2bJnV1dUFtRNZFYSl84QsvcgSjPkBxH79NGjYeSgrJSHQ4xGIIasmTJhg/fv3T/NaFLKKvar48+U8UgVbT7aarGJ51bFjKxNUEDG0rxAxzCbKzqKFmEHuywN2xxKB+XbfZ0GVO+IX8vd0xTXEH7gw8xisFYSAEOgVCMSQVexZtcsuu6R4FIWsoi+Dn2HD5FAQWRVCRTIhIASEQHURiCGr2LOK/owPIhaFrGIwc8mSJaleeeREVuUR0bUQEAJCoPoIxJBV9Hm+8IUv2PLlyxMFRVZ1YjlVIqiS39fWWONJJ5UMbjXt0Mfqbjws1eT11183vsbfsGFDKsueiKzKotGF5ywPmP/Sf8yYLnygkhYCQqAnIRBDVr399tvGQKKHopBVzNx96623bN26da5ayTGKrIJcYjbqDjuU+LQS8obfjjvObPz4ziFZfLm89hzLDJgme1cNHFiaB2bTdmZwfVkSEUIuT8rlfU0lwguSDOy1H1ZnlpLSEgKFQyCGrHrvvffsjjvuSHUvCllFXwZf42vPpwq2noisyiOiayEgBIRA9RGIIauYWfX73/++cDOr8H9vvvmmrVmzJgicyKogLBIKASEgBKqKQAxZNX/+fLv77rvTjw9EVnViEVUkq5Ytt6aDhpYMiDUN+6KtG9/Hav90YqrJoEGD7LDDDrPXXnstlWVPRFZl0ejic2ZZ5ZeygsRSEAJCoNcjEENW5UEqClk1dOhQO/TQQ40Nk0OhLFnFTChm9+TbxSy5wm/sx9TTZgDRtmeJt+5o6/E5vsdX7MwyiDV0LUfGhQpYMiEgBHoEAjFkVT4jRSGrWJpp2LBh9sQTT+RVTK5FVgVhkVAICAEhUFUEYsiqvEJFmVl1/PHH25AhQwxSKhREVoVQkUwICAEhUF0EYsiqvEYiq/KIdOC6LbKqbvZ71rzrriVEFTOsahdMs5obSskq1t695JJLbM6cOUFtRFYFYek64XPPmbF0lQ/Gcq5Bwa7DWykLgR6CQAxZxfruX/rSl9IcFYWs+tGPfmTjxo0zZn6FwhZkle/pl20LvU3kCLHC7Kmevrcfe215vljWsAgBHwS2zFBra9lBZmdptlURSkw6CIFOQyCGrGJ5pn/+539On1kUsurSSy81fE25j+9EVqVFphMhIASEQLchEENWPfLII3bIIYeky7oWhay6+uqrbezYsTZjxowgfiKrgrBIKASEgBCoKgIxZNWTTz5pI0eOtBUrViS6iazqxCIqR1bVzZ9vzZ8tXSap8ZJLjfghsqqSSiKrKiHUBb8zUOgDmBwzy3p1wdOUpBAQAj0AgRiyCtJn9OjRaW6KQlalCpU5cbJqLOQIM3ey7Z+f8xvkTnbfqTLp9RgxxBCkD3ljllMRA3qBe1vEFeQheVEQAkKgRyMQQ1Y99NBD9pWvfCXNZ1HIqlShMiciq8oAI7EQEAJCoIoIxJBVxBk1alThyKpKMImsqoSQfhcCQkAIdD0CMWTVs88+a0cddZStXLkyUUhkVSeWS5CsWltjzQMGlAz0Ndx0c0JUlSOr+Arxpz/9qc2bNy+onciqICxdK2QmlQ/QcmSgUEEICIFejUAMWQVAzc3NKU5FIav44v3yyy+32bNnp7plT5664gqblm3zsufM8GG/KoXuR4ByoDyy5ZM9ZzlGzQTu/nKSBkKgnQjEkFUknfUzRSGrfvaznxm+hv1EQkFkVQgVyYSAEBAC1UUghqxCo6yfKcrMqvHjx9uFF15or5RZelxkVXVtSU8TAkJACIQQiCGruC/rZ0RWhZBspyxEVjUNH1EyiFT/wAMpUVWOrNp9992TvUTKOV2RVe0soI7elt3LhKWWFISAEOjVCMSQVWwUyZRmD0UhqwYPHmzsW/VcfvYNnb0xY0r8VkKE+Cyqos42coB767Gt2VbsIZYv596Kk/ItBHoYAjFk1aJFi2zatGlpzopCVg0fPtz2339/YyA0FERWhVCRTAgIASFQXQRiyKqlS5cm+w82NjYmyhWFrOIr/L333tsefPDBIGgiq4KwSCgEhIAQqCoCMWTV8uXLjXh1dXWJbiKrOrGI8mRV42mnlQz4NVx7XQlRVY6sWrBggS1evDgtpLyKIqvyiFTpOrsUFoO5CkJACPRqBGLIqltvvdX23XffFKeikFUMbuJnNm3a1KIbZEdghs5HH/+42fXXp/rrpAcgcN99ZtmPK3ymlWZZ9YDCk4pCoBSBGLLqnnvusb322iu9sShkFT4GX7Nx48ZUt+yJyKosGjoXAkJACHQPAjFk1dSpU22fffZJ2/OikFWQaAsXLrQNGzYEwRNZFYRFQiEgBIRAVRGIIasee+wxGzJkiEFSEURWdWIRZcmqhquuKiGqGs8+ZwuiqhxZxZf4dO7SQcScjltDVr3zzjv261//OpeCLtuFAF+n+6CfyKp2QaibhMC2hEAMWYVjvuiii9JsF4WsomPHXy1LxE2Y0LJPk7dvffpY/V/+pV243Xb2xcwAaJoJnRQfAfYRO/nkzT7Ly3bgwOLuxVV8VKWhEKg6AjFk1fPPP28XXHBBqluRyCr8TGeQVaRxxRVXpJsup5nViRAQAkJACHQIgRiyaubMmUl/xr94LxJZxYfenUFWyc90yIx0sxAQAkKgLAIxZNUbb7xhP/7xj62mpiZJR2RVWTi3/gcnq+pvu71kgKhp1KggUVWOrPryl79sJ554os2aNSuoRAxZhbM9/fTTrU+fPsnfgAEDDOIqFJAfd9xxW3QAn3nmmfR+0uE6G7iPdP0Zt99+e/bnbet87tySMtWeVdtW8So3QqA9CMSQVfl0i0JWjRkzxk458khbc/DBpW1b375ml11mD9x2m2233XZJG5/PQ/a6kp/IxuV8a+LjU/Bj2YHOSn4nnz7+acSIEVv4t7xe2+w1e1rlZ1lBWGkfq222yJWxbQuBGLIqn+OikFX0ZY488kibPn16XsXkOnZmFb7A+xoc2+pvQGjx11bI+wmus4H7s8/jPJtmvo+V/S2bTvY8m4dQnyz7zF7ts7Kg6VwICIGqIBBDVuUVKQpZ9b3vfc8OP/zwkqVws7rGzqzKttEhP5P1G6E2PPtM0tra/kv+/rwP8uuQ/0MW44eyz9C5EBACQqCaCMSQVXl9RFblEenANeRT3fz51vzZHdLBv6b99rNNa2u2mqz65je/2W6yyjtROC0G9phZhRMLdX584C//m8u9A8cx65hXrFiRpOcOMx+/AzAW81ZmHviX6RzLbOJZTOWllRAQAl2BQAxZRdt52WWXpY8vCll1xZAhthpiKtuujRyZzrr5wx/+UJGsyrf7eT+RZrr1ZGvie9xsZy/G7+CTsvfkdeiV16FZVpod3CtNQZnueQjEkFUvvviiXXzxxWnmikJW0Zf52te+1iGyyvsvfDlPv8b9DMd8QJYnlsrF8fvdr/i196G8f5O/33/3gUG/Lhef+4mb7Wd5nng2IX9NfPmxPPK6FgJCoKsQiCGrXn311aQ/U7SZVZBVRxxxRIfIKm+Dy/kZ/EN2HIzrbJueLZf29l+yaYTOXUf3Gx4HeSW/53F1FAJCQAh0FwIxZBWTdXgH1syqLiglyKrGk07aPPi3/fYJeeUzrkLH2gXTrOaGPlb7pxNTjdavX598Sd7U1JTKsieVZlbhJNnUmCN/kFXemfLOGOm5czv22GO3cLj8lu8oYTj8+b3530P3ZPXu0ecM4vqgLl+pKwgBIdDrEYghqyZMmGB77rlnilUhyKozztjcntGuQVpdfXWqIycxZFXWJ/jNIVlbv4Xiu7/CN2X9TMjH5GWh9Pz5vf6Y35OMPawUhIAQKDQCMWTVxIkTbZdddknzURSyimWZ+GtsbEx1y55UmlnlvoB2nnPadwbquOY8G5CzSgT9n/xv2XghH0HfyH0N6TAIme0vZe+nX5VfjSJ7fzYu58RnkDObXvYZ2XO/NyTz33QUAkJACHQ2AjFk1eTJk61///7pagdFmVmFb8DPNDQ0BGGpNLMqxs/gN/A7HvyebLvOby7P91+Ilye38v0XTzt0DPkRfxb+pZLfC6UpmRAQAkKgmgjEkFX0eb7whS/Y8uXLE9U0s6oTS6j+0UdLBgAbrr2u7IwqJ65CZNXDDz9sTzzxhK3ma+hAqERWZTs5TlblkyEOnS1+j3Wg2Q5e9tzTJq18B85/69FHNqt3ooojA70KQkAI9HoEYsgq9h5cs2ZNilV3klWL5803Y0ZNpj1r6N/f7O23U/38pBJZ5Z2kbOeNe/EnPujnaXHcmvjuX/IdOZdn0836nXLPyMbv1ecs/Td4cEn528SJvRoSZV4IFB2BGLKKL92zfqYoZBV9GTZLXrZsWRDmSmQVN3m7T/vOOf2XfMi2/R4/H4frbLzs71k/wrl/8JeN09Z5qB/l8dv6jTjlnkc+8v7V09RRCAgBIdCZCMSQVfX19YmfaW5uTh5dFLLq2WefNfzk4sWLg5BUIqu4yf1GW34mm3g5X+Lp5PsvIT+Qj5NNP3vuzyLtbMj2t/y52d91LgSEgBAoEgIxZJX7GZ+0I7Kqs0qwttaad901HQRKlv+rq28XWbXTTjvZsGHDjI0sQ6ESWcU9OC2mBJ933nnJzKpQOi4LOVA6T9kvAbPX7jTznahyHS5/To88MriX3e+DGQjsX6UgBIRAr0cghqxatWqVzZ49O8Wqu8iq92a9a5sOPiT1URBWt/7t39pz06alumVPKpFV2Y8isveF/Am/x8bP3p/tyMX4HX+Gr+vOMf8lY1bXXnm+ZIlZv36b7QD/pv2reqUpKNM9A4EYsgqi6t13300zVBSy6uCDD7a99947IaxS5TInMWQVPoG2nI/h6NOEyKqsr6g0aBf6nWf4Ek/+vKwf4Z5ywf1Ovk/k8V03ytHT9GcRJ+vz/B6OIT2zv+tcCAgBIdBZCMSQVWvXrk36Mz6IWBSyavTo0ckKFlOnTg3CEUNWebvflp/JJk67nu9fZNtyb/fpuxDyfiJ/nU07f066WZ+R/51r+YsQKpIJASFQJARiyKp169bZe++9l86UFVnVWSXIEkr+tXrfvlb34oyKRBWzq0Izq6ZMmZJ07BjkDIUYsor7cJTeMeLIdShknWv2dyeouDfrJGMGDbPp9OjzsWM3lyvlm1sqq0fnTcoLASHQIQRiyCra3f322y99TneQVesXLbZN/7R7SVv2+g9/mHyJyEtAKHQHWeWdN3wSIdvZi/E77rOyvo7zfIcylN9eJWPPxex+ZQ8/3Kuyr8wKgZ6EQAxZNWnSJBs0aFCaraKQVcyqYrWIpUuXprplT2LIKuJ72+59muzs3fyHcpUG7fAvpON+xn2L93PwGX7Os/33PGHlctJqy8eQHnGy92efUa4PVikfWRx1LgSEgBDoCAIxZNWDDz6Y9Gdo+whFIauefPJJQ7eFCxcGIYghq7ixLT/jCbv/oE2nHffQVv8lH4d7+XMf5L+XO8b4gpg45dKXXAgIASFQDQRiyKrHH3/cDjzwQPPxKZFVnVEyudk3jeedH0VUlSOrWHeXFwH/ciWvYixZxX04Xvas8s5S1rF6uqGOEvGynS93wjhD76Dl08p3GD39Hnt87rmSwV0bOFBfoPfYwpTiQqDzEYghqx555BE77bTT0odXm6yqmz/fmvbaa3NbBknx8MPJ+u605eX2EukOsirf2cLH+KBke/2O+668v0oLpLeeZPdhPPnk3oqC8i0ECo9ADFk1bdo0O+WUU9K8FIWsot1uy8/EklVkjHTwEfRZIJPwDStXrkyO2fY970dSUDIn2QFH0rr//vvbXPrPn0k/JxTa+j3rx/xe92een2x/y+PE5MPj6igEhIAQ6AgCMWTV9OnTk/4My5sTikJW1dbWtrk3YixZRZ5CfgZZPmTbcH7Lt9f5dj/vI/x+7+Pk0/dr78Nwf1sh//y24uo3ISAEhEB3IBBDVr388st25plnpkubi6zqjJJizwefVbX99rZpbU2HyKojjjjCTj31VHs7sI8I6raHrOK+co4MB5jtKJVzjNl4obToxG0ze1bx5fn2228uV8oX8kpBCAgBIdCKQAxZxYa/2Y5OVcmqtTXGkrTun5o+/b/Tduz444+3b33rW/bqq68Gy7MSWeUdrewgIQnhJ0Kdr0rx+SISP+RfHGaP/pV7e/xOuecGM92bhBMmpHaR+DotBdibSl957UEIxJBV+Bk+dPNQFLLqu9/9rp1wwgn2wgsvuGolx/aQVfRRvD/y/PPPJ8RV1l/4ebZfU/LQwIWnR9qhUOljvLb8TH7Q0tN3f1YubX7P+1e/V0chIASEQGciEENWeX+mdcuqwpBVY8eOtaOPPtoYCA2F9pBVWT9Tzi+432Cp97b6L/Sz6Bfl2/NybX82D/6Mcjp4XPcnfq2jEBACQqBoCMSQVXxEzTu1740osqozSnHYsHTQp/Hsc6KJqnIzqw466CA79thj7c033wxqV4msyjo2HCEzqwjlHFk2PvFwiDhd5NmQjRfqfIVk2ft7zHmIqBo3rseoL0WFgBCoDgIxZNX7779vDMh5qCZZ1XjSSalvavr0p235Y4+7Gnb44YfbkUceaS+99FIqy55UIquIG/IpIZmnG/otJPP4eZ+SvyZeVpb1UZ5GOX/mv/fa4+rVpUsB4vcUhIAQKBwCMWTV3LlzbfLkyanuRSGr+IANX5PvT7iilciqbPtN5xV/gSzU1nuabfkU4mR9Ruie0P3Z52XP/f62yCr6YfkP+bLxs3n09EIy/01HISAEhEBnIxBDVi1YsCDpz/iKDEWZWcVHEYxbsXxUKFQiq7LtbcjP8DFdiGwK+QJ/ftbPZNt7/51jDFmVTSd7b/485LfycXQtBISAEOhOBGLIqsWLFyfLujJjliCyqqMlxuwnn1XVp0/0XlUQVeXIqjlz5tj8+fPNCymvYiWyyp0ujsvJKo58nY5jzYeQs8U5Zr9KzKbJ/X5NPEJb6eefV+hr9u7Iz6jSEkmFLjIpJwS6C4EYsuqWW26xPfbYI1WxWmRVw7XXlfimhbf8zhYtWZbqMW/ePPvwww9LZn2lP5pZDFmVb/fxJT4LKpuWn29t/HwnrZLfyf/Oc/GDoZlerlOvPmbeXUxkVa82BWW+uAjEkFUTJ060nXfeOc1EUcgq+jL4muysr1RJs2Tgk5lQn//857PiknPacPojDJRyzpE2nfNQQF7uN+JX8kN5P5b3K36dfUa+z5TXK68T8bO+Mn8/8eW38ijqWggIga5CIIasYrlU+jPenheFrIJM4oONdevWBeGpRFZxE21uW34m32a7H0AeCsizbXjerziBlY0TSifvO0JxkMXGK3e/5EJACAiBrkYghqxi+wz24F2+fHmijsiqjpbK2LHpgCDLLTkJFXusXTDNnM6oLgAAIABJREFUam7oY7V/OjHVBAe4evVqY7p1KFQiq7jHnagvh8ERRxkKyLPElMfB0Wbvzztk7/B5nPzvnk6POUJUZTedZyBPRFWPKT4pKgSqjUAMWfXee+/ZlClTUtWqQVbVvTijpC2ru+gim/3+vBKyir0+Vq1aZfX19alu2ZMYsor4+A/3AXk/E/ItbcXPPp/zfGcPWSW/k/d9lTqC+Wf2muvchzamZQB7TdEroz0LgRiyioE6/JGHopBV9GXwM3V1da5aybHSzCqPzEBc1s9wXS7kB+3wGcOHD098h9+T9UNZ0ij0O8/N92/yfibbh/JByPw92TyEnpn9PZue66SjEBACQqCrEIghq/j4gP5MQ0NjokZRyKo1a9Yk+xeW8zMxZBUZyrbBtPtcZwNtetYP5dv4fNx8/yPrd/Lph/xGSJZ9RvYcXfP6Zn/XuRAQAkKguxGIIasWLVpkU6dOTSftiKzqaKn165eSVQ033dwpZNXuu+9uhx56qL1S5kvnGLLKs0UnzZcBdJmOAQTo5IuoCgAjkRAQAuUQiCGrmpqaSj48qAZZ1TxgQOqXmkaNsnXrN2xBVg0ePNiGDh1qz5XZiy+WrCqHjeQFR4CPM3xm1W67FVxZqScEei8CMWRV3s8UhayCJNp///2NgdBQiCWruJeBOwbjIIq2NjAjgP6QghAQAkJACGyJQAxZxR4i2Q+pi0JWHXXUUbb33nsnS0dtmTOzWLKKezviZ0LPlkwICAEhIARaEIghq9zPaM+qzrCaJUs2D/b06WOb1tZ0Cln1gx/8wK688spkSnNIza0hq0L3S5ZBgK/JM7Pj0sE7zajKgKRTISAEQgjEkFV8ecdgnYeuJqvq75mU+qXmz+5gm5YtD5JVF198sV122WX27rvvumolR5FVJXBsexfjx6d2YiNHbnv5U46EwDaCQAxZNWnSpGSwzrNcFLLqqquuMnxNuT14t4as8rxt7VGDj1uLmOILASHQ2xCIIasefPBB40M32lRCUciqX/3qV3bBBRfYzJkzg8W2NWRVMAEJhYAQEAJCoMMIxJBV7D140EEHJXtV8UDNrOoI7NOmbR7s6ddvq4mqcntWVVJJZFUlhCJ/Z+YaX5T71+V+FFEVCaCiCYHejUAMWUWc0aNHp0B1KVm1tsYgqLxN89m+oZlVqUJlTkRWlQFmWxDzkUZmVrhddtm2kCvlQQhskwjEkFUPPfSQffWrX03zXxSyKlWozEk1yCpmYt14441lNJBYCAgBISAEYsgq4tCf8T3Vi0JWVSo9kVWVENLvQkAICIGuRyCGrHr22WeN2bIsIU4QWdWRcrn++nRQkC+TY/epysYL7Vl17rnnJktdsAZ9KIisCqGylbKrr95y2T/IKg3abSWQii4Eei8CMWQVGxH7JpEg1ZVkVcO116U+iaUA3deEyKoLL7zQfvzjH2tmVW80X/ycf5zB8rfsX6UgBIRAIRGIIav40j3rZ4pCVrFs30UXXdStM6sKWahSSggIASFQIARiyCpIKvyML89UFLLqmmuusfPPP18zqwpkT1JFCAgBIZBHIIas2rRpU0JQsbw5QWRVHsWtuc4uH3fGGenAoA8QxhxDZNXAgQOTLyRfe+21oDYiq4KwxAlZunHYsM0DdT5gt8MOZmX2bolLWLGEgBDobQjEkFXLli0r2X+wK8mq5l13Tdu2uhdnpD4pRFYxxfrLX/6yPf/888Fi08yqICw9X4gPzO7POG5cz8+TciAEtmEEYsgqOnMvv/xyikJRyKrDDjssWc7jiSeeSHXLnlRjZlX2eToXAkJACAiBLRGIIatWrlyZ9Gd8ELEoZNXxxx+fLE/IDKpQ0MyqECqSCQEhIASqi0AMWbV69Wp79dVXrb6+PlFOZFVHymjMmHRg0MaPTwcGY0gqjxMiq2bMmGEQVevWrQtqJ7IqCEtl4YQJZttvv7nMnKhi2b/VqyvfrxhCQAgIgQwCMWTVrbfeavvuu296V1eRVXWz30vbtuysKnxNiKxibfdXXnnF1q5dm+qWPRFZlUVjGznHzw0cmNqJ8ZEGSwIqCAEhUFgEYsiqe+65x/baa680D0Uhq+jL4GvofIaCyKoQKpIJASEgBKqLQAxZNXXqVNtnn30Kt2fVrFmz7KWXXjLItFAQWRVCRTIhIASEQHURiCGrHnvsMRsyZEgyowrtRFZ1pIwGD9486HPffZ1GVrG+Oh27hoaGoHYiq4KwlBcyYypbVk5SQVxBYCkIASEgBNqBQAxZ9cwzzyTL7XnyXUVWNVxzTeqPGi+5tMQfhcgqOnWsB+xfrrh+fhRZ5UhsI0dmVGWJKvzgffdtI5lTNoTAtotADFn1wgsvJMvtOQpFIavoy+Bn6urqXLWSo8iqEjh0IQSEgBDoFgRiyCo+cGP5cG/PizKzas2aNQlR5XrlARRZlUdE10JACAiB6iMQQ1a9+eabdvnll1tNTU2ioMiqjpTTyJHp4KBdf33J4KDPnKp0DM2sGjFihJ100kn21ltvBbUTWRWEZUshg3PHHbe5jJyk4gh5xe8KQkAICIF2IhBDVuWT7iqyqmn4iLStq3/q6RJ/FCKr2LySpTP46j0URFaFUOmhMva/7NcvtY9kvyrtz9hDC1Nq9zYEYsiqPCZFIau+9a1vJRslP1dmmW2RVfmS07UQEAJCoPoIxJBVea2KQladddZZNnr0aCu33KzIqnzJ6VoICAEhUH0EYsiqvFYiq/KIbM01y8c5ATJuXMngYCWSyn8PkVWDBg0y1nnXnlVbUxiZuCxrdPXV4SX/mE01fnwmsk6FgBAQAu1DIIasevzxx20s+xu2hi4hq9bWpPsQNX92hy18UYisGjp0qPas8kLZlo8MEouo2pZLWHnbxhGIIauefvppY8DOQ1HIqsMPP9zwNeUGEUVWeYnpKASEgBDoPgRiyKoXX3wx6c/4DKaikFV8eLf//vsbpFQoiKwKoSKZEBACQqC6CMSQVexX9aMf/SjdpkJkVUfKiC+Tnaw67rgtBgidkGrrGCKrKqmkmVVtIMSyRrvttrlcvHw4MmBcZt38NlLUT0JACAiBIAIxZFW19qxyX9S0335b+KIQWRXMUEaomVUZMHriKR9tjBu3pS/Uxxo9sTSlcy9GIIasKuqeVZWKTWRVJYT0uxAQAkKg6xGIIauKumdVJXREVlVCSL8LASEgBLoegRiySntWdWY5sN+RkyGDB28xQNgWSeW/lZBVLNUzbZo9cNNN9uCDDxp7V4WCyKoAKtOmbbkfh5fNsGFmb78duEkiISAEhED7EYghq9avX29LMkuOdsnMqrr6zTOrdtxxC18UIqsmT55sDBQuW7YsCIDIqiAsPUP48MNbzqbq21d7NPaM0pOWQqAEgRiyasOGDSV+pigzqx566CG7//77bdGiRSV58guRVY6EjkJACAiB7kMghqzauHGjLV261JqbmxNFizKz6tFHHzX6LPPnzw8CKLIqCIuEQkAICIGqIhBDVtXW1iZ+pqmpKdFNM6s6UkQQJE6I7LDl0ktOSJU71s2fb/W/vsDqh/Sx5h0+tTmtPn3s1H32KbuXiMiqTKGxxBFklJdD9sjSR9pAPgOWToWAEOhMBGLIKjb+nTNnTvrYriKrmnfcsaUd7Ns3iqzae++9k2Uznn322VS37InIqiwaPeScmcPZ5YndH7JHY5k9Y3pIzqSmEOi1CMSQVWvXrrUPPvggxagoZNXBBx9s+Bq+lAwFkVUhVCQTAkJACFQXgRiyat26dUl/xgcRi0JWsV/VnnvumXyAF0JNZFUIFcmEgBAQAtVFIIas4iPvuXPnWmNjY6KcyKqOlBEDQz4Y1KeP1T/wwBaDhFmiKiGnbrvdGk87zZp33bXk3mw6nL/3ne/YqlWrgtqJrLKWmVJjxoQxZF8q9qxiGSQFISAEhEAXIRBDVrE80/Dhw1MNuoqsYvk/9yOb1taU+KLQzCq+eH/kkUeMl4BQEFkVQqWgMt5FWJYY35d5JzFmU+ELFYSAEOixCMSQVVOmTDGIIQ9FIav44v3hhx8umfXlOnIUWZVFQ+dCQAgIge5BIIaswhfRn+HLd0JRyCr2RGSJwoULFwbBE1kVhEVCISAEhEBVEYghq4hz2GGH2cqVKxPdRFZ1tIgys3qaRo0qGSCEqKp/6mlrPO98ax4woHQQKTuglD/v29c2vvWW+ZcreRV7NVnFUomhL8fBkIE57UuVNxddCwEh0EUIxJBVxBkDsd4auoysGjUq9TH190wq8UUhsoplo/jzL1dcPz+KrHIkCnwsR1LhD0eONMNfKggBIdCjEYghq/j4gM6dh6KQVfgYvpIs52dEVnmJ6SgEhIAQ6D4EYsgq4tCfKRpZxfKE+JmGhoYggCKrgrBIKASEgBCoKgIxZBUr/hx99NHppB2RVR0touy+VR//uEFYNR00NPlLyJM8ERVx/fLnPmfnnXeevf/++0HteiVZxRJG5WZSgekZZ5hl9oUJAiehEBACQqATEYghqxik844dj+4qsgqCymfVNA0fUZGsOuuss2zs2LE2a9asICIiq4KwFEPYFknF7CreSxSEgBDYJhCIIavwM5s2bUrzWxSyir4MvuaVV15JdcueiKzKoqFzISAEhED3IBBDVuX9TFFmVl122WV2+umn2/PPPx8ET2RVEBYJhYAQEAJVRSCGrGKyDv0Z3xtRZFV7iujtt82uv97suOPMfJ+QCBLKBxI5sr9I40knWcNZJ6QDjMnvffvaETvvbCNGjLBXX301qF2vIqsmTjRjv41y+EJg6evxoJ1IKASEQNciEENWzZ492+69995Uka4iq5jJ2/zZHdK2sm72eylhFZpZdcABByTLRj1XZi8jkVVpkRXnhA8yQsv94R8hqfgNIktBCAiBbQaBGLKK/aruvvvuNM9FIatGjhxp+Jpp7PEbCCKrAqBIJASEgBCoMgIxZNWHH36Y9Gd8BlNRyKpjjjnG9t13X2OGcSiIrAqhIpkQEAJCoLoIxJBVLOfK+Jp/6C2yKraMIKhYfo6l5soRJ7Hyvn2t4aabre7FGdb86U+VpnfZZckmybwQeCHlVdzmySrWQoYM7NevFJssvhCFZb7UzOOlayEgBIRAVyAQQ1bdcsst1r9///TxXUlWNVx1VdpmZpelDZFVbF45b948Y/mMUBBZFUKlm2T+/pH1gX6+ww5m48drj8ZuKho9Vgh0NQIxZNXEiRNt5513TlUpCllFXwZfwxJNoSCyKoSKZEJACAiB6iIQQ1ZNnjzZ9thjj2QJcbQrClm1YMECmzNnjq1bty4ImsiqICwSCgEhIASqikAMWcV+6oMGDbLly5cnuomsiikiSJGtJan69k2WAmzeddd08LAiycUMotraZCNiCqi+vj6o3TZLVjFDqtxX4wzMUQYs96eZVEG7kFAICIHqIhBDVvGFCOvveuhKsqpu/vyS2VUN11yTzK4KkVXLli0z/urq6ly1kqPIqhI4uueC2QjsPeXEVPYokqp7ykRPFQJVRiCGrFqyZIk9/fTTqWZFIavoy+BnsksUpkqamciqLBo6FwJCQAh0DwIxZBVtOf0Z34OwKGTVihUrbOnSpWU/8hZZ1T02pacKASEgBLIIxJBVtOfTp09Px6dEVmURDJ2zRBLL62QHiSLOG88+J12CadOy5clMqraIq6ad/k+6fM9OO+1kw4YNs5kzZ4Y0sm2KrGIWFUv9lRuQA2tf3kh7UgXtQUIhIAS6B4EYsgoyqKamJlWwK8kqlgJk1m7qr/r2tfqnnrYQWbX33nvb/vvvX0KkpUqamciqLBpVPscnDhy4uRyz7xzMOGbmMb5TQQgIgW0egRiyio/bsn6mKGTVwQcfbPiaxx57LFhOIquCsEgoBISAEKgqAjFklfsZ30ukKGTV6NGjbc8997SpU6cGMRNZFYRFQiEgBIRAVRGIIatYZpZZsu5nRFZVKiL2RMoOFOXPIVlYguftt41ll7Jx62+7fTNhVVefnDcdc0xJHOI3f7KPbZpyTKrJlVdeaddee60xrTkUtgmyitlqzJJqiwhkUE7LG4VMQDIhIAQKgEAMWUWcMfiR1tDVZBWEFfshpr7ok5+0+u9+1+ZPus8WLVnmatg111xj48ePT5bOSIWZE5FVGTCqccpeU/i7csvfDhtmdt991dBEzxACQqBACMSQVezV8dWvfjXVuihk1XXXXZf4mnfffTfVLXsisiqLhs6FgBAQAt2DQAxZRRyIId+moihk1c0332z/+q//am+++WYQPJFVQVgkFAJCQAhUFYEYsorZu0cddZStWrUq0U1kVaUiGjdu86AfRBUDSWPHmj388BZfNjODqnnHHTfH56v2Bx5ICauSL95zpFfDWftU0iT9vceSVcyM4ovw3XbbjFEOh2SAleUQJ0xI86sTISAEhEAREYghq+655x5jk3kPXUlW1b3+hjWedpo1f/azwTZ2zRVXuhoVjyKrKkLUORF4l2APxpAvRMZvzPBWEAJCoFciEENWQfp86UtfSvEpClmVKlTmRGRVGWAkFgJCQAhUEYEYsurRRx9N+jNFI6sqwSSyqhJC+l0ICAEh0PUIxJBVLGl+xBFH2MqVKxOFRFZVKheW2oE4ufpqM2YDtRH4op0ll/L7WzWed741/OQn5QejfJCK/SnM7IILLki+EGFj4lDoUWSVE1SVZqix/wbEoPajChW5ZEJACBQQgRiyiqWZ5s+fn2rfFWQVH0U07bdfZR+Dr2n1Yz/5yU/sqquusvfeey/VLXsisiqLRief4+fwd+VmUTHjmI9i5A87GXglJwR6HgIxZBVLZmT7DEUhq37+85/b5Zdfbm+99VYQeJFVQVgkFAJCQAhUFYEYsmr9+vVJf8aXZyrKzKrf/va3dumll9qrr74axExkVRAWCYWAEBACVUUghqzasGFDsrqc740osqoTiwiyaos9Q5yIyh2bho+whmuuKR1cZOBq9Wrr37+/jRgxoqzTLTxZxVfgDMSV23MjiwVfjWtpo060QiUlBIRAtRCIIavo3C1evDhVqTPJKj6OaDpoaKkfYWnZz+6QzLBquPhis098ovT3gw9OdBkyZEiyN+JzZWbtiKxKi6xzTmL2Z2TWMbOPWRJQQQgIASFgZjFkFZ27RYsWpXgVhayiL3PAAQfYtNaP8VIFW09EVuUR0bUQEAJCoPoIxJBVGzduTPozRSOrjj76aNt3332N5XBDQWRVCBXJhIAQEALVRSCGrGLm7pIlS0xkVReUjZNVPsOq+W/+pnSQsJWkaTzuONu0tiYhthpHHFga5+STjReG6dOn25o1a4JaFo6sYmCNDeFPPtmMGVJZMip07gNyzLpSEAJCQAj0UARiyKr//u//tgEDBqQ57Ayyqm7+fAvtf8gegCwDWP/oo6mPYdZV8//+36Xt8lNPGS8MzzzzTLomcKpg64nIqjwi7bx+++2292fs27fFd5YhDdv5VN0mBITANoJADFl111132W68W7eGopBV9GXwNXwZGQoiq0KoSCYEhIAQqC4CMWTVlClTbK+99jJIK0JRZlbNmDHDnnjiCVu6dGkQNJFVQVgkFAJCQAhUFYEYsorlZvfZZx9bvnx5optmVnViEWXJqrrZ71lz//6lA4RO3PTta40nndSyn9XMe635031K41VYbrDbySpIJmZDXXaZGZu+e77aOtKJZlmjCnnrxOJQUkJACAiBLkUghqxio0iW3PPQUbKq4drrkplTldrd5gED0v0SN0x/zhqzhNWnPlVxX0CRVV5i7ThCPOHvyi3zh69kb0bNomoHuLpFCPQuBGLIqhdffNEuueSSFJiikFWpQmVORFaVAUZiISAEhEAVEYghq1hmj/5MXV1dollRyKpKMImsqoSQfhcCQkAIdD0CMWTVrFmzkm0q2EaDILKqE8vFySo2uW/ecccoEqf573aw+v1Lyao/ffazdsIJJxiFFQpVJauYNcXyHRBTI0fGzZxy0or4DMZp341QMUomBIRAD0cghqzKZ7G9ZBV+heVjK5FU/nuWrFq3foN9NO6iLe6d/ZnP2Ft33plXMbkWWRWEpbyQDzjOOKNtH8leVMRhtpWCEBACQiACgRiyKp9MUciqb3zjGzZ69OhktYi8jlyLrAqhIpkQEAJCoLoIxJBVeY2KQladfvrp9tWvfjVZmSivI9ciq0KoSCYEhIAQqC4CMWRVXiORVXlEOnCdLP/3wAPGUkw+YJgc+/a1hv/4j2Q2VYncSZ3A8YYhQ+z9qVOD2nQJWcWX4JBSkEsQU+wl1dZX4QGdkyUAGYhj0I79ORSEgBAQAtswAjFkFQONZ9Autob2kFUs62csFxdod5v2288aL7m01L/07Wt1L85IZ1ZBVi274qfB+5M00S+3T5LIKi+xMkdf/hZfmff52XKi3IjDUrnyi2XAlFgICIFyCMSQVU8++aSdeuqpaRJFIatOOukk+9rXviayKi0ZnQgBISAEiodADFnFHrf0ZzZt2pRkoChk1ZlnnmlHHHFE2b0RRVYVz96kkRAQAr0PgRiyaubMmXb22Wen2yGJrOpEO2m45potBgPZ6D47aLhp2XJLlnHaddct4oYGIhMZywWxHxQk0mWX2WtHHmmnbLednbPXXi0EEyRTzB+DZaQxblzL8n2xS/hlB96y5wzQMXvq6qu1vF8n2pGSEgJCoGcgEENW3XHHHckG856j9pBV+f2pmkaNsvrbbk/3peJDiaaDhqY+BV/kM305QlatPuXb6e92441mLM2ab88zs35EVnmJtR4hp/gQw/1nFrv8OXs3+ocbuWR0KQSEgBDYGgRiyCraazaY91AUssr1KXfUzKpyyEguBISAEKgeAjFk1UMPPZT0Z4q2Z1UllERWVUJIvwsBISAEuh6BGLJq2rRpNmzYMFuxYkWikMiqzioXBqZyA1Ysw8TeVdlBw+x5/VNPW+PRI635k6XLAObTKcQ1xBTkFmQXA3Za2q+zLEfpCAEh0EMRiCGr2CDyjTfeSHPYHrIKXwFhBQlVN3/+Fj6lnhm9rf6HpQKzfsbJqg0ZMgtl7vrd7+y144+35k98Ir3X02A/pZe+/337P9ttZwMGDEh171Un7M3IBx7sPTVw4JYY5fx9MhOZuMxSVhACQkAIdBICMWQVnbrXXnstfWJRyKpJkybZxIkTbf78+alu2RORVVk0dC4EhIAQ6B4EYsiqVatW2euvv25NTU2JkkWZWTVlyhS7/fbbbc6cOUHwRFYFYZFQCAgBIVBVBGLIqjVr1iTjZg0NDYluIqs6WkR8bc3sotzAVTJguGz5FoOG+UHE2gXTrOa6PlZ342Fm++yzRTr5dKtyzcCciKmOWobuFwJCYBtHIIas2rBhg0FYeWgPWZX3GyXXa2uMGbyJb2D5vwCZxcyq+r/7u5Y4tO+Gu9kn+UJyBkQXy9TlfBjXtX362OS//uuWDxRyywR6fraZIx9gTJjQMiMqP+ssgE2CF1jyAYf2oNpmzEAZEQJFQyCGrOJL92XLlqWqF4WsOuSQQ5IZX48//niqW/ZEZFUWDZ0LASEgBLoHgRiyqra2NunPNDc3J0oWhaw68sgjba+99rKpZbbPEFnVPTalpwoBISAEsgjEkFUsMwtB5R9FiKzKIri15wxuBb64bjz7nIoklQ82JmTVDX2s9k8ntgwIZgbF1v/4xy1fdjMYBiEGgTRsmK3accfgwGJosHELGcsTkc6YMS2DbCzh50sIaj+NrbUAxRcCQqAXIxBDVvFl+Ve+8pUUpc4mqxrPOz/1B/nl/9zPrFuxMo2TtP1mdu+999r9999vS5cubdENf8YSd/iIjB8qOYfEYRYxM4568uxafB7EFL4Vfxi7PyPxWJKXvR1FUKU2rRMhIAS6DoEYsgrS50tf+lKqRFHIKvTC1yxcuDDVLXsisiqLhs6FgBAQAt2DQAxZ9eijjyb9GUgrQlHIqkceecTuuece+/DDD4PgiawKwiKhEBACQqCqCMSQVU8//bSNGjXKVq5cmegmsqq9RfTKK1sO6vXtm+xH5QOEMccSsoov17ODhCwpFAi33XabfexjH7ODDjoo8KtEQkAICAEhUA0EYsiq3//+93bwwQen6nQmWcUsKmOJ1j59rHnXXUv2sMr6H2ZWpb4FssUs+WLFv1pJlfOTiRNt6aBBm+/J+qXsOeSNz8L1Dx+KQuLQmYaUgljyfabaIuKy+fJzPkbBD0POsSygghAQAkKgygjEkFV8eHDAAQekmhWFrOILfPyMf4mfKth6IrIqj4iuhYAQEALVRyCGrIL0YS+Rou1ZVcnPiKyqvj3piUJACAiBPAIxZNUTTzxhw4cP155VefC26po9m/r2LR3I2357q3/00egZVT6QWEJWoUTmC++N++0XVEtkVRAWCYWAEBACVUUghqzKK9SZZFV2VlX9PZPK+h/IqnRvKmbVmtm//Mu/2AUXXGBvlyGX/vCHP9j/t912dhXLB7JM4NYSPU5kQfYwg4k/iCOfyctxa5cWhDDy+0nL0yVPrTOPt/DNTjzFHJ14e/hhM800zpuuroWAEOgGBGLIqrxaRSGrLrnkksTXZPfTyuoqsiqLhs6FgBAQAt2DQAxZldesKDOrfvazn9m5555rM2bMyKuYXIusCsIioRAQAkKgqgjEkFV5hTSzKo9IpWsGyPKDXgzKzZ1bdqDQianQcQuyiq/eW9Nv/Ku/CmojsioIi4RCQAgIgaoiEENWvfXWW3bnnXemenUaWZXZq6p5wIA2/Q9k1YaDhrb4ltY9q/bee2/bf//97dlnn011y55AVm233XY2YMCAzWKILZbPw09lPqxwn9VjjoMHtxBwkF0QU2UIu80Z15kQEAJCoHsQiCGrZs+ebfQNPBSFrGJWMb7msccec9VKjiKrSuDQhRAQAkKgWxCIIavmzJljd9xxh/nG90Uhq0aPHm177rmn4U9CQWRVCBXJhIAQEALVRSCGrGI5V1YM/cvZAAAgAElEQVQl8hm8Iqu2poz4QjxPVDHo1fp1eIiMqiTbgqzKk2GBpYdEVm1NoSmuEBACQqBrEIghq2655Rbr379/qkBnkVX1t92e+qOGa6+rSFYt+bdrW+JDMpklmyTzAlBXV5fqlj0JklXZCJz7TCef5cTeivjEvJ/sjmtmPzNTCmINUooZWT15n6089roWAkKgVyAQQ1ZNnDjRdt555xSPopBVK1asSHwNGyaHgsiqECqSCQEhIASqi0AMWTV58mTbY489bMOGDYlyRSGr2Ntk2bJl5ntp5ZETWZVHRNdCQAgIgeojEENWsQfhoEGDkr4DGoqsii2nzIyndCCOpYcySwVVIqZCv29BVj33XOlAH19954LIqhwguhQCQkAIdAMCMWTVvHnzSr4q7yyyqollYtmr6rM7lN2ryn0OM6tmvz/PNuKzWNLPmEz0tr3zzju2fv36IHJRZFXwzlYhxBAEET7Ml+vjyPN9yb6tJbb8Po7sQ+XpsjSvLw+4tUsLtpUH/SYEhIAQ6GYEYsiqBQsWGPE8FIWsYsYXvqampsZVKzmKrCqBQxdCQAgIgW5BIIasWrx4cdKfaWxsTHQsCln1wQcfGKtYrFmzJoidyKogLBIKASEgBKqKQAxZxYcH+CP/yE1kVaUigozia/H8l+HMssoFHxjcmuMWZFVtra392Mc2P49N63NBZFUOEF0KASEgBLoBgRiyiplLa9euTbXrDLKq7vU3Uh/BvlWVfI6TVYuWLEv1aNcygOndOhECQkAICIFqIBBDVuX9TFHIKi0DWA0L0TOEgBAQAh1DIIasqq+vT/ozzc3NycOKQlb5MoBTp04NgiCyKgiLhEJACAiBqiIQQ1axzCwfuLmfEVnVVhGVI6oCBBLJVBowDP2+BVnFF++77ZYORPpX8Fk1RVZl0dC5EBACQqB7EIghqx566CE7mZm5raEzyKqGq65KfUTdizMq+p4QWfXzn//cfvWrXxlr0IdCh2dWhRKVTAgIASEgBLYKgRiy6vHHH7dvfOMbabpFIat+85vf2C9+8Qt79913U92yJ5pZlUVD50JACAiB7kEghqx65plnkv6Mf/FeFLLqxhtvtJ/97Gf25ptvBsETWRWERUIhIASEQFURiCGrZsyYYaeeeqqtbl0pR2RVuSIqR1SxuXyZECKjKslCZFXzr3+dDkQm+3/knieyKgeILoWAEBAC3YBADFlFe/3FL34x1a4zyKqmg4YmPqJ5xx0rElX4oBBZ1dTUlH61kiqXORFZlQFDp0JACAiBbkIghqyaNGmSDRw4MNWwKGQVX0b615GpcpkTkVUZMHQqBISAEOgmBGLIqgcffDDpz/jG90Uhq9zPlPM1Iqu6yaj0WCEgBIRABoEYsoqP7w488MBkrypuFVmVATA9DRFVbNbOvhhthErEVOj3EFk1/rLLbNNf/EULYdWv3xZPFFm1BSQSCAEhIASqjkAMWbVu3TpjnXcPHSarli1PP2ZoPPucdpNV48ePt9/+9rc2l72lAkFkVQAUiYSAEBACVUYghqxiw/tFixalmhWFrLr++usNX8PeVaEgsiqEimRCQAgIgeoiEENWQVLhZ5wUKgpZdcstt9gvf/lLmzVrVhA0kVVBWCQUAkJACFQVgRiyqra2Nhk3870RRVbli6gcUcUm8RVCiIyqJAuRVTvttJP9epddWgYk2Yw+F0RW5QDRpRAQAkKgGxCIIavYrypLCHWUrKq/Z1JKVnFeycfwe2hmlfas6gaD0SOFgBAQAluJQAxZxfru2SVdi0JWac+qrSxsRRcCQkAIdAMCMWQVH9/Rn2lq0p5V3VBEeqQQEAJCoEcjEENW8fHdvHnzTGRVqKg7QFSRXMygYT5OiKyaNm2aPf/887bujTfMWtdrzKorsiqLhs6FgBAQAt2DQAxZxRd//fv3TxXsKFnFbCrr0yf527RseZTfCZFVrD0/ffp0W7VqVapb9kQzq7Jo6FwICAEh0D0IxJBVEydOtJ133jlVsChkFX0ZfM2KFStS3bInmlmVRUPnQkAICIHuQSCGrJo8ebLtsccexmAioSgzq1566SVjEHTZsmVB8DSzKgiLhEJACAiBqiIQQ1Y98sgjNmjQIFu+fHmim2ZWZYuIWUytg4DJkaX/ImZUeRJ5IirmOkRWeXrljiKryiEjuRAQAkKgegjEkFVsFPlr9iFsDR0lq9L9qgYMiCKq8EMhssr1KXcUWVUOGcmFgBAQAtVDIIasevXVV5NlkFyropBVrk+5o8iqcshILgSEgBCoHgIxZBXL7NGfqa+vTxQrCllVCSWRVZUQ0u9CQAgIga5HIIasYtnw3/zmN7Z+/fpEIZFVXi5nnNEhoopkYsipfJwQWQWbeNhhh9lrr73m2pUcRVaVwKELISAEhEC3IBBDVuUV6yhZZXxE0aePNZ52WrTPCZFVQ4cOtUMPPTSZxZvXkWuRVSFUJBMCQkAIVBeBGLIqr1FRyKrDDz/c8DVPPPFEXsXkWmRVEBYJhYAQEAJVRSCGrMorVBSy6vjjj7f999/fIKVCQWRVCBXJhIAQEALVRSCGrMprJLIKRK6+upSoYnbVffflsap4nSeiYq5DZNWxxx5r3//+9+3dd98NPlNkVRAWCYWAEBACVUUghqxikO78889P9eoIWVX34ozUVzVce12HyKpvf/vbdvrpp9vrr7+e6pY9EVmVRUPnQkAICIHuQSCGrGJJ1x/84AepgkUhq84++2zD17BMUyiIrAqhIpkQEAJCoLoIxJBVtOPnnXee1dXVJcoVhawaN26cffOb37Rnn302CJrIqiAsEgoBISAEqopADFnFuNSFF15o7PlOEFkFKZVd+o/z8ePbVXAx5FQ+ToisqvRwkVWVENLvQkAICIGuRyCGrKK9/uIXv5gq0xGyqv6221N/Vf/U0x0iq1KFypyIrCoDjMRCQAgIgSoiEENW3XPPPTZgwIBUq6KQValCZU5EVpUBRmIhIASEQBURiCGrpk6davvuu69t3Lgx0awoZFUlmERWVUJIvwsBISAEuh6BGLLq8ccftwMOOCAhqdCod5NVr7xivqRSSliNG9fuksoTUTHXIbLqzjvvNDaxpHBCQWRVCBXJhIAQEALVRSCGrFq0aJHx1buHjpBVDVddlZJVm5Yt7xBZde+99xr6L1261FUrOYqsKoFDF0JACAiBbkEghqxasmSJPf3006l+RSGrpkyZYpMmTbKFCxemumVPRFZl0dC5EBACQqB7EIghq9jwntlLjY2NiZJFIasgo+6++26bN29eEDyRVUFYJBQCQkAIVBWBGLJqxYoV9txzz6UzeHsvWbVkiVm/funAX0JWHXdchwoshpzKxwmRVTvvvLMdfPDBNnPmzKA+IquCsEgoBISAEKgqAjFkVV6hjpBVjSed1OKztt8+mqjC54T2rNpnn31syJAhZZfNEFmVLzldCwEhIASqj0AMWZXXqihkFX0ZfA1fSoaCyKoQKpIJASEgBKqLQAxZldeoKGTVmDFjbK+99jJmfoWCyKoQKpIJASEgBKqLQAxZldeod5JVtbVmAweWElWDB5sh70DIE1Ex1yGy6rrrrrNbb73V+FIyFERWhVCRTAgIASFQXQRiyKrf//73dsghh6SKdYSsajpoaOK3mgcM6DBZdfPNN9uECRNswYIFqW7ZE5FVWTR0LgSEgBDoHgRiyKr7778/WTbDNSwKWUVfBl8zd+5cV63kKLKqBA5dCAEhIAS6BYEYsgrShw8QirYM4F133WU33HCDzZ49O4idyKogLBIKASEgBKqKQAxZxV7vw4cPN2ZYEXonWXXyyaVEFTOsyhBDW1OCMeRUPk6IrKr0TJFVlRDS70JACAiBrkcghqxiMO64zKzdjpBVzTvumPiuplGjOkxWVUJHZFUlhPS7EBACQqDrEYghq4jz9a9/PVWmKGRVqlCZE5FVZYCRWAgIASFQRQRiyKonn3wy6c/U1m5KNCvKzKpKMImsqoSQfhcCQkAIdD0CMWTV888/b9/85jdt1apViUK9j6y6/vpSoqpvXzP2ruqEkCeiYq5DZNV3vvMdu+CCC+z9998PaiWyKgiLhEJACAiBqiIQQ1blFeoMsorlAGP8i8cJLQN49tln2w9/+EN766238iom1yKrgrBIKASEgBCoKgIxZFVeoaKQVfRlzjnnHHulTD9LZFW+5HQtBISAEKg+AjFkVV6ropBVl19+uX3ve9+zF154Ia9ici2yKgiLhEJACAiBqiIQQ1blFepdZNVzz5lBTvXps/lvwoQ8Ju2+9oHBrTmGyKrdd9/dDj300LKdO5FV7S4i3SgEhIAQ6DQEYsiq1157zW666ab0mR0hq2z77RPf1XjaaR0mqwYPHmwHHXRQsollqlzmRGRVBgydCgEhIAS6CYEYsmrWrFn2n//5n6mGRSGrWMoDX8NAaCiIrAqhIpkQEAJCoLoIxJBVLLNHf6a+vj5Rrihk1VFHHWVf+MIX7MEHHwyCJrIqCIuEQkAICIGqIhBDVs2ZM8duueUW27BhQ6Jb7yGrWOaP5f6yRNXYsZ1aQFtDUnncEFlVSSmRVZUQ0u9CQAgIga5HIIasYl8oNv710CGyqtV/NV5yaYfJKten3FFkVTlkJBcCQkAIVA+BGLKKvRF32223VKmikFWpQmVORFaVAUZiISAEhEAVEYghqyZPnpz0Z4q2Z1UlmERWVUJIvwsBISAEuh6BGLKKPs8+++xjy5cvTxTqPWTVyJGlRNXgwWa1tZ1aKk5Abc0xRFaxViNLZqxbty6on8iqICwSCgEhIASqikAMWfXee+/Z/fffn+pVFLLqpZdespkzZ9ratWtT3bInIquyaOhcCAgBIdA9CMSQVXyJeO+996YKFoWsoi+Dr1m9enWqW/ZEZFUWDZ0LASEgBLoHgRiy6sMPPzT6PQ0NDYmSRZlZ9cYbb9iMGTNsxYoVQfBEVgVhkVAICAEhUFUEYsiqRYsW2ZQpU6y2lafpHWTV+PGlRNUOO9j/z957RkeRpIna9+yv/Xl/3n/7nXPv7t5z1szdndndmZ7ZNjNNe5qGhgYa74T33ssg4a1ADgkkISQEyCAJ5C2yIO+9d1Ullffu+U5kSaIEalp09/SwvVXnSBWVlRUZ8UZkRub7vAbhafUTv94EUk3uOxOs+j//5//w/vvvS4rEmZrogVUzScWzzSMBjwQ8Evh5JTAbWOV0OrHb7VMN+0lg1f4DP9qz6te//jW/+93vKCkpmWqbe+EvAauErKQ/94a8pjy5/2t28XzlkcAbSeDPP6ecb9Se/3I7T57D39fNyf3+y3Xw52/wbGCVmLfu68zbAqs++OADxFqTk5Mzo+A8sGpGsXg2eiTgkYBHAj+rBGYDq15eZ94WWDVv3jz+6Z/+ibS0tBll5oFVM4rFs9EjAY8EPBL4WSUwG1j18jrzy4dVM+Wpys//swzMJIB6k/eZYNXhw4c5d+4cwoJlppcHVs0kFc82jwQ8EvBI4OeVQFVVFatWrZKgz3cdWSgaReLfydePgVXOv/kbV86qlSt/NKzy9fUlICCAzs7OyaZNe/+5YZXTYcds1KPV6TGZXVab0xr00ge7zYJeq8NgMOH4PsX4S7/1fPRIYCYJOB0OzEYDGrUai/2nn1Rijtss5j9L3TP15y+xzWo2ohPnpcnymsM7EftptDpMFis/vaRfc+j/gl/NBlYVFhayfv36qd69LbDq/PnziLWmubl5qm3uBQ+scpeGp+yRgEcCHgn8ZSQwG1hVVlYmPc+YzWapkW8LrAoMDOTkyZOIHMEzvTywaiapeLZ5JOCRgEcCP68EZgOrRNSf7du3o1arpcb9smGVCDvxZ85T5T7EbwKpJvedCVYJ60jxJ8jiTC8PrJpJKp5tHgl4JOCRwM8vARHiT3gofddLJIn8x3/8x6mvfxSs+tWvJFjl+OjjHw2rvm+deR2sctjMdFbkcDs0hLCbt4iJjuZOVCQhN6LoHDegV/aRmprPkNKVHHOq868pOO1mihKDWf7lanI7Zw4ZheSN4arEMNyA/7bV7PO9j8nxmopn8dV3rbWz+Ol/q11+6XIS87og6RZffjCH/G6dmG5v9HqdfJxOByadkoxTXlR0KbDYJr0tnRh1KlqqS3mUWsG4/gXksVqMdFblEx0Rzp376ci0FlebnA408j4yE+8THXmXkrpOjJbJ+qY32WpQUVOcxd2oKBIzS5GrDRIcctgsqIY7eRR3lztRsZQ19WOf6LDNpKXpWR5x0VE8TCtkeHwGWTidGEZbiEvIw2hxJVu3GTXkJUez22sTd8tfNbYS8nGJ1EFvWSIrvvyceyXt/KjTd8JDa3qvf65PE56gbzRPnMi763mSWYTGPPOYvdz62cCquLg4/u7v/m7qp28LrPq+dcYDq6aGzFPwSMAjAY8E/mISmA2sEjmrxPPM25az6vvWGQ+s+otNK8+BPRLwSMAjgSkJzAZWZWZm8q//+q//TXJWHTo0PfzfnyFP1ZT04Y2Uh6+DVUFBQQggNfIdoQo9sMpd6p6yRwIeCXgk8JeTwPfBKmGB6J6v48fAKse770lrmvNXv3qj9UanN9De2cvQiGxKUBEREURGRjIwMDC1zb3wOlglNOYGlYyDX8zhyqM6Ka6wXtmPz9IlZPdrMSjqObk/gJbR2cMqqU5lJ75rNpDRNu7elKmyUdFL3bAeq92Jw2GhMNyHfSfjMM1O5ztVz4uCA7tFSVNT/xuDiRd1/HcpOWlracBos/1iPWEETNFrx9jw9edkd8wAaF4z1E6nlcb62mmh2KZ2d9pRK/q5G3yZTV9/wpqt+7kck4NFcgm0U/foBvs2Leezef70KCdyqTod6GRNnL5+l8LcFLbM/5C9wblYbXaM4z347zpAba+coYYs1n3rRUbT8Kvj4rSQHXWR8NwWdDoF5zYt5XRMHjqzlfHBVnx3HmJApaO/Jo0FX6yictggnVfPU0K5mlKNRjtG2JGNHLyaiPZlsOJ0MtaczY6jl9FZXZ6Q4535RMTmoZArGDO8gG5CDsJrbaCuHrnZLsEpu0XDyYULiS1s+cGwyumwYhxroU/xBteZqUH58QWn1UBtSy9a0/d7gr44mpP+5ykcCQhGbZ0dppsNrHp5nXlbYFVMTAxirenp6XkhAreSB1a5CcNT9EjAIwGPBP5CEpgNrLJYLNLzzKRhztviWfXgwQPCwsIQOYJnenlg1UxS8WzzSMAjAY8Efl4JzAZWWa1WyavK4XA9I/1yPatE+L//8T9e/P31X0NLy591RCYB1Ju8z+RZ5clZ9WcdJk/lHgl4JOCRwE8mge+DVcLoQCT+nXz9GFhl377Dtab99V//aFj1Y3NWmbRj+M/7hODMdqlrwnOktzKfCrkRg16LRqvHbLFht1kxGY0YjCbMJgM6nQj95Q48nNisZgx6HYqhRk6uXDcjrHJYTdRlhLHpVikKjRG7w0bxLT/2nohBbTBK9RpN5mkKexEqUNQrYJ1Q8k93gHBitxgZqXnAPt84VFoDDsmzRIQoM6HX6aQ22+wORN+sFtPEMSw47Fb0Wi1Gs3XiN5Oj63oX4d4sZhM6rRa93ohtIk6hCAEnPlvMZgwGvatsnYm0OV3H0xswT7RF/E7qw0RbDHo9BqMRvV6Pxea6oZPq1+nQ6QyS545QKNisFskK1mg0YTTo0en0mN2P6XRgMRml/gr52R0OHHYbJqMBvd4gvev0Row6BRcO7ODZgEwK3Sa+l8bSbMFmt2EWdehfqntKLK/KVHwlAIZFChunRW80T8nSfdws1om5InLyiNCPE/0T4yLVITyW3NpiF7Ke6LdB7CvGfmJfsf+kjPQGE7ZJ76ap/bXIRwdYO/+z74RVYi5IYzsxP8TxnA4bGkULezbvYUiunHY8cUyHRU9elB8n48vI9FtPeUcrl0PjsU14MtltNsZ7slk6P4AupVHqFzhx2O1YLFZpLtQ98OVjrzOYrVbasq6xNqQIrdmG3awlwnc7m84+weY+wYW8xhtY/vVGxvVGHE4HA4VhfLHKj26FktIHl9kcXoJov8Wk59SGeXjH1WJWdrDuiyUMKbXSb4af3+fLxXtoG59sl6t5kqeYXsO4SosYC7vVREPyWXadi2VEqZua82JvaV+dmvCDe0iqGURvtuG06fH5ZhExufXoxbwUc93iBn2crjkjnUMGkzQvJwQz0QDhqTZGyc1t3ClqwWByeXcJuYn5rNNpMZosUv+cYn6KOSIdwyrNAXEevPBum6jZ6ZTG1mAw4PozYrGKKAcObBYTWnE+i7CjE2OuGulgy47z1A9MesqJOWrFqHedZ6/UL+aC3YZBp0Wr1U2EgxTjbJOuU9I2cZ1yH0dgNrBKJpNRUVExJaK3BVZ5clZNDYmn4JGARwIeCby1EpgNrBobG5OeZyaViG8LrPLkrHprp5WnYR4JeCTgkcCUBGYDq5RKJZWVlQhoJV6/TFhlMsH//b8vQJWAVrdvTwnqz1V4E0g1ue9MsKq4uFi6GRAPxjO9PJ5VM0nFs80jAY8EPBL4+SXwfbDqpwwDaLsZPrWuWZ49nzWwEkralz2rysvLJeWmu9eXu/Re61kFmLTjL2CV08n40DBas1VSWt8PPY/X2gA6FAYUHRWcOrybA7ezuHfNmw2rV3MuMgujzSHBI5NORUNhMgd2bmP1kgV8+selM8KqsY4Kti/+kD99sYzr0fkYbFaKb/mwfe9loq/6sX7Vag5eS0ShFzc3TmxmLY2l6ZzYtZl1q3bwpLIT/ZRCW/TUiWW0ihMbFvCbd+YTGJuFWUALk47nyaFsXrsKr73naBwYx+6wUJN0lVVLFuN7u4Dx7iI2frucy7G5kjLcXW4ivJp2bJAHoRfY4rWBrXv9KKrrweZw0FQQy9blqyiqLsJ/73ZWrdlJZlUXpgnYNFmP02mj/HE4q5d6kZGVyF6vDaxcu5PMyg70RgPlCddZuWIVdyKusXHVGrKaZZh1Y5Q+jmG310bWr9zMw6JmNHojjUUJ7N20lduPUvHbvYl1K70If1SK0SZCmDlQyQZIi7rKNq/1HDgVRsewEq28gzO71vDtoWucPbwdrxM3yXx4lQ/+6des2nuK4i4liVcOs3TxUk7dzsKiV3D7wlGWL11FfvvYZDem3m1mAzWPb7Nt3So27DpFbe8YdrsNo1bBw9CzbNuwnj3HbzBisGGz6OmsyubQ1s2sXrub9Io2Cf6YDFoaCxI5vG0LXtuPkFbaJsl0bKiLuEBfNq5djW9gAiNqI9K+hYns9vJi/aaD5NUPSuMtZFSRcY89Xl6s3XaCZ+1DEjg16jU0FCZxZMsm1i7/lv/8t99/B6xyYjZqKbx/nbUrV7Bh30V65VoctnHizu7hn3/1DodOh9FncIexAlZpeXB2E1sC00g6vobKfg0CHrq/NP35LPvaHVa9+FbMqY4nF1h24DYWq5kkn8Vczu7AJOiUw0zWDV/WbLo5PRym04GsMo4vVvhIIFDUpu7KYeWnO3nW2UO070au5nRJBxEgJvHIWrYFZCBrzOCjebsY17i8lTT9ZWz6dB1Pe12xwydb5bQoeHD1JGv2nJPgpW28mYMrvuDDL74lOPEpZrdEcmKelT2O5Ivf/oql64+SVjmAQ8Cqr+dzI/oeAYd3snrVRu7mNkh9ErDXqJGRcS+MXV5ebNl/jk6FZgrKijaIc6Q1N5Jv//Quc5buIrXClXvPalSSHXmB9atWsOlYKH1yDTaTnHDvnaxYuZ6U2iFqE66yfNl2smv7pgNsp53CuEssX7aD6zfOs27dNop6NNgsRvLvXWfzmtV4bfenT23AatFxO2AnH703h20nAmkdNWAxGRhsLOT0wZ14rdvB7dQyzBPXuUm5OUwjRJ0/zm7vQHQWFwTvq8vHd99ONqzfyt3sBgn+Te4v3mcDq0QYwL/927+d+tnbAqvEA6dYa8bHZ/aWncmzSsBF8fyj0Wim/RkNOgZ7OxnVuPKlTHV2FgVpTul1aDQCYponwqw7MRqMWK0WRgcHGVNqpJCc7S1dmGfn9PbaI5v0KrrbO6Rxfu2OM3wpALbwYrCaDfR1d6L+4e7DM9T+l9skrmUjgwMolNOfbyWgbfxz5Z90oJQN0tk73fvUatTR2daK9gcMtphPKsUIgyMCVM9+sojfmUwvDDPESDhsVuTDg8iVml9U/k0xplqlnIGhEYzuBjKznH4mvZqO1p/mXHQ/pDDOGOgfQK2b7pFrNZnRa3S4p6sUhgRmabwmanA6Mep1Um5VyTDGveJpZWG44Ern4HTa0eu0krHE5G/EPBDbRI7WyfC7034urXEOTAa9ZNggDJWEUZe4JkoGE06HZCAkDBwMeg3dbW0/aB67H3M2sEqEAfyHf/gHyZhD/PZtgVU1NTWUlpZOhY1y75coezyrXpaI57NHAh4JeCTw80tgNrBKhAH8l3/5l6nr+S8TVr0c/u+TT36W0ZgEUG/yPhOskqw39fqZw8mAFCLwr/7qr3j33Xen9as4MZzDBw9O//O7RENtIcs/ep/iXv20/Wf1wWmhLO0uxw4exP9MIHXdsukP96+rxK4nyn8rByKLXrcXYKetMp+A40dftP3QIZ62DNPdUEZO2ZuFibFaDNy5FvCiroOHCIvLxCBulp0ORruqSMqtf+PQM0M16WRU939PX96+r83KPpLScqflwnizVqo586jSzVLaKYU0epiWRe/4dIXbZL3DnbVcCfAh4mEBppceUhwWNV29/ZiFnk0/woXDB/EPuIHcMIOHgdPKo5tn8Q24REOf0lW9w8iT6BscPXSEqr6JB16njabSDE4dP0pKcaNbWyda5LSTm57MxkXfMjSqmGym5/2nloDTQpzvIbdzz3U9OnvxHs8fR/G79xai+6mP+TPUZzPreBx5kQ1HbzCinj7nvw9WCWXdlStXplr5YzyrBKCa9BgW4Gq2a81MsEp4xYg/Eet9ptdsYNWpubsjlJkAACAASURBVHO4+PAZCvkIYSfO0m4UnkYOlANlrJi3j7pBLXaThsybR/loVwQKtZbhnhpWfzaP/F49DoeVirizhGTWodLpGe1+xt5Fq2aEVUKBmX59OyvCy1EbRO4e4Vnlw7od5xlQqBlqr2H9R3N4VDuCUATUPApk7+UUhkdldNUVsGTpNip7J64hEx22WwzUxR9hjU+cpHAXnki6kRbq27oZ6u8i5MBGjl1Nx+JwYNYrSfL3Yr3vXVrLHuIXnILWJNox3Q3CoOrl+sHdZDb2S8qIjmcJzP9kHc1KK2bDIPt/959EPW1CpVFRnXKDxVtPMSoBNvdRcGI1dLHh1x+QUN2FRqumMfcmC+Ztp6pfiWa4ie0ffkpsURW1uQ9pGFSRdPEAZ+8/R63TIe+tZ+XchSSVdaBTDXJt37cciy5GrdPS01TAN3M+Ja1Zic0wyqXdmyhu7kE2OkjqjaPsOR+H1mCgITOEd77yob61mYScCizmXjb8Zi5VcjVWux2DsoeN3yzkbmGbBFD6GnNYfioV4wyhzUzyVupauhjs7ybSZxd7TiViNOsoCdvDg+JmxmRDhJ+4QKvWhrqvjIW7ougbGqW1JJHbsSWYzAaqH4dxICwPmVxGe00GS+ZupkevJ9pvB+Xdg8iGe7hy6IaUM6238jHb/eIYkctpL7nL3cxmRJi+Jze8uZBYyahMRv3TWFasOUPn6BglD0M5e7dU8vBRDLWz7NM53wmrRjpbaGjtor+7hcjDyziRUCd5Vhk6s/i3eVsY14p5PX1OiHB13c8f8cn7HzH/T+9x434+g2NCMfliv++EVcLDyKQn5uR2QrPbsTsMhK2bQ1BBF2ahVXNaKYo4w5p1gRjdTmWhKOzMDGTe6gD0RldIPu1QKes/2UxRYzPXti4lpMiVV8puNZPtt4mNJx/RU3qXj7/ax7jG5UmlH61h92eryemYfu6Ic0xW9YAPlux3ecU5bDQm+bPh9B2Uesu0vglXIYtJxcFFH/OoUeECOBKsWsDFu3ko1Sqqs+8yd8F65AYrVrOe8CM7uVPQglw2wtOEK3y1/jZjOrfQgkJpqB4haN4HRBd3SV6HAkDLuhto7OxluL8D36XzCEurwWK3oxpq5NCyrwnNriPnxgkSnrogqPtZJ9qpEx5yi5cS8biUqtIcelUG1D0N1Dd3MDTYy41937I3tlaCnMrefJZ9eYymUY2kSOypfsyyfeEMjMrpa69m4zeLyevRTlNGCi+8trxIvt3qjdJoQ6vsYcXWy3SPKuivz+TChSfYXlJ+zwZWicTyFy5cmOrO2wKrhLelWGdsNjevualWwkywSj/STMTdZGpqa3h0N4q0rGKyUxLJLy7m4p5VnH/i8uZ1q+a1RYfVQFXJU8rKyynIySA25j7tg2M4bVoexycxIBsl/OxZ7j7MprvtGYvfXUiXYfYAYsaD2w3kPEoi+OwZmuXT7xlm3N99o9PBYFcr5WXVyIZ7Ob5pBSlNM8M+95/9VyibNKNEXD1N2IP8ac01aeXkpGWh/gHgaFpFM31wWnj2OJzF63xwHwnVUBte8z4kv/vNn42FAUbBwwhOXb1N39h06DFTEya3mdXDZOSWoNYbwWlDpzFi1quIvX6amw+z0Ft+5LybPNBb8C7AZFV2AqdOX6ZxUPPGLRrpqmTZH7+h48eei25HtluNtFTmcy0kiurWnik9gIDCFZnpRFwLpayxS7q+O8xq8jPSSHyYinIiMepYfztFhQU8jImioPrVkHPqoRaSkx+RkpxIXmm1NM6NFeXUNtRTlJtFaVUrNruFxrpa6uvqKMp4RP7z9hn1KnabmaZnBcTdT6JXpkanHCb6+lkyn3ditVnprC0jITmT1qYatiz4mLyu73+6shiMmCfC9rqJRSrOBlY1Nzdz+fLlKYv3twVWCU9ooTv7rnXGA6teHm3PZ48EPBLwSODnl8BsYFV7ezuBgYFStBbRwl8erKqpARHybzIEoCh/R6z0n3qIZqs4dN9vJlglkiS///77VFdXz9jE7/KsivQ7yvN+NX3tFRzefwq5Vkv09Uv0KMY4t/0binre7Ibcoh3Ge88hqruGUKuUPMtNYtt+HwbUs7dqHCyJYM+twhn7MW2jZQy/jft42tiHsLfvzAgkqqCDwa5GKup63tDazEF381P27j2N1uLAYlATd3oXK47flkLJjA+1kl/RMXWT6t4OjVZBem3vdEXLxA7yjhKKW0fcd58qi3BMIYmVr1jZT+3wPYUpndVUYfoPhOLp+bNndAypZrypnb739E9m9RB5T5+heimHxPS9Zv402lrGzaibbPa7wor5i5HZhDx1NBamsHbPESpesrYWtfTXlXAjOAadycDtIxu4ltWEUDSn+s1j9crVrFm1hsScchw2FavXncbihK6aDJZt9sNN1ybsDQlaNZ9+nYWB5nJ2b9jDoM5E5Lnz1Lb2YzWM8qff/BGZzU5jcTYRcdmYjSp2LfuW6sHp1v3m8S5ux6cyrBR5SF4oCGfu9du+1Yle3kVVz8hUGKnXtVgo/nLz8zFPxH593b4/+junAd8lXigNRsqf3GJ/UAJG5QABxyMYlw2w4J2vmW5P+6OP+LNVMNxYzPEztxlWuas74PtglZhv7kDox8AqsXbwP/+ntL7ZV678UbDqN7/5De+88w4lJSUzynA2sMpv7hy2HLtKfFwcRzYfc8EqwDBWz5qvD1A3pAWbkaI4f+ZfzZeuXWI+Hlk9l/i6cWymUXbN+YSKfrl07pvU3fiv3zgjrBKNzA7eydo7NRgkhY5dCgO43zsWo92JRTfOrW8/Izy/C4fdxIUtn7L20FmCgkIIvXGVZd8sI7tp+vXbYTPTnHiS9QEJU9cFEeJNhNjTa+XcD9jNPp94V04spwMBorbPncva3VcY1llfCdcllOUDlcksXrMLmc7l4WU2jrNtwXtEVsqw28c5/oePKB1WSv1VdeazbuUhOl+aU6IeHMNs/fcvqVcZpLXKrOljy4qF3H7aiX60jX1zF1It00kGGBbzCJvf+4ynQwaXVbDDTNS2xfiGZ6PTygk/7kV4scvQQlgVB6z7Ep+7taja83jn3c+4dOkqYSGhXPbZx9pj19GaTLTk3+b9zTFYnCI/mB3sQ2z6t69o1Bil9jgdFpJO7+LQxQTUWg2VKSEU9ahmnEsirKJLpgoeXTnG1n230ZsN1N73Zu32Y9x7lE1VbatkUKIbqePbz1dw/kY0BWU1DMnG0asHuLrqS7wOnSYsJISQG9dYPncFz0d1PLq4ix3HAkhMz6OxrQ+twcRwcz6rv17DtYh7lNc0MihT47DL2PX+7zl05irBwaEEXz3HssV7eN7awoVtm3nU4MrnZtSr2bToi5lhlRQC0CyFIlQrBki7tp31oU+lMbD25fPvX+9Eb3YDKm7SEECov7EE7+VzmPfZpyxcH8Cg3jY1h2aGVa4Qmb3PH+F75R4qiwhlaSRkzYfcmAarzrJuU9g0zyoXrLrGl6v9p8GqDV/spKytlaublxBc1Cu10G4xk+W7SfKsErDqIzdYpRutYc+X6yl6ea0XObVan/DBUhesEnO2JeUMWwTsnEHhbLPqOLz4UzI6BbwRNkoGfBYtIrbAZYyk7Kli4fxF9KlNGLXtLPmP9/C5HExoSCiB504yd95RRl8yFLBoZdz8eg6xFZN591whAPUi9KdmhJAti7gUVyJ5yTjtFrqfp/D+B19zMipfuma4Dc9U0aRq5/DKbRR2KqVrggjFKDzPdHo9WpWCWN+NrL5SiMFiRztYxOqvfWgfM+KwaEi9uoXP1x+WzqWQoCA2L11A5LPRV+4Le0vjWb7dR4JVBs0Qm+Yvxf9aBAVllXT1K36QZ9XL68zbAqv++Mc/ItaanJycKRm7F2aCVZqeSmIzKzEa9dwJOMbD3Da6aoopqesg7dIhzqW1uVfxPWUnz5JCCYpJo3dIxshAF+GXAilv6cdpN1BRUIzGYiEzLpbE5BxMdh27PltMp/7HQQPTaD0HfcKl6571JXj9PQ2W7n3Hhvtpae7AbHcQ7reLR42/DFjltBopSr9H8IO8aWKwGFVUl1ein8HYYdqOP/CDQ9PEmjXe02CVeMY4vXkBubNQ8s902O6KPIJvxdP7BjnzrPoxntU0ojeZMYw28SCxBJvdTn5yNDFpeT/IC2+mtr0t24ZbaggPCadh4M1hFejZ/9Vy2qVz0eUJPvn0NhmG7k37qVcM8SjmJk/bZJLcJ3/f+SyLi6eDCTpzhpuxGSjGdThMStIe3uP4vkP0asTTqRNZbzut3X3kxgeyxTeClxF8Z+FtDl24SVxsHIXP6lH0N3LCOwil0UJ9aQYBZy7R1FjJjfAHUrjcgfpMdm70YVw8CL/yctLfUErg1SAae8X5b+fW3sWcuyfCijupzXvCvcQsVAYzZ7YuJKfz9bBK3BM0PS2kqrmHma5Js4FVYp1xl/3bAqvmz5/PP//zP5OWlvaKFMUGD6yaUSyejR4JeCTgkcDPKoHZwKqX15lfHqz67W9fgCoBrIKDf7ZBcIdQsy3PBKtWr17Nvn37vjNR5HfBKmFV4sRJf/szjhw4xZjJIeWqEPkkzm9fRFp1P0OD/fT0DWK02EXsAVRjY5Llak9nF1rjZMx/ITInBZE+nL7/bEp+FoOeoZ4+KSm43WxgdGSIvq52eobHsBi1dHd2IhO5CqxGuto7UOrNvIBVTikmv1w2Sn9PNzLlS+DMOs6pTQcpburH4bQilA1qtY7RoQGG5GqENVRXexu9vT00NHZhsdlQyEYZGRqkf2gUo3uuA5x0t5Swf99ZdFbXDaBN2cSc//chvWoz8pFBeoZVCGtnrUYl9aO9vQer3UZBagjrjochU+mRDfTS0dVDR0sTGpMZ2UA3g0phQedAo9UwOjpKT2c7IyoDTRUZLFx0iM6R6TBJhLhqrG+SrMF7e7rpHRhGNjpMe1s7GmHt7LQx0NNOl0Ivhc/qbGlBrtJKbRsZlTMyPERv3yB6zQin9h0iJC7XNXYToyKsdIcH++js7KS5uVtSSo0JGff30dnRjclmx6CS0zMwLFkzW3XjKBRyBvt7GZK5jqPVqhkdHaGzvROTe/wDHNy54MPDzCy8H5TT9TR3ykLYqe3j2OkzM8AqO7lJdzgfkiwp4UytSfx+/W0JVpVEbJsWGkhdE8uOGFeOBdXoANvmLWfE7c7faR/ln/9pj9RTi2qA8357Sa+sZuvRYDpHxE25k1sr/0BCs4z4iOs8KBVW4k7yzm3hUp4rJJD0Y6eD7opHbN1/hPzGQYw6NTU19fT19tDbM4hJr0c+MszI0ACdPQNSH/VKOS0t7chkI5JshZW/GLfWxhb00xKDgLCwbGtpZUSuYHR4gM7OHvQWG8rRATo7Ouloa0VlsmBUKxgZlTE40M/wqAgdYkPW30V3/zDivOju6EAuzgsROkOjYXRkhN7uLsb0FqxGLR3NTXR2ddE/OEDBvcscvBhNv8rI2HAvLdL8taOUDTE4NDItZ8pgaxl7Vq2jonNY8nrRqcYZ7O+jrbkFjdkutV8cZ1ShQjk6KHmeCYt/nVKOTDZKX18/So1eymsyPq5gaKCHnpdg4NRFQpwb41qEYrAi/bYEq8Q1yagz4DApWPAfX9KjUDDQ28PAsBxhQC5ynSjGxqTzsLu7byKPx4sahVfB8NAgPZ0dDMnFeWtHp1UzPDxEZ2evNMctepUk2/6+PuRKcXwryvFxZCPDdHV2oTPbpBBNo8PD9PX0MK7RS6GdRmVyadz7+kcl2Ri0GmQjI/R1dUl5kcQkNmiU0rlemZ3Afr+bbwyrysrKOHXq1FSHfiyscrz7nrTGOf/mb34UrNq6dSs7d+6kqalpqm3uhdnAKpGzKkTkrHI6kXV1oxL5nb4XVhk4uuZLF6xSdfHBb+dQ0SeXFNizgVVroqslRbF4cBc5q/Z7x0keJRb9OFHLPyc8T8AqI6fXf4jfo3rGlGrpfNLqXXmc3Ps4Bav8H7pglcNCS0UW9x/c40FiCoEHvaZglXjQF2FpIn138umi7TSNiJw+LysYnHQ+vcvCVTsnYBWYTVr2LPuE6Cq5C1b95wtYpe5ywaqO18EqtQtW2fRy9mxcTkRhhwtWfbmQGrlYR0Xowh5W/upDiidhldNK8onV+N/KeQVWWc1GIrYtxTu6mrGWTN6Zs0TyYhLhZbQTIbLsdrMLVm2JwYVenK/AKnFceUMqqzYco66jmdCTV6Tribt8pbLDSld1LvH347ifkEyI90627LuNwWbHqBsj/W4IB3dt4cu5i8lsHcdqMdJbm895v+Os+nouBwITUch7OP/NlwTlt0phcEQ7tVq9FAZQOzZAUsRVDmxbz5dLt1HaIZOuVa3l6fgfP8DKBZ9z5FYuNtswW377Hkl1gyjVoq+ucDoaoVT+4ltSGr8fVglPvMbCTGLuxHLvQQK3T3mxzh1WLdgxM6xyOlxhD3UqcgO8KG5owOvzD7gj5sSEIvtVWOUCVfKuci7ceIhMeCvZLNgcFhJPLsIvtQmD1YHTbiI9yI+tAY9dOasmlElivoowgB8tPYzO4ALs420ZrF59io6RISK91xOQ1iKdrwLGxB1YjU9sLfLmTP74xSYUKtc9mqrnKZuX7aN1KpfWxAj/QFiVLmCV4AACVn2ziNhCF6xS9dWwaME3E7CqmUW//oyi7jHU0rzUSN5bdrfcY6IVL8MqIYvy7BRpriWkPiFgzbwpWCXCOSkHm9mxZBFrT8QwPu1+98WsnYJVXS7wKmTTVpJMXFws8YmPCdy/klWXp8OqtjEDdrOaxHPrWXk9D9XEuSTuyUWIsJevEi9glR271cJwSylXA07i9e18Vh+PwPCS5ftsPKuEB6+3t/dUR94WWLV//37EWvNdxnczwSqRS1DAQKvJwN3Tx0nI60Rcq40WK1lXD7Pv2n0Cz/hx4WqEFIbTaTdTU5TJpQBfLl+PYsj9emobY9O7cygfePHMoVGqJE/a1op0fA+dR26xvgSr5nInKYFTJ04S9SADlcGKWT1CWnwUft6+xDxIJyU2jKPel2kbGKLgXjA79ge8MOSzGylKCOaPc1fypKQBs0lHccZDjh08zP2MUoz6ce7d8MfvQjg3L5/l0rWbPElN5Iz3Ec7czsRg0PIkLor4h1kYpmCVgozoSxw6fo6Gjm4ex4TgcyESjduzj1k7RsHjBM6d8uVM4B1GlBpSIq/gdzaYZxXFnD66jyv38pF1VuJ9+CgPUnOJCQkkJi6e6xcDOOp9hWGtBc3YMI8fRONz/CSZz6Z7j4gceQWp9zh5YC/XHhS/YkioHekkPjIUnxPePMh4jtmsozj9IT6H9nPlXoErpGZKFLuPnCLw3ClOX41GoTNTlZfElfPhjIzJSY4K4mbMfcKvXeDwUX/apPv9qakNTmGglob3kSOERCUiG5ORGn2DyxEPiQu9go/vOWq7FdK9YnfDc8KuXeT4ng3MfQ2sspm0lGYl433wEJEpT7E57BQ/vou/30Vi79zE59QVmnpGpGdseU8DkSFX2eW1mt1+QW6wysloTwOnjx0h/kk++Ul32LhpLxXtI2Q/COP0hetkpCVxJjCSMVk/UWf38PWyvZTVd5KXHMXlG0FcvXiGnXtO0CZ7MV+lnjsdtFVk4HP0MFdDYxkZU5AVH87lm/e4F3aN48f8qOxwrWEvJOWkq7aQU8eOcj38HiMqI4axARJFf46fILGgDpViiNT4SLyPnSSnqkfKx1lbksWVc6cJi0lmVKlD1tNEROBF/P3P87x1kKGuJqJDrnL0qD+tchMi3GVeajxn/QNIzCzFYLaiHW4n5uZ19m/fzLaDftNglXqkg4DDB4h8mENn83O8Dx3mybNODKoRYkMucsz7HKW1nTicLljVqjZRkhrDleDbDMoVPIy4zKmgJOm+c2yok7jwIPxPX+FZc+/UM6qQgXguKM1O4eLpU5y5Gimtoe3Ps9m2egVB8Tmo9S8MbwtjzrPnQDD5abn0jKqxTkQEGR/t57L38QlY9UKyvZUpeAc/esXotackhoTa0akd27OiOXzpifRZGN9ePHeKm+GhXL+ficYknkvkHNuwjmbFzEYuZmU/oSE3KXjeKkUTuLF3CUu3X8LsMJOT/pji8hrsTgdnti4gMDaZ0z4nCY9NRWmw4rDqpTly5NAhohKKUIz2cfnoTnYe9Keu59UII7OBVcKD18/PTwpRKjr1tsCqkydP4uXlJYWcnRK+W8EDq9yE4Sl6JOCRgEcCfyEJzAZWCQ/e06dPS1EZRDN/WbAqLm46qPp//+9nHYrZAir3/WaCVSKhmPgTZHGm13fBKte+02HV5Lbz2xdw7eFTastyObJzD887FSh667kWFE9HZyt3zh4kPMddaWni4roFxJX1zNQE9KPtpOcWkJt8k4VrziAf7eXsvh0k5NVNgJXDdMq1U7BKPEQ9uhtNSVUDxY+j2XEyaroXjYBVG3cSl5ZPbfljHhV1Y7foeXz3OmeFFaxhDL/1y7gYchufk+H0tpVxOSKV5vrnBJz0obJjyO2h6VVYBWqWv/9rnverKE0LY/eVdPRjXVwPuUtdXQ2n9gcwbrJQ9+Qam66lolZrKI6/zqZd3ty6dobGERV54QcISGnAqBohKjiI4qoGMu5cIiSjnv6OXBYvOY9cLTx3XohMK2vn3d/8gYLn9STdusKqtXspq64j+OR2bmXXuxRNIfu4ltMp3fBfP7qbxyVNmEeecTwsnZb651w5cwmVRsbZ7ftIzq2Z5sIvIF7yrcts2eXLtcu36R1RkP4onadFefhuXkNBtxJZaxHbTl6gb9zI08CjPG1ooyTzIdfv1zDa20RYeBzNbS3c9t3B3ZoXN9lCGVmZ/ZA9e3ax7Nh1Kpt6p5Qu3w2rHBSnxbDPJ5QxpQrjSCG/+/iSZJn/9NYu4pNTSE/PYkg2Rl3MMc49rpeEpZcPc2rB4gkLuolZqyrln357SfrgMMi5fu4kMQkJrA0IpVfpUr5l+n/JlZwWgi4dIa3Z5U3VFH+U3ffrXgyC046s9Sm7vc/RNKBGq+jj7/72X3mQ8ICom3GUpNzlXmoBrfUVHFi3kufDegYan/LxR4uoqG/g5umDbDlygdrGOs5vmE9U/fRwSCa1jHULv+ZBTgmtdWUc3bKeR6Vd1OfeY+vWPYSHXqd6YIjrxw5SVt9KZVE6+3adoLl3lOyww2w9E0VbRxuRF49z8OIDdOKB7XYk5TVNZMYFsuNSFnplH3vmf0RgZCyxD9LJjT3H6agnyNUGWgrjWLzqKCqjiercZG7GPJES2E9IUQp7ueWrzXSNaaTQEVUFuTwtLOTCzqXcLBnEqB0j9tJxrkQ8JD4iiLyqVkx6OVcCLtLU1kZKzA2C76ZTl/+Q5IJy6krT8Tmb+EK+M5Smw6qJHaxKFvzz++TWNlP4+B679voyqDHRWvyEqCfFtLfU4rdjK6UTSsLJase7a8nKLyI1+jIbjoVLeW7iI29R9KyKm+fPMKDVUxh9iZTSegrT47mXV8NoZzVBUY9oa2km1G8P0TlNNOXf4/7jp2Qn3pXOsaHGXM7ezae5+iknzsaiUstIuBNFWVU9+Q9vsuvCQ2wmJaGXr1Hf1knuw3A2H7vxxrDqp8xZJdYO+7HjU+ucWSafFbCaKQzg960zr4dVIgSXAr+5HxGU3jLtmieuGzp5Havm76N2QI3DYqDgrh9fXcmTFPMWk47Dq+YSW63AZhxh2x/eJ7q0Q1Ly68ba8Vm1jvQWxUt1umZDTshuVoaXoxHhBh0i/Jkve0/clZT2Ih/R7W8/5WZOB0IxnXxhK2v8ElFp9a7cHzb7K3BpElat9omVwojZlO3M/dNcOoYVWKwm8oKPsc/nHnqrHYtRR1N2BLE5dSQEbGfN0SjUhum5J0Qrx9oKWPzNGmqHVNI6rtcMsnHhGhrGrdhtCo794UOKB8elUKXKjjzWLD9A+7hh6trq6umEZ9W/fU6lXC1d8w3KXvZtPUR5r1IKVbj7iwVUjWql+wS7VcWxxR8T/rQXo9mC1aTl6upl3C9qxWyQE3ZsPUH5IlSaDaNey+mNq0hqGMOqbGfRnz6nsHMYg8mMRcwvux2H3UxTbgTvbb6DSYIpLli1+d/nUq3QToVZtRrknNnlxamg21zJnDlcr13bx1fvzaGqaxizxURJ9Fm27ruF1mhkoDSFIaVealOC9yZ8k5rRjHSS3iRHbzQy2pbD5q0B9I8rSLm8jfVXMiXPKdFOq1V4JdmoL0xHbzBg1I0TtMOL2zlNjPe3UtQyjMmkR9GdzZfrL2N0mAjcsQDv+Eopl5fIByMs2k2afgI2LOJcSj1miwWdWsH6+Z+S0aZ2u6dwjYphtJJNC/dS2T+G2aDmWcxh1oYUSeubta+Af5+3FaXe+Mo8c9pMtDzLobFngCx/L8q75PhvWc6D+jFJuSbAkqo3lyVfnaJDoZ/w6LEy2vWcTRvO0C1TYzDo6avMIbddTfUDb77ye4RCK0JIjRMecJhbxT1SDjLhuTgwJMNid2AZfsacT5fTN67BYrXQkXmdA9cS0Bp0ZN06yZIzjzFaLAhvshNea8jsUGNWNPP5h/NoFUZIVgs9xXfZ4R2G1jzd71kYVWia0/hg8T60epN07Kbk02w6exe1cXrOLiE9m03H0aWfkNw0JgEch1XHyYULiclvlqCj8Kz6+quF9CiNmI1K9i4WXpLtE/NSjJXjlWuCRSeXPKuiiruleWsZKuPDuesYVWmxWI08PLScS7HFGK02dMohEoIuUtPTyc7FnxGSXjfNqGPyvDOMt3Fw+RbyO8alcdCpelnyyUKe94tQf1ZyAvey6lK+tMZqh56y8qvjNI1qJaOL6pQrzFlzFYXW4LrmSPfxrpon/4ux7imJ49utJyVDFLNBRXplB2azCZ2smmXztjD2knfebGDV25qzSoRlEmuNuzX+pCzE+0ywavJ7d1g1uS372mH87lWjkQ9wHJnDtgAAIABJREFUNyqUmPRSap5EcvNJJTqthvKMGK7EZE/ujkNRx6/+v4/omsFTymZVcGCJFwOmlz2r5lE3qpeU9JcvnOZRfgk3fM7RMChHMTpI5EU/IqLjOXshhLaBcQbL4wiIfeamKHei6Srmm13nXOuzScvIsILhlmKOnQ1hWKGiMy+Ubf7R6Mb6uHL2EgmZJahVA6x9/wvaVGae52YQERyDxvbCs2qoqxafPQdpVxgpuB9HXmXr1DGddiPpSQkkp+Wh1mopCPdh/6UUGityueB/gX6lhhvH1uMfX4ZBq+T62auM6I0kR1zl3pMClGot6VcPERhXSkVhLmkp+cg7ykmomP4MqFGpUCnH0aq6Wfm7RQxMhEcTAndaxji+z5d+tYaB/g7uJzxCqVajHB9Dq+ph3fvf0qvVk//4Lpei09Dr1ESe2YdfVDFjIx2c2nmMEZOd/AehXInPYkylofpxMCeCHk2Npyg4jOP0jagZ7W7hTuBV8p/10PDoJscupkhrybO8BI5fiaW3Lp/IpCwGZUrUg+WseA2sEvnQ5DIZmsF6Vm/1RWm2MNxdzXEvb4a1ejJiArmeUIjJMMT+PX6M6/XU56dx7WasG6wCq05BdEQQd1IK0Q/VMOe3i2hRm2mvLiA6JhvtQB37A24wLFfSkRvK/vMPpHU5PzmKmw+fMDqupjjKG++QrOl9NinpG1ahGOzh3vWLPC5qpyUjBp9LiVIetuayFHafesnTx2Ggv2+U8aEOIm+FkVHSQEJwEE/bBhlT9JGVkUlxbhYZT54iby/jQUUf8pZs/K8loBPPBddDyH5axqkTfgyo1PS311KYUULCw1TKq9tpyUukYsjE89TbRKfVoJV34+t7lZaOejZvOMiYXk9HVQlBN0KnwSqbUUNqbAhBcTmYVV2cvxiDWmtEMTiIWqchNzmWyHtJqEzaCc8qO11NlVy/doXucRPD1Sl4HY9A3EvePu9P/YCKzvInXAxKQKmZiHzgsPA0+wmx91JRabUU3znHZv8ElMO9RFw6Q17j8DQdy2BrKUvnvM+SVbsoru+a8m59GVZZVQPcCQtk+wFfOofGXlmTukru8vvf/p6581eRlFdJQdQlTgS6vEpHetu4cvEMAWdPc+1BprSmWs0a/HatoXrYFXZ32qC7JjsPg0NISivCIG8g4NIDDq5eTX1fPxkZOdS0imd2Aavmk1w3ynBHLaGB1ymp7UElG0WlE3n+2jh34jCtch33g86TkFOOaQYPxtnAqrc1Z9X3rTM/DlY5EUZe4+NKLC8ZkrwyXv9tNzjQqZXIxr7Pg1LkfdWjGBOytKAZVyAb/77fvLlQhVGrVq2UDG1fNSp88/p+yb8w6jSMjY1jnWas/kvu8U/RN/d57GZl/wOqdtjsmAx/rnydP6BBEz+RziGVErVGP/UsLMLlKmTyV4zK3+Qos4FVv9ycVSYT/K//NaXEk8IAlpW9ifx+9L7uEGq25ZlgVUpKihQyQ6mcrhSfbOAPg1XfUNitw6of52HwKZ5UdJATeYrjl26SnZNHZsJtzsSXTh5C2MZzetkXhOW2StvEBG2ueUb581pk41pJcdfZ0kxjQzEL3/di3GTmacodLt9KkSzLgmKLpJu9Sc+qweYKDu49SFxSOvk5qew/eB2TG9RBglXbuBwSRVLsDe4VdIms5DzLied8VD52TFzYuoPqHoWkpHrsvYGjl+9QkJfLzWuBFDUKj6zJ5s8Aq5xKvn3397TIDHTXprLvSjq6sR6u+JzgYuBN4hMLpLwkfeVR7I52hcWqTo7g0p1sjGahkISujHMSrOp6nsMJ/1DkOgtOsxKV3oJGWcOq1WG4+6a5WmPk49/PQ2N20lNdgveJy4wZrfTlhXI8qkDyoqlL8pdglfAUiDp3kvTSJszDlWzfe4zQiBieFpRhtWu5dsifwqoXwMhVv42cB3cJvVOI2WqXLAnlw73U1NYSfW47t8sGMQ/XcehMoASrikP98fY9Q2ziE8rbRsmMC+LYyVPk5OaRHX+dkymu8Z6UpN2sp6HsMUs37uLbBUsoG3RZ+303rAJZXwfX/U8Rm/CYuqwbLDj1WHooGO+rIyUpkUuHt3M+6CHlkUc4k+aCSjr5MP4Ll9IrEllNvJzKEv7xP1w5GBx6OUGXfIhPecSaU8FTubIy/eYSXtzB9QuHSW10WYo1xB3BO61lshrpXddXhffVm/SrrThtBv7vP7znUkSNdhDgd4xnvSI4nZOq23tZGduCarSbb1ZuQwRdas68Q8idFMmjajjHn1Vx02WE3czmlcsZHVdJCrvnaWEcPJNAV2kqN0LjUFtsGJX1vPPuQaktNqOSyIBj3M+qo/qBP6EiDJITlP0NLJm/lcaqHI7tP0JSRh45TxLZtT8ci1HJ2fVr6NaLhL126lIDCRNWq3bhVaHk6No11AyMUZzxiLq24Wl914x2cPjbvaiEaIVSVD5MQ2Mzj67vYVekCDXqZGygjaO7NnEtoUhSwiman/DpV3spyM/n0f1Ybt9JpqYoGR8fH6LuxpNf5ua5Nu1org/fCat+twBxW6qW9+N94gh1/aP479rFzZh48vPziQs6x+OqoWk1CqVwW3MDNSWpzF92DI14iA48g/+FGzxMy5VClhXfu8IRvwvEJz2htauX9KBznL4UQlZOPmmxIdyIK6a5MJaDR08RHZtM14CMkeYidu4/SXj0PYqeNdDdWMKBgwe5n5JF3pME9geEMt6awXrfKAkk/NAwgENDQ1Li38lO/VjPKmvR06l1brZ5q2aCVeLhTShBhcXKTK/XwSpxE6Ma7mbPJ3/kbFzphKeTqxbh7TnSXczSzzdR3DaCXq0gLfgQXwakoDGa0Y4Ps+fbzwjN7cBks1IVf5JP5+0go7yewoTrfPnHRTys7J3xxrnyvj+fLfWnY0COQaciPfAIWw4IT1gdGnk/V77+iKvJlVKePMNQJcv+9An7zoWSmZ1JZHA8o1Jovhe9FR54fXmBvLt4L839cszaAbZ/9BHHQ5Npaqjg6Opv2Ho4gpExJe3PU/h05UWGtCaM422s/fA9gjIbpcThL65awtNSQ+r1Q6w6Ekpndze5d85y5s5TCWDolR3s/cMfSWsSUMnEYG0qSxdtp6ZfMS2ptzgnpTCA//JrfCOz6e7tIy/2Mndz6jFZLCi6K/H6aC75bYOSnMR4tKQHs3DFfp43d9JSnsR2/1jkOjM2g5zgg4tYdOgmPb291Bc95GJ4uisMjNPO8/un+WTOMsLiknmS8pDHubWYjBrKky7z7tpgRrUTyh/nOMe//JALCRWMa8WNtStfUvGdAD6cv4Eu1czKFqdJzt5PP+LQ1Xs0NjzHb/Ny1m4PZGh0iOhNizgcnEZ3bxfXTl+mQ21hsCqBefN2UNHYTnVGFLdTKjELL9SuCr76aA7HLoaTlZlOWHQqets4Z76Zx6UHxfT0tOIXEEHPmJb69AiWrzhEY2c3tU9CiM0XVslOhmtS+HjOF5wNuUN2RhqhsfloTQaK4y7y1fwNZFQ0UpwRxefv/J77FX2vhMoxqTvZv/xrToY8oqW6kOPLP2PFxSfoTBbs8iq++N08Uqo60Zmmh4i0m5XE+m1g8e4r3Nn3Lam5j/E7Gyl5TYi5I+Bi57N7zPt4NxXtQ5KnuFk7zPklf+QPny5m25atbNuyhbnvf03RkAGtrJUlX31DYmE1TeVpXLx0D63JhsNmJPf8Nt793aeU9QvoZeau70b2XEumq7udC7t8qesbl7xIZe1lLF7wLfm1bbRUJHEmSHhmiVBLFjKv7WRjQBytne2EeZ+RQia9uL+aOM/tFvpKYnl/wVYG5WosZj3ld0+w8ngIAwrNlMfY5Nlmtxm5sH0ue4LTkat06MaHODR/HqGpz6QcaYONhcz9/Cvq++QS3GjLCOL9OQu5Ef2ArCdJXLlbJYVEm6xPvNtMKh7u/prNZx4wMq7Frm5h5bsfc/FeDm11T9nw6Rx8wtIZkQ2TGuzDwcinEgQdqonng3dWUNE7PqXsl+p12lH0V7Fj4WrSaoSXrx2jVobX1x9zIvgRzY2VHFv1Cd/6JDGuM0vhTtfNW0JcfgNagxmtvIvtcz/B68hFHmdmEhMWQ59Ys90abbeZaMyK4Ot1B+mVqVANl/PNxyvJr2mlrSyRgLC8ifxbL340G1g1MjIyLaTr2+JZlZubK4VgEpEIZnr9EFglhQG06kh9FM+t5Byizu3hy68WsGr5ctZu2Exk6tMpmTs0bfzn//4Nz4ZEjiAnWqWC+soqOvpHcTo1HFq6cQZY5QoD6LRqiQ0KIzLsJku+XsjixUulY+zaf5ySqnrOX7hKYXUzD66FMuCeMA4w9lewZN9lqcsi9OrwwAD1Tx+x9eg5huRKBopvcehKMtg03A65RVZhNQ6sHPrmU2rlZqoLc7gdMh1WmTRjxN+4QGJ2BWlpmQyPvFi7LeohIm+H8LioVjqmtuUJH2zyZ2ygg1vXr5OTV8Ct4HN8uf4UytFGYu6IMHwO0iKDeZRXLikf6pMucDaiiNbKfHauW8WJM9dp6HK/n3RKMEhEtOhoLmPBb76g2y2fkLa7hLWHL00p+kVDTAadFAGjo6WCJe98RbtaPy0MYHtmBGuP3EI91kfAruOMmp0UJUUQnFIk5T8crnnE7vOx06aO8HAdGhigqaqYK/4BZJV20pp2G98bAlI66agrxPdUOOkJt4hKzpJC6zm1La8JA6iVPO9FdIW2mlwWL98nAWPFYBM+W06jcUJtajSXY/MYqU7kmwM3pPZ0P5spDKCdsvQkbkfGk5ecyomdywh4UEVlVjzlfVrMsmYOngmSgGXf01scvipAnHNaGMChklvsv5g0vc9WI0ODg7Q1VHLD34fkvBY6su9x5sYTrDaRi7mCg4cCeeErJBzQzIwMDtJeX8HFC2dJKayhu+wRC76cj8/FUOra+6kvz2Lb2lV4nwumqWeUgmv7+c/3P5Pm+aoVm0kvaSAr6jyffbGQoKhEekdGyLwXwqrl67hx+yFD43rO7ljMx18sdP1m41Eq8mKZs/Gs1P6R1hoiQl8OA+ig+VkhIVfDKMlJJaOyTTKA0Y4r6O/t5sGt61yPjGfMoJkKA9jXXk/wjat0Ky2MN2Ww8cQtDJpOlvz6Nyxeulw69skLMWh0rvsVm2GchNgwYtNdeiBdew7/suwoatkgdwIvUtT64txxCdrJcEszN47t44tvvChv7pGuIa/AKmGA4DBRkHCTNSu20jY2k0eUk5bSDPz8Arl7zodjV13gcbinhetXz3P52iWuxmdMwCo1p3ZuoW18pnpEy5xUpMdxPSaJx7dCeDZs5P6lw1wISaIwJxeZXihKBaxyhQEUnlh3o25R8Lwdk1bN4MAAtc8KObZ/N42jehJDL5NWXCNFtZg2wYDZwCq5XC49z0yGNn9bPKuEAvTJkyeI562ZXt8Fq5w2I/WluSSl5zGuMaAY7CIjI5PW3hHpPmmgrZbMJzk0N1YTJXId9s68jk0/5vRQiS++mx4S/sX2n7k06X3vflinE7V8kNyMLJq7h6aeR8QzUm9LNRk5xSg0OpqePaV1WO3+S1fZaaGhMAnf4ORXv3Pf4nQgPFNv3blPz+AQDfkJBISnuu8xY9mglvE0O4um7hEJENttFtoaqnha+hylfuIZxe2XwpC7MucR954US/fGbl95ii9JoLO+nMiIWwyoX9VgvrTrd3x0UF+aT9voS97AbnsblYMUFFZKaT/cNv/XLTrtjHTVERF9j47+lz2aZ+rWzNcEYbw23NlGZtJjukZcRqx2i47qshJysjKpbOiWzkWH1UhzTRV5mY/JKapx5St2P4zDQmt1BYUFBQxpXGuJanSIpqZGnhUXUts2IHmFq8ZktDTWU15cRH3n9LQIYh1pqSyhZVCwByeasSHSk9Mof940FRVLNdJB6KULtI+532m4N+T7y7OBVWNjY5KXrDAqFa9fjmfVyZNTCjwJVK1e/f0S+4n3mC2gct9vJlj193//9/zpT3+iRuTfmuH1Q2GVyFllMyhJCguQYFVetD8+d3KQKcZRqVTojO6Tz07iuS1s8o2TbthsVhMVOQ/ZcdCP3uFh0h9GUVLdSF9/I0v/5MW41cloVzV+PpdJSbhL07CwSmXKs2qo+RkH9/pR1z6ASqlCpdZPPUxKXRSwajIMoN2IUiT3fgVW7ZRgldg/I8CLS0kVrrqUasl68YWoXoVVtvEGPv9kmwQOJmGVsEAe7GrhaV46O5ctpXpIw8uw6vKdbEwTya4nYVVbyf/P3nt+t5WlZ77+6I/+D+aT15p7x1723Fnja3t83XaPp6vd7hyrumJXqaRSlVKpJJWkUk4UFahAMSeJlEgx55zAABBgBnMAASIQJDJIEIEgid9d+4CZlERVV7vUts5a5AE29tnh3fvs9Lzv81Zy8kKsBFat5vl8sOpnzC6EmOyWc/n8HYl+Zqo1mTPPAauWg7OMD/ZQkZvBqcPH0DptzwGrMiWwSihFmDoqyaxsRTinK4k/QapiM1jlNkzSrWwlNSaKU1eSqMiM5XL8Uyx2hyRLceC18XI5vXi9Vi7ltNCbdZKPsoakn58HVonBV2gpzs45iDt5iIq+VX8S4ZQnWku4fy+V8cZY9iQ3S4GCMu/Qb/fh3XCqEwpq+cu/+Ez6XaJCuHWWzuFe9nwehcYcBpeSfvuPdFscPIqOIKdZaICGqLn2KeXDGzfYsB2s+icpXa9tgotnj9OmC2v2jOSe4csqA64ZnQRWCQKfkdrHJGWWMb8UwtZ0k3eebAbCVsEqi8MlgUH9LbmcvlMeBqsSs5hdDOGzd/E3/98RKc+lwCxZ9yMoahqmO/caiStg1eyMhj1vHma4p46vTkcybLRJbeKe9a6BVTrpYCC0CawSB9WyzCgiU0soyq3E5d+sAb8RrLJP9pOeW8LgmJbmxxc4ktYlycxp1pF49TSHLsZic89jH6nmR+9exCneVaeLeZ8fj9PCcG8HJVkJvPXB6RV6MKlK2/49E6xa8Vk1azNy8cIZeg0zRB74jKrOARxOpzQO+QLrfVAAe9lJMagHh5kYbOHXvz2DN7jAtFGLsqWeswf2Uto/jdtmordDTlLUVW5GZ1MUf50HT2uYtob79bxXlH+G7k4VSTcvcjGlApvVylB/NyU5jzj86QmUqmaOnbsmHc6IOrs9Xkyqx/zmbKpE9fF1waqtwvl9wSoxf7ys36qdwKq/+Zu/4R/+4R82AWkby/oisErQRE5qdWGaUkEru3IJsMpuMTOpm5SoJec9s0zpJ9EbTMx6A3jdduk5gyls/bG8FMQ2bWJy0oDVbsdiDlNR7qTlJaxtjXq95MfI63FjNhmY1BtxuDzMzzokak+DaXpFazSEb06EibzNeHwLm+ccqbwhlhf9TBkmMU4JbaFl/HNODPpJiQ7TYZvBaJzC5nBhmTKg1xuZ8y2wMO/GIGhEDYJedfNhtEhWUIeJOukkGbhXNn6CWtMi0VAap234A34cQk6Teiz21ThrUgyDVf/ze1T2DjGh02N3hS2ahHxnHRYmdTpM5g0aTqElXLZpKVykL5QXpLIIy6rTHxCRq5DKM211rllGid/FZtQ+MyW1l/htYVHQb80zbdRLZbOLuVi6QngcM1I7OVfBKuHDYbCRs1dyt1DIrjyychMO5I36SUzTVhx2C0ajCeesl6Dfw5ReL/WhWW+4fUT9JLkI2dlda9YvYpzzijbW6dAbzSvWoyEC824pbRG22sbCMfm6bGfXNt5iMT7nsEj9RFgf+QLhzdnm+C6Jftg4Zdskp7AIlpl3OxB0o1PTVtxOK3q9iTl/UKKmckwbpX6+FawSzy4u+JjWjZBy8E1qe/USLe+qlIK+WYmaVacNt6mgNRY+rmaMBnRa7fqfbkoCbAS1qpBFWKa2DTTIgnLVxaHf/IZWfXiNJTbtoi1F33XPr2vvCXnOu+3S+2Gatm0Ch8U7YZkyop804pzzbrMUE+UWNMrWKQM6nQ6r0yNRL5qNBql/2JyC6m/DZC49EMI3a2dS9GW3R6KZFe+ZoHEWFJ1Oq+i7k5gtYQBJKGUIxQqRvmnaLgFHq/JauwsfYl4XhknRV8I02PMuG3qRjtWJwzKF0WSWxnqTXi+9L8K5/Nr7M+PcXDfpHZqRyjE1I/IU1lzL+D1Oqd8JObntFqmNRZsLC07RzwxGM7PzASnugndOahcxLgmaqS1SkMYbm9kkycEqALYlUR6Rp46pmZ21W3cDVq3JZOXDqwJW/cu//AtirhGg1U7Xi8CqxxFnydtA6ywsq26UjQgTFkoksKqeyoc3uPWkjuDSUtgydGPfC81z+e1/4VJaLfOBIEtBJ1GHT1PfMbYCVu3F6FugOvMJBUW1Kz6rfsXo3BLLfhf5j59QUlrByc+O0zpmQlBRioNa0T9lOSkkPXpIckbVtqqtglWij7RXPiU9p5l58wAnI2IwWZ0YBFh151lglX8LWHVY8lkl1lVtDWVcOneRSqUa94b1+uK8jYyUeHIq5NK4ZVJk8mlkDssBN4VPH3Hx3B3GdCMc+9nbJKclozQKKu0lSh/GroNVBbe4ntyE2yHm4WnkRUnsPZ2wVrdQcJ78zEyqWjpZWHSx9zs/2QRW+cy9/G7/V0y7/SwtBpl3zlCQm0NJnQJ/0M2B7/2KMdc8TZVZxGTXSQoEAxUpXEioC4NVh8+EwaqC5HWwqruYI5vAqhDdZbFceChn3m4iJzlOAquGt4FVSdQWpHA3JUcClpecfby/o2XVz6gdsSGvLyGzsJYFj4F9e85i9y9gMw1sAavqMfcW8aMPzkvW1hplHTHJWZssq4SwZkY6iL53lwcZpRi6ivjJb7/gaVYpvhBhsCpiBaxqTeVEVL50iCR8VmWU1kvAWhis2sheEEJdncJXSU34BUtJ2gOK6sNgVcQKWDWtUXFiC1hlbC/izLWn+OcsPHmcRomsW1o/eQI+OqqzOPjZRXQWG9bpGVry49hzKonh6kSOX82QqMwlK+vQIhMaDQv+WXJTorh09yFTFis2i5n0659zOlFO4YOLxBUow9bpS0u4Rmv5h58dZS64xNRQF4lxifQbNx9wu03jPIqP5vyddPRmqwTaRh0+Rt+MB2VtIalPC1bAqrclxg3DWB8x9+8wavFiUZex72wK/nkLVw4cpFPnkN7JpQ1+eZf8sxRlpZCcXSMpnUx3FPDu+QxmLSbS728Hq2z6Udpbe2mprOP+9es0dI1KZxgOQZ134UyYBjC0jN1ml3xfu+0mbl0+y5DFR8A7i8PtkeYSpzW8jhR9ICMjn9aih+w7nSJZD0+O9pIQm4CsIo/rcTmS0o/PMcb5L67jCixI+63VNcnaSyes9ceUXLp4nbM3kiQfWUPyPN7ee4qalvYVhhoBVv1C8lnlXwWrVGrSL1+mccyC227mzuVT9EtgVRTFTV3bFHFEfrsBqzaWS3x+VcCqn//85/z1X/815eXlW4sofX8eWNVdm85PfnEAk3D/oO3h8L7DFDV2S+083JrHwc8jmRhTc/N+LO0D2h3T3xjo87np6g4rDWwMDwY9qNo7NwZ9K599jinGtNrNtN2hZRz6fk5+9hFn7mXj9obXxv45BzFnD7P/6HXJQr+zvoxew06K9MvMdBfxr5/dfmGdfJZRIu7G0TdmwN5XzM+O3n/hM4Jd5upnH7H36A0cXsFSEaCltox7canYPKt7lI3JiDEzh7sPS7B7ngUEb4z/n/ezANFvXTnHkHXjGfDLyGMJZVUh6qln+8ybt+soKZX9xwGrCDE/PULk3Vg6Bzdbn+8kOa/XRXfPBsanlUgu4yCpcekkXb9Bak4FerODOasReXMTTx/GcenyHabnFyUmm05lGzXluRza9ykd+i3WiMsLqBWNXDp5GNmEm2W/g7yn+bQqlMjrizl76ir6GQuNNVVU1shoqcpm3/4IXJvcmizT3VhJz6SgUF5kqK2CjHw5VptzbQ8dDMxx+fM9tBuFS5yvd+0GrNqa8n8MsGp6Gv70T9fBKuGAXoT9O18bQajdft4JrLp//z5paWmYzZsP3Fer83ywahn9iILjRy9g9a4eIC4TeeCXyIRllddJfsJVypXjWDUK3n/7AA3t/UxqhhjVb9Y0choHePfnP+fOwxJ0BgOt1TkcOXkFi83IR2/+juYBHTOaZn74vz6UnIMuBVwkXT/F6QtxuFa4oI0tSXyeIiMwayH64nHiHpcyrhlH2beZB50FO5f3HqN5QL/OAb28gKo2ixsPVyyrPj1Il84qicE8UMXbe07Q1j2Aum9I0tRdPxQIoR1qYv+npzG7AwhfJk/ioshuHJQOEya6i/kiqoKZsU4epBRgcc0SffI0GocffVs6+6/kSH65uopSuJ1eswZWjVdc50pRH56Zcc4e+oyCGjmjfSoa1ZPMOdW8/eZ5ZreZ1vt44+9/wuzCMpPdrdKGUVhWGZuTOJ3WKGl6jtTHcvhaFpYZAxEHP6a0ZYAZVTo3c5V4nDYeXjzHzLyLBydPUtrcvzZohPvDIrW5j4nPkEnhjXeOcjyunMCclbjTH5AsN+Kf6uFExD30Di93PvucvmkPJt0AZ6MKmBpt4/DeQ9S0djMxokbj2jhZLZKbcIsCmYwLeUoqr35CzUR4gFxy6zh14RJK7eqiZYkHV87xVPIbBf5ZK/mpsUQl5OMV1FKL81y9ksy0zYGsLJdK5QjBWQ1v/OwQTiGb/hpuZ7VKWt2yyhxSK1TML/jZ+92/R6FzYhhXE3H3Cd7APNcPH6VKNUpwzsAH+26ysLxIS8FDrtzPY3bOyuXzd5lxbx5I5yY7OXcnAb1rgdDiPP/1//5H6RBJ8O9nRF0iPr8Z77yTqwePoJ1dwDWt5VcrllXDNRkkPBZa/CEsjZG8nb6RLlPs9wPs/+2btIxOSb7V8mOu0jFhRyMvJjo+k9lgCAE+7vneP9M8Mi1ZMd26ch293Ut37mVOJFdJG5nhpkJi8uT+munjAAAgAElEQVTMO4ycO/Y5aYV1aDUjNHUZJbDq+kcfrBwMhBiojOF0YumKRUuImXEV77z5PpXt49sOx2atExz79V40Tj/D9ekcuZLAlN1G7vU9HE7pxOu2UpIWx4BOT869C0QXtuHzzPDJL35KVqWc8fExJiZ1yB7H0tA+JNFn7v/kOrNOM4m37zIyvV2bRhyqKEoT+SI6d53uM+jgZ8KyKoRE4XPh/Gl6TLP0lCXz0bEbqEcmGO3rxOheX1gGnBp+/esPGdTPMKEs5AdvfYXFYiTlQSqaKSs16VGSv6O068dRTVjQDraTkFaBvr+RD/edQNauRjfaS//4NLJHt6nrGGeko4G0klbaKx6SWjeAb87KpTMRmKYN3PzyC5KeVqHRjNKtnsBn7efXP3qPjhEDnTVP+ezMg5emAUxPT+d//I//sTp8802AVUvvvRee7/7sz742DWBCQgLJyckYDIa1sm388DywSsRbdYApLGzWx95wCqu/iftOf4ISSoSvXjvFWf1t8317elL+q/lsSVecNojD5nD6m1Pa+G01jgjbqSybw6RIhJaXNx90b0xwTT7h8q7+JKWzUsa1NJc3xwnHFbR7Zj79mx/RK/xAbqmXeHarDFfLvjVcUPUlnfmYpBb9js/s/Fy4TKuy3VR+SabhEOFbpi3/EQWdhm19YPUZ6b7aPlvuQrlAqosI3/BAWE7b5RIOX2nP1fhSmtvbOCyjXaax2u4rbSHls6F/rmYl7qu/bbqvRFgL2/jA2ueQtMHWtzdg3WLhF+6n6226KguRnmjP9b/VX7aUYyUPAUy1Pk4mr6lPWsOEg8MyCJdtrTDSBylsS99ajbFWl2fIQcRbLZ+4r9dhu8xX0xRxljfJeLXdws9s7bub0l9LZMsH0f4b6iCVe+s7trHfbS33tuTW22Htpw15SOmL7ys/rn1fD5DGnPC7s5bCpg/heq3LKfw9LItNEVe+7AasysnJ4S//8i/XHn9VwKqHDx8i5pqJiYm1sm388DywStsr48g7b3H1QR5Wt0/yGxX1+fvsvZjMhG6MW5dOc+FeOuPqNqIibxIbF095vXKbJrVJ3ciVS1eIi08gNTWF6+du0zdhRttbw1vf/zn5dXISIs5x9loc0y4L5957i6jYJLKycqiqb2XS7KCj5ilXI++QnJxO1/CkBMa6tR18fvBLWse2aNsLRbuyNP71lx8j6xpFlpPE2fO3qSh8wieHvpQOmR/fOMIHn0cyMNDL5RPHuJtaiGZQyVv/+3+RWNhEbso9vjh+mc7uTk7vfYuzsaX4lkOYRrq5fu4STd0T63slIdBQkH6FTKIAS057THH2Y9pGxX5pma76Em7djcdgm6X1SQRvfnYX3zLMO83EXP6S87dSsdrNxJ/dy8EzD2hqqCc+Kpr8vFzya4X1ffhaDsxSmJXGteu3qJa38PF3v0tu69B6OZY85MdEE/UgnofpT+lV95D7NIMr125Q2dzEJ99/g8y6DpoFFfzJi6Q/zqE4O5t+k5teWR4fvfkR9coe0u+c59D5e5gcdgofnOe9w1cw2ISCmrhCtBTEcOTMDZ4+Fb7LLhCfXkT6rbN8cDACo3OO0rTb7Dt4kdaWRqJvRRETk4JSUcGbP9tLr269rZyGQT788T9z62EFdaVPuHDhOjU1JXzw6z2UqYZoKU7mw7cO0jE0Sn7sVfafvMmkcYLrJ04Tk/yIx/GxfHXmCsph4wZmD1jy2Ui8HUlWtZKF4Cyn3/opD+vUko/i0bYK3v/wM6pVI9hH6tj76ZfUy+Sk3RX+N28zodeTdeso7x2OwORY3ceEaCtL4fDp62Rl55N46wJ3EnPIir7KnoOX0VpnqXsazfsffcnoBn+yYw3ZHD5ygezsp0TdjCA6vYSqwmwSkhLJzC2lqrqBrjYZ8XceUJCfR35tDz67lluXr/IgIYW61i7mfB4KHj4gOSmZvJIKWppaqC4r4EFMEsUF2TSozej6mom4FkFyymM6B7UE5qaJPHaS+wkpPEl7yMWvzlHdHraeWmlEBA1scXostx5k4ZgLwIKNiAOHeZCaSbIAsS7fpKGhnLe++33Sa3txWPSkxdzg1oNkclNu8tN3v2BIb6NesMJE3iEzt4zJmbCSbLibLDHeoyTh3n2SUjMofPqY5sEZJtUtHPtkL2nFrZIF9Gp5+hpyOHPqEhfPXiXpUQEmm1A+DFCdmcRHb79NfkMHc95ZitKTSUpMpLCyjtoGBQvCX+uYijsP8/H4/dRmJZGQ/JCC/FJ6B8bxOI1ERUWRmpxMTlEZrap+PDYd6clJki+q0pISquVDBFxTFBWVMKDZbhm07LNw7fhRUkrCPp6thkHOHDpE04oiqNM0zN6ffpdbGTWM9ik4fewoaTmlxF+4JB2mFpTXce7oJ5TKh5AVpnLh2m3aR7fnsxuwSozXYj/j84UBglcFrBI0uLGxsYyOjq426ab7s8AqESm06ObU3n0M2wMszZu5dPgAcQUtkgLPmCyDxNJegi499+MTKSgsorykmO7xmfAaYHkRw/gglaXlDOmEte4Ctdlx7P3kON0j+rAfUSmTIM2FyXzwu0MS4LUYWkI/3EN5cQl9OpuknDTaq6SuWYlRr6Wxuo4RY9i1gXhcWFaMD3Sh6umnrbGW0soGzJYZ2hpqkHf0Sdb9Ym7Ie1qBOxCUKDsbGpXYXD7EOYeqsYayijqMMzYUpRkcP3mW6rahNWUwkYffriMjKYJffnqZ8ZVxxG4e5vgnh7gXlYLZZpFoQ4WPdSm+x0lHSz3VDXLpDG5e08D3P4lArWigur6ZKXsYvFgOeulprae8vBajbY6gQ8uNB0n0jRmZH6tZA6sW/fMMdiupqKpnyr463ktZQcjDk9gHHH/3TSIfN0gA//j4MPklZRKjkfBX2q9qpriomL7xKalthhoKiU4vC4NVoSDdzbXU1Dcz7ZxHuCZpb5UxpJ2ksbqc5rZeyZJ3JTdpntENd1LfKKdb1UJVjYwpmzvc5hvSMtucjKjbKS2rZsrpxTTeS3V1HXrLZjBhwWNHVl1BbUMrM1L+NlTNjQzr9FL+rSo1vhXF+LUyhELYzVqqysvpHZ6QlKfWfhMfQkvMGMapraxA3jMqrUkWF+bpkTdQXlWPzmyX2Bb62luRdw7T3dpAY7MSx6r1aWAOZUMV6ckJnDp5cgWsWsI40ktJUSEtHUMEFhcwaYdQdnShbGmipLwWq3uWrpZ6GprasM/58TpnaKqpQucK4LGbaFPI6ezqoaaymlG98Ae+xGhvGzKFGpd9mpaa+jA7istEeWE+fWMWhFKAsq2dzjYFFSUVTFhcjPfIqaxpwGDZrOggqi4UBLrkDdQ2KSWLSLEucJk1VJaW0t4zIikDui166ivLqW/tlfZDwj+6eIcqK2vRTtmk/bvHYaS2vAxFR7+kAOl1TkvtVFmnkBRHhJ/gydE+KiuqGJkUdQmxvLTAmFpFQXoCh05d2Q5WiTFhbCA8JkxawmwVWbHs2/8lPaOGTWe4nbl3OXM5k7rsAtqHtLjcXoKBgMT4YNIOEHXpCsY5obwYlMBzoWB05+SHFG3wi7jaJwJeD3HXv6RR48Y+quDW/SwsDo/kw/vy4d+RVdlEWtoj+vUuQkEH+974V3qs6+dtwrWDoqEWjWUOn9PIrS8/5aub6Zg3vYvL3DixhwJZOxXlVYxNmlfYKUKYJwaoLK+gb2RSotOXNzTQ1d1FZUkVNu+6EvpuwKq6ujr+9m//do355z8GWHXkyDpQ9Sd/AnfC1AurDfjvdd8tQLUx3k5g1YvK+zywSvia6O9Q0FDfyIT0MoLw5dFcW027epx51wxtzU10D0ywsBBgamKIpqYWegbGN2jnrpQgtIzTYpLMBVtb5ag6exEa20ITdFo7TGurAo3BSHNdPdppMTCHUJTmUdgyED4oCQVQtzXT2NKORzhcdc6gam2hTdmFdU1bW+QVkg6vm+obUHaPrGkzCyfvve1yyYGowzZFU30jnX0a6fBbmABrh3pobm5leMIkaYOvyk0gwsM9SmprapHL22hv70JnskiTsvBx0d+pQNbaKXGpj/V3o1B2MGGwSJuNgNdJU2MLE4Yp+trlNLeqcHkXBEk63a2NtCjVkpNnQQ3Q1tKCskONJ7CIoHZpa2xkUGPaRCtj1Y9SXVGNxmDDMKKmWdaC2eFmpLuN+mYVnuCS5PuirUlGe2c33So5qm7hM8iOSi5HpeqWrBOWQ8vM6EdplatwetYBpcWAl662VlrkPZImnAAF5c0tqLqH0PQrUfWMYtIOI5M1o5txYdWP0Spvo3dwIuxvZSnItG6UlqZmegbGtvCQhph1WulSVvHpzXRGNEapbkK+Jk2fRNumkiaFMCiq68vjvYhGFgPzDHS2ox6akBztSi0cWqRT3oKirUOaJMJa/8uYNMMoFEqGNPo14MU5LuPLuFzs3kU8lkkUrQq6+8dwrdBRzdqm6VAp6ewdwrYSJgbpoW5BU9mN0Tq7+RBZMrMdQCZrYdRoY0Y3THlZJRqjAGdDEn9/b4cKpaqLSYmDXBwIqKmtbZSoOkZ7VDQr2nF751C3NVLX0o13ozaCAKveeYuiimra23uRLBcWg4z1ttPU0ib5FRFHW+6ZSZRtCjq7+3DMzkll7M69wlcPnqBoU6HRC/qnsMaueO/aWltQdfbh9gWZndHSWFvLsFgMi4l6zipR/ozow+bHQmM9+fZtDHPrE8/q+yDelaEOOR3943jmXPR2KFGqetCP99LY2oV2bFB6l2dcHnSDXTTIWrHOL+Awa2luaqKjZ5A5n1iEmOloa6OjewCby8vigpduZbvkJHg1r9W78KOibG2ioUmOZQU4dE+NS+/C8OQMVqNGSnvUYGUh4GVU3UFLs5wR7dQmjT+hva8bVtMqV6IzTCKrbcRoc2EYG5T6zZhuSvI74zCNI5cr6BueYN4XkBYTRs0Qzc0t9AxqpLFtzmaU+lLvwJhkRSpkplIo6Ojqw+aak/zOuK1TktwV7T04PX6JVtMw2kdraxvC4aOiRYHJudkqtKioiL/7u79brfq2u9gkffTRR2vh3wRYJej/JAviP/kTgrW1LwSsdrKsWivQMz68CKx6xmOvg78BCYgxtrMikR//7T9zLuoRBs92C41dZRNaYkRRxJ5f/IC9p+/Qadi8gdpVGs+IJPyNpd66wJnbj7GLOfL19WIJrIAeGw0/XvzQS8SQNlJL0pj4Ek+9jvqKS2A3YJU4aHxPKDGsXK8KWLVanmfdnwdWzegGqCqvQK7skRTghOKZXFZPbWOrdFCnlDXQ1tkvrU+s+mFpo9yh3rqODefsmBbrh2qqa+rpH9HiDy4yrVFTXVUjrSW7lc00tAp/dh6Gu5XUVVUia1Fhda1QXy8FGFC1SAdRE1MOKdGQ10RCYtHa2nStjqEg431dVFdWo9ZMMe+yIJc1SvTc8hY5Q+NaFI01NDQp0On1KJsbaOsZwqwbobq8HEXHAP09bdQ3taHVjNHSUEd9UxeBZZid0lBXUYHWsl1JSBxojvZ3S2XUrJRRlMnjsGAwCSvgZfwOPR0Dk1JRhRVxt7KFhpZO5ubstDbU0iRvxzQ1JR3kydv719bwq3WbtZmQyxroHtbQ2VRN97A+fIC3EiHodSFvrJUO+cT6fM4xTVtzI52Do3Q219DRP4F1aoKGhnpq6pqYNAu/PyH0w13U1DYyPKpB3dFGXb0cp2eO7uYGGpvaJP+sq2VY9Ltpqaumta2Dvt5Ounv7aFe0UlMnwzrnY6Bd7DvbmLG7MY4PUFtdx5hOR2tdI7rpVQU7mLNMUlNRgbx9AKfDirJJRk//AG2NMnrGjIz1KqhraEarNzLQo6KuvlnyM+c0T9BQW09HexdKRRsGi1Pg8BuuJfRaneRzSwRP9LVjcgekw8Up7QgN1YLOakYCbBSN9XT3DtAr6tzQitVmRSmro0GmwLbqf0noxPlnkddX0yTvYLCvi47uHjpVbZLMZma9DHe2SGv3Kdv6HC8oztqbG2iRK1H3dNPVN4bDYqKprpomRQ/eBeHLbwZVSyPyDkFpvCgpHVhNGupra+kb0UoW2mJ9XV1RQdfAhGS9aDFokNXV0TsabvvV/XhdbSNak1U6NPXYDNTX1KBUddOpVKIxzmyxtg1hERa/RvMaJd2MbpD6ehldPWraFO0M9XVTXVWJUj3B0lIQ48QQ9bV1dHW2Uy0OMW3z+OfddCmakLV2YJ/d7PtT+CSdGFZTW1PH6MpeyTE1QV11zbYzD2H9XZvzlAd3khgxiYNM0ZxB1AoZlZXVdA+MSS4BtAPdVFVU0NGnWdkvh7CPKYhILcTjD2AaV1NTVYN6WLtmPT1rmaS2spKeQe3K/iaE06ylvqaarsFJ6fByKeBhfFyDzbWTdcISEwODEuuFKNVCwMfE6BAuX/gAcM5moK6yglZlL2bTpNQ2In/blFYax9rVo3Sp5NJZids2RUujjLENQMhqx90NWCWXy6X9TCAQPod4VcCq1To86/48sEqcA2RHHierUYOpv5vUayf54tpjvP4Fsm9eZ8AWkMCqiIhIcqvlaPtl/OaHH2P2h2n1u9uVqOrz2XPiFt5gEE1HGZ+cj5HOitaHhRDT/VW8e/w2XmFFZ9bS3tVFr7KCn/3oAI7gEhO9rdy5cw9ZbRmJT6o3gamCwn+wLofjX0UxNjFJ3r3TfHjsBqND3dy+cRdZxzALASuffu/XCAYWy7iah7Ep9IxNk5OayrDJQl9THhm5Knqby7mTmMa45PN2XWKe6VGq6oo5dugo+S390pjWUZxCVGIGMbcfMDM3T9K1E5SozQR8cxSkxdDSP05OchJVrT24xur5n/+2nwmDnoJHSSSmFjC/4OVJbDx9egvDXU1EXLuDyTS+DawS/V/RWE1tcyejqgqOnEuQrAjXShfykJOew1BbLW99/0dU9U+zBlYtByhIiJcorcXZwt0Lp6ju1LMOVgXQ97XS0t5JzsMk4lMK8S0GyIw6zVdxpUwZJnh4/zq59WEf6qt5zlr6OPirj1GNaKnKTOB69GNpHtL3y2lp7yI3PZnYpHwmeuo4dPYuDo8Pt0NP9O0YZjewjSx7zXx14jITUzM0l+VyPyYNg81Nxo3jnI4vx6QbI/VeJIWygdWspfviggeFTIa8voybt+PoG99owLCMpq+D3OwCxicGOfflVcxeH/mx16nrmaBfUUXEnXhp3BtrTOWnH19EZ9CSlZxAek4tAWFccD+JSauTMbWCCydPMGT10VmdT3a1HIfDwpM7Z7if28JkTxNXzkfQrOqjOvUab7x9nLGJcR4nxZBR2EQw6OXBuYNUDLuYd0yTEnGO1LxGhtoqOXjuPi6vH9OQjM+/vI9vyUvOg1iqm7tYWAxSe/8ksfl9zJpHuB15jZzKZnrrMvmnf/4tqlEd1fkZ3I/JlJTFV4UjWCH0o2rkbUriIyMpqFEybxvlYuQTTLoRCh6n0TvUT15pPZoJLXePnUXj9tGvaqCwogVNbyNnryVidxi4cSUao36c0vxsVOohsrJK0U3qybnxJbIJJwPdbRSW1KEf6+L0iQim53x0VT6muGkQ41Ab56/d3AZWuSxmpDGhLo8Pj98isLzEqKqUzy7GbRkTQKcs4Pv//GMuXopGaxM+qEUtQ8zox6ktzKWmSb0J3GLZy8Ujhxl3bd9zbwSrRhuLuHkvB5tLnGMtE33+ANeTsrkXF8uoVSgaBDnz9v+hbmJ9vhGMGmk3vqK4S4+gWq5Iu0lijnITrbNQfrr6+bs8qe2hrSqHG/ceYrTOYegoJjZThmFMTUpCAi29GrLun+NybCa5SUloZ9cpJncDVnV2drJv3z6JbUlI5I8frNpqVSX8Vgn/Vd/CtRGE2u3nncCqt99+myNHjkhUbjtV43lg1U7x/93Cln00lpUyObXZQuvfLf/XGf2BJLCAenJ18f6sLDycuRy3aYJ+Vsznhi/NUZqXQ98KKPPcuK/Ij0KjR/JZZV/fBO+uaCG6c65KNIC/r1/LWYuOp4+KNh0a7K4Mr2P9vhJ4EVi1Nf1vAqwKWKxrYNXS8RNfC6zau3cvn332GQMDmxfIq+V9DVatSuJbuIfCDp1n3bMICsuN9DYvV5oQwYUA8545BGAZXFy1tn65VHaKHVpaxO/z4fcHthxC7RT7ddhrCbyWwNeVwG7Aqq1pvypgldjLiLmmq0tQDm+/ngdWbY/96oQIYKg2J4uKZvUWJa8/XBmFZrC8vpT8koZNSj1/uBxfp/xaAv95JLC4sIDXI2hvX67O4mDP5fFtVpJ8uSReidi7Aau2FvRVAau++uorPvzww2fSmj8frIK++nTO3M9EoWhF1VjIxwcuYHZOcT0iWgJNJMuqhJQVGsAFTr31I9RW4Zt0maXFRTwzg7z3/kkcC0GM/XUcvJaybT/u0sj43ZkYKVwcIAuazXm3nvf/IUynGlryUfwonr2HLjC+wzmatqmQWzHFzM4vYFGXcOB6BoS8ZN5NpLqunUU87P/nnzDhXcahHSA9JomuETMZEac5cyOOzoFx3B4fA4pq4h4/xbCJSQdc+iFkTY3U5adx6EIyCwsObkdG06FoIO5uDBbvIo9ufElhjxmnvpMDe6/iCYXweb2Sn1FhWRWmAQzR21pHWupDJkcU/Prdj7l37x53bkby5fHjqPr6t4FVNsM4108c4OSFSGKib/KzH+7Hvryht0lgVS4mwwx6eRY//vkBGrvUkmXVnFnNwfN3JKVTQWveUiqoZQsY3GBZJZTsgwt+WiuKiLuXhnsxRH70V8Q1aQktBlDUZHMvM+xbbjXXwPwkx986Kfn7njN0c+TCDTRGi6SwHwz6UVQVExOVgsvn5OInh1Dp7NhGGnlcthn0GquK45OLYR+EDm0fMbfvo+zTk3P3BHGC8SLopanyKXE5wo/khisUYnFxEffUMDfvPqBNve4rfDkwR3nhI+Lz6iUrs9nZWZbdQ/zq58fwCKID3wzXz9+kTjWIufMpH57NkGh/26rKyUjLZbyznC8jsqXM7NMGom9cYshoIuL8LVQDE1IftYzI2LMvAk2fgsSYx4wZXMxr6vjhoTuSJXdLaQkP4/Pxh0IkXjxI8aATv9tOYUwUFfJJCJg5/OlFpufmcZm6OHT4FgEWyIuNo0rWgSCiksec5N7TXnw2LWmpqSh6teDV8oM3PkWoHox0i7xjmdngG1MUenlpiWDAR/HD+zwsacA9Pcgvf/wbMotq0U9ZcJmHiTh/gbiH+YxMmJh1Obh3aj9HvoogJvo2v/3VQcbN43z6y1+SklWKxjCN12nk+rkz3E14wsiYTlJgeXLrDAc+P0dM9H0+/OU7qAxmTr39O7RzSwSdk9yJS94GVq2OCXMzA7z9zgncS8tM9tVyJDJt25gggLf+lir2/OgNfvL+ETpHjCwvOHgSc5/TRz9jz6fHUevCZ4sibntOIulVfdvSETLZCFYN1eUTeScbmzsMVj24eJDI1GyiYh6sgVVn3/0+sslV622RQojHUWfI75xEWJQ1ZkXzqHgrnekyt05+ItEAeoy93I5OYVw/zfVPf8Lh87eIuXuLoyfPkl+nIvPeefLbt1Mk7gaskjrmhn9//GDVJ5+sHdpJmubfklWV1FEWgi88NNwKYu0EVgl+95/+9Kf09W0e8Fbb7VUEqwKzVhIvHCM2ux7vNiq81ZK/vr+WwH80CYQYbyngN//2fd769DwvA5MHHFpOfvIOP/zJb2lcoVf8OtKxjjXw7kdHGJG0Jb5OCq+f+X0k8CKwqr+/X6J1Xc3jGwGrFoIs/+N3pLkv9Fd/9cJ5ZyfLKuFL5Ac/+AHt7e2rRdt0fw1WbRLH6y+vJfBaAq8l8K1IYDdg1fDwsETrulrAVwWsEnsZMdeIDepO1x8rWLVTXV6HvZbAawm8lsAfqwR2A1ZpNBppPyMO0cX1qoBVwqr4O9/5DmKu3Ol6EVg1PdHDiQ+Fe4cGRk1WEr46SkZuBgkF4XO4zWBVkNO//TG9M15G+pQ8fZpNa2MJv37r2BpYdeDqzmDVB2diJOaPjlYZBfmFtCplvP33P5Yo/oVf087GUo4dOkG9angb+LkzWOUj617SGlj16Xd/jGY+DFY9ksAqCy6rkbqSp5w5uo+LccX0CbAqYztYZR3pR1Zdj3lGy76395GXGcPj+lGGOltIiI2TfOesglV2jZyP9l9hVlDXhZYkRbh5Tf0aWKWWC7DqEZNjSt47fAm3b90SZCcaQLtRQ+ztGzSqTTs1n0QDmJMeBquEdUd+zFl++9k5HuaV4DJ28empSKYdc5IPXlX1E64/rFizrLI5bDyKT6CypobHKSk8uPtyYJVzGfwzQ5yKjGFcN0F6YiIV1TVkpqYRfTsFVzCEMi+ac8m1VKSloPesU56JygwW3efDr7IkgMGlHyQlPonOoakXglXW8S4epjylvjyPc9ejNoFVS343pdlJxGfXSeD68mKQBWsvP/rpYZyLIUJ+G/ciHtDaNcL0DmBVT9UTDp9/KJXJPq0n+sZFBif1kkuEZnXYnYRNo+Dokbvo+ncAqwjSWlbKo4SvA1bFUtHYLoFVrQ9eAFb1tJEUG7cJrAr6Z6l6/IiymgYe3LhIalE9Hp+XsYEuEqMiOPbFV7QNGDGM95OVFstbP/4JZV1aUm6cp0gRBuKkThZaxDDSR3rsbY4d+4r69hHM+jEKMpL56Bc/Jq20nfyEKDLLOtctp5etfPJPv2DEFSTo1G0Dq4QLjCF1G9krY8Ivf/PFGlh1+Pp2sCrgcTE5Ooksr5B7kbcorFUy71uQqJXn7WYe379BiWxQYqzqa66ioLaXpeUl5uY8kkW6GIcFtbq4NoJVU121XL2VzoxjntBygFunDlNU10RMbDz9BhcsuTn083fRejYqsL4kWGVSc/tBqgRW3T70c56oNr67od8LrJqcnES40PB6w2DaHzdYtdWq6r/+12/NqkrqKN8QWCUoEcTfs65XEax6Vtc5SyoAACAASURBVFlfh7+WwGsJvJbAf2QJvAisSk1N5S/+4i/WRPBNgVWLV66sKWosjI0/F7DaCax60TyzK7AqtMyiz411bmeaOqEJJBZTwin9sy6hhRRcWGBxUVBgrscSmofBgB+v1ydR0az/AsvLiwT8fnw+P8Hg4o5aRhvjf+OfQyECs3bJwf1mLVzBZ70oaRkubqizqOOCX9TFy4Io71pFhR+joGSh5PMHtpjbf+Olfp3gawm8lsAfoQR2A1YJnx1//ud/vla7VwWsetE8858TrFrGMTOF3mR5qblLOJWfMU/hnN1OAbjW8N/WB0EbbzVjmnHuWCe/x41WM8nCs5cC31bJ/+D5ivnfbpmWKN03LHH+4Pl+6xmElvH75iVfIN96WV66AMvY7es+g1768T/CB3YDVhUXF/Pf/tt/WztEfFXAqhfNMy8Cq9w2E5cP7SEhqwbfUoi+iiT+9WcfMWAXdIchZk1DXLkWSbVczazDxIGffI/qrlFKnyZxLymH8QEFb795kCGzg6nhJvZ/cQ39jGMT64B7UskHn51nQjtC3INoHj4tQaMd4N2/fwP5uImOxmqyckupK3nMoRPXUK/4XhJdSVgM9ZQ+4szlZMx2N/1VyXz01QMczmkSr9zgSV4d/kUvVz98k+xaFcr6CiIvRNDUOUZ5Xjbt3WrU3U0kppYw0tnI7XsxKIcMa+WT3GfIG3mUnCH5Cyp+cJr/88sTWLwBFNU5XDh/kb4JE9FnD5BQ0cOs08jNEycorG6mt1eN3mxlojWb7753BptrlpaKXG7fuo9+2sTtM+d4XFRDj3oAk9mKfVLN2YsRNHUMoml6zA/2XMQyY6b0STIxSZl0dPcxaQ77p199jbwuIzG37tPWOSSBeB7bJGcO7ONybDYBn42oq9cpqZczNDhIWVYqDV0TqIofcTEqFe2Iih/87GPa1f1U5mVx42o0BpuDlKuHuZqjwOedpfRxDNcE8LKwDjQF5nUc+OEHtKgH6ZHXkl3aiEXXxY9+sReVup+qgmwiL99jatZPwDbMBx/s5WGhbNv8N6dv5+PPztKhHpB8jOUXlKGftpN48TOu5rXj9TgpePSAmynF+IPr4IEi4wbnb2Ux2NXClYgbVLWq19traYGOxnIiI6NpVnbQp+7DOe/g5uEjlDV10t/RQlpmIRPGadTlMbx5+B6uuTlqcjK4eyeF8QE5Bz4/S2t7L50qORdPfoFqzERJSjwPs0oYGBxGUfmU1GI5GmUNEZfv0j1iQtv6lP/zwXkcLicVTx5y99ZDLE47t459SFLtMM7pSRIvnyW7Wo3LPMTe94/SqzMz0VXBno/PY/F4qH2aRnxqJurBETLO7eVyfB3mCTW3b9ygqqUP+6SK//2d99DZ3XTJyom8GonWuu5+Yd4xwemPPqe5Z5DMuJvce5iPWdfD/dRi+nu7qSzMo7GhlaqaOjrVgxTHXKe6z0RzUTo376VKLm20xhkWfWaSH2TQr+6moqyEBlkzxWU1tHf3oSiIJ6umn7a6QiJvxyFXdTGmNbG45Cf65F6SCxoY6JBx7vJ16pQDa4BR0OukNCuR6ORcaUx481cHGLW4MA7K+OzEdQyWzWPCqCyH+/HZPI5NJin1CR39Y/Q019HS0Ut/TxclOdkMG5301mVz5MRlqmtqqSgv5UlBNT6Pg6baejRGq3SmMK0b4eLxfeTKR3GZx7gdFU19s5LRoU5i7j/CYp4kKyWZgrJGhrtlXLqZSXDDgiTo9xB38Qjxpe345l1k37/AvUcN+ALrFH7+OStn9r9LdY8e02Ar5y7dpHNoks6SeE5cjqetoxuNTliyOYm//AVxJW3bWAB2Y1lVXV3Nf//v/x2rNTwO/HGDVVt9VcXFrY5r38p9q9XUbr7vZFmlVCrp6enB41nnktxYod8XrFrwOpHV1qCd3nlTsTGvl/3sdNqQlRUxPLXiiPBlE/gW4gfnrIzqN0+MuynGon+WupI8NLad2+nFaQTpb6sht2mcUGgJy4yFGcF9/uIH12IsB/3YLFPYhIPal7j8Pi+a0YnNXKjPfH4B1ahpGzWCb87JtGN2jQJladFHf5cK9cDwNgfXImm/1023SsmYRr/2TCjopVv4cersw7syaoaWAkwMDaBUdEiHwduKFVpkcqQfZZsSy6qPptAyNrOeLpWSyWnHmkaS12Wls03JuNa4bcBcSze0hFGnkfwXDRlsLC8HUavCvqWsswFmrWbUne0MjE8x2NlMTn7H2qMv/SEUwu20o9ebd9/Oy4t0t9bSoFg3AX+ZfAVgMK5WUVnZJvk82NWzoSUmhwfwbJzJdvVgONKi14m8rpIRw8tSI75EJq9I1BeBVYODg5KGyGpxvymwaqG9Yw2sEj6snjff7ARWCU5gQc0k6AN2ul4EVol+FfDOMSlLIKqkB6fbs4muToxpLmM/0ddjGJ/deXwSGySXVUte0k0e1favvaMibd+clYSLn/PBO+9y41Et3sVl6Z0RmkuOyR4ijh1i7+/286iyYzO3+06V+QbDxMGT3+tBXfSAeJkGx+z8Gsi04Pcy1tnAnSuRDLnCdpbLy0t4ZjSk3DjHvo/2ci21Eo83II1RIv6osoxjez/mk/0nkY9Or/ls/AaL/Dqp1xJ4LYE/YgnsBqwSjuXT0tLWavmqgFViLyPmGqdz57XAqwBWrVIy7W7tvSwpVqwJ+ut8CPmR5cTx4cEb7Dwzbk5U0EwJjEcc2CXeiSSjpHVzhG/p25Jnmrp6lbSudFimKM1KJjGrfu3gRhRLzH/Ly8sYhxW8/b130PleDq0SjsVf7omXEUZIUnZ5mSdeJq5Y3ywuC4UUH4XpMVy7n8n6sc/LpPTvEFcoDQkriRddoUUmBvoY102tHZw+6xGP3UBuejwPyxTMegMImrNupYr+3g6ampW4/UsQnKe9tZnK8nLJf9yobrMbgVBwjq7OfmxWM4P9A9hn/fhdZjp7B+hSyJD3jP4B+scy07pejh89QfeKnynhz7alvpoGhXpH5SvXlBaNyYbw96Vs75f8dttNRozmGWZ0QzSIA01COOxW9AaD5EtN2atB+Bkf6etBpWhjcMywyz35syT++4XvBqyamJiQ9jOvmmWVYLAQLBHPAhhfBFYJ/9+9iiZ6R8PWAX6HjrSnVSvvawjXzCQVpaV0DU5gN+vITkuWDmm1o32SD+yuThWZj3MZ0luZd5opzStmRGde29OIllmYt1GSU8DguI6hrnYqK2vo6eshMzGFzqFxlE31tLb34bQayH+chVytXTsnEFR1Y11yCktqmXG6GVTUklNSj3naTHNVBU1taskP41hnHfmFlbQ2yyguKmVwwkBvSyM1Dc309PRitHrw2KckH9hdg9q1vcvyUhDtYDcV5dVMTjtxTqopbOxjMRhgoL2JwqJyxrWT1JfmUd3aR2BxkfHeNooLiyW/9FanE01PC8kZhRgtdoa65FRU1DHj9DCjHSA7M4fahmZGNXospglKikpQj2gZaW8gLasEi2te8mVdVVJMda2MAY1hQ2cO+7WvKilF1Tcu7Z3E2Kob7UfROSi9V2ZNH5U1DSiV7fSoR/D5/Yx0ySkur2PGbqM+L5saWSvyliYqKhowmc3IKgoolXXj8c6hbKiiuqmDef/6CC3Aqv3ff5MymZz2LrXkA3F50UtDfg7Vja0oWpqpqKjH4hbKI0FuHDtEh2mH88DQIr3NNdQ2NqNq70I/ZcU/76KxLI9SWQ9z824U9VXUtnRtyt9lHKagoBhVm4KysnK6h9bbSwhn3m2ltb6asvIqlL0jLC4vYxrppqqynjaFEs3kFAtBP/2KGjJyq7A43KiVzVTWNGN3u+lsrKa4oh5Vu4rSgkJG9FbcFoPkj1H4km9XduGa92McVVNaUilR5Y13NZPypJgpq53u1kaqalqZnpmipvApNYohnLYpaooLUanHsRg15GblMaCbQtunIDunjGmnB6thlIqyCuRtKqoKMqlo6MCkn6CyrIyeYS1TGjXJiY8ZN1nR9HdQVlqFSfhzWukRi0EvipoSamVyGmsqqKpXYJvRU5hfiKKtnZFRLS6HBXljI82tws/6IIGlEAKQrisrpqKqXup7QZ+TisJCmuVKhkY1uFx2FE2NNDXL6WrvYW5hiTnnDLKacsoqauiU/KEuMzXaTXFRGW2KVoqLy+gdmVybCyU/66Nqysuq6O5U8SQjh2GjDY9jirL8EkYnhY/G1ZqAZaKfp6kZxN+Mprl3jDlvgCFlPSVVDXR29UhtuBxapKe5mrSUFDIepZOR8ZjG9mF87mkeXLtOQ/sQS6EQJk0/+dmZtHQPM+/zM97bTn1jE53t7ehmZkG8M8P9NDY0ompTYnBspAAE4bdRVl5AdYsar/hcUUhtS7fkE3b1ZfTYTRQ9fYwYO4QPyeLickYnZ1gMuKkpzKWkooae/lFslhnp+eqWbvxb/JzsBqzS6/U8efIEn0/41/pj9lnlcsGf/unaYR3foq+q1UZ83mHhs37bCaz667/+a4meSa1Wrya96f77glVBr4OEGxGUy8Xi6Ru8Fr1U5+TTWFePxuLepCX/Deayq6R8AZ/kwHA3kT3GDq6kVKwNhM9/ZpHZWSdz3gUW/XPEHH6f0v6p5z/yzF+X0SnT+NdjeYjBqLEwl1KlZhsoJB6fsc9KTuy2JrVqCtw/tfOBs8fqYmZielvdHNNaIm+mbFpIbU1bfJ+36FB3VLL3RhoPHqQwt2ItEAp66Cq+xbnYbJxiw0GIjMiLVFeUEX/7Onm1qk31EFpPtWUlZCTc5ciBz+keMYqlGxlJGVSVlJByP5LYzBpCLNHToSQ1vZCCjAT2nnywpewhOhvryc7MpTgnjf2fX8cXCmE2THLrdgo1JXkcPnga85yXxQU3d6NSqSwu4OyJ03SMhJ1Kb61nKLTIaK+CX3zvR5S2jbC0FCAv7jK/+ugEJocXu2GM43s/JqO8A01fJf/yrze2JrHD9xBOkxWHecsBTWiZkbZqYrOat9RrexJelwnfgl8CMtvLEzn4Vd72SLsIEYu68c56Tn4egX1hfZJ87qOhAMkXzmCYX9fyeW78LT8GfbMU3DnL48rt/pCM+gm+XqpbMnnG18DcHHa7k8VdVvUZyew6+EVg1daEvimwSswpof/yX6Q5cPnXv35psOof//EfJXomoRyx0/V8sCqEf97B/RMXyYo5zf7zNzn40ZcMO9ctrIRSRMLtE/zmjd+hMu+wgBejRnCejhYZ9w/9lMuPm/GtNNryoo/Oikq6+gZRK8v5xT/9E5k9FmlB6LOP8v5vzjOkn8GiH+DK5wco6rPsVIVvPkwc6Pis3ImMIiXyGMdu3OfDj49j9Pgl3nD39AQNZU/Y9/03aTHNSePigt/GhaNn6DLYcFp13NjzUyIqRvAvLDBc95CI+GKsTgfDyhK+98Y7jNtfhkz0m6/i6xRfS+C1BF4tCewGrNpa4lcFrPq3f/s3iZ5JJpNtLaL0/VUAq9wzMwypBzY58d6xsELpyqWnpXX4WT/vOjxg62XPx5d3RR092CRDPxdkOeChtuQxSQU7y3LXmX9DERfdBvLy6/AtL9NSVUNzWzt26eBuJYMlP6ODIxgkJbBZDr7xKwRF1ctcXZWVzPhf7pldp++3UFSyMw3yrtN4TkT7aDvtOrtEk9WvquVq5EPWybCe8+C38FPAPkb1Dv4lthUlFGSwXUn/sG7Todu2eEtuMuITSIiO5OiVeLqGNAQDszTVNSJvqODC0RPIeqcIzeq4evkuSQlJPHqUTteQeVNSJmU+527lM20YIyMtlYaOMTwWLU2KDuqLktm/9xKub3ixr+mRU1ZRyMcf7iUjJZGhGS8O8ySFKTfYdyp6k6a5VNjFOTLi4+kY0aMf6eTsqTN0j09SnJOPomsI46iSj9//mCGTFVlVCdVN3UyoG/nkvVPMeL30KFvJSIglMS2Pua+pILhJaF/zy27Aqq1JvyqWVW+99RZ/93d/hwCldrpeBFbt9MzrsP/cEvDPTXD0NydwbAAXdpZICIdhgHtxeez2iGXndF6H/meUgH/Og0mrJ/DCfrZZOnNOK10dXVid60De5hiv5rfdgFVbS/7Ha1klfFP9yZ+s/32LvqpWhfosQOp54TuBVfv37+fMmTNotdrVpDfdf1+wiqV5MqLvUrkCVgX9/hXQKkxhtJG+aFPGL/gyb9Vy+exZGtqHCW6gQHrBY9/4z8IypqetlBsZtXg2mC8+KyNhyTPn241+I/jnZshKjEbWq5UW6lmn9lP2tcEq8Bpr+KEAqwBBA+Xzb9/KCB7j8uzHpBUp8G4wUZbqE1piYcFPYAeNOEFH1VNXzp17WbjnN9dvaXGJOfeLBrhl6h4/oKixgfNPm8i7dY15CSEPMT42zP2YKM5Fp+PwCeghwP/6f96QtMk0qkZuXYkhuEZ1hWSiarF7EFopmfcukZDdwIKphfciyyXQxm4a5/1f7sHuNhIRGc2QaVbiWf3h//VXGDfsU0MLdk6eusOY0YEAmc5+//+lxTxHZXYamXWDErCTcfJDnnQaMLclciZnEAHWyLLiuJVQ8MyFRGh5gftHD6AanZTKYzX0872ffowtGGLRb+XC7TR0ljkCc0O7AqsWA/NUZyTytLCZQHDdrFy0maA8m/ds1mjY2jeXl/y05twnv1k4oVzGqC7/2mCVABKnxjq4cipy92AVIbyzrq+t5be04KMm9cY2sEpoll3+/ChD5pezINwqn2d9FxY5mq4m7sdnYnYL95x/+OtFYFVFRQW/+93v1gryTYJVS++9F54D/+zPXhqsOnbsGCdPnkT4Otnpei5YFVrE3J3N979IRS9PIapikMrCApyBoCRzQVnRX5FMZl4OR3+y95lgVTjfZWT393Atq2UNrBLgtnCgGiJEMODl0sc/5HzeAMGlEPaxcn7wb+eZsMwS9Ll5EnWelBb9tioITUHv/Dz+QAC/3yfRlgQCC2ta30LjeyEQkDR3BNXg4lJ4/vPNz0vUg/Pz80jxN3QiUS9jUywfnEljoCSalDYtVRmPmPOuA0wCTLv0i/cksEqMPc6BPH5x5AGL0ngYoifvEm98EKZOiDz6KY9bwvzgHpuBvf/7O+R2fV3lh20ieB3wWgKvJfAfQAK7Aavq6+t555131mr7qoBVZ8+eRcw1z1K+2wmsCs5O8yTuHk8rm4i/FUFiegHTTjeK8lyiEzN4EnuHnJpOXJZJspKiuRoZw9iUE59NQ2rsAzJzC4mKiKCoToVPWjOHUDeXEXntBnWKPmxTY8TdjKKorIgbl24Qd+8me97/mKfF5cTfucnVW8nMuNyUP4knKaOQaVdYuzPktxN78TC/fvcL2vomWA7OU5P7iPNnrtKtc+CyGHgYHUVeZTPKumJu3klgam5dU1s0jtM4QlxUBCePfsKvVsAqQaVbV/iEi2cvUKoc27Rumdb0cuy9X3Hw/2fvPbvjuLI03f4J/e3Ox5l1p9fq2z3Tc9tUdU9V9+3SlJVUKspLlChDShRFJ1IUvWhAAiDhvfcehPcgvPfee++RyEQ6pE/kc9eJJBwFklCVSqK6M9YiIxD2nB2RceKcZ+933/BjdH5Fcoa46epNsNc9EgoapL6WaGcmepvwcXMnt6KJ5pIMnG7eorR9nIneBny8AmkV5X30dCwNtxIREkJGZjpu9zyo6xqV+jObVhPl6RG4+YbROzxOUVocTs7ejMs2aCtPxy8wiuG5LWk0C83FKQTH5rEmm8Hj6hd8cfEug1vbbVZmBxv58rPj3HCLZlW5wrkX36KwshjXu26UNfTa20Sblf66PO7eciKvunuPk9FUdyUfvPhr7oU8YFGpZ26ojQAPVyKyatm0bSKiCDw8A2lu6yAtJpyUhzuONwbNGkUPEqUoEE8XL4ZkBpbGu/B0dSHrYT1arZLcqPv8+y/eJbuqE5NJJ8kqCXvUdo1tqzNs/aAUC2NE+Xvi5OovSRKtr86QnpJMQU4G/h73SC7t2HPfNmSzBNw4zXsnr9M6tMBQRxWXv3QiJtwP/+gs1rXim8GGfH6USF9PYlILkal3+gUbqmVykuNJTU4m0PM+UekVUl+gozwTH+9gIqNiqOscRqdaISHQg7vOnrSOLLA6N0J8bAKlhZm43LxJVHql5NksOQDVFHH/7j1K20bRyWeJDPAhPDyGiKhofG9/xUvvnKKgtoUEXzfCYzOYGB8lOTyAYMmR0G4J4Z2elZBIa9+EdP8Whxq5f+cOD/Kq2dil8Whb7+PwexdobKkks3YQhVIl3TMxHmdQK8jwd6egfhKbaoKI5Ho0G3pJPnkr/8aW3ceKA3nrrB8q9SolRTnUdE1LkXpiu04xwlcn7qDZ5bltUs4R5edJan4pge73Sc4pZ13q/9qY7KrE7a4z2SVNLEwPERkcQWZaPDedg1EYt34dm+RGepJSWYenZwCKhUnkG/bfsHKijqv3Y9Dvir6QyrHUw1WXUFRaPcYNNXH3bxAdm0l4aCIjM+L3YsH11GtEFTUTGxFE2+Q6bGq49u6bNC3oEWMQrTUV5BfWSX3orbp/3/ODwKqGhgY+/vhjjEb7mMLzAqvu37/P+fPnaW/fX/nEAau+76fpx349G311eXi7+9PQNbJHLu3xmmlXZ8jNymFgZm9U6OP7Of52WGBfC4jUP5tb7c++e+y7UqQQMAmn5V1jFPvu+JytPAisEu/x48ePoxSBST/ayCqDASmSagtWiQirRxX6Ie/J06DUk7btB6uepb37JFilXxvi7OGzTKstKKZ7iIyKZ0ahY7qjirTcQsLdrhNW2M5uWGXSLXLto3MsGGyoF8eJcHGld1aJCIF+kFPOUG87X5/7guHVnY9oYePV0SbicyqZHO3F+eolWiflaBYHuXnja4oaeqSQxK17MT/SxaXzlygoqyUzwps7gemSV/lgSQQffH4Vdw9PajsHKMnJpqmti6JYL66GFmMxa8mP8sDFJ47GunKun71Ix8SK9IFfGBZOW1cHMSEhlLWMMFiVwvHTVwhwuUhO2zhlab6c90lDqVrG9/pVCusHpKSWTckuZDZPbhVNmo/VpnEpJE86b3d1Kue/ukt9Qz2et25T1z2xZ8Be1NHP+TLZtX3Sh7qAVRd8UhnobOTupSu0z4jEdToelpTQ0dNHrOslsrv2eorZjHJyC8oYGh2nIOhLfnsxE7NRRVpYMEX1I1iNMhJyqpia6OPS2S9Z18iJ8vbCKyRfSlJZG+nEsa9c8Lv7JXUDg4QHuNM5qwKLioCYDAaHh/C5+Bl5vYsUpMRw9Zb/dmd7q+LjXTXcuOuPxWqmrKqWhrYu/C+doU+1M+gqOlLZwa5ccffjYmI9eo1dJ9+oWqEkJZq+pjzuhyU9glWbOL3xr1y45sXDgizq+3bC17euaZ+bSI0IIa2kl/Hc+7jm26MHtbJFnF57l/beepzd/JjXCMBj4/5P/oZa5U4cjnG5m09cwpmW2wcPCm+9REjdOOGBd8jvE1KONnoSr3Alu5+SWy+TOiTKbGPgYSoe7rGon+iBZ6M3wwOP/A7p2Z1tTePY6U/J619DNd1OysNatOZNCVb95Gdv0dzRSaSXC6nF9VIHVTZSS2ZuPgkBd3ALKseqVxBy/zZB0bl79NpFp6QmP4GAtCqMqgXyK5vo6Wzg2KcX9nR0BdSLvXSGmLxyVEYrcz35vPbhZZqa6nG/c5u6rmFpIL+/NIGGgTHKs+MJTCzaHoyw29pKeaI/vSNjFCeH8cVJVwlWrU10kFfXyVBnNZcvuqIW4fzdTRTkFVOWHsnNe1lo5bPc+fQUM7pNFgebuXb+MgUl1cR4XOfUhRu09fYR5X6H9DKRfHaT8c4a8rIz8b31BQElYzwJVm0oxvj031+lfXoZqwjlrq4gLTWFLz/+giG5HpNWTsS9r8luHKP1YSbFFY173iUWnYIEn1tcvXmLG3cjmJ2ZJDb6AUW5iXx15h5yo4X6/ATuuAUwuqzGZtWRHBFG/9AAcf4elLfv/e3vfTb/uL+eBavE+/qnP/3p9sm/S1gl5P+2nDaELOCT2pn9ZACf1c48FVZtmlnsTuf/+93nVGZ64V08LF1bnFNMhvVJXH3SmZho49obnx8IVt3fBau2jSXgrlHHnc/eIqFjVRpQ08mGOfybX3I7OJ1uASYDo5l8LJxdfL3ND9Ry9q3fczskiVA/Dy58doxrHsksa4xSXinFbC/xsTF437/L+dOXKOlZRLU8jNPRV/nowl2+Ov4x1wLz0O9yBBAShAJW/fKNryiIciWiaRG9cXcOKtgNq4RMa0/yVT65l7Wdp2q2KZ5f/8aF6dkRzn30CaUDok0Do3qVwFd/ReDDkd3Vdyw7LOCwwH9yCxwEVmVkZPC//tf/2rbU8wKrntXO7AerhNNJffhtLnjmI1+dJzU0kPDoXBZH6njt81tMTg5RVlxOelwELcPzzPZU8d6nTqjMRrK8bhCa1sDq7CA3Tl2irm+G7iwfYkp6JXkZMcjf3DtGmNNpwoo76aipprK6nGD/QOYUG3TmBnHsRjxWq4nepgrSMuq2JV6wbdL7MJSb/tmYzGZWFuYQiaCn2gt45bgrRouRqtxkfENiiAgXZZve8/0iH28jIbOE2aVVFocqOHLcGb1RRWZaOhV17chlS7iefIcHTTvOF0JCzvvCZ5QNrWIyaCnNicczOpvVpTGuHD1N74qWlfEWAsIzWVudJcTNj7rmWo7/7hCdK3qWJ0bITkhhZn3n216nluNz60tym8eY6a3h0zNOTMiULE+NMjEzS0lWClFxqQy1lfDGybsYNjeZneolKjIJg2Xne1y33M7Hn9xFt2kgNzqStOwyNsw7gy462RTR4SGUNQ5g3dRy7sUXaZhYpb+lGl9vf/pn16lJDSO7eQzZ4gypId6UtOwoIIg+4LUPXqd9VoVWpWRmeoq5OZGv4gOaF/QIB4/IAC9iE+KJfFDIvEy1/fwLGeLKrBj8o1OoKy1nVqNm0gk1fwAAIABJREFUoHeIib4WAoNCaO6dZL41nbfPB6Pb0NLVWEF6bhWypXFunL7BrHbHwU8+0UVcYgZDEwssTTTzyRunmZOvER8VRlR6CaurM1z+8D06lndsLJ7h7BAnfAvapWdlqLWcm9f8mJctEXz3EulNo5g3FnC/58/S2ipZ8RFklzdi2IouN2nJT4/DIyKdldUlvK+eIKBwiMXJHpy+uERpQyeTw23ccg5gflnGzFg/Hk43qR8YJ/hrZ/IrWliTrRB+/RThWY3UVZZQVFLN6uo8N099StvMGgVRHvhHZdHRPUB1rA/XvAvQG/S0lWVw+24EGpORpNAw2id3EqdvWvVkhIZRWN7MxlIXV+9nsTw7QVVBJlPKXc6W1g1ufPAyv3/zCMmlndvS7+IGqeTLRHp6MiY3SJFVZz46xuG338UtNA3VNjSy30qLXonL8Tf45W9fwycyE7XBAjYTg231eNzzon92bU/fSYDbMp+LuISXIVucIOCOC5nFzfQ+jMEvuwPZ4hQZiZHkVrUQdusGGSV1lBZXoNv2arcx3ZrPm6/+gV+9fpzxZftgmSiNcqJ+X1i10lfOFZcINBsGzHotOX6uuLmGEOATw8S8/ZkMvvYh9+KL8fZ2pWfRLhvmdupNikfVKNaWqKqsRK3fZb/tJ/n7WzgIrCosLOQnP/nJtjzT8wKrntXOOGDV9/cc/Ue5kpB8FxK2W/3aJ9ZLOFeK/Z64g2ODwwIOC2xZ4CCwSjjf/fznP0dEVInpxxlZlZOzPUAnDdSJ3FXPwfSkgcKnrd8PVvn6+hIdHc3S0l7IsVXFJ8EqbBY8Th+hanSN8b4OHhTUSh5VJv2GBIfkk7W8ezYM857IKh1fvXKYad0meuUaMVcu0Ty6QnGEDwWto5itVgby3XHP6Ni6PFjVuJ+6QM+sSOq2yVhVNEdupqBXL+Dh4Ubv5PLOvgJsLUxx8dIVJtc2MGoW+Pylo4zItKw0RfF5YAnCg729Kod7kVmodGZM+jXe/dULTMlU1OaF45XVhNlipjHeg9tBJWwM5/CJdyEWq5XeumLuh6cxVPuA654ZqNVK6WO7ryoGp/QWbGzSlOKLe0wFJssmvkevINPvjXTRjJZyxCVZghqL0w2cPhOFzmyhNSMMv+RKDLsGKw3rc8T4OtE+afcuFLAqs32aTbOe+iwfPAr7GK/NxyMkG43BjEHVza/eCtzjLViTGkRqWYfkEWmYLeZlSQbQRF50OKmFHWxMVXLCOcmuP9vTjmVTT05kBKmFvRKM6Ii4iH/pALoNFTrVMvEhLlSPrtGWFEDQg2pM1k02FlqR60w0leXiEZrNripI92ZxZpRPTl1DSFTdveFK++gS2uUhdLs6mmJHkWcqyecqP/2nn/J/3r6JRdzviW5CivtYGyrHbRtWQe7dY6RnpvL6L17AP650jwzg1gOhnBsgwteH1Q0znVFX8Ci0w6oN2RL3Xn+H2sZSnO54sCjJz9kI+N9/Q4Vsp3O8MdXAxy6hzKzbO5Ll9w/hUzZAgPslCocU0mWGMm5wPq2H5GP/Qta4gFo2RsrS8HCLRvVEWAX65RZefddP8u5LvHiG6rwYXEOL6cp9QFN9l/QhIiKr/s9vXTBbLIzWF+F6K4QNm31A3WgyoVwY4tCRywgvxrRQL7LKOreqLs1FB7azOpsbQZnIBiu4G5qJXKNjqvNxKRILObeuUNE7Jt3z+d5CTl1NkfSj65LCiE8tRa2c5LXX7khSjqrVKe5fvcq8dsdWqtk63r6QIeURWhzt4M5lN2RaFbeuXGNyfpXNTQvp3udJqu/nvtNVmiblmDQKmsdlWDf1OL/5B0a1m6wvjHLd+T5CanJtoo5D73hKv72J9iKOO8fY7WLQS1Eqi/1FvHki/omwCpuSM784wpoYz7BtotcbMBoNlARdILplSVo301/DsbeOEZlQwPpjnTchvZkX6MSDsl7Umg0sZhMbOgMmEX1z5iP6VvQMNRYREJ2G2rjJeGUcFyPrpboK2Y27LokYv+MvymfBqj0PgIASTV+iCf8L9GPpT4RLT2szdm8zjY1vt4UWL68nnm8/WBUaGkpERARCG3i/6amwCht69SpuJw7zr//497x54jYVbWPSu0doNleH3qSibxbVSh/XXj9B65KQxHvSZI+s2g9WiQEn7XIXnx6/xapRRFohvWtb07058sZrvPCzF7jml4ZMu08n32Yk+MzLBNXNoDeZ0a6NcPrwq4SUDbMhn8bp6GF65tel39RsbRR/OO2N0WymKvhzzsQ3s7K6zOyiHZBtl9y2iVG3ivOpw/zs7/+Od8/do6p7AtOuAbzdsEpA21rfzznhnrvd4VnsSOXXv7zN+EQnJ9/+kPIhe75Ek3aNqDd/jW/B0PblHAsOCzgs4LDAQWDV41Z6XmBVTEwMoq0RuU72m/aDVWK/jlhn7kSJ7yIh/ZyLb3gU4/31HL7kK62bHmjD62sP1kSDbtNw9a13aF82UBLsSmrZGGAl1f9rwkpauPHBv/HG+59w6vgnHDnxFdUdg0Q5nydvQHzH2xjqaCA6PBKZfhOrZpLXf3WUGaWK1vJsehf3StiOVsfgHP5QOk5E5hpNRmSj1fz2DxcQX5sm9SIBNy/hEb7XUUlcpzo7loSCKrSmTSzKAY4fd2Z5pp+IgHA6h+wRtT2pzlzxzd9lKgv+l0/ROK9j07RBVVHqIxlAC4FXz1I/raY88Cq/eektTp04wbuvHaGwaYAC34u4JDYzPTlISVntHkcmo05LqPtVaiZVsKnF89RZqgcXMOl10iB0fVEaQZHxLKvWufXxRzTOahjvKKO4de+3gk0zzNGPnTBgpig+nrzi2j15UQ3rsyTFiQigcSEqzrkX30bIACpnR0gMCqdtYBznj97lyEefcPKz45z47DSZ5cIBamsyc+vo2wzIzWxaLBgNBnTqNW5/9jbFo3aZ3ZHWSi6c+pLaztHH+hw2avISSSyolOwtIIZuQ8f6wgg+fn5Utw8j68nh/SsxGNVyYu+c49XX3pNs+PpLh+lcsjvnifvWVJJOVGoWcp3oO1pwPv06xX3TpKYlkV7WLPUzfS9+SMnY3u+cgkgXQiuHpO9aEVl175EMYFH0fULL+1loTuBf/v13nDxxgg/feRv/1BK0xkff8EJWvziD0HQhjw6DeUF8dD2R1flRPK+5IjPZmG3K4ev7KZgtVkwbSnIivEgpqiX8tg/N3fYIveGaOI5du0eY53VefeMdqX5vvfQieT2LVKQEkVJkt/dQfiROwVWS4RcnB/DzvE/32BgZaWUoVbudVc3kRkVRVN6MQTPL0UO/x9U/lv6xWQzmnf6HOJFBtUJaqDMv/PIQAYnFaE1WNs1GWoriKWwaleol+gHy5QUmxoalxPX3Y8q2br40b072J61ulJmhNm5fv0ZaaStmnYqe7k7SIz354PBR2mf3yuA3BF8jMF30LTcpSwsh8EEOd86+xaHDxzj12XE+Pn6GlIfVRN5xpWFges/1pD9EbmHZOKfef5U3X36FlPJBafXTYNVll/BtWJUbcB9vj0j8faIZ34ZVH+GTXo63lws90jvFzP2T71I5qaI02peE/K6D5Qz7Zmm/szUHgVWPX+x5gVUiv0lQUBAjI/s7e/1YYJVQXjGZLfbfxuPG3v236D9vaNBqdTvOFLu2i0gNg24DtUa7nZdq1+Yf0aJQ1zBi0O+NUBa5tPTGnX6fxWRErVJL43w/oso5iuqwwH86CxwEVj1ulB8nrHr11e0BOglWdXc/Xq8f5O/dg4gHXd4PVv33//7f+cUvfkFXV9e+9XgirAJmmpM555dJV3UZXYMCdtlYnWjj1NGPuHP7Mq+cCn4MVukfg1WXaR6ZI+rSRfIbR/ZAlq3C2LTzvPfBWcZldo+j9alaPnjfD41qf1glW5jm6rXrzCoFYNDjcvQ9WqeVrDZFczZSaK9vUpsTiVd8wSMZgU0+e+3f6J6TU18YhV++Pax7tjGVs/eSmSx04T2f4q3iSPP5lgycAgrsjfKmmb6qWAlWiY3mtQHePOuKUjuFW1LtnuPEHxvj5duwanm2hS/OJUhJNbtyo/FNLN8Dq4zrc8T63qFjagdWSTKAVhOdpeG45vVQlxPNjcBM6cP8GxfDSpTrl+TU9UkRW5aVikcygGbyYyIlWCUS5dWlefP3/89f8/PfnkJr2iAnSmx7BKsiLxJRb5eItGhXSQy7J8GqeI9rJFbYI4Ps192UYJXnfrBqdpxPBayy2pCNNvPei7/gr//vnzCi3vEmFOewB0oocc1uI+7zX/HFg27iLr2Nb9wD4v2d+PjUBRIK2zAuPuTTB2KAAJYHGrjx5dfMqPZCQZNGRnFiAPMb9kHniYL7OOXan3HN6gK33/6QsbEG7rp5M6e2R1bd/oe/YWxX/8e80s3xu6GPIqts5F75LQVDS0QH3iW31563pj36IuGNM5TffYnEfnuHtrcohaCQNAxPARU2i5ZDL7+KRjXN58mDzPQ2cebUDSKyCmmbtIOwHRlA4X1XicfNYLQ2G+q5Hi5+8C5OLnd55f0LdlgVJmDVY79hm5WumlwJVolkh+WJ3tKg909fvPBYHic7rKrchlVbMoBWWtNjSEgpQTbXwK9fvGG/1fv8P/HQnTfd66R3wPJEF67X3FlSLHHyxElml+wD5OKw9cVRrl88x7Bs97034vrWIQlWKRfHuOnuLUVXahbaef29QOmc8wM1HHOKkKQ95gbqOf/ZKZyuneb1Y9EHglWbFiOtDx9w9txFzhx+kZAGu/emSack1vVLPOIffuP9I2BVQZAzObX2Z82qVxLrfp3jF2/xwet/oHtJtwOrTJvUxd/gQuSONMw+ZvqTVz0LVi0uLtLU1LR9ne8SVol2xvZ//RepPbR+9tm3glX/+I//KGm8NzY2bpdt98LTYZV4N4j8TVomy/x54/0P+ef/91+JbV1EtdTHmydCmVyWI5tt5+KhT6ibkmF8bCBj51pPgFU2G8aNdXzOfk3TpGJ7IGq+NYXrSS2sqzXIJts5//4hvopp2jMYZz+3iZCzr5LULZPecyLPXsCXn3HNu4SZwSpe+N8/4cXfv8bbr7/Bm4f+wJvnt2DVSa5l9aMzWbcB005Z7ZKmItqrI92ddz85zj//0wsUjuxArcdhVb3/ST5zy9k+10J7Cr99xZup6W5OCVg1aH9vGTVrRL75ayIqJ3ZfzrHssIDDAv/JLXAQWLW8vIyQaNqanhdY9cILLyDamoqKiq2i7Zk/DVY5RbZK3xqddSXEJKcxN9K4DavE4LX7NRfm1GZsViXXPj7NhNpMSbALKaWjEqxKC3Unq6kfn7OHSGrYPSht+wasigqLYFUnPjY3eXDvND6ZtWTnlX1D/kfAqrthRYgo75zMdGob21icaOL3AlbZbJI0YWZsEOev3md4brcs0CblD0IJTsqXokPM6/1SzqqVuSGCfQJp7rWXry3RCc/E5l02ErDqJPWzG9+AVUHX7LCqLcMfl6CCPd9LhsUO3jt6mYaaUjqnd6JDxIklWOV2lZoJJWxu4HftJp3j08Tfdaaub4yKgnTCY5NY0ZrpzgnknFc2BckZKHbJvInzHARWJcZFU9vxTViVFBxB2+A0vl+coahH5LDdbxKw6i36ZQZG2xrJzshjeGqWe2ffk2CV1WxiqKsJ91vXCUkqeCwyZS+sWu6vICA4g8mhDvxDQrdh1eHLUZg3lORFB5CY27z9nbFTGpsUaRQUk8KK6B/ZTNw9e5SO6eUDwargisFvwqoYNwlWrQ0WcuyiF7rHvQnFxQWsKsogJM0Oq4aLw7ng+3APrFpoK+T8zXAJEonk6HkxARTUdUuwqql7VPommmh4wCXPKJLiwkgtqt/OM2U16b4Bq24H2n+jwnEmJzEaf68gGvtGMe5x8tsFqwxqxqdmqCvO5Pb1m9T17jjY2iwbTE9M0tNeRVhELAFhacwtLNFYkklJ65gERZXrSsnJbcvZZ7w+hXuxZQinPrs0sxmPM5/TtWqETT0laemkp5ej1OkkmUaTYYNIl2uUdOxEfgnTCVgVkNYj/ZbLs+JJLqog6OZnBEsQe+vOGp8Aq2zIV1bQ6OV4ewcyVPeAy76pEjx4HFYJqX0BUDUL3Zy95oVcrcOwoSLe24X8kgr8/SIZEGowNiN3Tn1MZccAEQHeNA6vYDMruHL0PHM6KzNDLQT6hzG28FiO462ifk/zg8AqmUyG6DNYrfaO+fMCqw4dOsT//J//E9Ge7Dc9DVbZLDpUj6Qe9zv2T19nRaXcgt9POZvNwmBHK939Y8/MJy4kcEty0omJTaJreHZP/0f8flbnxikvLiYrLY26ztF9gdZTSvLUTXql6okpFZ564LfeaEMtm6GqqICUhBKW19alSGWDeo2GykJSiu25v8VYwnh/GwlhwWTW9n/rqzgOcFjAYYHvzwIHgVVyuZzm5mZMJjuQ/vHBquXlvaDqX/7l+7PwM650UEC1e7/9YNX4+DjT09MYhNzhPtPTYJVWtciJVz8mIS6TdYOIsOnk47NuUk4NEVn11skgTBYtiQG+FDf2s4mBK6+/Q+/KBpq1JUIufEnTyArVKT7ci3vIumYDg34D4+6IG4sat6MnqeyblaI2puriuZlUh1m1gLv7fXondj5YRfEFrLp06QoTsg1Mehk3T99gWWtguTGKMxHVkpxZX30ul92jWVXppciqj177FPmGjrr8CLwym7BYLfQVRRFR0Il5oZZfH76LTKVFr9NLeUXmmjO45Z9vz5UlwaoYbifVPdIdF529M8QGuTC4apeP221W7WgZ7zsnSeVYmm7i7Ll4TDYbAlb5JJRh2FV3o3KeaO9bNI+uSoOPKVc/p6BvASEP1VEShmtuN/MdZVy55sn0skLKlbKxJ2+WjZyw23gnl6IzmdFM5PLyVxlYbfbIqpTCdoyqCQYml6Sw4mLnj2mYlZETGUZSfqfUULdHXCSs1u6latGukCAiq0bWaE0O4G5QJkqtTvK4UUmRVTncD0qXBmt313lxZoxPTl7DaNqgr3tQ6uStNYTwVa7o5G9NNrqbmxmbmcA5s4WVGh+uFOx4x64NlOIcGM+azoJtsYRDHhXSgLR8upvQ4AgUJgtrq0vIN4zYrHryo5ypHVtmXS6jvKmH+b5Cfn0lUbpnyzMjnL7ghnl9ksu3nGmdkmMxaXjh396S7otJp2JpVY7ZsMLFT53oHV3BajFw5VcvsW7RUxAdRERGO2azkchzpxiTrTNX6c6nEY3SupLUCDJKW6Q8V7PTez/stmorPHHjP30L34AbzFts6OQz3L/4Ee5Rhaw/ypppUA/wqxfdpXs/3VqB240g5OujfPCBJ6uKDZSLQxKsEtItaaEepD1s26MnKyJFOqtzJFi1oZhmcm4Rs8VE7IlX6NXsyKcI781cpysUtQ9J93yup5CzX2dIObla0mKIT36IVrPIS797k8U1lfSuEO+L3SxupTuN377hjc5oZG6ohduX3JBtaLl/8RwP2wfRiRxpOh0q+QJ3Lp+nqH1ayuujUiqx2Qy4vPkHhjVWKbLqppsXQ6s61PNtvP5egFT/uf5qjjpFsDLawhWPcKZkWkRk1etHI7GYdJRGu5NY/NiHo03J2RcOs2g00VuVjX9gKmqjgdLg84Q2LEhSnQMND8nIKMbt6tfUdE3tkdGx6DXkB94lu2YMbAYCPv+M5pllLGY9d88coWtRx1BTEd7hyazrrSy0Z/PeST/7e8xgQES/fdfTs2CV8Cz/H//jf2xf9ruGVZu/+a3UJm7+8z9/K1glPN1FXkSdbrfX7HYxOQisshgNrDZH41XQR5HPlxy9VsBwkRe//j+/4eUXX+alX/6Cn/3jT/nVS0eomNw7YLZzpf1glQ3xm092cqJrSiY5IViEt6HNQuG9o2T2Lkh5+oSUZGWUG59+mSo5GOycUyyZCT37KsndMnvHz6oj+spZnKJqWRxt4KUXX2VsRSN9DIkPIgn82TapCj7Jtex+9Lve+7vPK0E6s5mRwiAiGmco8P2c9yKatvM17IZVohM1mufMq1djtmHVaIkff3AqQiab5fwnH5D+yFtdr1zi69/9ktLh3QOcu6/sWHZYwGGB/4wWOAisSk1N5a/+6q+2zfO8wCohkyfaGqGgsN/0NFj13hl3yisqKCwqoaWjh77qNF567xxjCwpE7pzkCH/iHuRQVVFEUFQOJquVfK9rXL4bSnVNDakpWczI1hmuTuXmHW+y84vpHZ5CsTrPnTNHcE+pkWRep/pb8XJxorJjVPqGXR+t4OMjZ2ke2NuXEeWfacvm9KX7dLU1EuznQ2TsA/raS/nNC+9T09xAZHAwheV1xHve5Ms7AYwv7UjTTXXX4u7mQ1pmIZ1NBbzz1heMzExTkJlCVGwipeVVJIf40TO3O1LESrL7Re5H5TI+NUG0jzPOQanMzYxx49P3iCjoYGmyg7u3XEjNyKW1e4gNkVPHZiTgwnH8Yh6i35XTR9RBwCqvaydwC39AXW0lSamFKNfnufbeURJzH5KWEM1dV0+GF9YxrU/w/tvvkFttV0HYuYebTDRn8OprJ+kdHyfa3QUP/xiWd0XhmDUrJEYGEhKbxehQK4f/7dfkt4wy3lXLncvXKKwboLUkldv3A8nOyaezf1xyEtm5hgW/C0eIzK6gKCMNDxcvyutbcTrxBn6ZTbRUFRAcGEZjfQ0Xzn5JXFbFdmSXWa8hPcyD217hLKxv0JcbwoXrflSVFeLq6kJSQT1ro9W8+v45mjv66Wgoxd3Nm4ycQrqHpvcM7q5O9RMdHsGDjFyqayoJC0liZWUG73tO+MXnsbo0zaUPXiE4t4PdPK8pK4QLruH0T8xR+iCMs1+5STKLka4XuBqYgUq1hM/Nm0QnpVPT2IFCvSvPqkVHSVYsX1x1obSilsLUBJrG5fTU5fPFsXP0TMswKGfx9vQhK6+Akoel5KRnMLMmI/zGbXz8wymrrKGyMJ2GgRk6a0vw8/LlQaaw8wQaxQJBTl/hHVWM1mBmtjGbk+fu0z4wIykRtJbnc/2mG8NzK3v6FXrtGuGuTviEpyGb6+a+TzQPi4opLixkcHYHtlg003g6uxEc4M09nwjK6tupygzl0NufExcXL923tJxyZka6yMjMoqS8mpqH2bRPrGFQzJOb/5CZJTl16aGExGdRVlZKXsFDegbHaSjNIyc3n+qaBrLTMlnW7o26qAu8wueX/aisqiI7u4CB8RnGWwq5fP0+Gdn5tPUMs7wwicvZs0RkVD4GpDdpKc0nKTWB0ye/oLQgm8L6QcTz1FIYwwefXaJeRPFhQ7E4RVFePuNTU0T5+ZOckUN5RRUZaXnI11dJT44nPjGV6tpKwsLTUGvWKc9KIjwyieryIsKTSqX+zeJEL5lZpd/4ne78Dr6fpYPAqry8PP72b/92u9/wvMCqubk5JiYm0Gr3RsJuWe7JsGqTlf4yUsoH/kwRSDb0ikliYosxPJ5zfKtwW3OblbmxUSanF7ah8tamx+eLEwMMjgyTGBRAaGQOhl3DBwK+l6XFklPey+pwHdc9E76RZ+3x8x30702LiYr4OPqW1HsA2UGP/zb72Tb1pAf6EBUVze1L7tS29mG02lAujJObHMQJ50jp3WQ1aJiZnWewMoFD5/z3vK++zfUc+zos4LDAn98CB4FVpaWl/P3f/z3COUJMPz5Y5eu7F1bFxv75LXvAK+yGUAdd3g9Wra6uIqii2bz3A2yrGE+DVWaDngzPr0mq6pVe2GbVPE5f3yK/spGqrEhOXA1gZX2V2KBA0ooasNo2KYpzw9k/mYa6cm5fvEhZ+xQ62SRuTjcJjkmmuCCbscdknKY6yvHwi6W7t4fUkCgW1Ua0K6P4+fpS0TKwPTAnyixg1cmjR0nMq6K+NE8Ku7dYTHQWhHM9KEuSnhOdmuSoMDKLKqktSCGrcQIsemoz/Pn8shdtbS2k5ZSyviEAno1U79vccgsiM7OQgeFp2gvjcAt+gGLDBCKxb18lTnfDmJXbP1ymK2P5w/kQ9sb6iNLZmG7O5kv3WJR6E90N+dy6FY3KYKIqNYLg2GyUu2QDhTdlXmIA0ZmVaA164p2vklrZidWkpiwjFK8HNZhNGnKi/XBxD5S8fB727fX6Uoy14uTkSmldE8UxLhy/lYByQ0VaVAQxKWWsjtRwyz2M7t5+skOTMVhMtFfm4Bccz6JcRWnobYJyGiWgpl+bIj7Ui7ymCTZ1i/jcukFUYjqZqXEsaoyM9TVz182XkQXFngZ8uLORq9fusro6R3xYCNnF1VSkhrNq3G0hC1UFKYTFhXMmMJMYF3d0251eG+ONWfiGxzG9JgYhLLhc+Iqi2lZKS6qpaRwB2wbBd07zaWwTJnkrb73xFpcvXuLSF6fwCM9BYzbhcesG1e09tNbn07EkQKKV8vw04h9k016XS/GYSERrZqgmkc9OnGPJYKX6QRxx6YX0tFcTWSHgmY2ZwS4CvQJoaKolobQHvcmK2bDOjSs3qG9soKK2gWWtBatxiRPHjrP/8DzIOlJ4/0SY9FMTeaPKk3x4ULrl5WpjeqCKY8c9UWh0dJXlEOAexLxiGS/nW2SV1FD7MIWT526xrt2gsTQdv8gUVtU70FnkrKrKe8A9/zim+2vxDYqksbmVeD8BS3dPm/TkxeIdmcGCXEtHVTrX7yaiM+kpS4ggNiEbrdlCd14wJ79yITuvkPrWzj3Pt9WwzuXPT5KUX0Z5/gOuXPdget3A6mgDV89fISUrj4dFpazpjXTXFXPr9j2SkxJ52DmNTrmA+5kTNEyssTjYhIdfAB1Ta0x2lXL2QgAKrZ6emjyuuoawND9JmLsHmfllFD0I5tSlMNYVq2RE+hOdUb8n55sATCGXzpBd38/0UBue99woLq8i6u55gvPamR3r5N5dL+QmEw3ZsXgFxbGyy+PNJN4Twd6kFLRi3bRQnxqEa1AK3R0NXDt5nIreRRbGOvE1/b5xAAAgAElEQVT09qNtaB7h3Rl+8xzOPlHkF5fSO7ZXxma3xf/Y5WfBKuEd4uLisn367xpWWS9dtreJf/mX3wpWiY8A8QGw5bmyXcBHC0+FVZtmVvoL8EhrYrk5Fp+HI5QGXObrB70IyUExMCn+rc22c+H3R6mflktSeSIh6EBjFeMr2l0Q10qN/yfcS6lD/8iDV3j2ptz9guT6QZRqDRtaOZGRkegsZjqSv+Z8VB1qg5lNs46SCHc8c/r26TgJWPUKkS2LEtgyb8hxvXCVh31LbChmcHr7RbwK+zCYzFjMIlGpgGGPYJWIrNoHVtmsZuYb4wlIbWa4MJiYtiVKgs7jXz25nWtCJx/lzusfUjevRkRPaqbK+NVL51kyWNjcNJLndpL03iUMBg0hF0/gEleL0WJFsTDIoUNXWdCKhKmbTPc00D29vmfQ7PF75PjbYQGHBf7jW+AgsKqjowMnJ6dtYzwvsEr0ZURbYzTujtzeLqb0jfwXf/EX/Lf/9t92Vj6SAfz0ShhtbR1MzIjcgEbmx/opKa1kTqZGyLoJifHW5ia6uvuRqXRSREaBzw3u+qbS2dXL/IpCen/arAb6WhuoqW9ifHoR9bqM5poKGjoGpcEvvWadnvYWBifm7VJcVgWuN+6j3qcNMKhXqaupY3pukcnRARobmpmYHKWsqIy+gX6aGhqZXpSxMN5PaWkl82s7g6dCLnykr4uGhhbGx4epqqhlWaFBI1+hu6ONVlHXuZVvRPcsT/ZTUdPM/PIKXU31tHQNsrq8QGN1Ba29k5gsJiaHuqmpqWNwdHp7ULQjK5DsXTmgtgwsYJXvzdMEp5XS0zuATCna402EtGJdQws93T00N7cjU25IDiLu1y8zKSljbJ1BzDdZGO2mtKxaskVfWxONLV0oN3bus2gvp8cGaWnrZnZ6jLLCIvpG51hdnKa+ppbx2RUpD1d3Sz01tfWMTM7vcQ6U+mcDrTS29TI/P0dnSxOdvUO01VfS3DXCSH8nza3dKNYVdDXVUd/Stw2LLEYdwz1t1DW2S2UyaWXU19TQ1d1DW2urJFtn1CmpLi9jYHSWjQ01A91t1NY1Mja9tMdJSkgbz0+N0tLcTKf0rOnRa9dpb6yno3+M9bVl6spLaOud3BPdplmdpbqqnskFGaO9rdTUt7G0vExPaz21zT0SKF2ZGaWmqpqu3mHUG7sczgSsykngqrMfre1dTM4tS86X4rmqqqxlflUpOfLJ5iZobGyio6uXJZlwNNMSftNZgqjiuOmFVakuJr2Gga52amsbGJlckMrfUldFR+8oepMFoXxRW1XN0NSy9C0109NBfl7JNySWjTo1vW1NNHUMoNUoaG2oo7Wti9lF2Z4BdpvFQF9LLQkxIcQXt6La0DPR10pBfiEPi4spLqlgYHxOgs7NDQ20iHMsrUnPvnljnZ6+ARTqDUTOqq6WZum3MTW3jNFiYXa4l/r6Rnr6hpCt7/y+tp7O+qArXLgbS3tHFzMLq5I0mHAoHWpvpKqmnqGxGeSyFVrramjtHt1zz8Qzp15bpL2lii/PX5b2FakAxPM03t9JWZko97wdVs0NkxQdRefoMsqVWZqbmujqGWBNiqKxsb48R0dri32dRkTlbaKULdH5aJ1Cax/PUMrm6eoewrSdN2urJt/v/CCwqre3F2dn5+1+w/MCqxQKhdTOPMnJ+0mwSjxfD+6d4eStKGZXlKhki9SWFxMdGkplxxRWkeKhKJOUjBKGe1rIzi9heX1nBEG8QyrzM4iNjsbXN5plnYmRzgbSkhNJzypmUaaguyyB149ckiKgDDotQ50tlBUXkJpZIqUB2LrLhg0llXl5NHcOY7YY6KivpaKkkIyMXJY13xwPFBFhNUV5pGdW74l0EjKZeTG+uPolSBA+IqPqMWULGyvT4zTV1ZCbGk98URNG/QbDolwPC3mQ+ZBVpYqRpmJ8AmNprKskJSmdnuE5FCtTXDx8iLDsOuQqtZQrr6ykiLiEHFY1O3bRa9Z4mJ1GVnY+ZcV5BAdHMLmmw2LQMiZ+RyXFJCXnsKLWMdFZgbeHH7GJqTT1jGz35Tat61x5/wipuaU8zG1FrdZut41LQ5WcfASr7Paz0V+VTlTx3tQLW7Z1zB0WcFjg+bDAQWDV0NAQ9+/f33Y++PHBqr/+6x1Y9Zd/CU+IPvohbslBAdXu/faDVf/wD//AK6+8gvgo2G96Gqzab/8fep2AVVeuXmNGuTNof6AyWfTUF0bim9f22ED+gY7e2clmY6mjhLy2ncS9OxsdS8+0gE1NXGXftx803TQw1ppHdrddi/+Z13nSDjYryrluMnLzUO+Ro3jSAY71Dgt8fxZ4FqwSyVlF8tWt6buGVZbIqO020TQ3ty+w2i9nlZCa/e1vf0trq5Ba+ub0dFhlYW28gaunz3Dz3Ecc/sKVqMRMVrXGR9GswmfASGNuGId/c4j7cQ8lqRuzUcudz94hrHjokUODhaGqXC4deZHDJy6RVdWD0Wplsb+M3/77v/LyH17nvXff5b233+DwOS9Jy10jG8fvjhPO9zwICY0kKbuUVfU3I2btkVW/5vdHzuLl7Ud8QiLljYOS17nVbGS+v5JzH37AuYvX8QuLp2N4kfX5Pm4e+wPvnHWja1q+3THaso4YIF3pL+fSuS+59NlhPv3ak8jINMmJQowzWDRLZEV68s4vX+TK/Qh65lWYjRrSg5y5esuF4JAIYuOK0eqNbG5aWRpu4M7Vy7h5+Uue9Q0ji1ik58VE7K1jfB1S+4PnMdiqu2PusIDDAj+MBQ4Cqx5vZ54XWCX6MkIKsLb2mxLcwppPiqxqiXLiVsSOfO5BLC/kjwoD7pBcsn/ekgOdw2qivSCW5Ed5ag5yzPO4j3ZtEj+PYBRbOZB2FdKg0xDoeomq8Z1ImF2bdxZtm8x0V+Ae+XB7AHFno2Ppz2kBm3mD4vxUgh+Ufrv+76aGkBue1HfuDPp+23KaDRrqykqobbLL1X/b47f2F79HrXodpe67VzTYusZ+8+qAy/g/+FPTQ1iYnX2SPKXwkdxEtbbE2LjIibpLq36/Av1I1h0EVj3ezjwvsOr999/n5z//OcIjf7/pSbBKQMwy7/M4hVVJaiMa1TpzM9N0lSVx7Fa05BQx3FaN251b+ATFUdPYiW6XU6/VoiMzLJjouDTqmzrZMBuYn5lhrK+VsLBQKlsHmW3N5MML/qyrNIz1NRERl8nc/Cwxvvco7rKndBBlFufKjoggK78K9VIv52+EMz09QVtNJYva3Y7EoJNP4ON8h8tX71AjZP52ebuKOvU2lHDjwjk+PfoJEdl1dtWhR4YReRWTEpJoaOlmZqyDqPiHTA21EBKdJpUrPsCDwrYR1odKePmTWywtL5CTKPpaJcjV61w/8ioVQyuszU9TkJJAbecQRaVVrG/swCqLSU2SbwDJKQXMzM2S7X+N22FFjPV1kBSbxuTcHHmhHkSVDrA8WsOxj67RNTTM3NLq9vtOUtKI9uSDdw/z1Q0/RmZXttuhx2HV0mAzOaWtOzn/9nsIHOscFnBY4Ae3wEFg1ePtzI8LVg0Pbw/KSbmqPv/8Bzf67gLshlAHXd4PVr311lucPn2a0dHdkmw7V/oxwSrxsTrUVMK7731EWeug5OG+U5OnLxm0q4Q6n+eidyIL8r2Ja59+5O6tFgbaaghwD5Dk6HZvcSwf1AI29E/MN/OUc2zqmJhflZL/PmWvZ28SHR7FArLH8mk9+0DHHg4L/Pkt8CxY1dbWhpeX13ZBvmtYZRYa7X/xF9I/c3n5gWHVxx9/zPHjx+nr253QfLuYz5ABtCES3KoUMkYe+uOV14NmQ8/mLs9Q8e7Xa9XI1+QohYfspg2r1YJGqUCtMz3qkNgQnoaKNRlrcgUbeoMkLWs06JCvLrO8vMLqiv3f2rpG2mazWtBq1Kyvr6NSqdHpjU8A6fbIqpDqMVbl61KiYdEu2/Pw2RAJeVXrctak8mmkyC+LycD6mgy5QilFXO3q/9kNY7MhQJdSsUZrmjchNZOSN7T1EYwUkWMbaiVrMhmKdZXk4S481sXgoPD8VIryGkzbdhJl0KpVrK8r0WiF3K69QyqO0SrXUG88qW4798mx5LCAwwL/sS1wEFjV3d2Nm5vbtiGeF1gl+jJHjx6lvd2ee3a7gI8W9oNVZq2MvAfJJCSkMbb4JPnYx88EesUsqXGx5BRW7vF+/+aeT14z19/Kg5xKDLvasifv/XxusZlU5CYl0zdjz7X6eCllk90kxMZRUt2M6rHE9bv3VS+Mkp5RgEL/H2MwfnfdnvdlnVrGw4xkHmQXP4qiOkiJbazNT0iykiJqQ7VHgv4gx9shzMJYNw/LG1DtUhU54NE/+G4m9RJpcbE8SM9nZvWPHTf4wavxgxTgILBqYGBA6s9sKf88L7Dq8uXLHDlyZE/ext1GfBKsEvu0hF7FM8meX1qnktFcW0VWlBu/P+UunUIoOBQnBXP3fjAL33C6NlMYF0deca0UKSki8+ZGu8l9EM+tO84U1vUgHyji+M0YhCx4Vbof731yjvCwMAJ9/Wga3e3Ma6Y4MYGcgir0BiUB105w6LUPCEvIZd2w9x28aTKiWFshLyGYW/cCmFzZiTBUy1fJiolkcEHBTE8lR45eY0mK4rNbRDbSRqBvJIMTQmJrE6NeT312AG8fPWsvl58fDUPzWJeaOXTWXYoibC7NIi4jH4XewJ1jb9GxYsKiV1GYEMD77x7BOSAZuXaX06BNT2ZIDEXFjZJEu6I3i9+ddqa2IJH3jpwkJDSMYH9fHrZNoVnq5swZdww22x5VJlFai0FNS1ke59/7hFvu0Swr7EBsL6yykOx5neDc1m3QZa+p43+HBRwWeN4scBBYJfiHr6/vjzSy6vbt7UE5aXCuuvq5ugcHBVS799sPVtkH4VRYLHs9KbYq++OCVZsolmbo7u5hZmEF8273j60KPWFuNm4w0tfLwPA4yl0N7RN2f8JqK4uzU8wuybcHCJ+wo2O1wwIOCzgs8K0t8CxY9efOWWVqa99uFwW42t2+bC3vF1mlVCpRqZ7czjw1smrLSjYrJtUSs2tCLmhr5fMxt1q0+H/+MtHN8xJs/06LZ7OxIZtlSW36RvTV81F7RykcFnBY4D+KBQ4Cq57XnFWijRFtzdbg5uP3ZD9Y9fg+jr8dFnBYwGEBhwX+vBY4CKx6XnNWqdVqqZ15kqz5s2CVe0IHOvk8WYnJNHVOoZms49UvhJOhDfXqAmUZsVy8dJfS+r49cpdCwWELVom8UTN1STj7F2FUr5CUGPsIVhXzyddRCFnU9qpMnPyS0Zst0hjf5p6O025YpWZ2WYVicYKQ+7fJEXmatyeblG9aHDvd3UhERIKUqkM4v+kMZtaWZgl192ReY8ZmWePmaSeWdoGk9ekevL0CpPx0VqsVo8FAT1021z3i0JksWC0WSSFjU8CqL9wludHdsOrusbdoXTJiMRpRyuUo1hbwvHyO/I6dKDEewarCogbMNhurnZmcck2gs7oYL7cIFHqzdB3rpk2CVafPuLMjIPuoojYL05OjDHW2kx+bjG9wPDOL9mjgpcG9MoB6xTzJSSnMrX/jLNtWcyw4LOCwwA9vgYPAqh93zqrdEoD/5b/88BZ/rARbA4PfZr4frBJyGUKaSTS++00/Jli1X/kd6xwWcFjAYYH/KBZ4FqwS+Tp2S7p+15FVprHxbVglJAH3a3/2g1WNjY2IfFpiIHG/6UCwShy4jzfcfuf7ftfZGK5O5q1XXubDo2cpGf6mpN+fWh4Rpr6nn/mnntBxvMMCDgs4LLCPBQ4Cq0RuKBFdtTU9L5FVoi/T1NQk5eHdKtvuuQNW7baGY9lhAYcFHBb4YSxwEFglnKl7enq2pc2fl8iqzs5OKapK9Lf2m54Gq4byg7nlm8ns+BDxwYFkF9fRVZ7KB195oViXU/swk9zKDnprc3H1jWRmZafPZDXrKIyPJTO3gg2Tlb68UK64RjPU205IkD/5NZ0oJxv59OJ95mXrLE0NEujqQvbDGjrae7DnLbOX2GrRU5yUQHpOOauTLVz3jGdicpL60gIGRA7crclmIMbXl56RcZpqaqip75ByLw5UpeOTUoNeo6AgJZLcilbG+5pIzKneVm0Qp9g0qUmPiyA0Lo32tlYqKltZmB0l0PkuGUVVUrnkGh2KoUo+vuKDWqejqSSLmJQcZBodEbdPklIzyOLMFLnJSTT1DJOXlsmUbMcuEqwKCiA0JJnJ2VkKkyJpm1Igmx0h3M+D1NwyujraWVDqWBqt59IlHxT6vXKhm8Zl7l2+SnpGDuGekZTWtKHWm6UItf6GXC64hqPU6qVoqoWuSjyi8xyRVVvPiGPusMBzaoGDwCrh5CZUf7ac3H48MoCiE/ZI6uh5lAAUz8R+g4TPWrcfrPqrv/orRD6Rri57WPLjz9ufF1ZZGeso5/jRU/TNLD/1xW/TreBz7QTngh8+XsQ/+W8xEFibFs4Xp64g1+0Nf/6TT/4jPMHyRA/nj52lqn3qqffkz101q8lAjr8zX152ZuOxKLmyaB+OHTn/jUgDm1nH3Nwc61qHx8uf+/44zv/9W+BZsEok/BUDiVvT8wKr/umf/omf/exnCGi133RgWLXfwc/BOotJj0ajQaPRYjJbHWDpObgnjiI4LOCwwLe3wEFg1ePtzPMCq0S+KtHWVFZW7ltxB6za1yyOlQ4LOCzgsMD3aoGDwCqj0Sj1Z8QYjZieF1j16quv8nd/93cUFhbua7OnwSqLXkFjbS1jM0uszE/RUN/I5MQYNVV1DI+P0VBbx8jEHMvzUzTW1DA8s7p9DYNWSV9HE/XN3ah1RmwWPV3N9bS0dTLQ10fv0CQGwwY9LfW0dI1gslhYnZ+ivraWwfG5PbmkDBsq+jtbaGgVsupaxnrbqK6uZ06m2r6etCByCQ52UlVVw9DYLCarPSeyanGC3vFlKRpsQ7VGZ3MDLR39aPTfHHsx6VT0drRQXduMUm9ByLbLFqelcg2MzWK2GBlpb6KmtpGZxRXG+7uoq29Drt5gfWGM6uoGluQqFqfHqK+tZ2pBtleOXURWBYfg4x5IeU0Di4pHMoW2TeRLszTV1tI9NIXFamGsu5maukZmd0FAe4VtyGaHSY+PJS2rBs0jmGXRKWisqaK6uo7x2WUpX5desUj38OwPOj629yY5/nJYwGGB/SxwEFglImRF6oStfO8/Hlh19epeWPWcSQCKG/IsMLXf9v1gVUREBELSY2VlZb/7zJ8XVgmRWBWe153onlh45otf3ZvGhx7Z+5ZTWinydajmUOrMT95n1xabUcH0it2DRLG2zLmzF1jd2F8OcddhP+jipmaa9X3qt6lfYlW1S8P3jyilcqzjkXSikShnV8qaRr8Bg/6I0/5JhyyN9HLrzHW0Vhs2/QpK7Yb0nOi0Sv7w2rHHymchODCBitxwfv27x7f9ScVwHOywwHNhgWfBqj+7DOAfGVkVHx9PUlISCwsL+9rxxw6r9q2UY6XDAg4LOCzwI7PAQWDV8yoD+ODBA0RbMzMzs6/VHbBqX7M4Vjos4LCAwwLfqwUOAqueVxlA0V8Rfa2JiYl9bfY0WLXvAY6Vf5IFdOplgp3u4BeUjHzD8Mefy7bJhkbFumLjjz+H40iHBRwWeG4scBBY9eOVAfyv/3UHVj2HEoDiKdgPRj1r3X6w6llP1JNg1aZZJFyUodJoUcjlqDUbdk8Hm9C31bKukLOuVEt6u5tWCzqtRtpPpdFJsGFz08qGRo18eQKnL6/R9QhWmQx6lOsKKWG80WyVZJ+Meh3rCgUTVRFPhVVmnYK8oGuk1w1itFjZtJilhPJy+RrrKu0esCH0fEeqEvg6MAeVzoSAVWdPnWN6WcHamlxKTC/58ojGS6tGIVeg1uokbd1tm9ksqNbFuTWo1hWsq9TbnitSPRQKFAqlVBbham/QaZGvyVAotZINjDotslWZZBetVofFZEKjUrImW0OrN2Hb3JSOWZevodRsYDHpqA09R1Rlj5QXZascNquRrkxPfDKq2TAKr5XNbXurN3QI+2tEOTU61EpRpnWMFrt3zNY5TJo1PN5/mZ6pJaybBqKcXSis6kHYTqZQ2yMFbDbMRnF/1pHLFRhMZrBZka+tItOasJhNyFdXJTvZsKHfsD8bCqVaqq/VYkatXGd1dQ3p3rKJSqlArhT2k0t2ND/y2rEY9ZJNB5uruXr6OmqTgd48fyJySlAbxPO0ziuvfoRarUIm3a8dbx6TQc3bb59mbw23auqYOyzw47XAs2CVGGg8efLkdgWfl8iq7QI9YcEBq55gGMdqhwUcFnBY4Hu0wEFglZAPP378+HapnpfIqu0CPWHBAaueYBjHaocFHBZwWOB7tMBBYJWQDhf9GRFhJabnJbLqWWZywKpnWei73S5yzo8P9DM4PIne9Hw7nH+3NXeczWEBhwWeZoGDwCqhLHf27Fkpr7o4148jsmp4eAdUCSnAjz9+mh1+sG3PAlP7bd8PVgnZjMOHDzM4OLhvXZ4EqzTLo5x48yV8kvKJCXDj0g1/FhUbqJYnSIhJIjkugq+/ukr39Arz470kJqaQEBnK+cv3WdNbWB5rJS4lk4QIf14+9D7tEwuI8Ojk2HgykhNxvX2TwsYhFKvzJEcm8CAxEZez7zwVVqkWhrn62ov4pZSwolAy1lVDZEwCcRFBXDh/hdHlHR1ei26dLL/rHPnCnd6pVRRrS3zy/mGS/3/2zgTKiurc95h782Jukvty77prJXcl65n3rsTkihLFATQxOGOi4hTlGmM0EaeAAgqCMiigICoqKIoTDiDKIIMMImCjjDLKIDMyD93SNN1NQ8/fW//q/qp3l7vO2ef06TrV+N9rdVfVrqpd3/7vXbVP7V99e0/4QAZ07yyD3/hYjpVXyv4NC+XNsRPkzZHD5NEnXpTd+SW+TvDMGvnwn+We/q/LhHdGyv3395J123OlvOSgvD/6XRk3GvnoLRPnrZfS0iMydewYGf7MQLn5rw/L4dJK+XLBdLnysiulf79+8uYHc2Vxzkx599135cUnB0rPoRPl69wDMvrlV+Sd10dIj8dfkgN7tsqA6y+W3q9OlK/yat2cRaSsKFde6/F3+ceAkbJhT4Hk71kvr7z+rrz16gh5oPdQ2b9/t4x94u/y14HvyNT335SeXbvJR0vrD/F34MvlclHrc2XS3MVSWHpEXhvQTwYOHiHvvPK8XHPt3+QgAFFRgXww6hV5770x8vygfvLsm7OlrDRfhj94g/SfuVUO7t8pAzt3lHc+XCzlhTvl9bfflbfeeFm6dOnruY4f3L5S3nz9FXmg4+0yZt56keoSGTWok9zS+1WZNHqk3HPXg15ZVFeWyMRRo+SDcaPl6X4Pye339JT8w7kyul8nua/fMFm7p9CDVRdd0E4+mjFF+nS5V4aNmeuNo1xdVS6rP5sos9bVuc77BcYVKtDEFUgGq+DGXFFR92M907CqNDfPbx9TmbPq6quvlhtuuEEw1rstEFbZVGEcFaACVCBaBVxgVbCdiQusuvnmmwVtTdhws4RV0dYlXo0KUAEqYFPABVZh+D/zfSYusOquu+6SK664QpAHWyCssqnCOCpABahAtAq4wKpgO9M0YNWgQX5nnDdf1czMz5GUiaKywahkcTZY9fvf/146dOgg69ats5oVBqtw8OCuf5aF2w9L2eG98syTT8jKTbtk2rAuMmDUNFm6ZLFMGz1Unh4zU4YP7iujxk6WpZ8vkYH33y45m7+Wp7rcIWv2FouUF3jDAMKzasenb8vN9w/1jps2YawMevot+fD1YfLBgi+lrLJaDn/xXkJYVXGsRMZ0u1Pmbfxayov2yAMP9pFte2vmb1n+dm/p9Oqn9fK4buJwefLtmjlU4Fl1X6eucqC4XL7e8Jl06zNcCopLpPctl8vYGZ/KkvmfyPBnHpectbvrpbFmXC95bibAyzGZ8MJzMumTNbJ17pvS8ZGXZOnnn8vH0ydJr96vSeGRY1JYUCAF+Qfknj+1l80Hy+TrA7vl3n88IHkFJVK05wu59d4eMjvnMy//f7nuJlm7dp083GOAzFu0RD5fs1lKSivkg3uuk+lb8uvZgI3Pnukhb3+6WarKy2TSgLvl+fc+kqWfL5AhPXvJwrW7ZcuUR+XhiSjjClk6d4o8+dw0qagZBtpPq0O7S+TrEnR0YxjAATJr4UbPG234tRfKgrwjsmnlp9Kn7yseFKos3iY3t+8k+wpKZPf0Ph6sEqmUia8Nk3enL5GjOz+T7oNGyIIlK2XV3DlSUVUpZWUlUlB4WDZ8NELuGTnb89b6Kme4dHt/reDc0cMfl4lzlsmRLdPkqsE1PwL3blwtfWqHAVw47FEZ/8kKb8xgeFZdfe3t3vq+VbPkiedela+PVsrB1VPkvhFLPE8uP2NcoQLHiQLJYNWWLVsEx2jINKwqM4YBLJ892+rhW3ykRDZv3SF799cB4yuvvFKuu+46Wb58uZpWb0lYVU8OblABKkAFsqKAC6z66quvBM9sDXGBVfjw7qqrriKs0oLhkgpQASoQQwVcYBXmn8b7jAKruMAqeBW3a9cudG5EwqoYVjiaRAWowLdOARdYtXfvXpk6dapgLl6EpgGrWreug1UnnihSa3zcSjgZmLLtt8Gqffv2SW5urmCCMVtIBKue7PpnWbSzUCqLD8jQpwbLio075M1+t8qAN6fL8mXLZMXK1bJty5cyuE9XeeP9qbJs2TJZvmy5HCgokHtvuUE25R2rN2fV2onPSIcuz3nnLl+2Ur7a/pWM6ttbJs9fJxi1LtmcVSasOpq7Xu55oLds33/Iy9be+SPltuEf18tiEFbpnFWF25fIA/1ekEPFxXLHlefL+FnzPZtWrd0geYfrPKuQGGDV8FkbRaRcPhgxTCbnrJGVY5+Svz88ojYfK2TLlp2yc9MG+WTOPFm1erX87borZePXpe94P7wAACAASURBVPL1gT1yb6cH5dDRSjmy63PpcMf9MmfeAu+81avXei6Jn8+dJi8OHSJdHnzGmzQyGayqLDsmr3a8VoaPm117/TVSUFgiW6c8Kv2mbPCg0LKc6TLkuSlJYFXdnFVjbrpYPj1QJGsXfSi9+rwp5VXVItWH5Y4b/uF509lgVVV5kcybMVFefG6o9HzoUdn59UFZs3ieLFiyXJZ8MFQ6vlQLq+YNlwcnwquvWsZ4sGqp7Jg+QDqMXOqVlTlnVX1YVTdn1aGNn8jgF9+QvJJKyf/yI+nSe6hsyq1fTvUKnhtUoIkqkAxWjRo1ypv4V7OXaVgFQOV9xNGsmZQtXeYMqzAnIv50OA+1T5eEVaoEl1SAClCB7CngAqswN9Qpp5ziGxkXWIV3GbQz+tLpG1i7Qs+qoCLcpgJUgApEr4ALrMKcVaeddpocPVozH3dcYBU6M/fv3+/bFVSPsCqoCLepABWgAtEr4AKr8M7TqlUrycvL8wyMP6wqKBABoMLwf/jr0CF6ZR2vaINRyeJssGr9+vWCr/H1x0Dw8glhVZcaWFVRfECeeWqQLN+4S1ZPf0k6PvKqfH24SIqLi6S4qEAmvvyUDHt7uuQVFMqhr/PlWOkx6XdnB5m0eIuUHN4rj3brKSu27pHCrxbIH67tLNv2HZSiomIpKi6SWa8Plt4vTZHDR47JV3Nfkluf/ECqqypkz1cbZNWXW+vNvQRYNbrrHTJz1W6pPPq1PNalq+Ss/koqKytk+tBuMnlVfa+oLye/KH1H1AAsz7Oqc1fJLa4QwKpufYfLoeJj8v5jd8gTb38ihwqRn+LauZbqVFrzvgmrnpdJOavl0NbP5Jqbe8hX+/O9cwoK8mXcc0Pk3emLpfjIYfnHTVfXwip4VtXAqsqjufJQx3tk1tINUlJSIvl5h2Tvnl3ywcdL5XDBfnnmsSdl0/4CmdzpBhmzYk+dAbVr85/rKcM/XOVps2T8U/LIcxPkYEGh5B8qkrLyStk6pZ/0nbzeh1VPWmDVzZddItsLQJbhWVUHq0YDVu0vlh3rl0iXro/J/sNHpWjPSnnw0del+FiFHMh5Uu59aZ4cPXZE3n3+cRkzbbEUbZ0nn6zdIaVHDsubvf4mS1Z9Ln27Piab9xfIjnmvSccRH3ueVdtyhskDAVhVtP4DOfuP/eTwkVL56ovF8sA/eklRZbUsGvGYvDploQfLSoprYFVltYgHq16ogVVSeVieHvyC5B8p/4ZGjKACTV2BZLBqzZo18vrrr/vZzDiseme03z7Cy8rW5tg8qzZt2iSbN2+WI0fsE9cSVvlFxhUqQAWoQNYUcIFVeG945ZVXfBvjAqvwLoO2pqioyLfNXCGsMtXgOhWgAlQgOwq4wCo8z/E+EzfPKngWb9y4UQoL66aWMFUkrDLV4DoVoAJUIDsKuMCq7du3y5tvvun1vcPK+MOqSZP8jjgPVo0alR11Ha5q6yRMFmeDVeeee65cc801gk5OWwiDVXmbFknn2/8qz7w+Vbas/ky6d+okL46ZLcWH8+WjMSOkW9cH5PXxc6SkrEKKvt4jY14cIg927yUfzl8nGO9+35YV0r9nDxn6wqsytE9vefaNKVJaelRWzv1AenR7QJ5+6V05UHhUivP3yujhg+WhRwbIJ9PekTvueUQ25xXJ1mVzpE+f4bLfgys1lldXVsj6uaOl+yNPyJqvDsiBHRtk+OD+0vPhAZKz9EspKausl8XiPeukZ5cuMurDpTJ/0hty9x33yOS5n8vMd0fI3fd0kZwvdsixw/vlzWcekx49+8iMBWukHHSkNlQf2SN9u9wpD/YfIdu2b5LHe3WTXoNelUNFRbIqZ4p079pVBr/wjhwoKpHdG5bJYz26y/OjJskTve6TJ1+ZLnNGvyB33nGvzFy8wdNk/9bVMqhPT3mw1+OyeuchKTqUJ6OeGyR9+g2WeSu3eqAsd+UU6XTfgzJ35a56Q90d2rRAut3fVcbP2yhHDufKey89Ld17PCJTP10jpcUH5OmHO8nfuz0hu/IPyotPPCJdeg2R3fn1O44/frmf9H1iuKxYtVR63d9ZHh3ylmxft1i63Xaz9Hn2bTlSckSWzZkofXo9JMNeGSvb8w5LVXW1lBXtk0cfuF/6DRgsQwcPkIcHviz7926WFwb1k549HpMla7Z4813NHP2iPPDQY/Lx5FFyd+fesqVgvwy8/y7p9tgI2bZjiwzo1lkeGThS8gsL5KO3X5Du3XvJ66MnyCN33yfz1u6UQ1uWSJ+HHpT35q6XnDEvyF9v7Sgz56+Uj95+Vu7t9IAs3rRHqisOyB139PdAmJYTl1TgeFEgGawK5jPTsKqye4+aNvLHP7aCKrRBNlh1ySWXyB//+EdZurTGYzJoJ2FVUBFuUwEqQAWiV8AFVgWtigusuvbaa+XSSy8VvKDaAmGVTRXGUQEqQAWiVcAFVgUtiotn1a233iqYQgNtpS0QVtlUYRwVoAJUIFoFXGBV0KL4w6rbbqsPq7ZvD+YhNtvJwJRtvw1W3XLLLdK1a1fPu8qWuTBYBe8mDLVRVl7ueS6VHjsm5eUVHiSorCiv3VdRA1QwSWZ5mRdXUVnlXaa6ukrKSku94QcxBGEZzsVgcFWVgrTKysoFk55heLiac0ulsgLXLJXysmOybnGOzJi7wps/ybS7qrLCG2qqsqpKvGuUlXrnVGLoumCorpLSUuShUmpsLpXyigqpKIf9pVJZa6tev6KiPuwSnH/smJSWlkllZaWXH+gOu5EP6FOzjXzV5re8ovY4XAealIqfbq0m3rWrqr10cAyGzkJ+EDRd1dHPUnWNbuUYL9HTuyYPFZWVOMlLA+kCFJaVlXo2VwU0qazAtcq8r5igC2yHnjX5KPPKx9PXK/easq65frWU4fjSmnS982rzi3NrtK/2Na6oKJdS2FJdHapfldahsnJPL+SjGnksRRlV+fWpprxqdKzRqFqOHbMPaelrxRUq0EQVSAarJk2aJOiw05BpWFV19dVeG1l12eUpwSpMSNypU6fQuREJq7TEuKQCVIAKZE8BF1g1c+ZM7+MDtTIusArvMmhrVqxYoabVWxJW1ZODG1SAClCBrCjgAqtycnK89xn0IyDEBVb17t1b/v73v8vixYut2hFWWWVhJBWgAlQgUgVcYNWiRYvkxhtvlEOHaqYNij+s+sUv6mDVb34TqaCpXgxAINU/G6xKdt0wWJXsPO6nAlSAClCBzCqQDFaNGzfO+7Jcr5ppWFWNeUqaNZPKzveFtj82zyq1J2xJWBWmDOOpABWgAtEp4AKrMJfIBRdc4BsVF1jlGxSyQlgVIgyjqQAVoAIRKuACq9AWYVSGuMGqZDIRViVTiPupABWgAo2vgAuswjFXXHGFHDx40DMo3rAKXlQ6VxWWXbo0vooNuEKqoArH22BV//79ZdiwYbJ7d/35nNQ0wipVgksqQAWsCuCrt5wc6y5GZlaBZLAqeLWMwqrcPL+NLH9ndEqwasiQITJ06FDBWO+2QFhlU4VxVIAKUIFoFXCBVUGL4gKr8C6DtgbzVtkCYZVNFcZRASpABaJVwAVWBS2Ki2cV5mscNGhQ6EgRhFXBkuM2FaACVCB6BVxgVdCqeMOqZ5/1O+I8aBXzztdMwapf/vKXctFFF8mqVauC5eVtZxRWoVO7oMB6HUZSASqQJQXGjhX51a9EMAxqOvfnT39a8+yEN2rtcA1Zyslxf9lksGrPnj2yYMECX4dMwqqKV1/z28iyzVtSglVnn322nH/++QJ3a1sgrLKpwjgqQAWoQLQKuMCqffv21ZsXKi6w6uKLLxa0NXPnzrWKRlhllYWRVIAKUIFIFXCBVbm5ud77DKZZQIgLrMJQ6y1btpRp06ZZNSOsssrCSCpABahApAq4wCrAKfRNYUoihHjDqmuu8Tvi5MQTY9/pmilYtW3bNtm5c6fvZh2sRRmBVejA7tmzTt+Ye60FNeA2FYi1AoBNuKf270/dzA0b6u5LeJS2bp1aGpMm1T8f0J+hURTYunWrPP/889KmTZvQ9PG8Puecc/z9mYRVVTfe6JV19UknhYIqtEu2YQC3b98uO3bskKNHj/q2mSuEVaYaXKcCVIAKZEcBF1g1fvx4r7NOLYwLrMK7DNqakpISNa3ekrCqnhzcoAJUgApkRQEXWAUYhI8P9L0hLrAKIxFhlIji4mKrdoRVVlkYSQWoABWIVAEXWIWP28477zwPUsG4eMOqH/+4rtO1bdtIxUznYpmCVWh09+/f7xPFoC0NhlXw1GjXrk5bHWqRwCooNbepQOoKwCNS7ynMuZeqZ5QJ6TUdwC/XgPtYz8MSXlb0rnJVL6XjJk2aJCeccEJCWDVv3jzp0aOHn27GYFVhkUhtG5lovqowWLV3716vnSktLfVtM1cIq0w1uE4FqAAVyI4CLrAKXyF27drVNzAusArvMvD60jlOfANrVwirgopwmwpQASoQvQIusGr58uXSvXt3v38qLrAKHl94p1GIFlSPsCqoCLepABWgAtEr4AKr1qxZI7169ZLCwkLPwPjCKrPDFx2u/fpFr2iKV8wUrLr00kvlL3/5i3z55ZdWCxoMq8zOcHR2mkOGWa/ISCpABZwVgDeVCYs6dHA+VTBPH7xIzfOxngpIBtgPnt8Enp/uIsXnSBdYFbQ2U7CqfPZsv5yxnqj9sXlWXXfddXLTTTfJypUrgyZ624RVVlkYSQWoABWIVAEXWBU0KC6w6tZbbxW0NWHDzRJWBUuO21SAClCB6BVwgVVBq+ICq+6991656qqrJCdkuhDCqmDJcZsKUAEqEL0CLrAqaFV8YVVwvqqZM4O2x247UWdh2L5ju3OkaGQzOfbJLX5+LrnkksaDVei01o5sgCp0jsNrA3GpdKr71nKFClCBbyhw99119xnuLQzN5xKCQ/jpvYq5q1yD6ZGq5wOALV7smgKPc1TABVYtXbpUnn76aT/FTMEqfwjAn/xUSguLUoZVGOOdsMovFq5QASpABWKpgAuswhy3Tz75pG9/XGAVPrwjrPKLhStUgApQgVgq4AKr1q1b573PlJeXe3mIC6y65557CKtiWatoFBWgAlSgTgEXWLVp0yZ59tln5ciRI96J8YVVpvcPOlxTHUqrTpfI1sKAVKJ4G6w6fPiw5/qmE1gGM5C2ZxU6q7XzGksTAKYzt07QMG5TASpQowCG3VOPRdxrv/mNmzKjRtW/R/V+dYVVQa8uPR9LQCzznneziEclUMAFVr3xxhty6qmn+qlkAlaV7drle+BV9u6TEFSh/bF5VsG9Gn8VFRW+beYKPatMNbhOBagAFciOAi6wauzYsdK8eXPfwLjAqqKiIq+d0c5N38DaFXpWBRXhNhWgAlQgegVcYNXkyZO99xmdgzAusApzVaHvLKydoWdV9PWJV6QCVIAKBBVwgVWzZs2SM844Q/Ly8rzT4wurMNeLdrS6dvQGFYl4OxGUCttng1X4En/16tWhE0WmBasA+0xNUxlWLGIdeTkqcFwoEPQOdfFsaiisCnpmtW5d9xzV52nPnpzDKkMVzAVW4SUKY6lryASsqoCnVm15AlyFtS8ab4NVK1asEHyNr2MCq326JKxSJbikAlSACmRPARdYhS8Q9+zZ4xsZF1iFdxm0NQUhHxwSVvlFxhUqQAWoQNYUcIFVgFRoZ6qrqz074wKr4PGF+bTy8/Ot+hFWWWVhJBWgAlQgUgVcYBXmHkS/mTrtxBNW4aVGO1axbCJgRTsGU1naYNXJJ58sbdu2DZ1LJC1YhSH+VFN0YDNQgeNVAXg1Afps2OCeQwyHmWioPngsAfIMGuSeZtC7yuU5FgarXK+La+h9Dk8q2NCuXV2c7gO4RpohHUjumfx2H+kCq/Bl+S54QtWGTMCq6lNO8cq06uqrk4IqtEc2WNWqVStp06aNLFy4UE2rtySsqicHN6gAFaACWVHABVbho4idO3f69sUFVl144YWCtmbOnDm+beYKYZWpBtepABWgAtlRwAVW4aMItDNxg1Xt27eX0047TaZNm2YVj7DKKgsjqQAVoAKRKuACq/BRBPrN4g2rgt4B6MBtAiEVSKXH2mDV6NGjBZ2gIIm2kDKsMvXUeapsCTOOCjR1BQCVFM5gnibAmmQBUEuH7LMBK6Txq1/VAR/bMWHXCM4Rl8yeVavqrqNgCUvX4fs0HzgHQ6ki4JoYRtBMz1yH5yrm2MJzFpPTBv8AtZAP/Wsiz+OwIslkvAuswvP6nHPO8S/bUFhV/s5ovyzLZ89OG1aNGzdOJk6cKPtDhoAlrPKLjCtUgApQgawp4AKrJkyY4A2boUbGBVZh2Ci0Nbt371bT6i0Jq+rJwQ0qQAWoQFYUcIFV06dP995n8OU7Qlw8q2bMmCHvvfeebMeHp5ZAWGURhVFUgApQgYgVcIFVc+fOld/+9rc+B4mnZ5XZwYtO1VQ8JCIW3bycAqhUljZYVVZW5o27q1+umNfAekqwKtjR/tJLweS4TQWavgKo1/AYBKBSEANwkwwOIeemN9LYsd/UwoS9SBvPJ9eAZ5fagyVAULJgAiecgzy5hKCdQaiEbcBq05501qGzi64uNjfxY1xgFV6ibr/9dj+nDYJVhUVS/ZOfemVYdcHvnUAV2iObZ5W2M1VVVb5t5gphlakG16kAFaAC2VHABVbh5e7Pf/6zb2BcYBXmEMFfWDtDWOUXGVeoABWgAllTwAVWLViwQG677TYpLS317IwLrEIbg3easHaGsCpr1YoXpgJUgAr4CrjAqmXLlknHjh394cPjCavUMwIdqehcbSIhFUilx9pg1TXXXCN33nmnbNy40ZrzlGAVOt+1Q7qJzP1lzTQjqYBNAXgiBeEO6jsAj6sHVNu2NfdImCcWII/eQ1jCCymVYM4V5wK6MNygeT14RbkE3N96HvJiG+IPkAlzaZk26TnJlnguu3p4udh7HBzjAqvwAoWhADU0BFbVm6tq6bIGwapbbrnFg2iYU8QWCKtsqjCOClABKhCtAi6wCp115vyDcYFVd911l6CtwVy8tkBYZVOFcVSAClCBaBVwgVVoZ/A+ox9TxwVWdevWTW666SaZP3++VTTCKqssjKQCVIAKRKqAC6yqqKio187EE1aZX/+jg7SJBAVQqSxtsAqub3/6059k7dq11pynBKu0Ix4d0a6d99arMpIKxEwBwBjzWYE6jm3AncWL3Y2FpxDODfNgMoEvjnOFR2qBOV+cDs2n+2zLoGepiycTPMtgm/4BeCULeB7Aq0zzr+fqEkMfwnakHTJUXLJLHO/7XWDVjh07BJ2NGtKGVaZXleNcVdoW2TyrrrjiCsE47/iCxRYIq2yqMI4KUAEqEK0CLrAKw+yhQ05DXGDVjTfeKGhr8EW+LRBW2VRhHBWgAlQgWgVcYNW+ffu89xmdSyQusOpvf/ubXHLJJaFzIxJWRVuXeDUqQAWogE0BF1iVm5vrPcvVgzd+sAqdotpZiiU6U5tI0I7BVJY2WAWPqm3btomOCRzMvjOswti9qqXrkGjBi3GbCsRVAdMDCZAKUMXmTZTMfnM+J3hqBYN5H+F+ShVWwZNJ78NE3o2w3cyTnoMloFHY0HvwdgJo0+NxrxMuBUuxUbZdYNUbb7whLVq08K+fLqyqvPNOv4zLUvCqQntkg1VbtmyRrVu3CiaytAXCKpsqjKMCVIAKRKuAC6waO3asNG/e3DcsLrAK7zJoa4qLi33bzBXCKlMNrlMBKkAFsqOAC6yaMmWKnHrqqf57Q1xgFT4K3Lx5c71RLEwVCatMNbhOBagAFciOAi6watasWd4cvHl5eZ6R8YNV6HjVTlcsg/OuZEdbp6umAqn0WBusQqEcOnRI4AZnC86wyuwkT3XoMtuFGUcF4qSA6bEEUJVuMD2Zwp438DLS51KqsMr0zAJUCwbYbnpA6nWCS4Aucxg+wK1Bg+qDKpxjm3creE1uZ0QBF1iFjw/ef/99/3rpwKryz+b79a/y1ludh//TdsYGq/Lz8wV/GNbDFgirbKowjgpQASoQrQIusApACMBKQ1xgFd5l0M5gOFxbIKyyqcI4KkAFqEC0CrjAqu3bt3vvM9o/FRdYVVBQIAcPHvTn0goqR1gVVITbVIAKUIHoFXCBVRgpYsKECb7TTvxgFTpfzU5am6dD9No6XVE7BlNZ2mBVy5YtvWEzvvjiC+t1nWGV2ZnPIQDrawlAAH02bKgfz61oFABoQRkAqKbrBWR6ITVkuNCcnLpnDuqELcDDU59LibyjbOea6SMNM5jz82n6WAIuh83HZR4XXHcZ/s+8PtcbpIALrApeIGVYheH/TjnFq3/VP/mplObmZQRW/e53v5OLL75YlixZEjTR2yasssrCSCpABahApAq4wKqgQXGBVX/4wx/kggsukHnz5gVN9LYJq6yyMJIKUAEqEKkCLrAqaFBcYFWHDh2kdevWMtP8oNMwlrDKEIOrVIAKUIEsKeACq4KmxQ9WmYAFQ1uFDX0VzEkMtlOBVHqsDVbdeeed8vDDD3tDAdqy5QyrfvGLug72dIZHs108TnEACOjsTyVvACPmHD0AD02ojsVJ/gbZYpYBhq1LB0oHvTBT9XjSDKD8dRg9eD7Z6oPpfQVAlAr8DYNVweEFoQkglTnfFo5BHQ1CKds2QZWWaGRLF1iFr93RWachVVhV2b2HX/7lH36YMqhCW2PzrOrSpYt0795dNoQAe8IqLTEuqQAVoALZU8AFVqEtQmedhrjAKrzLdO3aVVavXq2m1VsSVtWTgxtUgApQgawo4AKrAIPwPqPTVMQFVg0cOFA6deokS5cutWpHWGWVhZFUgApQgUgVcIFVOTk53sfU8JZFiB+sMjtmU/VgiFTub15MAVQqSxus+mbK9WOcYBUAjnZoYwiz4y0Abmj+4I3nEgAhzOHc9PyQL3FckuQxaSgQhEwoB8CidMrBnG8K6QB222BTMjOvuaauPtmGAjT34zoAwa6QNNEwgNiXDHwhP/BAA9TTOmsu0UEFIMYQuQIusAquzPi6XEMqsKqhw/9pW2SDVWpP2JKwKkwZxlMBKkAFolPABVZNmzZNLr30Ut+ouMAq36CQFcKqEGEYTQWoABWIUAEXWDVnzhzvfeZY7Xt2XGBVMpkIq5IpxP1UgApQgcZXwAVWLViwQNq3b+8NIQ6L4gWr0PiZnbBNbJ4l7RhMZWmDVX379pWhQ4fKrl27rLXGCVaZQCBsaDNr6k0k0swfwIFLMOfwUk8a1LcmVs9cshrrY4KASe95eDXBkyiVgGdGcCg9wJtUhxYEMFI7bN52ppeiHod5pmp/sCc02QRdOKchAfUeXl74wzCKIV4xDbkEz3VXwAVWlZSUiE4SiZRdYVXZrl2CYf9QL6tPOimt4f+0LbLBqkGDBsmQIUNCPXgJq9zrAY+kAlSACjSWAi6wCl+65+bm+ibEBVY9++yzgrYGczfaAmGVTRXGUQEqQAWiVcAFVgFS4X2murraMy4usOrll1+WAQMGyJo1a6yiEVZZZWEkFaACVCBSBVxgVWlpqdfOVFVVebbFC1aZ3jLoEAZcaEJBOwZTWdpgVYsWLeSyyy6TBs1ZZc795ep51IS09iCBOY+QOXRaWD5MqGHCribmwReWvSYTb3oIARKZIAieby4AyMwsjg8CMICvVIcWBORSEGXeM+YwfibkxLE4JxFgMyEYjgdgYjhuFHCBVXixM1+gnGBVYZFUXfD7mvp44okCD6tU2pXgsTZYdd5550nbtm1lccizk7DquKmmzAgVoAJNWAEXWIXhMsx3hrjAqssvv1zQ1mBYD1sgrLKpwjgqQAWoQLQKuMCqQ4cOeUO6aidiXGDVn/70JznrrLNkxowZVtEIq6yyMJIKUAEqEKkCLrDq8OHDsnbtWikvL/dsixesMofLQscugEITCsEOQpdtG6zChPerVq2S4uJia+6dPKvMzvtkw4xZr9IEIs05f+BpkiwoFAFwQNBtLBkyrwC8fjCkngmf4PGkQAhACQGd5SYEQt1NJwTnlUL6qTxDTIAJG3HfoI6ZEAvzQpmQFMfBdtiMzhgdGhB5h8ee5hVLQDpTi3TyGNdzkG88v1EG0OF4zWdAfxdYNXr0aGnTpo1/pgusqux8n193Kl59rUGgCu2QDVYtX75cVq5cKfhRYAuEVTZVGEcFqAAViFYBF1g1ceJEadWqlW9YXGAV3mXQ1qCT0xYIq2yqMI4KUAEqEK0CLrAKMAjvM3Gbswodm8uWLROd4ySoHGFVUBFuUwEqQAWiV8AFVqEtwtyIgFQI8YJV6Ag2O3eb2BBXLnAqeIwNVuXn50tBQYFUVFRYa5ETrMJwY6plqh4m1qvGNFLnOEvmHWXO4aXHElY1XqECViiAAtzRYAIhQCANgFpaX7FMF7ACmOh1kQ7WQzxH9NL1lkHAZNoE+KXDCwaBlXmcbR12hHxZXO/6TXEDZWd6yyH/uLe+BV5kLrAKY7xj4l8NyWBVxfAX/HsB0CrYZqSzbYNV6DxEO6Nfrqh9uiSsUiW4pAJUgApkTwEXWIUXwLuNIa3jAqvQxqCtCWtnCKuyV694ZSpABaiAKuACqz7//HPvfQbDNCHExbOqsLDQa2fKyso0O/WWhFX15OAGFaACVCArCrjAKnzk1qVLF/9j6njBKnNuF3TuNrGQTieiDVZdddVVcscdd8iGEFjnBKsUxKDjWL09mpieTuaa0CBRPk0vLJ03SDvY6VlV4wkDLbXeQBuAn3SD6UFl6mvOG2Z0rHiXMb0BcX0FQ6naADgFsKTQKJW0ANnM4SI1DTyPggAN4A3DFuoxYUvYkgowSzW/UR0P6A3PKf0DjAKogjZheccz/Tj2snKBVcHiSQSryt8Z7WuJYQBLC4saDVb9z//8j/z1r3+tN3SUaSthlakG16kAFaAC2VHABVYFLYsLrOrYsaPcfPPNgk5OWyCssqnCOCpABahAtAq4wKqgRXGBbbjf9QAAIABJREFUVejYxFCA6Ai1BcIqmyqMowJUgApEq4ALrApaFC9YZXb8qvdL0OIYb2cKVmVkzirtPG6C0C+lIgZA0LwGYYKZUBBWBbfNY79t64B86qGmWuoykabJdFLwhbSgN4IJFwE9zAA7FCDiHICOdAPAiglROnRILSWAGNgPewDRQsCxlyg0wjGm7bAf0AvpNHVY4wLlkHeULY4NeqehbiUCyamVTKyOdoFV8+fPl0ceecS3OwxWlX/4oV9nq1u2lNLcvIyAKrRLNs+q888/n3NW+aXCFSpABahAPBVwgVUYPvyhhx7yMxAXWNWuXTtvzip0hNoCYZVNFcZRASpABaJVwAVWYehwvM+oB1NcYNWNN94oZ599NuesirbK8GpUgApQgZQUcIFV69atk379+klRUZGXdrxgVUM6l1OSqnEOzhSsgns1fgjoBJZBa508qxQ2mF4twYSOh23Tgwed5WEhCKfMYeeC0CQsjeM13hwyEoAIgEXhFQByusH0lILeCIBGWjc1zkzfHCYQx9mOMY9PtG6WMdJKBJwSpfNt3hcET3ieoL7gz3xeY930xMOQh6Z3G8DdcRhcYNWbb74pvzE+vrDBqsYEVWGwCm1MonaGnlXHYYVllqgAFWhyCrjAqvfff19+/etf+3mLC6xCG4N3mrD3GcIqv8i4QgWoABXImgIusGrq1KnSsmXL2M1ZlaydoWdV1qoVL0wFqAAV8BVwgVWzZ8/2Pj7Iy8vzzosPrDJhAjqWMX9VEwuZglXTp08X/GgIm5A4KawytTzeYRXqCPKIOmN0CH+j6piaoKPdBCnH61xC3xDBEmF6ppnD8kETaIq/dOc8M4f8Uy8pE4yF6W56XwGCNAQyKXRDPhLBTIs03+ooeEKZwyFCR4BEM8BjDEBQ7z9obAIr3HPmvuNQfxdYVVJSIrm5ub5yQVhVD1SddJKUbd6SMY8qbZNsnlXoAMV8WvgRYAuEVTZVGEcFqAAViFYBF1iFCe8PHDjgGxYXWJWTkyOw37TNN1JECKtMNbhOBagAFciOAi6w6tixY977THV1tWdkXDyrFixYIABSe/futYpHWGWVhZFUgApQgUgVcIFV+MAN/Wb6kVt8YFUmPSoilb3uYtoxmMrSNmfVySef7A3PBHdrWyCsCqgCEIKOcoCNsCHXgrBKO9ETnRO4zHG5qdphGLegdqoRPK3SCZinCeWCP6SFYA71GQbBYEfr1vXPTXcYOROYJYKZ6eTveD7H9KgC2E0UUDbqMReEi6gDiNN60BDwmMiGLO1zgVVwY961a5dvoQmrKl59zdenupFAFdojG6xq1aqVtGnTRhYuXOjbZq4QVplqcJ0KUAEqkB0FXGBVcXGx7Ny50zcwLrDqwgsvFLQ1+DDCFgirbKowjgpQASoQrQIusOrIkSNeOxM3WNW+fXs57bTTZNq0aVbRCKussjCSClABKhCpAi6wCh95o9+ssrLSsy0+sAod4tqhiSU6OZtYSAVS6bE2WDV+/HiBd9XBgwetCiSFVeg8Vi0VElhTOk4iBw2qy28YADE1MTvPoxqeDPUZdgKaxSWYmpheVWqfgizTIwYgCee5BBMQoj7iPHNoOAzhGBZwrMIynAt4FYRpYeea8agPei9gyZBcAdOrLpW5vtRrDmVlBnM4RvWwM/c34XUXWIXnOebt0KCwqvyBm/26iTmqGsOjStsZG6yaMmWK91W76fWlNmJJWGWqwXUqQAWoQHYUcIFVgD4XX3yxb2BcYNWMGTMEbU3YF++EVX6RcYUKUAEqkDUFXGAVhmfC+ww8rBDi4lkFu/DOYn4YaApJWGWqwXUqQAWoQHYUcIFVmOv9qquukvz8fM/I+MAqDPtndion6sjOjr5Jr6odg6ksbbAKw3kkGuM9KayCpaaWSS1v4geYXnmJvIBMUKL6YBi8xg4ALwrI4MHkCnsa2y4TSth00HtSPWvw4xQACTqGQcGgzaozlub1sJ0sAHZBL03D6PBPdqq/36wbLtf0T2ykFWgIYIO8wOsrbs852Kfeb1jWvpA4qYG8oLxQ14PnmcMxutYdp4tm9yAXWIUXKHz1p6F0XmepOLvW47BZM6m67HIpzc3L+NB/Zjtkg1V42UzUzhBWaYlxSQWoABXIngIusAofuF1xxRW+kXGBVWhj0NbocB6+gbUrhFVBRbhNBagAFYheARdYNXfuXLn66qtjB6u0ndEv8YPqEVYFFeE2FaACVCB6BVxgFUb8uf7662MIq9SLAx3K6AxvgsHsHHRdt8Gqjh07Sq9evWTbtm1WFZxglXY4Q890vHkAFoIdzlZrYhCJTnIFGjYPITXR7DDH8VENC2d6luC6gBRxCOYQeTaApnbDYwZBt5EHVw8Z0zvK9IBz9fiDXeb8YqaXVzINg6AK90S2A+4paKfgVLXNtl16fcw5pfdSOt6tuBdtz5uwudH0uk106QKrysvLBUNneGHVKqk+6d99jSvvvLNRIZW2QzZY1aVLF3nwwQdl/fr1VvUJq6yyMJIKUAEqEKkCLrAK7QyGAtQQF1iFdxm0NV988YWaVm9JWFVPDm5QASpABbKigAusqqio8NqZuA0DOHDgQPnHP/4hS5cutWpHWGWVhZFUgApQgUgVcIFVaGfQb6btTHw8q0yQEBVEyHDxaMdgKksbrGrRooXnZh32cucEq0z4Z/OaSZR3hRLwkujXL9GR8dmnnf/BIchMC01N0CEf1AXbqHvwKMpkAGBRAICleipl8hrppIWyVbts5yu4UKCi9ULPAdBMFkxYZc5DlaicbGliriOAyEQwMnieaS/qR7C8zeMBxZDfKD2dAHWivJ6Z37B1nXuqMcCe3qNN9Pluk8wFVmEeEW++DsBa9bD8bjMpf/ivkYAqtEc2WHX++ecL5hNZsmSJLWscBtCqCiOpABWgAtEq4AKrdu/eLThOQ1xgFYaM+u1vfys5Ib8XCau0xLikAlSACmRPARdYtW/fPu99Rj2Y4jIM4I033ijnnHOOzMRHqpZAWGURhVFUgApQgYgVcIFVmJ4C7RE8ZhHiA6u0IxMd4a5eGxELnOxyqUAqPdYGq7788kvZvHmzYDhAW3CCVabXTCreKLggOu5NsGDzlLAZls04DKuGuoN6FBYAOhS02DrMzSHnEoGNsPTD4tU2vbbCn7Djo4pXj6UwLyd41sBmtdeEW4iHhsm870xYpfnHMqp7HJALnSSJ6jD2a9mnM9RgY5QX7kHct/pcBESKAmwpTGkMSK3PFFzjOAkusGpGjx7y1fe+5z97qk79TznyWDM5unlcVmHVxo0bZdOmTXVeX4EyoWdVQBBuUgEqQAWyoIALrBo7dqw0b97cty4usArvMmhrioqKfNvMFcIqUw2uUwEqQAWyo4ALrML8g6eeeqqUlJR4RsYFVmEkog0bNkhhYaFVPMIqqyyMpAJUgApEqoALrJo1a5acccYZkpeX59kWD1iFjlmzIztVuBKpzOEXUwCVytIGqzCUB34IhI3x7gSr0AGvmtrATHg2avaoFxI6yZtCML2XbJ36gCoKJKBLsDMeUEP1whKQJRmIcdUlCGyiAjXJ7EsGq/S+hG4IWidMnYI6Bq9pHmuup+IhFUwzk9vm0IRa7plMP520THhmapbJOmmzC0BPrwcbMh3MexT323EQEsIqaGjeMwCPgwZJ6aKuUjQy+7AKLtZoZ/QLyWBxEFYFFeE2FaACVCB6BVxg1fbt2wXtkYa4wCq0MWhrwtoZwiotMS6pABWgAtlTwAVW7dq1SwCsKioqPUPjAqu0ncHwUbZAWGVThXFUgApQgWgVcIFVe/fuFbwbYL5bhHjAqlWr6jpJ0Vn60kvRKpehq6UCqfRYG6z65S9/KRdddJGsXLnSapkTrEIBq5cENE21c1g7WdHB2hgd19acNSASdUY72m1u4EGvoOBQfHjJ1/N1mam5pUxIhrTjAmqSwSoUB2xVbyP18tEl8oI6hvvXFgANVcvgEpAoigDgFhbMOqP2AQhlM8CbzbxvUUaou4hDPcoUQLXl0QS2iTzRbOe6xJl6N4VnikOevgGrUOeRT3wgoHWqWTOp7NjR94yLC6w6++yzBUMBLlq0yJpTwiqrLIykAlSACkSqgAusAgwyR2OIC6y6+OKLBW3N3LlzrZoRVlllYSQVoAJUIFIFXGBVsJ2JC6y69tprpWXLljJt2jSrZoRVVlkYSQWoABWIVAEXWIV2BqAqXnNW6dw42rlngw2RSpnexRRApbK0wSpMev/444/Ljh07rIY4wSqcqTACuqbqrYbOaoUS6CjPFLix5igDkej81voTnHMqCABwXHDOJJyj5+syU3Ag0HEdGxir9cMF0JhAGXXJ1AvzG9mgUPC+Vl2xjOIe12EMbZ5syI9CIQVBsCtYLzJQNVNKQusK7j1TI0CqxgRVMNK8h2zeiSllxHKwOYdYU4JV0B1wFUA7APFmjholF55wgrz285/XHzoVdQllePfdMmvkSLnGqINxgVV9+vSRxx57zBty1lJanLPKJgrjqAAVoAIRK+ACq2bMmCF/+MMffMviAqueeOIJ6du3r2B4c1sgrLKpwjgqQAWoQLQKuMAqHNO+fXv/i/e4wKpnn31WHn74YVkV8vEsYVW0dYlXowJUgArYFHCBVQsXLpQbbrhBDh065CURD88qc34ldPKl6gVkUyMLcalAKj3WBquSme4Mq8zO53TACxp9cwg7eNg0Rid2sgy77DeHMDOHLoS9Zh5Qv/AHPcygnmS6X5eZgHTBtONSv3VYNnSqJwvmPYpOe3TgK1iBVlgP1g3MdaU66nxFuh08Ntn109kP2IPr2WCcWSY4TsGsWXfSuWZDzjE9mzJR71K1RfWCZo0RTO/GpgSroAXqvO05ovXZXKJuAczVAtzx48fL5Zdf7isaF1jlGxSyQs+qEGEYTQWoABWIUAEXWAXoc+GFF/pWxQVW+QaFrBBWhQjDaCpABahAhAq4wKrZs2d77zM6PFNcYFUymQirkinE/VSAClCBxlfABVbhmCuvvFLy8/M9g+IBq7TTXDv8bF4aja9fg6+gACqVpQ1W9e7dW5555hnB2MC24AyrcDKgjOqaTgc4ysKEDkGPD5uB2YpTTxmAEw2m7Vg3O5zNegbvINUJwELXoV9DwYpZv4OQTO3MxtKcr8nUwmaLwiZorMdCF4U80At5Qx0DdDHTRjzgFnTA+VENg6ieXUFYZUIhAFgT6qZzj9j0SidOPcGgpelVlU5a6ZxjXr8xgKp5H+BaTS2gDgNaAbqh3rRtK1+3aCGTmjWr8axCPdJ7w8gbJvw1vWTjAqvgvTtkyBDBxMS2QFhlU4VxVIAKUIFoFXCBVUVFRYJ5qzTEBVYNHTpU4F21IeQ3BWGVlhiXVIAKUIHsKeACqzCnOt5ndHimuMCqESNGSP/+/WXNmjVWAQmrrLIwkgpQASoQqQIusApzEO7cudOf6zYesMr0cnDx8ohUVveLpQKp9FgbrGrRooVcdtll8sUXX1gvnhKsMueJUWhgTTVJpDnsGzrTMYQcOm/jFBQ4AYggAIoodAKwAFxBJ7PGme7iGocljjOhVkPhimkH0jc6FLIqnzksm6lF0CjsU31wr5oB+1CvdL9tiTqYjaDAzISXsMOsywof1O5EOjR2HnA/KfwL6tzY10b6qPeqQ6qwTMEg7A57LqgnHu7PsGOiyGcGr/GNOassaaPRPXDggL8nLrDqvPPOk7Zt28riEHBIWOUXGVeoABWgAllTwAVWYb4qs52JC6yCVzHampwQb2rCqqxVK16YClABKuAr4AKr4FGVm5sbO1j1pz/9Sc466yzBcLi2QFhlU4VxVIAKUIFoFXCBVaWlpV47U1VV5RkXD1ilXhvoKA12LEerYYOupgAqlaUNVs2aNUtQmAWWr/RhYEqwCp3CJkyAd0O6AS+bZlooK3RwxyWY0POmm+o63tE5rh2yJjgCqEAwPW2QPwTs0457LENetGsOTvDfBBCaXjaHmjNNNSEUwFVYMHVVHc1jAd9MDzbNJ5bZzKvOyRW0QaGmelwpRNFtM28NWU/n3jBBWrp1riE2KyxLFTAqrEKZQ/dgwLNM6wXqynESXGDVW2+9Ja1atfJzHBdYhRfTefPm+W7WvoG1K4RVQUW4TQWoABWIXgEXWDVu3DjBh24a4gKr5s+fL2hr8vLy1LR6S8KqenJwgwpQASqQFQVcYBWe12eeeabg4wiEuHhW4aO7uXPnyv6Q927CqqxUKV6UClABKlBPARdYNWfOHGndurUAUiHEA1aZAASeL000pAKp9FgbrEqW/ZRgFRIzPWjQYayQJtmFbPvR6WzCC3Twx8VTyBxmTDvGAapMLxH1tsF+HfLNBFNm/QvmMx1vEHOeHrUJy0RwyKZ7Y8VBH9gTBjEBTNRu6JEo4FikAxiBYwEwshnUi86EJ6irmh+ASxPYmRqgfEKGrXHKkoIylH8qAT+0FRjh3kqnzqVyveCxCu5MLYLHhG2boM2853C8eY+lqknY9WIQ7wKr8EX5gw8+6FsbF1jlGxSyQlgVIgyjqQAVoAIRKuACqzAh8f333+9bFRdY5RsUskJYFSIMo6kAFaACESrgAquWLVsmDzzwgJSVlXmWxQVWJZOJsCqZQtxPBagAFWh8BVxg1erVq+Whhx4STKOBEA9YpZ3HWDZ0yLXG1zn0CgqgUlnaYBUmFfv73/8eOsZ7yrAKFpueLwAUDQFWSA+d2Vpu6FQP+ZolVKzG2DFsWJ1NsC0IqnBN0wNE65qZF7OTHmBDYQ7SM6GHi/3QxDzfXEd6Cstc0mqsY7RewNsoGAAmUbZazg2BN8G0o9hW8GLCEbP8sW562il0VcCI8kp3WEDVLJ1hTc2hO4NeYY2tm0I2lHuqAWBN6wu0N4MJfptaPTLzEVh3gVWBUyQusKpDhw7yl7/8JXS4WcKqYMlxmwpQASoQvQIusCpoVVxg1R133CFoa5YsWRI00dsmrLLKwkgqQAWoQKQKuMCqoEFxgVVdunSR66+/Xj799NOgid42YZVVFkZSASpABSJVwAVWBQ3KPqwyPR3QwQvPlyYaUoFUeqwNVsH17brrrgudKDItWAXwYHqwQWt0IGsHfTqam54UgB1Re4GYNqMD/KST6sDKP/9zfY8qPdb0pNHhyLSDHZoEIZ4JDrDfBB+aZtjS7KBH5z28TZCG+Yd4ePGgfLIRzPwF866eSbDXhHjZsDOda2q5mkPamXUWdUEBIspKg3mfBKGLHpNoGXympXOPKUSE9lE+E00vzHRAnelBpTDWvOfS0TOR1lne5wKr8PLUo0cP39K4wCrMi4gPI5YuXerbZq4QVplqcJ0KUAEqkB0FXGDVokWLvC/e1cK4wCp0IKKtwQuqLRBW2VRhHBWgAlQgWgVcYNXy5cu995m4eVbddtttcuGFFwraSlsgrLKpwjgqQAWoQLQKuMCqNWvWyMMPPxwjzyrMgWN23sdleLQ0yk4BVCpLG6xKdum0YBUSRae5duCbmgNKoGM5nc5p9cRAeuqplCwDmd4PGKFDp2m+MA+aLQCo6TGAEmZHOsCFDRqZ0AnnAngkCyYUwTk6LBqWQVvVHnTkA1JAR0Ax/AFU4BzbXFHJbHDZb3p/ATgi//iDR49pVzZBpEs+bMeo/eYzRcsSZY06r8coqDOHPQzus13DFheEkukMh4hyMe/VdNKw2ZYsDmWvAC8VMGumq3OCIR3kQzWHnqqzeXwTXneBVXhen3POOX4uU4ZVuXlStmatpNKuBI8tPlIim7fukL37c307kq0QViVTiPupABWgAo2vgAusGj9+vPzG+BgkLrAqmTqEVckU4n4qQAWoQOMr4AKrpk2bJmeffXbs5qxKpg5hVTKFuJ8KUAEq0PgKuMAqzD94/vnnx2jOKvNLfHRmorO4iYZgB6HLtg1W4aVz+vTpcvDgQasSacMqpIbOaLPzWDvkdQmQAmCikMRqgREJiKGd00gjHeBlJJfSKgAOoJTajuUPflCzDRAVFkx7TdgWNuQaNEMngHkdAD50xAdDEPTgnCDEg0bB9My0w9ZxzcYIKGu9ZhCkQcd0PIMaw85U0kQ5aJ5MQKIACPqrB5UJNs0hIfV8owPIyQQTgiGNVIeP1Iugfis4QrlENXyeetSlmm+123ymX355XTmkm56mG8OlC6zKzc2VVcZzMRVYBUildaDi6afTBlY2WDVlyhRBRyHsswXCKpsqjKMCVIAKRKuAC6zCMBkrVqzwDYsLrJoxY4agrdm7d69vm7lCWGWqwXUqQAWoQHYUcIFV+fn53vtMVVWVZ2RchgGcPXu24J1l165dVvEIq6yyMJIKUAEqEKkCLrCqoKDAm6KivLzcsy37wwCaw5ChY7cpdozXFrMLnAoeY4NVzZs3l7Zt28rKlSutFahBsEpTBBQMgh7tnDeXCq/gKQTvDpuHjemdZHb867UyvUSnvQmZYC/sBCQwQRyAhS2Yx5h5Ve8n2zk2YIVz0bGvXlAAHQpDNF2AP5tmuAY69V3LAMCrse4N2KeAQu3GErZFBUhsmjckDlppXkwAroBK92Fpg1mARKYm5jHJ7DK90pA+6ma6wQRfgKxhdSnd9G3nmc9kA7LYDg2Ns91jie6v0ITivcMFVh09elTy8vL8jKQCq6rOPdevx9UtW2YUVp111lly3nnnycKFC33bzBXCKlMNrlMBKkAFsqOAC6w6duxYvXYmLrAKQzOhrcGXkrZAWGVThXFUgApQgWgVcIFVpaWl3tfu1dXVnnFxgVXXXHONnH766QLPL1sgrLKpwjgqQAWoQLQKuMAqbWf0o4jswyp09Jsdx1F0xjZSuQRBlMu2DVa98cYbMm7cuNAv3jMCq1QDdOrDswZQRb04zPIIrgPG2MrI7KBvLMABYGDrBMe11cvJHH4vrHPc9CTS/Ll4fSDfZvp6btgSdtm0Uu11CRCGvOFeQPooC5yLbcSHQTc9P1NLQAoAGlw7qmHnMmV7MB1zeFGzPgbLyix38xzUM3M4P+jiGoLAEtdMBXYFr2PWedSPxg6oswr1cO10Ap4rmDdO9U5Fv3Sul6VzXGAVoM/VV1/tW+gKqyqGv1CnX7NmUn3SSRmFVWPGjJGxY8eGfvFOWOUXGVeoABWgAllTwAVWwYPpiiuu8G2MC6zCSBFoa3bu3OnbZq4QVplqcJ0KUAEqkB0FXGAVPjrA+ww+jkCIC6yC9+7bb78t27Zts4pHWGWVhZFUgApQgUgVcIFV+Iga893Ckxch+7DK9JBBB2kTDi5wKniMDVZVVlYKaKJ+uRKUJKOwKpg4OuzVQykMXpmd/3q+OdcPzs9EAIACNEEdgXeKdnzrEp4/QSCF43V/mB2wX4/RZSowARol8ohCPQb4YcieAmZ9VI80/LjW8talWe4miNR5rswhIzWdRLky65ZZZwEg0w2AlQqPYHe63k6pXN/06Erneqb+sPmPf0zl6k3mWBdYNXr0aM+DSTPlCquqLvh9vfqaaViFNiZRO0NYpSXGJRWgAlQgewq4wKqJEyd6HkxqZVxgVbJ2hrBKS4xLKkAFqED2FHCBVfgook2bNrGbsypZO0NYlb16xStTASpABVQBF1iFtuj3v/99jOasQieudhybXg6aqya0DIIol20brLrvvvvk0Ucfle0hneONCqtMvdG5DzADTyR4WKCstBPfPA7rJghIZ44edPLDkwhD6eE6YaAM8fD8gV22YA5JGJwryjweda2h9Q42o1Mfdutf2FCJ5rW53vgKoJ5q+erVcD9pHJbB5416RKGOqTebCW1QN5MF1AO9Bu4bEzKZYCxZOsH9JoRN19spmGaibdzPanuqXlHQWc9VLbAMg8eJ7Ij5PhdYFcyCK6wKPgMzDat69uwpvXv3lk2bNgVN9LYJq6yyMJIKUAEqEKkCLrAqaFBcYNVjjz0maGvWrl0bNNHbJqyyysJIKkAFqECkCrjAqqBBcfGsGjJkiDz44IP15m00bSWsMtXgOhWgAlQgOwq4wKqgZdn3rDI9F1LtFA3mJsvbLnAqeIwNVp188smNP2dVY2ilHdOpliM6xsPgFNLEPnTQA0DocH+J7Ne04P0UFtChDuiFP0AnhuNLARdYZQJP0xPIhEGAVuohhXqVqP6ZgAfHoo4BUOl90dA5pxSwatqNXWKpgjrYA1is0A/5/sc/6t/bQU9IlzzoHFqAfzELLrBq8+bNguM0uMCqMkwSrPWmdplpWNWqVSvvC0nOWaUlwyUVoAJUIH4KuMAqDH80YcIE3/i4wCrMWYW2Zs6cOb5t5gphlakG16kAFaAC2VHABVZhOFe8z1RUVHhGxgVWtW/fXk477TTOWZWdqsOrUgEqQAWcFHCBVXv27BEM7arDzWYfVilYQIdcOh45TtJEc1AQRLls22DVrl27ZN++fVJWVmY1PDLPKuvVE0RqWZqd/QkOr7cLHePwqMIfzoeHCoCDCRTqnZBgA2mgPgEyMHw7FVAPJ9RJDSY4CtZReOEpHDDAgncqPKp0H+BmWDCHETTTN9OGh1S6wYRHyF9jB8A3c7jLZJ5RuFcV7JnPc4VNek+mOqyg3s+JPCUbW4uQ9K2wCkAT5Y+/DRsEcxCeeuqpfgpOsGrzlro6V1v3qs49N6NzVuHHwN69e/0fA76BtSv0rAoqwm0qQAWoQPQKuMAqzD/YvHlz37i4wCq8y6CtOXr0qG+buUJYZarBdSpABahAdhRwgVWTJ0/23mdKSko8I+MCqw4cOCC7d+8WtSuoID2rgopwmwpQASoQvQIusGrWrFlyxhlnSF5enmdgdmEVvBa0ExjLKDpgG7FcXOBU8BgbrNqxY4f3cldaWmq1NpawypyrB5322QwmXEjkCZNNG3ntxlVAYRW8fBAAXkwvTvNZg+eQglYMX4djzYA6ZA5rZ5uPzBymD2mZQAbpAVzgGZeq16Fph2lncAhD87hMruOapqcUdEOcGaCPCeRsz3JHpbdFAAAgAElEQVTzngTQMvUx0wquI21tIwCvYxassErLGnb/5jfehL/Tp0/3LXeCVRbPqqobb8worMJHEXi50y9XfANrVwirgopwmwpQASoQvQIusArvDVOnTvWNiwusAqhCW0NY5RcNV6gAFaACsVPABVbhnQHvM5hbHSEusAofRcDri7AqdtWKBlEBKkAFfAVcYNX+/ftl5syZohwku7AKHZbaEYmlrRPYz178V4IgymXbBqswDCAmFlu5cqU107GEVabXR9AzxZqLRow0PWjS8cxqRNOYdEQKKDxRWIUh5MxnjQmrzH1h81KZwwoiHXNIOtR9hV3YF+aBhKEG0wUuqNOAwCZwi0hKbzhD02MK6/B2gpeZ6Xml+pramDYC1OkxSMPl3jQhIIZVjFn4BqwyoX1tXisnTKj3AuUCq9B21KtTzZpJZfceGYVVHAYwZpWJ5lABKkAFLAq4wCoMy3TkyBH/7LjAKg4D6BcJV6gAFaACsVXABVahnQEQqq6uyUZcYJUOAwhPXVugZ5VNFcZRASpABaJVwAVW4WOImnampqHJLqzC/CXaeYlltiFHA8vLBU4Fj7HBql69egkmi8RXIrYQS1hlzqcT9LywZaIx4+DJovAgXTjQmPYx7cZXAEOK4pkCWAWAoPVBnzcKq+C5o/uwxHZYML2DNJ3gMtEwgWHpusSbQ+nhmoA9UQaAItNjKJhvbANGJfKYwn1pAivoneyZj3JC2vBsi2H4BqxSew19iv7rv+TOO+/0rXeFVdUtW9ZrH8vHT8gorOrfv7888cQTsnXrVt82c4WeVaYaXKcCVIAKZEcBF1iVk5MjtxlDqccFVj311FOCtmb9+vVW8TgMoFUWRlIBKkAFIlXABVYtWrRIOnbs6H/xHhdYNXz4cOnXr5+sXr3aqhlhlVUWRlIBKkAFIlXABVYtX75c7rnnHjl8+LBnW3ZhVdBbweVL+0glTe1iQRDlsm2DVdXV1YK/sBA7WGV6MjVWZ32YGGHxOs9NtockDLOP8Y2rgMKqk06q8/5RKAWQoB5UqK8KFjQukWXqsaXnmEvsCw4hmCitVPYhXa3TuCaulY0A7zBoBlvg5YUl7jHXZzfyEYReie5RLUf1kMtGnhNc8xuwyvQ0M+pbd2MuEVdYVXnrrXV1s1kzKc3NyyisStbOEFYlKHjuogJUgApEpIALrJowYYL8xhgeOC6wKlk7Q1gVUSXiZagAFaACCRRwgVUYAvCcc87xh3WNC6xK1s4QViUoeO6iAlSACkSkgAusmjt3rvz2t78VQCqE7MKq4FfoibwaIhKxIZdxgVPBY2ywaujQofLaa68JxuC1hVjBquCcNok8K2yZaaw4HZbQ+NK0sS7FdGOogEIOc/g6DE+n24AKWkcAf2xzVYVlC3Uc6QPU4A/rUdR7gB4MixfFtcLynqn4IPQD+IKOQeil5dgUYBXKRwEV6plRv0p//WsfZLrCqorhL9TBqh//WEoLizIKq1588UUZOXJkqAcvYVWmKjvToQJUgAqkr4ALrCosLJQtW7b4F4kLrMK7DNqabdu2+baZK4RVphpcpwJUgApkRwEXWFVUVOSNxlBVVeUZGRdYNXr0aBk2bJhs3LjRKh5hlVUWRlIBKkAFIlXABVZhSHO8M2DYWYTswirtiFTvhEjlyvzFgiDKZdsGqzBnVdu2beM/ZxU6Z81hveLiVYWi1eHdABMYvn0KwFsHz5UTTqhZAk4hBL169NkDjyGGaBUIDm2Isgh6t2kb0RRgFUCb1ic8d/B8BATVuNq5vFxhVdCzquLppzMKqzBn1XnnnScLFy60ljthlVUWRlIBKkAFIlXABVYdO3bM/woRxsUFVnHOqkirCi9GBagAFUhLARdYhQnvDx486I/+ExdYpXNWTZs2zZp3wiqrLIykAlSACkSqgAusKisr89oZ/Sgiu7DKBB0x7YxMpQRd4FTwGBusmjp1qsyZM0cOHTpkvXwsPKuCoArll+25qoJq6XBlwXhuH/8KPPRQHSSAtwvmXEKwARJ4wDBkRwEAHoAdAB0sg8+QbMKqoC0WheoNA2h4UonOiWbWN9TDDRvEBVaV7dpV56WlsOvEE6Vs6bK0gFXxkRLZvHWH7N2f6+cCL2/oBFU3a39H7QphVVARblMBKkAFolfABVaNHTtWmhvDzcYFVmE4D7Q1Bw4csApHzyqrLIykAlSACkSqgAusmjJlipx66qlSUnLUsy0usAodoDNmzJA9e/ZYNSOsssrCSCpABahApAq4wKpZs2bJmWeeKXl5eZ5t2YVVGPpJO+LU8yFSyTJ7sSCIctm2wapkVsUCVmknMsoPQ17FcWgyeMskmg8nmdDflv3oZMdcB3Esw3TLoEWLumcL5sbToB53+txh/VBl4rnU50yUHzMAoOF+QB1J4i1aD1aZXnuGp17hmWfW1cXWraV0XmcpGtlMjm4eFwqeKjvfV3eO1lUsTzxRyt8ZHXpeWJtjg1XJCpywKplC3E8FqAAVaHwFXGDVihUrZODAgb4xcYFVvkEhK4RVIcIwmgpQASoQoQIusGrt2rUyePBgKS8v9yyLC6xKJhNhVTKFuJ8KUAEq0PgKuMAqDOf61FNPSXFxsWdQdmGVzh/j0CnY+PI1/AphHYWJ4m2wCkMzXX/99YIfBbaQdVi1YUNdRyogo3qt2IxlXPwVUM8WzCMUtwAPFRM2udiH480O/uA5GI4Nw7PVDssW3M3tGCkQNawKDt2HepQA4taDVWZ7Znpl4fmoc1k1ayaVN52ZEFYFvao8cGWcj7pdfdJJUnnnnVLZu0+9v4qBA61zW9lgVbt27eSqq66SZcuWWQucsMoqCyOpABWgApEq4AKrggbFBVbdcMMNgrZm/vz5QRO9bcIqqyyMpAJUgApEqoALrAoaFBdYdfvtt8tFF10ks2fPDprobRNWWWVhJBWgAlQgUgVcYFXQoOzBKnQKmh3KwblKgpY2ge1EUCpsnw1WXXvttXLXXXeFThSZdViFskNHv+E90ASKhyaGKaCwCmAgTgFeUHhGpOJVA6+YQMe+N39ZnPJFW9wVUFgFEBRFMIft0/Zp7NjQKyusuvX00+vaM9xPRvj0009l/B//WLe/WTM59tdwz6qqG2/0j60691zPi6r8s/k1HqxqU8iy+ic/lbLNW77heWWDVbfccovgBW/16tWGtXWrhFV1WnCNClABKpAtBVxg1eLFi6V79+6+iXGBVXiX+ctf/iJLly71bTNXCKtMNbhOBagAFciOAi6wCh68vXr1EswpghAXWPXAAw9Ihw4dQj+KIKzKTp3iVakAFaACpgIusArOOn369JGioiLv1OzBKtM7Bx1vx8G8MWFAKlG8DVaZhWpbzzqsshnFuKargMIqzCEXpwCPFDwbXGEVjlfvlh/8wO/wp+dfnAo1RVsUVqEeRBEw7F8QBCXw7FNY9drPf153ns5XVWvv22+/LWeffbaImZdmzaRs8L3fgErB4f/KZ8/2j4HHFbyp/Dpea2f1Kad48eUffugfG2xzbLAqmZyEVckU4n4qQAWoQOMr4AKrxo8fL6fjo4naEBdYpfaELQmrwpRhPBWgAlQgOgVcYNW0adPkrLPOkqNH4zVnVTKVCKuSKcT9VIAKUIHGV8AFVs2ZM0cwyhwgFUL2YBW8csxOwQRfrze+dJm5QrCD0GXbBqsmTJjgTRR58OBBq2GEVVZZGJmuAtpBH7d54xRou8AqDNWG4/BMgWcV4Lc+X+gBmG7NyP55mFNMyzGZNfCqw19DAu4BvZ4uHWDVuh/9qO68gA27du0SeFcJPFJ1LqzatKsuu9wfxg9eVOa1Aa5c2hCXY2ywChMl48UzNzfXqhhhlVUWRlIBKkAFIlXABVbt3btXcozfOnGBVTNnzpSpU6fKvn37rJoRVlllYSQVoAJUIFIFXGDVgQMHvPeZyspKz7a4eFahcxMfD+J9yxYIq2yqMI4KUAEqEK0CLrAqLy9PcJx68GYPVgXnlQl08EUrXWau5tJpGDzGBqtOPvlkadu2raxcudJqGGGVVRZGpqsAhuBE57kLFEr3Gumch8599ZRKMG+QzJxZdxzygWeLemVh+zgA4enId1ycAy+lWrAT6iE3aVIdqMSxqDPpzkemwFOviWUSWPV/TzihzsZk91BBgVSf9O91x5vXMdYrb701Y6AKbY4NVrVq1cr7cmXhwoXWqkJYZZWFkVSAClCBSBVwgVVBg+ICqy688ELvS3x0JtoCYZVNFcZRASpABaJVwAVWBS2KC6xq3769nHbaad4HeEEbsU1YZVOFcVSAClCBaBVwgVVBi7IHq9CZaHTOhXZEBi2O8XYQRLls22DV0KFD5bXXXgv9EpGwKsaVoCmapl5I8EiKW1CvL3ikwNPKDJjTyhxaDfYrmDLnxDsOhhg1s/2tWjfnkAKADIagh67ZpsBLynZOMA1z2+ZZZXytbh6KdXzJ19WEVZa5FwF9rr76av/U0o/vlbJ2zeq3f4bdlb37ZBRUhcGqESNGyMiRI2Xnzp2+beYKYZWpBtepABWgAtlRwAVWTZ8+Xa644grfwLjAqtdff13Q1mzbts23zVwhrDLV4DoVoAJUIDsKuMCquXPneu8zx/COHaM5q8aMGSPDhw8PneudsCo7dYpXpQJUgAqYCrjAKnxEff3110t+fr53avZg1d131++sM3PSRNdd4FTwGBusSpZ9wqpkCnF/SgqYXo4AQHEKsOenP617VgAmYI6tX/2qLg4d/fBoCXpn6nkWgBCnLNKWBAqYddMGjcxh9VA3rrnmm/UilTptwk8FSEFIapgLWLVKj8PSYiPmErn88sv9s0oXdZWikc3kWM6LUvHqa/4wgBXDXxDMSxVsIzKxbfOs8g0KWSGsChGG0VSAClCBCBVwgVWAPhdddJFvVVxglW9QyAphVYgwjKYCVIAKRKiAC6yaPXu29z4TN1iVTCbCqmQKcT8VoAJUoPEVcIFV8+fPlyuvvDIGsMrsVEw2dFLja5eRK6TTqWiDVV27dpUBAwbI9hCvAMKqjBQXE1EFTO+UIPDRY7K5xBCAJpQw4QC8qTBUXEHBNy1ULxk8axiapgIY4lHLG8P9mQH1QvehfmgIDguJelD7FaAeEroMevyifiU495OhQ+tscGzHFFYd3TyuUcCUrR2ywapHHnlE+vbtK5s2bbLKQVhllYWRVIAKUIFIFXCBVUGD4gKrBg4cKGhr1q1bFzTR2yasssrCSCpABahApAq4wKqgQXEZBvCZZ56Rhx56KHT6DMKqYMlxmwpQASoQvQIusCpoVfY8q7QjGZ2N8JQ4DoKtkzBZnA1WNW/eXDDOO+esOg4qRVPIgtnpj47+YIBnCoAW/kIAavCURtnG9QGmAJ+wxJB/CUCCqPfmcfJ8aRRN456oWTeDwznqXGtoQzBcoBlQT9WzzrbfPNZcx3kKwLBEGgnCvnPPrTs+ZJ6sL7/8UkaPHu2nEhdYddZZZ3lzVi1atMi3zVwhrDLV4DoVoAJUIDsKuMAqfHTw1ltv+QbGBVbpnFUYPsoWCKtsqjCOClABKhCtAi6wCsO54n2moqLCMy4usOqaa66R008/nXNWRVtleDUqQAWoQEoKuMAqTE/x7rvvytGjR720swerzI5EzEtzHIRkYMq23warDh8+LEVFRVJZWWlVhZ5VVlkYma4C8ErSDnqz0x9DsAWH28NxwWH1ALgAjwAT4uSZpR5j7dqlqwzPy7YCAKVaN4P1zvS2s3nWafnj/B//WMR1OEBzKEBcIwyIoq7X2lb2ne+Epj9q1Chv4l+VMi6wqrCw0Gtn9KVT7dMlYZUqwSUVoAJUIHsKuMCq9957T375y1/6RsYFVuFdBm1NWDtDWOUXGVeoABWgAllTwAVWTZkyRVq0aOF3IsYFVhUXF3vtTHl5uVU/elZZZWEkFaACVCBSBVxgFd55zjzzTMnLy/Nsyw6sQuefdkBi2bNnpEI11sVsMCpZnA1WffHFF4Kv8Y8cOWI1lbDKKgsjG6IAOvP1XgR8wpBm5j0KaGWCK3ToI5hzCunxANEAV2Gd/A2xM9VzARtCPF5STYrHZ0kBrVfmRw2mB5Q5BGDQRJyj57u2M6i7eg6W8MwLwjCAL+MeeS7BEICbN28WgB8NcYFVa9eu9YZmQmeiLRBW2VRhHBWgAlQgWgVcYBW+eMf8iBriAqvWr18vaGvwEZ4tEFbZVGEcFaACVCBaBVxgFb54x7uBfnwQF1gFz+LVq1dLQfBdrVZCwqpo6xKvRgWoABWwKeACq/bs2SOTJ08WnRsxO7DK7GhEZ6DpzWHLWROJSwambPttsOrkk0+Wtm3bchjAJlLux4WZ6qXyf/5PXUc9ABY6+E2PFHNOH8whhHsZnflm576uY6hP7M9mCPnhmk2TeO0UFVAoZEIp1D2tZ0GPKzN51F3MO4Vjk8w/5Z9mzqeo11AAC28tAFq1qVkz2dCsmfwewwGGhKqqKv/FDofEBVa1atVK2rRpIwsXLrRaTlhllYWRVIAKUIFIFXCBVcF2Ji6wCsMAoq2ZM2eOVTPCKqssjKQCVIAKRKqAC6yqrq6u9z4TF1jVvn17bwSLadOmWTUjrLLKwkgqQAWoQKQKuMCqYDuTHVhlDs+EzkDbPDmRSpeZi9lgVLI4G6zq0aOHDB48WHbs2GE1jJ5VVlkY2RAF2rSp6/zHPYn5nkxIZaatnfkmPMB+gCFABHM+OnTqExiZ6nE9VQUUhgKeajDnq0KdSxS0vqJeB+e9sp2nXoaAWwq6FFoFluU/+IH83xNO8KCPLSnEoZOuc+fO/u64wKpHH31UBg4cKFu2bPFtM1cIq0w1uE4FqAAVyI4CLrAKL4B343dbbYgLrMK7DNoajBZhC4RVNlUYRwWoABWIVgEXWPX5559Lp06dpLS01DMuLrDq+eefl969ewtGJrIFwiqbKoyjAlSACkSrgAusWrVqlXTt2tUfkSE7sCo4dNiGDdEq1UhXSwambPttsAru1ZivCmTRFgirbKowLi0FMFSfOUfPCSckn3dq1ao6sBU2RxXmsNKO/USeL2kZzZO+VQqgA07rkoJPE4gm894zP44IAtagkPhwQq8FSIa2ybyW7sOydWuZ88ILckISWPXGG2/Iqaee6l8pLrAK7Qz+wtoZwiq/yLhCBagAFciaAi6wauzYsdK8eXPfxrjAqmTtDGGVX2RcoQJUgApkTQEXWIWhmfA+U1JS4tkZF1iFPrNE7zOEVVmrVrwwFaACVMBXwAVWzZo1S84444wsz1lldmSj0087IP2sNM0VG4xKFmeDVa+88orgxfPAgQNWIQirrLIwMlUFAJp0Hqrvfreukz5Z5z+uo8MGGl/yfuPyOl+Q6/Br30iAEVRARMz2AqAUQT2eMDyfS9D6ivYmDLAiHRPcml5YgFiwQ/8AwASOhJOSwirMPbjf8FKMC6x66623ZPTo0YKxgW2BsMqmCuOoABWgAtEq4AKr0Hm4b98+37C4wKr33ntP0NaEjRRBWOUXGVeoABWgAllTwAVWHT161Huf0Y/c4gKr8L6CDwO3bt1q1Y+wyioLI6kAFaACkSrgAqswVxUYCIY3R8iOZ5XZIWgO7RSpXJm/WDIwZdtvg1WcsyrzZcMUDQXgTWUCAAArdMyr14jLsJx6PGAB0rMFQAFNs7Zz33YY46hAQgXGjq2rR1g3PfswxJ9L0PqK+oj2xxaC81sZgMl2OOLwlWEyzypM+Gu+QMUFVnHOqrBSZTwVoAJUID4KzJ4922tn/vu//zvUqMOHD9cb0jUusIpzVoUWGXdQASpABWKjQE5OjjRr1kx+9rOfhdpUVFTkvc9oJ2JcYJXOWYWPH2yBsMqmCuOoABWgAtEqMH/+fPmXf/kX+dGPfhR64eLiYtm2bZs/P2J2YJXOQYKOw2TDMoVmJX47bDAqWZwNVsH9DeQRnZy2gC8V0UH63e9+V/7t3/6Nf9QgaR045X//b7nqRz+Sx77/fdn5ne/4nf9j/tf/kp/++MeC/QqWuv3Lvzilp8ff8MMfWo//hc7906yZ/OMHP7Aew/rbOPcvtG8sbVFf3vje97y61FjXMNO94F//1a+bz554otzywx/W2zaPDVuHzaUY4rJZM2+J+h48dsT3vuenO83x2frDH/5QvvOd78jvfvc726Pai8PXfi1atPD3xwVW4SvKefPmycGDB33bzBW89KGd+ed//udvaBXUjtuNcx9TV+rKOsA6gJc6PItbtmxpPqLrrcd1GEC8mKKtycvLq2evbqATEXn7p3/6J7YzfJdhHWAdYB3IUh1AOwNY9QvMNR0SpkyZEsthABcvXuzND2yOYmFmAXMHf//73/fe1/ibir+pWAdYB1gHslMH9H3m3//9381HdL31eAwDiIZQPS5cv4yvl414biQDU7b9NliFsXf1qxVbTjFsEyaSxCSX/KMGLnUg3+jwx723+z/+Q56/9tp69edobWf9Jy1b1osPS38zvr5q1kyWN29uPf7hv/3Nv89f+cMfrMeEpc34htVrlDfKc0qbNtK9Y8eMaY+0UHf0+Z3JtMPKvOs99/jXW/3//p9MBBiqbT9GXX65c95Qr/W8YB1HXS3/p3/y9w/u0ME53W7dusnEiRNtj2ovDi9RTzzxhL8/LrAKbQz+dDgP38DaFXQu9unTx1mHsPJjfMPuZepH/VgHWAfuv/9+b3jw4HNat1esWCH9+/fXTYmLZ1WydgYfS/Tt25ftDN/nWAdYB1gHslwHOnfu7A3b6jckgZU1a9bI448/LmVl5d6euHhWJWtn8vPzZcCAAaxfWa5f/C3L37KsA6wDqAOvvvpqoHWp29ywYYM8+eSTAg8rhOx4VimowrJLlzrrmviaDUYli7PBql//+tdyySWXyCqdn6WJ60LzY6DAqFF18+1gKDVbaN26prPeFSC/9FLN8Zg/yDZk2qRJfue/N3Sb7ZqMaxwFUDYYohHP2ETziqVydcxlZs79lKl0XWzQudXwoQOuq21Iovmngumijhrefv7cVRjG0vT2da3/wfRDtgGD8CKlIS6wqnXr1nLBBRcIYBoDFaACVIAKNF0Fgu1MXGDVpZdeKmhr4F3FQAWoABWgAk1XgWA7ExdYdf3118uZZ54p06dPb7ri0nIqQAWoABXwPqI2+82ih1Xo8NSORizNSeybeAElA1O2/TZYdcMNN8i9994rmzZtauKK0PwmpYBCAIABl4BhKrXzH539wbmr0OmPezzBkAIul+ExDVAAc4XZQGKqSQKca1mjTKMEVbC1Q4e6dsMEZqnmrWfPunSQH8zdpiAM+UJcqmkm0fLzzz+XwYMH+0fFBVbddttt0rFjR8GXkgxUgApQASrQdBVYuXKl98W75iAusArvMmhrli1bpqZxSQWoABWgAk1QgbVr13rvM+Xl8fKs6tGjh/z5z3+WBQsWNEFVaTIVoAJUgAqoAhs3bpSnn346i55V6DxFp6D+wfviOAk2GJUszodVc2/2VcCPgIqKitDhmfwDuUIFMqkAwLF22Lumq95VOA/ACjAaARBA7/HjCEi7yhLr4zZsEGnXTgRLlxAEVYMGuZyV2WNwTa1PugRYSjUAqKoHoaajS3gIon3KcMCcVeZcI6UL75eikc3k6OZxkqx9yNT+4iMlsnnrDtm7L9fPHdsZXwquUAEqQAWatAKYs+pXxodGB/MLvGd+/qHDkbUzR0qOedfcvWe/ryXeZdDWmF9J+ju5QgWoABWgAk1GAZ2z6ljtx6mHCgq9Z/7X+QWRtTMlR4/J8uXL5csvv/R1YzvjS8EVKkAFqECTVkDnrNI51aP3rMJwZNo5iOVxNNRdOh2LCqtKJp/nV6ylS5dKTk6OFMBzhYEKRKWACZJTueZtt9W/p837G14wQY+rVNLmsZlXQMEPvJWShSCowvM7G2HmzG/WMdStdAKeq+awf6iv6ORrpOHwdu3aJatXr/YtPfpR+6zBqh279vp2YJjZuXPniv4Y8HdwhQpQASpABZqUAnv37hV4V2k4kPt19LDqaA2s+mrHHjVD8CX+7NmzJTe37kMJfydXqAAVoAJUoMkosH//fg8UqcF5X+dnDVaZU2XgS/yPPvpI9u3bp6ZxSQWoABWgAk1QAcyZDhaiYc+ePV67s3v3nqQfRTTTkxq0ND0u0El4HAGZtGBV3lqv4xJf2lcX7/Kk3bx5s1x33XWycOFCGT16tAwZMkQ+++wzqays9PY/99xz8uyzz8r8+fO97Z07d8rIkSPlhRde8Id0+uKLL+Sll16SoUOHyqFDh7zj8CKLtHBcYWGhlJaWyqJFi7y4CRMmeJ2WiJs6daoX9/HHH0tJSYl37ssvv+zF4ccAAiarhMfA888/79mJONj9+uuvyzPPPCM7duzwjsOXL7AV14UdyANeXrH99ttvez8s8NUl4BziJk+e7NuLL0WfeuopmVTrfQfbxowZ4+VpJjqvRWT37t2eRnAXRIcwxlPeunWrqL3Yj4AOY6SPeNgGOzAhNeLee+89/wcOxjtGWu+//77ol0PQBnaMGzfOSwudu+PHj/fiPv30U++LUVznrbfe8tJbv369lz5ezpE+ygBDOqptSGvUqFGybds2Lz2UI45BWUNXBNiB41577TVvG+Uwbdo0L70PP/zQ87zDzQw7cA3c1GVlZd75I0aM8OJ0eC8QaeQJ9QHaI0ArlB3KENogzJ892wcCVdu2efmaM2eOlxZsQ/qHDx/27cAcBEePHvXq0tKbb5bS73/fPx9AekuLFvLy4MH+Awf5Rd175ZVXBD8sETA0DOKGDRvmw1nMoYM8wV6UAfKu9QN1s6ioSI4cOSIffPCBd5zagfSGDx/u6TZv3jwvfWiEMsc18CUWAuokbMB9pHmHHigDaI60USehKexAnUOZwxZ0uiAOZQEtEFCPETdjxgxvG5qg3JA+7EZAnUOZ4xrr1q3z4qCBlhXsREDdQVqwDz+6YceSJUu8OJpn4TEAACAASURBVNRD7fDBfQJboQHuCwTYgXKGRgg4FrbjfsR9jrB9+3aZ27mzV04VP/+5V8awDdfEfYpnCe4NaDSyVy8p/o//8Mt0fY8eXvq4XxSkwyaci/qBgMkQJ06c6NmmzwrkA/cyjsPLBb6AQxzKBHF4buDewD2EbUy6uGXLFi89lBk0e+/ll6X6e9/zbUH9WnvJJZ79SE/vDdyjSAv3ETRCerhHoRHKEGWAODwLq1askNLnnpPRnTp59UbvF9iDskMZqh2ok6hbqEt4diLovYGygmbIO56ZSB/3L+otjoVGuAe9UFEiRa9933vmH9v1SdJGN502xXYOvkSEZxX+dGJklAGGnAWw0ucI7iWtT9AAdUfnGsFLKsoGOpj3EtoelBH2I+BeQt1EHO4R1GHc59AF9QB1HddA/UAc7hvc0whaPnjGISD+zTff9Oqm3ktfffWVFwfbdKhc3EuwC+lBa9QB7MM22iT80EE90fYOdVTLROsrljgGHgCwE/cSviJFOHDggBeHfOG5gPRxL6GO4BqwCXHQANuwBc87pIX7HXG4R/R5g+cI7Md1NO9aX/Vegna4v3FN1CukhTLDPY300MbDXuQDZYU4PD9gB66D82CfaoThKHGPo51CfhDUDtRrBDzj0bYiLdRbpI/7Bm0w4jDECsoObbnmXTvIkQ9ohvtaOxEwSSqe7ThW2zuUAeJwHJ6VCHheI320R0gfaeHLKsShnuCZjDg8exCHNhP1CppAR9Q1/F5CwHPkxRdfrNfe6e8hXFefoVonoR3swHWRLtJH3nHvmu0u7NHJXnHP4zg8AxBQVrgPkL7OAYfnCPINzfGbBAF1AcfgXKQF+6EVtlHPUZawA88sxKFO6G8C5B1linsDzxv8oW4j76gfCKjnaAegiZYLnmFqL/ajfiAO6UMnvTf096H5ewh1AWUKPTTvqH+wA3EIqAs4B8fpPYr6984773jX0N9DiIOtOBf3DvIOXWAH7nvEIaAcYT+uo+0i2jSkD40Q0BajTiItvUdRrvocQ5uJ+oF6jnLBNWAHAtLENn5f6O8Q/C5COcEO/e2KvKBuQDuUCYLeG9AYOqLcte1BXYBd0AP3MK6Bew73EOoRbMU19N5AW4vfYEhfbcNzVesu7jsEvTdwv6DMUVfxTEb60AD3BsoGOuD5oGHb9t3e877gcFFk7cyx0jK/nTl2rEYz3Ec33nij95zXZ5z5bqG/gbQOI9+o17hP9HcLnmG4l1B/tHxwL0FP6IDfI9AZ9zm2UT4oezzPVCvUIf3donVY6w7KF+cgfdznCKiviEO9098GuG9Qb3ANwEEEPPuxjWcozkEZoRwRh/cIbRdRT5AWfqOgniBgv3kvIe/Yjzg8i/RZjnqP9FBfkT7yhm3YC5twL+F5gzg83/VewnsjjkF91OcI7ED6eNYioP5AB5yLfUgL6cM2xOE5iXsJtqFuIg7awzbcc0gLeVcvB9Rv3De4l/T9C/cSygraIX3kAeWNtN59910vfZQNnm2Iw/HQCPeXvleh3cW5KCvoiHtHf4egbUGbi3tJ72kcj3sGf0gHQZ/v5ruFWT9wH+EPvwVMO3Bd1EfkFc9mBOQddRea6LMWuuB5A9s079iHMsC5uHehpf6mR/uPfCNe9cBvR7VXy11/S+M45BHpqx0oa5Ql9NUyQLur95WWu7534zccbMe9oe9aeJbrs1afq7hX9bmHssQzGfVD8446hTht73AfwA7ohnVohnLBNuqD3hvQCHE4XzVCGaBMUef0HtVnOTRCQPuPOByn9yjuQdQfpKe/h9Ce6W9BXF/vIRyDvGtbjLoD+9FO6XMTz3fEIR84D88UPDdQdub7v/4eQn2CjtBO8679EChDXBO2aLngOYZywvNN7cBvKtQt1BvkEUF/++CZBztQJ83fy6gH0Ak24RpoM1FWiEddg0a4bxHw/EF9QZ2HbQhYYht1RJ9jsAN5xx/uT+QLzw+kj3KBbXhW4Pc62i4N23fu8Z75+QWFkbUzeMdB/w3KUN/HUN9uvvlm7zczbITdKE/VFJojDvcXAuJRZqibei+hvmhdx/MUAfeS1ifcS7gOyhNp4XzUHdzT0A9x+M2ubTfuK9QdxEFTnIv6Bo31XtLf9Cgz83mGuor00N6hDuBewTZswT2P9NAuIQ7tGeo9Ap4jSB+/yTTv+jzDvYKAuqm24XcL0sf5+rsF6aLuo15DH1wDz1Ucp/0FZh3G8wz1WttdXAN1GHbgeYWA+ok8Iy3VA793sY44rcPQWPOOexoBdR064lmrdRi/mVCvYQeeNwgoA8ShXmsbi/dbpI9yRTmhvui9BBv1PR3PGbUDx6H+o0xwPyF/CCgDtCdo7/AcQ0B7h+uhXPQZqs9V2AI78Kf3EspC7yVt7/AehnsL9QNpww48ExGQd9yrSB+/JxHwHIFGKBt9jkAXbaOQJ9QP1CekhTYUuqIM0LYiDm0+fqsiaN5xb8AGnIv0Uab6joO8Ix3ooe0d7hGUL9JDPUb9QD3BNjTBswdamn2t+nsI9yjKFHog7wioP4jD8xUBNsM2lIP26eHZg+NwDdybsBX3g7axqJ/Ig/4eQhuqvxlRP5AW7gN9/0c7hzikiYCygk2wQ/sh8HtIn7X4XYE8Ib9aVvqOrb/LUF4ah3sJtsEOfW5CU20HtI2F9sgT7kEElLvWD9RhHIfnir5XoWxxj6JtgK2oC/o7FfnFNsoGGiGg7qAOwWZ9PulvH9xXKDvUG9gGO6CL3hva3qEM0MZAI/0tqPcGygr1D/H6HMM9inYNcfqbFMfDNm1nkAftl0He9L0bdmjdhv1IC+nu278/aTuTGVhlemGkM4yTJ3s8/9k6CV3iit/5T6/zsnRhZz9jeIjgAdyuXTv513/9V+nfv79XWXHAz372M/nP//xPGTBggHc8HoKnn366nHzyyf4Nh0b0lFNOkZ/85Cd+hysqDdL6r//P3puA6VWU6d+Zcbw+rrm+UWac8c83mzh/YCL7pgQQCLKFNZFFQBYjOoAgEJZAgGAAA0FRogITlpFNIWwaiIHIBCTIEiCEACGEELLv+9rpzkZ916/Cc7r6WKff6u3t0913XVf3e95661Q9dddd9VTVfZb/+3/9xBGH9ZOf/MTHnXLKKX6QoYN85zvf8XH9+vXLOvQuu+ziPv/5z7uL2Oj+VJjipcn/+q//6oZ8+lgwBr+vfvWr7p/+6Z+yTQsc5j//8z/7/FhU0eEgJHYccsghnnx0iIEDB/q4s846KyPo0Ucf7bbddlv/HGLKhMRHHXWUz//CCy/0duDgDjvsMPcP//APfjBgkGIQxF7KoBPQCcGI7zvvvLN3AthBp6VOxx57bDaxO++889w//uM/uhNOOCEbyHlx59///d+73r17+zIZjBETsW3QoEHZROXggw/2ZTAJwNGxOCB/2gBsGFSxjbz2339/7zDJkHYkDfWwAe7888/3+fPCUAJO8JxzzvH5ffe73/UDBvl/85vf9GXiFBm0OH+nnXbycTgW6o5TBR/qzqSGwMD5b//2b/7F1wzghOuuu8699dnPbhUypk3z9erfv78v8/DDD/cOlgHn3HPP9flfffXVftBjEUJbfvFzn3O/P/dct+n2213d2LEeR/jBwERgEgX34Ko5Ixw/vP3Sl76UDWYMYrQVj7RhAKTu1157rY+j7kyucQqnn366j7vmmmuyhfh//Md/eNzgE4G6U2/KYMAkMPHmsWzwksUGATxoA9oLJ8SAzMCLHXCONqdvXH755T4ODMzxUHfOo80I2LzPPvv4/LGNwAThgAMOcF/84he98yUODOijlEFbEliM8R37cPD0DRwdcQgLlo5+Ao/AwCbr8O8LX/iC77/kRVpsh884MwLO6bodd8xEHxwFtpE/eDBph7tg9N5nPpOlc/ff76gLedFfbHLIuEHd4QeBtiEOvtlYgYM55phjfBksvsCWhRRcoFz6Bv2Wvkxe4Utycfpg1rNnT1ez00719nTr5q7ffnvfp3Cc3//+932700fhPP0AjMj/+uuv9xjRhrQBcUzEqDv2UuaXv/zlbOxkgsAYu++++2YLCjhJGrhkC2yekU5ee+65p8cM3jBmEsc4wmQI7tpkAXzq3hq09eKEez/r6tavreh0U/xHapqZs7YuKhct3roJij1wh7Y89dRTvd20sS1w6Lu0t3GYCepee+3lcWAiSmAiudtuu/k2gq8E+hLcpN2YNDERpZ+DCzygT1LuD3/4Qx/3gx/8IFtoMS7SHrQngfY58MADvb9jDCAwsacdsQ3uEOhL9H3KYFLDWEsc3/FJLB7gHf6O/Nk8tQ0E6g5f+YRL8AI7yf/ss8/2+bMgwR+RjvEMvjKBhCOUwdhGmXCd73CFhRCTWibGlEkfsfHmiiuu8H6MPG2RyUKbdPgBAuML/Rs/c9lll/m86Df0acoAZ+pEPeArcfgebMPf0QaMQ4YRPoJ5A+OEbZiTL/4aXhNoe9oDOxhvyJ9+g23kf/PNN/uFLpNI8iaOeQUBPwA+jLUsIAnYw9gOTmBE4P1t//7v/+7T2aQZ30Ne++23n+cG7X7JJZf4OMYRNteIY+wh3U033eR5hR/Hfv7svXD4fHwgdbKJPwtV/Anl2oQeToIt2GEH86HBgwf7/BnDqA99mPe6USZ92xZajM/E0Y4EeL7rrru67bffPhtrGUeoN5jj9wlwgTTgS33gB2MiecFz6xvMK4hjDLNNk+OOO87byzyA86j71772Nd/PwIrAQoCxEjxsk4BFEGMU+YEN/GDTgO877rijP4d2Jj1xYGyLDeZZtClzIKv7kUce6e2AHwTmddiG76EdCfD80EMP9fmxyLONL3wsmLMQoZ+BC2XSn21xTjtiPzwHDwLvPCJ/0hGYH8NJOM58lYC/w07yYyHIuAPPGZ+Iw6fhG0gH/l/5ylf8GMG5zIu22247n79tXDGHwCeCHdwg8P4lzqVu5EW723wILmAXeBxxxBG+TPoc2OIHOA8u0N4EymGMhUv4fQL+jjZhXsA4RvjRj37k88JfgiNcZe5FncCAuRBxhhXn2KOZuDhhfW1dVf0Md+9S7oJFWy/AwR7aAj/DuI7djDu2WUC/BBv6F4Hxhn5DX7V5Cwtnxht8im1a0GbgSX7kzdhNP+c7fYCNLubEhhVzR5u3wC14aOM77evnsF/8oh93sAMOkw+8s40M+g3jCmWwaUFgXOM7aw7GXVvIUyfWEbaxQ93Ji7UDc0kCv1v/4jtzBeYw8Jp1gY3lX//6130Z+DQ4QN3In/6ETfQlNtWJO+igg7xvIj/mPmAGH20cYTyj7oy1BPhDHyKO38ifjS/soF5scNB+tIutLRjH4D92YCtjH/2LwNqTMZW+ypyOwLhAW9HWjF2UwZiFvbQF81w2ir/3ve/5MvH1zKNZb9i6Cr/LuWAHjqxfGMMJbD7ic+lLcIXA/J0+w7yAfkoAU+pE36fN8SsDBgzwcYyrzOEY52w+hN30aeyFj2AEpgTGEfopmNhYy3qX8YZ+besq5pq0AecyDoRzevw/daSuNnfE/+J7CLQ7GDFXItDPWT+Rv9nBPIS1OOOXtQGbbdjGubQbgf5C3ZnD0b60Kf2LOOZDNn7w3h9sxffY2oL8mQ/ZvIzz4RTjNBt9BMZ00pEfcx84ySff4QN44LOYMxLHfAh/RKCP0qb0B+ujffr08faDEQF/Sd+hv5i/ow/yO/nBO/oecz2bCyJWMC+z9T9rC+IIrAexn7HchB38HXHUg75Hfvge8KBsAniCEWXCJ+ZMcMHqzryMMuEc+GOLtQtzMfoBftvsYE4Ft2hX6kiAC5zLOIgdxDMPokz4AQ/gDRgRh8/EDsZU7Acj6xvMy+krjFvsCRCwkT4Ad20cww7O5Y92Ir8bbrjB589YQN+ApzZ/Ip9Vq9dkFyfwCNjUtUhrpJvy4Yd+nmLjGvbQXowjl156qbcbf22YgjmY2jqdeTdjINxkvkVgHKEdwYDxlMAclrEFnFlXwmv6Od85H+7Qp5mTEsec3dZ8zJEYH/HTjCGMX8zvyZ+xjsBcizkV/Lc9CnwKXCU/5kXwCX/Ed/hEHPnhl6gTY6iJxnCHvnr88cdndad/WzrKhDvMcbGNdSz5M3e0eQv5giW8Zg7Eufge0uF/+Q6eNq9ljwJfRF9ibCBcfPHFvp7wmsBYgn/h3NNOO83bzxyHY+oFh0nD/Ikxijj6NIE2xVb4ahxmXgmvsYOxh2B9ibGPcZtA/SiTtSVjHut3+jn5M44wJjPe2jiCHbQncwfahLGb9T+BMQyfgq/HBxKYz1EeHLExlHGVMrEPO/BZ1pfwLXAP32P+jrkjfpg2xZdiG36JQFvRV2l320tjHIEfcBfOEsCFtRZjlV2MwHySvJjbsGbD59lai3ENrAmsd7GXfQs4StvTBvgU8CMwVjO3oJ3xaQTWOPhczqUfMFbZupu2Yuxh/steK3bASZsPMY7RpuBB3Qn4euLoQwT6tq3FmQcTGMuZl5Effg7M6A+0E+cyr6YO2EYa1lU2Z4Qf9A3a2tb/jOWMl2BEoL2wibyYMxLgdLjXCj+or7UVdWY+xHqDMhlrbd1NX6K/48uxnQCm+AH2JszHWt+gDxJod+PHVVdd5duO/vKNb3zDl2GCLOMb+NNPbZ7Knh7faUPEYALcgUNw18YnmxvTVrQd/oOyqMOZZ57peUTfMH9HG+B78AOs80lnfYO2gn/kBe8IjJ3Mh0hr6zvWZthmfgauIY6RF2Mj/ZP+YuMI+VAe4yR/q7jRZsPGRv9aR6wKH7/U3Mc4eRjK968SgEW/14y7Oru7asu6+sdnlK+GsqjTI8AVDdzxqNB5EUh53GP4LrL2eEdVDH02s8JHTHawR8jWrlmcjfPrxp7bqLMt8hUtiV+ybEW2sNy4cVMMYcUJASEgBIRAB0aAzQG7i5Z3FLbEZzTnXHtXFjbU1W3owEjKdCEgBISAEIghEPqZufMXVd3PLFq8ONvARFhTEAJCQAgIgc6FAGIWAidCFRcopKxJWmcHe/vt6zcc+/TpVKimgBhNU7verX18l2wjs27cFe6Tuq2Pg+tUAKkyHQOBNnp3T8eofBewMhSrPn1021/U2i4qKNMFBeH7DvEjHSVsWl9/R9Xd3dza3/yzq1td+bm7UV9R4YqSSufMmrMg28jkWfNcKacgBISAEBACHR+BFStXZeP7xzPmuGpf7W7+Z868hZkdi5cs81ejd3x0VQMhIASEgBBYuWp1Nr5Pmz7brV1Xk7SJaP6htT6nfvRRJlhxRx53hCkIASEgBIRAx0eAux65O8/uqmJ9k+I7WkesCq+M//SxDx0f0q01SAGxKE3t4nfd2ke7Z4LVmnv+2q0ffayre/ViV/faZfoTBuKAONAqHNjwu+9nFwxsePCsaJ6f/H+f82k2H7tL9Pd2GZPGXuw++dI/bLXrrK+Vx65CXvZz65/r7db8eus7qngv4drf/IurnfvnJIdb5CtaEs/mpT2mya6+n7dgsUO44s4r/QkDcUAcEAc6EAeWrnALFi5xiFM2pnO8anV1HzMb+qWa2jo3e279hRHYNW/+IvkZ+VjNMcQBcaAjcgA/s2iJmz6z3s8gVFXznYihj+GYR9zyWEbbzOSTR/XxCG0eJ6U/YSAOiAPiQMfiABce8BjAcFxfzLvOEy/WbrlYxYu+QrFq6NDOolP5eqQCWZiuZpWreeUSt+bX/2+9aHV3Nx0LA3FAHGg1Dqwd2i0bh9f/ID6+bPrqp2k+283VXB5Pg/jSHn/rBrZPuS2q672fdTz6r7ad7qjK+5xFS5Y12Ny0TU59zso2fIWFsBAHxIGOxoH5C5e4deur+/6QvH+x74uXLnfTAxGto2Epe9X/xQFxQBz4Sw7wiNl1NeuTNxDNJ7TF59x58/5iczPc6NTx1ve9CAfhIA6IAx2JA7xXjXcjNsVvtFys4sWWoVjF+3E6UWgKmI2n3eBq577k1n/0uP6EgTggDrQ6Bz75p239WLzx8m9H867941Dn/p/PZuP15hN7utoX74ym1TjV+DhdO+dPrm59+13l3pivWb12nVuxao3+hIE4IA6IAx2YA6vXrHO1dRuatKhrzDe05m9r1tb4K/Dla+RrxQFxQBzouBxYtWatW19bTj/D4wmXLF3mlixdqj9hIA6IA+JAB+XAsuUrXE0zL7pruVg1bFi2+elFq4kTO5FU5Uq5SGzNBafy2qg2TrwNU1wpN1e2HHyIH4u3nHBCIac3jhnj3LZbRS27yIDzNg0e7PhNbVzuNlb7qH3EAXFAHBAHxAFxQBwQB8QBcUAcEAfEAXFAHBAHOisHWi5WDRjQUKxauVJilTb/tektDogDVebA5nPP9WPxJ1/6UqPYb5gzx20+++yG43Zwdyz5bPzzy43m0VkdouqlyZ44IA6IA+KAOCAOiAPigDggDogD4oA4IA6IA+KAONA+HGi5WNWnT/2mJ1fsd7IgYrYPMYW7cBcHmsaBTbffkY3FdYsrv7hww0fT3OaB17lP/vM/s/Psbis+udtKbdC0NhBewkscEAfEAXFAHBAHxAFxQBwQB8QBcUAcEAfEAXFAHGgeB1ouVu25Z/1GJ8edLIhYzSOWcBNu4kB1ObDhzfHZWLzxiSebJDRxt9Wme//HbfnWt7I8vGB1+x1NykdtXt02F97CWxwQB8QBcUAcEAfEAXFAHBAHxAFxQBwQB8QBcaCzcKDlYlX4/hPusupkobM0tOqhQUsc6PwcsPdRbb7o4maLTBv/8AfnttnGi1aVHikoTnV+TqmN1cbigDggDogD4oA4IA6IA+KAOCAOiAPigDggDogD1eBAy8SqhQsbXIXv+vXrZFKVa/aGbzUaT2VokBAHxIGQA1uOPGqryLTHHi0au8J3WnHHVliGjsU5cUAcEAfEAXFAHBAHxAFxQBwQB8QBcUAcEAfEAXFAHGhtDrRMrBo3rqFYNWyYxKoNImlrk1T5iVPiQBoHeAeVvXcq5b1VMVw3vDfJbdlvvyyfjWPGSKzSuC4OiAPigDggDogD4oA4IA6IA+KAOCAOiAPigDggDogDbcqBlolVw4dnG5p+g3T0aIlVImybEja2ua64NCFDOHV+nJrz3iovTn3rW27LwYc0HM+7dXOf/J/tXN3qNerTGtfFAXFAHBAHxAFxQBwQB8QBcUAcEAfEAXFAHBAHxAFxoE050DKxasiQhpubU6ZIrBJh25SwElw6v+CiNm5ZG3/yn//px+XN556b1BdjIpW/+GDbbZ0eAdiythCXhZ84IA6IA+KAOCAOiAPigDggDogD4oA4IA6IA+KAOJDGgZaJVX37NhSramslVkmsStogVwdN66DCSTg1lQMbn3hy67i8zTZuw5w5FfsjabaccIK/i8ptu62/w2rTz37mmvsYwabaq/TiuDggDogD4oA4IA6IA+KAOCAOiAPigDggDogD4oA4IA60TKzq2bNerNp++04nVFEhdRJ1EnFAHOhoHNh0+x0O4WnzRRdrDNMFBOKAOCAOiAPigDggDogD4oA4IA6IA+KAOCAOiAPigDhQeg60TKxCoOrWbesfwlUnDB1tk1r2SlgRB8QBz4HVa5LurBJfxBdxQBwQB8QBcUAcEAfEAXFAHBAHxAFxQBwQB8QBcUAcaG8ONF+s4pF/JlTxef75nVCq0p1V7U1Qla9BUhwQB8QBcUAcEAfEAXFAHBAHxAFxQBwQB8QBcUAcEAfEAXFAHOjcHGi+WDVlSkOxasgQiVW6lbD0txJqQOvcA5raV+0rDogD4oA4IA6IA+KAOCAOiAPigDggDogD4oA4IA6IA+JAx+NA88Wq0aMbilXDh0usklglsUocEAfEAXFAHBAHxAFxQBwQB8QBcUAcEAfEAXFAHBAHxAFxQBwQB8SBJnGg+WLV0KENxaqJEyVWiXxNIp/U7Y6nbqvN1GbigDggDogD4oA4IA6IA+KAOCAOiAPigDggDogD4oA4IA6IA63NgeaLVf36NRSrVq6UWJUgVq2vrXPvvjfJXX/DYPfRtI8l7iRg1tqkV34aSMUBcaBTcqBug5vy4VR3773/4y6//Ao35JZb3P+Oed6tXrNWvka+RhwQB8QBcaBVOLBw0WL36KOPuYHXXef/fvf737vFS5a2St6d0jeLd+KGOCAOiAPN5sCb499y11xzrRs9+o/NzkO+RWt/cUAcEAc6FgeaL1b16lUvVm23XacUqqhUaxEakeqNN8e7iy++1B108KHupFNOlVilSVur8au1eKp8OtYArvZSe4UcQKj68eDB7sGHfuMmvvOuG/XMs35xxyc+KEyrY3FHHBAHxAFxoKkcWLJ0mbvzzv92tw39hRs//i336mvj3K0/+7m7/4EH3MpVq+VntLYRB8QBcUAcaDUOcHHEr351u78IT2KV5ixNnbMovTgjDnRcDjRfrOrevV6s6tFDYlWFSQlXhCBS/eDCi9z3/+s8iVUV8NKg0nEHFbWd2k4cqD4HatbXut+PGOHuuPNOx2YibbB2XY177LHH3V133+1WrFzVagtHtW/121eYC3NxQBwoAwe4EII7d9+f/EHmU/788iv+wohpH0/P4spgq2xQnxEHxAFxoONyYF3NejfiqafcjwYN0p1V2jvT/EIcEAe6GAeaL1Zts029WHXaaRKrKhBnwYJFbv6Chb6D3fHfwyRWVcBLE8uOO7FU26ntxIHqc4A7p2bOmu3/7C4qPkf+4Q8Sq+RvNLkXB8QBcaDNOPD6G296AWvqR9ParAzNK6o/rxDmwlwcEAfakwOT3p/sbh4yxL027nV/B6/urBIf25OPKlv8Eweqy4HmiVUzZ9YLVd26OTdokMSqJiyCJVZVl+QaVIS3OCAOdEUOzJs/3y/u9BhA8b8r8l91Fu/FgbbnwPIVK93Djzzifn3ffY5jYd72mAtjYSwOiAOdnQNLly1399x7rxvz/PNuztx5EquasNfY2bmh+mn8Ewe6BgeaJ1aN2yHh8wAAIABJREFUHt1QrBo+XGJVExyIxKqu0bk0iKqdxQFxoL04sGbtOvf4E0+6X/zil9ldve1li8pVPxAHxAFxoHNxgLuoeBwgf7fffoebN3+BhKomrAXVHzpXf1B7qj3FgdbjAE+GQKRCrEK0sovvdGdV62EsvgpLcUAcKDsHmidWDRvWUKwaN05iVRMWKBKrNDCUfWCQfeKoONBxOYBQ9Yc/jHI/HjzYTflwqjYQm+CfxfuOy3u1ndpOHKgeB1asXOmmTPnQP57ptqG/cPc/8IBbtnyF/I38jTggDogD4kCLODB9xkz/+D8eA4hfl1hVPd+ueZSwFgfEgbJwoHliVb9+DcWqhQslVjVhUiKxSgNAWQYA2SEuigOdiwNcjfi/Y8Z4oWrC2xNdXd2GFi0YxY/OxQ+1p9pTHBAHWpsDH3441d9hNfGdd+VvmrAebO12UH7q2+KAONDRObCuZr1/MoTduZv/vOvuu92Klavka+RrxAFxQBzo5BxonljVp0+9WLXttp1WqKJibeHwJVZpItkWvFKe4pU40LU5UFu3wfGi+x8NGuTeeHO8hKpOPoFTf+/a/V3tr/ZvDw7gY66//gb38fQZ2RrJxKrx49/K4trDNpWpPiEOiAPiQMfnwNx58/ydu9y9yx9+5+YhQ9yjjz7mpn083SFoqZ07fjurDdWG4oA40BgHmidW7blnvVjFcScOjYHX3N8kVqlTNpc7Ok/cEQfEgSIOvDn+LXfNNde6Bx540E2e/EGDhd6ixUu0sJN4JQ6IA+KAONAiDsxfsNC/C/GOO+90b0142yFQ8RjAX/3qdrdw0eIW5V3k2xSveY84IA6IA12XA3oMYNdte/V7tb040HU50Dyxaptt6sWq007rxFKV7qzS4NB1Bwe1vdpeHOhYHODFw/nHZdh3rkpUe3as9lR7qb3EAXGgjByYPXuOe/iR4W7gddf5P652l1AlrpaRq7JJvBQHOj4HJFZ1/DZUP1QbigPiQFM50HSxivdTdetW/zdggMQqXaWpTVBxQBwQB8QBcUAcEAfEAXFAHBAHxAFxQBwQB8QBcUAcEAfEAXFAHBAHmsWBpotVo0fXC1WIVvffL7FK5GsW+ZqqrCq91HhxQBwQB8QBcUAcEAfEAXFAHBAHxAFxQBwQB8QBcUAcEAfEAXGg83Gg6WLVsGENxapx4yRWSaySWCUOiAPigDggDogD4oA4IA6IA+KAOCAOiAPigDggDogD4oA4IA6IA+JAszjQdLGqX7+GYhWPBezEQQpt51No1aZqU3FAHBAHxAFxQBwQB8QBcUAcEAfEAXFAHBAHxAFxQBwQB8QBcaA8HGi6WNWnT71Yte22nVim2lo1kbU8ZFVbqC3EAXFAHBAHxAFxQBwQB8QBcUAcEAfEAXFAHBAHxAFxQBwQB8SBzseBpotV3bvXi1U9ekis0i19zbqlT4NJ5xtM1KZqU3FAHBAHxAFxQBwQB8QBcUAcEAfEAXFAHBAHxAFxQBwQB8SB5nCg6WJVt271YtVpp0msklglsUocEAfEAXFAHBAHxAFxQBwQB8QBcUAcEAfEAXFAHBAHxAFxQBwQB8SBZnOgaWLVlCn1QhWi1ZAhEqtEvmaTrznqqs6RKi8OiAPigDggDogD4oA4IA6IA+KAOCAOiAPigDggDogD4oA4IA50Lg40TawaPbqhWDV8uMQqiVUSq8QBcUAcEAfEAXFAHBAHxAFxQBwQB8QBcUAcEAfEAXFAHBAHxAFxQBxoNgeaJlYNHdpQrJo4UWKVyNds8kn57lzKt9pT7SkOiAPigDggDogD4oA4IA6IA+KAOCAOiAPigDggDogD4oA40BwONE2s6tevoVi1cqXEKolVEqvEAXFAHBAHxAFxQBwQB8QBcUAcEAfEAXFAHBAHxAFxQBwQB8QBcUAcaDYHmiZW9epVL1Ztt12nF6qoYHMUQJ0j5VgcEAfEAXFAHBAHxAFxQBwQB8QBcUAcEAfEAXFAHBAHxAFxQBwQB8SBNA40Tazq3r1erOrRQ2KVVFKJeeKAOCAOiAPigDggDogD4oA4IA6IA+KAOCAOiAPigDggDogD4oA4IA60iANNE6u6dasXq/r2lVgl8rWIfFKU0xRl4SScxAFxQBwQB8QBcUAcEAfEAXFAHBAHxAFxQBwQB8QBcUAcEAc6MwfSxaopU+qFKkSrIUMkVkmsklglDogD4oA4IA6IA+KAOCAOiAPigDggDogD4oA4IA6IA+KAOCAOiAPiQIs4kC5WjR7dUKwaPlxilcjXIvJ1ZhVYddNVDuKAOCAOiAPigDggDogD4oA4IA6IA+KAOCAOiAPigDggDogD4kAaB9LFqqFDG4pVEydKrJJYJbFKHBAHxAFxQBwQB8QBcUAcEAfEAXFAHBAHxAFxQBwQB8QBcUAcEAfEgRZxIF2s6tevoVi1cqXEKpGvReSTopymKAsn4SQOiAPigDggDogD4oA4IA6IA+KAOCAOiAPigDggDogD4oA40Jk5kC5W9epVL1Ztt12XEKqoZGdufNVNg5s4IA6IA+KAOCAOiAPigDggDogD4oA4IA6IA+KAOCAOiAPigDggDrQ3B9LFqu7d68WqHj0kVumuKgl54oA4IA6IA+KAOCAOiAPigDggDogD4oA4IA6IA+KAOCAOiAPigDggDrSYA+liVbdu9WJV374Sq0S+FpOvvZVala+rBcQBcUAcEAfEAXFAHBAHxAFxQBwQB8QBcUAcEAfEAXFAHBAHxIH250CaWDVlSr1QhWg1ZIjEKolVEqvEAXFAHBAHxAFxQBwQB8QBcUAcEAfEAXFAHBAHxAFxQBwQB8QBcUAcaDEH0sSqESMailXDh0usEvlaTD6p1e2vVqsN1AbigDggDogD4oA4IA6IA+KAOCAOiAPigDggDogD4oA4IA6IA+3NgTSxaujQhmLVxIkSqyRWSawSB8QBcUAcEAfEAXFAHBAHxAFxQBwQB8QBcUAcEAfEAXFAHBAHxAFxoMUcSBOrzj+/oVi1cqXEqmaQb31tnVu7br3+hIE4IA6IAx2YAzW1dS12vm11pYr8jHys5hnigDjQ8TlQs77MfmaD5jAdeA6j8aHjjw9qQ7Vha3CgZn1tadcztXXyM63RxspDY4U4IA60Jwda4mfSxKpeverFqu226zJCFRVtjQ3FZctXullz5ruPPp6lP2EgDogD4kAn4MDM2fPckmUrWsVHtIqfWbHKzZqzQNzqBNzSXEFzJXFAHIADM2fNc0uWlsfPLF+x2s2eKz+j/qn+KQ6IA52FAzNmzXOLly4vzXpmxcrVbs7chVrPaD0jDogD4kAn4cCMmXPdoiXLHBchNGXfK02sQqDq1m3rX8+eEqsS76paX7vBzZnX0NmywTlvwSI3f8Fi/QkDcUAcEAc6EAfmLVjsZs1ueOEBG3ctuWKkKQ67KO28+YsaTObY4CROfkZ+VhwQB8SBjsUB72dyF7hxwdvamvVNWuAV+YvmxsOjcHN2xqy58jMdaP6icaBjjQNqL7VXW3IAPzM752fYo1qzrqZd/cyChUsa+pmZ8jNtyQPlrXFGHBAH2pIDs3MXUrN2WL1mXbKfqSxW1dbWC1UIVjwSsAuF5i7qOC8UqnC+tbV1XQg5VVUICAEh0DkRqNuwwS1cvDRbULGR2BJf0ZJzQ6GKyQaPAVQQAkJACAiBjo3Ahg0b3eIlyzI/w0ZiU69IbIlvCc/Ft5hQhc/hAg0FISAEhIAQ6NgIbNy4yS1Zujwb39lIbK9H0C5YVL+uYg9tXc36jg2urBcCQkAICAG3adMmt3TZiszPfDxjjh/fw3VG0XFlsWrixIZi1ZAhXQryIuAqxYcNsmbN2i6FmSorBISAEOgKCGzYuDFzvIuWVP8RGstWrMrKl5/pCoxTHYWAEOhqCGwM/AwXSVRaf7T27zySyYSq1avXdDX4VV8hIASEQKdHANHKxnkusG5tP1Ipv5Wr1mTlr5Kf6fR8UwWFgBDoegggWpmf4e7eSn6B3yuLVSNGNBSr+N6FQgqIsTQ8honGWLhoaYZWTU2N+/Of/+zWrVvn5s6d64477ji33377ud///vc+zaxZs9yBBx7ojj/+ePfUU0/5uKefftodccQR7vTTT3cTJkzwccOGDXOHHnqoO+qooxyLWBr+9ttv93l997vfdWvWrHELFixwN954o4/72c9+5lasWOEWLVrk+vbt6+Puu+8+f+7mzZvdQQcd5A477DD3wAMP+PzHjRvnjjnmGHfCCSe4P/7xjz7uscce83GkxXbCww8/7PM69thj3fLly93KlSvdnXfe6eOuuuoqN3/+fB935ZVX+rjbbrvNrVq1yp979NFHux49ejjiCB9//LE78cQT3ZFHHul+85vf+Lj//d//dSeddJI75JBDsrqDB9/BbeHCha6urs5hG9//67/+y82cOdOtXbvWUWfifvSjH7l58+b5/M455xxf5nXXXee/r1692n372992PXv2zOx488033VlnneUxeeaZZ3y6P/3pTx4L8vvwww+zOL5/85vfdO+++66rra31dhN3ySWXuKlTp/p01157rTvggAPcZZdd5tuFyO9973u+ncGFMG3aNPeDH/zAx/3P//yPj8OOM88809dh7Nixvo3ffvtt/x17X3vtNR83ZswYXyfa3fgBF77+9a+78847z82ZM8fnN2DAAJ+OuhGWLl3qKH///fd3gwcP9nEffPCBu/DCC30ZYEqdaBe4QL1ojy1btrj333/f50XbvPjii/7cxx9/3LfL2Wef7fEgcujQoT4OjDgPrsJJ2v2CCy7w9s+ePdtdc801Pv877rjDYwS/rO6PPvqog6PYi630hd/97ne+TPoSvD3llFMyOx588EHfL+Ak/CD84he/8Pljx/r1631et956q48bNGiQW7Zsme8btBH1pH/Rh+in3/jGN3y59957r8+L9u/Vq5fvo2bHqFGjXO/evT134QLhoYce8hyi7cmLcn/961/7/Kk7ttFfbr75Zh9HG9A/N2zY4Ps6GMFhAunoi4cffrgzO2j/0047zdtHuxCwg7biXDj/ySefuBEjRvj8v/WtbznGF+pEHtSzf//+bvr06b5tqDvn0TcYpwgnn3yyr8Mtt9ziv0+ZMsXBs4MPPtjXj8iXX37ZnXrqqf7c8ePH+7zgBPnTNpMnT/Z1ot8SRx997733fH7Ujzbt16+fH6+IhLPYQR8igBOcZFykzQhgfO655/p0f/jDHzyvKJuxgzLoO/Dt9ddf99+xD7wIjFnk9f3vf9/bRtz111/v+8t3vvMdfx68t74BLgT6wRVXXOH7MnjTThYWL9l6RSJXicR8QVvG2bsQuerdAnWnDeAdPKDtwWX48OE+CXwHA/wH/Zzw/PPPe/zoS6+88oqPu//++31/A1c4SLj77rt9XuTJ+Em//OlPf+rj6Nt858/GEfoS3McmeIP/uOuuu3xe8ABfR1+FpwR4AtcZvxiPCE888YRva8Y98mZ8t7508cUXO8YQ/MoNN9zg7RgyZIhPx7nUBz7RzwjwiTi4ec899/g4xhH6En7lpZde8nGjR4/O+ASGjEHGYcYm+EA/oX5gi7+jfxGwiTIZ1xjz+OMc6m5jLXXHH1FPawP6En2O/BjrwQze8h1/SRy8Y9whDp8xadIkXyb1o03pN2BE4HfsoC0IjKvYxpj0y1/+0se988473h+RH3XGVvoXWHAu2FB37OD7GWec4ZgfEJhDUCf60kcffeTjaAPsgB8EOAgOnIsPIuDvbKyFY+A4Y8YM7+uxgz5NwJdzHhx57rnnfNyzzz7r/TV++4033vBx8In27NOnjy+PSMYszsUfMT8K50PwFb4wP2G8oUzmPvR74hmTqP8jjzzi88ev4nfwH2BEwN8x1vIHFwjGBfoLnCevX/3qVz5/xtolS5b4tmFOQJn4R+Zl1J86Esf8iUBbkTftzphFoI/ic7HFxjO4Q91pU/oj7WfzMuZ6cJd4yiJ/xnfiSEe7gRHcoY2ZS+HHmFsyhyDAObhL37M5KXMOsOZc5jn4GdqF/KkHPoX6mx1wDr8Jnymf866++mpfd8pgbgvm+GIC7Y6fgFtgSmBMpy05l/kQ9tJfSEPd4Sx1AiPsYCy3+RD8IA39gLwJl156qS8TP0JgfMMPwV2zg/Hnhz/8oS+TeQj4TJw4MZsLUj51py9TJpjY+AFW9G3aAAwJcBJegaf5WOsb8JDAfA1+gAd5wEkLdgHctOmzq353lT0lYu78RWaO/wRveM64amsL+hJtge1gAD+ZDxHgLfMn+hI8IuCX4Dm8hpsExhYwZY1E/rSP9SUwY66EH6NfkQ5+kw6O4dfgCekJ9E98CuVan2Y8Yb2BfcwdCOBt4x5jKPYbh+EjYxTjmc0dmTcwrhCoO2Uy/hGwhXkHfYn5J8Hm9PhB+gsB/GwdaGMo8wvqRF+nf9GXmNcSB28tHX0InoABPpEA7+EwGBFIC8eJA1MC4ybjOPnBYfoStvGdfs4x7cfajzj8lHEYv0FezGFtHWhzR9IRGOeIwzbzu8wD8Ufk9+STT/q+RBxtQhxrLNoOfwSO+Gh8D4ExDszA2OaOjOG0Fek4D79Iv+Xciy66yJ+HPwYj8v/v//5vjxFzBfofccwrqDv2ch7jtvkexhjm/vgx69PwmjRwCb4TbJ1JW4EZvPnJT37i84cLjO+kZWyhTOZPtBVjMvaDka27mV+TP2OozYdGjhyZcdfqTjvCW9qBcYQ/5jLkzxhHeazHmWsQx3xo8eLFnkfMc4ijvxBIx/yLvmf8YP5Hvem31kexh7ZiHCV/xj3akbzgOeMWfcPmh8yfGWvBhLpb34DLBPo/Y7fN6eEC7Qsmv/3tb30a2gA7OBf+0c7YQ5mshZhHMCbbGocxlPkQ6WgDsL388suztmLdzbm27qYecBIsba3F+G5+kfU/9jPfAR/OxQ44Y/My6s46g8C+BW2CHbQlgX5IHHmCGWMK6whs45PA+ISd1JM2ACPamrpTpq27Scd3xkprFz7BEU7bvIxxj3GHOZLNBa1vkI5A3eEnZTLGWbvw2/LgAria2rqqrmnwL+yb8Wj1MIABfQkeM/aAA1zDbtqINmSMsPUx4wjzJ/oq62IC+2z0Lbhj+zPUHQzo6/gYOGx9ibHW9rDAjzLx4WAKx/AfxBmH8QXwGq6wPiEYh+EAxwR4RRrKxY8xP7U5Pe0DrxkjbC+NMczWFvRvzmMexXnUnfkTdbd1OnMh+hK8YIwjMJYyRmEv2GA/cXwHJ/offYn0xIExcQTGEfo9/dj4ZH0EjAiMq9hGPcO5I/sF5Ie/xVbmZOZj6UP0JbODutucnn0w2hTfZfNr5kXkD68JjKGsu+hL5u9oVxtrmXPAD+aetAt2MH+nH4IxOMIPfDABnmAbduADCdSFvkRbww0CeHAudSMwZ2EuQP6MI9hFHHMG4hgXwBb+ch4+1vaOmHswzpK/rXHwd7QJ8wLm0gTsIC/GYHCEq7avxXhGu+DHwIF0+GnjM3kRZ+tdxmrmSMTbngDjCBjhf2w8o2/QL8CcfSPKtXkIvt76Bnu45A8G1BvM+Z264qfhGuMefQ8sbY3z1ltv+bakDFtb0DdoE9qUdqetaBfyJ55+gL8DU+JY7zLHwTb4QZkDBw70dQc35gdwl70JAnjCXfqL4QEPaXPOtfkQ+yfwj3PhFPnTPpRJ3zJ/RF2wFTusjzL/II51D4F2IA4cbX5I36KPUSZ9jvzhAhhRBm1A3emrfKdtsI2AvyMvMOZ3Apy0OZKN5bbni48jhHut8AkcWeOwrqIM9jewg3kd3+GlrXfBiPEEfwc2BMZa0pj/J475ntnLd+YXjEvEkZ4yLYQXwHH3bKV9sspiFXdS2fuq+PzUCVuBnf2zEoCx39fV1GaqIY+LIjAoM0AxCDKxZuBiEf3zn/8829wnjkkkTtgmpky+6BBMaE14gLRMSJiAky+DARNq8mKAYWBkwGSxQdwLL7zgSYIDZCLIgMrExs5l0IO85iiYZGIbndkmXXRO4khL5yPQucifeEhIJ8HxEAfxWbARzzFxLEisI2G7xZEXgy0Oirqao6BsnD4Dr9UdPPjOudQRh41tfGfgpXNQf+pMHIMfdhDAxuL4zgAKrmBpHZAOzUBIPc1ZMxjSJpzLZIlAHN+xmUEbOwwP2tnSsfhhMGeihF0EFsy0M7gQcDI4KOIYFAjYgWOgrXCstDGDCGViL21EHI6YOOpmGMEF8mKDBU4RWPSQjroRcD6Uj23mJJk4sQlHmWDKwEW7sGHEubQHAygTXb7TNuBAID3tQv7gQaC9iQMjbIVvxknKIQ77wIj84A5tAr+YaBDH5IZ08Ijv8MMGaJwZvMUOMCLAYbgFJ+EHgUki52IHdaLuTFCIY9OA70xEaCPi6F+0Ff0UrMHI2oV2JX/4YHYg3tFXsM02W+AwHOJc8qJc+hz5U3dso05MwomjDbABjOAkcTaJIh3lIeaZHWycsNGLfdZH4au1lXGeiSt5kZa+QZ3IgzZmgsCGD22KAyQd/YU0BHClDthIgB/wjDjrozh/8uZc+Ede1jdoG7hC36DfUiZ91PhBH7W+YW0FZ8mLhTABTMALPhsenG/pwB7MKBv8OZe+gx1MHviOfeBFoI+SF3ZgGwEOUCfGRs7DXusbdiEB/cAwAj/6q7X1pk2bs/F+zdr0Z/DGfEdT4njcn12dEj76j77+6quv+r4ED1gAg4Nt3sJ3MIDH9FsCEzK+k9YmyEyYwJQ/G7fJ1zClr+JTrC/Rt/lO/jaO0JfgE7iCMX8mhtGO8Jq+Ck8J+D36EvbBNwI2whPGEvKmP1lfgieMIdjHxArb4Ct2EOCwxfEdnhFHX6IuBMYROEL+No4wiTM+gSFjEBwmL8Ym+EC9qAtx8IX+RcAm7KUdzMdyDnW3sZaFLX2JelobgLvZy1gPZozz5E+/Jg5uWp+Gg7ZZSr7kRdlWd37nXFuwMq6abbZwhsP4I/om4wf20i6MK5wLNtSd/sN3fBI2EWgD6sT5+DACbYAdtvFFW5kPBA8CaelXlAnHwJFxyOoOzgTwpEw4Eo5x2MYYaYsD2oCxhskwnCSw+OJc/BH20+7GD/gKX2hXG0fwG2DL+ZwHF1hMERhb4Av5m4BKm8Fb2gUuEIwL8IbxnrxsXsZYa32DxRdlMOdgbKf+5EUcPpBAW5E3fZIxi4Cvx4dhi7UBfZq6wzfKo/1sHgK/qCPxlEX+jO/kTTrGQOLgDhhRf/oe+NoGLZyjzYmzPoodYMG51u5wh++0FW1J/bGDNoZz+E34TPmkgwvUnUBbYj+/ETgf28KxgramLTnX5kP0F9JwLpylToxjlElamw/RLqShH5A3Af4RR/sT4APzNrhrQgLjD+dQJjiDD/0FjIizcZI+yHcwsfGDcYy88ClgSICT8IqxgDYnGBeoL4G2sfkQfZTyLU/aCKGKMX/V6rUVF3dN8SWNpeWxg+ZnaoJHMjHewyuwo3/Z2oK+RFuAFxjAT5svMI7Aa3gMjwj0M+LgNfUnMC6AKXyCv3DF+hL4MC8gjn5Fe2MH6eAYfYa2tTGO/kmbEW99mvEEG7CP+QIBftM+lIufwX7S8532YTyiDPN38IT+RaDupLPFPenwKfQbswMO05fgrK0t4Ct15FzrS9jGd8ZD+g19CUyJg6OWjj5EPcGAcZYA76kTvCKQFo4TB6YEs4P84DC8AgO+Yy/HtJ/ZwThiHKYu5IVvsbayebMJgYxz1r9s7shci3NoKwQBsCWOdqdc5oy0Hf2L79Qd30NgrAUzMKafE2gD2op02I+9tAfnmr+jvcCIMhlXwYi5gq0tsINzsZfz4AfzSQJ9DizwY9b/bD4El+AfgTWO2Wt5me/BHjhKWtqNdMw5sIM/7Kf9aFsC4w2+Az7YWIsvNO5a3bEDPGgHxhH+bF5G3a1vMK5TJvZQR3hkc3X6CwH78D30Pfw5AU5Qb+LgJwF7aCvstbqDH/mTJ7hSJ7OD+RBjLZhY3ekbNu4xVlIH2pEAF2hfMDF/B+7YQRnwD37Yehfb4DY8wjbaGJ4zFpOOfLGVObutLeAnedFfCMTDSXBkLUKw+RDp6KPYj6+1uSC/WxxlUnfzxYxxlIkdNndlrCJ/6xvYi01mG2WGawvagHaiHlZ36kydwBO7aAcbO/kERzhtdjBOwl3GGsYxgvUN4gi0oc2H6KPYZPMufp8+c64f81esWlM1P4MPMv+2dm39piZtg43Wl2wcgWtgRd8HA/5sfUw7wWv6jvVpeELfgju2P2NzJXwUfizkMGMY4zvx4Ed705fAlPbAf9AexmHSwmu4Yn0JDsMROGDjCLwyPtEO8Im9BPKiHeEDdtheGmMY/YvAuop0jO+cR92ZP9FvbKxlnKAvgQd9lMBYyljJuWCD/cTxHZzof3DT+jTlEEfAz8NX+rHxCT4TB0YE7LN1ejh3xHdQBr4EW+nHNu7BV+rAeEMa6m5zetoRzPC75u+oM3HGYXysrdPpZwTaFTtpK8ZV+EFftLay+Tt5Uib8sDEOnmAb+ducgLrADc6nTQg2rlI3Au1u/ICr2IVvxHbKYFwAW3jEd/qm7R1RjuUPRgTmmvRxuGrzVZv74KPAkbxsTg8GtAtjfDh3ND6bj6W/EGgr+Ee87QkwjlBH4m0coW9gG5gzblOuzUNsbUEZ5gMZT8ACzK3d6RtwjfpTH+puaxzm53CXMmy/m75Bm8AtW1fZupt4fDq2gClY0ta0JTyyuTQYYBcBzpOXzcvAE+7SzoYH9bU5gc2H6Kv0H86FU9Sd9oFX9C3zR9SFNNiBbQR8MHE2D8EWjsHR7KBvWV+mz5E/XAAj6mX9gL5KmYwr2EZgHCMvMOZ3ApzEXmwDf4L1DcZLAu3OWEL+8Mn6hq2rwBk7aEPS0C42TwUj8mcss3GMPspYav6fMhiDOBd7CYzZNh+iffgz/87vPNactQUXSDS2BuG3ymIV76gKxaoOYkwdAAAgAElEQVTgSj9vTSf/VwnA2O+r16zzDRBeHcJAyKIZIigIASEgBIRAx0WAyYpNLqnFvAVbrwis5uJu7br13s/g8C0w6WQCZRMni9enEBACQkAIdCwE2LS0BSOWL1i09cXzKYu72NqkOXHr1m+9+I4NTAtsdCFc2EaSxetTCAgBISAEOhYCbOjbhjGWL1q89T2JS5evrLiJ2ByfEjvHLr5DsLLApi2b4Sb+Wbw+hYAQEAJCoGMhgACJ2GZhydKt769avLTyKzQqi1U9e9aLVdtvb2V0mc+YU60UZ2JV+AjAXXfd1d/+aVdRdxkAVVEhIASEQCdDgKt77ApTqmYvJ66uWFXjxarwEYDcHs4t6HbVUCeDXdURAkJACHQZBLj6MfQzy5avTL4SsdI6JfV3e1LE3Hlbr7QGfB5Ftc8++2RXlXeZBlFFhYAQEAKdDIG8n7FHNLWHWMWjzS3wiKnddtstu1PU4vUpBISAEBACHQsB7rBjPcPddgTeS8idVa0jVm23Xb1Y1atXx0KmFaxNXdCF6TKxanH9+6q4LZDbLLlSUkEICAEhIAQ6LgLcas7z/y3YFSLtIlYtrH9fFbfxcyu5PcbA7NOnEBACQkAIdCwEeKwG75qwsHxFO4pVwfuqWMvwSBp7NInZp08hIASEgBDoWAjwWCjWM7W1Wx91tnLlar+J2B5iVfhEIh5rxeOo7LGHHQtVWSsEhIAQEAKGAI8w5v1g9ljT1avXtpJYxSP/wkcA9utnZXaZz1CESj2OiVVdBjBVVAgIASHQyRHgWct77LFHVsuyiFWZQToQAkJACAiBDo0A7z/p3r17VoeyiFWZQToQAkJACAiBDo0A7zLZfffds3e9lEWs6tCgynghIASEgBDIEODiu3333Td7fHjriVW8nC8Uq4YOzQrtKgepAlWYLiZWDRw40L8ozV76nMePd4zwkjeuitefMBAHxAFxoP04wIs5G3uUHi+i5EWqFsoiVg0ePNjdcsst2cvJzT775BZsXqgpbrUft4S9sBcHxAE4wIuIuaq9KOBn7MXepCmLWMVLlG+66aYG720M68DLvuVnxHGNc+KAOFAODrzwwgvhEN3gOO9nyiJW8aSIG264ocH7tELD161b54YPH671jPYNxQFxQBwoAQeee+65cIhucLxlyxa/nrHHALaeWDViREOxavToBgV3hS+hCJV6HBOrdthhh0bfWfXEE0+4z372s+6v/uqv9CcMxAFxQBxoRw78zd/8jTv00EMLXRwv/uUqEQtlEat4j0hj76x69tln5WfakVfy75rfiAPigHHgM5/5jL/S0PxI/nPu3Lnuj3/8YxZdFrEK39jYO6vGjBkjPyM/ozmsOCAOlIADf/3Xf+123HHHzI/kD3g9BesZRCtCWcSq3r17N/rOqhdffNF97nOfE8dKwDGb0+hT81txoGtyAD+zHa+OKgiLFy/277m1C/BaT6ziTqrwzqopUwpM6LzRqQJVmC4mVn3wwQdu2rRp2W3WecS4CpGG3nvvvd3EiRP1JwzEAXFAHGgHDvB+QSZbiD5F4b777nO77rpr9nNZxKqpU6e6jz76yHHFYSz8/ve/93XbaaedxK124JZ8u+Y24oA4AAeGDRvmx+Kdd945NlT7OK4aDzcZyyJWsZbhPSLcqRsLvNOxW7du7l/+5V/kZ+RnxAFxQBxoJw5w966NxbGxmrinn37a7bLLLq6mpsYnKYtYNWPGDH/37urVq6OmcyHHNtts4z7/+c+LX+3EL81nNZ8VB8QB9sQYi//u7/4uOlYTyV1Xe+21Vxs8BvD88+vFqm22KTSgM/8QilCpxzGxatGiRW7p0qVu48aNUbhMrDr44IOjvytSCAgBISAE2h6BESNGVBSruPjgkUceyYwpi1jFlStLlixxGzZsyGwLD0ysCt+3Ff6uYyEgBISAEGh7BLiSnYsiGhOruPCAl8xbKItYxVoGP2NXSJp99mli1Ze//GWL0qcQEAJCQAhUGYE//elPFcUqRCHWM5s2bfLWlUWsWrZsmWNNEz5yPYTPxKovfOELYbSOhYAQEAJCoIoI/PnPf3Z/+7d/26hYxWuQHnvsseymnda7s6pXr3qxKnjJbxXr3+5FpQpUYbqYWFXpMYASq9q9qWWAEBACQsCliFX5Z7yXRayq9BhAiVUiuBAQAkKg/RFIEavyfqYsYlWlxwBKrGp/fskCISAEhECKWMW7RMIL3MoiVlV6DKDEKvFbCAgBIdD+CKSIVeZnWv+dVTx70B4D2KdP+6PRDhaEIlTqcUysuvjii93111/vuIIlFiRWxVBRnBAQAkKgugikiFUsAC+77LLMsLKIVQMGDHADBw50PA4wFiRWxVBRnBAQAkKgugikiFWvvPKKu+iiizLDyiJW8dJ7fM2kSZMy28IDiVUhGjoWAkJACLQPAili1fjx492ll16aCVZlEat++tOfussvv9xNmDAhCp7EqigsihQCQkAIVBWBFLHqnXfecf3793f2WNfWubOqtrZeqEKw6tevqhUvS2GpAlWYLiZWVaqPxKpKCOl3ISAEhEDbI5AiVj3wwANuzz33zIwpi1iVGVRwILGqABhFCwEhIASqiECKWMUjM77yla9kVpVFrMoMKjiQWFUAjKKFgBAQAlVEIEWsGjlypOPR4OvXr/eWlUWsqgSTxKpKCOl3ISAEhEDbI5AiVo0ZM8Z99atfbeV3Vk2c2FCsGjq07WtbwhJCESr1OCZW8fKxxx9/3D9/N1ZNiVUxVBQnBISAEKguAiliFe/sCK8qL4tY9fDDD7vhw4e7+fPnR0GTWBWFRZFCQAgIgaoikCJWLV++3L333nuZXWURq5544gmHr5k9e3ZmW3ggsSpEQ8dCQAgIgfZBIEWsWrlypV/P8JgmQlnEqqeffto99NBDhU8kkljVPpxSqUJACAiBEIEUsWrVqlXu/fffz96N2Dp3Vo0Y0VCsGj06tKvLHKcKVGG6mFi14447Op7z/vbbb0exk1gVhUWRQkAICIGqIpAiVvEiYrsKEePKIlbtu+++7oADDnCvvvpqFDOJVVFYFCkEhIAQqCoCKWIVfqampiazqyxiFWsZfM0LL7yQ2RYeSKwK0dCxEBACQqB9EEgRq3g3IuuZTz7ZamNZxKo+ffq43Xff3Y0aNSoKnsSqKCyKFAJCQAhUFYEUsarez2x1NK0jVg0Z0lCsmjKlqhUvS2GhCJV6HBOruArxqaeeclyRHwsSq2KoKE4ICAEhUF0EUsQqHgPIIspCWcQqrnhHkFq4cKGZ1uBTYlUDOPRFCAgBIdAuCKSIVY8++qjr3r17Zl9ZxCqueMfXzJ07N7MtPJBYFaKhYyEgBIRA+yCQIlbxGEDWM3YBXlnEqtGjRzsehTtr1qwoeBKrorAoUggIASFQVQRSxCrWPFzktmTJEm9b64hVffs2FKuqWu3yFJYqUIXpYmJVpRpJrKqEkH4XAkJACLQ9Aili1dixY/2LIs2asohVZk/Rp8SqImQULwSEgBCoHgIpYtVrr73mX3xvVpVFrDJ7ij4lVhUho3ghIASEQPUQSBGr3nrrLb+e2bBhgzesLGJVJZQkVlVCSL8LASEgBNoegRSxikeaX3311W716tXeoNYRq3r0qBergiv72r7K5SohFKFSj2Ni1RFHHOHOOuss98EHH0QrKLEqCosihYAQEAJVRSBFrMobVBax6sQTT3Snnnpq4eNmJVblW07fhYAQEALVRyBFrMpbVRax6uyzz3b4mnHjxuVN9N8lVkVhUaQQEAJCoKoIpIhVeYPKIlZdcMEF7vjjj3cvvvhi3kT/XWJVFBZFCgEhIASqikCKWJU3qHXEqu22qxerevXKl9FlvqcKVGG6mFh12GGHuTPOOMNNnjw5ip3EqigsihQCQkAIVBWBFLHqjTfecLfccktmV1nEKp7xfsopp7gJEyZktoUHEqtCNHQsBISAEGgfBFLEKt5xe9NNN2UGlkWsOvPMMx2+hju/YkFiVQwVxQkBISAEqotAilg1adIkv57ZuHGjN64sYtX555/vjj32WEcdYkFiVQwVxQkBISAEqotAilj14Ycfup/97Gdu7dq13riWi1UrV9YLVd26OdevX3VrXaLSQhEq9TgmVlWqksSqSgjpdyEgBIRA2yOQIlY9+OCDbq+99sqMKYtYlRlUcCCxqgAYRQsBISAEqohAiljF+zp23nnnzKqyiFWZQQUHEqsKgFG0EBACQqCKCKSIVbyzas899yzdO6sqwSSxqhJC+l0ICAEh0PYIpIhVY8aMcV/72tda8Z1VEyc2FKuGDm37mpa0hFSBKkwXE6twqrznZCVCYCRIrIqAoighIASEQJURSBGrZsyY4Z599tnMsrKIVS+88IK/CnHZsmWZbeGBxKoQDR0LASEgBNoHgRSxavbs2W7UqFGZgWURq1566SX3/PPPu8WLF2e2hQcSq0I0dCwEhIAQaB8EUsSqefPm+fXM5s2bvZFlubOKO3fxkwsWLIiCJ7EqCosihYAQEAJVRSBFrFq4cKFjzK6rq/O2tfzOquHDG4pVo0dXtdJlKiwUoVKPY2JV9+7dHY8CnIgQGAkSqyKgKEoICAEhUGUEUsSqvEllEav2228/d9BBBxU+nkliVb7l9F0ICAEhUH0EUsSqvFVlEasOP/xwh68pejyTxKp8y+m7EBACQqD6CKSIVXmryiJWnXTSSf4JFs8880zeRP9dYlUUFkUKASEgBKqKQIpYlTeo5WLVkCENxaopU/JldJnvqQJVmC4mVt1www3uF7/4hZs7d24UO4lVUVgUKQSEgBCoKgIpYtXTTz/t3w1lhpVFrPrJT37ifv7zn7vp06ebaQ0+JVY1gENfhIAQEALtgkCKWMVmXO/evTP7yiJW/fKXv3T4Gp5BHwsSq2KoKE4ICAEhUF0EUsQqnvpz8sknu9raWm9cWcSqe+65x7+zkXdqxYLEqhgqihMCQkAIVBeBFLFq3Lhx7vTTT3crVqzwxrVcrOrbt6FYVd06l6q0UIRKPY6JVZUqJbGqEkL6XQgIASHQ9gikiFWPPPKIO/jggzNjyiJWZQYVHEisKgBG0UJACAiBKiKQIlYxXvfo0SOzqixiVWZQwYHEqgJgFC0EhIAQqCICKWLV6NGj/RMZ1q9f7y0ri1hVCSaJVZUQ0u9CQAgIgbZHIEWsevHFF/0T5uw1FS0Xq1gcdeu29a9797avZYlLSBWownQxsepHP/qRu+2229ycOXOitW2KWMXVjOSlIASEgBAQAq2LQIpYlS+xLGLVkCFD3K233qo7q/INpO9CQAgIgRIhkCJW5c0ti1g1dOhQh6/RnVX5FtJ3ISAEhEB5EEgRq/LWlkWsuuuuu9zgwYPde++9lzfRf2+KWIUQd+ONNzrbKI1mqEghIASEgBBoMgIpYlU+05aLVdttVy9W9eqVz79LfQ9FqNTjmFi1ww47uJ49e7q33347il+KWIWzPe+881y3bt383x577FG4WGQRedppp1V0zL/97W+z/MiX77GAgye//OKU+KOOOirLg8lAYyFfB+pjV/PYeeRhdSRvTS4MGX0KASHQ1gikiFUff/yx4+pxC2URq/bZZx+3//77u1dffdVMa/CZemfVK6+8ko3BjMV8byykpi/yI/gV/JmN+3k/lPcblfxMY7bqNyEgBIRAeyOQIlbNnDnTPfXUU5mpZRGrDj30UIevef755zPbwoPUO6tS/YblXSl93o/k/Vb+97yfaWw9k18rma/iM5+P2atPISAEhEB7IpAiVvF6ipEjR7pNmzZ7U8siVvEI3N12282NGjUqCmGqWJUfu4vGa/xDyr5Z3o/k/UxoLGmPPPLIv9g7szSVfrd09ont+fVP3h58UmP7g5aXPoWAEBACrYFAili1YMECP5bb42ZbJlatXFkvVHF3Vb9+rVGPDptHqkAVpouJVQsXLnRLlixxGzdujGJRSayyzTqcFI6JO6twWjExxxxX7Lew8Pz5tlDLO3KLzzs/iw8dJ8fh97A8jvnNBKqwTpYub1OY3tLoUwgIASHQVgikiFX33Xef23XXXTMTyiJWLV682PG3YcOGzLbwIEWsMv9hCzA+82N/mGdqevMX+bws3vxOPr+8n7Dvlj60RcdCQAgIgY6AQIpYNXz4cLfjjjtm1SmLWMVaBj9TV1eX2RYepIhV+XG+pX4mnx/fw03CSn7Gfg/XLxyH38M6cpxfr+R/13chIASEQHsikCJW8Q7eXXbZxdXUlOsxgIzJixYtyt6llccxRayyMRpBjrHc/IytbyxP8x+V9s0snZ2f9zOWH5+2VsmveSxNpd8tnX1SF4SovE/Clkp2Wx76FAJCQAi0NgIpYtVzzz3n9tprL6+FUH7LxKqJExuKVUOHtnadOlR+oQiVehwTq6ZNm+a4StIUxTwIlcSq0CFyjFhljs6cJnmaMzv11FMbdV52LunDwHcTk4gnb5wji75w4We/5R0kk4vYHVikt8VgaG9Yr9jvsbjQXh0LASEgBFoTgRSx6t1333W8/NdCWcSq6dOnuxkzZriamhozrcFnilgV26CLxVnGsd/ycU31I6Efwkfkr3Ykv9BPmS36FAJCQAh0BARSxKrJkye7YcOGZdUpi1g1a9Ys/6jZdevWZbaFByliVd5HcH4szvKN/RbG4TP4Hga+2xoHn5Ffr4R+JvZ7Y+sZ/BKbkJynIASEgBAoIwIpYtXUqVP9esYupi7LnVW8NoOnWKxZsyYKbSWxKtzn4hh/wJie9xV8Z5+r0r4ZRuTPJS70M6GhpI3tnVmaSr9bOqsH/ob88n6OfLQeMrT0KQSEQLURSBGr2Jv69a9/ne1PtUysGjGioVjF9y4cUgWqMF1MrOLqyJY8BjAUbUysyjdLuLCKLbzy6WPfQ6dnDpK8QlHJzgvTWlx4jsXZZ1gHiwvzDY/tdz6LJgJhGh0LASEgBFoDgRSxKl9OWcSqfffd1x1wwAHNfgygjd+M7WHAB8QWQynpLU2RH4n5qphvyduT33gMf9exEBACQqDMCKSIVXn7yyJW8RhAfM0LL7yQN9F/ryRWmU9oTT8TM4S1g23sVfIzMZ9jdnJuGCze8g5/07EQEAJCoCwIpIhVeVvLIlb16dPH7b777i16DKD5AMZsjtmHCkNr7JtZGWG+5m/4zF/oTbpKv+fzsvVXrKxYXHi+joWAEBACbYlAiliVL79lYhV3UvH4P/vjTqsuHEIRKvU4JlbhaK655prCF99XurOKJsAhcfVH//79/Z1VjTWLOcK8Y27snMYWYDEhKVaGCVL5RaiVSx3M6Vqd7HssP0vDeQpCQAgIgbZGIEWseumll9xVV12VmVIWserSSy91V155pZsyZUpmW3hQ6c4qG78Zi8NQNDY3NX3Mj1ge5jPy30M7OK70ez69vgsBISAEyoZAilg1btw4d8UVV2Sml0Wsuvbaax2+hjuMY6GSWGVjeFv5GWwi7/DxS1ZmkZ+J+bj8OVbXfN4Wr08hIASEQJkQSBGrJkyY4AYMGJA9PrwsYtVNN93kLrroIjd+/PgopJXurOIkxmr2zXg6A3tnjOlFIeYDitJafMwXmN/gt8bWPEW/W96xz7wwZft21NH+Qr8Xy0NxQkAICIHWRCBFrJo0aZIbOHCgW716tS+6ZWIV76gyoYpP3mHVhUOqQBWmi4lVOBSe775ly5YomiliFSey0DKHxKctvPKZNsfp4gSLrlZvzOGGQpLZV2QXdpLe6hCeW2QzacJ0+brquxAQAkKgtRBIEavK+s4qHjPLX5GfKaNYRbvZ4s78Ar4gH8JFWZGfyp+j70JACAiBMiKQIlaV9Z1VrGXwM5s3b45C255iFWsVNuvwJfl1Q2N+xn4Lzylaz2hNEm12RQoBIVAyBFLEqvp3Vm19fHhZxKpKfiZFrKI5Qp+AX7ALpPNNVbQHlU+XzzP0GfwW+ofY3lml32PlWVx4LnExv0U9JFgZYvoUAkKgrRFIEata951VffrUi1XbbtvW9St9/qEIlXocE6see+wxfyszjiUWUsUqzsX58c6qooUUaZridEmPA2zMucUcLueZo7RNxrvvvttPBGJilaUNf+PYyi2yOe+cKVdBCAgBIdAWCKSIVVwZMnv27Kz4stxZhe0sPHkpcSyUUazKL6xMlCpaUFKv/DmxuipOCAgBIVBWBFLEKt7VwfuhLJTlzqpRo0Y5fM38+fPNtAaf7SlWhYawdjA/kvcZMT9ja5TG1jOWhvwUhIAQEAJlRiBFrOLdg6xnPvnkE1+VsohV+Mgnn3yywVorxDpVrOIcxnv8gfkB8wthfvzWnAvh8n4mzCO/d5YvI/97aE/sOGU/zHwbaRWEgBAQAm2NQIpYxbvUeQ+hXeTWsjur9tyzXqziuIuHVIEqTBcTq3bYYYcWvbMqbAYTq4grclx5hxienz8mDxOM8r/Z91SH2thCDmEqP0Ewp8pvRWVgXyhwmU36FAJCQAi0NgIpYhWbiHPnzs2KLotYtc8++7j999+/VO+sykD69EKL8Pnt4fjfWLrwN46Lzsun03chIASEQBkRSBGr1q5d6xd3Zn9ZxCreWYWvef755820Bp+VxKqi8Zt1S36NQMZNTW/G2JrinXfeiV5EZ7/zGQux9UxT1laxPBUnBISAEKgWAiliFZuIrGfKJlb17t3b7bbbbi16Z5XhjA9hL4kxvWgML4q3PIo+Qz9CGXaxQ/6TfaxKvxeVYfGcz1+lkJquUj76XQgIASFQCYEUsYoxeN68ea0kVnE3lT0GkLusungIRajU45hYxRXt3AK3fPnyKKKV7qwKnSiOkTurCEUOKUwfLfDTSM4PrwIpShs6Y0sTi2us3EpiVWxhGIuz8vUpBISAEGhtBFLEKh4DuMsuu2RFl0Ws4or3Z5991i1ZsiSzLTyodGcVaWM+JRZn+cZ+i8WRPu8zijYhw3Qxn1J0ntmkTyEgBIRAmRFIEavK+hhA1jL4moULF0YhriRWcVLMR8TirIDYb2FceGznmB9JEassLZ8WYr4nto6x9PoUAkJACJQJgRSx6qmnnvLrGUQrQlnurML2kSNHNrgwMMS20p1V4f5Ra4lVjfmZ0HeYnTG/Yr/xWen3MC3H+fJj52t9lEdN34WAEGhLBFLEqtZ7DCDvpzKhik/eX9XFQ6pAFaaLiVWVYKwkVpnTxVHhnBCr+OSOKBZU+RBbZOXTsOhKEao4rzGHiE0Es5F8YyH2O2nDu7ryNpF37ErLWP6KEwJCQAi0FIEUseqll15yV199dVZUWcSqzKCCgxSxKu9X8CXhGJ3PuinpY34kn78ttGzcN79hfoby834ib5O+CwEhIATKjECKWDVu3Dj/UnirR1nurDJ7ij5TxKqm+A3KqZQeP8KV7HwSzI+Y36jkZ/Lpze/k1zPkZ3kW1V/xQkAICIEyIJAiVk2YMMENGDDAbdiwwZtcFrGqEn6VxCrOZ6xmn4s7xzjmk7VFbAzHR1TaE6vkZ/I2x9Y8YZpKv4dprT6h7Xm/RRqtj/Ko6bsQEAJtiUCKWDVp0iQ3cOBAx5OJCM1/DODEiQ3FqmHD2rJuHSLvUIRKPY6JVXvuuac75phj3LvvvhutdyWxipNs8RTeWmwLs3ymMacbxsXysnxjzrrIoebzCRd25kTDuHz6WFk44sZsyddV34WAEBACrYVAiliVL6ssYtXBBx/sDj/8cPf666/nTfTfU8QqEtqCzMbh0M+EfsQKaSy9peGzyI/kzw8XY5yX4jfCcnQsBISAECgzAiliVd7+sohVxx57rMPXjB07Nm+i/54iVpEwP+7z3QLH+fVBY+lj+eX9SP78/O95PxOuXcg/tqYxe/UpBISAECgbAiliVd7msohVp59+un+s+ejRo/Mm+u8pYhUJwz0l1jT5cd8yj/mc2Jqlkh+x/PiMnV/pd+wrsjH2m/klW6/l/WZYno6FgBAQAq2NQIpYlS+z+WLViBENxSq+d/GQKlCF6WJiFYu77373u27KlClRRFPEKjsR52ePAbS41M977rnHb/ylplc6ISAEhEBXQiBFrOKxQnfddVcGS1nEqlNPPdWdeeaZbiIXnkRCqlgVOVVRQkAICAEh0EoIpIhV77//vrvzzjuzEssiVp1zzjkOX1N0UUSqWJVVTAdCQAgIASHQ6gikiFVTp07165mNGzf68ssiVl188cXuxBNPdDzJIhZSxSrORdBB6OGChKYGHpPIvpuCEBACQkAI/CUCKWLV9OnT3b333uvscbPNF6u4kyp8DGDBhtdfmtl5Y0IRKvU4JlbxomQaaPPmzVGwmiJWRTNIiMRJ46xx2gpCQAgIASHwlwikiFW8s2rXXXfNTi6LWLVu3TrHX5GfkViVNZkOhIAQEALthkCKWFXWd1axlsHPbNq0KYqfxKooLIoUAkJACFQVgRSx6umnn/brmZqarXtDZRGrKvmZpohVzQW9JSJXc8vUeUJACAiBjoRAiljFmmfvvffO3qnefLFqwICGYlXBy3M7EoAttTVVoArTxcSql19+2b355pvZsxrzdlVDrOLKEK4QURACQkAICIE4Aili1bRp0xqMpWURq3jHyRtvvOFW8v7JSJBYFQFFUUJACAiBKiOQIlbNmDHD/e53v8ssK8udVePHj3f4muXLl2e2hQcSq0I0dCwEhIAQaB8EUsSqOXPm+PWMXXxQFrGKJ0S8+uqr2eZmHsFqiFVc5M0TiRSEgBAQAkIgjkCKWDV//nw3cuRIV1tb6zNpvljVt2+9WLXNNnGLulhsKEKlHsfEqt1228316tXL8fioWKiGWBUrV3FCQAgIASFQj0CKWFWfeutRWcSqr3/96+4b3/hG4eOZJFblW07fhYAQEALVRyBFrMpbVRax6uijj3b4mhdffDFvov8usSoKiyKFgBAQAlVFIEWsyhtUFrGKR83ut99+rqXvrMrXT9+FgBAQAkKg9RBIEavypTVfrOrZs0/2rIYAACAASURBVF6s6t49n2+X/J4qUIXpYmLVlVde6YYMGeJmzZoVxVFiVRQWRQoBISAEqopAilj12GOPucMOOyyzqyxi1fXXX+9+/OMfO+78igWJVTFUFCcEhIAQqC4CKWIVj2c66KCDMsPKIlbdcsstDl8zefLkzLbwQGJViIaOhYAQEALtg0CKWPXcc8/5i9zsiveyiFW//OUv3cCBAwsv8q7GnVXt02oqVQgIASHQcRBIEat49yA37dh7A5svVm2/fb1YhXCl4EIRKvU4JlZVglJiVSWE9LsQEAJCoO0RSBGr2EQ85ZRTMmPKIlZlBhUcSKwqAEbRQkAICIEqIpAiVrEZ17t378yqsohVmUEFBxKrCoBRtBAQAkKgigikiFVjx451J598cvZ4prKIVZVgklhVCSH9LgSEgBBoewRSxCoeHX766ae7FStWeIOaL1bx6L9u3bb+8UhAhVYTqy655BJ/JeLMmTOjqEqsisKiSCEgBIRAVRFIEavyBpVFrBowYIC/EnHq1Kl5E/13iVVRWBQpBISAEKgqAiliVd6gsohVN954o8PXTJo0KW+i/y6xKgqLIoWAEBACVUUgRazKG1QWserWW291V1xxhZswYULeRP9dYlUUFkUKASEgBKqKQIpYlTeoeWLVwoX1QhWC1aBB+Xy75PfUu6nCdLE7q3beeWd3xBFHOF4YGQsSq2KoKE4ICAEhUF0EUsSq6dOnu1GjRmWGlUWs6tGjhzvkkEMcV7DEgsSqGCqKEwJCQAhUF4EUsYrHhnMXr4WyiFVHHnmk23///R0bobEgsSqGiuKEgBAQAtVFIEWsmjt3rl/PbN682RtXFrGKu7322Wcf98wzz0RBk1gVhUWRQkAICIGqIpAiVi1YsMA9++yzrq6uztvWPLEKEcXuquJz2LCqVrSshYUiVOpxTKziWcA00JYtW6JVlVgVhUWRQkAICIGqIpAiVt1///1u9913z+wqi1iFj2nMz0isyppMB0JACAiBdkMgRax69NFHXffg/cFlEavwMaxpitYzEqvajVYqWAgIASGQIZAiVo0cOdKvZ9avX+/PK4tYtWHDBu9nTETLKvXpgcSqPCL6LgSEgBCoPgIpYhVrnn333dctWbLEG9g8serFFxuKVSNGVL+2JSwxVaAK08XEKh7LNGPGjOyZwPmqSqzKI6LvQkAICIHqI5AiVr355puOR1RYKItY9fHHHzvu+qqpqTHTGnxKrGoAh74IASEgBNoFgRSxiicx3HLLLZl9ZRGrWMvga9atW5fZFh5IrArR0LEQEAJCoH0QSBGr3n//fb+e2bhxozeyLGLV7Nmz3bRp09yaNWui4EmsisKiSCEgBIRAVRFIEavQQW677Ta3du1ab1vzxKr7728oViFeKbTaO6t4PNOJJ55Y+Ix3iVUimxAQAkKg/RFIEavyVpZFrOLxTMcdd5wbP3583kT/XWJVFBZFCgEhIASqikCKWJU3qCxi1UknneTwNS+//HLeRP9dYlUUFkUKASEgBKqKQIpYlTeoLGJV37593aGHHurGjBmTN9F/l1gVhUWRQkAICIGqIpAiVuUNap5YNXRoQ7Fq5sx8vl3ye3jHVOpx7M6qU0891V144YWu6MX3Equ6JL1UaSEgBEqGQIpYhWO++uqrM8vLIladc8457txzz3XvvfdeZlt4ILEqREPHQkAICIH2QSBFrOLdg/37988MLItYddFFFzl8TdFFERKrsibTgRAQAkKg3RBIEasmTJjg1zM8do9QFrFqwIAB7qyzznKvvvpqFD+JVVFYFCkEhIAQqCoCKWLVpEmT3MCBA7M7ZZsnVg0Y0FCsWrmyqhUta2GpAlWYLiZW8Szgxp7xLrGqrAyQXUJACHQlBFLEKt5Ztdtuu2WwlEWswsc05mckVmVNpgMhIASEQLshkCJW8c6qnXbaKbOxLGKVvbOq6F0iEquyJtOBEBACQqDdEEgRq55++mm36667urK9s6qSn5FY1W60UsFCQAgIgQyBFLGKNc/ee+/dwndW9e1bL1Zts01mQFc/CEWo1OOYWPXkk0+60aNHu+XLl0chlVgVhUWRQkAICIGqIpAiVrGIWhlc0FEWsYpF56hRo9zixYujmEmsisKiSCEgBIRAVRFIEavwMytWrMjsKotYxVpm5MiRbsGCBZlt4YHEqhANHQsBISAE2geBFLGKO6pYz3zyySfeyLLcWfX888871mNz586NgiexKgqLIoWAEBACVUUgRazinYj4mS1btnjbmndnVa9e9WLV9ttXtZJlLixVoArTxcSqHXbYwfXs2dO9/fbb0epKrIrCokghIASEQFURSBGrli1b5iZPnpzZVRaxap999nH7779/4WMzJFZlTaYDISAEhEC7IZAiVnFxG4/OsFAWsYr3iOBr2EyMBYlVMVQUJwSEgBCoLgIpYhUbiO+//362iVgWsap3797+CRZcgBcLEqtiqChOCAgBIVBdBFLEqtWrV/t9s02bNnnjmidW7blnvVjVo0d1a1ni0kIRKvU4JlaxqHvllVfcqlWrorWVWBWFRZFCQAgIgaoikCJW3Xffff6xGWZYWcSql156yTFpKLqDV2KVtZg+hYAQEALth0CKWDV8+HC34447ZkaWRaziHSJjx47NHueRGfjpgcSqPCL6LgSEgBCoPgIpYhVPZNhll11cTU2NN7AsYtUbb7zhsH/RokVR4CRWRWFRpBAQAkKgqgikiFXPPfec22uvvbJ1Q/PEKu6m6tZt61+fPlWtZJkLSxWownQxsWrdunV+IlD0jHeJVWVmgWwTAkKgqyCQIlaxUXfllVdmkJRFrGKxyV+Rn5FYlTWZDoSAEBAC7YZAilj12muvuUsvvTSzsSxiFT6GNY1dIZkZ+OmBxKo8IvouBISAEKg+Aili1VtvveX69+/veBwgoSxiFe/QaszPSKyqPp9UohAQAkIgj0CKWPXee++5q6++2nGHFaF5YpUJVXzy/ioFj0AoQqUex8SqAw880J188skNHukRQiyxKkRDx0JACAiB9kEgRaxCDLKFHVaWRazq1auXO+GEE9z48eOj4EmsisKiSCEgBIRAVRFIEat4tnvoZ8oiVp1yyinu6KOPdi+//HIUM4lVUVgUKQSEgBCoKgIpYlXez5RFrDrnnHPc4YcfXvi4WYlVVaWSChMCQkAIRBFIEavwM7y3yt6N2HSxqra2/q4qxKoBA6LGdMXIVIEqTBcTq4455hjXt29f98EHH0RhlFgVhUWRQkAICIGqIpAiVjGOP/zww5ldZRGrvvWtb7kzzjjDTZw4MbMtPJBYFaKhYyEgBAyBDz/80N122232VZ9tjECKWDV16lT30EMPZZaURaxiExFf8/rrr2e2hQcSq0I0dCwEhIAQaB8EUsSq6dOnu9/+9rfZnbJlEasuuugi981vftM/cjaGnsSqGCqKEwJCQAhUF4EUsWr27NmOR5tzxyyh6WLVzJkNxapBg6pbyxKXFopQqccxsWrBggVu8eLFDa6SDKstsSpEQ8dCQAgIgfZBIEWsKus7q3i2O36mrq4uCl6KWMW7Fbt16+bfsRjLpNLvsXNaI44JznnnneduvPHGwuzYcN9jjz28/dQh/8f5NlEqzKSdfwDfxuoYmmeYhPU86qij3LJly7JklibMsyllZBk144ByaA/apQyhWvUuQ12t3StxHq7AmZBD4NRYYGMrz7PG0ttv+fMq9deQs1YfszO1/NTzKMvyLuIsuFgaPqlPc0OKWFXWd1bhY/A1tVzoGAkSqyKgKEoICAEhUGUEUsSqp556qpTvrFq6dKlbuHBh4ZxdYlWVyaTihIAQEAIRBFLEqpa/s2rKlIZi1f33R0zpmlGpAlWYLiZWcYXkjBkzChd3Equ6Jr9UayEgBMqFQIpYNXPmTMdCyUJZ7qz6+OOPHVdJ2ouSzT777CpiVUs2kQ2r9vi0jfVwk77IDts4z6e1TfciwaEpZRSVnRqPDUUb/6l5tFa6ata7tWxuST5W38bEKhOL4AzH3FllvCrij52TKhZZHZpyHvaEvLG6hFznuJINqeeRV4gT40dYPnXIc9nq09yxJkWsmjNnjnv22WcNQleWO6tYy+BreJ9ILEisiqGiOCEgBIRAdRFIEavmz5/v1zP2rtuy3FnFlfjTpk1za9asiYImsSoKiyKFgBAQAlVFIEWs4gI31j12MXXT76x68cWGYtXw4VWtZJkLC0Wo1OOYWPWVr3zFHXHEEYWPZ5JYVWYWyDYhIAS6CgIpYhXP3LWFHbiURazq0aOHO/jgg924ceOizSWxKgpLaSJjm+sx4yptlDe2kZ9aRqzcpsblN/iben5rpq9mvVvT7ubmZfUNRZh8XggtJvjAKXsMYF68sfMsT+4qsvPst8Y+m3JeTCyLiUd2R1hjYlHKebHyzF5wIFhZ9t3qGuJncamfKWJV3s+URaxiLYOvYSM0FiRWxVBRnBAQAkKgugikiFV5P1MWseqkk05ye++9t3vmmWeioEmsisKiSCEgBIRAVRFIEavyfqbpYtWIEQ3FKsQrBY9AqkAVpouJVddcc4376U9/6rhSJBYkVsVQUZwQEAJCoLoIpIhVDz74oF9EmWVlEat+/OMfu5tvvtlf9W62hZ9tJVaZeBJ7RJZt/Ia/hcdsFltg8zf8LdwctnzCODvPPs2OxjawLS2fKeWxgc/GPHax8f/CCy/478SbrVYH2/i2+LxQYHWw3/m0+tiGuP2Wv7MjtJtzGhMLuJN77ty5fpPdyuScWBmjR4/2d5HkMTMsrW5h+RyTH/W7++67MxzyNnNuPs7ytXryGZZt5/BpuIc4mR2xfIpsjdWb8wmGT2hPUT5WNp/UPzwnbGuzjcfrNFYH8qGsonz4HWzIg3RgaWlDzEiXr2P//v19+4R2kS4MljfnYrOJVWGa8Jj01uaN8S88h+PU86wt8jYb1/g9DEXxlqbo9zA+xMDO4zOMt/bM86IoPsyn6DhFrHr88cfdrrvummVRFrHq1ltvdfiaonfwSqzKmkwHQkAICIF2QyBFrGK8RhQy/1oWseqOO+5wgwYNcu+++24UP4lVUVgUKQSEgBCoKgIpYtXzzz/v9ttvP8fjXQlNF6t47F+3bvV/BS9nr2rNS1JYKEKlHsfEqkrVkVhVCSH9LgSEgBBoewRSxKqRI0f6F8ybNWURq8yeos+2EKtiG7a2AZ/f3DW7bGM93JRmAzkUNiwN8QTbyLbvllf4abaw0VwpFJVnNll5iANhPaxuls7KocwwrZ1v6fLfOc/qaPZamsbqaGksXyu/6NPSW55F3/P5hZv1sbzJj/qG53FO2IZgFX639onhaXGGbyiGWJzhZPnYd+wjTVhW3uZ8vfnd8A/rkC8rnw/fqXtoXz5vsy/kg5Vl7UA+2B+msXxCeyxNLA5bCVZemHesfXzi4J/VlbTk0ZhYFeKLTWH9gyz/4rAp55k9fFowTMK62W/EFdmReh55hNha3tTR+BTWwX7n03AnbVNDiljFM955wbyFsohVZk/Rp8SqImQULwSEgBCoHgIpYtXYsWP9esbeQVgWsaoSShKrKiGk34WAEBACbY9AiljFE3/OOOMMt2LFCm9Q08WqIUPqhSpEq5kz275mHaSEVIEqTBcTq773ve+5q666qvCKd4lVHYQQMlMICIFOjUCKWLVp06bsKkTAKItYdfHFF7vLLrus8Ir3pohVbKI39mcbyrHN3sY2iu23cJO5aNM33Ly282Kb1kZIyydmd7ghbemsDnZ+rLzwPNKFaey8mBDBb1YOm9mWprGN7ZQ6Wj6N4WB28ZnPM/+dNOHGfOycMD87pvywDWPngZVt+PN7Cldi+OZtzudrNjX2mc+DtNQ7XwezMxbPb7F88uWG7R7+Ftpd1I75c/NtQ352rnGpsbbI8ze0h2PyCPuL5Rmmy5dHmiJ8mnue4Zq31+JjfG/MjtTzYpykDmFbhceN1S/8rdJxiliFnwnfP1gWsWrAgAEOX/POO+9EqymxKgqLIoWAEBACVUUgRazikeb4y08+2WpaWcQqfPMFF1zg3njjjShmEquisChSCAgBIVBVBFLEqno/s9XRNF2sGjSooVhVW1vVSpa5sFCESj2OiVXcYn3ccccV3s4ssarMLJBtQkAIdBUEUsQqHufKItBCWcSqnj17uiOPPLJwcdcUsYoN2lggns3t2O/2m21+F20whwIGZbDpnI8jPtwkb2zz2ezMb/RbfP4TO5tbXuxcqzefYcjbDB5gU7TRn08f5mXHhkkMW0sTfubzzH8nreVpQoXhmK9PmC/l54UFfife6hfDyvIwzPJciZ2Tt9ns5dzm4mC2xuoQs8Hs5hOcKDvGIX4vws/iOd/qz2cY8nUlreFp6az+/JZPb2n4LGqjMI0dW52sPfhuIZ9PzCZLG3425bwQmzCPxurXmB2p5+VttLJDDoTH9jufYTuE8SnHKWLVvHnzHI/OsFAWser44493hx56qHvppZfMtAafEqsawKEvQkAICIF2QSBFrFq4cKFfz9h7eMsiVnEV/oEHHugQpWJBYlUMFcUJASEgBKqLQIpYtWTJEsddvBs2bPDGNV2s6tu3oVhV3TqWurRUgSpMFxOrpk2b5mbOnOnsNut8pSVW5RHRdyEgBIRA9RFIEat4Z9U+++yTGVcWsWr69OluxowZDa7Gz4x0zrWFWGWbzOEmd9FGcdEGfX6j3PKyT34vyjOsn9lC+sYCv8eEhnDzuai82Ma11cvszX+yIW4hnzYUIorKtHP5tDQxkSVMZ8eW3mzIf7d04aY9+IR2WZrwk/SWZxgfnpvHytrH8CFt3p78OeRtafJ1pnzLi8+YPWab5WFp7Hs+T9LHbLB87DNfl5BP/IZozGcYQn7leRDWI6xLiKflZflQl/DYfrdPzo3Vz34PP7GVxwAaLtb+MSxiNoV5cdzU88gzxNDyM3us3SyeT+LMzjCe49TzyCOGUWhPrC6UYRwgbVNDilhV1ndWzZo1y+Fr1q1bF622xKooLIoUAkJACFQVgRSxivG6jO+smjNnjn8a0Zo1a6KYSayKwqJIISAEhEBVEUgRq7jwrkePHi14Z1UoVm27bVUrWPbCQhEq9TgmVrG44yrJurq6aJUlVkVhUaQQEAJCoKoIpIhVr7/+urvlllsyu8oiVrG4mzt3buFFEa0tVtmGcH6z1+LDDWbb2A3jDMCUze9Ynna+fVoZlTaPizafbeOf84vKi50bizObGvs0e23DvajMfB6V8LJ8Y/UoKsPqMHHiRL95H2un0I6iTX7irT6WJ/ZYuZW4Ep5j5RWda7/zSV1DkSf8jWPLI6xXUR1iNuTzC78bb0xsMfzJJwwWj62pZcTa2srD/li9rMyi+vG7nWftgW32zqrQNvLIC2nhd+yLhaacl7cln19RPYri7fyi38P4GL6cH8ZbuxW1Zz7eym/sM0WsmjBhghs8eHCWTVnurGItg6+h3WJBYlUMFcUJASEgBKqLQIpYNWnSJL+e2bhxozeuLHdWLViwwPEUi6KLIiRWVZdLKk0ICAEhEEMgRaxiHXXrrbe6tWvX+iyafmdVnz71d1Ztv33Mji4blypQheliYhWPZzr99NPd+++/H8VSYlUUFkUKASEgBKqKQIpYlTeoLGIVj2c66aSTHJucsdDaYlW4aR6WZ5u7bAoTLJ1tjIdpObb0+U3fMN42tC3PfB5hPkUb6HaO5ZtPR/lsxPNZVB6/mShh+Vn98vkVxdt5fHKO5VdUZpie4yL7LR0YFeVZVIbZ2r9//+hdQZa3fVKGiVIWl887xMryz7ef1cXiw3Py+Rbxh3RWdlEa+93K4ZwQeyuLz1jdwt9jx9ht3LE65fkQ1s3wyKfJx/N7HmdLY3WJ2Wv1LcKDOoR5Y3NMrIrVNTwv9ntRXNF5Vh9+j4XYeZXOIZ+U88I2sbINO8O3qKxY/pZHpc8UsSqfR1nEKtYyJ5xwgnv11VfzJvrvEquisChSCAgBIVBVBFLEqrxBZRGrzj33XNerVy/3wgsv5E303yVWRWFRpBAQAkKgqgikiFV5g5ouVvXsKbEqj+Kn30MRKvU4JlYddthh7tvf/rabPHlytCSJVVFYFCkEhIAQqCoCKWLVmDFj3IUXXpjZVRaxqk+fPu6UU06pmlhlm7rhZrrFsXFvm72xzfQMvE8PSGMCC1GWj22223fLM38+34tEgljafHm2IV2pvNjmNvmzcW1ihZUX1tvyD+23OlmZnMfv4XfLK/9p4kiYn52PHdhDsDLCdEVlWB1SyiePsI2t7LANQ6zMjkpcCc/xFQjqYHZZ3fm0kNL2+Xpbm1i+5GV5G36Wv31aPcJz+I28rW5mS4iFxZHOguEd1iPMh3SksXztPLPb8sp/t/Non7ydlgef4XnYh1gVszM8x/LO25RPE/seqwvprMwQh/B8szOsSx6nML0dp5xn7RnWBzvDtiO/fFuZzcQ3J6SIVbwTig07C2URq84880yHr3nttdfMtAafEqsawKEvQkAICIF2QSBFrOJJERdccEH25J+yiFXnn3++O+aYYxq8HzgEUWJViIaOhYAQEALtg0CKWPX222+7Sy65xK1atcob2TKxCuFKIUMgVaAK08XEqizDggOJVQXAKFoICAEhUEUEUsSqhx56yH31q1/NrCqLWJUZVHDQ2ndWUYxt9rIxbn9sOttmMgthNn7tt/xnuNlrG8KWxjbjw3LCuHw1m7qBnC8vtMXqlS+PuuU3ss0OfjPb+Qw310ljm+eNpQnz4LixEMsv3HTn3Fg9ispoCn7gQv24E8vqky+bckKszBZLz+f/z957f0lxZGnD82e8v+45u/vNObuze3ZX785IoxmELEjCSAIJI7yERyABwvvGQzemvffe04b23nvvTbmuqi7vfT3fiSyiOrvIhkLSQM87med0Z2RkxI0bT0RWVt0n7g1ShsiidX3rsPvAxpPdByqPPX5cuLHrkDRbNpXB1pdLBlcdUpfqT+5THCMiIhbNfS792DoROew+ElmkDls2yaPjzp6bNI/2g46NrzxSn31wjQmXnuw6XDqRvJdhx1WPyKUY0DFht0XTvnr6gwmp+7J6VD7BkmK3VD+onrTcy3CisrnO/pBVWVlZDKa0/nIhq6g+S515smopZPh8HgEeAR6B14eAP2RVUVER3nrrLeZdSTRbLmTVy1DiyaqXIcTf5xHgEeAR+Nsj4A9ZRfaseuedd37FnlW///2CZxVPVi0aVTYJ5W+ai6wiP2qJEVShUCySTy94sooiwZ95BHgEeATeHAL+kFUulws2m82r5HIhqzIzM5GTkwOpVOrVjZ3wh6xil+fT/1gIEGP8UoZ6XyQoWUXIAP5YjAAlq15Eviyu8eaviM40DOAv1YZ6Zv3S+r+23m/Rh1+rg7/1/SGryHuG7iNC5C4Xsio/Px/kXUP2R+Q6eLKKCxU+j0eAR4BH4PUi4A9Z5fueWS5kVUlJCdLT0zEzM8MJGk9WccLCZ/II8AjwCLxWBPwhq+h7xu12M7q9umcV2afqd7/z/K1a9Vo7uNwb85egYpfjIqv++Z//GWTfKuIGx3XwZBUXKnwejwCPAI/A60XAH7KKeDEMDw97FVsuZNX//M//4O23315yLxGerPIOGZ/gQIAQUGxvHY4i3iyerPJC8VziH5GsIp+JxIuLnN/UQRaF/Rpvp9eptz9klVqtXhQ6fLmQVStXrgR515CVklwHT1ZxocLn8QjwCPAIvF4E/CGrSFgm8nuGGBPJsVzIqnXr1uEPf/gDyPuE6+DJKi5U+DweAR4BHoHXi4A/ZJVOp8PIyAgcDgej3KuTVf/n/yyQVTt3vt4eLvPW2CSUv2kusqq2thYkHBIZLK6DJ6u4UOHzeAR4BHgEXi8C/pBVqamp+Mtf/uJVbLmQVWTD+5aWFhAjJ9fBk1VcqPB5hHjiCkH3ImR4smppdP4eyaqle+PfHeJF9iaJIuLhR+bkmyTL/EPKU8ofsop8Xv/xj3/0il0uZBX5LUPeNUthzZNV3iHjEzwCPAI8Am8MAX/IqtLSUub3DPWSXy5kVVdXFxoaGiCXyznx48kqTlj4TB4BHgEegdeKgD9kVU1NDd5//33v74ZXJ6uoVxU582TVogH2l6Bil+MiqzQaDUNUUUZxUSMAeLLKFxH+mkeAR4BH4PUj4A9ZRX7c7d6926vcciGryApJsiBiqfcMT1Z5h4xP8AjwCPAIvDEE/CGrqqqqsG3bNq+Oy4WsIu8Y8q5hhyj0KgkwK+EJ+f1P//RP7Gw+zSPAI8AjwCPwGhHwh6wiC0127doFq9XKaLZcyCq9Xv/C9wxPVr3GicQ3xSPAI8AjsAQC/pBVHR0d2Lt3LwgfQo5XI6tILFg2WXX69BKq/GNms0kof9NcZNWXX36J/fv3MxtvcyHJk1VcqPB5PAI8AjwCrxcBf8gqp9O5LPes2r59O/bs2YO+vj5O0HiyihMWPpNHgEeAR+C1IuAPWUXCMrH3RlwuZNWBAwdA3jXt7e2cmPGeVZyw8Jk8AjwCPAKvFQF/yCrf98xyIatOnDiBLVu2MN5VXKDxZBUXKnwejwCPAI/A60XAH7KKvmd+2Z5VvmTVpUuvt4fLvDV/CSp2OS6y6p133sFXX32FgYEBzh7zZBUnLHwmjwCPAI/Aa0XAH7JqaGhoUcir5eJZtWrVKqxZswZkBQvXwZNVXKjweTwCPAI8Aq8XAX/IqrGxMSQkJHgVWy5k1YYNG0DeNSREE9fBk1VcqPB5PAI8AjwCrxcBf8iqqakp5vcMjciwXMgq4u1FwkZVVFRwgsaTVZyw8Jk8AjwCPAKvFQF/yCqBQACyhQYNN/vrPKt4smrRALNJKH/TXGSVUCiERCLxulkvaoQPA+gLB3/NI8AjwCPwRhDwh6yKjY3Fv//7v3v1Wy5klVgsBvmzWCxe3dgJnqxio8GneQR4BHgE3gwC/pBVaWlp+Jd/P4HaLQAAIABJREFU+RevgsuFrJqbm2PeM/RHp1fBZwmerPJFhL/mEeAR4BF4/Qj4Q1YVFBTg3/7t32AymRgFlwtZJZPJIBKJvHr5oseTVb6I8Nc8AjwCPAKvHwF/yKqysjL813/9F+bn5xkFebLqNxwnfwkqdjkusooYEKVS6aKQHmw1ec8qNhp8mkeAR4BH4M0g4A9ZRX5Ekc1/6bFcyCpiRCTvGRp7nupHzzxZRZHgzzwCPAI8Am8OAX/IKvKjju0lu1zIKvL+I++apRZF8GTVm5tXfMs8AjwCPAIUAX/IKpVKxfyeIWGayLFcyCry/iOLvJdaFMGTVXSU+TOPAI8Aj8CbQ8AfsorsVdXd3e3d6/bVyKqWlsV7VoWFvbneLsOW2SSUv2kusoqsjnzvvfeYgeLqJk9WcaHC5/EI8AjwCLxeBPwhqwgZRDaYp8dyIaveeustkJCzTU1NVLVFZ56sWgQHf8EjwCPAI/BGEPCHrCL7VdHNiImSy4WsWrlyJci7prKykhM7nqzihIXP5BHgEeAReK0I+ENW0fcM3UtkuZBV69evxx/+8AcUFRVxYsaTVZyw8Jk8AjwCPAKvFQF/yCq73c7YzeiiiFcjq2pqFpNVcXGvtYPLvTF/CSp2OS6yKjAwENHR0cwqEa4+c5FVSuEICvPzkJebi/y8fDS09EBntnNVf2N5Osk4WgeFr9y+QjiC4OsP0Dsthdvv2i5o5CJUlzxhMCG4lFY2Q2e2cUhwQTjcgis3wyHTGTDdW4Ob54OgsPnXmlmnQHt9NfILSjApUS0hvxU37oZDoFBz3H95lttuQuOTZIQnVcJqc3orWI1a9LbWeftI+llR3wmTg+juhkYhxcjwOKxO//pCBbssajQ398Du9r+eXiFA3IPbqO4X4BWq0SZf79llQW1mGO7Gl7zedl+hNd3cOB5ePoWSPukr1Foo6rJokBkagMTCvoXM3yjlNCtQlJ2MOxE5zz2Tmpl+9E3MwmT3rLxzu1yYmx7C05Kn6B+bhd3lmVMWrRzVpUUoLquH1uJYUjO32wXZrAhWtxs2kxZ9bQ0oeVoDqUr3rG03pNODKC4sRs/QlFc+W6BGNouyoiK0dg3BbPc8PzajCo2VpSgsqYHm2Wel3azHYEcTSp5WQzyvwTNV2aIWpf0hq0h4phUrVnjrLReyKiQkBOHh4SCxgbkOnqziQoXP4xHgEeAReL0I+ENWkXfR22+/7VVsuZBV5LcMeddMTk56dWMneLKKjQaf5hHgEeAReDMI+ENWEdKH/J6hHkzLhaxKTk7Go0ePMDo6ygne35Sscrtht1mZEIRm64Ldze1ywmjQg+S5XvJj0umwwWgwgNgH2UXJ72eb1QKDwQD7K9pxOIH4G2SS3+h2mwV6vQEOl/s5m8CrN+mGy+mAyWiAyfxy7F5dvm8NN5wOO8wmE4xmq+9N/vpvgACZM1aTAQaTBU72hP8btPVqIj1zwWQ0wmSxw+W0w2w0wGy1vWE93XA6HV5Po1fr0/Iq7Q9ZVVtbiw8//BBKpZJRnierfsMxZJNQ/qa5yKqXqcRFVjlsRtw+uhERVSOQzIwg4u51PIwrgtV/ruFlzT5/322HVCSFWql//h5HjqC9FOHZzRx3OLKcNigVcxApTXDYtAg6cQ4NgzOLXuIctRZl2Q1yJERHIDT5CeRyMUIu/YBr0dyrO23aKRzcexECpQYmvQgnNu2H0Pxy8ExKEcqKClBR24KqrEgcuBjK+YFm087g+LFrGBXKFuno94XbhYn6NJy/kwWzhf1lyIGWiizcDQlH79QcZKIpxN0+gT3nomBxOTE70ocnuSXQWj3EAbs9h9WKufEpGDm+ANnUk3jwMIXzHpFhEA5gRrOgB8lzOqyIv3MWmU2jrzRObJ38TrsMGOiafmFxvXAQs9rFOi5UcGGuPQPbzkUuZC2zlNNuQcqFvYiseXE/l1Tb5UR72jVcDK5essgvvdFdlIva7hFMzIhZIlyYGetHfOAlnD57BheDUqC3OjA3WI2o1HKM9rXgYVAQKjvH4TRL8eBRNKaEEvRUJOPig2wsnqFOpD6+hD07tmPn9p04G5QCs1mDpppylNd1orU4GZcfpUBjsEAz1YjguCeYGu5GVMhDPG0bY+kEOLQzuP8wAbNTo0iKCkN6cQtsZgUSEjIwOjmL7pIoHLoYA7NFj46GChRXtaGjLBMBj5MgVb34s80fsorEeCebzNNjuZBVVJ+lzjxZtRQyfD6PAI8Aj8DrQ8AfsooY49auXetVarmQVV6FlkjwZNUSwPDZPAI8AjwCrxEBf8iqmpoafPXVV96wrsuFrHoZTEuTVW6Q39pzMxPo7e7D2Ng4xsdGMDw8jnmVDg4O+8hzbbld6K3OwKFt3+BG6QRz2+VyQjbajLPfbcCBB9WYmZyCXKllyJzn6gOQjzXgx+3rcSFvAFZmsbGnlMtuRmFiMNZ/sBqVk4ZFthWbUQPBxBiGh0cxNjqCwYF+DI+MYWJsFP29I9CarIvKc7X7W+QRg35VZijWrvgWPWrbc21aTXrMCWag1PtLBLlhFvcg4Mhm7DmeBqtt6cWsS+lv0ashEYmgNnItUPep5XZBM1mPaz98iz33C3xu/p1eun8JaegG9Zj8W/aakLgWrQjhl3/A5gPXYbEvjC9zj8wXsQiTkxIs3FmsESEzrWYT9Ho99DotNEoZVEb7L14ob7cYIJOIIVMboJ+oxbnvv8LPQZXQzY0g4OgOfHY+D5oXLKperN1vf0XI7KmOYtwtHYbFavcSwnaLEQqpCNMzYhhMSz9fr2Nc/e21P2RVS0sLNm3aBLXa4+DBk1X+outHOX8JKnY5LrLq+++/x+nTp5dcichFVgEu3D26DrHtMsBpRl1OAs6fvg+ZacELx48uvEIRN8zKGcRHxqC0pht252JTM5cgskLE+SzOMdd9dp5JJUJuYgTSy/pgc5gQcuYSGl+RrHJb1EiKj0F4RjnzgVcTdR0HLqeym1lIWyT44cBlCMiXCYcKZ7b6R1YNtlUhIiYWkwozXE4TBrrHuD8srVKc/unGLyerAIjacnHxXvYisop4T3VU5yEoKhZTSgvjTeUwzuCbP/4vysY1zIuHulEudNaTmheMIyQgAJ0zSh+igNwnLD733HE7LCi4ewzBxb2LvlSROqkPLyGreey5Lyu+bf+6axdkA6XYfeQBNEbS5+cPt8OM/Ls/Ivxpv4+OC2V1w0+WNVkFtwPZVw8hsvoXklUAhvPvPCOrPKsyHA7PmNpt5Avly8nYBbQWUk6bCXG3zyEyvwZ61svbrptDVnoq4kMeoaK1DTlFVbDa7Yg8vwvpXVK47XpkR0UjJrYQc6O1OHjhMTN+Zt0ETh69icVfKR2ISkmASqtlVpI4nE6Ix/uREBWGQakRTs0E9mw/jVGZCnHndqNgQAm3TYu8pHg8iipYRNK3xlzA/bx+uN021BdkIDgwGh2VOXiYWMp8eXbb57Dv4w1o7B9BQtgD9IgNcGqncWTfBXRPSbxfChYQWEj5Q1aRjYjlcrm30nIhq44dO4YTJ05geHjYqxs7sdzIKrJi8uTJk94VnWxd/57SpB//+Z//CbIS9B/haGxsxO9+9zvmb9++fX/34/ePMGakj77PGxlHMm+XWrn8t8CFrN4mzzxtk1yTOXT16tW/RXPLVqY/ZBXBhv2eWS5k1ZkzZ0DeNb29vZz48mQVJyx8Jo8AjwCPwGtFwB+yiuw9SPaHosbP5UJWBQQE4NChQ2hvb+fEbGmyCnA5LRC2ZeDdf/8KNcPjGBtsxg/rPsKmk1GQGZY2AC805IZVL0dcwAGczR3y2GHsWgQGPcKcZAqtwyKE79uCO5mtS5JVLqcVpYHf4URGD8zPopIQ+cQDRacUY/e6VSga1S2yrZiVffhpw06k1/ZisKsBq997G8nVPRjvb8DBzzagRmKEP1zbQj9+WYroqFdPYNdf1qFd8TxBZpKP4PuNm1Er0PndgMthRWfqZWw5lACzdSnKYmlx+plG7N58AD1q/8bPYdVjIPsiNl7NWFro38kdhvBRiqEwObntkUv0w+0wYVaihfVZ9Jkliv3qbIfVgpLrN1E3JsHIwBCcLPux22VCSfh5bPpiPVZ8cAuaJcxUVr0Qj/d/i2++3oSt32zClg3bUT9jfKX+sjvi0E8jYOcOJPco4LAaUR10EIdvlDD2p+GSQHzyUwaUbyhaGSHSZgcbcOHIDqxesxHBCcWQG8hCfDd6isKx65v1+PD93RiVLrW42g25TAKbw/lCexYbj79l2h+yimyfQd4z1H79amRVXt7iMIDkmj+8CLBJKH/TXGTVf//3f2PNmjXo6+MO3/ViskoKh0WL0tQYXLseibK8WOzcuQ/H9u3A+ZBySIabEPwoDI/u3sa1gCC090+gMT8Cm3b+iMSEWFw/9QN+PB8ChcmG6ZE+ZCbF4eGdazh3JxoS0SQubv0Em/edwJmTPyEhMxsnjx5FYFQOWstS8NE7q/GkR4j56X5cPXYIyU+7QekOl1WLtLvHcfDaE9hMKiQ9uIxd+08hIeoRjhw+i9quce9Llbz4RIPNOH9oH26F50KmmkfImZ8QGBaDiMCb2Lp5F7qFejisBnQ3VSM+MhxXT/2M6IIm2BwLpBlDVsVF43HiE0hFYwgMuIGWcRncTjt6awoQERWFaxevIiW3Cnqd8DmySmB2Qj4ziryUeIQHP8SJH0+gpH3cO94kIZ3owbWfj+HK3Uj0j81AzzDbbggGGhD6OAK3L13AvbBEiOWzOL3vR0TFxOHBjTPYvuNniAwOGJRilOWnIyw0BOdOnkRMQRND/ImGGplxenjnFgKuP0TXiBhCv8gqopUDl/Z8jHtpbSiMD0fAlWAoTAbUljxBQmQIju7Zg5pJLXrqC7F38zfIKG9FV10Rvt/1PY4d3o8DZ4PRVRKJtZvPwex2QjDSj4y4GDy8eRk/XH6MiZE+/LjpAxwPSsGMdGEvHg9ZdQ6XA6MQHx6E3d/uwNMeMeB2YmakC9GP7mDvjh2IK+mEw+VEVWYCIsJDEHD1BirbF4eIcVvVyAh/gLMnjuP0hTsQaBeoDLfdgKKIC/jwq6No6ZuAQS1DZWEGQkNDceHUKUTl1EA+O4Zjmz7CqUfpEMi0UIinkBEXih/3fYcb4fnQm23gJqvckI52IOzBPfy0ewuuRJfCZtais7YYwY8f4vjJALQNTWOyrQyRsfG4e/UsbsUVw6JXoKGiGFGhoTh9/GcUtY7CpBhD6MMIPLx1E7fvRUE0J0DZkxyEPLyLfYevQ2ayQi0eRlx4JB7fu4k7gZEYEakw29eMzLQURIU/xsaP/uxDVjnQWRyPtV/sRMuYBJKxFny/eQeq+6cx1d+K0DsB+G7HXuTV98LmdDNk1YVHFZjtq8fln8+iuG4UU71V2LFmH/pE83C7bKjPS0N0VASuXg5AZkkjrCyXbJfdiPz4KESGh+H6xcuISSmGUDiDWye+x7mgeAgUBu/z4DDIkRTxGGeP/oDUp42Q6yxww4X7P32NuIYZOJ0WVKTHIyY6FQqlED/u3IaAkFSUpkUjq4p8wWcfDkRGh2FcIIRKqYLRbMFodyMe370Hkd4JOJU4v+kwOqcFOP7Fx+iS2QC3BdUZaQgPSobOuzLNjQfH1iOxk4RSdKGzphDBwSGIjQhEcG7Vs/CDFpzbuRapZY0IunYNszoH4FQjYPcJNA7MvvDl7g9ZRdyY2YTQciGryL6In3zyCdra2tjAe9PLjawiBur/F8iOfySy6h+VXPA+RH/HCd/n7U2QVb5t/qPOJ3/IKrICcWho4T26XMgq8luG7FtVV1fH+TTwZBUnLHwmjwCPAI/Aa0XAH7KK7L9Lfs9QI+JyIau2bt2KP//5zygrK+PE7EVkFbFRWGXN+OD3mzFBws4Rm0V5ID54dxtaZjw2DuIpZbNamcVWNvuC0Zd4eJAwfUbtPJJvHcaZ3CG4XQ4Y5O3YuPknKHQG2GxWqKUiqPUmhmwiRB8JO2exmGGx0oWjLtSEHsBJSlYxZRywWszQqGT47stPnyOrbIZpPMmtZULb6+anseaDd1A2pgbcLvRXFKJz3gizxcL82R1OZswcdhvMZgusdgcTas9iNsNisTGLk8kiVkJGkn3J7HYbiMHY4XCAlqGhDImNjsixEDnMwlcSBlCK/SvXo01mhImRaYXD6WLINpvVBLlYCIPF7um32QIH038LLBbSxgKedPDcTgeG825hq5esIpgRPCywWK0g/WFC95G2iKfJs1CMRH+y343FbIBsbg7mZ9tm0HCK5DskqUvJVkLsMCEc9RqMFV7FhiXIKlqOYGezO56zCxD5BD+CHfljMCNjS8IiupzMOBKsGHwJ9i5PqEPSH49Mj7WUmRekfzaCvwcfRt9nwPj2g8xLoj8ZK+bPYoHJoEPNoxNIaRUy4evIPCPzgOBMQsmR+UowZIffIzpqJUPYeDQJYrXBO3bMODEY2zxEkNsTlpKOm8NuZ9olOj53MOEhrQwWViaMnmc+GHUqHP16KyrHVAwxxl437ZlbFsz0PcHKv1yFegmyyqwaR/Dh06htbEFrayva2/uhty8u7BkzG2xWz3z2zFc7CIYM7gQTZo66YbeaoZDNMbZB4mnZEnaMIavI/ZmaUKw+nsmQVWTekD57x5etPLEyEY8vq/XZPCB995kvdJ6SfJudceBgMLR4niUyPxZ7c7oxP1SKExfuo64yCxdTaxBxfBeann0uOe02qAUd+OSj3RiSPE8GM8+FRY/Yu5cwpNA8I6w8c4/Mg1eez6z+sj/DyIJyz2eC+VkoU4KT5/PS87wtzA5/yCriMUdsJeTzhxyvRlaRPap+97uFP7KHFX94EfCXoGKX4yKryMoQQlSRGLVcx4vIqqiGKQx2NiE65DEaBwSQDVThzoNkCCXz0Ok1uLJtM9rnzCAG/3zidRSdDeFQFU4EREFrMMNh0+PW0R1ILWtHVlwkknNqIJXM4P7pi+gWKFEQcAAhT8dgt5igEo8iNiYW9V0TgNuGsFPfI65hFjqVDCkxSVD77Pk0WRmJQwFPAKcN3Y1PcDooBS64UBj3AKlPG2C0LRBNBpkA2SEPUdI0C8CCkDPnUdc/zXiDFN39CcF5A5gZbEXY40DU901htr8GP12PgIEVb5YhqyIe4uCP5xETFYn7N68j/kkLTOoJ7N/+E0ZFc+ipK0VcQgbGpkefI6tmNBoU5qQiIbuCIdJmGzOw5cSjxS8ptxOSqSEkhwdi386dOHcrEWanETf37UK72AT9vAzT4xMw6CU4fTQAwwKP0fz+iW9RMCBFc3kxwsJSoXe4YRS2Y+OOs5g3aXB15zZ0MOOkR3Z0JKLjCzDalOOHZxWZMS5c2/cpHucNYLC1HqF3QiGbn0VYWBxKq5rQXVuGCY0dirkZ3L9wGlNaB2zzo7gSGI6+cQH0eiPc+mFs3XwOWp0M+SmxyCxpg9tlRFfHIExmK8JPbUJS54K3iGeeEs+qC0hrHGG+kPUUPMLl0BLA5WBengqFCt2FkTh7Oxs2uwE3ThxHXWcP+vv6MTGlWDTV7UYtFCo1pkb6EXrrCioGF7cla0/BzvOJgNuO7oZKPAiMZQgKk7gbO0g4R5UOYae3IrV7nsHDYjZCqVBC2FuOgxceYl6tX5Ks0ms1UCmVUE7VYd2Wc5BLhciPC0NeVRtqm9shVaqQ9fgWkp82Y2R0CO2dfehrqETo/WAMTIvRX5WGgJBCTDck4UxgBnp7BtDd1ofJ3hYkxSehprUXT2saYXHYGK+jhJohiMkcSk5EQUkxbtwJxsi0J7xebsDznlUu6zwuHPkZ7VMyGGV9CArNgcPpgFGngVKlwtO4QNxLqWC8nqhnlUkhQE5cJIrrxgG3Blf3nMOgaB5mQQM2H7gM8dwcmiqLEJ+cChGLGJQ0J+HApWRmzouH2/H4XhAa+wRIf3QZWU0ji77skHknGu/BrZP7sPnb3bgTngGVyYbm9Ac4FRCJvqF+JAYHIz4+F/J5CQrSExD68C52b9uB0KQyLI5U6UJzUQKOHz2CPdu+xeUHaehuq0FQwG2IDU7ApcbFzUfQOTONwx+tRLeckFVW1GRlIPIBm6xy4cb+T5DUScJvutBVW8SQmhHBt/Eop+IZWWXDxT3rkVJag7vnL0GgI/I1uPndSTQN/nqyKi4ujvFIoBN8uZBVXV1d6OnpgU73/BccoitPVtER+23P/0hkFSFqCSH6j+JF9tvOlDcrjSer3iz+7Nb9IavS09Px+9//3lttuZBV5LdMd3c3NBqNVzd2gier2GjwaR4BHgEegTeDgD9kVWFhIf7jP/7D6yG/XMiqwcFBdHZ2QqXi2jcceBlZZZM148NnZJWThPDrTsG6Dw6hl0TysNugVwhRU5KH1KQUPK3vhcnmgMNmgVI0jqe52UyI+aO7v2bIKpdDj7LYK/ivP3yA4LSnEAqGUJCaiNZhMbNQl4TFG+lsQEZqCjJzSzExpwUhHRbIKkJumCAY6UJ+WiriwoLx2XvvPUdWEaM7IQ2Jid5LVo17wmbZTDoIR7uRm5aG5IQU1HeNQatTo6ssB1HhEajqE0ArGUVqVBjikoswbzSjp7YICcRG0T6MzrpyxEZmYWioFwWZqUhKzoVIYwIxSpsNavQ2liM1KRHZRbVQGAm5QsiqNSjt7kVuSjLiohMxLJiH1W7FVHcdMhNTMKsxYXqgDYlRCejo78OTzFQkxCahbUQIE2uvLzL7F5NVdtgsJojGelGQnY7UtFz0jIsw2VGFmLBQZFf0wO60YqCuGHFxiWgenkF/cyXS0/MhNxGCzAGtbBb1ZU+QmpSK0oZeGM02OBw26BRiJj8lIRb3T2/nJqvcLlj082goyUVCXDye1PXByPJ+I/q6nAY0leUho7Ac3S21DDYpWSWYkmpg0UpQmBSJ5OI6FGUkIru8Eyq9AdLpARRmpiElKQkVTf3QWWwQj7YhOSoWvQM9KM7JQEJiKpr7pmCyOjj7YTDq0VaWjfi0XNSUFyEpKRWNFfn47rMV+PbEPdS396EgKRrR0Unon1XArBahlNg1E3OhZEXGcZgUyHhwFn999ys8Ti6FwmCD3WbCWFslkhPikZL9FFKdDU6rFpU5SYiOSsGIaB7jXXVITM5A95TSxzZKvO3m0VFXivSUZGTklGJSooLVZkVPRTo+e/ctHL0dhyGxnsMbyom5kTJ88BKyKubMfSj0hByxMaST76em0zSPupI8ZGaXoae1FqmJCcguboRINI3KgkzEx8aja3qeIVeIPTk3LRvDchMTFpSTrDLZYDHpMNJei9TkJKTlPIVIbV7UrGFuCHnJiSirb0Pd0wIkJSSipK4HWpOduEnCoJaju7ECacnJyCtthFSlxWR3DeJjY9FQX420hHh0zbD3S3djKP8m9px+iNaqLAQU9EMrFsHMcpk0SXux+pM9S5BVDgw2ZOKrP72Dn+7FYmhOD5vFDLlgFKV5mUhJSsbT+h6ofDxIl5rP01INM84upw2S0XZmnscm5WNSMo/xzirERUUho6QNZrsdE52ViAyPRV2vaJGt0B+yivzmeeuttxjvKgIwT1Ytmma/7oJNQvmb5iKrjEYj80WArlzx1epFZFXI0w7UN3VA9myvFUJW3XuUBqFUB7iU+P7dtRgjxljYUZ2ThriYNMwMVOHUzVjoDBbmpZwccAKhCaUIDziPq3fCUVJcjJLiKsZTgpBVoZVTjEom+dgCWQVgpjEd3x4LhXC0FXll3b5qYxFZ1VSEsw9TQaKqliSHIOVpIwwvJKsWwgDWhZzHo8xeDHdU49yJw4hKyWV0rGzuYVZM0IY9YQBjvWEARa1Z+OOnhyATtmLVB5uQ9YT0qxjNnYPQqmaeI6sm5XNIS4pAfGEDI9IwVY81h28u+kA26fVQKdVwuN3QSwexfc13mDXKcHjVZkwQDxB6+IQBDLvwHXK6Z1GWl467wZlM2DK3cQa7NhyH2CDGvve+wDhT347y9CQkJGRjqMFPssplxPGvP0HRoNxLViktFnRUF+LGlau4cukqqnolz5FV14Ii0D8hYjSmZNW8dAapIQ9QUL04VNjSZNVCGMDR6lhcCH4Cq1GLkYFuNDS1oDD6Jk4EpDMrU7ors3Hl/DncDgxmPOsW1kS4IRzpQFNLKypKinDn0nmU9S/e68tLVjktaHiai6t3E2FxA26TAAe3ncGkQuslq5w2M2bHh9BY34T6JwnY9fPdJckqp82A3u5ONDc1oaMmE+u+OQOD1YTuuhLcunYVV67dR9vQDMSjHbh9+SKuBdxEXGoxakuycWr/UaTlPmHmVEvPBGxaMaIDb+D8xauISsjEjFiC8pxkBFy9iisBDzCt1OHSro9xNSydqVNe3YDhzkqcDAjCyOwcMw751w/7eFaRbDca0oJwI7kWbfkxqBlTwmzQYKinFU0tbYi/cwE34p9Cb3Z4wwAuRVYputOw8st9KGKe8RJ09I3A8GwlEmmpO+kyjt8tZnTRCocQGxqKmo6JJcgqN7MKQtxThdSsNHy/aQuKB2VwWHRoqatCbVU5IkLDkVvegc6iBCSUd8PqcEEt6sPhrQcwa1wgq5kGn/0zzg9i71eHUd/eiId37mBKbYPbKsWpfRcwLpXi1MaPUT9rBJwmVORmITa2gJkLnupuhJ/YiMhaQno70VZVjJjIBOQkhiAo9Sk0zBcIPU5t246K1nbcv3YF40or3DY5Lh+7hv7fIAwg8Vy6efOmt0vLhawi4QnJ31LhPv0hqwgJQcgI6gFBw735khPUI4LeJ2dShx7EMO6bR+6TvAsXLjAeVUvVpTKWIoFoPrs9oh9bHmnf9/At4xsCjdwnnl4kTBmR5XvfVx69pvpQjNiEDsWByCO40s1FaV2KCdXdV++X4Uzbzs/PZ+Sz5fjW9fVi871P6rIxpTrSs6+utPyLcPPFnN0/ilNERMSi+UD1fBl2VC96ZpcnulE59D45+/bK6sYpAAAgAElEQVTBtwzR13ecqJ5UdyKDlAkMDPTOOYqbr3xah+pAZdFx4ppjvjK4ylB59PyisVzqHmmHyCZzh5ypTr46kzZeNI5UPsGD4LIU9lwyaF3SJvmjOnD1mc51WoaciUx60P6QM9WDlOHqD63zps7+kFWEECKhkOixXMiql71neLKKjhh/5hHgEeAReHMI+ENWDQwM4NatW4z3CtF0uZBV5LsBedfQlfi+KPpHVm1Ev1KD+blZFN7/CRdjK2C02aGRjOLWsR/RMyOFcKQZh9Z/hfQeKSSjzTjxcyRmZGoohf24uOcLr2eVUVSH91fug9hghtWsRvCuz/AotwMmsx7NuRG4mtIAhWIOBY9O4tufImFxOLxkldFsxlBtNq4F5kKr12NurBFfrvjLc2QVu4+LySoXxurS8P3P0RArNRD2V2H/V1sQXTEE6XQrPvnzp2iZ1oCE2ksP2IG1Z/OgMZihFLTg5+O3INEaIRmqwQd/ehtxZT2QzU0j7PQ2bLteBoPZgrro64h80g6pYAj3f9iDljn9M7Lqf3EzowlKpRhpAd9j0+k4hshSzXRg94er0SQkxI0QBz7/I34OLcGcSoG6jLtYtXofmqcXkx2LyCqLBTNtubj8mETKkaElPwJffH4I46Ip7FvzPiJrpxkSTTHVhi93BEGoNkDSX4at63ZhWGWEWSfG5SNn0TIugXi8HYfXf47CAQnU0gmE3AhC25QcWqUEqRe3cpJVbpcdneX5KK5tQcPTdHz214/ROLN4kSfxppuoDMdHn2xFbssIlKJhPDjyDTadjofJ4UBtxGm8v/4IUlITcDGyAH1NT3Dq+G3MKjSQT3bgyMbP8aCgDybtNI798X9xMrQAknkZatODsHbtdnSIVJz9KOgXYW6wCBtWrsOtyESE3TiLYZEMx7eswuOaKZitVoyVP8JfV13ApFwHu9WI9rww/BjTzETfoXOIeCEJu9Lx0erbmFEaGA8s+UQ7YnIr0NNejx+/WY0bmb3M8zU/XoM1KzaiumcCzXnRuBpTCbPPvmIOkxwxl39EdsMwNFoFngRfxObdlyHRmmHUKfHdF6uQ2zfPRMNasP1RbV5OVll1UwjcdxD5pRWoqmnE4ISI6Q9bFiFUWjLu4MNPN6O6bwrTPVXY9MHb2HUuGsI5KUoiz+Kj7Q8h0ZqgmxvA+c2bkTesfAFZZUHvkxhcjavCvHQWUSd3ILtTQpVmzsThI3zfZmw9eAOjIhlGmgrx9QfvIb52DC6bBil3LyO7ZRwK2TTu/7Adl2PKMS8cxIF3/4LjgXFIuH8Oub2yRdt0aCersO2z9Thw9AcciyiHXK1btPXOi8gq4mVpN09j/1ur0SJVw+qwQzJUjXMX7mBYpMT8bB9ObvkcAekti7aDWXo+J8DiAozz44iIzkNPbwfuHtyKE7ezMC8axsHPViGucQKE8Lcq+/DDpmOQGyyL+uMPWUV+v929e9frtMOTVYum2a+78JegYpfjIqtIeCaysRhZKcJ1LEVW3TmyFjFtHiM3rUfIqrsPUyFkwrVZcGffFmQ1TcJqUqE4Mx15RQ2Qj1bjyIVHUGiNsBqUiLwRgObBSeQkRiA4NgcSuRJS6TzzcORfO4DQCk/INvP8OMLDw1DRMswQOG6LHAc3bUNUbBImOeLETlZE4OC1Qq9nlZesSgpGSmnDYrJKLkTm4/vIrR6Fm/Gsuujds6o2+BweZfRibrIPIffvoKCmGyqVEvMK7aIHwm1RISk6Ao8Ti2F1OTHTlIUv996ERi/G2e8OoLxrlPGgUWt1sBtFOLL/EgQKDRx2FU5v2QfiWVWUlYhHMVnQmiwYrErDtagSCi1DGox3tyI+Jg4D0xIoJCO4cekh1HYjbh/agdTqXigU85ibk8KoEeDUT9cxKvCQLqEX9iC7V4L2yiLcuxMGocoA+Ug9Tl2PgdGqx50D25DTMgWLUYmCtFQUljZjuiUHF+5mcexZlYtbj8MwJjXA7bRhoqMcJ4/fxrzZjoGWOoTeDoVMNYfGtl5I5POoiL6GW6ndDFl159xxDMhMjGfV1cBwL1nl0g1hy+az0OjkyIkPxeO4PEjnFZiZFsBssyPq9BaEVXtIywVA3Eh9cBGZTaOMZ9VodQwuPC6EeLQLYcEhaBwQoq80FqduZsBmM6A0rxAKlRxFOSmIy6hkfVDaEXZyB5Ibp5lwfiE3Lj9HVsk707HhWDAcTjv6Gytw69oDTCv0UIw148LtWKj0ZkSe+RZRtdMwyAVIiwhFfkU3pEM12HcuEHK1HtqhJ/j2bMSC+gAMoh6cvnQX42I5tNN1WP/1acyrVehtbcXsnBQpIQ9QVN+F6vKnmFXqMT3YhEun76CjvR5Bt+6gvmcCatU8FBoTZP21qOkTQDjag8ig+yhr6EVP7xBkcjHunDqJlhk1ch+dwvWIIkgVKqhUaiYs4JnTF1Da1MesrIo6uR2Rz+EMmCQ92Lv/BIIep8DscmN2uBMhgXfRPT2P6qSHuJNYxpBVQ3m3cSG4Cha1GJmxoUh+0gaDZgYnvz2BfqEcdsUAdu84go6RWSbcnkar94bjJMDMdWRj15FbUBosmCUrouKSMCJUI+3RZWQ2Di9aLWE3qdDR2oyK7GSUt3Yi8PJZlI8Qjzg3zDol6kpyEZeYhRmZDr2lSQhKKIbGaINBOY0b529BpjdhamQAIxOzMOkV6OkfYzwl56fbcft6NCYnBhD+8D5qB0RQjLfiZnAaVHoj0q7vx8OCLhg1MmYlUnHDAPRKCVqaO6ExWtGeehOnAvNhMmlRW5KPnMJ6jLUU4/LtWAjlOuiEbThzJhizgglEPriF8p5ZKKc6cT8sHRKFDnrJGGrah1jzc2HK+BMGcKG0J7VcyCoSnolslEw8rLgOf8kqYuBlG/GpkZkYgclBDe7sMuQeqUfLUCM0Nfxz1SFGZLYMX52pDN8yRB8ql9QhctjGbdoW20jtW4fWY8uh/WTX89WJ65oa0Ul9ctD22XjQPHZfaHsUM1qGtk+v2XUozrQt2ja7/7QMV/v+yKb6cPWV6kTbJ2VoP6hsWo9cs/WidWl/6DVbT9ofkkfbWGoe0HbImbTFHktah60T1ZP2j5Zh1yNl2NdENtWTyqL40n5QPXzl+9ajfaNySD1Sh40RlU11pGV8daJtkjNth60PlUPk04O0y1WGLZvq6FuPrSNtj/aD4sgeR9qm75noxZbFruvbJpdebFxoH2kevWbXo3ls2b46vYlrf8gqX72WC1m1efNmJqx5U1OTr4rMNU9WccLCZ/II8AjwCLxWBPwhq3wVWi5k1d69e7Fq1SpUVVX5qshcv5ysasIH//QHrFm7Fiv/9C4ePO2HzmRlQuW3ZgZh1cEozIjEEAkFKLx1FEeDKpB+ZjOim2YZI7nLpkfG/WMMWUXCCtrkLfjwg4NQMCHjbMj+6UsE53VAJe7GwXVbUTM0CbFYBMFUEzZ9vB8im91LVmnVYlw7dAhPBklkGMBi0mL/hs/8Jqvcbj1ubvkc2cMq2ElYf5cNTx+cw879j6HRzOPal58gsmoUbqcJMae/xp/f3wGJUgdBYzKC4uuZOmrJMD5bsQFjak8YLkFjIj774h5UOgOSTuzF5YgnEInnIJdMQmcmXjieMIDtCmKYBnTCKmxedxnjagtM8+M4vmoNmkVa2G06/LxxNUom9CBbFbksGhzZ+iXu5XR5tw0hfV5EVhkUOP/xh4gpboFQLMbMRA9urF+Dqkk5Ku4cxP6APNgcDoxVRiOu2TMeBlE79n/1HRP6TFR1F2uOh0IkFkMsFqMu/iy+i2lCU+IV/Hw7AyaHG2Qv9tmnt5Ygq0iIMzsT2k03L8K5Ve8jzYekIDrLO9Pw5Q/XMW8kXjROGOYa8MkfNmFE50Rz3AVsuF7BhEIkW7UEntmLG4WDHi8VhxWDmZewcu8d2GzzuPTu+6iZnmfwsBuleHxsI06md4KzH7EtkI6UYfu2c5jSWpjwhmaTEae3f4bIViljo7FrZ7Hug49R1iuExahCTuQ9jGgWewQR/WV92fh03SNIdFYmlCTxSCMhDc0krOCzPZxIWDyyn3p38lms+f4YbgYnQ2ch+yctPua6svHJ2nNQ6DztmBSD+Hn1F8gcUHjm88YXzeeXk1UuuwmthdE4d/oUdnz6Md7+v+tQLzAwc29BEzdGK6OxY38A9DYXExEs7PsNuFnoiQpkkHRh9cd7MCzRwWYQImjvjheTVUYzyoMv48D1ZAhEEijnxiHX+u6JZkP60T24GVELEpXQaTWg/uEefHEpBYaxYqxYtw8TU9PMPByujMbWk4GQikZwfNXnzPNByCXWThxMVwhxJB1vwckda/HWf/0PVqw9in7xwhYsLySriEuIU4JD/7sGfVqyONmCyEM7cTupCWS3DGIznm8Jx3+vuQQtm+l70XzWe54HT9hLK4aKArH9zCNoDAZ0pJ7HqjOZMDsckLWn41R026LteUiH/CGrFsbQk+LJKl9EfsU1m4TyN81FVn300UfYtm3bon1O2GpxkVUa2TQeXD2J8NwaqI2e/X3IJBxpLcejx7Hon5hjiBzilpeYks280Osa2yCQaaAeq8auAyeRV1iMxuY2tLT0wmK3Y2a4B6kJCcjOK0J73zj0aimS7l1GVG4d9FYnHCYVnhZmIyO/HAqdkfGSqgj7GRejKhe9dIjubrsJDXmxuHIvGXMKJarzU/EwJosJP1aaEYu49GIoDBZvN+1GDZpKcpCcVYaJ8WHEBgUht7wVOo0cOWF3EJ1RDbVGg47aMsZtubisGhMCOYusckM3L0ByRAiCgqNRXlGF8qJC1PVMwkVWSVTlITo2CU8rajElkkI82YNb1+6isX8KcxMduHX+GjrGRRBPDqMwOxslZVWoKC1j9hTyKgk35kUTyE6JR3JqNmpqatA5MMPgMNRahqiYRBSVlKNveBLCiV4E3Q5CVfswtHIBwu9cQnZNL2SSWZQX5qKw6ClqKsrQMSRgYtmOd1QgKTUH1VWVYMZJIkV3VQ7uPoiHkLVPkN1iRGNZDu7eC0ROQQlqaupQX12Fvik5HHYL2quLEBYSh7GpcTwtLsKTojI0VFdiRKJnVjfkJYSiuK4DIz3NePQoDHWdI0xIuenucpw/f48hbaaGupCSlIjc/CK0kDCAVju6S+LxOC4fM9KF0C5mnQKZUQ+RkFcNvV6LyqwoPIjOxfTkBAozU5CZ/xS1RWm4+zgJYqUShYnRKCmrRENzOyZm2Z5TTtTnxCAiMQe1NXVIiQxFWevIolUgZukALl8PROfAJJRyCSqf5KLgSSlqKsrRPjDNEKtkb6eQxEKMT04zrsBJqbloqS3BzfuElJtFV0kyLt2Lxpza5B1Sq0aElPg45BU+xUB3PS6ev4e+kQk0lBYiv7gCVVUNEMmVaK0sQFZBMeobW9DWOQSDVoGa0nwkJqWivKYRwnkt5kcaEZuYjerqOnR09mJ6YhxPnxSitLwGFZX10FjsUM70ISYsEtkFxejsH4XeoENzWSGSUjJR29iOrOCbiC9sgsnH5RwuMxKDriGvaYIhg1TSGeSmxCK3uBol6fEIS8iFRC7H08QgBEbmQ6HWoLOhHHHxKaitLce9y7dQ0TEMt9uGmpxkxCakoaK6EYI55SKyymVRISsxAU9Ky1FVWYPugVGoVTJkRj9EfE45lCzXYfIFrL2+EpF3riIwMgH5RdXQmO0wqiSoLS9BUWklRmekzIvYOD+Dwtx8lDwtR2NTE5o7R2G3mVFflIGYlBxmf6/cjGwUl5SjtaUZQ1My2ExadNRXICunENUVlegdEzHjPD/ejriEdFRWVqO1vRvzOguMilncOnMJXTNymBWTSIxJRHlFJRpb2iGQa2EzyFGSl4cnxU/RWFOFjlEJyCaWPU1VyMwqQHVlJXpGZpl4yoqROoSkVjz3mUYmjT9kVVFREb799lvvHFsuZNWXX37JLIogK/K5Dn/JKrYxmcihxmlq8CVn3zKkHDFesw3F1PBN8smfbx2Sxzaec+ns2xY1bpO65KBtUN2oDGqkJmdf/WkZWpeUIYdvW7Tcy85UDtWBtkd1pPXJfYoPLUPr0DJEF1qGXZ7eJ2cil5bxbZvcp7J92yfXFG8i23c8fGWz26RpKputN5csqhfFltYn15TUoLLYetLxpXrSekthQe7TOmw5tB4907bYepN7VE+az9UOrUvls/vwMvns8ST16bjRelR32l+u9mnZpc5L1fFtj1zTdogsrn5QfWhfffGhOrDr0jps2bSc75nUY8+7per6lvPVncildamubJ1ou75laP6bPvtDVlVUVOCbb77xqrpcyKrt27cziyJaWlq8urETPFnFRoNP8wjwCPAIvBkE/CGriKGR7A9F9mUhx3Ihqw4ePIi1a9cydhgu9F5OVtEwgBZ0ZV3DB6t+wJBYDafdjJLwM/hg5wMMjY1jYpz8TWBOIcaVv7yLjC4RQ+74S1bJhyvx6ScbUdTe75E1MYGJGQnsroU9q5RzXTi8eheqJz0h/Riy6oXG/cVhAN3OORz5n5Uon9UyBmkSVaQ9/S62fR8Ag8WM0dxL2HAhCUZBE25F5GLHW39BYf8MCu/dQv0Y2ZLBDUJWfb5iA8afkVXC5iQPWaW3QC8fxb2fduP9Fe/jq2+OYFBGSChKVlmZ3/gGSR22MmSVmYOs+hSlkwaPrcFpwv1d3yIgog4eWswzemyyyqQWY/2K9/A4qxKjDP7jmJqehcFig0lYg1WfHsKcUYnkiz9BqiG2SLLw2ENWDcpV6Io7hI8O38f4s7pk/CRqLdJ/3IWzd/Jhcb6YrHJYTZgdaEDQjSsIfPAQW1e8+wKy6gbmScQWuGDST+LrP69Cu9S2QFZZHXCYZLh4YBOCq4j9hhAGdsiaovCfW8/DYpPj0rsfeMkql1WH1DsHsPFxBTo5+2GCerwc27efwzQhmQBYzYvJKrJNS+HFTbiSUI25yQ7cv5oGKyuMHFPJh6xyOWxQy6aQFHIH1+88xJXv13n3cCLzw6QWYecXH+NCVCUTEpPKoOfR4kdYve4OVHqPXdeqF+L+dxsR0ST5FWSVD5vyrDGrUYMLW1bjXinx6GGXeUZWHbgOg93NkFURezfi1pNRphyb5PGLrDLZYFLNIvryD1i5YiU+/3w76sbYtkuikA3px56RVWRsHRZMFwfgf4+EQNwciz99tgt9A4PezxGhVAGdbOwZmbvYW49iSfadcrudmO4swvn4UgQfXIdtt/K8Ub7Y/aB1Fs4LZFUvIavsRhzf8c0COex2QD9dihVvHYOM8JALFZ+Rr1zz2QqDQoyi5FBcvPEAt07uwrenHkFncUA5247VK7ZgUGpA5u1AdCk9nwcssX6RVSQi0c6dO73hw3myio3gr0z7S1Cxy3GRVS9Tg4usshg1mJ2ZgUAogcX+LPwc2TBPNQ/BrAAavYmJC0oYWoVUDKFIDJ3RwkxMQlYduxCEgcERiKUKOJ497GSjOI1SDoFA6NnPymqEcHYGIonMw5S6XdBrVBCLpTAz8WbdqE94iIapBQKD9oV8GMvnxJiZFTJuxGSzRbFEBr3BgHmpBEKRlNnwkZYn7LJRr4ZYMsd4TUlEQojmFLBajBAJZiGekzM6kE3xZHNiCIkOi9xQ3cwHtkQ4i5mZGeZPrtQwRBBpw2mzQPpMB5PVBrLhH5ErU+mYmKKzswIoNAYmjrBOrWAwUGkJa89+lEkIUhcMWjVEAgFkCjWzWR6R73LaMc/oNcd4h5j0GoiFAswpNExYPOHsLKRyFRwu0k+Np75Ss1DfO04S6Mk4uRxQyqWYnRVCz1rFQDa4U81LmbEn/ZwViJhx9ejggHpeyqwA0BvNMGhUEAo8/SL3mQ0VlXLMSeVQKhUQzQowr9bB5XZBMy/BrEDAuIaTvqgVZB54ZBMIHGYdBLNCaFgEo8NqhlQsYsaSbCg6R8aMjIvFxswTkUgMlUrBzD2y0aZRq2TmplKjf24lgYOZa7OYkyqglEmhUGkXv4RcDswJZyGd92BuMmghfjYGzMoPEujSrINQIGLmrtmog1gkYgyzYpEYap2e2fCT9MlgZq8KcUNPxnuWzHk9JAIh1HojjDo1hAIhyBwgL0NCEopmZyCeIx6HZE64YTUZmD5LpArPBp5OOzPHGAysDmYMyfNEdNKbPM8emT9apYyZX2pmfgEOmwdHkUQOzbwMEuLVuOgFTEYP0Cik0Fs8zzoZSzJPRWS1x7wcEvEcTGYTJIJZCEWezwSrmeonZfSUKjzPKfkiRuYmacey6BnytGMxapl5I5tXMeQQKU/GmawsoZuXekq6YTMbMdZWhbL6diiefUmxmw0M9iTMwMLhhkmnhmB2BnNyFfOl1WbWo6mqFGUNbTBYbZ75PjMLpW6BTLRZjEzb5FmzkxU+5HC7oJKTzxAJDGYPUa8UjyMxLgViJXn5u6FXySEQeuYCfYItBtKvWciUOq/XlN1qgkwignRexWxEScSTMIbS+YVVLJ5GPf/9IavS0tKwYsUKb7XlQlZ5FVoi4S9Z5WtQp8Z6YhSnxl8uw7SvgZmoQeoQcoLtKUPV4zJA03v0zG6b5FHjOWmLHEQ+2/i9VD2aT86kXaoTJU6oLN++s+stlaY6EV3I4aszrUfuU/m0Du0HLcM+L4UPG2cuObR9Up99UHlkDwAyfv6OIVsGlU37Su6x+0XLsnWkeeTMrs9O0zJLzS+uNmgdcib3yVhyzQVynwsnkk/bo1hxtUP1pGW4+raUfKqjrwyaT87sNqkcrueFXYedpuNK+sI+fPX0Led7n9SleNC5QXTjwpT2h9yndSg+bB18075tLlWXlGM/m2w59B65T/5ou76y2f2hZdhy3mTaH7KKvIvefvttr5rLhazyKrREgierlgCGz+YR4BHgEXiNCPhDVhHSh/yeod8flgtZ9TKY/CarLHY4LEpc+OZD7L2ZDoXBiK78YHy24QbUVtbWDm49Ar94F3dLh2G2u0BIBX88q7SyAfy09hs8GZlfZBgmv1PpnlXq+SH8sH4D0tpFTJlX96zS4sqXKxHdNuchJVw21EQG4NCFLNiJbU3Rg3Xv70VCaBx6VGZUP96LLy8m4HxwPhRmQhm9iKwyQTohgM5shX5+Bhm3D+FoYvsrklULnlVusn/53l2IqRhZhAebrDKbNLi57kOEFHTA4li8XQAJu3Zl51eIzC/Akfs1MD3bxoCSVcNKHaSNoXh36w3oCCnlnSgOFF3di4MXY5jF9x7PqpscnlUujFdF42RABJRmByy6eVz97KMlyaovqGcVXDDqRvDVqiMQWV1ooZ5VVgdcNi1u/rQdZ1LaGdsHCcc4UXQLW88lwWGnnlVyZoGsw6xCys0fEFQ5vkQ/AO0kN1kV0TLntZtpx59g086ryE+OQ2aHZ7sPLxTPEmzPKq2gEycO/4hBGdmzzYKWsKNessplN6I2/i4KCpKwe/MuFPaIn7PhidvSsHL1YcjURka6STmGK1t2olFi+MVklcthZ8I9Ejss2b6AbmFgM5sQuGcTUrrYDguk2d+WrFKYrFCK56AyWmDWSFAZfgI7buf7wLjYs4p4gI3mnMOBh6WwzNbg3fe3QKAzLcJrwfOQm6wyqoWYmpVhsqsEtwp7oWiLwqqf47xz2S+y6v+uQa+GeFZZ8fC7rbgSXgmrixBZNqh7k/Hx4TCwLaGkU8RT8Ln5/MlhiIzzuPHtTlTNKJktcCbLH2Pn2cfQWZ2wGZW4v301wkrqEBKcsmCnY6Hkj2dVbW0tPvzwQ8YGQKryZBULwF+bZJNQ/qa5yKqQkBAQQkoqlXKqxEVWcRb0J5Ps+ZMTio1bD+Bpy5A/NTjLuG1a5MUG40pQGrNKgbMQn8kjwCPw/zwCLrsVVrudY9PMF3edEG4mo4EhNxe+UL64zlJ37TYLdHpCNv9aSUu14Mn3h6zS6XQQCAReQcuFrIqOjkZ8fDxEIu4vrr+WrCIGX2pcpoZi37OvYZsatSlJ4wXtGWlEjeLsfN80aZeWYxv2STly7asD+5rc9y1HdaTEADFy0zJcejI3X/CPyqFt0T7Ta1qVXNO2qcGdtk3L0DPFmfab5pMz2yhP22bLoe37GugpjpSsYuPETlMd2W3SNJXN7htJ++LG7iutS87s+uw0LbNUv7naoHXomWJB+8Lux1J40/YoVlztUD1pGTb+tO2l5NP7VAbVzffMxo/qxC5D9OI6aNmXzRNSl44/qUMOrn74yiPtsvXwTZP7tA7Fh0tPmufb5lJ1ffH0HVuudn1lkzapfC58qE5v4uwPWaXX6zE7S/Zm9BzLhawiv1diYmKYBWNUN/aZJ6vYaPBpHgEeAR6BN4OAP2QV2VOdvGfIan9yLBeyKjMzE5GRkZiY8Hir+CL4IrKKeJFoJp7ir//fV+hRGuBwOaGZqMD69z/Bg6wmSCY6sG/9atyKzUff4DB625owrjAyIa8+3HIeTQPTEI534tKeL3A8rRsWqwW6mUq8t+I7zGoNsFi0SDn8Oe6kNUJv1KI0/CzW7zmPqqZujAwPoLWPRBYx4WnQHhyKa4ZGp0LEuT3Y/nMwhmfnMN5fhy9XvIvMLhkcHB4xxIg/LxjER39+CzmdAtgdDrRm3MTaffcwKpRBLhzC3QsXUDooYwzcZGHo2S1r8e2FBFgdTqgnq/DXtz/Bg8IOj5eY0wH5TDc+emcd+iTkd7QDY9XR+OjTq5AplAg68iPiSzugkEtQE38NhYNSmHTT2P2Xz1A7q4HVboNiuhwbPjmNAakaatEgDqz8GDWTMlisWvy88S+4ldsBhUoN4WADLl2LhkCzEFmJkAyEIOlIuYyN34VBZzRjsiIYX24+iIzSegwPD6GrpZmJOEMW1bfGXsCfPvoW5TNahvwhtgTVVCN2fPYteqVqmHQzOLx2La6EZKJnYBh9ne2YURkhbEnCF1/sRH5DH+TiCaRd2o715xOZBf8LlgM3etKu4otdp9A5KsBUbx861fwAACAASURBVCO2rngH8Q2TXiKIzjVi3P/4ywNoGhFCrZSjPe8BHmS1wOGwoTr8FNacK4DaaGXw7MwNxtad59E3PQeldBb3fzyCvC4JXE4lLr3zRzwoaIVMpcbMYD1uXAnCnMkGq372uX5MK3SQDRVh48afMDKve7aY2oSA3etxJqYWehPxbHHDaVXh+OYN2H3iMWSM5xfVeuGsHC3Gh+8dRNeUDLKhCny1egOyGgYgFU4g5IeN2HspGzqdBh0F4TgRXgO1QY+a+Jv4Yvt5TCsXbyHh0AtwbMPniC1tg0yhQE9ZAo5fjoLRaodBK8eutR8js2vu+T2r3G6QRcOT7Zl490+nINAan+HsQm/RA5y6kQel0YKR6nTcCMvFtFiGif5GXLyRBDWJu8c6nA4r+otD8M3uS0w4QrNBi6Ad63Als5uxUSln2vDBe1vRMzMPrWISN7Z9jfQeMUxGParu72f6azSZMVwahJUH4jCn1iDz7jUEptVBoZCjJ+sG4qrHWC2SpA3pP2zDwTNREClUkIvGcO/kSbTOqOF2aBFyeDP2XQxHc9cABvu6MTAyC7V4EAfe+xg1EzKvs8iCUDd6s27guxOBqCpJwfnUBpQGnkBi7ThThHx2yScb8f5fv0bHhAw2O9s/kRRxw+2S48SKlUhqmWScJ8bKI7HjuzNoGxZAIRUg6dwBpDb6buviIau45rPLKsIP77+PwIJWyGVi5N47gq+P3YVCZ4HLacVsxX18vvorZDUJn3PwIBr5Q1aR/QeJ3YwSkjxZtTAjfnXKX4KKXY6LrPrXf/1XrFy5EkuFZ/pNySriZeSww2KxgHqk/DIg3GDiVz73oPwyaXwtHgEeAR6B5Y6AP2SVRqPB1NTCF4HlQla99dZb+POf/4zm5mZOmH9LssofwzRRgpSjBm7fOuTaHyMyNUL39PQw5dlyiNGabejn6jg1dJOy7IPmE/nk8EcWuz5NUzlUPiUm6DUtR64pgeJrjKdl2Oel8KF4kHZp27QPpD5tn40TyafyKFnle5/d9lJpKpvdN5L2HQO2jmxZ7PrsNC2zFLnA1Qatw3WmsineXDiRerQ9igVXO1QWLcPVN5JH5jl7HNh6URls3Nj3X5Qm7RLZS9Ul97meI189fcv53v//2Xvvr6qyrc/7n+keo8fo7h+6n/f289xnPPdW1a2c7q0crGBZ5jJgAJGggoqKSJQkGUQRUUHAgIKA5JxzzukAJ2fO5x1rHzccjgelqqy61vOwx4Cz99przTXXXGHvPb9rzukoD5meK3k48+osQ+f7jtfOda5VVuST5SnnkXmS6cnpz+oXOY9zWZnGP+t3PWCV2BTR32+PJyv4fFnAqr/97W/86U9/WjOWyAZY9c8aVRv1bkhgQwIbEliRwHrAKrEpQnzPLC3ZLVxeFrDq448/lt6Xhdt1V8ezwSoFaRdO437wMCHJdyWPN0IJXHMzHt8TITSPK1kcbSHkmA++3ielEA7C24lZr6QoI4bj3r7EZdzlTkYkx/wi6FUouBETiPshDyJT8+nrKMbP6yg+/iE0j8xj1M5TmBGDz1FvLkRnMKTQMTdQwynPI3h7n6F+cBaNYoRrUec5dsyPGw9riQz0IzAyC4VptWWRaKtROUF6eACeHu74nLlI+7hK8ghSlXeZE76+BAQn0DY8t2zlIACe1uw4blYM2YEMwyKh/idpH1+UwCwRRyon7gJHPY4Qk/EYjXKUxOBTHD16jOslPYx1VhEWcAL/0xcoaR7GYDLxODsRz0OHOR+Vxaxmloyos3h7epOUW0rl7WS8PT05FX6VWdUCRz7/Dzb/5I6PzwlSbj1iXmN0An5sGGe7CD/lg6eXP/n145hMBpof3eCklxenz0ZROzhvt06x2dCPN3D8fBx6KT6YcLaio/BqNN6eRwlOzJM8xiyONBNxxg+fYye5XlAveU4RoTLaSrPx9/LhTMRlmoqv4Ol5mtL28VWbbc16BXnJ4fj6nOTag0qunDpOQGgq4+rVtigCrHrnnb+z75An/v7BFDUOYTBbUI00EXTME28ff+622EOyWExamouypLFzPCCShv4pO1CxNC+BVT/u2o+Pz3GSrhcyKwAu4QpOgKhO7RDgX2bUObw9vYjOLJJoLC1ZGa7KxueIL2l3au2ytZl5EO5BYKo9JpmrOSJCuySe8+P4uRhah6ZoK7mBt5cPwcl5VOTE4Xk8kOsZafh6ehIQcY05tZbK20l4HfHkXOzt1a4FbUuopnpJCDnNMd/jpOaUoTSYsFpN1OUk4uPuTkBIAm0TmmULIYknm42JjhICvL3wPHyE4NhrTEhytjFad5PzaeVozVbmh5qJOueHr+8J0nPLWNSZVtMRXnGUQ1w6fxIvbz+yijoZrc3npI8nfudi6J6cISchFC/Po8RmPKK8IAPfo0fxO5/IxEA15054c8T7DA8qqgnz88LrqC/5df3MDbcRG+jPiROnuFvVg172ZLYsUGFZ9QMff/QdXt7HCI7NZGje7pFJAEe6+TEyIs/i4+XDpav3mVOrqc5JeDI/0pnVrB5TgqxZv0DxjXj2bPuezzbv51HTEMYnFoaqyQ4ixDzx8OTUhUt0OMSyWmYJK413k/H19eN2xQAGo5728jzO+PhI47SyexKT7KlopZBkWfX0eBbWpUuMthRx0ssbv+A06kpucsz7FLfLuiVvYzpNP5u+8GTCsPRUnwjy6wGrxKaIwcHBFwRWdXU5NGvj1BGEWu+5K7BK+J4XH99KpWvXUz8XrBIPJqPp6Ym83h4TrsrMJuPyg2695X7rfGJBNpvMTg+5ddQqkHuTSXLVto7c68pisZglRNvJS+C6yv5xM9kkoNP85AXhj9uOl4xzMT7NJkxPPQR/HZ/i4+K3tjT6dRy+mNK2pSUpKKj1ycfUi6Hqmsp6wKrMzExef/31ZQIvC1glzKzFS4MAI1wdLwKsEnTXUmA7p8sKZ5Eun4tf+XBWnsvpzr+yot/Dw4O33npLAmjkPGuBEI7pruoW5QVfskJcvnYGXeR6nvUr1yXoiUPmV76Wy4prGTxZK49MS/DsmF+mIX6F3GQ+HfPLeWTashJfTneUt6At05Dvi9+10uU8Mm2RTz5clZH5cswn8jv2hStaa4ELruqQ61/r11VdzjJx5tNVPXIeuaygK/ejXLertoh7cllRxlH+cjnxu1a6nEemLdcvp8u/gmdnfmS6jn3sXI+rdjjL35F/uT7x65gul1mLP8dyznWuVVbkk+fmWu2XeZDrdaYt6pXp/xHBqtu3b/OXv/xlWXwvC1gl5CyeNbOz9mDxyww+OdkAq5wlsnG9IYENCWxI4PeXwHrAqoKCAsQGBLHBWRwvC1glYpwI/qennWPI2OX4LLBKWIlZzGbpu9FssT4BKoSrMQsWi0UKzyC+K0Ues1m4IpMBI6EDsdjTLPa8Qh8ivj3FJnCTyYTFItyV2fOIe+IbXNQn9HJCfyWsoITeSAARgrY9z5Kk9F2hbUXomCRdy2rjEalxQkcn1ydo2MNVPKlD0LTY67VLQvy3Ax/L8X1E+63WZf2A4E/mWfAvy0fQFm0Tuje7LJ7I5kl7RHuF/ISuQchNkpWQn9x+iwWTUYnH5++Q2zWP3miS6hX0nQ9J7yj6RKpTltkTGTm3R+gon/Ap0XmKf3vIDrn/rFYhX7sclqwrNIUVh72NTvysomd50uf2fnPkW4BVH+09xeSiTuorWQcht0WWn5266B/HPn9S55KCE//xGg97JzCY7G7vHOUjaK1uh+j7J7K2roxdaTyJ8Se11YbFqOFBdDAV/fMuAQRZblK/SfJdWuHvSR+KvljpV3s/y30rjRNHYYhRJniVxq3cDinxydg32ce6i76XdLvSfFyZH4K0kJeQqZCHNB8daTvVLS6d65fpSnNMjHlZbhYxv57MUamt9n6Rxt5yH8ljf6VNYhw9ddhMZLj9yOloEcvLLi/7fHySU6pXXkfsMpTWgifz1IU4REOwWs2MthQSWTwoyUCud3k8SHPPeZ7LuYTs7O2T5ec49pbXgZXs0tla41ncXF6vnqx7Qn5i/giQXz3fTkRG8ZrjbD1gVWlpKe+8884LcgM4NOTUtP/al+sFqBzzuQKrBKIoPprlnSvOUnUNVlkY7u5mfHKK8dFhegeGmBwfleK49LfVEZN4XUK1nWmt51q/OENBZgp36gfFEEU1N8mUQr1GUftDxdXNxelRJhR2/6Wu7ssLsliERDweEUtmzWPJyvRgO7ez79A9pFgzm6sbVsMCD/Ouk/Oo0dXtNdNk/pwzGHVKGsoLuVNYi84hnpRzvt/mem15/zb1rVAVJrYtFY/IyX6IxuL0cF/J9l/w7Pl9Ij1s15DMklFDxb0sMvKbpIeUVjnH2PQzXjDWoOOYbDVp6W1tpaV5cDkWk4glNTMzw8z0tPSrc9qxJXzZzk7PMD01KcWlEzs5RJBHtXKRmWkRP20EjdEi8WjUqaWPhPGxCeTYW471W8xGFDPTTI6PMyNiXwlaS2bmZmaZnp60x9USaVYzKuWCVOfIyLiLXSsyVRuzEyNS3KyZqXG6O3uZnJyUYn8NDXSTk55Ja/+4PYCrXOQ3+F0PWJWTkyMFmJerf1nAKmFmLf5kM2uZP/n3RYFVsvLYUQEsK45lcMJVHqFUdlSeuwIGZF6df0Veobx2rFPOI+g6KuudFdQyb7JSW5ST02SFuEj7OfzIdTvScm67fC3nFdeOfIprx/qd+XYlQ1mJL9OW2yHS5UMu59hecU9cy/KT88jX4r5MS6Yt03P8lcs55hHnjv0q53fuF7msXKd87UjLWQYyrbXqEPfXKiPqd+RL0HAlb8c8zjKQaYtysjxdgSKCj7Xoy+2Vact0RBm5P+X+EzQcx4irPCLN8ZDlKNcj7sl0BT35EOeObXXVDrm9jrSc+9E5j3zt2C65TudfWQZye9cqK/MvfuU8jrzLac/rFzmfY3ucefpnXK/HsurevXt8+OGHy+y9LGDV854zG2DVcpdtnGxIYEMCGxL4p0lgPWBVcXExworpZQOrxLNbPGuE0tTV8SywylX+jbQXLwGh4NapxjjwyTtk1I1JceZdKudffNW/OUWhpB8uS+K9rb6MKFRPYpn/3GptGJRDePzlNXJah9EZzWsq/H8OZZNORVNJJt7hOaiFzmbj+M0kYNKrSNz7Hccj7qF6Epv+RVUmAGmji7jyL4q+I51fMp6tZhPzYx2E7N1O1YDrTdCijvWAVcLjz5dffsnCwoLE1q9zA7gBVjn2LY4g1HrPXYFV3333HYcOHVrT965LsGpJgccXP3A58yYXz3rx2Q4PrqXGcu58HNVlhXy/+SiT6rWBolUNcbpYMhu4He7L2eu1ElLdcO8KmQ+anXLZLy3qcXrGXIFMNipuxnK50Nm/5xMyVh19PWP2HRwmHYVZlwhJvr/2Qm2zMdvfxKWwCB7VCBBt/YfNaqA8Jw6viKz1F8LG0OAQOrOziaaNlooyHjy8T13LIMbf9UFgQ61eZHLS9U6in9G4X5RVgA3Njws453OBWdMGWCUL0apX0DsmTNTXlslM/wALBodgrXJh6ddGW34MBwJypN0L3bUFJGQ9wsUejlWl1rowG/V0VBeRGB3F2ZMxNHcNYrLaGCrLJyzqEvGxsaSmptM7a49NItMZaXlMSvotsrMyOB9whsdtYyxMDnA/L5dbN29y/rg3KQ+aJf/Cj/Ouk3kzh5jQEJIz7jCnNspksC1ZGGgu43J6JhmJsQRdTKJrZJbR9grSr2Zz+9Z1zvn7U9Q8zMxQD3dzbnHrZhanvHy5V7viPm+ZoHRiITnkBBHxaeRei+Htf/uU9KxrXLgQTFbePSJ9/CmoaMH8S4W2urI1r9YDVjkXflnAql27drFv3z7a29udWZSuXxRYJYjJSmChLJb/nBXQzkp3WakuK51lxbUo76hUd8W8nHetfCJd5kP8OivO5fJyHsFDT0+PpLyX8zor8wUf4p7Mryu+RJpMW+ZNbqd8LZcT184ykZXyMl8yL3IZZzk7l5frlmUvysn1O9MS145Ke2faggdHOjIPjr8ybce2ifO1ZCTuyW0Tv47lXNGSeXLkU9T/rDrEfbmcY12ueHqevAUt5zwCWBD8yPIU9537QZaRc1m5jHxfbrPMpys6zjITeQXdZx3O7XdFVx4rcj+4aodMx5X8ZZ7Fr2O75DKOaWvxKucVNEQda7mklOUot9uxnMyHuCfqlPv557RnLf5+r/T1gFXOvLwsYJX4lhHPmrXcmm+AVc49t3G9IYENCWxI4PeXwHrAKmeuXhbLqmPHjrFt2zaqqqqcWZSuN8Aql2L5XRMFWDXaWUfe7RweFJYxrjI+sXD6Xdn4TSpbsqipKXnInfw7PK7vXO0Sb9012pjsbeBObh73C0oZX9CurQNdN03QzvRRWFDIiIhptbZa6mdQ3Mi6lgQ00z0U3rvD3buFdA7NvJD+W6uu3zL9l4xnq1FDXVEhJbU9zxz/6wGrnNu2AVY5S+RXXK8XoHLM5wqs+m//7b/xyiuvrPlx5xKssumoLmtiyWqm4dE19gWlsmTRMdA/gmKim11bfenq66KpsYmhCYV9AgmfovMzdLa10jcy9bQ7PdsSSsU0Ha3NJPkf5Mz1GpZMOnrbWxgYXxB2gCjnxP1WBsdmEBZGpVfP4xGSxdjUHONDA/R099DV1cvM7AzdLfX0TWskCQtLi4mhPtpaO5lVzDPQXIT74fO09o5hEUHxqgrJf9QiBSKcmRihtaWVyTnlqgeberKXK/GXuJFbRntLK6PTdoBgdqSPtrZe9GYT0+ODdPcOo9ULkMmGSjFBS30d2alhy2CVQbNIX1c7re2dUlvmtGasFhMTw320tXcxt6hBOTdK4IkT5BRXS0Ed5WFi0M5z+WIYETGpjC9oJLBtcXqE5sYm+gbHMVksKGYm6Onpo6ezg8HxueU22KwW5qfHpcDTQ4MDtLZ1sqixm9YL007F1ChtrW2MT88jAgP2dnXQNzqNTjlDS1MbkzPTFORcJTQigYk55QqYYTXS3dpMe1cfaq2O8aE+evqH0RpMqBRTtDU30Ts0JeUXLw/zMxOSfCdmF7AuWZgY6KWjZ5CB7i5Gplaj40btIl1tLbR29GOwWOlvrSPYJ4Cm7l5a23tQavVPFmcbiskhmpuaGRqdktzaTY4M0trWhUqjorejlZa2LhbUaga7O+gfGkOr0zIy0ENLaweL2hWwwy5rGzrVPD0dbXT1jUouKefG+iWZzSoWGR3sY3h0gonRYfoHRhnp76apsZmpBTtAKyx2ZidGaW1tk8bRksXIcF83/cMTDPV20d07iEayirOhXZyhvaWZzr4xhMGYMJ+dE33R1s6kJCMbZoOartZm2jp60RpXQKcls57Wogw8zibSMyrc3tgQVkd9nW1Sfyxq9BL9+BM+pORXsKgzS2DO/NQorS3tTM0uSn6Yh0pSOXjmNjarkaHeDroHJzHo1AwODDI+PkpXeytdAxPL81izOEdnawsdHR109A6h1a/Ib35qkHAvL7LvPiI5LJ2Gli70liUa06K5WtwogRVCZqYlx7cYI9FH3CkfVWM16niYGY3/pVuU52WTdeu+BLSNV2fx1o5zLMz04XvkLPOmJUabSwgKjqald0qeIpgMGq6G+VHUpcCsGiM4IJg7xdVcOuZLSd+stGaV34rhaOhlHubd5trNAvRWG/U3I9h3JnOZzuqTJdpaW9EajViVHXzzphsKYW05NcHo6CCpZ4PIf1hCS3MzbT3DUj+K8ka9Rurvju4BKdDkapo//2o9YJUAg1JSUpaJvyxg1b/8y7/w5z//mYqKimXeHE/WA1Y55n+Zzl0pol8m/jZ42ZDAhgQ2JLBeCawHrOrq6iIxMXGZ5MsCVon4u+JZU1hYuMyb48nvBVaJd2rhrWItDwmOPG2c//ElIPr5t3J9/SzPCH9Uycny+j3mh1zXszb0/Tw5rvT1M/YI/jySf6DcL0qe6wGrRFzE5OTkZQumlwWs+sc//sH//t//G/E8cXWsF6yS3Vut5dnIFe2NtN9PAuI5LtzeCbdz/8xDeIAS4URedGgF2d2k5K7tn9nAl6xuuxu7td3cCXZlN38v7rny64Rgd1VocXAb+svprdD6fca95F5Qcu3nOu7UqpY8cZMpuQIUbkKfuE5cpVJ0KLAesGp4eJi0tDTJWlYU3QCrHAT4a08dQaj1nrsCq4Rvd7GDdC1zZpdg1RPmhVJeBquWVc+GcXZ9vY/imnrKiu4QEhTBqMrE9HAf5aUlVNdUkRIdQ93gnIMIlpgY7JXu1zfUEea5k9PXqrGaNBSkR5F5v525sWEqS0uoKH9E4tXbLCimyfTfwb5T6YxNzVBxL5uIoFCSUrJo6+4hJyaQ5NJBrCYDbZWF3Cus4M71DPIelFB5L41NO3xp7RuT/NtOjQ6hMpgZ7OmkrLSEssJcrtwqXxVnSoBVieEXiE/Po6LoLucDQ+meUjHR10Dg0XNM6Yz01j4iOSmLvrFFpvsauVdUJYFVaRH+Eliln5+guKCAouJy8q7E4u4XxqzGSEdVIQ8f11B0J4dbuQ/o7mnF/evtZD6ocAKrFKQGn+NCaAKj8xqGWx5zPb+Uhtoqbl5JI+9RA0NtFUSER5KelsKth83LoKDoq676EqKjY3jwuJr8jESSbpZKLtImu2vIu/+YypIHZGbl0NLZx930KCIzHjDaVEBEYh6TU+NcTwrn8MlIJhSrwarSzEiOh11FpdVQXniX7LyH9LbVU1haJfGWGhlKRecMWpWChuoK8q5fJj79NpOziwzV5PPjwdPcv3ObgtIVC7olwzyFBSXU11Zz5eIFmia19LdWc/LQER5V1XElLprsR/XoTBYG6x9y895jaisec+3yFYqr2mguvk1wxGXGpmapv5vEHr8YFAtzlNy5yc07ZVRXVlFZVsaDGyncqlxtLaecHqGirIyqqmquJ12ioG6I6cEWLhw/wYPyZh7kZlPV2k9PbQH+gTHU1NVTcv8mQUHRjCt19He18aiohOqyh8RcymB6YYG6/Di8zyfT0ljN1dQ07hU3oJkf5sGjcuqqK4k6E8GE1sR4fxv3Ch5RVVJA6tXbDI2PcT/3Ds3NjVKflbTPLM8bAVaVpoWw+0iEBFaZ9Eoe3LxBRW0t97Kvk3X7IYNDg/jt/IaYW4+loJA61Ry15aVkX03jcmY+EwodMli1ZNFTcTeD2KxH6NUzXLsUS8b1PGqrywkNOE3DuAb1/CTZ6RmUV1WSGhVCbPptZlV20FMwtjA9wMldWzhx5iK38+swmu1m4E1XLhJ29S7llTWMzSwut0E6Mc+w9+8/MaS3INwB1j66wcGASK7Hp3Dt2gMMNjBP1PIvH7ox1PmQ7zxCEY9Q1Wgz50MvUt22YhGl18xyet9OOuZMYFWTdDqYnJzb7P/iIN1zaoEG0ll5m+0eAaReSSUlp1gCUqfqb/LV4bDVfLm4Wgarlhc8I6lnT5GUkUNNVRlBx7yo6JtHr56noaKY0ooa8jIvk1/ciO5XWkKuB6xKSkrif/2v/7XM+csCVgmrDfEn/Gi7Ov7IYJWwoFiP5Yardm+kbUhgQwIbEniZJLAesCojI4P//t//+zLbLwtYJb5lxHNGxLNwdawXrFpWyEoxM5aeabnuXI/48DYZdKjUml8YW1a4dv7PC3QJ2Yq//zSHFIPGiE6rRas1LG8QfBHtE8psgxxrxYGgJMMnY9NRlo7pz1RsPukDKb9Df8jXEvAm0pfrtPeZDMg51rmcxeFE3LfntYO2q86tVkxGPVIIAqPr90EHUr/uVOobk71v9L88lrYjE6JP9Fo1aq3+hSgGHWn/3uf2flrp5efW7zDWdXqjw/hYKSmPoedRXQ9YJWIj/s//+T/R6eyeOF4WsEq4i5qbm8NoXNmouSIBWBdYJTZwz41R+biSiUW9tHHUkcZ/5nMxh4zGFxvL/YXLy7aEUTNPa30NjT32Dde/pA7h4kzoaF3GHFoHQQGKqGZGqH5czuiCcKdvkGJvraPoc7NoF6Zoqqmgc3wRy1ra/udS+eNmEECH0aBHp9VJLu/EmiW888yN9VJWUYtyjWeGeD9bmBqm+nEVszrzyub9f5oobOiU07Q21tL8M0PVuGLZoJqlrbGemq6J36FtNozaBZqqq+kenH6uNZ5tycRYXwc1tY0s6o3MDPdR+bicaY3F5fNoPWCViI34f/7P/1mOdbsBVrkaFb8wbb0AlWM+V2CV2CEpdq8IVyaujl8EVn3nTs/0AlrlDIGeP1HUPUlBVhq+PifJzLrOqT0/EHS9brm6JaOKgvxbXM8vwWS18vDSKQKzaiW3ZOUZwYSnVzPQVMnFkGDyisqpamiTFv+qqCMEpjUAFqru5xIVEkPHwDganZ774V6cyelAPT9GuI8PTaNKZseG6BsaYbzlHm4nE1eBUbBEVcFtwkMv8ri6moaW1YHlBFiVFhPFndIO9JoFIn33EJHdjEE7he8P+xkz2JhsKSc+KpW2/inSA0/zoHlUWviai9IlsGqoqYywsFgae6eZqL/NR/sCsZgX8NvyHeGJGVyODcXXL4jatnb8t3jRMeEI6AlxmbmTmsrN7AfoLHoiDx+goGMGq9VIXWEOp4+H0tNaQUhILBW1bUxMr7YO620qJzQ8jIYhBdNtD9l+LBqD0UDcie0cC4onKz2Ro75+ZBc3MDPQyLEj3oREpdA1qsBm1lL84CaBSTlPLQiKwSr2bDvKtGqRqscllFQ1kxl+jlOBEXYXbu5bOJVQgslokIDR0bbH+J6JoL1/Am1fIa98d5zZuVlmZldADKtqGH/fU9y884jGilLG1Ub6W2sI8g1geFFHQ24KwbG3USgXOPvjD5T0KrCYNDzMuszF8DRG+uo5eiyMvrFZqm5G8O4/ttM/MU35vWzKOwbJTIglNu4y9bWVtA45WnRZqL53k5M+J7h8LYuLfm4cCLzFksVA7Dw20QAAIABJREFUUVYch71Pca+4FpXezHx3EQeORzA1r0KnnOL0/m1k3K8lIzoY/zMR3MhMY+tXW6nun2a4NI4dx5MwGLUU3rpOYlwm4wO1HD8RxN2iSiofVTC3uEhGuB8+ZyK5kZHETzuPUlpThe/+A9y4W0Jbcx39U3ZrQXnydOUlEhBVgMm8xHRXMYf9IlEbzUx3V3MqKJzq9j7C3HfxeMDui9Vs0qOYm6OnpoDg4Eu09M4sg1XiId1akonPxRvYljRcvhBB1s0itEY9Gf57uFjYz0jbY9zczjKn15OfFkXs1dsodCt+iS0mPU2P8zjhfoBvN+3ixoMqtCYrir46EpMvEx8Zit/JQHrnVgAu9KP88OZPjJmsYDXRWHqbQyfDSIuM58rVhxiFxdlsE396fx/d9dl86RUhjUHtRBtB4ZFUt66AVTr1BL4/bqF7QcS30pJ2NoTbNzL58cMD9M6rwWalp/Yu2w76EZcaT2JuiURrrjWXLw6FymJd89c1WHWWnMIa9EYD2ad2EprVwnBHLf5ubsRfziQu6BgeAUnMLurWpLueG+sBq0TA3/r6+mVyLwtYJdza9fb2SgqKZeYcTv6IYJUAqGSXYWs9Px2auHG6IYENCWxI4KWXwHrAKrHJrba2drktLwtYJb5lxLNGo1n9niQz+nywSgSxN6KYHORBzlViL14k8mIseaWN0sYomc6zfoUibrTpIbu/+jtnC0d+phLIJrk6bi/Lp6hhaHmz2bPq+2feex5o4cybeMec7K7i+r16NOJ97z/DITxT9JTh/9M3bDt4GfPztPQObZYU+w7XjqdCIWbUzhMYFs3QgkqK/yryi1gScyMd3ExPJCYygZrucYxmq/S9rFNPc/daMpERMeQ9bsUkYrM6EhU7wi1mDDoNKpVq+U+t0WEym1DOjXA3I5lLMZe4W9a6POYtJi1tFfdJiI0l+codxubVWNcCHG1WZnvKpbkTHRVNTORFQoNDiYmOIfpiBFFpN3mQFc3nb7xKbtPoU/w5sfurLm02C8NVt9n56Tucu9X8AhRvNgwLI8T77eQve9JQCHDSmUMH8M/51m95LYNE661DWA90ld3h9uNu+/hZT0HbEi1FV9ny4Zfcap1c9iIhFxXzu/b+LUqbBtE/Z36vB6wSGw/E94wAO8XxsoBVQ0NDkottMYdcHc8Hq2wsmWZJCjxJSmgAD/oUz1XSuqrnj5pmMczguXUXd1qeeGz5pzTEDqivZTW1ZNLyICWemIQYfrpYIm2Q/SVsLgw84pNNJxlZ0EseokTcZuu6/ePZMBlUnD4TzqXTXlyvbGTPx5/RNLn4AtYyUE114bf5TQ5lNKL/jeMYiPXJ/GTz8i+R488pI9YLq8X69NrsRGRxqJr9X7/PX/78Ku5Bt9BYljDNtXLeJ4Twk0fom9c40FgZLyKe+lDTHT79/97g4YjqqXXQqZo1LlforZFhOVmyrFsjPp49kw39whjx3t+yLd6195plYus4MWumST61jw+O3mJFu7eOgr8gi82i416IL/GxIVxKLX3u+5N4xvQ8zuDjv/9Ah0LD3EANn7/xGne6VS4B//WAVWLzQUNDw/Jm6g2w6hd05FpFHEGo9Z67AquEG8BXX33157kBfMLUmpZVW32ZUmsxGfTEnD7A3ZZBMpMTCY3JZGJ2lsnRYabmVz4mTcoJrqTGcuVOpUS5LDmQ8zfqEBO06nqYBFYJl3C1JfcIOeXL7kOBjCpUrIBVVqru3yH50hWUT74UiiJ9JbBqfqoLr2/dGNUtSfSEyaaiswC3k0lOYBWoFZMU5mZy8qgb7kGpUkBGWf4CrLqamLgcs6ow1p8TiRUYdNMc22IHq6ZaK0iISqOtb4ATX++kdnhesuToqrgpgVXqmSFiQs7id/oCCZHhZJW2YjFOsu/9r6gbnGJmepLxiWm0uhn8f/R+Dli1wOEPvqFFIXamLdHXUsUF3wDamiqIirpMx4BwC7f66G+uJCb+Eu1TOvRjtWzxDkdv1HFi2wfcqO5ndmaasfFJFtU6WDKSEeLDJ9/6oBIylcCqWy7BKrNRzSW/w1zOq6L8YSGj8wqij3qTdaeUyelZpidGmJhZYGa0jzs5eRTmXuGg3wXJsk3bX8Sbu4JWMyp2N1hNdDWUERd2nh83fcf9pnHJDWCYf7AUs2qg+AbBUTnMLYzz45/epUspPnyt1BXdISb0ErMaNVH+x3lQ18iVlOuEHt5CWGY59/LyWTRamB7u5kZaPB67thOeWbZSv83Ig6upRIUmMDAxw/TkGKOTAuixMdnXgNuObSTdrpJeFBZ6ijl6NolFtV5y33c14DARKfdICQ3iam6FhNIPDw5JLv/GK5JwOyfillmovJdPStxV5nUaGh8/IOL8ab79ZivlnSPEnvQg9X4Ts7MzjAyPodZq6W+pIj7iAgd27iSrpHOFV8ARrOovS2P7yUTp4WpS9HMmLIrSxnbC3HfzeHBR2q07PdROTs4d8q4mcPZcNE1dU6vAqo7ymxJYhU3HlZBL3L1XiRhhBaEeBOZ1szDZx1lPN05diCT2UjJVLT2YnXbkWI1KKh8WEH7sNAFB8fSPzSNijqmUSsYHe4g86cW9thULMayz7H9/G30aMzaLkfrim5yITONWXBIZV+6iXwLDSAVvbD3JZFcRmw5ckHhaHGogKjqJpu6JZZnotXOc2r+NlmkDWBaJvxBNwcMCDn++l/ZppfhSp7MyB/czkaSnp5B4o0h6CR2rusYe/6vLdNY6cQ1WBVFY1SrFrBJr0rm0WrrrSjh14Bgdo9PMTI0zNjn3q3dhrgesEqCJ2PEnHy8LWPWf2Q2gLOuN3w0JbEhgQwJ/dAmsB6wSAe8dnzMvC1j1q9wACqsBk56uilx8PH0pqm2lu6udnIRAPn33fc48HFlf1wpAwaAiyW8rpx4M/3ywyqDh5rmf+MgzDpP1Nw6Eub4Wucwl3KtPdlSjNf0MHoWSpyyF/V7pkitnl4T/gIkWo46ay6fZeiDlucqWlebZWBzpYFChewqUFAqZhdE20mKC+PjDf/DDjgMk5Tag0uqY6XnMCZ8Q5nQ6egvjee/v26kYUGA0aHicHsrV2wVkxQbw5isfUDaudqItXJz3s/vjN3nnrXd47+13eOuvf+bf/vwD5e2tRPofp3V8gfmRevZ/+TVxhb1YrSbqr58n+nolatUct4IPsOloOtMa11Yl4h17qCiSH/0uM7Wgoqsoidfe3MHMopaJ1rt8v82H3tEu3F97nZyGYQdl4IpkXtyZDZNeQ+SOTZy53vBCFLwCRByvSuSVnSnMOYFV4p5uZpC2CdULd9n1TJnYlpjo7GVGfIs+hZ65LinG2O1LpzkTVyq5uned6+lUs2GakG3fcaNl/Gklrc1C0jkf4m/VS0Dp06VXUtYDVgnLJfGcEYpucbwsYJXsBjA/P3+lQQ5nzwOrxIaGmbp0dvvdR1iovSyuxBya8AtP7RaYcn+tRWTJrKOsoJBBxS+Lbb8W3Z+VbhNrbCOPOl3HYdfNtXL8ZKjk/cj0K9wAGhbHyb5bg9og9Bt6ah7fYVS1xtrp3IAlM5rOGxyLLZQ2GZhNaopz81BoXIDkzmXXdb1EcdRuPDKbfmOwyobJpCT1zuPfeL23N1q/OMKduHvPjGVkz2mlt+wa7729jTm9cClnpi7pGCfvD6A3mZbXHSnvqvEixrmSE//4gMJRAVatc9F17JNV9BxvOJ/b0CyMcqmo85myE3Oq9oo3W18AWMWSiYprwfz9dwCr9DMdfPZdPBNK/brdbWrGatn16TY6F/QYdEp2ff4++b8CrBKeGMTGCHlTxAZY5TwGf8X1egEqx3yuwKrg4GDi4+OZmFhR+Dqy9Yssq5zBqs5pHt1MJ+JiElPqp91zWHUKrsRHE5GSj3EJShLPEegEVo2NjtLR1Y1WpyTU9zTt43MSWBWQLHZ3rg1WKRVj+LvtoKR7DmxmFIoFxhvy2HMizgmsWmJgoJf+gX50qiEOHwhA6RCLRwKrEhKegFU2rgUd51bDGAbdDMe27qJfZWWiuYy4iym09Y1zwW0zl8v6pN1uHWXXJbBKN9tP1o0cattGEB/7FqtA//UEum0mu3Z0Rey2Rfx/8KRVikO0krzKsspqIsTtW67WTYLNQkddMUHnUxjvrvqZYJWRa2f3EpRR6bAQ2uguLyD3cROXz+zjeFKx3bKq4CZn47OfeuEXL16txRn8cDCAR6XVLNms5MSeJSz9Ptonrs/0i3PcjAwis6ADzUQb/sExzwSrrJpxyhv7WFRq6MwPIyCl6imwKkSAVYtK/L57l+yWWbDqKSvIIzEpB5MNmvPiOXjoKDcbJugtTeWTHw9x/349tiU9Hc2djI9Oo+wr5UevBAchL1FXeIvg8Ev0T6mX0y1mHdmpceQX3CM44DzNg/MIsMojIEECq0TcsUt+RyjrGOBaUjSXrhasisvkCqwaH+qgqX8UlUbHncD9JD7qIi8hiOCUB8u7eGxWJaUP6zHo9QzV5XI84vYyT+JEgFUnI+5iMluZ6S5h83Y/VBYbCwP1xCVdoXVggjD3HTzqnceoVxNz6iC3myaY7qoiJir5Z4NViulR4sOjGF3QSmb8wtex46FanCYvJ5vGqhryktKITsikb1TB2IR9B5VmUUFyyAU65wyYdGrm5hcxmg2EHNhCbocCi0FD8fUYMh51UHr7CgmXs5jRmul7mIhvQimqmR48Nh9iXG+lr7qI9Gs5jCj06BdnmFzQSR+m8acPcat2DKNigMSUDGrb+on0+onsxlGESX55ViQp9xp4kHmVpMQbqM1LlCRfIKmwE+HDRTU3wfSCayuo9YFV9Yx0NxHkf5zq3hXgyFFOv+R8PWBVTk4On3766TL5lwWsioyMJDY2lpER1wq/P6Jl1bKQN042JLAhgQ0J/CeRwHrAKqGM+/vf/77c4pcFrEpISCAqKkryFrHMnMPJsyyrhKJCPdvB3s+2UDmlRbzbCBc8Rr2WlntZPJrQScoLi9mEXqeT3LOJPFarBZPRKL3TC+WqeLe3GtUk+2/j9BOwStoZaxLl9OjFu7/83iR2G5uM0vud7O7NbNQz157NuZiHq4AGmYagLz6uBQ96vf07wvGewWDnwSx2FguXhEaDVK+gL1wRCdc3JlGnwSj96hzaIkQlyljMZoknvcEoyUFY84h6jQaD9KvX61DOjxC19VM6xxckd1giTdC0WK1YLGZ7XqNplSJWyFin1aDTG6S2iW8H0X47D+ZVeeVuk/hxzCNp423SBjGjaJtev+xucbm9er3d9ZLIK1zSWS12dz86vfTdJ1mhLAl3dEapvPhOFgpjUV7wI/pJpNnfb0V5kddel9FkWXb1J+iKdI1ygfJkf7a6uQar5HYKXg1Ge11mo5aHF70ILehEo3eUkw2LYYFzH75CfkMPAcFRtHVWsunYbRbUKpKP7+botSaJX6tZR9D2L/CJKUZnEP0r4qtY0GtnuLjzbQ5n9zttkrJhUtRy7UYlSpUalXKRwbtn+dQrmeIrgew4dkvaXGcx6ikIOcLX2yMlRdknb22hdUKNZcnK7EAl777+PmW9CrmLVv/aliSvEwOzKmkcDDxO429v7mJBZ8ZiMUkue2ZmBznyt9e5VTsgjSfh5k0ohGWdn70fTFLfSOPWBQIj5qZj/8kKcntfPxkXJjMmvZaYnd8QkFmHGC9irJnMluWxJuqSxrdeL9Vnnzf2Ji33m04vjW3rkl0ZP1mTzKu7nMAqAXYb9dRePYdXZj1qrX2M2/mUx45ZWkMEjwZ5vlgs0pgzGoxOOgkbVrPJYd4ZMZnNkkJt1ZxZEm5HNST6nCCveWx5LIk1QZ770vheJUP7nBAWdmqNHmHtIWgaTSZpbRHzXMx9oaNwPqymWcK2f09W0yg6g12eYk6I+WOf31ppfgu3YvZ1SZ7fq2PurAesKi4ulr5nxNojjpcFrBJ6sfDwcIRnIlfHs8EqMU4WuRN+kA82naSpe0wCC4Xs9DoNSqUSzRMXk2KcaFTiWodGrUIruYBb6RNxX6/TSvHChetZUVbEkBbjVBzyeqhWqVCrtdL4EvNBzifGh1ajRugGxTwT7jmFtZhG9zQYImgJl2mClkajWxkbIl2nlTajLs7PkBuXxcCsWnpuLi7MSu7vxTzSqpTMzM5iEWumQYdaI+o0YpZ4EM8EPRqVCqVSJYUPEPNZuqfV2t14SnxqMJjMiGekcnFxeY7ZG7sk5Rc0RFulOW41o1Wr0BmM6DR2a1K9WCeXltAtTpAb6c7O8zcYVagd9F9ij7mJ9uIUPv7HNu7VdGCQLFft7n1FvUKZLdYJMbeF/IUlt0YjfrWrQFrRbr1WI/WneGbPDDXht+M74h/WoRYu5oTsnvSHkPnq+SbcoykojHHj/T2BdAxNYRB5VXb3wmK+ajVi/mrQijpEn0kbbgyoVEqpT6W17KkBap/7Qi6Lilluh2zl8DW7ZdXT42VJ0plo1GrpvUUj+kBll6c8xqQxqFGjXFSiW3626Z/IRCPxqFycp7XiCu9u8qR5YFJaa8S4E30ueFepxLlBijcvxrm4NjusPUK/ppPqFnyI55xVWj+lMW0ySGNPrGNCfkJX13w/ia++3E991yimZ1qxLdFbnsn772xnTmfBuDhBxN7P+e7EZbrHFpbnEWITwqrxoloGqwoG51BKVsoa6Z1Bhq0kuWg1LC6KObl67Xuann38ifEi3o/Exm7hIcws3jt0C5TnRvLGjiA6R+fsmxFsS9K4EvkE2C36Ym2wyoZRr0OtVKEVMraIdyHdk360u+GV3FYrlZJrWzFmHMEqk+BJo2Jyek6ypraajdKaNDOvwixkKzZnmU3SPBNz12B27Y5PyEM8b8TaIyy5hWW2zWqk5WEKr/x1O/erOtGanO24bNL4U6uUT8a93VruRYNVlZWVfPXVVwgLK3H8OrCqquqpKfdfOcERhFrvuSuwym6SKl4S5Sm2WqrPAqvU0/0Eee/ly51Hqe8W5vxL9Nfd5+uPv+XKw3pGO6vY/8OXRGaVMDMxyKXzfuzdc5Dw6CR6p1eAAGEZ1N/8mJNeHpwJjibg4DZ2eoczPjVK8NFdeJyKo6bqMSEBJwgOj+b67VJp8o9XZrDp+/3cLa4kPfIchw750zo0jW5hnODDW9niFcmMUkfdg0x+2rGDYyeDKKnrQD3dyc5tO4jPKEAnL2Q2C41FeQT4HiMqNo78so5VDw7N1CCJwX4c9jrOpYRErmaXSA9Ui1lPRoQvew4cI+j0CXbtPsSdsnb6awvYtWUnFy7GcfGMNzuPnKejtZHQEx788P2P7Nn2HW+9v4WeeSODjQ/Z9cNmfPzOkltUzYJGQ/o5LzxPX2RgZmXniWpuhOiT3ngdv0D3uIK5vmoO7D1A2MVIUtKu0DUyQ13BNfbuPkjOo6ZVD02LSUfp7TT27jtEQU0bFbkpfPL1bio6RlFNdXN0xw/s9zxO+s07lN7LZt9PB3lU38NIUz5v//ldMh7U0VB6F/d9nhTXd2G0rLwwiREzPdKJ36H91AwrpQGkVwwScPQge93cuXgplfbBKcpup7Bvvwfx0aFs3+XG9Xsl3Ek4yysfbqWhb2rVwDMoBgj0P0HghQiS4y4zPK/iYeYldm89QHFNM7lJwezae4zGvilmu0o5tP8w4RGRpGdmMzhrt9ozTrfy497TzOuNaBeGObZzO3VjWmwmFbdSL+HnF0BCfALV/asBBZN6hvSYIH76aR/nw2Koa+8hNciTfV6RjAz3EeLvzpEzsbRV5vLZ519z6uwFklPTKChtR3h5H+ms5aSnGwfdfUjIuItSOUPq2f1s+smfzr4hrkYG4u55hvLi+5zyOUFIeAzxqdmoTUtM9rdw8tBPuB0+RurN+8xMDnDW6wgBFy5yJf0qnU5uAOe6Sti5bS8Z92vQGzRkJwTh7XeOi1EJlNV1YLQucTfBn23uZ2nsG6foykX27DtKTPgFDh44ws07xVwO9ubzH7zoHh0jJdCLnR6BNDTWcfbwQQLC0xkb7uXc/u/Y5RdPT18H3lu+YMu2XXz/5RfsPx7OyPSK+0bVzCBh3gfZu+cwR9zPU9PSh8msJsJzL4ePnyE5JZ3KpkFsWGl7nMOOA97Udg4x01XK/t3uRF1KJPN2EXqLDc3MAIkRIQSeDyMqIYN5vUXa+fwwIxrvE2eJT7lGa88wSzYTd2P9eGN7ANYlK32Nj/A+4s3Fi3GUVLWgsywx21OBu9tRoi4lkH7jPjqLjbnhDi6FXZDGWMKV26jEDjerhcxQH0LSS1aNR3Ehxs3txEDefuVTbhQ2YFyyMT/Rw6kDezkddpnR0V6C9n7FHt9YJufmKc5JZfeOnZwKDKO4ofepOfNUBc9JWA9Ydf36dd56661lSi8LWPW858wGWLXcZRsnGxLYkMCGBP5pElgPWJWbmyt5ZJCZfFnAquc9Z54FVgmrqvbsM7z2gx8a84qLOqHAEQCVBMKYDPTX3sPP3Y29+45SPaiQNqxdCz3JgcN+3EwO4+C+E7SPz5L0BKwS7tW0GiUNhVn4HjrEwf2e3Chpx2gRSoBFusrzOH7kEB4+5yhtn8Bs0vDgQQnTauOy8l7IeclqpOZeGkfdPCipfMSF417S+/T14nbJnXfbg3QO7z5ITOplju0/QGJJL6r5cR5mxOFx6CBuHmeo7hlHuzBGZswF9uwJoehuJsc9DnDY8yz1w/OSMlwoFDqr7nHW252Dbsd50DTEwlgb59x/4lDoFSIDvPE6e5G0CD/++v/9K7t8gnhYmIfPnp0ccPencVzNfH8V57wPc8Q3AoX8jQVoZ/uICQ7APeI+KqNRirNQkBHDkUMH8A1MYHh+tWWIkL3ZoKImOw4Pt30cPhHFgEInKeFVUz0kBPlxyM2dyIxCjBYLOuUkBVeiOezmhm9QGmPzGinvWFcNkWePcdjtMGn3GiQlu1IxIX1HeLi5cTbyGuNKPTr1HIKfowfcOB6YzKhSLwF6ixM9XIkKxP2gO8HJ+cxp7ErW2bEuUkJPcXj/Hr776D1+2J/8lGWVXSGpIif+PAf27uNEaAZKnZG+wky+fvdV/r5pD1fyGxw8FNgwa6b45s//j4zSJk4GRTK8qJRizuq1C5za/yVeN9vsylWblYdB+9jhnYRGL8d/EtZEi6R4fkl4xfSKwu3JZBVKcZMEuC1h0S8Q+f0XFLWOEHdiF4fSa6Ud9mJTV3t+OB9sOsJUfyFvvHKMUZVB2qiome7h47df50b9yCoFr7wWiF+hT5DBC0ewSkpbsmFcHMHj1ddIzc4h5JQPB9w8yCjtlhRd4h1crRgnPy2SI4cOcvbiVfqnlKsshkQbFONdJJzz5fCBg8RkFqMyWbCaDYy1l3Px5DEO7vcg8Xa5pICK3rEJn6hMEi74c3DfPuJzhSt3o6RsNmgWKc1JxffIYTy9T5Ff2Y3OYJbm/NxIJ8lhAbgfPMSp8HR6xhSSEnUtsGqwLJefvniHv7y/meQbVejNZhZGmgnzP4rbvoNcfdSGxmBiorUI9727ORSQxMTcOGnn/fA+Ecmg2iGuls1I3a1L7Nt5mNSUWI7s8ySncQy9doqkoBMc3H+ACykFkoLx0Y1YPnvrVb7YfITsmiFpHk/31REbeBIPd0+Sc4ReQb8yFmw2ZjpKCPM7yoWbzeg0E6THBHI8KoOS22l4HjqI55kk+iYWnnJPJ8Cq0G3fkFLwgCBfLw7tdyetQMTkNTLRcJdALw8uP+pCbzShnekh5uxxPA4eIepaIVqDAGXtI2U9YJV4Fr355psSYCdKvSxg1fOeM88Dq/SzAyQe/5G3Pj5EcXUrBp2aiuwrxMTEERsRjPu+AyTeb8GgnCDhxDbe/mgnp4/u4cOvg5lUyRu+bZi0U1wLOczrX7iTn59NxFlfvvh8Ly3jC3ZgeaiFpLgkkmOi8DnsRnBGCW3Fl3nr/75GTH4tWsUAFw58wyc/HqVxZJ7+ihw+e+M9EgvaljfM2uezhYnOClKSUkiMCufIwYMkPGzHbLXQXXaHtPQrxMdd4vTBzbz+1z00jc3TkBfP529/SO2kGpt5gfxYP/79k52odDq6Ht3gq4+/IK9pjP7aXHa+/Tp+0Ze5knQJn33b2Okbxbxez0jtXb7/x4d4BcaRnhCB2+YvcPcL4vqN60QFHuPzj7bTOClA9CUWx7u4npxMSnw0/u6H8I9/wNxkFyH7vuazn86Re+MqQccPsc3tLB3jC8z013Bm54d8se8CpY0Dq9q7ZNVQlHaW997ZROqdCua0OiZaHhIVHUfipRhJ13XyYi6LGjXF6Wf58L0vOHbcmy2bvqFdsRJSRYQ4yUs8wztvHWNIoabl0VU2v/Y2x2Kv0z46L4XjiEtMIzYikO837aVzVuWwptrQz/WSfGILr2zypKy5m/bSDP7xyge0Ti+immjDb/uXfPrDQXwO7ORzv5sszvaQFpfE5cQY/A7s5UxaGcrl54LUk4hNEvfSL3PlchpxUSF88cqfOHi1AZ3JzKzzeLn2mPnxTvx3fcbmI+FkpCZx1seN7T8do7J/DgEijdbdISTwDL4HdvDFnkAUegMLgzXs/eR9tuz15PDuLWw5l87NSHf+7ztbyH1Yw9T0ABFHf+DjXWfJSE/B/9BOvtnhQXz6dVJiwtj55ZeEZtXawSf9AvdTkklNSpA8a3mI8B7TMxRcC+WNV78mIz+fxLCzfP/pN+S3jKETnrqC3Hn3g+/Iule+6l3OvvI4/l+ibxmssjI30Izfd+/xmVso1S3Dq9dL5/EiWVa9wunUW6RdisTt+684FpuDymCRXDm33r9MSloaMaHn2Lv7KE3SOH2y+In114FeiRh/S0YqcjOIT0okLiaCQ7vdSMuvYXa8h8TTu/h/nx7gfkmTpLOeEpvNw4I44bmfb3f4SnN3bbBqiYHSDD566y1OJj5Ab9JSnX+Zd/72NfdbxzHMD5IWHcFJP28+fW8Td+sGMFux+IY0AAAgAElEQVSMy5ZVJquO/IRT/Pt7B1CYLRgWh4jw2sJH/pdRGizoFqfJjb/E5eR4Lvh543Y8FoVhNWBlMahpeHiTmLgE4qIj8Nizn0vZtRg089y7fJZX/uNrruaXMa+T32HsY3XJouFBViLnT/ux+5vPOHm1GrXRwosGq4SrwPfee08KUyNq/nVgVXGx4wj7L3++XoDKMZ8rsMrDw4MzZ84wPDzsUqbPAqtcFthIXEMCNlrLCkhNTWd0wYAIEnfx6A5utK2xO20NKi9lss3G9PgwWVn56FZjWC8luy+KqYWeRxw5Y7eselE0X2o6tiV6q29zMjRT+mDTTXXaLeT6x1azbdXR1dRMfd3Q6vRVVza0M33cyCtkUHKzuOrmz7xYYr63gvOXHzm86P1MEn+A7OsBq8SuURG3Sj5eFrDq+PHjiBhPIm6Vq2MDrHIllY20DQlsSGBDAr+vBNYDVgkLEcfnzMsCVp09exbxrOno6HAptLXBKru7sFzfzXx0MEKy8nAmIO06XhziQVEZPb3d5Cb48/7maKZVGoZqsvnL6x9xr6Scaxfj6Z9beAJWDaFRLZIfG8DppEcoNWrGuir54YOPSS8fpLfiBrsji5ianaHqVgzeiTV2Jb+s0XVgQrjtmp9ow+OVVwm+08CCcoHmh6n84/VPKR9Tsjg3jveOzzgYco3SB9ncrG7nwmE3Msp70KiVtJVe47PPd1LaPclgfR7/9q9v86h5iAXFBLeifHj7Mw9GpueovhnJyYs5zCpm6anJ5x+f/ETLxAIlKSd57TNfCoqLSb6ex8RAPa//9Q06JpXSjvwHcb78Y3MI82o9eo2S/PDTRBb2L1uwiKYIhUpTbijv7kthRqXifkIwSY97WZyfJM7HjfvdC8vKbJFf7DQW8XMLKpoY6G3n7I4v8IouRjkzzJFvD1PXN8F4Xy0n3T0lZXmO337SS7uZnRwk/fQBqgamGKnPw8v3ImOzCib66tj90Vdcr+kmM8Sbop4xZicGiPQ+TcXoPOXxh7lW0cP8zDApZwIoGVWinO7ExyOAuv4JZsZ6uPjTPwjKbWSioxT/46EMzypRL85wPWA/W1yBVUsm+qoKqWpop7OlAp+vPyK2dhqzQcPJn77kVG6btCN9ZcOo2E2spzh8H+9/9DXvf7WLezXtEiih16mJ8tzCtpO3JGsKYSlUcvEg24/GL4NVkhXDXBeem7bQo3K02HIYTGJrqdXMaOMdjiaVo9GpCDy8iSM3mjGIOFdWMwMlCbz1xV6GatP4619PM6E1Su/XesUQX73zJukV/c9935boOFhWycPapBzF49VXCUh7iGJBQW1+Av/+168ZntehV44Q6XeCwpZBFLNjZAUdYtfpK5JLJ3lLrUUzQvhRX7pHp5gcaOSwTwRTegGWZPPtgXjG5hYZaXnI3s2HmJhTELVjE7v8LzO7qKS37i7vvPYJpb2z6LUKci54En+/nkW1msHGe3z75gcUDSiYH6zkiEcAjQNTkvvD+9HefLnrAlNaIxPVSU9bVmGPN5dwYis7kqvtFi5mJWWPSuno6aWuKJN3X9tM/ahSAp5rs87x9rcBdA12c/H0eWr6Z5zWHRtG5SgfvP4aYWk55GZcpbh7nOqH92lo76GroYBvXnufigklWvU0nj9s4nrtsGRFsjhYxpFjF+mdmGNqsIlDH73N9fJehzhSwuWplivHdrAttAi90cjoo4v87ZP9lLQNsjDZT6zbZxy9VLBK7mIE2cGqj/FOfIhCuUjrg0TeeXcrA4vC24aakB2bCMioYn52BPevDlLfO85Ufw3HjxxD7eDybj1glbCompmZWd5M/bKAVWFhYXh7e9PU1OQ4qZbPnw1WiY0HZtpunOHr3cnSxuu57jy+dwtndFErraUjLXm8+R/f0T2no+1GAJ9vj2ZhXkFb+/iqTcjCbb6iNpH/tzUYrdksyf/6sS/wz+1Ao54j4sgB0h73Mj+vYGKkjk9f306PUkHApneJqRiTNjlUJh/lr58eoHdOzeL0AJ98E8yccWWzhmiUWTuN5+Zd3G0YZF4xR19zAW+8epChiVY2b/FgXCNAfROLU7V8+4EbjeMqNNPdHHjrfSrHVFKsaONwKf/2wVaUwmJEM8OO774lu2EM4bLtwgdvc61x3G7pO9/N9r++SnrzDAbtIgc2f05YXhNGo56R1nxe+9O39M3rMRk1xHt+gWdON3q9miiPbcTcaZDceY32NfHBax/SMKakNOwQm92zpPVTKMc9f/iK6HvtEqB/78IW/LPbJIvj5c4TJzYbi70FfPuNF/2LOtSzw/z49sfUDC/arX+m2vj039+gZGCGuZ4CNn1xmPYpBYqRLilG9zItm425/iLefdOHwTkturlOfD/8htIxpRQm5dqh7cQVdrKoVNL0MI0ZJ/d+S2Y9g3cD+NQ/w27hrBlk85/foXlyXvLKlHn6MLsD81GpldT3jHHp8DdE3mtDoZhnsr+Bd978ksZhu7WI4GnJYmS6Npl9F3IkQNtsMlAQuhX3a42oVLMuxssO+tRmsoN38U10BUqtAb12nogjP7LbPxuD2Ujv8JxkIaVTDbD/1fd5PKmR1pbgrd9w7ko5yvkZ2kdmUdQl8ec9F6U1Trhba8r05Z1jt5hV61BNd+Dz8Uek1IxLVj+DhZG8su0MJouFvpI4vgrIYWx6jrmpERL9d3MyvxO1oo73/2U7A1qTZDHbmHmcD/1yWdSb6HwQx3c7Tklgyhp2GE+6yAGs0i8hrIZuntjG3rgqKQyM/LwRmS36RRzHi90N4NvkdM1JVqgz7Xl8/ckhOue1zA1W8fYHJxiYUUjz5V7kEb65UILOIY6fIz1hib7YdZcvvvVmQVgFCuC/LpNPP3GjdWKOzrsXeMUvW7K0EkYhMyPDEoCvVc3i/cNXXLzTirCyXssNoMWo4dyOrzifUYnBbGKqt5jtoQUYrEssTE2yKCz+dRpKo3ZxIPouOqNhGawyL1nQT5bx+us/MScskpeWGCsO4+MTacyrNVTeCOX74PvMzc8zOz2G9+aPudw46+D+eonJpjts3erNnFgnjHpm22/zt7/8QL/ayGz/I955w4v+Wc3yOm/vHBtW7TQTMyoMBj0jjTd4521/RhYMLxysEh4RxHPmxbgB3ACrnkwu+48jCLXec1dg1f/4H/+D119/fc2H7gZYtUrsv+pioq+Fq5fTKK5spK+3g+TYy8wLv4d/8EO/OE3J/Rwe1fT9wVvyM9i3WRluLOD4uVgGxldbZv0MKn+srDZ73K6QkFga27torSrhTmEVc8qVnUT2Btkk9x9mh93JTzVUBGGenESAKfIH7FN51ptgM9HX1Yf+WfWtl9ZLnG89YJUwY3YEhF4WsOpf//Vf+ctf/oIwt3Z1bIBVrqSykbYhgQ0JbEjg95XAesAq4cqjp6dnmbGXBax64403EM8aoQh1dTwPrMo6+DXv7wuWrJ6cywuXVsJdmPiwNRq1tJVm8sHbx/5/9t77qa4s2fPtnydi/oyZiBdzX9yZebe7b/ct71ReVSVVSSp5V/Leey/hkQQIISE8Akl4IeG998J77+EcjrcczufF2ocNBwQlynS3+l7tCGK7tXJl5sq9Nye/KzPpndDRX/OMz3/YjcHiSB04ZdFNpwHsZnyogf0/bCO/V0T8i4LpeqKPrmff1Sc0Zofx6abzpOSW0t7dTf+Y/mcAgCm0ig4uf/IVReOiWLudSeMY3nu+5mh8CyrlMBf3bya4dFByuqg6kvnk63OMiCgawKAe49SmH7geWcJgcw7vvrOJYb1wStpRdRbx2btfkPainiNbVnLe/wk5WVlkpqWw8dvlxL8YpCDChS/OJKMV9GyTqPtr+eT9ZXQoHemHlK25fPPpDzSMqNBpRvC76cuwaV5aF/skHQVBfLk/lFGNmkTfU+y6EkhJdQNdre2ozbMp9oT+HVFt0zo3akh228ve8zEohzvZtXIFt8Of8qKxjb7uHswWM9HHNnP4xgNKKuvo6e9GqVAQfGoHG074kpWdTU5WBi6bf+B6WDZh57Zzzj+a0ppGOrv6UOvUZHtv55DLA4qr6mjv7EOr19IYf5Hvdl0gNT2L7MwMku8eY41rLPHuR9jvlSUBACKipyLyOtsWqFkl7EakVRQOKI1yiLBLmzkS34bNauTqvh9xSW19uTaZlFrHSMnTIL775EPef/s99rg8ZlSlpS0njBXfrMTjbgjPkpLx37+Ro67JDueaSPto0pEd5cO10AInh9Fca5bSDU1043PpOgqDBZtVz41Dqzn2ZC5Y9dmqg/SUBvP221fmgVWfEF0qMiT8/PZzYNXxDz4ioVJkRhBF7Vt476/v0DCkpq8ohC9W7SThaQo5WZmkRHrxzY6L6K1TM+NNaru4uHE996Kf8aKxnY7eQQwmNWF7vsArowOTSEtnMzHYNYBRr8V/x7qZmlV2s4aNX3/Ck8oeqf7X18t/pGVwQsqKYZs08Pjsd6wPqiDNczdHXGNR680CNcU4Ucumd1eQ3qFioGQhsArpuQu58hO7I6sdaQ1FmkurSK9mYrTrBd999hUZjY56vTaTEveNX/PTtj08LBBA0rxnRQBD+mGWf/oV+S0jEkgh0lEKWxLvIJ2ql2vff0FMiwKDfpzTWzeQUDOI2WIk8/pWth5yIz0zm5zsTB6cXsX1qGIpJZs8Y1OTVpJdD7HdO1vSl6YmlC+P+jCs0kk1hvvSXFh7KRSD0LvTRMtpAGNrB6RoQJu5m/3vrKRsVIuIIr2/bzM3oktRjnSx49tvuR2eRG1TO92d3VIKN/n33lLAKpFyTPyekZ2IrwtYJVKt/5//83949uyZrM45+1eBVeL92RTvwto9oVIEWnngbnbdTEArgUR21CMdfPH+X8lsU8y2EzWPnCdCjDhlRVUdwl/3+U2XZ5itQaQcqWLXR++z7LNv2bhuHetWr2HlNwdoVU9SHHaBb488QTmhwN3Dm00rvyMor52h5nRuP2+eec5koQyjhfzw3vt88eUKidbaVav4/ttjlCV788lONynlnmhrnKhn8zeHpehaw1gbRz79ahqsmsI2WMhfvhJglQmbUcHODetJqBrArOnj5vIvSGp2+FHsdgv+h79gW8QLjAYNh7as4V5um5S5aay7lGX/vocBkyP9WJLXTrZGvECr7mfTimV88unXbFi3nrWrV7NqxY/U9Ksp8jnK9rPPMQmgwGbEa/tGvOOrsZrVpHlt5UrS3DrgsszqjnQ2bDhDl8bASFs2H/9xF33yauwpLbfWvI9PVgfjrelsWH+GTrVJ+ibPn6KJrhw+/+QsXeMGjMpmzi9fT+GQTgIsW5/dYtkHn7H/nCfPi5vQGExz/CH2SRM9qS6svPzIwZaxj01/dYBV9ikTj28c54BPNiI5mkj9uuWLP7Ns+SrWr13HhjWrWLFyI7X9jmxHgsCkSUPymVVciRDlU8Q2Rc4dR82qn7OXJO9dbIl4Ib0LRDmVguCrrN12Fa3ZikGrYnRkhK7mIra8/QkZvSL9qxFvoee4qul0b5ZpO70zU0akNuY8397ORmO2Ydb24bV9A/FNCqmuuKE1kX9bcxqT1UT8xeV8uOxLVq1ay4Yf17D6hx+5+qwZ/UQ1X/15H0NT4j8Y6Mr247Mjj1EYLbRkBrJx1zV0VqcX17TEc3fzwKpJKwkXf2J/YDlm61zfrKjF7mwvc2tWgX6kkr3L91MzoqIlxZN/+79vsXbtOul5WfPdN+x2ycTkRNOZnngfVIacZ82uIIwmR3SRQdnMkVWrpXIzLalevHc5yfFc2u1SWr7x0RFGOqrY//23eMVXS+kPFwOrsNtoS73NhmO3GJuYoDzqKvndSul9YjXpUY6PMTzcR+TlDey8mYDONAtWTdptWEZL+GgarBIaHcq7zXcXwxhXjXHv9A/89d1l0nO34ce1rPz6W0LLnSO6beTfv8K23XeljEbC5izGfra+/R5pnToUnbPPx5y5Ef8DTVpQKRWMDA9SGOvDR++fkp6j3zuySqTxbG9vl1IoCx7eRFbNmYnfdrJUgMq53UJgVVlZmQRUiclaaHsDVi2klV95zW5DMdRLWXEBhSWVKLWOPMy/ktpr00092E5pZb2Uuu21YepvzciUha6Wegpy82joXLje29+ahX8EfbEibLinjcK8PCprm9EYllgo9B/B7H+yMZcCVgUFBfEv//IvM5K/LmBVVVUV1dVi9ZZmhjfngzdglbM23hy/0cAbDbzRwD9GA0sBq6Kiovgf/+N/zDD4uoBVL168oLKycib3/AyD0wc/B1ZZzQby/fbxp++PoTBbZx120zWPRF0djXKQpDAfThw7j/vlYyz76Aw9zmCVcEaI9lYZrOpipKeQrR9upWxYLOoREQ1Gsrz2sONCODqNgoJIL75d9gHvvf0pHjGVL6XdmpXBCaySUg3ZEaBY6JXNrA+pZkIhg1VDktN8vDSAP/1wDaWotwGYtUpubV/P5YBcBgRY9e4mRiSwCgyjDex863NiSyvYveYL/DNbpG+1VquVIngmRVqYSAFWPXOk1ZmyoXEGqyRHmJKQ46txe97IaHM6vgE5kqNqln8h/ixYpTSZ0St6uHdpLx+/+w5/fW8tuW3js6l3hK6sZka66wn0vMjZq56c2fIte849QW8wMtFVytF1K/jg7bdZvvkqapMVk6afu2d3S/Te/2AN+Q0d3Diwnr1eqaikWiZatFpRW0JEAbRz88gGPnrnHT5esZvyXhVG7Qj3zu/g4/fe4f0v1pPfNkjB3Z18f+YeY0o1kj5E/Q6DDs8jGzgQUCDVM5HAqocLgVWOOkbDjYV4nT3ORRdPjm36+tVglXDNipppVh1uN+9QWfGcD9/5kNSGAakulah3JHjRa8c5tH4Fd7PbJXBErJRvTA3EO7JAAlwFjfnOU2GDwtazg24SXjksRb6J2hF3zm7jUJhIA2iT6kQ0Pfflh803GG5N5v23TtMrpwEcbWPlZ5+R0TQi2dVLDnSnCf9ZsOrDj0io6nHUCVO28cFf35XAqqZnnnyx+Ti9Q6MzNijmW9S4kDcRZTjSLub/a2n+f9jlRo9ygOvv/Qehol6t08I14Yzz3+kEVlm0bF6+TAKruisT+Xz5BtqHHQ5dUasm0/cnPr2VR9jOVZx0T0JjEGnX7Jj0Pez/+hsSGxRLBqssBg0lKVGcO3oc71uefPr+pzNgld1uQ1n/kGV/+prEyh6nqCdZyrlglajhIuatpegp548cx8PnNls+/JCY5vE5YJXJrCN6x0oOuzxBoRL1X0QNn+laLzJSJEVZvAKsSndl7aUwB0g4q3opskrUrBJg1aRwKFr6OPzuy2CViKLS9VdwZO13fPDWf7B86zXGNIYZAHUpYFViYiL/63/9L6nOmNDK6wJWNTQ0UFFRIUXxzM7W7NEvBavKAnexwSUatVEAlnbUo1189cEnlPdpZsGq6frfs6M4g1UyCGCfAR8mxho58M0a4qp6pcgXqV6eySyBIer2XD5ctpmWxiySc2t4dOMoWw74U/TIhZaRl32BRmU1az7ZRG7T4Awt8Q5sfXqdd7ZcldJ3Cr5eBqu+pFiAJaIu3EAh/74EsEp8I4LPruHM0zbMRg2Ht67hfq7IyDHFWE8Zy/6yl0EBVmHnqfcuB1ilGWbrD98QktMkfRsctQHNWK3Wl8AqGUSZAasSlwJWZfHRHzfQqZkGlO1a/DZ8SlRVP4o2GdRa2BeyEFhVMCQAYRtmvZqe9may4oNY/eFH3C/sdkoHKz6XSwWrwGRQsuPbDwgu7JZqnDl04KjPJduM1agidN3nnAkqnL40C24ubi8OPc+CVZOUP/Jk8y4vRkc6OXDQm/q2LgaH2jj22edk9M0FqyTI5yVQFQRY9d3tHAmgtej68P5p4wxYZWxN4t9Wn5IitzK8NrDRL4sxldZRw1DU2hSplSWwaj/D02BVd86dl8EqUbxeWIqwP6caWLI+hE3NpAEUkVVLAaum7WUWrNIyaQf9aCX7lh+QwKqu3Hv8+3JXhrSirqijFqKoK+/8rZwBqxKbpMU/lSHnWLHdV6o9KfgzKFs5sfYnstpGkMCqS4nSt3pSN8Ad16vUtHQw0N/NlQ1r8Iqr+nmwSjybyhaObdrN84pqru2+jco0iW3SxNNbbjzOE4t7BigIPMSuW4kLg1Uf7GJ8euHT4DRYpVArCLuylR33RXS2Q04hr6gdNvvJEGDVZTbt8EJnEdZgx2oaZPv7yykbNaFwAnNn5wUJqOrKD8c9KJWu7l5aK+JZ9uHpvwlYlZaWJi0+GBsbk1j4ZWCViKT6wx9m/95EVjnPo1TIzRmIWsrxQmDVHKILnLwBqxZQyptLbzTwRgNvNPB31sBSwCqRlsLf33+Gs9cFrJphaJGDN2DVIop5c/mNBt5o4I0G/o4aWApYJZx1fn5+M1y9LmDVDEOLHCwOVokFvRaUTUl8+K/vEVE1MuNUFalhlD01nIko4tS6b4mtHmLKbqP3RQpff3puYbDKKbJKMdzI3u9/IKFeMb2S1cCjo5u4HFKKcniAEZMVi0FNfWY43204IaXdWpj9WbCqcDqyymZW8eDcdoIqR9FMzIJVQhZN13M+/stuOnRiRT4YVGOc3raOkIIOhpwiq4RTQddfzYbPV/Gio5vLu9dy6WHFHHBArOAvergwWNUuIqsEw/ZJWnKDWfa9K7E3vSjoml3RPSOPAKvyHZFV4wYTg/0i2mISk1ZJ3NXtnLyZPruiecqGqruETRt2MSjV77JRcOcY+y7EoBVpjxqGJKeVYrAFl00rSerW0F3ViG7ShlE9SqrvQQ4EpBN3/RDbToRJ9VtlPuw2CyNdzVIqJK1iiPCLe9njn4+irRKdxYZRpyTW8zgb3FJpzfLhs803GJJAi2kKU1ZCT//E9pOP0ZusUpTUTGSV84JskYGhIpFvlnvQrzFJUU8JnrvmgVUtc1J7CWeOAE3qUzJR6dW4+dyne7QTz68+JbG6d3pluiONX0faLdbs82ZIZ2bSaqKnOBLfh/lSKqqpqUmGa1JQ6K1SQXpRZ2dqyo4AehRNaezYew2tHK1kn+S553G2nYxBa7RKgGq231n2eKahG6tl2VurqB3QSKmoxrvK+fqzQ7SOGxBRY8Ih7OyEk3Us9ksGqxSzYJWiPokvvttNy5ioUzXr8nKmKyLBupu6pdRjEyM9nNr6I4EFrYTu+YRj0dVSzSlRP1hEIpkNWu44R1bNgFW9jLUVsOzzb6nsHpXGsk0aeXx2DT5F/WTf2su28w+ktJbC2WlU1bHl6300qUyONIA7QhjXT9v+NHPiXSEiq3ZFVGOxmnl2aQceoflojRYMih5WffWNA6wSq+PH29h3JoSM4Iss336ZboVmTlSFIGnTOUdWWWnKuMvXV+JRGixM2dTc3vA1sU6RVfE1A5itZqpDj7Lm1F2pfspiOpyNrMpaOLJKAqtC0VvmAp5zIqsksKqXQwuAVRqdhvLaQSmaSjfRw+W1K0luV0rgrpBtKWBVS0sLd+/elWxM9HldwKrp6V509yqwSryf655cY/WuB+gMZkZrIvl2zTkah1RSyquh9ny++vEao3rzTDu90fIS8CzSAI6XBzrSq9lEVO8kWT47OPywEo1Gie/J7Rz2fopao8NoNGEyO2qi2S3jXP5+GadPHKdhUEVfeSxfffY15/b5Se+E+YJNmpSc2LgKt4f5qLXTtExGNM0J/PXt9dQNqzCaTKiGK1j/5UEpsso00cWZT78gqX5AkknTksofP9+EUqvHrB3lp7U/ElvRh1HVh9dXn/Kous8RtWwcx23fVspHdFgMKg5u+oGA7BYJpB/pLObjP++mVyfSkdlI8NzBppAqdAYd945t4ZBrNAq1VgLURPShWOyQ532YLaeSpHeCzaLDc+s6PGMqMJtEpMwWTkRVSJFhc9409ikmWlNZ++NJ2if0qEfaWP3Rx6TUDUg8GhVt7Ph0FW2jKhQz7QwvzY+4MN6exbIPT9I+qsM40cq5r9aQ1jGO2WQiwy+EhlHH4oei0HPczunE4lTjUaQB7Ey+yoqLD6WamTZtFxv//ROq+sexWvREXz3C3lsZWET0rsVI6IkN7Lr+mAnNtA4sVqfFHyKFp4FS/918euAOE3qjlFoxxXMThyJ/xl7sDrBqrX8RKp0Bs1FH8u1LuD4sojr2Cu8eDJPSyJlNw5z89FNSu1SYTVpJzx4xFVinpqYjAEP5y1YPKRpLfItEGsDlXhmojRaM6h7ct64jtmFMAoy0jXH8f6tOoDNb6CkJZdk3R6nrGUVvMGAyCxDSgna8nC/+tJd+i/iuTdGR6csnBx8ypjfRkhXIj9vOodCZsU1Ooh9uIb+ybY4uhI3bp6y05D1k2cdbGdZamLSYiTm/jT0BjihUZ5uwWTRO9mLFNqng3Fefk9o1gcVmQzNczu4v91I1rGa8t5LP3/mK7KYBiWcB4IjFBs6fM2d6YvHMWE0sn3yzk/4JkfbOxFhTCnv3uzKk1kpg1dvHo9CbzHRnB/DZj6ekhQgiTeb1TT8i9GwyaigOPc6WgIKX5BSyTln1RFw7xPr95/HObJcimq2qWn74txWUDYnn10hV2GF2eMVJtdjyI9348ngMJtskFmUVX//HepoUGuk5b392na/OBjGu1VGecJvPV51jQKFGLOgS75m53xw7vSWPWbl6D10KR0o/dXc2a9edRyXqpDk9H879rGYdpzZ+idvTBgxGE8PNKXzyvniOtKh6Stn+zWYaxsWCHSXbv/uMxAblgnKLelT/7b/9N/77f//v819rM+ednZ3cu3dvZlHEG7BqRjW//WAp4NT8NguBVSKU+YsvvqC2tnZBpl4FVpkNGrLiH/MkJh395BT97c30jape+qdrQeIzF6cYG+qnu7t/zqqCmdtvDn5WA4q+Vlp6fksqOjtq9SgV5dWz49jMNFWXkpKSJRV6nr0hH9kZ6WokLeU5NW1D0yi6HY1iiJnC7SwAACAASURBVNK8bAorG9AZHYVAxQe3qjCHnLxiRlQGmYDTforelmrS0rNo7R6e/jFmY6izkfTUFCpbBqZ/DE8xMdJPYXYmFbUt6M3Oxfgc5DTKEdJiIkjJKUFtmpt32WnA/xKHFr2S59GBPM6tkz6Uv11oO5rhTqKDgyio6v3t5N5Q+EUaWApYNZ/g6wJWvfvuu1Kh5NLS0vksSudvwKoF1fLm4t9IA15eXghHyJvtjQbeaGCuBpYCVs3tAa8LWPXll18ivjW5ubnzWZTOfw6sEqu/rWYtyf5n+PDTdYQk5VJXV0d+6hPOHD1LXV8/+778kNN+SQyODJIceJEP3jlCy9A4HSWxfPTNNlR6s+REM+vGCTiznjOJrWg1EzzxPMrmE370jCoY6ark4L5z1A2rKXviyW63WPpHxmjMieK8X/orIqvaOPfuO7g/rWZCraGzJo3zF++gMJiYGOvn1E9ruJvXLaUzsRjHubR5JRfvpTI6oaStNIGj5+8zqNYz2JjFn//4Adn1fZJTsyjmAVeCctEZDNQl+/PdFxsIf5pDY1M9Wc/ypPpSOSGX+OhIDBPCaTplQzfUwHd/eZcnFd1SJIsALDRDTax+92N2XHmE1im6RZ4M4SxrzvTn458C6Bsf5v7l/fgmVzKhUhLrcpa48v5Zh4PdxkRbDt++9yWReXWMDbbjsXMl20+EM9BRzXer9pFb383YYAu3j59hSKfn0vqNBD6vQjk+RNrdM6TV9zHcmMHG5ctxDU6ktqGB4qw0mno78Nq+jtiiFsbHhwn3dCWxpp3gbV9z/3k1yokx4gM8iakdRqvs5sSPKzl85R4l1XVUl+ZR1zNGS3ogn3+2luSiOga7m7h1ZCPrdwegnxMBMUVXSTQfvL2GlIo2elrKOb9+GXse1kmOwpsH1rHXPRGVzugktx2Lup8177xPYHIhF1xuUlGZzva9rvRNGJi0WlCN9fE83Jv1W89S06uUHLmD9el8/u9/4cx1b+4FBBDg48kPH+5mWGuiKMaf3XvOUTukwWIyEH15L7vPxTn93rYzUvuMdd9up6iln/GBFlwuXpeKwk9ZtLhs+4brwRmMjI+QG+WFX2ojRouFzoLHbNp5knHT5Mu/+UWaSrORuud3+I931zGg0E477KYwjHey/623eVzchsliQT9Yx9t/+iuV3WMYdKP4H93C5oNuZJdU86KqhKKyljn0TUMV7Fl7kOKWfhQjXVy/5EnzuIG+skje+3QtEcm51FQUExcVR9/YGF6bv+dShKjXMYlFO866zz8gorANrWaUqAs72OceTc+wgt66LHZtPsmgzoSmr5htP27hUW4tCsUY2cEXuRqUJsndlXuH/9jkz6BKNztvAlyatPDYZR/fHw1FqVbx8MhaNh27RWNnH9U5j/n0nQ9JrupBO9aJx6HdlHSNSSkzfQ5u5sCNGJQag5Ojz45R2cMXHywjo7ZPchLWJrrz3tfHKG7qoasum01vv09EzSBarYKz21dy7VGRVPNEN1zD1hUrOO8TReWLWkrzUmgfUjvx6ojwfHJpF5tcnqHW6RktDuCTve70jamkuiIdiRf5/kwgSp2IxpHdtnbM+kFcN6wisrwbvcmCWdfG7v9YTl7fODqdFp+da7kYmkdfeyXLv99Lbl03ypFWPI9fYFBrnFkEsBSwSn5vyPvXBaxas2YNf/nLXxCg1ELbz4NV4vnuI/jyTr5efZL8qlZM+gkivC5y8pInkZGRBAfcIb95GLNqtl1p/eDcBQQipax+hISbx3h71RGqOobRjLTjfeB71p8OoHV4goGGXA7/tJkDJy/iFxDCk/QaHF6TKcrCT7DqYjwqo4hI7cVlywrOxNTPpGmbI5fdRldpAnu2bObY2av4B4YTl9uM2aLmweV9bN19iqCIaOIjvPjqo30SWDVp1pAfdIHvthwlKOIRYd5neeejlTwrqKGx8Bk/frOc6w9SGB3rweOzt1mx4yKRD6OIexxJxPMaLJNW+quz2LTia874xjKkHCfjsR8fv/UDiaUdTAy24rL/B74/GUD7uB5FVxnnd21j15Fz3LrzgJjYPMaH2rh9cB0/bHOR0uGNtZRyaNV3HL4RSq9CTf0zLz5df5Tk3BcYnUAiu81ITpQH3yzfxMO0MlRGPbWJdzhw9AKhEQ8Jf+DPg9Q6DCbtTLvonBczti3rTrw7M6O9+eTDjcQVtGDQjRB8+id2nfeluK6HGJ8LHDjjxqPHTwh/EMiw1uj0nrNjUvUQdnkHn285R3FDB23F8Xz71kfceZJFb2slV3ZvYP1hbxqGtNI3WTtQxfFNG9h97Dy37gQSm1AoLb6Q+RHp4IxjDZzYvIFT124TE5/A9Z++Yd2pxe3FMg1WvfflT9wPDicu5jERcemMi3dGSw6bvl6N+51gnqfEsOnDj3CJyqSzPp+DP3zLgWtBdI4bpJplhsFiVixbw70n6XT1tBNwejOf73GnpnuMtooU9q78hsuhaWgMSnJCr/GXLzaT96ITi15B0OWjbNq+HxdPHyIfPaVzTEluvA/L/rqaxMp2TJoRor0O8cmPZylqHWKkKYstP67hTsQzhlR6KoLO8ekONwy2uT5B00QfEV6n+PjDFcRm1TPWU8+VbStYe8yHqmaxKEl+74nFTKYZe3maW01zTSZbP/mYG2GpjBu0lD4LZM2nPxKcXinVUMsLucGPP27n6g0vgsOiqejXOs3tXHrC/gxmDU+8znPyipf0Drjnc4vs2h4mbVaG6pP57OONhCflMtBeyo7167nsGUBScjL7Vn3DoRsh1DdWc/v4BlYc9KZz7OXoSCmKLCeUz7/bRtuEHOWvxPfoZnadcOFRXDL3Tq1j1d5r5BUV4ntuN59vvEjdkAabdQLfIxvZfvw6kY9j8Tq+kc83naKoqR/teC9+J/eyYecRPG758zD6OWMmRzS/bHcWwzhJ/tc4esFdki3I7yapNX1SWsq0CA8++WAjj9PKpJSQch8BNGcEXGH95kMEP4wlPtxdaheXX0tx0n1++GwFD54WUF/wnNWffcT1kCw0TmkWZTpLAavktvL+DVgla+J32M8HopZyvhBYtW7dOg4ePDinzokze68Cq6ZsZopSEvH1uM+EdZKSlBhyaztfemkLmpqhEcaVailk0nkMsSKvsbyYrKwiKeR8zj3xD6BZz/hIP6p/BPhgn0KvHqZrRD+frZfOrTolI2OjC8rwUuPf8UJTXgKJeQ2/mqKiuwY/fx8O7N5LZMwzhtRGOmvLyMnNI+rWeX66EvrSPzDa4W4yMnLITX3CplUbqRk2ohruJeP5U8rrmwn38eRxRgVmq4U4/5uUNHWQnxqP351QRg1zc3P3lMQTnlhCfUUBAbd9qWwbobMyl6SsYro6W7i45yeym8elFIrPYp9Q29zIvZvepBS+mLsKdcpM84tyEmNS6R8enXvvV2vnn62jHY1mguHhYWl1ZnaIJ25RebOrVX+VOHYam1sRs2acGCLmnheRyXW/itLr0EmsWunskVeovoqjKfr7e2dWXLyq9d/y/lLAKvEjadu2bTNsvC5g1Y4dO9izZw9iRf5C238VsOry5csUFsopGBbSxKuvCZDl2LFjUnqBV7f++7UQq8fEPAsZxaZQKFi2bBkRERHSudiLc3F9oU3I9a//+q+/WT8L0ZavCR7+8Ic/zPwJfgXfi21CFlmexdosdF3MsZBlPiAm60TmYTF9iP5yG7GXdbjQWM7XBK9yv4XGF21lPcvtFpJPnku5zWJ8Oo89/9iZF5nO/L3Qv1KpnGM38+n81nMhi3he5s/Fb6W7lP6yrn/umZd1vdA8LGWM37vNUsAq4WjcsGHDzNCvC1h16NAhyZZE2tmFtp8Fq8RKW/sUZqOWlrJMbrm44ObiirdvIMV1IorDzGh7Gf5eHvjci6CiphRvd3eiklJ5FOiDy3U3wpNLpDRqvS+y8bh6FU+v+7SNajBqx8hNiMDDzR2/oDi6xzTSamCtop/4IB883D2JTa+Q6kEtxLfjmoisauf8e2+z7+wVPN09eZRcgMIgVvlaqct4gsf1G9y++5BejVWKoNGMdhAXchcPN09C4nNR6EzSavPBxmz+/Y/vc+GqC54375JZ1jRT+FzU1GooeIrbDRc8fIKp61Wg6qvD3/0Grq6epL/ok5w4kxY9NckhuLneJKfOcc1qVJJwbh0Rea3zHKsOCQzjXYT6uuPq4s7zshaGO6q45+2Gp7sfBXU9DjBjRgEOh3pz4VNcXdy49yid0tRo3LzukF3dRV1eEjfd3bnz4DFtwhFvszHcXMr921543wqgqKFfKtAunB79TcX43LiBu6sP2TVd0srsgaYifFzd8Lz1gIrWAUeUTncVd7088bwZQEFtN9ZJm6Rb1UATYXe8cXPzIia9QiqUbpXqliXh5uLG3bBEitJjcHW/TU69Iz2eQww7VqOaoqRQPFzdiEouoDA5BBe3+7SNa+mvzcHbxYOwpMKZiBPRT0Q/jXdVE+h1nZWr1uF2L5YRrUlaXa/qrSPYz5u7UamMaQXIJVZsTzFYm4br1atcvXKVG9euSX9uXqkYJm0YFK2cXb+GJ/XjWCetFMWGERFXNsd5JlICdVVn4+nqhs/9x7QOKqV0PmI5uFHZzeP7fnh4+ZJW2uyoPTQ1xURXJbf9ozFNOqf9mZ5Au53RljICvFy4evkqARHPmDCKmmQWGnNicbtxA++7UXSPjJAXF861K1e5H5XOhNGKXtlPYogfri6uhMVlMa5zRITIpjE1aaQh/ynugtfAJ3QMTUi8CodiY0Eytzzc8LodKDlCe8tTuOXugtvNQOr6x6lKjcH9+jX8HsQxoDFJz2ZKVCDubu4ERj2nX6mXdDplm2SwpYIHPp54uHuTWtyM1mTGoOgm+JYr16+5kFrZ6QQAOd4fio4yPK7e4MGTbBTD7TwMuI27tz/5lXXc8XbHPySamLBA6X0RX9yFSd3Ho/u+uFz3IKG8d/a5mTJRmhCK67Vr+IcmSSv/zXoFz0J8cXXx5FlhJSlBnnjcjZIcso35ibi7ehGfW4/JamWkrYK7Xq64e9wkVYCCUhqq2bkZbynhrrcrN9x8Ke/oIPy2Jy7XPXla0IBmtJWQmx5cv+ZN3vSzLfW0T9FY+BRPFxfcb4fTq5qgOPkhLleu4h+ZTGd5Gj4ernjcvE9t3zgNeYl4ubniHxRD25BqTnqopYBVRUVFbN26VYpmEeO/LmDV2bNn2bJly6I1eF8FVgnb0mlFikYtRrNVini0WS0Y9DopTalRREBNp5+V25lFHTYn57nQh3jvG3RaiY6IUBXvOp1I3arVS9FCIvrIYjai1Wik1HAiPZe8Wc0mRxu7iLa0Sd83QWOxTUpbJ9KParRSqr1JCdyxSxHJgkcxpnq0hk3TNatEhKiQSa/VohFpKI0OPowmM0aDXpJfbzChm+jF68tPeVTZJaWs1BtlcFTUdzRK8og0oCL6xGTUS7KKNgIYlse1TNqkKE9RG07Ir9MbpHe/iB4Usmu0Oulc0BP8yPcF8C/OBR9OGTKl96/gUcgqojqE3oQuRepDjVqDNP50lOpsO/Ocd4GkR7tNmlPHPFukb5SDRx1Gk0WaP2l+BX/WufUaJf1NWh36E3yYLZiNgieNxK9IBavXadHq9AjbEJuwGev0fGt1Bun7NQu3OGZWfCtEG0kOgwmDmAuhL6sjWu1le5mOrLpbwKhCJc29+C6KTehE8CTLJ2xRzJU8vw66021tNql+oGSbFtlOHSl5zSajI62txIcVo14n2YL0bIhFD1Yzep3j2RDRgTbbJCYxF0IXJgtiniVdSCl+rVLNdJOQS+eQS0S8igjG+RHAwobEMyf4F3wLe9Bq1JK9mIU+5jxvgg+HvehEVJrJII0vjkWkl5yaV9iLbUpE9U5OP5saKbXfXFrSbM3Qk+1vVg6tFAUp9xHRYQadTpJHfO8ddiBSu5ow6PXo9QYpmlDYspTmeIGFQmJEwb/ZLOx52iqEbi2mGZsS86aX6OmnbUsnRd2K/wHkdsLeRBudTo9JvLuk+RHP4uzY821OtmXH+82Rkla0EalwZf0bjGbH/xuSZTn0I8qOyM+4sBFRrshgNEo2Kz0Her0jalOkutUZXn7+gKWAVSJ1uPgtqlKppNF/G1iVkjIjwpsDXps0gHb7JFW5GQR430dptWO1mKUfPfPnSIQ958Y+5GFcGuOiYOm8TSpAa3HKEy/ft9sZ66onMvAO+U2DCxqj3PRvsRdhwzlPAgiILZ2TB/ulsew2uquyCQ6NoL5POefD91Lb3/mCCF0VL9Zft9nwObGT+NIaQvzvUFtTxbDOKhVxFekdDF25/GXlceZX13L8cyPamXE/8D2Bue3UluXh7xuOzmajOfMhp6+HoOgqZeX2y1KYcn9LjeQAKGgYcWLVwqVNG3gxasKsGiIi2JcHcc8JvOlPYVUjk1NTFASc4rhnPPWlaXgGxDA5ZSPvcQCuAQkotbO2ZNGNERcRwO3QZOkD5jTI3/dwyiatbHX882Of+Uf778GEzWogPzOJwOAn6ExWyh754fmo4DeBVWb9OOf3HaF6QIFZpyQ14s4/L1hlt9Pd8gLP6170ql4NQJt1w/je9KGosvHv/u6Zby9LAasePnzI22+/PdP1dQGrZhha5OC/Ali1FMf1IuqZc1k4tV8Fsszp8A86kYEZGWj5R4NVQm8ygCMiq0TKTKHHxXQpA1u/FESQ5ZbHktUvX3em58yT3G4+0CXbjaxHud38vaDlLItoP58HmZYMnizE00LgiaD9awArZx7n8yffW2g8+d7vsZ+vz9+D5lJpzNf3Qv3+1vIvNObPXVsKWCXe13/+859nyLwuYNUMQ4scvAqskrqJ1Fa2SckBYbFYsE4KJ4592nlowzp9bXJStLHO+ZNy9cv95b6SM3BK+p/QahGOFFG7wMGgSKMmfvsIOqKmwss/8p0FcYBVFz/6grxhDRaR4mc6tYxwwgiHhoP+rJNFOKbk31YybyLF3FBTDm+/tZ4+lVFKhScBHtNDSbSE/IL/aYeNSKfmkHVScuSLpjNjCt4l/UxhUI8QdeYMbWML/28lfjfMyivS98h0HQ5bZ2ml42mHrZBLBo4ETwKYkuQVuhPzM61QQd+ZT4c+Rf0ncd0yK6tEd25b4VCR+ktyC5lm50OeJ6FzSY8O5qbtxMGDbA+i35xNtodpXmW+Bc+yXidtc+tZiP5Sij2TjgehUYw6OXBlXoQ+Zp1vMi2LBLoJu5VsVwAUUzbGemsJ8PZHZXA4gsW4kh3OZXSGH2nenby3kh1NOtmps/1OzneyykSFPkWawGle5HmS51Sye4c9CZ04njWbNJdiPNmenedXpizmStbdfF5nrzvSH845nxK1SxzPttxvIXuXx5F0PS23PEei/dxnSm7t2EvOYKv83ph+7q3iuZ90vAOkY6skr6ApUljJNjF/ToTDU+jvJV5nbEnMiXg/TUn6EHw53i/ifeX87Dvbyiyfs3JMP5fT7ycHT4JHYe9zV8k7P7Pi/SPpd/pdIXQrP98O2RzPmEV+RzipailgVUpKCm+99dbMgqLXBaxyEmPBw58Hqxbs8p/goh2Doo5Nyw9S1b9wbeKFhBRgrdfXn5PYNDbzXVyo3Ztr/xgNiPdIotdONofVSIs0/jFcvBn1jQZ+nQaWAlbl5OTwwQcfzCyk/W1gVXDwr+P0P2mvpURSzW+zUGSVyNMoiiWPjDgDCLNKWyyyyj5pIC7iAffv3Obg1p84ffYOvYM9uB7fRWhGNdZJM/Fh9/D1dufc6YtklNThf+0ER09fpaK5i8yga/zp/e85cWgvlzyCCfZwxffuIymMr60kjcAHQbieO8zug17kpcex+6etPEjIR6Vzhk3stBQ/w8/vDhfOnCc0OpmshBC+W72d8pYO3HasxTs8nebqPE7s2sbpq15cP32EPWc86RlTY7OoiAq6i99Ndy5dvE5hbS8T/Y1EPwznpttlVq/aSVVTA1d2b+TY9WA6urvIT3+Ov7cH2zftp35o9oNsNepIfejPzn2HiMupQa+bICY0gDu+vlw6fYKbQU8xiCp805tFO4LLzpWs2HaEvVvW8yivnsK0OHxueXHk0DnyazqwmNWEB/jg7+vN8cOHScyvo72ukqiQQFwunOSUVwQm3Si3Tu3AIyiPxqLn7Nq0jYfPSuhuKmT9yrVk1vWhHm4jyNcP96sXcbv5gM4RrcyGWJuD16HVnPUJ42F0/GwRQrH6wmqhtyiKc4Hpi/+IttvwOLiBrJYRslMfc+V+nNRW0ZTJ7nM3qUu5w9oTQdJ4qt5WQjy9SC3smB3fMsCK//cHRmx27GYVMVGhePj4cdLtFqUNjnZ9+fdYc8SL3Li7+Dx0pHdpy3zMFdcIRpXTP4rtdiYGWnC7cIxj1+9SX1PMkU3r2HdgP8s+3kS7UkVi6H18bnpy5vhZHicXMD7cxaU969h/yZe73tdYu3odnr73cDt/klOXbtPap5zlEzuqkW5C7/hw9exJbj94LKVHbCtOw9//LrfcrnDo2AVetPcSc8+dq94B9I6OEeN3gU3H/bHbDES5H+eTL1dz8PBJniRlkZWcQOCdW+zduIHg1BaMWiWJkUH4eLpy9ooHpQ1d1BdlERoUyLn92/COmhuRMWmc4NnjKO763Obcod1cf5CMStGH77XTbD98habuIYqj/Thw1p3gu7fZtup7QlJqHXl6a8sIC7zDldNH8Qx6hmq0m1NrlvHDlr0cOXyEvFY5+sFOd30W3/7pE+7FpzM8OkbCvescPOmCx/nj7DntTmu/SEE5Renzh5w7eZQ9Ow6QVd1Nz4scdm7bzc3bfnhcPML3Gy8xMV3wUlKszURpcjDrNu/H3/8OFw/9xI5jtxiZUPIkwJ11K79n9Y+7ScqrIDvhsdTG7dJZzl/xp72ng1uXTnLkyGl8vF3ZuG4zz0Q+/0kL9QVP8fX15ezJ8zx6mkdTeQorvljBiaP7+GrzKZ7F3GXd8k2kFJYQ6XeDDduOU9M+SHNRDMs++IH6AbnWgo2+ujy2bN6O973HKAxmjIoObl27xL5de3C99YgJ1SghrqfYdtSbnvZyVn22UgrddjKc3+1wKWCVKBDpnNL1dQGrQkNDpeiQgYGBBfXxBqxaUC0LXlzM6b9g43/gRRkIkUEWsf85wGMpjv1fK858XuQ0gAuNKYMHchSQ0Pcv2UR70Xc+ULSQ/PP5ks/nj7lQX2eeBCAjxpRBKHFPlkOmJZ87A1qi3XwwR4w1n3eZL3Hv126Cj/ljL8Tnr6W/WL/58i3W7m9xfSH7mj+OPC/yPM2///c+XwpYJexBgL3y9rqAVdHR0YhvTU9Pj8zanP2SwKo5PV6fEwEyTQw1cPT9z0jrmY56+cXsidRsBrqrk3n77TV0jutngJ5fTMq5g6jpox4j+7Efx0LLpUgb59tvjn+lBkSk37y6I7+Ykn0KrVolrSwXoOKb7Y0GXgcNLAWsmpiY4MWLFxIYJ3h+XcAq8XslKCiIjg4nX4aTUv8rglWmiXYu7fqR99/6gCMej9BNzgPtnfQjH9ptZgqjXPnsrbeklJF5raPyrTf710ADAqgaqHrKDx+9w/tfrMIvqXZOTa3XgMU3LLzRwM9qYClglVqtllJ+i4VOYvtlYFVJCfzhD7N/b8CqORMyH4hayvlCYNX//J//U0IUnX94Og+0GFjVkODNhaBiCeyoyc8iwEtEVk0R43+dR3l1WA19HNx+iqaWVpqbXkhF0Z6HBxD7PAed1Y6+LZ1luz2kVU56vYb8pHjCg5+gELmsj12jb1yFfcpMXn4hPW11+Pt5Udk/Lw+nqY+ffjxAx6iCptJsgoPCqe8ZJd73BlddvfCJzJAinLRD3Tz2vUVKcTf2SS2eh/fypLCZwqCLnLufg3JsiLSkOB48iOK+ly/PcyqwTNkpzMhmQqcn1e864SktaAcaCA2LJLO4ltKMQhSmuTWT6otS8A+LpFNhoiH5Pid90yRVKga7cD93lOzGMWfVkn7zONfjG5k0qijJz8Llmh99YwqKYh9w51EOBZFe7PdMk8CFsf52SgpLCLkXyLOsSpTjA1zeeZBmtZWKGG88QoqY1I0QGnif2NRiJnoquRWcwaRtkgcXdxBV1M5oXwuhYaGkFs6tTzbWUc7RHev56tt1hDxJYVxrQj/cir/XDTZs2s79yOfoLAv842G3MdxWytnL96XcvelJ4VyaBqsmWnMksKr8iTvrToVIcqv72gjzFun7nP7BM3Sy7P9ZzegU2M1q4h6F4+blzZEbXpRMg1WDxUGsOuRJesRNfKMcYFVndgxX3SJnwSphiUYVKYkPuR8n2pjwPXmW/Ppu1Co1rXnhnPSIlYC0jrJ03D38qe8c47H3cW5ltGCzmMgIcsXnYTGTqh7cff3JKndKWSZyNlenc9X7IS11L2hua2ditI0Dx64xOKGRVi/mRnpy1i+R6oJUAkPD6ddYUdQ/Y9cFAdbZaS+N45DHQ8wWM+Vp0fiHx9KnNKLurKC4S01DejDnPWNQKEZIDAslITkNP08v0grK6O9poKi408l+7JQ9DSHgSTpKvRX75AT7v/mKkq5RMlJi8Ap7KskqIqvcInOlqMCRumR+POnDeE8TIXf9eV7UhGKomaP7rzKk0ZNwbS9301uxmgyYrE4/aqfG2fXhNoanwCIiq8J9CU+qwW5V4HbChYIqkU/eyvi4EpWoFRATiFdYKnZtH+dcb0ugox0r5zd8Rk733BW36o5CzrjeZ2hcLQyAaztX8qisl4qsVO77BEv1FUbq09l37p4Ujixq5IW7niI4uYzk4Aiiw59jtENLWiArDt5GN97Gge2n6BpTUJf3nAehj2nvbmbn5rMMqHWo1Sr62qq4ss8VtR20/bWcv+xFbfsAyuZM3MLEO212s2t7Oe16m+qWbumiTqVErVVTV57PTXcX2hVmzKoerpw8jberO+mNC4P+sxR/Yrnl7wAAIABJREFU/dFSwCqxOlWExsvb6wJW/fGPf5RWSBYXz9WvzOdSwCrZ2R0QELBoqjPhmBaAiAAjZLBBduCLvXxN7Oc7zpdCX/ArO5edacljiPuyY1/wKZz+op1IzejcXowtfuzOBwVE/8WAiVeNK/h3HsMZGBI0xT1nsEF2pM/Xg7OM8++JMebzLGQX14RTQbQXbZz1II+5mFxSY6f0dM56EzzL9OR2Yv+quXRuK47lOZF5kcGq+e1kHQvd9ff3z5FnftuFzgVfom9CQsJLelqo/Xy+5DlxtifRb7HrMs3FdOt8ff5Yct/514W+58+7aLvYdZnOq/aL9Zd1Lu6LP9mG59uZoC/z+nNtnPkQ8stt59uS81ji3q95XubzM38Med5+zqad5V8q787tfu/jpYBV878zrwtY9eGHH/KnP/2JrKysBdXyzwxW2SbNdNaWkJz0lNT0AoY1zgv3FhR3gYt2rIYJKvLSeZqUTF5p7dyaFgv0WNIl4dRqriIjs4BxnenNCvklKe1Nozca+K+rgaWAVcJ5KH7PyBGErwtY9e233/K///f/Jjk5ecEJ/K8IVjki+USaMbMj/ZyTC2FBJUkXHVHMFrNZiuITEcxvttdLAyIyV8yPSMP46ujv14v3N9y80cBSwKr535lfBlZ1d88CVQK0egNWzbG6pYBT89ssBFaJYo7CsTI+LqIjXt4WA6uiLv+EW2KTA6wqyJ5OA+gEVtmsZET5c+zQUbxu36emfYD5YNUXe72mB5ycAasG2or46bQHoxOz0T/97QuDVVNjlXzw9goiY+NIiI8nt7haKgY61l7CthXriS5qk2otCbDqid9tUkt6pQiQCK+TBGa+IPTCFraeuCn1TUhKobamjBvXvEktfIFchm/SZJgBq6YsOgqePeLc6TOcv+hCTc/EHIU5g1XJdy5w9WGpdF87PkSw62WeSuPPdhFglcvTFlGUS8rFvnHjAR7Fxkv8lNV3E33jAJcez9YGUrRX43b2FC6edx08x6ehNE3NgFUiSqr02ROCI2JIjHxIebsoEGjl3OZlXPIJl/okp+XQOyxHzTh4ETl0hwZb8b54gksXL/M0v05aySTyiY721LHps4/I6ZqdD6mX3cZQZyPRwY8Z0Vkx6SbISXnMFd9HUm2j4RcpnHEPoykjkG8P3pG6KLqbCfP1Ib9ueFYJ1kG+/7/f0muewiby3cdEcC8kjHNXvSiqbZMAl/bU2+y//pCcuAA8Q9Olvg2pUdwMfIpCM5sG8GWw6jyFjT0SYFkYdIkrAdlS3/HWUm7fCqC6eUACq/zzOhE5bQuib+P/qAK7fgjPO/fIKK2f5RM76rFu7rlf4fjxs4THptNZk8m2Ux4o1HqRs4OGvGj2uoUtClZ1lMZx1CtassHsuCDuPYxlTDcLeGb5n2PT3svTc5tMU3s/bdV5XDl7kgvnLxDytNSpdtgUScGeBCVkTRcltHFtz/c8q+t/CayS0wCqO/JYc/wmPc1VXD5xGDefEMdYz/OkWgkCrLqX3eUk8/ThfLBKTgNo1+J7yo2iqhYM6mFKCovJy0rngZ8bHqEpElh13t2X8kYBsk1xbec3ZHTMBZwFWHXePYjhcQfAEnV5P4HPGqnISuOBbwgqq532jDCOXX2IxWqTVgVnhnngF51Jckgkjx+mYBKgU1sm7269hKqrgM8++ZGH0++EgvI61Moudm47JwFyAjR0BquYMhDufoO47AqSAu/RPGGZI/8csMpuo72qnOKiAmKiwrh29Rqt42aYEjUAAlm79Sidi6S/mUP0V54sBawSUbKiwLy8vS5g1ZMnT4iNjZVqqcm8Oe+XClYJZ7CzI104o52d2jKI4dxGjCM7rWUQQHYQOzuoZee1c9/59GXntHMbeUyZttzGmS/Bg+y4ltvJ52IMeZP5Erwstol7zuOLdvOvyXSc24k2Mk/yfWf5548n+HK+L8sl5kCWwXns+bWH5PayfPPpzR9P1oczfZmGsz4EHec2sizOss6nLbeR5V8MrHLuJ/dxHtv5/vxjmX+hG/EnjzW/nXwu03fW8WL9ZNqyLmUa8n7+/MvXRXuZD5mG89yJds46lnlaSGZxzZlXeYyl7hfjUR5TzKmzfPPHk/l35s1ZvsX4WEin83mReXC2IdFG1p1831l+WW/OPMs8ytfkc2d7lfvJcsi05XMhh/PY4nx+n8Vk/T2uLwWsEt8iUWBe3l4XsCoxMRHxrRFA80LbPzNYtZA8b6690cAbDbzRwD+jBpYCVgnQR/yeEd9Isb0uYJVITyiieBeL4P2vCFb9M9rgG57faOCNBv5za2ApYFVubi4fffSR9DtLaOO3gVX+/v+5NfoLpZsPRC3lfCGw6lXDLgZWZd8/x+4rUWgMeopSErjlFiBFVj3xv8ajvFosxjGeJxcyMTZAbFgAEc/LeB5xl/D4VNQmmxRZ9flez+nhJ8lPjCcs6DHjI20cPHCK3MoWdDoNA319dLbU4XvTneIO57RsYLeMcGzDdrJqO6TCaGqNlonRPlKfPiMnJYadu0/T0KdCgFVRtzxJymvDalbz4KYXhU19vIi/zZ6zAfSPKlGp1WjVo1LkT2DkU0aUKob6uhmf0JDid43A+BoMikHqG5oYHBkh0uUUoQXOkS7QUJTK7XvBtA7rqHsexN7zQejMk4z1tXHXw4P6obmO+jTv49xIaga7jZbKPK6fu0FNxwAqpQKNwUxFzG02H7vLiEKFYnyU3vZ6gvx9CI/NYHxCxeioAlEnr/yJlxRZJZQ50V3DbU8PrniHo1CJ8exEex3FIyxT6qNSqaWieLPzbiMz7gkVzQ08Cg7gUVQkz/IraWttR6XRY9WPceHQfupHjejVCpoaGhmb0DLQUo6Plx9F1Y10dbSSkVNAdWEG7jfuSKBA2dMIwpOKmOgp5+vV+xnWGOlurCI0MITuCQMjPe3UN3dhseq4vH4Fz14MohnrJT46jJzyWu67ehKfUYbJYibO6xSP81qpzk/ikscDVAY9adGhJOZUYLDORnzZjBOkJERyL3Y6surEOQobuyWwqiUnnMMX7qI2mmkryyIkLIbuYS2PvI5xJ7dDAqvyo2/NgFUedwLIKJ0FCgUYpehvovhFB22V2dwNCKe6qowDh85Q2T7IlM1M9qM73E8qp744Hd87ATQPqmjPf8hPZ+87IqtK4jjiFSUd1+Ym4OLlT01rPxPjw/SNTNCc/4jDZ2/RMzSOcP7oDVoqi4sZGVfSU5PMloNeEhDomDs7Zc/DueH/kAGFDrNmgNP7DtM5riIj+ZFUkNk6Zacs2g/P6HypZpWqI5fVx7xRDXUQ7HOTh08LUKpUjClVUiqYeAmsmmvT0lhTCnZ/tJ52/eR0ZJUfEcm1YNfgc9KVwspmmtOD2Xk6DL12gtQn93EPfT4NVvnMglU7lpPePhf0FGDViSu+9A5PYDNruXfpDIUd41RkphI4DVaNN+ew+9B1BpQ6TFoF0T6upFW2kxwcSnhwAjrrJG0FMZy68xTDRBenftpHfn0XKtWEVChzUt/Hzq1npSgt8Tz0t1VxcfdlxswO2+koTuD8NW/8QpKdwMBpLev6OH3Zg5L6DuyTSg5/vZryfhUt1QV4ud2gZcxAX2stSc8zib3rygmXUFSmSfQaBS2NjahNv7aW3OwTKh8tBawSK/3WrFkjd+F1AatmGFrkYKlglbOzWJCa7+gVjmlnx7BoIzt6ZQeyzILsSJavCwfxq+iLtrIDW6Yj9s595fGcnc+ijTyeDBbIvDs7yOe3cR5DPhZ0l9JnvpNe5kv0laPTZF5k2s77+byI89WrV0tjy7LJNIVeZHkWuifoijbz9bvQePJ8yPec5ZDHk8eQ28i8zu8r3xd7ua+wD/H3c7yI9vPlcaY1/3h+W2ee57cV54J/mQ/nOVisn8z7YvIJes42IY/pTE/WkfN4op0z787HMg15/6r5k9sttl+MR3nM+fw78y5oiv7z52yxvs48zKezmB7mt5N1vtjzspg+nOWUx5o/b85jyTKIfmL7uT7z323Ocv5ex0sBq0SblStXzgz5uoBVMwwtcvBLwSpRs0bUR5pZ8S3qT8kFpxYZ41WXRf/fsn5c6v9LCfxCvn+rjK/SwT/LfYeuF1L2L7CDad0705KPnfXsfE2qGSTVsfr9NOWg/8vpOfPlzO9SKIn2oqbRS3W8ltJZavML9LwIzVkeFprHRTr93OVpmcQc/cZXwSKjOGT+pbpehNhre3kpYJVwNIrfMyJaR2yvC1j1KqX+ZwerRBSVbdIqLSB9lS4Wu2+3WRjobKKsvPp3/Z282Hi/+3VpMXcbZcXlDE0YFiBvx2wyzal9uECjly7ZpFp+1l+UntdmsdBV1YZRXmX/EtW5F0S0lNloxGAwzomCk6PjjAYDRpOjvuHcnr/sbLYWn5WR7lYKc/Olxe2ipEZpfgEDKoMk5+R0XcC/zfv01Tzbp4SftoOSvAJGdJO/6f+zV4/2z99icromo1mvorm2iuKSZsyTkwx2tZCXVYzKPLfOoVEzTn1NJaVNgy/52P7W2lgKWFVWVsaGDRsQaWfF9tvAqgsX/tYy/VPRXwo4Nb/NQmDVunXrOHToEO3t7QvKvxhYpe59gZeHD2nZuTxPiOWefyhtPb3EBfsSEpeNVjPEA5/7ZOfmUVJSSvuAksaSDEIjomno7KM+O4aDF27TP67FYtKSk/iYoJAnDCmVFD6NISj0ESmp6VS+aGJkuJ+EqBCSsqskEGeW0SnKUqMJCAwnPStPSjlYnJ5AyON0VGoFQVdPcT86g97OdoKvncXFJ5KS0mKy8itQ601Y1H0E+t7mUUwSReUvGJ3Q0F1fQmRoOAmJyeQWlTOm1vMiM5aA0ETaGutIf/aU52k5ZKem0a2Y+4Ea6WzgYXg4OeXNqEe7CAkMJiMzh/y8fPILqjALZGl6E6k4Yv1u4B2ZicY0iU45TGpsJGERj8ktKGFIocEw3sWdm7eIjX9KTn4JvYMj1JflExocStKzNCrrO7CatTwPu41/eBpa0yR2i4bE8AfEppbOFEMcbi3nrs9dEp6lUV3fhtbgHD0ySUrkPQLDQnG56kJBcYUExmUlJ/E8JY3y8hJSsyuw2u0OkON+AKnFNRQkhHD5qjsPHgQR/OAeAdEpKId7eR77iGfpOaSnZdIzomTKZiD+QQCJqVlSSseqF61M2qfoqkznjHsg42odTYUJBEcmkJubT0lpJSqjhfbKAp7EJpBXUERyUgoq8ySKoW7iIiNJz84jPSOfgRGl00fFjkE1RHxkEEFP0ujrbeOBhweJWRWS3g2qASKDgknLyiUzPYuaxnY0qnGi77hyNy4ftVpBYogvwTE5DHS3cO9uAM/yKqX0edKU2acYaqsgODyG/NwcKl40odLpKUqO41HCcwoLi8hMTZPS+in624h5GE58cjoZcSGcc7nHkGKCwqRwXP2jGFcb0I/3k/Q4mqhHsaRn5tDaP4Z+YpDI+wFEPUmksKyG8Qklec/iSX6eRnlZIdnFjbL5SHvdaDdxj2N4npZJcWEuzzIqmLRZaCjPJ+BeBC0dXWQ+DuJWcDyjag11ufGccQ1gcHSMFyXZhASFkJySSV1bD0bNGBEeFwhKLEJvmfcfj91I+I1rxGaV0t/XxZOgO0Q/LWKov4MHHrdIzqmguyqL6653yM0v5FlsOAEPk+lqruHm7TtklzegGuvD++xBEgqacc4wKMCq3QdPEZP4nLLyCrKzStDodRSmxHMvIJzecQ02s4aEhxEkpWZSUFBIZmYuE0YdyUEBXDl9g8z8IvKyMmkZVCNS5RQ+i+J+UCSZ2fl0DQwz2FnDlfMulDT2iBLaKIe7Cfa6RXF9B0aLjUndAGcPHCGnboHV2BY1j8PCiEvOQqkeJ9T1GtFPM8jOTOPeHT/yy2uIiwgho7QBZX8Dx/YfIbO8icHedp7GxtGvmo38mzN5v+JkKWDVfLKvC1glHL579+7l/2fvvL/iSrI8/6/sD7vn7NmZ2bMzPd1TXV1dJVMyJe9VsiUJeW+q5A3y3nsJgbwBeSFk8CAJI5DFJ5AJpCG995CfPfGSB0kqQahKPa2eqXcOvJfvRcS9cSOeifu9pqwsIrRmBLM9BauiFdqiiUgldqQSWG5eVv6Ka5FbtJI4UskcWU5uX+TbEvRj8RBJV1ZyRyuoY/ERWU/Q7EoBHs1PLB5EGblPMhASDawJevI1WTke2XbksdyWXE7wJugKoEumL/rUv39/ScEeXT5aDh/rWyz5CH4i25H5F/vILZp25LXoY7k9WQ7RAIhc/lPajO5b9LjKbUbv5T7LMu6qnsyzoBNrE/XlMYm8HtmeTKs72XXX5+g+RtLpyXFXPHZFU/ApgzNy/2U5RdL7GF+RMoisJ45l2vJc+LX3iyxbuR15LOTz0TKX+yN4l3mQ+ybORfMheI2sE92Pz/m7J2BVNL0vBawSaxkh+9LS0mgWpd+fAlYJhU5TyUPWL5rOwtU3CLa2Egz4cHv9n6RIimREKO59Xg/+YNQ3VmShbo5bW4JtIXk+wQgmFJL49vr8BFs6jLtikpHKBsIhf2JojiTgIRgB3sVs5L/IyVAL6pI00iuNksFbe68kGfklZd5H5UmIoN+Hy+nA7nDg9vok5aXf48Zut+FwuSVloRhXr8eNw27HbtVy9+ROhn43kmq9UOa1U/7VB0IJKRT+fr9Qgva8mbBSs40vux23x/vxOdTWvKCpfv2ElTN+ZPKBHAKtH5l70WzJc/E3KE1DrQEUWVdZMmUkRx9XRKwXo4n17LcAkDTvMlg+fQxrkl9Locl7VrNnpUT74hnjdDhweXwdIHnPqv9DleoJWBXdoS8FrFq/fj1xcXEUiHQlMbZ/JLBK3OOSQcYnPBda/G4e7VnA4QedU0rEEMUHpwQwIYw/Wlu8FN8/xYhRM6mx/fp1stzeB4T+1idCQRQF9xk/fDSpb7QfUgsY2TN/NlkNjk945oZQ5iSxfGsSzghD7A8bl8+EnxcmtZINg1bzVqWTdKTiOeKxm2lqUKGsV6Ksr6e+XoWm2UIg6EdT9ozdqxYzYfxkDlzNw+ER3zStuGzNPEjYy5QJE5i6aBtvlMbf8MwMoX39kPmLd2Dz+jEpXzJx0AAe1TiwG6r4ZXA/br7TEmxt4c2DUyzbcuXvlg8r1BKgpjCNsf36Sfx9yjvy7zb/5CnwifvW1haCwU/4fvyg/VYq7+5mzanHODx2si7sZviwbdj9QbSV2Yz7ejQlJgF0dlR06hUcXjubkRvuRxjcd1z/Wx71BKyKpv9pYJVO1zkM4O9gVSd5RgNRPfkdC6z6P//n/0jub5+as0p4KFiam1DU1qHR6WhsaJQW002qemrrGqXFmHRdUYvR6pQeeH6Pg0alEr3JglZVT3W1ArPDI32cNatV1CobcXp8tAS8NCnrqa6pw+ENEGoJYtZrUTVq8fg6wqYJgYhcQ03KOupVTYgkadomFfUNWvxt5xUKJTpVLVcP7CIxOZt6lRqX19/+AHbZjCiqa9DojARaQgiE3dSskc7prSK/Tgiv00p9vRKzzYHF2EytolbyLoq2fGoN+mjWNNGoNUgLELfdhKKqioamZqntyAFs8blQ1ipQ1KrwiJdSKITbYUVZW0ujRt++mHXZDBIvaq0Rsc5sDfrRa5pQKOqwOD2Egl6pHaWqCU9ALIBDWI1G7E53u9WX+Bgxi7FS1GG0fPji9HvsvCl9zq3bD7FJ8eZbsYp+1lSjUusJSk+dVizaWu7cvkNJdSMmnRpFdRXVVVVUV1ejMVgRixO7xUhdraBjR07mG/DYqVMoUGsNBAVgJ17yJVkk3EwPv1hbA2hU4TF0t42veHk0axpR1CpxtnmniH7YTHrqausx25wfKAz8XhcNtQqUDWpMRgOq+lrqG3Rh/kMhnFYjtQoFmmYTgZZWgl4nqrpaausb8XjdkhxVTRosFrN0Xq0zdVqYBf1e1Kp6qX0xh8TWKs3VOmmuCm84sYk5ZDbopHmiUYflLoCtpvpa6uob2sDCEB6HBWWdAmVjMy2S9aX4WDB14lGaewoFyqbmtnGQSLT9C0nl6xQ1na573W33md6AulGFQlGP0+NF21BPba1SAmrFfaNTN0i/7S4vAa9DGm+lSo0vRmJUm0FNjaIeq81Kfa2CRrVO8gAU8lNpDASDftRKIUsVRkMzqkY1Br2eeiFvvQW33SzdC6omveQNKPdC8qyK38/zwpLwfdsSoiXgRy+eB3Uq7GKOAwGPg/ramvBYCTAt5JU8q04cPMf7mlrMdlf7fBc5txrra9vGyYfdrKe2pkbyXhN0hUWYeN40aQ34g620+o2cO3tdehbJfHXsQ9iMzdKHnssXwC3uxxoFTVo9TY0NUrghZV0dOqMVn8tObXUVykYdHq8Ho94QU5YdbX/aUU/AqpKSEg4dOtTe8JcCVn311Vd8++23/NacVbJCt72DUQBPLMV0pNI7sl60kli03V37MlglK6Sj97KCuSulcizFdWTZaH4ieY08FjzKynD5vDgn8yODL7FkIdOQeZXrd7UXinOZlqAhfot+yABV5HW5bVmGkX0T7YuyMm+x6EW2G3k9sh15LOW+Ru9l2pH1Yx3LYQDl9gRv0Vt0f6Kvy79jjWss2cvlo/eCtjweXdWTacTiU7Qn+i2PU2T7kW3LbQgakZssX9FGd30W17sbv8g2Yx13xWNXNOWxEXuZx+jxln93x1csmQpeouvGKifzJo9PZL+ieRJtii2ynz2Z0zINub4YM5m3WPuu5kAkb7/luCdg1du3b9m3b187mS8FrBLPJfGuEYrQWNungFXig8JrN/DkdDxxi89LuUabi88zeOQaGr2xwSbxDey3m3BHWuS0MxLC77ZwZtYoNl56/sH3q1ws3IYRTzBitS9dDOH3mEnZPI2pJwvbQ5XL9WLvW6nKvs7MiWMYNGAAz+s6hwCPriNygl7etpzhc9dLyrLW1iDKvPPMjpvJrBlxxM2I46cNV7BJa43o2p/ntwBubAZLjO/dz9N+T1oR66yGd7nEz57AuIkLuZhWhNMfpLXVT+W9/Uz/cRTfD1hCld3bvpaM3W4Ij03Lg6PL6fXdXHKqNLS0BNBXv+TH3t+w5vA9jE6fZGRVVZrO1GEjSHj6Bk3VC/78p76UacU6J3bL0WfF+shutEhrm+hrrUErp1ZOYenFkk5Gk9Hl5N/SHHQ2c+nANo4mXuX6tSvs37CQH/qPYEdKaQ+/a0PSGuvx8TUM25iG72NAqUy8bd8a9JCXsI6hU3ei8fxK5ZpYV1u07J42jp03X30Wq+6WgIeMI3OYf74QV1TeaqET8ApQMtDSvh6J6lbXPwWv2lecOX2SrUtnMHDSz+hdAtzs4QTouuUv8kpPwKqKigoOHjyInPj+SwGrhFfxv/3bv/Hw4cOYsv1HAqsCbhOP09PbjZtjdijqpNDRqQoe8qIyBkgTVTbyp3iuKApSaLS5JHDE3lDInJFxVFjCYR4jy/bkuHN7//n3iYg8NGfKZO6Wqj9kt9VD/v07NNq8PX6GC/2dWfWK9LxXnaIGfdh4+IzQOVblJrN6/xWW9ZnPsd2rWbT7umQQUZt+jAnT5rBowUIWzJnFiP69+HHPU+zqPGavOYPJ4cLU9J6lg78n4ZkSj8gHvmcb1wrqcNjMvLuzk/5T9mIT6smuGOj2fAi7topHj3KlvJgel5U5oweRWiV0g05OTBlI8hs1gdYWdJUveZTz9u8GVomHtcdpYXYbfz195P6951+34o9xUfBrrH/F5SJ1l9+fMapFnQqhr84n+5UCbyBATX4ywwbHYw+04vdqmNNrBMXGzmCV0FPnX93L0NW3v0iwqqamhiNHjuByCZ3/p3pWiRoiV5X89ztY1WnC9AScii4TC6wKh7jo2uKpK8+qTsx8wT/EB7zqbT5r5sziyPnHWJy/JinxF9zBz8SaWEC5XJ09xTo3HSLg80jhFmOBGZ3LfuxXCJfditURdgH+WOnfr/8XlUCLj+K080yZvpDUvDefFF7HYWrk6Ma1rFmznzqd5VcvQs1NCi6fOsa93DcScPUlS7onYNX58+clxbfcjy8FrBIhU8JhU2J/9v4jeVbJSmVZxtF7WYkdrVTuCiyQldvCYEQoxYXSvLtNLi+U3GIT5YVSO7peLOV7pCI8FrgRTVduQ+wFICD2cv+EUlu0IfczWukul5Ovi313oEJX8olsR+ZHlP2UTdSLlJEMVkXzHNlmd9ciy0XKNBa48LH5IurLYEhXMujqvMxHV7KNPB8pR7me2Eefj55fctmuzsvXP7bvqn5Xco4cs2geP0Yr8nr0nIlst7ty4lrk2EbfL6I/seZzZD+7GrfI/kT3P3LMIvn7zzruCVh148YN/vf//t/tLH0pYNXH3jOfBFYBQa+Dwqt7iFucRKClRYoCoWoyxF7oh8LfyHkn1/G0JhxauV1AbQfCUMbRrMLo6ALkkNpwk31oBXn19g/oSPXNWpqdPbVED3v2mFRvGdK3H7k1sXMTC/aE4ktdkszBXesZ8NMv2P0ttLYEeHtzI+uOXSE19SFpaY94UaH+GwJJITyWJraP34rW7vuVSrJoqX/q7xBNRbdYvfYIBakXuPT0OfFzl5NVKwzyhDy9WLUFTO0zjwoRxugjzQvwzaJ7y+TBM3imtLW14eb60lHM2ZkcNp5sDWLTFTN38R7Udjeu5ioJrBKh4yMCcnRDKYTP3syeSVtRmT0fACViHWzRazC6hOI09jdYZOPCeO3GvlVsPp8veZAJryyPy07mhT2sSyzEG8OgLbK+fCzlAk7czND1D/G1xAZ45bLRe2H0Zze9Y+7i/TT/hnDaAa+LE3MmsSO59KNjFc1DrN8il3NR4hLmSWBVZJSSsCFc5qnTZNZZOxk6xmrnw3MhRF5sr8eD0/COuL+O5JXFHTbw/LDwP/yZnoBV9+/f5//+3/8rGdGIDn8pYNXH3jPdglUijGQwIHn2+6mXAAAgAElEQVRberxePB43LqdTus9ahBFtwI/b5cLpdOFyOREGvOK5L0LKud1uXG43QrcndHfCS1eU8/m84TptnpriFhf3fMDvQ4R0E/W8vgDiWeR2OqQ2nE6HdL66+DazZv9CYVUjXq9X4svl9krPEMnLz+mU6HU8N0K0BAWPTlwevyCEz+vG5fJI9T1ulxReLpb3sNvayKH5Y0l4WoTV7cPRWMzckTN4p7dJfDoFLQH0isEOtRLw+8PycQn+hfdP52kf3Z4YFyE/cQ+5XUJWnrBHtN8reSt6vH6EJ4zX7cbpcuMLBKW+CM9X4TEt5CXkKeQg2hA6MUE3LM9WAuI5KOo6XZJBetBjksCqm0VKyTNWKLuFQb14T4hnn91qD5cLBiRZS+PgFe26JC/VaCBajJlHjLlH8B1CeMGInPKinkSzpbXTOzHgamRv3EwevK5m+7BN1DdX8fjpOwmsanqXi9Zik9qy6KrYNm8m2dVNFJ1ewMIjj8KCDLXw7Mxihm68i1pZwIK4tVSZ3VJqEpf5HcP/NJRXRtGfDrkLY2J5HoZlJPj14vf7Os1BwbvXLeawW+qL121j7tjBEljVGnJxcuoPpLwRxtFBPEIebo80vgJQkeetJM82b+SWlmD7XJbnu5in0XOig1Mxh8LGz06Hvc1TtQUxP51ON/5AkEDbveb2CN5tzB0ziHtlJml8pLkoeSKLzos5H5DGWIyDyx3+Nomef5FyEnWEsY/wmBb3t/CUFeFw5X5Ic0vcby7Rnic81yXeXBJv0pwLxZrPbc8Puw2jMxxmMiDmt82KRXjICbl7XDhdnvAzQ5pPPoItLQRcZh4m7WT8+gs0mV2d5pI09wR9l5BNQBoDwbeQjbivfG4XDiE3v7/t2SX604LiWQrDBVgVFOOmY27vD8EqWv08v7afIb+I751wnwUdEa1ASFd47Pvb7i0xD8R9+bm2nnhWpaen88c//hGDwSCR/TTPKlFFBqrEfunSz8X7f4l2ooGonvyOBVbl5uYi4jXa7faYcvlHB6tEp8QL12ax4BQf6t0+2WKK4PeTv0vgdwn8TSQgLIVdUn4uj6/zou9j5MRHgNNuw2Zz/IpFYUfrYtEgQm54/Z/v5djR+uc96glYJRLLi5ezvH0pYNXz58+lkBlWq1VmrdO+p2BVtHI4WtEbrZgWRGTFsFAiR26yIlkoh8UWS/kc3X5XiuTI8zI9uV2ZpkxP8Bi5yTz/8ssvMb1jIsuK40hluPgt6MhgR2RZUS7yvExfnJePo3mMrC+O5b5Ey0b8Fl4MsoeVKBstK7muTEPso8cvkl5XPMnyEdej25Trd3W+q+ufE6ySaUTuI3mWzwuZRQMe4lqkbLvqx8dkF4te9HhE/5b5iq4bi1ZXfMlt9GTfVf+74ysSYOyqflfnZZ5i9S/yvpDLiXYiz8vzUZyXj+W5LPMcPZ6ynOTz0fVkWpE8yW0JOmKT64gykVtX5yPLfI7jnoBVWq0WkZRY3r4UsEqsZcS7RoxDrK0nYJVQRrvsRspKCsh8/IDjGxYyfWEiHq+TijfFZBdV4m8ViisP6toy8rKzeF74mmarg8aXT5n5Q28Wb0/gba2WhvJSsjPzePv2NXlZObx6957i/Byq1TJo4cXQoOB5bo4U6ruuSUddQRo/ff8ty3cnUd5gblcUCWWCrbmBkoJnvG2yS4oYERWhtkzQyKLoTbUUCjxWv526Skb0G9A1WBVqxWlqYNuyg7zMvcGgaWGwShixvU7ZRFJBo6S0CwSDksIlQnfVTi7o96CtryQvO5uc/GLUIoRzSxCXRcurgnyyM3OpVDVLSi1VdRnP8gqpa2ig5HkumRm5kvIk4LWRde0I3/2lP8cvP0JrcyO8vaqF3DMzKX6rCHuttFEVMjFr6ynMy6OqoZHXhc/IysjmbY1aik4hrvucFirfFJOTlc1LKfSzn4bKUrJy8qgqe01eTh51zZHr31Yy9i5lcXwK755c4VaREmWdGrf8jRgK4bO+Zkbf+T0CqwSrHoeZ9dPHczq9WlJktga9XF0+iq9GrkZl99Aq8rfkn2ZnUpakqHEbqvnzH3vz7HUZz3Ozycp5jtrikrxsRJ9cVh2FuVlkpGei0Fjwe+3k3z7D93/9ngPn7tNkjfRUCGHVqSh6/oxyjU1SWoncr+9eviA7K5vXlY2Sp1T7mIZacTQ9Y2K/6TxXOyIUWiE8VhMGV1jxJTyWivJzyMzMoUa0GwygqiglO+8ZFe9fkZudS53GSH5SB1gllOVmrVKqJ2iX1WrwSl5ILTgMjRTl55KV/Yw6tQm/z83L+4mkl9bjj/LKEjJwmjW8fJZLdlaeNK+E4leKjKKup/BZHtk5z1A0GfG4HJyYM5H48xm8ffmCrIxM3tXqwkrxNnC4rlzwm03+85dozB1ydpi00pwSvJaWtUV6EWBV0pI2z6qOdYvIb1f3KptF4wcxa/0ZXjWYJVnb9A0U5GWTlZ2PSh+Wv7Ghkqyn6RS/U+JyGCktyKegtBJPICiBDK6mAubFrcfs/u/tWdXc3CytZwQwI7YvBawSYWbF+1lWbrY9jtp33YFVYp7oyl+w6MchLN1+hgunjrJh2WwWrTxAlc6GuiyHRaP6M2ftNpbPHM/mc3nUvczgxKkzHDm4n1VLlnD4WgYmo5rkk/H0HjaXK9cuc2DreqZNncnV/Hr8wSBOQy03zydx5tgB1i9bxs6Luegb3rNh6lDGz1vL6nlT+XHzBS4e+JlvB47jzLVUCnPvMLr3tyzedVVKvVBbeIcpfQdw7uEbvPI9GGrFXF/E5hnD2HfrDSGfhXun4vl+YBy3byZzeOcm4uIWca+0MQocbqWu5D4T//UPLNt9msIqDbaGYmYPHMWpGykc37edn8b8yKkHr6V3jM+h52riBc4eO8qm1T+z+WgyDl8k4P1he16XmZy7Fzhz4igHd29l4aI1PH3TSG3BTYZ99Ve2JT3B0FzHqU3z+WFkHNmVOtRvMvhpyGB2XsqmvOgu0/v25fDVW1w8dZilM2ey7XSq9IzyO9VcSUri1JG9LImLI6lAjc9lZPakscQfTCTx+F4WTZ/IulOZeFtaqC56wLT+I8lWOzEpi1k3eRTz1u7jcuIp4n9ZxPRFGynXds7hHXTruLhzCTM2nJTy3Tv1NZxLPM/xg7uZO20W98uMUhQeeaIJng7MHseKgymsHrgOlUM8m8PmE3LkJ/FMrMy4QvzRVBxOGxk7JjFr/wPJaEGUqc04Qv9hhylNP8vwhdtodonoVcLTSMOUfr14Uhvp3SvCoOawfNp45m84ytVzR1k+fRxLN+7j1u0UDm1fz7hhP/GszojPbeTO8U2Mn7VWGreuwCqHoZYT6xcyd1mS5H3rd+q4fO4sJ44eZlf8What3E2t0YlV/Y69S2cwacF27qZcYtuapcxYuI16axhMlGUSuRd9byp9yNh+f2XZgXtYrFqSdiyi13fTyCprRPk6k2WTxxGf+BirXXh+9WP7mRQSju5l/pSxbE7Kk7zCRDu1Jekc3B7PzwtnMGv5CUy+ILUvO8/nSMMSAboZqp5xZM92Vi+Zw+hZG2myubFr3kv9mDB3E8lXEtmwdAYzFm8i+eZtTh/YQdzoMSTl10rvvIDHEmM+N2GsK2blT0NYmfIWr9/Pm6wbzBk3msRCDQFrPac3xDFq1hbu37zMjnUrmDB7PeUaC3pFCVsWjqfXpFU8zHpDW9p2SWQBt54Tv0zi+x9XUFDZSHnuDSZ+10vKBW93Gri+aylDJ66huPwdR9f8xKJjD6X3VY/Bqqt76TPqZ65fSmDruhVMj1tGVqVeAt3tmjKuXjjPycP7WL1kBSfuvSbwmXT1PQGrjEYj+fn5EhAnhPHbwKpp0yLn4H/7456AU9FlYoFV//N//k969erFq1evYsr0t4JV4mEoPzRjEvjEk5+7vZ6QFw+dz9mHntD8vUxXEpCTz3Z1/b/f+b/HPdGVlAUvHRZYHaW6Ot9R4tceiQWqnOhYWLLIx121F1m+qzLdn//b9aV7uj0Bq4TVi7AIkrcvBaz6wx/+wJ///GdJkSjzFrnvKVgllNeyUlfUj1YwRyqBI9sXSuZIxbesII4ET0RbH2s/WhktaMhKZFmRLZeRf8t8dHVe5kXQjq4j143cizKRfIs+R9eVz8nKd5lGZD3Rjnw9sv3oY1kusgJeXBd1Bc3IczINeXyi+xvNdzQdWY6RPMnn5DYjaYs+ypu4Htk3+XzkPrK/Mlgl6kXSiywf3Z/Iax87jjUP5b4IPuRNlmOsc3L/YtWT68t7mddIGUT2Vy4nzwuZnjxGkfKVz0WObU/kK9Poai/aiGxTLifzHsmDuCbzGi2HyHLRZeQ2I/ey/OR25DqyDCJpyXNB5qk7eQo+5PIyPXEu8r6QaUeWk8/J/ZBpyb9FW9Fty2ViyU+m/bn2PQGrRFgmh6ND0fKlgFW9e/dGvGsyMjJiiuNjYJX41vdYm7i0bxOlymYM2loOL5nGtAWJuD0uqjPPMGDyTqxBP6qSe2y5/Aydto4T6+ez9WEVNlMzM4Z9z5kcBcJq3tBYxbihA5i3cju7163iZOZ7js8aysE77yTL69qiO4xbf5kmnZp7xzcwee42TM2N/Nj/Oy69qJeMaGRrXQmkMDeRtHEaP9+plgCOzMQDJGRUoGt4z5LJE3hSGdtz6mNglQht9vbBMR68VqF+dZfB01dGeFZtIv58Jg2NTTQbzG2W453FK8CW0tSzzDtwD71ezcUtC1mwJQmbvpY1k36moqmZqhe3mTx6Jm8Ndoz1xcwc3Z+le1NQaVXc3reAoUvPYPV4UL5K45u/TOB9g7BwdpBx8SC33jSiryti3o9zKdKEQ0MLDiSZWBo5tHAI/WcforJJS8G9kwztN54MlRWX08rlHTtILa1Hp3zN4mEDuZRfg1lZyLS/9GH+5oPsWTWHKwUNEaBMK9WPjtFnwBj2797Mxfwayfup3dDxV4BVQZ+LR7sWsmL3PfzCitipY8aGXUwYNIw77/T4PHYe75jFg1eNkmW0W1/NV//+7+y6mEGDqoJja2cybMElrN4ALX4Lt88c4nF2PsmHV9B/xh50Thfqyjz6fDOWl7X6KMvkED6bmv3Lp7DtkQKX28GJ+N3kV2uoK77H4H4LabR1hMYXeZ6U6Uf488gVNLg6wBhpxMPm3rQEXZw7epq0zGyuHFjLd33X0+zwYmt4wZRvvmfhlgPsWjaN28V1HWBVMIih4ikb1x1EoTXQ+C6dKcNHcDVPgctQxfyfdtLYbCAjcStLNl5AeEGI54ywgG8H0tqmnd+q4ND6HTTq9ZTeOciU9aclxVlz+RMmrEuioVnHo7Ob+TFuE1abjROzJzJ69g5q1Rqykw/Qv08cbzV2fF47mWfjOfOwBINJy+1Daxg5YaPk9eHUlxG/YSslCi3N9aUsGDecfckFEhAgPKvCYQA75CM9O5x6NkwdwZmcWhwuL0FvM+fOiNzdOSRsnceAhYmYPH4CLg27pwxhy503GA0qdmyIp0hpxOsPEAx4eJBwkWKViUCwsydF57vuH/tXTzyrxPiL9YxYc4ntSwGrhg8fzr/8y78g3iextu7AKlFeeP8cXT6WX66/weMP4nMaWD5hBNuS8vG4DFxeMorDTyvx2JuoKSsmbsQkFFYBorZgaypizrAJ3H2vRVORRq//WCmFyRQGnMU3dvD90JUYLBZOrpzNufQyKf+gSV3J0D5Dea12cCd+FnMOZWEx6XnXZENddJVRi7djcAUkT+LM3TOI2/tAApoCpgpmTt6N2dE5IlHQa+fxpvFsu1oiARvGslS+GzAbjckhzd8nRzcya+kF/NFupyEzm77pQ3a9QQpj62wqZvaQqZQ02wgGvNJz5y/Tt+IL+sg/s5I9aeVSahCHsYadcT+RVmvrLO7I9kItvH1wilnLT+PwBaV0Iu9vbuPbqVtx+e0kzB3KnrQKvMEg5Y9P0nvQJCpNbrweKwtmb0Xta6W1xcjGr//K/bKwx4++7Amjxsyk3uqkOf8Ya06mS8/WhpLH3K204nUZmTVpHFee10mpEDTV2fT9j8moHAJ0trBx2BAyGh0EW31cWzyNTYcf4Q4E8dj1HJg0kOVnsjv3hxCKJ0f5ae1RbC437+/sZv+Dt1K+waonV8lSOjuFBQ21+KnKu8HIfr34w7/0YfvpFMnwQr5fBOjkszVy9HACdRY3wkii7tFOvhq1CoXWiMlg5N2jg/Sfcobnd/YzaOFWDO42sMqlZ9qg73hYJTy8O9gM+Z0cWTeHxWdy8QX82HVFDPp/QyjSeqRwto/2TWfWuRdSWMnGopuMnfELVo/wsortWRUQ8/b6fmYtPI3T4yTn4Dw2X34hgXLiPXNj/TimH8vG6fOQfngDs5ZcwOUP4nHaWDPxB45mKTvJpIPT8JFIC5G0bAKrzuRLQJ665Brf/WUYxXVGvDYlxzatp8nuk/ibM2YA10qaJSMDXUUa/fsuoLrZSWvASUO9RvIgs1s1TP1hIBl1LlpbO8/nSNrCw6leKdLO+PB5dGwe2Ic770WOLj/ph9cTt/AcTl8Al03N5AF/4WKRhmBLkMq0/QyIS0Tv8nY9nwMBso/P5Zcbr6U0MkGPkXPr4ziZ3yR5yFfe3czIJcfxiPeJz8rB0QM5lfqGQMBDWsIGxp/I/+CdKni3VN1j9Jh1VBrdeCwNbBvRizlnn0t8vb62k+2pNdL7r+zGWuYfuSeFRv4UsGrwvIu4hEebz829nfMZOWs/LruejRNH8PStSgq1rX6fzZDBU9G5Po8BeU/AKpHDK/I98+lg1f/4Hx3eVb+DVZH3geSWGw1Gfex3LLBqz549UsJ0jUbTqX35R1dglddpo0nVGM5/0xLAYtSjN5glazbh/qrXqtGbbJQX53H75mMcH8RflylE7CVgK+J31KHPYeZZ2i3SXpRJlg5Rl2P+lCy5DPpwXqiYJbo/GfRayXxwm8fP3nVf8D/pasdLqCcEBbDTk3K/rcyn8RSm9al1pPKhVkyaWh7cf0hlXez5+tt68nlrd9fH7q71hAtRXwxtyOfgxeObpDx+35Nqf9MyoVYvBempXL2bLcWllXkk5ONtfhqnb2R+JvohvG4nFosNu0nLgxuXKa5W4zQ1knLuFAW15g/oyPJ26JXcuX6JVw2xPXw+qBh1Qu7jtXuijyHJ9Vo8VyM/5iKryHQjz0kfkB4nJpMtyvKso1Ssej0Bq9LS0pg6dWp7Q18KWCXiAR8/fhyVStXOW+RBT8EqoawVHkhCISz+IpXJoj2hiI5UDEfSkJXUct1I5bAoJ35/rH1RTlYcy+2IvawIF9dlZX+kMlzmQ9CIxXcsYEGuE72Xld2iHZlGdN9EP+SwgqKMTDeST7kfXclLpiu3LdMS52UeIs/J7clyjZaDKBs9XjKNyDZPnz4tjaEs30gacnmZJ7mM6K+g/7Etul53/ET3R25b7pfcT/l85F7QiSVXua7Md6wyop1oPqNlIH7HqiuPs2g/1nXRtjx2Mg+x+iH3XS4TLSe5H7HqRsoh8liUjTVOMq3otmQZiL28yXRlvrrqo1xe7OX2RR2Zvty23M6vvV8Ez3IbYi/GJXJsZFl3N6dl/qL7L9qJbDv6emQfP+dxT8AqAQZNmDChneyXAlYJOYt3jUKhaOct8qB7sEqEV/FTeGUXMzc9kDwvRK7Mgiu7iVuUJIVastQ84IfxW7H43eQnrWFNYg4GswVdbSWVBidup43ZYwZx/Y1eMtqx6RSMHzmWp2VaKWyS2Wri7spR7L35Bq+1lrVDx5DZZJXC0QgL44z8ahw2I1OG9ON+uemD7wqvy8rj44tZerOSloCLvctmc/ppOVaRZ/VVMVpH7PCA3YNVIayqUhbNO4rR5kD35p7kWWXzBaWwUabqTFYumEPclIn07fsDP59KxyNb2QvhhkL4LWXMHzSNQr1D6otd+578okoyE9cRl1AkhZaxW/Rc3bOU1XersBhVLJs8idRyk6TkcxhfM7r3PCqtPjRlGfTrN4t6oUh06zm2dBrXSlQ4HDbevHiL4KtjWSO+Bc1cXjeevTlqySLf7zZzPn4GY7elocg9w9Q1x9Fb7DjsVmrTdjFxRzLWphLi+o+nrNmE22X/IPeQ32Ui784ZxvT6M736/MCC+HOSbCW6vwKsEkrFxrwEBs2Mx+zxYXh9jcvZ7zm8eAprTudhNTSxeNJ2FCaRa7iFMFj1Ha8abQSCAZQv7zOg/1yUJrekhBXfnAIMtRveMKnfHF41O9HXFjCo3zTKdR3GSvLcbw24OL9tLlsEoGpvZOm0RWRWqHHYzeQ9LOnsrRb08fraOv40YjmNkuJSbqVj3xL0SeGdRAgzs/Ilf/xDP6qanbi1L5k+ZDrvtQbpXrA7nG1gVSpev5tNs8dzNqtaUtCL8Hx5J5czbsURGt494vthG1DpzVgMDbx7U49P5KbtYrNWPGbitLUodEZsVgNvy6vxuPXsGD6YW+81EsjrNit5mlstRY0RYQC3XikkIDwiXQYmDe7HrdIGVKUPGDv6F1R6ezh8klXBvK++406Vgau/zGD7+Twpx7Dob1POSXqNW4PG7aMwBlglWA34rGyfPZ6rr0R+5lZa/OFQZCIUlKY6h8HfLqHKKMI0tmKozuX7PsM4sHktt58rwoBo0M+LKztISHuFN/Axw7suhPMPcronYJWwdhfrGRGGUmxfClh14cIFKZeWyKkVa+sJWHXs53FsTAt7UBAKcC9+Nos2n8du13N12VgSnjdKYLz+5RV6jV8hgTaClgg9t3XZJNbcLEFT+YS+f92CpQ0Usimy+PfeQ6lRVjB1RB+++Wsfhg0ewuABAxnUfzhFSit342ezOKG4XYemL7nGqMU7JJBCeJDYGzL5/q8LaPK1Upd3jYM5Yc/LyH4GfXaexE9oA6vAXJFGv6HLMNjEN3gLL28cYPbC03yQ2lECl/p2Aqvmjp4ZzlnVGsRdfZ9/n7AGr9/A5r/8G72/68PgQUMYOnAAgwdN4E5ZlMd0ZHtBDwnxi1l0JDOcFyfUgledx3f/NJFabwBF5jEGxp1FZ7Vw+exBFk0exs60KjzmYvaeeRp+p0SBDwJMk/gzO3Hpihjd68+M+mkFt9OLsHv8BN0m5k6dwh0pZ1UIi6acwd+NocYaJBSysWm4DFb5ub40jp2ncxDpLFsDHspTVvMfS05+oAOofXqMaeuOYff40JWn0e/rr5i8YCOPnr/D5f8wF54ARRxGDat7j+HHIf34avQqyetH0g+1+sk9v4u7xW2AjnhXe6yc+mUa/fsNZ//1bB4fjGP62We8fXg4DFbJnlUuPT/9MJAclUjXETH6ARfHNi1gTcorhBbK7ahn/DdTqXIKYD3E25QNjDqSLXlTNRXfYmzcyu7BqlDHfLGYdSwY1IerxU1tBEMo0g/Tb9hhNA4XmUfiWbAqBX8IBAh1atZYdqVWdQtWhVoCaJ6dode0bXhFvsHjy5j/9decePAKbVkm6/c8kPI4dgbTwKV7ww8D4qjQhL3YhSe9xWSg5lUu4/r3CYczbDGx6ZuO+RwhpbYQhD4sJhNq5SuWD+zNjdciR1egUz8kumPk8IghdG9SGDT8CBqLtZv57CfrxLzOYNUGGazyU31/G5PWnJdCUIKflOWjOHbnJX5/92BV0K1n/uTxXH1eh64yjyWb1vLN1z+jcfk4Er+TGldA+q4tT1nHgiP3Pw2sur6fYavCOauEkVFz0SX+39CZ6JQv6f3N1/Tq9X34WdW/P8PHTEdt7zAE6STXT/zRE7CquLiYuLg4Kc2NaP63gVUDB34ii/+1i38MmIp1PRZY9TEpxQarWinPv8vIb7/lQkYZDouWhJ1rWbJ6J9UaKzZdLYsnDGPv1Vzel+QQv3Qzzb7Ip11sqk6TCYvV0WWMbhFTPfPiYfZceIzNI9D/j28Ctb1wZC9vNR9+wH+8tojj7uV5aiLxp+70pPjftkwoiNlowm7vLrdUBwutHhMKdWR4i45rn+2oxU2t4tOSbArazbpmnJ4OC8mP8aOvV+IOtuLQVnHk6FEe5r/9WJW/+/VwHz/MTSBCbhpM5g8+Uj6FYYvZgtlmk6xrC67vZdG2e59S/W9UtpX3z++xYPkBxNLCbDJjtTukxbfy2TX6zdnzeeiGgpQV5XHt8m3MLg/n967jeu57AkE/SWtnkZCjjKLTQkNjo+Ru7LEZOLF+MTcK5Y+hqKIf+xlq5d2zuyxYcRBfq5esuzdJyyjAHQOMd3QxzmJBUP0qj1MJt/BEW561xe81NDTiifQpB3oCViUmJvLP//zP7b34UsCqdoa6OPgUsEood/8Wm1AGy8rsv0X73bX596TdHV//Va/JnlW/tn8ChBBt/D2339qHvyfvv9P+ciXQE7Dq2rVr/K//9b/aO/GlgFXtDHVx8DGwSoSyO7s2jvmnCggIZbPPRdG1vVLOKp/fh1WRKoFV1oAfbXUha+dOZMSoSazefJjXTVZJQT+nE1hVy8QxE8hVWCQLdJ/byr1VAqx6jb02jx++H4/C5paUPMJARcopYu8erHpyfIkEVglvpoqcFGb/OJKxk2YSv+8SjZbY39TdgVWhVj9pp9ax6EQqpaUl5Nw6St/Rsyh6XYbBE85zIuUycVh4n3mWIf1WUhuhSBCKd0flA74fupBGl/jeDUc/8DiNnF8znMFL9nLl0mWuXLpIUtIlcqr0WE0NrPjpJ57U2KTQbV5HFeN6z6bC4u0EVgkL3PKcG0wbPoAfp85m+/EU9K7OOTR8bgtXN0zkyAt92Div1U/m2U0MGXeCxycX0G/8XJIuXOLKpUtcTErkzrNy7OpSZv4wiWqLMwL46pg0YizEXKhMT2LnyXPMHjGI9aeyw2vTXwFWEWrBrnsleRHkqnTcWrOAaoOD0hu7GD9/F/XVBfx8LheHAGgEWGWo5us/9SWcsyqEriydHwbOoc7gknKsqMoKuHrhKndvnGTIXxjhh2IAACAASURBVGdQqnVIYNXgLsCqUNDNBQmsqpby4OReP8LYwT8wdeYi9l/OkjwR5BW6ANZqH+/nq2+m88bc2aNCyEVEMhAh/+rfFXDz+nVuXTrOv/+hL5U6By7tS2YMn0WVyS7JVRiuhsMApuJxG5g+agi3X2kItIQQSkRV1nG+i9uA0awlKX4xAwYMY86ildzKq5AMXztGpPNRwKXn9tEN/NB7ILPmr+Bq+ivc+goGfdWHlxqLdO9KvIowf14XJ+dObs9ZFfI7mD58ACklSl7eOsqoUTtptol+irwkVo5O7sPB7DqWjBvKgXuvJQ8BMSauhkyG/2UO763unoNVQR9VJTncuJbMtYR99P/LIir04fV7qMVLzqEZfDVyHdUiPGBriKDPyb6541l99IE0F/4zjE07S/Y/71dPwKp79+7xT//0T1KOHMHZlwJWfUxKnwZWiTsvSPr+xazclYxDhL/rBFZd5s+jFuFwh+/FFo+Znb/M4lB6VQdY1Xbzuhte8HW/H1E1Koj7cRSX8hWSd6LwUJP+/P52sMoXCC8+I8EqyZDSbeOXH4dysaiBa6f2onf7OoMVgtseglWeaLw5ElwC2sEgi0co28Jg1Y9r8AYs7B/5HWeF16WvjfeAyNMVtWCObC/o4ezGhczblYa0HA+14Gt+Tt/v5qL3B3HpyxnUfzx5xbncTs4g68peBo3cTtmDXaSXhXPVENleFH8iT5dR28DL7FRWTBnKlF9uYrM2S2DV3XawqoIhAqyydANWSfkhvSgf7WDQ2osfvH/awSpvUPI2a26q53laMrNGDmDFwUz8gQihhkQu6BbcVhPbh22kRqtg5vcDSVe6JM8kW20G8cfuYY0wOhDva+HZ5/cH8NmULOo3gCxFM7rXNxk5dS1Ku9DetOJ21DGu13RqXFHene1g1Wvpmel21jP+r1OplsAqpByXkWDVuE8Bq0w65g3sTVJ+hw6nLus4Axdfxeh2t4M8QvsrwKrTs8ey60H3YJXIfeZ31TGt7xheVLxi7cl8Sq+uY/iyYzy5ep4Hb7TSGHQFVonQubbGtxyOP0hlnRKlspbpwwd+BKwK4ROg8rp9FFXUotYq2Te+H8lRYJXoRzTd5rc328Gqruezn+xuwKoaCay60A5W3ewhWCW+Be/tXMi6/SlkP7rB26oyRvf5ljslrzl5+EpbeyF+NVi1ugOsspfd5esxizE2vaVvnx/ILVd3elbFitD0sedurOs9AauePHnCv/7rv7aHdf10sEok8JXzVvXqFYuP/7bnYoFRHzsXC6zasWOHZPGuVqtjyjI2WCWKtnJh81wu54mHSisvHl1j0/b9VDZZoMXGhqXraPa2oKkvY+fyDbyrU1JVXYvNKS+mQpi1KioqKmk2O/B7XWRev0TSpVsoDZ3dTsUKxO2wUldTyc2j29ndDla1YtI1UllZjd4cjq0tPrSb1SoqyirR29w4zXoqy8qwef1YjToamtQ0KOupqKzB6fWhVdVSXVMrWUlIvWrxo2mop7wiHP9dtPc29+YHYJXHYUFRVYvRpKeqooIGtR7hSmjSa6lXqqhTVNPYLBLyhnmsKK9E02yS3CnNeg2qBi1qVR1lZRUYbG0fr61BzHotVaI/FofkzllfU0m9qon6OgVKxXvOn0rgduoztE0qKisq0Jqd+N02aqqq0TRb2l98rQE3rx8nsWjXNTRGu8SHsGysqqxCZ7RIFogmjYry8ipsbi+6xjoa1M3SIkKeCG6bgYoKBVpNA4q6Rsn902LUUVlZJVkqtrT4UbxMZdHiA6h0ZmmRKlxz6xXV1DeGY4LLbUXu3XYDCUcOc+txNjaRoJMQDnMzleUVqJp0+KOS99qNTRxeuZInpQrsxgaSLiRx434GNVUVNOgsbd5jIXxuB8qaauobNJLlXiRNh1lPfa2S5mYt1dUKTFZ5kRrCZtRSUVZOU7NFApDEIsqgbaKishqLI2zpqKlTUFuvQlVfj8HixO8VbsEKqhUqPNLHg+iDmAuVqHVG7FZ9uI9Pctr6GOYm4HOR8eA2p85epNFoozXUit2ko+L9exq0wspU0FajblLTqKqnWqGUXHkj+yJi+N+7fpmkKzfRWZ3UZp5j0dZbNNZWU11di6MNyBX9aFY3UFFe0T4HrM2NKOqUuHx+qY9iXH0iFn9rEI1SQWVVDWZHGAwQc7yupoq6xuZwDGmnhfraWrR6PTXV1egMYh6Fv5J9TivVFWVkpV1j4fID2FxWbl46z8Xke+H7UJFJvzk7aW6oo6pa8UFYgcj+CQWFSlGNslGLydiMoqqSxmYLbqte6otab0atqqde2UQwFCL5+FaS88ukxd6dHYujwKpWRAiETRs28/JtDV6fl+Q9a0h88obqykrU0j0Z7oPfbaemspza+g8tyQR/IveB6GPmw2ssWnEQh89NfbW478IW0OJ6VXkZtcomXG4nmQ/vcPLsBRoMFgyaJmrrG2ioraG+qVm692vqmtrnm14ap0r0Vhd6VRXHNsaT807Zbv0m6PcErBIWiDZbR6iELwWsEop1YfGuVHZ8hEaO+X9nsEr2Fon0IImUze/Hn18CvxXokT1oPj9nPWtRzBkBrIr979vvEvicEugJWCXCzUbmH/xSwKoTJ05IIHJNTU1MkXQLVgkljs/FiVXTmLXtsfQdKpTHhbHAqhYR1saCw25D+b6Qg2vmMnnhBRwOKxJY9Vr2rOoGrFIVMP67URTrO3JCCItTd4/AqiopAb3NasFpt1BZ8IRfJo1gz5WiDxSLQhCxwaowqNQacHDn1BZWrviZlStWsGjGOP7w576s3rwftUvkg2jThNKKsbGIieO3onR0WL1KYFVdOsP6zuC9CDUkFRff41ZSDy9gzMFnUQaIIZyWxh6BVUIeTotR6uO7F4+YNXwg+x5WSt968gDHAquyzm1mwpYHvLq/m+GL9mPtlOsEPM2vuwWrRCJys9NDXV4Kt4tqKbyyhZmrzuAXBkRdglVhecp8dd6H8DpN7FnyI2sTbjF1+Y2w8Z0qj0lDpnLnbgJp79ThfnUDVil0FopvH2PlkTSE15LdXMGU/rMo1YXBqq48qyLBKpG83GKz4bDoKXh8hUF//Ir0iuYOmYZasCmzGfNNH05k1betr0RvQgQ9ZvLSXlCSvI/9SU8x2x2YVa/507/3AKzymJk1dhDncmuleysMih1gyuqTON0u9HY3dkMD989uYcj4xTTZBYgbewsFPRhNDuxmDU9vHGFw35mU1JUz4Y/f8rTW0GkN2R1Y9TbtLMOHr0BtFmvwEC0BE/vGDiK1Rkf8hBFsv/AMly8oAYiO2jRGTt6I1untGVgV9PPo+DpO3C3CYrOjqcljaK8lbWCVyHumYs+mQyycNJwtF7IkOmK+OzTvObpjF/cK6qQE9LEl8I9/tidglXjPiPWM/Az6UsAqYRS4d+9eysvLYw5ET8GqNbfLpXxxwks2YcV8LmZU4HXpudIGVglFe8DwihHfjaBYa5fmg8tUwcq5K3iptqCtfEyfr9dhEMBTqJXG4mRGLk7EardxavlPLN19HZvbR0CE3pJCTAa40+ZZJYNVhpJrDJ+7GU2bV64AmF9eWMOURevZf+B+VEjRcHdFGMDuPavCYd2iDS7DYNB3PKrSSWt3CawaFdfJs+oPEljl48W55YxcckbK1SeANqFfC0YZcEa2F2gJ8PzSbibO2iEZswsv6cas40xclSgB361BB8fjhrJw4XIyK5vRVT1j8De9WTZlB1p3GwAUy7NqVBzlJjvWsts8ftUg5Vysf3Gd0fMuY7XoojyrKsKeVRZhUGFjkxQGUIybn+tLprP1eDq+VgGgO8jaP5MjadERcUJIYJUUBtCDsiiFVw0mfB435fcPMHfbI8njW550AaeGy0cOUNWgZufweJQWNQvGTqfc6qPFb2P3tFFcf1b9Qf4f8c4W+ZCS9/7C0n13Jf2n21TOsvEzeFRhkAwiLOU3mbn+EtF+BqF2sCqWZxW8TdnIqCNhAwjZs8oihwFs9yBycXLqDyS/EZ5GwrMqPF8cLhu3Vk1g8dHH0vtIgCfphxew51EF3oCPjCjPqtPCs+pBlaRXNTVW8E6ETo0GNIWvX8BLws9TmLg4ntwmOzbdayYPGsPsDSdQ28MgcGcPpw7PqnK1ibSD65i97Lzk7eaw6YkbPqANrBJhADvmszwuIpSuNu8YX0/bg80XwO8zcWDs9+2eVZH9iKare9vmWWVzdTOfgzxPWMzUY1nSXPc6tBxfMbktDKDwrNr6gWfVUdmz6ux6Ru9Lj/oma+ccXWkyP/44lYOHbmK3W0jdOIEpcbNJfFrTpu8LUZ68ri0MYICaZykMHxyPPSjyuOqY22sExUZv5+/QVj/Pr+1j6Ipkaf63tgQof3CQuK238DgNxI/pz/ZL2Tg84lkVBqfbPztl1n7lvidglaAp3jMijYjYPh2sEgDV72BVzCH6GDAV63ossOq35KyqeHyWn/ffoiXgJD/tKtNmriT3ZRUu9Us2HbwtgRea+ndsmr+Y9BdFXE86y92MQikJsMeq41lONvdu3SAxMRmdxczVYzvZtvc4VWpzRN4bASboKMjJorCokFNbV7Il4aF0gypf5fAkp5Ccp2ncunUfpdZE6YvnPMvLJzvtJvvOPqBZVcGZowep0jupKc7k5IlzpGfmkpJ4jB3HL/O6tIibl5O4kVZIS6gVfZOSF3k5XD93jHP3iugKrHJa1Oxf9zP38krIy3hE0rlECt7XU1uaxaHDJ7lx5Ty3M8uof5XDgye55Gelc/1qipTgV1GawY79ZykoLCQjNYXDR86hc3hQKirIycwmP/sJ55Juojebybl2iPi9CaTeu8XD+w/YtnEDZ68/ob6qmI3L1lKsNOM0akg5c5JnZWHlt5gwrX4n9w+tYfKyo9RrzRJ6/6boOfdTrnD+2n0a9VY01S9Zs2QlL+ubSbueyLM3wiW9Y3ngNCrZumQ5KamPuHr1PjqzkVeFz7h77QJJNx5hNJspSNnPoMnrqGpolsapMC+L/OfPuX7+IgVlyo4FUMQsdpiVbFu4jJMX72By+rCq3nDn3lNe5OeQcu06uQXvaTP6kWpZtNXMHzuUG1lvsehVnD51jJPnk3mW+YCdO0+h9wTxuW3kPEqjoOA5KdeTeVZSJrn2ymSblWUc3BpP+osSUlOuknI/A73Ni6byJU9yCynMy+bahYuUNViwGrUUP8/j1sWzJN7KkQCO9xnX+SX+IA/uPyA3t4DSogLy85+ReuMSyZlvCDjU3Lv7hNz0R6SmPqJGVSP18VRbH2U+hAv2zdNH2Lh2DzVaE+rq12TkFUr0riSeo6RaQ3HWAxLOniPvRSFXzxwn9XllxP0AHqeexD072bnrJCqjTQKrJi89ytuSAlIuJXL9YQHBFh9vigvJyc7hRW4WJw8dk+JT178v5MyJ4ygMTmpfZXP07A00eivleenkFL4kPe0eD7JeStaIivK3ZD5J5eDuI1Q323Gb1Zzes5kbT16QlXaHy9fvUq+14jYqeZqeS8nLIlLOH2bm8gNY7DpOb9vCngMJNJocOBWZ/HnMct69fsnt65e4elOEkumYa7J8xF4s6u9fO0/itTTUTTUc27yVx0WV2A1K9mzdRZlKS8HTNJKvp+IItn4UrNKV5zBq4lwyXrzF7fVybfvP7Lv4mOy0O5y7mEJNkxG/XcvDtAxKXhaSeusaqbnvOi2URR+fSH0sJDnpMLNWHMTmtpB6+QoZuSV4XEYepWZQWvSCG4lned/YzO2zx9iwZjfVGj3K19msit/P49Rb3LiXTWFWKmcvphJo8fG68AX5efnkpN1if8IDVNUvWfLTRO4/rwhbdbYJpydglQjnWlBQ0C7OLwWs+lw5q/6Wnk//2d5NMkglhw9rH7TfD75oCQjPPjFX/p5AkQA2BWD2+/a7BD63BHoCVonE9y9evGgn/aWAVb8tZ5VQVvvIO7eJweNW0Gx14nGYeHxyIzMWJUphAK0iDOC4LZh9Lp5d302OQofH7aAs4xILdj7G6bAyb/QPnM0Nh90RYQCFZ1WO7FnlsraFAXyN16nl+IIRzD6SLoXfs1tNvCrMxmIxMG3w91wubOyUTF0IW4QBfHJ8MUtSKmjxOzm45yAVJqd0PufUas49rojpse/UVjC8X39yqsMW5EIp7rHUcfrcPSy+FsnrvKWlRbLk1r6+ww8//YxVhDkKeLl1MRWtw4MwtKrOTuDwrZeSgrV98EVoIVcTm6YMYe2FZ1jsTmwWAzk5eZTnX+Wb/xhHaX0zLrcbu9WKN9iCw9zmWVUd9qzy2KsY23s25WYvmvJM+vb5kTKNDZ9bz4XdG2myugkG3FxZt4RLxZpO6woBVl1ZP44NqQpJmeJ3GUnauoqHVXqM6pfM/GEkSVnlOFxunHarFNbNrXvFzB8mxvasCrWQfnQ1G5KyKc+8wa3CGh4dW8f2C8/bPau8llKm9Z1HuQDnBMzR2oJJUciFG086rTvaZSRZgrt4fGgl//HNMK6VCQOnEEGvkQPzh9J/2BTq9WGDS8mzSl/Nn//Uh/capzQHtGXpDBw4m8oGLbuWTmD+kXQpv5FFU8j43nFhz6q6Qn7oO0ZaE0Z/WQuwSoQB3Jxahd2uYvfhRPR2D36PkZ1Dh/KywRohUxEqysGVrQvpN2w+FWojbrcHp83I46SDnHxawqYhA9mamIVT5GWrecYfBVilDXtWTR8+s7NnVeJmhq5Pxef3cnntTJZuu4HZ6SPgsXNt3VwO3y5G/e4xyxIEMOTHoSthw/JtmLqJIGIuf8yqww+xurw4rY2sXr4dhcXEtZ+HM3HbLTQmqxTi8F1xtqS4F2EAdySXhsfK75A89ZJfqjDUFTJxyHCevm8g0NKCQ1XIxJFzMdhdFCatY8qyA2hMTikPz8tLG1l37CHeQJDCxMXMSyqUQvd1GmMRBnDOKI5k1SPm5bTh/Tl6vwS7y03D+0cM/usiyvUugj4zF7eu5F2zFaMikylDppH2XnictWBXFpB0Ix1njJBfkbT+0Y97AlYZDAZpPSOeTWL7UsAqOWdVampqzGHoKVg1YPxSEpMucutWMpcePMfqctNUls0vYwewdO9V1FYPQmGfn3yURSu3kHT+IudPH+Nm5ls8fh/ayjS+/eev2XEsgWvXk7l04TI1BlfYcLqukI3zZjFvxXoOHU/g1p08tHVviZ8+gh+XH+adOmwU7lQXs+DHqexOuEWd0S09yzzNRQz/U39SK03tBqntHQ21YlGVsnXaIGasPo5SoyX13DZ6fT+Bh8+qcRjrObt5EaMm/EJBtaHTOpqQh1vrZzBr1R4yX5bx/P5ZRvcfwdn7+bgczTw9t4U/DZxK9qta7IZatv88V/K0PHDkJMkPsqT1fjsf4iCivazSWizNtZyMX8XmXce4dOESJ/afpFRpadOftFKTtptxy06id/nwOZtJmD+SOafzw55YtKJ684hpX3/L7ksPMdhtvExNYHT/kSQ9zKf+2UVmL1jFufNXuH7xIs/qDLzPe8D4oYPZdvY+WqOR7LuJfP/NQC49fk31m6dM69uHbcK43uvm2pKpDBkxg9NJl7iRnMKJS+mYonICtnj03NizjGGTl5BdWs37RyeIW7SRpPNXuZJwgdImR6fxCLp0XN29gUW/bOanbydxMvEcVx+8lAAbv1XJkAEDefKuQy8oAfJeIxk3L7Fjw3r2nb2LxeWV2hR5K5/fOs2Snzdz6eIlzp84ypuG6JQKIXQVL1j+0xji4hNRmWwUPLnIoK8Hcz7zHVajijMbfmLA3F2UVFbz4PRWfhg+hQd5ZZTlP2Rs/95sPfeUqne5LBrSm1VHblCvrAzPl/EreFahwaF5xZqFyzl0/CxXLl7g0N4kTE4Pdm0FB5ZOZ/y0zbxqMKOvLGT56IHM23aBRqORKzuWMHDoKpTmDyOvhFqCVD08wvDpW3B4/ZIH68EFk1l54K6UIkYYdlcWPGbcAMHfIwxWC9m3z9C313Aup72kPP82c6b+xL4TSdxPvcuEgb3ZnpSJze/iZtt8ziqtwy/HSxQGJ82vmT9mAvH7T3Hv4T0WDe7DmhM3qal61dEPlbGdrmjPZDVw5/RG+n4/n0ev6rHru57P+oqnTBs5ie0HT3H1wilmjx7KsgMpaHW1JGyKY/CU1bxW6LE2vmbDhIEs3HKGWp2ZN08SGTxkDimPC3B+kFQOKY/X+ulTuPCigZZgAEvlHfr/9SfeGX2S4YrIgZa4bipj5m3meckbrh3eQP/vp/O4VMmbvBRG/aUvh2896xwqujUgGdmMHzWHE+fOcz05hYSEK9SaPLS0BGmuyGTF9OksXR3PsdNJPHxS0nZPdrrbf9WPnoBVZrOZoqIihHGE2H4bWCXyV/2+tUsgFhj1sXOxwCoxQG/evJGSi7U3HnHQtWcVWJtKWThrHXVKJbmP77ElfgfJaXkU3LrEvRIRZiuEpv4925atRWFy8ubRNQ6eTEFtdEteCsIjQfG+iC2rV1Fh9PD4agIpD9JxiICkbZsEFhWkc/L8bSmB6ovkU+y//BSb28b2qWPZfy6Z21eT2Lwxnhsp9zh+JIFXFQ147BoePi3CZtaxb+NySjUeGosz2L/nFG9rtDQUptBr8jopFN3rvIdsWXcCV6gVm8WC2WKhIvMio5cd7RKsEnl4Nv40nEflRjx2AzcTj7Pn1F3pQ2PbrlOUvH6PsknDnrkzya024ndbuJ14moSkO6jeZ7BkwyHUBhsui5r4BTNIzigl+f+z9x5cUW1b3nd/jP4EzzN6PKNHd7839r339MlBPcdwDMccMGfFnFFMKCYkCJJUQLKAokgWRSRLFCTnUFA5A/V7x9qwoShLxZMup0/tMaB2WGHO/1q7du35X3POoGuc8fIjJfEuG5ZuoLCxl9okL3Z63qW7u5O2+grCQ0PJKXqNbUjPtb1buPOsFb1mgLshofRKsWZl5KA88iKH/Z5KJ6wWI/29vbTXPMfTy4fi6hbEC8yDkIscOOpFUmoeqjdCK+pw/3YeT1530dLcJq1+Ez8eW8qzOHj6Og1tffQWR7HqyC0RhJeKZ2kc3HOE2HtJXDq4kwvhj0dXpU2INLpn0+J36ALPSmoZZoSo89u4nV2HkDEnJYpr/qF0ae3DPFo4uWEF1QorQ5pObt4MJC79hUTaHHFbQ0mPgc7KDNZtdCcxOZmLJ49wNTSWfrsEfXp1Dye3r6e4VUVreTbXr4dR1dhB8FF3zvrf4WFKIucO7SQ4qRS9TiMZIhsKktlw5DoavQlFRTJL3L3p7O7iWdo9zp8+SXhUPJG+p5m/6zKGrmK2bD3K0+eFVFZWoTSqJB3zS19JiUTHIbBZyL13jzD/WAw2ExHnjnHWJ5S0h/fxOrAZn+jnlOQ84Po1X1oUOsrvB3Hs2v3J7u82I8khd4iPTpdWvTRnh7Dm4C1MFjNiLnsc8qW3q46bAWG8eNnEkMVA/LldnAp9Qm97Az7nPajqNaFufsHZKyE0dypIuHQIr/D7vKys4GVNo7QSRYTxG+jvwmv3Ju6/7JDOXTuykeiCZlQdNfj4BZJbUs/TOD+CU0ukH4QtldmSZ5XZZiDOL5Tk5FwpvrC+MYuPlh6Vkk1Wvcjm4ukLE6uZxsEZmx7DZvIfJ3HdL5yenkY8Nq3nWswzLJomTp8JwzIyRHFWGoFXQ1Ba30dWgU1Zx1L3M5KX3JDFRPT5A4Sl16DteY3XVV8yC2soTw1j496ziJxPN6+dY+/hAEzjX0M28mIndGyuyJI8q0w2M0nBwSQkZaJRvGbntsPkvCinLD9Piq+cl5JMqG8MBhsY2wpYtO0Und2dtLR0UFmQjsfpYAa6XxHgG0xxVQtGTTcPMwrRqvs5v3cH9crJCSanQlZN1zCApaWllJWVSfkDHIZbOpyKZ5Wzeq5zLgRcCLgQcCHw8yEwFbJquoYBFO8yJSUlKJUi7N6b2zs9q8ZIB/1gB/E+x/n2u3lscD9N4IUDfDFjEf73cji9/Qf++29fciY0lcaSVDYvWcAPi1ZzNSINhdaIxWQgO/AwM79ZwLmgWCJObuGzjz5h3f4rNA8aaH0exbxP/8HX87eQU9NNX2s1Vw5uZO6s2bhtP0VZmxKzUUf69b3MnLGQS1G548YpET647mksy7/6hM9nruJJXSf59wJZueB7li7ZSGRaibRCevxny5j62s4Kjmz8gX/87R/MWbqNB4WNkhFCJbyhZu+mSW0dMyjasBraObtpCf/zP19x+Ho8RqOWYM8dzPt2LqvWuhOfW43OKLytJmMrjD3d9YWc3rGG2d/OZuP+K7zqVmPUqyhODuD7WbOYu2gNgfFP0Ok13L3gzpcff4Lbfl+6NQpunNjE3//0EXsux6Hob+bs2tnMnb+Re88qyI/1YcG381iyxp247JcYLCLE0kT/ZsMgdw59xx//9gWLFixi9/HL5Fd1SHmdxXg0FqWyefFcZs9ZwPGrd+lSKrh7bjuf/P1jVu25TJcUAm6iPeGhoGgs4eL+jXzz6efM+GYp4Q+LUOuFscaGpfsFu5d/z0d//oila/aR3aCSVqLXPQ5i0fqT6OxX2tk1K8I2dhTFMXPRVuldS+gg3m/zoy6wcPvt8fevYdMAUWfc+esf/8ymYwE0NVVzbvdqPvnocw5eSqSm+CHr5n3LoiXriUtPYenXn7P93B36Bzq4vGU+385dS+Lz13ZGYhtVGXf44YtPmDlvI89et5Lgc4wFs7/HbbsHmeWtkge/PaYSmakd4El8IMu+m8Hc72Yz5/tleIWkoNRo6K5Mw+372SxYvpW7CXF89Oe/suOkHxcObuDTf3yK28HrKHQmussfsnbOF/z9s/kkvuxGM9DKHe/DzJ83nyVr9pDyrBqVzoi+v4HzO1ezcP5CDpy5QWWrYpIHgR2M0q5xsAn/49v5ft5Cdnr4Uv66S4r8oVe04HtsK/NmfsuKDYd53tBNVYo/C77+lG8W/FCaZgAAIABJREFUbiarto2HN87w5Ud/Y/nWM9R0K2mryGK32w8sWvADRy6EUt0uPLOGMesHSA3zZvnc71myeD237j+nX6WjoyKNZV99zCdfLuZBaev4/SkEE6HCcsI9+PjzOZwNS6cs/RbL585m2bo9xN+/y6xPP8P96HkObl3OZ5/OJq6sm+6qx6z7/mu++HYZyVU9NGcF8MOmc/SbJs9zRwx+68dTIaumaxjA6upqiouL37pgaapk1Z6oYvoHlGi1Oun7SqzsF99ZysEBBpWacQ9BEW1ErVJJ3szCjieioYjcdt2vHvHxXw/SPKBErdagNwjiYdQ7QMxFnUYtyahSazCazAxZzIj88opBteQxJe75YYsJrVqFSq0d86ISHhIKjnt4oRH9OE40EVrTYkI1OIBiUIXFOoRWrUShGERvNGMxm9ColAwOKjGY7O04oiEbBo0KpVIl5bzTaTUMDgyg1uqxWK3oNSp6+xQYTBbJiK3XqhkcFOlB1BiM5kn32qhYE+0ZhH5DVox6kc9a4KFGpzdOqmPSa9EbjBKZI7w7RFmVdiKthkXkku5XjMpjsWDQCfkGpWOzWeg8KMmi0xkkbx7RnpBfpdFJedVE+QGFArXOgNmkR9HXh0qjxzpkInrnao5fvk+/UiV5xRrNbz5HhTeYwFJgJ+Q0m4xSnyrVm7pIaI4MYTLo6e9o5sDMIzQotFKuPzGuIm2KUqWRsJwYw9FQw3qNWhoDgfN4uDXxbDMZpQUlcn8iNOnkTZQR83OQQZUGk9mCUa+lv69fspMNWc2opbmrlhaniDyRAj+NzoDJqGegvx+lWj+6r1CgVOsQeQ/FfBmQ5osYd6s0b0fHUDM27iMI241aOcjgoAqBnZxDakCpkbxxul/lsXS9H91SGMPJUosfDCKks+hb5BIUC0J0Gi1iHIWKIrSteVw+nUT2irk3MDCIVm9E5BwU4yLlSdfqUA0qUGr00r0mz2cx/+RIQxIpOGRFqxyU9NLpDSgHFNI8MRj043qIOuP9agTJbEUrsBhQSvfSu+az8BYT9upRnFTSmIjxFiGbNcoB+hSDUu5Gi5RrS9xDGuk7RnjpifETYzIh7wReYt7o9Xr0Y1GvxHfGoEI5Th6J7xV5HHQ6vfTdMaAYw8mgpb+3D7VWtG0XstM2iq9IYyPufbVG3IfC+2p0folFYuI7SOAtrpnM8m/SCbl+7N5UyKqfHgZw7twJzyoXWTVprN5HTDm77oysEvlzdDqdtLJuUgdjB+8iq4y6AS7u20LYw2dkZuRS8CCSq0HRXLniT7e0KkqQVdVcOOAp5axqzX+Aj18c7X1a2l8+59HjTFJT73Py8D4qevROyaphs5aspBAuhKVKEpUlhXE1KhO1vpdVf/iEJ7VtdLS30dzcQmXuA7y9b1LbJFYP2hgSK/iU/Vw5uVciqzpLsrnhF8XrNhWGplxmbLkohTBsqCjg/L4rqK0masqKyXycwZOkQGZuvfB2sgorJ9cspKjHAsMm8h/e4/z527RW53DJJ4rWLhWMKHD767e81ohVQVaeJMUQGhRJc1U2B8+HotQYpBj1kafd8QlPI/yKF7fic+ns7KCuuhaVwcKr5AscvZ4t6W7sbxgnq8SJ5mdRLNkfJK0Oi0otfeNHxThZJVbC9LSSnvqInIexHDx9iReVTVKb+p5yVs+eyY1k4dLruOlx/24J9foREAnx2hpIf5hG7oMoth/3pr61RyKrVh+9LWHw9FE8B4750NTRORrGrcvJqhzRhSCrDguyShA5Vo6t+IyHdSJ0mY2X+WlcDwykccA+VvoYWTUwSlaF3Qofy1llxXvnWvLb9bzOu83KA5cR4SxbGhto7+7DYpdHSK9VcH7PdokAGGws4kbAbSpe1XNs8SoeFr2is6ODlqYGOrsVtNRVk/EonScp4azYd1EKXamoTJFWkggZCzMT8L5yhaLaZjrbWqiob2XYrCb9XhTnPU5wzvsGDd1dko75pXVOyKokwvzjMI5oOb9hK0m5JZLcrU2vae8ZpOzJY0KDQ+kzjND+PIZDFxJHH7Dy8MhkVcwEWbXjTIo0l5uqXnBuz2VeVz3j2qVAXtaN5hOrTb7M1tOJ9LY3ct3rpERWaVoKOXs1VCKr+luquBXkj8fhQ1wPf4Sit5PCJ9nk5D3DY8ca4otHV1kEnNrOg9pBrKo2AoJDySqsJPjUNqKfN0rSdTW8YLfIWSXIKv9QUpKfjJNVozmrbDTXluF3wYt2rV3sZVk36dNGR00Rwf43iI59yKOo6yzfe5X63BjiCtqkBK6luRnc9An9ALLq7DhZFXvxsJSzyqbv4cqNIB4/r+BhgAcH/e5L49DW2kJjY4fduA0TfHIb0QVCRxtdrwtwFzmrsHI/LIzE5Ez0ZgMvslO5fvE8e3bu43ldFxJZ5SdISTC2v2DFgatjP5SGqCnO5uTpYNoqn3DZO4iqht7x7yyduh+vvTukuNf2sEyFrKqsrCQ4OHi82nTxrNJqxQ/Dtz9nXGTV+JC5dlwIuBBwIfBPQ2AqZJVILB8YGDgu43TxrBLPGPGsESGDnG3vI6vE810YsQziZV2vlwwp0ou73oDJbMag10mGJmFYMxmNUhnhdSLet0ZGbFL+CGE80gpjlUUYcnTSc08YV4R3gDDy6cSzcMyoKAwBok0ht9FoYmh4mBEpxOBoG8JoLofAkkL3WMzodVrJCCfKCiOKkM9gNEpGQ/nl3173kTEDnkY7aiAQ70WiLdG3MNbYGyykspL8OslgIFa9yvIJPYVh0lkfArdJugjD4fBoPg2zySCNiTDYCJxEm+Kc0FkyMIpjox6NMFJIoaosCIOOZKyzWCSDnVT2Lf1LnlVHfsArqwVhPBE4Wsdwm4SZuCYMSmO4CQOxdPyGQU6EDbJg0GuozbhDXFErRvPo+I7OjyFpXIW8BsPomAljl1WMjWGycdR+HITBTOQK0esNk7yYzEajNLfkcRBtSUZDtTA0jhpgxZyS5ojJLIWh0ut0Ujsmk1HC1miyYLVaxuaDQRqnifc50a+YN6N1RKhoYQQVWMnzRp5j9vIKwkrIIc1X3dgcleQRHnij81boIoxjIj+rwWjCKOTU6qR9Mf5iZbZ0z2h0EgEkxt7xvhFGLZGrzTh+z8njZy/N5H1RXp77YrzFvBR2L4lkG8NKyCbysliF0VmvQ6vTSzKIcRI6CWOZVYQWs1okuUfvo4m+R/U3jX4XGMT9bxmd0+Ke0GlH25P6tUNauq9M0piI8hbTRH2jwTA+BpKBViMMy0OjBnZJZv1oH2KO6PSjeb0mq/2/6mgqZJUI5yreZ0QYO7FNF88qMVfe9Zx5N1llkwztV3fN53BSLUbhQfcjRlaEGmuvesDHfz9Bn9kJqfRj2hTh4Ux6Okvi8Yl8Mdng/CPac1UZRWBkyEjE9tWc8svEKJ5NPzMw4tnbXPkao5Nn2c/c1bRsbljXxaVz/nSIFB0OaUSmpcAuoX41BKZCVon0FGKht8EwSlx/uGfV6tUTZNW//uuvptxvoSNnZNT7zjkjq/7P//k/iNAZYtW7s+1dZNWQ2UCyz0G2HLhAXmUXuvYyDh1w59jZSIzSigpHsip1lKzqaGLH7E1SCIaOlnouex4eI6tuEp38GI2da6LIvZSbfJtDZ8MwjkDJvVCuRGagNhg4s3omd542j4utbX/JsZMXyK9slB4G/W3t9A/2TZmselWRzw3f25TXdjBQk8a327zfQ1bNp6DLjIjh+jwzmaCoLHrsySpMHF06k0e1g5In1OPEeKJiHtNXn8P+s8FjZJWVII/95FY2EB3iT2BU+oQrKbxBVoWGBJNdWCfpPGLuZ+OcRQTfvE2TaiKGvAyIIKsO+ORiNepIDfTmdnIZ6o4qvHxuSGSVbUjHLZ8ASsufs2/bPimZr1x39HOCrNIP9pB44xoJ6VWoWko54uU3TlYtPxgqrVSoyE/nrIcXLcoJoslqUNLRq5rcrORZdZ68ohop9GLIoaVcfyBiPw/xIusRt25Fo7KbA2DBY8NSKvoskmfVBFk1NE5W9b1+xvq1B+kxODdSOCWr6ju4eWwLfg8qxuUbbK0jwj+QrIIGBhuesv7oNQeyChpLsvG+5EOZRDCMVrUoXpFd0kJPUxVxd26RXVKD3yGhY+3k2LCSZ1Wi5HGjHxki4vx+fBML7FaK2qZGVgXfIvZumuT9IzyrJsiqQoms6uqs4fyFq+SVihWWNtKvHcA3tY6+jkaunT9OSYceVVMBZy6PelY9yc5hUKvhVUUJlz29iI+K5VZIIgM6PYGndpJQ8jayqproy/s5c0d48NnorMtnp0xW+QVz716O5P0lPKuckVUWvQqFcrJru0DUqu3mTvB1jpzyo6Wxhv0r3Nhz4hoDIgE1w3woWbVkpycKrUFanTNOVhkEWXVTIqvqM8JZsdcPy9hKj/EJIe2MEH1p37iOHUJHB7JKq2wlu6hRWh2SF3uNwKQS8pKTCLl+F8H1vo2sGuio4KTnRfLKX0shShTtHShUfZzfu41XA5NXpU2FrBIr80T8XXmbLmTVH//4R/7+979PCh0lyyg+XWSVPRqufRcCLgRcCPxzEJgKWeX4nJkuZNVnn33Gn/70J7KyspyC936yymk118lpioAgowzaPkL3zudCTrtEJvxshkDRtkaJSm92GlpxmkLiEsuFwG8CgamQVY7PmelCVs2bN4//+I//4MeEARTfWQ05USz84iO+W7GNuPy2tywAePcwCu/CU5uW8unfZ+Dhk4jabnHuu2u+/eqIRU/Q/h2s2+lFw6BD3pm3V3NdeScCNvor7rFy1jfMnbeWqMyqn52sEt2LBQc/27PvnfpMw4u2EWlhglgw5NpcCNgjMBWySn7OyIt2fhpZJXJXubZxBN5HTDm77oys2rBhA4cOHaKpadTTZryDsZ13kVWMDFGZm8iWnV4orcLvVMf1g7uIzCyTVgWJFYo5CTdZPn8VD5+W8CD8Cm7r9pD3sp6wk1tYseUg/gE32Lh8KdGZ5bxIj2a3+z6S8yqwjrPjNnqaqzi7fxsHjp/nlPsm3HZ4UNupRNNayMoF89i+5zARiY/pHtSSn3KLTRs2sGffQWIyK6grTGP1gnmEJuaQHh3IercdpOWXkxbqxV++XE7Rq1aSQy+ycukOnjx/xhXPI+w75En4NQ/+9vUKCiqq8DuxAzf3s7T0ae3gEZ5Vn/HDpoNcv36DxHuPUag1UtiElSu38vBZjbR6rvPlY7Zt2s5F70vcjkmiTaFH9TqX7+cv4qjHWYKCg0nNqpAIhZbqAo7u2simbXvxv5XMgKKdK7uXsHijJ829Wob0fQT7nOPAics0dImY55Dp48628wlOH1LdJUnMnLWU+IxC8h+E4+a2Gd8rF1i7bjMB4dFcO7aFFXtvoNQO4HtwPevcz9HcqxnT0UZLRSZz/voRfvHPMBg1pEcHsGHjTgKunmfJig3EZRSjaS3gy69mE3X/GcqBHqJ8z7J6hRtnLlyntKGT3Ghv/vjRBtR2HqHYLCT6nmX3QU/KGnsx9FbjvnkzZ89fIig8mqrm0bj6E2CPEHjMDffTATzJTmPvlk1cCIqjuuwp6+d+jWfwY3RGPQkBZ1iyeDWeXn6UVDVNyntV/TSJJbPnEpNeJM2zDeu2Ep9RymBbBRuXLmDDNncCwmKofd3E3YALbN91kJtXTzNzvhvZxRVEX3Bn1tJdVLf2M2LR8uCWL26r3Th80ouMgjqUDXmsXbWeS1f8SX2ch9pkHNexvFF4zcjbMOU59zmwfScpeS9RtFeze+0K1m3eyfWgO1Q0tBMb6MWmLfsprKwlPuAk85a7U9spPM/kbYhnSXfYt3s/j58WEHJ2NzMWuVPV3ElS8AVWLN5O0et2Ch/FcuLoMbwvXeFKYLS06sakGSD6+mk2bnbn3PH9LFi8ngd5L4n3Ocxm9xPcDLtD3otaqvMfcnDHVryuBbJz+Vz2ekVKedLWzp/JxduPqCnJZefGTfhGpNJZV8im1Ss56umN/2VPFi7eRllTBzlxIex1P0ROSRUPg87wh8+WSERyeswN1q5cT1ZpHU+TbrJo8xHaeh1jIw+RGRtO8K04FIYh0gOPs/lMggSASa8k2u88GzcdIDc/n1M717DT4wbtLTW4/zCDPRciUJomvLZs5n6OrF2Lx5Vw6qpL2bX8ezz8Y3lZlMu2jRu5FHoPtWaQEBFne9Faznr782yM8JYRV7eWsXH1CklHv0unJB1zXxRy+bA7e49fpa4qn52bt3De24fbYTH06My8fJLKge07SMop4HGkD198u5ycly1YTGru+niwct3B0fxbDyLYvHEDe/YeJDqjXAqd43NkPceuRtCh0MkiMBWyKicnhz179ozXmS5k1a5du9i3bx9iRb6zzUVWOUPFdc6FgAsBFwK/LgJTIavy8/PZuXPnuGDThaw6fPgw4lkjwgE621xklTNUfrvnhPdLVWYEG9esYv2G3Twob7db+PXT9ZIMgE4XMP30tl0tuBD4PSMwFbJKhNoT7zNyLpHpQladPn2abdu2UVRU5HQI3+lZJUKSibBXGo0U/s9iFZ6uTpt558nhodEQcMLDS3gJ/ogm3mh/ZGQYESbs52rvjQ5+pydECDvh2Sq8O3/OEGe/UzhdarsQmDICUyGrKioqOHDgwHiaig8nq06cmPCscpFVkwbHGRn1vnPOyKpJjTo5eCdZ5aT87+eUFY8183nRZf5glZX1ORwY86z64Mp2FUQM+4qUQB7XO4/Pb1f0n7ZrHKznxPGQ8Xin/zRBXB1PQwRs6DqrCIoRRO9E3OhpKOi0EGkqZNWtW7f4r//6r3F5pwtZNS7QW3ZcZNVbgHGddiHgQsCFwK+IwFTIqpiYGP7f//t/41JNF7JqXKC37LjIqrcA8xs9PR7mT4SQMxjGwv/9RpVxie1C4HeEwFTIKvF9Ld5njEajhMx0IaveN0zvJKveV/mXuC68bsb+HJuXz/8YwsyxLXE80d7PQZ856+F/3zkR+lXg5tpcCLgQ+HkRmApZlZGRwV/+8hcUCoXU+U8nq1pafl4tfsOtvY+YcnbdGVkVHh5OfHw8/f2O3iyj4LjIKueTRCRf9dy6mszqLqwf4npqG6HjZTrHzgfS0jXgvPGpnB0Zor3+JVeuhE/jOLXDvK6qRGOe8HKZimquMr8TBGxW2ptbGFRpf5ZVYf/bUZsKWdXX10d5efk4FNOFrIqKikIYOLu7R3OojQs4tuMiqxwRcR27EHAh4ELg10dgKmSVeKkrLS0dF266kFXiXebu3bu0t7ePy2a/4yKr7NFw7bsQcCHgQuCfg8BUyKrBwUHpfUaEaRLbdCGrUlJSiIiIoLl5Ig2FPYrTiawShL5+sJtXleW09U1E6pDktY2g6GqlqqIOtcl5CgV7vd6/b0Oj6Ka2sopu1UQ6iPfX+/2WEKEXX70sobZ1cFL+yN8vIi7NXQj8fAhMhaxSqVRSNAY5hcaHk1VXrkz2rHKRVeMj6IyMet85Z2TVT8lZNS7M73BH2dVIVkY6T54VoZuUX+k9YIxYaKguJys9g/J65y/U72lh9PKQnqIneTR024eHm1JNVyEXAi4EfoMITIWsclRrupBVrpxVjiPjOnYh4ELAhcD0Q2AqZJWj1NOFrHLlrHIcGdexCwEXAi4Eph8CUyGrHKWeLmTVT8lZ5ajTu46lMKcp19hwLAoRLvDHbKKNweZiDi74kvMxDrnpR6yUZdxiyddreNIip4D4Eb3YbKN5t2wjtJSls2HR99zIdULkDWsI2rmcuPIuKU3GVHqSPbWmUvZ9ZX7Ott7X11SujwwPkR4aQHDIFTb5P8f4I8d4Kn1NuzIjJhJOrCPgQfmHLfj/2RWxMZrrysbIkJnyhyHM/exz1p+KRGO0/Oy9uRr8dRGYClnlKNGHk1VhYZPJqoICxzZ/t8fvI6acXXdGVoWFhREXF4dYke9sc3lWOUPlp5/Tq/qpelmL8cf9/vjpAvwGWxA50Pq72mht78L8gclEDap+6l/VotD9Eg+fIbpbGqiqa3ElYv4NzqvfishTIatu377NH/7wh3GVpgtZFRkZSXR0NF1dXeOy2e+4PKvs0XDtuxBwIeBC4J+DwFTIqtjYWP793/99XMDpQlaJdxnxrHF5Vo0PjWvHhYALARcC0w6BqZBVwhNWvM9MtzCAwrNK2MZ+ac8q4RU1+LqIB09q7PK4f+hQ2rAaVTw8vojTUSUOlW0YlPXsX7qRnCaVw7WpH6qbXhBdMSgRUFbDAOf2rscvu+nNBkYsVGQk0dCvYXgqUe9sVp7cTKbtZ/LSMg5U86y0ZZqkpbAxZGljx+6T6PRadEbrGGnyJmy/uTNvCTk5SQ/bEA1PH/CysYfhf2IIRMNgK+ejSiQZRoz9NDS2093wgiX//TXP2gddNr1Jg/bbO5gKWZWZmclf//rXnxAG8O7dyWRVTs5vD6lfSGJnZNT7zjkjq94n3i9NVomVDkNDP4f78agmw4Z+Im/F0z7wE1aJvA+Un3zdhrK7juObDtJqGHVv/8lN/mIN2LBaf77xmbKYI8MMizi+dhWGrSaKsu5zKzKWHu2HyaTqaiT40lmyapyTsnbd2O1OdW4OUVdwnz3HAvjwDGZ23f3Kuxb9IMVPM/G7eoXs8tZfuXdXdx+KwFTIKmFo3Lx583jT04WsGhfoLTu/F7Lq1KlTPHv27C0ovP+0eGnfuHEjop2fugk57NsRYU2+/vprBgZ+QnjaHymU6FP0LWSQt5+KlWjnn6mTrIfr85dFQMzjf/mXf/lJ99VUJHQ2R6dS75csI8sk9P+P//gP6urqfnJ3UyGrnjx5wrp168b7mi5k1bhAb9lxhQF8CzCu0y4EXAi4EPgVEZgKWVVQUCC9z5jNo2/W08Wz6n0wvTsMoA3hUWPQ6zCZzRgMBoTtToQ6HLJaMOr1GI0mhoZHsIlyWjUanWk0RJxtBKvFjEFvwGgyj4eNE95TZqMBvV6P2To06uUEjAwNYTIaUA10knRovhOyCkzqBg4u20RGfT9GgwGDwSjl/hsZsmLQ6zEYTQwPD4/KZjBgMlvG2wcbw4IICzzK0tMxNPVpsRqVeO3fgE9G3ahMQr8xj6FhqxmNSo3JbJXaGB6ySvJJGDjamQRR117DjmVu3EkrQ2sekvI6iTpCLr3ewJCU62kEs8koyW2xWsfkNGK2TLYRDZm1PLt9gl1nb9Hcq5LICZErymo2SbgZDGMYTxpcG5KMJhMmk3lUH90oxnKOKTGWon+RM3F0HIcxGQzodfpRHIdHx0DgaB2aWJ0uFl83l8Tz+afLeVrZgEWMtxhfMSfG5oB17NyQxSzpazabxsdHto1JOljMEqErwphJYybpItsWx3Qwjo6txTo0Oq+kPI9GhoaHMZtM0pwyWywMjY+J0Yn3m218HrypzxBGgx69Tkdv3TOelLdgEnNVq2FAbx7TzYh6QIF+aHSua9UaaR4LG7DQTcx7y9h4GE2j82x0jhgR3wEmaZxHcRbnpf4MxvH7QAzdaPkJXcV9Jdo0GM1j944eo9ki2ReHLTqKUsP5bpEH1a0K6ZyQZUjXys4v5lDbo5pkg5w0NVwHvwkEpkJWlZWVsX37dtTq0UhlH+5ZJcipf/mXib9Hj34T4PwaQr6PmHJ23RlZtWjRIrZu3Up9fb1TsX9pskqjUZOdk/ezGfltVj3FheWo9dM7Xu6wZZA9c1dSp5MfKE7h/6eftJm6SIh9/qvLoWwqpbC+DdPQBD7iQV7+9DEBQTdpU32Yh5RJq+T2ucPEF3VOWRebZYDHqYWYzdb31tF1FbNsxXFG08C+t/i0KGAx6unpaCP77hXcL8RPC5lcQrwdgamQVY61pwtZtWbNGjZs2EBlZaWjiNLx74GsEoZkYVD+KWSVU/B+xElnpNd0InZ+Lqymk04/YphcVaaAwO+ZrPol5vdUyCrHYZkuZNW2bdtwc3OjuLjYUUTp2EVWOYXFddKFgAsBFwK/KgJTIascBZouZNWBAwdYsWIF+fn5jiJKx+8kq2w2tN21nN6wkBU7PTixaz1rLqWjVHbx4E4QZ04cZfNKN6ILW7Go2gg9tY1NB6IRJIOqrZSYyAiCfC7ivuMgz1o0DA9ZKEyJI+LObXy9z7Jr71lalXrMRhXZqfFE3A7D9/JZFn3y97eSVft+WMCpgAhC/K5ycPMGjvok0Pq6hN1LZrDsQDA9ejPd1fkc3OiGZ1jGBIlhs6Fqr8Vz0xxmbvLkYW4VBv0g5/asZse5UGLCb3B0+xr2XEhAP2Kju+4p+xbNI6m2D7NJQ25qArfDbnLhxD72eqVikhkYgeKIhcL0KOZ+NQOPq5HUtCuxmnWkRYfjdeYUW1at5npsMRaznoyIi8ybsYTkwgYaXtxj/kp3Mss7JnnFGPpecXHztyzecJwHT6swWoy0lKYTHBJKUIAvx/fs5UZcPhY7QkmQcf1NxZzd+gM7zocSExHKucO72bjbixa1IPGGePU0FZ+L5zm4Yws7PAIZ1CmIOLOdT2ZvoKCuF7O+lyivXaw7cJWmAcP4fBkZ0pAX480f/79ZRD3KR2m20FmVS3hIiCSP58GDXA5+iM5soTY/gR+++haPCxdYt3w5GY2DjIxhNWLRkRsfxLdf/sDdpFTC/C+xzW09US/aEGSXWdfH48S73A4PxvvUEY563aWns54zmxezZIMXLYM6Cu6HsODbufgmF6JVtBB2Zier9/nRrZ28/Nqk6SIh5i7hIYGcPXaI8wGp6C1DWHXd3I+J4k7oTQKunWfuPz7GN6mU5vJs9q5fxtm0RgShWpgWybIZc8ls0aNsK+Ok23yCHlaiG2wlzGs/c1cfJjEuiuvnPVi/YQePKrrR9rzisvsSNh/zITYqHA/3bWzaf464pBTC/C+zfuVqbuc2SuSu1aTmYUIct0NDuHT6OIfP3qRfM8Cj0DPMXLidh49S8L90mpXLtvP0VTc6RTMhp91lYuFyAAAgAElEQVT55NM1JKTnozOPgG2E1uJHnL39FL3pw+yM44Pr2pk2CEyFrHIU9qeTVSIsoGuTEHBGRr3vnDOySri+ifi7VVVVTpF1TlYNU5KZRHhCJkazgarnmdzPyKVXa8GsU5Cdeo/Iu0l0q01gG0bR2UhqQhwZT4pQ6ye+/EZGrGTFB7J84UqSnpRhtI6gVbSTlhRHxN17dDm4/po0/TxJe0hOTg6xkXESYWFU95IaF01qeh4KnZHullqSUjJQ6gRtMELjy6fcjYymsKIRqw2kNh7fJzruPj2aNwktjaKTjPuJxCdnojJaGWyvIy31AS9KSkiIjae0ugmL5L9sY6C9lpjb4dx7kMWAzkhbfSX3kh/S3qOgvbaIOyF36NQNS1/SPa113Iu+y73EBBIfPaFf2cvBBavIqyzj7u0Icl5UOcRttdFaW0x0/CMqy54SE5NAWXU9ZflZxMU/oL1POcb4j1Bf+oTI25HkvajEaLXS0VDFo8w8aorzuB1+i4KaDqmsbdhK++tK7sXEkFdSS397HXdv3+JBRjFqdT9ZKYlk55eiM4+u/rBZtSTdOMEXs9zIKq5jhBEGu5ul8YlLzqBXpZu06sCgHaTgSQ55T3J5mJxAak4xiq4G4m6H8zCrCLP0dLUx2N1CWlI8yWn5aMceBureFlLiYkjLKaCnq4PIK8dx23aI3LLJruRVL7Lx9fEmNuk+MbFJtPSqsA0bSIuLIqNAPPR6yXlwj+dltZiGbdiGjJTkPCTkhj/7Nq0fJatGrDTXlBJ/N5L7Dx9x9+5DTCNi7nXy+F4cqelP6R8c4Pn9UObPX0Pkw+cMY0M30MXjpHgePM6jTy1+dNjQ9LaQHBtFkM9p5jkhq2wjFmoKc7kVdpvC2nY0g71kJieQU1BGXWUJKSmpNLc2k5YYS27RS1LjY0jNeIpCOzo3Dcpu0pLjuRuXikJnYqDzNVmZmeQ9zScxNo6yulbpBwk2KxVPHxN1N46XrzulcRH6ZD6YmMu2kSFaa0uIiYqmoOwVJqsgAm28TArmxv1yp/e/6+T0QWAqZJVIen/t2rVxoacLWfXll18ya9YsioqKxmWz33GRVfZo/PL7LrLql8fY1cOvg8DvmawS3ofC01Lczz/XNhWyqqKigkuXLo13OV3Iqu+//56vvvoK8YLqbHORVc5QcZ1zIeBCwIXAr4vAVMiq2tparl69ipz4frqQVatWreKTTz5BPCudbe8kqxDh30zEHVvL+kuP6e5oo7R5gP7WRnoGVagG+ylL8ebjXVGYhiyUx3iydOstjGYTGV5u3Mksp1/RT1nGQ8p71WhbMlji7kP3gJKB/m6SLmzg+L0KimIu4hnwCLVOL9kd4vfNfTtZtXgVyS870eu09HdVsvirT4gqbOfpbQ9mrPFlUGfCpOnEy/MitX2acaJE6C48i+5d2sjKsGIpx8+QUcm5PWs4m1yBXq+lv7OU7z9eRNXgEENWFb7Lvya2vBNt9wuOHPCmqbOP3q5mDt/KZ5IvlM2GUdWC24JVZNb0jnoA6RWSnmqVklePA5i56gQGkxmDRsH1PW7s9Y4kJdSPh5UdmBw8q0aGLeRcWcWxkHTJ7qRsLWPNPDcae1SSl1vfqwxmfbKYapXRTj8bFsMg988vZ29EIQaDHo2qg3Orv8E9qhKTILw6e1GrVHTVF7L4i1mU96jRtD9l5t8XUNZvYGjITJ7fThKe12O2I8KEPcbQmcdnn26k22DCpG7H7bulFNR1odfr6GkoYsUXM8lqGsBkaGfdxzNIr++hrbkWpd44TsQJEkjRVsFXf59FafuoLkVx3sxdfgONwUhe0HE8A9PoUwzQ3fqaPd98Tkp5B5X3LjJzuSc6gwlNfz1LZ32Kd2IJRoOapyGHuVfRMcljiREzD06t42ZqMf0KBR31xWz65jvKupSkXtmFd2IZOr0BvVZB6LpZXEsoQq8bJNJrG4cSayTPKpNegfv33/CwUYvFoid651x8EosxWU2UJQcw4zsv+rV6tGolKRd3smjLNQwGHdlXVrLj2j0G1Fp6Xhey4KMvSBM4adU8CzvO0u2BmCwW6u97cTzwIT19Cno66vHb8D13SztQV8XzX7N30a/RodMqSb+0lr2BjzFYTJSl3ODb76+jHvNuVLaV4H/9LlrjhOeis3vcde63gcBUyKqGhgZ8fX0lD0uh1YeTVS0tE15VwsMqIOC3gc6vIOX7iCln152RVe8T1TlZBSOqambP3YMw2TdVFuAX4EtlRw93QiJoaO2kPMmHKymv6G1/TYh/CO19PYT7XiU+7SnG8XxDNjobyvDYdBrlsA1V60sCb0ZS19pLe3kqM79eR59pwrNGkE/JoRc5ftGfqBtB1AyaKM1Jp6y8mBvXLxMUl4VZ3czO7ad43dVPX3ki3pEFtNVWEnHjFu09rURFxlFR30pjfiwLN1+e9HBUddRwNyaJV81dPI+9xjbvRIy6Ac66ryMo+QWvCtM543WdsrpOussfcdgrEr3ZxLOUMPYfukpfTyM+N26SV1qPbcSEx5qFFPZY6G2twevYeZp6ewi7eAKfsESURg0HF8wiMr+JjtfleO7fTVZN/6ThsOqbmPdvf+NxZSuF6TFscFvP4xe1xAec41pEGhqjlfyI8/jEF6PqayX4ygVuxuSg76lh7bpdpBXWMthRgducZdQrTVQXPyc2Jpme3nbOHzlCTmUD/nsW4/OonhGTmoLsB8RlVk0ioLpf3GH1kXDJ/bqjvoKIsDCq2/t5nhTE9tPBaAx25OOQngfhAZw+eZ3XTXUccvueI/4P0Ci7Ob1tDffLe+h+/ZL4hGTq2npIDvDk8t3nWFSNnPL0pX+wn3t3QgmLSOVRtD++STmoTZN+vlD1IpNTp07yrKKBFykhfL/GA7VliOYXcezwipDI0ezECCJj7qEyGom8dpnitgH0qh68D24lvqidMhFKMCKW9t5evHYu41x8KUZNL9fPXaalX0FyZBihUUm0VGawx/Mmap0Ri74fnzPe0vX7d8MJvpNAa10h/mFJDGgNdFc+YI4jWWUbIi3cn4dlTRjVnZzaspG8hl6ykqK45BNCUnw06QUvMVqHyLq8i43Hw+jrbSf8qhfevtEouuvxC4yirXeAuqwQ1uy7wUBXEwEnDxMS/4Sm0ky2HPSiqUtBRdw1IvJbeF1Tin9gFL3tNUTH3KO2qZOCOB+2eyeiaS/hkl8S7XVl0uqYhgEzpoFG7qU9xTAF77FJk9N18KsjMBWyKjw8nP/8z/8cl226kFXjAr1lZypklWyYDQwMlMJ+OQt9JQzXIpzc5cuXx8vInkyyUVvUE3+ORt6ptC/El4keuR3xKfchrsuhuYScwpNKXBchs+zLi75DQ0Odhu56l7eE3LeQ1b4vUUeck/t4Vzg/WT65rBw+TO43KSlpvB1RRpy332QZ5Pri015/+7L2+4715H5FGVkm0ZezcXr58qWElaMs7/PAmqpOcv/2OskYyzo4ymUvv1zG2af9uIj27cdGxkSUEbLK/U+1bfs6oq5jPbl9uV3x6aiXo3yO94XQybEfxzZ+rX4cZRH6yt8Hb5uDQlZ7zOUxEjrZ4/W+OSBfF/XEJvqzry/OyTg4Yvg+/GSZ7D/ltuzHTtZRlsX+muOY2Lf1IftTIatiYmL4t3/7t/FmpwtZNS7QW3ZcZNVbgHGddiHgQsCFwK+IwFTIKpEbSjxjxbNQbNOFrHofTO8mq0ZDlSV5bGBHcJEUrk6ElBPh/fRaDar+Dh6EneKva25iHB6i9t55lklklYWWp8HM//obdp24Qm5xPUqlivJbO/ivP/8PK5YuY+WyZcyd8Q3uEc85vWY5V+6VSvmZhkwaHnsseStZJcIAZo/lrDIbdJxcPovjocWomvL57PN5NPSpUTVmERSSid4yEcpuFAcb969sZm1EBQbrCCMmFef3b8A3q1FaDGvU9bHqm9mSLWzEZiBg5QziXnaiVXVwfscy5ixYT0hsGm3dA3Yk0WjLFm0765es5clrEZp8NJydXqtFpeynOOESnyzei95olrxhBjvK2TL3E3beyEFrdBYNZ5gnPm6cup2DaWiY2sxbzJl1AqXwpsGGbVjBwRmfEFUxgF1AH4bNah5fXotncs2YuiNk+O5m7tpIKYKTyaiXwoe9Lkxl+Rczed6pZsii59zGOXgmv0IQNMdWXKBtUD/JtiYW8lv6Cvji8y0orEMMNDzi688O0tivk/oxaXsI3fwdZ1PrsVp62PTpXIoUprHQh/YuaDaUXbXM+ngBr5Wj9rK2/NvMmufNoErFvpUL+Pyzb1i2dBlLFy5k/reziC9ux6ooZ8EnP/BKo6ev+BbHti5hzZEgBhRt+K47SJd6wrYnBLKZFMz/9FO++fpbqa0lC75n/veLyW1oY/P8b7hXrRzLPWUhfvf3+N4rxmTSEHNpl0RWiTasFg37F87kUaOOYZuFePfRcpaRISpSg5mzwB+jTQznML2Fd/jDnA1ojAae+Kzh5O0cyXZs6K/H/etved6hlsp15AUxd60XBqOGgHmf8/WXM1i8eBnLFi1kwdwFhD5rwVifwh8XH5JsbWKsq2MPs9UnGb3FMqlfQWgGH1/N3tuF6E1W/omptEbnmuv/T0ZgKmRVRkYGf/rTn+jvH7XBfzhZpVJNJqtOnPjJgv9vacAZGfW+c87IKvGD4fnz5+OxGh3xeRtZhb6eubPdJbKqubqIgEB/Kjp6Cb10jguXAnhWVEbPgIbStBDmr9xG8M2beB4SbraPURplAsJGZ2M5J7ecRW2zkZ0QQnDcfQYM4rqVYys/5171oJ1INlLCrnA3s0jywhJfOiJmqU7VS+ztUPzDUrCau9m36zQNXf0oqlNZ47aXpLQnNLV1U5F7n4N79+F12ZeQIB8WztmFapwLs5H/6C779+7myvUbBF87y/xd3hgNWgLO7iGtTol1sJmrN4J5Vl7HzZNbuVvULsnW01bHueN7yK+o4npQiERWCfk91/1AYbeJlvJMtmw/Q/ugikcxIdxKEhioJc8qEQbQpFKQ7HuRhGzxcLfbRvpY+l+L6RuB1voK/K95U6cw05AVi7dfMgOqPjZ+PJNX6mGEZ01+agLXvQPp721gyzFvmrvEjTeC1+6V5NS2k3jrCuu2HZDG4ujOTdzJqaS7JJ75Wy+i6O0h514irerJD/mewgjWHo+AYRPPHidz4XIkwudnRNPIqsV7aRzQTghsM5MRE0dESBJGm41wr/0klrRhGx4m3fckwckveXIvir0btuJ7Iwjfc4fZ5xVDeaQn81fuI+RmEGdPnCQwNJbEO34EpOShMU3+YSQ8q26GhEhedbYhBTtmLqKo20B7SRLbz9+R9M1NuktUbBI9LSW47ffGaLZiMeiI8T5OfFETGVFhBPjeor1fRarfSa4mvqT9RRRfL1gnYePlcZRrodFUFz1i39lQtHoTXUXRfDl/7ej1k8e4GhxB4OUz3MkolkIVWpXVrHQgq2z6Njat2MCFy9cIDgrizN7txOQ1Yxho5cbZIxw7F0a3Qi/hV+B/gPO3SiX5y/IecOnaVaJCAtjufhgf3wBCgq6yZuUxurpbife7xqOCNjD3cGjvOWpbu6m+78/aXZ6SZ1prdx/PHkWzf++u8bm8YJc3qrZiNq/fTmxKBo2tXZgsWkJOXya7uNbBq29iSF170weBqZBVYoWIIBvkbbqQVeIHgzC0KpVKWbRJn1Mlq4Rx1t4Q7GhwFn04lhEdycZi2dgrG4Ltjdiy0f5d7ctGYvsycp9y23IZR0O2I7EiH8vGbyGnLNfbDM+O1+W+hM6O/dvLOAnst/QjY2Rf7226vauMY1/iWJbTvp792MnXZSxkbGSdZL3t64t2RXn7MXTs+0N0kvsWbcj9y+cccZhK36KMGEd7mR31kI/F+Ml9yefepdfb+hf9yfXkduz7d8TZvrxoU65jP//Evv1cltuQy8h1ful+ZDztZZHHyX7+i3L2m7Oxk2WWdZB1ksdA1Jfbls85lhHt2ssi6sjt2mPxPvzsZZX35b7s25H1kOURZUXb9mXk+j/lcypklUgsn5CQMN7NdCGrxLuMeNYoFIpx2ex3XGSVPRqufRcCLgRcCPxzEJgKWdXe3o5475Hzmk8XskqEmc3NzaW3t9cpeB9EVllFbiorL+KvE37/KfX1dRQ+8OW/3yCrrJj0ahprXnL/biBrF8xmX8QLauMP8aX7DVQaDVqtVvozGVTsWrEQr5hCRCCg95NVm8kZI6ssJgP+6xbgGVPBkEVDyM75+GXXke57kdxXvW8QSsIOJ8gqt4iX42SV1/6N+GWLqDg2jPp+Vs+c8wZZZbaYGehuoygvnctHtzNj1lY6HHKR25NVIsdTZ+l9fGJyqa2rpzYrlI9/mCCr9D0VeG5fy8yl7nSKHElvjMwEWWUcGqI6PYxZX++dIKtGlByfM4O0ZrVzsiqldqxFG/mhx5h/IJm+riq8fG9TXlPPq7I8Nn42g+cdGsnbrDblMgs3X6Or/glXH9ehN8t2T7mZyWRVX+19vvp0B697R8kqi76PiJ3zufG0xY6sMjvFX5BV39qRVe3P74ySVUolnqt/4GRoNsqx+aGTcm6JiE9GAnYt5mJ6DTcP+FNZkszKWet5+CyXAyH5WOQ4g7K4JgXrP/mUsIzy8bkmcqRp1D2smfU/JFSK0IQC9QkSyjlZNWNKZJWmOom/LdiBViKrZJLRhqFfeId9J+EsSK2uZ8HMGSOrbq2dwamQDBTK0XtB6GoymcbJKpOUF81GTdwRtvqkoHuDrBqi62Ua21a54ZdSMRHu8o255DrxW0FgKmRVV1cXYmGEmCti+3CyStSyz1m1a9dvBZ9fXM73EVPOrjsjq/7v//2/fP7555SXOw8D9i6yat63u9DboLmqEP8bflR0aVB0tpKZEsvxras54v+Q8uwo9p4Pe+OLbxSgUbLKY/MZ1CMjZMffJCAigX6tiBNqxWPdXDIbNXZYTiarTIPN3LwZQk72YwJ8/d4gq6x6JWUvcrl67iSHj50h6V4CF66F8KrdmcHURuHjWHxuhtM2MBFSxeSUrHrFzRObCHvSIMnW297A5TPHKX1Vi09gMLklIsm1lVNrf5Ae0Or+Nnw89nH+WhAxiQ9p6ujDhn6CrFIrSPGbOlnVmC2TVd2s/+8vKesTK0usFKQ/4Kb/bZT9zsiqDlJigvG5/WDyF/CwmsPLV5H6opSUh0/GXYtl0AVZ5XbsNgwbyXuYwOmLt9AP2xjRtrB13QnaVaMPVqn828iqkWEy/E5JZNXTlFj8r4XSp58gxariLrDDM1r6USX3mx0bgH/yE6dkVVBICK0iZ9WIlmOr11HRZ5TIqq1nb00iq1qrsliy/TQak0Uiq6K9jxFf1EFbVQEXTp7C90Yot+4mM6i30FGSwKp9VzBLIR5HpVDWZbH3TIhEVvWUJ7Lc/ZLd9WFir5/gZnKeRJxaB6tY8QZZ1cG2dfspa7X/QWtDp+wh5Y4fB45doLS+U3rAC7Lq3K0S6cddRUEmATdvkhh5E8/rMfSpJuajtsc5WaUf7KMoN42LJ49x9MRl7idH4xMURqtdjOQhs4aXRc/w8zrFkRMXKW/qpzQjlku+d+h1EhJTHgvX5/RAYCpklaOk04Ws+vOf/8w//vEPaWGEo4zieKpklWyIl9uQjcOy0Vk26IpPeZMNv/ZGXnHN0Rgt2nhf+6INRwO1aMu+rtyfLJMsh9yfLJssu72x2bGMXFf+lOvIbb+tLyGnoy5yG+LTsR1xzplucvsyds7KiLr2+tv3I+87k0eWQVxz7McZDo59y/VlLOS+7D8d64hrjn05k02UE+3KY/O2MvZ9Oe4700GUEeMvzyFZB7kfuQ37MvI5+09HHeRr9n2+rYxcVu77XfjJ7Qn97Tchn0wQ/Vr9TEUWexnlfWd6ym3J9+Lbxtd+Djjq6WyM5L7k8ZT7eRd+spz2n++Sx/6+tpfPvv5P2Z8KWeXY/nQhq7744gvEsyYrK8tRROnYRVY5hcV10oWACwEXAr8qAlMhqxwFmi5klQg3KyJYpKamOoooHb+XrLJaSDyxnu03X2CyDmPVt+A2fwmPKroYsppoehrG39YEoR+yUp1wjqVbwjGYTFQm+tLQo8Zi0vEi0Y811zJRtqTz+aerqOzVSaTe8PAwI0NGwnavZuvJO1JOIYtBRcqhBXhGFr9B4pjUDRxYuoGM1wMMjwxLhNj+5WtIe62SbBONecF8t+IMh32Tx9MTTFbaxoOrW1gZ9AKdeQgRBvD8vlHPKuExZtD1sXrGbAq6RFg1Hf4rviGmvAPd4GvSHryQwrcpu5tY+OVy6gYn5wiy6jpYt3glGTW9mFWtnJzzHVHFbQwNWRl8Gc8nP+xFqzdiMfZxyes6xbWviDq3C7fjcRitkxc6i4XbedfdOBz8WMKkuyaH2V/O5ZVCj8DMOljJilnr6NZNhNgTegrPqrTLbhyNq2B4eIThYSvx53dy43kLD04tZd+Nh1KUI133K7Z9NYv8drUU8m5IVcPqb+YTfMOTpgHtJPuWhJ9tGHNvPp9/tpl+sxVdbzVzvvyOrOpOKeShvreOPXN/oKxDjHc3Gz+ZS2G/8c12sDHYWSN5VtUPWhHuQMKzaubciwxotGT7HmDFriv0GcwMDQ1Luo56DNmoTLnK14v24nm/BtVgNxd3r2DxluNkNzlZ7DNiIunIcjafi2bQaJFkHB4ZQdhIDy37Bo87hVJeteFhI5Fb53BdhPcza4m/upsNwQWjYRxNA+ye8xWprzUMDZuI2z0Pn8QizMNWKh7cZPa8q2iFjENWGh77ssYjDqPJRO61NZy8lS3Z2vR9o55VEs4jQ3Q8vckct/PojSZq751i4cYLtAyK8ItC1xEEyamvS+YPiw9itAxJYyM8q7ZcS0ZnNkueVbPnXkY3NCJFkBo29PEkV3hWWcbIt8mz3XX020JgKmSVo0Y/jqz613+dIKxWr3Zs83d77IyMet85Z2TVkSNHuHjxIm1tbU6xfCtZZe5iy8J1ZBW9lJI4nvL05HltA4+SHlJQUMKr5/c5E/yYroYyTh3y4GFOPjW1Dai0BruHpY2elkqOb9jPy5Zu6oqzueZ3k+xnJdTVlnHy0FkUkovuqGhDZj0R107hE/kApcFKb0kca93PU1VVQURwIBd8Iuhuq2Trun3kVzXSXfKAyNRnlL0oIDkmmuKyMm5c8yEi9j5lL6tp77X32oKe16X4XfUhNjmdiqpaege0qPvaOb13A7EFjQy0VnDqjBepeeW8SAnm2OUIqmpqeZGfQ1hINCpVDzdvBBAencyruip2zJ9FSnknfd0tXPXw4GFuPk9zcymprEfR18TWbxeSU9+LsruZEM8jhCeXYh0nS2yo+yqZ8++zqepVUlvyhNMnjlH0uofipFCOeobQ1qck8twu/GOzqK2uIDXpHqkZhQy2luK28wjFtS0YtQoOrV1AUmEjJXmPuXD2MplPC3lV3yy5uYqVL3m3z7Lj6GXKmlVvzIGBymQWbfKktbOXutJ8fL2u8KSogoqnj7gcljIpAaHVrCYh6AY+V+7QqxzA5+gWAh+UYDJoiPR058qdp9S/fI7f1SskpGZTVVOHQm1A31HM9h1HyHhSQM2rBgbVegruh3HG7w51bQq7+QLVRTl4XzxPZkEFr2uKuOwdjtY6TE9tLpv3eFJWWUmE/xWu+oXR3vYK9237SMl+Tk11NdeP7CQsvZKq/CyCbgSSlvOMvOwsCiob0Q80cnTXflIyn1JVU8+ASou6+TnbD5ylvKYZ/WAzR3fsIzlj9LpYuVH0KILjXjcoKKnkdVka8xfupkszkUATm5l4n/P4hMVSXFJOY3Mrfb0d3I+L4f6jLCJ9vTlzLZSmbiWCrNp+8g51da/ITn/Mo/Q8uhpKOXfGm6TUTGk+dvUrUTRXE+DpQVx6JaqeV+zcdIAn5fWUJkfz4FkpxS8KiI6Iory8CL9rPsQkPealPJfbigmNTqOiKJ/7SSlUNg3QVv2CrIJqrPZ+72/MAteJ6YDAVMgqYYxbunTpuLjThaw6ffo0586do7HRwXt0TNKpklWyEXhcQQeixJkBWTYYy4Zpua5sWJaN9W8z/IrzwkDc2dkpkRfOZLDv19GoLffnTA77eqLc24zUchuOMr+trw9t5219y+0LDOS+36e/LKv959uwlcvI/chGfWdYTaWM3J786QwHuR0hk+Mm9yuIGPEn62p/XpbRse67jmXs5HYdySpHWRznxbvaFtdEfblt8SnPdfm8PcFh35bQRZSX5bG/JvbFdWfXZAxlLH6Nft6GiTw2ss6OOsh62GMg5LY/tq8jtyfjKc8BR52dySOPs1xnqvjZ9y/2BZ5yG/bXHPt8Wzn7Oh+6PxWySpRZuHDheNPThazy9vZGPGtevXo1Lpv9jousskfDte9CwIWAC4F/DgJTIauEoVG8z5jNoyHJpgtZ5efnh4eHByJ3o7PtnWSVzYaqrYoTK2exYLcPVZ1arIZBrh3dwpqtR4iMiSf8wi7++M128kpKCPNYz9ff7+NFXSePvA+wc+8p7tyNIeJOFNWdaixGHTEX9rPgBzc8va4Qeiua+n4tHRVpbF+5ioNnfYiJiWbfD1+w6tANOgaNk2wqZk0jR9csZNuhc9y9G01i7B3upLzAOhYDzTzQwLx/fERwetVYvnZHjW2U3bvEV99tJTatgJrCDDYvnsMOr0i6lDqKcxL57u//g++9IlpeP2frV//ggE8Mr8qz2Lt5G17+YcTExhGUXDiW13yi/WHjACe2LGHLMR9evKwh3fcAs5ftIjwqgdjrh/nL50u4F32HS3tWst0zjPZBLZUZt/nov/+HS1GZ6CzjoZOkhcD1aZeYu3wrUakFKJT9ZIWcZtOeU9yJjCLM9xK3s2qxOJBcgqxKvbCUv87ZxK2IuyQmxBB0Mxm9yUxTXhiLf1jDBb9w4iNvMu+jj7kSkz3ar6iSogwAACAASURBVM1K5InlzN4ajtowmYQTGo4MG3iWcIW//PE74rOK0VkMPI24yM49xwi5FUFooD837hVgsFqpfJrAd3/4Bz4JT9E62GpGLDqeJN7kk798RkRGNSbDAAk+B/jkiw1klbWj7nmF9971LFuzk0uXfYmKTqBPP+rlZWh/wWd/m0FZxyDDwxae3T7DjEU76f3/2TvXKD2qMt8z63w4rjnrrMWH+cA5c84cZgYYRgiCgAIiJCIXBYYEFKOIBsfRiMyIIMiAAgoMInJzVMBRQAVylyQmhBhCgrknkHALgdzv9753pzvpJM9Zv0qe6t3lfvNWOt3VlfR/r9VdVfvdtfezf/vZe1fVvy7JAwMd7eBrDRvesO8Nvda+MvQWe+Sxx23UCy9aQ0urLXvlN3bVwMF2/2NP2qgxo+2blw6wR8cssLb2nbb4lWE26KLP2MNPPGPDf/Nz+9QZH7F7f/uKrVu9yG7/7AV2/fd/Ycu31NmbE56wj595of30qd/Z6DFj7BeP/8ZW1e6wpi1L7f6vX2ZfvuVhe2fNFls8baRdfd6AhHND3Sb7/aM3W//LvmYz31hrzXXr7OHbr7drhnzTfvzwT+25kWNtQ+0Wm/Kru63fJ75gr77BJznW2a9u+4JdOfQee335Jlu5YKINGnC5/XL0y4kYu2H2b+3cTw6xVc2tnfqJM9Dy8CKQR6yaN2+e8R3COt7m1+Unq048sUOsuuSSw4tSD1pbTZiK/R4Tq/bs2acmVzK1oli1t91mTxxuo8dPtlemvGSjRv3e3l2+ymZPf8UmT3nF5s2da+tqW21Xa4stnDnFRowYY9P+NC95NWD4dGlz/TabPGaEzXt7mTU11dtrs/9kf5wy1WbOmGFvrtjSyay25jr700tjbfzkGVbXvNPamzbZiGefs2mvzrSXX5pkEyb/yVYsfduG/3ZYItTUrnrTRo0cZzPnzLf3lq+19t3ttuKt+TZ65CibNPkVe3vF+k75793dau/Mm2GjRo22P77yJ1uxbrvVb15to5/7rc16Y5ltWrvMxo55wea/tSwRgV4aP86mTvuTzZk731ZtqjPbs8uWLJht48b+wWbOmmG/feIJm/76Mlv17iy7+7Y77fnhI+23TzxiN//wMVvw2jx77sn/splvrrSaLWts0pgRNn3eu9a6yyfXvbZl1Vv2xENP2FurNtqqJYtszMgxtnj5Wnt77jQbOWaSrd/WaE2bl9vY34+zV/80w15/4+3kQ5hbVy22Z58bYW8uW2eN29baiKf/y2a+sdIa6rbZzCkvJt+MmjH7datr3vfIY83K2fbvdzxpO1KhrAPLrvq19uunfmtvvrfampvqbNGcP9nkyVNtxvSZtmZzbadHktta6mz2lBdtwqQ/2YaN6+2lMc/bxOmLrLmxxv445nmbNH2hNTY12KI50230qNE2dfpMW72lIfnO1OuvTrTnh4+2aTPn2/ottbZ19WJ74YUJ9tay9Z0mjC3rV9rE8WNs8pRpNm/ObFu+sTZ5r2xr0zabOPx5e+nlafbi2N/buImv2Nb6Rnt33lQbPmq8zZ4z3yaMes6mz3vTpr401n784wdt+IhR9rsnH7JrrvuBNbS327vzp9nzz4+0qdNn29qN221n01b7/ejRNmvB4uTDmEsWTLfnnxthU6fNsjUbtllL/WZ76Q9j7aUp02zhvFftqaeG25qt9R3wzKxxy0obPex5G/eHSTb/9Tdt1cr3bdIfJtgb76+1Ne8usOeeHWHvrtqciFXX3fSozZw1yxa9/a5trd+R+NPiedNs+LDR9sepr9p7qzdazYYVNmH0KJu9aKltWrvURj473OYvXmmr3pyZHDjMmfe6LVu9wXa3t9k782cmvjx56p9s+drt1rRlhY0Z/XubMXOOvb98TfL6wuWLZtiL0xf+2QFap0pooxQE8ohVjNfcWe6hLGJVtXkmr1jFxdlsCC88Zy/mkpa48AK+7+8Xlj1Plr7uaVh6/i5W+UXs7NIv6mcvantefhEcezyEabP2eJpwmU0T7h+mq3SR3NNk8yHe60meHjx/uPg+2Xr7ttff9/Wl7xe7+O5pvBxsIMRYEY8dnk/MXs/Pl7E0Xpa3tW97PTw+LIv8vB6ejqXb6+Vll+Th6V0cCX3U8/Qyff9KPuu/s6Rsz9vZx7h5Xp7W7fC8fB//3fPKluG/h8uw/j1dDmWFtrn93n6UXyl4HUkTY+55eN28PUIf8DReZ/LK2uN5hz7qecaWnldodzaP8LdsmaF9YbpDWc8jVo0aNSqpu5dTFrGKO7n5qxQkVlUio3gREAERKI5AHrFqwoQJybdEmBMJZRGrqs0z1cQqnp6q3b7NttfUJd+s2sMTTS1NVldbaw0NjdbU1GS122ussanZ6mtrbNv22uRzBm07Wqyhvs7q6husZQdPKjHf7bFdba1WV1NjNTW1yRMmPPHC0ynNTY3Jd60aGhqsqbHBamrrbSdPkATNvGfXvm9l8Yr22ro6a2xqsV3tHU8l7W2vt8euudGWrKvttF+QhbW3tSS2Yy9lYktdfaO1trVZa3Ojbd+2LblRne871WzfbrX1Tckrt1pIW1tnXJvcmbyiLcyVh4R2W3NTg9XV1VtLS6u1te5IysEPyGvb9prk1fLkWd/QZG07d1pry74y6hqaEj5hjlyPhN++Orbbrp2tyTZ1T+J2d2bDvohVk34yxP79ublJWfWNTYmt+ED7rjZrbKhP7GtsaLTG+rrEDtqFG8EXjn7cfrdoi7VlBCby3bO73Voa62zr1m3W0NRi7bv3JPY0kV8tNu5jss83Gm3b1q1W19CcpAvrlOTT1JC8MaKBp8L2tFtDXa1t315rLa07k6ftYIJvwY04b/+9e3Yl9u5jv9fwr+am5uCm+bAkviXVbjuaabPapH35xAYc8LXGulqrram1puZ6G/atgfafLyxI3qjFt9ga62sTdvh2bc22pB58wgU/qaUtd7bamxN+aZ++/EHbuJ28G6y1bVfyZFP7ztakD5Bux45W29HSZLU1NYndu3ZRLv2jJqkXT8hR1/qkrvVJH+EpvOZ6OG9Pbq5P2hxba+ttR+vO5FtxtBv+gt/voW/WNyZPgnWuvbYORwJ5xCrexPCxj30sfX14156s6t+/Q6xiXSEhEBOjqsXFxKr77rvPfvaznyV3jcfQVhSrYokV9+cE9u6xpfMn2u33PGH1O3ba9uWv2aO/fN5WrO+4IPjnOxUXs6e9zea/NMImzY4/8VCcJQWVtLvFxo941n71u7HW0LrLGtbOt+tveCj5qGNBFkSLmfmzW+w/nlkQ/U2RIgCBPGJVllRZxKqHHnrIHn30UVu1alXWxGQ7r1jlF4HDTLhg6xfgsxdzSRdeqA7384vCsQvTYTrP38UqTx+mCdezF7X9t0p2kB/14lW8XPymDpVC1uZKZVW6sO/5ZvMhnn2co6fz/LExto+nO9DS94u1ne/n5fjF+0qsvH1hRX7V2qJanSifPLL19vgD2cx+CBBus9fFl9jK79n29DpQR2eTrUelfT1v55Mt2+OzZWb3i9WXNN4OLsLE+HleB1q6Hd1ZTsgtLNvLqlRn0oacSX/RRRcl44Lnk8cHnI0zj9nj5bjfdJUf9ngebiPLbJmV0oX7HOx6HrEqm2dZxCrueGeuWbp0adbEZFtiVRSLIkVABESgUAJ5xKqsQWURq37961/bj3/8Y1u8eHHWxGT7gGIVMgYX+Hf7K9n2SQeITkncnj3GzX2s+zJZ338jxp79++37PtD+4oP89qR3g+8N9u/I88/u5dgbpttXZipm7N1jtWtes3/71azkVXfRyhK5v3zsTW1mPcybG+P314vXs8HA07L8M7v2F9aRZt+NKF7/lNd+Hgh05NmpjIzBSZn7uSZpExv2tUMHt847Ja8BfOgr9oMX3k7bx/lgNGKSt1Vi63472ttq7b8evMdqd8S+M5VAS/dNbE+iMkwSUzJ1Sgvfb2fAkXwQyZyR+0jIyuP27b2vPFgQEj7Yvz/r2KIT37TRQg6tNvLGQclrAHmwbV+e+xhh3z7bAj/hVX17dtkbvAbwqp9ZU/qqQrdpf79I0gX77eccq2sYl5TvfSYRdzvz6bBvvw/iy0nesdor7nAjkEesytapa2LVwIEdYtWxx2bz7LPb1YSp2O8Njc22dPlq27Sl432kxx13nPXv398WLlwYZSmxKorlICL3WlPNBntp3Av2+zG/t5cmv2xvv7/GWnd23LlyEJl1c9K99vacP9qo30+2mh2Zjz92c0mlyW7vHtu0eqm99IdxyXdypkydZm8u7fz0VtG2tjdvteH/+YD99Jejbc3WxqKLV3mHCYE8YhWvc+Uk0ENZxKrTTz/dzj77bJs1a5ab1mmZV6zKXvz2i8N+sT97MZdC/CKzp/GC/SK3X3zm92r5V7r4HMZ7eZ5vtrzsRXW3+ZZbboleoPb9WWbrW6ksynbBIdzf17P5EB/WwdN5/s4ulqbSvp7HgX4nXy7KIwTC3pl522RZuT2wygoOYXm+HrPX86Bs55AVBjxNNt7zZelpnE34G+uUHWsD0nu8l5/Ng3rHhC4vo9LvlHmg/Q5kVyzvSu1QKd7z6IlyvEz3ES+rEgv/3Zekw8cefvjhTv3M2yDb1t6+Hu/bXj75eTt6GZ7G93GbSRuGSvGe5kC+E45R+I2X5fse6jKPWEV/ffnll9OiyiJWDRgwwJhrQttSI81MYlVIQ+siIAIi0DsE8ohVmzZtSr4/iBhAKItYdcUVV1i/fv2MJ79ioZpYFdunfHG77eVn7rYvXXujvbep3tojb94pn83dbNHePbZi9ki7+tOfsIv+6cs2cta+79QfsJS9e2z7m2NtyOAv2+MT3upbb63Z22ZznnvMrhzwcfunz3/LZi/ruNZ8IGYNa1+zm68ZaOefe5nd98uXrKUv+tqBAOm3LhPII1Zt2bLFpk2blr5utmtiFd+pOuqofX98v0ohIRATo6rFxcSqFStWJN+ram3d90q4LF6JVVkiB7+Ncs/jtckj3k1//hjvwefYfXvsaGqwxv2vA+y+XMudE3eZ8CjxvvZo6fWPKCaPYu9/bDn7vuRyk5R1RRLII1Y99dRTdvLJJ6dmlUWs4omq1atXJ+JAalywkles4kJ8eGE/vPBPdrELyMRnL+L7Bershd9q+WcvRpO3X3j2i9iexre9mpXi3RbKzu7j+/rS0zqDSnmST/ZCuufhy+yFbvYJeZDO88+WF14gz9bf8w+Xnk+4H23lwor/7vXPbod5kYb9wrzC38P1PHXK+hD7ExeWQT5ZnqH9YZm+7r97nYj3OM8r257ZfUkfC87c24U0HpdlGqbx8mBXU1OTMMxyJH3oB2y7vZQT5sG6t1VPl0PZ2Xbwsr3OMVYeF6YN24Tfs3X0uNAHfH/f17fDerMe7uP5HIif2xcuPe+wbdx3vHzPO0wT5tHV9Txi1bBhw+z4449PiyiLWMXNGsw1zc3NqW3hisSqkIbWRUAERKB3COQRq8aOHWsnnXSStbTs+xZ0WcSqdevW2cqVK5PX9cXoHRlilVnbjibjwi2viTvQ0zYxBkdG3N7kFYu8Vq+2rt5ad+a4qZsnc9rbrL6uzlpa973K7shgkacWe21na0vyer/ktYyRVzvGctm9a6fx+sOamjpr3tHWR30tRkZxh0ogj1g1efJkO+2002zr1q1JcV0Tq+66q0OsQrRSSAhUE6Ziv8fEqo0bNxqq4s6df/4BQAqSWCWHEwEREIHeJ5BHrOIJWV6F5KEsYtXmzZuNP/9Qstvny7xiFRdmeaqGC8L8hRfVyYsLuuGFYc/ff/P9WIYXmfmd7Wr5k84v1od5haKCX2gOLyq7HX4xO2s3aSvZ7fuGZbvtlcrKk59f/KYerLNP1i7P38sLbahU/9DecD3LLayvlxMyq8TKRZkwbVhOuJ63Tl6W14n9+AttZNt/92XY7mG5vh4yZh/8y1/3SH7OJOTLvr7fgfJ3Dm4Lbff+++8nbej5OVdP4zZQLsHLD3/P+gDpsnX3/JNMAlEzzCcUUbqrnJgtTz75ZNJOB2LldmJ32KYez5LfQvupM3+e3lkS5yHbBvxGPmHdSUt8mHeWn+cXLrPM3I4wTays8PeurOcRq95++2177LHH0uzLIlZxLsM8U+nmO4lVaZNpRQREQAR6jUAesWrJkiXJZyr4Ng2hLGLVtm3bjKe+/DgqC/FIEauy9dK2CIiACBxOBPKIVcuXL7fHH388vcmta2LVI490Fqs2bTqcOPWYrTExqlpcTKzSawB7rImUsQiIgAh0G4E8YhWF8SSnh7KIVd31GsDsRWCvZ3cse+LCb167erPsvDaWJR2iROzCfVnskx0icDgTyCNWUb9wnimLWKXXAB7OnifbRUAE+gqBPGIVLMJ5pixiVd94DWBf8UTVUwRE4EglkEesou7hPNM1serppzuLVYsWHalMD6pe1YSp2O8xseorX/mK3XrrrYayGAt6sipGRXEiIAIiUCyBPGIV34S6i6eR94eyiFU33HCDffvb3674QeKDebKq0t2MXueuLntLMPInNvI8GdLVuh1J+9FO/CmIgAh0P4E8YtX8+fPtjjvuSAsvi1jFuQxzDU8vxoKerIpRUZwIiIAIFEsgj1j1xhtvJOcz/uafsohVP/jBD2zo0KE2b968KDQ9WRXFokgREAERKJRAHrFq8eLFds8991hjY2NiW9fEqmnTOotVbCtYTIyqFhcTq7jwxysz9uzZE6UqsSqKRZEiIAIiUCiBPGJVWb9ZxTzDn38oOQuuL4pVLlLxerDw1WJZNtreRwCBClY9+XSdWItAXyeQR6wq6zerOJc50Dwjsaqve7fqLwIiUAYCecSqcePGlfKbVdXmGYlVZfAw2SACItDXCeQRq7rnm1XcIce3qvyPJ60Uuk2s4gOWnJzyse1YkFgVo6I4ERABESiWQB6xinep8z0RD2V5smrixIk2adKk9AOWbp8v84hVnlZLERABERCBniGQR6zifOHNN99MDSjLk1XYzlzD90RiQWJVjIriREAERKBYAnnEqrq6uuR8xm+mLsuTVdOnTzfmkvXr10ehSayKYlGkCIiACBRKII9Y1dDQYO+88461t7cntnXtyapVqzqEKgSr++8vtKJlLazaU1Sx32NPVh1//PHWv39/W7hwYbSqEquiWBQpAiIgAoUSyCNWcVc5gpWHsohVZ5xxhp1zzjnGawpjQWJVjIriREAERKBYAnnEKu4sD+eZsohVfLOKuWbq1KlRaBKrolgUKQIiIAKFEsgjVrW1tSXzjH9PpCxi1cCBA+2UU06xCRMmRJlJrIpiUaQIiIAIFEogj1jFa2Z5043fFNE1sYpq+VNVLG+7rdCKlrWwmBhVLS4mVj3zzDM2evToine8S6wqqwfILhEQgb5EII9YVdbXAPLaqJEjR9rGjRujTSaxKopFkSIgAiJQKIE8YlVZXwM4ZswYw7a1a9dGmUmsimJRpAiIgAgUSiCPWFXW1wAyj/Dq7lXcTB8JEqsiUBQlAiIgAgUTyCNWdc9rAKnY0Ud3CFZDhhRc1XIWV02Yiv0eE6uq1U5iVTVC+l0EREAEep5AHrFq2rRp9p3vfCc1pixPVqUGVViRWFUBjKJFQAREoEACecQqnpD91re+lVpVlierUoMqrEisqgBG0SIgAiJQIIE8YtWCBQvs5ptvNu58J5TlyapqmCRWVSOk30VABESg5wnkEat4pfl3v/td43WAhK4/WXXssR1iVf/+PV+7w6CEmBhVLS4mVvFqpquuuqrTd07C6kusCmloXQREQAR6h0AesSprWVnEqksuucQuv/xy4+QzFiRWxagoTgREQASKJZBHrMpaVBax6jOf+Ywx18yYMSNrYrItsSqKRZEiIAIiUCiBPGJV1qCyiFXXXXedXXDBBTZlypSsicm2xKooFkWKgAiIQKEE8ohVWYO6LlYhUPmrAE89NZtvn9yuJkzFfo+JVRdeeKFde+219u6770Y5SqyKYlGkCIiACBRKII9Y9dZbb9mvf/3r1K6yiFVXXnmlDR48uOK3ESVWpU2mFREQARHoNQJ5xCrOF375y1+mNpZFrPrSl75kzDVz5sxJbQtXJFaFNLQuAiIgAr1DII9YtWzZsuR8xj98Xxax6vrrr09uvuNNFrEgsSpGRXEiIAIiUCyBPGIVr3Plk0gtLS2JcV0XqwYO7BCrjjmm2JqWtLSYGFUtLiZW0Tg7duww/7BYtroSq7JEtC0CIiACxRPII1Y9/fTT1q9fv9S4sohVzDP87d69O7UtXJFYFdLQugiIgAj0DoE8YtXw4cPthBNOSA0si1jFucyB5hmJVWmTaUUEREAEeo1AHrGKb1adfPLJyTUqDC2LWNXa2prMMy6iZSFKrMoS0bYIiIAIFE8gj1jFOc+HP/xh27p1a2Jg18WqoUM7xCqesFKwasJU7PeYWMUdiAsXLrSmpqYoVYlVUSyKFAEREIFCCeQRq5YsWWIjRoxI7SqLWMXr/15//XWrr69PbQtXDlasmjlzZvKB4zAPrYuACIiACBwagTxiFXe8P//882lBZRGrOJdhrqmtrU1tC1ckVoU0tC4CIiACvUMgj1jFHe+cz7goVBaxijdYzJ8/37Zv3x6FJ7EqikWRIiACIlAogTxi1bp162zUqFHpTRFdF6vuuquzWLVqVaGVLWNhMTGqWlxMrDrttNPs0ksvNT4wFgsSq2JUFCcCIiACxRLII1ZlLSqLWHX++ecbr5ydN29e1sRkO69Y9d5779mHPvQhO+qoo5I/1onz8MMf/jD9zdP4Mpv22Wef7ZSW7TwhLCObp++ftZN9soGnAL7+9a+nNlx88cUVT37DffPkTfo8diL6OR+WeRmE9mTzCPNj3etOukq8wvyqrTs32LEeC8TfcsstqW/4Pm5LbJ9DicuWdyh59eS++A5cKnHrybKV9+FBII9Yla1JWcSqyy67zPr372/Tp0/PmphsS6yKYlGkCIiACBRKII9YlTWoLGLV5z//eeN774hSsSCxKkZFcSIgAiJQLIE8YlXWoq6LVU8/3VmsqvA+8myBR/J2NWEq9ntMrLrhhhvsrrvuspUrV0ZxSayKYlGkCIiACBRKII9YRZqBvDZ3fyiLWHXrrbfa7bffnooHbp8v84hVLoogqLDOkr9qAoiLO6FQkd3P0xB/oEAeoUiSzYd9PS9sJHD3JUJUWH5MPOH3aoJVnrwpM4+dWfHI867GIKlU8M/bxesb/NQjq84ubIdsQdm6+T5hG2T3OZTtbHmHkldP7pv1i54sS3kfngTyiFUvvviiffrTn04rWBaxinMZ5hrufI8FiVUxKooTAREQgWIJ5BGrSHPFFVcYr90jlEWseuCBB+ymm26y1157LQpNYlUUiyJFQAREoFACecSqWbNm2Wc/+9n0jQxdF6teeKGzWDVpUqGVLWNhMTGqWlxMrKpWN4lV1QjpdxEQARHoeQJ5xKqRI0faRRddlBpTFrEqNajCSh6xKrzQjjiAqFJNhPDfQ2EjJh5hFvkfSCyiTJ4UYunB83cRxLfD8kibFTNiIpfbVUksypt3Hju9LLfb60PZB2Lg6cJlrLzw9+5er8QhLCfL2/fJ1jfc51DWs+UdSl49uS/1z/pmT5anvA8/AnnEqvHjxydPMHntyiJWuT2VlhKrKpFRvAiIgAgURyCPWMVcxBsZyiZWVaMksaoaIf0uAiIgAj1PII9YRRreMFdTU5MY1HWxiiep+FaV//GkVR8P1YSp2O8xsep73/uePfTQQ7Z27dooUYlVUSyKFAEREIFCCeQRq7IGlUWsuu+++4y7EVesWJE1MdnuqlgVzSyIjAkplYQaLuQfSKipJOSE8Z53VnDKxlcSDSrFU6VsHl7NbHxoj6dhGcb7U1TwCUOl+DBNdj3GOJuG7ayg4/Z4vL8+sBI7/53X2CG4VBJd2N/TsoRpKFax7b/HnspzngdKE9YvVp7/HpZFfqF/+X5hfZ1/pbp5PR5++OEkL/IM01Yqz/fzOrH0tj/Qb14PLfsOgTxiVZZGWcQq+gVzDd9ujAWJVTEqihMBERCBYgnkEauyFpXlyapf/OIXyXFlpSd4JVZlW07bIiACIlA8gTxiVdaqrotVfKPKhSqWfMOqj4eYGFUtLiZWnXDCCTZgwADjw8SxILEqRkVxIiACIlAsgTxiFR8k5kTJQ1nEqjPPPNM+9rGP2ezZs920Tss8YlV4cZ8L7eFF/k6Z7d/wi/DhxXxPx76hUOEiARf7KwV+q5aX5+NCgOflAgh5uF2xsogLBQ3fn2WevEmXx04XiMgzDF5GNbbhPuQVih/hb+F6tkxvz5Cpxzk/tydkxXpWpAnLYT1bljNnv7BuWd6x8kgf+kq2rFh5xGXbwW0I60saz9t/r9T+5OlpYrzzlheW734ZxuVtzxgHxR3+BPKIVdzcNil4w0VZxKoLLrjAmGumTp0abQiJVVEsihQBERCBQgnkEas2bNhgkydPtt27dye2lUWsGjRoUHLcNmHChCgziVVRLIoUAREQgUIJ5BGrNm/ebFOmTLG2trbEtq6LVeweilVDhxZa2TIWVk2Yiv0eE6tqa2utvr7e2tvbo9WUWBXFokgREAERKJRAHrHq6aeftn79+qV2lUWsqqurM/527dqV2hau5BGrSM8FeS7U+5+LGmFevl7torsLE3ny8rLDi/phOS44eJ5Zu1xkwP5w3fPwJcJIJbEiT9557cQ+t9nLZuniRSjohL/H1p2zcwyX1NdDtsyYCJQtn/2zPJxfrC0qlVVpn6xN3VVepbbKluf1pS5PPvlkVdGvUj3ylkf9Qm6xNoBhjIOz1fLIJpBHrBo+fLj9wz/8QwqiLGIV5zIHmmckVqVNphUREAER6DUCecSqcePGJeczHPcQyiJWNTQ0JN832blzZ5SfxKooFkWKgAiIQKEE8ohVnPOcfvrptnXrGIIraQAAIABJREFU1sS2QxOrjjmmQ7AKPiBfaK1LVFhMjKoWFxOreC3TmjVr0ncCZ6sosSpLRNsiIAIiUDyBPGLV3Llz7Uc/+lFqXFnEKp74Wr16dSLUpMYFK3nFKt+Fi+mhKIIIkA2VLrj7Bf9QBAlFAz8xjuUXXuj330MBopJo4GViU7juefjycBarYm3g9WIZcmI7VldvB347ECc4xtrCy8uWVSkv0uFHLL1s8s6GmK1hmmx54W9etvtrViR0G/g9VnYsrwOlO1B5ITdPF+N4oPqE9mj9yCOQR6x6/fXX7d57700rXxaxinMZ5pqWlpbUtnBFYlVIQ+siIAIi0DsE8ohVb7/9dnI+4ze5lUWsWrduna1cudKampqi8CRWRbEoUgREQAQKJZBHrOK6zYMPPpiO54cmVp11VodYxXofD9WEqdjvMbHqrLPOsiuvvNI4KIgFiVUxKooTAREQgWIJ5BGrshaVRay66KKL7LLLLrMFCxZkTUy2D1as4mI6AoILDNkL7h4fu6jv4gDLMFQSmjxNeKHf41hihwsQlfII7XGRIGYbcaGIFpaTJ2/S57GzkhjhZVCnvKESz+z+2TJjAlDIKVzP5sW+2TYP02TLqsQ8tN3Lc1Epu6zULpSbLY842sHz8H1j6dw296GwHtl1T1vJd6qVF/qG5+X7ZJd57Mnap+3Dn0AesSpby7KIVVdddZUx18yYMSNrYrItsSqKRZEiIAIiUCiBPGJV1qCyiFVDhgxJPp/Bq6NiQWJVjIriREAERKBYAnnEqqxFhyZWDR7cIVbxlFUfDzExqlpcTKy6+uqr7Zvf/Ka9//77UaISq6JYFCkCIiAChRLII1bxTajwQnZZxKrrrrvOvva1r1mlDxJXE6tcSPC6cdHfBZWY6BGKENlGigkGpPEyPN/sfrFySBPGV8ojGx+KBmE5leIPZF8279CeMO8w3kUpWIShUnyYJrt+INZh2iz30B5P53WBg4sp3uaehuWBOPF7tqxKeYW2e9nYdbAhW16Yb5hXNh2/UZ4LRQcS4Eibpx4HKi/kVimvcH+t9z0CecQqbjq48847UzhlEatuuOEG+8pXvmKvvfZaalu4IrEqpKF1ERABEegdAnnEqjfffDM51vPX7ZVFrPrud79r1157rc2aNSsKT2JVFIsiRUAERKBQAnnEqnfffdfuu+8+a2xsTGw7NLHqxhs7xCq+X9XHQzVhKvZ7TKziMWZemeEfsMxilViVJaJtERABESieQB6x6qmnnrKTTjopNa4sYlVzc7PxV2meqSZWUaHwQjsX/V1UiIkesTiHUklIqCbUxISG7AX/7HZYZvikSsy+amJJ3rzz2FmprJhdXodKy0o8s+mzdsXKcrtcoGLpTyV5fs7hQMJOtizfx/P1vLK2hz7maVhWivc02fKoW9jeno58wnj3OeJ9nX0rhUr1yFteth6xNqDsSvGV7FL8kUMgj1g1bNgwO/7449NKl0Ws4lyGeabSN3glVqVNphUREAER6DUCecSqsWPHJucz/lrXsohV1eYZiVW95lYqWAREQARSAnnEqsmTJ9tpp53WTd+seuSRzmLVqlWpMX1xJSZGVYuLiVWcmPLKDD5MHAsSq2JUFCcCIiACxRLII1Zx88GGDRtSw8oiVk2bNs1effVVq6mpSW0LV/KIVeHFfMQBLqi72MB6GLIX5cPf/IJ/KIK4SHIgASS2H+WG4gPlZG3yvLHJg8eF5fF7aJOnDZd58s5rJ7bzRA95EkK+YZnV1t0mz6dSen4PWVF+tr7OxVllt8nb7Q7ZZcv0urhNzsTz9fRZ232/MF02je8bLn0/L8/3wVYPHucM3KaQAen9d98vXPo+oX387nkfqDzS8XtYnvMNWXpdwrxCG7R+ZBPII1YhCK1fvz4FURaxinMZ5hr/UHJq4P4ViVVZItoWAREQgeIJ5BGrEIWYZ/bu3ZsYWBaxim8DT5061TZt2hQFJ7EqikWRIiACIlAogTxiFefVXDfzm6kP7cmqYcM6i1Vz5hRa4bIVVk2Yiv0eE6uOO+4469+/vy1cuDBaRYlVUSyKFAEREIFCCeQRq7jpgA//eiiLWHX66afb2WefXfG1GXnEKurkF9f9tWmh2OJ19gv64QV4/y1ccsE/zCcrAFQSDsL9KgkLfsHf88/mjR1up6cJRQR+97pm982TN/vnsdNFDrchK1BUYhBy9DxYHijwe8iLvPPU2Tm4jbTrLbfccsBvVoVsSY9IyjLLMmZ7trzQ5kr1y5bHtucd2r1o0aKEAXX39gm5eT6VyvTfs/XArmrlkSb0HW9rz9PtZBnaxH6Ul22rSiwUf3gTyCNWNTQ02IoVK9KKlkWsGjBggDHXvPzyy6lt4YrEqpCG1kVABESgdwjkEau4+Y7zmT179iRGlkWsuuKKK6xfv342YcKEKDyJVVEsihQBERCBQgnkEau4+W7VqlXdJFYhTvH6P/9DvOrDISZGVYuLiVWjR4+2SZMmVbzjXWJVH3YyVV0ERKA0BPKIVbwG8OSTT05tLotYNX78eJs4caJt2bIltS1cyStW+T5cTPeL7R7XE8uHH344ucDfE3nnyRNxARsUREAERKAIAnnEqrK+BpBzGQSpjRs3RlFJrIpiUaQIiIAIFEogj1g1bty4Ur4GkKeqeEXhunXroswkVkWxKFIEREAECiWQR6zq3tcA8to/F6pY8lrAPhyqCVOx32NiFR+u3LVrV/qYdRapxKosEW2LgAiIQPEE8ohV3FH+r//6r6lxZRGrqs0zZRSreMKGp3FY9lZAkCtClOut+qlcERCBchHII1ZxAjh06NDU8LI8WcW5DH9+J35q4P4ViVVZItoWAREQgeIJ5BGr5s2bZzfccIO1tbUlBpblyapq84zEquL9SSWKgAiIQJZAHrGKN558+9vfTj+HdGivAcSCUKy68casTX1qOyZGVYuLiVXnnXeeXX311fbOO+9E+UmsimJRpAiIgAgUSiCPWMU7d1tbW1O7yiJWXXrppTZw4EB77bXXUtvClYMVq8J9e2q9qKe3KtnP69l4/VpvimWVbFO8CIjAkUkgj1jFPOMXEKFQFrHqc5/7nDHXZF9j6S0lscpJaCkCIiACvUcgj1iVnWfKIlZ99atftQsvvLDi62YlVvWeX6lkERABEXACecQqbm7jfMa/jXjoYtWxx3YIVgMHui19cllNmIr9HhOrPvnJT9oXv/hFW7x4cZSjxKooFkWKgAiIQKEE8ohVvDZu5MiRqV1lEasGDRpkXEis9G3EMopVKUStiIAIiEAfIZBHrFq+fLkNHz48JVIWseraa6815prZs2entoUrEqtCGloXAREQgd4hkEesWr16dXI+097enhhZFrHqG9/4hl122WU2bdq0KDyJVVEsihQBERCBQgnkEat4neuYMWPSG70PXaw666wOserUUwutcNkKi4lR1eJiYhWNxPvdeU1TLEisilFRnAiIgAgUSyCPWFXWb1Zt2LAhmWfCu/FDehKrQhpaFwEREIHeIZBHrCrrN6s4l2Gu4anUWJBYFaOiOBEQAREolkAesaqs36zavHmzrV+/3lpaWqLQJFZFsShSBERABAolkEes6t5vVlG9wYM7xKpjjim0wmUrrJowFfs9Jla9//77tnLlyoondxKrytbyskcERKAvEsgjVi1btsw4wfNQlieruBN/xYoVFU/uJFZ5i2kpAiIgAr1HII9YxTkD85GHsjxZhV3MNU1NTW5ap6XEqk44tCECIiACvUIgj1i1du3a5HymvX13YmNZnqxas2aNLV261BobG6PsJFZFsShSBERABAolkEes4gY3zg38ExqH/mQV36kKv1sVfJuj0NqXoLCYGFUtLiZWnXLKKfapT33K3njjjWitJFZFsShSBERABAolkEesyhpUFrHq3HPPtU984hM2d+7crInJtsSqKBZFioAIiEChBPKIVVmDyiJWffrTn7aPf/zjFV/PJLEq23LaFgEREIHiCeQRq7JWlUWs4pXmH/3oR23SpElZE5NtiVVRLIoUAREQgUIJ5BGrsgYdulj1yCOdxaolS7Jl9JntasJU7PeYWPXtb3/b7rnnHlu1alWUncSqKBZFioAIiEChBPKIVc8995ydc845qV1lEavuuOMOu+uuu4wneWNBYlWMiuJEQAREoFgCecQq3u9+xhlnpIaVRay69957jbnmnXfeSW0LVyRWhTS0LgIiIAK9QyCPWPXiiy8m5zP+WteyiFUPPfSQffe73634DV6JVb3jUypVBERABEICecQq5qLzzz/ftm3blux66GLVsGGdxaoKdzWEhh6p6zExqlpcTKyqxkdiVTVC+l0EREAEep5AHrGKNHxg3kNZxCq3p9JSYlUlMooXAREQgeII5BGruKP80ksvTY0qi1iVGlRhRWJVBTCKFgEREIECCeQRq0gzcODA9PVMZRGrqmGSWFWNkH4XAREQgZ4nkEesmj17tn32s5+12traxKBDF6vmzOksVj39dM/XtKQlVBOmYr/HxCo9WVXSBpZZIiACIhAQyCNWtbe3pyd27FoWscqfrOI977EgsSpGRXEiIAIiUCyBPGLV7t27O80zZRGr9GRVsb6i0kRABESgKwTyiFXZeaYsYpWerOpKi2sfERABESiWQB6xyueZvXv3JsYduljFq+rCb1bddVextS5RaTExqlpcTKzq16+fXXLJJfpmVYnaVqaIgAiIQJZAHrFq/fr1NnPmzHTXsohVfLNqwIABNocbTiJBYlUEiqJEQAREoGACecSqjRs32quvvppaVhaxiu/vMtdMmzYttS1c0ZNVIQ2ti4AIiEDvEMgjVm3ZssVmzJhhXEwklEWs4ptVH/nIR/TNqt5xHZUqAiIgArkI5BGreP3frFmzbOfOnUmehy5Wkc0HPtAhWA0ZksvYIzFRNWEq9ntMrOJOd75X1draGsWk1wBGsShSBERABAolkEesYrzmJMpDWcSqFStW2MqVK62lpcVN67SUWNUJhzZEQAREoFcI5BGrRo0aZR/60IdS+8oiVnEuw1zT3Nyc2hauSKwKaWhdBERABHqHQB6xasKECXbmmWda2b5ZtWbNGlu+fLk1NjZG4ek1gFEsihQBERCBQgnkEaumTp1qH/vYx7rxm1VU8cQTO8Sq/v0LrXSZCouJUdXiYmLVunXrjLskXVHM1lFiVZaItkVABESgeAJ5xCom5ttvvz01rixi1YYNG4y/SjdFSKxKm0wrIiACItBrBPKIVXPnzrVbb701tbEsYhXnMjxd7Bc3UwP3r0isyhLRtgiIgAgUTyCPWLVw4cLkfMavT5XlyarNmzcn80ylm+8kVhXvTypRBERABLIE8ohVb7/9tt15553pzQfd82TVJZd0iFXHHpu1q89sVxOmYr/HxKpPfvKT9sUvftEWL14cZSexKopFkSIgAiJQKIE8YlXWoLKIVYMGDTJencHJZyxIrIpRUZwIiIAIFEsgj1iVtagsYtW1115rV155pfHB5FiQWBWjojgREAERKJZAHrEqa1FZxKpvfOMbdtlll1V83azEqmzLaVsEREAEiieQR6zKWtU9YtXQoR1iFd+v6qMhJkZVi4uJVeedd15yEfGdd96JkpRYFcWiSBEQAREolEAesYrviIR3vJdFrOLEDsHqtddeizKTWBXFokgREAERKJRAHrEKMeimm25K7SqLWDV48ODkImL43cbUSDOTWBXS0LoIiIAI9A6BPGLV66+/npzPlO3Jqn/5l3+xiy++2Hh9VCxIrIpRUZwIiIAIFEsgj1j11ltvJU/wNjQ0JMZ1j1h1//2dxapNm4qteUlKqyZMxX6PiVVtbW3JKwD37NkTrZnEqigWRYqACIhAoQTyiFXPPPOMnXrqqaldZRGrONnkr9I8I7EqbTKtiIAIiECvEcgjVo0YMcI++MEPpjaWRaxijuGcptI8I7EqbTKtiIAIiECvEcgjVo0fPz45n/HXupblyapq84zEql5zKxUsAiIgAimBPGLVlClTkm8jbt26Ndmve8SqYcM6i1Vz5qRG9aWVmBhVLS4mVnEBdPLkyVZTUxPFJ7EqikWRIiACIlAogTxi1d69e2337t2pXWURqyZOnGiTJk0yPxhIDdy/IrEqS0TbIiACIlA8gTxiFfNMKAiVRazCduaaTRVuYpRYVbw/qUQREAERyBLII1Zl55myiFXTpk0zhDS++R4LEqtiVBQnAiIgAsUSyCNWZeeZ7hGrEKd4/Z//IV71wVBNmIr9HhOrjjvuOOvfv3/Fb4lIrOqDzqUqi4AIlI5AHrGqtrbW3n///dT2sohVp59+up199tk2a9as1LZwRWJVSEPrIiACItA7BPKIVXV1dfbee++lBpZFrBowYIAx17z88supbeGKxKqQhtZFQAREoHcI5BGreC0T5zN+Y0RZxKorrrjC+vXrZxMmTIjCk1gVxaJIERABESiUQB6xqrGx0ZYuXWrt7e2Jbd0jVnHHnAtVLHktYB8MMTGqWlxMrOLEdMaMGVZfXx+lKLEqikWRIiACIlAogTxi1fPPP28f//jHU7vKIlZxJyLf06r0BK/EqrTJtCICIiACvUYgj1jFeP3Rj340tbEsYhXnMsw1lZ7glViVNplWREAERKDXCOQRq3gbw7nnnmtlew3g3LlzDfsrPcErsarX3EoFi4AIiEBKII9YxTnDJz7xCdu+fXuyX/eIVWT1gQ90CFZDh6ZG9aWVasJU7PeYWNXU1GQtLS2dXh0VcpRYFdLQugiIgAj0DoE8YtWLL75oQ4YMSQ0si1jV3Nxs/IWvKEyNNDOJVSENrYuACIhA7xDII1bx5NIXvvCF1MCyiFWcyxxonpFYlTaZVkRABESg1wjkEatmzpxpX/7yl5PvEGJoWZ6s8nnG78TPQpRYlSWibREQAREonkAesWr+/Pn2z//8z8YbIwjdJ1adeGKHWHXJJcXXvgQlxsSoanExseozn/mMXX/99Z1eHRVWT2JVSEPrIiACItA7BPKIVZw8+V2IWFkWsQoB7atf/aq99dZbUXgSq6JYFCkCIiAChRLII1Zl55myiFWcyzDXLFiwIMpMYlUUiyJFQAREoFACecQqbm4Lz2fKIlbdeuutds011xhiWixIrIpRUZwIiIAIFEsgj1jl8wzfriJ0n1iFQOWvAkS46oOhmjAV+z0mVvEdkauuusrefvvtKEWJVVEsihQBERCBQgnkEauWL19uXJDzUBax6uKLL7bLL7+84kVEiVXeYlqKgAiIQO8RyCNWrVq1ysaOHZsaWRaxinMZ5hpeBxgLEqtiVBQnAiIgAsUSyCNWrVu3zsaPH5++kaEsYhU3RPDaqClTpkShSayKYlGkCIiACBRKII9YtXHjRps4caK1trYmtnWfWMWr/1ysYtkHQ0yMqhYXE6tWrFhha9asSRspi1JiVZaItkVABESgeAJ5xKqnnnrKTj755NS4sohVXNxcvXp1p7skUyP1GsAQhdZFQAREoNcI5BGrhg0bZscff3xqY1nEKs5lmGt4FWAsSKyKUVGcCIiACBRLII9YNW7cODvppJOST1VgXVnEKkS0lStXGp/RiAWJVTEqihMBERCBYgnkEasmT55sp512Wvqt2+4Tq+6/v7NYtWpVsbUvQWnVhKnY7zGxqr6+3hobG9M7V7JVk1iVJaJtERABESieQB6xigt1TLweyiJWNTQ0GH+V3vGuJ6u8xbQUAREQgd4jkEesWrt2rU2aNCk1sixiFecyB5pnJFalTaYVERABEeg1AnnEqg0bNiTnM/6t27KIVYhUXDvbtWtXlJ/EqigWRYqACIhAoQTyiFWbN282vsPb1taW2NZ9YtWwYZ3FqmnTCq18GQqLiVHV4mJi1QknnJA8zrxo0aJotSRWRbEoUgREQAQKJZBHrMp+S6QsYtWZZ55p5557rs2ePTvKTGJVFIsiRUAERKBQAnnEKuYZPjLvoSxi1QUXXGAf+chHbOrUqW5ap6XEqk44tCECIiACvUIgj1iFSMU8s/9TIqV5smrQoEF26qmn2oQJE6LsJFZFsShSBERABAolkEes6rlvVs2Z01msevzxQitfhsKqCVOx32Ni1R133GEPPvhg8irAWL0kVsWoKE4EREAEiiWQR6zi9UznnXdealhZxKp7773X7r//fuObWrEgsSpGRXEiIAIiUCyBPGIVc9FZZ52VGlYWseonP/mJ3XPPPfbuu++mtoUrEqtCGloXAREQgd4hkEes4uldzmd27NiRGFmWJ6t+/vOf2913321vvvlmFJ7EqigWRYqACIhAoQTyiFXTpk0zbnTbvn17Ylv3PVm1aVNnseq22wqtfBkKi4lR1eJiYlW1ukisqkZIv4uACIhAzxPII1bx0Xs+Mu+hLGKV21NpKbGqEhnFi4AIiEBxBPKIVVxEvPzyy1OjyiJWpQZVWJFYVQGMokVABESgQAJ5xCouIl555ZXpN9XLIlZVwySxqhoh/S4CIiACPU8gj1jFG38+97nPWW1tbWJQ94lVZPeBD3QIVoMH93yNS1ZCNWEq9ntMrLrhhhvsrrvuSj4WGauixKoYFcWJgAiIQLEE8ohVvDJjy5YtqWFlEatuvfVWu/322+29995LbQtXJFaFNLQuAiIgAr1DII9YxZ3uvOfdQ1nEKs5lmGveeustN63TUmJVJxzaEAEREIFeIZBHrGptbU3OZ/bufw9gWcSqBx54wG666SZ77bXXouwkVkWxKFIEREAECiWQR6ziW1Vbt261PXv2JLZ1r1h14okdYlXwOopCKfRiYTExqlpcTKz68Ic/bJdddlnFx5klVvViI6toERABEdhPII9YxWPM4SuQyiJW9e/f3y666CKbN29etD0lVkWxKFIEREAECiWQR6ziDsTFixendpVFrOJpL+aa6dOnp7aFKxKrQhpaFwEREIHeIZBHrKqvr0/OZ/wiYlnEqi984Qt2zjnnGKJULEisilFRnAiIgAgUSyCPWNXQ0GBLliwxvsVL6F6xauDADrHq6KOLrX0JSqsmTMV+j4lVXDxctGiRNTU1RWslsSqKRZEiIAIiUCiBPGLVb37zG+MGBA9lEatef/11W7hwoXFQEAsSq2JUFCcCIiACxRLII1aNHDnSTjrppNSwsohVb7zxRnK3u7/OIzVw/4rEqiwRbYuACIhA8QTyiFWM16eddlrpvln1zjvv2IIFC9JvnGTpSazKEtG2CIiACBRPII9YNWXKFPvoRz9q27ZtSwzsXrHqxhs7xKqjjjKrqyueQi+WGBOjqsXFxCpEqubmZtu9e3e0NhKrolgUKQIiIAKFEsgjVs2cOdPuvPPO1K6yiFXMMQeaZyRWpU2mFREQARHoNQJ5xCpucuO1rh7KIlbxGlzmGb9D0u3zpcQqJ6GlCIiACPQegTxiFTdSf//737edO3cmhpblySrmGa6dVZpnJFb1nl+pZBEQARFwAnnEKm4++MEPfmCNjY3Jbt0rVj3+eGexas4ct61PLKsJU7HfY2LVhRdeaNdee22nV0eFACVWhTS0LgIiIAK9QyCPWJW1rCxiFR9JHjx4cPJ0VdZGtiVWxagoTgREQASKJZBHrMpaVBax6ktf+pJdddVVNqfC+aDEqmzLaVsEREAEiieQR6zKWlUWser66683Xjk7bdq0rInJtsSqKBZFioAIiEChBPKIVVmDulesYpLgiSr/GzYsW94RvR0To6rFxcSqs846ywYNGlTxg8QSq45oN1LlREAEDhMCecSqqVOn2re+9a20RmURq/he1aWXXmrz589PbQtXJFaFNLQuAiIgAr1DII9YNWPGDPvmN7+ZGlgWsQqhirmGE9RYkFgVo6I4ERABESiWQB6xivMFzmfa2toS48oiVg0ZMiT5NiJzZSxIrIpRUZwIiIAIFEsgj1jF68Nvvvnm9DMV3StWbdrUIVQhWN1/f7EEerm0asJU7PeYWFWtGhKrqhHS7yIgAiLQ8wTyiFXPPvuscQOCh7KIVW5PpaXEqkpkFC8CIiACxRHII1aNHj2607cRyyJWVaMksaoaIf0uAiIgAj1PII9YNXHixOR8ZseOHYlBZRGrqtGRWFWNkH4XAREQgZ4nkEesYi4677zzeuibVdTxAx/oEKyGDOn5WpeohJgYVS0uJlY999xzNnbs2LSRslWUWJUlom0REAERKJ5AHrGqoaHBVq9enRpXFrFq1KhRyav+NnGTSSRIrIpAUZQIiIAIFEwgj1jFu91XrVqVWlYWsWrcuHHGXLNu3brUtnBFYlVIQ+siIAIi0DsE8ohVfBeKeWbPnr2JkWURqyZNmmQjRozodK4VUpRYFdLQugiIgAj0DoE8YhXfIOS62e7duxMju/fJKrI89dQOsSq4m7x3kBRbajVhKvZ7TKw6/vjjk8eZFy5cGK2AxKooFkWKgAiIQKEE8ohV9fX1nS4ilkWsOuOMM+ycc86xWbNmRZlJrIpiUaQIiIAIFEogr1i1cuXK1K6yiFUDBgww5hpehxsLEqtiVBQnAiIgAsUSOJzFqoEDB9opp5xiEyZMiEKTWBXFokgREAERKJRAHrGqubm5h8WqgQM7xKpjjikUQG8XFhOjqsXFxCqequLktKamJloliVVRLIoUAREQgUIJ5BGruKucb3Z4KItYxes8OIHbunWrm9ZpKbGqEw5tiIAIiECvEMgjVo0fP94QhjyURazC9hdffNEqPcErscpbTEsREAER6D0CecSqKVOmJOczra2tiaFlebJq+vTpiVC1fv36KECJVVEsihQBERCBQgnkEatIwzfVXQfp/ierbrutQ6ziu1V1dYVC6M3CqglTsd9jYhWPv/E+4D179kSrI7EqikWRIiACIlAogTxi1ZgxY+yyyy5L7SqLWOXzjD9mnRq4f0ViVZaItkVABESgeAJ5xCruKL/44otT48oiVnEuw1+leUZiVdpkWhEBERCBXiOQR6x6+eUvrIKzAAAgAElEQVSXk/OZsolV2MM5TaV5RmJVr7mVChYBERCBlEAesWrmzJk2aNCgHhSrnn66s1i1aFFq4JG+EhOjqsXFxKrrrrvObrnlFlu+fHkUmcSqKBZFioAIiEChBPKIVRi0d+++97uzXhax6oYbbrAbb7zRFi9eHGUmsSqKRZEiIAIiUCiBPGIVBoXzTFnEqltvvdWYaxZVOBeUWFWoK6kwERABEYgSyCNWsWM4z5Tlyaq7777bhg4davPmzYvWTWJVFIsiRUAERKBQAnnEKgwK55nuf7JqzpzOYtWwYYVC6M3CqglTsd9jYtVxxx2nb1b1ZkOqbBEQARHIQSCPWLVkyRIbPnx4mltZxKrTTz/dzj77bH2zKm0ZrYiACIhA+QjkEauWLVtmzz33XGp8WcQqXk3IXMMd+bEgsSpGRXEiIAIiUCyBPGLVqlWrkvOZ9vb2xLiyiFVXXHGF9evXT9+sKtZlVJoIiIAIHBSBPGLV2rVrbeTIkclbGci8+8WqTZs6i1X3339QlTicE8fEqGpxMbFqw4YNtnnzZtu5c2cUh56simJRpAiIgAgUSiCPWPXUU0/ZSSedlNpVFrGKb4jw19bWltoWrujJqpCG1kVABESgdwjkEauGDRtmxx9/fGpgWcSqLVu2JPOMvzYqNXD/isSqLBFti4AIiEDxBPKIVXxTnfMZXrlHKItYxbd3N27cmF7czNLTk1VZItoWAREQgeIJ5BGrJk+ebKeddlr6TfXuF6uo99FHdwhWQ4YUT6KXSqwmTMV+j4lVK1euNFTFShcRJVb1UgOrWBEQAREICOQRq/jgL+/f9VAWsWrNmjXGH98TiQWJVTEqihMBERCBYgnkEau4UMdJoIeyiFXr1q2z1atXpxc33T5fSqxyElqKgAiIQO8RyCNWcfMB5zP+baiyiFXc5M1TX83NzVGAEquiWBQpAiIgAoUSyCNWbd++3WbPnp0+tNMzYtWpp3aIVWedVSiE3iwsJkZVi4uJVbwG8Pzzz7eFCxdGqyOxKopFkSIgAiJQKIE8YhVPyDY0NKR2lUWs0msA0ybRigiIgAiUlsCUKVPsL/7iL+yDH/xgRRuz80xZxCq9BrBik+kHERABESgNgWnTptlRRx1lf/3Xf13Rpl27diXnM/49kbKIVf4aQG5+iAWJVTEqihMBERCBYgnMmDHD/vIv/9L+5//8nxULZp5pbGxMv1vVM2LV4MEdYtUxx1Q05kj7oZowFfs9Jlbde++99rOf/cy4IzEWEKs4cf2rv/oru/LKK/UnBvIB+YB8oBd8gG8+MRazrBTGjx9vV199dfpzWcSqn/zkJ/boo48mdyOmxgUrPFnFievRRx8t3+oF39LcrmMb+YB8AB8499xzq4pVvDZj0KBB6QheFrGKc5mHHnrIli5dmtoWrviTVf/jf/wPzTOaZ+QD8gH5QC/5wHnnnVdVrJo+fXpyPuOvdS2LWPWrX/3KHnjgAVu8eHE4vaTrLlb99//+3+VfveRfOp7V8ax8QD7Awzj/7b/9twOKVXPnzrVrrrnGamtrkzG8Z8Sq227rEKuOOoqX2qYTxpG8EhOjqsXFxCq/Y6USK1RJ3k3/N3/zN/oTA/mAfEA+0Is+8Hd/93f2ta99rdJwnXwk8sILL0x/L4tYxTxzoLmGJ3tPOOEE+VYv+pbmeB3jyAfkA/jAsccem5y8pRNJZmXcuHHGxUYPZRGrqs0zb775puYZzTE6zpAPyAdK4gM8pVQp8EraT37yk1Y2saraPPPOO+/YKaecIh8riY/puFbHtfKBvu0DzCOVAq8K/NSnPmW8DpDQM2LVsGGdxao5cyrZc0TFVxOmYr/HxKo77rjDuOud71bFwp49e4z38y5fvlx/YiAfkA/IB3rRB3hPelNTU2yoTuJ4lDkcy8siVvEE749+9KPEdyoZr3lGc6yOM+QD8oHe9wG+ZXugeYbf+Aahh7KIVZzLMNcsWbLETfuzJd/bko/1vo+pDdQG8gH5AOcslQLfhOJ8xm90K8uTVT//+c/tBz/4gb311luVTLdNmzZpnunFc2WNLRpb5APyAfeB8PMY2UGbb6nzdjn/NmLPiFWIUzxR5X9PP52144jcjolR1eJiYtWJJ56Y3LmyaNGiI5KTKiUCIiACfYUAFxHXr1+fVrcsYtVHP/pR+/jHP558xDI1TisiIAIiIAKHHQEuIoavDi+LWMXdk8w1r7zyymHHVAaLgAiIgAh0EGhpaUnOZ8omVl111VV22mmn2cSJEzuM1ZoIiIAIiMBhRwCxipule1as4rV/LlSx5LWAfSBUE6Ziv8fEKk7qZs+ebfX19X2AmqooAiIgAkcugaefftpOPvnktIJlEat4zHrmzJnpO4FTA7UiAiIgAiJwWBEYNmxY8jo9N7osYhXnMsw127Ztc9O0FAEREAEROAwJ8LpZzme4mEgoy5NVCxYsML6ntXnz5sOQqkwWAREQARFwArxu9sMf/rBt3bo1ieqZJ6vI+uijOwSrgQO9/CN6GROjqsW5WLVh45Yjmo0qJwIiIAJ9kQAnUQhWHjZv2WZLl6+22vpGqzY/dNfvTc0tSZlr129yM7QUAREQARE4Qgi88cYb9l//9V9pbbZuq0nG/Jra+sLmmeaW1qTM1Ws3pHZoRQREQARE4MggsHjxYnv88cfTymyvqUvG/G01dYXNMzta25IyV67ueGNFapBWREAEREAEDmsCS5cuNV7t6qG2riEZ87dsq6k6zxzlO+VannVWh1h14om5djncE3XlwmJj076LiMtXdnyfasKECXbllVcaH7h/77337PXXX08eh/PHrjkp5RWBPCJH4P3CfDySDxX7x8i4i5F395Kura0tSYdCSV6k27lzZ/J4He/wJY53SPLBTB654934xPH++/b29mTft99+O40jgrTvvvuuYQvvmyfU1dUZBzLY7e88rqmpSWwgP+ygDtjINu+w59UlfIOL12QRt2LFitTe999/P40jf2wjjjqtXr06KZNXbMGIMv3OTZ5Ic3v9Hf8syZ94bMMO50GnwA4C358hL+K87suWLUviWBKoO+vkh93kRf7Uh7ja2tokjjuP2MZe2JAO24iDnT85RzuShnr4R0upH+ngScAWbCOO9oEZ+bsd3E1EHPvT7qRzXyAddaLuHgcr2g47nBF1wQ72x1b+eK0MeWEb/GlDt4PfsAtf8rrjT+yHLZRJGX6nE+8nxffwVRgRtmzZksQR737qPokd5M+f20HdKW/Xrl2Jz2Kb20F+5EOcv3aNulNv4imLgE9iA3X1usODbfYlb+zHbrbxObhSf97VTRwMsIPgdXefxF7ajfzcDnwO1sRRPgEG3lbY6XHkj33eN5wHbe3p6Cfwpd9iFwE7iIMRgbTYThx5EGgD7KAM/I+2wja2sc37BjYSR7s7IziTF33D24ryPR35e7uQzr+fQT28L9PnYMurJLyt6BsEyiEv6u59gzbDLurmfZQ2II507mvuk9hGoL1gRH7+KDFxXnfsYF/sJQ22eN/AHvyWNnTb4EcafMnb3X3B7SAv6kx+2ON9g3bzfLBt1Zr1yaRb39BUddLtypwS26e5ZUdSJiLZnj17E0bTpk2zyy67zObMmZOOI7Sx+xMMaEfiCLQZda3Ul/idQF9iP9oIVrQ37QgX/AC/pAxnRb9xpt4+8CPA1PuN9yX3YcpwrvQl9yfambblN8qkHfEt7PC+hN96X2KdvFiShn3xI+K8L1E370vheEbelIFN7Ec6trHF42J9Cd8hf/L0uru/0ucIxHv/Ij35h30JzthLPWgryvVx1ftS6MPY7X3J28rtwK8JtIvPPc4j7EvM9aSh/+MLlElfcnupE3XHNoK3C3bAg0Ae2Es6+giBtiUv0pF/2JfwE7bhQbuQjj7tbUWZ1MuPQ6g742p2viOOcr3d3SeJww7KJQ/yp+6UR7yPLW4H9nrd4Ucgrc8zPtbif9QH23w8wxfcT6kTberHIfi59w3ngU/An+B1xx7248/zxzYC/uHzgLcLZbu9sCEQRz1hwj6wdDsox8dafAG+jGHYS/CxHEYEfMH7i/dRysGPKYM6YytxsCDO+4bbQd1D//C+4W1FPySOdATayvuL91HSZo+H8HPaxe1gX9KxTbz3F8Z+bCN/5kACdSEOdpRH8L4BYwJ1d//AF0hHnNedPgdb/Igyyc/bhXLwPfKHEQGfpE3483Z3X8Bv4EhejMnkBwPahT84eD7ktWbdxmTM5yQvNif0RFzL/ouIzDPt+5nNnz/fLr74YmO+8TaDFfUgUFfq4j5MvfFr2MT6krcPdXV/gjmcGXfIi/ah7YlzVvAhHcF92H2HdmMf8nM78FfvS+GxgfuT9xH8ljKJ9+MnH1voFz7W4ifel9yfvN/gtwTqThz5hed32EEc/ooPkCfb2EsfIs7nO9J6X4qdW7i/el9y3yE/H1vI3+2gLnDENm8r9zO3g7p7HG1A25G/jzfel0iHrfzhA5RJW5B/2JdIj38Q53WnL7Ef7OBIGdhGgAH9g77kxwSkJ44/xmcCPCgTO8gn7Ev4gvcln3exg3SUS3ns6+3COOJ91fs0DMibtF53fnM/pTzq6sch1J06Eo/fkX94POR1d58kHXUkf7eDtoY1ZXgb4CfeVj6O4MPkz/7YHtpBfYkjeB9l6X5K/jDHPwi0O2Mccd5H3Q7KYB1mLNl2HsRhI3Hs74zoo+SFz3kf9bEcRgTakDjSOQ/6oPdlPx4ijjanDPyCQDlsU3ePw3fICzu8L8Mejt43YIRfsG/YR50RbQAj2LEP6bCDemIv29ji7YJvkj/jm9vhx0P4jfup+wLpCPilx2EjfgAnZ0Qe7s/kT728b9BW8Cd/bCOwZBsf8bqTB/uxP/aTn/cX2sX7BuV7PuS1bsPmZJ7ZXuBNEa1tO9PzmZ37j0vgP2DAAJs0aVI6T2MrdhNgSXsQR4A1+8CGfk5wH4aDjyN+DMu+9KXQh8kTfviJHzviG97n3F/pX+zHn/ebsC/hw2GbYQe+Spk+p7gP40/ev7xPs7/3JfyEvLzNqJePZ96X8B2P8/M76oFtlEm+1Am/xh+I87kHe9gOfZgxgHSMV/gbwe2gHgT8yece50H+bof7MOy87u5n2Eud8Fefi+lTtB12wINAHsSRjj5C8PmftqZOtLv3JZakI87HEfIgHX+USb18jIMx/Ok7bgfjO+UR72Ooj+/YQr3DvkR9KQ+/9LGFuZBt/IO84evtQt09f+Y0Ar4JI/L3cQR72GZf6kRejAFs0y7kgx34OnGUTRzB607fcD8lf+rudlB38iHO5zu3g/x8HMFP2MZmfAGOpCcOn3T/oCz4wsP7qM939CECvoBtpPM+iv95utAnsYsyvL9gG9u0O3EE2pa8yNPbirKII08C7LCJOBgRsNnHWj+mp77eVj5WkI4yifc42gXbQjtgShy+S5sQvG/QBwm0jfsH6UkHD++jtC1sYUeZ5Oc+SX3Zpg1hRPDjIWzz8Yl82Ze2IlB3j4OL9w3WSUcbEMcf+xDnfYM8ve/53EPZlEdabwPswDb44mvUwfsLdaNvkD99wv0d2zZs2pKM+Vu311Y9nzk4sWrIkA6xilcB9oHQlZO/cNKtb+j4qCUndrw+g4uJxxxzjN1///1JI4Lx+OOPt7//+7+3H/3oRwlVXuXEO+H79etnzz//fBL329/+Nnl/79/+7d8mB59E/vrXv07y4hFuHJJB7uGHH07ivvjFLyYDCXFf+9rXkrjvfve7qfOfccYZ9r/+1/+y73znO0n+dNz+/fsntvABZQLvCuYbKH/zN39jr776ahI3evToxFbqgMPjiMOHD0/y5wQWh6WD82FM8v/qV7+a2jtw4ED73//7f9tXvvKVJC8mpH/6p3+yY4891m666aYkbu7cuXbppZfa//k//8d+97vfJc7P44PYS5n8ToAR26effnpiG3b86le/SsrkXcfYQfjXf/1X+7//9//a1VdfnXbya665xv76r/86iSMNA+4XvvCFxLb77rsv6Vhc8L3ooouSMl544YWkngwU1Ik2gA2DzeTJk5O8OKiaMmVKUuYDDzyQpKEecCX827/9W5L/xz72sWSbSfsb3/hGkt/QoUOTwYaBbvDgwUmZv/jFL5LJgv0/9KEPJXH4AoMBgyR8qPuIESOS/GB1wgknJG2I7YR77rknaatTTjklGQAZBO+4446kTPyQwYYJ5oYbbkjyv+uuu5KDcHyJtoTvT3/602RfJgL8gDJcHZ86dWry+gB8dfz48UmZTz75ZOK3//iP/5geRD722GNJXjwCymBH3e++++4k7utf/3oy4TAYDhkyJLXDB+STTjop4fbDH/4wyR9G1Ju+QVmEMWPG2FlnnWXHHXdc+r2eZ599NmkD2osBEvu5e4w64XO0OX3j3//935M4GDCYEqg7+9FmBGyh3cgfuwn0hwsuuCDx3VGjRiVxMOAd25SBnYTf//73yTb2MaDTN2BKGvzQ09FP8EkY+IEaduC79F8C/nfFFVck7fDII48kcbwmAd8jP/oJkwKv6GGbMWXGjBmJ78KIuE9/+tOJmMHOtDf501/8QJtxg7rjHwQmHeKwzccK+hbiO/k988wzie8yyTEOEUffYMKir5LXOeeck/QT8uNOcfrPJZdcYq+99lpSBuMSYwCM6VNM6t/85jeTdv/c5z6X+Dz9AEbkTx+FEW34iU98IonjSSf25WSMMj/4wQ+mYycnO7Tdueeeay+99FJSJm1AGnzJD5q+973vJfueffbZic9T91tvvTXJn3EEv6VvMB54aNp/cwIX81p2tFaddLsyp1TaZ/nKNenFS7eHtqfNfRyhjf2ggr5LHyaOwIEIbQMHv4MfX/7IRz6StAf+SqAv0f60EScDHNQ98cQTCRf8wA/abr755oTft771rfTCC+1De1x//fVJXhxc8s0TfNP7Eq/JpS9hGzd2EOhL9H3amwMe2pY4tpmT5s2bl/gd8x35X3vttenB6Ze+9KVkfCTOD+ixE1//l3/5lyR/TkQGDRqUpGOsxV+Zo8mbMhjbKBMGbMPo5ZdfTvxi5MiRSZn0EeZ0wu23327/7//9vyRPv+jEPIdtzAMExhf6N3PgbbfdluRFv6FPUwZjOAeIHGTjr8Tha9hGObQBfcQZMQ7DkXGC+hDIFzuYLwm0Pe2BHYw3jIP0m+uuuy7J/8EHH0z6EgfR5E2ZHFcQ8HXmGcba3/zmN0nc2LFjjW9w0pdgRHjooYeSONL5RRzGa/I6//zzk/xp91tuuSWJw0842SGOsYd0P/7xj5OxkXkcP8DXyJdAWzOH0Vc51iBwPMR88g//8A/JuEgcPglb2GEHYwRzMfkzhlEfDv4ZW4ijb/vBM+MzcbQjAT8/88wzjXnMx1rGEeoNc+Z9Ar5AGvhSH8ZfxkTyws+9b9x7771JHGOYHxN85jOfSezlOIC5mbqfd955Sd1hRUAYYKyEx1NPPZXEMYYxRlEGbPAP4tiGE09+4kekJy48HuI4izbFF7zul19+eWIHjAgc12Eb/cXnXfzvU5/6VJIfcxq2EsdYDnP6DnWHC2XSn5mbCLQjbcq8Cw8C8z52kI7AiSA+iY+H8x3HZeT3s5/9LPEP/JzxiTjmNAJzKPzxBz8O4bjo7/7u75L8GQ8JHJPiG7DzOfbGG29M9qVuHFvR7n48hC9gFzxgRJmMFbBlLqBMfIH2JlAOYyy+5HME4yptwnGBn7TiC+zLfAlHfPXOO+9M8mfM4FgIX/I8yLsluDmhqXlHofPMilXr9l28rNl3Ewr20Pa0r8/JjDt+Yk07UD/6F4HxhnGVcePRRx9N4v7whz8kfQm/Zs4i0GbwhDPHI4zd9HO26QO0PRdYmL/IHx/y4xZ8Cz/08Z32ZVwkf+9L2Ew++DWvWCTQbxhXKMOPRxjX2GYMnTVrVmLHL3/5y6RMziOYNwnMaeT1+c9/Pr2Qwe/4MH5L4CKKxzEW0VfJ88ILL0zKwF/p+5z8Uyf6E+MMfenFF19M4kjrfek//uM/kjrhj1yAIfixEmMtgbGVPgQPfvP8OZaiXoyTzOG0i59bMI7h/9iB/Yx9nOsRGPs5R2Uu9/MvxgXairYmf/5ob+pAW3CcS9vAiDKZ6zmOpn/5eRXzF/txHM5YwFjux/TMtcy59CV8hcDxO32G4wLyIfj4ThuSD/3S+xLnVYxx/HFMgB3YTZ+mXPwRRhxPEhhHTj311ISJj7UwYLyhX/t5Fcea+BX74vPhMT3HFJxTUVc/dmT+9XML2hJGzIEE+j7nT/B1OxhLOaZn/PIxjnmXMYR9aTcC/YU6cQzHBSTalP5FHMc+PtYypmArfdWPBTnXZ0zGPwjsj09x7MD5GoHjMtKRH+3B8RBLthlH4cH4he8Qx/GQ+wdtQN/47Gc/m54HckyK/VwHIHCcRN+h7b2PcjwEQ/Kj7zPWMgf6sSDn2N6HSMMxC+c9BPoo9jOWkw+B+Y62oh7sx5jCuAEPyibAE0bkxzUYxhh8wevO8S91x+ewH1u8b3CuQz9g3nY7OKbCt2hXPxb0vsHxA/2McwvOpygT/8CP8Bvvo8yZtBXx2A8j7xsck9JX8PnnnnsuqQNL+iL92ccx7KCNYUI7US/GD8qkHOYY5hp8y4M/4cT5TENTc6HzjN/0t237voux2ETbMx4zT2M3S+wmwJz28PN0WNNmYV/CX+lLMKCtCMyrjC3kx7EYbUt7ss0Yiu/QpzkmJX+O2RnHCX7tiDiYMk5zTg1nP8fh/Ji+hP/jkwTq4MfXXDugTOYjysSfGN/Jj2s8lMk5AXUncH5M/hyTed3p356ONPiOn6dzHouvcxzoxy3Md/QlriHgr+zL3IMdzL9sw9OPazk/9vN05gQCfRQ78GsCcyzHSuz75S9/ObGfYxzWqZf7MPMUYxRx9GkC5xvMMxwbuQ8z1jHOYod/DxMfxtcZl/2akJ+nMx8x5nH+Tj8nf2z083QfR7CD9sT/aRP6E/UjMIYxpzDXM44ROJ6jPHzEr88wrlJP7GP+YK7xvsTcgu8x73Isjx1cV2KbeYa5lDjGRAJtRV+l3f1aGr6Jf+C7fh0RLj5HeV4cT5IXxzYcl2KHn2sxrhFH4HwXe+kb+CjjHm3AnMI1QAJjNXMx7exviuHYgzmXfekHjFV+3g0Txh7OIbnWih2M7348xDhGm8LDxQ3yZ6ylvxDwBWzDjzgOJnA8xHEZ+TEWwYw+QjuRH8fVxHE8RBrOq/yYEf+gTZlTXJz653/+52S8hBEBv8Em8uKYgMB859dIOKbHP6ivtxV1pu4cc1ImY62fd9NHsQ07uA5NwCd9HvA51vuGX0uj3f146Pvf/37SdvQXxg/KYKygjzI3wJ851q//w8PPXXhtKwHfwYfwXR+f/NiHeYAxgPkD28gfLvgR58E+39EGHIPAiPN30nnfoK3wP/KivQmMnRwPkRabCJybYRttyhiGr3HOTF5c+6B/YofbzT5twc0JeW7yPjjF6f77O4tV+1XLxNoj9F+li4TV4tdv3KcY8nSV3/UOIpyfA3g6CgfQbBMYEPnziwcMwDgfnc8HaBwKx2aywRkIOAB5kY7OzMTDIEEcHYN0xHGgTBwDKgMXgbyI8wu1pGXixg4faJiMOJCjTAZ6AgM1adiXfagDNrKNczOQ0UnocMRxgIcDE5igPI5tbGNwJX+3g7oTRzrqTKDzu738TmBJGuKxDTucB+VgB4GOSf7EUR4BNuzrJ7rUI9su5A8P0jEhkD8DCdvkBxvisI040vogRTuShnqQt9tBOh9UaAdvF5YwI3+3gwmXOPanfdnXfcHtoO4eBytOTrDDGdEGtBX7Yyt/HOyQF7bBg7aBEXGkJw5foi2JY3BjP2yhTuSHbQTqS97UCUYE2oA4bPF2Jw/ywl7yp+7uH9Sd8ojzdnE7yI983Da2qTv5UAZlEfBJbMA2rzs8sJd9yRv7sZttbxdsoU8QBwO31+tOHIF0nj+2EfA5WFMG5RNggG3kh50EfmOb/b1vOA/q6+noJ6QjjvII2EH+MCKQFtuJIw+C28G+tAdtRRzbzoM4t4M8nRF1IS/6htfd24ByCLSNx3kfpR7el+EMW+JoE8qlbxAoh23q7n2DNqNM7OAAgUAbEEc6bOXPfTLso86I/gUj+ob3UexgP+ylTPzG+wb2wIKxzG2DH2loL/YheN9wO/Cb0D/YpgwPtAevreDEjtfxVZsXuvv3jZu2JmVT/u49e9ysZOljS9iXYABn92HajLrCIduXSMfvBNjClDj8JOxL+AEcaA/8g3S0nTP19vG+RDxx2OJ24Bvel7x96Eve98kf7sSRP+2I72BHON+RjuD+ypL9+MNO7Pe+FPqwj2f0G/KmDO9LpGMbWzzO+xJ9xPuS+zDleN3dX70vwc5tIz12kT+/U4b3JeoBH+J8XA37kjPCbtLRl7yt3A78mkC7eF+ibJjRb9w2+JEG2/AFynRfoB5s06+xjeDtAifv0+QBH9KRF4G2ZV/SEUde3pfwE/oScT6O0KexDSa0E39+HEJbkzd18j6NPWxTrre7j+8wIX/KJV/soO6UR7zzwB62CV534gjw8Px9rIU79SF/rzu+4H5K/tjv/QWfxjbscB5w92MCrzs+yX78kT91dzuou88D3i7Y4fb6GEqct5X3DdITRznuH95H4eF1d/8jjoB97IMd3kfxP+wgP+qMrcSRhjjvGyzZpu70JwLtSDrK8baizsSRjgAj90nvo6T14yHaAP+gHrSL28G+pGObeO8v+Inn73ZQF9oOdpRHcB7UjUC7h/5BOuKcET6GHbCjTPLzvgEPz9/toA3cd73u7gvEw5EyfO6BAXkT7wG/4jV8jPOr124sfJ7ZtGV7Os+0t+/j5rZ5nw77kreP+zD+hF/TT8K+RDvQRt4++BX84ApzGHhf8jEO9s4KPyEdwdvHfQem3m/cDvdhyvRxhH7j9npfch8mnn2wI/mFpPAAACAASURBVNaX3IfxUfcn79N+3BL6MGMRgTzxe+qJn5A/fs02tmETcd6nw75EHqShvj6OuL/CmID/YBv58Zvn733JfZj98UHSwZ7gdlB3j6MNaBfswHaC9yXSkT9/7gvYRjvRNm4H6b0v+TiCHexHPHXCP3yMow3YxkfgQCA9cfx5u/v4jh3kQ91D/2CbP8Y26ul2UC75EOftQlvBgz+3AwbYQP297vDAXvYlb+qKX7NN+2MbtjgP2sDt9XZn3CGwv+fvdtAfSEeZ3gb4CXWkDG93fJht9qfdQjuor483Pq6yxC4C+VMHbCOQlnYjzvsobeD2sg4z7xvOgzhsxA72d0a0AXk5D8pw/yMdgXHN47yP0ge9D8GZ/InztnI7KMfrThyBNqNMHyuIgzNx1IO8+HOf9D4KT2dEG8AIHvQnynA7aEO2scXbBd+EBWndDj8eol2oI8F9wfso8T730Ab4Afk7D/Jwf8Z+ynWfpK2xAX/wcYwl2/iuj2M+77I/9SY/7y+Ugw34jAfW167blIz1CEfdfb5SLb8tW/e95pZ5bteufcdlbpvPmTBzpt4+7sPEE0d7eF+iTdzXfRyhL7k/0fawcR9mf+9L8IM7fcn7nI8jLN2ffJ7Brwjs733J2ww78Afyo3+zr/swtnic92n293bEd2hD+oXX3e3wvoTveBx9j/zZn98pk3yJw6/hQ5zPPZTNNnV3H2YMoMywL7kd1IOAP8GefZ0H+bsd7sOw87rTlwjel/BX92HaoFJfIh3lEXx8p13xWZh4X8JG+hJxPo5gB+n4o078+RhHG3hf8j6NjZRHPPUh+PhOHHaEfYn6Uh7l+tjidsDcx23sJlB34siLOY2Ab8KI+nsbwIU08CVv8sKf2KZdyAc7vG9Qtvup1532YT/+PH+3g7p73/B2cTsow/0PP2EbJt433A7KIY4Q+gL2ErCTfWFEwD72oQ2wm4Adni70SdKwL79jP7axjc34LMHHOPL0tvKxnDwJMHKfDPuoj7V+PEQ9vK2wg0AcZRLv4wftgm3YgW0EmLrvUh7BeYR91P2D9KTDZq87TKknvkSZ5Od9g/qyTRu6bX48hG3e7uTLvrQVgXbwOLiwTf7OyI+HsIV92Nf7Bnnif8T7OEbZlEectwHpsQ0m7mveX6g75dH3wuBP73IjXLV5gd8PTqzibnKeqPK/4O7y0IgjaT0PxFgafxUgky4XM7njXkEEREAERODIINDa2pZeQGScz3N3SGyuOJQ4XgW4bMW+p6tWrFprzc37DhqPDMKqhQiIgAj0bQLcgbh2/+v/mGfqCvwuos9NnL9w4x3lL1+xxniaWEEEREAERODIILBz56709X+M8zUFvmrW5xneSuRP8WJDQ+O+C8FHBmHVQgREQAT6NgFuQvCHeRjj+T6ij/8HWh6cWMUrgVyoYsmTVkd4OBC8ar/xvl8aw/+4C76hscl4zJoLnfoTA/mAfEA+cPj4AGN3Y2Ozbdq8LR3XGd/zvHO32nzR1d85qfQ5huWGjVsS4UzzzOHjVxoD1FbyAflA6AONTc22eUvneSbPh4i7Oo9U2w+RLJxn1m/cbLzmfMeOVp3L6HxOPiAfkA8chj6QzDNbO56cZYzfvGV7rguI1eaMrvzOTX9+Ax62cAc+c4/mGR0fhcdHWpc/yAcOHx/gBrfwyVnGdq6j5Z0jDk6s4nHIUKwaPPgIl6osN8hKwJlkV+1/TVR4oqf1DhFPLMRCPiAfOBx9gLsAe+MOxOx8wwneqjX7XhN1OHKUzer/8gH5gHwg7gMrVq61Ij92n51ffJs73f11hGqreFuJi7jIB+QDh6MP8PTstpx3uvuc0BNL3ky0Jnia+HBkKZs1BsgH5APygT/3AW5GONgbvA9OrEKaOvHEDsHqrLMkVu3clUvQqq1vNN77zuNv+hMD+YB8QD5w+PrApi3brLYXXpNR7cSQmyO4K5Knq+RfYiAfkA/IBw5fH+DOwzLcDJGdd7g5QvPM4etXGhPUdvIB+YD7wEbmmdp64zV82bG+N7eTeWarzme8nbRUn5UPyAcOVx9gnuGmux2tBz/PHLxYNXBgh1h19NESq3KKVb054avsfIKiOImTfEA+IB+QD8gH5APyAfmAfEA+IB+QD8gH5APyAfmAfEA+IB+QD8gHiveBgxerbrutQ6zilYCbNh3RgpWcsninFHMxlw/IB+QD8gH5gHxAPiAfkA/IB+QD8gH5gHxAPiAfkA/IB+QD8gH5QN/xgYMXq4YN6yxWTZoksUpPV5Xq0XENYH1nAFNbq63lA/IB+YB8QD4gH5APyAfkA/IB+YB8QD4gH5APyAfkA/IB+cDh7wMHL1YtWtRZrHrkEYlVEqskVskH5APyAfmAfEA+IB+QD8gH5APyAfmAfEA+IB+QD8gH5APyAfmAfEA+IB/okg8cvFjV2tpZrBo6VGKVnK9Lzie1+/BXu9WGakP5gHxAPiAfkA/IB+QD8gH5gHxAPiAfkA/IB+QD8gH5gHxAPiAfOFQfOHixCmnqxBM7BKtLLpFYJbFKYpV8QD4gH5APyAfkA/IB+YB8QD4gH5APyAfkA/IB+YB8QD4gH5APyAfkA/KBLvlA18SqgQM7xKpjjpFYJefrkvMdqtKq/aXWywfkA/IB+YB8QD4gH5APyAfkA/IB+YB8QD4gH5APyAfkA/IB+YB84PD3ga6JVbfd1iFWHXWUWV3dEStYyckPfydXG6oN5QPyAfmAfEA+IB+QD8gH5APyAfmAfEA+IB+QD8gH5APyAfmAfEA+UF4f6JpYNWxYZ7FqzhyJVXq6Sk9XyQfkA/IB+YB8QD4gH5APyAfkA/IB+YB8QD4gH5APyAfkA/IB+YB8QD4gHzhoH+iaWLVoUWex6vHHJVbJ+Q7a+aRil1fFVtuobeQD8gH5gHxAPiAfkA/IB+QD8gH5gHxAPiAfkA/IB+QD8gH5gHygKB/omljV2tpZrLrxRolVEqskVskH5APyAfmAfEA+IB+QD8gH5APyAfmAfEA+IB+QD8gH5APyAfmAfEA+IB84aB/omliFNHXiiR2C1SWXSKyS8x208xWlyKocqf/yAfmAfEA+IB+QD8gH5APyAfmAfEA+IB+QD8gH5APyAfmAfEA+IB8orw90XawaOLBDrDrmGIlVEqskVskH5APyAfmAfEA+IB+QD8gH5APyAfmAfEA+IB+QD8gH5APyAfmAfEA+IB84aB/oulh1220dYtVRR5nV1R2RgpWU1vIqrWobtY18QD4gH5APyAfkA/IB+YB8QD4gH5APyAfkA/IB+YB8QD4gH5APyAcOfx/oulg1bFhnsWrSJIlVUksPWi3VIHL4DyJqQ7WhfEA+IB+QD8gH5APyAfmAfEA+IB+QD8gH5APyAfmAfEA+IB+QDxyKD3RdrFq0qLNY9cgjEqskVkmskg/IB+QD8gH5gHxAPiAfkA/IB+QD8gH5gHxAPiAfkA/IB+QD8gH5gHxAPnBQPtB1saq11ewDH+gQrIYOlVhVxfkmTXrJbr75O53+HvzJQ7Z+w4aDarRDUSe1r9Rt+YB8QD5wZPtATW2dTf7jFPvJQw/biBEjram5RXNMlflZfeLI7hNqX7WvfKB7fCB2LuPnNvwmzt3DWRzFUT4gH+jLPlBX32B/mDDB7rn3Xvve979vw4ePsC1bt2mO0fmMfEA+IB/oIz7QdbEKaerUUzvEqrPOklh1AKdpbtlhI0eNtp/+9D9t0kuT7Y9TpiR/r7wyzbZtr1GHOwC7vnygprrrREU+IB84GB/g5gfmGU7uxo3/g72/dKntaG3THKM5Rj4gH5APyAcO2QfWrV9vS5a81+lv5qzZdudddxnLg5mvlFbHN/IB+YB8QD6Q9QGum70wdmxyLjP1lWk2f8Frxg3eTz/zjCFiZdNrWz4kH5APyAeOPB84NLFq8OAOsYqnrI7A0F1Oz53tw4YPt/F/+IMuHOpigQ6y5APyAflAt/sA8wxPUj366GPGBcXumr+Uz5F38Kc2VZvKB+QD3eIDbTvt5amv2M9//gvbum275h0d28gH5APyAfnAIfnA5i1b7bGf/rTTdbM5c+fZ7bffYcuWrzikvLtl3lP7qg3kA/IB+UCP+8ChiVX3398hVh11lNmSJUecXNVdE1ptXb098eSTpldk6OJAd/mU8pEvyQfkA6EPrFi5yu6++we6u10Hjz1+8Bj6ndY1DskH+q4PIFAhVCFYtbXt1Nij+Uc+IB+QD8gHDskHNmzcZA89/Ein62bvLH43+ZTG+0uXHVLeOl7pu8cranu1vXzg8PKBQxOrXnihs1jF9hEWusuh/Q6Rx5940n784IPJnSHPPT9M797VwZwOuOQD8gH5QLf4wNx58+2++/7D/jjlZfvP//xZMs/wygxO+rprLlM+h9dBntpL7SUfkA/0pA/w6r8fPfCA/X/2zjzYiuJu/7y/P1LUW5UqynpfY6reKv1DgiZYajCKJspNNOprfBUTxR1x35WouCvGDWNURFFwY1EE2YIIggoCsoiKLIKIgOxw9527b99fPQ3fuX2GPufMnXvPOTPwdBXMnDnTPd1Pf2bmdD+3u3fu3MX3DH/LkAEyQAbIQKcZ0Jki3nzrLdNXVlW9V6ZMmSqvjxrN5TPIV6f5yuRvIqbN39xkoOsY6JxZVVCQaFZhpNVBFroKtvyCQsELd/y778l3a9cJ5t/FmiKce7frYO6qumI6rBMyQAbiyMCnn31m/urwpeEvy5fLv5LFS5bKsOee43uGDTs27MgAGSADXc4A1g55Z8wYmTb934I1RuL43mSe+XuPDJABMhA9BoqKS+Ttt98x7Zp7771PXh4xQn7aspXvGf6WIQNkgAwcIgx0zqyCMdWjR7th1b//QWZVSUZvBPw1Iufejd6PI/5gZZ2QATIQRwYwzeyzw4bJ1m3bvXcX3zNkOY4sM8/klgxEn4H1P2yQx4cOFWxZX9GvL9YR64gMkIE4MICRVdP/PUP+9cKLsuzL5fLtylUy8rXXzB/flZaV831ziHRUx4FV5pHPVDKQOQY6b1bl5bWbVcccQ7OqAy8PzLmLvxTB1E2EPHOQU1tqSwbIwKHAAEZSoWG3e88e752i7xmM6D0UNGAZea+TATJABjLPQPXeGnl/4kQzsgojrKh55jWnxtSYDJCBQ4GBzT9tMX/QbfeRYVQV1uW1jx0KWrCMvOfJABk4VBnovFk1eHC7WdWtm0hFxUFlWHUVGCtWfGtesPbwZf7FOx88XcUX0yFLZIAMwJjCaN2Vq1Z7HYd4z6Bxt2XrNu8YWSErZIAMkAEy0BkGtOMQ75jOpMO45JAMkAEyQAZsBvQP7ez2zPYdO83sEfjDPPtc7pMdMkAGyMDByUDnzaqxYxPNquXLaVY5RlcVFBbJK6+8aoYwYygz1xI5OG8oPihZr2SADOSKAfyl+5Sp07xpM/Q9g2P4Llf54nV5T5ABMkAGDh4G6uobZPbHc+Tll0cI2jes24OnblmXrEsyQAZyzUBJaZm8Pmq0155B39noN94w673zj+/IZ6755PXJIBnIDgOdN6tWr040q4YPp1nlMKsANBp0H3wwWR597DHzb8aHHwpexoQ9O7BTZ+pMBsjAwc4ApmOaNWu2ecc89fTTMmv2bOEUTeT+YOee5SPjZCB7DOzcuUue++c/jWEF44raZ097ak2tyQAZOBQYKCou8frNMGvE2HHj9q3J29DId06SvsZDgQuWkc8/MnDoMNB5s6q+XqR793bD6pZbaFbxBcIfEWSADJABMkAGyAAZIANkgAyQATJABsgAGSADZIAMkAEyQAbIABkIxEDnzSpYUyec0G5WYf8gCnRuDx3nlnXNuiYDZIAMkAEyQAbIABkgA2SADJABMkAGyAAZIANkgAyQATKQfQa6xqwaNKjdrMIoq4MoEMrsQ0nNqTkZIANkgAyQATJABsgAGSADZIAMkAEyQAbIABkgA2SADJCBQ4eBrjGrsE5Vt27t/7CO1UESeDMcOjcD65p1TQbIABkgA2SADJABMkAGyAAZIANkgAyQATJABsgAGSADZCD7DHSNWbVwYbtRBdNq0qSDxKqSQHMpEtzsg0vNqTkZIANkgAyQATJABsgAGSADZIAMkAEyQAbIABkgA2SADJCBg4OBrjGrKioSzarBg2lWcdE0Gn1kgAyQATJABsgAGSADZIAMkAEyQAbIABkgA2SADJABMkAGyAAZSMtA15hVsKaOOqrdsMrLo1lF+NLCR8f74HC8WY+sRzJABsgAGSADZIAMkAEyQAbIABkgA2SADJABMkAGyAAZ6AwDXWdW9e/fblb16EGzimYVzSoyQAbIABkgA2SADJABMkAGyAAZIANkgAyQATJABsgAGSADZIAMpGWg68yqoUPbzSqsW7Vt20FhWHXGCWRcOslkgAyQATJABsgAGSADZIAMkAEyQAbIABkgA2SADJABMkAGyAAZSM1A15lVM2YkmlX4fBAEApQaIOpDfcgAGSADZIAMkAEyQAbIABkgA2SADJABMkAGyAAZIANkgAyQgc4w0HVmVUFBoln14IMHgVUlaYemdUZ8xuXNSwbIABkgA2SADJABMkAGyAAZIANkgAyQATJABsgAGSADZIAMHOoMdJ1ZBWsKa1VhCkD8wxpWB0E41AFh+fmQJANkgAyQATJABsgAGSADZIAMkAEyQAbIABkgA2SADJABMkAGMslA15pV557bblYdccRBYFVxZFUm4WPafLiRATJABsgAGSADZIAMkAEyQAbIABkgA2SADJABMkAGyAAZIANda1Zh6j8dWYUtpgaMeeBNwpuEDJABMkAGyAAZIANkgAyQATJABsgAGSADZIAMkAEyQAbIABkgA5ljoGvNqhkzEs0qfI55IHyZg4/aUlsyQAbIABkgA2SADJABMkAGyAAZIANkgAyQATJABsgAGSADZKBrzaoNGxLNqqFDY25VcRpAPiT4kCADZIAMkAEyQAbIABkgA2SADJABMkAGyAAZIANkgAyQATJABjLJQNeaVbCmevRoN6z696dZ1UiAMwkw0yZfZIAMkAEyQAbIABkgA2SADJABMkAGyAAZIANkgAyQATJABuLNQNebVXl57WbVEUfQrKJZJXxIxPshwfpj/ZEBMkAGyAAZIANkgAyQATJABsgAGSADZIAMkAEyQAbIQCYZ6HqzavDgdrOqWzeRgoJYG1aZFJ9p8+YmA2SADJABMkAGyAAZIANkgAyQATJABsgAGSADZIAMkAEyQAYOdQa63qyaNCnRrJo7l2YVR1dxdBUZIANkgAyQATJABsgAGSADZIAMkAEyQAbIABkgA2SADJABMkAGnAx0vVm1bVuiWTV0KM0qwueE71B3ill+/rUEGSADZIAMkAEyQAbIABkgA2SADJABMkAGyAAZIANkgAyQgSbperMK1hTWqsIUgPjXvz/NKppVNKvIABkgA2SADJABMkAGyAAZIANkgAyQATJABsgAGSADZIAMkAEy4GQgM2YVDCo1q3r0oFlF+Jzw0S3mXwyQATJABsgAGSADZIAMkAEyQAbIABkgA2SADJABMkAGyAAZIAOZMasw9Z+aVdhiasCYBt4kvEnIABkgA2SADJABMkAGyAAZIANkgAyQATJABsgAGSADZIAMkAEykDkGMmNWzZiRaFbhc0wD4cscfNSW2pIBMkAGyAAZIANkgAyQATJABsgAGSADZIAMkAEyQAbIABkgA5kxqwoKEs2qwYNjalVJl0xfV1tXL0UlZbJzd4Fs27Gb/6gBGSADZCDGDOzcVSBFxWVSU1vXJe+IrvgxVlvXIMUl5XzPxJgr/j7g7yMyQAaUgZ278qWwuFT21tRG5j3TFe8qpsHOBzJABsgAGSADZIAMkAEyQAZSMZAZswrW1BFHtBtWeXmHrFlVXFoum37azn/UgAyQATJwEDIA0yrVSzYb35WWVcjmLTvI10HIF38/8PcTGSADhUWlOX/PZONdxmuw04IMkAEyQAbIABkgA2SADJCBzJlV/fu3m1U9ehySZhU6MbWTAR2J6FCsb2iQ1tZWaW1t4z9qQAbIABmIFQOt0tDQKGXllbJl207v+V5QWJKzjkSMptL3DLYlpeVSX8/3DN+x/I1BBshAPBlolYbGRimvqJSt23d5z/c9BcU5e8+ww4AdBmSADJABMkAGyAAZIANkgAxki4HMmVVDh7abVd26iaxeHUvDKmxFVFbt9RqYhYUl0tzcEsvyM9NUgApQASpwoAL4o4OiklLvOV9WUZX1jsSq6hrv+vkFxdLU1HxgRnmEClABKkAFYqlAW1ublJS2/+Eb/ugtbLuE8di5QAbIABkgA2SADJABMkAGyEAcGMicWTV3bqJZNXZsLBuKYSsR61Phr9y379gjLS3tRlVBQYE0NjZKRUWFjB49Wv71r3/JmjVrjDZlZWXy0ksvmeNr1641x7B99dVXZezYsbJz505zbMmSJTJixAh57bXXTNroNF20aJFJa8KECdLQ0CCVlZUyd+5cc+zzzz+X2tpaqa6ulvfee88cW758uRd3+PDh8sorr8hXX31l0t+2bZuMGjVK3njjDfnhhx/MsZUrV5pjOBd5R1ixYoVJC+ci/bq6Olm8eLE5NnPmTJMHHP/www/NsQULFphzEPf111+XF154QXAMoaSkRN566y0ZOXKkfPPNN+bYhg0b5O2335aXX37ZKzv0wGfoVlVVJc3NzYK84fPEiROltLTUlH/+/Pnm2Mcff2zygQShDa45e/Zsk359fb2MGzfOaKn52LFjh7z77ruCcn7//ffmvI0bN3p1VVhY6B3DNZHnPXv2SFNTk8k3jk2bNk2KiorMebNmzZIXX3xR/v3vf5t84eD7779v6hm6IBQXF8sHH3xgjn355ZfmGPIxfvx4U4bNmzeb0Xi7du0yn1H3W7duNcd+/PFHUyaUTfkAC8j/pEmTpLy83KSH+kDZUTaEmpoaUy/I2yeffGKOgc3Jkyeba6xatcqUCfWCukK5UB/oOMnPzzdpoW42bdpk4uJ81AvShx4I0BTHoBHi4T4Ak8gHrgNukb+PPvrIpP/FF18I6gR8adlRtzgP+UVecS/o/fLTTz+Zz++8846Xj6+//trcF2ASfCAsXLjQpI98oJ6Qls0HPuPemD59ujkP9xfuIdynuC9w3WXLlpm0UP+473Dvaj7WrVtn7hWwu3v3bnMe8oE6QFyUCddF3UJHlB15w73x6aefmmOoA+QBPONeh0bIIwLOw/VQds0H6n/MmDEmf6gXBPCq95Xeo999951JHxrh+YIyIQ3kY8aMGea+Q92AT703cA4C6hdl+Oyzz8xnlB2c4RjKh7BlyxaTD8QFs0gLTCB9aAemUCbctziGe1T5wHMJ+uB+wfMKAcwiLRxDgE5Tpkwx94bqgfh6HrQHV7g29Mc1tm/fbvKB5xg+QyfohYBnFp6xyAfyhjBnzhxTJrCL/KOucG8ib9AFAfcB9ELZcS07eM/6nXuy3om4O7/QvGfw1/fQWQPKpu8B1D10+Pbbb83X4B0agGPctwh4jkA/nIs6RcD7AMzhOBhEWLp0qUkL54HrvXv3yrx588wx3Nv4jH+oM1wT9xL0hK7QDv+QBgLqEVzjXgWnCOAE7x2cp/WDPIIJPPeQd5RL76WpU6eaZwjePahHXBO8Ig8IyCfi4j5DAE84hnJpPvAcASN4VuFZi7B+/XqPJ7CJZ5AyjGcTeMB9gvLhmni+4v5CQJ5wTTzXwCb+IQ7KpM9alF3vJa0D6I57DunhWQ7NwC0+477GMdQxnjs4hncGnsUIKB/qFPeNlh3fIx+oCwQ8E5A3cI1nIgKeV3gfIT2UGXlF3qAF4kIblB35wGe8L3FfIeA3BMqE+HiHIaAOkA9ojABGoAPiQiMEnKvPWjAGHfHe1rLjnkbAMcQDI/qMQx7BAfKB+xwB9YhnzZtvvmmuh2NgAHFxTyP/9u8h8ApecAzPEZQd+QCnOA59UH69X6A7eEH6uD4C6gzcol7AAoKygPtF09LfZXh26L2B3wS4Jt6PuK9QfpQRx/D7CQF1hbTxD88sBNyj0Ah50ecZ3o/6joLWqD/9XYbfeigjjus7EL99kDbOwzMQGoEdaAS2cO9BX+QbAWUHuzim9yjyAS0QV3/nQBfkH+WAHii/5gPM4d0BnnF9xAML+kzB+w6a47caAuodeQNb0BQBdY26RFz9PQQ2cQ7iglmUCXlDPnAu8o4APnAO7gOkjQD+cAz1j4B6x70DdjUfeP4gDq4JnaEPfoNBI1wD10fAtfEZmujzA88K5A11gDgI4A5cQU99x+q9ofnA7yH9zajpm8i4V/fos3531t8zYdtBjMeOEDJABsgAGSADZIAMkAEyQAbCMJA5swqGBkZU6b9bbtE2V6y2YUStq2/w/todCyNrQMMVnZ9oGKOT6brrrpP+/ft7HVjoOPrb3/4m119/vddBjAbuVVddJXfeeadoJw7Sufzyy2XgwIGmAY1GOjpvkNaQIUNMhx46EdCJgWNoRKPTAg31++67zxxDIxyNb8S95JJL5IorrvA6iNERc+2118oNN9wgMBAQ0MkwaNAgc652kKFDF+njXHSAoCMQnQQ49txzz5kOClx32LBh5hg6WtAhj3DNNdfIRRddZDpf8BkdwDfffLNcffXVXgcxOm5uueUWufTSS72yQw98xjXQ6YVGPxr3+Pzggw+ajgF0gqDMOIbOBzWYoA2uiU4KBOTlrrvukssuu8zLBzpk7rnnHlNONbDQMYo6QXrakYtj+Iw8oyMNHajokMKxf/zjH15nEjox/vrXv8rTTz9t6gXXvf/++009QxcEdP498sgj5hg6GBGQj8GDB8uFF15oOtJQT+gQQvrIr3aeoDMHx1A25QMsXHzxxfLwww97nZn//Oc/Tdn//ve/m/TRKYLrQw90fiGgo+Wxxx4z10R9o0zoJEK94xqoD3Q4wbxDPNQNHby2TgAAIABJREFUOiwR0MGDeoF22rGI+sYxaITOMHRggUnExXVQJu3oQfroxEGHHvhCPnEMdYvzwBfi4V5ApzgCDBNwe9ttt3n5QCcU7gswqR1p6IhGWsgHOu5QdnQ44Rg6lPAZ98ZTTz1ljqETGZ3i4Aj3GepP6wX1D3Zx72o+YLrceOONhl01d3Gf475CXKSF68KkwjVRdrCLewOGAY6hg1M7+cAkjiGPCDgP/KHs2qmF+r/jjjtM/rSDE7yirqCTMo/OcaR1++23m45plAlpgKtnn33W3HeoG/CJeLhf8HxCuPXWW00Z0GGKgM4zcDZgwADvHkWHJPKBa6CDDmmBCXxG3cC4wj2K+xbXxD2KDkUE3KPQ58knn/Tq6qGHHjJxn3jiCXMOdIJeeC6qHuBLz4OBBa5wbTw7cF105iMfq1evNp9RduiFgHsU9wbyoR2LYADH7r33XsM3uMfzC3kDEwh4Pj3zzDMmPeinmuO7urr69ud9bV1WOxI371+jqap6nzmD/ODZjs5e3EvgAOWHLugYRcC9hPLiPsF9joAOXXzGvaSd4+hkBnPQFc92BKSLtJAm0odBo/cS7m18xj99juBdBZ7w3AA3uCdgbiCAA3CNe1XNJHCC9w7yp/WDZwvYxLME9yoY1nsJnOAZgmc5OoKRN9xTahyBYT2Ga4InHLvyyitNWXAMzxEwjPzpH2ygs155goZ4BiFvSAvPZTwXUS48K3AMvGin9NChQ01+8czFOxb/EAdl12ctyo57CeXUOoDuml8Yz2AY72Kkj2cOjoF1vafxzsCzGAHPD9wj0EPLju+hG/KDgOcqvgfXeCYi4J2C9xHuTRgaSB/3F7RGXPzhCMqO+wf5uPvuuz2DE3WAMj3wwAPe+w6mBsoEPhDw7MM7EGlBDwS873Bf4ZpgDDrCWMD7BNdQUxp6Ih4Y0d8hyCPef3hG4v5GQB3gWYNnMJhEwDMLaeF9BP3xLkDecAyGCnhBveIdiWMwKnDf4ziuifKruYb3Kni56aabPBMHdQZu8bxV81pZADd43iMtGDFIH89avGPAL/TAMRh6eLaj/PpbEL+fEFBXSBv1rn/UgnsUGuGe1OcZ3o8oO+oUZUdZ9XcIfuuhjMgHroVr4vkOEwbn4RmIY7hfUMd4TkND6IvfEAhgDuzimN6j+M0BLaATTDPc26gXpIW6gh4oP/KNOgZzeG+CZ1xfWUDZEfDbFvnHdwiod+QNbEFTBDzTUZe4Bu5R5Bds4hzEBbMoE/4QA9fEufp7CGngnMcff9y7R/HOwTG8RxDwfMPvNtxDeB8g4PmDewfXhM7QB/cLnk84huvr7yF8hib6/IBZivsAdQANEWBugiv8tkGdI+i9oflAvSsfuEfVrMO5mH5Wp3ut3lub1fdMmHYQ47BTggyQATJABsgAGSADZIAMkIGwDGTOrELr6phj2s2qE04wjbO4/RdG2Oq9+6Zmwl+7a0DjFB0VaFAzUAEqQAWoQHwVQGekmj8oxY5d+aYjsaKyOmudiHtr68w1f9q6bwQB8oFOYpgVMB0YqAAVoAJUIL4KwKTVUcYoxa79o6tyMeVsmLYQ47BzggyQATJABsgAGSADZIAMkIEwDGTWrBo0qN2swgir/dPHxanpGEbUqv3riGAxZA34i1P85aWOKtDj3FIBKkAFqEC8FSgs3rd2VXk2zaqaWmNWoQNTA0acYESGTtmlx7mlAlSAClCBeCtQUlpunvll5ZVZ+6OIMG0gxmGHBBkgA2SADJABMkAGyAAZIAOdYSCzZtWoUYlm1f51EuLUXAwjrppVBUX71jJAeX/729/K+eefz07EOFU+80oFqAAVcCiA6Z4wtZeG4pJ9nYi5MKv2FOxbHw95ycvLk7PPPttbU0zzxy0VoAJUgArESwFM96hT0SLnZeUVNKsa2egP0y5lHHJDBsgAGSADZIAMkAEyECcGMmtWYU0BXbMK2/1r9MSpuRimMl1mFdYNwPoNmGufgQpQASpABeKrANaiOe6447wCRMWswro1fM941cIdKkAFqEBsFcBamb169fLyT7OKHQxh2qSMQ27IABkgA2SADJABMkAG4sZAZs0qNLG6d283rPr39xpdcdkJU6EuswoLUC9fvtxbqD4u5Wc+qQAVoAJUIFEBGEIFBQXewaiYVUuWLJFly5aZ9RG9zHGHClABKkAFYqdAbW2t5Ofne/mmWcVOhjBtUsYhN2SADJABMkAGyAAZIANxYyDzZlVeXrtZdcQRXqMrLjthKtRlVh199NFmiqZVq1Y5i7548WL5r//6L/nZz37Gf9SADJABMpBDBn7+85/LwIEDnc9qHKyqqpIdO3Z430fFrOrTp4+ceuqpxrDyMmftYFqp//7v/yZbOWSL73j+xiEDZAAM/Od//qf87W9/s57QibuYkWH79u3eQZpV7GQI0yZlHHJDBsgAGSADZIAMkAEyEDcGMm9WDR7cblZhKsBt27yGVxx2wlSoy6yaOHGifPTRR1JS0r6OlV3+CRMmyH/8x39Iz5495Y033pDRo0fzHzUgA2SADGSZgVtvvdU8i2H6JAtTpkyRP//5z97XUTGrpk+fLjNmzJDCwkIvb/YOvsN75n/+53/4nskyV3yn8zcNGSADysDgwYPNs/jXv/61/YhO2J85c6acccYZ3jGaVexkCNMmZRxyQwbIABkgA2SADJABMhA3BjJvVs2YkWhWTZrkNbzisBOmQl1mVX19vTQ0NEhra6uz2O+99578v//3/xIaps4TeZAKUAEqQAUypoAaOqnMKnQiDhgwwMtDVMwqvGNSvWf+/e9/mw7S448/3ss7d6gAFaACVCC7Cnz22WdpzapPPvlE+lvTp9OsYidDmDYp45AbMkAGyAAZIANkgAyQgbgxkHmzCut6YESV/sNIqxiFMBXqMquuueYaue+++2Tz5s3O0tOscsrCg1SAClCBrCoQxKxqbGwUTNGkISpm1W233SZ33323rF+/XrOWsKVZlSAHP1ABKkAFcqJAELMK7xlMOauBZhU7GcK0SRmH3JABMkAGyAAZIANkgAzEjYHMm1VoZR11VLtZ1bevtrtisQ1ToS6z6re//a2cf/758t133znLTbPKKQsPUgEqQAWyqkAQs2r37t2yZMkSL19RMavy8vLk7LPPlq+//trLm71Ds8pWg/tUgApQgdwoEMSsys/Ply+++MLLIM0qdjKEaZMyDrkhA2SADJABMkAGyAAZiBsD2TGrMI2Fjqzq3l2kvt5rfEV9J0yFuswq/KX7pk2bpLa21llkmlVOWXiQClABKpBVBYKYVWPGjJHevXt7+YqKWfXjjz/Kxo0bpaamxsubvUOzylaD+1SAClCB3CgQxKyaNGmSWcdWc0izip0MYdqkjENuyAAZIANkgAyQATJABuLGQHbMquHD280qmFbLl2vbK/LbMBXqMqvSFZRmVTqF+D0VoAJUIPMKBDGrYAhNnTrVy0xUzCovQ0l2aFYlEYaHqQAVoAJZVCCIWfXTTz/J5MmTvVzRrGInQ5g2KeOQGzJABsgAGSADZIAMkIG4MZAdswrmlI6swhbmVUxCmAp1mVW//vWv5c9//rOsXr3aWXKaVU5ZeJAKUAEqkFUFgphVra2t0tTU5OUrKmZV3759pV+/frI8yR+E0Kzyqow7VIAKUIGcKRDErPK/Z2hWsZMhTJuUccgNGSADZIAMkAEyQAbIQNwYyI5ZhWn/MP2fGlaYFjAmIUyFusyq22+/XR5//HHZunWrs+Q0q5yy8CAVoAJUIKsKBDGrpk+fLn/5y1+8fEXFrBoyZIg8/PDDgukAXYFmlUsVHqMCVIAKZFeBIGbV7NmzzRqEmjOaVexkCNMmZRxyQwbIABkgA2SADJABMhA3BrJjVqGl1bdvu1l11FHa9or8NkyFusyqdAWlWZVOIX5PBagAFci8AkHMKkwBeM4553iZiYpZ5WUoyQ7NqiTC8DAVoAJUIIsKBDGrZs2aJX/605+8XNGsYidDmDYp45AbMkAGyAAZIANkgAyQgbgxkD2zavDgdrMKI6y2bfMaYFHeCVOhLrMKo6peeukl2blzp7O4NKucsvAgFaACVCCrCgQxq6qqqmT79u1evqJiVg0bNkyef/552bJli5c3e4dmla0G96kAFaACuVEgiFlVXV0t26y2Es0qdjKEaZMyDrkhA2SADJABMkAGyAAZiBsD2TOrZsxINKvGjs1NC7GDVw1ToS6zqnfv3uYv8desWePMAc0qpyw8SAWoABXIqgJBzaodO3Z4+YqKWXXaaadJXl4e16zyaoY7VIAKUIHoKRDUrLL/KIJmFTsZwrRJGYfckAEyQAbIABkgA2SADMSNgeyZVRUViWbVLbdEr/XoyFGYCnWZVfPmzZOlS5dKZWWl4yoiNKucsvAgFaACVCCrCgQxq/C8Pvnkk718RcWsWrRokXzxxRdSVlbm5c3e4cgqWw3uUwEqQAVyo0AQs2ratGlywgkneBmkWcVOhjBtUsYhN2SADJABMkAGyAAZIANxYyB7ZhWaW1irClMA4p/VAPNaYhHcCVOhLrOqqalJmpubpa2tzVlKmlVOWXiQClABKpBVBYKYVQsWLJDBmNp2f4iKWZXuPUOzSmuMWypABahA7hQIYlYtWbJEbr/9di+TNKvYyRCmTco45IYMkAEyQAbIABkgA2Qgbgxk16waNKjdrIJhhdFWEQ9hKtRlVl1wwQVyww03yIYNG5wlplnllIUHqQAVoAJZVSCIWeXPUFTMqiuuuEKuueYaSTbdLM0qf83xMxWgAlQg+woEMav8uaJZxU6GMG1SxiE3ZIAMkAEyQAbIABkgA3FjILtmFdap0pFV2GIdq4iHMBXqMqtOPPFEOe+88+S7775zlphmlVMWHqQCVIAKZFWBIGYV/uL9kUce8fIVFbOqX79+ctZZZ8lXX33l5c3eoVllq8F9KkAFqEBuFAhiVuE5/sADD3gZpFnFToYwbVLGITdkgAyQATJABsgAGSADcWMgu2bV6tWJZtXQoV4jLKo7YSrUZValKx/NqnQK8XsqQAWoQOYVCGJWvfvuu3LSSSd5mYmKWeVlKMkOzaokwvAwFaACVCCLCgQxq6ZMmSLHHXeclyuaVexkCNMmZRxyQwbIABkgA2SADJABMhA3BrJrVqHJ1aNHu2GVl+c1wqK6E6ZCXWbVRx99JPPnz5fy8nJnUTtiVv3444/y0ksvOdPhQSpABagAFQivQBCzqrS0VNavX+9dJCpm1SeffCLoBC0pKfHyZu90xKyqq6uTJ598UlBWBipABagAFeg6BYKYVWVlZfL99997F6VZxU6GMG1SxiE3ZIAMkAEyQAbIABkgA3FjIPtmVf/+7WZV9+4i9fVeQyyKO2Eq1GVWHX300ZKXlyerVq1yFjOIWYXOw5tvvlm6detm/h1//PEC48oVcPyyyy4L3NGIDkmc708Pn3EdveaECRMSLrd06VLvOz3nnHPOSXpdfxlQHhyzAzpIU6WV7ns7Le5TASpABTqiQBCzqqamRgoKCrxko2JW9enTR0499VRZtmyZlzd7J6hZhee8PoOx9T/37e9TvYf02uneI+m+Rzodee6ney8FeQ9p3rmlAlSACnS1AkHMqtra2oT3DM0qdjKEaZMyDrkhA2SADJABMkAGyAAZiBsD2Terhg9vN6uwbtXChV3dBuzS9MJUqMusGjdunEybNk2Ki4ud+UtnVmnnGjrs0LGHkVXoMHQZQ9rx5/rOdXEYVTjX3+mox7WjUtNFR6AGfOcynPR7/xb51/PtMul5/jLZ5+OcdN9rOtxSASpABcIoEMSswjkXXnihl3xUzKpJkybJ5MmTJT8/38ubvRPErNJn7K5du4xBhOc93g363Mf39rsC74Wzzz77gD900Oume4+k+17fE/reQLr+94JeS7fIo32+HsfWlV6q8+243KcCVIAKdIUCQcyqOXPmyP/+7/96l6NZxU6GMG1SxiE3ZIAMkAEyQAbIABkgA3FjIPtmFcwpmFT6D+ZVhEOYCnWZVU1NTYJ/bW1tztKmM6vsDkHsw6zSTjftRETC6HTDX8JfeumlTiPLf3HExfnobPR3OOI7v+Hl79RDpyH+BQl2GfR8+5h2WtrlsY/Z+xrfdUy/45YKUAEq0FEFgphVEydOlDPOOMNLOipmVbr3TDqzSt8peM5jH892PGPxGfv2917h9793kr0H0r1Hgnxvm2O4rv3esPOh+8hLsvy44mq57HePpsUtFaACVKCrFQhiVuF53bdvX+/SNKvYyRCmTco45IYMkAEyQAbIABkgA2Qgbgxk36zCtH+Y/k/NKkwLGOEQpkJdZtVdd90lTzzxhGzbts1Z2nRmlW3KoLPNtWYVztGp/FwdgP4L2x10rg48Vxq2WaXxcSxIcKWnaeA7Vx6QLjodcY103wfJA8+hAlSACqRSIIhZ1dLSIvXWFLZRMasefPBBefTRR2Xjxo3OIqYzqxBJjR48m7GP94oG+z2kx7DF8zvZSCbXc99+j6T73j7XvmayfX2nJHsvua6HtPQ9kyxdHqcCVIAKdJUCQcwq/3uGZhU7GcK0SRmH3JABMkAGyAAZIANkgAzEjYHsm1Vo6eXltZtVPXp0VdsvI+mEqVCXWdUVa1ahMw2joIYMGeI0q2wBknXI2efY+y4jSDsmtdMv2WfkSf/5R2LZ13B1Otodi8nyrJ2n6b63r8V9KkAFqEAYBYKYVVu2bJGPP/7YSz4qZlVXrFmF5yye5/jDB7xrbLPKfl57hXdMz2p/l+y9ke69ot/r8x+fg7xn9Hp6Lrb2e8n1rtNy4VoMVIAKUIFMKxDErNq+fbvMmjXLywrNKnYyhGmTMg65IQNkgAyQATJABsgAGYgbA7kxq4YObTerMMJq9WqvMRa1nTAV6jKr0EGGDk50irlCupFVGsfusEMnnHbo6fe6TWbs6Pf+rasDD+f4O/6QrgbEwfRMdh6wb3cM6rnY4jv/X99rJyG+S5Zn7axM9719Le5TASpABcIoEMSsGjNmjPTu3dtLPipm1ebNm+Wnn36S2tpaL2/2TpCRVThfn+1q+NjPbTyr7Wn59B2R7LmP9PQcTc9+j6T7Hs9//7sOx5JdT/OOfGrAvp6v7xy7TMgPrkGzShXjlgpQgUwqEMSswhqEPXv29LJBs4qdDGHapIxDbsgAGSADZIAMkAEyQAbixkBuzKoZMxLNqlGjvMZY1HbCVKjLrCooKJDi4mKzbpWrjEHNKsRFZxymAUQHnL8TT9NOZuzo9/4t0nStWWV3Sro6+fzpaKek3VGo5+CY3UGI45omvkuWZ5pVqiC3VIAKZFqBIGbV1q1bZc6cOV5WomJWFRUVCf41NjZ6ebN3gppViINnM569eC7jPWA/u/Xdg/cPTKAPP/zQM4Ps62Ff4+Mdo+kiLU0v3ff6/LfTTfWesc/Tff/5+t5B/tWkcl1H43NLBagAFehKBYKYVTt27JDZs2d7l6VZxU6GMG1SxiE3ZIAMkAEyQAbIABkgA3FjIDdmlX/dqkGDvMZY1HbCVKjLrOqKaQBVGzWr8DlZB1sy40fT8G/9ZpV25vlNJ/95/nSSxcN5rjzp+fguWdooI/KR7nt/XviZClABKtBRBYKYVU1NTQmjl6JiVnXFNICqF57NePbC6HE9u/U8bPF8VvPJPq7P92TvkTVr1ph4yb7HM9/1jkuWrn1tez/d+em+t9PiPhWgAlSgswoEMauam5sT3jM0q9jJEKZNyjjkhgyQATJABsgAGSADZCBuDOTGrEIrz1636qijOtvuy1j8MBXqMqseeughef755wV/KekK6UZW2Z2F6MDDyCoEV0cejtvnu67nP+Y3gpJ13tnnua6hf8GO7/zBjqvf2cdcce1j9r7Gdx3T77ilAlSACnRUgSBmFUZVDbL+yCIqZhXeB88++6yZCtBV7nQjq+znKd4BLrPK/85J9q7A9ZN9p8/9IGYV3iV+I8zOp7+c6d5LrriaH2wZqAAVoAKZViCIWfX555/LlVde6WWFZhU7GcK0SRmH3JABMkAGyAAZIANkgAzEjYHcmVX+dau2bfMaZFHaCVOhLrMqXZnSmVXawYaOQnSowazCFtMzuYwhV4ddqjy4OuuQRqppADVP9l/FI3/+jkX7uvb32pGJYxqQlq4tgmP2+fic7ntNh1sqQAWoQBgFgphVEydOlD/84Q9e8lExq7wMJdlJZ1YhGp65eAbv2rXL7GOLZ7o+p/3vBf8z2X9p//n63Nf3RLrv9Xz/e8Z+T9jXDPJest8rmr6Wz06L+1SAClCBTCgQxKzC8/rkk0/2Lk+zip0MYdqkjENuyAAZIANkgAyQATJABuLGQO7MqoULE9etGjvWa5BFaSdMhbrMKoyqeuONN2TPnj3O4qUzqxBJO+F0nQ1s0dHnCjju78xzHdO4LrMK3yGOfT1/h54/T9oBibjaCWh3MuoxTdM+X/OCa+j3/jLgnHTfazrcUgEqQAU6qkAQs6q8vFw2bdrkJR0Vs+qVV16R1157TbZv3+7lzd4JYlbhfPsZi2ex/7mPZ3qyZ7TrXZLuPZLue/97w34v6Hf2eybVewnl0zhaBn/5bM24TwWoABXoagWCmFWVlZWyceNG79I0q9jJEKZNyjjkhgyQATJABsgAGSADZCBuDOTOrKqoSDSrrCmVvJZZBHbCVKjLrMrUmlUdlejNN980pldH44U9Hx2XH374YdjojEcFqAAVyKoCQcyqlpYWqcfai/tDVMyqTK1ZpeUMusUzH89+BipABagAFThQgSBmlf89Q7OKnQxh2qSMQ27IABkgA2SADJABMkAG4sZA7swqtN1OOKHdsIroulVhKtRlVs2cOVPmzZsn+It8VwgyssoVryPH8Nfm+Aty/FV5tgL+2h1/Nc9ABagAFYiDAkHMqrFjx5opUrU8UTGrsJbWp59+KsXFxZq1hG3QkVUJkTr4Ae8XvGfwvmGgAlSAClCBAxUIYlZ98MEHcswxx3iRaVaxkyFMm5RxyA0ZIANkgAyQATJABshA3BjIrVk1eHC7WdWtm0gE160KU6Eus8prbSbZyYZZlYtRTtkeyZVEXh6mAlSACgRSIIhZtXjxYnn44Ye99KJiVnkZSrKTDbMKJhWe+wxUgApQASrgViCIWfXVV1/J/fff7yVAs4qdDGHapIxDbsgAGSADZIAMkAEyQAbixkBuzaoZMxLNqgiuWxWmQl1m1VlnnSVXXXWVrF+/3mt42jvZMKvs63GfClABKkAFDlQgiFnljxUVs6p///4yYMAAWbVqlT+L5nM2zCrnhXmQClABKkAFPAWCmFXeyft3aFaxkyFMm5RxyA0ZIANkgAyQATJABshA3BjIrVkVg3WrwlQozSp/E5ufqQAVoALxUCCIWfXFF1/Igw8+6BUoKmbVRRddJJdeeinNKq9muEMFqAAViJ4CQcyq5cuXy3333edlnmYVOxnCtEkZh9yQATJABsgAGSADZIAMxI2B3JpVaIJFfN2qMBXqMqu81maSHY6sSiIMD1MBKkAFsqhAELMKz+uTTz7Zy1VUzCovQ0l2OLIqiTA8TAWoABXIogJBzKpp06bJiSee6OWKZhU7GcK0SRmH3JABMkAGyAAZIANkgAzEjYHcm1URX7cqTIW6zKqpU6fKxx9/nHTReZpVXnucO1SAClCBnCkQxKzavXu3fPnll14eo2JWzZw5U2bNmiVFRUVe3uwdmlW2GtynAlSACuRGgSBmVUFBgSxZssTLIM0qdjKEaZMyDrkhA2SADJABMkAGyAAZiBsDuTerIr5uVZgKdZlVPXv2lLy8vKTTM9Gs8trj3KECVIAK5EyBIGZVS0uLNDQ0eHmMill10kknyWmnnSbLli3z8mbv0Kyy1eA+FaACVCA3CgQxq/zvGZpV7GQI0yZlHHJDBsgAGSADZIAMkAEyEDcGcm9WRXzdqjAV6jKrRo4cKePHjxf8paQr0KxyqcJjVIAKUIHsKhDErMI5F154oZexqJhVb731lowZM0Z27drl5c3eoVllq8F9KkAFqEBuFAhiVs2ZM0fOO+88L4M0q9jJEKZNyjjkhgyQATJABsgAGSADZCBuDOTerEIzLMLrVoWpUJdZ5bU2k+zQrEoiDA9TASpABbKoQBCzatKkSdKvXz8vV1Exq7wMJdmhWZVEGB6mAlSACmRRgSBmFd5Fffv29XJFs4qdDGHapIxDbsgAGSADZIAMkAEyQAbixkA0zCr/ulUbNniNs1zvhKlQl1l17733yjPPPCPbt293FolmlVMWHqQCVIAKZFWBIGaVP0NRMaseffRR+cc//iGbNm3yZ9F8plnllIUHqQAVoAJZVSCIWeXPEM0qdjKEaZMyDrkhA2SADJABMkAGyAAZiBsD0TCr/OtWDR/ub6Pl7HOYCnWZVUcffbT5S/xVq1Y5y0KzyikLD1IBKkAFsqpAELNq48aNMnXqVC9fUTGr+vTpI6eeeirXrPJqhjtUgApQgegpEMSs+umnn2Ty5Mle5mlWsZMhTJuUccgNGSADZIAMkAEyQAbIQNwYiIZZ5V+3qn9/r3GW650wFeoyqwoLC6WkpESampqcRaJZ5ZSFB6kAFaACWVUgiFmFdaF69+7t5SsqZlVRUZEUFxdLY2Ojlzd7hyOrbDW4TwWoABXIjQJBzCpMN9uzZ08vgzSr2MkQpk3KOOSGDJABMkAGyAAZIANkIG4MRMOsQlPMXreqRw+vcZbrnTAV6jKrfvjhB8FfSdbV1TmLRLPKKQsPUgEqQAWyqkAQsyqqI6uQL0wBWFNT49SMZpVTFh6kAlSACmRVgSBmFUdWsVMhTBuUccgNGSADZIAMkAEyQAbIQNwZiI5ZNXSoSLdu7f9Wr85qwzHZxcJUsMuswjSAeXl5wmkAkynN41SAClCB3CsQxKxqaWmR+vp6L7NRGVnFaQC9KuEOFaACVCCyCgQxq/zvGY6sYqdDmDZNL6JhAAAgAElEQVQp45AbMkAGyAAZIANkgAyQgbgxEB2zauHCdqMKplVE1q0KU6Eus2rIkCHy7LPPyvbt252NZ46scsrCg1SAClCBrCoQxKyaP3++3HHHHV6+omJWPf744/Lkk0+a0VVe5qwdjqyyxOAuFaACVCBHCgQxqxYvXiw333yzl0OaVexkCNMmZRxyQwbIABkgA2SADJABMhA3BqJjVuGv1Lt3bzesIrJuVZgKdZlV+AvJ1tZWaWtr8xqe9g7NKlsN7lMBKkAFcqNAELMqqmtW4R2T6j1Dsyo3TPGqVIAKUAFbgSBmFdesYqdCmDYo45AbMkAGyAAZIANkgAyQgbgzEB2zCq24vLx2syoi61aFqWCXWTVq1Ch5//33pbCw0G6vevs0qzwpuEMFqAAVyJkCQcyq6upq2b17t5fHqIysgok2fvz4hLx5mRQRmlW2GtynAlSACuRGgSBmFdYe3LVrl5dBjqxip0OYNinjkBsyQAbIABkgA2SADJCBuDEQLbMKU/9FbN2qMBXqMqu4ZpXX3uYOFaACVCCyCgQ1q3bs2OGVISpmFdes8qqEO1SAClCByCoQxKzau3dvwtThNKvYyRCmTco45IYMkAEyQAbIABkgA2QgbgxEy6xavTrRrIrAulVhKtRlVs2dO1cWLVokFRUVzsYzR1Y5ZeFBKkAFqEBWFQhiVmEE029+8xsvX1Exq7CW1oIFC6S0tNTLm73DkVW2GtynAlSACuRGgSBmFacBZKdCmDYo45AbMkAGyAAZIANkgAyQgbgzEC2zCm1GTP+no6sisG5VmAp2mVXpmsPpzKoJEyZIt27dOvTvySefNJfVuNjmKmzbtk1effVVqaury1UWInNdrFs2e/ZsOfPMM019/vznP5cRI0YEzh86ot944w0599xzBXHBRa9eveSuu+6SL7/8UrBmjT9EgQF/nvA511xEVReXVl19DByuXLlS3nnnna5OOtbpBTGrli9fLk8//bRXzqiYVV6GkuzQrEoiDA9TASpABbKoQBCz6ttvv5UnnnjCyxVHVrHTIUyblHHIDRkgA2SADJABMkAGyEDcGIieWQWDSs0qGFf19V5DLRc7YSrUZVadeOKJ8pe//EW+++47ZzEOZrNq8+bNgumpbr75ZppVIrJ69Wo58sgjzb/77rtPnnvuOUHnd7rQ3Nws48aNk8MOO8yYVDCrYEgi/tVXX22Ow7h68MEHBWvq2CGKpkwUuIiiLna9ZXIfzMHsVFM7k9eKU9pBzCqUB2afhqiYVf369ZM///nP8tVXX2nWErY0qxLk4AcqQAWoQE4UCGJWIWP2e4ZmFTsZwrRJGYfckAEyQAbIABkgA2SADMSNgeiZVf51qxYuzElDUi8apkJdZtVFF11kzJoff/xRk07YpjOrEk7e/wEjbM455xw5/vjjJVm6ODXXHfLIG/JIs2pfxWl9jB492lWtzmMwqp5//nljLsD03LRpU0InBiIVFBQY0wqG1b333isNDQ1eWnpNbKMSosBFFHXJVv0sXbrUjMqjWZWoeBCzCmbQs88+60WMilkF0/q6665L+kcRNKu8KuMOFaACVCBnCgQxqzDy+amnnvLySLOKnQxh2qSMQ27IABkgA2SADJABMkAG4sZA9Mwq/7pVQ4d6DbVc7ISpUJdZlS7vNKvSKXTwfB/GIIGxgNFYMKpgSiULu3fvlj/+8Y/G1ML6NRrCXFPjZmpLsypTygZLl2aVW6cgZtXYsWPluOOO8xKIilnlZSjJDs2qJMLwMBWgAlQgiwoEMas++OAD+dWvfuXlimYVOxnCtEkZh9yQATJABsgAGSADZIAMxI2B6JlVaJbZ61bl5XkNtVzshKlQl1k1a9Ys+fzzz6W8vNxZjGyYVbjGmjVr5Nprr/Wmkuvfv78sWLBAXOscYfoRnH/99dcbowQjdjDN1Ouvvy41NTXOcvgPYtQG4tn/MBoMo8I0IK3333/fW8MJ09xdcsklB+Rr5syZJp2XXnpJo3pbjFLCNf7+979LY2Ojdxw7atToSCbkCSO9fvjhB3MNaIDp0HBdaLN27dqE+Ok+QDusFaW6JtNJzQFbC+ynG3GGEVJYjwrnTp8+PV125O233zb6QS8NqkGmGUBep02b5q2nBV0xXSGO2SO9gnIB1sAcyg6zDiyCSXtqHJRRyzdv3jx5+eWXzbk4H6PR/DyoJna8juqCssydO1cGDBjg3RvJuMV1XPcSpgYdNmyYFBcX21lKu79jxw7z19Z9+/Y1ukCbjqSFdePAHOLZ/2wOO1I+PNd++ctfyimnnGJG/NkFqKqqkoEDB5r7C/e4v97sc6OyH8Ss2r59u6CzUUNUzKpPPvlEcA+UlJRo1hK2NKsS5OAHKkAFqEBOFAhiVu3cuVPwTNdAs4qdDGHapIxDbsgAGSADZIAMkAEyQAbixkA0zapBg9rXrcL6VRUV2lbL+jZMhbrMql//+tdmLRGsV+QK2TCrTj/9dGPInH/++fLMM8+YDmtd/2jSpEkJ2UKnMjqXYTag0//WW281cRAXHdwwkwoLCxPiuD7Mnj1b7r//ftOZ/fvf/950so8aNUr27t1rTkcaSAtpIn8wMbCOE66Ja8NswBR4CFjvq2fPngeYO/X19XLbbbeZNM4666yEzn8YFTCw0JmOxaoRcA2kg+myDj/8cLn88svNuk/YanlhLAUJ9vR8yDPyjvRRFr9OmLoP60tdddVV5jts8XnixIkpDRUdgXTaaacJOsnDBDVzMskADA6sl4Vyn3nmmUYHWwvUkZqcQbi48MILE9JSLsAseLWNDy0fNOrVq5c8/PDDhhOMgEkVNF5HdEEZ7r77bpM3GDSPPPJIAj9gyG/MfPTRR+beQ96GDBmScD7SgHEaJHzxxRemfNAAU76BH1wfo3ygOzRLd1/ingBzd9xxh4lz3nnnJXDY0fLhHsBURbi+Pf0k6gfPNRy36z5IOXN5ThCzyp+/qJhVMDBh7iZbA49mlb/m+JkKUAEqkH0FgphV/lzRrGInQ5g2KeOQGzJABsgAGSADZIAMkIG4MRBNswodzDCp9N+MGf42W9Y+h6lQl1kFc2jkyJGCadpcIRtmFTrRcR17FJWOirj44oulsrLSy5o97ZxtkKBjGiN3kJbdMe1FdOyo2WKP3MBpGOGhHeZY/8UeeYOp7i677DJzHTXSkD/k02/a7NmzR/Ly8kynuG1K4RoYYYCRPfinow1goKADHeYSyq+mh9257hqh5SiaMU2gBUwCu25RluHDh5vroIwoqwY1SLANEmBQIL8wJ6qrq4NEOeAcvWYmGYAZCP1hFKnBiIzA/LjxxhtNXdpTE6bjAnkFa3ZaYBFTIaLuVqxY4ZVTy3fssccmXa/HO9na0Xgd0eXDDz80ZfEbMOAHo1qggc2bcovpGW1GbN4ee+wxaWlpsXJ24C5GZcLYRdkXLVqUcAK4uOGGGwwnQbnSkX64H+zQ0fIhrk4/ibLjnkKAAYcRjB0x4+x85Go/iFk1efJkY8hqHqNiVr344osyYsQI2bZtm2YtYUuzKkEOfqACVIAK5ESBIGYVRsf/4Q9/8PJHs4qdDGHapIxDbsgAGSADZIAMkAEyQAbixkA0zSp0tKlRhe0tt3iNtWzvhKlQl1mVLt/ZMKsGDRrkjWzR/GhHOjqVYR4gwGjBtHPoeIZR4g86tReMge+//97/9QGfk5kSam5gmjCk6Q8YSYVrXHTRRWb6RHTuYwQHjAV75JOmgyniYOpgnn8N+t1DDz3kmQFqVrkMApghMMP8UxVqevZWtUtmkKhO0PHrr7/2oqpBEtRU0PODGmjehawdTSOTDOg1xo8fb1153y46ZjBVnT3SKRkX0Aqa+c1NTfTTTz81DNj1p9dOFkfj+rcaL6guTU1NZoQhGLHrVNNVJuz7ScsJM6m2tlZPNVsYrTC27rzzzrRG5Lp16wSjoMCBbexqgjpNpt980u/9W5dZFaZ8mq7WCwy1Xbt2eQalf5SZnh/VbRCzCiPlMAWkhqiYVZqfZFuaVcmU4XEqQAWoQPYUCGJW4Z2K378aaFbFuJOhqFjCtCcZJ8Z13si8k18yQAbIABkgA2SADIRlIJpmFVpmJ5zQblgddZS21bK+DSOsy6zCNHqPPvqobN261VmGbJhVGL3kD7p+jd25roaNf0o9Oy7WjfIbQ/b39r521vuNBF1nSteSsuNgHx376OCHcQHTCQENfFzXXrcK5gimQcOIkD59+ohtTOk17PWb1KyyTS29NtbSglEVxKzSaQlTjXhC3vz5VYME2yBBzw9qQrjS1DQyyYAag2AJnfk65Z8rPziWjAtly2V6IZ7yiRFWugZcqvIluz6Op4rnujdSpYXvXHHUwILJimn7MGoQxmtXB5f5lOoaHT0/Wfn0GjDQMNoSvF9wwQXO0Wd6bpS3Qcwqf/6jYlZBf0zFuWHDBn8WzWeaVU5ZeJAKUAEqkFUFgphV/gzRrIpnY7/56adNe7b1lFOkcefOWJlWyG/jNytilecw7XbGiee9xXpjvZEBMkAGyAAZOHgZiK5ZNXhwu1mF0VVJpjXyN+a6+nMY+F1mVRTWrELHvD+4OtfVdNA1ptDB7v+n6y4FMVCSmRJqGrlGb2k+9Rw07BHUqFDjS9ekwvSA+A5bndJQywYjy+681TTt0Vl6vY6YVdrZP3To0KTmg55jG2hqkLjqQ/Nhb/V8TDuH9bnCBE3DdU3VyTYswzCAdAYPHmzMChgWMGf69+9v1m9yGTQuLrQ+ER/TJ/q5w2fojdFsdn5TlS+VXqniuXTxp4W11zDdHfj85z//aUZJodx23hBnypQpZs0qlAv/MDUezl+/fn3CNIf+9JN9xtSIWJsKfGHkEtjAelhIO8g9iXSVzVTnBy2f5hPTz+G5oWXEOm1xC0HMKjxPsO6XhqiYVVyzSmuEWypABahAdBUIYlbh/Wn/ZqNZFcPGeFGxSPfuXnu2Zcj98TF+rLw3vTchPvnmiCbWFRkgA2SADJABMkAGYs9AdM2quXO9H/dmSsBRo3LS6uwqsypd5rMxsspu9Gp+XB3y2omtHeuptqk6uvUaLlMC36UyjTSunqN51/zqulUYWYMRNjCD0IEPI0PNKTW21Lzyp4ly+kMYsyqVBqqlmmu4XiqDxJ8ffNY0Uo3gcsWzj6W6pmpqGyx6zVR1r9/Z5cfomrlz5xqTCqaNnoPtddddJ8XFxV62XFxoXux4yfbt/KYqn3dBx06qeJoX+zpIAmu+YeTY6aefnlA+lBfT9P3ud787wKzCSCqYWpjCD2tO2WXC+cuXL3fk7sBDMP0weuawww5LSANGFaalQ7p2fRyYQvsRrWP/+WHKp6mqZsgHpi+y61vPifo2iFmF6SzxnNEQFbNK85Nsy5FVyZThcSpABahA9hQIYlZh9P+vfvUrL1M0q+JnVjUtXpLQlm37xRGx6TiAQaVT8reefU5s8h2m3c448bu3WGesMzJABsgAGSADBzcD0TWrMILE+ms06d/fa7BlcyfMDeAaWYUp49BZ7V+zRssSJbMKHefoeLcNFs1nmK3LlEA66CRHp3aQkVX2OZjaD/lDZ7tOxQfTAUHX7UFHAL7HeVjnyp52Ta+L7/0hjFkVZGSVfU4qg8SfH3xW000NOtc59rGVK1fKhRdeKNAJ5gFCqmuqwWCbMl3BANLFuk533323Z67AaNH1llxcYOQYRgmBC1f92OW091OVzz7Pv58qnksXcISRTOAKptMjjzwi8+fPN2s0YVSYK47/mjBVMQLp5ZdfNoYHyorRSDiWKmAkFeoV559//vny7rvvyurVqwXTDCJf0Avf+c2nZGm6zu9s+TAVJ7TB1J3IC8po33vJ8hKl40HMqrVr18o777zjZTsqZhXWEMRoPYyIcwWaVS5VeIwKUAEqkF0FgphVaDO8+eabXsZoVsWvQd40a5Zn+Kjx0zRvXiyMn+YXXmjPe/fu0sB1t2JRb2H6LRgnfs8W1hnrjAyQATJABg52BqJrVqF5lpfX/kO5Rw+RkFOgeS29EDthAHCZVb179zbrIK1Zs8aZiyiZVZs3bzZrP5177rlSUlLizG9HDrpMCcTX9aSwdQXXmlU4T6eow9pG+MtTe00rNa+wNpOufYROATt0lVml10o14qkr1qyyp8abPn26XZQD9mEMvPjii8YoeOyxx6SlpcWc01FTpqsZQKcLzLC8vDzZs2ePyVMyLlB3MDqQ56AhVflSpZEqnst4wv2A+wLTEKL+/UFH+tnGn/8c+zPW9brxxhtNef2c2udhX/P68MMPO6cOxL3QWbOqM+XTKQBRdiwM/8c//tEYeitWrPAXJdKfg5hV/gJExayC6Qndv/rqK38WzWeaVU5ZeJAKUAEqkFUFgphV/gzRrIpfpwSMKTWpdNty512xMD1aBg5MyDunAowff2H6MBiH9UwGyAAZIANkgAxEgYFom1XDhyf8UJaFC/1tt4x/DlNJLrPqlltuMaMwtmzZ4sxzlMwqdKAPGjTIjJBAp7M/wACBEYL1UaZOner/+oDPyUwJNZ0GDhwoVVVVB8SDGQBTwG+aaYf6NddcI7feequcddZZ3nRjahZgBAqmZHONRuoqswojWjDFYDLjAmVC2XQUmBZQTQdsgwZ0+GMkD6Y8xFRwyQJMIayHhHNtkyDVNV2mTEcZABP/+te/jMnpGhGlI9aCmFUYqQTNknGB0SOYOg/TCqqZmqp8ybTC8VTxXLooy+ecc46gTP6gzNpm1ZIlS8yUgU8//bRzlJHymM6s0vNc3GC0FkyszppVYcoHDezr62gqHWWVrB792kXlcxCzasGCBXLPPfd4WY6KWYU8PfDAAwlr9HmZFBGaVbYa3KcCVIAK5EaBIGYVfkvdeeedXgZpVsWv48BlVsVlSr3WAQMS2uBxMdnCtNsZJ373FuuMdUYGyAAZIANk4OBmINpm1erVCT+UZehQr9GWrZ0wN4DLrMLUZxghk2xKrCiZVdAWJhUMg7PPPjuh4xP5//zzz40ZEmTqMqSFdWtgKPnXjoIZcMcdd5gOdoym0enhEAeGDEYsofMd2ti66Ugj5O/www836wDhGAJME6xfhXj455rKUDv9U5kqycwIcxHrv0mTJhmdYI7t3r3b+wZleeWVV8x3GDkD80dDKoNEz/FvYQY899xzpkyYAg5Tfdma4PwNGzaY+kK5cS7iaEh1TZcpg3gdZUDNCRiI1dXVemmTzzlz5hgt7rrrLq+ek3Fhm3zQ0OYC6SJ9lFFNEVwoVfm8jDh2UsVz6ZKfn29Yxmg+3Ad2QP3rNH22WaUjjmAirlu3zo4iO3bsMCNh8N3WrVsTvvN/ePvtt025/TxhjSncI7gfoAv4DhLAC9Zdwjpaev+EKR+upazY61SpfsgTpjLy8xokj7k4J4hZNWbMGMFoWQ1RMatQj/gHJlyBZpVLFR6jAlSACmRXgSBmFX5fcs2qeDfCG9euS2zHdusmbb165WRklZpP5vpV1Wnz0HpGv4S8x8VkC9NuZ5x432esP9YfGSADZIAMkIGDj4Fom1VoOx51VPuP5RNOyG5rUiTtj3nXTeEyq8aNGyfTpk3zRgD5CxI1swpGx6uvvmo6wA877DBj+sAAufzyy80xjNxZtGiRvxjOz/YonRtuuEFGjRrlramCdXguueQS08l++umnm472++67z5hh6OR+4oknvHWX7MTVZMA5/mkEU32HNLrSrIJOzz//vKcJ8o70URbkDSOhsOaUHTR/2HYk2AYY0j7zzDPNtZ555hnp37+/yQMMC6zRBaPADqmuqaaCbbAgbkcZQD3relO9evWSIUOGGNNMmYEhg5FfGlJxsWnTJs94Uy6wPhTMFZQd1+msAYh8dFQXGC4wjaCzfV/AWMVnbME48qhmKOLoOld6Du4l5Rxp4ft0Zg6mT4R5jLRtTXQk3eOPP270cRm0qrm9VWMKecKInIkTJxpjsKPlg7EMzl0Gnj3SzK57Ox9R2w9iVuFerKio8LIeFbMKdTh58mRB3boCzSqXKjxGBagAFciuAkHMKrxnMFuABo6simcjPGH95W7dzHrMrrZjJo81LV7S3pbu1k1goqW7nt+sajv++LRx0qXJ7+PJMOuN9UYGyAAZIANkgAxkm4Hom1WDBiX8wBarg1AbcJnchqkQl1l19NFHm/V6Vq1a5cxu1MwqZBKd51hj6/rrr/fMI5gQ6NjGaJGOhNWrVwtGXaCjvU+fPoI1kTTAdHj99delX79+5nt0nl977bXy5ZdfJh0hgE7wnj17GtNg+fLlmpTZ6vSC9lpW9gldaVYhXYxiwLRgMN2Qd5QRRhIMCNtQ0TykMkj0nGRb1Ammknz00UfNNIy4Fv6deOKJpl5gCLhMj1TXTGZWIQ8dZQCdKzBlMXWjjvRB3oYNG+Y0ajvCBdJDukgf17FDqvLZ5/n3U8VLpgtMPKwdhjqG9qhz1P3cuXNNvmbOnGmOY+0wrQuXjjB8cW/hHtPz/Pnzf965c6cZCYW4Wu8wJzFCS6elDDJKC+nimhgdZhur6BjrSPmampq8EX+utbRwDYyAQ179BqO/bFH5HMSsKioqMvWmeY6KWYVn66mnnirLli3TrCVsaVYlyMEPVIAKUIGcKBDErMI0x3abgWZVPDsJYPLoelW6DdO27Ewce4QXRlgFSesAs+rIIwPFC5I2z4kny6w31hsZIANkgAyQATKQLQaib1aNHZv4Ix+fsxjCVITLrFq4cKFZ9N61NhOKE8asyqIMvBQVoAJU4JBQIIhZFdVpADGaDya//df4dqXRrLLV4D4VoAJUIDcKBDGrMA0g/ihLA82qeHYOtAwcmNiO7dYt+6ZPUbGXB5pV8eQoTH8E47CuyQAZIANkgAyQgbgyEH2zCiOpMG2C/sNIqyyGMBXrMquw1g5G2WBNJVegWeVShceoABWgAtlVIIhZBUMII9o0RGVk1d69e1O+Z2hWaY1xSwWoABXInQJBzKoVK1bIUGutXppV8exsaH7hhfY27P62bJi2ZWfj6HSEraecEsgs48iqePLWWU4Yn/VOBsgAGSADZIAMRIGB6JtVaEtirSo1q444IqutyzCV5DKrjjnmGDnrrLME0565As0qlyo8RgWoABXIrgJBzCrkyJ66MSpmFaaAxLSOMNNcgWaVSxUeowJUgApkV4EgZhVyZL9naFbFs+PAv14U2rNh2padjdPWq5dpS7f94ohA1z/ArOrVK1C8MPlsem/CvnZ+jx7SNG9exq4TJm+ME8/7jvXGeiMDZIAMkAEyEG8G4mFW4S8L1azCNonhk4mmZhjAXWYV1rTBmi0bN250ZpNmlVMWHqQCVIAKZFWBIGYV1hEZOXKkl6+omFWDBg2SG2+8UdauXevlzd6hWWWrwX0qQAWoQG4UCGJW4TmONR810KyKaYPbmoJP27Jh2padjdN69jleW7qhqjqtIeQ3q1ovuCAhTsuddwmML2w7mzeko9pg2sTOpsf4Mb1XGplvsksGyAAZIANkgAzsYyAeZtXChd6PWPNjdtgwbbtlfBsGFJdZVVlZKZgKkNMAZrzKeAEqQAWoQGgFgphVUV2zCmsi4l9zc7Oz/DSrnLLwIBWgAlQgqwoEMau4ZtXB01lhmzFox4ZpW3Y2DkwlNYQav1mRNg9+swrTGWoe7LSQZqcMq6pqL19IC9fV63B78NwDrEvWJRkgA2SADJABMtARBuJhVtXXi861bX5o5+VlrVHZETH1XJdZtWzZMlm5cqUxrFyZ58gqlyo8RgWoABXIrgJBzKqdO3fKQvwRxf4QlZFVX3/9tWCdE/xxhCvQrHKpwmNUgApQgewqEMSs2r17t3z++edexjiyKr4NfIxKUqMIW20vZnPb/NbbXh6aXx2ZNg/+PGM6Q5NfmEs9enhpabmQfpjyNG7anJCWfwRXmDQZJ773CuuOdUcGyAAZIANkgAyAgXiYVWiq9e/f/mO2e3cRGFhZCGFuFJdZdeyxx3LNqizUFy9BBagAFeiMAkHMKn/6UTGr+vbtK2eccQbXrPJXED9TASpABSKkQBCzyp9dmlXxbbi3DLm/vQ2bI7Oqce06Lw9BRkK13HSTd37b8cd7RlTT1Gntx4880tvHH5XCeOpou9lvVrU8+liH0+joNXl+fO8l1h3rjgyQATJABsjAocFAfMyq4cPbfxBj3aq5c/3tuIx8DnMjuMyqZ555xqxxgr+UdAWOrHKpwmNUgApQgewqEMSsGj9+vPTp08fLWFTMqhdffFFGjBgh27Zt8/Jm73Bkla0G96kAFaACuVEgiFk1ZcoU6d27t5dBmlXxbZg3vTchoQ0bpm3Z6TjWdHtBptqzpwG0R2JhTSkdTdU0b560DhjgfQ6S7gHl8K3pFWSKwgPS4FpHNPjIABkgA2SADJABMnBQMRAfswqdbzCp9N/gwV4DLpM7YX4Qu8yqdHmkWZVOIX5PBagAFci8AkHMqo8//liuvvpqLzNRMau8DCXZoVmVRBgepgJUgApkUYEgZtX8+fPlsssu83JFsyq+ZhUMGK/9mqORVWjPtvXqtS8fPXqk7MywR1Uh3zDbtD3sTQHYvbs0VFVLQ1Gx2GtyNc2a5Z2rcVJt7ZFauBbNqvhynqqe+R3rlQyQATJABsgAGegIA/Exq9BcO+qo9h/7xxzjNeAyudMRMfVcl1l15ZVXyuDBg2XTpk3O7NKscsrCg1SAClCBrCoQxKzyZygqZtVNN90kt99+u3z//ff+LJrPNKucsvAgFaACVCCrCgQxq/wZolkV7wa+bVY17tzZIUNH25ed3dqjoJx5KCoW/1pVyLdOzYd1q7Qc9tpStuEE48qYWAH/utl/veYXXsiJNp3VlvHjfX+y/lh/ZIAMkAEyQAaixUC8zKpbbvF+JJsfy0mmOvI38DrzOQywLrPqpJNOkgsuuEDWrl3rzA7NKqcsPEgFqAAVyKoCQcwq/NEBztMQFbPqT3/6k5x77rnyzZyvMPAAACAASURBVDffaNYStjSrEuTgBypABahAThQIYlZt2bJFpk2b5uWPZlW0GtAdaR/612WCudOR+P5zsf4UDCT8w1R8QdeKan76aa8dbY+AQnyYRN6oKcxi0qOHdy5MLuQB11OzqvmttxPKYE8biDW6/Hl2ffaPOEPa9vpYrjg8Ft/7gHXHuiMDZIAMkAEyQAaCMhAvswqdgzoNILZjx3qNuEztBBXSPs9lVpWWlkpFRYU0Nzc7s0qzyikLD1IBKkAFsqpAELNq3Lhxcvzxx3v5iopZVVZWJuXl5dLU1OTlzd6hWWWrwX0qQAWoQG4UCGJWTZ48WY499lgvgzSrEhv3GBkEowZT1AU1a+y2Wjb3/WZVy513BTJzkuXRHiFlt4tbTzlFYBqpkQVDyWgEnebNSzCbMKIJ0/15UwNa7WscM3neb1ipgWSf6x+ZZYyn7t33tdO7dw9UJ/5RVVqWzpp5yXTj8cR7iHpQDzJABsgAGSADZCCqDMTLrKqvF9EfwvhR3b+/14jL1E6YinOZVZiWaePGjVJbW+vMKs0qpyw8SAWoABXIqgJBzKpVq1bJa6+95uUrKmbVhg0b5Mcff5Samhovb/YOzSpbDe5TASpABXKjQBCzat26dTJixAgvgzSr2jsTYFDZI39gcrSefY5gxFGYdlum49jT55m8nnJKp/JpT7unBk9XbNuOPFLsEVP2aCmYXXoNHHdpBhPOOwdlxJpWSaYDxHX0XGxhiOln5MNvhiVLh8fb7wtqQS3IABkgA2SADJCBg4WBeJlVaLLl5Xk/Zk1DBQZWBkOYinaZVX379pW//vWvgsanK9CscqnCY1SAClCB7CoQxKzy5ygqZtXZZ58t559/vqxYscKfRfOZZpVTFh6kAlSACmRVgSBmlT9DNKv2dT4Yo2r/KCCM9MHoHJgbxujo3j3BbAnThstEnOZXR7a3XZH37t1TGjlB8mAMK/0Dzu7dBVPvwUSyRz+p+ZNqi9FYMJnsaQH1+khT49pmEsqj5yRsq6rb6wJrXQ0c6DzP1KHmHecNud8YjfYfpCJfqcyuhOsmMcR4DjvsyAAZIANkgAyQATIQTwbiZ1YNG+b9cDY/oBcu9LfnuvRzGLBdZtWll14qd9xxhxld5cogzSqXKjxGBQ5eBZYuXSrnnHOOYIpQhugoEMSs+vTTT+Wmm27yMh0Vs+q6666Tm2++OenaiDSrvCrjDhWgAlQgZwoEMasWLlwo1157rZdHmlVNYk81hyns7DaaGamzf9o6TINnf5ewX1Rs1mdCWgnHM2h42COO1PzBSKXOXh8Gkxo8LmMII83saQCx3/aLI0w7GqZWuus7R3DBaCsqThrXjCKzjCgz4m2/1tDcr4VtSvlNPeQxqqPl0mnH7+PZMcZ6Y72RATJABsgAGYgGA/Ezq1avTjSrHnzQa8hlYicMqC6zKl3ecmVWNTQ0yPvvvy/ffvttuixm/XssLo2G+mGHHSbdunWTyy67TCorKzuUj4KCAvnLX/7iNAUmTJhg0kXaqf5hbRpMrRUkYE2y6dOny5lnnmnSPPLII02ntit+2Ou3tbXJmjVrPG1+/vOfy7nnniuzZ88W1GcuAsoHndBRXldXZ7LgOgZjBgbNoWrSgI9PPvlELrnkEo/rXr16yT333CPbtm0LVHU//PCD0RpmV1cE1BfqLdU9YH+n13XVb1fkx05D89aRe9COH2Y/iFmF5/XJJ5/sJR8Vs8rLUJIdmlVJhOFhKkAFqEAWFQhiVk2dOjVhbUSaVU0CYwNmT7Jp6LDOko4ASrbukZolMG1StfEwDV3z008bsyfVed53+00wb5TX/nzCvIFhoyaVbv1mm5dOB02zdIaVP13VB7OT+L874HNV9QHTLbpMMX88/xR/Wmb/FnnxG1/QJeE8jBq76aZAa2D588HP0ehsYj2wHsgAGSADZIAMkIGOMhA/swqNyaOOav8he8IJGW1edlRQnO8yq958802ZNGmSFBYWOvObK7Pq2WefNZ3U2gHtzFwODlZVVQlGo8GIufzyy+W5556TiRMnSmNjY+DcwBh46qmnTPlc5khQs6hfv36yY8eOtNfF9ZBPdOyffvrp8uSTTxoTAGYbTKtFixYlpBHm+jCqYC5CF6R79dVXyzPPPGOm/sJ177777qTr1SRcvIs/uIwL17FD2ayy+TjuuONk4MCBZvF0TNuG+nQx4q+m3bt3y4UXXtil96waQrYhlWpfnxWu+vXnt7OfNW9RM6v85YqKWTV+/HjBcwWcuALNKpcqPEYFqAAVyK4CQcwqf44OdbPKG+XTvbtzPSMYJDCFYN4Ywwjnbdp8gCFjr8OUtI1nT2fXvbvAcEp6bmOT+V5HLCUYLfunK9TRTwnfwSxKsaZTquv5vzMjznRUWZKp9zSObZwFub6ae5p313SBmra9NSba/jxpXHvbOmDAAUaVxrenH0yIc8EFgtFXHG3FDi9lhVuyQAbIABkgA2Tg4GQgnmbVoEHtZhUaAgFHJPgbfkE+hwHfZVYdffTRkpeXJ6tWrXJeNldmFQwVdExrB7Qzczk4qB3hMGOqq6tD5QBTdcEEQPlcZlWqRGGWwUwIYiBoOnq92267LcEwwjplp5xyipx11lmSn5+vp6fcJrs+1qJBntB5/+WXX3pptLa2ChhCeZ9//nlpaWnxvsvVjtahPdrqUDar5s+fb+rn1ltvNUzjngOXJSUlMm/ePPnlL38pF110kZSXlzurbMOGDYI1idRI6qp7Vg2hKD4HNG9RM6uKiooSnuVRMav69Okjp556qixbtszJEM0qpyw8SAWoABXIqgJBzCr8NrBnPcilWYU1hrpqJFCYdhXi6IigZCN71CzCGlYwqWAQwZjxXy+IWeU3aMworCRT35lRRNa0dzBXkFfNj222YFo7e+RVstFf/jwH+RzUsIJ+mieXmee/FowhPT/ZiDZ/HP2so9OM5j16mBFxuj6VnpNs65mOavj5ttDRTPeYpF6SpcvjB2eHFuuV9UoGyAAZIANk4OBiIJ5m1YwZ3g9n8wN67NiMNTLDAO8yq7777jtBZ3Ntba0zrzSrEmVxGR2JZ6T+hJEFf/zjH82II3R0d8SsgtEDwwed9y+//LJgNFO6UFNTI4MGDTIjZb7//vsDTn/77bdNepgiMF1Idn0cf+ihh0w6GKnnz5fmAcbY1q1b010m49+76vBQNau07mBIff3110Z7NaugCQzZ66+/Xvr373/AlJMwLl966SUzkg5m5OGHH24YoFmVGYSDTAOIEUy//e1vvQxExazCswfTRO7du9fLm71Ds8pWg/tUgApQgdwoEMSsmjJlivzmN7/xMpgrs0pHNBnDpotGAnW0bWUbJs61poqKvXahrsWEKfzQRvQbQjqVIL5zmTUwWFwjoWCy+PONNaDUyMEWJpU3Cquo2Jgz9vdIwx41BGPNn2ZnPkMnNcOSmXodNauQH5QTBp5T+w5OW9ih8lVVC8xANSptLb39Hj2yn69Mlplpd+k90SHeqD21JwNkgAyQATIQGQbiaVZVVCQ2JC67zGvMdfVOmB85LrOqrKxMKioqBFOBuUIQs0qnjcMoDJgoGGGDfzBWdHo8GBaYJg5Ti+laTzgHHeFY50gNDjUSdJSGbnENDTgXcRAXaeAcTIn3+uuvJ4wc0vNTbZEWOlH//ve/e2mdeOKJMmzYMCkuLvaiqpmh+dFtR0ZWYN2me++914xmWrx4sTGqOmJW6eglrCuUbJSLl+H9O5s3bxaMakg2EgxmZc+ePU35ta78aejnZNdHXrD+FqaQg/HpCqNHjzb1NHPmTNfXCceUJ5geK1euNNMtghn8w1phmzZtMuevXbvWWx8L3914442yE415KyhP9igq1zGtX399oM6mTZtm1t6CIYN/WIcLx4Kuw6XXw2hBMPXII48Y1pAWTKAFCxYIRqC5AtaLwrpRWD8KzLnY1HiqW6r7UM/VrY4QsuvONqv0PNdWRz/+7ne/MyOwhg4dGgmzSvV21bnWAe5v1RQm6qhRo7w1zeyyol5QP6gn1Bd0wrSpMOqQfkfufzvdMPtBzCosfI9njIaomFV4RuA909TUpFlL2NKsSpCDH6gAFaACOVEgiFmFEbKY2llD1s0qTIV3+OH72luYCm/evJw1XtXgSTayxzazYGKYthvyjxFOWBfJ6nhQMwfnucwqTE+nRog9ZR4MLBhZmhb27dFTZhSXz8zzm1n4bPJqjcQKOq2eXjfdFmVSc8eYYb48hTGr0l0zG9/DKMMUgBhNhVF+YAH7MCX9615lIz+8xsH119usT9YnGSADZIAMkIFoMRBPswott7w8rzGBRWIzFcIA6zKrMAXclVdeKevXr3dmtSNm1WmnnWY6gB9++GHTkTt2/8gyrIcFgwWd7WeeeaZZM8lezwiGk66bVFBQIMOHD5fzzjvPnH/HHXeY9ZaWL19u8gdzSddGQjxMXWanheskW3/LX0CkhY5nNULQ+Wyn9fvf/94bTYIRAejQvv/++820aPgO604hr8hzkPDhhx+a0SfIP6ZRgTHiN0eSpaPT76HDHNP6BQ0wHqA7jASU1x/27NljpoFMl49U109m9NjXUiMFa5GlC3ruNddcY7TG2mD+esGIMJhs/u8was1eFyeVcWGbGa4ywIx68MEHE7iF2YF1v6Cpf1rFZOXSPGCEG9Z1gkmCe+S+++7zTCsYu37DGPcEGAefMBux7hjKCwZsNvW6qluy+1DPs7c6sgrlQXyEoGbViy++KOPGjfMMYjWvEL8rghppyFtH0lS97frVY9AfUxbCdIJpiH/YxzXwrME1NaA+UC/QW+sM58MwfOONN4w5GjWzCuaabQhFxayC2TdgwICEKQpVZ2xpVtlqcJ8KUAEqkBsFgphV/vdMts0qs+bQz35m2loY3RKmPdQlcWA6/eKIffl4daQzH35TSE0oHRVmj66yR035y2Wm0tPp5vabU/aUgPZoJRglamqZ0Vw+UwhlxygrPQfXVT1sQywjI9aKitsNK0yFaOXNNqvs45o3bqPVUcP6YH2QATJABsgAGSADhyID8TWrhg1rbwCgYbF6dUZanGGgcJlVGCUCUwCji1yhI2bVscceKxipYwcYJBhthc5gdLbbHfJo8KKzG9/ZHcuIn6zjG53W6MDHSJ7t27d7l0K6MDDQsYyRBUFGvWhaGFmB9Zs0IF8ffPCBt1aPPcJKO739+dW4ybYYDYTraIe4yxxJFhfHdd2pjl5XDYxkJpHmA6OvMAorWUh1fU0DJoldJ3ZamJ4M9ZzMNLPP1TyjLmHsqcmGOr3rrrtMOv7vUP8wgHANe/SWq75cx7QMtmmHNRkwPR7StbnFKEGM4kIesN5TuqDXQ95glthmGvQCy2DaNmSUFzBjrw0BLebMmWPO94+wU91c92GqPH7xxRemnMgD7neMzLJ1SBXX/i7ZPWuf05H9TJhVqANdm0vzArMZdYC6trVWXfx1puY7DKyomVUYcQpTXUNUzKqLL75YrrjiClmd5H1Is0prjFsqQAWoQO4UCGJWYVrX1157zctkNs0qnUIPRgtGs4RpC3VVHGOaoZ0HsyfJ+kRm3Sg1mewRU/uNLphDyI+Z4s86zzaf8L1tIsGk8uLoSCjNg2WgQaNk0+PZRhfOU038o7Iysh6YNQ2hGfW1XzuMtjIGmmWeab64ZWcYGSADZIAMkAEyQAbIQBQYiK9Zhc44q8EhQ4d6Dbqu3AlTSS6zCh21MGPsv8a389kRs8plpGDNGxgMGMHlWq8InfUwOfyd466ObzUr0KmMjmR/0NE/6Kx3rc9kn48p7zD1HwwH10gl2/yw13NS48FVVjt9ex/mBkbhwHjQKexc5ogdx97XNZ+CmiN2XDUwsHUFrFV2ww03pOx0T3f9dFpqvcEoCKKb5hkjkXBtO8BERDquaQ3RyYLvwI4GV325jrnqQ/MBo80fcC2MsNHRg/7v7c96PXtdKPt7NQLBI7SEIYVRSyiLq96UTT8Pmt8gGtvXR3qvvvqquRdwTfyDcYWp8mBiw7wNElz3bJB4yc6xzSrNl2vrN4xUb1sHPZbs2YC1t5C26m0z7TIksb4X6tN/7WRl6YrjQaYBHDNmjPTu3du7XFTMqqKiIvOega6uQLPKpUo8j9XX7pUFn34iy78K/oc6tWXbZM6c2bKxpGFfodtaZfu6b2XCuKmxE6Fg4yp5//1PpK7BPeVl9grUJuu+XSpvvfGJVNeUydxPPpNl6/PlwPHVXZuj6tp6WbJupwR7a7iv3VJbLDOnTJTNxe417tyxMncU7+Qd61fKZ59+JgVV+xkNeLnGur2ycsnn8uWKtVLX1BlV0l+wqaFW1n29RL5a+b3UhrxWELMKMxJgZLuGbJhVMF3sNZ38I4/CtIk6G0cNpFTrOyU1qxqbzFpLxuiqqjbrVyW0HXv08EYdGSPLMqXwWfPuGTww7154QTwDrVs3SZovn6Flm1VIt+m9CQntWHzW63XZtqpadCpDjP6ypwjUtb267FrWVItMsympsUpt2AFIBsgAGSADZIAMkIH0DMTXrELr7aij2n/oY1rADIQwELnMKqz7g45cmBau0BGzKtnoHVe6esxlEuA7V8e3GlswvuzRTpoWttrpDFMjVdDp7/Ly8gT7rgBDDB3YaiLgHO30tjvCXXH1GDo5MDro8MMPN1MO6vFk5dbv7a12jLvMG/s8174aGNoJ7z9HDYFUne5Bro8OfZgnmGLNXrcKRgcYwnfQMohummfbdNJ8Y/QR0gn6nau+XMdc9aEjq6DNRx99dIBxpnlKt9XruQw2xFUWlevKykrBSBR7HSn/NTB6DDrY95zqZh/zx0v2GZxifSxMbalrOSF9/MM6c2qyJouP4657NtX56b5TNjUfybZ+dlVvmzU9hhFUrvXeVDu9T/B8QX0kez5oHfmvna5Mnfk+iFkFU2jVqlXeZaJiVmGaWTwXMJ2qK7jMqvrKXfL4tRfK/13+gGzOr5LaigIZ/cxD8vCw0VJUmfi+am5okLr6BmntTE98c5k8ctVA+a7EbahpvptqK+Tfo5+Vv15ymyxeu0vaWptl2cy35IoL/ibTFq2Vxsz2R2s2IrttaayVmZPGy7Dn20f4pctsY22FTHr5Ppm8tkyWTnpbxk2bK5s3rJQ+fc9PF7VT39eUV0tDTX2n0rAjN5VtkAUrlsrY1+dKff0+s6q1sUZWf7NQXn9jtNxzx99l/qrNYs/Iu3XNGhk3YoSMfOUVGfHCP+Wl8V9LcUmhvDwcx0bIkMfHyoYt7etn2tdz7zfJmJGvyJx5i6WqeJ306XWj7K2rko+mj5Vn3v0qo2ZVU22lzP1oilxx21D5cvUP0tDcKqsWzZGHbrlcnvjgW3d2DzjaJJOmzJFFcz6QjYXu58UBUTJ+oE12/7hann/0IVmxvaJDV8Pz4YvZk2XUmPekuMa9NmyQBGsKN8r9V/6fXHfvC5JfWibzJ70uF19ynSxYuVnaWmrk/RcekktveEDGvT1KXhvzvhTtTXetVinHOru+EMSswjTWWE9UQybNKpgY9vRwmJoOU9iFaQN1aZyqam+NYnsqP/81bPMIppBOA4jzdCo+GFr2iDE1rRAX58GE0mM6EkuvY08ziPWg7BFTyQw9Oz2TrmMkk67Fpd9nRPOqaq9uzXSK+w25jIzmomFlzE8YgahTo7E1BaPyxG36DipqRI3IABkgA2SADBzaDMTbrBo0yGtYmDnIHQ1CbeSF3Ya5QVxmFf46Eh2ydgennaeOmFXa0WvHt/fRIY5OXkwFNXv2bDMlXL9+/UyHeJCRVWoe6HpRmFbQ/++qq65KambYedHOa4wqSmbU6Tm2yaDH7I5wO13/Pkam2NP/6fcuc0S/s7dYU+ixxx4zZbJHeNnnpNr3d8L7z003siro9TE6R9f3wRpL0EfXmcIonZEjR5pRKA899JAgzVQhVZ6zaVbBLBk8eLDRHkYJDDesvQPzESMSwXOQoMwkKztGH4IxNT7UlMUoIEyb6GccnzGdJPJkc5hKtyD51HOgMZgdMWKE/O53vzPXueiii5IaxBovk2aVPUWiXi/ZVvW2tXEds+P7tdPz7XvfPr++vt6MltQ6s7/L1H4Qswr5ss24qJhVJ510khlBu2zZMqc8LrMKJxav+Uj6X/Oo1LW2SWtTlcz4YKqsWP2D1FRXGJO3pLxKmpubZP3SBTJjxhzZVV4jrW2tUl1RKgUFhbK3tkEa6mqktKREykqKpaikUlqa6qW4oEBKyyqkuaXdWWqsq5YtGzdKXVOzVFWUS2VlhZQWF0lRScUBHfxbln0ojz49Scoq9xkdRdu+l1cevV82lDUJnIi9FWWSvydf9tY3SXNjg5QWF0tJcYmUlJRJaUmxlJRXS3lJkRSXlJn3T0lRoZRW7JXW/W5bU0OdFBXkS0lpuTQ2t0hDTbUUFZVIfU2l5BcUSJXDYGltbpLiwnwpKauQxuYmqaook/KqvVJaVCCFhcVS39QstTXVUlZRIWUlJZKfXyC1Dc3S3NQgxRj5VlIqpeVV0tTcInsry42+ZZV7pamxXkqRP+w3NUhRfr4Ul1VLS3OTVJSVSGFxqTQ07esYb26olYJdO+XfUyY7zSqMMinYUyD4LWI/PVsaamT+e/+QD9aUSEXhDpPHproyOenU/5Pa6grJLyiU6po6aWtpMvpVVFWa/DW0tEp9TZXk7ymQvTV10trcIIXQZ2+V5OfnS1FhoRSVlEtDU6OUlxRLfkGJx19jfa289+zb8snkedLYjPy3SVlRgRQVlxiTpba6SgryC4xulSUFUlTq56DNcIY/NiivqpW21iZZ//Fo+WD6BNlVWeeVb/v61fLei89IZWOrlK6cJBcPeVcam9u5+2LpKhkzfrosWbJEXrrtr/L4RxtlS8FuueFfE82xFT9sk70N7e/M5uZGKSsvN/+KCgpkb12D1FaVmfqsrgNvjbLzp21SXl4pbVIsJx97k9Q11sjiRTPl2Xe/kta2FqksKzF81ja2p9vS1CDlJSVSXVUphQX5UlhcLi3mHdcmdTXVRteKvXXS1tYiJYWFUlJWLiWlZVLf1J7GtMevlTc+XSu3PzFKPp0zQ7aV7BsZ/dNH/5CH3//G097eaaqvkYL8PVJUUiZNLa1SW7ZJ7n/+Tfn6+23Sar9j21plb1WFqZPa/aPWMJIIGpRVVElLa6s01FabtHAvga+W5kapKC2WouJSaTT5bJXKsmIpKCyS2vomwT1TXorPxfvqpK1N6mtR1kKprMazpE2krUUqSovkh5XfyKv/eDzBrKqrLjecYTSZ0aioWOrqGwX3QSHKVFpp0vh6wcfyznuTJL+00hzHCKvmxjrBHxfU1DWYZ0ZtdaVJq2JvcvM0/7vZcufQt6SxTaRm93dyxz2PyoqNu0xZv5vzjoyZu1a+XYRrvS8/bs+X/MJiad7/TIEWeOYUlZZLU3OzVBZtlkceeUqKyqoSRsEFMaswWr6srMyrxkyYVTBHdOSSGiZYiynZdHth2kSdiaNrTunIqGRp2WaS69y2I480hk3rGf3a2437Z+dQY8r+Dun5rwWTymiEeFgreX/8xrXrDjgXa0HpOlt6XrKRTAlrX/3iiIxpbxtsyFNGRnLRrJIEFjHyzrdmmJ8rfj60O+JY/6x/MkAGyAAZIANuBuJtVs2Y4TUWTGMAn7s4hAHHZVaNHj3adL5jHRZX6AqzCg3bd955x4wUsUdHwNRAJzg65YOYVWpU2Gkk23eNvLHLp53Rdoe2/T329Rw7b3rs/7P3XsFxHFm+t/blxrxsxMbeiL13nvZGfDszu7GzY3ZWq3EaSSONpNHIUFp5Q4qk6L0HAXoQhCe899572/Dee++992iDRtv/F6eAahSaDaABUiIIZkWAVV1VmXny5KliZ/76nLNZOb4eCmFHuY2E4f/4a8bCKt7rhuowFEaRr2+jPb8Iv5G3DS/HRjmrttM+eVHl5eVxQIfADkEq8kojjx1+7LYaF+oHLzPt9bfN6jF0zdB4GTrH60E41tQ22W5GRoauT0J7O3To0JYAh+rg29uo77wHEQ8++PuFbW10LLTDzfSmr8fNPpMeeT0QSCOgS+0bGg9hPXsRVgn1K+wrHVN/+THTv/Z9fDYGVlFYSvLI47fdAqtIruDg4HX52ngZab8RrNIuT+L0R5+helSK+ZEuJKfnoLyiCoVFRcgWZSAqIhKl9e1ICXbGtet3Udk+jL6WWhSWlCAtOREp6TnoaGuEl6c3oiJCERiahIqcTORnpSMhKR2dI4s6MeZG2+Fmbov++QUUJMcgKiIGBfk58HX3RNPY+nCkBKsuXXNGWUUtWltaUJyVjAdXr3CwamlhCtXF+YgLC4RHeCYWZkYQHeQPL88AhEVlIDM6EPcco1FRmI3gAF/Ep4qQL0qGu28UphYkUMvnkZeZifxsEeKio1FW14qhjnrcunEfrS0NSIqJQlxiJgc/dMJDg5HuFqQnxiI4NAq1zd2oFEXBLTwdZQU5iAoJRIKoFB0NxfAJikC6KBeJUSFwDUzG3OwoooM84eIdisiMMtRXVqCwpBiijHTERMeivKoB4T7uSMwug3hxCmF2tyGqbEd/Ww1yCgqREBONgvpOLMyOIiu3FAWZabCzuPcIrNKol9FcVYLY0BDEJIswKginxsOq8JphVKZGIK+yFhLpLH794htorK9EYkwkomLTMDg6jvQAJ4QkpiDExwW98xLUlxdx+o3NKsHk9ARCrEwRJspDRLA3gkOC4RMQiamFBVSm+CIgpUQHkeanhmFy/hIsbT0xL5VhYawPuelJCA0NQ1ZRM0Z6WmB7+wFah6cQb3sP2RXNWMMyQF9jJcpKC5CVmY6YqBg0945C5H0fl6/fRmXv5KqXnxa11eW4YWKzAg1krXj37btYUqx5vRAwVam1UImHYXXbHosqDXrHR3HCMR7tnd0ccBSCPen8KGIjgxEUm4nM+FB4+0egrqYcyV2tVQAAIABJREFUiTHhCIrKweLcNCL8fFFV2wSNdlIPVpWjp6kFJTlZSIsJQXT1CuggO1penEWkrycS0zKRl52JIE93FDQOYXp8BBWF+cjJTENAQAzmJIvICnWBnU8kEtOz0T2x9gzZHnoP5r4JuOQQD8mSTOfp2JtyzyCsUiyOIievEDlZIsTFxiG/vB79zQU48O05hKeUQilwlZTMT6O6pAAxQT4IzqiCRqtCQXYustNTkJqZi77eTlRXliEnMxVe7jFYkMnQ21qL/Lw8JESGo6i+CyONpSgoyEd8QiKySimqQDvycnIQFeiDqt5ZSBcmUJiXj+yMVEQniDA8MY3m6gqUlRQiNjQAphcvrYNV493VuHXZFHV9k+htqEB4aBR6hsfR01aPtKQEeLp6oG14ATys6uvvhZvlHdSMyCCZHkB0iB/yq7sw3t+NirJiZGWkIiggChMSwyEkJXODuHHmKvoWFBhqrsDFQwfhn1HLAcgw+wdonV5CTUEqHJydkSbKhr+bC3Lrh6DVqDE53IvcjGT4eAeiuWcQrXlh+O3rn6O0oQtKgYEZA6socsFPf/pT3evnicGqySkuDxXv/cHDFPKsEoa+28n850mX4QELgaTN6hYCAkP3Ut+EXkVc33ng9KMfreSy4kMAUmhAA9BFB86EIej1vLj4cus8pvSgGH+PcE95wYTjILz2JI95MEbwjoDak6yb1bW20MKHXuTHdMNQkQbsjOlxTY9MF0wXzAaYDTAbYDbAbOD5tYFnG1aRJ5Vw0kCeVk9428nDYQhWbSXW48Iq8rghTxBa7KZFVGtraxQVFYHgGF3bCBIYWvguLy/nvFs2W0Deqj/8dR4IGONZJbyHL2eMDPy9G4EG4fmNFr0JHBD4obxfBE62u/EAhzx0DHkC8TCKhxP69T9u+3x9fNg6Q/mf+Hv4/WbQhe+PIfBj6Bo/BsLxMnRuIzvkZaI9QSUKiXju3DkQaKXxu3Tp0pbjwre30Rjoe1Z1d3eD4OFGYyKUSXi8md6E9211THoUts2PnSGdC+sy9MwKr2/3mId4pGeSydiN1/dWYy6sT193fB0beVaRdyB5ym303ArrflLHxsCqtLQ0HDhwQNfkboFVOoE2ONgIVgEaxNhfgHNsJTrqqlCUmw0vu4fIrG6HRqNCWUoArtz1QbEoHmFRcZhdnIH5mdPwSxAhIyESd6/fQHZJFe48sEVmQQkaaypw4+Ah5JdVobKqBl2jYp1EWvUibn32BTrFcuRHhsLTKQBTEglSXK7jVny77j46IFh14ZIdcvNKUF1VhaykKJhfvszBKuncJMYmpzDWUYJ33/4WC9IZRAf4wMM3Ec2tg2gRBeDDQ+4QSxaRHO6FmzbeWJgdwb0Tl9E4MIqB8ihctYrG0vIyGvJiYeUchO6eTrz55v9geF6K8e4GeNpboG5c6IGhwVhfN8ZGBuDn7oqgSBHas31xyjEB5IXSXpWNqyeuoKYmH3ccPFHRNYm50Q58+tKraByfQkKYB2wDs9HY2YM710xQ0z0MtXIJGdE+uGMXgJQgD0QkZkIsW4T5WVMMT4zC6uIZhCSJEO1jhwvWYUjxsoR9Sis0agVy0hMMwqqezl4MtJbDytUb2U2TOp3ysIrCAFZGuCMuIxPzkhn8+sW/YHxOjNnhNjhaWSE6rRYFD8/BI7UQAx01mJYtoa+nH30N2bjmGIK6vjkknPsrPEq6MNzXgqriTLi6uKB3To58V0u0jAvDnilhZ+OFjLRiTo7ZgU6MT08jLTYKt244ApplpPo7w8rDH8H+URALcwBpZbh95gba+sahUS0hM8IVdx3T0JHshejEOMzKeaylQW1VAcyuPgTnxKfux3tv3VwHq7jGtUrkp6WgtH2E+zg1NQ47Oxd4uznCwTsOw5NrdqqWTiA21B1O8VWYn2zBx389gq7ReQz3tuDEtyewKF+Gi5090kT5UGsehVWRru4ICIxCW3MF4uuFIZC1cHtwGyFJOVhelqMu0wdHTtsjPTES5vedkJOdgTP79qGkdxodada44JaM3uERzEjWvpeM1mXj1u17+NtnpxAcm4GpxRUb3QhWlYU7wyG2mPP0qS/Nxt3blhge78Dl+35oH1zzgiOlkLfj6OgY+utS8cFJB8jVUlw5fgX55ZWorW9Aa0kS7F19UdPYgsTQNPQPdMPh3nWExaUh2sMCp2xCkW51Do5hGaiua0RxZR1CwsIREpOOmsJU1PTNoibJG9fuuiA7MxlXzpkiPS0BF285YWZJiemhbrjcvbkOVkEtxb1DXyGvbQKtddVIScnGokyKwcFhzM9Nw8/sCHxTm3WwakqqgO2VI8juXoRKNo+sGE+EpxYi1M0JLt4hyM/NxKVPP0BS7RhnB/r/LMsW4W95HelV3SjJLUCky31csY+AQjYKOys/LGu1HKxy8vRD/+QCauIdccQ8Flq1CnNT4xgZGYa/zT1EZldCPlqFl/ffWOdVRe0ZA6so7POXX36pE+9JwCoOVvBQ5oUXOIBD53YbpOLnXrw3E8nInzO0F8IqQ+Ht9EPyEUwShj2kMvx8cjOwwMvD30t7/fCEHNQS6Ji/dytPJvJy4wEiH5rQUF8f9xx5gu3W8X7cvu2m8kL7IhsgG9xN8jFZnt/FPzb2bOyZDTAbYDbAbOBZsIFnG1bRFI5yVfHAinJYPeFtJ4NoCFZ99NFHOH78OOf9YUjEx4VV/KLva6+9ZvBX9RstzBta+Obvffvtt0Ex8x9n4yHNRjlpqO7HzVlFoeIcHBwMhnEjcEEeZXyoN7qP7tff+BxcW3m16JfjP/M622jRvbGxkUuUffLkSVAIMf3tcdun+vhQgj/+8Y9BoRy32vTBgfB+Q0CKv27oGm9/W4ELY2AV3w7tKbwjgYrN7Ie/n5dBCD35a7TnbZHPp0Rh3Oh4uyBkM70J2xMeU9vkIbZ//34uRCdd04dVhvQqrIM/NvTM8td2sn+asGqrnFX6gHEn/dtuGWNglUKhWJcXarfAKrKvw4cPg943hraNYRXQW56A42ctUFxWjPLKKly9eAd1vcNcNWMdFbhw4j7yRPEIj4rDzFQfPvrbQVR3daOrox3NjU0Y7G2DhYM7GjsHAK0SZWmxcLG3gbWtC2pW4cCKTFKYf/kFOiXLKIqJQWRALGRaoC7mIc74rX9vPRoGsJkLA9g2s4zBzkaUlxSitiIH+/78BWakM4gPDUV00kousaHyKHxzMRFatQKleSmwdgsHtEvwOH0FNX0jKPa7gqu+1ZxIMz0VsLAPRlNTO95+7yvOs2dxsh8R/g9RMrDm7aVVyVGanoHywjw4OToiIDwZXfkBuBpZznn0LEz0weniaeSW5sMqOAYNoxJAq4Dd+y8hvXMcyXFB8M3ugVIyjgOHz2FqZg7QalBfmY/LN60w1lYMS5dINFTmwymxATMjXTj00deo7epGZ3szKhs64PjZh0gZlnNh0wpysx+BVcvicaRkFSE/Kwl3HX2QVr0CZqija7BqDrXRHkgUiThY9V+/e5/Tg0YlRlhgEAIC0lH48DySm3u584tzY0jNKkZxVgzOWAWjsnMKSeffQcbkiueSfG4A7u5+SM+vhH1ANqRLwnxkBKu8V2GVFjWpKagoLkBQUAhu3XjA1U85qA4c/BTOhSv2xp2kfzRj+OKT25icXKAPaG4sxrkzLgZgFXlWlcLsmtWqZ1UL3jvogWVB6Dyqrr8qF5lZxZCu5rlS0w95JsbR31WNc+cdUVXXr2tauzSFlLRweBf0AJjH1x/ewoxYjtmpSVw4/C1mlxRwfei4Iawa7GhAuL8PrG6bwDq4bDXU30r1HpZ3ICqqhFqjxeJcOw5+cBghgd4wd4pFZ1c36ksKMbYoR5foIe4nGnqWtWhvb8Oh8/dgft8OaUXtHAzZCFa5XD6O2OqVsRxqa4bznTto729+FFZp1Rgc6EVefhGqC2Px5tcPsESeVUnRcLS1go2zD+paWiBKjIKTvTWumD5AWV0NTC6cRUldG7rbm1DW3Ivx9kr4ebjB0uIBwuKy0VRXiUBvd9y6cgXxpd1Is7kAS99UdHd3oaayFs25gfjypg/njTc3Ogh/y3vrYRWAZpE3bjhGoa6mGKUN/VhenEBZWSlKyyoRfO8k3GNq1sEqu6tHV2DV0jyyY70QlpCOB3esEJ6Yha7ubjRWlGBgynCuLo1SjqIEX9yz80VeQRE6W6tx4rAp2qoT4Z/ewoWypDCA/uHRXM6qyboYfHktAKrlJXTUlKG4tBzOFqYIyijH0kgVXj5wc0ewSqlUgv4P5LfHhVWUW4mfLxF02SjX0k7mPd9XGT7c3lbwhgAT3zcu7Jqex4qw73Sfoqr6kXBtfPnNoIIh7yryUuJCAZLH2v37Ojn4+mhPXl1G6WhRzEENg6EF9fpkVH2sjHF6/570JLRLCk9JdsfGjS0QMhtgNsBsgNkAswFmA8wGtraBZx9W3b69fmJQX8/P657IfidGZAhW/e53vwMBq+bmZoNyPS6s4he6hbBA2JBIJOI8h4SeHHTd0MI3hdX79ttvufupnP7GQ5Hf/va3iImJ0b+87jMt6lKIOvJaMlQXeX2Zmpo+Ev6MBw8b9WddI5t8MAaO8PmkjIU8hprjdUZQrKWFFjPWNvK08vb2fqSP/B3baZ9gG8lJ462/URhAyjNGIR+F+XT07+M/bwZdeHsi+9DfDF0zNF6GzumPB9mSra0t5+FkqE/8/duBVYbGgPrAPwOUm4za5e2YPIpofAx5xPn6+uLXv/41HB0dQeEXadtMb/q64j8T9CX4S7nr+Lx11F/+eaS27e3tN7QRvh7aG3pmhde3e/w0YRU/Bhu9H+hZovHcLlDcrg6E9xsDq0ZGRrg8N3y53QKryJ7ee+89VFevQBhePn6/GaxanOrB2U/+B97hKZhcnIXD1evIrOniFpD76zJhZhWM8qw4hETEYEY8B9OvvkBm11o+FeX8gA5WadUS5CUUYXq0HzFhYYhKEebQehxYtZKzqr6nFw8d3FFT3wrxTC8+2Qas8iRY1T+Cjiw3HDUL5fo3WJcN/+gkDIwMbQqrRmvjcexCKOZnxhERGqyDVZfDSjlIMjvaA6erpmhvLoJVQBQaRsTQamS4/uZf0D83o4NVmuUFnPv2CJpGp7nQYbWlItxxTIRaPocHpnfhZHYJ4+IlSGZGYHP6OxT3rXoqaVWIMfkCVxN7uJxGBblZerBKA5HltwioGMHUYBNc/MOMglW/+d17nB7Uy7OIS05GdHarAFZpkOV8HmHVo5gdqIaZa/QjsIrySCV6e8DP8jxqBwfXgRmAYJUHMtKKAFkz/vyaBee9k5OTuwqrFIgIikRjXSHe/+M+jC7x3lJktVIc+PQIhiZmAK0KrXWpuOlVZgBWAa01VXhgYoY5hQZztWGwTajgxmR+pBsycrdSzMDZLRzFNT1cX6l2tWIWcrUG2uVROAZnoKln7cc5G8OqKaNgVWFVD9o6BzA62ITX/vaAywfHP4cEqzJ4WDVZjTM3/JEUGwFHtwjIBJ5lhmGVFskubmgZmoaZeyxCo+MQn9O0KazKtL+GBzEVXL+7W5pgZ26LqenuR2CVdKIXsaHeyKzqhHi0Gu8ftMGSRo7s8npMjXbBPywS0WGR6Ort5XJWuRz9EkmF1bC7dR3lnWshrusSMjE8NYPygnw42jxETXsP+geG0ZUfiBP2yahLccM1uygsr4YflPbm4e3PzSBWazE7MgifB3cfgVWS2QGc+PwwwsMSMClVIC3YBUHpRVwerSyXK3qwSgkHkyNIapmBUjYPUZQ7wtOL4WNjiaj0UihWc+iplAou19ySIKcYN0ZaNdpq8rD/kyNIyC2DXCWHq+lpHD9qio55ArHkWSWEVbEcrBrvbYC1iR2GZucR62OHsKwKDlb98SszrAWkXLECYzyrKB8c/ZiL3x4XVvG5qfgcTdz8ZnKKgza7Eo4sinXzO/I62mg+pg+QuBB3evBBCKs0L72kq4vuFUIlOt6sLZJB6IWlX3ajz1vBto36xs5vvZCxq3U0OQWhjREk3tXy6j03TNZn3P7YeLLnjdkAswFmA8wGnmEbePZhVXn5+omGpSU/r3si+518UTMEq9rb29HT08OFODMk2OPCKuGiLnmjCDcCZJSLiRbl+cVx/jqFi6PzFIJMuPEL+2+++SZIdn6jRfXc3FwuTxKBEQIkW220KE95lUgGIayjxf/o6GjuGnm4CD2eDIGOrdoxdJ2HHfr9Ft7Le3f8/ve/x8DAgPDSto4TExM5KHfixIl1v4bl9b+R19t22qewMLSwTx5aBMj4jX59S+3SNZLDmG0z6GIISPF1GrpmaLwMnTM0HhvpjWwtPT2d65Mx4Rn59sie9cegs7MTpH8CH0KvEzrmYQj1Swis+HEj2xUu/m+mN15H+nuql4AXyUb51ShpOrXH2yV5wtHzYcwztZdgFemJdMu/H4TvLt6mSWe7DVZRbqhf/OIXumHeLbCqq6sL5OUpfDfohNwkZxXdsyxbgM/9y3AJyYUWWgw1FcDkoikcnVzg6e6H7kkJuqqzYXLlMiJFVeitycRnH+zDFZM7iE7NQkVRJg4fOAz/+Dwsi8dw5dABWNg5IyIhEz2TvAeDFsMtufjkT6/BJy4T3g/McPGqJTp7u+B+4yjeO26DMfHKsq5CNocYN3N8sO8I8hsGodWoUBzviU//9iEi0gvgbncfF67eQkR4AP78X68hJDYWpmdO4L5DJKampxDhYILXP7iE5r4heFiY4vjlB2ioKcWlTz+FTWAS1PJZPLx2DnfNbeHi5Iu6xg50FqfgD7//M1JLWtBTm42zhw8gJKseihVODel4E77ctw+2jq64cf0aTO65oiTeFe99eIDTU1BoOMo7JzHRXowLxw7jmqk5/P39EF/eh8nBFlw7/R1uuidiVqbAQE0qTpy7BhdnFwQGhmJErOS8rKoirHH8fjiWllXQqpWozYvB4a+/xk1zW4hqujDRU4Gv3/sA5rZOML97G9+dMkP/2NzqMGvRneuODz45Bi8XB5w7ex4eCeVYWgUgi+MtuHrwf3DPIwL+1iY4c/Ueeof68IfX34GpuR3cXTyRnZ2NhdkhOJz7CqfN3bGo1aIuzRWffn0Gfm42OHD0PPwj43Duvd/jomscpKt5eOY6snHJxA5N3WthB1eE0iDcwwGXL5qifbgXB9/7C+7aOMH2oT2+/uhjuNw4ibP3XDA5v4Cgy+/ine/uon9+LZdQd144Tl80hauzM4J8fTArnkWy200cPX0ZJR1junxNCvEkEoOcYHLDEvYW3hgZWwGpJh+/g9jmWSx2FcDEygXFbSvyabUaVEaa4/CJq3Bz8UBdY+uKVxYntBYzw824fvYY7vmloapMhL++8hFiCjvQkBWLfe+8i7hkEWdvpvc9IYr3w8//vz8joaASlmZncMbcFz6ebrh58zZ8g/yQ0TSqA2RUPcGqLw6dhoODB4J8fDC6KMd0Xwssr53H8eMX4OYVhPnFcThc/BLf3fLC2ILQG1uDYBsTfHvaFB8dOIf4tExMSxSY6W2C7ZmP8c6hayhpGlrXnlo8iOunzsLS1gHefoEobe5HR3UmPvvsEHwi86FYhUZq2Qxi/B7i5NnrCPW1xytvfIWcpkaYHTkMm4eOSMzIRU1uCsyumOGhsxfcAlIgXZKiNCUERw8cxM37tiio60Ki6x2cvHoXXoFRyCurQLivK27cuAsfNxfUDS1gcWYYViYncfTkRbgGxGN4cgIBVpdx8CQ9D644tf9rRGRVYVm9luRJKZch2PwyHKNX8qG1Fybi2Hen4eQdggenv8BJEzu42d7D8bOmaOgdR2OaPz748AAcHBxx/si3MHeNRHttMa6ePIYz567BKyASjW1teGB2BUXNj4YDHO1txb3rJsipXflO2JbqhXdPPeSgoEK2iHhfO5w8a4KqpjbEuJjhTx+cQmV9PSwuHMVNSyfcOHsUF2+7YnyiG1+98Td4R2dhQRe20rgwgJSz6l//9V9Xn23gcWGVEOpQjiQKBUfeHkLAQovplPOJC5N34ybnfUUh9vg/gj4Ukk/3t38/dz+VoT/hwvy6ev/P/+XyZG1nTqXo6tbJtiFMWxSv5KLiI2ys7qmssC2hh4vQo0yYK4qXd8tcTpNT0M9JxJc1tN8qhKFQTna89+AAwU+hXWzmucfGf++NPxtTNqbMBpgNMBtgNsBsYGc28OzDKprG8UlyaZJCYQGf4LYTwzIEq+iX+JQ/ijyNDG2PC6vIQ+nWrVvcYjgt/F6+fBkWFhbYt28ft9h/6tQpfPLJJ48s+vLw48UXX+Q8NihfFW1Un4uLC1eW8gaRhxPlxPriiy+4c9RGQUGBoa48co4W6iMiIrj8Q3xdJNu7777LyUuL9Pph63jw8EN4VvFt8eHhHumA4MRmXiikM2HeMDMzM05v1OfN9LXd9s+fP8/p7eWXX+bGjNqhPGUEqmxsbLixE4i84eFm0MUQkOIrMnSN74NwvAydMwSraGGd4BtBiZ/97Ge4cuXKOlsj+xBCDF4O/T3f3r//+79zHkykE9INPQukfxoHskMhkKLjuLg47jrpj+ybxpD6QffTubCwsHVlNtObvkzCz8J+kmwUso1AGYWO3MpGhPVsBav48RGOhbC8/vFmNq1/r/Azr29hO4bOCcsY0p3w/cC/u3ibJi9C+tttsKq2thbOzs66ru0WWEW/xCfov1Hevc08q3SdYQfb0gCFAbwcvuJZxRckWGUVSJ5VPKTjr+zRvVYLyUQrSrq6MLu8Svb2aFefRLfcLe8gc9Wzaqf1jU3PwjqshAtZudM6WLmnpwFjPKuampq4ENe8lI8Lq2g+I/QK0rzyKvC//te6hXThovqTPt72Ir3QsyolZR184udmQgjFe46R3EJAJPSq4sLxLYrX1cXniaJyRnu+LIq5NvRhn1BnVBdBPl5Wtt/ZQsVe0JvwuaM1C5Yz7Pm1hb1gz6wPzH6ZDTAbYDbAbOCHsIG9Aas+/3xtskW/EpwXJvfmp3k72+9kEAzBKgILn3766SMh4nipHhdWUT206Ozh4aHzoqKFX8pfUlZWxoUw4/Mi0eI8v1EZ8vigewkWPHiwkkOCrtMickNDA1cHf51gwsWLF43yqOLb2KgughAExAhg6G9bLXrr37/RZ0NwRP9eAmW0IC5cdNe/h/+81cI+LRLHxsbi9ddf5/RJejt69OiGucqo3u20T/frt0Gg4+DBg7px5mXdam8IHPBleODxfYcB5Nvj+0Sh8ggQkS1S+D1LS0uQ55kxm9BmWltbOQ8m0g2vH7JlIagS1kkegmTXZN/UNv/sGCqzmd6EdRo6pn4SMCBwTHLxbVGoTGO8FKnOvQarqE/8u4bsWDhmBM/pudxtsEp/bHcLrHrnnXe4Hyjow39eXgareE08mT2Fv6vL9IdZQAbmpCs/RNFq1RhozIe1VxAqu6eg0a55hzyZVndbLVpIFmaQHhWN5vqmdR49u03S3SCPalkG34eWiM3Iw5JCPzic8RKSZ/r63GDGl2V3Pn0NGAOr9KV8ErCK5jQEctZBlV/8EpoPPoD6zBmdl9S6HwHqeS3RNd6TivPC2r9/zdOKvLHs7HSeWLxH1vLk1I6gDQ+SKBeU/nxM2A+CAeQRxcMjHkpRjiD+HPWZvMv06yEZ6X66Tp5W+tc3+0zQgcqoeQ+zTz/V9X+zcuzac7bIQ+EAV22M7Ex95uy27IzZy3NmL89wyCZmq8xWmQ0wG2A2wGzgSdnA3oBVAQHrJl5ISNCf4+34804UbQhWkRfRoUOH1oXUEwplDKwS3s+OmQaYBtZrQAirCCru9o2AIB8GcLfL+jzJZ0zOKgpdSTkI+W23wKrPP/+c89QjyGpoY7DKkFZ2fk6tlKGlvgb5eQXoWw11SKH7hno7UJCXj5aeUShX8+PsvJXdXlKLyYlRVDV2YGFp5/Blt/fyScknX5hGQ1UZ8ovKsSBbflLVsnqeMQ0YA6syMjK4HIR8154UrKJ5DYUmMxTKjuAQLaTvlhxLJAst7nPwSbCAS2EK6Tz9cTmoVr2l+Pu5859+ui7yxqaAYHIKG4YaFLS7kzkhK8MWbcgGCOLyNksAlXlXMbtg7wZmA8wGmA0wG2A2wGxgYxvYG7CK8iYJf/n37bf83O6x9zsxHkOwaitBGKzaSkPsOtPA5hpgsGpz/bCrxmnAGFgVFRXFeU/yNe4WWMXLs9GewaqNNMPOMw0wDTAN/HAaMAZWUS5ZisrAb08SVvFzG8rtRB5KvAfTurkUgSDKX3Xj5lMLZ8d5Rq3O7/h8WsK8WFzYPoHXFgEAoQcL3x8Cc1vmomJQinn7fM82QPbK2+Sm8PR7loN//tl+4wUyphumG2YDzAaYDTAbYDbwdG1gb8Aqmsn96le6L4D4f/+Pn9s99n4nBmoIVlEuIS8vL4yOjhqUicEqg2phJ5kGjNbAswarjO4Yu/EH1YAxsIrCOS4sLOjk2i2wivJoubu7Y2BgQCeb8OBZhlVqpQTpYcGIjEvBshbQqpZRIYqGlWM6tBoVRnrb0dk/goLkcETnVED8DOZOkkwPo2twFNOjXXC4fhWt80uoyopHWFgMDGe7FI7uyrF8cRD+bvYo7Jc+enGLM6qlRQz2d2NCrNzizufrsnJxEOnRfnDP6WBhDh9r6DVoLk2G+Q0PLCh3Gh5Ti+qmTnQMjuvGYlkyjcKsTJRVN0O6LPDu0yyjo74BEq4tLeYnBpGfnYnCylao9MJzatUKdNRVIDUpDb0TK+92tWIJnU3VyMjMwfDUAteeSiFFY3kBcgrKMD4rAbQa9DdXITk9F3Pb8Cw0BlZRjlvh/zPfB6wSznG4kHY+vuByPwlzAQt+DPg04JXQW4pf6Kc9yWIovCCF9ROG/uOAll6eKmG/2fHTXYh4nvQvzJ/GvKuY3T1Pts/6yuyd2QCzAWYDzAa2awN7B1aZmKzBKppYtbc/1pS78XmYAAAgAElEQVSaL7xdhdL9hmDVT3/6U/z5z39GfX09X/W6PYNV69TBPjANbFsDDFZtW2WsgAENGAOrKI+aMNTeboFVL774Iv7whz9w+esMdI3Ll/Z3f/d3XA4wQ9d/6HML89OYnpmExoiGh6ri4ZzZgomJ8ZX7tVoMN6TjyyPeUCuXUZEdj7zqftRkBMMrXoQZmWDR2oj6jb1Fo1ZicqQDT752LcbaSpGUX46phTk4f/UXlMwo0FiYA4dbljA2sKlaKUWq1zWENswZ2yXdfbKZIeRlJ6N+WKw7xw6AJOcANFTWomtKskvVoUbz4AQUKvUulW9NrCVJP47uO4MpxeawanluDJOTE1Co1+7TquTobCjDtet3cP7cJcTn1UOtUaEwLQ6ZGam4f+suokXVWNGCFlUJ/tj/1TH0L6owP9iK1FQR2rv74HPnAvyzhHMENYpTE5Bf2YCRnhqcPHQGfdOLqC0vRHpWMdrK0nDOzAVipQoF0b7Iqu1CXmIkvAKi0dXRhrKKSvjcPQX7sNK1jm5xZAysopyrwjnD9w2r9Oc75NVEocs077+/LpweD4zIw8lQDij9ep7EZwr7R3CKg2VGhCmkMIfkEcbluhJ4Xj0JWVgdbLFlxzawKF7n+ce8q5gt7diWmPcd8wRlNsBsgNkAs4E9bgN7B1bl56+HVQ4OW0wVjbu8ky8RhmBVXV0dWlpaIJUa/rUzg1XGjQe7i2lgIw0wWLWRZtj57WjAGFgVHh6OP/7xj7pqdwusamxsRHNzM8Riw7Dhh/Gs0kC+JOd0o9VqoFQqdR4QOoUB0KgVKMtMQHBoBKa3yN1DXlTxdudwxScf4qU1r5+Zzjx8ddRbUK0WTXmR8E3KxvT3BKsWp/rhce8SmifnDfZLIMxjHCrhc+BNlMwo0V5RAqdtwCrKmZUffONRWKXVQCxd8c/SqlUgTxK2ba0B5dIizM5fQXxaAZQqY7Dq1nU+6TvEMx04b+GJ1sHpJ131E69PqZzAyY/OYHITWEWeko1ZMfANCMHQjET3nE0OdCHQyRrWYbkoyE5Aefsg1JpVmKVZQkZIMHzc4yBVayGfbIRNYArMjhxC7/wy8pISEROfCalKi8nKMLx66qEOkqsXB2Dr6o+2vjEAWrhe/AZu4bmI8HRBYcsEoJnH9U+/QdVgD05+cwWLWi0m2yvx0NYVjZ0r0RJ6c1xxz6/QaH0ZA6voff3f//3fujp/aFilP//Rwas331qbb/3oRyy83h5fKNC3A/b58QCLMHcVl4uNef2xxUb2DmE2wGyA2QCzAWYDzAYesYG9A6vk8vW//Hv1Vd0E73EOdvKl3BCsol9Izs3NQaUy/HtsBqseZ5RYWaYBpgGmgSejAWNgVWZmJr777jtdg7sFVs3OznL/zxAgMrRtBqsUSwtIi/DFzauXcN/RH509PbC5+C1Omvsh0MMBJ48cg7OnPxzNzXDdKgCzi0tYGG2Dj6sHfN2dce++NQrKaxDrdhdfn/KFWiVHWoAzblyxRnt7JY4fPga/wCB4PjTH0RO3MDA9hfCHFrh2+Q4a+iegWl10VsolKMtKhKePH6zv3cFD/yRMjg/B6cIX+O5OEEYmF3Vd42GVeKofVmaX4ZPdg6a8CNy8bwVfbx+Ynj0GC5d49DSX4eqpIzhy9BRue6egtjQbTvY2uHLmNAISKtBUEI+jx07h3MnjOHbDAftf/S3sYisw3tuIu7fvIy63HkpOPi26q9Lw3VsfIKm8CXNz08hIioHNPVO8//l5zMgkSPazx/kr95CXnYjblk6o618BCFqtGh1VWThx/Azi8+uQGWqHP/35CEYWJIj2sMOF2x6ID3bCvYAEjIqXNodVWg1qMsJgddsUV29Zo7x9UqcTglWZ7mdx1sIP7nb3ceHyfbR0diPQ8izevp0L6dwkXO5dh7unL2TTXQiOjoefpyNOnb+NgdYCWNhZI7t1CBHWp3DOLgAJkQG4fvYEwgr7IF8YR3pmBnz9/WFy9jREHTPoLIuFf5A/bt6wRVFJA0I8QxHq64vrp4+jbmbNDrUqGRL9/BAaGAA3O3M8sPdEZVEKvjl0DqKaDhTGP8S//GQf+qbnEOTmDBPLQOQkeOF/TlsiNioCFqancNMpA0rZHAoKcuAbEITbV84junIABUmeeO2P/4NLF+4iLKYcKxHeNChKccLv3j6JmDB/mF6+hJAEEWQqBUSxkbC2ssCJA0eRU1mJS98dgXuwCHPj3Tj91psIz+tYrQOYHR/A6cMH4R4YiUXJHCJcnBDo540Hd+8gPDEbrfV5ePOVj/HQ6hYOHHOHYtVOelvy8fEXpxAYFAw3q9s4e+kG2geG4frgFk4eP47DnxxBc0MlnNx84OvpgTt3LZGaV4Z03zs4fNUSUeHBuHPpDCzdEjA7PYJ8USqCAv1w7fQZFPVMIsHrJt7+6Agu3HoAFycr7Dt0HvEZ2fC+dQQfHnuAkYkJ+D20hY1XFGaly6v2ocXMeD+CvJxx5vhJhCTlQTI/ADfvQPi4O+G+uS0aa+sQH+wHd9u7MPFIgkajQFFiKNe2+W0LpOZUIiMmHqFBwbh/9SziiprQXCGCr7cnrl66h9r2IUz2ViMgIBRezvZ46OiFzoFhZIkyEBYSAk+7G3jnlePrYZVmGXkpUbB7cA8njp9DVccQYrzscN7kFspaBnRAana0H24WN3DIxAGpBVVYUqx9n9YoxEiLi0FscgmUCgmC3XwxKpWtwKrZBcT7hSAyIgfEyJRDRfjPfSZYQerAXHcZ7Fx80TM8w+kpzeIcTCxDYG1tjlrOy1AJ+wv7EZcRhzdPWHCQSzLWCltHZ1Q192FpcQqh7j6Y3AYgNwZW5eXl4cCBA7pn+2nDqp3Mh1iZxwMbTH97UH+L4nVhKpUhoY8szrBx34PjzhYhmZ0zG2A2wGyA2QCzgW3ZwN6BVTSd27dv3a/9QADrMbedfGE0BKs+/PBDHD9+HOT9YWhjsMqQVtg5pgGmAaaBH1YDxsAqfYl2C6z65ptvcOjQIZCHlaFtM1ilVsgwPj6Bjup8PLT1RG3LKJLdTPAgoxtK2QJSA10QFF8N5WwPTplaYnhyGuHmhxFUOkwJpJAXEwD3wBg0FETj0IUgzkOhv6kKTtdtMCedxLXblmjuplxaaniYHEBWzxyKYmIQGRAL2VqkL0z0N+O+iTmmFRoo5vpw8tg1dI7NoMjXDDfDm9Z1i4dVlFsmLcR5FVZFwjNehCmpCirxIPb/5UPUdHcj0N8fmTWDkMiXMT05hfHRUZSKonDlngdm+6ph7RWD5r4pLu9MbaIdLj1MxexwJwqKCzC8uAZdpLPDsD1wHOMaQLUsxfzMJCYmBnH9jVdQu6CGZGYIwa62uHbVGq3dgzrvDRJcIZmEn4cPkjMr0VMci31vvI8hsRwNpYnI6pzDQGUCPBNEW8IqAl8jY1MY6muDq4MvomOrdHohWJUXZIaAmhloNcvwunEN4XlVGG8Ixdu388ilDanxsfDy9MVEYxrcwuNQVlmDwvgEyCY6EB/rjbxeMVpibsOjcCVUWndLAU6eDkJRdDACfDzR2tOL9opIfHIzHTkel5CQW4SM5DJ0Nbfjgpk7MnOK0ViThwlBXiJJRzIOOmZBodJgaW4SQeZnEFnfC6v7LsgvasRkTQLe+I9fYWBhAU2thcjsmIdmMBuHPbMwLVFCKp3BB+9+g6a8DHjbW6Cxpw+9Ten46Fo8pqY68fVn1pDIFJCueo9xClE14o23naDWatFbnAQLZx+0jM9idn4GI6OjyPS6DPeSQcQF+iIkPB5L8lmcNwlYBU68SjW4ZWKGyvpWzNX74zPLTGi0WozW5cDW1QN1Q/34+K9XIVFqMCvwAoJmFMe+c8bA6Dw0KiWiLM/COasNEUEBiIhJxvzMPIIufo64xnHyM0RhegKcnNzRkOkGy4gcKNUazEz049KRQ/ALCoGbkxNaOnvQLPLC2cBy9LVk4PSDZEgUSsiGK3DULgSTCzLI5zpxYv8ljM7NQFRQgqq2IZ1nEhE4hWyOC69XGuUBj8A4jDRl4IqVH0pKylCTn4tcUR7cnL1RXFGB7Op2qGYb8dlXN9DW24u8mFBExcbhzh17JKTnoKGuCLUNrciJdkdYYjYyEgswNjWLOwffR3xxM3paaxEVHQpnOxsExqRjjsZGO4MTH673rNKqljAzPYXRkWFEWV1BRF4nilKj4BcZj1kBACJvwM66Apw5ehSHj5xBeEY5pyetRoPxniYkJSSgY2QWXSXJCEosgUQyg6sHD6BleBQR7n4IDc/lYJV6pBT/9ZEpeIQ31VYEawcvHawSWV3ANatgWFjcQe0whX5UweHSQcQkheONVVglHW+DvbMbqpo6EP3QGvm987zBGLU3BlbpV8RgFVvA3smclJXZfXYjzMPG5V5ji1fbWrxiNr37bJqNCRsTZgPMBpgNMBt40jawt2BVQMAarKK8VRkZ+nO9bX/eicINwarf/OY3eO+99zZcRGSwattDwwowDTANMA08cQ0YA6soj4i7u7uu7d0Cq1577TW89dZbqKys1MkmPNgMVg13VCGrqBIlonhYPnBFbcsIB6ts8vpBodCyInwQmlgPrXgIp0wfYGhiAjbH/4q4plkOTFVlRcMjPA61eVEGYZXJHSu0crBKA7+7R5DeOWsQVg21luHsmXsQawHt8jSuHbmGttHpbcEqXRhArRTmn+1DUWsXggICIKofh0Iyhez0AtTX1iI9NgCX7rmtwCqfWLQMLnDqEk904PKJ8yiqrEFRQeU64KSDVWo1+tqbUFVeisbmWlx56xVUzauhVkhRkBiKk+fuorJtCHyUMqpYq1EiOyoI4ZHhCAlPRci1b3E3vALpfj5Y0miNhlXLs72ITitGTXkRrC3cEB27Nt7rwwBqkOt4ExG5lRirfxRWKaSTSIkOgpOjEyzv2WJguH0drPIr7eT00dNRiZMnfJHg541bN+9ClF+AwoIClDeOYLgpH55O9jA3t0V5dT1Kc9JhZ+8IB+v7SKyf0JnfaJ4jTgcUQanWQiWdRVbYPfhUTSLd2x7xWdlwdwxHrtUBXHLJRlm4L2QacLDqO79cTEsJVi3ig3e/RFFKMq6ePYe0vBUZimoGMD1NsMqOg1K6BumAYNXf3EFpj8TdBbALCkVOQRGKa2pRU9+IONfLcC4awUhdNpx8wlGWFgpRswDucJWtwaq+uMs44FPBnZX2V8ApMAiVfT34+K/XOVi1rm2CVUfdMTC2AAprVxlvhfuJdYgICkRkbDKW1Vpc+/BN5Pau5BarEaXB29kDtemusI3O5yDMwtQkrE4eg62nD8zMbiIzJ4/Te03fNPpbMnHaOpXLz6SZqNHBKpVSjlDra/CPzUZFYT6mJWvhHtVKBVoqclFRU4d0f3s4B8RgenYcyWG+sLexh5urF+pbOpAUHgRnB1vcsQrB4kAO3vrrcWStjnl77wCaKos4eOZo+wABKeXobiiGt5sz7t2+j9KmDhzd9yo8ItM5WUur6hHs4gCP0CQscCE8Zx8JAzje04jCskpQuOxAiwsIz+kwCKs0ajUUSzIkiwoR6O+EL7+7j9klJRbGe5CdnY2W3mEsycWI9XRDUHgMMjOSsf/9dxGXXYgQTz+EhWVArtZC3J6G9y946J7rxYEa3HfwQPvAiodi5K2TcArNxEPL+yjvngW0MlicOo3qhny8+/UNyLXAfH89PDwD0NTVj2gXR8Tn1XFjus4GNvlgDKyikK7Ozs66WhisYosAO5mTsjK7z24opCaf+432iq5uBmsYsGM2wGyA2QCzAWYDzAaYDQhsYG/Bqv7+dV/+cP68bpK304OdfMk3BKsoPNP8/DwLA7jTgWDlmAaYBpgGfgANGAOr/P398fOf/1wnzW6BVRRqlv6f2X4YQC3ina7iYVQ5htoqYGfthprmVViVuwKrROHeCEms42DVyesWGJyYhsjrOm57ZkIqEyMzLhLJomIMNWTgowN3MSuRobEgHeZXbTAnmYDJHUu0rMIq3zvfIa1jFsWxkQjwDMO8Yi0X0MxwJyyvmaKqdxIz/fUwt/HD5LwEhT6muBG23mNsujMPXx7xgoo8q4Id4ZPVzYUBfBgch/FFOcTjrbh10RxDw70IDPCHqH4MU+0FOHzMCmK5AuWicFy664bZ3ipYecegeXDFO4K8zKIemuCOTyyah9bCDtKAE6yy2n8IHbMLCHZzRkRSFhbmx3D5jVdQMbOMvvZ6JCamIyHUF7YeEZgTL+nshPLhTLQV44H1PYSXtmO8Iw8vv34QvrG13D3kWeURl4nRRRm89/8FxdNKtFUUw/GWJWS6WrQYKXLDZ6ZRWJgbhZudxyOwKtv/Gtzz+6CSLyLU0QmVTZ2Y607FqwecsLC4iOggHy4M4FhLDqraeiCdn4DdsW/QOdSOuGgv5PaK0Rx9Gz7FK57gPe0VOHnSF90l6bC1sUdZUw9mJsfQPSlGeagrhqbnEOHqgazEaPinVEAsk6Ay+SHsssmTbmWTD5fi0+NWGFuQY3FqEH4WN9A5r8RibyFMbSwQWtkP5WwjXnz5MLwjVzzF1AMiHPbNWYVVCxysGm0uh7P1fWSWt2B6agI9UzJMT3fg689sDcKq1/9yB0sqFdpLMxGXlIJoKxPYxxVBvSxFiusFOBUOQ6uYg6X5Q1w8Z4Opef28ohrcumaGirpWSLrT8e6B+5iSyNFeIkJERDTGF8fx8V9NDMOqQxboHJyGelmMGDcLlHRP6TyrllVa5DhfgZm3CEvLS8hLS0FoeCq6cz1xzT0OcqUa4/1tsDF3QUleOmwtbVDW2I2piRFMLMrR35yOU1YpoEB4mqk6fGdG4yAGtGq0VqTi21MWyClt4UAdPwYy8Txsr55CftMgahL94Owfg776TMQVtYJC7EU43ENIehkKyhswNdqGU2fssSAZxfkDx5BT3YaJsVHMzY4hLlGE8dkFdJVH4qp1KGrz0tA5NI4oJzuIyhoRZX0Od1xiMTw+iampKVSmUmhOZ3QMz2BhogHfvHMSk8u8O6UWqd4PYBuaA7lsEWGWlxCW3Y6S1Gi4+IVzfeXln5sYRVpsDFwjc5CbGw8zcz/Mzw/DztQUgfEi1FYWI6egGHW1TWhubERjYzWOf/ox8uq7UJgWBw/vUIzNiZEf4gC/rBbIFqdRkp+Hrq5W2FnbI6eqDQrZNCyu3kJjVw9CXB0Ql12H+dEWWFj6Yl48jisHjqF2cAbtVYWIjk3FxIIczUUJ8AzLeeKwKiIiAj/5yU/47oPBqt0HHXYyR2Rl2DiSDWheekm3ZqG6f58tTgkWp9gzwp4RZgPMBpgNMBtgNsBsYG/BKprS/epXui9/+Nd/1U3ydnqwk4fEEKxqamriQgDKZGtLTkKZmGeVUBvsmGmAaYBp4OlowBhYRUCop6dHJ+BugVWtra1ob2+HREKhqx7dNvOs6qnLh69fCLIy0xEaEobs/GKEejjALUyE8YlhRPp7Iia1EJ2NVXBydEFRXSekUwNIio5CXEIyCkprMDm7CKVsGlEBvoiIikNqcgJ8PXxRWlIIDxdXZJU2YmGiB952D5CUX4/etgZEh4aium2A8yQhiQk8NVcUIDoqFhmZOWjqGoZsYQLh7jZwDU7B2MwKTNCqllGVk4D7DzzQ2N6JUB8XRGWUobO5ApHhQYiKjkN+cTlau4cx0tMEXw8PZJa1YG56BJEBAYiKS0ZxYQ6c3PyRk5kCV3cflLcOcflxKMxefXEGbtqEQ8DROIVSTq2ccB8k55SivKgA4aGhEBVXIML2NoITUhERGoS07DIMtFXBzcUdorKVUHr8aKiWZhEXn46ewQlolBJ43r2P9tllaJRLqC9MgYd3CJqaa+BucRMRGSWozEmEu6svekdWcl9RPdKJNrg7eyFDJEJsXBxi08ogka/k7yEvnuacQPgGhSEtIwtlNa0Qy+RQLU3B19kZsfGJiAwNQ2BQFHpbK5EQF42E+DTUVddjtK8B/h5uyCuvQlqUN9xCkiBVq5GbHAFH1wgMDI+hPD8DIcEhSM0uwaxsGc05sYiISkBWbjkmxkeQnpKC2JhYlNfUYlyyFj4RmmWUZ6UjIjIGiSnZaGru5LyCoJHC1z8aY9PzIL0H21qjdZYCtCnRXJoOS+dAdE9L0VaeA3NzG7S096GhIh8hQcFISMvDxOISSjNjYG3tg56hFS8lXtfkWfW73x5ATHwycgsrMDoxjbHWSvj5BSMhvRBlKX4ITS2FVKVBUYA1ItPyIVetgVOqZ358AP6uTohOyuK8dnITYxEZHY/0zHz0DY6hu7kCD+7YoKh2QJfnimufPKsOXIKndxBSMwvQ1NKJuZkppEQEISA0HlPzEsjnBhEXHY34hETkldRgZHIew4XeOHrlDqKiY1BQVo2egUksS+ZRkZeB0OBgpOWUYGFJBlFsABx9YjBEoQcVc4gIDkV8ehEn/1hvB5xv3kXX5Pr3gEq5jJKMGIREJnBgMSA4HB2t1QgNCUViQioaGlvR1dmBxNhoJGdko6qpDxqtBs1l2QjyD0KaqACjU9Moy8tEdHQ08kvK0NU3jMZiESKj4pGTV8r1SzLZh5jgQIRHxqK6qQsLM+PITU1EeEQ0yuuq4Wz1EDVdY7rwhMNtVQgICEZKViGyYvwQlVbCeS1Gh4ehqLZT926QSxZQlpOK65SnyzcEDV1DkAzX4o7pTbi6e8LTzRkxaXmYFq8E+BvtqIK9pRWK67oxPzOGAlEaYmOTUFBUgfklFeTiKcSEeCMiqxI9zTWIj41BakYO6pr7oFIp0N9Wh/joaKRn5qC5ZxRarQat5TmIjIqDKKcIA6NTHCBtK05GYkm3zuyMOTDGs2pxcRHd3Wv1MljFJu07mZOyMrvTbghQ8d5V2p/9jMEqBquYDTAbYDbAbIDZALMBZgMCG9h7sMrERPflj/sSSN5Wj7Ht5Eu+IVj1L//yL3j11Ve5MCeGxGGwypBW2DmmAaYBpoEfVgPGwCqCQWNjYzrBdgusonCzv/vd71BaWqqTTXiwGazSqFWQSiSQLS2BflSxtLQEiUQMiUQGFXdNDNmSHIplOSRiMZaWCURooZDLIBZLsKxQrS4+8+fEkMmWIJNKubqo7iW5AhqVgisvW1qGWq3CkkwKuUK5bqFfrVJyskhlcmg0Wmg1aq6MREqyrMIErRbyJWpbjGUFX6ccKpUSSzIJd14mV3AyqZQr15eWFVy+oWWuHMmsgEQi5fpLfeL7QO11NpUhtnpUqL7VY+rfEqSyJc6DTSaVQLq0DDm1KZFwoFC+vAxqc0Wfa2HYuApI7mUF1Fw/tJBLJCvhyLQaLMuXOF2Sjqlf1F9OVokUSpVaIIsWMokYUhonuRykS8qjxG+qZRmkNHZSmaCcViejTCqDlHSpUmFJSrqSQKXRQr06NnKqUyaFWCKFBlruHq4utWa1X9T2Sk5QtXKZk5X6RCIolqkPYsgVK/CMl4n2GrVS1y9heESZbJkbZ7pnWUZt0qZd0ceimIMVFP6NtzPOPqQSSKRL0GpX5ZNIoVAKdbQSBvDPbztgflHM6ZzTkFbDjYtYsgTlMtm6nNNdmk8YOlu6dQCFE4EyrKmUkNG4SmVcWxRKj/q3tKpz5erzIJMLwBwVJlh1xAmtXcNcWcqbpdGoOXunulbGH5wtUb+4ZwDASKE3HoSkY3Z+gXte+FFdsScxpEtyaLEy/hKpdBXkrDwLvD5Gh0cRHJRh0NOHgBXZPD3fUiq/agP0TqM8Wetk1KyMxMq7YWXM1RotuDrEYnDPl5b/LIF8ee05XnsvKDmdKhXL3DMsV6w8F/Ss8Rs9b/QckfzLchn3nuHfDfTM8jogm6C2y6oa0NQ1wNksvU/Ei4u6vyX52rOgUqw8Ryu2qcXKWElW7UQL8fQg0hIT0DYyx71jVmSQ6Z4lXhf8e4gb1tX3pH47huyd75+hvTGwit7Do6Nr7yAGq3YndNjJPJGVYWOpGBpat16haGpmC1SCBSr2jLBnhNkAswFmA8wGmA083zaw92BVfv66L3+gPFaPse3kATEEq7y8vBAeHo6JibUcDkKxGKwSaoMdMw0wDTANPB0NGAOryKvgL3/5i07A3QKrAgMDQf+XjIyM6GQTHmwGq4T3PdfHWhVy/Kxx29wJSwIA9Fzr5JnsvBpJ3jfwh5cPo6C6hwNNBruhFKM4LQj2ockYXVzxyDF437ZOatBcmowP//o1PMJyHw1PuEFdWsUCYpxN8fnRSyjuNPxdcYOiutOznfkwNzNDVe+M7hw72H0aMAZWJScn45VXXtEJz2DV8z1h38l8lJXZ3Taj+dMrujUL9Y2bDFYxWMVsgNkAswFmA8wGmA0wG1i1gb0Hq+Ry4B/+QfflD/v26SZ6OznYyRd9Q7CKcojQr5jpV8CGNgarDGmFnWMaYBpgGvhhNWAMrEpKSsLHH3+sE2y3wKqt/p9hsEo3ZOyAaYBpgGngqWnAGFiVmZmJ999/Xycjg1W7GzzsZL7IyjzfY6q6fXttveJ//28QsOL+9u8HgSzd35tvcecpdKAyOxvLi+QJ/nzrjvWfjT+zAWYDzAaYDTAb2Ns2sPdgFU3rCFC98MLKH4ErAlg73HbyABiCVYcOHcLVq1fX5TkRisRglVAb7JhpgGmAaeDpaMAYWEVh0mZnZ3UC7hZYdfr0aVy4cAGUu8rQxmCVIa2wc0wDTANMAz+sBoyBVcvLy+v+n2Gwam9PyLecb1JI1Oxs7k/l47sCL+zsGLh4lqANjWFIKDSffrr+h7X8msU29gSyVC6uWJ6cYuDqWbIBJiuzV2YDzAaYDTAbYDZglA3sTVhFof+EX/goNOAOty0nDwYMzRCs+s///E+8++67aGxsNCiJsbCqv78fLi4uXL4BvqKZmRm89dZb3B8dP42Nch9QqENhMuinIQdrc/dpgBZcwsLCUFNT870Id+/ePbzwwgsoKSn5XuoXVkqekW1tbbhx4yCp2jMAACAASURBVAZ+/etfc+1S2xSqx9raGoODg8Lbdcc/pIy6Rrc4oL7U1tbCz89vizufr8vGwKrx8XFUVVXpFLNbYBXlRXzzzTdRWVmpk014wGCVUBvsmGmAaYBp4OlowBhYNTk5iYqKCp2ADFY9G7CKQBLBCIIJ6itXoaiqNmpCbmi+qSwqhnr/fmj/z/9dP68VzHGpPUNln5VzypQUDuA8K/LuSM5FMcgral3kF8EYrluz2O75H/2IszMGrZ6N98OO7MfAWhOrh403swFmA8wGmA3sdRvYm7Cqv3/9l3oTE91kb7sHOzEAQ7Cqvr6e+7U7QR1DmzGwikDQb37zGxw7dmxXwSryMjh58iR++ctfoqOjw1D32LnnWAMPHjz4XmHSDwWCyJOG7Jzg1D//8z/jwIEDsLKyArX/+uuv685TPiPNamJ6fth/KBn59ozZl5eX4+///u85+Y25/3m5xxhY5e/vj5///Oc6lewWWNXU1ISWlhaIxWKdbMIDBquE2mDHTANMA0wDT0cDxsCqiIgI/OQnP9EJyGDV7l6UUAwNcYDKEHjQvP/+tjxgyINK+8tfrp/LGoAYdA+1u5O56m4oQ6CK19ezDt020qeiqxvan/1M10++v5qXXuIgk+av7+iuaX/+H5zHnPaf/1l3ju4nbyyyCQoRqHnzrXXX+PoIhHGeVs852FA0NTNvw+fcBjZ6Ftn53f1/KBsfNj7MBpgN6NvA3oRVNLX71a/WvszR8Q43fYUZ89kQrCIvho3yVZFoxsAqAkEEhHYbrFpaWuJkYrBqh0a2x4vtRlCzXZVPTEzgk08+4YDU7du3sbi4uK4KerbJs4ueAQJAiYmJ667vRh2QvATeSDa2rWnAGFhFQIje2fy2W2DVVv/PMFjFjxjbMw0wDTANPD0NGAOr6Dt/AEWKWN0YrHo6k3geQnFgiBbCDSwE0z36gEEHEVYhE103xstKfebs2vyVyv7oR5ynFsEcLl/RDsO+Eeiguni5OM+vGzef6sI+J9OqfjigJ9Tt5BQHc551AMOF/OP7+NJLj4TuI5vgx4TGh8tHtSheCRW4Wo7Or7OdySmuHkNAU3306FMdU0PPxw91jqAe6ZI8EVler6fzvvyhxpq1w8aX2QCzAWYDe98G9i6sOn9+7csffdkjb6sdbDt5CAzBql/96ld45513HisMIINVOxhAVuSpa2A3gprtKEWtVsPGxoYDO+bm5lCpVBsWF4lEHKx64403MDY2prtvN+qAwSrd8Kw7MAZWrSsAYLfAqj/96U8g2xOGjhLKymCVUBvsmGmAaYBp4OlowBhYpS8Zg1VPZ1KusrPTzScJPBiaFxL40QGHF17QwSXynhGeJ+8X8rQxVAedWweq/uEfOE+aJxXe7RFZVkEIB+E2kWkjWZ/EeWF/yftIWCeFUOR1Rx5YwmvP0rEOyOkDJwGYE4Z55IDk6jUCeLwOOP0sih/RA8E8YXm6n+zxeYQ1Ol2/8MJ6uCfQ9bNkO0zWp/POZ3pnemc2wGyA2cDusIG9C6soTxX/iyTaC36dqD8B3OzzTgzVEKw6dOgQrly5gp6eHoPNbeVZxS92kycE/0d5qihHlTBnFeXMcXd3x0svvcTd97Of/QyWlpaYmpoy2C6FJaT7KecOH97s8OHDaGho2NQTjK+MX/DmZeL3dJ7fqA3KWUQ5u/7xH/9xw3YIAhAMoDpOnz69LtQh1UX5vv7t3/6N6xvlDTJmI91Qji9eHxS+baP+hYaGcm2T7NT/gwcPcvKSp8y+fftQUFBglE5ILh4s0riR7s3MzLjQcXxdeXl5j4SK49vPzs6Go6Mjdz/JS6BEoVBw3aXwcmVlZTrZSFc0djSG+iEmebsgT7zp6WmuTrIHKkNh62JjY0H5pAxt27GLjeQme//FL37BtcfbBe3p/ri4OO78zZs3QTBIf6MwZt988w03bn19ffqX133mnw2hzfEyPYmxpPbJfuhvK1lI7qNHj3LhAru6unRy8jIWFRWBxp7siWyBngeys42eNxofGqe3335bdz95eBmyH2pMf9yofv37eU9I4ZjQsb7HJuXHu3jxIniboRxdG71LqH/kVVZaWgpTU1OuX1RO6H2kU8YuPzAGVtE9NIb8tltgFb03L1y4wIWc5WUT7hmsEmqDHTMNMA0wDTwdDRgDq9LT0/G3v/1NJyCDVU9n4qyMiV2bT/KeL4LFby4XkWC+SQvmwrmjEHbRvJTzsDIQuo8gFj9v/b7C+xEI4f5iYteFk6P2hDI/ckxeTkePPvHcUkKvI+q7DswtitcBGNLxIzIJxmBXX1vNV0Xh+zYK2SjUAwE8XX8mp9aFEFx3Tdj/yalHQlBSe88bsBI+q+RlpdOjUFfsmOmF2QCzAWYDzAaYDTwTNrB3YZVcvi7cAQQLi7qZnxEHO/miYwhWbdXUVrAqNTUVV69exY9//GP84Q9/4KCOh4cHJBKJDlYR2Pjtb3/LQY7Lly9z4b1efvllDgp8+OGHjwArCm32wQcf6OAFLThTOaqHFrkpXv5moQupT7QgT4CJZCLZSEbK48Mv1AvDpxEgoTYsLCw4cEUL5NQWQSB+Gx8f5ybn+qHUaBH+yJEj3II9ga+t5KL6CBiRXNQOgTJqlxbkqW+G+scDDoINJJd+GZKJdGLMxsOqb7/9ltMxLdzTIj6vX6qLIJTQS4dv//e//z0HCOh+kpcPA0P3UhkqS/LpjzFBCdI3v/Gwis5//fXXXJ8JPhA4+4//+A9OL+fOnXsEcm3XLjaSm4Cbg4MD51FIY0AL6WQblCtpYGAA1E99DyRedgqzRmCSFt55UMdf09/zIMgQrHoSY8n3zxhZ9GXjP/Myvvrqq/inf/onfPHFF5wuaM+Pp1B+Kkc2z+fIIlBG48aPnSH7mZubw1dffcXVRyCF7J2/n/RPuicbIn2Gh4dz40HnyeOTrtE5Xtf0TPLvAYKGdJ2XlZ4psm/hRv2j55+A1osvvsg95yRLbm6u8LZn4tgYWBUVFcXZLt+h3QKreHk22jNYtZFm2HmmAaYBpoEfTgPGwKqkpCSQtyy/MVj1dGDVujBtq/mDdHPDyal1c81HQtmtLoYIF9EJyhi6jyASD6uE3jW6tr6HhRUCUHybBNU2aksIU55kWD59by8eMCiLinVykXz6AHAjOTc9vyheAXXZ2RtCo03Lfw/659ujEI/8OHBeUYK2OF0IwjfSZ76c/l7oqcbpbf/+De/VL7sXPgufob2aA20vjBPrw9P5v4zpnemd2QCzgWfNBvYurKLZ3dtv6778cXG6CWBtc9vJgBqCVXZ2dvD29sbo6KhBCbaCVVSIByD6HhA8lKCFZ4JPIyMjujZ4yEPX/v/2zj1Yrqra1/GeOtfcW2XdFH8g3n/gnhIjgiKFyEskiAZUTkAPRDhHI28EFRBI5CkceUTxAB5BQA7yOKIoxBIFCRRvkEQe8hQiiYAiEnYQww5oIA/mrW9mj5XRc8+1enXv3t299/6tqmStXr3WnGP+5li9e86vx5gMfG0jugJ4wKT3pZde2gBNAAn8mpPJ6gceeMBuKd1bpEa6ZhVACWDhJ8qtECKErrjiivhe2h5LpYYNwCvKQR/KYfKeNjXbiGYC0NE+7qU+24jK2mWXXWL7PCAwKJG7h0l3JuP33nvv8Morr1hRpXvrq1yfeH1z9QNpiCJLN0AZtqV9TPQNUIi6fESa9wtgx+OPP14U+fLLLxfwzwO4dvzCdCuz20CNbytQBPhDe2699dbCLjvAJ2mP91l7L93nyjebRtqX+B5rVGHLxRdfnFZd+7XZyDOFLxls9b7tYZhPPXjaaac1RBn6vvNrY6EVdvI5Y+VjoAFg+gcIaBv9wfXY5jdAs0WSPfjgg8VblMkvvWkDABQ4Zpu1j+fKf/7Y+2NpXwdW8Rnw9NNPF83qF1h1wQUXBH7EwGdMbhOsyqmic1JACkiB7ipQB1axNqbPxiBYtX6SAYD0Rsn6Ue2M26ruIRrGQAJ7nwqwIU0b6+RUrCeVRmClcMhHVvk6qmwb8XsugomIr2wkTgLkhq2f5MBKq/ak6esswsvDGzQ3iNVq+XY9gCddUyxGOvUo/aHZVezR2KLzpkwZBph8SsSydIBWVgqsugU+rf5e7gWr1n9G9rIfVLf6QT4gH5APyAc64QPjG1add976L398CSQ1YItbOyLnYBUTxR/72MfCww8/nLWgE7CqbOLfJrH9pPR9990X4UsKisw4A0ZladrsOvZlsIqUaEceeWSMQMilT7PoGktnaGUS/UFUERPpwK4nnngiphhjAr1u+j9rM+X46CWrw9qHfZYKzwAH0VApEGNyGlCVAjkrL90brAJwoXW6Wf0eUFj9uT6x+suAEJMas2bNin1q9XlYRdq9dLO0ih7AteMXVXZTp4EMD6s4z2QNfUxknocraE8fEIVUBnd9W3Llm00j7UvzbeysA868Xf7YbMw9T7nnwFIPzpgxIwwMDPii4rH1nW+f1XHXXXcNux7QRtQlKSZty8Eq+uGcc86J/YKG6WbPZvpZY3WnfZnePxZe14FVPG+kXLWtX2AVfcwv8YlezG2CVTlVdE4KSAEp0F0F6sAqvkP7Hx4IVq0K6fo8AIgIfTJr+bQzfiu7pwAJjCWHUgFWRlyVABwPtyL0SYAbAMXqAlCU2dPJ8x6iEQGWlp2CI+yLUGmkmg+uKNpqbWZPf6Z1jgRMxn5ykUm+LtYQ6xeY42HasPYCFadOLfRqFmnm/cgAYNqv4/G1YJUmR8ejX6tN8mv5gHxgovrA+IZVzz5bfLGLX06PPrrl0Wg7jpGDVfPnz4/p7pYvX561oROwauuttw5LliwZVn5uUvrcc8+NE9JXXnnlsOs5YRPoRDf5CIrcxTahXxfkWBkGU1JYxfusl0O6MeAM0RpMjtdN/0dUygknnBDbx4RAbiPyihR0pKKzyQADHGedddawW1pto8EqUqgx4ZBuQBhgDDbYemJV9QMnNt1007iOU648yqcvgSr0LZvpWwZ9KAf7SAm4aNGieE87flFlN4UayEhhlWnAekysqWWbpQCkD3PrWdl1ts+VX2VTK31p16Jrar/VX2dvNv74xz8edrn1k38ODLYS1eVBnt1s8NI/83bP9OnTA8DKUvrZPek+97lg5XqfSO+zevxzUtW+9P5+f10HVpEy8UMf+lDRlH6BVUQpsp4ZPpXbBKtyquicFJACUqC7CtSBVXxef/CDHywMm+iwiuiaBtBgkSjAk6lTQ1V6NO4lWqldMJHWSzlrZs0q7KkNBFiDaOONi/tIg+fHmTG6asqU9e9/eOdRT1nXENE1Y0aDPdjmwYfXoRkw8e3KHaewryh78uTg0wPW1jYDCImKa4jemjKlAfrEOqdMCWiQs7Gb57w/5aBhTAdoPj95cqW/xz51gK7q2ehmG0e7rlXXX188O0oDqMnd0fY3lS8fkw/IB+QDo+sD4xtWMcTbZJPii0t497uLQV/dg3YcMAermDjmX27iGVs6Aav8ZLdvXzopbSnYmIC3dYRYk8b/Y5IcUFQHQNmEftW1tJuJcCLLWH+L8nfeeecIV8rsJsUZkMrspJ46m9lTNeFu1wCALOWeAQ726WbXV7XR32Owqgy4GCjy5VXVb31YBi+o266xOg2ClAEzD/W4t12/qLIbuwxkUIffqJ9II/rYv0cKwDRyx9+XHufKr7Kplb60a/HBHGhKbSl7nbPRrrV+8s+BQUPWGvPPpR3bOnEeogE9P/OZz8TnhfOsy0bf87zlgLP5C7bZZpCaZx9fs/r8ns8MyvcRgFXts7LHyr4OrCId4uc///miSf0Cq+zvjE97WhgZQhCs8mroWApIASnQGwXqwCpSBv/rv/5rYeCEhlUuXV2MhvnBVTH6hvV9PORIU+sxhvMT2ICLlsd1PkXbECyIYMHDgB9cVbtcH/2B7Sn0AeKkgGW0J94LODR5ciMcI/rJ2gkg8cCQa5PIsFa09WVRv48cKvoUENlOnw2Bq9Q/DNrENcSsXUOwsxXbR+Nar0fOj6nTrzEG9KxKO+nhV1l5o9GOXpbpI/JG+5npZTtV9+hOjkpf6SsfkA/IB/rDB8Y/rPrCF9YPZBhkEG3VwtaOo+ZgFWu8sN7SU089la29m7DKT8Az6Vz1z8OUrOEVaQC5nhR73//+92P0jq+HiXTWlGJS3E/S+zoM+HDf2WefXSvKhvutfVW22zWUbaCkU4ADG8x2DwJ826x+b2NV/Tmw4Mvj2K4xiGAQxF6n1/PaQwazyfdT2XFdu9M6UhuIBAFMWfo4SwFIxNkLL7yQXp597dtgF1Rpae30bbD7cnsrvxNrVpmv+Xqsn/xzYHWW6e/P+zLRjwjEXXfdteG5RuOTTz65Ib2l+Qt12WZ+68svO/Z+ZfZ6W6zMsbavA6vSNvULrCIt5CGHHBIee+yx1MT4WrAqK4tOSgEpIAW6qkAdWJUaNJFhFen/DGCkE+8RRrloJK71Yzef5o4y/Ht1jn3kkdng9xGmtJgSz0OHmA4wiewhIqgASEOALK6xNAI4VNXWBn3POKPQKEIdq3/mzHjepzLExuw6V5kop7R+vw4T6yyhs4868xq3E/mU9jswyNvgISZ1tZp2EehIGb7MER07MIh/ZMsC2vrIvKE+yV0LBDUNUyCau348nBOs6o/JxfHgS2qDfEk+IB+QD/TeB8Y/rJo/v/iyFr+0XXRROv6rfN2Ok+ZgFVCGCfjRXLPKT3b7RqWT0itXrozgjEnoTkwul03+s74NERnUQ5TTN7/5zXD33XeHF198Ma4jlZukN7uBXMcee2wEGRtuuGHYeOONwwMPPGBvV+7NnjqRVf6aTgIOm/Qvi4Qazcgqq9P0Pfjgg8Pf/va3YZqlkVXt+kWVblRaBTIAUjwXgEuifywFYG5tp2ENGDqRK7/KJvOPurDK0t759cXKbOH8BRdcEKNuAHG25Wy096yf/PNLij2eG9rR7kYk4x133BHXMgNWUR5rwFl0Z/q5QD2kESW1oLelTv1V7atzfz9dUwdWLViwIJxxxhmF2f0Cq1izaqeddgrYl9sEq3Kq6JwUkAJSoLsK1IFVDz74YDjttNMKwyYyrCrAzZQpWTgS071tueW68V4SHeSBS1xvqgZI8WO/hvRrQ+DGIECEHGVgoaoe0gG+faNifEqKQl+nHafABfsjVGkRjll5pXtAyRDw8/ANiGRttUiVCO8cHOSa0nIrNPDQy8omUshHBKV1162HiK8iIgwQVdJHHuhQl0VeNavH0gu2CrialWt6o0HZtdEfXVRY2bU+fWMKeMvKHuvnPaxK4eRYb5vs7/2kqfpAfSAfkA/IB7rrA+MfVq1c2fCFNey1VzHwq3PQjkPmYBXpmVatWlVMFKd1dzOyiro7MRlubSib/Ddgw5pTzz//vF1e7Ksmxi0FIFEC1157bYRWRKfl0pkVBQ4deAjDhEBuq1qzKgcIytqYK5tz1vYyUGTrNfk1waoAy0jWrPLrYnl7DZj5dY/a8Ysqu6mvCmQAToiqesc73hGYmKEswEorEDVXfpVNrfalpcbbdtttwzPPPOMlHHaMfwLeaMNIYBUpB4FLFnE2rKIWT5BOCI19SsgcrMJ+fLIuyDMzcn1g7421fR1YdcUVV4T3v//9RdP6BVY1+zsjWFV0mQ6kgBSQAj1ToA6s+slPfhKzD5iRExVW+cimMqjDWA2AYIDCT877+wESXNfK2K4BdmVgFe+3Up5d69O+RbvufyBbDnCigHVD9cc1um65JXu9ld/q3kAJtph+vl4f3ZTankaz1anb4FhseyZizIO6Vtet8nbHdHkVcK/h2rdvVMs/7J522l2pzRDEbFauhzLoR7pDW4+NfvJ9GfVNIvcqbagAjP1+n9elAKBjuD39rrfs6+6krfSW3vIB+cBE84HxD6sY5e2+e/HLsPjlGIBVc2vHIXKwioHpPffcE9dtylXdbVhl6ddmzZoVBgcHh5lEhMs222wTDjzwwPDSSy8Ne9+fKJv8t8lwny7M33fzzTfHSf00igOwBeCyaCqLsmLy/pJLLikFfr5si4Y58cQTYxSXf49jq9vb1knAYbCKiDq0TDer30cQVdVPlMzee+8dJy5sjS1fJn1IX3rQYxE7KTix+ygH+0gdRvo4tnb8ospuymwGMvATbPzP//zPQPTS7rvv3tTnrA1l5VfZVOavvkx/DFAjIsngERGDuY3rSMFHW1KwWqWB9ZN/DizCrAz0EpGGTnvttVdYvHhx7L/Zs2eHadOmRVCa2mf+2AxW2TpiVc8aa4pttdVWURNbG6mqfakt/f66Dqyiz5588smiKf0Cq4iku+uuu8LLL79c2OYPBKu8GjqWAlJACvRGgTqwyqLNzcKJCqtamYC2qBxggo3fIsRykKnVlGgemjDxn/6rWjfIbCjb++gXgEPZdZyPdriIGuyIUU0VIKaqvPQ9D/uIrmp4zfpIyaR/msrQYEl6Xe61T8EXYVJSNvewdpfXui4U9OkFub+ZXbEep2vshwpNzcfqlJ1re9NzFXX7e9OoMK+VP+509Je3od+OW/ms6DfbZY8moeUD8gH5gHxAPtDoAxMDVpH6zw8w7rjDxn5N9+04TA5WvfOd74wTyQ899FC2zjqwyqKBgBbAC9tyk932HnuDRkwo2+bhxne+8524tpS9R8TN4YcfPixtmL2f7pmkJ/WcRcfY+zbhTpSGn9jl/ccffzwQqcKkuJ+kBwQAmDjv16myyXbgSg7WWJ22RyuLcEFbm1Tn/UWLFoXp06dHe4k4sa2TgMPspR1oiaa2sW4ZECJtS1X93Hv11VdHELLnnns2RKoB8+hDIAmRaAaezC+wIb0Hffbdd994D+DMtnb8opndV155ZexPAGJus2gk0pehyTnnnFMLSFpZOVBSZVOrsIp6SF2JhmiMf2Kz3/Cva665JgJWIOudd97p364EdtZPZc/B8ccf3+A/9LdFwJEqk9ceqPEe52zDNtbbwg+8tjwHpMFM0xsaxOS55bODsm2z59ZAsp3P9YG9N9b2dWAVaTV5hmzrF1hFlOT2228f7r33XjOtYS9Y1SCHXkgBKSAFeqJAHVjFd5WBgYHCvokKqzwc8NE9ufEZ6d+IwgHs2PvACj8GLIMjdn269+nqLKLGymu1rLRsD4Qos9kaSLTfAy7uwaZmuqT1lr32Wnvok41oG1zREPGFFnXt8JpWwRR/nQG0Mts572EF2kSYlwFhaRlEklmfRk2n75ZNN+n1GWnfpza085oIN59O0rchtmPGjGw72qlrLNzj+5/jsWCzbGycmJQe0kM+IB+QD8gHzAcmBqx69tmGL6Hh+OOLwV+zAxOqlX0OVhERBGzwA09fdx1YBYQgCoYJc9LLXXTRReHVV18NucluX3YOVvE+ERlAGyaxAQVMOJ900klxAptzRxxxRAE+fHm5Y6ItuIcJ9zPPPDOWDXj62te+Fs8zuX3cccfF94gGoQ1f/OIXYwSKTzlm6cpIRbZ06dKiKibM0ZA6PJApLsgcAIx23HHHeM8ee+wR6yaSaoMNNoj1Y7OPkukk4DBYtfnmm4dNN900aoq2aIAW2IA/eBBQVT/Nw1YAHtqZnvQZfYcuaEbKOtvML7gWje0e62PKoTyvAfe26hfN7LZoLSL1sHfhwoVmYtyjARCFNgA877vvvob3m73IgZIqm9qBVdiAPxKZhJ30H8esyYaeBl6nTp0a5s+f39Cv3Juz0dpl/eRhFe8BQ6w+oBL1+P4GngHRbDOghn3Yw/U8i/g+59Lrbb0w2nLMMceEH/3oR4E0cvTHT3/60+gv+Mh+++0X2+mfHSLIvO9Wtc/sGyv7OrCKNKX8aMC2foFVgGF8P5d2FVsFq6zHtJcCUkAK9E6BOrDqpptuCjNmzCiMnKiwCvjExHtcS6kGeEjHaymIoKxmUMiXQco9gwBxMtyt19QsGsqXU3bs7QPOlF3nz6fRXhHklKQR9Pc1O26IZnLRRh7++TKAbUAb0ycCq0xKP39PugYYgNG/74+BX5baMfrAllvmgdjgiriWl9nBPkbX1YxSok6AnL+fttA3wE725od2Tb+siYRGAD/zU+ymLa34uNd8LB/7iD3BKk12jmVflu3yX/mAfEA+sCpMDFjFUO/d717/JdStNVKMAksO2nGSHKwCCPDPT/D6KuvAKq5/+OGHY8QQk8+21lDZZLeVXwareB8AduGFF4add945TmgzOU16sXnz5jVEZ1hZZXvSThFxwsQ3trHmDhtgAKhmk/kAk4MOOigsWLAgRjude+658Xomx22yHRt8tI/VSTQL6dV4P50st2vSPRP+c+fOjWnLsIv6iSQh0ivti04CDoNVTPA/8cQTEbChDf8OOOCA8Mgjj7RUv7WLKJnbb7896mBa77rrrlEPi6iya71f0F7gBe1HP4Ah5fiIM7uPfSt+UaUbZeEDpNGjbvqAyJ90A1ABqoiGS6OW0mvT1zlQUmVTu7CKenmGSbUGNAZM0R70pA/OP//8CI5T+3ids9Gu8/3Esd+IkOJZ5JmkHurjWeWZTfub+9J+q7oe/wcOe9jptX/22WcjxLJ22rOb892q9vn2jIXjOrAKsIdutvULrGr2d0awynpMeykgBaRA7xSoA6v4vOa7s20TFlYNwZB2wZCPzjHQUBcKkeLP7mEPGMAOO5eNOGoDqHkb60YnRejjwBlQpxOAwrfP2lmVSi8CrtSOH1yVBVC0zcOtOvr5aJloz5QpgRSErOsEMCJ6Ko0uitCsxbXJXidSbPpuRd9a23N7IqzamR/QPaM7+eijKAWrRldr+bL0lQ/IB+QD8oHR9oGJA6uOPrrxCyjRVjW2djogB6vmzJkToxN85Iuvvi6s8vfouH8V8LAKONKLrQqC9MKeqjoffPDBCKuAl9qkQC8VqAOriEDzqT37BVaddtpp4fTTTw9LlizJSihYlZVFJ6WAFJACXVWgDqxatWpVw5qyEx1WtT7j2QAAIABJREFUEdnS8phscEVDZE4BHiZPjmsyNSuPdZLsHgAI13t4QsRNszJqvT+4oojcKYtiypXj09JFOwFWd98zIpsAQNZmKxOQk6vfzg0DVkQ2zZjRsF4UWjZApSlTavUBdfjoswbbfIr/oWP8hIgvs62lvUVouaiytL66qQVbqrcNwKnyh08SeljV6tp0PdVzYFl7/iq/kW7yAfmAfEA+MI59YOLAKtap8l9qL7+81sC0nS8vOVjViTWrahmsi/pCAcGq+t1AhA9pAFmvinXOtEmBXipQB1aRZs+vC9UvsEprVvXSc1S3FJACUqCeAnVgFamH77nnnqLACQ+r3r5RyxMSHiwBdixVGuPBOtDBw6AimmZwRYzqIbKnGcRpaQw5sCwCq1YiyNKUenGcCwQaSUpAwNnbNyrGzHV0op0x6oxIQD/WLjtuIwoMEOHtGlYPEVcnn9Kyj+T6CNhFWfSF/UOHEek6jieTchr24txYhFV8juDLfDZ19PNE/taRz4Je+LHqHA6ipYk0kQ9MTB+YOLBq5crGX9fttVcxAKw6aOfByMEq0veRDi6Xuov6FVlV1Qtj7z3Bquo+A1Dxq2H2999/f0x1c+SRR7aUerK6Br0rBdpToA6suuyyy8IWW2xRVNAvsOqxxx4Ljz/+eEPUV2Gk1qzyUuhYCkgBKdAzBerAKtY1Zc1T2yYqrPKp2eqmyLOxm09px0R2Q9RQs+gqorJceruupBUbWBaq1nCydvk9ECUFNzEN3uIlbU/WFmtiNdMonRAnMiljj7cP4ERf+Da0chxT/82atR4iDaUEJGVjK+Xo2vE38cWzY77WKXA5mn4S13xzYLgrnzHpM6vX+tyQD8gH5APygT71gYkDqxjtAajsV14MQABYTbZ2vqTkYNXg4GB49dVXw5o1a7I1ClZlZRmzJwWrqrsOSHXqqafGNZhYV4n1kFhbTZsU6LUCdWDVokWLAutW2dYvsIrUhPydYe2q3KY0gDlVdE4KSAEp0F0F6sCqxYsXB9bftG2iwiqLPGD8FqOZag6oY2q6oTFfjFoYuo80cTYWrFq7yqcAZD2ofo56YO0na5Pt12677YhsZuK8VXBmY2agIutKeViI7hEgCCppUqzmM2z+VHeP35n/14FVMXpu5swYFVi3jk5el4LdOmu4pfXTZp5V7uV568S6dWkdej3+wK76VH0qH5APjAUfmFiw6qKLii8x8csMqQGbbO10Yg5Wvetd7wof+chHAhFWuU2wKqfK2D0nWNW8784777ywwQYbhJ122incdtttMcqq+V26QgqMrgJ1YBU/OljpfuzQL7Bqm222CTvuuGNYsGBBViTBqqwsOikFpIAU6KoCdWAVf2def/31wq6JCqv8BHQEMDUnugFRNnHt15ZiMtfOs/fv+TGfv7+dSWRfVjeOgUO+XRwD3LpRt+rQpFc/+ID/rAAEVdnkU3z2JAVfkm4zPrtTptQGzEQn+s+o4tlvIRoyQq5kbbkqzfSennP5gHxAPiAf6KYPTCxY9eyzjV/kjz66GASWHbTTGTlY9eUvfzmcdtpp4ZlnnslWJViVlUUnpYAUkAJdVaAOrJo/f3444IADCrv6BVZ99atfDSeddFJ46qmnCtv8gWCVV0PHUkAKSIHeKFAHVt1+++3hs5/9bGHgRIVVjMN8NFSddYP82jWknUujotKIhjT9Vgq06tTZznix0/fEKLTJk4uxbiuRaJ22ReVpQqvbPtAAq2bNKoVVa2bPKZ4RgzykvmzHXtJS8hnTDI6lZTdEblrWn0mTaq2LRkSY2Z3b17JlYNn65TFY5+6559pqf9ouvdZzLx+QD8gH5AOd8oGJBasY8r3//ev/wG+ySTEILDtoR+gcrCor384LVpkS2ksBKSAFeqdAHVhFCsAPfehDhZH9AqsKg0oOBKtKhNFpKSAFpEAXFagDq/i8/uAHP1hYNZFhlZ/YZQ2ryrHZwLI4eWyTuNnIKaIaXDpArmUCm3WPIqhya1W1Es1VaVfNiLCRlkHqPqJG+JdCupGWrfs1AdXPPlAHVgGm7bOB9J7xH7CohYgk0yCF2in0tuty+1zqTuwCfuWut3MN6+4NQS4+oxoiK4nQapZukzX5HNjmfqtDez3n8gH5gHxAPtAPPjDxYNWpp67/ksIf+UWLioFg7qCdTsrBqnPPPTdceuml4YUXXshVEwSrsrLopBSQAlKgqwrUgVUvv/xyYN0q2/oFVn33u98NF198cfjjH/9opjXsBasa5NALKSAFpEBPFKgDq/7617+GJ598srBvIsMqxmIeLpVOCg8sC8Asm4xmDZeycRwT229uvHFxrd3TsGcC+7HHS8soK1vnNckjH+iND9jzG2FtAoh5lj2g4XPER1nWWefK+jWCMQd7qJfPk1qAOAFFPp1fswgvorisjXwm+s8n0hnae3VSgHpwF21P9LK2at8bX5bu0l0+IB+Y6D4w8WDVwoXFH/L4B/2884qBYO6gHQfJwapNN9007LLLLuGhhx7KVSNYlVVFJ6WAFJAC3VWgDqx68803A+uJ2NYvsOoDH/hA2GGHHbRmlXWM9lJACkiBPlSgDqxK/85MdFi16u571o/fJk8eth4Tqfo80Aqktlq8pBI08T5RCTbB27CnjiZRDu2MEXWPJp/kA6PnA/YM52AV8Lp4f2hNK9LfGcBqBdj4sqxM9nU+M3x0FICJ6E8royrCqSGSKxMJ1ip4i8BtKDqrlbbLf0fPf6WttJUPyAfkA+t9YOLBKgatLr1DmDatchjbjrPkYNW8efPCjTfeGP7yl79k61NkVVYWnZQCUkAKdFWBOrDqyiuvDFtvvXVhV7/Aqp///OfhhhtuCAMDA4Vt/kCRVV4NHUsBKSAFeqNAHVh1zTXXhC222KIwcKLDKsZj6VotTPQyaTwMOE2ZEli3qu4YjsliJmuLCeNZswJwrO79um79xIK0kBa99AH/DHs7fCpRoLaPgPIp+eo89yk4JxqqqLdGOj1fH59pHl4RZeXt9scAuKp6/OdjnSixBk2IClNklTSQD8gH5APygT7ygYkJq/bfv/hjH39Ns3x5MRhMD9r5w52DVWm56WvBqlQRvZYCUkAKdF+BOrDqtttuC0cddVRhXL/AqsKgkgPBqhJhdFoKSAEp0EUF6sCqe+65J3zxi18srBKsWgcBWFvKJmxzewCWT43VzjhO9wi4yAfGpg/YZ0JDZBVr1DkYTRSm718Pi4hO8u/ljhsimGbPCTE6yyKUAGFVE31JCkA+qwDrZndV6lIP5XNp/lqFVX6dKwBapd1VbdJ70k4+IB+QD8gHRsEHJiasuvrq4ktB/HLws58Vg8H0oJ0/3DlY9alPfSocdthh4Xe/+11aRXwtWJWVRSelgBSQAl1VoA6sSg3qF1j12c9+Nhx44IHh0UcfTU2MrwWrsrLopBSQAlKgqwrUgVWpQYJV6yfPmaj167wwlovptM6/oCFiop0xnO5Zr7O0kBZjzQcM+nhYtfr8C4p5n2zk0sCy4v0YddVkwq0BGg1FcBZrSU2eXDlh6deJohz09ZFaVfU3ALfMWno+8opo0cq+o81uza066Qsry2uime7VZ4l8QD4gH5APtOoDExNWEUk19AuYuCfSqmRrVVCuz8Gq7bbbLnz6058Ojz32WLYmwaqsLDopBaSAFOiqAnVg1YIFC8Lpp59e2NUvsGr69Olhjz32CPfff39hmz8QrPJq6FgKSAEp0BsF6sCqBx54IJx66qmFgYJVGuS3MybVPfKbieQDNr/jYVUBkiZNCmlUlWnj17t7fWBZJejxy0lYOkEPkqzM3H7t9N2KOSgDSnXXjrK2sc+tx+fb0CwNqo+qQh9rR85mndNniHxAPiAfkA/0wgcmJqxi6MdaVQasNtmkGAymB+10Sg5WpeWmrwWrUkX0WgpIASnQfQXqwKr//u//7ss1q5qpJVjVTCG9LwWkgBQYfQXqwCrWrHrve99bGCNYpYmCdsakukd+0xEfGFhWCno6Un6HInNsbsdglV+XKRtVNVSvT+2XS7FXtNFHYQF5hu6vA6sAZWYfwIv0gdzv0wgS7WRlpvvi3gys8sArllEB3Hx0F2UaNEvr02t9dsgH5APyAflAL31g4sIqfq1osIr9ww8XA0J/0E7n5GDV9ddfH1jn5K9//asvvjgWrCqkaHrw97//PaZUvOqqq5peqwukgBSQAq0oUAdWPffcc+GOO+4oiu2XyKqbbrop3HLLLeGll14qbPMHglVeDR1LASkgBXqjQB1Y9fzzz8dxg1koWKUJg3bGpLpHftOqDwBPABrAHR+VxLxJnTWdWq2vk9fb3I7BqoaUfXffUwqCPNRiXbwymzwU8in76sAq1oUy+9I1ouw8+7LILt8XpA70Nq4+44z1ZQ+lF/Tv23EKqmIqwsEVDWXZtdrrs0M+IB+QD8gHeukDExdWAac8rJo718aDDft2OicHq975zneGadOmhYceeqihfHsxlmHVs88+G84///wARLLtL3/5S9htt93iP447sf35z3+Oqbe22mqrMGnSpPC2t70t7L777mHevHnh9ddfz1axbNmyMHfu3DB16tR4D/fymvO5bdGiRfGXrJSf+7fllltm1x0jveMBBxwQNthgg8KuG2+8MaxevTpXTeU5JsK/8pWvhI033jjasPPOO4crrriiQd+0gFbrx66f/vSnYdddd411UNehhx6abVtal173nwKAW/x1NAHua6+9Fr73ve+FJUuW9J8AHbSoDqzi+Vm5cmVRa7/Aqq233jrssMMO4d577y1s8weCVV4NHUsBKSAFeqNAHVi1Zs2ahr8zglWaMGhnTKp75Det+EBc32nKlMY5EjdfUgVyWqlntK61uR1gVRlYytbtIqbWfnjnUnjjy/TXFakBp0zJ3hvvc2tEpekIi/szUVNmbwN4u3ZeQz0+BSDgyu7xe/rO9GEPYLPoLn+djvWZIR+QD8gH5AP94AMTF1YxPiX9n30BIy1gZmunk3Kw6txzzw3/9V//FQAuuW2swiomrpkgPeywwxpgSqdh1ZNPPhm23XbbCIJY+2vHHXcMn/zkJwuwdMQRRwQm0/22ePHiwBouQK399tsvfOMb34h7XnP/7373O395PL7rrruykMrAVQ5W3XnnnREsAXyOO+64cNJJJxV2UWcrwMraCfRC069//ethp512ijbl2ojRrdaPPdhFmyibOqiLOmkD5WkbWwqMNqwCzOB/Of8fW0o1t7YOrPr5z38e9tlnn6KwfoFV3/3ud8PFF18c/vjHPxa2+QPBKq+GjqWAFJACvVGgDqwiUnbPPfcsDBSs6s3EgSZze6N7O+Nv3TOyvmKdo2JeZNKkABwBcACweC8FLP2ot9kPrPJwpk6quzenTl3XflLxlUQblcKqofkkAFBOF6LUzLYYzZSkPfSwKY2asvL8OlMeGjakF8zALj7DAGtWP/sIqhYvydpq9Wk/sudJ+kk/+YB8QD4wMh+Y2LBq//3X/+Hm1y7LlxeDQjtox8FysOrNN98M/CvbxiqsAvgwgT2asAoItf/++0eQQipFXlMfE/QrVqwIBx98cAQvRArZRqTVscceG0HVD3/4w0J7+uCGG24I73jHO4bZzL1M9AJxmIyus5GmZZdddokgDdBkG3Ydfvjhsf5bb73VTlfuBwcHw6xZs4YBI9py1llnRbsuvfTShjLaqf/mm2+OdqXw6/HHH4/t+OhHPxpeeOGFhnr0or8VGG1YZak3BavW+QFrVm2zzTaFU/QLrGr2d0awqugyHUgBKSAFeqZAHVjFmlXve9/7ChsFq0Y24G1nPMekcZzYfftGY2Kivp026p7u+1XPNGfdqaF1knI2GFAh3VwZMMnd10/nDMiQZq9Imwd8qljDyewHcNn9wDk77/foZ9cAt3jPw6IciEohYE5b056yV/3gqmzdPoUfbTOg5u/l2Nu76vrr1+tgQG3LLWPUmb9OxxPocyABpep79b18QD7Qrz4wsWHVz35WfOGIXzyuvroYFNpBOx2Xg1Unnnhi+Na3vlX6i3fBKlN8+P7RRx8Nm266aTjyyCNjuj+bOLeUZwz6t9tuu6gvaVPYfvvb34bNNtssfO5zn4tAy5cKSOI8C1eT9s827j3hhBNiXdRZZwMeAbdSiMS9ZoPZ3aw8oBZRX6ecckqwdtg9wCMg0qc+9amGdc9ard/AH9pgX7pZeR78pdfodf8pIFjVuT6pE1mV1tYvsOr000+PaU5///vfpybG14JVWVl0UgpIASnQVQXqwKrUIMGq7k8m+MnhMHlyeOOxxxsmgtsZI/p74rpAH945Rj2sOfmUWhPq/n4dd98nxrLmEd5MnhwAGLl2rJ2+2zo4u+WWBQjJXdfP5wqQ9PaNijmedH2oMvv98x6fx5JJfT4LYj1AsDdWBa61etM1vYBbBTQjWi2BSWYL9xVllKyZFUGZ1T1p0rqItyGgbvcW0W8Dy4KHb/Y+5wxyWd3a63NEPiAfkA/IB/rRByY2rCKSyv3RD0RaJVs7nZaDVSNZs+qNN96IaxgRDfTggw82WGjgJRcNZFAH0OPhy9q1a8OCBQuKNZa4l3WRLrzwwmGp9CydH5FMrIMCLOF61jr68pe/HI95bf9Yp4p77D5ek5KKsknjx3WsH1W1blRDA0MIv/rVr+J9p556aoyQsnYZrEqv5zXp/Kj7O9/5zrC37X7A0MKFC4v3TUvWFitL11hcHEJcS4DopFRfu8bKYw2ZP/zhD3a6dG/RU0xipJuBNO8DlpqtlfotbWMO4lGngUHWzMLvRrIRETZ//vwwc+bMGC1G35NqkPRpt99+e8AP/UZUyCOPPBIOOuig4vqqNcYAb/gVvtusbOrJlV/m91yP/ayHxrpo+Ar/qtZIY+22Y445plgfDT/nNedzW1p+lTZ2P2XZemZcDwR/+eWXY5QhGlQ9E1aG7XkugRuAXu7lX05ve/7sGttzfjxudWDVM888E1iTzrZ+gVWkZN1+++21ZpV1jPZSQApIgT5UoA6s4m/09ddfX1gvWNWDiYTBFXFy2SZ660561xk7WtSWlc2eSe2yiI46ZeqaHvhICdDox74g9Vv0txJgRao888exCjXMfr8vg3NpH5Wl+EuvK9IFknLvsccbYFRD1BSfHy79Hs93WWRbXCtsKPKp6nPGQy3msIo+HQJhtCGmP0zXHZsyJQDj0rbotT4z5APyAfmAfKBffWBiwyqGgKxVZetW8Yc92drpuBysYpL5T3/6U5wAT6qIL5tFVll6unQy2uADE8gGc6x8AAmgZO+99w6vvPJKPM16RWeffXaceLc1lvy6SICEF1980YoooNPmm28eoQzvcz3p6kiFNWfOnJhSjzWgmPi+6KKLwquvvlrcRx1MhufqAnwtW7asqKvswADKjBkzwsDAQFwby9IAlt1TdZ6JZsBZmu7O9CKt4N/+9reqIuJ7BuQoJ9cOA0z0TbOJfQNoabSXNyL1gXbqN/CQ+orVA6QD1hl0tPOt7gFJRx11VAQgaM06Xn7NMMCPT89I+b/4xS8izALyzJ49u+F6yvBpFv/617+Gf/u3f4t+vNdee4Uzzzyzcq0wQBX1US++SIpG7tljjz2ijanfA5KOP/74+B5gFp/3z0maQhGIjN1WNm3FR8vWAUMfysA3TB9b6wwbeUbTtc4AsNTB+/io2U85PHeUlX4+lPWblYV9gEvstfoph3Uy7HOAtd94tnnGgaU881zP+fG41YFVl112Wdhiiy2K5vcLrGJy87nnnosgvTDOHSiyyomhQykgBaRAjxSoA6uuvvrq+L3bTBSs6t1kQjEhPGVKxyZ7fequonzGo4CEa+d1rJ52xrFj+R6AS1katbHcrk7YHtPVDUEMwEkuNZ5FVzE3Qkq7MrjSCXtGo4xiTsdS3tHOFoAibbYyiiil5H4fseSfXdadKuoaWBa8lpRZBaI9vKbMopykbvrM12m2xn0KqAx+0Y8djgottS+1V6/L+1LaSBv5gHxAPlDpA4JV551XfCmJf+jvuMPGhXHfzh/jHKwCVJHKrSxapRmsYjKcieI04oUBL5PL/PNQCuMBE0xsM9HMZD0bg1/OMRnNeke2MTl/3nnnxXK+9KUvRSDEewZEKJ8ojnQCvdmaVTbx7etiov6QQw6JddVZG8pADmXtt99+gbWVuL/uxLy1Edvvv//+CCjQIIUlpjGT9yeffHKMMqFOAAS6pxEy1vZPfvKTDan5rD72AA7K+PGPf+xPDzs2nYmMAEDmNtpLWURgsbVTf1pGWk8dO9J7cq+vu+666Gcp1MEPb7nllujLRCm99NJL8XZgKv7L+l/eV7ieZ4N2+/SI+A3nLrnkksK3KWjp0qWB/kjTHPIs0I+856Pc8AlSH+IPrHHGc8BmvpD6vPku19taZBb5SJ0+gpFyWGON55Y117iXDYgJjML+0047rXjWeI8oKXyb8tHQNiAtsJY2UKY9z9gPOCIiivLqPBOAPuAcZd15551WRdwTDWhrwPmy7BnUmlXr5AKc/uhHPyq06xdYBWzmH1GXuU2wKqeKzkkBKSAFuqtAHVjFD0L4UZhtglW9g1UeLOUm+FsdK/qJaUsLFqMh3I8nNbncen8TQWOT950EfkSrEO1CX3Hcan/30/Xe99KUddFOooGG0gEaABkzETmDK4r+Nz/ItrFicrAhuuzLR2b7Gt+y8v3e4FZunSjKrfQDbHfZfqo+Z2IfloApbw9Asmm9FVpU2qv7qvtT+kgf+YB8QD4wYh8QrCJFlw0O2J96qo0L476dP9Q5WDWSNIAYwqQ+k/t+gp/z5557bozMILokBR28xwQ2g2I2AwK5SXXeHxwcjBFTTK7fd9998R6DF0ye56KDDJgQRcKEtm3+PpvUt/fYG2wA5tTZGLRPnz49toc28Y8233DDDdHuZmVceeWVxb0bbrhhBFXpulAAJSubCCciTYheoR7az+Q+azkZKChru7fF6vUT//59Oza9qiKaiIbBPtOsnfoNVpXZQ0QZsGIkUGLVqlVRN6L6zI+snezND30d1pZcVBuT7/g9aSeBKWwGAdEk3YhAI5oPKMYGgGLdMPw6d735vQdcphP9l248T8Chyy+/PL5lfZeLsMNeQNW+++5bQDiL7LNIwbR8gBe2eMBlz4sHdnYf8MnSc5b1q13LHtj7iU98IgJYg3P+favL/Iz3BKu8QuuAo9euX2CV0gA29pNeSQEpIAX6UYE6sIrvqP4HboJVrcOLdsZwuXs8SGKiOHdNK+d8Ki9fnp8or0oF1kpdE+laD6uY+O8EWIplOohAVEsr0UZEea0+44xsFFOv+sbga4yuGlyR9Wfv88yTALBaaXcv2kZ/N8zpEM3U6vPqoVHZOnWDK4JPBUidaMnaVel53iPFXx09iMwy+6sAYeqTdo/tKSfWWdK3dWzRNb37eyPtpb18QD4gH1jnA4JVjGI32aT4chDe//6GcW07jpKDVUyWE0WRRudYZc0iqyylHBPuRH2wGVhggp/oEECGgancekmWTq9svSLKNLgC6GKzifgUhMU3XXRPGawqu8/S0fkJcSuzbM+EOevEGDwysEQqM9YuSqO+fDnf//73I0A57rjjInQCPhFx5gEbZQAh0mgX4BTRLMCqHGBJ2+7rNejRDCKYzlWwKtXMAE8r9TezpxtQIleHASz6hUghIqQMCno97diACgATAOUndOwa21t6xxxMsmsM7FoEnEVW0d+kJ7SoKLve7y2yCn8kAu/pp58O6Xpc/nqzvSwVo2lhzw46cK1/vn15HJv9zfwsvS/3OvUzrsn1We7e8XCuThrAO+64I65HZu3tF1hF6kqiQp966ikzrWGvyKoGOfRCCkgBKdATBerAKv4WM3awTbCqd5MXAAebCK6aRK47ZrRJ6QgLkl/e+qiWTsCWujZVXYcdpDBjMr6fU+ylsMKi1qraVvVejGBxoMp8gHWIXq8BAtDL7mlIEZf0eZUNo/FeTAc49EPdqsgb2t8AXyZPXgfeemx/mSZp/1em06togwd1sd8GljXAJp6FUDOyCbBUZm96HqjZzF9iVJfzSdpIHdgU0wwmtqZ16HXv/o5Ie2kvH5APyAda8wHBKkaBRx9dfDmIXxKIthra2nGoHKxi8rpq8r0ZrMIcm+S2CWmbhGei2ibXDTIZyPCRKjYJXTZJTh12zQknnBDTlTWDKFZPCkya3Wf1tAKrrE9s4pyJWVIWAjj4R4rDOhtp5kiDyOQ/kK/ORt+dc8458Z5U47TtvjyDf9Zn/j1/3Ewvrh0rkVW+XRyzhhlp05ic+eY3vxmjpOgvD/647pprrolrPBmEZC0nrn/iiSeGgUjWCPvMZz4T+4Prbe0lIu2INPKbPRu2rhowLP332c9+NpZl/oiPHX300UX52AskJXVkDqThz6wnZbZzDDQgsiwFaQaWqDO1g9e2PhRlUa75+6abbjoszaC106ICm/mZXW97AC9rU1EPbSNto7XDtOBasyHtMytnPO3rwKp+XbOq2d8Zwarx5KlqixSQAmNVgTqwSmtWtTagbWe8VvceUvLZJPKaQw+tPflcVr5NdAOm0mti1MQQSAB2pO+P6uvBFXHim3oBPX79Hms/+36OsAEkNdh6/wNtaUgbgYlWVizXAYoYLVUBPCLo8plb0K2PUgha37Kv9KnBFRFQ+RR18Z4+hCIprGr7+UkipwBWMcXfwLIIbM0nSvdTpgSAV1Uqv5zm+JzXucHHqPvQQwt/pO4Y5ddHPpVrk871z98x9YX6Qj4gHxhrPiBYxUiXdar8F8qLLirGv+10aA5WMbnJZDxrz+S2OrDKwJCtW7Vw4cIIaRj0MnlP5IjBKQNbBlaosw4gsmsMwDSDKGaTXW9ta3af1eMnxO3eZnubOGdiHoiUWwOpWRlABKLU0nW+qu4zWGRttbZrzarhqjFpTkTSTjvtVAAc4AvQhxR022yzzTBYRV8CtfCmnre2AAAgAElEQVRvotgM/LDnevzdb0Q7AVh23XXXhmupA1Bk0VDma768smPvj6R5mz9//rBIPu498MAD4zPn7fnjH/8YQZPBHquD10ACg9XUYe8122O7+XsVKLI21oVVADfW6ALyeRuwdebMmfGc16KODV6LsXxcB1axttiiRYuKZvZLZBXPAxOcpM7MbYJVOVV0TgpIASnQXQXqwCp+eMN3ItsUWdXbSQabRG46uV8BMGxMaWPONbNmZUFBUVcGZlkZHd0Prlg3Ce9gjNno90zat7oGUEftrKFtjHpxY/p27fURbjG6ZgjkFXpMmVIJ7binuHbInhj5UqMN3dCMCEGzrw5EA9ga4OK+CEraBIGj1b4Ie1zfj2Tdtxh91uR5MGgHmASM8S9GUtWIuivTYBiQ2nLLkALYQn+BquznZ5m2Ot/bv6HSX/rLB+QDrfqAYBWjQBaj919Ipk2zsWFbfwRzsIqoiGnTpoWHHnqoKNsf1IFVltrP1q1ibR6bwLZUZNRB5BDRGUzaM4ltm01o14mssmuaQScDNgZwrK5m95ktfkLc7m22t4lzm5i3tGmmRbP7eZ/JXLTyafeACWhclk7QbLa2WhvL0stZ6kZggO+HnH3WJtbK8pPg/lr6m7Ks3e3Ub22w/vXll+mSXtPsNToyaY7/AZ1Y+4t1y/70pz/FKCNra1V/0QekzPz2t78d0IR2ExlVlkYTHyA126xZs2K9XM+92GJQ1/qtmf2597EZwHnUUUcVgAfY49ctsvsAdfgXC6MbrEOHBx54IF5y1llnNfSj3Ve2N72qIquY+PK+UVYW54mkssjCPfbYI9r58MMPx7XE0Mt8xD+bZkNVn1XVOZbeqwOr0IN1BG3rF1j1gQ98ILBW3L333mumNewFqxrk0AspIAWkQE8UqAOrVq5c2fB3RrCqt4N8P2HcasSEH5z76I8YfZGBFwY60jRmTIQDUTqRitDbZGsYGbygfs4x+U5dTMb763t2PLAssJZXXM+rAggAAYu2bLxxy7Z7kMP8gIc5XquGyBfXjzFVm0ETl7Ktr1IourWZqlIBpn3t11uL2jz2eMv6pmV28rVFw+WiFlutB2Bl5Zk/2T5GWFb4YKt1FdcPrmiAglaf39O2fo5uLNringmd6+3fL+kv/eUD8oGx6AOCVTZM3X//4ott/EXb8uXxnXY6NQerfvKTnwRSlAEYclsdWMV9REoREXTPPffElF0+MgiYASBgXSfOA2P8L+xHsmaVhzre/m7AKrRh0p9IHTabODdoY6/9RPp3vvOduP4UEWa5zVIoWrv4BSsRUlWwyICARbYxkUDatDKIYHDR1h7K2eHPGcSgnnQz8EX/WoRRO/UvWbIkYE/ZumXmI7SL8tvZmMQHqG622WbZtHWmte+vqnqIkDrkkEMijMlpk97L+mI8I9ZGa7NB3vT6Vl/zS2dsT5+vXDlAN8AxIInnk81S9nEeONRs4xrgImWUtT8FmVVl8txQ1oknnpgFs2afYNX2pTL2axpAQBufeQDJ3CZYlVNF56SAFJAC3VWAv+Vvectbwnve857SipUGsL8mFgA3NmE8EujQAKtK0vwZGPOwKqYidOCDtYRGEjli49uG9bjOOKPl1GVWTjf2HpTEtGwlk+FpCr+qa4fZTQo4l/4vBYMx4mYIRMX+yQALD8v8cVrWsLpL2jNa1wH98GkAXCt1RJ8Z8sWoQR+lBCR6DT9pqc+rdB9K/Qcg4rmkP0cd3lKnA672ucMz328+1Irf6Nr++pum/lB/yAfkA/3uA4JVNkxkvSP7FRT7ofWP2unAHKyyasr2dWEVUQ8Ai3//93+Pk+U+QsYiSA499NAIUAyqWJ0WgVQGEQYHB4vIFIsEsugdgzpWlu27Aatscn3OnDlxct3glMGqZ555JrC+kYcRlgaRxalz0S8333xz1NHeNxjEJH5uHSugA5P7vP/Tn/7Umh+vLbsH8IPWdSN6iD6ib0855ZS4XlhRSQgxWm6XXXZpaCPvY2sr9QN+9t9//2jXb3/7W19FBCeXXHJJLM+0bbig5gvziTKfMV08rAK+AiTPOOOMLMABnNBOJnhow+zZs6P/U1e6Wf0Gq6zNaEu/pxt9j+bbbbdduPbaa6P23/rWtyLUs+fA32PPhMEq6psxY0YEl/hmupn/GqxCd/yC/iQKMt1eeOGF2M+skbV48eL4tvlGDjBZ+9CnTr+ZlrlrvZ8LVpXDKvzia1/7WtF1/RJZVRhUciBYVSKMTksBKSAFuqhAHVhFNDd/821TZFVvJxV8erkY2VM1wV3xXh1YBQCIEMGtJ+QjeorxKlE/I0zFZuW2my6vnXFyO/d4WGdp+arK8dFRrUTZEGVk+sZ6Mn3p0+HFtG/JNRYZRzmrz7+gKK/fQEMBKqdMaQlWobvXF7BS1Rd6r73PLj4r+NzhXyfAtPqhvX6QbtJNPiAfkA/0xgcEq2wUSCSV+8Va2Hff+E47jpmDVaQwI9rp8ccftxob9nVhlUUEbbjhhhFs+MghS23HpHXZxDW/1GTSnjRgfqIcoEM0Eu8RxcIEOJtNzJeBB1sry0d41bmPyV5s9BPiDYK4F6R+Qz9SqRE1hm0AICbbgQOnnXZaLMvSvnEra4MBEOweH8FCHwC3eM/DCNK0cY73fD+R1o3+QZt99tknEBlkm9mW3kNU1eGHHx7vyQESu9/vKZfysYHoILOZvrGoK2CSnefeduq/7rrrol3Yh522mS5lEMWua7YHtpAakegm2uE3fM5S0HlYVdYO7mUtKGxCY8Ak7aev8R908TCSvrIoo3POOafQyuDk9OnTG9IsUhY2orlPM1imEdfjg/iCgc6yfsP25cuXxwgvtGDiic0DoeOPP76hD3xf+zSDVgf1kmLRfMD7ZtkzHyt1/xng9M85b6dl+WeT+gDjtOPBBx90pY2/wzppANNW9wusAtjzuWcpJ1M7BatSRfRaCkgBKdB9BerAqtQqwareDJT9OLCIuJk8Obyeiajx15YdN8Cq2XOGT/K79GwGxYjkKADK2zcKRFj415RZVl96nknvuLbOLbfEewys9BtISe22KCDaTZq99P3caz+ur3uP6VFVTzNQY/VSVkNE3vXX17I715ZROTewrJj7aCe1pV9faaTQdFTal0BE1dH7z1D1gfpAPiAfkA/IB+r6gGCVHw2yVpVFV7GG1cqVbX2pzMEqUswdeOCBDRPlvuq6sMqiipiYTtPPVb1ndTFRfvbZZ8fJdibojzvuuAiMbG0d7ASI2dYMVllUB5PoBx98cLjooovCq6++2hRytQKrsOXOO++MQIF6Pv3pT0ewACAzu0lbZ4DNbGdSHcDBPfvtt1/4xje+ESHXBhtsENcdAtzZpD/3cGxrLXENQOzMM88MrOuD3sCMXCSP2Wb3sEaTrbNEnWjuN4v88bDG3ifFnLcZYFDVRu5rtX7swS7ahJ3YS1uxH5+gvHTDDq73ACO9xl6jI0AE3U0T6iPSidfs8RXKM1iYas813IN/YhNleUjj111CL9rg+wog5lOh0ebzzz9/mE34BWWn7caX8ClsnDp1aozkwh67njr9wufWB5RFRBS2VPkBkJc2+j7wfZ3aj7b4DT5IHdhh7eX1P/3TP8WyctFS1i+2B2oD7agb36JebKVN6EDEEH6RRgQa5AJcU7dFfVm542VfB1bdf//9geg72/oFVu27777Rr1iDLLcJVuVU0TkpIAWkQHcVqAOr+ByfO3duYZhgVe8H935yPhdRU2fwTYo6G2vmIlKKaBeickjL98aq4AEKkTqABX+OSJ868CyCMvfDTCI2isiqkpSEddo02tdEzYbsbiVlnUWooTd6NdOIPrW+ideXwA7fhwDMtP1WBmnjTF/OcV96ba9fW8rJtiJ3XMrEnC/3um2qv/efmeoD9YF8QD4gH5APtOsDglXFMDCEcN55xZfU+EXzjjva+lKZg1W+mtxxXVjFvRY5AljyUT68x5pWTEKnkU6+TiIobr/99hjFAzzg+l133TXCgBT4NINVlMuA+lOf+lQsx9ZnanZfq7CKeoi+Ofnkk+NaVNhsds+bN68husa3FSjAYB/gwPXsjznmmFiWv86OgSaPPPJIOOigg+LEPfcwiQ/ooE25ze454IADIowBHhDhQAROCqq4vwpW8T7tJIUj4ID6d95553DFFVfEKLJO1E8ZRPCgG/1OHdRF+sgcjOP6VmAV19Nu0iVa+fgZUWPz58+PdVuaRh/9ZDp67bGL1/QJ7/sNX73wwgujPrTBtOJc6sfclyu/yh9MI/qSPqX8rbbaKvoTfpVu9Bu+Zb5mbeZZ45lLt1z59HWZ/dyf+jP6ojP+gX11YBXlPPfccw0+RrtYQ4soNksXit8TyWbbyy+/HFMS2WcGa1uNx60OrLr88svD+973vqL5/QKrCoNKDgSrSoTRaSkgBaRAFxWoA6v4G8v3CdsEq3o/2PepAEcyOV/AjJkzh40zDR4QnQPcICLIrvcABfBURHpNmhQjeJpNBvgoH8rk/jXHHx/Lp95m9/fqfR/J1AokLLQc+iEqKf6q2uCjtyIULIFVlOHL9lFFPnKOa4o+IhqvorxevWf+hW+3Y0OxjlgbqQTbqU/39P5zUH2gPpAPyAfkA/KBbviAYJWNAtk/+2wxIIgDg6OPbuuLWw5WkYbs7rvvjmnBfJV23Aqssnsm6t4iyOpOzPejTkCHmTNnlsKhfrT5yiuvrBVZ1Y+2yyYpUFeBOrDq6aefDr/85S+LIvsFVgFGifIrA+uCVUWX6UAKSAEp0DMF6sAqshxcT6TH0CZY1QcTA6ToI/PGEOhpd6BuaeJiRJQDGB6GWQSRj6BKU9n56yPceuzxynGrBywGwNbsuWcx9m0rusbZ364eze4ropNaTL+YthdwVBrd5NIvomWzKCyi3goNXTpHH3Vl/cx1rayb1UyPjr5PdNSWW7a9JpJf46ujdnXBr8aavaQD5ZnncwDwbP/w8/QfUaClvi5tKz8nx5pfyN4++G6gZ0rPlHxgVHxAsMpGgbZ/97uLL59hk03aEj0HqzbffPOYeosIkdwmWJVTJX9urMMqWxuIVG6Dg4P5RvbZWdaaInruhhtu6DPLZI4U6KwCdWBVWmO/wKrtt98+TJs2LSxcuDA1Mb4WrMrKopNSQApIga4qUAdWpQYJVvXHhBQRVQYp2o1GKQCUi0ZhYrmIwiFl3P0PNERVMRmdm5T0qQnLrrH7PDwpbACkbL11bJMBMru+X/ZAvXaAD3pYX9meSKBcu3z0Vp2oOQ+lSDfoy7S6/L7f1wTz9rdybBrjT63cN1GvJfIuAieg09A/g05x/+UjG8CTf2a9P9U5ruPHE7Uf1O7++HuqflA/yAfkA1U+IFiVjgaH0iHYl4B2fmWWg1WnnHJKTNFH+q3cJliVU2V8nhsYGAhHH310TJ84VlrI+l6kmAQUapMC41mBOrAK6DNjxoxChn6BVWeddVZgTUIiv3KbYFVOFZ2TAlJACnRXgTqwilTSH//4xwvDBKv6Y0Dv15QqAx9VA2/e8+nmLPqhiB6ylH5uPSDGpD7VnC8/QpOhaC+uS6Ov7NoGuDJ1asO6V2v3mVlAnXYBnNUzGntbewow10r5xX2zZg0DgWk5RD7Z2L9uqkGDaFF3l0bPQ8dYJpFaA8tasj21r99e4ydes2YpFvvN/pHYw9yQgSbaXcCmBDSZ/5lfdXvf6vMyEk10b3/8fVI/qB/kA/KB8eQDglXFMHDoYNGi4ssqXyr4AtJqh+dgVVpN+lqwKlVEr6WAFJAC3VegDqy69tprw2677VYY1y+wqjCo5ECwqkQYnZYCUkAKdFGBOrDqF7/4Rdhll10KqwSr+mQCwqWLazeaxKeQY20kP+lv0VE+vVqziCd/LaAkl8KOFGI2WV6kpBtYFlPAkdrQIsYqU+X1KM2NTfq3NCZ3/YTeXqM0/SIgySJYyvTLzQU0lDljRjFfYFqa3u1CzVydvTpHRBC+SttSGFf4U4/8o6OaDCxrTLV36KEx0sl80Pq06/spUxoirgpANpQOEADOZ4f9i8/KOAOkHe3n8eCrakPxmSvf6JPvR/JJ+WSHfUCwqhgGugOXCvBNfn3Woug5WDVnzpwwd+7cQA763CZYlVNF56SAFJAC3VWgDqxKLeoXWHXaaaeF008/PSxZsiQ1Mb4WrMrKopNSQApIga4qUAdWpQYJVvXPZIyHS0zitzpOJEoqN9nNhDgRUJRp8ITryqKqfL2MV63MHBxpiAibNauwmfqod9UVV8Y9ZURgNriiuMbX04tja1uuXWX2EPlieli0mE99CGiyextSALYSveWAmPUTdfl66MexHlXlo/5M0+gn03cL+JXpOFb2+Dz9FOHbyadEWOyj5HwbO3Y8eXIBkgqg9OUj10dlDUEnwCq2xX933zPmtB0rPiA7++fvqfpCfSEfkA+U+YBgVToa5PWppxZfcPmS0moqwBysete73hU+8pGPhIceeihXYxCsysqik1JACkiBripQB1YtXrw4AH5s6xdYtc0224Qdd9wxLFiwwExr2AtWNcihF1JACkiBnihQB1aRzpUoXtsEq0Y+mGdindRYZanyygbL6XkfUdPuWkRpdAqAw8AXk9k2SV43lReT23YPe157uxuiuc44o+E9YNia2XMiFDNI1goY8vWMxrHBkgjRav6AlMiSqAfrgg2BNx9dRjtNI6+3navbDq+r198fA0UqyyOaZ8g3PUSrvKemDp0qwwAP+tSBp52qt51yfJq+GIE0e846UDS09pnvm1aPeU4L2DR7TgGb0MX/Q692bNc9I/+cl4bSUD4gH5APjA8fEKyyUaDfjzAVYA5WvfLKK2HFihVhzZo1vqbiWLCqkEIHUkAKSIGeKVAHVl1++eVhiy22KGzsF1g1ODgY+Ld69erCNn8gWOXV0LEUkAJSoDcK1IFVrBXKD91sE6wa+cDbInSYoAYWAYJa/UEiEyDcY5PcpEVrZVIEYJJGcTABbtE3PoUcEU8GWurUAWAyu2ifwS/u9dFgVbAOsGJl9As4KYAQUUp1Ir7cel9p/wDlrH1oxPpUxWv0bhUCUZeLarOyDPrZ6xRqAjM459cvIx0j/tGyDa3aPE6u5zmMIHPy5KIPTe929waj8BNAVwRQ6hP55Dh5ZvTZMvLvEdJQGsoHuucDglU2Ckz3PhUg+b9b+COVg1VPPvlkTM3097//Pa0pvhasysqik1JACkiBripQB1Y9+uij4dJLLy3s6hdY9dRTTwWivl577bXCNn8gWOXV0LEUkAJSoDcK1IFVjBu+973vFQYKVo18cMzEM5PR6UQ25yyyqO54D7BAORE0NRsjDq6IkTMWIZTWD9gADHmg5CN/6toEyPHgJKYVXLwkphb08MTAWFm5QLxoI9FHfTBRH9MiTpoUbQJcldlt5z20GxYFNLgiRsYM64NJk0Kdsq0Ov0ejqDup3mbOjH1JXzT055CvEJXj+8js4FpF47T2jPsIR9Ox6d7Wfpq+2zoY9YOr1kXYaX2nps+V93kdt+ar0kt6yQfkA/KB1n1AsKoYBiYHc+c2DGb45VVdB8vBKn6FP3369PDII48kFa17KViVlUUnpYAUkAJdVaAOrEoN6hdYtcMOO4Rp06aFhQsXpibG14JVWVl0UgpIASnQVQXqwKrUIMGq1ge5ZeM2oofSNHzFJPfQZHaMqrh2XkN0ki+vSB1XEu0DwCC1W4ycyUR+RKhxxhkNY01vQyvjTm9XjPoaAmmxvKH2WNnU66/PHgNahlKmtRrdlS2vGcyr8X4B+poANL/+VGlbB5YV63OZLsC8jsOigWWFjkU9Q9DNXsf1wsbguk+j1c+tlBsjq6bvVqTlK9LzzZpVpOcDaAGph0HLGj7Xii26tnOfz9JSWsoH5APyAfkAPiBYlY4G7fXSpQ0DCL4k131ocrDqsMMOCyeeeGIgB31uE6zKqaJzUkAKSIHuKlAHVt11113hq1/9amFYv8Cqr3zlK2HOnDlhEalsM5tgVUYUnZICUkAKdFmBOrCKtQePPfbYwjLBqg4P3AeWxQltH3FkACG3B27FyfChiAwfoUUkD3ArRs1svHHD+DEtC4Dio5XS6JAYDXX/A7XHnLmxKRPzFvmV1s/Efe6e9FyMZhqCbHXXzUrL6ORrQFLRpsmTo94eLnE8LIViRbQM7UNr04fIuk7aW5SFn5F60APESZNi1FVMDVgnraHAyuj0jXSVrvIB+YB8QD4gH+hbHxCsKoaBmYO99iq+xLbyi6scrFq5cmV4/fXXw9q1azMVhSBYlZVFJ6WAFJACXVWgDqy67LLLwuabb17Y1S+wir8xVX9nBKuKLtOBFJACUqBnCtSBVaxZtemmmxY2ClZ1GFYNTU4AOQBIBi3iPhMJ1fB+Eh3T7D0gFtFcHq4UMOONVXHdJNLAAb2apejz91Udx6iToegos6+VH15SdrFW1KRJ61Kl9XhCBwjnARPtAiIOO7fxxqURcV4z+oM2Agw7pbsvv+GYVJC33LJORwGqvp0Ya+izHvu7bBmdz3zpKl3lA/IB+cDY8AHBqmIYmDn42c8aBi/xy2yNLy45WHXNNdeEX/7yl+Evf/lLpiLBqqwoOikFpIAU6LICdWDVq6++Gl544YXCsn6BVdddd134xS9+EQYGBgrb/IFglVdDx1JACkiB3ihQB1b97W9/C3/+858LAwWrRndgTbSTpb7jB4pEE5GKj4ipGDU1Y0bzyClLIXjooRGCxCimHoMJonewP0bx1BjDphM4FkFWa22uNspP62v2OgsXDR7Sb0RI9VjzZm3Q+6P7LEtf6SsfkA/IB+QD8oGx7wOCVcUwMH/gf63Fr7fqfAHOwap3vvOdcS2Rhx56KFuRIquysuikFJACUqCrCtSBVcuXL29I6dovsGrrrbcO22+/fbj33nuzmglWZWXRSSkgBaRAVxWoA6sGBwfD73//+8IuwaruDLpZZ8rWs2K/6tp52SgQQJRFLLULgsbCRArtt3aWadGLdsSoqPMvKGAitpHarxe2qM7uPJvSWTrLB+QD8gH5gHxg4viAYFUxDMwf8Gs0+5LOvs6AJAer+LX7rbfeGv76179mKxKsysqik1JACkiBripQB1aRBnCLLbYo7OoXWHXTTTcFJkFfeumlwjZ/IFjl1dCxFJACUqA3CtSBVUoD2MPB+OCKCEFsPSvS+Pl1ppgomSiwirZadBXpEjVJ1EO/7ELk2kTvX9J1Rkh9/fXydfmbfEA+IB+QD8gHeugDglVNxqn8cssGK8CqOmkQcrBq1apVYfXq1eHNN9/M1ihYlZVFJ6WAFJACXVWgDqy6++67wwknnFDY1S+wqtnfGcGqost0IAWkgBTomQJ1YNWvf/3rMHv27MJGRVZ1HxIQqbNm1qziR4usKxVT+w2tM2U/ZiRd4Hie5OeHmrGtkyfXyjAynrVQ27r/HHZTc8A0vs5z3816Vdf49iv1r/pXPiAfkA+07gOCVcUwMH+AU7HgrQ1I2DdLg5CDVZtvvnn42Mc+Fh5++OFsRa3Aqtdeey1ceOGFYeeddw6TJk0KG2+8cTjooIPCI488UgrDHnvssXDAAQeEDTbYILztbW8Lu+++e7jxxhsjQEsNAqrxi873vve98dpZs2aFxYsXp5fF16Qp4f1jjz02vP7669lrOn0S+4hs2HbbbWP7adPPf/7z0mquuuqqeB17vz377LPh/PPPD3//+9/96Qlx/PWvfz1q8qtf/WrU2ttv+pb5wagJoILHpAJ1YBUN8z886BdYRQpA/i4sXLgwq71gVVYWnZQCUkAKdFWBOrAKg/zfGcGq1ge5nZoYeOP+BwKgysaCb06dGtbOmFG8fn1g2bie2I4/3BxaFyqNMOuUxiqnd/4t7ddrL1i1Xgv5hbSQD8gH5APygV76gGBVk+EpnTMsumrq1MpfluVg1T//8z9HoLRo0aJsjXVh1Ysvvhj22WefCBr22GOPcOaZZ4bDDjssQiigzTXXXDOs/DvvvDMCLaDWcccdF0466aQIogBd3/jGN4YBq5tvvjlsuOGG8dr58+eH/fbbL4KhHLC67rrrYlmPPvrosHpH68QNN9wQIRowjbbQhpxtVn8OUixZsiSwvgvaCVaZUp3b96O+OT/oXItV0nhRoA6s4ocBF198cdHkfoFVfFbz4wHsy22CVTlVdE4KSAEp0F0F6sCqJ554Iv4wzSwTrOr9hAFRVTaZbeAKaNXLgXxX6h5cUYA5iyzrSr09TD2j9vX+eetFHwCiebYVWTUx+78XPqc65WvyAfmAfCDvA4JVNgos2ZvjpNFVq//jP0oHJzlYxVpVr7zyyjAwZNXWgVVELhHBRGQU169du9ZuD/fff3/Ycsstw0c/+tHwwgsvFOeff/75sMsuu0TY9OSTTxbnV6xYEQ4//PBYFmtp2UbU1v777x8+97nPBa5h+93vfhfLPvfcc+2yuKdNgLNTTjklrFmzpuG90XxhUUEM9tvdrE2CVaMTWdWP+gpWtfu0TKz76sCqfl2zavny5ZV/ZwSrJpYvq7VSQAr0pwJ1YJXWrMoPXG1c1ss90UWs37Tm0EPDeI+qWn3GGQ2pEMd7e3vpV6q798/8mxtvLFglSFw6x6dntPfPqPpAfSAfmDg+IFjVZBxrD8Ow6Kq3bxQjrux9v8/BqgULFoTf/OY3BQBKq60Dq+67777wjne8I5tyD1jEGipETwGubLv00ktjFBb7dPvtb38bNttss3DkkUcWKfz+8Ic/hB122CEAhGwDSn3yk58cFoXE5D+ADDDRzc1g1UhS2PUjTBlrGlbZ24/6ClZV9ZjeMwXqwCpSXHpY3i+RVXz2P/jggxFYWXv8XrDKq6FjKSAFpEBvFKgDq5577rlw0003FQYqsmriDM79mLKnxwPLYrrDOIE/ZUpYff4FmsTVRP649gHBKn3O9vQzV58v4/rzRb6lzxf5QGs+IFhVDAPzBzP2o40AAB6xSURBVN6h+JJuaR/Y86s6/74d52DVFltsEXbbbbfS9Ex1YBWRTURV1YU0K1euDEcccUTYdNNNQy5NH5FTRFABp4BUbAYZPKwiTR4RSD4KaWBgIMyYMSOcc845DTn18ypWnyWa64c//GHYddddI1gjnSERW7fffntD9JjBBtIX+n/e1lxNdh97NoNdvgz65i9/+Ut8nwi2efPmxXW90NvW+OJc3XW5vI7Lli2L0WdTp06NdtPOX/ziF7FtL7/8cpg7d27w7912223DNGXdAiLjjjnmmLDVVlsV7Wd9GtYvQ0O/WZtvueWW8O1vf7tIA3n22WeHN954o9Ag9SWfMpJjv9VdK62Zvr5MjgGtROfRHx4A+OtMTx/x164m5geUbzr5c1av+X0OyFI3qdZYKw5AjO1lfWHlaT82FKgDq9KW9Aus4rN82rRpWrMq7SC9lgJSQAr0kQJ1YFVqrmBVawNcG5NpL93kA/KBuj4gWCVfqesruk6+Ih+QD8gHRtcHBKvS0WDyusEBB1cEy2Vs0GrVtfOGAascrPra174WzjvvvMAvJXNbM1j1t7/9LRx88MFxIvLPf/5zrohh54AvQBhSAwJM0s2isZhoN2hRFVkF+AKAMVF/ySWXhB133DEQYTCSza/BtdNOO0WIwrpaAAAgEXBl9erVsYqFCxfG9ak+8YlPRDjwpS99Kb5mDauqLQUSXD9nzpwYpUYbTj/99HDRRReFV199NcKo448/PpYPVAK88A/b0AkNUjCUq9vgChFp1GFtA/gB42jbBRdcEPbcc8/se6wbZht6kw6G+9CF9I2s02U65eyyNjN5DQg78cQTI2y8/PLLY7EGlKzfOQkM23bbbWMdKaiin7CVukwXqx+7sA872ar0jRdk/iMVJZoQHZhLKWntsQjBkWjiwZSV68+ZeWWwirqBq9hr/cHacawhhz6AVvTSNjYVqAOr6H+eLdv6BVYBvr/1rW+Fp59+2kxr2CuyqkEOvZACUkAK9ESBOrDqpz/9afjABz5Q2CdYNboD4obxnn7dPmxsK33kfxPBBwSr5OcTwc/VRvm5fEA+MBZ8QLCqGAbmD9JOJE+5gaq4nzIlvLF4ScOX+hysype+/mwzWGXgCfjBMVFHe+21VzFh/pWvfGUYOPLAhFR+uc2gxY9//OP4NiCGNav4Z1DG0gXamlW2DhbAygBFruxm54ABACcm+M8666yGqKWlS5eGfffdN7YPEOI3s9mDFv9+epwDEqaNjxbjPlJokWoRuGOQjPNoccghh0R7/BpfaV322srPgSQmIDifew9IBQShP4mAYgMIArwASX7dMd7705/+FFM0co/Xw9pMmsdcVF2qIfZSB/AF+3y/Wj9RB7DI6wLcxCe574EHHrDmFxF6qb7FBcnBSy+9FCPZiApJYaxBI9qCL7KNRBMPpkwnf85Ms3rTyCp0pr202yISuQdd0AedWFuubhSe1ad9fyhQB1YRGTlz5szC4H6BVYVBJQeCVSXC6LQUkAJSoIsK1IFVfB/81Kc+VVglWKWJhXRMqtfyCflAZ33gzS231JpVgvUN83p6xjr7jElP6SkfkA/U9QHBqmIYmD/ICbnmy0c2AKu1224bXh9cUfxhy8GqL3zhC+Gkk04q/cV7M1i1ZMmSsPXWW0eIRDlMiO+3334xwoY9r4mgueuuu4qGGDCpAgZXXnllhCZ+sv66664LG264YYzcmT9/fqwHkAEgAGKQVm6XXXYJQKuRbAaGZs2aFQYHB4cVBWQBUDBY97AtBS3DbkxO5IBEmTZ2LbqkG5MLpOCz6KT0ff/ayveAxd63vsylZwTUAGx8WkJS+RGZBSz0EMnK4zzgy/ehtaOs772GFjWFDxExktZha6WVlWWAjVR+FhVl7S+7x2y3PXWSUpJ2oLPfrCwPUEeiSU4nf87qzsEqABRrvAE0/bNm9+DH+HOu3+0a7ftbgTqwKm1Bv8Aq0oQSNbpo0aLUxPhasCori05KASkgBbqqQB1YlRokWKXBfW5MqnPyC/lA53xg7Yd3FqwSrCrm9PRsde7ZkpbSUj4gH2jVBwSr0tFg8joraCYd4JpZs4o/bDlY9b73vS98/OMfb3vNKpuwZzKfSI8FCxYUljLRzzpHRHt4iGT3VAEDgxp+sn7t2rVxTSUACQCDyffFixfH+p555pkY4WPp2FhziSgkS1H3zW9+M7AWVp3t4osvjnCCfW6z1IeAAcCWbR602Lmqfa6NZdoYQENjoicsuqyq/Nx7Vr6HTnadRcm1+p7dn+5z7bNzRKzlNtPw5z//eYwYw68Apimo4l6DYTmAx/uWOpJII4OK1v4q30vtMijmoRfXWFvY191y99Q9Z3XkYJW1tSy1JveaXhataOVpPzYUqAOr+BwE5NvWL7DqQx/6UPjIRz4Sfv3rX5tpDXvBqgY59EIKSAEp0BMF6sCqP/7xj+GXv/xlYZ9glQb52TGpJpaL8bf00TMyUh8QrJIPjdSHdL98SD4gH5APdMYHBKuKYWD+oMzR3njs8RAmT26IsFoze078wpyDVUCd5cuXN6RQ8zU2i6yyyX+gQi79HhEtTPLzPgCCze6pAga5yCpvlz+mDuDHjBkzwsDAQExzRrozIroATvzjmNR+TPQ32wyY5CJU7F67xkfb2Dmf9s6uz+1zkKJMG+w++uijo45oCawj3SIRR6QmzMGcXJ1l5XPtSGAVqQFJ/Xf33XfHlHOf//znI6TEVg9zcm32dpqGgEDu5R/rg1lklF1LfaQk5H1bI4z1svy/U089NUYS+XR5Ve23stM9oIsoOkDQCy+8EN+2SCZfdnrfSDSp0ikHqwxmEmnIWmdeBzv+7Gc/G/VCY21jT4E6sIrPTaIsbesXWMUzxN+ZVatWmWkNe8GqBjn0QgpIASnQEwXqwKqf/OQnYfPNNy/sE6zqzMC3bFyn89JXPiAfMFi1duZMQVCBcPmAfEA+IB+QD/TQBwSrimFg/qDqi+uqa+c1wCrWsFpz8ikhB6ueeuqpwK/xyyBOM1hl6eFyqePMcga/QAWbJDdg4CNe7FrbG7SoEwVia1exphEbafqwx6KsOMdxGglldaV7q7sKOtk1HsTYuar7fF05IGHa5EAegISoCVsTzGAO+wMPPDAsW7bMF589riq/HVhFZBsRbsAzbw/rWNG/nPMa5drsDTUNuY/0epSTrjvF9QZsfJ1lxx4oVbXf25EeE5VEG61vLZKP1HvpGlCd0KRKJ2u7bxd2lbU/PY/G2saeAnVg1f333x/hrrWuX2DV73//+5hqlqjU3CZYlVNF56SAFJAC3VWgDqx66KGHwty5cwvDBKs0kV41JtV78g/5wMh9oIBVH95ZE5Q9nKCUL4/cl6WhNJQPyAfGug8IVhXDwPxBsw5e/V+XDgNWrx9zbFj8+z+EpQMvFYWSnmmfffYJjz/+eHHOHzSDVfxiHijhJ879/RzbRLpNkhsUKUtZRhTNCSecECffDQ6kZdrr1atXx3R/tMFSvQG4mKD39y5cuDDChjrwy4BJncgqf43d5+s1O3P7HJCoC1MAFqSnO+qoo2KqQ9pLNFkKTtJ6q8q3fqmbBvDJJ5+MMAmIw/pkTDhz7tVXX43V5tqXO+dtNA2JlKMt+B9tO+SQQxpSH65cuTIcccQRw/rZl5U7rmp/7no7Z5FLRC0RxQYYxS4DpHZdpzSp0ikHq8y/c5DTbNN+bCtQB1alLewXWEWq2T333DM88MADqYnxtWBVVhadlAJSQAp0VYE6sCo1SLBKkw7NxqR6Xz4iHxiZD6ydMSPO6wCtpOXItJR+0k8+IB+QD8gHRuIDglXpaDB5XUdcoqmIqvL/Bv9l7/Dic88XpZHejAluJvFzWzNY5dOxeXDjyyL9HxP7tk6RgYayaCzWlvrc5z4Xtt5667BkyRJf1LBjJj8p5+abby7es4l+D40MUvBes60f16yqshlAAiycNm1aINKtajMdclCjFVgFsAHc0K+59I/YQH/zvtfc+saf8/YarLK+A0ACIgFiV199tb80W37DBZkXVe3PXF6cMp/cfffdw/PPPx+IqCLqiwgr2zqpSZVO1k8eEPOc8Lxg30svrYfRZpv2Y1+BOrDq9ttvj+lCrbX9Aqv4PCf6k6jX3CZYlVNF56SAFJAC3VWgDqzi+xnpl20TrNKAv86YVNfIT+QD7fsAa5Azn/PmxhsLVimySj4gH5APyAfkAz30AcEqGwWW7Ot+4Vt9xhkNsIovOqu2/kAIS5fGkoFNrCNStuZRM1hFIRZlcuKJJw5b+8oin4ANt956a9Ea0vIBMnyqPnuTCc3NNtssQjSiSMo2Im+IJiIN3eDgYHFZLrKKwTX11YmssiiatFyrwOxLwUAKWuz6sn0OSORgCpFm3/rWtyKMMIjjyzR40U1YZdE9aJqzif5Av5HCKtoJBCWFI+sxPfvss0XT8Sf8qqyfSA+5zTbbxElyAzg5fYsCmxwAMbHjmmuuCTvssENcM4vnx7ZOamI+TPrBdLO0lx5WvfbaazFtInp4cGv34kOsHbfddtuFa6+91k5rP4YUqAOrrrjiivD+97+/aFW/wCqeE/6tXbu2sM0fCFZ5NXQsBaSAFOiNAnVgFWtW8R3dNsGq9ieg647ldJ00lg903wdYB3zVLbfEf8yn8CNg+7d2+m6BKCf/780ttxw25+J/MBxh09SpDfdwv5W56vrrY12vDywbNgnJ+uPx/rdvNOw9+Ub3fUOaS3P5gHxAPjBxfUCwykaBJftWHo5cSsAwZUoIl18efvjDH4brrruuNBqjDqxirSQitFhb6MYbbyzAFwCM15z3afpoEtAB+EB0ik9BSATL4YcfHiFEbtLdywHEmDp1aoQZ/nzZmlVlkVz+Xo6BDvxqFNBi6ejsmqVLl8aoL95DGw/5OgGr0JL0iHvvvXd45ZVXrNrYR4AItEEj20xj3sutn2TX2b4K1hj0qpMG0OAHOhBhBZS0DYhoUVWdgFUGPNO6DIjR9u985zsNKRDNj7jn29/+dtFPZfqa7VV7g0T0D+USMei3TmpiPkyKzT/96U9FNb5dHlZxAc8LWkyfPj0sWrSouAcfue222+JzmAK/4iId9L0CdWAVfe2BUL/AKgApQIrPz9wmWJVTReekgBSQAt1VoA6sSv/OCFZN3MF6K2NRXSs/6RcfeGPxknUQ6tp5BSgq4NO22zYFTimAGq3Xa7fdNmAXMAuoZfX0i46yQ8+0fEA+IB+QD0xEHxCsajI+bdUp+LXOm//n/xRfdOwLz13/+3+HT++wQ2DB5NxWB1ZxHxCEiXAm8ffYY49w5plnxnWMmDwHSJGqLt3uvPPOOIG+wQYbxCiqk046Kbz3ve+NZXzjG99oACDpvRbFkktnZxFXgCyiYfjHcZ01nayeF198MQI22rPTTjsFQNRxxx0X7eXcaaedFqGWXc++E7DKR8gcfPDB4aKLLoprQHHe1miiLbNnzw5oxFpRVRp7+zjuFKyiLIAKwMT3OXZhH+ctTSC62JaLJrP32JdpuHjx4uhHgE8fycV54IzvJ+9HaIZ2tpXpa+9X7e1e6iqLYuuUJubD1MUzQZusXaz9s//++w9bJw6od/7550d/sGfK+wja8cz5zSIOc8+Rv07HvVegDqwCxj722GOFsf0Cq0hRuf3224d77723sM0fCFZ5NXQsBaSAFOiNAnVgFT9seuSRRwoDBas0UdHqmFTXy2dG0wdW3X3Pumio//iPdaBn5swIe958+0bD5kFsPmQ09g1RV1OndqxuYNto6qey9XzKB+QD8gH5gHyg3AcEq4phYP6gHed59cGHwuubvWfYl6U33/rW8MYJJ4SwfPmwyurCKm5konTu3Llhq622ivAAaMFrzuc2fp3JgPeAAw4ITK4DXUitRzSWj9TJ3UsUCZPv9913X+7tGH106qmnxmu4jnRqHlpkb0pOcv2FF14Ydt5559gebMTWBQsWNEQv2G1loMXeT/dl4Obhhx+OkWqACr9uFwBj3rx5USO04n20rtI4rbOTsIqymRi3/sMetAKYMJnxhz/8IabLI+qOtafYytpsdpZpiK+wNhZ1pFF6aT+ZH6EVmqVbmb7pdbnXZv8JJ5wQiKTKbZ3SBCBLWjdgL+3meTrnnHNixB06pZFV2GLP1EEHHVSAVe475phjGlIomt2CVaZE/+/rwKorr7wyfiZYa/oFVv3mN7+JP4jw6VrNRvaCVV4NHUsBKSAFeqNAHVhFGsDNN9+8MFCwqnww285YTfdIT/lAtQ+8cf8DjTBqKCVfmDx52BxHuxCKtaEibBqKbCpS9f3gqnVRWUPpAd947rkRgaMiyuuWW4KlGlw7BNdiFpxk7XHaQ/vlI9U+In2kj3xAPiAfkA+Mlg8IVhXDwPxBO8IPrngtLHniqfDakUflv8yRGnDu3AZo1Qqsyluqs1JACkgBKTBSBerAqttvvz2upWZ19QusAlKRwrLsRwiCVdZj2ksBKSAFeqdAHVh1zz33xFTZZqVglSYD2hmT6h75TakPDCxbB4R+cNW6NH2zZq1Lg8c8RQbetHRuypRhEGrVtfNifaxRVWpTDxdyt0gx1s/qVxv7UTfZpM8Y+YB8QD4gHxgNHxCsslFgyb4d0YFVi3//h7B04KUQFi4MYbvt8l/6+DJ4/PEhLF0a12X6H//jf4QPf/jDJZbotBSQAlJACoy2AnVgFdF+PpqwX2DVXnvtFSMiibDKbYJVOVV0TgpIASnQXQXqwCr+zrzxxhuFYYJVmghoZ0yqeya23xTRUWecEdbMnrMuTd+WW+bnJVoEVJZ+j2goopUi5FE0Ul+COH0OTOzPAfW/+l8+IB8Yiz4gWFUMA/MH7XRqA6waKvY/N9ssvPK//lf+y+HkyeHZ7bYLH3/LW2LKsbvuuivonzSQD8gH5APd9wHWAXzLW94S137K/1UIcW3AH/3oR8Xb/QKr/uVf/iXsu+++pWsjGqx65zvfqb8x+jsrH5APyAd65AOkzObvzHve857i70h6wFqhZF2wTbBKEw3tjEl1z/j2G9LjAYlW/9elDdFRnVg3au2220a4BeQCSLEuN3XJp8a3T6l/1b/yAfmAfEA+0A8+IFhlo8CSfTudlINVzz//fBh46qmw5uSTQ1luZMLrn500KZz9D/8Q3vU//2d461vfqn/SQD4gH5APdNEH/vEf/zH8wz/8Q/jYxz5W8lchhMsuuyxsscUWxfv9AqteeOGFsHTp0oaor8LIEMJtt90W28Ykqf6+6O+rfEA+IB/ojQ/wd4ZsCtuReaFku/rqq8Omm25avCtYpYmDdsakumfs+w0p6SKQ+o//iNAoRjRtu23+B7AtREe9OXVqHkYNrhCQ6mE6Qj2zY/+ZVR+qD+UD8gH5wMh9QLCqGAbmDx599NHQ6X+//dWvwp9nzw5v/N//W/lF8/X/9//Ci1/4Qvjdddd13IZOt0nldd5PpKk0lQ/IB+QD8gH5gHxAPiAfkA/IB+QD49cHFs2fH57+/vfj/ABj/1c/8IHw96lTK+cJmq0h9eZb3xrLWb777nE+4fmTT451aF5h/PqRPiPUt/IB+YB8QD4wXnxAsCrPqLp39mc/C2H33Zt/GX33u0M4+ugQHn64e7apJikgBaSAFJACUkAKSAEpIAWkgBSQAlKgPQVYw/qOO0I477wQTj01hH33DWHatBAY37cQDTXs2o02WlfO/vuvK/fqq9fVs3Jle3bqLikgBaSAFJACUkAK9IECglV90AnRhGefXfcls86X1ilT1n3JvfzyEJYu7ZcWyA4pIAWkgBSQAlJACkgBKSAFpIAUkALjUwHG3oAn+8d4HADFvy98YR08AkRtssnIQJRBrMmTG4HU/Pn68er49Cy1SgpIASkgBaSAFBhSQLCqH12B6CmiqOp+yX3/+9d9OSZKa/nyfmyRbJICUkAKSAEpIAWkgBSQAlJACkgBKdBdBRYtWg+XDDKxZ+xsoMn2xx+/HjgBnfhn4Gi09oz5qYfxP3YApLBPmxSQAlJACkgBKSAFJqACglX93ul8ueaLa52IK/sCDbziHsGrfu9d2ScFpIAUkAJSQApIASkgBaSAFJg4CvDDTA+N/DGp7Awc+X0OIhlMYr/ddqMPlWys3creIqOwkcgr2nTRRevazzhfmxSQAlJACkgBKSAFpECDAoJVDXL0+Qu+0JLreq+9QuCLb90vyqQNZF0svhwzGFD0VZ93tMzrugKk4fQDZY4tr7wfKPPs+YFxq8f2i0lfJulD0rrtddeFUIVSQApIASkgBaSAFJACE14B+y7q93PnDgdJZRCpX+FR3fFz1XWMrW0MwNjAvtejj+mldaYn/CMkAaSAFJACUkAKSIH2FBCsak+3/riLFAFMfhNJVfWFOvce6QbsyzXlaO2r/uhTWTEyBXyaD59DnufEBpXsc8/EWDrnB8m+XemxPeM2iPb7HCRjAWhtUkAKSAEpIAWkgBSQAmNbgTR6KQVN6XfGsfQ9uB1bc9+d7cec/vsxx5aGz8AT+5Urx7Y/yHopIAWkgBSQAlJACowRBQSrxkhHNTWTaCnS/jEpP5JfsjFw2X//db8QIw2DJq+bSq8LuqCAQSifGoQBJv7aDqxtZ5A7Ue/ZaKNG0IfmlsbED+75/PGDeqLVtEkBKSAFpIAUkAJSoF0FfOS7/xES3z9S2JK+rvreRnr19Po6r3Pff/x3oW4d5yL9W0kZX6VNN9+r6gcitsr09N8302P9ALPdp033SQEpIAWkgBSQAlKgLxQQrOqLbhglI/jyzq/oGNAw4TySwYfl27ZfoPk0B6NkvoqdAAr4SQjytzMo9elE+BXkSPy20/dWDarrTHK0kr6z07b3urzcL1r33Tc/EZFGfSmn/wT4MFATpYAUkALjVAEf4cIPO/wEfLegg32Pr/NdpQoSeNs7dey/92Ef2R96/Z1F9a/rg9z33rrf3TxEUlTSOP1wU7OkgBSQAlJACkgBKdB5BQSrOq9p/5bIL81Ia8DgEujU6cEg5dkg2A90fSoFTTr3r390wrIcfDJ/M9/o1QSA1c8+XTvKFjr2A+tuRQb5SSxfvz2ruckgftnr21N2PBZ/ZVvHP3KTbl6ntD/1K9tOPN0qYyIpUPa5lEY2+Ocu/awv+1zKnS9LWeo/EznWmpsTyQt701b/PSb1vzSNGj6fphnGv+v8HdM10qkbPuDHZvhmGhnmx2j4u6BSbz53VKsUkAJSQApIASkgBaRAoYBgVSHFBD1gUMLg5Lzz1g+4ux3Nkpu48rArnQxLJw/KXmuCunNO7SdvrD/4ZSV9N5K0kyMZqPsBuNmEH5s/MNmqrVwBS61oerH3aRZNU+tn/5yO9Qgx35Z0kjwFXd2CluU9pXekQF4B0vT655dji1C159f2uegNnoNu/70fyWd+em+aotTayp7PMq/NaP09sO9Qvq6yY/4+eRs5TtOn+ntHy+a8N43O2dzfGd9GjtNIo1Sj3Os0Esd/ppcdj/W/W6n/T7TXpHy2vk2Bi8/2kPpXJ17nIGXOL/253Hcns7+VfVkUk9WVfoaMh8+N0fk0UqlSQApIASkgBaSAFJACY0QBwaox0lE9MZMBnkV3WCRHp6Ox+nGw3cogMndtGrVjA0q/TyfE/WB6NNcJSyfW0kkiP7geaerIkfStTUrYIN1DqJ48DKq0qQLpxHk6MWufIf6ZGYufJz4lTgq6/KSRJoyausyEuiA3aZ9+/vI3omwSfiSfp7p3/ERw2N9G+xz13yvSCIl2ItnTz/H0Bww5/xyvEbyj+dxY/7G3dWJ9X1Z9R/TfF9s99nWVHef62tvdiWNLLe5t8G1SJOWE+jOpxkoBKSAFpIAUkAJSQApIARQQrJIftKeARdr4yTb75XavIm1Gc2Kh22Uzid/pyDAmsnr1K3o/wW8AiskJTe639/yN97vSif009VgKvpjA7fYzWqc+JuK0SQEmdev4y1i+xn/Gj2QSeyxr0I+281lZZ+OHLIJO9Z7T3PqL+LwHLun3GwCMNikgBaSAFJACUkAKSAEpIAWkgBRoqoBgVVOJdMGIFEgjedIURblc/xNhYq/OpBYT9J3cOq2rn7CxaDKfiqWdX3V3sr0qa+IqYDDdfqHtU/iknzmjHd01mpGSE7eHx07L8cE6n/ejfU0KkNKoQJto95/h9vz4PX/Tu7ml3yEs2tvsBQj7tinV23B/q/PDF75vjLYPtlK+79O6x/Y9xHyj2d7/WMb7uB0rOrabT7rqkgJSQApIASkgBaSAFJACUkAKRAUEq+QIY0uBdOLKJhVy+xSMNZu4sPfrToyk13V60rvTsIe0bM0mizyA8pOZPg1fnYmvseVVslYKrFcgjepK0xn6yfFmzzypNLs9ub++JTrqBwXo/2Z+kn4uE52c/n3JTcTnJtu1xtr6Xgc2+O8GPhLc/t63swfs+HJzx60+96Q7y5WTwjns9b7RLJKd9+ts/F1vFnmdi57L6VcGPAXu6/SErpECUkAKSAEpIAWkgBSQAlJACkxoBf4/D3q3Y29cZi8AAAAASUVORK5CYII=" style="font-family: arial; font-size: 14.6667px; white-space: pre-wrap;" width="559" /></div><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Here are a few examples that you can use/modify. I welcome your questions, comments, and compliments :)</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Consumer Math</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/presentation/d/1DgHMwMcXGRmSgyqX3wtK3v46jFn_8qtoHtQucv_lSdY/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Depreciating a Car Scavenger Hunt</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/presentation/d/1A0-BuDBUmWQ-L91GdhBQl3Uu4TCEjLFEYin86KrbAA4/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Annual Percentage Rate Scavenger Hunt</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/presentation/d/1v8huG0ML6_PRVYO-cG0sp6WcQFsvQlt3Yw1vL3NjozM/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Property Taxes Scavenger Hunt</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/presentation/d/13Iq58UG4wSGNDYIjh-U2H1Gzsp-tpUG05heHIGSF6xg/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Bonds Scavenger Hunt</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/presentation/d/1r7pCs0MXTqdIG6KsgxXwBuLw83QjqYmF_M-HYK04fJM/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Credit Card Finance Charges Scavenger Hunt</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/presentation/d/14y3Qu7zHuKqSsdSl9KAqVgDvQrJ1qM-bHQC2hU3bbgI/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Investing in Real Estate Scavenger Hunt</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/presentation/d/1YWLxtcnFFfDxXfSirW2k9mReOisnHa_j8Bbk--OwCG0/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">MMA and CD Scavenger Hunt</span></a></p><br /><br /><br /><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Statistics</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/presentation/d/1vlBYrZD5wrV4kKbLqJuYSh4C_uElxt-cfReEiRqqaW4/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Sampling Distributions Around the Room</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/presentation/d/19n-jKbxy9OoJbwVs9qGT1Q_v_xpnRDcaqkCSmDzLI8Y/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Designing Experiments Around the Room</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/presentation/d/1I1_zBqTbhhY5Eii2xNtBm-3K6_v4CwUqbvHnOfAnHro/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Blocking Around the Room</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/presentation/d/1jz9lXFXekRMkwM_S7nzVe6eSjzbZp-QnyasSkUghOag/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Normal Distribution Around the Room</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/presentation/d/1CcLv4IgULgoPfXP6UcPcuaes5v6Ktk2jf1fwnetUBrI/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Significance Tests of Slopes Around the Room</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://docs.google.com/presentation/d/1_6wB9buZYGZ2SDZ3lo8VBkgG1_q9OKY4AKhGWN8-gbM/edit?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Describing and Comparing Distributions Around the Room</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;"><a href="https://docs.google.com/presentation/d/1e578C6CyjeWNxiJx4b1ujQtvvmdZqWhloSX8be7C_8I/edit?usp=sharing" style="text-decoration-line: none;">Parameter and Statistics for Linear Regression Around the Room</a></span></p><div><br /></div></span>abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-43832717374299427372020-07-15T10:00:00.002-04:002020-07-17T07:07:15.812-04:00Practice Structures: Question Stacks<span id="docs-internal-guid-580acd6e-7fff-7443-e783-54d796f0cd5f"><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Well, it's been quite a while, 918 days to be exact. I'm hoping to make time for blogging and sharing materials again. In the last two and a half years, I’ve started a new job, taught brand new courses with unfamiliar content, lived through a few personal life events, and am currently surviving a pandemic. </span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">I feel supported at my new school. I left my old one because I could no longer grow professionally. It was a very traditional school where teaching math was only acceptable in the “I do, we do, you do" format. At my new school, I’ve been supported in my wishes to focus on self-paced instruction, flexible grouping, and competency-based learning. These are all things I’ve been dabbling in and hope to continue to grow in these areas.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">I’ve started teaching statistics (both AP and on-level) and really love the course. It was a very steep learning curve and I still have a long way to go. Luckily, I’ve got the support of the #MTBoS community. So many folks are willing to share hands-on activities and to answer questions about content (even if I do keep asking about the 10% condition every few months). I like statistics because the content is so applicable and important. Our citizens would certainly benefit from being more literate in the area of interpreting data. My on-level course mainly focuses on descriptive statistics and just touches on inference while the AP course obviously focuses heavily on inference.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">The other class that is new for me is consumer math. This course is currently being marketed to math students who might not be successful in pre-calc and above, but I’m trying to change that. It’s a really great course for everyone. I personally learned a ton about my own retirement funds and my insurance policies. We also study job-seeking skills, banking, and credit/loans.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">My goal for the next few posts is to share a few more practice structures along with editable examples. Today, I’m starting with question stacks.</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"><br /></span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"><img alt="" height="402" 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" width="469" /></span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">I’m not sure who invented this practice structure. Maybe </span><a href="https://twitter.com/mathequalslove" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">@mathequalslove</span></a><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">. Question stacks are great because they are self-checking. They are also relatively easy to create if you already have a bank of questions to pull from. I often take worksheets and turn them into question stacks. You can focus on one topic or several in a review type situation. The idea is very similar to </span><a href="http://mathsational.blogspot.com/2017/07/practice-structures-chains-revisited.html" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">chain problems</span></a><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"> or scavenger hunts. The only real difference is that in a question stack, the answers are on one side of the cards and the questions are on the other, so there is a bit of thought that needs to go into making sure they are printed correctly. The main idea is that students start with any card and solve the problem. Then they look for their solution on the backs of all the other cards. When they find the matching answer, they solve the problem on the front of the new card and continue until they find that the solution to the last question is on the back of the first card.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">To help you create your own, start with </span><a href="https://mathequalslove.blogspot.com/2017/09/question-stack-explanation-card.html" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Sarah’s post</span></a><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"> about clear directions, including a printable for learners and several examples. Next, follow up with </span><a href="https://mathbythemountain.com/2018/09/27/question-stack-templates-10-12-and-16-problems/" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Audrey’s post</span></a><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;"> that includes a template and directions for creating your own.</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; vertical-align: baseline; white-space: pre-wrap;">Here are a few of mine that you are welcome to use. If you have questions, comments, or compliments about these, I’d love to hear from you. I'd also love to add to my collection if you are willing to share :)</span></p><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="font-family: arial; font-size: 14.6667px; white-space: pre-wrap;">Consumer math question stacks</span></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://drive.google.com/file/d/12CWo-ZlxhJvY1BDg9WGVGPZrxWW5GhGe/view?usp=sharing" style="font-family: arial; font-size: 11pt; text-decoration-line: none; white-space: pre-wrap;">Car Purchases and Leases</a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://drive.google.com/file/d/1u3-kxoLE9FZ5vS2EoV_fDvPOmEsZbC-Z/view?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Promissory Notes</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://drive.google.com/file/d/1Mj84uHjpx0da9-ksp5ie2rXOuhv_m9vO/view?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Annuities</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://drive.google.com/file/d/1TXHGEFJQ3jSPOQ9JxArAHhOksbzE8Ux5/view?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Salary </span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://drive.google.com/file/d/1G9RY724oD35558f23YyNhdrT8oxbNnMX/view?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Cash Advances</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://drive.google.com/file/d/15Pb9wndYNG4rzDmF8l--Ce6BEyI1mYwu/view?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Renting or Owning a Home</span></a></p><div><span><br /></span></div><span style="font-family: arial; font-size: 14.6667px; white-space: pre-wrap;">Statistics question stacks</span><br /><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://drive.google.com/file/d/1RktOEgWyBOPds_XWc-ifTnVwQiF7hZ9M/view?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Evaluate re-expressed functions</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><a href="https://drive.google.com/file/d/1L35DKCDOWEElZV4TXEo8caU0rktGgQI9/view?usp=sharing" style="text-decoration-line: none;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Z-scores</span></a></p><p dir="ltr" style="line-height: 1.38; margin-bottom: 0pt; margin-top: 0pt;"><span style="color: #1155cc; font-family: arial; font-size: 11pt; font-variant-east-asian: normal; font-variant-numeric: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;"><a href="https://drive.google.com/file/d/1Xd9dzOArZw6okrz7LoTS1BTy-xRuCD2i/view?usp=sharing" style="text-decoration-line: none;">Combining Random Variables</a></span></p><div><br /></div></span>abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-81852542614889651482018-01-09T06:42:00.000-05:002018-03-07T05:56:45.174-05:00#MTBoS12Days: What are you looking forward to in 2018?<span style="font-family: inherit;"><br /></span>
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<span style="font-family: inherit;">This winter break <a href="https://twitter.com/druinok?lang=en">@druinok</a> organized a blog challenge. I think it was meant to be completed during winter break, but I'll likely be finishing long after that. That said, I do love good prompts, so I'll stick with it. You can find more info <a href="http://statteacher.blogspot.com/2017/12/2017-yule-blog-challenge-mtbos12days.html">here </a>if you'd like to join in the fun.</span></div>
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<span style="font-family: inherit;">So, what am I looking forward to most in 2018? </span><br />
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<span style="font-family: inherit;">Well, I love the start of a new school year. One of the great things about teaching is that it is filled with new beginnings. You can try a new grading system, you can try a new warm-up routine, you can try a new tech tool. Sure, you can do some of these things in the middle of the school year, but many of the routines are best changed at the start of a year. This year, I'm switching schools in the middle of the year. Sometimes when I think about it, I get super overwhelmed. I can hardly wrap my mind around the idea that I'll be teaching a lesson at my current school one day. Then I'll need to pack up my room overnight and move into new classroom across town to teach a lesson there the next day. On top of that, I have never taught the courses that I am picking up before (statistics and business/consumer math) and I've never taught on a block schedule. I wonder when I will learn things like how to take attendance on a new LMS. How will I find out about school rules, policies, and traditions? How will I know what the sub covered during the first few weeks of the semester before I arrive. Of course, these things will eventually work themselves out, so I remind myself to focus on all the good that comes along with a fresh start. Here are two things that I'm considering trying in my new classroom:</span><br />
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<span style="font-family: inherit;">First, I would like to focus on building a strong classroom community. This has been a goal of mine for the last few years, but I've never found the magic bullet. Most of my students remain unaware of how their actions affect other people. I'd love to foster a culture where every student is not only responsible for their own learning but where they also care about the learning of their classmates. I've bought a ton of Kagan books lately and I think that I'll incorporate some teambuilding and classbuilding activities a few times per week. With the block schedule, I think it would offer a perfect brain break to spend 5 minutes in the middle of class to work on building culture.</span><br />
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<span style="font-family: inherit;">The second thing that I'd like to do is build employability skills into class. <a href="https://twitter.com/cheesemonkeysf?lang=en">@cheesemonkeysf</a> mentioned at some point that she gives a professionalism grade in here classes. I see this as a good way to encourage students to be responsible. They can earn points for showing skills and behaviors that employers would look for. For example, do they come to [work] class on time? Do they stay on task or do they engage in personal business "on the clock?" Do they treat their [coworkers] classmates with respect? How about their [boss] teacher? Do they turn in work on time? Do they work well on a team? Can they work without being micro-managed? Can they communicate well? Can they solve problems on their own and seek help when they need it? Are they technologically literate? Do they have leadership skills? Can they follow directions? Are they self-starters?</span><br />
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<span style="font-family: inherit;">I have not thought about the logistics of this yet. I think I'd like to create a grade where students earn 1-5 points per day being professional and employable. I'm concerned about the impact on grades though, so I might make this a weighted grade, possibly 5-10%. I'd love your feedback on this goal if you have some :)</span><br />
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<br />abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-63819376435435338002018-01-07T12:27:00.000-05:002018-01-07T12:27:00.447-05:00#SundayFunday: New Year’s Resolutions!<br />
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The #SundayFunday challenge has become more of a monthly prompt than a weekly one recently. Which is ok with me because I was having trouble keeping up :) This post is actually a week early!! <a href="https://ispeakmath.org/2017/07/31/lets-blog-together-sunday-funday-is-back/">Here </a>is more info if you'd like to join in the fun.<br />
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This month's prompt it to write about our New Year's resolutions. I rarely make resolutions. I don't need to really because I make goals for myself all the time. Before I share my new goals, I should mention that I have recently accepted a new job. My current employer will likely be holding me for close to 60 days (a state requirement so that classroom are not left empty). This means I'll probably be starting my new position in early February.<br />
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First, I want to be clear that I've had a good run with my current employer. I have received many opportunities and I have grown tremendously during my 12.5+ year tenure. I met many people and was given the opportunity to speak at conferences and attend professional development sessions. However, I've started to outgrow my current school. One of the many great opportunities that I was given at my current school was to implement a rotation based blended model of instruction. I've <a href="http://mathsational.blogspot.com/p/hybrid-learning.html">written tons about it</a> in the past 4-5 years. However, I was the only teacher in my building to fall in love with the model. I like the small group instruction piece for remediation and acceleration the most. I also like the fact that students build both independence, responsibility, and collaboration skills every day. The tech coach that was in my room for most of the first 2 weeks was amazed that <a href="http://www.nea.org/tools/52217.htm">my students experienced at least 3 of the 4 Cs everyday.</a> My students even earned the highest passing rates on our state test in our building (by about 20%). Unfortunately, none of that carried enough weight for my current employer to buy-into the instructional model and I was forced to teaching using only a lecture and worksheet cycle. Needless to say, I have been very unhappy for the last 4 months.<br />
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I put out the word with my contacts at local schools that I was in the market for a new teaching job at a school that would support me in my journey to provide a more engaging classroom environment. The funny part is that most of the local districts have embraced this model widely and have seen growth. I'm fortunate to have found a position at a school that started using this blended model even before I did. When asked, my new principal stated that one of the goals at his school was to create an educational experience that meets the needs of students by offering flexibility. The district is incorporating more blended and online classes as a result. I'm hoping that this will be a better fit for me.<br />
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So, here are a few of my upcoming goals. First, I know very little about my new school. I hope to spend some of my holiday break learning what I can through the school's website and social media accounts. Second, I know nothing about my new department's policies and procedures. Thankfully, the lead teacher has been helpful so far. I'm planning to stop by the school tomorrow to pick up some instructional resources that she left for me in the office. I hope to use these resources to learn a bit about the two new courses I'll be teaching: statistics and consumer math. I've never taught either course but I'm excited by the idea of teaching the two most applicable math classes ever :) Third, I know very little about teaching on a block schedule. I think my experience in using stations will help tremendously to keep my students engaged for a much longer period of time. I'm hoping to connect with some other teachers in the building who have been using the model to learn about how they have used it in a block setting.<br />
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I plan on taking full advantage of my fresh start. I'm hoping that I may actually be able to start on the first day of the new semester (January 26), but I know that it will likely be a few weeks later. I'm excited by the idea of teaching at a much smaller school (literally half the size). I hope that the teachers have closer relationships with each other and that students are more welcoming to newbies :)<br />
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Wish me luck! It will be a very challenging few weeks as I pack-up my old classroom and move into my new one. I'm sure I'll struggle with the fast paced transition but I know that I'll be in a much better place soon enough.abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-62317486576248575242018-01-02T19:11:00.000-05:002018-01-02T19:11:28.640-05:00#MTBoS12Days: What worked (and what didn't) in 2017?<div class="separator" style="clear: both; text-align: center;">
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This winter break <a href="https://twitter.com/druinok?lang=en">@druinok</a> is organizing a blog challenge. I'll likely be finishing long after break, but I do love good prompts, so I'll stick with it. You can find more info <a href="http://statteacher.blogspot.com/2017/12/2017-yule-blog-challenge-mtbos12days.html">here </a>if you'd like to join in the fun.<br />
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The next prompt that seemed like a good fit for me was: What worked (and what didn't) in 2017?<br />
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I'm fortunate to be starting a new job in the next few weeks. I have the opportunity to start fresh with my goals for the year and I intend to take advantage of that unusual benefit. Some of my goals going into this year was to improve the process of going over homework, to increase active student participation, in encourage a sense of community between students, and to improve my work-life balance.<br />
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I was able to improve the process of <a href="http://mathsational.blogspot.com/2017/10/using-nearpod-for-daily-homework-checks.html">going over homework</a>. I'll need to modify this as my new school is 1-1, but not with iPads. I'm not sure if the student laptops have cameras, but I'm considering having students create one Google Slides document per chapter to insert pictures of each homework assignment. Then students would turn in a sharing link on Schoology so that I could see the homework each day. This would also allow me to share images of certain problems with the entire class. I've not yet worked out all the details, but I love the student ownership that comes with showing student solutions versus providing a copy of my work.<br />
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I was not as successful as I had hoped to be with improving student participation. I'm hoping to try <a href="https://twitter.com/alicekeeler">Alice Keeler's</a> suggestions from <a href="https://smile.amazon.com/Teaching-Math-Google-Apps-Activities-ebook/dp/B06Y3ZBDM2/ref=sr_1_1?ie=UTF8&qid=1514740024&sr=8-1&keywords=google+math">Teaching Math with Google Apps: 50 G Suite Activities</a>. I'm hoping to use some of her ideas to get students working both collaboratively and independently so that I can work with small groups of students more often for remediation and enrichment.<br />
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I am also still working towards improving student interactions with one another. My goal is for students to be equally concerned with the success and well-being of their teammates as with their own. I've recently purchased some more Kagan books for additional ideas about <a href="https://www.kaganonline.com/catalog/look_whats_inside/BKC_inside.php">classbuilding </a>and <a href="https://www.kaganonline.com/catalog/look_whats_inside/BKT_inside.php">teambuilding</a>. My plan for the new semester is to try one of each of these structures every week.<br />
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My final goal involved eating lunch with colleagues rather than working through lunch. I've failed pretty miserably at this. When I start my new job, I'm planning to make a sincere effort on this. I definitely need the opportunity to meet my new co-workers and build those new relationships.<br />
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Overall, it looks like I still have quite a bit to improve on this year to meet my goals. Luckily, we are only half-way through the school year, so I still have lots of time :) Good luck with your goals too!abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-29030668722778330262017-12-29T07:41:00.002-05:002017-12-29T07:41:51.637-05:00#MTBoS12Days: What are your strategies to reach "that kid"<br />
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This winter break <a href="https://twitter.com/druinok?lang=en">@druinok</a> is organizing a blog challenge. I don't think I'll be accomplishing the 12 posts over the break, especially since I'm already on day 7 of a 10 day break and am just getting around to posting the first blog, but I do love a good blog prompt. You can find more info <a href="http://statteacher.blogspot.com/2017/12/2017-yule-blog-challenge-mtbos12days.html">here </a>if you'd like to join in the fun.<br />
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The first prompt that spoke to me was "What are your strategies to reach 'that kid.'" I'm a big fan of using <a href="https://www.loveandlogic.com/educators/what-is-love-and-logic-for-teachers">Love and Logic</a> with my classes. I've never been able to make it to an official training session, but would love to one day. I've just gather some tidbits by talking to other teachers who have gone through the training and by reading some of the free online resources. Here are some of my favorite Love and Logic strategies. All of them help in dealing with all students, including the more difficult ones.<br />
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First: Neutralize arguing by going "Brain Dead." This means that you need to be able to separate yourself from the argument that the student wants to start. I'm sure most teachers have been sucked into a disagreement with a student where they attempted to reason with an overly emotional student. There is no point to engaging with a student that is too upset to be able hear you. I often tell students in this state that I'll check back on them soon so that we can chat while we are both calm.<br />
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Second: Show empathy before delivering a consequence. I use some of the Love and Logic one liners for this. There some that work for me and many others that I can not use without sounding sarcastic. You need to pick the ones that you can deliver while sounding genuine. Here are some of my go to phrases:<br />
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"I know."<br />
"Probably so."<br />
"What do you think you are going to do?"<br />
"I bet it feels that way."<br />
"Bummer."<br />
"That's an option."<br />
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I find that phrases like these help a student to feel heard. Sometimes students become argumentative or upset because they feel like they don't have control and that no one is listening. I try to listen and solicit/offer choices.<br />
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Third: Sharing control by offering choices. I try to offer students a choice when and can. Usually it is a choice that I don't care which option they choose. For example, they could pick either the evens or the odds for a classwork assignment. Or they could choose the order in which to complete a series of tasks.<br />
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I also try to allow students to choose how they might solve their own problems. For example, when a student tells me they forgot their (pencil, calculator, textbook, notebook, etc) I ask them what they could do about it. The student almost always has a good suggestion. They might ask to use a calculator app on their school issued 1-1 device or suggest taking a picture of a neighbor's textbook page. I find that kids feel empowered when they can solve their own problems. I like knowing that I am helping them develop the skills they will need to be independent learners.<br />
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Fourth, and my favorite, the anticipatory consequence. When I catch a student cheating, or making some other bad choice, I delay the consequence. Obviously this would not be an option for a more serious situation where some damage could be done by waiting (a fight perhaps) but most of the time, I find this strategy to be appropriate and effective. By delaying the consequence, I allow the student to think about what they have done. I find that they are less likely to make the same bad choice again after they have had ample time to reflect on their actions. My go to response in this situation is something like "Bummer, I'm going to have to do something about this, but I'm not sure what. I need some time to think about it. I'll get back to you. Try not to worry." Later, I'll often ask the student what they feel would be a fair consequence. Again, they are almost always spot on and often even more strict than I would have been.<br />
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I hope that you have found some new ideas here. I personally want to learn more about Love and Logic for my classroom and I know I'll find other cool ideas through your posts as well :)abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-87008466931838253632017-12-25T18:00:00.002-05:002017-12-26T15:20:28.910-05:00#SundayFunday Observe Yourself<div class="separator" style="clear: both; text-align: center;">
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I'm nearly caught-up with the #SundayFunday challenges. Last week's challenge was to observe yourself. <a href="https://ispeakmath.org/2017/07/31/lets-blog-together-sunday-funday-is-back/">Here </a>is more info if you'd like to join in the fun.<br />
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I actually had a coworker record a lesson for me recently, I had not yet made the time to watch it and reflect. This prompt gave the extra push that I needed.<br />
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My lesson started with <a href="http://wodb.ca/">Which One Doesn't Belong</a> warm-up. This is one of my favorite style of warm-up. All four images have a reason that it is different from the others. This allows for all students to participate at various levels. It is a perfect example of a low floor high ceiling task. The warm-up provided a chance for students to practice using vocabulary like vertex, opening direction, parabola, discriminant, and axis of symmetry. When students describe these features without using the appropriate vocab, I prompt them for it and it is reaffirmed with everyone.<br />
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Prior to this lesson, my algebra 2 students had already studied writing, graphing, and solving quadratic functions in several forms. The new portion of this lesson was the concept of applying these skills to word problems.<br />
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After the warm-up, we broke into 3 stations. I have <a href="http://mathsational.blogspot.com/p/hybrid-learning.html">written often about using stations</a> and it is still one of my goto instructional models. I love the chance for small group instruction for remediation and enrichment. I also love the daily routine of expecting students to work both independently and collaboratively at some point during the period.<br />
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During this lesson, the first small group needed some additional practice with using the quadratic formula. I try to use a lot of leading questions when students pose a question to me or ask for help. In most cases, this is successful, but some students can get frustrated when I don't immediately provide an answer. My goal is to demonstrate the internal dialogue that they should eventually be having with themselves when they get stuck on a problem.<br />
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At the independent station, students worked on applying their quadratic function skills to word problems. I also have a long term assignment of working on Khan Academy for early finishers. This is the station where my students struggle the most every year. I have found that providing a notes packet has helped my students. I wish that they did not need it and that that they could instead take notes in a notebook or in a google doc, but my students have not had success with either of those options. For this particular lesson, I used a video from <a href="http://www.mathispower4u.com/">Mathispower4u</a>. His videos are quite good and my students have reported that they like to have videos created by someone other than me so that they hear a different explanation than the one that I already gave in class during whole group instruction.<br />
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Finally, at the collaborative station, I assigned a Desmos activity where students looked for patterns in the transformational form of a quadratic and how the graph changes with the a, h, and k values of the formula. This was a little unusual in that I'm more likely to assign a card sort or some other paper and pencil activity at this station. However, you can not beat Desmos sliders for studying transformations :)<br />
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Overall, I was pleased with the lesson and it is a good example of the daily routine in my class. I hope you enjoyed the sneak peek at my room and I look forward to seeing what you all are doing too.</div>
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<br />abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-36708078689947521102017-12-17T19:02:00.001-05:002017-12-17T19:02:25.791-05:00#SundayFunday Making Group Work WORK<div class="separator" style="clear: both; text-align: center;">
<a href="https://4.bp.blogspot.com/-gynIwryuOz8/Wi2B_hIMsOI/AAAAAAAAKWw/0JbTRmRnyys_bkDoS0JBip1Cqgx4X-WJwCPcBGAYYCw/s1600/mtbos-sunfun-logo.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="387" data-original-width="388" height="319" src="https://4.bp.blogspot.com/-gynIwryuOz8/Wi2B_hIMsOI/AAAAAAAAKWw/0JbTRmRnyys_bkDoS0JBip1Cqgx4X-WJwCPcBGAYYCw/s320/mtbos-sunfun-logo.jpg" width="320" /></a></div>
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Here is yet another late #SundayFunday post. I'm still making progress towards making a post on time though. This post is 3 weeks :/ <a href="https://ispeakmath.org/2017/07/31/lets-blog-together-sunday-funday-is-back/">Here </a>is more info if you'd like to join in the fun.<br />
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The challenge this week is to share a bit about how to successfully incorporate group work into your class. I love group work in theory. The possibilities of students learning from each other are worth the difficulties of implementing a group work routine. I think the routine piece is what makes group work WORK :)<br />
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One way that I try to make group work more focused and avoid the typical problem of one student doing all the work and another doing nothing is to use participation quizzes, especially during the first few group assignments. At first, I am the one providing feedback to groups, but eventually I like students to take over monitoring their own groups.<br />
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I first read about participation quizzes in Jo Boaler's Mathematical Mindsets book. The name is a bit misleading. It's not really a quiz, but rather feedback on the functionality of the group. Boaler suggests posting a list of look-fors like these in the room.<br />
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Next, I record observations on a record sheet while students are working. The record sheet looks a lot like a seating chart but for groups. I record target behaviors as I observe them. Boaler suggests these target behaviors.<br />
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Another thing that I like to do is check in with groups by asking a question of one random student in the group based on the work that they have done so far. If the student can not answer the question, I know that the groups are not really working together. I let the group know that I'll cycle back to them in a few minutes and will ask the same question of the same student and that I expect a good answer from them. This is enough accountability for most students.<br />
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I have also dabbled in using group roles. I prefer CPM's group roles, but I'm not very good at enforcing them. I've had more success with the participation quizzes than anything else, but I'd love to hear your ideas on holding students accountable for using their roles. Here are the CPM roles. I post these in my room.<br />
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And here are the CPM norms. I also post these in class.<br />
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That's all for now. I look forward to reading about how other make group work WORK!abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-11793129445148061442017-12-10T14:01:00.001-05:002017-12-10T14:01:19.374-05:00#SundayFunday: Photo of the Week<div class="separator" style="clear: both; text-align: center;">
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Here is yet another late #SundayFunday post. I'm still making progress towards making a post on time though: This post is only 3 weeks late this time <a href="https://ispeakmath.org/2017/07/31/lets-blog-together-sunday-funday-is-back/">Here </a>is more info if you'd like to join in the fun.<br />
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The challenge this week is to share a picture from your classroom. I've chosen to share my new seating arrangement:<br />
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Obviously I'm not the first person to use this arrangement. I've used it myself for short bursts of time but this is the first year that I'm primarily using this set-up. David R. Johnson wrote about the many benefits of this arrangement in several of his books, including "Every Minute Counts."<br />
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I reread Johnson's books every few years and always find something new to improve my classroom. </div>
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What makes the Double U-shaped arrangement so great is how easy it is to circulate around the room. I can peak at every students work in a matter of seconds in this set-up. I also like that this arrangement encourages kids to have conversations about the math that they are doing.</div>
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If you are interested in this and other classroom tips, Johnson's books are a great place to start. The books are short and each is a quick read filled with small treasures.</div>
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I hope that you'll check out the other #SundayFunday blogs and consider joining in the fun :)</div>
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<br />abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-90096434275085092702017-12-01T19:10:00.001-05:002017-12-01T19:10:34.923-05:00#SundayFunday: Self Care Tips<div style="text-align: center;">
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Another late #SundayFunday post, but at least I'm closing in on posting one one time :) This one is only 4 weeks late and I'm making up ground! <a href="https://ispeakmath.org/2017/07/31/lets-blog-together-sunday-funday-is-back/">Here </a>is more info if you'd like to join in the fun.<br />
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I feel like a real hypocrite even considering the idea of giving advice about work-life balance. I have almost no life in my work-life balance. In general I work from 6am-4pm every weekday and often a few extra hours in the evening. I also usually work 5 or so hours over the weekend. During the summer I work nearly as much except I'm usually better at taking the weekends off.<br />
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Therefore, this post will be more about my goals for giving myself some more life in my work-life balance!<br />
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1) I'd like to make more time for my hobbies. These include camping, hiking and spending time with family, friends, and my dogs. My husband and I try to camp at least once a month from May to October and I make it a point to walk the doggos daily. However, I could certainly benefit from seeing my family and friends more often and the pups would not be opposed to more belly rubs. Here are some picture of Gypsy, Zoey, and Kyra to brighten your day. Yes, I know that 3 dogs is too many.<br />
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2) I need to exercise more efficiently and eat healthier. I wake-up at 4:30 am every morning so I can get in a quick 30 minute workout. Most days it's a Jillian Michaels DVD, other days it's cardio or lifting at the gym with the hubby. Still, some mornings I find myself only putting in half my effort. Also, I do eat 3 healthy meals everyday, but I eat sooooo much junk in between that I undo my work at the gym. No that I'm in my very late 30s, these bad habits are catching up to me. I'm sure I'd feel better if I met this goal.</div>
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3) I must say "No" more often. I've actually made great progress on this goal so far, but I don't want to slip into old routines and habits, so I'm reminding myself. I should only volunteer for the committees and activities that I feel strongly about. Right now that is professional development, educational technology, and scheduling. It's better for me to do a few things well than many things poorly.</div>
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4) Lastly, I want to have some "No work allowed" times. Here are my new goals for myself. First, No work after 7pm on weeknights. I need some time to wind down before bed so I can sleep well. Second, No work on Saturday at all (only housework/yard work allowed). Third, only half a day of work on Sunday. </div>
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I think this is a manageable list! I hope you make some time for yourself too!</div>
abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-37590153607544286472017-11-27T19:24:00.000-05:002017-11-27T20:28:04.018-05:00#SundayFunday: My Teaching Story<div style="text-align: center;">
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Here is another better late than never #SundayFunday post :) At least this one is only 5 weeks late and I'm making up ground! <a href="https://ispeakmath.org/2017/07/31/lets-blog-together-sunday-funday-is-back/">Here </a>is more info if you'd like to join in the fun.<br />
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It's really no surprise that I ended up being a teacher. I had a very difficult childhood. I won't go into the gory details, but although my mother did the very best she could with the resources she had, she could not protect me from everything. My early life was filled with neglect, hunger, inadequate shelter & clothing and abuse. I was surrounded by illegal activities and poor role models.<br />
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At school, no one knew what I was going through and no one treated me differently. That is exactly how I liked it. I did not have the means to develop skills in areas like music or athletics, but I could take advantage of my free appropriate education. I quickly learned that if I worked really hard, I would excel, and that is exactly what I did. I loved the feeling of control that I had while studying and achieving success. It was the only place in my life where I could be rewarded for my effort and where I could decide my fate. This is probably why I decided to teach. I knew that there were other students like me and that I wanted to be a part of potentially the only consistent and safe aspect of their lives.<br />
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It was not until many years later, as a special education minor in college that I started to notice that I had many symptoms of learning disabilities. I spoke with my professor and she helped me to collect the needed educational records and schedule the necessary testing. I learned that I have a processing disability, namely dyslexia. It was nice to know that there was a legitimate reason that I needed (and still do) to put in 2-3 times the amount of effort as the average person to achieve the same results. Since I was never diagnosed in school, I learned to accommodate for myself. I use these skills daily to get through my day even now. My biggest benefit from having a learning disability is that I can relate to struggling students. I can offer suggestions on overcoming challenges that come from real experience.<br />
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I was fortunate to land a job as a long term substitute in the same district where I student taught. It was a great first year and provided the supports that I needed both professionally and personally that I needed to transition into adulthood. I'd probably still be in the same teaching position had the lady that I was subbing for not decided to take a second year of maternity leave before resigning. I had to take another job to gain benefits and move myself along as a professional.<br />
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I spent the next 13 years in my current position. I have been blessed to meet many wonderful people through my current role. If I had not changed schools, I may not have learned about <a href="http://mathsational.blogspot.com/p/hybrid-learning.html">hybrid learning</a> or <a href="http://mathsational.blogspot.com/search?q=objectives+based+grading">standards based grading</a>. I also may never have been pushed to begin speaking at conferences and expanding my PLN to the #<a href="http://mathsational.blogspot.com/search?q=%22mtbos+love%22">MTBoS</a>. All of these ideas have improved my teaching tremendously. <br />
And today, I find myself at another cross roads. I've had a challenging year filled with non-educators making the majority of the instructional decisions in my classroom. I'm currently weighing my options of A) powering through the year and hoping that next year will be better or B) moving on to a position where innovative teaching and learning is appreciated. <br />
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Wish me luck :)abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-28409666296704692052017-11-26T15:33:00.003-05:002017-11-26T15:33:53.808-05:00#SundayFunday Math Games - First of Many Posts<br />
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This is another very late (6ish weeks overdue) #SundayFunday Post. I should actually be able to catch-up now that it seems there will be monthly prompts rather than weekly :) <a href="https://ispeakmath.org/2017/07/31/lets-blog-together-sunday-funday-is-back/">Here </a>is more info if you'd like to join in the fun.<br />
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I've been meaning to write a long series of posts about my favorite math games. In the past, I've written much about <a href="http://mathsational.blogspot.com/search?q=practice+structures">practice structures</a>. In my mind, practice structures are fun ways to practice recently learned skills while games would be more review of slightly older skills. I'll start with posting my two favorite math review games. Eventually, I'll follow-up this post with other game summaries.<br />
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In general, my favorite review games focus on content, get every student involved, do not reward speed over deep thought, and involve some type of chance. The first two items on this list are pretty obvious. Jo Boaler has written much about the harm teachers and schools do to students when focusing on speed in math. Here is one <a href="https://www.youcubed.org/evidence/fluency-without-fear/">article </a>explaining the concept and a <a href="http://www.youcubed.org/wp-content/uploads/Positive-Classroom-Norms2.pdf">poster </a>(see the last page) for setting up classroom norms based on Boaler's work.<br />
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The reason that I like to involve a chance based component to math review games is that it keeps all students involved. Sometimes, when one student or teams gets far behind the other teams, they can give-up and start opting out of the game. I like to use game design that keeps everyone in the game.<br />
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My first favorite game is <a href="http://mathtalesfromthespring.blogspot.com/2012/10/ghosts-in-graveyard-new-and-revised.html">Ghosts in the Graveyard</a>. Read the previous link for a good explanation of the game. The short version is that students earn ghosts to place on tombstones by answering review questions correctly. I even require students to correct their work until they have answered the question correctly before moving to the next question. I number the questions and teams of 3-4 work on one question at a time, bringing me their solutions to be checked. If they are correct, I give them a ghost to place on a tombstone. I mark the ghosts with group numbers. During the last 5 minutes of class, I stop the game and we calculate scores. I'll use a random number generator to make each tombstone worth a random number of points. This means that a team could "win" even if they have fewer ghosts than another team because the ghost placement is based on chance. This game is also easily adapted for other times of the year. I've played Pirates on the Sea, Turkeys in the Oven, Flowers in the Garden, and many others. <a href="https://drive.google.com/open?id=0B3cstiv_OxIXZ0ZwcnR6cWZxLUk">Here </a>is a pirate version that I made for solving equations in algebra 1<br />
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Another game that I like is <a href="https://webmaths.wordpress.com/2011/03/02/risk-your-algebra-skills/">Risk</a>. Again, read the linked post first for a clear explanation of the game. Basically, students start with a certain number of points. They attempt a question and wager a number of points based on their level of confidence. The answer is revealed and students add or subtract the number of wagered points depending on whether their solution was correct or not. Little prep is needed other than having a bank of questions. I will sometimes pull from the textbook or from a generator like <a href="https://www.kutasoftware.com/">Kuta</a>. Here is a <a href="https://drive.google.com/open?id=0B3cstiv_OxIXakRWdTZVX3hRdEU">form </a>that I created for this game. You could just as easily play the game with no form though.abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-84288864692491420392017-11-18T14:12:00.002-05:002017-11-18T14:13:43.680-05:00#SundayFunday Favorite Education BooksThis is a very late (6ish weeks overdue) #Sunday Funday Post. I love to read education books and I always learn something new to use in my classroom. It's hard for me to pick just a few books, so I'll share some of the most recent ones that I've read.<br />
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First up: Seven Strategies of Assessment for Learning by Jan Chappuis.<br />
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This for a grad class that starts Monday. Getting a jump on the readings... at least I had a few hours of summer break :) <a href="https://twitter.com/JanChappuis?ref_src=twsrc%5Etfw">@JanChappuis</a> <a href="https://t.co/3cqUUdzCKU">pic.twitter.com/3cqUUdzCKU</a></div>
— Jennifer Abel (@abel_jennifer) <a href="https://twitter.com/abel_jennifer/status/873150374420639745?ref_src=twsrc%5Etfw">June 9, 2017</a></blockquote>
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This was required reading for a grad class, but it was one of the best books that I've read on formative assessment. I know that feedback is so important for student learning but often wondered about what it would look like in practice. This book offers tons of concrete examples.<br />
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I made it one of my professional goals for the year to give more formative feedback and fewer grades. These pointers have helped so far.</div>
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One of my biggest take-aways was that the teacher is not the only one that can provide meaningful feedback. Peer and self feedback can be just as powerful.</div>
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I like the wording on this one for "grades"/marks <a href="https://t.co/ndsymbKPvw">pic.twitter.com/ndsymbKPvw</a></div>
— Jennifer Abel (@abel_jennifer) <a href="https://twitter.com/abel_jennifer/status/877512210020478976?ref_src=twsrc%5Etfw">June 21, 2017</a></blockquote>
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I've also rethought my stance on stance on multiple choice assessments. I think that most of my experience with multiple choice tests has been negative, but I've learned that if the choices are chosen with care, these items can provide great feedback to the teacher.<br />
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Need more time to write good assessments <a href="https://twitter.com/hashtag/goals?src=hash&ref_src=twsrc%5Etfw">#goals</a> <a href="https://t.co/UrJYThHkz6">pic.twitter.com/UrJYThHkz6</a></div>
— Jennifer Abel (@abel_jennifer) <a href="https://twitter.com/abel_jennifer/status/879016826981806080?ref_src=twsrc%5Etfw">June 25, 2017</a></blockquote>
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Additionally, this book encouraged me to reflect more on the strategies that I use for student practice.<br />
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Characteristics of effective practice <a href="https://t.co/nbdmORse6j">pic.twitter.com/nbdmORse6j</a></div>
— Jennifer Abel (@abel_jennifer) <a href="https://twitter.com/abel_jennifer/status/879335405484740609?ref_src=twsrc%5Etfw">June 26, 2017</a></blockquote>
Second: Mathematical Mindsets: Unleashing Students' Potential through Creative Math, Inspiring Messages and Innovative Teaching by Jo Boaler.<br />
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Just started reading this book. Leading a book study in the fall and reading it now for a grad class. So excited :) <a href="https://t.co/YNuz7mt6ZM">pic.twitter.com/YNuz7mt6ZM</a></div>
— Jennifer Abel (@abel_jennifer) <a href="https://twitter.com/abel_jennifer/status/887005670444236800?ref_src=twsrc%5Etfw">July 17, 2017</a></blockquote>
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My big takeaway from this book was that I can change the mindset of my students by creating the right classroom environment.<br />
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One challenge that I always face is that when I try to create productive struggle, students and parents push back. They want everything to be easy because they equate ease with intelligence. I'm so sorry to see that many of my students have never been given the chance to overcome a challenging math task.</div>
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This idea is game changing. How old I get parents and students on board at the high school level? <a href="https://twitter.com/joboaler?ref_src=twsrc%5Etfw">@joboaler</a> <a href="https://twitter.com/hashtag/MathematicalMindsets?src=hash&ref_src=twsrc%5Etfw">#MathematicalMindsets</a> <a href="https://t.co/1MRBOPI7DL">pic.twitter.com/1MRBOPI7DL</a></div>
— Jennifer Abel (@abel_jennifer) <a href="https://twitter.com/abel_jennifer/status/887082346050179072?ref_src=twsrc%5Etfw">July 17, 2017</a></blockquote>
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I also found myself relating to many of the anecdotes in this book. I've had many parents tell me that they hated math. Then in the next breath, they tell me that I should be lecturing and giving worksheets every day. They think that is the best way to learn math :(<br />
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Story of my life. Ugh! <a href="https://twitter.com/hashtag/MathematicalMindsets?src=hash&ref_src=twsrc%5Etfw">#MathematicalMindsets</a> <a href="https://t.co/CTOelI7w2C">pic.twitter.com/CTOelI7w2C</a></div>
— Jennifer Abel (@abel_jennifer) <a href="https://twitter.com/abel_jennifer/status/887311195950256128?ref_src=twsrc%5Etfw">July 18, 2017</a></blockquote>
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One of the most concrete examples from this book are the homework questions. I am not currently in a position where I can eliminate traditional homework, but I've been using these questions as part of exit tickets. My students have been very reflective and giving me meaningful feedback about their learning.<br />
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Can't wait to use these questions as exit tickets <a href="https://twitter.com/hashtag/MathematicalMindsets?src=hash&ref_src=twsrc%5Etfw">#MathematicalMindsets</a> <a href="https://t.co/80LkVwMU4Y">pic.twitter.com/80LkVwMU4Y</a></div>
— Jennifer Abel (@abel_jennifer) <a href="https://twitter.com/abel_jennifer/status/889494841960345600?ref_src=twsrc%5Etfw">July 24, 2017</a></blockquote>
Finally: The Classroom Chef: Sharpen Your Lessons, Season Your Classes, Make Math Meaningful by John Stevens and Matt Vaudrey<br />
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I'm gonna try to squeeze in one more <a href="https://twitter.com/hashtag/eduread?src=hash&ref_src=twsrc%5Etfw">#eduread</a> before I go back to work full time next week. Grad class just ended = perfect timing <a href="https://t.co/kYeY7yMEjW">pic.twitter.com/kYeY7yMEjW</a></div>
— Jennifer Abel (@abel_jennifer) <a href="https://twitter.com/abel_jennifer/status/896438203535720448?ref_src=twsrc%5Etfw">August 12, 2017</a></blockquote>
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One of my takeaways from this book is that I need to do better with honoring student contributions to class discussion, even when that contribution seems very off base.<br />
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All student responses are valuable <a href="https://twitter.com/hashtag/classroomchef?src=hash&ref_src=twsrc%5Etfw">#classroomchef</a> <a href="https://t.co/o7Pt9x7B8I">pic.twitter.com/o7Pt9x7B8I</a></div>
— Jennifer Abel (@abel_jennifer) <a href="https://twitter.com/abel_jennifer/status/896525883246346240?ref_src=twsrc%5Etfw">August 13, 2017</a></blockquote>
The book is also filled with several specific lessons as well as general practices that you can use in your classroom right away. I've used this "around the world" activity several times already. It's been a hit.<br />
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What an awesome idea <a href="https://twitter.com/hashtag/classroomchef?src=hash&ref_src=twsrc%5Etfw">#classroomchef</a> <a href="https://t.co/hqDApPOKTo">pic.twitter.com/hqDApPOKTo</a></div>
— Jennifer Abel (@abel_jennifer) <a href="https://twitter.com/abel_jennifer/status/899410499032559616?ref_src=twsrc%5Etfw">August 20, 2017</a></blockquote>
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Lastly, this book has driven me to consider more alternative forms of assessment outside of a traditional test.<br />
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Choose your own assessment! <a href="https://twitter.com/hashtag/classroomchef?src=hash&ref_src=twsrc%5Etfw">#classroomchef</a> <a href="https://t.co/mLzme5OJsD">pic.twitter.com/mLzme5OJsD</a></div>
— Jennifer Abel (@abel_jennifer) <a href="https://twitter.com/abel_jennifer/status/900863256490913793?ref_src=twsrc%5Etfw">August 24, 2017</a></blockquote>
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I hope you consider checking out one of these books :) They all contributed to my classroom this year!<br />
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abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-64628497628662579252017-10-17T19:32:00.001-04:002017-10-17T19:36:38.270-04:00Using Nearpod for Daily Homework ChecksToday I posted this to Twitter and got some interest about how I use <a href="https://nearpod.com/">Nearpod </a>to check homework.<br />
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Today in alg2 we used <a href="https://twitter.com/nearpod?ref_src=twsrc%5Etfw">@nearpod</a> to check and go over homework questions <a href="https://twitter.com/hashtag/teach180?src=hash&ref_src=twsrc%5Etfw">#teach180</a> <a href="https://t.co/rK6xTXhe9B">pic.twitter.com/rK6xTXhe9B</a></div>
— Jennifer Abel (@abel_jennifer) <a href="https://twitter.com/abel_jennifer/status/920365480128450560?ref_src=twsrc%5Etfw">October 17, 2017</a></blockquote>
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I also posted this picture on my last blog post.<br />
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<a href="https://4.bp.blogspot.com/-yogQ5LNRxh0/WeaQHYJWmtI/AAAAAAAAKJc/CTBhErjoydsaLEfYJ-UorwuNSsnRG7RTACKgBGAs/s1600/20171011_160616.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1600" data-original-width="1352" height="320" src="https://4.bp.blogspot.com/-yogQ5LNRxh0/WeaQHYJWmtI/AAAAAAAAKJc/CTBhErjoydsaLEfYJ-UorwuNSsnRG7RTACKgBGAs/s320/20171011_160616.jpg" width="270" /></a></div>
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I can not take credit for the idea. It was shared with me by a coworker. I just added the Nearpod component.<br />
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I have been using the free version of Nearpod for a while and Cathy Yenca shared how you could make the most of the limited space in the free version by using <a href="http://www.mathycathy.com/blog/2017/02/nearpod-ios-draw-photo-homework-check/">generic templates </a>rather than full lesson.<br />
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Here is how it works in my room:<br />
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At the start of class, students write down the number of a homework problem that they wanted to have explained. Other students in the class sign-up to explain problems when they can. If no one signs-up for a given problem, I will explain it if it is different from the other requested/explained problems.<br />
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To add Nearpod to the mix, I use <a href="https://share.nearpod.com/e/zoB8Q58tkH">this template</a> daily. On the first "Draw it" screen, students take a picture of the entire homework assignment. On the second screen, students take a picture of either the question that they signed up to explain or one that I have all non-volunteers select.<br />
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Then, I push out the images of the problems to all student devices as students explain. Unclaimed problems usually still have a correct solution when I flip through the other pictures. Therefore, I usually just push out one of those while I explain the unclaimed problems.<br />
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That's it! I have been doing this for about 3 weeks and like it so far. It can get a bit long on time if lots of problems are requested, so I need to find a fair way to select who will explain which problems when several of the same type are requested. Other than that, I think it's been successful.<br />
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abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com1tag:blogger.com,1999:blog-1697343090770945576.post-53155152952503278062017-10-16T19:08:00.002-04:002017-10-16T19:08:34.537-04:00#SundayFunday Classroom Tour<span style="background-color: white; color: #4e2800;">I'm slowly catching-up in my #SundayFunday prompts! </span><span style="background-color: white; color: #4e2800;">This is the prompt from week nine of the Sunday Funday blogging initiative. It's never too late to join in! You can read more about the challenge </span><a href="https://ispeakmath.org/2017/07/31/lets-blog-together-sunday-funday-is-back/" style="background-color: white; color: #b5653b;">here </a><span style="background-color: white; color: #4e2800;">if you like. This week's challenge is to write about our classroom set-up.</span><br />
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I posted a few pictures from my classroom on Twitter prior to the start of the year.<br />
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<a href="https://4.bp.blogspot.com/-AmkICynNajY/WeU2I7CxykI/AAAAAAAAKH0/pUnM_lCMYYwgcHVosYKLZ4BnCM6WcH6uQCLcBGAs/s1600/DICVm_CWsAADSzF.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="900" data-original-width="1200" height="240" src="https://4.bp.blogspot.com/-AmkICynNajY/WeU2I7CxykI/AAAAAAAAKH0/pUnM_lCMYYwgcHVosYKLZ4BnCM6WcH6uQCLcBGAs/s320/DICVm_CWsAADSzF.jpg" width="320" /></a></div>
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At the time, I was looking forward to incorporating more group based whiteboard practice (Vertical Non-Permanent Surfaces #VNPS) and continuing with the rotational station based model of blended learning. Although I had successfully implemented this model involving small group instruction, group work, and individual work for the 4 previous years, this years' students struggled more than usual. It may have been that I had more freshmen than ever before and they had not yet developed the confidence and self-discipline needed to work productively while I was with a different subset of students for small group time. For whatever reason, the model was rejected by students this year. It is unfortunate, because while using this model in the past, my students consistently scored the highest in our building on our state end of course exam (Keystone). Also my previous students frequently come back to thank me because they were more prepared for the level of independence needed to compete in a college class where most of the work is completed outside of class in study groups and individually. </div>
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So, I'm doing the best I can knowing that I am limited to a lecture/worksheet cycle this year. I know that it is nowhere near best practice, but it is what I am being required to do this year. In an effort to promote some classroom discourse, rather than full periods of lecture, I have now arranged my room like this:</div>
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<a href="https://3.bp.blogspot.com/-Gt3vnSmj1Rs/WeU6E3F_SpI/AAAAAAAAKIg/wODLPJY7TX8tlSMdGYgglgfot9yi_jM-ACKgBGAs/s1600/20171011_124049.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1200" data-original-width="1600" height="240" src="https://3.bp.blogspot.com/-Gt3vnSmj1Rs/WeU6E3F_SpI/AAAAAAAAKIg/wODLPJY7TX8tlSMdGYgglgfot9yi_jM-ACKgBGAs/s320/20171011_124049.jpg" width="320" /></a></div>
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I also wrote a few weeks ago about some of the "stuff" in my room and how it is used. You can read about it <a href="http://mathsational.blogspot.com/2017/09/sundayfunday-teacher-hacks.html">here </a>if you like. However, here are two last tricks of the trade for you:</div>
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1) Bank pens! I bought 3 this year. The base is stuck to my table with adhesive (no idea how well it will remove later) and the pen is on a retractable string. So far, so good :)</div>
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<a href="https://2.bp.blogspot.com/-zXrxIcEjya0/WeU6E71_mPI/AAAAAAAAKIg/2DmdPj14HdsYVqqPmKG4rkK_n0-Oiy5eACKgBGAs/s1600/20171011_124150.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1200" data-original-width="1600" height="240" src="https://2.bp.blogspot.com/-zXrxIcEjya0/WeU6E71_mPI/AAAAAAAAKIg/2DmdPj14HdsYVqqPmKG4rkK_n0-Oiy5eACKgBGAs/s320/20171011_124150.jpg" width="320" /></a></div>
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2) A homework routine: A coworker told me about this. Kids sign-up for questions that they would like to see worked out and other students sign-up to explain them. If no one signs-up for a question or two, I will discuss some of them as needed, but overall, the kids pull their own weight and help when they can.<br />
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That's it for this weeks #SundayFunday. Maybe I'll be caught-up in a few more weeks :)</div>
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<br />abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-12110149583972478532017-10-08T16:15:00.000-04:002017-10-08T16:15:20.110-04:00#SundayFunday Warm-ups and Closures<div>
<span style="background-color: white; color: #4e2800;">I've gotten very far behind in my #SundayFunday prompts, but I'm hoping to catch up! </span><span style="background-color: white; color: #4e2800;">This is the prompt from week eight of the Sunday Funday blogging initiative. It's never too late to join in! You can read more about the challenge </span><a href="https://ispeakmath.org/2017/07/31/lets-blog-together-sunday-funday-is-back/" style="background-color: white; color: #b5653b;">here </a><span style="background-color: white; color: #4e2800;">if you like. This week's challenge is to write about our warm-up and closure routines. To be honest, I've had a very difficult start to the year. The routines that I've used for the last 4 years including <a href="https://www.blogger.com/This%20is%20week%20seven%20of%20the%20Sunday%20Funday%20blogging%20initiative.%20%20It's%20never%20too%20late%20to%20join%20in!%20%20You%20can%20read%20more%20about%20the%20challenge%20here%20if%20you%20like.%20%20This%20week's%20challenge%20is%20to%20write%20about%20our%20favorite%20lesson.%20%20I%20have%20a%20hard%20time%20picking%20a%20favorite%20lesson,%20especially%20one%20that%20I%20have%20not%20already%20blogged%20about.%20%20I%20love%20all%20of%20the%20following:">hybrid learning</a> and <a href="http://mathsational.blogspot.com/2015/06/summer-fun-and-introduction-to.html">standards based grading</a> (also see the 7 posts following this one if you like) have suddenly been deemed inappropriate in my current placement. That, however, is another post for another day :( </span><span style="background-color: white; color: #4e2800;">Because of these circumstances, I am still looking for a good routine for my current constraints</span><span style="background-color: white; color: #4e2800;">. I look forward to reading the other posts to see what everyone else has found success with. In the meantime, here is what I've done in the past.</span></div>
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<span style="background-color: white; color: #4e2800;">I created a <a href="https://drive.google.com/file/d/0B3cstiv_OxIXM2FJaFo5WVZpSlk/view?usp=sharing">2 page handout</a> that my students would use for about 3 weeks. </span></div>
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<a href="https://4.bp.blogspot.com/-f-fQJZjvfkY/WdqEYYHYGjI/AAAAAAAAKG8/LITLhKq5JiojTKIyanNFuIzQyIKxGCYdQCLcBGAs/s1600/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="586" data-original-width="925" height="202" src="https://4.bp.blogspot.com/-f-fQJZjvfkY/WdqEYYHYGjI/AAAAAAAAKG8/LITLhKq5JiojTKIyanNFuIzQyIKxGCYdQCLcBGAs/s320/Capture.PNG" width="320" /></a></div>
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<span style="background-color: white; color: #4e2800;">This handout includes space for #MTBoS favorite warm-ups including <a href="https://twitter.com/Jstevens009">John Stevens'</a> <a href="http://www.wouldyourathermath.com/">Would you Rather</a>, <a href="https://twitter.com/ddmeyer">Dan Meyer's</a> <a href="http://graphingstories.com/">Graphing Stories</a>, and <a href="https://twitter.com/mr_stadel">Andrew Stadel</a>'s <a href="http://www.estimation180.com/">Estimation 180</a>. I used the blank boxes for <a href="https://twitter.com/MaryBourassa">Mary Bourassa</a>'s <a href="http://wodb.ca/about.html">Which one Doesn't Belong</a> and content specific warm-ups. For the content based warm-ups, I would review student progress towards standards based grading mastery and choose a warm-up based on a common, widely needed area of practice.</span></div>
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<span style="background-color: white; color: #4e2800;">For the exit tickets, I used <a href="https://drive.google.com/file/d/0B3cstiv_OxIXU2dzUzZoYU9GNzA/view?usp=sharing">these prompts</a> on most days. I can not say for sure where I found these questions. They were collected from various resources. This year I've switched to using the <a href="https://www.socrative.com/">Socrative </a>exit ticket and using one of the linked prompts as the third "teacher question." I've also started using the <a href="https://drive.google.com/file/d/0B3cstiv_OxIXUXpySEJ1eXhla0U/view?usp=sharing">homework reflection questions</a> from <a href="https://twitter.com/joboaler">Jo Boaler</a>'s <a href="https://www.amazon.com/Mathematical-Mindsets-Unleashing-Potential-Innovative/dp/0470894520/ref=sr_1_1?ie=UTF8&qid=1507493505&sr=8-1&keywords=mathematical+mindsets">Mathematical Mindsets </a>book.</span></div>
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<span style="background-color: white;"><span style="color: #4e2800;">Following the 2 page warm-up and exit tickets, you will find a reflection sheet that my students used daily as part of the hybrid classroom. I have not reworked that form yet, but it might be something that I can use as a journaling or weekly reflection in the future.</span></span></div>
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<span style="background-color: white; color: #4e2800;">I hope that you find something useful here and that you check out some of the other #SundayFunday posts!</span></div>
abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-25687991744977122972017-09-16T13:41:00.000-04:002017-09-16T13:41:12.162-04:00#SundayFunday: My Favorite Lesson so far This Year<div style="height: 0px;">
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<span style="background-color: white; color: #4e2800;">This is week seven of the Sunday Funday blogging initiative. It's never too late to join in! You can read more about the challenge </span><a href="https://ispeakmath.org/2017/07/31/lets-blog-together-sunday-funday-is-back/" style="background-color: white; color: #b5653b; text-decoration-line: none;">here </a><span style="background-color: white; color: #4e2800;">if you like. This week's challenge is to write about our favorite lesson. I have a hard time picking a favorite lesson, especially one that I have not already blogged about. I love all of the following:</span></div>
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<span style="background-color: white; color: #4e2800;"><a href="http://mathsational.blogspot.com/2016/04/barbie-zipline-applying-angle-of.html">Barbie Zipline - Angle of Elevation</a></span></div>
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<a href="http://mathsational.blogspot.com/2016/05/barbie-bungee-line-of-best-fit.html">Barbie Bungee - Line of Best Fit</a></div>
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<a href="http://mathsational.blogspot.com/2016/06/earthquake-logarithms.html">Logarithm Earthquakes</a></div>
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<a href="http://mathsational.blogspot.com/2016/06/earthquakes-part-2-circles.html">Circle Equation Earthquakes</a></div>
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<a href="http://mathsational.blogspot.com/2017/01/mtbosblogsplosion-week-1-my-favorite.html">Candy Catapult Quadratics</a> and</div>
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<a href="http://mathsational.blogspot.com/2017/05/dance-dance-transversal-part-2.html">Dance Dance Transversal</a></div>
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However, I'd like to write about something new. So today I'm writing about CPM's "How High Will it Bounce?" lesson. I added some technology to this lesson to connect estimating a line of best fit and using a graphing calculator to find the linear regression line and correlation coefficient. </div>
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Here are some screenshots pictures and videos from the lesson.</div>
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Today in <a href="https://twitter.com/hashtag/alg2chat?src=hash">#alg2chat</a> we used <a href="https://twitter.com/CPMmath">@CPMmath</a>'s "How high will it bounce?" lab to practice linear regression <a href="https://twitter.com/hashtag/teach180?src=hash">#teach180</a><a href="https://t.co/A7tiNfH3Zm">https://t.co/A7tiNfH3Zm</a> <a href="https://t.co/FQ3tsVE2bK">pic.twitter.com/FQ3tsVE2bK</a></div>
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— Jennifer Abel (@abel_jennifer) <a href="https://twitter.com/abel_jennifer/status/905145542556209152">September 5, 2017</a></blockquote>
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Finally, here is one sample of the student blogs: <a href="https://baybarscsalgebra2blog.edublogs.org/2017/09/11/baybars-c-bouncy-ball-lab-blog/">Baybars C – Bouncy Ball Lab Blog</a><br />
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Thanks for stopping by! Don't forget to check out other Sunday Funday blogger favorite lessons :)<br />
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abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-72029743312815073302017-09-12T19:39:00.001-04:002017-09-12T20:18:37.530-04:00#SundayFunday: Emergency sub Plans<span style="background-color: white; color: #4e2800; font-family: inherit; font-size: 13px;"><br /></span>
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<a href="https://3.bp.blogspot.com/--KWL_zn9aOQ/WbhsP6NnWCI/AAAAAAAAKBQ/M_fLHZ2-VC8V4LT-iLGWcjU0uZvdoQ4wQCLcBGAs/s1600/mtbos-sunfun-logo.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="387" data-original-width="388" height="319" src="https://3.bp.blogspot.com/--KWL_zn9aOQ/WbhsP6NnWCI/AAAAAAAAKBQ/M_fLHZ2-VC8V4LT-iLGWcjU0uZvdoQ4wQCLcBGAs/s320/mtbos-sunfun-logo.jpg" width="320" /></a></div>
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<span style="background-color: white; color: #4e2800; font-family: inherit; font-size: 13px;">This is week six of the Sunday Funday blogging initiative. It's never too late to join in! You can read more about the challenge </span><a href="https://ispeakmath.org/2017/07/31/lets-blog-together-sunday-funday-is-back/" style="background-color: white; color: #b5653b; font-family: inherit; font-size: 13px; text-decoration-line: none;">here </a><span style="background-color: white;"><span style="color: #4e2800; font-family: inherit;"><span style="font-size: 13px;">if you like. This week's challenge is to write about our plans for substitutes if we must be out </span></span><span style="color: #4e2800;"><span style="font-size: 13px;">unexpectedly</span></span><span style="color: #4e2800; font-family: inherit;"><span style="font-size: 13px;">. </span></span></span><br />
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<span style="background-color: white;"><span style="color: #4e2800; font-family: inherit;"><span style="font-size: 13px;">First, let me say that I have had a similar version of this plan in a file folder for about 10 years and I've thankfully never had to use it. Also, since I've switched to a blended model in my classroom, I am completely confident that my students could survive a day or two without me and without any type of sub plan.</span></span></span><br />
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<span style="color: #4e2800;"><span style="background-color: white; font-size: 13px;">Here is my current online organization for students:</span></span><br />
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<a href="https://4.bp.blogspot.com/-HDgVMaDO7vM/WbhsMYSmO3I/AAAAAAAAKBM/ggzX6Aw7X8EZgjhb2nlVarTeHQkMimNVQCLcBGAs/s1600/Capture.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="888" data-original-width="759" height="320" src="https://4.bp.blogspot.com/-HDgVMaDO7vM/WbhsMYSmO3I/AAAAAAAAKBM/ggzX6Aw7X8EZgjhb2nlVarTeHQkMimNVQCLcBGAs/s320/Capture.PNG" width="273" /></a></div>
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I try to keep lessons posted about a week in advance. This way, if a student is planning on being out, they can work ahead if needed. I've also built a routine where students log into Schoology first thing each period to see what the daily assignment is. I include everything in a Google doc. This includes the warm-up, notes, instructions videos, and practice questions. Here is a sample daily Google doc.</div>
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<a href="https://2.bp.blogspot.com/-N9lE-K8eL1Y/WbhtSKIMBcI/AAAAAAAAKBk/a2CWBEoEC6YNI15IBsSq7TU53tsabHH2QCLcBGAs/s1600/Capture2.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="546" data-original-width="760" height="229" src="https://2.bp.blogspot.com/-N9lE-K8eL1Y/WbhtSKIMBcI/AAAAAAAAKBk/a2CWBEoEC6YNI15IBsSq7TU53tsabHH2QCLcBGAs/s320/Capture2.PNG" width="320" /></a></div>
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<a href="https://1.bp.blogspot.com/-nVrjjuREDwc/WbhtSGQQciI/AAAAAAAAKBo/FckHB7k0MsggGkN8sjgS5Kv1XHZb9D2VgCLcBGAs/s1600/Capture5.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="460" data-original-width="747" height="197" src="https://1.bp.blogspot.com/-nVrjjuREDwc/WbhtSGQQciI/AAAAAAAAKBo/FckHB7k0MsggGkN8sjgS5Kv1XHZb9D2VgCLcBGAs/s320/Capture5.PNG" width="320" /></a></div>
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While students are working through this lesson, I call students to small group time. I base the groups off of the most recent assessment and we review previous skills that need improvement.</div>
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Thus, if I were to have an emergency, the first thing I would expect my students to do is to work through the daily lesson. Of course they would miss out on small group instruction, but at least they would not have a wasted period. Where things get sticky is that about 2 days per week, I use a collaborative task rather than the blended/small group instruction model. So if my emergency happened to be one of those days, students might need a plan B. For example, tomorrow one of my three preps will need square tile manipulatives and counters for their collaborative assignment. Those supplies are already sitting on my desk, so I think a sub could pull off the intended lesson. However, if I had not pulled those supplies, they would be at a loss. Or, if I would be out the day of a test, that might also be challenging for a sub to locate the exam.</div>
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So, here is my plan B emergency plan for when following Schoology proves impossible.</div>
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<a href="https://2.bp.blogspot.com/-5VcRnHmRDEU/WbhurtKG5vI/AAAAAAAAKB0/uvR5eHo1jHYh1tEdsFedxMpJpv8QaJE3QCLcBGAs/s1600/Capture6.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="569" data-original-width="1575" height="115" src="https://2.bp.blogspot.com/-5VcRnHmRDEU/WbhurtKG5vI/AAAAAAAAKB0/uvR5eHo1jHYh1tEdsFedxMpJpv8QaJE3QCLcBGAs/s320/Capture6.PNG" width="320" /></a></div>
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In my current file folder, I have some written directions about attempting the Schoology task first and then to use a photocopied problem solving assignment if needed. I've been working to put this online as well. </div>
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<a href="https://1.bp.blogspot.com/-R2Oa-C372dg/WbhvbW7V_TI/AAAAAAAAKCE/DcBT35IoSf8l-z_IEtt2mFqQ3h7DcYMtwCLcBGAs/s1600/Capture7.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="593" data-original-width="816" height="232" src="https://1.bp.blogspot.com/-R2Oa-C372dg/WbhvbW7V_TI/AAAAAAAAKCE/DcBT35IoSf8l-z_IEtt2mFqQ3h7DcYMtwCLcBGAs/s320/Capture7.PNG" width="320" /></a></div>
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<a href="https://4.bp.blogspot.com/-VP3ASr8UYmM/Wbhvbd9qB8I/AAAAAAAAKCA/JAhqD8gh1V0I9_gBnirlenlUsZ0a3EISwCLcBGAs/s1600/Capture8.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="854" data-original-width="1243" height="219" src="https://4.bp.blogspot.com/-VP3ASr8UYmM/Wbhvbd9qB8I/AAAAAAAAKCA/JAhqD8gh1V0I9_gBnirlenlUsZ0a3EISwCLcBGAs/s320/Capture8.PNG" width="320" /></a></div>
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<a href="https://2.bp.blogspot.com/-30UHJryk6sE/WbhvbnAEU-I/AAAAAAAAKCI/IZNJsgGHP4AlY4XsDjl5CAMt8Ius_gHUwCLcBGAs/s1600/Capture9.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="311" data-original-width="1245" height="79" src="https://2.bp.blogspot.com/-30UHJryk6sE/WbhvbnAEU-I/AAAAAAAAKCI/IZNJsgGHP4AlY4XsDjl5CAMt8Ius_gHUwCLcBGAs/s320/Capture9.PNG" width="320" /></a></div>
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<a href="https://3.bp.blogspot.com/-aDLzlhf1dcw/WbhvbTu3RTI/AAAAAAAAKB8/kSbuoJZ7frobGT_TGx_Qf4IyvbHsvIqFgCLcBGAs/s1600/Capture10.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="443" data-original-width="1250" height="113" src="https://3.bp.blogspot.com/-aDLzlhf1dcw/WbhvbTu3RTI/AAAAAAAAKB8/kSbuoJZ7frobGT_TGx_Qf4IyvbHsvIqFgCLcBGAs/s320/Capture10.PNG" width="320" /></a></div>
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This is meant to be a week long emergency sub plan that students could complete. I'm also considering using the plan in the event that our state passes legislation allowing for digital snow days. Of course, in the event of a digital snow day, this would still be my plan B. I'd hope to be able to carry on as planned with the regularly planned Schoology lessons.</div>
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So there you have it, a pseudo emergency sub plan :)</div>
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Please check out the other #SundayFunday bloggers! </div>
<span style="color: #4e2800;"><span style="background-color: white; font-size: 13px;"><br /></span></span>abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0tag:blogger.com,1999:blog-1697343090770945576.post-177726973447583142017-09-02T11:55:00.001-04:002017-09-12T20:09:47.482-04:00#SundayFunday: Teacher Hacks<span style="background-color: white; color: #4e2800; font-family: inherit;">This is week five of the Sunday Funday blogging initiative. It's never too late to join in! You can read more about the challenge </span><a href="https://ispeakmath.org/2017/07/31/lets-blog-together-sunday-funday-is-back/" style="background-color: white; color: #b5653b; font-family: inherit;">here </a><span style="background-color: white; color: #4e2800; font-family: inherit;">if you like. This week's challenge is to write about teacher hacks.</span><br />
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<span style="background-color: white; color: #4e2800; font-family: inherit;">I had some trouble thinking of hacks that I use, so I went around my room, looking for creative ideas that I have learned over the years.</span><br />
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<span style="color: #4e2800;">Hack 1: Never buy a stylus! Pick them up for free at conferences :)</span><br />
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<span style="background-color: white; color: #4e2800; font-family: inherit;">Hack 2: Buy a $20 electric tea kettle. It's perfect for <a href="http://keeplifetasty.com/Millies-Sipping-Broth_ep_47-1.html">Millie's Sipping Broth</a> and tea during study hall or a planning period. </span></div>
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Hack 3: <a href="https://twitter.com/riehlt">Tony Riehl</a> posted this idea to twitter awhile back and then shared it again at #TMC17. Phones are not the only distraction, so have something large enough to hold, say yearbooks, in May. I also keep a pad of post-it notes in the box so kids can label their distraction with their name before putting it in the box.</div>
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<a href="https://1.bp.blogspot.com/-q-BxDSwZHng/WaqQvPOhJ9I/AAAAAAAAJ-o/HRYLNbGrdWshmUxFfm5_Ib9b19X2p794wCKgBGAs/s1600/20170828_203044.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1076" data-original-width="1600" height="215" src="https://1.bp.blogspot.com/-q-BxDSwZHng/WaqQvPOhJ9I/AAAAAAAAJ-o/HRYLNbGrdWshmUxFfm5_Ib9b19X2p794wCKgBGAs/s320/20170828_203044.jpg" width="320" /></a></div>
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Hack 4: Label all the things!<span style="font-family: inherit;"> I have never taught in the same classroom for more than 3 years in a row. So I'm always packing all of my stuff up to move. I got smart awhile back and stopped unpacking fully. I just keep most things in their labeled box.</span></div>
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Hack 5: Buy more storage to house all the extra classroom supplies you splurge on. Seriously, this has become a bigger issue since <a href="https://mathequalslove.blogspot.com/">Sarah Carter</a> introduced me to <a href="https://catalog.naeir.org/">NAEIR</a>.</div>
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Hack 6: Shoe polishing mitts are great for dry erase pocket erasers and calculator tape is great for making manipulative number lines.</div>
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Hack 7: Business cards and half-sized index cards are great for making task cards and cards for review games.</div>
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<a href="https://3.bp.blogspot.com/-amykjdfg5XI/WarRnWQe3DI/AAAAAAAAJ_U/ds0il2U3fuULKSG9jUJqk7HPb72IUT7igCKgBGAs/s1600/20170828_203352.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1088" data-original-width="1600" height="217" src="https://3.bp.blogspot.com/-amykjdfg5XI/WarRnWQe3DI/AAAAAAAAJ_U/ds0il2U3fuULKSG9jUJqk7HPb72IUT7igCKgBGAs/s320/20170828_203352.jpg" width="320" /></a></div>
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Hack 8: You can buy giant rolls of graphing paper. I used this for an <a href="http://mathsational.blogspot.com/2017/04/ozobot-transformations-and-graphing.html">Ozobot project</a>.</div>
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<a href="https://1.bp.blogspot.com/-70Bm5aCasqo/WarRz8G7OTI/AAAAAAAAJ_Y/BVqYsujflAMnwUpExjL0lvk54RvQ6fpaQCKgBGAs/s1600/20170828_203412.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="431" data-original-width="1600" height="86" src="https://1.bp.blogspot.com/-70Bm5aCasqo/WarRz8G7OTI/AAAAAAAAJ_Y/BVqYsujflAMnwUpExjL0lvk54RvQ6fpaQCKgBGAs/s320/20170828_203412.jpg" width="320" /></a></div>
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Hack 9: I give _____ of the month memberships as gifts sometimes. The boxes can be spray painted turned used in the classroom. I've used them for station supplies and general storage.</div>
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<a href="https://4.bp.blogspot.com/-gT-MHt3QSsk/WarS5OoaagI/AAAAAAAAJ_k/gBW5uaMdsBs3gK3o1iMlpMEFMME00qGVgCKgBGAs/s1600/20170828_203438.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1600" data-original-width="1550" height="200" src="https://4.bp.blogspot.com/-gT-MHt3QSsk/WarS5OoaagI/AAAAAAAAJ_k/gBW5uaMdsBs3gK3o1iMlpMEFMME00qGVgCKgBGAs/s200/20170828_203438.jpg" width="193" /></a> <a href="https://1.bp.blogspot.com/-rk-abIBZ_cU/WarS5Iz6UhI/AAAAAAAAJ_k/GESenwM7_v05Ti44oXGEQ3E8-sYjd1alQCKgBGAs/s1600/20170828_203459.jpg" imageanchor="1" style="font-family: inherit; margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="769" data-original-width="1600" height="95" src="https://1.bp.blogspot.com/-rk-abIBZ_cU/WarS5Iz6UhI/AAAAAAAAJ_k/GESenwM7_v05Ti44oXGEQ3E8-sYjd1alQCKgBGAs/s200/20170828_203459.jpg" width="200" /></a></div>
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Hack 10: I've used my old legos (from Santa if you notice) as game pieces for review games.</div>
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Hack 11: Group work and be turned in and returned in laminated, numbered folders. They last all year.</div>
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Hack 12: Phone accessories make great prize box items, as does candy.</div>
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Hack 13: You can revive dried out markers (one time only) with pliers, an eye dropper, and rubbing alcohol.</div>
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Hack 14: An iPad stand and an app like <a href="http://www.airsquirrels.com/reflector/features/mac/">Reflector </a>or <a href="https://itunes.apple.com/us/app/stage-interactive-whiteboard-and-document-camera/id584574701?mt=8">Stage</a> can turn your iPad into a document camera. This is great for teaching topics like geometric constructions.</div>
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<a href="https://2.bp.blogspot.com/-ZjbFGl9zzQ4/WarT6ls_L8I/AAAAAAAAJ_4/TAXo2ISWkXQVESQLY0svt_ziJyw43MdCgCKgBGAs/s1600/20170828_203651.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1065" data-original-width="1600" height="213" src="https://2.bp.blogspot.com/-ZjbFGl9zzQ4/WarT6ls_L8I/AAAAAAAAJ_4/TAXo2ISWkXQVESQLY0svt_ziJyw43MdCgCKgBGAs/s320/20170828_203651.jpg" width="320" /></a></div>
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That's all for now. Be sure to check out the other #SundayFunday posts!</div>
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abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com2tag:blogger.com,1999:blog-1697343090770945576.post-52057049645832401282017-08-27T14:58:00.002-04:002017-08-27T14:58:37.820-04:00#SundayFunday: Organization <span style="background-color: white; color: #4e2800; font-family: inherit;">This is week four of the Sunday Funday blogging initiative. It's never too late to join in! You can read more about the challenge </span><a href="https://ispeakmath.org/2017/07/31/lets-blog-together-sunday-funday-is-back/" style="background-color: white; color: #b5653b; font-family: inherit;">here </a><span style="background-color: white; color: #4e2800; font-family: inherit;">if you like. This week's challenge is to write about organization.</span><br />
<span style="font-family: inherit;"><span style="background-color: white; color: #4e2800;"><br /></span><span style="background-color: white; color: #373737;">Organization: Well, seeing as how I'm posting this entry several hours past the deadline, I certainly could use some organization pointers for sure. However, I do have a few pointers.</span></span><br />
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<span style="background-color: white; color: #373737; font-family: inherit;">Do everything digitally if possible. My students will have 1-1 iPads before the start of the second marking period. Until then, I'll continue to use my class cart of laptops. I am fortunate enough to have those as part of a grant that I signed-up for circa 2007. The machines were updated one time in those 10 years, so the technology available is anything but cutting edge, but it is functional.</span><br />
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<span style="background-color: white; color: #373737; font-family: inherit;">The reason I love organizing digitally is that it is easier for me to make lots of folders inside of other folders and to move/update things as needed. I still have lots of binders (one per unit per course) but I use them very infrequently. In fact, I'm hoping to ditch them in the next year or so. I even scan answer keys and name them similarly to the student documents so that they show up next to each other in my folders.</span><br />
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<span style="font-family: inherit;"><span style="background-color: white; color: #373737;">Every year, I create one digital folder per unit per course. Then at the end of the year, I put it all in a dated folder. That way, I can can look through previously used items or create new ones.</span></span><br />
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<span style="font-family: inherit;"><span style="background-color: white; color: #373737;">I organize for my students in a similar way. I use the free version of Schoology. I create one folder per unit and I date documents for each day. That way students can get started independently while I'm greeting kids in the hall. They can also easily find make-up work, or work ahead if they know they will miss school.</span></span><br />
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<span style="background-color: white; color: #373737;"><span style="font-family: inherit;">Classroom layout: This year, I'm trying to de-front my room. Student groups are along all four sides of the room and my small group instruction area is in the middle. I have also added group white boards for Vertical Non-</span>Permanent Surfaces. You will notice there is also lots of room for movement based activities like Dance Dance Transversal and Quiz Quiz Trade. </span><br />
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<span style="background-color: white; color: #373737;"><span style="font-family: inherit;">My only concern so far (our first student day is tomorrow, so I'll probably have more issues soon) is about having my back to two groups during small group time. In the past, my small group instruction table was in the front and I could monitor the independent groups easily. </span></span><br />
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<span style="background-color: white; color: #373737;">Gradebook: My pointer here here is to have a category weighted at 0% of the grade. This is where I record information on work completion and participation. I also keep partially graded assignments there temporarily (so no one's grade is negatively affected if I'm only halfway through grading the assignment).</span><br />
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<span style="background-color: white; color: #373737;"><br /></span><span style="background-color: white; color: #373737; font-family: inherit;">Managing Students and Email: First, make mail groups for each class you teach. Then you can easily send out information quickly as needed. I send out a welcome letter at the start of the year. I also send out a FAQ document with my grading policy, required materials, tutoring info, etc. Later in the year I'll send out reminders about the end of the marking period and school events like parent conferences and free lunches over the summer.</span><br />
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<span style="background-color: white; color: #373737; font-family: inherit;">Second, create a folder/label for every student and keep every email for them until the start of the following year. This is great for documenting academic/behavioral issues if needed.</span><br />
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That's all I can think of for now. I'm sure more ideas will come to mind as I start the school year :) Please read along with the other #SundayFunday posters and join in yourself!<br />
<br />abeljehttp://www.blogger.com/profile/12605330593196753537noreply@blogger.com0