面试总结:QuickSort 解析
Quick Sort
http://en.wikipedia.org/wiki/Quicksort
Quicksort, or partition-exchange sort, is a sorting algorithm developed by Tony Hoarethat, on average, makes O(n log n) comparisons to sort n items. In the worst case, it makes O(n2) comparisons, though this behavior is rare. Quicksort is often faster in practice than other O(n log n) algorithms.[1] Additionally, quicksort's sequential and localized memory references work well with a cache. Quicksort is a comparison sort and, in efficient implementations, is not a stable sort. Quicksort can be implemented with an in-place partitioning algorithm, so the entire sort can be done with only O(log n) additional space used by the stack during the recursion.[2]
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" 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1. 平均复杂度:O(nLogn)
package Algorithms.sort; /*********************************************************
*
* 08-722 Data Structures for Application Programmers
* Lab 5 Comparing MergeSort with QuickSort
*
* A simple QuickSort implementation
*
*********************************************************/ import java.util.*; public class QuickSort {
//private static final int SIZE = 100000;
private static final int SIZE = 10000;
private static Random rand = new Random(); public static void main(String args[]) {
int[] array = new int[SIZE]; for (int i = 0; i < SIZE; i++)
//array[i] = rand.nextInt();
array[i] = i; //int[] array = {3, 4, 6, 1, 7, 8, 6}; // reversely ordered
/*
for(int i=0;i<SIZE; i++) array[i] = SIZE - i;
*/ quickSort(array); // to make sure sorting works.
// add "-ea" vm argument
assert isSorted(array); System.out.println(isSorted(array));
//printArray(array);
} public static void printArray(int[] arr) {
System.out.println();
for(int i: arr) {
System.out.println(i + " ");
}
} public static void quickSort(int[] arr) {
recQuickSort(arr, 0, arr.length - 1);
} private static void recQuickSort(int[] arr, int left, int right) {
// Just the input parameter.
if (arr == null || left >= right) {
return;
} // we just set the right node to be pivot.
int pivPosition = partition(arr, left, right, arr[right]); recQuickSort(arr, left, pivPosition - 1);
recQuickSort(arr, pivPosition + 1, right);
} // partition the array and return the new pivot position.
private static int partition(int[] arr, int left, int right, int pivot) {
// set the pivot.
int l = left - 1 ;
int r = right; /*
example:
let 6 to be the pivot. (1) At the beginning:
3 4 6 1 7 8 6
l r (2) After the first while loop:
3 4 6 1 7 8 6
l r (3) swap them, then continue to move i and j:
3 4 1 6 7 8 6
l r (3) swap them, then continue to move i and j:
3 4 1 6 7 8 6
l pivot
r
(4) swap the left and the pivot.
3 4 1 6 7 8 6
l pivot */ while (true) {
// Find the first element which does not fulfill the rule
// It will not move out of range because the right node is pivot.
// 使用< 很重要,这样可以避免l跑到pivot的位置,就是right的位置
//while (l < r && arr[++l] <= pivot);
while (arr[++l] < pivot); // Find the first element which does not fulfill the rule
// Don't need to move r to be left of LEFT.
while (r > l && arr[--r] > pivot); // If r <= l, means that all the elements is in the right place.
if (r <= l) {
break;
} // Swap the first two elements that does not fit the rule.
swap(arr, r, l);
} // The l pointer point to the first element which is bigger than the pivot.
// So we can put the pivot just here. Because put a big or equal one in the last will not change the rule that:
// all the smaller one is in the left and the right one is in the right.
swap(arr, l, right); return l;
} // private helper method to swap two values in an array
private static void swap(int[] arr, int dex1, int dex2) {
int tmp = arr[dex1];
arr[dex1] = arr[dex2];
arr[dex2] = tmp;
} /**********************************************************
* Check if array is sorted. A simple debugging tool
**********************************************************/
private static boolean isSorted(int[] array) {
return isSorted(array, 0, array.length - 1);
} private static boolean isSorted(int[] array, int lo, int hi) {
for (int i = lo + 1; i <= hi; i++)
if (array[i] < array[i - 1])
return false;
return true;
} }
2. Worst case: O(n^2)
以下代码展示了一个worst case:
当数列是有序,并且每次选择最右边的值,那么quicksort退化为O(n^2)的复杂度:
TEST CASE:
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" alt="" width="251" height="57" />
RESULT(因为递归层数太多直接导致Stack over flow):
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Lf7RC9jNyh02fdbeZHLmd3KOld5COyvuihhD8xOZ/75v9eYEvUgY2ZOZ9t3LmXbZo/TODpbjfyM94Wcbq8sRtyadevnm98ZTMVot7bkT1sUj2W22c/+zt77XaUSfl3tE0iGWf5iPIMGU/UCXd99KEnwsdT58LgKqUrl7/IvuQv45Oquify68YHDEXzE/z6WPIz3jdl876I/k5EkfLqiYUIaFqk8DI23DcWr7npr4u6IuJGoWclHaZexuJFp531f3af1W8py8v/UvSNN47/l5W865nHlg9pqOejy6uR4xoRWMqXjGuYvBROG5NYvnh/HHRcE3e+AGoY3IyyOMImNLf64SfYnryj7GXrvd8Czz7ZT3b83EWZwyLCeIzVeLho40zGnO2u1XWHwVbw4W5TJLm06qAIi/Z20qK5Ytw+Y2eOnjWbZ2d/GqhM5P6qm//4XU/Q/BN8ufPA/T3yoUfzc4dnYHoSLUJ5zlm2LHKOwucsK9NZ5DD3BNv03kR2mzQG1PtmyFxkWAwb4mmr/eRDwjbomF5ggrIPO1615cM1ptYLJPjfqueuF/1EPGNuzxQkTOT2Vw7rOU6WAyRgz931msiDYxzoSdOn3nuG9XP0plEOQpc0U7NRR/rj7B008KmVNPX5x+lPc3bS13OfpJvwg2KAXhnTj9pdck6o9Opf0w7x3tHjdmx1M3XoeG4oOiUt0v53/0ITTaZHf7Sfnun0K/Mtly6uFjw3gXGseA5ZKe748iDlIMnqwZM1YuQfpU/efZV+33s0bRc0rqARb0ykJ3q2p1oVhWMclmp0ZcdORIuWIewqmrH0a+r4YFPfeMfWvUPTLN9Bt9ClXpJ/thXAfh45kGG/xGGT8f1o1R56tPmVccRCkF5v0YK/16OHql9PH+B1/TPt6b7aX9C8gXHGp7r04DN/pUGL/qCn9+mmA0Str6QLr/kN3pfrbod+PI3nL3W7/Xecvli2wXhtcj01qGr7pM5Wmc7/1aUgvycFSeTTgS+/MOi2a0QXepVzMlL9eQdNuPPvBqWbXqQ9y/+XGprye0bjefM2Z138G5rSnmjQaqIP/7GYllfL0ssbCgV6uKstv8mu99+unmWmQ/TIC9Po+tpuOSDK+WYBDRq3VGf8b/M3093Db4jIRAXmASjq9ZeLzKBnVyCPEBQ2XgQDHg5B6lyycfVgRzgVz7on2IuwZHy6xHDr1YmaFko7YLLg0e5yn8Ppn5oBiCqU95Iq4W1bQtZLm0AUW80bqV8f9DZzEOb1GTTu4pqiTj12b0vviD9/Qwsn7dX97k1r4h3GzzVkXgqljUkkX8hvmHoYb74oJG5GMdSm7iMfpGG9ZuL1JZrwdAFtSjd8xvW9ybNtM3xT/x/Zhh6h3ejm3SYMtm4a0d4bd7uHWgx4h7a3IBrSo7cRtOmf6ZZGVfyjBS2TKg2oM/rJD9BP0pJl9HXOI9S6MNsk/5z4+1S4jNr2IJrN+8Kmreg3t95Ktf1Du3yq0bV3DqGFdz5G+9e/SY+0exijWpjX/07/mnAHtXMNuhNqq5Mxpk94vOrKftjX7z6kIX/6zIjdbTr1af4/4ShVqUmtIM8fYGKydOXnlDP4SnKK21HaMNseJ1/k9AyXpk+sf5/M8/FJvfMvUpGEpRjAjgHCjgE9CV0x0LA6NevzF1q378fIZIEBn2z6mUrnnk8oL92MfvYtyvYLWMrcf8r5TuTohrbW1Jw7/UQnTlpeTgHKoxOWBzl9iALjWK42XYlGTjfrXqe1mYK0bjmzfyH9CZ1DVMMVAfPG0BXl69CNvS1lAFcErKKjp7+kcQ8GVQYYqV3bdzimUYZ566He9O6+M95sZG2gJzo8K/xe6XeDo2PPtXz2nSA+ZbbMqa9mU7fuL1qvcT0rnWfL6dIhz9K6rLiiER3KoXLntKH5Ge8LOX/r0ato8HvfxEmAKPdHu9w7XmfISqWza4n4I99eT/nizbR8u5Ze550uN1deSIF0TDHqrEHU678cXX2rKVTrltH+aBXfHf1st4P7/Tjt2rZHd7yxs7tRd4dN4J1VpgsxYNHNFdcLZQB/z7MrJuVFAF6Devz+90a8tU9SpzsnGPZej9ENdlFRmHpvEPL6P0qLJprKiyYv0p+H9acHHngg4vf4M6PoNjP6+hFzaKeoGDbNjKPH7RfTdip9sVBaPnxPa1dHagQKGy8iMQ+HIHUuFK4h5Tyldc8Dh8ScTtIn78zUSTx+9w0Uj26WVSifWJJW7P1H6QfLLp7H6cPXDH6IBlJa4zgHeqHrpUg4iqUidRrwvOm/kJ5++jXDjoFop3pnecY7tXO1qYh+glo3jFTCeUayHEPnJfVtTEL5Qv5C1UOKL18UGjcD+Ms79RTjitfGTTIXLwZSj+vPtUomac9oYzV3Ikf+IzfIJ+mtAV1prL2yIoKHw1ZEj2k56/yb6DHe90lp9/zDbViSiGICl0kNuvp2LPjoZiENe8VWDkZJpYi9KlO9XzU0ePj6jzRvoz0ei5+xctTgxodowfo/mVFW0dbdbjrB22pH+skY0ycwXpV7jUgll81pfm42ZWZm6r/s3IiBlB7wkxljhRg+/vCtnmMPmyKRP8361KWfKW9L/k4rM3+Wo9GZ3YtpmKkY7Pm/3aPLuiNmfC8Ht5pKDQTvct1F8UXioaKOh/Mp28QvMzM7cuzvkUpKFAJWOrEUA9uzJdChtbL050uHzKYtsh8InnXx7TRp5CUG6XWPU43uf6EtmafMpPIpJ/sgrV88n7ZkSTQtRkrwM++MJrhfMv9Tys7NpayMLfTywBv0VUbuuXT6WjoqQhGde76JEy2k1xd/6RCE4DhWo7b3PGhS30a3132UVu76jrKzMmj1rBFU8ZI7xCqJxIJpzaev5o9PuiJApHPOTTR51t2Ct3saXkdTV+2W8ptP326aQx1rX0+zzVDYio9Ve3lwWY2u4TsNuNnxJL266GvKycnSFRhVm98nGhsjQOz/s86X5BT431T7flqU/p3OE2+M9m39gKZMXU1y125R5U0eL59P01+3nGjK3ZfT+JXfi/evpt9LWtof6b31X1FWjk3lWPoH9Iik9LjgfGNIX6HBXTSvjxl9cjd6dOqnQvF2JhOKknp3iDy+MqJbXBMBwUyMOivCeVjOv66rOehaSB9/7e7wjAi5OdmUnZ2N8jhK3x4wiWDycCQnR3fPzrbzL5L47lOaYyo4ena2WhThmzxL7jHaYqZDKxfQuowfKRdy88XiSXTDdX8w01lIa9IjpzoXd+wtJt4WQ+Me7+DAPky9t2i5n2d2/1O0FQ+P/q3/qkWFa2jgEHNAQ1Pp3U9tubNovtD5Ynpk6hrKMjvoU/s/or4trfx2oPs6X2YFdTzDxnMQ8XkJUudC4RpSzlNa93ywCO3849e0cBGPfQXden18A5IDu3ZTRlYmZWRkRPwyveqmH3MYPP+q2R9o2a5jZtt9klZPGSZk9sbxD1HjODcIUAL10o892f2c1nfTUNkB9mGDu/kORHes/lAP3Xh4N2oYbx4s+gnkJdVtTEL5Qv5C1UPEiydfCcvAOcZOEKsY+LPRmD7xy6AcMYY92liNR61Sv6XoK8Y8PZW2Z52irH3r6M+3nU29pnsvFoTFNgarkncNusVSauuuV1CfWxpJ/h7WELLc4s5HBKH1I9pStxeWUmYORkn5fKKzl5ZMm0zL/BaBRMzCtJSjW56aJBZ0hrY5h15470viLHOTn5tDGenraP6iL+wxau4OeqpHX5q56gt7PJd/mJYtsBbZOlDLy12zvhBttcGB9Z/ImN6igfzAGmu8KkLn5xpjNoxZDx+2ZytHjx7FuMkY57nn/Omvdaa6devqv+7TvhKkhCV/L71v7Q7AaPLOdrH7rWg0r+o51Cw7zHN6jae91vAyezMNbmTJ4u006DbvMY7gK4olN/sg7cPkXDbffvIK3a3vSOKuV1CLi8+RvYXdwinu8fCZL+lOE7+6de+kzTmClL/F7wuDVLi7zxiwvnO20lo18hIGTsUPOwJYP/m72rwDbIL53bwI16IF4+Gsd5mm+N7F65siM9FoYexvXW5n4ttqM57tF/kdjB9NP3edpPT9kfWtFnfPkb6jtPLo/byCLbS++81a6sDECD+QbbM+RgqII8vbw0ZJGHunjzKIwPkHhu3RZtkEPSPABDrmI4+tn3yvKH+dNy4T+MnfOHH3mwa/5fm9evamvzrjS3mVZUsuF/5NGlZT9XgOd87v6T3sOfe3YBJNavyy4MNPJrLWv+Tg6ZUtx3Qk5O+Sjbx2iMhnT/e3qllrxHd+fmXXdbzrzIJo+ZPKJGadlcI6rXls8VBTNrr9w+OMjxNsupAdS4bczw4R3zqL77yavMiOOBP0fxN1z/nNo4jg+X3ZCTarj5sf7/fGI5a4vgPMY0v6y2GfYntEYoYlVL130TBe89iqkTeYshTZjrmjyO0aWeUi8JF5Jta8fXOHjA56F2ciyCZkPL86kYw6FxbXqHIera6koO7J+IjzGkzcZT/xTbFcJj72rFVPG2XZ7uXo9UbKq19bwt0vt76pl8K720nBq9w2uvpzoqfYDqvf4rxHoWdkLVy9FLxE9GGRgG2a0kmS+4FO/hzBD4l+YNwGo/12eMsvJaqNSTRfIcc1Ol6x207+bX34ttkolKz1z0tlTMz6Pl4uMsvuJzt+7lY8/RlrrIbaaI+hnO0voa6IOgi5tdqCMG2cL69+9S37M31M0QLjnCb93nL033YfIvc34cpk1/wn7TzK7YRpj3u8j3z0NeM42iG//KFwfDHhBedHD14Zy8ZG8MzHo6KspPEfy/nMPpeE8yeH4+8eZwjE3Vb7nSHA+Q85pvfDxG+8ypPiJmer/xjbwqWt6+w4kRZw8PquP3+ffR4Tod+y5N9I0fs/Fs2M5bK8XcF69OjhmEuNW/GdN+E4XbdOaW3IQYsOrE///qyva4z78BzXGErQDTEelmSbn2nhnMN6nyGQ0h0CKGiHkXcMjGqfRrUrO1Xm7Z9dQdP6Xy7i8B1Ju+TvKcrVpydXnaBVU4eLMLR9u1jhpGZ9qZH8IXqFykY4l4LNjgxbPGGg/5e3ufD45ctXE2SqlXPmw5dmXGk5v5es0uxh2rd8rEjLsFxBw+d8QcczPxbaY6JtdPCEqdKq2YWWrHxFaCqNON/QT9j6qpugOJZrSM+fxDfT5ucfJhU8OtCr6/bRrvmPGU4ROJejmpfeSINeXZ3QpwF2el62ctR20FuUsXG2jQWXCfxWS1vaeMz77rueKnmQOOfaQbRp1uMRPuNwZsO/Mt4W7tUqnyXskACxKhSx7aliQ/rjtiM0/4WeUnjb2q1HfZsPH5mo2XYoZSx/WkT6Xas/6lu4K5/bXLjplu2rpHzeTq+u2Bd57kDNm+jNk3to2pCuzrj6mxFnyfA0x2cUUfMnUYlZZ6WwTms56vbkUkNGl9xPM7ZG7hL4ZdQ9iJzaZaiHEtVjH9PvhxnfeU2c8Yj/SrgUJR7rqR3rxC6YOjXNNgUfV9z/CupEDyeFZt3/TBsOZ9P6FzoLj52LDro+3YHMPvxX4d/z1Z7UULwZllD13kXDeD1EKz78VLc2HjGQrq7qGUg4Vml2G0HpapglK+kbl1Z5zHvLaYrZDqSvTjcDXkETV+ynyXf5a84DxfOpE1FlMs46FxbX6HIepS1IRd2rwMcUMD7nNRieQf7zacvieXqELj3bxqw3MURIp9PwbKtiRsHG+rTtpj/TskUTjbZA6s+bPjKd9pz+MzWuKOclGj0eLmS99JU5OW3D3qrH/cJR373g4E940c/f/ov+pPdB99Fvmp5re3jYSlIbk3i+sPIdZlyj4xa77QwtA1K51Gxzm70TJNb38X6y4+cupUOxxmqojb975zMaipUJh+mGc2s2fUJL+ptt7oVVRf8dCtsovFr1vWZlafSEzxvfZIy2bWP09Wv3irGQwaNVIeRxc7h6eflvJ1BW+jvU151/PaHbqUHQ8T7iOc8jidKeRMFELgsnPexiuXUk5ez9mIZa398hMB+PWqbbvZfZ47+K59Nt/btZXjygsPeb9E86/todjp2DfF0+SFstiLnH5mHH9D6Y+I1XRfrl3QwIH2G5qJrVZxhO5a208FrV5cdDnP7J2iFO1PWOtnGdbRaL5sW3TJDmW9sIB9eb88sr6JW139GIjucZzIX8r1ztYiMmxu1zpk+n2atNQpi7ztmYQa/39h9DBR4PY45SR/BZhyo74RU+8mcHGldA2D7Fw5admUGny2PgjQlsjdq1qKJrvq1zmZ9DmYeP6wPt8ghbtUZ1quoZsHjkKWEusN0848hJrokAJhdQVQsTbFPOOPoTla9Wg2rXsjsFA6PjlHE4lyrzOUzFGlSrqtVQS9wExJGXzXGUSzlgXucClI1EquituZS57xv6d2Y+nV2rMv3002FaOf0xGjZtl8TaFdR7cG/q3OFqan5Fc2per6bwyweWh4//pL9Xq1OPqichcwbNPL0M8tAN1Khe3VueBRfxWLBlLgtb57//gfIgD3knTlDlmhdRw0suEIMCPyq52Vl0BEq2yuXz6GReZapbLzllGFed9WBq91sPUSN9u9QTtO3kX6mFNfrwCBvd6ShNv60ODcC258Yj/knbx90cEwtB78xmuq/iNfis5HbacPx9anhgGa3+8Ty6ttGFRD98Sn9qcbv5yckV9OHhLdT5AlkxRNi+mAEsUTVRBy+obmUgn7IyD0MJV56q1akNWbIqrEg1PkuYeh8f5fhDCXyIXtl2hh5t8Uv9kyGjqpSn2nWl9kimGjaeTCOEPa46FxLXsHLOs5GquidD9MXLnanloGWE3Vp0cu0jroG6HFKy48CvgeWa6t+64yYS6tPol5JnCq3YRppzmlecSkbfbZUJtgSXr1abLkB/lohJVb3cv+AxusQ8UPSdg/l0t8/5AfvRtl3C2zYcwHV67r2OvvLY1pLbxiQzX6gUwcc1AYQiVTIQgIX4gubHGquhP8lAf8I3apevQfUuqB6bboqxjc2Ad4hwZWL0p3n6vAAjqao1qLrXeNY7ySJzzcEnVcf1lbjyVLlaVaqO8YHnSEDfUn8cZ1hh1obwlepc4D3+DNRWn6Q38WnJ/RgTYQWdjq99zHPSzMuj+I7pi6bo8nMO0/YdR6gyFNsYXlMDzBVk3VNorlDOWUcP0/ffn0Ax59F/Ud61zsPYHeNwT7kInVCsiD6yIXYkKItCoJQikLllIYO2liu+nD9sx1KmqBE4weYNMMqli/x5UEC2xDbFpn9mB8SVknESkbb/RciIJDONAl8FGWf6xT2YhI9ju2UsvsPGi0VX+bsQ8NiOG+dVXZyQqDvEr1lzkVavLgQO2J/PRcXY3pL5+AffumgwJraOSu0Lb3uKfxtTWvMVUUTKQSFQ7BCI1VafPH7c/jxR6n95u6JMEhE4fYitw7WSy+L6rWMH5M/ekshGEFLxyEbhKiViKS2Uv0IgBQic3/I2emkho5H7NtLCGW/QgHGv4VqYP9MBbMdSpqgRqEY9px4BE3Xo1SPm6TthWMrjN0w8RTs2P0X1Q7Rqh6Om2YHGfzCF/tCjaSFrcaMypTwVAgKB/7oFGKsa8ZqDq+cYQYd3D37wXbyJlJJwx1bPpLFmXkZHOUyQznxD/+ArczBehzSWr1APPht1f+OvhLQxpTVfUkkoq0KguCIQva0+Sf+4qQY9nt6BBj97HR2fP04cpn1/WvPimqUSydepnbOoXac/xs37Mxt+pNGtY382ETfBwAHjk41i+clA4LyqCAqBIAjgtNccbKYtATvOguRKhU0AgRzcZmCrI/IpXytH5Rie+eWoeq3qZVsRcGozdax6jX4vMg5xohHxdmxh4yVQjmU1Kj+B+LQtwLhfFttT4/1MBZ+N8Rs7ylUt5Z/dJSwcJ+m1DmdT/9Wc0H20I+8fUU+e520KUPXZJpyP07VzUGYlr40prflKWDwUAYVAqhGI2lZL28AlPrqN+Se9+/TNjk+WJG9lDYHAz7jK/KWxSyi7RiX7PAhPOqfp9A/VqftTuHa2lvNTU8/gKXOMTzaUQiBlBaAIKwQUAgqB0oCAdR4CjusKdLZG2HilATOVh9KIgPgmuPy5+I67SmnMosqTQkAhUEIR4Ofn7Nyxiw4fySZ+5F6DptdTy0vsc7JKaLYU20lAIB7ZUAqBJACtSCgEFAIKAYWAQkAhoBBQCCgEFAIKAYWAQqCkIRD4a9tZs2aVtDwqfhUCCgGFgEJAIaAQUAgoBBQCCgGFgEJAIaAQcCHwC9e7elUIKAQUAgoBhYBCQCGgEFAIKAQUAgoBhYBCoAwgoD4ZKAOFrLKoEFAIKAQUAgoBhYBCQCGgEFAIKAQUAgoBNwJqh4AbEfWuEFAIKAQUAgoBhYBCQCGgEFAIKAQUAgqBMoCAUgiUgUJWWVQIKAQUAgoBhYBCQCGgEFAIKAQUAgoBhYAbAaUQcCOi3hUCCgGFgEJAIaAQUAgoBBQCCgGFgEJAIVAGEFAKgTJQyCqLCgGFgEJAIaAQUAgoBBQCCgGFgEJAIaAQcCMQ+NpBNwH1XggIZGUSo6qk1apaCIkVQRKlPX9FAKlKshggUJbkOjODWKU6pFWvWAyAVywoBBQCxQ+BXKLM40R5+UTlMfSshPFM9VI6pil+4CuOFAIKAYVAVASStEMADTwGhJSRiafX71vDLyorytMTgX9NIqpdl7Ta1Ygt+7dnkBLtWBrzt2AwkaYRe+StEl00oZlfMDz5+f/2A50mtQCuI5cYrC0ZA7fmRlorvwvNbkoiFpZcFwdc5vUjqluftBqViO08kxI4iy/Rk0QDGhM1b+b8NX2CGOY/ynAEMD7Yuozo2ZHAagDR0KFEo54jmrmAaDvGCyXV/LyDeHvE2yC2/VSIXEBAlswEJv2JcUw4NjP/SQxwlS6DfM7jbXUltBN1ierXM541MKaZ9IWZ1ZJUj9R4t3TJp8qNQkAhwBFIzg6BM1+igb8mJqJsczZprc6JGa7UBciHVnzD18hWeWLXtCYtyCLa0f02HNsx6el0kf1eGmwlIX9By+/YXr1ktF05paGEgufh2FfJz3/5Xxp8pGNcWc+c/P+wC25GWvQ/GGwWJ1NYcl0ccMkxy4Pjf+I0/ioUp5JIMS+YHGyAHJpiaCfWECuheAvS1tuRS48tZydR3yZEi3yy1Ohlop2PeXsGbXe9qaTO9fRPRGiP9MLnq95BTD4WUO6sL3CBWsEw06eT9lAfokOzMKY6y3ItwU/g8txviJ7+xDsPZ3gl4aYE1SM13jWKTP0rBBQCpQqBJO0QiBOTysnRP8SZWvEJlrubqF07/NoQffljML6adDDDp0EZcFmwuCUhdEnIX+Dyq1YSkE8hjynIf43agl/W2VQ+Xn2jcIOurXiZwpLr4oBLEwz4uWk6gOiSKoa9zPzXIFq4DSvd+O3cSzR3UJnJeeyMYtX3UVkZ0INoznyixfi9gBXjtBgUAre7Megl2zt0m4MFAkkZQO1GGZj0xxhBN3OILvw9sdKgT979tq0MuBG7Qg4i74wRnYZsbN9A2m8vNfNcCutRWR3vmiWqHgoBhUDJQiDpM3Q2fhNpw6/1REFowT19S7FjeWnkIFnjynGD24wOFIFLJX4lIX+JlF9chawCxUTgLGlnkbWqlPdfM1oa0cXFbCJaWHJdHHC5cQjaKPxgSmUbpecsyt8lLWxPTbLbrmXTtn8xFCRm1rtOI7akvy0f3X5LNOxpolysDPuZ0trurh4vdgZQz1nYTn+/gQDHpGVPooGYRNM0opf6Ej1zgx86JcN9zYcmnwOIffhH0qwjAyrC0ry1Mw8lsB6p8a6zCNWbQkAhUHIRSP4OgQpBZ7wlFzzFuUJAIeCBQCp2jJfDDgEsMOqmufnZzK9amg5nY2t20nWbJu1i/lC4FK8CyjtTvPgpUm5sJR17/n5bGSDzVObqLVbGZ7xoItCD2DRTGWBhMmCy2DmhjZ5dws8TwNkBu80zArq2tJUBVl6jPUtKPVLj3WilqPwUAgqBEoRA0Y2i+beFc9fic1PMHn55KVHvti7YsHKw5B2iY3wV8AJ8h3iL94kH+UexDXEmtm3i0KL9x4hq1kJwbK2/Ftvz22K7fauLXXTN1634qHHae0SffWk4/OpmYqOGkNbaI/wqbHH85hixemmkdWpElA3eX4cG/6MV4K8Wsa7o1Ec94N/hlZOUJJXj+NZ510qiNThAsAKzeT9Tgdg9d+MU7ziKLHsv+Psb0ZvgTzfgseMdpD32AFFDS0VvevFHOrD7NAO4YWdHd0yy9PgzkL+NyB8W/zp2Jm3oQKJ6HnElMnFbw+avsPm0MhS0/Kx41jMInlYea6Is7kRZ5KBc5v2D6O3VKIssXb5Zj6dJG9Leou58BpFrOWYWZPrDxUTbvjdcK9XAqjsm3hVzidW5AXLfXA5t2zl/SyA/n+823Koj3jNv2/5Js+EMAWt+cY4ph5Uqm9TP48dzOM0+1KGP9xC79DekdUT4UUPB5zbI8pNEf+GTE/D95ONEK/bbbl5VKwguRSLXAXFxohT8zSuPgkqUdtoKEy+ey+cSfY890+WbefQNFjE8dX72EFW9HOE86kS86Ukki8QahE+rjUikvXbXW17f66DvhG6Napj9QKJA5P0gKGi70U+3QHsSxCTS7gbBU+Yp7HhCpmHZ9XI6orehVAMr/d2bE/2I8QZEmxs2HOMNNE1OA8XnH9AurXkZzhhj7PgLcEPDl6z6ELR/sGQtVH+EBnW/0S+wKjW9FULOzCf2Fve45yTRggVEWRrK5F6Meyoa6W7CmPCL79DHXoW+9zqTF4xDF8xG2JrE+nUjzauPCMJ1WDzDxuO8xY2LlJFE0pPIKKtCQCFQghBgyTC5n/OvwvRfwcSt8VHM2yPi8LgFM9Kd8daPs/17znL6WW87P7DDmOlbfBjPNFZw0gpsPX9gbOjlvvEKJq63AprPE4ylGXljXacxtnGGT9w+rOC4FDXvEGMzX2XsjbmMTR0u4hQ8MoGxuW/A3fy9+ior2JwlRYR1QkMRXs5PwYZsZzivty1+/Jl5mO3CmdOYfIORXhfgvPNdz7QZNWPsUL5XisHdwuavMPlMpPym3mtgeO+84Hg68ugj3ze+7IF5ULm2SORBPgf7lLkpM4280kP8xVId9ap/bVFfkmlWQrYHP8vYnlyD6mm0IWNGMPbqqshULBy7jYys73MQvreZN5Pvgnf3uWiEwKWo5DoILq5cBn71yaN/e2ulEBDPUZcJmSywytsiJZ5S20zPsQLhzi0B03PETeAl/e8m3z08+h4vuiH4tGQ7bHsdq9761Xcv9qO5Za8VZcj7j4K1mdFCG36JtLs6hRB4WlwFHU/I457Nrr553UQp7xjfrPjWSGWr7V6wwgePzA9F3IJXzP464foQsn9wyFqc/dHhzWiTZ2L8M17kg/V6jrE5GAuJcQ/8D5+2kI98Bq1HgcY9GJtFtPvgBRs2DHfUXcHaQdNNGkvK5R7veNfKYRg8edyw8QLhYjGZQHoSCWVVCCgEShYCaAGTYMI2kFkrRMPMG+ICq1N1uD/BCtDHR5iMhc64g6dgso6OaMs6TLgnm4271IhbBCZ3seM1GcoKNm5nbN17thvnY1uOFRpPDDpFR2F1GPzZg7FJLzjjDVpsx8v5zOFndUBez4JnNtnxuG0L+BmDic8LoP/sI4KOwMcZ2n5zYzIJ/Ozdwdj8SYKGjrN7IGJNYM1O0uAxzejUh9wo4hb0W2CnlYgtbP4Kk89Eyi9ePkd/EomiX1yuWOrfzigLr4l2YLk2k577sChfXTZGoB4tXgQlAQZzaaa8c0WY28gKO15nBkPRxePNRN2z4nnx6aaTqnc3js0gzw75Rt6aNRVuEYrMMLiUBLlOFG+ex5Fm28TbJ/7rbcol2sRIBayZYFA8pbasYPhqb653zbbL7yPX5Cpoet4pBHcNOpEJw6dbtnW5jrO9LtR6i74Tn47L9a5gxDx/GeFoJ9Lu8vhh8OTxJHnT28F4xhPyuMcau3BaK52KUke/LeRDGu/wOLLJ/VJgJtolib9Q9SFs/+Ana9H6o61jBf9y2bvtURc4BE5R2hQLMwkbvexijnsw2zcVwgJfCXOdhrX4Isp4lD0OFW4ow6AKgTB48nyGiRcYFwvQkOlJ0ZVVIaAQKHkIoLdOgpEaSL3RT8PghA+29R/sfMAye5d3Qo4BSh/Gju6xJxSI5706hIGGNEkX2ndHCtAiHD3pcGH7pNXvri87V5Sy7Ql8gTyx91AIFPSbpy9A6cSleFxJIAbEeQc9J/Ws21BjEG0NpjHxj7pyki8NDuRBhzNneEMnJw2+ImhmysoXdG5yfHdnw7ERGnJgba2mpmKCF3f+wHBh8plI+cXLp9dKf7S4M82dB+4Jeii5Bp4OxRtkd4esCIO/lZ673B2DJ6z8bTgsS5N/PGeo1L45cBxgyLvsxpWBnIOpnfX2yTGwC4uLnKPiKtcyj8my73rdnABI7Z9MOxSe9qBdb1fl3Vc6bbTvYqeXS2kcKj2Z4QTsQSYyYfmU5Zj3rfG210VSb7EaK/XV+liA7zZbtMUb5ETa3bB4uvr4uMcT0rinYLPZdi4bLU2G0TZuy3bmc6u1gwR+B/KdftabTFdMOBOoD2H7B85PNFmz+gd3f3QQO0O40nDCYBuLm/o7xz3c/4C508vKt/yMux6FHPeY7T7ju2y4SXfurCywlPVW2ybnUSqfwOPdMHhy/gLHC4kLT4ubwOkZ0dS/QkAhUHIRwGgiCcbdQOorFiAtPQvGu1bB5WRl7bUUh0Vs4zUj7ZNWhhyTd5moh11q5Ar2eHTGFh+OiZpT+cC8Pl+YcEP0AbE8OdgRpRP0YJlJ2DpWGtxhpXCMb1X3MlYHDowdtCRc2I0TnMoCTseK554YeqUR1E3i28GTF52i4jNo+cXLpzzIsPIrx23s2gZtbRt0b+mV4sQv10hQyC2XB5cygPNj0XWX+/yH7Lq96FuLc/vpF88OkXqbxQOXdWv1WHZbm2XwYLo5FAJhcZFzVRLkWuY3EXuswXtYPOXt1e5PyqTJn9hWbeUhbHpW/ESesbCQaYflU5LjQO11kdVb9KEzh9tthtXHc6XcUSh2/EzQdjcsnmHHE3Id58rUZcOkPGLC71aw8nyKHQz4xBBzNk8j0xUKAYQMWx8keQnUP3DmpLgs3v5IZAplayqDIuqoCONjibceSVgFGvesesYoK+RJN3I+dfk0F03MBauCidL4VU7TkmXX03e8K6cTBM+g8WQeg44HOSBB0zNQVP8KAYVACUYg0SNSIk5LYP3mkTYChxKJK8EQJC8P9+rioD8/M+hNon+dKw7b4cHYiMWk3dXAO8aJY7b7fR4HSdm+kg2Hw1gn3sJVewaHi9WGysIy/Ky/cR8ab+tX4A7gxzwO/Ekj9neP05Kv/jXifWpRinzmI/+W+ek0bDhIMdnmyCFBkfXD4YfiTbK06YKXaAe+pRG99URk3DMSjWJhLWQ+Q5dfDD5/jAZmM2KLn3SWxYM4ZLP9D0SVz5cihpXrDKLZpsx2mUVaKxxcFZfBgUwL3zBDjiLW/SInj3HRKMxAo4g6yXjxtOHWrqYPE2Fx8SEXyDmthNS/IJlKAM+r7iJqjsMg09FePzyT2H1/tQ/1mjfRZKIH0b3NJIYSSE+iknprMvhMCyAvRVlvqxE9MJ7ot/2IxqM8xy414N0xkbTaWcSOz8ZhuR6IB2p3E8Az1HjCya/2u244CHCN6QiZ3PMOaQ09+vkW1yPMDPzmEB14lahxvO0uooSqD2H7BzMr4hFvfyQiwPKT/WJdFWu7JMcWdtxzwUVG+js3E8vNIW0ZHxehHZn7CA4nHQz7WGJZY0jbu00Pp9X17i9CjXd1imHw5BHjjBcWF503+S/O9OQoyq4QUAiUSATKJZ3rls2JLrkkgqwW4SI74ITjP4xFY4yBumV+3cayRT7Prmu6oQE/N45T+/XQ6Bir4xRl2m3EFQNKk5TjccLxJl7a9vQeuHxnT8ZF2MK2/JBpp2idwm67GLb6KBvLrD+AGxiust6MZ9eeRHXPcroVx7eywGfXxyMHlFUh980t2bcKJqRcn8KNBZhoccO6tPKe1HuMZ3FxONFhM16/IPGMOIX+37VeRN7Y+B4RboKv0LgICuEtJUWug+QwITwh62MfJ+rGT1x/iWjtSKKOGJifwSB9sKG81U9qry4xlFB6Ep1UW5PBZyB5KQb1tmpDoueX4MagRZgI32YijInx726HYuOOxBBPBM9Q4wkXu0IZgPZ0EG4P8FIG6FFQDpaR5suWk/Es73wVbyHqA4XsH0SapiXu/sgdMcXvYcc9da8wGduHG3KgGIdIEuGmqW68b+AKAaJfrN0Cxc5W3c4a1PbuM0KNd0EyLJ7xxguLi55b6S/e9KQoyqoQUAiUTASSrxAIpQmGdv8JSRkALLVf30Xs6GrS+BzebU6YMxL6iugkX3GPR8v+X6Itn5iUBhDtfBJ2uHma//HYHYCA53gGxnVw3/t4FKKz3xhCZiHnmP12uYfGO+qKtR21yG1lgc+48xhSrmV58ayzGLhu9NhNcgoDqDWmBLS8zFsUtnvE8w6ZelcvHKPdHR0Wl2TkxIvXZNAtShqJ4vmbh8E9VwigTxj9PhQC/YmWWjtU4NjPpThOND09pUL4SwafQeSlONXbRlhBz1pLVOsmHWjt7S3EZuNa3ERGI4ngGWo84ZKRuZDJ3g8Z+ZnSnuiaXUR9LncFcr5q+3EVo9fOrMOmppYHr3u2M1LQ+sDHOImOezgHQWTNyXFq3+Ry90vJa9xTBQNLvj6SjjHkMrQrMOxeXK9btR42kKFfG/sNdsJBS6DhSZDXBj5jTM++UycX/S8snvHGC4uLm+t403PHU+8KAYVAiUPgF0XPMTTYz/WxJxmCoTWk3fRnkjb1Cx8q/0vbvnCbbY9qq0bUgW+ZNwxriF0MjRr7/C62gjmfXo3jzzvEahW17eytSHBQSWTU4yDkfKmPzzQsswI8eZld623X2lVtu7IFQCBF5ReAA2fQJMi1k6Dxtnq8fg12hFc5aYCacTjCm3bPIZoY6VxqXPxwKTUZLOSMxMKzwhVEk812+xOcmrprJ9HfphhMdpkVZSXWJx+x0vOJVujOyeazuNXbmu3scqWvibheP6pJsN2Nhmeo8YSTWXbVfUT73rUd+zYituzf9rtlu/QGy0bs/S+F3WH5+EP79RpMUGUTuD6kqH+QeSpKe+hxT3VM8g3GtXGvGZYuVxrPTg8az3njzM9YMVaMdyOqEbPo/0PjUvSsKw4UAgqBokEg+QqBaKtvXnlc/Weipz/RfVg/bCdkeURYwNfNzj8Rjfin+SI9GqeJF230QGI7T4n3qJbLmpre04he+8I/aC6UFF7mHLcjwo21mIXfk53cAYx3ZEmYPB/aIkAUS/kogyJL443o2oiXcQaCm85xor+MMR3TiC720Xi7oxXme7T8FSYf7rSSVX5uusl6DyPXUp606R86FW/pc6A8s2TFxWTFC/UFE+6qvTAH319K/t+thIKtr+RQAq1hcYmW1eIq19F4TpZfMvDs9TvBjda4iVAesz/2EO7Ckoz0LGLpkOepU4mtxGpvGBNtlS6ZfMbDWzLrbaK4WPwe2WPaoJz2wkrCiGL1m1LYQO0Z5yDseMLKB3/+hA63wV3YVfV34ap1vpjYRmlXHvepgDHIUGPngPb2M8T2nhHhdQv/HGagtcPqOaL6Zzn9+VuQ+sDDh+kfeLziYrxkw+It9LjHqSjRybWua1C90ti5YiVBXS8nraJ4c1qCjnedsVP3FhqX1LGkKCsEFALFG4GkKwS09auJtm4kWr8+4seyXZPh7z6SJh5PEL3aFWhh0jsJKwam0V64lWjxv61X43kWBoXzB5luX5HWBAOKxVvxeTPo44AYysAq0gIM5PpjYiwneSvi8G1iMNrvWhLNhCLCmtDweOng+YlGOLxnqhHI/b/vKA6aQbgcnsYWKC5AzFRmUKMXiXDAmqepVFk4a21GIC7ic5OPxLdiW9oLS4z3GP/aNwew1TIT8b8FD3LGeESsJEwYZlKYQ1rXp8CrmblcrOQOvc38Tg46l9HP4FOMKMqFGHykyjt6/lKVahx0k1R+caQULkgYua6CbZG9zeS44m3k+4ZszYN8tnBN6s+uIPEFWW6KuLqBnD003Yi3fDLRBb+WwpVQa2hc/PNbbOXan+Xk+SQDz5o320piwdlzRK0jNLT4eiysXAvChuXb91APIM+PPorP1xpDKfCdK0Cs1xNE32QSZeKH9lrvN+QoyeJTphnVnqR6GwSXBcP1Pph2ob9ydFd4gZ++LRs8s363e0+4grS7ieAZdjzhhfd1v8MW9NHCR2vT3rVggX73IWnsculgyIYJTj766YfNVWqOy+y7vL9bD1IfOCdh+geRg6K2xKhHiYx7hKKE5xHjz/pmP1cFShurb4QPa4t3HxNovOtDIzXOJX88mBpcFFWFgELAF4Gk3JCQ87l03Y7zukGG9tT6FWyQ7uTl9w03l/zc1/HJd+fi3uKCPe7r+nBnz6jLBG0rDeczjRWcdOUw88MYccCT41o317WDUn7stHCF0FFXOu5X695br/iO9FwR5etjpLje19qAV3E3t42tzSfc+FU37uuOrCtm3NfLWazE8rfChXkGyV8sPmL5h+HPihOk/GLxEc0/mp/Fi9czsFyDiLjaKVJWCvpNZWxyT7OuDHDKTLS02o1i7Fkznp88efGfbDervGQeTDfHFYMm3g63sLjIeSgpci3zHNYu8OoR2d5ymsI/oJzJ/LjvCfe7kjZZ6UlXvPH207u9lRk07X559Wrj/cLy9KLVv1hthJ9/MuptEFysa3ytfqt7d8Zuwk/q9xnv2w94XAFsQWvVY4uG/HRjGhZPPa0Q4wlp3BNxZa64XpDLfBpjB1zjlwldnOMQjo2cN68raS1M+DNIfeDho5W9la4bTx7PT5a4X0xjj50c7WvMeAjgV5ZePLKQ4x4pjQL39dXSFZ0FM3Y5OZbK3VFmFo7m0zHetSiExTNUvJC4cF5DpWdlUj0VAgqBkohAcnYIlI+2p0vSRVSWVqUXvSROOafZu0hrLK9CIg7ffrfYWvHGLoAhb0uEuLUiTizGToLFk1zu0mvXzpFbEc+H2+HPoAHG+QFeptdIYnPu8PLxcMOVLOMXEDuNa5NqeXjLTgPewjeT/WQXYWcP+GugRSC3pRZWfCJMNRzGjUNy5o6O8OEObPQCou1/jFyNqfo/RnjHSrBEIpa/FDRpVq/8xeIjln8izAUpv1h8RPOP5heN/zBy3QyrWSsj6w+buJy01wYQ3XitmeL3uDpUSpyntf1dycGwshHziK19nqiJ+cGlnzxFxEyBQ82GBtELq9rELTe5qbHwlt3C4mKn5G8rbnLtz2n8Pj+ejB42GXg2u018qqJvF+jWwD/NZKR3HnYayKZNlPTkcOVlQZI8LpHk0HIOy6cls371y88/Vr29CNObWCYILld1cVJbvBg3ReCXbjp3G0l08DPSvLbFWzGDtLth8dTTCjGeKCf3wdLYhtPr9Tr6+55mLtbg6tPXTLv5ePID53iAY2Ma1m8WsSX9rVfvZ5D6wCmE6R94PD9Z4n4xzS+J6jQyQvlUC18SQeoRhRz3SN/Zax2vdLJy/W/t96vr2nZuCzPetSiExTNUvJC4cF5DpWdlUj0VAgqBkoiAxrUYJZFxJ8/Ycpd5EDcOmLOWSjhBv0516AxcnbQzErY6ZxD9gLhcn1EOk5g6tT3iYLB729nGdnt8FsC+eIw0nkw+TkGqijRiJOFOknKzoZAwJ1iVQLfOBbpuIyJcog48nYP41KLSOcDlJ2IX1seViRj0KJMYAoVVfolwGZdcSwnkHoWs/AAHDODq1oNcxynU+TlEew8gHhRKQeJJSRdra1hcinWmUsDcNEz8Bn4Ewn2InYRy1GPuq6da2Hgmmt6+Lbh2LAun4TfBafA+B80mA85E+QzKQ/5x1NtDiCXXW/SD/BO46buIuszCTQ73+1MNhAs+W8tAG/E9vqXPRp/0H3Se5dFvXoG06sXSokssBGl3E8Yz5HhCYjdua8Z2os17iGpj7PEt2uHmbfCpCsYEqTRB+4dU8pJs2mrc442owsUbF+WqEFAICARKiUJA5CcFFkkh0HUaUSzNfQo4UCQVAgoBhUDxRADfPd92oaEwVe1j8SwinStMzOe+T+xmXO9Xy0MxvOkVnMnwez0km5GOs0GaFeO8KNYUAgoBhYBCQCGgEEgmAnEuBSYzSUVLIaAQUAgoBEocApnriObgwNabric6D7ubfsAnW892tg8rvefX3oeglbiMlkaG/0v0em/S+uDTscETiO7oSFo97KQ7mUm0fAbRsNfNTKcR3a6UAaVRAlSeFAIKAYWAQkAh4IeAUgj4ISO746Bb3ezFoEoZhYBCQCFQFhE4spVo+FDvnPechclmnN/Ze1NQroWEgDZ5GL5f906MffQmPi3z9lOuCgGFgEJAIaAQUAiUTgSUQiBmuVbGjTTYTtke30A2wcqYMgoBhYBCoCwicO7lRM2aEn2FnQGW6d6b6O6BOKS1reWinsUSARwwtuwI0ccf4nyAlUSffWmXIy/DTvcQu6cTlAFqSFAsi08xpRBQCCgEFAIKgRQioM4QSCG4irRCQCGgEFAIKAQUAgoBhYBCQCGgEFAIKASKKwK/KK6MKb4UAgoBhYBCQCGgEFAIKAQUAgoBhYBCQCGgEEgdAkohkDpsFWWFgEJAIaAQUAgoBBQCCgGFgEJAIaAQUAgUWwSUQqDYFo1iTCGgEFAIKAQUAgoBhYBCQCGgEFAIKAQUAqlDQCkEUoetoqwQUAgoBBQCCgGFgEJAIaAQUAgoBBQCCoFii4BSCBTbolGMKQQUAgoBhYBCQCGgEFAIKAQUAgoBhYBCIHUIKIVA6rBVlBUCRYNAViaxrJyiSVulqhBIFQJKrlOFrKKbCgTyc4kyM4ly8lNBPTTNnCyiDPyUKfkIZEO8MrNLfj5KdQ7yMRbLRIXLLV7tQKnGXGUuFALq2sFQsKlIxQIBTBDoJzSy5SsRXVDLh6WTRAOuw73bZzn9C24mtuUl0io6nUv8278mEV03VM8G++hb0jpdlPwsLRhMdOcUYv3mkfZaz+TTVxSLOQKoU6v+j2jFFqLTmPT89BNR6zuI9b2FtFRdY18Ycv3zDqKrmhKlNyO2bQNpLaoELAe0RVs/Jlq6jujwcaLKlYkq1SC6tAlRqzZELS4ISE8FL5EI7NtINONlonHzDPbbTiNa398zK+kriZbjl3ka1Qi/S1oT9e5DVDdF9ejHTQVUvbWxDjR8OdH4WzzZSswxn9FTV2o09mvAsJ3ooebByWVsJVq0lOhrdPGV0b1Xwq/OZaierYjahaAXnIPiH2P3PEaNems6o7N3EvVpVPx5TimHaH4zDxPlIZEadYmqRqlDWXuJtnyJph5NPleo8LpXGU11+85EN7climtYGG9607oQDfzIyHqvkcQeH0ha64tTCoUirhAIg0CUKhOGnIpTJhHIx+B3A3p/Kk/smtaFNMnOIKpd34QbA/ij6aR56gTQam/YRfSVu2QaGj1HXC2/O24xfj+632Zu+3dE8SgEgpbfMfSmMNoutQvBBrsIbUHLLxFWc7YR3XAlRlIuItOnk/ZQH6JDszCbcSnfXEFDvYaR66AJnYZiQ88XGos8tBtBTA5G5H0x8V/kE6nRy0Q7H/PxLGTnwpSXQs5akSaXj9nIMwOJxmImG8ucYvREa40m8m5TNtAdDH+QaC0mwu3Olz2SYz95xJhAcmqfYbJOqVAIQEf4tZmvk3x2FsQAl+cwyX16sU+kZkTHUUer+3gXqjOaiK0bif6DRBtcjWavkMcSeTl2bg+dsO1l0ZaPBfhn2qPqmXI3DrrqES29kTiVXkC1W3hvjp40DnEgY5uh020VRciCpOfgYt440vCjbs8RmzECY1Y1BXPgo16KFAHvWlGkLKnESxwCubsxemmHXxuiL38sHPb3r5fS+Yq0Df+W3mUr1L4LtxFtx28nJrJzB8mepc/epIOZpzQoA7CkEo8JXH7V4qGqwhQWAoHLLyxjUPz1lZQB3YYSvfoqUX/Ufd3MIbrw98SkgWrYlCLihZHrCCIxHMrH8Pf1Pkn0qKwM6EE0Zz7RYvxeGEOU5huxaDwKTV6KJntFkmo++paWF0rKAMwq3lgORTVkw2N3wHRMeoUyoDuq0VSiZwfYnN+EzSTbT9nvybLVgZhCOnXT/9ZkUXXRwRynqssp3te3BjqVAZPmohotIpo6ATsn0gwqxWYKlVtA/3sjhj34zcbworDNudjMBCnT/65vUNipF5/0ts5nVL62rQzgnEXVzVhKKoA3EnL1HuRr/ky7XvDFo6sfIMLGAU8TOL0BSOD4IaJlb9j0lvyJtNq/wU6yn203ZVMIFDECxaZtLWIcVPKJIFBeGklL1kRIxoz78YfOIG99QtS9p9PNerukhWXDsrZkt11Lj63BbUSM6fmx14JiZK8oyi8GS8o7AAKFVX6rp9gr4D1nEc2732RyICZDqHsD38b7NKKX+mK55oYAGYgjaBi5joNsUoLsXwxFo0mp6zRiS/qTqHvdfks07Oni9f1oYclLUsAtCUSwJP7YpfaumZ74nGra46RhVizkQMrGsZWMBiw2ffpgrjDbXvG+5SpG12FSzM3dE4l2/UmKmARrhYYafWB0D0mgllwSZ/Yy6jXXxAVKkkOYR2HntzADniR6HVBHneyJ0IVgKacJ/ioW1rhHytb5bTVKL6ZlKbGZOmsudtlUgmLNs5b5J1vlMo22bMcXXPj0RJ4A/fYBRlN6aDQYzTnhtxsKudZVJDoh09NTqQ5JvvVBjM2gjnvxPvQJfPy6Bgr0YcTy/pq6T+0k9pVVIRALAbVDIBZCyr8YInCU6G0++ZDM2+/EtzKZd0aKpKwKAYVAfAicxAfBY8ygPTDhsZQBptOAyWIlXBs9m1h+fFRLRyh71Miev997eFpRHnqWjlyrXJgIrB6v68H0NyiEaJ6hDPDD58OZ5qQXATZgg011KeC12CXwYprhsBt6pJ1lqh6ZK97I/it/dioDLIgqFhttgMWRehYZAqgbX5qJtxtCdDATirZ4mKmiUUuXMsCIptEttxUIChE6nrDpCYrcUoPoyaVEk3GugG5eIvrrp6ZdPRQCRYuAGqUULf7FL/UsfAv7IdSj2743eOOHYl18EdTyucTq3IBD6tCSuk05qenkJwCl2ny3WVeuOpPBcsIXx7B/r6bTOVlvORlES5YRfb7boMhxqVOL6Gy81rgWuxNaRqaUvRdLGn8jenOF6VeLWMc7SHvsAaKGWD7yMulI41OkVRM07wRNnu68f0ABsproGD7mrirAAABAAElEQVSUqwkaPZ4mbUh7O/aulcADn0xUkJYLzlQgds/dpFWPo4onWn56PmcQfbQRPEIJ3rEzaUMHEtWT8rgPPH68h9ilvyGtI9xHDQWe2xAWyz5/4ZMo5PPJx3FQ3X7bzc165nasxL6FdJbo6XAsqBo0701bIE530G1kY5IMW9j0CqvcrTwmWn4WnWjPHzH0mmsEYMOH6KufzuDYs/kHlN+al+GMSdGOv2AJpooRZBOvm98Rq5eG9sOjjPz8E5Vrnno+lIdzZuKzIdSr/RBOLjMX4FOaa9sQtcXnNa0uNniM51+vm0f0tpBqYAdE9+ZGrLwfRGxtN9JrcZF4j8tSGuVFznjc9egk0YIFRFkasL0X5VTRoGLKB9W8Cm3idSZljM4XYGk9qyYON+0WucIWpB9bNZ/om2O2fGbvRLsNGf4I7fYxtLddofwa9YCHzIMV/qlAhzEmT1CUvSntDjFdHY/sAvrHXGMdptFI1wqkHlCju4cyenINMIDZAFYam2L23SZs0EE1rFqP6J5bnaubPKyff/YuRu+s1ahiBR7KMLlniK6/G6Ja3XKJ8cRBgatma/TGBxga7Ec1Qjdb7UJUn2ugB2yL6oSuyiytGIRQZFjWXvCZwQ+rga+QsBtAb+rz7aN+du0GGTPfMQlaAbIZzXtdo9feNLoH7tzi1zhT+PcYFjS0AjmfP4KXt8FLhXPBx53gA2cYLMEuhXfeRj55c4F8Xno70ZRBHvmT+qcKlZ10k/3mVYZWGtg0Qb/tQxTtc/RcDB34pspV24xY+iGNkKOzIRPlz7PlKX05hh/fYyjxS6KevTzybCZq8cO/DbkH4dxiFG96Vh7k55IXUd1QhueiiX39LxgqVZF9JTsE7r7JUKBh0b0V8kIAAqwnZDL/bdQ7TiTPTSmZ6Q16A31SHX0cq40YSKzPl6Sl4uwddx7Uu0IgGgJMGYWAjkAeY1MH883m/r9GL9tY5R1ibOarjL0xF/GGizgFj0xgbO4bcDd/r77KCjZn2fGSYZs/yEwvjbFlc+y0B/0zNvX0v5vhe7CCk7GD6yEWjxNpeOIj42KR3DIjepzZ6VZI53PyDUa8LrMY2/mBN40bpXLgsSc09AxXsCHbSVt+S6T8pt5rpHfvPPD4rmfajJoxdijfTtHKV7eRjA293BlnzirGejvlruDdfXZcbts00RnHLadeZeCkEOwtbHqFVe6JlF8wJIzQW238C1ZkelPI/FCUUcErknxbZe9XRn7+YeRa5syv/gjZSXO2Abmf2/xvdtWddXb+eRtQsOJbO6XstSIel/uCtT742DFsW2mVFyuHgeoR+hSzbOz6f5phl63pjjYbr4Y5aLq5ypAF7MfYCcbSTPpdpzG20a/d7sMKjltpS89Vz9g8z94leXhbc7b8bGWRPbPSOww7XMBwTK4erudUO8zWyQVGXDStXqz4+W99wYxnwWg+x220aUez5ewssIvARcOqShtyJAqnC1gfM9zELZI7rJnrnbyMlzE4/jNrL9F/Zb0zbrS3rC02ZhZP8nMQhileRmDWnbGDyKecvoifJuGdV8AWz8TQh/9QNlY5NR6AYQ/S0N1Nv0WuvHulH6+bXxlaPDrwdxHdBD6tcJ5PSZ6Wj7TLZ/YeFyHpdRowsWih1jpMkPQcEfGSu8dOn9O/d6Y7RJT3KHIXJZbw2rdMSlsucxHCZUkwPZZutzUF4z9xEVevCoHCRwBVThmFABCY+7DdwqMlLhgxhbHFizDZH+8cMFlg5XzmCC96B6uXkJ4Fz2yyYiXhiQGcNUBs9CLo/cBYc4ixnt4AVoDxYFQTVCGw3qkMKBgMhQfHZeZkG5e2GEjKJmOhA5uCSYsZ27uDsfmTnO5eEytrsi3hxwi9E1e89G9nxHent+U9xsY8y9gLLzD27CMijQL3pEbmMZHy8+Px1ZmMDbnRTn+01Mm54zRDnhx5RBk2ayrcCiZulbg9KNx1RcMLwGL7Nsa2bEBZzDHS7DlLCp+oNWR6hVnuiZRfGHhEvUHb4CdXuV+KcnKUn1X2fMLlZfz8w8i1Rd9dFoPRnm3cDJlZh7YOdVdvQ1yTST+FwEpXGxCR/xOMDYD8SvJcMGKeU9lg8SU/3Tymsp0obHnR8xm0HmG2byoGhfxIMsXxFUpOUVajnG1+0H6MKwSs/kQqP0Y9GJuE9lRyKxiEdtxhwK8odygMhLLCEcjxkrPdVgi4J8sioDTR6ApRtUz6VHPCgsnrSctRevr588nymDHoHtB1TcDTypJv+hLN/IPOiXa3IYytgCJhOya7i3mXBF44PceEVOJfTiNjhTThQpwZHhPmef2dYbj+eI+sbJB4s6ycRytP/PkIMNuOyey695y8D5eVD2ZkgRniyTRemAmsMMnX3dIkvHN+FkoAObyX/XJ0ycky2bwMgQUvQ+s3qo/N82YfjHbNdWLTCzTeW4QmEEqC3siXzrckTzKWjRDWy+TutGkOX+4METQ9Z2woBCTanLe2kvy7w0a8+8hdRDjTYQtw4EMWrsQZYGGBNPlaxubjfrEk94DpSTFNK8auou1BOxYZQLkoBAoVAYi/MmUegawVds+CgVDBDlfvMvNew1+eiOYd9JyEsm5DjYkpn5zyHyaqgVbMYhVGtq2IKJi4yQg9uYvgv8CvZ7ToiolNHDsEHINRrPxtOGxRMZ5euDB5kIgBrHu1MFPG2qMTsCZH1gij68v2QNNKz29ixbnKlyZlERMXif1Eyi8aj3yAba32yzsZHHGguOGsyG5NhppunfWyFBMCHi7nc7t87/knd0mtCZVeIZd7IuUXBj2hGEM9OJDvTUFM0iD3skLHKme5/ZApxPLnYeOVa50uZFAMtMCLvJov0oXm8KhrWiXzb7Ujy0YL2dNX/7e5dg4Ielgnk9I0RtoYWfouE5ZyeeG4hKlHU436z/gOKW6kVTSOaYGlZNz1ulEuclsYph/zUAgU9JvH+EYD3Uj9DVcSOHaVSf1DQb8FZoTojyxphfyDDJ+w0kTDUyGQJk1QJRJicuvjrwfFCncfMqCTJ+sSGYd1ljnh592R346G40cdURiT+LfScKy+gtbs7a444rWATZPStLrB8Zi8+elbFkhKhPGuXQV52G0hV8sDIh3DIjAzMSGkfcBMaNcbpvIGbqKlAH4zoVQZg4m5rFzh8ayJOn9yBcwbLl5cSSf8mr/TnphbzZWD6FGn8mLRTocvE/lLk/KHIPN6203ehuPOOPxtyRA73T1WPeEeIdPjUYWB7Iyy1wXYR351RESQLB5yJ/lGWKdI6ehyhuaaP7vMjAjq7RAwPU8ikgKzYEeuZxDlqBAoLAQg/sqUeQQm3CB6AM8JdawBuzxYT3WjJm/R3GYqLnbNtvmPtfUqiEJg/kOCLlv0baSYeOEiTSoY31LvZayJPXqfiNVWiybvmRo/59Qa+22tltOQ0o+gLYeT7UHLT+bxxglOHjldK3/yYF2KU/BRppG67LY2y+HmmFBKA299UL7CNbIxYibvP0x6Eu6FXu5Byy8MUsuGmXUhykqohIGj/KxyTkQhINOOpujiedsntQcRq7pRMi+nwZWiIs+oi/xTALeiNIIUFBEzh9tthj7KRFyu7Doqj5wRUUqrVMoLxyZMPbLad7R9urFkx8KSTCWqqaASSmEeOFQ/5lQesZ6zjHTlf0HXrRCQFJWyAkyO67JnLLMnU9vMiacriGNCnXSFQIBJjLx9uzF2BrgkOIJt4SClMQNNtZxnXozvxtF8r3sjshrxldsNHsoHMeHv4600EBNfpG0pKCxeHQoB0D9geeCZHuMTDSYpV16JI08S6aRY5d0mXgqBTRNsWXvFYzeGyHuaUyEgf9Zy70wXq9Kkvyd2GcgmbHoyDct+Es3v6bgFzowlyZ27nC268pPLGFfecMWO2C0BGdGbGih4oOKNbgKm50lMUnjGPV7zJKQcFQKJI2CcbhPtkAHlV8oRyMAluuYpp11mkdbK7wSXKDDkS8ev/HQ6SsBEvXDq0JK3TSJPEDUxeb38RkFYG/ERoUVPgsEBVwtx8ItuRhHrHudBYUcOibRZvzRhd1jadHG8er/g68TFTzpPLH/wHVxOjVOBlt7jHSWsa+jySyN66wknj5wHHFilmx/Np+MxiqjT+Q4XHCEU/TDICk2JhlpRFpH268a4z6s9TurFAWQZ2ZZH8p5h0ivKcg9dfgEgu7CeGXgO0YFTASIWQdATx+xE74OchDDa77pBTieYMXFq1Z7NpDWO1TZWI3pgPNHJPRDprnaqO3AxVu0HicmiWtrlhec+TD26wGxnd24mlpuDu7t5e98MB1ri9DDdjCWWhX5gL9pBGK0uTn3TTRL6MUoj9vf7TXrS4+pfSy8+1uY4mS0OU6eu3TttPhhHhCIMknfS5rV/38hDDONh7eFHcbZsJ00E/QhV465G4tXXcuODmJblMJo70uaB3w/fBmeXbpTq0c9HiPaZVJ5BnIoeFOu3sdP38BZO7y4kqi/eiBo9hFsetuMH9+qSu7BCDC1z5ifLVlyejBb9w8w3Dm3s0zJ+vqq01Og5dLncvA1M90r5/OItjReDbgbiUErbhE/PpmHbqqKpTfXFLFzGhj2Js4yfxrmzq3H95x5Go9JMHhbjUMUXbX5SZvsJAqyMQqCYIKAUAsWkIIqMjVNZ4v5k1qWVNxvS6cTeAQrJ9czXRBP58cMYLAyXT5auRzThBpOJsejBrBmp6RTqgSNrDxsRWb9WkZNe7uWFyw+Zdmrn4AheL1O/ue26/oBtl21dcXVVQ1cCVevi5OUWRJfUkkMWnb1rT9wNdVaw9LvWi8CSje8R4eYkiuOcXzpBNHWw5LyGaMidGMHVwInkUCgcTEaZW+RDpFfayz3vvxY4RL6DX+m2ETt0bJtLzGNHiBHibNQT3WAieW6lGIF9vNesER5s0BAcdR2AyaoNiZ5fgpkEjmQXZg7R794Xb1Ta5UXPaYh6VPcKEyNM8z6HonoRf72ZWLcepjvRL9ZugYJmq/7OGmCGyE0y+rG2PXEri0HO8f/dIcer14t2PD5FeF6eHTueSaSnTtUm4bT9Upo8O31CvZWvpnFVjG5+ZeldglJaI0VANeqEqhG3wfVwvcZqdHwn9oVJkdoM0g+U111O/8DEBLXOOVIgyVqhPibE5vuCTyQP2dod18S7eCuH9Buhq27kcpejFVv7KaKvMVzipksX3ExhWB3/5X3lRaP7xtqyNGedGS2X0UuDDSUDvyGjnVxXEkrPwVaRvVRvqNHzy5iQlfVvEuHOmNSa8iH7p9RypaiXUQSUQqCMFrzItjyGPyONVkQATIw38lWaYmB2rBZMaC+0J2ov/YZh8GgZXG+XsDmFAekak0rLy7zJbffARcbTOxauEjxm+1zuM9IKNBK0yRWqLQyPXnEqxANaNdwfNQlq/INYLcRT0qnQknFEv6pIbCdGJUkzAdOLJwsludwvsgHX9vsMkw6nC/S1Bj5yLUJYFiw/bf/CeknO88Rhk85XWK2Pb6IWkfBca3cQVqGnoJ2ZszsiSEyHRpjGZK0VwbS3txCzVttKu7yIXAesR1Wg7NRFDWW37H2dCrsX193yu/ZGme3wQmgJMr6BH/BtgKVEbmQ8w/Zj5xikIv6PfR/hpDtI3SU7fMI7jMu1ykXotky3XftdnubrmUMQN9Pesr53GC/Xg9s1L+fQbnyHAEpBN5nxZS8irdFz7ck4odkePC8iSEyH6o00+uBogZiocXAOedQjX5UwdhpYLcINl/skd9LHvaQ6l7OVABqGcF7m643+8nLxzXa5jXkOQxYQ+HapLZfPPuSimGB6LmpF91pRo8cnm8oQCP/+U6lm5ZepTkDRVwjEjYBSCMQNVRkNuHq8fq14/LlHz5Aqs3SBk/KaNZi0mz/JR3sLbomacmfbFDKs4YTtRLsxKpkovVvW+tdaNqIVO2y7bNu13n6rXdW2FwtbCssvGfmrjolBr8GYRGI0vnMFUe/GNtWX/s+2J8sWb3rFptxTVH5VawpE2ftfCrvDwi+6Ng1rcYFltZ9eE65//U3s+rEDJmgrLw2yFm4LRYxddR/2Ir9rx+3biNiyf9vv8dpqtsOnLVii0w2W7Cz9RGmXFzc+8dYjvjm7gRFZG/eaYelypfHs9KDxnAcFICaa2CpFFO8CWzz92I8Gecf/z2jDB5ty3bYzFBOSb6XK4kVb+bmwR7VU1aiuGWDKInulW46zZ6X91tbMuu0CG3QsbvPjpgLqNsl/gucOH9d7eTvUWwttexBbbWxVx/V1IsqU3kRj/ile47fU+gU9YU3UEOuYOcmt8itN7B54X8JNJnxst0arTYfzoG9Shui7lYx+Oz2KvGBiLPBeQ7R8Fzbr/N0M3z1yN0UsTGOmF4tAYfpLmqXKKepORXbWf2RasRfnPLlxESGURSFQaAgohUChQV1ME8K8yjLa9A+d39+nY9LbYYzl7f+UaFCepbr3Dx7OJ4Po6U+MqD2nYDKIgRr/nt764ZtTMTlcPw3b/X+OnYw04IkIXPFCfQGKu2svzMH3rFKI7zDyaNRXcpCsYoUL8Ua8jO8gJT/depzoLxamaUQXmytc7mDJeC8fZ29WKOWXQIZys40lCgcJ5K1RRyxZbCRKMzy03ZmOEBEv6Si3qVOJrcToJpoJk15Rlnui5RcPLhWuEJ/laG8/Q8z9Wc4Z1MWB5o6Zxs/hU46zIhHe61qG2/8B0XVDI8PFcokl143TBAVt9MBwO0d+QsVtcBd2R/3dptX5YmIbj4n3uC1H9phBMeCz2pzSLi88x2HqEZ/tdrAUKCZsresalitvMh3MR9fLSato2qU6ELofO8dJngh92dgBtuOTnWw7t53VhOjZtobb0rdwtoHT2/ONr0BOMCfI6F6X7HWFwrbsvw00J16YI1x/scufv2JnATgT5sxeRne0Dj6Ui7Uxq0pjjazcr38GTW2MZlMwJFn0zyKwFTtrY4FwHX0r0aubxGvclqPf20HFRA3dZ9Omhvv6YURbPFZ033/RxBPBml9k00jYhkKwuvdcSf7ipZuVzmgWhirzVznLM974UcNJvC19TXz9qEc5hXRv/rWNiR+dq3riKFXT827o3QetMV7GjbJ3H4i4SUjPopUMXGLJtpVWxBP17+VhJjZp+sbDiCBeDuHSy7CVjY3ux3koHn2mV2LKTSGQIgSC9yIpYkSRLSIEqlyGibSZ9s4/EY18H9tcMbGaN4KohWvSe3YFbybllZI2iJdhdpP5uURbsQzywhLveEFcd68XoVnfOzEZRA/Fv6e3fo1aET18txnmK2KfobGNak4QfYN8ZuKX8S0Gc1bXbkXC6k9TYKObOaQ9NN3AZflkogt+bQXyeNbDxAkjE90gXtenQBs4cJN7GIfj3WZ+F4tzEEY/Q1qtOCftBoVA/9o3BwyekT/KkYeQLjKFUX6uJAO97vwHVsXQSc9cjLLCqFtkBZb188WnHewqq7w8qH/7HuQZ5fboo/qhhGzldx6BTKdQ6RVhuSdSfkFw6fO/JkBfkXbpYONwN+6SD7l+2F7KZKPucp4JccasW7uexOh3K+rBUaIFY7DAe7tJL9gjplzzidr8QSZR8NoEE/HFPF3ICz+oLmMn0odiqD8UdkKWfHi47nfYuj5aeGpt2kcqGBYM12nRLtQzBz28wI/GfqPHZ/1utyewVAbkJVQ9AlSXmTM8HbUnoFwy+50qcLf6KvixtlK4ZPRj+44a/UAOl5Et+ESpua2EbvQizirxmE3yc1R0s4boFfziMC2lPNx9KXROWWakfEbT+2mEOaJu7h2JI1pMO3/knTFfvkIXg2YvB5OXTfMZVbzUXgGXgse07tqN7gFpZ6CrzPKYSFM5jYa9xwSdvuhyX0ATnI3ujHftWYi3CukPGIgjXBxyL6IIS83rfkEZ+D7bMr9rHalg2A9aaaC1bpdRVa2w/PkV/G4dhz6AG2gpLqtoWKF2p8f+YtO9uhuUAhaewOetoeAPPHNz+bNEHZO5QwA8nGeQppHIzzpUf90Aiww0N89CZMyWz/SwHz9nMKrdQqMHkd+7OhL9EUqBpBqcf3CPJWeQl16YxPOuc/08TOaRLpxsU822OmzYlTGuv42t5df3OssmPZORHsgFxSUTMpiBrjyT/w7aio9vLdmGO5dvefizeyaj3pCF7XCXxTYX+DyHAzChp9PNoN9HKj7CpGeSi3wsf0W4sSchuMooBIoagcQvKlAUSjwC4io+684V+1nQD3fLTO5p3sWC++P9rkqy7o/GOA1diPPX6OXEIRL001iBx924egI5n9npWvdYu1P2y6sXj5kf2vTceWo3irFnTVwirlPDVVZDL/ePy2nxKwW9sLSu2Yqg6c6Iz7t8nZnEc8H4TT4RTGeBr6vsOA03NrF49PK36Mv5Mt28rqhzuG2d6IGleWmwnEfrGkqvnLpoRMXDFdaQ53jSK8Jyt/CV8BD10F1+Mj6uvEbFhccTV7CZctId9zPJad74cuQ1lNK1oI6wPF7PKXb7IsuGzCO3B5ZrVK5Rlzl5k/nU7WhLxAXjSCNHukbOfbWhdF80pi24n0y6M3pyF2c6HJOb8GtuYqSnhWsLD+TznEimlMuLS7birkdSG13gvjZSugq2YMYuCUtYpXhuOfPvx1zXDkbICC9DXLXpvu5OpPwDY2l2Ocd7l/h66Uo4nmQaxAX3ythsp0Vee5az075GLoJNXLk337omD3GPC/5cFumqNJnGZbh+zc8sGRklXZPnDeYNwDqNnAJmXQXovv4tfa6TlnzP/FaLf5MmxyQNeUlzNb0feNxNv2SIk66cN90OGns8+lu/q/f8sHC7b50aJV2k6VcO8tV+nD/c3hvYxLp2UPaPwGOAJC9If4cHNpyh3O3O/PV7z5/NZKQXCJecnxnUs3adiWIft9HmW5Q5D48y6gUs+qP+ODCCm9w16LFDpmenLNkc/Rnal4jEpLDKqhAoJAR+UdQKCZV+MUCgGVbBVk6KYIRNXE7aa1DH33it6fc9likighkOA97Ct7L9PD3ZA0093eN3PAnV9kdG8C4PeJ8EzX3lFaQPtzu3+VuJla9g2ZzPS6o63/nb+Z2hRn43wp2NmEds7fNEF6EP8TRQub8EHfzc0Z6+bPQC0P2jtFooBav6P8aL324MKWgga63K0YMHKb9YPHr512xopH+hhLPlJheJFVd2q98eO1cecfEvrXE0HUBsw2HSWmD/qJ85z7V7oE0Dv5BYkQybXhGWe5Dyk3MeBBce78kV2KkxyKaw2Fx+gwvrh1X3VY85dwfwkJf3wQr9aG5zGL0ezHscuz/MeiTLhiNklBdfucby3fNfI93Idk1Q64r6XV684V41uY6Ukzxg7fU62reeptsaHJf+mu1/VRfbzm0ck7X4pZvO3UZiCfUz0iI+oyjl8hK2HknnK2gd7Z0nOprX/9YEFY+r5fVzvCejH7Opc4LExi8gdno2dnI5PKSXGkQzZot3rQl2zuALp1im7ZMarXvDDrUG4mK1aI0H4GbPj527A3jIKo002rUoss/pNQZnrYKFZlWtehT8isCWvvkj6oqT/rcg3R42uw5b0+5ENeXqAru1ci434zxSs14arZfOAuiMqnPUpHZRSwdZ4pisWYOfBQzSWZuBL/kudobjb10narRxbiQ23K8b8Dn6BS4KQZPgNuWt7ghVMYy5aoBGy7Bp0Mv0vM//iIuK52mOKF3aOF7jesk9YdPwGpZVaY5dGSvsbf8W0UfA7/GpRLe0tfE6IS+VWwHxrNBco8nA3TKPd7Vskc9kpBcIF+xgcbUAkUyZLrWlpr3yuVIwyNa8aUTT59hu/CDM08DHEg3hEzI9EV9YIPH3XCPe6N0xzrNJbB9lUwgUKgIaVzwUaooqseKLAN/Ke/AH8PdLjEbqoUWUe/k42ebfjR42FQeVziaqc4H35cBxkisWwfKP4yrDQ2AFk3WBC3pQvqV0+i7c6zOLaOn93qxyPA7+GyODc3Di+U/ELqwPhYbHyMQ7duG7FuvyA+ZZkFF+cnw5zORO/ohr5bCN94Lq8eG0bwuuK8siqtWEqJXHqDKCSgLpFVW5hym/wLgAqJzDRDu2Ez3S2Zz4vgiNwP9GIOhw0DFB25BI++IgGO8LyjHzIOTFHDZXqol2CTKT1Iuuc7E39QDR98ewpxp1/j9IqzzSuAJtRL0osy0rC6VaXhKoRxY+QZ6B+rGTRLehn1qEBPBZAPsCCi0uJvloY6qi/OLtAqdBWWSdoYGpM9v8Cmmt0PfFMPmnGO38WqOZD+Nsza+NwKcxIovaQ0DU9h00dPPnXojmLIoeNEbygb3514Q/ADJuKlUiqlEHMEVl1ggb5J9/ivBvNBM/ohpln0KzguHIZVfgiy8MSWIaExt+2GQe+KwGfOLtHmLSjhaAV38MEU5D1PlNcrXjwCV7L9EX+JWrjSv8WkYj7u331TRGzc3zJjbj24RWfnKATyf2HdT0tZxCkZcE00sUF2+0nK683u39RqNMDCH+Axnj5mzICv8CtXq8dd6IFuw/YwPRA9dDy2VG6zkLGgmfsWMwyiq0QiBhBJRCIGEIFYHSiQB6+LnvE7v5DqwOeYx4Nr1C1Pr3etbZjHScMdCsdMKgcqUQiIbAF5OIWg7VQ7Dx2FH0h1vin0RFo6v8FAKFgoCkEOiKpcIl/UOmiv7iqZtxXsR6Oz52hrDBPUhrfFnMWemprQVUtZWxYbPrBKI3UaVSOjGxuVS2EokAoyk9NBq8GMxjBf8kFFpVS2Q+ygDT2dBwfbMDO8cwZhy71M7wjROwo+5J0lKpgLBTUzaFQEwElEIgJkQqQNlEAAPF9lg5WoMVisEYod3RkbR6WFk8mYk7eGYQDXvdhCWN2PHV/p8xlE3wVK7LDAL5mAh1kCZC2GY9pBtp9bED464HMBHyUKaVGWxURos/AslSCJg55YfOdhriyra9e0azd3mLMEv/D5vMfkP0z1HSwXnw7QUyV/wKq8d3Qfd8PtE1HYk2rxLRlKUMIMD37+ZnMnpprkat2uFrtvOw8+EHovfG4LxLrgyA6Yct7q/1Iup8D84/fddwU/9Fi4Bj3/WLbTFe/NTBEJu4irQh7R1u6kUhUNQIKN1UUZeASr/YI6BNHobvh73ZZB+9qZQB3tAo1zKBALqQ57HqcQ5GpMM+RI5xqv+kr/Scs+vuJU0pBMqEFJToTJ4wud/738SzcetgzNj6Eq1YRrQQv+lzcbZGg8hzNTxSugXf6i+vDqWAee3ZPGy+mYdw464zFAIeUZRTGUAg93tGw62r8Nz57YMbJ9D0KlOMEWjQCsyhkekFrV/nm4l1/jXGjGrqVYxLrMyypnYIlNmiVxmPiQD/FvVjTHKWriT67EvMdcyPPLv3xirQPcTu6aQa9pggqgBlBoGM7VjCxDkN+3BOA3ZQ032YHNV3HytWZtBQGS0RCGCHy5LX8DE3zn5o0oXozpZFzjXfYbzpc+wyPoDv6E8TpT2AXQLxHHlS5JwrBlKBAL+K7/6uGm2DntVQtUIm8JkAhiD0CJQB1VORqKKpEFAIlDkElEKgzBW5yrBCQCGgEFAIKAQUAgoBhYBCQCGgEFAIKASI1LWDSgoUAgoBhYBCQCGgEFAIKAQUAgoBhYBCQCFQBhFQCoEyWOgqywoBhYBCQCGgEFAIKAQUAgoBhYBCQCGgEFAKASUDCgGFgEJAIaAQUAgoBBQCCgGFgEJAIaAQKIMIKIVAGSx0lWWFgEJAIaAQUAgoBBQCCgGFgEJAIaAQUAgohYCSAYWAQkAhoBBQCCgEFAIKAYWAQkAhoBBQCJRBBJRCoAwWuspyKUcgK5NYVk4pz6TKXplDQMl1mSvyEpXhwpbPwk4vWYWRjztJMzOJcnDlYzEyObgtNQM/ZUo+AtkQr8zskp+PUp2DfIxRM1HhcotXO1CqMY+ROXXtYAyAlHcxRgADIvoJjUn5SkQX1PJh9CTRgOuIPjvL6V9wM7EtL5FW0elc4t/+NYnouqF6NthH35LW6aLkZ2kB7pe/cwqxfvNIe61n8ukrisUcAdSpVf9HtGIL0WkM7n/6iaj1HcT63kJauRSxXhhy/fMOoquaEqU3I7ZtA2ktqgTMDNqirR8TLV1HdPg4UeXKRJVqEF3ahKhVG6IWFwSkp4KXGAQKQz5lMAo7PTntsPZ9G4lmvEw0bp5Boe00ovX9PamlryRajl/maTQv+F3Smqh3H6K6KWpfftxUQNVbG+tjw5cTjb/Fk63EHPMZPXWlRmO/BgzbiR5qHpxcxlaiRUuJvsbQpzKGPZXwq3MZmq1WRO1C0AvOQfGPsXseo0a9NZ3R2TuJ+jQq/jynlEN0S5mHifKQSI26RFVj1KHMvUTbvyT65gDRAcgZN+f/Cl18+2Aylou5/hEMDcqjG/Qcnk/rQjTwIyOBXiOJPT6QtNYXG+/qv0gQiCEaRcKTSrSkIZCPwe8G9HJUntg1rQtpkp1BVLu+iRQG8EfTSfPUCaA13LCL6Cs3qA2NFrK0KQSO7rczuv07ongUAkHL7xh6DBhtl9qFYINdhLag5ZcIqznbiG64EpNmF5Hp00l7qA/RoVkYtbuUb66goV7DyHXQhE5j9KLnC41FHtqNICYHI8++mPgv8onU6GWinY/5eBayc2HKSyFnLaHkEsEljHwWdnoJgZNA5HzMRp4ZSDQWM9lY5hSjJ1prNJEPJ2QD3cHwB4nWYoLS7nzZIzn2k0c0QegzTNYpFQoB6E6/NvN1ks/Oghjg8hwmuU8v9onUjOg42q7qPt6F6oymcyt0P/9Bog2uRndQyGOsvBw7t4dO2PayaMvHpPyZ9qh6ptyNgw5/REtvJHIzGN1bX/PtwnisRiOJ/jUWSgVvErZrVgF1rv0LWs1d4pHNeeNIw4+6PUdsxgiM5dXU1Aaz8Gzqk4HCw7r0ppS7G710O/zaEH35Y+Hkc/96KZ2vSNvwb+ldttYgWohJzHb8dmIiO3eQ7Fn67E06mHlKgzIASwfxmMDlVy0eqipMYSEQuPzCMgbFX19JGdDt/9n7Ejgrimv90wkE8A8qiGLcQEUdVEgCiUsEMkRjVLbEqMjijkAWWUxY33sC+pRFnywmCiqgwgzIorIIGEEHMAJPQJlRZgjbjIFRGWQbngyZ4db/q75dXdV9u+/tu8ydrer3u7erazmn6qtT26nqqmFEL71ENAB13zTziC76IzFlQJYop4h4ich1BJEYDvVj+Pt6Hyf6vaoM6Ek0bzHRMvwmjSfK9I1YNR5pk5eqyV7CXJPBJRH5TDe/hIFJImIF+tz2FynKAMwOZq+GAh91xmN3wMuY9NrKgB5oXmYQPTlQ8v8FNtnknpDvqbK1QPVFrTXNgNtSRdVFB3OcmBMpVxTxOn+QUxkwNQvNy1KiGZOxcyIzHKraTKHKQvSXThgO4jcXw650m3OwyQtSZv79/LJ0c68+/LYtZlT/PKkM4CmLppup+JbZyoBrUPfGT0M3toho2lCZpwLM2f/nA/nuZ3u5v6UM4AFQBp6yORACfHg/0arZkszy/yLjvF9hh91p6aZtaUPAs5zSxl0zqh0I1FdG0oq1UjP3/rtO8vM/IurR2+km3i5vJ2xY1lbs0rX22C77DRFjZn7kmkeM7FVF+cVIkvaOA4F0ld+H0+UKeO/XiLIfsBI5CIN+1L1BC/A+k+j5+7AscVMcGQgQNBG5DkA2JUH2LoOi0aLUbSax5QPIrnvdf0c04onq9Z1kuuQlJeCmkUgyuCQin+nml0Yow6ywJP6nK+Ruot74zGzmY2RgVmzXDyVNh9YyGrjM8umHucJcueL9658wuh6TYm7umUJU8F9KxBRYG7Q26J1wt5kCaqklcWo3oz5ZFi6YqO3HPAo7v20zcDjRq4A62mTPDpwOSz3DTl/DdI0HlXz9sKNBedW0LJVkVp61DLtsGkGx5lnL/Nk2PN+gqVDAdb2HqHVTJdxdRHf/jtEFncIyuPZzonFi3UkJJqx78cmGXY+5I3R/3gbTz6aQ5NsewpgV6rhn70dfycf1OVhYGEGs/H8q7xNE7wTVedfv1XkENAA1EIGDRAv45EMxC94MtjJZfkqJpK0aAY1AMATQq88abwXtiYG9UAZYTgOxnJAZthvj5hKrsNzrxKOxnUv29APew7CGWvdug6QtdQOBDyea+kEzs1CUUXZYGeCX+XfnWJNeBNiIjUfqnOQ67BJ4NjMccyf0a/l1qn2xVryR/Rf/26kMCCMCZUC10QaIFOlnlSGAuvGZxbwzVvcLizFBD5CYehcYNAQBHcoAK94Pfyw1LGdHowVePa3zG6IFi/RrRjR8BbYj4FwB0zyPrQj/iAymXSoVAT1KqVR4ayDxEnwL+y5WvLZ/HU48PxTrkovR45QRa3ETDqlrG5mpeooamJ90U9nmqy2mEtHJBmrzTw9hn1pzp3Oq3kqLiJavIvpkZ5gix6XFuURn4bXZddid0D6S05HdUN3/leiNNZbfucRuvpOMPz2IVtdn82AeePwDvJqD5l2gyflmvw4FyIdEh/BBWHPQ6PkEGUO7SH4Fa4EHPploIBttOtWAWK97yGgaoIonW35mPmcRrdyENELZe/MdZAwbRNRSyeMepPH9XcSu+BUZN8N9zDDguR1hsbzxHJ9EIZ/DH8NBdXulmzvpxblYiZ0PPstNPhwLOhMa5mvaIU4P0M2QmKTClii/dJW7yGOy5SfoRHsexRAjKxyAjRxqrvI5g2Nv4p9RfjkvwBmD/x3P4RC9xuEgm3nd/IpYy0y0Hx5l5OefrFxz7hVQHs6bg8+GUK/2Qji5zFyAT2muu5GoI5Y5OlwSTmOQf7NufmO2hdQMOyB6tA3HKv/Wjm3sBL92F9vvgSy1UV54xj9YjJOpDslyP4K+5VXIxkq0h4fQjnV7AO3Agx6ypKAWb3+USPsp2MVbj5KVz3Tzi1fOBJYXWP1bkHZeYMk/FfjleOsNCsQ3lF0zIoz6PBKi17PC61P8O+UbrKZDBjHonmGMhucYptNGiFIbq/p9tRkbl9A8NWlJ1Ou2yO3Jfv5HChi9uc6ghg0kl7JTRD+/B1VY1UZI70gbDgr8YK5Bs9/BkGkvmhcMP868CM3Kz6Af7YhmBl14w8hYni4lWNZe8nE4PawZvs7CbgCzC6yQRyAV7ERUK9+eRLwcjzDKftWgV94Id5s8SLtbcNbyHzFcau0Vgego0rIAaWlwDtJxF9KBMwyWY5fCmwuQT96MIp9X/JZo+mCP/Cn9doMzvOmnytWrDAVtbJqg3/UjivY5Oj/4jm82/WB7OJZ5SCPk6CzIRP3zpTzlrcaw7GsMsX5A1LuPR54tpiI9/NuQXgjnFqOg/EQe1OfyZ9FcogzPQdfz6nMYQkbUESs0BO7+aVCgYdG9A/JCAAJJT8qc2h+ud5zI+Sh7b8PoBSgDPuee12JufzejIWNlPO84LtfBs9FXtzDH98aoQcT6fUZGZZxJ5GKrXy0EmDYaAROBcsZmDOGbzf1/GS9IrMr3MzbnJcZmZyHeSDtO6NHJjGXNhrv1e+klFtpSIuOlwrZ4sMUvk7FV8yTvwe/Fpp73Nyt8TxY6Hju4GWLZBJuHJz4qLoLk1lnR48zNEyGdz2k3heN1fY2x/He8aXRSyoHHntzaM1xo4xEnbfUtmfKbcW+Y373ZSONCT96MrmVsf4XkKPLVfTRjw65yxpn3AWN9nXIXWrhHxuW2zVOccdxy6lUGTgrxvSXKL13lnkz5xYdEOPQ2iX9oTbE3heJ37TIKvajItyh7vzLy809ErtWU+dUfW3YynW1A2Scy/VtcdWe9zD9vA0JrvpScjqyz43G5D63zwUfGkLbaKi/sGGOZVp3uNpOxTX7tYT8WOizhkLY4+yMRUchS0PYzmXqUiHymm5/AJRE5c2AZsJ0X/D4Ya9eJ0NwC4er7LN162u5ax671CXYgxHB8sBmu9wwZZtu0UDguuhwvUfLz3zbJiufsetiETZJ2NFtpfggbne1s2um3mxf4bSxVKJwMsX5W+ClbFXdYizc40zJRxeDwadZF4fPiBmfcaG8lWyVmarqEfTCGb17GxqwHY4XIp8pfxKVMBe/yEFs2B0NC/kPZiHJqMxDDQfAw3S2/pa68e/EP6uZXhiKNDvxdRDcjnSKc51ORp9WjZfnM3eUipLzOBCaCFkbIDhMPP0dEvJTtkvw5/XvnuENEeY8id1FiSS+U7TBF/t716d7yZsg0cvnek2XVaWASdKhtMs2TfUVo4kcyHdpW6QigmLXRCACBrEdkS4YWJzRqOmPLlmKyP9E5sBNglX7sCG+3gqI1VJ6hsZtFrBQ8MdAUvXDGs6D3LWNtRWs1kIUwjoxq4lUIbHAqA0JDoPDguMyZJnHpiAGvaoredmATmrqMsd07GFs81enuNbESk20FP8Z7Xq54GdA5HN/Nb+sixsY/ydikSYw9+ajNI+Se1KhpTKb8/NL40hzGhnaS/Mcpjbk7zrXIkyOPKMNrr7HdQlO2KakttN1NRcMkYJG7nbGtG1EW88I8e7+mhE/WmiC/dJZ7MuWXCDx2vUHb4CdXZZ/Z5eQoP1H2fGLoZfz8E5FrQd9dFkPQnm3aAplZj7YOdddsQwIqBNa62oCI/B9jbCDkV5Hn0Khsp7JBpEt9utNYme1EuuWFKwREO63ggg2ljE1FO6W4hQajfXSbePsjEV/IkkI/avuZDC6JyGe6+XFcEpUzPyzd7Xz/JQJ963lSqQ9Q+OA1linNlQoB92TZjqtMbLqhCgtjT0QweT0uHJWnnz+fLI8fj24TXfpkPIXI+PJXaFYUOifa3YcytgaKhFxMhJbxrhpp4fQcE1Il/SqPojVyIsXjzAINt8ke4AzD9eq7VGWDOwLeeRpFnvjzUWCWi8ns+kXOtI9UlQ8WHRszZ7PGJs0BVpjkm3QzFbxLT9tKAJWnl/0qDFVSZY7wMgQWvAzFb0w/WZZbfDAqyHJi0wc0Fi1F1wAlQV/ky0y3Ik8qlhkI62XKoDgR+R252hkiXn7O2FAIKLQ5j46K/LvDRrz7yF1EOE+HEJtpyTLnOxgYeRlVYSHwsWVIlROvyBFuGNPbfccYForw1w6VhYCyuUdvmqizCBzCdu6+s6zsoybumEdGG7EfCfvWGmA/Xg72ih1VEGqI437HP4m9U9hbdWo30ROvhD35yeMdsddKGL4HLzPOLbQirtfz6Bf2wWZsYGdsNcfeuv5diYZg3xffqrwde6k6iLR7EYjD7RT2kXUabUWAznvje7gnFfm2zcYwLvY7t2B/1jO/tV0Y7kkyOv8w/H55G1wIi71UF2C/Hoxxy1/RxD7t/c1xOAZRtxeILfpT+CpHA1vlX4bH2cLTerbHnj5sTTTNaaRZlIXl5PlIZfmpaaQ7iUrwHQW2lxtrP/U5XA6zp7wZZMzsbR1EhxReDR103vNwQ1mKu2lFwk9gX59lWC8cNDPiVvGKfN+Aq2r6yvdU2BLil+ZyT2X5BcHs6HErFOT3HOyH9DTlnq62o9p+2I6Kxe2fiFyb5JDWwUodXPMlPidR2qD2nYj6/AFyejLKdnWra1yNbc+3j7MSiTZg+wacS+qugGfiuO/92Jd5kd02GROxX3TiM3h/3ftzonS3E+mWF6VYhZX1zybjJdR5Du0DKIOmPze9jOmziP13d1kWifRHgon7qbZNXu1nMrgkIp/p5pdKOVOxVNv5gkNO1E/ttM8OYP1/G+ga4rJjcmvxpb5bkp1sIt5EExXhYTm4/Ju3x8n97S0/bP3PxfbmeX5xXe7zBltbo+E+dq3zkLW2oNmdV390W01jDEX2rmZ0+e0y73Nzifp5fBLQeya+HsS+74HLwglZPgFf3OE3cSmGPhiiYZd4hFmK5keYibiUaWRH6w0HKH56gNFdF4avmJt0M7pcTGVbicBeT/DY9ybCgNFOFqIRM/F5B5o92zQ06M/jib5sRNToJM6GG2v5IN4kwRdOZfC7uIsdK2nL2WoZWtRO41OQZ+ZJTCOY4Eq8u/oi/ZZZis9PemSINwwffxCirBz4H5du329pUDaGGX0wruEn7W8ajs9amkp/bnsfZSRMf2BqmwT42XEtS4NW+FzgGnljwJjfuENUzvtbw6TMXYXh/v+gPCMNo2d/I/F+C2d8JGea4eTQR9B3zgIZCHE+CLZpkBxJHTsYApWladB0axACk2+yVaohL5WqWClwr0yLLFYoK4M7yoRr5TzVrYjbLfVvwVyZ/lhbjOyVzgCfDCx+2KbLln4ZmR8vXJRtx4xvqfcyc+616UastgqaXB3b5imndlRs4fTbes15KfwjaHulhbvFW35qGjtNdqaR0xP5U1eElTihldaeM9VtXQmPiR0pYWwcK8zKyjNfYQytyQ+Hraz/RPgpuKe93OMtv0RwWzXCktkoK34KBo7yE+Xs137E8ufpVWlHrNC7MrRHaQ+8Vp9dwe1XlccOtC12nlEX+acA3C2qOQbZl59P2ctFVw9joYOurUsKr1opL+4dAl47eOx+x9UW2+58N4oH5tHkRfgl0n4mU4+U8qy0dleVvaD8lHBxy5mKZbR23l2vFZ6OdkBNv8tetEqurm7321GgrHR67hDwWYkMtFKp0FZX713JNF/V1dA22BngqtleUcJuCo9Z6MLUPHNxXRigW1uPLzF5WMcPW9s3HnSxBS97kRUr5l6QFsz235VhYxZu+tg+hXxejE80GLaYi08jXgyQJ4V0SqzqbhOv5mPzZClrL3rsxrDz7pIn9bOWe+e4knpQ7pBQP2fhoRLl5+Jgvh5Hc3gysMBZFBS5iyXbKs/lymcSXM69dt/w8Gr+VPoqjodVwkHs6mcDsfr7IPR0mEAISDVZMP2BDlXrECjCZbH/COeq62tkJLK6XqGsDH4HFXClmQqoxRdY1B/HqrKlfr8Kq02WMUatJPSWKTBQD7+NA05MM4ZYj4uD0fwGK4WWYf0zhdX5vBGr4DENViOXDXfuHngIKvrc7UQresWMHVeAhMsvk2j+4840csanLO7uFV/TeQxWXH9oBRAPuEU7DLIBVOPQVIfNUuyswE4LA8sM05YQFR0RHql7JsKvKss94fKLA7KLWlqBsYa270QcEasg6DFlxfJ+yEkCxvhDd8jpZCsmTmfatUXZNeVHEEtmD07EytIuLOd0k4F24AKo8x4ipopqbZcXmXvYMon97QGHi/ny01si3fjhosn2RybVBNrPdNQjNcfp4JcSOcuM3s6reXLb2yq7Bd1+ynuLC2WvvaVQ8aiG1vLjMq0D7os8xDBIkh/5Pc7cVXYGrESTcbeySu1Ho9NDUAWUMsoaLdPAT3G7EWe6blLal9PfEO2xiIxFnIYeBFvdaHi4RjotfNu5eyDjYSza5uIHd9cieTgyhmnCnPpO2KrLk2HTlpVvrHb3ax88XY2xG+EpDEW4WQBMdyv5/HS+3DEyCIdSSpM4P0lD2ppgyJuOC2s+fJJR9wlhnPghn9um4NBOmQzbdgKHT14/Ihyu03iioT541rNjBLR8BwHWJu0IaIVA2iGvZgz59ui8cJpY1w7eiasuu3VO4XOBKTvNNLKR2GJqtzItiSbfZKUdW4x2ixmpd3aCuWIL+IFwSNa/Q+Skl3t54fJtsSR/tlcTCu9WbWWYDfukXbV1wxVNrV0MmlyIE4bbEV1+rhqy6uzdeuMOpO/Hx79bywgs2cSeEW5Ooijo549hW/YQxTkHvQ8+lWjVDPv9oFAoTEWZC/IJ8Kvt5V7+bwEOke8gr74ME4/NJebxRPUMexbqiWmuxecNjTyDxHTMybGDsMFDcaRzHIls0proaXzek/+OTQNXHRD94S35XtvlReYUn5D1xm0nqoNl/2p/pGOq+qOa0H5G5j71LqmQs0TaeSsnxuFgCwTl5TLrQSaRnrpmScJp+4EyeXb6JPRW/0yDH6JumoQ/b8ixCPAHmpfb0WQENo0N6vOMQYfzsV9OiXTjYPODRdPl5LcsfNo73lqcrQRSrA1aYUJsvS/5SPFQrZg03+ZKWz3wz8AQJsPlrkartnbosr/AMJKbrl29J7n1feXFoPufkbI0b32YDpUxen6InDx3Vtu6pPhZ9NP8+HQOLgixbgfoPBoXBGFI7aVQ4snK/s9wvrl9w1iiLl0wRIVsmM9Bll8Obu7gbvhdPQifvvDAsUz9BPvtWHS1f1QEtEIgKjx1wFMdw59SemU765gYb1pgv1WpZceHNntjEloe3uqI3whrlwMPgevtkjYnoF/Psai0v9KbXK4HLiqe3rHQIh6SPlc1l3bVFteIR42YRnsiafSK0yAIaGfiY7apRIcLcT4BnuhcbMM/pry0IbF89L4pM3HyC5KFmlzuF0vAjb24Ws/LHLA0i/AzLvOR64h4WGbJ/TTCNSmHYwes6J9jtT7YhCSCX5bYHYS8TEc7M29nRJCYDhkYrpess4MZC7YSE6tKtV1e7FzDcrb6otgPfa28WFYVl2T6I692JpJb7XdR8fTLbax2KV4slWEEOwBFbgDTGBvwUMtMU7DXO8Kp/aZazfRs38o7jJdrYa7h5ZywG98hgJbFNMXBshfBa1yWnIwTurMh2RFBYjo0zTDonYMhe1LPdY77PdoXX1U5dhocsLjcdJUPu+M+7jXVuZ5UAhgY2nqZLzb5y8slt8pyG/9UeHL75Qopl09i94TDJMnPQSsNL1/hTIv2Vh7aDCV67xl/ZYCZHJd85OTgikxUDv5UjekG9/yZuAlY9fC1/8DXR3tUHgJaIVB52NYOyh9OtA8ICpYhtICVZVYscVLmrY74KT7GfLgna+qdJSkUiW5TOtFO9L5TlHdhbXWdsBGt2SHtqq1gg3w7r4m0VwtbJZZfKvLXtCVO9hmCSSRGnflrcBhmG0n1+b9Le6psQflVm3KvpPJr0txGlL31mW13WPiFzpZh7S4QVvk8W1pt2//+1d71Y7sla6mvDCbe3p4QNfaT+7HndqGMe18GsVX/ku9Bbc0749MWLEWZBktTQj9R2+VFxeeo+mLZT6NtNA+CxXvHO+SBgh5BHU5x90eO2HG8VFI98k1BJfGrCjlrdIadS2PtJ7Y9qqWJQRdaAaYvlSvdapxda+Vbxx9Lu22DDtdtjm4OUfep/hM8d/hA74qSZf7bgWJEBDoPW6txfZ3tPr0vzmh+z34Nbjn3e/T4NEnnkDXJbXypYe8eeEvBTSV8aKdBYonl/Gqy6VBNX1XYv1rL6HcvR5EXHJ5o451DtLoAZ9/9zQrvsZsiVh5i8otFIJX+2OkwQnzGkol1NYxvG8ag3xuKrdzcyF/+LuweGCrlcl0+hms8HNybxqBpem9YaYXCXpzzq9sYOUgGamYYrRComeWWulSXS1LGy+86v7/Pm4e9Q+NlAD+bQoPKg+n//Ej5uxfh9PyPwt69p6N1wYCSf08vfvlb5ORwA9SQB077kxI+SscunOxnw4tI9KjGpHnEVG3yV+hhM+6zgzosjdGzWoupxijcEBCxP+ow0XMC00yiSxo7oqf0pX7AQWZayi+JnJUd8dhnhrxl3AzV/Cb+ibJpjJ3F0ZnkodxmzCC2Fr14NJMIv6os92TLLwguDX5kf5ZjLBhLzP1ZDr+RY9CCMKptsHTS6vuRCO8+7nTb+w7R9cOcbkHeYsl1m0ybijFuUGI7R75Dxb3sbuyO+pukdcclxDYpu3tsnxiWb3ZZATCwEW1ObZcXFZIIRRD6iGcGyhDDb5d2RZYT7o8ktfhsCu+k+rFY8ilSlQ5+VSFn37+a6MmO4VyumE+sRGQ4yhMTrccmWxMIDDuW73aFxWTlr4OsiRfmCD+/xOXPX7GzAJJlm1O7Gd15Q/xD3Fgb1hq3MUhIL98mPS9Gd2InSLGYn0XgtP+STSHbddxtRC9ttl8DWw5+LYOeIbp8DCuuuSbsvmEE0dYTMoywvfWshScc2l4sXFPwRCGIYU+ZKuMBSZfgu/TXMIRb/IGzPANGjx5MCf7NrAAAQABJREFUSduKV+yvQs04/Hv4W2+RmPgR+klvHDFred6D9YjBOeGXCfhyMWLqmgJ+Ih2pwCWabO9dIXc6LAQ2FwrGUZ5NoPfnnwi4f/xzkvbtrPoMRcl1GRiu8XBwj22KpLI44wEy4v0sNTYDHcIHgfhbSx9C2rmGItD4SkykrbTn/xfR6LewzRUTq+xRRO1ck96zGnhnUl0RuBHxiqzuoKIMp5Esxb0zy73jxeO6c4Mdmt13F1oXtMT8e3rxy+hA9Mg9VpjPiX2MRiWqOUb0T+SzGL+iLzFoEV2YiIRVjmuAjWlwDePDL4dxWT3NvjZQhHQ+W2LihB7YNIjX7T9AGzhwU3YAh+P9xr6ajI0bS8a5ogcPB0nlv/HPfeE0I39Uqg6VXFzSUX4ulnG95r+OK47QUc9ZhrLC6NLOCiwbFtufdrCfiPLyoP7lIsjzLUS//715KCFb+5VHIMspIX5VWO7JlF88uPT7iwXQ52RcMQRybRVEBeT6Eblkx8bc7TwT4pRVtwqGY5S3DfXgINGS8TgL47f+ZRDFJ6Zc8wnJ4sEyrVdjmLaM80V6y5CWIixXLIFiaAAUdrYs+TC8/g9Eq8bZnsaNXSIVDEtGmrSoAPXMQQ8v8KNn/mnGd17BVgfkRaC252C4fS3l2G/Fpz8YGQrlbsazOANEmY2koj8SfON9JlOPFF4x5VOETQu/KpIzfu6AaXKIXsQvgGkvxiEIe88V0MWhqTcNrgR8ub/BLxU2zb2jnZOV8lOWx+foetEdlEJ5sHkxo4ZXyBVwK0SgR8FOdJvgXYQhRMkJjyj1DBqxiNke92EoMgld0xF083zIU4J4H4D/wEE42sbRHthRbEvz679HRaskrT/cEKlg2AtamaC1viDchNmRYfkcfrdZh79xLcWVDYWvQX96TtL9aXcoBQSewGf+MKQPaeaGXyd3M9YxUmaQhvMtYqORn/VoFk0DLIrQDD+JKm/1CJaHfJwuYnReO4MeQn7vhr7/P6EUSKnB+Qe9hJxBXvpgEs+HFBuyMZkHXzhJc6a0OmzYlTFhgMRW+N13vbApz1TwA7l4cSmGDBZhiFPMf4VS8fGlkG24c/lWh4XffSvTfWAP0eaPgIvHbz3KMIZYm4TK/22ECWIdoFySjm1b/aIdhg2H4GqTPgQC3UWgA9VuBOyr+Nz32eDap/4zGJvW27rnZiALed1fw9GZcYfrLhyFVrRr8oIia9PPZCG/O0xKP5Zp6PqaN2W/vHqlsfhdSc9xzw/y1nkMY09auLivXeJXbg27yj8up8WvFPTCUlz1FEHTOzsRrsqVT+iy7DSEJm6OCOpwsPGVcez4bmxipdHLX9BX82W5Oa6msuI63LZNsfNhpwnXwEl7OM0hcQ2lI2PWi4tGVDxcYcN8gvCrwnIX+CplbuPjLj8VH1deo+LC4ylXwpn0e/RwlkOnFyKvoVSuBbXTJNLZe7psX1TZUNPI7XHLNSrXmCudaRM87SfaEvUupdJP7PARV8dlPWL7YXjO2D7letVpXRU/yCLH5Bf4tVXrEq4t3FfhylVtlhfkzb73TMVBteMKS/d1aRwhvzYa5RazP/Jqe1yoR31NtB7FLZ9WKtLCL0E5i4VlVP9vGcuUZR0KeB3xBuVKOF5NM1GNcF+EbDYyGdvvKsDSfHmNnF21RRxcubdYXJOHuIddce1X5Wo2lcaVk+0QERb1WjY1jmrfqN6aWSqvAlSvZ+OE87KceVhZJNltE+m38sQxyUReMl1d0jtKHBF7+VAnXTVtph00dnmMQ9Qr49QmUtCN9dw2Iwpf8PQrB/VqP54+3HYZt4l17aDqH4HHQEVewH+HBzY8QWW5zvz1X+SfzFTwiwuX0tMMamtZZ6LYJ2yS6bbLPEp4ITN+5SepQaaFDGT6l7ca3rQ72lH0D4kIXwRR7RAUge+lT/WgOVVbBK7FKtjaqRHJY1NWk/EK1M6drrP8vvZX9Q2cj29l+0fQ4A7swWs83YM7QsUovinq+qD3idWcWGPwEdrfd3Od2/wFs/oNhM35vLyJ852//fAOfJKwMMKdjcomtu5poovR5noaqJafh645a5ynLxu3BHT/kwxo0iNMk/8XdvLbjRERIaDDuWdEDxhP+cVKo5d/89Zh/hcpOAs3tUhEXNWtVRfsXHnUlX5Fl3/NQGIbD5DRDvsk/cz5rt0DN17mFxLb3RPlV4XlHk/5qTmPBxceb/ga7NQYLCkss5aZ4ML6Y9X9gz85dwfwkFf1wwr9OG5zGLMeZD+G3R9WPVJlwxEyyouvXKNyPf0F+Ea2aza1bqjf9e033B+m1pF6igesfV5F+9bbcsvBseCvSP+fdJV2buOYrMMvz3LuPhpLhR+TEfEZRR2QFwsC5wNTvIlLiJ2cix1STh/zLZn+SLQfibafidYjj2yYTr7yaUVIC78E5SwWllH9mxHNmmujYlyNHUX48iuW6TjcoPWzZagcVCPR0rcZiBtP33fuDuAhG2cYVLA0si/uMx5n0CIJ1zYR7Uv8VwS295JPK3ndcNL/VvDtKZPrsF3Tg6i52ozALlbO1e6NR7q2j0EblLMA7kCTctCidnF7B1nimOTk4CeAAZ91RfjC8RJnOP7WbYpBm7IiseF+3YHPwU9xgYrHOKS+6KYhOomYnww0aBU2U3qZ3vcTNfLygFvD8w2HT9cbHa+BXsqOSRpeK9ON22JXxhq57V8QfRTpPTyD6NcdJV7HfJbCG7Q1aBpwF+axbsIW+UwFv7hwwQ6WCyOT4elyntrl+d6u4IqKoZMq1i5f+SroXRQwPJf4Xj+T8ReOJ0PIoXTVtkpEwOCag0qkr0nXJAT4Vt7Cb5HiH6DXbYk9VIGqvTOH/PvrA1+HFQeNzsKdN/jIyKPDcUaq5m8Vh3GV4X4kEpN1Gxf0FHzr68sFuL/mNaIVD3hnguNR+C/0gGfjxPPviF3UCgqNagxItS4/YF4CGeUnx9fDTO74UVwrh+3GFzT1xt7tumcr7pMvITr3aqIOHqMnd3i+MS5RflVV7omUX9y4AKjSA0Q7cokevcOa+D4LjcBfIhB0OJiYoG1Ipn1xEAz6gnIsLoS8WMPDRs3RLkFmUnqhcxn2YO4j+voQ9g6jzv8feNUHjx+hjWgZZVYhslDr5OU40W/Q/i9FBvFZAPsUiiIOfwXqbhPgEqRrSUV/JPCN95lIPYqXhxo+XfzSLWczoUQTZ4tg6sy2vEhGB4wJYpiKE4zyvzBoziM4c/SLcOCTGKlG7TlRBfcUhoce51yEZj6KfjgG+7i9+VeW30LkuWmE2W6zFhDzqIkNh43nn3+K8C80n0fRvBw5geYWw7Qrf4Qv4TBUi2ksbPhMvBzpPBP4BO02Y9KOFoA3ixg6nUQTzG+SOy8ALkd246o7/OqdR9S5fTTi3n6fz2TU1jpvYgu+TejgJwf4dGJPoWFuZ0+LvCTJL1lcvNGqJq5FG4ke/Dm0XFZ6er+Gz5Z9xtTVJMm1MRlaIVAbS1XnKQUIoCfLeovYrXdiFcujZ9+M75xu+KPJh83KwxkD16aApyahEahhCHyKFfj2w8xEs4nYUfTnXweb7NWwbOrkxouAohDoNhOnxA2Il4AOXysQQD/6H7fiHI0NMjfYMcOG9CSjzZUxZ6UntoWoSYfwRtZuk4neQFPTNIgySXLTtjqFAKPpPQ0asgyZxgr+cSgkm9Sp/NegzB6BhuufO7CjDmPpZ1bIhHeajJ2Gw8nQ9VxikiabVgikCWjNpqYhgAFtF6xw5UATPwQjkTtvJqMlVhaPF+OumVlEI161MpRJ7PCH/p8x1LRs6/RqBOJCoAID/l8qA35sBx/anYxW2IFx94MY8Hso0+KirwPXTAS0QqBmllslpZofxnv7UBdxuavIkLu87TAr/o7Nd7/CXehjlIPz4NsHZH50KVaP74ZO/odEP7uZaMsHdjRtqQMI8H3NFcWMns8yqENnfOV3PnY+fEu0aDzOK+XKAJj+WUSv9CG6oxfOhV0YdtP/VYuAYz/6sx0xjv6HI0FsygdkDO3icNMv6UNA62DSh7XmVEMRMKaNwPfD3olnK9/QygBvaLRrnUAAXcjT0O6fjZHXiHeRY9xAMPVzM+fs+nvJ0AqBOiEFnpk8Zrnu/rent3asQwjcNgQztvuI1qwiehu/l7Nw5shlkeeNeEDya3yrv7oplAIjwlqDbGxKyka4CdeHFQIeUbRTHUCg7GtGIy2ZiMhuP9w4gS5Jm2qMwGUdkDh0En2g9bvjVmJ33IKxtJ6SVmWJ6R0CVYm+5l29EeDfsL6PSc6KtUQff4a5jvUxY4++WO3oRazX7boBq94lqFOXTgSKcrFUh3Ma9uCcBuwUpvsxCWjlPj4rnQnSvKoOAewcWf4KPgbGmQpXdyW6q33VJUVzrhUI8B3Gmz/BLuN9+I7+JFHmg9glEOQomFqRe50JNwL8Kr4Huhm0HfrnsAoaMoHPBDA0o0ehDGjqjqDfNQIagagIaIVAVHi0p0ZAI6AR0AhoBDQCGgGNgEZAI6AR0AhoBGonAuHTWmpn3nSuNAIaAY2ARkAjoBHQCGgENAIaAY2ARkAjoBHwQUArBHyA0c4aAY2ARkAjoBHQCGgENAIaAY2ARkAjoBGozQhohUBtLl2dN42ARkAjoBHQCGgENAIaAY2ARkAjoBHQCPggoBUCPsBoZ42ARkAjoBHQCGgENAIaAY2ARkAjoBHQCNRmBLRCoDaXrs6bRkAjoBHQCGgENAIaAY2ARkAjoBHQCGgEfBDQCgEfYLSzRqDGIlBSTKyktMYmXydcI+CJgJZrT1i0Yw1HQMt19SzACtydWlxMVIorNKuRKcWtrkX4aVPzETgC8So+UvPzUSNyUIExcTEqTln1qs/VCTt97WB1Kg2dlvgQwECKvkPlrt+I6IJzfeIeJxp4PdHH33f6h24ltvV5Mho6nWv82/9OJbp+mJkNtvJLMm6/OPVZWoL75e+aTqx/Nhmv9E49fU2xmiOAOvXB34nWbCU6iUHzd98R3XAnsft+TUa9Skp6OuT69A6in1xDlHctse0byWjXOM7MoC3a9j7RivVEBw4TnXEGUaNmRFdcTdThRqJ2F8RJTwdPLwJarr3xrmNyvWcT0awXiCZkh+HoOJNowwBPaPLWEq3Gr/gkmkH8Lr+BqG8/ogsrqR08ujlETW8Ir+ONXE008deeyUrOsYLRf/zYoGe+AAy5RA+3jZ9c0TaipSuIvsAQ7QwMzxrh1+JKNK8diDonQC/+FFT/GDuzGWX0NcyEzs0n6pdR/dNcmSksQD1aBJnZj3rEZaYpusvLryK66ZdEraJ1xWieig8QlSNxzS4kauJX92Z2JRq0MpyFPqOJPTaIjBsuqcws1TjaftDVuIzoBFchAhUY/G5E70H1if3shjRNsouIzmtlZRoD+IN5ZHjqBNBabCwg+tyNT+twC1LbFAIH98qM5n5FFEQhEG/5Hdpt8jAK9C4ECXYV2uItv2SSWrodPfSPMWl2EXn5ZTIexkh4/2sYDbuUb66gCb0mItfxMjoJxYaZLzQW5Wg34jGlGNHdh4n/Up9IGS8Q5f/JxzPNzumUlzRnLWF2Wq69oatLcl2BWcXYQUTPYFYSy5xg9PgNBk3hwx7VQHcw8iGidZgId/6h6pEa+/FvwhNITu1jTNapMhQC0PF+YeXrOJ9lxWOAy1OY5D6xzCfStUSH0cY29fFOqzOa+G3Q/fwfmF72U3RbaR4LlpfK3O4/Ju11znYECqg7oYDK8c75BJTRqOu9/Sqw4D+2C6qsJa8TsEYxqr13WIdr9gQy8KPuTxGbNQpzBz0V5vjoTwYcUqJfEkKgbCd6v8743Uj02dGESMQdae8GJcrnZGz8l/KuWpsRvY1JTC5++ZjIZg1WPWuf/WqoU02TCWUAVPJBTNzld2YQqjpMuhCIu/wSTRgUf/cpyoDuw4heeoloAOq+aeYRXfRHYspAJ1FOEfESkesIIjEc6sfw9/U+TvR7VRnQk2jeYqJl+E0aT5TpG7FqPNImL1WTvfi5arn2xqwOyXUFxgbtL1KUAZi5zl6NhQZg4LE74GVMem1lQA80gzOInhwoUfwFVjdzT8j3VNlaoJlB62KaAbeliqqLDuZGTVxOQV/nD3IqA6ZmoRlcSjRjMnZOZIapVJupV1mI/tIJw1b85mJ4mG5zDjajQcrMv59flm7u1YRfSYh+00wqA9qgDi1dRbR4DtEYpT55pXbbYkb1z5PKAB4mqk5nIATx8H6iVbMlueX/RcZ5v8KOvtPSrS7bmDYagWQRKPuEMSLzF9pyJFlqweLPuNfmafK+NztYvIJXrXg9Weh4sCi1PlS85Sew7ziz1kNTIzIYb/klmqkPxso61/s1JxUhE2gHQuM+cvrVlLdEcdwzV+LSbSYLeeX3ZLmXa9W4JZrPqklt5XPVcu2NcZ2R65OMDQyPX8yxRO/pUccGJWtCYrjDqB9jhxX0Ns+Qflc9qXjUJOvJEOtnwTFla/CEl+2SeacejO33iHoSUFcbk2A+q036a0FCZmbKrnNwVmSGTqJyHXbLDMptmFJdramHWSeDy+u3jE3uKpnT4yxUjbroSCTS46J3CNRlbVCNzftBogULnKlf8GawlcnyU854+k0joBEIgABWymZhtds0PYnNfMAZZ+A0eyXcGDeXGLZj1h3T2M4qe/oBkpt6bWcsXVSbdTElUdpKpOXaXwrqiFx/OJFopoVCN1iyHyMjyhL5u3NkDd+IDVJNFQCvw6rms5lhh51PYFNinWoHrRVvZP/F/8YWfAUXYW0YdQlXhNLPuoDAqQJGA3PCOe2EocW0PpG5bojK1dQtM6hTn1lBOw8lKiwGncioMVyaEQ3Hp0HTcK6AaZ4n+p9/xIhT+731KKX2l3F8OSzJJ3p3GdH2r8Px+KFYl1yMAW0ZsRY34ZA6jxNh6il7bflpIJVtvtpClONmgu1Anx7C/q/mbo/UvJcWES3HXqZPdobpcVxanEt0Fl6bXUfUo30knyO7iV79K9Ebayy/c4ndfCcZf3qQqLXPiCMPPP4BXs1B8y7Q5HyzX4cC5EOiQ/hgqjlo9HyCjKFdJD9+GksOPploACWpMKcaEOt1DxlNA1TxZMvPzOcsopWbkEboa2++g4xhg4haKnncgzS+v4vYFb8i42a4jxkGPLcj7HCi5/gkCvkc/hgOqtsr3dxJL87FJx/zwWe5yYdjQWdi2HFNO8TpAboZIvepeSbKL13lLnKZbPkJOtGeR9EFY/snN2zkUI8BM/bu/Rnll/MCQmBQveM5HKLX2AxPm3nd/IpYy0y0Hx5l5OefrFxz7hVQHs6bg8+GUK/2Qji5zFyAT2muu5GoIz6v6XBJOI1B/s26+Y3ZFlKzm1Dn24ZjlX9rxzZ2gl+7i+33QJbaKC8i44m0ZyIuf26D7MxchA+mrSHgpTgMdgzkL9ZhUEHLXcs1zs3gfU4dlWv+qcAvx1sSB0XnGwO8FXpCJo+E6PWs8DpaxmicpWo1ccKbEPueYYyG5xim08Z8ojZWM/HVZmyHhhg3aUnU6zYid/fm538EE6c31xnUsIHkUnaK6Of3oKlpKt2i2nBQ4AdzDZr9DoZ2e9EMYph05kVo/n4GPW5HNIcYajSMSkB6luQxWvJxOD2sGb4iwycTZl4q5FFNBTsR3sq3jBnDhm/Js1816JU3wt07D93uFpwJ/UcM61p7xz2KtCxAWhqcg3TchXTgDIPlWQa9uQD55M098nnFb4mmD/bIn1IADc7wpp8qV68yFLRxZAP9rh9RtM/YyzD0e/9dnOW7PRzLPKQRcnQWZKL++VKe8lajKn+NoeAPiHpjgu1XpiI9/NuQXgjnFqOg/EQe1OfyZzG8Qxmegy7y1ecw1I2oI+HQOQgjzOTHhS3AE5m6fxoUb/h2pgMwIACILCdmBuPzgbdbmPMJY9QgYv0+I6MyzkBKLHXpj5WejQiaS/VHAPtlZgxRttB47MnJeEFmoxwbwua8xNhs7POZMdKOF3p0MmNZs+Fu/V56iYW2lMh4qbAtHmzxw36jVfMk78Hvxaae9zcrfByfDCybYPNg6v4kYVdxESnYOit6nLl5IqTzOe2mcLyurzGW/443jU5KOfDYk1t7hgttjPL5RjLlJ7aH88808hd68mZ0LfYMVsi8iXx1H83YsKucceZ9wFhfp7yFFu6Rcblt8xRnHIG9eHqVgZNCfG+J8ktXuSdTfvEhEQ69TeIfWlPsTaH4XbuMQi8q8i3K3q+M/PwTkWs1ZX71R8gMZTq3BkfbSr9e5p+3AaE1X0pOR9bZ+eZyH1rng4+MIW21VV5EDkXZxtOemXGxpdPdTtjlBvynbBAcIp/xlLuWa0V266BcK5+LhOYWRMqSy6V062l7CDB2rctTvB4IMRxzbIbrPUM4MrZtmrWlHl2j+pmBCOHnv22SshVf6SYnbBIxoz9L80MMqg473Uo1st02lio0omylL97gTMtEFYPDp1kXhc+LUaqows20lmyVmHmlz2s7OY9oY4ZPFAqRT5W/TSdTwbs8xJbNwdCV/1A2opzaDMSwFUNZ093yWxrH5xJISlTjV4YijQ78XZQ2I50inOdTkafVo2X5zN3lIqS8qlv13Z92xMNPIWlaHZ+NQBbuneMOId+no1zM/OCzG/dXATJUAFsUeQ0Qm7E8OVYPTfwoUJTaGghFpo1GAAhkPeJodUKjpjO2bCkm+xMZy4SY8JqL72NtU/qxI3y0Fis0drMdLXnLMWb3bhnPghwGjm2t9NHA2N8BxasQ2OBUBoSGQOHBcZkzTeLi/pa+6G0HNqGpyxjbvYOxxVOd7l4TKzHZdrT8mWHFy4DO4fhuflsXMTYeHyxOmsTYk4/aPKKe55BM+fml8aU5jA3tJPmr35K741yLPDnyiDK89hrbLTRlmyIqhba7qWiYhJ47dztjWzeiLKAQ4jzd37QrseO3JsgvneWeTPnFDwg6TaFIw6TB75yQss/scnKUnyh7tf1Q0+Dnn4hcC7rushiC9mzTFsjMerR1qLvmCDkzmEJgrasNiMj/Mec3yJDr0KhsJ22RLvXpTmNlthPplheRT1G2jrqOus8VyX7tGY87rastS+zqYSy0KZex9WjnFDqh7eosxmLoxjRWuWu5tjGNrNe1Xa4xDbHPDujHQgFmJaW5UiHg+72yMkHphqZGmDxxvgAmr8eFo/L08+eT5fHj0b1j6DEZT1EFfPkrNCsKnRPt7kMZWwNFQi4mu8t4FURaOD3HhFRJv8qjSD07AXFmeUyYswfICSmny/X/uzyqqZJExtMo8sSfjwKzXExm1y9ypn2kqnywCNiYIZ5KY9IcYIVJvumWqeBdetpWAqjhveypPAPiCC9DYMHLUPzGYCIs+G7xwaggy4lNH9BYtBRdGJQEfZEvM74iTyqWGQjrZcqgOBF8R652hoiXnzM2YyptzqOjIv+OsKVSSdV1JvcJscUImwnlhkgbz+vGQkcs7xcfefUO7OWKOYStMRvjfQaQV7Ra6IYi06bOI1CyRtZCwsr5DlfrNOfesL86ES1HTfWYhLLuw8ITUz455T+EiWvFLFZhHJGKiNAUS9GgDB5Dfi2roGsPAAPsEFAmOObK38YDgkr46YUL13XagwxMDNyrhcUq1h6Nj3sA3e0FOVAR/PwmVjxVFcqkLGLioiQ/mfKLlkZ2TK72qzsZHHGguOFJUd34oN90u8OUNceEsvQTWz5Dvd5TMlFJ1oT4pbnckym/RGCzFWNYAd9X4U1BXWFXFTqinNX2Q6UQy5+HDSrXJl3IoN3Bow6qq/k233KGE8TtN9Oipl+0I6vG2bJntgHbjzjj2G9YZ1F4hkc1GN34LjPVcnkRuIiyFaO8IO3ZnoUScx5e0OJPtf0fvEz1gT2BctdyDaxRp+uiXCv9e6j/Epcseb+WKCvk7xR5h2HKBMVTIZCpTFAVEvbk1sffDIoV7n4Urh7qZF0h47C+Zk34efXz29Fw+KAjCpZrI3nsWSUnkZzWXOjnvE2IzVR4imo/can/KvASRYkw0bWroBy7LdRmdZ+LqY2ZhQk/zHCfpdgpmG0pb5QJMwN+c6BUGY+Juapc4fHERJ0/uQJmtistLtZJv1bkS0xFd+MgetCpvFia7/Bldv4ynfKU3Vc2nxsPO+Pwt+VDJd9d6AZtkyA/Oz63QHbGyHUdtjJAHRk3xzFkthUCQnaibQYzeXvIq+kez5+yIBraURZPzFoVFtVImzqPwOSb7BbEc0ItBnV+A3p1sF7ZlUnd4idWiArmyvTH2vITj0Jg8cM2XbZU2SIsBMYLF2VSwfxuPhATe7R4EasygiZvDds85RwMi+23fluveboU/hG0Rbrdz3jLT01jp8nONHLaIn+q4kKJE1ppbalW3daVhFNluTkUAsrAjXGF1RpXz+jOT7LvifBTcE97ucdbfongs2qEVReirKQpGDjKT5SzX/sRy5+nV6UdTdHFwyqno4ciJo08gI9ReXClqJ1nPtrEpMmtKI0ggwnpnJGyzRAjGq7sOqiOvBBR4VUr5UVgI8o2nvZMiRPa5aF8EgpgVeHI+SVS7nYZa7kWRRb5rKVyrdRBR3sVCYDtUqRMjLdbE0/bU1iUCUrKFQIK7VgKAXX7dhvsDHC1QCK1kU+Fxyx0tWqeeTVeGKD7XT87shlEE8o2eigf7Al/P2+lgT3xBW93nh0KAdDfp+QmL8YnGlw5IJQrLwbIk0I6JVZ1t4mXQmDzZDlxf9FjN4ad90ynQkD9rOXeOa6kKpP+3thloJpE+ak0hP04us+T0QROkTHRTfLnPChhDkBG1mP3iuq+xi03ghF/KrTc8qEGi2pXPxuINb6ISqhme4ZPR0n/0QWaY7VBAIe5zbVO1+z6GhkdfE4AiZbeinLp+91JaU+5DafWLF9gUcUpJFdbab2qk83JGLWS0JKkwBzHYSM4cMQ0Y4j1CHhQ2Df7bd6sf6Ztd1hu7Op49X7B123LhjsPOHroTVxujFNlVvTyjpKoa8Lll0k0/3FnGnkacOCRaY5aT8djDNHtP3S44Aia6IdBNriGaJiIspSMW9rg7KYuOCF2CVHREeGRumci/Kqy3BMuvzggu6ilFXge0b4TcUSsgqDHDkmm90NOEjDGH7pDTidbMXF60a4tZLSJ1TaeSfTgRBxcvwsi3U1y3TEFdx0/REwV1douLzL3li1oe4Y2fuendmxj7HDUfVR+8eOHkQ7B6VrcbFjjvFkmkXLXcq3lmstSW5zMFsC0uFCOLrYUBohQhUHKj8u0Drgv8hDDIEl75Pc4G/j28AGJPPxKNG13Z8SO2ekhTOdKGWWNlmmgz4luxNmzm5R28PQ3RHsscmMRp6EH6VY3Sv4e3rbTwreJWtlvRBkP45aHXPzg3lRxt61oaoQ59Z2wVZcno6WvW/nGoY392gdPV+P2Bj2FIRM3C4DpbiWfn843eDGYZhAOpZQmcX6ShrQ1QVcZ78U6W0qJ+nbEmb/nEnXCQYfYuGwTXLbRtlaO5TsIojakFQJ1XQhOlOCU4TAIrGsHbzSU0229A6TJ9dQXRFP48bXobEZ2J8M+JbYl0WQcaWqaZ9ACihmp5ZTQA0eXHghHZP07RE56uZcXLt8WS25n4whXL9OqrXTdsE/aVVs3XH3U2sWgyYUYuLQjuhwtZnUw3XrjbqHvx5eSbi0jsGQTe0a4OYmioJ8/RjRjiOKcQzT0LowAmuG0dygUClNR5oJ8Avxqe7mX/1uAQ+Q7eFJuG5GhY9tcYh47QowQZ6GemOZaHHXcKEZgH++cHNuDDR6Ko5LjSGST1kRPL8dIFEd622Ye0R/est+otsuLzGnYFrg9w+i1qdK+ZU8hmjpV/ibAbhu0CapJpNy1XKsIRrfXYrk2DgdbyCgvlxAFmUQelcFj234gJ0CxA8cOUf9Mg9ACmubS5rHDe4bIUVyHQkeKpi2waWxQn2cMOpyPfX1KpBsHmwfDmy4nv2X2BLXF2UogxdqgFSbE1vuSjxQP1YpJ822utNUD/wwMtTJc7mq0ams/QfQFhrvcdO2KmynCVsd/fV95Mej+Z6QszVtvRStj9PyQsJKB35DRWdWSJMXPkaxgL2jmMf+3zdi1uDEASgTVNL9ZXuG5rVD1qQR7/QTHCZWQlKokqRUCVYl+deCtjuFPKb2dnTZMjDeJVXnbsWosOz60+RqTuhB1UX4jrF0OPASut0vanIDeOsei0v5Kb3K5HrioeHrHQkt4SPpc5dNTxzWSkOTSakskjV5xGgQB7UzcPzSV6HAhrr/DU9Gp0PIJRJc2JJaPXi1lJk5+QbJQk8v9Ygm4sRdX63mZA5ZmEX7GZT5yHREPI4PcTyNck3I4dsCK/jlW64MN9CP4ZYndQcjLdLQz83ZGBInpkIFhcMk6O5ixYCsxZNc0tV1e7FxbFq967w5jvkPxtFWM+gdCqbIbvx0+v9fJcV98IuWu5dqzFKI61ha5VoY77IBLueQDQOOLMeyw/ApwfZ+XObUfzYXl0b6VVwhvt8Jcw9sjQVe+QwAtoGmKg2UvgtO4LDkZJ3S7Q7IjgsR0aJph0DsHQ/aknoOz36Md9FXpY6eBaNFvusqHHTZ01ipTTyoBDAzBvcwXm/zl5ZJbZbmNfyo8+f5yhZTLJ7F7wmGS5OegFeQFk/+fWrsYePDWl3hFMuhcDMO4OTv8qMT/H1Qi7ZpDWisEak5ZVU1KP5xoXisenDlalsoyK5Y4KefkYNJu/RQfYz7ckjX1zpIUikR3JJ1oJ3q1Kcq7sLa6TtiI1mAg62UKNkjX87x0v9I7/bZKLL9UZKZpS6I+QzCJxGgufw32mLWRVJ//u7SnyhaUX7Up90oqvyZygs/e+swbXX5RsmVYuwuEVT69evX//au960cGTNJWX+nc396eEDH2k/uxl3WhjHtfBrFV/5LvQW3NO+PTFizxmAZLPkI/UdvlJSg+EeEwAvylwAs7wVpfjiU+1HHPn2sUmUi5a7muu3LdSF4+b6z9JEISPR2aGHSh5TF9qVzpVsPuwmqnMB1/LGzK05rkKC50dHOIuk/1n+CpYQPbFaXj/LcDx3IEPA9b1XF9ne02vS/R+Pfs1+CWc79Hj0+TdA5Zk9zGlxr27oG3FNxUwod2GiSWgs5XNg+pYeqa/au1jH73chR5aWhIvHOIVhcQLf2bFb5H5G6KWPjF5BeLQIS/QT/7lZSHfwsFkSMco38uCzscdbhXwsuGlRZR7Kk5v7qNySshvz4ktULAB5g646xoyY2X33V+f5+HSe8vx8eGQqFB5Z41OzaNmCGKiJ74KByq9/TwihH/nl788rfIyeGGmdjufzomRVI6zIjADS8i0VMZk+YRU7W0X6HnyrgvIorp0Bg9lrWYaox6wfmNqxngMNFzAtNMokugKq0sUz/g5DAt5ZdEJsuOOPeXmaSQt4ybofLeRJQZpm3sLI7OJA/lNmMGsbXoHaOZRPhVZbknW35BcGnwI/uzHGPBWGLuz3JOoS4OsnbMtHkKn3J8PxLh3a5lnL3vEF0/LDJcLJdYct0m06ZgjBuU2M6R77Ch8bK7sTvqb5LWHZcQ23TIfg9s+WaXFRQDDdHm1HZ5CQyOR8Arr7Ec0Y6/8qlHAMupzNXXJFLuWq7JqKty/f2riZ7sGBamFfOJlfiLmu2DidZjk62JDIZHy3fbPmELtmX/dZA18cLc4ucunZUZaC+RKrmndjO684b4h+KxNtY1bmMQ9tiYZsNYdJUxuj0rqONhfhbR2qCSTSHbfdxtRC9ttl8DWw5+LYOeIYYmGP5cY1X3DSOwOeiEDCNsbz1r4QmHthcL1xQ8UQhi23qZ2ocGJF2Sx+g1NFGLP3CWZ8Do0YMpaVvxiv31qhnnBPjeeovExI/QT3rjKFzL8x7oVAfnhF8mjJG7D+y4KeAnaAXFpcPvRAwc17Vc2oXtxDZGz1gvN4uMCE+fZ6w64R2tSJ5Lk/EAGfF+ButNtGa61uwzEXXqk0cAJwj3xfGe1pGeoVG4fucgrtfLGmm7CT/W9TVvdhVfKGFx+WuhdZ1X+Unc+/0OYxPd10N5k4nqqt4kIE6pd0dQbyBYuMftG363bxnIxFVLyOcB/AqLcAq4lWY7Fo5IHXOlzFdvXJbKcVk1VbpZmDH36en2ydXAtTOuFjwIHLg5iavJhnay44fGfWg6O/7ECdtumo5AUV6Uk5PZItwNxNOM/LHjUY58jbf8YqXRyz+Km+OEZyucw23blDBms3F3USGOm7WzAsv6WRLPwVGuJCxaaIfj8hxaY9104AVlovyqqtzjLT81z/HgUvy2giGujhQn55dDrtU2ZG6BysF5p/wiHJd88hvGFo9TaFntTzSZj1euFw920ufX//Fjj0+inhfuAP+XWOjR6SxkyxKSrPBw3NDhvnrQfdvA4hEmLZaPeqbS4y/wE+1nxNVmtV1euBR41XundHi8QZ7aWjLB21h+/5fVhJrll7uesWFXMeZ120oi5a7lGjLqcYtGXZDrbX+T9dOrP/aQTn4Vnuj6+dM+OR+n1s/sa5Nj92Y5I28Tp94jzqhF6JJxOvqmRU5aJt1M56nxDirKieqDQeMgusPCQjxdN0WLOHtc9Pn1f4dRl/jQ7CDirYX/AAzZ9qntlsJDPbXdfdvA3HzBJfzkvH4BWuvg7j5hPk9NB8KAvW2KVykYIO9bxInySEe2ckXeVU/aUWyL30n7doBoFpSXckM0WyeuyAMWhegu+NWE7lGhIFdRqKSZGBu5VvgEf8a6ZUC9PrDz6PDQx336vikv6rWKLvbLlSsdhcyidfU0qeAXFy7AfxiwE+kat1om6/gu53WTjusREewAZLcQQ7gD/JcfYl0sOrxemXUC7rxeRBv22tyUfjg0yzV2sQPVDQtg1KbOI2BPkq1aJWoonqH+uJtkWm+r1mISoLbkKnAz7pA1W4lv1navgZsaN4jdpo+JvMfdqiaJ0o9lGvyUF3559Upj8buSnjtPmOizJy1cIiYyULLwAas7jvrOrxT0wjKhAbQCoDKpUfmHJm5WAnlYbXwjZSBi4B0rjV7+gr6KleXmmPxbcR1uYoKu4sfvMHK8Q1bFNZQe2WMuGlHxcIUN8wnCrwrLXeDrwsRMu5dsC4xceY2KC4+jXFFq0u6B0YjKE1fBOe6N53EUZZ4jLI/Xe7psX1TZ4PFUE7dco3KpCj01jbYdbYk64iv9xM6LQyHA06HcU8woEyPoMpk6cQ2eoMsx+QV+6qSWT7j2ua/QqwPy4tUWSOT8bdHaXoGzp1wnUO48FVquIft1Ua6/ZSxT9nlB7yDfoFwJx8UxE9Ud92jI5g1QuidepZi4CNGNeOLKvcVCYYC4h/1qBibJ4qo8lcaVmLz6meWjo/C10rxRVSiUysmYqhDg9POynLTUe+ZVhYfAJBN5yXR1ne+IibeS4OXKxF/Nl20HjV0e46WkFALgv22GMz82P44LePqVg3q1H4+D25fjNrEUAqq/I108bVCq2PKC9x0e2PAEleU689cfE2Y/kwp+8eJyZNNpZ53IhLzgp+Y34srF0tO2AkAN52WfsMkvt5a7Y1yBq2fV8UCMqLXRG6KkjUYACKyNXPkOTbFUdvakAXfA+1YYDG6n9XfWZKuGhiZ+kCTEoC1WIP0m+iYHJRw97j3hLnjVM42+ux9yF0aED43KDk965twb9vOcyEDNnDUuIi5v6ULjlrhWEhV4xMQjaj6V8G6ro4FD9RZlMCvPHdL1Hkf5xUqjl79Yubs3W/K13EIvbpNuVlyH2+HPGBv9qJ0XkSf7eQ0UVRuxEyKacU0wQutK/EMnxa+Kyp3FUX5qzuPBxYyHkcecwZ5lwZWHjhV3lc+yyLpg1gMeRtQjVTbUuNyekFyjLJZFtmu23HSb7GwjTsqdTiGvi6FtxSjqlToZXf+iJx42n+58ecev4azl8uLVFrjL1u/9ABS8fdt4Y9tnNAtt8avzcZa7yV/LtSmvdVGu98xVZAx9id8s0CWn62cr0WRXy9pgsuZYcVfiFSx1TtB499xnfHjiWTDbmhxBOeDXWqh3rltdu1ls985RmHhYt4JvTyWNatxrergm21A6iJXziMkYaG8QigtOD5Nm7PcyTcmGyLypfAh87FV4K4762ORSNoi43YGP2Iymhuf2AhEHtH0xc0dyva+a5l2OvTHJ95lnM/cukYnYxBSvUfFyKGQUQkVrQk5FEzB/FOnlIqpOvv3ic1LTgI3AcrtfhiyeyfJLBJc9q/zlhm9yjTA+SjGRR/U5yyu+TRCSq1YKv13FdvjabzF4Fmvmxw461SlHoAynhxd+C7I4lOvClvjQSHzoFQcn/v31AXwsxr/JanQWUQscLtYwjvjVMWgFvvvfvR8p+38KLvjoaiAOC3gZH+Z1fY1oxQPeKed4FP4LWOBEtePfEbuoFRlNqzEg1br8gHkJZJSfHF8PH2Mfx1Ez5+CjwguaemPvdt2zFffJ40PRc/HtaAevjzvdEZLgV1Xlnkj5xY0LcCo9QLQjl+jRO6xrS59FP/wXN4DOdxMTtA3JtC9OigHfUI7FhZAX60PRRjggsQVkJt6LkqNywyEjRfuIvj5EdAR1/v/Aqz54/AhtRMsAJ2HVdnmJil0MzxJ84/ktypCfv1CvEcruvIBll0C5a7l2FUYdkeuZveUZKDg8iG15kYwOHgejutCpOMEo/wuD5jyCs1G/CHuexIg6ag8PSPcUhodI51yE7gjf0afLlOCYnW+to1waoSo1a4FhXtTExp8yXl3/hWb+KJrBIzgTgGE4eeWPiNphSBnTWNgQ0laOdJ4JfIJ27zFpRwvAxRxDvJO8mQHv8wLgcmQ30af41UNz1Ll9NOLefp/PZNTWOm9iCw4zcF+7Z8fCuRR7Cg1zSJ0WeUmSX0K4AP+87Rgqf0P073/jVgEM667rkNgUxMYtmqVoI9GDP5c3ifV+jSjbZwwfjU4t89MKgVpWoDo7qUIALVTWW8RuvZOMcz16zM0vEt3wR5MZm5VHxsMBTz1JVfI0HY1AdUDg06lE7YeZKWETV5Px519jhFQdEqbToBFIAgEt10mAVxOjor//j1uJntkgE999NLEhPcloc2XMWemJbSFq0iF8MGC3yURvoElsqttBiaW2uRBgNL2nQUOWwRmn/h9f6nHQnyuGfk0SgSPQVP1zB9EyjN2fWSGJdZpM7IPhZOj6SlohIMVC2zQCCgJQT3c5y9QgsiHo4e+8mYyWWFk8DhX76llEI161wmYSO/whVv2VqNqqEagzCFRgIP1LZSCNL2mHdiejFXZg3P0gBtIeyrQ6g43OaM1FQMt1zS27JFK+ehrR7UNdBOTuJ8NweeF1xd+xSfBXRO+NYXTbBBmgD8j86FKsHuOykht+SPSzm4m24ER6beoOAnz/dUUxo+ezDOrQGZfvnI+dD9iEu2g8Ls3iygCY/lm4TKUP0R29iFYtDLvp/9Qg4Nj//mxHjNv/4SDMpnxAxtAuDre6/KIVAnW59HXeoyAgFQJRAhFb+SUZt2N/kzYagTqLAOrKsxjRjHjXgQDbeISMG852uOkXjUDNQUDLdc0pqxSmlH8iuGYV7kLD7+UsYv2XkPHKnSaDaAoBHuC9Z6EUGCGVAtxtwiaiUddrhQDHoq4ZPiFVd49E5L8f0eG52E0CD60QiEAnaQeHQmDJEKK7oJHrA+3dHbcSu+MWLOTpbQEqyFohoKKh7RoBFQF+psL7mOSsWEv08WdEn1sfCfboi1WEXsR63a4bFBUvba/bCBTlYgkM5zTswTkN2IFL96MDbtWgbmOic1/zEdByXfPLMI054DuTN3+C3cn78B39SaLMB7FLABumtKmbCJwuYvRAN4O2f44hpAVBJj4TwBCSHoUeXW8urZtyUR1zrRUC1bFUdJo0AhoBjYBGQCOgEdAIaAQ0AhoBjYBGQCNQyQiET0GpZCaavEZAI6AR0AhoBDQCGgGNgEZAI6AR0AhoBDQC1QsBrRCoXuWhU6MR0AhoBDQCGgGNgEZAI6AR0AhoBDQCGoG0IKAVAmmBWTPRCGgENAIaAY2ARkAjoBHQCGgENAIaAY1A9UJAKwSqV3no1GgENAIaAY2ARkAjoBHQCGgENAIaAY2ARiAtCGiFQFpg1kw0AhoBjYBGQCOgEdAIaAQ0AhoBjYBGQCNQvRDQCoHqVR46NRqB5BEoKSZWUpo8HU1BI1CdENByXZ1KQ6clVQhouU4VkqmlU4G7U4uLiUorUks3SWqluNW1CD9taj4CRyBexUdqfj5qRA4qMCYu5lciV6/6XJ2w09cOVqfS0GmJDwEMpOg7VO76jYguONcn7nGigdcTffx9p3/oVmJbnyejodO5xr/971Si64eZ2WArvyTj9otTn6UluF/+runE+meT8Urv1NPXFKs5AqhTH/ydaM1WopMYNH/3HdENdxK779dk1KukpKdDrk/vIPrJNUR51xLbvpGMdo3jzAzaom3vE61YT3TgMNEZZxA1akZ0xdVEHW4kandBnPR08PQioOXaG+86Jtd7NhHNeoFoQnYYjo4ziTYM8IQmby3RavyKT6IZxO/yG4j69iO6sJLawaObQ9T0hvA63sjVRBN/7Zms5BwrGP3Hjw165gvAkEv0cNv4yRVtI1q6gugLDNHOwPCsEX4trkTz2oGocwL04k9B9Y+xM5tRRl/DTOjcfKJ+GdU/zZWZwgLUo0WQmf2oR1xmmqK7vPwqopt+SdTK1RWX7Cba+hm6anTZXKHC694Z6Gq73EF0a0ciz2H9zK5Eg1aGs9BnNLHHBpFxwyWVmaUaR7uSmq0ah4NOcDIIVGDwuxG9B9Un9rMb0jTJLiI6r5WVagzgD+aR4akTwGBmYwHR5+4MtiYqh5tny+EOW4PeD+6Vic39iiiIQiDe8juE1hjGKNC7ECTYVWiLt/ySSWrpdvTQP0ZP7CLy8stkPNwPvflrGA27lG+uoAm9JiLX8TI6CcWGmS80FuVoN+IxpRjR3YeJ/1KfSBkvEOX/ycczzc7plJc0Zy1hdlquvaGrS3JdcYBo7CCiZzAriWVOMHr8BoOm8GGPaqA7GPkQ0TpMhDv/UPVIjf34N+EJJKf2MSbrVBkKAeh4v7DydZyPkeIxwOUpTHKfWOYT6Vqiw2hjm/p4p9UZTfy2TUT/B6aX/RTdVprHguWlMrf7j0l7nbMdgQLqTiigcrxzPgFlNOp66XciL0TntfPe3D51AsJBxrZAJ98hmpBlTyADP+r+FLFZozB30FNhjrA3qhJ7bdMIxEagbCd6v8743Uj02dHY4VMRYu8GhcrnZGz8l/KuWqE2fHs7US5++ZjIZg1WPWuf/WqoU02TCWUAVPJBTNzld2YQqjpMuhCIu/wSTRgUf/cpyoDuw4heeoloAOq+aeYRXfRHYspAJ1FOEfESkesIIjEc6sfw9/U+TvR7VRnQk2jeYqJl+E0aT5TpG7FqPNImL1WTvfi5arn2xqwOyXUFxgbtL1KUAZhVzF6NhQZg4LE74GVMem1lQA80gzOInhwoUfwFVjdzT8j3VNlaoJlB62KaAbeliqqLDuZGTVxOQV/nD3IqA6ZmoRlcSjRjMnZOZIapVJupV1mI/tIJw1b85mJ4mG5zDjajQcrMv59flm7u1YRfSYh+00wqA9qgDi1dRbR4DtEYpT45UiuUVABvNORqEeSLhxf1gi/+/fRBImwccJqBCHh4P9Gq2dJ9+X+Rcd6vsKPvtHSryzamjUYgWQTKPmGMyPyFthxJllqw+DPutXmavO/NDhav4FUrXk8WOh4sSq0PFW/5Cew7zqz10NSIDMZbfolm6oOxss71fs1JRcgE2oHQuI+cfjXlLVEc98yVuHSbyUJe+T1Z7uVaNW6J5rNqUlv5XLVce2NcZ+T6JGMDw+MXcyzRe3rUsUHJmpAY7jDqx9hhBb3NM6TfVU8qHjXJejLE+llwTNkaPOFlu2TeqQdj+z2ingTU1cYkmM9qk/5akJCZmbLrHJwVmaGTqFyH3TJTGmJbcxmL7FFDbBrkzpqKsI2lkfSky7eMTe4qA9PjLBRJUAavIza9Q6Aua4NqbN4PEi1Y4Ez9gjeDrUyWn3LG028aAY1AAASwUjYLq92m6Uls5gPOOAOn2Svhxri5xLAds+6YxnZW2dMPkNzUazvj06Rqsy6mJEpbibRc+0tBHZHrDycSzbRQ6AZL9mNkRFkif3eOrOEbsUGqqQLgdVjVfDYz7LDzCWxKrFPtoLXijey/+N/Ygq/gIqwNGwqbftZ1BE4VMBqYE0ahE4YW0/pEItIQlaupW2YaG9Qe51BE9qgG/fo3IZtI9A1/zYiG49OgaThXwDTPE/3PP+y4ddUSiWldRULnO4xAST7Ru8uItn8dfueHYl1yMQa0ZcRa3IRD6jxOhKmnVD1+Gkhlm6+2EOW4mWA70KeHsP+rudsjNe+lRUTLsZfpk51hehyXFji04Cy8NruOqEf7SD5HsA3x1b8SvbHG8juX2M13kvGnB4la+4w48sDjH+DVHDTvAk3ON/t1KEA+JDpUAnfQ6PkEGUO7SH78NJYcfDLRAMpRYU41INbrHjKaBqjiyZafmc9ZRCs3IY3Qz958BxnDBhG1VPK4B2l8fxexK35Fxs1wHzMMeG5H2OFEz/FJFPI5/DEcVLdXurmTXpyLTz7mg89ykw/Hgs7EsOOadojTA3QzRO5T80yUX7rKXeQy2fITdKI9j+IEn6xwADZyqMeA+TyiP6P8cl5AIAyqdzyHQ/QahyNs5nXzK2ItM9F+eJSRn3+ycs25V0B5OG8OPhtCvdoL4eQycwE+pbnuRqKO+LymwyXhNAb5N+vmN2ZbSM1uQp1vG45V/q0d29gJfu0utt8DWWqjvIiMJ9Keibj8uQ2yM3MRPpiG/HFzKQ6DHQP5i3UYVNBy13KNczN4n1NH5Zp/KvDL8WHZwqZj9sYAb4WeFYKOhOj1rPA6WsZonKVqNXHCGyfr0D3DGA3PMUynjflEbaxm4qvN2A4NMW7SkqjXbZETGj//I5g4vbnOoIYNJJeyU0Q/vwdNTVPpFtWGgwI/mGvQ7HcwtNuLZhDDpDMvQvP3M+hxO6I5xFCjYVQC0rMkj9GSj8PpYc3wFRk+mTC76gp5VFPBToS38i1jxrDhW/LsVw165Y1w985Dt7sFZ0L/EcO61t5xjyItC5CWBucgHXchHTjDYHmWQW8uQD55c498XvFboumDPfKnjC8anOFNP1WuXmUoaOPIBvpdP6Jon7GXYej3/rs4y3d7OJZ5SCPk6CzIRP3zpTzlrUZV/hpDwR8Q9cYE269MRXr4tyG9EM4tRkH5iTyoz+XPYniHMjwHXeSrz2GoG1FHwqFzEEaYyY8LW3LP4n+F6x2nUh6E1ODZGBu0MOcTxqhBxPp9RkZlnIEUJC3VIUwd2QmhsxkTAeyXmTFE2UKjbKETe3AyXpBUyrEhbM5LjM3GPp8ZI+14oUcnM5Y1G+7W76WXWGhLiYyXCtviwRY/7DdaNU/yHvxebOp5f7PCx/HJwLIJNg9MuSPtKi4iBVtnRYZT487NEyGdz2k3heN1fY2x/He8aXRSyoHHntzaM1xoY5TPN5IpP7E9nH+mkb/Qkzeja7FnsELmTeSr+2jGhl3ljDPvA8b6OnENLdwj43Lb5inOOCqW3O5VBk4K8b0lyi9d5Z5M+cWHRDj0Nol/aE2xN4Xid+0yCr2oyLcoe78y8vNPRK7VlPnVH1t2Mp1bg6NtpV8v88/bgNCaLyWnI+vsfHO5D63zwUfGkLbaKi8ih6Js42nPzLjY0uluJ+xyA/5TNggOkc94yl3LtSK7dVCulc9FQnMLImXJ5VK69bQ9BBi71uUpXg+EGI45NsP1niEcGds2zdpSj64RO6EjjJ//tknKVnylm5ywKYKEp0NpfohB1WGnW6lGtptje3WUrfTFG5xpmahicPg066LweTFKFXUntGSrxIr9K3oAADMDSURBVMwrfV7byTkNGzNsFS9EPlX+Np1MBe/yEFs2B0NX/kPZiHJqMxDDVgxlTXfLb2kcn0sgKVGNXxmKNDrwd1HajHSKcJ5PRZ5Wj5blM3eXi5Dyqm7Vd3/aEQ8/haRpdXw2Alm4d447hHyfjnIx84PPbtxfBchQwW17Vsm8k1rmsUjkybF6aOJHsULXan8UmTYaASCQ9Yij1QmNms7YsqWY7E9kLBNiwmsuvo+1TenHjvDRWqzQ2M12tOQtx5jdu2U8C3IYOLa10kcDY38HFK9CYINTGRAaAoUHx2XONImL+1v6orcd2ISmLmNs9w7GFk91untNrMRk29HyZ4YVLwM6h+O7+W1dxNh4fLA4aRJjTz5q84h6nkMy5eeXxpfmMDa0k+SvfkvujnMt8uTII8rw2mtst9CUbYqoFNrupqJhEnru3O2Mbd2IsoBCiPN0f9OuxI7fmiC/dJZ7MuUXPyCM2fUGkwa/c0LKPrPLyVF+ouzV9kNNg59/InIt6LrLYgjas01bIDPr0dah7poj5MxgCoG1rjYgIv/HnN8gQ65Do7KdtEW61Kc7jZXZTqRbXkQ+Rdk66jrqPlck+7VnPO60rrYssauHsdAmfDS6Hu2cQie0vVRwkU83prHKXcu1jWlkva7tco1piH12QD8WCjArKc2VCgHf7+uVCXU3NDXC5InzBTB5PS4claefP58sjx+P7h1Dj8l4iirgy1+hWVHonGh3H8rYGigScjHZXcarINLC6TkmpEr6VR5F6tkJiDPLY8KcPUCZlCEM1//v8qimShIZT6PIE38+CsxyMZldv8iZ9pGq8sEiYGOGeCqNSXOAFSb5plumgnfpaVsJoIb3sqfyDIgjvAyBBS9D8RuDibDgu8UHo4IsJzZ9QGPRUnRhUBL0Rb7M+Io8qVhmIKyXKYPiRPAdudoZIl5+ztiMqbQ5j46K/DvC4hwAoaTqOpP7hNhihM2EckOkjed1Y6EjluNlK3DgQ06uxBkosABPvha15bAjaIwXzCFEYmiM9xlAMSjUFm/Ap02dR6BkjayFhJXzHa7Wac69YX91IlqOmuoxCWXdh4Unpnxyyn8IE9eKWazCOCIVEaEplqJBGTyG/FpWQdceAAbYIaBMcMyVv40HBJXw0wsXruu0BxmYGLhXC4tVrD0aH/cAutsLcqAi+PlNrHiqKpRJWcTERUl+MuUXLY3smFztV3cyOOJAccOTorrxQb/pdocpa44JZekntnyGer2nZKKSrAnxS3O5J1N+icBmK8awAr6vwpuCusKuKnREOavth0ohlj8PG1SuTbqQQbuDRx1UV/NtvuUMJ4jbb6ZFTb9oR1aNs2XPbAO2H3HGsd+wzqLwDI9qMDLxXWaq5fIicBFlK0Z5QdqzPQsl5jy8oMWfavs/eJnqA3sC5a7lGlijTtdFuVb691D/JS5Z8n4tUVbI3ynyDsOUCbWnQiBTmaAqJOzJrY+/GRQr3P0oXD3UybpCxmF9zZrw8+rnt6Ph8EFHFCzXRvJwrL6C1lzo57xNiM1UeIpqP3Gp/yrwEkWJMNG1q6Acuy3UZnWfi6mNmYUJP8xwn6XYKZhtKW/gZrf0wG8OlCrjMTFXlSs8npio8ydXwMx2pcXFOunXCmViLrobB9GDTuXF0nyHL7Pzl6nkD0Gy+8rmc+NhZxz+tnyoVAjsQjdomwT52fG5BbIzRq7rsJUB6si4OY4hs60QELLjtxlsusLHDGspE7qCXtxGWRAN7SiLO3ptiYBqpE2dR2DyTXYL4jmhFoM6vwG9Oliv7MqkbvETK0QFc2X6Y235iUchsPhhmy5bqmwRFgLjhYsyqWB+Nx+IiT1asYhVGUGTt3BtnnIOhsX2W7+t1zxdCv8I2iLd7me85aemsdNkZxo5bZE/VXGhxAmttLZUq27rSsKpstwcCgFl4Ma4wmqNq2d05yfZ90T4KbinvdzjLb9E8Fk1wqoLUVbSFAwc5SfK2a/9iOXP06vSjqbo4mGV09FDEZNGHsDHqDy4UtTOMx9tYtLkVpRGkMGEdM5I2WaIEQ1Xdh1UR16IqPCqlfIisBFlG097psQJ7fJQPgkFsKpw5PwSKXe7jLVciyKLfNZSuVbqoKO9igTAdilaJSdT262Jp+0pLMqEOuUKAYV2LIWAun27DXYGuFogkdrIp8JjFrpaNc+8Gi8M0P2unx3ZDPKV240eygd7wt/PW2lgT3zB251nh0IA9PcpucmL8YkGU5QrLwbIk0I6JVZ1t4mXQmDzZClrL3rsxrDznulUCKiftdw7x5VUZdLfG7sMVJMoP5WGsB9H93kymsApMia6Sf6cByXMAcjIeuxeUd3XuOUGjLiMceUNV+zYuyVAw4wHBY/7UwiRNs+n+tlArPGFJ4Ha4Rg+HaU6HGag01BFCOAwt7nW6ZpdXyOjg88JINFSV6Ec3/HdyWghk/TDqTXLcVqMaXAKydVWWq/qZNM1Rq0ktAgpMMdx2AgOHDHNGGI9Ah4U9s1+mzfrn2nbHZYbuzpevV/wdduy4c4Djh56E5cb41SZFb28oyTqmnD5ZRLNf9yZRp4GHHhkmqPW0/EYQ3T7Dx0uOIIm+mGQDa4hGiaiLCXjljY4u6kLTohdQlQUcdusCJj4MxF+VVnuCZdfHBBd1NIKPI9o34k4IlZB0GOHJNP7IScJGOMP3SGnk62YPYl2bSGjTay28UyiByfi4PpdEOlukuuOKbjr+CFiqqjWdnmRubdsQdsztPE7P7VjG2OHo+6j8osfP4x0CE7X4mbDGufNMomUu5ZrLddcltriZLYApsWFcnSxpTBAhCoMUn5cpnXAfZGHGAZJ2iO/x9nAt8uD2laiabs7I3bMTg9hWlbKKGu0TAO/H/5GnD27SWkHT39DtMciNxZxvA7Ba3Wj5B+N88K3iVopATIexi0PufjBvaniblvR1Ahz6jthqy5PRktft/KNQxv7tQ+ersbtDXoKQyZuFgDT3Uo+P51v8GIwzSAcSilN4vwkDWlrgq4y3ot1tpQS9e2IM3/PJeqEgw6xcdkmuGyjbbUtXMZGoHsY/gTODf6Q6PAuRmMyLe9lOFTxWTtobMt3EERtSCsE6roQnCjBKcNhEFjXDt5oKKfbegdIk+upL4im8ONr0dmM7E6GfUpsS6LJN1mJeAYtoJiRWk4JPcqIDoQjsv4dIie93MsLl2+LJbezcYSrl2nVVrpu2Cftqq0brj5q7WLQ5EIMXNoRXY4WszqYbr1xt9D340tJt5YRWLKJPSPcnERR0M8fI5oxRHHOIRp6F0YAzXDaOxQKhakoc0E+AX61vdzL/y3AIfIdPCm3jcjQsW0uMY8dIUaIs1BPTHMtjjpuFCOwj3dOju3BBg/FUclxJLJJa6Knl2MkiiO9bTOP6A9v2W9U2+VF5jRsC9yeYfTaVGnfsqcQTZ0qfxNgtw3aBNUkUu5arlUEo9trsVwbh4MtZJSXS4iCTCKPyuCxbT+QE6DYgWOHqH+mQWgBTXNp89jhPUPkKK5DoSNF0xbY4Hq4Ps8YdDgf+/qUSDcOJsLoyjQnv2X2BLXF2UogxdqgFSbE1vuSjxQP1YpJ822utNUD/wwMtTJc7mq0ams/QfQFhrvcdO2KmynCVsd/fV95Mej+Z6QszVtvRStj9PyQsJKB35DRWdWSJMXPkaxgL2jmMf+3zdi1uPECSgTVNL9ZXuG5rVD18bY3bW3Q06uYLSsb3iDCnT/BTP0ExwnBqNeYUFohUGOKqpISqo7hTym9nc0OTfcmsSpvO1aNZceHNl9jUheiLspvhLXLgYfA9XZJmxPQW+dYVNpf6U0u1wMXFU/vWGgJD0mfq3x66rhGEpJcWm2JpNErToMgoJ2J+4emQg1ciOvv8FR0KrR8Aq4ja0gsH71aykyc/IJkoSaX+8UScGOvTzd7wNIsogyMy3zkOqJ8MDLI/TTCNSmHYwes6J9jtT7YQD+CX5bYHYS8TEc7M29nRJCYDhkYBpess4MZC7YSQ3ZNU9vlxc61ZfGq9+4w5jsUT1vFqH8glCq78dvh83udHPfFJ1LuWq49SyGqY22Ra2W4ww64lEs+ADS+GMMOy69gr3egU/vRXFhe7Vt5h/FyLcw1vJwTduM7BNACmqY4WPYieI3LkpNxQrc7JDsiSEyHphkGvXMwZE/UODj7PdpBX5U+dhqIFv2mq3zYHfdxr6nO9aQSwBDaE1devtjkLy+X3CrLbfxT4cn3lyukXD75sItYkvxc1GK/YvL/U2sXAw/c+hKvKAadi2EYN2eHH7H/Gxr02DRLGQLh33sidpRwiB8EDVirw2mFQK0u3hRk7sOJ5rXiwSmhZakss2KJk3JODibt1k/xMebDLVlT7yxJoUh0R9KJdqJXm6K8C2ur64SNaA0Gsl6mYIN0Pc9L9yu902+rxPJLRWaatiTqMwSTSIzm8tdgj1kbSfX5v0t7qmxB+VWbcq+k8mvS3EaUvfWZbXdY+EXJlmHtLhBW+fTq1f/3r/auHxkwSVt9pXN/e3tCxNhP7sde1oUy7n0ZxFb9S74HtTXvjE9bsMRjGiz5CP1EbZeXoPhEhMMI8JcCL+wEa305lvhQxz1/rlFkIuWu5bruynWjM2zpM9Z+YtujWpoYdKEVYPpSudKtxtmF1U5hOv5Y2JSnNclRXOjo5hB1n+o/wVPDBrYrSsf5bweO5Qh4Hraq4/o62216X6Lx79mvwS3nfo8eFxM1xDpkTXIbX2rYuwfeUnBTCR/aaZBYCjpf2Tykhqlr9q/WMvrdy1HkBRNjG+8cotUFREv/ZoXvEbmbIhZ+MfnFIhDhb9DPfiXl6t9CQeQIx+if2PrPzdHwI9i/olk6I+hwaMNKizb21Jxf3cbkwbKdilBaIZAKFGsyDUVLbrz8rvP7+zxMen85PnbuFBpU7lmzY9OIGaKI6ImPwqF6Tw+vGPHv6cUvf4ucHG6Yie3+p2NSJKXDjAjc8CISPZUxaR4xVUv71f9v70rArCiu9elPCeJzCbiQuEESo+CaSKKoQK7RuLDmGaNsxiVs2VhMlOV9L6C+AIJPFhMWFYYIg8oSZVEwgrIkDjwBZUa2ADITZVRGZpQhzpgZu95ffbu6T/ftvrfvvcMwM7fq++7t6uqqc6r+OlVddbrqFN5c7e5OSGIFnII3lv0x1Rj1pHePqxWhnOhxhWmM6AKoSo+VaxaxN6yX+suikNUV3vVlFimUrd2NUHlvIorFaRt7SpMzKUK9zZpFYi3ejslcJvyOZ71nW39RcGl+pbMtx3h+LAn/tpwv0BaH2Ctm2j+KrRwnJCK8z/cZ572XiK4ZkRgvVUgquW4fcygY44ZktnLkcyxo/OZPsTrqTy6trheQ2PSJcx/Z8/FeOyoGGqrPaeryEhmcgIgXXWoHoh9/+u2ACHZQte9dk0m9a7kmI1fl+oRLiB7pFBemlc+RKAsXNeeJ/AI5yZ7IYHi0Yp/zJO7Bsuw/DrEnXphbXOfTWVmR3iPikvvFPkG3d0x/KJ5qYd0p7Q3CGhvLbRyLV2WK154d1XOxtkVgKXbZJtMJH3cr0czNzm1kz6GP3KjORA3Dn0vt5r7xISwOCvii+5fJNp5Ifvn5Lo2sfagEtWy9mr9DIxIuKxI0D13Ukte99RkxefJoLG8rn3Z2r1ppjoLvzTe5mIQR+m4fmMK1H94JnerQdfGbCWPc1QdO2jrgp2hFxaXDT1QKmOta4fqV7+g2QePtmxtVQdTDsCva35MP2djErIWjYTFZeIlrl6bdPWSkuw2WUWr03qZhG1GXInMEYEG4nzLNKc/PxvE7h3C8Xv5Ir5lPabqz27xgNrU7WFwc/lpsH/JSU4Vzv18SYqL/eKhgMklD+UkCykq9PwE/gWDRfv/T+L1zykAMRy2hnAfxKy6BFXDnYBo7HUykjrnILVcfHJYqcVk11Q2TmMif33q6Y7kaz7rgaMFDwEG6Ktg9Hd7ZSW+Oe8MK9vwpC9t+mp5ISW6Y5WSxuDCeZ5RPHEli8jXd+kuVx6DnScI8Fp7teJ6wbVPimM3F2UXFMDfrFAWeDXNcPIcmOZKwZJETT9aZucY+6SAIykz5Ha96T7f+eJnTwaX0RYYhjo5UlvNrINe8D5m/m3Pwnim/GOaSqz4WYsk4RiukHXEq6cr1kqFe+vL4P2n2uArtvHgn+M8U5sDpwnRkCcwYD88JHf6jB/2nDSx5yKIldqGdcXryBs+sPkLKnP9os6YuL7L+gto9r9dAP+TpclsmZP8qz/+yu1Cr/go3CDHiYiGCTlvJpN61XENGA07RyAW53vYnt30GvY8D5FMehSfFUv0cy/mwWj+7nxveO9+beJuyeo+0oxbjlQxL65sWe2lZNGNeq/EeKsw6+1DQOITXYXExrr6TolWa/T768vi/crQlOTQ7hHRr8XwQhmwHeL/FeHCr/v7TBubvUlziV8nrB6C1HuF+C/NFPB+IA/aOK13FMEDZt6BMlkM+FrIj8i5+xEnieMIs7TsRknlQX+yEaLFeHZEHLIrxupBHE/pHhYpcbTHLMwkxcq16Ev2a6pQBfnxgl9HxoY/f+r4lL7CoH5bPFexIRyWvYdb364JfWrgA/xHATuVr3GoXuyN7vcdN8uMRd881RV+cLLAd8usRW8jNI5AfRU+2j0iOvYfNOb6xSyQCTScSqkO7nEfAmSSz1mm3KnMAziaZ1sduZZgE8J6cAzerq9sSVYtU16CBG08bxe/Qx0Q+4GxVi0Tlm24ewpQXYWUNymPpyy49VRZ1xURfPGLjkjB5h5JFDlhV3KCrPFIwCMuMBtAMQDap4fzNiZtZpACvg2+iDCQMvFPlMei5os+xssM8k387rSdMTdA9ONqHzrIwUx1DGVA84aORFA9f3DiOUfgdx3pX+DI8nPoPkm2Fka+sSXGRadgRpRb9nhiNcJ44Cs5zbrxMw5R5nrgyXZ/pbv/CZUOm4y5tuUbj4go9nkfHj76Ej6Qq33LK4lEIyHywc4oFxTCCrnZzp47BU3QlJj/Aj09q5YTrgP8IvRyQl6C+wEUu3Jes71U4B8p1BvUuc6HlGrKfi3J9WIiY+86Legb5RnYknBTHGJo7ztFwuzdA6Z94Ve7yTiKVGFtXHLm3RCkMkLY8rGWwyTpPfxEmr2FuxegkfO08F3CFQqU7GeMKAUm/KN9Li58zzxUeCpMYyhLzvTpfUhNvluEVbOLPy+X4QWNvwHgpK4UA+G+b5S2Pw0/iAp5h9cCP9pNpcPpy2i6VQoA/9+RL5g1KFUdecL8zABuZoepCb/kGJJkk1wW/dHGp2PSl22ZkuWKQF/x4ef1HLjp1LuOjjvoCi0FoPzyNxIe/2kMrxzOuwNGzkRKFUmv0DwCpdhoBILA28cu3OcVW2TmTBpwBH9pgMLidNsDXKmWLxZexia9nCTFoqy+QYRN9iwOLRw8ET7h3PxOYx9DVD4WLEuKboxbGJz15vePPAicy0F3mj0tIa+ExbqlXtcnRUROPpOXkCXx+TwcXx9/iOafIF9F/m0b9pcpj0HP15a73QpexHWbO2OaG2Wk9YeXvCDF6YCCW1lvgUiiqCrB6I5nzTTDM9WXhsbPid5zqXaRRf7zk6eBipcPII29oYF1I5aHnizvnszyxLZiyHUin2hGXjfgT9z8juUZdLE/s1yyZkaOH7pO8fUSVu9LJDDoY2lGMIi2fjG6YEYiHw6eH/LwT1nE2cXkJ6gvcWk3uOwgFb7/2wdj2HS3MLWFtPs16t3Kh5dqS11yU6/3zmYzhXRI2C/RJqzwH3TMJsV+37TEZ8XxxZ+l2L/NO0GR6+bVTstw9154cYXIT1luIEIVA7zzGJMC7FXx72fnz5/nSnr7JNnioL+f+yZgkvVEpLiQ9TMiw3styZRsTy+bhBT7OV3g7Db9s8ikbVNoewEctRuPxpX+3SgPaoZj5E/nuV00Lrsc+mOSHzLOFf5XIRCxiStdxvDwKGUaoZI3pVTQB84HIr5QXPvkOSy9JTQM2CsvtYQWyeWbLLxNc9q8Klxu5yNXv/KteVNnUdRxW5qQopk0SkssbRdiqYn8GmvC9IcvW6Pc96ALUDQLVsB5efBi0YJTr3DbYaBRxDzrnLvdfH8RmMbknq8XpRK1hXOwkHqER+mux73/fB8j4fzBcsOlqMIwFPIWNed3mEa28J7hgEo/i94EFLKod+ZzEeW3JaNmAAWnQ9QfMyyCj0nL8idiMfQSmZs7ApsJzWgZj7w/dvxXnyWOj6FnYO9ohaHOnP0EW/I5XvWdSf2njApwqDxLtLCQa2NU+tnQy3se/8wPovbcwQd+QTf/ipRjxDvVYWgx5sTeKtoCBxNaQmXQPSk7KDUZGSg4QffQJUQXa/L/Aqxl4XIk+ok0ES1hNXV6SYpfiYRn2eB5GHUr7Cye2QN2dHbHuMqh3Lde+ysgRuZ7dx7WBAuNBYssMMjoEGEb1oVN7VNCuHQbl/Ry2UXfEH1ZhRJ30DQ9I9xfHh0hnnIfXEfbR15crg5mdw7YplxZoSq1aY5iXNLPp50w21/fRzX+KbrACNgEEhpMXXUl0BYaUKZ2NDSFvNcjnacAn6us9Je1kEaSYY4hXJbsZ8D47Ai4V+4jexu9EdEddrkpGPPjZu7MFXW7bm9gCYwb+Y/ecVNgXv7/YsIbU9SIvWfLLCBfgX7QdQ+WPif79b5wqgGHd1R3CpyCy3e37h0GlGAL+y7Y7cTpkRZ7K3TLKtKWkgOje69yTxPrMI1oYMoZ3KqLpe7RCoOnXsS5hRgigh8r/C4mbbyfjrIA35uYZRB1/ZVEWc4rIuD+q1ZOMMqMTaQQaJgJvTyW6aoSVNzFxNRm/vQUjpIaZVZ0rjUBkBLRcR4aqaUTE+/6/biYav9EtTo/RJIb1IqP9RSlnpUe3mXRqh7hhwO6TiJ5FlxhpYuJy076cQkDQ9F4GDVuOQveErnpZgKG/nMKjHgpbAU3VP3YSLcfYffxKl2HnSSRef5AMPW4hrRBwxUL7NAIMAainbzjd0iCKYXjD334jGW3wZfEIVOyr5xA99IwdN0ai/A189WdJtVcjkDMI1GIg/UM2kMZO2uE9yGiLFRg/vRcD6QBlWs5gowvaeBHQct146y6LnK+eRnTbcB8Bd/WTYfge4XblX7FI8EdEr44RdOsEN0JfkLnyG/h6jMNKOn6d6Ps3Em2BRXrtcgcBuf66tlTQE/kGdeiCw3e+hpUPWIS7+GEcmiWVAXAD8nGYSl+irncRrVoUD9P/dYOAZ/375E4Yt//dQ1hMeZ2M4Td4wnL5RisEcrn2ddmTIOAqBJJEIvHKP8m4DeubtNMI5CwCaCuTMaJ56GUPAqKggoyOX/WE6RuNQONBQMt146mrOsyp3CK4ZhXOQsPvqXwSA5aS8fTtFoNkCgEZ4dXJUAqoY8/sLE3YRDTqGq0QsOHIqYuckPLVIwmF709UPh+rSfBAKwQS0Mk6wKMQWDqM6A5o5PpCe9f1ZhJdb8KHPL0sgIOsFQIcDe3XCHAEpE2F1zDJWbmW6M13iN61Nwn27IevCHeRuOs23aFwvLQ/txEoKcQnMNhp2A87DViBSz/DC7ht89zGRJe+8SOg5brx12E9lkCuTN78FlYnH8A++iqi2L1YJYAFU9rlJgJflgi6p7tB29/FENKGIIZtAhhC0kDo0fXi0tyUi4ZYaq0QaIi1ovOkEdAIaAQ0AhoBjYBGQCOgEdAIaAQ0AhqBY4xA3ArKMWaiyWsENAIaAY2ARkAjoBHQCGgENAIaAY2ARkAj0LAQ0AqBhlUfOjcaAY2ARkAjoBHQCGgENAIaAY2ARkAjoBGoFwS0QqBeYNZMNAIaAY2ARkAjoBHQCGgENAIaAY2ARkAj0LAQ0AqBhlUfOjcaAY2ARkAjoBHQCGgENAIaAY2ARkAjoBGoFwS0QqBeYNZMNAIaAY2ARkAjoBHQCGgENAIaAY2ARkAj0LAQ0AqBhlUfOjcagewRKCslUVaZPR1NQSPQkBDQct2QakPnpa4Q0HJdV0jWLZ1anJ1aWkpUWVu3dLOkVolTXUvw067xI1AB8SqtaPzlaBQlqMWYuFQeidyw2nNDwk4fO9iQakPnJT0EMJCiz9G4m7UgOueskLRHiAZfQ/TmCd7n5s0ktj5Bxkne4EZ/939Tia4ZYRVDvPJPMm47v+6LtBTny98xncSAhWQ83afu6WuKDRwBtKnX/0q0ZitRFQbNn39O1PF2EnffQsaJxyjr9SHXX+4k+u6lREWXkdheQMYVp6RZGPRF214jWrmB6GA50cknE7VoRfTtS4g6XEt0xTlp0tPR6xcBLdfBeOeYXO/fRDTnSaIJC+NwdJpNtHFQIDRFa4lW41dahW4Qv291JOrXn+jcY9QPfrrZpJYd49/xRq4mmnhLYLayC6wV9F/fMWj8DsBQSHT/5emTK9lGtGwl0Q4M0U7G8KwFfq0vQvfagahLBvTSz0HDT7FnoaB2/Qwro/N3EfVv1/DzfCxzuBvtaDFk5gO0IykzLfG6/NbFRNf/kKit71Vcto9o6zt4VeOVLRUqsu2djFftDV2Jbu5EFDisn92NaMgr8SL0HU3iN0PI6HjBsSxSo6N9jLqtRoeDznA2CNRi8FuAtwc1I/H9jvU0yS4hOrutnWsM4A8VkRGoE8BgpmA30bv+Al5IVIOwwJ7DH7cR3R96z81s4YdEURQC6dbfJ+iN4YzdehWCC/Zx9KVbf9lktXI73tDfwZvYR+Spp8i4vz/e5vMwGvYp33xRM7rNRK7TZVQFxYZVLnQWNeg30nGVGNHdjYn/spBE7Z4k2vXrkIf1HFyf8lLPRcuYnZbrYOhySa5rDxKNHUI0HrOSVO6ooAc6GjRFDnu4g+5g5H1E6zER7vJ1/qBu/Ec+jk8gJbU3MVmnY6EQgI53h12uI3KMlI4DLo9ikvv75SGJLiMqRx/bMuRxvQaji9+2iehfYPrN7+G1Vc9jwZpKt7QffOb6c85XAQXU7VBArQsu+QTU0ahr3GdHi0w6+4rgxe1TJyAeZGwLdPIdkgnZwglk4Ec9HiUxZxTmDnoqLBEORtXFXvs0AqkRqN6Dt18X/K4leufT1PHrIsZ7GxmVd8koeJ/dcy/Uhi9uJyrEbxcmsvlD+cOm578E6lTLxaAMgEo+iku7/k6LQlXHqS8E0q6/TDMGxd/dTBnQYwTRzJlEg9D2LbeA6LxfkWADnUw5JaTLRK4TiKQIaJbieejjI0S/4MqAXkQLlhAtx++xh4lioQmPz4N6k5fjU7z0uWq5DsYsh+S6FmODq85jygDMKuauxocGYBCwOuApTHodZUBPdIOziB4Z7KL4A3zdLDzq3teVrzW6GfQulht0a11R9dHB3OhUX1DU2+eGeJUBU/PRDS4jmjUJKydicSoNZupVbdLvOmPYit98DA/r252BxWiQMuvvum/WN/cGwq/MpB+3cpUB7dGGlq0iWpJHNIa1J09ulZIK4I2GXC2GfMn4ql3Ij3/fu5cICwe8bjAiln9AtGquG77iv8k4+0dY0felG5bLPqGdRiBbBKrfEoLI+plbKrKlFi39rN4OT4t374XR0u1+xk7XS5hHoiVp8rHSrT+FfafZTR6aRlHAdOsv00K9PtZtc33meakomUA/YI77m/dZY7nLFMf9811cus8WZlB5q2qCQo9PWKblPD65PfZctVwHY5wzcl0lxOD4+MUaS/SZnnRsULbGVMMdQf2FKGfobZ7lPrv4EfagMXmrTNHfhmPK1ugZr97rlp16CvFBQNIqQN1gXIblbDD5bwIZmR1zX51D8xMLVIXGVe6XmUpTbC0UIvGNaoppkDt7KiIKKhPpuSGHhZjUzY1MDwgzkaAbPUd8eoVALmuDGm3ZDxE9/7w398+/EO3LZM0X3nT6TiOgEYiAAL6UzcHXbsv1IjH7Hm+awdOcL+HGuPkksBwzd9wpTlHFH+4hd1GvE4ytSQ3muxjLlPYSabkOl4Ickes3JhLNtlHoDs/C35CR5BP5y3luCy/AAqmWDMCr8VVzciwesOf3WJSYU/2g/cUbxZ/xP1iCz3BR3pNOUj59zXUEvtgtaPC6OAqdMbSY1jcRkZPQuFr6ZeYUg66CHYrEN6pBt/zYdIgkX/DXiuhBbA2aBrsClnuC6H//7qTNVU8iprmKhC53HIGyXUQvLyfa/lH8XhrFuuB8DGirSbS+HkbqAizCnMianrQGcqzdh1uI1vmZYDnQ259g/deZ/gd1c19ZQrQCa5ne2hOnJ3FpDaMFp+O21dVEPa9K5FOBZYjP/JHo2TX2s7NI3Hg7Gb++l+jCkBFHEXj8HbzOBM07QFPyXfhnKEDeIPqkDOGg0ev3ZAy/weUnrbGsw5aJ5lCOKvdFcxJ33UlGywhNPNv6s8o5h+iVTcgj9LM3diVjxBCiNqyM+5HH1/aS+PaPyLgR4WNGAM/tiPsg0eNyEoVyPvgbGKp7zw3zZ720EFs+ngOfFRYfiQWdhmHHpVcgTU/QbadKXzfXTPnVV72rUmZbf4pOsuunsOCTH48gRg4PGDCfTfRb1N+6JxEJg+qdj8OI3inxBJtl2/yQRJsY+o+AOgp7nq1cS+61UB4uyMO2IbSr9yCcUmbOwVaaq68l6oTtNR0uiOcxyr/VNj+2+kJqdT3a/OXxVDWHndTGHvC74nznPpKnKcqLKngm/ZlKK6/bIDuzF2PDNORPum/AGOwYyF8qY1BR613LNexmyHdOjsq13Crww4fjsoVFx+LZQcEKPTsGVZj05/z4d7R2o2FL1e7i1GNY1qE7Rwh6cJ1hBRXsImpvdxMfbsZyaIjxqW2I7ro1cUIT9rwCE6cX1ht0UnOXS/UXRNfdia6mpRuW1AdDga/PN2juSxjavYduEMOk085D9/d96HE7oTvEUOOkpATch2VFgpa+Gc+PaIVdZNgyYb2qa11TTbv3IL5dbjdlCh/2ki98xqCnn42/3mXsK26CTehfYVh3YXDaT5GX55GX5mcgH3cgH7BhsCLfoBeeRzlld49yfvs/iaYPDSgfG180PzmYfl2FBtWhog2TDfST/kTJtrFXY+j32suw5bs9nsoy0gg5Oh0y0exrrjwVrUZT/ghDwa8Q9cEEO6xOVX7k3pC7EM8vRlH5qTLw64rJGN6hDs/AK/KZxzHUTWgj8djrEEe5SQ8oX3bX0vfj7U5SqYlCauhcjA1aW/MJY9QQEv3fIeNY2ECKkpeGECdHVkLoYqZEAOtlZg1jS2jYEjq1Bqfdky6VGiwIy5spxFys85k10klnDpwkRP5chNu/mTOFuaXMTVcXviVDbX5Yb7Rqgct76KupqRf9yY6fxpaB5RMcHphyJ/o5LioHW+ckxuNp5xepmN7rtOvj6brNE2LXS8E0OrN6kKknXRgYzyxIsn0jm/pTy8PlNo1diwJ5C7oMawZr3bKpcvUYLcSIi71pFrwuRD8vruai/W5a6ds8xZuGYyn9QXXgpZDeXab86qves6m/9JCIx97m4m+uKQ2mUPqyU0fmDCbfqu7D6ijseSZyzXMW1n4c2Yl5lwYnW0q/wS2/7APMNf90OVWsd8ot5d5cH4KPm8L1NVV5USVUdZtOf2alxZJOfz/h1Bvwn7JRcUi8plPvWq6Z7OagXLPtIub83Ymy5Aup3PqlMwQYu9b3UN0eNAXMHFvx+sxSgUJsm2YvqcerESuhE1zY822PsaX47DU5YVMCicCAyl2mgKrDyTdrRk6YZ3l1kqX0pRu9eZnIMSj/UtzA+MxI0kT9GS3b6mIWlL+g5eSShoMZlooXo5ycv0MnxvCuMcXyPAxd5Q91o+qp/WAMWzGUtcLtZ8vS2C6BrCR1YXWo8ujB30dpM/Kp4gVemTytHu3Wz/y9PkLsli/V92/tSIcfI2l5PdtGIAu98/wx3PvpqBerPNh2498V4MaK7tu/yi078TpPRaLIHaubE/+WKnaTfo4q004jAATyf+7pdcxR04VYvgyT/YlCxCAmsuVif6zjKt/0xE/WY5ljNzvJsvd8Jpy3W7vJIIeB4+V2/mhw6n1A6SoENnqVAeYwKDwkLnnTXFz8e+lLXvRgY05dLsS+nUIsmeoND5pYqcm2p+ePxRUvg7rE0/v5bV0sxMPYsPjYY0I8MtDhkdSeQzb1F5bHmXlCDO/s8ud7yf1pLkOZPGVEHV52qRNmTtnGRKXYCbcUDY/hzV24XYitBagLKIQkT/+edpY6fW+G/Oqz3rOpv/QBEcJpN5g0hNkJqX7HqSdP/am65/0Hz0PY80zkWtH118Uw9GebtkBmNqCvQ9u1RsixaAqBtb4+IKH8n3n3IEOuzVELvbRVvvjVn8dj2U/Ut7yocqq69bR1tH2pSA7rz2Taad0cWRKXjBDmJmwa3YB+jtExt1cqLu7Vj2mqetdy7WCa2K6bulxjGuLYDugvzAizkspCVyEQur+eTai7o6tRrkjZF8Dk9YgKZNew53Ky/PDDeL1j6DEJV9UEQvkzmrXF3ol2j+FCrIEioRCT3eWyCSIvkp5nQsryz3mUcNsJSDMnYMK8cBCblCGO1P/vDWimLItC5lGVSV4HArNCTGY3LPbmfSRXPtgEHMyQjtN4LA9YYZJvhcUY3pVfOkoAHj/IX5c2ICpkHQILWYfqNwYTYcV3SwhGu/O92PQFjcXL8AqDkqAfymWlZ/LEsWyHuEGuGooTxXfkam+MdPl5UwvBaUsenZj8e+LCDoBSUnWbLZ+YYgnixqDcUHmTZS0o9qTy3GwFDnLIKZU4gxUW4Cm/RW0p90RNcYM5hMoMjQm2AZSCQlN5DPi0y3kEyta4rZDw5Xynr3fK6x1/zieiNWipAZNQ0WNEfGIqJ6fyhzhpfTFLVRkVriLCnGIrGtjg0QzrWRVdZwAYYYUAm+BYX/4KDioq8WsQLlLX6QwyMDHwfy0s5VgHdD7+AXT3J92BiuIXNrGSuaplk7KEiQvLfjb1lyyP4jP3az9fyeBJA8WNzAoPk4N+K6yrJWueCWXlW458mne9ygpxjLwZ8avnes+m/jKBzVGM4Qv4gdpgCvwLO1foqHrm/QenkOq5jBtVri26kEHnBY82yL/mO3xrBCyIO3eWh+df9SOrxjmyZ/UB2yu8aZw7fGdhPOOjGoxMQj8zNXF5UbioulWjvCj92f5FLuYyvqIlr7z/H7qcP4E/g3rXcg2s0aZzUa7Z+90csNQnS8G3ZewL+UslwXEEm1AHKgRibILKSDiT25DnVlR84e5P8ebBJ+uMjMc7z57wy+YXtqKh/JAnCT7XJvLwfH0FrfnQzwU7U8xmPFWzn7gs/CvwUqZEmOhbVVCD1Ra8Wz3gY+pgZmMijRkesBU7u+fayhuEOT098MuDUuVhTMy5ckWmUxN1eZUKmLm+vPhYZ31byybm6nXjIXrIq7xYtsvzVDjli7HyIcrCfm73WVDuTSPvVgx3FQJ78Rp0XIb8nPTSA9kZ437XEa9EaCPj8jxDZkchoGQnbDHYdMbHimsrE7qBXtqOfRA1d1annbypJEAz0i7nEZh0vdODBE6o1aAubEDPB+vHujHxJX7qC9Hu+W7+Uy35SUchsOR+h65YxpYIK4EJwoVNKkTYyQdqYo9eLOGrjKIpe7j2j3oHw2r5bdjSa5kvxj+Btsq3/5pu/fE8dp7kzaOkrcrHFRcsjfmKvaSah60vi+fKDvMoBNjATUiF1Rrfm9FfnmzvM+HHcK/3ek+3/jLBZ9VDdltI8iWNYeCpP1XPYf1Hqucyv5x2MkWXjMuso5sJk0YZIcRxHlIp6pRZjjYxafIrShPIYEKaN9LtM9SIRiq7DvGRFxIyXk1SXhQ2qm7T6c9YGnNvgPJJKYC5wlHyy6TenTrWcq2qLPHaROWatUFPf5UIgBNSssqdTG23J57OQ+VhE+o6Vwgw2qkUAnz5dnusDPD1QCq3iVfGYw5etbzMshkvivD63TA3sRuUX24LApQPzoS/f7DSwJn4gre/zB6FAOgfYKUpSrFFQzDlyowIZWKk68TLV5sEKQQ2T3JlbUbAagyn7DGvQoBva+md58sqm/T3wSoD7jLlx2ko/xG8PquSCRyTMfWalNcFUMIchIxswOoVHr7GLzdgJGVMKm+kYsdZLQEaVjooePxbIVTeAq9820Cq8UUggaYRGLeO0hCMGeg8HCcEYMxtvm1ds9s8MjqEWABJlrtaZr7j86pkMbN8Bqs1K2AtxnKwQnKJndeLOzt0jVGvEHqEOnBHYGwEBkcsN4ZEz4iGwj7+wOEtBsQcv8dzbTfPbfANdrctf9Br4Oi+F3C4MazKrLwrOEmmoRnXX4zouQe8eZR5gMEjy31qXz2XMUS3fd0TAhM0yY1BNr+UaIRKsoyMm9rDdtMNsBC7lKgk4bRZFTHzayb8jme9Z1x/aUB0Xhs78gKiA0fTSHgcon72icv0Z5CTDJzxyx6Q00l2yl5Ee7eQ0T5V33ga0b0TYbh+L0S6u8t15xScdXwfCS6qTV1e3NLbvqj9Gfr4PW87qY2xD6Lto/GrnzRGOgzWtaTbuMZ7skwm9a7lWsu1lKXLYZktgmt9rju62FIcIcFxjFJzxM3roLsTjRhGydrPfwHbwLe5htpeQdf203apU3a+D9OySkH5o908yPPhr4Xt2U2sH/zyY6L9NrmxSBNkBK/ttS7/ZJwXvUjUlkVodz9OeSjED+EtWbjjRVej3BefK19DuQpa9me73DDa2P+q6Pk65SqDHsWQSbrngek+Vs63nzNkNVhuCIxSui5zfi4N13cqXpXpHqyzpZKoXyfY/D2LqDMMHWLhskNweYHjdTxSxh7C6+HB38Nu8BtE5XsFjYnZj5fDqOJkJ2pqz+cQRO1IKwRyXQiOlsHKcBwE0a1DMBrMum1whHoK/WIH0RRpvhYvm5E9yHCsxLYhmnS9nYnx6AHVjNQOyuhSTXQwnlAM6JA46ZWPgnA5XOpy+ypMuAa5tpe7oRsPuH7u646jjy70MTj1XAxcriD6FnrMhuC698HZQiekl5PubRKwFBN7JYR5iaKin/iMaNYwFryOaPgdGAG0grV3KBSK66LOFfkM+DX1eq/5twKHKHTwxE4bcWOn9vnEPHWCFDFORzux3GUwddwiReSQx+vWOQ/E0OEwlZxGJk+9kOgPKzAShUlvxy0g+uVfnDtq6vLiljTui9yfYfTakvVvC6cQTZ3q/ibA7zj0CdxlUu9arjmCyf1NWK6N8mgfMmpqXIiiTCI/daOn9n3FnQCljpw6RrPTDEIPaLlvnJk6fmCMdSx0OHSk6NoiOxwP13e8QeW7sK6PJbp2KBFGV5arOiycCWrrr7JIzNu8LSbE9v3Sv7EH3ItJ862+vJ0I/u0w1GrnC+fJGqz/KNEODHel69YNJ1PEvZ7/ZqHyYtDPxruytGCDnaxa0BPD4koGeUJGF64lyYqfJ1vRbtDNY/7vuLFrceIFlAjcnXmje4TntmL+JNjf8kKD/rBKOLKy8VkinPkTzTXLcJwQjXqjifX/4aTM906j6QsAAAAASUVORK5CYII=" alt="" width="279" height="49" />
3. 稳定性
QuickSort并不稳定
http://bbs.csdn.net/topics/60524397
证明去Quick Sort是不稳定的,只需举出其不是稳定的例子即可。
例:
待排序数组: int a[] ={1, 2, 2, 3, 4, 5, 6};
在快速排序的随机选择比较子阶段,若选择a[2]为比较子,即数组中的第二个2,而把大于等于比较子的数均放置在大数数组中,则a[1],即数组中的第一个2。那么数组中的两个2非原序。
若选择a[1]为比较子,而把小于等于比较子的数均放置在小数数组中,则数组中的两个2顺序也非原序
这就说明,Quick Sort是不稳定的。
4. GITHUB:
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