<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0"
	xmlns:content="http://purl.org/rss/1.0/modules/content/"
	xmlns:wfw="http://wellformedweb.org/CommentAPI/"
	xmlns:dc="http://purl.org/dc/elements/1.1/"
	xmlns:atom="http://www.w3.org/2005/Atom"
	xmlns:sy="http://purl.org/rss/1.0/modules/syndication/"
	xmlns:slash="http://purl.org/rss/1.0/modules/slash/"
	>

<channel>
	<title>The Second Level</title>
	<atom:link href="http://blog.arboroia.com/feed/" rel="self" type="application/rss+xml" />
	<link>http://blog.arboroia.com</link>
	<description>Just another WordPress weblog</description>
	<lastBuildDate>Fri, 10 Jun 2011 18:24:23 +0000</lastBuildDate>
	<language>en</language>
	<sy:updatePeriod>hourly</sy:updatePeriod>
	<sy:updateFrequency>1</sy:updateFrequency>
	<generator>http://wordpress.org/?v=3.1.3</generator>
		<item>
		<title>Final English Review</title>
		<link>http://blog.arboroia.com/2011/06/10/final-english-review/</link>
		<comments>http://blog.arboroia.com/2011/06/10/final-english-review/#comments</comments>
		<pubDate>Fri, 10 Jun 2011 18:24:23 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://blog.arboroia.com/?p=37</guid>
		<description><![CDATA[Deck Statistics Total Study Time: 1.3 days Deck created: 6.9 months ago Total number of cards: 808 Total number of facts: 541 Card Maturity Mature cards: 231 (28.6%) Young cards: 576 (71.3%) Unseen cards: 1 (0.1%) Average interval: 28.0 days Correct Answers Mature cards: 86.9% (433 of 498) Young cards: 72.0% (3067 of 4261) First-seen [...]]]></description>
			<content:encoded><![CDATA[<p><!-- p, li { white-space: pre-wrap; } --><strong>Deck Statistics</strong></p>
<p><em>Total Study Time: 1.3 days</em><strong><br />
</strong></p>
<p>Deck created: 6.9 months ago<br />
Total number of cards: 808<br />
Total number of facts: 541</p>
<p><strong>Card Maturity</strong><br />
Mature cards: 231 (28.6%)<br />
Young cards: 576 (71.3%)<br />
Unseen cards: 1 (0.1%)<br />
Average interval: 28.0 days</p>
<p><strong>Correct Answers</strong><br />
Mature cards: 86.9% (433 of 498)<br />
Young cards: 72.0% (3067 of 4261)<br />
First-seen cards: 44.6% (360 of 807)</p>
<p><strong>Recent Work</strong></p>
<table border="0" cellspacing="2" cellpadding="0" width="250">
<tbody>
<tr>
<td>In last week</td>
<td>1934 reps/6 days</td>
</tr>
<tr>
<td>In last month</td>
<td>3076 reps/29 days</td>
</tr>
<tr>
<td>In last 3 months</td>
<td>3942 reps/88 days</td>
</tr>
<tr>
<td>In last 6 months</td>
<td>5348 reps/163 days</td>
</tr>
<tr>
<td>In last year</td>
<td>5436 reps/183 days</td>
</tr>
<tr>
<td>Deck life</td>
<td>5436 reps/183 days</td>
</tr>
</tbody>
</table>
<p><strong>Average Daily Reviews</strong></p>
<table border="0" cellspacing="2" cellpadding="0" width="250">
<tbody>
<tr>
<td>Deck life</td>
<td>120.6 cards/day</td>
</tr>
<tr>
<td>In next week</td>
<td>69.9 cards/day</td>
</tr>
<tr>
<td>In next month</td>
<td>22.1 cards/day</td>
</tr>
<tr>
<td>In last week</td>
<td>276.3 cards/day</td>
</tr>
<tr>
<td>In last month</td>
<td>102.5 cards/day</td>
</tr>
<tr>
<td>In last 3 months</td>
<td>42.8 cards/day</td>
</tr>
<tr>
<td>In last 6 months</td>
<td>29.4 cards/day</td>
</tr>
<tr>
<td>In last year</td>
<td>14.9 cards/day</td>
</tr>
</tbody>
</table>
<p><strong>Average Added</strong></p>
<table border="0" cellspacing="2" cellpadding="0" width="250">
<tbody>
<tr>
<td>Deck life</td>
<td>3.9/day, 117.8/mon</td>
</tr>
<tr>
<td>In last week</td>
<td>360 (51.4/day)</td>
</tr>
<tr>
<td>In last month</td>
<td>561 (18.7/day)</td>
</tr>
<tr>
<td>In last 3 months</td>
<td>617 (6.7/day)</td>
</tr>
<tr>
<td>In last 6 months</td>
<td>779 (4.3/day)</td>
</tr>
<tr>
<td>In last year</td>
<td>808 (2.2/day)</td>
</tr>
</tbody>
</table>
<p><strong>Average New Seen</strong></p>
<table border="0" cellspacing="2" cellpadding="0" width="250">
<tbody>
<tr>
<td>In last week</td>
<td>378 (54.0/day)</td>
</tr>
<tr>
<td>In last month</td>
<td>533 (17.8/day)</td>
</tr>
<tr>
<td>In last 3 months</td>
<td>595 (6.5/day)</td>
</tr>
<tr>
<td>In last 6 months</td>
<td>749 (4.1/day)</td>
</tr>
<tr>
<td>In last year</td>
<td>766 (2.1/da</td>
</tr>
</tbody>
</table>
<p><strong>Card Ease</strong><br />
Lowest factor: 1.64<br />
Average factor: 2.39<br />
Highest factor: 2.60</p>
<p><img src="data:image/png;base64,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" alt="" /></p>
]]></content:encoded>
			<wfw:commentRss>http://blog.arboroia.com/2011/06/10/final-english-review/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Final Geography Review</title>
		<link>http://blog.arboroia.com/2011/06/10/final-geography-review/</link>
		<comments>http://blog.arboroia.com/2011/06/10/final-geography-review/#comments</comments>
		<pubDate>Fri, 10 Jun 2011 18:20:08 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://blog.arboroia.com/?p=35</guid>
		<description><![CDATA[Hi! Today I&#8217;ll be reviewing the final statistics on my electronic study, just before finally completing a paper successfully today! I&#8217;ll post the results in August. Stats: Deck Statistics Total Study time: 3.58 days Deck created: 7.7 months ago Total number of cards: 1986 Total number of facts: 1986 Card Maturity Mature cards: 1193 (60.1%) [...]]]></description>
			<content:encoded><![CDATA[<p>Hi! Today I&#8217;ll be reviewing the final statistics on my electronic study, just before finally completing a paper successfully today! I&#8217;ll post the results in August.</p>
<p>Stats:</p>
<p><!-- p, li { white-space: pre-wrap; } --><strong>Deck Statistics</strong></p>
<p><em>Total Study time: 3.58 days</em><strong><br />
</strong></p>
<p>Deck created: 7.7 months ago<br />
Total number of cards: 1986<br />
Total number of facts: 1986</p>
<p><strong>Card Maturity</strong><br />
Mature cards: 1193 (60.1%)<br />
Young cards: 790 (39.8%)<br />
Unseen cards: 3 (0.2%)<br />
Average interval: 54.7 days</p>
<p><strong>Correct Answers</strong><br />
Mature cards: 81.8% (1717 of 2098)<br />
Young cards: 83.5% (10803 of 12940)<br />
First-seen cards: 46.2% (917 of 1985)<br />
<strong>Recent Work</strong></p>
<table border="0" cellspacing="2" cellpadding="0" width="250">
<tbody>
<tr>
<td>In last week</td>
<td>2072 reps/6 days</td>
</tr>
<tr>
<td>In last month</td>
<td>6139 reps/29 days</td>
</tr>
<tr>
<td>In last 3 months</td>
<td>10851 reps/86 days</td>
</tr>
<tr>
<td>In last 6 months</td>
<td>16266 reps/166 days</td>
</tr>
<tr>
<td>In last year</td>
<td>17046 reps/195 days</td>
</tr>
<tr>
<td>Deck life</td>
<td>17046 reps/195 da</td>
</tr>
</tbody>
</table>
<p><strong>Average Daily Reviews</strong></p>
<table border="0" cellspacing="2" cellpadding="0" width="250">
<tbody>
<tr>
<td>Deck life</td>
<td>155.2 cards/day</td>
</tr>
<tr>
<td>In next week</td>
<td>95.1 cards/day</td>
</tr>
<tr>
<td>In next month</td>
<td>43.4 cards/day</td>
</tr>
<tr>
<td>In last week</td>
<td>296.0 cards/day</td>
</tr>
<tr>
<td>In last month</td>
<td>204.6 cards/day</td>
</tr>
<tr>
<td>In last 3 months</td>
<td>117.9 cards/day</td>
</tr>
<tr>
<td>In last 6 months</td>
<td>89.4 cards/day</td>
</tr>
<tr>
<td>In last year</td>
<td>46.7 cards/day</td>
</tr>
</tbody>
</table>
<p><strong>Average Added</strong></p>
<table border="0" cellspacing="2" cellpadding="0" width="250">
<tbody>
<tr>
<td>Deck life</td>
<td>8.6/day, 257.0/mon</td>
</tr>
<tr>
<td>In last week</td>
<td>191 (27.3/day)</td>
</tr>
<tr>
<td>In last month</td>
<td>740 (24.7/day)</td>
</tr>
<tr>
<td>In last 3 months</td>
<td>1046 (11.4/day)</td>
</tr>
<tr>
<td>In last 6 months</td>
<td>1772 (9.7/day)</td>
</tr>
<tr>
<td>In last year</td>
<td>1986 (5.4/day)</td>
</tr>
</tbody>
</table>
<p><strong>Average New Seen</strong></p>
<table border="0" cellspacing="2" cellpadding="0" width="250">
<tbody>
<tr>
<td>In last week</td>
<td>260 (37.1/day)</td>
</tr>
<tr>
<td>In last month</td>
<td>737 (24.6/day)</td>
</tr>
<tr>
<td>In last 3 months</td>
<td>1088 (11.8/day)</td>
</tr>
<tr>
<td>In last 6 months</td>
<td>1803 (9.9/day)</td>
</tr>
<tr>
<td>In last year</td>
<td>1982 (5.4/day)</td>
</tr>
</tbody>
</table>
<p>First the full six months of Geography Study (I used a better controller for study, the reason why study time went down and productivity went up <img src='http://blog.arboroia.com/wp-includes/images/smilies/icon_biggrin.gif' alt=':D' class='wp-smiley' /> )</p>
<p><img src=&#8221;data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAocAAAKTCAIAAADkMTU4AAAKcmlDQ1BJQ0MgUHJvZmlsZQAAeAHVl2dUFMkahqu7JwfCzIBkhpyRHCXHIUsUTAwzZBiHISMmZHEFVhQREVAUXQRRcA2ArAFRBBUREEFFXZBFQLkuBjCgchs4sJ5z7/67f271qepn3vrq65quqnPeBoDSxObz42ARAOJ5SQJfF3vmmuAQJn4QYIEkEAFMIMvmJPLtfHw8wD+WmX4AzXc+0JnP9Y9h/71DlBueyAEA8kG7w7iJnHiUL6D8jsMXJAEAV6PcnZrERxlJQ5khQCeIcv48Ry7y0XkOW+T5sQyBv68DGtMBAIHCZgsiASD3oTozhROJ5iF/QFmPx43mAUBRRtmaE8XmooxWoB0fv2me96KsHvZDnsgfmM0OW87JZkcu8+J/QUeiD3aMTuTHsdMXfvwvm/i4ZPR9LRQa2lJ4cV7za0NC6ziX7ei+xPy4hTVb0MN5AX5LOi/My3uJIwTOvkvMT7L/gX38l/SMKAevJQ5PdFrOE8N2m1+zhfyCZN+AJU5M8XNa4owo/6Al5oY7LusR0c6sJT06ibX8rNhN7stzAEHAAL1MgD4ASeFp6LoB4LCJny6IjoxKYtqhOy1cm8nicXS1mQZ6+mjQ/1GZP2OL033/aOHsQOKEv7X0g+iW7EfPQf7fWgi6V+s8AZC487em2AMA7RkATQOcZEHKYj7M/A2LroowYKAnWA4oAXWgs/AeLYEtcAJuwBv4g2CwAXBAFIgHApAKMsEOkAPywF5wAJSCCnAcVIMz4BxoBJfBdXAL3AXd4CEYBENgFLwGU2AGzEIQhIeoEB2ShOQhFUgLMoDMIGvICfKAfKFgKBSKhHhQMpQJ7YTyoEKoFDoG1UC/QZeg69BtqAd6DA1DE9A76AuMwBSYAcvCqvBK2Ay2g91hf3g9HAknwBlwNrwHLoEr4dNwA3wdvgs/hIfg1/A0AhAyIo4oIDqIGeKAeCMhSAQiQLYiuUgxUonUIc1IO/IAGUImkc8YHIaOYWJ0MJYYV0wAhoNJwGzF5GNKMdWYBsxNzAPMMGYK8x1LxcpgtbAWWBZ2DTYSm4rNwRZjq7AXsW3Yh9hR7AwOhxPHqeFMca64YFwMbjMuH3cYV49rwfXgRnDTeDxeEq+Ft8J749n4JHwO/hD+NP4avhc/iv9EIBPkCQYEZ0IIgUfIIhQTThGuEnoJY4RZoghRhWhB9CZyienEAuIJYjPxPnGUOEsSJamRrEj+pBjSDlIJqY7URnpKek8mkxXJ5uTV5GjydnIJ+Sy5gzxM/kyhUTQpDpR1lGTKHspJSgvlMeU9lUpVpdpSQ6hJ1D3UGuoN6nPqJyG6kK4QS4grtE2oTKhBqFfojTBRWEXYTniDcIZwsfB54fvCkyJEEVURBxG2yFaRMpFLIgMi06J0UX1Rb9F40XzRU6K3RcdpeJoqzYnGpWXTjtNu0EboCF2J7kDn0HfST9Db6KMMHEONwWLEMPIYZxhdjCkxmpiRWKBYmliZ2BWxIXFEXFWcJR4nXiB+Trxf/MsK2RV2K8JX7F5Rt6J3xUcJaQlbiXCJXIl6iYcSXySZkk6SsZL7JBsln0lhpDSlVkulSh2RapOalGZIW0pzpHOlz0k/kYFlNGV8ZTbLHJfplJmWlZN1keXLHpK9ITspJy5nKxcjVyR3VW5Cni5vLR8tXyR/Tf4VU4xpx4xjljBvMqcUZBRcFZIVjil0KcwqqikGKGYp1is+UyIpmSlFKBUptSpNKcsreypnKtcqP1EhqpipRKkcVGlX+aiqphqkuku1UXVcTUKNpZahVqv2VJ2qbqOeoF6p3qeB0zDTiNU4rNGtCWsaa0Zplmne14K1TLSitQ5r9Whjtc21edqV2gM6FB07nRSdWp1hXXFdD90s3UbdNyuVV4as3LeyfeV3PWO9OL0TeoP6NH03/Sz9Zv13BpoGHIMygz5DqqGz4TbDJsO3RlpG4UZHjB4Z0409jXcZtxp/MzE1EZjUmUyYKpuGmpabDpgxzHzM8s06zLHm9ubbzC+bf7YwsUiyOGfxl6WOZazlKcvxVWqrwledWDVipWjFtjpmNWTNtA61Pmo9ZKNgw7aptHlhq2TLta2yHbPTsIuxO233xl7PXmB/0f6jg4XDFocWR8TRxTHXscuJ5hTgVOr03FnROdK51nnKxdhls0uLK9bV3XWf6wBLlsVh1bCm3EzdtrjddKe4+7mXur/w0PQQeDR7wp5unvs9n3qpePG8Gr2BN8t7v/czHzWfBJ/fV+NW+6wuW/3SV98307fdj+630e+U34y/vX+B/2CAekByQGugcOC6wJrAj0GOQYVBQ2tWrtmy5m6wVHB0cFMIPiQwpCpkeq3T2gNrR9cZr8tZ179ebX3a+tsbpDbEbbiyUXgje+P5UGxoUOip0K9sb3YlezqMFVYeNsVx4BzkvObacou4E+FW4YXhYxFWEYUR45FWkfsjJ6JsooqjJqMdokuj38a4xlTEfIz1jj0ZOxcXFFcfT4gPjb/Eo/FieTc3yW1K29TD1+Ln8IcSLBIOJEwJ3AVViVDi+sSmJAZqZjqT1ZN/Sh5OsU4pS/mUGph6Pk00jZfWma6Zvjt9LMM549fNmM2cza2ZCpk7Moe32G05thXaGra1dZvStuxto9tdtlfvIO2I3XEvSy+rMOvDzqCdzdmy2duzR35y+ak2RyhHkDOwy3JXxc+Yn6N/7tptuPvQ7u+53Nw7eXp5xXlf8zn5d37R/6Xkl7k9EXu6CkwKjuzF7eXt7d9ns6+6ULQwo3Bkv+f+hiJmUW7RhwMbD9wuNiquOEg6mHxwqMSjpOmQ8qG9h76WRpU+LLMvqy+XKd9d/vEw93DvEdsjdRWyFXkVX45GH310zOVYQ6VqZfFx3PGU4y9PBJ5o/9Xs15oqqaq8qm8neSeHqn2rb9aY1tSckjlVUAvXJtdOnF53uvuM45mmOp26Y/Xi9Xlnwdnks69+C/2t/5z7udbzZufrLqhcKL9Iv5jbADWkN0w1RjUONQU39Vxyu9TabNl88Xfd309eVrhcdkXsSsFV0tXsq3PXMq5Nt/BbJq9HXh9p3dg6eGPNjb6bq292tbm3ddxyvnWj3a79WodVx+XbFrcv3TG703jX5G5Dp3HnxXvG9y52mXQ13De939Rt3t3cs6rnaq9N7/UHjg9u9bH67j70etjTH9D/aGDdwNAj7qPxx3GP3z5JeTI7uP0p9mnuM5Fnxc9lnlf+ofFH/ZDJ0JVhx+HOF34vBkc4I6//TPzz62j2S+rL4jH5sZpxg/HLE84T3a/Wvhp9zX89O5nzL9F/lb9Rf3PhL9u/OqfWTI2+Fbyde5f/XvL9yQ9GH1qnfaafz8TPzH7M/ST5qfqz2ef2L0FfxmZTv+K/lnzT+Nb83f3707n4uTk+W8Be8AII2sIREaiVPgkANRgAejdq14QWPfBCBLTo21Ge9+8LHv4/edEnL8SbAFCFQmALAG5oLbUFQHk76kEAAD4o+9sC2NBwuaLqfEmMMDRYAIjciFqT4rm596gnxGsA8G1gbm62cW7uG5oUeQJAy8yi956PlkO/AwLvAULHaFtfS8HC+B+afwMeUejPu7YNAAAAAAlwSFlzAAALEwAACxMBAJqcGAAAIABJREFUeAHsfQecFEX2fy9JwoIgWVFExAAoiqioqKcYCPdTUeAMf+XwTsGAGQ+MGBAUI5wK6JlQ9AAF8QgiQXLOcVk2weac48z0/9tdMzU1PT0zPbFndl9/cK2urvh90/3qhXoVV1BQINFFCBAChAAhQAgQAlGAQKMoGAMNgRAgBAgBQoAQIAQUBIgr0++AECAECAFCgBCIFgSIK0cLJWgchAAhQAgQAoQAcWX6DRAChAAhQAgQAtGCQBPdgWQn7s+p1HlikaQ27c/q0a2DfjWdGpRFCBAChAAhQAgQAkYR0GWv5Uv/cfPkw16aGDZtweSHB/fWreylGj0iBAgBQoAQIAQIAS8I6Guw47t7qYJHyyePvn7sN/u9F6KnhAAhQAgQAoQAIeAXAvpc2aWJPsPGjx8zbFAfl0xw5uff312syaNbQoAQIAQIAUKAEAgcAd9K6A9mf/H33s3RQ3X+kS+evX7Kct7Z8t1pxVe0bcvvKUEIEAKEACFACBACwSDgmyvX1lVLksKVm3foPeGjxQuXj/BmcZaqE7etWvLbnwdO5rVq1Sorq6LvLUMfuO/u3h2UFoTLkrhh+f5iqZkk1dZK/W65o1fb8t0rF/2yZFtBy5ZSXl77S4c+MHZ0bx2vMkv2kS0r12zYtiOhQkIPUsv23Xp079a95yU3DL6CFggCwpQkBAgBQoAQiD0EfHNllzk1BxsVLvhkC5clf//0f9z80SYhS5I2bVo+e8qEKYv3T7ihm/Cget0rY7lD2bQFi5fMHDFdrLh8+ezpEz5YdvjvA7s4a1UnzvjbQJdizmeDVqX9ekW8855ShAAhQAgQAoRAzCHgH1dOWfubICgPuqi7wAbzt429cLhTve2KxJQR/VqvTfp7P6c0qziUOdqaPHqEa3H73fPD+5yxK+OOHkzOLp7/jCeWjPJtdFugTEKAECAECAFCIIYQ8O3t1aypyhQtxfuXzhowdrZzbuMfu9apYa5e9IrIkkct2JaQk7F/1hinj9jzn6+GKtzb1WfUs5PGOyuoRcd++addIK9OW7HQWXv8rGUJaWkZaUmHd21c/PW0UaOuOsO/BYazKUoRAoQAIUAIEAJRgkCc3plR5fMf7D7BKfYOGjWqzcKFznt16OO3ZUzt5TAWW9JXdu73AJ/SrG0Z97Nn1fvHn3Wzg5kOW5Y0b6BdWtZ0IY35YNk7fx+I9izZG8b2GSF0Nmpjxmx4m1Wnr3mm32hHU9LX+wvuEDXivG9KEAKEACFACBACMYuAb1kZpmEtSx42aWOakyVj7ikbVgkIjL+Gs+vmPW8Yxp8sP5BWzG/ExLApyz5UWTIym3S54bU5Y4SnR07mK9Jy87Zts4Tcsf1umLVoQ3axXZAWnlCSECAECAFCgBCIVQSMcGXt3Ka98FhvwaCMx3W1lUKh2QNuuPPOG3DhryhzC0Vck4MH9xUzzu43QLg9fLKgXLmN7z58kJAtHZ4ybkSfnp3vfG7GhsR88QGlCQFCgBAgBAiBGEXAN1ceM2fV4f2rRHvv5JtfO+LdRHx406bDuPDXECy1dS4ib3VpgV61Do/+Z5UoRLMym76dPmLghQ/OWKovhus1RHmEACFACBAChEB0IuDbRerS3hd26RY/cda02TdPdszh2+vfui1n6hBPlQeNGd9TqnIUtv+/Mq+yS0tPNVzKNmnR2uWe33S44sOchOFffTR6suB0pj5dPn3s8uIfMqYOcVi6eR1KEAKEACFACBACMYOAbzbJBNm2/R76YczkB751TGz2A9NvPvzK4C6Oe/H/o6a9NzWYkyuq8/OE5oZd2t25n0pq0mHwo1MLHp64f8vqbz8Y9+0moeDsHw5PHkJblgVEKEkIEAKEACEQYwj41mA7JtR8yGvLRMPuR6MnbnNojc+5vL+jGP6/cOaCI8KtkaS4OKj+c/50oU6rNu7yb5O2/W4Y+eGvOYunOH3JUEVsRWiBkoQAIUAIEAKEQGwgYJwrS1Lbge+7eEcvHz7hG8aX4/sNm9THOeGFE65/ef42wT/aUpyduGb+N9vS9c3Rk29+YU2incMnLn1/HN//JEl9Jt2vBuHGjqltM2Z8szslWzBBN+nd70Jnr9hVJd5QmhAgBAgBQoAQiDUEfO9XnrY26VFnTK7sGTf0mS74cI2Zs+3Dkb0w6+Ldc3vexg3PdhiGjRolVWQtX25XNE9ZmzTB3pTLfmUwdDQ5aNT4vi0PzXbRSvf54fDaIV0UGbh8/9zudsN2n1Fjru9zUXcpd8+Uj0QGPuXwhgm6KvVYIwqNlxAgBAgBQqCBIqCv9K31iEaXx2bPmn79BP7823H/+MsVqxAUs+0Vj+5aLA0Y4cKYly8UuKYkncaruSYYl9+0cLadezueTlown7FkRwb7/+GF3x52aVfJ7vPD/EeIJbsCRXeEACFACBACMYaAvga7WSvnNOKbunDu+N6jFzwr2pcPj521iimme9zwaE7CxlnPjnJWFlKDho2/qL27iVgpMemHxbPGi22CyY76emPCxMHdeAPx3QdNGjWsD78XEqMmzdqWtHZIN/3GhYKUJAQIAUKAECAEohoBXQ120COuLk7Pyiutkpo2bdKkRdPW8W3bxsc3cWHuLhrsaRszHu3dvLo4OyuvzCLVSU3O6NFDVVvrDMRSXlxcXl5WVWVRrMhNWnft2iWe2LEOUJRFCBAChAAhEHsIuLDKkA2/edtuPYTtTD7bVY9wbt62S4+2PpXQTeLbdsA/n01SAUKAECAECAFCIOYQ0Ndgx9w0aMCEACFACBAChEA9QMA0ruzZoaweoEpTIAQIAUKAECAEAkHANK4sOpQ1c3UoC2QeVIcQIAQIAUKAEIh9BMLj7RX7uNAMCAFCgBAgBAiByCNgmqwc+alSj4QAIUAIEAKEQJQjoPXBbteuXVxcXJQPmoZHCBAChAAhQAjEHAKFhYU+x6zlymDJGzZskGXZZ00qQAgQAoQAIUAIEAIGEQB77du3r8/CWq6MCmDJxJV9AkcFCAFCgBAgBAiBkCNAduWQQ0oNEgKEACFACBACASJAXDlA4KgaIUAIEAKEACEQcgSIK4ccUmqQECAECAFCgBAIEAHiygECR9UIAUKAECAECIGQI0BcOeSQUoOEACFACBAChECACBBXDhA4qkYIEAKEACFACIQcAeLKIYeUGiQECAFCgBAgBAJEgLhygMBRNUKAECAECAFCIOQIEFcOOaTUICFACBAChAAhECACOrG9AmwpbNVsNlttbW3jxo0pQHfYMKaGCQFCgBAgBHQQQKRLq9XarFmzRo0iJMTGAFcGSx46dKgOWpRFCBAChAAhQAiEH4EVK1Y0b948/P0oPYSLK0PA/fbbb5cvX15aWnrZZZe98MILHTt2rKur++yzz1avXo2ngwcPfuKJJ0477TQ2TxResmRJVVXVNddc88wzz5x++ul8/pCSka6oqGjatCnPbMiJV1555e23327ICNSnuRM1iZr1CYH6NBf2boJttWrVirGhyMwuXFz5P//5D1jySy+91Llz5w8//PDNN9+cNWvWF198sXv37vfffx9ze/fddz/99NPnnnsO6Z9//hks+fXXX2/btu3HH388derU9957j8+fKa7BkokrM0zw+yAo+M8j1hNEzVinoDh+oqaIRqynRWpG0n4aFkU55NpFixY9++yzV1555TnnnPPYY4/hUMnc3NylS5c+8sgjF6rXU089BbZdXl4Oyi1cuPD++++HSH3uuedOmjRp165dKSkpsU7R8I0/KSkpfI1TyxFGgKgZYcDD2h1RM6zwRqBxq3CIsVnUDAtXPnjwIFYWgwYNYiCCC//www85OTmwEPfr149l4phJWNEPHTqUl5cHhs3zu3Tp0qlTp/3790eAADHaxYABA2J05DRsdwSImu6YxG4OUTN2acdGbrU5Z2AWNcOiwc7IyIDieuvWrd988w2Y7qWXXvr000/n5+dD79qmTRs26SZNmiCNTGZC7tChAwfjjDPOQD6/pYQGgYkTJ2py6DZ2ESBqxi7t3EdO1HTHJLZyLDa5WeM4NmazqBkWrlxZWQm2+t13302YMAGcePbs2f/6179GjRoFTixSCK5eMKRDgEYm/M75I6SRz2+9JOCwDscxLwUa+CO48sM00sBBoOkTAoQAIWAQAUsU8JOwaLDBfeFNDU4MKfniiy+GJ1tycnKLFi0sFosITU1NDRgwczcX2TD4tMikWRUYnuE7huvLL7+EwzYywZLbtWuHknR5QgDec19//TUDEBYE0YcOSLL1EJ7Cwy49PZ0Vmz9/PjzyWHrNmjXYD8DSsEow2HFLTYUQK4Y2wV4/fleMmvTisBckFj8yjCuDgtOmTXv44YcxhfHjx7PpROxvXEFBgdgZtMfr16+HxVfM9De9atWq6dOnr1y5EtyC1R0yZMhDDz0EhgqHr/j4eGSCQ99+++3vvPNOr169Ro4cOXfu3PPPP58Vvvfee++7774777yT3aLkrbfeChaicTwGI0f7tGOKoeT+F/jAod8dN/eSlGMiAuDHWHGaOADqOoQIEDVDCKYpTeVVyh1b2jXYjJqM0fzxxx8aXW8Aw4O71SWXXOKzootK2WdpgwXgyYWSx44dg6yMBPPzwmggFsON67rrrkMmZC/8hSQN63LXrl2Rz7hyZmYmnL9YCyjg8wKr1nBrn1WoACEQPQgQS44eWgQ/EqJm8Bia20KdoME2i5ph4cpnnnnmjTfe+MEHHyB4CCTjTz75pE+fPuDKf/3rXxFFBGpnGDtnzpwJWZk5f91zzz0wQmMPFSKNQJuKLVI9e/Y0lzbUOyFACBAChEBDQwDeXpJkl5XNmntYuDImM3nyZDh5vfzyy7D+Dhw4ELuTkfnoo49CG4AdycgE24ZjNpv23XffXVZWBm023MSuuuoq8HKz4KB+CYEIIwCLfrdu3SLcKXUXJgSImmECNmLNijujzKJmWOzKoUXQu105SuymiH8CuX/Pnj2i7QHOVtATjBkzJrSAGGyNmUOiBB+DY26AxaAcQojZBjjxejllomaskzWxwNarvd0JmlGzntiVTSRMmPZKGdlihIgo8HGDwzmfPmz7uPgtJQgBdwSIJbtjErs5RM3YpR0bubgzyixqhkuDbQpt2F4pKMND3nvr1q2Lioq87P0F9+3RowcOjcC2bMQyC/kAqEFCgBAgBAiBcCNgCWr7UWhGV6+4MiKKgCXP3FjSqEkoT5eyWeqeuv50NO6FK4Majz/++Lx58xDoe8OGDRriYKsYDO0QphFP9Mknn0TIGPicX3755djGDdU3CsOyePXVV+OUDqR/+uknWNb5BmJNU3RbzxCAiYFvIKxnU2uA0yFqxjrRRbuyWdQMSxQRcwkDltwkpP8M8nhs0MKG7C1btsDNTURgx44dcDLHsZWIdY5HcE3HhbjfZ5111tq1a1EyISEhKytr8+bNrBb2ecNZXWyB0vUYgSlTptTj2TW0qRE1Y53iqg+2fRJmUbMecmUTfxaIZg7HcjiZY9c1GwbisXz00UeIi4IwMRCIhw4dCsMzXMDwFGlEkEECvBlhUqAhxw5v3GK7+vDhw1l1+lvvEcDWg3o/x4YzQaJmrNNatCubRc16pcGOhh/EW2+9tXjxYkjG+MvGA2U1pGTopdktjN8INYoLXBlKb2SuW7cOW7dLSkoQVQ35iLZ2yy23RMNcaAyEACFACDQoBEQNtlkTJ64cYuRbtmw5Z84ccFkcGs2ahrgMX75x48bxnpADUyJYL46dhrEZzBjRVhEBDQbp0tLSm2++GTHDeWFKEAKEACFACEQGgWjw9iINduhpDXX0gw8+iMApcBZA64hrlpiYeJ7jwgGXUIzAZxt+3ddff/2nn36KYghn9pe//AVcGadBkFE59CSJ4hbFI0OieJg0NEMIEDUNwRTFhUQNtlnUJK4clh8IbMnw2cbBWeC+sDTjTA6cQJKamvrbb7+BW+MIENbrsGHDvvrqqxtuuAG3CA8Ony/IzWRUDgtJorVRs4LMRCsesT0uomZs0w9HEQpxsM2iJnHlsPyKwHcRF4aFEIFAvGTJEii0sY8Z+6YQdvTdd99lvYIrI3AMpGTcQnS+8sore/fu3b1797CMiRqNSgQ6d+4cleOiQQWCAFEzENSiqY4oK5tFzXplV2YHUGJ7scsxzkGTHA36bCMlJUVTBodR4mKZUErr6qUvuugiiNS8IpTbPE0JQoAQIAQIgQgjYLGaH0akXnFlRMwGCRHxI+SEhCCLoJshb5YaJAS+/fZbsxRlBH7IESBqhhzSCDdYI4h0ZlGzXnFluC5XVFTgfAimOg4hOY3EwQ5hd9RUw0Ggf//+DWey9X6mRM1YJ3GN4qFrv8yiZr3iymDG2JjkgJT+TwjEAAI4dzwGRklDNIYAUdMYTtFbqrZOkmWJHSpkFjVJKxu9vw8aGSFACBAChEAkEai1SKYblokrR5Li1BchoEUAO9S1WXQfswgQNWOWdPaBWyyyzcGWzaImceVY/xXR+GMbATowKrbp5zp6oqYrHrF3V6dqsNm4zaImceXY+93QiOsTAoMHD65P02ngcyFqxvoPAFyZ71U1i5rElWP9V0TjJwQIAUKAEAgNAthdyzXYoWnR/1aIK/uPGdUgBEKHwO7du0PXGLVkMgJETZMJEHT3Fit8sO2GZbOoSVw5aDJSA4RAEAgkJCQEUZuqRhcCRM3ooof/oxFlZbOoGa79ytu3b588eTLHpGnTpr///jtiPn/22WerV69GmEmo7HEI8WmnncbKIIoKgkXjOIdrrrkG5x6efnqA8blwerEYw5IPIMiEzygiEyZMwDkTR44cEaNY//rrryNGjFi5cuVtt90W5ACoen1F4P7776+vU2uA8yJqxjTRISSLXNksaoaLK+N8JJxg+OabbzIisWBbX3zxBXQC77//PjJxQgMOMXzuueeQ/vnnn8GSX3/99bZt2+JQh6lTpwZ2hBZYcpu27SrLy0L+y2gZ37q0uKhx48aeWsaRUODBOA8Kf1kZRBkDqx47diyxZE+gUT4hQAgQAtGDACzKNmiwzR5QGLnyueee265dOz7B6upqHGj48ssv4+gkZIKBvfDCCzhAKT4+HucpYVWCM4aRP2nSJKRx2EOPHj14XYMJSMlgySNfLGrUqKnBKkaK2Wx1i95rh8a9cGXM4t///vddd92FOd5xxx1oFosM2CdwpKORLqhMg0UgPT29W7duDXb69WziRM2YJii4slXw9jKLmuGyK6elpZ1zzjkihRITE2tra/v168cy+/btC6Z16NChvLy83Nxcnt+lS5dOnTrt379frOtXGiy5UZOQ/jPG48GM7777bqw2sP44ePDgzJkzP//88zZt2nz44YdYoEBXf+mll0IlwOby97//HcptPi+sSN544w3cTpkyBawdyn+AgLooBq0+K7ZhwwYUQztXXHEFmD2dlsHRi+nEokWLYnr8NHgRAaKmiEbMpRWubHP6YJtFzbDIymC3ycnJHTp0+O2338rKysCNYELOz8+HdRmchpEKZ0ggjUxmQkZhTkIcTox8fhtDiVmzZuGA5BkzZsB2Pnr0aJzeCEX99OnTv/zyy6uuugo0Hjly5PLly6HThkqfafXZ7MRbBJQBS962bVtSUtI999xzwQUXvPTSSydPnhw6dOiTTz4JDTkOfPzHP/4hVo8hiGioGgTgRaHJodvYRYCoGbu0w8itsmwTYnuZRc2wcOWcnByIxTjB6dVXX4XgCJ4E+/FDDz0ETizSDGIf/L9QEpliFBWkkS+WjJV0165dYWAG7+zYsePixYuxOvnggw+gygZzxRSeffbZPXv2gGeDK+MRLt154YANCNnQlp933nm33HILUxvAJH/xxReDx6MKHMrgVvb222/rVqdMQoAQIAQIgQAQwCfZquyMCqBqKKuERYMNLfT//vc/qGF79eqFYzfeeust6KjBa9n5x3z4NTU1yGzevDlyRDYMPi0yaVYexmaIjLjA4+GwzRuJtsT48eMh6WKRBYkfynkI/fAq54O89tprobTnt7qJs88+mxuwoU5goO3bt+/qq6/m5cU2eaZu4rvvvmP5WCqJPnRAkq2H8BQedrCgsGLz58/nu/TWrFnDI8FCJ89hp6ZCiBWjAsEOSOvB74pRk14c9oLE4kfGBruyJIGCkK/+9a9/YQr4pLPpROxvXEFBgdgZeMn69es9iXFiSb/So0aNgrn0P//5D5yh4BiFumA2t99++zvvvAPODb3u3Llzzz//fNbmvffee9999915553sFiVvvfVW/NyhABc7BSMH8xbzWc7oSeWwK4slg0zbLHULpseLHXlvEH5qEIthYMZXBtIzFM6coWJjGNYoWVlZMBiXlpb+8ssvrClY2aHxfu2112BXho567969LJ8XGzZsGERkyNAsH7utkON9D5g7Pt6HTU9NQQCvPd4CU7qmTkOOAFEz5JBGssHiannSnLrX/tH0zPg49MuoyT6kf/zxh0bXG8DAYHY0cjpkWGTljRs3Dh8+vKSkhI0bjL+wsLBnz54Qi7kbF2QvPIVWFusAsC6en5mZCcEaXCqAOUdbFQjNsJdv2bKFD2zTpk0wPOMW6wlwZZYPfg+zMS+jm4A33M6dO/mjHTt28DQlYhoBYskxTT7N4ImaGkBi69a+M8qhwTaLmi6G3lAh2L9/fzBgaADGjRuHhQZ8oLB3eeDAgfB+grCI7VLQ0MJFGbIyc/6C2RWKVvhswxwLbSo8jcHCQzUYE9vByggSMzZtQ8wdMGAAtmX/97//hW4fQwJEUAhDc4B1CWiv0e2LY2Z6CyAJxLCv7JFHHoFxGnu+ydtLRInShAAhQAgEiYCV7Vd2cOUgWwu4eli4cqtWreDlhP270MjDpWvQoEGPP/44hojdyWDS2JGMcB833njj008/zcaNDUVw1QZzqqyshK8y9jEHNh/GwLC9WLIE1oB+LaXBQC/wUeg9oNDOzs6GAgAqa7hSozE4UUM9AA84qOXhoA51NOsBvFZkt/wWe6vAzmGuBj+G3MyYdKCDonqEACFACBACWgQUby+L4oktSYoG26wrQnblYKZn3K4Mpo4FQTB9earrM7aXp4qhyoePGDYuX3nllaxBOGPDK/vEiRNe2ie7shdwoucRXPBefPHF6BkPjSQYBIiawaBnet2scnnSzLopjzXp0U6x7TJqRt6uHBZZ2SxwsRcLcS4hm4riZkgG4zMOdkh68dLI8ePHH3zwwR9++AGqb2yLgp7/n//8p5fy9ChWEBgzZkysDJXG6RMBoqZPiKK5AOzKsk2qtdrHaBY16xVXBjPGZt9opnrAY4OS/9ixY9BgwxvuzDPPhGkAe8EDbo0qRg8CnTt3jp7B0EiCRICoGSSA5lZnXBlbltllFjXrFVc2l6Lh7h1u+rjC3Qu1TwgQAoRAw0QAFmXIynUOrmwWCD64MvYN85FBEhX3MTMtMaIf8AKUIAQIAX8RgCu+WYoyf4dK5X0iQNT0CVE0F4Cbl80mWRBGRL3MoqYPrvzwww+z8eEQJ0S3QDCQiy66CPuaYObEJh+RZ9vnQf8jBAgBfxCAo4A/xalsVCNA1Ixq8vganEUNt2nFBin1MouaPrgygmqx8cGQifBjN9xwA7uFMzCiNCNWFzFmBgj9JQQCQ8BIrJ/AWqZakUeAqBl5zEPYI5OSwZvZZRY1jcb2whlQOLxInD+CfviMSCWWpzQhQAgQAoQAIRC1CNSpgS44VzZrnEa5MoJt/fjjj9yujDAgiMaFuFRmjZv6JQTqBwL8/I/6MZ0GPguiZkz/AOpU3TWOWGaXWdT0ocHmEGNPzsSJExHSGewZvBl2ZWwLRgAvXoAShAAhEAAC7sejBdAIVYkSBIiaUUKIwIbBdipzH2yzqGmUK1944YXff//9unXr4PaFkBoIonnzzTeHKZBWYICyWhDivZ+kFFjjPqOIICIm9PlQJ/ztb3/jXSAqGXa8FRUVFRcXs4jf/BFP4NGSJUtwNhTPoUSDQmDw4MENar71e7JEzZimL9Ngww2bXWZR0yhXxijBV+DkhfOdLr30UoStjk6W3KZNu8rKspD/Mlq2bF1aWsSPPdZtHxGtEeZa5Mpr164F0/UeaOyNN97A2cnElXUhpUxCgBAgBCKGgMOubPLxFEa5MkJMv/3229u2bQOPgUUZRz9BBJw6dSoOgIoYZD47gpQMlnxV36K4uFCeryzLdTsOtUPjXrgyYLnppptgh6ipqcGBHGyoOCTq2muv3bx5s5eRc1O9lzL0qB4jsHv37iuuuKIeT7BBTY2oGdPkZn5e3NvLLGoa9fYCG8Z5wNgKBZYDDoQgzFDP4mzBKKQBWHKjuCYh/GeQx0PdAbaNw7EZJtClY4f3yJEj2S2c2HFgZfv27QEgjlhesGAB8qdMmQIM169fz/g91OCffPIJKw8hG2rzDRs24PYvf/nLY489Bh/41q1b4xhHII+jqM466yw0dd11123fvp1Vob+xiEBCQkIsDpvGrIsAUVMXlljJ1Hh7mUVNo1wZ7AFHBffo0YPhi8Rzzz23Y8eOWIE7AuOEa8D//d//QYnN+tq4cSN0/jgrGrcQiPEoPj5+69atOP0JAjSOmsAqBw50OC8Zt1lZWSiG5Q4u3aFCP/H555//+eefaBDIQyiHIA6fOywFsKc8LS1NtxZlRj8C999/f/QPkkZoEAGipkGgorOYxq5sFjWNcuXa2lowFRFKnAMBcVDMaeBpMFRIw7/99htzN1u0aBFCoTEFNQ5hxIHKkIMh7/bq1QsnTON0sFOnTsE2j3OuYJDu1KmTd/TAfXFB1YlDsebMmYOzqwcOHNi9e/c333wTjnjQYXivTk8JAUKAECAEvCNgia39yhDR4CrMpwQl6jfffNOvXz+eQwkgcPvtt1dXV0MjDWYMuLj6GiuYRx99dOHChU8++eSQIUOuueYaFDa+pgG/h3KbIXz06FFwdMjH0Gaz68Crv7FcAAAgAElEQVSBA4mJiewp/Y05BNLT02NuzDRgTwgQNT0hExP5zKLM9yubRU2j3l4TJkx49tlnoYCFNxPOgoacB4mQG0FjAvEIDLJ58+bDhg2DEhvabBh9L7/8cuic0S9c1rGR7Iwzzrjjjjtuu+02bJdijNnLkMB6xafYHc5umSCOLWodOnRgOVgBaNQYYkVKRzkC0KkgGECUD5KGZxABoqZBoKKzmJ0rO1TAZlHTKFeGb9HXX3+NrT5JSUlgDDfeeOMtt9wCWS06wTVxVFBiv/DCC2DJUF/zYcAhKzU1FRZlKKuRuXz5cvxlym3RkAxeDmMzq3XixAleXUxAXw0vsOzs7Kuuuorl4wQR0MIsE4g4NkoHgACx5ABAi9oqRM2oJY2RgTG7MpeVzaKmUa78+OOPwzUJLktG5taQywwfPvyhhx6aO3cuVjAch44dO0L2nTdvHmzDBw8ehLsWHkHrgL8wLcPVC7qHs88+G7I1zg5DC1j3PP/881w+Bv9mLBzlsRUNbBiqC2jFcUAIXMAQ3eXpp5/mfVGCECAECAFCIAAENBrsAFoISRWj3l4Q9cwKP2Z8nox1YXuxTbaE8B8aND4GcFlYjrEDasCAAawWpGEY4F977TUcugVJ96OPPgIf7datG+zBKACRGqZouIDl5ua+//77CGgK5fa9994Lrty2bVvegihSf/rppygA3o9TNVevXr106VIy8BsnULSVhB9ltA2JxhMwAkTNgKGLhorsDEfuxGwWNeMKCgpEOGD7ZM5KYibSYCTYUj1ixIguXbqIwTTARTQlQ34LzzI4NwEgpv7l7UP6xEJBzEeokzBFHDMS24sPLEoS7vhEycBoGCICL7300jvvvCPmUDp2ESBqxi7tMPJZK+u2bJYHDYp74nbF1MioyT6kCETBlZcBzxHClZHTIY1qsL/66isMZf/+/eKA0MeaNWvEHE0acaHnz5+PzUIsH+pZeCZjmxDEQajsTz/9dJYPaQ9cv6SkBLE8ISOC8WvaMXiLXUbYOATsRMnSYF3vxXzGwfZenZ4SAp4QIJbsCZlYzCdqxiLV+JjZ+co2R8BNs6hplCuDufKhG0xA6Q0HMbgls/KIegGW/Prrr0Mx+/HHH0+dOhW+3HiEgJQIHPbKK68gMsmXX345efJk7L4FFzTYi1gMzBjWVjGH0oQAIUAIEAKEgBEEmO6ae3sZqRKOMkaZH+RXXDDcwi8JbBVKbJbjaUzYjDt9+nSEluRuStitCz9h7HvG1luE0di1axeOn0J15MO/CYdQwc37xRdfzMnJoRCSnlClfEKAECAECIEwIaDZGRWmXnw2a5Qrw2QLJfsDDzwAhgpTNIRdeGXjgApPHUC2BvMeOnQoK5CXlwdvJu6UBI6OaFbQh4N5IywGz4cKGtGvNHpyT11QPiFQDxBgGqN6MBGaAhAgasb0z0AjK5tFTaMabH46xRNPPAFFMU6nmDZtGk5WgEbanQzY0wx99RdffAEHMfY0Pz8fCR74Amm4lSET23NhS3fPd2/TUw6qe3rUwPMJmZj4AYwZMyYmxkmDNIIAUdMISlFbhumu+fnKZlHTKFfG6RTYt6M5nQKeWe74wmUaumscuoBNuvwpczEX91YhDbbBOIeYD0druIPxil4SsD0jjEmYnK699BtDj4BPYBb6GJpjrA8Vgd5ifQo0fo4AUZNDEYsJJitzrmwWNY1qsMFWNWEdPZ1OgVgZ0F3DVCxShfl8MR7M8tEgmDFiYOFWk88yxepIwyYNFToueITBlxs5sG0fO3YMbnJoil0wS5eXl7M01hA4PJGlUR4nQ7P0ypUr4fLN0hDl0RpLw15e/5rCWgrO7QxJGOxFhQyQxMTZI9gjeMRXmB64hgMO9jicipVB8BMGO26pKYYJYUU/Bnpx6tOXIePEHvykITHj0wdlsMpwXho/fjx73yP21+h+ZZiTzznnHNiSEecZnAxWYfAwbEN69913NWMF+4Thme1phtkYHBcsGdGsUB4Rr84//3xWHnEw7rvvPsSFhu351VdfxTnBLB9hquAjNm7cON6sp/3KvEBDS4A7mqVaaWhQR2C+RM0IgByxLoiaEYM6HB1N/q4uNVG+qG/c639T9iszaoKFQYCMxv3Kxk+nQOwqfhoSZDWIzjAwI05k165d4cbFuHJmZiacv/r27QsTdZ8+ffbt28e4MnzKcPzR6NGjw4F4vWmzf//+9WYuNBGiZn36DRA1Y5qabKcy12CbRU2jdmXjp1OIuniosmHXPPPMM0EqHNvw3XffQeCGvRkqU2yRYnHB7r77bhwSDPkY3teQwuH5hZODY5q04R68kegw4R4DtR8qBIiaoUIyGtohakYDFQIeg90H23FmlFnUNMqV33777Wuvvfamm27y94AKHmYL3BcHGkKPDYEY5x3hYCWGHaRk+HXPmTOnsLAQ0jM8xcSIngHjSxUJAUKAECAECAHjCDApmcf2Ml4xtCWN2pU//PBDxP2Amw+WD1dffTVCZiIYSGiH4qk1sitrkIEHFt8IrnlEt4EhgEh7TYw6PgbWg8daRE2P0MTgA6JmDBLNOeRn5tTmpEvn9oqb9pBiV2bUjF67Mjt88OTJkzvVC2ZwbDiGqvmpp55yzolSEUFA3EgWkQ7rfyfVFjm+WZwp8yRqmgJ7mDolaoYJWN1msZhuHCfFhe7FZbIyj7hpFjX9ExBgFb7yyisRHRMq6OzsbGwx0gWLMsOKAA5pDmv7DbDxKotpkyZqmgZ9GDomaoYBVI9NltXKVRbHURIeS/nxgNmVZZu9ilnUNGpX/uWXX3AeMJyoYRuGWxZ8tWAANssY7gfMVJQQMIBAtXlc2cDoqAghQAjoIIDXFuvploqyOTSXrLJ47oMdmkb9b8UoV/73v/8Nvy2orP/2t7+BGXMfLv97pBrBIoAoH1dccUWwrVB9AYHqOryOoVOECS37TBI1fUIUQwWImpEkVo1FrqyTzowP2Ztr9/ZyuHuZRU2jGmxsasKJyNCzI/A1Qn+8/PLLOOsJe4sjSQPqiyGQkJBAUIQWARNlZaJmaElpbmtEzUjij9e2pNq3Bju9zHcZDBuCsk3dE8VlZbOoaVRW7qZebFsUTmD89ddfERsE0UIQmSySZKC+gACipxEOoUWgxipjfdwoZGtuP0ZH1PQDrKgvStSMJInAlYuqfXe47ZT1roua+NxkAdbN+DG3K5tFTaNcGVPPysqCRL9nz569e/fiAAm4fWGLlG9IqAQhEPUIgCXXWqXmfrwNUT8lGiAhUN8RgAa7tMaHHIxXu6BSOl5g693Rh2IYJRk/RsLcy+h3CDGrsVkZEb7AiRGzGycim+U1bi5e0dA7AuJDcxENI6k3Y1C5sty8iQnCMlGz3vyKMBGiZiSpWWOVSmskvLxetFzY9Igh7c+2XdShkZdiKGOFBlv1vuYabLOo6WP5wCEeOXIkIlrjevLJJyElE0vmyEQ+sWjRosh3Wr97xA7FOsd2iAjPlKgZYcDD2h1RM6zwahqHBhvGYO/ickWdUgnMO7nIxxuuyMqqlMz+opZZ1DTKlRHFGuZkHAaFsS5YsACHVXz66af8KEBl3nRFCgG43UWqq4bSD5bJ0GCbchE1TYE9TJ0SNcMErG6zzEmz2KvDV6WyvUK59mbbOLtlOZq/eMw02LyYWdQ0ypUhJb/11luIHILTNGfPnt2jR4/t27cjoZkY3RICsYiAypXNtibFInA0ZkLAPATgpInOi706fFXaD5GXCiulzHJv77giK7tqsM2amVGuvGzZstdeew2nLq5btw77lRGAEycuI23WuBtyv6SiCDn1VbtyyFs11CBR0xBMMVKIqBlJQtWowX98yMpCgKCiKh9cWeODbRY1jXLl/Px8hPQC4jt27EC4TSRwSiPifEWSBtQXQ2DKlCkERWgRUOzKJmmwiZqhJaW5rRE1I4k/szp537LMNdgYmJh2Hyc+AlyDzZTYZlHTqA82zkjGmVFdu3bNzMzEgVGY0u+//46w2O5zo5xwI4DTMMPdRUNrH7KyWVyZqFmffmxEzYhRk7+zJTXe+qxSvb1YCQQC83KhQS4rQ6bGfgyzqGmUK48dO3bq1Kk2m+2GG24477zz4Oq1ePFi6LS9TJIeEQKxgoCiwcZ/dBEChECMIMC2PGGw4LsQmps11h+3KB9758r8qCgIyvgYeN9Gpd9ZiHKNcuWbbrqpb9++xcXFvXr1Qtc4TANxvkhWDhEVqBmTEYDXiFmysskzp+4JgdhEAJuV+QXTcqdW+sEGXGVlbytv/gWAHpu7YfMuIpkwalfGmDp27Ag2XFlZWVFRcfbZZ7dv3x6JSI6V+mIIvPfeewRFaBGw2mSzdkYRNUNLSnNbI2pGDH+2LYp158XhS5SPxbT7OBEpjGXif2xrs1nUNCorHzt2DBrsjIwMcTI4OYriYIuARCY9ZsyYyHTUcHpRNNjC0juSEydqRhLtcPdF1Aw3wrx9zkSR44krQ/y1MAarVquuU4TgOH2hWqpzeGtzWdksahrlyh9//HHnzp3Hjx/fqlUrjgslTEEAhDCl33rcKTTY4tsbyZkSNSOJdrj7ImqGG2HevquszLNdEpUO8ZflQgiussgtm+qzZSdXVuzKKBtnFjWNcuXk5OT//Oc/UFy7TJpuCIF6gYAqK+M9pIsQIARiAwFsVuaCr6fNURqVdVWVch5zy6b6E6x1sHAuK+uXC3+uUbsyzqUoKSkxPh5EAUOYkSFDhuAw5g8++ADWaFb322+/HTFiBPLfeOMNscGlS5eOHj369ttvnzhxIuoa76gBlgSGDXDWYZ0ydkRwX4+wduTeOFHTHZPYzSFqRox21Va5qlKuVgODYHOUrn9WRa1zqY0C+dlShSMAp/s4+RcAJZna2yxqGuXK2Bn10Ucf/fnnn4mJiUnC5T435ODcZbDkxo0bz5kzBwbzI0eOoC7yf/755yVLlrz++usI1VlUVARDNau+efPmzz777Kmnnvrqq6/i4+MnT56MLVi6LVMmEOjfvz/hEFoEoMGuNekXR9QMLSnNbY2oGTH8ISvX1UpF+UqH2NSka4ESZWWw8IoyiQfgdB9nrWBXZtskzaKmUQ02i3Ly5ptvipPx5O2FDVTnn3/+Y489Bj9tlMceqh9++AGJhQsX4hzpyy67DGmwbaRx4gVCaiN/+PDhgwYNQv6LL76IkzAQZJvFKkEOXRoEEPFUk0O3QSKAl9CsdSBRM0jaRVV1ombEyAG7Mrhycb7c9WzFTgzRuWljrcG4SpCMy4qlWmiwHazXfZyirMwkb7OoaZQrz58/330annLAjF955RX2FG7bq1evxqIjLy8vNzcXBzOz/C5dunTq1Gn//v3YbXX06NG7776b5bdo0QKhPZFPXNkTvJQfcgTAlfk7GfLGqUFCgBAIOQLYr1xXB65sbxhMunUzbSfsGEeWC65cU+Ut6KbFwbAVDbZT861tMwL3RjXYYKLiBee0tLS0zz//3PsQcYjFgw8+iBja//znP/EXhTt06MCrnHHGGcgsLS2tq6tzz+fFKKFBYMWKFZocug0SAWjA8B5Cjx35i6gZeczD1yNRM3zYalrGzijIyjWVEny48Eh3Z2OVg9GiQHmJXFsNrqxpxnlbJ7z/TB9uFjWNysp87HDFWr58+cqVK8FQmYKaP3JPwFRcXV39xRdfgD2/8MILKNCsmXM9gzT4MS5NftOmTauqqtxboxyGgIghYRISBNjSGOJyY79fiGD7J2oGi2A01SdqRowasCtb1FMai/KkFudI1YqyWqvBFsNtVpRKdTVSeY3HpTeXlTEFFn3TLGoalZVxphUChjz//PMPPPDA999/D9H25Zdf/umnn7zT4Nxzz73ooovg3pWVlZWQkIDCjAezWmgT0z7ttNPc81mm2DiM0C+p15dffsld43JycsTwK3jOz97CBuv09HTWAtTvu3fvZmnMgq+AcFZ0LDaFcKeYSz2eIKNUxCbIFFbpJw5+843duT2SvytGzXr2E40wBVl30fA6M2rWg49M9FOQabBTD/2UoH7bcesOOwu3WVKQs+yrGWDJuIpKJU9sYt3yHwuy9rCJ/7l2zbRp09AgCiNKB8uM2N+4goICsTNoldevXy8zY7f64MSJE2Bjf/zxR3l5ebdu3W688UZ8QcAa4aUlVhTT8Pbau3cvQmfzzFGjRt11113Y8Tx37lw4grH8e++997777sPWqaFDh7766qvXXXcdy3/66ad79+49btw4dmuxWG699VawW8jQvEFKEAKhQgCKqy93K6que/o07tBCu9wOVS/UDiFACIQKASi3vthtObzblpcuNWshXXtbo6u6Nbq8i4uQCSaGMkw0zs+WD21Xkv1viJt4qz4fmb/Z8ttK+06Mqc80Oa+9vTVIkpAewQGbNAlWkwb/aCMeZC7TcIcMrBHXvn37sMkYiujvvvvuH//4B4qhdffCPOfUqVNvvfUWDM8sB35ehYWFffr0wUGQcONimTgREs5fOPECTeERumD52NmMzVfI561RQoMAl/s1+XQbGALc+1rXNBVYm8ZrETWNYxX9JYmakaERO5qCib+1VRJ2PYkBONkYEMaLa6vLHLE2qir1LdCoIvp7WtT4u2ZR0wdXhqAMJ68rr7wSvtNehGMNJcBTobh+//33sfEJLBb7qS699FJsiMKWp3nz5u3cuTM1NRWaZ+T07NkTdeGAjSgi69atg8P2jBkzoB4fOHCgpk265QgwWwC/pUSQCHAnD9HdI8g2jVcnahrHKvpLEjVDRSPd/ce8ccaDLQ7XrcI8ifFpXgAJcRMUXL3Yo2rPbthWwTWMcWizqOlDJMdO4rVr10J4X7Bgwemnn44txThfWZy5bhriLyKEzJw584knnoDUf/311yOBkuC+ZWVlOEoaAvFVV13F/L+QD901CiDkCERqcPTp06cjAoluy5QJBGBiJxxCiIAa81Zpj4cRCGHjPpsiavqEKIYKEDVDRaySGrm9Z3MSC4LNvL3QY1EeZGVtz6KrV7lDVoYbNrZLtW2uLYx7cR3AvL3MoqYPrgwz80j1gnQL3oydx8uWLcMEwKRhKvYiPbdr1w5OXu5TxykcugdxwLqMy7085RAC4UbAKSubFN4r3BOk9gmBmEMAoa29cmVF9uWycmmBxPi0OE0exgu7fLCBil2I0FmphOHUscBa+IcA2mxHTGyxwYilfWiw+TjgTf3II4/A6RpBrRHFGh5hMDBPmDCBF6BExBDgvuUR67F+d8TWxZijKXZlomZ9+nURNUNFTYS29nKBB8NozLmyshG52q6j5rX41uQyh/oaj7xsWWa2ZFadyc1mUdMoV2ZjhWr68ssvR1DMX375BdG7ELOaQ0CJiCGwaNGiiPXVEDricXxMsSsTNevTb4yoGSpqltfKokpZ06yyWdlhVGaPSh3SMC/JNdiI6sUvlStr+Td7KnJlq+rtZRY1fWiw+WQ0Cewnvlm9NPl0GwEEnnnmmQj00nC64IorUw6oIGrWp18aUTNU1ARLxvlOp5+mo2pGFzVWuU6IcY2c8gotr+WyMnf1QjE4bFeosUfcxylyZbYgMIua/snK7jOhHEIg1hHgXFncGhHrk6LxEwIxjQDsSmIUa81c2IFRYmZFpfYwR340RWWpsyD03oVlWv7NHjP5mKVFDu2sHKkUceVIIR26fnj8stA12aBbMteuTNSsTz8+omaoqKnIysLpyJpmEeAaQbDFq7ZGqnP11mRBsMGGq8rFguDKLrf8RuTKLG0WNQPhyhUVFdhejV1MfD6UiCQC7FTNSPZYv/ty2pVd3+rIzJqoGRmcI9MLUTNUOIMrcydq9zaVcJtuXLna1XGaVa+plnmYINZOcalvWZmpzcyiplGujJ1ROPfpwIEDiLs5duzYiRMnYi/Xnj32qKHuqFFO+BDAhu/wNd4AW7Y6QgDVcl12BFEgakYQ7LB3RdQMFcQWmwy7sqfWlAOjXL29amtkMZAI2CoTnSsrtG2UV9oPn9A8cJGV1aW6WdQ0ypX//e9/n3nmmWeffTa2LCMuKJzTEMIa0bA1E6NbQiDmEOBLaXONSTGHGw2YEAgfAqq3l8fmFVnZdesUbkWuzDl6pav6Gi0qpyy7StWsG+bhxdIih/Y4iLA9MMqVDx069OijjyI2yNatW6+99lpEF7ntttsQjzNsA6OGCYEIIWCuXTlCk6RuCIGYQkDRYHuTlbU7o2BXrhHKc08xjVEZGNQgkIirnM2AETmxyKEjD5tRrowQmDabDYcl4xiJAQMGYKA4X7l5c73AZZGfRAPrUTy8soFNPSzThbIKxic0rfEWCUtnbo0SNd0gieEMomaoiKdwZVfLMW8ZL6yioHb1BaurdpWVHU+ryrVqcCXopuMpbxMJrjNDmnFos6hpdL8ywla/++67bdq0wZlWODoCFmUcf0tnSIhEjVhaN2RpxHqvfx3BmlxSKHXs6nJoTMSmSdSMGNQR6IioGSqQocGq8eB9yTTVPAg26xHOX2LQTb4pucrNrqxosPVkZZsaOYS1xvRnZlHTqKz83HPP9erVCxIzDOAtWrSA29fFF1/81FNPhYoG1I5xBDp37my8MJX0iQC4ck2NhAC5WINzbbbPWqEqQNQMFZLR0A5RM1RUgKyMf7pBcDUHRrEeceKTGuDa3j+zK8OPs9qNK0OqFvk3H7BV9fCyt6ZyaLOoaVRWbt26tRjo5O9//zufDCUIgZhGAJorm0UqLZZatJQQ3quF0ZVqTE+aBk8IRC8C4KbMsgvTcrPG2vBezGaskZUxmWJBWc2kYSy1HRssnJOFdrqkUqvWxmN3WdlZJ7IpH1wZWmvEvmYzQwJjE9O4RUzsyA6YepO+/fZbs1Qr9RJ9yMp4UXHWW+czocSWWzTRfgXCOmuiZljhjXDjRM2QAM6lVt1TF5lVWLMzCv0WC+7WTFau8BAwpEBvy7KoJ2Nps6jpQy5opF5QXMPPa+XKlZmZmW3btm3fvn1eXt7vv/8OG3NIaECN+IVA//79/SpPhb0jgPOVsUxmwXJ1NWbeqwf5lKgZJIBRVZ2oGRJyYOMS873SdcuCzRgSsNXNNlwqhMJmsrL7ZmU2vGI9bu3i7aWatM2ipg9ZGdFC2DRwWDKChzz44IMc9P/+97979+7lt5SIGAKXXHJJxPpqCB0psjLC+6nBciN/QAVRsz79xoiaIaEmQoiUFMnt2seV67lhQw7WHE3BOi1zHBsFns38t923RbGSJXqhsEWuzM5aNouaPmRlDvG2bduwQZnfInHjjTdSbC8REErHKAKKXdkq4zCZ2lrZlPBeMYobDZsQCBMCMCoX5ys7knW3LEOtrTnGkQ2j0sGV4aTNdODu26JYyXI3FzDki3ZlrkIP0wS9N2uUKyNsyI4dO8S2Nm7c2KVLFzGH0pFBYMWKFZHpqIH0AlmZvZAwLddZIj1pomakEQ9nf0TNkKCLyAHgu8WF+uE+4GtdqydDV1XZO+eBvdy3RbESlY6S4mhFWZmlzaKmDw02H/TDDz88ffp0qKwvuOACOHwdPXp0y5Ytb7zxBi9AiYghQOb80EKNdTHjymXgyh62SIa2R7E1oqaIRqyniZohoSBkZatVLi6I4/xVbFaRlV3DbbKnVarHNZySWS1w1hqH9CxWR7oaR1bIUiNXt06RK7Pgu2ZR0yhXvvXWWzt27Pjrr7/CyQvO2Oedd97MmTN79+6tmS3dRgCBwYMHR6CXhtOFYldWRWQ4fEXe24uoWZ9+aURNd2rCyqtu33F/4jEHfh54JStK5cpaV86pbAJSYoC4O2CjLYTChl/IaY0RuktpuUpv+xPrkgXNbuHK/dAyvxiHNouaruPig3JLzJ49+6677oLPl9sTyiAEYhsBvIHsJawoQdQC4dWM7WnR6AkB8xGA1JtabDv/DKOmUjbiOpsMrlxeJJVXK2xYZOpVFmVzruYYR1ZLCYVtkU9rHMe4sqdtUSgMroxjHzV7IGVBTybKzZEH0ShYv/zyC9upbGSICJEN/j18+PAhQ4a89NJLOTk5rBa2f40YMQKZUH2XlJTwppYuXTp69Ojbb78dLt/Z2dk8nxK6COBwa918ygwMAW5XriyTqt22WwTWpvFaRE3jWEV/SaKmhkaFVfLBXIHdaR57uIUCGVwZ3Lew0OV8RhRnIUR0uTI/NqpKPabCk1EZjaB6lZsHiejtxfYrm0VNo1z5pptuWrx4cWmpun3EA5QsG8z75ZdfrqysxOGPc+bMQea//vUvq9X6888/L1myBNwaYndRUdHUqVNZ+c2bN3/22WcI3vnVV1/Fx8dPnjwZx2B47aGhP0xISGjoEIR0/pwro9Ws/EjLykTNkBLT5MaImhoC5FbIueVSQZV/r5VqV1ZaKimwG4l5s2wHs64PNqJ9saCb5eraulII9cWrswT4d5XrARUwMzNZmf1lHNosahrVYOPQxpSUFByrjHOiEFSEzQ0GZoi5mgknJSUlJibOnz+feWgj+Nfdd9995MiRhQsX3n///ZdddhnKT5o0CWk02KNHD+RDqh40aBDyUfiee+7Zvn37Nddco2mWbjkCgI6nKRE8AtzbC01l5/n3+Qi+d6Jm8BhGTwtETQ0twJWRcyTXdn13O9fQFNC9VbiyylmL82W4brVv4bQusx3MmgOjeCNF5VL3tvb9VO4RsHkxJIowsDOcGcpHQBUGLdVS05b2ePhmUdMoVx41apRzBl5TYMbw1uabppjgi6Bgubm5/fr1Y1XxtFOnTvv37z/nnHPgzg22zfJx7gV8vJFPXNkrxvQwlAhAW8W1M3n5oWyZ2iIEGjgC+arLVWKBPLCb1NQwX+ayclmRVIpdTG2cKDL/avcg2KxEvhpKEyFEoP2Gm4iXq9A1vJciK6sLckulwpX5B8FLC+F7ZJQrwxhscBDQQuPYR154wYIF4LVdu3ZFTocOHXg+NkDD/AyVeF1dnXs+L0YJdwTS09O7devmnk85gSGAiJv8wM/Uq70AACAASURBVPPi4kjLykTNwKgWnbWImiJdwFyL1J3B2HCYWGjr3dGowRSxvXBgDC5oklOybH07OysyTy5dDTbK44AKMNeqOgmhwTyVYSMscg3vxYJ54ZFFHTDjymZR0zlbNlZPf8E7oayGSRg2YFyffvrpRx99NGHCBE/lWf6qVaugoH7kkUeYp5i4/QtptIkLJcX8pk2b1upuEffeU0N6CjtCQ5pu2OeqKK8crh840jHCF1EzwoCHtTuipghvnrA36XCeH95CiqzseCVPpLsslJm3lydZGQdUKE7akpSfJQ5EJ13iGt6rxtEd48psK4ZZ1DTKleG6BU4M8zCctmADX7duHeKeXH755TrTdWRhczOOnBo5ciS2VMEajWzGg9lzsF4w49NOO809n2U6mrH/Hyp+uHPj+vLLL+HLzXLh3f3ee+/xknjKOfrHH3+MlQ57BCM396Zbs2YNj9hy8ODBWGyKHalZjyfIqBaxCUKDjfe4OPdQ8v55bH0dyd8Vo2Y9+4lGmIKsu2h4nRk168FHJiQUfPWVlywOb+mFX848eOIUa9bnr70GsTbLco5s+QDl0zOVSvzbDn+uNfNnFudnsKZSD/1UkLWHpbOT1+7YsJKx7RP7D+J1ZvlV5fam2O2+ta9aLbVl6oqBf2TAlVlTVlVWTj64dtq0abC6ot/x48ezihH7G1dQUCB2BsXy+vXr3TdBYUcT3KThiY0zBKdMmQJ78Ntvv923b184Z4nVefqbb7757rvvcJoFzrRAZmFhIdjz3Llzzz//fFbm3nvvve++++64446hQ4e++uqr1113Hct/+umnEZxk3LhxvCmLxYIYJmC3EKN5JiUIgVAh8MM+y/9+ti/kmzSV5r1GJ6GFClpqp/4gAPHR7aRjH7Nbk2yFRRmBM3HOBIre3KNRr/aG5MDfE6zffG9lrbdqI33xQjO+ZfmrvZZai7R+qb7kfXHfuIeGNF5ywLp9lYuE7T7Qi/rGvf43J0M5VWh78SNFXs7ZIXW+SjrnvLh3x9qfQpiEAPnHH380aWLU4OveHcuBf7SREy8MYYQWKyoqWCQvRPU6fvw43LAfeOABbGLW7R7HSYElP/7444wlowyYPUzLcONi5ZnzF5g6RtmnT599+/axfOyngv828nWbpUyGANcHECAhQQAvOb8gK0fY0YOoycGvB4l6TM2NaVbYevy6oMGuKJdPHrdXK6kxWl/ctoRzn4qr7RWh2a6zYrexx3YqKqWKGqnAHiDD22ArVJmYl+AfAavaF/sImEVNo1wZ4TZZMJCzzjoLe58wGSileXgQPjckTp069cUXX9x5550333wzRGR2YbkBqXrevHk7d+5MTU2F2hlbpHr27InycMCGxRoq8YyMjBkzZsDza+DAgWKDlNYgAF2FJodu/UKAGY14Fc2JFCwEAX8a7gRRM9wIR7L9+kpNbDhOyJfTSvQlVF2EEby2pFoqK5aKcqVKdX9UqWGnjSqhJBhkosMmXa7yY91wm2wMiLIJJ+2CbI9smw9VE4+TfwRsqv8227VsFjWNiuTQIb/zzjvYZ4yDoN98800w1E2bNnXv3p1PkifWrl2L3VAwKuPimW+99Ra4b1lZGRqBQAwn7RdeeIE9he76iSeeQLwR8G9IydhVxfdD8+qUEBEAhuItpf1FAHw3vplzByR/IVk7JZVSK8XbIUIXUTNCQEekm/pKzb1ZCj8+mif3aGsUR+bqVVqklE9Pli64RDIuK1e7Hgl1Iku+6hylHWYz9hK0q7pa2UlVkqcU9n7BrxPeJFwxzr29ZKuEf0wtYBY1jXJlWIjhhAWGeu211/71r3/95JNP2rVrBybtPnMYnnG55yPH0yNYl3HpVqFMQiDkCCC6fbxgO7ao8fl4LyWV8pntnDyb51OCEGiYCJTWyEmFivR5qkSGtCquaL0AkqfKx2XqVsOck/J5F8eVVnsp7vJIw5VPOWL7sMBeXgJcg9cmnZKNGKHqqu1HWbCO6xwKNEjJ2JHBZGWXMUXwxihXhvwK5yw2sH+qVwQHSV0RAqFEQA1E4OS7Glm5zM/ogKEcGbVFCEQfAvuznYrrY/nygDOd746XwSKqF7hjRbFSBNucsk7JZ/eIg1XYSCyRWlfLcUERDpOQmjeRWGAvb6E0q6XUU77V1xgSfMNxQAWOsmBTcH4EsCmrNtLOJWwM/K9vuzICfcBOjMjVvA60zdgoZSQmNq9CiRAiIG4GC2GzDacpFoiAz9cieHshs8zVDYQXC1OCqBkmYE1ptv5Rs7JOBifmYB7LR9AdfuctgaheFWXO3TyZyUraoBK7xlWDXVUhZ1coKwMW2AunyHi60EVGmqHxYaFQJlivubcXpGTZYufKZlHTB1eGrRe7tZYtW4adWxwIRO9avXr1Y489JrJq/pQS4UbAk4Eg3P3Wm/bxoeFzwWvMTjjnOeWRlZWJmhz5epCof9QES2au18xjCyvadNeoWLpUK6uVwfNKVUGZFYArNeJtlTi8qXVr8UzsVxav6kopW+0UoTRxVXnmynjq2CAtNqCfLlDDc7JnbGmuLDjUmELsA2EWNX1wZYTswKam77///sILL+Qzw54obHxCHE2c8sQzKRExBDp37hyxvuplR8xnhE0NXxweRYjl4EjXSF5EzUiiHe6+6h812fESwC01QWZ+y0cdHtFewEwpUvhaqfqXF8MBUCWCeMrz3RMaL+uaCilHPQAKsnJNjY9Qmu6tecphQbPZUyYrQ0rGBbsys0ybRU0fXHnr1q0I6AHhWDOxNm3aQIaGG7Ymn24JgehHAGFy+aWE23RazZTsSg8fDlieClUHFl6XEoRAvUeAHS+BaYKnZqQq000rlmEe9n6lFisvVbkgK+MWTNqgBlsj7+I2q1iCPxb8NCvLvffsx9NCQehn3l7soCplc5TrN8GPRkNR1AdXxl4mdrCEe1/YFkWmZXdYIpDDo4RGoK962QWzTrGp4VXnR1OwnEoPSraiSnnzUV9fI//xImr6j1n01qhn1KyySMwJo7pKrqmUctIUBy4sZJOLvHEteGZllSmvlebUJuUAKGOBRJy+Vw5Sl1fIWB9Ag+3FAdtR1uj/xVDYTINtU9frXFY2i5o+uDJYMqKC6M4S+e3bt9d9RJlhRQBbxsPafr1vXJSVrbLMTjjnsxYjGPBMJHAg64Ekp0FafBRMmqgZDHrRVreeUTOv0s59i9W4zJBZczOVV+CEq2paQwW7oCxYbVmB2mopp1BTVucWC2WLRfuiVVZIKUWKgduLq5dOW16zSgXVF5P+ISXjgh5bMTBLklnU9MGV//KXv8B4XON2kg5CkX399dcUhEshXcQvI5FUIz6omOkQ71t1naINY5dyuLKrAFztQYNdUiGnuR5fE5I5EzVDAmOUNBIYNUuFs5WiZCJsGLkOdXGJg5tmqR7OGSUyxGhPV6q6R1l09eIls3NlRM30fokHRvGS1RUQ0JWXtlJQO/OngSXKhWOjmMsnOzsOHwRm1QqMmoENRqzlgyvjpKby8nKYlhGoC+GvEb8aB0YtXrwYOXDP5mGuxRYpTQhEMwLgx1hyc8MY0hoNtmZXBp9LaaUSPjDPTQLgBShBCASGwKF0X5wqsHaDrsWNyqUF9mVsSb6E0Na4SS7UHzN4arr6jpTrHVWOUF8+ldj8cGVx+PAAZxuZQmhXFkNhsw8CsytzWVkcQCTTPrgyHK1nzpyJJcPnn38O967/9//+HzZEwTEbUaxxyjLCe0VyrNQXQ4CfREmABIAADmCvq5PrFGWYcilM2vXzAidP9kjzlwk0m4+5StaaQv7fEjX9xyx6awRGzeMZ+j850+fJuDI8oitKnWNJT1HSiR648qlSG/RPuGBFdr+MOHwpsrLbSwZZGResv7WhCycghsJmsrLM7Mp1dm+vwKjpPmt/c3zH9mrduvXzzz8/YcKEkydPIuImbnGMI4Wq9hfoEJbHsWIhbC1iTeFla+JjERiJsdRaZWx/dJGVXY1YtYKHtjggtmPqYJJ811VidrDpGKVmsNOup/UDoCYWhacMnKYQecC4q1eJGm6TDyD3pNzz4ricckTaUqJvYn27dJ+lY9u4q7s3xgvO9kSB4ekagBHqq7BC8h5MW1+DXan07yWqFx+e8QSCZvOrTv0IMG8vJRS2ukwKgJq8wWASvrkyax3j40cjB9Mf1Q0egcGDBwffSORbgN/mBcZOVw3r2MCPqyqVELjscrcra3Zl8MFUqL7ZJ0NtWo5RanJYKCEiEAA1S6vlopJwycrgLtAGBbYa1rh68Wlif3/2Kblbj7gThfIF7aXVydZVm20t4+OSL5evOLPRSXUuyUf1Z4QlSFK27YqzvC3PdbkyPMBRt8Jh5+aDCSYhukslpioDZnZlzpUDoGYw4+F1vaHDC1GCEAgSAbxpeIeDbCQk1aHBrqlyysqKBttVXaaJYMA7ZVao8lIpW89gxotRghDwCwF4EZaFlNmIvddYfexiEgtr0tzVq9Ttzc1Qw2cezrUtPGzFgU5FORICahaWyhvTbDh8qbxMzkvXNOa8TVW9uJ33bimFK7u+kqwIdmeJinS3en5n4IAKpjNLzrVlZSjVHTujDJ1v4Xd/hisQVzYMVdQU3L17d9SMxehAiqplnCHD9EJG64SnnEODbV8iuO+MsnjQYFc59F2bQrprORapGR7K1IdWA6BmcaWivAnmylTjXum2UGOVEx2OWroFvGQyozIk1HI3CzHCZxbl4/wo5dCIU0nKq4RXO/W4/Z1KPuJt/Z3tS10Pnw9NuD02SBzgWOV5pl4m4ukRxoztjnj68yb7KgBSMi4mK+NpANT01Jdf+cSV/YIrKgrDDT4qxuHPIPCG4wUWw3f4UzuUZbE6rq6UcSQ7u/DRwT/x0hxWwR9VOSLmH0r29tHh5Q0mYpGaBqfWAIsFQE2cHArX3+IgNkdtPWX1FDMLv3N4RIuB370ThTlqsTKMK5cW6wuO6Sozrq2Rc0/am8xOleApXVIsF2Z766QoH6cXeysAxyumSdYUwpZlXVu1pphft7mlMmJtHnQsI7gGW1KDpQRATb9691SYuLInZKI3H9vVondwHkZWpB75wGPqeihlKBtKOei4Ar7AlV002G7qMgTb090cxX1DToXUYzYWqRkw+PW+YgDUZCeHnhTOZfILpbxKOb9COflYtxb0ybgSBRU0zo04lOvx/VmTYkWDqMJdvYrzdRuWCnMg4ssZqS6L2pRjcoqDw+lXk7AmljLVeJweC8AFWm82ENCZJ7anigHkIxT20p2WOkeIApk5fuLYKBmnVEgBUDOAMbhXIa7sjgnlhB6BAnU/A3vhg2wdp6JCHx5wI/DzgueIU1Z2syuj5WK9Y6NqHWe+YsGeLnzmAh4JVSQEgECZqr5OD5Qrw7iLRk552EZfo7KZxAI7Gwazgel380lbhl4sDjyFYP1bgjWrXOauXnme16AnT0iZKS5vIszJxXm+qbo3yeOyAJUrPWxNLMoLvQkMobDX73IOxq7BVvVnjr2TvqcT8hLElUMOadgbTE/37EoR9s59dODpp8xkZSzqg7+w/C8IQt1XW6ecOVPlePMVby+3KEW6sZZEj831hxwa8KDnE83UDHpyDa6BAKhZoQpqOQG5EGJxyZwos0rt5y1qEIdiCVdBpcQWstgHwaTq1UlWd3MSxGhokvBv2XHr4VyF3SJgiBcHq6wUmUuZmn693+5xWKB1i3k6Hsb7AY66TfnMPJIq5zvPKFZibeJiR1NAzR4ANX32aKQAcWUjKEVXmUWLFkXXgByjKaiSC/WkWFiUWehpWKqwHg/yqrbKjMcH1g77CJY5XLewjNDYldFsqZ6sLHqBYddyYL2714paaroPlXJ8IhAANSvVH1ue18jSnvpNyLeH7MDOgmwhqjMvz7gybo/n28DCN5+yy4V4JVedsGJJKl7MkIwcMKST6iohW/8MBLFSIOm0k/q2ataWJ64cSE++6hx11bczWRlGZVxWmxwANX11aOg5cWVDMEVVoWeeeSaqxsMHk1Row+ZLfssT4NYsHRKHL5yIXujgqbwL4wlmxmObj1ELHyDNzihklunFDxL3MWemy7qbN4wPg5f0RM3yapnFG+IlKRFCBBD30bgPlPF+PVHTSwuV6o+5SAie5aWw+AgL3CPCUcenSpyaWF6suk5mlheYlrenW8VzWXIrJLywvCQSnCuzTLTvRX0tVvQ3DdNyQpZL12IL1Q49lpgZprRmRc6kZCY54NyqAKgZknESVw4JjNSI4h+B8PGlDr8JEZFCVeEM/0xkBm9axiHHwewYrlA/guxTiPEosrKbNppxbnEK4MHibg1w6D2pbtXECkGnTxXIxz1/uYJuvqE3gBMUQuJ7GDyO7IyyMv/3/EA4LhaWpyz6tGY8WF9u/0PGnqWSSrBw7YpZUyXfdYNWWYkccu8qPrwNhz1yZU+HtvG64UvYj1WGqxfOrfI4wPD1b285vFwZ+soXX3zx559/5vPAiZUjRowYMmTIG2+8UVJSwvOXLl06evTo22+/feLEidnZXj3reZ2GmsCBXVE49YJquaRaP/Q8U2sf3S1j0xF2LQc5+KJyKSvbubXJU2ueJCHGjzlXhupPs15Gg4xziy2XuekAthwJzVvriZowNB6N1kMLRGSMpLGhFtbKqLoQgiocXNkTNb3MvVp9mwOIWsVfJWxGwm8YThvQRWkuZduVRUo9Km9fbcs6pbUfZbr6fMFdoyDXWSYnnO4rR094fH0YIJqJROjWMSgYmPGLDYCaIRlnGLmy1Wr98MMPd+3axQcK9rxkyZLXX3999uzZRUVFU6dOZY82b96Msy6eeuopnBoZHx8/efJkm/uXkrfS4BNTpkyJBgzgGyJyPqYN05eVq2QEzEK0egQcyAva4aukXMZpr7oGbA4Llrqetn9UqfyV/UX5Wtcg2KwFZnvmrSEBAV28RZqF6NNkBnDriZrYs5HiK95CAN2ZUqWoUt6f4/jgmTIC107xwT1ZIGcE5GDl2pL2zhM1teWEe3YaCnbr+WuwwAuIZvBTP75PPnlCSbsrsflhhXDLStgj799qE49kqKiV+EZnbIWCs8WRHfLxgwpjxr8wqa/Z1HNzpApBUy0u2qodmx0EkCKUxKzZhR3kdVY5AGqGZKDh4sqpqalPPvkkYqOAy/KBLly4EDvAcN7UueeeO2nSJDDslJQUPEX+8OHDBw0adNZZZ0G2zsnJ2b59O69FCQ0C77zzjibHlNvkQvnPVBv7HeMvbjGMMuFNY6PCo6IqqUJdlZ9KlLGniP/0Axt2aYWEEIBMK+6phdJaOcXDN5fpx/h6XFfvUOkmGZe4LSYK8yRdV21PQ/KU74maBWVStoFNJp6ajar8Kot8IMfmLsmZNcj0MltejpyUEexP0X38nqjpXpLnsM3xeCmyivxbuLCTDfNz5IoS6WSCDHbrvj+qzHW3ArYt7VwjZwux3DMcW6qwFaowT/GWgGf1sX22ogK5VlCP89GGKgFd8XqHEru4Wt6d5dSl6EYLCFW/XtpR1NcOrozQm4AiAGp6ad/4o3Bx5QMHDlx88cVz585t1aoVG01eXl5ubm6/fv3YbZcuXTp16rR//36I1EePHuX5ODvyggsuQL7xOVBJUxBIKVZ2WRxXt0LCn4tJyQjCp9kchQ0YWAgjfDQuWHCPHba5b8ng49+bbcNeSX6rmyivksuLpVxX5ZumZD5MblWSKMrzAtWq5Zv9RaYuq+DBNXktaAJ5miXwGf3zsPNTonka/G1JmVxUFHq2EfzAfLYgyj2scHYhdBLSvuwwwuVzVGKBtGK5IEcuyJewehPzTUlzL8I0P7csQ1bGjzAtQZkCdIsJ++Rst5eCW2r41FDy2G45I80+cW5ahgI8zxGhOuekdHhH2JHZnaCsQvC5WJdiLRT8K+HOacplFQyD2C0J25ZZV7i48h133AGNtCgo5+crQWI6dOjAp3rGGWcgs7S0tK6uzj2fF6NEFCIAfReOcsOFvRbgsicczpx4xzRMN191wOa7HhGW7+BJj7/3EwU27JVMd/u4iAhUVCrqtUTPwQ1QmHmTasxmrBHGj/nmY2xfFhsXy4j5umKx922XYvUA0lAJIFxJicN9PYAWzKqS46btT0635WYipJSLySNUw+MBYbw0KFpbFE5WpByoAI1Lrq8loJc2Q/WI77jL9DNgNWRlmIGxQmUX5ODkFO2PuVLgduKAE/fJp5KVwlll9pVfXrlcIPjzQIUb7itFXRnAtAFvcLjE8+501Vf8qZiw6vmWigX8SrOjKVgVcGV/DQp+9eW9cLi4snuvzHIunliJNPgxLhQW85s2bWqWmd192FGY895775k+qhSHtg2C0fpUG7yvMSQ4c+FcF41puVB17KxwKMpQ7M+9+ly5olbGkhlblVYct6Z6jsnHPjQnvXNl9WOky5XZO88PUeYJEdJqt0+S7l6pk6ecnxKxul9pT9QsV3nb0Ux9rNy7YLEV3fP9zQHTwr9grhNuJuSyCinlqIytJrtD7VWOof5pwBkeMTS4tQV6new8JZJMWbHkvoAIZuKo64maXprlsrJfgUSwERnqh9RjLqRKOiprPIerPXBljCfpoAz/L+iK4KeJ26OptghwYhEHnDaxK9W6K0P5hWOFwX91xrlyTYkkCrhi4wGkXbhyncKVA6BmAP26V4kcV27evDm6ZzyYjQOsF8z4tNNOc89nmeJwYZB+Sb2+/PJLOHKzR7BAi8DhOWfnH3/8MY/MMn/+fH76x5o1a1asWMGqHzx4MBabGjNmDMYf2ATx04cVB9WDxOqDGc6Vwax3Xi6C5hq7nrLlFd/MPJ5sDz3AYC+sUhbjSfvWZZ74ncG+e7s+7Gkl8pJPX7HU1eJ9mPWL9YOP9Cl4fO9aNJWfp3xQPFEQ3qRoKq3QvpYWsTqw8ceCrD11tUosJPwYdqxfyUZVnHsoef88li7K0/6uisvs6q1j22ZVlKinvuFDtv2nX1fZnRkD/l0xarr/RNk5Qms36mOFcWoouGBrGtPYuzfFJuUJK01T737w8c4EFwqy6sYneCBRC3tFhXRs+0971u9mzgfGm/L5Ov/42+rf/reC/aS9THDq6y+n5NccVINTTnv/45QjinsxHKDmzwvxl4FR0/gEq6tr2Y47/K5SU+xOz0YomHQy+9fZM7igvG/tq1ZLLSzBMOHzXzs4NPu1MwpmJysvDkuzX/uJA3JVlXzgRPa06e8hsgd7xJpiafHXnnroJ7w4nppi+VXlOUe2fMDS+OuzqW9XWA9uWXto80q8jOV1MqMgVm+4jDRVVyEl7wvZqNKO/lRavpcNPvfU2i9mTc/IyMBbNn78eJYZsb9xBQUFYmfQKq9fv96u1BAfBJq+7777Ro4cec899xQWFiIBS/P555/PGrv33nvxFLruoUOHvvrqq9dddx3Lf/rpp3v37j1u3Dh2a7FYbr31VryfkKEDHQXVsyOA3SDYEzLgzKBWY5CPv9lnwYukufZvs7WIjxt1S6OB3RrzR/89ZMH24m2/u5SeObFpxzZxvAxLrDhhRUQhsHA4m8CyNWFs42vPc7bDCz/x71pExm/cRJr+bNNubo2gGJjTvP12E+aD/Rq3bOrsCMGMnv68tiBLattR+uSJZs0aS99utqxcqZVHO3SWZj3ZjPeIxEdL63bsdJkCe/rgiMbD+usMUqwbWHrMVOUj2+eSuFdGG/rZgyIdWsYN79U4zjndQHpGzORjBfL/XeCcFFY/W9Ot3U+PO+f0Rk0M/HAmfVc3/SGXMT8ztzbnlNSshXT14EZj+jduJVAkkCEKdZYlWk8VywPOauT9J701zbovR27SWBpxceONadZl/7Mxk0rvAXEv39G0UXCICcPxO4mjoh6bZtfMdD1L+nC8y6/OS3OInTl3uTXNVVZG+enPNenezk4kvAgT59ThZfFy4UX465DGl3VtNPmTusDCZ3pp3MijFvFSnyvj4tvEDb+wcbfWCiWenVtrMKZYwWHptHZS/JlG+vFdpixDKtxtf8dP7x035a3GV5+vvAWQJCE9/vHHH02aNPHditcScXFxl1xyidciykMDL5nPNowVAL/v2rUrd+PKzMyE81ffvn0x0D59+uzbt481U1lZmZiYiHxjrQZeSqPqCbyhmKp5NM/GBItgRn2yxObOkhFCCLa6MtdAIjA/I9ABNyrzTjce0Tr+gBzMHTTthAyWjGvjEbuDN6+FBIoxBRckjGOq7kt8ytJioBLuYsoeYT3BzHiojoOWkamrwVaNKi4Ne7LPnfLTQ8elUc838P9kHrB5xmyN0GdC647JwtXZc6uGnkCpm1nqspd3Z6b1eL78R5INjN/dy1fTKKy8hfnamMxMj1pbJcHJSKQO6mIRhn+BXfglJ+fZDu20aWJUubeWmiWnJCij+iPJCpLxH2RxoT1AtHsVnznJnk9e8lmXFygRbPDlqqMGf+Q9AZUv29egKZYrHB6FX4X7L1lTHtboXYdsuxKtprBkDAYnQe1ZL8OTnLtQ+Bwzn4IV28lcI5/wRwEkZMFupdiVg32TAhiCvUrkuDI6hMQ8b968nTt3Yt8UNM/YItWzZ0/k33333Ygism7dOmgMZsyYAc+vgQMHBj4nAzXxIQi5SclAt6EpwrXu/jYHnpRUiHhAgX4FHf0hLhKSsIeBefArL0tJVhS7HLiUWar8tJkDNi+JxAG3ONKZ5UpEX3ivpDoi02ZmylnCN4tVxxk4Frt+VLGEiW3ytLglWnM2Dg5UZ1wZf5mPZZ3efmVu6uNteoo3lBM0V9alZp7D36202Hm8FR+Me6IE/OmYEkpiR4YttcQGeXfTSeu2dIE87nU85MATGFHY4AzPnsMKe0Q9qAC3IJAXez8rjxDl2KhTJfjQKQspB8kyknDsoMvPD+3j9MDAvoAHc2xHdsnQfBxP8XGMWFGpfOq4jN0+cHrIE2TH0iI5J1CHr182W2HZ1Vy61NSUEW+LBabCJmQOsgAAIABJREFUbBbiUy9peI/rHjac54zMpOwvMMJrEw/I63bov0peBhDCR/jd5maANPYfhqcDzt17tCIqrWfDuXt57zmiXRlRRGBH85ea3ts3/jSiXBncF4G9sAkM2unWrVsjnAgbKHTXTzzxxJw5c8aOHYuAX9OnT2/c2KlAMz4Z4yWrrdqgr8brml6yf//+gY0BntJgRYjAFbB0gn4hYcIAjASsyPAu4SPJVTdB4gXLFAL7IagTCoiuXqz8KWHHJMvBZhUkshzGLaRxsOshN8kPhOMsM81u3mUNOP/iQ48bRBnE6w0XU+cDSMYInKmuiCErY42CS1dWdv8ucJ9tsTWkCz3sitYU83KrS00eUhQRg7PUlY2XFvAIK62cUypjlqXfE21rU2w482d/tg9e5d4muGNimpyWKKcWKas3/E7A3ZUlbIYSBwYXxGj3WmLOqXwlAlC+wOpg6eQLKZyhmSb8PFARBMJK8bfjFqhV/LpAvuUbbezcQOwOgve+l+psuzmiy0GjUyjEZsEiEqcteano5VF2vrTeTeWjS00vjYi+/VgpirdeauFRaZWke4ZSoTCdGqt9Deq9Kaytczy8St4rhvApVnIljqUbM7QbadxaLUFcDtUlnh0HDg2u7C81QzWSYBXlPsfx448/imXgDYFLzGFpWJdxueeHKQfuvsGcOxSmURls1ohlQrepY/nKlwtfXmxeim8WoDEt2xE9sSBbEVM6dpXatY+rRrhNZeObcmEbKFRnp6nLKsYUucKQFcDfynIpLd/WvYN9UYjvPqzd+FssnKoGheeRDNu1ZzcSh1pZq0QQZBccvlDF3YwKVy+4giPKYPZJuc9VcaB1K8dksShhHBdfQBy0jIu5lthbdPyPydOOO+X/niLml/p/qIDYLNK61MwR9JBHM+Tu7TSVtLfggoArPVE+o5N0RgcnZXdl2m4VbPNYlIAFNWukAxprEdvYGFl7XKiIyzDbZ5dJGaky3IKgbIYN8vxL4mCtFE31mqGwc4KhR+1+hv1JJdQSwk7QE3Bct8csUAqw7em55dLPRyyXdWp0YcdGTY0tyH/dZUlVt+qiEXzTNx+2XXmWx5plqnIYEB3bKzNGzgaH3w+22A3uye7sf/GCQHNzThsfEktFhbzlkO3WS1061aWmS+uuNxrffigqLjnHST7Xsi532R72shcJ6yEYNSwC8i71o+wGcj871ByLfve3z9NgoXOGuCxJhhDz1AjPd5GVYeqySZdc6tsGzKuHMBF2rhzCsYawKbCl4BW5IRxPBJqCLzT2BeLCJxLhKkVW51fvGarohvV1kcpBEcZvwE1xucJaG1pBKKM6toyDAg1RvfDh013Ubzpi636D/cNXXCOX10jFhdqlPeJnIXCm6DtWKNjeIHgdy7RdfJbL1xOMBya3fFVLidj6e9fLG9vbhvSzfzohYDFZGfFM1MB+cbpcGU+xUoZzEL887dbA7g6oMZsZe41gOdPolPE5addC55uSL3DlZGyO6isMhY9JSKQ7zM8IEDHgJuVBaZE9UFHxmXLb5koXQGbxMQuCqzRuJLVtLo24qAkSmiu7VC7KU0h2Kklq2VJGlJjaWmV9w4qBnyFmavql8gXtdcbMyuSgX+hRBD0qQoeyR/YCuc5FGzrCIo/l798nL0u0wPenU6e4bp2lTqfHdWob179HozYtdfqCOL5yg4twfPigXDBIbq9XGO1XOoLAFApbclm/6VnKbiLRiw2L1yO5trP7NHJf8LEq7C+M5SmpitWgkRuMYjHvaYTEEQucyLJdco7v5oBbjqvKgTdSKrwgotGaF4jOBGaUla8ssnXPcPM0Zki3caFbdrjIyhYX85ynAYQp3/cvIEwdm9ssAsCKx62YOxh/e+c7u/yqeJQJyhYpHUa4INQ+zFJbBI8elcNAxQo9NlNfs/Eg3jXMnEhnlSvfTQQCxJfL/Tqc4vwe4ZhYFBCDGLDyRXkys2Hz6oWuGunVezVszn4mFddSousEIWgJQu/izWcXO2LZXVnNnmqCeYnSHh8MS3jy+klymGZZMUTSfvaTuhmLLQsOWRceVv7NXmd5/es6XWqK08w0EHcz02Heho8YzgjaskI+tE0+ukvhqbvVHc9wdFqVZAVLxgUhb9MW2wHX4bFBHnBsWs1OlRH4EAf/JWMLrOAFk58hnfR6EnC+qtIXx6/hyqUFMj8xEME92NmCmSdlCPoYA3x/0pLlzVvlxSttc36yvvZNnei7wAaJv+sOWzUKGOwRWuVwvOfFWAIUr/L8gy8plHdlOn9F4Apbk21bt9u8+53gd4XI1fi3M8lZF93pUlMzHvGWn/PNMjcesJ+XLJZxT0MX5UlJUy4YqovcwsS6NxU9OSXFyrYubO3gyjDvY1NCiODAN+HH6b28z6ewJfNLtso4X9lfavLqQSYaKFeGFg5RF/A3SPhMqS5GXDE+ALZVFNwUrI4pi4zUVf2UnQUha+api/F8wTiXlewMMISi+LAyZyVmgywTxCZnQ7BQZti59eFcGyygeFSYoyVHaYFU6moF1zDLw+qnXGwWX3x8x0UtZaEwAPGIRpb2yJVdhRiRM4ndIZ0sQCE+mvWLZeU++ycbH/H3/muBYA25EycEQOF/4oh8cKtyzIYuNUvKnC0VFuID4bzVTRWoEip7xD9qwAEi7wnVvw/mYXhogz+lp8o718o5adIv6xWDseaC25S9EauyesNZftmpLkXQ+J7j3kZTrKr0ix0SMCqLHBq34KbpjhA0zMABn+3je92GonabkyV9/JvOd3fldp0xrNlkK3d4DImDhi8CdNeeLsQSwc+P82AIygnHlFn/ecyF3Wqqw2TA0Ft/wGUkutTU1BVvNRHXcUzTLsFHD+oNvB1ieZaGLkrXARtPseTi5UuFNM+M2gQ+FMU1queHwB29jLZOXX+IrNRLYSOPxKaYt5e/1DTSi5EyDZQrQ1bGVRTO8OtG0A+szODBg/2tqEYcVCoV5ErlRVKB4dd180mryBIyypUtUfgeuWsCxSGdUJ25HK5e4hNnGnIGTj5XvYWV7w6iGbj7lELyKy+XsYLm1UoEBR0ySwoljagKo7IixwufMgSU5tXLBEmiXP1Se+LKpUJJtOaFKzNLKu+CJ8rKpO9/te5PU4by4yZLmoPhYcWA3dtMNIQIfvV1N/MqPIFgWPyqKJNY+Aueo0nAUlAmzFF8mpkso4vlidajqg3+yB7bif12WQQ+2/tcT4rEIjUny4kV/KWPK+Zk7YWJ8IOGtM8QpEkdibiqKBZWGKz8EUcQZqiva6pl7yGXd+2Wl+1x+U4n5dkyBK9APgbw+y9WuZRkj+AQ7sUVGXaQ8lIZoZihx8YadHuaLStVmfWGrTZ4JPDGNYlM9SwWZB5Pcinj77upibiOX9rve2xMWlD2cSVb4VSPgWkucOVKDw4NYjAv8VekaSEKbytKlM1RxoNgI4SIckHp7XATC3JSNuE7A1MTFrX+UjPIAfDqDZUrq+vv2HX44vQzmOBh64tyFI510oN4p2kNzsz4mqeVOL8KbPtvWamP82TQPpRs7rE2Ne0v22Ndl2Jv3F19zQoX5Utq3DB7VVHYZVm/73HKNPiQwXuoQNj6gjLiybWiGa9ClYZhP9a9SgVZGS5mTDDSLZnjsOmKT/FKQzKGZPnxfMvGo9YVa50YisWQ1j2TgNtBUQBy3pYk+5daU5fdwioP/YTuhQEg3DEM7biwYTcv3VkKP4OfVruIyyfyXHQecBQqK3SW5ynsSk/M058O8MescbEVD6vibt1McXjggyunp9gt/bx998SPv9mOCnvTf97sMmyx/K5dMlwNxBykcY4kyOHlOrRDxgldOzOssKQcP243zcBt4n9u9hHeSJZDjY81kzg2XsBgwv30iMw0eZu6WsKCOB12fauU5hZ9FtsoPFEcmwWUhbN6ib92g+MxsVg5ZOVq2f0gc09D4juV6zwrQjzV1c0XnT5wfpT7Yki3VjgyGyhXZqtRRMcNHlO2wSb4doy3wKOHGq/CfGoqIJqoImBurv5ZSZoGmUnymMNmiadMKZ2vbk3WFBZvc3LlrDLl4whFNz7inq69u5VjkdhTuP7qFoO+XTwdkp8XywsfPO6sCNcwGOo0mnDwCXAgdlUI2pEKr7KyyFfETaW8X54o0Nscla26lKMM7O6fzce5aLy4NrF2gz1mp/hAE7QkJcn+pRbL8DQkDPi1ebog8mJTU1a6jMP+NGVOJss7U5wj23HMAZOmnOstFiibHGrbyhp5xwlnCxgJC34i6lHdJbbcXMXBCiJ+QYVybqBr8zp3WFtM+8rymxpOrrRaPnLUYxUQevavFk5u1pbP+NJAD1oE6LG3ptkykp2N/7HRpusMiGbzBHe81Q47BfL9fTfdTy3EXoaD6TYE9z6iqjeg3k9wW/Zh+5mnZWJdNeLJ2Kcg/oZ1YI2yLLhhQgMhvqHeB8i5Mk94L+/zqQtXVmVlf6npswuDBRosV1bwCcbpieGLuHeLjlg8vSEGaeBvsYSEBH+rZKsqay5ElhT43skKn+2UIogycmqh/agf7ChlB6554qB8VDCXwn0XH/1D212UybwAS8Bf7OAWGZI3mBbfWKUpAy8eRwhq5YmGXSEHPsMZqjoRw8NGIL7y4O2g8SKHxl5858FRUMYqqK14FSREOUPcbSKWYelSwW7Nn2LfF097Txw+rEPNGmH1gOrwvTqaIzMiurembItyLS+WAUs7ttd2fI+T2YhP5y23cvVDggEGyeoeO64oDyAvPv953cJ1zpmecvAPUY/KVj9ipxDBcVhTdrkN29O9mAbEKtDD//iL7aMVdQu2W9nKUnwqpnMypcU7XPTYuXrLJrEK0rDIIKhccrIsbiXChqt3f65DUExNYaW8YDLYtkN+YlbtlJ/qftpm8ffdrNEzhGP3cIK6FMaee7wgCZlaTUmGI66L+8BAF5z+xPK9+Li5V4yGnPQcmb2VRgaDzcrsCgdXlmDOgKOo/19aIyP3WaYhcmVFz6ZqsJmrsE+MdAuAZhtPWhGG8PAxGXHVdcuEKRMHdfjVMqR5pkzmQmRpIXJ8jBnH+9TWyMmHlaNYj6tfW7YnCj7V+Fp5v2DG+/l3a/JBH12gEfCMA1uULjTyDW8fn2DRN01jh2PFVqhK7O3pVsxUVxN+0iHuVwnaEaY89CTFVgjGKo2LGR8bS0AWd5eoMhw9agq73/a84l5NZhWCprl6OIF1ZZ+SN6Xpa2757DTt8FtsK/e0cMQWssfeq3v7pzqoYbMdx+vyip4SJQXS0l2Wl2bXYfmVk+3UD/P4o9Cj8h7hMaBpB7Q+AKm0VE53Ncpqimlu0eCurfLGTc5FgKYAv12306VMkQcTLC/PEggqd/KYdqiHD8lPfVA3Z5VFI9QypzZWEdMpzJUSDstLl9uuukVLTU0vmltNs+xprnoWWXa6jDDXmDUOTmZMmtfNdcQG4Dligq9CdF8WsWS0pRGYRVw3ex+ezfG7ChlXFn41TIPt75fW+4CNP22IXJl7DyG+Acw2/l54TxB3d+ERCyIRInxr0gE5yfPS1d/Gw1Ge+ZeK8ii+8sluYbPErmHggc/2ySQJ4ixCFR7JUTRmzIkXcRjEkv+fveuAk6LI+j2bFxZYkizBgKhEBTGBBE+CJM+AgoIB9U5cTwkqKngGjCiK8okBERHkhJOgHOqKBJUcBGTJeQkLbGbZHCZ8/56aqanpCTuhZ3pm9vVPl+rqCq/+r6dfvVevXrlK4zQCDy+IcPfyWzx31vETj17SDxoRXRlfLmge/OR2sfdMa+AnMXAmO2jZlVQW5+yi55fYLE+fcFhnRZAH/tR9wlFmnHNYR0QLmUcRq9J5mNgsj2cATinBxGjfPtMbM/Wimui0pJj53+VGGOdxQYvdc9ryPTtn9YGCHZX/spxqbAdOGnHovRvDu9iXmHZjFeDFFNYL96YOXgsJp4o7BvjHeuMXK+0mSo5meVTHb2TxOu8+KE73wcNtDfNURAJgtMGMtHKHbUKGXs671f5zrLMQeNKJowv9NEIduJ8Bi0PgZziqFt5LkMqyE5l4K3Yc+HRtlMrMAZth6+3SMr7+3x/Qrz5uhMMFXvqD5l/ObqvLUuD5JffAT6j0sDuYClESnsn4PfPriDMvVvYUa35wScVWV2x5Qg6k5p59JkR9wnHFp47ZYnjxpgKdEKUOj6gsdgqFb2aafucG4+YVdv5KvAwLbYFbUXtwL5XFkqI1m7cpJo46LIrnW8+iF4s5TZ89JbhgmUs4XQeFCMQivWPQZvA0z+O+nBLgf+ZW616pPOtcRKbKbEdFwinLTmaa9lsDnvtPgKIFvLH5goVZDKyhKOn57Tn7XeOlLkxNf27JxOK65806nQeg+pFddr/WvTtNx61rIlAqHAPLiz0WmNe8gbyrMLFi4ZBKYzpS4NpDQkEq38hkDu+leOjLLfRjfgE9zNe9/dLy6n4maqVUFgzONRpyRXwhrnDmTJ5ZRQDbDuy0rEIdt/qUioUDl16yZIlXjWeZHXT5ojKre8aFxxbG9VuGAVHAsNWV65Gnj5o2nTBg1SdjnxdfHK+IdFO4wCp1sPTgVLdA3f3pJmxudnXlWnUL0WCINAYrBvQRq4tatSLUg1iMpR03RxXaB7RyrMJz9m/7nqdZQvQkEh8hrhbfVsvz8Y12tXWVlwl0gu9yFvV+NreQjy0S1gI4JTjLxJUnAS/jTwKb7nh1Rw9B/sjzBHaNi4WZnUDMYemM9O8XbfRCXfbwfCQI7xlL9NnmqQbCH1W4cLlnNBSavSgQUNYr44fjWIKfg+Uq/lN13zskKHfOMqoR3gufAujHtsuE47ZM3n5pbdX9S9VKqSxwkcfdzMg1zvnNzknEEVgck8c2mcha8i5LZHwUy8qxm9g6VlQ3Z/z48WKDm04bYE6HoxP8s8R8lsbbhjOV8ePPF7ai4lFBruwH63jh2D44ecFqh62u/CmWOddtM+F8Hp4TzERJsYk5usMo6tuHhq8CilIZq+bYn8pnHooRiSXZHipFAfFW1OZZvrgdSyzpmL6i6xjF7izs0nF6YdpxzJ6JKIaY/mwzktMqwcnMzjaxIYjbpnPN8xIojiwGnIISV24EimI+3x4XgCpz9rvwtmWop/xVQQK77Z1e7bqN2bLDyBmKYWLBfuF6/ZsLq8U3itXFU+ZAUOoQB9SxcXixvTyr+uf9hn2ZLh2wWS22WVw+XU340Dk2GJo55xzMTk7ptGxWNj9TJbwX17x5d2Cx4kvLHwU64VkA30BTEdz2EQSbd8gCieDnMX2RHtG+HrxFinMRchghBf46Z4R4O3XUdOaonXcSfEohEV3F4GV9oQt/4uXiMBmnAYER+mePOSRWXolx/k9G0D5iYHTXVtE8xDFCXiNQ86F0o2JBDpN9+Am3uchuWobARn+ZP2fHDirj3p31xjGHw6tKAkdZIApKo0Qd4mViEdSHq9jqlQpJzKvjtCgo3+CL00u0/jluKlVUUWyOQpueS0pMm86ctx3UgZZx7KCifX57+rTsDy8eDoFppautq7xWoBMQLX+dMNzQJlqcizA7qnjcb6DJENvPtIaJBryu9FqxfI1p8BRnOV+ZIv9e+DmbTmvhdU37S39715hf0w0//GZA7DB27b5RhkisUmJe94WAKT4u1U0RnzhPYz/ComWGlJqOr2BBN+HQ6so87rz10MiFI6onFwvsxUpCaQaX3Qctr7FNhX8lyldYfbxrrKt6AbuPsuqth2aDjuvK8/7Q52TJJrU/T9lZn7CKzNf8N2fKQXb2/WmE95PiU47bdBdn/QKBs+dNL8yuXr7DJ3liRXDmL3oexKrKasY9VYRjdGWpgjXgXZuMOaelc6el//va8Pb/qg9a/Y8Q1PDcaRPCFztem+z3p2YUGteaR3E6w5SV4VIwOLYT6Bz4BOE0WfSSbxWu3vZYZl2sEg2GsAdAV3aqyaF9QMp7EdeYeaaYKLb617BMhLzmepVYzGnaoK/irsusgCJ+mVirIAcbimyE4VEeDAnOTMRirSCktx02wj9OnPkBBJk81zOMgFKVa13OgCFXpMqfTg9ZI5mcKXAxlZP3FMj66c/rjGM/rfrme5tIRuZea0QzTgPCmyBdnidVCbuf+VOnCYSUcdx3rijJNovz3YCKpyF+6yGz9NZftDwc/Ir9tgo4KtzQlfmXNsig1UapDNdrfuGoosNZxjXW82d+322Lb5dZZPp+v+HbPfptZwxwusYpsLnn7I6B440gsd8cWFHMQRrS+ps/9C/MqD590rRmmxEywOfrRKbp618tM4bJkyejHWjnq4/KXwdsVdq51raqCm0SC94fzNPP26DHNAKbHc3H8Dnp+Y+txs2nEYNdfoTBrj4mt8a8yp2U1i4LUgeyB/2LLjxekYMfGNu8BEnML2gSGLxLqSy8JMwvjFd0TCg2R2U4i13sWIvl7Fn3puhkjkzxgAFFLRixT1s9qtijGrdFKVoI0O2REyZFkLIisx1e3NcboK6dNlto9STAbmPf7CuOzWZYjavZVvXXsQy4iUwc2IXQtorrhMPGswtmD5XKAgknEla5WLZQNOLJLVPyGPJ6OMOr17InvQenjN5+BUE0aPtGgFOpzL60vjXoT63aaMGGDRAWj71/GmPjpfgE3V8b9FyzgVp5ON/YoWkUTKarj8tSEIYgs1FX1n6O7nUpV084U0bhcvLLGsu0Oi8LZ9EYetqbsDzkHFakCgtkJ2qsUeHgwnfeeQcrrL8eNeC0YBwkvGujJWKX2Bq2FK/41bjtryp4wLoSPAilu3KHEbEprrko6vcTRohnBPQ48KfLMYrtBzl9Ksd0fSvpvFsnF/cknS4wXtY0Sox6DZsVwku5AgdxMDCpYosOTkM9iN3hdTqRZzFvIv+MNZiGWMZVukufNxVO12K4TUUtdLT7uPEW65HJmHWdtIoKRckg38INPsN+fyALOe4Py/wZAszI7ITNLKt4VrSGfTWweUbFKrLd3Z6z7hJ25Y6HyuCmqybgfaJ4hGUp5FSbFeXSs1JcW8VzH28RggbvCUO+9JxUkSs1u9HHpkK2mmKPMgzaCY38ItaZVDZNfecdvxr1tXLk6MpcstYIBXTlC4UmhFbAyTDYp4+QCPzCyQE7zJbqlUcNWGYWLdVYTnYTVCjfHB6Pt8MSGw/YWbrSNtsUcUVJdnu6yASbOVNexQK7ED7C3NLcFfJEAT85uEkX4XyVSlP6JndUIbgBosu6uU7geJwiCRu9YKjHQUY4xchzGN00q/ojnL2KNi/YG2+96gVu0pBhfI8j6kJXxkK1q0awGPnjdsuig6OfjmOtvYKxxPPNyqwdxTYqMTCWY0cZJ22BjjGDdHWin2PFgObgtdmyz+5tLzNbsP1hmZ8EHzEfVamY8fA2zx+UCo/yO48S3A27wCezPBaYFS8S2wfPjLEVDjLbI5qcFYJtCdNNdmBUebZUkW1S6/wGZ71pk2e034rt/5Zlx3VlN+eMBXrMkSOVP/+1+r8bal67xacZ4hah551eEMMnTptwODy2PyFgxZZVxr3bjYUFJqSxnOy0CsvER/yENVQFL3Yww64KolemWzdsQLIqAkJBO19xxACb+eeb9V/Ze4OnW9s5dcL0V4bxryzjyUL56NzdW/z19MGSLcwDIBhK5J4tduuCfBShkMgzn1RYYzQPN6QixC7iAyvmHK68nVk7P621ONNa1/HdNI/zDW28ZtS6K23/TDzVCm+g+6W1/GwTzsVCA3iFEPe73Cz87NvT5u64vT8gi42qyq4k38ZzxHxMRb51867YCBSjstOmkhPebZ3AUYNsms5OwRIdjsTGXaXBr92n7dxWsA8eFma2w6e6SGaoWldOkbHYbOOthqnAJBUeUathr9spz5cq3SoGrlqscmsYU8wzFKqzqzbd5GMRQXE53WevKBOg28iRynsPm/73q3Hu7zUIZsu5FFYXTUdYsXiM+JT4fOOAOXwf4Se1a71p+29KDy/HijuO2OkKaEE8Fw/lsaiJA46gECN04qvfVb8y3+5FwNYmaMkI47x9rXH9FqOoph8/Y/u9frFMP+bp97auMeJke/hk+n+dPCTLqv07jDXG0fS/L59bYMGMil2EbvCkWYQhxFHNiostVysy+S02wyzZLL9Onviynjple0P4RizelJvE/k3TSoSVP4QXFVnvWBFT+L3mM4VwUGb2BZeODo4VA53Dlm+xillyVu6KhfJ2DIKtOhl836qiZax6IKfAbF8pPCxdOG57XnBQloX4EBeftGXWmMJiB9YpUIwF9srZbHJcsgU33bSzzz50D6K6lluDk4CeSjV+zqx3WAiKsR8SqzBmR4rSUyYxRIYbClV5hOkFZhsAPHO1KWejKXuTPPnw9srZYio65bKSwuDMY2K7rFDTA0WDKA6pPHXq1JrqBeR5uEpldiABhwSHqDBD9K+/ITaeO8Fcig0DMO8IVmveCEsUZMsz4sN7jKLM88Rh5JBZ6eSt7TxhcPyanzxm+vGAYdEKw9F9ppPHTT9stZCK/S2H80zYQwy/Lajd8E7aKhzFkyOsHeJE4aaXPKjiZhh85XeuM7o/L5kPSqsE5BZ85UrN3jG+0QArseMh8Pk1mSJXrjdiedKTfZ+YwO3IsGhC4rbdGqltfc2D5cK4dmXYze2cVt9pjqW1+5wRO8jdK9ZOqwciE0sDebul07+azv1uKvhLlgEgDMsicEX0szt84rGdt+CAVJbjxAng/GG5U6faWJb5N84275Zlmgr3mSrMFhdZUbZKx6Kj3pF30BwvCAv/0ORgec5PV1YHN92MN0OYXqMYdGW4evELS8tqXVj5xnyozNogNuMWZfjVNriQs1Nyr78iIA/KnEoznfrJdGalqXCvyWB+sTH7ydrg0q3SKVlgKOoW7jY5NUiAGMX2Yv/DezlasDGTGDVqlFPyAp0Zlt5e0O3e/Kb6/Sdi6yXqGEAr023fMgStbdvS8LeOdlsDOY4OMb4VAAAgAElEQVTYdlzoNm4w2IPdvdmup2m8KUXijBC4AI+2HrKRxEtiNrBzvU0r/WGl8eZ2pmYNdDjbHJFvEWaPl/wj3dj9KnkIcFcRv9rISUxqxoupkkCguxC/EMyoBCe9ez/j5uOCldgxFGKhNS7jhQyp/qWSzmGOCuTn/a48GZC3qUhs2GdkG1L5RixFAae34CbmfNhH1Kiu/DL/utXJa6OoePyECesdv2+1xbFRFFD3Fl9b7N5xtaEWGiTWaEthDbZaZ5EoPi3jCVME21RWUSDF1pWi4z2iC1KzolCWeTBLVl2QqgosLRebzbDRiVJCiq7eJVJMopQDa5ZZquVsMjW/VReTYNd+gdlZHeE28WVna7e5W0wt+upgzuWk4tMPbTWxqV1FzDCKTkhJraTYOnb5uMmQo8dH461gSjZ6V1R3/9vMtjfRAZwqwRmtUn5q+aApO3a4x7wne4tUzaaVOqneFboGl9v27OYXyaercUUctYuPmRq0cdI4JByswbIua/v2yJ1Fx8ks41f+bqk801SRJTXrqYuvz7NtCbiVFewyOWqcrARwzt5sSumhg7M0qKo8LxlgE6qQouKli27UoS/FdeGYnIExwiDRoo9OsRdZNgDYU2usaXMghlmGJfZ82SkssYnSyw8eBniBFTRgeb5ZM5W/tIouXN2GilSurq7+7LPPVq9eDdNt3759n3rqqfh4lz9ibM+HZrxks+HRPhb6d9tvvf1mueG6y6O4zBYHD125wGo1EvPFtA8iGdXP50k7jqNfy2zgqAObWReioRg27WlL9M+PiFm1wYjjB0QajpgDlcAH+E9BaRYL1Ko05mGZ5+XVfZ9HjQAXjjuOWIRkfEou7McHRdfwKifNr91cs5hk1Q4fl8nDwYjMRgJhFuXxz+tUriyVcTYiNtE5IcKcBVlSVSqLChxeuXCDwZWjA/QM/AeRhvLJV7iThfgW5+2UdDFSclspvoHcB76YhYdNdZrLn3h+ZW81VeVLZRfrmnRWTlwgwM7+bnL8JmLJtv6lOkwoYQbEBzFvuwloNL1Bp5B/vAuUKcmUSk/LYsb93lP49ZRmmEozJAlTKCtnwEFoYy1u1UUJU3H4OcLohc27XE1EMcgGvf2CZeFBU2JTm7iCUTp7o0xD0UEJM4C6l+qSr7RJO0TDRtwumAHKrducoC637KsUG3xcigR2TMHhK94qhBDVlU0XWLHqElkOOU4NFY3gFjMhjLdaWK+9sM9Uekpqer0urp5cvLBE/rFUC5voYOM9/Yvy1QLs8gRFmW3pMLGVrsk18jsMGVlqfi2hoWavN13UQ5eQbCkDIzkmKEBDgarlsfAPZjCnf3YwpJfK70+zHrq4JFtRUFVh1XBkg8RuqfE1NhbgKWcor4O3i11gMTAU5394pS8ctc3tSszyHrOBhGa6epdK6Dd7m1TlbNOEviZJz3tXPeHxZ0P1nu0b/PLLL3HE9AcffIDs995779NPP3322Wfti9juVm6Rp+WbdhhH/U3euwI9Izfb9hQpTGanL9O/MsLJvofyatN59dwd7XqVpPm/Gq57Uv4w4LeX68KhTFHl9AnTyzOr8XNVXBgC4iVBxh9w+EwfT59/eeeHFOUj/vZENo6Ecj5KLGSWnZOadrX9dB3LyfqN2W8Tv2r+O2cLhEx5Kj4qKxPiZ5014mjacmyc5eBYQ8ihHLP6Ap3g3FpTo866pJauisv5+Iic2C9zE6dadbksavFG52d1Q9srPCR/+5iShw/3ws1GbHdRfMFhoS2A0U/4WJdkyHKlUXvl/AAgYNmvCAcFyr8kKStLiqknWwWZLys+UlGxunoXy4+wBAuRjAvuUWcKpGbddVyDRCPZW5yIZBQGDRD5mGRA4Sg5I7FlP+g9SW10DdvaEYNi8kcfC592XhZyjzVcVpHMikEbO7fOlHSpLPhjk+Q3ARaIc7AzQWUU7MYiOKxiFfYW75USmkqJjSUAmLfNpvQDDUAEadfkeoscyi+Q1/JhyOVOv+gXhgFgBY0T/5054fy3CQ5CuccFhy8e4auo0GRniTVKMMhjQlB13mL7RXldtFTnEl1yG5t6BwmEkTpKQX2x/Mql9NJhgoVANDDL4e0SL8Wt+MhpGsrxmWz5/YGezQvghYFgZtNN5HrFNchLxwtTuqy1pqY32mZssOSz15IVxoSg/JxMRoM28qzx/F4nrxxghL5bdsYEpzlMMmLqSoktdNj2VpJh4pwSu0anWMUog0EU8zHb4MQi8rrVvHnzNDFih4RUrqioWL58+b///e+2beUte2PHjp0wYcLo0aOTkmwzKGxTGdpdlrLYs5t9ToYPzjh/7Df06RS9epftmDP5gfnCiTS/7ZWfWjMs/8oGYfvJsqKAP7eIVbv+gKFX+2isCrvaCMvbryySMLHF50MUyfjSwdKCWTO0nN/SjZDKp83TRpjUdLFSUnP5Q2z09ueFrz+MkLkSRAVUqNh6UoPWnIqwSeDEYuYVyebFXA0ty5Xyd8iOpudKpJSb5Z+i0wvf6Byz6gDxht+5LkbXuKOsSOFLAcUOVeQf9iGpUQdLbUiLKqthv7pYtn1hX6n8iWwhT7HZF9axozW7DQ2TZMUrd4f8wQVh1cW6hu1kfRFG4PIcO+UVlEMGlMXL386sAtnB8K89JmQWn7A0jE8eFszAbYUyCporc0xnf5dSeuqYWgBP18IDFnOupTL7B8pihvz1iWusS7pYqttcjimB9suzlJ82fNPFC9bIqBjs55WKBd9yA6Yav5sadtHVM081CvZL1a4dlCBrT5gPAL1wwPbZKzlmKjkuxTaQ6rbUQc+WdSwxSJNIgfdpDAFrmaAI2n9Kb1n9QgidohzLnMBNeyXHZapcXbL1db0JJmJMbuCGffa8kTOIVTmfbjqfbvm45xZWX9RUSmohP4Hwhh5ZiS15UIINElTPi7pKcPi6oY2lq5yTlgT/R0TbkgmXtMOm4qNSXEMd4rZDZuNlEIUWrysnYPLdYmrZT4fpZr7rEdlVcXuDdw+zVWURxNKyl/fKAl7eYzg5W02Y+rBVkmKzzUlsA6MuPiKD4EqCojDMXbwKXiqU57fuEq5L4f2EBddd3YA9CwmpfOTIEcQ269y5Mxtmp06dsGVh79693bp14wP/fqWxV0dT0/q6JcIJpj9vMkLubj/oHNr5PxoqqqQBnaOjBdGcYXX04C2rm/hutaFH2+g/rWfbOW0cX1WYTfBhxVcP3/cYfMflLznedRM+c+wnpy/THaonB/2HYRzTQPbOFURJcclSfm7G5VfbKRxOezE3KBWdtE0hebGqQl2TLhbNEo6OeIOTO+nqarOGwomqIZGdJyte+KlAUcCHqV4bXfJVsttq7lZZJOOCGgRrWKMuOkw7sMQoi9szUlkmvmKmi7rLi46ZObJMKjL/XPEhTmqlK28kq4xcX8HMOvlKWa7DvQgC1em3r+iwqeiwFF1HSmwur25i7Q2LppC40bES5vLph01XXSYBUi6uUB56PL7srLXSExKgxporplnn98iU5xzOqLxRPioH6zKFmebhOFMpHNHBp+fsb7L2CUUT7bu50DVetsocKR+vmfPfikNtmJ13mBTreSiEpgp2mMqzdXVSJIhYh2q2DDhYZebosNyoVFawJ7BQ4rG3bBXUS4GhsELDoH34jPH8ITXaRYCdIyZdlKzo7z5h4uZrS9MCDKVFGfnbTYVYkTUoZwNQPYsa60SHr8LTHtMG7zlnVlbH+vhp5O6UmjY3FWc6PgzhHKOU96fJdJ0OFosqV1M9AecgjASfmuPH1ZjaeE9rSEjlvLy82NjY+vUtXgQxMTFII1McDs5Rn7ZUP/G+mEPC5P3saTncFf6KJXkazszzfzAsWWm48Vrd3d1i4FSFR5lWv0ReTN0EIu2t2mM47lr2w8yVtdFqgMJpa9BfnW05hffB6Tjdsm3688eFaSB+nAVS6Rl5iSi2viyZYCB1/HRiRFDEofkhgABfexOHCWskjndsfK0ub6c8D8CVt9VU0kzX5FrZy4NdmOlDvYaPKLTzmDqyUYhZd6H2wUyE/Opi+asd20AX31g2r0ELl8PgYVEnUZZVqML+QgwwuYWvMzxoEpo4JxidoseiY/KaUOJFUnyybA+E2y06gnURw8yBrgwr5VoTM4dC2sE8C9ErDhCP4NFjGYAggeS1q5t1eXmm3G0WEQ6qkK53kU5UBWSRs1+uzVbRLO04+wdSUFb7jtlZwMqy5MlVnXhZYxMriWoouoBqBbluk1Vml5b89rplRwyw8YrDERtxmobKAhOr00fOM70pC0pcFYeAKa/pow/xcGK/qVDQYJyTFJhc9I5f2eHWUrl1hdL/fooOyYb9nfWN7A100yCMCk4vzMMyLrM9KfVskctWwbMUFmXP7tfBDO5Z8ZAphaWlHaa4hh5PHANMuCf7bgJEQkhIZSjKkMTiCOHqxa0HbKt/cmP9hQvS/DXV9RrYvW1L1urrJdvliO2wdPoBafeBqsta6W7tHA1DYXLjGso7tiBrGyVSRbFsBIbWFV9PSqjvUlvdvEcPk2VyY7tmIGPKIcxwrPcx2Z4ZLfg32pUTbsrPSj8vw9KIsnCVdDS6jh6G3AuQu1lSShcpOkYqOieVnDP7UppbwIdD7sW8lCU0aUtiJpi7zY4SmM3h1WlZMUIYLGERV9y/wZuAnRAXauE/u+uCBOnMLkh0SG5uzEc7ENX1Wpnda0vlLjA1rtdCqttYyj0gFZ4wS1kIxTPyDECshWEmXA8jLXxD7dCQ51meXQV7pGhsUUUDAvJYNMW6ANRcflXm22HC8z1JAPOcHZI+R/YslfCf24uTAW7qYvQnd0gFJ6Uoey9itw2EwcP8w/KshY80yBRjxpaxRclfP2koOSmdiXE3Ivm3WdfqeuSss6y/EERPx6x3MXHVAQIHFoIoTK+tM2xnhIRoHr4JAcIEP2yjUf4yYWIOL4YoXRxPIFOHNS0ZMtuV1FiCERdiCBdyvYs4Y2vGl5SdLPSlATXqJCQk6MUIxVD1Kivj4iwYGbDgJkmznk9Wo6swa2P9JucEb9j8ve3BClsyklP+D/MPB3g2O+RokSFzMzQo0WL0gewzEKhurIFgu9+ms7KJrufKzopTnkYImF+eJUuWsO4hhmDQDQ4pISGVmzZtivlISUkJc++ChC4qKmrSpAmDAOL5l19+weKwp/sPgoMc9UIIEAKEACEQ6QhAS4ZI5lpiEIYbElK5TZs2UJfT09N79OiBMe/Zswd/27dvz8YfFRWFp0HAgrogBAgBQoAQIAQUCARNS2b9hoRUxiry7bffjigiDRs2hE788ccfDxgwgDt/KQCqhbeYpmDbGDaP8bG//vrra9eu5bd33HHH+PHjcZuRkfHhhx8eOnQIUWkeeeQRxGPhZSgRIgg4ctMV13Jzc6dNm/bXX381aNBg+PDh9957b4gMgchQIPCvf/3r4MGDPPPxxx8fMWIEbnfv3o2v2alTpy655BKU6dq1Ky9DiZBFAIZbz0NaBWIUISGVMTDsTgYWEydOhK3glltuGTduXCBGG45tQsS+8sorCspPnjyJ8Gd9+vRh+SwOWnl5+Ysvvti9e3eIcHzKEYwFshnbzBR16VZDBBy56YprsJu9/PLLF1100Zw5c06cOIFDtRs1asQ5ruEQqGsFAuAUfo+YKPPfWqJ56RiTqkmTJmE6NXDgwDVr1rz00ktff/118+bNFdXpNtQQ8CqkVSCIR9i6kLjggw1JDHXw559/fuGFF9yE2wwJcoNFxPz58xFTRRGOFevumZmZ7dq1g2mBXXXqyBF7//jjD3izo3xKSsqgQYPwBV+8eHGwKKV+akbAKTddcW3Xrl1Hjx5FOJ2WLVtiZWfYsGHfffddzX1QiaAjkJ2djalVhw4drD/HhmzF7aeffoIMRnAo/H5HjhyJH+yyZcuCTh116B0CLKQVrB0IaYULn9O0tDT4PHnXin+lQ0Uq+zeKiK29bdu2t956a+jQoaJfPkQyBPPFF5sjIgpD37dvX8eOHXnMlGuuuQZL9cJzSmqMgFNuuuIa8i+77DLYrhnR4CaENL7+Go+BundAAJYMKMeNG9tvhZQkcJBHRkIlpOn36ABeyGW4CmkVTEJJKgcTba/7mjFjxg033CCKZDSBrwAcAhEq/O67737ggQf+85//sAKIu8Id11EMnwm4siu2nHlNAVVQDwGn3HTKNazmOOaDy/n5ro8gVY9OaskrBPB7rFu37quvvnrXXXfBmePHH39k1cEs8feIBQhFZCSveqHCwUEAPKoxpFWgKQmVdeVAjzOU2z9z5sxDDz2koLBLly7w21JkslssYsEvHYtYEMnwMfm///s/GK4fe+wx/BXd95nfIL7viggtTtukTLUQ8JabrriGfNHzk3NTLTqpHW8RcMpZaMAwU+NXduutt/7zn//cvn075l6wVw0ePNiRs8jxtlMqH2QEwCPFB1MMaRUcYkgqBwdnd71gGRiHkyhKuNkM9vDDD2OVka0lw7cTax5fffUVpDLeHvFnjy8F2hTltKILug0EAt5yE4x2yjXFt4C4GQhmedWmK85CIcZiJPPwwu8xKyvr+++/h1R2/D0ix6seqXDwEcDvUWFfFENaBYceksrBwdldL5hZOy4Su6mAaCpMJLMy+BBguRGvDvx1RQsn0liV5MvMbhqkRyoi4C03EULHkWuYrSOfbdxntLEyjouXKlJOTblHwA1nmUhm1fF7XLVqFdIKzhYUFCDHfRf0VHMEwCPMgF2FtAoOebSuHByc1exl8uTJr732Gm8R7gmQx5iGw9ULDiZ8ogfXkquvvpoXo0RoIoCVCKdcQz4WLC8g+Lv5AjevuOIKNxaU0BxdbaDqySefxPZWPlI45V166aW4BQdF9y6kkcOLUSI0EeAhrRh5ipBWwaGZpHJwcFazF+zn3rBhA6xksJX99ttv8PZ68MEH0UHv3r1hr8ZqNBbAEKP0999/h/O2mh1TWwFAoFevXk65hhkVxPCUKVNOnz69ceNGxOOlKCIBgF+FJvG7+9///rd69Wr8HrH3CRtp4PCBdrE78ezZs7Nnz0b+ggULDhw4gGg/KvRHTQQSAag3LKTV/v37EV1Ak5BWOtF6hsHCURBBoxROv4EEgdquGYEVK1ZgMi7G9sKu7oULF+LX3qJFC4QpwGvEWkGUqI8++gguYDB1Pvroo7fddlvNrVOJ4CLgyE1XXOOxverVqweRfP/99weXUurNUwQwM8bPs7CwEOZr/O5Y5GBURmwvOH/BPRObzhHbC/spPG2RymmHAMyN2OGCwC88pJVaDgFYfPTEfklSWTvmU8+EACFACBACtQYBD6UyWbBrzRtBAyUECAFCgBAIeQRIKoc8i4hAQoAQIAQIgVqDAEnlWsNqGighQAgQAoRAyCNAUjnkWUQEEgKEACFACNQaBEgq1xpW00AJAUKAECAEQh4BksohzyIiMNwQwBYmHKPJLmxOw1YZ7DZWa7chzg1kMc+BCrZO4UjyAQMGYHccuvAZJ4T8xI5br6o/99xzjmFia2yhtLQUaGAHUY0lqQAhUGsRoIibtZb1NPBAIYD9DxCcQ4YMQQeIhLp3717EIjh37tyYMWP87/KTTz6BDEbgEYj5l19+GWHd5syZgyhg77zzDoINYCrgQxc45ghC/c477/S8LsboeWFeEmcrAZYvvvjixRdf5JmUIAQIAREB0pVFNChNCKiDAAIjNzRfONKgX79+r7zyCqI+HT9+3M/WER8KMr5///5oZ9euXQjuOGHCBESoQNgKHFjy3Xff+da+Wnq8J71DKq9bt+7UqVOeFKYyhEAtRIB05VrIdBpysBFAUCfITkTNu/zyyxEwaP78+TjAAPZn6I6I1/j0009DLiJ6FzRsnNHLiHv99ddxBsnzzz8v0grR/re//Y2dOILo2ZdddhkOIGEFrrnmGjSLc0rEkxIQR2zq1KliC0iPMl88k8Uawy30bASMa9as2aJFixDPFacp4NAUGJx79uzJCiMfgh9d9O3bl4db93Y4IK979+7Qzp966ilOAyUIAUKAI0C6MoeCEoRAABFo3bo17MzoALINghAmXAjRsWPHIo2g5bBI44BeRDVnFGD9ddOmTVgwFgmC5N68eTMO3maZOJ4dZwjyAoixigKKALoQtEsdrvvuu4/XQgJlIHpxVA4K4i8EMwhDeEhEkRw4cCDOQfnzzz9R7Ndff4WpfNy4cfiLaQFiSbJGfBgOziRGZG+RBkoTAoQAR4CkMoeCEoRAABFAKN2ysjJ0gAOF4KIF1RZaKSRx27ZtcYYB8mGXhvoLBRrp9evXQ8qijEgQVqZxwBz0Y5YJF63Y2FhegKXZMcw8E8KeGdLFv4qDp1AG+mtUVBTKYLUYUha6NDR4rFjDKg61mBnG4Q6Gw06QD5s8ZDP+sl58GA6GgBDuGAunkxKEACHAESALNoeCEoRAABGA+gt7NTq4+eabd+7ciaOEcLQXVpozMzPbtWuHfBzzh7NGcNIXnLlwABFWoxXUMD2Ym6wh5kUZzNIQsWIttIMzxMQcpHHC2MiRIxWZ7Bbe0Tg7skOHDvwpjgf95ptvcAtSQRjLh/DGZIKlfRgOGwIs5ElJSbwjShAChABDgKQyvQmEQDAQgGcWO9oL8vinn37Cjqlu3bo9/PDD06dP591DXYYRG/L4r7/+gj7K81mCuT1DqWW30GXZ4a/slslsaNhiLXiBiSKWPcIJVGIZMe3o9oUc3q/4lK1to64Pw+FDELumNCFACDAEyIJNbwIhEHAEsB6MZWAcjI2e4Ej15JNPYuEWy8Y4+A8aM5d2ENVHjhzB+i40UXhaKchiEpdv9oVujYVqqLasWHp6Os5jVlinYZqG/q24HKUyk7toB0ZsKLIwpPOu4fINInELPzV4gLN8EHz48GGW9mE458+fR13FBIK1Rn8JAUKApDK9A4SAyghAaGEJGRZaXDBQw5kLjtD33HMPE2+QfBs2bEA+tOe33nqrqKgIK8SMAizWQtZi6zDb+6QgC09h8j127BjLR0mI4SlTppw+fRrOU6gFL25FFQ9vYQzHKi/WrY1GIxaP4e2FzUsIV7J48WJY1Jl3GNaYsbS8cuVKLAl//vnnmEywxn0YDs6TxkSB2fM9pJCKEQK1BwGyYNceXtNIg4QAVM+vzRf6gxMWnJvgP8W3PMHVC1brRx55BN5eEIHQiWGv5pTBfA1V1WkwEDSLTUpYk4aPGMrj9s0335w2bdo///lPqL8PPfQQVG3ejleJm266CQo6iJwxYwZWnWGd/uyzzzClgN/4G2+8gadoDYp+cXHxV199BWUdabh9sS58GA7GC9O6VxRSYUKg9iCgU2ylQHgg7KrkJrXaAwSNlBAIBQQgzaFDv/32206JwSPsYIYKGxMTHvNpx+HA6w1eY1iNbt68udMxUiYhEKkIYCZ99dVX1zg6smDXCBEVIASCgQBWlOEy/cMPP7iJfAmTNQzXMCMHgyD/+nA1nJ9//hl6Nolk/9Cl2pGMAEnlSOYujS2MENi+ffv777+PwB033nijG7IReAQOVnwp2k1JbR85HQ4UZURNgbObtrRR74RAKCNAFuxQ5g7RRggQAoQAIRAhCJAFO0IYScMgBAgBQoAQqD0IkAW79vCaRkoIEAKEACEQ6gg48eSElh3qVBN9hAAhQAgQAoRAWCHgoWxVriuH1RiJWEKAECAECAFCIKIQIAt2RLGTBkMIEAKEACEQ1giQVA5r9hHxhAAhQAgQAhGFAEnliGInDYYQIAQIAUIgrBEgqRzW7CPiCQFCgBAgBCIKASc+2BE1PhoMIUAIEAKEgH8IGAwGHJpy8OBBnFkSHRVtNBnFsxLgWiyfmW2SIjj/P58nSDoTDoXxGEgTznjrP7D1w090TkjwTs6SD7bHIFNBQoAQIARqHwIQyYiTiiCvd9xxR3JysofbeyIMp7X7i5rXj46JidJJmILIg0PCfowmCG38j/8wZ9HrjefOFM6f/WdRVumncwYmJMTaF3Z3R1LZHTr0jBAgBAiBWo5Aeno6TvV+6MGHYuNiIZJrp1T+dsv5Ds1jo6N0sljGMaryUaqwDsgX0iwhi2QIZVkqSwaDyWA0llXop7y28m/XNB799HWev0Xeadaet0slCQFCgBAgBMIdASjKe/fuxfmDeoNep5flkVkgyX+ZKGIDZAZtJrEjMj+/1FhcYYwyDz8KkhmXWVnGYAtycxo1vYjBYdaVTUZJMhqNBqOpQq+7YWCHH7/e+I8nu+DYcg9fBpLKHgJFxQgBQoAQqHUIQCpXV1c3bNhQr9dj8LLclSWyfImCGVJZw/zC47v2FdXv1uVyLvdUp6ek0lhRjeHLw4SSzDAAAufzc8c/evu02csaXySfF45+IaehK+MfvUGqrDY1TGmQVWCCkPZcKpMPtvn9oj+EACFACBACDgiUl5dD0MTExEA844Js5le1+S5799JHb6hTt27dOnXqDHhleYlez/JZYbFK4PKP/vx4/5u/P2+mJ0D9llebqgzGKj3+mirxn95YqYcqbJrz6Xu5587Omv4WyzE/MqEYnlYZJBSoNupi6iSUlZU5QOsyg3Rll9DQA0KAECAEajMCkMeQwRDJAAEJ/JU1RVxmd2RohiX7F7Tu8ZQ0/N0/5t9afXzjt2vySw3GWDvbtowfLy/fCJfP+Xn71/y4P3bYvb2TzK3FxDaSOtbT6Q0GoXEkfW7fvhm5HSZlZV0ZirB8yRrz3p0b1/z4HW42rFreo//d1958q6wpyxqzZDDCiG0qr4YdW4pOjAV6AFNGzoOLpLIHIFERQoAQIARqKwIwvZaUlDRo0ABCRd4BhcsiXipWz3pKkp5J//yfLSGNLmlz7a06nSyG+GW259rKq5aftWX6s89JXQb3uCZebhMSz7ySa0TXmDzExKjfb5UeirIUDalqFqwQz7BKr1uxrP213dmo1q1c1uG63lHR0aDFKMHVS6qqNirOS6kAACAASURBVJZWGDFPifZyZxRJZf6iUIIQIAQIAUJAiQCkMoRxeXkZFD6WtpSoPPjjPGnoJ/c0Lq8orq6OjXWy+cdkKkmb9NifXf/VI3/+o2//Kkk3f73h84v3fdnviU/QyNOf/DLxrqvNrVVuW/TR0GflTEka+sUvrw25ujFSR5dNfmlXlzcGV40Z+uwBSRow4esPx/dPOLqo13Mb8LRPyybth05b9vF9kH9Sg+r9m+Y9+3dLsWnj+mELV2X2to9e+vcnv6KqNPTD1R8Pb+dKYa0xv7RKV1BajY1RssMXdGfzn/vGvcuUX7PztVRSrTPCzA15LS8qy4IZDmKF5cYYb7ZFgVSSygCBLkKAECAECAHnCMCCDRkEeyykMhPMkEqyDbu4+JwkXZa78vl+byw8iLr9py+fcufVjczqpNmUKzs9VV3I3jT72U2z75q46IcRKyY98mjPzpJ016yl/81Zcv/LT38xpN+H7eJ1e+emDn191TOzlg/rlLBt/vtPDOo8ffWeO9sklV/I2zT76X6z27369X9bZfx39BuPpg08cG+rrq91l17f3G3q18+0a3ZxbFVVtf4iadPEQX9v99rc71pmLBz9+qN9b9t/7xUxW2YP/eTXu37YML/h+WMFiY2x5ZpJXwv9strL6WRuXOZxOcsvqYzJKTHKqrLZCs2EsVzfATPkoBcIZtmCXWXUm6RoL6UyeXs5gEoZhAAhQAgQAlYEmH4sa4c2C7YsjkpP79osSQtfX9Xr/Q17/vp96mOnx9/x4KY8eflZFl5mMYcqVcWSNHL63g9H39DllmEP9Zekx1Yf/KjftTfe8/CrkpQNx2ap8uBXr6/qPvGHsf2vTkm54o7nXxopSd+tyzC3UypJ3eduWPbILTf2G/EYjMUlZRVS/KW9ht4lSfXad7+xU7sUc28o1o0V63//P+RiFZXIr5b/HDx6tiSl043XXi7HP8FlLs/FqY1O9/mwFmBdGGMyyfMRCG/5r9GcZjksbf4LbORIZxDP6C42JjrGSws2SWWZF3QRAoQAIUAIOEVAIZUhn2ThFhWV1KJtOwjcz98dfHWreg1bD39qEkTg3sxy+SkuSyn8I3Xv2C6J1ZJKpO5tmifI69NGnbwmHIt8gwEOypuL5IrIj4pqce1t0uYth8pwL5e/vXurBHN+VD1UMLejr0INnc7AymP7MIr9HcVYvyhmfhDXc9yKZ287+Pzwv7VrPWjullPW9i2UyYVxWelEF+Zb81+H/PiYqPjYqAT2NxbpaPm/OPm/hHjzXzmNfJ25pC42NiouJhr/IfIIijoF1lUmWbBdIUP5hAAhQAgQAnCeki3YEFoQz7LcMl8yLg2adpCk/MIqPJJv6yTfDHGIQtZwGTDkylIUmXrLbl3ExpIKzRJWfiA/kRuNiYcr9c3Nki3tSAWHVkrtX2pbH4/M5Y3sQVRUiVxLbt+IeCZIx1lqsGImPEBudBSUcyau4xt1fOar06Pzj373xq2vjXznpiNfdjJ7h2EEMsHWy0ynfOMmXxbAELDm+CGQ2ygMK/XXb/7zxIG/zHq3rsVlbUe/9R9ddAx0ZNiusbpsMKvLcTG6WLJgW6GmfwkBQoAQIAT8RQBSGfIOfxVXdJ2O949p/+ukab+fLJKk0vXffr5J6tHjqsay2DRf8P9CFQgyXZRcFXlm8R3F8mOiZaks56Od59tveu25nw5m6ysv7Fg6ZzZU8B5XOZSXPaDREvIvbn+NJP16IiO/srLS3DKemLuU68jtmumt3LJ06Y7MvLhGKVe0bC9JSfViZHr4Za0QbaHH+sBpfkJsdEIcTNHY5RSTAP04LjoxPu6uf0ysLDlfUYz/Cu76x6Q6ifGJKCP/F5sQH8vU67jYaG+lMunK/r6yVJ8QIAQIgQhGIC4uThZ2Zi0Vf3FxnfLWlxZ9cOHqUb1WmIff8+t1825qIltrufZpggIbBQU6hnlox0Q3kCC1If/kyCTQbOvHxMTGxUm3vvD9zOrHU2+7gcH42n82P3lTE6QTE1vI2re5PFZo60MhT0gAPSk33D6+w/v/uu1aSXr7SO5oVgwNxUI7N8jFEiAVY2NL/hr/6HjWpPTa/K/aJclbpsyqvkVXFuisIR+yNh72aLkyJhlydfzfpn3nQQ+N/2X+9FvvfqzdtTchBw2CBLOrl9EgzyJMdeKi4xK9s2DT6RQWntE/hAAhQAgQAiICkDA4uvHIkSNXXnllvXr1mHh2lGqF586Vw/mqafN6sbK4wiWLJuGSRZn5cp9fUVJSodcnJCUnetSOvrCwJCYhKSlBNrC7al9vbjS+bgPR48pNeVftTN8cfXkTzE4sq84ohi7RbUV5yZSn75rw4XdJ9RszBy9YrzF+djpFeWX1+aLyXbtOv3lvUqNGjXi/rBdXf0lXdoUM5RMChAAhQAjg+CM5lCVEcnx8PFOaFdIloXVrBpMin8tgD/MTEhK8aichgYX2crceDK3ZUkiYK3hIj0h/Up2ounUweijKkmyTl2UyWpTqJiW99fX/EurUlZ2u4aQtK8qyAzbCjMlRvaKjzl8oa54EF3FORc1vFEnlmjGiEoQAIUAI1EIEIL0Q3frQoUNt2rSBVE5MTIT5uhbigCE3SjbVbyC7rskGeSaSzboyZHODBnVhGZAPijIry7JgNspS2WiQ4mJjYiHI8/6qU2eoYirgBkaSym7AoUeEACFACNRqBLA6C105IyOjVatWtVYk4w1oliI1qCvLYwhmWSq7uCCS2X8QzEaDKbrYKBUcTqlbzpbVXVRSZpNUViJC94QAIUAIEAIMARhtBwwYMGvWrMOHDw8cOBALzHC9qoXgNGksRbuIKuoUjeqq6lNHTm9fmZaXsX/06NGy7dvji7y9PIaKChIChAAhUPsQwNnA0JWXLVuWlZWFdO0DwMcRw7SQkpJy1113tW7d2iszA0llHxGnaoQAIUAI1BIE4PdUXV0NqVxYWFhrBTMkq+djR+GGDRs2a9YMtmvPV5TZ60RSuZb8rGiYhAAhQAj4hQBkMy6/mqhNlSGMvZXHDJ7auEJQm14MGishQAgQAuog4LOYUaf7WtNKLXVzrzX8pYESAoQAIUAIhBMCJJXDiVtEKyFACBAChEBkI0BSObL5S6MjBAgBQoAQCCcESCqHE7eIVkKAECAECIHIRoCkcmTzl0ZHCBAChAAhEE4IkFQOJ24RrYQAIUAIEAKRjQBJ5cjmL42OECAECAFCIJwQIKkcTtwiWgkBQoAQIAQiGwGSypHNXxodIUAIEAKEQDghQFI5nLhFtBIChAAhQAhENgIklSObvzQ6QoAQIAQIgXBCgKRyOHGLaCUECAFCgBCIbARIKkc2f2l0hAAhQAgQAuGEAEnlcOIW0UoIEAKEACEQ2QiQVI5s/tLoCAFCgBAgBMIJAZLK4cQtopUQIAQIAUIgshEgqRzZ/KXREQKEACFACIQTAiSVw4lbRCshQAgQAoRAZCNAUjmy+UujIwQIAUKAEAgnBEgqhxO3iFZCgBAgBAiByEaApHJk85dGRwgQAoQAIRBOCJBUDiduEa2EACFACBACkY0ASeXI5i+NjhAgBAgBQiCcECCpHE7cIloJAUKAECAEIhsBksqRzV8aHSFACBAChEA4IUBSOZy4RbQSAoQAIUAIRDYCJJUjm780OkKAECAECIFwQoCkcjhxi2glBAgBQoAQiGwESCpHNn9pdIQAIUAIEALhhECMU2KzjqRnlzl5opek+o1btm7VxHk1JzXUySrZv+DSXmMsbQ2ecXL+yCR1GlalFX3m/n351V42VadZ5ytTJKlkQeqlYxZb6k5bf/KRDqE0Mi/HRMUJAUKAECAE/ETAqXgtWf6PPpP2uWl58JRFkx7r28FpZTfV/HhUZatbVIXJQQhdFfue6tVng7cEdZxybN3oZEmqKrXVrKoOrZHZKKMUIUAIEAKEQFAQcG7BTrrUfedpk4b3enRuuvtCaj6tFqSyJKbV7MTHtvRSfR9qNoyzVCryoTJVIQQIAUKAEIhMBDxQdzsOTu3V9NTe7Wkb7NTntOc+2HHX/Oug7gX+imnc7pnUVCkxUZLKpVbtEgLfoxc9JDTumzqsbnmdOrxOYmLu+plpAlqDh41qanuMcmVS8xTzKGIuv/uZ1BskeWDlUrvGoTUyPiBKEAKEACFACAQHAV1+fr5DTyULHrp0TJole9r6M490kKVFRd7+L5/pNdmaj5wpvx0b3TkoYtmBxBDP0B9Z0KybdSFcGrw+e34wzf0hDg6RRwgQAoQAIeAKgZp15arqCkmSpXJCkw5jPvphcdrdghLo2GzFkS0rl/34x+5TuXXr1j13rrRTv0EPjBjaoYlNC8zcsWZLRmmcbMGtkup2GOy4Pl2RteanDShRJSX/bXBvuJbpC/enrd4vyXWQ13lw7ysVdOvzjqT9tOyPNbvlXkvPldbtNGjYA0P7mmcTjMaSzBUrtlQ5baHkyIoV6fKjqqq41t0GXteKj6oiK/2nDUfwJK6lXT4v4CpRYWdyl8oBoXMvLv2RdWnphZI8sCqpc7/BVyZbRmYbspWqwowdy5Z8v2V3fp2mUllim7uGjxjYmZGq379m0beLf8mvc4mUe6pxr2FPPnxHKxvenMaaWcOLUoIQIAQIAUJAEwRq1pXtFOKSLb0vHcKl8pSVx0YLJmx9Xvq7/+jz0QYnA5n8Q/qY3hZpt+X93kPe5W0MXnly/nX2EitrzVsdh39kbmXY+jMzIVpL0mdd2meSpV2rn5S1G336knf7PMHKW/PYv4OnbP9ydGuzfNJnrmjW+QHr49Tt2W+3tgr2zBX/7vzATMujjpMPrRvTxFpux4zet002k5r6bf7bA63ZNf9bsn/upb2es5Yb/NvJ+Z3tx2h9VDKr96XcsW7yymNjrHjaDXnw5EV3XhjuMMbB09bPf6TFgtQ23Ivb2uyo9Sc/FL25PWSNtTr9SwgQAoQAIaANAs69vVzRkvHbj1ycSlLPdpcKoiZvy6NtnYtktDb57s5zoRKar+tHTBDaT/v+twzhFsmSFXMtIrbn5Mct2m6srFlbrkvjrPJUztgy41HnIhnP0iZd//hc1mtMqy4TO1oakKSZO05De2VXxc6VVpGMjH2r9+dZn0hZvy22DHfy36/nueomRMe6eHFgfMggO22yo0gGGWnP9ep9p6NIxpN5Hy8/YqPTY9bYqlCKECAECAFCQAsEapbKcbFM2SxMXz7j+kcFAZb65M22fcsVS14eIqw4D1u05VD2mfQZo2yS8LnPVzNJGNOq97SetrHO/GqVRVyb8/SZG56zNvSP223VbRUEp+WKI0uGCAvdUCkPZWfvWznDVi3tubQjrNuUPsNsva7efNzSYMWhtHm2tiVpw9b9Wexen7nNqtIP7t2J689i4aCkhXnQsNRU2xjMne9jlomOg0cJo8OTxevS2bDhD+A5a4IyHuqEECAECAFCwCUCNUvl53rdl5r6UONmbfo8OlloJnXLKwO5aqfP/OOJxbaHM7ZM73tlk5iEViPfmTGMZy/+3y6L+E3u92Qqz5Y2TFqdYZUgUFbTvrU86jmlN7M+24oqUvo/5n5syxr2xZdj+jaJiUm5buTMabZuv1thEWtteg/hhRf/sq3EfFO4bysjnAvyH9cdZsUy1v1hKT/szraCUcCSGex/hv2Qfmbm22//b98ihWDGXOTkuvkfzvzfDxOFJ+dKGKZesibYo6L+CAFCgBAgBEQEapbKUB8XL7Zqr6zq4InrT759pVmFZhkZ61YKjaZ2588S2vQezJ+k7T5pEcuteg63ZUvS/CW7LIX0GYsmWfpKfXJwMq/qNFFxeOVMmyKZelc3TtHlN3bjNTas3sF6TW5zk63TtDWHzLkHf/uZlZQbMkvmfR+ty5SzCjf+YlGiRw2+jrfMCgf9b89F6Z/0Zh5cKW1vELrv+My3mIuwOUPX2+4WnkhszuQta8QWKE0IEAKEACEQZAS4uutFv1MmPCl6EqFmdVWZUH/m9b339pTOn5caNpQ22G9ytpZK6vhIasc0q0zd8O6i/WO6YQm5MP2nmZYig4f2bGUt7eJffXWu8GTmA5339ux5/vz5hg0bbtiwwfakvnUdOqnNoGFSGlONpbRNBwuv61ay+l2hpEXEr9yb9XKrpIM/WKYHHYfceLGtNU1Sg++7qRXnVFIDgYbHhva0zRhihQfWpNessVakfwkBQoAQIASCj0DNuvKoL1buS1+Zyi28kjSpz6v7bSZnZzTvgzDG5UIkyzVibnrgMaHmvJ+3wclKv+7bySyzY+ojLpyWhUoxUl3hDkkIY3OvgqBFbpGktxRLuqHfKF5j8fpjFVl7LX5lg6esXDTZ+mjf+n1ZhXvXW1rpOKxzCpeI1iJB/rdIDGcW09im8kteB+msmTVBHht1RwgQAoQAIWBDoGZ5c02Htimtkp6fMWUm35skzev15m3Zb9vWlW3tmVM9R6W2QRAu+6sstyyljq27pA79npEkvp/p3QWbnuza8iur49VjD9xkK2rfjuu7wampTREhy/5CFK2LuTbZ+rq/wT+ZFdi34beVTc+xdM9ePa+7qQgTD6Ytr9/827XSBvZo8IO9tXP0YiSo+dcT1qjZH7VFCBAChAAh4A0CNcs+po0ld37421GTHrBKTWnmA+/22fdy3xRnfQ2bMvVtD0JZtRo6Y9hHfKft4q9erVPfIgk7ThyoMJE76wZ5pUL+sBmvvj3ySiHDSTKmdVfbVGDDu49a+pPu7nm5lFTy947SPrNY3vfRmCestQf1bGNNRsC/HrImAkZKQyAECAFCICwRqNmCbR1WwsBXfxZ8fKWPhj+/hblRSdIl13a1FsO/iz9etF+4dZnscNswwS6+Yd48y0LusNQhTqW9sqGES/sKBC0e8znfDKQsabtv1fsZoU9L/qgeV0GdbtLr70JzlkepN1ylvfu1jXzvU76xxvt+qAYhQAgQAoSACgh4LpUlKbnbB1/Y1mURxGLIGEuMjqTOg4UYHdLiMb3+vWBLoXU5FwvGhVlH1iyYuyXTfjm6yU1jhzmOoefI2zo45jrLSR44dqKQP6/PfW9tybDOFNBrBYJUrpi7ZIfYa4fefxeqmJOpt7E4X+369HN41IeHAFM+CpN7H1kTJqMjMgkBQoAQiDAEvJHKknTlvS+I0hfBpd5YwmJItXr8oykiNDPHDGnTrPFD2On80J2Nsdm5Y7fhY577M1+Ujyie9LeRolg1NzDsoRs9XshN6fv4FFG/3fDRkOvbNL5T7vbO3r2btWxz/W0PPPexnVRuck0vsQa6fGZAF2bHT25zs+BHJRMzcUBH9shMWZj+8Y01YTpYIpsQIAQIgfBGwLlUFl1+7ceX8uTMGWLOvCf+sdwcAyT5utHbf7ATzCiWhp3OadbFW0mKF2ua001uHCJq38ib/MjfuHOWQ3FLhk0Jl5JHf7d9ikLh3iB3C29sS+mG9s0ktxtiJ5Z79rsmxVIiuY1oEpekwb34I/s2vL0TCFZWdQ21XUmxBW+r+MYau+7phhAgBAgBQiAoCDiXynHClqOkWDt1ManD8EXPiGJt36MzVjIVuHXv0dmH1s94RiEkLePoOTjVyfnBCR2GTxYV1NTbr3eqKQtxsJtb9x+zhhNaj56ZvWXRDHGN2gZdx56pdyvOY07uebdA4eD7OiXz4snXio+GDRIe8TIeJWISxdXounYI2jcgQh1nB7Uw5DaNxJmKWCVJcGuP4aGz0UXzJLFTX1hjTyfdEQKEACFACAQBAadnRvndb0Vh5rnconIpNjYmJjG2XlJyclJSjCgl/O7BaQOFeZm5OUXmXmNiE+slo9uEwPfqlJSQzdSINSGLBxFGCBAChEBIIRAYqRxSQyRiCAFCgBAgBAiBMEHAuQU7TIgnMgkBQoAQIAQIgYhCgKRyRLGTBkMIEAKEACEQ1giQVA5r9hHxhAAhQAgQAhGFAEnliGInDYYQIAQIAUIgrBEgqRzW7CPiCQFCgBAgBCIKAeXGIRxOrNPpImqINBhCgBAgBAgBQiAEECgoKKiRCqVUhkhet26dyWSqsSYVIAQIAUKAECAECAEPEYB47dSpU42FlVIZFSCSSSrXCBwVIAQIAUKAECAEVEeA1pVVh5QaJAQIAUKAECAEfESApLKPwFE1QoAQIAQIAUJAdQRIKqsOKTVICBAChAAhQAj4iABJZR+Bo2qEACFACBAChIDqCJBUVh1SapAQIAQIAUKAEPARAZLKPgJH1QgBQoAQIAQIAdURIKmsOqTUICFACBAChAAh4CMCJJV9BI6qEQKEACFACBACqiNAUll1SKlBQoAQIAQIAULARwScxPbysaWAVTMajVVVVdHR0RSgO2AYU8OEACFACBACThBApEuDwRAXFxcVFSQlNgykMkTyoEGDnKBFWYQAIUAIEAKEQOAR+OWXXxISEgLfj9xDGEhlaMkgtLS0NDY2NjighHgvL7/88ltvvRXiRIYXeYXVpuRYbY5KI26G16vinlripnt8wusp42Z1dXXdunWZGAoO/WEglZnhGiKZpDJ7J/B+EBTq/jz0BlOsRlKZuKkuK7VtjbipLf7q9i5yM5jrp0EylKsLVi1v7dixY7UcAdWHX2rQ7OhS4qbq3NSwQeKmhuCr3rVW3AysVMY6+QsvvLB06VIFXr///nufPn1glOb5y5cvHz58+IABA55//vmsrCyeTwlHBK6//nrHTMrxB4Eygz+1/apL3PQLvhCrTNwMMYb4RY5W3AygVIbf2ocffrh9+3YFMAUFBR999JFoENi4ceNnn302duzYOXPmJCUlTZo0CX7Xilp0yxHAxIWnKaEKAuXa6crETVU4GCKNEDdDhBGqkKEVNwMllU+cOPH000/v2LEDUlYBEETy5ZdfDjWa5y9evHjIkCE9e/Zs2bIldOvs7OytW7fyp5QgBAKNQLl2unKgh0btEwKEQHghECipvHv37vbt28+aNQveayIiq1atOnfu3IMPPsgzoVIfOHCgc+fOLCcxMfGqq65KT0/nBSihQABzHUUO3fqJQIV2Upm46SfvQqo6cTOk2OEnMVpxM1BS+Y477oBFWqEo5+XlwVL94osvxsTYfL+Liorget6kSROOYKNGjVCS31JCgcChQ4cUOXTrJwJl2i2YEDf95F1IVSduhhQ7/CRGK24GSio7hWPatGm33377lVdeKT5FkBDcInIKz8S2H5bJcyghIjBy5EjxltL+I1BtNGm1skzc9J99odMCcTN0eOE/JVpxM3hSOS0tDQvGDz/8MAeLLS2zgClQl3k+RHJ8fDy/ZQkA9JL5mj179rx581gmGpw6dSoviedcnE+fPj0zM5M9WrBgAbdFrFmzBlFaWP6ePXuoKUBBWEEk70inl0H+WdDLABDoyyC/CrX7ZZgyZQqTOKmpqQyNoP3V5efni53Berx27VrRFUt86kN6xIgR99577z333PPss8/u3buX2a6xlgwxDHmMBWYUQEDNV155pUePHqz9cePGdejQ4YknnmC3er2+f//+ELcUOoMBgtlGq1atfOAFVXGFwPzT+tubRTeM0yC8F3HTFVPCMZ+4GY5cc0Uz4yZEFUy58IgSF15dVXGfj51HV199tfsyeBo8XRnzjrlz50LTxcU8zj/++GMsP4PQjh077tq1i9FaVlZ25MiRTp061Uh6rS2wZMmSWjv2AA3caJIqNFpaJm4GiKeaNEvc1AT2AHWqFTdtXlcBGhhvVvTnysnJQX7z5s2Zh/bQoUPfeOMN6MfwvobMRslu3brxipRQIDB+/HhFDt36iQBcsKsgmSUNdGXipp+8C6nqxM2QYoefxGjFzeBJZQVAYhQR2K6feuqpL774AgFGoCW/++67CECqKE+3hEDgEIBErtRIVw7coKhlQoAQCEcEAi6VFy5c6IhLly5d4HUl5sOUjUvMobQrBLDELrqsuypG+Z4jAG+vKltUG8/rqVCSuKkCiCHTBHEzZFihAiFacTN468oqgERNmBGYPHkyIaEuAgg0V6WRrkzcVJeV2rZG3NQWf3V714qbAffB9h8m8sH2H0NqwT0Cnx7Xd03WdW9E6ybucaKnhECtQyCSfbBrHTNpwOGDAPRkrXTl8AGJKCUECIFgIEAW7GCgTH2EOAIGI3l7hTiLiDxCoLYgQFI5/DgthjMLP+pDkmL4YGulKxM3Q/KN8JEo4qaPwIVkNa24GXAf7JBEO7yJGjVqVHgPIPSoN5pMWvlgEzdD73XwnSLipu/YhV5NrbhJunLovQs1UdSsWbOaitBz7xDQUFcmbnrHqtAuTdwMbf54R51W3CSp7B2fqHREIkDeXhHJVhoUIRCOCJBUDj+u8XOuwo/0UKVYQ12ZuBmqL4UvdBE3fUEtVOtoxU2SyqH6Rrimq2vXrq4f0hNfEIBUrtYoighx0xeGhWod4maocsYXurTiJkllX7ilbR1PzgLTlsKw611DXZm4GXZvixuCiZtuwAm7R1pxk6Ry2L0qRLD6CJh1ZY0CYas/GmqRECAEwhgBksrhx7xffvkl/IgObYohkKtxmqMWF3FTC9QD1SdxM1DIatGuVtwkqawFt/3rkw6M8g8/J7WhK+s1UpWJm074EbZZxM2wZZ0TwrXiJkllJ8wI8ay+ffuGOIVhR54slTXy9iJuht3b4oZg4qYbcMLukVbcJKkcdq8KEaw+AhpKZfUHQy0SAoRAOCMQWKlsMpleeOGFpUuXMohKS0vff//9O+64Y8CAAePHjz927BiHbvny5cOHD0f+888/n5WVxfMp4YjAjh07HDMpxx8EYL02aGTBJm76w7hQq0vcDDWO+EOPVtwMoFQ2GAwffvjh9u3bOS7vvffekSNHIJjnzJnTsmXLCRMmlJSU4OnGjRs/++yzsWPHIj8pKWnSpElGo0b2RE5rCCcOHToUwtSFJWkm7SzYxM2wfGNcEE3cdAFMWGZrxc1ASeUTJ048/fTTmGtAyjKGFBUVR4nzHgAAIABJREFUQfr+61//atu2LUTys88+W1VVtWXLFjxdvHjxkCFDevbsiXzo1tnZ2Vu3bg1LNgaF6JEjRwaln1rUCSzYWunKxM1Ies+Im8RN/xEIlFTevXt3+/btZ82aVbduXUZlQkICdOV27dqJREMwQ6U+cOBA586dWX5iYuJVV12Vnp4uFqM0IRBQBGCZIetMQBGmxgkBQsBDBAJ1kiMWjxUUwMv8+uuv55k//vhjRUVFly5doENXV1c3adKEP2rUqFFeXh6/pYQCgczMzFatWiky6dYfBGDBNmi0ZkLc9IdxoVaXuBlqHPGHHq24GShd2T0WO3fu/Pzzz4cNG9aiRQuoyygs7gyLjY1lme4bqbVPlyxZUmvHHqCBQypDV8bf4F/EzeBjHrgeiZuBwzb4LWvFTQ2kMlaX4c/Vo0ePJ554AkDDso2/UJc56BDJ8fHx/JYlsGDzkvmaPXs2P8oDK9BTp07lJfGci/Pp06djpsMeLViwgHvTrVmzhkds2bNnTzg2Bfd1jCuCB8i4FswBQhznH907Z9481nUw3yvGzQh7RYPPQfQYCj9nxs0I+MjUWg6ygYODU6ZMycnJgUxJTU1lmUH7q8vPzxc7g/V47dq12NEkZvqTHjFixL333nvPPfewRtLS0qZNm3bbbbfBq0un0yET7taDBw9+5ZVXIKdZmXHjxnXo0IHJbOTo9fr+/ftD3EKHZgXoLyGgLgLjdlRX66Wp18UkxcjvJF2EACFACDAEoDHClLtq1aqYGH8XfCHyPDnxIqi68h9//AGRDAn94osvMpGMYUdFRXXs2HHXrl0MgrKyMuye6tSpE70TrhDg9gBXBSjfWwTYLLRCi1DYxE1vmRXK5Ymbocwdb2nTipvBk8rFxcXYqdytW7f777+/wHpVVlYCqaFDhyKKyO+//37mzBmUgecXinmLYO0pP3ny5Noz2OCMlEnlKi0cvoibwWFxcHohbgYH5+D0ohU3/VXJPUcHy8nl5eWbN2+GQZvXeuqpp6A6w3aNxBdffAFhDS353XffjY6O5mUooUDgnXfeUeTQrZ8IMKlcKf8TbAs2cdNP3oVUdeJmSLHDT2K04mbApfLChQsZNAPNlyuYsJPKcTOVq8KUTwioiwBzo6jUQldWdyDUGiFACIQ7AsGzYIc7UkR/pCIADdmiK5NUjlQe07gIgfBBgKRy+PDKSqm4GcyaR//6jgCXxVVaeHsRN33nXOjVJG6GHk98p0grbpJU9p1nWtUcNWqUVl1HZL8Igs2uSp4K4jiJm0EEO+BdETcDDnEQO9CKmySVg8hklbpq1qyZSi1RMzIC/FwKTXywiZuR9BYSN4mb/iNAUtl/DKmF8EZAL1mU5Wqr0hze4yHqCQFCIJwRIKkcftzjUULDj/SQpJjbrTXxwSZuhuRL4SNRxE0fgQvJalpxk6RySL4Obonq2rWr2+f00DsE+GlRVVw+e9eAX6WJm37BF2KViZshxhC/yNGKmySV/WKbJpU9iaSqCWFh2qnearjWZF2ZuBmmr41TsombTmEJ00ytuElSOUxfGCJbNQS09fZSbRjUECFACEQEAiSVw4+N/CTK8CM9JCm2qsqSJroycTMkXwofiSJu+ghcSFbTipsklUPydXBLFI4Vc/ucHnqHALdgV/N4It414Fdp4qZf8IVYZeJmiDHEL3K04iZJZb/Ypknlvn37atJvpHZqYPE2JUkTqUzcjKT3irhJ3PQfAZLK/mNILYQ3AnxduVoLH+zwxo6oJwQIAbURIKmsNqKBb2/Hjh2B76QW9SBIZQ1GTdzUAPSAdUncDBi0GjSsFTdJKmvAbD+7PHTokJ8tUHURAX4mhV6LdWXipsiLcE8TN8OdgyL9WnEzsFLZZDK98MILS5cu5UNFtJS7774bRy2//vrrFy5c4PnLly8fPnz4gAEDnn/++aysLJ5PCUcERo4c6ZhJOT4jwHVlTaQycdNnxoVgReJmCDLFZ5K04mYApbLBYPjwww+3b9/OQYF4XrZs2WuvvTZz5szz58+//fbb7NHGjRs/++yzsWPHzpkzJykpadKkSUajFmoLJ5QStQkBLpU18faqTUjTWAkBQqBmBAIllU+cOPH000/DLg8py6lYvHgxZh9dunS57LLLJk6cCIGdkZGBp8gfMmRIz549W7ZsCd06Ozt769atvBYlFAhkZmYqcujWHwS4jxcXz/605m1d4qa3iIVyeeJmKHPHW9q04magpPLu3bvbt28/a9asunXrMixyc3NzcnI6d+7MblNSUi666KL09HSo1AcOHOD5iYmJV111FfK9RbD2lF+yZEntGWwQRsqFMU8EoVPeBXGTQxEBCeJmBDCRD0ErbsZwCtRN3HHHHYoG8/LykNOkSROe36hRI2QWFRVVV1c75vNilFAgMH78eEUO3fqDAN+vzI+p8Kc1b+sSN71FLJTLEzdDmTve0qYVNwOlKzuOv6qqCplitBSkIY9xKfJjY2NZYcdGKIcQUB0BriKTM4Pq2FKDhAAh4C0CwZPKCQkJII7JYEYlRC8Ec3x8vGM+yxQHgwXpl8zX7Nmz+bGXWIGeOnUqL4bnXJxPnz6drwosWLCA7zxbs2YNj266Z8+ecGyKjTGCB8gYGrQBsnXl/KN79y6fz7oO5nvFuBlhr2iQOci6C4WfM+NmBHxkai0H2cDBwSlTprz44ouQKampqSwzaH91+fn5YmewKq9duxY7msRMf9IjRoy4995777nnnoKCAiSw0nzFFVewBu+//348ha170KBBr7zySo8ePVj+uHHjOnTo8MQTT7BbvV7fv39/vO7Qof2hJGLq4kV55513ImY4mg9kbZ7hu2MWn/9PboyN0gWVIuJmUOEOcGfEzQADHNTmGTehSUJ7XLVqVUyMvwu+Op3Ok9Mhg6crQ943b96cu3GdPXsWzl+dOnUCoR07dty1axfDu6ys7MiRI8gPKvxh1RmJZHXZxS3YaDb4x0YRN9XlpratETe1xV/d3rXipr/C3ysUoDF/8803l1xySdOmTWGfxBapNm3aoIWhQ4e+8cYb0I/hfQ0DNTy/unXr5lXLVJgQ8BkBcWt8pcmUIAVXWfaZbqpICBACkYhAUKUypG9xcTEmIFCIb7zxxgkTJjBIYbt+6qmnvvjiC1i5oSW/++670dHRkYg2jSkUERB15UqE3wzqbyIUASGaCAFCQEMEAv4FWrhwoTi8UeZLzGFprC7jcsynHEcE4OCGWCuO+ZTjGwJ2UllUnH1rzstaxE0vAQvp4sTNkGaPl8Rpxc3grSt7CQgVd4kAJjYun9ED7xGwl8qq+Tl6SAhx00OgwqIYcTMs2OQhkVpxk6SyhwwKoWLNmjULIWrCnxRRKgff24u4Gf5vkG0ExE0bFuGf0oqbJJXD/92hEfiHgFGy6ceVQbdg+0c71SYECIFIQ4CkcvhxlEc+CT/SQ5JiUVeuFG+CQi1xMygwB6kT4maQgA5KN1pxk6RyUNiraiddu3ZVtb3a3hg/MwpAVNnU5iDBQtwMEtBB6Ya4GRSYg9SJVtwkqRwkBqvYjSfRYVTsLuKbEtXj4K8rEzcj6QUjbhI3/UeApLL/GFIL4Y2Ana5M68rhzUyinhAIewR8lMqlpaU47wFBP8IegDAcAD9dIwxpD0WSRUEcfF2ZuBmK74SvNBE3fUUuFOtpxU0vpPKJEyf++c9/7t69u6Sk5NFHH33++edxjtPOnTtDEc6Ipkk8DTOiBxqkwdlbsIO9sEzcDBKbg9INcTMoMAepE6246YVU/uSTT1q0aHHxxRevXr0ax2gsWbIEJz4hbHWQEKJurAj07dvXmqR/VUDAXiqr0KBXTRA3vYIrxAsTN0OcQV6RpxU3vZDKe/fuHT16dMOGDTdv3nzzzTfjDKjbbrvt6NGjXo2TChMCoYaA3bpysFXlUAOD6CEECAGNEfBCKuPECKPRWFFRgVMXr7/+ehCel5eXkJCg8QhqX/dY0a99gw7giEWpXC0uMgewT1vTxE0bFuGfIm6GPw9tI9CKm15IZZzy9N57773++uuwtuOkRawov//++3Tkoo2HwUodOnQoWF3Vin60tWATNyPpJSNuEjf9R8ALqfzss89eeeWV0JhxFGNiYiLcvtq3bz927Fj/iaAWvEIATnZelafC7hEQ1eNqnOQY3Iu4GVy8A9sbcdMNvia1l4fE+bSbfn1+pBU3vTjJsV69euPHj8cIq6qqTCbTI4884vNoqSIhEDoIGAWxXC2as0OHRKKEEAh/BM5VmFok6lQcR0GVqXGcLkrNJlWkzvemvNCV0cmiRYvuu+++QYMGnT17FmdPzpw5EyvNvndONX1CIDMz06d6VMk5AuIbrBdvnBdXOZe4qTKgmjZH3HQFf4VBOlWu8q+rzGAqDaS+rBU3vZDK//3vfxcuXHj//ffHxMTodDrECE1LS/vqq69cscFpflFR0ZtvvjlkyJCBAwe+/PLL8BdjxRAH/O6770Ym1q0vXLjgtC5lMgSwJ42gUBEBg2BZC763F3FTRVZq3hRx0xULzlYYS9VeHsIJbxeqXXWoQr5W3PRCKi9btmzixImQnVhaxoj79euHWwhmr0Y/bdo0RCPB308//RTSFzIY1ZcuXYrGX3vtNSjf58+ff/vtt71qs7YVZusItW3UgRuvaLTWq730VSPZxM0aIQqjAsRNV8w6W2EqU1sqVxilokD+YrXiphdSGfE1L7/8chF03CL0pphTYxqbnv/+97+3a9euTZs2CEKyb98+BCRZvHgx1tW7dOly2WWXQdJv3749IyOjxqaoACGgCgKiVDaobGNThUBqhBAIewTOVZrK1bY2Q1cuqg76PDrwrPBCKrdu3frPP/8USVqzZg3kqJhTY7pjx45//PEHtOTy8vJVq1ZdccUVSOfk5HTu3JnVTUlJueiii9LT02tsqtYWgLddrR17IAYuSmUxHYi+HNskbjpiEr45xE1XvMupkMrV1pVxGnqx3lWHKuRrxU0vpDKCYCPo5gcffKDX63/88cdXX311zpw5CIjt1egRPRthtIcOHXr77bfv37//rbfeys3NRQtNmjTh7SBqGF9v5pmU4AhMnjyZpynhPwLCsrIUSHuYc0qJm85xCc9c4qYrvuVXQFd29dDHfJwlU6x2myIpWnHTC6l8ww03YD0YOi6iYW/atAkOXx999FH37t3FYbhPYz8V1ozhLPZ///d/M2bMaN68OYbN5iNiHHCkYdZ231Rtfor94rV5+KqPXbSrBV9XJm6qzlANGyRuugL/QlUAdGWjVBLIebRW3PRCKv/6669YDH7llVfmzp0Ll2k4al111VVYEnbFBsf8PXv2bNu2DUp2p06dOnToAGfsY8eOIRoJSopiGHJaFNKsHSw8v2S+cB4GemeZ2dnZ2KDFO8JzbnOYPn0692tfsGABj50Gqzs/nwv0UFNAr5ZjxRam8o/uPfDzfLbRj94r9puiHw5woJfB/5cBGw43z/s4+4xlS6da7xXWlX9fujBA3/YpU6YwiZOamsoQCNpfXX5+vtgZrMdr166FUsszCwsLKysrkQO5+PnnnycnJ/NH8MmCiF25ciXPcZ/AYVMwgK9YsYIXgwEc53LAEj5r1iysMbN8bL6CI9idd97JbmEw79+/P8RtbGwsr0gJQkAtBF7bV51bYmksOkqacQO9ZmpBS+3UUgQgQOAgnShv1pGvM+Wmt3frm9WTXuug5o9r0Rn9qVLThKvUbJMRLP6FxggtEV5QsPKK+T6kYWC++uqra6xYs64Mj2jISBZ77Mknn0SaX5hKwKxdYx+8QLNmzSBcuQoLYzj8vODeBVM2d+9CfBJkQpnmtSihQEA0Dyge0a0PCIhWazHtQ1M+VCFu+gBayFYhbjLWFBtMe4ps+xmwLQr5lWqvAUNXLgukt5dW3KxZ+GNfMnO0xjGO0HTr16/PfxI4MKply5b8tsYEpgkInQ1j/bhx41D3yy+/xLmQvXv3RmiRb7755pJLLmnatCmsqdgiBVN5ja3V2gKjRo2qtWMPxMBFSYw5Pm6DGcOPuBkInmrVJnGTIZ9badpfbLyxoUXrO1spS2XVg8zD26s8kFJZK27WLJWBJrMtYzEAe5aiompWr938JCCS4eeFgy4MBsN1110H9zEYB+CSXVxcjEdlZWU4mWrChAluWqBHMDkQCCoiIEplNIsNkPE6FZuvoSniZg0AhdVj4iZjV16V6ViRbRk026wrqx44Dw2qrn+Lr5tW3PRIKjNC4RgFs7hINEu/8MILjpmucho0aIBAm45PMSvRamLiSAzl1CoEbB8P87BxQEV8MJXlWoU1DbZ2IJBfJRWUSbAwx5uVOGyLwrj1AbBgq65/hwJ/vFB8oc7yC3G+EKUL/sw40jEUhlGraOB+47Vq1IEbrODaKHcCs1gwL+JmMNEOdF/ETYZwvnysoAQjNrstrJT/xQYHcRcie+TP32qDyWCQAneijFbc9EJXRsQPBYJYGPY24qaiBbr1AQGcC+JDLariCgGFBRsT/GBexM1goh3ovoibDOFCc7yJvUXGaxtEQTyXWqMR4pSnejFODK6+8YWZxBEKu1Gcam2KlGjFTS90ZZFclsbRT/AXd8ynnIAi4IlvfUAJiLDGFRbsQIYlcIIccdMJKGGbRdxkrLtgdu9iS8tYY+bn/Zao6pzFpXKA3hetuOmXVN61a5djuI8AAUTNEgIBQkChK1cp7gPUKzVLCEQuAiVmXTmvTILgZA7YbKzqHofMbNdFqkr6UOCJFxbsxx9/XKQY/tLnzp178MEHxUxKBwEBxCYbNGhQEDqqJV0odOUqxX2AUSBuBhjgoDZP3GRwl5ulMlTkgyXGLLOrF8tX9zBHi64csGOjtOKmF1K5R48e4guOQCdXXnnlTTfdJGZSOggIkH1CXZAV3l7sp65uF25aI266ASfsHkUwN+HA1diz5Vt4ZlRb9dd9xcYKwfW6TNX1IXbuqrpWcfGV04qbXkjlRx55RKSY0lohgBilWnUdkf0qpHKQfbCJm5H0UkUwN+G6dUsTawhNtzzLNy8qsyJHi0zxQqVSQUK7bcOjh0zEF6sq6cWOteKmF1IZru7YCoXzJBAAhJGOHOxg/te//iWOhNKEQHghoJDK2K8cXvQTtYRAEBA4UGy6xXbcrrsOcwWTcnaJlBRvK6yuBZvpygE9zNFGehBTXkhlHE2xdOlSxMKsW7cuo5BJ5SBSS13JCOCMFIRFIyzUQkAhlYOsKxM31eJjKLQTwdw8WSxvQXYWR0oJvKgrQ3BeKLcVKFd1wzJz7S61Wstt3aiU0oqbXkhlnPWEsFy33nqrSkOmZnxE4NChQySVfcTOWTWFaixM9J2VVjuPuKk2olq2F6nchP2ouEIqMpgaeLDbGCvQrnhQrp4FG1MEpiuXBewXqxU3vdgZBcM1zpZwBTflBw0Bdn5X0LqL+I4UunKQvb2Im5H0gkUqN+U9xyZJVILdcK3A7IDttICKUpmvJgfu2CituOmFVIaWDE9xp1hTJiEQvggopbLLiX74DpEoJwT8QuCMeXdTvmtxK7bOQoiIOTytolSutPp/VATMgs3JDnLCCwt2dHT0woUL161b16JFC5wcBT8vtq78xhtvBJnoWt4dDqhu1apVLQfBn+FDG461TketP21be0H29iJu2qAP/1SkcvOcWSoXuDZNi6wrdi28K7iGK1bwKc0FfJV6VnEFIVpx0/pxUpDj7LaysrJPnz5t27atV68eHL7q1KmDv7iclaW8ACKwZMmSALZeC5ouET4Njt4nrlapEEgoECGyiZuR9MZFKjezzJudzrv6bdizsNS1VFbRlZI3xfdG21Ohwp1W3PRCV544caIKA6Um/EZg/PjxfrdRqxso1ksN4ywIOJHKLk6nqDCZEEcwJUHlOPjEzUh6FyOVm3nl8rpOofWQCTcsg/Gp0rVUVvE45AqrmQv/IlBJgrAr2g15Xj3Sips1S2Xshrr99tvj4+ORcDqke+65x2k+ZRICoYlAsSyKLcLVICmXkV3pA/igFOpNKdaKoTk0oooQCAQC581HMRZ5YMEurJY3ULm6VDwOWTRc4diohGiVp8uuhhCE/JqlMrT4fv36QSovXrwYa8kiTWxd2SupbDQacWhlWlpaUVFRly5dJkyY0LRp0+rq6s8++2z16tV4inAqTz31FLoTO6K0iEBVVZVWoeBEMsI3XSwIXuuE2zYaV8e1ylLZg6+SrSHPUsRNz3AKj1IRyU1I2RKzlszOnHDPCXhruymg4gYHUSpf0JsuireTTW5o8PyRVtysWSrjEGUIY5yjPHv2bM/H46rkV199BZH80ksvNWvW7MMPP4Sn2IwZM9AF9mt/8MEHqPXee+99+umnzz77rKsWKH/y5MnvvPMO4eAzAiWCe4ijDHb14ag0mS4EwNuTuOkzH0Owom/chNiz13dCa2RQf1k4R0/ideS6lcp64afn5yArhcUnrEkF4vKNm/5TUrNUvuOOO5i7tdPO8AhhOJ0+csyEaIfm/e9///uGG27A0yeffBJSOScnZ/ny5ciEHxkyx44dCwV69OjRSUlJji1QDhAIU5EMK1N9D0IQBIHFYjh74adt6dlRTrMHFYhSJCjZatEZptxUa/gR1o5v3CwzmuqGsAGWH8WIBeMaJxD5bteeEY0LvzhVxirqykXq/TBhPIuyat2+cdP/V7pmqQzpCGnaqVOnW265BeE2/elyz549kOI9e/ZkjUAMf/vtt8iEoaBz584sEx3BML53795u3br50xfVDTUEsOWxfpL1fdeUOPGQV0epjHUxp9ThKxB5J7k6HSllBhmB81VS3cQg9+lFd2fNrl6oAJmK306S27l1jbunygymem5b8JAyzJL5paKuDOUhOVbjz1TNUvmHH37YuXMntin/5z//gYSGbMaFMxw5Ip4nzpw5A8P15s2b586dm5ube80114wbNy4vLy82NrZ+/fqsHRwQiTQyPW+WSoYFAvhttw8N84doiBN+2hYUWRg/R0hhMXOzEdOxPOUQAh4iUFBtapWosSRwQyrbFsUKYNnYvVSu0U8blqp6NYsdN+RYHvGdUbhX8dgo7P7SXCrXvF8ZwUNgcH7uuedgfMZf6M1YFX7ggQdmzZqFMKE1gyeUKCsrg7j95ptvxowZM2XKlAsXLrz44otQlCGJhVISXL3g/yXmUFpEYOrUqeJtuKTF37a2NIsh+oStyxaiXFmwoSuXqmco4wiEKTc5/ZQQEfCNm1i4FRsJtXRuhY0iN9E0WaEa/bRFS5WtXe9TVYKjprgm5X1LdjXOC5LHN27aNefTTc1SmTcL8QyvaWi3ixYtwt5lhMWGT9aIESN4gRoTkL7l5eWQxNCSEVIbZ10cP348MTFRr7dbrEe4EkcfY4QkxWwAF5zO4MXN+srOzhaBw1PIePZo+vTpiMzC0gsWLIA3GUtjFZzHDYXxPBybGjVqFMYSXgNcvXrN2hUrGAs0h/1ouu1l+G2FJYhs/tG9B36eDwohp52+V5ibIzyC6rAzbkbYK8oYrTpWrNlQxopx09uPzIUAvFcqYlVgDiFyaMXCnAM7mYHazQBXfyk77bJr0+cvG6stH+Rd//24JFv+IOMwR1U4yNaVGVVsnu2GKs/FBNtngaagN8K4C5mSmppqHVCQ/tXl5+eLXTVq1Gjt2rVudpxh81J6evr69es3btxYWFgINfqtt94SW3CTXrny/9v7Djg5imPvvSSdEkIiSWQMtoVApPeBDThhkBHGNiAcgGew8TM8bGOjRzDZIoOJIthgkEmyyUEGE0UwGAQWklDO+RTuTpd1ujvpNnz/2dqtq+3umZ2Z3b1b6Xp/cOrpqa6urp7u6qqurn77tttuw91TLHTHjBlzzjnnQNDC4YvcuyChTzzxRGyzf+UrXyFUyBk9ejTELQzdHsjtq2LmADaT7lwc/cPIoujB8fM7rz8oRcmKzfE752U4hu48IHLDwQY6X6uJvbs+fvfhhlfFzHlLW5FzACrfU2ujP90rw15YVDRfNKOT42cdt2fJj/bwIvW30zvJYdutCed8sfSrQ/MQ8uPxNdFpG1I2hj0HR64akZ+B+dKG2NjhGeTBcAuBNWXKFMWm69ZAj3y4VY0aNcoDgF558VcWhlCEuglhPHXqVKQhMrGCgEMWNF0J5p2GJxcAFi1aBF0ZCWgkQAUqKysrIemPPfZYZEKRwl97ORWYsD39sCNbPEHkJSUZAjnJcd2mTR2BtflWHz6o21Ov2bZ0Awdgg4H6WLS/1liCRTKIlAZeneZ17akzVPorzslXY+W+cnuGsZWrCpPIozt3mOqTZbJL5ffffx+uXtOmTcONFMccc8xll10G/ZiV3UAV41oLeIrdddddOPsEzfjee+896KCDIJUROwxRRIYMGQIj+X333QddmZ2/AuHvJcCwupOhbBtqL8JpkcWpGGiW41n3wRbbVRnEYh8Lr/J+iGVb7M0MvtgHwYEQvYlz8AgYWbQ/dsAmCpvFceSpDTE4Ro0clNoGxVB6cHl28bg5T42Vo1ius3PkZIvYVw7RmznWTsWzS+Ubb7wRmjt2lI844gjYkKurq1999VVZd6DYXldeeeVDDz2E08nYloaqjdPJQIXTybAS0F41xDa2riV+m1Y4gI5QcnrkEXc84JClz+gHOLogV9w9QjBXCjcGPnapS2U3H2yaBeBimt9DLEXSm8wcm8iFAyF6EzHjOvSvMBci8lp2ffK2KEYpw3vNaEosb4pfdVAJxdX6+9pow2YGdE2056mxMtpPHq+NahWedyF607XZQV5kl8q77rorEFYlf0bMgaQylGxIYhLGjA1SH5LYCmNmiHfCz86EN4a8vF3Wlti7MjK0j68THZujCYT1wXjMSwCBXOiHPIbcxdAjwvUpQs+h6lJSOZrYI6+hsIukN3NhqS3LHAjRm7Ah5fHOBqYkX4mapKsXY+P7oDCOVjYnsKdzz+Lo+IMqlmyOf7qKcAbyAAAgAElEQVTelyc538DIOMMltoqBinU27Fgc/SMcQirFDcRjiN7MpWoum10qP/PMMwxtE5YDzIHq9gRMVz6lMh1dwJ7NEH9SnGvJe4K2jWGO7pMcxGJop6ry1pUbhQUv77RZhL2QA1viiTyqenlnoBKri++DWtuR6Ei6Vze3RyYs66xt81tzvqSy1JWxHKjfmtglH6GwsUXNhjS/Tco3XICTUfmu2uILyQE+2RWyfJ6K4fwx3YXuBx98RgCGuDl+gAsKg0kQ+HmTW5fKGJPGH02deQ/vVSS9aWyyzQzKgRC9CRtMjlLZ7YsNSrwRvilTV8aaFecpADmjqSsAz5qmCEloIwYlM1+b6EpcgQ2ZdCqV+n+ESY8X3iF6039FHpBWKnswp0hfhXO1y3tjNnYEkMoUTivvIi1Eo0ges6uI7tuFsILGX2cSNO+hsIukN41NtplBORCiN/FBSrUvaI2AV4zMITB4FGnR4lqT9ryg2WWceOBKvmrP09JcYVp15v53NirM77G+wbKD45OE6E0z3oC5VioHZFgRgOOyyyKgIoIrV2vTAXKz0kOOl8WgK5M8Jo0ZZMc0RQPCV8tz2kezQN4XFkXSm1l70AL44UCI3kQk1xxvUlq6OaSA9NOiNk0qI+gmxsKGTX5KG2B4QWx4FyRL0ZVr86ErQ0vG2GdtPkRvBmmBK2z2fWXXovZF7+ZA6xaz9DJypS25QM5jYDxjLX4ySR7z1KBbsIEEmXr8fJLK8m5mP9VZGMsBbw5AEiDsBoSBz+MMOrY17c6xw74F0LBgrNZXDHCtmN8ad3O/0MlTcvLl2qaM3LotSj1hHmma4skhDIp8lClAT+aDLIvDgwMcPdQDptCvcCwKw9W/YKYDhXkMIh+6gWldOYVAGduUiyOkOn5am7eJ44w6TIicYujNEGTbIkYOhOhNfJD42ngv04jWOxOn9eryoSnqtRgVUNzfMEtsKuulvHM683ReWVkWNGocqPJtyWOCKcIJG9JC9CajyiVhpXIu3OuZskEvBSkElbiWEWgxMHDdjR/8JJWLQ1d26OXlsFEqK1tW1MCUVM4eJsEPP7pgiqE3u6ixqdw4EKI36VPE0cHQNeNCiI3+hmHQKmpNCijCey1pCk+tcXAFJQzwilTelGlph9rw7sbA8h8xgoCZ5XuI3gzREL2Ilco6T4o9Bxd19DiJHFuAxHNWeshslRepDKua7qKVlQAGoOmLHTqMO3Iss7kUEiSV8xhFiJAXQ2/KZtp0LhwI0ZvkfphLxCscsa1nSZIL9VpZbCFreZENbYmmdj3bb45uEvdbMhNO8cqEE7jcaV7RlgixdCBdmfeVQ/RmJo0hn6xUDsm4Xl6MPR6VgHxubKGzH23ZVvR+xC3cuXPxGoNzDYhkuetfVyZIRCgzmbfd2m3zLQeycIAWiHTcKAuoy2vcmERXObm8D59tlMrVLeERoiSkqXHQBUIKDPpcIX3RYb7G0iHoFZnkH85L9kAk5RHYSuU8MrObUPENld1Un6kaNm35OSYIMUYL5KwBBBb78CbtiAcebLIFJI9ZKutjG8BbTYKXLGZ4Q2evJc5c0sXQm7nQb8tKDoToTfoUQ9/ZgA8SkT2yXnssifSfrjdZsA3qs3+MSchcliBUFW/9yprlXLQ2uak8M+D+N/UCTw4helPSEzptpXJo1vVYwRdeeKHH6k5X3JA+HejncBTkKIm5rFe7fNZotCina03+izi6TTls7qakcnpqMS7bjVtfvI/VmLmDlUFc8Idi6M3gVNsSZg6E6E36IEPvK+PeFwyu5sJYsAuENvedLKMjt/RNq25zRvic5vQ4N3eXmtuenH5oTwHvQvSmijHUs5XKodjWo4XGjRvXo/U7lbNvBU4tZ/2x63XWGEYLGz2u9k7Vg5EjL67JWrsCkN5XTmUbHUJ4WHJZTHy8j9WUg2MOI+REMfQmE2MTOXIgRG/SEjCrGcmNMESaxCvclFqIn7yLIo/4NxvXwkEqwEJf/0mp3NjhvF/dkn0+kXjo5gzWlUP0psQWOm2lcmjWbasFcx4RzqYsB9jbLE4tQ3QZkbNU9r42CrIQMXVx7sKbs7hgpzkHXZkkLm8dGQnWxa70egm6WeXdHPu2l3OAZECbScz44UxD0nIj71TwU8oPDDZ3eJj7gfcPE9pcz1UYLdh1aQMeJhxcm4EfbPurSP/lkp4JWhuxVPaELeBLK5ULyNwCod66NbwJFQvzz8OGyuPmbBArVdh1abWOt3M2xWvSA4OBkdiUVkgB7PHFr07OTAivLcvqaXhI5nIzOQXOZDLiZFvPrIZlNmfLWaA5r3pJLr3J5NlEkXAgRG+mdeUsn71bA8nPC+LH6CHhVspPPlafecdJ9YY21zPZPH45B4mmtN1uZdJ8Ta8CbS2npXKqL0L0pqQndNpK5dCs67GC1113Xei6Z7XEpadiODx8LIqKr0vL0dfXx5pNuqe8stRDoNJYkmYoI3lYEuC25tA/Gs+skJvoNcQllvtYuXiA62Tn0ps6NpvTsxwI0Zu0TAxtwSbLjbO1zN90nlhQKw1EecJJaHI5BkYYhF7QRRlvq60RUnl+kKPVZEjjDawQvdlFTQ6pnpHKTz/99Pe//30m+4knnjjttNPGjBlz/fXXNzc3c75NGDlwyy23GPP9ZE5riON8vR9ID5gN6TUpwdDhKPytajbv+MpB6CHSVifHki+pnMMEREXZn8solfWVuJwFWvKqK+fSmx59ZF/1CAdC9Cadsg0tlRHTg34bTUIUnzebspghLHU4x5jIOhKNpfxkFsjbCxtkdNSYHLCJktrWrgvistLWkZwbeXII0ZtZq/AD0ANSedWqVY899lhJOurriy++OHny5PHjxz/00EONjY0333yzH7otTAgOwB61rCkhZWQIJChSm2mmpgMJr9Y4dmrj5Q1yHdCStmbrVZPbZF028zwOHOcS9jKlK6e38Yw2Ol3odwg4Gwpb7zubE5oDJAOkMSYQKgT2Injj2WK4L71anTHk5m2Kv54cqllr2Zi2gWWFDAqQu7eX3FGStW9IrjhqRKxNDNzpTRkckPBKmnpBX5QrYIV+7G6pHIvFbrvttpEjR7Jv3PPPP48QKocddti+++57xRVXTJ8+feXKlYVudu/Ev6g1jv0nxBzI8VefKZU3tidwhHfeRmd2YMcuWYVcB3iItPpkwKDGTOQSD6WhtmY9YaWX4hyaBHk5nJbO/N5J8FvOlQM1lzUBI7QJywHiQDpmXEgLFrtJ0wWLClfhVzWzNiHPB/9jbWxmvfGrV4pCyVZz8vWcD28vMy0U3YgcsBni3Wpf7QU8HRLRF+WMqnsS3S2Vn3rqqR133PGkk06i5m3cuLG2tvbQQw+lx2HDhu26666zZ8/unsZvo7Xcfvvt4Sj/NHkaOPf7TdmrgsjA4ai3a2N0nNe440uXKxOwEQCvcBENeWjr97kqjcVqOJewl2mpnJoEhQ7cVU9a/ejKkUa/XNYEXRjTqdC9mUZg/y0iDoToTdpDCa0rs/e18fAC5DEC+LxVmxJLuPNxXUukfnPE6JWp8FG/70EBCP2Yu2Igx6Mko2aLE/iPHLA5v3pThDxJOcctkTKkpVXrEL3phjlQfrdK5eXLl8Nefckll7CiXFdXB3J33nlnJnro0KGUyTk2oXDgZz/7mZLj83FhgyOKchQqEGPtmYto3Bz1cU1KyBl3jOQgNCrToApxa6kV0ERNbtFdTcT8FY2G9ziNJuUwh8w17isTTFeVOGIh4HJZE0iclA7dmzoqm9PjHAjRm/QpZj3K79a0LWnTlzFyAGmlH9XE6ft9eV1K4HzUkJY8bnixG5U5zN0BA7/JXTGQtitZPfbCpQM2v3qtxpe6rCzZQ/Qm15hLovukcjQahe36vPPO22WXXZhicj3v06cP5yDd2Zl2YOBcmxAc2G233cST3yRWizhbjF/oVTnVhN0mRb9EeI32tP/XZpP1Rw5Co9gG5lXpA5u4a9Y7pCXmLwhwhDQieoL+pYHnLZX1Rsi1OXT6sJUbiA3XmwZENqsIOBCiN+lb0jdN/LQGnyVf9mAMrUNOZBieH9bH4Jm8qjGFdWZ99uHDWrgfSgLB5L6uddtXxuaadMBmqhbWJaR3C98/wQCUIGZyX4ToTQVhuMfuk8qTJk2C7frkk0+WhFZWVuJRimHIaSmkGRh7z1clfxMnToTPNuXX1NRIIwPe8wmzCRMmcBRTmM35psx33333jTfeoOJz587tPajeXFI9Y9KdaDhJ5dC8qu9MtNXXECpi49QHr4l3ptbV7z12n852jIGqz95bNfVNwMOabWR7VZuDjFDRkWW3Hpz/0btA1ZS0MhtREVVXuHwMM199pnbhTJLK+Bjmvu9QhV/9snkLX5uUSmvfVWs6nsKsZ+5rrVlLZ8PsdwV22TFI30zoj4Fixn36N8PAAWbv+YovpcDAaUmbsOTAeeW5p/C1A8+UDfHbXphCYxCPy+bMu3fi40jgZ+xBKKOwA9PXTmCL33yaUOGRhzPScuB4zAwSFcZgjhNy9bp1RqpmvvfmuqSrl0LVtCfufLM2ZR4Y+7srXlqTnG4iEckr9OD6eQ6vIJXB9ltvvZUkzgUXXEB1ddvfkvr6elkZDMgffPABW5jlqxzTEKuoq6ysDHjg8wVJDJF88cUXw/v84YcfPuCAAwj/GWecceaZZ55yyilcHZTs0aNHQ9xWVFRwZm9OYCURwrTyh3mddZsdtlWUR+79r/Cc/KQhNmmpqzloUGXkj4eqyC+b1UlqOmrfa3DkyhEqAPKvmtPJ18OddUDp13ZyvhPj74YFndgo+t8Dyw7dwWtNuWBTfOQgAwDxYcd+kVsOccj488rovFpVbzh8WMl5+5TL2uHI+sbqrlYfsmvJBftlAEjgQOlwvRmoCgvcbRwI0ZsXftYJwVxWGrn/SMO48KZ8bkv8wYUpYVNeFrnv/6kY4PAxeWXXdyuxfWvPkh/v4foN46DjTXPSxnFZLB/pfn0jdx2mkhoI8cTV0ZnV6rAFBjBhaL8ITkPpv8o+kTsOq3h0TfTz6sQRw0p+mTnAAQ+jxW+nOWbaIf0jN49yyKPehKiCojhlypTycld26dUZc3DyaNSoUcZXMjPXaiQu7/Q999wDYUwwH374IVTnRx55ZMiQIcOHD4d7F0nl9evXw/nr4IMP9kaVl7cwkw4sK8kLqm5GcsQRR4SokX01sSmLjdv0wbTAmIxnnxiL0Twu98yMtiOMh5a0DRyoaj03tMi+5B0zASv9+S1mqUyntdkEzQluAhJs3+ZMxWI2ry7RtGdix4o8fD/hepMJs4mi4kDQ3sRIJF0ZzpL4FINOSNLDC9ZXGLT7Zi5EPcJNfl6f+PEersyr0T0eXWEDv/COvOsHHRuZFWAwoT6lBitvnOih185NLf15MpRA7KnOc0LQ3pTYckl3n1SWNnqYsktLS3fffXeQfvrppz/55JN777039pthT8ARqf333z+XJvksu6Ej8cUBeZhVfVaXRzA/qy29Oh4JWGG2xxP9g04AaYweYUAAgloUkY9H3voCgHFLCQZhmpuokjrPg5JpqZwmyPTvuo6427kO8hXnSCrKHjkh47eMW/EuAbXQns/eKw/Dx603wTf8Qi+emHKb6E4OuPWmGw1S9uFs8cDyYDMSBcFm5PD52LNfBgYEjee3SgIx52Hs3SMTnmEKd1gZVWBCwLgrzaCUa/aVkAt9pQANcCWTHtkaZ3R/YZcXXpQH7U1jpSEy8zCthKgVRTiKyNixYzdt2gQ7dltb21FHHXXppZeGQxioFPiOz+6LAwIV2oaBIVTkx4obZvq7WoizNNP7dhrIkrZ4YoAQ+Vi/k4AhvEZlekXmtcoNnlKZxoz34gAeH0bnF9BA0xQvAoxSuVNzUFWkMvBMr038aPdIZVg2ZuEygvp2JuZvintY8rNi6CUAcLvdtW8OE3yPsklGXIdUGBhwPlYuSkF4L00qezVvRnN8j37mL7hwgb2IICimQZcgsiWSbzLfZ1qeCuEidGEUHt1XMgxb2ESmvaOwdXVhR3DNV155hZ+xS/ryyy+/9dZbN9544+DBgzm/cAmYr90Ozhau0nxhZm81/wgVe29oB2bUmJVvSkBK5SgU2c8VyqtELB68ahbWbAUSjySVvRcH6zoSRiMVitPqhNcoRqkcleuIJAXSB5tIglWA/UcoJ9xft94En19aEw8diDEcMQUthXUwtjnzXsVbBcAZmki33nRDKDd0YMFyA3PLb87c69GDa8pIsTqSRS2GLWd8+69Uxz7dEJgYHb9HTtZpxKMsXrE66w3m9laynWHSp0C67mwN2puMKsdEz0jlHInOvTjWSoq0yB1nt2Ew+qh7165olrkMCaPxR9benGn/VfiMmUefKSgiDyPxDp5FzgkeMcKAp7o94naug6Y+ngCNd0bpY964j/VhdeoYKFMuEz5tgG692RJLYCfsmXWF8riRpBY6DUvpTQs7x8+KvlZlEAO51I7gM/OSp/BzQZLHsm696VaFtMHIEHhu8Eq+MgrYJZvBjBtG/Hbdpgw7FvKhrtyxtPPN1XEeIAyc34T36cesdRnHY9ZSDKCEGaF8DuTAS/agvcn4c0z0UqmMb4J3EXLkYPcXP/7444NWqrho5XKTGn+7bjSourKmHSmKO/A0JGNtMkKooW46IhbyNGbchC4hqWtPILaopvE6L6k4LNj01jj76FLZuI8Fqbk80/bOTUAC9mf56JZ2602acKdXJ3yGJXLDXwz5i1vj61scQtCzutUhFwpxLSmC2PS4yZGb4NabDKAkpBeh0ayqwCuPyijgmyoYTEa/4UxOoDtWZ/qD3bskymeaGawQiRyn3xylMiYBuR6iBrK3F08OQXszX4zqpVIZy9IcPwvuAEUN5fyiSij3J4ZYlXNzvFffAFMYoiznAaDYzyEd+Qo2rqXGZfJm7xiPxYGDcIsjdBWtHciRyTvKFCrEKJX1WZ6u22PyOKHbDPnV4tacbID0fYLgx1fF8DfrL/eI/1mrCA0gvzdlwxKefTOafC1fjLXPbXZOcfo0Sxgx9Gym9KBgqeCfJGUUNEl0SSwuw6irhjktXd8WDA+0eOp6XbBULooBiNLXzUEpVbbkUVxqAjzPBEWbF/jeKpWjiayWWJ/8zWVO8VmFAsYH8JV8j0dFV5ZhbjxKGV9xhD/jW2QqUlnOyFREUaYbOhPpE3NdKBWbNr9gjwyj1xiBweeFFGL9Fh1pXCeHEbNU1sSE29pc106Y1DWbErp057eccOvNTWkbQ80mx/OL4d0SU/1dOeBWvKD5Ut4onVK9NfHUqpicEI2UGLsJ8nj1JoczcCMwlur+TLfedKNESs2gdzbg61IssbqzhdHGI4mRW8sfNRjZLMHzls5RKSqEVOZ9ZTSSJoegvZkv7vRSqYwBoCwzQzN0dpBbtUPXIgsuXrxYPvpJK5u7uqT0gwQwmAjkMSdjKWW86SsAhZgq05S6MdONhSvi6RvGN7cpZE3ad0xXZLcIrZMmRKPglMKbqnaTyh7yEh8YhQBj4o0Jt96UygTiqRnLysxP641b5BKkx9Lye1N0ZdwKiniQk6qybJ/PNW0HrO1wtt7x88Pn7mm8W2+61S6lJq843YCVfP3b0+c0t++WUcmt5enduLDL0bRjHLbcKD+JZi2ss+Q/uYMF7U0/9fqB6b1S2eiG54dlCgxW67kv3BSc3o+IkuYNoL9VJGWIHSzCqVjC9YqQoyzY5YxM8FCOZUFEEZKPlDZe4Y5XfM8xxKubwwjfea6c5kRxOQnSxpKh7kiXlZsJc+viJm1scxEcr/KzJezWm/KiLb0hXAsn6toikFL86JHAcqSb/Zbl96YslWqTtsJZNQnEYnOjGX397zrD25nNqUwK0epWHPn4VNzWcB6lQrxy6003VPKED6843YCVfIWTeIulqvLLKpV5axm7ABtNIbEUhPl61KeFQJjJGBaoiAKsb29JiUCTQ9DeVKoI/dhrpXIiqyXWD08xMLZs9WVg9IOtcDByikctcpYMVGmTrkVq5aWSZ6xrVebgNyo6DS4CRs5cTS76NCNUxD+IkQZDcrQxTtZp43FX29yk8iaXDSis5WGWZ629C1Fmalrybs3MvNST7DIZwskIDPIwvcL1yfhWZsIH7do5nf9c3a2KtbyeRFlh1KVPwT2xIuamAMERYUWzYcGxIL0hDec+2UY9vXJzIi/H2HTMOebIDzLT7yo7Yt3jmqJzyJJZLVsApq1lXF8hCxY6HXoKIsLYOyQ0ncpGG/BIqSy98EJXEbpgL5XKmNz1dWUIJi5pdeZBP7IqBHK3Inz9gxuAnt+WqZ7KWVIH9sjxUA25lHKuSR9+6zdnzKG1pil1VXPk2XVRfaUvZzE3tm9MI9TFtlRNUrpyBi2pRuhj3k1guJ2Kpp3U9enrKZk5MvFGTeylqphbb8o+0m2VEg/SJLYXZkrlRcmPU0J+VB/704KY47QcjyiWZAZDS/VNB34bLiHnu+ZMjyS+xHdTR9e9YUotCMMHS7Xi0gU6N6SXd8ZLDCUSbJq8tTauT8QSJi9pt950Qy49gSWX3OBlfnV6QSMzFcuw7rEhgSlNW8t+bpHSy4bO0acFBZXYa1LeOD6buevKincL6pCuKnR6M2hvqoSGfe69UhlKUtBhoDN5WVLAKL5UOlh+c1544YWgCJUNp9AN92PBVpBL6UJktyVvJucmNHZwsisBufjB2sTVczoV/U/6DeknrKh8Uxphi6bISqFOaaOurGe6zQJukwttGdSlKelqWDr1WVMcCiss6m69Kbss62KIpDL2CJlyGOigfaZrS/37WWPXGsRNj4f557n1akEFT9BHaZdSNjhk/HMaTTpySGVkKiZurDlYEcQXxQ3XiyMHB/SxCn9yTZ7bpdfl1ps6JOXID7LDhyFK4qHLkWQO0lLYYOHizRYqi88Gu0iNLuGjFfz5etSnBQXzYvczh5kqhlLO76Mes0FGJ6V+CdqbfuvOBtdbpXJyALhN69mY1vV+TfL0C90q2JVb4NS4ceOC1qBISrkq9EaFwxISwM/6Q07BKGuUWwvTm4iYONpcDNEoC63uqZUZM6mkXPfXcIrEnJPK9FMEADJla0hNMU5bBl3ZxTbsdiqa9ryh/6GB+g+XST+5zDnvBFHh1puypfryQsFJxkxIqWXpuez16hgCHUv9EtXBLZwLVunBXJLvsKOP23hqxA4CPh6+/ZqLB0rItrSnewcYQJJ8hJ3ZiLYmqV4rJ81mCcMAOlG2VEdCGuSCjQndfqAD55Lj1ptuOKXxRnLJDV7mG41M8tihXMLKgkoaH+Gz6zJGmQJQiMesjZ3aEHez2eTFvNwq54JkCzOdTpxPMWhv5otRvVQq0zeB8Em58BFzysZk+As/siqXinIvuzXTDUR+f97I/5O58enHBohBDs7QD9Nli0lfXJI+yws1iIGNlCikSlGi+2sAgwzeKWd8Qi4NhjQhGqWtLqp1OZ1qYNyJ+61TTroymmZUaN6siZNpESq4bqUnbDIWt5udnOtlZZpkFbaZpyWvp5SWBviCwQeCf+szI7dwPg4Qo0FPrU1N00jfu6xzwqIYKawMFigh24jPg9eIsMxLxq5zkcobk6ZauaQAY2fVZbB9XaZhXCGPvR2fXBkzdZcC7utRfku+CpiAJBLlUzeBZ+SxTUjmShVQuiZIGD29tD6DmTpA3nOySmXsSrgdOuXvJxeqpC2K8Ej+y37JpZZwZXu3VBbL9hDsw8lLOi+oHPUJgSpQEVw1HQgeaw+29VFB5dED2+eNGbH3eHbzKIJZj2UnHK+Mtt/Vaam8NpuLCyZxOY2yDzYI0FVhZFaJrVz0jrLu2iqeaeAZ1wTIFIBOWtKgtF1xX6K37PK2SmsgkC8Vvkv1ML9qP1SHhvNP2arnfE6wO9iiJOYP6mNkMFggYkRICY2CvPvOSChB54kxTS9Nqt2Pr4mubnLOxd69KJp1e1tBxY8Ifi5/7GCPw8oyH1f6SLbzK3L9a2zvctab1RLnG7sJzOjJzxhYPjW1Rd7IU9zseWl7D9eCRNCxKRkQSBJgzpFfCNMgg/aECKzNeAqdkCLQWFdrZ2KWy6FTafY3lvWTqUtluXakKoL2pp96/cD0UqlM34Qfzc+DiYgjSG/l+tQDPl+vrrvuukCo9EUDFBSfU0D15og8gCHHvAcNPH27BaTc2JbSp/3Ef5AnoOQyGeNWp4EdsPEKr5kSgpTjmTjgJm7lEPXmlfEwMR/8kLo70bCmPY4Tuvy74frrOM0JxfboI55aqmjtZkf5frc69WVCv+Rlh+ILZtS0gIVvwHxqdez1mhhCfhJqSME7F0Wxo4H7uCDgpYmbyTYmwHOFySyVFSRYwFVpixjgbEmuQtEQcq5Eznu1qo3D+3AUL5JQ9q2quLSywKbtFrLG2BzO/LzJ4McedGxmfGZBrMirxOqTSUKCPzykg4YlkXgKnc6qGGAlurKl6+uV9GAEycdwaX1ZkNEXyRqC9mY4SvRSvVQqUwfkKE2Xpw1u+haFzug85uDWy0DYpAMIF9RFNb/iBHYrsR7fIGyDWZU2KsvI3eYOoCV5vMFk32YCKCH3j6WAZAVIwlenHbApUy4pkCPlOKkpBsGeLLmVpZlzZMINygFVtt6TpbvcmHU37Gnp8zwEecG1N1NC/lW+TJi75XJEQlKaN56x3nppQxQaIf3gukzLFMjF9WmPZXqFLlCWLJTPThKIKfbPVRnTX0Nb5OrPo7fNjT6yKOZxkEYufYBTSkSqgveAOUH5+Ks7fIH37Wnb0KKkegqZulK4raVwZvY7I6SEVIwgD9jtC/L4oSUxsgooRbI+buxI6GvKoGNTfs9ZBZUkSV/t0Vu5FyuPEcqyxZDGCszttCGRh5UoLDTLZMCtNN2fu+jQ6fe+/sX3rwxr6a9O/RK0N31V7AOol0plGgAsPHwwygBSlZbKRocmpYD3J6gA5/fRePJ40hkAACAASURBVILIT9tXJNfjckNRzm4eRLIcXeeyokdZ8rvJetIUkNKkIYWTTgwkaW1aIBF5SnxHOQlS2k3eyqU0G+SNTWbrsXzLakqdtn07P1OiGDtCNpnQ6odTZXVy4/nDdRltIsM1vMAwDSm/1SZJpsckV0rRo9u2NN4qBhJ914OXSnoEtxXpMcWVYp+bF0jLkt5q79Qa9oabhPmBy3JCMTYs3JhY2BqHDeaexVFM/Svdv1LGoCfw+YUT5xKV9B6AoOKWShhjmkPlKG+lriyDVSlgxfBo/PKJMGhN9Ll+lunXgrdg0XKxAZRLQ+SJEixb5V5bXhzKQtPWG6UyOoCksj5fKHyc06IaqXA8IzWbw9UrLQB08aDgcex++bC6KGh9PsqPj4u0+jCXrUwuVOXB1qw+GoSfhYouk5iAZcmtZeWCWH4rE9JVXuphylSLIsvb4hSCkYsrm76ZUtmRXm7zYIZWrVhgGXsywZ5WMpulMtzI5YIMkmDjZgloviVF9x+skwRlIHAepA1DadHC5B26s4XHMpeWe/CcqVxDxPlKApqiksOPSzMlq/QKJhjulEYNie7wtUFsvdYkNz7+k3Rk4+ooAQO7Ry/p3+2kFbEJS6JwksdvbSbBCma3R4x6fQ3hBuyWL289QceJtrqVSOUbHbDxThqQ+CPMgquHXntMQbzSXaSpxZiUlDEemnyprih78HKiCI0/dMHulsp1dXXjx48/+eSTx4wZc9VVV9XU1BDpTzzxxGmnnYbM66+/vrm5OXR7/BRkp9msE9Czq2PPru9SMf6dDMKAQ7RwNsFpDVY+9DGvkLG8LSFlm/I26OPtt98eqIhx8WHclFXQrk0uOzYKI7Piy63A8yMJFchmj/FT1ZqAhU16BXNxJSHNudJdC/xXJNCnDRkWV+Dh4U045UEU2sVwm8olpFwKKLThkXY9lXxeqIHCtULXntGorvMm3XeHUhaP+v690U7OBZXTaJyPxNrkHbqLhdsXv9UNsLDp8bkyBjMm4FqvMJ/BVqZd+ShH2lQphwOJ6KzDnZ5Kj8i9Z+i1UzY6UVD0H0opdhEJI1VSyodnGd+P5LF2lEiUNHiui/OgY1Ou2IC/zfeR5QYxKiVh8hxwMVuwQbOHrsxR+eo3q2A46C/bm0tarqcVeydNDkF7MxdiZNlulcowRV199dVtbW0PPPDAX/7yF9Bx+eWXx2KxF198cfLkyZDWDz30UGNj4803G3baJNE5plkYK2NAmfgwQzV3RD5cm6Cgwf9pjD2z3JkxsCp/eGHsgaVd0loXDwqFKzfH69J7Y8qrEI8/+9nPApUyfv0eC1VGXpO07PH1cLAey3MsDKYnqEbed9cBkINpkXRx41uZKemXhmVIBWXbSTEOO7VkutlLhTO1r+yi8kmtRUhVSVcqzXu68p2cHFcLA6m+JXbUaWfLgpTWe8fjciqs6z22JPFxwtBak7mpTLVQ/8raYSd3k7USDGnUyFOn8mpDpuoptTeCJOd5VKQfVcfenvTXAzwdVuYqXqtynZT1RQaVwqAFEzx+WDtK/y8PSH4FnHAsr087LXJ+0LFJsz8Xl/ZnZGLz6O9rDaRjJLqtd3k5iOLywAJXUTwJ/cNg2ni/BqNzeqYYXqBpz1wqaEIaERX/StKVg/ZmUALc4LtVKi9fvnzp0qWXXHLJfvvtt88++/z+979fs2bNggULnn/+ecQBP+yww/bdd98rrrhi+vTpK1eudKM493zWleUXDLTvZ16ZApszCaFXVsZxp82kpRlaDjxf+If5RfoJcz4nqtoyPJk5P1xit912C1RQ6ppc0KhA81sksIon+x5vNCp6pwRW0oR8RTqihfKWHsG0jzIZbgRDpqRfmcVe29A1R2MKQ9wM5dciXNXwShqmCJWbEJIVeevKyiqbCJD73x/XpeIhYCpfqW2JlQ0x9KauXxo9s6guZTWpcACPk9fF5J4ZA+h7sewdzTAeCWN0MDQcuixayj9F0iCfhDEs20aq2NGaMCjx0TzkqyLOmQBlwuV8maD9FJnjnUZYEjQRSxPF9zvo2FR0Y0kqrGtwev+0OqF/fh7bYdJuJz9C7+b0yFu52lYIkIvpGcIAhnFRZ1pfKsV9PjaLBY/iVUbL96C96bPerGDdKpWHDRt222234S+RRUJv/fr1tbW1hx56KGXi7a677jp79uyspIcGYIEkv2CI1dmi+4GcVT0Mv0/WZ7lzRn5GOmFQSngvTX9b6Bxur6xIiZcrX1EaI58kFkyaNC/wbrEOrOTQ3dVYi3j/FjSIydsdVNIvhSVKLG1IsOvQJ42GrXLpBgV4WdxbKktdeYvirJlJqh6rBO/lp7W2OXLNnOi/6mJLTC5XisGGcOuSjB3oMit3nhqUqV2DWNWkZSUzoG9JMYA8DyOwjsLoBlwDP5nMRar+pUGYQWC4nUdSfK84ULZOgJIj3RLlK+MZBAmA9IrMWVkXhAo8j3dlDaGAZX1ULNjc7/Bxu31hFCfoYDyY2qB+2Mb1ENUljUlFLpW5sTqXpAKwojHCDv8wX/uaMnSMppwMXVlIaMDqWx4mBIXK61apPHDgwKOOOoqb8txzz/Xr12/48OHI2XnnnTl/6NCh2H7mx7wn+KiG3CWFTyPsUXL6VWYHbzI8VBmMcGgPvJfmjcfPW+zB+wFjGJKR/EgJD/MRAZADNqU3JG24HoJBQU7qY7Ww3CoA9IhtQj8/ebWGFKsoCwHwWk1qzpptkvHSDQrwBl3ZhQI5LGUpHRzam/xsCEBOjk69nZHnlsdxCEcvPvWFSXomb7LwK7fLqQCQVVdmJHpCkayB9lmMgTtqk5u+kiSjLQFKuWKaZtqUzdpW31s/c+sSsl5G6CeEX5VwwYNC9tDKzEmacaUTbPGGy0g6zwl36jY2scVLa1wGpoRiLXhsaeySWZ2Xz+68aX6Uo8tM3dhlEKJSbg7YeCttCUUulZUVoeSMMtU8vyJOl6K6xRWRZf2npRFO8VcnLzy33vRfRTjIbpXKksS3334bhuvzzjuPNrL69OnDb5Hu7PQ3YXOZIAl2TcSanedTfOiwV8sl87pMpxXvGqSfsAKJ7wkDUp9nFTD/j0cccYR/YEAaB6dxrpRo5W4oaSEebZQFkcbWAMQnGcCVVyEeJamKbgFsM2odEx9mSePtsJikZBGZpoFnnCuBVp5Xzqo56cIAn5b+M65Chn75cB1SbkvTW4/vh/U2HU/WHIQEkTC8nycz3dI1poNVZANvEkKNh5vEA/Osm/+j3KwF5316nwE5+vrPy6N6hxpjwElikJZb7NhYWVyX8N5/4bGwNj1LYOn24NLY/ocYehP4ZzTFdJsB8nn+IXrw2UA/xsCRnwq80pQPTDmUT2XpL8Q8f+TeNh5ZqkfSHoqBsgZFox5YEsNqaZW2AZQL5dLjVflKafUfdKbNhRhZtmek8j/+8Y8//vGPP/zhD0899dTKykoQJMUw4pxJIU3kYuMZPtv4TZw4kZcwcOGWbnJ4yzHSJkyYwPdwPfXUUzNmzCA877777odT3qR0/bJ5jzyW0jsXVlXPmHTnonT4fqDamPYQnfXMfa01a6nI4jefrl04k9JVn723amoK1Zw5c92ouvbqq+KdW2HnxHzhQdUbb7xBaOfOdUVFDRw1ahQg/aOi7fO2+ho0kKrA38l3XOPNK4S/4AbizjhQ9crTT1JxBdXUB69BA+kV8Qqa4ur2+KI3zLwC2xe+llIQs6ICWpyA4h7E+GSq8Aqo5vxj0pTaGLyv3VDBKYl5BUnMPYjJCx/Dqo+7PgZJ1ZP3drlGT7z5aqWB1FhGhSqAintw9hwwy28DB3/hYGDjBiINVHPeV6kCE9y+dthp/HyiRraThxQPHJiL/aOi6GAKVQ/e6PCKQpEQ22mFwbxCA9GDr7/xBkW31qmCZCInPlC1Jh1F3SdV7zw96ZWk7URShf1L/RNVerC1I/LGlFQPTquPg6rf3/84wRAqFnXEK7KKg6pVq9bSOuDyh/62etbMpuEHoZT8GGg4z25OOOYBfb5KH0LwaODKqW++n7z8mGcGeKq7fe2o/fZ77qGpD9soCtt5vtLZTo3F36y8AowyBuXAkZOMNyoShDqvgB8bT0oDp0y45oY5bWQJ8OBVoAZiuc8zAw6uSl4tnvrerbfe+vTTT6O7L7jgAmZO9yRK6uvrZU2wHn/wwQd+HTFlSd/pxx9//Mknnzz77LPPPfdcFGpoaIB4fvjhhw844ADCccYZZ5x55pmnnHIKPUaj0dGjR0OEVFRU+K7EC/C5ddF/rU2pCFceUr5XvxJA37Gkc2Vj5Es7lYw7oByP2PS6YbZY8Hvhc959Y8+SM/ZwCuo/WMPmJE9Y3vpf5YPLnbq6+XfRjE5p16LadxkYuf4glZ8PrIj+ZI+yXfo6RI6b2ckL9sN2Kzl/33KERJ62IUO1cmtIaWnkB/uUTl6pWt7c4L3z+1REJhyRIvXCaaTiZpQY0DcypDKC7Vvj78KRZSMHpVafty7qrEqDDRsUuebACiA0ljptv9LRu5bRK/nBGIHP+WLpV4emgAEAH4XfT/f78ZSVRe7/f2pHwIapWBrQJfcdVVFm+nweXBmdazrCayRVydxrcOTKEV21/2FeZ52w5SrA+uPt/698YCZN9yyLIob2mH1KfzAsxZAbFnRWb1KLHrtHCe5b475QXuPjvG5kRUlJ5NOG2JNLg31FpSWRSw8u27d/l77xSnXszdXZkfzuoLIRA0vhpnDt56m+4y/n7doYlOMfiQGOy79x0yiRfe2h5TtURK6aFcUoG75D5NoDu/jJ7YJd+ox9yo4c0kUVvfrtZ52KEZuLyMTgfpFbD0mhxfrgoumdukmA4a8YVb53f+dDuXZeJ04WFe1vvyGRy75k4BUIBrtkVNoCNWGHfpHb0ly9f0UUsWW4oiH9IzePStEGjRFa4pQpU8rLzTM8l8qaKCkpIZ3KG1L9Sryhc3/77LPPQiT/+te/JpEMhFgHYGuZ3bvI+evggx0FokA/eYyP94fqO5za2GrNN+L5pEFuUShFNqSNhG4mOwU+6yPpZDDuKZusxoIYvUZrqnRHooI4hI2r7u5Y6FxCAIsZi2S8rU9Ge/Boo1I19gKWpi17yqsQj5jsaA6Cuc/o7IGzam4i2SFeOG5JjmF2M2IjCuUZquwW7EzJrriYeTd5+b/fZD2MIfXewYQhnVMYEgnF3CdfZU0rHs6BKAdyxQCOHPKfYAMvcvS2IBPOjx4BZLAZ8fZGZw8ARpqgP/Tp05n3KOsO7UacFBLkQ3Eu4Lk1jqc11mRYX9ZkUiLHAuaKl9fHaOH76Vtv6tXh3jDIGPkdEgFA7kckAxiHC/gY4ToceOoSH4amcNgWxbnBANqjWcoRGKYFrfO/bcGlQiQ4DBF2H+A3KjHQzgJbv+SrbkjnKvwDkVhVVfXII49ACf72t78NFZnKDho06PTTT4eo3nvvvXfZZReYFHBEav/99w+EORCwlMo002EkU2gCzO8YVAPLSwK5eqF2t+kMXxjuuqEfpPIXBwSi1AxM5v0P62KvrI4PHxQZtWPp99N6iV5gM4ZwxveWAlFGLGBeSs5l4MMfF0a/u0fGco2O0Bi9xvQaKWeVKWyFG7B3PmjD1vyAspJw5y+lB5PcxoMsNG3+pmiRHl5SlhtJlS6jAPA+JqdgKKvoAxPrkD5dWjDaq1yyREUQ3kuCMR63b48BPBKQFnAaGF7p1I5REHQ2hLPYyEEZ6GkTVwot5UsjaAhv/bCyRPR6VfyrQ0sDndTi4sqJL+nDzzB6gmK2zxBSubY1csuiznUtDqzirSl5Pqs5sSR9E2JpeR9cfnr8Ll2GE5Sdngyspt9iks13PoPGv6+OfXXnxL79S/SVUAacCEGT9btVCnbzo3G5Bhow2H3GRciRYFruwySDWBSK6kILZX0jNccafRbvVqn83nvv4TQUNpXxY/puvPHGsWPHbtq0CaHAEWAETtqXXnopv/WfwFwG/vr5SalM0wei5PN3sHBT4sghJRzj2g9CwLhJLBxn5P6W4sEnWiPY8ccfj/xFrc5xT+iIa5vjXx5Y8qWBGXKUC6Y3xzkjlZA+xsjCxMGmSyzMn12RYfHDBAr2uq1tVdTJZ6xv8vjDNt6AsmAEcO3yCgQ5T0FCG1yD0sXkKymh0+8z/lVcRvUYIBnQmQ97HfltfIRDupwdnXNoRiW+EXv3plVdoH7JrNx5QpQGWtVhbYFeDvRTbo8G2RTdQt7XYpTKCE3F48JYI2bMJ1bH3IaVsQhn0ufKs4H0FmQYPYHgJ1igNGSafEkkA1hxGZPn2aTlE72J87WKVJ6fjIPhdF/mL1CwZfh8vZQMnpqJw/DEn59PRdyAoluy3KRytx0ixdcOFzzoYFPrMqY7tJ6W7zTTdgszMirpVqmMUCn4ZdSffvB4lQbJ8u/cTfFDdjBLJqVkh1ij0kl2XAjPMLifEds/QYPwuY18GalfN2FxpSESa4Qy+s7GuJtUbpbqoagG5yDxhvYE8XVOrsrQG3mNQiUwvGHWNh7MFSgLmMRR6eER6MphqmgQgUTkPIWvwCj8qA4pibNasJXwXtK30w/FyaM7XStKt+gKikbOmNkQxzmBEvPSUjmEYqo4A7Ncl+618ioeJswtNBUDILGoLlGeoXPKl15p9DKsuDukfTikBPUohmBz79dljAIJrGj2buMdRapanHVV3/RUhIXghuS2uvKRADLrdyUJ8J9m24D3usc/wgJBKooB1+IWM44B8phInl9IrEn7mjBmZQLk/O5JpL+d7qmtkLXMgrYn5l+PquQajb5gKZVXtSaw2exn1pBVuM2M0hLemCf1Ef7k2PeVyuiiekMAICLPbTMSb9nQivgbjdkifqzfkpB8k23vhjQpo0oEeZ/1Ngu2yyUKBp58VLCJlRv277sWbQoYPSrHljzCI+jF4dKvRL12i9ZilMqY2Y1iT6/ILWf9ppSDgs/hI/Eo0Zj5CDIv4EBeNuZJfGo6tFyRIUrcxqZSGWT5f2pcOxqUyPO1bjjRm8AzvalLus/bFKe1IMfI43rlyo8zc0/QxjZWA0EtH7lXHQgDWGqkUDkGFghnUGBcUAFPAp0M6jI+uRMUbY7w249Uht/K/OT1q1k5IqULSeUN4uQl7o1fEtxTiXw99KplSAR9sazD+8lZvHgxDAMSEt83bs6QOZz2CGxEe2NQgl/w4aEK455bG7muwiVIUBkPXmetVAYSkWIYA08+KnikrdttUc9FpGqITOXsI4MZE42rF8tdWMDoF0ZRQcVOTpmBThgbCQAfIDnwKsQOC7alpWhhf0YeYrrrk5GGvGcyJcDMxGStxfsLlzhlACKJFr2Jx8+E6xC0BQKQ3yHlhPOTkNUZ07QoDLeENSIsUCZkodH65RHyPe+U4AjffzTzNWrBkh3kYabNe41+EG4/UhmGSmy1+mmznEdo40peiwYJp189lBUtpjajPUr6uEoPkawIPQBwdBub3wrAv2u75DSEDcsbdshU4PHoBCJORO5dGvVjGMj90jqdAP85JLfCSWVMtRzAQRqmoMMxl3RKMnVl/X1GjvRXxwupVGXAmR6+POZMxWTtJsmahTM5YzIq0PzWZ4LuYA6xw4KvEC7BXAvbwMFz4q1bW7hIgRK1glf+pbI3MRS2DDBoGmYJ4w+9iXw49P5lVZQWTEvStymAJ4qzvZyIjNjCZZJ1XVkphkNV6FLGz0M68BeaANgyjdGHUC++IMy0hSbAiH/7kcqbtkRWa7LK2GY5oshTRnHaZI9KY3G3TIqcIN/CRCxP3UH45WLNk5h1D2d8W+R6g6F+55LO19NxKHmTSRanNETdY2uiNdpZUh0SObh40ZjfPZkkt0LrFnwbYIZU9q0rK5Op3mSsyaQkDjohKhZvRXXm6hQ7OeXnrisDD0mOcJZD6RJcLzYLaG5lzyNuRfck6tKUQOMxOrSHIIODhGcVG6h0dk3iD7OjD6+KyhtTGAPVblzHhyBMKUJhW5QQkgpMkTzyJppkhceRubyTPd39oL+8yzXv9Xoj3E6kMuZELEUxAPyoU1IqAx4fhKIsYpIN8eOjz1xWTljIxFiFuZjfhk4sXl0lhzrjca6ejSVuWdi5uinyzro4yQkPqfxeTWxmtV96sm48MxmFSFAr/HSusXa62Af8V3rWQ8xLSSyt2Ub8yKwXHraBnKIRNk7pI6MCgSp0Eygycwm3yW1paY9gU1nf+GQAj8TMtC4IGHmTBCnxbm3xQJiXV+zih9Gdr6Uwy1R9pDPNHAQQOVgCzsrcqMbZNoZEQooimZ9jmva8M6/byBFloYrTAvTV6tiEpV1H/hU3i0LVncQLqeH2w2zD0SHdYAqUv51IZQrUjGl3YWsWiYqRADD+4erydQi2lo+fvu0nQ0lTDdKwFrrOh556wVh2Vl3i5vlRHLLED1/bi+sdK5uHPzCEt/9fvqY2/zVKSNpoELZS+TJ7mmyPur1anpFTsEgPL72gAoxHnrKRDqSmLHv/JXn9Boq76ZcdXRNXV/0eEqILyEdqRnM83A7L8oYEW+DlMTy6Ji+o2cAHpb5A2MXPzXXOF5ZMoIa0/u2xEkJvZhbKeKrPdEctUJxqstgHWhpmUNmND/BFnbg6+sbqOLygeQFntAl1I1GpqmB0fOEF80xbaGK2K6kMZi3MdIPS2ccXRtErSC/l2hy9iM8cfX6Urt2ERJ6d9YlWBzv0v3+rZyIHu5tSh55W7dxyuE0MTmNzZCa1wkO1lcB6mkRmh1yOJYE8pLLUlWVaR0450tnezUHXWPawM36nHLNxk2RQ9HWC9bWgsZasmbOb4orFKGsRAsByDQfzKC21edrQUYzzPnHmDsaU8Iohd5y8r+9xrgG96VGREkikQPvKJJXllooHST376qU1cTLXYWh+nL5It0imLJwmHzduXI/wZzuRynz3+IpsW8vKNIE5hWL65M59fVWuX2W4Udg5de3zrdrkXeomUpZujvMezApxUtkEm8rDJP702liRfOIedPp5Ra0I7bZDEUN1V2oPpVbqx4rd20jwms1dFpigdCqW+fZMO6esTrpWUX4u4TYlZigr2qJFvvdKf1rrnC1BK6Q9kK6NYj87r/IFeAdKiKtuDu0h6uQ7JUPjVOJjFEgq0z56aMNSCM6ELiIXguQLjXFXyPsCA1DagwzcTqQyu0fiXJMu7WRX6NPEymyCXBb3SOtnkBqTsbVlEfbNwSmLF9Zn7GlAr31lZfzZzEwu+3ZNfPzc6IJNcYzkjb7dIRB1SB5rZmzbXILkXOhxQvZMvbiuejJnpH4sfcQYQEnIFVig2RY3LClS3IOqGckoUVw1ZGFNtoPmDOyd8NNGNwy4SANnq+TBIUCSQqmYAdwwFCK/Jrlty3bR3Kuga9+Ax0P/5rvFjNUpDqGZ9mxjiTCZmADRdI+vKAzSwpeB2yn8DfHZdC1vC1+pRw3gId+q5wFWiFfbiVQmZQgMgifXKk8/B908iPtc8/JTXGch/uVKkKpgd5gX1sc+rXUOJvEPcYXw9OHahPHkMa5xhTv3nxbG/rQi+skjN3Ap7wQQ+tHzvJEUw1tSwgJJO0k27VTpTlu6nOZSsmv8SCxIJsYv3QkZoVvi04k3SBUTYB4G8PmN4ovBCZzNIc3ObsSEzn+nFvc3ZNBGwyHQ0e3QtRsL0n0Syqg0QvrMxGdAu1QeONGbHtgUf7rCeflCtnnYgTwo7MFX+Ho+aogrRv4epAe9c9111/UIAduqVIbWKPnVknbEQOZ8T91X327Jl9xSYvbqrl6gjdxhcFBn/kZHZn/W2HXscXpdalJDDOolmT5rsMXBSxY/LCNxTd4xv7rJeehNP/QRlq6KTumfARB7UB22aKtwj5mLdWUkMqSNS63AvSrpNohEoKM46E1IcbkI8GgmYpXLjZJPGzNGgQtp3ZENny++1Ijqo1DYdEqnOyjQ6iDdPY+6MmognB7uSN5jUykYepWptVXNwG6Xx4pThS6a5+n1cT1aeE9Rh97B1Qw9Uvu2KpWfr4qxpRozmoxSuzSLVC4Un9nBhCpQjkVRJg3L59en9o/fS4f+gNJDchdgWJK/knSfZkKX4OInfuitCSz/t0rZFZAP1Vsc47/y85i5UBUx3b+LGQVaQUylEJ3FTgOgUFGdFZqnCUk8X8SQUsC6+RG8mpp5Cohs1z3o1kAufm4O7eH4k5LKMsRMEETwopcfBxtXguDwBYudb8VZwVexngZC0IWgV+gWjuTkBkjh0Hth7tbbKbwICfIO2w/YhED/0ZUMcGyW3/qqZufuF7qcTseq7yvrMOFylIMlugM20G7ZGlnfnliYVotx4xPG+a59S95Pe7FS1WtaHOWJr5PHhRnhSNqeSsF4qItV/w2EfaIvMzRdzGPmau2IXDits7Q0UuZ74boy6fClHD5OV5XlXzglDE6ORajm3sabWY3xE5IXBeLsAMzmxfNTApzl6KCXe7sopIm+Y5ULZgpKqqy//SPEghvzDy4poiK5fM/eleLIr8e37V22Z99O2xhiTVsQkgvXO1nJ9T3lZMXUjQAUIJADzG7I3NCCPXDC4qib9C2c+wks0tKIJ91/mDf44h5dJS8JjMDvGgJ4fvp+VoJEExYJSaz4o82YdCcj7D0JLP91J2r/za/ZCgO4OuCzLocxjXprrpKADW0O/qAmU+pNdiDihMQs07RiQ87Uhq7tDwlQJGmKFG28xrF7KKQbkT0c2kOQQUFJPbYYso5NDkqK2gs37+Okif61h2hv9xeB3lIkP/TO7bff3iPEbJNSeV7yaNCi5tQkSyFEJPugQ0xYEtUmYQckTyFDZG1d6Y/ElenKdToMhHtS5W9mXeKThpg+9c8U3rbVmf5oB373bImhl6Rhwc7F4geDigiNnOLZlrCmSCPPG9odo3dQkyn1JlpHOLPesIIVG91NMqdozNdGboBOzGs9KJXJdpVfV2Ty1tRHK3Mg69jkUKAoksv3zDUaE1gaqYJsHwAAH9dJREFU9iDnjSRtc5k4r+x273Ch27JNSmWKAo1DULTYVJw/iWW4rvzRNRlHjyi/oBtdc9MqL3zKdAdsY19ibYij9PqrRelAhgiFqKDqv9NuOvx2nwPHV/bACtHYhg6DATy/ygpuVMQCUQlTk5VU6k2W5R+kXQ08Ck5vjGOR0bMxUD3I41eIL5vjLZOMKkQCowYfjIdDewicOJMI+4rHFkPWsSmvAJHx40IQ41EEurKVyh788fMKk8Nuu/XMTFssUrmzs/Pee+/9/ve/f/LJJ999991btgin6kwWYl+WpBSsi6RY1HWolkkq8Xl14t2NqpWvI6/qUSZpkdYtKSP2anE1pAKjPypClwAw59JtAdKUrZftPTnwPc5FKjdtNRgMPUyR4RgLXwclTI1PPHTYBrcCYzWZ9bekMcGBkLIC9yAA4sv2rJsizMX57WJ4a2a9msKb4fLkTy7fs3ct2E0vnCLuXfV287YHGVgsUvmRRx7BFdN33nknRPK8efP+9Kc/Kb07tyWlUM5M31cKgNnJdKOrBI+8vCq+YnOGJlpoJ4h/J43YRgdspUVZHxGaGDBLRNAoKrLwtUlZy25/APCi8tBRsrZ3s0kq512fQNzNoN5e1Ju0G/22tog0tguLv49rMr5qI1iPZ9IlZj1IBkL+eVibQxAGy5b31ZlZx6Y8+VO4eR8Gm8IhD8G3bbEIdOUnnniiRygvCqnc0dHxyiuvnHfeeV9O/n73u9+9/vrrra3JaxbSXHmxKnWaaIGQysuSW8uYpNx+0Kf/vDQmHXDyPhErVc+rdxzC8xJbe07SiL1GO+gVi5quKVDo2O4eoabkIpUxO8vPgNiTd2Vl3eaEfiDeuyuoN6HcwA3ic98OqNtEyDbd4cObFXl/C9tDLt+MTg+Mct4BerOOzRbh3ZD3z48Jht0e+/r2lwsH4OkBC24uGEKXLQqpvHTpUsQ2O/TQQ6kZBx98MCQbNGbZqvrNkf80OmeU1wlh3dDm7OR5f39tWyL3L+vy/Cq0VCYjttEBWzbHT3p1i2Oz1UOPtaxf4af4dgaDwx7y/FuI1lVr2wp5nxbr2nHRcjDSqDchlT9tjG3pmUkgGMH+oWs0hvsvmxdIYySfHDHT+Tc3JFnHpgzvlffPj6mCVM7vcoQx954ETnysWNEzM21RSOW6urqKiooddtiBury8vBxpZCpfwOS1cUTbUExSuFRYAdMfq5oj18ztpHBg3WDYQdw4NwdsnTaPHLT03bqYHV3EIjmdeTDN41W9dro379MixGptKFGEGFj/2haM0h7s1V95bC3pwIXIWa/t/uReS4445VnnvH9+3Dqc/8xxCcuoem2icL54WVlaFFFEoChDEkta+/bty9YDUpGG9O0sS0Q+rIkOrczw7apuLVFyJJ6udCLy1IrOb+5aumNFvLOsK7sQqY2bS/qXJvpX5gH3/AZD67asXza0cvvSqnywCiFAKnNjaUVJpCwTA6I5JCp81B0EJB6NDM2sxbs09WbfSAlsm4EKeqMthrdgeHkQVuSd5vJEsL7wQ4A3Tj9jE5vTpck4Ijv1ifYtyZjN/BDgBwb48zL/+Klre4UZUlYyfelSiCH80MZcLXVB2JQhC4MUzCdsZWVlNDN2MHyw+/TpQ3XEkqcrbjtyx9yrvDl3FMWB4ebDvC5XLw4aLRV+OWB70y+ntgW4rL253cxC20Jv5ErjCy+8QCgghmDQzRWdv/JFIZV32WUXrEfg3jVw4ECQDQnd0tKy8847UxMgnt94442ysrKSklSkOn9Ns1CWA5YDlgOWA5YDOXEAWjJEMmuJOeHyV7gopPL+++8PdXn27NnHHnssyJ47dy7+HnjggdSE0tJSvPXXHAtlOWA5YDlgOWA5kE8OdJuWTEQXhVTGLvL3vve9P//5z0OGDIFOfN9995144ons/JVP7m6buLBMufrqq3F4jMm//vrrP/jgA378wQ9+MG7cODyuXLkSB74XL16MqDQ///nPjz/+eIaxiSLhgN6bbr22cePGu+666/PPPx88ePCPf/zjH/7wh0XSBEuGwoFf//rXixYt4kwc8jzzzDPxOGfOHMxma9as2XvvvQFzxBFHMIxNFC0HYLiFMHrnnXfi8Tim0N/85jeQUN1JbVFIZTT4/PPPBy+uuOIK2Aq++c1vXnTRRd3JhWKuCyL22muvVShcvXo1vpVvf/vblE8fTXt7++WXX3700UdDhGMq/+Mf/wjZjGNmSln72IMc0HvTrddgN7vmmmt23XXXRx99dNWqVbjqdejQodzjPdgEW7XCAfQUxiMWyjzW+vXrBxgsqq688kosp8aMGfPuu+9eddVVjz322PDhw5Xi9rHYOMAhrUAYZlGEtLr44ou7k8iiOBmFBsMHG5IY6uBrr732+9//vpvXJt3J8UB1TZo0CTFVlHCs2Hdfu3btiBEjYFqgX//+/YH2X//6F7zZAT9s2LCTTjoJM/jzzz8fqDoLXFAOGHvTrddmzZq1bNmySy+9dI899sDOzo9+9KNnn322oORZ5OE4UFNTg6XVyJEj08NxCO24/fOf/4QMxg0HGL9nnXUWBuzkyZPDVWFLdRsH/IS0KjQxxSKVC93ObRT/tGnTbrrpprFjx0q/fIhkCOa99tpLadT8+fMPOuggbAFQ/iGHHIKtegXGPvYgB4y96dZryN93331hu+behJDG7N+D9NuqjRyAJQPK8U477aS8RQ9yZCS8QtqOR4VFRfjoJ6RVocm2UrnQHM4J//3333/kkUdKkQx0mAXgEAi7ymmnnfbf//3ff/vb3wgAcVfYcR1gmCbgyq4cOcuJGls4Nw4Ye9PYa9jN0fPRy/X19bmRYEvnnwMYjwMGDPjDH/5w6qmnwpnj1VdfpTrQWXI8YgNCj4yUf2osxtw4gD7yE9Iqt0qylC6WfeUsZG7Xr9etW3f22WcrTTzssMPgt6Vk0iM2seCXjk0siGT4mOCuLRiuf/GLX+CvdN8nv0HM70qEFiNOm5kvDgTtTbdeQ770/OTezBedFk9QDhh7FhowzNQYZccdd9wvf/nL6dOnY+0Fe9V3v/tdvWeRE7RSC9/NHEAfKRMmtlPRv91JhpXK3cltc13YBtYvJ/E4DHbOOedgl5H2kuHbiXPef/3rXyGV8fXIYU9fkpTT5uptbl45ELQ30dHGXlPmAtubee2lMMjcehYKMTYjycML47G6uvqll16CVNbHI3LCVGzLdCMHMB4V+6IMadU9hFip3D189qoFK2t9k9ijAKKpkEgmGEwE2G7EpwN/XWnhRBq7krzN7IHQvsojB4L2JkLo6L2G1Try6eA+0UYw+uZlHim3qLw54NGzJJKpOMbjlClTkFZ6tqGhATneVdi3Pc4B9BFWwG4hrbqHPLuv3D18zmct11133fjx4xkj3BMgj7EMh6sXHEx4oQfXklGjRjGYTRQnB7ATYew15GPDsrm5mchGbx5wwAEeFpTibF1voOpXv/oVjrdyS+GUt88+++ARPSjdu5BGDoPZRHFygENaEXlKSKvuodlK5e7hcz5rwXnujz76CFYy2Mree+89eHv99Kc/RQXf+MY3YK/GbjQ2wBCj9P3334fzdj4rtrgKwIGvf/3rxl7Digpi+NZbb62qqvr4448Rj9dGESkA+/OAEuPuH//4B4JOYDzi7BPuhofDB/DidOL69esnTpyI/KeeemrhwoWI9pOH+iyKQnIA6g2FtFqwYAGiC/RISKsSaT1DY+EoiKBRitNvIZlgcWfnwJtvvonFuIzthVPdTz/9NEb77rvvjjAF+IwIC6JE3XPPPXABg6nz3HPP/c53vpMdu4XoXg7ovenWaxzba9CgQRDJZ5xxRvdSamvzywGsjDE8m5qaYL7GuKPIwSiM2F5w/oJ7Jg6dI7YXzlP4xWjheo4DMDfihAsCv3BIq3w5BGDz0Y/90krlnut8W7PlgOWA5YDlQK/hgE+pbC3YveaLsA21HLAcsBywHCh6DlipXPRdZAm0HLAcsBywHOg1HLBSudd0tW2o5YDlgOWA5UDRc8BK5aLvIkug5YDlgOWA5UCv4YCVyr2mq21DLQcsBywHLAeKngNWKhd9F1kCtzUO4AgTrtGkHw6n4agMThvn67Qh7g2kmOfgCo5O4UryE088EafjUEVoPiHkJ07cBip+ySWX6GFis2LYvHkzuIETRFkhLYDlQK/lgI242Wu73ja8UBzA+QcIzpNPPhkVIBLqvHnzEItgw4YNv/3tb3Ov8oEHHoAMRuARiPlrrrkGYd0effRRRAG75ZZbEGwAS4EQVeCaIwj1U045xX9ZtNE/MEPibiWw5S9/+cvll1/OmTZhOWA5IDlgdWXJDZu2HMgPBxAYeUjyhysNTjjhhGuvvRZRn1asWJEjdsSHgowfPXo08MyaNQvBHS+99FJEqEDYClxY8uyzz4bDny893k/tkMoffvjhmjVr/ABbGMuBXsgBqyv3wk63Te5uDiCoE2QnouZ94QtfQMCgSZMm4QID2J+hOyJe44UXXgi5iOhd0LBxRy8Rd/311+MOkssuu0zSCtH+rW99i24cQfTsfffdFxeQEMAhhxwCtLinRN6UgDhit99+u8SA9M+SP86kWGN4hJ6NgHG77bbbc889h3iuuE0Bl6bA4Py1r32NgJEPwY8qjj/+eA63HrQ5IO/oo4+Gdv6b3/yGabAJywHLAeaA1ZWZFTZhOVBADuy3336wM6MCyDYIQphwIUR/97vfIY2g5bBI44JeRDUnCrD/OnXqVGwYS4IguT/55BNcvE2ZuJ4ddwgyAGKsAkAJoAtB+6L2+8lPfsKlkAAMRC+uygEg/kIwgzCEh0QUyTFjxuAelM8++wxgb731FkzlF110Ef5iWYBYkoQkRHNwJzEie0sabNpywHKAOWClMrPCJiwHCsgBhNJta2tDBbhQCC5aUG2hlUISf/nLX8YdBsiHXRrqLxRopP/9739DygJGEoSdaVwwB/2YMuGiVVFRwQCUVq5nh7AnQ7r8q1w8BRjor6WlpYDBbjGkLHRpaPDYsYZVHGoxGcbhDobLTpAPmzxkM/5S1SGagyYghDvawsTbhOWA5QBzwFqwmRU2YTlQQA5A/YW9GhUcc8wxM2fOxFVCuNoLO81r164dMWIE8nHNH+4awU1fcObCBUTYjVaoIT2YTdYQ81IGUxoiVpYCHtwhJnOQxg1jZ511lpJJj/COxt2RI0eO5Le4HvTJJ5/EI0gFYZQP4Y3FBKVDNIeaAAv5wIEDuSKbsBywHCAOWKlsvwTLge7gADyz6GovyON//vOfODH11a9+9ZxzzpkwYQJXD3UZRmzI488//xz6KOdTgtyeodTSI3RZuvyVHklmQ8OWpeAFJkUsvcINVBJGpnW3L+RwvfIt7W2jbIjmcBNk1TZtOWA5QBywFmz7JVgOFJwD2A/GNjAuxkZNcKT61a9+hY1bbBvj4j9ozCztIKqXLl2K/V1oovC0UsgiicuHfaFbY6Maqi2BzZ49G/cxK9ZpmKahfys/XSqT3AUeGLGhyMKQzlXD5RtE4hF+avAAp3wQvGTJEkqHaE5jYyPKKgsIwmb/Wg5YDlipbL8By4E8cwBCC1vIsNDiBwM1nLngCH366aeTeIPk++ijj5AP7fmmm25qaWnBDjFRgM1ayFocHaazTwpZeAuT7/LlyykfkBDDt956a1VVFZynUApe3EoRn48whmOXF/vW8Xgcm8fw9sLhJYQref7552FRJ+8w7DFja/ntt9/GlvCDDz6IxQQhD9Ec3CeNhQLZ831SaMEsB3oPB6wFu/f0tW1pN3EAqudjyR/qgxMWnJvgP8VHnuDqBav1z3/+c3h7QQRCJ4a9mimD+RqqqjEYCNDikBL2pOEjBng83njjjXfdddcvf/lLqL9nn302VG3GEyjxla98BQo6iLz//vux6wzr9J///GcsKeA3fsMNN+AtsEHR37Rp01//+lco60jD7YuqCNEctBem9UAUWmDLgd7DgRLlKAXCA+FUJZvUeg8jbEstB4qBA5Dm0KFvvvlmIzF4hRPMUGHLy7eN9bTeHHi9wWsMu9HDhw83ttFmWg5srxzASnrUqFFZW2ct2FlZZAEsB7qDA9hRhsv0yy+/7BH5EiZrGK5hRu4OgnKrw605r732GvRsK5Jz464tvT1zwErl7bl3bdu2IQ5Mnz79jjvuQOCOo446yoNsBB6BgxVvRXtA9uwrY3OgKCNqCpzdepY2W7vlQDFzwFqwi7l3LG2WA5YDlgOWA9sJB6wFezvpSNsMywHLAcsBy4HewwFrwe49fW1bajlgOWA5YDlQ7BwweHJCyy52qi19lgOWA5YDlgOWA9sUB3zKVnVfeZtqoyXWcsBywHLAcsByYLvigLVgb1fdaRtjOWA5YDlgObBNc8BK5W26+yzxlgOWA5YDlgPbFQesVN6uutM2xnLAcsBywHJgm+aAlcrbdPdZ4i0HLAcsBywHtisOGHywt6v22cZYDlgOWA5YDuTGgVgshktTFi1ahDtLykrL4om4vCsBrsXOndmJyHac/7cHKyMlCVwK45uRCdzxNnrMfuf876GVlcHkrPXB9s1kC2g5YDlgOdD7OACRjDipCPL6gx/8YMcdd/R5vGc749MHC1qG71BWXl5aEsESxGkcEpltTEBo43/8hzVLNBrfsK5p0sTPWqo3/+nRMZWVFZnAXk9WKntxx76zHLAcsBzo5RyYPXs2bvU++6dnV/SpgEjunVL57582jhxeUVZa4ohlXKPqXKUK64DzQ5oSjkiGUHakciQWS8Ti8baO6K3j3/7WITudf+F/+f+KgmnW/vFaSMsBywHLAcuBbZ0DUJTnzZuH+wejsWhJ1JFHSYHk/CVRRA0kgzZJ7O0yv35zfFNHvDTZ/FJIZvySyjIa27CxduguuxI7krpyIh6JxOPxWDzRES05cszIVx/7+H9+dRiuLff5MVip7JNRFsxywHLAcqDXcQBSubOzc8iQIdFoFI135K4jkZ2fFMyQyj2Y37Ri1vyWHb562BdY7uWdntYt8Y5ONN9pJpRk4gE40Fi/cdy537tr4uSddnXuC0e9kNPQlfFPNBbZ0pkYMmxwdUMCQtq/VLY+2Mnvy/6xHLAcsBywHNA40N7eDkFTXl4O8YwfZDP/OpNPNXNePPfI/gMGDOjfv/+J177SGo1SPgHLIoXLX/baeaOPeakxSU+B6m3vTGyNxbdG8TexBf9F41uiUIUTj/7pjxs3rH94wk2Uk3yVABjebo1FANAZLynvX9nW1qax1jXD6squrLEvLAcsBywHejMHII8hgyGSwQQk8NfRFPFLuiNDM2xd8NR+x/4m8uPb/jXpuM4VH//93frNsXhFhm3b4R/DOw/iFzq/bsG7ry6o+NEPvzEwia28YmjkoEEl0VhMIEcyNP5MNA4ekrKOrgxF2Pk5GvO8mR+/++qzePhoyivHjj7t8GOOczRlR2OOxOIwYifaO2HHjpT1qwD3wEyHcz5+Vir7YJIFsRywHLAc6K0cgOm1tbV18ODBECrOCSj8UuKl452HfxOJ/N/sB3+5B6TR3vsfflxJiSOG+Je053bB5y2/+tMJF18SOey7xx7S18EJiZfcyY2jaiweysvzX+/WKBTlSBmkalKwQjzDKv3hm5MPPPxoatWHb08e+V/fKC0rAy3xCFy9Ils745s74linlAU8GWWlMn8oNmE5YDlgOWA5oHIAUhnCuL29DQofpVMQWxa9+kRk7AOn79Tesamzs6LCcPgnkWh9/cpffHbEr4+tn3TuzW9FIsc89tGDe81/5IT/fQBILnzgjStOHZXEtmXac/eMvdjJjETG/uWN8SeP2gmpZZOvu2rWYTd8d+tvx168MBI58dLH7h43unLZc1+/5CO8/fYeOx849q7J9/0E8i8yuHPB1Ccu/n4K7K6LTsARri010+656uoH3kLRyNi737nvxyPcFNas+Zu3ljRs7sTBKMfhC7pz8s9PLrqNlN+k83WktbMkDjM35LWzqewIZjiINbXHy4MciwKpViqDCfZnOWA5YDlgOWDmACzYkEGwx0Iqk2CGVHJs2Js2bYhE9t349mUn3PD0IpQdPeGVW08ZNTSpTiZNuY7T09bmmqkTL5468dQrnnv5zDev/Pm5Xzs0Ejn14RefqX3hjGsu/MvJJ9w9om/JvMcvGHv9lP97+JUfHVw5bdId/3vSoRPemXvK/gPbm+umTrzwhIkj/vDYM3uufOb8G859fczCH+55xPijI9d/8tXbH/u/EbvtVbF1a2d018jUK076/ojxjz+7x8qnz7/+3OO/s+CHB5R/OnHsA2+d+vJHk4Y0Lm/otxOOXJP0TdHvqL1MJ7lxJdtlym/dUl7bGndU5aQVmoSxU17jGXJQCwSzY8HeGo8mImUBpbL19tKYajMsBywHLAcsB9IcIP3Y0Q67LNiOONpcNeuTSOTp66d8/Y6P5n7+/u2/qBr3g59OrXO2nx3hlRRzKLJ1UyRy1oR5d59/5GHf/NHZoyORX7yz6J4TDj/q9HP+EInUwLE5smXRX6+fcvQVL/9u9Khhww74wWVXnRWJPPvhyiSezZHI0Y9/NPnn3zzqhDN/AWNxa1tHpO8+Xx97aiQy6MCjjzp4xLBkbQD7KoGNPuN/HLCOLcjvdP4sWra+ddjBRx3+BSf+CX5JeBanXXR658NagH1htCnhrEcgvJ2/8WSaciid/AveOJHOIJ5RXUV5WXlAC7aVyk5f2J/lgOWA5YDlgJEDilSGfHKEW2npwN2/PAIC98Hbvjtqz0FD9vvxb66ECJy3tt15i18KCv9Ejj5oxEAqFWmNHL3/8Epnfzpe4uwJVyA/FoOD8ictTkHkl5bufvh3Ip98urgNzw78947eszKZXzoIBZJ4oltRoqQkRvA4Pgyw7wOM6gVY8kWfr1305sXfWXTZj781Yr+THv90TRp/ijIHGL80nagi+Zj8q+X3LS/tW1FaSX8rkC5z/uvj/FfZN/nXSSO/JAlZUlFR2qe8DP8h8ghAjYx1y7QWbDfO2HzLAcsBywHLAThPORZsCC2IZ0duJX8OXwbvMjISqW/ailfOY/8dj4E4BFA6XAYMuY4URWY0dVoXsbEiTUkJ67xw3jhIy/vClfqY3XZM4Yk0LH47cuBVX94Br5LwcXpRWtrqlHLwxxHPBOk+qRIElsAL5JaVQjkncd136EH/99eq8+uXPXvDcePPuuUrSx85OOkdhhY4BKd/STqdB498RwBDwCbjh0BuAxhW6sdu/OWqhZ8n9e6S3ff98vk3/a2krBw6MmzX2F2OJdXlPuUlFdaCnWa1/ddywHLAcsByIFcOQCpD3uGv8ivrf9AZvz3wrSvven91SySy+d9/f3Bq5Nhjv7STIzaTP/h/oQgEWUmpUxR5SfFdSvnlZY5UdvKB57IDp46/5J+LaqJbmme8+OhEqODHfkmDdzyggQn5ex14SCTy1qqV9Vu2bElixptklU4ZB2+S3i2fvvjijLV1fYYOO2CPAyORgYPKHXr4ly5QlqIn/cKYX1lRVtkHpmicciqvhH7cp6xf3z6n/s8VW1obOzbhv4ZT/+fK/v369gOM819FZd8KUq/7VJQFlcpWV871k7XlLQcsBywHtmMO9OnTxxF2SS0Vf/FjnfK4q567s3nUz77+ZrL5X3vswye+srNjrWXtMwEFthQKdDl5aJeXDY5AakP+OZFJoNnuUF5e0adP5Ljfv/RQ53kXfOdIYuP4v33yq6/sjHS/frs72ncSHju0O0Ahr6wEPcOO/N64kXf8+juHRyI3L914PoEBUQW085gDVgmpWFHR+vm4c8cRysj4SX8dMdA5MpVU9VO6sqAzSz5kbV/Yo53CWGQ4xfH//gceetLZ496YNOG4034x4vCvIAcIQULS1Ssec1YRif59yvr0C2bBtrdTpPrM/mM5YDlgOWA5IDkACYOrG5cuXfrFL35x0KBBJJ51qda0YUM7nK92GT6owhFX+DmiSfwcUZb8eed3tLZ2RKOVA3fs5wtPtKmptbxy4MBKx8Duhj+aRNp3wGDpceUB74ZnwidlX9gZq5PUrjPAUCWq7WhvvfXCUy+9+9mBO+xEDl6wXqP9dDtF+5bOxpb2WbOqbvzhwKFDh3K9VIvbX6sru3HG5lsOWA5YDlgO4PojJ5QlRHLfvn1JaVakS+V++xGblHyWwT7zKysrA+GprKTQXl77wdCaU0BireCTHkn/wP6lA/qj9VCUI45N3pHJwBgZMHDgTY/9o7L/AMfpGk7ajqLsOGAjzJgT1austLG5bfhAuIgzFdm/KCuVs/PIQlgOWA5YDvRCDkB6Ibr14sWL999/f0jlfv36wXzdC/mAJg/dMbHDYMd1zTHIk0hO6sqQzYMHD4BlwLkoKqksO4I57kjleCzSp6K8AoK87vP+/ccqSwEPNlqp7MEc+8pywHLAcqBXcwC7s9CVV65cueeee/ZakYwvYLdhkcEDHHkMwexIZZcfRDL9B8EcjyXKNsUjDUuGDWinbXWXQmq2lcoqR+yz5YDlgOWA5QBxAEbbE0888eGHH16yZMmYMWOwwQzXq17InJ13ipS5RBU1cqNza+eapVXT3369buWC888/37F9+/5Zby/frLKAlgOWA5YDvY8DuBsYuvLkyZOrq6uR7n0MCNlimBaGDRt26qmn7rfffoHMDFYqh+S4LWY5YDlgOdBLOAC/p87OTkjlpqamXiuYIVn9tx3AQ4YM2W233WC79r+jTJ+Tlcq9ZFjZZloOWA5YDuTEAchm/HJC0ZsKQxgHlcfEnt64Q9CbPgzbVssBywHLgfxwILSYyU/1vQZLL3Vz7zX9axtqOWA5YDlgObAtccBK5W2ptyytlgOWA5YDlgPbNwesVN6++9e2znLAcsBywHJgW+LA/wftk40nwFjXfgAAAABJRU5ErkJggg==&#8221; alt=&#8221;" /></p>
]]></content:encoded>
			<wfw:commentRss>http://blog.arboroia.com/2011/06/10/final-geography-review/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Tracking My Study: Physics</title>
		<link>http://blog.arboroia.com/2011/05/16/tracking-my-study-physics/</link>
		<comments>http://blog.arboroia.com/2011/05/16/tracking-my-study-physics/#comments</comments>
		<pubDate>Mon, 16 May 2011 23:23:45 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://blog.arboroia.com/?p=30</guid>
		<description><![CDATA[Today , I&#8217;ll post my Physics statistics. Explanations as in previous posts Total Electronic Study Time 44.3 Hours [this is time spent looking at questions on flashcards, but not the time seeing the answers] Card Maturity Mature cards: 635 (91.2%) Young cards: 61 (8.8%) Unseen cards: 0 (0.0%) Average interval: 118.2 days [this is average [...]]]></description>
			<content:encoded><![CDATA[<p>Today , I&#8217;ll post my Physics statistics. Explanations as in previous posts</p>
<p><strong>Total Electronic Study Time</strong></p>
<p>44.3 Hours <em>[this is time spent looking at questions on flashcards, but not the time seeing the answers]</em></p>
<p><strong>Card Maturity</strong><br />
Mature cards: 635 (91.2%)<br />
Young cards: 61 (8.8%)<br />
Unseen cards: 0 (0.0%)<br />
Average interval: 118.2 days <em>[this is average time between seeing each flashcard - an achievement after 8 months of use! This average means I won't ever need to see around 70% of the flashcards before the leaving certificate]</em></p>
<p><strong>Correct Answers</strong><br />
Mature cards: 95.0% (1285 of 1352)<br />
Young cards: 92.0% (3017 of 3278)<br />
First-seen cards: 74.9% (524 of 700)</p>
<p><strong>Total Study Time </strong><em>[again, the huge spike was the mocks <img src='http://blog.arboroia.com/wp-includes/images/smilies/icon_razz.gif' alt=':P' class='wp-smiley' />  ]</em></p>
<p><!-- p, li { white-space: pre-wrap; } --><img src="data:image/png;base64,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" alt="" /></p>
]]></content:encoded>
			<wfw:commentRss>http://blog.arboroia.com/2011/05/16/tracking-my-study-physics/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Leaving Cert Nears&#8230;</title>
		<link>http://blog.arboroia.com/2011/05/12/leaving-cert-nears/</link>
		<comments>http://blog.arboroia.com/2011/05/12/leaving-cert-nears/#comments</comments>
		<pubDate>Thu, 12 May 2011 22:32:09 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://blog.arboroia.com/?p=25</guid>
		<description><![CDATA[Hi, after a really long hiatus, I shall start blogging again. It will begin with at least the daily statistics of my study patterns. The Idea of this is to keep track of how much I study through the electronic medium, and how good a predictor these results are for the leaving certificate after approximately [...]]]></description>
			<content:encoded><![CDATA[<p>Hi, after a really long hiatus, I shall start blogging again. It will begin with at least the daily statistics of my study patterns.</p>
<p>The Idea of this is to keep track of how much I study through the electronic medium, and how good a predictor these results are for the leaving certificate after approximately 8 months of electronic collection. It works on the basis of S.R.S. [Spaced Repetition System], which shows me flashcards when I am most likely to forget that fact.</p>
<p>Today I&#8217;ll post about geography (my second worst subject after English!). [All of these stats come from Anki by the way].</p>
<p><strong>Total Electronic Study Time</strong></p>
<p>68.8 Hours <em>[this is time spent looking at questions on flashcards, but not the time seeing the answers]</em></p>
<p><!-- p, li { white-space: pre-wrap; } --><strong>Card Maturity</strong><br />
Mature cards: 947 (73.4%) [Greater than 30 days before I see them again = I won't see most of these again before leaving cert as I should know them with a reliability of the 'mature card' statistic below]<br />
Young cards: 319 (24.7%) [Less than 30 days  in the interval]<br />
Unseen cards: 25 (1.9%)<br />
Average interval: 59.8 days [This is the average time before I see a flashcard again]</p>
<p><strong>Correct Answers</strong><br />
Mature cards: 81.5% (1091 of 1339) [&gt;30 Days]<br />
Young cards: 86.1% (7259 of 8428) [&lt;30 Days - This result shows my continued effort to improve results]<br />
First-seen cards: 47.4% (601 of 1268) [This figure is meaningless. It shows how often I get a flashcard right without ever seeing it before = No Study beforehand]</p>
<p><strong>Daily Study Time over the past 3 months for Geography</strong></p>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAnAAAAD/CAIAAAD+CHzQAAAXS2lDQ1BJQ0MgUHJvZmlsZQAAeAHVWWdUFNuy3t0TGWbIOeecc5Ccc84gDDlnEFAREVFAQVAQAVEQQSQJKEmUJCBiAANmgoKSRFQQBJTX4PGc+9a999/783qt3v1NVe3aNV3V1buqAWBdJEdGhsI0AISFx0bbGunyOLu48uBeAxTgAvRAGDCQfWIidaytzcF/Pb6PAWiH+URyR9d/FfvPDFpfvxgfACBrhO3tG+MThuDrAMC6PpHRsQCg1hH6yL7YSASj7yKYIRoxEMFvdnDAb7y8g713MQa9K2NvqwcAhgUAPJFMjg4AgCSA0HnifQIQPSR9ALB04b5B4QDQOyNY0yeQ7AsAayEiIxEWFrGD7yBYxPtf9AT8CyaTvf/WSSYH/I1//xdkJrKwflBMZCg5cffH/+UQFhqH3K/dgw4ZieGhlju+YULOWV+yvhly5UDOX5Ghuz5DZCA2v3AHO4S2gyXCvS2t/sKa/tGGtghG5kLWkbG6Oxi5Z5B/ZKy1/V/05KRAPUsEExH6Gb8Ygz96LgaTTXd8RoXQm6LjbB0QLIDg7ph4OwMEIxEFTScF2jv9JbPi66f/Fx2G/YMMTX7LwHRBsSY7azEgPucLiTDbsQFZC1YCZiAU+IE4EI2M4UASmAM9oP/XKAn8ARnhxCO8GBACPiA4DJkRgcyJQDDPX3J6/0Yx3J0XgMz73xp5gA8iG/f3mr9X40HW/KMzCPgi+A+djKyxw9uxLsYzKPWfNf9I7OjbtUamRmZOZuuPTWghtBxaEa2L1kBrolUBD5oJzQYk0QpoFbQOWgutjvBUgSGYRjQH/LFxR39Yk398YUSimmMgwt35795/uMBxVzro79//ZgEIerjYuvjHAgBi/RKQ5wAAvYjIxOiggMBYHh3kyfWT4DEJ95GS4JGTkZXdYf+/OXZy1m9jv9nu5iKI6dE/NL/XAKgZAkBR8Q8tcBiA2hoA2Mr+oYnIIM89NQD1sz5x0fG/9aF3LhhAANRIhLIiOZEfiCD3WQ4oAXWgDQyAKbAC9sAF7EXiJxCJwWiwDxwAh0E6yAKnQD4oAhfAJXAF1IEm0Ao6QQ8YAMNgBDwDr8EkmAELYBl8B5sQBOEgEkQPsULckCAkDslBKpAmZACZQ7aQC+QFBUDhUBx0ADoCZUF5UBFUBlVDjVA71AMNQaPQS2gKmoO+QhswCibCDDAnLARLwyqwDmwG28MecAAcBSfBaXA2XAiXw7VwC9wDD8PP4El4AV5FARQlignFi5JEqaD0UFYoV5Q/KhqVjMpEFaDKUfWoDtQg6glqErWI+oHGounRPGhJJE6N0Q5oH3QUOhl9Al2EvoJuQd9BP0FPoZfRvzAkDAdGHKOGMcE4YwIw+zDpmAJMJeYGph/zDDOD+Y7FYpmwwlhlrDHWBRuM3Y89gT2PbcB2Y0ex77GrOByOFSeO08BZ4ci4WFw67hyuFteFe4ybwa3jKfHceDm8Id4VH45PxRfgr+Jv4x/jP+I3KWgoBCnUKKwofCkSKXIoKig6KB5RzFBsEmgJwgQNgj0hmHCYUEioJ/QT3hC+UVJS8lGqUtpQBlGmUBZSXqO8SzlF+YNIRxQj6hHdiXHEbGIVsZv4kviNRCIJkbRJrqRYUjapmtRHGietU9FTSVGZUPlSHaIqpmqheky1RE1BLUitQ72XOom6gLqZ+hH1Ig0FjRCNHg2ZJpmmmKad5jnNKi09rSytFW0Y7Qnaq7RDtLN0ODohOgM6X7o0ukt0fXTv6VH0/PR69D70R+gr6PvpZxiwDMIMJgzBDFkMdQwPGZYZ6RgVGB0ZExiLGW8xTjKhmISYTJhCmXKYmpjGmDaYOZl1mP2YM5jrmR8zr7Gws2iz+LFksjSwPGPZYOVhNWANYc1lbWV9y4ZmE2OzYdvHVsrWz7bIzsCuzu7DnsnexP6KA+YQ47Dl2M9xieM+xyonF6cRZyTnOc4+zkUuJi5trmCuM1y3uea46bk1uYO4z3B3cc/zMPLo8ITyFPLc4Vnm5eA15o3jLeN9yLvJJ8znwJfK18D3lp/Ar8Lvz3+Gv5d/WYBbwELggECNwCtBCkEVwUDBs4KDgmtCwkJOQseEWoVmhVmETYSThGuE34iQRLREokTKRZ6KYkVVRENEz4uOiMFiimKBYsVij8RhcSXxIPHz4qMSGAlViXCJconnkkRJHcl4yRrJKSkmKXOpVKlWqSVpAWlX6VzpQelfMooyoTIVMq9l6WRNZVNlO2S/yonJ+cgVyz2VJ8kbyh+Sb5P/oiCu4KdQqvBCkV7RQvGYYq/iTyVlpWileqU5ZQFlL+US5ecqDCrWKidU7qpiVHVVD6l2qv5QU1KLVWtS+6wuqR6iflV9do/wHr89FXvea/BpkDXKNCY1eTS9NC9qTmrxapG1yrXeafNr+2pXan/UEdUJ1qnVWdKV0Y3WvaG7pqemd1CvWx+lb6Sfqf/QgM7AwaDIYNyQzzDAsMZw2UjRaL9RtzHG2Mw41/i5CaeJj0m1ybKpsulB0ztmRDM7syKzd+Zi5tHmHRawhanFaYs3loKW4ZatVsDKxOq01VtrYeso65s2WBtrm2KbD7aytgdsB+3o7Tztrtp9t9e1z7F/7SDiEOfQ60jt6O5Y7bjmpO+U5zTpLO180HnYhc0lyKXNFefq6Frpuupm4JbvNuOu6J7uPuYh7JHgMbSXbW/o3lue1J5kz2YvjJeT11WvLbIVuZy86m3iXeK97KPnc9ZnwVfb94zvnJ+GX57fR38N/zz/2QCNgNMBc4FagQWBi0F6QUVBX4KNgy8Er4VYhVSFbIc6hTaE4cO8wtrD6cJDwu9EcEUkRIxGikemR05GqUXlRy1Hm0VXxkAxHjFtsQzI5vB+nEjc0bipeM344vj1fY77mhNoE8IT7ieKJWYkfkwyTLq8H73fZ3/vAd4Dhw9MHdQ5WJYMJXsn9x7iP5R2aCbFKOXKYcLhkMMPUmVS81JXjjgd6UjjTEtJe3/U6GhNOlV6dPrzY+rHLhxHHw86/jBDPuNcxq9M38x7WTJZBVlbJ3xO3Dspe7Lw5Ha2f/bDHKWc0lPYU+GnxnK1cq/k0eYl5b0/bXG65QzPmcwzK/me+UMFCgUXzhLOxp2dLDQvbDsncO7Uua2iwKJnxbrFDSUcJRkla+d9zz8u1S6tv8B5IevCxsWgiy/KjMpayoXKCy5hL8Vf+lDhWDF4WeVydSVbZVblz6rwqskrtlfuVCtXV1/luJpTA9fE1czVuteO1OnXtdVL1pc1MDVkXQPX4q7NN3o1jjWZNfU2qzTXXxe8XnKD/kZmC9SS2LLcGtg62ebSNtpu2t7bod5x46bUzapO3s7iW4y3cm4Tbqfd3u5K6lrtjuxe7Anoed/r2fu6z7nv6R2bOw/7zfrvDhgO9A3qDHbd1bjbOaQ21H5P5V7rsNJwy33F+zceKD648VDpYcsj5UdtI6ojHaN7Rm8/1nrc80T/ycBTk6fDzyyfjY45jL147v588oXvi9mXoS+/vIp/tfk65Q3mTeZbmrcF4xzj5ROiEw2TSpO3pvSn7r+ze/f6vc/7hemY6a2ZtA+kDwUfuT9Wz8rNds4Zzo3Mu83PLEQubC6mf6L9VLIksnT9s/bn+8vOyzNfor9sfz3xjfVb1YrCSu+q9er497Dvm2uZ66zrV36o/BjccNr4uLlvC7dV+FP0Z8cvs19vtsO2tyPJ0eTdvQAKGWF/fwC+ViE1hAtSO4wAQKD6XVPsSiDlCoTIIBiN7H9FkP3oftAGwZAd1AhzwLkoRlQj2gvDh1nBjuHu4cco1ii5icGkXmoBmiI6fvpaRi2mFZZiNmsOEucD7kxeB352gddCl0R8xQTFxyWPS3PLNMoZyU8oxipTqlxUU1Tv1jDUHNG20xnRM9PvMZQxKjZBmfqb9VkwW0ZYtdmgbc3tcuwfOdI52Tofd+l2XXXn9TDfG+dZ4NVJfusD+fL6afo7BYQFpgeVBDeE9IQ+CpsIX4pYj4KjiTGssYJxcvGa+0wSXBKDkkL2Gx5gP/D54EBy+aEDKa6HVVLZjoAjs2mjR7vTG49VHi/NKMo8m1V0ovhkeXZdTvupwdxneTOnv51ZzZ8veHX2QWHPuRtFTcXXSurO15c2XrhxsbOst3zo0mjF2OXxyg9Vc1c+VX+9ulqzUvu17nP9t2vUjTJNls0h14/cKG1paR1ue92+0LHZSXGL8TZPl2i3XI9mr2mf8x3//viBjMHSu9eHhu91DZffT3ng/lDlEf2jpZH+0aLHUU8MnjI9nXt2cyz7ufcLhZeYl89f1SLx5PBWYhw9/mxi/yT3ZPeU7zuKd9feu03jpptmyB+oP3R+DJ5lmR2ci53nmb+3sG+Rf/H+p7glzqXezyHLDMttX9yR6Kn4Zvrty0requzqo+97v8+tOa31rrOte61Xri/+iNlg36z/xb+9vet/OiABbJFd4F2IEfKBbsPCcBlKGNWK+J8HM4+9g7uOb6N4QJgn8pACqfpo+GlP0uMZMpk4mW+yerCjOGq4nHioeHv4DwiKCo2L5InJi9dIUkuFSA/JSsrlyK8quih1qfCpHlKb2KOpUaT5XdtGp1J3Q9/EoNDwnbGwSYRpjdmcBb+lm1Wu9aDNpp2Ivb1DiuMlpwHnD64oNz53dQ+XvTGex71KyPXePT5PfN/7ffHfDqQK4ggWCVEI1QmzDfeLiI3MiCqKbooZjh2Na4nP2xeSYJwokoRPmt//4EDjweLktEPhKW6HTVPVjkikcR2lS8elbx37enwhYzrzbdazEw9O9mV35Fw9VZybnXf4dNyZ8PyAAq+z7oXO55yKHIsdShzOO5TaX3C46FBmX253yaHC7rJVpUWVyRXr6virlTUPazfquRuMr0U0nmlqbn5yfbWFsVW+zbY9siP7ZlPn2K3NLoFuy54DvXV9k/3EAfZBhru4uxtDn+/NDL+5P/Kg/+GtR80jVaPFj3OepD1NeBY05vRc/4X8S+5XhFcrryfe9L3NG/eYEJlYneybOvXO/b3o++/TPTPHP1h+pP/4fLZozmWeeX5s4dSi2SfMp1tLUZ8FP48v53zR/rKMeN95hbDSsur9nfr7zTWHtY/rGUje2N74tEX5M+BXx7b89r7tm7v+hwElYAOywBqpBqrAJLKnJ0N1MAR7wXdR6qh2pPp7gUnGymLncW34ExShBHdKW6IVyYHKm3ofzWnaZrrH9KuMjEzqzK4sB1lL2DrYn3AscG5y43iYeUX51PgtBDwFw4WShNNFTomeE7soXilRLVktdUW6QuaibL5cunySQpCik5K+spQKoypQ/ah2T/3anmKNDM1ErUBtWx0tXRE9Rr2f+jMGQ4Z1RqeNk0w8TLXM+M2x5nMWw5Z1SMzE23jaGtpJ2zM7oByWHUedLjvHuei40rhOujW6H/Gw3yu494fnfa9Scoy3kQ+7z7Jvv1+hf1iAdiBT4EJQT3B+SFDonjBi2Gj4iQitiK+RFVF20Zjo1piAWObYu3GJ8eLx4/tyEwwTthJvJEXuF98/d6DmYESyXPKPQ70pJw97pEqm/jzyIK34aFi65jHqY5PHr2WkZTpliWX9PDF6siJ7f47tKbFcVO6bvPbT+Wei860K5M9yFOILv52bKhop7i1pOl9RWnzh9MWssvTytEvpFVmXT1XmV5VcqapuvtpV86B2su5LA+YaW6N0k0mzL5Jlylv6WqfbiR2yN106U2/V3X7VjemR7nXry7zT3P92kHBXboh8r3Z484Hew0OPOkY+PRZ44ve04tnX504vhl6Zv1552zXRNvVh2uYj/3zoUvC3+A2XHf//7i3tvBOwSgDkI7Wn4yMAbKsByEV6KSLRADATALAmAWCvCuA3IgC+sgqgGPm/3x8sSIVpgfQ4kkEBqEcqxrdgBSJCfJAaZA0FQoegs1A9NABNQOswDSwC68LucDx8Cq6BB+B38DaKHanjHFCxqNOoZqRu+4ZmRCujXdEH0ZfQQ+ivSGVmhInBXMDcx/zAimCdsMewbdg5HAfOGqm0buFW8BJ4f3w5fpyCg8KNooRigsBPCCJcI/yg1KPMo5wiyhCPEl+RZEgZpGkqHaqLVL+ovagHaCRpztAC2kjaKTp7ugf0+vRdDHsY2hnVGbuYjJgeM3swLyBxTMtazabHNs5+kIOXo58zlIuOq5M7AKkg+nlj+QT53vEPCDQJlgllCieKBIg6iemLy0jwSFJKfpeakr4n0yxbIndEPkzBQVFdiU+ZoLyiMq46rHZbfXDPa40lLUibVUdUV1XPQt/TINrwqFGhcb1Jv+lbs00LVktFq73WR22u2b6yp3UwdjzqdMf5g8u2G4+7jkfg3nzPbq9lbyEfX98Kv5kA8cD4oP4QptCIsP4ItsjYqOEYodiUuOf7ZBIyEt/vjz7In/wu5XJqeJp6OuOx1YxnWQMn23IacitPl+VXna0711jcdr7vQl/ZREVeldtVltonDSlNCtcnWs912N9i6Jro7ew/dTd5OPLh/tG4p7nPb756O46aMpmumk3/VLAa90Nh4/nmp62XPyt/le3mDyYkd5jt+v8suAbuIp2CdYgWEoV0kF5AFJQJXYJuQWPQMkyABWBN2AWORbxfCw/BH1BoFB9KG+WJOoQqRXWj3qHRaGG0KToCXYDuRn/GcGNsMGmYVswClgfriFTdd7BbOCVcFK4et4gXwwfja/BLFLIU8RS3CBiCFaGYMEupRHmc8jVRiphOnCCpkgpIq1QOVG3UbNSHqRdoHGl6aRVoq+g46PLpaeizGIgMWYxUjPlMXEw1zKrMd1ncWJZZM9j42W6zu7P/4ijjNOCc48rmVuYe58niVeCd4Mvi3yugJSgiRCW0IjwuMih6XaxE/LhEvKSPlI20toy0LJ8cgzyFAqSwpvhZaV55VmVOdUltZQ9Gg0VTXEtb21knRPewXpF+o8F9wxljyIQbyWJk8+MWtZZj1mgbeVsvu7P2jx0pnSycE1zSXE+71bjf9nizd8uLiazm7eWT7XvLbz6AI9A2KDO4NxQK0wzfF9EcuRwtguSpsriX++gSzBKPJk0c8D64dijnsHBqV5rz0R/HijPUM6dOZGfvyfmUe/G0Uz5rwUxhfVFyiUOp3EWqsl8VIpWeV/Ku9tdBDbqNR5pHWqTb8m7CtxK7cb1n+pUGx+/lPfAc4Xq89ezDizuv68bbpwamJ2ZzFl4ulSx//Pp0JWZ1fe36rv8Fka5SArgIBsEiRAcpQe5QCnQZGoa+wCywFtLNyYHb4WkUDUoTFYo6j3qIhpEnPBzpwbxHdpc+mMuYWawkNgZ7E4fB2eLKcF/xBvhi/DcKC4oaAiUhnPCUcg9lLZGdmEPCklJIv6hSqGHqTBpmmnJaSdp2OiO6N/RRDJQMlxkNGGeZcpnVmT+wnGU1Y4OQ91A8hzLHOudNroPc+jyUPGO8F/hC+C0FNAQVhMSE+UQ4RTnEOMW5JIQlpaTUpE1kXGQj5Y7LVyr0KU4rE1QUVH3UitXXNII0J7V9dWb0og0gwwJjCZMBM0/zDcscaxGbTjsz+0nHCKdfLkfd6Nwv7lXxHCb7eG/7lvlrB7wPygyRD30XnhWpGjUTUxhnEL+acCXJ4wD6YMUh05Sl1Lw0haNvjh3JEMgcOBGSTcqpyzXOmzqTXMB19uY5h6IvJdml4hd6y8jlmxX5lUpVj6sDajC15+rlG4Ybg5rWr+e3SLTeaffoWOnMui3SNdQT0Ie7UzFgNfhjqHTY/AH88PwI+2jpE7GnXWMBL/Av21+HvKUar590mlp8HzY9/cHuY/scw7z1wpHFuk8DS6Ofny4PfLnx9dS30BWJlYXV0u/G37+uHV/nWG/4If3j6obARukmvOm/eW9LauvY1uhP9p9+Pxt+bvyy+NW+LbSdt+P/GH95uZ23B4CIukj7cXx7+5sQALg8AH7mbm9vlm9v/7yEFBvIN5Du0N/fK3aEsUjPvSRtB/2n438AroiOrLCJ//EAAAAJcEhZcwAACxMAAAsTAQCanBgAACAASURBVHgB7Z0JnBbFmYc55QYlHIKuq4KoCEKIqAnGbLxRoxGMARJlzaEEFYgih4qiqCBerCaiCKigaORIxAtBPEi8Ei/ESFhEyIoIiCggyDmzD9RMUdP9Hd39VffXNfN+P35DdXUd/3qqu9+uo6uqv/LKK9XkJwSEgBAQAkJACBRGoFZpaWlhKUhsISAEhIAQEAJCoFoNYSAEhIAQEAJCQAgUTkAMauEMJQUhIASEgBAQAtJClWtACAgBISAEhIANAtJCtUFR0hACQkAICIEqT0AMapW/BASAEBACQkAI2CAgBtUGRUlDCAgBISAEqjwBMahV/hIQAEJACAgBIWCDgBhUGxQlDSEgBISAEKjyBMSgVvlLQAAIASEgBISADQK1bCRiLY2SkpLt27fXrFmzevXq1hKVhISAEBACQkAI5CPAuoG7du3aZ599atSI2NRMl0HFmnbv3j1fqeW8EBACQkAICIFYCDz//PN169aNlnS6DCptU4qxefPm2rVrRytPjlg7duxo0KBBo5e+rlarPPGdOzadtG9M2eVQIqeEgBAQAkIgbQSUjVBmKJq2dBlU1dOLNY3DoCpA1evWr15uUEt37sAz1uyi1YrEEgJCQAgIgaIQKGTAMWJPcVHKmYZM6Q1Ig4zcGpwQSRGc0OmESIGZ+44IdVZqPBSu3IGrGkxrBpXh3CFDhsycOdPD9+WXXz7ppJPoVtX+s2fPvuCCC84444yrr7569erV2t8JB+PV6dfphEgwOqHTCZEC0+JdKTUuMCMTsGNQmRl11113vf322x4d69evHzdunNmCfu2118aPHz9gwIBJkyY1bNhw+PDhzOz1xErz4cknn5xmeUqbEyKR6oROJ0QKTIt3pdS4wIxMwIJBXbFixeWXX/7OO+9gID067r777kMOOcTcw3z69OlnnnnmCSeccMABB9CiXbNmzVtvveWJJYdCQAgIASEgBJwjYMGgfvDBB0ceeeSECROYQ2uWf968eZ9//vkvf/lL7UlDdvHixZ06dVI+9erVa9eu3cKFC3WA9Dt4bxCRtggITFskSUdg2oLpBEmpcVvVrdKxVekWDOo555xDF66nebpu3Tq6docOHVqr1t6JxBs3bmRecrNmzTSLpk2bElIfpt+xZMkSEWmLgMC0RZJ0BKYtmE6QlBq3Vd0qHVuVbsGgZizYnXfeedZZZx122GHmWdZt4NAc8+eTFeVpBkuzu0+fPmmWp7Q5IRKpTuh0QqTAtHhXSo0LzMgEYjGozz33HIOjF110kZalhlHV8hM0UrU/1rROnTr6UDm4oK/Z85s4ceIjjzyiPElw7NixOiTntSVm3tPKlSvVqWnTpunG+/z58/Wk7UWLFk2dOlWFKflyzbYpe5MaMWJE2KQsqpKkqJSANSishJW6hbmd5WKQi8HWxTB69Ghlcfr166fSjPy3Op+1RI7sidi7d+/zzz+/Z8+eV1555Ycffqg6e9XyvJhSBlMJwIyk6667rlu3biruwIED27dvf+mll6rDnTt3nnrqqZi3OBZ2wJDTOG78+nZzYYeNP9gnVHZY7gMPPNBT8LQdOiESaE7odEKkwLR4D0qNV1mYykYw+8ccqQxFI5YWKtb+4Ycfpn3Jb/DgwQi65557GGrl+xnM5/vvv68kbtmyZenSpR06dAiluLiBZ8yYUVwBQXJ3QiQFcUKnEyIFZpD7ImAYqfGAoIIEq2owY2mhmqAxnzRYn376aTUHmO9QR40axWQl5vdibpctW/bQQw/ptRPT30I1iyZuISAEhIAQqDQECm+h7p2CGx8Uc2EHOnv79+//wAMPsOYDbdMxY8ZoaxqfAElZCAgBISAEhEDcBGy2UAvXmv4WKgOu5izlwoscRwpOiKTgTuh0QqTAtHgfSY1XWZiFt1BjGUO1WB9pS2rkyJFpk+TX44RIZDuh0wmRAtN/F0T2kRqPjM4fsarBlBZquFm+/itGfISAEBACQqASEJAWaiWoRCmCEBACQkAIVAYC0uVbGWpRyiAEhIAQEAJFJyAGNVwVmKs1hYuZYGgnRMLDCZ1OiBSYFm8vqXGBGZmAjKGGG0NlBcSWLVtGxp1MRCdEgsIJnU6IFJgW7yyp8SoLU8ZQLVZ9oKTSb00phhMiXdEpMAPdGMECOQHTCZFy+wS74oKGslXp0uUblLiEEwJCQAgIASGQg4AY1BxwMpzSe1xkOJcaLydEQssJnU6IFJgWbz6pcYEZmYAY1HDounTpEi5CMUI7IRIwTuh0QqTAtHifSY0LzMgEZFJSuElJkUFLRCEgBISAEEgzAZmUlObaEW1CQAgIASFQhQhIl2+4yn7++efDRShGaCdEAsYJnU6IFJgW7zOpcYEZmYAY1HDo0r/VDOVxQqQrOgVmuDskZ2gnYDohUm6fnBda6JO2Kl3GUGUMNfTFJxGEgBAQApWPgIyhVr46lRIJASEgBISAkwSsdfmWlpYOGTJk5syZCsPmzZtvv/32c8899/TTTx80aNCyZcs0ntmzZ19wwQVnnHHG1VdfvXr1au3vhOOdd95Jv04nRILRCZ1OiBSYFu9KqXGBGZmAHYO6a9euu+666+2339Y6brvttqVLl7LM9OTJkw844ABs5zfffMPZ1157bfz48QMGDJg0aVLDhg2HDx9eUlKiY6XfsWTJEhFpi4DAtEWSdASmLZhOkJQat1XdKh1blW5hDHXFihWYzw0bNmAy+/bt27Nnz40bN5533nl33nln586dkYu5palKO/WUU07hb5s2ba644gr8v/32WwKPGDHi+9//virVzp07Tz311O3bt9euXVv5WPyr+scbv769eq2yxEt37tj4AxlDtchYkhICQkAIuEogFWOoH3zwwZFHHjlhwoQGDRookHXr1sXEHnHEESZXzCSWdfHixZ06dVL+9erVa9eu3cKFC81g4hYCQkAICAEh4CIBC12+55xzDl249N/q8jMF+ZhjjsGsKp+nn36axiitVVquvAI0a9ZMh2zatOm6dev0YfodK1euFJG2CAhMWyRJR2DagukESalxW9Wt0rFV6RYMau6Cvfvuuwya/uxnP2vdujWNVAKbX/zQtas8cyeSnrMzZsxIj5hsSpwQiXgndDohUmBmuxci+EuNR4CWLUpVgxmvQWUKEtOOunXrdumll0JctVlppGr6WNM6deroQ+Xo06fPNXt+EydO1Ds/sOsvU5x0SM5rSzxu3Dj9fjFt2jQ9SW/+/Pl60ZNFixZNnTpVRS/5cs22KXuTYhA3eFKMAZOURVVxJNW7d+8CWcWhyl+D/fv3VzUSsAaTUeW5GKhxROa4roqiSnEzVXXs2NG82lOiynMP7rfffkq5/2LwYPcX0JNUfAVUNY6ACA+Z+FQpIKYqdKb5xlGCW7Roke2BnCQrxORgNXr06LVr11Ld/fr105yjOSxMStIZ8xw///zzmWekfJ577jmm/jLJiM9pqlevjicTes8666zrrrsOE6vCDBw4sH379src4iOTkhQW+SsEhIAQEAIJE0jFpKSMZX7llVeY5dujR4+hQ4cqa0qwGjVqYD7ff/99FWXLli18WtOhQ4eMKaTTU79Hp1OeUuWESKQ6odMJkQLT4v0oNS4wIxOIpct306ZNd9xxx/HHH9+rV6/15b9t27ahEhPLHKWXX375s88+Y+UHJigRLLL65COOHDky+UzD5uiESArlhE4nRArMsPdIjvBS4znghD1V1WDG0uU7Z84ccwxP1cFll12meoNZKYmxH+wsbdPBgwczWUlXknT5ahTiEAJCQAgIgSQJFN7la9OgFl5yMaiFM5QUhIAQEAJCIAKBwg1qLF2+EUoiUYSAEBACQkAIOE1ADGq46vN3ZYeLn0hoJ0RCwgmdTogUmBZvLKlxgRmZgHT5hlvLl+/nWrZsGRl3MhGdEAkKJ3Q6IVJgWryzpMarLEzp8rVY9YGSSr81pRhOiHRFp8AMdGMEC+QETCdEyu0T7IoLGspWpUuXb1DiEk4ICAEhIASEQA4CYlBzwMlwSi+XleFcarycEAktJ3Q6IVJgWrz5pMYFZmQCYlDDoevSpUu4CMUI7YRIwDih0wmRAtPifSY1LjAjE5BJSeEmJUUGLRGFgBAQAkIgzQRkUlKaa0e0CQEhIASEQBUiIF2+4Spb75AVLlqyoZ0QCRIndDohUmBavMOkxgVmZAJiUMOhM3dHDxczwdBOiISHEzqdECkwLd5eUuMCMzIBGUOVMdTIF49EFAJCQAhUHgIyhlp56lJKIgSEgBAQAk4TkC7fcNX3zjvvhItQjNBOiASMEzqdECkwLd5nUuMCMzIBMajh0C1ZsiRchGKEdkIkYJzQ6YRIgWnxPpMaF5iRCVgbQy0tLR06dOhxxx2ndhFHEAuOPPXUU99+++3xxx8/aNCgJk2aKJVsMP7oo49u3LixY8eOV1111f7776/Vy36oGoU4hIAQEAJCIEkCaRlD3bVr11133fX222/rws+cORNrev31148fP/6rr7665ZZb1KnXXnsNnwEDBkyaNKlhw4bDhw8vKSnRscQhBISAEBACQsBRAha6fFesWHH55Zcz8ICB1BSmT5/eu3fvzp07H3zwwcOGDcPWLl++nLP4n3nmmSeccMIBBxwwZMgQdkp66623dKz0O1auXCkibREQmLZIko7AtAXTCZJS47aqW6Vjq9ItGNQPPvjgyCOPnDBhQoMGDZS4L774Yu3atZ06dVKHdOq2aNFi4cKFNGQXL16s/evVq9euXTv87aKJNbUZM2bEmr6VxJ0QSUmd0OmESIFp5cZRiUiNC8zIBGpFjqkjnnPOOdqtHOvWrcPRrFkz7d+0aVM8GTelk9rvr4Ol38FgsIi0RUBg2iJJOgLTFkwnSEqN26pulY6tSrfQQvUXbPv27XiaC47gxpTy8/jXrl1bBfYnIj5CQAgIASEgBBwiEItBrVu3LgiU+VQssJrY1Dp16vj9laeJrE+fPtfs+U2cOFHvTcho69ixY3UwzmtLPG7cON0DPm3aNP0Z2fz58/WynIsWLZo6daqKXvLlmm1T9iY1YsSI4EkRkqQsqoojqU8//bRAVnGo8tfgN998o2okYA0mo8pzMajDHNdVUVQpbqaqOXPmmFd7SlR57kGmIirl/ovBg91fQE9S8RVQK4nwkIlPlQLCX60KnWm+cZTgKVOmZHsgJ8kKMTlYjR49mk9UANuvXz/NOZrD2mczZM8spPPPP5/PZtavX4+DUdW2bdsqWb169eIsncPMSLruuuu6deum/AcOHNi+fftLL71UHab/sxmg33rrrUptav86IRJ6Tuh0QqTAtHgzSo1XWZg0Amn4zZs3r1atiIOhsbRQGTFt1aqVnm20atUq5ih16NChevXqmM/3339fVdiWLVuWLl2Kv8X6izup9FtTCDgh0hWdAtPiPeUETCdEyu1j8bK0CDOiHc5bGNqpNPYPOuig5s2b09bm+5k2bdoQq0ePHqNGjcKsMr+XHl0mKLHsQ97UJIAQEAJCQAgIgZQTiMugYjg3bdpE3zTN0K5duw4ePFiBoLO3f//+DzzwAN3CtE3HjBlTs2bNlDMSeUJACAgBISAE8hKw2eX7+OOP63UHybhv376zZs1irgRNUr3uIP6MpD7xxBNz585lcaXWrVvnlZiqAOZkn1QJM8U4IRLBTuh0QqTANK//At1S4wUCNKNXNZg2JyWZHKO50z8pidmJLVu2jFa6xGI5IRIaTuh0QqTAtHhzSY1XWZgpnZRksT7SllT6rSnEnBDpik6BafEedAKmEyLl9rF4WVqEabPL124JJTUhIASEgBAQAg4REIMarrL0x8jhoiUb2gmRIHFCpxMiBabFO0xqXGBGJiAGNRy6Ll26hItQjNBOiASMEzqdECkwLd5nUuMCMzIBmZS0Dyt4saRwZIISUQgIASEgBCoBAZmUVAkqUYogBISAEBAClYFA/i7fzZs3s7ox6zBUhuIWXAa9/njBKcWYgBMiKb8TOp0QKTAt3k5S4wIzMoHMBnXFihW/+c1v2Dmc/UAuvvjiq6+++he/+MW7774bOZtKE9Hcky61hXJCJPSc0OmESIFp8WaUGheYkQlkHkNlpcD69ev//ve/f/XVV1mSl0V3n3766bfeeuu+++6LnFOQiOlf2CFIKSSMEBACQkAIOEcgrjHUf/7zn5dccsl+++33xhtvfP/732f3mNNOO+3jjz92DpAIFgJCQAgIASGQDIHMXb4sWF9SUrJ161a2YDvmmGOQsm7dOrVteDKyUpuL3iw3tQoR5oRIV3QKTIuXuhMwnRApt4/Fy9IizMwGlf1hbrvtthtvvJHvSdhejdHT22+/XfZZg/uSJUvsVmQcqTkhUmDarXonKl1EWqx0gZlCmJnHUNl5bdKkSbRKf/7zn3fs2PHhhx/+/PPPr7jiioYNG1osgz8pGUP1MxEfISAEhIAQSIBA4WOomfdDbdSo0aBBgygAix6Ulpb+93//dwKFkSyEgBAQAkJACLhLIHOXL+V58sknaZ5279591apV7Gl3//33M6rqbjltKV+5cqWtpOJLxwmRFN8JnU6IFJgW7yapcYEZmUBmg8oG4Px69erFGGr16tVZ3JKPnekEDpXNxo0b2Vr87LPPxipfd911dCCr6Kw93aNHDzwZo92wYUOoNOMITDPf89u1a1e2jGbMmJHtVHr8nRAJLid0OiFSYFq8+6TGBWZkApnHUDGlfIR63HHHnXnmmXyE2rp169dff/2OO+6YNWtW8JxuuOEG3vVYFAKrPG7cOCLee++9M2fOfOyxx66//vp9990XT76hNrd0T3gMtWTb1k0/alitxGs+GzRuvGH9eqY6By+shBQCQkAICAGnCdCywiTNmzevVq3Mg6F5S5c5GgsNHnrooWZkDlk1yfTJ6/7www8vvPDCI444gpC9e/emkYrc6dOn4+7cuTOew4YN69Onz/Llyw855JC8qcUSoLQEa9p4weZqtYzF8Xfu2HhiA/q3xaDGwlwSFQJCQAhUUgKZu3yxcP/4xz/MIs+fP//ggw82ffK6jzrqqFdeeYVO3W+//Rab37ZtW9xr167t1KmTirv//vu3aNGCT13zJhVvgFq1qxv/KhhXX8bM0vL5pc7DCZFQc0KnEyIFpsWbUGpcYEYmkNmgspDvH/7wB/p46YNl0UF6aB966CEW9Q2VDZ29NGoZLmUY9aOPPrr55pu/+OILUmjWrJlOhzWY9Niq9kyzY+TIkWmWp7Q5IRKpTuh0QqTAtHhXSo0LzMgEMo+hktzixYsZnF+2bBmfzdA27dmz59FHHx08G2INHz7866+/vvzyy2vUqDFhwgTe+y699FKGZmfPnq2/Z+XjnMMPP/x3v/udSjnpMdStWzad2KDx69tpoeqildLl+wPZJFXzEIcQEAJCoEoQKHwMNXML9YUXXmjTps2IESNY0oFJuUzHbdeuHcOfwaEuWrTo73//O03bDh06tG/fnum+n3zyCdvXkAKidTpYWf/eDgysXrPnx3wocleB16xZY05f4jxx1SkmN+mZ7tOmTdMrh9FNrXdiQs/UqVNV+JIv12ybMlZr2Hr/iNIdZUlte3xcydqyD2NyJGVRlSRFRQSsQWElrNRty+0sF4NcDLYuhtGjRyuL069fP5Vm5L8VWqg0KLdt20bjEpM2fvx4JuLqdJk6hHWcO3eu9sntePHFF++8805tzwhMj/HJJ588efJkWquMp6roTCdmjtK5556rDqWFmpuqnBUCQkAICIGYCFhuob799tuYN6wpcumGxa1/GHAW+A1ejJYtW2KbdcOReUlMR2IWUqtWrfQsJJaMwJMmbPBkix7SbCUXXUw2AU6IRLwTOp0QKTCz3QsR/KXGI0DLFqWqwazQQgWK2qONvduYkdS4cWONia1mDjjgABZ50D55HZdddhmN3YEDBxL3wQcfZNNymqfPPPMMG6xee+21zZs3p6OP4dW77rpLJ5X+Fio9z7wraMHpdDghEnRO6HRCpMC0eCdKjVdZmIW3UL0GVaFcvXo1H7Rg7Qohy0cyrOTw5ptvsvAQay0NGDBAmSIGP5566qktW7bQ5GUn8yZNmuhc0m9QtVRxCAEhIASEQGUiULhBzbywAzYvY2N0yJAhwfFhKVnMwR++756f3198hIAQEAJCQAi4SyBzG5Tt2/SPVZNY8+ill16qV6+eu+W0pVzPLbSVYBzpOCGSgjuh0wmRAtPifSQ1LjAjE8jcQmURBk+KDIJu3rzZ41kFD+m7Tn+pnRAJRid0OiFSYFq8K6XGBWZkApnHUP3JMSOXmUpMKfKfsugjY6gWYUpSQkAICAEhEJxA4WOombt8/Qref/99No3x+4uPEBACQkAICAEhAIHMBvW3FX+/+MUv+IrmJz/5iSAzl6pILQ0nRELPCZ1OiBSYFm9GqXGBGZlA5jHUbt26mSmyOdxhhx3G9qimZ9V0+xdKTCEHJ0TCzQmdTogUmBZvQ6lxgRmZQNAx1MgZhIooY6ihcElgISAEhIAQsEWg8DHUzC1UVjhiZXm2mmFNBqUVH75M7d+/vy3pko4QEAJCQAgIgcpEIPMYKivjswA/27YsrfirTCWPVha9lU206MnEckIkKJzQ6YRIgWnxzpIaF5iRCWRuobJ9G4sc/fjHP46cbmWNuGTJku9973spL50TImHohE4nRApMi7ek1LjAjEwg8xjq2WefzV6kbA4TOd1oEWUMNRo3iSUEhIAQEAIFEih8DDVzl+9//dd/uTJ3XBNkuBcc5k8PAOsw4hACQkAICAEhEBOBzF2+NWvWfPzxxxcsWNC6dWv2nGE6kpqUdNNNN8Wko8BksZ1NmjbdvHGjmU6Dxo03rF9PWUzPAt3s8HrggQeSCDmWlJSYqQHKbl5m4qHcWmSoWMkHdkKnEyKpOyd0ikiLd5nATCHMzC1U9gY/6aSTDj/88EaNGjVo0KB+/fr85WexAHaTwrZhTRsv2Nz49e1l/xZsxsdj8wrPdMaMGSSi7Dffq5k/LHpK2sRKZOGFjTsFJ3Q6IZKackKniLR4TwnMFMLMPIZqUWiopCKPodLTi23DlFavVbY+YunOHRt/sM/27dv1ion+MCVbt2w6sYEZC7X+iP4ilCW1YHO18uyqkd2JDczs/LHERwgIASEgBFJLQD3Y582bx1pG0URWiDZz5kymI9WpUwdHxuR69uyZ0b+Ketaqvdd+V1EEUmwhIASEgBAoI1DBoNKHcMopp2BQp0+f7tlgXI2hhjKodLeys+Bzzz23cePGzp07Dx48uHnz5rwC3HfffS+++CIJ0qt82WWXkZ1DtUEblKZwygU7IRKGTuh0QqTAtHhLSo0LzMgEKoyhsukpTV32PeWbGdzmT/mEymbSpElPP/30kCFDSIdBWTWhCTffTbPU/p133sm+5X/84x9DpVn0wCNHjiy6hrwCnBBJKZzQ6YRIgZn3pggeoFLWONM7aMyYv2QmfFRKmDmupQpjqDQZ1YTejBE4xXqEGU/5PbHKPXr0uPbaa0888UTO8q00BvXuu+/u27fvNddc88Mf/hBPtoS7+uqr//znPzds2FCl4NgYas4hWz8T8RECQkAIJE9ATaJM4COI5ItmN0deOOiAtDaGypzeb775pkOHDj/60Y/atGlTiNZFixbxGckJJ5ygEmHC8GOPPYYnTdVOnTopTzKiW5h26vHHH19IXhJXCAgBISAEshHQH0F4JlHin5Iv/bIpd86/whjqrFmz3n33XT4/xfjxkQxmlR8bt0Uo1WeffdaiRYs33njj4Ycf/uKLL44++uiBAweuW7eOObeNGzdWCdK93KRJEzwjpC9RhIAQEAJCIAQBmUQZAlbEoBXGUHlb6dq161VXXcWkJP7SbUv3LLuLT5gwgT7bUDls2bLlyy+/nDJlyhVXXME6+xs2bBg6dCij/fojFpUa7Wta2aFSLm7gsWPHFldAkNydEElBnNDphEiBGeS+CBhGajwgqCDBqhrMCgZVA8KyMi+XNuWTTz45bNgwuuCxr71799YB8jpofWJTMaK0TY888kiW2v/kk0/q1avnMZ8ZJ9T16dMHQ86PmVDME1Z5rVmzxqwbzhJXnRo3bhyLhij39jnTdi1+R8ubM2eOctPbPHXqVOUu+XLNtil77eLW+0eU7ihLatvj40rWliU1bdo0ve8Eg8dqLUbGgHMkNWLEiIyqMiaFGJIKW8AgSZ155plBWAVJKiD2aEnpK8qswWhJxYedGqem0qZKXcmmqkMPPVQvFxrTdVX4xVC3bl2lvPCk4rhxlCpV4+jM9pAxsesnA+ETxo7OgDdOtkdfAs8rhhH9T9HkWZFjDlY0+ehSpbr79etHyEJ+FSYleRKih33hwoV//etfX3vtta+//prG68033+wJk+1w7ty5Y8aMwZ7pj0y6d+9+4YUXYiNnz56tZiExBen000+/9dZbjzvuOJWOTErKxlP8hYAQEALRCKi5NuYKNkGWr4mWl9OxLE9KUix42eedAjv6+uuv48baYbeZN0T7MjgsJhwR+F//+hctVBy8+jEdqWPHjryiYqS7deuGJy90zBym/Ro8WQkpBISAEBACQiCdBCp0+b788ss33njjeeedR6uRbl6+afnLX/5yww03sDFqKGtKUVlVnwlNfGyK1Vy+fDlt6qOOOgqDykpMLOzw0UcfMSh7zz33nHbaaXqOUjoBeVTpjiaPf6oOnRAJMSd0OiFSYFq8AaXGBWZkAhVm+Y4aNYqxT0ZPu3Tpwuyh1atXszKDmXSolZKGDx9+//33M3qKbaaZO2DAAJK65JJLaFarcVksLsO0Zvrpd0NGRNoiIDBtkSQdgWkLphMkpcZtVbdKx1alVxhD7dWrF6l7Fh00dbOnm3lo3S1jqNaRSoJCQAhUcQIyhhrwArA8hvrEE08EzFiCCQEhIASEgBAQAiaBCmOo5glxZySgv0zIeDYlnk6IhJUTOp0QKTAtB63K9gAAIABJREFU3npS43HAZOCP9p/nh6fFvApJylalVxhDLURQFYmrvwJKc3mdEAlAJ3Q6IVJgWrwfpcatw8RwNmna1LOYMLk0aNx4w/r1aVj+0FalVxhDtcgxWlIyhhqNm8QSAkJACGQjQLsQg1HE71DLBCzYvHcxYbTu3LHxxAZ8melZPi9bKRLwVzqtLY6fgGLJQggIASEgBKoiAWMxYYpfWhkRyBhquFrVy2iFi5ZsaCdEgsQJnU6IFJgW7zCpcYEZmYAY1HDowm4SEC51S6GdEElZndDphEiBaenW2Z2M1LjAjExAxlAbmEMLcAyyymXRxyQi17dEFAJCoKoRKPrzyi+AKgjypE24pgofQ5UWasJVJtkJASEgBIRA5SQgBjVcvep94sJFSza0EyJB4oROJ0QKTIt3mNS4wIxMQAxqOHQzZswIF6EYoZ0QCRgndDohUmBavM+kxgVmZAIyhipjqJEvHokoBISAAwT8Q5gJj1/6BUAtYQ1B6knGUINQkjBCQAgIASEgBGInIF2+4RCzrke4CMUI7YRIwDih0wmRAtPifSY1LjAjExCDGg7dyJEjw0UoRmgnRALGCZ1OiBSYFu8zqfFUwfSvqh/Hkvq2Kj32MVS2UJ02bZreqPyRRx556qmnvv322+OPP37QoEFNmjQxK0/W8jVpiFsICAEhUDgB/xBmwuOXfgEUKoiGjKvq+5fUJ1hJSYkJqkaNGhHW3E/7GOqKFSseeughvWP5zJkzsabXX3/9+PHjv/rqq1tuucVEIG4hIASEgBAQApoAZpI9ahov2MzyO2X/FmzGxzSfyuiy+r/5Y3ObOBqyWlg2R4zbt1GeMWPGtG/fftmyZSr76dOn9+7du3PnzhwOGzasT58+y5cvP+SQQ7KJE38hIASEgBCo6gSMVfX9S+pro7t3K5s9+9jgH6GRWiDqGMdQ6endd999u3fvriR+8cUXa9eu7dSpkzrcf//9W7RosXDhwgILkHD0sWPHJpxjhOycEEm5nNDphEiBGeE2yRZFajwbmQj+ycHcY3SrK9Nbq3ZYqbZ0xmVQaZXSwXvVVVeVlpa9Uqxbt45CNmvWTBe1adOmylP7pN/Rt29fEWmLgMC0RZJ0BKYtmE6QlBq3Vd0qHVuVHkuXL3OL6Oz97W9/27x5c11sNRmdbm7tg5tBYH3ohKNly5Y5dHqKE21gPEf6AU/lFhkwkQSCOaHTCZFUlhM6RaTF20pgphBmLC3UqVOn0tl71llnmQWuW7cuh6bJwcSa9lUH7tWrFyOs/B544IHJkycTheHYNWvWmK3ya665Rn8uNm7cOL385vY503YtfkcnNWfOHOVetGgRqpS75Ms126bs7bndev+I0h1lX5due3xcydqVKhhd1npnxPnz5z///PM5kirdtatajZoNGjQwB8Yb7buvGhjPkRTTnlWyAQsoSYFLWOW9ROW6ApH5ZKjKN062R9+IESMyPkVjYrXz7Zd2vF72FN318aLtz5U9kHPczvfcc4+61PlrPtvnzp3LlyOYBn7vvfeeDuN5tmczE54Cjh49mpD8+vXrp5OK5ojlsxlmG3355ZdqQBiLQpmxpldeeeWtt946YcKEtm3bKq0YTuYonXvuuVq6+mxGH2qHf560PqUcZIElMzdi88/J9ocp2bpl04nhlh7kOUXnQNakFmz2DIxzvdauHbpD31O6sIdKZNhYyYd3QqcTIqk7J3SKSIt3WXCY/ueV//FoUZiZlBLpF0CYIBr8EUu2bd30o4bVSnaZueDO/fD3BPYfmjrnzZtXq1bEvtuI0fyCTJ+7775btczwXLBgwaOPPood3W+//Vq1asUsJGVQV61axRylDh06mBGVu9FLX1evW3+vf/GmbO3VUO7q0qVLuTPT/zlno2WKEItfHpGx5BklUSd0OiES+k7oFJFR7pMscaoozNISrCkf0uimSyntopP2zQIpqLctmLEYVLNzn75fvkNt3bo1JevZs+eUKVMOOuggxlbpjeH7mTZt2mQosWGWOOufJ50hSlJeHTt2TCqr6PkULpL3IfNLL6TEMR5cuM7ojALHdEIkpUmzTn05HXHEEbQ5YrqcAldpnoBpJmlKd0JnXCING1GaZU6vutI0sdxPMFs6YzGougzKoRd26NGjx6ZNm+iw3rJlS9euXQcPHuwJKYdpIMDjj8+i+XraFJO3190MLO5kCGhDZWaX+8FhhkzGLZdTMpwlF01Az2jRPjiSeYLFMinJLMYZZ5wxe/Zs7cMA5KxZs5grNGrUKM+6gzpMmh16alKsInkG8Xpl/vAJnmOBIvWH0jlWJwkuJkfIAnXmSNniqdSKVIbKnASn3MVaIyYbc/Nyqn/n7N0XlW+xm2xxi+Kf2hr30HBCZ3FElncLB3+C2dKZRAvVcx04fcgzK5R+jKIZPkjrofA3+rAiTYV73Wanyl5fmy47Om0qypBWekRyYZj98FxaalU2NZjEFMpax5xULU0TDirQ3HM5MTeCT+9TNYhTQeSeg/TUuF+b6eOEzmKKDPAE0/cUT2bVgDEJR3CLQQ0H7eSTTw4YIXK3g36j16PuYZ+SwUUGLIvdYPoiPvHEE9ULR5D3DLsagqeWEpgZX7N2l6L8qVH7+NM5ymirNHBd6mIBr9U16O2jpSbvSEmN5y24EzrTLDLrPZUXffYAYlCzsynwTHm3Q0S7WP6gREXGp2SB6iJEj9Da9ueS8SJOZnjDL8YhH/9rVsDJjQLcoVoWqUkSiHxP5RAZ+xhqjrxdPKWXeggqXvV0KeuYZTZa0KQChwstMl/KurVNB47+RRur0xcxwxsNJr+Z/hE16zDzwc55PvvlZK5nYiZhAi8bUoo6hIltVt1i5l88zexyu7OJzB0r4bPpqvHshXdCZ16R5rWEO9TllJ1NmDN77qmSpR8wGLG38RMmATOsGFSTRn73kiVL8gcqdgj7Istb28EH+fMwUBfxymVWLmKdV+FPfJ2UdtiHqZO26tj175xXZnZLHFAFbHmF0q9T2hHqvSqPyIBSYg7mSo07oTOHSIuv6YVfEbauTOnyDVcXLAIVLkIxQmuRPARpoJgSCho82/NQVqlZ6YXe5wybMNUT3/O1D2oL7E/WME2MKXTbhekvoG7pVniLDzkHqnCRli9pfzmrVXOlxp3QmUtk+Wv63isq5OWUqfYi+hV+ZaqMxaBGrID0R8toYAq0LomVOshz0xOG/iJz1muZ1OLdoomxipYRuMyIQd+0jJcqolt5rzJl5HY7fUnnLlolO+u/N7MW0LiiEr6cskoq4IQY1HDwWIX/wAMPDBcn8dBKZIYmRcqsS8malTVaZoAZ5LmZMcxu0sb9yVHAW9Rz/xNRGxgnahzB2WByyvPTXW2mfzJvWsFFmtq0O5lL2pUaT63OrPemrsj0OQq8MnWBZAxVowjkmDFjRqBwRQ1UQeQeAxN5391Yy7Hjpcww9XMzx5CtPwxLQEdTq+5/PSioHHposALMaBkkEisbzAyZl3e15cCbIZYNrxAic2QX8yXtSo2nVqd5b9YZeAeXWeR7M8dVYPeUnSuT93m7sip9aoMGDUptGXUz67LLLlNz51IrVQmr0zsnTKOtmbWhaYaJOola3/8Zx3J0jWu8mqpuxWqfIjrywPQrM9H5zxbg4wFl9i2HFlmAjMhRdY1HTiGZiGnXuecCq/uLq6CRbbndZEDpXMxLEU/z0NaVKQZV03bboZpZ/ik5bpcqSfU5DUxGvMl0kybJoPC8MoIqPNncKZhPRkIW/UXH80qRBkm5AVb6sxmHOeIotRjUcFTZ35QuwXBxEgltNrPYL7167X0CfvifiLrMmSidmc+lxlfVuIm3TFrKBqRTAtMPyrwOrYvM+KD0v+iEsnAF3uMZXyn8kgq/wAvUWbiAIClYr/EgmWYIUz7MsbcXinazse+bLZ0yhpoBfg6vkSNH5jhb/FN7mlnbH7rF7vedMZVr24Ophkm7h9/111+vHLsh7MFrDkirU/ovzzjt1g6esHkBEkaHV44gscxk0wXTB0pJtS+y/EGZYzxYWbhsY+QmQ+Uu8B7XrxQ5JPkzjeBToM4IOUaIYr/GI4jQUYzL0vOEtKVTWqgadiDHrbfeGihcUQPV7e+ASAiZOrEimpnp1p5JOjztnttuu82fuydMWYCatart2ukJnLd1op74nu76vLE8uZgwPafScxiXyD0PSlVM/3C7tnB7Wyc5exfs3OM5JVmpETs6rUjJnkhcNZ49x2hnbOkUgxqNv8SyRiCzZbKWfKSEyts9+hFs9g6VpZglDHuT6Vi7Q+Z8dqukwj7xywTIf6EIxG/hQsmRwJWSgBjUSlmtThUqi2UqfhnMR3C2KcT+MIYPRfA3mLKWy4gYIlbW5Kr0CbOTw3RXaShS+PgJxDiGum7duhtuuOHss8/u3r37Nddcs2bNGlWcRx55pEePHnjeeOONGzZsiL+MNnMYO3aszeTiSWvbFAdEUvQKOveYE3N4Mh42oVOtIDJ07OQiOKEzAZG6w0MPmjZo0CBUNThxj1OiZHQWOLqfQI2HqtxsgW3pjMuglpaWXnvttVu2bLn33nvvv/9+ijF06FDqZubMmU899RQTPcaPH//VV1/dcsst2UqYTv++ffsWSxgv2uYPmNmU1D6raCKzScro74ROJ0SCt4g6zcsSd8a6Vp5JiCzv8NBzgsKuKlDEezwHOv+pBHSq0X39aqIces0TvyS/TxI17s81vI8tnXF1+S5btmzp0qXTpk3bf//9Kd2QIUNolX700UfTp0/v3bt3586d8Rw2bBhLJy9fvvyQQw4JT6A4MVq2bJl8xvql28w6x6SVGt8pgkhTW0B3WJ3mw9p0B8wuWrCwIqPlUnisoujMeGXmKEtyIs3+82zd9VmEFuUez6Ill3cCOgsf3U+uxnOhyn/Ols64DCp2dMyYMcqaUhoqhr+rVq1au3Ztp06dVPk426JFi4ULFzpkUPPXTBwhyl+698522TPVZdu2bbVr11YZJmZg4ihf3jTDPrjzJigB7BDwXZkZZm9lyclzxVa11Rho/KmnosaTPAFPFaCEnsXq1atrSWUBzLcTfU4cmQjE1eXbsGHDY489Vuf45JNP1q9fv1WrVvg0a9ZM+zdt2pShVn2YfgcDwEUTaYwyllavUa1GTQaHdG+MOVC0/dniiQxDJ4TO8gd35H68MLoqhA0hskK8pA+KqdO4Mve+82UCoETq1yN99eII1ZGYKe2C/Arv2wyVfSHZERc7x2/y5MnKgU+o3AmcsQqohTr19z5SODSfKmGzUOGLeVmGUWxLZ1wtVLMsc+fOpaf3iiuu4PUHf+pJn8XNNaEP0+/o0qVLKkSWGxj9/DJbBjUPT4fIfKRC6zTflEP24+XTkvV8aJFZU4r3ROE6PXdiHA2mMpG+qzfIx0Wx4jP7Nnct+7Bmmw6xSjKzKytXgM+rCKkssf5k+de//jWeOUZ/skLzV0H5ykHmd1/mUyVrUjlPFH5Z5kze2klbOuNqoeqCMgWJ7+LPP//8n/70p3Xr1sXfvG8zrp615YYLt953Df+2/WWifnFgkrA5q41pw8RVuYwbN46djJR7+5xpuxa/o3OfM2eOci9atGjq1KnKXfLlGnNO19b7R7DulDq17fFxJWvLkmIA+J13ypKaP3/+888/T5iOHTsGTGr79D+oNPlrqnrppZdUUviTlG7yegpoqsqW1M73/7rz7y+qmbHmjvPV92tRoYD3XaMLSKaaVcYCEuDDDz/kr/p5WYVMKlcB77umxn8eXp5PNY19N6sl7yn/nf+Yv+P13djVb/tze2tw+7S7y72rcanoAm770z3sxFQWnqT+9a5y6xrk0KPqjjvuyJFUzbYdObtj3p90GFMVD199iZasL5vHrkKaqu6555682HMkZV7tuy/R8gKSkS5g6VdrNStq0LyutHIcpiqd1O72SvXqZocHb7qqyWiyIvq2R7OwyqIKVjvfnKsE7Pp40a4lZdWxO6kn/kdduvzdOvEmFYa/5u3suUT17UxSGvvupAxV2ybcoJPSBcRnx9wn9JNh59sv6TBmAUs2rue6qnX4d5GkXlX9DxlMGk+St956S7UOX3jhhWeffValViGp9RUeMgTwJ0UWO16cXrL0A52dLqCZlPlkUJa40fyvVFcNe7k0nPG/2Ff8PazMh0zWRx/Y6ePd8566ffofS9av3V0Qn6qdb5Q9RXdjL78HTVVEMi9Rrvbd6ez57a708gcy2PUliv+OOY+pMJ6HzIgRIzQrMynzKVohqWVBn1cVHjKGqq0Pj94x93FujW9vu6xMd9T/qr/88stR4+aP9/DDD0+ZMuXCCy+8+OKLCb1+/Xos64QJE9q2basi9+rVizlK5557rjrcuXPnqaee2mjB5hp16+vUS3l3+8E+INbjhfqUdnBx8wjgItt9ae75+WP5w5SwluOJDcxYRPVH1LloR5Ck/IkHSZksoiXuz87vY1FAwKQ0Me2Ir3T+8pKp0rl582bz4vG0veKTpAUU8eoNUTpzSYo9DSZTtj8dSudnHs0nSDWRnV9DIdnlLl3GK9zTQEQSP08D0S/Sn1SQMCpxz99oEf2x/NzIyO/p9/GXxaOQw8jZ+RMPkpRfZBCfHOWdN29erVq1/OUK4hNjC/VPf/oT1rR///7KmqKGEVOGUZmFpJSpOUodOnQIIhSy5i/CsEGQXPKG0e99eUMWMYB+DSyihiBZJ6Az41hRqOG6BEQGYZU3jAWdgYdC84rJFiCbyMKrKVuOEfyziSQp3VWrx/LpIFUNxAgZFRglh84CU84b3XwU487xNC6iyLylMAPY0hnRDptSMro//fTTiRMn0vQ86aSTaJiqMI0aNerZsydW9qCDDmrevDl9O3w/06ZNm4wpaE99s2kfHJ63QvNUrG5zADjWjApJnK1mComeWNwkdPrHioINVmkISYjUmRXgcEJnVpEFV1MB5LxRTZFYC/N02aE5lm+ezuk2kzLdOSPlOmnqzBXO6rmMT+P6jRp9uXZtzZo1VVZm6YoiMkKJbemMy6AyUshrCwOo/HTxRo0axdeomzZtGj16NGs+dO3adfDgwfpsVkeabraTTz45q87UnKjV1QGR0EpOZ6QnoKrP5EQWdv2YOs0nmukOm4MZ13SHTUeHN0Vqz72OAqppbyIFu5TIjJYjWtoWkzIF5IFpBrXo9j2NS7dt3XTyfvXq1cuYSXFEZpSS09OWzrgMKqt4ZFvII8epXEVOx82WS6GcEwLFJmDr2W0rnWLzKCB/n+UgrYizXn1JRUyngNJYjmo+jXfuqFayy+7cYMtqE0wuxjHUBEuRXFZ63m9yWYbPSU+rCx810RhO6HRCJNVWprP82a0H+cIuvFd2BdhKp+IFlSqYtLnNn1ZaQeQey6Hmweq5uDpkOIeRlP7aLVwKFUNX0FnxVBGOspQuXSKzc7GlUwxqdsaZzixZsiSTd7r8zE9o0qWsohondDohEq4VdGZ5ulXEH+DIVjrlWVUQWe6Z/P+6/c2UCPUzVzAookjTwCt3jvk+RdQZvMqcEElxbOmMq8s3OHG3QrL4cPoF73OGAyLB6IROJ0QKzHB3ZXn7W7cUzT7YotS4tvGeguSYfVkUnR55eQ+dEEkpbOkUg5r3kpAAQqBQArQ2zCQ8H8Kap8SdHIE97W+VXWn59+vJ5e7JyWfjd5/fMyO96izZ7UHi4qF0+YarNb3eTbhoRmhPr06OLh0jUjinuZJOuJjJhnZCZ4EidcujvHNx9/+hPoQNWCcF6gyYS4HBRGQegEYfO0O2uZfsFph5YIY5bQumGNQw1KtVmzFjRrgIRujEnq07Xoou0tAbu9MJnYWKLG956FlCMS0FUKjO2Gt7dwYiMhxm38VjTjETmOFg5gxtC6Z0+ebE7Ds5aNAgn19gj/LbQ4/cxLQAd53eBYgMXBoCFtiTmZhOf5lM5abbH9KOSLN30Z+HDR87Om0oyZGGiMwBJ+sp8+IxuqYFZlZi4U/YgikGNTz7AmOYt0eBSRUvum5tmxL8Eyjo0Ga1NjNMbutlhozJnVF5THlJskJACFQpAmJQw1U3C2ozBhYuTuKh2XrF1kpaWbUHaG1jTRks1FtN+ZNKQmeGXEtCfYdeHJF+2fl8nNApIvNVY4jzAjMErHxBbcGUMdR8pCueHzlyZEWPNB5tezApkcYcir392OVIMqwk/vp2cxAoOZ3lkvb+n1P53mBsDZYYTDPX8G4ndIrI8BWbNYbAzIom/AlbMKWFGo79rbfeGi5CMULX7Z8mkUYXNzDM7xPSpTNLTTkhEu1O6BSRWa6yKN4CMwq1LHFswRSDmhmwZ6ivlG14q1fXQT1ntb84hEBAAuYlZLoDRpdgQkAIpJCAGFRvpWSetFKzVrVdO71B5VgIhCeQ+QILn47EEAJCIG0EZAzVVyPl0230h4O7h/127eTzQXzq9L+Vv+ZAoC9+8T22TRkbSgSzh2gkmb9Q0SMHDqszckaFRLQvMuMFVojEPXHt6yxYkj8BEelnEtlHYEZG549oC6a0UP1s9/gYI39lw357fPb5ya92r2BifA2WJX4xvWuf1Td49nnn4gZPKmzIUDrDJm4rfFwi/RdYYYrj0lmYKk9sEekBUsihwCyEnieuLZhiUD1g8xzW+E7LPCFScDqUSD0XV0/TNRcKj7U0oXTGqiRH4k6IRL8TOkVkjist7CmBGZZYjvC2YBbBoNK1eN9997344ovM9DnppJMuu+yyOnXq5CiqnEqCgO0GUxKaJQ8hIASEQJoIFGEM9cEHH2Sb7jvuuOPOO+/88MMP//jHP6YJSB4t2599JE+IFJwuokhzIBZ3bhhF1JlbmHnWCZEIdkKniDQvrQLdArNAgGZ0WzCTNqhbt259+umnf/vb3x6+5zdgwIDnn3/+m2++McuWZnfNw7ukWZ7SVhSRevKq3lbF3LQ5I7Si6MyoJIenEyLR74ROEZnjSgt7SmCGJZYjvC2YSXf5Ll26lO39OnXqpMrWoUMHxvBopx5//PE5SpueUzXbdkyPmGxKiiOyfPJq8LHY4ujMRi2LvxMi0e6EThGZ5SqL4i0wo1DLEscWzKQN6rp162rXrt24cWNVrlq1ajVp0gTPLMUUb9cIyFisazUmeoWAELBFIGmDyuLyGFRTPT2EerCNaUqcYpapuUFJ6beblaf+WIWFjPHZsGGDTopko4Txpbw7EZ+n6bPzzRdqHX+66UOUvLGyhvEVhJAZypJTkj/xrCLjyc4vIJsP/ia6rDpDljdgdtmCmZL8YQoR6SmvP/GsPr6ayntVFKIzN4FsIiOULoRIHwGyywshgiR/6bKJzJy4T6ctkZmzM26NMp0+ATxFeaKae3gEkZQ3Oz+oID4pgem/wj3lLdO5dctu/z1mSJUu7N/qL7/8ctg4hYR/9dVXWQ73hRde0In06NHj17/+9VlnnYUPI6zdu3fXp8QhBISAEBACQiBJAkzrqVu3brQck26hNm/enLcnZiE1bNgQxTt37qSh2axZM6WetyoKU7NmTXPh3GgFk1hCQAgIASEgBIIToG3KQjdm4z54XBUyaYPapk0bjP/ChQu7deuGgkWLFmE7jzzySKWmRo0akV8NwpZcwgsBISAEhIAQMAnoYUTTM7g7aYPKGg5nn302Czvst99+tETvueee0047Tc9RCq47sZAbN278n//5n7feeos3l+9973uDBg3S7Wmlga9peQlgeYrEJHkyev/996+88kqP58UXX3zhhRdu3rwZ1H/729/oS+et5YorruCFxhMysUOmcz/yyCPPPfccSDt37jx48GC6K8h99erV48aN4x2LF8MTTzzxd7/7Xf369RNT5c+Iuh4+fLj2R9WcOXP0IY7HH3982rRpfP1lehbL7RHz73//m6rXYnhbnTFjBvea9knSkaNmZ82aNX369C+//JKv57h6DznkkCSFefJiUuS9997Lx/Hc49/97ncHDhzYsmVLxPfp08cTkgGpq6++2uOZ5CFNqKFDhx533HE9e/ZU+TI+yj3OyB33+FFHHYX4//zP/0xSUo68vv76a/XwxErxnL/00kuZhZojfPKn6C61u8pQ0mOoIKObl8Uc5s+fz+X7ox/9iCsgzSsl3XDDDStXruQu4prguY9+7j1d8VgIfueff37//v21Z8IOeG7atElnOnPmTLrNWT2jadOm119/Pc+Fq666ig52bMAbb7wxZcoU1dmuwyfmQBLCsFU8re666y5qH5L8ZQT9gAMOuOSSS7799tvbb7/90EMPvfbaaxNT5c/oT3/6E68gN910kzqFTdp33311sBUrViCVV6jZs2drz2I5/GKYo8DN9cADD2hJiC/KAEqOmuVdhKfYkCFD2rVrN3HixMWLFz/22GO8XmvNSTowUf369eOdnluYHjLQrVq1atKkSUBjNEorWbBgwf3334/sItp+kPIIevbZZ3l91wZ1/PjxL730ErcM9zu3GN8lFhGmxoUDsOjE3vPqzMPz7rvvbtWqVXFvbVOeclOhb775plJ122238Rmnv3Hij5XDJ+mFHZDCSwpGlOcRVwY3VZqtKWr5RvYnP/nJEUccQduud+/e//znPzFg+H/xxRdY2T//+c8tWrTIwTeBU/CkCaJ+W7ZsoUVCM5q7i4bga6+9xmOCRgAWiwuFi5urJwFJ/ixoKythXbt2Peigg2iGrl+/ngfWV1991bZtW7TxWg1kUNPg9kdP0gcrdfDBB5cT3c+0pjzRxowZ0759ex4WSUrKmFdGMYiHpBaPoyjWFMG0TjLWLOh4q6MZ/eMf/5jLkl4TFC5fvjxjGRPwXLZsGUaIl04sJeh4Iv3f//0fNh7jqjFyiz388MO/+tWvimhNqdnLL7+cZrTnhZgH1CmnnEKXD7cVVNeuXfv5558nwC1vFh999NG//vUvbJV6eA4bNoxGFGzzRkwsQByrDBXBoCbGy0pG9KK88sorPPppP82bN49nBHcXKX//EiVpAAAOI0lEQVT88cd8QTt58mReu6xkZCWRCRMmdOzY8Yc//CGp0YrinYur2UxZTaA3fZJxM1jOE+qEE05Q2WHjeY8GIP3n11133Xe+8x38P/vsM1Z47tKlyGtR0WvKsykjFlr52NeUTETPKIbHbjbxGUsUnyd1mrFmwUtPLzZAZc2bH73W3FbxKcmd8v77789LEn9VMAYmcHhuk0cffZR6143C3AnGdPaDDz5g1IYb3LMAGQ8oep6wo7zoMzYBdnqAYtIQKlnsOo0l/Qpy4IEH0k7FyoZKJNbA2VYZKiTTdPVoF1KSmOLSDP3973/Ptz2kz9Nf9/d+f88vpkyjJfvpp5/SV8mghYrO4N8xxxyjk6KfjXcC3mS1T5IOjCVNee583vRp3B999NH0Uig7qmTQSKVtShj62JMU5smL9hOtJSoaXHSko5NuK9UJQVOG7nS1ErUnVvKH2cRgUOkMYGlPnrB0qNI/oZ9oyYtUOXpqliuBByt/GY9gMAVTyvqjRXwJoMF37LHHajhPPvkkQ/h6miT+fJJAdxpNWN4IdbDkHeecc07GTBmA+OSTT3r16oW8evXqMZgC3owhE/bkdZn3EvrJ1BQZeqQYsKRHKmEZObKLY5WhYl4iOYqaklM8Xm+55RaapFgpTCmN0ZEjR3JZpESeR8Zf/vIXHgQMA3j8OXz33XcZa/nZz37WunVr/9kEfOiLpl1CXx9dfKNHj6bFz9wK1RpQufNUZTxDd00nICljFmvWrGFpTB5MI0aMYBiVfkvVVc7rP+0YDJWaSJUxbmKe2cTQCYyhogeVV8CxY8dSChxFf4R5apYrgduKqXwXXXQRO2RgvbBVeCZGL0dGc+fOZarUb37zG9DpYAz8YxvooNY+qXIwr5O2INXNEC+zJnlAcXOlQSHry9L9wNAplcuP5yfD5FyiadCmNGDvPS8fNEIKfLxLC9Vbv3Tv0JmmfH/+85///e9/x0fZoVGjRmGT/vrXv7LrnDdassemyF/+8pdMR8Q4MdOPYR6/EEZSsQ18p8QsO//Z+HxMkZDkpsKIMueIHOkMxId+YL2qM8OW+NM8pWONgV6m+8YnzJOyqROYzzzzjJ5mTI0z44x5v/Tw0+mnlh/xRE/m0BTJPU9Pg18MDywa1rz/qQk+NAGBTC86F23yItVlSb6emkUeLwS0q1S7kDE2apx76vTTT09GJLmYMLXOp556CuNEdf/0pz81lTDyRwd18nOmMoo0heGmH4LLlfcSNVDCWyDzPJib4p+f7IkY06FHM60R7iAmRvCCgjD6fsw3lZg0BE+WQTGP+cTEYlODp+APKQbVy+Tcc8/V9pIef4YBdKuuUaNGNFLTMOZvikQVZWD8nzdTNXpqFonPVOgFOvXUU5ltkfD8FFMkthNVjKMobbTzAEsvEE3A9957T7/+0zuE3cLTLELcblMnMLU1JV/00DpBJ8PntLDPPPNMPHnL5j7ETdPq5JNPjlueSl+LpHnHMAQjahnFQFXrwXRx6SbZQtUi0QBG3vD8Nau6oPWVgGAuBghr2Qk4TJ2qQ5KRCLpP+NLM/OgIJVS6mrKUgCpPFqZIdY97AnBIhwp/9bdwWH3cRXxAeTQje+rUqfSsApmHD+5UzTjhwuNGzrbKkJ92EB8xqF5KXAT8lC+3Ex2AjPSo+58xSF4J9fwFb8wEj02RKluesDQFePqbKphORd8aLYCifNXjF4nVZ1QShapnlcc94768w9JsVR/PMbzKs1W5zYLE6jZ10lSia5cuCkWSC0Dp4XMF2lVKBl9Q8CbO9BBmgcYqzEzcFEk3mu46M8UsWbKECd70rak5PrxuM6nS35A1k7XrNkXyCpWxZtGGEeVKUOOmzLTknqKr366S3KmZOgnJh1JYU+4RmqeeiJSCRtVhhx3m8U/g0CMyY47qWYTJV7Ml6KaixjMO+mSMbt3T1MxrMVej+kyOjOgnQ566/a3nGy1BXj5opGZbZShammJQc3Fjxiyjkiw+zAwa0DMhhWeopxVIi4FfrlQSOUd3iupb07kxp4a+IPbFY8KCbgEwRdBsxOjAcTuwnXxzjHXnozSmgTAmzexE5vqCjnnI6GSoEotFnxu3nO4HjluVP326zqhoRnnpHuftFeOETs9MLtrQvG7rfgt/InH7mNM4TTE892kB0CGhvu3mY0paBrqNGLcqT/o81rPVLH2q6nUEtYikCEXcvZFXOr6FVU0rfZtgGNToGrdVESdMeZD6D2ljcVtxN9FZgvuJJ56gvZWSWehUK/Pj+Cqa7n3embiVeF/xfPPjL1GSPjwJra8yJAY1Tw1iTbkUuF5pE/C0xSR4Otl5tvLLk0r8p3kWeF7zeSVk2JKJteZ7t/lJePyiKuTAuyrzJhg9hSRLvTBXhdOgY6AFO4owuih5WcFRIVqyB7xwUMV/+MMf+FKWiuY7n4yN+zTUuAajxTDPkw+luFyZi4QnrRaMa1Hen3LXLHO7YItUHri8PPnvKV20BBysisAFyQAqP50dbWu1Niq3leoT1qfS5uD7Tm4r5iLRf8bLHzXOVKCUiLzxxhupXCZ28ILCSGrfvn1TIkzLwNjz3gxDrgG1ypA+Fc1RhJWSogmVWEJACAgBISAE0kxAPptJc+2INiEgBISAEHCGgBhUZ6pKhAoBISAEhECaCYhBTXPtiDYhIASEgBBwhoAYVGeqSoQKASEgBIRAmgmIQU1z7Yg2ISAEhIAQcIaAGFRnqkqEppAA3/iyrpb6sYUy6+ywS52t75JZ/oJPDlifgYKz5AWT+88444wLLriALCKjIDXz+5Ag6fDNGJv+BglphuGTGGgkvOiVKUDcQiB5AvIdavLMJcfKQ4DPPbF5ajUiFtVic0o+A2XtN/YAKLyQfA6L+eSTTSw03++y6Q3LILCfDOtO8K0hVjxCFiz2iz1mHYPgcfV3rsGjEJIvesHCft0s4BwqogQWAu4SkBaqu3UnylNBgKXp1E7UrAPHKupYPrb9YUetAsWxxzW72bMIM+mwsR37tbHIFGt3sOAAK3WwWl609G21noPkjkFlKcdU7SkdRLaEEQKRCUgLNTI6iSgEMhDo2rUrZu/VV19lgWKWX2FBcBbWp8OWFhtb6Fx++eWYNCwi7Vq9qwkLyrCUPEvem8lhlVm6RW1ygmVlfWO9UDOrM5IsK+OYe3ewuTR7eJkp4GZtGnN5GsKwRx7+tG7Z1pslDNn+c9asWawH9B//8R/00Ood4PHHZpMFq//rRYzDFgd5rClIm7i4q195mMihEIiPgLRQ42MrKVdRAmyoQscshccsYcPo88T+sdQibjbXpAuX9XVZ8U7RYayR5SE9m5dhdNnDTq8hzH4d7HmuabIxOwFYuF/74MBGsv+558f2bZ4wWE0WfSUYf7GpCGNtRdb6Z3SW5ev+8Y9/EP6FF1546KGHWBB48uTJWHT2XVCJRCgOKwuyBKapQdxCoBITEINaiStXilYcAiyfyyrK5E2zkplENChpC2JE2Qxg1apV+NORS6OTZituOkUZECWMqZVRWPY20LsdMJPI3AlZuVmD1IyCnVY9z+ZfFvr3hKHVyJK/hGFkFANJ+5V2M6Oz7JmKSVY9ycxaOu+88/CnExuzqrdXilAcirB69WpWbDdliFsIVFYC0uVbWWtWylU0AjQ66eAl+x/84Afvvvsum5l89tlnjKqyDyAbsODPTixsVsN2ocw5YgNwRl49WlXrU/fxYqFN86ncWFAzFumwMLrpg1vvnu3x55D5t2yg2759e32KpdXZxYxDtlhBmPLH7vIeoNwRiqOKQJdyqrYZ0UUWhxCwS0AMql2ekpoQqPbxxx+zLRQgMKXPPPMMn9MwlHjRRRexqaqmQyOVXl9MKROOaAVqf+VQE2tpSqpDWpBqh3Z1qMwtHb9mLCYrmdZRnWKXDzOM6fbPTsJH5ctf86waxyVuhOLoIphZi1sIVFYC0uVbWWtWylUcAgyIMuTJfCKyZ74P28AxSMkQKdtq0k7Vhgory77QjGW2a9eOCUEercpY6o84adH++9//pkGpgrElMtt0e7pz6cul1ev5+Q2qMpmkQ68vzUd6nnXWfPOj9v5kOhVzjJU/gv/3f/9XuSMU56uvviKux/brHMUhBCoZATGolaxCpTiJEsDeMFxKlyY/enSZc8RU2549eyrLhNH629/+hj9t1ptvvnnjxo1qlQYkMjCJmcSgqg9jPKI5iy3kUxnlT8g2bdrw+Sm7YTPHh1jmHreeuLkP6T1mRJMx2pKSkh49ejApacGCBawgMX36dLqg1SQmxlMZRp07dy7Dn+PHj1fjviQboTj0HmPjVQd4bmFyVghUAgLS5VsJKlGKUDQCNPiYEMsPBQxqMm2HaT76exhmJNHNy8Ra+myxXrRE33vvPa2V/t6PPvoo4/oMJEsXLuOvTGUiPIdsec1ezWzNzWAkI6M0cHU6oRxs7Y49RiQLUJAO3bl8SMPbADOTb7rpJs6SGs1rpkSxiARtYqYmseu7yiJCcSgvBQmlUAILAXcJyAbj7tadKHebAGaYlustt9ySsRic4stUGo61arnx1usvDpOzaPI++OCDrVq1ylhG8RQClYyAdPlWsgqV4jhAgNFTJuWydEOOJQAZJaWnl37X9JcnW3GeffZZWrdiTdNfg6LQFgExqLZISjpCICiBt99++4477mCm0rHHHpsjDmtBMA9ID7vmCFncUxmLQ/OUhSyYk1VcbZK7EEiSgHT5Jklb8hICQkAICIFKS0BaqJW2aqVgQkAICAEhkCQBMahJ0pa8hIAQEAJCoNISqKU/9K60RZSCCQEhIASEgBCIn0B1z54V8ecoOQgBISAEhIAQqIQE/h/RQq/fafW59AAAAABJRU5ErkJggg==" alt="" /></p>
<p>That 150 minute bar is the day before my Mock exam.</p>
<p>Till tomorrow, where I&#8217;ll post my data for Physics.</p>
<p>Use this method of Study too via: http://www.gluedstudy.com [my own development]</p>
]]></content:encoded>
			<wfw:commentRss>http://blog.arboroia.com/2011/05/12/leaving-cert-nears/feed/</wfw:commentRss>
		<slash:comments>1</slash:comments>
		</item>
		<item>
		<title>BT Young Scientist</title>
		<link>http://blog.arboroia.com/2010/01/19/bt-young-scientist/</link>
		<comments>http://blog.arboroia.com/2010/01/19/bt-young-scientist/#comments</comments>
		<pubDate>Tue, 19 Jan 2010 17:49:22 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://blog.arboroia.com/?p=22</guid>
		<description><![CDATA[I&#8217;ll have a BT Young Scientist post up in a few days. Thank You for your patience]]></description>
			<content:encoded><![CDATA[<p>I&#8217;ll have a BT Young Scientist post up in a few days. Thank You for your patience <img src='http://blog.arboroia.com/wp-includes/images/smilies/icon_smile.gif' alt=':)' class='wp-smiley' /> </p>
]]></content:encoded>
			<wfw:commentRss>http://blog.arboroia.com/2010/01/19/bt-young-scientist/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Tea. Coffee. Dublin.</title>
		<link>http://blog.arboroia.com/2009/10/29/tea-coffee-dublin/</link>
		<comments>http://blog.arboroia.com/2009/10/29/tea-coffee-dublin/#comments</comments>
		<pubDate>Thu, 29 Oct 2009 18:45:27 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://blog.arboroia.com/?p=17</guid>
		<description><![CDATA[I went up to Dublin today &#8211; from Kilkenny &#8211; It&#8217;s all the usual hassle getting up early, arriving at Heuston wrecked and spending a Day alternating between tea, coffee and shopping (time leaning towards tea/coffee&#8230;). Interruption &#8211; I writing from the train ! (Bought a 3G modem yesterday&#8230;) &#8211; Read On&#8230; Later we went [...]]]></description>
			<content:encoded><![CDATA[<p>I went up to Dublin today &#8211; from Kilkenny &#8211; It&#8217;s all the usual hassle getting up early, arriving at Heuston wrecked and spending a Day alternating between tea, coffee and shopping (time leaning towards tea/coffee&#8230;).</p>
<p>Interruption &#8211; I writing from the train <img src='http://blog.arboroia.com/wp-includes/images/smilies/icon_biggrin.gif' alt=':D' class='wp-smiley' /> ! (Bought a 3G modem yesterday&#8230;) &#8211; Read On&#8230;</p>
<p>Later we went into a French Tea shop &#8211; sells everything &#8211; so we stocked up on some real Earl Grey and left. I later found (In a coffee shop) a left-let in the bag detailing some of the rare Teas they supply.</p>
<p><img src="http://farm1.static.flickr.com/127/343926153_e5c9a8d1df_m.jpg" border="0" alt="Cast Iron Kettle." /><br />
<small><a href="http://www.flickr.com/photos/48889077511@N01/343926153/">Photo</a> owned by <a href="http://www.flickr.com/people/48889077511@N01/"> iMorpheus</a> (<a href="http://creativecommons.org/licenses/by/3.0/">cc</a>)</small></p>
<blockquote><p><em><strong>Rare and Ephemeral Teas</strong></em></p>
<p><em>Yong Xi Huo Qing</em></p>
<p>This tea lives up to it&#8217;s name. Originating&#8230; BLah etc.</p>
<p>Price/100g: €35.00</p></blockquote>
<p>What I just cannot understand is how this lives up to its name (and it&#8217;s price). If anyone can decipher the title I&#8217;ll&#8230; I&#8217;ll give them a golden star.</p>
<p><small>I&#8217;m working on a Max 1 month between post schedule. It could be less but never more.</small></p>
]]></content:encoded>
			<wfw:commentRss>http://blog.arboroia.com/2009/10/29/tea-coffee-dublin/feed/</wfw:commentRss>
		<slash:comments>2</slash:comments>
		</item>
		<item>
		<title>&#8220;Out, Out -&#8221;</title>
		<link>http://blog.arboroia.com/2009/10/08/out-out/</link>
		<comments>http://blog.arboroia.com/2009/10/08/out-out/#comments</comments>
		<pubDate>Thu, 08 Oct 2009 17:29:32 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[english]]></category>
		<category><![CDATA[importance]]></category>
		<category><![CDATA[life]]></category>
		<category><![CDATA[macbeth]]></category>
		<category><![CDATA[school]]></category>
		<category><![CDATA[second level]]></category>
		<category><![CDATA[you]]></category>

		<guid isPermaLink="false">http://www.blog.arboroia.com/?p=3</guid>
		<description><![CDATA[This is my first blog post &#8211; hope it goes somewhat well. Anybody doing the Leaving Cert for 2011 should recognize the title, maybe even those who have read Macbeth. I&#8217;ve become more interested in English classes as of starting 5th Year. Up until my Junior Cert, I had a good yet verrrrrry boring English [...]]]></description>
			<content:encoded><![CDATA[<p><img src="http://farm4.static.flickr.com/3430/3306528922_4a9b7c467c.jpg" alt="(cc) photine" width="500" height="333" /></p>
<p>This is my first blog post &#8211; hope it goes somewhat well.</p>
<p>Anybody doing the Leaving Cert for 2011 should recognize the title, maybe even those who have read Macbeth. I&#8217;ve become more interested in English classes as of starting 5th Year. Up until my Junior Cert, I had a good yet verrrrrry boring English teacher. He speaks in a deep monotone &#8211; the falling asleep of students in 3rd year while in his class was not unheard of (if not even regular). My new teacher makes everything animated &#8211; I barely notice the 45 minutes passing. He manages to make poems interesting, which is a pretty hard thing do&#8230;</p>
<p>We even started debating the meaning of the title of a poem up into philosophical meanings.</p>
<p>The title of &#8220;Out, Out -&#8221; by Robert Frost contains so much more than what it seems to be. It is a quote from Macbeth by Shakespeare. Macbeth is very deep in his depression.</p>
<p>&#8220;Out, Out brief candle; life&#8217;s but a waking shadow, a poor player that struts and frets his hour upon the stage, and then is heard no more: it is a tale told by an idiot, full of sound and fury, signifying nothing.&#8221;</p>
<p>That quote has one of the deepest meaning of any part of Shakespeare&#8217;s works. Life is as fragile as a candle. It both easily be started and easily ended. Everyone thinks that they are the centre of the world &#8211; everything revolves around you. Yet many people waste all their opportunities to make any real contribution to the world &#8211; because of what other people will think if it goes wrong. Yet think about it; if it fails the word may spread; but where to? It probably won&#8217;t go further than your town or city. How big is your town or city compared to the whole country?  How big is this country &#8211; it&#8217;s only a tiny nation hanging on the west of Europe.</p>
<p>- Most People overrate their importance.</p>
<p>Too Many people just get born and die &#8211; &#8220;life&#8217;s a waking shadow, a poor player [actor] &#8230; frets his hour upon the stage&#8221;. Shakespeare tells us too many people waste their life on this planet.</p>
<p>The truth had to come out. How many opportunities did you not take in life. Did you many even regret some of them. Sometime in life people will always get chance to improve humanity &#8211; and get remembered for it.</p>
<p>Take it.</p>
<p><small>Image (cc) Photine</small></p>
]]></content:encoded>
			<wfw:commentRss>http://blog.arboroia.com/2009/10/08/out-out/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
	</channel>
</rss>

