Faster_Rcnn在windows下运行踩坑总结

 20190524  今天又是元气满满的一天!

1、代码下载

2、编译

3、下载数据集

4、下载pre-train Model

5、运行train

6、运行demo文件

7、准备自己的数据集

8、修改源码

9、测试自己的数据集(未完待更)

10、推荐

0、前言

不管怎么说,先把faster_Rcnn学了吧!后续的会加入一些具体代码的总结。还有一些比较好的点。总之,不管有没有用,先学了再说吧!

1、代码下载

只有一句话,开源是一种情怀。

下载地址:https://github.com/dBeker/Faster-RCNN-TensorFlow-Python3.5

在这里下载的是windows,tensorflow框架下的faster-rcnn代码,当然在github里还有caffe版本,还有大多数是linux下的。linux一定要好好学一下!!!

我的版本python版本3.6,tensorflow-gpu。

下载之后,先不要着急用pycharm打开运行。这些代码时在python3.5上编译好的,所以我们在python3.6版本运行的时候需要重新编译!!

2、编译

1、将下载好的源码文件夹放在自己的目录下。然后启动一个cmd。

D:\goodgoodstudy\Faster-RCNN-TensorFlow-Python3.5-master\data\coco\PythonAPI    下划线就是自己将源码放在位置,将这里改成自己的目录进入到  .\data\coco\PythonAPI

在.data\coco\PythonAPI下运行  python setup.py build_ext --inplace

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特别注意:1必须确定自己进入的目录。D:\goodgoodstudy\Faster-RCNN-TensorFlow-Python3.5-master\data\coco\PythonAPI

      2运行          python setup.py build_ext --inplace

2、继续在这个目录下运行      python setup.py build_ext install

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BDiqnOwB7NCCCGEEIKj//YSQpwjsz+b9LNMCCGEEEIIIYSYQw9mhRBCCCGOjP7bSwhxjsz+bNLPMiGEEEIIIYQQYg49mBVCCCGEODL6by8hxDky+7NJP8uEEEIIIYQQQog5nvZgVgghhBBCCCHE1cb/j8aI2bwQQgghhBBCCHHVefRg9su+6ObT/oe4EEIIIYQQQoirx/jfhv5/NEZYDfOEEEIIIYQQQgjxOI8ezF51XvCCF1B9b2bmHOtMyClmCiGEEFcRPcwQQlwG9LNMCCGEEEIIIYSYQw9m/wd6MPvT6MGsEEIIcRz0MEMIcRnQzzIhhBBCCCGEEGKOa+NhnDGEaI9FkW9r23f8TEevm8syEZZldR3N9j7nyXzsYbBcRFbrdZ9B33tCCCGE2B89zBBCXAb0s0wIIYQQQgghhJjjqd+Y9Q/kojXTfO2sn2mmZ/WZ18H37/Trakjkr+mFdOpxH/WemSmEEEKI9ehhhhDiMqCfZUIIIYQQQgghxBxPezCLBsK86kHfjJ9pkZ71j/pEzPaf0ZDIX9ML6dYPLes7M1MIIYQQ69HDDCHEZUA/y4QQQgghhBBCiDkuxYNZ2xuod6j6V36mIZG/phcysowo53Uj84QQQgixH3qYIYS4DOhnmRBCCCGEEEIIMcel/I3ZWdb072pI5K/phXSzI5dlZ2YKIYQQYj16mCGEuAzoZ5kQQgghhBBCCDHHqgez/gEfq53xMy3SvTb2CHoVvsbXs73XTPcaEvnd/hEsy3pGHtOjjBBCCCG2o4cZQojLgH6WCSGEEEIIIYQQc1wbD+A8LOh93KMeeYOtvbJ68zDjtQjsE9WZx7Looc5qme8zuPe5CKz3dahFGSPzhBBCCLEPepghhLgM6GeZEEIIIYQQQggxx1O/MXuRYQ8S9XBRCCGEEOeKHmYIIS4De/8s++iPvLv81KuvLa951bXlv//gteUnXnFt+fGXX1t+7GXXlh996bXlR/4H//X7ry8//H3Xl1d/z/XlVS+5vvzgd19fXvHi68sPfPv15UM+6C7tK4QQQgghhBBCnAuX4sHswH7T02CZi4i/Lg+rEUIIIcR5owezQojLwCF+lv2e33nv0UNZ691hPLz9wPe/R/sJIYQQQgghhBDnxKV5MCuEEEIIcVGwhwnME0KIi8Khfpb9pt9w/9Fvx1r/jPEbs7/6V92nfYQQQgghhBBCiHNDD2Yb6LdTxRb0+RFCCOGxBwrME0KIi8Ihf5b98l92/9FfUWwzIv7cn76zPPc5vIcQQgghhBBCCHFu6MFsEz1YE1vQ50cIIQRiDxSYJ4QQF4VD/yz7+e/wYPmuF9UPZ3/oe68vf/0v3l7e+fkPaB8hhBBCCCGEEOJc2O3BbOe3Arc8nOr0PySnnH1ZuMr38Kp/fk7951cIIc4Ne5jAPCGEuCgc42fZW/+sh8s3ftWNp2ZVfO1X3Fj+0IffXd7kjR/SfkIIIYQQQgghxCm5ttcDk6yPed05LDtTvzenmntZsPfuMt7HznVdxuue5bK+/0IIsRZ7gMA8IYS4KBzrZ9l4yPrl/+rmU/OMj/uYO8u3fR1/aPtjL7u2/IO/dWt5919zf3nySd5XCCGEEEIIIYQ4No9+Y/ZYD0xm5ughzvE59D2/rO/pRbku/ZkSQojzwR4cME8IIS4Kx/xZ9pznPLH888+59dTMwds+7+HyOq/zxPJr3u3+8nc/49byoy99rYd8xzfcWP7EH7vz6LdvWW8hhBBCCCGEEOJY6MGseIpD3/PL+p5elOvSnykhhDgf7GEB84QQ4qJw7J9lr/u6Tyyf+ZdvPzX33X7F/af5b/xGD5f//X+7u3zNv+O/RfuaV11bvvCf3Fr+l998b3nmM5/eWwghhBBCCCGEOAZPezA7Xv3Dm45me5/zZD72MJiHNeh1c1lmDdiL9TUNdaZluveY7zOZ533veZ9lZn3LMH3g67PsDKyvEeVQZ77P+bX39wD7+t5e9xn0vRdlvO4z5vscyzDNgxnM4Z75QghxUbGHBMwTQoiLwil+lo3fkP34P3nn0dwPfP97NDP4n37Jg+WvfMrt5VUvuf7UOZGXftv15ZM+/s7yDj/3Aa0XQgghhBBCCCEOwVMPZvFhh3/wwR6EdDUk8rf2H7r3cJ95e+Dnd+ZVmawf07bWR1qkH7P/VrAXW/tZ1d5r0Xovqvl+H51hRvf9fMb76M1oke77+0zUSwghLgrsIYEQQlxU2M+5Q/MRv+/u8kf/4F3qIeOvQP6g//Xe8iVf8Pi/UWuMf7/2Qz7o3vLc5+ivOhZCCCGEEEIIcVjCv8rYPxhBb0ZDIn9r/yrr/ajPWqr5fj97nqr/1vpMi3TUDtF/T6KzRmf0Ossh5le5tbC+kZadIfKq/mt8RpRb0787UwghzpUv+6L4AYEQQlwkxs8z9nPuGLzJG889SH37t3uw/Nk/dWf53v/Mf4v2h773+vI3/tLt5V1+6YNHv5nLegghhBBCCCGEEFu4Eg9mbW+gvgfd+R2PUfXfWp9pkY7a1v6D4SEssxbsl61tj7r3Mcc81PcC+yNRzutG5FmdB33MMw3rWN4yXR21yhdCCCGEEGKG8W/Vvs973Vv++efcWn7ylY8/oB18/VfeWP7w77+7vOmb6LdohRBCCCGEEELsx5X8jdm96Z51aN0sUtVsrc+0SEdta3/GTLYiOqut/azO7KrnnnR7jlyWjbyqP/P3rKmyM72EEEIIIYSY4a3e8uHy0R95Z/kv/+kGfUD7Yy+7tnzOZ91afv2vu788+STvIYQQQgghhBBCdFn1b8z6POpeQyJ/a/9O1noa6G3F94z6Z7O9XvXL8n7fqffaTH3lZ1qk+/5RbQffy6+9hnvvM62T30I13++j+VGG5ff0My3S1/QXQgghhBBiLeOvLv6ff+X95bM//dbyoy99/AHt4Du/8cbycR9zZ3mbt9Zv0QohhBBCCCGEWMfTfmN2vEYPPMxjWfRQZ7XM9xncew91Vsc09DDjtbXgnKxvNdPqWQ495vtM5jHfiHysnfW9t9ZHrYvvObvGPcI8tt8L7Ot7oxZljMjDOvQ7Gu5RZ3nmswzTM00IIYQQQoi9eKM3fLj8/g+9u7zgy/hv0b7mVdeWL/rcm8v7ve+95ZnP5D2EEEIIIYQQQgjGowezlx32AGfPhzrdXnqQJIQQQgghhBAXh1/yix8sn/ZJt5cf/O7r9CHtD3z79eWTP+H28vPf4QGtF0IIIYQQQgghkCvxYHYwHooiLLOGTs+9Z4rXgvefwWqEEEIIIYQQYoZnP/uJ5Xf89nvLF3/+TfqAdvDv/83N5UM+6O7y3OforzoWQgghhBBCCMG5Mg9mhRBCCCGEEEKIrbzdz36wfPyfvLN8z7fw36L94e+7vnzGp91e3vWd7z/6t2tZDyGEEEIIIYQQVxM9mBWrOOZvo+o3X4UQQgghhBDnxjOe8cTyPu91f/lnf//W8pOvfPwB7eAb/sON5Y/873eXN3tT/RatEEIIIYQQQoidHszqwdnV4hTvdzZTnz9xlTn3z7/+fJ43h35/Lvr7rz9fIuPU9/+qv/+6/+fHoe/Jud/zt3rLh8tHf+Td5Vu+5gZ9QPvjL7+2/KO/fWt5z3e/vzz5JO+RcdU/81d9/rlzle6PPgs5+rMqtnDR379zP7/+fFw89J4dD93rHN2f/Xnqwey4uR4MVkR539Ng2csIu/ZBlPM6UvnHYO0Z7PqMLMO8wRrPeprv9z6HmuD3K9Nsfwq2zLfzIyx3KLbOrGqtfzYn8wzmW53HZ3CPOoNlLzLncF3Z/Mizc6Nfad4zH/eoR7D8Frb0jGr9ef2e5dD3+47mPfNxH9HJdXsxstrhre1ttayH9wzMYM7r6EWZju+1GaK+XaJa64s+0w4Fm1VpqCOVx/QZsv4Iy+w1n+kXjUNfx6H6H6Lv+KuL3+1X3F/+9l+/vfzISx9/QDt48TfdWP7UH7+zPO9ter9Fy845NMN7e4MzcCa+YgY15s3C6qP+TNtK1N/w2UiL6GQzP6rvaqivIepb7VHfk2xG5s2wtu6yUN3Dzv3JMlHfLltqB1vni21c9Ht/7uevzneMz/9FfY/t3iAstxeH7n/R8Pce70/mzbC27rJQ3cPq/kR1e3Lo/ofC7g3y6MHsWLCw1zKy/B79LzKd6x/76J6YF/nHZM0ZWI3XcB/NyGZXnvm4jjIXmUNcR3S//H7vuV1s9tr5rO6Q18LOyrQZslrmsfmRZ5rBvEpjGaPbcw9G30P1zjjV3IHNzubPeqhVPtszveq5ltHLYH6HrBZ7szmsFrWtPtt7hm8w3+hkGFV/1Gf7s3zVz2tZvqqvfLZHPfKQbi4iq2XellmzVPM755vNz1L1N4a393zruaXHOXHo69i7/7Hu/xu+wcPl933I3eUFX3aTPqD9qVdfW/7lP7u5vP9vvbe83uvxHgN/zmq/N9E8/+r9SutS9e/M38Ka+VmmU497rx26fhbWzzRco5/t9yLqu8f8Q535HBnXitfLrt1r2f2xfp1MV/d0MhndOReNi3JdF/3en/v5q/Md8nNivffqf8izZhxr5imu7SIQ3Revr7l/V+mej2vF62XX7rXq/viee2K99+p/yLNm4Ew9mD0CeK1brvvU92ztfFa39p5E2azH8MzH9WUDr4td49rr3rPXITn09e15zXvfv6xfdS2V39GRmX6D2fxasOch+p87s++BwbzqXnot6290MlvY0j+rHZ75uEYf917b6rN9RJUbfrcXg9Vu6TeY7em9qn6rz/ZI5u3F7PxDnKl7Bp+rzpf1NTqZiJnakWX5LfONPXqcA4e+jkP1P+b9f6df9GD5S3/+9vLK77pOH9K+7DuuL5/yZ28vv+AdHzxWi+eMznzIa/G9be9fvV9pXar+nflb6PRHbayzmk49W0datfdaJz8D62cartHHfaRtJeq5x/xDnPecwevt3L/O/Vl7Dw/Ze4ZjzDgEF+HcF/XeGud+/nM4355nOMX1HGvmuX+WTkV0X5g+ew+v2j3H6+3cv3O4P3ue4RTXgzOvzRxgZLN85DF9Zu5FB691y3Wf+p6tnc/q1t6TLBt5QzcP15eN6rrWXrevO9f7t9f1Rex53Ye4h1FPpqNW+R0dma2dmb+FQ/S8SFTX331/cD9zT9fO34ut/aP6oZuHa/Rx78nyVS3SyWYZ82Zmeljtln6D2Z7eq+pn+w9maqpeezEz/xBnynqi53PV+bK+SDfnme0f5dfON7bWnwOHvoZD9j/F/X/Ws55YPuD97i3/5vNvPvqNWfaQ9iu/+ObyoR98d3n95z587IzRmQ91Layvaf41Y+35fN0hZzFYr0qzNdP8mmkz2c4eNeZtIZqF83wmqvHaVqKe3flDy86VeZeN6lqj++c1ZO3969at7d/l0P0PxUU590W9v8a5n//U59tz/imu5Rgzz/0zdEqie8P0SMvub+ZdNqprje6f147JnvNPcS048+QPZq1ntMd85DHfMtWe1Ue6B3MZVV3mIZmPPVjO+yxTEdX4nrjGDFvj3uq8j6zxsCeuve91D8t5ze9ZznvM95kZb9bvgDVZf9QRzGAW1z7LNK8jmVdR9fV4j+WZhjAPaxDMRLms3oNZVrd2RubP9DRtvBpsj/mu532WqXyfyXymeTCDOdwz3+eYZ2TeoFsbrSu2zkdmfcswfeDrWZZppps3W2ugH60rOtkos3amh9WaNl4Nn5kl6sH0roZk/sxs1Mcry5ieeVXO/K7uNetroMd8zGQeUnlsjXur976R6ViHa9uzHMLynkg3rPfa+gzs7ft4vcp4b4as9hD9sZ+tfcZ7zLcM0wdVvfd9JvOMt33eg+X//hN3lu9+Ef8t2v/6/deXl333b1x+xbvcf/Rv146aqBfqfi6uZ2F12BdfI9bOHvjaTq8t8zysV6XZmml+zbSxRjDX9SONeVuIZuE8n4lqvLaVqGd3/tCyc1Ueq0ctylSekWXQQx/3zPe5LGNEXlYzyOqMyLfXKDOoPA/zsIb5Ua7yIzCf1ZoX+YMog/ssw3Tms1zmMT/KMM10W2PO771ma0aUtT6+PtNMx70nqvMe+l7ze5bzHmYiPapDPct1faZ5PdOQzEdvLw7VF8lmZNeHHvpeRzp+1MfrPmP+nkR9mR5p2dkqj9WjFmUqz8gy6KGPe+b7XJYxIi/To56oZ7muzzSvZxqS+ejtBfadejBbEfWyi0GiDO7Zmmnej/JRTVXfrYvo1lT9Ip/p1cxqFiOrqeaZzjymZz2YPshqzMO1J9IH3mN71KI107b6mYZUfkZ1nlm96pf5LJ/pXUZ91mNmLmqVn2mRPlPv8bmZXtWMzM96eqIM7tl6Vov0mf6Vn2mR7vv7jPcjr6MbmR/Nq3oia+czvTpDV4v02XrzcO2pvGpd0cnOzp+F1Q7N63vPMKL5Hc2IvKHvUZflIt17LFvVe9DHvNcqP9OQ4WeZyGd6lPOagR7rxbRo771KH1T9I61DpxfuMy/TKrKazsyKqGboWX9W19UiPetf7SPNeMYznlje+z3vL5/7d28tP/GKxx/QDr7pq28sH/URd5f/9B//Ne2RnSGbnRHVme5fPUOPvA6sttNvy0wk6lOdi60jn2kz2c4eNeatJeo1dJznc6yOaRHW08NyXov0KJvR7c/2WaaqZ1pW77Wx3lKPGtONzBus9f3cLNfVuxqytv9YM7yPe1t39kyL+s3Wrtl7rfIzzXTv4b7qVa3Ha5Rh+xnNyHp2eo19VNOpjzQk8ofuvdl9pEU6alv9ipFlsJzX9iTr7z3cV2et1jO+92ztM6wmwuo9LOe1SI+yGd3+bJ9lqnqmZfVeG+st9agx3ci8QeSzvrP7SIt01Lb6FSPLYDlb7/pgdlANjMgyVU/vV/mMkcv6ReuMbk3VL/KZ3p05Q+d8USY7D6vp9GFkvfyrZ1ZHsgzzUKv6V/WZhlR+htVmPSJvzbmyXmvndJntz3TUKj/TIn0mi3R7relfzR7MzEJm587MqbJRnVH5xp7zs16Zx3SkqvV+pyeS5avZkVb5mZbpjKyvf43o9PB6ly2zo/0Mnf6R1iGri7yZ+Z1zzZ5hixbpW7OorfEZVW74USabx2o6fTzD6/ZCzfssb3T7M7o5T3fm0GayXquIatb0Ysz0R63yMy3Ss/7VPtIYb/HmD5f/4w/dXV70ghv0Ae1Pvfr28o8/+9byXu9xf3nyydfWRTO7cxlRLfbtzKj8CFbnNZuPOqtbQ9SH6dF8W0c+02ayTMt87429gXqHqMZ0/+r9SttK1HPP+VXd8H1mZn63Hqn6b/U9h/AGkc/0PbKeKneImYOZ+qF7r5plfpUbdPpXe68xP6LqxbQZn62rer9neaPTy9Op2WvmbJ9IRy3riezZf8bfi0P0RKL+1dzq+qv1jO89v860rUQ995xf1Q3fZ2bmd+uRqv9W37O3V83PeiJ79p/x9wJ7XooHs7Y3UEef6QbW+izuo3XGXrnIHzojy6DXpaqLeldatybTjayXf/XM6kiWYZ7Xxh7xHu5nNKTyM6w261F5iPdwzzSsY/lMXwPrNTMXtW6vtf07+uBU/ZGZWcjs3Jk5Q2dkGfQ6vmW6OmqVb3vTWD7TkarW+52eSJavZkda5WeaMTyEZQbMM82/ZvhMVNvphVR55g8twmcrWE1Xq6hqIv8QZzrErK09I73SOjVjj6CHGaYP0PM5VpflIy3TB8Pr9kLN6hhYY9mOxujmPHYWT5SLdI/PVUQ1a3oxZvqjVvmZFuleG3sDdfM6Wsb4q4tf9A2fsfytv3p7+ZGX8r/q+MXfdH35vz72zvKz3+bxf4t2EJ2vS1ZrXrf/mnOwmo62ZhYj6lOdga0jn2nMR9bUm1bVzhDV+Vk+x+qiXluIeu45P5thns+wGpaZqUeYj9pWnxH5Wd2ePWfnDx2JMkw3sjoGyzJY1mvYk3m491htlkOf5cyvPCTLoIcwr9JmfLau6v2e5Y1OL0+npprJiLJMH8zUoJb1RPbs730G5vfgED2RqH81l/moVesZ33t+nWlbiXruOT+bYZ7PsBqWmalHmI/aVp8R+VndTA1qWU9kz/7eZ2B+D7DnNS8YWwb72k6vLFOdb+/+2T5aZ+yVi/xuf2RNzSCrGx7zK21NTYbP2d6/emZ1JMswr+qJfrd+pucaRn3WY6Y/Zlld5kdzIr2imp9pkY7aoft7Dpmf7cPwuU7d7NyulukZVc3W+ajN+iyf6Z6snnldzcj6d3XUKj/TIrKs92zvX73f0WayXjPWekYnE9E96+yMLefuzM/6d+qRTu+ZnjPZgfeq+tn+g9mabF7Vq/I9kTf0bq81/Q3vV3mjm/PM9GfZtXORrMcp+qNW+ZkW6VV/ZGZWBObf4PUfLh/2u+8uX/UlN+kD2p969bXl1d///OV//W33lmc96+k9ZucaVZ35LNfVMrK896r9Gmbme42dJ/O9dmyf5SuyGvP8q/crbStRz73n+9rZvdfW1COz/b221fdEXlYzmKlbMx+Z7TmI/M68jOos3q/2nqwX07b075LVdOajNuOzdVWPGtM9PlPVRLOyPVL190T5GR217vw9+1f+ITjknKx3NZf5qFXrGd97fp1pW4l67j3f187uvbamHpnt77WtvifyZnTUslnInv0r/xDgHPpgNjrI0DuH7PZDsgzz2AwEPfO9ZqDH6r3P1hl75SKf6ahV/gydM/hMZ/6amoiol3/1ZP2jntEeYR5qW/1MQ6qeFTP9Kz07y9hHvveQSK9gdZUWrW0/46PutUiPsgPvdepxP9MbyTwkmx0xO7erRTpqW/1Mi/SZ/n7N8uYx3TNb7/Vqztb+Xqv8TIv0KDvwnu39q/fXaEyPckbmV7UDNq9TN4hyrCeus/7M62oGej5X9ap8D+tf9ZvVo+zAe1X9Vp9pM/WV39kjVb/KZ3sk8wZr+0d9hx55g04v3GdepmVU+c7MjCzPPNQqP9Mi3Wtjj3gP95GWEeV/0S94sHz/i99vecWL+W/Rvvw7ry9/8f+5vXzj13/OUzWzswdVjfks19Uysrz3qn2kZew5f+xRm6332qHrO2Q15vlX70f7vYj6ducPvXO2rB/rwXr6GlxXeb+v8rP+2M/UeyIvqxlkdejN9mH5roagH60zLWJks37e877p0T7z/H6svY8686M8W2easbX/2Ec+W2d5xOciWMZruJ/Nezr1SOTN6F6r9pHG9LFHbdaPtK1EPf15PJU/mPVxz2ojn61nfO/5daZtJerp9SzXOVfWj/VgPX0Nrqu831f5WX/sZ+o9kTeje63aRxrTxx61WT/StoI9Hz2YNdEwzVP5BmasJqpDfybnPdyjhjWGz2IuWmfeWEdYJsthhmUrn2Uyz/uz+HrsaesowzyWYZ7XIjCL/fCVZRDzEOaj5j0ky3jP+yyTed5HKj8jqrOeyIzvM7j3fuYh5nWYqY98X+tzmY8e6kjlI973tQZmMOd19BCW8RoDc1k/78/kMs/7LJN5e/ssw/SO5tc+7z1G5Gd13d4Dlqnq0WeZzPferO9BH/P4yjKIeUikD6pahGWw3uhmcB2BNVE+8qK8gXUIy3kNyeoYWQY9D6u1V1ZrOsK8TEOqbKWhzjzvI95nNZWGOlL5hvexxtY+U3ner3KRzupQz3zUPFjrs6hVGeZVdPOH6M96VhrqzPM+y3gP90zDWpbP6ORf+MKvWL7tWz7+0W/Kjt+YZQ9px2/Yfud/+ePLf/yaL5s6QydrmSg7dIRlIjr5qDfqHsxlZFnf02cz3fuGzzEyH+ujXOZ7ryKrwZ746teI1e5FNiPzPJVvsAzWsrXtK82vEdMrD/21WuajzvC+r13jYw49Bqv3zPhI5GMt8zMsn9WiF+VMR89rfu9zfm17W0ea1RiZ530P+qymo+Ge6VnNWDMyD4ly1p/56KHvdfSQTsbwvq9Fv6t1deb7DO7X+Kjvge/t+zMN6fhM91gflkcPfa+xNdM6Wa9n2hawn++beZ7KN1gGa9na9pXm14jplYf+Wi3zUWd439ei39W6OvN9BvdrfNT3wPcePPVgdm9Gc6YfAjbrmPOvIqd+fyv0/ourzLl//vXn87w59Ptz0d9//fkSGae+/1f9/df9Px6HvtZzv5fsfHueebbX2z7v4aN/a/a7XsR/i3b8G7Wf9dduL7/yXe8/+rdrWQ/k1Pf/qs8/d3R/Hkf3JEd/pvuc+1nZ+Q595mPek+6smTMd8/xrOPfzXSX0Xpwfek9ydH+2cSkezA7GPIRlxNVBnwFxlTn3z7/+fJ43h35/Lvr7rz9fIuPU9/+qv/+6/+KYjPcbYZlj84xnPLG813vcX/7J37m1/MQrHn9AO/jmF95Y/o8/dHd5izd/SHsIIebRz/+cU9+fi/L+2P9/cu7nxXMe46zHuh+da6p8xmz+2Jz7+YQ4JfrzkaP7s42DPZgVQgghhBBCCCHE8XnzN3u4fNRH3F2+6atv0Ae048Ht5/7dW8t7v+f9Rw90WQ8hhBBCCCGEEPujB7PibMD/Kwv9X1yIU3LMz58+60IIIYQQ4lCMv7r4l/+y+8vf/Cu3l//6/fyvOv7uF11fvvc7fvfyts97QHtE6H+/iXNB//tNCCGEEEJs/d8nW+tn2OXBrP7DNEf3p+aYH/pZ9P5dLU7xfmcz9fkTV5lz//zrz+d5c+j356K///rzJTIu+/2/qp+v13/uw+VDP/ju8pVffJM+oP2pV19b/s3n31w+4P3uLc96Fu9h4D08t/upnx9Xi1O839lMff7EVebcP//683neHPr9uejvv/58iQzd/6ffgzX3Y2v9LNfGEA8LVqytuyxU97C6P1Hdnhy6/xbwbLPntHuHrMlkRHnf02DZywi79kGU8zpS+cdg7Rns+owsw7zBGs96mu/3Poea4Pcr02x/CrbMt/MjLHcots6saq1/NifzDOZbncdncI86g2UvMudwXdn8yLNzo19p3jMf96hHsPwWtvSMav15/Z7l0Pf7juY983Ef0cl1ezGy2uGt7W21rIf3DMxgzuvoRZmO7zVPVBfhfV/L/GyPYI8o533ce1jN3hy6f8Y3fN0/XD7lz95eXvYd/LdoX/Hi68unfuLt5Rf/Qv5btHj22euwe4usyWREed/TYNnLCLv2QZTzOlL5x2DtGez6jCzDvMEaz3qa7/c+h5rg9yvTbH8Ktsy38yMsdyi2zqxqrX82J/MM5ludx2dwjzqDZS8y53Bd2fzIs3OjX2neMx/3qEew/Ba29Ixq/Xn9nuXQ9/uO5j3zcR/RyXV7MbLa4a3tbbWsh/cMzGDO6+hFmY7vNSSq25ND98/A2WvOsaV+5D1V5tFvzPqg33dYU3NRsZuHe/SZVt0f33NPrPde/fc+K/ba0jeqZfrsnCy/R/+LTOf6xz66J+ZF/jFZcwZW4zXcRzOy2ZVnPq6jzEXmENcR3S+/33tuF5u9dj6rO+S1sLMybYaslnlsfuSZZjCv0ljG6Pbcg9H3UL0zTjV3YLOz+bMeapXP9kyveq5l9DKY3yGrxd5sDqtFbavP9p7hG8w3OhlG1R/12f4sX/XzWpav6iuf7Rkzc6I1Y/iWwTX6uPda5bO9Z/hVZi3We6/+s70w+8IX/vvl/X/rveVf/NObj35jlj2k/eovvbn8vg+5u7zB6z98rH7LNUS1TJ+dk+X36H+R6Vz/2Ef3xLzIPyZrzsBqvIb7aEY2u/LMx3WUucgc4jqi++X3e8/tYrPXzmd1h7wWdlamzZDVMo/NjzzTDOZVGssY3Z57MPoeqnfGqeYObHY2f9ZDrfLZnulVz7WMXgbzO2S12JvNYbWobfXZ3jN8g/lGJ8Oo+qM+25/lq35ey/JVfeWzvWf4VWYt1nuv/rO9MLvmDFvrjaiW6fTBbKRlbDnwRQSvt3P/zuH+7HmGc7geT3Qmps+eP8vv0f8ig9e65bpPfc/Wzmd1a+9JlM16DM98XF828LrYNa697j17HZJDX9+e17z3/cv6VddS+R0dmek3mM2vBXseov+5M/seGMyr7qXXsv5GJ7OFLf2z2uGZj2v0ce+1rT7bR1S54Xd7MVjtln6D2Z7eq+q3+mzPGJksF3lVb+yLa/TZekZjmWOz5xn26PW8t3m4/Kk/fmd58Tfx36L9kZdeW/72X7+9vNuvuP/o365lPWaIzsz02evL8nv0v8jgtW657lPfs7XzWd3aexJlsx7DMx/Xlw28LnaNa697z16H5NDXt+c1733/sn7VtVR+R0dm+g1m82vBnofof+7MvgcG86p76bWsv9HJbGFL/6x2eObjGn3ce22rz/YRVW743V4MVrul32C2p/eq+q0+25+CPc9wDtczS3Rmpk89mB1a1HyQeZeN6lqj++e1Y7Ln/HN8r7fe85HN8pG3de5FB691y3Wf+p6tnc/q1t6TLBt5QzcP15eN6rrWXrevO9f7t9f1Rex53Ye4h1FPpqNW+R0dma2dmb+FQ/S8SFTX331/cD9zT9fO34ut/aP6oZuHa/Rx78nyVS3SyWYZ82Zmeljtln6D2Z7eq+pn+w9ma8zrZLq6MXzs7/O4z7yKmewh2HP+nr2efPKJ5T3f/f7yj/72reXHX/74A9rBt3zNjeWjP/Lu8pZv8dO/RbsGdubZ9y/LR97WuRcdvNYt133qe7Z2Pqtbe0+ybOQN3TxcXzaq61p73b7uXO/fXtcXsed1H+IeRj2Zjlrld3RktnZm/hYO0fMiUV1/9/3B/cw9XTt/L7b2j+qHbh6u0ce9J8tXtUgnm2XMm5npYbVb+g1me3qvqp/tP1hTc2j2nH/qa1nDzHtytAezVuszqEWZyjOyDHro4575PpdljMjL9Kgn6lmu6zPN65mGZD56x4LNnTlLdfbIy+Zaz2iP+chjvmWqPauPdA/mMqq6zEMyH3uwnPdZpiKq8T1xjRm2xr3VeR9Z42FPXHvf6x6W85rfs5z3mO8zM96s3wFrfH2nL2Ywi2ufZZrXkcyrqPp6vMfyTEOYhzUIZqJcVu/BLKtbOyPzZ3qaNl4Ntsd81/M+y1S+z2Q+0zyYwRzume9zzDMyb9CtjdYVW+cjs75lmD7w9SzLNNPNm6010I/WFZ1slFk708NqTRuvhs/MEvVgeldDMn9mtmHe3n0Hw8f+Pm9a5OE+I8pGvdGrcl2faV7PNCTz0Zvhzd704fKRf+Du8g3/4QZ9QPuTr7y2/LO/f2v5Tb/h/vKMZ/AeEexcM2etri3ysrnWM9pjPvKYb5lqz+oj3YO5jKou85DMxx4s532WqYhqfE9cY4atcW913kfWeNgT1973uoflvOb3LOc95vvMjDfrd8AaX9/pixnM4tpnmeZ1JPMqqr4e77E80xDmYQ2CmSiX1Xswy+rWzsj8mZ6mjVeD7THf9bzPMpXvM5nPNA9mMId75vsc84zMG3Rro3XF1vnIrG8Zpg98PcsyzXTzZmsN9KN1RScbZdbO9LBa08ar4TOzRD2Y3tWQzJ+ZbboReVWu6zPN65mGZD565wI7V3TW3f4q40FU43W2zzJVPdOyeq+N9ZZ61JhuZN4g8lnf2X2kRTpqW/2tjF4Mlutoa4l62XmQKIN7tmaa96N8VFPVd+siujVVv8hnejWzmsXIaqp5pjOP6VkPpg+yGvNw7Yn0gffYHrVozbStfqYhlZ9RnWdWr/plPstnepdRn/WYmYta5WdapM/Ue3xuplc1I/Oznp4og3u2ntUifaZ/5WdapPv+PuP9yOvoRuZH86qeyNr5TK/O0NUifbbePFx7Kg9zbF3RyUaZtTM9rHZoXt97hhHN72hZ3vQ1dQP0sv4zujF8y+AafbZm+4wqG/lDr+ZW+0iLdNS2+msYf3Xxu77zg+UzPu328sPfx/+q45d88/Xl4//kneXrv/bzHs3z+J5dbS1RLzsPEmVwz9ZM836Uj2qq+m5dRLem6hf5TK9mVrMYWU01z3TmMT3rwfRBVmMerj2RPvAe26MWrZm21c80pPIzqvPM6lW/zGf5TO8y6rMeM3NRq/xMi/SZeo/PzfSqZmR+1tMTZXDP1rNapM/0r/xMi3Tf32e8H3kd3cj8aF7VE1k7n+nVGbpapM/Wm4drT+VV64pOdnb+LKx2aF7fe4YRze9oRuQNfU2dMdN3dh9pkY7aVv/QjFkMlutog10fzA6quuH7zMz8bj1S9d/qe/b2qvlZT2TP/jP+sTjGOdbOyDJVT+9X+YyRy/pF64xuTdUv8pnenTlD53xRJjsPq+n0YWS9/KtnVkeyDPNQq/pX9ZmGVH6G1WY9Im/NubJea+d0me3PdNQqP9MifSaLdHut6V/NHszMQmbnzsypslGdUfnGnvOzXpnHdKSq9X6nJ5Llq9mRVvmZlumMrK9/jej08HqXLbOj/Qyd/pHWIauLvJn5nXOtPQMSZWZ0w3z/6v3K65DlI4/pqHXPsGf/GX8rz33Ow+VDPuju8hX/+iZ9QDv44s+/ufyO335vefazeY/Boc85WDsjy1Q9vV/lM0Yu6xetM7o1Vb/IZ3p35gyd80WZ7DysptOHkfXyr55ZHckyzEOt6l/VZxpS+RlWm/WIvDXnynqtndNltj/TUav8TIv0mSzS7bWmfzV7MDMLmZ07M6fKRnVG5Rt7zs96ZR7TkarW+52eSJavZkda5WdapjOyvv41otPD6122zI72M3T6R1qHrC7yZuZ3zrXmDIOZmahlPZE9+8/458LMOY/2YHbo5vkMq2GZmXqE+aht9RmRn9XN1KCW9UT27O99BuaPAZu59znWzsgynZ5jb6COPtMNrPVZ3EfrjL1ykT90RpZBr0tVF/WutG5NphtZL//qmdWRLMM8r4094j3cz2hI5WdYbdaj8hDv4Z5pWMfymb4G1mtmLmrdXmv7d/TBqfojM7OQ2bkzc4bOyDLodXzLdHXUKt/2prF8piNVrfc7PZEsX82OtMrPNGN4CMsMmGeaf83wmai20wup8swfWoTPVrCarlZR1UT+Ic60ZdZMbaYb5vtX7zOq3p41vZiOWvcMe/b3PgPze/Hz3+HB8smfcGf5gW/nv0X7yu+6vnzaJ91efskvfvBYLTvT3udcOyPLdHqOvYE6+kw3sNZncR+tM/bKRf7QGVkGvS5VXdS70ro1mW5kvfyrZ1ZHsgzzvDb2iPdwP6MhlZ9htVmPykO8h3umYR3LZ/oaWK+Zuah1e63t39EHp+qPzMxCZufOzBk6I8ug1/Et09VRq3zbm8bymY5Utd7v9ESyfDU70io/04zhISwzYJ5p/jXDZ6LaTi+kyjN/aBE+W8FqulpFVRP5hzjTzCxjpga1rCeyZ3/vMzB/DrAzRefc/cHswNfO7r22ph6Z7e+1rb4n8mZ01LJZyJ79K/8UROeozj+Lr+30yjLV+fbun+2jdcZeucjv9kfW1AyyuuExv9LW1GT4nO39q2dWR7IM86qe6HfrZ3quYdRnPWb6Y5bVZX40J9IrqvmZFumoHbq/55D52T4Mn+vUzc7tapmeUdVsnY/arM/yme7J6pnX1Yysf1dHrfIzLSLLes/2/tX7HW0m6zVjrWd0MhHds87O2HLuzvysf6ce6fSe6ZnNGpjvX70fwfysJvJmdNSyWcie/Sv/0DzzmU8sv+233Fu+6HNvLq951eMPaAcv+LIby+//0LvLG77Bw0c10Tmr65vF13Z6ZZnqfHv3z/bROmOvXOR3+yNragZZ3fCYX2lrajJ8zvb+1TOrI1mGeVVP9Lv1Mz3XMOqzHjP9McvqMj+aE+kV1fxMi3TUDt3fc8j8bB+Gz3XqZud2tUzPqGq2zkdt1mf5TPdk9czrakbWv6ujVvmZFpFlvWd7/+r9jjaT9Zqx1jM6mYjuWWdnbDl3Z37Wv1OPRN6Mjlo2C9mzf+WfI9E5mU4fzGYNIg/J+rEerKevwXWV9/sqP+uP/Uy9J/JmdK9V+0hj+tijNutH2qGJZno9y3XO3e2HZBnmsRkIeuZ7zUCP1XufrTP2ykU+01Gr/Bk6Z/CZzvw1NRFRL//qyfpHPaM9wjzUtvqZhlQ9K2b6V3p2lrGPfO8hkV7B6iotWtt+xkfda5EeZQfe69TjfqY3knlINjtidm5Xi3TUtvqZFukz/f2a5c1jume23uvVnK39vVb5mRbpUXbgPdv7V++v0Zge5YzMr2oHbF6nbhDlWE9cZ/2Z19UM9Hyu6lX5ntn+mRbpqNnav3o/Ymt+jV7N7NRE+tijNutH2qF4m7d+uHzcx9xZvvMbb9AHtD/y0mvLZ3/6reWbv/HTH/3btb6eXR/uUe9cV7cfkmWYx2Yg6JnvNQM9Vu99ts7YKxf5TEet8mfonMFnOvPX1EREvfyrJ+sf9Yz2CPNQ2+pnGlL1rJjpX+nZWcY+8r2HRHoFq6u0aG37Gd9gWqRH2YH3OvW4n+mNZB6SzY6YndvVOtmtfqZF+kx/v2Z585juma33ejVna3+vVX6mRXqUHXjP9v7V+2s0pkc5I/Or2gGb16kbRDnWE9dZf+Z1NQM9n6t6Vb4n8mZ0r1X7SGP62KM260faqYnO5PWxvzb+Hw+GkMo3WAZr2dr2lebXiOmVh/5aLfNRZ3jf16Lf1bo6830G92t81I+Bn83mZ55R+QZmrCaqQ38m5z3co4Y1hs9iLlpn3lhHWCbLYYZlK59lMs/7s/h67GnrKMM8lmGe1yIwi/3wlWUQ8xDmo+Y9JMt4z/ssk3neRyo/I6qznsiM7zO4937mIeZ1mKmPfF/rc5mPHupI5SPe97UGZjDndfQQlvEaA3NZP+/P5DLP+yyTeXv7LMP0jubXPu89RuRndd3eA5ap6tFnmcz33qzvQR/z+MoyiHlIpA+qWoRlsN7oZnAdgTVRPvKivIF1CMt5DcnqGFkGPQ/6rKared2Dvq2ZhvuIbm7gM1hrMC/TujrzfQb3a3zUj8mTTz6x/Ppfd3/5nM+6tfzYyx5/QDv4by9/8+W7v+33L2/1lj/9W7RG5+zda8OM1UR16M/kvId71LDG8FnMRevMG+sIy2Q5zLBs5bNM5nl/Fl+PPW0dZZjHMszzWgRmsR++sgxiHsJ81LyHZBnveZ9lMs/7SOVnRHXWE5nxfQb33s88xLwOM/WR72t9LvPRQx2pfMT7vtbADOa8jh7CMl5jYC7r5/2ZXOZ5n2Uyb2+fZZje0fza573HiPysrtt7wDJVPfosk/nem/U96GMeX1kGMQ+J9EFVi7AM1hvdDK4jsCbKR16UN7AOYTmvIVkdI8ug56lq0e9qXZ35PoP7NT7q54A/Gzuf9x79xuwhYMPFa9H9udgc8/1js/T5OSynfn8r9P6Lq8y5f/715/O8OfT7c9Hff/35EhmX/f7r83VY3vRNHi5/+PffXb7+K/lv0f7kK68tn/cPbi3v8173ltd9Xd5jC8d8f9ksfb4Oy6nf3wq9/+Iqc+6ff/35PG8O/f5c9Pdff75Ehu7/eaMHsydC9+dic+z3b8xDWEZcHfQZEFeZc//868/neXPo9+eiv//68yUyLvv91+frOIy/uvhdfumD5dM/9fbyQ997nT6k/Z5vub782T91Z/k5b/uA9ljDsd/fMQ9hGXF10GdAXGXO/fOvP5/nzaHfn4v+/uvPl8jQ/T9vDvZgVgghhBBCCCGEEILx3Oc8sfye33lv+fJ/dZM+oB18yRfcXH7nb7+3PPvZvIcQQgghhBBCXDT0YFZQjvl/UaH/6w0hxFUHfw6u+Zm4tV6IvTjm50+fdSGEOCxb//tipv4df96D5ZM+/s7y0m/jv0X7g999ffnLn3x7ef477fdbtOLqcMz/ZjjmLCGEEPPM/PcJY2u9EHtxzM+fPuv703owqxt/tTjF+53N1OfvvNH7k3PR789Vf3+Pcf04Y828rfWH5NzOIw7LKd7vbKY+f+fNod+fq/7+6/N/3lyE9wfPuOa8a+uf+cwnlt/6PveWL/wnt5bXvOrxB7SDr/l3N5Y/8GF3lzd6w4e0R8VFuP9iP07xfmcz9fk7bw79/lz191+f//PmKrw/eI1rrndr/SG5Cu+feC2neL+zmfr8zdP+jdno5g6dwbKXEXbtgyjndaTyj8HaM9j1GVmGeYM1HvbEV59n2mXArsuuze99DrU9iXpnZ8noZDOf1Xc19CKd1bE95nCfMZNF2NxZovqq7x6zKw7dP+OY17Zm1pb6kfesyWREed/TYNnLCLv2QZTzOlL5x2DtGez6jCzDvMEaD3viq88z7TJg12XX5vc+h9qedHtnueyMVf+sdi8O3T+jOzvLbb1HW+sHrN76erq+z3kdvSxTkdWu7Xks8HxrzrqlfuQHX/ufvmB5ybd/2PJjr3gT+oD2Na+6u7z8Je+xfPM3/rX/kf9q2isiOpPN9rDsZYRd+yDKeR2p/GOw9gx2fUaWYd5gjYc98dXnmXYZsOuya/N7n0NtT7q9s1x2xqp/VrsXh+6f0Z2d5bbeo631A1ZvfT1d3+e8jl6Wqchq1/a8KOD1rbnWLfUj71mTyYjyvqfBspcRdu2DKOd1pPKPwdoz2PUZWYZ5gzUe9sRXn2faZcCuy67N1psfzA6Yl+UvG53rH/vonpgX+cdkzRlYjddwH83IZnc8/4oMLesxw5699sCfhZ3t0GfOerPZuGe1pkW5br1fM23Wn91HGmPkulkEa9bWZ7OrnlntVqz3Xv3X9NprNgN7r5mztd6Iapk+OyfL79H/ItO5/rGP7ol5kX9M1pyB1XgN99GMbHbH86/I0LIeM+zZaw/8WdjZDn3mqrfNj3Kos0xUZ2S9t2K99+q/pleVt55RDvWqF2OPeoN5mdapyfKd+oqsf6SdC9XZK7bWG1b75JNPLO/+a+4vf/9v3lp+7GWPP6Ad/LeXv9nyxz/qzvIz3qr3W7TZuZi35TouGp3rH/vonpgX+cdkzRlYjddwH83IZnc8/4oMLesxw5699sCfhZ3t0Geuetv8KIc6y0R1RtZ7K9Z7r/5relV56xnlUK96MfaoN5iXaZ2aLN+pr8j6R1qHUbe29lD4M0XrLlvrjaiW6bNzsvwe/S8ynesf++iemBf5x2TNGViN13Afzchmdzz/igwt6zHDnr32wJ9l7PVgdgfwWrdc96nv2dr5rG7tPYmyWQ/z/OshOcaMLniWLec6VO3wvI/7aO2JvE59lmE1Vc/IZ9lM94xcN2vM5jO2nv+QHOM6I87h+g/NzHu/5/3bo/9FBq91y3Wf+p6tnc/q1t6TKJv1MM+/HpJjzOiCZ9lyrmPUslxH23K2vdjzDLO9unmW62oRW+uRTl2V8f5sPtIiOvUz/Q7FOZwhg53vTd744fLib/0jy9d+xQ36gPa//+C15fP/4a3lt7z3veV1X/fptUh27cw793u1J3itW6771Pds7XxWt/aeRNmsh3n+9ZAcY0YXPMuWcx2jluU62paz7cWeZ5jt1c2zXFeL2FqPdOqqjPdn85EW0amf6efZUnsoLtKZmD57/iy/R/+LDF7rlus+9T1bO5/Vrb0nUTbrYZ5/PSTHmNEFz2Lrpz2YHWJ24MhjetbnsoHXuuW6T33P1s5ndWvvSZaNPNP96yE5xowue133oerZ+TprT+R16rNMVGMwn/Vb0wfp9vHM5jOyXnvOWcOxrjPi1Nd/aNj1zVzzyGb5yNs696KD17rluk99z9bOZ3Vr70mWjTzT/eshOcaMLntd9zHqWWaLdkz2nL+mV6eme99m5m+tRzp1Vcb7a84yU8OyXe2YnHp+RXXP3vn5D5a//hdvL6/+nuv0Ie1PvPLZy/d95wctb/92D57Ww4iuv5p72cFr3XLdp75na+ezurX3JMtGnun+9ZAcY0aXva77GPUss0U7JnvOX9OrU9O9bzPzt9Yjnboq4/01Z5mpYdmu1mFt3SG5KGeaOefIZvnI2zr3ooPXuuW6T33P1s5ndWvvSZaNPNP96yE5xowu7LoP/mDWekZ7zEce8y1T7Vl9pHswl1HVZR6S+diD5bzPMhVRje+Ja8ywNe6tzvvIGs90/4q+gTp63VyUiTzcR2vcI+ZVVDUzfpTrZryGOvp+jZjuibyZ+siv6jLN+mY9Bpnv+6FXYfnxavhMl6w28rK5qGe5rs80r2cakvnoYYZpXkfN1gysOQfYmWbOWV1X5GVzrWe0x3zkMd8y1Z7VR7oHcxlVXeYhmY89WM77LFMR1fieuMYMW+Pe6ryPrPFM96/oG6ij181FmcjDfbTGPWJeRVUz40e5bsZrnm7dTP+hG5FX5bo+07yeaUjmo4cZpiMs09UittYjVd0a37TxavgMUvkelp/RvM401NHzmt97zXvnBDsX0577nCeW3/077i3/9l/cpA9oB1/6hTeX3/UB95bn/I+s1UXXnc0drwbbYz7ymG+Zas/qI92DuYyqLvOQzMceLOd9lqmIanxPXGOGrXFvdd5H1nim+1f0DdTR6+aiTOThPlrjHjGvoqqZ8aNcN+M1T7dupv/Qjcircl2faV7PNCTz0cMM0xGW6WoRW+uRqm6Nb9p4NXwGqXwPy3c1Y3ge9HzGPMwwz+t+z3LeYz7LnBp2pplzVtcVedlc6xntMR95zLdMtWf1ke7BXEZVl3lI5mMPlvM+y1RENb4nrjHD1ri3Ou8jazzT/Sv6BurodXNRJvJwH61xj5hXwWraf5XxIBqGjY0og3u2Zpr3o3xUU9V36yK6NVW/yGd6NbOaxchqqnmmM4/pWQ+mD6oa/+rJdO/hntV1fe+xuqy+Q9YHWeszvat53dZM82tP5M3Ur/ErzdYsh2Q+69dl5H3NbA8jq6t6Rv7QvTe7j7RIR22rn2mRHvWP1odkzGGwXEdbS9TLzoNEGdyzNdO8H+Wjmqq+WxfRran6RT7Tq5nVLEZWU80znXlMz3owfVDV+FdPpnsP96yu63uP1WX1HbI+yFqf6V3Ns6VX1T/yh+692X2kRTpqW/1M8+zZy9haj1R1a/yheb2b6xD16miR7rXOHjXvR9oxsLN5WK6jIT/v7R8sn/hn7izf/638t2hf9ZLry1/9lNvLL33+g7CXnQeJMrhna6Z5P8pHNVV9ty6iW1P1i3ymVzOrWYyspppnOvOYnvVg+qCq8a+eTPce7lld1/ceq8vqO2R9kLU+07uaZ0uvqn/kD917s/tIi3TUtvqZ5tmzl7G1Hqnq1vhD83o31yHq1dEiHbWx9hnvRx5qUU2UZ+tMOxRjFoPlOtpaol52HiTK4J6tmeb9KB/VVPXduohuTdUv8plezaxmMbKaap7pzGN61oPpg6rGv3oy3Xu4Z3Vd33usLqvvwPpMPZgdrD1Elql6er/KZ4xc1i9aZ3Rrqn6Rz/TuzBk654sy2XlYTacPI+plOq49Mzpqe/q2rupn6Paq5kT+zPlYFjVbM82vPZE3U5/5hs+wGtSiNaPqxfYVnZ5dqrrMj7zqfNVMY8/+M36lz/SP1udAdR17sHZGlql6er/KZ4xc1i9aZ3Rrqn6Rz/TuzBk654sy2XlYTacPI+plOq49Mzpqe/q2rupn6Paq5kT+zPnWzOhqmT6YqUEt64ns2X/G7+hGt1fVB9laj2R1Vc/Inz1fNccz07+bRS3qheyVOSXVfcgY/77s+/6me8v/+49uPfp3Z9lD2v/45TeWF3/rRy1v/EYPn1a79d5V5/Z+lc8YuaxftM7o1lT9Ip/p3ZkzdM4XZbLzsJpOH0bUy3Rce2Z01Pb0bV3Vz9DtVc2J/JnzrZnR1TJ9tga1rCeyZ/8ZH4l0o5qVaRFb65GsruoZ+bPnq+Z4ZvrPnmUw2392RpWf7XcqjnHOtTOyTNXT+1U+Y+SyftE6o1tT9Yt8pndnztA5X5TJzsNqOn0YUS/Tce2Z0VHb07d1VT8D63UhHsza3kAdfaYbWOuzuI/WGXvlIn/ojCyDXpeqLupdad2aTDequqx+ZiZqe/njFdfmo4eZLpjPaqu+VS3CMgPmoWZrplVEuU797LwqH/lV76hXhM8yWK5b66nqMj/yqvNVM409+3ufgXnMzmqd9TlQXccerJ2RZTo9x95AHX2mG1jrs7iP1hl75SJ/6Iwsg16Xqi7qXWndmkw3qrqsfmYmanv54xXX5qOHmS6Yz2qrvlUtwjKDzBswv6tl+mCmBrWsJ7Jnf+8zMI9ZphvM72oRW+uRrK7qGflrzlf5yEz/bha1qBeyV+aUVPehy8/8GQ+X//OP3lm+7etu0Ae0/+0Hri1/7zNvLb/2f76/vM7rbL93nXOPvYE6+kw3sNZncR+tM/bKRf7QGVkGvS5VXdS70ro1mW5UdVn9zEzU9vLHK67NRw8zXTCf1VZ9q1qEZQaZN2B+V8v0wUwNallPZM/+3mdgHrNMN5jf1SK21iNZXdUz8tecr/KRmf6ZjngP90zDuk4esVoP+piPtFNzjHOunZFlOj3H3kAdfaYbWOuzuI/WGXvlIn/ojCyDXpeqLupdad2aTDequqx+ZiZqe/njFdfmo4eZLpi39fSD2YEf3DlIlmEeanv3z/bROmOvXOR3+yNragZZ3fCYX2lrajKy2qxH5GX9/JppXd+/ZnQyhs9GtVXPLTOR6jxjjxrr1dUyHcnmVbNmfZZHtvoelp/tYXTqosyMjlpn5mDP/pWf4fMz/aP1ORCdh+lbzu5rO72yTHW+vftn+2idsVcu8rv9kTU1g6xueMyvtDU1GVlt1iPysn5+zbSu718zOhnDZ6PaqueWmcis19WMyJvRUctmIXv2r/yMLF/NyrSIrfVIVlf1jPzqfJVfMVvvvao+62XslTkl0fmY3rmW8dB1PHwdD2HHw1j2kHY8vH3Jt/++Rw9zWQ8jm1edr3PWmf7ZPlpn7JWL/G5/ZE3NIKsbHvMrbU1NRlab9Yi8rJ9fM63r+9eMTsbw2ai26rllJjLrdTUj8mZ01LJZyJ79Kz8jy1ezMi1iaz2S1VU9I786X+VXzNZ3emOm6u/9Ku/JvMFsv1MRnWnv8/vaTq8sU51v7/7ZPlpn7JWL/G5/ZE3NIKsbHvMrbU1NRlab9Yi8rJ9fM63r+9eMTsbw2bF/2oPZIawZuqYGYR6bgaBnvtcM9Fi999k6Y69c5DMdtcqfoXMGn+nMX1MTkdVmPSIv6+fXts98pmX5Tn1Gp1+mG+hH60wzvMf2qLFeXS3TjarXrD+798z6Y7+mBtdVvdHJRZkZ3WvVPtKYPvaozfqRZrB+fo9aZ30OROfxepbrXFO3H5JlmMdmIOiZ7zUDPVbvfbbO2CsX+UxHrfJn6JzBZzrz19REZLVZj8jL+vm17TOfaVm+U5/R6ZfpBvrROtOMNV41D+n0qHSvVftIY/rYozbrR5qxxsvmjX3Wc7C13shyVY+ZWtyzOu+zDFL1Q7zP9p1MtmdgppM/NtGZutc69Mgbf33x//6/3X301xmzB7Tjrz/+gn9869Ffhzz+WmRfH/UdMM9rdjYDPfO9ZqDH6r3P1hl75SKf6ahV/gydM/hMZ/6amoisNusReVk/v7Z95jMty3fqMzr9Mt1AP1pnmrHGq+YhnR6V7rVqH2lMH3vUZv1IM9Z42byxz3oOttYbWa7qMVOLe1bnfZZBqn6I91m+6hf5Y13lPVXe+2Of9TsV0ZnY+XGPeue6uv2QLMM8NgNBz3yvGeixeu+zdcZeuchnOmqVP0PnDD7Tmb+mJiKrzXpEXtbPr22f+UzL8p36DNZv84NZq4nq0J/JeQ/3qGGN4bOYi9aZN9YRlslymGHZymeZzPP+LL4ee9o6yjCPZZjntYisPvI8zJvRMh919Nna9h70M3yN33vNex7mYx3zPehHNbZHH8Gsz3X0zPca7lGvPO+zPSPysNZA3ec9vs7rqHmwtsp7z9eh39W6OvN9BvdrfNQZzPe1uGe6X58SOweSZbxnVL6BGauJ6tCfyXkP96hhjeGzmIvWmTfWEZbJcphh2cpnmczz/iy+HnvaOsowj2WY57WIrD7yPMyb0TIfdfTZ2vYe9DN8jd97zXse5mMd8z3M9/VZxusen7E6hHmZ1tWZ7zO4X+OjzmC+r88yXd2zpd4yCMt4Den4We/IZxpjJsc0rMd1lPGa9xidzLHBs0fnyzyj8o1v+oa/s/zVT7m9vOol1+lD2u//1uvLJ/6ZO8vPe/sHT5ub9c8yrMY0rDF8FnPROvPGOsIyWQ4zLFv5LJN53p/F12NPW0cZ5rEM87wWkdVHnod5M1rmo44+W9veg36Gr/F7r3nPw3ysY76H+b4+y3jd4zNWhzAv07o6830G92t81BnM9/VZpqt7ttRbBmEZryEdP+sd+UxjzOT83sO8jhatEatBqoz3otwpwLNF58o8o/INzFhNVIf+TM57uEcNawyfxVy0zryxjrBMlsMMy1Y+y2Se92fx9djT1lGGeSzDPK9FZPWR52HejJb5qKPP1rb3oJ/ha2y96q8yHlijY8BmHXP+VeTU72+F3v/zRu9PzkW/P1f9/dXnexvHvH9slt6/w3Lq97dC7/95c+j356q///r8nzd6f07LuP/Pec4Ty+/6gHvLl37hTfqAdvBv/8XN5YM/8N6jLOvTgb3Xev8PyzHv75pZev/Pm0O/P1f9/dfn/7zR+3OxOeb7x2bp83NYTv3+Vuj9z7kQD2YHYx7CMuLqoM/AeaP3J+ei35+r/v7q872NY9+/MQ9hGXF10GfgvDn0+3PV3399/s8bvT+nxd//t3+7B8uf+9N3lu/9z/y3aF/9PdeXv/4Xby/v/PwHT6vrMuYhLCOuDvoMnDeHfn+u+vuvz/95o/fnYnPs92/MQ1hGXB30GchZ/WBWCCGEEEIIIYQQ4rIy/n3Z3/wb7y3//HNuPfp3Z9lD2q/9ihvLH/zwu8ubvPFD2kMIIYQQQgghED2YFeKSgP9XKGv+L1K21guxF8f8/OmzLoQQp2Xrf39srRdiL475+dNn/TT8jLd6uHzMH7mzfOvX3qAPaP/bD1xb/v7fvLW8+6+5vzz5JO8hhBAd9N83QgghxOXmKA9mD/0fEVf9P1L0H2nnzTHeH5yxZt7W+kNybucRh+UU73c2U5+/8+bQ789Vf//1+T9vLsP7g9ew5nq21h+Sy/D+iD6neL+zmfr8HZbXeZ0nll/9q+4vf+dv3Fp+9KWPP6AdfPvX31j+xB+7s/ysn/n4b9Ee+v256u+/Pv/njd6fGrxHe9wv3fOLjd6/nKt0f/RZEIfkqn++TnH9Tz2YHcMPeYBu7yyXnbHqn9XuxaH7Z3RnZ7mt92hr/YDVW19P1/c5r6OXZSqy2rU9u2D/NbO21I+8Z00mI8r7ngbLXkbYtQ+inNeRyj8Ga89g12dkGeYN1njYE199nmmXAbsuuza/9znU9qTbO8tlZ6z6Z7V7cej+Gd3ZWW7rPdpaP2D11tfT9X3O6+hlmYqsdm1PY8u59gBnrznHlvqR96zJZER539Ng2csIu/ZBlPM6UvnHYO0Z7PqMLMO8wRoPe+KrzzPtMmDXZdfm9z6HGuON3vDh8gc+7O7ywn/Lf4v2Na+6tnzhP7m1/C+/+d7yzGe+tq7Te5DlsjNW/bPavTh0/4zu7Cy39R5trR+weuvr6fo+53X0skxFVru257HYct17gLO3nsP3isAasZ297qnemxy8P/ZZ9mD+GHTmbjnXKa7pmHTu37nTvYY112m9uzMYWW2mM1i2Ym3dMTj22c7mwazNj3Kos0xUZ2S9t2K99+q/pleVt55RDvWqF2OPeoN5mdapyfKd+oqsf6TtRTW7Ymu9EdUyfXZOlt+j/0Wmc/1jH90T8yL/mKw5A6vxGu6jGdnsjudfkaFlPWbYs9ce+LOwsx36zFVvmx/lUGeZqM7Iem/Feu/Vf02vKm89oxzqVS/GHvUG8zKtU5PlO/UVWf9Im2HUb+2xluraKrbWG1Et02fnZPk9+l9kOtc/9tE9MS/yj8maM7Aar+E+mpHN7nj+FRla1mOGPXvtgT8LO9uaMz//nR4sf/mTby8/+N3X6UPal37b9eWTPv7O8g4/90HZ2+ZHOdRZJqozst5bsd579V/Tq8pbzyiHetWLsUe9wbxM69Rk+U59RdY/0s6Jcb5TnbG6d7NE/faeI36acS8N5s9yTu/Nnte1F/487HzdM+91fVkf87pzWLZbe1GZuT+npnp/sutgtRUsv6XHbL+t80fWYP45cOyzTf1VxlsO161luY625Wx7secZZnt18yzX1SK21iOduirj/dl8pEV06mf6XVSia+zcn4osv0f/iwxe65brPvU9Wzuf1a29J1E262Gefz0kx5jRBc+y5VzHqGW5jrblbHux5xlme3XzLNfVIrbWI526KuP92XykRXTqZ/qdinM/Y3S+zv2vyPJ79L/I4LVuue5T37O181nd2nsSZbMe5vnXQ3KMGV3wLFvOFdU++9lPLL/zt99bvuQLbtIHtIMffuk7Lr/nd95bnvucx+sRNqOjbbmuvdjzDLO9unmW62oRW+uRTl2V8f5sPtIiOvUz/S4rx7oH0Zyr/h4c+vr36n9u79O5nwf3a856rOubmZNdY8SxrkM8/V7Pvq+z7xPLz85kOpJlts431tQci2Of7WgPZgedepbZoh2TPeev6dWp6d63mflb65FOXZXx/pqzzNSwbFe7TGy95pHN8pG3de5FB691y3Wf+p6tnc/q1t6TLBt5pvvXQ3KMGV32uu5j1LPMFu2Y7Dl/Ta9OTfe+zczfWo906qqM99ecZaaGZbvaOXERzzdz5pHN8pG3de5FB691y3Wf+p6tnc/q1t6TLBt5pvvXQ3KMGV32uu5O/c952wfLJ3zcneV7voX/Fu0Pfe/15dM/9fbyLr/0waN/u9bXsxlbtGOy5/w1vTo13fs2M39rPdKpqzLeX3OWmRqW7WpXiWNcfzZD9/+w179H/3N8j87pTOwsqK0567Gub2ZOdZ2MY12HePq97t53y+3xPs30mD1fR19zDWtqjskxz/fowewYaPiA96NcN+M1T7dupv/Qjcircl2faV7PNCTz0cMM0xGW6WoRW+uRqm6Nb9p4NXwGqXwPy89oXkfN1gysOQfYmWbOWV1X5GVzrWe0x3zkMd8y1Z7VR7oHcxlVXeYhmY89WM77LFMR1fieuMYMW+Pe6ryPrPFM96/oG6ij181FmcjDfbTGPWJeRVUz40e5bsZrnm7dTP+hG5FX5bo+07yeaUjmo4cZpiMs09UittYjVd0a37TxavgMUvkelp/RTK/WtkeqnNf83mveOyfYuWbOWl1b5GVzrWe0x3zkMd8y1Z7VR7oHcxlVXeYhmY89WM77LFMR1fieuMYMW+Pe6ryPrPFM96/oG6ij181FmcjDfbTGPWJeRVUz40c577/whV+1vM973V8+7x/cWn7ylY8/oB183b+/sfzh3393edM3efi0Pth3q2a6EXlVruszzeuZhmQ+ephhOsIyXS1iaz1S1a3xTRuvhs8gle9h+a6GDN/wml9v9dna9kiV85rfe817e5P1ruay8+Hee6ihzrRM9x7zfSbzvO8977PMrG8Zpg98fZSN9AjfE4lyqDPf5/za+1221BqsFvtGvbOM7SOv0mzvc57Mxx4Gy3jNdE+ViXQEfb/uEtWzte2Rbq4iqkXdU+XQ8xnzfMav1zBbb/nxaviM+ZHuqTLetwzTB1V95nmf5TIPM0wzndWahjrTvP6035j1QU/kM72rebb0qvpH/tC9N7uPtEhHbaufaZ49exlb65Gqbo0/NK93cx2iXh0t0lHrrA/JmMNguY62lqiXnQeJMrhna6Z5P8pHNVV9ty6iW1P1i3ymVzOrWYyspppnOvOYnvVg+qCq8a+eTPce7lld1/ceq8vqO2R9kLU+07uaZ0uvqn/kD917s/tIi3TUtvqZ5tmzl7G1Hqnq1vhD83o31yHqtUbDfeZ5vcr6jPcj7RjY2Tws19HWEvWy8yBRBvdszTTvR/mopqrv1kV0a6p+kc/0amY1i5HVVPNMZx7Tsx5MH1Q1/tWT6d7DPavr+t5jdVl9h6wPstZnOmpv9ZYPl4/+yDvLf3v5m9MHtD/2smvL53zWreU9fu39/1H3VU/rM6j6ZxoS+UP33uw+0iIdta1+pnn27GVsrUequjX+0LzezXWIenU0w3u4H2u/t3Xls2zH83qV9RnvR9qeVP0z33u4H2u/tzXbMy3bH6M+0iL9mP0zrQPWsbXvW+29Fq1n6MysiGqq81XaWGc9qvpMQyL/1P2r9XiNMhU+m/WJ+g696sNg2WrP1j7vtbH2mWzPPAZmMOf1ClYX9fea17t1a/szzfvV3muVn2mmZ/06vfz+YA9mI9bM6GqZPpipQS3riezZf8bv6Ea3V9UH2VqPZHVVz8ifPV81xzPTv5tFrbM+B6rr2IO1M7JM1dP7VT5j5LJ+0TqjW1P1i3ymd2fO0DlflMnOw2o6fRhRL9Nx7ZnRUdvTt3VVP0O3VzUn8mfOt2ZGV8v0wUwNallPZM/+M35HN7q9qj7I1nokq6t6Rv7s+ao5npn+VdbWe/Zke0Ync0o617mVtTOyTNXT+1U+Y+SyftE6o1tT9Yt8pndnztA5X5TJzsNqOn0YUS/Tce2Z0VHb07d1VT9Dt1c1J/K75xt/dfE3f+OnL5/96beXH3np4w9oHz2kfcUbLR/3MXeWt3nr+d+izfTBTA1qWU9kz/4zfkc3ur2qPsjWeiSrq3pG/uz5qjmemf6zZxlUNTO+rauaSvdaVIt0Mluo+kf+mjqv4T7zGFX/rfWZFumoHaI/o5vzYF20Rs3rLIeYX+Ui1tZ5oj6os0ylbfUzDYn8mV7ZjLX9q3VVX7G150y2YtT5Wtyztc97bdZn+Rlm66vzVTpq3V5dLdKzrPeirDHbf42G+8wzdnkwOxgewjKDzBswv6tl+mCmBrWsJ7Jnf+8zMI9ZphvM72oRW+uRrK7qGflrzlf5yEz/bha1zvocqK5jD9bOyDKdnmNvoI4+0w2s9VncR+uMvXKRP3RGlkGvS1UX9a60bk2mG1VdVj8zE7W9/PGKa/PRw0wXzGe1Vd+qFmGZQeYNmN/VMn0wU4Na1hPZs7/3GZjHLNMN5ne1iK31SFZX9Yz8NeerfGSmf5Ydr7jGTKRFuteiWqSTOSWd69zK2hlZptNz7A3U0We6gbU+i/tonbFXLvKHzsgy6HWp6qLeldatyXSjqsvqZ2aitpc/XnFtPnqY6YL5rLbqW9UiLDMw7w3f4OHy4b/37vKCL7tJH9C+5lXXli/63JvLb/st95YXvvArwz5dfTBTg1rWE9mzv/cZmMcs0w3md7WIrfVIVlf1jPw156t8ZKb/XmdBreuPV1ybbzAt0r0W1SKdzBaq/pG/ps5ruM88RtV/a32mRTpqW/sPhodEGaZXYF22tj3q3scc81DvsrbOE/Wp+jMfta1+piGRP9Mrm5HVMNDP1qh5rwP2WdNzJhsx8lbja3HP1j7vtY4fgTUzzNSybFTfybI9AzOW85rpDJaxNXroYy7yDMxgdo2G+8wzdnsw68mys15XMyJvRkctm4Xs2b/yM7J8NSvTIrbWI1ld1TPyq/NVfsVsvfeq+s76HIjOw/QtZ/e1nV5Zpjrf3v2zfbTO2CsX+d3+yJqaQVY3POZX2pqajKw26xF5WT+/ZlrX968ZnYzhs1Ft1XPLTGTW62pG5M3oqGWzkD37V35Glq9mZVrE1nokq6t6Rn51vsqvmK33nu39q2dG91pUi3Qyp2TL9c/gazu9skx1vr37Z/tonbFXLvK7/ZE1NYOsbnjMr7Q1NRlZbdYj8rJ+fs20ru9fMzoZw2ej2qrnlpmI997pFz1Y/tKfv7288ruu04e0P/mDr7d88ifcWd7x5z0IeyCRN6Ojls1C9uxf+RlZvpqVaRFb65GsruoZ+dX5Kr9itt571ayqf9f3r54Z3WtRLdLJrGXL/KqW+ZHWzSJVzdb6TIt01Lb2Z/jsTK0Ha9l6zayq5wxrajxZj6o/81Hb6mcaEvmzvWb6ZLqBPluz+qon4vtEtTN6lGX4bLZna5/3WuV7Mo8x29+z9Xyz+4goV9WvmYeZTh7pzIu0bnb1g9lonWnGGq+ah3R6VLrXqn2kMX3sUZv1I81Y42Xzxj7rOdhab2S5qsdMLe5ZnfdZBqn6Id5n+6hftD4HovN4Pct1rqnbD8kyzGMzEPTM95qBHqv3Pltn7JWLfKajVvkzdM7gM535a2oistqsR+Rl/fza9pnPtCzfqc/o9Mt0A/1onWnGGq+ah3R6VLrXqn2kMX3sUZv1I81Y42Xzxj7rOdhab2S5qsdMLe5ZnfdZBqn6Iczv1M/oXotqEcx08scmOlP3Wofeua5uPyTLMI/NQNAz32sGeqze+2ydsVcu8pmOWuXP0DmDz3Tmr6mJyGqzHpGX9fNr22c+07J8pz6j0y/TDfSjdaYZkffsZz+xfNu3/Jnliz+f/xbt4Cv+9c3lO/7zxy7Pfc5r/6pjT9R/RvdatY80po89arN+pBlrvGze2Gc9B1vrjSxX9ZipxT2r8z7LIFU/hPle8/383tYd32vMn9W9FtUimOnkZ5id7/GeP6vf2xrxOe9Fe1aT5f2+U++1mfrKz7RI91pU2wFr2dpruPc+06r82LMeSNWjIsvPzvbaWPu9raO910z3GhL53f5Gp0+0Zlq1Hq9RhvmMrH6NXs1D/Gxf632/ZnmmZXsk8xgsj9pYVz29n+U7WdQqP9MiPeo/1j4/U59pButf9TM983D/6MGsFSAYQpiPdcz3MN/XZxmve3zG6hDmZVpXZ77P4H6NjzqD+b4+y3R1z5Z6yyAs4zWk42e9I59pjJkc07Ae90z361Ni50CyjPeMyjcwYzVRHfozOe/hHjWsMXwWc9E688Y6wjJZDjMsW/ksk3nen8XXY09bRxnmsQzzvBaR1Ueeh3kzWuajjj5b296Dfoav8Xuvec/DfKxjvof5vj7LeN3jM1aHMC/TujrzfQb3a3zUGcz39Vmmq3u21FsGYRmvIR0/6x35TGPM5DLN+9YXYV6WRyzH6GSODZ49Ol/mGZVvYMZqojr0Z3Lewz1qWGP4LOaideaNdYRlshxmWLbyWSbzvD+Lr8eeto4yzGMZ5nktIquPPA/zZrTMRx19tra9B/0MX+P3XvOeh/lYx3wP833913/t5y0f/yfvLC/5Zv5btD/8fdeXz/i028u7vvODR/92re/l9x7mZVpXZ77P4H6NjzqD+b4+y3R1z5Z6yyAs4zWk42e9I59pjJlcpLMetmdexzePrW3vYV6WRyzH6GRm6fSzuVk2ytieeUjmDaye5dBjvs9kHvONyMfaWd97a3zcz+B7zq5xjzCP7VGzfQSr7ZDluz0x57O2Z55hHsuihzqrZb7P4N7nzGP6IKoz3fteY2vmIZGOoO+zVo8wL9MqMM/WmVflDJ/xoJ/lGFkd0xhRvQf9qMZrmEOded5nmcj3a9wj5kUZ7yPet31V2+lrPO03Zo9JdcitHLr/uXPVr//c0fuzjWPePzZL799hOfX7W6H3/7w59Ptz1d9/ff7PG70/580x3x82S5+Pw3Lq97dC7/95031/nvGMJ5b3fs/7yz/9e7eWn3zl4w9oB9/wH24sH/kH7i5v9qav/S3aq/7+6/N/3sy8P1VWn/XDXn+3/1V/H9ai+5aj+/M4x7wnuv9Xj6v+nuP1d+/FzD3Tg9lLylW//nNH7882jn3/xjyEZcTVQZ+B8+bQ789Vf//1+T9v9P6cN8d+f8Y8hGXE1UGfgfNmzfvzlm/xcPljf/ju8i1fc4M+oP3xl19b/uFn3Vre893v/4/+X0V7XBX0+T9vuu/PyBlrfLGNzv3V/T8ceP8ZrEZcfo713uuzdjW56u+3XX/n81/5jJM9mBVCCCGEEEIIIYQQ6xl/dfGv+uX3l8/6a7eXH3np4w9oBy/+phvLn/rjd5bnvU38b9EKIYQQQgghjoMezAohhBBCCCGEEEJccN7g9R8u/9vvubt89ZfepA9oX/Oqa8u/+Kc3l/f/rfeW13s93kMIIYQQQghxWPRgNmD2V4+FEEIIIYQQQgghzoFf/AsfLJ/6ibeXV7z4On1I+7LvuL58yp+9vfyCd3xA64UQQgghhBCH4VI9mN3rYaoeysas+fuyhRBCCCGEEEIIcXye9awnlg94v3vLv/7nN5efevXjD2gHX/nFN5cP/eC7y+s/V3/VsRBCCCGEEIfmUjyYtYeFez0wPKcHj3teF2O2/6HPI4QQQgghhBBCiP152+c9XP7Mx95ZvutF/Ldo/+v3X18+8y/fXn75L7v/6N+uZT2EEEIIIYQQ2zjqg9lDP9Dbq/+5PXi8KPdNCCGEEEIIIYQQ580znvHE8ht//f3ln/ydW8tPvOLxB7SDb/yqG8tHfcTd5c3fTL9FK4QQQgghxJ7owazjHB9S6sGsEEIIIYQQQggh9uYt3vzh8kf/4N3lRS+4QR/Q/vjLry3/+LNvLe/1HveXJ5/kPYQQQgghhBB9nnowOx7OIRhimczzvve8zzKzvmWYPvD1UTbSI3xPJMqhznyf82vvd8A6X2t75iHmZxkhhBBCCCGEEEJcLMZfXfwr3uX+8rf+6u3lR17K/6rjF3/T9eX/+tg7y89+G/0WrRBCCCGEEGt59GCWPWjzWrbv1EdapB+zf3SNXaKz2tr3rfZei9ZdOv1nZlS+EEIIIYQQQgghLiav/9yHy4d+8N3lP/x/N+kD2p969bXlX33ezeW3/y/3ltd7Pd5DCCGEEEIIwWk9mF3zoK6rRTpqh+jP6OY8WBetUfM6yyHmV7kIVoda5XvWnkMIIYQQQgghhBAXh1/48x8sf+HP3V5e/p38t2iHPvyRY/VCCCGEEEKIp3MlHswOhodEGaZXYF22tj3q3scc81DvwupQq3zP2nMIIYQQQgghhBDi4jF+M3b8huy//Gc3H/3GLHtI+1VfcnP5sN9999Fv3LIeQgghhBBCiCv0YNbjszO1Hqxl6zWzqp4zsJqqZzZnzRmEEEIIIYQQQghx8Rn/xuyf/j/vPPo3Z9kD2vFv1I5/q3b8m7Xj365lPYQQQgghhLiqnOzfmJ2pr/xMi3SvRbUdsJatvYZ77zOtyo8962EwDzVfn/UaVL4QQgghhBBCCCEuN08++cTyG979/vKPP/vW8uMvf/wB7eBFL7ix/NE/eHd58zfTb9EKIYQQQggxePRgdmAP5wwMsUzmMd+IfKyd9b23xsf9DL7n7Br3CPPYHjXbM7DOZ23PPEYnI4QQQgghhBBCiKvBePD6UR9xd/nGr7pBH9D+xCuuLZ/7d28tv/HX31+e8QzeQwghhBBCiKvAUw9mrzJ60Jjj74/ulxBCCCGEEEIIITzjry7+5b/s/vKZf/n28l+/n/9Vx9/9ouvLn/nYO8vbPk+/RSuEEEIIIa4eejBbMB5CZrCay8ZVvGYhhBBCCCGEEEKs5/Wf+3D5vb/r7vLv/81N+oD2p159bfnX//zm8gHvd2951rN4DyGEEEIIIS4bejArhBBCCCGEEEIIIQ7GL3jHB8snf8Lt5WXfwX+L9hUvvr586ifeXn7xL3xA64UQQgghhLgs6MGsEEIIIYQQQgghhDg4r/d6Tyzv9773ln/xT28ur3nV4w9oB1/9pTeX3/chd5c3eH39VcdCCCGEEOLyoQezQgghhBBCCCGEEOKovM1bP1w+7mPuLC/+phv0Ae2PvPT68rf/+u3lV/3y+4/+7VrWQwghhBBCiIuGHswKIYQQQgghhBBCiJPw5JNPLL/+191f/uFn3Vp+/OWPP6AdfMvX3Fj+2B++u7zlW+i3aIUQQgghxMXm5A9mX/CCFzyCeUIIIYQQQgghhBDiavBmb/pw+cg/cHf5hv/Af4v2J195bfmnf+/W8pt+w/3lGc/gPYQQQgghhDhnzuI3ZvVgVgghhBBCCCGEEEIMxl9d/K7v/GD5G3/p9vLD33edPqR9yTdfXz7+T95Z3vZ5D2gPIYQQQgghzhE9mBVCCCGEEEIIIYQQZ8lzn/Nw+ZAPurd8+b+6SR/Q/tSrry1f/Pk3lw98/3vLs57FewghhBBCCHEulA9m7a8aZkQ51Jnvc37t/S5baoUQQgghhBBCCCHE+fKOP+/B8kkff2f5gW/nv0X7yu+6vnzaJ91e3ukX6bdohRBCCCHEedL6jVl80MnW/kFotfdatJ6hM1MIIYQQQgghhBBCXGye+cwnlt/2W+4tX/S5t5bXvOrxB7SDF3zZjeXDf+/d5Q3f4CHtIYQQQgghxCnY5cEsMjSvsxxifpWLWFsnhBBCCCGEEEIIIS4ub/2zHi5/8qPvLN/xDTfoA9ofeem15bM//fbyP//K+4/+7VrWQwghhBBCiGOx24PZsbY96t7HHPNQ77K2TgghhBBCCCGEEEJcfJ588onlPX7t/eUf/K1by4+97PEHtIP//B9vLB/9kXeWt3pL/RatEEIIIYQ4DUf5q4wZVc8Z1tQIIYQQQgghhBBCiMvHm77Jw+UPffjd5ev+Pf8t2p985bXl8/7BreV93uv+8oxn8B5CCCGEEEIcgt0fzI417r3PtCo/9qwHUvUQQgghhBBCCCGEEFeH8VcX/7L/6cHy6Z96e/mh771OH9J+z7dcXz7h4+4sb/ezH9AeQgghhBBC7En5YNYeitqDztk17hHmsT1qto9gtUIIIYQQQgghhBDiavPc5zyx/O7fcW/5d//yJn1AO/j//t+by+/87feWZz+b9xBCCCGEEGIrrd+YFUIIIYQQQgghhBDiMvAOP/fB8uf/7zvL938r/y3aH/zu68tf/uTby/PfSb9FK4QQQggh9uUa/pYpgxUJIYQQQgghhBBCCHGReeYzn1h+6/vcW77gH99aXvOqxx/QDl74b28sf+DD7i5v9IYPaQ8hhBBCCCFm0G/MCiGEEEIIIYQQQogrzc/6mQ+Xj/0/7izf/vU36APaH33pteXv/I1by6/+Vfcf/du1rIcQQgghhBAVejArhBBCCHFF2PNvQ9HfrCKEEEKIy8iTTz6x/LpffX/5e595a/lvP/D4A9rBf/lPN5aP+SN3lp/xVvotWiGEEEIIMccuD2b1xVzOqe+P3p+LzUV//879/Ff9z4c+X0JcHQ7x50V/BoUQQghxmXnjN3q4fMTvu7v8py/nv0X733/w2vLPP+fW8pt/473ldV+X9xBCCCGEEALZ7Tdm9XAj/7d5O/cny0R9u2ypHWydL7Zx0e/9uZ+/Ot8xPv+nvEfn/v5UXJTzrznnqGGwrLiYHOs9rWZ0zhBljnF+z5hpc/H12Gc5xcyBzbXZfn9q2HmYVjGbFxcD9r6atsf7jb0Qlt0K6+vnGlUG/WNwqrnIIeef+vrO7f4e+yynun4217QMlmX7d37+g+Wv/YXby6u/5zp9SPsTr3zO8n3f+UHL27/dg7BnpHXAOlbP/MGx/CzHMkyLyPys3rxZWK3vbVQZ9DNYHvtEsCzbz7KmDmciLJvBanxPo8qgn8FqUIuosuZnuY7HMkxnmteFEEKcHvpgds0P7av0Q97fH3btXsvuj/XrZLq6p5PJ6M65aFyU67ro9/7cz1+d75CfE+u9V/81vfaafSrO/fz2nqw5J6vZcr1rz3FVOMX9WTtzti7KWp+qV5apag+FzfWvx2TMPOX147Wf6hwR7DyzZzyn6zqns5wjs/eH5fe8v6zXnv2NqGd3/iHOxBhz/Cym7UGnr2UOMd84dP+KtfP3PDf2yXpumRnVbum5FTYb9+xcmc/yz3nOE8sHf+C95cu+6CZ9QDv40i+8ufyuD7j3KDvbP6OqZ/1QO7Xf1Tprpnmf5TtEddX8TOsw6nwt7qtZWW2XUWMwP4PV7NUn0veaOah6HdrPNKazfZURQghxHoS/MTv7g/uq/aDH62XX7rXO/Vl7Dw/Ze4ZjzDgEF+HcF/XeGud+/nM4355nmO2lz9dx2OOc59Lj3Njzmi7S/emetZOrMsPPMt2z7InN9K9XhXG9eO3ndv3sPOd2xlku+vkZe17TTK+R9flDn2XP/ga7DtPXaofiHGcd80yMc52/17mwT9VzzcyZ/sdknMWfpzpr5rM88nN/zoPl//m/7izf91/4b9G+6iXXlx/4rvdd/qdf8iDsVc1AWBa1aN3VZvwqW2lMNyIP9ahvR6sYNVv6r5k5YHNxX83KamfZUmus7THqWO0WrUPVK1p3tTU1meb1sfa5qE4IIcRpmXowy37AI1fph311rdH98xqy9v5169b273Lo/ofiopz7ot5f49zPf+rz7Tl/TS99vg7PHmc8lx7nxp7XdJHuT/esnVyWMa+TWcOoXVPvz7XlDBcRvG+43pu1vVnNoc54LC76+Rl7XtNML8tizaHPsmf/AbsG763RDsU5zjrmmRjnOn/ruUY9g2WNymesqTkGdi48X7SONNajYvz7sr/lve8tP/i97/Lo351lD2l/5GXPe/RbtL52Zk51/mjd1WZ8n2W1DMtl+chDnWW6Woblt/SfnWmw2dE60liPNWytH6zpkZ1/i9bB12X77tyqhtHt7XVbM00IIcR58dSD2fGD2oNBzHjdqDxWj1qUqTwjy6CHPu6Z73NZxoi8rGaQ1RmRb69RZlB5HuZhDfOjXOVHYD6rNS/yB1EG91mG6cxnucxjfpRhmum2xpzfe83WjChrfXx9ppmOe09U5z30veb3LOc9zER6VId6luv6TPN6piGZjx5mmGa6rTHn916zNSPKWh9fn2mm4940022NOeabhxrqTOuypgZZW49nNjLf637tfZ+xPct5j2XWet1M5bNMRlSHGvNRZ14Hq6v6dPp3arM+nRkRo3ZNvdX4V8R6e8/r0Z55RqSj181lmQjMR7WmIzM+ZrxeEfXyew/zsAa9bi7LZFT1kYd776HmM7ZnOe+xzFqvm6l8lomwLNag5nuhZmsG5m3ttSjvtQrLspot2l6M3h7mYQ2CGZaNdPMw432j8hCWiajq0M9yDMxXa9t70Gc520d+B6xh9djbyPzMy3zU0evmIj/D8lgXrSON9egyan7mz3i4vOTbP3z5tq+7QR/Qjge4vgb3GSyL2lgjmDM/07DW8NnMw32E5bJ85A0dYX5Hy7D8lv6zMw02O1pHGuuxhlPVZ+ffonXBWt9n7BH0mB9lvOaZqUPd1kwTQghxXjx6MMt+SK/5wR3VeJ3ts0xVz7Ss3mtjvaUeNaYbmTdY6/u5Wa6rdzVkbf+xZngf97bu7JkW9ZutXbP3WuVnmunew33Vq1qP1yjD9jOakfXs9Br7qKZTH2lI5A/de7P7SIt01Lb6mWa693Bf9arW4zXKsP2MZnrW0/tZNtM6rK0z1tRX5+/4nXyUifLdfZVdo2f9Iy3CZ9ketah3pFf4/qbhPtI8UQb1rE9nxt7YTP/q/WhvGup+7Wv8PtJMz+ozrwP2xzX6uPdaJ7+F2fkzmunew33mdWD5rL/XxrqTjzJRvruvsmv0rH+kRbBeM/2r9Xj1WAZzlZaBedbfgz7mmL4V1rerRTpq3mf7LL9Gj7IZVc0ePXGfeYzIH/psLw/mO72y/IyGRP7QvYd7Vhf1YrBeXvOYh0R6Bda94AVfvfyad7u/vPwl77786Etf+2D2fd7rsA9m2Ro1j/fZmmlZbUY1o6uzTFfLyGaMvQd9zDG9Auts7TWPeUikz7C1x9p6rPM9xt6DPuaY3gFrfZ/M8xrzjeFVfkfzOltHdUIIIU7Lrg9mB1Xd8H1mZn63Hqn6b/U9h/AGkc/0PbKeKneImYOZ+qF7r5plfpUbdPpXe68xP6LqxbQZn62rer9neaPTy9Op2WvmbJ9IRy3riezZf8av9K39q3VV7/csb3R6ea1TU+W7nKKW1VXXM+OzPbKmf8TIRvkZHbXKn2HU+dpu/y0z12qeTl3WpzNjb8ZMm4trRuRXNWu1SEfN+1GfCMv7V+9HzOZnYf1Q686LcrP9u/OM2f5eq3y2R9b0jxjZKD+jo1b5FazXTP9qzeo9UY8uowbxHu4jurlZWN+ulumMkfX57qxozkw2o6pZ03OAdbZmvdbOX9PLg3lfW/Wv/ExDIr/qtWYWwnpV/RkzM5Fo/hu/0cPl27/lTy+/+Tee319ljMzUe7/qbYwcEmUqnWW6WsbII97DfUQ358E6WzOtYu18ZEuPrbWI93Af0c0xrJb1QG2N74kyVe9IZ+uoTgghxGk52oPZoZvnM6yGZWbqEeajttVnRH5Wt2fP2flDR6IM042sjsGyDJb1GvZkHu49Vpvl0Gc58ysPyTLoIcyrtBmfrat6v2d5o9PL06mpZjKiLNMHMzWoZT2RPft7n4F5zM5qMz5bV/V+z/JGp5fXOjVVvsspalmdvx4Gy0YayxjWz4M+5hlYE+UznYE+5iMtA3v62m5/pnXYs39UF8GyXjsGNjeaj+dlmahu0M1HPTrZsTdQ72A1/hWx3kbme28r0Ty/R9DDTFf3mvWNemRU/bE3wrKRxjKG9fOgj3kG1kT5TGegj/lIi2C9ZvpXa1bviXp08PlqHzE7twvr29WM4SGRb2vv4X5GM53BshlVzZqeA6vDc7FeVf/IX9MLGVkG+pj3GtYgmLec15DIr3qNNQPzGZi1NdMqZmYi2fyo58wslkWt6jXrV3uk6j3o9pvVDeZXNYjPVvuImZkI1tmaaRVr5yNbeqyt9XXVPmKPs7MeVV/vd87RnRP1Qp2tozohhBCnZfcHswNfO7v32pp6ZLa/17b6nsjLagYzdWvmI7M9B5HfmZdRncX71d6T9WLalv5dsprOfNRmfLau6lFjusdnqppoVrZHqv6eKD+jo9adv2f/ys/w+TX9I5+tq3rUmO7xmap/5aPG9Bm21K+tja6FrRlVPdsja/oj3VmzusH8qgbx2Wo/o3WY6VXN6Jxhbe9DYrPZGbzWySDdfNSjykZ1Xazev2bsOb+C9a9mztRU2WpWxdb+VT3bI2v6I91Zs7rB/KoG8dmxR63qX61ZPWPkulmE1aA2M5/pW6nOl2kRmPV11X5Gy/RZqj5r51idf/Wsnc/0qpcH87626t+dVeUif6/5Eb5+7Nf0X3uObH7Uc2YWy6K2xke8X+29ttXPtEhf0z9iTX/GzEzE1439MecjW3qsrWV1qHX7bjn7YNRXZ2Ga96v9Vs3rPjP2UZ0QQojTQh/MRj+4uz/QWT9cZz7TqnrTo32Vn/XHfqbeE3lZzSCrQ2+2D8t3NQT9aJ1pESOb9fOe902P9pnn92PtfdSZH+XZOtOMrf3HPvLZOssjPhfBMl7D/Wze06lHIm9G91q1jzSmjz1qs36kGawf7r3G8pHP1lke8bkIn2E1qPm+LG965HXZUr+21tf562B9vT+T93Ty2d6vfRa9as007489q4nwvap+3u/okTdg3uwMo/IHa3tXjPq1PayO1aMWzWCa0c1HPTrZsUfQq7C8f/V+po09gp7PMC+D1aBW+ZkW6V4bewS9iqhX5HttNu/p5LO9X/ssetWaad4fe1YTUdXP+GyNWsbIdbMIq0FtZn6kd3swfG3UL5pRZf3a573m/TV6lM2oatCf7d+pXTuf1VW9PFk/ts/yMxoS+VWvNbMQnx37qj9jZiYyO392TlXP+qFWzVtTn/nVfkaLdNS8H/WJmO0fMTvX8HVjf8z5yJYea2tZHWrdvlvOPojq15xvxs80pnf2US8hhBCn5dGD2YH9sLYf2OyHN9MYLIO1bG37SvNrxPTKQ3+tlvmoM7zva9f4mEOPweo9Mz4S+VjL/AzLZ7XoRTnT0fOa3/ucX9ve1pFmNUbmed+DPqvpaLhnelYz1ozMQ6Kc9Wc+euh7HT2kkzG872vR72pdnfk+g/s1PuqMqG5Gwz3Ts5qxZmQegjnrmWn4amtG5lVYb4TlMtbUGH4urr2PunmY8Z4H/ShXZSLPrz2RZ3rHx73PRWS1kY6+h/moeQ99piFMxxpjJoPrtfieM1hdVI+92Rphdah7Dfeoz9SbhxmvMVgf1HCPmGc+7jON6R2slvXw3ozf0dDDjNcyWE/sgT7q5mHGex70o1yViTy/9kSe6R0f9z7n8XWo+z3mcM90lrFeEZ2Mh/VHDcE6pJNl2gy+N1sjUS3zMePXtmc6+p4q4/0MX5vVV34E1vh664mgj3if1TCtwtejZxr2xLX3UWfejL9GQ70iqrF95Hu6OU9Ux/YsV4F1rJ75A+ZjXeWjzsCsz1d6V/M6kvlYX8HqUEOwDpnJeqIa20e+p5uLwPq1fdbW+HmoIViHzGQzWJ3vazCf1fkM6j4b+T7T1XEvhBDiPHjqweze6Ad/zqnvz0V6f879rOx8hz7zMe9Jd9bMmY55/jWc+/kOzVX6fB1i/mXiql73Xpzj/dvzTPp8bIPdv2Pe01PPPzTneH/F+XHO75M+Q0IIIYQQQghxOdGD2RNx6vtzUd6fcU6D+ecCnvMYZz3W/ehcU+UzZvPH5tzPd2iOdf322cnmVT6jm7feWT7zsZ7BahBWg7AahNUgrGaGPXtdRPD6GawGmcmKqwt+Tk7xWTn1/ENzqus7xUwxx7m/P/rsCHGe2M+OCFYzA+uJsBrRh91ThNVcJtg1I6wGYTUIq0FYDcJq9oTNRFiNEEIIcSgO9mBWCCHE5SL6Hyv6HzGXm+r97bz/LHOIz40+i6chuu97vR+zfdbMXXsNe12jEEIIIYQQQgghhLga6MGsOAnn9EWmvlQVh8J/trZ81kYt1vv9MYjmrT2Hrzv29Vwlxr3F++v3GVWu04dlOn0rWI3XInx2pnZv/PX4/aGwObP4Hmzd2WeMrIflBt7LsgjmOmuG98c+A7NCCCGEEEIIIYQQ4uqhB7Mn4ip/OXeO164vS8Xe+M/U1s/YqMcefn8MonlrzuFrjn0tV41xf/Ee+31Glev0YRk7A+IzSOUPOpmBz3XrDsWYj2fw+1MTnYXp/jrYGhk6g2UjfH6m3rL+1fsRM/mqlxBCCCGEEEIIIYS4/OjB7AR7faF2lb+Yi6596EjmGZjBnNfRqzJMvwxk130MbD7CcgPmdWsHW/098DP2mnmovl2iebPn6F7H0Bkse0rO9Vwef8bqzHZdnswb+D6Wz/aRZnS9LGf4TKcmY9Rv7THY+1x7ws5i1x3hM74+Y2t+tn4Q1Qzd4/1sj2SeEEIIIYQQQgghhLga6MFsA/sibq8v1M7pi7k9r6sDm1VpnfNl+ap/pl0WxrWd6vpm7jU759Z6pPL3ws/ZY66v39pvDdHM2bOMPNb4PcL0KHsqsvOfC/583fN2clFm6B7TWdZrhveyfdbHGBlf06mL2Fo/8PVb+81i14B4H/cVlp+tM2bqRrbLTJ1lfA2uPZGOWL0QQgghhBBCCCGEuJpcqgezh/7Ca6/+5/bF3LHOE81hOmrV+db4UU3VS8wze/+9t7Ueqfy98HO2zvW1W3ptIZo7e56Rxxq/R5geZa8y2T3x3sz9s2xU0+3l+4zXCFbnQT1aR4yMr+nUHQo/+xRnqc6w9kysjvXugnVY39EiLOtf/ZrtmdapEUIIIYQQQgghhBBXFz2YnWCP/uf4Bd2xzhTNYTpq1fnW+FFN1mt41SzxdGbul2V9DeuRacxDPfMj75DYXA/LbmGPvlH9Ic5rsN6HnHdROcQ9wZ5+XWFZrIn22boiqxd9/H2r9qgz0Md8pHk6mUGUW1PP1r4P61tlWI0QQgghhBBCCCGEuLpcG18Y2ZdGuDZMQ51pme495vtM5nnfe95nmVnfMkwf+PooG+kRvicS5VBnvs/5tfe7VLUzPTGLfVkP07KMJ8pktd3eCNZEa9yjxvRozzwj0tHr5rIMY02uU+MzVX2n/9Aj7zKwx/Vl947pe8B6mzZeDfS8VoE1rDbzmYagj2QZ9Cp87Wx9Bus98BncR/jaztrjPdt369cyenqYhzXMR1j2lPgzVftMZ7Ue9BmdTMaaGdEeddbX58ZrBdYLIYQQQgghhBBCiKvFo9+Y9V8U+S+N2JdIVSbrx7St9ZEW6cfsn2kdsI6tfd9q77VoPcPszIyqF9tXGWStt4bsXLbOMqixWuZ5P9NMz+ozr6KbzeZ5mF/Vz/QXMdm9PdR9HX093sd9pEVU9d3+0UyvV/tIq1hTM8OWc46cz+I+Wnsir1u/BtavqzF97/PtRXXO7vVF2iydHiOzFtbLa4Z5Ucb39LmoTgghhBBCCCGEEEJcTZ56MOuN7Iul2S+dqv5b6zMt0lE7RH9GN+fBumiNmtdZDjG/ykV06zq5Nb1YTdSn6t+dPwM7a3Y+5kX5QTcf9aiy3o/6MDrZmf7Mq+pn+p+CcR4Gy54SO5M/W6TvRacvZmbPUeW7/WbPOatVrKmZwfcf+wifsbXpfh+tPZHXrV9Dt18nt/fZ9sSfrdqjzkDf53G9FuzpMb+Ti/A5fEU9y0d7IYQQQgghhBBCCHG10YNZt57VjOEhUYbpFViXrW2PuvcxxzzUu3TrqtzMfMyyuq7mmTlDF+s5XnHtM5EXaUY3H/XoZMfeQL2ik8feHp/DPeoRHV/0wPvF1oe6n52+0dm6jBpk1rcM042sjsGyGWtqZuieLfJNxz4ZWBfhe/v1XuDMqH81t/JPDV6f4X3cZzpq0Tqjm2P42k6vTk3WJ6ofrwzMCiGEEEIIIYQQQoirR/vBrGndLFLVbK3PtEhHbWt/hs/O1Hqwlq3XzKp6zjBTE2WzHsxDrfLZntHJrMH6+lfvR/tIM7r5qEeVjeq6zJxlMJv3VNmZXuK14H2ztb+Xh7i33Z4jt9f8qg/z19Rk+ix79UFGT4T52R6JPNOzWqPq4deHgs2o5h7yXKP31v6+vtpnOmpjbWAmopuL8PVVP+Z3NSOaOdtHCCGEEEIIIYQQQlwNWv/GLOqZF+1ZTZb3+06912bqKz/TIt1rUW0HrGVrr+He+0yr8mPPeiBVj0yvtE7vLNPJRxoy/CoTgXW+h/fYDKYZ3XzUo5MdewS9CtYL955OPusx2x/1qvYis+X6snuW7feg23Pk1sxnNahVfqYZ3lvTv6LquRbrFfWsfGNr/WCvzAysX1czvHeIM+7d0xP1t9ke9DGfEWW7PdbUDw99ljUt6uP1LB/1EEIIIYQQQgghhBBXh6f9xux4zb40qr5QsnqWQ4/5PpN5zDciH2tnfe+t8XE/g+85u8Y9wjy2R832EayW4X2sQ6IM6kiUQR3xGdwzWF0XrGM9sDdbI6wOda/hHvWZevMw47UM35OBGcwyfdCtn/VRu0xsuT5WF/Xa8x7amTs9187FGcah/UGWQW+GrfUZWd/OTJbxWtVn+B6W8doW/Dzff40/wMweHKInEvVnOmqVn2nIMfwoY3rlZ+tME0IIIYQQQgghhBBXi/CvMmboC6V16L49zjndE70/Oez+6J5dHWbf/1N9NvSZPCzV/Y18071f5W3twSxiXpa5rBzymqv7ijrLsjqvjX0XrMN6pnuyevN8JtuzGr9mmC+EEEIIIYQQQgghribXOl8W6cukw4H3n8FqhDg2+lxeTdh73Xn/j/kZyT6T5kWwmnOCnRlhNYeimpf56HXO7vPoZcxkRZ/svnqPZYfmYRmveXwm6pWBNVE9+t7zerRm+0gTQgghhBBCCCGEEFeLR78xK4QQ4uITfel/UR4GXPTzX1Wq96fz/rHMId53fZZOQ3Tf93o/Zvusmbv2Gva6RiGEEEIIIYQQQghxOdCDWXESzumLSn1pKg6F/2xFn7Whd4hqZ9YRI+NrOnV7Es1bew5fd+zruUiMe4P3x+8zqlynD8t0+lawGq9F+OxM7d746/H7Q2FzZvE92LqzzxhZD8sNvJdlEcx11gzvj30GZoUQQgghhBBCCCHE5UMPZk/EVf7y7RyvXV+Gir3xn6ktn7Gq1nz/6v2MkcGc3x+DaN6ac/iaY1/LRWPcH7xHfp9R5Tp9WMbOgPgMUvmDTmbgc926QzHm4xn8/tREZ2G6vw62RobOYNkIn5+pt6x/9X7ETL7qJYQQQgghhBBCCCEuPnowO8FeX5hd5S/eomsfOpL5mYd0fcx57bIQXfOxsPkIyw2Y160dbPX3wM/YMnOmNsoO3RPlsv2h6Z6r4tTXMcs43zmccfa+2bk9mTfwfSyf7SPN6HpZzvCZTk3GqN/aY7D3ufaEncWuO8JnfH3G1vxs/SCqGbrH+9keyTwhhBBCCCGEEEIIcTnQg9kG9kXbXl+YndMXb3teVwc2q9K8X+29VvmZdlkY13aq65u51+ycW+uRyt8LPyeba7r3fQ3LWSbC59k+0qPcIemerWLkscbvz41zOJ+f3z1PJxdlhu4xnWW9Zngv22d9jJHxNZ26iK31A1+/td8sdg2I93FfYfnZOmOmbmS7zNRZxtfg2hPpiNULIYQQQgghhBBCiMvJpXowe+gvtPbqf25fvB3rPNEcpqNW+Z7MG2ypFfPMvH9D997WeqTy98LPyeb63Mzaa/7Vr9meaSxzDKK5s+cZeazx+8vIluvztTO9LBvVdHv5PuM1gtV5UI/WESPjazp1h8LPPsVZqjOsPROrY727YB3Wd7QIy/pXv2Z7pnVqhBBCCCGEEEIIIcTlRQ9mJ9ij/zl+AXesM0VzmI5a5Xsyb7C2dnhVb/F0Zu6XZX0N65FpzEM98yPvkPiZ/pyRz/ZsXdXvxei7tXdUf6gzXyZOcY9wpl9XWBZron22rsjqRR9/36o96gz0MR9pnk5mEOXW1LO178P6VhlWI4QQQgghhBBCCCEuL9fGF0L2pRCuDdNQZ1qme4/5PpN53vee91lm1rcM0we+PspGeoTviUQ51Jnvc37t/S5V7UxPzLK6tTO2+MOr6j1YE61xjxrToz3zjEhHr5vLMow1uU6Nz1T1nf5Dj7xDkp2n0n0m2mc1ezH6bu0d1R/jzLbGWcw3DzXUmZaR5VGPcqh7H/fe2wPr6fEZ3Ef42s7a4z3bd+vXMnp6mIc1zEdY9pT4M1X7TGe1HvQZnUzGmhnRHnXW1+fGawXWCyGEEEIIIYQQQojLxaPfmPVfBPkvhdiXRFUm68e0rfWRFunH7J9pHbCOrX3fau+1aD3D7MyMqtfYR72qGVv9WXw/3Ns6y6DGapnn/UwzPavPvIpuNpvnYX5VP9P/2Pjz2N6/et8T6YOo17nBznfos4++vjfuvZ9lM60iqhn6lpm+PsptZeZMHn9G06q1J/K69Wtg/boa0/c+315U5+xeX6TN0ukxMmthvbxmmBdlfE+fi+qEEEIIIYQQQgghxOXkqQez3si+OJr9Uqnqv7U+0yIdtUP0Z3RzHqyL1qh5neUQ86tcRLeuk4syQzdszzJeQyp/0MnMgj1tHc0ZOvOi/KCbj3pUWe9HfRid7Ex/5lX1M/1PAZ5nzTrCMljj9XMiOuOhz876olb5fs/yHaK6zvxIi/QouwXfc+wjfMbWpvt9tPZEXrd+Dd1+ndzeZ9sTf7ZqjzoDfZ/H9Vqwp8f8Ti7C5/AV9Swf7YUQQgghhBBCCCHE5UYPZt16VjOGh0QZpldgXba2PerexxzzUO/SratyM/NZdo/+M2foYj3HK659JvIizejmox6d7NgbqFd08tjb43O4Rz2i458aO4c/T7Rn565qI+2cwPOx9aHOz/pGZ4m0Kt8hquvMj7RIj7JbGD0N5huRbzr2ycC6CN/br/cCZ0b9q7mVf2rw+gzv4z7TUYvWGd0cw9d2enVqsj5R/XhlYFYIIYQQQgghhBBCXD7aD2ZN62aRqmZrfaZFOmpb+zN8dqbWg7VsvWZW1XOGmZooOzuX5aseW/21WF//6v1oH2lGNx/1qLJRXZeZswxm854qO9PrGPjz2D46Z5Rfo50TeD5b+zMf4hpYT3YWJNKY3iWqnZnvtUiPsrOMPgjzsz0SeaZntUbVw68PBZtRzT3kuUbvrf19fbXPdNTG2sBMRDcX4eurfszvakY0c7aPEEIIIYQQQgghhLgctP6NWdQzL9qzmizv9516r83UV36mRbrXotoOWMvWXsO995lW5cee9UCqHpne0XA/0xvZw68yEVjne3iPzWCa0c1HPTrZsUfQq2C9cO/p5LMes/1Rr2oPAZuZncN7/txZP+bthT/HDFGd1w9xftYTtbH2e1sjPjdL1ndW8+vI2wPrF/WtfGNr/WCvzAysX1czvHeIM+7d0xP1t9ke9DGfEWW7PdbUDw99ljUt6uP1LB/1EEIIIYQQQgghhBCXh6f9xux4zb4Uqr4wsnqWQ4/5PpN5zDciH2tnfe+t8XE/g+85u8Y9wjy2R832EayW4X2sQzCDOa8bmTfYUjuo5mdgHeuBvdkaYXWoew33qM/Um4cZr2X4ngzMYJbpg279rI/aMZidGeWz85s+O2uGbH4Fq4t67XkNdmbs6TV8tTUj8zKsL8K8TPOe1yJvT7Lenbks47Wqz/A9LOO1Lfh5vv8af4CZPThETyTqz3TUKj/TkGP4Ucb0ys/WmSaEEEIIIYQQQgghLhfhX2XM0BdG69B9e5xzuid6f3LY/dE9249xL2eJetjae9n+1LDzZGc89vm7887tvhrHOlc1J/JN936Vt7UHs4h5Weaycshrru4r6izL6rw29l2wDuuZ7snqzfOZbM9q/JphvhBCCCGEEEIIIYS4nFzrfBmkL4sOB95/BqsR4tjoc3k+4P2P3g/Tovcq0o9NdvaMY51/zDGYP8h8rGewmj059iymG5mPXue8Po9exkxW9Mnuq/dYdmgelvGax2eiXhlYE9Wj7z2vR2u2jzQhhBBCCCGEEEIIcbl49BuzQgghREX00EAPE86b6v3pvH8sc4j3XZ+l0xDd973ej9k+a+auvYa9rlEIIYQQQgghhBBCiA56MCtOwjl9EaovZcWh8J+tLZ+1UYv1fn8Monlrz+Hrjn09F4lxb/D++H1Glev0YZlO3wpW47UIn52p3Rt/PX5/KGzOLL4HW3f2GSPrYbmB97IsgrnOmuH9sc/ArBBCCCGEEEIIIYQQs+jB7Im4yl/uneO168tWsTf+M7X1MzbqsYffH4No3ppz+JpjX8tFY9wfvEd+n1HlOn1Yxs6A+AxS+YNOZuBz3bpDMebjGfz+1ERnYbq/DrZGhs5g2Qifn6m3rH/1fsRMvuolhBBCCCGEEEIIIUSFHsxOsNcXclf5i73qC88tvuEzVufBjOW8dlmIrvlY2HyE5QbM69YOtvp74GfsNfNQfbtE82bPcerrmGWc7xzOOHvf7NyezBv4PpbP9pFmdL0sZ/hMpyZj1G/tMdj7XHvCzmLXHeEzvj5ja362fhDVDN3j/WyPZJ4QQgghhBBCCCGEEB30YLaBfZG31xdy5/TF3p7X1SGahTrLVL4xPO9neaSbu4iw+3Is2NzoLOycW+uRyt8LP2ePub5+a781RDNnzzLyWOP358Y5nM/P756nk4syQ/eYzrJeM7yX7bM+xsj4mk5dxNb6ga/f2m8WuwbE+7ivsPxsnTFTN7JdZuos42tw7Yl0xOqFEEIIIYQQQgghhFjDpXowe+gvzPbqf25f7B3rPNGcaj7zs17eq/ojM1nRg93T6D4P3Xtb65HK3ws/Z+tcX7ul1xaiubPnGXms8fvLyJbr87UzvSwb1XR7+T7jNYLVeVCP1hEj42s6dYfCzz7FWaozrD0Tq2O9u2Ad1ne0CMv6V79me6Z1aoQQQgghhBBCCCGEWIsezE6wR/9z/ILvWGeK5lTzmZ9p3qv6I1l2eDO9xLp772tYj0xjHuqZH3mHxOZ6WHYLe/SN6g9x3svGKe4RzvTrCstiTbTP1hVZvejj71u1R52BPuYjzdPJDKLcmnq29n1Y3yrDaoQQQgghhBBCCCGEWMu18YWTfemEa8M01JmW6d5jvs9knve9532WmfUtw/SBr4+ykR7heyJRDnXm+5xfe79LVVvpUT2ryzLMQ9DzZH6n3oM10Rr3qDE92jPPiHT0urksw1iT69T4TFXf6T/0yLsM7HF92b1j+lbwzLbGWcw3DzXUmZaR5VGPcqh7H/fe2wPr6fEZ3Ef42s7a4z3bd+vXMnp6mIc1zEdY9pT4M1X7TGe1HvQZnUzGmhnRHnXW1+fGawXWCyGEEEIIIYQQQggxw6PfmPVfNPkvndiXUFUm68e0rfWRFunH7J9pHbCOrX3fau+1aD3D7EyvZ/WdXlm+2iOZt4Zstq2zDGqslnnezzTTs/rMq+hms3ke5lf1M/1FTHZvD3VfR1/fG/fez7KZVhHVDH3LTF8f5bYycyaPP6Np1doTed36NbB+XY3pe59vL6pzdq8v0mbp9BiZtbBeXjPMizK+p89FdUIIIYQQQgghhBBCrOGpB7PeyL6Ymv3Squq/tT7TIh21Q/RndHMerIvWqHmd5RDzq1xEty7KMR21WZ/lPVGmUzsLO2s2n3lRftDNRz2qrPejPoxOdqY/86r6mf6nYJyHwbKnxM7kzxbpe8H6olb5fs/yHaK6zvxIi/QouwXfc+wjfMbWpvt9tPZEXrd+Dd1+ndzeZ9sTf7ZqjzoDfZ/H9Vqwp8f8Ti7C5/AV9Swf7YUQQgghhBBCCCGE2IIezLr1rGYMD4kyTK/Aumxte9S9jznmod6lWxflmI5ax4/AGiTyspq1WE88k5+TeZFmdPNRj0527A3UKzp57O3xOdyjHtHxRQ+8X2x9qPvJ+kZnibQq3yGq68yPtEiPslsYPQ3mG5FvOvbJwLoI39uv9wJnRv2ruZV/avD6DO/jPtNRi9YZ3RzD13Z6dWqyPlH9eGVgVgghhBBCCCGEEEKIWdoPZk3rZpGqZmt9pkU6alv7M3x2ptaDtWy9ZlbVc4aZGpattG6N4b1ufdZzC9bXv3o/2kea0c1HPapsVNdl5iyD2bynys70Eq8F75ut/b08xL1lPdlZkEhjepeodma+1yI9ys4y+iDMz/ZI5Jme1RpVD78+FGxGNfeQ5xq9t/b39dU+01EbawMzEd1chK+v+jG/qxnRzNk+QgghhBBCCCGEEEJ0aP0bs6hnXrRnNVne7zv1Xpupr/xMi3SvRbUdsJatvYZ77zOtyo8964FUPWb1bB/1MGZ6dXRj+FUmAut8D++xGUwzuvmoRyc79gh6FawX7j2dfNZjtj/qVe1FZsv1Zfcs2+8B64naWPu9rRGfmyXrO6v5deTtgfWL+la+sbV+sFdmBtavqxneO8QZ9+7pifrbbA/6mM+Ist0ea+qHhz7Lmhb18XqWj3oIIYQQQgghhBBCCNHlab8xO16zL52qL6SsnuXQY77PZB7zjcjH2lnfe2t83M/ge86ucY8wj+1Rs30Eq2VEflWfeQOs91mmIZGOZPUVWMd6YG+2Rlgd6l7DPeoz9eZhxmsZvicDM5hl+qBbP+ujdpnYcn2sLuq15z20M2NPr+GrrRmZl2F9EeZlmve8Fnl7kvXuzGUZr1V9hu9hGa9twc/z/df4A8zswSF6IlF/pqNW+ZmGHMOPMqZXfrbONCGEEEIIIYQQQgghZgj/KmOGvpBah+7b45zTPdH7k8Puj+7Z1WH2/T/2Z6M771w/s8c6VzUn8k33fpW3tQeziHlZ5rJyyGuu7ivqLMvqvDb2XbAO65nuyerN85lsz2r8mmG+EEIIIYQQQgghhBBruNb5sklfRh0OvP8MViPEsdHn8mrC3uvO+3+sz4h9HrN5mY/1DFazJ8eexXQj89HrnNfn0cuYyYo+2X31HssOzcMyXvP4TNQrA2uievS95/VozfaRJoQQQgghhBBCCCHEDI9+Y1YIIYSoiB5K6GHF5aZ6fzvvP8sc4nOjz+JpiO77Xu/HbJ81c9dew17XKIQQQgghhBBCCCGuBnowK07COX2RqS9VxaHwn60tn7VRi/V+fwyieWvP4euOfT1XiXFv8f76fUaV6/RhmU7fClbjtQifnandG389fn8obM4svgdbd/YZI+thuYH3siyCuc6a4f2xz8CsEEIIIYQQQgghhLh66MHsibjKX86d47Xry1KxN/4ztfUzNuqxh98fg2jemnP4mmNfy1Vj3F+8x36fUeU6fVjGzoD4DFL5g05m4HPdukMx5uMZ/P7URGdhur8OtkaGzmDZCJ+fqbesf/V+xEy+6iWEEEIIIYQQQgghLj96MDvBXl+oXeUv5qovLCPfvE6GeYOOz/TLQHXth8bmIyw3YF63drDV3wM/Y6+Zh+rbJZo3e47udQydwbKn5FzP5fFnrM5s1+XJvIHvY/lsH2lG18tyhs90ajJG/dYeg73PtSfsLHbdET7j6zO25mfrB1HN0D3ez/ZI5gkhhBBCCCGEEEKIq4EezDawL+L2+kLtnL6Y2/O6OkSzUPcZVpNlqjzzM/0yMK7tVNfH5mbvgfe21iOVvxd+zh5zff3WfmuIZs6eZeSxxu8RpkfZU5Gd/1zw5+uet5OLMkP3mM6yXjO8l+2zPsbI+JpOXcTW+oGv39pvFrsGxPu4r7D8bJ0xUzeyXWbqLONrcO2JdMTqhRBCCCGEEEIIIcTV5FI9mD30F1579T+3L+aOdZ5oTjWf+ait8SNmsqJH9f543Xtb65HK3ws/Z+tcX7ul1xaiubPnGXms8XuE6VH2KpPdE+/N3D/LRjXdXr7PeI1gdR7Uo3XEyPiaTt2h8LNPcZbqDGvPxOpY7y5Yh/UdLcKy/tWv2Z5pnRohhBBCCCGEEEIIcXXRg9kJ9uh/jl/QHetM0ZxqPvNRW+NHZNnhzfQS6+69r2E9Mo15qGd+5B0Sm+th2S3s0TeqP8R5Ddb7kPMuKoe4J9jTryssizXRPltXZPWij79v1R51BvqYjzRPJzOIcmvq2dr3YX2rDKsRQgghhBBCCCGEEFeXa+MLI/vSCNeGaagzLdO9x3yfyTzve8/7LDPrW4bpA18fZSM9wvdEohzqzPc5v/Z+l6q20rN61LzfzY9XwzxP5WU+A2uiNe5RY3q0Z54R6eh1c1mGsSbXqfGZqr7Tf+iRdxnY4/qye8f0PWC9TRuvBnpeq8AaVpv5TEPQR7IMehW+drY+g/Ue+AzuI3xtZ+3xnu279WsZPT3MwxrmIyx7SvyZqn2ms1oP+oxOJmPNjGiPOuvrc+O1AuuFEEIIIYQQQgghxNXi0W/M+i+K/JdG7EukKpP1Y9rW+kiL9GP2z7QOWMfWvm+191q0nmF2pte79ZGeaayO1WT6WrK5ts4yqLFa5nk/00zP6jOvopvN5nmYX9XP9Bcx2b091H0dfT3ex32kRVT13f7RTK9X+0irWFMzw5ZzjpzP4j5aeyKvW78G1q+rMX3v8+1Fdc7u9UXaLJ0eI7MW1strhnlRxvf0uajuWPypP35n+a4XXV++5t/dWP7lP7u5/N3PuLX8hT93e/k//+id5cN+993lfX/TveVXvuv95e3f7sHyhm/wcHmd1+F9hBBCCCGEEEIIIcQ+PPVg1hvZF0uzXzpV/bfWZ1qko3aI/oxuzoN10Ro1r7McYn6Vi+jWRTmmew33mce0yu/oW2BnyeYzL8oPuvmoR5X1ftSH0cnO9GdeVT/T/xSM8zBY9pTYmfzZIn0vOn0xM3uOKt/tN3vOWa1iTc0Mvv/YR/iMrU33+2jtibxu/Rq6/Tq5vc+2J/5s1R51Bvo+j+u1YE+P+Z1chM/hK+pZPtofm/Gg9a/9hdvL8kPXWvz4y68t3/Mt15ev/Yoby7/5/JvL+73vPdpXCCGEEEIIIYQQQqxDD2bdelYzhodEGaZXYF22tj3q3scc81Dv0q2LckxH7dB+R9+C9RyvuPaZyIs0o5uPenSyY2+gXtHJY2+Pz+Ee9YiOL3rg/WLrQ93PTt/obF1GDTLrW4bpRlbHYNmMNTUzdM8W+aZjnwysi/C9/XovcGbUv5pb+acGr8/wPu4zHbVondHNMXxtp1enJusT1Y9XBmaPxZNPPrH8nb9xiz6IjRgPaP/gh9/Vb9AKIYQQQgghhBBC7Ez7waxp3SxS1Wytz7RIR21rf4bPztR6sJat18yqes4wU8OylXZoP9P2wPr6V+9H+0gzuvmoR5WN6rrMnGUwm/dU2Zle4rXgfbO1v5eHuLfdniO31/yqD/PX1GT6LHv1QUZPhPnZHok807Nao+rh14eCzajmHvJco/fW/r6+2mc6amNtYCaim4vw9VU/5nc1I5o52+fQvO7rPrH8s7/fezj7Hd9wY3nn5z+gfYQQQgghhBBCCCHENlr/xizqmRftWU2W9/tOvddm6is/0yLda1FtB6xla6/h3vtMq/Jjz3ogVY9ZHfesZs98piHDrzIRWOd7eI/NYJrRzUc9OtmxR9CrYL1w7+nksx6z/VGvai8yW64vu2fZfg+6PUduzXxWg1rlZ5rhvTX9K6qea7FeUc/KN7bWD/bKzMD6dTXDe4c44949PVF/m+1BH/MZUbbbY0398NBnWdOiPl7P8lGPY/GsZz2x/KvPu0kfxho/9rJry695t/u0XgghhBBCCCGEEEJs52m/MTtesy+Nqi+UrJ7l0GO+z2Qe843Ix9pZ33trfNzP4HvOrnGPMI/tUbN9BKtlRH5Wjx7zMcO8QVaf1RlRbQesi+abztYIq0Pda7hHfabePMx4LcP3ZGAGs0wfdOtnfdQuE1uuj9VFvfa8h3bmTs+1c3GGcWh/kGXQm2FrfUbWtzOTZbxW9Rm+h2W8tgU/z/df4w8wsweH6IlE/ZmOWuVnGnIMP8qYXvnZOtOOzXOf88Ty5f8qfzg7+KLPvbX8ynfVA1ohhBBCCCGEEEKIvQn/KmPGOXyhdBHRfXucc7onen9y2P3RPbs6zL7/p/ps6DN5WKr7G/mme7/K29qDWcS8LHNZOeQ1V/cVdZZldV4b+y5Yh/VM92T15vlMtmc1fs0w/5S84Rs8XF74b2/QB7KeL/3Cm8uv/3X39W/NCiGEEEIIIYQQQuzEtc6XRef0ZdJlA+8/g9UIcWz0ubyasPe68/4f8zOSfSbNi2A15wQ7M8JqDkU1L/PR65zd59HLmMmKPtl99R7LDs3DMl7z+EzUKwNronr0vef1aM32kXYq3uxNHy7f9NVPfzj7dz/jVvjv0H71l95cfst739MDWiGEEEIIIYQQQoiNPPqNWSGEEEIIIcTV4Wf+jIfLt3/9ax/O/pmPvfNI/4U//8Hy9z7z1vLff/DxB7Rf/5U3lg98/3vLM57BewohhBBCCCGEEEKIHD2YFas45m99nNNvmAghhBBCXBbe9nkPlpd88/VHD10/+RN++sGs8XPe9sHyGZ92e/nxlz/+gPZbv/bG8qEffHd5vdd7ej8hhBBCCCGEEEIIkbPLg1k9OLtanOL9zmbq8yeuMuf++defz/Pm0O/PRX//9edLZJz6/u81/x1/3oPlZd9xffkrn3Kb+m/9sx4un/qJt5cffenjD2i/60XXlz/04XeX5zzn8bpDc1nu/2Xi0Pfkqt/zq/6Zv+rzz52rdH/0WcjRn1WxhYv+/p37+fXn4+Kh9+x46F7n6P7sz1MPZsfN9WCwIsr7ngbLXkbYtQ+inNeRyj8Ga89g12dkGeYN1njW03y/9znUBL9fmWb7U7Blvp0fYblDsXVmVWv9szmZZzDf6jw+g3vUGSx7kTmH68rmR56dG/1K8575uEc9guW3sKVnVOvP6/csh77fdzTvmY/7iE6u24uR1Q5vbW+rZT28Z2AGc15HL8p0fK/NEPXtEtVaX/SZZjz/nR4sn/wJ/MGs8RZv/nD5c3/6zvJD3/vTv2GLvPTbri8f80fuLG/w+g8fZdmsSkMdqTymz5D1R1hmr/lMv2gc+joO1f+i3H92zqEZ3tsbnIEz8RUzqDFvFlYf9WfaVqL+hs9GWkQnm/lRfVdDfQ1R32qP+p5kMzJvhrV1l4XqHnbuT5aJ+nbZUjvYOl9s46Lf+3M/f3W+Y3z+L+p7bPcGYbm9OHT/i4a/93h/Mm+GtXWXheoeVvcnqtuTQ/c/FHZvkEcPZseChb2WkeX36H+R6Vz/2Ef3xLzIPyZrzsBqvIb7aEY2u/LMxzUS6ReNQ1xHdL/8fu+5XWz22vms7pDXws7KtBmyWuax+ZFnmsG8SmMZo9tzD0bfQ/XOONXcgc3O5s96qFU+2zO96rmW0ctgfoesFnuzOawWta0+23uGbzDf6GQYVX/UZ/uzfNXPa1m+qq98tkc98pBuLiKrZV6Wf+5zfvqhasUbveHD5U/8sTvLy7/z8Qe0P/jd1x/9W7Vv+iYPy/md883mZ6n6G8Pbe7713NLjnDj0dezd/6Ldf3/Oar830Tz/6v1K61L178zfwpr5WaZTj3uvHbp+FtbPNFyjn+33Iuq7x/xDnfkcGdeK18uu3WvZ/bF+nUxX93QyGd05F42Lcl0X/d6f+/mr8x3yc2K99+p/yLNmHGvmKa7tIhDdF6+vuX9X6Z6Pa8XrZdfuter++J57Yr336n/Is2bgTD2YPQJ4rVuu+9T3bO18Vrf2nkTZrMfwzMf1ZQOvi13j2uves9chOfT17XnNe9+/rF91LZXf0ZGZfoPZ/Fqw5yH6nzuz74HBvOpeei3rb3QyW9jSP6sdnvm4Rh/3Xtvqs31ElRt+txeD1W7pN5jt6b2qfqvP9kjm7cXs/D3PNB7kftRH3F1+4pXPeewB7X/9/uuP/s3ar/1P/+KpvJ9dna9z1i3XM1M7siy/Zb6xR49z4NDXcaj+F+X+4zmjMx/yWnxv2/tX71dal6p/Z/4WOv1RG+usplPP1pFW7b3Wyc/A+pmGa/RxH2lbiXruMf8Q5z1n8Ho7969zf9bew0P2nuEYMw7BRTj3Rb23xrmf/xzOt+cZTnE9x5p57p+lUxHdF6bP3sOrds/xejv37xzuz55nOMX14MxrMwcY2SwfeUyfmXvRwWvdct2nvmdr57O6tfcky0be0M3D9WWjuq611+3rzvX+7XV9EXte9yHuYdST6ahVfkdHZmtn5m/hED0vEtX1d98f3M/c07Xz92Jr/6h+6ObhGn3ce7J8VYt0slnGvJmZHla7pd9gtqf3qvrZ/oOZmqrXXszMP8SZXvjCr1g+/PfeXb7jG2489oD2Na+6s/zVT7m9vO3zHv8N2up83bOuvabZ/lF+7Xxja/05cOhrOGT/i3D//RmjMx/qWlhf0/xrxtrz+bpDzmKwXpVma6b5NdNmsp09aszbQjQL5/lMVOO1rUQ9u/OHlp0r8y4b1bVG989ryNr7161b27/Lofsfioty7ot6f41zP/+pz7fn/FNcyzFmnvtn6JRE94bpkZbd38y7bFTXGt0/rx2TPeef4lpw5skfzFrPaI/5yGO+Zao9q490D+YyqrrMQzIfe7Cc91mmIqrxPXGNGbbGvdV5H1njYU9ce9/rHpbzmt+znPeY7zMz3qzfAWt8facvZjCLa59lmteRzKuo+nq8x/JMQ5iHNQhmolxW78Esq1s7I/Nnepo2Xg22x3zX8z7LVL7PZD7TPJjBHO6Z73PMMzJv0K2N1hVb5yOzvmWYPvD1LMs0082brTXQj9YVnWyUWTvTw2pNG6+Gz8wS9WB6V0Myf2Y26uOVZUzPvCpnflf3mvU10GM+Zrz+whf+h+WDP/De8qIXPP6A9qdefXP57E+/vbzDz33wWH+2xr31976R6ViHa9uzHMLynkg3rPfa+gzs7ft4vcp4b4as9hD9sZ+tfcZ7zLcM0wdVvfd9JvNmYH1xz3SbaRquZ2F12BdfI9bOHvjaTq8t8zysV6XZmml+zbSxRjDX9SONeVuIZuE8n4lqvLaVqGd3/tCyc1Ueq0ctylSekWXQQx/3zPe5LGNEXlYzyOqMyLfXKDOoPA/zsIb5Ua7yIzCf1ZoX+YMog/ssw3Tms1zmMT/KMM10W2PO771ma0aUtT6+PtNMx70nqvMe+l7ze5bzHmYiPapDPct1faZ5PdOQzEdvLw7VF8lmZNeHHvpeRzp+1MfrPmP+nkR9mR5p2dkqj9WjFmUqz8gy6KGPe+b7XJYxIi/To56oZ7muzzSvZxqS+ejtBfadejBbEfWyi0GiDO7Zmmnej/JRTVXfrYvo1lT9Ip/p1cxqFiOrqeaZzjymZz2YPshqzMO1J9IH3mN71KI107b6mYZUfkZ1nlm96pf5LJ/pXUZ91mNmLmqVn2mRPlPv8bmZXtWMzM96eqIM7tl6Vov0mf6Vn2mR7vv7jPcjr6MbmR/Nq3oia+czvTpDV4v02XrzcO2pvGpd0cnOzp+F1Q7N63vPMKL5Hc2IvKHvUZflIt17LFvVe9DHvNcqP9KefPKJ5f3e997yH7+cPaC9tvzjz761PP+dXvuAdtRHfb0e5bxmoMd6MS3ae49lPFX/SOvQ6YX7zMu0iqymM7Miqhl61p/VdbVIz/pX+0irmOmTnWHN7EE1y796hh55HVhtp9+WmUjUpzoXW0c+02aynT1qzFtL1GvoOM/nWB3TIqynh+W8FulRNqPbn+2zTFXPtKzea2O9pR41phuZN1jr+7lZrqt3NWRt/7FmeB/3tu7smRb1m61ds/da5Wea6d7DfdWrWo/XKMP2M5qR9ez0GvuoplMfaUjkD917s/tIi3TUtvoVI8tgOa/tSdbfe7ivzlqtZ3zv2dpnWE2E1XtYzmuRHmUzuv3ZPstU9UzL6r021lvqUWO6kXmDyGd9Z/eRFumobfUrRpbBcrbe9cHsoBoYkWWqnt6v8hkjl/WL1hndmqpf5DO9O3OGzvmiTHYeVtPpw8h6+VfPrI5kGeahVvWv6jMNqfwMq816RN6ac2W91s7pMtuf6ahVfqZF+kwW6fZa07+aPZiZhczOnZlTZaM6o/KNPednvTKP6UhV6/1OTyTLV7MjrfIzLdMZWV//GtHp4fUuW2ZH+xk6/SOtQ1YXeTPzO+eaPcMWLdK3ZlFb4zOi3Ou8zhPLe7/n/eWHX/oOjz2gHXzhP7m1vOgbPvOpvO9Tna+jD4bX7YWa91ne6PZndHOe7syhzWS9VhHVrOnFmOmPWuVnWqRn/at9pFXM9Imya+Ya2SzzOjMqP4LVec3mo87q1hD1YXo039aRz7SZLNMy33tjb6DeIaox3b96v9K2EvXcc35VN3yfmZnfrUeq/lt9zyG8QeQzfY+sp8odYuZgpn7o3qtmmV/lBp3+1d5rzI+oejFtxmfrqt7vWd7o9PJ0avaaOdsn0lHLeiJ79p/x9+IQPZGofzW3uv5qPeN7z68zbStRzz3nV3XD95mZ+d16pOq/1ffs7VXzs57Inv1n/L3AnpfiwaztDdTRZ7qBtT6L+2idsVcu8ofOyDLodanqot6V1q3JdCPr5V89szqSZZjntbFHvIf7GQ2p/AyrzXpUHuI93DMN61g+09fAes3MRa3ba23/jj44VX9kZhYyO3dmztAZWQa9jm+Zro5a5dveNJbPdKSq9X6nJ5Llq9mRVvmZZgwPYZkB80zzrxk+E9V2eiFVnvlDi/DZClbT1Sqqmsg/xJkOMWtrz0ivtE7N2CPoYYbpA/N+9a+6v7z6+59PH9B+yRfcXN7j195/9CAXe7G+a8/Q7YWa1TGwxrIdjdHNeewsnigX6R6fq4hq1vRizPRHrfIzLdK9NvYG6uZ1tIqZPlF2zVwjqzWv23/NOVhNR1szixH1qc7A1pHPNOYja+pNq2pniOr8LJ9jdVGvLUQ995yfzTDPZ1gNy8zUI8xHbavPiPysbs+es/OHjkQZphtZHYNlGSzrNezJPNx7rDbLoc9y5lcekmXQQ5hXaTM+W1f1fs/yRqeXp1NTzWREWaYPZmpQy3oie/b3PgPze3CInkjUv5rLfNSq9YzvPb/OtK1EPfecn80wz2dYDcvM1CPMR22rz4j8rG6mBrWsJ7Jnf+8zML8H2POaF4wtg31tp1eWqc63d/9sH60z9spFfrc/sqZmkNUNj/mVtqYmw+ds7189szqSZZhX9US/Wz/Tcw2jPusx0x+zrC7zozmRXlHNz7RIR+3Q/T2HzM/2Yfhcp252blfL9IyqZut81GZ9ls90T1bPvK5mZP27OmqVn2kRWdZ7tvev3u9oM1mvGWs9o5OJ6J51dsaWc3fmZ/079Uin90zPmezAe1X9bP/BbI2f9y6/9MHyef/gFn1A+1VfcnP5Ly/6pEcPaH0t9vCaEXlD7/Za09/wfpU3ujnPTH+WXTsXyXqcoj9qlZ9pkV71R2ZmRUT5GX1os3ONqs78aG5Hy8jy3qv2a5iZ7zV2nsz32rF9lq/Iaszzr96vtK1EPfee72tn915bU4/M9vfaVt8TeVnNYKZuzXxktucg8jvzMqqzeL/ae7JeTNvSv0tW05mP2ozP1lU9akz3+ExVE83K9kjV3xPlZ3TUuvP37F/5h+CQc7Le1Vzmo1atZ3zv+XWmbSXqufd8Xzu799qaemS2v9e2+p7Im9FRy2Yhe/av/EOAc+iD2eggQ+8cstsPyTLMYzMQ9Mz3moEeq/c+W2fslYt8pqNW+TN0zuAznflraiKiXv7Vk/WPekZ7hHmobfUzDal6Vsz0r/TsLGMf+d5DIr2C1VVatLb9jI+61yI9yg6816nH/UxvJPOQbHbE7NyuFumobfUzLdJn+vs1y5vHdM9svderOVv7e63yMy3So+zAe7b3r95fozE9yhmZX9UO2LxO3SDKsZ64zvozr6sZ6Plc1avyPax/1W9Wj7ID71X1W32mdet/0S94sLzie37d8ppXPf6A9uv+/Y3lA97v3vKMZzzeg/U0snl+HWmz/ZG1/aO+Q4+8QacX7jMv0zKqfGdmRpZnHmqVn2mR7rWxR7yH+0jLyPKz82ZnD6oa86vZmZaR5b1X7SMtY8/5Y4/abL3XDl3fIasxz796P9rvRdS3O3/onbNl/VgP1tPX4LrK+32Vn/XHfqbeE3lZzSCrQ2+2D8t3NQT9aJ1pESOb9fOe902P9pnn92PtfdSZH+XZmvmerf3HPvLZOssjPhfBMl7D/Wze06lHIm9G91q1jzSmjz1qs36kbSXq6c/jqfzBrI97Vhv5bD3je8+vM20rUU+vZ7nOubJ+rAfr6WtwXeX9vsrP+mM/U++JvBnda9U+0pg+9qjN+pG2Fez56MGsiYZpnso3MGM1UR36Mznv4R41rDF8FnPROvPGOsIyWQ4zLFv5LJN53p/F12NPW0cZ5rEM87wWgVnsh68sg5iHMB817yFZxnveZ5nM8z5S+RlRnfVEZnyfwb33Mw8xr8NMfeT7Wp/LfPRQRyof8b6vNTCDOa+jh7CM1xiYy/p5fyaXed5nmczb22cZpnc0v/Z57zEiP6vr9h6wTFWPPstkvvdmfQ/6mMdXlkHMQyJ9UNUiLIP1RjeD6wisifKRF+UNrENYzmv/P3t/Hvfdtl11geece/pzbvobQkKTgCR0AS0akTZVFhItpRcRQZCiS2hEkBIqNAUKYgSECIKIFAVqKUJdPnSmkKakaNQkkAASCcR0JOGmbwihS37e9Zx3njOe8YzZrLX3/jXPM//4stcaY8w51977917OvTvvvUhUp4gy6DGq1q6q1nREeZGGZNlMQ1157CPsqxql/dXP+UOnr/ySH3P61q9/+Ldo/+Znv3D6Of/XV06f9Vn/44M6BftYY2vOZB77Wc7TVR3qkY8ag7WcRS3LKC+jmj+iv+qZaagrj32VYQ/3SsNalY+o5KPeqEc5j0oW+7NnOqIyHpW81xt1BnMRUZZ7cjbS2Tc4p4h8rPdykc9eRlSDPfHKa8Rq9yKaEXlM5hsqg7VqbftM4zVieuahv6pFPuoK9rl2xcccegpVz8z4iOdjrfIjLB/VouflTEePNd5zjte2t7WnWY0Reewz6KuaioZ7pUc1Y62IPMTLWX/lo4c+6+ghlYzBPteiX9WquvI5g/sVH/U94N7cX2lIxVc6Y31UHj30WVNrpVWyrEfaFrAf9408JvMNlcFatbZ9pvEaMT3z0F/VIh91Bftci35Vq+rK5wzuV3zU94B7D97+MLs3o7nSj0DNOuf8p8il329Gv//mKXPtv//+83ndHP1+bv3995+vJuLSz/9W3//Hfewbp9/2m146/b333f84O/jiz33+9It+/iun97xH1yL9/M/H0fd67c9SnW/PM1/6/nv+ZedfO/18HtLPJKb/TNe59rOq8x195nM+k+qsmTOd8/wrXPv5nhL9Lq6Pficx/Xy28Sg+zA7GPERlmqdD/waap8y1//77z+d1c/T7ufX333++mohLP/9bf/8f89FvnH7Dr3359A1f9vyDD7Tv+/znT5/yS14+fcS3eUPWDvr5N+dkvG9EZZqmeRr0vwbEXPr53Mr7sf//5NrPi+c8x1nP9Twq95T5itn8ubn28zXNJek/HzH9fLZx2IfZpmmapmmapmmaWT7qI984/epPefn01V/08APt137J86df+6tePn37b+d/oG2apmmapmmapmmaprlW+sNsczXg/5VF/19cNJfknL+//q03TdM0jebD3/PG6Zf+oldOX/Z5Dz/Q/t2/8/zpP/r1L5++08f0B9qmWWXrv//aWt80e3HO31//1pumaZqmaa6Trf/+ZGv9DLt8mO1/MI3p55Nzzh/9LP3+nhaXeN/RzP79NU+Za//995/P6+bo93Pr7/+W/nx96Ie+efoFn/TK6Qv/lxcefKD95q947vQ7fstLp+/2cf2Bdk8e+7++Pfb7q4DPYOV5bK0/kn6/T4tLvO9oZv/+mqfMtf/++8/ndXP0+7n1999/vpqIfv73n8HK89haP8tzYwijghmrdY+F7Blmz8er25Oj+28BzzZ7Tnt2yEomwstzT0NlHyPq3gdejnUk88/B6hns/owoo7zBimc9zec951Br9POKNNtfgi3z7fyIyh3F1plZrfWP5kSeoXyrYziDe9QVKnvLXMN9RfM9z86NfqaxZz7uUfdQ+S1s6enV8nl5r3Lo876isWc+7j/og948/cyf9urpf/2shx9o/9HXPHf6ff/ZS6d/8nu9fq/G4F4zRLXq3FWsVvVgz8AM5lhHz8tUfNYYr86Dfa5VfrRHsIeXYx/3jKrZm6P7R+DslXNsqR95ZiUT4eW5p6GyjxF17wMvxzqS+edg9Qx2f0aUUd5gxbOe5vOec6g1+nlFmu0vwZb5dn5E5Y5i68ys1vpHcyLPUL7VMZzBPeoKlb1lruG+ovmeZ+dGP9PYMx/3qHuo/Ba29PRq+by8Vzn0eV/R2DMf9x6VXLWXIqod3mpvq1U92DMwgznW0fMyFZ81xKvbk6P7R+DslXNsqR95Jsvc/Y1ZDvK+wkrNrWIPD/foKy17PtxzT6z3Xv33Piv22tLXq1X67Jwov0f/W6Zy/2PvPRPzPP+crJxB1bCGe29GNDvzzMe1l7lljrgP73nxfu+5VWz26nxVd+S9qLMqbYaoVnlqvueZZigv01TGqPbcg9H3qN4Rl5o7sNnR/FkPtcxXe6VnPVcZvQzlV4hqsbeao2pR2+qrvfEBH/Dm6V/7V149fdNXfNyDD7Tf8nXPnf7A73vx9AO+/zsfaEcfr1eE1Xm1qM/2V/msH2tRPqvPfLVXzMzx1orhWwbX6OOetcxXe2b4WWYV671X/9lemF05w9Z6w6tV+uycKL9H/1umcv9j7z0T8zz/nKycQdWwhntvRjQ788zHtZe5ZY64D+958X7vuVVs9up8VXfkvaizKm2GqFZ5ar7nmWYoL9NUxqj23IPR96jeEZeaO7DZ0fxZD7XMV3ulZz1XGb0M5VeIarG3mqNqUdvqqz0zfEP5RiWjyPqjPttf5bN+rEX5rD7z1Z4ZfpZZxXrv1X+2F2ZXzrC13vBqlS4/zHpaxJYD3yJ4v5Xndw3PZ88zXMP9MN6ZlD57/ii/R/9bBu91y31f+pmtzld1q8/Ey0Y9hmc+rh8beF/qHlfve89eR3L0/e15z3s/v6hfdi+ZX9GRmX6D2fwq2POI/tfO7DswlJc9S9ai/kYls4Ut/aPa4ZmPa/Rxz9pW38sg7373m6cf+yNfO33j+773gw+0gz/+B188fcIPee2uT9YrQtVu6TeY7cleVr/VV3vFyEQ5z8t6Y19co6/WM5rKnJs9z3AN9zOLd2alz95flN+j/y2D97rlvi/9zFbnq7rVZ+Jlox7DMx/Xjw28L3WPq/e9Z68jOfr+9rznvZ9f1C+7l8yv6MhMv8FsfhXseUT/a2f2HRjKy54la1F/o5LZwpb+Ue3wzMc1+rhnbauv9h5ZbvjVXgpVu6XfYLYne1n9Vl/tL8GeZ7iG+5nFO7PSpz7MDs1rPoi8x0Z2r97zY+2c7Dn/Gt/11mc+slHe87bOvXXwXrfc96Wf2ep8Vbf6TKKs5w3dPFw/NrL7Wr1vrrvW57fX/Xnsed9HPEOvp9JRy/yKjszWzszfwhE9b4ns/qvvB/czz3R1/l5s7e/VD908XKOPeybKZ7VIJfuZn/kZp0/84a+d/tQffZf8QPtn/ti7Tn/jr/+Ouw+5qj5DnWHmHhSzPdnL6mf7D2ZrzKtkqroxfOzPedxHXsZM9gj2nH/pe1lBnXn2/UV5z9s699bBe91y35d+ZqvzVd3qM4mynjd083D92Mjua/W+ue5an99e9+ex530f8Qy9nkpHLfMrOjJbOzN/C0f0vCWy+6++H9zPPNPV+Xuxtb9XP3TzcI0+7pkon9UilWyUMW9mJqNqt/QbzPZkL6uf7T9YqTmaPedf+l5WmHknZ/swa7WcQc3LZJ4RZdBDH/fK51yUMTwv0r2eqEe5qq801iMNiXz0zoWaO3OW7OyeF821nt4e856nfMtke1Xv6QzmIrK6yEMiH3uoHPsqk+HVcE9cY0atcW917CMrHvbENfusMyrHGu9Vjj3lc2bGm/UrYA3XV/piBrO45qzSWEciLyPry7Cn8kpDlIc1CGa8XFTPYFbVrc6I/Jmepo2rofaYr3rsq0zmcybylcZgBnO4Vz7nlGdE3qBa660zts5HZn3LKH3A9SqrNNPNm6010PfWGZUsZn7YD3799Ef/2xflB9r/6c+86/TjftSr0x9o1RlMG1eDM7N4PZRe1ZDIn5ltmLd338HwsT/nTfM83Ed4Wa83elmu6iuN9UhDIh+9a0Gda+as2b15XjTXenp7zHue8i2T7VW9pzOYi8jqIg+JfOyhcuyrTIZXwz1xjRm1xr3VsY+seNgT1+yzzqgca7xXOfaUz5kZb9avgDVcX+mLGczimrNKYx2JvIysL8OeyisNUR7WIJjxclE9g1lVtzoj8md6mjauhtpjvuqxrzKZz5nIVxqDGczhXvmcU54ReYNqrbfO2DofmfUto/QB16us0kw3b7bWQN9bZ1SyXmZ1JqNqTRtXgzOzeD2UXtWQyJ+ZbbrheVmu6iuN9UhDIh+9a0Gdyzvrbv9VxgOvhnW1jzJZvdKietbGeks9ako3Im/g+arv7N7TPB21rf5WRi+FylW0Vbxedh7Ey+BerZXGvpf3arL6ap1HtSbr5/lKz2ZmsxRRTTbPdOUpPeqh9EFUYx6uGU8fsKf2qHlrpW31Iw3J/IjsPLN61i/yVT7Sq4z6qMfMXNQyP9I8faae4dxMr2xG5Ec9GS+De7We1Tx9pn/mR5qnc3/OsO95Fd2IfG9e1hNZna/07AxVzdNn683DNZN52TqjklWZf/r7vX766i/9EXf/m7P8gfav/MUXTv/6T3r19IEfeL/GQ/UfGuuVs3pEtd78imZ43tBX6gboRf1ndGP4lsE1+mqt9hFZ1vOHns3N9p7m6aht9Y9mzFKoXEVbxetl50G8DO7VWmnse3mvJquv1nlUa7J+nq/0bGY2SxHVZPNMV57Sox5KH0Q15uGa8fQBe2qPmrdW2lY/0pDMj8jOM6tn/SJf5SO9yqiPeszMRS3zI83TZ+oZzs30ymZEftST8TK4V+tZzdNn+md+pHk69+cM+55X0Y3I9+ZlPZHV+UrPzlDVPH223jxcM5mXrTMq2dn5s6jaobG+9wzDm1/RDM8b+kqdMdN3du9pno7aVv9oxiyFylW0wa4fZgdZ3fA5MzO/Wo9k/bf6zN5eNj/qiezZf8Y/F+c4x+qMKJP1ZD/LR4xc1M9bR1Rrsn6er/TqzBkq5/My0XlUTaWPIurFV2ZWR6KM8lDL+mf1kYZkfoTVRj08b+VcUa/VOVVm+ysdtcyPNE+fySLVXiv9s9mDmVnI7NyZOVnWqzMy39hzftQr8pSOZLXsV3oiUT6b7WmZH2mRroj68tWj0oP1Kltmf6/v+frp9/yOl07f+vUP/xbt5/3lF04/+6e/cvrgD75fy0T9M61CVOd5M/Mr51o9A+JlZnTDfL6yn3kVorznKR216hn27D/jXwvnOOfqjCiT9WQ/y0eMXNTPW0dUa7J+nq/06swZKufzMtF5VE2ljyLqxVdmVkeijPJQy/pn9ZGGZH6E1UY9PG/lXFGv1TlVZvsrHbXMj7Q9ssgRZzGy2YOZWcjs3Jk5WdarMzLf2HN+1CvylI5ktexXeiJRPpvtaZkfaZGuiPry1aPSg/UqW2Z7+xkq/T2tQlTneTPzK+daOcNgZiZqUU9kz/4z/rUwc86zfZgdunmcUTUqM1OPKB+1rb7C86O6mRrUop7Inv3ZV2D+HKiZe59jdUaUqfQcewN19JVuYC1nce+tI/bKef7QFVEGvSpZndc706o1kW5EvfjKzOpIlFEea2OPsIf7GQ3J/AirjXpkHsIe7pWGdSof6SuoXjNzUav2Wu1f0QeX6o/MzEJm587MGboiyqBX8S1T1VHLfNubpvKRjmS17Fd6IlE+m+1pmR9pxvAQlRkozzS+RnDGq630QrK88oeG/JXP+WOn933xTzx9y9e98uAD7Rf99edP/9bPe+X0YR92vwf2WtUyshrPP+JMW2bN1Ea6YT5f2VdkvZmVXkpHrXqGPfuzr8D8NaDOtPc5V2dEmUrPsTdQR1/pBtZyFvfeOmKvnOcPXRFl0KuS1Xm9M61aE+lG1IuvzKyORBnlsTb2CHu4n9GQzI+w2qhH5iHs4V5pWKfykb6C6jUzF7Vqr9X+FX1wqf7IzCxkdu7MnKErogx6Fd8yVR21zLe9aSof6UhWy36lJxLls9melvmRZgwPUZmB8kzjawRnvNpKLyTLK39oHpzNUDVVLSOr8fwjzjQzy5ipQS3qiezZn30F5q8BdSbvnLt/mB1w7eyetZV6ZLY/a1t9xvNmdNSiWcie/TP/EnjnyM4/C9dWekWZ7Hx794/23jpir5znV/sjKzWDqG54ys+0lZoIztmer8ysjkQZ5WU90a/Wz/RcYdRHPWb6Y1bVRb43x9MzsvmR5umoHd2fOTI/20fBuUrd7NyqFukRWc3W+ajN+iof6UxUr7yqZkT9qzpqmR9pHlGWPdvzlf2KNpNlzVj1DMt8zEe/cfqNv+7l0zd++fMPPtD+nb/1/OlTfskrp2/z4W/I2hUtYubcFZ21qH+lHqn0nukZzRqYz1f2PZQf1XjejI5aNAvZs3/mXyPeObP7m4VrK72iTHa+vftHe28dsVfO86v9kZWaQVQ3POVn2kpNBOdsz1dmVkeijPKynuhX62d6rjDqox4z/TGr6iLfm+PpGdn8SPN01I7uzxyZn+2j4FylbnZuVYv0iKxm63zUZn2Vj3QmqldeVTOi/lUdtcyPNI8oy57t+cp+RZvJsmasekYl41E96+yMLeeuzI/6V+oRz5vRUYtmIXv2z/xrxDun0uWH2aiB5yFRP9VD9eQaXGd53mf5WX/sZ+oZz5vRWcv2nqb0sUdt1ve0o/Fmsh7lKueu9kOijPLUDAQ981kz0FP17Kt1xF45z1c6apk/Q+UMnKnMX6nx8HrxlYn6ez29PaI81Lb6kYZkPTNm+md6dJax93z2EE/PUHWZ5q1tP+Ojzpqne9kBe5V63M/0RiIPiWZ7zM6tap6O2lY/0jx9pj+vVd48pTOz9axnc7b2Zy3zI83TveyAPdvzlf0VTelezoj8rHbAmb/8l/706Uu/4OecvuaLH36gHdq/9ytfPn27j3rrA63Xn3Xcj7VXN1BeVTPQ41zWK/OZ2f6R5umo2Zqv7Htsza/o2cxKjaePPWqzvqddGu9MrEe5yn1V+yFRRnlqBoKe+awZ6Kl69tU6Yq+c5ysdtcyfoXIGzlTmr9R4eL34ykT9vZ7eHlEealv9SEOynhkz/TM9OsvYez57iKdnqLpM89a2n/FRZ83TveyAvUo97md6I5GHRLM9ZudWNU9HbasfaZ4+05/XKm+e0pnZetazOVv7s5b5kebpXnbAnu35yv6KpnQvZ0R+VjtQ8yp1Ay+neuI66q+8qmagx7msV+Yznjejs5btPU3pY4/arO9pl8Y7E+tj/9z4fxgMIZlvqAzWqrXtM43XiOmZh/6qFvmoK9jnWvSrWlVXPmdwv+Kjfg54tpofeUbmG5ixGq8O/Zkce7hHDWsMzmLOW0feWHtYJsphRmUzX2Uij/1ZuB572trLKE9llMeaB2axH15VBjEPUT5q7CFRhj32VSby2EcyP8Krs57IjM8Z3LMfeYh5FWbqPZ9rORf56KGOZD7CPtcamMEc6+ghKsOaAnNRP/ZncpHHvspE3t6+yii9ovGa8+wpPD+qq/YeqExWj77KRD57sz6DPubxqjKIeYinD7JaRGWw3qhmbD3+duz//d9+5e5vy/IH2n/8da+fvvwLf+rpcz77T9yr9forHTUE6xCVYw2J6hRRBj0GfVVT1Vhn0Le10nDvUc0NOIO1hvIiraornzO4X/FRvwb4bOp8kWdkvoEZq/Hq0J/JsYd71LDG4CzmvHXkjbWHZaIcZlQ281Um8tifheuxp629jPJURnmseWAW++FVZRDzEOWjxh4SZdhjX2Uij30k8yO8OuuJzPicwT37kYeYV2Gm3vO5lnORjx7qSOYj7HOtgRnMsY4eojKsKTAX9WN/Jhd57KtM5O3tq4zSKxqvOc+ewvOjumrvgcpk9eirTOSzN+sz6GMeryqDmId4+iCrRVQG641qBtceWOPlPc/LG1iHqBxrSFSniDLoMVkt+lWtqiufM7hf8VG/Bvhs6nzs3f2N2SNQw5t36Odz25zz/alZ/fs5lku/34x+/81T5tp///3n87o5+v3c+vt/yn++xv++7C/8ua/c/e/N8gfab/6K506/47e8dPpuH3f/v+L4qfHY//Xtsd/fU+ec71fN6t/XsVz6/Wb0+2+eMtf+++8/n9fN0e/n1t9///lqIvr5Xzf9YfZC9PO5bc79/sY8RGWap0P/BpqnzLX//vvP53Vz9Pu59ffff77ePH3wB795+tk//dXT5/3lFx58oP2HX/3c6ff+zpdO3/vjX5e1j53H/q9vj/3+njrnfr9jHqIyzdOhfwPNU+baf//95/O6Ofr93Pr77z9fTUQ//+vmsA+zTdM0TdM0TdM0t8gHfuCbp5/yr756+py/8PAD7bd83XOn//b3vnj6p7/f0/xA2zRN0zRN0zRN0zTNOv1htpGc8/+iov+vN5qmeergvw6u/Gvi1vqm2Ytz/v76t96cg3e/+83Tj/tRr53+xz/9rgcfaAd/7A+8ePphP/g1Wds0t87Wf77YWt80e3HO31//1pumaa6brf98srW+afbinL+//q3vT+nDbD/4p8Ul3nc0s39/102/n5hbfz5P/f2e4/5xxsq8rfVHcm3naY7lEu87mtm/v+vm6Pezd//xgfaf/+deO/3pP6o/0A59+COn6s9N//6vm1t4P3jGlfNurT+SW3j+zX5c4n1HM/v3d90c/X6e+vvv3/918xTeD97jyv1urT+Sp/D+mne4xPuOZvbvb57y35j1Hu7QFSr7GFH3PvByrCOZfw5Wz2D3Z0QZ5Q1WPOyJV84r7TFg92X3xnvOobYnXu/oLBGVbOSr+qqGnqerOrXHHO4jZrKImjuLV5/13WN2xtH9I855byuzttSPPLOSifDy3NNQ2ceIuveBl2MdyfxzsHoGuz8jyihvsOJhT7xyXmmPAbsvuzfecw61Pan2jnLRGbP+UW3EJ/yQ1+7+pqz6QDv+Zu34G7b2gXal/15UZ0e51WdkbK0fqHrry1R9zrGOXpTJiGpXe54LPN/KWbfUjzyzkonw8tzTUNnHiLr3gZdjHcn8c7B6Brs/I8oob7DiYU+8cl5pjwG7L7s33nMOtT2p9o5y0Rmz/lHtXhzdP6I6O8ptfUZb6weq3voyVZ9zrKMXZTKi2tWetwLe38q9bqkfeWYlE+Hluaehso8Rde8DL8c6kvnnYPUMdn9GlFHeYMXDnnjlvNIeA3Zfdm+23vxhdqC8KP/YqNz/2HvPxDzPPycrZ1A1rOHemxHNrnh8RYYW9Zhhz157wGdRZzv6zFFvNRv3qtY0L1et57XSZv3ZvacpRq6aRbBmtT6anfWMardivffqv9Jrr9kK7L0yZ2u94dUqfXZOlN+j/y1Tuf+x956JeZ5/TlbOoGpYw703I5pd8fiKDC3qMcOevfaAz6LOdvSZs94238uhrjJenRH1rjD+N2bH/9bs+N+c5Q+03/QVH3v6/L/x60+f9Vn/s6ydZeWs1fv3cqhnvRR71BvKi7RKTZSv1GdE/T3tWsjOnrG13vBqlT47J8rv0f+Wqdz/2HvPxDzPPycrZ1A1rOHemxHNrnh8RYYW9Zhhz157wGdRZzv6zFlvm+/lUFcZr86Iem/Feu/Vf6VXlreeXg71rJdij3pDeZFWqYnylfqMqL+nVRh1q7VHwWfy1lW21hterdJn50T5PfrfMpX7H3vvmZjn+edk5QyqhjXcezOi2RWPr8jQoh4z7NlrD/gsY98fZncA73XLfV/6ma3OV3Wrz8TLRj3M4+uRnGNGFTzLlnMdVTs89nHvrRnPq9RHGVWT9fR8lY10ZuSqWWM2H7H1/Edyjvv0uIb7P5qZd7/n89uj/y2D97rlvi/9zFbnq7rVZ+Jlox7m8fVIzjGjCp5ly7nOUatyFW3L2Wb43h//+un3/s6XTv/oax5+oP3mr/ro08/+6a+ePviDde0Ms/dTzVeepad5bK1HKnVZhv3ZvKd5VOpn+h3FNZwhwjtf5flmRPk9+t8yeK9b7vvSz2x1vqpbfSZeNuphHl+P5BwzquBZtpzrHLUqV9G2nG0v9jzDbK9qXuWqmsfWeqRSl2XYn817mkelfqYfs6X2KG7pTEqfPX+U36P/LYP3uuW+L/3MVuerutVn4mWjHubx9UjOMaMKnsXW9z7MDjE6sOcpPerz2MB73XLfl35mq/NV3eozibKeZzpfj+QcM6rsdd9H1avzVdaM51Xqo4xXYyhf9Vvpg1T7MLP5iKjXnnNWONd9elz6/o9G3d/MPY9slPe8rXNvHbzXLfd96We2Ol/VrT6TKOt5pvP1SM4xo8pe932OepXZoh3Fd/u4N06//Te/dPrmr3j4gfaL/voLp1/4c185fdiH6doKK/dSqTniWW6tRyp1WYb9lbPM1KhsVTsnl56fsfWZjWyU97ytc28dvNct933pZ7Y6X9WtPpMo63mm8/VIzjGjyl73fY56ldminZM956/0qtRUn9vM/K31SKUuy7C/cpaZGpWtahVW647kVs40c86RjfKet3XurYP3uuW+L/3MVuerutVnEmU9z3S+Hsk5ZlRR9334h1nr6e0x73nKt0y2V/WezmAuIquLPCTysYfKsa8yGV4N98Q1ZtQa91bHPrLimc5X9A3U0avmvIzn4d5b4x4xLyOrmfG9XDXDGuro8xoxnfG8mXrPz+oizfpGPQaRz/3Qy7D8uBqcqRLVel40F/UoV/WVxnqkIZGPHmaUxjpqtlZgzTWgzjRzzuy+PC+aaz29PeY9T/mWyfaq3tMZzEVkdZGHRD72UDn2VSbDq+GeuMaMWuPe6thHVjzT+Yq+gTp61ZyX8Tzce2vcI+ZlZDUzvperZlhjqnUz/YdueF6W8/zv9DFvnH7Tv//y6e/+necffKD98r/5/OlLPv8Xnv7SZ/1Z2UdpSOSjhxmlIypT1Ty21iNZ3Ypv2rganEEyn1H5GY11paGOHmu8Z429a0Kda+as2b15XjTXenp7zHue8i2T7VW9pzOYi8jqIg+JfOyhcuyrTIZXwz1xjRm1xr3VsY+seKbzFX0DdfSqOS/jebj31rhHzMvIamZ8L1fNsMZU62b6D93wvCxX9ZXGeqQhkY8eZpSOqExV89haj2R1K75p42pwBsl8RuWrmjE8Bj3OmIcZ5bHOe5VjT/kqc2nUmWbOmd2X50Vzrae3x7znKd8y2V7VezqDuYisLvKQyMceKse+ymR4NdwT15hRa9xbHfvIimc6X9E3UEevmvMynod7b417xLwMVVP+rzIeeMOwseFlcK/WSmPfy3s1WX21zqNak/XzfKVnM7NZiqgmm2e68pQe9VD6IKvhKxPp7OFe1VV99lRdVF8h6oOs+kqvaqzbWmm8Zjxvpn7FzzRbqxwS+apflZHnmtkeRlSX9fT8obM3u/c0T0dtqx9pnu7199ZHMuYoVK6ireL1svMgXgb3aq009r28V5PVV+s8qjVZP89XejYzm6WIarJ5pitP6VEPpQ+yGr4ykc4e7lVd1WdP1UX1FaI+yKqv9KrGbOmV9ff8obM3u/92H/XG6Uu/4GefvuaLH36g/Udf+wGnf/dXvHyXUfXci7XMjzRmz17G1nokq1vxh8Z6NVfB61XRPJ21yh419j3tHNjZGJWraKt4vew8iJfBvVorjX0v79Vk9dU6j2pN1s/zlZ7NzGYpoppsnunKU3rUQ+mDrIavTKSzh3tVV/XZU3VRfYWoD7LqK72qMVt6Zf09f+jsze49zdNR2+pHGrNnL2NrPZLVrfhDY72aq+D1qmiejtpYc4Z9z0PNq/Hyah1pRzFmKVSuoq3i9bLzIF4G92qtNPa9vFeT1VfrPKo1WT/PV3o2M5uliGqyeaYrT+lRD6UPshq+MpHOHu5VXdVnT9VF9RVUn6kPs4PVQ0SZrCf7WT5i5KJ+3jqiWpP183ylV2fOUDmfl4nOo2oqfRReL9NxzczoqO3p2zqrn6HaK5vj+TPnU1nUbK00XjOeN1Mf+QZnVA1q3lqR9VL7jErPKlld5Htedr5sprFn/xk/02f6e+trILuPPVidEWWynuxn+YiRi/p564hqTdbP85VenTlD5XxeJjqPqqn0UXi9TMc1M6Ojtqdv66x+hmqvbI7nz5xvZUZVi/TBTA1qUU9k5D7i27xx+pRf8srp7/ythx9ov/HLnz/9xl/38uljPvqNtP+MX9GNaq+sD7K1Honqsp6eP3u+bA4z07+aRc3rheyVuSTZc9iD1RlRJuvJfpaPGLmon7eOqNZk/Txf6dWZM1TO52Wi86iaSh+F18t0XDMzOmp7+rbO6meo9srmeP7M+VZmVLVIH8zUoBb1RPbsP+NXdKPaK+uDbK1Horqsp+fPni+bw8z0nz3LYLb/7IwsP9vvUpzjnKszokzWk/0sHzFyUT9vHVGtyfp5vtKrM2eonM/LROdRNZU+Cq+X6bhmZnTU9vRtndXPoHrdxIdZ2xuoo690A2s5i3tvHbFXzvOHrogy6FXJ6rzemVatiXQjq4vqZ2aitpc/rrg2Hz3MVMF8VJv1zWoRlRkoDzVbKy3Dy1XqZ+dlec/Penu9PDirULlqLZPVRb7nZefLZhp79mdfgXnMzmqV9TWQ3ccerM6IMpWeY2+gjr7SDazlLO69dcReOc8fuiLKoFclq/N6Z1q1JtKNrC6qn5mJ2l7+uOLafPQwUwXzUW3WN6tFVGYQeQPlV7VIH8zUoBb1RDA3/vdl/62f98rpiz/34Qfa8b9L+74v/ldO3/Xj3vobtJX5CsxjVumG8quax9Z6JKrLenr+yvkyH5npX82i5vVC9spckuw57MHqjChT6Tn2BuroK93AWs7i3ltH7JXz/KErogx6VbI6r3emVWsi3cjqovqZmajt5Y8rrs1HDzNVMB/VZn2zWkRlBpE3UH5Vi/TBTA1qUU9kz/7sKzCPWaUbyq9qHlvrkagu6+n5K+fLfGSmf6Qj7OFeaVhXySNWy6CPeU+7NOc45+qMKFPpOfYG6ugr3cBazuLeW0fslfP8oSuiDHpVsjqvd6ZVayLdyOqi+pmZqO3ljyuuzUcPM1Uwb+vpD7MDHlw5SJRRHmp794/23jpir5znV/sjKzWDqG54ys+0lZqIqDbq4XlRP14rrerzNaKSMTjr1WY9t8xEsvOMPWqqV1WLdCSal82a9VUe2eozKj/bw6jUeZkZHbXKzMGe/TM/gvMz/b31NeCdR+lbzs61lV5RJjvf3v2jvbeO2Cvn+dX+yErNIKobnvIzbaUmIqqNenhe1I/XSqv6fI2oZAzOerVZzy0zkVmvqhmeN6OjFs1CVO6DP/jN0xd83q86/c3PfuHBB9p/+NXPnf5f/+lLp7/6Oe99ULcy34jyyqtqHlvrkagu6+n52fkyP2O2nr2sPupl7JW5JN75lL7lXri20ivKZOfbu3+099YRe+U8v9ofWakZRHXDU36mrdRERLVRD8+L+vFaaVWfrxGVjMFZrzbruWUmMutVNcPzZnTUolnInv0zPyLKZ7MizWNrPRLVZT09Pztf5mfM1ld6Yybrz36WZyJvMNvvUnhn2vv8XFvpFWWy8+3dP9p764i9cp5f7Y+s1AyiuuEpP9NWaiKi2qiH50X9eK20qs/XiErG4OzY3/swO4SVoSs1iPLUDAQ981kz0FP17Kt1xF45z1c6apk/Q+UMnKnMX6nxiGqjHp4X9eO17SNfaVG+Uh9R6RfpBvreOtIM9tQeNdWrqkW6kfWa9Wf3zKw/9is1uM7qjUrOy8zorGV7T1P62KM263uaofrxHrXK+hrwzsN6lKvcU7UfEmWUp2Yg6JnPmoGeqmdfrSP2ynm+0lHL/BkqZ+BMZf5KjUdUG/XwvKgfr20f+UqL8pX6iEq/SDfQ99aRZqx42Tyk0iPTWcv2nmb6B37gm6d//Se9evorf/HhB9rTN7xw+v2/98XT9/++r7+dx14zswYrXjRv7KOeg631RpTLeszU4l7Vsa8ySNYPYV/tK5lor8BMJX9uvDNV73Xolfuq9kOijPLUDAQ981kz0FP17Kt1xF45z1c6apk/Q+UMnKnMX6nxiGqjHp4X9eO17SNfaVG+Uh9R6RfpBvreOtKMFS+bh1R6ZDpr2d7TlD72qM36nmaseNG8sY96DrbWG1Eu6zFTi3tVx77KIFk/hH2Vz/p5/lhneSbLsz/2Ub9L4Z1JnR/3qFfuq9oPiTLKUzMQ9MxnzUBP1bOv1hF75Txf6ahl/gyVM3CmMn+lxiOqjXp4XtSP17aPfKVF+Up9hOq3+cOs1Xh16M/k2MM9alhjcBZz3jryxtrDMlEOMyqb+SoTeezPwvXY09ZeRnkqozzWPKJ6z2OUN6NFPuroq7XtGfQjuIb3rLHHKB/rlM+g79XYHn0Es5yr6JHPGu5Rzzz21V7heVhroM55hutYR43B2izPHtehX9WquvI5g/sVH3WF8rkW90rn9SWxcyBRhj0j8w3MWI1Xh/5Mjj3co4Y1Bmcx560jb6w9LBPlMKOyma8ykcf+LFyPPW3tZZSnMspjzSOq9zxGeTNa5KOOvlrbnkE/gmt4zxp7jPKxTvmM8rk+yrDOcMbqEOVFWlVX/v3MZ5x+/I9+9fR3v+LjxQfa505f+2U/7PTDfvDrD/q8U39fVyif66NMVWe21FsGURnWkIof9fZ8pSlmckrDelx7GdbYU1Qy5wbP7p0v8ozMNzBjNV4d+jM59nCPGtYYnMWct468sfawTJTDjMpmvspEHvuzcD32tLWXUZ7KKI81j6je8xjlzWiRjzr6am17Bv0IruE9a+wxysc65TPK5/oowzrDGatDlBdpVV35nMH9io+6QvlcH2WqOrOl3jKIyrCGVPyot+crTTGT4z2jvIrmrRGrQbIMe17uEuDZvHNFnpH5BmasxqtDfybHHu5RwxqDs5jz1pE31h6WiXKYUdnMV5nIY38WrseetvYyylMZ5bHmEdV7HqO8GS3yUUdfrW3PoB/BNbZe+q8yHlijc6BmnXP+U+TS7zej3/910+8n5tafz1N/v/373sY5n5+a1e/vWC79fjP6/V83R7+fa3//7373m6d/4Ue8dvozf+xd8gPtn/qj7zp94g9/7S6n6jP693/d9Pu5LOd8/mpWv/9jufT7zej3f90c/X6e+vvv3/910+/ntjnn+1Oz+vdzLJd+vxn9/mNu4sPsYMxDVKZ5OvRv4Lrp9xNz68/nqb/f/n1v49zPb8xDVKZ5OvRv4Lo5+v3c0vv/P/7Q105//A++KD/Q/sU/9a7Tj/tR8x9o+/d/3fT7uSznfv5jHqIyzdOhfwPXzdHv56m///79Xzf9fm6bc7+/MQ9Rmebp0L+BmOUPs03TNE3TNE3TNM1x/IDv//rpD/y+F0/f+vUPP9B+9p9/4fSTf+Krpw/4AF3bNE3TNE3TNE3TNM310R9mm+aRgP9XKCv/Fylb65tmL875++vfetM0zWXZ+s8fW+tvhX/ye71++n3/2Uunf/Q1Dz/Q/o2/9MLpZ/0br54++IN1bXMezvn7e8y/9aZpmubp/PNN0zRN0zxVzvJh9uh/iHjq/5DS/5B23Zzj/eCMlXlb64/k2s7THMsl3nc0s39/183R7+epv//+/V83j+H94D2s3M/W+iM56jzf/bu+cfpPf8tLp7//lQ8/0H7RX3/h9G9+8iunD/swXdscxyV+f9HMa/vz0Nzn6Pfz1N9///6vm34/OfiM9nhe1/7MH/tvon/zx/KUnm//lpojeeq/r0vc/9sfZsfwIw9Q7R3lojNm/aPavTi6f0R1dpTb+oy21g9UvfVlqj7nWEcvymREtas9q2D/lVlb6keeWclEeHnuaajsY0Td+8DLsY5k/jlYPYPdnxFllDdY8bAnXjmvtMeA3ZfdG+85h9qeVHtHueiMWf+odi+O7h9RnR3ltj6jrfUDVW99marPOdbRizIZUe1qT2PLufYAZ6+cY0v9yDMrmQgvzz0NlfX4zt/pjdNv/g9ePv3dv/P8gw+0X/43nz/9sl/8yunD3/OGrL006t4HXo51JPPPweoZ7P6MKKO8wYqHPfHKeaU9Buy+7N54zznU9qTaO8pFZ8z6R7V7cXT/iOrsKLf1GW2tH6h668tUfe6DGntRJiOqXe15Lrbc9x7g7K3n4F4eWHNOLjn7HFzr/W0516V/Mwiew87FYP4cVOZuOdcl7umcVJ7ftVO9h5X7tN7VGYqoNtIVKpuxWncOznm2MetqPszafC+Husp4dUbUeyvWe6/+K72yvPX0cqhnvRR71BvKi7RKTZSv1GdE/T1tL7LZGVvrDa9W6bNzovwe/W+Zyv2PvfdMzPP8c7JyBlXDGu69GdHsisdXZGhRjxn27LUHfBZ1tqPPnPW2+V4OdZXx6oyo91as9179V3pleevp5VDPein2qDeUF2mVmihfqc+I+nvaDKN+a49VsnvL2FpveLVKn50T5ffoP/j23+6N06/7VS+fvvZLHn6g/eovev70a375y6eP+sjr+0Bbuf+x956JeZ5/TlbOoGpYw703I5pd8fiKDC3qMcOevfaAz6LOdvSZs94238uhrjJenRH13or13qv/Sq8sbz29HOpZL8Ue9YbyIq1SE+Ur9RlRf0+7Jsb5LnXG7NnN4vXbe84ql5x9Ds55f2NWdd6Wc83MORo+hzpX9ax73VfUx7zqHJWt1t4qM8/n0mTvJ7oPVZuh8lt6zPbbOn9kDeVfA+c825g19V9lvOVw1VqVq2hbzrYXe55htlc1r3JVzWNrPVKpyzLsz+Y9zaNSP9PvVvHusfJ8MqL8Hv1vGbzXLfd96We2Ol/VrT4TLxv1MI+vR3KOGVXwLFvOdY5alatoW862F3ueYbZXNa9yVc1jaz1Sqcsy7M/mPc2jUj/T71Jc+xm981Wef0aU36M/8hHf5o3TL/+/vXx63+c//ED7jV/+/Ok3/rqXTx/z0dfzgRbvdct9b6ndg9X5qm71mXjZqId5fD2Sc8yogmfZcq5z1KpcRdtytr3Y8wyzvap5latqHlvrkUpdlmF/Nu9pHpX6mX6PlXM9A2/OtbyDx/5bOPf9VeeN3GN49nwPuF+5v3M9k5k50T16nOs+mvvPeva9zr4nlZ+dqXQkymydb6zUnItznm3MOtuH2UGlXmW2aOdkz/krvSo11ec2M39rPVKpyzLsr5xlpkZlq9pjYus9j2yU97ytc28dvNct933pZ7Y6X9WtPpMo63mm8/VIzjGjyl73fY56ldminZM956/0qtRUn9vM/K31SKUuy7C/cpaZGpWtatfELZ5v5swjG+U9b+tcj/e8583TL/75r5y+5HMffqD9e+977vSf/EcvnT7uYy//gRbvdct97/HMtrA6X9WtPpMo63mm8/VIzjGjyl73fY56ldminZM956/0qtRUn9vM/K31SKUuy7C/cpaZGpWtak+Jc9x/NOManv9j/w1c4v4qMy1z689fnR+1lfs71zOZmZPdp+Jc99Hcf9bV5265Pd7TTI/Z81X0lXtYqTkn5zifzbj7MDs2BoYM9L1cNcMaU62b6T90w/OyXNVXGuuRhkQ+ephROqIyVc1jaz2S1a34po2rwRkk8xmVn9FYR83WCqy5BtSZZs6Z3ZfnRXOtp7fHvOcp3zLZXtV7OoO5iKwu8pDIxx4qx77KZHg13BPXmFFr3Fsd+8iKZzpf0TdQR6+a8zKeh3tvjXvEvIysZsb3ctUMa0y1bqb/0A3Py3JVX2msRxoS+ehhRumIylQ1j631SFa34ps2rgZnkMxnVH5GMz1b2x7JcqzxnjX2rgl1rpmzZvfmedFc6+ntMe95H/Ihb56+4PN+5envf/V3ePCB9lu//sXTV37Jjz791c9574M+2KOiM5iLyOoiD4l87KFy7KtMhlfDPXGNGbXGvdWxj6x4pvMVfQN19Ko5L+N5uPfWuEfMy8hqZnwvV82wxlTrZvoP3fC8LFf1lcZ6pCGRjx5mlI6oTFXz2FqPZHUrvmnjanAGyXxG5asaMnyDNV5v9dXa9kiWY433rLG3N1HvbO41nM+bjx76rCMV3+vDOmfMZ9jDGsbLoa58zvGafcwoHT32UVfeDHv0UbXY1+sdZWzveZlme84xkY89DJVhzXQmy3g6gj6vq3j1am17pJrL8GpRZ7IcepwxjzO8XmG23vLjanDGfE9nsgz7llH6IKuPPPZVLvIwo/Q9sRn3/sZsNnjmwFWN2dIr6+/5Q2dvdu9plexWP+rDVOsqvYyt9UhWt+IPjfVqroLXq6J5OmqV9ZGMOQqVq2ireL3sPIiXwb1aK419L+/VZPXVOo9qTdbP85WezcxmKaKabJ7pylN61EPpg6yGr0yks4d7VVf12VN1UX2FqA+y6iu9qjFbemX9PX/o7M3uPc3TUdvqRxqzZy9jaz2S1a34Q2O9mqvg9VrRcB95rGdZzrDvaefAzsaoXEVbxetl50G8DO7VWmm2/sAPfPP0U/+1V09/7yu/y4MPtKdveOH01V/6iafv/31fd+sr+6jOo1qT9fN8pWczs1mKqCabZ7rylB71UPogq+ErE+ns4V7VVX32VF1UXyHqg6z6Sq9qzJZeWX/PHzp7s3tP83TUtvqRxuzZy9haj2R1K/7QWK/mKni9KprBHu7Hmve2znyVrXisZ1nOsO9pe5L1j3z2jjjr6nxV5/lqPeOzZ2vOZDWertZcl+1Z89ZIlBn72R6zqJm4r1A5l8pk2lhHPbL6SEM8/9L9s/W4epkMzkZ9vL5Dz/ooVDbbqzXnWRtrzkR75SkwgznWM1Sd15811qt1q/2Vxn62Zy3zI21PsP9hH2Y9VmZUtUgfzNSgFvVE9uw/41d0o9or64NsrUeiuqyn58+eL5vDzPSvZlGrrK+B7D72YHVGlMl6sp/lI0Yu6uetI6o1WT/PV3p15gyV83mZ6DyqptJH4fUyHdfMjI7anr6ts/oZqr2yOZ4/c76VGVUt0gczNahFPZE9+8/4Fd2o9sr6IFvrkagu6+n5s+fL5jAz/bOsrffsqfaKSuaSVO5zK6szokzWk/3P/MzPOP3LP+bV02f8D+8SH2ifO/2R3//i6Yf+oLc+0DKj18N+ehbnPKo1WT/PV3p15gyV83mZ6DyqptJH4fUyHdfMjI7anr6ts/oZqr2yOZ4/c76VGVUt0gczNahFPZE9+8/4Fd2o9sr6IFvrkagu6+n5s+fL5jAz/WfPMshqZnxbZzWZzppXi1QyW8j6e/7R5zJW5ysftWw947PH61mN9Upf1lUOMT/KWV+DPdzPaBVW6xivD+rVc8/UrPRUeP5Mr2jGav9sndVnbO05k80YdVyLe7XmPGuzvsrPMFufnS/TUav2qmqeHmXZ87LGbH+l7wH23uXD7GB4iMoMIm+g/KoW6YOZGtSinsie/dlXYB6zSjeUX9U8ttYjUV3W0/NXzpf5yEz/aha1yvoayO5jD1ZnRJlKz7E3UEdf6QbWchb33jpir5znD10RZdCrktV5vTOtWhPpRlYX1c/MRG0vf1xxbT56mKmC+ag265vVIioziLyB8qtapA9malCLeiJ79mdfgXnMKt1QflXz2FqPRHVZT89fOV/mIzP9o+y44hoznubprHm1SCVzSSr3uZXVGVGm0nPsDdPe/e43T//iP//a6X/47/QH2j/5R951+sQf/tpdDmuxB++9dcReOc8fuiLKoFclq/N6Z1q1JtKNrC6qn5mJ2l7+uOLafPQwUwXzUW3WN6tFVGYQeQPlV7VIH8zUoBb1RPbsz74C85hVuqH8quaxtR6J6rKenr9yvsxHZvrvdRbUqv644tp8Q2mezppXi1QyW8j6e/7R5zJW5ysftWw947PH61mN9Whte9TZx5zyUEd/Zj+jVVitY7w+Wf/sXrb6kYZ4/kyvaEZUo0A/WqPGXgXss9JzJusx8lbDtbhXa86zVvE9sGaGmVqV9eorWbVXYMZyrJmuUBlbo4c+5jzPwAxmlb4H2Hu3D7NMlJ31qprheTM6atEsZM/+mR8R5bNZkeaxtR6J6rKenp+dL/MzZuvZy+or62vAO4/St5ydayu9okx2vr37R3tvHbFXzvOr/ZGVmkFUNzzlZ9pKTURUG/XwvKgfr5VW9fkaUckYnPVqs55bZiKzXlUzPG9GRy2ahezZP/Mjonw2K9I8ttYjUV3W0/Oz82V+xmw9e7bnKzOjs+bVIpXMJdly/zNwbaVXlMnOV+n/uX/td58+/b0vyg+03/i+7336sT/yrQ+0I8v9vFmVuYO9cp5f7Y+s1AyiuuEpP9NWaiKi2qiH50X9eK20qs/XiErG4KxXm/XcMhOZ9aqa4XkzOmrRLGTP/pkfEeWzWZHmsbUeieqynp6fnS/zM2br2ctmZf2rPl+ZGZ01rxapZFbZMv/IcxnRjGy+8lHL1jM+e7z2NJUxvF62nullZD2RTFupmWG1Dol6ZP2ze9nqRxri+bO9ZvpEuoG+Wqv6rCfCfbzaGd3LKjgb7dWa86xlPhN5itn+zNbzze49vFxWvzIPM5U8MpuvwD2XP8x660gzVrxsHlLpkemsZXtPU/rYozbre5qx4kXzxj7qOdhab0S5rMdMLe5VHfsqg2T9EPbV3uvnra8B7zysR7nKPVX7IVFGeWoGgp75rBnoqXr21Tpir5znKx21zJ+hcgbOVOav1HhEtVEPz4v68dr2ka+0KF+pj6j0i3QDfW8dacaKl81DKj0ynbVs72leLWqzvmVszax4qHNm7KOeg631RpTLeszU4l7Vsa8ySNYPUX6lfkZnzatFMFPJnxvvTNV7HXrlvqr9kCijPDUDQc/8cf2BP+D10//nv3zx9K1f//AD7V/+8y+cPv9vfOr7s/+zrI3WEXvlPF/pqGX+DJUzcKYyf6XGI6qNenhe1I/Xto98pUX5Sn1EpV+kG+h760gzVrxsHlLpkemsZXtPU/rYozbre5qx4kXzxj7qOdhab0S5rMdMLe5VHfsqg2T9EOWzxv14b+uKz5ryZ3XWvFoEM5X8DLPzGfb4rFlt5A9mfdyrWs9X6xmfPV57msoYXi9bs4Z79pWW5Sv1vLc1EumeZ7Cf5ZkoPzubtbHmva29PWums4Z4frW/UenjrZWWrcfVyyhfEdWv6Nk8hGdzLfu8VnmlRXsk8hQqj9pYZz3Zj/KVLGqZH2me7vUfa87P1Eeaofpn+cgfsH/3YdYKEQwhysc65TPK5/oowzrDGatDlBdpVV35nMH9io+6QvlcH2WqOrOl3jKIyrCGVPyot+crTTGTUxrW417pvL4kdg4kyrBnZL6BGavx6tCfybGHe9SwxuAs5rx15I21h2WiHGZUNvNVJvLYn4XrsaetvYzyVEZ5rHlE9Z7HKG9Gi3zU0Vdr2zPoR3AN71ljj1E+1imfUT7XRxnWGc5YHaK8SKvqyucM7ld81BXK5/ooU9WZLfWWQVSGNaTiR709X2mKmVyksW99EeVFecRyikrm3ODZvfNFnpH5BmasxqtDfybHHu5Rwxpj6P/U93799F/8rpdO/+hrHn6g/eav+pjTF3zerzl90Afdr8d+vPawTJTDjMpmvspEHvuzcD32tLWXUZ7KKI81j6je8xjlzWiRjzr6am17Bv0IruE9a+wxysc65TPK5/oowzrDGatDlBdpVV35nMH9io+6QvlcH2WqOrOl3jKIyrCGVPyot+crTTGT83TVw/bKq/jmqbXtGeVFecRyikpmlko/mxtlvUy1TnmDyEOsj8qjhz5raq20SpZ1T0OPUdmZNe4R5VX2XgZ1yxmmI8pHTeHVZ0T5ak/Mcdb2yjPMU1n0UFe1yucM7jlnntIHXp3p7LOm1spDPB1Bn7NWjygv0jIwr9aRl+UMzjDoRzlFVKc0hVfPoO/VsIY51JXHvsp4Pq9xj5jnZdhH2M9qKj5r9/7G7DmJDroHR/e/dp76/V87/X62cc7np2b1+zuWS7/fjH7/183R7+epv//+/V83/X6um3O+HzWrOv+7f9fXT7/z0146/f2vfPiB9gv/lxdOv+CTXjl96Ifq2qfMpd9vxjnP18xz9Pt56u+/f//Xzcz7ybL9W7/u+3/s7+fW769/P7fHOZ9JP/+nx1N/53vev+rVH2YfKU/9/q+dfj/bOPfzG/MQlWmeDv0buG6Ofj9P/f337/+66fdz3Zz7/Yx5iMpE/BPf+Y3Tb/4PXjp90/uef/CB9ss+7/nTL/vFr5w+/D1vyNrm+jj376+Z4+j389Tff//+r5vq+xk5Y8Vvmsan//zcJud6X/37eJo89fd99P1f7MNs0zRN0zRN0zRNc918h2//xunf/3+8fPq6v/3wA+1Xf9Hzp1/zy18+fdRH9gfapmmapmmapmmapqnQH2abpmmapmmapmmakG/7EW+cfsW/8/LpK/63hx9ov+HLnj/9hl/78umjv2N/oG2apmmapmmapmmaiEf7Ybb/an3TNE3TNE3TNM2+vOc9b57+7V/wyulLPvfhB9q/977nTr/tN710+riP7Q+0TdM0TdM0TdM0TaN4lB9mr/Wj7JZzjdpruK9rOUfTNE3TNE3TNJfjQz7kzdMn/YxXTp//V1548IH2H371c6f/529/6fTx3+N1Wds0TdM0TdM0TdM0T5X+MLuRmQ+VW841M2eG2b5HnaNpmqZpmqZpmtvjAz/wzdNP+8mvnv7a//TwA+23fN1zp//697x4+n7fpz/QNk3TNE3TNE3TNM2gP8zuQHXetX7U7A+tTdM0TdM0TdNs4QM+4M3TT/ixr54+88++68EH2sEf/m9ePP3QH9QfaJumaZqmaZqmaZqnzaP7MHuJj4yVmZbpD7NN0zRN0zRN0zxW3v3uN0//0r/w2unPfrr+QPsn/8i7Tj/i//yarG2apmmapmmapmmax869D7PjA52BOnvos45UfK8P65wxn2EPaxgvh7ryOcdr9jGjdPTYR115VbAH97G98hDzo0zTNE3TNE3TNM3gn/2E106f/l79gfYv/Ml3nX7Mv/Ta3YdcVds0TdM0TdM0TdM0j5G3P8zyxzbcqw9xnq/WMz57tuZMVuPpas112Z41b41EmbGf7TGDquN5vLe1IvObpmmapmmapmmMH/TPvH5673/14ulbv/7hB9q/9OdeOP2kn/Dq3X8VsqptmqZpmqZpmqZpmsfE3YfZlQ9x3oc8tZ7x2eP1rMZ6pS/rKoeYH+Wsr8Ee7me0Clmv2Vmr52iapmmapmma5unyff6p10//5X/+4ukff+3DD7Sf+5kvnH7GT3319EEfpGubpmmapmmapmma5jHQH2ZhbXvU2cec8lBHf2Y/o1XIes3OWj1H0zRN0zRN0zTN9/hur59+12996fQPvurhB9ov+GsvnH7+z3nl9KEfqmubpmmapmmapmma5pZ5NB9mVcbwetl6ppeR9UQybaVmhr3mG6vnaJqmaZqmaZqmMb7LP/HG6bd86kunb3rf8w8+0H7Z5z1/+qW/6JXTh7/nDVnbNE3TNE3TNE3TNLfIzfxvzKKnNJUxvF62Zg337Csty1fqeW9rJNI9b6A81Lg+6jXI/KZpmqZpmqZpmirf4du/cfr1v/rl09f97YcfaL/qC58//epPefn0UR/ZH2ibpmmapmmapmma2+ftD7MD+0CnPryhhz5raq20SpZ1T0OPUdmZNe4R5VX2XgZ1yxmmI8pHjcFaztpeeYpKpmmapmmapmmaZoZv+xFvnH7lL3359JVf8PAD7Td82fOn//Dfe/n00d+xP9A2TdM0TdM0TdM0t8u9D7O3yq1/KLz28/P5+sNs0zRN0zRN0zRH8eHvefP0S/7NV05/+399+IH2m9733Om3/saXTh/7XfoDbdM0TdM0TdM0TXN7PIoPs7fM+MhpKP8awDNe8zmbpmmapmmapnk8fJBRED8AALhaSURBVMiHvHn6uT/rldP/9ldfePCB9h981XOn3/2fvHT6+O/xuqxtmqZpmqZpmqZpmmukP8w2TdM0TdM0TdM0V8sHfdCbp5/+U149/fXPePiB9lu+7rnTf/17Xjx9v+/TH2ibpmmapmmapmma66c/zDZN0zRN0zRN0zRXzwd8wJunn/jjXz191v//4QfawR/+b148/ZAf2B9om6ZpmqZpmqZpmuulP8w2TdM0TdM0TdM0N8O73/3m6Uf9X147/bk/8S75gfa//8PvOv1z/+xrsrZpmqZpmqZpmqZpLslVfZjd8r9f2v/7p03TNE3TNE3TNE+LH/5/eu30//1D+gPtn//v33X60f/ia3cfclVt0zRN0zRN0zRN05ybwz/Mznww7Q+zTdM0TdM0TdM0zSw/+J95/fSH/t8vnr716x9+oP1Lf+6F07/6L79691+FrGqbpmmapmmapmma5lyc5W/MznyY7Y+rTdM0TdM0TdM0zQrf9//w+um/+t0vnv7x1z78QPu5n/nC6Wf81FdPH/RBurZpmqZpmqZpmqZpjuZqPsxapj/MNk3TNE3TNE3TNFv4nt/99dN//tteOv2Dr3r4gfYL/toLp5//c145feiH6tqmaZqmaZqmaZqmOYrn7G+pKjDo6crnHK/Zx4zS0WMfdeXNsFefpmmapmmapmma5vJ87Hd54/Qf/4aXTt/0vocfaL/0bzx/94FW1TVN0zRN0zRN0zTNEdz9jVn8EKnW/KEy27PmrZEoM/azPWZRM3HfNE3TNE3TNE3T3Cbf8Tu8cfrUf/fl09d/6fMPPtD+hB/7qqxpmqZpmqZpmqZpmr0pfZhFhsa6yiHmRznra7CH+xmtwmpd0zRN0zRN0zRNczt85Ld94/SrftnLp6/6wnc+0N7ah9lPfu/7z/3Zr5w+QXhT/JBXTn/rG146fbLy3nz99Gmfrb1P+NR3pfPvMvDxO+Jvferrssc0437unWvcw7tOn/ZDIBMwniuf5e4+3vvaPS1i5Ffvx57Zp/9M7XuoczN3vxl67p/+3pceaG9D9/zOffHvYuyDM/NvLPzNKV47ffqzM93N/5nvP/M4212f2m+n8k7s2U9hz2j6nt7PqOHf1bi3e33eerYzv7+maZqmaZrmNih/mB1r26POPuaUhzr6M/sZrcJqXdM0TdM0TdM0TXN7fPh73jz9tJ/86u39bdm7jzf0gUjx9gfKdz5ssac+1t374DpmyQ+wyce493P3ocv9uPeOVvmoOMPd3LfPPPFh1vm4pu7D5cGHtTp37+Lu3G+9L/eZiHfy8Bl674d05/3iPcvfSIo9A/Hb88Bz3PuN0/sbHryP++9bo353ZZ59AI5+63fPSPxG9LN7537eeW/F51T9HTZN0zRN0zRXzy7/VcaKrCeSaSs1M6zWNU3TNE3TNE3TNM1Z4I9E+GHNW9999Hnp9Mn24XFch/fs49c7H6ze+mjHH7DGx6NP/5m1D0dYe/fBTGQUyx/NHMbst57ROHftw+w7H8nu6/iRMuTu+d6fVfog+Oyd3p/x7HmrD4733u1bPDz7/IdZvM/79/z+szy4/9FnfHy138WzD7Gj39tZ/XvyPoBrRg96f/b7vZdDHt576T043H1cfXD/gL0/YszT7wXvZzw/8SzEO26apmmapmkeF9MfZsca9+wrLctX6nlvayTSPc9gP8s3TdM0TdM0TdM0zXl46yPY2x+c7n0IpI9R9z6QPfv4Yx/E7j5svXT69LsPRG/V4cekd+ZtQ33QVB/IvA+i+zDunT7sKZ59XHv4IVPfxwNUvT1vzN2DPmoK7mbzeznzh9lP+NSXTp/2fuw38tZ5Rx849/v7/K1Pfc2ZSaTP5f5vsszbz+Thvb/1u3vrfFiTnnU8n/Cs+OH24dz8wyzw7DeE57tH9htsmqZpmqZpborn7KOlfYicXeMeUV5l72VQt5xhOqJ81BRefdM0TdM0TdM0TdNcA3cfg+CD0d0ePtbd/5ioPsze/4hlH3/wI9JbM+7PkTgfr+6f4R2NP8I+/Hi1SPZh6wHvfCCzex0f1d657wD8MPps7v2PfPQRnbh7Ns/mv7UWM54xeljmrt/d89ZZBuc/nPP+d1b4MHvH3YfX8Y7G72W862e/KfPffvbvaKXnyOBzvUN9yKTZD7j/m34H7PNWxns/b2Efzqu/z4dnffjbfifzzvN5di/3/lwS4z31h9mmaZqmaZpHxd3fmL12+kNp0zRN0zRN0zRN86R59gHsnY89zz5C3fug85b2TuadD0xvc/c3Zsf6/oektz/e8UfdsbaPb/c+EL3VW33gevgh0Kf24WuFcT7+sHdfvzvns+fh3ofzUczukevuPrqd8UOa/gCo7od0+jBrPR7cs/oY/Mx/6xnYh9JnvzXvA+M073zIfEeD3+QAPmjix2C8d7y3t/Cej/HOnyF7tt47xZn3eP+ZPk2+F7wfuJe3P247nPH31DRN0zRN0xzP1X+Y7b/F2jRN0zRN0zRN0zTAvY+0b31Ievsjzr0PY88+/tzln13LH87oI9j7sY+R9l8Ne//DE+XoY9LDD2Tqo+J+3J1B3as9i/evP/m940OZ/6FO3ccddx8r7z+bgTvzHs8+YM7wrOd4XnxO9Qz1uek+4cMs9nDv+R4PfxsPod+li9eHn5O9q2cfN5/9Gbj/PB6+y3E/958P9Hhbe4e7j63P7v/Bc3kwz3g49+F74bnwDKM/l/03ZpumaZqmaR4dN/E3ZpumaZqmaZqmaZrmKfP2B6a3P9SMDz38UYu1Zx9/HnyYdT4O3vsA5H18e+sjlP+RSvPwA9mRvHV/43x3H9Twoxd8mH0r+/CjmnFXW/0oxh9r4cPngyyhPq4qRo7PqWr1uek+3z7fO78F7n3X55lXx56B/1zf5sG7eOt+3un18AMq+g97P5z58Hc37ld/mL3rDe/s4bN99qwevFd7hu/cy8Pacbbgw+yze5L0h9mmaZqmaZpHRX+YbZqmaZqmaZqmaZqr5p0PTj9+fCz7sy+f3vOe9+vq49/bH27H/tnHH/lh9v4HsYcf8zhjH5+efVx6+2PS/T7v5Kpw/XbuPrDhvdyd9dm5Hzwz/wNi+cMs9gf94UdBwfvPcy9z7/3dZ9wXn/PhB0Dv3Haf9+/3Lsv/dc7BGer4z/Vt7HepvAcfMt/i7t1izb33+XCmvYO7+7Tf3Li3e/f4Vh3fs3q2g7ee2Tu/IXvedh3aw1q+H/jz9fafS/OAXd5F0zRN0zRNc030h9kz0P81zLdNv7+maZ4q1/6vf32+x82tP79+/03T7MqzD1j/3ae+9PbHpS//m8+ffvtvfun0+z/judNf/q2vnn7kJ710+sJvePH0i77dG6ef+/YHPPGRtPphdnwQuss8+2hV/FuGHqO/+sj1AOcjZ5XsPA/uU3zMMx5mBXfn9T9AjvP4Hyff/x5Ef2+u6vXwA6Cuv9PufgPwbO/e8djTM6CPgXfPFH9DigfP3H+ubzPzYfburGPO+39HcA/37/XhzOF7H1dNV88w0u8z/izZed6aP2oe1tL98IdZfp6I+C00TdM0TdM0t8vNfJgd/+HWJf4DLpuLqFzGal1zHXjvD38XiMreIureBpUc6pWs8lFXYJZR+WtDnXvgZZV+JHwuQ2WvmS3n51pDZR8r136/t3o++y0x1/iMM9S5+b6MLIO+ZVjbE28usuUMldooUznfkVx6/h5U72HlPq13dYZiS23ztLj7MPbe104//ke/qj/cEH//q547/cOvfu70V/9/L5y+7BteOP3J3/LS6Vd/ysunT/xZL9X+q4zto+zbH2cfnmkW7wPZA8bMwofehzy7p7D2rQ9n9z90PfyYZ9z/6Cd49rHwnVr1XN9/3+Jvfr59lgf5Zx/0xHMofSA14Nx3dbLX/Q+Kdh/8rh5+ZCTGh8UHz92/v/tkH2af9cH+8Lu8f7b79+FTy6X3/ex938s8exafdvd8GXveo+5dp09/7/hYvs+fr6ZpmqZpmuZ26A+zBXjuyjmu6T9wueSzHNzi/CivvEve395k91fxOTPjR3Aftb521Fn5XgzMnIvsfFs4x31tPf/R57sFZp/XuZ/Ztb+j6HzK2+t+Rp9zPRtvTvX+onNGvaO6KlEf86pzVDaqtXwlU9X35lxz9kCdFffRfajaDJXf0mO2tnna/Lyf/dLpmx988Mn5L37Xi6eP+DZvPOszPgzd/yCEHyE/+b3wIfHZx8eUu9rqxzgCPrqVP+AiDz6QvsPdfd2bxx/C/I908YdZ9RHW+cj2/vPxPd17xg7jw2D+kfEhpXOTf/853T/bWx9xE5wPs+H51d+Yxb89+qAn8Pbvkuqnfq9QJ8g+zEb+Q288j7ee6/qfL+vVNE3TNE3T3DJX9WH2Wv8Dib3/g5dr4NLnWZm/55n3fH/o7XlG5sjeEWpuds/sc2bGr7JScw3ws0APudT9qbkrZ/Fqjr6vrec/+nx7ceQ5Z3uvnGXL+a/9HUXnU96ez+9cz2bMqd5LVTNWvT2ZmcPZSu3qfZzr/m8JfCYzz2dkZ5+nys/OVHrTVPnw97x5+nN/gj84ar7xy58//fSf8qrsc3288/FK+03TNE3TNE3TNLdNf5gtUP0PXoYW3cM13d+lz7Iyf88z7zkf9T3PyBzZO0LNNa1yJpVVa8+vslJzDVTv+1L3p+aunMWrucR9zcy8xPlWOPqcRz+zree/9vfknU/pez6/czwXm1G9l6qGeH5Wtxczc/a8v4xz3f8tgc+k+nwst8fznOmxx7ym+chv+8bpr/zFF+THWONz/sILp+/53Sf/9mnTNE3TNE3TNE1zGPc+zI7/gMDwNN6rHHvsR57KeDp61VyU8VBZT4v6Zh4T+eit+JyZ9dFb8TkT+RXP9pmGsK6yppmOe9S9GpXJfM5FnpdRutpXwBquxbWHZby6zK8S1QwPYZ0z5nPOy3gea7yPapnMUz1w760zVI77YIY13KOOeVXHGeXjXvmKzGew79ZaxMuhrnzORZ6XUbraI0ozsM7wfNTZq2TYMyJvEPVAT/mciTzlW6aqm2b9MMMa7lHHvKrjjPJxr3zM4VV5Kxri+aaPK2cqmu05x0Q+9jBUhjXE86Oe5tvVy3hgTba2PVLNZXi1qDNZDj3OmMcZXq8wW2/5cTU40zQVvvN3euP0BX/N/zj7x//gi7KuaZqmaZqmaZqmuQxvf5jl/zBA7VHz1kpjX+Uj3YjqohmRV0HlZ3sMvJrsfNn8vf1sz9rRfqR5+kz/zI801it12X5G83Q1AzVeK7ysrdVeoeq9np6vMB9zrHk6aqof++ixlvm292q8NeN5SjeNPdxjRoE5zzMf9zOa6VHPrFdWj5rSM7Le1pdRebVGrbKf0TxdzUCtUhPpUa+ZPkqfrR9EPVRdlOd9pd7TTGfYx/2MZnrUM+uV1fNeeQz6mFO6EdWhxzlVV9UQzz+6vxHNRy/rg3A26uP1HXrWR6Gy2V6tOc/aWHMm2itPgRnMsZ6h6lb6NM3g47/H66f3ff7z8sPsL/ikV2RN0zRN0zRN0zRNcxnuPsxW/kOAKKM8Lz/0yFO6MVOHGvvZHCbrP0OlV7ZnbW8/27N2hK/wciv9WcvyRtYrqh0MnzNZjeHllL46Q4G1K31VvddT+VW8GqWrmUjmI1m92iPVWZ6ndK+nrb1eikrWm4fM6Fm/GZ+JvCozPbyzqh5DY13lFF7OmxPtPSq9PM30yFM6EtUPlJf1zWq21md61n+AmZnenp71m/Ftj7CHe49KTmUybaVG4fkzvaIZ55ivwKytZ3rOZDNGHdfiXq05z9qsr/IzzNZn52uaWX7gD3j99A1fdv/j7Cf9jP4o2zRN0zRN0zRNc23s9mFWoTK2Rs/wdGOmjrWxN1CvUOlfxauzs1VnobbVt72BunmRttW3PYIeZqo6apnPe5U3Kr0UI2M5rwfCvmU8XcEZ3M8Q9ar0VXmvh/KreDVDV6CPeaVhnfJwrzSVMSIP8XLZfFuPK67Nz6hkMePlZ/Ss34yvyPyMmXrvrLy2PersY05lPF3BGdx7qFxFG3vTVD7SB5X6gfKi/CCr2Vqf6Vn/AWZment61m+Ln+09KjmVybSVGoXnz/SKZpxjvsKy44przHiap3tZj5G3Gq7FvVpznrWK74E1M8zUquyW2U0z+MQf/trp73/lOx9mf9a/8arMNU3TNE3TNE3TNJfjsL8xi7Dv5Wf7RDpqWd+MrP8sXJv1yuYf4SNH9FcaMlOTZau9hqZ0hjNZzWx+oDJe3Wq/Klyb7VlT+Rm/ileT9VL+TE2lPuqXzTK8XDbf1nytUs2PXJT1PKWjdrSfsWe9WnOvSm+V8epW+3lwNjtLJT+jezlja561rfUMe1l/Y+Rm+kY6apfwFau5lflVDfH82V4zfZC95jOW5Sszo3tZBWejvVpznrXMZyJPMduf2VrfNB4/8ce/evqWr3vrw+wn/8z+G7NN0zRN0zRN0zTXxtT/xizukew/WOC118uriTRPZ23sEfQyVC/co17prTJWq3p4ebVWmurnaZ6He9Zm/bGfqVdaVD/2M36mM6of7hn01QxVn2ne2tNUpkrWP5ul9lk9axW8GqWjdrSv9kjkIV5udn51nlHNj1yU9c6gas7tq4zBXpRV8Cxes4Z79quat/Y0lfHIasceNV5zHr3K2qs3lM8a90RPaVvrkay3x8hV+3prpV3CV6zmxj6al+VRZw3x/Gp/o9qHierQ4xz7iqh+Rc/mITyba9nntcorLdojkadQedTGOuvJfpZvmirjg+z4MNv/+7JN0zRN0zRN0zTXx9sfZgf2HyDgfyiAGntIlkHdy3ieaYjyPA09zLCmwF6Gyg0y3+CMqlEZBL1ZH/e2xqzSLG+gN+vjnj3UFZ7PtZzLfNNw74E565PVYobztkfMYzwfa9FnHb0KXh1rWU7pFb+K10f5mKlouEcd8XzW0WMfdQQzXrbiq3VG1JOpZjBn+xnN06sa6uihxni1GVw3u8Y9Yh7j+ViLPuvoeagM1+Oa9+whnoe6lzE8z+qUj57yORN5ykfQr9YMqhnM2X5G83Qva1R9ZiY7YN/2Ua15Kose6qpW+ZzBPefM4z0z62MOvUhH0Oes1SPKi7QMzKt15GU5gzMM+lFOEdUpTeHVN81WfsW/8/LpF/38/jDbNE3TNE3TNE1zbdz7MPtYUf9Bx6X/ww+cf+nzXePzuQQz9/wUn0/TRPSfiafDtb/rx3i+/vP1Drf+LPpdNk1zLt797jdPH/td3pBe0zRN0zRN0zRNczmexIfZwfgPwhCVOSd8hkuf79LzL8nKPT+1Z9Q0Hk/xXzOeOtf+vh/T+frP10Nu/Xn0+2yapmmapmmapmmapnnaPJkPs03TNE3TNE3TNE3TNE3TNE3TNE3TNJeiP8w2TdM0TdM0TdM0TdM0TdM0TdM0TdMcTH+YPQP9X1t32/T7a5rmqXLt//rX53vc3Prz6/ffbKF/P03TNE3TNE3TNE3zOLmZD7PjP5y4xH9AYXMRlctYrWuuA+/94e8CUdlbRN3boJJDvZJVPuoKzDIqf22ocw+8rNKPhM9lqOw1s+X8XGuo7GPl2u/3Vs9nvyVGZa8ddW6+LyPLoG8Z1vbEm4tsOUOlNspUznckl56/B9V7WLlP612doYhqV3s279DPsGmapmmapmmaprk2+sNsAZ67co5r+g8FLvksB7c4P8or75L3tzfZ/VV8zsz4EdxHra8ddVa+FwMz5yI73xbOcV9bz3/0+W6B2ed17md27e8oOp/y9rqf0edcz8abU72/6JxR76iuStTHvOoclY1qLV/JVPW9OdecPVBnxX10H6o2Q+W39NijX/MO49kZym+apmmapmmapmmaS3FVH2av9d84q3PNnvXa7u3S51mZv+eZ93x/6O15RubI3hFqbnbP7HNmxq+yUnMN8LNAD7nU/am5K2fxao6+r63nP/p8e3HkOWd7r5xly/mv/R1F51Pens/vXM9mzKneS1UzVr09mZnD2Urt6n2c6/5vCXwmM89nZGefp8rPzlQ6MnumW+Toe3wKz7BpmqZpmqZpmqa5LfrDbAF1Lk+L7uGa7u/SZ1mZv+eZ95yP+p5nZI7sHaHmmlY5k8qqtedXWam5Bqr3fan7U3NXzuLVXOK+ZmZe4nwrHH3Oo5/Z1vNf+3vyzqf0PZ/fOZ6LzajeS1VDPD+r24uZOXveX8a57v+WwGdSfT6W2+N5zvSYPd9j5ej7e+zPr2mapmmapmmaprk97n2YHf/G1fA03qsce+xHnsp4OnrVXJTxUFlPi/pmHhP56K34nJn10VvxORP5Fc/2mYawrrKmmY571L0alcl8zkWel1G62lfAGq7FtYdlvLrMrxLVDA9hnTPmc87LeB5rvI9qmcxTPXDvrTNUjvtghjXco455VccZ5eNe+YrMZ7Dv1lrEy6GufM5FnpdRutojSjOwzvB81NmrZNgzIm8Q9UBP+ZyJPOVbpqqbZv0wwxruUce8quOM8nGvfMzhVXkrGuL5po8rZyqa7TnHRD72MFSGNcTzo57m29XLeGBNtrY9Us1leLWoM1kOPc6YxxlerzBbb/lxNThjvtJMV7Wmoa60SGdP+ZyJPPbZY19lZn3LKH3A9VG2aZqmaZqmaZqmafbi7Q+z/G9E1R41b6009lU+0o2oLpoReRVUfrbHwKvJzpfN39vP9qwd7Ueap8/0z/xIY71Sl+1nNE9XM1DjtcLL2lrtFare6+n5CvMxx5qno6b6sY8ea5lve6/GWzOep3TT2MM9ZhSY8zzzcT+jmR71zHpl9agpPSPrbX0ZlVdr1Cr7Gc3T1QzUKjWRHvWa6aP02fpB1EPVRXneV+o9zXSGfdzPaKZHPbNeWT3vlcegjzmlG1EdepxTdVUN8fyj+xvRfPSyPghnoz5e36FnfRQqm+3VmvOsjTVnor3yFJjBHOsZqs7rz5rp6K30ivbnqPc0Tz9n/6ZpmqZpmqZpmqY5irsPs5V/ExplZv6N7dAjT+nGTB1q7GdzmKz/DJVe2Z61vf1sz9oRvsLLrfRnLcsbWa+odjB8zmQ1hpdT+uoMBdau9FX1Xk/lV/FqlK5mIpmPZPVqj1RneZ7SvZ629nopKllvHjKjZ/1mfCbyqsz08M6qegyNdZVTeDlvTrT3qPTyNNMjT+lIVD9QXtY3q9lan+lZ/wFmZnp7etZvxrc9wh7uPSo5lcm0lRqF58/0imacY74Cs7ae6TmTzRh1XIt7teY8a7O+ys8wW5+dL9MrGu4jT5H131ofaZ6O2hH9m6ZpmqZpmqZpmuYc7PZhVqEytkbP8HRjpo61sTdQr1DpX8Wrs7NVZ6G21be9gbp5kbbVtz2CHmaqOmqZz3uVNyq9FCNjOa8Hwr5lPF3BGdzPEPWq9FV5r4fyq3g1Q1egj3mlYZ3ycK80lTEiD/Fy2Xxbjyuuzc+oZDHj5Wf0rN+Mr8j8jJl676y8tj3q7GNOZTxdwRnce6hcRRt701Q+0geV+oHyovwgq9lan+lZ/wFmZnp7etZvi5/tPSo5lcm0lRqF58/0imacY77CsuOKa8x4mqd7WY+Rtxquxb1ac561iu+BNTPM1KqsV1/Nsob7yFNk/bfWR5qno7a1/2B4iMo0TdM0TdM0TdM0zd4c9jdmEfa9/GyfSEct65uR9Z+Fa7Ne2fwjfOSI/kpDZmqybLXX0JTOcCarmc0PVMarW+1XhWuzPWsqP+NX8WqyXsqfqanUR/2yWYaXy+bbmq9VqvmRi7Kep3TUjvYz9qxXa+5V6a0yXt1qPw/OZmep5Gd0L2dszbO2tZ5hL+tvjNxM30hH7RK+YjW3Mr+qIZ4/22umD7LXfMayfGVmdC+r4Gy0V2vOs5b5TOQpZvszW89XrR9aNYtkNVvrI83TUdvaXzGTbZqmaZqmaZqmaZpVpv43ZnGPKA81Xnu9vJpI83TWxh5BL0P1wj3qld4qY7Wqh5dXa6Wpfp7mebhnbdYf+5l6pUX1Yz/jZzqj+uGeQV/NUPWZ5q09TWWqZP2zWWqf1bNWwatROmpH+2qPRB7i5WbnV+cZ1fzIRVnvDKrm3L7KGOxFWQXP4jVruGe/qnlrT1MZj6x27FHjNefRq6y9ekP5rHFP9JS2tR7JenuMXLWvt1baJXzFam7so3lZHnXWEM+v9jeqfZioDj3Osa+I6lf0bB7Cs7mWfV6rvNKiPRJ5CpVHbayznuxHeZVFzavlHHveXtVEed5X6lmbqc/8SPN0L9s0TdM0TdM0TdM0e/L2h9nB+DejhtLYQ7IM6l7G80xDlOdp6GGGNQX2MlRukPkGZ1SNyiDozfq4tzVmlWZ5A71ZH/fsoa7wfK7lXOabhnsPzFmfrBYznLc9Yh7j+ViLPuvoVfDqWMtySq/4Vbw+ysdMRcM96ojns44e+6gjmPGyFR+zts7AvspHqhnM2X5Gm8kqDXX0UGO82gyum13jHjGP8XysRZ919DxUhutxzXv2EM9D3csYnmd1ykdP+ZyJPOUj6FdrBtUM5mw/o3m6lzWqPjOTHbBv+6jWPJVFD3VVq3zO4J5z5vGemfUxh16kI+hz1uoR5UVaBubVOvKynMEZBv0op4jqlKbw6hn2bZ/VVvp6PdBTPmciT/mG52PtrM/erN80TdM0TdM0TdM0R3Hvw+xjRf0b7Uv/m2+cf+nzXePzuQQz9/wUn0/TRPSfiafDtb/rx3i+/vP1Drf+LPpdNlvA30/1t9S/uaZpmqZpmqZpmqa5Lp7Eh9nB+A8lEJU5J3yGS5/v0vMvyco9P7Vn1DQeT/FfM5461/6+H9P5+s/XQ279efT7bLZgvx/714bo95T5TdM0TdM0TdM0TdNchifzYbZpmqZpmqZpmqZpmqZpmqZpmqZpmuZS9IfZZolz/l/g9/+1f9M0TdM0TdM0TdM0TdM0TdM0TXPr7PJhtj+cPS0u8b6jmf37a54y1/777z+f183R7+fW33//+WoiLv38n/r77+f/+OjfdP+mnjK3/v6v/fz956u5Zvr3+bTp978f/SxjHuPz6Xe+H/0sY454Pm9/mB3NGQxmeHnuaajsY0Td+8DLsY5k/jlYPYPdnxFllDdY8ayn+bznHGqNfl6RZvtLsGW+nR9RuaPYOjOrtf7RnMgzlG91DGdwj7pCZW+Za7ivaL7n2bnRzzT2zMc96h4qv4UtPb1aPi/vVQ593lc09szHvUclV+2liGqHt9rbalUP9gzMYI519LxMxWdtBq9vFa/W+qKvtKNQszINdSTzlD5D1B9RmdU6ozr7KXDUc7iV58vntN8Gwp6XVxp6Sh9EdQPlZ3uE620f1TBYY3VK8/IVVK3qqbRVZvqiz2S5yEdvFqznvuixj3rVXwF7cX/eI57Gummm4x51zxtU/SgX1Q+4h0LVDZSf7VFX9UjkY32FqEfkzbBHDwPruSfvEU9j3TTTcY+65w2qfpSL6gfsq16mmY57BGsMlWNUVvVQ2iqzfTHD2cjz/AFmMKs0D/ZVjWkemK3WKFbrHgvZM6w8nyjj9b0EeA47V3Q2zHA28jx/gBnMKs2DfVVjmgdmqzWK1brHQvYMvefDdUaWu/sw6wVZi4jye/S/ZSr3P/beMzHP88/JyhlUDWu492ZEszPPfFx7mVvmiPvwnhfv955bxWavzld1R96LOqvSZohqlafme55phvIyTWWMas89GH2P6h1xqbkDmx3Nn/VQy3y1V3rWc5XRy1B+hagWe6s5qha1rb7aM8M3lG9UMoqsP+qz/VU+68dalM/qM1/tUfc8pJrziGqVt2XWLNn8yvlm87Nk/Y3hzc63mkpGeRGrddfM3vdjz+hWnpN3zkhnD/eqbm/f9rhGH/esRTWcU+tIi/Qqo5574D7yVpjp553DWyuNfZWfIes3O2/reRg13zRcM5HOnsrO9EVti+/lVI1H1N/Wtsc1+jN71ir5Cl7d1v4qv3rGgTqPabhmIp09lZ3pi9oW38tV6zPN072sYmQ5j/vIW2G1n5fL+qm6Fa2yjjQPzs7UGis1t8q4V7xfde+sRc/H+lUyVf1IeF51vpfL+qm6Fa2yjjQPzs7UGis1t8q4V7xfde+sRc8nq1d+f5g9A3ivW+770s9sdb6qW30mXjbqMTzzcf3YwPtS97h633v2OpKj72/Pe977+UX9snvJ/IqOzPQbzOZXwZ5H9L92Zt+BobzsWbIW9TcqmS1s6R/VDs98XKOPe9a2+mrvkeWGX+2lULVb+g1me7KX1W/11R6JvL2YnX/Emapn4Fx2vqivUcl4zNSOrMoffcaIo/peiqf+nLxzRjp7uFd1q76XNR3X6Ks1alFNpCGqj+mszaD62t7rvWWmNytj5iyorc7zqPSL5jNbz8Oo85mGa8bzlO7lWGM9q6v2rWoVKvNNxzX61T17M1qGV7O1/17nM7h27E3DNeN5SvdyrLGe1VX7VjVP97SZLGseqq/tvT4z/RlvVkb1LJX+nqZ0w/Oq/T221g9m87cO3m/l+VWez+ozXK1bZeXeBl4u66fqPE3phudV+3tsrR/M5m8dvN/K84ueT1av/OeihszIRnnPU/rM3FsH73XLfV/6ma3OV3WrzyTKet7QzcP1YyO7r9X75rprfX573Z/Hnvd9xDP0eiodtcyv6Mhs7cz8LRzR85bI7r/6fnA/80xX5+/F1v5e/dDNwzX6uGeifFaLVLJRxryZmYyq3dJvMNuTvax+tv9gpibrtRcz8484U9QTPc5l54v6ItUcM9vfy2d9Vs+XcVTfS3DkvdzCc4rO6Hmmo680D5VRvXiNmum4Rl+tWavmFKoHexkjF9WjpzTE0zNUXbXXSu3qOT2qZ0DtnGf0zmI6rjmD18yLcpGe1c30ZbLc8LP+nm86rtGv7tmb0TK8mqz/WCtUNtIqeL1MxzVn8Jp5US7Ss7qZvoyXq/S0vadXGFmVV72Vhnh6hqqr9qqeJdsrzfYqa3hepb9pM1mlKd2IvMdGdq/e82MNWX1+53zuK/dleDnWs73SbK+yhudV+ps2k1Wa0o3Ie2xk9+o9P9Y83TSv5uIfZq2nt8e85ynfMtle1Xs6g7mIrC7ykMjHHirHvspkeDXcE9eYUWvcWx37yIqHPXHNPuuMyrHGe5VjT/mcmfFm/QpYw/WVvpjBLK45qzTWkcjLyPoy7Km80hDlYQ2CGS8X1TOYVXWrMyJ/pqdp42qoPearHvsqk/mciXylMZjBHO6VzznlGZE3qNZ664yt85FZ3zJKH3C9yirNdPNmaw30vXVGJetlVmcyqta0cTU4M4vXQ+lVDYn8mdmoj6vKmB55Wc78qs6a9TXQUz5mIg/JPLXGvdWzb0Q61uHa9iqHqDzj6UZUZ3helMO9l8nAOq5lPcuwN4PXF9ecYU/5llH6IKtnnzORN0NU63mmo680j5FhIh899HnNvvLMxyuvI81QPdjLGLmoHj2lIZ6eoeqqvVZqV8/pUT0Dauc8o3cW03HNGbxmXpRTOjLrW0bpSJbx+pue+bxmX3lVv6JleDV79UdW672zmI5rzuA186Kc0pFZ3zJKR2ZqWbO9p1cYWZVXvZWGeHqGqqv2is6CKD/TbK+yhudV+ps2k1Wa0o3MU/WoeZnMM6IMeujjXvmcizKG50U1g6jO8Hy7RhlG5TJUXbWXl7PzGMrPNNurrOF5lf6mzWSVpnQj81Q9al4m84wogx76uFc+56KM4XkzumlezdSH2YzoYIyXwb1aK419L+/VZPXVOo9qTdbP85WezcxmKaKabJ7pylN61EPpg6jGPFwznj5gT+1R89ZK2+pHGpL5Edl5ZvWsX+SrfKRXGfVRj5m5qGV+pHn6TD3DuZle2YzIj3oyXgb3aj2refpM/8yPNE/n/pxh3/MquhH53rysJ7I6X+nZGaqap8/Wm4drJvOydUYlOzt/FlU7NNb3nmF48yua4XlD36Muynk6eyqb1TPoY561zI80ZPhRxvOV7uVYM9BTvZTm7dnLdGPVHzp7uPfWVVRNdZ7ae1qGVzP0aKaqq2qeHvXP9p6WkdV4Puq25muEqkcqvum4Rl+tlWbrLMeoHt5+FtWbr8zKzK29VC6rXTmnx8z5UTvXGaPzmYdrzqi152U9PD2r83oMhpf5Ss/I5uNcXKNf3bM3o2V4NXv1N1Zro/OZh2vOqLXnZT08PavzegyGl/lVnTXce+tVVD++Mitzt/aq1qs9g75l1BqJdIXKKlR2pt7walhX+yiT1SstqmdtrLfUo6Z0I/IGqz7P5Zyq83pFeDXVXtV6tWfQt4xaI5GuUFmFys7UG14N62ofZbJ6pUX1rI31lnrUlG54ntUh6GHW2PXD7ED1q8yIMllP9rN8xMhF/bx1RLUm6+f5Sq/OnKFyPi8TnUfVVPoool58ZWZ1JMooD7Wsf1YfaUjmR1ht1MPzVs4V9VqdU2W2v9JRy/xI8/SZLFLttdI/mz2YmYXMzp2Zk2W9OiPzjT3nR70iT+lIVst+pScS5bPZnpb5kRbpiqgvXz0qPVivsmW2t5+h0t/TKkR1njczv3Ku2TNs0Tx9axa1FV+R5YbvZaJ5qqbShxletRdq7Ku8seoNPF/pqNk66++R9UdtJstahleT9a/O36t/tve0jKzG81G3NV8jVD1S9fnKvvJY83p4mjE8hD3cz4L1tuYrszJzay+Vy2rZH3sD9QpejdJRy2atnEWRnY+vyNAQ9njNGU9jPavzeiCVOTNk803jK/ue5q1ntQyvJus/1grMY1bpFbKefEWGhrDHa854GutZndcDqczJdNbGHvFyK6h+fGVW5m7tNVOPWqX/yCBepqp7WcXWeiSrGz5nZuZX65Gs/1afOcIbeL7SUcv6VpmZr5ipR63Sf2QQL1PVvaxiaz2S1Q2fMzPzq/VI1n+rz8x6K70exYdZ2xuoo690A2s5i3tvHbFXzvOHrogy6FXJ6rzemVatiXQj6sVXZlZHoozyWBt7hD3cz2hI5kdYbdQj8xD2cK80rFP5SF9B9ZqZi1q112r/ij5bs2d/ZGYWMjt3Zs7QFVEGvYpvmaqOWubb3jSVj3Qkq2W/0hOJ8tlsT8v8SDOGh6jMQHmm8TWCM15tpReS5ZU/NA/OZqiaqpaR1Xj+EWc6YtbWnp6eaZWasUfQw4zSB+hxTtVFeU+L9MHwqr1QszoF1liWNSPyBp6fzRlrAzNVsB7xcp7OcC7Dq1E6apkfaZ7O2tgbqJtX0TKyGs9H3dZ8jeBMtmd41mo9rlWN14f1bD8L1tuar8zKzK29VC6rXanx8OqyGdm81fMw2fn4yn5l7/XwtEg3Ml8xMz+jej6+su9pykey+ipezdH9q2Tn4yv7lb3Xw9Mi3ch8xdb5qLEfeSuofnxlVuZu7TVTj1rWn/2ZOZ6ezUS21iPRGc3jjKpRmZl6RPmobfUVnh/V7dmTtbFH0Kvi1VX7zdSjlvVnf2aOp2czka31SHRG8zijalRmph5RPmpbfYXnz/byvOfG/zPbLINrK72iTHa+vftHe28dsVfO86v9kZWaQVQ3POVn2kpNBOdsz1dmVkeijPKynuhX62d6rjDqox4z/TGr6iLfm+PpGdn8SPN01I7uzxyZn+2j4FylbnZuVYv0iKxm63zUZn2Vj3QmqldeVTOi/lUdtcyPNI8oy57t+cp+RZvJsmasekYl41E96+yMLeeuzI/6V+qRSu+ZnjPZAXtZ/Wz/wWxNNC/rlfmM5w292mulv+H5e9ah5q2rVGtGTmVXZjJRj2xm9UzejJX+yMwsj0rey7A+9qipusjP9qzZmq/se5rKZzWZjppXV4Xrx940r/fszChf7TVzFtTYr85DoprZ+czKeZjK+fjKvqepfFZT0Y2sV3VWNsejOp+v7HvaVr+KV7NH/5XzIFG9eXxl39NUPqup6EbWqzrLm7O1f+ZncHbsTfP6zPQfRPlqr5mzoJb1z+ojzdOzmcjWeoZrZ/esrdQjs/1Z2+oznhfVDGbqVnt5RPlqLy+ndNSy/ll9pHl6NhPZWs9w7eyetZV6ZLY/a1t9hr0oO1C+/DDrNRp6NmRQ7YdEGeWpGQh65rNmoKfq2VfriL1ynq901DJ/hsoZOFOZv1Lj4fXiKxP193p6e0R5qG31Iw3JembM9M/06Cxj7/nsIZ6eoeoyzVvbfsZHnTVP97ID9ir1uJ/pjUQeEs32mJ1b1Twdta1+pHn6TH9eq7x5Smdm61nP5mztz1rmR5qne9kBe7bnK/srmtK9nBH5We1AzavUDbyc6onrqL/yqpqBHueyXpnPqP5Zv1ndyw7Yy+q3+kqbqc/8yh7J+mW+2iORN/D8PetQY1/tVQ9DeVHPyIu0iCif9a/O92ZUsmOPsId7T4uo5L2MOg9qyo/2rFV9vrLvaSqf1WQ6atVeQ6tkOad83FeIapRX1ZQ+u68Q1azMQy3zK0R58/jKvqepfFZT0Y2sV3VWZc5KL1vzlf3qnrVKverBeJmsf4bK79HDMI+v7Huaymc1Fd3IelVneXO29mdf5U3PetkeNeXjvkJUo7yqpvRsz1RneX1m6itZlTHd85Con+qhenINrrM877P8rD/2M/WM50U1g6gOPc6pOq+XR5Sv9vd6sJ7tmeosr89MfSWrMqZ7HhL1Uz1UT67BdZbnfZaf9cd+pp5R/XDPqPzdh1nbGBhCMt/AjNV4dejP5NjDPWpYY3AWc9468sbawzJRDjMqm/kqE3nsz8L12NPWXkZ5KqM81jwwi/3wqjKIeYjyUWMPiTLssa8ykcc+kvkRXp31RGZ8zuCe/chDzKswU+/5XMu5yEcPdSTzEfa51sAM5lhHD1EZ1hSYi/qxP5OLPPZVJvL29lVG6RWN15xnT+H5UV2190Blsnr0VSby2Zv1GfQxj1eVQcxDPH2Q1SIqg/VGNYNrD6zx8p7n5Q2sQ1SONSSqU0QZ9BhVa1dVazqivEhDsmymoa489hH2VU2moY5kvsE+1tiaM5nHfpbjPVP1Mw3J8rZXYB1nUcsyysuI8qpnpqGuPPZVhj3cKw1rVT4iy3NvzCvNdN57uUxXcM7WSlNwPWqm897LsY5aBPbBOqUpnfcqVyGqwb6Ml0N9Lz8iqsG+RuYbFb9ClMVeeOW17VlDzLdMlFeeaQj6SJZBnzPsGcrHOkTV4JXXiNV6/iDysR5zSh9wPWYjr4rqMVBZRZTFXnjlte1ZQ8y3TJRXnmkI+kiWQZ8z7LGPmS0ao3yvrpqrENVgXybKVDz2UY/8qraaVRqCPpL5hspgrVrbPtN4jZieeeivapGPuoJ9rl3xMYce6ghnIqI890WiTMVjH/XIr2qrWaUh6COZb6gM1qq17TON14jpmYf+qhb5qCu8OswwnHv7w+zeZAfZEzXrnPOfIpd+vxn9/punzLX//vvP53Vz9Pu59ffff76aiEs//6f+/vv53w7X/qzU+fY8c/9Wnja3/v5v8c9v87i45Xfcv8+nTb//89PPPOaWnk+/y/PTzzxm6/N5FB9mB2MeojLN06F/A81T5tp///3n87o5+v3c+vvvP19NxKWf/1N///38mz0Z7xNRmaZpmua89L8eN00zQ/9rRkw/nyaifx8xW5/PYR9mm6ZpmqZpmqZpmqZpmqZpmqZpmqZpmrfoD7NXBH5l7/+LhKY5jnP++eo/y03TNE3TNM0l2PrvL7fWN01T45x/vvrPctM0TdM0zeW5iQ+zT+EfHGf/TW//w/R+9LN8WlzifUcz+/fXPGWu/ffffz6vm6Pfz62///7z1UQ89ud/6fu7hueLZ1g5z2z9NdzzY6Gf5dPiEu87mtm/v+Ypc+2///7zed0c/X5u/f33n68m4tLP/xLzd/swOw6f3cCWG7z0yxlU7nGwclasyeo5a2AGwQxnI8/zB5jBrNI82Fc1pmVgzWztwMtzT0NlHyPq3gdejnUk88/B6hns/owoo7zBimc9zec951Br9POKNNtfgi3z7fyIyh3F1plZrfWP5kSeoXyrYziDe9QVKnvLXMN9RfM9z86NfqaxZz7uUfdQ+S1s6enV8nl5r3Lo876isWc+7j0quWovRVQ7vNXeVqt6sGdgBnOso+dlKj5rjFfnwT7XKj/aI9jDy7GPe0WUUT1n2FJrVM+gMqitnGWmnrMGZhDMcDbyPH+AGcwqzYN9VWNaBtbM1g68PPc0VPYxou594OVYRzL/HKyewe7PiDLKG6x41tN83nMOtUY/r0iz/SXYMt/Oj6jcUWydmdVa/2hO5BnKtzqGM7hHXaGyt8w13Fc03/Ps3OhnGnvm4x51D5XfwpaeXi2fl/cqhz7vKxp75uPeo5Kr9lJEtcNb7W21qgd7BmYwxzp6Xqbis8ZEGa9vlS21RvUMI/NcNZwR9TGvOkdlq7V7kM2PzqJqM6q9Dc5U53m5rJ+qW9Eq60jz2Fo/iPJ79L9lKvc/9t4zMc/zz8nKGVQNa7j3ZkSzM898XHuZW+aI+/CeF+/3nlvFZq/OV3VH3os6q9JmiGqVp+Z7nmmG8jJNZYxqzz0YfY/qHXGpuQObHc2f9VDLfLVXetZzldHLUH6FqBZ7qzmqFrWtvtozwzeUb1Qyiqw/6rP9VT7rx1qUz+ozX+0VM3O8tWL4lsE1+rhnLfPVHhmeofyB52d1RiUTgfVRL3Weaq3HbH00P8LLZf1U3YpWWUeax9b6QZTfo/8tU7n/sfeeiXmef05WzqBqWMO9NyOanXnm49rL3DJH3If3vHi/99wqNnt1vqo78l7UWZU2Q1SrPDXf80wzlJdpKmNUe+7B6HtU74hLzR3Y7Gj+rIda5qu90rOeq4xehvIrRLXYW81Rtaht9dWeGb6hfKOSUWT9UZ/tr/JZP9aifFaf+WqPDM9Q/sDzszqjkonA+qiXnefub8xuHVplZg5nz3VGA+fNnvvos3L/6jwvl/VTdZ6mdMPzqv09ttYPovwe/W8ZvNct933pZ7Y6X9WtPhMvG/UYnvm4fmzgfal7XL3vPXsdydH3t+c97/38on7ZvWR+RUdm+g1m86tgzyP6Xzuz78BQXvYsWYv6G5XMFrb0j2qHZz6u0cc9a1t9tffIcsOv9lKo2i39BrM92cvqt/pqrxiZKOd5WW/si2v01XpGUxmmklEc2XswUzuyW2btAc+vnsfLZf1Unacp3fC8an+PrfWDKL9H/1sG73XLfV/6ma3OV3Wrz8TLRj2GZz6uHxt4X+oeV+97z15HcvT97XnPez+/qF92L5lf0ZGZfoPZ/CrY84j+187sOzCUlz1L1qL+RiWzhS39o9rhmY9r9HHP2lZf7T2y3PCrvRSqdku/wWxP9rL6rb7aKyoZxZG9BzO1Izu4mQ+znnYUOKs613JHnlP1nj1fpmd7pdleZQ3Pq/Q3jXWvp0LVI56n9Jm5tw7e65b7vvQzW52v6lafSZT1vKGbh+vHRnZfq/fNddf6/Pa6P4897/uIZ+j1VDpqmV/RkdnamflbOKLnLZHdf/X94H7mma7O34ut/b36oZuHa/Rxz0T5rBapZKOMeTMzGVW7pd9gtid7Wf1s/8FsjXmVTFU3ho/9OY/7yMvIsjO9kGrdufqvztkDNXv2/Jme7ZVme5U1PK/S3zTWvZ4KVY94ntJn5t46eK9b7vvSz2x1vqpbfSZR1vOGbh6uHxvZfa3eN9dd6/Pb6/489rzvI56h11PpqGV+RUdma2fmb+GInrdEdv/V94P7mWe6On8vtvb36oduHq7Rxz0T5bNapJKNMubNzGRU7ZZ+g9me7GX1s/0He9VUqNadq/+43vswO67cpKLZnnNM5GMPQ2VYM7w61Jkshx5nzOMMr/cmmx3h5YaOKD/TbK+yhudV+pvGutdToeoRz1O6adbT22Pe85RvmWyv6j2dwVxEVhd5SORjD5VjX2UyvBruiWvMqDXurY59ZMXDnrjGOqUzKsca71WOPeVzZsab9StgDddX+mIGs7jmrNJYRyIvI+vLsKfySkOUhzUIZrxcVM9gVtWtzoj8mZ6mjauh9piveuyrTOZzJvKVxmAGc7hXPueUZ0TeoFrrrTO2zkdmfcsofcD1Kqs0082brTXQ99YZlayXWZ3JqFrTxtXgzCxeD6VXNSTyZ2Yb5u3ddzB87M950zwP9xFZ1vNtbuTb1csMonqsxbXtVQ5R+UuQnS3Cyw0dUX6m2V5lDc+r9DeNda+nQtUjnqd006ynt8e85ynfMtle1Xs6g7mIrC7ykMjHHirHvspkeDXcE9eYUWvcWx37yIqHPXHNPuuMyrHGe5VjT/mcmfFm/QpYw/WVvpjBLK45qzTWkcjLyPoy7Km80hDlYQ2CGS8X1TOYVXWrMyJ/pqdp42qoPearHvsqk/mciXylMZjBHO6VzznlGZE3qNZ664yt85FZ3zJKH3C9yirNdPNmaw30vXVGJetlVmcyqta0cTU4M4vXQ+lVDYn8mdlIVGd4vl29zCCqx1pc217lEM6//WGWDVur/YyGeP7W/qxHe7XmPGtjzZloz95eeH2r86r1as+gbxm1RiJdobJMNVfB64VnMrwM7tVaaex7ea8mq6/WeVRrsn6er/RsZjZLEdVk80xXntKjHkofRDXm4Zrx9AF7ao+at1baVj/SkMyPyM4zq2f9Il/lI73KqI96zMxFLfMjzdNn6hnOzfTKZkR+1JPxMrhX61nN02f6Z36keTr35wz7nlfRjcj35mU9kdX5Ss/OUNU8fbbePFwzmZetMyrZ2fmzqNqhsb73DMObX9EMzxv6St0Avaj/jG4M3zK4Rl+t1T4iy676Q0cvyil9ENWPvdK8PXvnwptbPU+1Xu0Z9C2j1kikK1SWqeYqeL3wTIaXwb1aK419L+/VZPXVOo9qTdbP85WezcxmKaKabJ7pylN61EPpg6jGPFwznj5gT+1R89ZK2+pHGpL5Edl5ZvWsX+SrfKRXGfVRj5m5qGV+pHn6TD3DuZle2YzIj3oyXgb3aj2refpM/8yPNE/n/pxh3/MquhH53rysJ7I6X+nZGaqap8/Wm4drJvOydUYlOzt/FlU7NNb3nmF48yua4XlDX6kzVn2eG+WUPojqx15p3n6s3f8qYw6iN6Mhnj/TqzKDM7hXa86zNuur/B54favzZupRq/QfGcTLVHUvy1RzVVbPEmWynuxn+YiRi/p564hqTdbP85VenTlD5XxeJjqPqqn0UUS9+MrM6kiUUR5qWf+sPtKQzI+w2qiH562cK+q1OqfKbH+lo5b5kebpM1mk2mulfzZ7MDMLmZ07MyfLenVG5ht7zo96RZ7SkayW/UpPJMpnsz0t8yMt0hVRX756VHqwXmXLbG8/Q6W/p1WI6jxvZn7lXKtnQLzMjG6Yz1f2M69ClM96eb7SZ7LG8Kq9UGNf5c+BN7d6npl61Cr9RwbxMlXdyzLVXJXVs0SZrCf7WT5i5KJ+3jqiWpP183ylV2fOUDmfl4nOo2oqfRRRL74yszoSZZSHWtY/q480JPMjrDbq4Xkr54p6rc6pMttf6ahlfqR5+kwWqfZa6Z/NHszMQmbnzszJsl6dkfnGnvOjXpGndCSrZb/SE4ny2WxPy/xIi3RF1JevHpUerFfZMtvbz1Dp72kVojrPm5lfOdfKGQZZ75kzzWSN4VV7ocb+2D+aD7NDN48zuFdrzrNW8T2wZitev+qcmXrUsv7sz8zx9GymUc1VWT1LlKn0HHsDdfSVbmAtZ3HvrSP2ynn+0BVRBr0qWZ3XO9OqNZFuRL34yszqSJRRHmtjj7CH+xkNyfwIq416ZB7CHu6VhnUqH+krqF4zc1Gr9lrtX9EHl+qPzMxCZufOzBm6IsqgV/EtU9VRy3zbm6bykY5ktexXeiJRPpvtaZkfacbwEJUZKM80vkZwxqut9EKyvPKH5sHZDFVT1TKyGs8/4kxbZs3URrphPl/ZV2S9mS29PF/pM1ljeNVeqFmdAmuOxptXPcdMPWpZf/Zn5nh6NtOo5qqsniXKVHqOvYE6+ko3sJazuPfWEXvlPH/oiiiDXpWszuudadWaSDeiXnxlZnUkyiiPtbFH2MP9jIZkfoTVRj0yD2EP90rDOpWP9BVUr5m5qFV7rfav6INL9UdmZiGzc2fmDF0RZdCr+Jap6qhlvu1NU/lIR7Ja9is9kSifzfa0zI80Y3iIygyUZxpfIzjj1VZ6IVle+UPz4GyGqqlqGVmN5x9xpplZRtZ/pufq/Gov1KwOubkPswP2ZvZqzXnWMp+JvFX2mOfllI5a1j+rjzRPz2YiW+sZrq30ijLZ+fbuH+29dcReOc+v9kdWagZR3fCUn2krNRGcsz1fmVkdiTLKy3qiX62f6bnCqI96zPTHrKqLfG+Op2dk8yPN01E7uj9zZH62j4JzlbrZuVUt0iOymq3zUZv1VT7SmaheeVXNiPpXddQyP9I8oix7tucr+xVtJsuaseoZlYxH9ayzM7acuzI/6l+pRyq9Z3pGswbm85V9D+VHNZ63MsfTV+dXe630P5I9zuPllI5a1j+rjzRPz2YiW+sZrq30ijLZ+fbuH+29dcReOc+v9kdWagZR3fCUn2krNRGcsz1fmVkdiTLKy3qiX62f6bnCqI96zPTHrKqLfG+Op2dk8yPN01E7uj9zZH62j4JzlbrZuVUt0iOymq3zUZv1VT7SmaheeVXNiPpXddQyP9I8oix7tucr+xVtJsuaseoZlYxH9ayzM7acuzI/6l+pRzwvqhnM1K3Or/bK+i/9b8xyHnXWEM+v9jdUHteZz2uVV1q0RyJvldl5VU3p2Z6pzvL6zNRXsipjuuch1X5IlFGemoGgZz5rBnqqnn21jtgr5/lKRy3zZ6icgTOV+Ss1Hl4vvjJRf6+nt0eUh9pWP9KQrGfGTP9Mj84y9p7PHuLpGaou07y17Wd81FnzdC87YK9Sj/uZ3kjkIdFsj9m5Vc3TUdvqR5qnz/Tntcqbp3Rmtp71bM7W/qxlfqR5upcdsGd7vrK/oindyxmRn9UO1LxK3cDLqZ64jvorr6oZ6HEu65X5zGz/SPN01GzNV/Y9tuYz3Yjq0Fvpk9WzFs2IvKOYPU9VU3q2Z6qzvD4z9ZWsypjueUi1HxJllKdmIOiZz5qBnqpnX60j9sp5vtJRy/wZKmfgTGX+So2H14uvTNTf6+ntEeWhttWPNCTrmTHTP9Ojs4y957OHeHqGqss0b237GR911jzdyw7Yq9TjfqY3EnlINNtjdm5V83TUtvqR5ukz/Xmt8uYpnZmtZz2bs7U/a5kfaZ7uZQfs2Z6v7K9oSvdyRuRntQM1r1I38HKqJ66j/sqragZ6nMt6ZT7jeVHNIKpDb6VPVs9aNGN49/7G7Lh6BeapLHqoq1rlcwb3nDNPaarW1pGX5QzOMOhHuVmiPjwPiTIVj33UI7+qrWZRY8/zB5lvYMZqvDr0Z3Ls4R41rDE4izlvHXlj7WGZKIcZlc18lYk89mfheuxpay+jPJVRHmsemMV+eFUZxDxE+aixh0QZ9thXmchjH8n8CK/OeiIzPmdwz37kIeZVmKn3fK7lXOSjhzqS+Qj7XGtgBnOso4eoDGsKzEX92J/JRR77KhN5e/sqo/SKxmvOs6fw/Kiu2nugMlk9+ioT+ezN+gz6mMeryiDmIZ4+yGoRlcF6o5rBtQfWeHnP8/IG1iEqxxoS1SmiDHoM+qqmqrHOoG9rpeHeo5obcAZrjVkfc+gpVD334EzmsR/l9iaaw+dBokzFYx/1yK9qq1nU2PP8QeYbmLEarw79mRx7uEcNawzOYs5bR95Ye1gmymFGZTNfZSKP/Vm4Hnva2ssoT2WUx5oHZrEfXlUGMQ9RPmrsIVGGPfZVJvLYRzI/wquznsiMzxncsx95iHkVZuo9n2s5F/nooY5kPsI+1xqYwRzr6CEqw5oCc1E/9mdykce+ykTe3r7KKL2i8Zrz7Ck8P6qr9h6oTFaPvspEPnuzPoM+5vGqMoh5iKcPslpEZbDeqGZw7YE1Xt7zvLyBdYjKsYZEdYoogx6T1a74mENPoeq5B2cyj/27D7O3iHdzj5GndK/XwjmfuZrV7/xYLv1+M/r9N0+Za//995/P6+bo93Pr77//fDURj/35X/r+HtPz7T+r5+ecz1zN6nd+LJd+vxn9/punzLX//vvP53Vz9Pu59ffff76aiEs//6Pn94fZphGc+/c15iEq0zwd+jfQPGWu/ffffz6vm6Pfz62///7z1UQ89ud/6fvr33ezhXP/fsY8RGWap0P/BpqnzLX//vvP53Vz9Pu59ffff76aiEs//6Pn3+yH2aZpmqZpmqZpmqZpmqZpmqZpmqZpmlvh3odZ/Aq88kV4a33TNDXO+eer/yw3TfPU2frPN1vrm6apcc4/X/1nuWma5li2/vPT1vqmaWqc889X/1lumqaJ6X/+uR3e/jC79aXN1vcPYz/6WT4tLvG+o5n9+7tu+v3E3PrzufT5j55/De8Hz7Byntn6a7jnx0I/y6fFJd53NLN/f9fN0e/n0u+/f3/XzbW/n2s4H55h5Tyz9ddwz4+FfpZPi0u872hm//6um6Pfz6Xff//+rpvH/vsb4Bn2OE//po/lIh9mOWtgBsEMZyPP8weYwazSPNhXNaZlYM1s7cDLc09DZR8j6t4HXo51JPPPweoZ7P6MKKO8wYqHPfHKeaU9Buy+7N54zznU9sTrHZ0lopKNfFVf1dDzdFWn9pjDfcRMFlFzZ/HqK32jzNazbamtsEf/6j2qDGorZ5mp56yBGQQznI08zx9gBrNK82Bf1ZiWgTWztQMvzz0NlX2MqHsfeDnWkcw/B6tnsPszoozyBise9sQr55X2GLD7snvjPedQ25Nq7ygXnbHSf7V3hWrt0WfYUj9Q9daXqfqcYx29KJMR1a72PBd7nC+6f0RlUFs5y0w9Zw3MIJjhbOR5/gAzmFWaB/uqxrQMrJmtHXh57mmo7GNE3fvAy7GOZP45WD2D3Z8RZZQ3WPGwJ145r7THgN2X3RvvOYfanlR7R7nojJX+q70rVGuPPsOW+oGqt75M1ecc6+hFmYyodrVnlT36R+dHVAa1rWfhXgrlZzWIZVWNpyOZP8A+HqpuoLIeK/V3H2YxWCliZus5U53p5bJ+qm5Fq6wjzWNr/SDK79H/lqnc/9h7z8Q8zz8nK2dQNazh3psRza54fEWGFvWYYc9ee8BnUWc7+sxRbzUb96rWNC9Xree10mb92b2nKUaumkWwZrU+mh31zGoHnp/VGZXMFrb2x/qo1/DYr9Z6zNZH8yO8XNZP1a1olXWkeWytH0T5PfrfMpX7H3vvmZjn+edk5QyqhjXcezOi2RWPr8jQoh4z7NlrD/gs6mxHnznrbfO9HOoq49UNrG8lU9WZLGN9vBzqWS/FHvWG8iKtUhPlK/UZUX9Puya2ni+7f2N47FdrPWbro/kRXi7rp+pWtMo60jy21g+i/B79b5nK/Y+990zM8/xzsnIGVcMa7r0Z0eyKx1dkaFGPGfbstQd8FnW2o8+c9bb5Xg51lfHqBta3kqnqTJaxPl4O9ayXYo96Q3mRVqmJ8pX6jKi/p+3J1v7Z+Y3hsV+trRL1V9refrZHzeujajyi/jPM1Nz735g9F3zA6oG9XNZP1Xma0g3Pq/b32Fo/iPJ79L9l8F633Peln9nqfFW3+ky8bNTDPL4eyTlmVMGzbDnXUbXDYx/33prxvEp9lFE1WU/PV9lIZ0aumjVm8xFbzr96jiN7V9nSf6Z2ZI++lwyeXz2Pl8v6qTpPU7rhedX+HlvrB1F+j/63DN7rlvu+9DNbna/qVp+Jl416mMfXIznHjCp4li3nOketylW0Sv/qGZg9e6tcVfPYWo9U6rIM+7N5T/Oo1M/0O4roDFvON1M7spd+Fjy/eh4vl/VTdZ6mdMPzqv09ttYPovwe/W8ZvNct933pZ7Y6X9WtPhMvG/Uwj69Hco4ZVfAsW851jlqVq2iV/tUzMHv2Vrmq5rG1HqnUZRn2Z/Oe5lGpn+m3wpb+s/d67nvBvTc7yqga01b6zWgV9uo1U3P2D7NbbtLLsZ7tlWZ7lTU8r9LfNNa9ngpVj3ie0mfm3jp4r1vu+9LPbHW+qlt9JlHW80zn65GcY0aVve77qHp1vsqa8bxKfZTxagzlq34rfZBqH2Y2HxH1qp5/lmrdnvepONf5j76PCDV79vyZnu2VZnuVNTyv0t801r2eClWPeJ7SZ+beOnivW+770s9sdb6qW30mUdbzTOfrkZxjRpW97vsc9SqzRUMq8xXVukqueu6Zs26tRyp1WYb9lbPM1KhsVTsn2fzV81XrLHfJ56Bmz54/07O90myvsobnVfqbxrrXU6HqEc9T+szcWwfvdct9X/qZrc5XdavPJMp6nul8PZJzzKiy132fo15ltmhIZb6iWlfJVc89c9at9UilLsuwv3KWmRqVrWp7stq/Wme5I+9D9UbNmx1lop4r/WY0ZPh79VLM1DyaD7OI8jPN9ipreF6lv2msez0Vqh7xPKWbZj29PeY9T/mWyfaq3tMZzEVkdZGHRD72UDn2VSbDq+GeuMaMWuPe6thHVjzT+Yq+gTp61ZyX8Tzce2vcI+ZlZDUzvperZlhDHX1eI6YznjdT7/lZXaRZ36jHIPK5H3oZlh9XgzNVotqsr+fbmSLfrl5moDxVg5qtFVhjWdZMxxpc217lEJW/BNnZIrzc0BHlZ5rtVdbwvEp/01j3eipUPeJ5SjfNenp7zHue8i2T7VW9pzOYi8jqIg+JfOyhcuyrTIZXwz1xjRm1xr3VsY+seKbzFX0DdfSqOS/jebj31rhHzMvIamZ8L1fNsMZU61b6e/7QDc+3q5cZRJ6hMlXNY2s9ktWt+KaNq8EZJPMZlZ/RWFca6uixxnvW2EMiHetwbXuVQ1T+EmRni/ByQ0eUn2m2V1nD8yr9TWPd66lQ9YjnKd006+ntMe95yrdMtlf1ns5gLiKrizwk8rGHyrGvMhleDffENWbUGvdWxz6y4pnOV/QN1NGr5ryM5+HeW+MeMS8jq5nxvVw1wxpTrVvp7/lDNzzfrl5mEHmGylQ1j631SFa34ps2rgZnkMxnVH5GYx01WyuwxrKsmY41uLa9yiEqfwTebIR9w/MjzeuH+lgzmMWc0g2vNtKsBjNKMx33pplu68FZP8zaAao6U61XewZ9y6g1EukKlWWquQpeLzyT4WVwr9ZKY9/LezVZfbXOo1qT9fN8pWczs1mKqCabZ7rylB71UPogq+ErE+ns4V7VVX32VF1UXyHqg6z6Sq9qrNtaabxmPG+mfsXPNFurHBL5ql+Vkeea2R5GVJf1XPWHjl6Uq+peP2+t9khWl/WK6s+FN7d6nmq92jPoW0atkUhXqCxTzVXweuGZDC+De7VWGvte3qvJ6qt1HtWarJ/nKz2bmc1SRDXZPNOVp/Soh9IHWQ1fmUhnD/eqrupX+nLG0zyiPsiqr/SqxmzplfVf9YeOXpRTOqIyVc1jaz2S1a34Q2O9mqvg9apons5aZY8a+56GRH7Ue+yV5u3ZOxfe3Op5qvVqz6BvGbVGIl2hskw1V8HrhWcyvAzu1Vpp7Ht5ryarr9Z5VGuyfp6v9GxmNksR1WTzTFee0qMeSh9kNXxlIp093Ku6qs+eqovqK0R9kFVf6VWN2dIr67/qDx29KKd0RGWqmsfWeiSrW/GHxno1V8HrVdE8HbXKWu2RrC7rFdXvhde3Ont4yjcdQQ+zSq/kB5EXMeoY9nE/o5nO3qP8MMtapf/IIF6mqntZppqrsnqWKJP1ZD/LR4xc1M9bR1Rrsn6er/TqzBkq5/My0XlUTaWPwutlOq6ZGR21PX1bZ/UzVHtlczx/5nwqi5qtlcZrxvNm6iPf4IyqQc1bK7Jeap9R6Vklq4v81Vqlb82iVllHmjG8ag1q7Kv8OfDmVs8zU49apf/IIF6mqntZppqrsnqWKJP1ZD/LR4xc1M9bR1Rrsn6er/TqzBkq5/My0XlUTaWPwutlOq6ZGR21PX1bZ/UzVHtlczx/5nwrM6papA9WZnv6yvxBtVfWB9laj0R1WU/Pnz1fNoeZ6V/Noub1Qs6RGZ7yM419lT8H3tzqeWbqUav0HxnEy1R1L8tUc1VWzxJlsp7sZ/mIkYv6eeuIak3Wz/OVXp05Q+V8XiY6j6qp9FF4vUzHNTOjo7anb+usfoZqr2yO58+cb2VGVYv0wcpsT1+ZP6j2yvogW+uRqC7r6fmz58vmMDP9q1nUKutIM4ZXrUGNfZXfA69vdBZkeMrPajLdWzORF1Gpq5xhRu8Ps++H/Zk5np7NNKq5KqtniTKVnmNvoI6+0g2s5SzuvXXEXjnPH7oiyqBXJavzemdatSbSjawuqp+Zidpe/rji2nz0MFMF81Ft1jerRVRmoDzUbK20DC9XqZ+dl+U9P+vt9fLgrELlqrVMVhf5q7VK35pFrbKONGN41RrUrE6BNUfjzaueY6Yetaw/+zNzPD2baVRzVVbPEmUqPcfeQB19pRtYy1nce+uIvXKeP3RFlEGvSlbn9c60ak2kG1ldVD8zE7W9/HHFtfnoYaYK5qParG9Wi6jMIPIGyq9qkT5Yme3pK/MH1V5ZH2RrPRLVZT09f+V8mY/M9K9mUfN6IefIDE/5mWZ1Cqw5Gm9e9Rwz9ahl/dmfmePp2UyjmquyepYoU+k59gbq6CvdwFrO4t5bR+yV8/yhK6IMelWyOq93plVrIt3I6qL6mZmo7eWPK67NRw8zVTAf1WZ9s1pEZQaRN1B+VYv0wcpsT1+ZP6j2yvogW+uRqC7r6fkr58t8ZKZ/NYtaZR1pxvCqNahZnQJrtuL1q8zBDOej+srMar9oTkSlLjrPin62D7PRzUUeMnNjqGX9s/pI8/RsJrK1nuHaSq8ok51v7/7R3ltH7JXz/Gp/ZKVmENUNT/mZtlITEdVGPTwv6sdrpVV9vkZUMgZnvdqs55aZSHaesUdN9apqkY5E87JZs77KI1t9RuVnexiVOi+T1c7URb3Yy+orayTSlVfVjMg7ij3O4+WUjlrWP6uPNE/PZiJb6xmurfSKMtn59u4f7b11xF45z6/2R1ZqBlHd8JSfaSs1EVFt1MPzon68VlrV52tEJWNw1qvNem6Zicx6Vc3wvKhmMFO3Mn9Q7RX1YLbWI1Fd1tPzs/NlfsZsPXtZfdTL2Csz8HJDV15VMyLvKPY4j5dTOmpZ/6w+0jw9m4lsrWe4ttIrymTn27t/tPfWEXvlPL/aH1mpGUR1w1N+pq3URES1UQ/Pi/rxWmlVn68RlYzBWa8267llJjLrVTXD86KawUzdyvxBtVfUg9laj0R1WU/Pz86X+Rmz9exl9ZU1EunKq2pG5K0yO4813Ece43kr/aI5EdW6kYuyM+e62g+zVU3p2Z6pzvL6zNRXsipjuuch1X5IlFGemoGgZz5rBnqqnn21jtgr5/lKRy3zZ6icgTOV+Ss1HlFt1MPzon68tn3kKy3KV+ojKv0i3UDfW0eawZ7ao6Z6VbVIN7Jes/7snpn1x36lBtdZvVHJeZmsNqpDb7aP2nv9vDWi9KyONa/3IPKOYvY8VU3p2Z6pzvL6zNRXsipjuuch1X5IlFGemoGgZz5rBnqqnn21jtgr5/lKRy3zZ6icgTOV+Ss1HlFt1MPzon68tn3kKy3KV+ojKv0i3UDfW0easeJl85BKD0VUh95qn0E0Q61tH/UcbK03olzWY6YW96qOfZVBsn4I+2pfyUR7BWaivPKyWtZm+x/N7HmqmtKzPVOd5fWZqa9kVcZ0z0Oq/ZAoozw1A0HPfNYM9FQ9+2odsVfO85WOWubPUDkDZyrzV2o8otqoh+dF/Xht+8hXWpSv1EdU+kW68r11pBkrXjYPqfRQRHXorfYZRDPU2vZRz8HWeiPKZT1manGv6thXGSTrh7Cv9l4/b40oPatjzes9iLxVZuehtuIj7Gf7GQ0Z/kqd4dUbnqf0s3yYzQ7rEWUqHvuoR35VW82ixp7nDzLfwIzVeHXoz+TYwz1qWGNwFnPeOvLG2sMyUQ4zKpv5KhN57M/C9djT1l5GeSqjPNY8onrPY5Q3o0U+6uirte0Z9CO4hvessccoH+uUz6Dv1dgefQSznKvokc8a7lHPPPbVXuF5WGugznmG61hHjcHaLM8e1634mENPoTJWax7ulc5rhDVVw5nMYz/K7U00h8+DRJmKxz7qkV/VVrOosef5g8w3MGM1Xh36Mzn2cI8a1hicxZy3jryx9rBMlMOMyma+ykQe+7NwPfa0tZdRnsoojzWPqN7zGOXNaJGPOvpqbXsG/Qiu4T1r7DHKxzrlM8rn+ijDOsMZq0Nmfcyhp1AZq0W8TFVnttRbBlEZ1pCKH/X2fKUpZnJKw3pcexnW2FNUM7w3zdacyTz2o9zeRHP4PEiUqXjsox75VW01ixp7nj/IfAMzVuPVoT+TYw/3qGGNwVnMeevIG2sPy0Q5zKhs5qtM5LE/C9djT1t7GeWpjPJY84jqPY9R3owW+aijr9a2Z9CP4Bres8Yeo3ysUz6jfK6PMqwznLE6ZNbHHHoKlbFaxMtUdWZLvWUQlWENqfhRb89XmmImpzSsx73SeY2wpmo4k3nsR7lZoj48z1B+tUbh5TI9yyHKr9QZXgZ7GMpD7eIfZptjOOczV7P6nR/Lpd9vRr//66bfT8ytP59Ln//o+Y/p99t/Fs/POZ+5mtXv/Fgu/X4z+v1fN0e/n0u///79XTfX/n4e0++n/yycn3M+czWr3/mxXPr9ZvT7v26Ofj+Xfv/9+7tuHvvvb4b+rdbY8zmd7b/KuDkv5/7DNOYhKtM8Hfo3cN30+4m59edz6fMfPb9/v80Wzv37GfMQlWmeDv0buG6Ofj+Xfv/9+7turv399O+n2cK5fz9jHqIyzdOhfwPXzdHv59Lvv39/181j//01+zHe5d7vsz/MNk3TNE3TNE3TNE3TNE3TNE3TNE3THEx/mG2apmmapmmapmmapmmapmmapmmapjmY/jD7COi/Ft8cyVP/ffWfr+uj38nTod91cyT9/7+d//4f+zPvf826bvr91Oln1Wyhfz+XpZ9/0+xL/5m6HvpdNEfy1H9f/efr/Lz9YXY8/H4Bx1F5vlue/2N/d5Xnd+1U72HlPq13dYYiqo10hcpmrNadg2s+262w1zPsd+Ezns0lnk9l7pZzXeKezknl+V071XtYuU/rXZ2hiGojXaGyGat15+CcZ7vm57AH13p/W841aq/hvvY4h6q3vuwpHbUI7HM0lZlbzlSpjTKV8x3JpefvQfUeVu7TeldnKKLa1Z7NO2x5hv38Y+y3a0QZ5W3lyN7nonoPj+E+ec8oL9sjXr0CM5yNvHNSmb3lbJe6r3NReX7XTvUeVu7TeldnKKLaSFeobMZq3Tm45rPdCjPP8NF/mN16X3s9l6iPedU5KlutvVVmns+lyd5PdB+qNkPlt/SY7bd1/sgayr8Grvls187e7/ea3sWe96WY7X903iPqY151jspWa2+VmedzabL3E92Hqs1Q+S09ZvttnT+yhvKvgXOe7Zqfwx6c+1lW520518ycGWb77nEOrp/do4aet44YuWo2IupjXnWOyka1lq9kqvrenGvOHqiz4j66D1WbofJbeuzRr3mH8ewM5Ve41ue/9b72QM1nDfdHnHf0PKLvEaiz4j66D1V7braewauNdPNwjT7uWVO+wstV5nmM7EzeI+pjXnWOylZrb5WZ53NpsvcT3YeqzVD5LT1m+22dP7KG8q+Baz7btbPyfqf+q4xv9eVsPfe57ntmDmcrtee6j+b+s559r7PvSeVnZyodiTJb5xsrNefims+2F0ff4179r+1d3Mpz8zjX85yZw9lK7bnuo7n/rGff6+x7UvnZmUpHoszW+cZKzbk459mu+Tnswbnvrzpv5K7x2V/yeXmzs0xVq7BaN8vMHM5Waq/9/m8JfCYzz2dkZ5+nys/OVDoye6Zb5Oh73NL/mp//pc+m5qN2zc/uUqw+n5G9hue55QxebaSbh2v0cc+a8hVerjIvYja/ysyclXs6130095/17HudfU8qPztT6UiU2TrfWKk5F9d8tr04+h5n+veH2QLnuu+ZOSqb1Z/rPpr7z7r63C23x3ua6TF7voq+cg8rNefk2s+3laPvb4/+1/gObuG5RZzrmc7MUdms/lz30dx/1tXnbrk93tNMj9nzVfSVe1ipOSfnON+1P4OtXOL+KjMtc43P/5xn4lnebNRVpqohw1+p24uZOSvnXL2Pc93/LYHPpPp8LLfH85zpMXu+x8rR97e1/7U+/2s8F57pWp/bJVl5Ppa7hue5eoaozvOGbh6u0cc9a8pXeLnKPNOV5+X3ZmbOyjnPdR/N/Wddfe6W2+M9zfSYPV9FX7mHlZpzcu3n28rR9zfT/+7D7CgwOMB+lFtB9Ta8HOrK5xyv2c+wrKqraLbnHBP52MNQGdZMZ7KMpyPo87qKV6/WtkequQyvFnUmy6HHGfM4w+sVZustP64GZ8z3dCbLsG8ZpQ+y+shjX+UiDzNKM13Vmoa60iKdPeVzJvLYZ499lZn1LaP0Add7WU/34J6Il0Nd+ZzjNfsVsI5rba88xPwoo7C8qq1otuccE/nYw1AZ1kxnsoynI+jzuopXr9a2R6q5DK8WdSbLoccZ8zjD6xVm6y0/rgZnzPd0JsuwbxmlD7L6yGNf5SIPM0rfk2hGdD700GcdqfheH9Y5Yz7DHtYwXg515XOO1+xjRunosY+68qpgD+5je+Uh5keZDK71eqGuMlUNGX5Up/yKZnvOMZGPPQyVYQ3x/Kin+Xb1Mh5Yk61tj1RzGV4t6kyWQ48z5nGG1yvM1lt+XA3OmK8001WtaagrLdLZUz5nIo999thXmVnfMkofcL3KKi2DeyJeDnXlc47X7FdRtbhnz4MzXF/pYWA+W9seqeYyvFrUmSyHHmfM4wyvM7AfrtlHPdPYmyGq8zych2v0cc+a8hVebuiIygw83zTlVzTbc46JfOxhqAxrpjNZxtMR9HldxatXa9sj1VyGV4s6k+XQ44x5nOH1CrP1lh9XgzPmezqTZdi3jNIHWX3ksa9ykYcZpZmuak1DXWmRzp7yORN57LPHvsrM+pZR+oDr7/2N2ahwkPmrYF+15rnZnjVvXWXURD1Uz6qGeP6l+2frcfUyGZyN+nh9h571UahstldrzrM21pyJ9spTYAZzrGeoOq8/a6xX61b7K439bM9a5kea6VG/Sq9of456T/P0c/aPtApYp9bcN9uz5q2rVPrPzMh8Juuv+lU1xPMv3T9bj6uXyeBs1MfrO/Ssj0Jls71ac561seZMtFeeAjOYYz1D1Xn9WWO9WrfaX2nsZ3vWMj/S9iTqzx7us7Nm6xmfPVtzJqvxdLXmumzPmrdGoszYz/aYQdXxPN7bWpH5HqrO65WdZ6ZXxqiL5lVnKQ3x/KP7G9F89LI+CGejPl7foWd9FCqb7dWa86yNNWeivfIUmMEc6xmqzuvPmunorfSK9ueo9zRPP2f/SKuAdWrNfbM9a956hmjmWFdmcC7ScW8+wzneRx7r1awiq8W9WnOetbHmTLRnL4P7R72VlvlVshrPH7p5uGYfYR/3Hl5utZ8x8lhT6VfVEM+/dP9sPa5eJoOzUR+v79CzPgqVzfZqzXnWxpoz0V55CsxgjvUMVef1Z431at1qf6Wxn+1Zy/xIMz3qV+kV7c9R72mefnT/m/gwiwyNdZVDzM9yHqoOtcyPNMTzZ3pFM1b7Z+usPmNrz5lsxqjjWtyrNedZm/VVfobZ+ux8mY5atVdV8/Qoy56XNWb7r2i4jzxF1n9rfaR5OmpH9FdUcwzWeWvUWFc5xPws56HqUMt8ZvYce83P5nr+TK9oxmr/bJ3VZ2ztOZPNGHVci3u15jxrs77KzzBbn50v01Gr9qpqnh5l2fOyxmx/pe/B6szs/Nl6xmeP17Ma65W+rKscYn6Us74Ge7if0SpkvWZnHXUOT6/Web0ysl57zff8mV7RjHPMV2DW1jM9Z7IZo45rca/WnGdt1lf5GWbrs/NlekXDfeQpsv5b6yPN01E7or/HTNbAGm+NGusqh5if5Tyq/TPNYG+2nsGsrWd6zmQzRh3X4l6tOc/arK/yEVl/3lfmKS0jq/F80/nKvkfmG15O6dWeg6y+2j+b6fkzvaIZq/2zdVafsbXnTDZj1HEt7tWa86zN+io/w2x9dr5MR63aq6p5epRlz8sas/1XNNxHniLrv7U+0jwdtSP638yH2bG2PersY055qFdRdahlfqQhnj/TK5oR1SjQj9aosVcB+6z0nMl6jLzVcC3u1ZrzrFV8D6yZYaZWZb36SlbtFZixHGumK1TG1uihjznPMzCD2RUN95GnyPpvrY80T0dta//B8BAvo/QMrIvWtkedfcwpD/Uqqg61zGdmz7HX/Gyu58/0imZENQr0ozVq7FXAPis9Z7IeI281XIt7teY8axXfA2tmmKlVWa++klV7BWYsx5rpCpWxNXroY87zDMxgVul7sDpT+ahl6xmfPV7PaqxHa9ujzj7mlIc6+jP7Ga1C1mt21lHn8PRqndcrI+u113zPn+kVzTjHfIVlxxXXmPE0T/eyHiNvNVyLe7XmPGsV3wNrZpipVVmvvpplDfeRp8j6b62PNE9HbWv/wfAQlRlEngfWRGvbo84+5pSHepWsTvkzNSv1iGXHFdeY8TRP97IeI281XIt7teY8axXfA2s8VI413EdepGVkNZ5vOl/Z98h8w8spvdpzkNVX+2czPX+mVzQjqlGgH61RY68C9lnpOZP1GHmr4VrcqzXnWav4Hlgzw0ytynr1lazaKzBjOdZMV6iMrdFDH3OeZ2AGsysa7iNPkfXfWh9pno7a1v6D4SGP4r/KWJH1nEHVZD2rGuL5s71m+kS6gb5aq/qsJ8J9vNoZ3csqOBvt1ZrzrGU+E3mK2f7M1vPN7j28XFa/Mg8zlTxSmedp1SyS1WytjzRPR21rfwVnZ2oZrFXrlVlZzxlUTdYzmjN7hr3mZ3M9f7bXTJ9IN9BXa1Wf9US4j1c7o3tZBWejvVpznrXMZyJPMduf2Xq+2b2Hl8vqV+ZhppJHZvMVop7ZPOWjlq1nfPZ47WkqY3i9bD3Ty8h6Ipm2UjPDXvONlXN4NRVdZapahazXXvM9f7bXTB9kr/mMZfnKzOheVsHZaK/WnGct85nIU8z2Z7aer1o/tGoWyWq21keap6O2tb8iys70GWBerblfpX/Wc4asRvnZzBk/w7J8ZWZ0L6vgbLRXa86zlvlM5Cmq/Yc2k2UtopL3MqbzlX2PzDe8nNKrPQdZfbV/NtPzZ3vN9Il0A321VvVZT4T7eLUzupdVcDbaqzXnWct8JvIUs/2Zreeb3Xt4uax+ZR5mKnmkMs/Tqlkkq9laH2mejtrW/orlD7MzQzK8vrZmDffsK62Sjxj5mX6cR501xPOr/Y1KH2+ttGw9rl5G+YqofkXP5iE8m2vZ57XKKy3aI5GnUHnUxjrryX6Ur2RRy/xI83Sv/1hzfqY+0gzVP+tneuR5e1UT5XlfqWdtpj7zI83TWfNqK2CtWrOGe/aVluXHXvUwlIca10e9BpnPZP3VnjXTWUM8v9rfqPTx1krL1uPqZZSviOpX9GwewrO5ln1eq7zSoj0SeQqVR22ss57sR/lKFrXMjzRP9/qPNedn6iPNUP2zfOQPZn3cq1rPV+sZnz1ee5rKGF4vW7OGe/aVluUr9by3NRLpnjdQHmpcH/UaZL4iqmEv289oyPC9OtQ5o/asmc4a4vnV/ka1DxPVocc59hVR/YqezUN4Nteyz2uVV1q0RyJPofKojXXWk/0or7KoebWcY8/bq5ooz/tKPWsz9ZkfaZ7uZQeRp8C8WrOGe/aVluXHXvVAoh5cH2U9rVITgXmvdkafmc+zuZZ9Xqu80qI9UumHsO9lvT6sebmISt7LmM5X9j2UX9WUHuW8vqhzRu1ZM501xPOr/Y1KH2+ttGw9rl5G+YqofkXP5iE8m2vZ57XKKy3aI5GnUHnUxjrryX6Ur2RRy/xI83Sv/1hzfqY+0gzVP+tneuR5e1UT5XlfqWdtpj7zI83T7z7MDoPhoJH5s/DM2TXuEeWpfQWuZR89lUUPdVWrfM7gnnPmKX3g1ZnOPmtqrTzE0xH0OWv1iPIiLQPzah15Wc7gDIN+lFNEdUpTePUM+l4Na5hDXXnsq4zn8xr3iHlehn2EfdtntZW+Xg/0lM+ZyFO+4flYO+uzt+LjfgbuObvGPaI8tUfN9gqs46ztlaeoZJBKf/NUFj3UVa3yOYN7zpmn9IFXZzr7rKm18hBPR9DnrNUjyou0DMyrdeRlOYMzDPpRThHVKU3h1TPoezWsYQ515bGvMp7Pa9wj5nkZ9hH2s5qKr3TG+qg8euizptZKq2RZ9zT0GJWdWeMeUV5l72VQt5xhOqJ81Bis5aztlaeoZJBqz2g++ioTeUZUG/noqSx6qKta5XMG95wzj/fMrI859CIdQZ+zVo8oL9IyMK/WkZflDM4w6Ec5RVSnNIVXz7Bv+6y20tfrgZ7yORN5yjc8H2tnffZmfSbzEe45u8Y9ojy1R832HqrWdPTRM8yrZpQfgTVcj30N5UVaBubVOvKynMEZBn3M4Voxm1NYrWVwnZHlrBfCnq2VhnsGfSbKVDzG802L6s1TWfRQV7XK5wzuOWee0gdenenss6bWykM8HUGfs1aPKC/SMjCv1pGX5QzOMOhHOUVUpzSFV8+g79WwhjnUlce+yng+r3GPmOdl2EfYt31WW+nr9UBP+ZyJPOUbno+1sz57Ff/e35htHg/j5Sr9CM45q7kOnvo7x/uvPov+c7JGP7cYfj5P4Xmd8x779/f0eOrvfM/7f+zP8tbv79rPz+ebPe9j//1dgn6mzRbw91P9LfVvbj+e0rPs381tc+l/fejfz+1xznfWv4+nx1N/53j/1WfRf07qbP4wOx72FlTPZjvnerb9Lp8mT/192/1Xfv+Z36yDz1+hah4bT/Welb43T+25Nm/x1N93/96fBrfwr294xms+51Oi30OzBfv9VP5cZ34zjz1Pe7YeXHdrPKZ7UeD9KVTNLVG5l8dyr81+nOv3YL+9/v09LZ76+7b7r/z+M795SP+N2aZpmqZpmqZpmqZpmqZpmqZpmqZpmoPpD7NN0zRN0zRN0zRN0zRN0zRN0zRN0zQHc/dhtv+acdM0TdM0TdM0TdM0TdM0TdM0TdM0zXG8/Tdm++NsjP33ZBtRRnlbObL3uajew+p9RnXV2U3TNE3TNE3TNE3TNE3TNE3TNE1zBFf/YfYaPqip+azh/ojzjp5H9D0CdVbcR/ehajOsZqVvVtc0TdM0TdM0TdM0TdM0TdM0TdM0e3ATf2P20mfzPuipdfMWq89nZFef57nrmqZpmqZpmqZpmqZpmqZpmqZpmqbK2x9mB9f6geoaz4Vn6g97D1l5PpZbfZ7nrmuapmmapmmapmmapmmapmmapmmaKps/zI4aDy+HuvI5x2v2q6ha3LPnwRmur/QwMJ+tbY9UcxleLepMlkOPM+ZxhtczeHU2M/Lt6mWapmmapmmapmmapmmapmmapmmaZgu7/I1ZrFNr7pvtWfPWM0Qzx7oyg3ORjnvzGc7xPvJYr2YVWS3u1ZrzrI01Z6I9e1WyOs8f+h7zm6ZpmqZpmqZpmqZpmqZpmqZpmsbj3ofZwcpHKe+jluo1NNZVDjE/y3lU+2eawd5sPYNZW8/0nMlmjDqux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alt="" />

3、然后切换到另外一个目录下。

D:\goodgoodstudy\Faster-RCNN-TensorFlow-Python3.5-master\lib\utils  

然后在这个目录下运行  python setup.py build_ext --inplace

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" alt="" />

这个时候完成了编译。就可以关掉所有的东西。开启下一步。

3、下载数据集

1、Download the training, validation, test data and VOCdevkit

http://host.robots.ox.ac.uk/pascal/VOC/voc2007/VOCtrainval_06-Nov-2007.tar
http://host.robots.ox.ac.uk/pascal/VOC/voc2007/VOCtest_06-Nov-2007.tar
http://host.robots.ox.ac.uk/pascal/VOC/voc2007/VOCdevkit_08-Jun-2007.tar

直接将这三个网址复制到浏览器中。

2、将下载好的压缩吧解压之后放在指定文件夹:D:\goodgoodstudy\Faster-RCNN-TensorFlow-Python3.5-master\data

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" alt="" />

这样基本就算是完成了。。

3、如果好奇会打开D:\goodgoodstudy\Faster-RCNN-TensorFlow-Python3.5-master\data\VOCdevkit2007\VOC2007

在这个文件夹下存放着这几个文件夹。可以用excel打开Annotations里的xml文件,里面记录着图片的标注信息。JPEGImages文件夹下存放着图像样本集。

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alt="" />

4、下载pre-train Model

预训练模型下载地址:

https://github.com/tensorflow/models/tree/master/research/slim#pre-trained-models

这里有很多,我选用vgg-16

将下载好的模型放在指定文件夹下D:\goodgoodstudy\FasterRCNNTensorFlowPython3.5master\data\imagenet_weights\vgg16.ckpt

特别注意:下载好的模型名称是vgg_16.ckpt,实际程序里加载使用的是vgg16所以需要去掉下划线修改名称。

不然会报错:TypeError: argument of type 'NoneType' is not iterable。

5、运行Train程序

打开pycharm,找到自己的项目,运行train。

整个train过程会迭代4000次,速度还是挺慢的,GTX1070,每10步0.5s,共计大概需要30min。这个没办法,没有好的GPU还玩个p。贫穷限制了我的自由!

总结:老老实实地按照github上的教程一步一步来,不要误操作。不然全都是坑。

运行完成以后会生成checkpoint文件,存放在D:\goodgoodstudy\FasterRCNNTensorFlowPython3.5master\default\voc_2007_trainval\default

在不改变存放路径的情况下会存在这个文件夹中。

6、运行demo程序

在运行demo程序的时候,会报错,原因是因为我们加载的模型的路径没有修改,所以会因为找不到模型报错。

有3处需要修改:

(1)默认加载的是res101,而我要用vgg16,数据集也要修改!

(2)(2)原来这里默认的是70000,我用GTX1070运行40000次,将近40min。所以如果没有好的显卡,那就没办法了。70000次时间太久了!

(3)这里的模型路径也要修改。确保是D:\goodgoodstudy\FasterRCNNTensorFlowPython3.5master\default\voc_2007_trainval\default不然会一直报错,找不到模型。

7、准备自己的数据集

在开始训练自己的数据集之前,必须确保demo和train程序已经跑通!

首先,准备自己的数据集。首先需要进行重命名,按照000001,0000002......下去,

rename程序放在这里,后续更新(批量重命名)

1、通过标注软件生成xml文件放在Annotations文件夹下,注意:注意标注的时候一定不要用大写,不要有空格,建议全部用小写字母和数字

D:\goodgoodstudy\Faster-RCNN-TensorFlow-Python3.5-master\data\VOCdevkit2007\VOC2007\Annotations

2、讲自己的图片数据集放在

D:\goodgoodstudy\Faster-RCNN-TensorFlow-Python3.5-master\data\VOCdevkit2007\VOC2007\JPEGImages,  注意:这里是.jpg格式图片,如果是其他格式需要在程序中修改

3、在Imagesets下创建一个Main文件夹,这里存放一个txt文件,txt文件里存放的是图片的名字,每个一行。

根据JPEGImages的图像集生成txt程序

images_to_txt程序,后续更新

小结:

数据集存放的位置:..\data\VOCdevkit2007\VOC2007\下
Annotations       .xml文件
ImageSets\Main     (trainval、train、val、test).txt文件
JPEGImages      .jpg文件

那么,接下来就是正式开始训练。

训练前,请务必删除Faster-RCNN-TensorFlow-Python3.5-master\default\voc_2007_trainval\default\里之前的模型

以及Faster-RCNN-TensorFlow-Python3.5-master\data\cache里的文件,不然测试的时候会报错!!特别是第二个文件!!!

因为这些文件可能是之前为了跑通程序留下来的,现在我们更新了数据集,所以,这里理所当然需要删除之后进行操作。

8、源码修改

1、Faster-RCNN-TensorFlow-Python3.5-master\lib\datasets\pascal_voc.py文件中class pascal_voc(imdb):类中修改类别

 self._classes = ('__background__',  # always index 0
                         'aeroplane', 'bicycle', 'bird', 'boat',
                         'bottle', 'bus', 'car', 'cat', 'chair',
                         'cow', 'diningtable', 'dog', 'horse',
                         'motorbike', 'person', 'pottedplant',
                         'sheep', 'sofa', 'train', 'tvmonitor') #在这里__background__是默认的背景,不需要修改,只需要修改后面的类别,改成自己的类别

2、训练的参数都在lib\config文件夹中,根据自己的需要进行修改和调试。也可以先按照默认的尝试一下~

第一次训练的时候我对config.py里面的数据也进行了修改,小试牛刀的时候我把batch_size改成64,,max_iters改成1000,snapshot_iterations改成500,每500次输出一次模型,后来第一次训练成功之后,再慢慢把数据改大。

后来我把batch_size改成256,,max_iters改成40000,snapshot_iterations改成5000。

9、测试自己的数据集

首先,将自己需要测试的数据集放在demo的文件夹中,D:\goodgoodstudy\Faster-RCNN-TensorFlow-Python3.5-master\data\demo中

需要修该的地方:

1、demo.py第一处

# 分类类型,需要的分类类别
CLASSES = ('__background__',
'coal', 'gangue', 'unknown', 'undetermined', 'else', 'w') # 模型选择vgg16 和 resnet101,这里是自己训练好的模型
NETS = {'vgg16': ('vgg16_faster_rcnn_iter_35000.ckpt',), 'res101': ('res101_faster_rcnn_iter_110000.ckpt',)}
# 数据集
DATASETS = {'pascal_voc': ('voc_2007_trainval',)}

2、demo.py第二处

def parse_args():
"""Parse input arguments."""
parser = argparse.ArgumentParser(description='Tensorflow Faster R-CNN demo')
# parser.add_argument('--net', dest='demo_net', help='Network to use [vgg16 res101]',
# choices=NETS.keys(), default='res101')
# parser.add_argument('--dataset', dest='dataset', help='Trained dataset [pascal_voc pascal_voc_0712]',
# choices=DATASETS.keys(), default='pascal_voc_0712')
# 在这里使用vgg16
parser.add_argument('--net', dest='demo_net', help='Network to use [vgg16 res101]',
choices=NETS.keys(), default='vgg16')
parser.add_argument('--dataset', dest='dataset', help='Trained dataset [pascal_voc pascal_voc_0712]',
choices=DATASETS.keys(), default='pascal_voc')
args = parser.parse_args() return args
#在这个函数中,默认使用的vgg16,如果用别的网络需要在第一部中的nets中加入,另外需要将parse.add_argument()中最后的default进行修改

3、demo.py第三处

 # load network
if demonet == 'vgg16':
net = vgg16(batch_size=1)
# elif demonet == 'res101':
# net = resnetv1(batch_size=1, num_layers=101)
else:
raise NotImplementedError
# 这里注意修改数字7,有几个类别就是几
net.create_architecture(sess, "TEST", 7,
tag='default', anchor_scales=[8, 16, 32]) #首先,第一步如果使用resnet,源码提供了50,101,152三种残差网络,如果使用需要将注释去掉,此外还可以选择num_layers.
#另外,还需要需改net.create_architecture(sess, "TEST",后面这个数就是你训练的时候的选择了几个类别,这个地方就是几,包括背景算在内。

4、demo.py第四处

    im_names = ['001954.jpg', '002109.jpg', '002000.jpg', '001905.jpg',
'002342.jpg'] #这里的im_names修改为demo文件夹下自己的测试图片的名字

5、那这里就存在一个问题,如何批量测试数据集呢?

6、此外,还会发现,这个demo程序只是将同一类的图像标在一张图上,那么如何实现将所有类标在一张图上。

7、标在一张图上,我想让不同类别显示不同颜色进行标记呢?

8、如果训练程序在服务器或者另外一台电脑上操作,直接将checkpoint文件粘贴过来会出现问题?怎么办?

567这几个问题后续慢慢更新,最近需要总结的东西太多了,还有之前很多东西需要整理修改一下!

到此,faster_rcnn算是跑通了,原理也大概了解。但是对源码的解读还差得远,后续会对源码的一些细节进行总结。

10、推荐

推荐1:一款windows下使用linux命令行    https://www.cnblogs.com/zhangkanghui/p/10897626.html

花里胡哨,没什么卵用,但是作为0基础学习linux入门级。不会配置linux系统或者虚拟机上,或者双系统,可以暂时使用这个,基本功能都能实现。不过最好还是装个linux环境最好!

推荐2:一款远程连接计算机软件:Teamviewer  https://www.teamviewer.com/zhcn/credentials/free-for-personal-use/  

这样就可以远程连接计算机了,比qq稳定,而且支持无人值守。推荐入手!

8、我是尾巴

写了这么多篇博客,是真的丑。暑假一定要把djanggo学了,搭建一个好看点的博客!!!自己都忍不住吐槽自己,是真的难看!!!

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