From d692b1a1a3deea4a9593baea227cf2ed4166be41 Mon Sep 17 00:00:00 2001 From: ken Date: Tue, 6 Sep 2022 00:12:09 +0900 Subject: [PATCH 01/14] Matrix Profile Top Ten draft --- docs/Tutorial_Matrix_Profile_Top_Ten.ipynb | 637 +++++++++++++++++++++ 1 file changed, 637 insertions(+) create mode 100644 docs/Tutorial_Matrix_Profile_Top_Ten.ipynb diff --git a/docs/Tutorial_Matrix_Profile_Top_Ten.ipynb b/docs/Tutorial_Matrix_Profile_Top_Ten.ipynb new file mode 100644 index 000000000..83f2f5a4c --- /dev/null +++ b/docs/Tutorial_Matrix_Profile_Top_Ten.ipynb @@ -0,0 +1,637 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from pylab import rcParams\n", + "from matplotlib import cm\n", + "import os\n", + "import stumpy\n", + "from scipy import interpolate\n", + "from scipy.cluster.hierarchy import linkage, dendrogram\n", + "\n", + "plt.style.use('https://raw.githubusercontent.com/TDAmeritrade/stumpy/main/docs/stumpy.mplstyle')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Dev note\n", + "- except 3 charpter dataset, all dataset is generated by paper image\n", + "- 1 chapter is from Yankov 2007 refered in the paper, it explains consept nicely." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Discovering motifs under uniform scaling\n", + "This tutorial explores the \"Discovering motifs under uniform scaling\" case study from the research paper: [The Swiss Army Knife of Time Series Data Mining: Ten Useful Things You Can Do with the Matrix Profile and Ten Lines of Code\"](https://www.cs.ucr.edu/~eamonn/Top_Ten_Things_Matrix_Profile.pdf) (see Section 3.1)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. First consideration of uniform-scaling invariance (Yankov 2007)\n", + "\n", + "### 1-1. Introduction\n", + "Time series motifs are approximately repeated patterns found within the data. For many data mining areas the\n", + "detection of such repeated patterns is of essential importance. \n", + "Here,we show that the existing approaches for motif detection are limited to discovering pattern occurrences of the same length, \n", + "failing to capture similarities **when the occurrences are uniformly scaled along the time axis**. \n", + "
\n", + "**Here is a time series of length 600. What is the best motif of length 120?** \n", + "If we are asked to point out the best repeated pattern of length 120, the answer appears trivial: \n", + "there is an obvious repeated sine wave of approximate length 120 in two locations.(A and B)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "arr_yankov1 = pd.read_pickle(\"dataset/31_1_yankov1.pkl\")\n", + "x_ = np.array(range(len(arr_yankov1)))\n", + "window_ = 120\n", + "idx_a, idx_b, idx_c = 120, 405, 285\n", + "\n", + "plt.plot(arr_yankov1)\n", + "plt.plot(x_[idx_a:idx_a+window_], arr_yankov1[idx_a:idx_a+window_], color=\"red\")\n", + "plt.plot(x_[idx_b:idx_b+window_], arr_yankov1[idx_b:idx_b+window_], color=\"purple\")\n", + "plt.plot(x_[idx_c:idx_c+window_], arr_yankov1[idx_c:idx_c+window_], color=\"green\")\n", + "plt.text(170, 0.05, \"A\", fontsize=28)\n", + "plt.text(470, 0.04, \"B\", fontsize=28)\n", + "plt.text(330, 0.5, \"C\", fontsize=28)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It looks A and B are almost identical, but the cumulative error\n", + "of the out-of-phase sections will tend to dominate. \n", + "In Euclidean distance, A is closer C than B as a result. Because they have many peaks and valleys with different linear scaling. It causes a large Euclidean distance." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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uaLBqwJhNkE3dUUgh/A4K5kzH+7cyWW8ZhJ4GfwdWQefgqqoBnHEd0JnrDWC/FrfHlYXQbcg7fruym1JrjA3RNbE5sm/pWnaVUkqEM9G/0PUwExhvvU01wRXsJvZBSZR90TN0dM3b5hlzCPJM/m0viubfOw/wAvJd3riqJHUkMebKewGtBv3xPPIOv19xEqd+/ilLzwMcZL0dWZUiQr6xNwAHWoYsgFQhABeEw3ikiBizE/LZnA/YscQA8MpIyXcEasTU7tcGGd4/ghRXvcIDuUmst6+iBgAeeCBkMCNZYcwfgbORR/OYJIYM/okzgUMMv/Tcjr89AEwJc6XJOOQF26C6NFIWZyBFf4/EA8CiL+quPiUo0etzClIAja5mAuutt95ORIqyxYHHnXGHVzNmq0eN4LoCE6oOAANBXb4X+v3cgzFLVz3mHDjjdkGllreggENFWG/fRCX/iwD3OOOWaeYtrYWeSG20G97vjPd3J1pm6f0HwP7oGrkleEo3izNuAWfcBKQk/gEF3gZnEQAGsN7+Yr192np7pvV2O+Tj2AtYHzUaa70YYzBmHYzpgTF3Ib/G24FOwL+RH+xGKHHTGXgJYw7KaHV119plSQ1ovf3AensEqkzZHBic1Ng1iTFbYMwdKKm2MaogWAPvJzVqG+P9M3jfHVUatEUBtcHAmxhzZ7AYKhID0O/65CTsYKy3l6EA6dJoL7NTtWMWjIEoAdSjogAwgPcvIPHZINTQ9UWMOTixFVbHUajp30HW27ZpB4ABrLc/WW9vsd4eCPweVcCc7ozbPe25U8OYVVADvKeo5Kyn3hVDgA2AeB4oCFEJnAVS/E39J5u9div7/wHMh6jZSTJ+rMb8GQWTDsH7G51xdebunay3zdoLRDLGmLZoo/s6Kql4q7m3OOO2RuVYiwBHWm9vaWDcpYFXUAftnUr0FV4fWUP8COzU4rLcRUSH6adQo66N8f6jaocMKpobUbBEdjDyD30GlWn9Ce//r9p5mpj/bBREXCsEbSLlYsza6G/3Irw/OcV56uwmjsL7K+FXG4e3kT/nAUlNFcrwZqIDwgSgbyzJLpNZjeAeBfYsuRFcaWPviKqHnkfBxETuEcF7/inUOGZr6215DQ0bHnMHtM95AdjVepva/azwKPDyNnA73rdLea59USD/JlSx1GgpuDNuM3TgXR+YApxeqddikgRBxMvA59bbbfJeT+YYszoq294LBURAwby7UDXaQ78JAhqzJXABCgrfgBpAlaUGLwdn3G3AJsAqaTwjnHGXoIDQltbbmm14VhHaW4xFDZo+C/89Ge8rs9ww5g/I4mUgejbt3WQj64xwxm0OPAZcY709KuGx10CK2TWAk6y3qVbYZYIxu6Nn6gzg6ESSiMZshFTBm6KqxG54/2nV41ZAsIV5Gfg/YIu8elSE89k/0fn9j9bbL/JYR8VIxfsgsofaFO9fr3CcuYBnkd/4+onuZSMVEZXAaaKs+2Bg2hus9vdb2X81MP8E/pRwQ66/AB+jLC2oxPyvwARn3EoJzhOpBl0PvZEP7OPIa++t5t7mjDsG3YC/RQfq3waAgVB+czoypy/Jn9V6+xJS7M2PFMGrNfOWSPVMRs17jkwoALww2pzugRI/8gP3/kOkgFkLOL8B5WeSjEZlPlENXDmjge8Bm/I8FwBPAuNDwzhQ2dpSQCK2JHWERqc7o4BQL3RwjJSKEjk3oJLdtolvmr1/CKkyNgNuxJj5qx0yNNW5Eairdqo6AAxgvX0YrXVT4IZQ+dBa6Y4OlGemPpO6eZ+GFF4N+ss74+Zxxg1C+5olgD2tt12LEAAGVScA5wFbO+M2zXs9maLGw3ehe+/zSOG7Ot6vh/c98f6eBlWg8gTeAuiPSptfxpiTw0E+UYL3917A5SkmCXuipNT0UCLeOpCty1+Q7+8ZwGp4P6riADCA9+/g/VDksbobSvDmSmhAehn6HXdLenzr7esomf0gcLEzblSwnqlN1ET6KmSTc1JiVSTePwdshfaxbZAq+MBExi6fNuj8MyLPJsWh31MHZN10dl7rqIIhqGnkSRUHgIGQQD4D/U4STdJEKqN2b2BFx5i5gUnA0K9Z+KrL6bBCPQVwsh00dTC8HtgfYxa23v6CyrvmAaZFW4gCoADceJSBvxbYoznz/XCwGo+yqo8gBUNz3poXIz+sscFftFlCY7jd0aHyL864VUp5X6QCjOmADmPD8P6BaocL3W7vQIG2Y36j/Pf+QVSi1Q5ITV0agn0XAh3j9VMBsoc5CDVtS7ejvby4OqMy6WHBQ6838LD19m9JTxfKwLshZWj/4JcWaQ75/V+LgvMHp+ax5/2tqJnJbsCMsHepiLDXuBCVGh+RdDMU6+2taG+zO3BZUPq0LoxZHDgVuAnvn89o1rOp869Xg5dfCVZSj6AmStchH857MlpXOVwKfIfufa2JKUi9uBfeH4j35+F9adU63v8Y+hX8Ed2/pwIPYsx6Ca+xPfLNvDzhcX8lNPU6GSmb+6c1T6GY9Qz5HaoOHIb3iSTlAPD+UnSu6RoqXvNkGKpAOD6tBm5BwbkPuheeDlwX9k+1hTHzoetiAdSoK9lkne4bQ1ET2w+Am4IgLjNCgH4Aqni4Mcu5G8J6+yTy3u7gjDso5+WUjjG7op/jxXh/VQIj3oRU0TZch5EciUHgNJCaZgZwioex4+k9N5hVgPbW27TKIq4BFkIm5HVZywHh/2PGJX+OQUqESUD7Rv23As643yF1Z6/wnr1KunaUaTsZbfpGlro46+0z6GC9OFIE/77U90ZKxJh1kU3Lg1ThkVlHCLhcDWyHLEIaO0CNRoHiiaHJR1qMAn6htRywkkLKqvHAf5CHavp4/w90LXZZlTcHIN+yRFXA9QkqjOEoGNG2mZdHxHhgR6AT3j+d6kzeX4aeT4cA06qoGuiNAjoDrbd3JLW8+lhvL0He1ocD57TCJPcpSG3boCo3FaQS6wbcD1yAMTsAOONORpZDa6MeBUekFYCplrCuGcCRzrglcl5ONihgfzTgguq/Mrx/De0Pj0Wejs9izJAkKgcCHYCnQmVaaoQquhnAIGfcRmnOVRDGocrATnj/bEpznI4sRaaEZHbmBKug04Bp1tu70pzLevsjSiT1Rs9Ll+Z8KTEGqZqPw/tXUpvF+2eALYGbgb6hKiEr9kXJq5FBGFcEhgNPA+c745bNezHNYswywBXIZvLURMbUXmIwsCp6nkRyJAaBk0Y3udvRAaXPUIa8BuZw4Azr7SMpzvwwdSWjs5iMGgCcHbrkRvJAwb8pqCSrZ1OeevBrR+PHkE3DidbbU8PGozRUjnM2cELoAlwSwSdtD9QA4YHYgCdBpMi4BimRjkyoM+qBSJXQx3p7daOv0vXWAfgCOCstWwjr7btIiX5cTCKUxRGokckAvP8uw3kH/4L5+EsW7wf+OXSQS5NbUTnywJouo8wCNYLrBpyVSCO4UvB+IjqkHE8FCQFn3J7hfddV8v5ysN6ORVU1XYCT0pyrUMhPvhdwZ0jkZIc8P9sAbwA3zjBHtkfK0IeR+veaTNdTGecisUSHvBeSOsasg77fv5KEbYj3Hu8vAdZFPu8WeBpjVqxmWGecfCYTbAjXDKciX9zpNaniLBVjjkLf68RUnyHay7YHXgOux5hMLeWccYugasm3gD5ZzBma345HVS/9nXF7ZDFvIhhzOLITOhvvr0t9Pu//h/YDiwBHpj4fvwpkBqJrIgn1aiKEqrgOSGx1XqET2BKnXAosiazIklSL34kqlgdjzAIJjhspk3gQSxJjlkWBvp2BYxxD7kbBuHtJ+VAUHsQzgX3qsm3BW+s4tOk9t9A3nJaKbnDXID/fo0oM/g0AVgd2s95eUOHMQ4D3gKnB1L0kQsnKXkgZOKNVltumw1GoDPEkvH+v2sFCo4GzUCOxSc2+QY0ZhqJ7057Vzt8Ederz01Oco+VgzELoZ/YUUihlh/df3MseV37OkgtsyeNPpu2ZFtQYZwLrAUXpHF08jNkC+Zc+gBSvWXJGmLsvxpT8N+yMWxNVJbwIHJuR/97pqKrCBV/01sDJyB5kWC6ze/85sB9gfmD+C8B/hHyfU2sYliQh0f040LlF74e177wW7TuTSjoL7z/C+yOQ0m4Nqg8wd0D9BBpPZCdIqKjrgnzQs76/ZoMxmyLv/wfJ4nv0/kvUdG4u4JaMFZ9jUbPDY3JoFtodPfMud8atkPHc5SNB0kUoAJfltf84UsB2Sbk3SR27Il/i0WUJqDIg2C8OQnvgIldp9wD2BnoFYVlyzFIDr4R8xSM5EYPASaHs5yPIk+hAx5Dr0SbsS+DojMoRrkEeP/vX/YP19hV0sDsYqTgi2TIOBf+OKaWzcmiQcQJwWWiEUxnq8t4deTOW1STBevt3oCsq/0u7SVXLR0H4gcgHKSlvqt6onOZU622pzaIuAF4HRlfj+9kU1tt3kCrjhNiUsiR6AisDpzVXIZA0zjjzGFtvtyhffb8H9xwSkphpMxP4NyrHbblBmOo4B/iENBrBNYc2511RQGZUKT6PQYl1E7KCOSirZmAh0DwAWBY961o2xiyIlG734/3fc1uH96/dz24D32GVhbfj0S8sQ2qtw/dUpGbdOed1pMl4tO/sUMq+syK8vwPdq47BmI0rGSL4wx8F3JF4r5QmsN7Wnc/OcMZtkNW8maBeIDcAn6JnSDZBMO9fRRWw6wGXp9FAcE5C9cnJwISqzksVYr39Fn3PiwJXFFo0oyqSmaj58OFBoZsN2ldMRfYM22Yw40DgfXQWKSITULxoUiGrJiVEGIXOq1NTmuUBVKUyIIhhIjkQg8BJYMxGwKOojH730E15ErAO8upMt9HPLP6G1J9zei5OQN3gp8QS/wwx5mDk3zc+bJhLoRcwH8kox29AZRdDQyfYcrgImA4Mdsbtk8BaWjNHIMXM0CQ68Drj/oB8d2dab0tvLqdN30B0ODyi2nU0wUj0bGmZKpukUNfufqjBU+V+jZWzI5itFuLbMXPzy6LIOzpVQnXKCGATZGUSqY8xWyGvvtGpNYJrDqkGj0HPjvMwplEP52DrcSk6+Le13r6RzSJFaGR4G9A3+Oi3ZI4HliNLL+BGeIQd9pmbn77ZkYfWpswkcwG4FtkBdMl7IalgzKHoexuH92lb/IxANlNjKnz/bsDy6B6SNV2Br5AtRMtoVqrk/gxgRdTwK6uzp/D+PpTYPpCUqxWCr/dFwMtIWZkLwce6K1KfDshrHU0i9e00JFJrj/fv5rCKGejvLdXGnM64bYBdgHHW2yZ77+RF2Ad3BOYBLiqUIMKYxZAI4APkJZ5OVdcsNfByKE4SyYEYBK4WYzYDHkIqmB3w/m/OuKOR4fWZ1tv7M1uLlGTXAnthzBJ1/xyUgsciH5pKN2uRcjBmFeSP+hQlbgyccUuhzfvV1ttXq17DLFXXPJTZcCqorE4BnkUZ7lWrXk9rRCrgQah5zi0JjTo2fO5dwXuvA/4BDE/Li8l6+yby9zuxJkrk8sOhyo28rDP6Ax9+yPIjUcVCx7qGTykzA3m1DS7U5rcY9EAHpUtyXYUSRoeh5PblGLNXI68cgJrj9LHe3pfV8uZgENrbZOIHmQtqwHU6Ug89mOdSnHEbA/v/zDyj5+N/DwK9aqnLt/X2O7Q3O9gZV5WfbeEwZlUUGHsCJXzTRfYgw4A9MKYSm6kOwOeoj0qmBOVxV+BPSHzREhiO+np0xfvHc1rDZOSVOwBj2qc4zxnACkCHAgT7pgNXAkOccbk0x2uGk5Afrw2B+uyRp+ylQJvQcCwtBqAk3/kpzlE11tvX0Rnuz6QcGC8ZJQumoirT9nj/Warzef8IcDdwesYWMpFADAJXjwN+ALbF+xedceswq1lGHl1Dr0VK0gPr/6P1ts47tIMzbq0c1tV6UOBvBjA30K6MsptTkXn+iMTW4v0byLPtsCYO8g0SDkuHofvETGdcNHAvn3bAWiSnAt4FlZ+Nst6+XfYAShT1Bf5AukqoEcC8tOTATDUYsyHQCTgX7/+d9fTOuE2RN/TEcIAaDrwNnBuaGKZG8GgbhTzbdktzrprCmN8jy6YLgp1Pvnj/LbKWehG4AWO2q/9lZ9x+yGf8CspMMiaJ9fZZ1PylewtugHsMso0Znpoyp3QGAP+Hgj2jkK9fJg1/EuQ8tD87Ie+FJIbu21cBBh3gsyr3Phd4Exhbjs2UM24xZFN3tfX2h7QW1wzXopLnoc64dXNaQzJIAd4PPT8q7SVSPbo/nYLOwBdjzJ+SnsIZtzLav15uvX0q6fHLJYhmOiO7tRmFqriVsnMUcB9JNIisjvNQfOK4NAYPCcr90L726zTmSJhpKAg6NvRVyJvDUZXoELx/NKM5z0B9Dlq+pVcBiUHgatChbR/gQrx/JwTJrkGeO0eU4dWZJI+jw3xDJZxjUcA6t9KZVsIQ5Ht0Et6/XsobnHGLoyDwDSFgnyRjgVeAKcFXsGSst6+hA+jmwMSE19Wy0YFoEPAccHO1w4WSxXOQinJs069uAu8fQBuPgfUrBpIkZLmvAE4OPteR2RmLFJ9Dc5r/9DC//L6k0jgV2JBsNmOXAP8lPovqcwoK4EzOeyG/4v0XKFnwH+B2jNkEICSSr0AVDidm1AiuKSwwP0Utx60GBff6I0uve/JcShA5tAGmWG8/R8+RZ1EjwZo5T4Tn012oWiXVpFeGDAO2RiW82dmyeP8Duj7/iJS9pXIosCCqGsqFcN/qAnyDbCGK6+naFMasj56pT1AEexYlIA4FPgRuwpikFfeDUPwiD6FVg4SmdIejgNalwSqpCHRGlTL9s+478Ru8fwn5wJ6UUl+S+gnKwhPuP8cD/0PXTH73H2N+B5yNqpdHNvPq5PD+CVQl2zusIZIhRblJ1SrHo0NbXdZ1PGrEdYz1Ng/Pnbos7LXAnzFmyfpfst5+gA79RxYk69TyMGY39CC6GO+vKuOdXYAlSCNTq016F2B1VG5cFtbbm5Ff6EnOuHI2+a2dw5Ev+LCENl8noyBdr6DSroZ+wJKk69t7JgrMVGJb0XIxZg9gL3RdfJr19OHe3waYar398tcveH8LcCswJCQ4UyMov8YAOznjsrCgKDZq2nIicAPev5XzambH+49QyeL/AXe/btbYBDWC+wk4JIF7UdUE+6SLUdJplbzXkzBHoPLMYQVQAfdDIgcpv7We0ajR2gH5LasipiLv1P2be2Hh0TPldOB8vL8uhxVciwQow8to8nMM8Gp4X26Ec1F3FECvPTWaMYsjNfO3yAc4L1X17Hj/MbonaH1lClAawxm3Ojp7XxCsxwqD9fYZZC2yN3BavquhrploL+AevM9dMR2YCqyGksuJ4Yxbm9kTlDWB9fY9JADYlnzPSiNRX6sTQ1+ILDkD3Sdaii1PzRCDwJWikv9OwN14/5Yzrq4ZwwTrbeb+VnNwDfKBPbiBr41FWaeowEoaY5ZF6qhXkKquJJxxC6Ob3x3W23+msjapP+8DuoRrt1wGoQzuec64jZJcWotEWe7BwAuoQV9VhPKyYeh3eFO14+H9M8jDrAfGrFT1eA0QAjMzgC6FKo/LE10X44A3gCk5raIP8CMNK/u7o31BQ19LmguAj8jCu7L4dAB+R1GrLbx/B/izh7meYKtHwa+LGsG9lfPK6jMU9WYYkvM6kkP3iwFIbXtbnksJfQGOBs633n5U70vXITuAfsFTsFa4HXiHWm8Qpwajl6O9Ro9c1qBkQG8UVO/Z3MvDtbQTcFkBqghAe6FbgTNryi5P6vtLUePhw3Nq+NU43j+H7hlbIjvCJBiCEpB5Wxs0xlTgemCEM27rnNdyHLAsSVoMVs9NSCGetA9uP1TpnJs1VRVcBcxEtjR/zHx2WX2dBEzE+6czn9/7Z9E+ogfGLJ35/K2YGASunH2QF9r5zrjVUDOGJ1FZVN78E3kT/cYSImS9zwOOimrgBNFm7BJ0kG8byqtL5USUgUt7UzMV+QruU+4bg7VJe9QJ+vpgXxFpnMOA9UhOBTwc+UWfmuChaTDyRRyS0HgNcSYq+cxfFVEMjkVls6fnodgJjfo6AtPDs2B2vH8TXWuHYEyqCjnr7beoemZPZ1zivoE1g54dPdD+4W/5LqYJvP/XNE6++t+ss9DO/PUTy5Bn815SfUL11RTU92C9vNeTEG2AtSmGF3BfFGQfN9u/ev8T+jveCtgx+2VVRujQPg3YrWb9YJUkuAJYFO0781Plq8nPTajJz7LNvPqo8PnyVNdUImFPdTJSuV9UoFL+5hiA+r+chve5NoxsFO9vROKj4+vshCrFGbc+unYmW2//m8DqEidcS52Ad4GrnXH5lLjLRqgv2lM8lMsaGkJWIRcA+4ZGllUTqn+ORurwj5p7fdGo5yn9OXC5My67Rqtq6no+SogOyWze3zIEWJh0q1Mjc1ArD7oiciLw/t3scTdwdfi3ttbbrJoxNM4sS4hdG+nCOQYpwaIaODl6ohKgniH7XRLBR7oP8BfrbdoBgFuRD2dFGdgQNGqLSnkudsbVkuonOxTUGQy8hLK7VeGM2ww1sJlkvX252vF+RQG/c4HjMCaVoIn19l+oMqGrM651Z3iNWQSpuR9FSpE86IGqRMY18ZpxqBnYlLDmNJmKNr6tWQ28Fwr0TSxAoK9RnHF7fcjypyzGl/fvyIOLAXeFpjNFYhQqi87Lazs59BwZBLxMAtUk1eCMWxGVYE9vxOpsOvAxsiSoJS5Ce+GT815IhZyOmmt2C36bedMPWAh5dDdI2Dd2AP5aUXPblAhBxZ7ADtSCOtyYbdF9bgbqFVFkRqDnfLVCl6HA18iCprBYb79ATaFXQkmFPM5KR6AG0CMKuK84H/AojpIEfcJ4lfdKyRnr7SfonLcx2e6HewPrA6fgfX7N9PT8uhLomlRyINI8MQhcCcb8AQX8LnqMbUeiUpdOBfMnugap/A6d8wv1vIGjGjgJ1P12FDqonVfmu48FVkDqu3Tx/kfgQmBPjFm9kiGstw+jg8chRP+exjgE2ACpt6pSAYfN4yR0wE6jCcaZqClKmuViw9HBsNky0RZOX2B5pNrJfFPujFsCJYCuDY2RGkZKjRNQ1cCwNNcUmqlMBA5sxTYzPVFyLg8vz5IIPowzgBe+YvEDjRSqmwC3JOX1mATW24+BCcBhzrjN815PlRyIniNn5t7QR5Ucc9NY8MX7b1Egam+MqZm/Y+vthyhR2zHYctUOxuyCgmJXIT/s/PH+FaSuPglj1mnkVVsBa5FjQ7gmuBS4F9lCLJ/3YpqhJ6rMO7GAQb7ZUYPR0cA+GLN9JUOE+/mhwFkhYFZorLePo6TIwcjzNTtUIdAfNaW+I9O5S8H7/yB7o+MxZv5qhgp/p52Qtcx/klheXlhvb0XVEQOccZukPqExayI/3pl4n6vdVMAiu9Jbg9d5JGViELgyOgFmCqd8hbxfz7beVq34S5jnkDft4Y18vU4N3JoVWNWjG9XV6BDfqZzNWOhK3Q/4O/CXdBb4Gy5AJZ3VZGAnoID3aGdczZR/ZoLUW2cA/0Jq/Go5EjUM6DdbE6+k8P4TtDk/KPhCJY719kV00O7mjFuyude3SOTb2Bu4Gu/zaoTTGZUNN6+i8f7vKKF1akhypckk1HRsQMrzFA9j/gjsDkwOSbrCEYJjN4b/Pdh6+004MByDfD375ba4hpkAfEYWidW0kLfuYOA1lNDPjVDBcTIww3r7RhMvnYJUerWmBp6KmtK0y3shJWPMaihp9G/g5IIFAR1S449q5OsdgO/IrxqmUUJZdldkYTUm5+U0jjErAgehBtTlWM/lySTgfWBkhd7hw5GaeEKiq0qXs5D3+PhQ0ZcVB6Gm1EVUAddxLvIrPqTKcXoC89L4/abW6AF8AlwSYgTpoL/BqchHuRgNMb1/A1kprgtcFyxNIikSg8DloqZax7/Kmo99wjLDUaOmPDs6Noxu/NcAO4UAxGzU8wY+OqqBq2IUsArQHu/L7Uh6FCrXGZ5Zcww1jrgVWQBUlIENaz0WNbe6pgYUE1lyEPJ8HV5th1Vn3KLoIPIkUqikxUTgA2B0io19hiFP4yEpjV90jkUHyyF5TO6MWxBtLu8MHaxLoT9q4HF+hc0kSyJ0cp4MHO6Ma0w91lLpjgIi5+e9kIYIlQgXonta+9kU5N5fiVRzRxepIVhIlo0C9qrhJOXewKbAyOC5myc90L1rZJOv0v7nfKBtjZVzPoKaqp1SExZXsui5GSmzD8D7r3Je0ex4/xGzEss71P+SM25+FGy/0XpbrHUHrLf/RmXlRxf4/tEJ2TqVW3mYH6oWGAZsj+5vJeOM2x7ZJo1ORQyREtbbX1APho9R0DN99CwegBKIRROn1ede1Luo4gZxQVTSBbjGevtaUgvLE+vtZ6hJ28ak22PqSCRA6If3xfHX9v4+lHT+M7KkK/4zuYaJQeDy2fcrFlvxGtqth4zf24amWUXkWvQ7PqyRr0c1cDXIFuR4YBrel+Xn64yr6/r9NHBnCqtrivOAZagiAxs28IciBc1lNXF4SptZKuBXSUa9NQhZhXQLm8l0kJJkCLAdkEozMOvt82gT3LUAHZOzRddFJ+DBUC6bB6ci1UXTgZz6eP8l0A2V/fdIY1H1OAs15SlCY9VsUPOko4DL8P7TvJfTCL1Q0GaA9fbuBr4+A3nEb5XpqppnMqrOGVFzz6ZZKuC3yblxVmgA2xW4oUQ/+rNQpVHNNAINSe1zUdB9y5yX0zR6llyKbELa4n1RAx9nAe8B4+Y4xO+HmienmdROgjNRo6QpqarxKkHquJOAuwv8+2+Mi5B4ZES4lpsl3L/PRAnpySmuLRWCdcUEYKvQ2C5t9gA2A0ZVK0RJFVkcnQfsgDEbVjhKNyQuKX1fWwNYb29Be6tBqdikGbMUukc/hux7ioX3F6Hf6QkUUWTZgohB4DL5gfk6X0X7H39m7nmAA0LWpph4/yJq8NO2oS9bb99nlhp4jSyX1kKoK3uspAzlcGBNslQBz+JetBGrqhlKCOz1Qxm73RNYV62zP8reDq9WveWMWxuVOU0P3mJpczEqLR2ZoupzAArMXFC4g1W67AysjqxYMieUcw8Abg2e3uVwA3ALMDSUIKdC8HI9D/nUpzZPwTgJmB8p8QuHM243lCi+nsYtRG5E5YTts1pXKVhvv0Oqs+0oU3VWAHYDtkaH+LwtQk5Bid7SGjqp0ugK5PXYUFPionIFsrIoekOwwSh53xvv78l7MY0i1ecgFFSvb0nXAVkC3J/HskrFevstqtLYEAWaisT+wIqolLu2UL+BM9A+uTGrwjn5M7AjOivVivXFnFwB/IRUwWkzAAnUck0glsh0tH8oWw0cKiW7A7eEs2hL41RkfzI9hfPSGGAJ5Ceed7+BxhiEhIxjMKYxIWOkSmIQuAx+MvOsejv77vkBK8wL5qjgdVl0rgG2x5iVG/l6VANXgjy5jgcuCSb3JeOMmwv9vF8Cbkp+cc2gm/40YEeM2aDK0aYhxcTwmlNcJYnULhaVYM1IYMSzUJl4NspIBRv6oy6xx6QxRVCPd0EHqz5pzFFQTkANXG7Iaf4zgIWpxKtTtkJdgZ+Bc1MuzRoX5imax2zyyIrnFOBOvP9X3suZE2fcKmjv8C/g2EYTlVKL344sAFKzDKmQi1Gy88zwzK0V6pJll+S5iOAF3Qu4w3r7dBlvHYvsI4oWPGuU0KDyMqCtM26pvNfTIMYcgip2LqWgiaM5uBz1JhmJMfM745YB9gGusN4WV6E4i5tRUy3njFsx78XUozPwH3TfrUWuAp4HhjXn+VlPBfwOOSXRk8B6+xG6lo52xqX3nFTTvR2BcSHgXmxUAXUtspRapMx3d0NVBaUlKGsM6+2n6G99M9RUOhmM2Qk4DhiP98UNnitO0RH1TLocY4pWbdYiqKWNce7cwb4XPM/GLMqX4623N+e9nhKpK0tvMJMS1MDTgA5RDVwWfZAnVyUq4F+7fqda5t8001EXzmrVwD+gDtVbkpKVQI2wHyonPTMBFfA+6LA0JHQvz4obgccBhzELpTFBKHOaCZwR1M4tG5VdHQJcjvffZT29M24ttJG8sMRy7t+iJNdA5MmXWvMk6+1/Ubnosc64xpKWLYW2wHIUMJgT/KNvRM+3g0KArClmoO9ll7TXVg7W2/+hxNwmNG6JVSyM2RT9HM/C++9zXs2JwFKUe8j2/mWU3O5awcE+T6YiZf6xeS/kN6iB5GXo+Vy0RnANo1L0Psgupgt6dsyDvo/CExJfp6KmU+NzXo4wZh1UdTetAF7hlaHgzkBUCdnc39qBwBaAC2eNWmY6sDzaR6VFf9RU7MIU50iac1HD4iNLfUPYHw4AbrbePpHWwvLGensDiuFYZ1yllhmzkPhgGvAmOrcXG52ZDkRJ8VvSrEZsrcQgcImMNAP2eYZNdl+VNz/4PxZPLiuTNt7/G3iGRiwhAqORGrj1dWevBGOWQ8HTy0M3y5IJme1BSDF6bQqrKw3vP0bdpTtgzMJVjnYZ+n6G1ZjiKhlmqYDfBK6sZqjw8zsTNUzI1v9MB8vTgZVIV8V1KvJ/ndYK1ONHA/OR36Z8JCq3G1LlOFNQg8KJGLNktYtqgjGAoSUrxXW/6IkqQe7NeTUNMRoFTo+03r5awuvvAL4CjkhzURVyFWr6NSxVBVZy9ES2BLke4p1xC6C/wb9Yb8vqdxAYjVRaJyS6sBSx3r4APAx0LtQ+xpilkSr1K+CQAiQHSkeWFfcAg+fi52OBp8PPuSYIjTBHAe2ccbvmvR507vgJJUtrmduQws9izIINvSD0TRmGbMpqInHQDLejBnHpJJmM2QSJRyaGPh+1wuMoRtGljEqzsagxZs+0FlUguqFKwukJ7GH6AesAnYNlT/FRrGJfdI66HWOWyHdBLYvibHQKjDNurZ+Y59pl+Yj9uaV7jurNSrkG2BpjVmnoi/XUwMc441bPdGW1yWnohjSigvfuhco7RhagoeB5wGJU6edovf0RBUE3AtoksK5aY29gc6QCrtbD8WAUgHHh55ot3j+INqv90wr2hftNX+SVWzzVVVJoQ9sJeALvn8t6emfcdqh542jr7QdVDSZV1wlIGTim+tU1jPX2LXTgO8kZ94e05smZndDf+MSiKfpCyfaJwMXW29LKjaXWuBE4BGMWSHF5ZRPKzgcBayM/0uJizEroWXwR3n+R82o6oqaklZXaev8Y8CDQC2PmS25ZqXMu8m/fI++FAHVNwK5FHrAHFaqLe+n0+ZhllviFuTelNoN5o1GCf4ozLr9rWdVZHYHr8b6653ne6LnXH13XpzTyqrbIOswW4KxUNWE/fwWwf+jTkDT9gf9DCfvaQdfCVHR+3Ka5lzvjdkFVBaOst2+mvLrcCf0yTkGK+MobrhqzLhL6XYX3DTX5LS6yTDsYVQ9cX2N7ikITg8DN4IxbDLhlXn6crw3XfrAkn+fl61gNdYrTpoz469TA0Ru4KaTK6AJcjfelqKR+JageByM/rytSWF25PIpUUlVZQgSuQU0IXY0orpJhlgr4bao84ATlg0M+nEn4ClfKANQMKM0s+4VIdTXOGbdcivPkydbI9iVzL7twrxmLmvBMSGRQ759FZbHHB1+xtHDhc/HL1SqjB/ApxXgGzMnJqCS+3GtmBkoo7pP4iqrnFuAJYEiuQZzmOQXtyc/JcxGhCc3pqHP4A1UMNRpYmWIqxBvjBuBD1JW9COejCcge5ES8r82yZ++fu4/dXzH8wl7cUW5j0twJTSa7Aeuie3detEPNnM7NcQ3JIcHB3UhwsFj9L4V7kEOe0vlVTCbPdGQvUrL1QUkYszYS4EwpQAKxEmagSocmG8SF62IS8BYpihGKhvX2OtSgd6gzbr2yB9A59TzgW2pVPe39X5EQZVdgasr9SVoNRdjkFJawCbwS/FrtuHqepfisNn2YZFnwFE1YQkQ1cMn0ABaiMoXMzijTOTr4FeaLMrDnAZtjzJ+qGSoorgajUpOjElhdrbAn8kMekYAK+HAUNLS5Nk6RanUm0CN42iZOqKY4ETUsOzuNOQpAJ+AbZvmyZ8mh6F4zOOGO2g6poqalpfq03r6DrokOzriN05gjN4xZEzgAOC8Pj+imcMbVNau723r7UplvfwD4iAIG/IK35wjg9+gZXDxkyXQycGO5FlMpcASwKupZUI1S/S4UxOmLMTVx1gj7stOB7ci7sZ0xnVBTzgl4X4sKWgCccX/+N+usuzlP/bwVT9RkACJURdyCvDl/n9MyuiChRc0F0ptgILAkv1U4dkSqv8E1WHnbKNbb54F/oO8vSU5Htl8TEx43G7z/GoloDseYZZp45SnojNQjJGdaE6cgpff0IBgqh46oAq0v3mfZZyZZvL8UWcQcR2toIJ0BNbExy5FhwH5/4sn7VuUtT237MF2Dgn1NNX8bg/ymojdwQxjzO+RnOhPvyz0kg8pSP0Bdy4vC5ShQlYQa+Ca0wbEFV1wlgzHzoODCO1TZyT2op4egQ/PMapeWAA4FaHunNYH19l/AcNSRfd+05skFKVvaodKr5hprJUr42xuFVP6XJDq4fMQ6o2RP/0THnp2RwOe0PLVHN/SMLaKaqx1q8HZW2e9UcvwaYD+MWTzhdSXBPcB3qIFnETkGeegmo9qvkCB8OB14FtkCVY6SzKOB9aitprGXoe99ZGismT3GbI/uEfeg30dN4oxbCj2DXt6VByYAR2LMZvmuqmK6I7/67P9GJdLYHJhaNAuhqvD+H2i/26su+Bf8yM9A1Ru35ri6tJgObOKM2ySR0Yz5A7I6urCmA3wSJM1HIxZxzrjl0bnkTpSQaVWEJuHdgK0oR81rzPKogu8RajuGVYdFyvERGJNao+rWQgwCN4Izri0wwPDLRXtzx8bAHaFLeq1SV1LTlBr4v0Q1cFOcirqYDi/3jc64HVAZw7hCZTC9/wo1M2sfgtwVE1RDg5CK6PjqF1d4ugCbAr3xvlpl91HIt9IWQvng/QsoqNOtmcx8tYxGDbKmOuMWTXGerGmHKgbyaPDUGVgD6JOKolx+YleiMs7yS9NKwHr7BbrP7uGMK4Y/Z7UoOHoccE3RvD2DfUhds7p7KhxmBrKSOCihZSVGeObeD+xXuGaUUsn2RA1y/p7zavZGQdsxVaqA67gWle6eXivlm+H7Pgn4H3Bx5rYQxvwelf6+DbSryepDfr2nnA8sAxy5IN+fCXwCjK2Va6E+wa/+TOCwHJ5JXZBY4/KM582CwWivVCc+OgnZyAxI6B5UNK5C95ak+mHUqajHJjRePnj/IvKRP7mRypHRwAJA9xZ6XZTC1UhsNdwZt06zr55lA7EQ0Anv8z9bVouSYMehoPaVGNOnFp8nRSEGgRvAGbchytY92ocx9xpYHgVHaxfv3wHuQxnXpho+jQZ+JqqBZ0fKvh7ATRU2ebKoXHZqkstKiPOABUmmcc7dyGt4kDOuwa6/LQJjVkRBqruoUrkbfK7OQCrqm6tfXGI4dF30SWuCUH57Atr0D0trnhw4AXgeqVkywxm3BLqW7kN/i2nRC5WmnZ9iqfe5yHpiTAXlb0WkE7AIxSzZ3BnYGJhYxQHrcfT7KpwlROB2YDXk7Vkk9kOlzxMKoPLrjXoWXJfIaApgjkPWNNsnMmYGWG/fQ8rP7cneFuJK9Nw9AO8/z3juJOkIHAIMst4+jfdfIp/3XVGD5FpkHPAqMDnY56SPzmvtgMuDaKNloaZPlwBd3jcrrInOnn+x3t6f67pSwnr7GdrnH1l1xaQxy6K95uXhjF/rTEXP6NkqR0KT4w7AeOttWb14WhJhb9YZefteXMK+uD1wIDAI719Je32Z4f0PKGF9A6oWvAZjFsl3UbVJDAI3zOso6Hvognx/HPAuKkGodXqjksNGG+7MoQZeLauF1QBdUVOGSlXAuyEv4G8TXlf1eP80OsCfXG1GLTykBqKuv02a/Nc4Z6EGD10TOLgfizY+ZxQqw63N+QygK8ak1rzNevs3tPk71Rm3ZVrzZIYxm6BOvhfmENTpj+7xfVK9lrz/CD1Pticl1b/19gd0INyYpBupZI2sY7oBD4cS2KLRE6n0Km9Wp2v9KmD3NO8XVVBnb1A0S4heyFIo16bDzrgtUDLg7NDJPimmo2ur1jz86ttCrJnJjGrwtAPg8P7lTOZMAWfcGqjB4V9RKXId09D5agzG1FxiLzyTugFrkaJV1hx0RArIIgpIksIBvMvK5wLLomB7S2Y6sBTV2+R0R9fG6KpXVAxuQI2xx2DMfPBrw+zJKA5TSS+eFoX19gNUlbxt+NwwsoGYhBq8lm/xVXTkI304sks6FHgMY/Kxb6phYhC4Aay331lve1qGLAzsgQ7z+TVqSgp1d58KdMaYphrujAZ+Afpmsq6iowxTL2QJUskBvk4FfF6i60qW85BCaqdqB7LePoiUiP2dcS0vO2fMXujhcybev17NUEFNMgiVARcx0TQMlXin7UvYH/gvcGFQRtcynVCTjsoDahXgjFsFHQous94+k8GUlyDV/1CMWSilOa5FTU2H13hlwf7AKhRQBRx8T/cDzkvAqmgG2lceXvXCEsZ6+x/kuV4c/3FjNkfP3HMKUPZ/GurQfkGio8pH/BxgnxDkrAlysoWos2vLo5loIoT+BpejisIOs1kSyTarP7AhyVSeZY719m5k1zHQGbdqqpOpyqYz8GiFFYi1gVSs577L73c3/PIVOj+0ZO5B+93KLSFkL9UV9ahpGSpPNdfuhazxuoZ/PQnYBOiVcJPjWuZK4DZgWKj+mx2Juaaivi7Htoj4VUN47/F+DKosWQF4EmOKluQvNDEI3DQnoGBoSzDTruMM1HBnUmOqz6AGng4c54xbMcvFFZSTUda27HL1wquAZ3ENui6SaBAHCmwujYJSLQdjFgSmAK+QjAfXCahr/eBCqYDr8P7f6EDXGWNWSGsa6+1XqPvtH8lOYZM8uj6OAq7H+88ynv1MoM6XO32k/ByA7JJSUf0Hf+w+6G8k67LsJDkReI9iNjQ5laSa1cnX7zmKawlxG7C9M64q//sE6Ql8TT7e4b8SEkhtgPPDvThpLkDXWKcUxk6NYAvRA6lzs7j/tAUewft3M5grLQYi+4+TQ+JlTmaiyrNhKSYP06YnetZOTHme3ZFVTBEbiSbKa6w5/hXWMWvy2mfBJqzFEhIjlwF7O+Mq3Vd3BhZDTXRbDt7fCdwB2L+YXddD+9oHKEbD7EIQzoqDUZC3oUq8dqg3w+BQ0dmy8f5e1DjzDeBWjLEp2tS1KOIPqTFUinAccFuNb8hmR4GJAWhT21RnxTHA3Cgr13rRJrUPcC/eP1bBCBb4kGKrgMH775Cy75AkSnmtt4+jzr59CnTgToIBwOpA5+BLVDHOuIXQgelBtMkpKsOQ9UWq5bzW25uRwsbm1pW9eg4DFidpNV0zOOM2R5YJZ1lvs3teef8QcC/QD2NSaexnvf0rCt4NCN3mawtjVgX2BC4qgNpzNoKK5FjgKuvt+wkNexWwNcYUsbnsbWhfs2feC8GYlVHQ78Lgl5on3VFQ65xURvf+A5QAORZjsvFSTY5LUVAiXVsIYzYENkDNf2oSZ9zWKDhxhfW24e9DycM+wEoowF5zhOD2UOBAZ1ya95IuwMdoX9SiuZKjNvuBBdiSJ1YNFRItnUtQDOaost9pzALonn1PsPNrafQCFnqPFW9AfRS6FVIkkyOh2u8hoOts3sA6v09GibYJuSwuD7x/C9gOiZaGADcFtTzOuPVaSF+RxIlB4MY5AHkTnZ/3QlLgIuCfwLjGzLStt2+gw9zJNXnwTo4T0HXQklXAdUxDwb7jEhpvMAqIndbcC2sCY9ZFtgiX4/1fEhixM1JRFlMFXIcsLy4BTgqBizQ5FfgemBa6i9canYDXUGA/E8LPaRw6LI7Kat561Kn+G/cnq55+wKJkpXJOlrr76cW5rqJhTkBqkiQ94+qCP00lmfPiCeRPWwRLiK5oD55O4LVEQiLgBOCaRpSbSXEBuk8cmOIciROezSeSvi1EW1R5WJOKN2fcosgC6V1mlXI3jPcPo+ZY/TBmmfRXlwoTkb/x+GCBkSzG/B7ZCF1UreCgRmgD/vPVeONzavM5XxbW21eQDdyxFex1j0JnhzGJL6wIeP/KS6x37eusue7v+Owq6+1LeS+poJwNrIriVa3HBqIxJGY7BlXt7A08+R/z+y2Qbd2kPJdWVGIQuHFOQs067sp7IYmjG0NX1LxrYBOvHIVuJrVchls5yrb2Bf4aNq3lMgSpgKcluazUkK/UAyjYV3XWzHr7LLKZ6OGMq9WNvtDD9VzgGxKwKwheyf2Ae623lVxbWTMcKej6pzlJsKLpD+xCjQULMGYdYEeybwi3L2ro5FIq5W4a759AKr8+GJOK6t96+yIKop7ijCuiwrRh1BDueOAuvH877+XUJwQuugF/TdRDWoqMR4Ejq200mjShDPdOVIabnzJEyfeTgBvw/s3c1iFOQGqr8c29sEruBd5GAdWaYg5biKYDnJWgv5O2aK/5YeLjZ8NE1OD2aOttKcr2fsBCSCxQc4QmcX2Rejsp4UR9TgQMtXJ+qAJn3ALAgWBunJtfJgMHYcx6ea8rA6YD6wGlN0RWmXtvJOQqcgVhxTjj5rqew9ZdmG9+6cQFaxRtH1EgbkbP1DrbxcOBg4EzarmxaFXIJ3gysCuw2Lus/Chqln15vgsrJjEI3BDGrIm8mFpGQ7iG8P7vyJPotMY6KoaD903AqSHL39o4DgXKK1EB74huQrWiAq7jPNTAaK+ExhsCLEjtdQafkyNRYLIf3n+UwHjdkCqqNg5ACuxcDJyAMX9IebYLUIfgkakobNLjeOR7eWlWE4afzxjg3+RbtXIGUv2naR9kgR+BESnOkTT7oGdIESuKDkVey2l0jp4BrI88vovGbcjjf6sc19ARWIKcyzWdcfOhA+T91tt0y4q1l74Q2C3ssWuNOluIUSnYQmwCrEWNNoRzxh2C9sujSk5qy6vyQtRvoBavB4AbgYdRg6bFEhtVdoQnALeHvVdLZw9U6XMtUux9hyxDWjrXoO+1nAZx+wPrAGMzFhtkyXG/MPdm6/Hy9IX4blvkVx+Zg5DUngzsdIU5elfUr+YJWpMNRGN4//DnLLHl39nW/553sAzZOe8lFZEYBG6YT9Bhtojlm0lyOiq9ntjEa0agLEpSDcNqA23C+gF/Ayop/a/zAq61LP5NwAck9Pu23v4LJRu6OONWSmLMzJG6cQLwGAl4vTrjFkcb3NuCd3KtcGb43FT1QNVYb39CauB1SUdhkzy6X3QEbg3+l1lxPFKS9LPe/pjhvLPj/bPoANcjrfLeoBIfD7R1xpWunMmXE9D99Pa8F9IAPZF1yW0pjH0d8DPQPoWxq+UetLZ8ukiryqYH8FhIxudJW+TNmrYKuI7p6GdfUw3iIHVbiLbo53JDgmNmQmgefQHwFEr6l8MQ4AdqtLlVuCZ6Icu4JIUOBwHLodLu1sDhwGfAA3j/MUoOHBUsMVosoXLreqCdM27BEt/WF3iLGrWNaQ5n3JKoCvmRDXjxJOBZYGwNN5FMm4vAfzsXv1yMEinHFq33RF6cQ49t/4/F5l+fF+9EHsmROYhB4Ibw/gu8Pwvv38t7KamiYIUD9sGYBg9E1tsnURnfaaFkp7XQAamkhpabba1hFTB4/yPagO3bmEK8AoYiK4FUg4cpMhJYEjgZ739JYLyeKLFyRgJjZYf376DD3nGh2VWa3IwSMM4Zt3DKcyXB/sAy6G8nE5xx86Nk06MoeZM3Q1B5b98U5xiLvI/HFN4zWgfYfYCLw321MDjjtkFK2LOtt0nc02ZHB/l7gfZF69Jsvf0CqffyCQLrXrEG+auADSorfomsbM+0p74NNYibL5M5EyTYQvQkSVuIWVYQ9+L9J4mMmREhEH4JsABwVNmJSJ1BxgKHYczWiS8wA6y3T6FS417OuFUSGrYL8CZwd0LjFZZwrjwAuLHe9TMexSd65raw7JiOqqgObvaVxmwHbAuMb8GBvqHofNR1Vf/mz6hS5Q8kYMPXErHefr48Hzz6Bquv8jFLj8b76J/Mr/ubPsArd7P3fnjfIq1TqqVQm/NILkxCpdcTgwduQ4xAWenaUOVVizHzAgOAJ5FqqFxqVQVcxxTkfZvIIdV6+yYKjnVyxq2WxJiZYcw2yLvx7KB2rIqQ5e4J3JB6+W06jESKpVQbdwSFTR/U/KIWDgInoIY4WR7ajgRWQF7A+ZcFyoPsCqArxqyYxhTW2/9DweadyC+IVyrHoT1WZomBMugJfIECOGkxA1kLbZPiHJVyO/BHZ1za1jYN0Qv5+N2Yw9z12Q3YCBiX8f3jfKScPCDDOZPkEuQrnZQtxJaouU8tWkF0A/4M9AqNriphPNovj61h78+BqKlf9YpmYzZAz7fzWqwd4ezsySwrCCH//KuAEzFmyZzWlRV/RcrejiW8ti/wKQoctziccWughtnnhp4y4P2DqLKoX0tXhleEMcsezI1b/Mw8nEfnQokNcmYXYDNgfCpChxZCDAK3drz/H+rqvgaN+zk+iLqY9nXGzZvV0nKkDWpwMawKFfComlMB1zFLIb5fYwrxCjgTbZJPS2i89FFTp6kouDckoVF7ow2vTWi8bPH+XZTc6Igxa6Q5lfX2b0jh2rfQjQWNWQV52l2c1aEtKLD6AM8A92UxZ4kMBeZBSbS0uAB5II8urGe0Sv6PR+q+vBt/zUZQqx0KXGC9/TrFqW5CdlNHpDhHpdRZYOyb6azG/AmpSM8ugJKrN7IqmZHxvHcD/0GJs5ojBVuItmGsm6ocJ1OccWsBo4Fbqcbz3Puv0X5oe2qtGWzAevsfYBzQ3hlXraL5ZHQ9tMhAXwMcjgKbc9rujUGNyU/JfEUZEgJUlwK7N5mUNGZdlDibgvffZLS8rDkCxaXGzPHvfVGTxNGZr6j4TFmWjxaen+8f/YW5T24lMZpS6IOSi7EhXBPEIHAEvL8XqVIGNpRpC5veM5Gqp4gef8khJUJP4BUq83Ecgg5WtaoCruMcmleIl0woo5wJHF0j5f0glcvGwKl4/3/VDuaMWxYlXK623r5Q7Xg5Mgo16MqiqV1/dBBIVXlcJXUVEll6yO+HPJPHFEIFXIf3r6Ofw4khOJ44oWS0H/JCLqehSpbsieyEitgQrhvgURVQeuieeQvQJlTXFIlXgNfJOgisvcX/ARdlPO9sOOM2QtfoJOvtD5lOPqtB3B4YU1uVQQHr7bvMsoU4quKBZJVyOHA33n+RyOKyoz9K7J+YwDPoIrTfHF3Ae0WpjEF7/wkVWxXJ97QDcF2w1GnRBB/cOa0ghPfPo2Rdd4yplTNDpVyKgpwdmnhNb5RUnZzJijIm/M20Bx4OSZVZqDniWGQvtV32qysoxrQBDgPsDywwAjUhPizfReWPM+6PqLn9JOvt93mvp8jEIHCkjl7oehjXyNfvAJ4D+ifcEKNobAtsAUws1//VGbcTKkEYbb39Lo3FZUZpCvFymQYshg49xUbJkGEoEXBTQqOeDiyIVNa1i/fvI4X00RizdppThcaCFwGdnXGrpzlXRUjxeRxwTyhhzIo+qKT8ugznLJVhKDiQZpLgJuQZPbSgSaUTgY9QELQwOOMWRQrMmb85aKXDVcgre7cM5iqZELS6HdjNGZdNwxk9Uw4HLsD7rzKZs3F6Ad8C5+U0/8XoHlFzDeLqcQmqxBjojJu7wjG2RY35asoKIlQTHI2qCapvhCpV/OnA2qiCouYIVRUDkf1NmwqHORTtkatuQFwj7AksQn0riNkZBSxFC7ciDJZ5fwU6NphAkL3W0ajarKUmB/6IEvtXNfL10cB7wNlF6zOQC2rAfC5qyDkO+fr/G3kot3Z6I0vL1tJYs2LiH1JEKNM2GjgcY3aZ88vh0DQCqc+aN7CvXXoCn1NZCYGlZaiAhRTiN9CIQrwCHgFeRh67RWciuj92K9cSpCGccUuhZh+XV+GdVyRGo67eWTS3GwL8hKoRisaewMpkeGhzxm2LSmcnWG/zLin/LbIMOQ9ZhiTVXHI25vCMLpbFjA5s+wHTQzKtSByLggxnZTTfncCXFNcSYgFk35QF3ZDa65yM5msQZ9yK6PdxkfX2s1wWoXvE7ajJaE0qP8M9aDgKXFYa9GuH1H2FShaVQG9UTdCYaKQSbkUNGx3GLJrguFlyKfAssiqqpILuWOAN4KFEV1VcGrOCEN4/ihrfnlar94kymI5ENzs08LVTkc1Wrs1EU6Y96jcys8GvygKjL7A5cEx2yyosI9Fe7li8/ynYikwCtnLGbZXv0vLDGbcyee9vaogYBI7UZzRSl50T/FDnZCbwKjCg8J3ZK8GYVVGAe1q5nkstSgU8O80pxEsmHJqmoYfUxtWOlxrG7AYcAgxN0M/zSBRwGJ/QePni/YeoLK09xqyX5lTW2/+izW87Z9wWac5VFrKOOQX4GB1gs6IP8Bk5l5Q3wyiUJEjN+zp4Rt+APKOXT2ueCjgWmJuCNYQLasXuwN+tt49nMqn3P6B9w8Gh1LlIPAR8TRaWEMYsgtThMzOuGGiIbuj6nJjzOi5ASZyiN3hsihuBl4BBZVfIqYrkMOD2JOymssIZtxxScF+WaDWBku19UNPA3omNmyHW259RUnJVFLgrHVmj7AJckoTwoOjUs4K4oZlk9ihkRdg2k4Xlx/XIKmh2iytjFkM+0dcHu60WR4gntAPus942pXS+CvUnGhl+Lq0TY9ZEjQSn4n19a8FLga9o3Wrg7ijZnpXQoaaJQeDILLz/DilhN0SqxdkIG5xRqOPiHtkuLhO6oRLFKRW8t2WpgOvQgXUkUognoZi6HAWHTkxgrLQ4FgXZEsm6hw3O8cBT1tvnkxizIIwFviObJndjgE+QwqYoCahTgH2ACVkpPp1x66DmOedab4vbHETNJScBR4Ru52nRD5if5Bo3VofKFE8AHsD71/JezhzsD6xO9pvjGajkN2v/3SYJXrj3AvtlcE85FlicnA8mwQ7kZBR4eSPPtSCV+HsUey/QJEF9dSawAXBQmW/fCViOGrOCQGeE+UijSZP3jyOLo94Ys0Li42eA9fZ+lBQeGPpAlMoxSF19aSoLKx57oX4PjVlB1HEH8ALQryXbAIT93LVAG2fcIvW+dAJ6dozNZWHZsBVKnFzd5KuUHOmO7psDU19VcRmMmkeOqv+P1tu6fgNtnHEr5bGwPHHGLY4qja+z3r6V83JqghZ7Q41UzE3oYDQUYxrawFwBvEtLuwGr/KwTasjwbjlvracCHtXCVMB1jAXeBCZVW5IVyjOuBY4qpJenMQuiINsNCQb2NgM2otjKzfKRN9kklCBIM9CH9fYr5DW7K0VIQBmzIwro3MpvOxmnyWlo85duU69kGIuUlql5YFtvX0XWE52ccakq0kvkz0i1VMSGcD1Rpc+NGc/7IPA+xbWEWBn5EaaDAhfdgMfx/rHU5imN44AlSLaMvzLkA3sRsGeowqpVrkEVcoPKTCa0Rb6FlTQgzgVn3O+QQOS6cO9Ng/7AvBQlsVcZfYCFKPV70D2iI3A/3r+T2qqKxeEosf/XJl+l3iyjUaJln9RXlS/TUWBcz0pj5kPP7b/g/ZM5ritt2iNxUPN7E/0cLgF6pmU3VmiMWQc1Iz03iC3mZDKq9Omc6bqKwQnAohRhf1MjxCBwZHZmZdoWRf47s2G9/R863O/gjGvIu6hWqfNKnFjBe+tUwEU8+FfPLIX4+kj9WC11DeLaJTBW0uyNVGtNZ6TL43jk+5fkmEVhPDrIZuENPA0lI0bn2pxS/tgzgdeBo8ttIFkpwfLgGGC69fajLOasCu8/RWr6QzFmsxRnGoquweSVaeVzAvI4vCnndcyGM25zYEfULTlbH2nvf0aBsn0wZulM526eO8LnNC0J9gDWIn8v4HmAHsAjmdmBNE9dYrQmm4HBrxVyI4BNKVXtrmT6ocCteP9teqtLnK7obDAitRlU8j4V6IQx66c2T4qEvg/nASc540r5HnZGycPpaa6rKAQriP1p3gqijmuAd1DzwJbM31Cjr/7OuHlRcHQlshUaZEqwqTocuMN6+2WJbxuAgsYtw16vPM5A58kGr4lQ4XMruvdU4ktekzjj5kP7m79Yb/+R83JqhhgEjvwW719GJZxdGlEDX4h8MPtnuq60kDdbd+BveP9EOW9tBSrgOm5B3UcdxlTrv/k35KNXxAZx7YCPkHqtasJm9whgpvX2iyTGLBTef4JUqW0wZsM0pwrl2wOBjZHHcvZIKX4D8nc+CO9L3bQmQTekkKql5iBnoUabQ9OaIHjIjQL2D/fjfNB98UDk6fhDbutomEGoQVtePsUXomu3UId46+0H6NCdZhD4VJQkbrjhTXYcgkpui3NwlurxTuD4RvpQ1ApXAm9Ruhp4N2ApaigxHErUewC3WW+fS3m6YaiKZFRzLywwDnm8llLGfyy6P2ddpZEXe1OaFYTw/kek7tseY7ZPcV25EvqmDAFWBd8BKcqfB+7OcVlpsxPyhi/9Xuj9+6gp5/4Ys3dK6yoe6r/SHpiE900JQc4Glg6vbS20QwmTlmybkjgxCBxpjOHIa7HPnF+w3n6LDvd7O+PSVHhlxX5U7pU4mJasAq5jlkJ8QarcmNdrEPcnZ9ymCawuGdS8Zz/UvCcptdwhyM/r4oTGKyLj0YEtC2/ga4B/AMMzz3KrEdxUYAvgKLz/V1ZTBy/PLkg5k1YZbvIoSD4G2BdjtklxponIpmhcjirxjqiD9wU5zd8goQnnQcDEMpQ2yeL9i8gPvltQ0heJ24CtnXHJq5SNWRsFPKZm5RveECEw2RvZFmTZxLIUzgdWoGCe0eVgvf0R7Yu2AnYv4S1tUQOfu9JcV8KcCCyJPJDTRcnlkSjIk19irwqst5+gYPY+zrjGLayMWRypwq8OVXetgcORkKgcscVFyD6iUInEFLgDeGpefhz+M3NtAIxt4Y0C26FKrtvKfN9E4N+okf38SS+qoFj0s2rO7uAvyEe7e4F6qKRGvf3NC9TWMzV3YhA40jDev4I6cTamBj4XbWJbghq4zivxpnLe5IzbEik6xrdwFbDw/t9IhXhMAgGdy1FJS5GawuyHgtxJNmo5HniDhJTFhURl/+cAh2FMet6a/NqI53TgDzTQvDJlTkF2DA7vb8l47k7Iy7MWs9yTkLp+WFoThPvvIBSgPzyteRplVkO4h8Kzs0icgZ7VZxdgHYZskkXlcDtaVxqKolOAH8k/SbwD8CdgQrAvKBK3I8/oIu0FKuESlIga3OSrFLA4GLipgBUDDeKMmx8dsv9ivc3K1/ps9PMcW8MNwSaj/d/4UPbeEIejfWdrsYJYCO21S7WCELJNOQfYL+2qszypUwP/yHzL/5PNPqOGqgXKJZTwHwbcHMRlpaN756nAmqhXRstGZ6vDgXNCkqxRwjV0Nqqa3DGD1eXNnqivw7jwvUdKpFYfrJFsGI42J7+5wQZF0WTgUGfculkvLDGM2RSVo0yqQP3ZH5U6T0t8XcVlOPBfYHKw0agI6+3nqBTsyDk64eZJO/S9PZLEYM641ZFVyMUheNmSmYACTakHeEL37btR9+0l0p4PqN8I7hZStDZoiOAN1xN4qEBenqXj/TfIQ3I3jNk5xZmuAJ4FRoagRZbsgqpJ8g72zYYzbiNUjTAx3HPzw/u3UfL42FDWWBT+iap5klWiGrMYKvO+ppEGLpkQVDLDUCLmsrzW0SizGsTthTF/yHs5lRLsisagfhlNqVf3QNVBSSab0+YYpNZOzwt4TqSKHYySF20ymzdBwjXRF9gQNWVsiGOBl4GyrOhqmPKsIGZnClJC/qZfTUtiEEM/XpH3eIDdcDXdH7FZ9gB+hwRn5eP93chCZVAtPztKxKKKy1LtnK5E/Sm6p7ai4tAHeI9Kr6NWTAwCRxpH5c5XAV0xZpkGXjERqTn7ZbmshOmBNhUXNfO62XDGbYBKbCdZb/8v+WUVFO+/RoqQzai+mcs01GQk/wZxKsnbG7g2wUZfxwK/AJcmNF5x8f4zlHk+FGM2zmDGfmjzmP69J6dGcPVoC/ye2m4OMg0F2galNUFQOPZBvqdJNLAshxNRQvD6jOdtjjoV8MSc11HHCPS8Tb+kvERCgu52YK+QcEmKY9DzLdeGcMBeSA00tGy1VXZchNTYjQXKaoULgQ9pWg3cFt0r7stkRVUSGgqejoKU92c8/eXAc8DIGi75vgEJC4b+JjlpzDrANsD0Fl7yX5/DUULqobLfqX3m+cARGLNKwusqDHPzS58deOib71lwSeDovNeTIu3QvfCeKsboGT4Xx+s+aYzZBFnGnBX+BpolVMedDxzojFs1vcXlS7Ak3RU423qbm+VWrRKDwJHmaEoN/DE63B8drBFqC2NWQMbpF+P9F2W++3R0mM37gJcHV6MN3EiMWaqKcf6OPHyK0CDuQGA+ElLnhNK/jsDd1tt3kxizBjiL7NTAz6BMd3dnXHoeo79tBPdVanM1QFDx9QVeRA2UahPvv0dWFrul6Q1svb0XqcQHOeN+l9Y8s6EE6cHAZeH7LATOuD+ig8M5uauA6/D+Y+RndzDGbJ33cupxO1JnbpfIaCpf7wY8hvdPJjJmBQR/7JGoJL1QXtWz4f1b6O+2phvEhYP3WGA3Z9xv73N6nhwIXJ+nR3SZtEVVDiMyL7X1/mf0/FsN6Jzp3AkRfmYONb86ao4vdwR+RsHuFk/FVhCzMwGJK1qmBYAxawKHrsMr56D+F4MSTk4WgnAtHARcX1XwThVGI5AdXSl+7LXIENQ4sty+RVMBD3RNekEFog9qwFmoKrxaIQaBI03j/csoMNYVYxpqnDIEldBPz6EEt1o6o0Y+ZQVynXGrAUcA51tvP01jYYVGioVuyKO0Yp/Peg3itihAg8G2yBc6qXL7PwMr07Ibws2O958jxeHBIXOdNoPRMywde4YcG8HVYw9meV3VuqXINNTYpWnPzOrpi+5NA1Oep45jgHkpXpBtMNocV9LwNE0mICXYqPA3VgTuA/5HcpYQewBrIT/sPGmLfAEH14BK5gL0zNwr74VUyTRUhttQ1cM+wCLUiBVESCIMQMn6vBoK3oP+PgdjzBI5raFa7geeBnr/2rhUdmodgDvztIvJmH2AhajMCkJ4/y6yfurUSIVqrXMa8KPRuXQISoDMmTxoCeyLbEGSKOEfhyr1JmHMfAmMVxyM2RwlDseXK1az3v4HVad1KpDtYmIEhXMbYFpuTY9rnBgEjpTCMPTgbswb+ERgfVR6WhtIkdEZuBXvXyvz3X1QJrrllp80h/fPIX+uk4KvcqVcAXxHnk1hpGbeA3k3JqV0OR4FvLJuIJY3Z6GMdRZq4LfQRvkYZ9wmKUzRFQX4huTQCK6OvijJNiOn+ZND3sATgL3DxjYVrLfPoSZN3ULCLj0UxDwReBTvX0x1rjIIdkWHIRVwSeWDmSFLoWHIi3/PnFcDQLB0ehCp1JLgVGR/MjOh8comNN0Zjnyya6G50K3ISqGmG8RZb79G97l9nHFz3ufaAh8Df816XRVyANrbj8wtCak9WV+ysn9KgSB4GAOsy6x7zB7AirSShnCByq0gZmcsqs5qWQpHNWHvCFwaEgO303LVwO3RM7L6ptmqwOqO/r5amgeuQ5YZlTb2PRtVOR2T2IqKQ0+kdM676XHNEoPAkebx/iWUuW1QDWy9vRNtZE53xm2R9fIq5Ahgacr0SnTGLY986y6x3r6XwrpqiTOQ4uXsShVd1tsvkCrmSGfcogmurRwORorwpKwglkaZ2ytqQH2VLMpUnwUcVGVyoFTOBD4DJgTrhGQwZif0fdxMFWr3aggBhF2Bs1rQdTQF+IIUvYEDg1GZbdreszshxWcRVcDfUDwVcB3nA28iNXBR9qG3Aes649aoahRj1kb+8lNzLvnvhMr4+9dEFYH3P6LKmX0xZuW8l1Mlk5nzPmfMIigAOLOCJsSZE56nA5GVSOXKzSTw/mkkGOhRww2gZgJvMaup2bFIKHBbXgvKEmfcwkj9eX3w768cVajeDHSrYXV4Q3QH5kfK1vpWIqvTgtTAzrjFkSr82qqvhTq8vx0lEi3GrJTImHljzFbob2ZcFVZ0fwceQ/GZWqvWbhRn3JJojzOjFVkuJk5RNt+R4jMMlW70auTrvZCKo/i2EApY9kQKmb+W+e6eqPS3lps0JYMCfkOBHVAwpFKmoRLJ9gmsqhLaAq+hcr0kOApdI2U1G2xBnI3UwEPSnigkESywC7B/IoOqEdx1wKtAhxwawdXRB3kstxyvK21kz0ZJgj+mNU1I0E0A2qecmDwBXevXpThHWTjj1keKq0mFtStScHQwsirIvzGouD18rtYSoivwI3qu5UIo/TwDKe7uymsdFXAhOpdU23Q2V6y3v97nnHEbhX/eH/XXqAkrCGB3ZIU0qgr/1iSpsxHKJSlbLeFnOB7Ybpo5eS8kFLiyhryhq6V6K4jZGYoUjqMSGi9fjFkM6IL8wv9d7yu3Af+kZamBD0LB7iSsIOrTAwl6xiY8bl4MQUKrim2lQiJhMGouXdNVNnNwKrqfjMt7IbVMDAJHSkOlrtehzOtvmoGFYMyJwIZk58VYKbsBGwATyyn/D42GOqPsZbkWEi2Vi1Dwv5rf+ePA8+TRIE7lV7sCVydhBRHUM8cBT1pvX6h2vJpEyYEJwAFplv3X43zgX8C4UAJdLSPR5iLzRnB1OONWR15X54WAQkviHORVm/ZzYgwqvR6XqEq8DmP2RAmkS/H+28THr5zBwLfob7DIXIUSscOK4ONnvX0d3Ucqt4TQQb4jshb6MJmVVUR3YDmgX+bNvKrB+zdQML5HlU1ni8A5wNfMus+1Bd4HHsltReUxAHgPuCzvhQB1DaDOBo7OqOdAGkwHPvuJeUajRsStyQqiDTorPJzIaFKHn4Us6XZMZMx8ORH1Mhhd/x/D/XsILUsN3B6p4pPqwSL0/BgNtMeYnRMdO2uM2Rb544/B+/+rcrT7ke3GwKDIr2lCYrU/cJ319vm811PLxCBwpByGIcVmz4a+aL29HW0YBxSg0VdT9ESbkXKzkKcAi9JSMs9J4P13SN2weyhdKZt6DeI2a8BDL20OQ/fBpNQ5W6BGXq1VBVzH2agcdkjaE1lvfwR6o7L8k6sazJhVkDJxGt6/Uv3qKqYXsjNoeV5X3n+GbCEOx5h105omBM+HoCqFpLxehTHrI0XTi6RvbVEyzrj1ULBpsvX2k7zX0yRS2PdHh9sTcl5NHbcBO1VhTXQM2iOU1Ww2SZxxS6GS85utt3/Pax1V0A9YjAx85dMkeHFPBtpcbI77E7IIuRbvkyl/ThFn3LbAzqgh6Q85L6c+I5E/Zk1W4llvvwEmf8LSG33Aci/h/bN5rykLQuBpP5Kwgpgdi2yFLsCYBRIcN1uMmR/t+e7H+6caeEWdGnigM26eTNeWMM64ZVCVwdUpJShHoQDzZIypZeW0QyKGKdUOFH7OA1Fi+JRqx8uTUGl+OXoOdMl5OTVPDAJHSsf7F5Aa+FSMWbKRV/VAxv/TE1LlJYuCDvsA5+J9yZvbsInpAdxuvW0VG7cyOA/dkKtR9l2B1GtZq4HbAi+FazsJjkeN7mqhEU96eP8lSg7shzFZ+ITfgTqIDwleUZVS12hgYhKLqoTgKX0c8pT+b17rSJkJwPcoCJgmFwD/BkYndnhSR/Lb0N/5/gmoNJJkELqP1krT0ruQQuWM4JmaN7chhd7uZb9T3sbdgMfw/smE11UO/VGyvugVWQ2jZ/H5QJc0k0QZMQH47gcWOBtdV7ViBTEAlSEXy+tcVUbDgT9jzB45r6YiDuPaB+bhJ25j/9bUzX5fZIWSrLe0ms2eBKxNgZKxFXA0sAKNCIzqqYHXoPbVwIcBc5PWGUnCpB6o2rc2GwdK2b47MCpc41VjvX0UuBN5Ay+exJg5MQTYCOhUeKFDDRCDwJFyGYaULo2pgT9HD+WN0EayaJwK/IACl+XQCVgKKREi9VEQZCKwP8Zs1MyrG8R6+yXaFBzhjFsswdU1jjErIj/jpBrCLYTKnGaG76e1cw5KDgxJe6KwST4NldNVdhhQYusEYAbe/yexxZVPH3RgarleV95/jO7BR2LM6mlNE1TipwProcB6dUhtdBM6sB2A9+9UPWZCOOPWRSr2Kdbbj/NeT0nIgqcfsCyN7Cky5m/I4/nACt67J6pGyFMF/Ht08L3MevtiXutIgDNQY8Oavgdabz9emK+v/JhltvmYpV9GDXoKjTNuExS0mxiUq0XjXKT+HIMxc+e9mHLZgJcO2oRnfnmPlTZ3xq2Q93rSxhm3ILq3f0AaVije3wtcCpxe6fkjV3QN9wX+gcr2G6O+N3Atq4HbAS8Dz6U4xy0owewwZvkU50kLh/5eyo1TNMdgYEmKsdcqG2fcduhv5ULrbatoqJk2MQgcKQ/vn0ddbhtVA1tvb0XKzoFhQ1kMtN5jUDOGj0p9W1A09wYeCtm0yG+ZhHw+qwn8n4+aD2bVIK4NYEhOnXMoKmNt7VYQQn6641G39y3Tns56+xz62Xd1xq1VwRCdybnRQPC66gVcar19Ka91ZMQ44CcUBEyTm9Hhc2homFUZaih6AbAtahj4RDLLS4xBSF1dW4Ez7x9DgfU+GLN0nksJSYMZQAdn3GFlvr0bOrhdn/jCSseiZ9qQHNdQPUoSDUfPjj/nvZyKMWb+TlywxVz8wqV0fCGJvgMZMADt5SbnvZAGUQXfANRUsrZUkfI+P2oz/nEPmHmQKKXFEs5O1wFbAT0StoKoz2lIcHBhDSYGDkbJw1FN3R+C0MFRw2pgZ9zKSHhzVape9fo5noqaz9WWdYwxuyArnlFJ95qw3v4DuAHoFWyjaoawd78MeBudkSIJEIPAkUoYioJdPZp4TXdUTja9QB1NT0BBnollvu8oYGVgRNILajF4/zlSaByOMetUOMoTqFHQSak0cvot7YBnEvR+PQ54HXVkj4hJwGdkF5QYDPyPOZprNIsxC6JN450h0ZU5zri5USLkc3Soadl4/18UtO+IMX9Ia5pw2OiN/NC6VzHUIPQsGIT31yWxtqRwxq2Nkmfn1owKeHYGoARgEaqHeiFF8BVBedI8xqyNPF+n4v3/UlxbowQ/6GPRNfB2HmtImHOQ4nMCxtSq8m38Eny56TJ8fMc3LHKIM27jvBfUFMELuA1wTmj2XFSuBZ4Chodnd62wL7D0CnwwGSWLOlfhP15own7mMvQ9n2y9Tc8KxftP0bP9T9SSBYASy/2AV4EbS3jHrcDT1K4auC1KUqZvl+f9qyghfjTGbJ/6fEmg62Eo8F90FkiDM5BdVN+Uxk+L8cBqwDHW2yJZsNU0MQgcKR8FSW4AumPM7xp6SWiKcTKwCekrvZpH6+wBPFBOkCdsZPqhB+896SyuxVDn81nR77teg7hNUYO19FADsK1JzgpiDZS9vbimurGnjdTA44C9MWbrtKez3n6ALFsOdsbtVMZbO6CS9DxVA12YpZj5NMd1ZEldsL5PmpNYbx9HiuA+FXlGG9MWbc4vp5jJwEHI5mhs3gupCO9fBi4BTgn35tyw3n6P7CDeAW5xxpWS1OwK/IieX3kxHFkoFPH6LB8pPvsCGyKv/drCmCNRE57xH7BCB5QMPT/sKQtHWNcU4F2K3vxYTSV7I3FG/ueL0jkWeB+4G92rF6c4TTETI4g4zkNBv77W27QCWvW5GvWGOBNjVs1gviTYDdgcGFNKw8g5vIGPTHdpqdAO+If19tWM5hsB/AeYUiOJxD8D2wMjg7dx4gSbqBlAt1qxo3HG7QOcCIy13j6c93paEjEIHKmUZtXA1tubgKuAwaHMOR+UXTsPWJrys1+HolKdETG41wyy2LgAOKqKg/wMsmkQd3j4nFSjiuOAX5A3WWR2JqOqgCEZzTcBbfwmOOOaf8apfLA38CRqUpU5wctzBDocXpXHGnJBnrqXAidgTNob0sHomVVewNmYrVCA8lHghKKVdAfrkyORArRkm6MCMgQ1ZXQ5r4OQhNkb+Bm40xm3XKMvNmYxFNy5Gu8/zGaFs+OM2wo4BBhXo0rwxrgeeBgYhjG108zGmA2QkuthoH+4nnoAW1LcjuZ1oo3TrLdf57yW5vH+QfSsPB1jKrF/yhZ5k+4DXI73P1lvnwT+AvQsZBPtCgkB4LGoj8oI6202iUk9lzuH/zsvnPuKTj+UFLi8jPfUqYEH15IaOOxTtiDLptlqqtYL9Sjq3Myr80XX6whkd5B2Q84hqFFp2o2ZqyY0yr4IeB6pmCMJEoPAkcrw/llUvtIdY5Zo4pWnovLmPG0hjkRBvzPw/h+lvilsZvqj7vKllOpEtPnzVFhqEhqqXQW0d8Ytk+TC5qAt8ATev1HtQEFB0xG4y3r7XrXjtTjUOHAcsCfG7JD2dNbb79Df7WaU5p12ELAmUmNkHuAL95kp6HncuRUmm0YB86BAfGpYb59HSabuzrjSmoUomXULKs87OKgTi8ZAalkFXIeaMU4GOmDMhnkvx3r7OrAfsDxwqzNu4UZeegwqr5yU1drqE+4fo4CPgbPyWENq6H7cC1iGYliFNI+SAjcgX922eP9j+MpVKMk3IiT9CkPYaw0HHkAerrXCacj+aVINBP2OAuYGptf7tzFIzdwulxWlw0D0e5lMpU16K0VJ5f6oSecRmc5dLsZsgZTAE8rZV8zhDVxLauC24XN6tiANcz26747EmDUynrscDkGq8CFp7zOtt68BFyPrxdSs2Kol7G2mAksBR1tvi7j/rmliEDhSDUNROVOjPovW209QBm4z8vCg0SF+CmoMVG6p915IGTEqxYYGLQvv30WqueOrUPadhTbLV6WS6TZmTfSwTWozsiewInqoRhpmMiqvviQcktPmKqTsHdFE8KYu+94XeTnnleg5FNgfOMN6+2ZOa8gP719HwdmTMSbNxA/MUkA0H1DSdXorai6yX2hWVSiccWui4MJ51ttcVKgJMxIFzyYUocGP9fYJFKDZHD2PZl+TMXOhhnCP4f2T2a8QUAnpzsCwFumV5/1TyFu0B8asnvdymkTPk4tQgKYt3r9f96UQvOmM9jZTMup7UCqjUCKja00lIfXzHYz2YIfkvJrG0XVxLLpP/KveV+5GCre+BbseKsIZdyowDP29ds/pWjoXeAw4O4P9RDWcDnxBZd6vtwDPIDXwQgmuKRXCtd0eeNh6+59MJ1ci8QTUhPiSIuwrfoPWNBz4F3BFRrMOD5+LrK49AjgMnY2ezXsxLZEYBI5UjvfPoK7evTCmUWWD9fYGFHCzzrjsFD66sV6GjOg7lOK5NAf9kT/alUkvrYUzGpiXCptbBc+izihLnoa/YV1GOinFy3HAJyhgFGkI779GD/RVyaDruPX2F6QgW4mmr8MdUInu+AruD1XjjPsdUhD+Ezg76/kLxAhgQaBnmpMEBcRFwMnOuMYta/TsuApYH2gTPGuLyEDkRVtbHbAbQw1+TkeBzfKaO6aE9fYWVNG0P3DOHMGaPZFd1Dl5rC3Y3YwC3iK9RjJFYAA6xBfimmiCHujQ2j/YFcxGSPKdga6lQgQtnXFboz3MROttUe9zTTEFNRQ+G2MWyXsxjbAFepbUVwHXJQbGAhsg+5maxRnXEe1hbgSOD3uw7NE+rhOyfpqQyxqaQ41EDwWmhL4ZZRGum77A6sBlJdme5cuG6PrPzgqiPqoyOhX57fbIZQ1NczSwLmo6/FMWE1pv30E2mR2DVUehcMatjO7tf6PWq9wKTNFvHJHicxpSNlwcVDGN0Q34EpiUYca7N7Aj0BXvy1LYOeN2QAGisdbbXLp91yyzK/uWrmQI6+10VAbSxxnXJsnloSDwI2FjUBWhjPIA4PJ4nTSD94+i6oGjQ9OcVLHePgLMBE53xq3YyMv6ojLqS9JeTyOMQg3pTrDeZrL5KyRSR10HdG2s2WiCDEP+3baJ14xH/o1d8f7elNdTEc64g5EVwbmhIWLLwPvz0Ob/NIwpRNMk6+0UdBDpwuy2JaciT8fr81gX0AY1Uj2jRZdKev8eSnQcloWlUEWoA/0YJIwY18QrJyJPz0nOuCVSX1cT1GsG91/0bK49FDTpjBK+xVO1yS5vFPAdDVefXY16GKTaHDVNnHGHouTqvUD73Pcy3r+IfuZHYcyeua6lYfogC6eKk4fW23vR+ftQVEFTZNojf/2ZOa7hcnRvPhNj1s9xHbNjzPyoQu0fyEYoS0ai63BIxvM2SUhqTEc2cR1iJXZ6xCBwpDrkqXoasDtNGK+HZiVDUdnibqmvy5hN0WF/JuWZ7tfRH6k7L0xyWa2IkcDCNGEVUgI9gL8jP+lkFOR6+P+R5Kwgjkaq54sSGq+lcyZqsDU1o9Le09FGYvhvviLf0X2BSWl14m0KZ9yOqOPtWdbbf2Y9fwE5E1gUBdZSw3r7LioZPcYZt+5vXmDMSei+dXYISBYOZ9yWqELlMbL2XcyGHsBdwLkYk/5+oTT6oefGGGdcO4xpgyyjpuJ95glAZ9wC6L5W53Xd0hkHvAec1YzgIHuMWQ41mX0L6NiUt3wIkJ0ALEf+wZtOyKqtd01biXj/d7QH61kEP/FfMWYj4CkkRumO91/O+RLr7Y/IAm3ncF+vKZxxe6KqmceBgwuUjDoTlddPK5RC3JiVUPL24tBMuxomIrFMX2dcIRKmcxISXccB9+XauFb35JOQ3dRlGJNXj6I5ORFYBRiQdU+SIB6YhHrwFOe+CaegmFKv0JshkhLF2khFapXz0YFtbDNdes9HvqAjUlUDG7MgOiB/DJxc7o3VGbc9Ks2aaL39NoUVtny8fwllNbtV2tU7KGsPA74GbkhINdMWqQCrzkg74w5Eh/BHgoVFpDmk2jkS/Q5mpL0Rs96+gUoUOzrjNp3jy72Bb1FAMFOccfOj++FbNK1IbT14/xxwM/L+TNs3eiT63bvZ/lUqw8nAnVRoZ5M2zrjVkPXM+8CBoRFiy0L3iXbAK8BMjPltsD5jQnlzR+Bh8Je9xSpXoIRWXqWKE1BDy96tQimjTu/9kT9zKQ0/s8GYeVAQbAng0IYCfXNivf0HCuCcHPabmeOMWwrZ8DxIXmXaydIP+AqYUogmccZ0QEm6BYGd8f6CJl59IfKHrSk1cLh2bwReAvax3n6T85JmoeZaJ6AAW5FU7j1Q7KWpaoGSCLYQp6Lz91Rn3J+rHTMFzkSNPQfmvZAQdD8JPUP657waMGZhlMT/K1LR58EYFBgvxN9IEGaMAe4AmrpnRhIgBoEj1aMgaydUVnBp2BT/hpAhdsCfUAl9WowG1kOKjE/LeWMo778KeJOcun23IM5EjQO7VDqA9fa/KBC8GnB5Vd5XOhi0BR7E+6rKp51xp6Ag9wuoHCtSKt6/jTZiW5FN+eYI4FNg/K/JJ2NWRsHoC8u9RyREf2Ad4ORCHZzyZzgKplR8zyiFUJlyFnD4r8kB+drPBN4AjsjDI7o5gof07aj6YJ/wfbRMFEzbD3ke31aptVCSWG+/P4gbui/JZ3NdTft5ruSIPnj/fdbrcMa1Q5VXY62392Q9f45ciZSVI8MBuggMA3YBOodEVqlY4G3g/JAUzJoRaH9WW83gGsP7T1Dlz47kmSQwZn6MORe4FKljNwtWWI0SVNhTgUNDs8/C44zbHT2L/gPsYb39It8VNYD3j6Cfa3eMyV9lLaurk4FryrUobIxQWdAWBeJnOuM2SGLcJAjK9s7A5JD4yh/vb0DPkcEYs3nOq+mO7OAyVwHXYb39DNmfHeyM2yKPNdThjJsX9XH6BujUIp5LBScGgSPJIM+2LsA2NJ3Nvgz4NzD8N522k8CYvZD/8MRyvRzDeq5AWcvDrLdlG/ZH6uH9P5Girlc1B7bg7doTBQSqKX3eCAXeKla9OOPmcsaNRmrB24Fdci1xqlW8vwZ5Pg3EmJ3SnCocTiw6qHcI/9wdNYw8K825G8IZtz5qdHSl9fburOcvNN4/hVQt/UIpbZqMBz4HhofqkRuRausgvP8i5bnLxhk3H/KeXROV3b6S85LSx/u3gAOBlYEbgn9efhjzu415bsaRXPH1/5jvs9dY+ypn3PJZLsEZtw5SyDxKEdRVWeL9L2gvsCJFUE0acwBSoJ6P95eW81br7ddoz7we8qbPjHDYPwE4x3r7QpZzp8zFSH07LnjxZosxfwAeIiRogD/j/YclvvsclPAqZAVKHc64hZ1xk5Fy8b/A7gXfA/dHVTPXZGRB1hRdgEVIuMFlOKvuh6qbbnfGLZfk+JXgjJsHmIZ+9oNzXs6cdAM+QqK1BXJZgRICfYFbg51NnkxEQpnf2uZlywQkEuxsvX0/57W0CmIQOJIkV6PmPg5jNm7oBSFreQbqFto20dmlFJoOvEhlpR4DgT2AU6NHZ2KcCSyNDhzVMAV5Ow9xxu1b4RjtUHOCisz3g1rnSvTgngocElWcVXEq8BpwBcYsmfJc5wN/AS6YYrrui5TI14YgU2YEJfv5qPyqV5Zz1xCdkQXMPaGLdipYb79Eh7F9Xma966krM/f+5bTmrJSgYD8fJTKOs94+mPOSskMHpGNRo9ZpuZV6GzMfUoqvsSSfH+CZa2+UML4p+POmjjNuIbTH+h5oF/xEWxdS910H9A0VHfmgJNVlwD+psPeB9fYOtG8eFIL7qROeQVOADylYQ6CqUZKgC9pzZhvQMGZ3dC2sh2xB+gZbm5II/pyXIuuqZVNaZVU447YFnkGenROBzay3VTdYThVVlBwMLAY8nFtTMCWauwN3lFkxUBLW23dQIHgZ4JbwrMiTbsAmQPfCCaq8/xw4HtiA/GwQ+qJrMveeDuH3MxrY0xmXS+NVZ1wXoCswwXp7XR5raI3EIHAkOVTO0AX4DBmvN6bauQ54Fhga5P/Vo4PhNGBJ4MhySzSDl9IQpASOPjRJoTK4vwJ9qlFxhbKQk9F1c2XZJXPK9rYD7gtlg2URyrDvDmP0B07JvQNyreP918ARqEHOBWkGd8Lv6lDg9S9Y4rpPWGpR8vHyPBHYDjU8KLJ6Jj8UmN8d7U/uw5hVUpxt8rz876vH2WrvXzAW729Jca5qGIyayVjr7RV5LyZzvL8KPZ+PQcrLbNG96TxgV+A4vH/IevsUagy6FXBBqn0OZjEJJdCPCg0OWyunA3MjS4PskcjhAZSsOrRKS5AeSMF3flV2V6VzHLAl0KdwwZkk8P5pFOTukkm5tzFzYcwAtD/8APhTKDmvhPHA/MDojO4nJeGMmz9UwD2MGu3uYr3tWTN+9N4/CeyEqr8ewpg8yt6PRQHaUWlNECwXjkBqyssyup/8Bmfc75FNzh2oeql4eH8XSqz3xpjtMp3bmOVRQuCqNBICFTIF3b+GZ33vCfGXc4DbyLgqprUTg8CRZFGArRMqvR/S0EtCg5VBwBrowZgEHYFDgIF4/2w5b3TGrYQUni8hj87oQ5MsZ6LyzY7VDBKa9B2C1Lw3OuNK6/hrzELALcCq6EFXFs64VYBHgG2BI623o+I1khAq/x+Ifq/HpzmV9fbzpfjkoPn43/yXccx3jiGZBlGccSuibPv9SEEWaQzv/4WqMhZDgeBUSu4tQ7bejfsWeZtVOZNBj6cxR7U4445CXvqXooNVa2Uo8usfgTGHZTx3f7RXcXj/axDeensDCtAfRcqHF2fcMSiAd2art5GRn+ZZwNEYk20zJGM2Qffw71DDr7eqGc56+yFqUrojye2HG8QZtyQKQj2M9rwtlcGo3HsqxiRvO1eHLCduQnvca4Ct8L5im55g8TMc7ZVPr36B1RM8859C97eLgI2st3/NdVGV4P0LqJrkK+CBtG3IZkN9cvoAf0NnidSw3t6M7ieHoga4eTARxZeK7jfeGzVnvjRjj/lBqK9DYZpCh/P1meg51DureUMjuOtQ/OWIVtHktkDEIHAkeby/DW0W+mLMto286nbk3XVG1aWU8nk6BylOJ5Tz1qBEvgZYCGgTy/tT4X7gCeD0xpoGlor19k2gPbA+cGGzGUtjFkW+xLuhRoG3ljOfM24T4O/ASsCe1tsZFSw70jTj0TVyNsasm+ZEXZm8fXtmzPU1i8yNSuYWTHO+OZgEzEdMNJWG988AewMrAPcmbhlizGrANZvxz1fAv/MLc59ZJPUVgDNuJ+Rz+RfgxFZ93ajS6Dh0P74cY/6UybzGtEOHoytQMH5O6gJAI51x+6exBGfchsiC6K+0tBL+yhmBrL9uxZgDM5nRmE3Rs+pbFAB+LaGRLwYeBMal7OdZ13iz6MGZ6pAFQC+kiOyU+PjGzI0xh6Lg6N7I2upIvE/i/GCBGeh+0i6B8SrCGTePM24Q2rsvBexrvT0xNLGrTbx/HQWC/wPchTGVWsuVS1skQhmVUQOws9Dzoq8zrlorvrJwxu2HRB1Dw3mtuHj/fyjhsjowJpM5te88EbgowedHUkxDAdkxzrjU98POuKWQ+vcHYP+avrfUKDEIHEmLXuhB22CGLWxAB6DgWueKZ1FQ8XKkDj0meIKVw0hUnt3Jels4L8gWgTY9w4HVkE9UVYRu6APRxqpxX1WpNO5Bv98jym3c4ozbEylmfgK2t97+pcIlR5pCf7MdkLJqRmrNn4yZC+i9Mu89jRIJW5FByVw4TE1CG2NnvS3axq+4yA/2QGBtdGhbNJFx9Uy6EZh7Xn46AIxFnsAHJzJ+AgSP0BuB14FDrbf/y3lJ+aOy+4NQ2eItGPP7VOdTmegl6DnQqaEDfNjLHIf8QGeEgG1ihIqX65CCLSpl6vD+K1Ti/SxwPcZ0aOYd1WHMZigA/DUKAL+e1NDhGjoJiRHOTmrc+jjjNkOWWlOst0UpQU6Tq1DybCTGLJPIiMYsjDGnoObWM8O/7oT3k5IK7tW7nzwMXOKM2z6JccshqPP+hipPrgM2DP7VtY+amO8EvADcFJJ86WDMVhhzJXqGvIDET6kTrqFTUZPdqaHcPnWccQujptkvUaYgKze8fwgFzbtkVFUyBMUrClfVFXoMtEeWmAOAc51xqVRS1Gt0vDJwkPX27TTmiTRNDAJH0kEb9I6ok3mDnVBDUO1+oL8zrvzDvTHLorLqbYHOeP9OOW93xh2MOvGea729uuz5I+VwG/KHmoAxSXQ/Ho0avI1xxu3xm68asxS6tjYH2uD9NeUM7ow7Fm3Y3gC2aWEdtIuH9/9FpbCbkp7P437AusDYM7y7AZXnHUaKJXPBS/pO1PBgPPn4ENc23t8PtAE2Q6q/6hqeyN/1IuCPQPugxrgCeAUYltamtxycccug++WPwD7W289zXlJx8P4j9Le8ELoeFktlHmPWQKXe7wAH4/0Pjb00lFIeiBo+3hp+f1UTlDjnoSRI+9gxew68/xT5hz+IBAenpjKPvGXvQ4H4nfH+jaSnqGcF0NYZd0iSY9drBvcxBSpBThUFZU8BFqWRM0jJGLMcxgxF94LJ6Od4GLAO3v+typX+BuvtDygh+TZwszNuraTnaAhn3HzOuNOAp5E68nDr7RHW28+ymD8zZFu4G/AoEh6cmNjYxsyHMUdizOOo2nU/dM3sVYFIqWJCH4y2KCA70xm3QQbTngGsgqrdailpPQh4Gbg4iIfSwZgNUB+BySEZUThCkvkkdM88GbgiBGwTI+xrzkXJmOOtt39PcvxI6cQgcCQ9vP8r8gY6pYkM20Bkll96d2Vj5sWYHsCraCPmQuOYknHGrYGys0/RlJo0kgzakB8MXAuMw5gzq2kEFjLdHVHg5m5n3P3OuEOdcfNizHKobHZ94EC8v7GUMZ1xCzjj2jnj7kXlmQ8AO1hvC/mwbnHIqmMK0Atj9kx0bF1rfdGhqq7z7ARmlcwldwgIOOPWRoeAuo1O76jiqxA1bDsa+ZXNxJhqNqV90eGof2gOUndgGozuGUdUudqqCBYltyAf9QMKX1KZB96/CByOmqT9G2O6VnlNzI6sR25He+R9Q7CxScJz4iBkXzIzoYNTJ+BIYEisRGkElfTuiwL2Z2OMTbTJqJpI1Q8Ap/n3OBopm68L5bhVX0POuHmQ+mxroK/19otqx6wZvH8ZGAccizHlK2qNWRdjzkf7hkHAQ8D2wDZ4fz3ep/Y8t95+CuwD/ALc4YxbOq25QrXScUjhPA64F6l/r2v6nTWMhEp7o2TrNIzpU9V4ShScga6VKwi2K8DKeN8zj6BfaPy4H7KvedQZ1z6tuZxxf0Rn6Yuttw+nNU8qeP8dajq7AopZpMUwVElSXVIqZay33nrbDzXhbQfc5IyrTnwxO71QD5gzrbct2Zu+8Jhs7GkirRZjFkRlkosCG+L9F3O+xBl3E7AzsHqzGWdjdkf+v+uhbrzdy23EEA7Zf0MZy82st2+V8/5IFahJx7nIE+k8oGs1G+ngKXRS+PiD4ZcPt+bv82zF4wstzlf74f0DJYyxMXogHQX8Dm3iLgDGhPKYSFbofvEkUNc9d0bVZZbGrIn8ePcCuuH95LovhQPyzcCewH7W27uqmmvWuLujYPNPwCE1tykuKsacgDo6z0Qq3p/KfP9e6NB3bXj/r9dWUMs9hQ5v62apZAm++DuhYNYBwB+Aw0LjsUhjGLM1OlDtCLxJnZ9mNcEZBZPvAbYBdsf7sv52nXFHoKZbFwAnVeq9GvzoH0Mq171DQ91IY8ga7AKUHD4H6Fm18k6+0/cAXwC7VNsErhRCVdxEZlmMHGm9/VeFY22O7pebEe55re46kvXPS8jX9nXgv8B74WPO//4Y8CjQ2wfYH/geNeWcgPf/znr5zrhtkK3FP4DdrLffJzj23CghOgRYC+29BgH3tmjP6Profn8Z+jmMAAaVtedUlcCpKFg2H6r8Oge4J0vlb1M441ZHgeltkN/0KUkmg8Le6WFgHWCdkMCoPaT2H4yaZ1q8T24PqGfJE2HcoYmNmzLBU3oaipnsV+11E/om3IysINq2uudRwYhB4Ej6SEnxGDqc/ca3LWQQnwVGW2/7NzLGqqic+hBUot8DuK2SAJEz7nzgBGREflu5749UiVQ6I1H346uRl3NVD1tn3Nwr8Z9j5uXHSW+x2kLAz2BuRQHn++d80DjjFkfeR8cDWwD/Q/6bFzX0+kiGGLM2CqJsgZpAnYr3T1UwzgLoGuuPyurPAM6ec2MeDt0PAWsg7+eq/BKdcacgX8eXiUrO5DGmF3oWXAIcX/JBy5i10Cb8bWC7hpr4OOPqlEGnWG/PTWrJDeGMWwkFffdFJe0LIV/s+4GLrLc3pTl/i0HPkz3RAX5T5L04ELi1zMP86ijocwSwJWr0VFEjUGfcmchT71Tr7aQK3r8YCvosBGxivf24knW0OuT7Ph7tDy9D94fyEkWzxtoSBYA/QwHgTD0Lg13ZBega6INsy0q6noOPtEM/h49QL4brW01gb06M2RiVNq+I+pCsBCwHzKkY/xH4HFgW+BSV8Z8bLGhywxnXBgXxr0G+4FXtT0M59sHAUGAD4DkU/Lq1VV4js4tTzkUClUXqfSw8x//XfWyEAqtfo/3I5HJFSVkRBA/9UaL0PaCD9fbBhMbuhO5Vx1pvL0lizFwwZl5UHXg8ev4ehfcVJeAaGPteYBNg9VC9UjM44w5HSYSXUIP0DyscZyNkwfIKsGOw0YrkSAwCR7LBGIeCMONQwOVZ4D91hzRn3JVoU7K69faDeu9bCAVy+qKyqDNRRr6ibLgz7mh0OBjVaMA5kg3G9EUqrjuBw/C+8geC1J4PAIs+wZ+OvZN9t0YP8qWB19Cm7hJUPnw8shFZEHgeuBC4smaz1y0RHeaPQcmCZdHvbgDef9DU2+q9fw9kLbEmOjid1lQ5XgjIPY5UQFtXYgHijJsXBX87A7ciBVdNbfZqBmOGoMPMJGZZCS0MLN7Ex3HIemiLxhR94XBcV/L7Okpe/j18fq6ayoCgutoSBX33AzYOX3obeabfDvzVevtdpXO0anTPaINKLtdCv7cBwZaqodfX/T72R+rrOs/El4Cz8P7CSpcSlFE3hLH3Ds1MS32vQfesQ4BdYhVBmSgpMBBdB7cAbcveLxqzFQoAf4ICwGX1m0gKZ9wKyJpqL7RPOm62/XHD79kHBbJWQQqufq3KAqJUFPBZjllB4ZVQkHh5lCy8tKo9acI44/oAY6ji7BLuLXujv43NUDDmDGBmqxc+6L4xGiVcmuNbFPj9AJgOTMf7L1NcXWI447ZEIos10PV0RjVVT864ZYF/oUTCLi0iiWDMISiovSCyLphWVUWiMbui5H4vvD8rkTVmTGiUfgOqmPhzuRXUzrjl0H11HmDLaLNYDGIQOJIN2nDdgjazdXyOHhzPvsLa719N++Fz8cu0wX7oKeGBfChSdfwBdfrti/fvVrqE0LX7cVTytHvwgYzkicq7fy01acgupIQx1kMP2HmBP+P9MwDOuPlRsLcLah7okfLjK3Q9XQQ81SI2LS0VNX0ahBRN3yPlyjmNKseNWQl1+m2DPMNPwft7S5kq2II8gpIGO5YTwHXGLYnsH3ZFG+sB0f83RfR8GIc26F8gu6HmGrp9CRzSnEVMONR0RB6a26CgAOj6e4pZQeHHrLf/De8xqNx4xSY+1kR2Mz8jNcTt4eOleA9KEO01OqIkwUrINmoA3v8zlIb/GQV990UJpp+R5cKtSD38ehLLCGrMR9H+ZSvrbaOl5OH6WREphfZBz6zTrbdjklhLq8SYrihJ9BfUG6Dp+7nuKUsDW6EgySfIA/g/Ka+0ScK10QXd774GTmioSiAcsieisvSXgROtt49kt9JImoTrYCqyPjvRentBme/fFTUe3AZZ5wwBZsRzUD10D9gVWUJ9DXwTPtf/+LYoNg+VEp5NE1BF7NNIsPByhWNdiqoqN650jEJizIoowL8H2qcdj/flKWAlYmuHkpLzAWtVKmArAs64bdHP4htgD+vtSyW+bwEk0toE9dn5R2qLjJRFDAJHssWYRVFX9o3rffwRWPhW9ucZNqELU15dis++ROXgzyEfz4cqmS4ocrZCTWSOQIHATWOX7QJhTBt06HoJ2LPkB60esDsiZffPyL/xxYZeGspQ2qPD0cxYhlJjyCJiPFJQvoqCf7f/mp1X4KcbKoGdB1UMjMX7H8qZJtgB3IoSRXehbuBvh8/vNuTH54xbN7znD+hwdmkF32GkXHRg64GCq1+gIG9TH1+Xq+YIB+/fo4Bw3cfmaEMP8C6696xQ79/q8ylSTvwXXUP3A/dYbz8vZx2RCpC/+CmoBHZJ9De9ETA/uh7uQInpuypKPpaAM27VMO9nqMLg86AIXwcdiOp/LFPvrTOAo1u9Oq9ajDkS+bk+jRSQ3wKrhY/VG/i8cHjn6ygAXLHoIGmcceuhktzNUAK7h/X263CPOg4FiRdCgb4x1tuynn2R4hNK+m9Fiax9GqswCE2cNkVnqD+hioe10PNqGDA99ruIOOMORJWQiwC9KcNyJrx/FxTcG2G9HZjOKnNE1UVdkbDjK+A4vG/eQtKYdZD9TEeUUHgZ9b9ptkdN0Qln6XvQOes49HNZGD17Gvq8MNp3bQ+0sd7OzGHZkUaIQeBI/uhGu8ZrrLHrDI6cshavvteeqz5D5Rjnl+vpFjbFdYHfNsDKyPP1bsDFLFQBUfn+jYRSkwbLtY1ZHtiu3sdm6EH0LrBbHk07Ihmjxl4TURDlLqAnUmBORcmkO1DS6I1Kp3DGdURB5BUb+PKHKJhX9/EZ2jz/ABxsvf1bpfNGaoNQYbAJCghviYLA/23g44Mkm/hEKsSYxYHTkML2YRT4fQTvMwmCOON2QMH/l5Ga/I+ozBS0L3kBBSmfCR/PRhuZBDFmf+SnCrDAHF/9FvWYeDN8rvvvh4pY3u2Mmw8pOPuhtfZHiY6dkI3NidbbQnqSRpIh9DB4GCUttkel+BsxK+D7J2RtM1d4y3soEXUPCv7GZ1LkV5xxyyPLmb0p3XJmbhTcewJVYG7Yom2sjNkACZU2RtaCvX/TU0JClAORHdyuyF/8BnQ2eajqBtcFwhm3JnAvsGozL/0eqYa/AcZbb89JeWmRMolB4EihcMadhTqtrl/OZrZe4LdN+Pg9swK/1wG3WG8Lt6mP1MOYbVAQ7xtkG2JQsHfb8Hn18Mrv0ab20fDxYK0Z7UeqQN2cu6Jy74WRDcB/kDfsTUlttkKwbyWk8P0D8lj8wxwfCyF/8wOtt5k2DopEIrWBM+4opMB7k1nB3qeBf0VFXgYYsy1wFAqI1Q/6flyLh/OQWLgcPZO+QInI6VE53jpwxq2MrO0WRZUNdVUon6K98ZPIuujJWPUYaY45LGe+RZZo89f7WGCO/65vvbW39fauTBecB8bMj6osTkPViEfi/VMYszJqKNgJVYS9gywOLyrbPqKGcMb9DlnLfIfO7N/O+Tk+j4pPDAJHCkXwY3wDuM162y48nBZgVjfWRWm4Q2sbFJT5H8p4X0sM/NYexmyEAvfL1/vXj5gV8H0U+GejnrCR1oMxy6KmkV8j64evs5w+3Jt+B3wRNzuRSCQSyQpn3GLAkcANlXZrj9Quzrg/Iq/Rd5gV+H07+stHKiVYzgxH5+rvUYXbD03890vW21vzWW1OqMnbpeiM+hCwMxIs3YVUv3fgfewHEqkJYhA4UjicccPR5uYr9DCaq+l38COzK36/SHWBkXQxZnXgeNS5+FHgjVpU60QikUgkEolEIpFIpAVgzO+AyciO5SpkW1mxBV0kkhfz5L2ASKQBxqAya8NvO7PWffxfvf/+yHqbqQowkiJ6mLa8JgORSCQSiUQikUgkEqk9vP8cVWFEIjVNVAJHIpFIJBKJRCKRSCQSiUQikUgLprky+0gkEolEIpFIJBKJRCKRSCQSidQwMQgciUQikUgkEolEIpFIJBKJRCItmBgEjkQikUgkEolEIpFIJBKJRCKRFkwMAkcikUgkEolEIpFIJBKJRCKRSAsmBoEjkUgkEolEIpFIJBKJRCKRSKQFE4PAkUgkEolEIpFIJBKJRCKRSCTSgolB4EgkEolEIpFIJBKJRCKRSCQSacHEIHAkEolEIpFIJBKJRCKRSCQSibRgYhA4EolEIpFIJBKJRCKRSCQSiURaMDEIHIlEIpFIJBKJRCKRSCQSiUQiLZj/B060O8cnlwJBAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "arr_a = arr_yankov1[idx_a:idx_a+window_]\n", + "arr_b = arr_yankov1[idx_b:idx_b+window_]\n", + "arr_c = arr_yankov1[idx_c:idx_c+window_]\n", + "\n", + "def distance(x, y):\n", + " return np.linalg.norm(x-y)\n", + "\n", + "t_ = np.vstack([arr_a, arr_b, arr_c])\n", + "D = linkage(t_, method='single', metric=distance)\n", + "\n", + "\n", + "plt.subplot(122)\n", + "plt.title(\"similarities hierarchy plot\", fontsize=24)\n", + "plt.tick_params(labelbottom=False)\n", + "dendrogram(D, leaf_font_size=30, orientation=\"right\", labels=[\"A\", \"B\", \"C\"])\n", + "\n", + "for (coo_, arr_, color_) in zip([321, 323, 325], [arr_c, arr_a, arr_b], [\"green\", \"red\", \"purple\"]):\n", + " plt.subplot(coo_)\n", + " plt.plot(arr_, color=color_)\n", + " plt.axis(\"off\")\n", + "\n", + "plt.tight_layout()\n", + "\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(25, 2))\n", + "plt.plot(arr_a, color=\"red\")\n", + "plt.plot(arr_b, color=\"purple\")\n", + "plt.axis(\"off\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "### 1-2. Existing tech is effective ? (Details on original paper)\n", + "\n", + "1.Why not replace the Euclidean distance with the Dynamic\n", + "Time Warping (DTW) distance? \n", + " => DTW is no more useful than Euclidean distance in this case.\n", + "\n", + "2.Why not search for shorter patterns, and after finding\n", + "the shorter motifs, somehow “grow” them with invariance\n", + "to uniform scaling? \n", + " => the idea of “growing” motifs (under invariance to “noise”) appears unworkable\n", + "in both real and discrete domains." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 1-3. Optimal squared Euclidean distance (uniform scaling)\n", + "Suppose that we have a query time series $Q = (q_1, q_2,.....,q_{m_q})$ Suppose that we have a query time series $C = (c_1, c_2,.....,c_{m_c})$. \n", + "Without loss of generality, assume that $m_q \\leq m_c$. A uniformly scaled version of the query $Q$ with scaling factor $\\frac {m_q}{s}$ is \n", + "the time series $Q^s = (q ^{s}_{1}, q ^{s}_{1},.....,q ^{s}_{s})$, where $q ^{s}_{i} = q_{i \\frac {m_q}{s}}$.\n", + "
\n", + "Comparing $Q$ and $C$ directly. \n", + "Left plot: yields larger Euclidean distance. \n", + "Right plot: stretching Q with 8% produces $Q_s$ which resembles very closely the prefix of $C$." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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1KL517bVw7BiMH+91JCIiIhJGIr0OQHxk3Di7bdfOb0+xYwf89x/s2wf798PJk7ajsFo1H+e027SBV16xJ8mb14cXFhEREZGwd/gwDB7Mglq1aJAjh08ueeoUzJwJ27fbEnbatMvIlu0Yq1dDuXIBrP9o1szWz8OGQceOAXpSERERCXdKMGcQ7tixOCVKQJUqPr3usWOweHE1Fi2qSb9+EBOT8D6FC0PLltCjB1x1lQ+etE0b6NfPhv1df70PLigiIiIiEmv8eJyTJ1lepQoN0nEZ14UFC+CHH+DXX2HXrnPPtgZg5EgoVcqWt48/DhUqpOMJUyJzZmjfHkaMsIF/mTL5+QlFRERE1CIjY4iOxh03zlauPiqPiImBTz+FYsVg6NDOnDhRjqeeskLpuXNhzRpYvRq++86edvJkuPpqG169f3/e9D15gwaQK5faZIiIiIiI740axYmsWdl40UVpvsTatdC6NdSpA599Bk2bwtChsGQJbN5sRdIrVsAnn9jsvQEDbNffc88FoD1yhw6wZw/MmuXnJxIRERExqmDOCObOJWL/fsv0+sDq1XDHHTB1qi2cn3oKmjWLICKRjyPKlYPbbrN2Ge+9By+9BKdO3U+TJlOIiSHRxyQrc2Yb9jd2rJWGhHJPaREREREJHq4Lo0ez+uKLiUlDdW9MDHz8sa2PM2WCd9+1XXz58ye8b6VK9nXvvbBtm1Uwv/wy/PQTfPWVrbP9ok0bC270aGjc2E9PIiIiInKWKpgzgr/+wnUcuOKKdF/qq6+gRg1YuBC+/dZyvC1aJJ8ojoqCJ56wSo1OnTIxaVIrbrnF+tGlSZs2sGGDZbtFRERERHxh4ULYupVVaehVceRIdpo3hwcesFbHS5fCQw8lnlw+X7FilliePBmyZ7edf7/+muoQUiZvXrjsMhg1yk9PICIiIhKfEswZgPvnn2wrXhwKFkzXdd58E+6+Gy6/3BbMPXumvnj4ootg0CCH116zRXPnznD8eBqCiavGHjs2DQ8WEREREUlEbNJ1dfnyqXrYoUM5+fHHnvz7L3z/vV0mLR02mjWDf/6BJk3g5pvhyy9Tf40UadvWGkRv2eKnJxARERE5SwnmUHfwIPzzD6vLlk3zJVwX+va1CuQbb7RhJCVKpC+sJ5+0nnPDh0O7dtaHLlXKlYOyZWH8+PQFIiIiIiISZ9QoqFePwzlzpvghGzfCDz/cweHDBRgzxlpipKeDW+7cMGaM5YDvuQfeeivt10pSu3Z2O2aMHy4uIiIiEp8SzKFu0iSc6GjWpLIKI47rWmL5xRetYvnnn60Fsi/cey/8+CNMmWKVzNHRqbzAFVfApElw+rRvAhIRERGR8LV7t5UPxyVfU2DtWtvdd+pUHsaPj6B5c9+Eki2bDQW84QbrzbxgQS3fXDjOJZdAqVJqkyEiIiIBoQRzqPvrL05mycLmkiXT9PCPPrKqiXvvha+/tnkgvnTLLVbJPHasJbFTpXVrq9D+91/fBiUiIiIi4SdugHTbtim6++HD0L693U6aFEGjRr4NJyrKijtatYJRo9qzbVsx313ccezPOW4cnDjhu+uKiIiIJEIJ5lA3dizrSpcmOg2Z4Rkz4JFHoGNHSzQnN8gvre6+26qj+/WDESNS8cCWLW1xrDYZIiIiIpJeo0ZB4cJQr16yd3VduOsu+O8/GDgQ6tTxT0iRkdC/PxQtGsGgQTewZ48PL96uHRw5An//7cOLioiIiCSUbErRcZxvHcfZ6TjOkiTOd3IcZ5HjOAscx5njOE6T885nchxnvuM4I30VtMRaswbWrGFNuXKpfuiRIzno0gVKl4YffvBfchksR/zJJ7Ywv+UWWL06hQ8sUMAepASziIiIBCmtlUPE6dPw559w9dUpWvh+9BEMGAAvv2wVxv5UqBAMGRLBkSN56N49DW3lktKyJWTJojYZIiIi4ncpSSt+D1x1gfMTgJqu69YCbge+Pu/8A8DytAQnyfjrLwBWpzLBHBMTwZAhndm7F4YMgbx5/RDbebJls+fKlAmuuy4VO/WuuAJmzkzDlEARERGRgPgerZWD36xZsG9fitpjxO3y69DBZpUEQv368NFHDmPHwiuv+Oii2bNDixYwerSPLigiIiKSuGQTzK7rTgX2XuD8Ydd13djf5gDifo3jOCWBdiRcSIsvjBoFF1/M3vz5U/WwKVOasm5dWT7/HGrW9FNsiShTxob+LV4Mb7yRwgddcQWcOgVTp/ozNBEREZE00Vo5RPzxh02ybtPmgnc7cAC6drX5eD/+6N9dfue76y7o1s2qppf76iOHdu1g5cpUbCEUERERST2fLJkcx7nWcZwVwCisMiPO+8DjQEwKrnF37LbBObt27fJFWBnbkSPWOqJTJ+tBkUL//QfTp19O9+4uPXr4Mb4ktGsHN95olRkrV6bgAU2aQNasapMhIiIiISu9a2Wtk9PJdWHwYCtcSGbr3vPPw9at1h4jELv8zuU48N57kDMn3HMPxCT7DioF4iq21SZDRERE/MgnCWbXdYe5rlsZuAboB+A4Tntgp+u6c1N4jS9d163num69QoUK+SKsjC1uInSHDil+iOvC/fdDjhwO77yT8qS0r733nrXM6NXLYrqgrFktyTxuXEBiExEREfG19K6VtU5Op3nzYN066Nz5gndbsAA+/tjWqJdeGpjQzle4MLz1ls3l+/57H1zw4ouhcmVctckQERERP/Lppq/YLYLlHMcpCFwGdHQcZz0wAGjpOM7Pvny+sDZ8uJVVNGmS7F3jDB5shcCvvBJBkSL+Cy05RYtai4xJk+Cnn1LwgNatYckS2L7d77GJiIiI+IvWyh4ZPNgGgXTqlORdYmLgvvsgf34f9kBOo5494fLL4dFHYedOH1ywXTuYPFkzTURERMRv0p1gdhynvONYjwbHceoAUcAe13Wfcl23pOu6ZYAbgYmu696c3ucTbLT0yJE2BTtz5hQ95NAheOghqF0bevf2c3wpcNdd0KgRPPwwHD2a/cJ3vuIKu1WbDBEREQkxWit7LK49RqtWUKBAknf74Qcb7vfmm5AvXwDjS0REBHz+ueWDH33UBxds2xbn5EmYMMEHFxMRERFJKNkEs+M4/YGZQCXHcTY7jnOH4zi9HMfpFXuX64EljuMsAD4BbjhnkIn4w+zZsGsXdOyY4of06wdbtsAnn1gBh9ciIuDLL22QyqRJzS9851q17A2BEswiIiISZLRWDnKLFtmAuwu0x9i7Fx5/3IofvJhRkpiqVS2mn36Cf/5J58WaNOFk1qygNhkiIiLiJ5HJ3cF13ZuSOf8G8EYy95kMTE5NYHIBw4dDZCRcdVWK7r5mjfU9vuMOWzgHi2rV4M474auv6tK48Yyk7xgRYVUn48ZZFUoqhhqKiIiI+JPWykFu0CBbS15zTZJ3eeUVSzJ/+qndNVg8+aQVZDzzTDqLj6OiWF22LJVHjSJCa2kRERHxgyBaQkmKDR8OTZumeLT1a69Z1XK/fv4NKy2efRYiIx2mTGl+4Tu2aWMjvZcuDURYIiIiIhLqXNcSzM2bQxLDEXfuhM8+g27dbNNcMMmZE55+GiZOtK/0WFWhAhFbtlhFt4iIiIiPKcEcatasgWXLUtweY8MG6yl3111QrJifY0uDEiXg/vsjWLSoBsuXX+COV15pt2PHBiQuEREREQlxS5fCypXQpUuSd3nvPTh+3KqEg1GvXlCypMWXnsYqq8qXt1+oTYaIiIj4gRLMoWbECLvt0CFFd3/jDdsF9/jjfowpnZ58ErJnhxdeuMCdSpaESy6BP/8MWFwiIiIiEsIGD7aF8LXXJnr62LFsfPwxdO0KlSsHOLYUypoVnn/e+jCPHJn26xzOlYttxYvDqFG+C05EREQklhLMoWb4cEu0XnxxsnfdsgW++QZ69oSLLgpAbGlUsCA8/HAEgwbB/PkXuOOVV8Lff8PRowGLTURERERC1ODB1lauSJFET//zTwMOHw7e6uU4t90G5cpZa7mYmLRfZ2X58jBzJuzZ47PYREREREAJ5tBy6JAlWNu3T9Hd33oLoqOtQjjYPfII5MtnC+ckXXUVnDgBU6YELC4RERERCUHr11uLjE6dEj19/HgW/v23EddeC9WrBza01MqcGV580donDxqU9uusrFDBMtR//eW74ERERERQgjm0TJkCp09D69bJ3nX7dvjiC7jlFihbNgCxpVOePPDYY9YWbsGCJO50+eWQLZvaZIiIiIjIhY0ZY7dt2yZ6evbs+hw7luXCxQ1B5MYboUoVG96d1l7MW4sXt62DapMhIiIiPqYEcyiZMMEasV12WbJ3/eADOHnSJk+Hil69IEcOePfdJO6QNSs0a0aMEswiIiIiciFjxliVRcWKCU4dOwazZzembVuXOnU8iC0NMmWyHX8LF8LEiWm7hhsRAVdfbX83p0/7NkAREREJa0owh5IJEyy5nDXrBe92/Dh8/TV07AgVKgQoNh/Ilw/uuAP697f+0Ym66ioiVq60bY8iIiIiIuc7ccLWzVdfbUP+zjNwIBw5ko1HH014Lph17w6FC8M776TjIh06wN691otZRERExEeUYA4VO3bA4sVwxRXJ3nXwYNi9G+69NwBx+diDD1pruI8+SuIOV15pt2PHBiokEREREQklU6faUOgk2mN89hlUqhRD8+aBDSu9smaF+++3AuRduwql7SJXXmlNnUeM8G1wIiIiEtaUYA4VcXvhWrVK9q6ffWaVyym4a9ApWxauu876Rx8+nMgdKlXiYN68uEowi4iIiEhixoyBLFmgRYsEp+bNg1mz4N57IxIrbg56vXvbSJKZMxul7QK5c0Pz5jB8uE/jEhERkfCmBHOomDAB8uYluUZxCxfCjBnWzzgiRP91H3kE9u+Hb79N5KTjsPLii3HHjYNTpwIdmoiIiIgEu9GjoVkzyJ49wanPPrPDt97qQVw+ULAg9OgBixfX5PDhnGm7SMeO8N9/sHKlb4MTERFJwokTtltdMq4QTUGGGdeF8eOtCiNTpgve9bPPbPvcbbcFJjR/aNgQGjeG995LfP7ImvLliTh8GP75J/DBiYhI2Nu40WYd3HSTjUaoUAHy5LFBtTVq2E6cJ5+Ev/+2H+EiEkDr1lnyNJH2GPv3wy+/QLduVrcRqh56CKKjI5g9+9K0XaBDB7tVmwwREfGxI0fsc96HHrK8TrlykCuX5aly5oTq1W2t3LcvrFrldbTiS0owh4K1a2HDhmR7Xhw8CD//DDfeCPnzByg2P3nkEZvj9/vvCc+tLVuWmIgI+OuvQIclIiJhats2eOklqFwZSpeGu+6yNq/ZskG9elZReNddUKYMLF8O774LTZva/d9800YpiEgAjBljt1dfneDUjz/CsWPWZiKUVawI7dvD3Ln1OXYsDRcoXdo+DVObDBER8YHoaPuR0rat5aLatYPPP4eoKGjUCO68E15+2X7+li0LK1ZAv37286xZM/jpJ6twltAW6XUAkgLjx9ttMgP+fvrJPi0KxeF+5+vUyda+n30GnTvHP3cia1a2lCjBRePG2auSiIiIn0ybZoNnhw61XTWtWlkbqjZtoEoVkuzheuQIDBpklc5PPGE/rt54I7RbWImEhNGjrVyqQoV4h13X1pX16yfbcS4kPPigw4gR2Rg8GG65JQ0X6NgRXnsN9uyBAgV8Hp+IiGR8+/fbz9bPP7cdfsWLw//+Z/NkmzSxQoykbN0KP/wA33xjbatefdXapDZK44gB8Z7e4oSCCROgRAn7eCcJcYvmunXh0jTulgsmmTLZp1wTJya+bWJN2bLw77+wb1/ggxMRkQxvxgxLJl9+OYwbBw88YD+Pxo+HBx+EqlWTTi6Dtcu47TZLUC9bZovl++6zblfaDijiJ8eP2+Lx6qsT/AedPNkqpjJCIQbYnL5y5WL44os0XqBDBys5i6v4FhERSaGDB614okwZePppKF8eBg+2Xehvvw2tW184uQyWjH7qKVsXjxgBR49a67kHH7RCDQk9SjAHu5gYWyhfccUF38lu3VqcpUvhnnsCGJuf3X67JZq/+irhubXlyp39uxEREfGRBQssN3XZZbBkic0D2LzZFsvly6ftmlWqwNixVpWxaJHtTO/f36dhiwhY35pjxxJtj/H995A7N3TtGviw/CEiAu65J4Lp02Hp0jRcoF49KFpUfZhFRCTFjh+Ht96yNhfPP28fdi5YYDWR118PmTOn/pqOY22fliyxD4E/+ABq17ZOsRJalGAOdgsX2ta1ZPovL1pUgyxZoEuXAMUVAMWL2+69775L2I9nc4kS1il+3DhvghMRkQxl+3bbOVOnDsyebe0s1q61Kors2dN/fceBnj0tEVS/PnTvDp98kv7risg5Ro+2KULNm8c7fOQIDBli6+TkKqpCyW23WX/LL79Mw4MjIuwd/ZgxcPKkr0MTEZEMxHWtQrlqVXj8cWjQAObMsZlZNWv65jly5YKPP4ZJkywFdtllsHixb64tgaEEc7CbMMFuW7ZM8i7R0REsW1aDDh1CeyJ2Yu65B3bvhmHD4h+PyZTJ9hkrwSwiIulw/Li1Ia1QwQaAPfQQrFlji+ccOXz/fMWLw59/2u70+++3wYGu6/vnEQlHMaNHW3L5vE+F/vjDksxp6lUcxAoVguuuOzu8MNU6doRDh2DKFJ/HJiIiGcO8eTaIr0sXyJnT2sWNHm3tWf2heXPbkBQRYQOzZ8zwz/OI7ynBHOzGjbOPiUqUSPIua9eW4/Dh7Nx8cwDjCpDWrW37RaL95Vq3tvKyNWsCHpeIiIS2uEqMKlWsd1yrVlZd/M47/v+wNls2q6bs0QNeeAEefVRJZpF0W7OGiFWrEm2P8fPPcNFF1lM9o7nnHhuyNHBgGh7csqXtZ44raBEREYm1fbu1La1Xz2YYfPEFzJ+f7OZ6n7jkEpg+3T5IveIKm6MgwU8J5mB2/Lh9dHPFFRe826JFNciXLyax9XTIi4iAu+6yF5SVK8872bq13aqKWUREUmH+fNsE06WL9WSdMMG2+FWoELgYIiOtJ/P998O778JHHwXuuUUypLhhdW3bxju8Ywf89Ze1pYnIgO98mjWzOeBpapORI4f17NFMExERiXX8OLz+uq2Lf/4ZHnnEBvHdfbfNyAqUMmVsWHbZsrZbJ0E+SIJOBlxmZSAzZtj/7rhEaiIOHYL//qvCjTdGEBUVwNgCqGdPeyOeYOFcsaKVoyjBLCIiKbBjh31oWbeuVSt//rlt+7tAFyq/ioiA99+HTp2sNcfo0d7EIZIRuGPGsK9AgQTTOH/7DaKjM157jDiOY2/6Z8ywAUmp1rIlzJ0LBw74PDYREQkdrgtDh9oG+qeesh8PS5faUL88ebyJqXBhGDnSEtvt28Pevd7EISmjBHMwGzfOMqvNmiV5l6FD4dSpyAzZHiNO0aJwzTU2/TveDBLHgTZtrOoiOtqj6EREJNgdPAivvmqVGN9/b8ncVatsa3kgKzESkykT/PKLDUi58UYNMxFJk2PHYMIE/itXLsGpn3+2afRVq3oQV4D06GHD/r7+Og0PbtECYmLg7799HpeIiISGv/+2hPL119sYg3HjbH5BIHf3JaVsWdtpuGGDxae5tMFLCeZgNm4cNGxo4zST8PPPULZsDI0aBTAuD/TsaZNE43Y/ntG6tTWemzPHi7BERCSI7d1rPY5Ll4ZnnrGhIYHqs5waOXLA8OH24759e9i50+uIRELMlCk4J06w+rx3wv/9B//+S4YuxAAoWNAGh/76K5w6lcoHN2oEWbLApEl+iU1ERIKT61oLqWbNbJje0qXwySewYEGyXVoD7rLL4JtvrHXqffd5HY0kRQnmYLVnj+3bvUB7jC1brG/kLbdE4DgBjM0DbdpAkSLwww/nnWjVyiqZ1SZDRESwQrzJk20oSalS8NJLllj+919L4las6HWEiStZ0uLbsQPuuEND/0RSZfRoTmfOzPrSpeMd/vlna0Vz000exRVAPXrArl3w55+pfGDWrJZkVoJZRCQsbN1qbS9q1IArr4Q1a+CDD2D9erj3XttEH4xuvtlad3z9tbW/kuCjBHOwmjjR3l1eIME8YIDdpXv3AMblkchI+3OOHAlHj2Y7e6JgQdv3qASziEhIcl0bN7Bnj80ViIlJ/TU2b4aBA+GBB2wbXYsWMHgw3HCDtZwYNswmYAe7unXhjTfsZ93nn3sdjUgIGTOGtWXKcDpz5jOHXNcqelu1gmLFPIwtQK66CgoVSqQYIyVatLCSNTW3FBEJKqdO2YbtzZth7VorRDhyJHXr5cOHLb308stWmXzRRfD447Zz7uuvLcHcp4+1xgh2L71km/x79YKNG72ORs4XpJ9NCOPG2Wj7Sy9N8i6DB1tuNVirsXzt1lvh3XdhyZJq1K//79kTl18OX31lfZi9bqYpIiJJWrLEpkHPm2dfq1bZovf8RXL27NY2ImdO+zr/164Lu3dbUnrrVti2zR6XLZtt83v9dRucFwoL5fP973/WDuqRR6zyukoVryMSCXKrVsHq1ay++up4h+fPtzfjzzzjUVwBljkzdOsGn31meeL8+VPx4BYtrJ/Q1Kk2+ERERALu0CEb+Dx3rq2T58+/8Od+cevj89fJ2bPb+nrPHlsvb916dq19ySXw9NOWWwmG/sqpFRlpu5Nq1bI/w4QJSgEFEyWYg1TMuHFEtGiR5P6EzZvhn3/sU6hwUbOmfS1eXCt+grluXdvTsWKFvWKKiEjQOHUKhgyBjz6CGTPsWL58UKeOLQzz5Dm7GD51yhbER47Y7fm/3rnTbsE2sBQpAtWq2bUaN7afEecUMIakiAj47jvbtti9u/2sj4ryOiqRIBY7oGNV+fLxDg8ZYm86O3XyIihv9OhhS+LffoPevVPxwAYN7BO6iROVYBYRCbD//oOPP7YdKIcO2bqvRg0baFeq1NkEclQUHD16dl2c2Jr50CHYvt3uf9FFVpB40UXWCalBA1uDh7py5ex9Rc+e1urjySe9jkjiKMEcjNasIWL9enj00STvMmyY3V5/fWBCCha33gqPPFKC3bsLnj1Yt67dzpmjBLOISBD59Vf7UbZtG5QvD++9Z8meMmXI8LMD0qNYMduyeM018PzzVpEtIkkYMwYqVmTfOSW7rmsJ5ubNoUAB70ILtFq17EO3H39MZYI5KgqaNFEfZhGRANq1y1o9DB1qBRI33GC/r18/9Asm/K1HD6v2fu45m9dVp47XEQmoB3NwGj/ebi8wunPwYKhaFSpXDlBMQaJbN8iUyWXhwppnD1aqZB/rzZ3rXWAiInLG4cNWVdC9uyWTR4+26owHH7QeyUouJ69TJxv29/bbtkVSRBJx9KglRc9rj7Fsmb3mhFshhuPYm+5//rE/f6q0aGF9jHbt8ktsIiJy1uTJ9qHgyJFWTLBpE/z0E1x2mZLLKeE4Nq+kYEG46y44fdrriASUYA5K7rhxHMybN8nmyjt2wN9/Q+fOgY0rGBQtap9QLV5ci+jo2IOZMtneDyWYRUQ8t3ChDdT74QdbME+darmfCK04Uu2tt84unM/8zBORsyZPhhMnoG3beIeHDLE3n9de601YXure3V5vf/oplQ9s0cJuJ0/2dUgiIhIrOtrWxy1bWhuLWbPgxRet7ZukTv781hZq3jxrmSHe09u9YBMdjTthAmsusH/4999t61+4VWXEue02hwMHcsXfxVe3rk2/1jtwERHPzJtnu6wPHbJWni++mOQoAUmBfPls4Tx3rhbOIokaM8YauDdtGu/wkCFWBVa0qEdxeahYMSvG+OmnhANUL6huXct2qE2GiIhfuC7cdx/062etP+fOtSpmSbsuXaBdO3j2WdiwwetoRAnmYDN/PhH797Pm4ouTvMuQIdbLsnr1AMYVRDp2hFy5Yvj113MO1q1r2yRXrPAsLhGRcLZ6tVUqFygAs2db71NJv65drTjz2Wdh40avoxEJIq5r/XdatICsWc8cXr0aFi0K30IMgFtusdeL6dNT8aDMmeHyy2HKFL/FJSISzl58Eb74wobSff+9faYn6eM48Mkn9uv77rOlgXhHCeZgE9t/eV3Zsome3rvXCguuvz58e1hmzQrXXx/BkCFw/HjswXMH/YmISEBt22YVczEx8NdfUKKE1xFlHHELZ9eF++/XwlnkjFWrYO3aRNtjAFx3nQcxBYmOHa2wO14xRko0agTLl8PBg36JS0QkXH32mSWYb78dXn3V62gyltKl4eWXYdQom1Um3lGCOdiMH8+OokU5ksTHWcOHWwPzcK7KABv2d/CgvYgAGvQnIuKRgwetcnnnTismTGJ8gKRDmTLw0kswYgT88YfX0YgEidGj7fa8AX9DhsCll0KpUh7EFCRy5rRBoQMHwsmTqXhg/fr2KZYKNkREfGbIEKuu7dDBKpjDtVDQn/73P6s5fOABa9Un3lCCOZgcOwbTpln/5SQMGWIL5nr1AhdWMGrZ0hrhn6nM0KA/ERFPPPggLFkCQ4daUkf8o08fuOQSePhhWy6IhL0xY6zA4JxdfwcO5OHff1WIATbsb+9e21WSYnEv4rNm+SUmEZFws2kT9OwJDRrAgAGaTeIvkZG242/bNnjlFa+jCV9KMAeT6dPhxAnWJtF/+fBhGDfOtvyF+6demTLBjTdaBfP+/bEH4wb9nT7tYWQiIuHjzz/hu+/giSesRYb4T+bM8OGHsG4dvPOO19GIeOzIEesVfF57jBUrKgPh3R4jTps21hM/VW0y8ueHChWUYBYR8QHXhXvugeho+OUXa10k/tOgAdx2G7z7rnXRksBTgjmYjB8PmTOzsXTpRE+PGwcnTtiWN7E2GSdOWNUcoEF/IiIBdPAg3H03VKkCzz/vdTThoWVL6NzZevdp4J+EtUmTbBF4XnuMlSsrUaWK5UjDXebM0KWLtdU5fDgVD2zQwBLMavguIpIuP/5om21efx2SqCEUH3vtNZvZ9eCDXkcSnpRgDibjx0OjRpyMikr09PDhkC8fXHZZgOMKUpdeCuXLn1OZEdc3RG0yRET87vHHYcsWq2DOksXraMLH22/b7WOPeRuHiKfGjLFSsKZNzxw6fjwLGzaUoWNHD+MKMt27W+1Fqnq3168P27fD5s1+i0tEJKPbts2SnE2aWP9lCYyiRaFvXxvTcGZelwSMEszBYs8emDcPrrgi0dPR0fYf5OqrrSJBrE1It24wcaK9gFOxogb9iYgEwMSJNqTkoYes2E0Cp3RpePJJG941aZLX0Yh4wHXtnWOrVvE+3Vq9ujzR0RF06OBhbEGmcWOb3ZKqNhlxL+qzZ/slJhGRjM51oXdvOH4cvv0WIpR1C6j774fKlS3Bf+KE19GEF32rB4tJk+yVKIkE86xZsGsXWjSfp1s3+2sbMAAN+hMRCYDTp6FXL9uC3q+f19GEp8cegzJlbOEcHe11NCIB9t9/sH59ou0xChSIoWFDb8IKRhERcNNNMHYsHDmSwuafNWtCVJT6MIuIpNHo0bZzpF8/tWzyQlQUfPABrF4NH3/sdTThRQnmYDF+POTKdXZ683lGjLDJmFddFeC4glylStZ6+Uxlhgb9iYj41U8/2eCMt96CbNm8jiY8Zctm/fwWLbJ/D5GwErfn9ZwBf6dPw5o1FWnfPoJMmTyKK0h1724fRC1bdknKHpAlC9SqhasEs4hIqrkuPPec9Vx+4AGvowlfbdrY59Avvwx793odTfhQgjlYjB8PLVpYFjkRw4dbm7m8eQMbVijo1g3mzIGVK7E+zBr0JyLiF6dOwUsv2Wd56nPqra5drVXqM8/Yjz2RsDFiBFSvbv1iYk2fDkePZtVOv0RUrw7VqsGSJTVS/qD69XHnzNEWCRGRVPrjD5g/3wZgq7Wpt95804aSv/yy15GEDyWYg8G6dbBmTZLtMdasgWXL9GY+KTfcYP2Yf/0Vy3qAZZxFRMSnvvvOdqa/9JK97op3HMcG/m3dCu+953U0IgGybx9Mm5agZ9yIERAV5dKmjUdxBblu3WDjxovYvz9vyh7QoAERR4/aGxAREUmRmBhLLFesaLtHxFvVqsHtt1ubjDVrvI4mPCjBHAzGjbPbJBLMI0bYraoyEleihBV///oruBUrQc6cSjCLiPjYiRNWAdCgQYLWp+KRyy+Ha6+1dhk7dngdjUgA/PmnVdW2bx/v8PDhthbMlcujuILcTTfZ7eLF1VL2gPr17VZtMkREUmzIEFi8GF54IcmN6RJgL71kleRPPeV1JOFBCeZgMGaMjXiuXDnR0yNGwCWXWB8fSVy3btYTdO78CKtiVoJZRMSnvvkGNm2ygSWqXg4er79uU8r79vU6EpEAGDkSChU6mwDFZv6tWgUdO+qFKSllykDjxi5Ll9ZM2QMqVOB4tmxKMIuIpFB0tK3FqlSxHdYSHIoVg8cfh0GDYOZMr6PJ+JRg9trJk9Z/+eqrE33Hvn8/TJ2q6uXkXH+9TQv95RdsUOKCBfZ3KyIi6XbsGLzyCjRpkuRmG/FIxYrQqxd89RUsX+51NCJ+dPq0FWW0bcu5k/yGD7fb84qa5Tzduzvs2FGIxYtTcGfHYXPx4sQowSwikiIDB1pXob590bDZIPPII1C0KDz6qA1hFP9JNsHsOM63juPsdBxnSRLnOzmOs8hxnAWO48xxHKdJ7PGLHMeZ5DjOcsdxljqOoxmaiZk+HQ4fTnK/8Z9/2npa/ZcvLG9eaNcOBgyA6DqX2l7upUu9DktEJEP4+Wfr9fvii6peDkbPPw85csATT3gdSXjSWjlAZsywHsyJ9F+uVcs2A0rSunSBTJlcm1mSAltKlMBZutTep4iISJJcF954w3add+7sdTRyvpw5bQfmjBkwdKjX0WRsKalg/h646gLnJwA1XdetBdwOfB17/DTwiOu6VYCGwH2O41RNe6gZ1Jgx1hSmZctETw8fnmAnoCShWzfYvh0mn25iB9QmQ0Qk3VwXPv0UatSwHqcSfAoVgqeftkTb5MleRxOWvkdrZf8bOdLWzK1bnzm0Z4/VaminX/IKFYI2bWxmSUxM8vffUqIETkwMzJ3r/+BERELYzJmwcCH06QMR6hEQlHr2tKF/Tzyhje7+lOy3v+u6U4G9Fzh/2HXPFJrnANzY49tc150X++tDwHKgRLojzmjGjLE9x4lMJTl1yk63b69tFinRrp39Nf4ysRjkywf//ut1SCIiIW/WLOs61Lu3qpeDWZ8+VsH56KMpSx6J72itHCAjRkDz5pA795lDo0fb97t2+qVM9+4OGzdaFVdyNpeI/Vb85x//BiUiEuI+/dR+NHXr5nUkkpRMmeDNN2HNGvj8c6+jybh88vmK4zjXOo6zAhiFVWacf74MUBtIspGX4zh3x24bnLNr1y5fhBX8Nm+GJUuSbI8xfbr1YFZVRspky2a9mIcMdTheu5EqmEVEfODTT+3Du+7dvY5ELiRbNuuTPXcu9O/vdTRyvvSulcNynXyu1athxYpE22MUKwZ16ngUV4jp1AmyZydFbTKO5sjBvgIFlGAWEbmAXbtsgFyPHtaKQYLXVVfZLJkXX7Q8m/ieTxLMrusOc123MnAN0O/cc47j5ASGAA+6rnvwAtf40nXdeq7r1itUqJAvwgp+f/5pt0kkmIcPt8F15+wElGR06wYHD8KovN1h8WI4ftzrkEREQtbu3fDbb3DrrYlutJEg062bJdqeflo//oJNetfKYblOPtfIkXZ7ziS/kydtKd2+vbYkp1TOnJZkHjjQdkomZ2OJErb3W1ORREQS9e239vOod2+vI5HkOA689ZaNc3j1Va+jyZh8uhyL3SJYznGcggCO42TGFsy/uK6rdtrnGzMGSpa0bvDncV1LMLdqpU/CUqNFCyhSBH7d2symIy5c6HVIIiIhS4vm0BIRAW+/DRs3wocfeh2NJEZr5TQaPtzWy2XLnjk0ZQocOqT2GKnVrZv1rv7rr+Tvu7lkSdixAzZs8H9gIiIhJjra2i20aAFVqngdjaRErVpWOPPBB/rR5g/pTjA7jlPecawro+M4dYAoYE/ssW+A5a7rvpve58lwTp2C8eOtejmRppa7dxdkzRq1x0ityEi48UYYNb84+8mjNhkiImkUt2hu2jTRz0ElSLVoYTMJXn9d2/+ChdbK6bR9u2WTr78+3uHhw601TKtWHsUVotq0gfz5U9YmY3PJkvaLmTP9G5SISAj6809Yv16FGKGmXz9LwfXt63UkGU+yCWbHcfoDM4FKjuNsdhznDsdxejmO0yv2LtcDSxzHWQB8AtwQO8jkMuAWoKXjOAtiv9r6548RgmbMsF4OVyU+dHzlykqAEsxp0a0bnDjhMDR3Tw36ExFJo7FjYd06uPderyOR1HrlFdv+99ZbXkcSHrRW9rPBg22S3w03nDnkutZ/uXVrSzJLykVFQdeu8PvvcOTIhe+7o0gR+wtWH2YRkQQ+/RSKFoVrrvE6EkmNiy6C++6DH3+E5cu9jiZjiUzuDq7r3pTM+TeANxI5Pg3QvPmkjBlj5bZXXJHo6ZUrK1G7tnXQkNS59FIoVw5+3d+D2+fc7HU4IiIh6fPPreXQtdd6HYmkVs2acNNN8P770KeP/TuK/2it7Ge//QbVqkHVqmcOLV5sW1uffdbDuEJYt272Gv/HH/brpMRERNjCWhXMIiLxbNhgKZ1nn4XMmb2ORlLrySfhyy/huefsc2zxDY3E8MqoUXDZZZA7d4JTR45kZ9Omkuopl0aOA927w8Q9Ndm2bB8cPux1SCIiIWXPHls033yzVbtJ6HnxRThxwqqZRULW5s0wbVq86mWw6mWIN/NPUuGyy6yCKyVtMmjUCObPh2PH/B6XiEioGDDAdtP07Ol1JJIWhQrBI4/AkCHqqupLSjB7YeVKWLIkyb0Uq1ZVwHUj1B4jHW66CVwcBrhdbVEsIiIpNnSozUm96YJ1mRLMKlSAO+6wKsX1672ORiSNBg2y2/MSzMOHQ/36tjVZUi8iwiqXx46F3buTuXPDhvYDYd68gMQmIhIK+ve3l8dzZs9KiHn4YShQAJ5+2utIMg4lmL0wZIjdXnddoqdXrqxEsWIx1KkTwJgymMqVoU6NU/xKN/VhFhFJpf79LUGpn0Oh7fnnIVMmDTGR0BUzYADUrm0vSLG2b4fZszWnJL26dbO8cVwOP0kNG9qt+jCLiADWt3fhQhVihLrcuS25PG4cTJrkdTQZgxLMXhgyBBo0gFKlEpw6cQLWri1Px44ROOrKly7de2RmDpeycsImr0MREQkZW7fC5Mm2aNbPodBWogTcfz/89BMsW+Z1NCKptG4dEbNnJ6heHjXKbtVKLn2qV4dLLklBm4yiRaFMGfVhFhGJ1b+/7QTp0sXrSCS97r3X5p499ZS1PJH0UYI50Natg7lz4frrEz09eTKcOBGlqgwfuOEGcIjhl5natyIiklIDB9oCS1UZGcOTT0LOnBqGJiFo4EC7TaQ9RqlSliCVtHMcq2KeNs2GVV1Qo0aWYNa7bxEJc65rCebmzaFYMa+jkfTKmtV2/M2adXa+g6SdEsyBFtceI4kE8/DhkC1bDC1bBjCmDKpECWhediO/7WuDu/+A1+GIiISE/v2hVi1rNSShr0ABePRRGDbM2gqIhIqYAQPYXLKkVc/GOnbMtrJ27KgdFr4Q90Hib78lc8dGjWx7y+bNfo9JRCSYzZ0Lq1erECMj6dnTOnE98wxER3sdTWhTgjnQhgyxXnIXX5zglOvapyZt2jhky+ZBbBlQl7ZH+I/KLBv2n9ehiIgEvbVrLQmpRXPG8uCDNi1bQ0wkZKxaRcSCBSypWjXe4QkTLMmsnX6+UbYs1Kt3tv4lSXF9mNUmQ0TCXP/+kDlzkvWCEoIiI6FfP1iyxP59Je2UYA6kzZttQEbnzomeXrQINm2Cjh1VkuEr1/YqgkMMgwec9joUEZGgN2CA3d54o7dxiG/lymXJ5QkT7Esk6MVmPJedl2AeMcK+n5s18yKojKlzZ/tg8YJtMmrWtH3EGvQnImEsJsZ2fFx1FeTL53U04ktdutgOzuefh5MnvY4mdCnBHEhDh9ptEgnm4cNtu1+7dgGMKYMrWq0gl0fNZvCskl6HIiIS9Pr3h8suS3QGrYS4Xr3gooss0aw2qhL0hgxhS8mSHMyT58yhmBhLMF95JWTJ4mFsGUxcFV7c25RERUVB3bqqYBaRsPb337BliwoxMqKICHj1VRuZ9vXXXkcTupRgDqTBg6FaNahYMdHTI0ZAgwZQpEiA48rgOldazJIDpVixwutIRESC17JltjVM7TEypqxZoW9fq1T84w+voxG5gPXrYc4clp3XCH7ePNi2Te0xfK18eavaGjw4mTs2aADz58OpU4EIS0QkOBw4O8vpt98gWzabAyAZz1VXQZMm1i7jyBGvowlNSjAHyvbtNqY5ierlrVvh33+1aPaH6646CsCQX457HImISPCKSzped523cYj/3HorVKqkISYS5GJLaZdVqRLv8PDhVmHUtq0XQWVsnTvDjBlWmZek+vXhxAlYvDhgcYmIeGr/fihWDD766My8rCuvhJw5vQ5M/MFx4LXXLHX38cdeRxOalGAOlJEjbU/qtdcmenrUKLvVp2G+V6JFRRozncEDVHEhIpKUESNs2FOxYl5HIv4SN8Rk2TL45RevoxFJwpAhUKsW+/Lnj3d4xAho3BgKFvQorgwsrv7lgm0y6te329mz/R6PiEhQGDbMJsvWr8+CBTZSSwWBGVuTJvZB9htv2OcLkjpKMAeIO2qUNT+sXj3R88OHQ5kycMklgY0rLNStS2cGs2B1Llav9joYEZHgs3OnzW7Sojnju/56qFMHXnhBQ0wkCG3daqW0cY2BY23aBAsWqBDDXypVsi5+F2yTUaaMZfeVYBaRcPHrr3DxxVC/PiNGaF5WuHjlFdi3D956y+tIQo8SzIFw4gTuuHH2auQ4CU4fPQrjx9uiOZHTkl6FC3NNkRnAmaHkIiJyjtGjbZONEswZX9wQk/Xr4csvvY5G5DzDhtnteQnmESPsVq9R/nP99TbAavv2JO7gOFbFrASziISD7dth4kTo1g0chxEj7CVQ87Iyvlq1bJDj++9f4GeiJEoJ5kD4+28ijhxJsmnc+PFw/LgWzf5UtmExLs2yKPkBJiIi/rZ589kGX0FixAgoWdIWVJLxtWkDzZrByy9riIkEmSFDoEoV+zrH8OE2jK5SJY/iCgOdO9sHjXE5/kTVr289dg4dClhcIiKeGDgQYmKgWze2boU5c7SLJpy89JKNHXjlFa8jCS2RXgcQFkaP5nRkJJEtWyZ6+vffIU8eaNo0sGGFlbp16fzHzzwx503Wr7ddfiIinhgxAp5+2nryFy3qdTScOAF//QU336xdNMEmJiaGefPmMXnyZJYuXcrmzZs5fPgwWbNmJU+ePJQqVYp69erRtGlTyqTiB1vcEJPGjeHDD+Gpp/z3ZxBJsV27YMoUe308x4EDVkT2wAN6jfKnSy6xBP7gwdC7dxJ3ql/fstBz50Lz5oEMT0QksH79FWrWhCpVGPWVHVJBYPDx11q5QgW4/Xb44gt4+GEoW9Z/f4aMRAnmAIgZOZL1pUtTPkeOBOdOn7aqjPbtISrKg+DCRb16XEsfnuBNRo6E++/3OiAR8beDBw8yfPhwJk6cyKJFi1i3bh2HDh0iU6ZM5M2bl3LlylG3bl1at25NmzZtiArUi/CoUdbPLUhK8SZPhsOHtWgOJvv37+ejjz7i66+/ZuPGjSl6TIMGDbjrrru49dZb+fbbb+nVqxdVq1Zl6dKlid6/USP7N3/jDejVC/Ll8+WfQCQNfv/dqsXOa48xejScOpXknGzxEceBa66Bd96xpH6iLr3UbmfPVoJZJAMI2rWy19asgVmzbJGE1YaULm296iU4BGKt/Pzz8NNP8OKL8P33Pgw+A1OLDH9bvZqIVatYWaFCoqenTYM9e2xBJ35Uty4VWE2FgvsYNcrrYETEn1avXs0dd9xB0aJFueWWW/juu++YO3cuUVFRVK5cmbJly3L06FGmT5/Ohx9+SIcOHShevDhPP/00u3fv9m9wx45ZKV4SPfm9MGIEZM8OSWyykQByXZfPPvuMsmXL8vzzz7Nx40Ycx+Gqq67ixx9/ZNWqVRw7doz9+/ezYMECXnrpJYoXLw7ArFmzuPPOO6lQoQIPP/wwAKdOnbrg8738siWS3nnH7380keQNGQLlylnF2DmGDbOelw0behRXGGnXzopf/voriTsULGgfkKoPs0hIC+q1cjAYMMBub7yRY8espWmHDkGzdA9rgVwrlywJ995rSeYVKwLyxwt5SjD72+jRAKxKIsH8+++QJQtcdVUAYwpHhQtDyZK0K/APkyap56RIRnTixAmefvppqlatyrfffsuxY8coW7Ysn376Kdu3b2fbtm0sWrSIZcuWsX//fhYvXszjjz9Ozpw52bNnD6+99hrly5fn888/91+QkyZZkjlIRlC7riWYW7eGrFm9jia87d+/n3bt2nHvvfeyf/9+AEqXLs2kSZMYM2YMt9xyC+XLlz+z5a9mzZo899xz/Pfff3Tp0uXMdTZs2MDRo0eB5BPMNWrADTfYEJOdO/31JxNJgX37YMIEq14+5x386dORjBkDnTrZgErxr0aNbDfDBYsxNOhPJGSFxFrZa64Lv/wCl18OpUoxYYIt3bXTz3terJWfeAKyZYMXXvDbHytD0VLN30aPZk+hQuzLnz/BqbhBGm3aQM6cHsQWburWpf2R3zhxwt7DiEjGsWXLFi6//HJee+21MwuF2267jeXLl9O7d2+KnDfy2XEcqlWrxhtvvMGiRYuoU6cOAAcOHKB3795cf/31HPHHJ1GjRlm5cLNmvr92GixaBBs3atHstd27d9OsWTPGjBlz5liTJk1YuHAhzZL5XsmZMycDBw6kR48eCc6dPn062ed+8UV74xS7C1TEGyNGWOnsee0x1q4ty+HDao8RKJGRVvQyZgy4bhKlevXrw6ZNQTWoVkSSFzJrZa8tWgTLl0O3boD9eMqZM2iW7mHLq7Vy4cLw4IM283HhwjSFHlaUYPanI0dg8mRWliuX6OkFC+yNvdpjBEjduly+uT+5crlqkyGSgaxfv54mTZrw77//njn23HPP8d1335ElS5ZkH1+2bFmmT5/OVedsJRk6dCht2rTh4MGDvgvUdS3BHETlwiNG2G2QFFSHpVOnTtG+fXsWLVp05liVKlUYPnw4efLkSfF1vvzyS+rVq5fg2smpVAluvRU++QS2bEl53CI+NXgwXHTR2R6/sVasqEKuXNCihUdxhaF27WxHw9atxRO/Q/36dnvOz1wRCW4hs1YOBr/9BpkyQefOuC6MHAlXXmm7zsUbXq+VH3kE8uSB555LeczhSglmf5o4EU6cSLL/8rBhtt1PlWMBUrcuUZykde09jB5tuR4RCW1Hjx6lY8eOrF+//syxTp068dJLL6XqOlmzZqV///6UO+cDwRkzZtCzZ09fhQpLl8KGDUGVzf3zT8vnFC3qdSTh6+mnn2bWrFlnfh8VFcWQIUPIl8qpe1FRUXz66ac457QXSMmiGWzbX0yM9WQWCbhDh6zp73XXxWuPERPjsGpVZdq10xv7QLrqKnt/snJl4u9fqF3bki9qkyESEkJqrRwMRo609hgFC7J4MWzdGlRL97Dk9Vo5Xz547DErzDknDEmEEsz+NGoU5MzJxtKlEz09bBg0aQKFCgU4rnBVvToA7S5axObNtvtFREJb7969Wbx48ZnfFy5cmK+//jpN18qbNy/fnzcieOjQoXzwwQfpCfGsuK0Tbdv65nrpdPiwLZKuuMLrSMLXuHHjeOe8CXu9e/emSpUqabrepZdeyrXn9BJISYsMgDJl4M474euvYd26ND21SNqNGgUnTiRoj7Fp00UcPpxd7TECrEABG6i4enWlxO+QPTtUq6YEs0iICKm1stc2bYLFi89klOPaamqt7J1gWSv36WNzbp99Nk1PGzaUYPaXmBgYPhzatCE6U6YEp1evhiVL1FMuoEqWhDx5aJtpLJDMABMRCXq//PILP/74Y7xjffr0oWDBgmm+ZpMmTWjZsmW8Y4899hhLly5N8zXPGDUKatWCEiXSfy0fmDrVWp62auV1JOHr8ccfxz1nO01ERASPPPJIuq55//33n/l1SiuYwRbMkZHWk1kkoIYMgSJFoHHjeIdXrKhCVJSrQdgeaNcOtm4txqFDSQyJiRv0p+2AIkEt5NbKXovr7xtbDDJhAlSoYB2cxBvBslbOlQueegrGj4fJk9P19BmaEsz+MnMmbNuWoBojzu+/2636LweQ40CNGhRdM5169ZRgFgllp0+f5vnnn493LGvWrNxzzz3pvvYTTzwR7/enTp3ilVdeSd9F9+2DGTOCao/dhAm27fy8nI4EyJgxY1iwYEG8Y61bt+aidL6LadGiBWXKlAFSl2AuXhzuvRd++glWrEhXCCIpd/QojB5t7THOKchwXVi5sgqtWkHu3B7GF6bat7fbVauSaJNRvz7s3w+rVgUsJhFJnZBbKweDUaOgdGmoUoVTp2DKFBVieCnY1sq9e9t6+dln9flqUpRg9pchQyAq6uwK7TzDhlkhW+z3tQRK9eqwZAnt2rrMnAm7d3sdkIikxU8//cTatWvjHbv66qvTVZERp2XLlgl6eg0cOJDVq1en/aJjx0J0dNAlmC+7DLJl8zqS8PT6668nOHaNjz51vj72w+2UbvuL8+ST9v3wwgs+CUMkeWPHWpL5vIKMhQth7968XHedk8QDxZ+qV4cSJWJYtapi4neIG5I0f37gghKRVAm5tbLXTpyw8tR27cBx+PdfayenBLN3gm2tnC2bJZenT7fliySkBLM/uC4MHQpt2iRadrFpkxWyde7sQWzhrnp1OHCAdvV24Lo24EpEQk9iC47WrVv75NqRkZHxpmQDREdHJ+j/lSqjRlnjrvr10xmdb+zaZQkcLZq9sX79eqZOnZrg+OWXX+6T67c/58Pt1CycCxWCBx+EgQPhvIIREf8YPNia/jZrFu/wwIGQKZNLp04exRXmHAfat49g3bpynDiRyB2qVoXMmfVCIRLEQm6t7LWpU+0Dz3PaYzgOtGjhcVxhKljXynfcYUWiqmJOnBLM/jB3LmzYkGR7jEGD7LZr1wDGJCZ20F9d5lKkiO3KFJHQMnfuXFauXJng+BU+nMDRKpHM6+DBg4mOjk79xVzXKiJat463BdxLEyfarRLM3hgxYkSCY1myZKFSpSSGaqVSw4YNyZIlC5C6rX8Ajz4KefPCebtqRXzvxAkYORI6dbIG4LFc1xLMLVpoELaX2rWDEyei+PvvRE5GRVmSWQlmkaAUcmvlYDBqlPWOi80oT5hgO84LFPA2rHAVrGvlqCjb6Td37tm2t3KWEsz+MGSILZQ7dkz09MCBULu2NYyXAKtWDYCIpYtp0wbGjbN5jCISOkYn8slQ9uzZKV++vM+eo2rVqgmO7d69m9mzZ6f+YqtWwfbt0Lx5+gPzkQkTbINN3bpeRxKeZsyYkeBY1apViTwnyZYeWbNm5fjx47iuS7ZU9kDJmxceewxGjIB//vFJOCKJGzYMDh6EG26Id3jePFizBm68Ue0xvNSiBWTO7DJuXBJ3qFVLCWaRIBVya+VgMHq0vfBlz87RozZSS4UY3gnmtfLNN0OlSvDcc9YBUc5SgtnXXNe2+7VoAfnzJzi9fj3MmpVgLS2BkicPlCoFixbRurX1YF640OugRCQ1Zs6cmeBY+fLlcRzfJSMSWzQn9dzJmjLFbs/bAu6lCRMs3+2jNZqk0vxE+paWK1fOg0gS16ePVY4++6zXkUiG9tlncPHFcF5F3W+/2WvTtdd6FJcAkDMnNGzIhRPM27fDjh2BDEtEUiDk1speW7XKvmJnpUybBidPKsHspWBeK0dGwosvwtKlMGCA19EEFyWYfW3xYli9OskGywMH2q3aY3ioenVYvPjM+5kkF84iEpSWLl2a4JgvKzIA8uTJk+gQlCVLlqT+YlOmQJEiUDGJYUkBtn49rF2rRbOXNmzYkOBY7kRmNnglZ054+mn7IOKvv7yORjKkpUut3+U990DE2bcjce0xWrdOtE5DAqxNG4f5861vfwK1atmtKjVEgk7IrZW9FlfxfU7/5cyZwUftfiUNgn2t3KWL/Rh89lkSn1UQppRg9rUhQ2yhnMR0y4ED4dJLoWzZwIYl56heHVasoFiBk1xyiRLMIqHk9OnTbNmyJcHx/H7IRCS2iFm/fn3qLuK6xEyeDE2b2qSQIDBhgt0qweyNAwcOcPz48QTHg2nRDNC7t61VHn9c2//EDz7/3BoZ9uwZ7/Ds2TbGRDv9gkPcPLC4nxvx1Kxpt2qTIRJUQm6tHAxGj7aeBxdfDNhrXsOGkCOHx3GFqVBYK0dEwJtvWuHOp596HU3wUILZ14YMsY+6ChdOcGr1amsGrkWzx6pXh9On4b//aN0a/v4bjh3zOigRSYkDBw4kOjwkZ86cPn+uxK65Z8+e1F1k/XoitmwJuvYYRYvafCYJvCNHjiR63B/fw+mRJQu8+qoVJ/7yi9fRSIZy+DD8+KOV/5w3xe+33yzv3KmTR7FJPPXqWV/2RIsx8uWD0qWVYBYJMiG3Vvba0aMweTJcfTUAe/faLAAVYngnVNbKrVvDlVdCv36wb5/X0QQHJZh9afFi2/J3/fWJno5rj9GlSwBjkoSqV7fbxYtp3dq2NEyf7m1IIpIyx5L4NMgfC45cuXIlOHb06NHUXSTI+i+7LkycCC1bBk1BddiJSWKybFKLaS917WoJpmef1Qex4kP9+9twv9694x2OiYFBg+zNWt683oQm8WXKZD8vxo2znx8JaNCfSNAJubWy16ZPt4bLbdoAlmt2XSWYvRRKa+U33oD9++G117yOJDgowexL/fpZ48Ju3RI9PXAgNGpkM+bEQ5UqWWf2xYtp1sz6K6lNhkhoiIhI/MfWqVOnfP5ciV0zKioqdReZMoVjOXIETbnw8uU2j6llS68jCV9JTarev39/YANJgbjtf5s2wYcfeh2NZAiua8P9qlWDxo3jnZo5EzZv1pySYHPFFfYasGpVIidr1YL//rMKQBEJCiG3VvbaxImWG4htuDxpEmTPDvXrexxXGAultXLNmnDrrbZOTqRtdNhRgtlXFi60sosHH4QCBRKc3r27AAsXqj1GUIiKgsqVYfFicuSw9zdKMIuEhhxJNEPzxyfahw8fTnAsX758qbpGzOTJrL/oonhDrLw0Y4bdamiJd/LkyUOmTJkSHN+7d68H0SSvRQsbqv7qq7B7t9fRSMj791+YP9+ql8/bRvHbb9aapWNHj2KTRMX1YU50rVyrlpWeh+JQL5EMKtTWyp6bOBEaNLBCQWyt3LChpQzEG6G2Vu7Xz26ffdbbOIJBcLzjzQj69oU8eeDhhxM9vWBBLTJlUlVG0Khe3VqaYAvnJCdki0hQyZMnD9mzZ09wPLEFbnolthBP1YCUTZuIWL+e9aVL+zCq9Jk+HQoWhAoVvI4kfEVGRlKyZMkExxfH/kwKRm+8YW1zn3/e60gk1LmvvGJTk26+Od7xEyes13eHDhBEM3wEKFcOypS5QIIZ1CZDJIiE1FrZa/v3w5w5Z7b2HT5sdYPnbbCRAAu1tfJFF8FDD8HPP8M//3gdjbeUYPaFuXPh998tuZzIJ3YxMREsWlSHtm2hWLHAhyeJqF4dNm6EAwcuPCFbRIJO2bJlExzbuXOnT5/DdV12JfKpU/ny5VN+kdj+yxvKlPFRVOk3Y4YtmtV/2VuXXHJJgmNr165N9HsuGFxyCdx/P3z+uS15RNJkyBCc4cOtxOe8LPIff9hgpTvv9Cg2SZLjWDHGpEk2Izue0qWtwEYJZpGgEjJrZa9NnWq7MGIbLs+eDdHRcNllHsclIbdWfvppKFEC7r3XvofClRLMvvDCC5A/v7XHSMSqVRU4dCgHd9wR2LDkAs4Z9Fe37gUmZItI0Kldu3aCY//9959Pn2Pjxo2JDilp2LBhyi8yZQrHs2VjR+HCPows7XbvhpUrVZURDBo1apTo8RlxPUyC0IsvQuHCtnBOYvaKSNL27SPmvvvYXqwYPPJIgtPffGMVQFdc4UFskqzWrW0u4+zZ551wHA36EwlCIbNW9tqECZA1q/XE4GwruVD6I2RUobZWzpUL3n3XdsZ/8YXX0XhHCeb0+ucfGDUKHnssyT198+fXpkiRGNq2DXBskrRzEszJTsgWkaByeSINhNevX8/Jkyd99hwrVqxI9HhqE8wbLroIN8j6L6sqw3vt2rVL9Pgvv/wS4EhSLm9eeOstSzB9+63X0UjIeewx2LWLPzp0sOnK59iwwdZgPXtCIi0XJQi0bGm55CTbZCxaFN4lWyJBJmTWyl6bOBGaNLEBANha+ZJLbM0j3grFtXKXLvbz8plnwMcbBkJGcLzrDVVHj8J991lDy/vvT/Qu27bBqlUVue22iPPX0+KlUqXsA4Fz+jAnOSFbRIJKhw4dcM7r8RAdHc28efN89hyzZs1KcKxevXqUKlUqZRewF/+g6r88Y4blderW9ToSqV27NlWqVElw/I8//mC3Dyfpffjhh4wcOdJn17v5Znsf9uST1s5AJEUmToRvvmFGw4ZsS6RX3Hff2W3PngGOS1KsQAH72TF+fCIna9WCI0dgzZpAhyUiSQiJtbLXduywAaWx7TFiYmDmTBViBItQXCs7Dnz8sfXyfvJJn1wy5CjBnFauC3fcYTXw3313Zuro+X74wXowqz1GkHEcqFYNli4FzvT1Z/Jk70ISkZQpVqwYHTp0SHDcl4m0UaNGJTh22223pfwCf/8NwIYgSzDXqQPZsnkdiQA89dRTCY6dPHmSd9991yfX379/P8888wzXXXcd27Zt88k1HQc++cRm4iQSvkhCu3bBXXdB+fJMbt48wenoaFtGX3GFDZKT4NWiBcyaZfU18WjQn0jQCYm1stcmTbLb2ETA8uW2vlErueARimvlKlVsNNt339lw9XCjBHNavfoqDBgAr70G7dsnehfXtZ5yl1/uUqFCgOOT5FWtaglm1/59ihU7+3NGRILbE088keDY8OHDfXLtHTt2MGfOnHjHcufOTbdu3VJ+kWnTIEcO6zcaBE6ehH//1aI5mHTr1i3RQTjvvPMOq3ywnaZv374cPnyY7t27U8yH34c1atjIiS+/hL/+8tllJSPascOyklu3wvffczqRrXzjx9vMZQ33C34tWsCpU1bhF0/VqrY9RglmkaAS9Gtlr02caENK69QBzraS01o5eITqWvm552zD/G232QafcKIEc1r8/rtNwL75Znj88STvNnUqrF4Nd97pJHkf8dAll8CePbBrF45jC+fJk9WHWSQUNG7cmCZNmsQ7tnjxYqZMmZLua3/00UfEnDfF7LnnniNfvnwpv8jff0PDhsQESf/l+fPh+HFt+wsmmTJl4rXXXktw/OTJk9xxxx3p6pP4999/88knn5A5c+ZE32CmV79+VqHRs6daZUgStm+3hdW6dTarJIkXn2++sfYLnToFOD5Jtcsusx7ZCYoxoqKgalVcJZhFgkrQr5U9FjNhAjRrBpGRgFWbFioEieQzxSOhulbOmRN+/NE6Rz36qE8vHfSC451vqHBd+PlnYrp1Y0vJkvDVV7ZfNAlffWVtfjt3DmCMknJVq9rtsmUANG9u74dWrvQuJBFJuU8//ZSsWbPGO9avX790XfPgwYN8/PHH8Y5VrFiRPn36pPwiBw7YwKPzFvVeiqvKSGIgs3ikc+fO3HPPPQmO//3339x8880J3rylxJo1a+jatSunT5/mscceo3Llyr4INZ5s2eDnn22AyX33+fzyEuo2brRF1caNMHr02T5k59mxw2o2br75zHwlCWK5c1sf5kTbydWogbtwYaBDEpFkBO1a2WsbNhCxdm28n08zZlj18gXSO+KBUF0rN2sGjzwCn39uS6FwoQRzSu3bBzfdBLfcwuZCheh/ww1w3ov1udautQ4at98O2bMHME5JuUsusdvYPsxxrQHVJkMkNFSvXp3XX3893rEJEyYwbNiwNF/z8ccf58CBA2d+nyNHDgYPHkxUVFTKLzJzpk0KSWSCt1emT7f+psWLex2JnO+DDz6gTuz2zHMNGjSI6667jr2pKBGeP38+LVq0YPv27dSoUYPnnnvOl6HGU6cOvPiirXX69/fb00goOXoUXnrJytu3bIE//7R3WEl4913rwdy7dwBjlHRp0QJmz05ky2/16kRs3aotDSJBJmjXyl6bONFuYwf87doFq1apPUawCtW1cr9+NvbrjjvAh3MJg5oSzMnZvRu+/daaDg4ZAq++ync9enA4iaF+cV5/3XZbPPZYgOKU1Cte3MoxYiuYy5eHEiU06E8klPTp04euXbvGO3b77bezbt26VF+rf//+fPHFF2d+nylTJn788UeqV6+eugtNm2b7iBs0SHUM/uC6lmBWe4zglCVLFv78809q1KiR4Nwff/xBjRo1GDx48AUrNHbu3MmTTz5JgwYN2LRpE8WLF2fUqFEJqpZ87fHHrSr+3nthwwa/PpUEs927bZpN5crwwgvQtm2yuzh277aBkTfcAJUqBTBWSZfmza0Pc9yumDPiXr8WLw50SCKSjKBcK3tt4kSO5sp1puAs7jVNa+XgFKpr5axZbcffnj027zgNxdYhJzK5OziO8y3QHtjpum61RM53AvoBMcBp4EHXdafFnrsK+ADIBHztuu7r5z8+qERHw/r1sGKFLZBGj7Z35TEx1k5h2DCoVw+3b98LXmbDBvj+e7j7blWLBTXHsX/X2ASz49jC+a+/YnDdCG2PEQkBjuPw66+/kiNHDr777jvAJgK3bt2a4cOHUzWuFU4yvv/+e3qfU0aXNWtW+vfvzzXXXJP6oP7+28o7k/kgMlA2bLD2P6rKCF6FChVi2rRp9OjRI0FV0ZYtW+jSpQslS5bkqquuonr16uTPn58jR46wbds2pk2bxrRp0zhx4gQAl1xyCb///jslS5b0e9yRkfDTT7Ztvl07WzLlyeP3pw06YbVW3rvXBoysWgULFhAzfjwRcb13a9Wyb4gLVC3Hef99K3h+5hl/Biu+1qSJfX46eTK0bn3Oibjk0uLFKfr3F5HACcq1spdcl5jx41lTujTVY9/wz5hhs0rr1vU4NklSqK6Va9a04tNHHrHhf6+84ven9Jbruhf8ApoCdYAlSZzPCTixv64BrIj9dSZgDXAxEAUsBKom93yu61K3bl034Pr1c92sWV3Xir3sq0YN133+ededO9d1Y2LO3PWFF15wX3jhhSQv1bu362bO7LobNwYgbkmfO+5w3UKFzvz2q6/sn37ZMg9jEpFUi4mJcZ955hk3MjLSBVzAzZUrl/vtt9+60dHRST5ux44d7l133XXmMYB78cUXu9OmTUtbIMeP28+Shx5yXTf5nxeB8PPP9ro2f76nYUgK/fzzz27JkiXjfU+m5Ctz5sxunz593EOHDgU85gkTXDcy0nVbtXLdEycC/vQ+B8xxU7BedV1v1sqerJNjYly3RIl46+TTkZHuujJlbA09Y4brXuC11nXPvh7u3eu6uXK5bufOAYpdfKphQ9dt1Oi8gzEx7tEcOVz3rrs8iUlEkhc0a2WvLV/uuuD+0b79mUNNmthrm4SGUFsrx8TYj0ewfFNGkNRaOdkKZtd1pzqOU+YC5w+f89scsf94APWB1a7rrgVwHGcA0AlYltxzeqJWLZtUU6WKfVWuDPnzp/oymzfbROyePeGii3wfpvhY1ar2D7ZrFxQqRIsWdnjyZPs2EJHQ4DgOL7/8Ml27duXee+9l+vTpHDp0iNtvv53nn3+ejh07UqtWLQoWLMjp06fZuHEj06dPZ8yYMRw/fhyAqKgoevfuzSuvvEKOHDnSFsjcuXD8eFAN+Js504qpQ233Yrjq3r07nTt35pdffuH7779nxowZREdHJ3n/0qVLc9NNN3H33XdTtmzZAEZ6VsuW8PXXcNttcM891lksnHYBhcVa2XFsf2fOnFChAlSowKu//EJ0ZCR9n302VZf68EM4dAhS+TAJEs2bw9tvw+HD52zUcRy2FypE6YUL1X9RJEgFzVrZa7H9l9fFrplOnoR//9XQ4lASamtlx7G2YBs3Qq9eUKoUtGkT8DACItkEc0o4jnMt8BpQGGgXe7gEsOmcu20GkmxI6TjO3cDdAKVKlfJFWKnTvr19pdObb1pHjaee8kFM4n9xW4KWLYNmzbj4YsiT5yCTJuWid+8wencskkHUqFGDv//+m1GjRvHVV18xbtw4Nm/ezKeffprkYxzH4YknnqBPnz4UK1YsfQFMm2a3QZRg/vdf2/KXKZPXkUhKZcmShdtvv53bb7+dAwcO8O+//7Jq1Sr27dtHREQEefLkoXjx4tSpU4eLguTT7B49rMtY375QrJhtAQynJHNy0rtW9nydDNZf+RzRkal/G3HiRBY+/xyuuca2jUroadHCtvvOmBH/DfKOwoUpvWSJvRGKUJpZJFh5vlb22oQJHMiXj3358gGwdCmcOAH163scl6RKqK2VM2eGQYNsBnznzjB2rM0xyWh8kmB2XXcYMMxxnKZYj7krgMTeVriJHIu7xpfAlwD16tVL8n7BbNMm+OoruPVWKFPG62gkRWIb+8clmB0HSpdex8SJ1XFdR2+ORUKQ4zi0b9+e9u3bc/z4cebPn8+KFSvYvXs3AwcOZM6cOfHu77ouffv2JUuWLOl/8mnToGJFKFw4/dfygVOnYOFCVWWEsjx58nDFFVdwxRVXeB1Ksp5/3nZyvfYarF1rlczZs3sdVXBI71o5I6yTAWbObMj+/apeDmWNG1v/9UmTzkswFylCxOzZsG4dlCvnXYAikixP18peiomBSZNYW7r0mU/B5861U+q/HLpCZa2cKxeMGgVNm9puoC+/tAKNjMQnCeY4sVsEyzmOUxCrwjj3o4KSwFZfPl8wcV248077wF6L5hBSsqT9T192djdqmTLrWbSoJsuXny1wFpHQlDVrVho1akSj2I+IY2JiEiyaAVasWEHN9JbTxcRYgvnaa9N3HR9atsyqMrRolkBwHFssV6gATz4JK1fC77/bVkAx4bxW3rGjMNOmNaVrV70mhbKcOeHSS62d3Ll2FCliv1i0SAlmkRAS0LWy1xYuhH37WNu8+ZlDc+fagGK9bEkglCgBs2dD167WWm7hQuuCkIZNYUEp3fuXHMcp7zj28Y/jOHWwISV7gH+BCo7jlHUcJwq4ERie3ucLVl99BX/9Zd8cHrVAlLRwHMsiL1165lCZMusBq8yQVNq6FR591PZH16oFN90EL74IAwfaZPHYya0iXqlTp06ix//444/0X3z5cti3z/Y+BQlVZUigOQ48/jiMGAFr1kC9evDRR3D0qNeReUdrZetx+ccf15E/v8PHH3sdjaRXixbWfunwOd3FdxUujOs4lmAW/zl92krgrr/esmLVqtl+6+eeg19+sR/85/7DiKSSX9fKXpswAYD15yRs5s6FOnXU1ksCp0AB+PNP+N//4L33oFkza5nhhuz+tLOSzZM7jtMfaA4UdBxnM/ACkBnAdd3PgeuBWx3HOQUcA26InSp42nGc+4Gx2JTsb13XXZrIU4S8devg4YehVSvo3dvraCTVqlaF0aPP/DZv3n3kzXuAyZPzaFt5Sv33H7z/vu2HPn0aOna0ZPI//+D+9htO3KtlRIRNv4yKOvvY7NmhUCEoWNAGa57bty9nTjteqJA97rLL4j9WJJWaN29OoUKF2LVrV7zjH3/8MQ888AB58uRJ+8X//ttug6j/8ty5tkmjQgWvI5Fw064dzJplu7v69LHPGv/3P7j5Zmsjdn5P8JMn7XPImTPhn39gzhyYPx+yZfMk/FTRWjl5r7wC27YVZdgw+5Euoa15c3j1Vdu0c9VVduxU5szsK1CA/IsXexpbhuS6MG8e/PYb/PwzbNtm/5G6dLFB5YsXEzNsGBExMWcfU6RI/JK4HDlsnV2ggCWmM2WyNXdEBGTNauvx7Nlt3V27tn2dmeIo4cSva2WvTZwIlStzKFcuwFrJLVpk6xORQMqc2YYe16sHTz9tP0tr1bJavaZNrdL53LRITIy1oZs9++xauXp1+Pxzz/4IiUo2wey67k3JnH8DeCOJc6OB0YmdyyhiYqBnT/vH//ZbzbQISVWrwnffwZ49UKDAmT7MkyfX0pySC9m82Ra6/ftbFisqyv4zPPZYvD1Grz7zDAX27KFXs2ZW4bluHcRNeXVdOHLEFsfr18O+fWemFGeNirIKjFOnzj5nnjw2jPPaay17kTVrAP/AkhFkzpyZe+65h5dffjne8V27dtGrVy/69++f9ov//TcULRpUe+zmzrX3iHodEy9UrmwJqGnT4I03bABg3762qL74YutStXu3bX7Zvfts5UaxYjb4ZN++0Egwa618YXPmWIL5lltcrrlGJWIZQePG9v948uSzCWaA7YUKkV8VzL6zdSt8+ikMGGBbQiIj4eqr4fbboW3beEUXrzz3HPn27uX+Vq1gxQpbV8clnOPW23v2WHJ6xQoO7NuH47rkzpHDikKOHIm/1cRxoEoV6NDBmoRWqRLYP7t4xq9rZS+dOgVTp1pfglhxA/6000+8cuutcOONtgHlzTetEAMszVG+vN1u2wbbt59NoWTJYonpYCwgyiCdPrzz1lswZQp88416DIascwf9xW5tL116PQsX1mLZMtt5Juc4cgReegneecde5erVg3fftVfGRKYKn8qcme1Fi1q7jBR4vW9fAPr27WsL4oMHLfOwbBkMGwbDh9srcOHCNrns3nut2kIkhZ566il+/fVX1q5dG+/4gAEDKFCgAO+//z6RqW2E5bpWFdGsWdDssTt92vp6aWeNeK1JE/tasQJmzLDezKtWwZYttjmlQQP78VGliiWWL7ooaP4bSTrt22dvnooUgQ8+0D9qRpEjB9Svn0gf5sKFqTp1qq0Vc+TwJLYMYd06eOMN3O++wzl92rbJPvWUFVjkz5/oQ6IzZWJ3oUJw3XUpeor3zl1vx3Fdy2LMm2efDM2cCW+/DW+8QUy9ekTcdZclm0N90Jskyy9rZa/Nnm2vTS1bnmnlo1ZyEgzi6vR69IDp0y3tsXKlfZ08aZXKxYpZYUa9elCzZvBu6g6xV4Xg8tZbNsSmc2f7hpAQFTfJ75wEc9my6wFbOCvBfI4xY4jp3ZuIDRuseuLJJ/370ZnjWNVy3OSFDh0sazZxInzwAbzwAjGvvWYL3hdfhHz5/BeLZBjZs2dn1KhRNGvWjJ07d8Y798knnzBz5kwefPBBatSoQaZMmTh+/Dg7d+5k9erVtG3blvLlyye86LJl9qasdesA/SmSt2wZHD+uRbMEj8qV7UvCw86d0KaNFV6OGqUf0RlN8+bw+utw6JC1YoLYQX+uaz+ALr3U0/hC0qlT8MQT8OGHRDsO82vWpN6gQYEb8OM4lsVo186+AHbsgF9+Yfebb1L4nnusyOTJJ63/kXYSZlh+WSt7beJE+x5v3jxegjl37qDafChhLCLC0lFBNM4n1ZRgTgPXhcmTWzB1KtxwA/z0kyptQlqpUtZj7JxBf3nz7qd0aRv0d//9HsYWLFwXHngAPvqIvYULM/y227j9m2+8iSUy0t6xtmkDy5axoHt3an38MREDB1ojoy5d9B9SklW5cmVmzZpFjx49mDp1arxz8+bN49Zbb030cVWrVk180Tx+vN1ecYWvQ00zVWWIiFe2bLGXww0bbOBjEL00io+0aGGtT6ZNs64NEJtgBkveKMGcOrt3Q9eu9ubj7rt5P0cODuXOTT2vp8cXKQIPP8ynBw5w8bp13LpunTWsffXVszsYJUPy+VrZaxMmWN+4c3YBxA34Uys5Ed/Qf6VUOnECxo69iqlTm3H77bZTP3Nmr6OSdInrMbZsWbzDLVpY+5Nz52WEJde1KZYffQQPPMBnd9/NxtKlvY7KVK3K8E6d+Oquu2zPyA03WJXztm1eRyYhoEyZMkyZMoVJkyZx5513UrVqVXLlyoXjOERGRpInTx7Kly/PlVdeyRNPPMHQoUNp1KhR4hcbP94aZQXL/w1s0ZwzJ1Ss6HUkIhJO4jaEbdliU9HbtPE6IvGHRo3O9mGOsz9fPmuNoT7MqbN4sfUcmTEDfvgBvviCQ7lzex1VfI7D2osvth62kyZZL6ObbrK19549XkcnfuLTtbKXDh+2li+tWp05FB0dwcKFlmAWEd9QBXMKnToF338PL78MGzc25P77XT74wNGnXRlF1arw11/xDjVvbv/mS5da35uw5LrwzDPw/vvQpw+89x7RL77odVQJbCtWzEapfvQRPPusNfQcM+Zsf22RC2jevDnNmzdP+wVOnbJ32HFTGYKEBvyJSCCtXm2753/5BfLmtWIxFbFmXNmz23Jr0qSzx1zHsd5ySjCn3D//WHutXLmssqVBA68jurC4FgPTp9tEqr59Len87bdnS9klw0n3WtlrEyZYM9tzvkd37SqkAX8iPqa3nRewc6f1jOvbFypVgrvvtrZUY8fChx8quZyhXHKJVb3u23fmUNzP0HMXzmHn5ZfhtdfgnnssyRzMrSciI+Ghh2yv5unTcNllCafPiPjD7NlWGRFEe8DjBvxp0Swi/nL6dCa2bCnOp5/aLvnKlWHwYHjkERvoqORyxteihX2YefDgOQerV7eKXNf1LK6QsWKF9TouUgT+/Tf4k8vnioyEp5+2uAsVsj/HW2/p312C05gx9iHOZZedObRtW3FAa2URX1IFc6zff7evHTsssbxt29ld9o4DDRvCxx/bh17BnGOTNIqrdF2y5Myh0qVtpsbkyVa8G3b694fnn7fx759+Gjrf+LVr2xaoq6+GK6+0MvSbbvI6KsnIxo+3/x8tWngdyRnLl8OxY1o0i4jv3HsvbNpk6+SdO2HTpqeJjs4EQMGCNrPiySehaFGPA5WAad4c+vWDv/8+52CNGvD117B1K5Qo4VVowW/rVlunRkZa9VKo/l3VrAmzZsFtt8Hjj1vS/LPPICrK68hEjOvC6NG2U+Cc78utW4uRK5d/59WLhBslmGMtX26DRQsXtoVxjRq2w+vSS60vT86cXkcofhXXA2Px4niHmzeHP/6wPsxhVbG+ZIlNh27SxN4khNofvnRp27p3zTXQrRts3GiL3lBJkktoGT8e6tWLNzTEaxrwJyK+Nns2REfbWrlSJShRIhN169pauVQp/YgNR40aWb5m8mRrvQxYwhFgwYLQTZr62/79cNVVsHev/eWVK+d1ROmTLZsVplSqZJ84rFlj2xkKFvQ6MhHrd7lpE7zwQrzD27cXVys5ER9TgjnWU0/Zl4SpkiUhTx5LMMdNwMYSzN99Z4fj1ssZ3sGDcP31to1o4MDQnWKZL5/11b7tNiupWrfOtiFE6mVPfOjQIeuf+NhjXkcSz9y59mZfA/5ExFfmzPE6Agk22bLZLs/Jk61DAgC1atntggXnHJQzTp+Grl2t0nfUqIzzSXBEhDVhr1QJ7riDmFq1iBg0yD6FEPHS6NF2e07/5ZiYCHbsKEqXLh7FJJJB6fMaEbCymxo1EgwlievDHDatfF0Xeva0yoOBA63peCjLksWmDT35JHzxBXTqdF6jQJF0mjLF3iwGUf9lODvgL1MmryMREZGMrHlzmDcPjh/PYgdy57aK3PnzPY0raD31FIwbB59/blv2M5ru3WHGDA4eO4bbtCl88IH6Mou3Ro+2D76KFz9zaNeuQpw6FZlhPt8RCRZKMIvEqV7dWkOcswgqVQouvjiMBv29+y4MHWpToZs29Toa34iIsEGFX3wBY8cSU62aLexFfGH8eMiaFRo39jqSM6KjrXCsXj2vIxERkYyueXNrJbdxY+mzB2vXVoI5Mb/+Cm+/DffdB7ff7nU0/lOnDp/feSf/lSsHDz5oLes2b/Y6KglHBw7YAPi2beMd3rrViqiUYBbxLSWYReJUrw4HD5LnwIF4h1u0sCLF6GiP4gqUf/6xSt/rroOHHvI6Gt+7+26YNo29x49Dmzb2e1UzS3qNHw+XX25J5iCxapUN+Ktd2+tIREQko2vUyDaMrVtX5uzB2rVh7VpL7oiZP5+YO+6wNcN773kdjd8dz5aNATfcAO+8Y4UdVapYIcvp016HJuFk3Dh7E39OewyA7duLki1bjFrJifiYEswicWIH/RXZuTPe4WbNbBbHkiUexBQo+/bBjTdaL+pvvsm4k3oaNuTzu+9mWuPG9uesVs36NIukxbZtNjgkyNpjxM0qjZtdKiIi4i9Zs1of5k2bypw9GPcJ54IFXoQUfHbvJqZTJw5nyQKDBoXufJPUchx4+GFbKzVrBo88YturZs70OjIJF6NHQ9689iJ1jp07i3DJJRrwJ+Jr+i8lEqdaNQCK7NgR73CzZnY7ZUqgAwoQ18W94w7YsgUGDLAfwhnY6chIxrduDTNm2BS0K69UNbOkTVxz9pYtPQ3jfIsXW+/lKlW8jkRERMJB06awdWtRTpyI7cMcl2BWm4wzQ/1itm1jQNeu8YaJh42yZWHECGvDt2ePtRW75x7Yu9fryCQji4mBMWPsvd45Q95dF3btKkrNmkqFifia/leJxMmTB0qXpvB5FcylSkHp0jB1qkdx+dunn+IMGwavvw4NGngdTeA0aGBvfB57zKqZq1e3NiEiKTVpkr1uBFkvisWLoUKFoOraISIiGVjTpuC6EWzadJEdKFrUvlTBbOvMSZMY0b49W88ZMhZ2HAeuvRaWL4dHH7W1d+XK8NtvXkcmGdWCBbB9e4L+yzt2wJEj2bTTT8QPlGAWOVf16hTdtSvB4WbNLMGc4YYgz5+P+/DDrKxQIWP2XU5O1qw20HD6dPtku3lz+Plnr6OSUDF5sr2rzpTJ60jiWbRI7TFERCRwGjWCyEiXDRvOGfRXq5YqmH/6Cd5/H/r0YWHNml5HExxy5oS33oJ586BcOWvR97//wcmTXkcmGc3YsXZ75ZXxDquVnIj/KMEscq7q1SmwezeZzhtA0bQp7NoFK1Z4FJc/HDwIXbpwOFs2fr/mmvBuQtWwIcyebe+QbrkFnnrKtlWJJGXLFpum17y515HEc/iwzVXSollERAIlRw6oW9dlw4YyZw/Wrg3LlsGJE57F5am5c60FW/Pm8PbbXkcTfGrUsOqdRx6Bjz8m5vLLYdMmr6OSjGT8eKhZM0FbGiWYRfwnjDNKIomoUYOI6GgK7t4d73DTpnabYdpkuK4tetevZ9B113E0e3avI/JegQL2Sffdd1u7kI4d4bzvA5Ez4vovt2jhaRjnW7rUbrVoFhGRQGrWLIKtW4tz9Gjsgdq1rf9whp6SnYSdO60dROHCMHBg+Az1S63MmS35PmgQpxctIqZ2bevVLJJeR4/CtGmJDuJevBgKF46hUCEP4hLJ4JRgFjlXbFamyHl9mMuXh2LFMlCC+csvredZv35sLFXK62iCR1QUfP45fPwxjBtn2zsz7HRHSZdJk2wgZo0aXkcSj6oyRETEC82aQXR0JmbNij0QroP+Tp2Crl1t6+OwYSiLlQKdO/PFHXewK3NmK/Do1QuOHPE6Kgll06db25UkEszVqzseBCWS8SnBLHKuihVxM2em8I4d8Q47jlUxT5mSAfowL1wIDzxg/aieeMLraIKP48B999nAv+zZcVu2hGeftb+3Y8e8jk6CxeTJ9m46yPovL15sW5XLlvU6EhERCSeXXQaO4579XP7iiyFXrvAb9PfII/aG4euvoU4dr6MJGXsKFuTLO+6wAYBffAF168IPP8C//1pbP5HUGD/eKuQvvzze4eho2+1Xo4YSzCL+oASzyLkyZ8atXDlBBTNYgnnLFli3zoO4fOXYMejWDfLnhx9/DO++y8mpXRvmzWNh9erwyitWzZwjhw0kuflmGDJE1RXhatMmWLMm6PovgyWYL7lE/7VFRCSw8uSBmjXds7v9IiLCb9Df99/DRx/Bww9D9+5eRxNyoiMjbQDghAm2xr7tNqhf3765SpeGO++09feBA16HKsFu/Hho3Njeu51jzRo4flw7/UT8JdLrAESCTUTNmhRNpP9Xs2Z2O3WqFWWEpCeesIErY8daXzi5sJw5+f2aa5h+2WXc17QpLF9uf39//gm//AJZs9rWq5o1oUoV+6peXb32Mrog7b/supZg7tTJ60hERCQcNW8eweef2870qCjsw/pvvrGywSDb8eNzCxdaa4dWreCNN7yOJrS1bGkTi9essQnrK1bAnDkweLB9P0VGElOlChFVq0LVqlYpfuWVWn+L2b3bPth66aUEp9RKTsS/lGAWOV/16uT6+WfYtw/y5TtzuEoVmwM3ZYp9oB5y/vzTqioeeADatPE6mpCyq1AhuOGGswdOn7bBEUOHwl9/wZgx9uYJiKlYkYivv06wJUsykEmTbBdAkK1Od+ywNXWQhSUiImGiaVN4/33ranDZZVgF85EjsHo1VKrkcXR+dPiw9V0uUAD694dIvcVOt8yZoXJl+4pz6pS1sBs7ltUDB1J4/HjyDhxon7AXKQK33w533aU+YeFu0iT7nkii/3JEhH0uISK+p020IueLy87EfcQZKyLCcoYhOehv1y7o2dP2zr/2mtfRhL7ISGuP8OGHVlVx5IhNSf/xRw7u2mXvsHr10ha+DCpm0iTb0hBkfSjiXrKCbO6giIiEibjP1s+slcNh0J/rQu/elkT/9VcN9fOnuJ66L7/Mr9268f7999safORIa6XxxhvWyu6xx84UfkgYGj8ecueGevUSnFq8GMqXh+zZPYhLJAwE17tjkWAQl2BetCjBqWbNbMfW5s0Bjik9XBfuuQf27rW2DtmyeR1Rkk6eDNEhilmyWPL+llv4pFcvZjRsCF99ZcdWrfI6OvGlDRuIWL8+6NpjgLb9iYiItwoWtKXPmQRz1aqWFMzICeYffoCff4YXXjjbT89PTp2yYumQXCv7S7Zs0K4dDB8O69dbn+a334brr9eslHA1fryt0xPZSbB4sdbJIv6kBLPI+UqUICZv3kQTzE2b2m1IVTEPGQLDhkG/ftYrOIi4rv01v/SStU/LkgVeffU53nvvMS65BO64A6ZPD62F9KmoKP668krbwnfihPWE27bN67DEV+L6LwfhgL9Fi6BoUXuDLyIi4oWmTa2L2OnTWCPmmjWtZ0ZGtHw53HefJbOeecYvT3HwIPz2G9x0k/18z5XL1stFithf7UsvwYYNfnnq0HPRRfDll7bDcMQIq3bessXrqCSQ1q61r0TaYxw9ahsNlGAW8R8lmEXO5zg4derAvHkJTtWsaTtuQibBvH8//O9/tkXx4Ye9jiaeVatsN1vNmtC3r21VevZZePjhTNxwQw4qVICBA6FJE2u/9vbbcOyY11GnwqWXwujRsHMnXH212mVkFFOmcCxHDivRCjKqyhAREa81bWpVtgsWxB5o0MASzBmtZcGpU8R0724L2F9+8fkQQ9eF2bMvpUgRuPFGmDDB2jy/8QY88ghce62Ng+jb11oO//TTraxeXd6nMYSs//3PEsyrVlkz8J07vY5IAmXCBLtNJMG8bJn9v9JaWcR/NIFAJBFOvXrw3ntWgZoly5njmTJZwjNkEsxPPWWLqpEjg2rgyIABNoMjKgo++8wWyUWKJLzf4cM2MPrbb62d2mef2ZzCtm0DH3OaXHqpDQJs1w46dbJBi1mzeh2VpEPM7NlsKl6cikHWfzk62hbO997rdSQiIhLOzt3tV68elmD+5BOr9q1WzdPYfOq114iYP98WqsWK+fTS+/fDoEFdWb68Km3b2nK+UaPEc9jr11uXjm++KcMvv1zM0aM2aLFUKZ+GFHratoWJE+0b8sYbbSh3EL0XEj8ZPx5KlEh0qKhayYn4X3C9QxYJFnXrWqOzJUsSnGra1NbIQf9h+LRp8Pnn8OCD9ucJAidOWDvom26yyuUFC2wWXmLJZYCcOeG22+xNyvjx1savXTtLSIfMjrc2bWzlP2UK3H+/19FIehw5grN8OVt9/EbSF1avhuPHtWgWERFvFS9uQ7SmTIk9UL++3c6a5VlMPjd/Pm6/fiyuVs16/fr20tSpA6tWVeGtt6wQt0mTpAuky5Sx9s+rV0fw2mswdixUqWKVzqdP+zS00HPppfZeaNIk3Cef9Doa8TfXtVZ2LVuC4yQ4vXixtey++OLAhyYSLpRgFklMXEJ27twEp+IqM/7+O4DxpNaJE3D33Va+8OKLXkcD2M/8Xr2sNdqTT8KkSdYqLaVatYKFC+HVV23xXLMmjBnjv3h9qls3+0N/800IBS0JLFyIExPD1uLFvY4kAVVliIhIsGja1NbJMTFAhQqQN2/GSTCfPAk9enA0WzZG+3hL3bp10Lq1JYanTnV49FFI6YapqChbai5fbuM/nnzSugRs3erTEENPjx5w330477xjvfck49qwwSrAGjVK9PTixdbhzsfdbETkHEowiyTm4ottMZxIgrluXWu3FtRtMt5+21aYn35qZcBB4N134fvvrVfca69ZNXJqZcli2wTnz7cKmbZtYfz4VsTEhMBLWd++tqq5807Yt8/raCQt5swBYFsQJpiXLLE3oVWreh2JiIiEu2bNbKmzdCn2w6l+/YyTYH7pJVi8mD/at+dYtmw+u+zBg9ChgyXlJ0xIMkeWrFKlrDvbDz9Y6+tataw7RFh79102XXQRMT17Jro7VTKIuNeYBg0SPa1ZJSL+FwJZGREPOI5lkhNJMEdF2aLvzNa/YLN+PTEvv2xb9tq18zoaAFatqsBjj0HnzvDcc+m/XqVKtoa4+26YPv1yfvzxNrZtS/91/SpLFlvt79gBDz3kdTSSFnPmcDh3bg7lyuV1JAksW2ZDfnz4XldERCRN4nb7nVkrN2hgib3Dhz2LySfmz4fXX4cePVhZsaLPLhsdDd27w4oVMGiQFX2n16232ufihQvDVVdZnUNMTPqvG5KiohjYpQtHM2WC666zJteS8cyebbNuEski791rb8GCcEa3SIaiBLNIUurWhUWLrN3EeZo2tVPBWIjq9ulDtOvakMIgsGtXIYYO7UKtWlbB7KvZaNmywRdf2ODunTtLUq8e/POPb67tN3XrWgn2Dz/Y4EUJLXPmsKVoUa+jSNTy5dZzUURExGulS1sbtDO7/Ro0sOxmIoUbIeP0aZtQXbCgz9fYzzxjy8IPP7SWcL5SpYrl3Hr0sI5511wDBw747vqh5FCuXAy8/nrrQ3LrrWGcbc+43H/+sQbmiWyTXbHCbitXDnBQImFGCWaRpFxg0F+zZtZTePp0D+K6kJEjcUaMYPLll6euwbGfnDoFgwd3JXfuSP74A3Lk8P1zdOsG//wTQZYs9u/y9de+fw6feu45qFHD3qSEfWO8EHLoEKxYEZT9l6OjYeVKJZhFRCQ4OI6tyaZOtfVyhhj098EHliD/6CPIl89nl50wwQby9eoF997rs8uekT07fPstfPyxjQFp0OBssi3cbCxd2nr2jRgBr7zidTjiS6dO4c6dm2R7jOXL7VZrZRH/UoJZJCn16tltItUW9etbq4ygapNx7Bj06cPuwoX5p2FDr6MB4JNPYOfOQnz5ZYRf8901atg2wObNLW/bu7fNYAlKUVFWdn34MHTqBEePeh2RpMSCBeC6bC1WzOtIEli3zr7ftWgWEZFg0bSpbUlfuRIoVMjmm4RqgnntWisQ6NDB+r35yMmTcP/9UK6cfzceOg7cd58ls/futfcx//1XyX9PGMzuvx9uvhleeAFGj/Y6GvGVxYuJOHEiyQTzihXWPaN06QDHJRJmlGAWSUrZslahkEiCOVs2+/kVVIP+Xn8d1q1j5NVXEx0E43G3b7e125VXunTs6P/ny5/f1omPPw6ffw4tW1oMQalaNUsyz52L27NnbHmPBLUgHvAXV5WhbX8iIhIs4vowx2uTEYoJZte18uLISBue7Tg+u/RHH1ni6/33Lfnlb02b2tuaSpVgwICbmDy5efh1inAc67FXowbcdJNNfpPQF/faErdb4jzLl0PFihAEb5FFMjQlmEWS4jjWxyk2sXS+uEVaUMwr2b8f3nkHbriB9WXKeB0NAE8+aUXVH37o+HItfkGZMtk2wwEDbA5L3bpB3Je5Y0d4/XWcgQNtIrkEtzlzoGRJDufM6XUkCWjbn4iIBJuKFaFIkfMSzFu22FcoGTQIxo2D116DkiV9dtlt26wvcrt20L69zy6brLje2D16uEyZ0pxrrw3DvszZs8Pw4ZAzJ1x9NWze7HVEkl6zZ3M0Z05I4n2wZpWIBIYSzCIXUreufbKdxKC/6GiYMcODuM733Xdw5Ag88YTXkQAwc6bNsXv4YXuDEWg33GAxZMkCl19uxd3R0YGPI1mPPcaCmjVttPfgwV5HIxcyZ469HgShFSugaFHIm9frSERERIzj2Fp5ypTYjVpxW9dDqYrZdS2xXLmy9V/zoSeesLcX77/v08umSLZs8N13Dh9+CKNGQe3aQThXxt9KlbKtjwcPWpI57LLsGUvMzJlsKl480R0Gx49bOzklmEX8TwlmkQupVy/JQX+NG1vFrOdtMmJirNnxZZfZCtFj0dHW3qx4cXj2We/iqFHDKsyvvRaeespaZmzc6F08iXIcRrRvz+aLLoLbb4dVq7yOSBJz8KA1kYzryx5kli9XewwREQk+TZvCpk2wYQNQqxZkzhxaCeaJE20Gw6OPQoTv3jZPnw4//WSXLV/eZ5dNFceB//3v7PuYpk3h+eftbU/YqFkThg61T+qvvTbRgiIJAQcO4KxcyZYSJRI9vXKlfVaktbKI/ynBLHIhcRWLifRhzpnTTnueYB4zBtassVViEBg8GObNg7fesr8jL+XLB7/9Bt9/bzHVqAGzZ9cnOjp4GnBFR0Yy6Prr7U1Xly7WV0SCy7x5dhuECWbX1bY/EREJTvH6MGfNaknmUEowv/WW9fno3t2nl336aShRwm691rix5dBvuQX69YNGjeDvv72OKoCuuAK+/RYmTYKePQm/ptQZwL//4rgum5NIMKuVnEjgKMEsciFxg/4u0Id51izX25zghx9aufB113kYhHFdePNNa4tx441eR2McB3r0gIULraX2mDFt+eyz+xk0KHhm6x3Ik8dKWRYuhAce8DocOV/c//8gbJGxY4ft6tSiWUREgk21araMnjIl9kCDBvYzNSj7lp1n0SIYOxb69PHpBL5Zsyzh/sgjkCOHzy6bLrlzWzHGwIHWG7ppU+jU6WxiLsO75RZ49VXo39+2PUpoif3QausFEsyO403bRpFwowSzyIU4jiWVEqlgBmjWDE6edJg9O8BxxfnvP/jrL5tunTmzR0GcNWmSFXv6eCehT1x8MUyYYL3mihbNQ9euVkjz4Yewe7fX0QFt29qi9quvLNkswWPOHOvVV6iQ15EkoKoMEREJVhERNgvjzG6/hg1tZkgireeCzjvvWAa4Vy+fXvatt2xmwp13+vSyPtGli3Vre+UVW9NXqwbXXAN//AHR0UG2sPe1J5+0f+s334SPP/Y6GkmN2bPZU7Agx5P4IGjFCqsZ8+HnRCKShAz+k0LEBy4w6O+yy8BxXO/aZHz8MURFwd13exRAfHE7CW+5xetIEuc4lsdduDCC776DyEgrGI4rAP/hB9i61cMAX3rJykbuuMP6agdLiXW4mzMnKNtjwNkEs/rKiYhIMGraFFavjl1fNW5sB4NiQvYFbN4Mv/5q67H8+X122b178zN0qM0LzJXLZ5f1qezZrXXH2rXw2GPwzz+WZH7//UcYM+ZqRo2Cw4e9jtIPHMfeV3XsaFXrAwd6HZGkhOvCrFlsSqJ6GdRKTiSQlGAWSc6ll9rEi4ULE5zKlw+KFdt9dutfIB08aPvZuna1rK7HFi2CP/+0VtDB/glxpkxw221WmL5woQ0lnDHDjpUoYRUbffrYTrn9+/MGLs8bGQnDhkGbNhZU9+4ZdBUfQvbtsx7nQdgeA6wqI1cu+74VEREJNs2a2e3UqUCZMlC0aPAnmD/80HrxPvigTy87c2YjMmcOmrEpF1SwILz+ug1pHDEC2rTJzsKF9Wnf3nLuzZvDc8/B6NGwd6/X0fpIpky2+G/QAG64AbdbN+sZIsFr40bYsSPJAX/R0bbhVwlmkcCI9DoAkaDXoIHdzpoF9esnOF2y5BpmzCjIyZMOUVEBjOvLLy352KdPAJ80aW+/bTsJe/f2OpLUqVED3n3X4l+0CMaNs64j33wDH30E8CC5ch1m8WIbfNKokeUas2XzU0D588Pw4fDGG/DsszZ5pV8/uPpqKys5V3S0VddPnQrTplkytGRJuOgi6wlyww1+DDRMzJ9vt0FcwVy5shXeiIiIBJtatWzo89SpcOONjlUxB3OCeedO+Owz6xdRtqzPLnvkSHYWLqzNrbdCsWI+u6zfZc4M7dtD+/YOx4/bcnPcOBg/Hl577Ww77UqVzq6TGzWCmJgIIiJCcGBe9uwwcSKTr76aywcNItOoUbbD8OaboUCBhPc/eNDKvKdPx50xA+fECSv8KVIEypWD22+HPHkC/+cIF7H9l5NKMG/YYJuQtdNPJDCUYBZJTsmS1kNh1qxESw5Kl97A7NkNmTfPWssFxNGj1o+idWursPbYpk32gf999/l0J2FARUTYm6BatWxL4OnTlnCeORNmzszBzJlWXAxW4FC1qg0NrFvXbmvWtDdQPgvmqafsG+qWW6BzZ8ved+xo5dUrV1pmcdmysxXOpUrZO5Zx46zaIibGktQ//RS0ydGQENd/vU4db+NIwvLl0KqV11GIiIgkLjLSWsqdaSfXuDEMHWpTaoNgB14CL78Mx47Biy/69LKzZ9fn1KlIHn3Up5cNqKxZ4Yor7AtsCTpnjq2VZ8ywSufvv7dzmTM/TdGi29i9++xauWrVoBgZk7xs2ZjcvDmLqlenz8qVVsn+4IO2Bm/a1Bb8y5bZ17p14LrEOA67ihShSMWKVvwxfjzs32/DA59/Hu65h8BWIoWJWbMgSxZ2JPFaolklIoGlBLNISjRoYJ9OJ6J06Y2ATcgOWIL588+twuKFFwL0hBf24YfWAuuhh7yOxHciI20xXKcO3HeflYfu2GHfBnPmWN5xzBjr2wxWQVq5MkRGXkexYluZMgVq17bJ3GnWogWsX2/fXAMHwpAh0L8/h/PkIWe9etbTo2FDm6BTqtTZx50+bRMN77wTt1EjnOeft4R1pF7yU23ePPu7LVjQ60gSOHQItmxRVYaI1xzH+RZoD+x0XbdaIue7A0/E/vYw0Nt13YWx5x4C7gRcYDHQ03Xd4wEJXCRAmjWzvr67d0PBuD7MM2dac99gsmaNrbHvuMNKcn3k2DGYO7cBHTq4VK6ccbYc5cxprTKaN7ffu6712/7nH5g3L5I5c0ryww82VgQgSxbbORiXcK5bF6pXD96k894CBaz/3z//2NTDKVNs4X/ypH1/1KsHPXpAw4a8MWkSJ7JkoW/fvmcvMG+eVa306WNvlr7++mzPGPGN2bOhTh2iM2VK9LRmlYgEVrLZBi2aRbAE87BhsSvj+ImmHDmOULToXqZOzc8TTyTxeF86etQmHLdqZSUhHjt50qoVrrkGSpf2Ohr/KlIEOnWyL7CF9Nattn6cN8+SznPnVmPx4hr89ZcVIjdqBFddZR0uate2Y6kSGWn/1q1awSef8Opzz3Hy/AVsYo+58kpYtIjFzZpR4/nnbU/jiBGqnkitefOCtnp5xQq7VVWGiOe+Bz4Gfkzi/Dqgmeu6+xzHuRr4EmjgOE4JoA9Q1XXdY47jDARujL2eSIbRtKnd/v03XNu2jq1FZswIugSz+9xzOJkzw4XWWGnw++9w5Eg2X7d0DjqOAxUq2JcN/HaIiYFVq2yNHLdW/vVXy+ODzZG44go4daou5cuv8jL8xDnO2b4fTz9tRRyQoGjjRGJtX+rUsUrmMWOsAvrKK+2b4aqr/B52WDh1yr6h7rknybusWAGFC4fuDluRUJOSVMf3wIVeBeMWzTWAftiimXMWzfViE9OZsEWzSOiJ68M8e3aip0uUWMu0aWf7kPnVl19aKW2QVC+PHm1599tv9zqSwHMcG67WoYP9cwwfDlu2RLB9u/29PPUUHD9uQ1Dq1bNE4IcfwoEDaXzCyEhOZsmS8vvny8fQ665jRPv21lj6rrsI3MTCDODgQWtHEqQD/rTtTyQ4uK47FUhyzJXrujNc190X+9t/gJLnnI4EsjmOEwlkB7b6LVARj9SrZ+0Vpk7Fyljr1cOdPt3rsOKbNw+nf3/bjufjJsnffw+lSsWcqfQNJxERVuzbrZvNO5k0yUaGrFoFAwbATTfZzsCRIzvw/vsP07atraFjgrV9c2Rk6nYEOg60bWsV+1WrWpXKiBH+iy+cLFli2wMSmZEUZ/lyrZNFAinZBLMWzSLYyjgi4swggfOVLr2Bgwdh4UI/x3HsmPXVbdHC2iIEgR9+sIHgbdp4HUnwKFLEKpZfftkWzdu3w7ff2qfnDzxgSen//Q927QpMPHPr1rUBJT/+GDQfTISEBQvsNkgrmJcvt22lF1/sdSQikgp3AGMAXNfdArwNbAS2AQdc1/3Lw9hE/CJLFisAnTIl9kDjxlZ5eOKEp3Gdy33iCY7lyGEtDXxoyxYrYu3RIyL1u9gyqIgIKF/eZlF/8YUNYlu61ArHFyyAdu2gYkXrKBGQ4p1AKFDA2tfVrAnXXWdt7yR94t6XxxWCncd1lWAWCTRf/5hL86LZcZy7HceZ4zjOnF2ByrqIpFTOnHDJJRdMMMM5A0z85csvLVsZJEnCXbtg5EgbrKz2vkkrUgR69rTihX//tZl9n39ui+fZsy8lJiYA/fiefdZ6CvbrB9984//nywjiBvwFaQXzihX2Bi1YexeKSHyO47TA1spPxP4+H9AJKAsUB3I4jnNzEo/VOllCWtOmljw8cABo3BjnxAmYP9/rsMzEiTjjxzOlSRPIk8enl/7pJ6vG7dHDp5fNUBzHintfeMGSzb/9BoUK2ca7hg2TfPsVevLls2Hc9evj3nhjAN44ZnCzZlnryrJlEz29a5dVyyvBLBI4Pkswp2fRDOC67peu69ZzXbdeoUKFfBWWiO80aGAtMhJpMZA790EuvtjP64ToaHjnHRsOESQDIn791VqRadGccvXq2VbJhQutMHbMmHZ8/fU9/n+P5Tjw2WfW/+2eeyDYtqYGo3nzoHjx4Jxyj6oyREKJ4zg1gK+BTq7r7ok9fAWwznXdXa7rngKGAo0Te7zWyRLqmja1JfT06Vg5M1gf5mDw5pscyZWLOfXq+fSyrmtrvssvh3LlfHrpDCtzZuja1b41fvnFKsAbNrRk8+HDXkfnA3nywOjR7M2bl5jOnWHzZq8jCl2zZ9v7cyfxQh0N+BMJPJ8kmNO7aBYJCQ0anG0aloimTS3B7LeeYSNHwqZNBNOEkO+/t4RptQTjPyU5VavalsmBAwEK07ixtRvxq8yZ7QlLlYJbb4VDh/z8hCFu7tygrV4+dcqG3WvRLBL8HMcpha2Db3Fdd+U5pzYCDR3Hye44jgO0ApZ7EaOIvzVsaMuQKVOAokXZnz8/bjAkmBctgrFj+efSSznt4+14s2bBf//Bbbf59LJhwXGsb/N//8Gjj1qruYYNk3wbFlry5KF/166cPngQrr/eBrZI6hw8aBnkJNpjwNlh2ForiwROuhPMWjRL2Ij7AZbEPq1mzWDPnrOflvrcp59CyZLQvr2fniB1Fi60rY5aNKed40CXLrBgQQSNGtnf5f33w8mTfnzS3LmtF/O6dfDww358ohB35IitTIO0//K6dbZ7oFIlryMREcdx+gMzgUqO42x2HOcOx3F6OY7TK/YuzwMFgE8dx1ngOM4cANd1ZwGDgXnA/9u77zip6uv/46/PLmXpTUCaCAICdkTAwgLSixAFEUQES5RfNDExxRiTb2KMqWqKMfaKiqCgWEAFRASlg8pSpC5deu/s3t8fZ1dRtszO3jv3zvJ+Ph48Bmbu3PtxnIUzZ87nnEVYXP5U4v8LRIJXvjxccsm3u/3W1q+PN2NG+MOHH3kEKlTwvXoZrBCjfHmL9SQ+lSrBP/4BH3xgXQJbty4ZM/K216zJm/36WRXuHXeE/3OQbObOtdesgAF/y5dDuXL28VlEEqPQBLOCZpEcLVtaL+Z8Eszp6XYbSJuMFSvgww/httsi0+z4xRehTBkYNCjslSS/WrXsf+8vfgGPPQadO+f0KAzKFVfAPffY9JS33w7wQkns888tcI1oBfPynK9zmzULdx0iAp7nDfY8r47neaU9z6vved6znuc94XneEzmP3+p5XjXP8y7M+dX6hOf+3vO85p7nnet53lDP86Iz9UzEZ+npNvz4wAFYX78+KVu2WNPdsGzcaP3ebrmFQ+XK+XrqQ4fgtddsnlulSr6e+pTUpYu9d5o0gb594dNPk39j9NIWLeC++6w8W/NRiib383ghCeamTdFwTZEEKvTHTUGzSI7UVPvaPJ8Ec6NGUK/eCROy/fTEE5ZYvvXWAE5edFlZKbz8sgV4NWqEvZqSoVQpq9AYNQpmzYJu3WD37gAveP/9Nsn61lth69YAL5SkFiyw24hWMCvBLCIiyaZDB9t9M3MmrG/QwO4Ms03Gf/5jM04CaD83frwVC2inn3/OPBNmzLAezZMnd+OTT9qHvaTiu/9+uPJK+NnPIDMz7NUkj9mzLQiuVi3fQ5YvV5wskmj6PkekKNq2td4QefTKcs4C508+8XmX08GDZD/3nJVA1Knj44njt2ZNI7Ztg6FDw15JyTNoEIwda4PVu3SBnTsDulCZMvDyy9bD7M47A7pIEluwwIb71a0b9krytHy5fblTvXrYKxEREYnNZZdZNeEnn8DWWrU4kpYGH38czmL27rUCjgEDrErEZ6+9ZoUnnTr5fupTWrlyNvxvyBCPqVM788c/hr2iYkpNtQpm5+CmmwIc5lOCeJ4lmAvov3zsGKxerQSzSKIpwSxSFG3b2r9YCxfm+XB6OmzeDCtX+njN0aNJ2b0bfvQjH09aPEuXtqRiRauyFf/17QtvvgmLFgWcZD73XNua9/rrMHVqQBdJUvPnW/VyPpOpw6aqDBERSTaVK8NFF+UUY6SksLJxY3jvvXD6zz77rCWZf/EL30+9f7/1DO7fX9vzg1CqFLz4ouPGGz1+/3v4/e/DXlExNWwI//ynfdny2GNhryb61q+HLVsKbI+RmWm7JRQriySW/skTKYrcb0pnzcrz4Q4d7NbPPszZjz3Gtlq1vm3yHLLsbMfy5S3o0wfS0sJeTcnVu7dtr1yyBPr1C3DA9C9+YXsO77rLIjGxxolLlkS2/zIowSwiIsmpQwcLo48fT2V506awaZPNPUikrCxrj9G+vU0e9NmECRa3XXON76eWHFb467j5ZvjjH20WelK7+Wbo1ctmpKxYEfZqoi23XWUBFcxqJScSDiWYRYqibl1o3BimTMnz4bPPhpo1fUwwz5tHyvz5zLn44shUUq5bdwb795enf/+wV1Ly9egBI0dav7nAds2VKwcPPWTl0k9pDisAX35pHz4j2n95/36bS6SgWUREkk16Ohw5Ahs31mNl06YW3777bmIXMWGClTj+5CeBnH7cOBvgfMUVgZxecqSmWuh61VXw4x9bMXzScg6efhrKllWrjMLMnm2v0wUX5HuIEswi4VCCWaSoeve2BPPBgyc95JwFzr4N+nv6aY6VKcOX55/v0wmLb+nSlpQt69GjR9grOTVcey387W/Wy+93vwvoItdcAx072gUC68eRRHIH/EW0gjm3BY+CZhERSTa5Sde1axtyoEIFq0JMdIL5scesaKRfP99PffiwJTp/8ANLgEqwUlPh1Vfhwgvhuuu+DeGSUt268PDD8Omn1r5O8jZrlvXaKVMm30OWL7c5JRpGL5JYSjCLFFXv3hY95tOztkMHWLvWfhXL/v3w6qtktGxpQ1AiIDsbvvqqJT17QsWKYa/m1PHLX8Jtt8Gf/wwLFgRQVesc/PvfsHt3CWhk54M5c+C00yB3wn3EqCpDRESSVY0acN55sG5dQ7ujTx/7d3fLlsQsYMUKa5B8++1QurTvp//wQwvh1R4jcSpWtO8oqle3t9P69WGvqBiGDbMfkN/8Bo4eDXs10XPggP19UUjrSLWSEwmHEswiRdWhA1SokO8+rNx/76ZPL+Z1xoyB/ftZcNFFxTyRf+bMgT17KtG/fzTadZwqnLNim+7dYcKEPmRmNvT/IuefDyNG4P3vf7Bqlf/nTyYzZliJVUTa0nxfboK5SZNw1yEiIhKP9HRYv/4MsrJSLCMI1rYiER5/3KbE/fCHgZx+7FioWhU6dQrk9JKPOnXso9n+/VaYnsdG0+SQmmpbF1evhiefDHs10fPpp3DsGFx5ZYGHrVihBLNIGJRgFimqtDTo0sW+Ks9j6vW551pgWew2GU8/DS1asD5CVZTjxkHp0t43nwUkcUqVgtGj4ayz4I03riMzM4CL3Hcf2c7Bo48GcPIk8fXX1oMiwo0TV6yw4ury5cNeiYiISNGlp8PRo2X4+us69gV3/fqJaZNx8CA8/zz0728ZSZ8dOwZvvw19+xa4e18Cct55MGqUzYy86aY8P6Ylhx497BuKP/4R9u4NezXRMnWqfSgqIE4/eNCq2JVgFkk8JZhF4pG7/yoj46SHUlNtKHWxBv1lZFh/qVtvjUwVpedZVcaVV1oCXRKvShV4550UUlPT6NfPqjR8Vbcui1u2JPvZZ0/dgHbGDLtt3z7cdRRA2/5ERCSZ5e72W7u2ocW5ffpYb4kjR4K98KuvWjuwO+4I5PRTp9rp1R4jPL17w1/+YhtB//znsFcTJ+fg73+H7dvhH/8IezXR8tFH1re9QoV8D8mdVdK0aYLWJCLfUIJZJB69etltAW0yli+3Ysi4PPOM9YUbOjTOE/jviy9st9aAAdFIeJ+qmjWDMWNSyMiA4cP9HzI9q107UvbvtwqfPGzcCC+9ZDtLf/Qji39Hj4Zly/xdR2imT4dy5Wx4SEQtX66gWUREktfpp0PjxscswQyWYN6/v5jVGYXwPOs3dt55ge1SGjvW8l7dugVyeonRr34F118Pv/0tjB+f2GsfPWq1Cvffb0MHf/pT+Oc/4c03YdeuIpyodWsYNAgeeQQ2bw5qucllzx6YN6/Q9hiaVSISHiWYReJRty60apXvdr7cyoy44uTDh2HkSLj6aqhZM/41+mzcOEhJCWTgthRR9+5W0DB2LNx3n7/n3lS3rrVl+c9/ICsLsIKif/0Lmje3XazDhtm1R4+Ge+6x+LdFCxg82L6ESGozZkC7doEM/vHDjh2wc6eCZhERSW4dO6aybl1DCzWuvNK+3A2yTcaMGdY74Y47AtkdmJUFb71lFbTlyvl+eikC56xW5+KLYcgQy0kGbceOGrzxxgCqV7dNcPffb9d95hm4+26ram/c2OL3w4djPOmDD1oQ/p//BLr2pPHJJ1ZZE2OCWbNKRBJPCWaRePXuDTNnUi6PKRKtWlkFQ1wJ5rfesgzSrbcWe4l+evdduOyySOW8T2k/+xmMGAF//av/cefMtm1h9Wq8d99j9GhLHv/sZ1CrFjz0ECxcaLv2duyAX//6L4wY8fg3VSLNm9uxe/b4u6aE2LvXPnxGvD0GKMEsIiLJrVOnFA4fTrNuc+XKQefO8M47wTXO/cMfoHbtwHYHzpsHW7da/2UJX7ly1g/7tNNs4+mOHdUDuc7Wrfadxf/+dweZmS0ZNsyKcrZvt5nZ+/bZ76dPh8svt+rqZs1g0aLzCj9548bQs6cVHuUUfZzSPvrIZiG1a1fgYcuXQ716ULFigtYlIt9QglkkXn36QHY2TXIbPZ2gVCkLIoqcYPY8+O9/4cwzLdCOiK+/tqRibmcQCZ9z9la5+mrbfjd6tH/nXtaiBavqXMEVNzZm0CAL0N5/3wZX/vzncOGFVs0OULbsEWrX3sIDD1jPs2HDLOHdubN9T5JUZs2yyogID/hTgllEREqC3N1+3wzFvvpqWLMG5s71/2Iff2zJqXvvDWxC7sSJFpt17x7I6SUOdevCBx9YaPfqqzeyf79/GUfPs3nsTZrAk0/CiBEprFqVwmOP2Vu5ek4+2zmoUcNCy3fftbdh7dowblx/Pv64Q+Hfpwwfbv3pJk/2be1J66OP7AN2WlqBh2lWiUh4lGAWiVfr1lCrFs1WrMjz4fR0WLTIqjxj9tFH8Omn8ItffJvBi4D337dbJZijJTXV5tVccYUV5EyZUvxzeh4s+PIiLtwxhSV76/Hc/etZuNA+MBW2o7RuXQu233nH5lReeSVs21b8NSXM9On2ohZSGRGm5cvtC6wzzwx7JSIiIvE74wyoV+/Yt8UYAwZY2ekLL/h7Ic+D//s/C1Juu83fc59g4kRo08YqZiU6zj7bRuYcOlSZV1+9wZcddjt2QP/+9nZq0wYWL7b23rVrF/7cTp2snmH4cI9p0zrxu98VUrTfpw9Ur47n989Fstm2Db78stD2GKAEs0iYopPBEkk2KSnQqxdNV68mNY9tSx062O2MGTGez/Ns+169enDLLb4t0w8TJlhcfv75Ya9Evi8tzbYAnn22dW0pTiXzrl0wduwAxo+/mlatHV+UbctNW/5KamrRztOrlyWZv/rKAuktW+JfU0LNmGHl2ZUqhb2SfC1fbjsmI9oiWkREJGadOqXwySc5CbbKla3087XXrO+sX6ZMsS+Qf/ObwJojb9tmhdcqxIimtm1h7NgUtm2rTfv2sG5d/OeaMgUuuMCqkf/xD/jwQ4vBiyI1FZ591nHLLR4PPmjzTPJNMpctaxML33wTdu+Of+HJ7uOP7baQBPOOHfZLCWaRcCjBLFIcAweSdvAgzXL3rZ/gkkssJoi5TcaUKZbguvfeQrf+JNLx4zBpEvToEchMFPFB1aowdaq95wYNggceKHoLw/HjoWVLWLbsHB58ED76pDRn9GhpZR9x9EPs2tW+mFizxtplHDhQ5FMk1tGjMHt2pNtjgKoyRESk5OjYMZVt22DZspw7hg2zb7vfecefC+RWL9evH+hskw8+sEv17BnYJaSYevaECRMca9da1fGcOUV7/t69NvukSxdrHTdrVvE2nKakwFNPOX70I0tU/+lPBRw8fDjuyBF/++Elm48+sgKQ1q0LPCx3Y7FiZZFwKMEsUhzdupFdty4XLVx40kNly9pO+296yxXkxOrliA33mzXLvjBX0Bxtp51m7dluuME+S914Y2yFDtu2weDB8IMf2BC/OXMcv/mNVVfQowesXWulyHHo1MlmVi5ZYn2iI23BAjh0KNID/rKzLXBW0CwiIiVBbh/mb4oxOne2WPjFF/25wAcfwMyZ8NvfWmAekIkTbQj2xRcHdgnxQdeu9nYoV852mr70ksVWhZk4Ec45x9rA/eIXFjK2alX89aSk2DyV66+3j4HTp+dzYKtWbK1dm+znny/+RZPVRx/ZXxilShV4mGaViIRLCWaR4khNJWX4cBv0t3HjSQ936GDD8fbuLeQ8U6ZY7+Xf/CbQADgeEyZYsrFr17BXIoUpW9aC5QcegJdfhgYN4MMPu7F373dbPnieBdg332y9fMeOhT/+0bZ3fidg7tHDbidOjHtNXbvCr38NzzwDY8bEfZrg5fayiXAF88aNlgNX0CwiIiVBkyZQp84JCebUVPumfOLE4vfXys4m+957LdC56abiLjVfWVmWx+7ePVLjUyQfLVvahrVWraxg/pxz4LnnTu7KcuRIWebNu5iLL7bWJ5Urw2efWbWxn3MinYMnnoBGjWDIkHwGZDvHwvPPJ2X2bFi61L+LJ4uNGy1zHGP/5dRUez1FJPH0z6BIcd10EymeZ5m970lPt2/GP/usgOfnVi/Xrx+53stgMf7ll0OVKmGvRGLhnBXqLFwIV10Fs2dfyn/+81PatbPcaXo6tGgBl11mCd8hQ+Dzz+F3v4MyZb53sjPPhObNv53yGKf777f+d7fdBpmZxTpVcKZPh6ZNY5vQEhJVZYiISEninMUl06ad0I1r2DDL2r76avFO/uKLpHz+Ofz5z3kEOP6ZN896vqr/cvKoVcvec6NGWVfCW26xoZOtW1u8euml8Mgjv+C9967i+HF49FGrWm7bNpj1VKpkrcc3b4Yf/jDvznSLzj+f7JQU/6r7k8nMmXYbwy5DzSoRCZcSzCLF1aQJXnq6ff39vYigXTvbyVNgm4wJEyJbvbx5syUf1R4j+Vx4oX02W7nSceedqVSubEF0qVKWN37qKfv/+9RTVs2Rr5497Q188GDcayld2oJ4z4PBgz2OH4/7VMHwPPsZjHD1MijBLCIiJU96uhUorlmTc0eLFjZUojiJtP37yb73XjY0aGDDKQI0caJVLnfrFuhlxGelStlbY8ECq0Dv1MlqDKpXt2rlYcNKM3u2fQ66887gP6K1bg1/+QuMG2ex+fftr1iRFU2a2BbFOGajJLUFC6ws+bzzCj1Us0pEwqUEs4gP3C23wMqVJzXPqlDBYuR8B/0dOwZ3323jhyPWexm+LVxVVUbyatQI/vUvm3I9ebK1MHv/fauQqFSp0Kdbm4wjR76d3lyMdTz5JMya5XjkkWKdyn/r1ln5UZs2Ya+kQMuX27bMunXDXomIiIg/OnSw2+/EysOGwRdfWHYvHn/9KylbtjCxW7fAJ1RPmGDhQ40agV5GAuKcfTnw2ms213riREs4P/WU/X9N5IDzu++2tfzsZ7B+/cmPL23e3L6N+fLLxC0qChYutGqYtLQCD/M8x4oVtiFRRMKhBLOIHwYMsGzdc8+d9FB6uvW2zbMA9LHHLGv08MOR3MszYYLNWonhC2MpqdLTbRpKMfow5xo0CJo1W84DD2Tz9dc+rM0vixfb7bnnhruOQuRWZSTyw46IiEiQWrSw5Ox3dvsNGmSxxwMPFP2Ea9fCQw/x5XnnsbF+fd/WmZcDB8ozb552+ok/UlIsse15cM89Jz++skkT+82ECYldWNgWLoSLLir0sH37KnHwoCqYRcKkBLOIH8qXh8GD4fXXT5rol55uhcqzZn3vOdu3W3Pa7t0jWSJ8/DhMmmQFrEponcLS0mzfoA8JZoBu3T7g0CGP++7z5XT+yE0wn3NOuOsoxPLlqsoQEZGSJSXFWqt+p4K5Rg0bDjFuHLzzTtFOeM89kJLC5M6dfV1nXlataoLnRTKMlyTVsCH88pfWWu7TT7/72P5KlWw64amUYN682QZ+fmcKed527KgOKMEsEiYlmEX8cvPNVqb8+OPfufvyyy14PqlNxh/+APv2WfVyBDO4M2fCnj2qyhDsTbBqlbWBKaYaNXbQps0snn8e5s/3YW1+yMiwMfbVqoW9knwdO2b9KRU0i4hISZOeDqtXw4YNJ9z585/bF7933gkHDsR2ojffhNGj4Ze/ZG8CplOvXNmUWrViyn2JxOyee2wH6V132bD47+jVy6bH79oVytoSbuFCu42hgnnHDutTo1hZJDxKMIv4pU0b6NcP7rsPpkz55u4qVWzg2ncSzIsXwxNPwIgRka2anDjRBmB06RL2SiR0PXrYrU9VzOnpn1CzpgXOUZhTkp2REdmfw1xr1kBWloJmEREpefLsw1ymjA1vWLfOijIKM38+DBkCbdvCr38dxDK/IzvbsXp1U7p3t0ISEb9UqAB/+5u9pU+addmrl2WdP/gglLUlXG6C+cILCz10x44alCtnyXkRCYf+ORTxi3MwciQ0bw7XXvudas8OHawi+MgRYPVqsq+5xno2xxIwh2TCBKu+TkABiERdkyb2K3fqYzGlpR3hz3+2rX+jR/tyyvhlZ8PSpUnRfxmUYBYRkZLnggssLD5pt9/ll9tU4n/+04b+5Wf9erjqKqhVC8aPt/7NAdu0qR4HDqSpPYYE4vrr4dJL4d57v9d9sU0bqF791GmTsXAhnHUWVK5c6KE7d9agaVN94SMSJv34ifipUiV4+237l61vX+sxgW39O3wY5j2/iOw2bTiyYYMdd9ppIS84b5s2WRyv9hjyjR49YOpUeyP7YPhw2+32619b+4fQZGaScuhQ5CuYlWAWEZGSKjUVrrgijwQzwF//CjVq4A0cCGPGnBw07N9vyeX9++Hdd6F27YSsecWKJqSkeHTrlpDLySnGOfj3v6398MMPn/BAaqrF5BMn5tE/owSKccAfwK5dNRUni4RMCWYRvzVuDG+8AStWwJVXwq9+xRWrXwLgkzvHsNs5nr75ZptoElG5hapKMMs3uneHQ4dOnjgSp9RU+NOfbNj7yJG+nDI+STTgr0YNK1oREREpaTp0sA1FW7d+74Hq1eHll9mzfTtcdx2ceaa1o7v7bhtCXL++zVJ4/fWE7kZavfps2rbVv8sSnEsugauvtkTz4cNlv32gd28bFj9vXniLS4Q9e6w5ewwJ5qysFHburKoEs0jIlGAWCULHjvDCC5aQ+/e/Oe3nwziXRUyr3Ienb7qJnTVqhL3CAk2YYP2rzjsv7JVIZHToYE25J0/27ZQ9e8LFF8Of/wzHj/t22qLJyLDbli1DWkBsli9X9bKIiJRc6el2O316Hg927cq/77iDVwYPhvPPt8Dh8cctzh482Ko5u3dP2Fq3boUNG+rQs2f0hnRLyfLb31qedc6cNt/e2b27lTiX9DYZn39utzEkmHfvrkpWVopiZZGQKcEsEpQhQ2DJEjh4EDIzSb+mJp8ea8OBtIphr6xAx47BpEmW/HOKmyVXpUrQrp29OXzinAXOq1bBa6/5dtqiWbyYfVWrRr7ZuBLMIiJSkl18sbVOzrNNBuClpLCiWTNLJu/YAfv2waxZlmju2jWha82dr6b+yxK0Vq2sYHnOnMs4erSM3VmjhsXkJT3BnDvgL4YE844dVrylWFkkXEowiwQtNRUaNiR94Ons3+/4+uvTw15RgWbOtGESao8hJ+naFRYssA92Punb13a0PvhgOK3ksjMy+DqivdBz7d8PGzcqaBYRkZKrTBm47DKYNi2Gg6tXt11VIZk4EWrW9GJtDStSLL/9LRw4UI65c1t/e2evXjB3rjVpLqkWLoTTT7dfhVCCWSQalGAWSZDcrX+ZmQ3DXUghJk60mL1Ll7BXIpHTpQt4Hnz0kW+nTEmxwHnZMhg71rfTxiYrC7dsGdtq1kzwhYtm5Uq7VdAsIiIlWXo6fPkl7NoV9kryl5VlFcw9ezpS9ElaEqBdO+jc2WPWrMs5eDDnztzy+dxy+hIoe8GCmAf87dhRg2rVsol4F0qREk//LIokSJ060LQprFsX7QTzhAk2ybty5bBXIpHTpo29MXxskwEwYACcfbYN/UtoFfPq1bgjR9ga8QTz8uV2qwSziIiUZOnp9j22T/OEAzFnDuzcqZ1+klj/93+O/fsr8MwzOXdceKFV9pbUNhmHD+OWLo05wbxzZw2aNlVvR5GwKcEskkDp6ZZg9rxo/gO4caNVjiholjyVKmUT230c9AfWRea+++y9l9A4OWfA37ZatRJ40aLLTTA3aRLuOkRERILUtq21yoipTUZIJk603VfduoW9EjmVpKdD+/Yef/+7zcshJcU+sH3wQYiTsgOUkYHLyoo5wbxrV03OPjuan69FTiVKMIskUIcOcOhQObZujWZC6/337VYJZslXly6wZo1N5vPRoEFQrx78+9++nrZgixcDRL5FxvLl0KABlC8f9kpERESCU66cbZbKb9BfFEycaC0LqlcPeyVyqrnnHsfGjTBuXM4dvXrB7t027LKkKcKAvwMHYPfuStrpJxIBSjCLJFBuH+a1a6PZJmPCBKhf34auieQpd1K7z1XMpUvDHXfYaXPyvsFbvJg91atztEyZBF0wPsuXqz2GiIicGtLTYf58G3AbNVu2wLx5KsSQcPTsabvZvinG6NrVtgGWxDYZCxdyJC0NGjUq9FDNKhGJDiWYRRKoYUOoXz8rkgnmY8csudezJzjtMJL8NGtm5bQ+92EG+OEPIS0N/vMf30+dt8WL2RLxaSCeB199Zf3bRURESroOHWyQ3mefhb2Sk+XOU1OCWcKQkgI//jHMnAlz5wJVqtjgnBKYYPYyMthSqxaxTNLUrBKR6FCCWSTBOnVKYd26M/G8sFfyXZ99Bnv3KmiWQjhnbTI++sg+AfrotNNgyBAYOdIG6ATq2DH46qvID/jbscN2PypoFhGRU8Gll1pRZhTbZEycCLVrx9wWVsR3w4dDpUonVDH36gVffGGDdEoQb8UKdsTYh0azSkSiQwlmkQRLT7cpwLn/GEbFxInWpqBz57BXIpHXtSvs2gULFvh+6rvugkOH+HZKdlBWroSjR5NmwJ8SzCIiciqoVAlatYpegjkrCz78EHr0iKmoUiQQlSvDTTfBmDGweTOWYAb7IFdSHDhAytdfs7NatZgOX7EC6tTJpmLFgNclIoXSP48iCZbbhzlqgfOECbbLqnLlsFcikZf7LUQAbTLOOw86dYL//jfgodg5jZ63KsEsIiISKR06wOzZ9oVzVMyZY7urtNNPwvbjH1uM/MQTwDnnWOu6ktQmY/VqAHYWoYK5eXP1dxSJAiWYRRKsaVOoVSubadPCXsm39u6tzKJFCpolRrVqwQUXwJQpgZz+rrtg/Xp4661ATm+WLgVg+2mnBXiR4lu+HEqVgjPPDHslIiIiiZGeDkePWlI3KiZMsMrlbt3CXomc6po0gd69LcF85KizKuZJk+yHpiRYtQqAXUVIMDdrpgSzSBQowSySYM5Bx46Ojz8mMn2YV660plVKMEvMunSBGTMofeyY76fu08eGRj/6qO+n/tbq1VC3LsdKlw7wIsW3fDk0bmzta0RERE4FV1xh8fLUqWGv5FsTJ1p/6Bh37YsE6q67YOtWa5VBr16wfz9Mnx72svyxciVATC0yduywX9rpJxINSjCLhKBbN8fGjbBkSdgrMStWNKVBA9tlJRKTzp3h6FEarFvn+6lTU+H2262NzFdf+X56k5lpWeyIW7FCQbOIiJxaqlWDSy6BDz4IeyVmyxaYP1+FGBIdnTtbJfMzzwBXXgllypScNhkrV3KoQgUOlytX6KErVtitYmWRaFCCWSQE3bvb7fvvh7sOgKysVDIzz6JnT6sWEYlJ+/ZQujSN16wJ5PTDhllriGefDeT0sGZN5PtOZGfnbvsLeyUiIiKJ1b27tcjYtSvslXyb6FaCWaLCObj11pxijI0VrXF5SUkwr1rFzqpVYzo0txCladPgliMisVOCWSQE9etDy5bRqMxYv74Bhw+XUdAsRVOxIlx6KWcFlGA+/XS46ip4/vls/1vKHT8OGzZEPsG8bh0cPgzNm4e9EhERkcTq0cO+aJ08OeyVWN7u9NPhwgvDXonIt3KLMZ55Bvv2Y9kyWLs27GUV38qV7Iix//KyZfYaNG4c8JpEJCZKMIuEpHt3+9b54MFw17FiRRNKl/bo3DncdUgS6tyZ0zdvplxAY95vvRW2b0/hnXd8PvH69ZCVFfkWGblVGWefHe46REREEq1NG6hSJfzdfsePw4cfWsI7RZ+cJUJyizFefBGOdsrZHhuF6qXiOHoU1q2Lqf8yWKzcpIlmlYhERaH/TDrnnnPObXXOZeTz+BDn3Jc5vz5zzl1wwmNVnXNvOOeWOeeWOucu9XPxIsmsRw84cgSmTQt3HatWNeOKK6BSpXDXIUmoSxec53FmQFXM3btD1ap7eeopn6dhZmbabcQrmJcts1tVMItEm2JlEf+VKmXzhD/4INyh2LltOrTTT6Lo1lth2zZ4e0ULaNAg/G9kiiszE7Kz2VWECmbFySLREcv3sC8APQp4fA3QwfO884EHgKdOeOzfwPue5zUHLgCWxrlOkRKnfXtISwv3i+a1a2HLllr06qXmyxKHSy4hu2JFGq9eHcjpU1PhggsWMGnStzlhX+SeLOIVzMuW2aCjmjXDXomIFOIFFCuL+K57d0Ifiv3uuxaPdO0a3hpE8tO9u7VefOZZZ9VLU6bAsWNhLyt+K1cCsDOGBPPx43a4dvqJREehCWbP8z4Bdhbw+Gee5+WOX5gF1AdwzlUG0oFnc4476nne7uIuWKSkKFfO5jGEmWAeP95u+/ULbw2SxEqXxnXsSBNfs7/fdeGFCwF4/nkfT7pmje1zbdDAx5P676uvLGjW8E2RaFOsLBKMKAzFHj/e4vUYd+yLJFRqKtx8s7VxyWx1DezdC7Nmhb2s+BUhwbxmjeXSVcEsEh1+d5K6BZiY8/vGwDbgeefcQufcM865Cvk90Tl3m3NunnNu3rZt23xelkg0de8e7jyG8eOhefNsTd6VuLkuXai2Y0dgb+KqVfdw1lmreO45a5vsi8xMK/eIeMM2bfsTKZHiipUVJ8up6IwzoEWL8IoxVq606mkVYkiU3Xyz3T6/pqNlnJO5TcbKlVCxIgfKly/0ULWSE4ke3xLMzrlOWNB8T85dpYBWwOOe510EHAB+nd/zPc97yvO81p7nta6p/cByiuge4jyGXbus//MPfqCJJVIMXbrY7ZQpgV3ioovms2GDVWf4Ys2ayPdf3rsXNm/Wtj+RkqQ4sbLiZDlV5Q7FPnYs8V8Ka6efJIOGDaFbN3h+VBrZ7S5L7gTzqlU2tS+G7Xsahi0SPb5klpxz5wPPAP08z9uRc/cGYIPnebNz/vwGFkSLSI4WOfMYwkgwT5hgFaEKmqVYWrYku3ZtmDw5sEs0a7acatVg5EifTpiZGfn+y7lBs6oyREoGxcoi8ckdir12bcOEX3v8eLjgAkvgiUTZsGGwfj1MO/s2WLAAtmwJe0nxWbnSEswxWLYMatVS+xqRKCl2gtk5dwYwDhjqed7y3Ps9z/saWO+cy/1OqTMQ4ogGkehxziozJk9O/DyG8ePh9NOhTZvEXldKGOdI6dLFKpgDGvNeqlQWgwbBW2/Bvn3FPNmRIzYxKOIVzNr2J1JyKFYWiV96ug3FXrkytqSTX7Zvh08/VSGGJId+/aBSJRi5LWfe7KRJ4S4oHllZtsvwrLNiOvyrrxQni0RNoQlm59woYCZwtnNug3PuFufcCOfciJxD/g+oAfzPOfe5c27eCU//MfCKc+5L4ELgz/4uXyT5de+e+HkMR47AxIlw1VU260ykWDp1gq1bvy27DcDQoXDoEIwdW8wTrV9vifAkqGBOTYXGjcNeiYgURrGySHDKlbMk8+rViR0Y8u67kJ2tBLMkh/LlYcAAeH1qDQ6edgZeMrbJWL/eKq6KUMGs9hgi0VKqsAM8zxtcyOO3Arfm89jnQOu4ViZyiuja1WaNvfUWtG+fmGtOnQr79ytoFp+kp9vttGmBlRK0a2fx5ksvwfDhxTjRmjV2mwQVzGedBWXKhL0SESmMYmWRYPXpAx9+WINt205L2DXHj7c2dhddlLBLihTL0KHw/POO8Rf8iuve/z0uOzu5KolWrrTbJk1gw4YCD92xw3YZqIJZJFqS6G8ckZKpShUbzDB2bGAdBk4yfjxUqACdOyfmelLCNWkCderYFJ6AOGeB88cfW4FD3DIz7TbiFczLliloFhERAbjmGrtdurRlQq536JANFu7bN6ZZYyKR0KGDfSkyct8PSNmxw3oxJ5PcBHMMLTI0q0QkmpRgFomA/v1h7VqYPz/4a2Vnw9tvW2uOtLTgryenAOesinnatEC/JbnhBjv9K68U4yRr1kCpUlCvnm/r8ltWFqxYoW1/IiIiYP9kt2uXzbJliUkwT54MBw9qp58kl5QUi5U/yKjL1wQ7gDsQq1ZB2bIxxei5s0oUK4tEixLMIhHQr5/lvIrdXzYG8+fDpk0KmsVn6ek2PC+3BUUAGjeGyy+HkSOLkcfOzIQzzrAGxxGVmQlHj6oqQ0REJNe116awefPprFoV/LXGj4fKla0iVCSZDB0K2dmOpyrehpdsCeaVK616OYa2HsuWWRu5iHe8EznlKMEsEgHVq9uctDfeCL5Nxtixllvr3TvY68gpJrcPc4BtMsAC5yVLirHrb82ayEejuVUZSjCLiIiY3DYZQRdjHDtmCeZevTQHQZJPixbQujW86g2BGTPg8OGwlxS73ARzDL76Cpo1i3S9iMgpSQlmkYgYMMD+XV20KLhrZGVZe4EePaBGjeCuI6egli3tTRVwgnngQPvAN3JknCfIzIx8/+XcvnLa9iciImLOPBMuvjibN94I9jrvv2/Dw4YMCfY6IkEZOhS+OnA2i480gc8+C3s5sfE8a5HRpElMhy9bpjhZJIqUYBaJiB/8wHYEBRk4f/yxDeW98cbgriGnqJQUaN8+8ARztWo2TX70aPvCpEgOHYKvv06KCubTTtOXQCIiIicaMCCFuXNtbklQXnoJata0WSUiyWjQIEhJ8RjFYJgyJezlxGbzZovTY0gwHzsGq1drp59IFCnBLBIRtWpZl4EgE8wvvWQ95a66KrhryCksPd2qDzZuDPQy111neeLp04v4xNxPpBGvYF62TEGziIjI9/Xvb7fjxgVz/kOH0njnHRg8GEqXDuYaIkGrVQuuvBJeLTUEb3KSJJhz+8M1bVrooatWwfHjipVFokgJZpEIGTAAli61HrN+O3DA+tYNHAjlyvl/fpFvpuEEXMXcuzdUqACvvVbEJ+YOIIx4BfNXX2nbn4iIyPc1bQrnnx9cMcaSJedw5Ih2+knyGzTIkXn8TObPzYY9e8JeTuEWL7bbc84p9FDNKhGJLiWYRSLk6qvBuWAGmLz5piWZhw71/9wiAFxwAVSqFHiCuUIF6NvXPmAeO1aEJ2Zm2m2EK5h37YKtWxU0i4iI5GXAAGsrG8RmqS+/vIAWLaBVK//PLZJIV18NpVOzGO1dC9Omhb2cwi1ZAlWrQp06hR6aO6ukWbNglyQiRacEs0iE1K0Ll18Or75qsw78NHKkFW5ecYW/5xX5RmqqvcESEMhedx3s2FHE1nJr1tiEwNNPD2xdxaUBfyIiIvkbMMBui7yLqRA7d1Zj3bozuPFGK/YQSWbVq1sf8dFuENmTPwp7OYVbvNiql2P44Vu2zD4zV66cgHWJSJEowSwSMbfeav9wTp3q3zk3bYLJk616OUU/9RKk9HTr87J1a6CX6dEDqlSxYX8xy8yEhg0j/UOwdKndKsEsIiJyshYtrBjj8cchO9u/83755fk45zFkiH/nFAnTdYNTWe81YOa7O8JeSsE8zxLMLVvGdPiyZYqTRaIqup+yRU5R110HNWrAY4/5d85XX7UgXO0xJHC5fZiLPIGvaMqWte1/48bBkSMxPmnNmki3xwCLr9PS4Kyzwl6JiIhINN1xhw36+uADf87neZCRcSEdO0KDBv6cUyRsfftCWqljjF5ziU3HjqotW2Dnzpj6L+fmos89NwHrEpEiU4JZJGLS0qyK+a23YN264p/P8+DFF6Fdu5gG84oUz8UX2xTJgBPMAIMGwd698P77MT5hzZrID/hbtMgKOFJTw16JiIhINPXvD7Vrw3//68/5Pv0UduyoxrBh6o0hJUflytA7fR9jGEjWpAi3ycidbh9DgnndOti3TwlmkahSglkkgkaMsNsnnyz+uSZMgIwMuO224p9LpFBlysCllwY+6A/gyiut2j+mNhnbt1vT5ohPBMnIUNAsIiJSkDJl4PbbYeJEq2Qurr/9DapVy6Z//+KfSyRKBt1ehS2czrRXNoS9lPwtXmy3MSSYMzLsVrGySDQpwSwSQWeeCVddBU8/DcePx1/K6HnwwAPWdvaGG/xbn0iB0tPh889hz55AL1O6tA37GT8eDhwo5OAiBK9h2bnT+qUraBYRESnYbbfZSIXHHy/eeRYuhHffhbvvTqFiRX/WJhIVvfqkUiH1EKM/ref/BHm/LF4M1arFNIR70SK7VawsEk1KMItE1J13wrZtsGRJ/AmxyZNh9my4915LxokkRHq6BbGffhr4pQYNgoMH4b33CjkwCRLMuUtU0CwiIlKwevXgmmvg2WctDojXn/5kQ4N//GP/1iYSFeXLQ7+L1vPG/h4cW+ZDuX8Qcgf8ucJb1GRkwBlnWPsPEYkeJZhFIqpzZ5uQO3dum7ie73nwxz9C/fowfLi/axMpUNu29o1GAtpktG9vBQ+FtslYvNii0fr1A19TvHKrMs47L9x1iIiIJIM774Tdu2HUqPien5Fhw4J/8hNLMouURINuLs9OajD5f8vDXsrJcqf2xVgAolZyItGmBLNIRDlnU7I3bKjP2rUNi/z8adNgxgz41a+gbNkAFiiSn/Ll4ZJLEpJgTk2FgQOtgnnv3gIOzA1eY6iOCEtGhn3ArVcv7JWIiIhEX/v2lmx65BE4dqzoz3/wQahYEX76U9+XJhIZ3W6qRxW3h9HvlA97KSfbsgV27YopwXzsGCxdqgSzSJQpwSwSYTffDGeckc17713F4cNFe+4DD1hl5623BrM2kQK1bw9z5xZv32qMBg2CI0esF3O+ilAdEZbcqowI58BFREQiwzlrcbFkCfz970V77rJltvvpjjugevVg1icSBWXTHNc0/oI317Xi8MHssJfzXUVoYbdyJRw9qp1+IlGmBLNIhFWoAE8/ncK2bafxpz/F/rzMzDP56CP45S+hXLng1ieSr/R0OH4cZs0K/FLt2tkgy3zbZGzdCtu3RzrB7HnWIkNBs4iISOz69YNrr7W2cMuWxfYcz4M//AHS0uDuuwNdnkgkDLr6CHu9yrz/RGbYS/muIiSYMzLsVhXMItGlBLNIxHXrBsOHe/ztb/D554Ufv3dvZcaNu5bGjeH22wNfnkjeLr/cSoumTw/8Us5Zm4wPPoCdO/M4IAkG/G3aZH0kFTSLiIgUzaOPWlHGLbdAdgwFmo8/bl9K/+pXUKtW8OsTCduVd7bkNLYxeuSRsJfyXUuWQLVqULt2oYdmZEBKCjRvnoB1iUhclGAWSQIPP+yoUcMC5+PH8z/u0CEYPXow2dnlePttC7ZFQlGlClx4YUL6MIO1yTh+3Ib1nCQJEsyqyhAREYlP7drwr3/BZ5/B//5X8LEffWRD/fr0gd/9LiHLEwldqYb1GFB1Cm8vasSBA2Gv5gRFmJGyaBE0bWo7D0QkmpRgFkkC1avDf/8LCxbAvffmnWT2PEtAb958OqNGpUQ5lyanivR0mDnTGqYF7KKLLOgcNco7+cHFi6FqVahTJ/B1xGvRIrtVgllERKTohg6F7t0tTp49O+9jVq+2dhpnnw2vvGKDgkVOFYM6fs3BrDTefauAaqVE8rwizUjJyFArOZGoU4JZJEn07w833QQPPWQ9Zxcu/Paxdevg5z+HUaPgwQcdV10V3jpFvpGebmX18+cHfinn4Lrr4OOPbSD1dxShOiIsGRmW/65RI+yViIiIJB/n4Mkn7fvkSy+F99/vwZEjZQArzJg2Dfr2tZzW229D5crhrlck0a4Y0pA6bGL0k7vDXor5+mvYtSumBPOhQzbkT4UYItGmBLNIknAOnn3WesZt2ACtW8P111sXgoYN4Z//hOHD4de/DnulIjnat7fbBLbJyM52vP76CXd6nmVvI17Sn5GhoFlERKQ4Gja075R/9COYM6ctTzxxJ9dfb32WO3aENWvg9dfhrLPCXqlI4qV27shAXmfCZ1XZsyfs1fBtC7uWLQs9dMkSC+kVK4tEmxLMIkkkd5jZ0qVw663Wb7ZKFfjHP2xy9vPPR7pIU041NWtCixYJSzCfcw7UqrWN1147oU1GEaojwpKVZYGztv2JiIgUT+XK1lbu008dDRtWZNIkq1weN852OHXuHPYKRUJSrRrXNf+CI1mlGD8+7MVgwS/EFKNrVolIcigV9gJEpOiqVbNtgE88oYSyRFyHDtbo8OhRKFMm8Mudc84ipk69kg0boH59kmLA3+rVtvVPQbOIiIg/Lr0UPv88Bc9TrCySq13fWjRclsnoV+pz440hp4IWL7ZBQ7VrF3poRgaULQtNmiRgXSISN1UwiyQxBcwSeT17wr59CaxithKHb9pkJEGCWVUZIiIiwVCsLPIt160rAxnDh1NS2Lkz5MV8+aVt34vhhzQjwzppaDCnSLQpwSwiIsHp0gXS0uDddxNyuRo1dlKnzteMHp1zRxGqI8KSkWGxdQwt6ERERERE4pOeznWVJnI8K4U33wxxHVlZlmC+4IKYDl+0SIUYIslACWYREQlO+fJw5ZXwzjs2nSMBWrZcxOzZkJmJJZjPOSfSJUyLFkHjxlChQtgrEREREZESq3RpWl1zJmelrGb0qOzw1rFqFRw8aNPqC7FrF2zcqASzSDJQgllERILVp481Gl62LCGXO+cca4sxZrT3bYI5wlSVISIiIiKJ4Ab057rsUXw0FbZtC2kRX3xhtzFUMC9aZLeKlUWiTwlmEREJVp8+dpugNhnVqu2mTRt47eVjsGdPpBPM+/bBV19Bq1Zhr0RERERESryuXbmu/LtkZacwdmxIa/jiC2uoHEN/uHnz7PbiiwNek4gUmxLMIiISrAYNrEIhQQlmgOuug4UZZVhBk0gnmOfPt84hl1wS9kpEREREpMQrW5bz+jaieepyRr8WUpuML76A5s1tTksh5s2zjxIRHqciIjmUYBYRkeBddRV8+inlDh1KyOWuvdZuR3NdpBPMc+farRLMIiIiIpIIbkB/rst6lWmfODZvDmEBX3wRU/9lsFhZcbJIclCCWUREgtenD2Rl0WTlyoRcrkEDuLzWCkanDoFatRJyzXjMnQtnngmnnRb2SkRERETklNCzJ9elvY3nOd54I8HX3rkT1q+Pqf/yrl2wcqUSzCLJQglmEREJ3iWXQK1aNFu+PGGXHJT2JhlZLcjISNgli0xVGSIiIiKSUOXL06J3Y84vtZhRo7zEXrsIA/5y+y8rVhZJDkowi4hI8FJSoHdvmq5aRUpWVvDXy8pi4NbHSHVZvPJK8JeLx7ZtkJmpoFlEREREEqx/f4Ycf5GZMx2rVyfwukVIMOe2ktOAP5HkoASziIgkRp8+pB06xBnr1wd/rdWrqXV4Hd3P3cQrr0B2SDNMCqKqDBEREREJRe/eDC49Fkd2YosxvvjCJvbFMLVv7lxo1gyqVg1+WSJSfEowi4hIYnTrhle2LC2WLg3+Wjl9MW649gjr18P06cFfsqjmzgXnVJUhIiIiIglWuTINep1HhzIzGflSNl6iOmVowJ9IiaUEs4iIJEbFitCrF+csWxZ8SfGiReAc/UbUoWJFePnlYC8Xj7lzoXlzqFQp7JWIiIiIyCln6FBuOPocK1amfLOzLlDHjsHixTG1x9i3ryIbNyrBLJJMlGAWEZGEcQMHUnHvXvj002AvtGgRNG5M+ZoVuOYaeP11OHw42EsWheepKkNEREREQtSnD/0rT6aMO5KYYoxly+Do0ZgSzJs21QMUK4skEyWYRUQkcfr0wStb1jK+QVq0CM47D4AbboA9e+C994K9ZFFs2ABbtihoFhEREZGQlC1L1cE96cO7vPpKFseOBXy9Igz427ixLqmpMXfTEJEIUIJZREQSJ6dNBm+8EVibjFLHjsGKFd8kmK+8Ek4/PVptMnKnYivBLCIiIiKhGTqUG72X2L4jlcmTA77WF19A2bJw9tmFHrppUz3OPRfKlw94TSLiGyWYRUQkodzAgbB5c2BtMk7bvt2S1+eeC0BqKlx/vVUw79wZyCWLbO5cKFUqpgIOEREREZFgXHYZ3RsupUrK7uCLMb74wuLzUqUKPMzzYPPm+irEEEkySjCLiEhi9ekDaWkwZkwgp6+9dav9JqeCGWDIEJsrEtAli2zuXFteWlrYKxERERGRU5ZzpA2/nuuyR/PWm9ns2xfQdTwPPv88puqK3burcfBgmhLMIklGCWYREUms3DYZY8dCVpbvp6+1ZYttv2va9Jv7LrrICiaefdb3yxVZdjbMm6f2GCIiIiISATfcwHBe4OChFF57LaBrbN4M27bF3H8ZFCuLJBslmEVEJPGuvTawNhm1t26FFi2+s/3OObj9dkvszpvn+yWLZOVKGzqooFlEREREQtekCW3awnlll/P44x6eF8A15syx2zZtCj1006Z6lC3r5Xa7E5EkUWiC2Tn3nHNuq3MuI5/Hhzjnvsz59Zlz7oLvPZ7qnFvonHvXr0WLiEiSy22T8frrvp+69vbt32mPkWvoUBsU8uSTvl+ySGbOtNsY4msRSQKKlUVEJNmlDh/GiCP/YuFCF0wxxqxZULo0XHhhoYdu2NCAiy7yKF06gHWISGBiqWB+AehRwONrgA6e550PPAA89b3H7wKWxrU6EREpmXLbZLz+uq9tMtIOHaLSnj15JpirVIHBg2HUKKsgDsukSVCzJqrKECk5XkCxsoiIJLOBAxlS+nXKlzoSSDGGN2uW9awrZADJnj2wcWM9OnfWZnuRZFPoT63neZ8AOwt4/DPP83bl/HEWUD/3MedcfaA38Ewx1ykiIiXNoEGwZQtMm+bbKb8Z8JdP9vb22+HAAXjlFd8uWSSeB5MnQ5cukKK4WaREUKwsIiJJr3p1qlyVzvWlX2fUKI/du308d1YW3ty50LZtoYd+/DFkZ6fQtauP1xeRhPD74+0twMQT/vwv4FdAdmFPdM7d5pyb55ybt23bNp+XJSIikdO7t1Uy+zhNpNaWLfabPCqYAVq3hlat4IknCKa/XCEWLbKcuoJmkVNWXLGy4mQREQnc0KHcfuhfHDzoePllH8+7eDEpBw/GlGCeNAnKl8/m0kt9vL6IJIRvCWbnXCcsaL4n5899gK2e582P5fme5z3leV5rz/Na16xZ069liYhIVJUvD/36wdixcPSoL6esvXUr2VWqQL16eT7uHIwYYYneWbN8uWSRTJpkt0owi5x6ihMrK04WEZHA9epF6+pruLj6ap580sdijNygu127Qg+dNAk6dnSUKePTtUUkYXxJMDvnzse29vXzPG9Hzt2XA32dc5nAa8CVzjk/vwcTEZFkN2gQ7NxpfSN8UGvbNtz551smOR+DB0OlSlbFnGiTJkHz5lC/fuHHikjJoVhZREQir0wZGDSIEXv/QUYGfPaZT+edPZtDFSpA48YFHrZuHSxfDl275h/Hi0h0FTvB7Jw7AxgHDPU8b3nu/Z7n3et5Xn3P884EBgEfeZ53Q3GvJyIiJUi3blC1qj9tMo4fp86WLbhCplNXrAg33ABjxsCBA+WLf90YHT4Mn3yi6mWRU41iZRERSRpDhzLo+EgqlzvKf//rzymzZ85kfd26BRaAgHb6iSS7QhPMzrlRwEzgbOfcBufcLc65Ec65ETmH/B9QA/ifc+5z59y8ANcrIiIlSZky0L8/vPkmHDpUvHMtXEjpI0fgiisKPfQnP4EjR2DOnMJ7wfnls8/sP1FBs0jJolhZRERKjLZtqdi0Lj887S3GjIE1a4p5vj17cMuWsSGf9nUnmjQJ6taFli2LeU0RCUWhCWbP8wZ7nlfH87zSOVUWz3qe94TneU/kPH6r53nVPM+7MOdX6zzO8bHneX2C+A8QEZEkN2gQ7N8PEyYU7zzTp9tt+/aFHtq8ubV/njevLUePJqbJ26RJUKoUdOyYkMuJSIIoVhYRkRLDORg6lJ+uv5vUVI9HHinm+ebOxXkeGwrpD5edDVOmQJcuhRY6i0hE+TbkT0REJC4dO0KtWsVvkzF9OtmNG0OdOjEdfs89cPBgGgsWtCredWM0aZLNNqlUKSGXExEREREpuhtuoD4bGXLelzz7LGzbVoxzzZ4NwKZCKpg//xy2b9dOP5FkpgSziIiEq1QpGDgQ3n0X9u2L7xyeBzNmkJKeHvNT2rWD9u09Zs++jGPH4rtsrHbsgAULFDSLiIiISMQ1agTp6fxqx685dAgee6wY55o1i+21anE4La3Aw3L7L3fpUoxriUiolGAWEZHwDRpkU/DefDO+5y9bZmUPMbTHONE99zh2767sy4zBgnz0keXAlWAWERERkci7+WZarH2fvpfv4NFH4cCBOM7heTB7tg34K8SkSXDeeXD66XFcR0QiQQlmEREJ32WXQePG8OKL8T2/CP2XT9SrF5xzTjZ//7vFwEGZNAmqVIFLLgnuGiIiIiIivhgwACpV4leVH2fnTnj22TjOsWYNbNtW6IC/Q4dgxgwVYogkOyWYRUQkfM7BjTfC1Kmwbl3Rnz99uvVxbtKkyJe9554UMjLgvfeKftlYZGWlMn68Bc2lSgVzDRERERER31SoAIMHc/m0v3B5u+M8/DAcPVrEc+T0X95YyIC/d9+FI0egZ8841yoikaAEs4iIRMONN1oZ8ciRRX/u9OlWvRzH2OlBg6zV3G9+A1lZRb90Yb76qhlbt8JNN/l/bhERERGRQNx8Mxw8yH2XTGLdOnjiiSI+f/p0KF+erbVqFXjY00/DGWdAp07xL1VEwqcEs4iIREOjRtChg7XJKEq/ivXrYe3aIrfHyFW6NPz1r7BoEbzwQlynKNCCBRdTvz507+7/uUVEREREAtGmDZxzDj1m/YHOneH++2HXrhifm50N48dD9+5kp+SfdlqzxlrJ3XILpKb6s2wRCYcSzCIiEh3DhsGKFTBrVuzPibP/8omuvRYuvRR++1vYvz/u05xk9+4qrF59FjffrKBZRERERJKIc3DLLbi5c3j4/61k1y548MEYnztnDmzaBP37F3jYc89BSop2+omUBEowi4hIdAwYAOXLF62UePp0qFQJLrgg7ss6Bw8/DF9/DQ89FPdpTrJw4UWA7TAUEREREUkqN9wApUtzwaf/Y/hwePRRWL06hueNG2fbBHv3zveQ48ctwdyjBzRo4NuKRSQkSjCLiEh0VKoE11wDo0fbSOlYfPIJXHZZsUuEL70UBg6Ef/zDCi6KKysLvvjiYrp2hYYNi38+EREREZGEqlkT+vaFkSN54L7DlCoF995bSCs7z4OxY6FzZ6haNd/D3n/fYu5bb/V3ySISDiWYRUQkWoYPhz174O23Cz92xw5YsqRY7TFO9Ne/WjXFffcV/1wffAB79lTittuKPnhQRERERCQS7rwTtm+n3tuP84tfwJgxjs8+K+D4L7+0MudC2mM8/TTUrg19+vi7XBEJhxLMIiISLZ062T65J58sfNjf1Kl261OCuVEj+OlPrUPHe+8V71zPPAOnnZbNVVf5sTIRERERkRB07AhdusCf/8wvR+yjSpV93HRTdv5zS8aNs8bKffvme8pNmyzWHj7cOmmISPJTgllERKIlJQXuvhumTqXZihUFH/vf/1oy+tJLfbv8/fdbO+fhw2HjxvjOsXEjvPMO3HRTCmXK+LY0EREREZHEe/BB2L6dik//k379xrJihePHP87n2LFjrfijVq18T/fss9ZO7pZbglmuiCSeEswiIhI9P/oRnH02PSZNIjUrK+9j5s+HadPgrrt8LX1IS4PXXoODB22uSX6Xz4/nwf/7f9YSesQI35YlIiIiIhKONm3g6qvhoYdoWXsJ7dt/wgsvwCuvfO+4r76CxYttpko+Vq60tnR9+kDTpoGuWkQSSAlmERGJnjJl4JFHqL59O23mzMn7mEcesaGAAUwGad7ciqM//hj+8peiPfeFF6x6+S9/gcaNfV+aiIiIiEjiPfAA7N/PFTNm0KHDNK64woopVq484Zg337Tbq6/O8xRZWTBsmIX6TzwR/JJFJHGUYBYRkWjq1QuvRw86fvIJbN363cfWr4cxYyy5XKVKIJcfPhyuvx5+/3uYMCG256xdawXVHTrYrYiIiIhIiXDOOTB0KG3nzaPK/t288optIhw4EHbuxLbxjR1r1c4NGuR5iocegs8+s0KOevUSu3wRCZYSzCIiElnun/+kzPHj8LvfffeBRx+F7OxAs7jOweOPw/nn24ySZ54p+PjsbLjpJoutn3/eWkmLiIiIiJQYf/gDqcD1o0dzRtYaXn7ZOmJcdqnH6sH3wbx5MHhwnk9dtAj+7/+gf38r4hCRkkUff0VEJLqaN8fdeSc8/TT88pdWybxvHzz1FAwYAA0bBnr5ypWtzXOXLvDDH8KUKVfieScfd/gw3HcfTJ0K//oXNGoU6LJERERERBKvUSPc2LHUPnAALrqIXsfGM3nMTrau3selo+9izrDHyGv6386d1RkyBKpWtQIO5xK/dBEJVqmwFyAiIlKg+++H7dut5/Jjj9m2uz174Oc/T8jlK1e2nsp33AFPP53Opk31qFsXOneGM86wauU//Qk2bLBqjJtvTsiyREREREQS76qrSFm40Hpj/OAHtK9enZmp9elZ/VM6jvkRt1W1OLlDB9i9G95++yq++OIiypa1Dho1a4b9HyAiQVAFs4iIRFvlyjByJCxdCtdeCzNmQHq6JZoTpHRpePJJePhhOHKkESNG2NTrqlVtuEmDBjBlik3SVkWGiIiIiJRojRpZTP6Tn0CdOpz92fPMWlSRbt0sZu7bF6pXhyZNYPHiVtx5ZwqrV0PPnmEvXESC4ry89vqGrHXr1t68efPCXoaIiETRxo1QvjxUqxbK5T0PVqywhPKCBTYku2dPJZZFSgrn3HzP81qHvY78KE4WEZEoO3wYZs60WPnIEctB5zPzT0SSUH6xslpkiIhIcgl55LRz0KyZ/RIRERERkW+lpUGnTvZLRE4dapEhIiIiIiIiIiIiInFRgllERERERERERERE4qIEs4iIiIiIiIiIiIjERQlmEREREREREREREYmLEswiIiIiIiIiIiIiEhclmEVEREREREREREQkLkowi4iIiIiIiIiIiEhclGAWERERERERERERkbgowSwiIiIiIiIiIiIicVGCWURERERERERERETiogSziIiIiIiIiIiIiMRFCWYRERERERERERERiYsSzCIiIiIiIiIiIiISFyWYRURERERERERERCQuSjCLiIiIiIiIiIiISFyUYBYRERERERERERGRuDjP88Jew0mcc9uAtSFc+jRgewjXPRXotQ2GXtfg6LUNjl7bYOh1DY5e22BE9XVt6HlezbAXkZ8Q42SI7v+zZKfXNTh6bYOj1zYYel2Do9c2GHpdgxPV1zbPWDmSCeawOOfmeZ7XOux1lER6bYOh1zU4em2Do9c2GHpdg6PXNhh6XZOP/p8FQ69rcPTaBkevbTD0ugZHr20w9LoGJ9leW7XIEBEREREREREREZG4KMEsIiIiIiIiIiIiInFRgvm7ngp7ASWYXttg6HUNjl7b4Oi1DYZe1+DotQ2GXtfko/9nwdDrGhy9tsHRaxsMva7B0WsbDL2uwUmq11Y9mEVEREREREREREQkLqpgFhEREREREREREZG4KMEsIiIiIiIiIiIiInFRgjmHc66Hc+4r59xK59yvw15PsnLONXDOTXXOLXXOLXbO3ZVz/x+ccxudc5/n/OoV9lqTkXMu0zm3KOc1nJdzX3Xn3CTn3Iqc22phrzOZOOfOPuF9+blzbq9z7qd6z8bHOfecc26rcy7jhPvyfY865+7N+Xv3K+dc93BWnRzyeW3/4Zxb5pz70jn3pnOuas79ZzrnDp3w/n0itIVHXD6va74//3rPxi6f13b0Ca9rpnPu85z79Z6NMMXJ/lGsHBzFycFQrOwvxcrBUJwcHMXKwSlpsbJ6MAPOuVRgOdAV2ADMBQZ7nrck1IUlIedcHaCO53kLnHOVgPnAD4CBwH7P8x4Kc33JzjmXCbT2PG/7Cff9Hdjped5fcz70VfM8756w1pjMcv4u2Ai0BW5C79kic86lA/uBlzzPOzfnvjzfo865lsAooA1QF5gMNPM8Lyuk5UdaPq9tN+Ajz/OOO+f+BpDz2p4JvJt7nOQvn9f1D+Tx86/3bNHk9dp+7/GHgT2e5/1R79noUpzsL8XKwVGcHDzFysWnWDkYipODo1g5OCUtVlYFs2kDrPQ8b7XneUeB14B+Ia8pKXmet9nzvAU5v98HLAXqhbuqEq8f8GLO71/EPqRIfDoDqzzPWxv2QpKV53mfADu/d3d+79F+wGue5x3xPG8NsBL7+1jykNdr63neh57nHc/54yygfsIXluTyec/mR+/ZIijotXXOOSyhNiqhi5J4KE72kWLlhFOc7C/FysWkWDkYipODo1g5OCUtVlaC2dQD1p/w5w0o0Cu2nG9YLgJm59x1Z872lOe0PS1uHvChc26+c+62nPtqe563GexDC1ArtNUlv0F89y9wvWf9kd97VH/3+utmYOIJf27knFvonJvmnGsf1qKSWF4//3rP+qc9sMXzvBUn3Kf3bDTpfR8Qxcq+U5wcPMXKwVCsHDzFyf5TrByspIuVlWA2Lo/71DukGJxzFYGxwE89z9sLPA6cBVwIbAYeDm91Se1yz/NaAT2BO3K2VIgPnHNlgL7A6zl36T0bPP3d6xPn3H3AceCVnLs2A2d4nncRcDfwqnOucljrS0L5/fzrPeufwXw3SaH3bHTpfR8AxcqBUJwcIMXKodDfvz5QnBwIxcrBS7pYWQlmswFocMKf6wObQlpL0nPOlcYC5lc8zxsH4HneFs/zsjzPywaeRtsk4uJ53qac263Am9jruCWnn19uX7+t4a0wqfUEFnietwX0nvVZfu9R/d3rA+fcMKAPMMTLGayQsy1tR87v5wOrgGbhrTK5FPDzr/esD5xzpYBrgNG59+k9G2l63/tMsXIwFCcHTrFycBQrB0RxcjAUKwcrWWNlJZjNXKCpc65Rzjezg4C3Q15TUsrpE/MssNTzvEdOuL/OCYddDWR8/7lSMOdchZxhMDjnKgDdsNfxbWBYzmHDgPHhrDDpfecbQr1nfZXfe/RtYJBzrqxzrhHQFJgTwvqSlnOuB3AP0NfzvIMn3F8zZxAPzrnG2Gu7OpxVJp8Cfv71nvVHF2CZ53kbcu/QezbSFCf7SLFyMBQnJ4Ri5eAoVg6A4uTgKFYOXFLGyqXCXkAU5EwVvRP4AEgFnvM8b3HIy0pWlwNDgUXOuc9z7vsNMNg5dyG2PSITuD2MxSW52sCb9rmEUsCrnue975ybC4xxzt0CrAOuDXGNSck5Vx7oynffl3/Xe7bonHOjgI7Aac65DcDvgb+Sx3vU87zFzrkxwBJs29odmjCcv3xe23uBssCknL8bZnmeNwJIB/7onDsOZAEjPM+LdTjHKSWf17VjXj//es8WTV6vred5z3JyD0/QezayFCf7TrFyMBQnB0ixsn8UKwdDcXJwFCsHp6TFyi5nl4CIiIiIiIiIiIiISJGoRYaIiIiIiIiIiIiIxEUJZhERERERERERERGJixLMIiIiIiIiIiIiIhIXJZhFREREREREREREJC5KMIuIiIiIiIiIiIhIXJRgFhEREREREREREZG4KMEsIiIiIiIiIiIiInH5/6yanOXLezmSAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "query_red = pd.read_pickle(\"dataset/31_1_yankov2_red.pkl\")\n", + "cand_blue = pd.read_pickle(\"dataset/31_1_yankov2_blue.pkl\")\n", + "x_red = np.arange(len(query_red))\n", + "cand_blue_ = cand_blue[:len(query_red)]\n", + "\n", + "# uniform scaling\n", + "fitted_curve = interpolate.PchipInterpolator(x_red, query_red)\n", + "x_dummy = np.arange(0, len(query_red), 1/1.08)\n", + "\n", + "query_red_s = fitted_curve(x_dummy)\n", + "x_red_s = np.arange(len(query_red_s))\n", + "cand_blue_s = cand_blue[:len(query_red_s)]\n", + "\n", + "# plot\n", + "_, axes = plt.subplots(1, 2, tight_layout=True)\n", + "fontd_ = {\"family\" : \"Georgia\"}\n", + "\n", + "axes[0].plot(query_red, color=\"red\")\n", + "axes[0].plot(cand_blue, color=\"blue\")\n", + "axes[0].fill_between(x_red, query_red, cand_blue_,\n", + " facecolor='white', hatch=\"|\", interpolate=True)\n", + "axes[0].text(104, 1.30, \"Q\", fontsize=48, fontdict=fontd_)\n", + "axes[0].text(155, 1.30, \"C\", fontsize=48, fontdict=fontd_)\n", + "\n", + "axes[1].plot(query_red_s, color=\"red\")\n", + "axes[1].plot(cand_blue, color=\"blue\")\n", + "axes[1].fill_between(x_red_s, query_red_s, cand_blue_s,\n", + " facecolor='white', hatch=\"|\", interpolate=True)\n", + "axes[1].text(104, 1.30, \"Q\", fontsize=48, fontdict=fontd_)\n", + "axes[1].text(155, 1.30, \"C\", fontsize=48, fontdict=fontd_)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The uniform scaling distance $d_{u}(Q, C)$ is defined as optimal squared Euclidean distance between some prefix of $C$ with length $s >= m_{q}$ \n", + "and query scaled to the size of that prefix. Or more formally:\n", + "\n", + "\\begin{align}\n", + " d_{u}(Q, C) ={}&\n", + " \\min _{m_{q} \\leq {s} \\leq m_{c}}{\n", + " \\sum_{i=1}^{s} ( q^s_{i} - c_{i})^2\n", + " }\n", + "\n", + "\\end{align}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Uniform scaling\n", + "\n", + "A random walk time series with two exemplars from the MALLAT dataset. \n", + "With the second half linearly stretched by **6%**, This causes the top-motif to change to snippets of random walk." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "data = pd.read_pickle(\"dataset/31_1_MALLAT.pkl\")\n", + "strech_div = 5000\n", + "strech_ratio = 1.06\n", + "w_ = 1024\n", + "\n", + "data_sepA = data[:-strech_div]\n", + "data_sepB = data[-strech_div:]\n", + "\n", + "x_B = np.arange(len(data_sepB))\n", + "fitted_curve = interpolate.PchipInterpolator(x_B, data_sepB)\n", + "x_dummy = np.arange(0, len(x_B), 1/strech_ratio)\n", + "data_sepB_s = fitted_curve(x_dummy)\n", + "data_streched = np.hstack([data_sepA, data_sepB_s])\n", + "\n", + "fig, axs = plt.subplots(2, 1)\n", + "axs[0].plot(data, color=\"gray\")\n", + "axs[0].axvline(len(data)-strech_div, color=\"red\")\n", + "axs[0].axvline(len(data), color=\"red\")\n", + "axs[0].text(len(data)-900, 0, \"100%\", color=\"red\", fontsize=30)\n", + "axs[0].set_xlim(0, len(data_streched)+100)\n", + "axs[1].plot(data_streched, color=\"gray\")\n", + "axs[1].axvline(len(data_streched)-strech_div*strech_ratio, color=\"blue\")\n", + "axs[1].axvline(len(data_streched), color=\"blue\")\n", + "axs[1].text(len(data_streched)-900, 0, \"106%\", color=\"blue\", fontsize=30)\n", + "axs[1].set_xlim(0, len(data_streched)+100)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Top plot: The color highlighting indicates the top-1 motif \n", + "Bottom plot: the matrix profile corresponding to the random walk time series. \n", + "The minimum values (grey line) correspond to the top-1 motif in the time series." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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AIBgrhYWF6PV60tPTAcYtAh3nuHs5pToFgMrUSvc2i85CV1iXl9vlahWB+uhzL+usOveyfkDvd3xnRCcAc+s8Qdxf8RXykCx/gUAwFSjTO2IGRaDW6Gj3NptGQ0dkJDGKoNNChnbbuJr4UrH8vdde4+/+7d/c620+Y7VWK81xcVh0Ove6CyECCaaKkpISOjs7ufHGG1GpZs+jUXR0NPPnz+f06dN0d3cD0N3dzSuvvEJFRQW7d+/mRz/6EX/5l3/JP/7jP/LQQw9hsVj405/+xIkTJ/zee5nNZvexZht2u51PPvmEuLg4rrvuOq/PVqxYwZw5c9i/fz/19b7RtAKBYLzMniudQCC44rHZbBQWFrJgwQLUamcuzXhEIBmZoxx1r6dUpWDVWGmY6/1Wy7dDWBtttNDCZHmd19nJTrLI4g7u4CQnJ33MyTCcE0hv9i8CSbLzzWVaVZp7WxttfruHCQSCwOPrBLKrVHRGRHiNaY2J8RKBeoBAvbfvAn4PPAr8DczwFcyJ8uozr6ICAGmYvwkamw2rVotN67zeKYOhRTmYYKq4fPkywcHBLFiwYKanMoQdO3ZgsVg4cOAADQ0NvPTSS9TW1rJr1y5WrFgBQHBwMJIkkZ6eztNPP01mZiZffvkln3zyCRaLha6uLurr6zlz5gy//vWv+dWvfkVBwewrFc/NzaWrq4ubb74ZrVbr9ZkkSdx3330YDAZeffVVGhsbZ2iWAsHVgWamJyAQCK4e8vPz6e/vd9+YwNhFIAcOfsyPaaLJvS2lJoW6xDp3KLSL1phWZ6t0GRh0bBdSSCyxTJSf83N+wS/c64UU8hEf8Qqv8AAPTPi4k0HpBNJaPDdEQf1BfsdrbM5LekxrDCqHCofKWTufTz4ppEzhTAUCgQyUKNaj29roiIzEofYOcm+Njia9ogJJlpEHS04KgblMjgJgO1Cn2PbvwF8D/3eSxw40wSYTfUbjkO1aqxWrVovVJQIJJ5BgirFYLBQXF7NixQr3y6vZRGxsLJs3b+bIkSPk5+cTHBzMgw8+yLx58/yODwoK4q677uLgwYOcOHGCixcvYrfb3fdh0dHR6HQ63n77bXbu3Mn69eun8+sMiyzLnD59mpiYGDIyMvyOCQ8P56GHHuKll17ipZde4r777iM1NXWaZyoQXB0IEUggEASM0tJSQkJCvG5OxioC/Qv/wu/4nXtdZ9GR0JDA8c3Hh4xtjWlFb9ET2hNKT5gzMLGQQq7n+gnN+yQnvQQgJU/zNDdzM3OY/i4hwzmBNp7aSPGiYmwa765rrq5hGruG8K5wOiKdUazCCSQQTD3NeAsVUe3ttEdFDRnXGhOD1mYjvKvL7RIqBG6axLkHgDvwFoBc/DuwBrhrEsefKMP1hQzp6RlWBLJpNEIEEkwbJSUl2Gw2lixZMtNTGZYtW7ag1+tpampi27ZthISEjDhekiRuvvlmFi1axIULF9Dr9SQlJWG321m6dCkWi4V3332Xzz77DIPBwPLlywGnIFZXV0dKSsq0C2I1NTU0NDRw++23j5jHFBUVxSOPPMIrr7zC3r17efLJJwkLCxt2fH9/PwcPHqShoYH09HQ2b96MweA/V1EguJYQIpBAIAgYNTU1JCcne/0BH4sIVEop/8Q/eW1LrE1EJauoSqkaMl7ZIcwlAk2mC9b/8D/u5fDOcFaeX8nxzcexaW300ssXfMGDPDjh408UfyLQkRuOcOPRG5lfOp+iTO9IWbVdTV9wH0aTkeC+YLcI1Ipo1igQTDW+V6qIzk6qU4Y68FoHg6JjWlu9RKDJ8DpQqlhfWFREQ0ICPYMPR39kZkSgoT2NnIT29io8nx7cTiCN8/ZUdAcTTIbu7m4aGhpYuHDhsMJCXl4eISEhpPj5tzpbkCSJDRs2jHu/5ORkd7iyEr1ez1133cXrr7/O/v37SUhIwG638+qrr2IymVi8eDF33313IKY+Zs6ePYvBYCA7O3vUsREREdx7770899xzPPfcc8TFxdHU1IRKpUKlUpGens6OHTtob2/npZdewmw2ExcXx4kTJ+js7OSuu2biaigQzC6ECCQQCAJCZ2cnnZ2dQ6zFYxGBXuIl7DhLvgxmAw+9/BBzG5zFEbVJtUPGu1rGx7bGUjHPmTExmXDogxx0L+88sJOswiyqU6spn1cOzFyHLX/B0N+s+4Ybj95IVMdQh4HarqYntMcpApmC3dsDkZckEAhGRikC6c1mDAMDdIaHDxmnFIFKB8seJtsh7LRiOb2igvvffJNLy5ax7zvfAeAbvKpnp43h4mdD/LS8RpadmUDCCSSYJAMDAxw/fpzjx51O4g0bNhAfH09vby/p6ekkJiYC0NvbS1FREevWrZtVgdDTgU6n49vf/jZ//OMf+dOf/oQsyxiNRhYvXkx+fj6lpaXDlmUFGpvNRlFREUuXLkWn042+AxAXF8eDDz7IG2+8QUtLC2lpaahUKiwWCzk5OZSVlTEwMIBOp+Puu+9m3rx5HD58mK+++opNmzYxd+5kC3DHhizLs6LTnEDgixCBBAJBQKisrARwdwVzMRYR6Cu+ci+vuLDCLQCdWn+KAcPAkPG9Ib2Y9WavcOiJOoFs2Gim2b2eWuWsL1fm7syUk8bXCWRT2+gP6schOfzmAmlsGrrDupnTNAejyVNqIUQggWDqqVYsR3R1AdDlEwoNYAoOxhQUNKRDmItS4DjOsOi1wGZgtOKFZsVy9OBx0wdDmAE6gQ5gqHQ8tfhKPRatFp3VSmhv75CxarsdlSyLTCDBpGhtbeX111+no6ODrKwszGYzp06dcn8uSRKrVq3itttu49KlSzgcDlavXj2DM545wsPDeeKJJ/jss89Qq9Vs376dkJAQqqqquHDhwrSJQGVlZVgsFrKyssa1X1JSEj/72c9QqVReQktFRQWffvoper2ee++9l6jBstyNGzdy7tw53nvvPZ566qkpLXkrKCjgyy+/pKenh/T0dLKysli+fLkQhASzBiECCQSCgFBWVobRaCQuLs5r+2gikIzMZS671xMaEugO7eYXP/PO6Mkgg1JXwYM0tENYFVWYMBFMMONB6bYB3GHKBrPnsauXoQ8s04FvMLRVa0WWZAb0A17zc6G2q+kJcT52BZk8IlEHHVM/WYHgGkfpBAofFIH8OYGQpCEdwqqBXwA/93Pc5cAHwEjxp1bFsqujln7AW0BvYuZFIJXDeX1NrKtDZbd7hWa75m0T3cEEE8Rms7F3717MZjP33XcfCxcuBHCXCgUFBfHJJ59w7tw5d8esuXPnEhMTM8qRr17Cw8O59957vbYtWrSI3NxcbDYbGs3UPyoWFBRgMBiGvEQcC/6EnPT0dH74wx8O2W4wGLj99tt5++23KSwsnLIcqI6ODt577z2Cg4NZvHgxZWVlFBcXA3g1ThEIZpJry/soEAimBIfDQVlZGRkZGUPecowmAtVT7yVSxDXH0RzXPGTcq7xKDJ4bNV8RSEbmKZ7iGZ7hFV7hUz71ctIMR4/PY4osOeeqFFk66Rz1OFOBrxPIorMA0B/UP6wIZAo24ZAcXp8LEUggmHoqFcvhnZ2AfycQODuERbe1eW3zJwABXATuxFnONRxKgcSVo6OzWr1asfvL4JlqlOVgapsNjd1Z9ptZVMSWY8e8xrpcP1aNBptajYxwAgnGx/nz52lubmb37t0sWrQISZKQJIk5c+YQFxdHaGgo9957L+vXr6e0tBSTycTKlStnetqzjkWLFmGxWKiqGprJGGjsdjuFhYVkZmZOSxh1ZmYmkZGRnDhxArvdPvoOE+Ds2bPY7XYeeeQR9uzZw09/+lNSUlL45JNPqK+vn5JzCgTjRYhAAoFg0rS0tNDf3+/3Lc5oIpDSBaRyqIhtiaUpzvtx5SxnWc96svBYhVtjWgnrCUM/oHdve4VX+Ak/4SEe4jZuI4oofsNvRpy7r8tHkp0ilqF/5kUUpQiks+qwap0PRGaDeYgIJMkSaocam8Y2xCk0UyKWQHAtoUwOi25rw6LV+u2ABc5coNDeXgxms9/Pg/r7mdPQ4F4/Bxwe4dxKEUjpngnq93zSOML+U4VSYtdbnCL2pzt30hYV5eWEAo94ZdVqQZKwarVCBBKMGVmWOXv2LAkJCW4HkD8kSWLnzp089dRTbN26VYhAfkhPT0ej0bjdK1PJxYsXGRgYYOnSpVN+LnD+99+6dSsNDQ0cPjzSVXVi2Gw2Ll++zPz58wkfdIKqVCruvvtugoOD2bdvH1ardZSjCARTjxCBBALBpKmpcbYg99eFQpIkHIMlAP5QikBRbVFo7Bqa4z1OoLu4i9U46/UzyXRvV3YIG44BBvgxP+YVXhl2jK8TSGdxhhIqg5VnKhPIqxzMqnWLQAP6AS/xC0Btc75Bs2vs9Af1E2QW5WACwXTRC5Qr1uNaWmiOi0NWOCO/o/jcFQ4d7SOEJNTXs+L8ef76P/6Dp559lrgmjyB+fITz+3MCAYQosndmwgnUpVh2lacN6PWYDYYh5WouwcdVCiZEIMF4qK2tpbm5mdWrV48pdyU+Pp4tW7ZMeyv0KwGtVktycjLV1dWjDx4j7e3tPPfcc/z617+mvb0dcAp3J0+eZM6cOcybNy9g5xqNZcuWsWLFCr7++muKioooKCjghRde4PXXX5+0U6ewsJCenp4hTVJCQkLYvXs3bW1tHDx4cJi9BYLpQ4hAAoFg0tTW1hIcHExkZOSQz1Qq1ZidQHHNzjwhpRNoGcvcy15OoFjnw1NMi/NhKrQ7lPBO51uXkJ4QNDZPHfvv+N2w51c6gSRZcnfhCukLcW9vpBF5xGKMwCMjDykHc4lANo3N6/uBsxQMwKa2DXEKCSeQQDC15Pusxzc10azIR4sFtig+V3YIc5FWWckP/vhH9nz4oXubsmRsJBHHywmkEE6MChFoJpxAXiLQoOvJbDAwoNcPFYEGHUyuUGjfMZ1TOlPBlc65c+fQ6XTT5ii52klJSaGpqQmTafLyqyurqampic7OTl577TVMJhOlpaW0trayYcOGaQ9M3rlzJzExMbz55pu8/fbbdHV10dDQwHPPPcfFixcnfNxLly4RFhbmV9SaN28eq1ev5syZMzQonJ4CwUwggqEFAsGkqampITk52e8f8dHKwZRdveKb43FIDrfAA8OLQB2RHdjUNuJa4ggyBfHzX/6cfkM/Jzee5KbDN1GeXs7LD70MwElO0kMPoYQOOb9SBNJatO7lkF6PCGTCRC+9fvefKgYYwIHHQaXMBLJpbGitWq/x4d3h7s98RaB++hlgAD3e7iGBQBAYLiuWjX19GE0mLxFoGSh8jNAZGYldpfISgRbneQrKihcsYGFJCUbFA9hIPf6GKwcLVuw/E37ATsWywUcEMvZ5h/IrM4HA2UVNOf82ZqbNvWD2Y7VaycvLY/ny5ej14u9cIFiwYAFHjx6lpKSE5cuXT+pYZ86cobGxkXvvvRej0chLL73E3r17sVqthIaGzohwp9frefTRRyksLESj0bBw4UK3WPXhhx8iy/K4u3mZzWZKS0vZuHHjsPtt3bqVkpISXn/9dX7wgx8QEhLid5xAMNUIJ5BAIJgULS0ttLe3D9vVYTQRqIYa93JEZwRd4V3YNJ6HmMUsdi8vxXOj4FA5aIltIa45jutOXAdAkDmImw7fBEBkh7crabiSLmU5mKsUDLxFIHC6gaYT31BrpQhk1VqHOIFWnF+BQ3JQNr/Mb2aQcAMJBFOHUgRylXA1jSACOVQq2qKjiWtxSjt6s5mleXnUJyRQvGABx68bvKYpRJD2Ec7vVQ5ms2EZdNO4cnhgaKeu6aBTsewWgfR6LDodOsXcwCcTCOgPCvLKNLKCTy9HgcBJaWkpNpttyro9XYvMnTuXkJAQSkpKJnWc3t5eDh48SEZGBpmZmSQnJ3PbbbdRWVlJXV0dmzdvnrGSPIPBwIoVK1i6dCk6nY7g4GDuvfdeUlJS+OCDD/jFL37Bxx9/jMXnWjUc9fX1yLLM/Pnzhx1jNBq5//776e/v55NPPhnx/lggmEqEE0ggEEyKvMG314sXL/b7+Ugi0AADNCmKHMK7wukO6/Yak0KKezmRRCKIcAsajXMaySzMJLQnlLaoNqLbowHoCuvyEnRgaCt4F92K/jV6i/MNYndoN8Y+o9dr50YaWcACv8eYCnznq7N4gqFtap9yMBmyCrMozSilI6pjWBEonvgpn7dAcC1SoFiOa3ZmmimdQEuBZCAE3N7DhoQE5pWXgyyzOD+f4P5+Xv/ud6lNTgZZxiFJXqVdI7VIV0rGWquVPqMRXWcnOkU5Ve/Q3aacTsWy0gnkTwTyzQTqDwoa0kGtHefPUCBQUlhYSFBQEKmpqTM9lasGSZJYsGAB+fn52O32CQs1ly5dwm63c8stt7i3rVq1isTERBwOBwkJCYGackAwGAw88MAD5Obmkp+fz7lz56irq2P79u2j5hbV1dUBTgFtJOLj47npppv44osvOHv2LGvXrg3Y/AWCsSKcQAKBYMLIskxubi6pqamEhvovlRpJBKrHO4AvrDvMSwSKJpogPAHHEhIb2OBeL15QTJA5iDlNc7i07BLHNx2nPqGekowSd0aOCwv+3+S04XnICDI5z9US24LGrvESUpoZ2rZ+KvE9X1B/EGaD8yHKpvUWgRIaE4jsjKQgy/ko2m/oJ6g/yGt/EQ4tEEwdylDo6PZ2zHq9V2ewJThvuNYpxtUmJRHa20t4VxdpVVX0Go3UJiU5PxxndyzfTCBTsDPYXjfDTiBlJpBhUJByiUCjZQL5OoEAvCUhgcDZYry4uJiFCxeiUonHmkAyf/58BgYGaGycmBPaZrNx4sQJ0tLSiI2N9fosPj5+1glALtRqNcuXL+e73/0u99xzD62trbz22muj5vhUVlYSGxuLwWAYcRzAxo0bycjI4MCBAxP++U4nsiyTl5fHq6++yptvvsnhw4c5cuQIBQUFdHZ2io5nVyDiaikQCCZMQ0MDbW1tI9ZzjyQCKUvBkIeKQMkM7Ta2i13u5dKMUvdyZXolX27/kmeffBZzkHnMIpCyTMzVEawtyvmooeywNd3lVHXUuZe1Vi1B5iC6Q50/G6vG6pUJlFTrfHAsm18GOFvIa21ad8cwEOVgAsFUYQeqFOsRnZ10REaCIhPCVRywQTHOJfgk1daSVFtLTXKy1z5jFYGsg3NwobHZGNDrsWo0M14OpizCNQwKOgN6Pb1GIxq7nTs+/BDNoPjjmwnUHxREkNmMpOguOVJJnODapLKyErPZTGZm5uiDBePC1fG1trZ2QvufPXsWk8nE9ddfH8hpTStZWVn89Kc/xWg0snfvXgZ8xGsXVquVqqqqEUvBlEiSxLe//W0MBgMfffTRiF10fXE4HDQ1NU2r8HL69Gneeecdamtrqa+v56uvvuLo0aO8/fbbPPPMM/z7v/8777zzzrA/H8HsQ5SDCQSCCXPp0iXUavWIdfgjiUC1eG4sgk3BaOwaLxEoiaQh+3yH7/ATfoING1adlYM3HWRVzipqEz3HsqvtkxKB2qOdjxqGfgMMRgtNt5NG6ZIK7XG6rHrCnI9x7u5gg+VqrtK3foPzIcvlGDKYDfSFOMvKpmv+rmwGcUMuuFaoxynEuIjo7KQtOtq9HoyzOxh4i0BNcXFYNRoWlpQQ3d5OzsqVXse1arVeIc/DiUC+/7INZjNt0dFDSq5mohysQrEc3t1NT0gIskrFuTVriG5vZ825c1Skp3N52bIhmUCmIKcIH2Q2u51Nwgkk8KWwsBCtVjvmh2/B2AkLCyMsLIza2tohLc9Ho7+/nyNHjpCcnDxsZuSVQnBwMHfddRcvvPACp06d4oYbbhgypqKiArvdTkZGxriOu2PHDvbt28eZM2fG9DM2mUzs27ePsrIyoqOjuf/++4mKihrX9xkv3d3d7lyn++67D5VK5RZ7GhsbaW9vp7a2lvPnz1NZWckNN9zA6tWrhTNvliP+6wgEggkhyzL5+flkZGQQFBQ07DhXhwR/QpDSCeTqbtUV5ikg8OcESiCBe7nXvX7s+mM88/97BrvG8y7crrajklWoHJ5L3FjKwdwiUJRTBFI6gaZbBFI6gUK7B0Wg0EERSGtDQnILXa6uZjat84HRHOQRgVxMhxOopKSE1157jbfeemvCbw4FgisNpdCBLBPR2UlnRIR7UxqejlbKW3yHWk393Lksv3QJ8DiDXIzVCeTbOt7Y10ef0ThEBJpuJ5AJUBZPRLW30z74sGLR6fhy2zbA2cZeZbez5dgxwDsTCPAqCRMi0NRhs9moqqoalyNhprFareTm5rJw4UK0Wu3oOwjGTVJS0oR+L06dOsXAwAC33377tLd/nwpSUlJYtGiR+3v5UlxcjFarHXcu1dKlS8nIyODgwYM0Nflezb2x2+289dZbVFRUsG7dOnp7e3n33XenPFz68OHDyLLMbbfdhlqtRpIkDAYDBoOBtLQ0Vq1axR133MFjjz1GTEwM+/fv57XXXqO/f6QkO8FMI0QggUAwIfLy8ujp6SE7O3vEcSOJQEonUFh3GMCoTiCAf+ffiUVRX+5zf2FXOwUhpRtoOBFIKe4YzAYckoOu8C73ur9x04E/J5CrHMzVPc2VC6Sz6rBoLciS82fscgJNp4glyzIfffQRkZFO61Rubu6Unk8gmC1UKpaNfX3orFY6FCKQ8h14HKCMFq1QvCFv8MnHsKvVqO0ecXs4478yPUxyOAg2mfyKQNPdWctXBvYVx1xij8ZmY2luLsbBTmi2wQDa/kH3j2+beMHU8M477/Diiy/yxRdfzPRUxkxJSQlms5nVq1fP9FSuWpYsWUJPTw/FxcVj3qe+vp6TJ0+SlZVFfPzV05Bi8+bNmM1mcnJyvLbLskxJSQnz5s1DoxlfkY0kSezevRuNRsOnn36K3W4fduzXX39NdXU1e/bs4dZbb2Xnzp3U19e7G7RMBb29vVy6dInVq1e77++GIykpie9///vs2rWLyspK9u7de0WJytcaQgQSCATjxm63c+jQIeLj48nKyhpx7FidQGFdQ0Ugf04gcHYJ+4iPWMUq//MbhwikdMgYzAbMBrO7rMrQP71OGiX+RKDeUGdBh1XjfBzU2pwPUVqL1t05DDxlYdPpBGpubqanp4frr7+ejIwMvvnmmysi7FAgmCxliuXIzk4AOhU3y76FENsVy+dWrWJAp6MgMxOLXu81zqFSoVLcQA8nAinfHQebTEhArx8RaLrLwRSJb0gOB6E9PXSFhbm3ucQerc1GdLsi7Wfwb0afSwTq88hXLVM33Wua8vJyioqKAKeDYzRHwmyhvLwcnU5HSkrK6IMFEyIzM5OwsDDOnDkzpvG9vb288cYbGAwGbr755ime3fSSlJREamoqJ0+exKYo1W1sbKS7u5tFixZN6LghISFs376dqqoqXnjhBd555x2eeeYZXnjhBQ4fPkx1dTVVVVUcPXqUrKwsli1bBkB2djbx8fEcOnRoRPFoMhQVFeFwOFi1yv/9ti+SJLF69Wp27dpFRUUF77///pQ7lQQTY0wikCRJOyVJKpIkqVSSpL8ZZsyNkiRdkCQpT5Kko4GdpkAgmE3k5OTQ0dHBzTffPKrNdzxOILvK7s6wgeGdQADrWc9ZzpJLLmc4ww52uD+bsAg04BSBXOVUMxkM3a6IQDWajNhVdsz6we5gLieQ1eMEUopAykwgF1M9/8LCQsDZTeSOO+5ApVJx/vz5KT2nQDAbUP6Wx7Q4ZYo2RUaDrwj0pGK5JyyM//zLv+Ste+4ZctyxOoGUj+vGQcGkz2gcUk5mg2GuglOD0gkU0teHSpbpVohASBJWjQaN1UrQoNunWdFByDTYXc2ocAIJEWhq+PLLL4mMjORnP/sZBoOBr776aqanNCoOh4PCwkLmz58/4fblgtFRqVSsWbOG8vJyiouL6esb2VO4f/9+zGbztGTVzASbN2+mp6eHS4NlvAAFBQVIksTChQsnfNyVK1eyZ88eGhoayMvLIyoqCovFwldffcULL7zAiy++SGhoKLt2eZqjqFQqbr75Zjo6Ojh79uykvtdwlJWVERYWRlxc3Lj2W7lyJddffz2XL192C8yC2cWonjVJktTAb3C+vKoFzkiS9KEsy/mKMRHAb4GdsixXS5I0vt8UgUBwRXDu3Dna2to4deoUKSkpYwpiHLMTqCeMntAed0kTDO8Ech8biSU4Q6ljiHFv9ycCDeC/Y4FSHAnqD6I/qN8tqLhEFgDTiA2aA49XmVq/gf6gfnfZmyv7x1UOprVqseg8j3duEah/esrZHA4H58+fZ968eYQNPuQtWrSI3NxcduzYIcIBBVc1ylvvuQ0NDOh0tCuCoX0LZlcBPwb+d3DdNkz5gK8TyI47C94LZTlYiEsECgnBotN5lVKB0w00XY9lSidQWJezxLY7PNxrjE2jQWOzEdzfT2t0NL/94Q/dn/lzAjUjCDStra00NDSwc+dOQkNDyc7O5ty5cwwMDKD3cafNJioqKujr6xuxO6kgMKxatYqvvvqKN954g/DwcB577DFCQ0OHjDOZTBQWFrJx40bmzJkzAzOdeubPn09CQgInTpxgxYoVyLLsvv8xDgrXE2X58uXuTKGIwdJZk8lEWVkZ3d3dZGdnEzx4XVTOJy0tjePHj7NmzZqACqJ2u53y8nKWLFkyoVynG2+8kcuXL3Py5EnRLGQWMpY783VAqSzL5bIsW4A3gd0+Y+4H9smyXA0gy7L4Oy0QXGXk5eXx8ccfc/LkSWRZZvv27WP6ozCcCDTAAM2KW/rwrnB3Fo+LRBLHPD8dOveyTe0USZQt0v05gcyD/3PhKgeTJRmb2uYut3KNnU6Uok2QOcgt7IDHCeSan87i4wSa5mDo8vJyurq6vOzCixcvxmQyiYBowVVNPd7hx3Pr66mfOxdZcW30l1byX8CjgDLK1reQwNcJBP7dQMM5gXzLwWB6c4GU8wrtccZSd/s8ONo0GrQ2G8Emk7sDmPszrRaLViucQFOMK79t8eLFgDOo1m63z/q397m5ueh0OhYsWDDTU7nqMRqNPPzww6xfv56enh4+++wzv+NOnz6NLMtXtTAnSRJbtmyhvb2dY8eOUVZWRm9vL2vXrg3I8SMiItwCEDg7iC1btozrrrvOr/AmSRIbNmygt7fX7cgOFLW1tQwMDIyr45kSlUrF+vXrqa6uFveCs5CxiECJeL/QqR3cpmQhEClJ0hFJks5JkvSQvwNJkvSkJElnJUk629Ii/pQLBFcKLS0tfPjhhyQlJfH000/zyCOPkJQ0fKmWkuFEIGX3K3CWgynzgGKIIYjhu475ohSBxloO5iuMuEQgULRhH6Sf6etyICMPCaxWikCuTKDhnEA2jQ2b2jZtwdA5OTkEBwd7vemZP38+kiRRUlIyZecVCGYaZTyoym5nTmMj9YqA5/mAvyhNPfAczlDpI8BF4DJ4XfF8nUDgXwRSvnUz9jqTf/qMRixa7YyKQN2KZYPZef0y+3SStGq1TieQyeTuBqakz2j0cjOJO8fAIssyeXl5pKamuh8wk5KSCAsLm9Kw2cnS19dHfn4+mZmZoivYNJGYmMjOnTvZtGkT+fn5NDd7v+/v6+vjxIkTLF26lASfkPurjUWLFrFs2TKOHDnCp59+il6vn7BQEggWLFhAVFQUR48e9coqmiylpaVIkkR6um9R89hZuXIlBoOBkydPBmxegsAwFhHI36t+37oODc6XXbcDO4D/I0nSkMJIWZaflWV5jSzLa2IVdd8CgWB2YLfb/ZZtffnll6jVau6++27i4uLGFcLoKgXyPa4yDwh5UAQKHb0z2HBMiQikKAebTidQL73Y8TgADObBcrBBrDrno6BuwPmdfZ1AAP1B/QFzAuXm5g654XNhNpspLi5m2bJlXjZkg8FAamoq+fn5IhRQcNVSqliOam9HY7fTpCiDGK1n0VzgBpwlY1q8nUFjdQIpO2YFm0w4JIl+gwGrTueVCQTTGw6tFIH0g2LUgE7nNcZVDuZqa++LKTjY7W4CaGXoDahg4jQ3N9Pa2url3JAkiSVLllBaWjpqi+ejR4/yL//yL/zud7/jv/7rvzh37txUTxmATz75BLvdzsaNG6flfAIPGzduRKvVcurUKa/t58+fx263s2XLlhma2fQhSRI333wzer2erq4uNm/ePKO5VCqVih07dtDS0sKXX34ZsOOWlpaSnJyMwWAYffAw6PV6Vq9eTUFBAR0d09tlVzAyYxGBasErmCMJFG1rPGM+k2W5T5blVuArYHlgpigQCKaDvLw8/vVf/5U//vGPdA52uAFnp4fS0lJWrFjhznsZD8M5gZQiULApGI1dQ3f46J3BhiPQIpBVa0VjnxknkK9rJ6jfuxysN8T5KBfa63xzq7PoGNB7Zx6ZDeaAtLi/cOEC7777Lr/73e+orKzEZrPx4Ycf8sILL9DY2EhxcTF2u92v/XvlypW0t7dTXV09oXMLBLOdcsVy5OANbruiM9jIvROHokwHGqsTSNFXiyCz2emokSRPOZji2jtTTiD9gPP65NsBzabRoLNYCOntpcdPqYOvE8gKdA0ZJZgoubm5SJI0pMvn0qVL3cHLw1FdXc2RI0eIiIggLCwMrVbL/v37qa/3fUQILDk5ORQUFHDDDTdctbkzs5ng4GCysrIoKChwu05cuTgpKSlcKy/5w8LC+Ku/+iv+4R/+gc2bN8/0dFi4cCHr1q3j9OnTHDx4kLKyskm1Z+/t7aWxsTEgDqd169YhyzIXL16c9LEEgWPUYGjgDLBAkqR0oA64D2cGkJIPgP+VJEkD6ID1wC8DOVGBQODEbDZTXV1NcXExzc3N7N69m2hFCOlEsNlsfPHFFxgMBjo6OnjxxRe56667SEpK4uDBgwCsXj3aO23/DCcCKUOhw7udYaHKcrDxOoH0eB4uJiICqW1qtDbtsOVg0+kE8hVsDGaDu+074HZMuVrH6wf0DOhGFoE66URGRvJr7vRPRUUFn3zyCTExMTgcDl5++WVCQ0Pp7u5GkiTefvtttFotRqORxMSh+U2uThkVFRXusEOB4GrCnwjUoRCB5o3zeKM5gfwZ/ZVXi6D+fsyDb20tOh0Szhbs1sGSmRlzAg0MYNVosPu8Lber1WSUlQH4FYFMwcHE+7QrbwEiAjzXaxGbzcb58+fJyMgYEmibkJBAZGQkeXl5rFy5csi+drudDz/8kPDwcJ544gn0ej0mk4lnn32W999/n6effnpCQbK+VFVVsX//fiRJIjExkYULF7J//37mz5/PddddN+njCybGihUruHTpEvn5+WRnZ1NTU0N7ezvXX3/9TE9tWpltTS+2b99OTU0Nx48f5/jx42RmZnLPPfdM6N9i2eB1ORAiUFhYGGlpaeTm5nLDDTcE5NogmDyjikCyLNskSfoxcABQA8/LspwnSdJTg5//XpblAkmSPgMuAQ7gT7Is507lxAWCa5G2tjaee+45L4v2oUOHuPvuuyd13JycHLq6unjggQcwGAy89dZbPP/888ydO5e6ujo2bdo0YaFpOBGoQRGnGtrtvPkPdDmY0snjTwTqVjym6AecIpLLUWPT2NBaPY9kM+UEkmTJ6VAKUgRDa210h3aTWOcUXvQDegYMQ0WgYJMnaNWBg156CWXog5Yv/f39fPrppxQVFREWFsbDDz+MJEk8//zzdHZ2snv3biIiInjzzTcZGBhgzZo1fv+oGwwG4uPjRSCg4KrFVwSyaLVeZU2TEYHG4gSS8RaBDC4nEGDRuoLjLW4RaDqdQD2KZd3AAAN+Ok0lK64NnYowVBf9QUHuPCH3uADN71onPz+fvr4+1q1bN+QzV0nYiRMn6OvrGyISuTqF3nfffe4OYsHBwWzdupX333+fsrKyST885ufns2/fPsLCwoiNjeXixYvk5OQQGhrKd77znVn3AH4tkZaWRnh4OJcuXSI7O5ucnBx0Op07XFwwM2g0Gh577DE6Ozu5fPkyR48e5cKFC36F3NEoLS3FaDQGzG23dOlSPv74YxoaGpg7d25AjimYHGNxAiHL8n5gv8+23/us/yfwn4GbmkAg8OX06dNYLBbWr19Peno6lZWVfPPNN35v0saKLMucOHGC1NRU5s2bhyRJ/OhHP+K9996jqKiIzMxMbrzxxgnPeTgRSNkZzNjnnLurzAlgDuP7w+MlAmnG5gTqUzwS6azO/S1a57jZ4gTSDehQySovJxDApWWX2HRyE+Fd4WhtWr/lYNFt3sJdBx1jEoGOHz/O5cuXyczMZMeOHe7fraeffhpZltEMtrT+yU9+Qm1t7YihgcnJyVy6dAmbzebeTyC4GnAAFYr1yM5OpwtIIYhOygmkUo2aCdSHtzsoqL/f3WXLonNlhlncwtRMZgJZfPKAfKn3EyZr1uvRWyxIDgfy4EN/95BRgvEiyzJnzpwhKiqK+fPn+x2zdOlSjh8/Tn5+vlfno/7+fo4ePUpaWprb7anc54svvuDMmTPjFoFkWcZsNmO1WikvL2f//v3Ex8dz//33YzQa6ezspKioiAULFgxpky2YXiRJYtWqVRw+fJiSkhLy8vLIzs5GN8q/ccHUo1ariY6O5oYbbqCsrIyDBw+yePFit1g7FhwOB2VlZSxcuDBgrp0lS5bw2Wefcf78eSECzRKEjC4QXCHYbDZyc3PJyspi586dLFq0iOXLl+NwOCguLp7wcWtqauju7mb16tXui71er+eee+7hqaee4p577plU943hRKAmRQPhkL4QAExGT/ZDPPHjOo/fTCBFi/gBBobsoxSBtBbnd3SFLlu1Vi8RyDb4v+lAWabm6vCldAIBXFh5AZWsIvtSNsAQEajf4B0M7Xvc4ejr6+PMmTMsW7aMe++916tVqVqt9hJyDAYDGRkZIwYiZmZmYrFYyM/PH/XcAsGVRCt4ScORHR1ebhYDjFPKHr8TqN1n3bccDECr6BA2k+Vg/pxAB7duBeCT227D5OdFhmsfveI7iEygyVNSUkJtbS3r168f9iEvLi6OmJiYIV3Cjh49Sn9/Pzt27Biyr1qtZsWKFZSUlNDT08NYkWWZd999l//4j//gl7/8JR988AHx8fHcd9997pcQERERrF+/nqioqHF+W8FUsHHjRoxGI6+//jo2m401a9bM9JQECiRJYufOnfT19XH8+PFx7VtfX09/f39AO54ZDAaysrK4fPkyVqu/dDvBdCNEIIHgCqGiooL+/n6WLVvm3hYfH4/RaKS8vHyEPUemoKAAtVo95I2eSqUiPj5+0m8BXPv7BtT5OoEGdANeHa7iiBvXebxEINWgCOTwiBNWP5GqozmBlOVgMH0lYV7t4fudD3S+TqDW6FYGdAMk1zgDtIcNhlZob2MJh75w4QJWqzVgHT7S09OJi4vj888/H7XTjEBwJdHks27s66MnJMS9nsj4b7K8RKAxdAfz/RdtMJvp9xGBlALK2B/LJ4cN79Kz4USgY1u28P/+P/8PZxROEyUDg99FrygJEyLQ5CgoKOCjjz4iOjp6xKw/V0lYVVUV3d1OSa+trY0zZ86wcuXKYctEVq5cOe4Q2LNnz5KXl8fy5cvZtWsXd911F9///vfdbesFsw+tVsumTZsAyM7Ovurbwl+JJCYmsnTpUk6fPo1JEbA/GqWlzr6X8+aN18s6MitXrmRgYGDEwHnB9CFEIIHgCqGoqAitVut1UZYkifnz51NeXj6hNtxWq5W8vDzmzZs3LqvoeBiLE8jYZ6TP6J1WERAn0DjKwXydQL7lYDAzItBwTiAkaI5rJqU6BfAjAgWZUckqdBbPz2UsTqCqqipiYmKIiYmZ4Oy9UalU3HHHHfT19XH58mVaW1sn1bFCIJgtNCuWJYeDYJOJPoUIND4Z24lvOdhoTiAvQUSWMZjNHifQ4DVdNwNOIF+hRplVNBo7Fcvmwe9gGPBc34QINDFaWlrYu3cvb7/9NkFBQXznO98Zta21q+tjTk4OAIcPH0atVrN10MHlj+joaFJSUjh//vyY7kv6+vo4cOAAGRkZ7N69m9WrV7NkyRJRPnwFsHHjRn7605+yZ8+emZ6KYBi2bNmC1Wrl66+/BqCwsJCqqqoR9yktLSUxMTHgZZdpaWlERERw/vz5gB430EzkeepKRIhAAsEVgCzLFBcXk5GRMeTGKDU1FZPJRFtb27iPm5ubS09PDxs2bAjUVIfgTwSyY6eVVve6PxEolvG1GdUqHp9cIpDK7rnEjTcTyKq1zg4nkNm/EwigLrEOw4Dzc1Ow91seV5ez8bSJdzgcVFVVBbyTV2JiIrGxsXz66af85je/4cCBAwE9vkAwEyidQMEmEypZ9gqFHp+M7cTXCTSaCKT8V6+x21HJMtZBB5A7E0ghoEyXE6jTZ10pTrnwTYVYDNQAyghTdzmY4juITKDxYzKZeP7558nPz2fTpk089dRTY8rliImJYfHixRw7doxPPvmEvLw81q9fT4hC7PTH6tWraW9vp7KyctRzXLx4Ebvdzi233CK6Bl1hSJJEWFiY+O82i4mNjXW7gd5//33eeustXnzxRc6ePet3fFNTE3V1dWRlZQV8LpIksXLlSioqKujoGN2ZPhPU1NTw7LPPjquc9UpFiEACwRVAe3s7PT09fgMcXQ/s1dXV4z7uuXPniImJGTHYd7L4E4HaaENW1CkZ+4xeodChhBLE2N4au1A6gRxq54OT0gk0WjnYWJxA0xUO7a8cbIgTCKhO8fw3b4vyFgFdIpDLSQSjO4EaGxuxWCxT0s598+bNbnfRN998Q0VFxSh7CASzG6UIFNLnvJb0BlAEGkswtPKqoLE5M8usgy8KBhTB0C6mywnU6bNuMJvdrh6AbKAOp5uqC2fVah6QBIQr9hPlYIHh9OnTmM1mnnrqKbZv3z6uzlo7duxAp9Nx9uxZFixYwObNm0fdJysrC4PBwLlz50YcJ8sy58+fJykpidjY8b34EQgEY+OWW24hODiYixcvkpaWRnp6Op988glFRUVDxp4+fRqNRsOqVaumZC7Lly8HnNEDs43KykpeffVVBgYG6Oubzl6aM4PwWgoEVwCuFtvJyclDPouKisJoNFJdXT2ui3ZjYyN1dXV+wx0DiT8RqMknTSOkN4SapBr3+nhLwcC/E0iZCTRuJ5BmdjiBXCKOPydQSUaJe1kpogH0BznHB/V7RCCl+8ofrre2aWlp45rvWMjOziY7Oxur1cpvfvMbjh07NqXio0Aw1SivYsbBG0ZlOVhAnECyDLLs7jjmKwIprwqawbBN22CQ/0xmAnUqliWHA8PAgFvQAYgY/P/+HvuVItBMloPZbDbsdvuUlUpPFxaLhW+++YbMzEzi48f/WxkWFsbjjz9OZ2enu4PoaGi1WpYvX86ZM2dG7F6al5dHa2urKCcSCKaQ0NBQHnvsMerr61m0aBE2m40XX3yRDz74gCeffNLdAKS/v5/Lly+TnZ1N0BjLd8dLeHg4GRkZ5OTksGHDhik7z3g5e/Ysn3zyCWFhYTz88MOEhYXN9JSmHOEEEgiuAGpqatDr9X7flEmSRHJyMjU1NX72HJ6cnBzUarVblZ8q/IlAylBoySERbAqmL8QjyIw3FBqGCYaejBNIOzsygQz9BhySA4tuqIhl1Vl54743eOO+N8DnvrzX6BSFjL2em+9GGkc8b1VVFVFRUVMaxqnValm9ejUVFRW0to4sSgkEsxllJpCx1/nvLdBOIAC1oiRsLE4g26ATaCYzgToVyy4Bx+xHBPKH8tZ7ppxAjY2N/PrXv+a///u/Z23ZwljJycnBbDZz3XXXTfgY0dHRzJ8/f1wvjFavXo3D4Ri27KS/v58vv/ySuLg4r4YXAoEg8ISFhZGZmYkkSWi1Wr797W9js9l46aWX3N26zpw5g81mY926dVM6lxtvvBGTycR77703K/J3amtr+fTTT0lLS+OJJ564JgQgECKQQHBFUFtbS2Ji4rA3YImJibS3t485/b+vr4+LFy+yePHiKVfhR3MCBfcHIyF5ZQJNxAnkLxh6UplAGisauwbJ4fmZz5QTyGwwe4k8q/F0dClaVETRoqGWXpczKLTXI+iMJAJNVR6QP1auXIlKpRq1VEAgmM34KwdTZgJNNhjaMRjaq1KUhI3kBNL6lIPZ1GockuSVCTQjItCggDNWEShSsezax6AQgaZakrHZbHz00Uf09PRgtVo5duzYFJ9xajl79iwpKSkkJSVN63ljY2NJT0/n0qVLXn//+/v7OXbsGO+88w49PT3s2rVrXOVpAoFg8sTExHDffffR2dnJgQMHKCgo4OTJkyxYsGBCjsHxkJiYyI4dOygpKXEHVs8ULS0tvPXWW4SHh3PPPfeMmnd2NSGuurOM/v7+WaGKCmYPFouF5ubmEW/gXJ/V1dWN6ZgXL17EYrGMqbZ/sozmBHI5VZQi0EScQMpyMH+ZQGPpDiYjY9MMvk3XOv+/0g00U8HQrtIuF8/xHAtYMOIx+oP6salthPR4/qA10DDs+ObmZgYGBqakFMyXkJAQsrKy3O3oBYIrEa9ysN5ebGq1l9Ax004gJIkBvd7LCTRd5WBKoWYyIpBNo8Gq0RDU77kGTrUI9Nlnn1FfX88999zD2rVruXjxIp2dnVN81qmhra2NtrY2lixZMiPnX7p0Ke3t7e7skY6ODv7whz9w6NAhysvLufnmm/2WuQsEgqln3rx5rF+/nnPnzvH2229jNBrZuXPn6DsGgLVr15KVlcWXX345Y0K73W5n37592O127r333llTmjZdiEygWURxcTFvvvkm69atm7Z/hILZT1VVFbIsk5KSMuyYuXPnIkkSdXV1LFgwsjgAUFBQwJw5c4iLm8i76vExqgjU5xSBXOVLEAAn0ATKwXRWnbPkatBxY9U4x2ttWneJ2HSIQDKytxOoP8gd8uxiPvO5yEX+i//iGMcYYICtbGU3u1nFYC6U5HQDKZ1AI4lArmDxkX7PAsnq1avJy8ujuLh4xh5QBILJ4CUCmUxOF5DCrRmITCAYuxPINxMInLlA+hkoB/MSgQYFnH6FCBTO8ET6rJsNBoIC6ARqbm7m7NmzxMbG0tTURHR0NJGRkeTn52O328nPz+e6664jKyuLxMREcnJyOH36NDt27JjkmaefkhJnbtxY7gumguzsbM6cOcMHH3xAT08PJ06cwGKx8OCDDxIdHU14+Ei/CQKBYKrZsWMH6enp2Gw2MjMzUavVo+8UACRJ4tvf/jYajYZDhw5hMpmm/Rr79ddf09jYyD333DPl7qfZiBCBZhGnT59GlmXOnj3L5s2brylLmmB4amtrkSRpxIdznU5HbGzsmJxAPT091NbWsnXr1kBOc1hcNu/hysFcIlAgnUBITiFoPMHQWosWq9bziOV2Almn1wnUR5+XYBXUH+TV/l2HDiNGJCT+D//Ha99en0e83pBeQno915FmmrFjR83QP/INDQ2EhIRM2015amoqRqORgoKCaRGBSkpKUKvVzJs3b8rPJbj6kfHOBArp7fUqBYNZ4ATCKQLNhBNI2asw2CUCBQe7t0WPsK+vCNQfFBSwcjCTycQbb7wxorMnPT2dm266CXDmaMyfP5+CgoIrsoV5YWEhsbGxREb6/lSnB41Gw1133cUf/vAH9u/fT1BQEPfff/+0l6YJBAL/SJLEokWLZuTcrmwijUbDqVOnWLp0KYmJidNy7uLiYo4ePcrixYvJysqalnPONoQINEswmUxUVFSQlZVFQUEBZ86cmbaH9KsZu90+bar2VNHc3Ex0dDRarXbEcYmJiRQUFCDL8og3qgUFBQDTdtEbzQkU0ucUKQIZDA3OXKAJOYEGcZWFaW2en/t0iEDttHutB/UH0RbteaSKIgrJNwV6kJDB/7nEoN6QXiI7PDf/duy00urXaWWxWDAYDNP2kKNSqVi0aBG5ubnYbDY0mqn7c1RWVsbrr78OwMaNG7nlllum7FyCa4Mu8JKVjX19XiKQHu+A47Gi/FfgGBSBxpsJNJIINF1OIKUIFDSYVdevsNqPVwRSloN1AnbwI2WPzueff05PTw8PP/wwarWaOXPmUFdXR21tLdnZ2XR0dDB37lyvjJqsrCyKi4upr6+ftgeUQNDf3091dfW0lH2PRHR0NE8//TQmk4mEhASR/yMQCNxIksSOHTsoLi7mwIEDPPLII1N+H9re3s4777xDTEwMt91225SeazYjrsTTwMDAAA7Fmzx/nDx5ElmWueGGG1i0aJE7oV0wMWw2G++//z7/+Z//SXt7++g7zGKamprGVLaVlJSE2Wwe9fsWFBQQExPjt9PYVDBaMLSxz4hdZfcqeZpsORg4RaDxBENrrd5OINeysk28cvxU0eb1+OQUgZSZQNEjPj5BAgnu5Z6QHkJ7vDt9DRcO7XA4pv3mfPHixVgsFsrKygJ+7C+//JJ3332Xjo4O3n//fSIjI5k/fz6nT5+mu7s74OcTXFs0+ayH9PbSq3DvxjGkYd+Y8FcOpnQC+d4VDCiW1X5EIN9MILOfY0wFXiLQoIBjGqMIpAWUniqzweDlBIKJdQhrbW3l0qVLrFu3jtTUVJKSktBoNKSmpnLdddcRGhpKSkrKEEF60aJFqFQq9wuUK4WKigpkWSYjI2Omp0JkZCSJiYlCABIIBEPQ6/XcdNNN1NTUUFxcPKXnstvt7N+/H0mSuP/++zH6OHivJcTVeIoZGBjgl7/8JX/4wx+wK97mKZFlmdzcXHci+5o1a+jv75+SB6Nrhf3793Px4kUGBgau6M4eFouFjo6OMYtA4CwfG46uri4qKyunNYNlLMHQfcY+ZMnz+aTLwQCHyjGuYGidReclAg3onI9XugGPuNQzDcUUSieQ5JCGBENHETXi/sqfncloIqg/yKvDma/I5MLhcEy7ay4tLQ2DwRDwh6vi4mJOnDhBbm4uv/71rzGZTNxzzz3s2rULWZb55ptvAno+wbWHlwgky0OcQBNNF/BXDjaSE0h5VdMMjrMp/h1bdDr0AwNe+0yHG0j5KiK4vx+LVotdIa6MLGV7u4F8nUAwsZKwQ4cOodPpxt0qPSgoiPT0dLfT9kqhrKwMvV5/RbmXBALBtcmKFSsIDQ3l4sWLU3qew4cPU1ZWxtatW6+ZVvDDIUSgKaayspKBgQGam5s5f/683zFtbW10dna6g/vS09On5MHoWsHhcJCXl8eKFStYt24dFy9epKdnupIQAktzs1MsGUtgWUxMDDqdjpqammHHfPHFF2g0GrKzswM2x9HwFYFkZG8RyGT0ygOCwDmBRioHs2DBpngnrrVqvcrBLHrnst6id2+bbhHIYDYgIY1LBFI6hUxBJiQkDAOeQNbhRCC73T7tb2nVajULFiygpKRkVLfkeDhx4gRRUVHceeedJCUlsWfPHubMmUNERASZmZmcO3cOi2WoKCgQjBVlHpDBbEbtcNAbYBHInxNowGe8lxNoUASy+4hAOp/f9ekQgXydQCZFHhCMLgIpr3Jmg2HSIlB7ezsFBQWsXbt2Qm9+s7KyaG9vp6nJ1wM2O5FlmbKyMtLT06/4kniBQHD1o1KpmD9/PhUVFQG9H1TS1tbGqVOnyM7OZsOGDVNyjisJIQJNMfn5+ej1eubMmeMu+fLFZX1buHAh4HwwWrRoEYWFhaIkbAK0tLRgsVhIS0tj7dq1yLLMpUuXZnpaE8IlAo3FCaRSqUhLSxvWQdbd3U1+fj7r1q0jKmpkISGQuESgvj6n0NNLr1e2jrHPWwTSoCFixAbC/vErAo0QDO1b2jXECaSfeSdQUL+zfGI8IpDyc9d+ruP4Hl/JTDiBwHndM5lMXqHmzc3NEy7Zamlpobq6mlWrVrF06VIee+wxli1b5v58w4YNmM1m8vLyJj13wbWLUgoIGby29SnKwSYqAimLN10t1ZWlUL5Xd3/lYErHjVWrRWv1FsBNTD2+IlC/T+vd8TqB9BYLKsWDwXhFoG+++QaVSsW6devGuaeTzMxMVCoVFy5cmND+001bWxtdXV3Mnz9/pqciEAgEY2LevHmYzWYaG/3HFkyWI0eOoFar2b59+5Qc/0pDiEBTyMDAgLvzzaZNm2hvb6e8vHzIuJKSEuLi4ry68ixdupSBgQF3e09wvtnp7OzEah0acCvw4HLCJCUlERMTQ1paGidPnhy2HG82U19fj06nG3Nnj/nz59PZ2UlHh+cW2WKxkJeXx5dffoksy6xZs2aqpuuX+Ph4goKC2LdvH3l5eV4uIICQ3pAhncGGCz4eCd9ysNGcQL4ikK8TyFUOpnQCdTP1WTL+RCBTkOexbTxOoP7gQRHINLoINBNOIICMjAwkSaKoqAhwZmA9++yz/OpXv+Ltt98mJyfHa7wsy3R1dQ1blnHixAk0Gg0rVqzw+3lycjJGo5GqqqqAfg/BtYVXe/hep7cmEOVgSrnfdTzX8QH+B2dnMhdKEchfOZg/EWiqk8368Q6sDjaZvEQgFaOHZnuJQH7EsPGIQGazmfPnz7N06VJCQ0NH38EPRqORxYsXc/HixVlzD2Yymbh8+TIDA77+MNwvg4QIJBAIrhRc3VunIg6lq6uLvLw8Vq9eLbpvDyJEoCmkoKAAq9XKihUryMrKIjg4mDNnzniN6e3tpbq62l0K5mLevHmEhITw9ddfux929u/fzzPPPMMzzzzj9ZAv8CY3N5eoqCi322X9+vX09fX5FeBmM7IsU1JSwrx588aclO+6gLoeqGVZ5r333uOdd97h8uXLZGRkTHur2JCQEJ588kmioqL45JNPvEKhkYc6gSZSCgbDBEM7hg+GHs0J5C4HG5jecrBWWt3Lwf3OEgpzkOfhZ7Rg6NGcQCNlAs2ECGQwGJg3b577Yeadd97BbrcTFRVFQUEBH330kVcp7fvvv8+vfvUr9u7dO+Thp6Ojg0uXLrF69ephSz4kSSIpKYnq6uop/V6CqxsvEcjlclT8zo0/1cyJ8urnOl5Ir3cB1/uKZeVVzW852AyIQL4ys285WBSj33wq/0qZBwUkg6IkbDztHs6fP4/FYpm0/X/16tWzxkXocDh466232LdvH++8884QUbysrIyoqKgZaw0vEAgE48VoNBIfH09FRUXAj+3Kgly/fn3Aj32lIkSgANHX18exY8e81MuLFy8SFRXl7kCxatUqiouL6ery9LX46quvAFi1apXX8VQqFdu2baO2tpZvvvmGP/3pT5w9e5bs7Gzsdjv79u27ogIKp4uOjg6qqqpYsWKFWzjJyMjAYDBw+fLlaZ2Lw+Hgtdde4+WXX/b7pm40mpqa6O7udpcJjoWYmBgSExM5c+YMsixz7tw5CgsLWb9+Pdu2bZuxVogRERHMnz8fi8Xi5QTSWXRobVp6jZ6HnImEQsP4g6FNPkURWqsWi3aoE2i6y8EaaHAvh/Q631b0hHjOG0PMiPtPtBzMbrfPWHbEqlWr6O7u5n/+539obW3lwQcf5Mc//jH/8A//wLx58/j4448pLy+nqKiIS5cuYTQaKSgo4N1336WlpYVz587R1tbGiRMnUKlUbNq0acTzpaWl0dHRQWdn5/R8QcFVx1SVg81RLJuCgzEFBXHbZ58xV1Eu+ZVizFjKwdQOh1e49FSXg/nKzEH9/W43D4xeCgb+nUDKXKCxvgZzOBycPn2alJQUEhISRt9hBFJTU4mJieHs2bOTOk4gOHLkCNXV1cTExFBaWuolTNlsNiorK4ULSCAQXHGkp6dTXV0d0NxGi8VCTk4Oixcv9qq6udYRIlAAsFgsvPjiixw6dIhXX32VY8eO0dnZSWVlJdnZ2W4xYvXq1QB8/vnnOBwO8vPzOXPmDCtXrvSb0bJ8+XLS0tL47LPPqKur4/rrr2f37t1s3bqV2tpaGhoahuxzreNywCxdutS9TaPRsGTJEgoKCoYVY5qamgLeSv7w4cOUlpZSUVHBW2+9Ne6gs+PHj6PRaMYlAgGsW7eO9vZ2cnNzOXr0KKmpqezYsYPNmzfP6FtBlUqFw+EY0h4eCIgTSI/ea92msaGxeR6G+ulHVhRSeDmB5EEnkM7zxlxWyVi0lmkvB6un3r3sau/eG+IRyRIZudOLbzA0eBxF4O00UjJTTiBwtmDWaDT09fVx/fXXux1tarWae+65h6ioKF555RXee+894uPj+elPf8q2bdsoKSnht7/9LR9//DG//e1vOXfuHCtXrhy144Pr+FPxtklwbaAsajX29uKQJK8W6BMVgVYqlmWVive+/W0A5ir+3iv/8vsrB7Mr/h1btU5xXKdwA02nE0iSZacI5OMEGg3lGNe+wQoRyL+fcShFRUV0dXUFJARUkiTWrl1LXV3djF47Tpw4wbFjx1i+fDlPP/00CQkJfPHFF+4ytbKyMqxW67jvHQQCgWCmWbhwIXa7PaAlYRcuXMBsNgsXkA9CBJokLS0tvPjii7S2tnLnnXeSlpbGoUOHeOONNwCnkOMiIiKCbdu2kZ+fz3/913+xd+9eoqOjueGGG/weW5Ikdu3aRWxsLNu3b+emm25CpVKRnZ2NVqvl3Llz0/IdrySKi4uJiYkZInZkZ2djs9n8th5sbm7m2Wef5Xe/+x0tLS0BmUdBQQHHjx9n5cqV3HrrrVRUVIyr7WFdXR15eXlcd9114+5ksmTJEiIiIti3bx99fX1s3759zOVkU4lKpUKWZZpkPyJQiHcm0ETQD/7PhdlgxmD2vH22Y/cSfpTLaocalazycgIBWHSWaS8H8xWB+oL7sGs8b/HnMnfE/ZVOIXOQGYfkwNjr+R1yiXB27PTQQz/9WLDMqBPIJfZs3ryZG2+80eszvV7Pzp07kSSJqKgo7rnnHtRqNddddx333Xcf69at48EHH2TevHnMnz+fm266adTzxcbGotfrvcKoBYLx4OsEMgUHIyvEl4mKQJHAPMV67WB7b6WTR3mV8ioHs9mceUCK671V53QyKkvCptMJpB8YQCXLXgLZWJxAyjGufYNMnpmPVQQ6c+YM4eHhLFq0aIx7jIxLZP78889npHFHRUUFBw8eJDMzk127dqFSqdi5cyfd3d2cOHECcDYkMRgMpKenT/v8BAKBYDKkpqYSFBQ0oQ7ZFouFw4cPezUDcrlBExMTSUpKCuRUr3jGJAJJkrRTkqQiSZJKJUn6mxHGrZUkyS5J0l2Bm+LsxW6388Ybb9DS0sKOHTtYunQpDzzwAElJSTQ3N5OcnExERITXPtdddx233XYb4eHhbNu2jaeffnrEoMLo6Gh++MMfepU3GAwGlixZQm5urmhzrMBsNlNVVeX3Zi85OZn09HS++OILrywQWZbdziybzea+iZoMnZ2dHDhwgPj4eG6//XbWrl1LUlIShw8fHnOg5KlTp9Dr9WzcuHHc51er1dx8882oVCq2bNlCYuLIzpHpwuUyaXF4hLaQPmf5RCCcQIBXVzFfEQigk073srIcTGtxvi1XOoHA2SFMZ5m+cjAZeYgI1BPqfc7RRKAEPCUPsiTTG9JLaK/nGuMqNyujjDDCCCYYPXqKHEW8pXoLHTqCCGIFKwLwjcbOggUL2LZtm1830vz58/mLv/gLnnjiCbdrUpIkFi1axK233sq8efP43ve+xwMPPECQTxcif0iSRGJiohCBBBPGywnU1+cVCg0TF4EA/lWx7G4TrxCBlFcp3xbxdh8h1+UE0iruFabTCeQSbpROoPGKQCM5gWqBi0AhUA7UAS1AN1DX0kJFRQWrV68OmMtRq9Wyc+dOGhsbOXr06LSW5Xd0dLB3715iYmLYs2cPmsGyv5SUFJYsWcKJEydoa2ujqKiIzMxM0RpeIBBccahUKhYtWkRxcfG4G/rs37+fr776ivfee4+PPvoIWZYpKCigvb2djRs3zooX4rOJUf8qSpKkBn4D3AosBr4rSdLiYcb9O3Ag0JOcrajVanbv3s3jjz/uthqr1WruvfdelixZMmwLurVr1/KDH/yAzZs3T/iP9KpVq7BYLG53SW5uLpWVlV5j6urqvPKHrnZKSkpwOBx+RSBJkrjrrrsIDQ3lo48+cpdmlZWVUVZWxo4dO1i5ciUFBQWTervX2dnJb3/7W7q6urjllltQq9VIksTNN99MT08Pp0+fHtP3yM3NZdWqVej1+lHH+2PJkiX87d/+7RBXxUzi+l1vdngen1xOoEBkAsHoIpAyb0fpBNJaB0Ug7VARSOkEmupysF56veYV2hPqVQqmQTNqJpBSBAJnKZkrWwigkUZkZOx4/3FVOVTY1XasWDFjZoDx51hNJcHBwQH9A56YmEhTU9Os6fQjuHKwAsqoZt/gY4mxlTwNhzKxwO5HBFK++vEtB7Mp8oDAGQwNM+cEcuX4KLuDjeVnoxSBzAYDDkny6wT6FbACyALmA0k4Q7nDgR+cPg1q9ZDMxcmSlZXFkiVLOH78uFezj8bGRurr68clDNlstlFLxWVZpry8nBdeeAFZlrnvvvuG3Bts27YNu93OCy+8wMDAwLDdEQUCgWC2k5mZycDAgN8GHrIs+71mnjx5kosXL7JhwwY2btxITk4On3/+OV988QWxsbFkZWVNx9SvKDSjD2EdUCrLcjmAJElvAruBfJ9xfwa8C6wN6AxnOampqUO2hYSEcNddU2uGSkpKIjk5mc8//5y6ujq3GPSjH/2ImJgYampqeP7551Gr1fzsZz8jWHGDerVSVFSE0Wgc1u4XHBzM9u3befvttzl58iSbNm3i4MGDREREsHbtWsrKyjh//jxVVVUTDlTMy8vDarXy8MMPe/1upKamsnDhQo4fP05GRgZz5swZ9hhHjx4lOjqarVu3TmgOLjSasfzznj5cD/BKJ5CrTMlk9NzcT0YEilTEiZoNZmcgsgyujvMf8RFrBy9RSrFFZ3W6ffyVgymdQP30Y8OGZkyXzvHj27krqD+I1hhPhk8ssahG0e7DCMOAATPOjmI9oT2Ed3keK61YaaMNG95ip9quxiF5/rBO1XecLSQmJiLLMg0NDaSkpMz0dARXEL6vVgxmM+2KXL8wJldrr+xz6Mr3UStuepVXKaWgo7HZhohAM50J5HLvTKYcTJYkzAaDXyfQcF7o5JoaVufkoFu1atwl1WPhzjvvxGw28+mnn3L69Gmio6MpKSkBnA8we/bs8fsSR5ZlLly4QFtbG9XV1dTU1AAQGRnJww8/PCTPzGKx8NJLL1FfX09oaCgPPfSQ3wzJyMhINm3axIkTJ0hJSRHXNIFAcMXien6qqanxKmttbm7mvffeo7Gxkblz57JlyxYyMjJoamri888/Z9GiRWzduhWtVktfXx+nTp0C4JFHHpmxzMvZzFh+IolAjWK9dnCbG0mSEoFvA78f6UCSJD0pSdJZSZLOBip75VpFkiR2797tzrlxBau67Mlffvkl4CxZuxayg+x2O6WlpSxcuHBEt0BmZiZZWVl8+eWX/O///i+NjY3ceOONqNVq0tPT0Wg0FBcXT3gelZWVxMTE+BUHd+zYgU6n44033uDUqVN88sknFBQUUFpa6n5z2NTURF1dHWvWrEGr1Q45xpWM6wLcLHucQCF9IZiCTNjVnrfckykHUwpIHZEdqGQVGaUZ7m2f8Zl7eazlYEonEExtSZhv565gUzD9Bs+Dz2jt4QEkJC83kK8TCJyOKF8RSOVQ4VB7HjTVXN2lBK4ySVESJhgv/kSgAcUDf8Qkj6+88ssqFQ5JGtYJ1OkzD7PB2/0405lAgXACgbNTWpAfEcjLryjLhHZ3E9rTw57336c7LIzwYRzZk0WSJO655x62bduGLMu0tLSwYsUKNm/eTFFREW+++eYQV7HNZuPDDz/kww8/5MSJE7S0tLBx40ZuuOEGenp62Lt3LyaT93+dL7/8kvr6em677TZ+9KMfjdjh7Oabb+bP//zPeeihh0TZg0AguGIxGAzExsZ6VbjU1dXxpz/9iY6ODtasWUNvby9vvvkmzz//PG+++SYhISHs3r0bnU6HJEns2bOH7du3861vfUuI4sMwlle9/v6S+HpdfwX8tSzL9pH+8Miy/CzwLMCaNWtEf/NJEh0dzbZt2+jt7WXHjh0cPnyYY8eOER4eTnV1Nbt27XJ3INu0adNVXR9eWVnJwMDAqOGPkiTxrW99i5qaGtrb21m7di3Z2dmAs9Y/JSVlwl0/7HY7VVVVXmHgSqKiovjWt77F66+/zoEDB1CpVO5Ws6tXr+b222/n2LFjaDQa95yuJtxOIFmRCdQb4lXuBEPLmcbDGtbwIR8CkLskl62Ht7Lm3BpKF5QCcJ7z2LGjRj2hcjBwloRF4h08HiiUIpDKocIwYHC3eQfv9u8jkUACFTh/j3tCejD2GZ0ij8op8jTQMORYarsau8rzoHm1O4FCQkIIDw8XIpBg3HT6rOsHBrzEl8k2oNX5rNvVar+ZQA7wKlD1KwLNQCaQsv9gIDKBwCkiBSsEknac318pAiXW1/PEn/4EgFWj4dXvfY9/nGBJ9VjQ6XRs3ryZzZs3e22PjY3lvffe49133+Xuu+/GZrPxxRdfuP/eb968mQ0bNqDT6dwve+Li4nj33Xf59NNPufPOOwGns/jMmTOsX7+etWvHZrL3zaEUCASCK5HFixdz9OhR2tvb0ev1vPLKK+j1ep544gnCwsK45ZZbuHTpEkePHsVsNvO9733PKxNSkiSvPF3BUMZyl18LJCvWk0CRXOpkDfDm4ENeDHCbJEk2WZbfD8QkBcOjvPm47rrryMnJ4cSJE8TExLi7WLz++usUFBR4tU2/2igqKkKr1bpbP49EUFAQTz75JO3t7aSkpHi9MUtPT+fgwYP09vYSEhIywlGGUl1djdVqHXEOCxYs4IknnkCSJGJiYqisrOTy5cucO3eOvr4+CgsLufHGG6/K8j3Xz7nX4RF9fEUgFSpiiZ3wOR7iIf6RfwTAordQk1xDbIvneDZs1FJLKqleTqDhysH6Df3OkjIFbbSRylCnVyBQikCuPKOJikAuekN7kZAw9hrpCXO6mBpoIAzvsgNfJ9DVLgKB0w1UW1s709MQXGEonUCSLDtFIIXYMNUikOsq1Y33GzmD2Uy3bznRoBNIrxCBpjbZzBnO7CK0pwe7SuXlBBrLFT4ICMbjWjIFBxPW7Zm5A+d/B+UVO7THeX3rDg3ltfvvp2nOHKZOAhqe7Oxs+vv7+eyzz/j973+PyWSir6+PJUuWkJ2d7bd1++LFi2lpaeHIkSNkZ2ej1+vZt28fCQkJky4NFwgEgiuN1atXc+LECfbv34/FYsFqtfLoo4+6S2a1Wi2rV69m5cqVOByOWReBcSUwlnKwM8ACSZLSJUnSAffB4Kv2QWRZTpdlOU2W5TTgHeCHQgCafvR6vbvz2G233YZKpSIjI4PQ0FDy8vJG3Ndms1FaWnpFdhuTZZmioiLmz58/5hKq0NBQUlNTh1imXVlAZWVl455HQUEBWq2WjIyMEcfNnTuXhIQEtFotCxYsYM+ePSQmJlJYWEhsbCzXX3/9uM99JeD6WUuy52fuKwLFEjupMiRfcaYrvMsrDwecwcgwtmDoPmMfQeYg1HbPnJq9+gIFFmUmUJDJ+dA0WRGoJ8T5YOTbIcxfJtC15AQCZ1edrq4uOjo6Znoqk8Jms01rl6JrHaUIpB8YQAIGptgJ5K9FfKfPOH9OIFdgdXCf53o3dVcwJ0oRKKynh57QUGTF39qxNun16hDm4wQCZ0mYVzD2YMnbyw89RNNg7t5MiEAA69evZ8+ePXR0dKDRaHj00Ue56667/ApALq677jpiYmLYu3cvL730EmFhYTz44IMTbhAhEAgEVyqhoaFs2rSJsrIyampq2L17N3FxQzNDVSqVEIAmyKg/NVmWbZIk/Rhn1y818Lwsy3mSJD01+PmIOUCC6WXx4sUsXuxp3iZJEllZWeTk5DAwMOD3ZsLhcPDyyy9TU1NDcnIyDz/88BUVoNXY2Eh3d3dAOmHNmTMHo9FIaWnpsGVdw1FWVkZaWtq4s3xUKhV33nknJ06cYN26dVfUz348DBGB5KHdryZTCubiJm7iEIcAp4Cis+qcAsdg7pCrTbyXCDRMJpCrdX2wKdjdqn0qRSClE8jlQAqEEwggpMfjbBOZQE5crr3y8nJWr149w7OZGD09PfzhD38gMjKSBx98EJ3OV0IILH19fRgMhqu6vHg0vEQgszOAPZBOIN+/IA6Vym85WKfPOH8iUL/BgF2lIkQhAjVNcn4jYfE5flh39xB3kleo5AhE4wmkNAUFeWUCgR8RaDCDx6p4IJjafw0js3z5chYuXIhWqx3TQ4pGo+GBBx7g3XffJT4+nhtvvNGrvEEgEAiuJbZs2YIkScTGxrJkyZKZns5Vx5ikM1mW9wP7fbb5FX9kWX548tMSBJKlS5fyzTffcO7cOdLS0vjwww+x2Wx861vfIjU1lePHj1NTU8OiRYsoKiriwIED3HrrrTM97TFTVFSEJEkjvmEbK5IkkZGRQWFhIXa7fcwPOp2dne6MoYkQGRnJrl27JrTvlYJLBFLJTpFLb9GjtWm9RKA5DN81bawE4blptqmdDwVKEcg6+Ag1lnIwlwhk7DNOiwjUqkjTCO53vsGfCidQPfVeLeIlWUIlezKD4NpwAsXExBAWFnZFi0BHjx6lr6+Pvr4+3n77be65554pE4LOnTvHJ598QnR0NI8//vg161BQikCGAacMoRRfIiZ5fN9/eXa1GpXC6eVPBJJk2a8IhCTRZzRinCYRqAHvErWw7m4aFGHGkTjLvMaClxMoOBid1YrGasU2+KLFVwTSDopAyg5pM/0bOl4RJzw8nEcffXSKZiMQCARXDmq1OiAv+AX+uTotBwIvkpOTWbhwIV988QV//OMf6evrw2638/rrr3PmzBmOHDnCkiVLuO+++1i/fj3ffPONu23plUBRURHJyckBawO7dOlSBgYGuHjx4pj3cYVJjyWT6FrF5XByOYFcHasCLQIpxQuXs0Xl8FzqXCLQWMvBwCkCuZhKEaheEbfm7+cz1rwkpQjUF+L8DiM5gVw/n2utHEySJObNm0d5eTkORQvu6cJqtVJTUzPhUq7Ozk5ycnJYu3Ytd9xxB+Xl5bz55ptYrVYuX77Mvn37AlbiW19fz8cff0xUVBStra2cP38+IMe9EulULLucQIEsBxvNCeT6l6uch26wLG2ICAT0hoQQ0uu5jjQxtLtHoPBK2JJlQnt66A71CNBjLQUDbxHI1WJe2Sa+Fe9MIFc5mE3hxp1pEUggEAgEgtmIEIGuEXbt2sXKlSvZtm0bTz31FI8++ihBQUHs37+foKAg7rjjDgBuuukmgoKCOHjw4BWRMdHZ2UljY+OoXcHGw/z585k7dy5Hjx6lsLCQnp7RW4JXVVURHBxMbOzEQ42vdnzLwVyihMupAlMgAqmGikAu8WM85WDG3ukRgeoUaRph3c4SClc5F0DSGB+hlCKQXW2nL7hvxEwgld3587nWysHAKdyazWYaGhomtH9HRwfd3ROL2v3ggw94/vnn+fjjjye0/+nTp5Ekic2bN7Ny5Up2795NRUUF//qv/8q+ffu4fPkyJ06cmNCxfcnNzUWlUvH4448THx9PcXFxQI57JeLXCTTF5WAqhUjpzwlkcJWl+RGBfJ1AFoa2uQ8Uyjwgg9mMzmr1KgcbaykY+IhAg9lGQYpcoNleDiYQCAQCwWxFiEDXCKGhodxxxx1s3rwZo9FIaGgoDzzwAMuXL+fOO+90lw/odDq2bdtGVVUVhw8fxq54+zgbKSoqAgioCCRJEtdffz29vb289dZb/OIXv+D999/HarX6HS/LMpWVlX6DpgUe3CKQY3gnUCAygfyKQPahIpCyHExr1WJX2d0lYy6m0wkkI1NIoXs9rCuMXmOv15wSx/gINZe5Xus9oT2E9niXg5kxu9c1dufPzFU+B6C/Rt6hu9x7EwmDr62t5de//jW//e1vx+0kslgsFBY6/3vn5OSMGt7vi9lsJicnhyVLlri7ZSxfvpx7772XqKgoNmzYQFZWFl9//fWkO6DJskxBQQHz5s3DYDCQmppKTU3NrP/7MFV4iUBT4ATy9eD5ikD+nEAjiUC+TiCYunBo5W9amKtbl0IEmqgTyNViXukE8lcO5pAkHIpcvWvjKiYQCAQCwfgQItA1TExMDHv27BlSwrRy5UoSEhI4duzYuEqiZoLi4mJiYmKIjo4effA4yMzM5Gc/+xmPPPIIGzZs4OLFi7z77rvIsozNZuPjjz/m7NmzyLJMZ2cnXV1dpKWlBXQOVxtDnEBTVA6mVbxHd5U3jVYOprPqhpSCAQzoB7CpbdMiApVT7tUdbG7DXJriPekdEhJppI3pWDHEeIk4XeFdbmcRgBkztYrHNY1tUATSekQgA0MfJq9GjEYjc+bMoby8nM7OTkpKSsa874EDBwAYGBgY137gDKO22+088MADJCYm8t5779HY2Djm/c+fP4/FYmHDhg1e2zMzM/mzP/szduzYwe23305ISAgffPDBpJydlZWVdHZ2snTpUgBSU1Ox2WwTdk9d6Ux3MLRvi/iRnED9IzmBFL8DU5ULpPxXENHZCUB3uOcnMlknkLLLWT1Dy8FsGg0oXsYIEUggEAgEgqEIEUgwBJflPyQkxP2mejZiNpuprKwMqAtIidFoJCUlhR07drBjxw6Kioo4c+YMhw4dcgek5ubmuvOA0tPTp2QeVwu+wdChvaHYVXav4OOpKgdTOzylTX6dQBatXxEIyekGMpqmXgT6hm+85hPXHEdtokeoySSTUEL97ToECYlkkt3r3WHdhHd5P5qe45x7WWMdFIE0154IBLBgwQKqqqp45plneP3116mvrx91n+7uburq6rj++usxGo1cunRpXOcsKipCr9eTlpbG3XffDTDmnB2Hw8Hp06dJTU1l7ty5w44zGo1cf/31tLa2juk7DcexY8cIDg52d+dITnb+bl1J2XGBpFOx7CoHm04nkD8RKGiUcjC1w+EeA1MnAhUplmNanUH3rYqXNAvGcSyla6gzIgKAqI4O97YShjqBrD7dOUU5mEAgEAgEQxEikMAvKpWKxYsXU1FRMWwZ1ExTUlKCw+GYMhFIyfr161mwYAGffvopJ0+eJDs7mzlz5nDkyBFKS0sxGo3ExMRM+TyuZPw5gXpDekFRQTdjmUA2LRad/wDdPmOflxOoiSbkKYhVPc1p93JCQwIqWUVdoidhYx3rxnW8FFLcy13hXQT3B7uzjwBe4RX3cnxTvHNcmMfjEEnkuM53JbN582a2bt3qdrqcPXt21H0uXLiALMusWLGCzMxMSkpKsNlso+4HzvKqkpISFixYgFqtJjw8nPT0dEpLS8e0f0FBAV1dXWzcuHHUsYsXL0atVk/Y1VlRUUFFRQXXX3+9u811aGgokZGRVFZWTuiYVzq+TiCbWu3VkSpikscfLRNoIuVggFdJ2FR5uJSvjaJbW+k1GjErOmSN56+1st+nRaejOzSU6DaPW7KIoZlANp9W7MIJJBAIBALBUIQIJBiWBQsWYLPZqKqqmump+KWoqAij0Uhi4ngM5hNDkiR2795NREQEwcHB3HjjjWzZsoX29nYKCgrIysoSeUCjIKmGEYEUBLocbKTuYN14wnz1A/oxi0AWLF77BgqlEyixzvk7PRkRSOkE6gp3PrZGdEX4HbugZAH9hn6qU6vd21ZzZbZMnwg6nY4tW7Zw5513snz5cvLz80cVdHJzc0lJSSEqKorMzEysVuuYc4U6Ozvp6+sjNTXVvS0jI4P29nba29tH3f+bb74hMjKSBQtG91UYDAYyMzPJzc0ds0il5NKlSxgMBtasWeO1PSMjg4qKigkd80rHNxjaV3gJtBPIrlYPEYFknN2xXAQNZuWY/bQkd3XnClUEmE8uJco/3XiLSzFtbbT6vBwZjwjk+9vdFh3tJQK14P09hAgkEAgEAsHYECKQYFhSUlKQJInq6urRB08zdrud0tJSFi5c6G49PtUYjUZ+/OMf89Of/pTIyEgyMzNZs2YN6enpbN68eVrmcCVjkpzlV65gaGOf0R28DBBE0JjLnUZiLMHQAwx4OYGC+oO8ytKU+IpAEPiSMCtWcshxryfVJdEZ3ulu7w6wnvXjOuZ85ruXm2Od83U5fpRIskRGWQaVaZWenxcqbuf2cZ3vamHZsmUMDAyM2P2qubmZlpYWt3MoPT2doKCgMYc719U5xT2lgO1yNPpz7LS2trpDmGtra6murmbt2rVjvvZlZ2fT399PeXn5mMa7cDgclJSUkJGR4XYBuViwYAFWq/WadAP5BkMP6L2lhsmKQCq8b858W8QD2HGKIC6C+/qwq1Re2UQuXJk8YQoRaCoK+Yp81mNaW2lTlIIlwriu8EGg8DM6y8qUIpAvWqtVlIMJBAKBQDAGhAgkGBadTsecOXOmJffh4MGD/PrXv6ZzMEhyNCorKxkYGJiWUjAlarXa/TAkSRK33347Dz30EOHhk73tv/rplpwPIC4nkK8IFEccEpN3U42lHKyDDq99xiQCKSrAAi0CXeISA4rChsS6RGqTPO+4DRjIJntcx1zBCvdyS2wLNrWNOQ1DnVZJtUmEd4dTkFXg3raWtURMuqjlyiQ9PR2j0Uhubu6wYy5cuOAumQXndSEzM5OioqIxOWOqqqrQ6XTExcW5t0VERLBgwQJycnK8Oo1VVlbym9/8hpdffhmLxcK7775LSEgIq1atGvN3mjdvHnq9noKCgtEHD2KxWHjrrbfo6+tzf08laWlpaDSacQdiX+nI+JSDTYETCLxLwnzLwcCZC6QUgYwmkzM82Y8j1eUECp9iJ5CyFCzIZMJoMnk5gTIncExlSVhbdDTB/f1ebeJd6CwWYltahghyk3+tIBAIBALB1YcQgQQjkpycTG1t7ZS2Au7o6OD48eN0dHSwd+/eMT1EFRUVodFohnQ2E8xevEQg2SkC9Ro95WCxxAbkPKN1B7Nh8+rCBaOLQFqbFp3F80450CKQMg8opDeEiK4I6uZ6SsFWscrre42Flax0LzvUDprjmkloTBgybunlpVg1VgoXeR7h7uKucZ3rakKlUrF06VKKi4sxK4J0XVitVi5cuEBmZiZGo8chtnjxYiwWy5hKwsrKykhLS0OtVnttz87Opre31y28y7LM4cOHAaiurub//t//S2dnJ9/5znfQ+3F8DIdGo2HhwoUUFRWNuZV9Tk4OxcXF3HjjjWRmDn1812q1pKWljbkE7mrBhHcOTVB/v5cIpAGMvjtNAKXvaiwiULBLBPKDXaOh12icVidQzKBjRykCTeSVjXIfl6sotrXVa0xYVxc//+//Jrq9nepkTxlsJEPzlQQCgUAgEAgRSDAKKSkp2Gy2cbUuHi8ff/wxer2enTt3Ul9fz3/+53/ywgsvDMnGqKyspKKiAlmWKSwsZMGCBWi14hbvSqFLcr4/V8kqDAMG1A71ECdQIBitO5gVK414fp8lh0RQfxCmoKFvlwH3HKeyTbxSBEqsdZYIKZ1A4y0FA0gkkSii3OstsS3EtA4NL59fPp/yeeVY9J5MpHu5d9znu5pYtmwZdrvdr3Pm8uXL9Pf3s26dd0bTWEvCOjs76ejo8Ctgu4KiXectKyujurqa2267ja1bt6LRaFiyZMmEOhFmZWXR398/5oy34uJiYmJiuOGGG4bNO0tJSaGtrQ2TH2fG1Uqrz3qwyUSfQgyMgQD4Gb3FC98W8eB0IykT1Yx9fV7z8KU7LMxLBKoDxiYHjh2lE8hfZ7CJOIGyFMsNCU4Re25dndeYjLIy9BYLH37rWxzcts29fdMEzicQCAQCwbWAEIEEI+JqBTxVuUAmk4ny8nLWr1/P+vXrufPOO1m8eDHNzc288cYbDAy2362rq+Oll17i5Zdf5pe//CU9PT1+304LZi+dqk7A6QRyCSpTLgINEwxdSaV7PbQnFLVD7Q5P9sU1x5C+EPe2QItApzjlXk6qS8KustOQ4IlYnYgIJCGxUFFM0R7VTnh3uLsdvAutVYsp2PMQH0OMV6j0tcjcuXOJjIzk8uXLXtt7eno4cuQI8fHxpKSkeH2mLAmzWPyHjIMnD8h3fwC9Xs/8+fMpKCjA4XBw+PBhIiIiWLVqFVu2bOEv//IvufPOOyf0nebPn49GoyE/P3/UsWazmaqqqlGDp12fX7p0CVkOfMe82Yg/EcikCGMOVI/I0ZxA533GR3Z00KUoS44DlL6g7rAwwrs81zgrgXcD+YpANrXa3dodJiYCKa98vaGhdIaHk+QjAkV0dOCQJHJWrvQqh/unCZxPIBAIBIJrASECCUYkLCyMiIiIKcsFcoWvuh4mli5dyu7du7nnnntob2/n3Xffpampiddeew2DwcD111+P2WwmKirKb06FYPbSLjmdXZIsEdLrFFSmQgTy6g42TDB0BRXu9YjOCAA6Izv9Hs9VsjZVTqB22inGE0KcWJdIU3wTNq2nLHIiIhDAAkV/nbYoZ3lGZId363e1Xe0umwO83EPXKpIksWzZMioqKujp6QGcJaj/+7//S09PD5s2bfLrjlm5ciUWi2WIeKSkvr4etVrtlQekZOnSpXR3d3PgwAHq6+vZsmWLu2xMq9VOuAuhTqdjwYIFFBYWjirYXLx4EYfDwbJly0YcN2fOHJKTkzlw4ADPPvusV/lcXV0dx48fd//8rhaUIpDabscwMOBVhhUoEWi0TKAziuWQnh5C+vponOPJ/FoCpCnGtMbEEN3WhlpRbn0uQHMFZ1C1Mh0quq2N9qgoZEV4+UTKwbIBZeJSbVISSbXeiUZam80ZCK34t/FfwNhTswQCgUAguLYQIpBgVJKTk6mpqRn3m97+/n6/mRpKLl++TGRk5JA27+np6dx6662UlJTw+9//HrVazeOPP85NN93ET37yE37wgx8M6VYjmN20Ss7HJ8khEdrtjOvsCfM8IM5lbkDOM1omkK8TKLLTKYp0RnS6t63B0w7b1aErpMfjBKomcM44ZWt4ySE5Q6ETPQ85ccSRSqq/XUclgwz3cnuUU4SLavcWeVQOldsxBd5OqmsZlwBy+fJlamtreeutt4iKiuLJJ58kO9t/SHdSUhLx8fGcPXt22OtlY2MjcXFxQ/KAXGRmZhIcHMw333xDVFQUy5cvD8wXGjx2b28vtbXDxwLLssy5c+eYO3cuCQlDM6R82b17N+np6TQ2NvLhhx8iyzJNTU288MILHDx4kP/5n//h/fffp6Cg4KpwCylzeFwBxSafcrBA4FsONpIIlDBYrq0UgVaCIhoe6ubORe1wMEdR2v1FgOYKUAko/W8xra1eeUDBQNIEjqsDxdUYapKSiOjqIlQhLmqs1iGt4W+dwLkEAoFAILhWECKQYFSSk5Pp7e0d0rnLbrfT1eW/hMZkMvGrX/2KZ555ht7eXr9jenp6qKioYOnSpX7fbq9Zs4YbbriBxMREHnjgAaIHswWCg4PR6UTj1yuNFsn5+CTJEmHdYQB0h3kyKpIm9IgwlNEygWzYyMdTEhPZHomM7FUOdgM3uJd7Q3qxaqxEt3uyLZTOncmiLAWLbY1Fb9FTl+Qpd9jAhgl3TVM6gVwikPJ7gFMEUjqBxhtAfbUSExNDUlISR44c4eWXXyY0NJSHHnpoRGFEkiTWrl1LY2MjOTk5tLS08P777/P111/T09OD3W6ntrZ2iOitRKvVsm3bNlQqFTfffPOY28CPhYULF6JSqUYsCWtpaaGlpYWVK1cOO0ZJdHQ0Dz30ENu3b6egoIDPP/+cl156Cb1ez6OPPsqSJUsoKCjg7bffJicnJ1BfZcZQOoGCXSLQFDiBvMrBJGlIJpBSBHIJO43x8e5tKwFlalV1aioyzvwcFx8Ao7dhGBvKUjC13U5Ue/uQUOiJ/iZvUCzXJjn/TijdQG4nkIIgBAKBQCAQDIcQgQSj4squUOYC2e123nzzTZ555hm/3WEOHTqExWLBbDZz4sQJv8fNzc1FluVh36oD3HjjjTz++OPEK25uBVcmXiJQTxgDugEG9Iq26Az/YDwevMrB1EPLwUyYyMMT3junaQ6tMa3YNJ7HoV3sci/LkkxbdBvRbR7xpJBCLAyf+zIeTnLSvZxU43zAqUnylF9OtBQMvJ1A5iAzfcF9Xt8DnOVgSieQEIE8bNmyBVmWiYmJ4bHHHiMoaPRHyxUrVpCWlsbHH3/Mb3/7Wy5evMgXX3zBM888wwcffIDFYmHhwoUjHmPVqlX87d/+LVlZWSOOGy8Gg4H58+ePWBJWUeEslczIyPD7+XBs3LiR9PR0Tp06hd1u5+GHHyY5OZndu3fzV3/1V8TFxXHixIkxdyebrYwmAgWmx6FPOZgfJ5CybcKcxkbaIyMZUHQpWwHcrBjTZzRSk5xMZqFHrmkA3gvQfJUR6pEdHahkedKh0C6UIlDjnDnY1GpvEchqFSKQQCAQCATjQIhAglGJjY1Fr9d75QJdvnyZ0tJSZFnmww8/dAc4g1MsysnJYf369axYsYLTp0+7w1CVXL58mYSEBGJiAvXuVDCbcYlAKllFaE8oPaHeWSGBEoH8OYGU5WC55HoJOPFN8TTFN7nXjRi5nusJwVP+5SsCAfyKX/k9fz755JBD65AI2aE4cHh1BkuqTaIvuM/t2gHYyMZRjzMci3xSOJrjmolv8hZUVQ6V++cEQgRSsmDBAv7mb/6GJ554grCwsDHto1arefDBB7n++utZvXo1P/nJT3j88cdJSkri8uXLzJkzZ0wCy1SVu2ZmZtLZ2Tlsx8eKigoiIiKIUAT6jgVJkti1axdbt27l0UcfJTbWI4eo1Wq2bt1KR0fHmIKpZzMz4gTykwmkJKGhwasUzIBTdFkMKHvQXV62jITGRi8B5dcBmq/SmRTf5Lyetih+ByaSB+RCKQLZNRoaEhK8voPGZhtSDiZEIIFAIBAIhkeIQIJRUalUJCUluUUgV2ZEZGQkjz76KN3d3Rw6dAgAh8PBRx99REREBDfccAM7duwgNDSU9957z6tjTmtrKw0NDaMGjwquDnrppUflFH1c5WDKUjAVKuYwZ7jdx4W/TCBlOdg5RRyq3qwnsjOSxnjPA/EylqFG7dVZqyW2hej2aBIaPKVAL/IiMh43RS65rGUtS1jCalaTTDJ/x9+N6BjKJ58uPGVoybXJztbwg9VfKlSsZe14vr4XYYSRjqedeFN8E3HNcUiOwRPIzp+NshxMZAJ5o1arxx3GrFKpuOmmm9i1axfh4eEkJiby8MMP87d/+7c89thjEw53DgSZmZlIkuRuQ6+kv7+f8vJy5s+fP6FjR0VFsWXLFr/OzUWLFhEZGXnFl4QpM4GmUgTyygRSqYaUg7nQWSxEdXR4lYItxSkiScB3FWMvLl+OWa9n/WmP8HwcCMR/kVOK5aTaWqwaDc2KOU0m2SoRvPoV1iYlMbe+HtXgz0Q4gQQCgUAgGB9CBBKMiZSUFJqbm+nv76esrIza2lquu+46kpOTWbduHd988w2/+MUv+Od//mdaW1vZvn07QUFBGAwG9uzZQ1tbGwcOHHAf79y5c0iSxNKlS2fwWwmmizrqkCWnYOJPBIonPmAOFL/lYAonkBlPWHl8s/MhpWmOxwm0fPBxZTWr3du+WfsNPSE9bP9iu3tbAQWc5Szg/H472eled53n3/g3/oK/GHauXyiiWYNNwcS2xjpFoEGyyfZyJE2EbDzllk3xTeisOneHMJXs/LmIcrDpQafTzXigfXBwMKmpqeTm5mKzeSfC5OfnY7VaWbUq8H2VXNf7yspK+vv7A3786UIZqR3a04NDkqa+HGwEJ1Bcs7NTYZPCCaQUXJ4CXBK4RacjZ+VKFufnE9rtuf4+M8m5NoBXVH5SbS0NCQnYFeHnG4bsNT58c4G0NpvbceTrBFKBuIoJBAKBQDACQgQSjIm0tDQA/uM//oPXXnuN8PBwVqxYAcBNN91EXFwcwcHBbNq0ie985ztkZnoSANLT07nuuuvIyckhLy+P9vZ2zpw5w5IlSwgNDZ2BbyOYbpQikMo+tBwsUKHQMEw5mN3/pS62xfnI1hzrafm+DKc77TEec28zGU2cWXuGeRXz3C3lAX7H7wD4S/6SOhQlj4q4lf/hfzjOcb/nP4BHGJ1X7izcKE8vd2/bxCa/+42H5YpHQpfjaU6T84HR9XMRwdDXFhs2bKCjo4Njx465tzkcDk6dOkVcXNyYuoJNhPnz5yPLMpWVlVNy/OmgRrEc3t1Nb0gIDkV4d6CuZF7lYH4ygcDpAlr3jbO7YNMwrpsk4E7F+jfr1qFyOFh7xlPA9SbeDqfxoiwFU9vtJDQ0UKsIP0+DSfs8lSJQdXIyMrCoqAgY6gQKgglG6QsEAoFAcG0wJhFIkqSdkiQVSZJUKknS3/j5/HuSJF0a/L+vJUkKXE9bwawgOTmZLVu2kJGRQUhICDfffLO7xbFer+fpp5/mqaeeYvv27SxbtmxIucPWrVtJSkrivffe48UXXwTglltume6vIZhmXuAFdrObbWzDITkfYowmIypZRU+IRwRKIHAPnaOVgymJaYnBorXQHe55K76YxYAzkPlxHndvv7TsEgDLLnlKGF/gBd4c/J+LDSc38Bf//RdeYtG/8q/u5Tzy+CW/5D/4Dy8RaH7ZfExBJurn1ru3bcfjPJooShGoJa4Fh+Rw5wK5fi4iE+jaYtGiRSxevJhTp065OzyePXuW1tZWbrjhhikrV0tKSkKn01FeXj764FmIFVAmKYV1d9MVHu41JpnAMKQczOEAnzDv67/6iuzLl7FqNHQq5uHbauHPFcudkZEULVrEmnPn0FitgLO1+0eTmOtZxXJsczMau506hQi0bugu42arYrknLIzSjAxW5+SgstuHOIGCh+4uEAgEAoFAwagikCRJauA3wK04cwa/K0nSYp9hFcANsixnA/8MPBvoiQpmFkmS2Lp1K9/73vf4+c9/Pu4yLrVazf3338+cOXPo6elh1apVwgV0DZBHHh/yIYDbCRTS4yxv6jP2ucfFE7jub17lYH6CoZXEtMXQFt3mnhtAFp6OTEo3UGdkJ2Xzyth0chPGPqN7+3f5rjsbKKg/iJ2f7ySkL4Trjl/nHvMpn5JDDn/P37OUpfyMn/HX/LVnIrJTBCqfV46sch5Lg4abuGkiPwIvlOVgNo2Ntug2twjkcgKJcrBrj23btiFJEm+//TZdXV18/vnnZGRkBLwjmRK1Wk1qauq0iEC9vb3DdkCbKPV4mfwI7+qiWxEYHgmTLN704BsMDaDy+T6xrc6Y6hcefhgUwt1qvNkIrFGsn12zhuD+ftIUjqyvJjFXpQg0t94pYtfPneveNvFUMw8r8HY4nVm7ltDeXrIKC/06gQQCgUAgEAzPWJxA64BSWZbLZVm24HQO71YOkGX5a1mWOwZXTxE4R7TgKiIoKIgHH3yQ7373u8IFdI2gLM1yiRuhvU7xry/EIwLFETcl5/TXIt7FnMY5zCufR8OcBve2CCK8BKn1rPfqsPXpzk/RWXRs+WqL33NnX3IKLrWJtay8sJKQXs8j4WpWezmClCTVJRHWE0ZJRol720Y2EsbYOlKNxDzmeeUKNc5pZE7jYDmYY2g5mAiGvjaIiori1ltvpb6+npdffhmHw8Htt98+5aHV8+bNo729nc7OzmHHNDY28qc//YkTJ05M6BxlZWX893//N++9F6gG6E4afNbDuru9RKBA3vj4togH3EHILiI6OylauJB6hevmxwwVoiSc2UAuqlJSsKtUpFZ7knwmKgLJDBWB+g0GOiIj3dvWDNlr/EjADxXrJRkZtEVFccvnnxPR1YVFiEACgUAgEIyZsYhAiXiXwdcObhuOx4BPJzMpwdWLXq9n4cKFMx6OKpgelK4StxOod/qcQC5xw58TaO0Z5/vp49d78no2sQlJkSYhIfFP/JN7vTW2ldqk2iFt1l2suLCCurl17PvOPlQOFRtO+o9DDekNIbrV03I++2I2Vo2VwqxC97bbuX3E7zlWVKjcOUcATXFNRHRFoDfrPeVgwgl0TbJ06VL0ej3t7e0sX7583G3hJ8K8eYPZV8O4gZqamnj++eepq6vjyy+/pL6+3u+4kfjqK6ekcfnyZXp7eyc+WR+U7eG1Vitam40+o8cVGLir2NBgaMArF0hltxPV3u4ltgD8v8Mc72bFslWnoyEhgdSqKve2CrxDr8dKOd55QnMbGmhISPByJgUqZvx+wFX0JqtUvHvnnUiD7iilEDZ36K4CgUAgEAgUjEUE8vda0K/HWpKkrThFoL8e5vMnJUk6K0nS2ZaWycQQCgSCKwEvJ9AIItCUOYEGy8H8ZQIl1iVSkV5Be1S7e9tDPDRk3N3c7bVuNpjRD+iHjAs2BZPQmEBBVgHtUe3kL85n7dm1GMwGr3FxTXE8+eyT/Nlv/oxdH+0iozSDFRdXkL84nwH9gHvcd72aO08Orw5hg53Q4pviRTD0NY5arWb37t2sXLmS7dsnnz81FmJjYwkJCaGsrMxre3d3NxcvXmTv3r3o9Xp++MMfEhISwqeffjqusq7e3l6qq6vdJcuXL18O2NzbFMtBrvbwQR7fSaDaw4N3OZh9UARSK0SgxPp6dFYr1Skp7m27gGj8k4p3XlFVaipz6+vduUAAxwA78DzwPeBbwP+DU/xyAK/iFJOigAU4288/pjim3mxmTmMjtUkeT9RCCICf0UkI8LeK9fq5c/nFT3/KP//933NhsFEF+FjVBQKBQCAQDGEsIlAt3vcOSThL472QJCkb+BOwW5blNt/PAWRZflaW5TWyLK+JjQ1UI1WBQDBb8RJkBoOhQ3pDcEgO+oM8baIDKQKNJRNIa9ES1xxH3dw6r+33cM+Q40lIJCrMj2aDeYiwA5BS7XwYq0pxvl0/vvk4eoue9afXu8ekVabxyIuPIMkSJRklrDq/igdeewCzwcyRG464x93ETaSQQqDw1yEsvileBEMLyMrK4o477iA4eHridCVJYtGiRZSUlGAdFCBaWlp49tlnef/99+np6eE73/kOsbGxbN26ldraWkpLS8d8/KLBjlGbN29m7ty5XLp0KWBzV97YBA+2uVe2hx9OgJkIozmB5pWVIQMV6enubaMVWSuLWKtSU9HY7STWea6Bnw8e4zHgdeBj4J9w3gAGAQ8CB4EOoBRnNsBRxTFTq6tRyTLlijldP8qcxsvPgT3KDZKEXeEsnoPTMSQQCAQCgWB4xiICnQEWSJKULkmSDrgPBpNeB5EkKQXYBzwoy3Jx4KcpEAiuRPw5gUJ7QjEFm7zCmKdKBEJyik++mUAJjQmoZBV1iZ4HoO/zfa9SMCXheDrvmPX+RaDUylRsapu7u1fjnEYKFxWy8eRGDGYDG7/eyPdf+j6mYBPPPfocr33vNZ579Dm+2vwVv//B7+mI6nAf66/9myknjFIE6gntwRRkYk7THLc4JsrBBNPJ4sWLsVqtlJSU0NrayssvvwzA97//fX7+85+TPigiLF++HL1eT35+/piPffnyZSIjI4mLiyM7O5vGxkaam5sDMm9lOZjLCdQ/RSKQTrHs6nyldO1klJVRP3cu/Qon0mheLqUg42qzrswFehE45Gc/M84OYqORVlGBTa2mNtnz3nDrCOMnggZ4C/h7wNePuQr4GhCvGAUCgUAgGJlRRSBZlm04swYPAAXA27Is50mS9JQkSa6swX/Eef/zW0mSLkiSdHaYwwkEgmsIfyKQ1qalJ7THa1wgM4F8g43tavuQcrDEOqezpz7RY2pcz3qGI4II9/KAYcBZDqasUJEhqzCL8nnl2DWe0qojNx7BMGDgsece45YvbqEgq4A//OAPdEZ2AlCXVMehbYcwGU3uff6Kv+KWUd/pjw9lJhASNMU3DVsOJoKhBVNNWloaERER7N27l+eeew5Zlvn+979PWloaOp1H/lCr1WRkZFBSUjKmkrCqqiqqqqpYt24dkiSxdOlSVCoVp0+fdn/+1ltv0d7ePsqR/OPXCTRF5WDKxvNmg1N0Ngw4y0WD+vtJrKujJCPDPSYFFBH2/lE6gcxBQTTFx3vlAilJqqlh5fnzSAr3ETiDn7+zbx9bDx8mubray52UXllJdUqKV7v2QItA4BTI/gVoB47jvDmtB84B6SPsJxAIBAKBwMlYnEDIsrxfluWFsizPl2X5/xvc9ntZln8/uPy4LMuRsiyvGPy/QDSDEAgEVzj+uoMBXiKQDh3RAXyH7utkcagcQ8rBEusS6QzvpDfEExq7jnXDHtPXCaSSVegsnofV6LZoIroiKFpY5LVf45xGLi+9TGxrLDXJNby35z0suuHfqf81fz1sB7HJEEoo85jnXm+KbyKuOQ6N3fnfRziBBNOJSqXi1ltvBUCWZR5++GGGKxFftGgRfX191NaOHlt88eJFDAYDq1c7m6QbjUZWrVpFTk4OjY2N7Nu3j8LCQg4d8ud3GR1ld7BgVybQFDmBlHHP5kGhadlgvlFsSwsqWfbK3tmB/wBHJZl4C1XVKSkk19R4CTkAyDLffv99dn/4Idu//NK9ObSnhwdfeYUFJSVs+eorHnvhBXZ99JH7s4TGRq/ytEymNqQ5GLgOZwlbwhSeRyAQCASCqw3xylcgEEwZ/rqDgbcINJe5w5ZhTQRfJ4tDNbQcbG79XK9SMD16b7eMD0onkNlgBsAwYMCidwo688oHOx7NG9rx6L097/HF9i/oDuv22h5FFJvYRBNNrGAFj/P4iELUZFnOcspxzq8xvhGdVUdMq/ORUARDC6abhQsX8sADDxAfH09IiG9Tcw8ZGRlIkkRxcTHJycnDjgOn0yclJYX/P3t3HR7FuQVw+DdxIy4khAghhADBJUBx96ItFAo12lJqt0rdvRRraalAKbTFCxT34u4aPIQQEpIQIb5z/4g0FIvM7kTOe58+JLMz35xwmc3Ome87x7JQu/DWrVuzZ88efvjhBxRFwcfHh5MnT5KWloatbdGbiV8Hlhb6vmA5mJFmAhVOicXndQC7b+tW9jVqhHNC7tLRwp3B6hVhTIXcJWGL8r6P9PWl+e7duMfFcdXz3yW5HnFxuOXNlmqxcyc7WrQgydGRvkuWYJ6Tw/dPPUWOuTmd166lwaFD7G7WjOqRuU1kj9euXTBO4Y5kQgghhCg7ijQTSAghSuJ2y8EAkh1uTgJp6b9JjBzznJtmAtndsMM1wfWmotANaYjVTVU4blZ4JlCGTe6SjMJ1gapfqk5SlSQSXBJuOdZgbrglATSBCVzjGktZyi52MY1pRk0Awe07hPlczv27l8LQQg9BQUF3TQAB2NraEhgYyMGDB8nJybnjfklJScTHx+Pnd3NBdWdnZ+rUqQPkJoT69u1LdnY227ZtK3KckcB9/9nmkJJCmo0NBvN/l5pqOROoVaGvrzs7M/G557hha8vAhQtxSUws2J6vqMugCrdrj82bfeUWF3fTPiEnTgDw02OPoagqLbdvp9H+/QSfPs3azp2Jd3XlupMT6zt2RFFVnvzxR3quXMlVDw/iCs3oGlDEmIQQQghhWpIEEkIYze26gwE3JUt88UVLt1sOVrgmUH7io3A9oHslYArPBMrvauZ34d+bzWpR1XJnFin/xjCDGbj/Z25AIIH8yq88z/NF/4E0Urg4dKxHLDlmOQScDwBuXg4mNYFEWdOiRQuSk5PvWiB606ZNKIpCcHDwLa8NGDCARx99lA4dOuDl5UVISAgHDhzA8N9lULdxEAgHjvxnu9fVqwVJlHwB9/5Riqwx3DQ3McHFhfUdOlDt8mWCIyJIdnC4qfZOUZNAtQt9fc0tN23l/p8kUNWYGOJdXLjk68vhsDBa7txJn7//5lxAALubNbsppp8ef5wDDXLfWwrPAvJA+85gQgghhNCGJIGEEEZzp5lAce7/3nTUvum2RNtzwq01gTxic2/cYjxjCrY1ocldxwwpVHI10jeSFPsUei/vTfOdzbFJs8Et3u2mmUUNaMBIRnKa0yxmMT/yIzvYwWlO8zAPl+rnK6lm/Hvzlm2RzfHQ43hd9Sr4Pp/1LT13hNBXcHAwbm5u7Nix47YFovfv38++ffto1qwZnp63dho0NzenevXqmOW1Wg8LCyMlJYWLhTpj3c5mchMZ+enisMOHGTVjBg3378crJoYYr38L2ldD25lA5sCa/2w7VyN32alvVNRN51YoWRIoy8qKRCcn3K9du2kfj9jYggTXlvvuI9vcnAxra5b07Yuq3Lx097KPD0v79GHBgAFsafNv2mcAUm9ACCGEKKvkd7QQwmjulAS65v7vTYfWSaD/JjFyzHOwyP43Drc4N27Y3iDNLq1gWyihdx2zK10xx5wccsiyyuL7p75n+KzhtN/UvuBnKVxjKH9mkRNO9KVvaX8kTfjiS2tas5WtAGwP3069o7mVRNKt0wv2c7qpL5EQ+lMUhRYtWrB8+XJiYmKoWrUq8fHxXLp0iYyMDNavX4+vry+dOxetCk1wcDAWFhYcO3aMgICAO+4XBDgDyUC1S5cYuHAhBkUhIK+jVuFETP3bDVBKXuS2bO+Y9/01V9eC184Virs+YF/EMWuS+/Qvfw5UnLv7TTOBzAwG3OPiiMibURXr4cE3L75IjplZQYHq/8oxN+dw2L/zliyBF4sYjxBCCCFMT2YCCSGM5k7dwfKLK8PNs2y0YMvNNypZllk3JYHcr7nfNBOpKDH44MMYxhR8n+KQwrHQY9il2VHjTA1yzHJuSgIVnnVTlhRehhblG8XWllvZ33A/8W7/tszWOiknhBbq1q2Loijs37+fTZs28d1337Fo0SKWL18OQM+ePW8qCH03VlZWBAcHc/ToUTIz79ytzwdYQW679s7r1pHs4MD4F18kO68O0Hl//4J9G5bw57qXm5JLhWbhnC+UBGpXjPFsuHnWUJybW24SKG+GlUt8POYGw01L3VLt7W9KAI0EsuC2i1qtgIXcu129EEIIIfQjM4GEEEaTwr8t2AvPBCqsFrU0PeftkkCWWf/eHLpdc+N0zdMF33vhVaTZL5/zOZOZXPD9Dbvc7kB1j9UlqlpUQacwgHbFui0znQEMoDa1OUFu4dc1XW9ecOKCC/fdUgJXCP3Z2dlRu3Ztdu3aBeQmherVq4ednR0+Pj5YWBTv40zLli05fvw4u3bt4r777vxvvi6wUFVZf+kSe5o2JaVKFaY+/TTWGRk3FUHuWqKf6t7cyK2vE5v3/dqOHakVEcFln38L6nco5pi1gTN5X8e5u2OdmUmV5GSSHR3xiM0903/rHUHusrNHge/J/fA4ARgLzAX2k9uhbCBF61QmhBBCCP1IEkgIYTQehRod5xeGTrNJu2kfB+7eHai4/tvlK9sim6CzQYQdDuNUrVNUSanCNbd/l6MVdSaSLbY8yZP8wA8ABcvJnK87c6DBgYL9AvP+VxaZY84c5tCKVqSSetNrVljxB39IdzBRZvXt2xc/Pz+8vLwIDCzdNVa9enWCg4PZunUrTZs2xcbG5o77tsrIYHN2NklVqgD/FlTO15rizcYprsHAd3lfb2nT5qbaO85Al2KOVxtYlvd1fiLLIzaWZEdHql65gkFRiHP/t6h9f6AfuYku7/+MVRN4o5jnF0IIIYS+ZDmYEMJoCi8tyrTOZEX3FXz/5PcF2wYzWPNzKig3JYLyW7kPXDiQsEO5dSvi3P5dDlac5WhuhUq/3rC9UfD1oQaHCr7uUuxbMtOqT302sIGBDMQs71dAJzqxmtV0o5vO0QlxZzY2NoSHh5c6AZSvY8eOpKens3Xr1rvul5ycDECTvCRQYQ2B3yloDGgUz8Ed5yp+Q9HrAeWrW+jrq3mFtL2uXgWg+qVLxHh5kWn173vo5+QuAftvAkgIIYQQ5ZPMBBJCGE1NalKDGpzlLAA7W+y86fUXeMEo53XCidi8BRSFl6G12ZL7BL1wYeriJIEKt3wvXFg63vXfmjrDGV78gE2sGc2Yz3xUVBSj3r4KUXZVrVqVevXqsXPnTtq2bXvHmkIpKbnLWv/n4MAIcruGJfHvDCBj99MLAXYAQ4EDeducgS/ITc4UV+HW8zfs7Eh2cMDz6lUUgwHfS5c4WP/fSkQe5M72EUIIIUTFIUkgIYTRKCjMYx7taHdTfSCAp3maVrQyynlDCClIAs0ZMge3a250Wt+JaperYVAMxLvE37RvUQURVPB1nHscB+sfZFurbQXbwggrVzV1JAEkKruGDRty5MgRzpw5Q+3aty+KnpiYCICTkxOBkNf7z7Rqk1t35zKQSm5x55J+gKtD7syl/PR4jJcXXjExeF69inVmJpHVqxfs2wrjznISQgghhOnJcjAhhFE1pjG72c1LvEQ44QxmMPOYx3cFVS609xiPFXx93fk6Z4POcsXrCgCJzonkWOQUvF6cJFAXumCft/gi2yKbRf0XEeMVU/D6K7wiiRUhypGAgABsbGw4ceLEHfeJjo7GwsICZ2dn0wV2Bz5AMKV7gmeXN0a+q56eeMTG4n/hAsBNSaDWpTiPEEIIIcommQkkhDC62tTmK74y2fke5mH2spcpTCnYlp+sSXROLNhmhlmxijjbYst4xvMkT972nA/xUMmDFkKYnLm5OSEhIZw8eRJVVVGUW5O4Z86cITAwEDOzivPcLAw4lfd1jKcnltnZ1Dt6lFQ7OxILJbta6hGcEEIIIYyq4nyiEUKIPGaYMYlJNKBBwbaj9Y5ystbJm5ZvNaIRFsXMhY9mNAtYQFe64ogjLWjBeMYzgxkFhZaFEOVHjRo1SE9P58qVK7e8lpCQQHx8PDVrVqzKOIXrAsV4eQHgFxmZWyi6UCKskYnjEkIIIYTxyUwgIUSFpKAwhzkFHcpS7VP5Y+gfN+3zKI+WaOwBef+TwspClH8BAQEAnD9/Hm/vm3tgRUVFAbkt5SuSwkmgOA8PDIqCmaoSW6g1vD/F7zwmhBBCiLJPHlsLISqsEEJ4nddv+1oYYTzCI6UaXxJAQpR/jo6OuLq6cvbs2Vtei4qKwtzcHM+8VuoVRf1CX2dbWJBcpQoAsYV+zjomjkkIIYQQpiFJICFEhfYpn/IrvxJOOOaY44svT/M0O9iBLbZ6hyeEKANCQkI4e/YsaWlpN22/dOkSPj4+mJub6xSZcdQAqhT6/p+2bTkXEMDx0NCCbQ1NHZQQQgghTEKSQEKICu9hHmY720kjjUgi+Y7vsMNO77CEEGVE3bp1MRgMnDx5smBbVlYWly9frnBLwSD3w9+AQt/vbdKEX0eOJMXBoWDbQJNHJYQQQghTkCSQEKLSsMRS7xCEEGWQj48Pzs7OHD58uGDb5cuXMRgM+Pn56RiZ8XwC3Cm99TrQxISxCCGEEMJ0JAkkhBBCiEpNURTq16/P2bNnSU1NBeDixYtAxSsKnc8H2AcMJndpmEJu4mcG8Kl+YQkhhBDCyCQJJIQQQohKr1atWgCcO3cOyE0Cubu7Y2dXcZeOugNzgUTgOrAHGKlnQEIIIYQwuiIlgRRF6a4oyklFUU4rinJLqx0l16S81w8pitJY+1CFEEIIIYzD29sbe3t71q1bR0REBOfPnycoKEjvsEzCjJsLRQshhBCi4rpnEkhRFHPgW6AHuR1DhyqK8t/OoT2A4Lz/RgNTNY5TCCGEEMJozMzMePDBBwH4/fffyc7Opl69ejpHJYQQQgihraLMBGoOnFZV9ayqqpnAn0C//+zTD5ip5toBOCuK4q1xrEIIIYQQRuPr68tTTz1FSEgIrVu3xtfXV++QhBBCCCE0ZVGEfaoBkYW+vwS0KMI+1YDoUkUnhBBCCGFC1tbWBTOChBBCCCEqmqLMBFJus00twT4oijJaUZQ9iqLsiY2NLUp8QgghhBBCCCGEEEIDRUkCXQIK90f1BS6XYB9UVZ2mqmpTVVWbenh4FDdWIYQQQgghhBBCCFFCRUkC7QaCFUUJVBTFCngQWPKffZYAD+d1CQsHrquqKkvBhBBCCCGEEEIIIcqIe9YEUlU1W1GUscAqwBz4RVXVo4qiPJX3+vfAcqAncBq4ATxivJCFEEIIIYQQQgghRHEVpTA0qqouJzfRU3jb94W+VoFntA1NCCGEEEIIIYQQQmhFyc3f6HBiRYkFLuhycu25A3F6ByFEGSfXiRD3JteJEPcm14kQ9ybXiRD3VpGvE39VVW9biFm3JFBFoijKHlVVm+odhxBlmVwnQtybXCdC3JtcJ0Lcm1wnQtxbZb1OilIYWgghhBBCCCGEEEKUc5IEEkIIIYQQQgghhKgEJAmkjWl6ByBEOSDXiRD3JteJEPcm14kQ9ybXiRD3VimvE6kJJIQQQgghhBBCCFEJyEwgIYQQQgghhBBCiEpAkkCloChKd0VRTiqKclpRlNf1jkcIU1IUpbqiKBsURTmuKMpRRVGez9vuqijKGkVRIvL+dCl0zLi86+WkoijdCm1voijK4bzXJimKoujxMwlhLIqimCuKsl9RlL/zvpfrRIhCFEVxVhRlvqIoJ/J+r7SU60SImymK8mLeZ64jiqL8oSiKjVwnorJTFOUXRVGuKopypNA2za4LRVGsFUWZk7d9p6IoASb9AY1AkkAlpCiKOfAt0AOoAwxVFKWOvlEJYVLZwEuqqoYC4cAzedfA68A6VVWDgXV535P32oNAXaA78F3edQQwFRgNBOf9192UP4gQJvA8cLzQ93KdCHGzicBKVVVrAw3IvV7kOhEij6Io1YDngKaqqtYDzMm9DuQ6EZXdDG79N6zldfEYkKCqak3gG+Bzo/0kJiJJoJJrDpxWVfWsqqqZwJ9AP51jEsJkVFWNVlV1X97XyeR+YK9G7nXwa95uvwL3533dD/hTVdUMVVXPAaeB5oqieAOOqqpuV3OLlM0sdIwQ5Z6iKL5AL+CnQpvlOhEij6IojkBb4GcAVVUzVVVNRK4TIf7LArBVFMUCsAMuI9eJqORUVf0HiP/PZi2vi8JjzQc6lffZc5IEKrlqQGSh7y/lbROi0smbFtkI2Al4qaoaDbmJIsAzb7c7XTPV8r7+73YhKooJwKuAodA2uU6E+FcNIBaYnrds8idFUeyR60SIAqqqRgFfAReBaOC6qqqrketEiNvR8rooOEZV1WzgOuBmtMhNQJJAJXe77J+0WhOVjqIoDsAC4AVVVZPututttql32S5EuacoSm/gqqqqe4t6yG22yXUiKjoLoDEwVVXVRkAqeVP370CuE1Hp5NU06QcEAj6AvaIow+92yG22yXUiKruSXBcV7pqRJFDJXQKqF/rel9wpmUJUGoqiWJKbAJqtqurCvM0xeVMqyfvzat72O10zl/K+/u92ISqC1kBfRVHOk7tsuKOiKLOQ60SIwi4Bl1RV3Zn3/Xxyk0JynQjxr87AOVVVY1VVzQIWAq2Q60SI29Hyuig4Jm8pphO3Lj8rVyQJVHK7gWBFUQIVRbEit8DUEp1jEsJk8tbC/gwcV1V1fKGXlgAj874eCSwutP3BvAr7geQWXNuVN0UzWVGU8LwxHy50jBDlmqqq41RV9VVVNYDc3xPrVVUdjlwnQhRQVfUKEKkoSkjepk7AMeQ6EaKwi0C4oih2ef++O5Fbj1GuEyFupeV1UXisQeR+livXM4Es9A6gvFJVNVtRlLHAKnKr8/+iqupRncMSwpRaAyOAw4qiHMjb9gbwGTBXUZTHyP3AMhhAVdWjiqLMJfeDfTbwjKqqOXnHPU1uZX9bYEXef0JUZHKdCHGzZ4HZeQ/WzgKPkPuwUq4TIQBVVXcqijIf2Efuv/v9wDTAAblORCWmKMofQHvAXVGUS8C7aPs562fgN0VRTpM7A+hBE/xYRqWU8ySWEEIIIYQQQgghhCgCWQ4mhBBCCCGEEEIIUQlIEkgIIYQQQgghhBCiEpAkkBBCCCGEEEIIIUQlIEkgIYQQQgghhBBCiEpAkkBCCCGEEEIIIYQQlYAkgYQQQgghhBBCCCEqAUkCCSGEEEIIIYQQQlQCkgQSQgghhBBCCCGEqAQkCSSEEEIIIYQQQghRCUgSSAghhBBCCCGEEKISkCSQEEIIIYQQQgghRCUgSSAhhBBCCCGEEEKISkCSQEIIIYQQQgghhBCVgCSBhBBCCCGEEEIIISoBC71O7O7urgYEBOh1eiFEBXP9+nUAnJycdI5ECCHKN3k/FUIIIcq3vXv3xqmq6nG713RLAgUEBLBnzx69Ti+EqGCWLl0KQJ8+fXSORAghyjd5PxVCCCHKN0VRLtzpNVkOJoQQQgghhBBCCFEJSBJICCGEEEIIIYQQohKQJJAQQgghhBBCCCFEJSBJICGEEKKMMOTkcGnzZgzZ2XqHIoTQWfypU2RnZOgdhhCVnmowcHLePNITEvQORQhNSBJICCGE0JGqqgDciItjfteu/Nm2Lds/+kjnqIQQerqydy+/hISw5qmn9A5FiErv2KxZLB0yhHldupCemKh3OEKUmiSBhBBCCJ3s+PhjJtrb83urVvwYEEDUli0ARG3erHNkQghjuxEXR8b167dsN+TksG7sWACOz55NTlaWqUMTQuTJzshg67vv4hgQQOyhQyzo0YPM5GS9wxKiVCQJJEQZtm/SJFY9/jjXTpzQOxQhhBEcnTmT7LQ0zKysqDN8OMP37qX2gw+SdOGOXT2FEBXEH61aMdnZmYykpJu2b3v3XaJ37CB44EAMWVlc+ucfnSIUovLIycy87fZDP/xA0vnzdP3hB/rMmcOV3btZ2KsXmampJo5QCO1IEkiIMiru6FHWP/88h3/+maO//qp3OEIIjSVERJBw6hQdJ03iwY0b6fL993jUq4ejvz9JFy+iGgx6hyiEMBJVVUmIiABg2bBhZCQlkZmczKbXXmPHxx9T79FH6TF9Ooq5OZEbNugcrRAV2/ULF5js5MT+7767aXt6YiLbP/oIv44d8e/SheD+/en1++9Ebd3Kiocflt/TotwqVhJIURQbRVF2KYpyUFGUo4qivJ+33VVRlDWKokTk/elinHCFqLiO/PrrTb989k2ciIWNDdZOTlw/d07HyIQQxnDm778BqNGr103bHQMCMGRlkRIdrUdYQggTSLt2DQDXkBDOrVjBVG9vvvXwYPcXXxD22GN0mToVqypVqNq0KZEbN+obrBAVXMTChWSnp7PumWeIO3YMyE3UrnnqKdLj42n7xRcoigJA7SFDaPfVV0QsXMi2Dz7QM2whSsyimPtnAB1VVU1RFMUS2KIoygpgALBOVdXPFEV5HXgdeE3jWIWokFRVZf3zz7N/8mQA/Dt3xtLenmOzZhE6fDhJFy6QeOaMzlEKIbR2etEi3MPCcK5R46btTgEBACSdP0+VatV0iEwIYWzX836vt/vyS+yqVuXYb79hZmlJ7QcfxLtZs4L9fNu2Ze+ECRiyszGzKO7HdiFEUZxZuhRrJycsbG2Z17kz7b/+mkubN3Nyzhzu+/hjqjZpctP+TV54gdhDh9j+/vu416tHyKBBOkUuRMkUayaQmisl71vLvP9UoB+Qv17lV+B+rQIUoqLb+s477J88mdpDh2Lp4MCyYcNYNmwYqCotxo3DuUYNkmQmkBAVSmpMDJe2bCF4wIBbXnP09weQukBCVGD5D3ecgoLwbtaMTpMm0eHrr29KAEHu+4EhK4u0+Hg9whSiwktPTCRq82YaPP00g9euxdLenmXDhnFw6lSavPACLV5//ZZjFEWhy/ff4x0ezurHHyc5KkqHyIUouWLXBFIUxVxRlAPAVWCNqqo7AS9VVaMB8v701DRKISqw/ZMn564xnj2bnjNnEnfkCJe3baPTd9/hXKMGTjVqkHbt2m07iAghyqczS5aAqlLrLkmg6+fPmzgqIYSpFCSBAgPvup+NqysA6ZIEEsIozq9ciSE7m5p9++Jety6PHD3KsO3befTkSTp88w2K2e1vly2sren522/kZGay5sknUVXVxJELUXLFTgKpqpqjqmpDwBdorihKvaIeqyjKaEVR9iiKsic2Nra4pxaiwslMTSXj+nWqtmiBoigE9+/PU5cv81R0NGGPPAKAU95SEakLJETFEbFoEU41auAeFnbLa5Z2dth6eMhMICEqsMQzZ3Dw8cHS1vau+xUkgfJqCAkhtHVh3TqsnZ2p2rw5AOZWVviEh+Naq9Y9j3WpWZP7Pv6Ys8uWEbFokbFDFUIzJe4OpqpqIrAR6A7EKIriDZD359U7HDNNVdWmqqo29fDwKOmphagwUvMKvzp4exdss3V1xc7dveD7/HohiWfPmjY4IYRR3IiN5cLatdQaOLCg0OR/OQUEkCQzgYSosBLPnME5KOie+9k4OwPIbGAhjOTSP//g26YNZubmJTq+8bPP4h4Wxsb//Y+stDSNoxPCOIrbHcxDURTnvK9tgc7ACWAJMDJvt5HAYg1jFKLCSrl8GQAHH5877iMzgYSoWI7Pno0hK4u6I0fecR9Hf39ZDiZEBZZ4+jRORUgCWTk6ApCZlGTskISodFJjYkg4dQrftm1LPIaZhQUdJ04k6cIF9nz1lYbRCWE8xZ0J5A1sUBTlELCb3JpAfwOfAV0URYkAuuR9L4S4h9S8JJD9XZJANs7OWDs7c11mAglR7qmqyuGff6Zqs2a41617x/0cAwJIvnhRagwIUQGlxceTeuUKbqGh99zX2skJgAxJAgmhuUubNwPg26ZNqcbx69CBWoMGsfOzz7ghJU9EOVDc7mCHVFVtpKpqfVVV66mq+kHe9muqqnZSVTU470+pXidEERTMBCq0HOx2nGvUkOVgQlQAF9asIe7IERo8+eRd93P09yc7PZ0bMTEmikwIYSrXjh4FuG1NsP+SmUBCGM+lf/7Bws4Oz8aNSz1W6w8+IDstjb3ffKNBZEIYV4lrAgkhSi85MhILOzus89b834lTjRoyE0iICmDX55/j4OND6PDhd93PKSAAkDbxQlREcUeOAOBe7969VSzt7UFRZCaQEEYQtXkzPi1bYm5pWeqx3EJDCRkyhH2TJ5Mm3fxEGSdJICF0lBQZiWP16ncsDpvPqUYNks6fx5CTY6LIhBBaO7dyJRfXr6fJ//6HhbX1XfeVNvG50hMTubJnj7z3iQol7sgRrBwdqeLre899FUXB2tFRZgIJobHMlBRiDx2i2n33aTZm+FtvkZWSwt4JEzQbUwhjkCSQEDpKjoykSvXq99zPuUYNcjIzC5aPCWFq6YmJpMrSpBLLunGDtWPG4Fq7No3Gjr3n/vlJoMo8E+jcypVM8/dnVrNmzO3QgRtxcXqHJIQmrh44gEdY2D0fAOWzkiSQEJqL2bcP1WDAO681vBY86tUjeMAA9k+eTGZysmbjCqE1SQIJoaPkixeLlAQq6BAmS8KETv4eOpSpVatKwcMS2v7hh1w/d44uP/xwz1lAANaOjti4uFTamUAx+/ezZNAgnAIDafvFF1zesYMtb7yhd1hClFpOZiYxe/dStUWLIh9j5egoLeKF0NiVXbsAqNqsmabjthg3jozERA5MnarpuEJoSZJAQugk9epVUq9cKVJNAOe8JJAUhxZ6SE9I4PzKlQAc++03naMpf2IPH2bPV19R75FHqF6MNrSOAQGVciZQ1o0b/P3gg1g7OzNwxQqav/IKtQYNIuKvv2RZ2F2oqsrOTz9l7TPP6B2KuIvYQ4fIycjAJzy8yMfIcjAhtBe9axeOAQHYeXhoOm7Vpk0J6NqVPePHk5WWpunYQmhFkkBC6OTq/v0ARepIUMXPD8XM7JaZQKqqSrFIYXRnly8v+Pr0X3/pF0g5pBoMrHnySaydnWn35ZfFOtbR35+kSjgTaMdHH5Fw6hQ9fv21oHNizfvvJy02lsvbtukcXdmkqirrn3+ezW+8wYHvviN65069QxJ3cHnHDgC8izsTSH7XC6GpK7t3a7oUrLAWb7zBjZgYjkyfbpTxhSgtSQIJoZNrx44BResOYm5piWNAAPEnT960ff1zzzHZyYnNskxCGNHpxYuxr1qVJi+8QPSuXWRnZOgdUrlx6Mcfubx9O+2//hpbN7diHetcsyaJp09jyM42UnRlT8rly+z95htCH3oI/06dCrbX6NEDcysrIhYt0jG6skk1GFj79NPsnzyZ+qNHY+XoyL5Jk/QOS9zB5a1bsff2LtJS8HxSE0gIbaVevUrS+fNUNVISyLdtW3xatWL3F1+Qk5lplHMIURqSBBJCJ4mnT2Pt5FTkG0OPsDDiDh/+9/gzZ9j/7beYWVqy87PPuLJ3r7FCFZVYdkYG51asIKhvX3zbtiUnI4MY+bdWJEmRkfzz2mtU79CBOiNGFPt4j/r1ycnMJP7UKSNEVzZt/+gjDNnZtP7gg5u2W1Wpgl/nzpz+6y9UVdUpurLHkJPDqscf5+APP9Bi3Di6fP89dYYPJ2LhQtITE/UOT/yHISeHC2vW4N+lS5GLQoMsBxNCa1d27wa0rweUT1EUWr79NkkXLnDoxx+Ncg4hSkOSQELoJPHMGZxr1izyB0H3+vVJOHWqYH3x8T/+AFXl4QMHsHJwYF85b0e555tvuLhxo95hiP+4uH49WSkp1OzXD59WrQCIzlvOIO5MNRhY+cgjGLKz6TptWrFu+PJ51K8PQNyhQ1qHVyalXbvG0enTqTtqVEEdtMKC+/fn+rlzxFaSv497UVWVVY8/zpHp02n57rvc9/HHKIpCvUceITs9nZNz5ugdoviPmL17Sbt2jcBu3Yp1nJWTkywHE0JDV3bvRjEzw6sIJRlKKqBbN6p36MC299+/Y6cwSdYLvUgSSAidJJ4+jXPNmkXe36N+fVSDgfjjxwE4OWcO1e67D/c6dQh96CFOzZ9PZmqqscI1qhuxsWz83/+Y26GD3qGI/zj9119YOjjg17Ej9l5eOAYEFNS0EHe2f8oULq5bR/vx43EpxnVemFtoKGYWFpUm6XH455/JTk+n8XPP3fb1oD59QFGkLlWerW+/zdEZM2j57ru0fu+9gkSjV5MmuNWty5EZM/QNUNzi/KpVoCj4d+lSrOOsHR3JSkmRwuhCaOTKrl241a2LlYOD0c6hKAptP/+ctNhYdn/99S2v7/z8c6a4uJAUGWm0GIS4E0kCCaGDnKwsrp8/j3NQUJGPyZ8VELNvH7FHjhB35Ai1H3wQgJDBg8lOT8/9gFkOFY479sgRHSMRhakGA2eWLCGwRw8sbGwA8AkPl5lA9xC9cyebXn2VGr16Uf+JJ0o8jrmVFW516hCzdy+qwcCSwYMrdE2c47//jk+rVniEhd32dXsvL6q1bl2h/w6K6uC0aez4+GPCHn+cVu++e9Nr+bOBonfs4FreQwNRNpxdtoyqTZsWuxuRlaMjAFkpKcYIS4hKRVVVruzaZbSlYIV5N2tGrcGD2fPVV6TGxBRsz0pLY/PrrwNUmgc9omyRJJAQOki+eBE1J6dYM4FcgoOx9/bmwtq1nJw7F8XMjFqDBgG5BehsXF05XU5vji6sXQuAYm7O0V9/1Tkake/K7t2kXrlCzb59C7Z5h4eTHBlJclSUjpGVXclRUSweMAAHHx96/PpriZaBFebbrh2Xtmzh0pYtnJo/n8UDBpBw+rRG0ZYd1y9cIPbgQYL797/rfjXvv5/YgwdJPHfORJGVjjHqF51Ztoy1Tz9NYI8edJk69bb/xuo89JC8n5YxqVeuEL1zJ0GF3k+LyjovCSRLwoQovcQzZ0i7dg2f8HCTnK/Nxx+Tk5nJmqeeKvidsL1Q3buESlT3T5QdkgQSQgf5N3HFWSaiKAqB3btzbsUKDv/0E9Xbt8feywsAMwsLgvr04czff5e7LgQ5WVmcX7WKWoMHE9SnD8d++61SdUMqy04vWYJibk5gz54F2/I/NEkL6lslRUYyt0MHMpKSuH/x4mJ3A7sd/86dyb5xgzVPPQWAYmbGwp49K1xx5LN//w3kLfm6i+D77wcoF0vCMpKS+KF6dTa/+WaJjk+OimLXl19yfs2agroR8SdPsmzoUDwbNqTP3LmYWVjc9lj7qlUJ7NEj9/1UlhCVCWfy/o3XLEESKH8mkBSHFqL08j+/eLdoYZLzuQQH0/bzzzn9119seOEF9k6cyK7PPyfsscewcXWVJJDQhSSBhNBBYl4SqDjLwQAaPPUUmUlJpEZHU+/RR296LXjAADISE7m4YYNmcZrCqfnzSb1yhbojRlB35EhuxMRwfvVqvcMSwJklS/Bt0wZbV9eCbR4NG2JuZSVLwgpRVZWT8+fzW6NGpMbEMHj16jsuaSquwO7dqVK9OvHHj1Nr0CA6TppEQkQEyRWshsCZpUtxCQ7GNSTkrvs5BwXhHhZWLpJAF9etIyUqip2ffFKi9+Utb77JP6++yvyuXfnr/vtJvXqVxQMGYG5tTb+//rpnLYt6jzxCyuXL8n5aRpxZsgRHf3/cS/DekJ8Eyrh+XeuwRDl2cv58lj7wgDw4K6bonTuxtLfHrW5dk52zyQsv0HDMGPZNmsSGF17Av3NnOk6ahGtIiCSBhC4kCSSEDhJPn8bC1hZ7b+9iHefdvDl95s2j/fjxhA4detNrAV27YungQMSCBVqGalQ5mZlsfecdXENDqdGrFzV69sTW3V0KmpYBiWfPEnfkCDX79btpu4W1NZ6NG3N5+3adIitbMlNSmNO+PUsHD6aKnx/Dd+/Gp2VLzcY3t7JiwLJltHznHTp/911BJ5Or+/drdg69ZSYnE7lhQ5GXyQT370/Uli2kXr1q5MhK59zKlShmZjjVqMGKhx8u1g18Wnw8J+fMoXqHDjR46ikubdrEVC8vEiIi6DNnDo7Vq99zjKDevbF1c+PI9Oml+TGEBrLS0riwZg1BffuWaImotcwEErdx6IcfODl3LvsmT9Y7lHIlescOvJo2xczc3GTnVBSFTlOmMHzPHh7cvJlBK1diaWeHS61axJ88abI4hMgnSSAhdJBw+jTOQUEl+jAYMmgQTV98EcXs5svXwsaGoN69iVi0qFw8Fdrx8ccs7NWLxNOn6TB+PIqZGeZWVoQ+9BBnFi8mLT5e7xArtbPLlwO3X57jEx5OzJ495W7poTH88/rrXNq8mc5TpzJ81y5ca9XS/BweYWG0fv997Dw8cK9fH8XMjJgKlAQ6v3o1OZmZ91wKlq/WoEGoBgMn5841cmQlp6oq51auJKhvX3r/8Qcply+z8eWXi3z8sZkzyU5Pp8M339Bl6lT6//03zV97jaFbt+LXsWORxjC3siJ0+HBO//UXN+LiSvqjCA1Eb99Odno6AcVsDZ/PSmoCif/IzsggassWFHNztr79NsmXLukdUrmQkZREzL59+N53n8nPrSgKVZs0wfe++wo+w7vUqkVKVBSZUvRdmJgkgYTQwbVjx3ANDdV83FqDBpEWF8elf/7RfGwtpScmsuWtt7iwdi3NX3uNwO7dC16rO3IkOZmZnJwzR8cIReTGjTj6+992yaJv27Zkp6dX+tlAkf/8w4Fvv6Xxc8/R8Kmn7lifRUtW9va41q7N1X37jH4uUzmzdCk2Li5Ua926SPt7hIXh0aABx377zciRldyVPXtIvniRoD598G7enGavvMLhn34q0tIsVVU5+P33+LRsiWeDBgAE9epF288+w7uY3WzCHn8cQ1ZWmf67qgwiN21CMTMr8Y2n1AQS/xW9c2duonj8eNScHDa+9JLeIZULlzZtQs3Jwa9TJ71DAXKTQPBvmQghTKVYSSBFUaorirJBUZTjiqIcVRTl+bzt7ymKEqUoyoG8/3reaywhKoojM2ZwtBgfsDOSkrh+7hzuRliLHNijB1aOjmV++n/+DeygVato+9lnN73m2bAhHvXry5IwHamqyqVNm/Bt1+62r/t37oyZpSWnlywxcWRlR2ZyMitHjcI5KIj7Pv7YpOf2atyYmAqSBDLk5HB22TICe/YsVhKtzvDhXNm1i/gyWkvh5Jw5mFlaFnQ7a/Xee7iGhrLq8cfvuSwscsMG4k+epEFeMfDS8KhXD+/wcA7/9FOFKyZenkRu2oRno0ZYOzmV6HhZDib+6+L69ShmZtR5+GGajxvHyblzubBund5hlXkX1q3DwsZG02XbpZFfB0+WhAlTK+5MoGzgJVVVQ4Fw4BlFUerkvfaNqqoN8/5brmmUQpRRGUlJrHzkEVY8/DBZaWlFOmbP11+DqhrlKYSlnR11hg/n5Lx5ZXo51ZU9ewDwatLkltcURaHuqFFc2bWLa8ePmzo0Qe5MtbS4OKq3b3/b162qVCGoTx+O/PILmcnJpg2uDFBVlXXPPUfShQv0mDkTK3t7k57fs1EjUqKiSI2JMel5jSF6xw7S4uKKvBQsX+iwYShmZhybNctIkZVc/lK1gK5dsXFxAXKX6/aYPp2UqCg2vfLKXY/f/+232Lq5ETJkiCbx1H/8ca4dOybF3HWSnZ5O9I4dd3w/LQrLvCLgshxM5Itcvx6vJk2wcXam+auv4lSjBuuefVaWad/DhTVrqHbffVjY2OgdCgDOeV2CpTi0MLViJYFUVY1WVXVf3tfJwHGgmjECE6Isy6+5c+jHHwu2nV606K7HqKrK5jffZPsHHxA6bFiRlz4UV4MnnyQnI4Ojv/5qlPG1cGXPHpwCA+/YQrv2gw8CELFwoSnDEnkiN24EoPodZgIBNH/9dTISE9k7caKJoio7dn3+OUdnzKDFm29SrVUrk5/fswIVhz69ZAlmFhY3LQktCgcfH/w6deL4rFllbobLxfXrSY6MpPZ/ivd7t2hB05df5tCPP3J2xYrbHht37BinFy+m3mOPaXaTEjJkCObW1mW6hlJFFr1zJzkZGXd9P70XM3NzrKpUkZlAAoCsGze4vGMH1Tt0AHKTzJ2mTCH++HHWjhlT5t4Ty4r4kye5duwYNXr31juUApa2tlTx85Mk0H+cX7OGi+vX6x1GhVbimkCKogQAjYCdeZvGKopySFGUXxRFcbnDMaMVRdmjKMqe2NjYkp5aCF3t/uorJjk5senVV9nx0Uf4deyIc1AQeydMuOMvXtVgYP3zz7Pzk0+oP3o0PWbOLFFR6KLwqF+faq1bs2/SpDJbIDpmzx68mja94+sO3t5Ubd68Ui830lPkpk1UqV4dp8DAO+7j3awZwf37s+uzz0iOijJhdPraN3kym8eNI3TYMFq/954uMXg2bAhQIZaEnVm8mOrt25domUyd4cO5fu4cl7dtM0JkJbf/22+xdXen1sCBt7zW+v33ca9XjyWDBt1SH0g1GNjw/PNYOTjQrBhFpO/FqkoV/Dt35vTixXJzqIOoLVsAqFbKQrRWjo6SBBIARG3diiEr66Yi8TV69CD8zTc5/PPPbPzf/zDk5OgYYdl0av58gNu+N+vJNSSEaydO6B1GmXEjLo75Xbsyt4zUbaqoSpQEUhTFAVgAvKCqahIwFQgCGgLRwNe3O05V1WmqqjZVVbWph4dHySIWQkeHf/mFTa+8QvaNG+z+8kusnZ3p+uOPtBg3jiu7d9925krqlSss6NGD/ZMn0/Sll+jy/fdGb0vZ7JVXSDp/npPz5hn1PCWRdu0a18+do+pdkkAANfv25cquXaRER5soMpEvescOqrVufc9EZbuvvsKQnc26Z56p8DeXqsHAjo8/Zv1zz1Hz/vvpPn36LR36TMXG2RnnoKByPxPo2okTxJ88SVC/fiU6PnjAACzs7MpU0ePr589zZskSwh5//LYzeSxsbBi8di3OQUHM796df8aNIzMlBdVgYPMbb3Bh7VrafPYZdhp/Rgrq25fr584Rd+SIpuOKe7uyezcutWoVLA0sKStHR1kOJoDc2YZmFha3JBZbf/ABjZ9/nr0TJjC7RYuCpfc5mZnkZGXpEWqZoaoqx3//HZ+WLani66t3ODdxCw0l/vjxCv85qqgOfPut3iFUCsX+BKsoiiW5CaDZqqouBFBVNUZV1RxVVQ3Aj0BzbcMUQn8Rf/3F6ieeIKBbN17MyODpK1d47NQpnGvUoM7DD+PZqBFrnnzypkKlZ5cvZ0b9+lzavJku339Puy+/NNoMoMKC+vTBNTSUXZ9/XuZ+qURt3QrkLo24m/zpukXppiO0kxoTQ3JkJFWL0IXIuUYN2nzyCacXL2bXfwp8l3eqqnJw2jTOrljBxQ0bmNe1K1veeovQYcPoM3cu5lZWusbnWQGKQ59evBiAmiVMAlk5OBDcvz8n584lOyNDy9BKbPuHH2JmYUHDMWPuuI+9lxfDtm2j3iOPsOuzz5jm78+PNWqw6/PPqT96NA2efFLzuPJrLp27wzI0YTxXdu8u0vvpvVjLTCCR5+L69Xi3aHFLPTrFzIyOEybQ+88/SYmKYlazZkyvV48prq4s6t27zH0eNKXITZu4duwYYU88oXcot3ANDSUrNZXkyEi9Q9FdTmYmB6ZOLfj+Xo0URMkVtzuYAvwMHFdVdXyh7d6FdusPyKMmUaFcWLeOvx98kKrNmtF3wQLMrayw9/LC3NISAHNLS3r/8QeYmTG7RQv+ef11lo8YwcJevbCvWpXhe/bQ4MknTZIAgtwPAs1ffZXYgwc5v2qVSc5ZVBfXrcPC1hbv8PC77ucRFoaNiwtRmzebKDIBuTcsQJFvWpq8+CK1hw5l8xtvsL8CPb2J2rKFNU8+ycKePZnbsSNX9+2j89Sp9Jw1q+C615N38+ZcP3u2XC/Fi1iwAK/GjXGsXr3EY9QZPpz0hATOLF2qYWQlE7VtG0dnzKDhmDH3/JmsHBzo/vPPDNu+nRq9euHVuDE9Z82iy/ffG+X3hIO3N661a3NJ3k9NKuXyZVIuX9YkCWTl6Cg3RIKM69eJ2bOH6oWWgv1X7Qce4NETJ2jzySc4+vtjbm3N+dWruViJu4ft+fprbFxdC2pOliVuoaEA0gyF3AcVN2JiqPfoowBcP3dO54gqrqL3Y83VGhgBHFYU5UDetjeAoYqiNARU4Dyg/WMsIUwkOSqKy9u2oaoqipkZV3bvZt/EiTjXrMmAZcvu2AnINSSEYdu2sf6559j95ZeYW1nR7JVXaP3BB7p0IQgdNoytb7/Nrs8/L3bRVWO6sG5dbmcGa+u77qeYmVHtvvvkpsXEruzejWJmVlB8+F4URaHHjBlkp6WxbuxYUBQa3WUWRHmRXxy7x8yZWDs64tepE1Z5HXrKgoBu3dj0yiucX7WKsLwPS+XJtePHubJ7N+2/vu3q8SLz79wZp8BAVj32GMdmzsS/SxcaP/usRlEWXWZKCstHjKCKnx+t3n+/yMf5hIfjc4+EuFZ827bl5Jw5GHJyjL4kWeTKX46jVRIopRwnfYU2Lm3ejGow3FQP6HasnZxoMW4cLYDsjAx+rlWLdc8+y4i9e7G0szNNsGXExfXrOfv337T59FMsbW31DucWrnlJoPjjxwns1k3naPR1av58bFxdaTB6NEd++YXr584V1EEU2ipWEkhV1S3A7R5RSUt4USEcmzWLVY8/Tk6hpQWKmRm1Bg+m05Qpd+xmlc+lZk0GLl9O1o0bmFtZYWZR3DyrdsytrGjy4otsfOklonfuvOfyK1NIjori2tGj1Bkxokj7V2vThjNLl5IaE4O9l5eRoxOQmwRyq1OnWG3Pza2s6DNnDksGD86tD2Qw0HjsWCNGaXxRW7bgHhZG3SL+WzU193r1cKhWjXMrVpTLJNDhX35BMTcn9KGHSjWOmYUFg1avZvMbb3Bq3jzOLF1KgyefNPlyvU0vv8z1c+d4cNMmrB0dTXruovJt04ZD06YRd/iwfKg2kSu7d6OYm2vy9y3LwQTkJjTMra2LlTy2sLamx/TpzO3cmXVjx9Lt559NNjNdb+kJCax89FGcatSgyQsv6B3Obdl5eGDr5lbpZwJlZ2RweskSag0ahHNwMCAzgYxJn6qWQpRBVw8cYOUjj+DTsiXD9+xh1JEjjDx4kDFXr9Lnzz+xc3cv8liWdna6JoDy1X/iCWxcXNj1+ed6hwLkLv+AotcAyW+/fWXXLqPFJP6lqmqJ61eYW1nRZ+5cnIOCODpjhvbBmZAhO5uobdtK3c3HmBRFIahvX84uW1YuisVmpqaSdPEiAKlXr3Jw6lRCBg/WJLnrUrMmfefO5f68GkP53ZhM5ezy5Rz84Qeavfwyvm3amPTcxeHTujUA0fJ+ajIx+/bhVqeOJjMvZDmYAIjcsIFqrVsXe4a5X8eOhL/5JkemT+fwTz8ZKbqyJT0hgUV9+5ISFUXv33/XZVZ+USiKgmtoKNeOHdM7FF1dWLuWzKQkag0ahI2LC1aOjpIEMiJJApUjWWlpHP7lF27ExuodSoW09Z13sHJ0pN/ChVRt0gT3unXxqF//nrN/yjKrKlVo+MwzRPz1F/EnT+oSQ9TWrXzn5cVf/fuzd8IE3MPCcKtdu0jHejRoAIpCTDnvglRepEZHkxYXh2ejRiU63sLamhq9ehF/8mS5LkAZe+gQWSkp+JbhJBBA3YcfJjstjVNlsAvgf60bO5Zp/v6kXr3K5tdfJzs9nVbvvafpOfw6dsTcyoqzJix+nJmSwqrHH8e9Xj1af/ihyc5bEk4BAVg7O3O1nBcUL0/iDh/Go359TcaydXcnMzm5zBRBF6aXdu0aVw8cuOdSsDtp9d57BHTtyrqxY4mr4AmH5EuX+KNNG67s2kXP2bPLxGz4u8nvEFaZnZo/H2tnZ/w7dUJRFJwCAyUJZESSBCon0uLj+bNtW1Y99hgzGzXikomfdFZ0N+LiOLt8OfVHjy51G9eyptGzz2Jhbc3uL7/U5fzb3n+fG1evcm7FCq6fO0eTF18s8rFWDg64BAeX+1bY5UXs4cMAuIeFlXgMl1q1yEpJIfXKFa3CMrn8OlTVyvCsDsjtsOdRvz47PvmkzN8YxuzdC8Cctm05Mn06zV99FdeQEE3PYeXggG+7dpxetMhkScj9U6aQGh1N12nT7lnnTG+KouDZsKEk1U0k4/p1kiMjS/V+WpidhwcAaXFxmownyp/8WnXVO3Qo0fFm5ua5zQ1sbNg8bpyGkZUtadeuMadDB5IjIxm4ciW1hwzRO6R7cqtTh7Rr18r1Z6fSyMnM5PRff1GzX7+C5dySBDIuSQKVA4acHJYMHEjcoUO0ev99LGxtmdO+PfsmTdI7tArj7LJlqDk5hAwerHcomrP39KTeo49ydOZMk3cSMuTkcHn7dhqOGcMTZ8/mtkUeNapYY3g2aiRJIBOJO5Lb2NG9Xr0Sj+EcFARA4pkzmsSkh6gtW3D09y9V1ypTUBSFdl99xfWzZ/mrXz92fPwxy0eMYFaLFmx99129w7uJVZUqQO4NbJ3hw2lppPjqjBhB4pkzRG7aZJTxC8tISmL3l18S2KMHPi1bGv18WvBs1Ii4Q4cwZGfrHUqFp8X7aWF2np4A3Lh6VZPxRPlzccMGLO3tS1Vo3M7Dg2Yvv8yZJUuIO3pUw+jKjvXPPUfShQsMXLECvxImzEzNq0kT4N9i8pXNhXXryEhMpNbAgQXbnAIDuX7+fLmeWV6WSRKoHNjz9ddEbtxI56lTafXOO4zYuxf/Tp3Y+PLLZN24oXd4FULU5s3YuLhU2GKZTV9+GdVgYO+ECSY9b9yRI2SlpODTqhUOPj74tGxZ7GKEno0akXThAmnx8UaKUuSLO3wY+6pVi1X/6r+catQA4PrZs1qFZVKqqhK1ZUuZru1SWECXLnScPJlLmzax5a23iNy4kYzERHZ89BHXTpzQO7wCKZcvE/rQQzwTF0fP334z2qyZWgMHYu3szIFvvzXK+IXtnzyZ9Ph4zZe1GZNno0Zkp6frtjy4MtE6CWSbPxNISgJUWhfXr8e3bVvMLS1LNU6Dp5/G3Nqa/VOmaBRZ2RH5zz8c//13wt98s6CuZHng2bhxQUfiyujknDlYOznh37VrwTanwECyb9yQxLeRSBKojEu9epXtH3xAzfvvp94jjwC5HSIajR2LISuLGFnbr4morVvxadUKxaxiXhLOgYGEDBnCoR9+MGkyJWrrVgB8SvGLOP8DdGVfK20KcUeOlPqGxSkgABSl3M4Eij9xgtQrV8r8UrDCGo8dy7NJSTyfmsqTkZEM3bIFCzs7tr7zjt6hAbmJtdTLl3GoVs3o57K0s6Ph009zasEC4k+dMtp5Mq5fZ8/XX1Ojd2+8mzc32nm05l63LkCl70JjCrGHD2NVpQqOfn6ajJe/HEzqQlZOyZcuEX/8eInrARVm5+5O7aFDOTpzJumJiaUPrgzZ8eGH2Hl50ezVV/UOpVis7O1xq1u3Uhbuz87IyF0K1r//TQ+InAICAOkQZiwV8463Atn16adkp6XR9rPPbppBkT9tML/Ogii59MRE4k+cKFWiojxoMW4c2WlprBw1ymRLAS5v3Yq9t3fBG3lJ5BeRlifXxmXIyeHa0aOlrl9hbmVFlerVy+1MoNN//QVAjV699A2kmMwtLQs6ENl5eNDkxRc5NW9emXhQkB4fT05mJg4+PiY5X+Pnn8+tg/bFF0Y7x75Jk0hPSChXs4Agt2YX5CY7hXHlJ9W1asUtM4Eqtwtr1wIQUGimRGk0fu45sm/c4NC0aZqMVxZc3rGDC2vX0uzll7G0tdU7nGKr2qwZV3btQjUY9A7FpCIWLiTj+nVChw27abtjYCAgSSBjkSRQGZZ86RIHpk6l7siRtxTQdPDxwb5qVUkCaSAh72lx/hPSisojLIwOEyZwZulSlg4ZYvQZQYacHC6sW4dv27al+hDsGBCAuZWV3LQYWeKZM2Snp2uydME5KKjczgQ6tXAhVZs3p4oJZq0YU7OXXsLG1ZUNL75ITmamrrGk5NUiM1USyN7L6986aJcuaT5+emIie77+mqC+fama90CmvLBycKCKry8JklQ3KlVViTt8WLOi0AA2zs6YWVjI0ohK6vzq1dh5eWn2b8qrUSP8OnVi38SJZb6xQFFt//BDbN3caPDUU3qHUiL+nTqRHh9f6WYDHfjuO5yDgvDv1Omm7TITyLgkCVSGbf/wQ1SDgZZ3mNLv1aSJJIE0kD/DxEXjTjVlUaNnnqHDhAmcXrKEn2rUYPObbxptannUli3ciIkheMCAUo1jZm6OS61akgQysoL6FRp8wHSuUYPEcjgT6OqBA8Ts2UPtBx/UO5RSs3Zyov3XX3Ppn3+YFhDArw0asOebb8hOTzd5LCmXLwOmSwIBNHvlldw6aBMnaj727i+/JOP69XI3Cyifa+3aZapeVEWUeuUK6fHxmtUDAlDMzLB1d5flYJWQajBwYc0aArp00WxmGUDzV18l5fJljs+erdmYeonZt49zy5fT5MUXsXJw0DucEgns2RMzCwsiFi7UOxSTubJnD1FbttDgqaduKclh5eCArYeHJIGMRJJAZVTimTMc+eUX6o8efcelNF5NmxJ/4gSZqammDa6CSTh1CsXcHOe8grYVXZPnn+fh/fvx79KFnZ9+yi+1axulZfDJefOwsLGhRs+epR7LtXZtSQIZWdzhw6AouNWpU+qxnIOCuBETQ2ZKigaRmc7eCROwsLMrdge7sqreqFH0mTcPn/BwzG1s2Pi//+nSNSx/No4pagLlcwoIIHjAAI788oumia/EM2fYO348ocOG4dWokWbjmpJLSAgJJ09KxxUjupbXdUnrGca2Hh6yHKwSunrgAGlxcTcVzdWCf5cueDVtytZ33il3v6//a/uHH2Lt5ESjsWP1DqXEbJydCezZkyPTp5OVlqZ3OEanqiqbx43D1s2N+qNH33Yfl5o1SYiIMHFklYMkgcqobe+9h5mlJeFvvnnHfao2aYJqMBB74IDpAquAEk6dwikwEHMrK71DMRmPsDD6zpvHqMOHsXRwYF7nzpomgjKTkzn222/U7N9fkycyrrVrk3j2bIWZslwWxZ84gaO/P1b29qUeyymvTXx5qgt0ccMGjs6cScOnn8bGxUXvcDQTMmgQ/RYuZPjOnYQ88AAHp041eSHQ5MhIUBSTJoEAGjz5JOnx8ZyYM0eT8S5t2cL8bt2wsLWlzWefaTKmHlxr1yYzOZnU6Gi9Q6mw8m9a8mswacXOw0NmAlVC59esAcC/c2dNx1UUhU6TJpESFcWqxx7TfelwSV09cIDTf/1F4xdewNrJSe9wSqXJiy+SFhfHvkmT9A7F6HZ8/DEX1q6l5XvvYe3oeNt98h9aCO1JEqgMij18mGOzZ9No7FgcvL3vuJ8Uh9ZG0oULpSpcXJ65163LAxs35iaCOnXSrIjsvkmTyExKovFzz2kynmtICGpOjkwJNaKEiAhcNbphyZ9VV1aXhGVnZGDIyQFyn0SdWbqUxQMG4Fq79h2X31YEzV97jczkZA5OnWrS8yZHRuLg7V3qtsbF5dehAx4NGrD1rbfIuH69VGNFLFrEn23akHXjBgOWLcOxenWNojS9/Otcnq4aT0JEBBa2tpovgbTz9JSaQJXQ+ZUrcQ8Lu+s9QUn5tGxJ2y++4OTcuUzz9+fP9u2Z07Ejf7Rpw+yWLfmtWTM2vPRSmZ05qKoqW95+G2snJ5q88ILe4ZRa9XbtqNmvH5tff53fmjRhTocOzA4P55fQUH7w9+f3Vq24vGOH3mHe07mVK5nfvTt/tGnDP+PGkXD6dMFrmcnJrHvuOba+/Tahw4bR6Jln7jiOa0gIqVeukJGUZIqwKxVJApVBm155BRtnZ5q//vpd98svDn1FkkClkhIdjb0Ja1WUNc6BgTy4aRNWjo7M7dSJK3v2lHgs1WDg8PTpbHv/fWoNGoRPeLgmMTrldQhIOn9ek/HEzVRVJeHUKc2eWjvnzQQqi8Whs27cYJq/P9+6uzO7ZUum16nDor59qeLry8AVK+74NKoi8GrUiIBu3dg7caJJawMlXbxIFY3aZBeHYmZGl6lTSYmO5vdWrYjLW6JTXKrBwNZ33sG1dm0eP30an5YtNY7UtPLfT6/L+6nRJERE4Fyz5i01LkrL1sNDkkCVzI24OC798w81+/Y12jmav/IKA1euxLddOwAMWVmYWVpi7eiImpPD3vHjS/XZ0JhOzp3L2b//psWbb2Lj7Kx3OKWmKAq9fv+d+z7+GBtXV9ScHKydnHAPC8OvQweSo6KY16VLmX3IBrmd7P7q1y+35qqqsvuLL/g5OJifa9Xiz3bt+L5aNfZPnkyjZ5+lx8yZd61z5Sodgo3GQu8AxM3OLFvG+VWraD9+PLaurvfcX4pDl45qMJAaHW3SgqVlkVNAAA9s2sSc9u2Z26kTvX7/naBitsg+v3o1m159ldiDB/Fp1YpuP/2kWXyO0iHAqG7ExJCZnKxZEsjGxQVrZ+cyuRwsYuFCbsTE4F6vHpZ2dti4uNDkxRep+/DDWNjY6B2e0TV/7TXmduzIge++o9GzzxJ/8iRO/v5YValitHMmR0bi0aCB0ca/G5+WLRm0ahXLHnqIOe3aMWTjRjyKWaz39JIlxB05Qs/ffsPSzs5IkZpOFT8/UBRJqhtRYkQEbkboOOpQrRqZSUlkpqSU2+K3onjOLF2KajBQs39/o54nsFs3Art1u2X7jbg4vvP05NyKFXg3a2bUGIor9epV1j3zDFWbN6fpiy/qHY5mLO3sCH/jDcLfeOOW15IuXmRGWBhrx4xh0MqVOkR3Z1cPHuTg999z+KefcA0N5YENG7B1cyM5Korjs2dzZfduUqOjCXngAeo/8QTezZvfc8z87tgJJ0+WuX9/5Z3MBCpDbsTFsWb0aNzq1qXhmDFFOsarSRPijx+X4tAllHbtGoasLKNMsS1vnPz9efCff3CpWZNFffqw45NPijT915Cdzeonn2R+t25kJifTa/Zshm7erOm6bAdvb8ytreXJtZEU1K8IDtZszLLaJv7wzz/jVKMGIw8eZMi6dQxcvpwGo0dXigQQQPX27Qno1o2NL73EBBsbfg0LY3qdOkZ7yquqKskXL1JFx+VT/p06MWzrVsytrZnbsWOxnqCqqsqOjz7COSioQnSNA7CwtsbBx0feT43EkJ1N4tmzmr6f5stfhpgcGVms4zJTU1kzZgyHp0/XPCZhXKcXLaKKnx9ejRvrcn47d3eqNmvG+TKWcABYN3YsmcnJdJ8+HTOLyjGvwdHPj/C33uL8qlVE796tdzgFzq5YwezmzTk6YwZ1R43igY0bsXVzA6BKtWo0f/VV+s6bx9AtW+j2449FSgBB7mdJxdxcmsMYgSSByojrFy6woHt30uPj6TlzJhbW1kU6zkuKQ5dKfmHMyrwcrDDH6tV5cMsWQocOZcubb7LsoYfIunHjjvsbcnJY+eijHJo2jWavvsojx44ROmyY5lPgFTMzHP39ZSaQkSScOgVoW8TUqUaNMpcEij1yhMiNG6n/xBOa/xstLxRFod+iRXSYMIHmr71G12nTwMws9/dPQoLm50u7do3s9HQcdVgOVphzUBBD1q9Hzc5mcf/+d31fK+zcypXE7N1Li3HjKtRNhlNAgLyfGknSxYsYsrKMkgTKX1aZdPFikY9RDQaWDBrEwalTWfXYYyVeFilMLzMlhfOrVxPcv7+mreGLK7B7d6J37iQtPl63GP7rxJw5nJo3j1bvvYe7Bl1Ny5OGTz2FtZMTe77+Wu9QgNzlX4vvvx+3unUZHRlJtx9/LNJqlqIwt7LCKTBQloMZQeX8FFxGpMXHc/CHH5jbqRM/1ahB/MmT9Jk/v1jZfp9WrQCI3LjRSFFWbCmXLwPITKBCLG1t6TlrFm0++YQTf/7JH/fdd9snxqrBwOrRozn222/c99FHtPv88yInL0vCKSBAli8YSfypU5hZWuLo76/ZmK61anH93DmT1p65l30TJmBubU3Y44/rHYquLG1tafL887T55BPqP/EE/ZcsIT0hge0ffKD5uRLzikHm16HRk2tICL1+/53Yw4dZ8+ST95zpqKoq2z/4gCp+ftQZMcJEUZqGU2CgvJ8aSf7MSmdjJIFKMBNo/5QpnF+5klbvv4+tqyurHnusoDC+MJ6M69c59OOP7Js0qcRFlc8sXUpORgbBRl4Kdi+BPXqgGgycW7FC1zjyJZ49y+rRo/Fu0YJmr7yidzgmZ1WlCmFPPMGp+fNJungRVVVZ9+yz7J0wweSxXDtxgiWDBuFSqxaD167Fzt1d83O41q4tSSAjKFYSSFGU6oqibFAU5biiKEcVRXk+b7uroihrFEWJyPuz4vTXNQJVVdnx8cd87+PDmqeeIiUqihZvvsmoI0eKXYfFzt0dz4YNubBunZGirdhS8mcCSRLoJoqi0GLcOPovXcr1s2eZ1bQpJ+fNK/ggk78E7Mgvv9DynXcIf/NNo8fkFBgoT66NJDEiAuegIMzMzTUb06NhQ9ScHOKOHNFszNKIPXSII9OnU3/0aKN8SCnPPBs0oN4jj3Bg6lRSNS46mz+F2y00VNNxSyqwe3davfcex2bN4siMGXfd9+S8eUTv2EH4m29ibmVlmgBNxDEggORLlzBkZ+sdSoVjjOW1+Rx8fFDMzIqcwIs9dIh/Xn+dwB49aPn223SYOJHonTs58N13mscm/nVy3jx+DAxk9ejRrH/+eQ5+/32Jxjn88884BgTg26aNxhEWj3fz5lSpXp3js2frGgfkdvdc+sADKGZm9P7zzwo1Q7M4Gj/7LJCb5D05dy77p0xhg4nrImVnZLCoTx/Mra3p//ffms3++S+30FASTp4kJyvLKONXVsWdCZQNvKSqaigQDjyjKEod4HVgnaqqwcC6vO/FHez6/HO2vPUWQX378vD+/Txy/Dj3ffABTiV8Cu/XuTOXt24t8vR28a/0a9cAsJWbwtsK6tWL4bt3U8XPj6VDhjC7RQs2vfoqs5o14/BPPxH+9tu0eu89k8TiGBBAWlwcmSkpJjlfZRKvYWewfF6NGgFwdf9+TcctidSYGP4eOhQbV1davfuu3uGUSU1feomcjAxO/P67puPGnziBmaVlmZgJlC/8zTfx69iRdc88Q9yxY7fdJz0xkU0vvYRnw4aEPfaYiSM0PqeAANScHJIvXdI7lAon8fRpLB0csK9aVfOxzS0tca5Zk2vHj99z3+RLl1jQsyc2rq50+/lnFEUhdNgwArp2ZfMbbxRpDFE8qqqy89NPWTpkCK61a/PQjh25Ndj+979i/30nnj3LxXXrCHv0Ud2XLytmZtQZPpzzq1eTeuWKrrH889prxOzZQ/fp03HKaxpSGTn6+VFr0CD2TZzIqrzfURZ2diWedVYSsQcPknj6NB2++abE97BF4VG/PjmZmQWlC4Q2ivWuoqpqtKqq+/K+TgaOA9WAfsCvebv9CtyvYYwVSlJkJFvfeYdagwfTZ84cPBs2LPU634CuXcnJzOT8qlUaRVl5pCckoJibG7UzTnnnEhzM8N276fL99+RkZLBn/HgMOTn0njOH+z74wGTr1POXKhWnFoK4N9VgIPH0ac2TQE41amDt5KRrW9lrx4+z7rnn+KlmTa6fO0efuXMLChWKm7mFhuJWty4RixZpOm78iRO4BAeXqae1Zubm9Jw1C6sqVZjTti0bXnyRfZMnc27VKgzZ2eRkZbFi5EhSr1yhyw8/aDpDrqzI77iYdOGCvoFUQAkREbjUrGm0343u9erdc4ZlTlYWi/r0ITMpiQHLlhUseVcUhc7ff4+lnR2/t2wphaI1lJOVxeonnmDzG28QOmwYQzZswLtFC7pPn46lgwPLHnqInMzMIo935JdfUMzMqDtqlPGCLoY6Dz+MmpPDIQ07vxZXxF9/sW/iRBo/9xzB99+vWxxlRcdJk/Bt1w7Phg1p8r//kX3jhkmTdPmJTa8mTYx6nvzuorGHDhn1PJVNiT+VKYoSADQCdgJeqqpGQ26iSFEUzzscMxoYDeCnc5FIvez+8ktQVdp9+aVmHxD8OnTA1sOD43/8ofu64fImPT4eGxcXXQvulQdm5uY0ePJJGuTV0dDj78uhWjUAUi9frnRFAI0pKTKSnIwMXDVOAimKgm/btpxfvdro/2ZyMjNZMXIk2enpOAcFkXL5Mld27ybx9GnMLC2p/cADNB83Tv7d3ENw//7s/OQTbsTGYufhocmYsYcO4alTV5u7cfD25oGNG9nwwgscmDqVnIwMIDfZbGlvz7Vjx+g0ZUqRO5iUN/nvp/l18YR2EiMi8GjY0Gjju9erx+m//iIrLQ1LW9vb7rPn66+5euAAfefPxzPvBiqfc2Agw7ZvZ/mIEax9+mmCevfW7HqvrNLi41k6ZAgX162j5Tvv0Oq99wp+5zl4e9Ptp5/46/772frOO7T97LN7jpeRlMT+b78lqE+fgo5wenOrXZvAnj3ZN3EiTV58ESt7e5Oe//qFC6x85BG8mjSh7RdfmPTcZZW9pyeDV68G4PyaNewdP56EU6dMVuc0/vhxzCwtcQ4KMup5XENCMLO0JPbQIUKHDjXquSqTEs0vVBTFAVgAvKCqalJRj1NVdZqqqk1VVW3qUQl/4aTGxHD4xx8JHT5c02lzZhYWhAwZwtmlS43S3aUiS09IwMZFSlgVh14Jsyp5Ny3JUVG6nL+iyp9ea4wipjV69SLp/Hmu3WHJjRZUVWX9889z4s8/idmzhwPffcfl7dtxCw2l05QpPHnxIj1/+00SQEUQPGAAqsHAqQULirR/TmYmVw8c4MyyZVxYu5a0vOW1+VKvXOH6uXP4tGxpjHBLzS00lEGrVvFCWhpjrl6l74IFONWogVWVKvSZO5dGzzyjd4hG45DXETNF3k81ZcjO5vq5c7jUrGm0c1Rt3hzVYCBqy5bbvn5g6lQ2jxtH8IABBA8YcNt9nGvUoNtPP5GTkcHhn382WqwV3Za332blo48ys0EDojZvpvuMGbR+//1bPifV7NeP+k88wa4vvuBiERq57J88mYzERMLffttIkZdM+JtvkhYXx44PPzTpedMTE1nUuzeqwUCfOXOM2oSkvHINCQEw6ZKpa8ePm2Smr7mVFW6hocQePGjU81Q2xU4CKYpiSW4CaLaqqgvzNscoiuKd97o3oG1lyQpi7zffkJ2RQYvXtS+ZVP+JJ8hOT+fA1Kmaj12RZSQkYC1JoHIhv3h3qjy51lT+BwatZwJB7gdfcysr9k+ZctvXVVXl2okTRG7aVOJ17Lu/+oqD339Ps1df5cnISF64cYPR587Rf8kSGj3zjFHqclRUng0b4h4WxpFffrnrftdOnGDJ4MFMdnZmZqNGLOrdm3ldujC1alXWjh1bUFz6XN4SZb2Lmt6LoijYeXhQa8AAHli/nod27CBk8GC9wzIqqypVsLS3l5lAGrt+/jyG7GyjJNXzVW/fHnMrK84uW3bTdkN2Nlvfe4+1Y8ZQo3dvev/xx10f2riFhuLXqRMHvv22THVxLC9uxMWx46OPODJ9Oo4BATz4zz/UGznyjvu3/+YbXGrWZMXDD9/1gW1afDx7xo+nRq9eVDXyMpviqtaqFWGPPcbuL7/k0ubNt90nKTKS6N27NTtndkYGi/v3J/7ECfotWGD0WSflVRVfXyxsbEzaRSv++HFcTdT0waN+fVkOprHidgdTgJ+B46qqji/00hIg/51vJLBYm/AqjvSEBA589x0hgwcXZGu15NmgAQHdu7N3wgSZDVQMafHx2Bipmr3QlqWdHdbOzjITSGMJERFY2tsbpUOefdWq1Hv0UQ7/9FNuQcmrV7m0eTO7v/qKxYMGMbVqVaaHhjKnfXtOzptX7PGP//EH/7z6KiEPPEDbTz/VPP7KRlEU6j/+OFd27+bqHZ64xR46xB+tWnF+9WrqPfoovf/8k4d27GDIunWEPfYYB7//np9r1mTFI4+w9e23cQ0JoWqzZib+ScS9KIqCg4+PJIE0ZszOYPms7O0JHjCAQz/+yJFffyVy0yb2TpjArw0asP3996k7ciR9588vUke7Fq+/TvKlS+ybPNlo8VZUUXlJkKFbtzJ082a8W7S46/5W9vb0nD2b1Oho1o4Zc8cHH1veeouMxETu+/hjzWPWQruvvsK5Zk0W9+/Pmb//Jj0xkZj9+9n91Vf83ro10/z8mN28Ofs16ECnGgysHDWKyI0b6T59Ov6dO2vwE1RMipkZzsHBJpsJlJ2eTuKZMybr/OnRoAEpUVG3zDgWJVfcmUCtgRFAR0VRDuT91xP4DOiiKEoE0CXve1HIvsmTyUxOpsUbbxjtHG0++YT0+HiTtwgszzJkOVi54lCtmswE0ljCqVO4BAcbbZlfm08/xdHfn/ndujHVy4s/27Zl0yuvELN3LwHdutHlhx+wsLHh7NKlxRr38vbtrBw1Ct+2bekxY4bu3VMqitDhw7GwtWXP+PG3vHbt+HHmdu6Mpb09Dx84QOcpU6j9wAN4t2iBX8eOdPn+e0YdOUJQ375ELFgAqkr3GTOk5loZZe/jI8vBNJZogiQQQNsvvsApIICVo0Yxp317Nrz4IuZWVvRdsIDu06cXebmMf+fO1OjVix0ffiid4oopctMmLGxtqdq0aZGP8W7WjFbvvceJP/+8bbv1mH37OPj99zR85plbajmVFTbOzgxcvhwbNzcW9enDFBcXfmvcmE2vvEL2jRu0/vBDvMPD2fD881y6w5LFotr06quc+PNP2n7+OXWGD9foJ6i4XENCTDYTKCEiAtVgMF0SqH59AGIPHzbJ+SqDYi3iU1V1C3CnT3OdSh9OxZRx/Tp7v/mGmv36GfVN3atRI1q8/jo7Pv6YGr17EzJokNHOVVFITaDyxcHHR2YCaSwhIgLPvHbuxmDj7Mzw3buJWLiQrBs3cAoMpGrz5th7/ts/4PyqVURt21bkMW/ExbF0yBAcfH3pt2gRFjY2xgi9UrJ1daXhM8+wd/x4mr/6Ku516wKQcPo0czt1wszcnMHr1uF8h5bvbrVr02vWrIKn3JIAKrscfHyI3rlT7zAqlISICKyqVMHO87b9UTTjWL06ow4fJmb/ftKvXcOlVq0St8vuOHEiM8LCWPPUU/RfulSu2SK6tGkT3uHhRZpxVVjz11/n3MqVrB0zBs/GjQvq1WWmpLBs2DDsvbxo/cEHxghZM85BQYw8eJCzy5eTdP48Dr6++ISH45jX9KfR2LHMataMvx94gFFHj2Lj7Fzsc+ydMIE9X39No7FjafbKKxr/BBWTa+3aRCxaRHZ6utE/F+V3BjPlcjDIbUvv1769Sc5Z0cmjUxPY+PLLZFy/Tst33jH6uVq++y5Vmzdn9RNPcF1av96VajCQkZgoy8HKEZkJpK2crCySzp83+lNrGxcXwh57jMbPPktQ7943JYAAfFq14vrZs6TGxNxzLNVgYPnw4dyIjaXvvHnYyvWrueavvYa1szMrRo0iOyOD2MOHmdO+PYasLAavXVuk+lGKosjNZBmX/35a0npc4lYJERFGnVlZmGJmRtUmTQjo2rXECSDIvaFv88knnF22jOO//65dgBXYjbg4rh44gF/HjsU+1szcnF6zZ2NhZ8fCnj25vH07Vw8cYEH37iRERNDr999LlDQxNQsbG2oNGEDT//2P2kOGFCSAIPfhT+8//iD1yhX2TZxY7LGP//47G/73P4IHDKDDhAnyu6SIPBo0QM3JMWozjnzxJ06AohilxMnt2Fetir23NzF795rkfJWBJIGM7PDPP3P4p59o/uqreJmgTa65pSW9//gDNSeHJYMGkZmcbPRzllcZSUmoBoPMBCpHHHx8SImOxpCTo3coFULShQu5RUyN2MmmKPJrKVwpQjHJHR9/zPlVq+g4caJJ3lMrIzt3d7pOm0bMnj38GBDArw0akJORwZB16wpmBonyz8HHh+z0dKkjqKGEiAijFoU2lkbPPotPy5asGzu24Am/uLPIDRsA8O9UskUQjn5+DFi2jOz0dH5v1YqZjRpx9eBBev3xB34dOmgZqm6qNm2Ka2goV/bsKdZxx3//neUjRuDbti09Z83CzNzcSBFWPPmrTa4eOGD0c8UfP46jvz+WdnZGP1e+qk2bFulzoigaSQIZ0eFffmHVE08Q0K0brd5/32Tnda5Rg16zZ3N1/34W9u4tH/DuIP/vRbqDlR8O1aqh5uRw46o0INSCKYqYFoVno0Yo5uZE79p11/0urFvH1nffJfShh6g/erSJoqucag0cSL+FC/EODyf8rbd45PjxgunYomIoaBMvsys1kZOZaZKZlcZgZm5Oz1mzMLe2Zk779sVanlsZnV22DKsqVUpV9L5qkyY8cuwY3WfMoNsvv/D4mTPUHjJEwyj159mgQbHaeh+bPbsgATRg2TIsbW2NGF3F4xwUhIWdnUlaqV87ftxk9YDyVW3WjPiTJ8lISjLpeSsqSQIZybHZs1n1+OMEdO3K/X/9VeQifVoJ6tOHXrNmcXn7dmY1b17sTHxlkJ5XYd7WzU3nSERRyU2LthJPnwb0TwJZ2dvjXq8eV+6SBEqJjmbZsGG41q5Nl++/l+nhJhDcvz/3L1rEfR98gJ27u97hCI3ldwRMjY7WOZKK4fq5c6gGg+7vpyXlXKMGD27ahFWVKszt0IH9334rSwVvIzkqiuO//06dESMwsyhWadVb2Lq6Um/kSMIeeeSWZdIVgXv9+iRHRhbpYfSxWbNY8fDD+LZrR/+//8bK3t4EEVYsipkZHmFhd+zuqRVDTg4JJ0+arB5QPq+mTUFVubp/v0nPW1FJEsgIYvbvZ+WoUVRv3z43AaRT0dLaDz7IAxs2kJOezu8tW7Ljk09kGU0h+V1R8hMLouxzkJsWTSVERGDp4GD0IqZF4d28OVd27brtTYeqqqx+4gkyk5LoO28eVg4OOkQoRMVi7+UFIDMrNVIws7IINbPKKteQEB7auRO/zp1ZN3YsSwYOlNnk/7Fn/HhUg0GKFRdBUTs6HZs1ixUjR+YmgJYulQRQKXjkzb4yZgI36cIFstPTTT8TKK8TnywJ04YkgTRmyMlh9RNPYOPqSt/583XvWlOtdWtGHjpE8IABbHnzTZYPH44hO1vXmMqKmLxMcpXq1XWORBSVndy0aMqURUzvpWrz5qQnJNy2vemR6dM5u2wZbT77TGrSCKGR/OSvvJ9qI+HUKUD/mZWlZevmxoClS2n31VecWbqU2eHhpMq/EQDSrl3j0A8/EDpsWKmKcVcW+TVq7rY86eC0aSzPmwE0QGYAlZpHgwZkJCaSHBlptHPk1w0zdRLIzsMDR39/Wd2iEUkCaWz/5MnE7N1Lx0mTykzXGhsXF3r/+SdtPvuME3/+yTJJBJF14wYHvv2WwJ49C56GirLP1sMDkJsWrSSePl1mblgCu3dHMTfn2MyZN22/fuECG154Ad927Wj87LM6RSdExWPt7IyZhYW8n2okISICGxeXCrHEXDEzo9lLLzF43TqSIyNZ2LMnafHxeoelu32TJ5OVmkrz117TO5Rywd7bG1s3N2IPHbrt6/umTGHNk08S2L07A/7+26RFhisqz4YNAYy6ZCo/qeemw0O5qs2ayUwgjUgSSEOpMTFsefttAnv2JKSMFXdTFIUWr71G2y++4OScOSwZPJjkS5dQDQauX7jA+TVrODZ7NnFHj1aKNeCn5s8nLS5OpvOWM1b29lja23OjCK3Exd3lZGVx/dy5MpMEquLrS82+fTn0009kZ2QAue3gVz36KKqq0n36dBQz+ZUlhFYURcHO01OSQBpJiIgo10vBbqd627b0mTeP2EOH+LV+fU4vWYIhO5v0xEQiN23iyIwZRG3bhmow6B2q0WUmJ7N/0iRq3n+/zEgtIkVR8GjQgKv79t3ymmowsOOjj/Dr2JH7Fy+WBJBGPBs2LFKjjdKI2bsX56AgbJydjXaOO/Fq2pTrZ8+SllfXVZRc6SqaiZtse/ddctLT6fDNN2ViecXtNH/lFcwtLdn0yiuc/usvFDOzW355u4aG0mH8eAK7d9cpSuM7+uuvONWoQfV27fQORRSTnZeX3LRoIOn8edScHN3bwxfWcMwYIhYtImLBAkKHDWPPN99wcf16uk6bhnNgoN7hCVHh2Hl5SVJdIwmnTlXIzxRBvXoxbPt2lj/0EH/164dibo76n/qS9t7etP38c+qOGKFTlMZ3cNo00hMSaDFunN6hlCve4eHs+vxzMlNTb1rqFb1zJzdiYggbPx5zS0sdI6xYLO3s8GzQgOidO412jpi9e/EODzfa+Hfj07IlAFFbt1Kzb19dYqgoJAmkkfiTJzn04480GjsW1zL+JKjJCy9Qo3dvIhYtIjMpCUc/P1xq1cLGzY3LW7eyd+JEFvToQc9Zs6jz0EN6h6u55KgoLm7YQMt33imzyTpxZ/LkWhvxZbB+hV/HjrjUqsWB777D0d+fzePGUfP++wl7/HG9QxOiQpL3U21kpaWRHBmJcxl6P9VS1SZNGHnoEGeWLiVm3z6snZzwqF8f56AgYvbuZd+kSax4+GEM2dmEPfKI3uFqLjM1lb3jx+PXsSPezZvrHU654tOqFWpODjF79tyUJI346y/MLCwI7NlTx+gqpqotWnB89mxUg0HzGdQ34uJIunCBhs88o+m4ReXdogUWNjZEbtggSaBSkiSQRvZ+8w1mlpaEv/WW3qEUiUvNmjS/zVIoj3r1qDtyJPO7dmXd2LEEdO2KXV4dlori8E8/gaqWuSV7omjsPD25fu6c3mGUe9eOHgX0WdN9J4qZGQ2ffpoNL77IH/fdh0twMF1//FGStUIYiZ2nJ/EnTugdRrmXePo0QJl/CFga5lZW1Bo4kFoDB9603SU4mFqDBjGnfXu2vvUWdR9+GDNzc52i1J6qqqx9+mlSoqPpM3eu3uGUOz55M0Yub9tWkARSVZXTixZRvUMHXZYUVXTeLVpwcOpUrp04gXudOpqOHblxIwDVWrXSdNyisrC2xqdVKy5u2KDL+SsSKbCggbRr1zg6cyZ1RoyoEAkTCxsbOk+dSkZiIod//lnvcDR1bPZstr33Hp4NG5q8qr3Qhr0sB9NE3JEjVPH1LXMfwOqOHImthwe+bdowZP167Nzd9Q5JiAorfyZQZagFaExxeS2w3erV0zkSfZhZWND4+edJuXyZS5s36x2Opo788gvHfvuNVu+9R7XWrfUOp9yxdXPDtXZtorZtK9gWf+IECRER1Lz/fv0Cq8DyE2/RO3ZoPvb5VauwcnTEu0ULzccuquodOhB78KDUBSolSQJp4Mj06WSnpdH4+ef1DkUz7nXrUu2++zg2a5bRz5WRlETMvn1c2bOHrLQ0o53nxJw5rHj4YXzbtmXgypUyu6CcsvP0JC02tlIUojSmuCNHytQsoHw2Li6MiYnhwX/+oYqvr97hCFGh2Xl5kZ2WRlZKit6hlGuxhw5hZmmJa0iI3qHoJrBnTyxsbTk1b57Rz5WekED07t0knjlj1ATm5R07WDd2LP6dOxP+5ptGO09FV611a6K2bCEnKwuAiEWLAGQ5j5G4BAdj6+ZG5KZNmo6bFh/PqXnzCOrdGzML/RYT+XXoAMDF9euNMn5iJVltIEkgDRyfPRvvFi3wqGBPgIL79+fa0aMkX7pklPGvnTjBsoce4jsPD35r0oRZzZrxrZsby0eMIP7kSU3PdWbpUpY99BDVWrdmwPLl0ha+HLPz9EQ1GOQJQCkYcnK4duwY7mX0PUsStEKYhp2nJ4DMriyl2MOHcQsNrdQFbq3s7Qno1o0zf/9ttMTM9fPn+XvYMKa4uTG7eXN+qlmTX0JCbuoqqZXEM2dY1Ls3DtWq0XP27Aq1xM3Ugvr0ISMxkUt5SYlT8+fjHR4uD3qMRDEzw79LFy6sXq3ZtZiZnMzCXr3ITkuj6UsvaTJmSXm3aIGNiwtnly3TfOx9U6bwS61alWK5mSSBSunaiRNcPXCA2g8+qHcomvPv3BmAC+vWaT728T/+4NewMM4sXUr9J5+k38KF9F2wgLqjRnFq4UKm16nDsuHDuXrwYKnPlRwVxYqRI/Fs2JABy5bd1J1AlD92eQk8uWkpucQzZ8jJyCizSSAhhGlIEkgbcYcO4VG/vt5h6C6ga1eSL14k8cwZzcdOPHuWWc2acXrxYpq9/DL3L15Mp2+/xcrJidVPPMFPNWqw8/PPSbp4sdTnykxOZlG/fqiqyqBVq7DPu05Eyfh37YqFnR0n580j7uhRru7fT61Bg/QOq0IL6NaN1CtXiD10qNRjZd24waK+fbmyeze958zBq3FjDSIsOTMLCwJ79ODs8uUY/tOpsDR2f/UV6599lhq9exd0IavIJAlUSif+/BMUpUIWGXavVw87T08uapwEij10iBUjR+LTujWPnzlDp0mTCO7fn1oDBtDlu+944tw5mr70EhGLFjGzYUN+a9KEPePHl+gXu2owsPKRR8jOyKD3H39gVaWKpj+LMD25aSm92LzkqntYmM6RCCH0JO+npZeekEDypUvyfkqhh4dr12o+9vrnnycnI4OH9++n3RdfULNvXxqNGcPwXbsYtHo1LiEhbH79dab5+zO7ZUv2TphASnR0sc+jGgysGDmS+OPH6TN3Ls5BQZr/LJWNpa0ttR94gGMzZ7LqscewsLOj7siReodVoQV06wbA6cWLSzWOISeHpUOGELlpEz1nziS4jNRxCurTh7TYWM3qHh2ePp1Nr7xCyAMP0GfuXCxsbDQZtyyTJFApqKrKyT//pHq7djj4+OgdjuYUMzOqtW7N5e3bNRtTVVVWjx6NjasrfefPv20hbXtPT9p98QVPXrxIx0mTANj40ktM8/dnyeDBXL9wocjn2//dd1xYs4b2X39dplphi5IrmAkUE6NzJOVX9K5dmFtZ4SE3LUJUavm/gyUJVHJX9+8HwKNBA50j0Z9zzZpU8fPTPAkUe+QIZ//+m+avv35LBzZFUQjo0oUH1q/nsYgI2nzyCTnp6Wx48UV+DAhg02uvkZmcXORzbf/oIyIWLaLdV1/h36mTpj9HZRb+9ttY2NoSvXMnLd96S5o+GJmDtzfV27fn+KxZpVoStvOTTzi7bBmdpkwhdNgwDSMsncCePbGws+Por7+WeqzLO3aw9qmn8OvUiV6zZlWaZb3FTgIpivKLoihXFUU5Umjbe4qiRCmKciDvv57ahll2dZ8xg/s++kjvMIymaosWJJ4+rVn9lVPz5xO9cydtPv30nr8AbN3caPzss4zYu5fHIiIIf+stzi5bxvTQUHZ88sk9139fO36cf159lcAePWjw5JOaxC/0J0+uS+/Krl14NmqEuZWV3qEIIXRk4+YG5M5mESVzOe9JtHfz5jpHoj9FUfDv3JnI9es1bd5wcOpUzK2tqT969F33c6lZkxbjxvHw/v08cuwYtYcNY/cXX/BLaCinFiy4581wxF9/se3dd6kzYgRNXnhBs/gFOAcGMvLwYYZu3Urz11/XO5xKoc6IESRERJS4QPTF9evZ+u671Bk+nIZPP61xdKVj7ehI7Qce4Pgff5Tq91fK5cssHjAAh2rV6DNnjq4Fr02tJDOBZgDdb7P9G1VVG+b9t7x0YZUPiqLgEx5eoVtG5rcAjN65s9RjqarK1nffxa1uXeo+/HCxjnWpWZP7PvyQR0+cILBHD7a8+Sa/hoVx/Pffb7seNPXqVRYPHIilgwPdfv5ZCs1WILaurihmZpIEKiFDdjZX9uzRtb2nEKJssLSzw9zKSgrtl8Ll7dtxrV0bGxcXvUMpE/w6diQ9IYGrBw5oMl5mcjJHZ84k5IEHijV7xC00lB7TpzNs+3Zs3d1ZMmgQ8zp35tKWLbfdP2rrVpY99BBVmzWjyw8/yOdGI6hSrRrVWrWSv1sTqT10KPZVq7LlzTeLXTsnJTqav4cNwzUkhM5Tp5bJ/8+avPACWampbP/ggxIdn52RweKBA8m4fp37//oL27yHIpVFsZNAqqr+A8QbIRZRBlVt2hTFzEyTJNClf/4h/vhxmr3ySom7LDj6+dFvwQIGrliBubU1yx56iB8DA9n4yitELFrEhbVrOfTjj/zesiVJ58/TZ+5cHLy9Sx27KDsUMzNsXFxIi5e3oZKIPXyY7Bs3qCpPrYWo9BRFwcbNjXR5Py0R1WAgeseOSlFEtKi0bt98bNYsslJSaDRmTImO9wkPZ8SePXScOJG4I0f4s00bZoeH9qJ3lQAAHTVJREFUs/vrrzm3ahVnly/nn9dfZ26nTlSpVo3+S5ZgaWurSexC6MnS1pY2n37K5W3b2PjSS0WenWfIzubvoUPJTEqi7/z5WDk4GDnSkvGoX5/6TzzB3okTObVwYbGOVVWVdc88Q/SOHfT49ddKWdhfyzlPYxVFeRjYA7ykquotc7MURRkNjAbw8/PT8NTCWKwcHHCvV0+TwlsHv/8ea2dnTYpoB3bvTkDXrpxevJjDP//MvgkT2PPVVwWvu4aEMGTdOvlgVkHZuLmRLk+uS+T86tXAvx/UhRCVm42rqySBSujqwYOkxcXh266d3qGUGQ4+PriGhnJx/XqavfxyqcZSVZUD332HV5MmpXpwYWZhQePnniPs8cc5NG0aR6ZPZ9N/Ygt54AE6f/ttpZsNICq2uiNHErNvH/vykqA9fv2VKtWq3fWYbe+9x6VNm+g+YwbudeuaKNKSaT9+PFf372fJwIG0GDeOVu+/X6SaPge++47DP/9M+JtvElJJO9VplQSaCnwIqHl/fg08+t+dVFWdBkwDaNq0acmrVAmT8g4P5+ScOagGA4pZyWqJp127xqkFC2g4ZoxmT1gUMzOC+/cnuH9/MlNTuXbsGDnp6dh5euJSq1aZnLootCE3LSV3ftUq3MPCKmQxeyFE8dm6uspysBI6v3IlAIF5nXhELr+OHTk6YwY5WVmlKrIatWULcUeOaLas39LOjiYvvECTF14gJTqahIgIzCwscA0JkeSPqJAURaHjxIl4hIWx/oUX+LV+fXrMmEFQnz633T9i0SJ2fPwx9R55hHrloIOblb09D2zaxPpnn2Xnp59ycf16+s6fTxVf3zsec2HdOja88AI1evemdQmXklUEmnQHU1U1RlXVHFVVDcCPgKwzqEB8WrYk4/p1rp04UeIxTs6diyEri7BHb8kNasLK3h7vZs3wbdMG15AQSQBVcLZubnLTUgKZyclEbdlS0DpUCCFkOVjJnVuxAs9GjbCvWlXvUMoUv44dyUpN5cru3aUa59BPP2Ht5ETtBx/UKLJ/OXh7U71tW6q1aiUJIFGhKYpC/See4OF9+3D092dRv37snTDhlkLpV/bsYfmIEVRt3pzO332nU7TFZ2lrS7effqLP3LlcO3aMWc2a3bGMybmVK1nUpw+utWvTa9asEk9uqAg0+ckVRSlcdKU/cORO+4ryJ39JVXQpWsUfmzUL97CwSrnmUmhPZgKVzOnFizFkZVGzXz+9QxFClBHyfloyyVFRXNqy5Y5P1Cuz6u3agaKUqi5QZkoKEQsWEDJkCJZ2dhpGJ0Tl5BoSwtAtWwju358NL77I2jFjSE9MJCstjaMzZzK3Uyds3d25f9EiLGxs9A632EIGD2bY9u1Y2NryZ7t2HJg6lay0NAw5OVw9eJB1zz7Lgp49cQkOZvC6dVg7Oekdsq5K0iL+D2A7EKIoyiVFUR4DvlAU5bCiKIeADsCLGscpdORSqxY2rq5EbdtWouMTz57l8rZt1Bk+XOPIRGUlM4FK5tjs2Tj6+1OtVSu9QxFClBE2rq5SY60Ejs+eDapKnREj9A6lzLF1c8OzYcNSJYEiFi0iKzVV/n6F0JClnR19582j6csvc/D775ni6sqkKlVYMXJkQZKoPJcLcK9bl4d27cKnZUvWjhnDRHt7vrG2ZmbDhhyYOpUGTz3F0G3bsPf01DtU3RW7JpCqqkNvs/lnDWIRZZSiKHiHh3O5hDOBjs+eDYpC7aG3+6cjRPHZuLqSlZJCTmYm5lZWeodTLsQdPcr5lStp+e67lXr6qxDiZrZubmSnp5OVliZdkYrIkJPD4Z9+wqdlS1xq1tQ7nDLJr2NH9k+ZUuJ/V6fmz6eKnx/VWrc2QnRCVF6KmRntv/ySOg89lDtDPDsb3zZt8OvUqcTdm8sSO3d3hqxfz8X167n0zz+oOTk4BwcT0KVLuU5waU3L7mCiAvNp2ZJzy5eTnpCAjYtLsY6NWLiQaq1b41i9upGiE5WNTd76/fT4eKnFUEQ7P/kES3t7Gj/7rN6hCCHKEBtXVyD3/dTyHl1jRK5T8+aREBFBm08/1TuUMsuvY0f2fP01l7dtw79Tp2Ida8jOJnLDBmoPHSoPLYQwEs+GDfFs2FDvMIxCURT8O3Uq9ntPZSLvrKJI8peP3KnQ1p0kXbzI1QMHpAaJ0JRt3k1LmtSxKJKEiAhO/PknDceMkQKYQoib5L8nyJKwolENBnZ8/DGuoaEE9++vdzhllm+bNijm5iVaEnZl924yk5Px79zZCJEJIYSQJJAokqrNm6OYmRV7SdiZv/8GkMKJQlM2ctNSLDs/+wxzKyua/u9/eocihChjbCSpXiynlywh7sgRwt98U2ap3IVVlSp4N29eoiTQhbVrQVGo3qGDESITQgghv71EkVg5OOAeFsblYhaHPrNkCS61auEaEmKkyERlVHj5gri7pIsXOTZzJmGPPy5L54QQtyh4P5Wk+j2pqsqOjz7COSiI2g88oHc4ZZ5fx45c2b2bjKSkYh13Yd06vBo1ws7d3UiRCSFE5SZJIFFkvm3bErV1K9np6UXaPzM5mcgNG2QWkNBc/vIF6RB2b7s+/xwUhWavvKJ3KEKIMsi2UI01cXdnliwhZu9eWrzxBmYWUlbzXvw6dULNySnWbKDM1FQub9uGnywFE0IIo5EkkCiygK5dyU5LI2rLliLtf37NGnIyMyUJJDRXsHxBkkB3lXTxIod/+ol6o0bh6OendzhCiDJI3k+LRjUY2PL227gEB1P34Yf1DqdcqHbffVg7OXFmyZIiHxO1eTOGrCypBySEEEYkSSBRZNXbt8fM0pJzq1YVaf8zS5Zg4+Ii7T2F5qyqVMHMwkKeXN/D9g8+ACD87bd1jkQIUVZZ2NpiZmlJxvXreodSpp2cN4+4w4dp9f77MguoiMwtLQns2ZMzf/+NISenSMdcWLsWcysr+ewohBBGJEkgUWRWDg5Uu+8+zhchCWTIyeHssmUE9uwpH5aE5hRFwcbVVWpY3EX8qVMcmTGDBk8/jWP16nqHI4QooxRFwdrJSZJAd5GVlsbmceNwr1dPagEVU81+/UiLjS1yY5ELa9fi07o1lnZ2Ro5MCCEqL0kCiWIJ7N6duMOHuX7hwl33i96xg7S4OFkKJozG2tlZblruQFVV1j/3HJZ2drQYN07vcIQQZZyVoyOZxSzeW5ns/uILrp87R8eJE6UjWDEF9uiBmaUlpxcvvue+yVFRxB48SEC3biaITAghKi/5TSaKpdbAgQCcmj//rvudWboUMwsLArt3N0VYohKSJ9d3dnLuXM6vWsV9H32EvZeX3uEIIco4eT+9s9gjR9j12WeEPPAAfh076h1OuWPt6Ihfhw6cWbwYVVXvuu+55csBqNGrlylCE0KISkuSQKJYnIOC8GrShJNz5951v9NLllC9fXusnZxMFJmobOTJ9e3FHT3K6ieewLtFCxqOGaN3OEKIckDeT28v7do1lg4ejJWTEx0nTtQ7nHIrqF8/EiIiiD106K77nfn7b6r4+eFet66JIhNCiMpJkkCi2EKGDOHKrl0knj1729evHjxI/PHj1Lz/ftMGJioVeXJ9M1VVOTlvHnPatcPS3p4+8+ZJPS4hRJHI++mtLm3Zwh9t2nD93Dl6//mnzKoshdoPPoiFrS0Hvv32jvukXbvGuRUrqDVwIIqimDA6IYSofCQJJIqt9tChmFlYsGf8+Nu+fvjnnzG3sqL20KEmjkxUJtZOTvLkOk/s4cPM7dSJpUOG4ODry9AtW6QYtBCiyCQJ9K+U6GiWjxjBn23akJWSwsDly/Fr317vsMo1W1dX6gwfztGZM+/4APH47NkYsrKoN2qUaYMTQohKSJJAotgcq1cn7LHHOPTDD1zeseOm19ITEzk2cyY1+/fH1tVVpwhFZWDl6Fjpb1puxMWxZswYZjZsSOzBg3T+7jtG7N2Lc1CQ3qEJIcoRWQ4GOZmZ7PryS36uVYuTc+cS/uabPHL8uNQB0kjLd9/FzMKClaNGkZOZedNr2RkZ7P7qK7zDw/GoX1+nCIUQovKQJJAokTaffYaDry+L+vYlZt8+IHc5yuZx48i4fp0Wr7+uc4SiorN2ciIzORnVYNA7FF1c3LCBGfXqcWjaNBo+8wyPRUTQ8OmnMTM31zs0IUQ5kz8T6F6Feyuq2CNH+LVhQ/559VWqt2/PqKNHue+jj7Cyt9c7tAqjSrVqdJ02jUubN7OoXz8y8pKOqqqy7b33SI6MpPX77+scpRBCVA5SMEKUiI2zM4NWrWJely7MDg8ndNgw0hMSOLNkCU1ffhnPhg31DlFUcFaOjgBkJidXqgLkqsHArs8/Z8tbb+ESHMzg1avlyakQolSsHB1Rc3LITkvD0s5O73BM6tjs2awePRprR0cGLFtGjZ499Q6pwgodNoys1FTWPP00v9SuTciQIcSfPMn5lSsJe+wx/Lt00TtEIYSoFIo9E0hRlF8URbmqKMqRQttcFUVZoyhKRN6fLtqGKcoi11q1GLFnD/VGjeL04sVEbd5M6w8+oN3nn+sdmqgE8hM/GZVkCUNmcjJRW7cyp0MHNr/xBiFDhjB8925JAAkhSq3g/bSSLLE1ZGcTf/Ikfw8dyvLhw/Fq3JgR+/ZJAsgE6j/xBMO2bsW9Xj0O/fADsQcP0uazz+g6bZoUhBZCCBMpyUygGcAUYGahba8D61RV/UxRlNfzvn+t9OGJss7Ow4Ou06bRddo0vUMRlUz+TKCM69ehHBRBNuTkkBwZSUZiItYuLjj6+RV84E2KjOT47Nkknj4NQE5GBpkpKWSlpJCekEDS+fOkXbsGgI2LC91++YV6o0bJB2YhhCbyk0CZSUng7a1zNPemqio3rl4lNToaCzs7nAIDMbe0BHLry5ycM4eorVvJTE4mJyOj4L/stDSSL10i+dIl1JwczCwsaP3hh7R4/XXppmhC3i1aMHj1ar3DEEKISqvYv/FUVf1HUZSA/2zuB7TP+/pXYCOSBBJCGNFNNy1lTNq1a1zeto3onTu5euAACRERXD93DkNWVsE+jgEBVG/XjuRLl7j0zz8YsrKw9/ZGURTMra2xdHDAysEBW3d3vJo0wSkwEKcaNQjs1q1SLX8TQhjfTUn1MiYrLY3YgweJ2rKF6J07SYiIIPHMGbJSUgr2Mbe2xrNhQxx8fYnasoUbMTHYuLpi4+qKubU1FjY2BX/6tmmDY0AAjv7++HfpgpO/v44/nRBCCGF6Wj328FJVNRpAVdVoRVE8NRpXCCFuy7qM3LRc2bOHC+vWkXr5MslRUcQdPkzCqVMAKObmuIWG4lG/PsEDBuBSsyY2bm6kXL7M+VWrOLdiBQ4+PjR+/nkaPfMMTgEBuv4sQojKqawsB0uOiiJi4UJSLl8mNTqaq/v3E3f0KGpODgBONWrgFhpK9XbtcK5ZE4dq1chKSSH20CGu7N5N7IED+LZtS/0nnsC/c2eZLSmEEELchknnviqKMhoYDeDn52fKUwshKhgrnWcCJZ47x6ZXXiFiwYLceBwdsa9aFbc6dag3ahQ+rVtTtWnTOxZZbTRmjCnDFUKIO8pPquv1fmrIzmbfpElsffddslJSMLO0xM7DA/ewMIL69MGrSRN8WrbEvmpVXeITQgghKhKtkkAxiqJ4580C8gau3m4nVVWnAdMAmjZtWjn7kAohNKHXk+vM1FR2ffopu7/6CsXcnNYffECjsWOxcZF6+EKI8slKp/dTQ04Op//6i23vv0/c4cPU6NWL9uPH4xIcLLN4hBBCCCPRKgm0BBgJfJb352KNxhVCiNsy9ZPr9MREDv7wA/smTCD1yhVCH3qItp9/TpVq1UxyfiGEMBYbZ2cAMhITTXK+7PR0js6cyZ6vviIhIgLnoCD6LlhAcP/+kvwRQgghjKzYSSBFUf4gtwi0u6Iol4B3yU3+zFUU5THgIjBYyyCFEOK/LB0cUMzMjP7k+vqFC+ybOJHDP/1EZnIy/p0703fBAqq1amXU8wohhKlYVakCikK6kZNAGdevc2DqVPZOmMCNmBi8mjalz7x5BPfvj5m5uVHPLYQQQohcJekONvQOL3UqZSxCCFFkiqJg7eRktCRQTlYW299/n11ffIFqMFD7wQdp+tJLeDVqZJTzCSGEXhQzs9z304QEo53j8PTpbPzf/8hITCSga1eav/Ya1Tt0kJk/QgghhImZtDC0EEJoydrZ2SjLF1SDgZWjRnH899+pM2IE9330EY5SzF4IUYHZuLgYbTnY3gkT2PDii/i2bUuHb77Bq3Fjo5xHCCGEEPcmSSAhRLlljCSQqqqsf/55jv/+O/d9/DHhb7yh6fhCCFEWWTs7G2U52NGZM9nw4osEDxxInzlzZNmXEEIIoTMzvQMQQoiSMkYSaPsHH7B/yhSa/O9/tBg3TtOxhRCirLJ2dtZ8OdjpJUtY+eij+HfuTK/ZsyUBJIQQQpQBkgQSQpRbNho/ud47cSLb3nuPuqNG0f6rr6RWhRCi0rBxcSEtPl6z8S6uX8/SIUOo2rQp/RYtwsLaWrOxhRBCCFFykgQSQpRbWs0EUg0Gdn7+ORteeIHg/v3p9uOPkgASQlQqVXx9Sb54EVVVSz3WmaVLWdi7Ny7BwQxYtgwrBwcNIhRCCCGEFqQmkBCi3LJ2dia9FMsXUqKjOfzzzxybOZOEiAhqDR5Mr1mzMLOQt0YhROXiVKMGWamppMXFlej4zJQUjs2axbGZM7m8fTueDRsycNUqbN3cNI5UCCGEEKUhdzpCiHLL0d+frJQUUmNiinVc/KlT7P7yS47NnElOZibV27en1fvvU/vBB2UGkBCiUnKuWROA+JMni3XcjdhY9k2ezIEpU0hPSMC9Xj3affUVjcaOlSVgQgghRBkkSSAhRLnlXq8eAHFHjhRp/6sHDrD9o4+IWLgQcysr6j36KE1fegmXvJsfIYSorDzCwgCIO3wYfH3vuX/ypUvs/OwzjvzyC9lpadS8/36av/oq3uHhkkwXQgghyjBJAgkhyi33wjctQUF33C8nK4uNL73E/ilTsHZyosW4cTR+7jnsvbxMFaoQQpRpVapXx9rJidhDh+6ZBNr/7bdsevVVDFlZ1BkxgmavvIJb7domilQIIYQQpSFJICFEuWXv6Ymth0fuTKA7JIEyk5NZMmgQ51evptGzz3Lfhx9i7eRk4kiFEKJsUxQFj/r1iT10iCo9e952H9VgYONLL7F3wgQCe/Sg83ff4RQQYNpAhRBCCFEq0h1MCFGuuderd8flYJmpqSzo0YML69bR7eef6TRpkiSAhBDiDtzr1yfu8GFUg+GW11RVZc1TT7F3wgQaP/88/ZculQSQEEIIUQ5JEkgIUa55hIURd+TILTctqsHA0iFDuLx9O73//JOwRx/VKUIhhCgfPBs0IDM5mdTY2Fte2/ruuxz68UdajBtHxwkTMDM31yFCIYQQQpSWJIGEEOWae716ZKWm3nLTsn/KFM4tX07HyZMJGTRIp+iEEKL88KhfH4Ckc+du2n5pyxZ2fPQRdUeN4r6PP9YjNCGEEEJoRJJAQohyLb84dNL58wXbrp04wT+vvUaNXr1o+PTTOkUmhBDli1vduqAoN72fZqaksGLkSJwCA+k0ebJ0/hJCCCHKOUkCCSHKNfe6dQFIunABAEN2NitGjsTCzo6uP/4oNyxCCFFEVg4OOAcFkVhoJtCml1/m+rlz9JgxAysHBx2jE0IIIYQWJAkkhCjXrKpUwTEggOSLFwHY+dlnXNm1iy7ff4+Dt7fO0QkhRPniERZWkFQ/u2IFB3/4gWYvv4xvmzY6RyaEEEIILUgSSAhR7rnXq0fS+fMknD7N9vffp/bQoYQMHqx3WEIIUe64169PanQ0N2JjWfXYY7jXq0frDz7QOywhhBBCaETTJJCiKOcVRTmsKMoBRVH2aDm2EELciUdYGEkXL7Lz00+xr1qVTlOm6B2SEEKUSx5hYaCqbHz5ZdKvXaPnb79hYWOjd1hCCCGE0IiFEcbsoKpqnBHGFUKI23KvVw+AtNhYev3zD7aurjpHJIQQ5VN+sf2MhATaTZqEZ8OG+gYkhBBCCE0ZIwkkhBAmVaNXL7xbtsSvfXupWyGEEKXgEhxMQI8e2Ht60mjsWL3DEUIIIYTGtE4CqcBqRVFU4AdVVadpPL4QQtzC2smJ8HHj9A5DCCHKPUVRaPT00wVfCyGEEKJi0ToJ1FpV1cuKongCaxRFOaGq6j/5LyqKMhoYDeDn56fxqYUQQgghhBBCCCHEnWhaGFpV1ct5f14FFgHN//P6NFVVm6qq2tTDw0PLUwshhBBCCCGEEEKIu9AsCaQoir2iKFXyvwa6Ake0Gl8IIYQQQgghhBBClJyWy8G8gEV568ctgN9VVV2p4fhCCCGEEEIIIYQQooQ0SwKpqnoWaKDVeEIIIYQQQgghhBBCO4qqqvqcWFFigQu6nFx77kCc3kEIUYnJNSiEvuQaFEI/cv0JoS+5BkVZ5K+q6m0LMeuWBKpIFEXZo6pqU73jEKKykmtQCH3JNSiEfuT6E0Jfcg2K8kbT7mBCCCGEEEKI/7d3b69SlWEcx78/3J00pLooaitkIB0hrAgr6CKDjCK7CQwsiSAIOxJE9hd0EVFBBZGVkSRhQRF0wroMizQwM0k0dJdlNx3oIrOeLtZ7McTeUrvdjHvm+4Fh1nrWWsM7Fz/W4pm13pEk6ehkE0iSJEmSJGkE2ASaGc8OegDSiDOD0mCZQWlwzJ80WGZQs4pzAkmSJEmSJI0A7wSSJEmSJEkaATaB/oMky5PsSrI7yUODHo80LJIsTPJhkp1JdiS5t9VPSfJ+kq/a+8k9x6xtWdyV5Jqe+sVJtrdtTybJIL6TNNskmZNkW5K32rr5k/okyUlJNiX5sp0LLzODUv8kub9dg36e5JUkx5tBDQubQNOUZA7wFHAtcB5wc5LzBjsqaWgcBh6oqnOBpcCalq+HgM1VtRjY3NZp21YC5wPLgadbRgGeAe4AFrfX8n5+EWkWuxfY2bNu/qT+eQJ4p6rOAS6ky6IZlPogyThwD3BJVV0AzKHLmBnUULAJNH2XArurak9VHQI2AisGPCZpKFTVgara2pZ/obv4HafL2Pq223rgxra8AthYVb9V1V5gN3BpktOB+VX1UXUToL3Uc4ykKSRZAFwHPNdTNn9SHySZD1wJrAOoqkNV9SNmUOqnMeCEJGPAXOBbzKCGhE2g6RsH9vesT7SapBmU5ExgCbAFOK2qDkDXKAJObbtNlcfxtvz3uqQjexx4EPizp2b+pP44C/gBeKE9kvlcknmYQakvquob4FFgH3AA+Kmq3sMMakjYBJq+yZ7n9K/WpBmU5ETgNeC+qvr5SLtOUqsj1CVNIcn1wMGq+vSfHjJJzfxJ0zcGXAQ8U1VLgF9pj51MwQxKM6jN9bMCWAScAcxLsupIh0xSM4M6atkEmr4JYGHP+gK62wQlzYAkx9A1gDZU1eut/H27tZb2frDVp8rjRFv+e13S1K4AbkjyNd2jzlcleRnzJ/XLBDBRVVva+ia6ppAZlPrjamBvVf1QVb8DrwOXYwY1JGwCTd8nwOIki5IcSzcZ2JsDHpM0FNo/J6wDdlbVYz2b3gRWt+XVwBs99ZVJjkuyiG7ivY/brbq/JFnaPvPWnmMkTaKq1lbVgqo6k+7c9kFVrcL8SX1RVd8B+5Oc3UrLgC8wg1K/7AOWJpnbsrOMbn5KM6ihMDboAcxWVXU4yV3Au3Qzxj9fVTsGPCxpWFwB3AJsT/JZqz0MPAK8muR2uhP0TQBVtSPJq3QXyYeBNVX1RzvuTuBF4ATg7faS9O+ZP6l/7gY2tB8a9wC30f14awal/1lVbUmyCdhKl6ltwLPAiZhBDYF0E5VLkiRJkiRpmPk4mCRJkiRJ0giwCSRJkiRJkjQCbAJJkiRJkiSNAJtAkiRJkiRJI8AmkCRJkiRJ0giwCSRJkiRJkjQCbAJJkiRJkiSNAJtAkiRJkiRJI+AvzfHdpCmuGwsAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "x_raw = np.arange(len(data))\n", + "mp_raw = stumpy.stump(data, w_)\n", + "idx_a_raw = np.argmin(mp_raw[:, 0])\n", + "idx_b_raw = mp_raw[:, 1][idx_a_raw]\n", + "\n", + "fig, axs = plt.subplots(2, 1)\n", + "axs[0].plot(x_raw[idx_a_raw:idx_a_raw+w_], data[idx_a_raw:idx_a_raw+w_],\n", + " color=\"lime\", linewidth=8)\n", + "axs[0].plot(x_raw[idx_b_raw:idx_b_raw+w_], data[idx_b_raw:idx_b_raw+w_],\n", + " color=\"aqua\", linewidth=8)\n", + "axs[0].plot(data, color=\"gray\")\n", + "axs[1].plot(mp_raw[:, 0], color=\"darkred\")\n", + "axs[1].axvline(idx_a_raw, color=\"k\", alpha=0.4)\n", + "axs[1].axvline(idx_b_raw, color=\"k\", alpha=0.4)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The same time series, but with the second half linearly stretched by 6%." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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PHyclJYVr166h1+tN38N8fHxwcHDgk08+YceOHaxcuXIq386IZFkmNTUVX19foqKiht3Hw8ODJ554grfffpu3336bRx55ZECmuCAIlhNBIEEQrKaoqAhXV9cBX04mGgTSarXU1NSQnJw85DFfX1+0Wi0dHR24u7tPasy3CvPJ0IULF4iNjcXObuApXOkaptfraWtrw8vLa0rHKAjCTc3NzXh7ew/Z7uvri06no62tbUiW0GzR0dExYhDIzs5OBIGEcZOBfwf+YZR9yoE3Bm2LKSzEXqcje/5807a7mBkBIMX69etxdHSkrq6OLVu24OrqOur+kiSxdetWYmNjuXr1Ko6OjgQFBaHX60lMTESr1bJ3716+/vprNBoNCxcuBIzfu6qqqggJCRkSvLa1iooKampquOuuu0YNjnt7e/PUU0/x7rvvsmfPHr73ve+N+j2wp6eH48ePU1NTQ3h4OMnJyWg0Glu8BUG4pYggkCAIVlNRUUFwcPCAP+ATDQJVVlYiyzIhISFDHjMvDm3tIFBraytXrlwhOTl5SDrydFImQxs2bOD06dMUFRURFxc3YB+9Xo+zszPd3d10dXWJIJAgTKPW1tYxz1+2CgLl5+czd+7cGRsk7+zsHHa7kgmkBLhFEEiwhIyxjfHLg7a7tbczr6aG/JgYGCGwMD87mw5XV8rNflcfstlIJ0aSJFatWjXu5wUHBw9orKFwdHTkgQce4IMPPuDQoUPMnTsXvV7Pe++9R3d3NwkJCTz44IPWGLrFLl++jEajISkpacx9PT09efjhh3n99dd5/fXX8ff3p66uDpVKhUqlIjw8nO3bt9Pc3Mzbb79Nb28v/v7+pKSk0NraygMPPDAF70gQZjYRBBIEwSpaW1tpbW0dklo83iBQb28v77zzjqm7RVBQ0JB9zCdRI6VET9Thw4fJy8sjNDTU6seeDGUytGLFCk6fPk1LS8uQffR6PW5ubnR3d9Pd3T3VQxQE4Ybe3l76+vrw8BiaT2B+/hpp2cNklJSU8NFHH7FgwQLuu+8+qx/fGoZreS3LMjqdTmQCCeP2JwYGgBz7+kg+d45154yVf86vWkVdQAAunZ2UhIdTHRgIgGtnJ7H5+VxcscJUENoJ2Dm1w58WDg4O3Hvvvbz66qu89tpryLKMi4sLCQkJ5OTkUFRUZJPz03B0Oh35+fkkJiaaisKPxd/fn8cff5wPP/yQhoYGwsLCUKlUaLVa0tPTKS4upq+vDwcHBx588EEiIiI4efIkZ86cYc2aNUNqTdrKbF72K8xsIggkCIJVlJaWApi6ginGGwS6evWqKQC0cuXKYdN2XV1dcXR0tElxVaWo8kh1d6ZLf38/arUaJycnJEkadnw6nQ53d3fq6upEEEgQplFbWxvAsJk+zs7OODk52aw4tHJcpQjzTGJvb09/f/+wmUBK3RJRE0gYj1rgF2b3fRsbefSDD/BuaSEnPh5Nby+rL1wwPW6QJNKXLOHgnXeSlJGB2mDg8tKlpsfvAYYuVLw9eXh48Nxzz/H111+jVqvZtm0brq6ulJWVcfXq1SkLAhUXF6PVaomPjx/X84KCgvjZz36GSqUaEGgpKSnhq6++wtHRkYcffti0LHf16tWkpaXx2Wef8fzzz9t0yVtubi7Hjh2jo6OD8PBw4uPjWbhwoQgICTOGCAIJgmAVxcXFuLi44O/vP2D7eINANTU1uLm58bOf/WzEfSRJslmHHaWY8kgduKaLVqvF3t4eSZJwdHQcdnx6vd5UK0AEgQRh+ihBoOEygWx5/oKbBeL7+vpscvzJMBgMAFRVVaHX6wdMwpRxi+5gwnj8EVD+2ql1Oh7cswdNby8fPvKIcRkYMKeuDr1KRY+TEzsPHmRZWhoebW3Mq66mat48mm5k5wE8P/VvYVp5eHjw8MMPD9gWGxtLVlaWKTPP1nJzc9FoNEMuIlpiuEBOeHg4L7zwwpDtGo2Gu+66i08++YS8vDzmm9WBsqaWlhY+++wznJ2dSUhIoLi4mIKCAoABjVMEYTqJ1jGCIEyawWCguLiYqKioIVc5xhsEqq+vHxJIGo6tJlHK+GdaEKi/v9+UJu3k5DRiEEhpFTvTxi8Is0lrayswfCYQGDv0NDU12eS1leyZ/v7+CXdmtAWdTmcqXp+fn8/Zs2cHPK6M287OzjSxE5lAwmj6gdfM7i++coWA+nr279pFfmyssQ6QJFE7Zw4N/v50urnx0cMPc37lSqKLinDp7iZ98WLT80OA9VP9Jmag2NhYtFqtKTPalvR6PXl5ecTFxU1JMeq4uDi8vLxISUkxnY+s7fLly+j1ep566il2797NT3/6U0JCQjh48CDV1dU2eU1BGC8RBBIEYdIaGhro6ekZ9irOeIJABoOBhoYGi4NAHR0dVr/arYx1Ji4HU66OazSaIUEeWZYxGAzY2dmNmCkkCMLUaGpqwt7eftgOWGA8f3V2do74e9rT02NaFjte5tkzM+k8ptVqAdixYwfe3t5DgvhKwEfJeFSWjgnCSL7AuBwMAFlm+eXLVM+dS8GNDKBhSRKHd+zg5eef5/imTVw1CwI9iZgYgTGTxs7OzpS9YkvXrl2jr6+PxMREm78WGL+Tbtq0iZqaGk6ePGn14+t0OjIzM4mMjDRlgqpUKh588EGcnZ3Zt2+fOK8JM4I41wmCMGkVFRUAw3ahkCTJtARgLE1NTej1egICAsbc17y4qjUpE5WZtpzKPAjk6Og4JPilTPzs7OxGzBQSBGFqKMHskeo/jHT+qq6u5sqVK/zXf/0Xr7zyCnV1deN+bfMJxkhduKaDcs5ydHREo9EMOYeZB4GU/xeTJWE0fza7HVRZSUB9PWlLlw7oBPYW8Htg7qDn1gcEcHb9evQ3sk98gR/adri3DHt7e4KDgykvL7faMZubm3n99dd56aWXaG5uBowXr86fP8+cOXOmtBHHggULWLRoEd988w35+fnk5uby5ptv8sEHH0w6UycvL4+Ojo4hTVJcXV3ZtWsXTU1NHD9+fFKvIQjWIIJAgiBMWmVlJc7OzsO2JFepVBZnAtXX1wNYlAnk5+cHGCdbAO3t7aYlGB0dHROqJSHLsmnS0dXVNe7n25J5EMjOzm7I+1PSmtVq9bCZQoIgTJ26urpRz2PDBYFKS0t59dVXOXDggGnbRJaMzdQgkHJO0mg0owayRwt2C4KiGjhqdn9ZWhp9Dg5kmmWU/DPwXYzt46uBqyMcywl4Axj7m8fsERISYrUmEzqdjj179lBXV0drayvvv/8+3d3dFBUV0djYyKpVq6a8YPKOHTvw9fXlo48+4pNPPqGtrY2amhpef/11rl27NuHjZmRk4O7uPmxQKyIigqVLl3Lp0qUJZ3oKgrWIwtCCIExaRUUFwcHBw/4RH89ysPr6eiRJMgV4RuPl5YVaraahoYHu7m7+93//F41Gw+rVqzl58iTh4eE88cQT43ofShYQzKzJEwysCWRnZzfkCnl7e7vpMREEEoTp09XVRXd396hBIC8vL1Qq1YAgUHZ2tul2dHQ0hYWFE5qAmQeIZ1JG4+Ag0OBAu3lNIDB2UZtJ4xdmls/Nbtv39zM/O5trCxeidXQEjFe5nx30nIWAAdiLMeijB0KBfwSG5jHPbtHR0Zw+fZrCwkIWLlw4qWNdunSJ2tpaHn74YVxcXHj77bfZs2cP/f39uLm5TdlSMHOOjo48/fTT5OXlYWdnR0xMjClYdeDAAWRZHnc3r97eXoqKili9evWIz9u0aROFhYV88MEHfP/73zc18xCEqSYygQRBmJSGhgaam5tH7OowniBQa2srHh4eFnWjUKlU+Pn5UV9fT0pKCmD8A6ys8W5pabHwHdx0qwSB7O3th2QCXblyBUmSiIyMFEEgQZhGyhKu0YJAKpUKHx8fUyZjb28v2dnZzJ07l+joaNauXQtMLIij0+lM2TTm57TpppyTHB0dcXBwGDK2wcvBnJycZlRNI2Fm+czsdmRREfY6Hdlm3Z7uAoKGeZ4EPAAcAg4DryACQMOZN28erq6uFBYWTuo4nZ2dHD9+nKioKOLi4ggODubOO++ktLSUqqoqkpOTp6Qg9HA0Gg2LFi0iMTERBwcHnJ2defjhhwkJCeHzzz/nt7/9LV9++aXF59Hq6mpkWSYyMnLEfVxcXHj00Ufp6enh4MGDM6p4vzC7iEwgQRAmRbl6nZCQMOzj4wkCtbW14e7ubvFrz5kzx7T+2tvb27TO3N3dfUKTH+U5bm5udHV1IcvylKcoj0RpEQ/GJV/mQSBZlsnLyyMqKgpvb28RBBKEaWTpsta5c+dy/fp1ZFkmJyeHnp4evv3tbxMcHGw690ykJk5/fz8uLi60trbOqOVU5plAlgaBbNVBTbi1tQDmJX3j8/LodnKiLDTUtO2RKR/V7UWSJKKjo8nJyUGv1084UJORkYFer+eOO+4wbVuyZAmBgYEYDAbmzh1crWl6aTQaHnvsMbKyssjJySEtLY2qqiq2bds2Zt2iqqoqwBhAG01AQACbN2/m6NGjXL58meXLl1tt/IJgKZEJJAjChMmyTFZWFqGhobi5uQ27z3iCQO3t7eMKAkVHR9Pb20tdXR0LFixgzZo1zJ07l6ioqAm1/lSuuvv5+aHX62dUIKWnpweNRgMMzQSqra2ltbWV+Ph4wPglRlxBF4Tp0dzcjKOj44idwRRBQUF0dnbS1tZGWVkZLi4uBAUZcxcm0x2rv78fZ2dnYGZlAikBKSUINFZNIJEJNHWagHeBXwEfANZtt2B9BwHlL6BKryemoICCmBgMKuO0xh5jJpAwOZGRkfT19VFbWzv2zsPQ6XSkpKQQFhY2ZJl/QEDAjAsAKdRqNQsXLuTb3/42Dz30EI2Njbz//vtj1vEpLS3Fz8/P9F1tNKtXryYqKorDhw9P+POdSrIsk52dzXvvvcdHH33EyZMnOXXqFLm5ubS2tooi/rcgEQQSBGHCampqaGpqGnU9t6VBIFmWxx0EioqKMt0ODw9n27ZtfO9738PJyWlSQSBvb2+AGRME6u/vp7e31xRoG1wTqLKyEsCUgqzRaNDpdBMqji0IwuS0trbi5eU1ZhahEvCprKyksrJySF21iQaBdDodjo6O2NnZzaggkBLQUQJker2eAwcOmM5Tg2sCKV0OLe0uKUzMmxiXQz0B/DvwHSAG+Ho6BzWGfWa3w0pLcertJTcuzrRtC+Ax5aO6/SgdX5XvGON1+fJluru7WbdunTWHNaXi4+P56U9/iouLC3v27Bkxu7K/v5+ysrJRl4KZkySJe++9F41GwxdffDGu85zBYKCurm5KAy+pqal8+umnVFZWUl1dzZkzZzh9+jSffPIJL774Iv/5n//Jp59+OqOyT4XRieVggiBMWEZGBmq1mvlm6/AHszQI1N3djV6vH1cQyMHBgc2bN5Oenk5gYKBpu1qtnlQQyMfHBzBOWobreDbVOjo6AEyfjdIdTFkyokz0lKtPyv/39vZOedHBoqIidDodcWZfyAVhNmltbTWdQ0bj7++PnZ0dhYWFNDc3s3jx4gGPD1f7yxK9vb34+PgMu+RqOrW3t+Pq6opKpWLZsmU0NzeTlpZGeHg4CxYsGHY5GBjfj5LZJFjX18DTw2xvAe4D0oD4KR3R2GqBL83ux+flobW3p9hs8n3vlI/q9uTu7o67uzuVlZVDWp6Ppaenh1OnThEcHDxizchbhbOzMw888ABvvvkmFy5cYMOGDUP2KSkpQa/XD7g4aclxt2/fzr59+7h06ZJFn3F3dzf79u2juLgYHx8fHn30UdOFS1tpb2831XV65JFHUKlUpmBPbW0tzc3NVFZWcuXKFUpLS9mwYQNLly5FpRK5JjOZ+NcRBGFClDoWUVFRpi/rw1GubI8VCFK6W40nCASwbt06fvKTnwwoJq1Wq5FledxXkGdqJpDy2SiZQMokSQl0KRO94SZPU6mwsJD333+fjz/+eMJXDgXhVibLMq2trXh6eo65r1qtZt68eWRkZAA3M4MUE80E6urqwsXFZcYFgZqbm03nVgcHB7Zs2QIYC8fq9XrOnj0LDD2PiSVhttEP/LXZfTudjtCyMlQ3/m72YOyuNdPK1u7FOHYwdgVLzMqiICYG3Y2fGwnYNV2Duw0FBQVRVlY27u9TFy5coK+vj7vuumvG1FacjJCQEGJjY03va7CCggLs7e0JNatLZYnExESioqI4fvy4qanASPR6PR9//DElJSWsWLGCzs5O9u7da/Pi0idPnkSWZe68807UajWSJKHRaNBoNISFhbFkyRLuuecennnmGXx9fTl06BDvv/++OHfPcCIIJAjChGRnZ9PR0UFSUtKo+9k6CGT+GgqlgOF4s4F6e3uRJAkPDw/T/ZlAyQQyXw4GDFhGYW9vb/oczDOBpoosy3zxxRemzKmsrKwpe21BmCm6urro7++3KAgEDLhCPrg+xkQyGg0GA93d3TMyCDQ4OKYEe3Q6HVlZWaYgvHL+VrJ/RJt42/gjkG92/4FPP+Wpt95i29Gjpm3fAPuneFxjOWJ2O7qwEKfeXtKWLjVtWwcETPmobl/z58+no6ODgoICi59TXV3N+fPniY+PJyDg9vnXSE5Opre3l/T09AHbZVmmsLCQiIgIi7rbmpMkiV27dmFnZ8dXX3016jn/m2++oby8nN27d/Otb32LHTt2UF1dbWrQYgudnZ1kZGSwdOnSMTPjg4KC+O53v8vOnTspLS1lz549YjnvDCaCQIIgjJter+fEiRMEBASYihGPxNIgUFtbGzCxINBgkwkCKVc3YOZcgR4rCGTeOQymJwhUX19PR0cH69atIyoqiosXL94SxQ4FwZpaW1sBLF5GumTJEhwcHIiLi8PR0XHAYyqVasLZjDMtCGQwGOjo6BhwflfO0zqdztTZEW7+zVCCQF1dXVM40tlBD/yP2f2I69eJyzeGhFZduIC/WUbCb6Z2aKNqZ2AQKOL6dfocHCgLCTFte27KR3V7i4uLw93dnUuXLlm0f2dnJx9++CEajYatW7faeHRTKygoiNDQUM6fPz+kOUd7ezuxsbETOq6rqyvbtm2jrKyMN998k08//ZQXX3yRN998k5MnT1JeXk5ZWRmnT58mPj6eBQsWAJCUlERAQAAnTpyYUAkES+Tn52MwGFiyZIlF+0uSxNKlS9m5cyclJSXs37/f5plKwsRYFASSJGmHJEn5kiQVSZL0yxH22ShJ0lVJkrIlSTpt3WEKgjCTpKen09LSwtatW8dM8x1PJpBKpbJKDZuJBoH6+vrQaDTTtpxqJN3d3ahUKtMkUQkCKUtFlEwgxXQEgfLy8gBjcep77rkHlUrFlStXpuz1BWEmaGhoALC4RoO7uzu/+MUveOihh4Y8NpFMICVg4uLiMuHlZLbQ1dWFLMsDgkCSJJmK3Jt3ZlQo3dVEJpD1nQWqzO5vPXaMZi8v/udnP6NXo2HDmTOmx1KA8hGOU4cxW+jqjf/Z+rLJ54DyV01lMBCXl0dxZCSGG3/zJeBOG49htlFqeF2/fp2CgoIxg7KHDh2it7d3SmrVTIfk5GQ6OjpMy3gBcnNzkSSJmJiYCR938eLF7N69m5qaGrKzs/H29kar1XLmzBnefPNN3nrrLdzc3Ni5c6fpOSqViq1bt9LS0sLly5cn9b5GUlxcjLu7O/7+/uN63uLFi1m3bh2ZmZnk5+eP/QRhyo2ZsyZJkhpj1ug2oBK4JEnSAVmWc8z28QReBnbIslwuSdL4flIEQbglpKWl0dTUxIULFwgJCbGoC4KlQaCOjg7c3NyssnZ8okGgnp4enJycTAGVmTKBUsalfDbmyyjAOE4HBwfT/lOdyWQwGLhy5QoRERGmSV5sbCxZWVls375dFAcUZo2amhocHBwsKgytGGn5wEQygZQJmqurKw4ODjMmgKJkeipLbRVKkfuenh58fHx44YUXTI+JTCDb+djstm9jI/Nqavhqxw463dy4lpTEsrQ0HPv66Ltx4eET4OdmzynA2E0sddBxHTC2Zn8VsPw3wHK/MrsdVlKCa1cXmWbdSdcCt1/YYfotWbKEM2fO8OGHH+Lh4cEzzzxjykw2193dTV5eHqtXr2bOnDnTMFLbi4yMZO7cuaSkpLBo0SJkWTZ9/1EC1xO1cOFCU00hZelsd3c3xcXFtLe3k5SUNKRIfmRkJGFhYZw7d45ly5aZvv9ag16v5/r168yfP39C3803btxIZmYm58+fF81CZiBLvpmvAIpkWb4uy7IW+IihNdceBfbJslwOIMtyvXWHKQjCYF100cfUtWLMzs7myy+/5Pz588iyzLZt2yz6ozCe5WCDJwgTZb7MYDyU5WCSJKFWq2dMi3VlXIqxloNNdSbT9evXaWtrG5AunJCQQHd3tygQLcwq1dXVzJs3z2rB7MlkAs2k5WCDl7QqlCBQd3f3kMmNvb099vb2MyaQdbvQAZ+a3Z+flYUM5CQkAJCdmIidXk+s2dV786BRAca6O4MDQABa4DNgJVBjhbHKQAPQCBwFKsweS8zKos/BgcLoaNO2b1vhNYWhXFxcePLJJ1m5ciUdHR18/fXXw+6XmpqKLMskmgXmbjeSJLF+/Xqam5s5e/YsxcXFdHZ2snz5cqsc39PTc0DtNGdnZxYsWMDatWuHDbxJksSqVavo7Ow0ZWRbS2VlJX19fePqeGZOpVKxcuVKysvLxXfBGciSIFAgA8+7lTe2mYsBvCRJOiVJUpokSU8MdyBJkr4nSdJlSZIuKynTgiBYrpxynud5JCRccUWDhmCC+S2/xYDtiq81NDRw4MABgoKC+MEPfsBTTz01pJPNSMazHMwa9YBg8jWB4ObkZCYYKwg0OBPIzs4OtVo9ZUGg9PR0nJ2dB1zpiYyMRJIkCgsLp2QMgjDd9Ho9tbW1Qwo8T9REMoE6OzuBm8vBZkoQSDkXDe4kaW9vbwoCDddl0sXFRQSBrOwExqAKALJMYnY2ZaGhdNyYYFYGBdHm7s58s2Kzl4FijLWEvguMdaW3GGOm0ESrlGiB/wt4Af6AH3CH2eMuXV3Mz8khLy7O1BVMDTwwwdcTxhYYGMiOHTtYs2YNOTk51NcP/Cno6uoiJSWFxMREq50DZ6rY2FgWLFjAqVOn+Oqrr3B0dJxwoMQaoqOj8fb25vTp01b93lpUVIQkSQMaGIzX4sWL0Wg0nD9/3mrjEqzDkiDQcJezBs/m7IClGLNAtwP/KEnSkIWRsiy/IsvyMlmWl5mv+xYEYXRatPyEnxBKKH/hLwMeq6SSv+FveM4K5RD1ev2wwZpjx46hVqt58MEH8ff3J8SsCONYlKVAowWBZFmmvb192KscE2GtINBMWQ7W29s7YIKkBHyUNqWDM4HAONmyVhAoKytryBc+87EVFBSwYMGCAWnIGo2G0NBQcnJyRFFAYVZobm5Gr9dbbRnERDKBuru7Te17HRwcZsw5TAlGmQer4WawXWlrP5izs7NYDmZlH5rdDqivx6+xkSyzzA1ZksieP5+ooiI0ZkuKPwZ+B1wwe/7606f5h3/7N37wpz/x8//5H5akpZkeOwb8YQLja8YY8PlnoG2Efe46eBC1Xs/51atN27ZgDBgJtrV69Wrs7e25cOHCgO1XrlxBr9ezfv36aRrZ1JEkia1bt+Lo6EhbWxvJyclWXYY1XiqViu3bt9PQ0MCxY8esdtyioiKCg4MHXIQcL0dHR5YuXUpubi4tLS1WG5sweZYEgSqBYLP7QUD1MPt8LctylyzLjcAZYKF1higIs5uMzKM8yu/5/aj7vcEbfMmXE36d7Oxs/v3f/51XX33V1OEGjFeWi4qKWLRo0aTat48WCOju7kav11t9OdhkgkD29vY267YwXj09PQP+CCvFs5Wr/lqtdkhnIY1GY5Ug0NWrV9m7dy9/+tOfKC0tRafTceDAAd58801qa2spKChAr9cPm/69ePFimpubKS8fqayoINw+lC+4lnYGG8tEMoGUgLEkSablYDMhCKsErAefp+zs7NBqtXR2dg57EUBkAllXE8aaDorErCwMkkTOoC6fWYmJqA0G4s2Wl/wB+BezfYLLy9l06hStnp60u7vTb2/PXYcOMa/65hTh37CsWLQBuIixAKkPMFp3mSXp6STk5nJqwwZqzQKuz1rwOsLkOTs7Ex8fT25urinrRKmLExISwmy5yO/u7s7f/u3f8g//8A8kJydP93CIiYlhxYoVpKamcvz4cYqLiyfVnr2zs5Pa2lqrZDitWLECWZa5du3apI8lWI8lQaBLQLQkSeGSJDkAjwAHBu3zObBOkiQ7SZKcMS4HzrXuUAVhdjrGMfay13TfsdeRmIIY7vryLp5+42l8mm6WX/w1v57Qa+h0Oo4ePYpGo6GlpYW33nrLtH73+PHjACxdunRCx7YkCNTe3g5Ypz08TCwIpNPp0Ol0t8RyMGWypNTZ6OvrG3KF3RpBoJKSEg4ePIivry/e3t688847/P73v+fKlStUVFTwySefkJKSgouLC4GBg1cJY+qUUVJSMqlxCMKtwNpBoIlkApkHjJVzwkw4j/X19ZmWqZpTq9UUFxcDQ+sFgcgEsrbXudldS63TsfjKFYqiougelIVVPXcuzV5eA5aE1QAdN26r9Hp2HThAm4cHrzz3HO9/5zu8+txzdLi5sXv/fqQbf+8bGZh5NJzDQBTGicOPBj0WUlbGD/70J57/85+5+4sviM3P585DhyiKjOSbtWtN+60F7h/H5yBMzqJFi+jt7SUnx9gjqKKigubmZhYvXjzNI5taKpVqRjW+2LZtG3PnzuXcuXO899577NmzZ8IXAZTzsjWCQO7u7oSFhZGVlTUjLkoIRmN2B5NlWSdJ0o8wnqfVwBuyLGdLkvT8jcf/LMtyriRJXwMZGAP6r8mynGXLgQvCbGG+/MunyYdnXn8G556bBTQ3n9jMngf3APAN35BLLvHEDznOaNLT02lra+Oxxx5Do9Hw8ccf88YbbzBv3jyqqqpYs2bNuLrdmBtPEGg6l4MNvlI9U5aDybI8ZDmYvb09bm5uVFUZm/wqre3NaTSaCV9B7+np4auvviI/Px93d3eefPJJJEnijTfeoLW1lV27duHp6clHH31EX18fy5YtG7YQrkajISAgQBQEFGaFlpYW7O3tJ90hRjGZTCC42UVwuOWiU62vr29IFhAw4NxgXgxVYc1lrbNdC/B3ZvcTcnJw7eoidcWKoTtLElnz55OckoJLVxddg36ml6al4dvUxAePPIL2xr9rt7MzJzZt4r79+4ksLqboxuTxZeDpEcZ0ErgHYw2gweJzcrh/3z7a3d1p8PNj4bVrLE1Pp93NjX333YfhxuTbA/gAy65qC9YRFhaGh4cHGRkZJCUlkZ6ejoODAwk3iosL08POzo5nnnmG1tZWMjMzOX36NFevXp1QcK6oqAgXFxerLW9OTEzkyy+/pKamhnnz5lnlmMLkjBkEApBl+RBwaNC2Pw+6/9/Af1tvaIIgNNHEAbPEuxWpK3DQOnB+5XlKw0sJLQ1l5cWVuHS50OVivFq6n/3jCgLJskxKSgqhoaFEREQgSRI//OEP+eyzz8jPzycuLo6NGzdO+D1YEgQyb2tsDUrh5PEEgZSAjzJZmimZQH19fciyPCTIs2DBAs6fP09bWxs6nW7Y5WBNTU0Tes1z586RmZlJXFwc27dvN01qf/CDHyDLsunz/eu//msqKytHLRoYHBxMRkYGOp1uxFbYgnA7aG1txcvLyyqdwcAYBJpIJpDSZUvJBNJqtVYLTE2UVqsdkq042HDFZB0dHdFqtRgMhhl1xf1WIgO/ZmB7dWSZFZcu0eTtzfXIyGGfl52YyPpz54jPyeGyWecjTU8PG0+fpiQsjIKYmCHPuePoUZZfumQKAqVhvEKcNOj49cDjmAWAZBmn3l7s+vuJvH6dOw8doi4ggA8efZQuFxc8WluJy8+nIDqabrNOcu8AllcpFKxBkiSWLFnCyZMnKSwsJDs7m6SkpDF/xwXbU6vV+Pj4sGHDBoqLizl+/DgJCQnDBuFHYjAYKC4uJiYmxmp/z+bPn8/XX3/NlStXRBBohhB/UQVhBjvAAfoxBifUOjULshaQG5/L4R2HyY/NJ2NhBmqDmuiCmy1Sj3J0XK9RUVFBe3s7S5cuNZ3sHR0deeihh3j++ed56KGHJnUVeTxBIGtNVCbSIn5w4VKla810G6mrzuLFi5FlmYyMDGBorY2JLgfr6uri0qVLLFiwgIcffnjA1Xm1Wj0gkKPRaIiKihq1IGJcXBxardaUNi4It6uWlpZhs1kmaiKZQMMtB5sJHcJGygTatGkTAHfeeeew53/lOTPhPdyK+jDWcPjVoO3RhYUEV1ZyYeVK5Bt/o70x1nZQ1Pn70+DrS6LZkjCAjadP49TTw+Ht22HQBFGvVnNl0SKiCwtx7egwbX9jmLH9CKhS7sgyD+zdy9/913/xN//7v+z+/HPqAgL46JFHTFlIbZ6epK5cSYu3t+kYf4cxk0iYeqtXr8bFxYUPPvgAnU7HsmXLpntIghlJktixYwddXV2cO3duXM+trq6mp6fHqh3PNBoN8fHxZGZmzogse0EEgQRhRjPPAgovCce5x5mMBRmmbbUBtXS6dBJ5/eaVvHOcowvLayjk5uaiVqtN9VsUKpWKgICASV8FUJ4/2mSmq6sLBwcHqy1ZUK4Yj2cCNVwm0Ez4Q9VzozvL4EwgHx8fHBwcqKioAEYOAo13/fXVq1fp7++3WoeP8PBw/P39OXLkiOm9CMLtqKury2rZjDCxmkDm9cNuhSDQ+vXr+ed//meWm2WamFPei1gSNjF/B3wyaFt8bi73fPEFjT4+pJvV+nsGuBNjO3bAtCQstKwMtxtLtr2bmlh+6RLpixcPKMpsnv9xdfFiVLLMQrMisO9wsxYRGIuG7jG7v/zyZRKzs7m6cCEHdu5kzwMP8PZ3v2tqWz+c54B/H+P9C7Zjb2/PmjVrAEhKSrrt28LfigIDA0lMTCQ1NXVc5QGKiooAiIiIsOp4Fi9eTF9fH3lmBeeF6SOCQIIwQ/XQwxGOmO7H5seitddSEmFWZFeC4shiIq5HGHO+gX76ucAFLNHf3092djYRERHjShUdD0szgay5XGEiNYEGZwLNlOVgI2UCSZKEv7+/qfPW4H8/JycnZFke9wSwrKwMX19ffH19JzHqm1QqFffccw9dXV1kZmbS2Ng4qY4VgjATGQwGuru7rRoEGm8mkFI/TAmczKQsmsF1zSylvAelZptguWzgRbP7fg0NPLhnDw9/8gk9Tk7sve8+9Df+VroCf4OxRsQDZs/JSkxEwtiRC2DzyZPo1WpO3cjgAlgDZt9UoMnHh7KQEJZcuQI3/u63gFl7C2OBaoVLVxfbDx+mMCqKz3ftIn3pUrLnz0dnlnW6BfgJsAl4FDgK/AUxiZluq1ev5qc//Sm7d++e7qEII1i/fj39/f188803AOTl5VFWVjbqc4qKiggMDDQtLbaWsLAwPD09uXLlilWPa22zpXi1OH8Kwgx1gQt0cyNyL0NsQSxFUUXo7AYGJkpDS3HpdsG36eak/RyWpX5mZWXR0dHBqlWrrDbuwW6VINDgTCB7e/sZkQmkBIEGZwKB8SqPMjka/Md6IlfQDQYDZWVlhIaGTnS4wwoMDMTPz4+vvvqKP/7xjxw+fNiqxxeE6dbd3Y0sy1Y/j40nCKTX65Fl2RTIVv5/JgRQBnc4tJQIAk3cf5nddu7u5uk33mB+Tg4pa9bw5+efp8asLsc/AAE3bj9i9rwmX1+yExJYf/Ysdx08yPzsbC6sXEmnWbDzd8B6jB2+FGlLl+LT3Ex4aalpm9LiohN422zfpGvXsNPrOXLHHaalaQrXG/sewxjQOgG8D2wFrFOpRJgMSZJwd3e3Wt0Ywfr8/PxM2UD79+/n448/5q233uLy5cvD7l9XV0dVVRXx8eNrMGMJSZJYvHgxJSUlpm6aM01FRQWvvPKKqfvu7UwEgQRhhjrPedNtn2Yf3DvcKY4sHrJfeagxEySk/GZpxLOcteg10tLS8PX1HbWw72RZGgSy9jIKuD0ygZQlVMNdRQ8Juflv7m1WJwEmFgSqra1Fq9VaPQgEkJycbMouunjxomgbL9xWrF3XDMZfGFo5Xyl1u2bScrDe3t4JZZuK5WATU46xY5ZiRWoqTr29vPz88xzdts3UWQuMS8D+xmzfZCDR7P7h7dvROjiw/PJlCqOjSUlONj32ILAcY0DmObPn5MTH06PRsDQtzbTtLMZlYW4YW8cDIMssuXKFiqAgGvxMC9GwA36LcdnYE+N984IgDHDHHXfg7OzMtWvXCAsLIzw8nIMHD5Kfnz9k39TUVOzs7FiyZIlNxrJw4ULAWHpgpiktLeW9996jr6/P9Df9diZatQjCDGW+pCuoMgiAiuCKIfs1eTfR6dJJSHkI6UvSTc/Vo0fNyAV7a2trqaqqYvv27Ta9imNJEKizs5OgoCCrvaYSBLodagKNlglkXrRvcBBNCRqNpw5P6Y2rtmFhYeMc5diSkpJISkqiv7+fP/7xj5w9e9amwUdBmErW7nAIxvOYLMvIsmzROXrwOWymBIEMBgN9fX23XCaQTqdDr9fbbKm0Lf0OUC5hOGi1rLx4kdy4OOoDAkz7OAD/D/hrBk4GVBizbrbcuN/u7s5rzz6LZ2srxRERpmLQdsC/mD3vSYwZRf2Azt6eawsXsvzSpQEt5r87aJzzs7Pxa2xkn9lyonCgCHGVWhCsxc3NjWeeeYbq6mpiY2PR6XS89dZbfP7553zve98zNTTo6ekhMzOTpKSkCS3ftYSHhwdRUVGkp6ezatUqm73OeF2+fJmDBw/i7u7Ok08+ibu7+3QPyebEOVYQZiAZeUAmUFBFEL2OvTT4NQzdWTIGh4Irgk2buugij9ELr6Wnp6NWq01ReVsZKwhkq1oaMLlMoJnSHaynpwdJkoZtverg4MAjjzzCI488MmSSqGQkdHZ2WvxaZWVleHt74zZKMc7Jsre3Z+nSpZSUlNDY2Dj2EwThFqD8nlk7EwgsD2YPzgSaKTWBlADORIJA05UJVFtby0svvcRvfvObGbtsYSQ6Bi63WpKejlNvLylr1w7Y7yrwc4a/GrwZ+J7Z/SYfH4ojIwd0A/sdYL5gxB/YbXb/8tKlqA0Glo2w7ETT08O2Y8eo8/cnc8EC0/ZnEJMTQbA2d3d34uLikCQJe3t77r33XnQ6HW+//bbpAsKlS5fQ6XSsWLHCpmPZuHEj3d3dfPbZZzOi/k5lZSVfffUVYWFhPPfcc7MiAATiPCsIM1IxxTTeTJgmuDKYqsAqZOnmyTKSmx3BKgMr8Wn2wan7ZkT9EpdGPH5XVxfXrl0jISHB5lH4sYJASqbKTKsJZGdnh16vn/YixkotjZEyAWJjY4mNjR2yXQmqWRoEslU9oOEsXrwYlUpFmtlSAUG4ldliOdh4z2ODg0BqtRpJkqa9ns5o2YxjmY4gkE6n44svvqCjo4P+/n7OnrVsefVMcR5oNru/7PJlykJCqDTLtv2IgQGc4fweeHqY7SHAV8APh3ns+2a3G/38uB4eTlJGhqlANIBTTw/rzp7lwU8/xa2jgy927kS+EfD0HuG4giBYl6+vL4888gitra0cPnyY3Nxczp8/T3R0NAFmGYO2EBgYyPbt2yksLDQVrJ4uDQ0NfPzxx3h4ePDQQw9Z9YL0TCeCQDNMT0/PjIiK3upkZNJI4yhHqaZ6uoczbmc4Y7rtoHXAv96fyqBK07Z44tnGNtP9qqAqAAKrAk3bLjP81TeAa9euodVqSTZb228rYwWBbHEFfTI1gZQJlBIMmu5soIl21XFyckKtVltc3K6+vp6+vj6bLAUbzNXVlfj4eFM7ekG41XV2dqJWqycU6BjJZDOBJEnC0dFx2jOBJhMEsrOzw87OblzLWifr66+/prq6moceeojly5dz7do1Wltbp+z1J+ug2W3vpiZ8m5rInj/ftC0CuN+C4zhg7OJ1DPglxsygTzDW6dkxwnM2Awlm9zMTE/FpbibuRu0Rz5YWvv+Xv7DlxAkir1/n6NatVAbfzGL+J8DTgrEJgjB5ERERrFy5krS0ND755BNcXFzYsWOk327rWr58OfHx8Rw7dmzaAu16vZ59+/ah1+t5+OGHZ8zStKkiagLNIAUFBXz00UesWLFiyn4Jb0eppPJDfkgaxiwDNWoe4zFe4RUcGLqkZiY6zWnT7ZCyEFSyirKQmy0dV7OaZSwz3a+eV41BMhBUFURRdBEweiZQbm4uc+bMwd/f3wajH2isIJCtCqrC+DOBHBwcTONVJlI6nW7YpVhTpaenZ0KTJ0mScHV1tTgTSGk1b15s2paWLl1KdnY2BQUFzDeboAjCrai7uxsXFxer1lcbbzB7cDYjGJeMTncQSAngTDRAptForJoJVF9fz+XLl/Hz86Ourg4fHx+8vLzIyclBr9eTk5PD2rVriY+PJzAwkPT0dFJTU9m+fbvVxmArMvCZ2f2YwkIACqKjTdu+zfi+/G/hZn2gsUgYW7j/w437GUlJrLh0iV2ff45bRwdrU1Jw0Gp55/HHafTxod3Dw/TcDcCPxjEuQRAmb/v27YSHh6PT6YiLizP93bE1SZK49957sbOz48SJE3R3d0/5Ofabb76htraWhx56yObZTzORCALNIKmpqciyzOXLl0lOTp5VKWnW8imf8h2+g5abX3r16Hmbt+mnn/d5fxpHZ7lrXDPdDq4MxiAZqAi5WRR6AxtYxCLTfa2Dlga/BlMmkCOOaNAgIyMNaqTa0dFBZWUlmzZtsu2buEEJyExlEEiSJFQq1biWcmm12gGTJ+X2dGeq9PT0DGn/bqnxBIFqampwdXXFw+xLuS2Fhobi4uJCbm7ulASBCgsLUavVRERE2Py1hNmns7PTqucwmHwmEMysINBEz2NOTk5WCwJ1d3fz4YcfjprZEx4ezubNmwFjHY3IyEhyc3O54447Znwr7EKgwOx+XF4e9X5+tHp5mbbdZeMxfA/4D4yt4PV2dnz6wAN8/y9/4a5Dh+h2cuL9Rx+lalAjiLnAezBKKwtBEGxBkqRhSwpMBaU2kZ2dHRcuXCAxMZHAwMCxn2gFBQUFnD59moSEBOLjx1oce3sSQaAZoru7m5KSEuLj48nNzeXSpUtTNkm/XVzkIo/yKP3cnLSr9CoMauMX6A/4gOd4jo1snKYRWqaffnLJNd33r/enyaeJfvub72sNawgjDCec0KJlAQtwCXRhTu4cLsuXWSAtGDHrKTfXeOypOulZmglk7aCnWq2eUCaQwjwTaDr19PTg4+Mzoee6urpaXNRUq9WOWnvI2lQqFbGxsWRlZaHT6QZMXK2tuLiYDz4wNkxevXo1d9xxh81eS5idurq6bBYEmmhNIJgZQaDu7m6ACafaOzk5WW052JEjR+jo6ODJJ59ErVYzZ84cqqqqqKysJCkpiZaWFubNm2f67MH4t7KgoIDq6uopm6BM1BGz25qeHkLKyzlntuzbH7BtyVfww9jeXSks3eTjw59+8AOcu7upnjvXVP9HsQjjMjPr9QcVBOFWIUkS27dvp6CggMOHD/PUU0/Z/Htoc3Mzn376Kb6+vtx55502fa2ZTNQEmgJ9fX1jXsk7f/48siyzYcMGYmNjTRXaBcv9C/9iCgDZ6ezYvX83f/vff4tX880rYP/MP0/X8CxWSOGATKaAugDq/etN951xJoII7LDjIhfpoIMrXOHbQd9G7pUJaw4bddlbbm4uvr6++Pn52fR9KCwJAqlUKqvW0oCJBYFmaibQRCdPrq6uFtcEMhgMAyY+UyEhIQGtVktxcbHVj33s2DH27t1LS0sL+/fvx8vLi8jISFJTU2lvb7f66wmzW2dnp00C2TC5TKCZUBNICeBM9DxmreVgjY2NZGRksGLFCkJDQwkKCsLOzo7Q0FDWrl2Lm5sbISEhQwLSsbGxqFQq0wWUmeyw2e3wkhJUskxRVJRp2z1MTbbNs8ADZvdbvLyoCgwcEgA6B6QB0QiCMFs5OjqyefNmKioqKCgoGPsJk6DX6zl06BCSJPHoo49a/eLNrUQEgWysr6+P//3f/+Uvf/nLiBNSWZbJysoyVWRftmwZPT09NpkY3a5aaOErvjLd/9ahb7Ho2iI0fRrWnV1n2n6GM2SQMR1DtFgmmabbDloHvFu8qfOvM22bz3xUN351E0nECeMX66Ab6dWVlZWMpK2tjdLS0imtwWJJYWhr19IA41X08RaGHlxLA5jWzjoGg2HChaHBuMSup6fHokmkwWCYsrXgirCwMDQajdUnVwUFBaSkpJCVlcVLL71Ed3c3Dz30EDt37kSWZS5evGjV1xNmN1mWZ0QmkLKf+e+xg4PDtHcH6+npwd7efsLZftbKBDpx4gQODg6sHdQq3ZLXDw8PJzc3d8Y07rgK/CfGYMt/Y1wGpgVOmu0TVVxMr6MjlWbZS1NVcUMC3gJ2DvOYA/BjoBdYi5iICIIAixYtws3NjWvXro298yScPHmS4uJiNm3aNGtawY9EnHttrLS0lL6+Purr67ly5cqw+zQ1NdHa2kr0jcJ94eHhNpkY3c5SSUXG+OVMMkgkZidyZdEVLqy4wKJri3DtuHmF9hVemZIx6dFTQAGFFJrGZgnzIJBfvTFbpz7gZibQAhYM+zxfX18cHByoqKgY9nGAo0ePYmdnR1JSksXjmayxgkBKQVVrm+xyMEdHR4BpvYquXP2ezDIKsCyQpdfrpzwTSK1WEx0dTWFh4bjqN40lJSUFb29v7r//foKCgti9ezdz5szB09OTuLg40tLSpj07Qrh99Pb2YjAYrH4eG28m0EhBoOn+WZ9MXTMwZgJNNgjU3NxMbm4uy5cvn9C/U3x8PM3NzdTV1Y29s439L7AcY8eu14G/BWKB54AuZSdZJrK4mJLwcAw3fh5UWF7g2RpcgAPAN8D/A/4N+BxoBF4CHKdwLIIgzGwqlYrIyEhKSkqs+n3QXFNTExcuXCApKYlVq1bZ5DVuJSIIZGM5OTk4OjoyZ84c05KvwZTUt5iYGMD4BS42Npa8vDyxJMxCKaSYbvs1+OGodaQkrIRLyy+hklUszFhoevwN3qAd2y4H+ZRPiSSSWGKJIYZ44tnHPouee5WrptsB9cZq9eaZQCMFgVQqFWFhYSNmkLW3t5OTk8OKFSvw9va28J1MnhIEUmr/DGaLK+hg/D2aTGFoJQg0nVfRJ7uMQnmeJROo6cgEAuN5r7u7m6qqKtO2+vr6CS/ZamhooLy8nCVLlpCYmMgzzzzDggU3f2dWrVpFb28v2dnZkx67IIDt6popS2QtXQo13HIwe3v7W3pJKxjPY1qtdlITg4sXL6JSqVixYmIVceLi4lCpVFy9enXCY7CGj4GfAYO/GcrAO2b3fZqa8Gxrozgy0rRtJeDF1JKA1cD/AX6FcTma2xSPQRCEW0NERAS9vb3U1tba5PinTp1CrVazbds2mxz/ViOCQDbU19dn6nyzZs0ampubuX79+pD9CgsL8ff3H9CVJzExkb6+PgpvtPcEYyZFa2vrtH+hm2lkZD7mY9P9kApji+vKoEqafJsoCSth9fnVqPTGH/ceetjLXtNzT3KSf+Qf+Wf+mUtcGlfWznD2speHeZgybrZ0zyef+7mf/+Q/R31uL72c4pTp/rzqefQ59NHq1WraNlIQCCAyMpLW1tYBxYC1Wi3Z2dkcO3YMWZZZtmzZiM+3hYCAAJycnNi3b9+wE29bdNWByWcCKben8yr6ZINAytV3pTDraKYjEwggKioKSZLIz88HoK6ujldeeYXf/e53fPLJJ6Snpw/YX5Zl2traRswsS0lJwc7OjkWLFg37eHBwMC4uLpSVlQ37uCCMl9KBz9rnMeV4lnb4Gy4TaCYEgbq7uycVBBpvMGyw3t5erly5QmJiIm5uEwtBuLi4kJCQwLVr16bt80wFvmN236m7mwWZmTgMc6Ei6sbFoCKzIJAohy8IwkymdG+1RTmUtrY2srOzWbp0qei+fYMIAtlQbm4u/f39LFq0iPj4eJydnbl06dKAfTo7OykvLzctBVNERETg6urKN998Y5rsHDp0iBdffJEXX3zR4o4/s0EqqRRyM1iWmJVIk3cTzd7NxsdXpuLa5UrE9Zutod/jPZpoYhOb2Mxm/o1/4//yf1nBCh7l0QGFmcejgAKe4RkMDH/F8pf8kg/5cMTnH+EIXUpCtwzRhdFcj7iOLN1Y6obEYhaP+HzlBKpMqGVZ5rPPPuPTTz8lMzOTqKgovLym9lqgq6sr3/ve9/D29ubgwYMDHrNVLQ0QmUDmz7M0E2g6gkAajYaIiAgyMzPp6+vj008/Ra/X4+3tTW5uLl988cWApbT79+/nd7/7HXv27Bnyb9PS0kJGRgZLly4d8WdKkiSCgoIoLy+36fsSZg8lE0gEgYY32eVg4zmPDefKlStotdpJp/8vXbp02rIIK4D7AeWyhmQw8MjHH3P/vn08+OmnMCgoHllcTJO394DW8FNVD0gQBGEiXFxcCAgIoKSkxOrHVmpBrly50urHvlWJIJCVdHV1cfbs2QHRy2vXruHt7W3qQLFkyRIKCgpoa2sz7XPmzBkAlixZMuB4KpWKLVu2UFlZycWLF3nttde4fPkySUlJ6PV69u3bN2MKFE63/ew33fZs8SSsLIyri64a85CBwqhCejQ9JGXerINzghMkk8xpTg853kd8xCM8Mu6MoG66SSSRNoz/vpJB4jvvf4cn3nkCx76bq99f4AWaaR7yfD16fsWvTPfn1M3Bo92DgpiblfJXsQpvRl7K5evrS2BgIJcuXUKWZdLS0sjLy2PlypVs2bJl2lohenp6EhkZOSSrRqvVotPpbBIEGm9h6MHdwWZCYWhl8jfRqxbjmTzp9fppWQ4GxvNfe3s7v//972lsbOTxxx/nRz/6Ef/wD/9AREQEX375JdevXyc/P5+MjAxcXFzIzc1l7969NDQ0kJaWRlNTEykpKahUKtasWTPq64WFhdHS0kJra+vUvEHhtmar5WDOzs44OTnx9ddfD1guOZKRloMZDIZxnQutraenZ1LdH5XnTiQIZDAYSE1NJSQkhLlz5054DAChoaH4+vpy+fLlSR1nvPqAhwHzn4BNp04RWl5Og68v0UVFzDcLTNnpdISVlg5YCuaJsY6QIAjCTBYeHk55eblVs/C1Wi3p6ekkJCQMWHUz24kgkBVotVreeustTpw4wXvvvcfZs2dpbW2ltLSUpKQkU02UpUuXAnDkyBEMBgM5OTlcunSJxYsXD1ujZeHChYSFhZm+AK5bt45du3axadMmKisrqampmdL3OVN9yZem23H5cQBkJWaZtunt9GTPzyY+Nx6HvpvLffLIM932r/Mf0Er+Mz7jEIcsHkMffbjgYmpRD7Dp5Caii6KJKIng4Y8fRjIYfw5aaeU/+I8hx/icz8ni5riTzyXTb9c/IAi0c9heGwOtWLGC5uZmsrKyOH36NKGhoWzfvp3k5OQpzwIyp1KphmTm2OoKOhgnQpbW1JJlGa1WO2A5mEqlwt7eflqXgynt3aciCDRdmUBgbMFsZ2dHV1cX69atM2W0qdVqHnroIby9vXn33Xf57LPPCAgI4Kc//SlbtmyhsLCQl19+mS+//JKXX36ZtLQ0Fi9ePGbHB+X4trjaJMw+nZ2dSJI0qSVPw1GpVNx7770AFv29VwI95r/HSmB7urKBZFmedCaQ8tyJBIHy8/Npa2uzShFQSZJYvnw5VVVVVj13GDAWeR6upUM3sAI4b7ZtbUoK68+e5erChbz8gx9QPXcudxw9iv2Nf+PI4mIc+vvJv1FnEowFoSfWm00QBGHqxMTEoNfrrbok7OrVq/T29oosoEFEEGiSGhoaeOutt2hsbOT+++8nLCyMEydO8OGHxiU/CxfeLEjs6enJli1byMnJ4X/+53/Ys2cPPj4+bNiwYdhjS5LEzp078fPzY9u2bWzevBmVSkVSUhL29vakpaVNyXucyYopJpubV8BiCmJo8G2gxWvgcrlrSdew19mz8NrCwYfAr96P77/yfV740wv4NfiZtr/IixaP4xmeGXA/Pjee9efWk7Y4jYPfOkhESQSLri0yPf4SLw2oGaRFy8/5uen+vKp5JGYncm7tObpcbhZUvo/7xhzL/Pnz8fT0ZN++fXR1dbFt2zart1+fCJVKhSzLAzLYbHUFHYxXjy2tIWEwGJBleUAmEEx/e+WOjg6cnZ0n1VpZkiSLlpNMZyaQEuxJTk5m48aNAx5zdHRkx44dSJKEt7c3Dz30EGq1mrVr1/LII4+wYsUKHn/8cSIiIoiMjGTz5s1jvp6fnx+Ojo4WZVcIwli6urpwdna2SRA18EZ7b0syeXQ6HWq1esD5XglsT1cQqK+vD1mWJ10YGiyrbTbYpUuX8PDwIDY2dsKvb04JMh85csRqjTv+HmO795WA+be61zF22Mow2xZeUsKW48fJjYvji507kVUqvt6xA4/2dtakGBtkJOTk0KPRUBIebnrePVYZqSAIgm2Fhobi5OQ0oQ7ZWq2WkydPkpFx86ypZIMGBgYSFBRkzaHe8iyaWUiStAN4EVADr8myPDSNwbjfcuAC8LAsy59abZQzlF6v58MPP6Sjo4Pt27eTmJhIfHw8b731FpWVlQQHB+Pp6TngOWvXrsXBwYH09HTWrFnD6tWrR514+fj48MILLwzYptFomD9/PllZWWzfvn1A9sJsc4ADptuaXg2hZaGcX31+yH4VwRVcD7/OHUfvoHZOLRUhN665ybD9yHbUBjVqg5q1KWvZv3s/AMc5TiON+OI76hhSSeV93jfd92z1ZPvh7dQG1HLorkPoVXqSMpPYdHITWYlZ9Nv300cfYTf+88STNtoo4eaVxdUXVtPr2MuF1RdM2+7jPuKIG/MzUavVbN26lX379rFu3TrTJGK6KRMk8y5UtswE0mg0NDcPXXY3HCXbZ/DvkqOj47RnAk20kCkYA8murq4WBYGmMxMIIDo6ekhtNEVkZCQ///nPTUEtML632NhY0+ROye6xhCRJBAYGiiCQYBW2qmsGN+v7WBIEGi6QqwS2p+s8pgRupiMTqKGhgZKSEtMFNGuwt7dnx44dfPLJJ5w+fZrNmzdP6iLLa8B/3bhdA6wH3se49OtHg/b1amnhwT17aPT1Zf/u3ehvXBwoDwkha/58klNSyFywgNj8fHLj402t4e0RQSBBEG4NKpWK2NhYcnNzx31x8tChQ1y7dg2AsrIydu7cSW5uLs3NzTzwwAMz4oL4TDLmX0VJktTAH4FvAQnAtyVJShhhv/8EDlt7kDOVWq1m165dPPvss6ZUY7VazcMPP8z8+fNHbEG3fPlyvv/975OcnDzhK+9LlixBq9WaftizsrIoLS0dsE9VVdWA+kO3o8/53HQ7qjAKtUFNXmze0B0l+PSBT+lw6+CeL+5BZTD+6EcWRxJVHMXX278mbXEa8bnxqHXGfxMDBg5ycOixBvmIj0y3PVs9eeHlF/Bo8+DwHYfRq/UgwdGtR3HvcGdl6sBUxFJKucrVAQGgqMIoErMSSVuSRp+jMQtFhYr/5r8t/lzmz5/P3//93w/JqphOys+6+ZIwWweBLM0EUq6SD84EcnR0nPZMoMlmSY0nCDRdmUCWcHZ2tuof8MDAQOrq6qa9aK5w65vscqfRjDcINDhrcLqXg022uD0Yz+WSJI07Eyg1NRW1Wj2k5uJkxcfHM3/+fM6dOzeg2UdtbS3V1dUW12s8DvxIp0Nl9jexG7iXQQEgWSb8+nWeevNNJFnmw0ceoc/RceCxtmxBrdfz9Jtvounr44pZd8StGGsCCYIg3Ari4uLo6+sbtoGHLMvDNn05f/48165dY9WqVaxevZr09HSOHDnC0aNH8fPzIz4+fiqGfkuxJBNoBVAky/J1AEmSPgJ2ATmD9vsxsJdZVnsuNDR0yDZXV1ceeOABm75uUFAQwcHBHDlyhKqqKlMw6Ic//CG+vr5UVFTwxhtvoFar+dnPfmazL6jTqYkmznHOdD8uP45Ol06qgm5e3X+cx3mXdwHodu7m6LajPPzJw6w+v5pv1nzD1uNbafFs4dLyS0QUR7D0ylLCysIojjSuRT3IQb7Ld0cdxwlOmG7Pz56PQ78Dbz75JmWhN5d7lYeWkx+TT/K5ZIqiiqidUzvi8Tae3kiTTxOnNp0ybbuf+4nA8kwHYMJLiGxFmcCbn7xt1VoZjBOHnp4eZFkeM3gwUhDIwcFh2lvE+/qOnok2Fjc3N4uCwXq9flZdJQkMDESWZWpqaggJCZnu4Qi3sN7e3mHr+lmDeQblWHQ63W0ZBJIkyXQ+t1RFRQXp6eksWbLEJn9f7r//fnp7e/nqq69ITU3Fx8eHwkJjl9K4uDh2795t6jBpTpZlrl69SkFTEyfKy/llRQUS0OzlxZtPPknHoHpm9lotT779NoHV1bS7ufH2E0/QMszPWouXF9+sWUNySgplISGUm53TRv8GIwiCMLMoc+uKigrCzZa11tfX89lnn1FbW8u8efNYv349UVFR1NXVceTIEWJjY9m0aRP29vZ0dXVx4YJxNcVTTz01rZnuM5Uln0ggA+vVVd7YZiJJUiDGixd/Hu1AkiR9T5Kky5IkXW5oaBjvWAUzkiSxa9cudDod165dMxVWPX36NLIsc+zYMcA4sbtdawcd4hD6Gw1T1Xo1UUVRFMQUmNqpO+LIy7zM3/F3pufkxuWSE5/D1mNb+dEffsTc2rmc2ngKvVpPSXgJ/Xb9RBfcXJJyghMjtnsHaKSRDLMV+2GlYTT4NgwIACkObz+M1kHLtz/8NqsurOKug3cRlxtHVFEUSiMy/zp/gqqCuLzsMv32N7+0/1/+78Q+pBlEOQEPrgnk5ORkkwwULy8vZFmmqKhozH1HWw42nZlA3d3dk+qqA7dPJpC1KcskxZIwYbJ6e3uHnfBbg0qlQpIkizKBent7h5wvprsmkDWCQGDMBBwrCCTLMu3t7XR0dLB//37c3d1HzMieLEmSeOihh9iyZQuyLNPQ0MCiRYtITk4mPz+fjz76aEjNIJ1Ox4EDBzhw4AB5KSl4NTRwfvVqTm7YgFtHBw/t2YPzoGynbceOMa+6moN33skff/hDas06nD2OcfmY4tjWrfzvX/0Vbz/xBNwI6M8DdtvkExAEQbANjUaDn5/fgBUuVVVVvPbaa7S0tLBs2TI6Ozv56KOPeOONN/joo49wdXVl165dODg4IEkSu3fvZtu2bdx9993iQt8ILEkVGO7S8OBc198BfyfLsn60K8myLL8CvAKwbNky0d98knx8fNiyZQudnZ1s376dkydPcvbsWTw8PCgvL2fnzp2mDmRr1qy57SZ45kvBwkrD0PRpBiwF28pWXHHlH/lHPuADKqgACQ7cfYDgimB8mn24uPwiGUnGII7OXkd5SDkRJTczbppoIoMMFrFo2DEc4YjptkqvIrQslKsLrw67b7N3MwfuPsBjHzzGjsM70Kv0LL9sTJy7tPQSB+86yPqz6+m36zeNCeB7fM+iWkAznXJuMA8CdXZ22qQoNBiXxJ08eZK0tLQRa80oZuJyMIPBQF9f36QnT66urnR1dY1Z80ev18+qKyWurq54eHiIIJAwaX19fZMO1o5GrVZPOAh0O9QEAmMQaazlYNXV1bz22muAMRP2O9/5js2Cc2AMsCUnJ5OcnDxgu5+fH5999hl79+7lwQcfRKfTcfToUVNr+YDkZP5u1Sp6HBzov/HvU+/vzwN79/Ktr75i7/33A5CQnc3yS5dIXbmSS8sHJtnvxvhluhZYBCi5nm2D6lC+BNjuExAEQbCNhIQETp8+TXNzM46Ojrz77rs4Ojry3HPP4e7uzh133EFGRganT5+mt7eX73znOwO+L0uSxJo1a6bxHcx8lgSBKoFgs/tBQPWgfZYBH92Y5PkCd0qSpJNleb81BimMzPzLx9q1a0lPTyclJQVfX19TF4sPPviA3NxcEhMTp3Gk1tVLL1/ztel+bH4sWnst1yOum7btYhcALrjwFm+xjW0YMNDr1MtfvvcXvJu9KQ8pHxDmvB5+nW3Ht+Ha6UqnqzF74ghHRgwC7WOf6XZoeSgO/Q6URNys77Ob3dhhx6cY66QXRRfxynOvIEsyjb6NhJWGsSBzAcvTluPa5Up8XjwnN56k2/nml92f8bOJf1AzyEjLwWwVBHJ0dCQ4OBhLsg5HCgKNdwmCNSn1jCYbBFIKS3d2do7aOn22ZQKBMRuosrJyuoch3MJkWaavr8+mwYbxBIEG/44rmUDTFQTq6OhApVJZJROovb19zNcC4znv0UcfZc6cOZN6zYlKSkqip6eHr7/+mj//+c90d3fT1dXF/PnzSUpKIiYmhijgAW4Gb3ITEjjT0MCmU6e4lpSE1tGR+/fto2buXE5u2jTg+L8Afo2xU0sYcBp4Drhkto8b8Cpwv23fqiAIgk0sXbqUlJQUDh06hFarpb+/n6efftr0N87e3p6lS5eyePFiDAbDjCuBcSuw5LLvJSBakqRwSZIcgEfArCUTIMtyuCzLYbIshwGfAi+IANDUc3R05M4778TDw4M777wTlUpFVFQUbm5uZGdnj/pcnU5HUVHRtNY/GY+TnKSLG63TZWMQqDiyGJ39zfTrnew03d7MZv6WvzXd73TrpDy0fEiem1ILKLI40rTNPNhkToeO4xw33Y/PjUdrr6Uo6ubyo61s5S3eItgsjlo9r5qauTX02/dTGF3IZ7s/ozKwkvi8eOr96jmz7oxp393sJhbrtLadblOdCQTg4eFhUT2ckYJALi4u9Pb2WjQBszblqrc1MoGAMZeEzbZMIICQkBDa2tpoaWmZ7qFMik6ns7gYrWBdSqbgTM0EUjJwlCL8U03pcDjZemOWZAIp5/Ennnhi2gJAipUrV7J7925aWlqws7Pj6aef5oEHHiAmJgYwFms+D8w1e865tWtp8PXloT17+O7bb9Pu7s47jz8+oAj01xi7iZmH6xdibMt7BmO3sQMYr9Q+bMs3KAiCYENubm6sWbOG4uJiKioq2LVrF/7+/kP2U6lUIgA0QWN+arIs6yRJ+hHGrl9q4A1ZlrMlSXr+xuOj1gESplZCQgIJCTebt0mSRHx8POnp6SNerTQYDLzzzjtUVFQQHBzMk08+OeMng+ZLwebWzsWj3YOTG0+atq1kJXMHfL2Cf+PfqKaad3hnxOPWzamj06WTqKIori00Fts+yUm+4Avu4i5UZnHTy1ymlVbT/cjiSErDSk21fCQk7ud+XHDhJCfZzW6yyBrymrJKZu/9e1mTsoaLKy4iq4yTOXfc+R2/s/xDmeEGB4FkWbZK96vRODk50d/fP2abyZFqAikFRbu7uyfVqn0irFVLQxm3cpV8JLMxE0hpK3/9+nWWLl06zaOZmI6ODv7yl7/g5eXF448/PuRn2Nq6urrQaDSz7mdlJErGni0zgVQq1YSDQBqNBpVKNW1BoPb29lEzEC3l5OQ0ZlamUoNnpkwIFi5cSExMDPb29sOOKR44AiwFtIDezo73HnuM+/fupS4ggJMbN9Jrdv7/L2D7CK+lAtbd+J8gCMLtYP369UiShJ+fH/Pnz5/u4dx2LPpLKcvyIeDQoG3DBn9kWX5y8sMSrCkxMZGLFy+SlpZGWFgYBw4cQKfTcffddxMaGsq5c+eoqKggNjaW/Px8Dh8+zLe+9a3pHvaIDBg4YJaMFpsfi0EyUBBTYNqmLAUzp0bN27zNczzHKU7RQQcrWMF61hNMMH30IUsyRVFFxOXFodarjS3egXu4h/nM53VeZyXGNu/HOGY6tkerh6nGkGIxi5mD8WpkJJGkk85hDpNKKjXU8Dqvm/Zt8Wrh4M6B7ej/hX8hlKHd525Vg4NAWq0WnU5n0yCQeXvl0Sato2UCgXHie6sGgSzJBJJlGVmWZ3zw19p8fX1xd3e/pYNAp0+fpquri66uLj755BMeeughmwWC0tLSOHjwID4+Pjz77LM2DXzcKqYqE2isTC9ZlocNAkmShIuLy7QGgebOnTv2jmNwdnamv7+f/v7+IedpxUwLAsHY5+9E4P9hXOIF0ObhwRtPPz1kv++Z7SMIgjAbqNVqNm7cON3DuG3Nrm/8s1RwcDAxMTEcPXqUV199la6uLvR6PR988AGXLl3i1KlTzJ8/n0ceeYSVK1dy8eJFKioqxj7wNEkjjRpqTPdj82OpCK6g2+VmqvhwQSBFMsn8A//Af/Kf3M/9+OHHRjaaHs9MzETTpyHpWtKA52WTzSpWISHhjz//yD+aHlOKSZvXJNrGwK4k9tizk538K//Ka7yGAQN/zV8PO8Yf82P+ir8a+UO4BQ3uDqYEJaYiCDRWe2VLgkBTzVqfj/L80TKBlM9ntgWBJEkiIiKC69evW9SC29r6+/upqKiY8FKu1tZW0tPTWb58Offccw/Xr1/no48+or+/n8zMTPbt22e1Jb7V1dV8+eWXeHt709jYyJUrV6xy3FudkglkyyCQJZlAowWjLO0QaG1Ktqc1AuhKMGW0bKCRzuMz3d8AT47wmAT8C2O03hUEQRCEcZpd3/hnsZ07d7J48WK2bNnC888/z9NPP42TkxOHDh3CycmJe+65B4DNmzfj5OTE8ePHZ2yNCfOlYB6tHsytnUt+bL5pWySRxBM/rmM+bLZ6vjiymKp5VWw8vZHYvFjcOoZ+gW1gYLHh0LJQupy7aPC7uX0rW0d9TQmJ3/Jb3uM9trOdSCLZyEbe4z1e5EWkYRvz3boGZwIpQQlbBoGUoMZYE/yxloNNxwRKKYI62QmUWq3G2dl51PegTDBn4xKfiIgIent7qampGXvnYbS0tIxZsHYkn3/+OW+88QZffvnlhJ6fmpqKJEkkJyezePFidu3aRUlJCf/+7//Ovn37yMzMJCUlZULHHiwrKwuVSsWzzz5LQEAABQUFYz9pFlCCL7ZeDjbWOWy0YNR0ZQL19vbS399vleVgSm2j0eoCzcRMIEtIwOsYiz0rlYw0wD3AReCfGL5NryAIgiBMlAgCzRJubm7cc889JCcn4+LigpubG4899hgLFy7k/vvvN01+HRwc2LJlC2VlZZw8eXJaCuKOxTwIFJtvLJpsHgTaxa5xB1Ae5uGbNYQkOLPuDK6drnz742/zN7/9G3bv3419/whXF2Vji/qy0DLTNzU77FjN6jFfV0LiO3yHr/maIoo4yUm+w3duuwAQDO0ONhWZQEoQaKyf4/7+flQq1ZAgyHRmArW1teHi4mKVwIybm9uomUCzPQgEUFxcPO7nVlZW8tJLL/Hyyy+PO5NIq9WSl5cHQHp6+pjF+wfr7e0lPT2d+fPnmybZCxcu5OGHH8bb25tVq1YRHx/PN998M+kOaLIsk5ubS0REBBqNhtDQUCoqKmbk34epNlWZQJMJAk1XJpByzrFmEGi0TCCdTockSbdkRqMK+CVQA7QCTcDnGFvvCoIgCIK13Xp/KQWr8fX1Zffu3aZJkGLx4sXMnTuXs2fPcu3atWka3fCuc31AceXYglgafBto8mkybRttKdhInHEesPwqPy6f3/zsN7zx1BucX3WehdcWcv/e+0EGtU7NXV/exdLLS0EGr1YvPNs8KQ0rNT1/OctxwWVib/I2NTgTaCqDQJYsBxtuCYGjoyNqtXpagkA1NTUEBARY5VgeHh6jZqsoV9BvtWUU1uDi4sKcOXO4fv06ra2tFBYWWvzcw4cPA8ZskPE8D4zFqPV6PY899hiBgYF89tln1NbWWvz8K1euoNVqWbVq1YDtcXFx/PjHP2b79u3cdddduLq68vnnn08qs7O0tJTW1lYSExMBCA0NRafTTTh76nYyFYWhLekOZkkm0FRn97a2tgLG889kWdLlrL+/Hzs7u0l3IptuHoDzdA9CEARBuK2JIJAwhJLy7+rqarpSbUsGDFRQwVWu0k//qPuaF4TW9GoIKw0bkAXkgw9rWDOhcfyYHxNNtOl+t0s35SHlHN5+mMPbDxOXH8eKSyvYfGIzy9OWc/fBu1mQtYCwkjAASsJLTM/dzOYJjeF2NlwQSKVSTbrw8WjGsxxsuACIUlR1rNbE1qbVaqmvrycwMNAqx3N3d6etrW3Ex5VaGrfaMgpriY6OpqysjBdffJEPPviA6urqMZ/T3t5OVVUV69atw8XFhYyMjHG9Zn5+Po6OjoSFhfHggw8CWFxnx2AwkJqaSmhoKPPmzRtxPxcXF9atW0djY6NF72kkZ8+exdnZ2dSdIzg4GGBG146bKlNRGNoay8EMBoNpn6nS2NgIgI+Pz6SP5enpCRiXX45Ep9PNykC2IAiCIIyXCAIJw1KpVCQkJFBSUmKaINrCec6zhCWEEMJiFuOHH//CvyAz/BVL86VgUYVRqA1q8mJvBqru4i7sLGt6N4QzzpzjHN9iaGe0CysvUBBdwJ1f3cna82u5lnSNmjk1bDy1keiiaDpdOmnwvVkPSASBhhouCOTq6mrTq7aWBoF0Ot2IHZWmo55GTU0NsixbLQjk4eFBT0/PiEWC6+rqAOss27gVJScns2nTJlOmy+XLl8d8ztWrV5FlmUWLFhEXF0dhYaEpo2ossixTWFhIdHQ0arUaDw8PwsPDKSoqsuj5ubm5tLW1sXr12EtOExISUKvVE87qLCkpoaSkhHXr1pmChG5ubnh5eVFaWjqhY95Oent7UavVNg2gWmM5GEx9bbPGxkZcXFysEuh3cHDAzc2NpqamEffR6XSzNpAtCIIgCOMhgkDCiKKjo9HpdJSVldnk+IUUsoMdXOPm5KSNNv4//j8e5dEh+zfTzFnOmu7H5cfR6dJJVWCVadtEloKZ88efQxyiiip+xa9uPiDB/l37afFsocu5i5MbT3Jm/Rl8mn1IyE0gJz7HVA/IEUeL6gHNNsN1B7PlUjCwvDtYX1/fjAoCVVUZf6atGQQCRswGKiwsNNV6mY0cHBxYv349999/PwsXLiQnJ2fMgE5WVhYhISF4e3sTFxdHf3+/xXWFWltb6erqGvB5R0VF0dzcTHNz85jPv3jxIl5eXkRHR4+5r0ajIS4ujqysLIuDVOYyMjLQaDQsWzawOklUVBQlJSUTOubtpK+vz6ZZQGA8j411DlNq5QwXcFGKy0+0gPlENTU14evra7Xj+fj4iCCQIAiCIFiBCAIJIwoJCUGSJMrLy21y/J/wE9oZ/kvpR3yEhMTv+T399PMO7xBOOHpuFLDVq4kqiqIgpgBZZQwqOOLIHdxhlbHNYx7/xr9xmMOmbd0u3fzhR3/gtz/9La1ereTF5XFp2SWuh1/nXPI5037f4ls4YbslTreqwYWhu7q6TIWXbcXSwtA9PT0jXq2eriCQh4eH1YJkfn5+wM2MH3OyLFNcXExYWNgtWVDV2hYsWEBfX9+o3a/q6+tpaGgwZQ6Fh4fj5ORkcXHn4YJ8sbHGIvfDZew0NjaafoYrKyspLy9n+fLlFv97JSUl0dPTw/Xr1y3aX2EwGCgsLCQqKmrI5Do6Opr+/v5Znw3U29tr03pAYFmL+K6uLlQq1bBjUYLAUx0EamxstMpSMMVYQaCRarsJgiAIgjCQ+MYvjMjBwYE5c+bYpO7DPvbxNV+b7m85voWfvPQTPFs9B+z3E36CAw58l+8OCBiFloai6dMMWAq2la24Yt3Mkju4g//D/zHd16v16O2MX8ZlSebgXQd554l3aPe4Oba/5q+tOobbxeDlYFMZBLLkKvpYQaCpLKpaVVVFUFCQ1Y7n5+eHWq0etpBvZWUl7e3txMfHW+31bmXh4eG4uLiQlZU14j5Xr141LZkFY6ZGXFwc+fn5FmXGlJWV4eDggL+/v2mbp6cn0dHRpKenD/h5LS0t5Y9//CPvvPMOWq2WvXv34urqypIlSyx+TxERETg6OpKbm2vxc7RaLR9//DFdXV2m92kuLCwMOzu7cRfEvt1MRSaQJcvBuru7cXZ2HnZ57XRkAnV3d9Pd3W31TKCenp5ha7RptVoaGhpsHpATBEEQhNuBCAIJowoODqaystKqrYBlZP6Zfzbd92zxZN25dXi3ePPgngex042dzh2XH0e/XT/XI25e2Z7sUrCR/NuN/zSM/UX/x/yYDWywyThudeZBIFmWb6kgkE6nG7GejrV1dnbS1tY2asHf8VKr1fj7+w/bfSozMxM7OztTJspsp1KpSExMpKCgYNhCuv39/Vy9epW4uLgBP78JCQlotVqLloQpmVfKckVFUlISnZ2dpsC7LMucPHkSgPLycv7jP/6D1tZW7rvvvnFNdu3s7IiJiSE/P9/iVvbp6ekUFBSwceNG4uLihjxub29PWFiYxUvgblc9PT0zKgg0HDs7O1xcXKY0CKRk7Fg7CAQ3C04r2tra+M1vfkNzc7OpaLkgCIIgCCMTQSBhVCEhIeh0unG1LgYopZT3eZ8P+ZBSSgc8lk/+gDbvd395N72OvRzacYjA6kB+8d+/4Kk3n8Kr2WvA80JLQwkvCUeSJeLy4iiMLkRnf/Oq+052jv8NWkBC4lf8ikYa+Yqv+PrGf5vYhCPGiVgYYfz2xn/C8MyDQH19fRgMhhkRBDIYDGMGgWD01sTWVFlZCWDVTCAwZgMNnjyBsVW5kikiGC1YsAC9Xj9s5kxmZiY9PT2sWLFiwHZLl4S1trbS0tJCRETEkMeUQtHK6xYXF1NeXs6dd97Jpk2bsLOzY/78+YSHh4/7PcXHx9PT02NxjbeCggJ8fX3ZsGHDiMXbQ0JCaGpqmvLueTNJd3e3zc9jlrSIHyuo7u7uPqVBIGt2BlPMnTsXuLmcUlFcXIxWq+Xuu+9my5YtVns9QRAEQbhdiQp6wqiUq2rl5eUD6lc008wZztBIIwtZyDKWISHRRRcv8ALv8M6A4zzHc7zES2jQsJ/9pu1O3U5EXI/g9PrTXFx5kW6XbiKLI4nLi+PRDx/ltWdfo8+xj3lV83jq7acAaHdrx73Dndy4mxO0NaxhLnNt+EmACy7sYIfp/na2o0dPN9244WbT174dmBeGVgIqUzF5gtGDQB0dHRgMBlPdjMHMg0De3t7WH+QgVVVVqFQq04THWry9vcnIyBhSN6O/v3/EDILZat68eXh5eZGZmcnixYtN2zs6Ojh16hQBAQGEhIQMeI6yJCw7OxutVjtioXFlAjv4+QCOjo5ERkaSm5vLHXfcwcmTJ/H09GTJkiWo1WpWr1494cK3kZGR2NnZkZOTM2YQqbe3l7KyMlauXDnqftHR0Zw4cYKMjAxWrlxp005/M1V3d7dVul+NxpJMoJaWllELhbu7u1tUdNxaGhsbUavVptbu1uDm5oaHh8eQIFBLSwuSJLF48eJZ+TMoCIIgCOMlMoGEUbm7u+Pp6TmgLtDnfE4UUdzLvTzHc6xgBRvYQB11/IyfDQkAAbzKq/yEnwDwPu+btscWxCIhURhtrCuRlZjF57s+5+OHPsa72Zv7996Pf50/j73/GD2aHs6sO4OmV0OTdxO5CTeDQPdzv60+glGpUYsAkIXMM4GUVsUzoTB0a2srAF5eXsM+PtWZQFVVVQQEBFi9wKkSwGppaRmwXa/Xi4LQg0iSxIIFCygpKaGjowOA/Px8/vCHP9DR0cGaNWuGnWwuXrwYrVZLZmbmiMeurq42Lc8bTmJiIu3t7Rw+fJjq6mrWr19vCmba29tPeJLr4OBAdHQ0eXl5Y9a3unbtGgaDgQULFoy635w5cwgODubw4cO88sorA5bPVVVVce7cOdPndzvS6/X09fXZPIg6VhCoo6ODrq4u5syZM+I+vr6+NDU1TVk3t6amJry9va1+bgkKCjJlSyp0Ot2kfjcEQRAEYbYRmUDCmIKDgykpKUGWZT6XPuc+7kNm4CTiLGeZw8AvoE49TsiSTK/GODF4lVdJJnnAUrAFmQto9moe0OYdoDS8lK++9RU7D+4kpjCGDtcO3nryLZp8mji/6jw6Ox06O+OXWQ0avsN3bPHWBSsy7w6mLEtwd3e36WtashxMCQKNdMVa6dA1FZNZg8FAVVUVSUlJVj+2EgRqbm4eEIAwGAxDatMIxiVhZ86cITMzk5CQED7++GMCAgK45557RszSCgoKIiAggMuXL7NkyZJhJ6W1tbX4+/uP+JnHxcXh7OzMxYsX8fb2ZuHChVZ7T3FxceTm5lJZWTli7RRZlklLS2PevHkWZaPt2rWLgwcPUlJSwoEDB3jwwQepr6/nzTffRK/Xc+bMGRISEoiNjSUuLu62mqgry+CmIqNxtHOYslx7tCDQvHnzMBgM1NbWWn2p6XAaGxtHDHRORlBQENnZ2XR0dJgKXvf394vW8IIgCIIwDuLyrzCm4OBgY7HS1gq+x/dMASCVXoVH2/BLaJy7nfnr3/01f/XiX+HaebNj13f5rum2a4cr4SXhZCZmwjDzgsvLLnNyw0kqAyt597F3afIxFprsce6h36HftN8f+AMBBFjjrQo2ZJ4JNJOCQMoSiZGWg7m6umJnZzclSykaGxvRarU2maSZB4HMGQwGkQk0DF9fX4KCgjh16hTvvPMObm5uPPHEE6MGRiRJYvny5dTW1pKenk5DQwP79+/nm2++oaOjA71eT2Vl5YCltYPZ29uzZcsWVCoVW7duteq/TUxMDCqVipycnBH3aWhooKGhYcAyuNH4+PjwxBNPsG3bNnJzczly5Ahvv/02jo6OPP3008yfP5/c3Fw++eQT0tPTrfVWZgQlCGTrTCBJkkbNZlSCQAEBI/8dDA0NBZiSQt56vZ7m5marFoVWKOdG82wgJRNIEARBEATLiEsnwpiU2hV/Kf8LDV4NgDEA9O2Pvk1kcSTvfec9rkdeH/CcTSc24ag1Fppdm7KWw9sPDzluYlYiKllFZtLNpRN3czdXuUoFxuVnpzee5vTG08OOywkn/ol/4hmemfybFGzOPAjU0dGBg4ODzYsRK9kWo02g6urq8PX1HfFKsiRJ+Pj4mLrd2JKy7NIWQSAnJyecnZ2HvA+9Xi8ygUawfv16PvnkE/z8/HjkkUcsqv2yaNEisrKy+PLLLwdsP3HihKmDWExMzKjHWLJkCUlJSVbPbtBoNERGRpKXl8cdd9wxbFZOSUkJAFFRUeM69urVqykqKuLChQs4ODjw7LPP4ufnR3BwMDt37uSVV14hJSWFxYsX3zZBx6kKAlmSCeTl5TVqlzIXFxeCg4PJy8tjwwbbdrBsaWlBlmWrFoVWzJkzB7VaTWVlJfHx8QBD6pwJgiAIgjA6EQQSRmXAwAW/C/Q79pNRkQE3ViYkZSYRXWQsQrnrwC7++MIf0ToaW2gHlwezNH0pF1ZewKHPgZWpK8lMzKQ6sHrAsZMyk6ieW02j782ORT/jZ3jiyUY20kbbkPGsYQ3P8RwaNGxlK75Y/0qjYBuDg0BKKr8tWZIJVFdXN2pmBhizHcbbIW8iKisrcXZ2tlkBan9/f+rq6gZsE5lAI4uOjuaXv/wlKpXK4mVMarWaxx9/nFOnTtHd3c26devo7Ozk6NGjZGZmMmfOHIsCLLZa3hIXF0dhYSG1tbXDZjWVlJTg6ek57oK+kiSxc+dOsrKyiI2Nxc/Pz/SYWq1m06ZNfPzxx+Tk5JCYmDjZtzEjTFUQaKyaQDU1NaMuBVMsWLCAQ4cOUVlZadMlYco5xvxnwFrs7OyYO3fukEwgsRxMEARBECwnvvkLw+qll1d4hXji2a3aTVlQGcEVN2pIyLA0bSnNXs289vRruLe7s+WEsS2ryqDini/uodWzlVMbTnFk+xE63Dq477P7sNfevFLn0+jDvJp5ZCzIMG0LIoj1rGcRi0ghhc1sNj0WQgj/yX9ylrM8yZM8wiMiAHSLMe8O1t7ebvOlYOavOdIEqre3l9bW1lGXUYBxMtPc3ExNTY3Vx2hOmZzZqm5KQEAA9fX1ps9DlmURBBqDWq0e97+HSqVi8+bN7Ny5Ew8PDwIDA3nyySf5+7//e5555plprYuj1OVR2tCb6+np4fr160RGRk7o2N7e3qxfv37Y36fY2Fi8vLxuqyVhUxkEGimbUavV0tLSMuY5DGDhwoU4OjqSmppq7SEOUFlZiZ2dnUVjmoigoCCqq6tNn4nIBBIEQRCE8RHf/IVhtdHGT/gJBRQAUB5STkB9AJoeDVHFUQRXBpOyNoXK4EourrjIyosr+dlvf8Y//es/4dfox5FtR+h16qVX08v+3fvxafJhx+Gb7dWXpi3FIBnISrxZJPpRHkV140dyPvM5znE66aSJJkop5W/5W9Pjwq1ncE2gqQgCjdUivr6+Hhi9oCrA8uXLcXV15ejRo9YdoJnu7m4aGxtteoU+ICCA/v5+U4cwpUuUWA42NRwcHKY9Y8HZ2ZnQ0FCysrKGdIrKycmhv7+fJUuWWP11JUkiMTGR0tJSenp6rH786dDR0YEkSdOaCWTpOQyMP3+LFy8mJyfHVJfNFiorK5k7d67NzitBQUHodDpTxpHIBBIEQRCE8REzamFYAQTwBE+Y7peGlQLwy//6JY+9/xitHq1cXXQVgOObj1PnX0e3czfn1pxj7317yYvLMz23JLyElLUpLE1fyvzs+Xg1e7Hi0gqy52fT6dZp2m+4Dl8uuOCNN9JwlaOFW4oSBNLr9VO+HGykq+gNDcYaV2MtW3BxcWH58uWUlJSYuomNZqwW3MO5ft1YVys8PHzcz7WUcmVemTwpn4vIBJpdVq1aRUtLC2fPnjVtMxgMXLhwAX9/f4u6gk1EZGQksixTWlpqk+NPtfb2dlxdXW3++zNSTSCtVsvFixeB0YtCm1uxYgUGg4FLly5ZdYwKvV5PTU3NmEtsJ0PpbJefnw+ITCBBEARBGC+LvrlIkrRDkqR8SZKKJEn65TCPf0eSpIwb//tGkiTr9bQVps3P+JnpdnlwOafXn6YwqpAO1w6ObT2GXm2cQGodtfzpB3/iz8//mWPbjpG5YGi3r5ObTlIRVMG9n93LU289BcCRO46YHl/DGpKwfltsYeZQgkDd3d3IsmxqvW5LYy0Ha2howN7efsTOYOYWLFgAQEZGxqj7nT9/nt/85jcWBYvMFRcX4+TkxLx588b1vPHw9/dHkiRTEEj5XEQQaHaJjY0lISGBCxcu0NZmrL12+fJlGhsb2bBhg82WqwUFBeHg4GAKeN7q2tvbLTp3TJaSCTQ4uHzmzBkyMzOxs7OzeBxeXl7ExsaSlpZGf3//2E8Yp/r6evR6vU2DQO7u7kRFRZGeno5erxeZQIIgCIIwTmN+85ckSQ38EfgWkAB8W5KkhEG7lQAbZFlOAv4VeMXaAxWmXhxx3M3dxjuSMZDz/nfe5zd/85sBy7gsoVfref/R96mdU4t7hztpS9LocOswPf5rfm3NoQszkDKx7Ogw/ru7uLjY/DXHCgI1NTXh4+Nj0aTXy8uLiIgIzp8/T1dX17D79PT0cOTIEbq6ujh37pzF45RlmeLiYiIiImwakLGzs8PHx2dIJpBYDjb7bNmyBUmS+OSTT2hra+PIkSNERUWZOi7ZglqtJjQ0dEqCQJ2dnRPKyBuPtra2Ka1tNvj9NDYamyo8+eST4wrcLVu2jJ6eHptkZFVXGxtA2DKYDcYlup2dneTl5YlMIEEQBEEYJ0tmGyuAIlmWr8uyrAU+AnaZ7yDL8jeyLLfcuHsBsF1RC2FK/YJfjLmP+VItN9y4gzt4iZeopZZ3edf0WK9TL+8+/i7vf/v9AVlAd3AH61lv3YELM44ykensNC4BnIpMoNFaxNfW1nL9+nWLamkoduzYgVar5cyZM8M+rmQJBQYGcvXqVdN7HUtVVRUdHR3jbss9EXPmzDF1OhOZQLOXt7c33/rWt6iuruadd97BYDBw11132bxodUREBM3NzaNmytXW1vLaa6+RkpIyodcoLi7mN7/5DZ999tkER2mZqa5tNvg81traSkxMzLizbkJCQlCpVJSXl1ttjIrq6mo0Gg1eXl5WP7a5qKgovL29OXLkCG1tbSIIJAiCIAjjYMk3/0Cgwux+5Y1tI3kG+GoygxJmjmSSWcGKIdslJHawgzLK6KefPPK4xjXaaOMwh/kxPyaAAB7jMf6b/zY9r8+xj8KYQvR2xi+zjjjyX/zXlL0fYfook0slMDLdmUBKTYx169ZZfDw/Pz+CgoKGtFlXXL16lXnz5nHfffdhMBg4f/78sPt1dnaaruIDXLt2DTs7O5tmYSj8/f1pa2ujt7fX9LmITKDZKTExEUdHR5qbm1m4cOG428JPREREBMCI2UB1dXW88cYbVFVVcezYMVNmyXgoQdrMzEyLA7Hj1d/fj06nm7bzmF6vp7m5eULBFgcHB+bOnUtZWZnVxqioqalh7ty5Ng8mqlQq7r//flN2lC2XnwmCIAjC7caSINBwf8mHzbGWJGkTxiDQ343w+PckSbosSdJlpSCrMLNJSPycn+OMMz/iR2STTSaZtNDCV3xFCCGoURNLLEkkDVvA+ef8nHd5FyecBmz3wIMjHGEhooTUbDDTgkBVVVWEh4fj7e09rmNqNBr6+vqGbO/u7qa2tpb4+Hi8vb1JSEjg8uXL9Pb2Dtivrq6OV155hT/+8Y988cUXFBUVce3aNRISEnB0dBzXWCZCyXyqq6sThaFnObVaza5du1i8eDHbtm2bktf08/PD1dWV4uLiAdvb29u5du0ae/bswdHRkRdeeAFXV1e++uqrcS3r6uzspLy8nMTERMAYCLIFpT28k5PTGHtO3nDnserqavr7+wkJCZnQMUNDQ03HsJbe3l5qa2tt2uHQ3Lx58/jpT3/Kr371KxYtWjQlrykIgiAItwNLvvlXAsFm94OAIZfmJElKAl4Ddsmy3DTcgWRZfkWW5WWyLC8bqxuPMHPcy72UU87v+T0JJJBIIh6MrxjmYzxGFlm8zMv8kB/yKq+SQ45YBjaLmAeBJEmatskTGLvq1NfXT6huhUajGRLYAUxLK5RJWXJyMlqtltTUVNM+paWlvPXWW8iyTFRUFFeuXOH9999Ho9GwYcOGcY9lIsw7hInlYEJ8fDz33HOPzducKyRJIjY2lsLCQlMAoqGhgVdeeYX9+/fT0dHBfffdh5+fH5s2baKyspKioiKLj690jEpOTmbevHljFnKfKKXN/VR8bsOdx5Qg2kS7CYaGhqLX66mqqpr8AG8oLy9HlmWbdjgcTJIkURRaEARBEMbJkr+cl4BoSZLCgSrgEeBR8x0kSQoB9gGPy7JcYPVRCtPKDjt88Jn0cSKI4Af8wAojEm5F5oWhnZ2dbb5cQHlNSZKG1NKora1FluUJLSFwdHQcNghUWlqKWq02BZbmzJlDbGws58+fZ+XKlaSnp3P06FG8vb157LHH8PLyorKykvz8fFatWjUlmVEAbm5uODk5UVdXZ5qsieVgwlRKSEggLS2NwsJC/P39eeeddwD47ne/y7x583BwcABg4cKFHDlyhJycHKKjoy06dmZmJl5eXvj7+5OUlMTXX39NfX09/v7+Vn0PSibQVASBlCCHedZOcXEx8+bNm3AwXWmzXl5eTlhY2KTHCFBSUoJarTYdWxAEQRCEmWnMy7+yLOuAHwGHgVzgE1mWsyVJel6SpOdv7PZPgA/wsiRJVyVJumyzEQuCcEtSgj46nQ43N7cpe121Wj0kE0i5+j2RIJCyHMx8iYosy+Tl5RERETHgqvTGjRvp6+vj9ddf5+jRo8THx/P973/fVMcjKCiILVu2TFkACIz/DgEBAWI5mDBtwsLC8PT0ZM+ePbz++uvIssx3v/tdwsLCTAEgMP7uRkVFUVhYaNGSsLKyMsrKylixYgWSJJGYmIhKpTJl45WVlfHxxx/T3Nw86fegZAJNRUajRqMBMC1D7enpoaqqalKF5J2cnAgICBixLlBFRQVXrlwZcu6srq5m3759nDx5kvLy8gGPl5aWEhISIjJzBEEQBGGGs+ibvyzLh2RZjpFlOVKW5f93Y9ufZVn+843bz8qy7CXL8qIb/1tmy0ELgnDrMQ80TGUQSKVSDRsE8vDwmFCHMkdHR2RZRqvVmrY1NTXR1tZGTEzMgH3nzJlDYmIijY2NBAcHs3v37gGT3OkSEBBAfX29aBEvTAuVSsW3vvUtwBhAffLJJxlpiXhsbCxdXV1UVlaOedxr166h0WhYunQpYKw7tmTJEtLT06mtrWXfvn3k5eVx4sSJSb+HqcwEUgJNSn2jhoYGZFmedO2dkJAQKioqhpwfZVlm//79HDhwgGPHjpm2d3R08O6771JYWMiZM2d48803+eKLL0yP1dbWTulSMEEQBEEQJkZcrhEEYUqYL/+a6iDQ4OVg1dXVE+4mY35VXinkrHQ6Ujofmdu9ezfbtm2bklbSlgoICKC/v9/UoUxkAglTLSYmhscee4yAgIBRg7FRUVFIkkRBQcGYy4zKysoICQkZ0C587dq1XL58mb/85S9IksS8efPIz8+np6dnUlk8U1kYWskcTElJYfHixbS0tAzYPlFBQUFcunSJxsbGAcvlGhsbTdlSqamprFy5End3dw4cOIBer+f5559HrVZz7NgxMjIyWL58ORUVxiaycXFxkxqTIAiCIAi2J775C4IwJcyDQBPJwJmowcvBuru7aWlpmVBRaLgZBDKvC1RZWYmbm9uwkzK1Wj2jAkBws0OY0n5bBIGE6RAZGTnmucDJyYnw8HCuXbs2JJhrrr29nebm5iHdsjw9PUlISACMAaF77rkHnU7HN998M6mxd3Z2otFopiSLztPTk5/85Cc4OTmxb98+WltbTdsnQ8m+UoLBiry8PACeeeYZZFnm/PnzXLlyhaKiIrZu3Yq3tzceHh5s3rwZWZZ59dVX+frrr/Hz8xsxo0sQBEEQhJlDfPMXBGFKmAeBJnsFezwGLwdTAh8TzQRSrvyb19KoqqoiMDBwSopdW4Ofnx8qlYrS0lJALAcTZraVK1fS0dFBTk7OiPucPn0aSZKGLSB933338fTTT7Np0yYCAgKIjY3l6tWrQ5ZBjUd9ff2UBjy8vLzYtGkT1dXVFBYW4urqOunaOz4+xoYPg4NAdXV1eHl5ERQUxIIFC0hNTeXLL78kLCyM5cuXDxjTs88+y8KFCwGRBSQIgiAItwoRBBIEYUqYB0h8fX2n7HUHB4EaGhoAJtwtKCgoCBcXFw4dOkRqaio9PT00NzdPOLNoOtjZ2REfH099fb3pviDMVNHR0fj4+HDhwoVhC0RfuXKF9PR0li9fPuzvtdKxSsl4W7BgAZ2dnZSXl49rHJmZmbz11ltcuXKFuro6AgICJvaGJkhZblpVVWWV13ZwcMDDw4OmpqYB2xsaGkwBruTkZNRqNY6Ojtxzzz1DAt3z5s3j7rvv5r777mPdunWTHpMgCIIgCLYnvvkLgjAlpisIpFar0el0pvuNjY04OTlNuKCrg4MDzz//PO+99x6nT582vZeJZhZNl1WrVpGdnQ1gqm0kCDORJEmsXLmSQ4cOUVdXx5w5c2hubqayspK+vj5OnDhBUFAQW7duteh40dHR2NnZkZOTY3F79MrKSvbt24ckSaYswKkOAnl7e5tuW6utu6+v74BMIIPBQGNjoymjys/Pj5/+9KeoVKoR6x+p1WoWLFhglfEIgiAIgmB7IhNIEIQpYV53RqmrMxXs7e0HBIGampomHYRydXUlPj6enp4eiouLUalUt1wQKCgoiNWrV7No0SLTshBBmKnmz5+PJElcuXKF06dP8/LLL/PZZ59x6NAhAO68884BBaFH4+DgQHR0NNnZ2QO6/I3m+PHjuLq68tOf/tS0fDI0NHRib2aCzAPp1goC+fj40NjYaMqwam5uxmAwDFjq5uLiMiUFsAVBEARBmBoiE0gQhCkxXfVy7O3t6e/vN91vamoiKipq0sdVMolycnIIDAy8JbNp7rjjjukegiBYxNnZmbi4OC5evAgYg0KJiYk4Ozszb968cS9pXL16Nbm5uVy8eJHk5ORR95VlmcrKSpYtW4abmxs/+MEP6Ovrm5YiyJs3b6awsNBqy099fX3RarV0dHTg7u5uWi4rCjwLgiAIwu1LBIEEQZgSShBoKrOAwFjv5vr162RmZhITE0NnZ6dVMl+UIFBbW5upMKogCLZzzz33EBISQkBAAOHh4ZM6VnBwMNHR0aSkpLBs2bJRz0t9fX3odDrc3NwApjVzbt26dVatvaMEexoaGnB3d6e2thZJkqZ0ya4gCIIgCFNLLAcTBGFKODo6smPHDr7//e9P6esqrdz37dtHRkYGYJ1JnPnyCBEEEgTb02g0rFq1atIBIMXmzZvp7e0lJSVl1P06OjoATEGg24lSSFspEl9ZWUlAQAAODg7TOSxBEARBEGxIBIEEQZgyK1euxNPTc0pf03wZ2rlz5wDrFKY2LyxtXrBVEIRbw5w5c0hMTCQ1NXXAktHBOjs7AWMtsNuNs7Mzrq6u1NfXYzAYqKysJCgoaLqHJQiCIAiCDYkgkCAIt7WHHnqIxx57jHnz5tHe3o4kSXh5eU36uL6+viQlJfH8889bYZSCIEyHRYsW0d/fT3Fx8Yj7tLa2AuDh4TFFo5paAQEB1NXVUV9fj1arJTg4eLqHJAiCIAiCDYkgkCAItzVPT08iIyNN7Zw9PT3HXUR2OHZ2dtx7771T3iZaEATrCQsLQ6PRkJeXN+I+NTU12NnZTXkW41Tx9/enoaGBsrIyABEEEgRBEITbnAgCCYIwK5gHgQRBEADUajWxsbHk5+eb2qQPVlxcTHh4OCrV7fmVyd/fH51OR3Z2Ns7OzuIcKQiCIAi3udvzG40gCMIgiYmJxMTEsGbNmukeiiAIM0hERAS9vb3U1tYOeaylpYXm5maioqKmYWRTQwmQV1RU4O/vP6COmiAIgiAItx/RIl4QhFnBxcWFb3/729M9DEEQZpiwsDAASkv///buOsyqav0D+HeREiIgSHd3I4giEoIKAiZ2N4pxvfbVazc2IuoVFEFFlEYlBEW6ESSVllBaambW74/v7N8MMHFix4nv53l4NnNqr4Gzz9n7Xe963z9Qrly5Y+7bvHkzgMReIlW6dGkYY2CtVWt4ERGRJKBMIBEREUlaxYoVQ8mSJbFu3boT7tu8eTPy5s37/63UE1G+fPlw8sknA0BC/54iIiJCCgKJiIhIUqtTpw7WrVuHgwcPHnP7pk2bUL58eeTNmzegkfmjffv2qFq1KurVqxf0UERERMRjCgKJiIhIUmvQoAHS0tKwcuXK/7/t6NGj2LJlS0IvBXO0aNEC1113HYoWLRr0UERERMRjCgKJiIhIUitfvjyKFy+OpUuX/v9tW7ZsQVpaGipXrhzgyERERETcpSCQiIiIJDVjDBo3box169bhwIEDAIANGzYASOyi0CIiIpJ8FAQSERGRpFe7dm0AwO+//w6AQaBSpUqhcOHCQQ5LRERExFUhBYGMMd2MMSuNMWuMMQ9ncb8xxryVfv8SY0xz94cqIiIi4o1y5cqhSJEimDx5MlavXo0//vgDNWrUCHpYIiIiIq7KNQhkjMkL4F0A5wGoD+AKY0z94x52HoBa6X9uBTDA5XGKiIiIeCZPnjzo06cPAODzzz9HSkoKGjZsGPCoRERERNwVSiZQawBrrLXrrLVHAAwH0PO4x/QEMMTSLADFjTHlXB6riIiIiGcqVqyI22+/HXXq1EG7du1QsWLFoIckIiIi4qp8ITymAoCNmX7eBOD0EB5TAcDWqEYnIiIi4qOCBQv+f0aQiIiISKIJJRPIZHGbjeAxMMbcaoyZZ4yZt2PHjlDGJyIiIiIiIiIiLgglCLQJQOb+qBUBbIngMbDWfmCtbWmtbVm6dOlwxyoiIiIiIiIiIhEKJQg0F0AtY0w1Y0wBAH0AjD7uMaMBXJveJawNgD3WWi0FExERERERERGJEbnWBLLWphhj+gL4DkBeAB9ba381xtyefv/7AMYDOB/AGgD/ALjBuyGLiIiIiIiIiEi4QikMDWvteDDQk/m29zP93QK4y92hiYiIiIiIiIiIWwzjNwHs2JgdANYHsnP3lQKwM+hBiMQ4HSciudNxIpI7HSciudNxIpK7RD5OqlhrsyzEHFgQKJEYY+ZZa1sGPQ6RWKbjRCR3Ok5EcqfjRCR3Ok5Ecpesx0kohaFFRERERERERCTOKQgkIiIiIiIiIpIEFARyxwdBD0AkDug4EcmdjhOR3Ok4EcmdjhOR3CXlcaKaQCIiIiIiIiIiSUCZQCIiIiIiIiIiSUBBoCgYY7oZY1YaY9YYYx4OejwifjLGVDLGTDXGrDDG/GqM6Zd+e0ljzA/GmNXp2xKZnvNI+vGy0hjTNdPtLYwxS9Pve8sYY4L4nUS8YozJa4xZaIwZm/6zjhORTIwxxY0xI4wxv6V/r7TVcSJyLGPMfennXMuMMcOMMSfpOJFkZ4z52Biz3RizLNNtrh0XxpiCxpgv0m+fbYyp6usv6AEFgSJkjMkL4F0A5wGoD+AKY0z9YEcl4qsUAA9Ya+sBaAPgrvRj4GEAk621tQBMTv8Z6ff1AdAAQDcA76UfRwAwAMCtAGql/+nm5y8i4oN+AFZk+lnHicix3gQw0VpbF0AT8HjRcSKSzhhTAcA9AFpaaxsCyAseBzpOJNl9ghPfw24eFzcB2GWtrQmgP4CXPPtNfKIgUORaA1hjrV1nrT0CYDiAngGPScQ31tqt1toF6X/fB56wVwCPg8HpDxsMoFf633sCGG6tPWyt/R3AGgCtjTHlABSz1s60LFI2JNNzROKeMaYigAsAfJjpZh0nIumMMcUAtAfwEQBYa49Ya3dDx4nI8fIBKGSMyQegMIAt0HEiSc5aOx3A38fd7OZxkfm1RgDoFO/ZcwoCRa4CgI2Zft6UfptI0klPi2wGYDaAMtbarQADRQBOS39YdsdMhfS/H3+7SKJ4A8C/AaRluk3HiUiG6gB2APhf+rLJD40xRaDjROT/WWs3A3gVwAYAWwHssdZ+Dx0nIllx87j4/+dYa1MA7AFwqmcj94GCQJHLKvqnVmuSdIwxRQF8DeBea+3enB6axW02h9tF4p4xpjuA7dba+aE+JYvbdJxIossHoDmAAdbaZgAOID11Pxs6TiTppNc06QmgGoDyAIoYY67O6SlZ3KbjRJJdJMdFwh0zCgJFbhOASpl+rgimZIokDWNMfjAANNRaOzL95m3pKZVI325Pvz27Y2ZT+t+Pv10kEbQDcKEx5g9w2XBHY8xn0HEiktkmAJustbPTfx4BBoV0nIhk6Azgd2vtDmvtUQAjAZwBHSciWXHzuPj/56QvxTwFJy4/iysKAkVuLoBaxphqxpgCYIGp0QGPScQ36WthPwKwwlr7eqa7RgO4Lv3v1wEYlen2PukV9quBBdfmpKdo7jPGtEl/zWszPUckrllrH7HWVrTWVgW/J6ZYa6+GjhOR/2et/RPARmNMnfSbOgFYDh0nIpltANDGGFM4/f3dCazHqONE5ERuHheZX+sS8FwurjOB8gU9gHhlrU0xxvQF8B1Ynf9ja+2vAQ9LxE/tAFwDYKkxZlH6bY8CeBHAl8aYm8ATlksBwFr7qzHmS/DEPgXAXdba1PTn3QFW9i8EYEL6H5FEpuNE5Fh3AxiaPrG2DsAN4GSljhMRANba2caYEQAWgO/7hQA+AFAUOk4kiRljhgHoAKCUMWYTgCfh7nnWRwA+NcasATOA+vjwa3nKxHkQS0REREREREREQqDlYCIiIiIiIiIiSUBBIBERERERERGRJKAgkIiIiIiIiIhIElAQSEREREREREQkCSgIJCIiIiIiIiKSBBQEEhERERERERFJAgoCiYiIiIiIiIgkAQWBRERERERERESSgIJAIiIiIiIiIiJJQEEgEREREREREZEkoCCQiIiIiIiIiEgSUBBIRERERERERCQJKAgkIiIiIiIiIpIEFAQSEREREREREUkC+YLacalSpWzVqlWD2r24ZM+ePQCAU045JeCRiIiIiEiQdF4oIhIb5s+fv9NaWzqr+wILAlWtWhXz5s0LavfikjFjxgAAevToEfBIRERERCRIOi8UEYkNxpj12d2n5WAiIiIiIiIiIklAQSARERERERERkSSgIJCIiIiIiIiISBJQEEhERERERESSxqhRwB9/BD0KkWAoCCQiIiIiEqXRo4EqVYBdu4IeiYjk5J9/gF69gGrVgPffB1JSgh6RiL8UBBIRERERidK0acCGDcCIEUGPRERysmpVxt/vuAN4883gxiISBAWBRERERESitGYNt599Fuw4RCRnK1dyu3gx0KwZMGRIsOMR8ZuCQCIiIiIiUVqzBjAGmD6dGUEiEptWruSxWqsWcNNNwJIlDAiJJAsFgUREREREopCWBqxdC/TuzZ+1JEwkdv32G+t3FSoEXH45kC8f8OmnQY9KxD8KAomIiIiIRGHrVuDwYaBLFy4vURBIJHatXAnUqcO/lyoFdO/OINCRI8GOS8QvCgKJiIiIiERh0yZuK1UCLrkEmDkT2Lgx2DGJyImsZWFoJwgEALfdBmzfDnz7bWDDEvGVgkAiIiIiIlFwgkAVKzIIBAAjRwY3HhHJ2pYtwP79xwaBzj0XqFqV7eJFkkFYQSBjzEnGmDnGmMXGmF+NMf9Nv72kMeYHY8zq9G0Jb4YrIiIiIhJbMgeBatcGGjcGvvoq2DGJyImczmCZg0B58jAbaOpU1gsSSXThZgIdBtDRWtsEQFMA3YwxbQA8DGCytbYWgMnpP4tILnbtAn78EejbF7jlFuDqq4Fnnw16VCIiIhKOTZuAk04CSpbkz5dcAsyYAWzeHOy4RORYTpCnbt1jb7/xRiB/fuDdd/0fk4jfwgoCWdqf/mP+9D8WQE8Ag9NvHwygl1sDFElUn33Gk8VzzgE+/BAYNw4YPx544gkVphMREYknmzYBFSqw7TSQsSRszJjgxiQiJ1q5EihaFChf/tjbTzuNk7GDBnHJmEgiC7smkDEmrzFmEYDtAH6w1s4GUMZauxUA0renZfPcW40x84wx83bs2BHFsEXi2+bNzP6pUIGZP9u38wvnlVd4v758RERE4semTVwK5qhblxeVs2cHNyYROdHKlVyy6QRsM3v8cSA1FXj6af/HJeKnsINA1tpUa21TABUBtDbGNAzjuR9Ya1taa1uWLl063F2LJARrue74yBEuBXvsMaBYMd7nnEA6tQVEREQk9h0fBDIGaNkSmDcvuDGJyIkyt4c/XvXqnKQdOBAYPdrfcYn4KeLuYNba3QB+BNANwDZjTDkASN9ud2NwIono00+59OuFF4CaNY+9r0IFbhUEEokP1gItWqiWl0gyS0tjBm/mIBDAINDy5cCBA8GMS0SOdfAgsH599kEgAHj+eaB5c+DSS4EhQ/wbm4ifwu0OVtoYUzz974UAdAbwG4DRAK5Lf9h1AEa5OEaRhLF1K9CvH9CuHXD33Sfe7wSBtm71d1wiEpmlS4EFC1jLy9qgRyMiQdi5k9m9WQWB0tKAxYuDGZeIHGvVKn5X16uX/WMKFQImTQLOOAO47rqM7H2RRBJuJlA5AFONMUsAzAVrAo0F8CKALsaY1QC6pP8sIsf517+AQ4eAjz9mO8rjFS/O7iLqJiISH775JuPvv/4a3DhEJDiZ28Nn1qIFt3Pn+jseEcnaihXc5hQEAoASJYAffgAefhj44AOga1dl9EliyRfOg621SwA0y+L2vwB0cmtQIolqxgzgootYkC4rxjAbSIWhReLDiBFArVrAmjUMCDUMuUqeiCQKJwjkZPM6ypcHypQBFi3yfUgikoXlyzkJm915eGb58rF0Q4MGzAjq0wcYNSrrSVyReKO3sYhPUlOZ4VOlSs6PK19emUAi8WDlSmDZMhaRbNMG+PbboEckIkHILhMIABo14rJREQneihUs/lywYOjPufpq4I03gLFjmRUkkggUBBLxybZtQEoKUKlSzo9TJpBIfBg3jtvevflnwQIWnBSR5LJpE7MGTjvtxPsaNeJS0dRU/8clIsdasQKoXz/85/XtC3TqxOVhu3e7PiwR3ykIJOKTjRu5zS0I5GQCqcisSGybP58z/5UqAb168bZRaosgknQ2beJ3d968J97XqBFrAa5d6/+4RCRDSgoLQ+dWDygrxgCvvALs2QO89Zb7YxPxm4JAIj5xgkBZpYtnVqECW1ju2eP9mEQkcosWAc3Sq+TVqsW6AZkLRYtEQ98B8WPz5uy/2xs14lZLwkSCtXYtcPRoZEEggN/33bsDb78NHD7s7thE/KYgkIhPwskEAlQXSCSWHTwI/PZbRhAIYDbQ9OnAX38FNixJEAMGsFukOs7Fh02bsg8C1arF7e+/+zceETlRqJ3BcnLPPcDOncDXX7szJpGgKAgk4pONG4FChYCSJXN+nNNdRHWBRGLXsmVAWhrQtGnGbb1787bRowMbliSArVuBO+/k33WhEfuszTkIVKwYUKSIJnZEguYEgerWjfw1OnUCatYE3nvPnTGJBEVBIBGfrF0L1KjBdcU5USaQSOxzWj5nDgI1b85Z/7ffVk0vQLXNImEtA0AFCzITaMyYoEckudm9G/jnnxPbwzuM4fe6JnZEgrVkCVC5MgOzkcqTB7jjDmDGDE4GicQrBYFEfLJmDWcPcuMEgXTCKBK7Fi7kiWTVqhm3GQM88gjvmzDh2MePH58xC5kMJk9mZsSIEUGPJL58+SXw7bfA008DDz4IzJun74JYl1N7eIe6fooEb84coHXr6F/nqqsYDBo+PPrXEgmKgkAiPrCWraMzXzBmp1AhoESJE08YN2/mhWRamidDFJEwzJwJtGp1Ymbf1Vcz4+/++zMKR65fD1xwAXDuuf6PMyhvv83t1KnBjiOe/Pkn2xC3asX3z4UX8vaxY4Mdl+QslCCQ0/VTRIKxYwewbp07QaAyZYCOHYEvvlC2q8QvBYFEfLBnD3DgQO5FoR0VKmScWAJAaipw1lm8kHzlFW/GKCKh2bMHWLyYx+Tx8ucH3nkHWLkSePhhBm0feoj3/f23v+MMyv79wHff8e/qiBSatDTgmmv4b/fJJ0C+fOw2V62aakzFulCCQOXKsdaTLhhFgjF3LrduBIEA4PLLmeG/YIE7ryfiNwWBRHwQykliZlWrHttJZMqUjJ9feYWdiUQkGL/8wou5rIJAANCtG3D33cAbbwBly3K2EABSUhjQTXTjxwOHDrFz2vz5bMkrOXvpJWDSJGZQ1a/P24wBevTg0roDB4Idn2Rv82b+X5Url/1jypXjMbFnj3/jEpEMc+ZwCVeLFu683kUXMVj/5ZfuvJ6I3xQEEvFBuEGgmjVZSNqZNfzuOxYKHT2a7aedWfZ4s2ULZ09UGyH27NoV9Ajix48/8uTv9NOzf8wbbwCDBgEdOrCLyPvvA0eOJMeSkBEjmC7/wAMMWKt4Zs5++w148kl+Nt5007H3XXghgweTJgUzNsndpk0M9ubPn/1jnFp/W7f6MyYROdacOQywFy3qzuuVLMklYSNHKsNP4pOCQCI+iCQIdOAAsG0bf548GTjjDGYYFC8OjBrlyTA999VXnDXp3z/okUhmixfzhMbJWJGcTZjALKAiRbJ/TJ48wM038/1+xx2sEwQwuJvI0tL4eXX++cCZZ/K26dODHVMss5ZZY4ULA2+9dWKNqfbtgVNOUZewWLZpU/adwRxOlpCCQCL+s9a9otCZXXQRl4RpokPikYJAIj7YtCn3dPHMnAvGNWuAnTvZjrpjR840duzITIR4tGQJt06dEM2exAbn/2XYsGDHEQ/++IPv3/PPD+95yRIEWrWKtY/atQOqVGFA+4cfgh5V7Bo9mlk+zzwDnHbaiffnz8/g/5gxagoQqzZtyn2Cx/nuVxasiP9+/51Z9G4HgXr25Ln9yJHuvq6IHxQEEvFBKOnimdWuze2KFRkBn06duD3rLF6IZi4cHS+cwnzffcd/jyeeCHY8Qjt3cpsshYvDkZoKdOnCbA0A+PBDZvlcdll4r1OpEpd0rljBWcOGDYHVq90fb9B++YXbM87gtksXfoYdORLYkGKWtcB//wvUqsVssexceCGwfTtnsiX2hBIEKlGC2717vR+PiBzL+ezMaQl3JMqW5YSHgkASjxQEEvFBKCeJmVWrxmVfc+eyKPTJJ7NtMJBRjPann1wfpqcOHAB+/RW45RZ2vdm2DXj5ZRWNjQVOQHHDhmDHEYtef52ZGu+8w+Dlu+8C3bsDlSuH9zr58gFNmrBQ8qBBPBbuu8+bMQdp5kxe8Napw5+7dOGxP3t2sOOKRTNmAAsXsotcvnzZP+6884C8ebUkLBbt389iz7l9vzt1SPbv935MInKs2bOBQoV47um2iy5iNvWaNe6/toiXFAQS8UG4QSBjmLY6axbra7Rvn3GR0KQJg0LxFgRasIDLGXr0YCbE6NEMAKngafCcYsXr16t7TWbLljFb7eyzgVKluCznyBF2copEixY8DhYt4s/jxjHDI5H88gvQti2zpQDgnHMYwJgwIdhxxaJZs7i98MKcH1eiBIP/ahUfe5zPzty+3wsV4vf6vn3ej0lEjjVnDtC8eejZ+OHo3Zvbb75x/7VFvKQgkIgPwg0CAUDnzqw9smpVxlIwgMGgM84Apk1zd4xeczIB2rTh9txzme2kOjTBy7y0UAUO6c8/GbAsUYIFs6dNAx5/nEGOunUje82OHXkROH16RqbMb7+5N+ag7doFLF+esRQM4DF+zjksCq8aYMdatIjfC6VK5f7Ynj15bCbS+yURhNr0wRhmAykTSMRfR49y8sXtekCOqlU5waMlYRJvFAQS8di+faGlix/v2mt5AVq4MNCnz7H3dejAi60dO1wbpudmzOAyt9Kl+XPBgpxBGTUKOHw42LElu02bmO0CZBSJTma//cZ1/tu3cwlOmTJsLfvMM8zEi1T37jxhzJMHeOEF3rZqlStDjglOZkvmIBDA+klr1mRkQAktXBj6++mKKzgB8MEH3o5JwuMEgXLrDgYoCCQShGXLgEOHvAsCAVwSNmtWRmagSDxQEEjEY6Gmix+vTBkGen777cSuYs4Fe7y0Xt63D5g4EbjggmNvv+QSFsqMt6ymRJKWxvdo27ZsRZ3MQaBt24D//Ado1ozvy8mTgZYt3Xv9k07ihf/KlVwCVLAg/54ofvmFS7+c+mWO3r15+xdfBDOuWPTPP/xsb9YstMeXKcN/x8GDgYMHvR2bhC6cINDJJysIJOI3pyi010EgQEvCJL4oCCTisXBOEo9Xtiy7Ch2vZUtmCMVLq/hvv+VMzPEZTe3b8+IwXoJZiWj7diAlhUHKxo2TMwj011/Av/7FlubPPMNg5ZIlGUsX3VS8ONum583LrlCJFgRq0iSjCK7Dqaf0ySfK+nMsXcoAbKhBIAC48UZ28Js61btxSXg2bwZOPZU1f3KjTCAR/82Zw++gatW820fdukC9eloSJvFFQSARj61fz2243YRykj8/l6vEQwaNtcBbb7Htfdu2x95XtCjXUisIFJw//uC2alUGgZyL02Tw5ZfAAw8ANWoA/fszSPnbb8CIESdm33mhTp3EqfGSksK6X8cvBXPcfTczrb780t9xRevQIW/+j5ylceEEgdq3BwoUYMdIiQ0bNoSe5asgkIj/5sxhFpAx3u7noot4Tr51q7f7EXGLgkAiIYjmovj33znrn1VGTzQ6dOAF+7Zt7r6u28aNA+bNYzvsPFl84rRvz4vHQ4f8H5vw/QlwlqxJEy7dcwKXiWz/fuDyy9kCvn17YPFiZqo4BZv9ULcusG4dO47Fu6VL2Qo+uyDQueeyrtLTT8fXsf7ss5zhnTHD3ddduJBZYVWrhv6cwoX57zt5srtjkcitXcsgcigUBBLx1759wK+/ersUzHH99Zz0HDjQ+32JuEFBIJEcWMvsgFatONMdiZUrmQXktHh3y/nnczt+vLuv66YXXgAuvpgXfzfckPVjzjiDF8HJuAwpFjhBoCpVmAkEAPPnBzcevyxdyu2IEWy93bCh/2OoUwdITeWFZLz75RduswsCGQO8+SYLRN9zT/x0Chs7ltsbbmAdH7c4LYvDnZ3u0IEBS7UaD15qKoO44QSB9P8m4p/58/ld40cQqGZNnpcPGKBlzxIfwgoCGWMqGWOmGmNWGGN+Ncb0S7/9KWPMZmPMovQ/53szXBF/DR/OYqYLFgBDh/K2QYOA554L7flO/YbsLoyi0aQJs4tGj3b/td2QlsYgUJ06XL5QsGDWj3OWQyxc6N/YJMPvvwOnnQYUKcKL0lKlGBhJdIsXc+tm4edwOa3mE6Eu0C+/AOXL57zstXNn4OGH+Rn6yiv+jS1S//zD4vwtWwKrVwOPP+7O6+7dy/ffWWeF/9xWrXhRs2CBO2ORyG3ezAkMZQKJl6ZNU1AhUk5R6OObFXjlvvtYZ/G99/zZn0g0ws0ESgHwgLW2HoA2AO4yxtRPv6+/tbZp+p8Yzk0QCc3evawX0qIFAy4PPwxMmADceisvBnJrz56SwiyiffuAfv3cH58x7DD0/fex2S1m/Xr+7n37srNNdqpUAUqUUBAoKOvWZRRMzJ+f7bxHjQL27Al2XF5btIjd0Nys1RUuZ+lZItQF+uUXBrtzy2x57jm+xx56KPZbxs+cCRw9yiVst98OvPGGO8GXWbMYJD/zzPCf6wQt582LfhwSHee4rV07tMerO5iEa+VKZv917x70SOLTnDlA9eqc3PJDp05A1678zoj1Ug2xZNEiXQMEIawgkLV2q7V2Qfrf9wFYASCCnkcise+pp4A//2Rq56efso7F+Zly3L79NufnP/oo8MMPnBHwahbiwgs5W/3dd968fjSc5TaNGuX8OGOApk31BRAEa/nv7iwDA4CbbuJ7/aOPghuXHxYv5vvO62KROSlWjAWo4z0TaMsWFhgPJeMxTx7WTChcOPZrJ0ybxvG2a8esxlNP5cRAuEvZjn/8998z4Hr66eGP6bTTGLicOzf854q7nIBg06ahPd7JBIqXpZASPGeZ/KRJPJ+U8DhFof3Uvz/Poa68MvIyEsmmWTNmoou/Iq4JZIypCqAZgNnpN/U1xiwxxnxsjCmRzXNuNcbMM8bM25FbGoVIgJYuZUerW25hAKdRI2DZMhaOdWoAfPFF9s//7DMud7jzTl5Ue+WcczjDMWyYd/uIlHPyEkqtlWbN+PjUVG/HJMf6/Xdg1y5muzmaN2eh5LfeStwTmNRUvt9CvXjzUt268Z8JNHMmt6Euey1enEvDvv/esyG5YsoUHg/FinHM//0v8OOPzJQLlZPxc++9vPhPTQW++oqFsk8+ObJxtWyp5WCxYP58ZhmUyPKM90RFi/L/X0t7JFQrVnBbqRLPJffuDXY88WTrVmDjxsiC7dGoV4+Tx1OmcOWAgr45U5204EQUBDLGFAXwNYB7rbV7AQwAUANAUwBbAbyW1fOstR9Ya1taa1uWLl06shGLuGj6dOC661iw9MAB3nbkCHDjjTzpf/75jMdWqMDHVqvGIqGTJzMwdLz//Y+PO/tszgh4KX9+djgaPTr2Tg6WLuW/VSgXOvXqceZkwwbvxyUZnCUlx9fFue8+Luf77DP/x+SHNWuYQRcLQSCnTXw8nyjOmMGaX+G0O+/QgQH1WE2Z376dwa0LLsi47dZb+Vn10ENcJhaK6dO5VO7NN4EPPmDAfsMGdpKJVIMGLCauYEJwrAV+/jm8C8yiRbnVkjAJ1YoVPI/68kvWoHrggaBHFD+cekB+ZwIB/Hx/8kleDzz4YHQdhhOd8/8EJEan1HgSdhDIGJMfDAANtdaOBABr7TZrbaq1Ng3AIAABHHIi4Vm3jmt3v/6as7Q1agAvvshuVvPmsXjpqadm/dzbb+dyhkcfPfbi7a23GEDq3Jmt0QsU8P73uPJKBlC++cb7fYVjyZJjlxnlxKmNEu/LYuLNzz8DhQqduGTvwguBNm14sbt7dyBD85RTiyYWgkB16/LfOJ6TY3/6iRfD4Xze1avH7apV3owpWmPH8sS9Z8+M2/LlA156iWMeNCi01/nsM35XnH02cMcdnEBo2RK46KLIx1avHscWq/92yeDXX7lcvHPn0J/jBIE08y2hWr6cx3ubNgwmfPgha1NK7ubMAfLmDW9ywk1PPsnVAK+9BnTrpgBHdmbMyPj7li3BjSMZhdsdzAD4CMAKa+3rmW4vl+lhvQFkkR8hElsGDGBq9sqV/BBq0AB45BHW13nrLaB37+yfe+qpLPw2ZgxrRaSlAS+/zALQF13EzJwiRfz5Pdq25UzR55/7s79Q7N3LC5RQL7KdwpoKAvnrxx9Z7+T4i/c8eYB33wV27gTuuiu+s1SysmgRs+jq18/1oZ5zOoTF65Kw/ftZVyrcTlfOMb96tftjcsO337L2zvGfYd27M6Dz1FO5F08/dIid9i65hN8J99/PLNFvv+UxFinnfbt8eeSvIdFx6rOEEwQ65RRuE73ovrjDOT91Aub//S/PU2++mcu4JWdz5nAislChYPZvDPDOOzyH+uEHBo7lRD/9lPF3rQbwV7inIe0AXAOg43Ht4F82xiw1xiwBcA6A+9weqIjbRo9mJf8KFVjLYvJkfuFu2QLcfXfuz7/3Xnb/euwxLh176CEuzfrii+zboXvBGGYDTZrEmclY4HS/adcutMefdhpPkBUE8s/OnVyyd/bZWd/fvDlPOj//PPSsh3ixeDFPrP3I1MtNvGfBzZzJi5Vwg0AV0ltKbNrk/piideAAT9p79jyxcLgxnNn96y9mhOYUIP3yS17wX3MN6wq9+ipn8itE2U6jdm0GkRQECs748fx/CKe7YPHi3CZidqW4748/uOTTCQIVLAgMHswltPfpKitHaWksnh/EUrDMjMlY+qsAx4mOHuVy6XPP5c/r1wc7nmQTbnewn621xlrbOHM7eGvtNdbaRum3X2it3erVgEXcsGsXM1Xatz/29tq1Q28lmTcvMHQo/1x2Ges9DB3KJQN+u/JKfunlVKzaT7/8wouUNm1Ce7wxvBiO1wvheDR8OLeZO94d79FH+eV8zz2x3847VNby5DBWOlFUrsyZyni9oP/xR34Wtm0b3vMKFgRKl2adi1jz/ffM4unVK+v7W7QAnn2Wx9CddwJ//33iY1JSmB3aqBEnG9xUqBBQpUrsZlElut9+46TLVVeF9zwFgSQcTlHozBmrLVrwe3nwYJYv+OefYMYW61atYgA+6CAQwKLeAItUy7EWLuR72PksVRDIX1EkJIvEL6cgbrSt2/PkYQDmww/ZSSxv3ujHFon69blsIVaWhP34I9CkSXjdbxQE8o+1DFq2aJFzMCRPHtY0OfVULo9MhJmslSuZBXXmmUGPhPLk4bEyf37QI4nM2LH8tyxWLPznVqwYm5lAo0bxgj2n7KaHHmKNjvff5/FRuzYDQtOm8fh67jmm/z/55InZRG6oUYPFocV/b73FIObtt4f3PKeLmIJAEgpnYsDJBHI8/jjLDjzyCFCrFr/P5FhOnZlQs9G9VLo0s44VBDrRtGncdukClCmjIJDfFASSpOS0Lw+qYJwXrrqKa6CDmh0+epRdl3btYsHh884L7/l16jArQJ1TvDdnDpeC3Xpr7o8tXZoXxTt3MiMo3v38M7fhLl/yUuvWDAKlpAQ9kvBs2MDP0u7dI3t+hQqxlwmUksJab927s25UdvLkYabP/PnsIlm3LjBkCLuenXoqawZdfXV0BaBzUr06mxuIv/7+m1kYV13FZczhUCaQhGPFCqBs2Yz3jaNAAdYaGzSI5QtGjQpkeDHt55+Z1e/UngtSnjyc8FAQ6ETjxjFbtlw5ZrcqCOQvBYEkKa1dyy/W7Lp/xaM+fTjjPGxYMPu/8krOStWtyxohPXqE9/waNbj94w/XhybH+fRT4KST+J4JRcuW/P/NXMAvXv30EwNbtWoFPZIMrVszJTreloR99RW34R7rjooVYy8I9PPPvNDPbinY8Zo354z86NFsKz94MDvBvP462wN7kQUE8PNy504W4Rf/DBvGYzWUuoHHK1aM7wcV9ZVQrFiRffMCY4CbbmJTkJEj/R1XPJgxg7U+vfr8DVelSgoCHW/nTn7fOh04FQTyn4JAkpTWrs0IOiSKihVZ5HfoUP+7OW3dypmpEiV4IdS8OVtGh6NqVW4VBPJWSgov3rt3D28JT+XKvDg+eNC7sXktNRWYOJE1WmLl5BDIqFswa1aw48jNjh2seTZuHGuQDRzIdHunuHW4KlTgieChQ+6OMxqjRnGpT9eu4T+3cGHg2mu5LPe++7ytD1e9OrfKBvLX0KGcuQ6182VmefLwM1eZQJIbazPaw2fHGC7TnjRJweDMtm9nRnwsLAVzKAh0oo8/5jmZMxlZpQqzixOtG20sUxBIklIiBoEAZmusWuV/fZGlS7kdORJYtgyYOjX8i2wFgfzx0088SQo1C8jhdDSKtcyNzJz6Reefz25/1nI7YADvnzmTv3uoWR5+qVmT6dCTJwc9kpwtW8aTtptvZnek1avDr4uSWcWK3G7Z4s74omUt27d37gwULRr0aHLmfH+pLpB/1q3jZ0i4BaEzK15cQSDJ3ZYtwL59OQeBAAaBjhzh57HQL79wGyt1/wAGgTZv5vdnsjh0iOcHp53Gej9XXZXRYGTXLmbLduwINGjA26pU4XO2bQtsyElHQSBJOtYyIu8EHRLJJZdwvbjfBaJ//ZXbBg34J5IisWXKcImSgkDe+v57Zig4LTlD5Vywx3IQaNgwZistXMgL+caNub3zTmYADRjAYuU5dUQLgjHMPPnhh9iuC+RcvP75J+tJ1agBXH555K8Xa23iFyzg50+sBQmzokwg/337LbfRvOcVBJJQOJ3BcgsCtW3LcyctCcswYwazOVu0CHokGSpV4nd7sgQ4rGVW7MCBLPrcrRsziJs1Ay68kOdlO3cCr72W8ZwqVbjVkjD/KAgkSWfvXs6clCkT9EjcV6IEL3CHD/d3xmHZMkb7S5eO/DWMYWBOQSBvff8918qH07kNiP1MoNRUri+/7Tbg99+Bt98GDhzgssQyZVio/PPPOTMV7u/uh/PO4+zY7NlBjyR727dn/H3fPuCTT3IunpybWAssDh/OAKlXxZzddMopzHpTJpB/Jk3i0sdoJpBKlFAQSHLn1IfLriaQI29eZgONHx/fS7XdNHUql1gXLBj0SDIkW5v4zz9n2YEXXuAS2sGDeW7/xBPMpty6lfdnXlarIJD/FASSpONcyITb2SNeXHklP2CnTvVvn8uWZaR0RqNqVV7Aizd27GC2Q7hZQEDGBXusZG0cb9EiBng7dGBGWd++zJKYNYuzqk89BTz9NPDMMwEPNBtdu3Lcn30W9Eiy53x27tnDbKBo0+1jKRPIWuDLL3lslCwZ9GhCo6C5fw4fZjvjLl2ie53ixVUYWnK3YgXfK6FMVl58MSc8vvvO82HFvL/+4jlOtMep25IpCLR7N3DvvZyAe/DBjNuLF+c52PbtXO7Yu/exz1MQyH8KAknSSfQgUPfuzHT43//82V9aGpeDNWoU/WvposZbTnv0c84J/7knn8xlfrFwwZ6VH3/k9uyzT7yvRAngySc5CxVLs4OZnXIKcOmlnEHbty/o0WRtxw6Os1gxoEiR6F+vWDG+r2LhPTVrFotSRrPUx2+VKsXGv10ymDuXXcE6dYrudbQcTEKxYgWXgoVSW/Hssxm4HjHC+3HFuilTGNDv3DnokRzLyR5MhuW7L7/MpV4DBjBT7XjZvadPOYXnasnwbxQrFASKU7t3x+6FQqxL9CBQoUJcEjNsGDBnjvf7+/13zkK5FQT6+291uvDK7NlcvtO8eWTPr1gxdi86p01j2/dy5YIeSeTuuYfv/VdeCXokWduxI7oln1mpXDk2Zke/+IL11Jx2tfFAHWf8M3cut23aRPc6CgJJbqzlxFpuS8Ec+fOzjtmYMcxYS2bffcfJhVatgh7JsU45hVldK1cGPRJvbd0KvPEGcMUVrP8Trho1FATyk4JAcapz59gqehZPEj0IBDDjoXx5zmrv3OntvpxOZE2aRP9azmyJ0kG9MXs2/59OOimy51esGDv1WzJLTWXXs6yygOJJy5Y8Zl95JaPjXizxKgi0YYO7rxmu1FTWJzjvPJ6sx4tKlRg0VNDce/Pnc/li2bLRvU7x4pzAO3rUlWFJAtq2jedt4UysXXwxPwdivcOkl1JSWLz9ggtY2y3W1KmT+EGgp5/mZ9vTT0f2/Bo1VOfOTwoCxaHVq3lCsnp14n+geGHHDm5LlQp2HF4qVgz4+muuu23bln+31pt9TZvGdsqZC7xFqlo1brUkzH2pqcC8eVynHakKFWIzE2jhQs6ud+wY9Eii9+abDERcfDHr7sQSr4JAQQd9J07kZ+U11wQ7jnDFep2uRDJvnjsTb87x89df0b+WJCZnAiCcIFCnTjzvS+YlYVOm8Li69NKgR5K1OnWAVauCHoV3Fi8GBg1i59CaNSN7jRo1eD4Qy11SE4mCQHEoc/vvZP7Aj9Tu3UDhwkz9T2Snn86W03nysHV89+7AoUPu7+fHH4F27aLrEuRQYTjvLF8O7N8fXRCoYkWm+8baLPaUKdxGUuso1pQpw8/1zZv5+2zZEvSIMngVBNq5k/VWgvLBB8wM7dEjuDFEIpmKjQZp715evLVsGf1rORnImTvtiWQWSRCoYEG23h41Kvfv54MHg/289cq777JjYrduQY8ka7Vr8zv077+zvn/3bn+7+ropNRW45RbWpoqm+Ub16gwABZ0dnCwUBIoz27cD77zDdMczzmAnmbS0oEcVX/bsia+U/2i0b8+L/zfeYAvRm292NyNo82a+focO7rxe6dIMJsXikqN459SHijYIZG3sZahMnszudNEu1YgVZ57J7JRNm4CzzoqNzDhrGazxIggEBBfIWLwYGD2as5fxNjGgIJA/Fi7k+19BIPHD0qWcDAj3s/aSSxhgcJokZOXDD/m6ZcqwVXei+PZbfo7368e6mLGoYUNuFy8+9vbUVNbxLFGCj4nH899332XdtDffjK67Zo0a3GpJmD8UBIoTEycCV1/NQlv79wPPPw/ceSfw228sBieh2707eYJAAKvz9+sHPPssMHQoP6zdMmoUtxde6M7r5cnDWkZa3uC+2bN5klGrVuSvEYvLT44cYT2gRFgKltlZZwGTJvGkvn17Lv8N0p49nGF2OwjkZP8FNfP3xBOs03L//cHsPxrly7PTioJA3nLq3rmxHMwJAjnL0kWOt3RpZI02zj2XXRuzWyHw5pvM1mjdmkvHHn44unEGbetW4F//YlHsyy7j8Zm5JXmsad2a21mzjr390UeZjXrttfwsv/tu/8cWjR07gMcfZwZWnz7RvZYTBFJxaH8oCBQHhg1jwcpJk4DGjRkQatyYBURr1WJHmXnz+OGhrKDcJVMmUGaPPMLlDvfdB/zyizuvOXQo1znXq+fO6wGx3YEqns2dy44ZobSczY4TBIqlmapp05je3qVL0CNx3+mnA1On8vc76yxg2bLgxuJctHqVCRTEEtCZMzmJ8u9/M0Aab/LnZ/abPi+9NW8es67caCbhHD/KBJKspKayM1gkQaBChbjs/5tvTqypMmECA929egHffw/cdRcwfXr8BpAPHmSDnDff5FLN667j7xVp0ws/lCzJa7bZszNumzWLjSBuuQUYPJjn5998E1/LoZ5/nssL33gjuvNLgHUnCxRQJpBfFASKcX/+Cdx+O2uurF/PD3KnA06+fLwI37WLF3eVKzM7SHKWrEGgPHmAIUM4837ppexAEY0pUxhMuvPO6D/4M4vVDlTx7OBBBhCiXc5QoQK3sXTR+e23rPHVuXPQI/FG06Y8Wc+ThzWCgrp49CoIVL48fze/T3qtBR57jBf299zj777dpDbx3ps/371urCVKMDtXQSDJytq1rN0YSRAI4Lndjh1sle5Ytw648kp2Bv3sM147nH8+75s2LfoxB+Gtt1iKYMwYbgcNim4Zkl/atOF5c2oq/9x+O8+rXn2V9994I7dDhwY3xnCsXw+89x5www2cEI5WnjxsEKMgkD8UBIpxL78MHDgAfPwxC78dr1UrLgkbOhTo3ZuP0wlhzvbsYfp/MipenJ3Cdu1i2makFfjnzuXza9RgnSE3OR2ovOpmloyWLOH/dbRBoJIlOdMWK58xaWlcktitW+zWAXBDvXos8r5nD7NWguBVECh/fgaC/A4Cffkls6yeeIJLKOJVxYqxczwmoj173CsKDfAip3RpBYEka05R6MaNI3t+jx48h3rlFZ5D7duX0S3r668zPusaNeJk6PTp0Y/Zb0ePMuuka9fYLQKdne7d+V3688/M/Fm8mP9XxYrx/mrVWO/166+DHWeonnqKk8BPPunea6pNvH8UBIph27YBAwawbW3t2tk/rnx5Rvn79+eH/osv+jfGeJRsNYGO16QJ8P77LB74yCPhPffwYeA//2FmWpEiwLhxzMJwU8WKzFzZtcvd101m8+ZxG+2FjDE8SYmV9dpz5jBrrGfPoEfivQYNgHvvZTbfmjX+79/JHHRjSczxqlTxdznYggXMYGzZErjjDv/264UKFWKrg1yiWbiQW7cygQCesylwJ1lZsoSBwvr1I3t+gQLAQw8xw+f++xkoWbwY+PRTfnc78uZlA4KffnJn3H4aPZqrJOKtdg7Apj6FC7Me0wMPMOBz+eXHPqZrV35HZddFLFb8+ivPR+6+O6NUgBtq1OA5piaCvacgUAwbNIhpoaFeqFepwgrzAwZw1hjQQZSVZF0Oltm11/Li59VXmVYbin/+4SzGM8+wCN/cue6kfx4vFosPx7t583jx7sYXdf36/PKPBUOGMDMpGYJAAE/q8+fnLKjfNm/mxYkXHdgqV/YvE2j9egaxTzoJGD6cF0PxrFw5tjBPxJbPscAJoLsZBKpdm9lFIsebO5cB/2gyW++6C7jiCn5P/PorP+e6dz/xcWedxZUE8Vak/P33+Z0Rb1lAACdPn3uOtYCKFGFw7vhyCp068dotpy5vseCJJ4CiRd0vMF6jBjPYdu5093XlRAoCxaiUFGDgQBY7zSkL6HgvvMCLtG7dONtUvjwLSgsdOcLAWrIHgQAGf3r1YuewwYNzfqy1bKE8eTLwv/9xXXmpUt6My6k7o7pA7pk3j1kPbtRuql8/o25BkA4f5slt797JczyXLcs2wJ9/zs8yP23ezLbC+fO7/9qVKzMzIjXV/dc+3ttvcznBjBkZnUjiWbly3G7dGuw4EtX8+Xx/urkMsnZt4I8/+Bkm4rCW2a2tWkX3OnnysETE2rXMErzkkqwfd9ZZ3P78c3T789OaNbymueWW+A3g33svJz1WrgSqVz/x/latOEkRy/8v1rLu1LXXAqee6u5rO/8mWhLmPQWBYtS4ccyECLfQ88knc43vv//NQqkFC7Kz2EcfeTPOeLNnD7fJctGYk3z5eBHduTOL0Y0cmf1jBw7kScUzzwDXX+/tuJQJ5K4DB1g40a2aFvXrsxbPypXuvF6kxo7lksHrrgt2HH676ir+3hMm+LvfTZsyArRuq1mTgRmvs4H27WOG7aWXAlWrersvv5Qvz62CQN5wAuhuqlOHF1GrV2fctm0bv4PHjOGSdUk+f/wB/PVX9EEggBM+1avnXO+sZUsGG+JpSdigQQz+OAWU41WlStn/3xQowM6gsRwE+vNPZp/Wrev+azuTMwoCeU9BoBj13nu8GM4qhTM3JUsyI2jIEK4F7tiRxXuffFLLw/bu5VZBICpYkO0oTz+dhZ7Hjj3xMStWZKwtD7eGUCTKleMJjIJA7li0iEEbty5kmjfnNnOb0yAMHswL4ETtCpadLl1YRHL8eH/3u3mzd0EgJ9s180WxFz7+mN8B993n7X78pEwg7+zezcwDN5eCARmfxb/8ws/m++9nttHFFwMXXsi/v/yyzteSzdy53LoRBAqFE2yIlyDQkSPAJ5+w+LUT/E5UZ57JukAHDgQ9kqw5EzZVqrj/2k7tqlipPZnIwgoCGWMqGWOmGmNWGGN+Ncb0S7+9pDHmB2PM6vRtCW+GmxxWrwa+/57Lb/Lli+61TjmFF/bXXw88/TRruUyfHvxSjqA4dRPcLmYcz4oW5QVlkyY8Cf3mm4z7Dh5k5kGRIlwGlseHsHH+/Fz2ouVg7nC7pkWtWlwWFGRr2Q0bmC157bXxmxIeqfz52Sre72W+XgaBatXi1ss6KSkprJHRrh3QurV3+/GbEwRScWj3zZ/PrdsX5bVqMRPgiy9YH6R/fzb3mD2bn6vt27O477ffurtfiW1z5jAwE2l7+EiceSaLn+/f798+IzV2LLvq3XJL0CPx3plncnl00JNt2XGCQJUru//ahQrxXEOZQN4L95IuBcAD1tp6ANoAuMsYUx/AwwAmW2trAZic/rNE6P33Gfxxq/V2/vycAX36aV7sn302Z5IbNWLnMT+7sgRNQaCsFS/O9b1NmgAXXcSi0ePHs7bUokV8/zgXG35w2sRL9ObNy6gP5gZjmH0zYUJwNS0GDuT29tuD2X/QOnfmLJlfM2X793MJWqVK3rx+2bIMRnuZCTRiBJdbPPigd/sIwqmn8jtemUDu86IoNMDP0PvvB6ZMYbfNa67hd2zr1gwAffUVH7dsmbv7ldg2dy7QtCkDQX456ywGG2bO9G+fkXr/fa6Q6No16JF4r21bfk7E6pIwp7uhV+cEahPvj7CCQNbardbaBel/3wdgBYAKAHoCcErLDgbQy8UxJpWDB5lxcdFF7l50G8NK7lu3AqNG8QSkWjX+/ayzYr8VoVsOHuQ2ms4LiapkSWaJ3X038OGHbGW5YAGXFfbo4e9YKlZUEMgtXtS0uOYaBgWCmKk+fJh1Abp39yYVOR506cKtX9lATkv6mjW9eX1jmB3hVSaQtcArr7AWi9+fZV4zhkE0BYHcN28e66qULOn+a/fty9qNDz/Mz7PMRfsLFeL53++/u79fiU0pKcw88ztLsW1bZnjH+pKwefPY9fiuu5Ij+/eUU4DGjWM3CLRhAyduihf35vWrV1cQyA8RL+4wxlQF0AzAbABlrLVbAQaKAJzmyuiS0LBhvLgKtyB0qIoV45rzF18ERo9mt6etW/2p9RILlAmUs5NOYtew9es5S7lhA3D11f6Po2JFLQdzw759LODsdhCoc2deUD/yCNuYOrW2/DBkCFva9u3r3z5jTe3azJabOtWf/TkZOs6yLS/Uru1dJtCoUQxo//vf/ixp9Vv58goCecGLALojXz7gpZdYv7FgwRPvr1ZNQaBksmgR67+ccYa/+y1WDGjWjOd7sezZZxlw8OraKBa1a8cMrZSUoEdyog0buBTMjY6zWalRg99pzjWbeCOi0yFjTFEAXwO411ob8um/MeZWY8w8Y8y8HTt2RLLrhHbkCD/omjdnSrAfWrXikoqPPkqOqKsygUJTvjzrjpQIqLpXxYosyhkP69Rj2cKFzIJwezlD3rzMFvvrL75PTjmFMzfvvuttMdPDh9mh7vTTk68gdGbGAB06MADnR/FYJzjjZUv1WrV40XvkSOSvsXEjv0P792cAFOBn/kMPAfXqsYZUIipXTkEgt+3YweWDXgWBcuNGEGjbNhbQf+01flZL7HJq7J19tv/7vuACFinfts3/fYdi8mQG8h94gEGrZHHmmTwHXrIk6JGcaONG75aCAf41i0h2YZcdNsbkBwNAQ621TlPpbcaYctbarcaYcgC2Z/Vca+0HAD4AgJYtW6rvwXHefJNf+gMGeBddzcqjj7LGxttvs3BmIlMmUHxwCtBu3syME4mMVzUtAJ6gbNzIk9elS5mq3bcvLzb+8x/39wdw2cTGjayf4ednZCw6+2xg6FAuoYr2GLGWx9rBgwzAHh8kX7yYs35Fi0a3n5zUq8dOSStXnlgY1Vrgyy+5/C1vXmYsFizIPwcPMmC8aRPvd2ZN+/cH3nkHGD6c/0bffRd9o4VYVa4cl/KKe7wqCh2qatWYGX70KGs+HW/WLAZ4UlLYuKFoUb6///qLF47LlmV8/gM8HubN49JBic7Ro8Dy5Vyu49b30I8/MhAeRNeriy5izdDRo2Ov6PK2bWwHX7068K9/BT0af515Jrc//ZTRlTVWbNjADDKv1K/P7fLlrFUq3gi3O5gB8BGAFdba1zPdNRrAdel/vw7AKHeGlxwOHWIdoMceA3r1As4919/9lysHXHopx5DomRfKBIoPmYNAErl58zhbU6aMN69frBhrrDz6KGfrrr0WeOopb5Ypbd/O4NI55wCdOrn/+vGmQwduf/wx8tfYuhW4917WVqpUibNvxYvzZNsJmFvLlPQ2baIbb26cE73Fi0+874EHgD59gJEj2b3wk084afLMMwz0jB3LJaz33svsjV9+4Wd8z568kH7+ef+/V/1Urhzr+gVVqD0ROQGUoC6+qldnUNTpwpPZp59y2dCnn7JL4v/+x2Vl//0v8Nln/CwuUIDHx4IFDBj9+SfLAEh0pk9n8KdpU34OuSE1lRf6QWQBAfx9atcGPvjAn8zSUBw5wsB9hw7Azp0sln7SSUGPyl+VKnFyZPjwE+9bu5bByCAcOsTzMS8zgWrV4oTPr796tw8JfzlYOwDXAOhojFmU/ud8AC8C6GKMWQ2gS/rPkoPVq4H77mOq8cknM9LdujW/zIOY4e7bl3U9PvvM/337ybmwURAotjmzlbGanhwv5szxbzlDnjzAe+/x4uWee3hi66b77mOQ+t13lQUEsEhz+fIZywiO9/jjPLnP7qR+yRJeyLz7Lt8jb7/NzIIrr+TykebN2a1m1ixmX3kdeKtTh5k9ixYde/u4ccxiuPNOLtHZto2ZP4cO8SL54EEGs5YvZ/HnKlVY7HTBAl6kzZyZ+DXvnOyBP/8MdhyJZN48vieDWn5SrRq3xy8JW7yYnWPPOYfv+y1bgD17mBGUksKakhs2ADNm8DOgWTMun732WnZX2rLF/98lXm3blvH5uWkT/w3PPjvjPPLZZ92p17JoEf8PgwoCGcOuifPmcZm3w++A0MqVbExyxhk87rp147LeCRNiLxPGL7ffzu/g777jzykpDObWrMmM6CA4TVu8aA/vKFiQv+Py5d7tQ8LvDvaztdZYaxtba5um/xlvrf3LWtvJWlsrfZskvaYiM3cuv5gHDGAtjQcf5Inu9OneVVrPTZs2QIMGiR8EcjKBtBwstjlBIF3URG7HDs4WeZ3BkVmRIsBzz3Epwtdfu/e6H34IfP45M47q1XPvdeOZMUDHjsD33594IZKWxgmFpUt5Anm8ffu4BCBfPl6AjBzJiYBrr+XzJk1ikdLWrXmxWbo0cMUV3v4++fLxOyhzJlBKCjtZ1q8PvP76iUWdcwoGFikCXHedv+//oDidRFUXyD1z5wZXDwjIOgiUlgbccAO7lX3xBScQHcbk3DXp8ccZmFc2UGimTuV5SI0a7MZYqxb/zR95BFixgp0x163LOksjXOPG8f8vyGzF669noP/WW7kkuFEjnif7VUdt40YGfz76iN8FffsCI0bwHMavGqmx6Oabec5z/vlAw4b8rHcmNbL6bveDk53oZRAI4PmAgkDeSsA+GbEtNZXdlk49lW13J09mqvr55wfbtcQYzgDPmJF1+nGi+Ocf/q5ZdeOQ2FG8ONPZlQkUudmzufX7IvjSS3nyPHJk7o8NxY8/si1sly7AE0+485qJolcv1gA5vh7M3LkZM/7Dhp34vHvv5cXl8OE80Tpep07MFHrxRX5fff/9sRecXmndmie2TnHoyZNZz+e//9Vndk4UBHLXli38E2QQqGJFXgyvW5dx26hRLPb/8stAqVLhvV716rzQHzgwYyZfsucsaS5fnpmHt9zCTJXnn2dwpEcPBkqef57BuWiMHctsrdMC7KucLx+DUW+/zc//atX4mT90KJfaes0p5r9wIb/PXn0VuPhife4XLsx/j8ce4//JBRfw3OrMM4MrmrxxI7deLgcDOPmzZo2WOXtJQSCfTZjAk9qXX+aXfCzp04dbN2Y2YtXBg1wKpuUksc0Y1rFRJlDkZs3izLAXRaFzkicPZ+7mzIn+tb7+mgHymjWZCZTTTHcy6taNn2dffXXs7V9+yWKyXbowuzNzrbdvv2Ua+cMPA2edlf1rlyjBrloffshlY344/3yO1QlqTZzIi4Dzz/dn//HKCQJpqY87nKLQQQaB8ublTHvmTKAPP+Ryx0iz8h57jAGLF15wZ4yJbNYs1in7+WcG1d96C6haNeP+PHmYmbpiBYNzkdq4ka/fo0fUQ45awYLMwBk8mEWinbpY77/v7X4PHeI+e/VSI5CslCrFwt1jxnCJc+/ezApavjyYGk7r1vH970cQKDWV18ziDQWBfPb22yx6e9FFQY/kRNWr86Qnmi+0WPfPP6oHFC/KllUQKBqzZ7MmTJEi/u+7SRNevOzdG9nzly4FLr8cuOQSnuxMnRr+zHcyKFKEmVeffprRAjolhbO33bszg2bXrozaAVu2cEa7eXPgySeDG3d2OnVi8c+xY/nzd9+xToaW7+asdGmelCsTyB1z5jAI42X3m1DUrMmltQCXZ06ezAvASLvcVa3K+pMffpgxmy8nSkvje+D003N+3CWX8Lz5pZcivxgfPJhbr5fbRqJyZRbXHzgw4/vFCyNHsrD9bbd5t49EU78+v9uDOEdeu5YBIK+ztDJ3CBNvKAjko5UrmVZ/++1Zt/yMBZ06cVbiwIGgR+KNgwd1QREvypTRcrBIpaYyCBRUPZTGjbl1LmBys2oVA+M33siWzI0bA+PHc/nXzz8HmyYf6x56iMHtp57iz0OGZLTVbduW2T7PPMPASvfufOxnn3G5ZawpXJh1jsaM4bLkFSuArl2DHlXsy5uXQXMFgdzxyy8MZAcRQM+sa1d2x1m7FvjhBy6LiDZj5LHHGLB4/nl3xpiIVq1ioebcgkD58rGT4uzZJy7JDYVTu61jx4waULHm6ac5mfPYY97t4/33WXvpnHO820eicZZxBxEgWbOGAWqv1anDyQ11CPOOgkA+eucdnnjfemvQI8neOeew7eAvvwQ9Em8oEyh+KBMocr/9xvX1QQWBcmr3nZV772XQZ+JEnli/9hrrEDz9dGwGK2JJ/fpAv378frnrLhZSbtOGtQMANiA4epQXj3/8waVisVxcu0cPppv378+fu3ULdjzxolw5BYHckJLCi/q2bYMeCWuiADxmx4xhI5GclnCGonJl4KabWIDXj1ov8cipB9SuXe6Pvf56Zqm+/Xb4+5k+nZ91N94Y/nP90rAhv18GDjy2c5hbli0DfvqJWUBB1kWNN06WTBABkrVrGbTz2kknsSD7kiXe7ytZ6ZDzyd69XMt5+eWxPat9xhmsxzJjRtAj8YYygeJH2bLA9u3utxpPBk7XiKCCQBUrssXrihW5P3bKFNZKe/ZZLleaOZOBjJIlvR9nonjhBeCyy4D33uNy42HDMuqeNWjA5XXDhnGG2wkOxSon0+GNN1j/JJYDVrFEQXN3LFvGTOgzzgh6JHz/n302A7zffAOcd547WeSPPsrPh1CygdLSuFRp4sTo9xsvJkzg0rnatXN/bKFCwDXXsIbOjh3h7eedd9gEo3fvSEbpnxdfZCHihx/OKNrvloEDuazohhvcfd1EV6YMryUXLfJ3v3v2ADt3+pMJBLCmpVObStynIJBPBg9mwcu77w56JDk7+WSgbl1gwYKgR+INZQLFjzJleAK6c2fQI4k/M2eysG+tWsHs3xieQOdW0C8tDfj3vzk73bevP2NLRCedxPbFu3Yx4JO5gCnA9ft9+sRHXaUKFTJmOXv1UhH/UJUrpyCQG5ws6FgIAgFcbrRlC49tt4oHV6rE2mAff3xs4emszJrFZiGxWMfSC4cPc2LivPNC/+y56SZmW372Wej7WbOGtXDuuCP2Jybz52fg8K+/2EHMLfv3c/nypZfGx3dTLDGGNVznzvV3v2vXcutHJhDA8gCbNyvL1SsKAvkgLY0R/9NP5xs61rVokdEdI9EoEyh+lC3LreoChW/6dM7cBXkBHUoQ6Isv+Fnz7LMMZEh0ihdPjJT622/ne/eaa4IeSfxQ5qQ7Zs5kQK1KlaBHQhdcwD+lSrmbxffII6wl9dxzOT9uxAhuk2Xy7OefmQl23nmhP6dBA2bdDhwYerv4V15hcCXWJ4YdXbrwuPjkE/dec+BArpK46y73XjOZtGzJmkB+1nBduZJbvyYYnWtmv4NdySIBThdj3/jxvBjq1y/okYSmeXPOPCXirOKBA8EXe5TQOEGgRHwfemnzZmD1aqBDh2DHUbs2a9AcPpz1/f/8w6LGzZoBV13l69AkxvXty4BGixZBjyR+lC3LAJCXXXwSnbWsT9K2bexkoBnDpWBr1rAmkFsqVGB9yk8+YV2arFibEQT6+28uBUl0EyawDl3HjuE9r2/fjOYvuVm0iPV1br2VgZV4kC8fcPXVvJ7Zvj361ztwAHj5ZaBz5+CWrce7li0ZdPRzSdiSJQxe1qnjz/6aNePEloJA3lAQyGNOF4YKFdhOMh40bcrt0qWBDsMTe/dyyZvEPgWBIjNtGrexEASylhcvWXnpJbYpfuutxMheEfcYo+UB4dLnZfRWr2ax5C5dgh7JsfLndzcA5Hj4YV7cv/hi1vdPncrP6Cuv5M/JUKB14kSgffvwJwsvvZQBnddey/lx1jJgdOqpbHwQT667joXTP/88+td65hkGk/773+hfK1m1bMntnDn+7XPJEpYM8athR+HCvCaNpPue5E6n3h4bOpTpxU8/Hbtt4Y/nFOJ00v4Syb59LFgrsc8poO7GrFMy+fFHXjA4HbqC4qQLZ7UkbNUqzgJecQWXrYlIdJwgkGonRG7CBG67dg12HH4pX571bD75BNiw4cT733uPBfqdYEWo3R7j1ZYt7LZ07rnhP7dAAdZvmjQp57o5n3zCxisvvsi6ffGkQQOWtXjzTeDQochfZ9YsBsuuvz52am/Fo3LlWJtnyhT/9rl4MdC4sX/7A5gtNnMma0iJuxQE8oi1wA8/cK1rmzb8sIsXZcrwIvK334Ieifv27VMmULw4+WTOUmp5Q3h+/JEzmXnzBjsOJwh0fCbQ/v2cWS5cmHURRCR6ygSK3sSJXOZQrVrQI/HPQw9x+9JLx96+YgULF99yC1C9OjNXEj0INHkyt507R/b8vn35/unXL+sL1vXreV/79vF1TZDZc89xmfcbb4T/XGu5XK5nTzaDePVVt0eXfM49l+d8bndty8r69Sw30Lq19/vKrEsXFl5XNpD7FATywJw5nIU/91ymtH/xRXwtdzCG6X6JFgT6+2/WJyldOuiRSCiM4YlnEN3Bdu5ky9dQizzGilipBwQwkFy6NMcDMJjXtClPkhct4oxohQoBDlAkgZQpw21QQaADBxg0iCZDIEgHD/Jiqlu3oEfir8qVGZD48MOMTmHWsnB04cLMbjGG57SJHgSaNInn7JFm0RYoAHzwAWss3XPPsfft3ZvRYW3w4Pi6JsisUycGcZ57Lrysw99/Z73Rrl05wTduHM/vJDpdujDgOHOm9/uaOpXbc87xfl+ZtWvHxiHffefvfpNBnH4Mxa41a3hQ7tnDL9UlS/glG28SMQjknMA0ahTsOCR0pUr5mwmUlsa2uXXq8ETn0Uf927cbnKKUnToFOw5HzZoZmUDvvcdjsEQJngC61e5YRICiRfnH7yCQtQz+1KsHXHwxi7xb6+8Y3DB9OgNYyRYEAoDHH+dF1iWX8ML+xReBUaOA//wnozZXkybAsmWJ233Oyd7v1Cm6AE379jxv+N//gPvu4wX6ihW8cF6yBBg+HKha1bVhB+KVVzih+q9/hfb4Q4eA3r0ZCProo4y6MhK9Tp2AggX5GeylvXvZza1yZS4L9FOhQgwejhjhz8Rsaio//+LxeyxcCgK5KDUVuPZafoFMn8611vHaiapuXWYV7NsX9Ejc4xQ1DLpWioTu1FP9CwL9/DNP4G66iV9yZ5zBujV+zLC4ZcIE1nnwe812dmrWZP2fadNYAPr883khkSw1N0T8VLasv0GghQsZNLn4YgZ3e/TgxYgbhWP9NnEiAyFnnx30SPxXuTLrVy5fzu+PRx8F+vQBHngg4zFNmjBbysnsTDQrVzIA5sYEytNPsxTEG28w66V+fWDtWuDbb/kdGO9q1WLg8PPPGdTZtw8YM4bHUFYGDOAE0KefAjfeyAwzcUexYkD37lxxkpLizT5++IHnxLNnA08+GUwWW58+rNn100/e7mfKFP6uvXolR+aRgkAuGj6cF4xvvQVUqRL0aKLjROkTKRto8WIWG3ZqJ0js82M52N9/8yLmrLN4ovbRR1wW8N13XK50fFp3rEpJ4Zd1t26x097YCSZ36MALrOefD3pEIonLryDQ/v2c8GreHJg3D+jfH5g/nxe5rVoxQ2DvXu/H4aYJE/g5VahQ0CMJRvfuwIIFwFNP8eJ+6NBj68o5EwuJuiTMqTfixlLqPHmAd97h9cCTTzIYtHIlcMEF0b92rHjsMWY33Xwzl35feCFw3nlcFpqZtfz9zzlH2b9eufJKYNs29wtEW8subl27Mtg0cyaDeEHo0YNJFUOGePP6aWkMfnfqxISOr7+OrEB8vFEQyCWpqYz+N27MdOh4l6hBIGUBxRevl4OtX8/uVGPH8stu7Vp+yeXJw6UV/frxIiceiq3Ong3s3h1byxluvx149lmmxv/2m44/ES/5EQTauJEB86FDWTdm3Trg3ntZxD9PHk6C/fkn8Nln3o7DTb//zov0WPrsDEK9egxaXHHFibP99evz/ziRg0BlyzJ71S1t2jCo1q9fRs2uRJE3L7N/XnmF75m77uLty5cf+7ilS9l57uqr/R9jsjj/fE6Yvv++u6/71FNcEnr11cDcuewMF5QiRTiOzz93/5rAWp6rvvACC+EvWcL6XfFatyscSfAr+uOHH7js4dFHE+ONU706P+QTpU18Sgpbf+oiNL44y8G8WJs7YwZnrbdsYdbP44+fmKbcrh23P//s/v7dNnEiP3si7WzihZIlOWN4/fXxuzRWJF54HQSaPZufmevWsa7X888zCyCz009nTbURI7wbh9uctP9kDwLlpGBBTg46y+oTibVcsnzWWbGTRRsPihRh1t+TTzLQBXC5d2Zjx3KbCMvgYtVJJwG33cZMzHXr3HnNIUOY2HDjjSxkHgtL+O6+m/WlPvzQ3dd96ilg0CBevw8cmFzZoAkQrogNn3zCC55evYIeiTsKFABq1EicTKCVK1nITkGg+HLqqQzguV2basgQoGNHoHhxXthklwLeqhUvcpwTGUdaGsf011/80nXeX0GaOBFo25a1OUQk+ZQrx2xALzp0DRvGejlFinBZQHYBE2NYv+HHH5kBkNnRoxzfjh2cNPvjj9govjlxIov11q4d9EhiW6J2CFu7Fti0iTUBJTLVqzMY8euvx94+cSKXjaoMg7fuvJMT92+9Ff1rrVzJ1zv7bAZFYiUw2qABl2u99ZZ759s//MBg1/XXM2s9Vn5XvygI5IJduxiBveoqzpYkijp1EicTyDlxURAovjidSdyqC5SWxsyU667jrN+sWXyfZydfPuDyy3kBtGkTn//CCxxXsWLc1qjBGdKyZfmFEoTt27lsTTPZIsnLudByMxvIWp4cX3kl0Lo1g+b16+f8nBtu4AXJiy/y51WrmKFYsCCD1Kedxs/datWAli0ZFArKkSPA5MmxVUstVjVuzO/Bv/8OeiTuGjOG20Sq2eO3vHn5uZA5E2jvXgaM1QjCexUq8Br0gw+i/zy9+25+Vg8dynPgWPLww8zeHzw4+tfavZu17Ro0AN59Nzk//xUEcsGIEYxKXndd0CNxV9267ASRCC1BFy9mdpPaUsaXU0/l1q01wA8+yCUMt97KQqAlS+b+nEceYfCnb1+eJD76KOsIvfwy8OabrHczZAi/hK+8MpiCqE5reAWBRJKXF0Ggxx8HnngCuOYaYNKkjMB8TqpUYZfFDz9k0LxZMxYdfugh4PXXgbffZs2g/v1ZQySoYqMAlwXv38+itpIzZxIt0ZaEjR7NC8Fq1YIeSXxr2JDn2k5235QpzORWEMgfjzzCLND+/SN/jWnTOJn52GM8p401nToxQ/+ll6LvhvbssyyoPWRIbCx3C0KMxfji09ixTCVu3jzokbirTh0Gt9avZ6qnG/7+m60MZ85k5sLBg5xdfPRRb7N0Fi/mLEX+/N7tQ9znZhDo/fd5AXL33QzehBr1r1qVHcJef52zIu+/zyDS8c+vXp3BoXHjWFjTTxMmAKVLJ95nkIiEzu0g0JdfMmh+882cYQ5npvSpp5hB+eijLJA7YkTWFxX//MMLjtWr2XrabxMn8rzgnHP833e8cTqELVniThcth7XA+PG8+Jw1ixdmdepw0saNlu05WbuWSxefesrb/SSDtm15Qb1uHTOkJ05kg422bYMeWXKoUwe47DJ2pnvwwfBLA1jLgH+5csAdd3gzxmgZw++LXr34/XTllZG9zurVXFZ2443Jfd6sTKAoHTrE2bHzz0+8VDJnmYxbdYH++IMzBXfeycyFWrV4cjhpElPCn33Wm6wjazkL2ayZ+68t3nJrOdi8eSxceN55nCUJ91h95hkGgRYuZAG+rJ5/+ukZ9TL8lJrKwqZduyZGUXoRiYybQaDFi7ms64wzIkuVL1uWwel33wWmTs1+Vvnyy7mdNCm68UZq4kQG708+OZj9x5OyZTnZ4HZdoP/8hy3qP/iAy1DOPJMZYp07A/ffz1pSXnnxRU7u3HKLd/tIFk5NpenTmaXxzTfMTi5QINhxJZPHHmO9yrffDv+5P/wA/PQTsz9juThyjx7M3Hv+eWbpR+Jf/2INq2efdXds8UaZQFGaPp0zWYlY+d5ZOrVypTu/3913M+161ixm/zgnlX//zfaSTzzBi9lnnuHswd9/c7lOixbRBdgmTeIa2WSO9sar0qW53b498tdYs4azBmXKAJ9+yrXr4SpcGLjvvpwfky8fv5iOb5HqtQULmCml5Qwiya10aX5XRhsE+uMP4MILWTh/xIjIL+LOOIN/clK9OmesFy6MbB/R2LKFWS0vveT/vuORMcwGcnM52KZNXFrdpw/rfDjvtYMHgX//m5M2M2eyFkiVKpwQOnyYNf2KFYtu30OGcMniAw8A5ctH/7sku3r1GCgcPZrb7dv9z4pOdo0a8Xz3jTeAe+8N/RixlsEfZylvLMuTh0vfrr6a9bx69gzv+VOm8D36wgsqWB72vLEx5mNjzHZjzLJMtz1ljNlsjFmU/icBQyJZGz+e0cRETCUuVYpBGDcygRYv5rK5Rx5hxkTmoE7JksDnn/MCffFi/lu2asXMhlateHG7bVtk+z1yhMEnALjoouh/D/FX8eKcGYzk/z8lhcu+WrZkxt64cRnLy7xSrx6wYoW3+zjehAk8nrp08Xe/IhJb8ufn93akQSBrWeOsdWvWNhs9mksDvGQMs3QXLfJ2P1lRa/jwNWnC4r/R1uNwDBzIbNYXXjg22FioELMZvviCS7Z69eL7pEsXZg1Vr86GLJHatYtZRmeeyX1L9IxhceIxY5gxXaGCim0H4fHH+f4OJ8tlzBhg7lxOxsdDg6PLL+eSwyeeCO+zKC2NQd8qVRgkS3aRLB74BEBWX5n9rbVN0/+Mj25Y8WPcOAYtErWoVN267nQIGzSIHyy33Zb1/cYwqrthAy9qR41illX//tw2bx7ZMps33uD4x47VTE88MoaR+q1bw3ve6tVch37vvQw6zprFGRKv1a3L2WU/i0NPnMhAl5M1JSLJq3JlduMK144dTLO/8UagZk3g55+ZheuHpk2BpUvdCyyEasIEnhf48d2QKBo35qTKmjXuvN6YMUC7dqy9l5XLLgM2bmTB2hEjMgrXVq0K9O7Ni8BIloQ8+SQvlN95R7Ui3XT//Zxs27gRePXV+AgoJJoWLZjN078/P1dzk5bG46hmTXbLigf58jGDcOlSYMCA0J/36aeccHjhBSZwJLuwg0DW2ukAEqxBZGSs5UxEIq8prFMn+kygQ4fYCeTii3PvxlS8OGflLryQ6b733ssL+EKFgLPPBt57L6PzQG42bgSefpqvpdmI+FWhAvD776E/fvRoBkXWreMs4sSJ/HLzg7OE0q06Wrn5+2+2bNZSMBEB+L35yy9cThOq77/nxf2kSSyWOWMGl7b6xQksrF3r3z5TUhhMUGv48DgNPNyoC7RpE18nt/OzggVZb+bii7nt3Jnv0Rtv5Pl3z57Anj2h73fZMp5L3nabtw1JklH58lwSv3Ill/hJMF58kctsr7gCOHAg58d+9RWXeD71VHwFRHv35oqRhx/mMZ0bpwlBq1YZteiSnZtlRPsaY5akLxcLsyZ5fDKGJ0qJXGumbl0uxdm9O/LXmDaNX9BXXRXZ8xs3Zppi166sHdSnD/Drrzk/x1rg9tsZ4X7zzcj2K7HhrLMYCNy3L+O2OXOAV1459rYjRzib0bMngz4LFnAW0c8TfCfYtG6dP/v74Qe+x7WcQUQAXiAfPswMWkdqKmdLhw49tvnCwYNMje/alRM0c+Zw+bTfQZGGDbkN5UTeLXPm8LxGn53hqVePs/BuBIHGp68ZiGSSrmBB1vN55x1O9LRqxYvZI0dyfp61fI8XK8b6k+K+U08FatcOehTJrVQpft4vX85gSXbZ6UeP8ry5YcP4C9oZw+XLxYpxiWhupRieew7YvBl47TU1UXG49c8wAEANAE0BbAXwWlYPMsbcaoyZZ4yZt2PHDpd2LV5yOoRFsyRs3Dhm8kRTN6lECS4Re+YZZno0bMix9evHE4njI90ffcTbX3gh+zRjiQ9du3LWdsoU/jx5MtvT/vvffA+88AK/7Fq04Kzg9ddzKUOVKv6P1XmvhZO5FI0JE3hstG7tz/5EJLZ17Mjl6aNH8+cjRxgMv/NOLrlu1oyZuYMGMQvi9dfZDnjevIwW4H6rV48n9H4GgSZM4IVA587+7TMRFCzIyUE3ikOPG8fv6fr1I3u+MZwYnDyZwZ3LLuOy6EsuYdBz5coTM8c//ZQt4V94wfsagSJB6tIF+Phjdmds2zbryckPPmD5hOefj6xpStDKlWO5j0OHeB48eHDWq0Xmz2cDgOuv58SykCtBIGvtNmttqrU2DcAgAFleklhrP7DWtrTWtiytAhZxwVneEmmxW2v5Rd+xY/QtB/PkYcGzjRuZ3VO9Oj/ALrgAOO00ZhoNGgR88gnQty/36RSFlvjVrh3b944ezS+rXr2YcTNqFC8eHn2UFzd79/K2//0vuPaWRYvyJNSPIFBqKo+tbt3i88tbRNxXqBBw7rn8LHSyHkaOZLBn+HB26LzmGuDWW/m5MWkSl8YE2RK4cGEW+fQzCDRmDDuXlUiKvHV3NWkSfSbQoUN8711wQfSZZ+3bcwn22LFc5jF3LoOedevyXKFfP54XfPIJb2/XTi3hJTlcfz0L4G/dyiDJtGkZ961bx6VUnTszkyZetWjBY755c/6+V1xx7OqV7dsZGC5Tht+DksGVFvHGmHLWWqd0a28APn6Vi5dq1uTJYaRf+CtX8oPmX/9yb0ylSgH33MM/Bw8CP/3Ek9yvvmKXMYDBgeHDlfKXCAoUYF2nb7/lMgdjGPyoVIm3r17NC5tGjZimHrSqVdli2Wu//MJ2ub16eb8vEYkfvXrx83LECC6Z6dcPuO8+3nfRRSymWagQL5JjpR5Ow4b+BYF+/53nNK9lmbMuuWncmNm3f/0VeTbNtGms0eFWvca8eflaF1zA4OfatVwuPWYMO5AdPszH1a8PfPmlzg0leXTsyOWvPXow4PPyywwIXX89awANGhQ73wORqlSJqwVeegn4z3/YSGjgQF4T3Hkny5pMm6ag//HCvmQyxgwD0AFAKWPMJgBPAuhgjGkKwAL4A0A2PaAk3uTNyy/8SNu3jh3LrVeFmZ1Zz3PP5Wzm+vU82Js1U1eCRHLJJTzpHDoUuPlmfuA7atUKblxZqVaN9Yi8NmoUA2SqaSEimV1wAS9yL7uMJ8EPPphxX/78sVnHsGFDXrAfOuR91xantXjPnt7uJ1G1bMnt3LmRf/+MG8f/5w4dXBvW/zOGE5g1a3KpY0oKzw3/+oud6DK3ohdJBjVrMjBy5ZXs4AawDty4cYlTMiNvXq4M6NyZv6fTMKVMGQaEW7UKdnyxKOwgkLX2iixu/siFsUiMatqUXZasDT9aPGYMU4crV/ZkaMfIk4cX4NWqeb8v8VfXrhl/v/rq4MYRimrVgG++4XItr5ZppaQAw4Yx+FmsmDf7EJH4VKoUL66nTGGxzwoVgh5R7ho04GfmypXed2z69FOe19So4e1+ElXLljwXnDMnsiCQtZwg7NyZSwG9li8f/6/1/y3JrHhxBn1++gn4808ef7l1bI5HrVszceGHH3gO3qkTUKRI0KOKTUqIlFw1bcr1lRs2hPe8v/5igd4LL/RiVJJMChXKyAKK9aJu1aqx48Lmzd7tY/x4YMsW/nuIiBzvuefYjOE//wl6JKFxOoTl1vkzWvPnAwsXqiZMNIoV45L7OXMie/7y5VySF891SETikTGsoXXZZYkZAHIULcquaBdeqABQThQEklw1bcptuEvCxo9n++oePdwekSSjK6/k2uVYX8vvLE9bs8a7fbz7LlC2rHfLLEUkvrVpw0ygWFsum53atZmx4XVdoP79mX1y5ZXe7ifRnX46MHt21p14cuN1mQAREcldjF9OSSxo1IjR43CDQF9+CVSsyMrtIsnCuehatcqb1589G/j+exZ6jYVC2CIi0SpQAKhTx9sg0KpVXEZ7551cGiGRa92ajQkiaYIwdizrNlas6PqwREQkRAoCSa6KFOEsXThBoL//ZlvCPn1iP3NDxE0VKnD5mhdBoLQ0Bn9Kl+aFjIhIovCyQ5i1LIh60knuditNVqefzu3s2eE976+/2NlSS8FERIKly3MJSdOm4XU8GjmSdVH69PFsSCIxKU8etqH1okPYK6+ww8Nrr3HNs4hIomjalLVi/vzT/df++GMWRX32WXaLkeg0bMiAWrh1gSZM4GSGgkAiIsFSEEhC0qoVC0Nv2xba44cP57KYWGxFK+K1Tp2AadOAhx5iJwY3fPEF8MgjwKWXxn6HNBGRcDktfW+/nbV7UlLced2JE9kqvHNn4O673XnNZJc/P5f6hxsEGjuWQTinzbyIiARDQSAJSevW3Ibyhf/nn8DUqcwCCrelvEgiuOEGLgl7+WV2J/jnn+heb+BA4IorgHbtgE8+0XElIomncWN2NBs1iku3Pvoo+tf8/HM2p2jYkHUKVUfNPa1bs9va0aOhPf7oUQbkLrhAZQJERIKmj2EJSfPmQN68oQWBvvqK6b5aCibJqm5dYO1aLkHYvRuYNSvy13r1Vc6Mn38+62wVLuzaMEVEYoYxXC70228M2nz+eXSv98EHwFVXAWeeCfz4I1CihCvDlHTt2gGHDgHz5oX2+J9/Bvbs0VIwEZFYoCCQhKRIEZ6UhRIEGjaMM3r163s/LpFYVa4c0KsX/z53bmSv8eqrwIMPApddBnzzjQJAIpLYChZkl7CuXVl0+MiRyF7ngw+A225j8HzCBKBYMXfHKUD79txOmxba48eOZRe4Ll28G5OIiIRGQSAJ2emnMwiUlpb9Y/74g4Vrr7jCt2GJxKwSJdgGd+nS8J87cmRGAGjoUNZgEBFJBqefDhw+DCxeHP5zv/+e3RPPO4+foyed5P74hF0qGzRgllUoxo7lcj81NRARCZ6CQBKy1q25tGXNmuwf88UX3F5+uS9DEol5jRqFHwRatAi45hpeCA0erDoWIpJc2rThNtwW5CtXMnBevz7PRwoWdH9skuHss4EZM3KvC7RkCbBqFWvkiYhI8BQEkpA5xaFzOikbNowXrtWq+TMmkVjXqBGwYkXoxTMPH2b3r+LFgW+/1Sy2iCSfihWB8uWZWRyqlBR+dubPD4wZA5x8snfjE+rQAdi/nwWiczJkCP9fLrvMl2GJiEguFASSkNWvz9pA2dUFWrGCqdtaCiaSoVEjBoBWrQrt8c8/D/z6K2talC3r7dhERGKRMcwGCicTqH9/Fil+912gShXvxiYZOnRgp68JE7J/TEoKlzRfcAFQqpRvQxMRkRwoCCQhy5sXaNky+yDQ8OE8cbv0Un/HJRLLGjfmNpQlYUuWMAh0zTU8YRYRSVZt2rDL4o4duT921SrgP/9hMX6dg/indGl2Cfv22+wfM3Ys8OefwHXX+TYsERHJhYJAEpa2bYEFC9jmM7O0NKb7nnMOU7hFhOrWZU2fJUtyflxKCnDjjUDJkpzRFhFJZqHWBUpLA266iUtn33uPk1Hin969+f22bl3W97/zDlCpklrDi4jEEgWBJCzdu/NideLEY2+fOpWdwW6+OZBhicSsAgUYCMqty82TT7KuwnvvAaee6s/YRERiVYsWzECeNSvnxz3/PPDzz8DrrwPlyvkzNsnQqxe3TmOQzJYvByZPBu64Qw0ORERiiYJAEpY2bZj+O2LEsbd/+CHbYffuHcy4RGKZs4zS2qzvf+cdXsjcfDNw8cX+jk1EJBYVLgw0aZJzcehBg4AnngCuugq4/nrfhiaZVKvGLPD33wdSU4+975lnWEtSE4QiIrFFQSAJS968wLXXAt98A2zYwNt27ABGjmQdE3UyEjlR27bAzp0s+JzZ7t3Av/4F3H030KMHs4BERITOOostyP/669jbd+8G/v1v4NZbgfPOAz76SMvAgnT33Twn/OyzjNsWLGCtyH79OHkoIiKxQ0EgCVu/fjzZevhhZjZ8+im3998f9MhEYlOvXkyFf/FFttOdOhW46y62QX7tNeC224Cvv2YLXRERoZtvBg4fZrbP/v3AlCnAnXfys/OVV4BbbmFR4oIFgx5pcuvZkxmvjzwC7NoFHDzIGndlynCiQ0REYotW6ErYKlXiCdmTTwLTpwObNwOPP66WrCLZOe00zlo//zxb5QK8aLn0UgZPmzULdnwiIrGoYUNmmbz9NjBgAG8rWBC47DJ+djZtGujwJF2ePFyad8YZnCgsUIDZr2PGsFSAiIjEFgWBJCKPP84TscGDgbPPBp56KugRicS2Z58FTj8dWLYMqF8f6NwZKFo06FGJiMS2N9/k5+WyZUCDBvx7kSJBj0qO17QpMG0aM7VSUjjh0blz0KMSEZGsGJtdpVKPtWzZ0s6bNy+QfYt7xowZAwDo0aNHwCMRERERkSDpvFBEJDYYY+Zba1tmdZ9qAomIiIiIiIiIJAEFgUREREREREREkoCCQCIiIiIiIiIiSUBBIBERERERERGRJKAgkIiIiIiIiIhIEgisO5gxZgeA9YHs3H2lAOwMehAiCU7HmYi3dIyJeE/HmYi3dIyJUBVrbems7ggsCJRIjDHzsmu/JiLu0HEm4i0dYyLe03Em4i0dYyK503IwEREREREREZEkoCCQiIiIiIiIiEgSUBDIHR8EPQCRJKDjTMRbOsZEvKfjTMRbOsZEcqGaQCIiIiIiIiIiSUCZQCIiIiIiIiIiSUBBoCgYY7oZY1YaY9YYYx4Oejwi8cQYU8kYM9UYs8IY86sxpl/67SWNMT8YY1anb0tkes4j6cfbSmNM10y3tzDGLE2/7y1jjAnidxKJRcaYvMaYhcaYsek/6xgTcZExprgxZoQx5rf077S2Os5E3GOMuS/9XHGZMWaYMeYkHWMikVMQKELGmLwA3gVwHoD6AK4wxtQPdlQicSUFwAPW2noA2gC4K/0YehjAZGttLQCT039G+n19ADQA0A3Ae+nHIQAMAHArgFrpf7r5+YuIxLh+AFZk+lnHmIi73gQw0VpbF0AT8HjTcSbiAmNMBQD3AGhprW0IIC94DOkYE4mQgkCRaw1gjbV2nbX2CIDhAHoGPCaRuGGt3WqtXZD+933gSXMF8DganP6wwQB6pf+9J4Dh1trD1trfAawB0NoYUw5AMWvtTMsiZ0MyPUckqRljKgK4AMCHmW7WMSbiEmNMMQDtAXwEANbaI9ba3dBxJuKmfAAKGWPyASgMYAt0jIlETEGgyFUAsDHTz5vSbxORMBljqgJoBmA2gDLW2q0AA0UATkt/WHbHXIX0vx9/u4gAbwD4N4C0TLfpGBNxT3UAOwD8L33Z5YfGmCLQcSbiCmvtZgCvAtgAYCuAPdba76FjTCRiCgJFLqs1pGq1JhImY0xRAF8DuNdauzenh2Zxm83hdpGkZozpDmC7tXZ+qE/J4jYdYyI5ywegOYAB1tpmAA4gfVlKNnSciYQhvdZPTwDVAJQHUMQYc3VOT8niNh1jIpkoCBS5TQAqZfq5IpiaKCIhMsbkBwNAQ621I9Nv3paesov07fb027M75jal//3420WSXTsAFxpj/gCXLHc0xnwGHWMibtoEYJO1dnb6zyPAoJCOMxF3dAbwu7V2h7X2KICRAM6AjjGRiCkIFLm5AGoZY6oZYwqABchGBzwmkbiR3pHhIwArrLWvZ7prNIDr0v9+HYBRmW7vY4wpaIypBhb0m5OeArzPGNMm/TWvzfQckaRlrX3EWlvRWlsV/I6aYq29GjrGRFxjrf0TwEZjTJ30mzoBWA4dZyJu2QCgjTGmcPqx0QmsI6ljTCRC+YIeQLyy1qYYY/oC+A6sUv+xtfbXgIclEk/aAbgGwFJjzKL02x4F8CKAL40xN4Ff/JcCgLX2V2PMl+DJdQqAu6y1qenPuwPAJwAKAZiQ/kdEsqZjTMRddwMYmj4puA7ADeBEq44zkShZa2cbY0YAWAAeMwsBfACgKHSMiUTEsDi6iIiIiIiIiIgkMi0HExERERERERFJAgoCiYiIiIiIiIgkAQWBRERERERERESSgIJAIiIiIiIiIiJJQEEgEREREREREZEkoCCQiIiIiIiIiEgSUBBIRERERERERCQJKAgkIiIiIiIiIpIE/g+7idIyzMzhBgAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "mp_strech = stumpy.stump(data_streched, w_)\n", + "x_s = np.arange(len(data_streched))\n", + "\n", + "idx_a_s = np.argmin(mp_strech[:, 0])\n", + "idx_b_s = mp_strech[:, 1][idx_a_s]\n", + "\n", + "fig, axs = plt.subplots(2, 1)\n", + "axs[0].plot(x_s[idx_a_s:idx_a_s+w_], data[idx_a_s:idx_a_s+w_],\n", + " color=\"lime\", linewidth=8)\n", + "axs[0].plot(x_s[idx_b_s:idx_b_s+w_], data[idx_b_s:idx_b_s+w_],\n", + " color=\"aqua\", linewidth=8)\n", + "axs[0].plot(data, color=\"gray\")\n", + "axs[1].plot(mp_strech[:, 0], color=\"b\")\n", + "axs[1].axvline(idx_a_s, color=\"k\", alpha=0.4)\n", + "axs[1].axvline(idx_b_s, color=\"k\", alpha=0.4)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The pair of raw dataset are no longer the top-1 motif, an unexpected and disquieting result." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Which kind of dataset is effective?\n", + "Time seris with **very sharp rises and falls** are particularly sensitive to having features out of phase like complex time series. \n", + "For most datasets, motif discovery is much more robust to small amounts of uniform scaling. \n", + "\n", + "Here is one of the class of **OSU Leaf** dataset(complex time series) in ucr." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "leaf = pd.read_csv(\"dataset/OSULeaf_TEST\", header=None)\n", + "leaf_class4 = leaf.loc[leaf.iloc[:, 0] == 4, :]\n", + "plt.plot(leaf_class4.values[:, 1:].T, color=\"k\", alpha=0.18)\n", + "plt.plot(leaf_class4.values[1, 1:].T, color=\"red\", alpha=0.6, label=\"sample A\")\n", + "plt.plot(leaf_class4.values[3, 1:].T, color=\"blue\", alpha=0.6, label=\"sample B\")\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Search scaling factor with Matrix profile\n", + "Two non-contagious snippets from the ElectriSense dataset (Gupta 2010). \n", + "While semantically similar, they have a very large Euclidian distance because they are of different lengths." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "electric_14 = pd.read_pickle(\"dataset/31_4_green.pkl\")\n", + "electric_18 = pd.read_pickle(\"dataset/31_4_red.pkl\")\n", + "x_14 = np.arange(len(electric_14))\n", + "\n", + "def brief_edge(x): return np.where(x>1000)[0][0]-15\n", + "idx_edge14 = brief_edge(electric_14)\n", + "idx_edge18 = brief_edge(electric_18)\n", + "\n", + "fig, axs = plt.subplots(4, 1)\n", + "fig.suptitle(\"Raw dataset and snippets\", fontsize=16)\n", + "axs[0].plot(electric_14, color=\"lawngreen\", linewidth=6)\n", + "axs[0].set_xlim(0, len(electric_14))\n", + "axs[0].axvline(400, color=\"k\", linestyle=\"--\")\n", + "axs[1].plot(electric_18, color=\"darkred\", linewidth=3)\n", + "axs[1].set_xlim(0, len(electric_14))\n", + "axs[1].axvline(400, color=\"k\", linestyle=\"--\")\n", + "axs[2].plot(x_14[idx_edge14:idx_edge14+400], electric_14[idx_edge14:idx_edge14+400],\n", + " color=\"lawngreen\", linewidth=6)\n", + "axs[2].axvline(idx_edge14+400, color=\"k\", linestyle=\"--\")\n", + "axs[3].plot(electric_18[idx_edge18:idx_edge18+400], color=\"darkred\", linewidth=3)\n", + "axs[3].axvline(400, color=\"k\", linestyle=\"--\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To the best of our knowledge, there is only one research effort that has addressed this. However, this method is approximate, requires many parameters to be set, \n", + "and is only able to support a limited range of scaling (Yankov 2007). In contrast, we can easily and exactly solve this problem under our simple assumptions.\n", + "\n", + "Given our assumptions, we can simply iterate over all possible scaling factors in a given range. \n", + "For example, to discover motifs that are similar after scaling one pattern by 150–180%, we can use the following code snippet." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "Ta = electric_14\n", + "Tb = electric_18\n", + "\n", + "minJMP = np.full(len(Ta), np.inf)\n", + "minScale = np.ones(len(Ta))\n", + "minJMPindex = np.zeros(len(Ta))\n", + "\n", + "x_Tb = np.arange(len(Tb))\n", + "fitted_curve = interpolate.PchipInterpolator(x_Tb, Tb) # strech function\n", + "\n", + "for scale_factor in range(150, 180):\n", + " x_dummy = np.arange(0, len(x_Tb), 100/scale_factor)\n", + " Tb2 = fitted_curve(x_dummy)\n", + " JMP_ = stumpy.stump(Ta, 500, Tb2, ignore_trivial=False)\n", + " locs = np.where(JMP_[:, 0] < minJMP[:len(JMP_[:, 0])])[0]\n", + " minJMP[locs] = JMP_[:, 0][locs]\n", + " minScale[locs] = scale_factor/100\n", + " minJMPindex[locs] = JMP_[:, 1][locs]" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "idx_fit = np.argmax(minJMPindex)\n", + "scale_fit = minScale[idx_fit]\n", + "fitted_curve = interpolate.PchipInterpolator(x_Tb, Tb)\n", + "x_dummy = np.arange(0, len(x_Tb), 1/scale_fit)\n", + "Tb_s = fitted_curve(x_dummy)\n", + "\n", + "idx_Ta = brief_edge(Ta)\n", + "idx_Tb = brief_edge(Tb_s)\n", + "\n", + "plt.plot(Ta[idx_Ta:idx_Ta+400], color=\"lawngreen\", linewidth=6)\n", + "plt.axvline(400, color=\"k\", linestyle=\"--\")\n", + "plt.plot(Tb_s[idx_Tb:idx_Tb+400], color=\"darkred\", linewidth=3)\n", + "plt.axvline(400, color=\"k\", linestyle=\"--\")\n", + "plt.title(f\"uniformly stretched to {scale_fit*100}% of its original length\", fontsize=16)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, the resulting Matrix Profile will discover the motifs with the appropriate uniform scaling invariance. \n", + "In fact, we did exactly this on a 6,106,456 length trace of household electrical demand to discover the motif shown. \n", + "\n", + "This example perfectly elucidates the philosophy driving this paper. \n", + "For many time series data mining tasks, we may not need to spend significant human time\n", + "designing, implementing and tuning new algorithms. \n", + "The Matrix Profile and ten lines of code may be sufficient." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## References\n", + "[The Swiss Army Knife of Time Series Data Mining: Ten Useful Things You Can Do With The Matrix Profile And Ten Lines Of Code](https://www.cs.ucr.edu/~eamonn/Top_Ten_Things_Matrix_Profile.pdf) (see Section 3.1)\n", + "\n", + "Yankov 2007: [Detecting time series motifs under uniform scaling. In: Proceedings of the 2007 ACM SIGKDD](https://dl.acm.org/doi/10.1145/1281192.1281282) \n", + "\n", + "OSU Leaf: [UCR Time Series Classification Archive](https://www.cs.ucr.edu/~eamonn/time_series_data_2018/)\n", + "\n", + "Gupta 2010: [ElectriSense: single-point sensing using EMI for electrical event detection and classification in the home](https://ubicomplab.cs.washington.edu/publications/electrisense/)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "v39", + "language": "python", + "name": "v39" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "8a6bfd200c7cf5adb010f5ccf3201bdc50fbb61960f2054d83ce51c0679fd34a" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 51e73f21241515251b885cb98c8b72e9531dfa7e Mon Sep 17 00:00:00 2001 From: ken Date: Thu, 2 Mar 2023 18:44:19 +0900 Subject: [PATCH 02/14] init --- docs/_Tutorial_Contrast_Profile.ipynb | 554 ++++++++++++++++++++++++++ 1 file changed, 554 insertions(+) create mode 100644 docs/_Tutorial_Contrast_Profile.ipynb diff --git a/docs/_Tutorial_Contrast_Profile.ipynb b/docs/_Tutorial_Contrast_Profile.ipynb new file mode 100644 index 000000000..8f56ee22c --- /dev/null +++ b/docs/_Tutorial_Contrast_Profile.ipynb @@ -0,0 +1,554 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Novel Time Series Primitive that Allows Real World Classification\n", + "\n", + "## Contrast Profile\n", + "\n", + "The tutorial is adapted from the [Matrix Profile XXIII paper](https://www.cs.ucr.edu/~eamonn/ContrastProfile_V048_names.pdf). \n", + "\n", + "Subsequence’s distance to its nearest neighbor within the same \n", + "dataset can be represented by the [Matrix Profile](https://stumpy.readthedocs.io/en/latest/Tutorial_The_Matrix_Profile.html). \n", + "\n", + "However, we argue that it may be useful to score subsequences with a new \n", + "piece of meta-data that reflects the property that a subsequence \n", + "is simultaneously close to its nearest neighbor in certain data \n", + "but far from its nearest neighbor in other **“black-listed”** data. \n", + "\n", + "We call this property **Contrast**, and the vector that represents it the \n", + "**Contrast Profile**. \n", + "\n", + "While the proposed representation has many \n", + "uses, for clarity, we will introduce it in the context of \n", + "subsequence extraction to allow classification.\n", + "\n", + "\n", + "## Getting Started\n", + "Let's import the packages that we'll need to load, analyze, and plot the data." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import stumpy\n", + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "plt.style.use('https://raw.githubusercontent.com/TDAmeritrade/stumpy/main/docs/stumpy.mplstyle')" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Loading the ECG data\n", + "Let's walk through by running example of a noisy electrocardiogram(ECG). \n", + "From the dataset, we extract two snippet:v_pos[T(+)] and v_neg[T(-)]. Those are around 27-second snippet. \n", + "Also specification of T(+), T(-) is followings.\n", + "- 𝐓(+): contains **at least two behaviors** that are unique to the phenomena of interest. \n", + "- 𝐓(−): contains **zero behaviors of interest**. \n", + "\n", + "T(+) requires at least two behaviors. At this time, T(+) has two desired behaviors." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "ecg_df = pd.read_csv(\"14172m.csv\", index_col=0)\n", + "\n", + "v_pos = ecg_df.iloc[64630:68129, 1].values.astype(float)\n", + "v_neg = ecg_df.iloc[69880:73379, 1].values.astype(float)\n", + "m = 128\n", + "idx_desired0, idx_desired1 = 550, 2030" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualizing the ECG snippets with desired behavabior." + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axis = plt.subplots(2, 1, gridspec_kw={\"hspace\":0})\n", + "axis[0].plot(v_pos, linewidth=0.5)\n", + "axis[1].plot(v_neg, linewidth=0.5)\n", + "axis[0].axvspan(idx_desired0, idx_desired0+m, color=\"grey\", alpha=0.4, label=\"desired behavior\")\n", + "axis[0].axvspan(idx_desired1, idx_desired1+m, color=\"grey\", alpha=0.4)\n", + "axis[0].set_ylabel(\"T(+)\")\n", + "axis[1].set_ylabel(\"T(-)\")\n", + "axis[0].legend(loc=1)\n", + "\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Couldn't find simply?\n", + "I'll show the result of applying distance profile, Matrix profile, and why Contrast profle is needed.\n", + "- 1.Distance Profile with normal beat query\n", + "- 2.self-join Matrix Profile\n", + "- 3.AB-join Matrix Profile\n", + "\n", + "### 1.Distance Profile with normal beat query" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "v_query = ecg_df.iloc[5930:5930+127, 1].values.astype(float)\n", + "plt.plot(v_query, label=\"normal ECG beat\")\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "# Distance Profile pos(include desired behavior)\n", + "DP_query = stumpy.mass(v_query, v_pos)\n", + "idx_motif = np.argmin(DP_query)" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axis = plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0.0})\n", + "axis[0].plot(v_pos, linewidth=0.5)\n", + "axis[1].plot(DP_query, linewidth=0.5, color=\"green\")\n", + "axis[0].axvspan(idx_desired0, idx_desired0+m, color=\"grey\", alpha=0.4, label=\"desired behavior\")\n", + "axis[1].axvspan(idx_desired0, idx_desired0+m, color=\"grey\", alpha=0.4)\n", + "axis[0].axvspan(idx_desired1, idx_desired1+m, color=\"grey\", alpha=0.4)\n", + "axis[1].axvspan(idx_desired1, idx_desired1+m, color=\"grey\", alpha=0.4)\n", + "axis[0].axvspan(idx_motif, idx_motif+m, color=\"k\", alpha=0.4, label=\"top-motif(dp)\")\n", + "axis[1].axvspan(idx_motif, idx_motif+m, color=\"k\", alpha=0.4)\n", + "axis[0].set_ylabel(\"T(+)\")\n", + "axis[1].set_ylabel(\"Distance Profile\")\n", + "axis[0].legend()\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Even thought desired behavior subsequence is quite different compared to query. \n", + "Distance profile on desierd behavior doesn't have no specific features for classification.\n", + "\n", + "### 2.self-join Matrix Profile" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "MP_AA = stumpy.stump(v_pos, m)\n", + "idx_motif = np.argmin(MP_AA[:, 0])\n", + "idx_nn = MP_AA[:, 1][idx_motif]" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axis = plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0.0})\n", + "axis[0].plot(v_pos, linewidth=0.5)\n", + "axis[1].plot(MP_AA[:, 0], linewidth=0.5)\n", + "axis[0].axvspan(idx_desired0, idx_desired0+m, color=\"grey\", alpha=0.4, label=\"desired behavior\")\n", + "axis[1].axvspan(idx_desired0, idx_desired0+m, color=\"grey\", alpha=0.4)\n", + "axis[0].axvspan(idx_desired1, idx_desired1+m, color=\"grey\", alpha=0.4)\n", + "axis[1].axvspan(idx_desired1, idx_desired1+m, color=\"grey\", alpha=0.4)\n", + "axis[0].axvspan(idx_motif, idx_motif+m, color=\"k\", alpha=0.4, label=\"top-motif(mp)\")\n", + "axis[1].axvspan(idx_motif, idx_motif+m, color=\"k\", alpha=0.4)\n", + "axis[0].axvspan(idx_nn, idx_nn+m, color=\"k\", alpha=0.4)\n", + "axis[1].axvspan(idx_nn, idx_nn+m, color=\"k\", alpha=0.4)\n", + "axis[0].set_ylabel(\"T(+)\")\n", + "axis[1].set_ylabel(\"Matrix Profile\")\n", + "axis[0].legend(loc=1)\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We annotated the location of two premature ventricular contractions (Desired behavior). \n", + "While these **two beats are similar**, they are not as well conserved as normal beats. \n", + "Matrix profile on desierd behavior also doesn't have no specific features for classification.\n", + "\n", + "### 3.AB-join Matrix Profile" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "MP_AB = stumpy.stump(v_pos, m, v_neg, ignore_trivial = False)\n", + "idx_motif = np.argmin(MP_AB[:, 0])\n", + "idx_nn = MP_AB[:, 1][idx_motif]" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axis = plt.subplots(3, 1, sharex=True, gridspec_kw={\"hspace\":0.0}, figsize=(20, 8))\n", + "axis[0].plot(v_neg, linewidth=0.5)\n", + "axis[1].plot(v_pos, linewidth=0.5)\n", + "axis[2].plot(MP_AB[:, 0], linewidth=0.5)\n", + "\n", + "axis[1].axvspan(idx_desired0, idx_desired0+m, color=\"grey\", alpha=0.4, label=\"desired behavior\")\n", + "axis[2].axvspan(idx_desired0, idx_desired0+m, color=\"grey\", alpha=0.4)\n", + "axis[1].axvspan(idx_desired1, idx_desired1+m, color=\"grey\", alpha=0.4)\n", + "axis[2].axvspan(idx_desired1, idx_desired1+m, color=\"grey\", alpha=0.4)\n", + "axis[1].axvspan(idx_motif, idx_motif+m, color=\"k\", alpha=0.4, label=\"top-motif(mp)\")\n", + "axis[2].axvspan(idx_motif, idx_motif+m, color=\"k\", alpha=0.4)\n", + "axis[0].axvspan(idx_nn, idx_nn+m, color=\"k\", alpha=0.4)\n", + "axis[2].axvspan(idx_nn, idx_nn+m, color=\"k\", alpha=0.4)\n", + "axis[0].set_ylabel(\"T(-)\")\n", + "axis[1].set_ylabel(\"T(+)\")\n", + "axis[2].set_ylabel(\"Matrix Profile\")\n", + "axis[1].legend(loc=1)\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "AB-join Matrix Profile is also almost same result to self-join Matrix Profile in most regions. \n", + "\n", + "We now exploit an important observation. \n", + "This makes sense. A noisy $T_{i, m}^A$ will tend to be just as far from any other $T_{j, m}^A$ as it is from any $T_{k, m}^B$. \n", + "Moreover, a normal heartbeat \n", + "in $T^A$ will tend to have approximately the same low distance \n", + "to another normal heartbeat, whether that beat happens to come \n", + "from $T^A$ or $T^B$. \n", + "\n", + "The only places showing a significant difference are the locations corresponding to behaviors that are \n", + "unique to $T^A$:in this case, the two PVC beats(desired behavior).\n", + "\n", + "We formalize these observations with our proposed representation, the **Contrast Profile**.\n", + "\n", + "$CP_m = (MP_{m}^{(+-)} - MP_{m}^{(++)}/ \\sqrt{(2*m)}$ \n", + "\n", + "- 𝐓(+): contains at least two behaviors that are unique to the phenomena of interest. \n", + "- 𝐓(−): contains zero behaviors of interest. \n", + "- Contrast Profile $CP_m$ \n", + "- Matrix Profiles $MP_{m}^{(+-)}$: Matrix profile joins T(+) with T(-) \n", + "- Matrix Profiles $MP_{m}^{(++)}$: Matrix profile the self-join of 𝐓(+) \n", + "\n", + "## Contrast Profile\n", + "The subsequence in 𝐓(+) corresponding to the highest point in the Contrast Profile is called the **Plato**." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "CP = (MP_AB[:, 0] - MP_AA[:, 0])/np.sqrt(2*m)\n", + "idx_plato = np.argmax(CP)\n", + "CP_ = CP.copy() # for visualization\n", + "CP_[CP_<0] = 0" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axis = plt.subplots(3, 1, sharex=True, gridspec_kw={\"hspace\":0.0}, figsize=(20, 8))\n", + "axis[0].plot(v_pos, linewidth=1)\n", + "axis[1].plot(MP_AA[:, 0], linewidth=1, label=\"MP(++)\")\n", + "axis[1].plot(MP_AB[:, 0], linewidth=1, label=\"MP(+-)\")\n", + "axis[2].plot(CP_, linewidth=1)\n", + "axis[2].axvline(idx_plato, color=\"C2\", linestyle=\"--\", linewidth=1.5, label=\"plato\")\n", + "\n", + "axis[0].axvspan(idx_desired0, idx_desired0+m, color=\"grey\", alpha=0.4, label=\"desired behavior\")\n", + "axis[1].axvspan(idx_desired0, idx_desired0+m, color=\"grey\", alpha=0.4)\n", + "axis[2].axvspan(idx_desired0, idx_desired0+m, color=\"grey\", alpha=0.4, label=\"desired behavior\")\n", + "axis[0].axvspan(idx_desired1, idx_desired1+m, color=\"grey\", alpha=0.4)\n", + "axis[1].axvspan(idx_desired1, idx_desired1+m, color=\"grey\", alpha=0.4)\n", + "axis[2].axvspan(idx_desired1, idx_desired1+m, color=\"grey\", alpha=0.4)\n", + "\n", + "axis[0].set_ylabel(\"T(+)\")\n", + "axis[1].set_ylabel(\"Matrix Profile\")\n", + "axis[2].set_ylabel(\"Contrast Profile\")\n", + "axis[0].legend()\n", + "axis[2].legend()\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we can clealy find highest peak in desired behaviors.\n", + "### Let's find top-motif of plato in T(+)" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [], + "source": [ + "# find top motif with plato\n", + "l_p = len(v_pos)\n", + "DP_plato = stumpy.mass(v_pos[idx_plato:idx_plato+m], v_pos)\n", + "\n", + "# ignore trivial \n", + "idx0 = idx_plato-m/2 if idx_plato-m/2 >= 0 else 0\n", + "idx1 = idx_plato+m/2 if idx_plato+m/2 <= l_p-m/2+1 else 0\n", + "idx0, idx1 = int(idx0), int(idx1)\n", + "x_ = np.arange(l_p)\n", + "x_t = np.hstack([x_[:idx0+1], x_[idx1:]])\n", + "DP_plato_t = np.hstack([DP_plato[:idx0+1], DP_plato[idx1:]])\n", + "\n", + "idx_plato_twin = x_t[np.argmin(DP_plato_t)]" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axis = plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0.0})\n", + "axis[0].plot(DP_plato)\n", + "axis[0].axvline(idx_plato, color=\"C2\", linestyle=\"--\", label=\"plato\")\n", + "axis[0].axvline(idx_plato_twin, color=\"C2\", label=\"plato_topMotif\")\n", + "axis[0].set_ylabel(\"DP with plato\")\n", + "axis[0].legend(loc=4)\n", + "\n", + "axis[1].plot(v_pos)\n", + "axis[1].axvspan(idx_plato, idx_plato+m, color=\"grey\", alpha=0.3, label=\"plato\")\n", + "axis[1].axvspan(idx_plato_twin, idx_plato_twin+m, color=\"grey\", alpha=0.3)\n", + "axis[1].set_ylabel(\"T(+)\")\n", + "axis[0].legend()\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Comparing disired behavior and plato" + ] + }, + { + "cell_type": "code", + "execution_count": 101, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "gap = 40\n", + "diff0 = idx_plato - idx_desired0\n", + "diff1 = idx_plato_twin - idx_desired1\n", + "\n", + "fig, axis = plt.subplots(2, 2, sharex=True, gridspec_kw={\"hspace\":0.2, \"wspace\":0.1})\n", + "axis[0, 0].plot(v_pos[idx_desired0-gap:idx_desired0+m+gap])\n", + "axis[0, 1].plot(v_pos[idx_desired1-gap:idx_desired1+m+gap])\n", + "axis[1, 0].plot(v_pos[idx_plato-gap-diff0:idx_plato+m+gap])\n", + "axis[1, 1].plot(v_pos[idx_plato_twin-gap-diff0:idx_plato_twin+m+gap])\n", + "\n", + "axis[0, 0].axvspan(gap, gap+m, color=\"grey\", alpha=0.3, label=\"plato\")\n", + "axis[0, 1].axvspan(gap, gap+m, color=\"grey\", alpha=0.3)\n", + "axis[1, 0].axvspan(gap+diff0, gap+m+diff0, color=\"grey\", alpha=0.3, label=\"plato\")\n", + "axis[1, 1].axvspan(gap+diff1, gap+m+diff1, color=\"grey\", alpha=0.3)\n", + "\n", + "axis[0, 0].set_title(\"desired behavior(1)\")\n", + "axis[1, 0].set_title(\"plato(1)\")\n", + "axis[0, 1].set_title(\"desired behavior(2)\")\n", + "axis[1, 1].set_title(\"plato(2)\")\n", + "\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Summary\n", + "We can find desired behavior by the subsequence in T(+) corresponding to the highest point in the Contrast Profile. \n", + "While we use the Matrix Profile as the core function to \n", + "compute the Contrast Profile, the value optimized is rather simple.\n", + "\n", + "This clearly has implications for several downstream algorithms, including classification and novelty/anomaly detection. " + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Resources\n", + "[Matrix Profile XXIII](https://www.cs.ucr.edu/~eamonn/ContrastProfile_V048_names.pdf) \n", + "\n", + "[Contrast Profile support page](https://sites.google.com/view/contrastprofile)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "v39", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "8a6bfd200c7cf5adb010f5ccf3201bdc50fbb61960f2054d83ce51c0679fd34a" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From a71dcdfc3c6d17dc07399d7c9844bbff06966e11 Mon Sep 17 00:00:00 2001 From: ken Date: Thu, 2 Mar 2023 18:57:20 +0900 Subject: [PATCH 03/14] change file name --- ...ial_Contrast_Profile.ipynb => Tutorial_Contrast_Profile.ipynb} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename docs/{_Tutorial_Contrast_Profile.ipynb => Tutorial_Contrast_Profile.ipynb} (100%) diff --git a/docs/_Tutorial_Contrast_Profile.ipynb b/docs/Tutorial_Contrast_Profile.ipynb similarity index 100% rename from docs/_Tutorial_Contrast_Profile.ipynb rename to docs/Tutorial_Contrast_Profile.ipynb From 05f5d80e4e7a0af9dfcb1763c41b9421dc7c0b02 Mon Sep 17 00:00:00 2001 From: ken Date: Thu, 2 Mar 2023 19:05:19 +0900 Subject: [PATCH 04/14] sync --- docs/Tutorial_Matrix_Profile_Top_Ten.ipynb | 637 --------------------- 1 file changed, 637 deletions(-) delete mode 100644 docs/Tutorial_Matrix_Profile_Top_Ten.ipynb diff --git a/docs/Tutorial_Matrix_Profile_Top_Ten.ipynb b/docs/Tutorial_Matrix_Profile_Top_Ten.ipynb deleted file mode 100644 index 83f2f5a4c..000000000 --- a/docs/Tutorial_Matrix_Profile_Top_Ten.ipynb +++ /dev/null @@ -1,637 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "%matplotlib inline\n", - "\n", - "import numpy as np\n", - "import pandas as pd\n", - "import matplotlib.pyplot as plt\n", - "\n", - "from pylab import rcParams\n", - "from matplotlib import cm\n", - "import os\n", - "import stumpy\n", - "from scipy import interpolate\n", - "from scipy.cluster.hierarchy import linkage, dendrogram\n", - "\n", - "plt.style.use('https://raw.githubusercontent.com/TDAmeritrade/stumpy/main/docs/stumpy.mplstyle')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Dev note\n", - "- except 3 charpter dataset, all dataset is generated by paper image\n", - "- 1 chapter is from Yankov 2007 refered in the paper, it explains consept nicely." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Discovering motifs under uniform scaling\n", - "This tutorial explores the \"Discovering motifs under uniform scaling\" case study from the research paper: [The Swiss Army Knife of Time Series Data Mining: Ten Useful Things You Can Do with the Matrix Profile and Ten Lines of Code\"](https://www.cs.ucr.edu/~eamonn/Top_Ten_Things_Matrix_Profile.pdf) (see Section 3.1)." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 1. First consideration of uniform-scaling invariance (Yankov 2007)\n", - "\n", - "### 1-1. Introduction\n", - "Time series motifs are approximately repeated patterns found within the data. For many data mining areas the\n", - "detection of such repeated patterns is of essential importance. \n", - "Here,we show that the existing approaches for motif detection are limited to discovering pattern occurrences of the same length, \n", - "failing to capture similarities **when the occurrences are uniformly scaled along the time axis**. \n", - "
\n", - "**Here is a time series of length 600. What is the best motif of length 120?** \n", - "If we are asked to point out the best repeated pattern of length 120, the answer appears trivial: \n", - "there is an obvious repeated sine wave of approximate length 120 in two locations.(A and B)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "arr_yankov1 = pd.read_pickle(\"dataset/31_1_yankov1.pkl\")\n", - "x_ = np.array(range(len(arr_yankov1)))\n", - "window_ = 120\n", - "idx_a, idx_b, idx_c = 120, 405, 285\n", - "\n", - "plt.plot(arr_yankov1)\n", - "plt.plot(x_[idx_a:idx_a+window_], arr_yankov1[idx_a:idx_a+window_], color=\"red\")\n", - "plt.plot(x_[idx_b:idx_b+window_], arr_yankov1[idx_b:idx_b+window_], color=\"purple\")\n", - "plt.plot(x_[idx_c:idx_c+window_], arr_yankov1[idx_c:idx_c+window_], color=\"green\")\n", - "plt.text(170, 0.05, \"A\", fontsize=28)\n", - "plt.text(470, 0.04, \"B\", fontsize=28)\n", - "plt.text(330, 0.5, \"C\", fontsize=28)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "It looks A and B are almost identical, but the cumulative error\n", - "of the out-of-phase sections will tend to dominate. \n", - "In Euclidean distance, A is closer C than B as a result. Because they have many peaks and valleys with different linear scaling. It causes a large Euclidean distance." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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2d6cGd78E2J9IIm5IDOt718xeBt4HJgDf4dMVnnMT1aa3Zce/AnwA3AqsRHzNX2zh68rT54nvzRTAUcBzZvZ69n1q9BPeppmF3f0T4OtEq4X1gUfM7E0iqfw34jE5tJXg3f0VYHMikb0YcDHwtpm9BrwFXEe8lqZsZZ8+9n4JuKTbh/KoXn4J+DbRcuO/ZvYq8Er2MYAT3P3sIcT4GtHC4zXiuXd7t+/BBUSLj7uBPXu5+/XE63d24CEzezF7/TxZUMJepCMowSwiIiIiIiJl+i6ROLqcqIKdmkj0PQacCox09zP6vnu9ufurwJrAiUQCEKIi+yJgPXc/reD9rwW2B27I9l2AGHY27xDWOBVYBvg1UdH5MTALkfS7DvgWsGiPu20LHAvcDDwHzEgkqe8Gfgqs4O53N/dV5SvrDb090fP7QqIaeDriufgocDawE3BQk+v/nUjOX0UkfKcCniJOPqxK1/Oiae5+D7ACcASR9H+POHnzOPFc2z2PffrQqAD/ADgrjwXd/ddEUv8GIlf1PnFyYy93P7iJ9W4jBjn+CniY+B58TDxWhwOj3f3FXu73EbAR0YbkWSIZvUj2J/eEvUinsMFfYSAiIiIiIiIiIsOZmZ1MVKOf6+67tbDO+sQJi6fcfdFcghORSqiCWUREREREREREBmRmswCNpPIfq4xFROpDCWYREREREREREelXNkjwl0T7k7uJ6mMREfWPERERERERERGR3pnZTkT/6DmBGQAHDnP1XBWRjCqYRURERERERESkLzPSNeTuTmAHd7+62pBEpE405E9EREREpERzzjmnL7roolWHISIiIiIyJHfcccfL7j5Xz4+rRYaIiIiISIkWXXRRJkyYUHUYIiIiIiJDYmZP9fZxtcgQERERERERERERkaYowSwiIiIiIiIiIiIiTVGCWURERERERERERESaoh7MIiIiIhWw1KYBxgCbABsB7wAnA3/3xD+oMjYREREREZHBUoJZREREpCSWmgH7ATsC6wHTA5OA24DFgHOAlyy1PwF/9MSfqCpWERERERGRwVCCWURERKQEWXL5N8DXgEeAU4GrgOs98Tcstc8Q1cxfAb4NfMdSuwj4gif+Vk4xzA3sDswJzAbMmt1OB/zeE78gj31ERERERGT4MHevOgYRERGRjpYlj08EvgT8Ajjck77/E2apLQgcCHwPuBHYwhN/v8UYtiCS2nMDnwCvZ39eA2YGlgL+AnzdE3+zlb2kf6NGjfIJEyZUHYaIiIiIyJCY2R3uPqrnxzXkT0RERKRAltoUwJ+I5PJPGCC5DOCJ/8cTPxLYB1gfON9Sm6rJ/aez1H4H/BP4L7AKMJUnPocnvoQnPgpYAfghsDcw0VJbp5m9RERERERk+FGCWURERKQgltqUwOlEojgBjhgoudydJ34mcBCwFXB6lqweyv6rAHcAXwV+BYz2xCd64p/02OcjTzwB1iGqm2+w1H5sqU09lP1ERERERGT4UYsMERERkQJkydkzgZ2B73niP21hrcOB44FTgC8NJkltqX0F+DXwCtHH+apB7jUTkYzeH3iXSFDfTgwivB14YihJcvk0tcgQERERkXbUV4sMJZhFREREcmapzQFcQLS3OMwT/2UOax4DHEEkfw/rK8mbDRP8MdG/+V9EcvnlJvbbBNgSWAMYCUyTfeoZItH9J0/82aGuK0owi4iIiEh7UoJZREREpASW2nLApcCCwP6e+Fk5rWtERfLXgcuBgz3xx3ocMxVwMvAF4I/AVz3xj3PYeypgBDAa2A7YFJgEXAL8Abi6Z9sN6ZsSzCIiIiLSjpRgFhERESmYpbYZcB7wPrCdJz4+5/U/A3wNOAaYihgaeLwn/oGlNkO29xbA0cAPi2plYaktCRwA7AfMCTwIfNYTf6mI/TqNEswiIiIi0o6UYBYREREpSFZdfDBRYXwPsI0n/nSB+y0A/BLYBXgE+C7wbWB14CBP/KSi9u4RxzTAbsBpwHc98ePK2LfdKcEsIiIiIu1ICWYRERGRnFlqUwCbE1XFmxItI/b0xN8uaf9NgROAJYEPgN088YvK2LtHHGOBuYFlNQBwYEowi4iIiEg76ivB/JkqghERERFpZ5banJbat4FHiX7LKwLfAbYvK7kM4IlfSfRGPgRYr4rkcuZPwNLAOhXtLyIiIiIiFZmy6gBERERE2kXWCuNY4FBgGuB64HDgYk/8oypi8sTfB35bxd7dnJ/FsD8wtuJYRERERESkRKpgFhERERm8rxKVyhcAK3riG3jiF1SVXK4LT/wd4K/AzpbazFXHIyIiIiIi5VGCWURERGQQLLV1gV8RLTE+74nfV3FIdfMnYHpi6J+IiIiIiAwTSjCLiIiIDMBSm59oA/EEsLcn/knFIdXRbcB9RJsMEREREREZJpRgFhEREemHpTY10RJjRmKI3xsVh1RLnrgTVcxrWGorVh2PiIiIiIiUQwlmERERkf79BhgD7KO2GAM6A/gIVTGLiIiIiAwbSjCLiIiI9MFS2w/4MnC8J35B1fHUnSf+MnAxsLelNk3V8YiIiIiISPGUYBYRERHphaW2EPB74GrgBxWH007+BMwBbF11ICIiIiIiUjwlmEVERER6dwgwJbC/J/5x1cG0kauAZ1CbDBERERGRYUEJZqkVS+1YS+1US82qjkVERIYvS21m4ADgPE/86arjaSee+CTgNGCzrApcREREREQ6mBLMUhuW2jLAt4F9gN2rjUZERIa5LwIzA7+oOpA2dSpgxM90ERERERHpYEowS538APgAuAv4laU2W7XhiIjIcGSpTQUcCtzgid9RcThtyRN/AtgZOLHqWEREREREpFhTVh2ACICltiSwJ/Br4AxgAvBT4MAKwxIRkeFpJ2Ah4KtVB9LOPPELqo5BRERERESKpwpmqYsfAB8CP/PE7yISzV+y1NauMigRERleshkA3wIeAv5ZcTgiIiIiIiK1pwSzVM5SWxzYGzjJE/9v9uGjgaeBkyy1qauKTUREhp31gJHALz3xT6oORkREREREpO6UYJY6+D7wMXB84wOe+NvEpckrAIdVFJeIiAw/hwEvEe2aREREREREZABKMEulLLVFgS8AJ3viz3X/nCf+D+BvwFGW2hIVhCciIsOIpbYssBXwe0/8varjERERERERaQdKMEvVvgd8AhzXx+cPAT4Cfp/1xRQRESnKN4H3gd9XHYiIiIiIiEi7UIJZKmOpLQzsC/zJE/9Pb8d44s8CCbApMLrE8EREZBix1OYGPg+c7om/WHU8IiIiIiIi7UIJZqnSd7Pbnw5w3MnAW8BBxYYjIiLD2DeAqYFfVR2IiIiIiIhIO1GCWSphqc0A7Af8xRN/ur9js4F/ZwC7WGpzlBGfiIgMH5baPMDXgXM88QerjkdERERERKSdKMEsVVkXmAY4f5DHn5gdv29hEYmIyHD1XWBaIK06EBERERERkXajBLNUZRPgA2DsYA72xO8FbgK+bKnpeSsiIp/SzM8HS20B4CvEFTUP5x+ViIiIiIhIZ1OiTqqyMXCzJ/7eEO5zIrBEdl8REREstXkstS9balcD71lq+w9xiR8AUwDH5B+diIiIiIhI51OCWUqX9bpcCbhqiHf9G/ASUWkmIiLDlKU2naV2kKV2HfAccQJyIeBe4CRLbdNBrrMo8EXgFE/8iaLiFRERERER6WRKMEsVNspurx7KnTzxD4A/AdtYagvlHpWIiNSepWbAmcAJwNzAj4iTlssCGwD3ARdYaiMGsdyRwCfAj4uJVkREREREpPNNWXUAMixtArwK3NnEfU8CvgMcAByVZ1AiItIWDgJ2AL7tif+sx+fetNS2BG4F/mWpjfbEn+ttEUttKeALwO888f8UGrGIiIiIiEgHUwWzlCqrPNsEuMYTnzTU+3viTwKXAV+01KbKOTwREakxS21V4JfAP4Ff9HZMlizeEpgV+IelNmMfyyXEsNmf5h+piIiIiIjI8KEKZinbMsACDLE9Rg8nApcC2wIX5BGUiIjUm6U2E3Au0Yt/H0/8k76O9cTvstR2IX5W/NVS2y771LTZn2WAPYCfeeL/LTRwERERERGRDqcKZinbJtntUAf8dXcZ8BQa9icFstQ+Z6n9zVJboOpYRIa77OqXPwBLAHt44i8PdB9P/DLgq0Q18wfAR8BbRIL6JuAdoGeLDRERERERERmiWlYwW2qzAH8FfgVc5Yl7xSFJfjYGHvfEn2h2AU98kqX2R+DHltoanvht+YUnw52lNgXR3/tIwIBFLbXPeuLvVBuZyLC2L1FxfKQnfuNg7+SJn2SpvQmsQCSZ3+/25+bBJKpFRERERESkf7VMMANLAssDVwDjLLWE6NmrRHMby3ombwCcncNyJxODnq6z1Pb1xM/LYU0Z5iy1uYCziEr704g+r+cCp1tqO/d3Sb6ItM5SWxOYF/iQSAh/AMwM/A64Fjh2qGt64ufkGaOIiIiIiIhMrpYtMjzxO4CliBYICxPtFG601DaoNDBp1RrATLTWHgMAT/wlYBRwJ3CupXZcVnkq0pQssfVv4LPAAcB+nvgFwGHADsCPKgxPpKNZarNaan8BxgN/J07uXA2Mzf7+FrBXM8NhRUREREREpFi1TDADeOIfeuJ/IKqZvwosDlxrqR1XbWTSgo0BB67LY7FsMNOGxNC/bwP/stRmz2NtGV4stS8ANxI9WtfyxE/pdsXEb4CTgO9lx4lIjiy1jYF7gD2BY4BVgTWB9YBNga2AVT3x5ysLUkRERERERPpk3iZdJyy1aYETgP2ADT3xXJKUUh5L7SZgak98jQLW3h/4PfAscAQwEXjYE/8o772ks1hq2wIXEpff7+KJv9bLMVMRwyU/C2zkiY8tN0qRzmOpTQ8cBxwMPAR8Xj31ZbgYNWqUT5gwoeowRERERESGxMzucPdRPT9e2wrmnjzx94GvAQ8Dp2WDAKVNWGozExVpVxexvif+JyL5NxXRQ/de4B1L7W5L7SxLbYsi9pX2ZqmtTQwUvQPYrrfkMkB2omJn4Ang75baoqUFKdKBLLUFiBZHBxNXCayq5LKIiIiIiEh7apsEM4An/i7wBWBB4FcVhyNDsx4wBTn0X+6LJ34rsASwMrAX8AvgaaI1x9+yJLcIAJba8sClwDPAlp74O/0dnyWftwRmBA4pPkKRjvYrYsbCRp74oZ74e1UHJNIXM1vAzL5uZheb2SNm9pqZfWhmL5nZnWb2RzPb3symrjpWEREREZEqtE2LjO4stR8BPwC28cQvrToeGZil9lvgi8BsnvgHJe89BhgH7OOJ/6XMvaWesurJ8cDUwBhP/Ikh3PcfwPLAEt36NIvIIFlqmwBXAkd64hqeKbVlZrMQA14PAKYZxF1eyo4/0b3/Fl1qkSEiIiIi7ajtW2T08EPgLuAUS22uimORwdkYuLHs5HLmFuBxYoCUDHOW2qzA5cCswOZDSS5nLgIWA0bkGpjIMGCpTQ38H/Ao8POKwxHpk5ktSfz/4WC6ksu3AT8mEs67AF8hnsf3Zp+fi2j5snapwYqIiIiIVKwtE8ye+IfA54kE0YmWmlUbkfQnqxZdjgLbY/QnqzI9G9jIUpu3ihikHiy1zwAXAMsAO3jidzaxzKWAA9vlGJrIcPEN4vX39Wy2gkjtmNkcwDXAstmH7gbWcvfR7n6Eu5/i7ue7+x/c/XB3HwGMpqL/54iIiIiIVK0tE8wAnvg9wJHAjsAeFYcj/dsmu72iwhjOIp7vu1UYg1TvAGAj4GBPvKmBk574C0TLle1yjEuk41lqCwFHARd54pdVHY9IP/5C9AiHaKe0rruP7+8O7n6bu29KnET5sOD4RERERERqpW0TzJlfEImeX1tqM1QdjPRpZ+Ah4L6qAvDEHwT+jdpkDFuW2vzA8cB1wMktLncRsKqltkircYkMI78AjEjAidSSmY0hBroCvAXs7u5vDvb+7v5rdx9XSHAiIiIiIjXV1glmT3wScDgwJ3BgxeFILyy1uYH1gPNrMBDtLGCUpbZ0xXFINf6P6KN5YA7PxYuz221bXEdkWMgG++0M/MQTf7LicET6c2i3v5/q7k9VFYiIiIiISLto6wQzgCc+DrgWONxSm67qeORTdiCeZ+dXHQjwV6J3rqqYhxlLbTviuZh64o+0ul62xv2oTYbIgDTYT9qFmRnRRqnhjKpiERERERFpJ22fYM4cA8wL7Fd1IPIpOwMPA/dUHYgn/hxxMmJPDYYcPiy1mYETiCFNeSa3LgI+a6nNkeOaIp3oGGKw39c02E9qblmg8Z7+HnBXdaGIiIiIiLSPKasOICc3ADcD37HUTvbENVylBrL2GOsDx9agPUbDWcCfgTWAWyuORcpxLDAfsL0n/lGO614EfJ/o1Xl6juuKdAxL7XDg28BJnvjlVccjMoAFuv39KXf/uKiNHn/pHXY9qd+5gSIiIiLS4bZdZQH2GL3wwAe2gY6oYM6Sl8cACwGfrzgc6bI99WmP0XAh8AGwV9WBSPEstbWArwC/9cRvy3n5O4BnUZsMkV5ZagcQgzXPA75acTgig9H9ipTXqwpCRERERDrf/c+/ycV3PVt1GLnplApmgCuBCcD3LLXTPCmu6kQGbWfgEaI1QS144m9YapcCu1pq38y5olVqxFKbBjgZeAY4Iu/1PfFPLLWLgX0stek88ffy3kOkXVlquwEnAZcBe2dDeUUks/hcM3DugWOqDkNEREREKtJpV7N1RAUzTFbFvDiwe8XhDHuW2lzABsD5NWqP0XAWMBewcdWBSKGOA5YHvuyJv13QHhcB06Pnksj/WGpbEsPRxgI7qW2VtJFXuv191qqCEBERERFpNx2TYM5cSlTL/sBSm6LqYIa57ahfe4yGy4hLX/esOA4piKW2DXAI8BtP/LICt7oBeAO1yRABwFLbCLgAmAhs7Ym/W3FIIkPxXLe/L2JmnXSln4iIiIhIYToqwZxVyv6ImFa/U8XhDHc7A48SSYZa8cQ/IBLf21lqs1YcjuTMUlsQOBW4E/hOkXtllZn/BLbRSS0Zziy1lSy1C4GrgSeAz3nib1YclshQPUBXFfN0wCrVhSIiIiIi0j46KsGc+RvxC8LRltq2ltoyltpUVQc1nFhqcwIbUs/2GA0nAtMCv606EMlPluQ9C5gG2C07mVC0i4A5gbVK2EukViy1FS2184mTiRsCCbCmJ/5ytZGJDJ27O3BNtw/tXVUsIiIiIiLtpOMSzJ74J8D3gKWIxM+DwLuW2gOW2gWW2ogq4xsmtgOmoJ7tMQDwxO8kqt33ttR2rToeyc0RwGeBr3jiD5e05+XAh8AOJe0nUjlLbWpL7S9EW6rNiBkIi3niP1TlsrS533T7+75mtkhlkYiIiIiItImOSzADeOIXA3MAo4EvAD8jqprXB6631EZWF101LLVDLLXfWmpfstTWHkprCEttaUvtdkvtN1l18kB2Bh4H7moy3LL8GLgV+EPWVkHamKW2HnAUcIYnfkZZ+3ribwGXAPtaarOVta9IxY4GPg/8gkgsH+WJv1ZtSCKtc/dxwL+yf84EnGNmMw32/mZ2iJnpihYRERERGVbMa9vBIH+W2mLAdcRk8M088VurjagcltrSRCX3J0RlccOzRL/Mb3rir/Zx3xWzY6YDZgTeIhKz/+eJv9/L8XMALwA/98S/m+fXUQRLbSmiV++twCZZBby0GUttbuDfwLvAalnSt8z9VyJaBPzYEz+izL1FymaprUsMuPyzJ/7FquMRyZuZzUn836Bx8vlu4EB3v6Wf+6xO/P9oE2ADd7++vz1GjRrlEyZMyCdgEREREWk7u540HoBzDxxTcSRDY2Z3uPuonh/vyArmvnjiTxCXz78CXGWprV1xSGX5BvARsBCwGLAVMfzsemAP4E5Lbc2ed8oqva8HJhHV4CsBNwPHAw9YartZarNbaqOyvx8BnEnN22N054k/AhxK9A49tNJgpCmW2gZEcnlOou9yqcllAE/8buA84BBLba6y9xcpi6U2C3AGcZXKodVGI1IMd38Z2AhotFpaCRhvZreY2TFmtr+Z7WxmB5rZ8WZ2N3AbkVwWERERERl2pqw6gLJ54k9bap8FrgWusNS28qT/KpN2liW79iHaBjyfffhJ4J/Z538DnAuMtdS+B/zSE/8kSzhfDrwBbOiJP5bdd0tLbWPg58A5vWz5LHA2kfBrF38iku7HWmrXeOITqw5IBpYN7zya6Ln+CLCNJ17l8+5oYCfg28DhFcYhUqQTiKrOdTzxt6sORqQo7v6wmY0GfgLsD0xNnGwf3c/d/kv0I7+p+AhFREREROpjWLXI6M5Sm5eYFL4YsJUnfm3FIRXCUkuIxNfynvgDfRwzK3AKsCOReD6FqFB7AdjIE3+ql/tMQfRaXgB4FHgMeNwTfzf/r6J4WSL+HuBlYFRv7T/akaU2D3AAME2PT70H/KGv1ih1Z6ktTpzIGE2cIDi0DskuS+10Ism8RLcTOiIdwVLbnXjdHe2Jp1XHI1IWM1uQeG/fCFieuGJmeuIk/NPA7cT/n/7l7h8PZk21yBAREREZ3jqtRcawTTDD/5KK1wNzASt44i9VG1G+LLXpgaeAWzzxrQc41oCDgF8SVToPEsnl5woPtCYstc2JwT4TgQM88dsrDqklltoMwFhgVaL/dnefAc73xHcpPbAWWWpbEtXznwBf8sTPqzik/7HUliReO7/3xL9edTwiebHUFib60D4ArOvJ4JJoItI7JZhFREREhrdOSzAPqx7MPWUJ5d2IoX+/qzaaQnyeqLL52UAHeuLuiZ8ArEU8FusNp+QygCd+GbAdccLhFkvtV5bajNVG1RxL7TNEP+yViQr9Kbr/AY4Cds7anbSNrHL+d0TF2Mp1Si4DeOKPAqcCB1pqC/V1nKVmltqyltohlto/LbXXLLVTLbVpy4tWZHCy193pRH/9vZRcFhERERERke6GXQ/mnjzxeyy1o4EfW2p/q1vCqllZQuCbxGWbYwd7P0/8DuCOouKqO0/8YkvteuBYYoDVDpbaV4h+1AsDy2Z/lgGeB37kifesDq6DY4lk+aGe+D97+fzPgC8Av7PUVvLEPywzuBZsCiwK7NJb65aa+BHx2P4A+HLjg9lVAmOAfYHNiKGbEP2jryV6pS9rqW3vif+36CAttamJFjcLZh+6yZNhfEmL9OdLwHrA/t368YuIiIiIiIgASjA3HA9sD/zeUrvBE3+h6oBysDWwFLCrkkZD44m/ARxkqZ0F/JHoq/gBk/cxfhOYGfgQ+GnpQfbDUtuPGDR3IvDb3o7xxN+31A4B/kEk0o8vLcDWfBl4Ebi46kD64ok/ZamdDHzJUjue6GW+B9GCZhXgLeBKIhF9lSf+BICltiNRJXq7pbaNJ35n3rFZarsB3yKSyvP0+PT/WWqHDuWESZY0Pwr4YvahSUTrkknEa2Q7T/yZlgOXylhqswA/BG4gqvNFREREREREJjOsW2Q0ZJf7fgGYCTgxS5q0u28BTwAXVh1Iu/LEbyb6F3+TaMtwAPBZYG6ircq5wI8stXWrirEnS2194CTgKuCQ/k4uZJXNlwBHWWoL9nVcXWQxbgX8qQ0qrn8MfAxcBDxLnKj4DHAgML8nvpMn/sdGchnAE/8bsE72z5uyhHNusv7QpwLTEd/3BNiPqAr/DfA14FRLbVAnHrOrJE4khojeRyTNrwduAm4DRgCH5/k1SCW+R7RaOkwnK0VERERERKQ3qmDOeOL3W2pHAscRfZnPqTikpllqY4C1ga+rV2ZrskTmr3r7nKX2JWAk8FdLbVVP/MVSg/t0PEsDfyNaLuziiX80iLsdCtwP/Jx43tfZFwEDTq46kIF44s9Zar8GDiO+JycANw+UoPPE77TUVgf+DlxgqV0MvNPjsGeBoz3xdwcbT9aT+xSiEn+Tnv3VLbWrgZeBY4CZLbXdPfH3+1lvaqLaeleiHcsPen5tltqHwBcttR964i8PNlapD0ttMeAbwOlZ+yQRERERERGRT1EF8+R+AdwCnGCpzVd1MC34FvAaupy5UJ74m8DOwOzAGVkSr3SW2hSW2kFEv20nhvq9Ppj7ZhW0PwV2tdQ2Ki7K1mRVtQcAl3ev+q25HwCzeeK7e+KD7m+c9V/eAPgDsAKwRo8/3wIutdSmH0IsBxA9dA/rbXhnNuTzR0QV83bAPy21mXpbKNv3IiK5/G1P/Pt9fG3HE9XSXx1CnFIvxxLtTn5QdSAiIiIiIiJSX+a64nUyltoywF3E0K1t260C2FJbCngI+IknfkTV8QwHltoBRAuEIzzxH5e890rZ3qOBq4EvD3UIl6U2HXAvUd26Sh3bT1hq2xFVvdt64pdUHE6lLLW9gdOAG4mTCT0rnHsevyBRpX47sPFAie5s/VOJYZ+/JiqbX8r+fES03VkLONAT77eaPKvAXhtYZKA4pV6yK2HGAcd44kdVHY9Ipxk1apRPmDCh6jBEREREpCK7njQegHMPHFNxJENjZne4+6ieH1cFcw+e+EPEZe1bEP1Ip6g4pKE6nBg8939VBzKMnAKcBfww64FcOEttekvtp0QScHFgL2DToSaXATzx94BDgOWAr+caaH4OJFpD/KvqQKrmiZ8B7E30A7/MUpuxr2OzfvJ/INohHTCYKups/R2IHspnE72V7wT+QwwsXIMYHjqYViXHA3MQvZ6lTWTPm18C/6V9BoCKiIiIiIhIRZRg7oUn/nvikuC9gFOqan0wVJba/MSwwj974i9UHc9wkSXtvkz0Pj7HUpujyP2ykx43A98h+uAu54mf1coALk/8H0Ty9ghLbc58Is2HpbY4sBlwcrtdUVAUT/xsYA+ikvjyvtpZEH21tyR6JD8+hPUvAeYBlicS2TsSz/EjgPU88fMHuc7NxHP1MEttqsHuL5XbGViTuCrj7aqDERERERERkXrTkL8+eOI/yRIiRwMfW2oHeuKfVBzWQA4lvqc/rziOYccTf9tS25Wo9DwM+H6B220HrALs64mfluO6hwP3AEcSFc11cQDwCVEpLhlP/FxLbRIxkPQKS+144EHgMU/8I0ttLuC3wG3Z7VDXfwt4IIdQjwMuIZKWZ+ewnhTIUpuW+J7dTbRiEREREREREelXW1TmVuiHwI+ALwK/yy4briVLbTbgK8C5Q6lUlPx44hOB84CvWWqzF7jVN4EngDPyXNQTv59I4h6U9fKunKU2NdFe4VJP/Nmq46kbT/wCYBdgJNGj+gHgXUvtIaJH8yzA/p74pOqi5J9ED+hv1/k9VP43TPM4YFFiIGSVzxsRERERERFpE0ow9yNrOXAU8Qv3V4DfDqYns6W2uKW2QNHx9XAQMCMRq1TnR8T34dAiFrfU1iTaIvy6oORPQgz7O7aAtftkqZmltoaltnKPnsLbAXMDJ5UZTzvxxP8OzEX0Rv480TP3XmIg3+Ge+L0Vhkd25cfPgJWJVidSQ5baIsD1RB/2kzzxq6uNSERERERERNqFefNtW4eNrOruZ0Trg3uAb3niV/Zy3DxASlzS/x9gxewy86Ljmx54EpjgiW9R9H7SP0vtAmATYBFP/PWc1z4P2BRYsKjeqJbaUcTzeG1PfFwRe/Sy53eAn3b70H+Bx4DGiZol2qBFjfQhq0R/HHjEE9+g6nhkcll7n5OIk84HeeJnVhySSMcbNWqUT5gwoeowRERERKQiu540HoBzDxxTcSRDY2Z3uPuonh9XBfMgZJXMhxOXos9A9Du93FJbEcBSm85S+z7wKLA/0RN1IeAnJYW4L1HB+NOBDpRS/AiYmagEzI2ltigxbO2kggdv/QJ4Hvh5GS0NLLX1gB8DFwK7Ev2r/wV8DBjwYyWX25sn/iHwK2D9rApfasBSm8lSOxX4K9FeZRUll0VERERERGSolGAeJE/cPfHzgeWJHrhrABMttbOBh4kE2dXACp74XsD/AQdbausWGVc2iPBwYBwwtsi9ZHA88buAi4FDLbWZc1z668Swu//Lcc1P8cTfIQb9jSES2oWx1OYlkluPAvt44ud54sd64vt74ut74ot64hru1xn+CLwInJe1Y5AKZe9N44i2KscAn1X/fhEREREREWmGEsxD5Il/4In/ClgS+A2wE3E5//qe+Pae+MPZoT8g2lb8yVKbrsCQdgEWAX6aVVpLPRwDzAZ8NY/FLLVZiGGT53ri/8ljzQGcRvTx/WnW3iB32UCxc4hBdDuV0U5GqpN9fz9HVPdfbanNV3FIw5al9hngTGA5YEtP/ChP/KOKwxIREREREZE2pQRzkzzxVz3xbxID3dbwxG/o8fm3iV7MSwFHFxFD1r7gu8B9wD+L2EOa44nfQbR5OKzH0LpmfRGYiWgzULhsgOC3gSWIAZdFSIH1gS9XPYhOyuGJ3wlsDsxHJJnnqjikSllqi1lqR1hq37TU9rPUdrDUNrTUViq4PU0KbA0c6olfXuA+IiIiIiIiMgwowdwiT/zDviqHPfGrgVOAb1lqn2qA3Yos+fA1YEXgOPWoraVjgDloMUGbVfoeAtyQJa7LcjnR9uV4S+34rIo6F5balkSv5ZM98dPzWlfqzxMfD2wFLE70s5+12ogmZ6nNbantaqmtVvA+swFXEe8TvwD+BPwNuAaYCNxvqR2cc5sdLLWdgSOy/U7Ic20REREREREZnpRgLt63iBYaf86r1YClNgPRwuA3wJVED1upGU/8FuL7c7ilNn0LS+1EDI38ZS6BDVJ24mRP4GziefyopfaVLOHdtKz/7hnAXeQ8CFHagyd+PbA9cYLsspyq/JtiqU1tqa1nqf3EUrsDeIF4T51gqZ1lqS1UwJ6NFhULA+sAswKLAqsQVf1fBN4k+q0/a6mdYKktn8O+KxM/O8YDX1VbJREREREREcmDuX6/LJyltjVwCZB44j9sca1lgQuIYYMp8KOsnYHUkKW2NnAT8DExoK+7F4hEz3hi2NZdnviH3e47DVEBfTHRp3jZqirVLbWRRIJ7PeB+4LBmLq3PKu8vJwYIruqJP5ZroNJWLLXtgfOBK4Ctikx4Wmq7AScB0/b41BTZn4+J1+LlwLXAlsSJFYCfAcdnrY/yiCUFjgIO8sRP7Oe41Yk+7rsB0wAf9nLY88SJrCuAazzx1/tYa05gAjAlsLon/nwrX4OItGbUqFE+YcKEqsMQERERkYrsetJ4AM49cEzFkQyNmd3h7p/q0qAEc0kstbOAXYE9PfFzm1xjd+Bk4D1gD0/8qhxDlIJYal8CFuv5YaJicQxRxQjwPvAYMQRtDqB71fNXPPE/FBtp/7Lk8LZEsm1JYCNP/NohrrETkVA8xBP/bf5RSrux1L5OXI2xryd+WkF7LAvcATxAtKXo7hPgduBaT/zNHvdbGPgpsDuRyP0BcIYn/nELsWxDnDQ6Fdh/MEn1rFf1nsA8PT8FLA1sRLxvTAJuIU5qfdDj2M2ICul1PfHbm41fRPKhBLOIiIjI8KYEszTFUpuJGMS3NrCPJ37GIO9nwGjgG8AuwM3Arp74s0XFKuWy1OYnEs1rEUP1XgNeBV7Jbp8GLqvL5eyW2nTAw8AzwNqDjStrg/Ag8BJRQdl0kk46R9Yu4npgBLB83pW12fP1VmKw4Mqe+HNNrDGGGLA5mngOJ8AFQ72iwFJbmkhmP0wket8faix9rDtVFtvniETySD7dAus94Iue+Nl57CkirVGCWURERGR4U4JZmpb1Tr4E2ID4Rf/P/Rw7DZFQ/jowiujH+RvgGE/8oxLCFelTVpV9ErClJ/6vQd7nOODbwFrZoDcR4H+J14lEe4od8jyZYqn9ATgQ2LyZti7d1jFgO2Io3wpED/EjgX8Osgp5JqK6eG5gNU/86WZjEZH2pwSziIiIyPCmBLO0JKum+ztRZTZZ24OsCm1NovfnvkQi4kHgt8Rl2bn0/xRpVfZcfRB4g0iW9ftGkg0omwic7onvX0KI0mYstW8DxxFXaJyX05q7AOcS/ZO/k9OaUxA9kVPiioM7iArpJ7r9eZp4/14WWC67XYNoLbPJUFvLiEjnUYJZREREZHjrtATzlFUEM5x54u9ZatsRfWhPtNRmI1oibAZsSFcfzcuIxPLVdWmNINLgiX+UDSr7C7A9cGFfx2aVnycAbwHfLSdCaUO/JK7a+J2ldq0n/nIri1lqSxA9628BjsghPgCyoapnWWrnAfsABxA9mmfr527PECdkjlZyWURERERERDqNEswV8MTft9R2BP4K/CT78FPZv68ArvHE36gqPpFBOgv4HvBDS+3iLPHWm92B9YEve+IvlRWctBdP/GNLbT+iIvjXwF7NrmWpTU28n34C7F5EW6FszZOzP1hqsxLDPBcjBne+RAwVfFhXn4iIiIiIiEgnU4K5Ip74h5barsCmwGPAQ6pUlnbiiU+y1BKiBcEuwDk9j7HUZgF+AUwATik3Qmk3nvjdltpPgKMstXM88X82uVRK9K7f0RN/MrcA++GJvw7cmf0RERERERERGTaUYK5QVgHXbAJFpA4uAO4GUkvtfE/848YnLLU5idYY8wBb91PhLNLdj4EdgJMstaU98XeHcmdLbVHgm8BfPPE+W7eIiIiIiIiISD4+U3UAItK+PPFPgKOApYC9IaqWLbUfEsPOdgZST1yTjGRQPPEPga8ACwBfbWKJHxKtMXLruywiIiIiIiIifVOCWURadQnRAiOx1L5HJJaPBC4HVvTE0yqDk/bjid9EPH++a6nNPNj7WWorE72bf+OJ/6eo+ERERERERESkixLMItKSrHf4EcAixNDKccBIT3xnT/z+SoOTdnYkMDtw6BDucyzwOnBcAfGIiIiIiIiISC+UYBaRPFwJfBFYyxPfyhPXoDNpSdZW5e/AYZba7AMdb6ltAGwO/MQTf63o+EREREREREQkaMifiLQsq2L+U9VxSMdJgO2Aw4Hv9XWQpWbA8cAzwO9KiUxEREREREREAFUwi4hITXni9wB/Bb5uqc3Tz6E7AaOAIz3x90sJTkREREREREQAJZhFRKTejgamAb7b2ycttamI3t/3AGeWF5aIiIiIiIiIgBLMIiJSY574w8BfgK9Yagv2csgBwJLAdz3xSaUGJyIiIiIiIiLqwSwiIrX3Q2Bv4AhL7RBgDLAxsBGwOnADcFl14YmIiIiIiIgMX6pgFhGRWvPEnwL+CHwReA24jmiZ4cCxwG7ZoEkRERERERERKZkqmEVEpB38CFgceBi4BrjBE3+z2pBERERERERERAlmERGpPU/8v8AWVcchIiIiIiIiIpNTiwwRERERERERERERaYoSzCIiIiIiIiIiIiLSFCWYRURERERERERERKQpSjCLiIiIiIiIiIiISFOUYBYRERERERERERGRpijBLCIiIiIiIiIiIiJNUYJZRERERERERERERJqiBLOIiIiIiIiIiIiINEUJZhERERERERERERFpihLMIiIiIiIiIiIiItKUKasOQERERERERERERGQ4uf/5N9n1pPGDPn7bVRZgj9ELFxhR81TBLCIiIiIiIiIiIlJT9z//Jhff9WzVYfRJFcwiIiIiIiIiIiIiJVp+vpk598Axgzp2KJXOVVAFs4iIiIiIiIiIiIg0RQlmEREREREREREREWmKEswiIiIiIiIiIiIi0hQlmEVERERERERERESkKUowi4iIiIiIiIiIiEhTlGAWERERERERERERkaYowSydxWwZzPbF7BjMzsbsFsxewuyaqkOrhNlWmN2D2XJVhyIiIiIiIiIiIp1nyqoDEMmN2VTAzcAcwCTgaeBx4F5gQ8yWx/3+CiMsl9nMwB+B+YBLMVsT95crjkpERERERERERDqIKpilk2xEJJc/D0yH++K4bwzsATiwS5XBVSAF5gW+BiwI/A2zqasNSUREREREREREOklnJpjNPovZlZitVHUoUqqdgLeA83H/6H8fdX8euAHYBTOrKLZyma0CfB04CfffAfsCnwX+MIweg2kx+z/MfoXZNzDbAbNRmM1ddWgiIiIiIiIiIp2i81pkmM0FnEtUbo7HbB/cz684qvKYzQ6cB3wEPAk8kd0+CdyF+4dVhVaoaI+xPXAJ7u/3csR5wO+BFYF7ygytdGafIb7WV4DvA+B+DmbLAkcBDwA/qyy+8mwLHAy8D0w72WfMfoz7EVUEVSmzbwCbA7cCNwHjcX+z2qBEpJbMZgGWAh7F/fWKoxERERERkRrrrArmqMw8FZgN2AyYCJyXDXzrrK+1b4cBGwJzEy0hjiMS7rcCv6swrqKtD8wOXNDH5/8GfMLwaJOxHzAG+Bbur3X7eEok2o/DbJtKIivXnsCzwIxE65SRwHbAFcChWfJk+DA7HPglkTD6HnA58Bpm/8YsxazzTjiK9Ge4XM0xGGaG2Rcw+x1m12D2LPA6cDtwQrXBiYiIiIhI3XVa0vVrwJZEYu1KYAPgT8ARwEXZ0LPOZTYn0RbhPNxXw30OYBZgJSKptlUH/0K9M/A28XV+mvuLwHV0epuMeA4cB4wFzpjsc+6fAPsQCYOzs4rmzmQ2B1Gpew7uk3B/Ffc7cb8YOBKYAdi70hjLZPZl4HjiZNOSwKzAJsCPgHeJyvYtqwpPKmK2DmZLVh1GJcyOAz7G7CXMHsTsZswuwex4zKYd8P6dZ03gNGKGwYzAVcB3ifZS63f0z00REREREWlZ5ySYo+fsz4BLaVTbuH8AHEBcJh+XhZvNW1GEZfgWkTj74f8+4v4m7vcQiaX5gBWqCa1AUXm5PfAP3N/r58jzgKWBlUuJqxo/BWYGDsLdP/XZeHy2A6YBvlBqZOXamWgBdNanPuN+O3AH8JVhkTQx24tomfIPYO8s4f427lfjnhAn4l4gTj7IcGG2BZE8vAOzTaoOp1Qx7PSLwL+Jq17uJlrpLAIcDhxdWWzV2Qn4EFgI99G474P7ccD5wPzAwpVGJyIiIiIitdYZCWazGYBziJ6z+02WWHN33E8gWmYsC+xeSYxFi97TBxMVm/f3csRV2e2m5QVVmvWAOYlfhPtzITCJTm2TYbYWsD/wK9zv7fO4GHo4nqhg7VR7AvcTbXJ6cyKwPLBuaRFVwWw7oirxemCXyYZfNsTHziSucJirxOikKmarESfcJhL9+f+F2f6VxlSujYmWSinuX8F9F9w3wn1l4qqnwzFbo9oQSxQn2nYErsL9jR6fvTm7XbvcoEREREREpJ10RoIZfg0sQ1TnvdzrEe7XEgnoZcoLq1SHA9PRvXq5O/f/EAm3Tkww70Rc5n95v0fFc+MaOrdNxneA5+nrOTC5K4GRWUuNzmK2CLAOcFavVdzhr8AbwFdKi6tsUZV6LjAB2HaA6v7TiIrvPUqIrD7MNsr6za5TdSilidfHP4ifh1sSJ1muAU7B7CfDZF7BbkR/4St7+dxhwHPAqZhNU2ZQFVqNqN7ubYbBvUT7qbVKjUhERERERNpK+/8iabYjcanrcbhfM8DRD9OJCWazeYjq5bNxf6ifI68C1uuo/pJmUwA7EO0x3h3EPc4FliAGvnWOeBzWAy7F/e1B3OMqwICNCo2rGo0k6dl9HuH+DpFU3TF7/XSWOIFyOvGetznub/V7fFS8T2C4tMkwmx2zPwNXE0NRz8FstoqjKp7ZrMC/iJORW+D+PO5vAlsDfySGP57dUT8jeoqvbTvgQtw//NTno4L3S8QVDkeVGlt1dgI+Bi751GfcPwZuQRXMIiIiIiLSj/ZOMJtNBfwcuIvB/SL4ENGDt9N8G5iagStXrwSmJao7O8W6wNz0XnnVm4uIX6Q7rU3GysRAxxsGefwEooKvsyraI7G6J3Az7k8OcPQfgKmA/YoOqwJLAPMC/4f7a4O8z2nAKlk/+85kZpjtBjxADHk8lngPmZdG7/5OFX2HLwSWArbH/b7/fS7apHyZuApi1+y4TrU5MBNxFUPv3C8DTgW+g9mokuKqRld7jOtwf7WPo8YBK2E2U3mBiYiIiIhIO2nvBDPsBSwKHNlrb9FPewiYv6N+STKbDzgIOBP3RwY4+gbgIzorqbgT8B5RlTew+AX6SjqvTcb62e3gEszuk4jL4jfpsMdhJWKQ5ZkDHun+IHAd8OWsAryTjM5ubxnCff5KDPnaJ/do6iAqlP9B9Ot/ChiF+/dxvwlIgd0x68wWIfEaP4UY6Lg/7td96piYV3A88ANgc8yWLzfI0uwKvES89vvzTWL4Zae3ylgJWJL+T9LeTPx/cXQ/x4iIiIiIyDDWvglmsymB7wN3Av8c5L0ezm47qYr5O0QV5jEDHhltAW6iUxLMkRTcEfhX9rUN1nnEiYnViwirIusBj+D+7BDucyWwEJ31etiLqFAfaOBjw4nAwkRVYydZE3gHuG+gA//H/RXiEvk9s2rXTvMN4HPZ7Rjcuw+A/Ckx+PL3mC1cRXAFW4eo2P4h7mcMcOwpxDDUvQuPqmwxEHhr4IKs9UPf3F8nWmWsCBxReGzV2RH4hLi6py+3Ao76MIuIiIiISB/aN8EcVUhLAsf0M8irp0Z/4s5IqJnNT1zW/BfcHxvkva4EVsZs3uICK81axKXtg22P0XAxUanZGW0yItH+WQbfHqPhquy2k0447A5cliVLB+Mi4L903rC/0cDtWaX6UJwGzAlskXtE1dsJuBH3X3/qcYlk497AFMBpHTjobk9iEOrPBjzS/UViYOpeHVjZvzUwPf21x+jO/Z/AX4DvYbZygXFVqfG6eLHPI6Iv9T2oD7OIiIiIiPShPX+Jjl/+f0BMN794CPd8jKjC6ZRBfwcQvZd/PIT7XJndbpx/OKXbGXifwVewh6hMu4Jok9Ger4HJrQTMClw/pHu5P0G8JjbJPaJqfBZYADhr0PeI1jonEy0BFisornLFELNViKrDobqCSLjvk2NE1Yt2D8vR38moOEl3KNFG4hulxFWGqEbfGbhokANAIQZELkhX651OsSvwHHElz2AdRvxfabsiAqpU1+vib4M4ehywZgeedBARERERkRy0a3JtR+KXoh/h/smg7+X+PvAknVLBHJVHY3F/fAj3uQt4mXavWo3E8I7A5bi/1cQKFxDtITqhKm297HaoFcwQJxw2yAZmtrs9gbeBS4d4v5OJE09fyj2iaqxKtM0ZeoI5KnnPALbEbO6c46rSTsT3+O8DHPdnoqr9J5itVHRQJdkUmB04ewj3uRR4A/h8IRFVwWwWojL/vCH+v+EV4FE642dFTztmt4MZ6ngzMDPR415ERERERGQy7ZdgjsTiEUS7i6G2RiC7X/tXMJstS/SGHEzlUZf4xfoq2n+426rA/Az16+/SGPD02XzCqdT6wGO4/6eJ+14FzEj07G1fUbW7E3Ah7u8O6b7uzxAJtf07ZJhXYxBXMxXMEC0BpgQ6aeDdTsDNuD/X71HRbulLwJvA0cWHVYo9gFfounplYO7vEb3qd8RsxoLiKtu2xBU/5zZx34nElSKdZkdg3ICvizAuu1UfZhERERER+ZT2SzBHD8WVgB830V8UYtDf0m2eXIWhVR71dBXRu3jF/MIp3Zjs9sam7h1JxSeBdXOKpxpxwuWzDLU9RpfriIFe7V3RHsPbZmEo7TEm93tgLrpeV+1sTeCZQSaNPs39PuB2YN8OeJ8Es2WAEQz2hKT7S8A/gPXavoVOJIe3Bc7P2sEMxenADMD2ucdVjd2Ap2juxMtEYAnMZso3pAqZLUlUZQ/2RP0TRPsc9WEWEREREZFPaa9fniPZcSTRN/acJld5iKjYnC+vsCqyI3BLC1Wr0N5JxTWJXprPtLDGjcBn2zyJNgKYjebaYzT6Ud9G+/dhXgf4gK7K9KG6mrgM/qDcIqrOaOCWFtc4jTiRt2rL0VSvmZNxNxBtJdq9HcA2xFC7obTHaLiZSCq2f5sMszmI97i/DmEocHcTs9sR+QVVuaG9LuJxG4cqmEVEREREpBftlWCOKsXVgGOzXqHNeCi7bd82GWaLE4mfZlqEkCWl76e9E8xjiAR7M8mChrFE1Wo79+ReP7ttLsEcrgRWx2y21sOpzGrAxCaqNEO0jjkRWBuz9u21ajYPsCjNt8doaLQR2KLFdeqgcTJuKCejGq+n9fo9qv72JE7C3Tzke8Z76xnARpgtkHNcZduBaPvSTHsM6Eowt+97w6ftCNyO+1NDuM/NwOKYzVtQTCIiIiIi0qbaLcH8feBp4pfeZj2c3bZvgrmr8qjZ/sMQScXPYjZdDvGUK4aPLU7rVZqN9hrt3Id5feBx3J9uYY2riPeCDXOJqGzRxmAk8O8WVzoVeI/2rmJu9F9u7bURg80eAlZvNaBKxcm4kQz9ZNyTRGK2fd8bzOYCNgPOHtJQu8mdARiRqG5nuxE/++9q8v7PAK/TKQlms0WI1/ZQ/w+hPswiIiIiItKr9kkwm01P9P47DfcPW1jpWeBd2rtqdSfgDtyfbGGNK4FpidYC7aYxkG58i+s8ArxIu/Zh7uq/3Er1MkSLjLdo34r2xYCZaTXB7P4a0XpnL8xmySGuKqwJfEzryXaIPsztnWBu9mRcVO/eSPRhbtcWOjsBU9Bce4zg/iiRVPxC2z4OMQB0XeDipq94ifvdTackmKMvNwx9hsO/iVZE6sMsIiIiIiKTaZ8Ec/TCNJqvQApRyfUI7VrBbLYwsAbNtsfociPwIe2ZVGwk0e5oaZVIGoylfasUVyT6xF7f0irRVuJaYNM2TSKNzG5bez6E3xM9a9u17+xo4G7c38thrduB+dq8PcJOwIQmT8bdAMxNu/6sgD2A+4B7WlzndGB52rcf9yrAVLR+QnIiMKLtBz+GzwGP4P7IkO4VJ/dvRxXMIiIiIiLSQzv9orRSdnt3Dms9RPsmDXbIbltpjwHu7wA30b4J5rtySqLdCCySJe7bzfrZbasVzBBtMhYFlshhrbKNBD4ikmmtcb+DqOg+qO2S7WZTEBXHrbaOabg9u23PKuZoA9DKybj27cMcX/s6RHuMVvrUA5xHnIxs15Mua2S3t7W4zkRgBtrzPbJLVHSvD1ze5Ao3A6u1ZXstEREREREpTDslmEcA7xBT7Vv1ELAYZlPnsFbZdiIqFIdWedS7m4EV2+oXRbMpiYRBXkm0sdltO7bJWA94cohDmvpyZXa7SQ5rlW0kcC/uH+S03u+BZelK4LeL5YCZaH3AX8NdxJUC7Zlgbv1k3CPAf2nHBHP0HIZo+dKaaB1zKbAHZlO1vF751gCexf3ZFtdpDPpbqd+j6m9dYDrgiibvP46oCF8tt4hERERERKTttVOCeSUiidTssKLuHia+9vaqRDKbn7g0tdX2GA0TicdhhZzWK8MKRBVZXgnmu4E3abcEc1ymvR6ttsfo8ijwFDEUrH1ElXEeA/66Ow94lfYb9pfPgL+GuELgXto3wbwTcaXDo03dOyp/byCGobZXNXsM5RuHex4nZCH6OM9FV//7drIGrVcvQ1wh8Qnt34d5M6Ii/fom798Y9Kc+zCIiIiIi8j/tkWCOX+5XIp/2GBAVzNB+g/62J/pQt9Yeo0vj8Wyniqy8BvwF90lEJXe79WFeHpiDfNpjNJJplwMbtlll/4LAnOSZYI7E6p+B7bOTOu1iTeA1ovI2L7cDo9ouwRp9o/M4GXcDsACweMsxlcVsBHHFT/PD/T7txuy2vZKKZrMDS5FHgjneFx6i/RPMnwPGZm2yhs79ZeIkvfowi4iIiIjI/7RHghnmJZJprQ4rang4u223Psw7Ag/gfn9O6z0GvEt7/cI8BniJfFqlNNwILIfZXDmuWbT1s9vrc1zzcqLFwpgc1yxaY8BfnhXMAH8ApgAOyHndIo0Gbs2h5253twGz0W5Xe3S1x8hjGCq0V5uMzbPbvK50aSQVHyD6OreTRvV9HhXMEFf9tNPPy8mZLUhcBdRs/+WGm4jK/mlaD0pERERERDpBuySY8xzwB+5vAC/QTglms7mJJEeeSYNPiKR9u1Uwj885idbow9xOyZP1gadwfzLHNa8leu5+Lsc1izaSuGw9r6sbgvtjRBLmwLboO2s2E5E4yqv/ckNj0N8a/R5VP7sRLZUeGvDI/t0PvEx7JZhXAZ7G/YWc170JWDtrz9Mu1gAcmJDTehOJobCz5rRe2RotkJrtv9xwLjArsHWL64iIiIiISIdol18UGwnQvCqYIS51bacWGdsR36+82mM0REVWO1wCH5c7L0N+/ZcbJgDv0y59mON7tS5d1ZX5cH+T6K/ZTn2YRxJV/e8WsPZpwHzAqgWsnbdRxPtD3gnm+4D3aKc+zGZLEJfvn9nyWnEi60baq4XOynQNpMvTTURScfkC1i7KGsT7w5s5rdfug/42A54jequ34hrgGWC/liMSEREREZGO0E4J5mdxfzXHNR+mnSqYYSvgcfKu1Iz1ZiP6jNZdvkPMGtw/IBJz7ZFghnmAuYE7Clj7cmBVzOYtYO0i5D3gr7u7sttlC1o/T43XRl6tAIL7x8CdtFOCGfYiqlbz6kF8A7AoZgvntF5xzKYlfq4VlWCGdrnSI07EjSbf10Tj52/7tckwmxLYBLii5SuAYnbBX4DNsrYbIiIiIiIyzLVLgnkE+SdWHwLmwmy2nNfNX/yiPAa4IefWENCViGiHX5jXJNoh3D7QgU24ERiZtRqouxHZbZ4V/Q2N3pybFrB2viIJPj/FJZgfJ1qGtEOCeU3gEdxfKWDt24nXxpQFrJ2veK/cC7ge92dyWrUxSLMd2mSsQPQOLyLB/ATwPO2SYIZFgLnIt6r/OeAV2uPnZU+rExXorfZfbjiN+D/k53NaT0RERERE2lj9E8zR/3R5ikkwQ3u0yVgcmJP8W0NAV5KyHS75HQPcg/vbBaw9lng9tMOAuxWz2yISzBOJ/uTt0Ie50bqimASz+0fAo9Q9wdxVqVnE+wNEgnk62qM1wmhgSeCMHNe8F3id9kgwNxKf+SeY4+TmTbRPgrnRNzy/CuZ4DNp10N/niBO0V+eyWvSpvx7Yry1abImIiIiISKHqn2COy32nIv9k2sPd1q+7NbPb/BNIMfDwSer+C3MMlhoNjC9oh/HAJNqj1+oI4EXcX8p95Rj8eAWwKWZT5L5+vkZmt3cVuMeD1P89YmFgXvLvv9zQuGKgHdpk7E30U8+vV320AxhL+ySY3wEeK2j9m4ghdwsVtH6eRhPPhbz/7zARWLEN3h972gy4LedWY38GlqB92kuJiIiIiEhB2iHB3GgHkHcFc+Py97onjyB+UX6HGLhVhLupfwXzcsDMFFWlGVXR/6Y9flEeQTHVyw2XA3MAqxW4Rx5GEm0h8hrg1ZsHgaVq3h6i8X0qonUMRBX369Q9wWw2NbAbcFEBz4kbgCUxmz/ndfO2MnGVxycFrd/ow7x2QevnaQ3g39mVCHmaCEwLLJXzusUxm4N4PK7IeeW/AW+hYX8iIiIiIsNeOySYVwI+oqulRT7il87HaY8WGWsCt2eVdEWYCCyD2XQFrZ+H4qq4u9wIjMZsmgL3aE1Uza1AsQnmq4ghaXVvkzGSYgYddvcgcQXFYgXv04rViJNleZ+EC5GsnEBXy4G62hyYHTizgLUbfZjre4VDtClYmWL6LzfcDbxN3dtkxAmh1ch76GVop7kFDRsDRn79l4P7u8A5wM6YzZzr2iIiIiIi0lbaJcH8AO4fFrD2w9S9gjmSvqtSbGJ1IvFcqHOP1TWB1+hqbVKEscA01LtSczGiH+69he3g/jJRDVvfBHNU5C1KcQP+Ghonturch3k14D7c3y9wj9uBEZhNW+AerdobeAm4soC17yIqNevcJmNhYohbcQlm94+JdkL1TjDHSbjpKCbB/ABxQqedEsybET8/i7jK4c/A9MAuBawtIiIiIiJtoh0SzEW2A3iIuPy9zo/DqsCUFJtgblQ+1vkX5jHALdmQpaI0Lv+uc5uMRsuYIiuYISrdRmM2e8H7NKvYAX9d6p1gjqrVkRT/ONxOvA+tUvA+zTGbFdgaOKeAlgiNxOpN1DvBXNyAv8ndBKyE2SwF79OK0dlt/glm9w+IJHOdf152ifeIzYCrCroK6jbi8VCbDBERERGRYazOiVUwmw1YiKIu/Y5q2GmzPeqq8YtyUQO8IAZCvUtd+zBHImN5ik2yg/srREJxTKH7tGYE0b6iqH7cDVcQ7w8bF7xPsxoD/u4sdBf314AXqGuCGRYE5qL4ViF1H/S3MzA1cEaBe9wILIfZ3AXu0YpGwrPok083Ee0W6vw+uQbwCtEGqwgTaZcEM6wIzE/+/ZdDnPT9MzAGs+UK2UNERERERGqv3gnm4gb8NTSqE+vcJmNN4Cnc/1vYDtFj9R7q+wvz6kRCY3wJe40D1sqqvupoBPA47u8UvM9txGC3urbJGAk8ifurJez1IPVNMDcG/BWdYH4W+C/1TTDvTXyfinwcGn2Y69oeYmXgMdzfKnifW4FJ1PdxgEgw31bgFS8TgQWyVj1113gPLybBHM4gnhP7FLiHiIiIiIjUWLskmItskQH1HvS3JkVX7oaJxGXPdUysrgt8QjH9NHsaB8wBLFXCXs1YkSL7LzdES4CrgM/V9DlRRluIhgeJytU6Pg6rEa+Nok7ChUjU3U4dE8xmixLvEWcW3ELnDuA96tsmo+gBfyFObv2buiaYzWYkejAX+fOiHdpKNWwO3Iv7s4Xt4P4C8A/gC5hNVdg+IiIiIiJSW3VPMK8EvAo8V9D6LxCDm+pZwWw2HzG4qYwE893A7MACJew1VJsS1WhvlLDXuOy2fpd/x4C1pSj+EviGy4H56DrRUw9mMxOPQ5kJ5tmAOUvabyhGAvfj/m4Je90GLFPD3rt7ZbdnFbpLDJodB3y20H2aEUnVJSgjwRxuInq0T13SfkOxGvF/myLbSjUe53q2lWqI1+q6RPK3aCcD86AqZhERERGRYakdEsx3F1aVFutOJC6nraMy+i831PMX5ujDvQZwZUk7Pki0hlirpP2GYjlgCspLMDcuqa5bm4xVstsyE8xQtzYZUVG9GsW3x2i4nWhVs9pAB5ZsD+BG3J8sYa8bgZWzoYJ1MoL43pSZYJ6Wrl7oddL4eX57v0e1Iip2X6CuQy+7bEoM5ywjwfwv4gTMMZjNVMJ+IiIiIiJSI/VNMJt9hviluehk2rXAqBomDCDaY3xE0YPMQuNxrtslvxsRz9NyEszRj/oW6plgXjG7LSfBHJdU30P9EsyNpNbwTjDH4K55KO9xmJDd1qdNhtkMxImXq0ra8UYikVu39hCN9+2yEsw3Z7d1exwgEsyP4/5ywfuMJ6qD62wr4iqw4q+CihP23yTek75d+H4iIiIiIlIr9U0ww6LADBTdWxSuIR6HOvbVXBO4E/f3C98p2k88Sd0qmKMC603K6b/cMA5YoYYnHUYAHwKPlrjnVcDaWXuOuhgJPJ9VEZbhaeB96pdgbiTay6lgdn8FeBwYVcp+g9Polf5Qv0fl51biNVi3NhkrA28AT5WyW7z2HqGeCebRlPPz4lpg8awHeP2YTQFsAVyG+6RS9nS/FTgH+BZmC5Wyp4iIiIiI1EKdE8yNRGfRCeZbgHeBjQveZ2jMpiQSOWW0x2i4mzpVMEcLgE2Ba3D/qMSdxxFViqMHOrBkI4AHSn4sbgKmpl5tEVYG7iptt6hqf4j6JZgbA/7uKnHPGAZaH43++eUkmN3fI5KXdTshuTJFtpPq3U3AOtnVRvVgNi+wEOX83Lwuu92ghL2asTrRN76M9hjdfY/4+fmTkvctnJn9ycw8+/OJmS1WdUwiIiIiInVRn18MP20lwIH7Ct0lBjeNJVox1MkKRAV3GQP+GiYSQ7zqUq26FLAI5fVfbriNSNzVbdBfGS1jemoMPVy75H17ZzYV0RKh6BNPPT1IPRPMD+L+Tol73g0sidl0Je7Zn0aC+ZES97wRWC0brFe9SPCuRHntMRpuAuagXkNyG+1biuu/3OU+4CVgwxL2asZWwCS6eumXw/0p4JfAXpjV6WqHlli049m5+4fQQEMRERERkf+pc4J5BPBYScmTa4DlMJu/hL0Ga83stswE893Ec2KFEvfsz2bZbbkJZve3iERuffowx7DDBSg7wRyXwj9KfR6LpYGpKD/R/iCwWI1OvkAkmMvqv9xwD/EesXzJ+/ZlGeDprLK4LDcQwzbrcgJqceJkZBUJZqhXm4xRxMnB4ucWRLX4tcAG2dU2dbMVcDPur1Ww90+BF4Ff1vSxacZOQM/hhV+wzvn6RERERERaUucE80qUV6V4dXZbp0qkNYnqqCdK3LORoKjLJfCbEicZHq9g73HAmlkfyzpoDPi7t4K9bwbWqkmiYER2W0WC2ejq+Vsts/mA+Sir/3KXxuNel/eIZSiv/3LDeKIytC5tMsoe8NfwCPAaMVSvLlYH7sP93ZL2u5Y48VeP94UGswWJ50XZ7TGC+5vAUcQQxO0riSF/+2a3HwFnZX9fhHr9v1FEREREpDL1TDCbTU/8wlZWEmki8Ar1apMxGri15J6ajxP9qKvvw2w2NdHbsuz2GA3jiGqlulRzV5VYhXgs5qIeSZSVgI+JhG+ZGvvVpR1AuQP+ujwGvEfX87E6ccJjacpOMMcVDndQn0F/KxNVu+WefIqfTbfT1ZaiWvF8GEU57TEars1u65Zk3DK7rSbBHP5EtBE5Pvt53rbMbHG6Xu+XEy1AGvb99D1ERERERIafeiaY4/Jro6wK5hjidR2wcS2qNM1mJfrMltkeg2zS/D3UozpxDHHZd1UJ5vHd4qiDEcAbwH8q2Pvm7LYOfZhHAA9lvdPL9HB2W5c+zKsRPervKnXXeI+4jzokmGFe4iRQ2RXMEH2YR9ekZcrKwMMltwlpuB1YMTspXLWFiRNhE0rc8zHiPbluCeatiBPGZZ+I6+L+MfAtYAngq5XFkY99iP+TApzu7v+maz7IDmY2SyVRiYiIiIjUSF0TzA8CGxO9LstyDbAg9ajSbFxyXG6COdwNrFyDRPumxGXo1w50YEEeJ3pI1qX38IrAvSVXtDc8ALxOPR6LEZQ/4I/skvunqE+CeSSRVHyrgr3rchKqUU1eVYJ5auJKk6qtTPntMRpuI/pRr1rR/t01BsqVl2Du6sO8fjZssXoxgHMj4J8V/bzo4n45kAD/qjSOFmQ9lr+Q/fN14NLs72dkt9MBu5YcloiIiIhI7dTjF6Ke3N/G/RrcXylx12uy2zq0yViTqE4s81LfhonA7ESyvUqbAeOzXo7li1/Mx1GHpGr8gjuCatpjNCr8x1F1BXNUiS1CVY9DnPiqS4J5Ncpvj9FwNzA3ZnNXtH9DI8H8cL9HFeMm4j262jYZcbXLIlSXYG78jKpDm4xRRH/csk9AXUtUTtelndIGRNKzyvYYXdx/iHsVJ4HyshFRHQ9wvrt/kP39TKI1DahNhoiIiIgIU1YdQI08CjxN/DJxYsWxjAburyi5emt2uy5wdgX7g9lcRIVmUsn+XcYB22E2N+4vVhjHgsAsVJdYhXgstsBsdtxfrSiGxqDDKhPMX8TMKq0MjMTuglSXYG48/iPoOjFXhWWIftDPlL6z+2uY3U0M+jum9P27NCrJq0kwuz+P2bPUI8G8OnA3XQnAslyX3W5Ite/RDVsB71DuFWCdrHvy+PTGX9z9WTO7jvg/45pmtpy7PzCUhR9/6R12PWn8wAeKiIiISEe6//k3WX6+masOIzf1rGCuQiSMrgE2qPRS16hWjQF/1bgTeI1qK7k3IvodVtV/uaEufZirHPDX0OjDXGVFd9WPw0NEX/AFKtq/YbXs9t8V7d94/Ktuk7E08EhWYV+FG4G1Kh5g1hjIWlUFM9Rh0F/XgL8y+y8H96eJXszV92GOx2Er4MoKEu0dJ+utvH32zyfo+jnYcHq3v+9TRkwiIiIi0jmWn29mtl2l6vRCflTBPLlriGqVVaguebMwMAfVtMeIIV5RlbNxhZWamxJJ7vKTBZO7g7jkegxwcYVxNCp3760whtuAj4kEc1WXXo8A3iSuNKhCY2DWslQzbLFhZHZ7ZyW7u7+I2QtUP+hvGap6DMINwNeI70cV/fIhEsyvAM9VtD/Ee8N2mM2G+2sVxbAkcZVHNT83o03GLphNkQ3CrMoIYCEgrTCGTrI70W4E4Ez/9P+H/gb8njjxuLeZfd+H8P1ffK4ZOPfAqs9fi4iIiIjkQxXMk2sMlNu4whgayaOqEtwAVxOJ7iVK3zkqsDYDrq74F3Vwf4/4PlTdh3kE8GyFyZvGkLs7qbYPc/Shrq49RfcEc5VWIyp336gwhnuoMsEcVcOLUc2Av4ax2e16FcYQQy+rHebWSOqO6veoYpU/4G9y1xIJ7qqHHW6Z3bbtUL2a6d4e44yen3T3d4C/Z/+cD9i8jKBEREREROpICebu3J8H7qfa9hCrAZOoth1Co69qFYn25YH5qb49RsM4YPWKL4OvbsDf5G4G1qjksYgTDytR7ePwX6KCug4J5ipPQEF8H1bAbIqK9l8CmIJqBvyF6Mv+IFUN+ovXxPLAfZXs36WR1K2yTcbqwPtU91h078Ncpa2ACdn/ZaQFZrY8sEb2z1vc/ZE+Du3eJkPD/kRERERk2FKC+dOuBtbFbJqK9h9JDPh7r6L9AR4hBmdVkWjfNLu9qoK9ezMemJZom1I+s6mA5ahHgnkc8VhUUaVX/aDDqBJ9kCoTzGZzElcXVDXgr+Fu4tLx8q9yCMtkt1VWMEO0yVinokT7wsCMVJ1gdn+dSPSvMcCRRRoF3In7x5Xs7v4C8X2oLsFsNiMxv+GKymLoLP1WL3dzDfBs9vetLd6jRURERESGHSWYP+0aInGyZuk7R0Va9dWJXQMPN6xg4OEGxOX/T5W8b1+qHvS3LDA11fZfbqhy0F/VA/4aqk0wd7XQqTrB3Pg+VNUmY+nstuoE843AzHQN2yvTCtlt1RXMUOWgv0juj6T6nv3XESenq7raZXWiqv+mivbvGGY2JbBXtw+dYGbe2x/iirPGZJapgD3LjldEREREpA6UYP60G4BPqKZ6dz5gbqpPHkFUcs9O+ZW7ywN3lbxn39z/QwyVq6r38I6A09UfvDruzwFPUs1jUacE8wKYzVTR/tUO+OtyP/E+WVWCeRnghYr7UEMkmKGaNhl1SzDPj9n8Fey9LDFkraoBfw3XAtNTXauQxom/qgZOdpLNgXmbvK/aZIiIiIjIsDRl1QHUjvsbmN1O9B8+quTd6zDgr6GR0NyIsuLpGtx1Tin7Dd54qkiqRkX7nsB1WaK7Dm4GNsLMSh4sthLwTHY5fpUag/6WoZqKyVWBJyod+AgxANPsEeL7UoVlqL56OU5AmT1ODPr7dcm7rwg8j/urJe/bm0Zyd3Xg4pL3rnrAX8MNxMnADem62qNMawH31eA9shN0TxL/hTixOpA9gKWAlc1sVXev+iSgiIiIiEiplGDu3XXAtzCbHvd3S9x3JPEL6sQS9+yd+/OY3Uck2n9W0q5LEFX11SeOJjce2BWzBUtO9K4OLAkcW+KeAxlHJL0XAx4vcd+6DDpsJJiXo7oE810V7Nube6iqN3kkmP9e0d493QBsg9lncP+kxH1XoB7VyxAV9ZOIPsxlJ5hXB96m6p8b7q9idieRYD6m1L2jldUY4G+l7tuBsh7KW2X/fAv4ig9iJoaZvUbXSaZ9qf4qExERERGRUqlFRu/GEcn3kQMdmLORwEO4v13yvn25hnIHHtZlcFdP47Lbsvsw7wl8QL2SBuX3YY7K9mWpR4L5UeA9uqomyxNtOZaiPomLe4AlMJuh1F3NZgfmJAbL1cGNwBxEe59yREJxOeqSYI4E3D1U0x5iFHBHycn9vlwLrIXZ9CXvuzQwG10/q6R5exG9lAH+NpjkcuYcoDFkcg+rrhe3iIiIiEgllGDu3a3ZbdkJxZHUoz1Gw9XEwMOyHoe6JpgnAu9TblJ1SmA34B816DPb3b3Am5TbMmQZ4hf+6hPM7h8RPU7XqWD3xiC5uiSY7waMrl7AZanLgL+GKvowL0r0+61HgjnEoL9o7VMOs6mIKvqq22M0XEMMZS27pVLjZ5MSzK3r3h7jjMHeyd1fBK7M/jkHsE2eQYmIiIiI1J0SzL2JXxQeo8wEs9lcwELUK8F8A3HZc1kDD5cB/ov7myXtNzjuHxIJjDJPOGxMDHw8q8Q9B+Y+iUiwlplAaQySu7vEPfszFlgFs5lL3nfV7LYuCeZGwr/sQX91OxH1BPAfyk0w12nAX8NtwKxEW5+yrAhMQ/UD/hrGAh8R799lWgt4lfpU9bclMxtJV1/5Z4Hrh7hE94S0hv2JiIiIyLCiBHPfxgNjSqzGaiSP6pNgjkRvY+BhGZahvr8gjwNGYjZtSfvtCbwO/Kuk/YZiHLAiZrOWtN8I4tLjuiQUxxLvnWVf4bAq8BLwXMn79uUJ4B2qSTB/nO1fvRh2eSOwXok/LxoJ5vtL2m8wug/6K0tdBvwF93eI98cqEszjSh682om6J4XP9qG3XbmYuMIHYDMzmz+fsERERERE6k8J5r7dAswLLFzSfo1+z3WpTmy4mrjsuYxqzaWpTxKxp/FEm4bi+3JHT9vtgQtw/6Dw/YbuZqI1whol7TcCeDCrJK+DW4jK/nVL3ncV4K7aJJEi+XIfXRV/ZVkGeCxrV1IXNxA/L8qq3l0BeBb310vabzDuI/qTl5lgXh14jXIHjg7kamBVYlhc8aIn+XLEzyhpgbt/zd0t+/PtJu7/nrvPkt1/Snevy8lAEREREZHCKcHct8Yva2VVKa4GPF6zhAFET8kpgPUK3aVrcFedE8xQTh/mbYAZgDNL2KsZtwMOjC5pv5WoQ//lhhjCeSdlJphjYNSK1O8E1N3AiFL77tbzSodGH+Zi3ye7rED0Q68P94+J52fZFcwTanPSJVxNnIDboKT9Gu/D6r8sIiIiIiKVUYK5b3cT1VhrlrRf3Qb8NYwnHoeiL/mtW1/Vybm/QFTJlXHCYU/gGaIVQ/3E0MEHKOO1EW04FqJOCeYwFhiN2TQl7bc8UUFftwTzPcSJoXlK2c1sCqJKuG7vEw8BL1JGH+Z4DJajXv2XG24jWglNWfhO0a5oBHVpj9FlAtEmoaw2GWsRV1TUpQ+1iIiIiIgMQ0ow9yWqsW6njISi2WzA4tQxwRwtGsZS/KC/eieYw3hgrUKrNeOy6s2Acxh6/8cy3UokWIuuXF0xu63LgL+GscRwsVEDHZiTug34a2gk/stqk7Ew8bjX632iex/m4i0OTEs9E8y3A9PR1SO6SCsDU1K3xGr83+E6yk0w35X1fxYREREREamEEsz9G0/0Uix6sNsq2e0dBe/TrKuBFTCbr8A96jW4q3fjiT6rixS4xy5E0uSsAvfIwy3AHESyq0iNAXJ1q2C+Kbstq03GqsRAvUdK2m+wGt+Xsgb91flE1A3AwpgV+f4AXcnbuiaYoZw2GY096lbBDPEzc3HMin1/jErx0aj/soiIiIiIVEwJ5v41BrutVvA+dR3w13BNdrthgXs0Bnd9XOAerSqjL/dewL24161it6dbs9ui22SsBLxBtAypD/eXgAeBdUracRVgYu2q2t1fBp5HCWYorw9zI8F8f8H7NONR4HXKGQC6OvAC8J8S9hqqq7Pboq/8GUH061f/ZRERERERqZQSzP27JbstOok2EngmS1rV0V3AWxQ74G5p6pk06u5u4F2KSjBHtdsY6l+9DFE9+Q7FD/obQSTc6zTEq2EssDZmxb6PxvqrEK/DOrqHchPMrwN1fK+8F3iN4vswrwA8jftbBe8zdPE6vZlyBtytDtxe0/eGh4BnKb5NRuNnkRLMIiIiIiJSKSWY+xOD3Z6g+D7MdR3wF6Jq8naKSibWd3DX5KK6+jaKez7smN2eU9D6+YnHYgJFnnwxm5qoYK5rNfdYYFa6+kQXZXFgJup7hcNdwIqYTVfCXssAD9cyqRjvk2Mpp4K5ju0xGi4HlsRsycJ2MJsZWJZ4P66feH5eDWxU8AmotYDngKcL3ENERERERGRASjAPbDwwprBhZmYzEkmT+iaYw63AygUlkRahjoO7ejceWAWz6QtYezTwOO5PFbB2EW4lHouiepRvTSRWLylo/VaV1Ye5rgP+Gm4Epqb4Kz2g/lc63EgkV+cvZPXoubss9U4wX5bdbl7gHqsBRt0G/E3uaqJP/coF7rEWMK6WJ1xERERERGRYUYJ5YLcA8wMLFrT+ysQvyu2QYJ6SrmRXnurcV7WnccTjMKqAteOS7/ZxC9GjvIjnBMA+RHXeVQWt36onicvgy0gwf0y0YKijm4BPgPUL3cVsBuJ9uM7vEzdkt0U9J5Ygkvl1fS6A+2PEMMoiE8x1HvDX0JhdUEybjBi6uxga8CciIiIiIjWgBPPAih7s1hjw1w4JZiimTUY7JZgbfbnzfT6YzQ0sTL0TJj0V95wwm5dIUJ2B+6Tc189DVA2OBdYt7AqHsCpwP+4fFLhH89zfAO6g+L67jT7PdX6fuIvoV19Um4zGgL86VzBDtMnYoMC2KasTV3u8XND6rXN/nvg+FdWHWf2XRURERESkNpRgHthE4H2KSzCvBrwAPF/Q+vlw/y/R57GoBPNrQH2TBQ2R0HiE/J8PjYro9qlgdn8OeIZiWiPsBUwBnFbA2nkaS1zhsFiBe6xCfdtjNFwPjC6odUzDDkQl97UF7tGa6E1+M8UN+mskmB8oaP28XAZMS3GPwxq0x3vl1cQJqGkKWHst4APq/94gIiIiIiLDgBLMA3H/iKgqLbKC+d9t0kPxNopJMC9NXQd39W48sFbOVaujAKf+lew93Urez4l4XPcBbsH9wVzXzt/Y7LaYlghRyT0vURlbZ9cRrRuKeZ+MQWm7Alfg/mohe+TnRmAFzOYsYO0VgCdwf6eAtfN0PXFiNv82GWbzEFd7tEuCeTqKeV2MASbU9soGEREREREZVpRgHpzxwKq5VyHF5cPL0z5JxVuBRbN2Dnlahnpf9t7TOGAuYPEc1xwFPIj7WzmuWYZbiOfEPDmuuRqRSDstxzWLch9Rfb9OQevXfcBfw03AJIrrw7wmkVT8a0Hr56nRh7mI6t0VqX97DHB/j0gyF9GHudF/+bYC1s7bjcTrIt82GfF/kVGoPYaIiIiIiNSEEsyDM56ozhs50IFDNJJoA9BOCWaIy5PzYTYjsADtlWDOty93VOyuTnv1X24oog/zPkT147k5rlkM90+IlghFDXVrJJjvKmj9fMSJkQkU14d5N6IdwCUFrZ+nCcC75P1YmE1FXO1R/wRzuAxYGrM8T8RBvFd+Qjv83HR/k3iPzLsP82rE/0k04E9ERERERGpBCebBKWawG2xF9BS9Lud1i3IHUY2VZzJx6ey2nRLM9xGDvNbKab35iTYI7Zhg/jd5PifMpgX2AP6O++u5rFm8m4BlCqjsh0gwP54N0qu764E1MJsh11XNpgB2Af6ZJezqzf1Doop505xXXgqYivZKMEP+VcyrE0Mv694mpOFqYHXMZs1xzbWz25tzXFNERERERKRpSjAPRkyDf4r8h5ltB1yP+2s5r1sM93eBe8g3wbxMdts+CWb3SURVWl4nHNpvwF9DPCcmkt9rY2tgNtqjPUZDow9zEW0yVqX+7TEariMSoHmdeGlYD5iH9miP0XAVUb27cI5rNgb83ZvjmsVxfwR4jDwTzHG1xxq0R3uMhiuJ/2vlecJhHWJuwYs5rikiIiIiItI0JZgHbzx5VjCbLQssC1yU25rluJWoUszrubMMMdzu0ZzWK8uNwMo59R5enagCnpjDWlW4lajQmyKHtfYB/gNck8NaZZlAtPTIt02G2czAErRPgvlm4oqM9XNedzfgHeCfOa9bpKuy201yXHMFojVE3QdfdncZsGF2ZUIeFgXmoL1Oxt0CvEKcPGtdJNnXRtXLIiIiIiJSI0owD94twIKYLZTTettmt+3QU7S7W4FZ6Gpt0aqlgadwfz+n9cpyEWB0fR9bMQq4N6sGbke3ADMBy7W0itn8wOeA07Mq8fYQLRHGAtvkeOIFYOXs9q4c1yyO+9tE4i+/3sNmUwM7Ahe32evjPuB58k8wP54N0GsXlwHTkd/Aw8aAv/ZJMMd72T+BLTCbMocVlyGS7DflsJaIiIiIiEgulGAevOuz27wuc90OuAP3Z3JaryyNS5PzapOxDO3UHqPLvUTV9Q4trdLeA/4a8hr0txfxnvSXFtepwhnA4uTbJqMx4K9dKpgh3idXz4Z35mFjYHbaqz0GuDtRxbxxjicdVqB9+i83XE8MZ8yrTcYa2Xr35LReWS4hnsd5tI9pvMcowSwiIiIiIrWhBPPg3Q08DWzT8kpm8xE9ay9qea3yPUgMuGs9wRzJ1aVpxwRzJJAuBDZqcXjTokTioX0q8j7tEeA1WunDHM+FfYBxuD+cT1ilupB4XeyT45qrAi8SlbDt4jpgSrqGkLVqV+B1oo9tu7mKqDRddaADB2Q2kmip1F7vE1F1fgP5JZhXB+7KrhpoJ1cCH5LH/x8iwfwS8b4rIiIiIiJSC0owD1YkFC8BNsFs+hZXa/ySeVGL65QvLve9nXwqmOcHZqQdE8zhQiKZtlULazQG/LVvBbP7J0RleyvPidWJFhun5RFS6dzfAc4DdsmletdsKmBLYGz23tMuxgEfkUcf5ujbuz1wIe4ftLxe+a7ObltrkxEnX34NvAz8rrWQKnEZsAxmi7W0SvR4X412S7IDuL9FnHzJow/zOsBNbfa+ICIiIiIiHU4J5qG5hOgnuVGL62wHPEb7Xe7ccCuwEmbTtbjOMtltuyaYbweepbU2GasTlW3tdsl3T7cCK2A2U5P334u49P28/EIq3WnADETP4FZtCcxFuyXcI9F+G/n0Yd6c6O3dXu0xGtz/S7yuW+3DvCMxQPII3N9oOa7yXZbdfq7FdZYjXl+3DXRgTV0CLI3ZMgMe2RezeYnBn2qPISIiIiIitaIE89DcQFwG3/xlrmYzEwnqi9q4AulWonK31Uu/G4MC2zPBHJW7fwc+h9kMTa4yCpjYhpd893QL8X4yaqADPyWqdXcDLm3TBFrDzURf7n1zWGs/4L/A5TmsVbbrgVEtnGxo2I1oBXBdyxFV50pgnaaveokq7p8RLZr+lGNcZXoYeILW22S034C/yf0ju22lTUaj9czNLcYiIiIiIiKSKyWYhyKSgJcBW7cwuGlzYCrasT1Gl7yGui0DvEtUAberC4mq9s2GfM94Dq1GO7fH6HIb4MRQtqHamKjWPTPXiMoWJ4xOA9bDbPGm14kqxS2Av+D+cT7Bleo6YApaGXgYbUa2Bs5v08eg4SpgaqICuRnfIPq0H5q1J2o/8br4FzHwcPYWVlodeJNIWLcf96eBu2itTcY6wHu01+BPEREREREZBpRgHrpLgHnoqqYaqu2IqrzxeQVUurj0+2nySTA/3MaV3ABjgVdork3GUsDMtG9FXhf3V4gk0v6YTT3Ee+8FvErXpfTt7HQi0f75FtbYm0jQnppLROUbT+t9mLchTty0Z3uMLmOJFjibDvmeMQz2B8TVLu1cxQ1wEvH9PLiFNdYAJmRXjrSrS4G1MZujyfuvA9zaAVe8iIiIiIhIh1GCeeguAybRzGWuZtMQvVUvadtqtC6tDnWDSDC3Z3uMhqiuvJioah9qYrX9B/xN7gTi5MvgexBHG4XtgfM6Imni/gwx3G2fpq5yiIFu+wHjcG/P14b7u0TLlFb6MB8MPE67twKIx+ImmuvD/GOi+vlbucZUBfd7iOTqIU0NwYyfnSvR/ifjLiH+37XFkO8Zj9uqqP+yiIiIiIjUkBLMQ+X+KlGV1kwfxfWJoVUX5RhRVW4FFsVs7qbubbYUsBgwMc+gKnIhUYm84RDvtzrRIuSB3COqxhXE8MqvDuE+2xGVjWcVEVBFTgMWAdZr4r5rAssCf84zoApcD6yW9ZwfGrMxwBjgV21erdpwFTAia30yOGarAfsAv8b9sYLiKtuxwOzAAU3cd2WitVS7J5j/DTxPc/9/GE1c2aAEs4iIiIiI1I4SzM25BFixiT6r2wHvANfkHlH5Wu3DfBhx6Xi7tgHo7hpi+ONQ22SMAu5s8x6zXSIZeAJxCfhgB0DuCTwJjCsqrAr8negV28ywv/2Ikw7n5RpR+a4gfr7s1sR9vwm8TiTqO8GV2e3g+pNHFfuviVZKPyompAq4jycG5R6WVSQPxRrZ7W35BlWyeI+8lBgMO9THYG2i/c4tucclIiIiIiLSIiWYm3NJdjv4YT1xufy2wOW4v1dEUCW7g2gVMvQEs9k8RHXeX7J+zu3N/X3gn8B2mE0xqPuYTQmMpP0r8no6jUiQDlzFHBWdmwBndUilaojX91+BnYZUwWs2A5GQPQ/3twqKrizjiGTgd7Ln+uCYLUacqPkD7m8XFFvZ7gJeZjBtMiK5fAzRa/cI3N8sNLLy/QRYgOi7PjjxmGwIvAD8p5iwSnUJMCNDv8JhHeBu3N/IPyQREREREZHWKMHcjLhk+X6GNg1+dWA+OqM9RqO36F3AFlkCYCi+RvQW/UXeYVXoQmAuospsMJYjWkN0Sv/l4P4acCawJ2azD3D0bsR7UCe1x2g4jfj+7jSE++xIJJ7avT0G2eDOnwCLA7sM4Z6HAJ8AvysirErEyZNrgE0G8V55JDHY72TgT0WHVoGriDYR3xnUybh4vI4j+rSf0eYDYRuuBd5jKG0y4iTNGNQeQ0REREREakoJ5uZdAqyH2awDHhm/JH8X+Aj4V7FhleoPxNChwQ+wikFFXwX+jvvDBcVVhcuADxh8m4zGgL9Oq2CGaJMxLQO3iNgLuAP3TulB3d0txADL/YdwAmY/4FE6J4l0KXAf8P1BDTyM99L9gXNwf7bY0Ep3FXGCcYU+jzD7HpASJye+3FFV/Q2RID4WWIqBhoHG6+Y3wOHAicB3ig6vFHGFw5XEYNjBvjesRJx86pT3BhERERER6TBKMDfvEmBK4HODOPbrRP/l72ZDAjvFGcCzRMXdYH0RmBX4WREBVSYu578C2GGQSYPViT69jxYaVxXc7yYGYR7UZ5Wi2bLAanRm9XIjkXYCsBbRb7x/ZksSl8yf2iFVmo3K3Z8QSdXBXO1xAJFE+2WRYVXkquy295NxZt8iHqszgS92ZHK5y9+Jky/f7/O9Mk5I/IG42uVXwFc77DG5FFiYSBwPxjrZrRLMIiIiIiJSS0owN+824EUGuszVbE3g58DFxC/KncP9AyJR/FnM1hnocMymIgZ4jcW9EwcVXQgsxMDPiYWJ9hBjOyxp0t3viPYIfZ2A2ZNohfDX0iIq3wnA+cDxmA10Ofw+xONxetFBlew84HH6SyZC473h68C1uN9VTmglcn8aeAA4FrMbMfsxZptjNitmhxLvo38F9sV9UpWhFi6+vuOAlent/SFOSv0Z+BJR7XxYx5x06fIPYmDfFwd5/NrAU7h3Qg9qERERERHpQEowNyt+Sf4H0YN4ql6PMZuDSLA8QyQOOu2XZIheoS8D3x/EsbsSCdjjC42oOucSfalPxWzRXo+IXppnEdXvh5QVWAX+DjwPHPypz0SicS/gatyfLzmu8sTJg32IPttnY7ZKr8eZjSSqd6/ouASS+8dEMnENYKN+jtwZWJDO6sve047ESYdpgG8T7ZJeJU48/g3YO3u8hoOziJ+LP8BspSzZvj9mRxHthr4AJMAPOvLnpvsLRIX2QZiN6vfYeL9cB7i5hMhERERERESaogRzay4BZiEGEE0uLvE9HZgH2CUbftZ5Ytjfr4DNMVu1z+Pil+RvE8MRO6kPdRf394mhbp8Bzsdsml6OOpJIFnwlGxbZmdw/IhIon8vaP4DZNJgtTVTtLUq0A+hs8frYFngNuBSz+f73ObOpMEuAW4GPiedGJ/oL8Bx9nYSK94bDgAeBy8sLq2TuD+B+GO6jiTZBGxJJ1KOA3YdRchncPySu7FkbmEj8TDiF6EG9MlG1/MOOTC53+R7wAnByduKxL4sC86P2GCIiIiIiUmNKMLfmaiJxci5mt2K2D2bTZZ/7NrAF8A3cJ1QWYTlOIPoJ91fFvBkwAvhZB7eFIEsa70MM8Zu8l6zZesARwF9w78zew5M7mUicXoXZM8B7RO/VPwKvAxdVFlmZokp7a2A24GLMpsNseWA8cDRR+b4i7ndUF2SBopXOz4ENMBvTyxGfBUYCv+zo94bu3N/B/Trcj8n+fFR1SBU4kRhsuQuRaF4UmBb3eXDvxD7ck3N/g7jCYxXg0H6O3Cy7VYJZRERERERqyzq7QKgEZrMCewMHAcsSlYoXAvsS/Vd37/AqrGD2Y6Iia3ncH+zl89cCywCLZdVrnc3seOBwYE/cz87apUwE3gFWy4YCdj6zo4nWCI/3+PNAhw28HJjZtkTrkAnEcK+3gC/j/rdK4yqD2YzAk8B43LfGbFpiqOGWROuIqYBFcH+vuiBFShbV+xcRwx9XwP2JHp/fETgbuBdYfdicgBkmRo0a5RMmdHr9gYiIiIjkZdeTxgNw7oG91W2Vx8zucPdPtfpTBXOr3F/H/f+A5YENgKuI/pGPAl8aFsnl8GvgfeC7k33UbG7Mfk08Nr8aFsnl8ANgLPDHrFr1VGAuYLdhk1wGcD8a93Vx/wLuKe5n4H7zsEsuA7hfTFzZsDrRZ3aFYZFcBrLn/G+ArTD7F9G3/XKiXcq/iTZCSi7L8BL/PzgYmAT8frJBmGYHEDMcJgAbK7ksIiIiIiJ1pgRzXtwd9+tx35Xolzga9zerDqs07i8RrQ/2wmxRzGbLqpofB74G/Bn4fZUhlioued+NqFgeR7RI+A7ud1Yal1TL/edEK4AdcH+x4mjK9jvgReJk3F+IFkJz4L417tdXGZhIZdyfIdpLfQ7YDTPD7DvEz9MrgE06doaDiIiIiIh0jP4Gy0izItk6HP2caBVyHrA0MQDxr8DRuD9UZWCVcH8Os92IXt3/JCo4Zbhzf6rqECrh/hpmCwCThtGVHSKD8XtgL+JnxFpEVfPZwD7DtD+3iIiIiIi0GVUwS37c/0O0glgduB5YGffdh2VyucH9OqJicycl1WTYc/9YrwORHtwnAQcQg0APJgbn7q3ksoiIiIiItAtVMEveDgGOx/2xqgOpjeGcYBcRkYG53531XZ4J+J1OxIiIiIiISDtRglny5f4+oOSyiIjIULifVnUIIiIiIiIizVCLDBERERERERERERFpihLMIiIiIiIiIiIiItIUJZhFREREREREREREpClKMIuIiIiIiIiIiIhIU5RgFhEREREREREREZGmKMEsIiIiIiIiIiIiIk1RgllEREREREREREREmqIEs4iIiIiIiIiIiIg0RQlmEREREREREREREWmKEswiIiIiIiIiIiIi0hQlmEVERERERERERESkKUowi4iIiIiIiIiIiEhTlGAWERERERERERERkaYowSwiIiIiIiIiIiIiTVGCWURERERERERERESaogSziIiIiIiIiIiIiDRFCWYRERERERERERERaYoSzCIiIiIiIiIiIiLSFCWYRUREcpRaOlXVMYiIiIiIiIiUZcqqAyhCaunKwC+AKYBJwCfZn/eB7ySePFRheCJtI7X0M8CUiScfVh1L3aWWWuKJVx2HVCu1dM//b+++w+6qyvz/v5f0Lr1IkZKEEEo6SWiSSJGqIqBin3GcGXWazvxmnPn+1iz7jOP41Rn7KKg4CIINiHQJISEJCQmh10hHpPea9f3jXjt5fEyecs7ee+19ns/runJtLp5z1l45zyk5977XZwHfDi78u4/+07nn0wTBhTcAM4ErfPQP5J6PiIiIiIiIlKvnCszBBQd8DTgAWA6shxWaXwdMBO4EPpltgtIIwYVxwFeAp4Hf9fnzEPAbH/0zGaeXXXodvRX4LLBJcGFfH/2zeWfVTMGFw4BvA9cAH8w8ndoFF7YAdgZuHskF9uDC+sB/Ah8FngB8cOEKH/3VeWfWCJ8FPgAQXFgCnJ/+LB2pz5ngwhjAAXf46F/LPR8REREREZFuuBh767tdcOFo4NfAx3z0X+/3s0uAnX30+2SZXIMEF0YDnwDw0X8k83RqF1w4BzgOuAfYHtiyz4+fBr4L/JeP/p4M08squHA48EVgKnA3sAfwGR/9/591Yg0TXNgUe5w+CryCXcTa1Uf/YNaJ1Si4cCRwBrAjcD3wDeDHPvrncs6rbsGFnYFzgQOx1TOfA67FLuIe4KN/KuP0sgourINduFsCzAGOB6ZjxdUVwBE++rvyzbB+wYX3Ya8bBzwPLAOWAtcBF6vLe2SYPHlyXLx4ce5piIiIiEhLnPrtawA4+yPTs87DObckxji5///vqQzmtJz/89iX1u+u4Sa/BsYGF3avdWINElyYElw4F7gV+DPgz4ILB2aeVq3S7/8k4Gs++rE++q2ADYBdgDcBFwJ/A9wVXDg7uDAt11zrFFzYN12EuQLYCfgTYAxwNvDJtMxdgODCLOAG4C+BrwJTsJUSI6KDObiwUXDh/wIXA09iq0Ic1sn9YHDhq8GFvfPNsD7pubAUGAec7KP/pI/+CeA9WGf3f+ecXwNMAbYFfuij/6KP/iBgB+BDwHbAZ3JOrm7BhXcBp2Pvsx8A/geL8no/8D1geXDhoGwTFBERERER6UBPFZiBk4EJwP9ZS2bs7HR8S31TaobgwvTgwuXAImAW8AVgFPAM8Fc555bB32CZ3P9V/A8f/cs++vt99HN89O8GdseWux8FXBNcGAlZqj8HJmGd7aN89N/30b8K/BNWPP1szsk1QXDBBRf+C7gM61o+xEf/Nz7664HLgQ+njs2elTLurwX+GnsNTfLRfxkYDxwMXAD8BXBzcOFrqdO7JwUXJgGXAL8Hpvjozy1+5qNfgBVP3xNceGemKTbB8VgB9aLif/joH/HRn47FWb0zuLBfrsnVKbjwDuBHwFzgBB/9D3z0f+2jPxTYAovxegy4PLjw9oxTFRERERERGZaeKTAHF9bDCmA3AGet5Wa3Y0v+j6lrXk0QXNgeK4KMBf4e2M1H/88++juB7wOnBBd2yjnHugQXtsQ6c88aaBmyj/4+H/0/YB2IVwI9XSAKLmwH7AV83kf/nz76F4uf+ehXYF267w8ujM80xaaYDnwM+A4WfTCvz8++A+wGHJljYnUILnwEu0i1NXCMj/6vfPQvAPjoo49+no/+NGw1wNeBjwM3pC7fXnQY9jk600d/6xp+/jksm/tbwYVda51ZcxwHXJ26uvv7EhZJ1PNdzMGFE7F/mywAjvPRP9/35z76lT76pcAMLCrj3ODCx+ufqYiIiIiIyPD1TIEZW267F/ApH/3KNd0gbSY0G5gZXNiwzsll9s/ARsCbfPT/4aN/us/P/hvrTh0pOcx/BmyC5aQOKm1sdzEwKriwVZUTy6zIz1lbIOTngceBL6cNAEeqdwMvAn9fFFb7+AXWyfpndU+qDsGFCVjR+Epgfx/9r9d2Wx/973z0HwcOxTq9LwsufDttCNhLxgKP+ugfXtMP0wqA92DvsT/s9e72/oILuwH7Yxv6/ZFUdP4P4MTgwtQ651an4MIxwE+xHOpjBtow1Uf/KLbK6JfA14ILX0rxXyIiIiIiIo3VE19aggsbAx6Yh+XnDmQ2Vmw9rOp5NUFwYQ/gz4Hv+ehv7//z1MV8IfDnwYUN6p5fnYIL62NxIJenSIOhWpiOPVsAwXJSI9Y590d89E8CAZgJHFvftJojrZI4BTi/30UawGJWsGzV43ttRUBwYV0s1/5R4J0++t8P5X4++rnAAVin6p8CNwYX9q1sovUbC9wy0A189HdjndyHAX9bx6QapHivuGCA23wVe171ZBdzcGEs8DNgOXD0mt47+ksXr96BXdD5JHDGCL+wJyIiIiIiDdcTBWZsyfqOwD+mLuWBXIl1II6UmIxPA69ixcG1+Rq22dIptcwon1OxzeuG1L3cx2Iss7mXN/ubDNzqo39mgNt8C4uZ+VIqto40b8Y2K/vxALf5Ltat+qFaZlSfj2P53H+1lqiDtfLRv5DiZqYDW9EjHd6p4LcPcPMQbv4DLKP7oyOsUHg8cIeP/ra13SC953wRODK4cGhtM6vP0dgmsm9LF+qGxEf/Gva6+3fgvdjFDBERERERkUZqfYE5Zer+EzDbR3/1YLdPnUFXMAIKzGkzrncDX/XRPzjATS/DuvD+uleLH+nv9QmsGHTRIDf/A6kAchNwYAVTyy49NlOwjdvWykf/CvAPwN7Ah2uYWtO8G3iSAZ4/aUXAZfTQZn/BhTdi+fYXYMv8O+KjXwRcj0Um9ILtgC0ZpIMZVsUz/RR4I/b66Xlpc8eZDNy9XPgG8BDwuR78DJoC3Oejv2+4d0zPm2Iz2uNKnZWIiIiIiEiJWl9gBv4OeD3wqWHc59fAXsGFUZXMqDm+gBXE/m2gG/X5EjuJ3u3SnYkt1f/PIXS5r8lC4MAeLH4AvAHYnkEKzMmvgDlACC5sVumsGiTF8LwNONdH/9IgN/8OsCs9sNlfer5/E+vg/2iHr52+lgP798jrqOgoHbTAnBSZ1T1/cTN5M7A+a8lf7itd+P0scDA98LrpZyq2MWZHfPT3A0uxbnAREREREZFGanWBORUp3ot1Lw8nU3d2OvbsF/3gwmHAW4AvDHFZ7o+Ap7CM4l70CeARBo43GMgCrFuxFy9KTEnHtW3wt0oqMH4G2AbbwG2kOB7bHHIoz59fYs+1Xtg4853YEv9/9tHfW8J4y7HX0c4ljJXbsArM6fG7kR7+3OnnOOwzZdCVRcn/AL8FPtsjFyAILmwN7EkXBebkAmBGGk9ERERERKRxWl1gxjpudwPOHc6d0qZLt9GjX/TTl/MvAg8A/z2U+6Rd7b8HvCO48IYKp1e74MI+WLH9v330L3Y4TLHRXy/GZEzBcrqXDfH2C4DX6M3HYm1Ow15Pcwe7YZ/N/o5r82spFbO+ihXHvl7SsMWFwF6IyRgLPAvcP4z7zAYOCS5sXs2UmiG48DqswHxRitYZVHrdBCwP/sQKp1en4uLdUFaHDOR87N9rb+lyHBERERERkUq0vcB8Elbo+lUH950NHBZc2KTcKTXCiVjUxb+mpcdD9XVsg7I/r2RW+XwU29jxm12McQtWTOrFoupk4IahFt999M9hnZhTK51VQ6RC61uAn6SNt4aiFzb7+xLWbfzhYfy9B3NjOvZCgXkf4JZhxobMBtYDZlUzpcaYhMXuDCV/ua8zsYJ9m183fU0FIrCky3GWAA+jmAwREREREWmo1haYU5fuScBvfPSPdTDEbGxn98NLnVhmaWOxzwO3AmcM576ps/t84CPBhQ3Ln102RwGX+Ogf7XSAVGBbRI9lVKfX0WSGEI/RzyJgaq8sZR/EScC6wP8O9Q4++ruwzf7+tI2PUXBhF+CDwFd89MvLGtdH/xQWg3BAWWNmNJah5y8X5mOxET25eqaP47Hc7l8PdsO+fPSvAucBR/ZIxvsU7CLE090M4qNfCVwIHB1cWK+UmYmIiIiIiJSotQVmYF8sD/e8Du8/F3iO3vuiPxkrfHwufVkfrm8A29Ijj0twYVcsA/OKEoZbCBwQXNiohLGaYk+sS3W4S7gXpfvtVfqMmuc07ILN0mHe71xss789S59R9YpO/XMqGPt6Wt7BHFzYAtiJYRaYU1zEJcAxbbzwMAzHAfM7vPh7Hnbx99hyp1Sv9PvtaoO/fs4HNgcOKWk8ERERERGR0rS5wHwStvT0F53c2Uf/EtZh2Gtf9IvYgt90eP/Lgd8Dp5QzneyKDvVOH4++FmKdrBNLGKspJqfjcDuYi0zqno7JSJ28hwL/O8woBIB56XhQubOqxVTgZWxTvrItB8a0fJXE3uk43A5msNUzO9EbXdx/JLiwMzABK4h2Yj7wO+wzvs12BbajvALzZcBLKCZDREREREQaqO0F5qt99A93McavsU0Cx5YzpUY4EHjQR/9AJ3fus0T5+B7Jp54JPMrq7Ndu9OJGf1OwfOrhPj43YysAerrADLwzHc/q4L43A0/S3gLz0rTxWtmWY5894yoYuy7FZ8bNHdz3onTsiVUia1B0HndUYE5xRD/HLv5uXNqs6le8N3a7wR+wKvv+CuyzuZcuiouIiIiISA9oZYE5uDAai8joNB6jUORD9tIX/TKW5J4DbEzLH5f0JXwmltO9stvx0sWMe+i9AvOytHR/yFIRaAm99VisybuBRT76O4d7x/Scu4aWFZhTjvtkyuu87O/6dGxzTMY+WIf3iuHeMb2PLKHl768DOA64G4uV6dR52GfQUaXMKI8qVgGcj0XujClxTBERERERka61ssDM6qWzP+tmEB/9vVgH2qyuZ9QAwYWtsFzqbgtDV2FLlE/telJ57QXsTDn5y4WF9MhGf6mQOJHhx2MUFgITggvrlzer5ggu7AOMB37cxTDzgH2CC1uWMql6jAU2oboC893A87S7wDwWuL3DnHuwmIzp6T27Z6T3lEOBSzuIlOlrDvAY8I5SJpbHFMpfBXBBOiomQ0REREREGqXNBeZFPvr7ShhrPnBgcKGtj0VfRZ7uwgFvNYjUnXoucGxwYdOuZ5XPzHQss8C8ANg1uLBDiWPmsjdWSOx0CfciYH3aXSgcyLuBlXS30d38dJze/XRqUyztr6TAnN5fbqTdGcRj6Sx/uTAb+/w9spzpNMY+2EZ08wa74UDSiopfAscFFzYoY2J1qmoVQPo3z/VYl7iIiIiIiEhjtK6oGlx4IzCJ7uMxCguALbHO37Y7ENv4cEkJY50NbEi7O6VmAg8Cd5Q4Zi/lMBcXJLopMENvPBZ/IMWrvAu4osuc90XAa7QrJmMqlh097FiQYbge2L+NWbLBhY2A3eksf7lwLZYN32sxGTPSsasCc3IeVqx+cwlj1a3KVQDnAwf1Wve7iIiIiIi0W+sKzMDb07HMAjP0RuzBVOBWH/1TJYw1DyvOnlLCWLVLhavDsQJhN0u1+1sKvEpvPF+mAM8Ct3d4//uAh+nNjf6mAHvQ2eZ+q6SNuZbSvgLztWXklg9gObA1sGOF56jKaOyzs+MO5tTFfRHwlh5ZPVOYgcUrDTubeg0uB55mdSRWm5S6wV8/FwDrAG+pYGwREREREZGOtPGL7UnA9T76u0oa7xbsS2yruzBTQbWMDf6AVRuU/RQrgGxexpg1GwdsS7nxGPjoXwCW0fLnSzIFWJKKXcOWCveL6M0C87uwDbq6ynlP5gFTgwvrlTBWpVJ37v5Ul79cKDY+a2O8yth07CYiAywmYxtWryToBQcB88u4qOejfwnr1j2xDa+dfqYCT1Hu6pnCtVgRXzEZIiIiIiLSGK0qMAcXdsI6pMrqXi4KqYtof0fqrsB2dJm/3M85wAbACSWOWZcq8pcLC4EpKWezldLGfAfQ+QZ/hUXA3sGF13c9qYZIv9d3ArN99E+WMOQ8YCNsw8Cmm4B1R1ZdYL4hHduYwzwWy+butPO/cEkapydiMoIL2wN7sjp3vAznAVsBh5U4Zh2mUNEqgDTmhdjF37YV3kVEREREpEe1qsAMvC0dSyswJwuwPNBNSh63TkVHbZmFoQVYDEIbYzJmAnf76O+pYOyFwKbYhlZttS928aDbJdzFBY1e6sI8DNiBLuMx+igKbm2Iyahyaf8qPvongHtpbwfz3T76F7sZxEf/GPYee2wps8qv2MiyjPzlwsXA87QoJqOmVQAXAFsAB1d4DhERERERkSFrW4H5JCxjuJvNldZkAda1N6nkces0FXiJ1Z2BXesTk3F0mzpUUwfqm4DfVHSKIre7zTEZU9Kx20Ji0QHd5seiv3dh2dQXlDGYj/4B4B7aU2C+z0f/UA3nWk47C8z70H08RuHXwOTgwrYljZfTQViszHVlDeijfx7r1n17i1aMjAfWpdqLNJcCr9Aj3e8iIiIiItJ+rSkwBxd2wDoLz61g+KILs80xGVOBpT76l0se92xgPeDEkset0nisu6uKeAyAO4HHaXdRdTL2d+hqM64UIXErPZLDnKJDTgJ+kYpbZZkHzEhZ6U1WWo77ECzH4lU2qOl8XQsurItt8ldWgfnSdDy8pPFymgEsTtnJZToPi39qwwUaWP1eWNnryEf/LDAHFZhFRERERKQhWlNgxjJRXwf8uOyBffSPYkXDVhaYU9FjEtV8ob0W+C1wagVjV6XIX66kg7nP5natfL4kU7BiUNebcWGPxYEtKJ4OxVHAlpQXj1GYB+wE7FbyuKUJLmyNZejWVWC+Huv0HDvYDRtkD+yCW1kF5iXYJrNvLmm8LNJFgsmUG49RmI2tzmlLTMZU4AEf/YMVn2c2sE9w4Y0Vn0dERERERGRQbSowvwe4zkd/a0XjLwCmt7RINg7YmHI3+ANWFVPPAY4ILmxV9vgVmQncUvEy/3nAuDYubU8ZoftS3hLuRcD2wC4ljZfTu4HHWN1ZWpY25DAXsSl1djBDu2IyimJ4KQVmH/2r2IWwWWWMl9FEYH3K3eAPAB/9M7TrMZpCPa+hC9NRXcwiIiIiIpJdKwrMwYUxWIdu6d3LfSzANvZqY5Gs6iW552CdhidUNH5pUsTBIVQXj1G4BHDAERWfpwpTsMzxsp4vxYWNVsdkpE0+TwDO9dG/UvLwNwDP0OwC81QgYl21dbgTeBE4oKbzlaHUAnNyObBHcGH3EsesW/G8vqai8a8HRgcX1qto/FKki7CjqKfAfAdwFyowi4iIiIhIA7SiwAycBqwEflLhOYqN29oYezAVeAL7slmF64BHgUMrGr9MU4BNqG6Dv8ISrNP1qIrPU4VDsULi3JLGW45t7tXqAjNWXN4Y+N+yB/bRv4a9x8woe+wSTQVuTh2jlUvduzfSrg7mfbD4g6dLHPOydGxLh+6azADu8tH/rqLxb8KiSfaqaPyyTE7HKjf4A1atLpoNzEyrUkRERERERLJpfIE5RVacBlxRcabhcqybro0F5gOBRSXl6f6RNO58mt19WSjyl6+s8iSpYHgpcFRwofGvo34OBW7w0T9RxmBpY8mltHvTQ4B3AfcDV1c0/jxgv+DC5hWN37H0PlvnBn+F5bSrwDyWcruXwTbJfJCW5jCn584MqslfLtycjvtUeI4yFBfZFtd0vtnARsCbajqfiIiIiIjIGrWhMDYN21ipyngM0pL4xbSswBxc2BTLYC49f7mf+dgS5W0qPk+3DgeW+egfq+FcF2PZw60pkKUl5jMor3u5sBCYnDacbJ20tP1o4Gwf/cqKTjMPe89t4nvMbsC25Ckwbxdc2KHm8w5bKqTuTckF5nQB73JgVgsvVgHsjr0Plp6/3Eex98K4Cs9RhsOAG330T9V0viuBF1BMhoiIiIiIZNaGL7OnYZ3FP6vhXAuBiSnHty0mYr/HqgtDRfFgesXn6Vj6vU2n4u7lPi5JxzbFZEzAIkSuKnncRVi8xNjBbthQJ2FL8M+q8BwLsaifJq4EqDrHfW2uT8c2XKTZGdiU1d20ZboM2AbYr4Kxq1Y8nysrMPvonwNW0OAO5uDChsDB2MWCWvjoX0znO6alGxSLiIiIiEiPaHSBOXVbngr8quTMy7VZAGxAuzadKgpDVWc+LgZepdkZsuOBDam2k26VFNmynHYVmIsc7bI7mIvCZFtjMo4C7sHyxiuRso2X08zX0FTgJWwzwjoV52tDgbkobpYdkQGri5JtjMmYATyN5SRX6WYaXGDGLm5uSI0F5mQ2tsprdM3nFRERERERWaXRBWbgSKyrq9J4jD7auNHfgcBvffSPVHkSH/0LWPGticWxQtFdfU2N57wYODhFlbTBIcAdPvqHSh73TmwjyCZ25w7FBCrMMe9jHjCtgVEiU4HrUlRQbVKUzQO046Je0Z1feoHZR/8AFgPR1gLzNRVGyxRuAsY08LVTmAm8Bsyp+byz0/HYms8rIiIiIiKyStMLzKcBjwMX1XEyH/39WLGjTQXmqVSfv1yYD0xNneVNNAO4L/0e63IxFq1weI3n7EjKdz2E8uMxihzZuazukG6N4MLrsQ7ApTWcbh4Ws7BvDecaklSwm0T98RiFxcBBLVjiPxG7iPL7isa/DDi0TRFNwYUtsFiPOlaN3AysD+xZw7k6MQtYXNNqq1V89PdgxXflMIuIiIiISDaNLTAHFzYD3gqc46N/ucZTL6AlBea0Mdau1FcYmo8tAR5f0/mGazo1xWP0cTXwPO2IyRgHbEkFBeZkLrBHcOENFY1flfHpWFk8Rh83puOYGs41VPtg+dm5CswXYRvFNekx+QOpCH8scFGFXe6XY7+HVnz+JAcCjnred4sIjsbFZAQXNscu9tYdj1GYjV2c2CzT+UVEREREZIRrbIEZKy5vRH3xGIUFWJFsu5rP24m6N+YqoicaF5MRXNgZ2IV64zHw0b8E/IZ2FJiL7uKqCszFuIdUNH5VJqZjHR3MK9Jx9xrONVR15bivTRuW+B8EbAX8ssJzXIltAtmmmIwZ2JzrWEVzazqOq+Fcw3UIsA55C8zrYV3UIiIiIiIitWtygfk0bNOtujtSixzmNmxWdiCW+VhH52URIXIvDSwwszp/ue7nC1hMxl7BhaYu3S4cCtyHva6qcD3wLO0rME8AHqg6xxzAR/8sFrHQpALzRGyTtrtynNxHfy/W2d3kAvOJwMvYa70SPvonsSJ/m4qEM4DlaQPLSqXXzj00sIMZ+529RM0XOPuYBzxDs19DIiIiIiLSwxpZYA4ubA8cAfy4ho2D+rsOeJV2LFOeBlzvo3++xnPOp5kF5hnAi1iRs25F0amxXcwp3/ZQYG5VS/x99K9iz4+25TBPoJ7u5cIKmlVgnoRt8Ff3e21fFwKHpKiBRkmvnROBy2sopF4OHNjEx6G/4MI62GdQnRf1bqKZHcyzgHlpM9zapc05LwGOaUGWuYiIiIiI9KBGFpiBbbHl9nXHY5CKtdfT8AJz+nI/ldUd13WZD+wcXNil5vMOZjpwbc153YU7sKJhYwvMwF7ADlQXj1G4Ctg3uLBVxecpRXBhY2AsNa0CSBpTYE4bdh4ALMk8lQuBdbELi00zDtsEssp4jMJlWNRCGy7S7A5shm3SWJebgTEpE7sRUpzW/uSLxyhcCOyU5iJdcs7FAf6sdM497Zy71Tl3pnPuuNzzFRERERHJrZEFZh/9jT76w330N2eawgJgairiNtU+wKbkKTBDg7qYgwsbYsv8syxPTh3BFwMzgwvr55jDEBSxFVUXmOem48EVn6cs+2Hvg3V3MO/WkPeXfYANyF9gvgZ4kmYu8T8xHc+v4VzXAC/QjhzmUel4e43nvAl7vjbiAk3ypnS8IucksM0yAY7JOouRwWEXV8ZgcW7nO+eudM5tnXdaIiIiIiL5NLLA3ACLsOLtmNwTGUDRYV13gXk58DwNKjBjS/zXI0/+cuFi7DnTpMelr0OBR1m9UVZVFmFZtW3JYS42+Ku7g3k9rNswtxx//z+S4lUuxpb4N+1z6URgoY/+wapP5KN/EbiadhSYR6djnQXm4qJzk2IyZmEZ5nV2cv8RH/1DwG20Y/+Itnlbvz8nAR8BTseiuQAOA37pnFNEiYiIiIiMSE37It8U16bjlKyzGNg04DHgzjpPmrIeF9GsQmoxl1wbLIF1r71Kc2MyDgWuqip/uZAKZItoT4F5AvA4tvlhXVak4x41nnNtJmGbg92ReyLYEv/tsd9JIwQX3oB9DtQRj1G4DBgXXNihxnN2YhTwFHbhqi63pGOTNvqbBcxJF0lyW0qDXj+9Isb4i35/fhZj/E6M8UPY+0ORzX4QcHS+mYqIiIiI5KMC85rdhn1hmJp7IgOYBiyoumC4FvOBCcGFTTKce02mA3f56B/JNQEf/dPY49K4AnPKy96d6uMxCnOBSQ16fgxkIrC05tdRUWBuwjL/SdjfP+cGf4WLgEizYjJOSMc6C8xFlu/hNZ6zE6OB2+t87aRNFu+lIR3MwYXdgD3JH49RWAbs2qQM/ODCccGFHXPPoyoxxhuB/+nzvw7LNRcRERERkZxUYF6DVGxZTEM7mIMLr8c6uOqOxyjMxzaimpzp/KsEFxxWYM7ZvVy4GCu8N63zsK785cJV2IZtTd8ocz0sg7nueIh7sUJq1gJz2ijtADLHYxR89L/Hut+bVGA+EVslcstgNyzRMixyoemFqlHk6Xy/meZ0MM9Mx9wb/BWKLPnxOSdRSIXu84H35Z5LxfpGT22RbRYiIiIiIhmpwLx2i4DxwYUNck9kDYrO6lwF5qKY24SYjDcCO5A3f7lwaTo2rTB0KFawWl7T+eYDK9N5m2wfYH3q3eAPH/3LwP3k72DeG9iI/Bv89XUhMCW4sF3uiQQXNscKiL+suUv3NSyHuWnvI6ukjVV3o9785cJNwN4N2SRzFvB74MbcE0mWpeP4jHPoq8h4b9J7TBW26fPf92abhYiIiIhIRiowr9212EZcB+SeyBpMwzogrx3shlXw0T+OdfQ1ocA8PR2b0MG8FHiO5uUPHwrMS4WryqW4kGU073Hor8gqzdHBezf5C8yT0rFJxZ/ZgKMZOaZHY58BdcZjFOZgRdSmrYYo7IH9nnJ1MG9I/hUADrsAcUWmqKo/kmKiHqQ5OczFKqcmvceUyjm3IXBan/91Wa65iIiIiIjkpALz2i1KxybGZEwDbvbRP5VxDvOBGelLdk4zgGdpQAdZ2uTpGuDg3HMpBBe2BcZSXzxGYS4wPbiwfs3nHY6J2AWBHEWyFeQvMBd//xxdqGuzFHiYZsRknIhtYJdjdcScdGzqKoDR6ZjjuXNzOuaOydgb2JHmxGMUmrTR3yTgbh/9E7knUibn3Oucc9s4544DrmT1c/GMGGOWC/8iIiIiIrmtm3sCDXY/8DssjuLrmeeySiroTgN+lnkq84E/wQoNt2Wcx3RgUSruNsHVgA8uvN5H/2TuybC62J2jwPzXWIGhCd3lazIBWJZpg7sVwE7BhQ199C9mOD/Y72ZZXZ3tQ+GjXxlcmA2cFFxYz0f/So55pHzuY4CfZ3p8rsOK/4cB52Q4/2BGpWOuDmawjf5+leH8hVnp2LQC8zLg6ODCRj76FzLPZRK2n0WrOecG61C/Cfg+8JXhjHv375/j1G839eNRRERERJrm5oeeZp8dN889jbVSB/NapCWvi2heB/MoYEvy5S8Xiq6+bDEZwYVNsAiTJuQvF+ZiS8ebEB8CdoHkFeqPgZibjo3swAwuvA7LKa01f7mPFdjzZLccJ0/5tRNo5tL12dhGWdMHu2GFDgVeT554DFJhfR7NzWEeDTySYxVNiuC5n/wdzLOAe7DXcpMsxTbh3TfnJNIGf7vTzPeYsr2MXRDKvaJLRERERHrYPjtuzonj35B7GmulDuaBXQscF1zYPH2pbYJp6Zi7wHw78DhwEHB6pjlMwb5IN6kFaAHwKpY/PDvzXMAyMG+ou0vWR/9IcOE27HH4tzrPPUR7AZuSJ38ZVheldifPCoAxwMbk+/sP5FLsosix1N95XzgReIHVG3fmMAf4XHBhGx/9oxnnsSajyNO9XLiJ/AXmKcCVTclf7qO4aDaeTPs0JL20wd/b1vD/NsViUt6JXaz7FnCyc+6EGOPzQxl0j2034eyP5LyOJiIiIiJSHnUwD2wR1pEyabAb1mga8DSrlwlnkWIFFpM367HoEs5dbF/FR/889oU6+wZ3KU5lEvm+4F8FHJy6ZZumKH7k7GCGfDnMjS3+pIt5c8mbw3wMcFl6PefS5Bzm0eTN7r4ZGJtWItQuuLAp8AZss9um+S32b4TcOcw9s8FfjPEXa/hzZozxX7ALHf+bbjoL+Fq+mYqIiIiI5KMC88CK7p+pWWfxh4rM4Ry5sf3dAOyTsYA4HbjVR/94pvOvzVxgSnBhw8zz2B2LU8mVgTkXizrIulR7LSZgy5pzXah5CHiJfAXmSViH7q2Zzj+Yi4BxwYXt6z5xcGEbYE8sTz2na7HfUaNiMlJxdUfydzBvBLwx0/mLDOqc+w+sUfq3wTKsgzmnntzgr78Y48vAX2BFfYAPOOd2yTglEREREZEsVGAeQCpc3kVDCswpc3h/mtOxewOwIRY3UKvUnTudZsVjFK4G1id/fnfReZ+rg6zIYc7ezb0GE4EbffQv5zh5KgLdQ94C8/UN2hyzv+J1neO9t3jdLspw7lXSc3M+DSsws7q4mruDGWyjvxzGpGPOx2Agy4ADMq8eybl6plYxxqdZ/Z61DjAz43RERERERLJQgXlwTdrobzL2O2tSgRlgvwzn3gvYmuYWmCF/YXUy1qV7Y6bz3wPcR8OW+KeLExPInz+8ggwF5hQr0NQN/grXAa8BB2Y49xQg0ozHZw6wf3Bhy9wT6aMoMOfsYC6iKXLlMI/BniM5H4OBLMUy1kcNdsMqjLAN/gqP9fnvnbLNQkREREQkExWYB3ctsEtwYYfcE2H1Bn8Ls85itVuAleQpMBfnzJWhu1Y++sewDrvcBeZJ2AZ/L+U4edr86irgkFTUbYqdsYsTuZ87d5Ong3kUtkFVY4s/Kfv4BvIUmKcCt/jon8lw7v7mYPsA5H4v6Wt0Ot6ZawI++ieBB8hbYL7XR/9CpvMPZlk6js90/sZmvFdo6z7//Vy2WYiIiIiIZKIC8+CKZdJN6GKeBtzpo38090QA0pfrO8hTYC6WRjdxkyWweIgZuZYop4LuZPLlLxfmAjuQIUZlAEXxowkdzFsFF7ao+bxFdEruv/9gFmJZ5rV9TqXXzRQyx2P0sQjL6m5STMYo4P7MGyCCXcTLGZHRuPzlPm4GXiHfRn89s8HfUDjnNsMiuwpN/XeJiIiIiEhlVGAe3FJsqXbWHOZU+JhGc+IxCjeQr8C8wkff1E6hq4HNyfPYgG1StgX5v+BflY5NismYgHXeL888jxXpWHcX8ySsaJlrg8OhWoQ9h0cPdsMS7Qpsx+oNXrPy0b+Ivec3qcA8mmZkD98EjK3zAgSs+iweTYMLzCm/+0bydTCPiA3+AJxz6wHfxD7vAR7EVh6IiIiIiIwoKjAPInVp3Uj+DuZdsU7QJhaY90wbENZpX6zA0FS5N7grulRzdzDfCjxKs5b4TwRua0AHZq4C80Rsg79Xaj7vcBVRQHVe3CvO1ZQOZrBi1YQMne5rM4pmZA8vx3KG67wAAbAjFjHThCL7QJZhz5sc8UQ9tcGfc+6ta/hzmnPuM9iFutPSTVcCH4sxZtk8VkREREQkJxWYh+ZaYGrmHNkif7lpm9rdgGWE1paFGVxYDysqNLbA7KMvNrjLVVgtNvjL+hilHOa5NKuDeRLNiIeovcCcuj0n0oy//2BuBZ6h3hzmKdjrJnd3e19zsM/qg3JPJG3etjXNKK4WF1unDXir8o1Jx8Z2MCdLgW2xgnhtenSDv5+v4c+ZwL+wOv7pceBdMcafZ5mhiIiIiEhmKjAPzSJgSyx2IJfpwAtYQbdJivnUGQUxCliPBheYk7nk2+BuEtal2oROqquA3YMLO+eeSJrDTjRjo8wngKept4N5T2wpd+OLPz7617AO/DoLzFOBZQ153RQWYHm6TYjJGJWOTehgvg14ChWY12ZZOtadw1ysnmn8e0yXXsA2mrwI+BtgVIzxnKwzEhERERHJSAXmoSnyOHPGZBwIXNfAZe13A89Tb4G52NjpxhrP2Ylig7taL0ykLtUmLVEucpibEJNRFCuzF5hTd/cK6i0wFxscNuW5MZiFwAHBhQ2rPlHakHMSzYrHKGKaFgFvyjwVWB1Hkb2D2Ue/Ent+1F1gHo0VF++v+bzDdX06jq/5vG3ZRHRAMUY3yJ+NY4w7xxjfEmP8aozx8dxzFhERERHJSQXmobkJ+0KZZaO/FAkxnoYVPmDVl/ybqL/AvBJbQt9kV6fjwTWft+hSzZ2/XLgeizpoQkzGNGyDu2WZ51Gou8A8iQZEpwzDQmBd6unC3BvL1m3EBn/9zAEmBRc2yzyPUdh774rBbliThcB+Ne8BMAa4PX32NZaP/mngLvJ0MN/to1fBVURERERkBFGBeQhS1/BS8nUw7wtsSDMLH2AxGXUXmO/20b9Q4zk7cTMWg1B35+7kdGxEgTlFHcyjOQXm6xoUgbACiw+pK0ZlGs2JThmK4qJaHTEZTdzgrzAHWAeYkXkeo4EVDXr+LMD+HTN5sBuWaAwN6OAeoqXkKTC3ZYWEiIiIiIiURAXmoVsETAwurJvh3EVhu4mFD7AC83bBhe1qOt84WtCBmTrcrqb+AvMkrEv35prPO5CrgH2CC9vkmkBaCTCZBsRj9HE3sBGwfdUnCi5sgBVRrx7stk3ho38QiyKoY/XIFCwTu4nFw/nAa+S/SDOKZuQvF4rXci0xGek1tDvNz18uLAX2CC5sUcfJenSDPxERERERGQIVmIduEVYIOiDDuadgO5TfneHcQ1HbRn/pC/5oWlBgTuYCo4ILO9R4zsnYRmVNyusucpjrjgvpaz9sJcCCjHPor4gaqCMmYyKwAS0qMCcLqa+DeXETow989M9i77N1dur+gdRlP5oGFeB99I9hBe+6cpj3xP7d1JYC87J0rOvfLSNlgz8REREREelHBeah+006Hp3h3EXhI2Y491DUVmDGChzr0J4Cc605zGmDv4k07wv+YqyrOmcHZlGEGqkF5uI5OK+Gc5VpEdaFWVn3e9pEcH+au0oE7DU9ucY4lf62xzKqm9TBDPZ6nlbT41JsctiWAvPSdBxf0/l6YoM/EREREREZPhWYh8hH/zBWJDumzvMGFzbGIiGamr+Mj/4R4PfUU2Ael4431nCuMizBNoisKyZjFLAZDclfLvjoX8IKQbkLzL8D7s04h/5+m451FZjv8NH/roZzlamIQagyJuMAYD0a/D6Lvaa3AnbLdP6iuNqYDuZkAbADsGsN5xqTjk17DNbmYeAR6sth1gZ/IiIiIiIjlArMwzMb65TausZzTsA6dpvcWQf1bfQ3DssibUUHWdoM6xrgsJpOWSyhb1oHM1hMxoTgwmaZzj8NWNCklQA++uexonelBebU3XkQ7eteBnsur6TamIym59zD6td0rpiMUenYxA5mqCcmYwzwOx/9UzWcq2vpvW4ptqqlDtrgT0RERERkhFKBeXguxB6zo2o8Z1H4aHJnHViBeVyKaKjSOODO1BHbFnOA/dMGSFWbBLxIszb4K8zFXj8z6j5xuig0imbFYxRWUH0H8xhga9qXv1zkD99EtR3MU7FuzwcqPEe3lgOvsDqGoG6jgZdp1goAsM+eF6ivwNyKi5t9LAT2rfrCnjb4ExEREREZ2VRgHp7FWBREnTEZU4EHfPQP1XjOTtwAbAzsUfF5xtGe/OXClYCjnpiMYoO/V2s413Bdg3Wf54jJKIqTCwe8VR51FJiL/OXWFZiThcDUCnN2pwKLmtTd3l+6qJZzo79RwF0++tcynX+N0mami6mnwDya9hWY52P/1qvyAg00e/WMiIiIiIhUTAXmYfDRrwQuAo4OLqxT02mn0PzuZahho7+0EddetK/AvAjb4K7SmIz0nJxAw/KXC6kTdQn15VH3NQ2LWWjiY7MC2DW4sG6F5zgIeJT2ZMf2twjLH96r7IGDC1tgnalteJ9dAkzKtNHfaJr7/FkATAwubFDVCVKH7ja0r8C8EIhUv3LkaOxzromrREREREREpGIqMA/fhdhS86q7gQgubIkVVJqcC1q4CfsSW2UO897Yc7ZVBWYf/YvYl+6qc5hHA5vS7A6yq4AD08WCOk0DbvTRP1PzeYdiBZazvkuF5zgYmNfkDt1BVLnRX9F52Yb32cXAltSzKeQqKfpoL5qXv1xYAKwPjK/wHMUGf60qMPvon8Q+MysrMKcLHicAV6QLiSIiIiIiMsKowDx8l2CdkHXEZBSFj8Z31vnonwPuBvat8DTj0rFVBeZkDjA+dUtWpchmbWKXbmEuVgiq/AJNIRXHptLczrq707GSomFwYQesONjWeAyw1/xzVLPRX5Fz3+TXTSHXRn+7ABvQ7A5mqDYmoygwN/UxGMh8YHqFeyTsDewJnF/R+CIiIiIi0nAqMA+Tj/4J7MvasTWcrijCtaHwARaTUWUH8zjgVdr5BX8O9no7eLAbdmEyttnVrRWeo1tFkbPOmIzRwOtpZv4yWAczVNeVelA6trbAnHJ/l1DNhYmp2Mahj1cwdtluxDbaq3ujv9Hp2MgOZh/9g8B9VF9gfpXVr9c2mQ9sAYytaPzj01EFZhERERGREUoF5s5cCEwILuxU8XmmAHekJa5tcAMwqsL4g3HA7T76lysav0oLgFeoNibjTdhGZU3c4A+AVMS7gXo3+iuKTk3tYL4Pe27sX9H4BwEvAtdVNH5dFmLvu2Xn7E6lHfEYOTf6exuWr3t9zecdjgVUW2AejW1y+EqF56jK/HSsKibjBGCpj/7+isYXEREREZGGU4G5M7PT8eiKz9OWDf4KN2BZslV1SY2jnfEY+Oifx4pYlRSYUwzCAcDFVYxfsrnAQRVvatfXgcDTNLSzO10QuAB4V3BhvQpOcTB24aGNF2b6WojFqxxQ1oDBhTcAb6Bd77OLqXGjv+DCZsB7gZ+kFTxNtQB4Y3ovrMIYWpa/3Med2CafpReYgwvbANNR97KIiIiIyIimAnNnbgDup8KYjNQdvRMt6axLbkjH0mMyggsbA3vQ0gJzMgcrDG1WwdhHpmMbCsxXA5tQXcduf9OwAuvKms7Xie8D21Lye0pwYRNgIi2Ox+hjXjrOLHHMw9PxqhLHrNpiLO5gz5rO9x5s89Bv1nS+ThUrFErP6Q4urIPlmLeywJw295xPNR3Mx2D/lvxVBWOLiIiIiEhLqMDcgfRlbTZwRHBh/YpOU2w81abOujuxZdRV5DCPBRztLzCvQzVf8o8Cfg8sq2DsshWFwqqWa6+SCqz709x4jMJFwEPAh0oedyr2nJs32A2bzkf/MBbRcFSJw84CHqcdr5tCbRv9pS7pvwSW0vyLnUuxqJkqYjJ2o9mbHA7FfGB06jgu0/HAg7Q/gkdERERERLqgAnPnZgObUd2mbVOB12hR4SMt9b+ZagrM49KxzQXm+djvtNSYjODC67AO5ksa3qVbuA94gNWbz1VpMvY+1+gCc3rt/AA4JriwY4lDHwxE4JoSx8zpEixeZdNuB0rF01nAb1ryuinchF3Iq2Ojv4OAfYFvpAurjeWjfwH7vKyiwFxsctjKDuakyGGeXtaAKQ/9aOCCpj8/RERERESkWiowd+5y4GVseWgVpgA3puzeNrkB2L+CfNBx2ON9Z8nj1sZH/yzWkV52DvMEYBusC7bxUiFiHjV0MLN6uXzTuy8BTse6jd9X4pgHY+8jTc7OHY6LgfVYHW3Rjb2AXbD38tZIWdrLqWejv78AngLOquFcZVgATKkg331MOra5wLwYeJVy33cPw+JTFI8hIiIiIjLCqcDcoVQsnEMFBeZUnJ1MO4pi/c0DdqT8LuZxwG0++ldKHrduc7ACyMYljllEBlxS4phVmw/sGlzYueLzTAPu8tH/vuLzdM1HfzuWlfyhMi7QpNzY6fRG/nLhauB5yonJmJWOrSowJ8VGf5V9hgcXtgNOBn7go3+uqvOUbAGW7z5usBsO0xjgSSyGqJVSh/d1lFtgPh54AbiixDFFRERERKSFVGDuzmxgbHBh95LH3RPYknblLxd+hnVJvavkccfR7niMwhysA7O0ZcrYEuWlPvpHShyzapXnMKci7XQaHo/Rz/ex5fhlPC77YTE+rc9fLvjoXwKuZPWmlt2YhW3WekcJY9VtCfa73avCc3wIe6/6VoXnKNvcdDyu5HHHYBc42x4DMQ+YWsbeEen99QTg0lS8FhERERGREUwF5u5cmI5vKXncqenYugKzj/5R4FLgnWXFZKS81TfSGwXmecBK4E1lDBZc2Bwrol5cxng1uh7rRK0yh3kPYAdgYYXnKNtPgWcpZ7O/Ih++lzqYwZ7ro7q5sJc6fw8HLm9p0XBxOlYSk5G63/8cy6e+pYpzVMFHfx92AeIDJcc0jaHdG/wV5gMbAuNLGGs/YFfg/BLGEhERERGRllOBuQs++juwDrhDSh56CvAi7S2o/gQrCB84yO2Gamw6tvXxWMVH/zS2TLmsHOaZwLq0rMCcok4WUW2B+bR0vKDCc5QqRe+cDZwaXNisy+EOxt6f7u16Ys1SPNe7ick4ANiadsZjgG2m+iLVbfR3NLAb8M2Kxq/SGVhndymrI9IFzjfQ7vzlQrHRXxmPzfHp2Jr3VxERERERqY4KzN2bT/nL/KcA17U4b/gXwEuUF5NxQDq2vsCczAEODC5sVMJYR2Edr/MHu2EDzQPGBxc2KXvg1KH6AawDc0XZ41fs+1iO7MmdDpD+/ocC81raoTuQ24F76K7A3Ob85eICzfVUt9HfXwIPY+/lbXMe8Bz2+i9DcRFsSUnjZeOjfxB77ZTxb5YTgEU++odLGEtERERERFpOBebuzaPEzcpSsW0S7dzgD1jVpXshcEpaat2xtMz5L4G7gbtKmF4TzAHWp8sO7/TYHIUVUV8uY2I1mw+sw+pImDIdAuwOnF7B2FW7BuuW7CYm40Bss82e6y5MBfOLgVnBhfU6HGYWcGsquLXVYmBi2Rv9peiRtwDfbeNFzrQK4KfYKoAyNlM9AngZuKqEsZpgPnBQNxEiwYUdsPdtxWOIiIiIiAigAnMZylxyCnAslpH4y5LGy+UsLP+22yiI44AJwGd99K91PatmmAtEun9s9sKKqK2Kx+jjmnSsYqO/DwLPYN2MrZIKqN/DikBjOhzmZKwo1qsFoIuxTe6mDfeOaYOzQ2lp93IfS4BNsU0hy/RX2PvTd0set05nYM+Pt5Uw1hHA1T7650sYqwnmAzsBu3QxxrHp+KvupyMiIiIiIr1ABebulb1Z2cnA77AiZJtdiEU3dByTkTqs/hXrXj6znGnl56N/ElgGvLnLoYqIgIu6HCcLH/0TWJZsqTnMKbv4ZODsFheFfgS8hhXKhyV1tL4DuNhH/1TZE2uIy7HHp5OYjAOBjWl/gbn0jf6CCxOAjwNnpA3z2mousIIuYzJSp+7+wCUlzKkpyrgofjLwW+CGrmcjIiIiIiI9QQXmLvXZrKzrLswUj3EscF7bu3V99C9g+Z0npY7BThwLTAQ+18al2oM4Dzg4uLBHF2McDdzlo29zdMg8YHrJy/zfgRUQ2xiPAUDKNZ0NvK+DmJmpWHfiT0ufWEOkwvkCOiswzwJWAleWOacMbgFeoKSN/oIL6wL/AzwKfLKMMXPx0a8EfoDFqOzaxVDFRcBLu59VYyzHLop39G+W4MJOWFf3mT2Y7y4iIiIiIh1Sgbkc84AJJWxWdiywEb1TGDoL2BI4crh3TN3LHutC+1HJ82qCH2LL0N/fyZ2DCxsAh9PeeIzCfOD1wNgSx/wglmF8zWA3bLgfYjnKM4d5v3cAr9D7y9cvBiYFF7YZ5v1mYZuoPlHBnGrjo38VWwkx7JiQtfhb7ILex9r+2CQ/BBzw3i7GOAIruC8rY0JNkJ43C+n8ovi7sX879uLnsoiIiIiIdEgF5nIUm5VN6XKcU+iNeIzCpcDjdBaTcQy29LsXu5dJy88vBd7fYffuQViXbtsLzPPSsZQc5uDCXtgGf2f0QHfdBcBTDKNAli7MvAO4pIfjMQoXYwXEI4Z6h+DCplhBtu3xGIVfA9PSxnwdS6+bT2PZ/63LLV8TH/0KrEv9A51saJfucwRwWeqI7iXzgfHBhc2Hc6f0mLwfWOCjv72SmYmIiIiISCupwFyOolOy4yzZVPg4Fji37fEYhVQYPhc4Mbiw8VDv16d7+bdYF1qvOgPYDXhTB/c9CngV+E2J88nhTuD3lJfD/AEs/qD13XU++hex1QxvH8bqiCnYc6pXVkEMZAl2AWs4MRmHAOvSOwXmH9DFSghY9X77bWxTyI/2wIWZvs7ANkPt5ALWOGwFQS/FYxR+gV0U/7Nh3u8AYF96+3NZREREREQ6oAJzCfpsVtZNF+axwIb0XmHoLGAT4Lhh3OdorFDWk93LffwC61Ad1kZuqSD0FmCej/6ZCuZVm1TMmk8JBeaUVfx+rHv3gW7Ha4gfYa+ftw3x9idj8Ri/rGxGDZEuxF0KHDmMDtVZWCF13mA3bAMf/b1YsfwDXeSYfxCLYfmHHnrdFM4DnqOzzf6KaKeeKzD76BcDVwB/l+KWhup92PvL2ZVMTEREREREWksF5vLMA2Z08SX/FOBh4OryptQIc4EHGWJMRioU/StwDz3eJZU2QjwL2whxi2Hc9UhgP+CcSiZWv3nAXsGF7bocZyawMy3e3G8NrsZeC+8Z7IbptXMycKmP/smK59UUF2NdpvsN8fYzgfk++uerm1LtTqfDlRDBhR2ALwNXAd8td1r5+eifxS7antrBHglHALemOKNe9AXstfO+odw4bQJ5GnC+j/7xKicmIiIiIiLtowJzeYrNyvYe7h1TPMYxwHm9Eo9RSH+fc4BjggtbDeEuRwFTse7llyudXDOcjm3seMpQbpwuYHweKzp+r8J51Wl+Onabw/xB4Al6aHO7lP16JnBEcGHHQW4+iZETj1G4JB2PHeyGwYWtgfFY52Yv+Tmdr4T4Bvb+8+EezBkunAFsBrx9qHdIXb2H0YPdy31cjsXM/ENa/TGYI4HtsFgWERERERGRP6ACc3mKJdedLPU/DovH6JWO1P7OwPIeZw9UZA4ujAO+gxVPR8qX2GuxeJUPDPH2JwETAe+jf6mqSdVsCRZb0HGBObjweixG4n9TdnEvORN7rx5sFcDJWC53zxTYB5MiHa4A/n4IHfAnYJsC9kr+MrBqJcRPGP5KiP+DvWb+ucc3bJsL3Ab8yzDiIA7CCu+XDHbDtkrxRF/AMqpPGsJd3gc8ClxU5bxERERERKSdVGAuT7FZWSdFspOxeIyeyAXtz0d/PdY9Nh6Ys6ZOzODCYVgcwHrAW0dI93LxJf8MLF5lzEC3TUuUP4MVpM+sfnb1SAXhJXSYw5wKiz/ALtL0UjwGAD76W4HFwHvXdps+8RiXjcDl6x8DNgX+Y203SFEQX8KeZwtrmledhrsS4t1AwF43/1nhvLJLndkfB0YD/zjEux2BXayZU9W8GuLnWPH9nwbKMU8X8N4KnDVSPptFRERERGR4VGAuSaeblQUXNsPiMc7ttXiMvnz0v8L+nrsDc4MLbyx+Flw4FesUewiY5qNflmOOGf0IeI3Bu5jfD4wB/qUHnyvzgMnD3HCK4MIpwE3YxpCf8NEvqWJyDfAjYHxwYd+1/Hwi9toaSfEYAPjobwG+CLw3uDCr/89T4ex72GaJ7+3B1w7AIuBWhrASIrgwAytIXwV8JH129TQf/aVY3v2nggujh3CXI7Cs7lZvojqYVHz/d+zi75ED3PQdwAb0+L4IIiIiIiLSORWYyzUfGBVc2HYY9+n1eIxVfPRXALOArYCrgwtjgwt/hy3vXggc7KO/J+ccc/DRPwz8Gnjf2rIwgwsbAh4rJP2ivtnVZj6wPvDVIWQNE1zYNrhwDnA2sAKY4KPv5U7Mn2AXIda22d87sI7LX9Q1oYb5PLaK5FvptdLXh7GLW/9fKkb3nFQkPp1BVkIEF/bAniP3Am/voZidofg74AXgm4N0626DXbDp5fzlvs4EHgD+aYDbvA+4BVsBICIiIiIi8kdUYC5XEXExnJiMk7HO3Z6Mx+jPR78Q2zxpHezL6peBc4EjR+DS/r5OB3bCOufW5M+BXYBP9WjH4YXA/wB/CtwdXPhK/0JzcGG94MKU4MInsK7ltwKfAmb46G+ue8J18tE/gmWfnpY2elylTzzGFSP1NZRiVv4Cy5P9VPH/gwt7AV/Bcpf/O8/sajPgSogUc3ABsC5wnI/+sdpm1gDpQt4/AjNZ+4UasIugjhFSYE6RF18GDgsuTO//83RR4hDghz362SMiIiIiIiVQgblcw9qsLG14V8RjrKxyYk3io78B+8J6G5abemoPbsw2XBcAjwEf7P+DFKPyz8DlPvqe2qCs4KN/2Uf/YSwC5CwsM/Xu4ML/DS58OrhwBfAk1sH9H1jX8iQf/Rd89K/mmnfNzgR2Bt4EEFxYP2XpLgD2xLqcRywf/WXYY/SPaXXEutiS/peBD/T6e6yP/iHsIsQfrYRIGdTnAqOAk3z0t2WYYhN8B3u9fHmADWePxN5rFtc1qQb4LvA4/TKq02voT4AI/DjDvEREREREpCXWzT2BXuKjfzG4MKTNyoIL47G81HWxjZZGFB/9ncCE3PNoCh/9y8GFM4G/Di7sh3XPXYptMvW3wDb06czsVT76u4APBRc+jxXVP4Z1Ey7DcnSvBub56B/INsl8fgk8A/xlcOFgrGN3B+xCzUcZge8ja/AJ4FjgW1iu+3TgNB/9/VlnVZ/Tsb//kcCvU/fpJ4EPYRuo/qmP/jcZ55eVj35lcOEjwHXAv2HxKauk1QBHYBfzejGre4189M8GF/4L8MGFS4HtgB2xzx2HPR735ZyjiIiIiIg0m4tRKx7LFFz4D6wotsWa8i3TF9gPAV/HOlZP9dFfXe8spYmCCxtjRcMjgEOBjbBc3ZXAhT76t2ecXhbBhe2AF3p9s62hCi58n9Vd7rOBrwGX9np37nAEF/4Ei1sBy7Z/50hZ2h9cWB94ELgeeBg4FYvN+AHwJR/9HRmn1xjBhS9hhfc3Y5sjbpn+7IkV6T/io/9OvhnWL7iwNRZV5LDnzsNYfNfvsM+fezNOrydNnjw5Ll48khrlRURERKQXOOeWxBgn9///6mAu3zysi24icE3fH6QC4jeA9wOXYZ11j9Q+Q2kkH/3zWBbml9NGZdOxYvME4B9yzi0XvT7+yKeBe4CzfPS3555MQ52OZezuBfzFSCkuw6qVED8G/gp4Fsuf/oqP/sG8M2ucfwVOwT6H+3sVixoZUVIm97Tc8xARERERkXZSB3PJggvbY50/fw+cgWWmFn8+CowDPgN8eiQtwRURqUvq5N3QR/907rnULXWivg04z0f/RO75NFVwYTRwIvAU8ASWu/wE8EDKsxaplDqYRURERKSN1tbBrAJzBYILd2JLbft7BHifj/7imqckIiIiIg2hArOIiIiItJEiMur1N1iG7v3pzwPp+LC6lkVERERERERERKRXqMBcAR/9BcAFuechIiIiIiIiIiIiUqXX5Z6AiIiIiIiIiIiIiLSTCswiIiIiIiIiIiIi0hEVmEVERERERERERESkIy7GmHsOIiIiIiIjhnPuGeC23PMYIbYBHs09iRFAj3N99FjXR491ffRY10ePdT16+XHeLca4bf//qU3+RERERETqdVuMcXLuSYwEzrnFeqyrp8e5Pnqs66PHuj56rOujx7oeI/FxVkSGiIiIiIiIiIiIiHREBWYRERERERERERER6YgKzCIiIiIi9fpO7gmMIHqs66HHuT56rOujx7o+eqzro8e6HiPucdYmfyIiIiIiIiIiIiLSEXUwi4iIiIiIiIiIiEhHVGAWERERERERERERkY6owCwiIiIiIiIiIiIiHVGBWUREREREREREREQ6ogKziIiIiIiIiIiIiHTk/wFa3ZnAAtcEywAAAABJRU5ErkJggg==", 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "arr_a = arr_yankov1[idx_a:idx_a+window_]\n", - "arr_b = arr_yankov1[idx_b:idx_b+window_]\n", - "arr_c = arr_yankov1[idx_c:idx_c+window_]\n", - "\n", - "def distance(x, y):\n", - " return np.linalg.norm(x-y)\n", - "\n", - "t_ = np.vstack([arr_a, arr_b, arr_c])\n", - "D = linkage(t_, method='single', metric=distance)\n", - "\n", - "\n", - "plt.subplot(122)\n", - "plt.title(\"similarities hierarchy plot\", fontsize=24)\n", - "plt.tick_params(labelbottom=False)\n", - "dendrogram(D, leaf_font_size=30, orientation=\"right\", labels=[\"A\", \"B\", \"C\"])\n", - "\n", - "for (coo_, arr_, color_) in zip([321, 323, 325], [arr_c, arr_a, arr_b], [\"green\", \"red\", \"purple\"]):\n", - " plt.subplot(coo_)\n", - " plt.plot(arr_, color=color_)\n", - " plt.axis(\"off\")\n", - "\n", - "plt.tight_layout()\n", - "\n", - "plt.show()\n", - "\n", - "plt.figure(figsize=(25, 2))\n", - "plt.plot(arr_a, color=\"red\")\n", - "plt.plot(arr_b, color=\"purple\")\n", - "plt.axis(\"off\")\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\n", - "### 1-2. Existing tech is effective ? (Details on original paper)\n", - "\n", - "1.Why not replace the Euclidean distance with the Dynamic\n", - "Time Warping (DTW) distance? \n", - " => DTW is no more useful than Euclidean distance in this case.\n", - "\n", - "2.Why not search for shorter patterns, and after finding\n", - "the shorter motifs, somehow “grow” them with invariance\n", - "to uniform scaling? \n", - " => the idea of “growing” motifs (under invariance to “noise”) appears unworkable\n", - "in both real and discrete domains." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 1-3. Optimal squared Euclidean distance (uniform scaling)\n", - "Suppose that we have a query time series $Q = (q_1, q_2,.....,q_{m_q})$ Suppose that we have a query time series $C = (c_1, c_2,.....,c_{m_c})$. \n", - "Without loss of generality, assume that $m_q \\leq m_c$. A uniformly scaled version of the query $Q$ with scaling factor $\\frac {m_q}{s}$ is \n", - "the time series $Q^s = (q ^{s}_{1}, q ^{s}_{1},.....,q ^{s}_{s})$, where $q ^{s}_{i} = q_{i \\frac {m_q}{s}}$.\n", - "
\n", - "Comparing $Q$ and $C$ directly. \n", - "Left plot: yields larger Euclidean distance. \n", - "Right plot: stretching Q with 8% produces $Q_s$ which resembles very closely the prefix of $C$." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "query_red = pd.read_pickle(\"dataset/31_1_yankov2_red.pkl\")\n", - "cand_blue = pd.read_pickle(\"dataset/31_1_yankov2_blue.pkl\")\n", - "x_red = np.arange(len(query_red))\n", - "cand_blue_ = cand_blue[:len(query_red)]\n", - "\n", - "# uniform scaling\n", - "fitted_curve = interpolate.PchipInterpolator(x_red, query_red)\n", - "x_dummy = np.arange(0, len(query_red), 1/1.08)\n", - "\n", - "query_red_s = fitted_curve(x_dummy)\n", - "x_red_s = np.arange(len(query_red_s))\n", - "cand_blue_s = cand_blue[:len(query_red_s)]\n", - "\n", - "# plot\n", - "_, axes = plt.subplots(1, 2, tight_layout=True)\n", - "fontd_ = {\"family\" : \"Georgia\"}\n", - "\n", - "axes[0].plot(query_red, color=\"red\")\n", - "axes[0].plot(cand_blue, color=\"blue\")\n", - "axes[0].fill_between(x_red, query_red, cand_blue_,\n", - " facecolor='white', hatch=\"|\", interpolate=True)\n", - "axes[0].text(104, 1.30, \"Q\", fontsize=48, fontdict=fontd_)\n", - "axes[0].text(155, 1.30, \"C\", fontsize=48, fontdict=fontd_)\n", - "\n", - "axes[1].plot(query_red_s, color=\"red\")\n", - "axes[1].plot(cand_blue, color=\"blue\")\n", - "axes[1].fill_between(x_red_s, query_red_s, cand_blue_s,\n", - " facecolor='white', hatch=\"|\", interpolate=True)\n", - "axes[1].text(104, 1.30, \"Q\", fontsize=48, fontdict=fontd_)\n", - "axes[1].text(155, 1.30, \"C\", fontsize=48, fontdict=fontd_)\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The uniform scaling distance $d_{u}(Q, C)$ is defined as optimal squared Euclidean distance between some prefix of $C$ with length $s >= m_{q}$ \n", - "and query scaled to the size of that prefix. Or more formally:\n", - "\n", - "\\begin{align}\n", - " d_{u}(Q, C) ={}&\n", - " \\min _{m_{q} \\leq {s} \\leq m_{c}}{\n", - " \\sum_{i=1}^{s} ( q^s_{i} - c_{i})^2\n", - " }\n", - "\n", - "\\end{align}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 2. Uniform scaling\n", - "\n", - "A random walk time series with two exemplars from the MALLAT dataset. \n", - "With the second half linearly stretched by **6%**, This causes the top-motif to change to snippets of random walk." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "data = pd.read_pickle(\"dataset/31_1_MALLAT.pkl\")\n", - "strech_div = 5000\n", - "strech_ratio = 1.06\n", - "w_ = 1024\n", - "\n", - "data_sepA = data[:-strech_div]\n", - "data_sepB = data[-strech_div:]\n", - "\n", - "x_B = np.arange(len(data_sepB))\n", - "fitted_curve = interpolate.PchipInterpolator(x_B, data_sepB)\n", - "x_dummy = np.arange(0, len(x_B), 1/strech_ratio)\n", - "data_sepB_s = fitted_curve(x_dummy)\n", - "data_streched = np.hstack([data_sepA, data_sepB_s])\n", - "\n", - "fig, axs = plt.subplots(2, 1)\n", - "axs[0].plot(data, color=\"gray\")\n", - "axs[0].axvline(len(data)-strech_div, color=\"red\")\n", - "axs[0].axvline(len(data), color=\"red\")\n", - "axs[0].text(len(data)-900, 0, \"100%\", color=\"red\", fontsize=30)\n", - "axs[0].set_xlim(0, len(data_streched)+100)\n", - "axs[1].plot(data_streched, color=\"gray\")\n", - "axs[1].axvline(len(data_streched)-strech_div*strech_ratio, color=\"blue\")\n", - "axs[1].axvline(len(data_streched), color=\"blue\")\n", - "axs[1].text(len(data_streched)-900, 0, \"106%\", color=\"blue\", fontsize=30)\n", - "axs[1].set_xlim(0, len(data_streched)+100)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Top plot: The color highlighting indicates the top-1 motif \n", - "Bottom plot: the matrix profile corresponding to the random walk time series. \n", - "The minimum values (grey line) correspond to the top-1 motif in the time series." - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "x_raw = np.arange(len(data))\n", - "mp_raw = stumpy.stump(data, w_)\n", - "idx_a_raw = np.argmin(mp_raw[:, 0])\n", - "idx_b_raw = mp_raw[:, 1][idx_a_raw]\n", - "\n", - "fig, axs = plt.subplots(2, 1)\n", - "axs[0].plot(x_raw[idx_a_raw:idx_a_raw+w_], data[idx_a_raw:idx_a_raw+w_],\n", - " color=\"lime\", linewidth=8)\n", - "axs[0].plot(x_raw[idx_b_raw:idx_b_raw+w_], data[idx_b_raw:idx_b_raw+w_],\n", - " color=\"aqua\", linewidth=8)\n", - "axs[0].plot(data, color=\"gray\")\n", - "axs[1].plot(mp_raw[:, 0], color=\"darkred\")\n", - "axs[1].axvline(idx_a_raw, color=\"k\", alpha=0.4)\n", - "axs[1].axvline(idx_b_raw, color=\"k\", alpha=0.4)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The same time series, but with the second half linearly stretched by 6%." - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "mp_strech = stumpy.stump(data_streched, w_)\n", - "x_s = np.arange(len(data_streched))\n", - "\n", - "idx_a_s = np.argmin(mp_strech[:, 0])\n", - "idx_b_s = mp_strech[:, 1][idx_a_s]\n", - "\n", - "fig, axs = plt.subplots(2, 1)\n", - "axs[0].plot(x_s[idx_a_s:idx_a_s+w_], data[idx_a_s:idx_a_s+w_],\n", - " color=\"lime\", linewidth=8)\n", - "axs[0].plot(x_s[idx_b_s:idx_b_s+w_], data[idx_b_s:idx_b_s+w_],\n", - " color=\"aqua\", linewidth=8)\n", - "axs[0].plot(data, color=\"gray\")\n", - "axs[1].plot(mp_strech[:, 0], color=\"b\")\n", - "axs[1].axvline(idx_a_s, color=\"k\", alpha=0.4)\n", - "axs[1].axvline(idx_b_s, color=\"k\", alpha=0.4)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The pair of raw dataset are no longer the top-1 motif, an unexpected and disquieting result." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 3. Which kind of dataset is effective?\n", - "Time seris with **very sharp rises and falls** are particularly sensitive to having features out of phase like complex time series. \n", - "For most datasets, motif discovery is much more robust to small amounts of uniform scaling. \n", - "\n", - "Here is one of the class of **OSU Leaf** dataset(complex time series) in ucr." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "leaf = pd.read_csv(\"dataset/OSULeaf_TEST\", header=None)\n", - "leaf_class4 = leaf.loc[leaf.iloc[:, 0] == 4, :]\n", - "plt.plot(leaf_class4.values[:, 1:].T, color=\"k\", alpha=0.18)\n", - "plt.plot(leaf_class4.values[1, 1:].T, color=\"red\", alpha=0.6, label=\"sample A\")\n", - "plt.plot(leaf_class4.values[3, 1:].T, color=\"blue\", alpha=0.6, label=\"sample B\")\n", - "plt.legend()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 4. Search scaling factor with Matrix profile\n", - "Two non-contagious snippets from the ElectriSense dataset (Gupta 2010). \n", - "While semantically similar, they have a very large Euclidian distance because they are of different lengths." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "electric_14 = pd.read_pickle(\"dataset/31_4_green.pkl\")\n", - "electric_18 = pd.read_pickle(\"dataset/31_4_red.pkl\")\n", - "x_14 = np.arange(len(electric_14))\n", - "\n", - "def brief_edge(x): return np.where(x>1000)[0][0]-15\n", - "idx_edge14 = brief_edge(electric_14)\n", - "idx_edge18 = brief_edge(electric_18)\n", - "\n", - "fig, axs = plt.subplots(4, 1)\n", - "fig.suptitle(\"Raw dataset and snippets\", fontsize=16)\n", - "axs[0].plot(electric_14, color=\"lawngreen\", linewidth=6)\n", - "axs[0].set_xlim(0, len(electric_14))\n", - "axs[0].axvline(400, color=\"k\", linestyle=\"--\")\n", - "axs[1].plot(electric_18, color=\"darkred\", linewidth=3)\n", - "axs[1].set_xlim(0, len(electric_14))\n", - "axs[1].axvline(400, color=\"k\", linestyle=\"--\")\n", - "axs[2].plot(x_14[idx_edge14:idx_edge14+400], electric_14[idx_edge14:idx_edge14+400],\n", - " color=\"lawngreen\", linewidth=6)\n", - "axs[2].axvline(idx_edge14+400, color=\"k\", linestyle=\"--\")\n", - "axs[3].plot(electric_18[idx_edge18:idx_edge18+400], color=\"darkred\", linewidth=3)\n", - "axs[3].axvline(400, color=\"k\", linestyle=\"--\")\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "To the best of our knowledge, there is only one research effort that has addressed this. However, this method is approximate, requires many parameters to be set, \n", - "and is only able to support a limited range of scaling (Yankov 2007). In contrast, we can easily and exactly solve this problem under our simple assumptions.\n", - "\n", - "Given our assumptions, we can simply iterate over all possible scaling factors in a given range. \n", - "For example, to discover motifs that are similar after scaling one pattern by 150–180%, we can use the following code snippet." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "Ta = electric_14\n", - "Tb = electric_18\n", - "\n", - "minJMP = np.full(len(Ta), np.inf)\n", - "minScale = np.ones(len(Ta))\n", - "minJMPindex = np.zeros(len(Ta))\n", - "\n", - "x_Tb = np.arange(len(Tb))\n", - "fitted_curve = interpolate.PchipInterpolator(x_Tb, Tb) # strech function\n", - "\n", - "for scale_factor in range(150, 180):\n", - " x_dummy = np.arange(0, len(x_Tb), 100/scale_factor)\n", - " Tb2 = fitted_curve(x_dummy)\n", - " JMP_ = stumpy.stump(Ta, 500, Tb2, ignore_trivial=False)\n", - " locs = np.where(JMP_[:, 0] < minJMP[:len(JMP_[:, 0])])[0]\n", - " minJMP[locs] = JMP_[:, 0][locs]\n", - " minScale[locs] = scale_factor/100\n", - " minJMPindex[locs] = JMP_[:, 1][locs]" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "idx_fit = np.argmax(minJMPindex)\n", - "scale_fit = minScale[idx_fit]\n", - "fitted_curve = interpolate.PchipInterpolator(x_Tb, Tb)\n", - "x_dummy = np.arange(0, len(x_Tb), 1/scale_fit)\n", - "Tb_s = fitted_curve(x_dummy)\n", - "\n", - "idx_Ta = brief_edge(Ta)\n", - "idx_Tb = brief_edge(Tb_s)\n", - "\n", - "plt.plot(Ta[idx_Ta:idx_Ta+400], color=\"lawngreen\", linewidth=6)\n", - "plt.axvline(400, color=\"k\", linestyle=\"--\")\n", - "plt.plot(Tb_s[idx_Tb:idx_Tb+400], color=\"darkred\", linewidth=3)\n", - "plt.axvline(400, color=\"k\", linestyle=\"--\")\n", - "plt.title(f\"uniformly stretched to {scale_fit*100}% of its original length\", fontsize=16)\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now, the resulting Matrix Profile will discover the motifs with the appropriate uniform scaling invariance. \n", - "In fact, we did exactly this on a 6,106,456 length trace of household electrical demand to discover the motif shown. \n", - "\n", - "This example perfectly elucidates the philosophy driving this paper. \n", - "For many time series data mining tasks, we may not need to spend significant human time\n", - "designing, implementing and tuning new algorithms. \n", - "The Matrix Profile and ten lines of code may be sufficient." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## References\n", - "[The Swiss Army Knife of Time Series Data Mining: Ten Useful Things You Can Do With The Matrix Profile And Ten Lines Of Code](https://www.cs.ucr.edu/~eamonn/Top_Ten_Things_Matrix_Profile.pdf) (see Section 3.1)\n", - "\n", - "Yankov 2007: [Detecting time series motifs under uniform scaling. In: Proceedings of the 2007 ACM SIGKDD](https://dl.acm.org/doi/10.1145/1281192.1281282) \n", - "\n", - "OSU Leaf: [UCR Time Series Classification Archive](https://www.cs.ucr.edu/~eamonn/time_series_data_2018/)\n", - "\n", - "Gupta 2010: [ElectriSense: single-point sensing using EMI for electrical event detection and classification in the home](https://ubicomplab.cs.washington.edu/publications/electrisense/)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "v39", - "language": "python", - "name": "v39" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - }, - "orig_nbformat": 4, - "vscode": { - "interpreter": { - "hash": "8a6bfd200c7cf5adb010f5ccf3201bdc50fbb61960f2054d83ce51c0679fd34a" - } - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} From fcf15a2fec3389fd0ee3b69979b6bdee6051ddbd Mon Sep 17 00:00:00 2001 From: ken Date: Tue, 7 Mar 2023 21:50:35 +0900 Subject: [PATCH 05/14] fix md --- docs/Tutorial_Contrast_Profile.ipynb | 154 ++++++++++++++++++++++----- 1 file changed, 125 insertions(+), 29 deletions(-) diff --git a/docs/Tutorial_Contrast_Profile.ipynb b/docs/Tutorial_Contrast_Profile.ipynb index 8f56ee22c..a86432a45 100644 --- a/docs/Tutorial_Contrast_Profile.ipynb +++ b/docs/Tutorial_Contrast_Profile.ipynb @@ -54,22 +54,100 @@ "Let's walk through by running example of a noisy electrocardiogram(ECG). \n", "From the dataset, we extract two snippet:v_pos[T(+)] and v_neg[T(-)]. Those are around 27-second snippet. \n", "Also specification of T(+), T(-) is followings.\n", - "- 𝐓(+): contains **at least two behaviors** that are unique to the phenomena of interest. \n", - "- 𝐓(−): contains **zero behaviors of interest**. \n", + "- 𝐓(+): contains **at least two instances** that are unique to the phenomena of interest. \n", + "- 𝐓(−): contains **zero instances of interest**. \n", "\n", - "T(+) requires at least two behaviors. At this time, T(+) has two desired behaviors." + "T(+) requires at least two instances. At this time, T(+) has two desired instances." ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Signals on grey area are the \"desired behaviors\" which are similar. \n", + "\n", + "[Bottom fig] : T(-) looks clean, much more regular repeated pattern. Because T(-) has to be **zero instances of interest**.\n", + "\n", "## Couldn't find simply?\n", "I'll show the result of applying distance profile, Matrix profile, and why Contrast profle is needed.\n", "- 1.Distance Profile with normal beat query\n", "- 2.self-join Matrix Profile\n", "- 3.AB-join Matrix Profile\n", "\n", - "### 1.Distance Profile with normal beat query" + "### 1.Distance Profile with normal beat query\n", + "Desired behavior is so different from normal ECG signal. So, desired behavior could be enough high value to find it in distance profile with normal ECG query and T(+). \n", + "I pick up v_query(typcial normal ECG query) we can see everywhere in dataset." ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 25, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" + "
" ] }, "metadata": {}, @@ -142,7 +226,8 @@ } ], "source": [ - "v_query = ecg_df.iloc[5930:5930+127, 1].values.astype(float)\n", + "v_query = ecg_df.iloc[5930:5930+m, 1].values\n", + "plt.figure(figsize=(10,3))\n", "plt.plot(v_query, label=\"normal ECG beat\")\n", "plt.legend()\n", "plt.show()" @@ -150,7 +235,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -161,12 +246,12 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 23, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -197,14 +282,14 @@ "metadata": {}, "source": [ "Even thought desired behavior subsequence is quite different compared to query. \n", - "Distance profile on desierd behavior doesn't have no specific features for classification.\n", + "Distance profile on desierd behavior isn't enough to high to find those. \n", "\n", "### 2.self-join Matrix Profile" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -215,12 +300,12 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/png": 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" ] @@ -256,12 +341,13 @@ "While these **two beats are similar**, they are not as well conserved as normal beats. \n", "Matrix profile on desierd behavior also doesn't have no specific features for classification.\n", "\n", - "### 3.AB-join Matrix Profile" + "### 3.AB-join Matrix Profile\n", + "Insead of arbitrarily choosing normal ECG signal query, how about comparing T(+) has desired behavior with the clean T(-)." ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -272,7 +358,7 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -335,12 +421,14 @@ "- Matrix Profiles $MP_{m}^{(++)}$: Matrix profile the self-join of 𝐓(+) \n", "\n", "## Contrast Profile\n", - "The subsequence in 𝐓(+) corresponding to the highest point in the Contrast Profile is called the **Plato**." + "##### Plato\n", + "The subsequence in 𝐓(+) corresponding to the highest point in the Contrast Profile is called the **Plato**. \n", + "A backronym of *pattern likely able to organize*, which is suggestive of a *platonic* ideal for some behavior of interest." ] }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -352,7 +440,7 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -400,7 +488,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -421,7 +509,7 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -461,7 +549,7 @@ }, { "cell_type": "code", - "execution_count": 101, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -499,6 +587,14 @@ "plt.show()" ] }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "That's not exact match but we could find desired behavior(Plato) by Contrast Profile." + ] + }, { "attachments": {}, "cell_type": "markdown", From 1565ebb1809e65ac4ca119a2aed2051df1b2c7f1 Mon Sep 17 00:00:00 2001 From: ken Date: Wed, 8 Mar 2023 13:12:25 +0900 Subject: [PATCH 06/14] recreate book --- docs/Tutorial_Contrast_Profile2.ipynb | 249 +++++++++++++++++++++++ docs/images/contrast_profile_concept.png | Bin 0 -> 34386 bytes 2 files changed, 249 insertions(+) create mode 100644 docs/Tutorial_Contrast_Profile2.ipynb create mode 100644 docs/images/contrast_profile_concept.png diff --git a/docs/Tutorial_Contrast_Profile2.ipynb b/docs/Tutorial_Contrast_Profile2.ipynb new file mode 100644 index 000000000..7fe768ab4 --- /dev/null +++ b/docs/Tutorial_Contrast_Profile2.ipynb @@ -0,0 +1,249 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Novel Time Series Primitive that Allows Real World Classification\n", + "\n", + "## Contrast Profile\n", + "\n", + "The tutorial is adapted from the [Matrix Profile XXIII paper](https://www.cs.ucr.edu/~eamonn/ContrastProfile_V048_names.pdf). \n", + "\n", + "Subsequence’s distance to its nearest neighbor within the same \n", + "dataset can be represented by the [Matrix Profile](https://stumpy.readthedocs.io/en/latest/Tutorial_The_Matrix_Profile.html). \n", + "\n", + "Small values in the Matrix Profile are called *motifs*, and large values are called *discords*.\n", + "\n", + "It may be usefull to score subsequences with\n", + "1. close to nearest neighbor in certain data \n", + "2. far from its nearest neighbor in other **black-listed** data\n", + "\n", + "We give a visual intuition of the property of interest.\n", + "\n", + "\n", + "\n", + "Fig1. Visual intuition of our interest. Blue is **target** class, red is **non-target** class.\n", + "\n", + "\n", + "- [Point A: **discord**] is **far** from its nearest neighbor in the **non-target** class, \n", + " but it is also **far** from its nearest neighbor within its own target class. \n", + " It is an anomaly that would score highly on the definition of time series discord\n", + "\n", + "- [Point B: **motif**] in contrast is **very close** to its nearest neighbor in the **target** class, \n", + " but it is also **close** to its nearest neighbors in **non-target** class. \n", + " This point would score highly on the definition of time series motif.\n", + "\n", + "- [Point C: **our interest**] is both very **far** from its nearest neighbor in the **non-target** class \n", + " and very **close** to its nearest neighbor in the **target** class. \n", + " This is exactly the property we desire.\n", + "\n", + "We call this property(our interest) **Contrast**, and the vector that represents it the **Contrast Profile**. \n", + "\n", + "## Getting Started\n", + "Let's import the packages that we'll need to load, analyze, and plot the data." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import stumpy\n", + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "plt.style.use('https://raw.githubusercontent.com/TDAmeritrade/stumpy/main/docs/stumpy.mplstyle')" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Loading the ECG data\n", + "Let's walk through by running example of a noisy electrocardiogram(ECG). \n", + "\n", + "We proposed to compute the Contrast Profile **only when we belive that the two following assumptions are likely to be true:**\n", + "- 𝐓(+): contains **at least two instances** that are unique to the phenomena of interest. \n", + "- 𝐓(−): contains **zero instances of interest**. \n", + "\n", + "From the dataset, we extract two snippet(v_pos:T(+) and v_neg:T(-)), define index of desired instances on the purpose. \n", + "Those are around 27-second snippet. \n", + "T(+) requires at least two desired instances. At this time, T(+) has its instances." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " 0 1\n", + "0 12.0 -12.0\n", + "1 10.0 -14.0\n", + "2 10.0 -12.0\n", + "3 14.0 -10.0\n", + "4 18.0 -4.0" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ecg_df = pd.read_csv(\"14172m.csv\", index_col=0).astype(float) \n", + "ecg_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# T(+)\n", + "v_pos = ecg_df.iloc[64630:68129, 1].values\n", + "# T(-)\n", + "v_neg = ecg_df.iloc[69880:73379, 1].values\n", + "\n", + "# subsequence length\n", + "m = 128 \n", + "# desired instances indices\n", + "idx_desired0, idx_desired1 = 550, 2030" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualizing the ECG snippets with desired instances." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axis = plt.subplots(2, 1, gridspec_kw={\"hspace\":0})\n", + "axis[0].plot(v_pos, linewidth=0.5)\n", + "axis[1].plot(v_neg, linewidth=0.5)\n", + "axis[0].axvspan(idx_desired0, idx_desired0+m, color=\"grey\", alpha=0.4, label=\"desired instances\")\n", + "axis[0].axvspan(idx_desired1, idx_desired1+m, color=\"grey\", alpha=0.4)\n", + "axis[0].set_ylabel(\"T(+)\")\n", + "axis[1].set_ylabel(\"T(-)\")\n", + "axis[0].legend(loc=1)\n", + "\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Upper fig : T(+) looks noisy, 𝐓(+) has to include contains **at least two instances**. Signals on grey area are two \"desired instances\" which are similar. \n", + "Bottom fig : T(-) looks clean, much more regular repeated pattern. Because T(-) has to be **zero instances of interest**." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "v39", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "8a6bfd200c7cf5adb010f5ccf3201bdc50fbb61960f2054d83ce51c0679fd34a" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/images/contrast_profile_concept.png b/docs/images/contrast_profile_concept.png new file mode 100644 index 0000000000000000000000000000000000000000..7b07ddc332fb3a4aec2309b4cec3ec6283b2b0f2 GIT binary patch literal 34386 zcmaI82T)UA@IM+t=q)OtDG)4xAiWEL(8NZuP^9;cfT8z*fL|3*QF;lW6zKv|0|E-D zp_kCB5?TlldI|61Z+`Fn=gphP40FlNx##SjEob+$d-=~mPltt(hY^$-N2 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Visual intuition of our interest. Blue is **target** class, red is **non-target** class.\n", - "\n", - "\n", - "- [Point A: **discord**] is **far** from its nearest neighbor in the **non-target** class, \n", - " but it is also **far** from its nearest neighbor within its own target class. \n", - " It is an anomaly that would score highly on the definition of time series discord\n", - "\n", - "- [Point B: **motif**] in contrast is **very close** to its nearest neighbor in the **target** class, \n", - " but it is also **close** to its nearest neighbors in **non-target** class. \n", - " This point would score highly on the definition of time series motif.\n", - "\n", - "- [Point C: **our interest**] is both very **far** from its nearest neighbor in the **non-target** class \n", - " and very **close** to its nearest neighbor in the **target** class. \n", - " This is exactly the property we desire.\n", - "\n", - "We call this property(our interest) **Contrast**, and the vector that represents it the **Contrast Profile**. \n", - "\n", - "## Getting Started\n", - "Let's import the packages that we'll need to load, analyze, and plot the data." + "Let's demonstrate it in ECG data with anormaly behavior.\n", + "- 1.Matrix Profile on the first half of dataset which has **1 anomaly behavior**.\n", + "- 2.Matrix Profile with whole dataset which has **2 similar anomaly behaviors**." ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 78, "metadata": {}, "outputs": [], "source": [ @@ -56,7 +33,17 @@ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", - "plt.style.use('https://raw.githubusercontent.com/TDAmeritrade/stumpy/main/docs/stumpy.mplstyle')" + "plt.style.use('https://raw.githubusercontent.com/TDAmeritrade/stumpy/main/docs/stumpy.mplstyle')\n", + "\n", + "ecg_demo_df = pd.read_csv(\"ECG_demo.csv\", index_col=0).astype(flsoat)\n", + "T_m = ecg_demo_df.values[:, 0]\n", + "T_p = ecg_demo_df.values[:, 1]\n", + "\n", + "# 1. the first half of dataset\n", + "m = 128 # for example\n", + "MP_PP1 = stumpy.stump(T_p[:2000], m, normalize=False)\n", + "discord_idx1 = np.argmax(MP_PP1[:, 0]) # disccords\n", + "discord_nn_idx1 = MP_PP1[discord_idx1, 1] # disccords nearest neighborhood" ] }, { @@ -64,21 +51,176 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Loading the ECG data\n", - "Let's walk through by running example of a noisy electrocardiogram(ECG). \n", + "We will explain the concept with each of the following data that satisfy the following conditions.\n", + "- **𝐓(+)**: contains **at least two instances** that are unique to the phenomena of interest. (It also include regular, obvious patterns.)\n", + "- **𝐓(−)**: contains **zero instances of interest**. \n", "\n", + "Take a look at the plot below to confirm the condictions." + ] + }, + { + "cell_type": "code", + "execution_count": 108, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "

" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes=plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0})\n", + "axes[0].axvspan(1280, 1290+m, color=\"grey\", alpha=0.3, label=\"desired discords\")\n", + "axes[0].axvspan(2400, 2400+m, color=\"grey\", alpha=0.3)\n", + "axes[0].plot(T_p)\n", + "axes[1].plot(T_m)\n", + "axes[0].set_ylabel(\"T(+)\")\n", + "axes[1].set_ylabel(\"T(-)\")\n", + "axes[0].legend()\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can see two presence of novel patterns(PVCs) as discords in upper fig. Those are target we try to find.\n", + "##### 1. Matrix Profile with **the first half** of dataset (which has 1 anomaly behavior.)" + ] + }, + { + "cell_type": "code", + "execution_count": 115, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes=plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0})\n", + "axes[0].axvspan(2000, 4000, color=\"grey\", alpha=0.9)\n", + "axes[0].axvspan(discord_idx1, discord_idx1+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", + "axes[0].axvspan(discord_nn_idx1, discord_nn_idx1+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", + "axes[0].plot(T_p)\n", + "axes[1].axvspan(2000, 4000, color=\"grey\", alpha=0.9)\n", + "axes[1].axvspan(discord_idx1, discord_idx1+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", + "axes[1].axvspan(discord_nn_idx1, discord_nn_idx1+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", + "axes[1].plot(MP_PP1[:, 0])\n", + "axes[0].legend()\n", + "axes[1].legend(loc=2)\n", + "axes[0].set_title(\"Matrix Profile with first half\")\n", + "axes[0].set_ylabel(\"T(+)\")\n", + "axes[1].set_ylabel(\"Matrix Profile\")\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can find clealy the discord by Matrix profile. It indicate the discord in Matrix profile by far.\n", + "##### 2. Matrix Profile with **whole dataset** (which has 2 anomaly behaviors.)" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [], + "source": [ + "# 2. whole dataset\n", + "MP_PP2 = stumpy.stump(T_p, m, normalize=False)\n", + "discord_idx2 = np.argmax(MP_PP2[:, 0]) # disccords\n", + "discord_nn_idx2 = MP_PP2[discord_idx2, 1] # disccords nearest neighborhood" + ] + }, + { + "cell_type": "code", + "execution_count": 114, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes=plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0})\n", + "axes[0].axvspan(discord_idx2, discord_idx2+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", + "axes[0].axvspan(discord_nn_idx2, discord_nn_idx2+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", + "axes[0].axvspan(1280, 1290+m, color=\"grey\", alpha=0.3, label=\"desired discords\")\n", + "axes[0].axvspan(2400, 2400+m, color=\"grey\", alpha=0.3)\n", + "axes[0].plot(T_p)\n", + "axes[1].axvspan(discord_idx2, discord_idx2+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", + "axes[1].axvspan(discord_nn_idx2, discord_nn_idx2+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", + "axes[1].axvspan(1280, 1290+m, color=\"grey\", alpha=0.3, label=\"desired discords\")\n", + "axes[1].axvspan(2400, 2400+m, color=\"grey\", alpha=0.3)\n", + "axes[1].plot(MP_PP2[:, 0])\n", + "axes[0].legend()\n", + "axes[1].legend(loc=2)\n", + "axes[0].set_title(\"Matrix Profile with whole dataset\")\n", + "axes[0].set_ylabel(\"T(+)\")\n", + "axes[1].set_ylabel(\"Matrix Profile\")\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Matrix profile indicate slided wrong place as discords. \n", + "Most important thing is Matrix profile also doesn't indicate remarkable distance for the discord. \n", + "=> Because, desired discords have similar nearest_neighbor.\n", + "\n", + "How can we find those 2 anormaly behaviors from the dataset. Those specification is followings.\n", + "1. Those have close nearest neighbor in same data **(T+)**.\n", + "2. Those is far from its nearest neighbor in **zero-instance of interest** **(T-)**.\n", + "\n", + "This is exactly the property we desire.\n", + "\n", + "We call this property(our interest) **Contrast**, and the vector that represents it the **Contrast Profile**. \n" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Loading the ECG data\n", "We proposed to compute the Contrast Profile **only when we belive that the two following assumptions are likely to be true:**\n", "- 𝐓(+): contains **at least two instances** that are unique to the phenomena of interest. \n", "- 𝐓(−): contains **zero instances of interest**. \n", "\n", - "From the dataset, we extract two snippet(v_pos:T(+) and v_neg:T(-)), define index of desired instances on the purpose. \n", - "Those are around 27-second snippet. \n", - "T(+) requires at least two desired instances. At this time, T(+) has its instances." + "We load two snippet T_pos: **T(+)** and T_neg: **T(-)**, Those are around 27-second snippet. \n", + "Define index of desired instances on the purpose. " ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 92, "metadata": {}, "outputs": [ { @@ -102,73 +244,51 @@ " \n", " \n", " \n", - " 0\n", - " 1\n", + " T(-)\n", + " T(+)\n", " \n", " \n", " \n", " \n", " 0\n", - " 12.0\n", - " -12.0\n", + " 30.0\n", + " -6.0\n", " \n", " \n", " 1\n", - " 10.0\n", - " -14.0\n", - " \n", - " \n", - " 2\n", - " 10.0\n", - " -12.0\n", - " \n", - " \n", - " 3\n", - " 14.0\n", - " -10.0\n", - " \n", - " \n", - " 4\n", - " 18.0\n", - " -4.0\n", + " 34.0\n", + " -8.0\n", " \n", " \n", "\n", "" ], "text/plain": [ - " 0 1\n", - "0 12.0 -12.0\n", - "1 10.0 -14.0\n", - "2 10.0 -12.0\n", - "3 14.0 -10.0\n", - "4 18.0 -4.0" + " T(-) T(+)\n", + "0 30.0 -6.0\n", + "1 34.0 -8.0" ] }, - "execution_count": 17, + "execution_count": 92, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "ecg_df = pd.read_csv(\"14172m.csv\", index_col=0).astype(float) \n", - "ecg_df.head()" + "ecg_df = pd.read_csv(\"ECG.csv\", index_col=0).astype(float)\n", + "ecg_df.head(2)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 90, "metadata": {}, "outputs": [], "source": [ - "# T(+)\n", - "v_pos = ecg_df.iloc[64630:68129, 1].values\n", - "# T(-)\n", - "v_neg = ecg_df.iloc[69880:73379, 1].values\n", + "T_neg = ecg_df.iloc[:, 0].values # T(-)\n", + "T_pos = ecg_df.iloc[:, 1].values # T(+)\n", "\n", - "# subsequence length\n", - "m = 128 \n", - "# desired instances indices\n", + "m = 128\n", "idx_desired0, idx_desired1 = 550, 2030" ] }, @@ -177,17 +297,21 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Visualizing the ECG snippets with desired instances." + "## Visualizing the ECG snippets with desired instances.\n", + "This dataset is ECG of 75-year-old male. \n", + "According to the doctors that annotated this datasets. \n", + "there are two examples of PVC premature ventricular contractions. \n", + "Those are instances we desire to find.\n" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 94, "metadata": {}, "outputs": [ { "data": { - "image/png": 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uHCGEEEIIIYQQQgghhBC3KRQKCpSQFqfZ9JQhhBBCCCGEEEIIIYQQQghpzigoQwghhBBCCCGEEEIIIYQQ0ggoKEMIIYQQQgghhBBCCCGEENIIKChDCCGEEEIIIYQQQgghxKv0er23d4EQhzzxPpV5YD8IIYQQQgghhBBCCCGEEJcpFApIJBLk5uYiMjISCoUCDMN4e7cIEWFZFmq1GkVFRZBIJFAoFG4/FgVlCCGEEEIIIYQQQgghhHiFRCJBx44dkZeXh9zcXG/vDiF2+fv7IyEhARKJ+0XIKChDCCGEEEIIIYQQQgghxGsUCgUSEhKg1Wqh0+m8vTuEWCWVSiGTyeqdyUVBGUIIIYQQQgghhBBCCCFexTAM5HI55HK5t3eFkAblfo4NIYQQQgghhBBCCCGEEEIIcRoFZQghhBBCCCGEEEIIIYQQQhoBBWUIIYQQQgghhBBCCCGEEEIaAQVlCCGEEEIIIYQQQgghhBBCGgEFZQghhBBCCCGEEEIIIYQQQhoBBWUIIYQQQgghhBBCCCGEEEIaAQVlCCGEEEIIIYQQQgghhDht3YkcZBTXONxuU2oeLuRXNsIeEdJ8UFCGEEIIIYQQQgghhBBCiNOe+T0Fd3152OF2T/x0AlNX/NcIe0RI80FBGUIIIYQQQgghhBBCCCEuqVFrvb0LhDRLFJQhhBBCCCGEEEIIIYQQQghpBBSUIYQQQgghhBBCCCGEENLgjmWUIrPEcS8aQloymbd3gBBCCCGEEEIIIYQQQkjLN+OLQwCAjKXTvLwnhHgPZcoQQgghhBBCCCGEEEIIEdl5vgAdFm6EVqfnbzuaXoqyGjUAgPHWjhHSzFGmDCGEEEIIIYQQQgghhBCR7w9lAgBqNToESQ1r+2euOoQBCaEef65atQ6nc8oxNDHc449NSFNDmTKEEEIIIYQQQgghhBBCRLhMGD0LlFTXIS2/CgCQXVYLAGDt3HfmqkP4/mCG08/1+t9ncOeXh1Gn1bm3s4Q0I5QpQwghrcCPp6vAAri3T5C3d4UQQgghhBBCCCHNAMNFZVjgpk/2I7dCBQCQMo4Llx1NL8XR9FKnnyuzRGl4KnuRHkJaCMqUIYSQVmB9Wg02pNV4ezcIIYQQQgghhBDSyGrqtLhcWO3y/bjQi45l+YAMAEgY8c8JIa6hoAwhhBBCCCGEEEIIIYS0UM/8fgoTP9jr8v0YY0aMVq8X3S4M0Dj3OI634RJk9JQqQ1oBCsoQQgghhBBCCCGEEEJIC3WxwJAlo9K41q+F7ymjt7uZBdYssCJxJirDPRdryOwpqHQt8ENIc0JBGUIIaeHMB0OEEEIIIYQQQghpuQ5dKcHb/57jvw/2NbQVT8kud+lxbGXKOKLRmQdlLLfR6vTIq6i1uF3Psrj984MYuninS89JSHNCQRlCCGnharUUlCGEEEIIIYQQQlqL+749iq/3p/PfB/vJAQB3fnkYZ3MrnHoMlUaHSpUGgO1MGcZGBoxKK87IsZYp8/bG8xi+ZJfpBuPUBasHLuRXObWPhDRXFJQhhJAWro6CMoQQQghxkk7Polyp9vZuEEIIIcQNOj2LN/45C7VOHEUJ9pXzX6c5GfC444uDOJpeCsB2pkxFrQZbzuTx32uMz1unEW9vLSiz71IRAMvqHtRThrQGFJQhhJAWTi8Yz1ApM0IIIYTY88H2NPR7c7u3d4MQQgghbriQX4nVBzIsbveVS/mvS2ucW3xx5lol/7W9QMlja07wX8/9yfC1ee8aa+XLuMANN2fBGlNlKChDWgMKyhBCSAsnLOWqdq2nHyGEEEJamf2XigHQQg5CCCGkOVJIxVO9OmPEQ3hzXoXK5cfV6p0bF2w7VwAAqHOifFmtMXCj05tnyri8e4Q0OxSUIYSQFk64ykSlda05HyGEEEJaJ4rJEEIIIc2P3CwoozbOAQiDKmuTc7DuRA5O55Q7/bhanWsDA5V5+TIrqTK1xlWj3JwFN/aghSGkNaCgDCGEtHDCVSZqiskQQgghxB7jSlYqHUKas9IaNVYfSHe8ISGEtDDmZ28uY0UjCKpU1GrwzO8pmPHFIacf19VxgWWmjOU2XKaM+WNTpgxpDSgoQwghLZxwQEMTLIQQQghxBk2IkObs1fVn8MY/55zum0AIIS2FeSmwOmOmjMZK1QwfmWlamGVZdFi4Ed/utx7Qtle+zEplMstMGWsbme0z9wzCeYs1hzNt3o+Q5oyCMoQQ0sIJBzQ6ypQhhBBCiB3clAkt5CDNmcrG6mtCCGnpzI97XPkyjZXJgPBAH/5rLjDyd0qu9ce1F5Sxcpva7Pmk1lJl+Mc2/M+VLRP+Dq+sP4OS6jqb9yWkuaKgDCGEtHDiTBnv7QchhBBCmj5uISvNZRNCCCHNj3nvF66MmHmQBDAEanR6Q4bMH8k5AGz3c7GXKWON2iwzRy6VYHdaIa57f4/FtjpWnCljvgs0JCEtEQVlCCGkhaPyZYQQQkjT9/iaZExdsQ86PYu/TuZ4vcktjRlIS1FYpUKHhRuRnFnq7V0hhJAGZ37+5sqImQdJAENQhuvr8uK6VOP9bTyunaCMtR+ZZ+bUanS4f/UxXCmqsdjWvOTa6GW7zR6fxiSk5aGgDCGEtHDC8Y2OxjKEEEJIk7T5TD4u5Ffhz+QcPP1bCvakFXllP6h8GWlpLhdWAwB2nC/08p4QQkjDMw9wqHV6bDmTjyqV1mJbjY7lyz1ybJ3/Xc2UMQ/K2Ovx5WjMYZ79Q0hLIPP2DhBCCGlYwgEOlS8jhBBCmrZKlQYAUKO2nDxpTDRmIC0NxRkJIa2Bzuxgd6mgCi/8mWp12+o6rZWgjPXHvffbo07vg1KtxdO/pTi9PTdnYes4TUEZ0hI1m0yZJUuWYPDgwQgKCkJUVBRuueUWpKWlibZhWRaLFi1CbGws/Pz8MG7cOJw9e1a0TV1dHZ588klEREQgICAA06dPR05OTmP+KoQQ0qhEmTI0w0IIIYQ0aQxjuxFuYz7/nrRCr5dQI8Rdwo8RY7UFNSGEtEzmZcZsBWQAQ0mzmjpxUMYT5/6MYqVL2zuap9Do9fhy3xWXAkOENHXNJiizd+9ezJ07F4cPH8b27duh1WoxefJk1NSYahEuW7YMH3zwAVauXIljx44hJiYGkyZNQlVVFb/N/Pnz8ddff+HXX3/F/v37UV1djRtvvBE6nc7a0xJCSLMn7injvf0ghBBCiGPc9LG1OZF9F4sw6O3tduu6e8r//XoKW8/mN/jzENKQhJ8jllpFE0JaAVfLjJUpxWXFuOMmV/rRHVXGrF9n6Y2Vzmzt+XXv78XiTRew76J3SrsS0hCaTfmyLVu2iL5fvXo1oqKikJycjDFjxoBlWaxYsQIvv/wybrvtNgDA999/j+joaPz888949NFHUVFRgW+++QY//vgjJk6cCABYs2YN4uPjsWPHDkyZMqXRfy9CCGlowvJllPVLCCGENG3cCn/zU/aZaxV4f/tFFFerodHr4SORNszzC74uU7o2qUJIU8OCNWXN0DiYENIK2Fu4cX2vGDw+LgnTVx7gbys3C8roWRapORW4aeV+t/ehxE7/GGvMS645klOmhIRhEBvq59L9CGlKmk2mjLmKigoAQFhYGAAgPT0d+fn5mDx5Mr+Nj48Pxo4di4MHDwIAkpOTodFoRNvExsaiV69e/DbW1NXVobKyUvSPEEKaC3GmDF2NEkIIIc2BsHwIy7K48ZP9SMkub/DnFZd9IqRhVak0SC+ucbyhywzvXpal9zEhpHWxF+CY0C0KfeJCRbeV1ogXYOhZtl4BGQAorq5zaXu+fJkT8xWpORUY9e5ujFi6y51dI6TJaJZBGZZl8cwzz2DUqFHo1asXACA/35BaHx0dLdo2Ojqa/1l+fj4UCgXatGljcxtrlixZgpCQEP5ffHy8J38dQghpUFS+jBBCCGk+3vjnnMVtap1e9H1jrbHwcnsb0grc++1RjH9vT4M9Pi1IIoS0Nvb6s8SH+QMARnYK528zL1+m8UB5jdc2nHW8kYArx+r6Bow87at9V/H+tjTHGxJiplkGZebNm4fTp0/jl19+sfiZeWNMlmUdNst0tM2LL76IiooK/l92drZ7O04IIV4gHJOZzekQQgghpBmo0zZcUOZYRinm/XyC/56aopPGdDKrvEEfX9xThhBCWj57AY724YagzE8PDcPGp0YBAJZvFQcUajWN33ObCyQ1l+O0RqfHPd8cwdWiaryz6Tw+2XXZ27tEmqFmF5R58skn8ffff2P37t2Ii4vjb4+JiQEAi4yXwsJCPnsmJiYGarUaZWVlNrexxsfHB8HBwaJ/hBDSXIh7yjSXYQ4hhBDSuglP2XUacVDGk6v/F/yRgn9P55luoJgMaUQNnY2ld2KRJiGEtCRaQaYLF4ThxAT78l/7ya33pqvzQlCmuWU1ZpUq8d+lYqzcTcEY4r5mE5RhWRbz5s3DunXrsGvXLnTs2FH0844dOyImJgbbt2/nb1Or1di7dy9GjBgBABg4cCDkcrlom7y8PJw5c4bfhhBCWhoqX0YIIYQ0P6xgvajKbILEk6dz8wlrRvQ1TWaThiVp4ICJKFOmmU36EUKIO4QBjlGdIrD8jj6QShgE+chE53w/hfWgTKVK2+D7aE7vZkWPOm3jB5CAxisjS1o2mbd3wFlz587Fzz//jA0bNiAoKIjPiAkJCYGfnx8YhsH8+fOxePFidO7cGZ07d8bixYvh7++P2bNn89s++OCDePbZZxEeHo6wsDA899xz6N27NyZOnOjNX48QQhoMBWUIIYSQ5s28fJknV5RS2IV4k4QBGnJKjWWpNxIhpHURliyXSyWYMSget/RvZzF2sJUp4w0/H83CkrjeLgc73vjnHBbf2rthdsoJtHiF1EezyZT5/PPPUVFRgXHjxqFt27b8v99++43f5vnnn8f8+fPxxBNPYNCgQbh27Rq2bduGoKAgfpsPP/wQt9xyC2bOnImRI0fC398f//zzD6TSpnMwIoQQTxL3lKGoDCGEENLcmK8EZRugRxyXRcCIU2UIaVANXVqsuZXEIYSQ+hKWLJdKDMdYuVQCH5l43tNf0XDr9Kf3jRV9//zUrna3/+VollvPk15U49b96o/OLaT+mk1QhmVZq//mzJnDb8MwDBYtWoS8vDyoVCrs3bsXvXr1Ej2Or68vPvnkE5SUlECpVOKff/5BfHx8I/82hBDSeIQXoxSTIYQQQpoH4VyyyqynDOvJyQBG/HzC56KYDGloEv791zCD1OVb01BTpzU+R4M8BSGENCl6wUW/TGL7TK6QSfDImMQG2YdQfzn/9YIpXREZ6OPU/RyNbz6dPUD0fUyIr40tGwdlYpL6aDZBGUIIIe4RZcrQxSghhBDSLAgnkM0zZfIrVfhsz2WPZsDqWRbJmWU4lV3uscckLYdGV//0LGuPwZV+8fTCIW6ibGNqHr7Zn+7ZByeEkCZMODaQ2gnKAEAbf4XNn43tEin6vnNUoNP7oJBK8Mms/lh2Rx/MHd8JoXaexx7z/e8Q4c9/PalHNMqVarcet74oyE88gYIyhBDSwomDMjR6IIQQQpoD4RnbvKfMwz8cx7ItaUh6aZPHnk/HskjNKffY45GWo0qlQeeXN2Ntco7bj5FRXIPOL2/GwcvF+O9SEY6mlwIwZcp4Iuhji9r4+aFRMCGkNdA5mSkD2M/0CPQVlzdzJStFIZPgpr6xmDnIUJmojSBzxh7z6Yqu0UGi732NfXAUMgmCfGXYnVaECqXG6f3yNEqUIfVBQRlCCGnhqHwZIYQQ0nx1WLgRn+++Irotu7TWY4/PTSh0fWULFv1zTvwzqstBAFQby3/tulDg0v32XSzCaWOg70pRNQDgRFYZ7vnmKGauOgQAkBjfYw3Z95B7bFqbRAhpDYQLMX3k9vtn2zvLB5sFZfrFhzq9D3KpeLo51MmgjCMKqQT/G5aA1XMGIzWnAgDw5wn3Fwy4i04nxBMoKEMIIS0cd40rYQB9wy1CJIQQQogHsSzL14U/mlHaYM9jL/BCIRkCmMrHuBo4uffbo5i+8gAAwXjUbNU29/bTerjGrvBZNLQqiRDSigiP1eaBFXP21l4EKMT3nT+xC5bd3sepfVDIxNPNIX6m8mXT+8bavJ958Nz86O0jk+DtW3pjZKcIvH5TTwCAugEzLQlpSBSUIYSQFk7PGi5MZQyVLyOEEEKaE30jnLfrE3jZca4A+RUqj+0LaZq4vi/1yWbh7ithzIMyhu81DbhySKOlCTtCSOtw77dH8cr6M/z3AT72gzI39Y21KBHGMS9fJpUw6BAR4NR++JgFZYTly5x9DMCwQEVImIEzqnMEukQHIq/cc9nDzqJpFeIJ9j+dhBBCmj09DFkyEglD5csIIYSQZoKF9xdTOKpe9tAPx5EUGYCdz45rlP0h3sFNimnrMZDkAoxSszcVlzjTkOXLuH41LBWcIYS0cPsuFom+91fYL1/WNsQPW58egw4LN1r8LNBKQEfrZFaKefkymeB7VxeDbJk/Gm1D/JBeXIM2AQrRz2JD/ZBeonTxEeuPO6dRlVdSH5QpQwghLZyeZQ1BGQbwcGUIQgghhDQUtnFWYtZ3QqG0Ru2ZHSFNFhcv8UimjMQ8KGPMlGnA8jP1CSYRgw4LN+K3Y1ne3g1CiIt8HfSUsYbr/xLsZ9kHxlHmDce8fJmQvXGH+dGaZYFuMcEI8ZNb7WkzrkskDl4uRkWtxqn98pSGXEhAWg8KyhBCSAunZw0XvFKmccqgEEIIIcR5C/5IwZzVR63+zNsX/c4EbOz1pCEtAzd+dLfvS4eFG5GWXwUAkJq9Xbj3D/deH/XuLny257Kbe2qdmsqX1QuXKfXt/gzv7gghxGV+bgRl1j42HL8/OhyTe0QjMVJcaqxvfCh+eGCIw8ewdtz97/nx2P70GD4YH+pvGfQx5yjDsW98KLR6FtfKGreEGTetwlD3PVIPFJQhhJAWzhCUMZSLaMBy3YQQQghxwx/JOdiTVmRxe055LXq+vrXBn9/ehIIzkw2lNWq8uC7Vk7tEmhguYFKfIOH2cwUADD0JhLhvkzPLUFJdh5yyWizbkub281jDly+jtUluqTNOrvrIafqIkObGvNyXMwJ95BjSMQyh/grsslKedEyXSIePUVJdZ3FbfJg/OkcH8SOLiEAfi23Me8g4Om5HBfsCAAqrGre/nbfLy5KWgc6qhBDSwnFBGUP5Mho8EEIIIc3ByayyRnkeZxJdiqrq0OWVzcgorrH681+OUlmjlowbPtZnHMll25iXL+Pef8/8noJZXx12+/HtofJl9VOr1gEAfGWur7gnhHjPF/8biC7RQS7fT+KBmWJ7WbTcjzqE+zt8HEdH70hjYGfO6mOoqNXgdE65k3vovENXSqA3O49QTxniCRSUIYSQFo7vKSOhnjKEEEJIU3G5sBpD3tlh8+fhbqxubSjHMkqh1uqx9Wy+t3eFeEFagaH0WH2CG3xQRjCDdeZaBQoqTaupLxZUu/349miofFm91GoMQRnKlCGkeZnaK8at+0nrGWmY1qctHh+XZPPnXMDmjoHxWHxr73o9l7B3zeyvDmP6ygP1ejxz5/MqMeurw/juYIbodvMgDSHuoLMqIYS0cFxPGQkYKttACCHEa9745yw+3e3ZXhHN2R/Hs1FYZVneg9MUVvdz8zJ87XRaEdoqPfzDcQCArh51cLn3kHCyb/WBjPrsll3C96qG6vfWCx+UoUwZQpo0rc4zxzrzMpOumt43Fr5O9LJhGOD2ge3sbmNezsyaOSM6AADO5lY6fR9nVdRqAAAFleLyaHoaFxEPoKAMIYS0cHq9oamqhDENHgghhJDGtvpABpZv9WyviOZM4yB91dnm5KU1ak/sjl1co10JzT60avWZ77NWvuxYRml9d8kpjj5rxD6ufBllyngPy7JIy6/y9m6QJk5pDKDWl3mZSWdN6BYFAA670XFjCZa1zMrh4incLjhz9H5gZEfR9yqN5wLxfHzH7JeqT481Qjh0ViWEkBZOy7KQSgyrOPSUKkMIIYQ0CY6yDtROzoAPeGt7vfbDXt13PctCq9Nb7SXjyZWopHmoT6YMN3/10l+p/G1Zpcr67pJTuMkzes+6R6WhnjLe9tORLExZsQ/pNvp6EQKYAqju+PfJUfzX7pYv4wIpjhZwmH7MWmTlcItAZFIJd4NDcW38MLJTOP/9axvOYPu5Amd22SHWSunNsho1Smq4TGdarELcR0EZQghp4XR6w8CKMmUIIYSQpkPj4KTsbKaMuUV/n8XhqyVOb29vOkGvB97bdhHvbbto2FYwKdEa57dXn6rEmULbJedaOk/0lHH3fe0qxso7uxW+ZT2Cesp4HxcYL61pvccf4piyHkGZXu1C+K/NAyUyCYP+CaEOH4MbIziK6XA/1rOG+7QL9bPYxscYlHHmuC2RMPjxgaH46aGhAIA/knP4spv1ZS1Rpv9b2zHv55MeeXzSutFZlRBCWjidMVNGwjB0MUoIIYQ0EToPlS8z993BDNz15WGnswLsTZ7oWRanc8pN25r9rLX595IS7+wv8/ZueE19yrW0wrdLi8GXL5PR9JG3SKWGo6+HWoaQFkqp1tbr/gpjIMQ80+Xi29fjz8dGWL3P9L6x/NeuZspw54X/DWuPUH+54WfGkYZMypU4c+7kIZEwCPaVO7WtK0zl1CgjhngenVUJIaSF0+kNq10YypQhhBBCmgxHzcedLV9my7oT1+p1f8AwGSGciBDOSeha6Sy7rJ4NkJuz+gRlXL3v5cJqj2fVtNK3rNuqVBqoNDo+U8aZxt2kYXDHHU81cictU33KlwFAgI/hM26eKSORMDb7zKy4sx+W3tYbABAe6GO40WGmjDHgwverA/Rm5wjzfXBGoK/M5fs4wi1AoZgMaQgUlCGEkBZOq2chYwApQxejhBBCSFPhaJK6vhPSZ3MrndrO3kQDC1b0c0krLl/GTcxQUMY9WrMg5OPjkuxuP/GDvXjw+2NuPx+pv96LtmH6yv38sUjeit/73iaVGKbu6lNCkLR89SlfBpiCGs581Md2iTRsK2Fw15AEpC6ajPAAhfH+rmXKSBjGYkzBlUJz5R3vrxAHjgsrVS7c2zph+TKVRsf32OJQsIbUBwVlCCGkhdOxxkwZtM5SI4QQQkhTU6vWQeuofJkLK6IbqoG5+fyfcPKhtY0p1Ma/l6wVT8DkVajw7f500W21ap1T7z/zyeQAheOsi/8uFbu2g8TjLhZUC1aKt+I3v5dxweD6BEZJyycMyrjzcZ3UPcZ4X8d3/ureQUhdNJn/PshXzgdWHN171pAE3De8PSb1iOb31XxMITXuw8hOEU7uPRDJZeoYPf7TCafvawt/fmMYDHxrO4a8s6Pej0kIh4IyhBDSwun0LGTGnjI0jieEEEK8a8uZPHR/bQuyy5R2t1PWOb/itbqufnXkbbEWeOHK57S2yUHuzyFt5VfQ7265AK1OD72ehVanR/fXtuDLfVcd3q9cqRF9b6sUTkNiqbuiW7iAGr163iEMelKmDLFH2FPGnazOl6d1x7GXJzq1rUImQZCNHi6OMmUCfGR44+ZefElE4TwFd1cJAyS/MhFvTu/p3M7DcF55dGwiAKBvXAhSssvr3WeH+8RJGKBGrUOlSvx4FKom9dHKh5SEENLyafWGlSbUU4YQQghpWM5kDBy+WgoAuFZWa3e7fBfKblwrNzyWeU12ZzB2phT0rHjF7GsbzqLTy5v5n7UmdVoqXwYAdVo9Or28GY+uSeYniLeczXf5caQeyLr44VCGW+Vp/jiejcuFVfV+/taCO640VEYese+V9WfwwfaLAACdg15kpHVTqnWQMMCjYxOx5sGhLt9fKmEQGeTjeEMbuMC3q4d3YaYMX9JMwiA80AcyF1dCPDw6Ebf2b4cXru8GrZ5FZon9BTCOcMc/e2MlzoV858rGEsKhoAwhhLRwOpaFVGJsoEcXU4QQQkiD+P14Njq+uMmi3rgtnlzxnF1ai8uF1fjndK7L97XbU8bOuKG1TdDy5ctaWVDGVqBv+7kC/j18Mqsc55zsYcRxp4mzkFanx2sbzuL/fj3l9H3WHM4Cy7JYsPY0Jn6wr17P35ro9OLJUtK41p+8xn/dlDJlUrLL8d+lIm/vRqv2Z3IOvygDMJST9FfI8OL13TE0Mdxr++Xq0V3CMHxGCjdf4SjbxpaIQB98eGc/RBmDS9d/9J9bj8PRGM/9G1Otj6+Euzl1Rf2ei7Q+FJQhhJAWTqs3TCBIGCo7QAghhDQEnZ7F82tPAwAqVRq723LBDE+W/8opU+L6j/aJJqjN5zOq67TosHAjNp7OE91ub9qDZW3/vPWVL+OCMl7ekUamszMTL3wP3PCxa5NR7k64ceqMzecrai0/b5cLq7DnYqHV++UIMtS2ns1HVj1XUbdU1kpm0eIu7+BKPAGAxoVeYw3t5k8P4J5vjnp7N1qN0ho11ibniG579o8U3Pet6W+gVOssmt03Jv4Q4eLhXcKYjjnccaa+gXthabU6rfPlYM1x57mLBdX12h9CrGllQ0pCCGl9dHrDQEdC5csIIYSQBrHzfAH/dY2VXjDlSjU6LNyIPWmF/AIJZzNqnKFU6/jVnJw/T4gnb8pq1ABcKzX1+t9nsfei9ZXQrW1M0VozZewF37wZmNudZgi6qK1MUk/8YB9UGseT14/+mIxbPjvg8X1rCbigFyAoK+StnWnlhEGZOife16RlOHi5GJcLTYGA59em4Lk/UqA2fja5IIawhGNGSQ2ig30bd0c9gBH0lOGOM93bBtXrMYMFQRnznmau0DooGehMWTNCbKlXUKaurs5T+0EIIaSB6FgWMom4gR4hhJDGdbmwCh0WbhRdYLdWBy8Xe3sXPK6wynRdVFMnbgJ75loF9l0y/M7/ns7jV5J6sgzN8q1pFreVKzWi9xuXmGBRdszNjIXWVr7M1FPGyzvSyOwFXhxNVtlT33fPvJ9PAgA/QemuUmOwkojVqk1BY8qU8S4/QeaDtSAkaZlmf30EEz/Yiz+N2TGVtYaxBXfc5T6XwgDq0fRSDO0Y1sh7amJKlHFtXGGYpzCVSRzdOQLvz+hXr33xlZtO1tvOFdjZ0j6tjo57pOG4NKTcunUr5syZg6SkJMjlcvj7+yMoKAhjx47FO++8g9xc12sYE0IIaVg6vaGZKoPWt6qVEEKaikPG5u6nssu9uyNNwOyvj3h7FzxOWBKp2iwoc+Mn+/HUL4YJ5Fq1jm+E2xiEE9aMMfjiqWe3V9aqJaprZZkyF/IrcT6v0m7wsKIeq4+FQb2wAAX+fXKUw+22nc1HdZ1WFChSa/Xo8vJmfuLSkVorGWodFm7kM8mIwVv/nuO/1psvYSeNyk+QKVPfICRpfn44lCH6Xq3VI6+iFp1f3gxAHJSpUmkQYeyl0pwYypcZjvd6lkXP2BBRMNIdjGDByavrz4gyiuxhWRb/pOQiu1SJDgs34kxuRb32gxB7nArKrF+/Hl27dsV9990HiUSCBQsWYN26ddi6dSu++eYbjB07Fjt27EBiYiIee+wxFBVRsy9CCPGmDw6X46Mj5QCEmTKtb1UrIaR5OnC5GB0WbsQ+G2WTmiOdcXWr+YTuwSvF9ZrYJE2DsNHuuhM5NrMLssuUOJpe2li7JVrZbmti1d0QQ2tb6KFuZT1lpq74D9d/9J/pfWPFX4IG5ELVdVqHx2/hkFTPsjZ7zHBl+cYt341HfkzGor/PIumlTfzP8ytVUOv0eGfTebvPxzHPZONkl1FvGaF1VprLU6aMdwiDMnUUlGl1zEuTqnV6nM+rtLqtnvXuwgHuEOFqAi53/GdZw3Gmni3HrLpc5Fymeuq1Cjz5y0nc9eVhAEByZpnnd4YQI5kzGy1evBjvvfcepk2bBonEchQ6c+ZMAMC1a9fw0Ucf4YcffsCzzz7r2T0lhBDitAPZhpUgM3pokV2hRWyQDAz1lCGk2ahQanCpsAqDOnivBIG3nM2twN3GTIp7vz2KjKXTvLxHnsFNapk3Lp391RGM7hyBHx8c6o3dIh6SX2EKyvx+PAe940Jxz7D2FtudzmncFZf6BmzWbWuyPr24BizLIjEy0CPP01Rw5cvq26C+uen/1nabP7MV4Hjj77P4w0HmijBjTK9nba6K1uj0UMgkyCgxBE3MG11znC1DplRb7+Ukl7aSaJsThEHlyCAf/rNO1xGNq6JWgwFvbUeon7BhOQVlWrIrRdW47v29OPLSdfxt5/IqkVtey6+g0OhY+MisHy91etsB7sbAHddd3QNul/UsC5Y1LCb1hA1zR+JkVhkW/XMOueUq7LpQgPFdo0RZNOa4cwG32CYsQOGZnSHECqdGHkePHsVNN91kNSAj1K5dOyxbtowCMoQQUk8VSg1+P56Nc7nWV8E468ktxajWsJAy1FOGkObk1s8P4I4vDuHhH457e1ca3eoDGaLva21MoDU33IS4TMJg78UiDHp7Oz/RdU1Q+qq1qNO2jL8rAGw/V4BjGWW4e2gCf1tTKYUknFzV6bnmwOJt3J2/sRXbGf/eHkx4f697D9qEceXLWmqyQEp2Ofq9uQ0X8iuRXepc1kiJjfd5ea3j7D89K/66Y0QAgn0t14yW1qidLvvozH6blxfk2Oud44xxy3dj4+m8ej1GU5F6zRA87t42GJGBPvz5q6W+95uqC3mV0OlZ0eessFKFg1daXl82YrDd2PvkhFl2xoilu/ivRy7dhX9PW28doWNZi8U/jYrPlHG9pwxgOBcYgjKe+R36xodizsiOAIDn/kjBA98dx3EHmS/m5wKVlZKXQpRBSOqDloMQQkgT9PGuS3h+7WnM+/mERx5PJmEM5cs88mikPo6ml9Y72NYazP35hKGO77XWV8d32ZYLuFpUA8Bwcdbayg5eLqzGbQPa4c/HRwAALhVWeXmPPEPLlS+TSvDRjosorlZDabzQaw0L778/mCH6vqbO9aAMy7I4ltF4pb+cUVil4oOnoztH8rc3lbYjwskFrgTKjvMFGLFkJzJLDMcZd3e1tfaUaam/989HslCu1GDqiv8wetlup+5TprQelAn2lVu9XUhUWs/49dReMRbbzf35BG759IBT+zN62W7svlBod5tHf0y2ent9A8UZJUos3eJcCbWmLjWnHHIpg4HtQ6HV6/n3PE0+Ni5r/Y9+PZaN2V8doWuJFspe+S9uHAkAvxzNtnp/vZ6FpKkMQFzArf/XG3vKuBrUcYVG8DoeuFyMCe/tEV1rmfdRq9XYz06jRa+kPuoVlPnll19QU1PjqX0hhLQSmSU1yK9wrtFaa1Sn1WHdiRy0C/XD1eIaUZ16Z1ibwGUYwwQRXUx516vrz2DmqkOY/fVh0YCQiJVU1/GrTZdvTWtVQYkKpQaf7bmCG3rHYNU9AwGIG4i3dFUqDS4WVCEpMhC92gWjjb8cm1Lzvb1bHsFnykgZfqJcqTas2G4N5ZBe//us6Puxy3a73LB4w6lczPjiUJMKzDz7ewoA4JNZ/UUTytfKVUgvbvjrpPgwP7s/P59vCmpy7zutnkVuhQpjl+9BYZXK5XEGAJzKLm91Ywqup0xLPX0r3GiWU1ojzojhztfBfo6rpLMs0CcuBADQxt9QHoZb4R3oY7q/rZJ/iREBFtsCwP3fHXNm1y3UOZh4s4f7vVnWUNLt5pX7sfpAutuP5y0qjQ4X8itRUFmHyEAf+MmluFhQjVV7r3p711olW6X2AKBSRb3oWiJTWUfLceHFAsc9UXQsC6lXy5cZ1KenjCfLl3HWzx3Jf12tMmVLLttyAVeLa0SBGK3ZSV7lIGO/NV2nEs+rV1Dm0UcfRUFBgaf2hRDSwrEsiyd+SsbY5Xvw4PfuXTC1Bgcvl6BMqcHHs/rDTy7FehtNVG2p1VoODEprdcagjKf2krgqt7wWPx7ORGSQD8qVGotV48Tkm/3pkEsZPD+1K/ZeLMKlQucaM7YEXBPKeeM7o398KABDj5XWYsOpXKg0OtzUJxY+MimGJYa3mGwpbkJcyjB8xoLSmC3SGoIy5qrqtCipqbO7TU6ZEjev3M/3rcgxNuJOL67BPd8cQXG1/fvbcrWo2mYJI1dxAfYpPQ0BmVlDDCXMfjmahfHv7fHIc9THq+vP8F+br/4EgCHv7ERBpel1/PDOvk497i2fHkCVSvwabjvbMgKotnA9ZbyZKZNVocGXJypwLNezi5uqVBrkV1o+5qwh8XbvV2r2GVYZAxvOZMqwLIu/543CqnsG4rdHhwEwlbxxVH4nY+k0fjX44+OSHD6XM3IrVCi08hrYcyq7HHeuOoS3/jVkyOSU1eJkVjlScirw+Z4rHtmvxvTahjOYuuI/5FeqEBnsC6lZ+frWFoj1pm/2p2PFjos2f+6tv4VWp8ftnx90eWym1elxsaBlZD43JHuZMo7GLXq9oR+LrBlmynD4TBm3c3itSwjz578Wjl24Hk1anWVWMcdaxpoQHRdJfdQrKEMRQULElm6+gFV7r9AKeBuOpJfyK5650jzE0rZz+YgN8cWAhFCMSArH4aslLt3/eK7lJFVWhRYMqKeMN7298RwA4JeHh2Fi92jsPG+/vEZr9s/pXMwcFI97h3cAw8DpWvLNnV7P4s1/DNkEHSMCEBXsi6ggH6Q0cmNwb7pkzJJJCDdcPLUPD2iUbIPGIGyyrjX29jhtnNRohTEZAOKLYGt+OpKFlJwKpOSUG7Y3vobHM0rx36VirDmcaXGfc7mVePC7Yzab0FfXaTHh/b14fcNZqz93VblSg3uGteezDJbc1hsTukV55LH/fXKURx6Hw/WUsefW/nFOP575hPxcD5Vcbaq4xbKNMZbKqtCIrrV1LIu156vx9LYSbL1Si6UHynGxxFA6rFipc1hexZ6iqjrc+tlBvpeBUFwbf4tMFE5kkI8ooAcANcbsP2eybrjXcUrPGMS1MRzzHc0lLry+G75/YIho2/tHdsDndw9w+HyOPPdHCoYs3unSfRZvOo8j6aX4VpAV8+PhDADOlQz+4VAGPt192aXnbEhpxsy6y4XViArygVwq/oM058nHCqUGhVXNp1LDW/+es5sZ4a0/RZlSg+TMMqzYccml+3244yImf7jPYwsiiBjLsvyCAW+WL+POW67ugamnDAt9A2TKhAUo8NYtvQAAz/6Rggv5hvJ/auO8nUYwPtKajZUc95Tx5J6S1oZ6yhDiIZ/vuYIv9l7Bks0X8MvRLG/vTpP0/cEMdAj3x1f3DkKtRoc9aTQpba64ug6/HsvGrCEJYBgG/eJDDSVCXDjbny9WI1ghHskMbOtj6ClDgwan7EkrxMpdrl1s2KNUa3H4aikeGNkRnaIC0S8+BGdyK+rdVLYlSsuvQnZpLcZ1jUKgjwydowKR0oSDMtvPFeAjFy9Mbfl6/1Wk5FTgqes6w08hBWDoUdFSGgc741JhNZIiA/nvO0b4I7eitlk0hf/9eDa+s1OuhiuHwLKmYMRTv5wEAFzIrxJlfaQX17h03G+u7F3oFlaq+BITcqnhkoV7TX4/ngPA+gKPtzeew84LhVDZeM98vscwAfrniRz8diyLfy5HF9229j+rVIm2ob6i2601K+ckRgY4/fi92oWgc1Sg3W1cWU1qvvqzvtLyxROGnn78pqaukcqXnS1S4+ltJdh0WQk9y2LLFSUe/bcIv5wRv94v7ipFVoUGj24swlv/2W9cbM/gd3bgso2M1Fq1Dv7G8xEnyPj+7mfM5hT6cLthZb8z4xtrY1Ku7I6tQPWg9m0wtouhdxM3iaeQSjCxRzSen9oVk3pEO3xej7LyO3D9spz5ZL624SyWb03z7D7Vg4/M8Lc+lV2OdqF+kJllyjTkdURafhWeX5vi8YW/By8X46lfTqLvm9sw5B3Xgm6NqaxGjUqVBmU1alTUOi5N1twWgXJlCM1LQxExUylE1z4HGh1ryshuhrO8fPkyGH73hggs3TOsPf/1/F9PATB9joSLhMwXDBVW2c/Kbs7BauJ9jou9Crz55pui79VqNT7++GOEhYXxt7322mue2TNCmpH04hq8u+UCrusWhao6LX4+koV7hrVv0AZlDe2P49lQafWik1d9nM2twOYz+Vh2Rx9M7B6FAQmh+GZ/OsZ19cxqUm/JLa9FdLCvwzILztp1vhAsC9w52FAuol9CKKpUWlwtrkEnBxMznJJaPTq2kSOlQA0GwK+3R0PKAB8fraBBg5PmrDaU15s3obNHHu+Nv89BpdHh7mGGsjajO0fivW0Xsf1cPqb2auuR5/AGvZ7Fy+vP4K7B8ehrZXLGHb8dy0Z4gIKfdOkTF8qvkm+K5v50AmqdHncNiUd0sK/jO9ix7sQ13Nq/HZ6Z1IW/bVzXSPx5IgcVSg1C/B2Xg2nOiqrqcDS9FC9P687f1j48ACwLZJcq0SkqyIt7Zzjex4ba7t/x/NrTAIA5Izta/bmGn9BlRSvyOCt2XMSjY5Jw6GoJnl97Gr8/OhxDOoZZbNcc2Qow2SsJIVyxLmEY5JbXQmP2ONbOaXnGnnW2AgQHLpuyT1/4MxV3Dk7AkMU7MbZLJL8C31nrT15DrUaHid3FE8FBdko3zRqcgHc2Od8M3JNDSU8vBHh3ywWL24RB6iqVBnoWCPFrGceuhixfpmdZlNbq4SNjsDvD0OPn21NV+PaUqdxPuyApPpwcgZwqLQ5mq7D2fA2e3mZ4P6eVaFBWq4MeQJDU2jNY0uj0eGej/feiUq1DgI8MEExKhQcoUKXS4o6BcRbZNT8dycI7t/a2WirP2u9sjrt2svW2jwzy4b++oXdbXMivgsw4A/nEuE7Q61nUqLXovWibw+evjx8OZSA2xE/Q/8GkypgJYO+zW12ndTgmz6uoRdsQ+z2jPE2Y4dQ3PgS55eLMkoZcK/DyX6k4nlmG12/qaXjPeUCtWofZXx9x+X4VtRpIJYzNLDFPU2l06P/Wdhfv453ghrX3vDVXiqrx7f50vH1LLzAMY5r8bgULTuqDOyy4+jrVaXX8fIQ3S+LaK79mDzeVwuoNgZmG/hUu5Ffh8NUSvrehMDvG1YAnTa+Q+nDpLJOeLl79x7IscnJyUFHBlV5ovhPQpHUpV6oR4if32Hv212NZCPGT49O7B+DA5WI8+P1xXCmq9voEkrtUGh0WGCeXru8Vg4hAHwf3cGzHuUL4yaW4pV87MAyDKT1j8NHOS2BZttkeO1QaHUYs3YW7hybgnVt71/vxtDo9PtxxEdd1i0KUcXK3T1woAMOKNWeDMsVKHbpHKJBSoIZMYqor68meMmodi+xKLZQaPXam1+JMoRoJITIEKiS4uWsAktq0lAkYHb9q0F1qrR5/p+Ri3oROfAZAn7gQjEgKxwfbLzbroExhVR1+OZqFX45mIWPpNIuf6/UsypRqhDt5DMkuVeLXY1m4Z7ipFFDf+FCsP3kNKo0OvvL6/S0aQrs2fkgvrsHetCLMHGy/9r49+y4W4UJ+FZ4Y30l0O1cDObtMiRD/kHrta1O37kQOJBIGt/Zvx9/W0djIOb3Yu0GZ7FIlRi/bjfdm9MUdA50v7yTETYjrWNZq2a41h7Ow5nAWFMYJRq4MUEvwo5UyY4BhwsxccXWdxbhjw6lr+OGQ5WPU1Gmh07OoqNVg29l85FWo+HJ33IW2ubwKcVN7bjWqq6VC910swsJ1qegWE4Qu0eL3ZpCdTBk/hWeOY4wg+/W6blHYecF29jE31mqMybAPBT0QXlyXilq1Dt/MGdzgz9sYGjJTZtMlJVanWO+30DFUhiHtfDGuvR+kEgbtQ+RoHyLH7oxalNSaduahf4sAAD9Nb2P3uX4/lo1zeZVIzixDqoO+EP0SQnEkXfzZ6B0XiowSJULtBNusrYZPjAjAVUE5SmvvxiEdw/DdwQzEhPihTGnKFtgwdyS6RAeJPj9PTuiER8Ykiu4vkTB2g6JCMonhMzGlZzS2nrXeJ7ekus7qGOY1O+UPuexee1lsA97abvMYBQB7Lxbhvm+PYsPckfyiF2vHRk/zEQRlpvSMwY8Wx92GO4ZwY7zSGrXHgjKVKsN7yF8hhdJBs26hvm9sQ0SgD46/MtEj++HIfd8edfk+XssgdnLS/aV1qTiSXopXb+wBX7mUH/c0twyfxsZ9wuwdH6xRafTwlRs+v55aLNqYGFH5Ms/3lOEsua03XlyXCgB44Ltj/HFBOC53dQELLXol9eFSYtvq1atF/3x8fLBs2TL++2+//bah9pMQj0nNqUC/N7d7rMl2ZkkNfj6ShdsGtIOvXIqhieGQMMDxDPfLCHib8AItu1RZ78erVGmwat8V3DqgHT/R2ikqEEq1zmpT0ebiXJ6hFulPR7I8UmZmT1oR8ipUmD/RtEo+xE+OpMgAnMp27v3EsiyKanQI9ze8zsPjTCv3JQxTr0spPctiT2YtHttYiFnrCvD8jhIs2luGQ9kqlKn0SClQ40C2Cs/vKMGnxyqwPq3594EorLServz1f1dx2snsjbXJOajV6DBekBXGMAzuGBiHiwXVKFeqPbGrXpFdZv/48P2hDAx8ewd/UezI5jN50OlZzBMEJvrGhUCrZ/nPW1NytaianwA+kl5qdZtPdl7CsQzrPwMME1dP/XIS9357FGO7RGJab3GQLt4YlMnywLG4KVNr9fjlaBau7xWDUH8Ff3tUkA/8FVJcLbJdV92cVqfHG/+cxZ60Qrz17zmc98B7h8u+2HexyO3H4HvK6Fm7ZZ7UVkopNHenbfRFMs+UWX/yGga9vQM5ZseWPWnWX/cypQZLN5/HgLe2Y+G6VHy005SlYW3iR6PTo7CqDj3aBvO3VRpLpNkLpFhzr3ESrUdssMXPggWT1V/sFTf7Ni8F5YitiQmpYEZs1T0Dcf7NqZg1JMHqtnxA0ImeMp6UkmNoeF6uVLeIXqRqnSmw6im1Gj3UOhYXSsTnyVHxvnh+RCh+uz0aiyeEY2aPQEQFiN87C0e2QecwOW7s7I+Ooab373tHqvkAkrkKpQbP/3ka3x3M4Mf7D4zsiIdHmzL8MpZOw+lFk5G6aDKm941FgML02CmvTUafdoYFAjKpxObErLVJrS3zx4hvsPI63tC7LVIXTUY7QVZi/4RQ9I0PtQhoMgxjc7HGoRcnWN8xgUDjZ/7F67tb/VzuTivEwLd3WJxDDl4udvjYAJBfqbJ5/rE24arTs/x46YLxftfKDUHkE1llGPT2DhxxMXjsKq5U5FPXdYa/QsZnIXGsHUJOZZd75LqaCwgJS3nWF3cdO7JTBH+bs0EBd/fjh0MZOGpjTGiLrTGkPdYWNXiSXs9iyabzKDF7HbiPtrWP/sErxVibbCgvymVr8D07WuDYpiFwh0UuWOCoEsEX/zP001JpdPxxV+bNnjL8V67tA7fLh6+WoFyp8XhPGY5wnCQM1HLvS5ZlUVLj2rU5lSMn9dEMqw2S5oxlWdR4ubnbnycMA4W/TuV65PFe23AWbfwV/ER6oI8MXWOCcSKr+QZlkjNN+26twTLLsvhg+0UUOBlQWbnrMtRaPZ4SlILqbFzxfCHP+qrA5uBUVjn/ta2Vhkq1FlvO5Dvsn6PTs/ho5yX0aheM3nHi1fD9E9rgRGa59TuaKajRQall0SFEjh9ujsLcwabHYuqZKbMrvRafHK1AkdIwqI4JlOK9SeH4enoUvr85CmtujcLoBEMQaFdGLX48XYUPD5ejtLbp94IQEjagPJtbabXPwNsbz2P6ygMOVzGduVaBl/5KxbQ+bS0m7ga2N6xkPdmE+6U4kllimji1NuHGBRKOXnV8salUa/H78RwMTQwXrXLtFhMMhVTSJPvKbDmbDwDo3S4El20EDd7ffhEzvjhk8zG2nyvA3ymG89FHd/WzWN3Wxl+OsAAFTmQ6f05hWRbrT17DplRDL5oqJ4Ni7vhy3xWPBD3WHM5ETlktHh4tXvXMMAy6tw3G2Vznn+P34zlYfSADc1Yfwzf703H9R/9h9LJd2HDqmtv7x2VXHM8odWmVp0qjg1anh0qj41e16ljWoomoNaeyy/DTkUzo9Sze25pmNYCr0eldXk3pDeYLPLY9bZicFU4q1ap1/Pgjq0S8fX6F9fHGqexyfPWf9T4+5q/L5tQ8/Ho0CywLDO5gyiRYYiwl5kqZGpZl+c/qDVayHYUBnqWbxSW+/DyU8ScsTyKTSuCnkGLu+CSr23or0JddWovi6jr0e3M7fjma3ajP3RBM5cs895iv7inFrHUFOJRjeI/PHRSMGzr548khIRjazhcyCQOF1PrsVGIbOZZeF477+wXjvUkReG2McVxRoEFqseVxQa9n0fdNcVmvKT2j8dpNPfDytB6i24N95fy52N/H9J4N9pPxwQy5lBEFB4XMs7IUMomoNBZge0wa5CsX9URQuNEgIdiJbJlesYYxslTCWM2i4M675scvV8ph3fH5Qae3fXfLBfRZtA0ZxTX43BjMlUkYsCzLnwMvFlheN9X32vrA5WLc9+1R/O/rI7hSVI0hHcMw/7rO/PMLcaWrWJaF0pjNecunB/D635aZQ7VqndXJyvTiGny176rF7cJMmfq6WFCFe789ijuM46/2xgUuAFCudH5MJFx0d+ZaBdbYyPrksCyL1zacxcxVh/DvaefnGtzJbHCnD5orrhRVY9W+qxbnMHtB6dlfHcFzf6QAMGXScOdiLqjNnY+2nXV8fdwacZ8xbpEJ91m0hcvkq9Pq+c9b8yxfZrjD4z+dEH3fWLiywl/svYpX1p9x6b721mlodPpm0ReTeA8FZUij2X6uAH0WbcPwJTtxMqvMKyvmWJbFbuPJP8fOqmNnBzmFVSrsu1SEeeM7ieplD0gIFQU2nNmv/AoVcsqUTSLSfiKzDMMTwwEAz/yeYjGxUVRVh493XsLLf51xmCFypagaX+67iuendkVMiClrIz7MD9HBPtjr4qrjHw9n4uOdlxp8dZAzTmWXo1uMIbhk7SIJAHq8thWPrUnme5TY8s7G80i9VoFXzS6KAWBYYjjO51eizMFFCsuy2HpFCQZAUhsZAhQS0cWUoXyZe++vWq0ef16oQecwOb68MRLTu/jj6aGh6BgqR5BCgkCFBH4yCZ4cEoLvb47C8onhGNbOBwezVZi/tRg5lVqLXgBN1c7zhhIWwb4yPLYmGd1e3SL6uXBCdtgS6w1DlWot1p+8hru+PIzoYB9RQJKTEOaP8AAFkp3MqmNZtskN6nYLyuVYa4IYHmDIeJj/2ylRsMuaxZvO41pZLV4R9BMBDBM5PWKDnQ7KZJcqsXzrBXyy8xJScyrw46EM3PbZAby+4Qze25qGkuo6jzUZvVJYg37xobihd1ukZJfjQr44cCA8l+y6YFkaRadn8fbG8xjUvg1OL5osyhDhMAwDrU6Pr/en22zEDBjelyeyyvDxzkvo+OImzP/tFJ746QR6vrYFvRdtQ2aJ5zPXauq0WLzpAv7nRr12oSqVBl/9dxVTesWgVzvLEm2924XgeEapUxmJuy8U4qW/DGUJ5k/sjNdu7AGZhEF2aS3+79dTWCEoreQKLlMmt0KFHecKoNOz2HneFFCzpdurW3Df6qPo9uoWrDthCArpWecmxz/dfQUv/3UG5/IqsXL3Zb6BttCUD/eh1+tb3fiNGs+3+9NxNKMUEYGG9/dzk7ugfbhhgqzKWH4MALq/toUvc8Zlr3DUbnxmNcZgGOfxn07gVWPJoaHGMQ4APqjITUDr9KzDwNuX+65Cp2cxunMEJlppLG5vQtjV8mW25iW4STxhfX9/hfXAksYYTPBk+TJXyyhtPZsPrU7frEvXcJOKnkw4Si83vdfv6ROECR398WD/YLdWOveJUoCLe2xKNz2u2jhZJzxP+8ml+GfeKLw3o6/DxxVmyjAMwwcd5VIJ/z5cP3ek6D7m51nz4M3MQXF4YJT1/lsARA3mzYM5zpDZCGQJvTejL2YPTUDbEMt+cM/9kYJPdl12+XnN1bhwvbL/kiEDZ/ZXh/nAgVTC4MMdl/CqcZLQ/DN8ubAKPV/fij1phS5fW3PHuru/PoK9F4uw/3IxLhVWIy7Uj2+ybf46ck//05Es9Hhtq92AUPfXtmDo4h38uJrz8A/HrfbV4o5lrq5St+a9rWmizNa2gswrW0F+a4Yu2cn3Tbr1swMOJ2uF+z7v55NOP4+/G8H62kbqKWN+zHa2OgQ3qa6s00GvZ/nzMTf+eeRHx9fHrQXLsvh092UUVdXxE/xFxuO13EZQ+sJbU5Hy2mT4Gsts77pQwAfMvFm+jPscu7oHErNfs7HjStxYdG2y6wtI7M2v3PbZQXR9ZQu+2W99AREh9QrKrFq1CtHRlhcihAgVVdVh0d9n8fAPx1FVp4VMKsGtnx3E3J9PNPrqzjPXKpFZosSMgXEoqVFbHUiuPpCObq9ucRiY0er0eHX9GbAsMKG7uFn9kI5huFJUw59M7ckuVeK69/di2JKdGPXubkz8YC9+OmJ/FU5DYlkWyZllGNA+FNd1M/xeP5vtT6lxte6O8wV4/Kdku4/3zO+G1TLmJTUYhsEt/drhpyOZqHCwYkmnZ5FbXot3Np7Dq+vP4IPtF9H9tS1Ysuk81Fq9R0qHueNUdjmGJ4WjXagfPttzxeIC1Nng3pYz+fj2QDq6tw222tR5SIcwsCzsBvq0ehbvHSrH3xeVuL17AEJ8LQf3DNzPlNmfpUJxjQ5PDQlBuJ8U9/UNRqcwy0knKcMgUCFBYhs5Foxog4+mRsBPzuD/thbjrj8LcCxXBZZlm0Tw0ZZjGaXoFBWIe4a3t/rzMsFqdWur+fakFaLHa1sx/7dTaB/uj7/njULXGMteGAzDYFTnCGxKzXMYJNDpWSzedB7dX92CxZvOY/+lYuj0rMeCC+7Q6VnsvViECcbjxNDFO7HlTJ5om+o6nfF/LVZYmVCuUmmQXarETZ/sx5rDWbhzcLxFbwYAGJEUjl0XCh0GdgorVZj4wV58uvsK3t9+ETet3I9XN5zFiaxyfH8oEyt3X8bAt3dgwvt7sf1cAeb+dAI/HsqARqfne1O44kpRNZIiA3Fd9yhEBPrggdXHRKXaKmpNXz/w3XHR4+v1LJ77IwXXymvx2k097E7ivnB9NwDAJRvBXwAY9e4u3PbZQXwgeJ0ndo/iJ4TGLt+DjafzbN3dLdxkdkmN2ubK1t+PZ1sEq8xtSs1DXoUKCyZ3tfrzaX3aIrdC5TAD9WxuBV5ZfwZtQ3yR9vZUzJ/YBQ+M6ojLi2/A+8aJxxU7LmHqin04ml4KrU5vCGafzXf42FeLqtG9bTDahfrh8Z9OYNKHe/Hg98fx1C8nHQbMhY3lAa58mfOfXe5az9rq1KvFNW4FLBqDRqfH+9vS8Oa/5wCY+iOFBfhAYSx79Pza05j0wV6LgPOyrZYN5M0NFwRWrHnpr1R0e3ULcsqU+HyPuITYxO7RmDEwDt3bBiPFWFot9VoFKpQa3P75QQx6e4fNx1VpdFhiXDlsawW/sBm5OU/1xrI2aR/gY/2x+UwZD557Y0MtJ7Lt2XuxCL0XbcOod3d5bB8aG1cSTOuhhWXCEmPRAVKMa+/aa2qOYRj8eEs0uofLkFnF4s6vj+OzPZfR5ZXNGPLODny003R+WPPQUPSOC7HovyK3EswwL+3F3UcuZfjJv7g2fpgzogOfcWb+XjOfJFx2R1+EBVguROBIBNv7uBOUMZ/hsyImxBeLb+0NmVQiCjKu3HWJL8EEiPvmemJRobXH+GD7Rb5Ma64gaKDRsaLSYObjlPPGigNzVh/jj0vOuuXTA+j88maL24ULRMwzCLnJx23GQIXwWnrV3itgWRaXC6vwx3HDxGZxtRoPfn9c9Bjc+a9Oq+Nfi+TMMmxKNWQfeyJThutHxxEG3sx7JJkTXocXVdXh4R+OY/WBdL7sqF7PgmVZq9ef1ipMOMPau8pRYLahM2UmfbgPACzKrTozVjb0MTN8PWb5bgxZvJN/bZpzYL6h5JTVYvnWNCzdfMFigl8uZfDi9d34MmUcX7kUIf5yyGWGF3rxpgv8ggFJM+4pY+v7hjCxu2kum3tfZpfV2tocAPD4OMuMZHtBGa6aylv/nhMd+1NzKrApNc9r81ik6ahXUGb27NkICAhwvGET9Nlnn6Fjx47w9fXFwIED8d9//3l7l1qsN/89hx8PZ+L2AXHY9vQY7H5uHN68uSc2peajyyubsc1Y/qUxnDdODN06wNBE+P1tFy0OhKv2GtKp7ZXm0uj0uP+7Y9h6tgC39m9nsVpweJJhosDeoE+nZ/HZnssYvWw3rhbXIDEyAEtu6402/nK8/NcZvLr+jFdKkqQVVKGkRo3hiRH4Zs5gTOwejX/NJvJKqk2DZVuNMQHgdE45v7rdWtPNGYPiodGxOJNrv8nos7+fwoilu/DVf+kYnhiOBVMME3er9l1Fl1c24/GfkqHW6hu0RI+5wioVskqV6BcfihmD4pBeXIN1J8WlcZwJyh3LKMVjawyBrRV39rM6AIkPM6zueuiH43hvaxq2nMnH42uSsTk1Dx/tuorPT6sxd1s5Dl+rwwP9gnBXz0CrzyVhGLvptfacL1YjKUyO2CDXau7HBslwezfT/iw9UI67/izAzD8L8Oa+UhTWaOt1gct9frn/WZa1epGi0xsCQc48V3JmOQYkhGJa71j+No1x8hYAympsv8+Kq+v4VV8v3dANf88bhehg25Ms94/siMxSJZZvS7O5jUanx52rDuGr/9KhZw0rtP/3zREkvbQJnV/ZbNF7gdPQga9LhVWortPigZGmla4X8sVBg+o602uVYtaDJ6+iFgPf2oHRy3Yj9VoFpBIGz0+1Pik/a0gCNDrDKjJbKmo1GLN8N+oEx80fHhiCtY8Nx+7nxuHfJ0fh54eGon24P7JKlXj4h+PYmJqHVzecReeXN6Pn61tx86f7sXzrBWw8beht83dKLs7aOD6xLGsIykQFoEt0EH59ZChyK1R48c9UvtSJeYkMYUDvjX/O4q+T13D30AT0iQu1+XsBwGxjUHv51jRsP1eA5MxS7DxfgGMZpahV6/Dj4UwUCPofPTEuCZfeuR5f3zcYb0zvyd8+9+cTdvvbuOqMoGyjtSbpBZUqPL/2NF5Ye9rmY9SqdXjhz1R0jAhAhwjrY8r+8aHwkUlwyk62lE7P4tEfk6HR6fHlPYPgIxNPIt4+MA57F4zDkA5huJBfhZmrDqHTy5vx/NrTePTHZNz2me0SM7vTCvH78RwEKKSIDjac768WmSZeCqvqXLqo0ulZ0fvUES9WoaiXLWfyRSvNuaCMzth0njscXy2uQV65eMwlfH2FhMGOV27sLrqgNnfMmIU46t3deHeLabLyyQmdoJBJsHxGX/Q0KyvZ981tOJVdLgqomnvyF9Pq58RI6+/ZKDtBmaggH0zvazq/PDWhE1bdM9Dm9rYmJqxNutgKEnGTDZ7sKWMtq03IXyHFrCEJeGRMIt/Dp1ajQ0FlnejY0ZzU6VjIGM+VgVtz2nDOfGtcGD67IRKhVhbUuEohZfBwP8P7MjW3Csu2GMYXJTVqvoTchrkjMSAh1OK+J16dhGMvWzY2N2+63rtdCKb3jUVcG39+NbxMwiAhzJ8vzWj+Grm6clsYG+rdznJfHd7fxed70bj4AQDe22Y7ozLppU0u7wuHZVnc880RdHzR8jE+FvTDElp9IF10PDKf/BNWDlh3IgeusFV6+f6RHfivb+jdFn88Ntz0Q5Z7XkMwRlj2bcnmC7hSVI2Zqw5jgZ3zPveX6frKFjy+xlCqSJhNY97DxB3mY2BhtYa0fNsLXFiWxct/ibNh/BVSfLbnCh8kSXxpE8Ys343ElzahsEp87jLPwnF2LG7tnOEo28vZfo31ZR5EcaanVscXN+G/S6beS8L+PMXVdVh9oPlmDRRWqvDbsSyPPiZ3vfDniRyLDD2ZVIJHxyZhqpVSqQDQIdxwvO8TF2LKlGkS5ctc7SnDmH3vqT2yxH3ebulvGov9mWyYx3E0/9Y5ynKeJbPEub6fwkVUN63cjyd+OoHElzY1uUoYpHG5NrvWQvz222+YP38+PvvsM4wcORKrVq3C9ddfj3PnziEhwXqDTOKe7w9m4J+UXDw+LgkvTDUNdu8d3gEaHYu3/j2HR35MxqQe0XhyQif0bhfSoFHxK0XVaBfqh2EdwzFrSAK+PZCOQR3a4AZBY2VuYn/s8j3YMHekqLmaXm+YFPxi7xXUqHV4dEwiXryhu/nTICrIFxGBPrhUYFlqhmVZ5JTVYvSy3QCAOSM64Ka+segUGYgQfznuGhyPZVvT8PmeK/jxcCbem9EXdwyM8/ArYdu/KXkI8pFhkLHeeo+2Qfh412X8dTIHt/Y37IczjQ9Tsstx86cHEBHoIx7MCyRGBEAhk+DB74/h2/sGY4SgCSNguNB4e+M5rD+Vi/tHdsCsIQn8Kvq54zth9leHcfBKCbaeLUCXVwwrvT68sy9u6hMLqYSxurKNW7lnKxXYFpVGB5Y1lB1Ra/VYtfcqAn1kGJEUgZv7tcM/Kbk4Z9bzwFo5J6G/U3Lx1C8n0TcuBMvu6Gs1mwIwNYVfm5yDlYJJ6c1nxAHNO3sGYlpn24FyST16yhRU69A20L3JgkmJfugcLkdaiQZfnaiEsYoKUgrUeHxTMSYn+qF9iByj2jn/+CzL4pNdl/msAD+5FNf3jsGZaxXIKFFias8Y9GoXjAt5VcitqMVhY0+TAQmheHJCZ4zvFmX1cavrtEjLr8ScEe3RIzYYL0zthne3XEDnlzdj3vhOeG5KV7sr+FbtvQK5lMGvjwzne8bY0y8+FAundsM7m85Dr2fx0g3dRe/bA5eLcbexNNSrN/bAdd2ikFehQmGVCv/36ymwLHDXl4fRLz4UiREBeGRsEg5eLsavx7JxLL0Uk3pGgwGD2we2w9WiGtw2oB385FKPHGdPZJZDKmEwoH0oDr04ATevPGCRfVhTZ32QybIs3tl4HmqdHl/8bwAig3zQMSLQZumd+DB/jEgKx+d7rqBtiC/uHd7BYps7Vx2CSqPHH48NR4+2wahSaUUX4Zy9C8ZDqdbi/W0XRank/eJDcSq7HGeuWWZ1HFg4AbEhvqLXLb9ShSqVFkmRhsF5e+NF0cbUPORW1OKvJ0Za9ADhLlRYlsX3hwwrMRcJgia2cM97tbgGD/9w3O62384ZhAndTBPV943ogPtGdMClgirc881RzPjiEL5/YAjGdol0+LyOnMmtRO92IUgvrsHKXZfRKzYECeGmuu1cc3d7ZY6OZxo+my9bOZdyZFIJOkcH4u2N5+GvkGHGoDiLY/gvR7OQU1aLDXNHWvTl4rQPD8Bvjw7Diawy3P65oc78H4LV0KsPpOPuoe2hkEmw4I8UrD2Rg/Ql0/gJnIRwf6sZthW1GtSona/p/6yx3rqzbvxkPwBxzepDV0ow66vDFtv+fjwbk3tEWy2F54yM4hpcLKjC5J4xbt1fSGn2miQYPyM6K6tkx723x+Hj/ff8eIT6y9F7kaEnRs/YEKyc3d+ixKQjXIAAsJ/RUl2ntVglXlip4kvZrH1suM33WpSdYLxCJsHHs/rzpe+esZEhxrF1tOYmCBnBFraO7Q3RYNlfLkXHiACrK8P3LhjHHxMBQxB++BJThsyNn+zHyVcnoY2dTImmSK1lEaiQiDJc3FVWq8Omy4aJnC7hjvufuCI6QILB0RIM794eH+8RT34+Pi7JZuNoW5krD47qiO8E2RphAQp8PKs/AFPwQyJhoJBJ+AktR5kyjnBBx2V39MHtAzx/HXT8FXHwyTwbSEi458Jf64lxSfjMLAvPnosF1aKJameYN4A3f13dnZi/Vm65GnxSj2j0aBuMeEH/FblUgsEdTFn8XFCo1rgAyvzY/fiaE1bHyVqdHjIr115cb74sQVnxr/5Lx7OTu7qdVZicWcqXK+eECsqMG/pcbcOwjuH4wiwgbl5u7u95I3Hkaik+2nkJMinDv/7ZpbX8/1FBpuN9QaUKvnIJnp7YBUs2X8CAt7Yj5fXJ/M+1Oj3WHM7E3cPai8Yx3doG4arZsVQukUAF2xPEwkWSDWnbuQK8tuEM3ry5FwBToMndS4nmXrJs3i8ncTS9FDMHxXts3qqo2vZiYOFii8fGJuGLveJjjq9civFdIyGXSvgFQt4sX+Yu811uyJ4y258ei1qNDleLTXN13x5Ix6wh8Q7va75IAbBclGiLWqu3WDQGGDIK2wlKLJLWxamgzNSpU/Haa69hxIgRdrerqqrCZ599hsDAQMydO9cjO9gQPvjgAzz44IN46KGHAAArVqzA1q1b8fnnn2PJkiVe3ruWg2tMCwAzrAQVHhzVEXcPTcAH2y9i/clrmL7yAIYlhuHXR6xP4NcXy7LYm1aEvvEhkEgYLLmtN7afK8B3BzOQGBmAbjGGi3TDgNEwILtUWC26cEnOKsP7xkngVfcM5Mt7WZMUGYC0/CrU1Gnx1X+G2uNtQ/yw/Vw+dqcZatze3C8Wr93YQ7TakWEYvDC1Gw5cLsbpnAo890cKurcNQveY4Hqlour1hgqf3EPYGkTsvViEST2i+YEwNzB/+rcUDOloKNXlKAOkpk6Lmz89AAB4+5aeFinkHImEwehOEdh5oRCzvz6Cj+7qh5v7GbKYiqvr+PIhMcG+eGFqN4vB+Yq7+uFEZjnKlWpsOpOPfReL8PRvKXj6N9OE1wtTu6FOq8OKHeIVaP8blgBfmRR3D2tvc/8A4ERWGZ5fe5rv5SCVMPxgdPbQBH5Cp1NUIE5klWFtcg4fRCuqsj3AyiiuwTO/ncLQjmH46r5BDhuScnWvq1Ra1Gl0CPCRQanWIdKPwYHjp8DIfTA4zn7mYn16yhTW6NAryr3JE4Zh0DFUjo6hckxN8kdlnR7Vaj2ulGmw4kgFtl2tBVCLr04CA6MkCGpfifhIBmuP5yAiyAfdYoLQ15hJcOBKMb7cd9XiorZWo8O6E9fAMIaLmL9Tcq32ejiRVY77vzuGnx4ailq1DjEhvvxqX5ZlseNcAfQsMDzRECAc0tEUWFm5+zKem9KVb/htrqxGje8PZmLu+E5OBWQ4D43uiLO5Ffjqv3RM7B7N9zq4VFDFB2Ti2vjhQWPtdS6boE9cKIqr63Dft0f5bLaPzVZX7U0rQkmNGn8aV09ytbCHJYahf0IbTOwejfgwP3y88xLWHM7CO7f2Qlp+Fab2jOEHmPcOb2/1Qvrw1RJ0iwmCv0IGf4UM7cP9LS4QqwR9IYSD0AOXS/Dv6TxM7xtrc+WXucfHJWHnhUK8tuEstp0twHsz+iI62Ac7zhdi3YkcXMivwrOTuvCTB9YGzRx/hQyv3tgDr94o7uF0qaAKdVo9Dl8twdsbTfXORy41TCbOGpKAyEAFZg1NwJf7rsJfIUV/4zlCeHHNrXjLM1sxyQWHuZrjL17fzekA8c5nx+LOVYdtBsW/f2AIQv3kNifbOkcHYfmMPrjnm6N4Ye1pzBwUhzkjO9otH2OPRqfHnrRCTO/bDiXVdTiXV4mX16fixweH8ttwZb1s9QNQaXR4859zaBfqh+u62z6fAsAr03rgri8P46W/UvHWv+fw7OQuCPVXYEiHMOy5aHhfzBwUZ/P35zAMg4Htw9A+3N9iZdsb/5zD7rQiDG7fhg/WnLlWwR/z37q5F54SZElwKms1NgOQjkQF+TgM4HNYGIIuN/Zpi0NXxMfAdSdyMCwxHM+vPY3njbdlLJ3m8v7c8tkBlCs1bt3XnNps4jq+jeGCk7v5zZt74rUNls2hbRFOFHLcKWsULJicsxcwTC+qEQVdzlyr4ANkADCog2W5UY55MEfI3kSDtfelzcdxYUxoypSxHAP4yiVQudGbQCJhrJa6AiAKyABA2xA//PTQUPxwKIPPsO7/1nbMHBSHZXc47mnSVNTpWIT4SlBdXb+MI52x5CwALL0uzK3+MfZIGAaP9VFg+PAOmNonDu3a+CG7VAmtnkVfG4FEe+LD/BHoI7NaQpSb/JNJGCikEuhZLjtZ/Bq5OsHGvSZdo4M8PsHoK5dYfPbt9XqylRnQycqKaWu4gIQnyjaZZ2UKKztY202WZfH78Wzc1DdWtPBl4Z+WmSy39W+H63vbH5NV1Grw3tY0qwtYAMO1szWdXt6MT2b1R/e2wRbXoAcvF1uUDPr2QDqeGNfJ7r7Ywi26AIBHxyTijoFxCPQ1/e4HrpRArdXzASEhYVbSi9d3Q5+4UJzLrbRZPrdcqcaPhzMxe0gC8itVWLXvKqKCfPkxaEWtBiqNjr+G3XG+EIv+OQcfuVRU2tu8RBhgO1Pmucld8N62iyipqX9GkbN+OJSJI1dLsfXpMU26BHVj4DK5tHrW5jnQntM55dDpWfRPaGOxYMEa4bFp4fXdLIIyACCVSAxlrZtQUMbVPWDM7tGQv0KIvxwhkCMmxBcf3dUP//frKQCmxWT22MpIdsZPR7KwdPMFiz5mI5fuwl9PjED/BOfnD0jL4VRQZsaMGZg5cyaCgoIwffp0DBo0CLGxsfD19UVZWRnOnTuH/fv3Y9OmTbjxxhuxfPnyht5vt6nVaiQnJ2PhwoWi2ydPnoyDB62Xrqirq0NdnemkV1lpvzY6ASqUGvR907CSce1jw5EYaX3Q6iuX4qUbuuOJcUno9+Z2HL5aikV/n8UT45LsrjJ01YX8Suy7WIQL+VV8bX7AUA/7aHoppq74DxlLp4FlWVEaeIxgH3R6Fvd+cxQAsG/BeNFqYGtGJEXgwx0XseV16+XZ3pjeE/eN6GDz/t/fPwSZpUq8/Fcqpn28H2EBCvz00FB0bxts8z7W7EkrxL+n87A2OUcUUAAMq0Xfn9kXuy4UYmyXSHy88xJSr1Xg1v7t+G2EJ4ftZ/MxZ2RH5AgGzuYXkpcKqvgatCtn98cUB6ttP5rVHzvOFeD5P0/j/349hWBfOUpq1EgXrFzYMn+01dVSUUG+mNrL8Ph3DUnA5A/34mJBNRLC/PkVV8KSJUJrDhvSjr/en46b+8Xi0TFJ2J1WiHKlGpN6xGBIxzB8sfcKlhrrMydFBmBan1hsPJ2LK8ayKjcLyo8kRQZi69kCPPdHCsZ0jkBUsK/dibbHfzoBuVSCV2+030tCaICVE7VSqURJmBT+/gqHF7wSBnbWW9mm0bEoVekRFeCZOvjBPhIE+0gQGyTDoLY+OJFfh61XanG2SI3kQj1mfm2/TxHn3uHtce/wDtDq9UgI80dGsRLtQv3ASIAjV0vhI5Mg0FeGHm2DceZaBfIqVPj9eDZOZpXzwQ4A+L/rOuPA5WIcN/bsGZYYxn++wwPEF+2VKg0+tNEo/Eh6KdQ6Pe4a7FrGJcMw+GBmP1zIr8KdXx7G3/NGIr6NP7+SLCrIB9ufHmtxv44RAegYEYCjL0/E4Ssl+P5QBsIDFLhWXovHxyVhQrdo6I19X1YfzBA1PD18tRSHr5Za9FngSjb8cMhUT/toeim6xgQhKSoQ0/vG4mxuBUpr1Nh6Nh//N7Ezv114gOXksjCrwFduGsSm5JQjyFeGj+7q5/TrNKhDGP57fjzGLt+N/ZeLMWzJTtHPb+4XiyfGu3cBz+lszMTr1S4ED41ORJ1Wh4NXSvDOxvO4XFiNX44ajhtc8Mv8XBWgkKJGrUN6cQ02nLqG+b+dEj0+d/jNLDEcQ8Z2dT5bJSkyEEdfug4nsspQWqPG1/vT8fjYJAzs0AbXymqdOjeM7hyJ9XNHYuGfp/Hxrsv4eNdl7H9hPOLa2D+fWZOWX4XiajWm9YlBiJ8cH+64CI1Oj7XJObh9QDswDMP3H6u1Uff8+bWncamwGm/d3NPhasNhieHYt2A8Zn99GDlltaKgGWCYzH77lt5O7/8fjw3Hb0ez+YUWnH0Xi0SfFW4SPikyAAE+Mtw5OB47LxhW4N7Ypy3+PZ2HilqNqFSfK1yZqPz5SBZ+PpKFK0XVCDKb9H/m9xSM7izONrW1Mtke85J7rvr9eDaeX3sa6UtugMasBAQXqOAma+0FLhwJNwYThe+btY8Nx5v/nnN4UR0kmJyzlylzpahaFJQRBmR2PzfO4T5+MLMv31dPyNZkya5nxyIsQIHSGjUmvL+Xv93WW8SVCQuuXJ5Gz0ImMa323vnsWCikEj572xUShnEp63hkpwiM7BSBSR/s5Sdufz+eg9sHxCEq2NfuApmmQMey0OiBQIUE11gd9Czr9kres0VqXCgxfNY6hzVstlAPY4m+EAfl5hyx9Ztyr4HUmCkDGFYDaywyZQz/739hvFOTWtznpCEmF6393ewt5LBVzsba5PTgDm340omctIIq7LtYjLCA+mdEXSqsxuGrJRjGLeARBEGsTZVfLKjGC3+mIqtUiQVTTNfA1l5XZxZp7E4r4hcXuoor/Wheqmu2cUz+7KQuWHfyGtKLa3DoSolbQRlh0KprdBBf0UKYuWn+99yUmodhieEY+PZ20TFtWh9DgEoY0DH3+Z4rOJ5ZhogABY5llKGoqg6D2rcRZV5V1Gr461juurmwUjxettYjUmrsi2Re6WDehM4orlZbLRvbkNKMfQ35TBmXp91bBv58qtO7XHkDAKavNCxczVg6Dfc7yBqKCfZFklmZ1EU39cAZs+ocUgmg0ph6tjaFoIyrLHa5kUqwCedXbM0bcZ4Yl+TWYiDOD8aMU/NFe4AhI42CMq2TU1dDDz74IO655x6sXbsWv/32G7766iuUl5cDMFwM9ejRA1OmTEFycjK6drWfgu9txcXF0Ol0iI4W16COjo5Gfr71yfMlS5bgjTfeaIzda9Y0Or3xH8sHZCb1iHZqxXiovwJXFt+AZ34/he8OZmDN4UyseWgoP+B0xb6LRTiZVY5Pdl1CuzZ+uH1AHF/iKCkyAGM6mybB/AQT/SXVdZBJJaJaj8KTw76LRajV6LDs9j4OAzIAMHd8EqQSYN2Ja6hUaXDX4AQkRQVAwjCY0C3Kao8VoTYBCrQJUODHB4di94VCfL0/Hdd/9B8iAn0we2gCHh+bZHdVFwCcy60UpQjPHBTH15MGgHN5lbj+I0M/peVbTT0thBOFnaICsemp0ViwNgUHrpQYgzKmVZzCYAnLsvh412UwDLB6zmCM62p/5TNgmJS5pX87jO8ahckr9uL+70z7OyAhFO/P7Od0GZY1Dw5FmVKDrjFBuFpUjdRrFcgpq8XhqyV4YWo36FkWPjIpPtx+0fB7nclDoI8MG07lYsMpU1bFV/+liwJY797eG5N7xKBNgALPTOqCy4XVCPaTidLVhavlrhTVGIIyldaDMsXVdTifV4mPZ/V3WJPdkxiGcat8WanKMKEa4e+ZoIyQn1yCkfF+GBnvB7VajdLKGtSEJoGRyox/xxrojY24A3xkmNg9GpN6RFsdBPcQ9AaY1EN8jOdWNN/UNxbVdVrsOFeAOq0Ovx3LxkeCOt4MAzwyJpH/vn24P2YNSUB+RS12pxXh1k8P8CULzF0pqkaIn5zvOeEKiYTBDw8Owah3d2P6ygPo3jYY18pr8dndA0TlFa0J9JFhYo9oTDT7nbnHHd8tCuO7ReFSQRUCfWVQafS4kFeJgR3a4JBxteDCdanQ6VnMGBiH0V0iodXpsf5ULvZdLMKWs/n8asKFf57m64dLJQzuEJQU6R0XguVb0/DID8ex9PY+aOMv54MPgDhT5kpRNTpFBbqc9h8f5o+rS6Yht7wWPx7ORHJGGe4YGIcOEQEY0tH2qnV3+cikGN81CuO7RiE5swz/ns7F3rQiPDImEQqZxOJ9tmHeSFTUajBz1WF+1dVtA9ph3QlDnWLWOGWSXmw4hrYPc20SUiJh+PeysLxUcFvnJ3r6xYdiy/wx+GjHJXy44yKe+yMFz0zq6vLrx2UPdokOwsD2YbhWrsTvx3Nw+GopukYHoXdcCF/CZE9aEf739RGseciURZOaU4G/U3Jxfa8Y3GOlHJ01CeH+2P/CBDz5y0n8Y5YJ9/yUbjYzcqyJCvIVXfzc0DuGbzJsDVeiaXLPGDw6JhGr9l1F73Yh2H6uAJUqDardzJRx55qT631n7prZSuMatQ4hfq5dPCrMxkGu+tUYuKzT6kWPM6VnND9JwN3saBwEGLIE9XoWj441NVbd8cwYq+OCQR3C8Pe8UeiwcCN/2/cPDMF93x4VbScMBkUE2h5fzP/tFIL9ZJjQLVrUq+z9GX2dCiD0tnF+F/7Nhc/PLWAK9VfgyQmd+Pdch4gAnM21XBDmSs14bhX2/ktFovJHSZGBbvcvlDCul4IFDH14hBPJd35pKMPnieyshpRbZXgPBCoMv7NWDzgYhttUUGN4rPv6WC9b2yTZeLtxk8xSRhyU0Zmt/JcZJ5idXQTgydI1DCPOIuFKIQsJrwkfHZOIWUMS+NJcwsb0QtYyU766dxA2nMrF63+bsgCnfbzfckMzvduF2OzxIiS8ZpkzogP2OAiQcOdh82xOX+OYLDxAAZVGh8fGJvGZ2vW18alRyC5VIjLIF7d/brno1daitWFJ4bhzcDyWb03DH8k52H6uwGKc5Ygwm1hY2s1fIcOfj4/Ayawy0aKOlbsuiXoIccfDT2b159+r9s5V3IKuXRcKscPYF2fJbb1FgblypQbRwb7Q61k8ZCxB+/vxbNHCJvOydAaG22RSicVxOjxA4VTvUnfZ6sG59Ww+2rhZHrWlMAVl6pcxdCKrzGHZqz0LxllcK80R9PLkyCQS6I2LBYCGLf3lCPfecXUXzH/PxoorCTPS7C2oDfGT4/mp3XDchd6c6836DedaCcZwqlXOl0EmLYvTS9QUCgVmz56N2bNnAwAqKipQW1uL8PBwyOWerYPbGMw/9Kyx6ag1L774Ip555hn++8rKSsTHO6432No8/MNx0cBwZKdwfHXvIKfvL5Uw+Oiu/nh+ajc8+uNxzPv5BP5vYhfcNTiev+irVGlw6EoJJveIFv29auq0WLL5PJ/9wMksUeK7gxlo4y/HDb3b4skJnUUrB67vFcPX6v3teDYfKV94fTcs3XxBNIG9NjkH3WKCMGOQc3WNZVIJ5k3ojHkTOjve2I6wAAVuHxiHsV0jsf1cAT7eeYn/t+3pMVYvLADgt2NZeOHPVPgrpJgxMA51Wj2W3NYHS27rg+LqOmxOzcPK3ZfRJToI18prERXkg8W39raa1dQjNhhTesbgg+0XMXzJTuQLUuWFqwV2nC/EPym5WHFnP6cCMkIh/nLsXTAem1LzkFWqxK4LhXh/Zj+XVk5GBfvyq9YTIwP532Wu2ep5rn7wc1O6QqXRYfOZPOy6UIQAhRQ39Y1FYZUKSrUOoX4KXN8rxqJEiLVyBcLbzudVYnhSuEXzR84J4wDelRJXniBhrF9AOlKsNAw+w/08H5Qx5ytjML53NPz9DRdCXAP02zxYT5wLBALAnYMTUKXSIDWnwqKnEWA4Vyy5rTdYlsVD3x/HzguFCPWX4+Ubuls0Mb1aVIPEyAC36wtHBfniz8dG4OX1qSipVuPXR4a5FZi2pbPgWMF9rrhygeO6RiGvolbUcP62AXEoqqrD/stFGNUpErO/OiyaSHtodEdRlsgjYxKh0emxYscl9GqXiVB/uWjwKXxZMkuU6Bju/qro2FA/UZ+yxjCwfRvDZ/Ym29t0ijK8xncPTcAPhzKx8PpuuHNQPB+UEWbKxAT7OgysN6T/m9gZbUN98fza07jzy0PY/ew4vjSeM87nVyIqyIefrOBKgALAP6dz0TsuRDQ5sv+yqdxWenENbvnsAOLD/PCJsS+BKz6Z1R/L7+iD0zkV0Oj0GNoxzOWMEAAI9Tfse7/4UHx290B+Mv+WfrFYf0oc9BEuQODOe/4+MoT4yVFSrXa5wfKdg+Lx2/Fsj144m/e1qanTIsTPtTG6TMpArTOshHVnpSU3KTt1xT5kCMpwrbpnEI4ax1vc626vhwNgyByxNibhPme2jOoUgf2XiyGVMFYDI8ISPo4yVf9JycOEbtGiLGpnS/7Z6ofABVP+njfSZg3xZwV9Zpbd3gf3j+iAO744JNrGlXMNN6nMlQ4Tcqf8CmCY9DHPeFgwpStu7GN/IcHyGX2RXXoY5/KaV+WBJfvF2Q8aHQuFG68dy7L4IrkSUf5STO/atLODnCHMaOGu19Q6vcUks8TFQ7QpiFv/UklBPjJUGie8NswdifZWFtdxx647B8Vb9AvlJsTNAxvWSgJLJAzuG9EByZllVsvo2jKwfRungjJCwj4/gPWJdK68mfnnvKi6DrcPiMP7M+tfPvCL/w3EY2tMWe49Y0PQMzYE2caqBU9N6GRRXlfIXyHFjmfGItZ4PHztph74IzkHxzNLXQ7KbDtnOsapzLJ0B7Zvg8JK8bWZMCAjNCLJNP52JquTK3ka5CtD5+ggnMk1/S25/oLCPj7XymuRnFnGXwtaK23HvfetnYpjQ/1QUqPG8YxSu6U03WUr4PDoj8kOy8Q647puUXzWcXNTZ3xfWctucsUmY+lpe5ztqySRMNDqmkamDPfOcTWTqjF7ygjJnDw5cdfO1nrC2PLDoQynt3WmZ3NTtCetEFUqLW4SVJAhrnE6KPPAAw/go48+QlCQ4UIoJCQEISGNt8LbUyIiIiCVSi2yYgoLCy2yZzg+Pj7w8XF95XNrc8+w9nxj+3du7eXypDynXagfvr9/CO7++gheXX8Gr64/gxemdjM0UjdewI3tEokz1yqg1uoR6CtDaY2aX7XQLSYIPnIp5k/sjHFdIu1etM4Z2RFzRnbEnasOYdmWNDAM0Dc+FNf3ijEGZQynFZ2exX+XivDgqESPNXRzVUSgD2YNScB13aPwyA/JOJVdjskf7sPA9m2gVOtQrlRjeFI4+ie0weGrJdh4Og9TekZj2R19LSZlIgJ9cM/wDk6vTgaAid2j8cH2i8irUOGVad1xLrcS605eE62SPJ5ZinahfvyEt6t85VJ+8n3+xC5uPYY7z3lr/zjc2r9+k/6924Vg+R198Onuy9hw6hpu6N0WB6+UiJqecpKzyhAT7ItYK03IGxID93rKlCgNg89wf/fTdZuyIF+51YCMEMMw+HhWfxy6UoLrukdZXbVcWlOHSDv9CZzROy4Ef88bVa/HcEdkkI/VMj6RQT78Z2P7M4YSajo9i32XikRZh4BhxfT8iV1w5loln50oXPkpfOvllddiuAcDTk3Nwuu7YUznSD576ccHh+Ceb47yZTUySpROZVw2tJmD4tEvPhQ3fPQfvyL4yQmdDME2lkWfuFD0jQ/FmWsVCPaVIyHcHzo9i6Wbz+Or/8QNMW/uF4v1p65Bq2Px5b6rSM4sQ3JmmdXnPXy1BDo9i9VzhrgVTAEMx+76ZkdxwQFuIuvOQfE4llGKWUMSREEZhUyCf560/FwG+kjRNtQPK3ebJpucvQ6e3i8Wvx3PBsMYSijuvFBgs0a/swrMsjOVatdX3XGr3r/ZfxWbUvNxKrscH8/qj+lOXmwpjBerGVb6ogzpGIZv7huE8cbxofkFt3mJVVulby0et0MY+rcP5b//ds5gdHllM/zkUoQFKJD29lR0fWULAhRSfHr3AMQIzr3tw/1Fq+jbhvhizogO+HT3ZVSqTEEtrgTf/4YlYJyTZQdtBVy431sYBLcnwEdmddKNe/lYs6JF258eg28PZPDlFgFAo9WLykl2iQ7kg/LujmslEgZymfi+iREBFv1kzAX7yjG6c0SzC8pwQYaekQok59VZlOdyVrXacL8R8Y07BqyvF6Z2wwor5Vu5+SxGmCmj00Nr1lMm3sUymdznxFY/F1e8dEN3LFyXCgA2J5S5SUyN3nKilcv6q1KJyzuOSIpA3/hQpGSX87dxGTd3DYl3KSgjzJr7e95IXMirwvNW+r7YY+2VyjX2QTRvYF9UVcf34HPHqdcmod+b2xHsK0OXaNOx+s2be/Jfx4f5Y/X9gzEiKRy39G8nKssodOfgeD4gAxjG5aM7RyDDrPG9IzvPF/C9EwHrpVOFY11ucYQ1wmtnrvxuXBs/dI4KtCjfFh3sw59/uWzym/u2g0bL4vk/T+POLw8j2FeGFWYle2///CCfIai1EgRZMKUbVu66hMfGJfH916YZs+e5Hmt3fHEIVxbf4PFJePPPr1Cxmxk6XEayhDFklE38YK/N8rZNmcp4XX8mtxKdogJdatB+Mss0LvbEsY0jkzDQsYKgjFczZQz/u7oL5otgGy1Txoknem9GX76XtI/c8XULt+A/xsFcz019DaXx9az1kmbNwdrkHJRUqykoUw9OXwl///33qK21XrKlOVEoFBg4cCC2b98uun379u0YMWKEl/aqZbiuezQOLJyAAwsnuB2Q4YQH+mDL/DH8arsPt19EuVKNpyd2gUImwd6LhubVVXVa5FWokBDmj7/njUTG0mnYMn8MNswdifFdo5y+0OxnHKD3jQvFN/cN4iPg3AR2TpkSlSotBggu+r0lKsgX6+eOxB5jPfPkzDKcz6tEXoUK605cw6vrz2Dj6Tw8NjYJn8wa4PIqWVt6xAbjxweH4Mt7BuKh0YmIMw4GhQOKK4XVTje9bGkYhsEM4+q6lJwKDFuyE3kVKsyx0jfoUkE1esZaNrpsaO5mypTU6hAgZ+BXjxqqLUGAsUyYrb9bpUrrVDme5k4qYTC+a5TNC8ChgonyPx4bzn/NTRzq9CwKqurQNrR5TUi5wl8hE5WTM598LqtR2+1l0Zi6RAfh0IvX8f1IPtl12bAgYsNZ3PzpAYx6dxdu/GQ/xizfjQ4LNyLppU346r90AMDTguB5eKAP/p43Csvu6APAcG569cYeom04Z3Mr0DU6yOvnC64EFndYfPeOPtj13DgMTQzH0Zev47cz1PQ27Ss3OeuvkPErJjl+Tq5q5M7NDAM8PakL/n1yNObVsyeSOVsl1Q5cLkbfN7ZZXeXJLbRYvOkCThknGr/cZ9lU1hZHtbav6x7NX3gH+Ihfq7g2zk9sCP3+2HC8eL1pZTu3IpxbYcqN6XzlUovxaZCvHOlLpvGfxy3zx+DRsUn8PnJlWviJtn7tnD53SyQM/n1yFEZ2Cre43RNsrSLtHB2EJbf1xoRuUXxTd7VOj2xB6dltT4+1yCJ2/fktG946+7t5M0vQXUoNi3t6B6JDqGFNo9rNucTiWsMdh8U1jXOAs/43rD2OvzLJ4vbYENPnlns/qLV6UYD1+l4x+OzuAS49HzfGMG9s7467BA3VbeEaL99uJTObW1xVZcy2+WfeKGQsnYaEcH/88ahhnJMYGYCMpdP4Y+iIpAikL7nB6cUDwYLrtT5xoZg5OB7rnrCcmxiWaPl4U43lTMuVGnRYuBHdXt2MRcbyaenGPpglglXYLMuiqKrOpXHIv0+O4gNH4QEKhPorEOQjw4IpXUX9F+81W/A3vmsUfGRSJEYGYtntfUT9BTkFlZaTke3D/bH1bAGyBAH+5/5IweJN5y22BQyrtR/8/rjoNpXG8hwn/J2HJ4mPza9M6451T4zAlvmjRQtGuEn3j2f1Rzdj/74v/jcAm/9vND6/ewD2LhiPD+80ZBxFGx9fImFw+8A4/jWrVGnx2W7b51LzIO8r07pj9tAEHHzxOv41VUgl+NT4OUoIMwU5fz6SCU/TaG1/7twtT8VlHMmkEkgkDG7sG9ssu9Jwx4P7vj2K0e/ucum+t35mKuf3Z7L1DGtnx5FCEsawqKUpZMq4y3yXG6tnkcxBxmtiRADuGBiHNsYsaWd6ytiab2njbzrO+yukWHZ7H+xdMB6jOkUgr6J5zrXnVaha9DV9Y3A6U8ZWXcnm6JlnnsE999yDQYMGYfjw4fjyyy+RlZWFxx57zNu7RsysnD0AK2eLb5sxKA4nssogZRjEhvpBLpWIekm4Y+bgePx8NAtLb++NiEAfPrWZe9tzjW+dLVnRGDpEBFjU365VG0px3dgn1qXa+s4aLVgZz63AEKZb55TVNkhfh+ZkQjfThM/+F8YjvagGX+4T1/+vrNU4XEnaEMwbRTqrWKlHeAP0k2nO4sMsV3xWqTQI9nO/cXVLMblnNJZtvYB/nhwlSrvnFt0VVdVBp2f5CZDWgLtw5QL9lSoN4sPcm4BuCJFBPvjxwaE4crUE+y4VoY2/AgE+Mny7P11Usg4ABrVvgxGdInBjn7ai8nWcnrHBePuWXugZG4z+CW2w5Yxln5bMEiU6RHg/UyjAODF8n5Ws0aggX2QsnYbOL2/Cw4I+U4CppEigj8yirEmNWoeyGjV/8cbp0TZYlBnAB2UEF53PTemK4uo6/HrM+spdVynrxJkyBy8X45UNZ9A2xBcVtRrc/fUR/GacUCyrUaOous7qxelAFxqPujL26N0uBB/d1Q//9+sp+Mgk+O2R4bhcWI2nfj2J/w1r7/TjmOOCJglmnzF7QQhu4pe72OZeBS6biitf5upkSa92IejVLgQHLpsaMntqroQ7rtiauPh2zmAUV9dh0Ns7oNGxyDeuwjywcILNx/zLbBK4S3QgercLxZ9WyvMF+8otMt2cXZ07uUcMVuy45HjDJqJGo0etlkVkgJRfVWu9B4RjxVz2cSOUhG0MX/xvIB/A5T7/Gp1etPJ/eFK40/0hOdzklbvZlK7yV8hs9jXiMmWqjcdUYeN3e+X/GIbB4+OS+NKN9pgHOAFxA2rOw6MTcfhqKW4fEIetZ/Pxz5OjEBXkg0FH2/C9UlQaPb47mIFF03viSlG1aN8Bw3mqVqNzKSjTq10IP9FbYuxTk/rGFP7ngzu0EZXJtWbm4HjMHByP4Ut24uZ+7dAxwh8v/JnKZ+0JdTBeJ41ZvhuX37keMqkEa42T2C+ZlZcDIOqhak+EIKO9f0Iofn5oKAqqVHYrJoT6K/j3Ro+2wejRNhhTexkWjnY3Bmlu7R+H6GBfUUaYVMLg+CuT0OXlzVDr9Hz/GWvMF0nUWen1Jax2EBPii49n9ceqvVfw/vaLiA72xSQ7C8dcZa+3HFeaeLOV8Z09Acbxktz4PlJIGajr2ZfF25w5DbAsi/tWHxP12QTAl1Q0t+3pMRi9bLdL+yGTMNDqWX6xrDeDMjf0bosfD2e6vNDG/L3bWGtXHfXGM68yYj7OtVYVRc+ykIBBcbUat/SLxdOTumDs8j3wkUlx3/BYHMsow6b/Gw3AMKcwrU9bvPRXMdRafYPM4TWkvPJaq4sFiPNcmj3yVtkmT7vzzjtRUlKCN998E3l5eejVqxc2bdqE9u3dvwAkjSc21E+U4uwJSZGBSF1kGlhy73XuIFxRawjKeCrrpKH4KaQe7b1hz7iukfhwx0V0Fqx0LldqXL7oamnkUgl+eXgYAnykaBviZzUVtVKlQZBv40/eSxjGraBMSa0O4S42i27pQvzkmDOiAw5eMfXJqGolmTKOtA8PwKV3buC/nzUkHr8czeYzZUpqDKs1I+pZ6q054SZNuc9flUrrsJeFNwxNDBc1+p0lWF18qaAKBZV1GNXZcak/4YS6tbIO+RUqjHRQMrAxMAzjsLm48L3M4SZjfeUSfDyrP0YsFa+UvPWzA9izYLxohXd0sA/OCcqHhxgnHM2vm82DOc54ZEyiRfAfAGZ/fQQ/PTQUgzq0wZXCGry7NQ1Xi2r47I8jgonCmasO4VJhtegiul2oHyKCfPjJoYziGjzw3TFsmDfS5rHOx4UJVIZhcHO/dvCVS9EzNhgxIb6ICfHFiVctV+O76ov/DcSgDqYJTUd/Z24igwvKRAf7okyp4TM6uBIr7mR4BJkF7jxdJz3U3/axRC7KXDA8r7+dwFJ/s0ngbU8bylaaB2WW39EHt/Rvh0uF4ibFzk4E9YgNxoGFEzByqWurjL2lRBBI4d7i7k4mHshWIUjBIMS3ZYyr2gQoMN64IIkLUKi1hvJlQT4yVNVprQYcHHlkTBJiQvz4bK/6un9kB/x4yL2MAvNMGeEYnrtmDLNx/dPTyYWD3GfVUSmd8V2j8O7tvS36wTw0OhGnssvxr6BPxTO/n8KJrHIApmw/AHyDeFdL7nJjmXdv723xsz8ec77iyKEXTZmodw62nsXUVpCBNXb5Hrs9Xa31HfKRSXDvcMu5nQAfGT6Z1R9jOkcixF/u8iI5X7nUZpmeEUnWxzXHX52IPou22X1c8/Jl1oJ95r/l9L6x+PFQBsqVGjzyYzLWPDjU4RjNGXNWH8WoBhijcX3k5MbzrFwqQXF1HbacycfUXjEef77GotLo4CuX4p2N5xAe6IPhieFIK6jCicwyLL29D1JyKrDvYpHjBzKKD/NHG385pvR0/jWRShno9Sw/7mykWLZVw5PCHY65rDEfGzVeTxnx83wwsy+e+T2F/978c2feU8bHSlCGu0+5Uo0ebYP5+yhkErxxcy+LfegYEQCWBTJKamz2i26KymrUyKtUiY7XxHUuzQp26dLFYWCmtNTxSpCm4IknnsATTzzh7d0gTRR3bObGeJXGGsLBTTwo05j6xodiRFK4KHuoolbT5ANXjUGYDt8/PhQKmQRxgolJw4Rs4wdlpIx79WuLlTp0CqO/qznz/geVtRqv/F2buiW39UF+hYo/nnKZh6F+rSeAazqnGDNlar0TmK2PztFBDlfBWmOtd05ehapZZ0qZykNIEBvqh4yl09Bh4Ub+51w/FS54M75rJJbP6IsDl4vxf7+eAgD4Gi/QzC86A1yc9E9fcgMYhsHVohqkFVSiS1SQqHnu3V8fQZ+4EJzOqUAH499CePHI1b3mMqJyygzlE3zlhgUGz/+Zwgckfj2WjavFNThzrdKi7AtgyrZxlSsTD85ydYKH+5ty1znfzBlsCBgYj1tcfx53yoqYB7A8tYJVwjD47O4BGNTediYTNxmu0enB/dmdqYfuyIxBhn5SL0/rgV+OmjK7XJlDiTJbpX+tvNal2vz1cSyjFKv2XsHX9w12avuSWsOLF+4vRY3a8LWVhexOuVqmwegEP6/W/G8oEsGiNq2exZReMegXH4o7Brq+YEwhk7h1P1tev6knXr+pp+MNreCOmdV1hvGLeYbkJ7P6Y6iNlcJRQc6d6+QyCb67f7CoLJU1EgljM5BhPsJfd+IaAENpNqWgnCVXEcLVMqrcGKZXu4bvK9yrnSmYda281m5mXblSLfp+3RMjrGYZcRq790Gwrxxv3dwTbUP88NfJa9iYagqccSvjhb2M7h3eHvdZKX/94KiOFrdN79cOxzLKkBgRgGVbL2BU5/r3pdyTVoQ9ac4HEZzFTUxzjdW5LLjH1iTbncRnWRbn86rqXRnFEy4VVFnc9ur6M1g+oy9f2ldo6e19cK3M9bJUJ1+b7NL2UsaYKWMcyzRWQMOTzIdGkkYKLJmPyQxj0hS0C/XDtfJai6Cvefkya6+0nmVRWqNGZokS13WX8tkvtjIruxqvry7kVzWroMwfydmQSyWY2N16b3biHJdmBN544w2EhDT8SZgQb5NYyZSRMECgonlNojU0qYThS7yptXrUanQ0KW2GYRj8b2h7/HfJNLitrNV4JcCnkDGoc2NlZ0GNDiObWUPaxiCVmDKPtDo9atS6Jpn90BRIGMaiHGSIndXdLQ3XZ4FlDReXVSptqwnyh/jJ8b9hCThpXK1bU6dFdZ3WYfPLpoy7uBKu/v787gE4fLUE3wtWYnMXcrf0b4eIQB/c3K8dH5ThV+aZXZ/Z6gNj7s/HR0Cj0/NBhK/vGwQAeOQHQ039zlGBfKDldE4FAFPApU5reg6lWod8K/X8b+3fDgnh/vCVS6EyBmX0grIYeRW1CPKViyYn53x3TNTwujkJ8pHxq+ABINb4/uQy/LjXwN+NTBnzCVxPzZUwMJQJsUfYeJ2bsTVf5QkA384ZhDgXG7EDlr+bKwEnuVSCi29fj/5vbkONWoeRS3e5tbrWHTO+OATAEKxyVLoEAKqNgZggBQO1zpgN4mamTLWabTFZMuZM10+GElp+cmm9ShF624a5I3HzpwdMQRmVIevH1yw462iS/+eHh2L2V0fsbiOXMPXuyWpL97bBoqw2LngeFexeUEbWCLOl7cMDkL7kBnR8cZPFzxb9fRaLppsCbMXV4qCMM427G9s9xjKpE3tEY2Gpki9PpVRroZApRJky9w5vb3GctnVsvGdYe/xvaAL+OnkNz/ye0qQXSHKT2bOHGoKK5v2iWJbFlaJqdIoKgkqjQ0p2Ob47mIExXSLx4rpU9I0LwYZ59Q86uUur02PSh/ssbjcv82tOOObiJEYG4GqRuJxZTLCv22UxpRJDpkxTKF/mLvNAUmP1lOHG0Y+OTUSH8AAE+Mjw4Z19Mah9GEYv223RH8ZWebHRnSPw3yVDBQ2WBUYs3Yk6rR4+MonpusHK+AswZJxGBfngYn4V0NfqJk3SpYJqdI8JatbXdE2BS7Ond911F6KiGmawQEhTwp0UWEFQJthP7rHmrC0Fw5gyBbhsoqY6EPQmqcSUoaLTs6hR67yySt5XykCtM9Y5dXJWqFqth1LDIiqgZdQ+9ySJ4P1fY5xIDaSgpFUMYzqelteqIWEsS/q0ZNynjWVZ1Gn1UOv0zS5Tpj6kgs9KmXFFa5tmXOryqes6IyrIB93bmlazXd+7LcqMAUeO1rjy1doEFjeeMD8SPzImERGBCr43gLnfHhkGnZ7FQBvZEdyh/a1beuGuLw+b7Y/hbyCsVX//d8esLqaY0M2w6s1PLkWNseyNnl+BCQxfsgv94kOxfu5I/j45pYYMIV+5BIE+MouJsqbsl0eG4USWqd4/I5hcBkylf8wnY51hfl7wVIaEM/silTCQMIbgg17PQi5lrE7WcH9vztf3DnLrItvV300hk2DuhE5YtiUNgKkMTEM6eNlUdlRZp0OIv+MJ5loNCwkAHykDLtHIvDG3M1iWRbVaj0BFywzKcO8tPcuiVq11K4jZlPSND0WX6EB+DF+p0ro1zrMWCDVnKzi4Ye5I5FWo8NiaZLd7m/aLD8XpnHL++6KqOvjIJC6Pw7i3fGNN+DIMgz8fH44HvjvOlxIHwPfL4RQLMjSfn9oVvWKb9iJiYRnMGrUOof7iHq2uBr0YhkHXGMN4ZMe5AtwuyDDT6vTIq1BZ7YXZ2PwUUlFwqUYt7qnyy9FsvPRXKvYuGIe3/j2PHecLAIDP/k3JqUB2qdJrvwuXNWzOUQattaBNl6ggUVCGy3p2l1TCQKvXCzK5m9+clXmwozGTfcyDnrf2j+OvW817ypgHfX3lUlSqtKIMGta4MAEwHP+5n9lbvBwWoMDK3Zdx74j2TmdYelNRVR3+SM7Bbf0te4IR1zh9xG8p/WQIcQZj/GQI6/+3pgk0Z0mZ5td3xxskxtUrgGGVHWBZzqQx+MgMx/FylfM1N4qMddQpKGNJKjGthFdqjKVtmvkERENhGEZQX9ewiq81BbmFE7x8o2Cf1nOslEgY/lzBl69rxplSgT4yPDQ60WJsbH6hxq18tXdxPM0s0yEsQIGHRify319+53r+66ggHwxNDMcIO7Xel9zWB/PGd0L/hFCb29RpTOeAo+ml2HG+UPTzKT2jMamHYZLeVy6FSq1DbnktPzHJNQA+ZZYVw2V/qTR6rJ87Ei/d0M3mPjQ17cMDLBo9G4LJhq+Vah0kjGXZCmeYj4vcLStydbGpv9Fbt/TCl/cOdOp+cqkEGq3euGLTuXPUxB7RbpUocue4LpzQupBvWRrGk1iWxVPGbDXAclLQFpWWha+MAcMwfJNqd1Y0q7QsdKwh46Yl4kt16lko1boWMSaSMIIxfJ3WIjvMucew/bPexs+Z3MaxpW98KKb0NByP51gpaeXI/SM7wF8htegpExnk4/L8DjfmbcxMlIHtw3BjH/sZgSmCgNMT4zo1+fGlMFhZYxwTagSZMu5MqCdGGHq8PvtHCmZ9eZjPznh3ywWMXrbboueFN0QHiyeahe/JWrUOV4oMwYv8ChUfkAHEJVePZ3qvVYKtoMyhqyXYejbf4naGAS7kV+LzPVcsfsYF0Uzb1u89KzNWb2jOQRnz4Ja3S7Ax/CJt67dzHhubhOcmd8HA9qYSlsJAjo9MArlUgtdu7IGP7upv8/m48nynsyvqu+uN4qixL+X0fo1bDrIlcvrKgjV/NxLSgpmXL6tV6xBApcssCBvHVxqDMtTo3BJX5xUwTd57Y/Wgj7GO6cP/Ol8nmAvghPo2/wtrT5MyjOgYAdhvoNyaMRD3U2ktpbs43LURC5a/uHRncre5EmbKcAH8lthTyPz6UetgAivt7al4elIXu48pk0ow3Vga58DCCQ73ISxAgeemdIWPTIqLb1+PpydaPr61UhpCwol7X7kURzNKMWLpLr5hdI6N+ujC3zKujT8eGZPkcH+bMuFxiysJ487EyeAOYXjqus789+5OGArvd8+w9k6XG1NIJdDoWKg0ugY/7rgziTJSEGRMvdawkxGZJUrRqvov91116n61Wj18jQtbpHxQxvXn35tlKBXYUjNlJHymjGHC1dvXTqvuGYhfHh5Wr8cQXutUqTzfD+7JCZ0AAO3trP5nGAYX3prKb2vLaMFnaaqxVxfLAv4KGZRqHX/s54IyrtJ7acL3yQmdLRYbcHNTaq0evwr6WjUHvoJzLBeY0Ap6yjhTUtGcn0KKt24xNBA/dLUEt356EL8dy8IuY5ZJbrlzfU3MS4p5UqxZM3AuIAUAPV7fgm/2G3qy/J8gcG5u29kCvLc1rUH2zxGV2vZB/9Efky1uY1lgprFUprnIIB+ce3MKlt3RB/8+Wf+SbFymDF9mthkuqG+qmZWOXspgPznmTegs2k74KeL6+D0wqqPdDOS3jZ/f9OIam9s0JVeKqhEWoGiwsputidNHfL1eT6XLSKthasps+F+p1raI1V6exggnpY2rRwJ86HUyJxVkytQJUlkbG5cp44qKOsP+hvi0zAmE+pBITBPN3EWVPwVvrRL2lKnT6kUXpK0BH+jXm0pUuHPR3VwJ+y/xmTIBLS8wZ94MlF9VbKOxp49ManOS/4v/DcDqOYYm5B/e2Q/n35zq8ntGIZPg/yaaggFc42TzMmvmhPsrbKDM9Yt5fu1pw3ZmE3PNcA7ALsNxy/A3LKlWIzzQ9UlMwPD+f8ZB8K0hyWUSqHWGTJmGLg3mzmGtS3QQUl6fjF7tgrE3rRCL/j4LpVqLsho1ymrUqHDwfnXG5cIqfLr7Ms7kioM+3x3McOr+tVoWvnIuKGO4TedGUOavC4aV4OF+LfMcyJ3rdHq2SVw7TekZg+FJ4fV6DImgBHGZ0r1+HVHB1ifi7hveHpN7xiB10WR0iAiw+xi+ctvnC86dg+Nx4tVJeGRMIh8I7p8Qyk92LvjDcOw2VIBw/ffgrvkae/wSE+KL56Z05SctAVNpoEuFVcgqVeKnh4bi3JtTGnW/3CWRMLjVWPKHGycIe8q4ey6dNTie//pcXiVe+DMVV4wlsrKM5UUd0egbLqMmOkR8Du0TZ8rGFK7/ttbnjrP5TD5W7r7slQXjtjJl7KkU9Kq7Q1BWTiGVwF8hw8xB8W5lpZqTShjodCx/Xmrq2WLWmF9DN4WUgFemdccPDwyxuw13OBS+JcWZMs6dB7nf/51N5/mqCg1BqdbyfRLddS63Eh9sv4ikSPvnLeIcmj0ixArznjK1xmaVREwqAbRacRNcep0sSRiGv6DjavlzqyYak4+NiUF7KlR6+MsYKNy4b0sntRKU9Guhq1/rixGUOlTr9JC7ESBszhg+0M/yQRlFK3oNhAHMMqUaUgnTInsKmZczstdTxpGpvUzlWqQSpl6Tm2femIJqlRYVtRpMWWHZpNac8MLS3oo9rZ7FxtN5mNanLfR6ls8YNJfQBGrZu0MiKLtYUlOHcDf7OXjSLw8PQ2aJa6soFVIJ1Hz5sqaXKQMYSrxN6x2Ld7dcAADIpQy++i+d//lPDw0VZdS46v7vjiG7tBYLpnR16/4qLQs/4zFbxgUe3JgUjA6Qom2gDHHBLe/4B5gWtam0OujZprvy2RVSUXC2zq1a/+1C/XDy1UkI9JWh88ub+du5c4anqgwwDIOwAAVeuqE7AODkq5PQJkCBr/8zZIQlZxr6Zql17h0LvN1EPFTQi666zhD0u2zs19ErNqRZLYyaOz4Jf528Bm7q2RPlxWR2gmWZJTWoVIUiyEdmN7gnDA550mNjkxBptrBh5qB4TOgWjY92XsTMQfGYvvIAAOCmvrHwkUmwNjkHC6Z0xcOjE1Gn1WHhulRsPJ0HgHsPN+7xxVpQRiGTuPW38/RnSCoxzDXw5cua4SoZX7lEVDa2KVRqEpYTFkpdNBm/Hs3GO5vOQ2pljM8K3hLuHGvLlWq3SmU6o8drW9E3LgQb5rmeoaXXsyiqrsMNH/8HALi5H/WT8QSaPSLECuEEGoAW0ayyIQgbndcaU3p96XWyIJUw/MoVrnSAN0oX+bqZKRPsS6cKa4QTzdxkpF8zuiBsTMKJOo1W36qyRABhoB9Qa72z0tSbhOXLquu0CFA4XvHbHJlnyjjTU6YxBPrIEBPia/e888S4JHx17yAAhlV0HEcrOOf+fAIA8Nmey8itsFzdenrRZGydP8ad3fY+xlTKpbi6DhFulPvxtOFJ4bhrSIJL95HLGGh0eqg0OotGup5Wn/d6v/hQ/mthQAYAzudVuv24AKCsM5yjl1spe6NxIuWlVsPC1/jacYdud+ZQy2r16BDacscJ3LmO65/YEq6dhGM9Q8ace8HZNgEKi/O++TnD09oYA8ncxNmEboaqJ2qt3q1jAbe7jdlTRihUkKXEnacyipUID1AgpJn1qRP2GtTpWah1eiQas6XqswjjtRt78F8P6WjocdEtJgivbjiLPou24f1tF+3e39rx8J1be1nZ0jULr+9mMe5jGAaRQT54+5be6BMXCsBwzPhkVn+8N6Mvjr50HZ4YlwSFTIIgXzm6RJn6sNhaBNKQrD2no8DBmC6R/NfC376wqs5y43rgxtn8YqBmuJiSYRjR4t4mEJOxKchXzs8XWjsesoI8H3eOtVypZ0/j3q8pOe6Vin3jn7MYungn//3dQ10bjxLrWs+MACEuEJaaAQyliRq65ENzJCxJVEuZMjZJBU2u+UwZL5cvq9M6N9IprNG12DIb9SW1Ur6M3v82CDJlNLrWF5T5f/bOO7yJK2vj74yae6+AwQbTe2ihQwIhhPSym7ohhU3PZkn5SK+E9M2m101PNsmmhxIIofceOpiOe2+y+nx/jO5oJEuybEuWZ3R+z8ODLcvynXbvuae8hxnuAoSIlC/jZXOgyaqO5s/eaF4p41++rKPxtzHkOQ4Jzl4J8ua7gTpjNh3z3nw3IUqn2OvNcy75jKpGK1Jiwl8p0xZ0Gh5WuwNma+jlyzi0/V7Pz4jz+bP2OoHNHhGUjQ+eLX1d3WjxfHsz5JUy7HFui0O92uRAsop79DHJHNYrQg2JKmICmvh1RYMZaW2UMfRGn8z4lt8UBNLjDRiQnSB9b7E5YGiDDSL1lAnTmiYP8jF5n2qjJajXpKNw+RoEKWHvH9N6Y/28s5DQjsqpGyfkYc+TM7D90en4z+xR2PbINLdePO+sOuK3ssPqpVKmo3pD7Xr8HGyQzc0ZCVFugZxrzuwuVayGymntjdPVRnyx6YRbDxxAtBHY+dL5eCayZdKF8phUW4O7vtBoxD0pu7ahTsAIFUoK5DMbnyWjyAMxcvOgLRXEzy0+gHqTNejVQoUB9pbyxScbTkhfT8hPU2WCXThQ5tNKECFGMpRk0kRKWiQ6Crmjrclqh5bnIsrRGCjyiqJwNvmWL5s15sAyjArrbeiWQPe+NzSy5q9NVvVkhYYCeQDXahciqsk94HJUOgRRcgGIrKCMvFKmyWpXbfDS7qHFLvWU6STa3v426fkZcUhwZiHLs0ENWg2eu3QwpvV37yvZX+bgA4AsHz0TlAwH1xxvttkRFQbZ0WCg1/Cw2kXHX1vn3rnT++ClK4a2+L727M/T4vRumvty/MnyBIKn7ExmgkG6hzf6CCi6/b5NkKqNOY6Dhmt9pYzJ5kCTTUCyiquPmWQOc5jHqsAmYvJlDoeAaqMVye0Mzu58bDp2PDodK++bghvG5wZnkAGg0/JSUojZ1raqOSZfFq41jeM4jO0p9ghiyQM1RguSFFYlA7j3r2X9caJ0GnRJim73Z8cZtEiJ1SPOoEVqnAHzZvbHgksHAxAdyX0eWeyzp4S3Spm2BPPvmdYbmx8+u+U3ykiM1vnt2ZQWZ8A7140AAEx+cSWK2ulgDpRbPtuGh3/Yg5s/3er2erqX6tlvbhnr9r03u+G1q4bjCh9rXVvRcBxs8qCMQvcYcglCoVN0lfGNp1ScPH4iD6a0JrDy+9zJAIA1hysw+ImleMFLdW97OFhSH7TPetf5LBLtR5lPK0GEGGYoSVUgFvU6kdoDz7kWJBOdI59oeFd2mSRfFgbnTlqMBtlx4jUqqm85KOMQBBTX29AlXvmZjqHAXb7MAY4LT7BNCXCAW7VYJAUkALFRMODsKaPwDVNb0PCy698B2frhwjPDtD09ZUKBLyfcb/dMwkXDukhBGaOHRMeVo7vjiQsHur32+AUD3L7PlAVlMjqBzFcw4DnXZtpmF9odGAgXOg0Ps7OnTFuzZ+8+u7fPgImc9gRlOI7zGfhxtCNbtKCs3q2q5Z1rR4DjOCy6ewLG56fivdVHWvwMk82BaJ3r4DQ8YGvlmKpN4nyQHK3M+ygQ2P6pQaqUUf5cz3FiMII1QG9vcDYpRo/kWD1y02I7NMvYoOGlpJC2zgXslg+nJOcLlw8B4OplWtNkVWhQxtW/lh1LqGyjxGgdrhrdHW9efYb02olKIwDgp52FyJ23UErG8NZThu1ZWxNETInVt6n/UkvIfQ2nqzsmKFNn8l6VM7F3Ol6/ajjmTMyT7L/c1Bj8c1ofzBos9gWUX1OWoJWfHhf0Z5+pN1jsDug1vGIrGOTJjZ1ZvgyQSRR7qZKSV8q0pqg2N9W9B+OXm062aWy+2FvkkoL1rPxqCZssYNslMQqxKuwNGi7UaxUSRDvgvFTKqKEEP9hoPOTLqJ+Md3iOk7LLzNbwyZdpeQ6vnZsGg4bDqdqWF+JaswNWh9iYlmiOhnNlDRotNkTr1NknIxjwssaNonxZZJ0nt54yrFKmDT2elIpn/yW1BmUC7SkTroo6X4HAvlnx4Nzky5qvD5kJUZjY29VovXuK+8aRHeOK+6Zg6T8V2kPGA05m49jsDug6ScVTa9FpxJ4yVrsQ8oB4e+TL/PHYT3ul+3LGv1bjqvc2+n3/a8sPI3feQgBizwlGZoIB5w7KEsfKcbhiRA72FNbhrZUFUhDVG/JKGQDQyiStAqW6yRmUUbF8GbOBXD1llL93EiWIZVnRSp0HtJzkOBabpLd9LtCFMdGASeSxubnaaEVStPKkJV39a10BpqgQJ3ZlJbqCJDNeXY07vtiOb7aeAgCU15vxxM97MenFFc1+j90rrVk/ugah4scbcvvp0w3HQ/I3PPFcGm4Yn4ul/5yEZy8ZjAuGdsHDs1xJKqlxBvxjWm+8cPkQDO6aiGvP7CH9jF3zUGwVtbxLvkyp0mUAYJDtD0Lccqvd+KscbGuljGfyj5bnsHRvCU5XG72+/3/bTqPeR9DQE5vdgU83HEe/LFE288aPt7TqGTpS3ih9PcNpRxHBQblPLEGEGJ5zLQZGC8mXeYPj3OXLqFLGO/LeI+YwypcBonO4W4IGJ+taDspUGsWxUk8Z72h4TlYBpd7s/2Agd25a7Q7owxCUDCeu6ktBpj8dOSaYXL7MpGAZqJbITBArRNjxfbbxhNv3ALDq/ilY/cDUjh8cvAdl7junj/Q1041v9NLMVqfh8dlNYyQ5Is9qGJvDgZyUaOSlxSJJob1XPOE4l3yG1aHcShm9U7bIIQht0jbvaK4Z0x23T+mFFfdNkfoHAMCAx37D7V9sw8HSemw4WonSOpPPz3hlmdjM+kh5g5vkjGevBtbT44UlB7F0XznWFtpgcwi4d2kF/r2pRnqfvKcMIFbKtLanTGWT+FypuVKGBSxYpYwa9k48J9p6Uo+wTlL52Fp0Gh4WZ7V+ex23fBgDU+wvs/1nrULly+QJoHL5slAyokcyvrttrBQwWbi7WAqgVjSa8fH6415/j+1ZvVXReNIrPRYjeiTj7P6ZwRm0B/Ls/F//LEZ5vTkkf0eOfK7/9a4JePyCgeiTGe/1GWJzYKxBi1/umoAcWQJLKJdf5mtoT0VsZ0Ae4Ah2P5VgwySLpZ4y8kAMXLK+Y5ySi22hstGCv3+2DTd/4i6dt7eoFot3F+O+b3fh5aWHAvqsXadrUNFgwfxLBiMzwYBNx6rw2E97fVaCefLe6qNIjNbhs5tG4+Hz+rf6WAjfKPeJJYgQw8sCDmZr23W41QwvqxQgiTffaGS9d5h8WTili3IStAFVyjAHQmoMXVdv8LyrAspic0SUHFVrcXNuRmClDGQ9ZayR2FOGl/VfUvFaccWIHOSmxmBgl0QA4rU2aHnkpcVK7+mRGhu2psSejrRuydG486zezX7uKZ8gZ/28s/H97eOg1fC4fmwPqS+H1S6ENXs6FIiyi+LXNrsDWoXOWzqNGJSxOwS0d9pZed8UbJQ1YvYkGLfA/EsG44Fz+yEvLRa/eVRdLdpdIn199fsb0e/RxXh7pW/5sS82ukt/JHj0K5A/m4/+cgAf7bNh1UkzjtfasPqkK+hjsgqIlu0DNDwHWyv9RatONCEzVoMYFVdJqlG+jPXPtPuofFQKOmdvKYDZrMq8NlLlsfP7BrMNcQqU0XH1lBGknlcdkdw1okcKrhjpkqLcdboWAHCysnkmPhsjs1c9++Z5wyGIwZ9Q4Tmn/LSzEL/vK0VtU3PHcmWDGbnzFmLr8Zb7hvlib1EtSpwJAH0z4zGoa6LX9z154UBMH+A9EHXNmO6YMzFP+j4UsQYNz8MuCIrfj8rn184dkoEUqNd4ibY5BAGZiVH468gcpMS2LlGJJXjJ9wqePaBmvbYWt32x3evP5MifjbdWHEHXpGgM7ZaIX++aiP87tx8AYMWBshbHdLS8Ab/sKsLtU3phYu90xSYpdVbobBKED3hnY0cAHSL5oETkjjaTVb3Zz+2F59wrZfQaPqxZZt0TdThdZ2tRo72w3oYoLYcEvTI3oKGGyfeJ1Q+OiJKjai3yhtlK3zC0BfnmmwVlIinQz7tVyqi3qoznOYztlSpt1Gx2AaPzUjqVrOF3t42TvvY2rJ/vHI/3/zbS5+8nxuhwRvdk5++7qgUtKuwVxcsSKpQcdNJreFhsYqVMex3KuWmxbhI4ngRbvsxfAPNUdRNMVgf+vdw9S9Qhy2r+z7pjbp/1z2l93N4rd/A1ObPVP9/jck7OX1Mt9nxoJl/W+kqZ4gY7xnQ1dKr5INhI8mWsUkYFcz3rn+mqlFHm9WMVc4AoX6bUbHp55TGg3D518uCSWQrKdMw1ueus3hiak+T22keyuZLBnme2btgDiCZ4VmQG296P1WuRFudycn++8QRu/nQrHv5hd7P3Hq0Q5ZYCrSTwxGS1Y9Zra6Xv/e3zrh+X69N2mn/JYDw8awCuHNUdeg2P7n4SX9qKhheDPWqqlOnsURlma3hL2BEE8edt8ff8etdE/HrXBGx9ZBpG56YAAI5XGjF6/u8orm3C4t3Fbu/3lAndcbIap6uNsNgcuPnTrXjo+91wOARsOlaFa87sDq2GR3q8AaPzRFv+H//difu/3QUA+HrLSQx8bAkOltS7feYbfxQgPd6Aa2RyfETwUO4TSxAhhpPJl4kOV3pcPJE7ZExWe1j6pCgBFrwSBAFma/t0nINBToIWJruACqO4CXh2bTV+PtjY7H0FVVb0Stap2oHQHpihxTR81eaQDCbyhtmWCAxyu/WUsUVmpQzbzJtUXCkDMAkJ8Rpb7Y5O58Ab0SNZ2uR5Y0i3pIDlx+QVxTaH+gLTvIfsYnsr/HJSQqOx3xK8rCdGqOXLQvHxMwZ6zz5mc6lnIKjMh5zN1kemYYKsLxJjjYecoEmWdLq9xIxbFpbDASBaJ5cv42BrZU8Zo1VArF7d8z5z3jaabdBreVVk02o4j54yCq2YY8FZoP3yZWGFJbk4nz+zQgNMnCy4ZLJ1XKUMID6nX80Zg2n9M6TXWMWMN5hkn79ANLPxxXXG9fqqB6bg17smtHPELjQ8h62PTMe4XqmIN2hx3FnhU9HQfN6vbrQAEIOQZpsdqw+Vt+pvbT1e7fZ9e+32oTlJODR/ZkgquzTOa9RksSlajUC+ZrSUPBpumK3MJPXkw3UIQpurk9PjDVJF1kc3jJJeL6s3Y+yCP6QKGcZ/1h1DYU2T9P0lb63HhW+sQ02TeP+vPFiGVYfL0WC2YVAXV6WXXArw222nAQBrCyrRaLHjQEmd9LNaoxULdxfjmjO7K7IqUQkobwUjiA6CORsEQcyOUmqD11Ci4V0LpsXugIEqZbzCNqkOoXOcp5xEcUE9UWuD1SFgW7EZn/xZ3+x9BVVW9E5Rnk5zR8FzrutqtUde9Udr8AxyK3ED3R5cQRmxpwzPKVcCpS3wsv5LJpsdUSqQtPGFlucl3XVbJ+1D8sWcMUH5HLkNYLUJiu214AsOLkdTMK7ld7eNwze3jA3CyFqH2COROQiUN++8e91Ivz0jPA/plI+GuL6Qa/4bNMCkHPegZGWTs9+DZ0+ZVjiMBEGA0eJArE555781uOTL1NOLk1XM2Vj/AIUmKuk0HCzOShklZ9O7bG9xj26xhT/ZrS1Ix+FAh/WUkROj1+LpiwdBw3M4u19Gs5+vvn8qHpjRF8kxOmndsNkFXHZGN4zPb94jg9n4guBu32YnRvuU/GoPX845E/++apj0PUsMLSirR3Gt6KCudAZlNDyH5xcfxN/+sxlVztcC4c0VBQAgJRJ15mQqlgBktNgV3bfTradMGMcRCH+f1BPvXjcC/bJEGV/5eAVBnKPau17EGrSSnJk//vnfnZj57zX4YM1RAEBVowWj5y8HIPaJvOGjLdBpOIzOcyVleQZY3l99FH+ergEAVDS4npPtJ6thtjlw/uAu7ToWwjcU6iIIH/Acc7ZGXlPmQOG5yJYkChS2INsdgrM/UXiNpbRoHslRPPZXWJEm6xezp8yMQRniwl/dZEdlkwP5FJTxCbvdHYIAi11Q7Aa3I+A5TjJWxYzzyDpXzCZnAbxIO34Nx7n1H4tS8IaxJcQMelf/pChd5zO1g1W9I7cBrA712QCcTKLS7hDanX2aER+FjHjf0l+hgl2nYDgIWv5bofncO6bkY/6i/V5/5lnNW1bnypieOSgLPMehtM7k+WtuDM1JQn5aNM5Lq0ZMTAwcMGLtKfffiZUl1Gg5DvZWVMpYHIBNAGJUnrzEHM0NZqsqpMsA8Z62OucAQPnyZXaHeCxKDGQA7rJfLMikRPtbHlwydbB8GSM7MRpHnj0P32w9heUHypAWp5ecsVoNh1sm98Itk3tJcoQXDO2CSX3SAQC58xa6fZaYwCAGMDtKYSE31dUTzGyz46r3NmLD0UoAwPHnZqHCWTXZZLHjUKmYfLjhSKW4Ljif4wWL9sNqF/DYBQPcPvurzSex4Wgl3rrmDJwzIBP5Dy/G9WNzO+Co2gY7HqPVrsjngeHWU6aTR2V0Gh4zBmZJ38vHK7Dq5CCsF6wnzOr7p2JPUS1u96iUAYDNzr5Jzyysa/YzxuMXDHQL/HoGZeQ2VqWs8qzOJP799Pjw9MOMBDrfTpEgOgmspwzLjFJqg9dQwsvky8w2B5U0+sBVKSPA3AkyujiOw4B0PQ5VWqRKmJQoHk+trsa756cjOUqDgmpxAaagjG94WbAtEh3trYGTy5fZHNBH2HwqyVRAiMiqKqZ1HQn9l7S8q39OZ50XguUw4Tj3nitqs5M4j+QcpVYCMXs2WA4C/4Tm8+dM6onReSm46M11zf+ix5+saDBDr+Fx8JlzA77Xf7pjPIxGIzZs2ADAexVMRqzLmaHhXU1+A8HozIRXf6WMMyhjsrW6uXFnReOc06WmzgoNyug0PKw2QZIwC/depK3Ie8qYbUoOyoj/OwQxk13Lc2GzDbOdfcISonVSUEYuVRZn0OL4c7PcfmfJPRNxsKQe//jvTgCuKgFP+bJQ0i3ZVeW48WhVs58v2lMCANhd6JJmu+PL7Xj6ooG4zhlgeXe1WFkgD8rUm6x48HuxR81Z/TKg1fDNjr+zwfZVTRY7DJ3Q7gwU90qZTh6V8YNDEGAXhKAE8W+bnI83VhxG99QYn/2I9j45A++vOYpXfz/s8+exHn46z+/lVMoqZeqarNDyHPWODiF0ZgnCB5xT7sFqExeESHOiBYJcT17R+sQhhjlBbA6h00gGZMdpUNpoR2WTHXoe+MeYRNgFYMUxseT7cJUVSQYeadHhH2tnRd74Uuwpo8yNekfAMs6BzuuoDiVyqTtLBPYokwcwbY7gbFI6K1oNJyVz2OydW9IrMbp9QXe5fJlNhc81z4lOAcUn5zD5MiH00kuhzKT09dmeR1TZYEZqnL5dwccoL3N0sswe0vIc7K3wFzVaxDerv1JG/L/RYldk83VvMPtFqpRR6Dyg1/Cw2B1SdYlS52vWQ8oh69EXbgWCtsDmJ0EQYDTbEKPXhK2HZ++MeADAhUNFeaJoncZN1tEb/bISMErWn47ZAo4OWGcY/vbTNrsD+4vrkOxF+rKwxn/l5J+y/jpKmcfY89zg7OelVJRUKeOJPIgkIHiVMv+Y1huH558nff/+30Zi5X1TcORZ12uxBi3umdYHP985XpLbk59LbwEYb2vApofOxrT+mSitdz0jdSYbEqKpx3AoUe4TSxAhhjVGtUqbcXpcPOE5VzahxR7+CpDOipt8mc3eKc5TZqwGVU0OfLSzHikxGgzKMGBKjygsPWqE2SagoMqK/BRagP3BrqvDWSmjZA3fUMMBbgHcSAtKuOTLBGfvjch6ruQBTLujcwcq2ouG52F3emutQZC8ChWv/nUYPvjbqJbf6AexWlb8Wgy2ds5jbSscOFXI2PJOp7IjxJUyx5+b1e5Anz9S47xXXtSZbFIlJgBUNFp8vjdQZg+Nxy1nJOCGYfEYkqFH9wStm6NRy/tveu1JZZMoT5QYpcx7KFBcvSccqlnnNJyzUsbOKmWUeQ11Gh4WmwNWpQdlnMMWBCi6UkYua9tosfvNWg81WYlROP7cLEzsLUqT/XVUTkC/p/XiQHcIHVGR6eLD60diePekZq/f+vk2AN6f15Zu/Ws+2AQA+OXOCe0eX0fBnudGhQdlBB9fKw2pj18I/CjTB2QiNy0WGp7DD7ePw5eyPpFDuiXhoVn9AQBrHpgKAIj109/t/hl93b5PjdWjW3I0TlW5evPVmayIjyI1nFBCZ5cgfMCqQFzGqzo2F8FEw7uy383WzlEB0hmReo84BJitjk6R0dUjyeU4SXE6CS7uF4fVJyvw+pZa7Cq14MqBceEaniJgmw4mXxZpklytgZdVylgiUL6Ll2VEigG8yDp+ScLRAfVXysh6ytjsjk6bVX3x8K7t/gy5fJnFLvjd+CkRngMgswOVet/yzkoZpT97/mynr7ecwpWjuwMQe8qkx7WvYidOz+OcXmKm+Kz8GHjGXzQcB1sresrsKbMg0cCjS5y6nhFPOFlVaEc6ZkMJS0BTQ08Zi90hBZc669rUEvJeLEqWYpMfR5NFrJTpLATqR+Z9BWU6MKHv7P6ZOFBSjx0na5ASq0dVoyi79Pv+MgBAfJQWFQ1mJMXoUGMUpblZtRXr5QN4T1oIZZJBsHELyih4jyVPsFBaqYzn0B0OIeRyl8O7Jzd77boze+Ca0d3B8xyOPzfL/Zx6cMfUfNwxNR+9H17klCHm0T0lBqerm6Rnot5ko6BMiFHuE0sQIYbnxAnVpvAMyVDi7pBxQK/pPAZlZ0JueJttDhg6gXxFr2Qd7h6dCMAVcMxJ0KJvqg4bTpuQk6DFpB4d35BYSUgVUM7rSnOEb5gcJCBmnUdaUELqKSMgInvK8LJnxe4QoFGoMygQWP8BoPPLl7UXlkEOqFO+TLRxZHagQuct3nkcHeEgCDWHnpkpfd0zzdXkuahWlNow2+zYfrLarddAe+E4rtl50/De+8744kStDb2SI6P6mJ2rjpIwCjU87+zJJCi7p4yG56TKbgDQtWFtmto3PdjDajXs7It7KtGprkSbUuqNA7FSJkbfGZye4j3OBdgbTB58YdJNHdlThsEcxpkJzfetz1w8CA/O7Idf73JVvbDx/eO/O6TXWDNzOUoKyuidvRprmqyIMSjXH+OQJTsM7JoYvoG0AbcqH+ea0ZEBSjnyAGMgdsdPd0zAv/46FADQIzUGZpsDxXWiXVVvsiHeoJxnQYl0htmfIDolnLOJvdK1d0MJz7nkG6injG/k/SQ6i3wZIAZhALgZz5f3j8OWIjOuHBSHeH3nGGdnRZ79H4l9UlqDvKeI3SFEbFBC6ikTYcevkVWVqUnWxhtanpOcXlaH+iS95IgVGOLX1k5cFdRWpN6C7XBidgY4LvwOgmCh1/K4ZHhX/LCjEAaZ1n+S03m2YNEBVDVakNbOSpmWECviAn9/cYMNw7NCO6bOAs8BdqinUoYFn+0OpVfMcVLFHNC2SpkPrh8lJdiEC/kcpoZKGXlPmXCTlRgNABid1zz73hvyR4HZAoKADl9nopxVlN4UC3qlx2F8fhoqGszSa3ZBQHm9Gb/tLZVeq2q0ICnGXfZSSdUBbF9RY7QiIUq5DnQ2v7x9zRk4w0sViFJwCIDdoZwg/oAuCRjQJUH6GgD2Ftaia1I0Gs02xCnoWVAidHYJwgfM2aD0Mu9QIpcvs9iop4wvmB9HcFZUdBZjiWmby43YYVkGDIsQx0F7YQ4H0WkXedUfrUXu3Iy0cyXP7LTaHdBpI2s9kYJSDtEhpFRN/kDQOPvRAc5KGRUH4FgGOeCsgFPZsfIcBwFolxOzM+BeKRPu0QSPSX3SsL+4DgCQ5GzmfKi0HgDQKyPW5+8Fgzg9h5IGe8tvhOgALGuwI0vl0mUMMSs3NFr64YD3qJhTipPNE5ZIZ2uHLLeG56AJsIoiVMh79JkVHJSRH0e4e8owuiZFY8+TMxAX4FjkGfjMFujonjIAcMHQLjhcVo+uSdHYdboWT180EJWNFrz6+2FpbYiSBfHfXHEEb6444vYZ1UZLs89VUmBZnuylpGCSJyzkq8gggCxgLUAM5CtxvchKiEJitA6HyxpwzkBREi8rkdRTQonyVjCC6CA8e8qozdkQDDiZdIklAvskBArnVinTeYJXyVE8LuobixuHJYR7KIqEl22oqFLGP6ynDNtAR9q5cmVEAlabEIHHL/5vV0Ffi5bgOFegwmZ3QKfiY+U5TpL0UXOlTHucmJ0B1lPGHgZnWShgz9fVzh4ygMvhptfyGNEjGbMGZ4d0DBmxGpQ1BhaUqTDaYROA7DgFOpnaAAvGqCX2zvOc1LQZgGIlKZkdZrUr+zikYIbDVSmjRPlsV7IKYOxEPWUCDcgAQEKUVpKRFADsK6qD0WLvcPmyaL0GD88agDiW9Mhx+MfZvbHj0enS2tDS3vt0dRMASOv9I85m6UpBvq/oLMmfbYGt70rcJ8lrCB0OMQiuxKAMx3GI1mmk+bXJau8085NaUd7dThAdBO90rEgNXhW6GQ8lbKMPUKWMP9z1jztHTxlAvMf/NiQeaTG00LYFuaPdYnN4LZsnRDxlgCItgCuXqYjEAJ5GVlVmdwiqXk/dJL0cKq+U4cTqC4DNgepaS3iOA1TgxGSZ/naHOqoXmOODA4dxvVIBuGzR4hoTBnZJCHnvlsxYLapNDphtLUs5sYqa7AiplGE+KKVL5THYXodVzCm1JxoLLtkcyt7XuvfpFJ+tzrKvag3y4zBZHTBolTc/cByH+2f0BQAIDuC819YAcCVgdTSzBmfj6jHdccnwruA4DsmxLjmyluzuf/x3JwBIsvXp8cpSjdCrpFKG2c9K3ycJEOAQlNtbTcO7+kYbLXZE65R7TykBZd/tBBFCOKdjhW3Glb44hAIN55JpMdvsEedoDRS3DYTVrkjDm2iOXHogEvuEtAZe9G1KWTdKzThvM9K94qwqjLB7RZL6c2aOqblShlXZAmLGpVIdX4EglzBtstoRrbI+ZBygCicmq95yKDRr05NBXcTmv7EGDd665gwA4rzicAg4WWVEt+TokI8hP0XMRN5eYm7hncC2YjP0PJAeIQkwbL5Xw70GiMdhd0BWKaPM4+JVsq+VklwAmKzKlS9jt5FYvaRctQm2FxJkdQKlzgbhHU20XoNnLxncqmqfeNl7a41WmKV7SlnztVwWOV7BlTLMflbiPun6cbnokRoDQHyu7Q7lVifzvGvNa7JQpUyoUd7dThAdhNQQUeENXkMJy7pyOMSeGko0ijuCZhUVdJ5Ugbx5u9gnhK6rLzhJNiNSK2XE/11Sd8o00tsKyxRjQTk195ThOZestM0uqNp24GTyZSarQ2q2qxY4Dm7zllKdmOw47IKgiuqFmybkYdX9U5AaZ5CkaQQBKKkzoclqR35GXMjHkJOgRU6CFn+WthyU2XDKhGk9Y1QTpGgJdo8pNUPYE6acIFXKKPQ6MrlJtq9VcnAJECuPmyxipUy0Ah2GnCxhT9lqE669ELunwhWUaYk5E/Mwa0g2Hj6vP+ZfMggAYLY7MLVvOgCgoLxBqpRR2vVwky+LVm5VA7Ofldh7My3OgDevFhNFmGSsUrd7Gpl932ixIcagvDlWSSj3iSWIEMMyitjirMTFIdRIfXdYFqmKnU/tQZ4N1Zl6yhDtQ14BJTpfaY7whegUFGT635H1DMgzO632yOspw5xYFrvoQFGqMyggZJUyVoe6K2XkEqZmq92tka4a4JzVwEpuJg3Ieso4lOtQlsPzHHqkin0M2Nxqdwg4XtEIAMhLC31QBgB6JWux9GgTRneNwvAs71I3RqsDVSYHeqcoN3O5tUjyZSq41wBnMMMhNm0GlLt+8U47jAWXlGqHyPt0Gq12aHhOsTYlJ/M1KDVZRx4kS4szoKTOhOzE0FcrtoWHZw1w+35PYS1mDMzC4K6JGPHM7yivNyM9TpzLlbbey59npUmvyWE2pVLnJ2aTFNWYYLE5oFHqcfCcJE9stNgRozL7vrNBQRmC8IGUGaVwLfFQwvTkpZJ+hRqUocYtG4pkrlSDfCNiU3nviPbCgXMLckdepYx7T5lofeQ46ADX8TOpETU4hn0hD1RY7eqeFzQ8B6efEk1WO6IUmK3sD1F20RVMVpqcCYP1lHEIoZEv+/eVw/D7/rKgf24gyPtVNVnFoG9sB92H43Kisb3YjGfWVAMA5gxPwM5SMyqMdrw0PQ2VTXbcuagcANAtIXK23OyaqKVSRsN79JRR6PolqhtAFb1SWfWfyWJHtE4T8h5SoYLnOAhQdq9BeZCM54CZg7LwwLl9wzyqwFhw6RAAQI3R4nxFuX2K5IHJjPioMI6kfShZvgxwyfnd8/WO8A6knWg4l2ynxeZAjD5ybJhwQGeXIHzAceJEJMntKHRxCCVso690feJQI5cuUnuPgUhCvhGxq0SrP1R4Ojcjba5w6z9ki7yeMq5KGfX3FBKdLGIAzu4QoFfxsXIymVebQ0CUyoKtHDipwhVQbjCZJRnZHaGRL7toWFdcNKxr0D83EOT2lb2DneYjsg14bloqbl9UAQB4f0ed9LPLvi2Rvk6L5pGXFDlbbmYbqSWXje11XD1llHlgLlluZR8H4DoWo8WuSOkyhtTnxyYoeH0R/xcgwOoQ0D87QXEJDPL9nFmhSRjy+yc5RrmJXyzRR6n7RLm0OQBUNVj8vLvzouHZHGsDoEyJSCWhzLudIDoAKeBAVSA+YT1llN78MtRITa4FiBUVdJ5UgWefELquvuE40dBmAVylbj7bitQIlfUfirD1hO2tIqmnjFUFjq+WYFVBJud1VZ98mSuQCihPzoTBjsOhQvuD4zhJAqijgzIAkBHT8j1/ZrcoxWbytwVJvkwlx8zzonwZC2YodUp3rU3KT47gICY+GK02RCt43eGcAXMlqyjI7VulJh7K93NKlSuVr3tKXm9c8mXKPAZ2GVhgrLS+c/ZXagnOKdvJKpCVPM8qAWXNNgTRgUj9UiI0szsQeGc1kU0FpfChRC5zZXcIqnbSRRJSNoyzvFfNMkXthZ2rSO8pwyoLI2098bz+anMMy2GbYUsErIsaZ/KK1GxZZZs2scJEHZUyLClELX0+5Eg9P4SOD8pwHIdnpqYgNZrH1YPiYNBwGNtN1PPvk6LDvWcm4erB8R02ns4Aky1TS/WwqyeTsgPtzdcmZR4H4KpINVnsiFFwBjeTAbcquIKa3VdiUEaAToHPB+9WKSPaM0pd75WOs8AEOoWefxYPS3P2JlJqLxYND9jlvWAVej2UQuTUUhNEK2GNqdWQURQqNLzosLApfKMSauRl0WLvEbqX1IDLiBczKNXsaG4vHFwVRUDkGXfszmDnINKCMpJ8mS0Sesq4H6uarzU7VhaUUWuljNlmB88pN5jIc0BlgxlNVjvUaH5oZPJsQMfPL/3T9Hjv/AwAwGX94wAAO0rMGJCmh0GrwhPeAszmVU1PGU5seMz2OgqdBqTrYVZBcgTnDGYoX77M1W9RqX4GNmpRvkyplTKuvo9Gs2jPKLWHRs/02HAPoV0Iiu8pI95LCVFipcy95yijv5InbN2jFgUdgzJnG4LoAOTyZVqeU3QpaKhw6cmTfJk/3J33DlU7JCMJt5J9hW5EOgrOI+M80ow7+YbPYndEXFCK98zQVfEcyI7MGgnH6jy0RqfmdJTCGuO2BMvGttjEZ1apdiDPcag2WgGoMyDKekCGKyjjjeFZhnAPIWyw86+WqixOqjRzKHo/yHvIiCrZDmOShU1Wu6IrNJkqh2gXKvM43BIP7cpUDZD3fWT2TKxBedfji5vHoH92QriH0S7S48W1U6nzk3wPkJMSrdigMWtRQJUyHQMFZQjCBzwPSb6MnK3e4TmxtNHqUH4pfChh+1K7Q4BDULeTLpJgjmabw0HXtQVYxnnEVspEfE8ZlqFrd/tejajJ8dUS7DoapaCMMjefvmAV02abQ3FNf+XInchqcZTLERvSuqq21VKhoVRcPWXCO45goeE52AUBhdVNyEqMCvdw2gwvq5ThOGWvwyyY0WRRdlCGgyhpKwjKVeRgt1FpnQk2hwCdAu8ruRx1k80OjlOmHOv4/LRwD6HdPHfZEFw6vJti5yd2L4m9ZpVr/2s4DnYHFN9TUSnQ2SUIH2hkmVFqdqq0B40z+51Vyih1AQ018gUaIJk3tcAuo1W6/+m6+kKecQ4od/PZVuTNqK22yOsp4ylfpuYAvtzxBai7pww7VqNq5ctEG8dicyh6Q6p204w5aB2dqFImkmHzglquA+8Mzh4pb0Cv9LhwD6fNSD1lbA5F9v2QI6++NSi4QpPjlN/DhHPWBlz61noAyrTv2FTlEAQYLTbE6rWKrYhTOglROkwbkBnuYbQZdttYFC5rLlXK2MX5KdL2rR0NnV2C8AHn1KiOxKbMgeIZbIg0R2ugsAWaOe/V7KSLJOj+DxwO7j26lKoV3B7kfXUibU3x7LOi5I1KS3DNjlW915pVXTSaWVBGXcfKnlmzza5YhxngskEAwGx1hG8gIYI1Yrc5BPAcyJkWZti8wKvkOvA8B7tDwKmqJvRIjQn3cNqMRrY2KX0fIq++VvIay/Oc4mV9Pc05Jdp3LolhoMFsU6R0GdE5kPsGlJyYIFbKCLDYnD1+FGwDKwE6uwThA56TO9CUO6mGEl6SpFF/8+b24OmQpPOkDthlZH0y6Lr6hnfKy7D5NBKdZlK1kN0RcUEpTQStFZ7zgprtB3asTL5MiXIf/hAz5NVQKeO6B03OrGw1ITrNRYlYJTto1QKbF9QyzzPlhAazTWrerETY5TDb7Ip0nMsRA+ash4lyj4XnOClQrli70DMoo8DrIe8pY7TYEaunDg9E22D3ks2u7OA3k+20RKjseEdDZ5cgfMBzLicibfK8IzmfFJ7lE2pIvkydRFJGfDBgvRkUu/FsJ7xUfRl5gX6NTGoEUOamPVCaVQWp+H6PBPkyhyAGE5XahBlwrxxRY6WMxilfZncIoGU4/LB5QTWVMhwHh0NsAB6j4Ax6Ng8U1TRJzbSVCs+L0pJWh6BoKTaeA37bWwIA0CnU6cl5RGWUuBeSSwyLlTIUlCHaBif5fARFy5rzvLjusb1MpO7dOwqacQjCB0yj2mYXKDrsA97T0abwzKtQ4Zk5TedJHTQPttF19YUryC0oduPZbjjA4RAi8hywfQlzCKv5WWFHFglSba6gjFgpo7agDOslYbYqvVLG9bUaK2U4p9OcKmU6B6rrKePU1jeZ7YhTsLOWXY7DZQ3Iz1BubxxAvkdXdjY6x3EorGkCIFZpKBHPx1ypSUfsnjKabYjRq8uWIToO9jyISd3KfBYAQMOJ1ceRLDvekSji7B4/fhw33XQT8vLyEB0djV69euHxxx+HxWJxe9/JkydxwQUXIDY2Fmlpabj77rubvWf37t2YPHkyoqOj0bVrVzz11FMQFLoIEqGFczrQLAqfVEMJky+jSgH/eFZUaBRqsBLuyA0vgK6rPzinc9MS0ZUygM3pOIy0qkLmnGuyOhvaatS74ZXm+whojsnmwEazHXoNrxonLIOTSw4qOiij7koZ3pnhbBeEZg5CouNhTnK1XAsNJ65dVrugaFkjNj8fr2hEj9TYMI+mfbA+hTaF932VPyPJMfrwDaQdeMoRK7U6mCVhNFntFJQh2gyrHFN8TxlnMoJUKaNgG1gJKMKyOHDgABwOB959913k5+djz549mDNnDhobG/HSSy8BAOx2O2bNmoX09HSsXbsWlZWVuP766yEIAl5//XUAQF1dHaZPn46pU6diy5YtOHToEGbPno3Y2Fjce++94TxEohPCMruVbvCFEk+ntJKzlUJJs/Ok4EWacOEpU6RkCYVQw3ozRGKTewbPcS5t3gg7BxqZbAoAZCQoWzrFH56ynmpeF9kc2GS1w6BT3z0t9i0QMwXVUinD+jqpCeY8sDsExToE1QSrJuFVYusadBo4nPmbSm4AzubrRotd8f2/OI7JlylbDpZdk55psRiWkxTewbQRlTzmbnKlUQqWKyXCC3sebHZB0f4enuNgtTsoKNNBKCIoc+655+Lcc8+Vvu/ZsycOHjyIt99+WwrKLF26FPv27cOpU6fQpUsXAMDLL7+M2bNnY/78+UhISMAXX3wBk8mEjz/+GAaDAYMGDcKhQ4fwyiuvYO7cuRHZeJjwDWtwFYn6/4HSTDtfwYtPKKGeMuqELRkWu7hbV3JGTKiRN7lXsnOzPcgbukZaYIo5505XNyElVq86mSs5bL43R4AOM5vzGs02VV5T3un4s9gcMCjYSSPf38yd3ieMIwkNTHbG7hBU08dEycRHie4FjUquRZQs4KzkXhPyy6F0BxurjrPaHYoOxLJLkhCtC+s42oPnY26zKzPwL95TolxpooKvBxFeXNXyyq+UMdnE4+A58nGEGsWuYrW1tUhJSZG+37BhAwYNGiQFZABgxowZMJvN2LZtm/SeyZMnw2AwuL2nqKgIx48f9/m3zGYz6urq3P4R6oc1uLJSpYxPXM4nUaZFyYZxKHH13hGd92rOnI4kmlXK0HX1CyuDjtT5lIPLUR9p9wpzzp2ubkJWQlSYRxNaWMw9EiplmDPGqILMa29wzEljU3Ywma1Vj8zqr/gG397gefE62RzKzkxVCwlRokNTLU4cedZ8jILly+QBS6UnC7C52WYXoFPwfcYcuEp+VjwD4Va7MtsC8FKljF3R6z0RXtjjYLYpu/0B84NabMqW71UKijzDR44cweuvv45bb71Veq2kpASZmZlu70tOToZer0dJSYnP97Dv2Xu8sWDBAiQmJkr/cnJygnUoRCdG3uBKzU6V9uAp06JkozKUcHSeVIlnBRRdV99IGecK783QHjhOFsCLsHPAKmUqGsxIjVOmbnqgMD1pSwRURrI5sLbJ6pZNrhZYhZ/ygzLi/2pdo3iOg90h9oFU6zEqiXhnUEYtVUsGt0oZ5Qaf5c+G0hNDRJtSTJxUckIgMw+UXFXmOefaHEqtlBHvKbPCK2OJ8CJf9zQKtv81HAe7s7e20oP4SiCsZ/iJJ54Ax3F+/23dutXtd4qKinDuuefiiiuuwM033+z2M2/yY4IguL3u+R5BEHz+LuPBBx9EbW2t9O/UqVOtPlZCeTCNapsjcjO7W4IZYpGa/R0ozCFJPWXUhdQryKZ+52t7YVmNVlvkykHyPCdVFUaagSvftKu9gSrnMS+o+X5n1/WPA2U4VNoQ5tEEH87Z+Nes8ExBTuVBGY3TmWajoEynICHaKV+mkmshr5RRsp3nLl+m7HWYBcyVvkdnDlwF31bNgq+ZCq2GVktlLBFe5E+Dkv09rI0DVcp0DGGtwb3zzjtx5ZVX+n1Pbm6u9HVRURGmTp2KsWPH4r333nN7X1ZWFjZt2uT2WnV1NaxWq1QNk5WV1awipqysDACaVdDIMRgMbpJnRGTganBF8mW+cFUKOGW5lGxVhhBy3qsTuW4soG6ZovYi7ykTqcadu3xZZJ0DeRZorILlXwKBbzYvqPday30xfTLjwjeQEMGaSZutypYzYfekWpzknnDOynaeV7YTRC24KmXCPJAgYdDJgzLKPSi581zpyQJu8mUKPhZ2TZS8L5SvK2PyUjAqN8XPuzsvbvJlKqz8JToG+TyrZL8Az4nyZQ1mm7SmE6EjrDvjtLQ0pKWlBfTewsJCTJ06FSNGjMBHH30E3mPxGjt2LObPn4/i4mJkZ2cDAJYuXQqDwYARI0ZI73nooYdgsVig1+ul93Tp0sUt+EMQgKvBleCgjAlfeMpyKXmzEko8Za6UvEgTLiT5PqqAahGWcW61KzursT3wHBexVYVyky1a5ZUynr2m1DwvyINtd5/dO4wjCQ0cnL2wVBJMVuu9KFa2Aw67IFUmE+EjIUp0LziU2VqiGfI9oJIDm/KxK30+E4My4r5KyfMaW0KVPG/J76t+WfFhHEn74FmljJXky4i2w8mmVmWvF4BdEFDXZEV8lLqT6ToDiliRi4qKMGXKFOTk5OCll15CeXk5SkpK3KpezjnnHAwYMADXXXcdduzYgeXLl+O+++7DnDlzkJCQAAC4+uqrYTAYMHv2bOzZswc//PADnn32WcydO9evfBkRmbAGV2JPGUU8Kh0OW2wsdjt4TtlGZSiRmr5R7xFVIQXbbM5KMZonfMIyzi0RLAvA8xxMVlG+LNICU3Lnvdrlyzx7ran5WsvXfCU7xnzBOx1/anHSqKXHhydihrMAhyCo8j5UGiyrttFiC/NIgkOUrFJGyfa7fOhKX5dYn0KbQ+E9ZVgVo3JvK4/KAGVfC0FQfg85IrwIsmQEm4IzEzROP2i9yYYEqpQJOYoIey1duhQFBQUoKChAt27d3H7GesJoNBosXLgQt99+O8aPH4/o6GhcffXVeOmll6T3JiYmYtmyZbjjjjswcuRIJCcnY+7cuZg7d26HHg+hDFiDK7PNjuxE5W/GQwEzxMxWh6JLr0NNM+e9gjd1hAuXTJHoaKfr6htXxrmAWJU75X2h4zk0WZw9ZSJswyd3ZEWrXL6MJfmY7Q5wnLKdeC0hn/OU3NDUF8xJY7Er20nDnARqrdKVB2XUGnhSEqynjNFsD/NIgkOUTMpIyXaePAFV6X3teI6D3eGA3aF0+TLxfyXbCVqVJGdwTrkmk8LlSonwIk88azQrNzGB58SeMnUmqpTpCBRxhmfPno3Zs2e3+L7u3bvj119/9fuewYMHY/Xq1UEaGaFmWIMro8Wu+szetsI2v3UmK2INdI580Vy+jIw9NcBKlJnjgTSIfcN6ypisdiTHRGbGjU7LS5nDSs9SbS0cxzkl7NRfKSOX9dSpMFAhR34fK9kZ4wsmu2i22hUdSHWwBDaV3o88L/aUcQjqDTwpCZZVq2SHlBx5pYySFQHcesooeD4DxEQfNfQz5aD8fl8at+QM5R4Hz4lyTWabw62PFEG0Bp2Gx493jMfFb65DtdEa7uG0GQ3Pwe4A6kw2ZCdGhXs4qke5qxhBhBiOAxwOMSijdg38tsJsr9omKxKiI9PRGgiecjZqdF5FImyDW95gBscBKTH6MI+o88Ic8kfKGtAjNTbcwwkLWlmljJIzO9sKkzBTe1CGzQsmqzr6kPhDHpRRsjPGF5wzmKz0ShmmoKFRaRWJxtmgecWBMikARYQPFpRpUElQRv7sK9l+lz//SrdBOA6uHn0KnpvZJVHy+qkWGVN530clr/dE+MlJjgYAFNc0hXkkbYfnmHyZleTLOgBFVMoQRDjQcLJKGR09Kt5ghliNkUob/cEkA2qbxIwJtTslIwW29yivNyM5Rk8VUH5g56qy0YJBXRLCO5gwodNEbqUM4MrWj1Z5BiK71xvNNtXP9XLHnpKdMb5gsotmmwN6BfeUEcAqZdR3jQDRxjpdbURJnQkldaZwDyfiYfsBtfSUkfeTUnKljDwmq3SnM89x+GrzSQCiNKxSYUkcSpZdlAf7lLwP4jlErMQwEVxSYsUkzbJ6c5hH0naYfFmj2YZYA/n4Qg2dYYLwAWtw1WSxkTSXD3hZsCGZqgR8wvYLBeUNSI83SE1QCWXD7v+yejNSY+n+9weTaABcxmqkodPwKKsTDfTECKwsZNn6USoPyrAgfEMEbGTUXinDcxysdgcEQdlOGqmnjAqvEeC016lCptPAgjKxKukfppbgs5t8mYKd54B7gMmq4GbaTHlNyeunXD1OycfBcRwqGkQbnZQPiPbAcRyyE6Nw2RndWn5zJ0XDO3vB2tRf9d8ZUIe1RBAhgGc9ZawkX+YLZnvVGK3okRoT3sF0YpiTrqCsAWPyUsI8GiJYsE1hVaMFvTPiwjuYTo58A63kTNP2oNOI0giJ0TrVByb8oXbjnt3eDSb1V8rIr6Uae3lwHGC2OiVyFHx8DqfTUsGtF/zCc67+EkT40Wp4vHPtCNXYu5zMgFFyRYP8+Vd6UEZ+HWqMljCOpH2w41CytKRbpYyC7XueB0qdlZYZCYYwj4ZQOhsePDvcQ2gXvDM53WJTtnyvUqCgDEH4QMNxMFrsEdGYuK0wY7KmyULVH36Q26hUUaQe5JtCmiP8w6lk09YemKxDRnxkb/aU7NwOBDYv1JttiFN5la38WVZjE3lWKQMo24nJEsk5BTv+/CHvBUB0Ds4dlBXuIYQEJdsvGlVVyriO5S8jc8I4kvbBjkPJFSYaNztAucfBc5wkf5keT43NiciGtXGw2KlSpiOgM0wQPtDwHOpNoh5yNPWU8QozvkxWB+JULtPSHuTOe43KHZKRhNt1VaFDMpjI92lKzjRtDywYEekZeEp3BrUEu73FnjLqXhd1KmmA7RMOsDgrMJR8fEzaS61zL89xsFBQhugAlOx0lgcy9Apfh9ll6JcVr+jKY3YcSr6v5NXvSrbveI5Daa0ZBi2PBOqTS0Q4Gp6D3S7AahcU/VwrBTrDBOEDnuPQ4AzKUBa8d+T7e7VnP7cH+XlSsmOHcEd+Kcle8Y9aMunaAzNq1aKz31a0Kg9gMse32BxT3baDPgJ6ylhsYuNfJW9KBSkoE+aBhAgNz8HirGiaN7NfmEdDqBklV5vJn/94hTud2WVQumymzmkPKVnWV8Opw77nOMBidyA+Sqfo55wggoGG59BkFe1fpQfxlQCdYYLwgYaHNBmRlqJ3NCrJjgk1vEoMVsIdd0kuuv/9oXbnbSCwe0TpToT2oteq+/jZtFAfCZUyGnVXyvBOJw2g7OeWdVtRa6UMx0GqlJmQnxbm0RBE50T+/CdEK1tyWurFonDbOzlWvA6K7inDy/dCyj0Odk+Rz4cgAINWgwazmJxO8mWhh84wQfhAnrWi5M14KJEb+FoKyvjE7Twp2GAlmsMup5Kz3DoCHQVlpGCEWh2jgaL2ACa7vhabQ/VVtmqvgNPyPJosDulrpcLky9R3hUQ0vEu+TI33IUEEAzXN1ywpSul7qtQ4Uc5WyddDLYmHbOgUlCEIMRBjdcr3UlAm9NAZJggfaCgLvkXktpdOwYZYqHGXuaJ7SU3wKtkYhhp57wklZwS2B6lSJsLvFbVXVcodFErWum8tarSTDDoejc5MQSVLtDqcpTJqlWThOQ5mSWZOncdIEO1FTY8/OxQlBwEAIC1WD0DZxyG3aZXsvGW2m5KPgSCChTw4Sc9E6KEzTBA+0FClTItQpUxgcG5ZRGEcCBF02DMQ6dUPLSF3lCl589ke2DoS6VVVaneacm5BeHUfqxyNCq+rQctLMrZKtnGchTKq7Smj07i0zynxhSC8oyY7lc1lSk9ySYsXK2WUfBhym1bJvSc4CsoQhIRbUEbBz7VSoDNMED7gqVKmReTnSO2Otvbi2kDQvaQmOJVsDEON3KCL1KAEOweRfq+ov1LG9XUkXWs1HqtB66p0UvLxCUy+TEVOWTnROg1MViYzp85jJIj2wvZs0Sqo4HT1lFH2857o7O3D5BeVjpLtO3YrkQOaIACDbJ2gQGXooTNMED6gSpmWUUtzv45ALRsIwh2pUoauq1/U3hA8ENg6EulzgNrXU04l+uqtRY3HKs8UVPJ96yyUUXQ2tj+iZb2blHydCCKUsJywrMSo8A4kCKhFOjhGrwUAmFUSlFGy85bkywjChTw4SYHK0ENnmCB8IHcw6Ki6wSvypEslS3t0BGrZQBDuqEVCIdTIgzJqktBoDewcqNF53RqUnEkZCO5VtpFzrdV4rAadPJis3PvW7lB3pYy8d5OSrxNBhBLO2YklM8EQ5pEEAedUpnS5wlhnQFktQRkl23dSpQwFZQjCzf6lZyL00BkmCB/IHStq1EoPBiRfFjictIGg86QmqAIqMPTayKwekCMFZVTqGA0UJW/aA0F+eyvdYdQa1Phcy+XLlGzjOJzyZSq8RADc5ZjUGBwkiGDA5uixPdPCPJL2o5aEqBiDWCljcvbEUjpyW19psKQFAzmgCcLtOVD7vq0zoA33AAiisyKff3QKN/pChbt8GU3Y/qBKGXXC/OuRWv0RKHKDLlKDEjpJviyy50q1ywtFarKCGm0Ad/ky5R6fMyaj2nXKLSgTQc8cQbSGlFg9Fv9jIvpmxod7KO1GSohS+PPOKmXUEpRRsvPWVSmj/J5LBNFe5PYvBSpDDwVlCMIHbhIkCjYyQom7fJmyDeNQw4y9SHfIqg3WS4buf/+4BWUi9Fwxp3WkLyeRpE2sxuoRX6jxWN0yBRV8fN2SowEA8VHq3Pa59ZQhG4sgfNI/OyHcQwgKbP+p5HkZcFXKqEW+TMkyR1JPmQiyUQnCF/JKcSU/10pBndY5QQQBuYNBjc6GYKBxywimCdsfUqVMhDqk1Qq7rmrNQA4WVClDlTJanoPNIai+WpB3qyBV97HKUeOxGtwqMJT73N4wPg/DuyehZ3pcuIcSEtyCMmRjEYTqcUkHK3deBoAYHfWU6SxIQRlyQBMEVcp0MHSGCcIH8kBMJEmQtIZIbWjcFqinjDpRi651qJFnnil8D91m2GY1Uu8VNvepfQ6MtJ4y7HryKryu7vJlyj0+Dc9hRI+UcA8jZMjlyyI16E8QkURanAGA8u2pGIO65MuUXGXCzDVyQBOEe3AySkeSfqGGZh2C8IF7wIEeFW/wVCkTMJLMlcI3EIQ7rDGkGh2SwUTu0IxUpxnLtI/Ue4WtEZzKr3+kJSskx+jCPYSQ4S5fRjZOZ0UelInU+ZUgIomsxCgAypfDZUGMjHhDmEcSHJTsC6BKGYJwIZcvo0Bl6KEzTBA+0ESoBElrkPsolJxF2hG4Su3pPKkJqpQJDDf5sgg9V3pNZAdmI+W6R1qvtQdm9HNziqsJ+aY0Eq6lUonSq/P+IwjCO12cQRmlz8ocx+HLm8fg1b8OD/dQgoKSAxrMdktQae81gmgNcllYtSfTdQaUO3MSRIhh2dwcR5l3vqBqosCResrQvaQqKNgWGHIJyEg17lilTKTeK/84uzci4dDl62IkXOu/jMrB/qfPDfcwQoJBJ5Mvi4BrqVTUGhQkCMI7GQliUKbeZAvzSNrPuPw0JKqk4lTJcu/FNSYAwMAuiWEeCUGEn1hKdulQKBRMED5ggRjlmhehx12+jM6UP/QR3uRbregi3NEeKJEaiJHD7hVBEMI8kvBw44Q83DghL9zDCDnyO52SFZSNXLKB5rDOCwVlCCKySIwWgxiNZuUHZdSEkuXLjlY0AgD6ZMWHeSQEEX60Cn6WlQgFZQjCB2wu4mkj7hO5nAdN3v7RRLh0kVphpfqR2ieFCBwWuHZEZkwmYoi0Shk1I5cvIzov0ZTRSYSYJfdMRK3RGu5hEE5YUKaBgjKdCr0KfAFpcfpwD4EgiAiDgjIE4QOqaGgZLfXdCRiSuVInLJOarivREqxqwhGhlTKRgrusJ80LSoaamyoDqpQhQk2/rIRwD4GQwYIyRos9zCMh5KhB7p2SMQiC6GgoKEMQPmDZHuRA8w3nJl9Gzgt/sEoKahasLigoQwQKVcpEBpxsKdTQfK9o5D1liM5LFAVlCCKiIPmyzsXrVw1HRYM53MMgCIJQJBSUIQgfMGcrOdACg3rK+IfFr0gOT12wjCoKyhAtEek9ZSIFt15rVHGraChjVhmQfBlBRBYxzmee5Ms6BxcM7RLuIRAEQSgW2i0ShA/0JFvRKgyUqegX5qgjORt1wTKpKShDtIRWqpShoIyakSco0LygbEi+TBlE0XUiiIiCKTXMGJgV5pEQaiEnJVoK9hEEQXQkVClDED4gOa7WoYbmfqGEesqoE9YnREMVUEQLsHuEqi/VjUGrQYxeA6PFTnKVCoeCMspAS/YnQUQcB54+l/aeRNBYPncKBJCBThCMD68fGe4hRAwUlCEIH1ClTOsg7XX/sOaH5KRTF6zyiYJtREtwHFXKRAp9s+Kx42QNzQsKh6NgO0EQRKeEekkRwYT8PgThztn9M8M9hIiBZh+C8AFl37QOOl/+YX0kSKNeXbAgGzlfiZZgtwjFZNRPcoweAMlVEkRHMq1/RriHQBAEQRAEQRABQ5UyBOEDljFBztbAIJkP/1hsDgBAnIGmXTVBlTJEoLBqOYGiMqonKVoHgOYFgugotj0yDXFRZF8RBEEQBEEQyoGsV4LwAQsyUK+IwCCZD/+YnUGZWArKqAqmZU/OV6Il2C1CPWXUT2KMGJQxWR1hHglBRAapcYZwD4EgCIIgCIIgWgWlthOED1ilDE9PCREEzFQpo0rsTg+7juT7WiQ3NSbcQwgr1FMmchjcNREAEEW91lRBz7TYcA+BIAiCIAiCIAiVQd5BgvAB65FClTJEMLDY7ABA8hoqY09hLQCXE5bwzU93TkC9yRruYYQNnmPyZWEeCBFyLhneFf2yEjCgS0K4h0K0k7X/NxUJTjk6giAIgiAIgiCIYEHeQYLwgatShoIyRPux2MVKmRidJswjIYLJo+cPwKcbTiArMSrcQ+n0JEbrkBjBzs0+mXHomRaLa8/sHu6hECGG4zgKyKiEbsmRXeFHEARBEARBEERooKAMQfiABWWoVwQRDCxO+TIK8qmLSX3SMalPeriHQSiAGL0Wf9w3JdzDIAiCIAiCIAiCIAgizJDYNUH4QOt0npN8GREMeqbHhXsIBEEQBEEQBEEQBEEQBEGEGaqUIQgfsKbMVClDBIP//v1MFFY3hXsYBEEQBEEQBEEQBEEQBEGEEQrKEIQf4g1a/HN6n3APg1ABaXEGpMUZwj0MgiAIgiAIgiAIgiAIgiDCiOLky8xmM4YNGwaO47Bz5063n508eRIXXHABYmNjkZaWhrvvvhsWi8XtPbt378bkyZMRHR2Nrl274qmnnoIgCB14BISS2P3kDFw1mpoy+2P5vZPx853jwz0MgiAIgiAIgiAIgiAIgiCITo/iKmUeeOABdOnSBbt27XJ73W63Y9asWUhPT8fatWtRWVmJ66+/HoIg4PXXXwcA1NXVYfr06Zg6dSq2bNmCQ4cOYfbs2YiNjcW9994bjsMhCMXTi3qlEARBEARBEARBEARBEARBBISigjKLFy/G0qVL8d1332Hx4sVuP1u6dCn27duHU6dOoUuXLgCAl19+GbNnz8b8+fORkJCAL774AiaTCR9//DEMBgMGDRqEQ4cO4ZVXXsHcuXOlHiIEQRAEQRAEQRAEQRAEQRAEQRDBRjHyZaWlpZgzZw4+++wzxMTENPv5hg0bMGjQICkgAwAzZsyA2WzGtm3bpPdMnjwZBoPB7T1FRUU4fvy4z79tNptRV1fn9o8gCIIgCIIgCIIgCIIgCIIgCKI1KCIoIwgCZs+ejVtvvRUjR470+p6SkhJkZma6vZacnAy9Xo+SkhKf72Hfs/d4Y8GCBUhMTJT+5eTktOdwCIIgCIIgCIIgCIIgCIIgCIKIQMIalHniiSfAcZzff1u3bsXrr7+Ouro6PPjgg34/z5v8mCAIbq97vkcQBJ+/y3jwwQdRW1sr/Tt16lRrDpMgCIIgCIIgCIIgCIIgCIIgCCK8PWXuvPNOXHnllX7fk5ubi2eeeQYbN250kx0DgJEjR+Kaa67BJ598gqysLGzatMnt59XV1bBarVI1TFZWVrOKmLKyMgBoVkEjx2AwNPvbBEEQBEEQBEEQBEEQBEEQBEEQrSGsQZm0tDSkpaW1+L7XXnsNzzzzjPR9UVERZsyYga+//hpjxowBAIwdOxbz589HcXExsrOzAQBLly6FwWDAiBEjpPc89NBDsFgs0Ov10nu6dOmC3NzcIB8dQRAEQRAEQRAEQRAEQRAEQRCEC0X0lOnevTsGDRok/evTpw8AoFevXujWrRsA4JxzzsGAAQNw3XXXYceOHVi+fDnuu+8+zJkzBwkJCQCAq6++GgaDAbNnz8aePXvwww8/4Nlnn8XcuXP9ypcRBEEQBEEQBEEQBEEQBEEQBEG0l7BWygQTjUaDhQsX4vbbb8f48eMRHR2Nq6++Gi+99JL0nsTERCxbtgx33HEHRo4cieTkZMydOxdz585t1d+y2+0AgNOnT0sBH4IgiHDQ1NSE8vJy6HQ6aLXKntJtNhusVisKCwsRHR0d7uEQBEEQBBEhkD1FEARBEARBBIO6ujoArviBLziBdbonAmbLli0YPXp0uIdBEARBEARBEARBEARBEARBEEQnYvPmzRg1apTPn1NQpg1UV1cjJSUFp06dokoZgiAIgiAIgiAIgiAIgiAIgohw6urqkJOTg6qqKiQnJ/t8n7Jrs8OERqMBACQkJFBQhiAIgiAIgiAIgiAIgiAIgiAIAK74gS/4DhoHQRAEQRAEQRAEQRAEQRAEQRBERENBGYIgCIIgCIIgCIIgCIIgCIIgiA6AgjIEQRAEQRAEQRAEQRAEQRAEQRAdAAVlCIIgCIIgCIIgCIIgCIIgCIIgOgAKyhAEQRAEQRAEQRAEQRAEQRAEQXQAFJQhCIIgCIIgCIIgCIIgCIIgCILoAFQVlHniiSfAcZzbv6ysLOnngiDgiSeeQJcuXRAdHY0pU6Zg7969YRwxQRAEQRAEQRAEQRAEQRAEQRCRgqqCMgAwcOBAFBcXS/92794t/eyFF17AK6+8gjfeeANbtmxBVlYWpk+fjvr6+jCOmCiqacLkF1fgVJUx3EMhCIIgCIIgCIIgCIIgCIIgiJChuqCMVqtFVlaW9C89PR2AWCXz6quv4uGHH8all16KQYMG4ZNPPoHRaMSXX34Z5lFHNqsPleNEpRH/3XIy3EMhCIIgVMKPOwqx8mBZuIdBEARBEARBEARBEAThhuqCMocPH0aXLl2Ql5eHK6+8EkePHgUAHDt2DCUlJTjnnHOk9xoMBkyePBnr16/3+5lmsxl1dXVu/4jgUVRrAgCsP1IZ5pEQBEEQauGer3di9kdbwj0MgiAIgiAIgiAIgiAIN1QVlBkzZgw+/fRT/Pbbb3j//fdRUlKCcePGobKyEiUlJQCAzMxMt9/JzMyUfuaLBQsWIDExUfqXk5MTsmOIRE5WNgIAdp6qgdXuCPNoCIIgCDVB6wpBEARBEARBEARBEJ0JVQVlZs6cicsuuwyDBw/GtGnTsHDhQgDAJ598Ir2H4zi33xEEodlrnjz44IOora2V/p06dSr4g49gKhstMGh5CAJQ2WAJ93AIgiAIFbFg0YFwD4EgCIIgCIIgCIIgCEJCVUEZT2JjYzF48GAcPnwYWVlZANCsKqasrKxZ9YwnBoMBCQkJbv+I4FHVaEG/rHgAQHm9OcyjIQiCIJSOwyFIXx8sJclRgiAIgiAIgiAIgiA6D6oOypjNZuzfvx/Z2dnIy8tDVlYWli1bJv3cYrFg1apVGDduXBhHSVQ1WtCXBWUaTGEeDUEQBKF0Giw26evuKTFhHAlBEARBEARBKBOr3YF/fr0TJyuN4R4KQRCE6lBVUOa+++7DqlWrcOzYMWzatAmXX3456urqcP3114PjONxzzz149tln8cMPP2DPnj2YPXs2YmJicPXVV4d76BGLIAiobLSgT6bvSpmCsnqsOFjW0UMjCIIgFMrmo1XS12lxhjCOhCAIgiAIgiCUycGSevywoxAvLzsY7qEQBEGoDm24BxBMTp8+jauuugoVFRVIT0/HmWeeiY0bN6JHjx4AgAceeABNTU24/fbbUV1djTFjxmDp0qWIj48P88gjl8pGCyw2B7olRyMlVu81KDPtldUAgOPPzero4REEQRAKZOUhMZAfpeNhtQstvJsIJvuL63CishGDuiaiWzJVKREEERpOVRlRXGvC6LyUcA+F6MTUGC3YeLQKqXF6jMqle4UgWoPDIeCXXUUAALuD7GmCIIhgo6qgzH//+1+/P+c4Dk888QSeeOKJjhkQ0SKHSxsAAPkZcUiPM1BPGYLwwO4QoOG5cA+DIBSF0WLHqNxkVButsNod4R5OxCAIAq75YBOqGi04o3sSvr99fLiHRBCESrnyvY0orGnCpofORmZCVLiHQ3RSXltegP+sOwYAWHX/FPRIjQ3ziAhCOfzyZxHeXX0UAHCsojHMoyEI5SAIAuwOAVqNqsSpiBBAdwgRVgrKG6DlOfRIjUV6vAHlDRSUIQjG7tO16PXQIhwooUblBNEajGY7YvRa6DQ8BWU6kPJ6M6oaLZg+IBPbT9aggtZ0giBCwOlqIwprmgCI0joE4YsDJXWY2DsNei2P5ftJDpsgWkN1o0X6em9RHcrqqP8vQQTCbZ9vx9jn/gj3MAgFQEEZIqTc/sU2qeTVG8U1TchMiIJOwyM93oDiWt8LPTnWiEhjd2EtAGDLsaoW3kkQhJxGiw2xBg30Go7Wjg7kYKnoHP3LyBwAwCFylqqOh37Yje+2nQ73MCKKtYcrcOPHWyAIJB3DWLy7BDqNWEV8uKwhzKMhOiuCIOBQaT2G5SQhJzkap6qpUTlBtIaKBjEo891t4wCAniGCCJAle0tQXm9GKQUyiRagoAwRNCobzJjz6VZc9d5GPP7THjzz6z4s2l2Cu/+7w+fvlNSakJ0oSg6c0T0JO07WYPWhcq/vbTTbQjJuguismG12AC6DmIgMdp+uxVebT4Z7GGHncGk9Pll/vE2/a7S4KmUsNnJkdhR/HChDRrwBk/ukQ6fhFO0s/fN0DQUfPLA7BHy56STu/XZXuIcSMdSbrLj2w03440AZ6kxkBzMW7SnGlL4ZGNglAQVlFPxlCIKAl347iMvfXo9Xfz8U7uGEnd2FtahosODMnqnIToxGiZ/kv0jijwOl+OfXO3H/t7tQ5Kw4I4DtJ6vx/XZa9+UU15owokcy8jPiAAAltVQBTRAtIbdLfttbEsaREEqAgjJE0Hhl2SEs21eKDUcr8cmGE/hgrajfKwjAz7uKmmX4rTlcjqMVjchyBmXOH9IFAPDTTvfKGr1Th3H14QrUNllDfRgE0SmoNVrxofMZ+nzjCdSbIu/e33CkEnUReNx3fLkdD36/G59vPIFKhcg/7SmsDbqzY/ZHW/D4z3thsbW+0qXRbEOsXkPyZR2IwyFgyZ4SzByUBb2WR8+0OBxupbO0sKYJW45XYV1BRYhGGTgXvrGOgg8enKpyZchS1UZzthyvCvqa9eyi/dLX5FAWKappwo6TNZg5KAu9M+Kk/pRKY09hLX7fVxrUz6wxWvHGigJsPVGNV38/HPH7pkW7S5Aco8OYvBRkJUb5VWSIJN5ffQxrDlfg+x2FWBbke1DJXPrWesz9htZ9hiAI2Hy8En2z4pEQpUWMXoPiWgriKZ2dp2qoj3OI+WFHIQCga1I0Fu0uDvNoiM4OBWWIoNHgp5Ll7q92YPn+MtjsDpTUmrCuoALXfbgZO0/VIC9NbLiYHKvHWf0ymm0g9Fpe+ow7v9weugMgiE7El5tP4nR1E2L0GlQ2WvCzHxlANVJeb8ZV72/E//3vzzb9fmWDGXaHgBqj8qqMWPXgIz/uaXOlSEdz/utrceaC5UH9zCqnjvXqQ+WtDqwYLXbEGLTQaSko01Gcrm5Cca0JU/plAADyM1vnLK03WXH2yytxxTsbcM0HmzpFYAYg6VQ5J2RBGX82XyTicAi44p0NuOOL4NmptU1WfLX5FFJi9QBAzjAnG45UAgDO7peJ3pnxOFzWoMgg4S2fbcPNn251C3a2F8+gQ4GCqxWDwfojFZjaNwNaDY+8tFgUlDVIVeiRzOGyBlw9prsY1KRKMwDiHM5Q4t4hFJyubsKpqiac3S8DHMehS1I0TlfTOqR0Ln5zHc56eWW4h6FqDpc2YGLvNPx9Uk9sOV4NG+0lCD9QUIYIGsyBdunwrjj+3Cwcf24WZo/LlX5+86dbMWr+7zhzwXJc88Em6fUZA7OkrxOitKjzCMowzWgAZAgQEcPh0nqc0T0J+546F12ToiNOXoCV+m4/Wd3q3y2pNWHEM7+j7yOLMeypZYpz1mh4DrOGZGN8fioOKTQDOBjwzqn/5k+34q0VR1r1u0aLWClDPWU6jiKnw7h7SgwAoHdGXKscgoOfWAqT1XWtrvlgE7YeD18/Lc55/1E2oQt55V5VIzmt5LCEos1B7AHHnp9PbhgNnYbDkfLGoH22kjlc1oCuSdFIjNGhV3ocapusKFdIVakcFthcfdi7bHNbYIG7VfdPAQAcLY9cG8LhEFBQ1oD+2QkAgKl9M9BgtmH7iZrwDizMlNSaUNFgRt/MeOQruNIs2Hy77ZT0daQHMxksYMeeodbadUTngwUf60kONWQIgoA9hbXokxmPnJRo2B0CSdETfqGgDBE0nr1kML69dSyeu2yI9NpD5/XHtkemYXRuCgCg2ugKuDwyqz9+nzsJg7omSq8lRuv8ltrLAzShoKzehGFPLcWBkrqQ/h2CaInDZQ2Sfm8kSi4s3iOW+lY1WlrtVF+2X5RisDkNz9I65ThrNh2txPojlYjWadA7Ix77FTAXmayurNNgZaA2mG1otNjxj7N7o19WPE63orGoze5Ancnm6iljV1ZQTqkwaaWsBLHSq3dGPCobLQFJ8B2rcDmbP7lxNH67ZxIMWh6Xv7MBf313Q2gG3AKxei0A+Mxin/TCCnyw5mhHDinsyAMxlRSUcaPCeZ+b2yC36IuDJfXgOKB3ZhzG9UrD8v0kMwQAB0rqJPuod6b4f4HCHMuCIEhrZ40xeBJjT/yyFwDQLTkGCVHaVjuCNhypRO68hZj60sqgjSlcnKo2wmixI995j/RIFRMGyuqVY0+vOlSOQY//hpUHy4L2mb/tLYFOw2FCfhp6Z8STk93JL7uKkeu8R1rbD89ktaPPI4ux/kjnqPANFodLGxCr10gV/L0z4nCgpE5xyW6hYn1BBQY//puiJADlfjajhQIzAHDft7sw5cUVQdvD7i+uR1GtCVP7ZiArIRoAVToT/qGgDBE0clJiMCo3RZIbA0TpsdQ4A9669gzptYfP64+XrxiKmybkIT8j3u0zvAVlZNXEbp8dCq54ZwNqjFac++oa3PzJ1pBkyD7y4+6IcOQsWLyfmq+2g6KaJuQki5uDrMQoFNcoZxPZXpbsKcG6gkpcMLQLrHYBJypbJ+2xt7DW7fvX/jgczOGFlFeWiY15S2pNGNcrFScqjZ3+OaqQOd0bgpR5xebIaf0z0TUpulVZ+VuOV8Nic2BEj2Sxp0wQnaSEb4prTUiI0iLWIAYzmLM0EOfGHucz++pfh2Fyn3T0zYrHtAGZAIBNQaw8aA1pcaJk1MpD3rPYT1YZ8czC/V5/plYqGy2I0ol2WGUnyvrbV1SH2R9txjurWldRF0xCUamxfH8pRvZIRpROg5E9krG3iJxhDWYb1h+pxIT8NACiXjsg9qNSEkaLXQrgBUsKsLBGlBqaPS4XGp5DapwBVY2tuy9ZD6NjFY1uCRdK5Pf9ZdBreIzskQwAiNFrYNDyiqry21NYiwazDd9uDV7z+cV7ijE+Pw2JMTr0zowLOHmiM/HdttP4aWdh0D6vutGCDUcrMWdST+SlxeL5JQdgdwQ+156uboLF5sDV72/CjR9vUU2FWlFNE3JSYsA5S4fH9kpDRYMFu07XtvCb7pyobMRTv+wL2/plttnx0A+7UR3kZ3/HqRrUm22488vtiplX5LYK9akT+d+20zheacT6gsqgfN7eIvH5OKNHkhTQVFJy7Y87CvHDjuCtOUTLUFCG6BDS4gz4z+yR+PeVwzBnUk9cNqKbtMDLSYjWoaTOhI1HXZOiQ7aA6zWhu2UtNoeb8/f3/aW4+ZMtQZWNMlps+HzjSdU7ckxWO95ddRS3fLYt3ENRJCarHZWNFmQ5F/LuKTE4Udk62ZItx6vw2cYTinTgsCqZO6fmAxCzHQNl56ka/HfLKUzqk46bJuShZ1osvtx0EodLQxfY+GlnIZos7XdeWGwO7C+ug17D49HzB2BSn3TE6jVYtLskCKMMHfLgdbCcS5uOVoHjgH7Z8UiJ1bcqK/9ASR0MWh5DuiWKQRmSL+sQ1h+pcKt87ZkWi6QYHdYEIM3z0bpjSIvT4+LhXaXXejsz4QHgs40ngjvYFqgxWnDcaQ/sLw5etdqPOwrxwpID+G6bMjc7VQ0W9M6IR1qcAa/+fggnWxkwDwX7i+tw8ydbsPJgOZ5bfACfbzyBr7echKWDg7GhkKbYeaoG453Bh96Z8ahtsgb0dxrNNry2/DBeWXoQC/8sVlWFzYoDZbDYHDh3kCh9HKXTIDVWrzjnktyBF6xkhl2nagAAd50l2k6tWTsbzDa8svQgdsuSWt5cUYDfOzgDfNWh8qDtuxbvLsakPmmIj9IBADiOQ2qsXjHOU8AV/A5W3xeHQ8CuU7VSUJNVDylNHvzeb3fhH//dGbQ9zu7CWtgdAibkp+HiYV1RY7S2Sj71260u6bMtx6vwz693uvWoUSpFtSZpLwoAI3OTwXPAgVbaRXO/2YX/rDsW1KrA1rDteDW+3HQS7wc5KZatO2abA78opPerfM+mtHUzFDgcArROvexDQfIVFJQ1oFtyNGL0WiTF6NA1KVrqhacE7vl6J/759S5VzGFKgYIyRIdxVr9MXDSsq9/3pMcbAABXvrdRek1oY6VMUU0TjBZbwGXZ1bKmfmPyUnDNmO7YdboWb68MXuZlZ8osDSVsE0ha/G2DGQXZiWIGaO+MOBTVmlBvCsyYbTDbcMU7G/Doj3uwcHexWyVDsGk024Jekltca8JFw7qgV3oseK51RuMLSw4AAC4f0Q2Pnj8AH1w/EgBw3//+DInxebraiH/8dyeeW9z+QOt/t5xEncmGH+8Yj75Z8YjSaTAuP80tSN0ZKZM95740iuXyVIFQUmfCzRPyoNPwSInTu83PLf5urQnZiVHgOA56LfWU6QgOldZjzeEKzBzk6hGn1fCY3j8TH687jgazDVuOV3kN2tUYLdh+sgZ9s9wrZyf2TpO+fvTHPR3aeJf1tOqRGuN13mhNBi3jUGk97vl6J95aeQT3frtLkc2m9xbXIjctFlP6pmNvUR0uf2d9s/e09lkHxISVLcerWr0BLKxpws2fbEVRrThfAMAjP+7B/323260/QEdQIZsHvc05giC06twcLW9AZaMFfTLF58JVeebfaXCqyogP1hzDK8sO4bU/CnDHl9tx0ydbseJgGTYerWzTvduZ2Hi0En0y45Dj7F0FOKuJ65TlXGLZyglR2qAlMxwubUBqrB6pceJeKiVWj63HA+vLN++7P/HaHwUAgPgosdrx9T8KcPOnW1EXoO0ZDK7/z2Zc9f7Glt/YAg6HgB2naqTgAyMlrnVJHuGGVToFK5BUWNOEJqsdvZ3zCttnKCmLW06w9pmHyxoQpePRLTkGd52Vj/goLbaeCOzZEQQB764Wnf1Xje6OS4d3xa7TtdhT1Lpqks6G3SFgw5FKSZIWAHQaHunxhlbdLycqG7HNeS6X7SsNS7Kg3fk35X0Lg0FJnQlT+6Zjat90LNxdHPDvsZ4jm49V4VSVsUNlxOTPTLCf+4KyBsUlg1Y2WiS582DNs5uOVWGwM0mN4ziMz0/FTmfShJLYebom3EOIGCgoQ3QqeqW7MmNZ2bx8A6nXagL+rHHP/YEBj/2Gaa+sCigwwwImP9w+Dl/fMhbzLxmMmybk4dc/i4LmPFHSRqA9VDnPZR01kWsTbzg3xnnpsQAgOSt3B1AuLggCnv5ln/T9nV/uwF1f7gjBKEXu/WYXxi74A7YgOr5LnJlZWg2PjPjW9dM5XNaAu8/Kx4VDuwAAeqbHYUxeCnadqsENH28J2hgZzIA72gZHpBy7Q8Azv+5HQpQW/bNdzul+WZ1f77ulSpldp2ow9aWVAWsuC4KA4tomZDmdBVkJ4j0Q6KalWJbZRz1lOoZ7v9kFAJgxMMvt9YuHd0WjxY5JL6zAFe9swFPOfgdyDpaITuZHzx/g9vqIHilSs2qgY51GRTUmZMQb8NdROV7/blMrZX0EQcA5/1rt9lp1Y9scnYIgoMli73Dneo3Rgj2FdTirX7rkpKnxkJtdc7gcU19a2epA8lsrVlHuMQAA68JJREFUjuCKdzZg0Z7AnRoAcPMnW1FY04QXLx+CR84fgDindB4A/LE/eD0YAkGe/FDnpTfih2uPYepLKwN2Iv7rd1F2c1AXcWPfIyUGOg3X4now8YUV+Nfvh5q9fsNHW3DlexsVW6UFiI72PUV16JuV4PZ6TnJMSKthQwEL9vbOjA9aw+WjFQ3o6bQbASA5RoeTVcYW+2QeLW/Ar3+Kz95tU3ph9xMz8NENo6SfB0vSpSXYGt9ayVpv1JmssDsEZMgcygCQHmdAmYICeGzfWNVoCUrW8hGnrFbPNPE+SY7RQa/lUaLQfgfB2lfvOlWDPpnx0PAceJ5D16RolAZ4n8jn9AWXDsb95/YDIAZJlczKg2VoMNvQIzXW7fWsxOiAFQysdgcmv7hS+v6B7/7E7x28NgOuvZrFHtxkmNPVTchOisbMwdnYcrwq4H5V7685ivNfX4u/vLsBE19YgZs+3hrUcfmjvN6MOIMWKbH6oCZVHiipw7RXVuHzDq5sby/sOdfyXFDmk1NVRuw8VeO2H0qJNXRockN7Yb211h5WV4+szgwFZYhOhTwoc6CkHpe+tc7N+RGofJlnRUFLPRme/nUfznttDQAgNdYgvX7e4GxUG60Y/PjSoGQxyLWdla7V7I9K2XEG01kfKZysMuKCoV0krfQB2QnITowKyJC988sd+HrrKVwxopv0WmsbVraGAucG7+Ef9gTl80xWu1jp4NxIZyVGBSxlUV5vRnm9GfmZ7hn33Z0ZtfuLg6/HzzZjvhxt/1l7DLnzFrb4OYXVTbDYHXjxiqFu0o75GXEoqzc367XVmSivN0PjLP32JsPCDN6DLTiGGDVGK0xWh+T4ndI3AxabA+sCdAydqDJK2Z96DR/UioQmix258xZi4Z+tcx53RnaeqkHuvIXInbewXc9FWb0Juwtr8eSFA5s5wMbnp+GKEd2kDfE3W09jhUfD4rnOgE5emvvGHwB6pMZixX1TAHSszAKrtspOjEJtkxWNHsHG1soVHpQ5jD+/aQwA93UyUM54ehnyHlyE/o8tQa+HFiF33sIOkxBjPTvy0uKQ67xWKTF6t/ecrBLH0toxHXAG5u78cgfeWx1YdbLV7sCh0nrcOTUflzvXu22PTsOOR6dj7vQ+WH6gDLnzFuL2LzpGRlVeCe1NunWNc3Mb6HUvrzdhcp90dHdujrUaHnlpsX6DMp62794nZ2DLw9Ow/dHpWPt/UzEsJwkPfBeaqtGO4LYvtmHXqRr0zYxze31K33RsPVHd6nXy0R/3YOILfwRziAFTXGtClI5H16RoNJiDs74X15okuxEA7j2nLwD/z6PN7sBZL6+Svr/f+TtT+2Zgy8PTAAC3fr4NufMWYl1BaB00wbwvmXMtJdZ9juqZHocj5e1LoulIqhotSIvTwyE0D4K3hZJaE3gOUuIKx3HokhglyXUqjWBktjscAlYcKMPUvhnSa9mJgSeEPf6zmGzy2z2TAABxBi26JkVjXxClTwNll9OuO1XV/uu5v7gOGp7DrZN7ur3eJTEK328vxOkWAjNP/7oPvR9e3Oz1OR1cfQe47pNgBcABMZnuaHkD8tPjcM6ATPAcF1AySEWDGc8uOuD22oajlVjlo39hsClvMCM93iAlvAWLxU6p7Ud/2quoHlXMbuiVHheU+eRv/9kMADirv2s+SYjWtmkfz/Zo2wKs2gsWRuceJ9DANNF+KChDdCqi9Rr8cPs4ROl4/L6vFNtP1rj9XK9t3ofGkw1HKjH4iaUAgFsmiYbEoRayVT5ce0z6OiXOZcCf0T0Jc6f3gcXuCErGi3zT7i2TUi3IF7UTQTAMIwmr3YGjFY04o3uS9BrHcRjePanFbMdaoxW/7S3BtP6ZeOT8Afj5zvGYPS4XFQ3mgKXPWgsLeBQFKdtm/ZEKWOwOSUe/Z1pswA0zf99fCp4DxvdKdXv9iQsH4p/T+gAAvtx8MijjZLBgzKHSeq9VIuzvtRScZE7bId0S3V7vliye30Czmb7bdhq58xZiUSvK6NtLWb1Jyqp56IfdzQIWWo04bwfa40HK5HRm/OamxiA5RheQhnV5vRl/nq7BOOc9kBitQ20QNazv/58YQPAMLATCioNluOStda3uDxUq5Hrp7WlSfqBYvHen9E33+vNHzh+A168ajp/vHI84gxbfb3c15z1VZURhTRPunJoPg49K2JzkaPCcKEv15abgPr++KK4zITMhCnlpovP375+5ZzG2NijD+tJ8OWeMpOH/+E/Nq4b88cYfh6W1VS7JM+nFFXhrZUGrPqstMIdpl8QoXHZGV2QlREmSWgzeGVB2tDLIJ9fx/m5by82bd5ysxoVvrIPdIWB8fpoUyDZoNUiO1WPOxJ6Sc9pfT65TVUbc8tlWtyQZk9WOWz7bKs1DgVLhdHQAwNYT1c2qhZgEY1WAMrYltaZmkn7dkmOkJIU6kxU3f7JF2jQ3mG2Y+tIqt/fHGrRIjzcgJVaPbskxmH/JIACuvm0dxRM/78U9/21fxW6t0Yrf95dhxsBM/G1crtvP8jPiIAiBOxBK60y49K11+GzjCZyqasLXWzpmXpFTUtuE7MRoxEdpUdvUfkfhluNV2HysCpmy/g/pcQboNBxK/JyXzbJ1YMODZ4HnXfssdj8zVhwIbYZ7MB2E8529O1M9gjK9M+JworIxKH0AO4LSOhP6Z4uVYe2VIrbYHJj3/W44BLGKmDG2VypWtsGm6QwEI7P9dHUT6s02nNEjWXotKzEKy/aVthgoXHu4Aov3lGBYTpLbfD2pTxo+XHusQ9ZmOUv3ieudr94Yt362DVsC6JVjstrx0tJDGJ6T1KwH8Nzp4n5qwvMr8OYK38cn9618NedMt58NeWIprvtwU4fJuIYiKHO62gizzYHemXFIitEjLy1WSjDxxZHyBkyRVQ4BwGtXDUesXoMbPtqMGf9ajSkvrghpIl5ZnQlpcXpkJ0YFNRC+eE+xVIG3tIN7kbUHdq7z0mLbHUyy2Bw4XtmIq0Z3R4Kzlxkg7kXrmqytqnaU75nXhzghwhP2nFAbgo6DgjJEp2N492RcOLQLvtgklj/Ks74CqZR5ZqEo3RSr1+CBc/thaE6S32wO+YL00Hn93OQvOI7DTU6d8peXHcJjP+3BluNVeG/1kTaVkZ+UBSg6c+Z7eymtc03iSmse2VZ2n67F4iA4wl9ZdggWmwOjclPcXs/PiG+x4uXRn/bA5hAw/5JBSIzWYUi3JNw4Xrx/L397AxYs2h/0pm1sQxSsIOOuU7VIi9NLete9MuJwOECN2kW7i3Fmz1RJT50Ra9Di5ol5SI834PGf9ga1XJsZLA4BXuUfWPPARrP3jcei3cV4c0UBVhwsQ7fkaDftZkDM1gMCc1acrjbi3m/FoMHtX2zHzlM10jwaKgRBwLqCSozOSwXPif1l7vhyu9t7WMaNOcCqufec2tyscoLjOOQ774OWEPWMIW2umX78h2uPtbtK6u2VRySJlyhd68ynGqMFN3y0BTtO1uDeb3a1WL3ZERh0riBIQTuSDg6XNcCg5aUAoieJ0TpcMLQLhnRLwi2TeuKXXUXYdaoGgiDgnq93AgBuGJ/r8/O1Gh5PXDgQ0XoNHvphd4cEtY5XNCI3LRb5GWLQwbNKqzXyZb/+WYR/fr0LWQlRGNcrDanOxI9A9eoBMaj70lJRkmpUbjJevXKY289fWHIQaw9X4IH/7cK+otBk5xbXmqDlOaTGGcBxHCb3SW/m4NBIQZnAP/doeQNOVhnxwuVDAKBZoMcbr/9RIAW6PAPZgJjgc93YHtL3vu6ZN/4owG97SzHn0634YM1R3PPfHXjq1334bW8pzn55Vask4ioazJjcxxWYfOj73W4/Z9NPIE5EUcLR1Gw9yJJlb286WoXf95fh0rfWS/r0zGk7/5JB+PrvZzb73IFdEjG1bzqe/GUfnv51X4dJ4H28/jh+3FnkVWLMbLPj7ZVH/DrnSmpNuOr9jbA7BNw/o5+bswNwVUME0rdREATc9+0ut6Sv3/Z2vAOJXd8BXRJwqLS+3Rm6T/8q7n2MMluD5zlkxEfh4/XHAQBfbjrZrPKYZTe/dtVwqcJUzldzzsQFTjnYD9Yew11f7QiZA5/1XDK0on+oL/5wBpA8K2VG5qbAIYhSi50ds82OigYLJvdJh07Dtdsx58tRP7RbEo5XGhWjbCCfK6qCkJHP+nT1znCtPTMHZQMAdrXQU4El6ozJc9+zsd9/YcnBdo+vNbBq9RovyUgOh4Ale0twv3Of4A8WXJg5OLvZz3pnxmPORHFv+eJvB/HIj7u9BsT7OYNUD87sh7G9UvHC5UOwbt5ZUu/BNYcrMPPVNbj9i234Zktoe8AxSURv1fxthSXr9s5w9n3LiPPb8+1waT2uem8jGsw2zL9kEP595TD8PncSLhzaBS//ZRgcgpigd7zSiHP+tQpzPt2KzzYcD9p4GccrjchJiUF6vAHLD5RJEsJtxeEQcP+3u3CotAEPntcf/bMT8GcAcuudhdomKzgO6J+dgBNVxjbvFQVBwKM/7oEgABcP6+L2s8RoHRwC0Big6s6+ojrc+rmr4nrxnpIOS0qz2R3SHqc9CXtE66CgDNEpmemUDQOA/8o2lvoADHVmVP105wRoeA7ZXsozd56qgclqx65TNThzwXIAwAVDu+Dvk3o1+7xYgxaXj+iGygYzftheiCve2YBnFx3AGysKsKewtlVZ2IdLGyQna0WA2ZJKpKS2CT3TYsFx3h3VauSCN9biti+2t/zGFvhu22kkRuswsIu7ZnpeWgzK682SjJ7JaseOky6n3oYjlfh5VxEm9k5DpsyR0z01Bn8dmYODpfV4d/VR/HGgzG9Z+/aT1a2S1mOSfL76B9WbrC1W+MgpKGuQHKGA2Gi73mRDXQuZpA6HgG0nqn1m68catHjjquGwOQR8uiF4gYryBpd0l7dAK6sSqfciT1JU04Tbv9iOF387iC83ncR5g7ObZaSlxxvAcy3LehTXNuH819e6vXbxm+vw8A97QhoAbjDbcLLKiDN7pkiO2FG5ye7vcd4b5gAabDocAlYeKkd+RhyiZEGD7imxAWlYl9SJ8w2bZ1mW7NO/7pPWlLZQa7Ti+SUuuYGle1vXrPSRH13yfltPVOPSt9YHRV6iPVTLnIDtyVAuKKtHr/Q46TnwxyVndAUA/PPrnXhv9VGpJN8zkOrJ38bmSoHqBz2c3e2hyWLHn6drcLS8Qeoz0GSx41S1EfkZcW5JGnJakjMtrm3C3qJa/LSzEHc6e3pN6iNWt8ToXZ8ZaJCcye0kx+jw2U1jkBZnwDMXD8K8mf0km+faDzfhm62ncd5ra0KSfXqyyojspCjpOsd5aVDOmqXaHIE797YcrwLPARcM6YLzBmd5dSZ5wio07zorH7E+rtFVo7pLX7MAy7GKRskZW91okeRC1hyuwDML9+PHnUVuG98fdxTieID9wioaLMhMMEgO7IRo98ABezwCcb7/tLMIZpsDfTykOLMTorC3qA7L9pXiP84s5MKaJry89BB+2ilWGJ0zIBN/HZmDMT1Tm30uANzgTNT4cO2xoFeOekMe+PHW6HbDkUo8v+SAW1a1J59vPCFJAbGqTDlMdjiQc7vxaBXWHK7AtP4ZuGhYF0zsnYb1Ryo6PFBeWidKJJ4zIAuCIGDZPt8VXYEQHyU+B3+TBSMB0TF6tLwRp6qMeOiH3Zj7zU4IgoDNx6pQWmfCZxtP4KYJeVIfPk/G9krF61cNx33niNnxv+wqwuyPtmBPYfCdbkyaz2xztCtgKJebTPaQWMzPiEO35Gi8ufJIh/flai2ltaJ93TcrHuPz07BoT/vuEVb9d6+z0oHBAlctBSA6C3LH+i4fzt8dJ6sDDjIdLmtArF4j2Y2AWI2q1/B+bW+r3SElZl09prvbz8bKKvY7siprh3OO9VYdZ3Zm3hv9jKfGaMHSvSX4bttpcBxw9ejuXt93/4x+UtDl840n8e/lh7FsXylqjBb8eboGKw6U4UBJPe6Z1hu3TBZ9K38ZmYOuSdF4/vIhmNY/E8kxOhytaMSi3SV44Ls/Q2oTs6Suei+KBu35zHiDFpkJ4vqTmxaL4xWuY6hqtLgFPG7/YjvK6s04b3AWrhnTAxcN64p8Z0Dn3EFZuF42d5fWmbFsXyke/WmvVxWGtiIIAgrKGtA7Ix7Jzuf+ojfXNnvPthMtV1MxDpTU41tnr7qJvdPQOyOuUySeBUpdkxXxBi36ZsWhxmjFXi+JTVuOV/m114trm7DhSCW+3ioGF/tlu/twWCJJIPvxI+UNuOXzrVJiwZWjctBoseGhH3bjzw6Yo1kSac+0WKqU6UAoKEN0Ssb3SkNmggGjcpORk+LagAUSlKlosOCsfhmSYzfLozyzuLYJF7+5Dvd9uwsXvblOer3az2bupSuGYuHdE/GPab2l115Zdgjnv74Wd7dCkuFElRFjnRtlNes0HiipR05KDNLiDEGVI7DZHa12Npltdpht9pD28JGXmLanEsVmd6Cy0YIHzu3bzDmflSBmMJ6qakJVowVP/rIXl7y1HvuK6mCy2qUKsTeuPqPZ5z5/+RDpvrv5062Y+MIKt00Caxx9pLwBl729XsqqbAmHQ0BZnRlpcXqfhsYtn23Dua+uCejzADFjjWUdAS5nS0s6/McrG2G02KUKG2+M6ZmKK0flYPHu4qD1limvNyPf2QvLa1CGF+csb0Y1y2wFRIfdRcOaO0V0Gh6ZCVEtajdPeXGlT2dmS42h2wM75uQYPa49U9y8eTqy2bEHoiFdVNsEi82Bh2f1d3s9LU4fkMPtYIm4SWKO7xRZj7D2VHMV17mCy5P7pKOs3uzVcPeFp1xEncmGiS+saPN4gkFVowV9MuPAc61vXM8QBAFbj1cHVN0AiPJLo/NScLSiEQsWi0GuoTlJAf3uOQMzpXG3ZZxsDTBZ7RAEAbVGKx79aQ8ufGMdznp5FS55az1MVnEeFARXgsdzlw4G4D63+ztfRosNYxf8gVmvrcU//rtTev2ZiwdLX7//t5EAgIoA+4uwjdgf906RgpXXntkDt07uhWVzJ2OYxzn859c7xWw3i93vJtBss6PeZG0xyGSxObC/uA59ZHNznEHbLOuUfY6vykBvHC5tQPeUGETrNUiJ1UvZ8v4orm3C6LwUqWeGNxJjdPjPbPE82xwClu4twY0fb8F1H27GluNVeGbhfr+yTgBw77e7MOWllS2ORxAElDeYkRZngMVpoyR6BGWYIyyQoNNLS8Xs6jE93bOvWX+ZOZ9uxYajleiTGQedhsMbKwrw1eZTGJ2bgvf+NhJaP1Xlk/qk46x+otb5oz/uaWYbBaN/ohwm2wZ4t3uZ5N12H5VjdocgOTry0mK9HltCtBZannPr2+gNi82Bq97fCAB48Lz++PeVw3HZGd1gsjow7ZXVfvcBwaa41oSsxCikxxtwRvdkrD7UviqI4xVG3DalVzMb6L4Z4jPCnGanq5vwzdZT+Mu7GzDmWTEp7eJhXVv8/Dum5iNW70qUOP/1tQFLkgaKPMu8Pes1Cz78fOd4Nzk2hsnqwK5TNfjXskN+9wZGiw11JitMVntYAjjM7uuSFI3zBomNxNvjJDtc2oCshCjcdXZvt9dZ9eZlb28I6HPMNjusYayqYTbAiB7J2HCkea/B8nozLnlrPV77IzDpsMOlDcjPjHfbd/E8h4wEA/YV1aGs3tQssGKy2vHD9kLYHAKeumggeqS698TTaXh8d9s4AOL+pL1Y7Y4Wn7d6k1WqUPCmCMDudX9Bmes+3Iy/f7YNn208gcFdExGt9y4rq9fyWHLPJEmu6stNJzHn060Y9tQyXPjGOtzw8RYAYk9UTxKidPjg+pH49e6Jbq9PfGEF6k3WoFdsCYKAYxViRXew+ncBYgVuXnqsdN9kJ0ahsKYJp6qMKK834/J31mPGq6ulOaTM+exeO6aH18978qJBmDkoC0O6JbrtB4+UNcBosQVl31reYEaD2Yae6bGSjWKzu3/usn2luOztDQFXE5bVi+v6sJwkROk06J0Rh0OlgSlcdAZqm6xIiNZhcLckAGgmOXiqyogr3tmA133MJw6HgLEL/sDVH2wCALdzy2BzbEvzt90hYPZHm3GqyvX8PnbBAPzvVnEueX7JAZis9qDbaXLYfNU/OwHl9WbFXEelQ0EZolOi1/JYP+9sfP33se6va7wbB4zVh8qxtqDCzZjvmhSN09VNkjGzxJlp9KtH3wPPygRv3DyxJw48fa7ba60xtmqNFnRJikZClDaowYrOxNHyBmw6VoXUWD26JEahMIjyZTd8vAWjnvm9Vb8z6pnf0feRJej36JKQLSzye6A9+sYVDRbYHYJbthaDvTbj1dU44+ll+Gqz6KQ477U16PfoEuwtqsO90/s0MwQYX/39TKTJstH7P7ZE2lS9trwA/R9bgrNfXgVBQMAybKerm2C2OXBG92TUNlm9nl+WGRvIBs5qd+BYRaObg5cZMi05Yud9J2bP98vyHZQBgBmDsnC80hi0Rq/l9Wb0yhA3Jd6cnzpnpYyn87LJYsfKg+W4d3ofHHn2PBx4eiYGdmkuwwOImZ3+AiuNZpuUAQcA953TB8cWnCd9v7codGXk7JgTo3V45uLBuGR4VzR6bPiYxJHV3vLzx7LZ5DISgJjJ2VIvhiaLHe+sOoIuMslL+bPUnoohNl+vn3cWnrtMdK4HWtZ9stIoSTrOGpyNu87Kl34WzmqZwpompMcbEKPXtjlovWRPCQ6XNaBfVsvrJ0O+1p7RPQk/3TE+oN+b2jcDcybm4UBJvVdHjD9eWnoQ/R5dApPVjn6PLsHbq47gjGeW4X9ORyUgno9+jy6RnjWW2BHnzECXyw740yW/3MOxdddZ+Tj+3Cy3pBJ2XwayPi7dW4L7//cnAEiZjZ58f9s4vH7VcOn7RbtLMH/Rflz85jqMeHqZz2SBSS+swOAnlmLAY79hmR8N8HP/vRprDlcgXzY3J0TrUNNkcZv3mbOnNY6Pw2UNUrZoWpwBhTVNfq/vjpPV+G1vaTMZJm+c1S8TR58V58LbvtguBXyueGcDvtt+GjeMz8WRZ8/DkWfPw+H5M3Hk2fO8fo432S059WYbLDYH0uIMGOLc2HtWyrBzY7H7f9aMFhtOVzfh+csGu/V9AIApfTLcvv/85jGSVv+//jrUrbLcH/+ZPUr6ut+jS6SvNx+rwoDHfgtqFYRcUsyb3csCnL583k//ug/l9WZ8dMMorLhvitf3cByHtDgDTrdwTzz2k6tisYcz4UteXTv62d87pAG1ze6QKmUA0fnhT/amJRrMNhTWNEkJInLy0mKh1/J4bflhAKLd9n/fuaoN7z67NwZ7kQD0hOM47H3qXHx58xjptf6PLfHzG63ncGkDRjqlR9tzHZisUC8v5wNwSU29saIA/R5d4nN+vPjNdRj5zO/o9+gS3PvNzjaPp60UlDdAp+HQPSUG0wdkQmin7Nrhsnq3SnSGPHklkMSyqS+uxPXOZtbhgK3R4/PTUNnY3Gloce43DgUoy7S3qBZ9vJyX7MQofL31FEbPX47+jy2RenPaHQL6PboED3z3J0b0SMbfxuZ6/dwuSeLzHYy+HZe8tQ7T/7XK73vY30mI0nr9m2yu9SehtNs59197Znf8cHvLttkf903BrCHNJc4A0YY6Z2CWz9/tmhSN48/NwpoHpkqvDX5iKS55a32Lf7c11BitMFkd6JsVH1T5sooGi9u+msmNTnxhBUbN/x1HnftM1j+ntsmK+87pg3GynoCevH3tCPx85wT8+0qXPbfpWCUGPPYbPlp3vN1jZvdF16RoKdAcrXP3rbHgUaD3bUmtCRwHfHur6LPrnRmH2iarYhRhSmpNSInVo2tSNP46Mke6bgyWWPjzLu/9Dp/4xdUfMkavwfK5k5u9p2daHDiu5STJ+/+3SwrIXHtmdxx/bhZi9GJvwFsm98S6gkr0e3QJBjz2W8j2jysPliMxWodzBmbCbHMEtbqM8A0FZYhOi4bnmmU46bS+5VFu+3ybVC1glxloE/ukoclqxwZn09XFXpq+rv2/qVI2WUtE6TRYN+8srJt3Fsbnp+JEpRGvLA1MM7a2yYrEaB2yEqPw/JIDknRGezBZ7Zj12hrkzluIaz7YGPDvORwCLnh9LXLnLcSUF1c0a87dVljfnDmTeqJnelyrm+X6YuXBMqw5XIE6kw2fBqixWl5vdpPVOnPBcryy7BCmvrQyqOXk8kW2Pcb3a3+Im2ZWFSMny0ugxpPspOa/J+exCwa4fX/GU8uQO28h/vX7IbfXd52uxQdrjrb49wrKxQ3PqNwU2B0CftpZ1Ow97IkNJAP1WEUjrHbBbdPIZBX8BWUazDbsOFWN2eNyvWqiyxnmdJi1V0OXUVZvRrfkGOg1vFcpQyb14+nEnfvNTjRZ7Th/aBdoeM5vFWBL/VTY/ffkhQOx6O6JuG1KPjiOw+aHzsawnCQ89tNeFAbgwGwLTFaOBQNj9JpmGTxSUKaFLL8mix03fCRm13XxuI4psXrJ8bn2cIU0b8kzr1c7nRWPX+i6z3NSYvD2NWL1WHucPM86mwazptlA4A27Z3+8GToNh+X3TsbLfxmK26fk45MbR4PngOs+3BSWLKQmix1rD1dgfH4aonQar5mTry8/jFs8Gtx78tPOImTEG/z2hPFk3sx+WHT3RPx61wR8etOYln9Bxj+m9UGUjsf1/9ncqkwxJlnIHNAvLDnoM/P5kR/3IDsxCvFOuQEmjyWvdpNXc8g/x2yzY19xHS49oyu+uWUsfr1rAu6Z5i4VA7j6JQUSHGa9L/r4qUbieQ4XDO2Cpf+chF/vmoAJ+Wn4aN1xHCyth80hYNATv7nNAQ6HgMvfXu/W/23Op1tx62fb8NPOQtzx5XZc88FGPL/kAKa/skrapMqrGHNTY2CyOnDnV65qYebsaY3jo6CsQQrE3zyxJwD4tBusdofksAm0KtVbpjwAfH7TGDwwox80PAcNz0Gn4aHhOWx88GxsfPBs/HzneHx202hE6zS47O31eFQmQehJhdOJkRZnwK2TeyErIQo6j7/Lzo23bOe7v9qBcQuWY9T83zHsqWUAgL5eAp2JMTqsun8KFt09ESvvm4KM+CiMzE3B8nsn4+JhXX0eqzd+uH2c9HXuvIWY/OIK/OVdMaB41Xsb8eD3fwb8Wf5gmaG90mO9Owr92GKCIGDJnhKc1S8DU2T9erwxoXca/tjvv9cJkyVc88BUqeImKUaPVfdPwetXDYfVLmDIE0tDHiw/WWWE1S5IQYPemXE4VtHoliHeaLbhrJdX4nVnMMUXTRY7pjqrubxVLEbpNFh41wR8cfMY3O1RIQEAt09pLtvsjzN7puIRZyWr3SG4BbbbQ63RirJ6M0Y45U/bmkRhdwh48PvdyE6M8ilt+NIVQ92CS9tPuldpNVnsOOdfq3CotEF6Xn/cWYTceQulf8FskO2LAyX1yEuLhU7DIzlWjxi9ppkM6/ojFZj0wooWqwv2F9fht72lPoIyrmC/P5lYh0PAOf9ahaJaE9YfqcRdsrm/I3n0p72IN2jROyMOVrvQrBLdbGUB8JaTwU5UNuJAST2m9sto9rMnLxzk9v3gJ5Yid95C9HpokfTaBT4CEgCQHifKD7c1CbPOZMX45/7AwZJ67Cmsw4lKo9+9Ovs7w7sne/2bLPnGl8kpl+jNTowOSJIWAJ69eDD+d+tY3O/0o/TOiMNPd4zH97I1xh85KTFuyTm7C2vx3yBKa7JzkZ8RhwZzcCpOAFG+W/7spMW7y/DK55gtx6txxYhuuGlCz4A/f/NDZ2Nw10S8+JvoY3rq130BJaP4g52LrMQoSdXA4NEjk113h4/zVN1owdkvr8T8hfuQO28h5n2/GykxeimJhCXZtCfRoKOw2R1YcbAM452Bsn7Zotyn3K53JdR4n0/kkuj/d26/ZkongNjnsFtytN+gzIPf78b328XAzz+n9cEjs9x9Nv09bMJpr6zCi78dcHttxcEyXPfhJvzf//7Eh2uPYdWhcpz37zWtuudPVRvRMz1WCjI+8oNv25cIHt6tFYLopERp3aP5i3YX4/01R5GXFovFMq1decZo38x4xEdpsaewFv2z4rHlRBVumdQTw7sno6CsHmN6pvpsUOyLrk7n900T8rCuoBKv/VGAuX5kNABx4m+02JEYrZPkR95bfcStMWxrqTVacf4ba6So+rqCSlQ1Wpo1tvTGv5cfljJijlcacceX2zFryKw2j4XBpCpyU8UmyT/sKERBWb20SANiqetnG05g7vQ+XhcvT5bvL8VNn7icg19sPOkzM0kO0yAHRJ31rSeqpWzBGz/eIkmlTOydhvR4g+QQai2e8niBZB16YncIWLq3FEO7JXqt9ojSadA1KRqFNU24eFgXXHNmD8RHabHmUAWMFju0Gs6nJjjjgiHZaDTbUFpnwqu/H3bLfrhpQh5i9BrMGpKN27/YjmcW7odBp8F1Z3ovsxaP2wyOE3WC3119BN9sPYWLh3uXwahstCAjwX9g6Y8DZYjS8W5SPEwP/PNNJ31mXB0sqYfVLuCKkd38fj4gZpqnxelxqLQes+DaTD27aD+2HK9Cl6Ro3HVWfkCZ/2abHYU1TeiRGoP4KC2e+GUfzhuc7XaczEj1DAgcKBEzFplz1h+9M+Lx6YYT2H6yGvMX7kefzHg8ddFA6DQ8KhvMuOUzsRngFSO7ufWryEiIwpMXDsRFb67DhOf/wFMXDsR1ATw3ALD7dC22nqjCDePzsGRPMRwCcJ6Xhp/yShlAdGDvKazDNR9sxB1T8zGuV5pUUdJStZTc0e3pXGQVU8v2leI9Z8DweKURt3y2DdmJUUiO1ePLTScRo9dgXC/3LLTxvdPcxtpaftlVhMNlDfjryBzpesYZtAHJaNWbrDha3ojLR3Rzy9qd3Ccdt0/JxxsrCnCgpB79vUg8hJJVh8rQZLVj5qBs/HfzKa9yXC8vO+TlN0WKa5tw55c7sO1ENebN7OfW/6clDFoNBgRQmeqNOIMWL14+1NlsutzrPSnno3XH8NXmk14rW164bAge+E50PD96/gBJTvDvk3q6NY+Pd25c1xVUosliw3Vjc6VMbEC8rzW8ePysH8nVo7tjZK679JScWIMWXZOiA9q0ssDjRzeMbvG9rAfJK38ZikveWi8FYowWO37eWYTbnA7Yfy8/jK0nqjF9QKZbhcySvSVYstdlS60rcK9YyUl2BUtZgGbhn8V482rxNdZk3BRA/yjAleHPKuPiDFp08ZCclTPfGRwFgC/nBFYVAgDf3z4Oqw+VQ6fhMWNgFk5XGzGht/dsVZYAwf5/65oz8M3WU/hs4wmc1T8DU/s2d96x4FZmggEankOfrHh8v6MQJ6qMmH/JIPTLSpDOjWdQxmZ34Odd7gkNcybmYUhX73aEp0wO4LsiwB/Duye7PQOsETIATOqbjm+2nkZJrQkOQTwHvhzcLbGmoBypsXqMzkvBrlPNK3BclTLNnQbvrzmKkjoTnrhwQIu24ujcFHy3/TTeXFGA8flpzST9DpbUY11BJW6akOcmiwyI57RHaqzkZP7bfzYjIVoHq80BjhOdmKw/3LOXDMYgH9cmUFiSBas8y06MhtUuoMpoQUa8eN8V15pwtLwR76852kxuSs6qQ2Uorzfjlsk9MchHtW3vzHj0zozHmLwUdEuORpROg7udx9qauRsQ1+bzBmfjGeezeN+3u3D5iJZtr5ZgST4je6TgXRzFA//7E7/eNcGvFJ83Xll2EBa7AzdNyPP5nmi9BuPy0/DB30bi5k+3YtHuErf5+uEfd+OQc46/eFgXZCZG4fd9pW5B9Nkfbca1Z/bAtX5s5PYgCAJWHCjDOQMypddi9FoYPQIQCxYdwMkqI+pMNq97v9I6E57+dZ+kDuEtgSIxWofnLh2Med/vxtXvb8KsIdmY2jfDrS/KxqOVuPurHVIW/bCcJPyyqwgGLY+CsgbcdVY+zu6f2eyzg40gCKhoEPtypMqStlgSBeCaUwKRu168pwRROt5rP8oBXRLw7nUj0GSx456vdzb7+byZ/XD5yByfn63V8EiLM+DhH3djfH6q17nbG++uOoJGix02uwOFNU2Y8epq6Wd3fLkddmG41/0eq1gY2i0Rr/1RgB92nMYlw13PZkvr8uLdxUiN1ePGCXm4eaLv58eTxBgdRuamYEi3JOg1PKb2S3fb8wfC0JwkfHj9SGmvP+/73YjWa7CvqA6zx7eccOcP1muyd0Y8rHYBZpuj1fOeN6oaLRiZ63rmhnVLwktXDMXQbokoqTNhXH4avpwzBle/L8paPXnRQJ9ycN7ISIjC85cNwe/7S1HVaMHH64/jji+346pR3ZGZGNUm/1FxTRP0Gh4pMXpcPaY7Hv95r1Tdy2BBGZuPxJc/C2txpLwRR8pdfeBeuHyI9HWP1BjoNBwKyhqa7cf88eWmk/h22ym8fMVQ9GyDTdMWNh2rQrXRivMGiXuJ7MRoWOwO1BgtUq/LQJUEolvwmeQkx/it5v3KGYic2jcdt03p1SxZc/qATDw4sx+qGi14d/VRmG0OvLniCMxWByoazNhTVOcz6PPq74cxOi8FLy09iLnT+2Bib9/3TkmtWMXLjv/nXUV4TeZXJUIDBWUIRSHfk608WIbbnY3VdzgzScf1SsXFw7u6BVk4jkPvjDhsOV6FnadqoOE43DalF5Ji9AB8l9UGwoT8wBdEVrEhl7To2kJlQ0ss3F0sBWRG9EjGthPVKChrwOg8384gQMxC/beX7LtvtpzCX0b5NjADobLBghi9BtF6DWYMzMSLvx3EqkMVbgbac4sO4PsdhfjLyJxmm2NvyAMy90zrjVd/P4wGs81nE2YGkxy57sweePyCAejzyGLpZ6xyCnAFb8bkpUoBlYKyBmw8Womz+2e0aAxWNVqQnRiFigazT436DUcqkZ8Rh3SPTBpAlABadagcFQ1mvPe3ET6zXR+/YAB+2FGIJy8aJDnBWyMbxHEcrnI2bcxLi8UrTj3tu8/ujWtkGrevXzUc13ywCQsW7ccVI7r5NF6rGs1IjtEjMUaHWyb1wivLDsHhELyOvyUHdm2TFf9adgijclPcAgsankN2YhQKfMjHmKx2vLWiABwXuGNqWE4Svth0Eimxekzuk451Ryrw3mrR0X+sohGHS+vxwd9GoaLRjDO6J/v8nOMVRtgdAvpkxksO/zdXFODJi1zZdcyR5GnUVTVacMvkwIKAvTPjYHcIuNSZIb7tRDXMNjt6Z8Rj9aFylNSZcOP4PLfzxhiak4RBXROwp7AOj/6012dQhmUkxxi0OFBcJ/X7SIzWYe43uwAAX805022TDojzMOBqMhzj3HCsK6jEuoJK7H7iHPzidDhaW8hsL3XqEj9wbvMA91DnpuGer3dIgawrRnRDab0Z5fVmKSjvreIjznle3l9zDNMHZMKgDXxTVN1owT+cfcMeOd/V5yYlVt+iVKEgCHhhiZjhdr2X83732b3x6YbjeGXZIVw1Ogdn9Qu9Q4Oxp7AOWQlRyEuLRbRO0+rKwWd+3Y9tzh4Ql/oIxIaKC4Z2wTurjuDlpQfROyPOZx+pzzeewJO/7Gv2eveUGMyZmIe/jMqB2WZHTkoMJvdJR2mdCZed0Q19PYLiTL7svm/F5+Ds/pn4bvtppMUZUNFghtXu2uBvOir2DgrEaZubFoPTVf6zHh0OAesKKnDD+NxW2QsZCVFYdPdE3Pe/XVLQ5dutp8BzoqPo38sPIylGh3euHYHNx6qweE8xjBa716x3Lc/hkuFdodfyGC6bD7slNx8Pm+cDyVAGIFW9yitwshKjvGb5CoIg9Tu775w+yA0goM04o3uy21zuLVvcF1P7ZWBIt0QsP1CG15cfRpPFjpmDstyCBMzpwwI5eqcjeduJajz20158ftMY6Zx4nhtvsnEPe2RIhoq/jMpB/+wE3P7lNgzqkohYgxa3TemF1Fg97HZBCtA99tNevPyXoW36G3sL6zA6LwXdkmPw1eZTKK5tcrOp2JztbQ56dpG4DgXi4MvPjIMgAC/+dhAv/nYQB54+1812uePL7W5/zxsf3TAKj/ywBzwH7HJKr3oy+6Mt2PrItBbH44uj5Q14YckBGLQ80p1OD3lFMAvKsEpAf8GoAyV1ePD73eiaFI0HZ/b3+T6GVsPjL04ncpPFJiW9tJashChcMrwrftghZvXuPl3bpmQkOYdLG8Bz4j6uX1Y8DpTU42SVsdXOuZ92FiEtTo8bx7fsVJ42IBPXj+2B/6w7htQ4PQxaHuPz0/DDjkL0zojDyNwUPH7BAETpNLh1Ui88v+QARuel4OWlh2C2OfD2yiPomhwNLc+hW3JMQEk2gVJttKK41oQze7psrliDppk8LJsrG83NgzKldSY8v+SAFJB54Ny+PgMDV47ujspGC1787SDeW30U760+iuPPiYl69SYrrnzPpcQwb2Y/XDOmOwY/sVRaM276ZKv0/lDCnt8ZA7OQ4kzW2XCk0u24WPAhkJ5Hi3cXY2rfDK/2M/s7gPjc/rizSFKDeP6ywfjrqO4tfv6NE/Lw3OIDuP4/m/HxDaO9rlurD5UjPyMO+4vrMLlPumR/++Lur3ZgdG5KMwWF4loT0uIM6OVc3/759S63oIy/XnhHyxtwvNKIBZcOlvaJrUWv5TFnUtuSGwHRtrplUk+869yPsZ58P+woxIJLByMxWocuSdFuEsWBUFJrhobnpB5t209WtypY4ItKjyRYnuekADWzS8f1SsPdZ/fGWf1832P+GNAlQUpisjkc+HzjScnn1Zbn7USVEd2So8HzHHhwOH9IdvP9uXOr5qua/PONJ5q9Jg/I6jQ88tJi3ZKXWsLobGQPAH95dwPmTOyJUXkpfvfgwWD7iWokxegwqKt4juWS6Swo4c9mWF/g6gV3/pBsv9XKWYlRbskvvvi/mf28qmfEGrS4ZbKYWPXrn8VS0tUHa481e68ncp/fdR9uxs7Hpjv9oM0prm1Cn8wM5Ka6/HM2u8MtQeKXXUXokRrTLKBHtJ2IlS976623kJeXh6ioKIwYMQJr1gTeiJroHMx2ytwAYt+Gn+8cjy/nnCltOOQM7JKIlQfLsWxfKXpnxvuciFqLXsvjeWd/gT9P1/iV05BnlP/DmfWWGtfcQd8aWEPZJy8ciK/mnIlonaZZQ2lvvOAsUf597mR8dtNoyYHwwHd/Yl8rmld7Q16pk58Rj7Q4Q7PMLpaF0drm0s9eMhjTnAv/kRZ0OasaLfhxZyGGd0/C0xcPglbDuzVa9sYFb6zFgZI67C+uw7RXVuGRH/dgwvMrWpRJqWy0IDVOj8wE786kOpMVV72/UTI45OwprMWtn2+TMiSG+VngzhmYhbevHeGzb0xruGhYV6y6fyo2PTTNLSADiM/Ld7eNg9Fixyfrj6PG6N35LDdIe2fGoclqbyaTxc5cS1UKzy3eD7PNITn35dw8sack2VDbZEWj2YbiWrGZ4v3/+xPLD5RBEALP+Jw5KBsVDWY8/vNeTHlpJR52lub2TIvF7VN64VBpAya9uAKXvrUeZfUmWJ367yW1JrcSYJblnp8eJxlQiR5ziySjINscWu0O1DZZpSy/lvCmE//99kI8v+QANhytxOjclGbSdHI4uIzEgrIG2B1i03MmKVdjtGDxnhLc9sV2XP+fzW4bQhaQAYCr3t+I09VGNJptUuXPmsOiQcqMtViPTce/lrkMQX/yZbVNVmw7Xg2eA+Z4qVhLjTNgZI9kWO0CTlc34emLB+HFK4bi0xtH48s5Z6KvcwN0vxcZSp7nMKRbInadqsGaVjZTfuSnPXAIwF9H5rhlYuakRONAif+58sedhfhs4wmkxRm8ysrotTyuHtMDaw6X48aPt2LbiZbn7mBRXGuS9M6j9a0PyjApprQ4Q4sVcKHgvMHZOFLeiOn/Wo2SWhP2F9fhZKURgiBIGcaPyOSmxvVKRXyUFp/cOBqrH5gqBSevG5uLKX0zwHEcHjqvf7OADIBmDoA3V4jNPq8aLdoa8sbtRqsd5w7MCmguykqI9tqMV86R8gaU1ZtxdhsCdokxOrx77QikxIoZkZWNFixYfECqCLp3eh9oeA5je6XiqYsG4aUrhuK728YhNzUG/5k9EoAYvD88fyZevGIo5l8y2G2jyPOclD3HJKrY8QTiDKs1WqWgJevLBYiZiizIUdlgRlWjpZk++R1T89GRpMYZMP/iQdh+sga3f7EdW467yx0V15qQGK2TnC5y+avUWL2bHJvZ49x86Vz7L3Y29vUWlA4lg7slYs0DZ+Hta0fgpSuGold6HJJi9HjnuhHSfPrd9tPYdqLaTS4yUIprm9AlKVoKANz0sbskIktY8ExckH/fI7Xl5J2+mfHoLkvy+dDpqLDaHSiubZKcqZf4CSJP7ZuBdfPO8irzxWIjFQ1mnKoyer3HmbRMdaMFJqsdJbUmNJptqDVaUVJrQmWDGbd/sR1HyhthtjmkgEuqF5nWRmdllS8fj8XmwF/f3Yhqo9WnjeaPv47q7rffgz94nsO//joMz1wsJqBc8MZa7CmsRWWDWbItWrumbDlejfyMOMQatJLagbdknjI/96DRIlbe/d+5/QKW8rvM6UR98beDeGbhfsz89xoIAvDJjaOx4NLB0lyeHKvHc5cNwaVndMO6eWfhrrPyUVjThBs+2oLrPtyMqS+tDKh3YqCwuVS+/sTotc1kO2ubxHPkrRr0ji+2S3I4o/NScNtk/1J1d0zNx73TXXKbFQ1mHK9oxI0fu/bbD87sh1sn90J8lE5aA4MNa5TuDflemiVg/iar7gS8293eOF1txK7TtZjZQsUtAMw9py9ecQame6bHBhSQAYBbnef8eKURj/3s6j1hdwjYfboWaw6X42//2Yxxz/2Bmz7ZirUF3m3Ul68YKv19ALj2w03NKkpL6pqQnRjlM+nA7GfP/Z914nw5Kje0TvCW8FwfAVEm+qZPtuLydzbginc2YMfJapyuNgYs5VVS24SMeAOG5yQhLc7Q6p6E3mgw21BvsiEzoWU/ztzpfZpVbraFxy8Y6Kak8ceBUjQ65djYvGiy2lHVaEFxbROKa5uwp7AWewprIQgCjpY3YNuJarf9SJRO02ztZb4Zb8GIw6X1WLavFMNykjDYmXw0e1xus/f1TItzUz/wR3Wjxa1fTl2TDQsWH8Clb61HUU1Ti9KM7eFwWQP6ZMRLazHzaRyraJTmWn++qvmLXNXbf20hqTk7MQrbT1a7HY/JakeN0eJmIwYS3PdlJ06Q9Sva8OBZbt/LucpZveWJwyGgsKYJXZKioNXw+ORGsUJfnnBc22TFXV/twHUfhq+vmBqJyEqZr7/+Gvfccw/eeustjB8/Hu+++y5mzpyJffv2oXv3tmUHEB0D84fKHaMfXj+yxZLpGQOz8Jkzsn/ZGcHN6mVG4YVvrMN7143wuclhDX1T4/QYm5mK3hlxMAco8eGLkjozuqfE4HrngjipTxpWHyr367AQBAGrD1Xg/hl9kZ8Rh/yMOByaPxPDn1qKaqMVS/YUt1laBhCNJ3njO2+ZXax811MH2BvMcfzG1cNx/pAuaLLYoeE5/Hm6BkP9GDmzP9qMPYV1kvY1AFw9pjuuHtMdJbUmnLlgOV66YiguGd7VTR/43FfdA7R2h4AP1h7F3yf53syIurIGxBm0XktHNzuzp73tEc9/fa309awWsiw6kl7pcchOjMKCxQewYPEBrxk58gAcq1I5VtHoVv3ENqktyQhUN4obrRE9mm8IUmP1aLLa0WSxY+iTS9t2QDKmDWg+X3AcsPieiTBoNfh+eyEOOHvOjJ6/3O198mf8cGkD0uIMSI7V47IzuuGzjSeaNUw02djxu551JvEnb67qj+RYPZJidG7OXzkXDfcvW3fuoCxJqnDaK6vw90k9sft0LTYcrcTx52bhpk+2SlUPLTHh+RUAxPN1bMEs1JmseHBmP+nniTHuAUO5s8jm8D3fPfC/Xfhtb6mz7N17vsi4/DRsPVGN7Y9Od3N667U8fvvnJL/j/umO8Rjy5FIcKqv3ev19wcY/rHuS2+tT+2bg+SUHfFaGmax2/N//diM1Vo8tD5/tM9t53sx+uHF8LkY/uxyXvb0Bv90zyWtgINiIm3fR2ROt08DoZ9Ph7RiZw+SiYf7vvVBx7qAsSWf7zAWuZ/TJCweia1I0bv5UdPxO65+B3/eX4YubxwQklemNhCgd1jwwFRNfEO/9NYcrMK1/ppTBN/GFFdL8aLLYkRZgsDU7MQobjvgPEjKZo/7ZbbsneJ7D9kenAxCTGnLnLZR+5k0yb0SPZKy8X2y6G0gWZk/n5vH1Pw7jqYsGSU4ib44VT5btd1WIyDNIsxKjsN8Z8BzxzO/On2skR+2K+6a0+Vq2h+myeaOq0d1hWFDW4FbJdNrZl2Fi7zRUNlhw8ZvrAAAGLd/MUXikrAG3TemF/zu3H16VNfftDNwxNV96zi57W6zU3PfUjIAzfgVBQLFTCoNlXfIe0ztzfHg6gFgfo+9uG+dzTZATa9Bi9QNT8cyv+/DB2mOS7fjy0kN4Z9URAMDif0wMSCqSVSB/dtNoN5mPYxWNmPrSSkx8YQVmDMzEu9eNlH624kAZbvxkC5beMwnT/7Uaeg0fcMVYSlzzoExLlTIfrTsmOajPHdSyUzkU9JY5f5ktO6lPOlYfKscZ3ZPwfQCNwhmrDpVJSXXMrvSsRv19Xylu/nSrz3Vyb1EdBMEl4xgIQ7ol4arR3aXEKECcb7Jb6OPorRry43XH21UpIIfNpfJxxOo1UrCOId4fzfuqAGJQBRDXwQ+uHxXQ373r7N7ITIjCA9/9iZHO+VeOPDN6waVDcMukXpji7GkUDGqbrJj4wgp0SYzCunlnNbv/5UGZOIMWFw3r0iw44ZIv8//8LdlTAr2Wx1le+sl4Y2RuSpuqE8b1SsX6I5XYeKQS9SYr4qN0+HLTCTz6095m75UnnAJiAOiPe6dI38dH6TDn060oKGvAmQuWY80DU6U9V3GtCVkJUT5VA0x+9mEFZQ2YNTi71bJjwWZEj2R8vP441s07C399dwNOV7sHXgprmqS+cgDw3W1jMaKHf3WQ4loTshKjwHEc+mXFt6qCwxdsr5+f3nHnS6fhseSeSWg02zDm2eW48eOt+OvIHOSmxeL5JQew98kZuPmTrdhwtFKsgJfZ9Q+f118KIEySrWni+9yfE7YWe+sNyCrG/zN7lF+p/OykKClpryWGPy320euVHovl905Bo9mGgY//BgAY99wfmDMxL2TVw4fLGjBctr9jCRJ//2wbhuUk4cc7xqPJuRZ7KqyW1Zmwt6gOr13lXU7Qk7w0sZr3q80npcSwaz/YhK2y/fd3t40LSM3homFdccGQLuj50CJcMaIbEqJ1+HDtMXx202hc9f5GbDxahezEaHwu62sEiNXpj/20F/uL67D+SEWzirHT1U0wWR1SpZc8YYT5O+uaXEmyRPCIyKDMK6+8gptuugk333wzAODVV1/Fb7/9hrfffhsLFiwI8+gIf7D5kC00T144MCANW1aymplg8Ksz3BbkTuS9RXU+gzIrDpYhOzFK2sRE6zVosgbeDNeTaz/YhLUFFRgjkyrLSY7B4TL/jU6rGi1ostqbGW3r5p2F+//3J177owDHK41t1o88Ut6AnumuKL+3zC7muA5kQmeLNZM3idZrMLZnKpbtL/MqxSQIAqa+tBLHK424d3of3OBFwiArMQo7Hp2OZOdi8+cT58BsdeCv722QHAFy1hZU+g3KlNaZ0TMtFn2y4vHq74dgttndFlVWVeDpsK/36DPyr78M8/k3wsHTFw2SnJt2h+DW9LG60YKfdhZJjipmnFXLnPAOhwCrXXxqW9IyLqxpwrT+GV4lJ9hnP7d4f7OfMVqThZQYrcOOR6fj0Z/24Nc/i/G/W8eie0qMdM3eu24kJr24wuvv/v2zbZjUJx3xUVrY7A7peX7iwoH4eVcRGj02xqxKzC0o4wxApcQGXvHULTkaNUYrPr9pDIbkJCJap5EyI5Nj/H/ObZN74Zox3TH62eWw2BySVBsAnPH0MjdHUEKUFnUmGz6+YVSzzaEcQQDGLliOeg8dc8+snO93FGJSn3RkxhtwyCNgWdVowRnO5xsQHfyPXzDQ59/8x9m9cdOEvDZpQXMch/yMOLeg6XUfbkLXpGg8d9kQr7+zv7gO6woqMWtwNq70yIBiPQDqzTapcu2DNUclnX3Gu9eNaNGBnJEQhdX3T8Xkl1Zg4Z9F6JsV2kz5AyXicbFnLaaFShmj1e4mFXmqyoi9RXWYf8kgXBlgtmiw6ZUehycuGIAnPOTJHv/Z3cnx9rUj0GS1t9uJL3e4n6wyYtaQbK+OYqPVhqgANcOzk6JQWi9mlnu7p7edqMbtX2xHQpS23VW1jD1PzoDRbIOG54LymYO6ij3QyurE4yh1BusCcUYv3VuCYTlJ+PQm91452c6eMnIno9Fix02fbEXPtFg3SYWOJClGj40Pno0zFyzHrZ9vx/t/G4npAzJhtTvwx4EyXDPG9Sx0TY7GodIG9MuKx/trxAzkd64dgXdWHcGvfxbjb2OrMDovBUaLDUW1Jq/VkJ2FvU/OwE87i6RK35HP/I59T50b0O/Wm20wWuzISozCuPw0DMhOaCaf1GQR7xXPbFSpErUVUnOAGOjecaoGH6w95ibrkRCl9dqvzxt9s+K9ynvkpcUiM8GA0jozfttb6hbkZEz/l9j/oaVnIF42p8YbtNBreFTIqgNYMpO3meuhH3bjy00n0SM1Br/cNaGZbdlReJOOXH2oHACw/WQN/vn1TrGv5PyZeGnpIWw/UY1vbh3b7Heu+3ATKhosUuZ1UoweHNe8UmbX6RoAYtauZ1DGYnPgqvc2Ii1O3+qeP09fNBDzZvbD/uI6XPneRnRNim5xzeiTGY81D4gBbLtDwH3f7sL8Rfslx+cN43P92jNytp2oloKeDI4TZRDl83SMofl+ipnlDWb3/cTmY1U4XmnEJcO7Yv4l7g3rW+LyEd3w4dpjOCiTDd744NnQa/lmjtjctFg8fdFAPPrTXtQYLW1WoliypwR3fbVd6mNRVGtC3oOuhLn9T52LaL1G2jcyKfA4g7ZZQIrtN/gWruGi3cWY3Ce9RSns9vLRDaNwstKI6f9ajSFPLpWcu2N7prpJaXvyz2l98Lex7koG0wdkuvUpOVRaLwVlTlYZMTE/DVE6DR6c2Q8LFh9w27uxudYTx/+3d+bxUZX3/v+cM5lMQiBhCRDCjgKKLCqoLCriinVtb7VWa0VbvdatFrVXbatIi9rW2tvrbbVVr7T9eau1ahe3C1artaIigoIbiCIohJ0kBJLMzDm/P848z3nOzJnJhISck/N83q9XXiaZIT7nmWf9Lp+vZePDukZcNL2f7+tdyRmTanHs6P6o6hHHM98+Bn9cugE/evp9/PrCyXjxgy14ZOkGnDtlCP74piOb93/vbm7TKbOxfq90bh44oCf+uWZrh9v5waYGRzZ7QNtZDZ1NRaIEL1w3E/P+9i4efXOD/P3E2xZJyTGxn47o1wPlpSWejA5vpoyZk0El/m32vPrvF9bg7c/qcfGMEW3WLh5UoDagippd+JuvT5HPt/wHJ+GoO5w76/3//AQlMRP/MfugfH9mn1jw9Ht4f1MDzlXq0VYqiggrMhKm4n6U7eQVdcfy1f/L5kuHDcbvlqzDD/7yLn7wl3ex9vYveBwygFMPqlhM08DKeSejLB6DaRj49omjYRgGFl58ZF7pua8dNRyzD6nBCXe/JNcQwUXThuPYTJ0iYdsQcm5qgEQxAdWk/WjnlGltbcWyZctw4403en5/8skn49VXX/X9Ny0tLWhpcQ/KDQ0dk3ciHSBzkhHe+6F9i9MVjcdMPHX10ejfK9HpEZZl8Rj+fOUM3PDY2/jF39dgQGUCzUkLr360DVsaW/DIZVNRkSjBum1NGDeoUv7/90XHX2DbNt78dAfOmFSLK2e5zoK+PUsL1u5oaE7i1F84mSDZUWA9Sksw44BqPP3OJvz17Y342tThbdamAYC/rPgcO5pacfGMkbBtGx9t3o2Tx7mOKb/IrkTmAtnQhlNGTeccUe0aYg4f3scT1aZy29/ew7rte3DmpFp867gDPI4ElT7KgaKyLA6UAY9fPh1rt+5GPGaipqoMR93uRGAvX78T8/76LuadmXvBevqdTVixYRfOO2IoDhjQE81JC+u27fFcGMXlOtsxcX/GOP7No0fivCOH+WqIBskUJY19xp0v4KtHDsO3T3RkPT7NkgLpURpDiWl4PtMm5fJYKG3+T8s+w8rP63HJ0ZN8sw7E4e8Pb2zIeQ0A/nT5tHbrjgspigunDs8pyD2sXw88dvk0rN7ciLRl45asaDZhdOhRGpNZaaL2jXpYSVu2lExRD3Pi8qzKYbXFz889FGu27MaMA/vlpFm3hWka6N2jFI9fPh0rPtuFlmRaOg/EenHBUcPwxcMGY0R1BTbu2ouJQ3rj9984Ehc++AbK4iYevWwa3t3YgN8tWSeziIRUnzi0AY7UxiOXTcV/Pr8ar2UyxI4b0x8fb9uNtzfswjuf7ZKRlqs+9xZ9HlldUfCZYqbRIem+QVVlMsOjOZmWUVz5nDJ/zujl33zawTn7hmhHw96k/P7lrKiwWWP7Fyz2rjKsXw988bDBeGZVHeaenN8ps2tPK659dAX2tKSRiJu4+9xDfetU5eP1j7dLZ9slR48AAJSVxgrK3+xu9tbvEtGlZx06OO/62hWcd+SwHKeM4N4LDseAygTiMbOoKPu2ME0Dj10+DefctwQAcMmMkfh4a2605d7WNHoUaSCdOqof0paNf67Z5snCEAgp0mIjnIuhZ6Kk0w1QE4dU4cPNu3HTEyuRtmyMH1yJl1dvxQd1DTLjoKE5iQsffAM1lQnce4FTN+29TQ04bcIgzyUYcIIm9rSmMT4TKfm1qcMwtqYSpgEcNrRPIFkyatsEl/7uTRx/0AAsX78Tu/YkcaqSrfD/vnkUtjS0YECvBEZW90TfilLMHl8jHRuL36vDkSP7YntGkm1AERIoQVGRKMF5RwyFDRvfe3IV9rSmsWHHnqLqAQqjTE1G4nBo33Lsbk7hly9+hAmDq3DsmP6uREjWefijLbsxsDLR7jW/JGbiJ1+eiL8s/xz/9cJH8vd/uGxqu8ZOPuPy4cP6yBpmxXD7FycgbTlSZYYBjOxXgX49Ex6pVsMwMKxfD4/cS7bsr8r/vu6cf6eN6pczf7qSvhWl+N9Lj0KixETacmoBAM6Z9rFln8maM1/81asyW/eJtz7Dlw4fgh/8eRVe+GALrEw2FeA64GKmgT49cu8zIsvMb9t5de02pCwb3zvt4HbvSyUxE1XlJqaO6of7vjbZc98ohDoH7j73UE8wz0P/Woc+PUp9pfAee3MDmlMW/rVmGxJxE39ZsTHnPScdPBAXThvueZaK0lzlAeF4yJYve+Ktz1BiGvj+aQe3u5aFaRp44KIpeHnNVpTGTIyrrcypX+Jp67ga/OAv7+LUX/wTj39rertqfqQtG//++zfx/PtbcFBNL1w4bTgGVZWhYW8K1z66Qr7vpdVbMHv8IDn2xbrQs8zPKeP0UaFx8MelG/DW+l34+Vf2rVZWe0iUxDB6YC88NOcIvF/XIGU7f3j2IUimbexpTaHENHFWJqPy/q9PQTxm4JjR/X2fYfoB1bjva4fj8v/3FlZv3o0TDh6I9dv34OOtTbg+c34UY/Pxtz7D7uYULjl6ZF4ZpuUbdmLnnmReqaOuRmTcV5bFcfGMkRg9sBdmjumPo0b2xZQRfXHq+BqcckgN/uvva/Cblz9Gnx6l+NZx+QMnP97ahC9lVFJGD+yJ37/2KVpTVofu3H//YAsmD+uzT3ViOoMBlWU4fFgfPLPS3YuyDfHXnzwGs8cPgmXbWLpuBx5f9hneWr/Ls24J+bL/+vsaTBxShePGDpCZIdlOiLsWrQbg1vgsRE1VeUbiLZn3rpu2bHztAccxcO2Joz3Bwn0qSvHEt6Zj+YZdeHTpetz7j7VY+Vk97v7KJFl3bV/ZvrsF/3bvq1iXqe+i1qFWbRAiwFgoCWSfUdZsaURpiVnUWUj87bvPPRQn3v0SAGD6nW6W/5iBPfGzcw711G0pBrVvxVmgUOCiaRoYUFmGu86ZhH///TLPa79d8ikG9S5HhZIpKuvd7fZ3ymTXmiH7jnZOmW3btiGdTmPgQO8FeODAgair8z9k33HHHbjtttu6onmkDcR205hZEHomir+MtDdyqj0cOrQ3LjjKMRCJ+hSC7z7+Dkb064G/Z0VSlpfGcuQaGpqTWPTuZlkozg/btvGrf6xFc9LCqeNrPIXe+1WUYteeZN5Fcvn6XdiSMUr6pearetzn/noJbjz1IFx2zKi8klovfLBZFuKra2jGx1ub0NiS8kQ2+kV2lWT+XiGnjG3buCGTJnvDKWM9mSejB/TE1saWnKishf/6RCkEPLbdG0WfilJMqXCNqC9efxzOue9VbNvdioWvrsOhQ3vjoEG9sGHHXqzYsBNfmDBIFo89beIgpDJZIWu2NHqcMuJy3ZgVySYuqf9x6kGdYjjsbHr3KMU1xx+I/3rhI9Q1NOPnz6/GjqYWWDbQO3NoFhI+hmGgsjyOBuViqG7czQVkBP729kYYhltQM5sxA3thzvQR2N2SwpmTavHsqjoM7l2GlZ/X4/qTx+Yt9N0WPRMlOGqUf2TYESP64oiMQX1ArwT+tOwzjBtU6THy7GlNewrf9yor8VyMP9+5Vx5qH/rXJ7j2hNEwTUPO+x5FRtQDTkTqvj6nYMKQKlmMtzVt4b2NDRjSpwcampP47ikHyYuQkB88ZnR/3PmlCZg0tDcOHlSJSUN74/DhvXHPCx+huTWNv3+wJfPc3nV46qh+mHvSWGmgOfeIobgrI4Fz7SMr8ML1xwFwna6G4fjb21tjqr30rSjFum3OIdyv9pPK/71bh1+//DG+euQw3wLrwiBQvzeJoXCka15evRWDe5djWN8e6N0jntfZk48vjB+EJ976HGs2N+b9rL/35Cq8vHorzj50MJ56ZxMuXvgG7v/6FE/h7EJcsnAp9ibT6FVWIi8ilWVxvLluB556ZyNOn5ibgu84Ed394plVXRNd2hZl8RieuvpoKZtzwyljsWLDLhw1sm9RGvHt5QjFwda/VwIbduYW7NzbmpbynG1xQH/HWP9hXYN0yvz17Y1IpS1YNnD34tWYNLR3UcERQVJTVY4/vvkZ3t6wC0cfWI3qnqWOdOiTq/Cnb00HADzyxnq8vWEX3gZw8cKlOGhQL3y2c69vFsSErLPaD04fV5ScQ1fxi/MOxZ+WfYZ/rtmGFz5wM5MPUWRfB/Qqk4aD85Vzn4gKFYYcVYonzJimgQuOGo6tjS34z+fX4Pt/XoWFFx/RppNDrLPCoNszEce23U1SEm3dnafJSNHtTa3Y0tgs+23jrmbftbcYDujfE9eeOMYJjFq6AeXxGA6p7Zw7wA/PHo8D+vdEU2sK729qkMEHJxw0AN84eiRe/2QHPtqyG0+vdIqrq59/IUYP6Il/rN6Khf/6BHNmjFSCeXL3xeqeCWzb3VL0396fqPInL98wC8+s2oTLZx6AY8b0x0X/42jOr1QCMOb+8W2s2LBLSkoL/u3wIR6jXN+KUum0FIjzVHagVzJt4frH3kGvshKcfWjHJKpnj9+3OjvD+vXAPV89DB9vbcLPn3eMl3cvXo0epTGcM2Uo/vb2Rlxw1DD89e2NuOFP7xT8W188bDCuO3mMx1gIOOvGig278Psl66RSgCWCFbMcEx/UNeLswwbvc0bk0L49cupN5qOmqgxzTxqDuxevxr8+2oZzfGq75uO+l9bi+feddfTmLxwsI7UBeJwy//H4Sry8Zhv++vZG1FSWSVmdXomSHJklcZbMFy2+6N06fPfxdzCgVyLvvWN/MOugAThubH80Jy0M6V2eIxV2y+njcNzY/kUFmc0ePwjHjumPPy3bABu2vNNPz9xJxJ7y3cxY+9rU4fjVi+79ZdXn9dIu8kFdI0yjfYoDXUXMNDAzMyZ69yiV9pETDh6IEdUV+MIv/okfP/cBmlpS+Pr04XL/+PPyzzH9gH54/v0t2FTfLNU2Rg/ohbRlY932pnbJHGbzYV0jTp3QdWPHj9nja/DexgZs2LnHU+du8vA+mDSkN6447kBpvxkzsBdOn1iL/3nlE09mR1k8ho31zbh78Wr0SpRg5W2nyPmTXSPryJF98cYnO3yDiLIR47GuvjmvU2bpuh14/ZMdOOGgAbL2ksr4wVUYP7gKEwZX4exf/guvfLQN1z6yAt8+YTSee7cOpTET3z5xdLscY7Zt41sPvyUdMmdMqsUxo73OyMe/NQ1XPrwczWIPzvx3bzIN27bluWdroxN4054ggAMH9MR3Z4/FT577EJsbHHvcYcN64/ffOKpL71SnHFKD604a4wQnGk5mJeDYYw4c6NbYSZTEUFEawy9f/AinjK9xMhOV9XbnnmS7AgNJfrRzygiyLxLqJMvmpptuwty5c+XPDQ0NGDp0/xS3I4URKb9iQQjaKKSSL2r36Xc2ye/VA2KP0lhOZNOPnnoPf3zzM8wc0993kbMsG//v9U/lhTY7cknUqFAXyc927kEqbWNj/V48+ZaT7nvM6GpP3RfBocN6S/kiALjz2Q9QVmLi69NG+DpmLlEKtv76JVcSSdWZ9ovsEtFuu1vyG2HfWr8Lb63fBSC3qK8ogvbp9j3SKfPp9ibZ/wfV9MLgPvt2mc/+/zx5xQxZS0BcEITx/ZcvOjrlM8f0l4eO6p6JnLoy4vmzP++mljS+eNjgUDpkBHNPHouWlIV3MjVIfrvEe5Huo0hwVZXHsXHXXnyyrQkjqyvw0oduirhf/STbtvHW+l14afVWXD7zgLwHq9IS05OlpF7auoLZ4wdJzfYP6hqx6D23FoJnrCdK8P6mBiz7dCcmDanCUyvd6MfG5hRe+GALThw3UBoUKgKKsAKAK44rrlD2eUd6jT4H1VTil+cfDgBYt60J1z/2tq8kzOThfXD8QQNw5awDPOu0Gpn26fY9OHBAT/z5yhk4//7X8NX9LIXVtyIhI28LSSfuaU3JCKIv5Ll0qU6ZtGXjhj85DuSfnjMxR6O3WI4eXY2eiRLc/8+PMWf6yJzaXo3NSTy9chOOHNEXd3/lUHxQ14hVnzfg239Y4SsJk82yT3fItUiV8exXUYrNDS246n+X47QJg2AYhseRrhrAmpNpvL1hF3509oR9esbOZvzgKlx9/IEwDaNLir9/+4TRSMSdMVzqK19WvFMGcDII3lq/Cx9v3Y1125twzR+We14/Y2IwtSLag+pY+flXDsW8vzmZhWo/iOw6AHhp9Va88ckOjB3YC0eNzHWKD+9XgS9PHoKPt+7GzDEDQuWQARwt76mj+uHqPyzHrj2tWL15N3509viisjCEkUOsiULaNOxOGcG1J47Bum1N+POKjfjtq+twxqTagkbfuvq9MAxIQ1mvshJZ6wVwpHc+2rIbVxx3AH71j7V4dmWdrJEoavXtK6Zp4M5/m4hk2sYJBxdXM6IYqnsmcP0pbjbjL1/8CKZhyEjt6Zlo84kvrcWOAhmI2cweX4Nln+7EvL+9h7MOHexKp2QZghxszD1pjKe+RxgY1q+HNK7NHNMf3zh6JB7MSMgdVNMLa7fuhmEY+F3mHHn8QQOwa08rDhzQEz/5sjdjoW9FaU7tJiEJl+2AeOnDrbJ+SpCZdGdk6gpMGdEHF2QiwH/09Pu4e/Fq7Gl1CnDfvXh1wb9xxXEH4Lt5ZHqmjuqLJWu34Qd/eRfTDqjGyOoKmYGfLZ1bV9+MY0d3XebDNSeMxmPLNvjW1fSjOZnGG5/skPfZy44dlXO2/8mXJ+LtDbswoFcZfv78apkl881jRsrPuWeiBI0tKWxtbIENGwN6lUlHZj4JQZH9/qsLDu/yTAfDMDD3pDG+r13STnn1i6YNx/yn3sNPnvsQ4wdXon+vhLwTZ9sQFr+3GR9va8LEIVV457N6nH7PK7I+zqZdzRhYWdbtIt4P6N8T8886BP/x+Er894sfYXNDMy49dhTiMRPXPrrCI203frBznhYKK5/v3LvPThnbtlFX34zaIoOh9hdD+vTA3V85FIATSPvGJzswvF8PPHLZVF+7QlV5HN/JGnu1vV070tiaXmhOpvH8e46TNNsp09SSwvlHDUNFEbY3kR27qb7ZN8jMtm38v9c+Ra+yEtz/9SkF6+lOGlKF2YfU4Ll36/Dq2u14da0r+bfy83r85utTirIHbm1swXOrNkkHxE++PFHWMVOZPLwvLjt2FH783AdoTVl47l0naD9t2fh4W5MMHmhqSe2THfJbMw/AW5/uwuThffDGJ9tx/9enBDL3rj5hNK7OZHK+t7EB1zyyHLtbUvhaljO+qTWNj7c14aFXPsHVJ4yWgfGAcwemU6ZzCI9Fu4uorq5GLBbLyYrZsmVLTvaMIJFIIJHggAsS53Cemzqnpv8HTVk8hh6lMRx/0AA8pThiVERtG/H+LQ3eC8eOJlE8qzVnkbMsG79bss7j+BmRpc1dnZER2tzQjP69ErBtWxbmFtRWleH33/AW/hL0TJTgnXmn4Kf/94F0OMz723vY0tiC784+SBZ8TqYtbNqVP9JcTeXsUVqSE1EsDsrZBW9Vnlvl9OFEH31NEYGxqb4Zk4Y6m/szK+tQFjfx1g9O6tRD9tC+PfDBD2djyo+el+OusTmFw4b1xvKM00i9DI0e0FMWZxbsUf6dSlNrChWJcBmc/LjpCwdj3bYm32KeqsGssqwED7++Hg+/vh7PfvsY3PjESvlai0+ByedW1eFbDzuZRmGM0PJDaN7O++u7WPjqOk8EUO/yOP7x4Vb8272v4oKjhuHh170Se8IlKwzePbrBZ1+IEdUVMhI+m5hp4H/muLJLwiGtplXXZQpA90yU4K9XHb1/Gwugb4846hqa0ZqypFOmxOciIA7sgJP140dlubPGbG9qxfubGrBtdyseu3yaJ5uivZTFYzhtwiA8+uYG/PXtjXjjeyd6pGmEYfuWM5yClxfPGIEb/vQOVm9pzFuXRPD2hl34t3udzKUHvj4FJyqRbqpk3J7WNCoSJZ5MIvVi9vHWJlg2fIssB8V1BeTeOhv1Qut36d3bmm5XfYdBVWX4+wdbPBkXgkOH9sY3j+mcotH7k+PGOoa0n3x5Ivr3SiCVGS/qeMw21C28+Ii8WYoAcNc5+19SpiMMrCzDH/+9bUdoNiKbVqz9Ils4SAmq9vKTL0/Cn1dsxLy/vYfbnnoPn9xxmjwbZrOpvhnVPRPSGd8zUYKPFYmuJ976HD0TJfj2iaPx1DubPOvOjqZWHDyoMudvtpefnbt/x1I+Z/C/+0T+FuKsQwdjUFU5zv31EqzfsQd/e9sJ6rBsJ0NEzCfLsrFtd2vR8qVB8oPTx+EHp+cWaH7szQ244U/v4J6vHpbXwNevotSjYw+4Z+jdWfUYP9/lFAM/69C2iy13BdnZjSI7Otsh88/vzpJBX788/3Cc1oYT/pwpQ3HGpFpMmPd/WPLxdo/soSqPnEpb2NLYjJouNhofVFOJ1z7enuNEtG1bBlWapgHLsnH1H5ZjcSbA6fm5M32zJs+dMhTnThmKj7Y0yuwjADhsmCut3LMsjtaUhSMWPA/Ayb4T66rfHbOxOelk/n9lUtHysmHlhIMH4viDBuDUX/wTqz5vwMnKuS7bPvCnZRswfnAlrjjuQFz+/7yyRZvqmwvK04WZScrd8bFln+GxZZ/Jn1XnrTCki/UmW6mkPWxvakVr2gpVn+3LeQQAZo11AhZipgEbThH6ugZnHxbnFcHOplaZodYWAyvdTBk/Hl26QdrKCjlkAMeRed+Fk3HS3S/l2FdeXbsdd/3fh7j2xNGe4JZs53xTSwrX/GG5rOH04Y9mFwz4qe1dhpaUhTuf/QCrN+/G9AP64dW123HCz16SzszdLemiHFR+z/PARY4toZDsXlcyrrYSz8+d6fvalbMOwC9fXIutmcAHNVPGL5OX7BvdyyXeCZSWlmLy5MlYvHix5/eLFy/G9On+xiUSPG/94CQM7l0OO2PWFBFRYbvIrpp3Cu756mEAnOJqb996MgDgq0cOxUcLTsUXD3NlySpKc3VwBdkp+wAw+vvPSofMUSP74t3bTsm5lImUZyELtOrz3PpHx4xuO8vg+pPHYs2CU+XPv/rHWjz9ziaMuvkZfLKtCefct0RqJz/77WOwct7JWHv7F+SXmsrZq6wEqz5v8NSPEAfl7CgMgXCyfPXIYfjLlTNyXu9bUYrSEhN19c5F7LLfL8OPn/sAM8f03y9RT2XxGJZ+70Q8mNlEAeAGxRB40CDXQHnggJ74aLN/pky2XFtTS2qfNvQgGFFdgbW3fwGrf3QqPlpwqpQvU1Gzr277m1uHpVdZSU49nUfeWC8dMoOqyvZZMiIobj1jHNbe/gXP7wZUugf0bIcM4BRUBJzxEI8ZoYsA35+kLOfzTyiZMpsamn1lFPcX4gJ15n+/Ip0yfmnnazbvRnk8htU/OjVvFptwxv30/z7A6kwx3M4wIN7xpQm472uHozlpYeK8RfhMcWjP/eMKAG5mwjlThuJHZ4/Hrj1JjLvlOdTv8c/++ddH26RWOeAt8gl4awKJftmsXKTUaNOPtzlrW5gLk3cV8Zh37KQtGy0pq12yhH6X+kXfORZA+wucB0VlWRxrFpwqIw6l40Hph4+3NuE/Zh+EjxacijULTi3okIkyooh1RZZ8WWU3yZQBnGzHH57lZK7aNvD4ss8w6uZn5LkcAEbc+DTuePZ96XgXZGcE3ffSWhx/kJMNVVNVhk2ZMx3gGL66g+OhMxHPe/avnPX6hkxGjmpAFLJfAyvDYxBsL+dMGYq1t3+h4PnXT75MZM5k350+2rIbowf0xH9mosaDJh4z5X1oynDHgfDOvJOlQfNfNx6Ptbd/AUP79pDva8shIyiLx9C3ohRbG1swcd4i+XvVOLZtdyssG6ip6tqA0pMOHoi3P6vHA//8RP5u155WjLzpGYy62fl64q3P8L0/r5QOmYumDW9zrztwQC+sWeDcPT5acComD3edMn0rctfOtVsdx6+fU0YEt4weEJ7Ako5gGAb+ctUMvPn9E/GrCw6Xvy8tMTFACe588cOt+MKEQTLTV2VLY7PMbOhuHFRTmXMXy2b5D06SRnpR86+p1d/+UgzC0dCV95f9Re8epViz4FRcMmMEdjS14oNNjRjVvwLHHzQgJ9Nsx55W9MlTay2b0hIT/Xsl8Mn2Jt/XX16z1ff3hfi/a4/FQxc7wX6/OO9QfPij2Tjr0FpHXn7+Ytz/z48x9vvPYd5fvXVgl6/fiUNu/T/pkDmopleb92+R8fo///oEE4dU4ds+tcG6kw2nI1x/8lgcObIvfrfkU+xsavWc9fwCbsm+oZ1TBgDmzp2LBx54AP/zP/+D999/H9/5znewfv16XH755UE3jRRA1B0AnFT1g2p6yRoIYcE0DRiGgZduOA5/uepoVJXH8cw1x2D+WeNzUhOH9+uBD+oaMeLGp7FEScUEkFPcsrE5KSPNjxzRFw9cNMV3I6gqj2NgZQJrNu9GKm3h4oVLUR6PyWLslx07CredlVusPhvDMBCPmTLNF4CsnTLrrn9gxYZduGjacPzvpUfh4EGV6FUWR8w05JfK1cc7UYSn3/OKLFzcUsAp848Pt2DkTc/g8117cfrEQb5SBIbhFFX/fNde2LYtD/eHDu2T897Oorw0JqOzjhrZF9MO6Ie/XjUDi79zLL5/mhsJOKRPOTYqhgXAzYzIzpTZ3ZJGzwAlrNpLzDRQWmKiJGbi5e/Owks3HOd5/Ydnj8e9mUvBax/vwOkTB+Gpq4+GbTsHGzWj6Im3PpffP/vtY7qk/Z2JYeSO9WwD0oBeCfzrxuPlz8LAv6clFVhxyKBIZgy1CU+mzN4uvQiecPBAnDZxED6oa8Qdz7wPwNlXslmzpREHDuhZsAhozDRw6vga7G218OHmRtRmMn46imkask4TABz94xfx0L8+wYgbn8aGHXtx9fEHejIQhDHDsoFJ8xdhw47cOidPLv8ciRITz1xzDJ66+mgMz4qg7KdIBNXvTWJLYzPOz0ivAF7DhljDRKaQzmTvTcIoVihjKRuh6f5vhw/Bc9cegyeumI4xA3vh+bkzMb+IvTosqM7LZOasIjKGkmkLu1tSqO5ZipKYGWq5zq5C9EHDXkf+or2FyYNGXUOuy9T+m/Kj53H34tU4O+MA/vVLHzsR2Moar2aLC0TmX01lmSdTZqeGThlhtLdt4OvThstMza8p67HoI5Gh1l1pa8z3qyjFe5sacO59S6QTRjhpss/SG3ftxbC+PQKVLstG3If+5+Ij8OL1x6GyLI6/Xn00Hrt8Ggb3LpfP73dvaou+FQlPoBvgBM+JIA5XFrFr588XDx+MgwdV4snlzvn+1y+t9dSFAZyaQn94YwOOGV2N//3mUfi+TyaVH/GYc/fIvksfM7o//n2mN6P0w0ygTLZROZm28O+/X4bqnqWdEkQTFhIlMVT3TOT0zSOXTcUtSv9eMmOkr+zq7pZUqJRH2ovf/Jk0tDdeuG4mnrnmGPRR9pGSmIlEiSkVLPaF7Fpp3Z14zETfigQ+2daER9/cgElDeiMeMzw2mmTaQnPSatc4mXFAP9z7j7W4/+WPMeLGp/Fff18jX9uVCSJLFLhnZWOaBmaNHYCnrj4aZ06qRaIkhvlnjcdvLpyMY0ZX4/ZnPkBr2sJvl3zq2Tf+ssKVEn/0sql45LKpbf6/1KDvH5413lemtak1hZ7dXPGiGAzDwLcymb/zn3oPdy9ejXGZ9TM74JbsO1rejL7yla/gP//zPzF//nwceuihePnll/HMM89g+PDiCtqRYDAMV/5nc2NzqKNIh/erkBGB42orfY0QqsTXfzzuFOIT0eTZKfuq9MfkEX3yFk0DgGF9e+DzXXvxxic7sG13C647eQx++uWJuO3MQ3DDKWPbZTB6+BtTce8Fh3vqDwhOOaSmqNoJ/XomZCr/LzNFBoWRr8UniunWTIRD/16JvNJBgCPt8s8127BRucTvb0Nh34pS/OTfJuKXFxwOwzAwcUhvjB7Yy9OnNVVlaGxOeSL5RE2G1rTliWZrakmhRzeNsqgsi+cYd2t7l+PUCYNkFs3UUf0wfnCV7ItPM4X1tjQ2Y+mnO3Dh1OH4f984Smogd3fmTB/hKVZ41Kh+nkLFIoK8qTWNinZE00cBIWmkHsB37Ul2qdEtHjMxJ1OvQFyqmpNWTjHYNZmo27Y4bmx/bG9qweL3NndqMfYBlWW480tuzZbbFMnKbKmcI0b0xbwz3Ev3dX98G3/KyDc8/95mXPzQG/jTss9w6TGjMK62UjoBVCYP7yNlX659ZAWOXPB3z+tJRcKgOZlGosQMlfErKFJZBh+xtrcnA+7Lk4dg3hnjcPuXxuOgmkrpkDtwQM9u67jNli9rCqHcbNCIrO+m1lS7MqvCwowDq3HbmblOw//6+xpZCwVwikmr0cQTBlfhR2ePl5k2Rx/o1jesSMTkHLIsG02t6dBlw+9v1Eyiq48fLfvuvU1u1vvuliQOyXOviBJCluiNdTvw1qdOEWsRsJYtPRRm+aXKsrisgzm4d3mHJE4F/SpKpeSlKHwOAM+sdOSAhNOqq9fceMzE1ccfiPc2NWDuH1fgjmc/wD8+9I+I//lXDsX0A6s7PI7jMRP/ccpBGN7PuVPf9MQ7+GjLbkwa2hs7MvKyglfXbseOplZcffzobucI3xdG9e+Jc6a446MsHvMNhmyv7GoYefbbx+DnX5mEH509Ht85cQzmn3kIRvXvmVObEXAkzLJr3baHuvq9KDENVHeg5lnYUINwL54xAiUx0yNfJtbc9mSGXJUJyl2QCYK7e/FqucfX1TfjgP4VeOrq9ktXjx9cJe8gVeVxnHxIDb6aVf/0jXU78NXfvIbz738NC19dh1MOGYifnTMJR43q126bw8QhVb6ybbtbUoHWhu1KhMS8cLiLO+PeDswj4iXaJ7oCXHHFFVi3bh1aWlqwbNkyHHvssUE3ibSBAUNmyqTStm8tgO7E9ANyHQ47M5ED2an565Xo57b0G2uqyvHk8s8x/6n3MLh3Ob5x9EiUxExcNH1Euw+/w/r1wKkTBkkJBQCYfUgNzphU69H0bYsfnjUegCt5I6KX/A6HQvf18cunFzw0zxzTHx/UNWL5eueydviw3jh94v7Xkz73iKEema5sBmU0nJ9ducmJOm9oxvPvb5YHHhHBlrZs7E2mIxllIcZodhFFkUnwYV0jbNsp1nl0FxYi3d+UxWO48dSD8LWpzuEw27CfzDhd93RjZ9y+IjNlMk6Z1pSFlpSFnl1sdJswuEpe3gUigw9worOXr9+FAwe27ZQZWFkG23akmb4woXMLsp935DBck5Uu//Q1R+c41WOmgTkzRkppxTfW7cD1j72NJ5d/hm/+7k28+OFWlJiG52KeTXlpTEZTighTFTVTpjlptcuxH2VGZAxtwrHY6uN4bIt4zMScGSMjJWUoLvLlGWeDMBD2TOhlYPfjNxdOBuBktgHeWiHdiZhp4KLpI/A/c5wCu2dOcs9epgEZdLC9qRVja1yjmGEY+NrU4Tgi48T2+nbdM/5ekXXWDR1WHcE0DVxw1DD8+7Gj0L9XwreA7u7mfSsu3N1Qz4Ybdu7Brj2t2NLoyKbsTWY7ZfZGQkqoWEQA2vB+PfCTf5sofy8MpuIOGcQ4ETUq1Gx4wSUzRuKqWQfiwYumFLxHtRfTNKS80B/e2IBR1RU4NSOJfPo9r8j3rfxsF3r3iOPr0/QJwu1VFscNp4zFfV9zVAz8Itv3JtMo7+bG5YMHVeKLhw3B16YOx7dPHO2pNZNNj9KYVLDYFzbVN2NgZVmbtVC6E0LOb2BlAhOH9EZpzMTrn2yX/SRrobZjTz7QRyLw9mfex6NL12Nj/V589chhGD2wc2QEjz9oACYP7+M5U6z8vB6vrt2OXmUluO7ksfi3yfnvQX48dPERmHvSGBiGkSO9CgB79rGmTHekd4+4Rz3i7IwCz+ufbM/3T0g70dYpQ7ofTqaMc2OzbBsxs3sP315lcXlIsjI3UaGXnB2Bq0o6nDq+sPEvnTH8flDXiNPyyH+1l7J4DCeNG4gzJtXivgsn456vHiYNLsUwtqYXJg1xMyZaMxqU2Xq/tm1j9eZGnDN5CIZlGU6zEQb/51bVoTwew58un+67aXY1wuB7w5/ewff/vAr3vrQWAHDRtBEAXPkFoWcbxQ39y5OHoGeixFNrB3DHecNe59mjkiGTTd9M9JSIjhQIY+WeZFrWl9EFt6aMN3q+q40GZfEY/nH9cRjerwdmjnHkX877zWvy9f99w6kFVEw065A+bmTZsWM6X0pm7kljMONAx3n/wnUzcUhtbpaL4ISDB0qDLwB859G35fe/veTInKy2bKrK46itKsOssf3x1SOd2iAi8mznHjdzsyWl39jNRzxm4oKjhqG2t2MMFPtZIdk7HRDOZxF5Kw2EzJSRhmY7sxe2JK12OfHCxvEHDcSq206RxdyfuGI6Pr7jNLw7fza+euQwVJaV4ORDBub8O7E3fj1zLgK8Z3xhdO/u0dv7woIvTsBNXzgYAHwDqbq71FCxJEpiOC0T7PDuxgb85uWPM783sbWxRc6hZNrCzj1JDOilj1Pm0KG9YRrAgxdN8RiGRdS2KMQcxJpbXhqTZyuVGQf2wy1njMP1p4zFCQfnrgkdZUgf98742OXT5H1QzYTeVN+M2qpy7TJ9r5x1IGZnbAeH+GSO7GlNd8uMzX2lorREKljsC5/t3OtRQYgCI6srUFpi4pbTnSxWw3CC6W75i6NeIvqrvTaLc6cMwayx/bHuztNgGsDvlnyK/3h8JdKW7Zu5v6+UxWN4/FvTsWreKR5bUGnMxKLvHJsTJFoMs8YOkMFxfg643S16BEgAGcn2zLr54EVTZDDa/Ur9MNIx9BhJJBKoy2HKshGFzP3Z4wfh+6cdjJ8tWg3btrEjY7BX5WIAJ81zzMCeWPSdmW3+TbUA83eVDJeOcv/Xp7T9pgJUlsdlUdvWPDVlXl273Tns9Gn7sCMyap5bVYeDB1WGJmJlYGUZxgzsidWbd2NzfTN27WnFKYcMlFJvp/7in1h352nSKB1Fp8yPzp6AH509Ief3YlTX703CMIBeEXx2wMnGANx6H1WZsS+crem0HXnpkWxSsqaM89y7A5Q0cup+zcJrH2/HS6u90hpbG1swZmDPopwyw/q6jo79Fe0+sroCu/YkMap/25k7+RxDBxTxb0tiJl696QT58x1fmoi0ZeMPb6zH9/+8ChccNQyGYaA5aUUqq6OjmIYBsY3RKeNw5Mi+WL5+l+yHIKO2w4aZudSKjJDmVLpbZspk079XAuvuPM3zuzu+NAF3fCn3HAA4Bvfs9xtw+0VIYuhkKMzHtSeOxh8ywQKAk3mmS1bILy84HKnfv4n/fd15/iNH9kWixMRLq7di4avrcPGMkVrKI1527AG47NgDcn4v5svuFueuFZS0zm8vORIjbnwas8b2x0MXH9kl/8/Dh/UG4Owz/Xom4HcjrKtv1mbu5GNo3x746Zcn4oY/vYNk2kI8ZqI5AvJl7aFHomOZMmu27MZhmfEWFUpLTKz+0anyZ3FnE3Wq9iVTBgB+8uVJ8vtzpwzFI0s3AADWLPhCh9qbj4pECd6+9eT98revPXG03IuAjPxsBNVO8iGCZkYP6KWdDaMr0OcEQ6JB5sKWtrp/poygtnc59ibTGHnTM/J3qrNiT2sKC19d5yt35sfVJ4zGf73g1G7JLvoXJJXlcfz9/c2Y/MPF2CWcM1lOmZWZwpVqXY58iEydlGXjgP6Fo8C7mj9cOhVX/2E5Xl3rpHVeNevAnHo3QWUKBMFDFx+Bix9aKjNl6vcmUVkWD40jrbM5adxAvHrj8ajNRFI9P3cmjljwvCvbZ1ndXn6xvQipClFk1JU0Cm78+xkstrejuHRXGN9vOvVgX5lHP8riMbzxvROwpyUNy7bRs6wEqbS9z1r7qnykZQMxw5EmZKaMS8w03KwH4ZQJ0b4bBN895SD8+qWPpYF9d0D1DcKMFZFMmc7EMJArX6aRoTAfqnQzkInO1WgujR7QC//37mYATqDL6jpHYvPNT3fi4hkjlfopwWfKB42YL43NKVSUxgKtm7L0eyfu9zqfKiUxE6/eeLwM/hIyymoX1DU0F5S10gUxLizbhm3b2JNMt0v9ortTUVqCP775GY4e3d8jvVkMrSkLa7fuxjntlMLqbogMM1fdIJMp0wFH7/yzxuObx4xCdc/uqZJhwIAaMt2kUaYMAIytqcTbG3YVFThN2o8+I4l0ewzDXQzTVvevKSPwMwCqRritGQ3l4w8aUNTfi8dMvHj9cWjM1C4JC1XlcTQnLTQnW3HzFw7C71/7FK0pb0bQ6s2NmDS0d7sv4nNmjOzMpnaYfj0TuOCo4dIp8/VpwzGg0jGMHpORL9ndCQec7oLIiBGGhfq9yS69rAVBrZLaLlKpReSRs37pZYi75YxxePTNDfLiFwZJI78Ipx1NLejXjuKdf7lyxn6VTWxvJt2AXmVA50g0e7BsGzEYGfkyfS7vbWEY7uVVOF11z5SJmQb6VZRKx0OjRgEIbeGXKZOgkxOA1+Cxh5kyEtOAxxDkSKbo44AYrdR3mzSkCu9udAq3V5Zl1U/RyFGVDzFOwuC486uHtL9Rz917M7VTTEWqrKE5id4hkLkOGtEltu0oc6QtW6tMGTE2f/zsB+12yvxr7Ta0pixMP7C4QNnuSjLrPCszZTqQGVJaYkoFie6IGjjSkkojmba1sOEIHvj6FKzZ3Biosz/K8CZAug2OtIFr1IzKonDo0N64eMYIvHbTCbh4xgjUVpXhyeUbpdSRiL5tT6rsyOoKTBxS/Pu7gi8otXAuO/YAHDKoCs+/v9njgNq0qxlD98EDf2gII59OOHgAvjx5CH55/uHSIXPSuIEy5XOPRoYq9wKQqSnTnAxF/Z+uIh5zOkDUVUmlbZTEorF+FUtFogQj+vWQhlohrxGkhJ1vpszu4jNlAGDS0N6y4HuUEZ9bc9JCGeXLJDHDkH1D+TIXw3AziPZmLvM6GX3yIY6taqYM55ODY/AQY0bfmjLZqP0COBHLOjmrVPnNsw4dLO9GlZnMGMojuljK/NF97uyVmTLuWVunwtyFMBRxNx2lIr8725F2r94Hx+HyT3eiumcCYzupQH1YSWWCjcR5tqlVn0DSfDjnN6df9rXGTnemf68Eph9YHXQzIgtvjqT7oHioUxFyypTFY7j1jENQU1WGW884BBvrm7Ftdwt+t+RTAG4KdnfX8T96dDXOnTIEN556EABXquz3mecEgB1NrejXDoPoDaeMxekTB7X9xgAoi8dw1zmTcJrSPtWxuFvWlOnen2sxiKKaMoqvWa+UX8MwEDMNWSsqmdZPvgxwLsdiDReR0EFKJvhFfDXsTaJ3D30chsWiRocxst/FNA2IOsKtlC+TmAY8/VJiGpGVq2wPRlamDOeTizo69iYzjjyNDIX5MAyvfFlLUi+D+4EDemJQVRmeuGI6yuIxmXFcmQnsoTwicOkxGbUAua5Y2gcHiLvhQYNc43lTa0or50M+1EwZKRWpUb8MqirH9087GB9sapBS4i2pNDbV7y3472zbxuL3t2DMwJ5yL48qImBWyKs2t1JS1DDc875OEvSka9B7xybdCgOuUdeKkHxZPkSqaHMmBTsKG+FPvjxJ1osRTglxIAREPYfiI1eunHUg/vv8wzu3kfsRQ5GhaGoVTpnob+hipqoR5d3dydheSkxDHnKjVBOrPRiGs3YDuanxQdDDZ01tamUkpR9qpoxuc7cQpk+mDGuEePuFBkIXcWwVBVOZKeNihMxpHyZU+bK9mtX1KovHsOSmE3D4sD4AnJp8gOuEoTyioz4AKGfsNNfcMQN74exDa6UDM23ZaE5aWkf6Z2PDdp0ymu1Dxx80AC0pC29+uhMA8PUH38C0O14o+G9Wfd6A9zc1aJEdL5zf4jybtCwYBiITEL2v6BhYm48FXxwPzYdDp6L3jk26LSnLjnzUpZC5apYFT6M1XYUEgTgwW5aNnXta0a+bFoArBrVg6+6WNEpMQwsDXraOvo4XxtKYKQ+5ScuWkmY6ETMNpDODIJmpJxUP0DlV4pPRsKfVKZBLvIjosGbNDIJtYbKmjC+eTBkN1/t8iOhaOZ+YKSNxgla88mW6GQr9UOXLUmkLKcuORJDWvjJmgJP5IDISdzenYBh6yS9lI4L21exEZmw6e7GQAO+MmhhRQc3YTGecnLrdSQZVOVLpu/a0AgBe/2RHm//m0x1NAIAbTh67/xoWEsS5VgRhRamW877iCaxlMAAMuJlDpONwxybdBjWKTofNQRgxXKdMtA6S2QasxuYU0pbdLvmy7oZpejf0HqWxyKdAA+qF0Y0o181IVxIzZIRn2rK0jDZS5cta0+GTNGpNWUimbfRgJGUObqZMOnJ7UUeImcqYZk0ZiVpThgZCL4bhrSnDzDMH9YIv9Ox1MxT6YcCQ58bmVHQy5/eVn507CYB7lt6bkXPT4SydDzfwSd8zth+JkpjilGFNDIGYKTYAUdY1TGfxrqAsbiIeM1C/N+n5fUqpc5tNXX0zKkpjWkgci/uqWEeSaRslGio8qHgDa4WTV9/1RGZ+2/TMdAZ6zy7SrXDky5yJn7ZsT/G+KCIzZSIqiSLqa4gDc0OzczCqjHABeGdDVyS8NLlY52TKpCwkNDPSlaiZMmlbzm+dMBRJo2TaCkUfjBtUKb/f08p09HzYmXtqc9JipoyCYRhupgxrykhMU28nfCFU5zQzZVzUjJB0pm6kzoZ2gaHU04xqkFZ7qEiUwMzqE537A1Algp3/Omuu3n0COPfm1pQzZ0Rku84ZVQJDMaaK80vUA12zMQwDVeVx1O9JeozKoqC9H79b8ikGVpVpsS+J+6oIjEhbFko0D5JQzyiUK8617ZCOoe9IIt0O9WKS0iFTJmPYaYnoJexXFzi1YPZmDKEiiinSB2ZlDOuQ7ZWNLG6soZxNaczMqimj12cPADHFUOs4ZYLvgy8eNlimnzfJNUjfyKdshvRxJB5kpkwqTUkhhZhaOyVtwTT8ZfF0w1QKotIp48VULvZJZhFJ1LqRuu6RfqjjRci6lUfsPtBe1ACPlmQaZZqvLzmZMmmuK0C2fFkmU0bjyHaBkXHjOZkyzpiJeqCrH5XlcdTvTXpq2wrnXTYNzUms37EHw/r26KrmBcotZ4zz/Oxkyug3RlQ8ta1tPZ2ZHrJUUEjH4I5Nug0G3IXPsm3EQmDQ25/ES5zna045UkdhiCrvTL4wYRCG9CmXB2UdCt/rlu0lkBdG6Bs5XRIzZHZYKiQOia7GNAwplZBM26EYA2rk0x4WbszhltOdi5kqtxS1AIGOYBrMCPHDVIymNBB6yZbp0l0SRGAoFo+UZSOmyfmoLVTJlJZUNGtMthfVOLY3mUZZlIO5isDIDAfRJ60pS+sIboGffBnPL2qmDGSdRx2zICrLHKfM7mbXEZPPKbOloQUAcNkxo7qkbUFzxIi+GNa3h7yzpS1b+4AjUykqIyRWdZP9U3FtO6Qz0Ht2kW6Fej9Lpa3IX9hKY87BMcpRYOXxmIxQ2dMS/UwZVbYkbdvaHIJzi5CmtTPSlZiG1CpOaRoFrNaZaEmFQ74MUOo8MVMmB3HoTsvPLU1jj4Jpugb2JJ0PEjWzmQZCL7kyXQE3KCQYhls7xdIwkzgfanHh5iRrygDCOCbqnFnaZ2+68mUMEFApLTGlzFBK04L2fsgesB1ZKgCRt6n40beiFHUNzWhUHDG78zhlTrz7Jeff9Ixu3dtsYqYbXJPK1AHVGbUeoMgw03HeCExp26FbpjPgjk26Fdl601FGPF6U9ZJ7lMakHIM4CEW5CGP2hq7LZu4rraDZhTEeM2VkTUrTgolqVkFYasqoEf17qDmeg9hnXf1+ZsqomEpNmbSlZ60oP0zDgGXRQOiHKu3mOOjZN0Am+0EYgKzoZ8O3BylfFlE543ZjuEE+zh1J7zkkztiiT1oYIADAe+YUNTKibjsoBkMxpopMCB37ZfoB/fDPNdtwws9ekr9rasmtKSMC6gDHkaMLMdM936YsfQJJC5EtX6bjvBGoGXek43DHJt0KqTdtRz+KztLACFamZspk5Mt6RFg6yDE6ON/r4FgU5GbK6GekU423SUtP+bKYKl+WCkcfeCL606JwY3TXoPZiZEVC0QDmRa2TlErrs6a3hWlkGQg1W+8LoQZnMCNEwVBrykQ/G75Y1Ayi5iTlywCvA29vMo1yzQMpcgKfNDxj+6FKIroF7dkvUGrKiAwiHc8u5x4xFLPG9vf8zi9T5tMde+T3fXpo5JQxspwyms8dQ1E7oZNX3XcCbkhE0Ht2kW6FuhjqYNBWjWBRlf5QU8ubWtOImUako7vUy7UOY1jgPqa+F0ZHgkTN9NPr+QEh3xeuTJns4tKA3ofsbNQI3FTaQsqykYhokMC+4JGktCyOnQxO3RRlvQ/BXA8Lai05XaUs/VBrp6QtrsMCNZgnmQkc0H0+ZUu6aS9flhWx3JpKa3fG9sOAe+cSmeqM9lfHiw1L40yZyrI47v3aZBw7pj+mjuoLwL+mzD1/XwMAOP+oYaG4t3QVppopk2YAiVoXWGbKaBw8Ysj7Ib0ynUF0dYJI5FAXQx0kH2Rh5ZQVWSOY6mjb05JCj9KYXOSjiLeQrU4GPK+0go5GOjUjI5W2Q5El0tWoEeKtaTsURgPDp3Cj7hcPFemUsWw0p1jPIBsjK5JQnzW9MOo23pqytI/sV8mWMaWR0MEbuED9eoHaL4zOdVCd4S2pNCrL4sE2KGCyM1p1lAj2w1u/yzm/cF1xa8ronikDOOfZ311yJABg9PeeQVOr1ynz8dbd+POKjZg5pj9u/+KEIJoYGDHTrSepl83CH/Uen7acn02N+yS7lhnpGNyxSbdBLIaWZcO2o3uwOnKkE63havhHVy5GdbTtaU1HvpaDGj2sUySoeExVJiqq2V/58Ebs6Xm4jWUVRQ9DxFl2BhMA1jJQUOduS0Y6R7e5W4iYamDXQFa1WNRaTU5mZLT39vZgAEpNGcuTOaMzakZIyrK1NnaoqDWIqGPv4MyhjHxZa3TrbhZLtoyMjoFP+cjOlNF97gDe8cI1xaUiUZIjX/bCB1uQKDHx6wsnB9Sq4IiZpqwNmEyzZqJXWYESq3IdCbgdUUHv2UW6FWLtE177qF7Y/mfOEQAU+bJUdFPzPdkDVjiMtPsTVXJBJ6kbNcXVsmwkQ5Il0ZXkZsro9fxApq6OR74s+PHv0QhmpkwO6txlpkwupqk42llTRmIqtXaSLDrtwTSdNce2bVgRDjBqLx4pQDo4Jd66GM5/o3r/KRY1o745lUYiooFrxZIdsazjGdsPvxoQutfFABT5Mthu9p3mBmYAqCgtyZEvW725EWNreml57o0Z7r1IJ5tFPkzTgFqjSvd9WAbtWcG2IypwZyLdChtqsb5oLoYiClk8Z/QzZRxSGhS8VYuTpi19DsFqtL0opq7bhVGNJ9FV5kiVkghNpgxUKSG9ZRz8EF1h2bZbZFqzuVsINYqdhVBd1H5JWjZKSzinBCKLiDWsvHikhujglHilmynBBPgEuWjeH9kRy3SEO2TLngNcbwFFXlTJlOHZBdjTmsIvX1wra3cBwJotu3HggJ4Btio4YqYhM2V0ld1W8dwXGVCTI5tJOkakVuARI0bAMAzP14033uh5z/r163HGGWegoqIC1dXVuOaaa9Da2hpQi0l7EEVAo36RzU5Dd5wy0YzQUKOYdLiEm4ahZ6aMcEnYtrwYhcEg36V4Ivb01Ms3DUMWFW1N2aEwGqjZa4wYzEVEglm2UmSaThmJqdSUSWvqbPXD2dsZYemH6AkWnvaSHaTDMZNBOTsI44fuknfeYIro1xhtC7VwO8C9SOCtAUGHpsBQwsTEPqT5FAIA7NyTBAB8un0PAGc+fbR5N0YP6BVkswJDVTfgngxnL858S/kyN2OVLpnOoSToBnQ28+fPx6WXXip/7tnT9W6n02mcdtpp6N+/P1555RVs374dF110EWzbxj333BNEc0k7cOa+HfloFzPL89yStNCvIpqnpezsgahH6jgFfp3v03Z0x3A2bqq845AA9LsYZevl6/b8gKgp42bKlIfA2Syc/UD0Hf77gqkYeyj/kYvwKwqHM8eOg2lAOmBT6ejv7e3BMJzoU3e9Yd8AyHE+sF8cvDr2zn91X2cM1Thm2whBfEeguDKjzs8py6azF7mOXlPzwtwSRb3AVR/RfBIpCMWSzQ0taGxJYbTGmTJifOggMd8WOWonmq+xptx36JbpDCLnlOnVqxdqamp8X1u0aBHee+89bNiwAbW1tQCAn/3sZ5gzZw4WLFiAysrKrmwqaSfCqBl1w5mT5eUerltSUc6U8daUiepnKjAUy7xO0cNqimtKU0OUWlDeuTDr9fxAxlCrOGUqy+MBt0iRcYAbCWZoHv2kIvoiTbklX2T/WE69LPaNg5DoAhi1nY2ZOd+xhpWXbKkhDbdIXzyybkJiU/M9ylTuDha1/QF4+4RrroOhpEKnNQj8KxZXvcw917FrcvlkWxMAYGT/ioBbEgwep0xaz2BClZy6wJrvw9m1zEjHiNwS/OMf/xj9+vXDoYceigULFnikyZYsWYLx48dLhwwAnHLKKWhpacGyZcvy/s2WlhY0NDR4vkgAGEZWVEd0F0PVoNGctCLrlAHUVFAd9Eq9z6vLpUmV5JPzN/KftRdRY8HOGLejvH7lw1DrTKStUMx3eTm17Ux0dvBtChPi0mFZlFvyI6ZEKOuaAeeHcDwA0Ha9y4dw0EtjmOYXe4GRZWjXLXAjH17ZW6efdHdCGKrT17a1N44B7r1R5zNmNmowVFIDiexiMfzuZFxv8fA3jwLgGpnr9zo2xL49SgNrU5B4M2W4J3uVFbgPy+FAn0ynEKlMmW9/+9s4/PDD0adPH7zxxhu46aab8Mknn+CBBx4AANTV1WHgwIGef9OnTx+Ulpairq4u79+94447cNttt+3XtpO2EUufG9UR3cXQVCLjmlNpJOLR3AgNA7CVKIyoH5i9+sb6XJrUTJmk5vJlrmE7mnO6EDHDQNJ2Pv/WdDhqyqgOQ0aC5aKmpzNTJhdxKXH6R5/sx7ZQa8pQ1s2LcNDrEGDUHgwlaIUOThdV+pQOCAe1ByyLexLgZlSlaGSXeOaOpWctRz/cTBnFpsKuyanpW7/XqTEThqz+IIgpzu+UZaOiVO81RZVzTts8o2TLZpKOEfrZNW/evIycU/6vN998EwDwne98BzNnzsTEiRPxzW9+E/fddx8efPBBbN++Xf49P1kS27YLypXcdNNNqK+vl18bNmzo/AclRWHDRkqDYn1qRHlzMo2ykmhmyni1sqOfWm4qUVtpy9YmQlYedKFvVJaI2HPrcujx2auYpnt4S6ZCok+sOAx1yl4rFreAMLTYe9uL6rSijr+LKlWoUwBCMZgZh5V0cnLMAMgNWqHzwUEt4k6pLgfV6avTWboQos6OrtnovhhZjl72CQDvmpK2KdsrUAMIAaBhbwq9EiXa3gtMj3wZg47U+1DasrTfdyhf1rmEPlPmqquuwnnnnVfwPSNGjPD9/dSpUwEAH330Efr164eamhq8/vrrnvfs3LkTyWQyJ4NGJZFIIJFItK/hpNMRFzZLg0KXqkGjNWWhtCQExsv9gLemTPQNogYMt/ixZaO8NNrPK1AlopJpPS+MBhwxWmnY1uz5AbfANSDky4Jf19SIQUZn58JMmcKI/klnCrfrfkkTmEpgiVMvLvi5Hibo5MzFDd3QS961LQzRM5RIlKh1N4VRWXcMOLJ/Ke7TEidTJrOmpCm/JFDXFDrAXdQAQsDJlNE1SwZwziYtKef7lGWH4s4WJIZySkkzQzNnvpCOEXqnTHV1Naqrq/fp3y5fvhwAMGjQIADAtGnTsGDBAmzatEn+btGiRUgkEpg8eXLnNJjsN0RWRUqDQpdeg0Z0L2FeuQor8oZqtUicZetjwPPXL9bj2SWZz17rTBklFT6ZthAvCb4PvGOTxuNsVHkuyqLkIi5lQo5Kx3nthzrX0yza7sHJGKSTM5scedeInweLRkTnIlNrR5NzYyFUWSqLDjwAiiyixmfMbNQ7V5Tv0u1FXULoAHdRM4gAOmWcTBnH5sZMGbh7caYGqe7ricwso35ZpxB6p0yxLFmyBK+99hpmzZqFqqoqLF26FN/5zndw5plnYtiwYQCAk08+GePGjcOFF16In/70p9ixYweuv/56XHrppaisrAz4CUhbOOnqbgZJlC9sQt4CEJfTaFo0hAYyoEc9BzVqS4fnFbgp4Wp0cDTHdD7EZ6+zYTumZAAmQ1JTxs2UsXlp98HNlHGNPdpfzBRM5VKSZiFUSW4WLPtFIIynMqKdRnYArvwS4JwTdAlaaQs10zhtU74M8BZwTzFDEYCQRwaSInCRa66nMHeKNd8k7ppCp4yKWzPE+W9DcxKVZZExlbabmOHKl6UtG/EI292KwaOskOZenF2DiXSMyKw0iUQCjz76KG677Ta0tLRg+PDhuPTSS/Hd735XvicWi+Hpp5/GFVdcgRkzZqC8vBznn38+7rrrrgBbTorFyZRRU7Oje+A0FONllI33udE60f1MAW9NK0ujy7W7cbs1VXS7BIiIPZ3ly0zDle9rDYl8mVhyeDn1Ry1smdI1y60A2TVlyuPBj+kw4MmUifAZZl8QZ1kRXajjXpAPNxiJ64xAZnOC2XgCVU3AYiYeALfODmvKuKh3TNaUUZDZd6yl6MUNQgKcmr7lpdGs6VsMMdO9syXTHCeqsgIzZZTMMgqYdQqRccocfvjheO2119p837Bhw/DUU091QYtIZyMmvzTqRjgyyjQMpGXtkejKenmjmKJv0PI42zS6XLvF4NzoYN0ibsRYd+XLoj3W/TCy5ctCYEnJ1uvX/dKRjaFmyrAweQ5mVv+wbxzMrL2O88rFzGR96xBg1B5UQ3vaCsf+EAbU6O20pU8wTyEMQIbnOjVlOFbE/YLBEy6eLDMGB0h47vXHzDIyNyctlEXcLlGImGkgraq2aL7OqsoKrCHpriNUL+sc9J5dpPuhyJdF+RARMx3jpWXZsOwIH64VCQIdNMRVJ5ROOtjuwcVGKi2kFfR4doGbKaNvFGPMVOTLUlYoHHNqpA+jkHPxZoKwMHk23po7VqSDRdqD18Ae/b29PRiGK3cHcD4JPHK2Gp2P2sKVf7VZlDuDKnXn9EmgzQkFwtlLmVEXt0aICISj2QtQz7163UXbQs2EAICWVBplcY0zZQxD3lmTlqX9WUVVVuAZxaukQDoOdyfSbRBF4d3owuguhqahR/0Jp86G830yHf0NP7voZJTHsAelpowwROkWBSsMTsIpFfWx7odqqE2mbZSWhGcMiCwmbeZkkZhZBkEg2ntvezEUpxWdei5CSgegln82wqCsw1m2PTiybg6WzbVYYMDtB0oNOag1qzhWHJxMGX3rNvohM0LAuaOiZhCl6OiVqOddAGhJWUiE6J7S1ZhmVh1cze7t2agZZnRmQmbtMlOmc9B7dpHuRcaoqYNhyMgYL6OuDWwYbuaIDjVlhLMNgFYRj6r8RlKD+etHtlNZx8OtkC+zbTs0NWVUvX4ad3KRmTIWIh8ksC+ohS5p9HExMwbCyGf77gNC2i1t6Zk1mg9D8cpEuZZie1Gj/dPcowB4pYAp6eYg6njR2augRHJHWQq8vfDc649qdAeEfJm+mTKA10aj+57sUVbgvPE4d0nH4c2adBvEfU0HyQdxaU9GPOLJ+Uz1qbGimxNK4I0m1zNTxM2Uif76lQ+xrqVClC3ljRjkpT0bNxLKDYjQcOjmRXSFzJTh+AHgGgiFHrkue10xyJoylBnyIAIXABra/bBhMzo3gxgrtu04fXUJcCqEGBZiXQmDPGzQuMLJzIRWyZZ1Y784qP0COPJlWmfKKBLzyTTvRwIZhKX5vqM6d0nH0XelId0Oka6uQ6aMkPmJujawKkGgg0FLledwoiyCbE3X4RZPVArd6/LwGYRDTkpLRHys+xEzDViWc7gHwmE0MJVDpU6O0mJR5RyE49zQ/CKiQuOGP0JKR4cgmn3BVhxW7BsHtaZM2o5+kE6xqHUOUpZNpzhE1rkrm0IHHgAYnlpV3Iu8cydt2YjzfAfAG4xkaRAQWSxqJgQAtCQtJEr0zZRx6t853zNTxuuEYGZ8rtwf6RjcnUi3QaSV6pCabWb02EWmTBiMl/sD1UmhQ6YMVKODRgZgNyVcX2kFA65RBdDTECei55Mppw9KQ+CYk5cwi5I5fnjkudKsDZKNqTio0iwkLBFnGF3X+0LIoBv2TQ6e4u2cSwC80f5cYxxEzSo5hxgoICUjWVPGxZ07NoMmFFznQ8bRy34B4N5VhbO3JZVGWVzfeaRmrzqZMvr2BeB1ZlK+TFFBsQJuSETQe3aRbocNR6MciLZRU+glR/3SbhiGoiFuRf4Sni3Pocv5JjuaHIiuozEfRiYN3JUv0+TDVxDrWqvMlAm+D9RLOyOfchFzV82UIS6qfJkTxc7+AZTMZo3lGvNhmmDtBx9UeVdHaijY9oQF1zFuw7JpQAVy5aw5hzKOcET/3tgePPWYNFBjKB5vBhH3ZwdxLRPBk83MlPEEkuo+TlRnZppyiIoKCjNlOoOSoBtASLHImgxC1z7Ci6GIpHS1gaN5O1VryuhwYBaSC4BekaCqYdeKuCRfPtxMGX2LO4t1TcqXhUCrOdthqPulIxthEBSR/TqO24Io48fSYA8rFrfotL7rXT5EcIbFKH8P6nnQspkRInDPT3oF8xRC3AeFBGCU74PFIiQjk3SES9SlNWUx01fgKVjOYBIJM2W8qKMiyfuRVzmAmTKe/iAdh04Z0m0QSRU6FArPLogd2YVfcVLokFouMgUAvYrEZR9kAGin7WwYhpQKAKLraC2EmTGkSKdMKOY7NYIL4TplMpkyGo7bQhjK+GGmjIs4w8iaMnRWScQ6KAw/rNHkYGh2HiwW2Qu2XsE8hTCyJACjfB8sFiEZyUwZF0PJCKE8rYsrw5Sp38X9GQCUel3OPEqmbc0zZQxPIKnu53+PfBnP+xLWlOkc9J5dpFthwMhcSpyfo3zgNA1RsDHaDqhsOa9wGGn3HwayDzjRfl6BKvGTtmwYhn6RjTJTRtNMIcA94AujQRjGgEy/zkT16/i5FELtHzqtcsnun6ju1e1FZvtKAyGvGwLDMGBZlF7KRkhSAU4WEfvFITuqXZNjY0HEeUpkm9E45qBmY+sY+JONOndSrMckMdRAuTSNywI1c74llQYAJDTOlAGcucPzrUOOHKLm/cFMmc5F75WGdCtkTQYN5DBM0/CmoUf0cK3qlToG0Wg+p0A996ZtfQ7CcuOGUztIx4OM0wWuo1W3mjqAa3QTEeJhWMNloUIesn1R+4fybrmo/WPZNtg9DtmFuDluXMRZVkQX6pIx2xamaSjnQTplXCiZko2sn2LTsSkQtaro7M1FGFFjGp67/ZAR/5k5xP3ZQT3PJSMuH18MIntVBNdE1RZVPK4tw+JeLGswMVOmc9B9dpFuiA4Hzhzpj4g+qxoZqYNWtjBUAU50UlQ/12zc6BKdo9WcLJGkxpkyyDhhxRwIQxeol1MaAnMR3eHsR8wkysa1p7MIt4ppICtThv0iEFlE4iKr5Xbog8h+AOggV/EUF6ZkCgDXWCjrMnEOZRxVigGV88fNCIET+Mc+cciO+Oe5xSFbngrQOwtPrimsUwUgy5aR5rzJrsFEOgaPMaRboUrfRNmwaxrCgJuRL4todE+uhnh0P1PAOfCJzSutkQHPkyqvqeFb1MTSWVpCHPBFdGsYaikYrlcmYwjU73MphLiQpi2bmTI+eLTZLb0v8CqO4yH6gSX7QnbQDcdMBsMrZ8t+cXAlQmytZG/bwrbdTBmOFXG/sEMlDxsWKL/qxXArVdEBrmAqmTI8u7hriri36r73KNdFZpjBW4OJdBxaH0i3IaceQYTXQkMTg4apZo5ocDAUsiWAflJAhuEedDV6bIkTBWxrHXEkDviWqAsWAkNKdhQyL+1eRH8I7XH2jxc1EpdyBi6OlE646keFBVEfUcqXsW8AuHskoN/5qBCiF1yJRPaLIQI8mIknEcF8XFdc1B5IaqRO0BbZmTIcKw7Z9bsAveeRkZEz0fneqqIGmFoMHPHI/ZGOQ6cM6TY4e4MtNZXDEGW9vxCRlKmIZwWJ7AFAjxRqIyNhBWQ29Ig/r4qqAa7jITdbWkLHPpCSIyGKbjUUvX4aAnMRH5HYj3Qct4VQ+4cGUxenmH30A0v2BcPwOqc5Zhy850GL9R8yeIqV0zEOwLkjqUF6YQjwCBpRo1OHwMViyQ66YU0Mh2znA9cUB7VwOetVuc7vqNuiikUMBVeKXd+xASj3H3plOgW9ZxfpVhiGPlEdQnM8Ffn6E4ZHQzzqd3BTMTrotqEL6TZLg/nrR3amUJSdyvkQTknhlAlDF/ByWhhVzoFOh1y88mV6ZgH6IYJowuSADQvifOdKLwXcoJBg5JwH2TGAV2LTomQKANexyUw8FyOzrog5xDWXQTf5yO4XrrVeRGY4EGX7S9tIhYdMBInugRKqk5c1JBUnZsDtiAp0ypBuQyaL0okUi/gBwjS8G2FU60+ocl6WbSMW0ecUiEg2S8PoPjPjVdW17oL47G1NM4UAtWi8898w9IOafp2iXn8OrlPGpjyXD2pkpa4OZz+ElA7rpuQiMkLcIuXsG8DrpKeD3EUaUMFaOwIDhjSMAZxDgKuwQEe4i7dmoMVxkiHbuMx+cVAzn1mvCsgorcoA4bjmmTKqM9M5owTcoIAxlflCOo7mw4l0JwzFOBT1aBdH+iP6mTJOFIbzvQ7ROqIukpYSViJTRNMLgDjMpS1byywZAECmVlaYjAZupoPNS7sParq+rg7VQnjly9g/ApEZSKNpLqaoGWjbMDTNmvRDXYsZ1a4g12AgbXMuAap8mfiZfeLWlBE/B9ueMOD6ZLimqBjKuY6ytC5q5H+axe1l9qqWNgs/spQVdJdzU51Uqzc34u0Nu4JtUDdH79FEuh0y1Tbim2RuTZloPq+sMWHZsO3oPqeKrtF9IvvL1lUCSYx1W68MKRXhhLVk9Hyw7QG8BU9TaR6ys1EziWym6+dgwO2PtE35MoFjIFQdsAE3KETIjFmN9wI/1LWY0dsuqmE5bVlcgwEgs76wZpUXNRNfy3N2FtnnuxjPdwC82XfM8HXxZMrQ4SvVTFJpodqib18AfnLFmveHsr7++qWP8cOn3gu2Qd0c7k6k2yCOEDpoTZuGgbRq0IjogUlIEKQj/pwCYajSMerEgOHWVNFw53HkF0Ux8KBbEwzigC8jOUPQER6jOi+nvpiG0zesmZKLeinRWZrQD08kO/tFIjJmLV7qPaiGQid6W8ODgg+e4tOM9gegBHhoGOCUD1GrKur3xvbhlf7T3ags8DirmCEukftxpl8AvR2+Yp3V0Wbhh6FmUtmULxN7jFDA4J7TMbrNcFqwYAGmT5+OHj16oHfv3r7vWb9+Pc444wxUVFSguroa11xzDVpbWz3vWblyJWbOnIny8nIMHjwY8+fPh00tvG6ByKrQwXDmpqFHO8pURIym5YYfcIP2M2qxd0CvA45pKAcZDQ1RhjKndTXE5a5rwfeDqVxOddhb9gXTEPr9jOzPxr3DZ5xWHD8AxJgJl1RhWBCZ0LoGKORFiVLWJXO6GDwSiRbXYECcJ23WrFIwTTfohVPHwSvTReeDwO2FzJrCfgHgzUrM+GS07pvsO5vOfQFkyzkzcESMBllzlPtwhygJugHF0trainPOOQfTpk3Dgw8+mPN6Op3Gaaedhv79++OVV17B9u3bcdFFF8G2bdxzzz0AgIaGBpx00kmYNWsWli5ditWrV2POnDmoqKjAdddd19WPRNqNoY0urGm6l3YguhuheCr3OaO9wTlRJ9H/XP0whJyNpoZLN7JT3whGA5k6EyGSL1MNgdTW9seVW9Jz7hZCRPdbYm7zUgJAqSkj9jr2i0SNaGe/uIi5I2opcq1xUHXbU5QvA5Cpu2m7Wfbct5VsdI0Df7JxjezMMlPJyZTheAGgyPVabqaMzmuLPPtTyg2Ady92nDIBNyhgvDWYGGTUUbqNU+a2224DACxcuND39UWLFuG9997Dhg0bUFtbCwD42c9+hjlz5mDBggWorKzEww8/jObmZixcuBCJRALjx4/H6tWrcffdd2Pu3Ll5i222tLSgpaVF/tzQ0NC5D0eKwjAA29JDU1lc2kUSV1Q3QpE9IC9WEX1OgWG4mxcQ/edVcTPd9HpugZDu0lkCyvnYFfmyEIwDI0vegpf2XOQ6rfHYzYcYwjqu6YUQNcRcadKAGxQiVOmlMKyBYUH0RGuasjEq6hBJM4MIgDuHdMmyLwbt6zb6IOWGbEoielFlmPQuZq+iqJcxOwRCdjtc6gZB4ql7p0EphbZQM4d4nu04kdmdlixZgvHjx0uHDACccsopaGlpwbJly+R7Zs6ciUQi4XnPxo0bsW7durx/+4477kBVVZX8Gjp06H57DpIfMdV1yJQxDG+mTJQXOidNWI/DjwHHKyMvkhodhJ0sCX03bmFE0LnuhCrhBoQjElqVt6B8mT/q3GX/eFGlhYBwjOkw4M5152cd1/x8iKzRtMXxopLj4GTfAPAWF9Y10zgbIY+owx2paNRaVZGx7nQMVY4qlY6+7aBYVONy2rI4fzKIfrBsW2Zsar0P5dzZAm5PwHjWEzp5XaUJC5RB7AT2aTQlk0ls2LABH374IXbs2NHZbdon6urqMHDgQM/v+vTpg9LSUtTV1eV9j/hZvMePm266CfX19fJrw4YNndx6Uiw2gGTKRjziYVFmJqUi6pEaIntClyJyMlNGk8wgFdM0ZMSNjkYFI1OXI20hb1Zm1Mke/2EYBqq8hQ4O/31B1ZXm5d2L6I9kJrqfw8dBzHVdAi7ag6gpQyenF7G0pNKUjfEgo7czhiCuwYDhOqkAjhVAXVfopBIYygGPNWVcXEevExzAc6+D6gDX8Z6ejZMpEy51g0BRM2Vsypd55Mt4P+wwRQ+n3bt349e//jWOO+44VFVVYcSIERg3bhz69++P4cOH49JLL8XSpUvb9T+fN28eDMMo+PXmm28W/ff8DF22bXt+n/0eO7PoFjKSJRIJVFZWer5I1yMM+Mm0FXmnDOBe2oHoGnoMGB7DTdQPho4Oto10Wo/nVRHR9rrqsBqZPHCd6wg4mue23HfD0A+qvEXashj55IPI3LQsXsqyEb3B6H4vYq4zkj0X1WHF4eIipCR1CdIpFlXH3mI2JwClPiNldSRqrSr2h4MqR5W2bMQ1UicohKEaUzWQhC8WaWTWtPZrNsLuZkfcFlUsqtw1M2W8mWXOeVbzAdJBiqop8/Of/xwLFizAiBEjcOaZZ+LGG2/E4MGDUV5ejh07dmDVqlX45z//iZNOOglTp07FPffcg9GjR7f5d6+66iqcd955Bd8zYsSIoh6kpqYGr7/+uud3O3fuRDKZlNkwNTU1ORkxW7ZsAYCcDBoSPoQBP5m2EC+J9kLoRiY7m2JUI+tFETlxCY/6wVBIWLk6+9F+XhU12j4MxviuRhgpnQtz0K0JBnHAF0Ujw7CuuZ+FzUyZPIiDdlrjsZuPbMklXkocTANe2Qt2i0QYTxlZ6MXNlNEvaKUQpmpYZnYVAJ/6jOyTrFpVQbcmHKgOTRpRXcTwEIETXGszZDnxAL3XFhk4m8mUCcOdLUhy5a6DbU/QeDLubBsJOr07RFFOmVdffRUvvvgiJkyY4Pv6kUceiUsuuQT33XcfHnzwQbz00ktFOWWqq6tRXV3dvhbnYdq0aViwYAE2bdqEQYMGAQAWLVqERCKByZMny/fcfPPNaG1tRWlpqXxPbW1t0c4fEhzCgN+atlAa8Ymv1pSJ8qU9kzygTZFkt9i7foVsxfxNa6qJLqOjNZVvA/yiW4NtD6DWBAFryuRBZLnpXA8pH+KSSqeMF5ldFXEJ1n3BzNSUYdaDP8nM+UjXfTIbQ4lG5R7loGaFAHqdpfMh1xWbc0cigiZsG7bNcSJQZd10vZP5Ycr7gJspo/OYkYF0zEgE4JXrYmaImlnm3KF5NukYRfn4HnvssbwOGZVEIoErrrgC3/zmNzvcsGzWr1+PFStWYP369Uin01ixYgVWrFiB3bt3AwBOPvlkjBs3DhdeeCGWL1+Ov//977j++utx6aWXSrmx888/H4lEAnPmzMGqVavw5JNP4vbbb8fcuXO19/52B8RHlEzrUVPGRqYoeITHppB00iUiRWSLZCTTtToIG8qz63iQkQ4JTZ8f8K5rQFjmuzeSsiTiDv99QVzMoh4ksC+I3nAll4JrS5gw4N3reMZWMNxLLOeTS7aDU2djmIq3KDfXYEAN8nF+1uksnQ/VEc4x4iD3Z9ap8qDKMKVtZsoIvHLG+ilaZOM8uu3W7tJ8XVEzZaisABiZ+46VkVblOb9jdOj6+Ic//AFNTU2d1ZaC3HLLLTjssMNw6623Yvfu3TjssMNw2GGHyZozsVgMTz/9NMrKyjBjxgyce+65OPvss3HXXXfJv1FVVYXFixfjs88+w5QpU3DFFVdg7ty5mDt3bpc8A+kckqno15RxDbg2orzGyeLnoTLS7j+EcTOlY6YMICMbdTzYiUwZnbMNDMUY6fwcfD+4muOMQs6HIaOSaUTOJtuQHIYxHQbUiFMg+nt7ezBFbTnbBtV0XMQISQoDKucSALdfAEoNCYSsji5Z9sXAWlW5iP04KSQRGXQDIMvRm9bzTuaHkkDE4AB4z/7Oz8G2J2hcua6MLUPjsQHkyiByHekYRcmX5ePf//3fcdRRR2HUqFGd1Z68LFy4EAsXLiz4nmHDhuGpp54q+J4JEybg5Zdf7sSWka5CRF6mLA2cMiIyOeLpgML5ZGmSKeMkBtmypoZOBk4nSyITxRft6euLGzkebUdrW6gFNMMw3dVDNg+V/pgZ2UVeQnLJyZTh+HEwDK98GftFYhpuYVT2i0t2TRmuNQ6qAVVn+VOV7Cx79okq6abX3aIQohcoL+qPDTtTp0rDS5kPrhyTjcw2pP3aYivnON37wg3io+wfkCXnxvthh+nQKiwkSAjpEjKGoda0jdKSaE98kUFiRz0NPRPZldLEKQPD8GbKaBS15Ugr6Fu3w60po6+BUqxrYYqeF+srDYH5EdKDlq23Q9EPMX5EnTCOHwczS4uc48bFCUahgT0bIakjzoM6nY8K4xo+UnTkARAR3LY2WfbFYCqO8EjfG9uBdPRyf/aQLYkY8TjXosnuF0D3TBl47mwad0UGpwOsTO0unccG4HVi8n7YcbgMk26DuMjqIl8m0gGjvOar2QNA9Dc404C2kgtmJv1L1wujkVnAdH1+wDXUiniOMPSDrFWmoaO0WJzPjfJufmRH94dgSIcCAxmjaSYrlOPGRa0tF4Y1MCyYci5ZmZ/ZN0BWpgwNqAAUx6aGZ+l8iOwhJ1Mm6NaEA+HoddUJAmxMiJC1UyCcMlxUAHetFfYXQO99SNhownRnCxLx+BwbDtnzhftwx+iQfNmzzz6LwYMHd1ZbCCmIiNZNpqPvlBGXdivq8mWGW8sBiP4G5xqq9IzuE5kyUf+c/XGzRHSNjladzUA4DNgyOltmykR7b9k3MrIoNCLnRdc1PR8iAIFG01xElL+u9dXyIR3kov4D12IA7porMkO4R7mSmq58WcANCgFyXWHBZUl2pgzPLw6ubK9TsDziJpWiEfcBRz5ej2DRQhiGV75M9+kj5YpZowpAVmZZxO2VXUGHnDJHH310Z7WDkDZxgoBsLZwyhtAcj3hUvYh200WCQNYK0tCAZ5riEq3XcwvcIvfRzn4rRI58WQjWNjfTIZMpo+uHUwDTM3bZPyoyci5EYzoM8DKfHyEJQk3ybIR8GaWGVFwDaqYod7SvP0UhClBz3XVR92nOHQfRCzreuQqh1sawmCkjEcNDODcBvcdMJvlOS3UPP6TcNZ28ANSAkUy5BY3nSmdQ1Co8e/ZsvPrqq22+r7GxET/+8Y/xy1/+ssMNIyQfrWkbpRH3TsuUwIhf2qWhWpPDj7wgSH3WaD+vipGJto98naQ8CKeyzpI1Ql4jjKnwSU2y9fYFESSQ1tihmA+3poxwPrCDADezWYwZ9ouLqQTd0MDuki0FGPXzYLG4BlSxBrNfcuTLOFZkJjLlyxSy5YbYMQDcjBDYok5VsO0JC6qsW8ri2UWVRAR4P+IZxYt4eh3KLXQFRWXKnHPOOTj33HPRq1cvnHnmmZgyZQpqa2tRVlaGnTt34r333sMrr7yCZ555Bqeffjp++tOf7u92Ew0xDOD9TY2o35vEESP6BN2c/YpaxDLKi1x2Ydeob3BuKr0ez6siovjSto2EhjcAIUmoczSJkynjFucNw/k+O1MmruHYbAtTZjjptWYVAy9p/shsX23lKvNjZqL8mXnmRUqDMFPGg0dSx7KZzQlhKLXp9FXgupKLmDu6SGQXi+rotWwbMUYHAHCdmbYMmtB7vBgZ2W1bw0BSP7JtVrrvxaa7kLCmTCdQlFPmG9/4Bi688EL86U9/wqOPPor7778fu3btAuAchMaNG4dTTjkFy5Ytw9ixY/dne4nGGADq9yYBAJ/t3BtsY/YzMgrMjna6qJQ40WSDExdHHfVITcOtp6PjQdcxUkLraBInktOVcAuDIUUcKltTGfkyXk5zcPYjO/KZm/tCttGHw8dBdeRxzHgxMgc8feur+SPPR5qcB4tFHSK6np+yMQwgbQnpJfYH4DqqnJoyQbcmHOQEwrFjAHglEVM0pkpkpozt3NN1X1tcKf3Mz5qfb7PXE93Pb1LVx7Zh86zfYYquKVNaWorzzz8f559/PgCgvr4ee/fuRb9+/RCPx/dbAwkRqAa8HU2tAbZk/yOi6qNesFHolcoNLuILuni6pKxfoc8JxzQNWJYTfRTlMZ0PadiOuKO1EG6difAcZkUzWkWmTMTXoH1BSFHpXA8pH9mXNB3XNj8MOOcXRs/lIuphMPPMi8yUYdaZL1IOkP0iz1N0bLpIRxXXFYnoBVe+LLi2hAppTHXWFTrAXUTNN8vm2UU9+wPhubcFjVBW0H2dFfcdUd+N46NjFL09XXLJJWhsbJQ/V1VVoaamhg4Z0mWoU33nnmg7ZdzohIhHaii680D0D4ZiA0tquKGbSqaIjgdd9/Ci78FFpMKHSdJIZDokZfYab+3ZmKarGazj3C2E6I60kFxi/wBQM2XoyMtG1pTROGvSDzF1dDwfFcJUzg40oDqI9SXFTBmJWqsqLOeroBHnbsqXeXEzfDMFyzmHJE5Gv76qDipO4KytOGWCbU/Q5GTK6N4hyEjTZzI0dZ8vHaVo68Nvf/tb7N0bbckoEnKUuT5leN/g2tEFiAtH9GvKZIqXpvU4MLuZMs7z6lS/QsiXWZa+xhaZbaCp3V/UFQpTH2QbAnWSFCwWA4aMqGQmiBfd6qIVi+GZ6+wTFQNuMErUzzztwXVw6hGkUyyuIShjQOWYkXKwjGZ3EeuKrtnofuhcx7MQ7rmXa202IjuEDl/3HJfxyWi/94jnF9m88bBcZANE1DLjebbjFD2aRJEnQsLAD88+JOgm7Fd00fAXMm0iUybqByCxf+uY+uocdPWN4jMy0SQ6y22oRrew9EG2pCAP2bmISKh01DM394FsQ3JIhnXgiPU+bfEin42IaGckrheZtcgoVA/SsExZN4mQQk1bHCcCkdHqKCwE3ZpwkCNfxr0IgJ+sG/tFYBqu/SWm+X3ACZzl/BEwmzcXV5Y82kHkXUG7VhtGXpAgMZRUmURJLMCWdAEyyjTam6CMdtMkismVStKwpozh6o7qeGEUUYy2xnrfYvyHyTEnzjWtKWbK5IM1ZfIjI+c02cOKxZEAQfQlWPcBMZ/siJ/v2o1wcMrzEfsGUKWGuMYI1LME+8PB3ae5rghk0IQmgX/FIsZHkmttDkJm2cmUCbo1wWJkCuxQvswhx4bD+6K772isgtJZlLTnzWPGjGnTMbNjx44ONYiQfKhDL+rzXsqXRVzD33kyWxuDVnbKeMQf14NpGEhLHX2NHjyDKB6ZtjSWllCkJMIy9sVH0SoyZXjIzkFGQkU8c3NfyI44jfJ+3R5UnWkd1/tCeLImOZ8kdHD6I8+N7BeJkNUJU9Zt0Ag5aJvyZQrCoSmk/4JsS3jIzvDlHHIxDCdQ1LJtrQIn/RBnFcqXOVAOMRc181v38dFR2uWUue2221BVVbW/2kJIQdSpHvUDpxNlKg7XQbdm/6HqzgP6ROsk0xZKTCPy41jFNDNyNprWGJCShLYNXe3+smBxiIyRUr4sJdYgvS9hfoishzT1+3PIlS9j/wBOP7g600G3JlwIDe6UZSHOzpGInmilNIgH1/Gb6ReuMZn1RUgABt2acGAaBixLOKqCbk04yJb+o9HQIVsqUpe7dzGIALqUFZ7al0Hh3FtdG43u00c8fooZZhJRc5RZqx2nXU6Z8847DwMGDNhfbSGkIGIz0GHOq7VWorzIGZmMIF0OzGokqG5pr6aBzIVRT6OCOOiHSbqrq5EH2hBF1AgjOtPR8yP2I4v1QXKgtJA/hhO2ndFlZ5+oiMjC5qSFqvJ40M0JDdLBydopHnIMy+wXj7FQx/OkH2JdsWw9z9h+5GSycu44ZElFsl9cRNCEZTFTRthoHElEBh1lq51w3ig1mBiA1WGKXm10n4gkeITxQwejkFs4K/qLvsieAKIfdSClklKWdoc9MxPZqKuRztXm1deoomYVhGUdl5kyUr5Mr3lZDIbhFhDWdezmw8gMlxTlUTyISHbWN8jFzOwFzck0EnGuN4Lc6G32DeDev6VkCueTlEdMWzZiDKQAoBpQw3O+Choxd1hTxgtlmPIjVA3CJLMcFJ6zP9cUiBujOO/zjKIEkYdIAaO7UvRosoWgICEBo8PGIA/XEa8/odbZAKJvrDaUDV23Q7ATxecc8CI8pPOSCRzXWlrC65QJti2C7JoyUXcM7wtSdo6RUDm4cgZ6ZHsWi1zvbEqA5JAxdOxNplEejwXdmtDgZoTQwakiZd1SmcCBEk4oKY8Y8bqb7UGt/cYuccjOlOGa4uAGI9Epk404w6WZKQMDjsHdplMGgLt+cN4oGG5NGe7FHaNo+TIr4xUkJCjEXNdhzqvRCVEOAhMbflqT7AlVhkI3469huDVldNy43chxPca6H+JQ//hbn2FLY0vArXEQbRIGL90vYflwDt2M0s5GBE1srG+GYQD9epYG3KJwYGbWe8oL5WJmgm6ak2mU0SkjUQ2oMc1q7hXCyNqj4lG+FBSJAQCMzvUgZZeYnShhTRl/ZPYd5ctyUYzMuq8taiAdp46P3LXm4wNwz7M2950O066aMoQEiVtTJvqTXuglpyOu4e/KtOlhqBaP2JrWNVPGRjJtoURDiShnrDtfuhubNjeEwyGjwpoy+RHp6Tbly3IQvbFmcyOG9ClHj1IeqwERWOJk+0b5DLMvuDVlbJRRvsxFiULV7XxUCNETLZk9qlTD81M2IshF1yAfP4Tski73qWIQ6gSiUDn7xUFm+FK+LAe1pq/uRncZKEGDO4DczHjOG/c8m+b9sMN0m5PdggULMH36dPTo0QO9e/f2fY9hGDlf9913n+c9K1euxMyZM1FeXo7Bgwdj/vz5lGbrNjiTXYd9QRZWjvgiJyROUmldLlZulIVutStMw0DaBva2WuhRql90sDPWbbSmLG0Pt2F0RmUXbqRTJhdDPXSH8DMMEtEfm+qbMbxvRcCtCQ/i2JK2oi9L2l4MGLAsJ1OG8mUuHnlXrjMStRYhAC2DWrKJmdC6RqEfIlPGCfwJujXhILt2Cs8vDm6/MFMmGxFQkk5H2/5SDGKcWCGSnA4SeV+0GMQnMJSaMuyOjtFtQvpaW1txzjnnYNq0aXjwwQfzvu+hhx7C7Nmz5c9VVVXy+4aGBpx00kmYNWsWli5ditWrV2POnDmoqKjAddddt1/bTzqOVpkyhlpcLejW7D+MjFfG0iQiRU2l1+0QHDOdyMa9rSk9nTIGsGHHXmzYsRej+utpvA3jiM9OR49TviwHkZ7uGMCCbk24UI8jlBVyEQb2NA3sOYitn/JlXlQDqg7nwWIxkLVHcZ2RDggGCriYppMpk2Z2Yg661C0tFtcBnon453iROOddm5kyUM5xEQ8QLhY5b5gpIzEzije2zf7oKN3GKXPbbbcBABYuXFjwfb1790ZNTY3vaw8//DCam5uxcOFCJBIJjB8/HqtXr8bdd9+NuXPnhjKKl7iIT0eHj0ktNBflRc6AY+xLaaLdKp4wqWlNGctyihvraIgyFJfEx1ubAmxJcITRUODOSQumwUu7H67MZDg/w7DAvnFRDezsFi9Ceqk5ZSGh4V6YD1caxEKMjgdJdqYM5csU+TKLhiCXTPBExIP52oNaEwOg80GQXWuHc8jFlY/XRcGjAMr84flWnTesQeriBkjQjt4xIjearrrqKlRXV+OII47AfffdByuTYgYAS5YswcyZM5FIJOTvTjnlFGzcuBHr1q3L+zdbWlrQ0NDg+SLBocvGYGU8z1F+XmHsi7rzSSCLK1p61pRpTqZh2dA2U0Z31D74wgT/4ImuRqyvrSk9ax0Vg0hPtxiVnIPaH7yQuIi+qN+bRGVZPODWhAvDcNabtGVTvkzBLT5NY5hKtlNGN+lbP1T5MgZSOAhtf4sRy5LsjBDaUL2kWVMmB93sEoUQT0/5Mi9JzhuJrCnD+dJhIrU9/fCHP8Rjjz2G559/Hueddx6uu+463H777fL1uro6DBw40PNvxM91dXV5/+4dd9yBqqoq+TV06ND98wCkIK58WbDt6ApEUXAdohNsRD8jSCDu0q0pHZ0yBppa0wCgpSFKr0/bH7UPjhndP7B2qKg1ZeKazcliMeAeutlFXtTtmX3jIvpi2+4W9K0oDbYxIcM0DOzJ7IVl8UhdwzqEGDNJTc6DxSKcVS0pZ8zESzhmTMOpy5RMW9y3MxgGYFmOQZkBAg5upozj0Iz6fbpY3HMva8pkYwhpRO5Dcr6kNLBFFYMIAEiK+m6ajw/AlRIFmInYUQI92c2bNw+GYRT8evPNN4v+e9///vcxbdo0HHroobjuuuswf/58/PSnP/W8J/ugYtu27+9VbrrpJtTX18uvDRs2tOMpSWchIl502BjMTGp+1NPQvQXCIvygGUx5uba0i3Y0DaCpJQUAKNcwU4apMuE0YItmtKaZKZMPJ8vNQmvaQo/SbqN62yWow1iHs0mxiK7YvrsVfXvSKaNiGkBzxsBOKSoXVRqExg4XuUeJTBn2jbwjtaQsLeVw/RC139IRvze2B1VGE6DRUODWfGPEfzYe+TLN+0WV/6Oj13XCtNKZKTEM1+nNIdIxAr1dX3XVVTjvvPMKvmfEiBH7/PenTp2KhoYGbN68GQMHDkRNTU1ORsyWLVsAICeDRiWRSHgkz0gwiMmuw8ZgAFIbOMqLvvOcduSfUyCeUcdMGUOJDtY9U6ZXQk/Dtrp2h8aArUjDsICyP4Zh4KMtu2HbwAEDKoJuTqhQx7Rua3ohxPzetrsF/Zgp40EEowBACdcchUwUapqSVCpSvixN+TKBkZFMaUmlmW2WwTQMWfuNe5GDcD5YUr6M/QJ4M8QBOqtUHOemjRSdMq5Tho5eAEpgbZKZMgLTMOQ6wvNsxwjUMlRdXY3q6ur99veXL1+OsrIy9O7dGwAwbdo03HzzzWhtbUVpqXNJXLRoEWprazvk/CFdg5jqOqyBpmkANmDZ0V70hUybLocf1SkT5c/VD9MAdmcyZXSMtlfvPI99a1pwDQmQMGYViMvontYUEiX6OQuLwTSAj7buBgAc2L9XwK0JF+oyHpIhHSp27kmiTw86ZVS8GYMcNAJVaki381EhYlmGIMqXOX1i2U4GZ1U5a1YJbNtxQOgQvFgMOZkyXFcAuGdxEeHOfnFxHL7RD4otBtWpqXtfAIoNh5kyEkOx7ZTH9bPtdCbd5mS3fv16rFixAuvXr0c6ncaKFSuwYsUK7N7tGAr+9re/4f7778eqVauwdu1aPPDAA/je976Hyy67TGa5nH/++UgkEpgzZw5WrVqFJ598Erfffjvmzp3LA0w3QHxGOlxihYZ/1HU8ZUaQZWtxCZeX61Rau808ZhqKfFm32Xo6DUNxSZRpavwPY1aBaEdTS1pPWb0iMGBI6ZxeZTx0q4Qy+ysEqH2RYCS7BzOE62AYED2hS5BOsYjofiF5x4xOp08sy8mU4friICTd6vcmUVlGRxWgOh8ymTKcOgDccwsLludiZqJFU5rIqhdCPP6vX/4Ym+qbg21MCBDjQaid0Haccco0O7adigTv0B2h29yub7nlFvz2t7+VPx922GEAgBdffBHHHXcc4vE4fvWrX2Hu3LmwLAujRo3C/PnzceWVV8p/U1VVhcWLF+PKK6/ElClT0KdPH8ydOxdz587t8uch+44OZwcjkw648rNdOO/IYUE3Z79hGE5GUMrSQ65CHHxbUhZ6ambcNAwDzUnHqKBjRoI6vHU13qpPHZYuEOvOntYU+lTQkOGHJ7Jfg3V6X2HXuKhjRnfDRjZqb7BvXISBI5WmU0ZFjJFmkSlj0gkh5Muak5aW50k/zEyf7GhqpWRkBrUmBqDv2Tsb6awSskNcbz1YmYyzGB3gREFsvTpK0OfDNNyAWx1VUDqTbtN7CxcuxMKFC/O+Pnv2bMyePbvNvzNhwgS8/PLLndgy0tXo4Jk2DGBT/V5YNnDUyL5BN2e/4fhkbKegngafqzBoOvJlel2szYzcBKCnYVcd3hoMdV/UIR+WA61Yd5pa0tpmMLWFMGSE5CMLHUKGkwYfF7UvdFzvC8G+8cfNlLEQ0+x8VAiZKZN0Mqw5Zlz5spZUGgnKuQEQ9ylge1ML+tIpk8GZKxt27gUQnnNn0Liybo6jl2uKi2kKpRJLC7tEIXSwt7UHGVibpsSqwDQMNLYwU6Yz4EmGdBvE3qDDHuHIlznfl0a4qKeBjAayJtqtJUqmjG4buvq4uj074D3c6rCG+aFKuIXFgK1qBFO+zB/xUemwRu8LYizzAuui9kRY5npYMDTfC/Mhxklz0kIpI5QlJYpThtJlDqZhIG3ZaElZKItz3wbciOXmpIV+PemUAdy19uXVWwEwM1EgsxItZspkYxpGRlad/aL30+cizijMlHExoMiXMVOmQ0TX2ksihzDo6XDB1yaSMnP40UVDXHyuTa0p7S6S1NF30WEN8yWEEm5qMyiD4o+bKROOzyxsiF7RfFnz4JEv403Dg6HL+a6diHPB1sYW9O5Bo7IgJp0yFuKcTACctda2bTQnmSkjMAwDO5paAYDzJ0P26sojjJdURr6M+5CLqM2Usizt+4Vnfi8yiC+V1t5hJzAMx6YFAD0Y2NgheJIh3QaxN+iwDhohNF7uD5xMGdvRbtXgg3WLiqe0K06qe3SwLnO6EN7o+cCa4UGNnCzTbE4Wi7v3huRDCxnMJMrF43jguPGgDhNGbruILJDNjc2siaEgM4hS6UhnzrcH0xTyZZZ2Z+l8GAaQzBjZOU4csrNXmc3qYhjAKx9tA6DnnSwfhuHUk0nb7BdOFy/ivNaapsSqwDQMN1MmwUyZjsARRboNbjRq9HcJ9eAY5bO10EDWJVNGHPCSaRvlmmXKxDxjOvqfdTZe6a4AGxIgYcyWUtuh25wsFrEfheUzCxuif2jwcaF8WX7CuA6GgZLMYde2wZoYClLHPmmhhPJlADLyZZlMGdaCc/A4e7muAKD8UiFE31SUxligW0HUP00zU4bzJwvTNGAYoi4wewdw7HiNLSmYBpi12kHYe6TbocP9Xn3EKBt6DBhOTRlNnDLqAU9n+bISDSNMPNM4+kPdlzBmCxmGIdul25wsFvFJheQjCx2UL8uFjof8hHEdDAOqkaMva2JIRLe0pNKUL8tgZqLZmSnjYmoSzNceuLzmR9gWZo8fFHBLwkUsI1+WZk0Zzh8fYoaBva1pBkhkMA0DrSkLiZJYpO2VXQG3bdJtiMX00bX3HK4j/Lzi0VKWHennFOgslaT6YXQ00jFy3JstFKYuEPNStzlZLGK66jhvi4HybrnQ8ZAfgw4rX1QjR1V5PMCWhAvDMGAaTk0ZylI5mKZjCLJtSnUJeMbMxdA1AqoIGEzij2E42Zppy+I84vzJwTQNNCctZoVkoJJC58ERRboNPeJOeq0Om6S3SG50n1c8WdrWI1NGZ6kk1RClY/QRjZThXddEBluCMii+yEO3puO2LYThJ0RDOnCYKZMfr8xQcO0IG2oGrY5nhELETAPNSWbKCEzDQGvaAgD2SQY6e3PhkSU/DCbxx5SZMrb2+xCHRi6xzN7D+6IDnbudB0UkSbehIuEsgDpsEl75ssCasd8Rz/b0O5vQp0f0IyNjWsuXOf81DGip08uaMuF1TMUY6VMQd+6yf/xg//jgmevBNSOMqHsBi8W6qAYwziUvpmGgJW0hXsJ+AZw1JZlxyuh4nvQjrOersHD+UcOCbkKocPYhG9yCvJgmpFNG9zuB+vQ/POuQwNoRJsSYKGWmDABXBYX7cMfhiCLdBp0K0amLW5QPBapxYueeZIAt6RrUzzKhnVPGeXZdI4/UO7KuBievYyo8fSDmZZTX2o4h+ifgZoQUpu/nos5vXta8eDJlQrQOBo0qX8Ze8SLWFh3r8fkhinED+p4ps2F2Yi7q8lpTWRZcQ8IIg0l8EWtLMm1rXzdEHRt9KxIBtiQ8iKWV8mUOYt/hWbbjcESRboPIlBEp67oQJuNlZxPhR/NF/Sx1ky8Tzx7l8VwI9XCraRdkRXIG145sRFvC1KYwIWvK6Dpw24Dp+7moXcFx48XrsAqwISFDdTjoek7Ih4zOpWccQNYc4lgBkC2LyD4BvOdudokX4cxkv3gxDAO2bSNlWdpLI5ohvbMFCTNlvMj7DwdIh+GIIt0GkSmztzUdcEv2P7pcONQD80E1vQJsSdegRvTpVlRc+0wZ5fsoz+lCeAy1IRoH4jDJiEF/RLewf/JAbfYcdDnD7BM0nvqiRiXTWeVFjBPKlzmo00bXM2U2BtfcHLxS4OwTFeFw4FjxYhqAZTmZMro7ZajwkIuQnGVNGQdDBtwG3JAIoPdqQ7oVFaXOArg3GX2nTFgjyjsb9dHmnRl9vVI1kkC3DV1G20d5QBdAlzldCHX8h+mAz5oyhTHZPwUR/ROmMR00nvWONw0PHpkhjhmJalynodCLGCe6GwkF6l4U01xiSKBOGe7VDl6jcnDtCCN0yvjjyJfZSKYsxDVfW1gLNRexBSc0C6zNB5UUOg+OKNJt6JHQKVPG/T7Kh2vPgTm4ZnQZ6mepW3SfMMiXaGpUYKZM+DNlQtSkUCGGK/vHH/ZPLh4DoabrXT48kiAcNBKvxCf7RUWMEzplHAw6NnOgszeXsNYxDAOlmjsc8mEacGrKUL7Mc2njnuwg1taE7mMjg8yU4Vm2w3BEkW6DyJRpSUW/powuB0lDM+NEzGN0CLAhASCeN0zG+K6ENWXCmy0k5mWU19qOwEN3YaSmMsePxHOG4bjxQIdV23DIeHEzZdgxgHet1S3AKR+ewB9adwDoF/jXHuIlzJTxwxCZMmlb2yBCgTeYMLBmhApxnmWmjIPuKiidCUcU6TaUaVQYXRdnhW6pseqmpdtBWPuaMp7LoZ59gJA6m8W8ZCSYP6JXaED2h5rKuXgLxLJjVDz1djhofOGY8RJjpowHtRtoDHLwZMqwTwAwQ70QrnxZwA0JGTHDQMqykbZs7bOJWKcqF7G26iZBnw+DQY2dBk93pNug02VEl9R83YrIeXSwNTsJ6x5NwYij8BpqRVSp5vevvJg8dBdEjGsa2F0MGgjzYjDKv03YLV7EHqXTPagQXF9yYQaeD547ZnDNCCPSKcP548E0gdaUI5NfonnKmZH3B30Ra2tpid5jQ+AqBQTajEjAEUW6DTotgDoacHUw+JkaXxB0z5SJKYd7Hca6H2E1pEj5shC1KUwYdDq0AZ1W2Zg0EOZF7Y0wrYNhgFmL/rjyZfrcgwrBrJBcPFHt7BMA3qx0rileRBYIu8WLaRhSJj+ukd3JD6/kNAcKoMiXaT42BGJccB/uOBxRpNugk5ayLoVgvamxATaki9A5FVj3jbsi4aY6a/bRS8LqbDZpCCyIO3cDbkhIkU4rDh+JNws2uHaEEVPjc0BbsL6XP2KP0ukeVAh1L9I9ml1AR3guYa1jGAZc+TJ2jIphGGjNOGW0ly/TTGK+GBgg4UVsv1xHOg5HFOk2aJUpo8mlXWe9X92cE26mjD7zWKVXWYn8Xlfjf1hrZbmGwIAbElJcpwM7yA8xbnSd136ENSsuDHiMp+wbD3Rw+kNDkBdvXaYAGxIiWKsqF53vmG3BmjL+mAZkpoyu91VBWCWng0Sc2Xh2czCoFNBp6L3akG5FXKPNURdtYJ2jaXXbz3Wvu9AzEQ+6CYET1ghxmQkSojaFCR66C8P+yYUSXflh9HZ+XPmygBsSMmIyU0afe1AhvHWZ2CdA1r2RCwsA7zjhmuJFSHMZLBbiwVQyZXSXL/PUZAquFaGCThkvYl1lf3ScbrHarFu3Dt/4xjcwcuRIlJeX44ADDsCtt96K1tZWz/vWr1+PM844AxUVFaiursY111yT856VK1di5syZKC8vx+DBgzF//nzYtt2Vj0P2EZ2MuZ6DZLeYpfuGNzVWn88X0PB5TZEpo9dzC3omStp+k0aEyQHCTJDCSIcqu8cXRvfnops0aXvwGgrZOSpiX2C/eBEGD93ldATq+YHGIAdPdiLnDwCvIZlrihexlnD6eHEyZdIAgLjmncOaTLkIW4bmQ0Mi7s3sj47TLaxEH3zwASzLwq9//WsceOCBWLVqFS699FI0NTXhrrvuAgCk02mcdtpp6N+/P1555RVs374dF110EWzbxj333AMAaGhowEknnYRZs2Zh6dKlWL16NebMmYOKigpcd911QT4iIR48UaYR3gh1LiKn2/PqHk2hypfpStgz48LYpjCg+9xtC/dSwv4RUPYiP+yP/NBB7o8bnRvhKK12QAnAXLy1SINrR5hgVmJ+RNYdje1e1JoyumfKcP7kEuMZxYM8s3GAdJhuYSWaPXs2Zs+eLX8eNWoUPvzwQ9x7773SKbNo0SK899572LBhA2prawEAP/vZzzBnzhwsWLAAlZWVePjhh9Hc3IyFCxcikUhg/PjxWL16Ne6++27MnTuXGxMJDWGV+elsTI03/Ch/rn64NWX0em4BM2W8UVdhMqQYNKoXhE6Hwoh6d7yUuIR1rocB9kZ+YoxC9UVKbOptI5R45cs4WICsNZd7NYCsSH+uvB7cmjLsFxW1pozucpHMNMvFPaOwPwDKf3cm3Xa1qa+vR9++feXPS5Yswfjx46VDBgBOOeUUtLS0YNmyZfI9M2fORCKR8Lxn48aNWLduXd7/V0tLCxoaGjxfhOxPvAWxg2vH/iZREpPf67aeR/lz9aNERnpq9kFnqKBTxjPmw3SgFS3RdWy2BaPXC1PKgrk56JwF2xa67f3tgQ5gf6QhiIsMAO9ezX3bgdlDPmgc+NcWcZ5bfDENQzpldHf4UoY2FzdAgh0CsF5wZ9ItrwZr167FPffcg8svv1z+rq6uDgMHDvS8r0+fPigtLUVdXV3e94ifxXv8uOOOO1BVVSW/hg4d2lmPQogvukh/lMVVp0x0n9OPKH+ufogDTImmmuhxTZ9bxVNDKkSnDzEVNZuSRWPwElKQeAkNydmo6zwva14oQZUfrsX+xOis8kAHRC5eeVj2CcDggEKUinML548H0zTQknRqypRSvkz5nuMEYDZvLuyPziLQ1WbevHkwDKPg15tvvun5Nxs3bsTs2bNxzjnn4Jvf/KbnNb8Fw7btgkU1bdvO+28FN910E+rr6+XXhg0b2v2shLQHXdLQy+LuEqTbgVm359VdE50H2vBfkMPYpjAgeoWXd3+YKZNLibLOR/kMsy/oHn1bDFyLvYjpxLnkoI4POmUcxBmTQ8SlVJWfYr94cGvKBNyQkMFMGRevfFlgzQgVzFr1IrqB+3DHCVRP5aqrrsJ5551X8D0jRoyQ32/cuBGzZs3CtGnT8Jvf/MbzvpqaGrz++uue3+3cuRPJZFJmw9TU1ORkxGzZsgUAcjJoVBKJhEfyjJD9jke+LLoLnZopE+HH9EU3qVqZKaPbB00k6icfJuMSC9kXhpFhhWHB3FzinkyZABsSQrjOFIIZIX6IMcNucVDvRWE6SwSJmDPsDZdEib6Bf20hAidYa8eLaQApywnY1r6mjCb1jdsDJVa9sD86j0CdMtXV1aiuri7qvZ9//jlmzZqFyZMn46GHHoKZdcubNm0aFixYgE2bNmHQoEEAgEWLFiGRSGDy5MnyPTfffDNaW1tRWloq31NbW+tx/hASNLosbl6njB7PLNDNgEf5DRL2Az5tpf7ILLcQfmZhQEhchHFMB0VJjMawfFDKMj9u/apg2xE2qGPvxSNfxvkEQMlo5XorMQwD8ZiBZNrmmpKF2KLZL17U+aOr3LbAq24QXDvCBO9DXlhztPPoFi7gjRs34rjjjsPQoUNx1113YevWrairq/NkvZx88skYN24cLrzwQixfvhx///vfcf311+PSSy9FZWUlAOD8889HIpHAnDlzsGrVKjz55JO4/fbbMXfuXO0MpCTc6DIayz01ZQJsSADotoEx0pN4amWF8PTBc4A/zAQpjJBI0Tyo0kMJI9nzoquEZzGIkcK1xouYT3TKOHgMp+wTAO6ZilPHS1mJc89kv3gxZQY0O0ZF7Q7d11v16TlOHNwzSqDNCA0MGOk8As2UKZZFixbho48+wkcffYQhQ4Z4XhM1YWKxGJ5++mlcccUVmDFjBsrLy3H++efjrrvuku+tqqrC4sWLceWVV2LKlCno06cP5s6di7lz53bp8xDSFrrc2XWuKaOboUr3iCMC9Ch1jxxhmu8GJXMK4hoEA25ISBFrGw3JLqqhNMoSrPsCjcj5YaaMP25QCzsG8O7V3LcdXPky9odKIh5DY0uK4ySLEgbK+eJ1+Op96OV+kx86IRyYKdN5dAunzJw5czBnzpw23zds2DA89dRTBd8zYcIEvPzyy53UMtLVPPzNo1BeGmv7jd0cXQ7VesuXBd2CrkW3z5fk0rPMPXKocz9o3JoywbYjrJTITBDOYT/ExZ1rnItXvizAhoQQBii0DY1BXmQ0KvsFgHdNoZPTC4eIFxH8xzXFCyWl/fFII2q+tjBTJhc6IbwYMlMm4IZEgG7hlCFEMOPA4moQdXfEWh/1Nd9bhDHAhgSAbtHDukccEaCH4ogJ02VHHCp5afcnzijtgggje4iGdOCodVPCNNfDAI3I+XGzFgNuSMhwi+kG3JCQoJ6fub44sB/8EQFA7B0vrnxZwA0JGZRGdPHUlOEV3oNuNpx8mHRSdRqcYoSEEGkkDLgd+xvVyKebwU+3iEcpvxFwO0hwhPUQy0NlYWSmDPvHl5g0brB/BKoTnv3ihQEK+WEUqj+yX0K6h3Y1psZ3h3xwf/ZHZMpwTfEiM2W4pnhQ1xPdHZ2edZa39wx0ZqqYXEc6Dd4MCAkhYmnT6RCp0aMC0G9D1/1wS8JLjFHIBRFZD5zD/lCbPRdmyuSH/ZEf0TOcS17orPLCOZSL6BM74HaEjUSJkynDIeMlxlp4vlAa0cVb9zfAhoQQ7sUOYt9hUEDHoVOGkBCi42Kv2zPrdhDW/XBLwovJQ2VB6HQoTIw1ZXJQ9zf2i5c4xbfzYkgHOceMHxw6DjxP5iJrVdEr44E1ZfwR5132iheTmTIS4dAEOH8EDJDwwqDGzoPHO0JCiIgyTdv6nK51W9B1O+zp9ryk+yCGJi8d/lC+rDDMJCoM+8UL+6NtaPDw4tbaYb8A7Ac/2Cf+iKAJdo8Xyq76IyP/TUP7O4HOdX/z4SrZBNqM0CAy7ihf1nFKgm4AISQXUZhQI5+Mdocf3favGKPtCYC7zpmEqvJ40M3w4F5OA25ISKHToTAcP6Q9qNJuxB/OJX9oQHUo4RzKgbWq/BFDhXPHi8kId1/EMOF5l5kyfnB8eBHBegza6zjcwQkJIWp0gi7otr/pFlXAAwwBgC9PHoKTxg0MuhkexOWUY9QfYeyhIcyfycP7oKI0hiF9egTdFNIN4DqTH2FXpgEoCxqWPbAfcpHrCrvGA50P/phcU3wR/UGJRCDBmjI5MGvVCzPuOg9myhASQkSmjE7otqDr9rw84JKwIgyANAT6I5wxjMT15/SJtTh9Ym3QzSDdBM6j/LgGj4AbEjJEd7CmjAPPk7nIbPSA2xE23PNdwA0JGewXf8TSwuAJoDSmOmXYHyq6BdbmQ+zF7I+Ow+MdISFEjU7QBd02fN32L27YJKy48hbBtiOsiMLkNIQR0nGYcZYfFtEtDAMHHGgwzYUSwf6wZqA/BvvFF2bKuPDenovB+6IHtwZTwA2JAOxCQkKIquOpC7qdC3UzOvCAS8IK068LI+ZujMZkQjoM98K24VLsRRhOqdvuQKdMLlxX/HHly9g/KuwNf+Ray4xWD3TQeOFe7CCdMuyPDsMVh5AQUsZMmcij2/PyEk3CCmvKFEZkysR5SSWkwzAyOT+iZ3Q7HxUL9ygH9kMurnwZ+0ZF1qkKthmhQ+xDlm0H3JJwIZYWOjm9sDscmGHmpURmaLI/Ogpv2ISEEB0zZXTb8HV7Xl4YSVgRBkCeKf0R/UJDGCFkf8I6B/6I7mC/OHAvyoXyZf4wU8Yf0R82nTIeGKTlD+ePF44PB5FBRSdmx6FThpAQwkyZ6KPbhs4Nm4QVypcVJm05l/Y45csIIfsRZsoURrdzYz4olZILx4Y/rlMm4IaEDDGF6JPxIjNleN71wN5wEIGlXE8chG0nXqKf3bKzYQ8SEkJEpoxOh2zd7li6pXrSyELCikmnTEFSGadMCSs5knZSWVYSdBNId0IW0eVarGKwXzywvlkubjY6UZHXaHaMB9Ed9Ml4MZgp44tuNou8iL2Y4wOAW3spzv7oMLwtERJCYhqmA3LDjzYlmY2bHzMJG2KZpc/Bn1Q645TRaD8iHefVG49HeVw/KVbScbjU+EOnjAMzZXKhtr8/lC/zh5ky/uhofykGdocDs3m9iHtznBfoDkOnDCEhppSLHIkIjGwkYcU18HCM+pGyLACMHCTto7Z3edBNIN0Mt3YK1xoV1xAUaDNCA/eiXGRtvIDbETYMOmV8Ef1iM1fGgxukRfuLCvdkLwwMcBDzhEoKHYdOGUJCypzpI3Dq+Jqgm0FIp8DjCwkrIg2dBU/9OeHggTjx4IH44mGDg24KIZHgkhkjMeug/kE3I3QYrP/gCyV1vLAfcpE1MNg1HsRQoQ3Vi+gOi8deD2KtZaaMF3aHgxgfXE8cZE0ZBt52GDplCAkp8848JOgmENLp6HyQ+bfDh2DFhp1BN4NkISKeeDn1p2eiBA9cNCXoZhASGW45Y1zQTQgllAbxhxlEXhilnAsdVf7ETDp6/TCpX+aLSQe4L9x7vPCM4iCCGktLmCnTUeiUIYQQ0mXofP7/2bmTgm4C8UGoFKTplSGEkMBgQfvC0FDowCLLucQoX+aLITNl2DMqojt47PUiVJiYKeNgGM69nd3hILqBe7FDiazBRKdMR2EPEkII2e+IInADeiUCbgkhXkyZKcPbKSGEBIWRMXkYvJ36QjsQyYcwitH54MWgs8oXN1GG514VUSODRncHcXfnuuLgBo4E246w4DqpAm1GJOgWXbhu3Tp84xvfwMiRI1FeXo4DDjgAt956K1pbWz3vMwwj5+u+++7zvGflypWYOXMmysvLMXjwYMyfP58bEiGE7Gf690rgwYum4KYvHBx0UwjxIC4ddMoQQkhwyKj2YJsRPphBRNogFmOtAz9EBhHnjheTsr2+iNIYJayRAQBIZO5HdEI4SIlVdggAIJ25N9Np13G6hXzZBx98AMuy8Otf/xoHHnggVq1ahUsvvRRNTU246667PO996KGHMHv2bPlzVVWV/L6hoQEnnXQSZs2ahaVLl2L16tWYM2cOKioqcN1113XZ8xBCiI6ccPDAoJtASA7XnjgaiRITh9RWtf1mQggh+xUaUP1h9DbJB+vs+COmDLvHH/pkvMRiIlOmW8St73fiJSbQwj1ZYNDJ60E4ddkfHadbOGVmz57tcbSMGjUKH374Ie69994cp0zv3r1RU1Pj+3cefvhhNDc3Y+HChUgkEhg/fjxWr16Nu+++G3Pnzs3r5WtpaUFLS4v8uaGhoROeihBCCCFB07tHKTO4CCEkYGjw8EfIurFfSD6Ew44jxIvBjBBfRL9QLcaLcG6ypoxDnBlDvrBXHMT6wenScbqtG7i+vh59+/bN+f1VV12F6upqHHHEEbjvvvtgWZZ8bcmSJZg5cyYSCbemwSmnnIKNGzdi3bp1ef9fd9xxB6qqquTX0KFDO/VZCCGEEEIIIURXxL2evgd/aPgg+RBGZMrIeGHNQH84SvwR84hrrUNpiZAvY4cAnDfZWJZwyrBnOkq3dMqsXbsW99xzDy6//HLP73/4wx/isccew/PPP4/zzjsP1113HW6//Xb5el1dHQYO9MrniJ/r6ury/v9uuukm1NfXy68NGzZ04tMQQnRi4hBKJBFCCCGE+MELvhdZa4fdQvJgMlPGF2FcZ0aIF1NmygTckJDh1grhTALcmpt0UnnhtHEQ/cCzSccJVL5s3rx5uO222wq+Z+nSpZgyZYr8eePGjZg9ezbOOeccfPOb3/S89/vf/778/tBDDwUAzJ8/3/P77AgSu4gCRYlEwpNdQwgh+8rvv3EU6uqbg24GIYQQQkhoEFcxGoC8iO6gAZW0BY1jXoSRnfJlXsQaywwiL27GWcANCQmlMWbKeGA3eEgzU6bTCNQpc9VVV+G8884r+J4RI0bI7zdu3IhZs2Zh2rRp+M1vftPm3586dSoaGhqwefNmDBw4EDU1NTkZMVu2bAGAnAwaQgjZH1SVx1FVHg+6GYQQQgghocF1yvCCryK6g+ZTQtqHlC+jV8aDIZ0ywbYjbJiMCPAgMmW4JXth5p2D6Aae2TpOoE6Z6upqVFdXF/Xezz//HLNmzcLkyZPx0EMPwTTbVl5bvnw5ysrK0Lt3bwDAtGnTcPPNN6O1tRWlpaUAgEWLFqG2ttbj/CGEEEIIIYQQ0jWIgva83/tDOxBpG04eFZPOB1+mHVCNcYMqcfZhtUE3JVSUUAbQw61njMPdi1ezVlUGgyPDgw2RKRNwQyJAt6gps3HjRhx33HEYOnQo7rrrLmzduhV1dXWerJe//e1vuP/++7Fq1SqsXbsWDzzwAL73ve/hsssuk9Jj559/PhKJBObMmYNVq1bhySefxO233465c+dysSGEEEIIIYSQADh3yhAALFaeDQ1BpFi+Pm140E0IFTJThh5ND1XlcTzz7WMwqKo86KaECkb8e5kyoi/+99KpQTcjNMweXwMA6NeTZS0A19nNM1vHCTRTplgWLVqEjz76CB999BGGDBnieU2kj8XjcfzqV7/C3LlzYVkWRo0ahfnz5+PKK6+U762qqsLixYtx5ZVXYsqUKejTpw/mzp2LuXPndunzEEIIIYQQQghxuHDaCFw4bUTQzQgtNgXMSAHW3Xla0E0IHaydQtoDa8qQQpw0biDXWYUR/XoAAAZVlQXcku5Pt3DKzJkzB3PmzCn4ntmzZ2P27Nlt/q0JEybg5Zdf7qSWEUI6SlV5HPV7k0E3gxBCCCGEkFDRu8KpQyj0/QkhxVGZqeFZyrlDiiBGHSZCimb2+EH4+3UzcUD/nkE3pdvTLZwyhJDo8vQ1R+OTbU1BN4MQQgghhJBQ8Z0Tx+DgmkoaPhQeuWwqBlYyOpcU5qLpI9C7RymOHNk36KaQbkBM1pShc4aQYuC5pHOgU4YQEihD+vTAkD49gm4GIYQQQgghoaIsHsPZhw0OuhmhYuqofkE3gXQD4jETX548pO03EgJmyhBCgoG5nIQQQgghhBBCCCGEEO2IsaYMISQA6JQhhBBCCCGEEEIIIYRoBzNlCCFBQKcMIYQQQgghhBBCCCFEO5gpQwgJAjplCCGEEEIIIYQQQggh2hGjN4YQEgB0yhBCCCGEEEIIIYQQQrRDZsqAzhlCSNdBpwwhhBBCCCGEEEIIIUQ7WFOGEBIEdMoQQgghhBBCCCGEEEK0o0Q4ZeibIYR0IXTKEEIIIYQQQgghhBBCtMNkpgwhJADolCGEEEIIIYQQQgghhGhHiawpQwghXQedMoQQQgghhBBCCCGEEO0wDbpjCCFdD50yhBBCCCGEEEIIIYQQ7RA+GYPOGUJIF0KnDCGEEEIIIYQQQgghRDtsO+gWEEJ0hE4ZQgghhBBCCCGEEEKItjBPhhDSldApQwghhBBCCCGEEEII0Y7SEsc02q9nacAtIYToREnQDSCEEEIIIYQQQgghhJCuZmBlGe772mQcN7Z/0E0hhGgEnTKEEEIIIYQQQgghhBAtmT2+JugmEEI0g/JlhBBCCCGEEEIIIYQQQgghXUC3ccqceeaZGDZsGMrKyjBo0CBceOGF2Lhxo+c969evxxlnnIGKigpUV1fjmmuuQWtrq+c9K1euxMyZM1FeXo7Bgwdj/vz5sG27Kx+FEEIIIYQQQgghhBBCCCEa0m2cMrNmzcIf//hHfPjhh3j88cexdu1afPnLX5avp9NpnHbaaWhqasIrr7yCRx55BI8//jiuu+46+Z6GhgacdNJJqK2txdKlS3HPPffgrrvuwt133x3EIxFCCCGEEEIIIYQQQgghRCMMu5umifz1r3/F2WefjZaWFsTjcTz77LM4/fTTsWHDBtTW1gIAHnnkEcyZMwdbtmxBZWUl7r33Xtx0003YvHkzEokEAODOO+/EPffcg88++wyGYRT1/25oaEBVVRXq6+tRWVm5356REEIIIYQQQgghhBBCCCHhp1i/QbfJlFHZsWMHHn74YUyfPh3xeBwAsGTJEowfP146ZADglFNOQUtLC5YtWybfM3PmTOmQEe/ZuHEj1q1bl/f/19LSgoaGBs8XIYQQQgghhBBCCCGEEEJIe+hWTpn/+I//QEVFBfr164f169fjL3/5i3ytrq4OAwcO9Ly/T58+KC0tRV1dXd73iJ/Fe/y44447UFVVJb+GDh3aWY9ECCGEEEIIIYQQQgghhBBNCNQpM2/ePBiGUfDrzTfflO+/4YYbsHz5cixatAixWAxf//rXoaqv+cmP2bbt+X32e8S/LyRddtNNN6G+vl5+bdiwYZ+fmRBCCCGEEEIIIYQQQgghelIS5P/8qquuwnnnnVfwPSNGjJDfV1dXo7q6GmPGjMHBBx+MoUOH4rXXXsO0adNQU1OD119/3fNvd+7ciWQyKbNhampqcjJitmzZAgA5GTQqiUTCI3kmHDmUMSOEEEIIIYQQQgghhBBCiPAXqIkkfgTqlBFOln1BPFhLSwsAYNq0aViwYAE2bdqEQYMGAQAWLVqERCKByZMny/fcfPPNaG1tRWlpqXxPbW2tx/nTFo2NjQBAGTNCCCGEEEIIIYQQQgghhEgaGxtRVVWV93XDbsttEwLeeOMNvPHGGzj66KPRp08ffPzxx7jllluwadMmvPvuu0gkEkin0zj00EMxcOBA/PSnP8WOHTswZ84cnH322bjnnnsAAPX19Rg7diyOP/543HzzzVizZg3mzJmDW265Bdddd13R7bEsCxs3bkSvXr0Kyp7pRkNDA4YOHYoNGzagsrIy6OYQEjo4RwhpG84TQgrDOUJI23CeEFIYzhFCCsM5QkjbcJ74Y9s2GhsbUVtbC9PMXzkm0EyZYikvL8cTTzyBW2+9FU1NTRg0aBBmz56NRx55RMqKxWIxPP3007jiiiswY8YMlJeX4/zzz8ddd90l/05VVRUWL16MK6+8ElOmTEGfPn0wd+5czJ07t13tMU0TQ4YM6dRnjBKVlZWcjIQUgHOEkLbhPCGkMJwjhLQN5wkhheEcIaQwnCOEtA3nSS6FMmQE3cIpM2HCBLzwwgttvm/YsGF46qmn2vxbL7/8cmc1jRBCCCGEEEIIIYQQQgghpCjy59AQQgghhBBCCCGEEEIIIYSQToNOGdJpJBIJ3HrrrVJSjhDihXOEkLbhPCGkMJwjhLQN5wkhheEcIaQwnCOEtA3nSccwbNu2g24EIYQQQgghhBBCCCGEEEJI1GGmDCGEEEIIIYQQQgghhBBCSBdApwwhhBBCCCGEEEIIIYQQQkgXQKcMIYQQQgghhBBCCCGEEEJIF0CnDCGEEEIIIYQQQgghhBBCSBdApwwhhBBCCCGEEEIIIYQQQkgXQKcM6RR+9atfYeTIkSgrK8PkyZPxz3/+M+gmEdIlzJs3D4ZheL5qamrk67ZtY968eaitrUV5eTmOO+44vPvuu56/0dLSgquvvhrV1dWoqKjAmWeeic8++6yrH4WQTuPll1/GGWecgdraWhiGgT//+c+e1ztrXuzcuRMXXnghqqqqUFVVhQsvvBC7du3az09HSMdpa47MmTMnZ2+ZOnWq5z2cIyTK3HHHHTjiiCPQq1cvDBgwAGeffTY+/PBDz3u4lxCdKWaOcC8hunPvvfdi4sSJqKysRGVlJaZNm4Znn31Wvs59hOhOW3OE+8j+hU4Z0mEeffRRXHvttfje976H5cuX45hjjsGpp56K9evXB900QrqEQw45BJs2bZJfK1eulK/95Cc/wd13343//u//xtKlS1FTU4OTTjoJjY2N8j3XXnstnnzySTzyyCN45ZVXsHv3bpx++ulIp9NBPA4hHaapqQmTJk3Cf//3f/u+3lnz4vzzz8eKFSvw3HPP4bnnnsOKFStw4YUX7vfnI6SjtDVHAGD27NmeveWZZ57xvM45QqLMSy+9hCuvvBKvvfYaFi9ejFQqhZNPPhlNTU3yPdxLiM4UM0cA7iVEb4YMGYI777wTb775Jt58800cf/zxOOuss6TjhfsI0Z225gjAfWS/YhPSQY488kj78ssv9/zuoIMOsm+88caAWkRI13HrrbfakyZN8n3Nsiy7pqbGvvPOO+Xvmpub7aqqKvu+++6zbdu2d+3aZcfjcfuRRx6R7/n8889t0zTt5557br+2nZCuAID95JNPyp87a1689957NgD7tddek+9ZsmSJDcD+4IMP9vNTEdJ5ZM8R27btiy66yD7rrLPy/hvOEaIbW7ZssQHYL730km3b3EsIySZ7jtg29xJC/OjTp4/9wAMPcB8hJA9ijtg295H9DTNlSIdobW3FsmXLcPLJJ3t+f/LJJ+PVV18NqFWEdC1r1qxBbW0tRo4cifPOOw8ff/wxAOCTTz5BXV2dZ34kEgnMnDlTzo9ly5YhmUx63lNbW4vx48dzDpFI0lnzYsmSJaiqqsJRRx0l3zN16lRUVVVx7pBI8I9//AMDBgzAmDFjcOmll2LLli3yNc4Rohv19fUAgL59+wLgXkJINtlzRMC9hBCHdDqNRx55BE1NTZg2bRr3EUKyyJ4jAu4j+4+SoBtAujfbtm1DOp3GwIEDPb8fOHAg6urqAmoVIV3HUUcdhd/97ncYM2YMNm/ejB/96EeYPn063n33XTkH/ObHp59+CgCoq6tDaWkp+vTpk/MeziESRTprXtTV1WHAgAE5f3/AgAGcO6Tbc+qpp+Kcc87B8OHD8cknn+AHP/gBjj/+eCxbtgyJRIJzhGiFbduYO3cujj76aIwfPx4A9xJCVPzmCMC9hBAAWLlyJaZNm4bm5mb07NkTTz75JMaNGyeNwdxHiO7kmyMA95H9DZ0ypFMwDMPzs23bOb8jJIqceuqp8vsJEyZg2rRpOOCAA/Db3/5WFkDbl/nBOUSiTmfMC7/3c+6QKPCVr3xFfj9+/HhMmTIFw4cPx9NPP40vfelLef8d5wiJIldddRXeeecdvPLKKzmvcS8hJP8c4V5CCDB27FisWLECu3btwuOPP46LLroIL730knyd+wjRnXxzZNy4cdxH9jOULyMdorq6GrFYLMe7uWXLlpyIA0J0oKKiAhMmTMCaNWtQU1MDAAXnR01NDVpbW7Fz58687yEkSnTWvKipqcHmzZtz/v7WrVs5d0jkGDRoEIYPH441a9YA4Bwh+nD11Vfjr3/9K1588UUMGTJE/p57CSEO+eaIH9xLiI6UlpbiwAMPxJQpU3DHHXdg0qRJ+MUvfsF9hJAM+eaIH9xHOhc6ZUiHKC0txeTJk7F48WLP7xcvXozp06cH1CpCgqOlpQXvv/8+Bg0ahJEjR6KmpsYzP1pbW/HSSy/J+TF58mTE43HPezZt2oRVq1ZxDpFI0lnzYtq0aaivr8cbb7wh3/P666+jvr6ec4dEju3bt2PDhg0YNGgQAM4REn1s28ZVV12FJ554Ai+88AJGjhzpeZ17CdGdtuaIH9xLCHHmTktLC/cRQvIg5ogf3Ec6GZuQDvLII4/Y8XjcfvDBB+333nvPvvbaa+2Kigp73bp1QTeNkP3OddddZ//jH/+wP/74Y/u1116zTz/9dLtXr15y/N955512VVWV/cQTT9grV660v/rVr9qDBg2yGxoa5N+4/PLL7SFDhtjPP/+8/dZbb9nHH3+8PWnSJDuVSgX1WIR0iMbGRnv58uX28uXLbQD23XffbS9fvtz+9NNPbdvuvHkxe/Zse+LEifaSJUvsJUuW2BMmTLBPP/30Ln9eQtpLoTnS2NhoX3fddfarr75qf/LJJ/aLL75oT5s2zR48eDDnCNGGb33rW3ZVVZX9j3/8w960aZP82rNnj3wP9xKiM23NEe4lhNj2TTfdZL/88sv2J598Yr/zzjv2zTffbJumaS9atMi2be4jhBSaI9xH9j90ypBO4Ze//KU9fPhwu7S01D788MPtl156KegmEdIlfOUrX7EHDRpkx+Nxu7a21v7Sl75kv/vuu/J1y7LsW2+91a6pqbETiYR97LHH2itXrvT8jb1799pXXXWV3bdvX7u8vNw+/fTT7fXr13f1oxDSabz44os2gJyviy66yLbtzpsX27dvty+44AK7V69edq9evewLLrjA3rlzZxc9JSH7TqE5smfPHvvkk0+2+/fvb8fjcXvYsGH2RRddlDP+OUdIlPGbHwDshx56SL6HewnRmbbmCPcSQmz7kksukXaq/v372yeccIJ0yNg29xFCCs0R7iP7H8O2bbvr8nIIIYQQQgghhBBCCCGEEEL0hDVlCCGEEEIIIYQQQgghhBBCugA6ZQghhBBCCCGEEEIIIYQQQroAOmUIIYQQQgghhBBCCCGEEEK6ADplCCGEEEIIIYQQQgghhBBCugA6ZQghhBBCCCGEEEIIIYQQQroAOmUIIYQQQgghhBBCCCGEEEK6ADplCCGEEEIIIYQQQgghhBBCugA6ZQghhBBCCCGEEEIIIYQQQroAOmUIIYQQQgghhBBCCCGEEEK6ADplCCGEEEIIIYQQQgghhBBCugA6ZQghhBBCCCGEEEIIIYQQQrqA/w9Jvf17dqGSlgAAAABJRU5ErkJggg==", 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" ] @@ -198,8 +322,8 @@ ], "source": [ "fig, axis = plt.subplots(2, 1, gridspec_kw={\"hspace\":0})\n", - "axis[0].plot(v_pos, linewidth=0.5)\n", - "axis[1].plot(v_neg, linewidth=0.5)\n", + "axis[0].plot(T_pos, linewidth=1)\n", + "axis[1].plot(T_neg, linewidth=1)\n", "axis[0].axvspan(idx_desired0, idx_desired0+m, color=\"grey\", alpha=0.4, label=\"desired instances\")\n", "axis[0].axvspan(idx_desired1, idx_desired1+m, color=\"grey\", alpha=0.4)\n", "axis[0].set_ylabel(\"T(+)\")\n", @@ -214,8 +338,108 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Upper fig : T(+) looks noisy, 𝐓(+) has to include contains **at least two instances**. Signals on grey area are two \"desired instances\" which are similar. \n", - "Bottom fig : T(-) looks clean, much more regular repeated pattern. Because T(-) has to be **zero instances of interest**." + "[Upper Fig] : T(+) contains at least two instances that are of our interest. \n", + "Signals on grey area are two \"desired instances\" which are similar. \n", + "\n", + "[Bottom Fig] : T(-) looks clean, much more regular repeated pattern. \n", + "Because T(-) has to be **zero instances of interest**." + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## What can Matrix Profile find?\n", + "Let's demonstrate which kind of motifs/discords self-join Matrix Profile for T(+) can find." + ] + }, + { + "cell_type": "code", + "execution_count": 93, + "metadata": {}, + "outputs": [], + "source": [ + "MP_PP = stumpy.stump(T_pos, m)\n", + "idx_motif = np.argmin(MP_PP[:, 0])\n", + "idx_motif_nn = MP_PP[idx_motif, 1]\n", + "idx_discord = np.argmax(MP_PP[:, 0])\n", + "idx_discord_nn = MP_PP[idx_discord, 1]" + ] + }, + { + "cell_type": "code", + "execution_count": 116, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0.0})\n", + "axes[0].plot(T_pos, linewidth=1)\n", + "axes[1].plot(MP_PP[:, 0], linewidth=1)\n", + "\n", + "axes[0].axvspan(idx_motif, idx_motif+m, color=\"C2\", alpha=0.5, label=\"motif\")\n", + "axes[1].axvspan(idx_motif, idx_motif+m, color=\"C2\", alpha=0.5)\n", + "axes[0].axvspan(idx_motif_nn, idx_motif_nn+m, color=\"C2\", alpha=0.2, label=\"motif_nn\")\n", + "axes[1].axvspan(idx_motif_nn, idx_motif_nn+m, color=\"C2\", alpha=0.2)\n", + "axes[0].set_ylabel(\"T(+)\")\n", + "axes[1].set_ylabel(\"Matrix Profile\")\n", + "axes[0].legend(loc=1)\n", + "axes[0].set_title(\"Motifs\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 117, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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OOgmLFy8GoNXGe+ihh/D666+joqIC06ZNwyuvvGIK5ni9Xtx555346KOP4PF4cM455+DVV19tVo+Y6upqxMbGoqqqikqZEUI6ldvtxoYNG+BwOGC1Wjt7d1rF7/fD7XZj+vTpcDgcnb07hBBCCOlJ/G7g+DrAFgWI5h6lHq8Xe3bvgd1uN9Uqb2+CvxJ9sr6BYokEE+rvmxqWqoBjEqSIFDA+OHikKAokSUL/fv079LkAAHxOwFMGzH4QiE5tdHFCCCE9xzX/24wom4BXr5rcosd7vV5kZWVh8ODBdXqJ+/1+yLLcFrvZKFEUu/3YCml/DR2vTY0bdJtMmXAyMjJMv3MchwcffBAPPvhgvY+x2+146aWX8NJLL7XvzhFCCCGEEEIIIYQQQkgvwKF96pdZrVYKlJAep9v0lCGEEEIIIYQQQgghhBBCCOnOKChDCCGEEEIIIYQQQgghpEW6cXcMQjoFBWUIIYQQQgghhBBCCCGEtFz7VC8jpEeioAwhhBBCCCGEEEIIIYQQQkgHoKAMIYQQQgghhBBCCCGEEEJIB6CgDCGEEEIIIYQQQgghhJAWYYyqlxHSHBSUIYQQQgghhBBCCCGEEEII6QBiZ+8AIYQQQgghhBBCCCGEkO6L49opV8ZbBUie9ll3bZYIwB7bMdtqpoyMDMyaNQsVFRWIi4sDAHzzzTdYuHAhsrKyMH/+fCxevLhT95E0HQVlCCGEEEIIIYQQQgghhLQIA2ufFXurgDVPAe6y9ll/bY5E4Ky7Oj0wM3PmTJx00kmmIMuMGTNQWFiI2Njgvt1888247rrrcNtttyE6OroT9pS0FAVlCCGEEEIIIYQQQgghhLRYu+TJSB4tICNGABZHe2whZFtubVuSp9ODMuFYrVakpqYavzudThQXF2Pu3Lno27dvJ+4ZaQnqKUMIIYQQQgghhBBCCCGka7I4AFtU+/5rYdBn5syZmD9/PhYsWID4+HikpKTgjTfegMvlwnXXXYfo6GgMHToUP/30k/GYNWvWYOrUqbDZbEhLS8Pdd98NWZYBAPPmzcOaNWvwwgsvgOM4cByH7OxsZGRkgOM4VFZWIiMjw8iMOfvss8FxHDIyMlr9MpOOQ0EZQgghhBBCCCGEEEIIIS3C2ql6WXfx7rvvIikpCZs3b8b8+fPxj3/8A5dffjlmzJiB7du3Y+7cubj66qvhdruRn5+P888/H6eccgp27dqF1157DW+//TYeffRRAMALL7yA6dOn46abbkJhYSEKCwvRv39/0/ZmzJiBQ4cOAQC+/PJLFBYWYsaMGR3+vEnLUVCGEEIIIYQQQgghhBBCSItx7VK/rHuYOHEi7rvvPgwfPhz33HMPIiIikJSUhJtuugnDhw/H/fffj7KyMuzevRuvvvoq+vfvj5dffhmjRo3CJZdcgoceegjPPvssVFVFbGwsrFYrHA4HUlNTkZqaCkEQTNuzWq1ITk4GACQkJCA1NRVWq7UznjppIQrKEEIIIYQQQgghhBBCCGmR3p4pM2HCBONnQRCQmJiI8ePHG7elpKQAAIqLi3HgwAFMnz4dXEgU67TTToPT6UReXl7H7TTpVBSUIYQQQgghhBBCCCGEENJkxTVeqKoWjWGoPypT7vJDUtSO2q1OYbFYTL9zHGe6TQ/AqKoKxpgpIAMALBDVqn076bkoKEMIIYQQQgghhBBCCCGkyV5dnYn8So/xe33hhDOfWo1vdxZ0zE51A2PGjMH69euNQAwArF+/HtHR0UhPTweglSdTFKWzdpF0AArKEEIIIYQQQgghhBBCCGkyRWVNKlvm9MlGRg0B/vnPfyI3Nxfz58/HwYMH8e233+KBBx7A7bffDp7XhuoHDRqETZs2ITs7G6WlpVDVnp1p1BuJnb0DhBBCCCGEEEIIIYQQQroPlTGogagMYw2X3uL5Vpblktyte3xX2QaA9PR0LF26FHfeeScmTpyIhIQE3HDDDbjvvvuMZRYuXIhrr70WY8aMgcfjQVZWVofsG+k4FJQhhBBCCCGEEEIIIYQQ0mQqgxGUAeovXwYAoTEZr6TAKvBNC9RYIgBHIuAuA2RP48u3liNR22YzZGRk1LktOzu7zm2h5crOOussbN68ud51jhgxAhs2bDDdNmjQINM64uLiTL+T7oWCMoQQQgghhBBCCCGEEEKaTFUZmlqVjA/Jorn45bWYN2Mwrpw2oPEH2mOBs+4CpA4IyABaQMYe2zHbIr0aBWUIIYQQQgghhBBCCCGEmKgqw+JVR3D7uSOM2yRFhUXgoTJmZGo0FpsJzYo5Ue1DlUdq+k7YYylQQnocvrN3gBBCCCGEEEIIIYQQQkjXIqkqXlx1xHTb8Ht/wsGi6kD5spA7GqhGFlqpTOA5U9mzUFSOi/QWFJQhhBBCCCGEEEIIIYQQYlJfjMQnqWCMQdGjMmGW+3F3IU5UewGYy5fxnJaBU3dbDEVV3lbvMyHdAQVlCCGkFzhWISGzohnpwYQQQgghhBBCCOnVQoMyK/efwPkv/AYgmO2iGuXL6gZZbvloOzYeKwNQOyjD1duLpr4MGkJ6GgrKEEJIL/DJPic+2+fs7N0ghBBCCCGEEEJINxEaJCmu8eFgUTUALbCiMHPQhgtTv0zktaHnkJhM4LFhMmXaaJ8J6Q4oKEMIIb2AX2GwCg0UeCWEEEIIIYQQQkiPlF3qwqmLVjX7caHBE4UxCIHmMEeKa3CsxNloZosYGIcI7RXDc9Q7hhCxs3eAEEJI+9OCMp29F4QQQgghhBBCCOlokqKiqLr5/VqYGvIzY+A4DgDD/d/uQ5VHCpYvY+ZsGJ0lEJRRQtbDcVz4YA7FaUgvQpkyhBDSC1CmDCGEEEIIIYQQ0jt4JQU7cyuN31sa7wgNnigqgxCIvPhlNXB/cNlwIw56+bLQjBuB50xBmlD6UjVeCdmlrhbuNSFdHwVlCCGkF5BVQOQpKEMIIYQQQgghhPR0m7LKcckr64zf9SDK5EdWNGs9ocEUlcEoX+aVFQCNlyHTs2dU1RyUYYyh0u3HzKdXG7eHrskvq6j2Stovsh/wuzvmn+xv1utDSEtR+TJCCOkFbAIHv0K5wIQQQgghhBBCSE92qKjGyGjRSYHUlDJX04MOR07UYOWBYuN3VWVGkEWPxRTX+FDm9NWbiaMEgjFKSFCG47Tfy11+ZJe5TcsbQR5992U/kL8N8DubvN+tYo0C0icDorVjttcMGRkZmDVrFioqKhAXFwcA+Oabb7Bw4UJkZWVh/vz5WLx4cafuI2k6ypQhhJBewCZy8MoUlCGEEEJIw2q8Ei56aW1n7wYhhBBCWmju4l+NjBadFDJJ0xfIcmlMhVtCTnkwaKIyVme9//xwO57++RAA4PNteThQWG263wjKhJYv4zioDPBK9dQwQ0gpNFXWAjKCFbBFte8/waptS5Wb9Pq0p5kzZ2LBggWm22bMmIHCwkLExsYat91888344x//iNzcXDzyyCMdvJekNShThhBCegGbwMFHmTKEEEIIaYTbr2BPflVn7wYhhBBCWqF29XIppIlLYaUXg5IiG12HrKpG2TNAC6zwXN2y6H3jInD4RA0A4HiZG6PTYkLWoY1DhJYv4zkOKmPwSA0Fh2ptR7QCor3RfW41peuWL7NarUhNTTV+dzqdKC4uxty5c9G3b99O3DPSEpQpQwghvQDPmRvwEUIIIYQQQgghpGeSaw0A+ANBmXiHBR9vzkG5yw9ZqT9TBdCyXLwhWTWKEj4okxoTDJaotXrMqCoDz5kzZXheC8p4awVlGFi9ZdC6spkzZ2L+/PlYsGAB4uPjkZKSgjfeeAMulwvXXXcdoqOjMXToUPz000/GY9asWYOpU6fCZrMhLS0Nd999N2RZy9CZN28e1qxZgxdeeAEcx4HjOGRnZyMjIwMcx6GyshIZGRmIjo4GAJx99tngOA4ZGRkN7uc777yDuLg4/Pzzzxg9ejSioqJw3nnnobCw0Fhm3rx5uOSSS/DMM88gLS0NiYmJuOWWWyBJUtu/cL0cBWUIIYQQQgghhACoMy+VkG6ruNrb2btACCGdxuUzl+CSZBUWgcOZI/rgSLETUx5dgZ/2FjW4DkVl8IWUGFNZ3QwcQOsRw4xlzGEVWdVKnpkzZbR1u/21MmUYjBV1t+uRd999F0lJSdi8eTPmz5+Pf/zjH7j88ssxY8YMbN++HXPnzsXVV18Nt9uN/Px8nH/++TjllFOwa9cuvPbaa3j77bfx6KOPAgBeeOEFTJ8+HTfddBMKCwtRWFiI/v37m7Y3Y8YMHDqklY378ssvUVhYiBkzZjS6n263G8888wzef/99/Prrr8jJycHChQtNy6xevRqZmZlYvXo13n33Xbzzzjt455132uaFIgYKyhBCSC/R3S5qCCGEENIJ6IKB9ACMMfzn6z2dvRuEENJpnLWDMgpDlE2EXRTAGIPKALtFMC1zy4fbTdkrispM/WeUMD1lACA0DqPUytBRVC27JvR2IZAp4/Y30LslsBlZbTibp6uYOHEi7rvvPgwfPhz33HMPIiIikJSUhJtuugnDhw/H/fffj7KyMuzevRuvvvoq+vfvj5dffhmjRo3CJZdcgoceegjPPvssVFVFbGwsrFYrHA4HUlNTkZqaCkEw/62sViuSk5MBAAkJCUhNTYXVam10PyVJwn//+19MmTIFJ598Mm699VasWrXKtEx8fLyxbxdeeCEuuOCCOsuQ1qOgDCGEEEIIIYQQQnoMlVHpXkJI71bjrR2UURFtt8Bm4WERtOHgao+5JNWPewpNwRwtKBMMirB6esqEliarlShjZMqEtrjlOA6qCrh8CkJXF5IoY8wRya/wNPxEu4gJEyYYPwuCgMTERIwfP964LSUlBQBQXFyMAwcOYPr06eBCnvxpp50Gp9OJvLy8dt1Ph8OBoUOHGr+npaWhuLjYtMzYsWNNQaBwy5DWo6AMIYQQQgghhBAAAEepMqQH0GaBU1SGENJ71XjNARe/oiLaLsIm8nBYtQH3qkBQ5v99sRtSoL9M6LmzdlBGUcNnyigqM4IxtTNlVJVB4LTyZV5JwcZjZdiVWwklkCkTaRUbfB7dJcBusVhMv3McZ7pND8CoqgrGmCkgA2ifW6HLdeR+slqfl+GWUbtJxlJ3QkEZQgjpJbrJtQwhhBDSK2WWOLHteDkANFzOo511zxa7hJipzDxb+/OtuZ23M4QQ0glq6pQv04MyAiKsIpKjbagOBG4+3ZqLjzfnAKhViowx+ELKmakMYYMyKmNG2bNwPWV4noPCGEbfvwwPfrfPWM6vqLCKdYemQ7NjeuJVyZgxY7B+/XpTMGT9+vWIjo5Geno6AK08maIo9a2C9AAUlCGEEEIIIYSQTpZV4sK+gmoAwO2f7uq8HemJox+k12EwZ8os3VPYiXtDCCEdzxlSvswrKfDLKqJsFiNTJjXWbmTKAMA3O/IBmDNdamfKqIwhXCLHr4dLcLCoBgBMGTM2kYdPVmAVeSObRj83qyqDrNTNvGEAylw+FFV7gzcAgOwHZG87//O35KVutn/+85/Izc3F/PnzcfDgQXz77bd44IEHcPvtt4PntaH6QYMGYdOmTcjOzkZpaSllqvRADeeIEUII6TGoGAkhhBDSdSmMGQMhHqnzZkZ2lzIhhDSE1cqUkenAJoT0MqG9Yf72/jacNjQRMXYRVpFHpFVASozd1HfG7deuPeSQ5i+yEsyU+W5XgVa+LExUpswVDGboQZcvt+UhwirA7VcQYRGgBs7D+nZUpp2bxZCgDAtpKuMPBINUXgCsUYDfCSgdEDSxRgF8+w6Xp6enY+nSpbjzzjsxceJEJCQk4IYbbsB9991nLLNw4UJce+21GDNmDDweD7Kystp1n0jH6zZBmccffxxfffUVDh48iIiICMyYMQNPPvkkRo4caSzDGMNDDz2EN954AxUVFZg2bRpeeeUVjB071ljG5/Nh4cKF+Pjjj+HxeHDOOefg1VdfRb9+/TrjaRFCCCGEEEIIWEhQpnY99g7dDwRnsPJhSpQQ0h0wZi7FR/1lCCG9jSsQlFm6pxDZpS5M7Bdr9JRRmYjESKspcGMEZUIyMpRAiTEAeHd9Nsanx4YtX+bxK6bHAMBrazJhE3l8tT0PERbBuN3jD5Y5U1QVotDwtQbjLUD6ZPglPzySjFi7tdmvRbPwIiA2bxsZGRl1bsvOzq5zW2i5srPOOgubN2+ud50jRozAhg0bTLcNGjTItI64uLg6/WAaMm/ePMybN8902yWXXGJaxzvvvFPncYsXL27yNkjTdZvyZWvWrMEtt9yCjRs3YsWKFZBlGXPmzIHL5TKWeeqpp/Dcc8/h5ZdfxpYtW5Camopzzz0XNTU1xjILFizA119/jU8++QRr166F0+nEhRdeSHX6CCGEEEIIIZ1GUYOz+eV6SlQoKsOSde07U1L/Xn7bJzvadTuEtCeVMYS+jSSFgjKEkN7FK2knwdcyMnGi2otKt4RYhxURVgEOq4A4h9VYBghmpsi1y5cFlimp8cGvqEbvmFDmEmfa//MrPOA5DpklLgg8Z2TKuAJ981TGApky5qHp2mdrBqDMx1DmF1Dg4gGro33/NTMgQ0hLdZugzLJlyzBv3jyMHTsWEydOxJIlS5CTk4Nt27YB0KKNixcvxr333ovLLrsM48aNw7vvvgu3242PPvoIAFBVVYW3334bzz77LGbPno1Jkybhgw8+wJ49e7By5crOfHqEEEIIIYSQXkxpQqaM2y/joe/3t+t+6BkF1V65kSUJ6bq0CjjmgUVCCOlNPJJWNiyr1AWfrKK4xosLJ6ThkknpiLAKiLQKpuX1YIykqGCM4fp3tuDd9dnwyloQxu2XUen2o8ojIcpmLrwUmimjqgwskGGj58CojBmZMnogyC+H7ylTG2NagMcvq7CJ3WYYu1P87ne/Q1RUVNh/ixYt6uzdI7V0m/JltVVVVQEAEhISAABZWVkoKirCnDlzjGVsNhvOOussrF+/HjfffDO2bdsGSZJMy/Tt2xfjxo3D+vXrMXfu3LDb8vl88Pl8xu/V1dXt8ZQIIYQQQgghvVRo+bJws/oH3f0jfr1zVgfsh/Z/hRrKkm6MMWbqj0RBGUJIb2IROHglBamxdmSVahWGDp9wYkCCAzZRy5SJsAqAKXitBv7PMPnRlSh3+RHvsBjXJB6/gpIaH6q9MgYnReJosdN4rB64AbQATJVHAgBwgf4zisqg1Lqs8MkKlNo9ZfT/hMRp/IF1h1bpqnT7wXFAbARltYR666234PF4wt6nj5+TrqNbBmUYY7j99ttx+umnY9y4cQCAoqIiAEBKSopp2ZSUFBw/ftxYxmq1Ij4+vs4y+uPDefzxx/HQQw+15VMghBBCCCGEEIOiamU8Nh0rq798WQf0xQgGZWgQm7S/bccrcO/Xe7BswZltul6VmWv30/FMCOlNRJ6HV1KQHG1DVqkLabF2lLv8sFu07JhhyVFIirJh47Ey4zFyyMSQcpcfAExZLG5JC8ooKkNqjN0UlAnNlJEVhi+355v2R2UMflmFwHPG+ZjjOMhN6SkTsg4GYHdeJfrGRTTvBWlHPkmByhgirJ0/xJ6ent7Zu0CaoVvmfd16663YvXs3Pv744zr36VFYHWOszm21NbbMPffcg6qqKuNfbm5uy3acEEIIIYQQQsJQmVby4621WaYa76EaqfDRIrKiYmdupfG7XvJJph4cpAOUOX04WFTT+ILNxcyzqmUKyhBCehFR4OCVVKTG2sFzwKDESLh8wbKko1JjcOqQRADAocA5WA+WyIqKGLsWYAgNyjAGIwMmNsJi2l5oT5kVB07gkR+0Uqv6UKvKtGwahyVYMo3ntG0KoT1lGIPK1LAlzbRsG20fVZUZPWo6i/56Ftf4kF/p7dR9IR1PbYOM8s4P4zXT/Pnz8d133+HXX39Fv379jNtTU1MBaNkwaWlpxu3FxcVG9kxqair8fj8qKipM2TLFxcWYMWNGvdu02Wyw2Wxt/VQIIYQQQgghBIA2wCAH6rBLtWt8BLTHbP9Kj4QPNh7HSf3jtP0IbIIGsUlH4BuZQNlSKmNGfyQAnT54RwghHckq8PBICi45KR0Oq4i8CjcSo+qW+lp5oBgrDxQDCH7uKypDcowd1V4nhFrnaH0Zu8XcjyZUdSBwE0pRGXySCodNQE0gmCFwHCQlWL7MarVCYYCvvBiJSX3gVTgjQ5jnOUg+GSoApqqodqmwCjy8nVi9rLDCjX7xDsh+H1RFhdfb7YbYSQswxuD3+1FSUgKe52G1tvwg7DZHDGMM8+fPx9dff42MjAwMHjzYdP/gwYORmpqKFStWYNKkSQAAv9+PNWvW4MknnwQATJ48GRaLBStWrMAVV1wBACgsLMTevXvx1FNPdewTIoQQQgghhJAAhTEoqgpFZZDkjgvKqMw821Qv+UTlnkhHaKeYDBhg6ilTX0lAQgjpiUSBQ41XRqRNxJ1zR2LTsTKUOH0NPsboa6cyJEZacTTMMnaLgBqvDIe1/qCMV1IQZRPBceaSqD5ZQaRVBKDtBxfIlNGDMjzPw2NPwub9mZgqSfArqtGHxiJoZc9Cz+uRNgEuR+dFZUqdPkiVNpS7/FoWTzVN5u9NHA4HBgwYAJ5veRGybhOUueWWW/DRRx/h22+/RXR0tNEDJjY2FhEREeA4DgsWLMCiRYswfPhwDB8+HIsWLYLD4cCVV15pLHvDDTfgjjvuQGJiIhISErBw4UKMHz8es2fP7synRwghhBBCCOnFVKY1wVUZ4K+ndFi7ZK8wmDIK9J8oU4Z0hPbMlAk9ghlrWmlzQgjpCSyC1lNG4DkkRFrxu/FpDS7/l6n98fFmrVXDtf/bjLNHJQMAvCGTROIdFtgt2gB0RINBGRUzR/ZBfqUHueVa0/k5Y1OQW+6p8zhZZfBKCvICWScKJ+DlzZW4XozBlmMVKA0Ekib2i0VmiQvOkBJsAPDBDdOQ1kn9ZV7+dCee/dMofPrTARRWefHCn0d1yn6QjicIAkRRbPU1RbcJyrz22msAgJkzZ5puX7JkCebNmwcAuOuuu+DxePDPf/4TFRUVmDZtGpYvX47o6Ghj+eeffx6iKOKKK66Ax+PBOeecg3feeQeCUP8JhRBCCCGEEELak6pqmTIqY/XO6m+fTBkgNAYUzJShzALS/totU4YFj2VAL2cGNNJPmhBCegSLwENlMLJQ6pMYaUWZy49ou7lHzO68SgCAx6/AJvLwySriHVbwgfU1VL7MKyu4ctoAfLQpB0dOOAEA/5w5DAs+3RHIlAlSVBW78qpw+X83YMM95xjnao4XUOZlyK9RAAAnW+2o8LmQHBOJvfnVxuMr/MBgu71pL0obK/aosNvtqPZzKPcy2DtpP0j31fIcmw7GGAv7Tw/IAADHcXjwwQdRWFgIr9eLNWvWYNy4cab12O12vPTSSygrK4Pb7cb333+P/v37d/CzIYSQjsdx5pmwhBBCCOk6FKOnTP3Bl/bIXqnde0P/kTJlSEdor0wZbbwAyClzA9CCj3QdTAjpDVSVwSpow71CI0GZnxacAQCIspmDJWUuP564bDw8kgK7RcDotBiMSIkOZso0FJSRFFgFHgLPYXRaNFbefiZiIkSUOf1w2MyPkwKzQsRAxFwvp2oVeVNAKSnKCpuFxw/zzzBue+SScahy1+1f01GUQB9ABoADRfxJ83WboAwhhJCWURkDx2kzA+uphkIIIYSQTqYGgjFKIDATjp69whhDSU3DteGbvl1myii45JV1AACZLhpIB2i3oAy0Y/v+7/YGfmcUlCGE9AoKY7AFgidiI+mBkVYRIs/VCbIwBoxLjwUA2C08/nrqANx7wWjYRW25hnvKqLCKPO69YDQW/3kShiVHwyYK8EiK6XEcxxmTUMRAXw59PohVEMDzHD68cRoAIMFhNQJNALBk3imId1hQ6fE3+nq0F4Vp+8sYA8VkSEtQUIYQQno4lQE8p33ppUokhBBCSNek9ZRhxv/D0QMlhVVenPLYSjzx08FWb7d2Zo7Lr5UKaY9SaaT7eiMrqdXruPLNjQCAaq8Et1/rC9DIJO4W00vgeCXteFZV1BvsJISQnkRRmRE8aax8WYRFQKRNDJtRYxWDWTE8xyHGbjGCPQ31lNEfmxxtR3pIvxdZYYiwBDNyom0iarySaT/1aw+LyEHgOCNwH+ewwCYGtykKHOIirMgsdjW4H+2JhWQaU0yGtAQFZQghpIdjgaCMwFPZBkIIIaSrCs2SCf28vuXD7fDUCpTsK9Dqqb/127FWb1cfvF65/wSOlwUHNygoQ0L9Vhbd7KBGjVeCT1aM39dnlgEAbvt4Bx76bn9b7l4dek8ZrxTMLqNjmhDSGyhqMFMmNJARDs9zSIyyhs2o0TNT7BYBAschyi5icFIkgIbLlwFaT5vaJEWFwyoYwZ74SCvKXVqmix4U0jN3LbxW/kyPFcU5rMZz+uzm6ZgyMAGRNgEvrz4KWemcmaf6RBpCWoqCMoQQ0sNpmTLaBQ1VIiGEEEK6JpVpfVyUWj1eftxTiOrATFK9z0tBpQeAVqKptRjTarjvK6hGQaXXuF2m9FoSQmWAxJo3F/ja/23Gi6uO1LldVhicPi1TRmmnAS0G7dj2SopR858GzwghvYHCmBGMibFbGl0+KcrWYKaM3SJo5dB5Do9eMt50X32sYYIyssqQGmvHtvtmAwASIq2oCPSE0YM4+meCwHPGPwCIDylfNnVwAiKsWp+bkSnRKHG2TTnX5lJZIAuzU7ZOegIKyhBCSA+nMqZlynAcBWUIIYSQLkplwYBM7Qn9tTNl9OBMWwwyq4FtSopqymqQm5BVUOOVTP1oSM+lgoOkNi8o45NVVHvkOrdbBA5SYGZzeyWvqIEZzLIaLAtIiTKEkJ5u9cFirNx/wsgqibKLjTwC+Nc5wyGE6e9lMTJl+Gb3/7KFCdrYRR4ev2IKtFS4zZky+nnaImgBGY7jEOewoG+cHX1DSqFp+yXgoolppgklHUn/nGEMaKf2aKSHo6AMIYT0cMGeMjRDkBBCCOmqVJVBUbSB49pllvQBbP3/eqmOtvhYV5mWSetXVPjlYHaM0oSZHOMfXI7deVWt3wnS5SkMzQ7KWEXedEzpLAIfDMq0Y6SEBdbvV9RgM2ZCCOnBfjtSige+22f0lAmXAVPbacOSTMsNT44CYM6Uqb2exk6n4cqX9U9wIKfcbQR4EiKtxnosgrl8mRBSvmzn/XMwpE8Unv/TSXXWmR4fgZzyzukro7LQnjIUlSHNR0EZQgjp4ULLl1ElEkIIIaRrUgKz+vUBidABZH9gALt2pkxbYEzbpl9Wje3o+9MUVOasd2CMg7+Z5cusAm86pnQWkYcUCPq1V58XfbBMYQySrPdqapdN9QrPrThslJwjhHRdabF21HhlWMXmna/1njJD+0Tii7/PABDMdokIlC8za/iEGq682fShiYgICfAkRVmN+/Tb9M8EUeAgcFyjQaWzRiRj1YHiBpdpL0ogA5M+WkhLUVCGEEJ6OKN8GU/lywghhJCu5liJE3vzq4wyGIpRmiy4jJ5toAdj2nIgW8/MkRTVaIoOaH0/moZmh/YGKgB/CzNlvt9VYL49JFhTO/j36+ESVAbK2bQGYwCYdh3sU7S+MpQx3nIvrjqCsk7q20AIaTp3oNxpUzJkQgl8oKeLyhDrsODYovNhtwh4+PdjER9pNZUvO7bo/EYzZcIFZRbMHoHHLxtvlEpLjbUb9+mZNaHly3iea7RsWkKk1Sjx2tFYSAYmlS8jLUFBGUII6eH08mUClS8jhBBCupz9hdXYkVMBlWlBF31AQlEZXs04CiAYlGmPTBk9o8Avq3D7ZdPtTbEhsxTbcyrabH9I19SS8mU2kYdPVvH5tjzT7aE9ZfQBLb2M2bqjpSisan1/AP24VlXt/aNSUKbV9MbhhJCuyy3JWj+WZkYJRD1TJXCe5AO/XzN9EBy1ypfxPNdodohYT1CI5zlj3SkxwaCM0VNGDZYvE5sQlOlMSuCajTFGQRnSIhSUIYSQHi60pwxlyhBCCCFdi8evwCerUBiDoqrBQWrG8NSyQwC0hulAMCijtGHJML2sk6SocPmCs01rD2C/9duxsI9/bsVhfLwpp832h3RNjHGQmlm+TO8d45WUsLcDgF7d7KmfDyGr1AVZZW2SCcagHdcqY5AUBoa26cHUmzVz4j0hpBN4/ApsogCe53Do0fOa/Di93Hm4fnIWka/z/tfPp/WdF7gmRClC+86IvJ4po63Ywmuly/gmjFo7fbKRkdmRvcP0YD8D9ZQhLUNBGUII6eEUo6cM1251uwkhhBDSfB9uOg6vrMInq1ADg9HB8mUhPWWM8mXmMmZtQcsm0Jqhu3yhmTLm5R798UA9jwcibWKb7Q/pmlpTvkwPKuosAg9J1g6wXw5qvQBcPhnVHskopddajDEwaO8nf+D9RZkyrUNfIwjp+tx+BTaRh8BxzcpuE3kOdosQ9vrCIvB1giwskCvz3BUn1Vl+/8Nzm7zdAw+fZ2wfCGbqCIEsmaZk/Bwvc2P+xzuwO68SZzy1usnbbqpBd/8Y9nb6XCGtRUEZQgjp4fSeMjxHTegIIYR0nqPFThRUejp7N7qUe7/eC28gU0bvJ6MamTLB5fT+G/pgSdP7vTSOBbIJ/DKr08i7qTNOI21U1qgnezkzGZkuW7PLl+m9Y3ySYjqWrCIPKRBg/HK7VtpsT34V3H4Fsqq2SdCRMUBV9UwZ1cicIS3H6JsEIV2ex6/AIvAQheYN9woCB5vIh53EaQ1TDk0/pdstwe38dtcsAIDD2vSJGhFW7fpBX32wp4xWvqwpGTerF87E2aOScfiEE3kVHXedqZUuAw2ykBajoAwhhPRwKtP6yfAclW0ghBDSeTYeK8Pe/KrO3o0uxysp8MsqFFULuuif1aEDIz5ZMd3WlpmvKmNQmBb4Ce0pAzT9uoEyZXq2GpmHWxGaXb7MKvLwydrxLQUCiYwxiLzWUyY0ULMztxIeSYaiok0yZfQ6/yrTyv9pQRq6EG4NevkI6fq8kgJZZYi0Nm+yhIXn4bCKRmZuKFHg65QR008HodcJ0faWXwvovWOCPWW03jNCE+omRlgFMMawdE8hEiKtLd6H5lKM8mXUU4a0DAVlCCGkh5NVBoHnwHH0ZYoQQkjn0TNBiEYfkPZICnyyYpQR0zNlQgesfVIgUyYwsC2H9JRZsi6rVfuhMgbGGCTZ3FNGv68pIpsxK5Z0P0ogGCOpzRs+CC1fph+z23MqIasMueUeDL5nqWl5t1+Boqpt1FNGy+swypcxKjPTWh3Zq4HUVV8JJUJq8/hlOJo5WeKUwfG47rRBqKmVMQvUU74szPmgNX1Vgpky2nrFQHZOU3tZ/XnqAMwenYJJ/eOwN78KNV6pxfvSVHrgn06NpKUoKEMIIT1cMFOGo6AMIYSQTqOorE17oXR3ep8Nr6Qa5ctklRn11M2ZMqrpttD79uSZs4/2F1QbmTVNobLAwLWi1ilfpjJAVlQ88sP+BtfhaOaM3O7qWA0Pf9Nf2h5DDgRlmt1TRuAhKww+WTEyZW7/bCe+31WAs0cl11leK1/G2qQ8n16WzyhfxmhyUmvRwCMh3YPLrzQ7U8YmCkiLjQh737DkKKTF2sPeZzottDAm8+U/ZiApygYgeJ4WeR6CwBkZNI2ZOzYVV04bAI7jcOFLa/HdroKW7UwTZBwqxi8HT2glZwM73JQya4TURkEZQgjp4WRVb5TX9BmvhBBCSFsLbWJPgoEWj6TAJ2nZARyn9cEAavWUkev2lLEInPH4UJ9syUFRlbcZe8KM4Eud8mVggawGd4Nr6C2DEcvyrSj29r6v0Pqx2NzyZQj0M/RJqlGSzO1XUFjlxZRB8XUW9/gVKCpro/Jl2nGtUqZMm6GXj5CuT/84jmjBZImoesqPnTWiD0alxphu088Hw5Kj8OdT+pu23VypsfY6WcICDy1TpqmpMgErD5wAALh97TeDorjGh0q3pH3G0ImRtELvu6IkhJBeRmEMIqed8GksjBBCSGfRM0GIRs9m8UoK/Io2aCxwnDEgEfpFP9hTRhus/nxbHqyBJr61gzKyyrBo6YEm74c+cG0R+Drly/Rsg8aCab1lUMKrAG2QxNHtyEb5suaPuHHQ+hXpQUgxMMA2Pj3WWOaPk/sBAFx+GbLKsK+gupV7rB27jGnXwXqmDJXfaplw5yRCSNcm1m4C0wRRzSh5pp8PRqRE44k/TMCYtJgWFy8LnTyqn2Z4jjMmlrZE7czf1gr9/PBKinHtpJcv6x1TU0hbo6AMIYT0cKGZMvRVihBCSGdR1GBQgQT7xHglBT5JgapqGSd6+bLQbIFnlh8GAFNQyyoGgjK16mnJilqnpFlD9D42VpGHy1+7fJk24KA0NhjbSy4wfErvLAVrZMo0MyijBrK/FJXBGwgeWgLBxH7xDvxuXCoAYFRqNACgoNKDkhofXlh1BP/+dCe251S0eJ/1IIzKtKAQC2SEkaZ77Mf9+HlfEfyBcxEFZQjp+vS3qdCCaEZzgjJD+0ThkpP6Gr8v/dcZLc6aDS2zrp9n9KCM0MJ15jSS4dtcoZ8fHr9iZF+qTO9gRkjzUVCGEEJ6OEVlEHhtoIe+jBJCCOkslCljpmcO6KWVFMYCs0Vh3F5baK8NPSjjDZMpUzt7piF6+Q2byMMVpqcMZcoE+RRA7h1P1UQJzAH2qRxy3ZYmP05l2vWnbArKaOsSOM4I0Ohldj7YmIPNWeUAgB93F2JnTmWL91kfJlNVFujZ1HuO07by7c4C7C+oNkoq0qvXeSjLizSXfq5tjpQYG8akxTS+IICJ/eOw+M+Tmr0N3c8LzjR+5rjQjDztNoHnMKRPJOzNLMP2w/zTkRZrR7VHwrK9RS3ev9pkVcX7G7Lx4abj8EgKWOC6Td/vXlLFlbQxCsoQQkgPpzBA5KinDCGEkM5FPWWCXll91ChJpg1GAPkVHgh8sHyZP0xfjdCglj6g7ZXMyynNDMro2QQCz9dZF2PMyKRpSG/5s/pUDkpz+6r0APpzznLb8EJmium+KzYPga+eDBo1ZMAqt9wDIHjc8nwwsBhpFY1yfLpIm4BKt7/F+6wHYRiAu77YHWjI3OLV9UqSosIq8pADLxwFBjpPbznHktaRFdXowdKSTJk4hxVL/3VGi7ffnC2ODGRIAoFMGSP4Gwxy/HPmMMTYmz4RAADG9o1BcrQNz14xET/uKWzWYxuiqsDKA8X49XAJPHr5ssA/OjWSlqKgDCGE9HCykSlDF/SEEEI6j6IyU6ZHb7Yhs8zIlAGAzBInNhwrM2W1vro60/QYkedMwRG9N0ftJriyyiA143UOzSCoHTTTBxz02/Mq3Phxd91Bjt4y6cPXS3vK6M+50i+gRhbw5OFU7KyMAABsroiCUw4/rMBCBqv+/sE2AMGgjMCbM2ViHeaBt0ibiAq31OB+naj21nufHlAMnS2uH6eVbj9UuihulKxor58xWEovWac4XubCnV/s6uzdIN2AW1LgsAr49pbTcOqQxA7ffkuzRTjU7SnTkqCStg8cHv79OMQ5rHC3YV8ZJVCqjOc4ePXyZSGTVipcflPZWUKagoIyhBDSwykqIPAwlUQhhBBCOlpTymB1Z6rK8NZvx5q0rEdSTGXH9IwBgeOM1yjjULHpMTzPmYJaejDGKvJaGQ2VocLlh6yoUFTW5FntoX8XfT90TK+ZHhhn+P3L63DoRE2ddfTcv6qZT+HQG8dc5ECmTIUkwinzeD8nEVsrI437C70W+MNkyygqM/oRjUyJRnpchKl8mTXwc4RFQGxEraCMVURFI5ky0xatQqnTF/Y+PZhoE4Olb0oCy059bFWbzqDuqfyKCovAG3/DHnz67tLyKzz4ant+Z+9GHV5JQY234cApaV+lTp/ps97jV+CwipjYPw52S/PKfrUFroXt7nmOM64j9IA534p6YBP7xwEAXH4ZH23KafF6QpXW+IJBGSlYElNVtWugXXlV+HZnQZtsi/QeFJQhhJAeTmEsUL6MoxluhBBCOo2i9uyeMkXVXqw6UNzocowxePyKKVMmtIa6Puuy2qvN8BycFImJ/WIh8hyUkPpL+oBFaowN5S4/DhZV443fjhkBlnAv9XsbsuvuD4IzU2sHZVSmDZDo5YvKXH7TPoQ+p97Ap/bOTBn9WKqQtEwZh6jCFZId80ZWH2yrdIR5XHAWsVXkMTotBqJRviyYKeOwCnDU6htgEbk6PY7Cqd1TCdBK+FR7JcgqQ0TIwOR1S7YAABKjrDhYVI0qt0QZMw2QAkEZo3xZrwm/di2hPTW60sSGTVnl+HpH1wsW9WS1SzpOeXQl9hdWG7+7/Uqdc2lHamkcheeC1z76Id6aoIxOZcBvR0pavR4AWLzyMLJL3eA4bWKNliVjzhQO93lESEMoKEMIIT2ckSmD3lNehBBCSNejMBZ2QL+nmPHEL3D56x9Evv2znQD04JRqGnCWA+kXPF93AgXHabcLPAcpZEBOr+yREGmFOxDk8cuqEfgK149j+b4TdQIopkyZWn09PtuaC6+kmgIR4TJFesvAtk/hemW2gMw4WDgVVZIApyzAIahwK8FjpUIS4Q5TwkwL6mk/a8cYM44xnuNgEYOlzKJsonmbSsMhAH3wyxkmcPP1jnxct2QLFJXBbqm7XwMTHcgp92DSI8ux5nDbDNj1RCqDqXxZDz59d2mh52W/3HX+CKrKes25vzO4/bJxbQBoWTD/+XpPmOWCgYCccjfSYu0dsn9tieODk0P0M3/tz4SWiLFbUO5qeW8yIDjpxCup8MkqeI6DR1KM66bQMp1yb0ylJa3SqqCMzxc+VZgQQkjXITMGgePAc72nvAghhHRF4b5M9yZqIFNGb3DfkxgDxN66A8T+QLDkq+35YEx7DWSVYUdOJQYkaNkFeikyrdSo+dNa4DjtH89BCS1fFphFGmUTcecXu+CTAkGZwDKTH11ZZ1+kQGmzUMzIZmCw1RrAXn2wGNVeczZB2EyZ8C9Lj+NTg6W8ehOVcbDxDBWSiGqZR4SgwhMSlCnzi3AqdWdnMxYso6eV1IOpfJmeKcNxHP525hDTYxW14XKH5y3+FUD495zeU0lWWdgSPnERVlR5JKhMm/FM6scYjEwZmtzVOUJf9q70+akyyp1qT5e8sg4j/2+Z8Tf3K2rYoFxodsbmrLJO6SWja6tMmR/mn47UNgguxdhFlDh9rXrf6BNdvLICn6yA47TX3HxeZKZlCWmqZgVlfv75Z8ybNw9Dhw6FxWKBw+FAdHQ0zjrrLDz22GMoKKD6eYQQ0tXomTIc9ZQhhJBO1VZ1rbsrRQW+2ZGPc5/7tbN3pc0dK3EBCD9r/+4vd+OB7/YB0AaA9cDI8TIXhidHAQAsfDB7oPZANM9x4HkOIs/h0625ptsBrR/HxmPlxoCN3MB0dlllxoC1TlWDg621M2V8sjYzNHSgIdygQ2+5vvApXK8pXyargKRnuTDALqio9AtwKzwiBRWVUjDYUSEJpnJmOpUFe8rIqgqVsZDyZTB6yigqw8yRyabH6kGcUKGDj9llbgBAjVfGqxlH4Q7JUhOF4MigLUxQRlYZ9EUUleHRH/Y3+Fr0RnkV2usrq4wyZDpZ6Dm9S2XKsN5z7u8M5S4/FJWhyq317ZEUFf6QDyD9vOXyBc+LVR4JiVHWjt3REC3vKRM8lhhjLQ7u1BYTYcGxEhd+t/i3Zj1O/6x5dvkh45pMLzvLcxw8fsW4FlJZ8LOKgjKkuZoUlPnmm28wcuRIXHvtteB5HnfeeSe++uor/Pzzz3j77bdx1llnYeXKlRgyZAj+/ve/o6SEUoAJIaQz7S324WCplqqrqIDIc4EZKJ28Y4QQ0gR+WcVbvx3rFWUApF7wHHWKqiKn3N1o8+7uKL/Sg76xdjh9cp2gSoXbj7JAg3GnT9a+zCsMAGcMPIgCh9vPHaFltdb6rOZ5LVNG5Plat2v/1wed3T45bCZMKFllkGqNsGp9PwLrqtVTxispeOzH/abjNFy5mt7QU0ZlgF/tPUGZxw6l4a69/QEASiBTxs+0gEyEoOK7onj4VO0ALveLpnJmgJ6VFRxoU1RtVr1edk8I6SmjHz/R9mC5GlllpsyML7fl4aKX1sIrKXjj10zj9g82HsdTyw7hQEhfBZEPjuhFhClfBjAjqKkyhrfWZjXjlekd9LJusqJSpkwnC33dfV0qKMN6xbm/s+jnKL08maSo8IdkfOjnrWqvZNymqFoWYmdpm0wZ1ib9ZAAg3qEFqKIjLM163Kj/WwZVZXjpl6PG9Y83kPXMQZtgo2clh74/e8P3FtK2mhSUWbRoEZ555hkUFBTgf//7H/7+97/joosuwuzZs3HFFVfg4YcfxurVq5GZmYmYmBi899577b3fhBBCGvD9YTe+PODSyqQwbTYgF6YkCiGk6+pKzVw7kqoy3P7ZTjz64wEs/HxXZ+9Ou7v/232oaGW96+5CCQz+x9ib9+W4Oyiq8uCqUwdiUGIkbnx3i+m+0MGGjIMlmLpolfH+5gITJkSBh0XgwVjdz2qe0wawBZ6rs14gGEgpdfnhU9QGZ2oqqgpJrh2UCW7TJpqzCvyyiu05labZ2eHWH7rLPbXPgD8ka6Q38Ko8jrhseDs7CQoDbIL2AqTaJfAcw3nJVaiSBDgEBT6VhzMkU8YjqRh+70+m8mVyIPNFn0nNh5Qv0w+X9LgIYx2yopreC/d/uxdHip34fGsuFi09aNy+6mAxAGB/YY1xW+h4XrjyZaHLhMtuI8De/CqMSYsxBcfoa0THe2X1UWPwF+haQRkKyLSPn/YUAoDxmf/Uz9r5TpLrZro6rAKqPcGgjKoyoxxqZ2jpljkueDwxhjYLytwyaygyF52P1Bgb/LLarGuTvQVVAILfx3yB7BmO47TyZYoerA4+xt9bLhBIm2lSUGbz5s246KKLwPMNL56eno6nnnoKd9xxR5vsHCGE9GZeSWnxoEaklYNbUvHe7hos2VmjDeZQ+TJCuo1le4sw9D9LsTO3srN3pcNtOFaG4hofvvrnjC41+NCWZEXFknXaDEeXT4a3C9WIb0/6BMLQ2fA9gdMn49WMTJwzOhnDU6KwLrPMlFnC88GSZE8s0wZX9MCGwHGQVQYLz8EicOACv4cSeC2jJjQo88zlE8HVDsrU+Ew9ZcKRFRYmqMIgKwwcx8Eq1i1fBphL5oQLGIcOni/bV4QfAoNKPYlX4RAhMKg9uKfM29lJxs+xFgWVkohHDvWFX+Vh57W/capdQoVfRIpdQrUkIELQbneH9JQJLeuiHy5qIFOGC82UCRxv+jH15jVTjHV4ZdU45hljcASaPv/ft1opwL6xdlgFHlMGxgPQAqO60OPVLobrdQMj86zSLdW5vyXWHC7pUv0+Wiu/0osHLx5r9MACaHJXZ3j650NGCUAAKHV2nb7OoQF90nY+2qyVutXPf0v3FGHVgROQVBWSouLtWpl91SF9tZRAL9nuhuc4o0yiyoIZla0lCryRlfnu+mwM+c/SJj92b76WfakHwvTrIZ4DvFJwAoz+2QaE77lHSEOa1VOGEEJIxzhYVI3zX/wNr/96rEWPt4scvDJDuUe7MBB5hC2JQjqeqlKqf1NsOlaG9zZk98jZ1o05WuzES78cwaWT0vHWby07B3RnR07U4NZZw3DygPge24C5xivjoe+1WuA+WWlwEL2nKKzyYOWBEwCASFvPCsq8uz4bI1OjMTAhErERFvhl1ZT9JHDBklflLr20qPb5LAgcVJVBFLhANoy2XETI7H6O4+pkykRYBPAc8L95U4zsllKnD1KjmTIM1R4JP+0pND6LVKY1EBb5ukEZva56aJApfFAm+HONVwrbfL278yuAQ2ToobFiMAY8cqgvvi2Mw49FsYjgVeR5tNIvlZIAGx/IlLFJKJdEJFhkVMkC7IHbQzNl9HOaEjJoa7cIYCFlaQSOM3rK6MdiVODckBxtg8evgOc4HC9zYfyDyxFpNQdX/jx1AEb3jcEts4YBAF5ZnYlLX10HSVFNAX17rfJlK/dr56EIa/B90xa+21mAClfbBHg6W5VbQrzDAlHgIAdKIgo8R03dO8l7648DAPpE21BY5cEtH23v5D3ShPbSIG3HEyhXFvqZ/9nW3ED5MhWP/LAf//l6D4BA37eQa+VOz5RpYUAoNKO4LXvK6M4bl4rHlh6oc7usqPhkc/h+j3pfLf2ax2tkymg/B4PVwc+w3nA9T9pWq4IyH3/8MVwuV1vtCyGEkIBPNufixT9PwuasshY93iMxFNTIWJvrBaB98eVAPWU62/6Calzy6jo89fOhzt6VLu/+b/fhmZ8PGTXNe5Onfz6IV686Gc9dMRGuXlhWZX9hNYb0iQQADExw4PCJmkYe0T2E1pmWajXt7Q19ZZbtLUJJjTb46bAK+Gp7XovWM+juH9tyt1pta3Y5nv75EN64egoirAL6RNkAACUhA70Cz9UJMJszZVSIPA9R4I0B62HJUcHHc9pyoQM0Aq8NYjisImyBQefPt+bBL6sNztSUVYbcCjf+8eF2fLw5F4A2sCYpKnieMwWDgOAghL/RoAwLeYzaozIGdD6Vg0NkPbZ8md4fpsQn4mCNHWvLonHbEC2AoQVlgpkylX4BCVY5kCmjHRuukJ4y+vH9/a4C43jRgyB6fRuOA0alxgAIDj7qmTN3zBkBr6xA5DnUeGU4fTKiQjLsbp01DGeO6AObyKN/QrDkmcBxePKng7g/kE0D1C1fduN7W8Fxwf0prm6boIw+YAoAn23JRW65u03W2xlO1HiRGmuHhedxotqHJeuyYRE4mlTUwfTXe9m+IgBAv/gIFFZ5UVDpaehhHUbLlOnsveh59B4yoSW83H4FksyMz2L9vKWozPicBgKZMt2wfBkfUtFDy6hs2+dw4YS+YW8vd/lx91d7wt5XGSgLp5/X9deZ57TsZT0Aw1gwU6Z2eTlCGtOqoMzNN9+MEydOtNW+EEJ6gQ2ZZTj3uTX4bldBZ+9Kl6WqDMdKXRiXHov4SCvyW3Dh7ZEZomzBU7yeKaPSHLdO9eZvx/DUHyfgUFENCqu6xheqriizxImRqdFYd/fZWLI+u7N3p8P5ZRUDEyPBcRx4jutVvWWqPBJKanxGX4FThyT2mBJuoYPaPinkZ1ntFV/iapeiu/2zpvULWlpPGayMQ8Wt3qe2kFvhxqOXjDMyTOaOS8WABAe2ZJXj1YyjAILly0LHSbT3NYMYuE8UOIg8ZwzCnDwgzliW5zjwPGdqXs5zHHhO+79NFBBjF+EPDAqHZsrMeX6NaX9lVYVf1u7fdrwCb/12DA9+ty9QzonDokvHmwIz+t8tNHC4K68SZzz1i2m9aw6VGL05vJICr9TzAo0+BXAInd9TZrcnCS617bPNvIGgSpUk4KVjKdhSGYnL+5XjxoElqJBE2AQVIseQaFXgUznEWhRUhQRl3CFBmdDPLf3nSKsIlTFj0I7jOEzsH4ddD8zB1MEJAABLIHPGKmr9lbySigtfWgsAcPkU3DJrKManx2Lh3JGIsAiwiTzS4xy4dvpAAMA5o1OM5tc6UeDQJ9pW5/nqx3lxjbfFr5mqMmw8VobdeZU4VurEtzvzAQB3fbkbe/OrWrzezlLu8mPkfT+huNqH5Gg7BJ7DvoIqfLEtDxaepwH4DpRV6sL+wmrTbWmxduRVeFDVRiX3WmpDpjZpUBuMpoOirelZ4qHBlQ2ZZXh77THjszg06Our1fNN7NRMmZY+jgMQLAfWVj1lahvbN8ZU3rK+MskizxnvM73EsH5dw3EIlJqt21OGypeR5mpVUIZmShBitq+gyihLQepSVYaXVx/B/HOGY39BdeMP6KV251dhbF9t5uCskcnGhW9TuSUVXpkh1mY+xXPUU6ZTrTtaiqIqL0alxuDyyf3way/MAGmqb3fk47rTBiHabkGUTYDb33uyRbYdLzd9ERnSJxKZJc5O3KOOdbTYiZMHxBsz5AYlRSK7tGdkZYd+CQyd1dhbMmVCn3OVp+kDSv/8MFimJfS7x7wlW0zrDF1m2/HyBtd5zrMZbXZcFVR6MSo12vh9REo0bj93BLLL3EYJM62nG8PZo5Jx9ana4LE+w1LQgzI8rw2kBN7+cQ4rDj16Hj68cRp4jquTKaPN1NQCMzYLj/PGpQLQgieh5TMOnzCfPxSF4cc9hXBYBZS5fMg4VIJSp76fHGIdFtOgih7gCQ0cZpa4UFhpHsjenF2Ordna6+6V1LB/m+7Oq3RupkyNYsH1OXNwQ+5cbHSltem6jzpteO5oCgCgQgoG5RyCilS7BIVxEDkgziIjWlQg8kCyTcbKkhjITC9BFjxwpJALTv0YctgEMFZ3BnRshMW4zRLo82IRePAcsDEkYzyr1IV/zx6BT28+FQCMoEyEVcBDvx8HAIiyCXV6EXDgcE3gfadTmZaxB2jvYQD49XBJvUHg+nhlBc/8fAgXv7wOe/Or8eyKw8Z9/iac109Ue7tURo3bL8Mnqyiu8SI52gaLwBnna1HgqFRVB3pq2UH87b1tptv6RNmQW+42Mik6yxu/ZkJVWbPKlykq63KZrl2V/r1H4DgMS47C9CGJgSxXD6TApIojxcEscm/t8mWd2FOmLTJc2rKnTKhdD8zBmLQY/HLwhJG9XF9Wb5RdRLU3EJQJvL56cMYvMzisgqnXlv4+kGiwhTQT9ZQhpI3kVbhx9dub8YfX1lNgph5rj5Zi+pBEnD8uFdtzKnrkF/a28PqaTPw18OXxpP5x2Jlb0azHZ1XKOCnFishAOZPfDXMg0spTT5lmcPtlHGvjgfDl+4rwyCVjAQDj0mOxO6/7zaDsKDtyKzE+PRYAMLZvLPZ14SBujVfC0eK2OVYKKj1YvPIIFl023rjt7FEp+GlPUZusvzvILHZiSJ9g2aaBiQ4c70IDVg0prvEa9afDMQdltJ8nPrQcPlnFb0dK233/Oltof6CmNtauPQFMH+TcEhj831dQ9zzqlVS8llF/L6ajxU5klriwObu8TTIW8yo8SIuLMN0WEyGipMZn/M15PlgrfeGckYh3WIwZlnyg34xF4CAKwUwZPQMmNsICnteCN6KpfJkWqOF5DjaRN0o0+WS1wew6WWX4flcBbjpjCESew4lqL2IjLMY661N7nRah7tdIfcapV1aMwYuexKdqPWVU1r4DXowBs45eblyzORULdnr64ObcczHNUYjzorNwd+GZuKNwFgDg49LByPRENbDGhn1XGIvXsvpgbbm2jg9yk4z7HIKKaDFQRx8MsRYFUaICkWM4KdaNH4ricKBGO/5L/CKOuLSfFZXhzBF9AMAY/Iq0ilpQpoF90XshWAUeIs8br8E9vxsFQGva7LBqWUJ2K2/0UwKAXffPwcT+cfj37BH1rlfnlRTjPZNf6UFarB3lLn+z+8v4JBVbj5uv0/XzVn0zsENtO16BdUe7zvlfH+z/9XAJ0uMjIAo8qjzaALEo8O3a1F1VGXa1Q2YsYwzrjpbii215Rh+O7iDOYcWJanPwm0E7dju7357CtDJZqtr0idq9aYJVaygqM107JERajUy/UqfPuA4K/UgOzUzV+z91Z1pGZds/h9gIC6LtFvz9g+2oCfS9c/nCv5ciraIRkN54TM8M0+7zSDIcVtEoSxx6XpR6atM50m6aFZR5+OGHTf/8fj9efPFF022E9FYPfLsP7143Ff85f3SL66R3JUXtUK/2zd+O4epTB0EUeFw2KR0/7W3ebLTewCspkBTVKN3TLz4CeRXN+zuUuRUkOgQ4LBzuPzMeN06KQR+HYKrVShq27XgFPtgYvulfS+zIqUCZy4+hgcHmfvERyC5z9Yia+3vzq0y9MlprX0EVhidHQwwM+E3sF9cuX9Lbyor9JzD7uTWNL9gE3+8qwM1nDkVKjN24bergBOzphiVQWirjcDFOHZJg/O6wivB28ozQptp4rLzB4EroAJ0+YF3lkeCXVTy57KBxn8snY+pjK9tvRztJaMm2ppTWmLdkM9YdNWeKugNfni//7wYA4YM7PllpMPPo18MluGb6QNz1xW7cE6gj/te3NmFPCwLlNV4JeRVu9I21m26Ptlu0oIwSEngJfADHOiyQVRZoDAswaOWcxMAgtP7K6C+REChpxvO1MmV4DjwfDN7opZi08mUN95QBYJRbi7SJwVm5gfVzAM4KDKjXxyMpmP/xDtNtPlnF0WInqj2S6e/dU/g6KFPmoC8BTtWK6Uf+gq8qh+H63Dm4KXcObkzcg5uT9uCh1PX4YfBXiOT9WO9OxyZnHxzyxLRoW3urI7CmNBpfFiTgmMte5347zxAj6nX0gXiLgmhRhZVnsAsMNw8qNsqX7apy4Oa9IwEAsgrYA8eYfsxFWAXteG/CWJtF5MGHjFSkxtpxxvAk0zIxdgsmhZT5i3VYMKFfHOafM9y0nFZqxrx+t1+BwyrAHpjANDI1Gk6f3OQJY9mlLlS4/GGzYVx+BQLPNSkDUlLULjWzWi9B+M3OAozrGwuR54zZ4ha+fTNlqjwSXlh1pM3Xe+vHO7Bo6QF8v6sAaw513Sz1RUsP4JPNOXhh5RG8svooth0vR1ytzEVFZZAUZjSC7yx6lkxDmTKMMVMJv87e5+4iNNtV4IFom2icp0prfGEH/UM/89sry6SjtVeyT6RNu1Za+IVWQtdVT7AwyiYa15iLlh40/gYAUOOVERnIlBEC50X9bSB3ofM56R6aFZTJysoy/WOMIS8vz/g9Ozu7nXaTkK7tyIkapMXZMb5fLGaN7NMjZrw+/tMB/O39rW22vsIqD1Ji7Ih1aLMxZ45MxuashsuLdAdP/3ywTYNXL/9yFFdOG2D8znHaDNjmZBWVehQkOQREWnkjWwbQBm7aY4bbrhM+bC/0YVO+FzlVUpf6ctlShZXeNu358uGmHNx7wWgjpZvjOFw5dSDeWZfdZtvoLBe+tBZftmEg+vU1x/CXqf2N38f369pZRRVuCdF2ES5f62YAeiUFqw8VY8qgeNPtAt8+79uu6ES1FyLPIzHKXPufoWuUzD37mYwG98PlkxvMUAgdvAs9p1d6tOzaS19dh9s/24ljJS4U17RN4+muwuNX8E5If6jajbfDyThUYirPMfPp1dgbkhkTYxeNmY6ANtu92ivh5EdWmLKSaius8uCUQVrgTw8crD1aavwdmsrtl7HywAnMGJpUp1xHjN2C4hqvsX6B47A9pxKZJVrJNH3ARQkMaPGcNuBpEThjIIILCcpoWTHmTBYh0HOK54DkaBtGpGgl1Fz+ho9DZ+A1swYC37ERFqM0mZ5NwHEczhiehH/MHNrga7DqwAnTvu7Jq8Ts59ZgzeES+GQFa4+UYsX+ntN/VOspwyC3w+nIpwp47MRU/KfwNDxUNB2xvA8DrdXI8sfixoS9+GrQt5gVlQtAO15SLB7MjMzFbYXnYZMzGY/mTcArhSOw4NiURrdV7BNR7BNx1GnDhRuG48sC7f0QI8q4pn8p1p55AKfEuTA+xg2OA6It+nHMcEZiDWICmTIA0C/CD78aPC71AI6sMkRYg+/z4clRmDmyD9RGMmUArea/TeAhBA6s//71ZFwwPg3v3zDNtJzdIuDGM4aEXceZIUFFDjDNuhYDn6sOqwCvpGL93Wcj3mFFjVduci+kv769CW/8dizspJGt2eUQOK7B89D6zFKsPlQMSWFQ6gnenLpoVZP2pS3pge///vVkWEUeohB8HqLAt+tnsdMno6wdqk14/QoWzh2JA4XVTc4wWba30MjI7Aibs8rxxq/HcPdXe7A5uwyvr8nEuPRY8BxnZDIC2ox8gefgV1QjA60zKKqeJVP/hD+PpODFkCBbZ5dc6y60QK32nrOJAiKsgnHN5PJrWVJ65ozDKuCk/nG11sDapIRYZ1IZq5Pd2FaunDYA549PxaZjZThaXGNcE9UWZRdNpXb1DE1AO1dFWAXICjM+T3QUlCHN1aygzJIlS0z/bDYbnnrqKeP3//3vf+21n4S0GUVluOSVdShrZnp6fRhjeC0jE3+Zqg2kiwKPKJtozDTqrirdEpKj686Ya6nnVxzGtdMHGb+nxNhworr7Dzot33cCn29tmwFpSVGxM7cSs0Ymm24f1zc2bImW+pS4FPRxCBgcJyLRERqUaX35Mo+kYl+JHxnZHtyfUYbH11ZgU74XG/O92Fnkw7+Xl+GzfU4Uu2QUOrvve6CgyoPCqvobv+ZXepqcHVLu8qO4xoe0WHN5m3NGJ2NbrZIX3VF6XASOl4Uv2eSXVVwUaNDbFMU1Xog8h+Epwf4MsREW1Hg7t6FpffSSGJdOSsf2nPB/y5wyd6MZUYdP1OCh7/fj5jOHhh2s5jl06pfvjvLZllxcPqVfndtb8nlxtNgJxhgOFdW02SDSsVIXchoopdZYUCY0cyB04E9/bjtyKvHbkdIm9SHobg4UmUsQXjopvd5lnwrJGtKzi6rcErLL3FjwyU7jvv4JDlR7Jbh8Ms5/4Td8syMf27IroDI0OEO9sMprBD9DS2w5rI0HikJ9v6sA//50Fyb2j61zX7RdK1/mU1RkhfSuqQ58wdf3TwlkzHCBfjECzxvly7iQMmZc2EwZBHrKcOif4MAfJvfDmjtnYkxajKn/S2368aU3VNf/D5gHy/VgUUP0Emb64Pmbv2kN1v2yCq+kYuOxMqPsR0+gZcoA7fEWPeqPxzdVw7GiZhAy/XH4ZNAPeLv/ctyRvA1zYo6jv9VZZ+bwmZG5eL/fN/h25Ep8NOI3bHUm4rAnGnk+R4Pb+vvOgTjj11H4286BuHlQMX494yDWnHEQDkFFvFVBvwgJn0/LxPfTjwIIBlp4AP8aVmyULwMAG8+ghJRzixa1az9ZZUb2FgDcds5wXDihL8DQaL+DH287AxaRN473AQmRRvZsU713/VTjZ733UvB37diNsWuD3X3jImATeTh9Up1B+6d/PojanD4ZlW4J27Ir8Lf3t9W5f96SLfArKrJLXfV+JpTU+FBQ6cHRYme9g3hFtUpXzXx6dfgn24b076+nD9eCWiJf63tEmMf4ZAU59VwHNofbr6Dc1fbfDTkOGJ0ag+IaX5OzNY6XuVvc66ewytPsTPjQv7XI86j2yhiWHAWbhUdcSFAmtDRVR5SIrK88r6IyrXwZY2AhR4XTJ6Mo8P1JUpjpeoaCMk0jKcyYuBHvsOCOOSNN3w1klWFon0jj929uOa3D97E9uf0yCio97ZbtkxYbgbF9Y1HtlTH7uV+xbF/dEtGMMUTazEGZ0M8zj1+BTeThl1XYRD6Q+az9zdqyegTpHainDOl19uRXwemT8dPetqnRv2xvEQYkOjC2b/BL+cT+sV263E5jCqu02soc6h8IbE4WQWaJEy6fgvH9gq8Rx3FgjHXrgcYypw/j0mOxtZGGwhUuf5OaGn+xLQ9zx6bUmd0yaUA8th+vbPJ+lbpVJEbwuGB4JOLtwQsIDq0rX1bjV3F/Rjm+2O/ES1uqcPmYKNxzejz+dnIs/jklFjdPjsVL5yVh1wkfntlQiftWl+NIeffsr5RV6gJD/RdWpz3xC5Y3YfavrKh4fOkB/C3MTE67RYDUyTPdWssnK0iPi6h3Vn+NV8Ke/KoGB6pDfb09H7NGJde5Pc5hNRpmdyUFVV74ZRXnjE7BkRPhv7jOW7IZzy4/HPY+QHsN5zz/KwYkOMI+dwDoF+9oMBgQTrnL3yGvWUGlp8l/34aU1Piw9XgFThuaVOe+MWkx2F/Y9MC0T1Zw0UtrcdbTGZi7+FfMef5XbDtegZJWZJ/o54Ll++p/39d45QZnyIUOTugDf6EzYAGg0u03ZiX7ZRX5gUzM42Vt05S+s+wvqMbrV08GoAVybzpzCGaPTgm77KaQLFp3YIAws1R7f4XOok6Pi8AX2/Lw7PLD2F9YjWqPZATTwwW2qtxaAMflk5EaY0ekVcCRE06jZn9zD2MhMFg5bXBinftiIixw+RX4ZRWvZRxFQeCaSc8c0I8TRWVgjIHnAuXLBC6kfBkX2E4gS4arFZQJDDSHXjIMTIw0lUpriEXkAZjLEekP01fZUE339LgI49qm9ozW4hoffLKCo8VOZJe68OzyQw1mDXQXek8ZpQ17yvxUGIkl1ZOR4RqIBX22YcPwj/DZwO+RJHoRJTR87ShyDKNtZUi2eDHI7sKS4RswxO7ELdnT652E8/cdA+FTePhUHoxxOLtPDQY4/Bjo8MMhqnDJdYcHjJ4ynP67CgsfKIMX+H+6XXtv6gEcRWWmgUQ9gMfQhFQZaJlc+vGul5tpKY7T3i9RNm2mMwctK+3kgcHMVJ7ncOSEs05m+tbsuhMuNmeVwemTsSuvssHtvrvhONbW0y9GVhiySlz475pMI4ha6vTh6rc3QVVZ2CBHdhsEPsKp8Uo4WFSN7FIXXD4Zr1x5svFahZaaZEDYzN1le4twZjMCRvU9P6dPRrmzba5bVJUhv9KDS19dBwCIj7Q08ggzl0+u891NUtQG+8bpXsvIxPJ9J5p1DRZtD87C198rdlEw+orpVBYMpDc1q6s16ivPqzCmfX7B/Nn51m/HcMkr2msuK6rpvO+RzJP1ypv4/bi3kRUVssqM677BSZF1JmylxNjx+GXjccH4tDBr6N5ZMnvzq7HyQHG79JTRRQauxfonRGBDpnniiF9W8cf/bjDKbxqPCfkc8skqrCIPt6QgwiqYrrm6eZIS6QQUlCEdpsoj4dfDJXj4+/2dWoZkzaES/O3MIchsoybeX+/Ixw2nDzbddvKA+G49A3778UqcPCAeJ2q8uP2znWGXuf3TXU2evf7Yjwdw/0Vj6tw+IjW6zuzZxhRXe02zTjvTrrxKTBoQhyibWG95sYWf78Ilr67DQ9/va3BdRVVefL0jH1dOG1jnvpMHxjUa+NGVuBVYBYRNW+Y5oDWX70uPuHD5mCg8cFYCnp+TiDFJ1jrL9I0W8dTsJDw1Owm3nxqHpUfceHdXdZcoPdRUXkmB0yvjwvFpeGV1Jh7/6UCdZXgOeDXjKD7aVH/fmRqvhAe/34dBSZGYMbTuoB0ADE6KwrEucjy3xLqjpTh7dDIq3eG/eOrNEw824X2eWeLErrxKXDih7heMCf1isbORwQ8dY9oXcX2GY5nTh735Vciv9CC7jV/rzGInzh6VjOHJUcg4XBJ2INRhE1BU5a03e/K1jEz8968nN1gmaGRqNGY+k9Ho/siKiuIaL345eAInP7IC8z/egU3HysLO9G0rD32/r01KUb619hhuOH1w2HIFE/rFNfkz1S+ruOrNTXjo4rH46KZp2HbfbPzn/NH4f1/uxr8+2dHi4EZxjQ9/mToAvx4pMWbA1nglVIX0NHH55DpB1kVLD2DjsTIs3VOIA4XB94H+mZFWqxeJpDDjvm925hszo+/7Zm/Y/dqZW4k1h7tujXxAC7jlVrgxOEmb2bnu7rMBaLXSQwPfn23JxYlqr6mURElggG5HTqUpk+XSSen4y9QB2J1XhTWHiwEA1V4Jh09o5c7CBQCu/t8m3PHZLiMzZWBiJG49e5hxXmhOc1aXT8bjSw/gs5unh22oq3/h98sqyl3BQFvtj0K9rKg+SCzyXEiGjLaMXqZM7y2jM3rNhPm8b0pQxirwkFUVYkimTGiGEQNrMMj44Y3BUlJCmH1YuqcIR0ucUBnDR5tyTMd/d6X3lGnLuRTZLgterDwNSypPwkUxxyByDINtLX+tTo0uRZVsxV5vQtj7lxXHYl9NBL6ZdgSrzziEaQnBc2KkoMKl1B0eiLFo5yQhkB3jEFTYee1Y0YMy687SPmeihGD5stCBRFtggIsxLSjy3a0Nz+62mIIyYoPLNgXHBQMKDAwWgUdKjB0r/n0mAOCr7XlYvv+EMdC9N78K93y1J+xnd2mNdl7y1XPOCO0xVV9lBkVlcAUyB/TzoMsn47cjpSiu8ZmuPas8Em5uoKT0ZYHAQ0utO1qG8xb/hpnPZCCn3A1HyOBj6PlB6yES+FllxnbrC7g+8O1e7MytrPN9scTpw+JVdSeruP0yXH6lWSWb65Nb4cZpT/yCHTmVqHBLsInac7KKTRv+cvoUPPT9fuwrqDJ66hw+UYO3AtmADckscWL+xztw2yc7Gl1WZw3JBKsKlNK0WwTYRB4DE4NZEVr5Mm3ZppZia61wnyda+TItUyb0g41DsJSTrDLTZ0rtTJl/fLANj/24v532uvvRA376pJKzns4w7rNbePzn/FHG7zzH4S9TB+DpyycC0M4RPaVnj94fpz374kQFsiR/PzEdhVVe45oN0CZBbTteYQRHdRGB8mWnDkkIZMoI8PhlOKwiWAO9lfYXVGPF/hNNCuiS3qlVQZnXX38dKSnhZ7kREmpXbiVu/3QnXv7lKGIjLLjyzU11otIdZevxcvz+pL7Ir6d5usev4JYPtzdpXTllbkiKimi7efZNc3sgHCqqwQ3vbMG8JZvx/oZsY9ZmZ9l2vAInD4zDc1echLwKD4pr6u5PmcuHf32ys9GMoONlLog8Z2pcrbt8cr8mXdzqjpU4cdeXu3Hn57tw5+e72iRVvjV25lRiYr84DEqKxNp6+gh9sS0Px8vcYQcsdE6fjLu/2o0Fs4eHHdxxWEX4ZbXRwMb+Ej+e31iJqydEh72f47gWDyS4/CoyK2Sc0lerYTsg1hJ2X0ON7WPFv6bFwWHhcc8v5bhzRWm36DezJ78KkwbEYdaoPnh+5WF8tT2/zjLp8RHYm19tDAaGcvlk/HdNJuYt2YJTBiXgllnD6q2LO3NkH/wcJm06nJwyN55fcRgnqr1Nah7bEVYeKMaFE9Lgk1U88sP+Ol/M9cGMC15c2+CX7GMlTtzy4XbcOmt42IDiGcP7YGUT+xL8uKcQV/x3A854ajWuf2cL/vHBdixaegD//mQn5n+8Aze/vxXvbciGrKgorPK0Knsis8SJYclRSIu1Y8rAeDy/ou4gg10U8N2uAlz55sY69x0tdmLb8QrMHZva4HbOH5eGwUmRDWZVrT5UjOdXHsbUx1bh+ne24rFLx2Hh3JH4+wfb8MrqTCz8fFe7zEg8XubG97sL6r2/zOlrNBvMJys4XFRj6gEQakITP1NlRcWbvx3D70/qiytO6Y9+8Q4kRtkwa1QyVvz7TBwt1gZKDp+oMR2P1V6p0fdUTrkbAxIcGJ8eiyd+Oohvd+bjg405mLM4OIvU5a+bKfPpllzszK3EwaIaHAtMBlFVBl9g+8OSo4xl0+MijP0BgPwKD2IjtOB3fT2LcsrdyKynvEhXcKLai1MeW4mNx8rRN85cwjHCIuCd9dn4dqd2js04XIy7v9wNr6wYM4xLAtcfaw6XYHx6LCb0i8UZw5MwbXACRqdpjc31a7CccjeW7yuCGKi3n1fhxmsZmQC04zCvwoNl+4qMweFnr5iIPlE2I5CTF7gu3JtfhXX1zG7X/XKwGGUuPxKj6k5OAIITI/yyijKX3xi8DR3cSo+LAMcB+wurMTgpEiLPQ+R5YzaxkSkjaKXL+FpBGT1TpnZQRhSCGTXnjU3F6cOC2Weh1xFWkYfLJyMypE668T4IrLKh7BZLyOCmWM9n3NFiJ0qdfqiMYeWBE9iRU9Hlg4gN8alaUKYte8qU+ES8m/IZ/pf+PWKE1mcJ/DU5C+8N+xVvlY7BUZcd1RKPT/Pisbc6AhV+ASfHuZBik3BSXN3vQWcl1WBYZN3PxGhRBQ9mDBxwHBBv1c5hVj54jKw/84CRQaMFZYLHiD7ApTIGjtOC7Q2xisFSfqHHaHPo7wMOnKmvoqwyYxBcL5f6yd+mAwB8koJylx9L1mVja3a5qW+VrjSkxJb+9rtlljax4o+T++GqU4MTrErrCcpIqmqc1yWVIbfcjYpAkN/pk0zlrI4W1+DnBrI0t+dU4oONx5v9Gb+voApL9xTird+OGbdlHCpGUmSwr5sezBD1ZtaB17DKI2F7TqW2/4FMH71sFWMMFS4/3t1wHH96fQP+9p65xJvbr4QdQL767c2wW3iUt0GWb+i5K7TZfN+4iEav+ypcfjh92mt5wYtrcfunO40JA015jfXjtvaki4aEXoPoGaF2Cw+byGPO2OB4m6oyWPTyZe0clLnnqz31bkdlevkyc6aMFvzUfpYCmTJ/fmMDduVW4v5vzRMU3X6l2WUJe7LTn1wNRWW1yo9qf+sLxqfhT1OCPWdrZ6xtya7A59tyO2I3252qX4a0Y8pJlE3ApZPSce2MQQBguj7VS/aFBqQBbbKNVeDx8U2nwisrsAo83H4FERahwfGVnHI3Vu4/gdOfNGcT+mSlTc51pPtr1bSTK6+8sq32o8O9+uqrePrpp1FYWIixY8di8eLFOOOMMzp7t3qkdUdL8dHmHNx81lBMHazN2rrJPxg3vbcVP+wuwP9dOKZJDV/bgsevIMomwiYKcPll5FW40S/eXHd56/Fy/LinEK80sq71R0vx9PJDePjicXXu0y5gtdkhtaPsofIq3Hjwu31Ye7QUT1w2ARdMSMNnW3Ox4JOdWHTZeGNWaUc7WuLE0D5R4DgON581FMv2FuGakH4wAFDm9OPwCSfOG5uKiXUazGkYYzjr6Yw6mUS6YcnRqHD7wVjDDem2Zpfj5dVHIXAc/nzKAEzsH4st2RW468td+P1J6ZjYLw5j+sa09Om22IGiGtx69nDEOSy464vdmDYkoU6AziJwkBRW70WnojL8+9OdOFxUgxlhyvboRIHHje9uxeOXjUesw4LCSi9SY+04VupCiUdFabUfP2b68H9nxiOinllgAtfyZtmHyyWclGJt0QXSRSMc2HXCh2irgOc3VuKsgRHYV+LHBcMdSHYIXa4Z4fbjFTh5YDyG9olCnMOC/vERdZaJjbAgFx5Yxbrnrv/7di/WHinFxnvOabRJ4enDkvC/dVnIDLzn6vPD7gK8+esxDEiMxPXvbEGERcCcsSnw+FX8a/bw5j/JNlJQ6UF6XASmDEzAZ1tzceMZg029c0JnmO7KrcS0IeaMoUd/2I/sMhe2ZFfg9nNH1Ps+HpYchWqv3OjrtHjlYRwpduLSSemo8kh45JK65+ffjpRgR04lzn52DXLK3RiTFoNTBsXDr6g4dUgiTuofh/hIK2LsFlS5JUTZxXoDkJklTswZmwqO43DbOcNxzf82o8otISZCNI5rfYZv7SydSrcfd3y2E8//6aRG3wOxDgtOHZKI/YXVGJjogN0iaKnzAg+ryKPM6cNX2/OxfF8Rbj5zCK47bTBSA4MBP952Bg4UVmPh57tQ6vThzWumNPi51BwVLj9Gp8WgoNIDVQ3flHPyoyvx5T9mYHJImZjaFv14oN6ADKB9MUuOtqPU6UNSlK3e5V7NyISisrAZhxzHYfO9s7HuaCn+/elOjEyJxjmjUzAyNQo/7SnCyNRozKknOMYYw5/f2Ig3r5mCgkoPHvhuH/4ydQBsIm8659d45TpflEWeg6yocPtklAQG5xTGUBN4b4xKjcYPuwsBADeeMRgPfb/fGATMr/QgJUZ7vh5JNdWS13klBW5/1+3fNS3QqLqk2muUw9HtyqvCNzsLcN7YVPz+pHTkV3iwK68KfaJt+Nv7WyHynBEoYYxhQIIDpw9PwvbjFYiwCugTbcNX/5yBZ5cfAqDN9gaAiyf2xY7cCjz8/X5syS5HXoUbH4ZkNb74l0kAgNFpMSip8eGZ5dmYPiQRd325G2ePTsaBwmocLXHitGHhP5Mr3X7M/1ibAd3Q8QhoM17LXX7YA58VSuD4+PIf0/HWb1lw+xW8cuXJSI6x49XVRyEKHIqrfYi2i8ZgrxAIvtSe3BHMlDFvM9IqIjbCAqdPxqQBcaZm1aEDBxaBR4Vbwvj0YGDJlCnDGu5ZYBE43DprGF5efdT03k+OtiHOYcEDF41FvMMKngccFhFnPr0aGYdKMDDRgdOHJTU6saMr8ilAlMjQVlWDKv0cPAqHCY4iKJZIMLRNL8cBNhf2eJLwu03BYzhSUOBSBMxJrsJX0zLDPm7h8PAD/1aeIVpUwHEsZNki477gcir8qvZ3VWr1lNFLLjE0rbiOVeAh8trxHRrcaQ6B46CAwSJypr6K49NjMWlAnGnZsYHrD6+s4O8fbAPPASNSouv0RFq5/4RR0kzkOUTbRVS4JeOz3m7hTUHK0lrluEqdPtz1xW7MHNnHOHfLioo/vLbe+Jx0+hQUB3qNFdd4TX37an+31AO9m7PKMX1oYp2SmA3Zk1eF73YVYGsgE/WC8Wn4cU+hqdy0VeSR/cQFOPmRFQhNiigLCUzJqgqR5/DvT3fi47+div2F1fhg43FYRR6+QLZgKI9fgcuv4Od9RRiVGo2BiZFGQCctNgLlLn+dIH5zhWaRhGY0nTIoHoeKaoxG6eFMemQFhgS+g08fkogLJqTh9TXHcPrwRFS6/Xjo+32YN2MQft5XhL+dac5yVlQGm8jjqT9OqLcfSzhyyEB8WeCYibBo5ctsId81VBYMNla3c+mvjzdrn5teSamTraZnyrBaPWW0XWN4f+NxTB2UAJ+sYldeFQ6dqDFVuqjySPAHrmO7o8auR1vqwpfWmrI2dHq2VGyEBVUeqU5w8C9T+6NPO+xPZ9Cvk9rzEqFPtB2nDkkwzgMpMXZUuSXEOizGdWdoPy1Ae99xnPZ9QlYYrCIPj6Qg3mGFwpipvG4ot1/GiTATnLcdr8D6o2VIibXj6lPrfm8hvUf3PAu20qeffooFCxbg3nvvxY4dO3DGGWfgd7/7HXJy6i9DQ1qmsMqDq97ahDvOHWEEZABt5v+Tf5iAIX2icM3bm7HxWFmH1JrOKnUZgY7/d94o3P7prjqzPw4UVsNhFerNlql0+/HfNZlY9NMBvHPdVNOFa6iBiZH1NghkjOH5FYdx5+e7cf+FY3Hwkd/hkknpsAg8rpo2EA/9fizu/XoPHvxuX4fXWs0qdQVmb2qfhIOTtOdRHZJ6LiuqMWhkq+eLkl9W8c76bNx7/mj834V1S5fp0mK1Wp71zfYpd/nxyuqjeObyiXh73ik4b1wq0mIjcPHEvrjutMF4ctlB3PXlLtz+2U7c/P7WDhuc2l9QjdgIC6yBtPLThyXhSJiLb/1LhUWoe2VR5ZFw/TtbcN7YVKy/55wGt3fX3JEodfpw+esb8Oc3NuLG97biL29uxOPLjuC5bRLe3ePG/52RUG9ABjDPXmquE04FKVEti+PbRR6PzkrEP6bE4OQ0G9Yc9+BYhYT7M8pxf0Y5sisl1Pia//6vcPlxz1e7se5oKR78bh9yytz4clse7vlqN4qrvahw+ZFX4caawyW4+f2t+M/Xe3CgsLrRsnu78rQMKI7jsPP+OUiItOK5FYdN72dHYNamrdbrfbTYCUVl2Hzv7EYDMoBWw/zJP0zA/32zFwWVdWeteiUFzy4/hAe/24ev/nkaXvrLJPx42xn47Obp2H68Envyq/D22iwU13iNmeXVXgm55W48/P1+7MytRF6FG35ZrbfEWEvVeLVBCI7j8K/Zw/HHyf2ML5I6l082vrS4a73Hc8vdOF7uxlvXnoJdD8wxZivV54+T++GCF39DcT2ZhMv2FmFHTiVeufJkLJw7MmxABtCybm47ZziWXHcKXrnyZPztzCEY3y8OF03oixX7T+C+b/bimrc3456vdmPiw8vxzvrsevepsNKLtJAswBi7iFs/3o7MkuAXT5HnYBN5xDnMM+qve2cLVAYMaSDIFCoh0oILX1qLR384gOmP/4LLXl2Hv761CX9/fxtmP7cGHr8ClTH8+9wRRkAG0M5B54xOwY7752DWyGRMeHB5sxvQ1mdfQTXG9o1B37gIZJY46w36NvT5zhhDVpkb150WPnivO6l/LG54Z0vYzE1A+2zenFVeb8ah7rRhSfjxtjNgtwp48Pt9WHO4FJklThRVm0vMFVV5seqANkCpl9wYkRKF5MAXuORoG7LLXOgXErR1+WTTwAqgzbSTFK1MTUmNDzaRx4r9J/DWb1mwW3gMSIzEZSdrTe/1CSrVXgkCz6HU6UOcw4Jvd+ajpKZuhtwtH26HV1KMEjgAWt1HSFWZqSRbW6l9/APAwjkjAWiDjLd/ttPon1Ph8qOwyguLwBtfjvsnOPD05RPx+5PSYRV5RFgECDyHkwfEI9IqmvrTxDkscPsUMAAVbskIyMwc2QdWgTedt5OibMgsdhrvmSmPrkSlW0Jmcf1l7v7y5iZM7B+H7CcuaHQA1ONXUO70wxnoY6NnjU0emADGtEGH4SnRiI3Qsk9FnkNxjQ+pMfZgGTMeRvmyUHpZs9qfNZE2EXEObb9qP0ZWVYztG4MRKVGwCjwq3X7EB5a1CBz8gRQQDtrgeUMzsW2CgBnDEutsZ2ifKCz/91k4bVgSxvSNwajUGAxIdOD2c0dgT34VfthdiJUHmpb52NX4FA5RFkBS22a06Lq1UYi3ts/3n8X9fsOBmdvQxyrhkdF5UAOhkJcmtuz77sLhJ0wDB5PjtGsiiykow+BXtaUkxVy+TJ91zFjTau5bRR48z+HY4xe0ePKOPqYWY7eA54P9k+6YMxK3nm2e0KIHOrySlkUbG2GBzcLX6U+1O6/SKNl54JHzjGM/OjBoHWERTBOxal9zLvx8F345WAxJYcZnjqIyDO0ThR05lYi2ifh8a66RKTP1sVX4bGsuJga+b9YuAaUHR4przKUfmyKr1GUEZKwCj4d/PxbLFoSfpMoHeoHqA/AlgRJuL606omXzB/bleJkLN767FYVVXvQLfAeqXQLOIynw+GXszK00SvjuCWSzMMaQ3coean5ZNb4/J0XZTBmpAxIcKHX68N6GbOzIqb8salG1FxaBw8d/OxUzhibBIylasKzGhyXrsrEnvypsJn25y4+ESCvOGJ6EXbmVeC5MBnW4z2lZVXHxxL4AtO+HcQ6LVr7MYv7MUhgzjtXa19zt5avt+XWyixQ1kCmjmss26VUZNh4r0wIvgfdP6KSMp38+iJvf3wqfrNT5HtUdnKj2YsqjK9tl3QcKq433JFA3S/qDG6bh7FHJdf72UwcnGMGM7k6/TmrPSZuTB8bjT6domUc8pwVIJj68HIBWXjHaJtYZu6lw+43sN0nResp4/AocVgHZpa56S7S6fLIRdA5V7ZFwpLgG3+6oex4hvUuTRtjOO+883H///ZgxY0aDy9XU1ODVV19FVFQUbrnlljbZwfbw3HPP4YYbbsCNN94IAFi8eDF+/vlnvPbaa3j88cc7ee96lk825+KG0weHzfjoF+/ADacPxpwxKfhg43EsXnkYf5k6AL8/Kb3d9md9ZqkxC2lCvziMS49FdpkLI5KjjS+1ZU7thFtftsxJD6/A384cgh/mN5xZNbRPFDJLXBjSJwrVgbrz8ZFWHCtx4n9rs6Ay4M7zRmJAoqPOY0ekROO2c4bjldVHcc9Xu/HyX05u0gBvW1h14ATOHx+cLdwvPgJfbs/Hm79lIfuJCwAA5W4/0uLsOF7mNs3eCfXETwfxzvosHHjkvAa3d/HEvvjLmxtx3WmD8O9zRyAmZNbxCyuP4PmVh/H4ZePDzkaZOzYVc8emgjGGn/YWIavUhSte34BxfWMxpm8MFJXhskn9wMDw5LKDSI62wyeriLIJOHdMKpKjbYiNsDT42sqKikMnavDK6qPwywzThybiaLETNpHHn07pbyw3NDkKmcVOjE6NMRr5MsaMwfvaM9NVVQvMXX/6YJzVwAxx3fCUaHx76+l1bne73diwYQMcDgesYsPHCN+aoIxLxrjk8GVamiohQsDswQ7MHqwd8ypj+OqgCy9trkJ2lYyLhtkxLl7FlMAF/PEyF5KibLAEsgEAbYBrU1YZDhTW4Jsd+aj0+LF83wmcPz4NC7/YhUn94zB1cAIuenkt+kTboKjAOaOSkVvuQXapGx9tysHUQQn44MZp8Csq7CJv+vLs9svwSmqdGWH/XZMJm8jjllnD4JMV4zitXZv6hVVHcM/vRqE5UmLs+M/5o3HLR9vx1T9mGBehjDE89P0+fLw5F1/+w9y3gOc5/PfqyVBUhhdXHcHFL61DUbUXM0f2QcahEgxPjsJ1pw3GmkMl+HZnPtLjI7ApqxwzR/RBnMOCu383GsU1XgxJioJV5JFb7sbqQ8W4atpAlLl8iLFbjC9SMfbwg45bj1dgUkiWXFKU1cgE0NX4ZCRFWVHq9JkG7FWV4Y7PdzXrtZo2OAF3zh2Fs59dg9f+ejLOGK69b5w+GU6vjHfXZ+Pd66c2eX1D+0TVybqZEZgZX+WR8PPeIqTGROCRH/ZjR04FBidF4urpA2ETBMQ6LFpg1mE+f6TF2vHD7kKjrJlPVsAFmgvHRJiPqQSHFW9eM6XJ+3vn3FGYMigB1y3ZAkCbpeewCvjP+aOhMNakdf1xcj9syS7Hu+uzMWdMKga1Mhtz9aFiXDopHZLCcO7zv+KH+adjXHpwooJenqShQOjKA8XGYFNDrjilP44UO3HHZ7swaUA8bjxjMASOg8MqoNTpx7wlm/H4ZeOb/CVuzpgU8BzwxE8HICkMUXYR4x74GfsfngtZZThQWI3Vh4oxc2Qyyl1+zJsxCAMTI42BiRqvjASH1TRxwuVT6nwpFnkeisrg9ssorvEh3mHF4pWHUe7yY1CiAzaRx/Qhifhqe74xOFHtkeGwCHD7FURaBWzOKkepUyuB5VdU4z35455CTOgXC7dPRrVXQozdgkmPrMCuB+Zg+b4iXD6lP5or43AxbnpvGzIXnd/sxzYkPUzG4WmBAX1JZabBLVllKK7xYXhyFPYVaF9yEyODnz82UTA+WwEtCDFlUDzmjk3BnV/sRoRVQJnLj2HJUVgRUvZwQIIDe+xVpmOkT7QNLr9iWn9hlTfsoKCiMny5PQ8HCqtxyUl9G33OCZFWuPwyanwyRIHDZSf3wxfb8kKep2oqPRYbYUGkTcTARAeSo+3mnjJ83d4xHBcM2IRy2ATEB4Jgta89ZIVhSB8tIGMReQxLjsKIVK18k00UjMCf/hp5JQVxDgsqwwTqLCJnXAPqn0/njkmpN5DztzOH4KT+cYH+GNvw0l8mYcqgeFN2ZVfnU4FokcHfBnGUaj+HSQky7hpVBjS9km+TTXCUQeQd2DJL601y9YDW9f46NcGJvdV1/1bWWkEZiemZMubyL/pxqmdGNMYi1A1ENpeeXRZjF4GQ8mUNlRT2+BUUVXlx3thUuPxKnUkFNT4ZPlmBwHOwCCEl1mxadpvdIpgG86o95kFVfVKboqpG3z2/oiLSJqDaK+H60wbj7bVZplKHXklFYuB7kFdSTMFgPaPmRLWv3jKXHr9ifDfRZZY48fqvWtkyfZJZYpTN2E5tAq99h1BVbX16f4RnVxzGbecMh8BxKHf5cdvHO1BY5UVhyCBklUfCcysO429nDkGkVQhkeGr9GytcfnglBTnlbtw5dyRsIo9bP9qBM4b1Qayj6Vk/ob7anoevAj1fL5/SD6NSg1nY/RMcOFbiwpJ1WbhkUjomDQifxev2K8b33mi7iBqvhLd+O2Z8JhVX+4yZ8e5AXwlAC3SlxNgRZROxKascueVu3H7uCNO6Jz2ywli3TlLMmWXxDqsRkNG/a1gEDqrKcPu5IzAsOcqUrdSeNhzTJk8OSHQY4zSKGixdVrd8GYMkq/BIwfdP6GfRK6szMSDBAVlRu2VQpnZgtLl8sgLGtHMFYwxbsivqnby0oVam3vh+sRjbNwZfhlxLAIAQuNbs7hiDUQa4o5Jpjz1+AYb9ZykA7W9TWuNDXKSlTvmyMqcfQ/pon12yqmXK6OXLQrMBuVq5oE6fYkw68skKfthVCFlVsTuvCkdOOCGpKu79eg8eu3R8ez5N0oU1KShz+eWX44orrkB0dDQuvvhiTJkyBX379oXdbkdFRQX279+PtWvXYunSpbjwwgvx9NNPt/d+t5jf78e2bdtw9913m26fM2cO1q9fH/YxPp8PPl/wQ6+6uvs3quwIzy4/hG3HK/DhjdMaHCTpn+DAPeePxne7CvD2b8dwUv+4Jl2sN4esqJBVhtWHijFvRnDQrm+cHfd+vRc3nTEY543TmkuXOH0YlRZjmumse39DNv566gD85/zRjW7ztGGJWPDpTuRXuPH0z4cQG2GBwyaipMaHiyf2xS2zhplmM9d26pBETBucgI835+Kvb2/ChH5xuGvuyGYHZ7ySNjv3w005KKj0YPLAeOzKq8T0IYkYnhKNif1iUVLjQ3KMHdtzKvDojwew8/5zjcfbLQJ4DhiY6ECFy4/4SCvyKzwYmRKtBWXCZMo88sN+5Fa4cezxC+rcV9v0oYnIevx8/HfNMcz/aAfeuGayNqvYJ+P5lYdx0xmD8ZepAxpcB8dxOH98GpbvK8IvooBzRqfgmx352JJdjv+uyUS03YKUGBvyKjzon+DAf9dkYs3hEmzJrsDMkX3w5B8mIDnahuIaHwReG0C1WwTklrtx5VsbkVvuwetXT8b0oYl4f8NxlDl9EAUOJ4UMSA/tExWojV+ADwLNb6s9MtJi7ThQWF1nYOS9DdkAgDOH11+yrK1ps9xa9tgSt4I+jrYtM8hzHP44Ogp/GBWJzAoZ+094sPWEhJ/f24nYwGBnlUdCbIQFI1Ki4ZdVHCt14fRhSYiPtOKlKydhREqwf05oGbxLQoK7HMfhjjnaF6Jle7VyG1e9tRE+WZsxfOMZQ1DtkfDtzgJ4/ArOH29uNC8pDFMHJWBPoKfFgcIaDE2OxMoD5kwZVWVweqUWlVwYlx6Ly07uh1s/2oGXr5wEjuPwyZZc+CQVr111MiYPDN+wV+A5/PvcEVgwezi251QiOdqGPflV+N24VOO1uO2cYVi+/wTsFgHp8RFYd7QUpzy2En88uR+OFNcgIdKKbccrUOGW8L+1WfBKKtLi7NgRqBX+652zIKmq8SVTVlQojOHbHfn4fyFBlcQoWwOZMjWmY6+gSjuH1PdlOBy7RcANpw9GQqQFX27LwzvrspEeH4GduZXwyyoeuWRckxu4NiY2woIrAkHXf80ejo3HyvDnNzbipV+OAtBm3Jc6fXjhz5NMj4u2WzA8OQqvZWRi9ugUfLuzAGeNSMKR4po6M+oZ0Ozz+ayRych+4gIwxrB0TxEumKAdq39tYtp7pE3E4j+dhLfWZuG2T3YgLdaO169uemCotswSJ8alxyLSJmLN4WIUVHowLDnKmB1d7vYjMdIatlEyoGVLvbDqMP4375RGt2UTBTx08Vh8t6sAn27JxXsbslHpljBvxiDklLtx81lDG+1REGrmyGScObwPPt6s1eD+YKM2e3zM/T8DAK6dPhAfbsrB4KQolLt8xiD3qLQY3DJrKN5dfxyvXz0Z723INsrJ1PhkKKr5i7UocIHeAdpncVqsHdF27fI7JsKiDbIE3hyhmTIOmzZwFWO3GGVYqtwSznx6NbKfuMCYSeiVVLj9Cv718Q7jb1lQ6cEvB4tbFJRR1aY1ia+PV1Lw5LKDeOCiscY+JkXZjH45ofSZs1JgMKJvrB0FgYE8v6xiSJ9gUCY+JNMmJkI0vZ8ibQIcVgEXT0xHhFUwslxSom1465op+Nv7WxHnsCI15LXXJURawXNAUkgpm/+ty8LEfrFaaZWQc8rD3+/DuxuO45FLxuGv0xq+LgGA7f93Li548TfEOSxw+RRYRd7UX+lYqQszRyQbv998llYG5/0bpiHjULFRskgvUxauygsXpnxZlFXLlNEHtUPPvXKgH4HNwsMicEYfDUCbZFC7fJnHr2DKwATEOSymgBKgDbLpZaUEYzJB3UCQzm4RcOaIPtgaKKf27vps2EQe8Q6rqal7V6ZlyrA2yZT505po/GlwxwyqtgWtf1Hdc4MAc1DGp2fKqMxUxkv/+z7xhwlN2p5VbP0xoX/GRtu1cn76ubah1eaUu5EcbcfwlGgcLKyBX1FN15c1Xhl9omxGSSx9HyNtIkamRGP26BTsLQj2MPFKChhjqPbIiLAKwT4yCoMrkN2fV+FBUmCdqbF245wfYRHgkRStT1Zge26/Esgw0D4vjhY7kR4XgaIqb72ftde/swUf3jjNdM2hDyKmxNgwMDGy0cFxgeMgqww+WcXo+5eZlv96Rx6sIo9Spx9XTh2ACreEnHI3Hr1kHO77Zi/6xUfgxVVH8OKqI/jwxmnwBHrKOH0yXsvIxKsZmRifHosFs4fjUJHW42vVwRO47OR+De5TfXbnV2FzVjkum5RuCsgAWnD++RWHUVzjMzLIvZICu0XAi6uO4M9T+yMpymbK5oqwCDha7MTBwL4BQG6FGxUuPzx+BWPu/xlHHvsdCiu9uOL1DXj6jxOMPkjhJiQAdcvQyapqKtOnZ8pYRcF4rXmOg6IyDE+JxpkjJGw81rpAa1NVeSR8sT0PKTH2YFAmkCWj1ipfJnBa4EhSVHj8snHcemoF6wurPIi2W9rsur0jtbaXz0Pf70e1R8LLV56MfQXVuOL1Dbi+nmzxLffOrnPbn07pj1NrlYMWOA7eDqg60xH0a9COLG8uqwxJUVYcKKxBlUfSMh5rlS/71znDje8ZSqAvmZ4pU9FANQq3X0aNV4bIcyio9OLDTcext6AaCQ4riqq9sIk8PtyU06EtHUjX0qSgzA033ICrr74aX3zxBT799FO8+eabqKysBKC9WcaMGYO5c+di27ZtGDlyZHvub6uVlpZCURSkpKSYbk9JSUFRUfhmy48//jgeeuihjti9HuPjzTl46Zej+O7W05p8Qr14Yl/0ibLhyWUHEWUT8egl41v0Qe2VFPgVFb8eLsGJah/mjEnBp1ty8dqaTPzn/NGmWfGpsXZsO16B8emxRlCm2iPh/PFp+DFQ410nKyqW7SvC+9dPa9J+DEyMxNvXnoJ312fj9aunYHhKlDETs6lN7TiOw5XTBuAPk9Px2dY8zHtnCyakx+LWs4c16aStqgx3f7kbu/OrAAa8ee0ULNtbBL+s4vVfj+FosRMT+8dhV24lxqXHIC02Ag//fmydMiNb7p2NT7fkYsOxMpw/Pg055W6MTovB8v0nYKv1XDYdKwNjwH//OrlJz1F/nv+YORQxESKuenMTCqu8GNInEu9dPxVnNCNoMWdsKs4dkwKO4zB7dDJUph0Pvx0pwdxA3wfGGM4emYzJA+OxKascSVFWXPDiWgxIiMDRYif6xkUg0iZiQIIDOeVuXDt9EK6dMci4cL5l1rCwPXAGJTmMUje64hovBgUCjNZasy3WHi3Dq1ed3KEXHBzQ4tRmvwLYGsnEaSmO4zAswYIBUQxut4rJU0+C3R4Bu0WArKhQGbAztxJRNhHDU6LqHfAJfS1rv676778LBFzOGZ0CjgO+31WAJeuysDmrHNdMH4RSpw8X1ArK/Gv2cERYBCxaegDF1V5c8so6ozRW6Dkqv9JTp0dVc1x96kCU1vjw6I8HMC49BqsOFOO5P02sN1Ol9vPTswD7Jzjq3Dd3bCrmBN4besYKx2lf8lXGsDe/Cq9lZGL+OcMxsV8sJIUFylqU4/evrMXvT0pHXoUHc8ak4Ke9hegbFwGfrJpmOI9Pj8W/PtmBwUkOI4iUW+7GoCQH1h41z6TLLHFhaJ+WBd8vndQPl07qh1KnDxuPleH/LhwDkefa9b106hAteOyTVWzILMP0oYngOa7OZ9T8s4fhtnOG45mfD+Gm97bil4PF2PXAHHy5Pd/oKQFo56XW1NHmOM4IyDSXKPD4+1lDMXdsKv723laszyzFKYMSmt1nJrQW+OCkSNw6azi2ZJdj8cojWPovLZO0wuXHgEQHVuw/gRi7BbPHBK+9GNP6aS26dDySo5vWR4HjOPz+pHQkRtrglRTc+N5WvLM+G9edNggzRzaecVgbz3OIjbDgqT9MwMjUaFy7ZDNqvDL+fEp/fLIlF4wBP+4uwI7cSjx88VgAWiDhd+PS8MrqTAzpE2nU906K0vZJrhXQEHkOr685ZmQIjEqNNgbJxcBMa0WFqW9CtUdCpFU0SqH5Ag0sznxaaxL6WkYm5gYa/7olGW6/1ixUH+wrqfGZSpo1R+2Zgc3l8slYsi4bD1w01hiEmTIw3ijRZt6W1ntBDwQMTY4ygjJDkiJx6pAEDEmKxJi+MZgYEnCrXcM/0ioiwqL1frpwQl+88avWLyMmQjvmhvSJQqRNRGqMHTG1gqMCzyEh0mZk40ZaBbj8Cib2j8NN7201Zd8dPqGVKP3LKf2bfL4pd/nRNzYC+wurYRV40/ERZRNx6pDwAfcRKdHG+8Iq8nBYBPCBeuY6Xi9fVmtf9PJlVoGvU37DJ2kz/G0iX+ccxHNcSKaMdptXUpEUbTGCLlrmozb4oJVmNGfK9IuPqLM/taUESj5uPV6B39f48PuX1+HaGYNwZRMCXZ3NLbdNTxm3DCTaVJyX3n2a/ApgYXvBhH4M8hyM4VlFZRBCjrHGjovaLALfYEZLU4hGUEaE269AZdrPtc8Doe69YDQm9o9D31g7nll+CIxpz0U/Nzq9MpKibcZsef15RdlE9Im2YWL/OG0Sy59F/OuTnVAYw6oDxbjxva348yn9jSxkRWXGOXvF/v/P3n3HyVVW/wP/PLdM3d53k03vHRICoSWh96YioggoKILy1Yj+BEVAKeoX+aJib1hQwQYISpXeE0gggfS2yWazvcxOu+33x517987uzO7sTr13ztsXL7O7s7PPtHuf+5znnHMYv/zkCvzlrZa467tpNX58cKgfXhdvngd+9vwubG7tw9lLGvHxo6fig7Z+rJhWiUc2tiYNyuzuDKA/LMVd33UMRHD3R5aipsQFWdFw8vy6hL9r4HkGSdXQHcvOsPZp+djKKXjg9f0IRGQ0VXjxwlfWANDP2d94eDNuPGs+Htl4EP94+yA+/qs38M1zFiAYVTAQlhCM6rvIFzWVYVKFF1Or/XjzppNxyS9fx1mLGye0SHk4dh4Z/rt7v3M2+oISdnUEzOegNxjF1x/ejC+ePBv3PL0d9zy9HafMr4vLPmaMmeXkvnPRYnztH+9h66EByKqGL/z5bXhFHu/s74Wq6VksH14+2TxHDN+Q88NndwDQA3HWSiKSosFjyWaq8IrwxAIyxnHWWoa6psQ9oqRYtvSFJEiyClXVzACWqmpQYqXL4suX6V9LioZgVDHf78P730iKhu7BaMH1FU1FuqXSI5KKw7H3k7HZYW/X4IiKFtetnZmw99HkSt+I602eY44oX2ZkWgG5y5QxzK4rxQU/fgUza/3QgLhNBQCwYlolZtUNbQZ1CVwsy1GI65dkFYzK5oa+mhK97PG+rmDc8d/oE7q3a3BEEJkUh5QbBLhcLlx66aW49NJLAQB9fX0IhUKorq6GKE4stTSfhp8ARms0fuONN2LdunXm1/39/WhuHv/uQ6fbsK8HT25pg6pqONATwq8vXzGuXauAnjWxamY1/v3eIdz++Pu44fS5IxYkh+9cNOzqCOCRdw7iR8/tRLXfjc5ABN88ZwF+/fIeeEQe795y2oiSRCunVeHLp87Bfza3obU3hPoyD4JRBRcdOXlEUOaF7R1YO7duXDubq/wufGlYyvJEuAUelx0zFRcdMQl/23AA825+Ap8+fjq+cfb8pO/bzkAEX35oE5Y2V+B/TpmDgz0hzKwtwXVrZwHQd+j8df0BTK70QuQ5dAYiOGdJY8L7Y4zhuFk1+NkLu9AViODvbx/EF07S78d6+g9LCv7vme34+WUrJrS77eNHTzXLjf3znYM4YXbNuCdrxu0ZY+CZvjhhBNyM7xsLg2cs0su0vXnTydiwvwdekceCxjJEFdXcwZToYiDRmNwCj96QBL+LNzOKDvdHzB1Sw5tyqpqW891B1ovlQuayPO9GANPakyojfyP23F905GRcdOTkpE3KAeDIWDbH51bPxIU/eRX3X3kUVs+pxc0Pb44r37e7c9BMa56o/zl5Nh7ZdBC72gfxk48fmdH3iPWzYTDuf8W0Kvzq8krzZy6BYW5DKeY2lOLDyyfDLfB48K39ONQXxnnLmnD3k9vxp6vjA9TNVT788pMrcPlv38RPP74cNSVuvLO/Fx9ePhl/fH1/XPmyvZ2DaZfOqilx45wlY5cQyhTGGDwij7Xzki9cGM/fJSubce0Db2P3nWeB4xiuWT0jbpd5S3cQUxOUrsyl6TV+/Pkzx+D7T23Hk5vbcOt5C8d1vN3dGYh7Dec1luITv34DpbGLk+k1fnQPRjGlyodHNrYiLClxQZlbHt2CUxbUj3ueAADHx4L1u2MlttIp71nhE1HuE9Fc5cM5S5pw/yt7cPGKZvzovzvBMb3O/azaEtRZegcZxydfrKF6b1BCpc+lX0wOC8oYx/6NLb0A9IyPjkAEe+46Cx/9+et6UEbTwHMMHoEHY0B/WN9Rre8w1UbsMP3uE1vx3Se2AtDLKQxGZfQEJbMsTmcgeRmbsYw3ODecscPx3+8dwqYDvQCAujJ30te50u8Cxxhm1ZXgrMWNeGlHJwDg48dMxaUrp6T0nvS7hbjSPKtm6O8PYzHsprPm4bev7EVtqdsMCFjVlbrNTTODUQXzGkoxpcqH37+2L+76wO/mccLsmpQ31gD6a7GwqUwPyghc3KLJI9cl37jUVOE1sy59LgF3XbQYdz+1DQxDi16M6ef14XdR7hVRU+KOZRpwcT8/4XvPodQj4EPLJyc8v1hLqGjQEJYVeEXO/IxV+YeCMvoxMZYpE/v5Lecm7yFoaK7y4dHPH4fz7nsFh/vCaOkJpr3zOBfe7eaxvksEz4UmXArW8O8DLpw5KYoGrwbYJC7DMw18gkwZLsnMUlY1iK6RmTKpcmUge8rs9+IRzQXsTd88bdRzxinz683PhrGZIqqo5ud+ICKh2u+CR4gFZWIfoxK3YAY6G8o9OHdJE/7nLxvx/LYOMwjQ1h+OyxwIRobe98b80S1wmFNfgu2HA+aipEfkzUXtrYcHsKW1H1ta+/HgWy3Y1xXELecuwCMbWxMe9yVFRftABJ2B6IigzPQaP05MoYQyoO/E1zSge1Afxy3nLsBt/3off/z00ThuVjV+aSmFNvy4duLsGj37PSjh2a3t+Ne7rebu8YO9Ifz+UyvjxlFX5sEp8+uxu2MQC5rGt0ipqJp5zPMkqOZQ5hVi5YU0bGzpxdk/fBk1pW5ceb9eGtYIPA9/DH6XgN6gZGZ+GkGaZz5oxzWrZ2LDvh793Pyh0cuoGj1m1t79PHbccaZ5zpUVDR6BNzcGVPpc8AwrXwbAnEs3lHtwqC+kBz+zvHrdH5KgQV8sn3fzE9j7nbOhaLGeMpoWN7/nGIMG/TMTtJT/6wtJ+OUnV+Dq36/HDz92BJZNrsCJ//vciD58djAwzt5Nw3lEzpzX/flNPUt7T+cgmqt82NcVxMxaP3Z1DI7I1BgNzzFHlC8D8pMpA+hZg4A+5+oPS+Yxf1KFFwd7Q3Flc4GhahnVfhde2xVfZs5g7SWjappZgrrSJ6InVhb2rMWN+POb+7G3055BGT0bFCNKZJLUpRyU+dSnPoUf/OAHKC3Vo4Pl5eUoLx+7BnihqampAc/zI7Ji2tvbR2TPGNxuN9zuxPVVyZD5jaXYfLAPmqbhhtPnppV+d9biRvQGJZx/3yv4+NFT8OHlk/HUlsN4a283Xt/Thb9dcyze2d+LqKKicyCCkKTglZ2dOG5WDV64YS22Hx7A2nl1Y05S6so8+MLJs1FT6sYrOzvxzAdDqdLDzwPPbWvHZ06YmeBecsfvFnD5sdNwxJQK/OG1fbjpn++ZmSslbgGz60oxs86P91v7cde/t+LmcxZgcaxW//C+PiLPjWtXYnOVDwd6QjjUF8ZvrzjKLFumWiZiuzsGsXxq5ZiNb0djHNA/fnRq5XgygeMYjpo2tOjv4fgJvX83fvNU/HdrOx577xAuO2YqdrQPmCd46yLO9sMDmF2fWnPvTJpoTxlZ1XK+WyXXUlnUPXZWDV74ypq419J6wdcViCTsfTTecVx4xMTKNaQr2eTXCDwZDREB4LylkxIeX6tL3Pjc6ll4cUcH/rWpFVcdP8Nshmh977X2hbBqZvWI33eKyZU+/PPa48z31RmLGuOCMnu7ggn7ieVaTYkbd164CLc8ugXXPvA2jppWhcuPnabvfoQGgdMXxdTYIoe1z8Rtj76PG06fE3dft567AKtm1uDHz+3Emrm1eOD1/bjgiCY8srEVpZYNFoGIjNbeEG6LZZ9MVCZ6rVV4RfOcdcr8OtSX6QsuN545D39/+wAGIwq+ee4CHDdzKGvTuBDzu3g0lHvR2hvCKfe8gDn1JSMzZYZlKpR5BbT1h/WNAxyDyDOcMKsG3/vwErhFzsy88bsEBKMRaNrIXZmlbgEDscW3tj59ka83GMUDb+4DEMuUmWBQhrO8xo+9ewgRWcHZixtHZNAmY+yKvfaBt83vWTMydt5xZtztK7x6/6plzRVYaFl8qyt1p3xBftys6visvdi8x9iIc9I8PWO61CPipx8/csTvX7Nmpjmn+cEly7ByepV5ga1qgPUl/N2VqfetAoAVU4ey0NzDypeNZ8GB44b6a3BM3xGrB2VGZspccMQkDIQl7OsKjsyUkVVEAlGsnl2bMLMzGlsgM34rFFVide/1r6v88e+D4ZkyqT4mI+DU1h+GrGhpZ2jlwp4Ah2VV6S3GGTZ1C7hlWTAj95Ur1S4Za2sHRnx/eKDGeCVlVYPLcoz2jXPBhuMY3GmWcuGYng05t6EUezoD5v2OxvqZMa4ForIK4xDIcxwuXtFsBli/cfYC3PboFvjderDTOv4vnjIb9z6zA4HYIu7z2zrMz8pPn981okSWMeYn/udEAMAnfv0G6svc8MZ2Uk+r9mFTLMAPAPu6gvC7eMyN9YUKREYGN40d+V2BSFzD+46ByLg2PDVX+dDWF0ZPMIr/d8Y8XHncdNz2r/fhEjgwxjAYVbBkcvmI+9x5x5lgjOHcJY2YWetHVFHN4Ps7sceSqJz37LoS7O0aX1BGVTWsvft5tMb6NyR6/zDGUFvqRl9IwvpvnIovPbgRO9oD5uLph5ZPxv6ukZ/NUo+Ajd88FQLPocwr4rylTWgod+PBt1pw+bFT8eGfvgYAcefK3Xeehct/+yZ+8vxOVPpcuCRWFndOfQk6BiL49ct7cE2sbKVevoyHzy1AUjWcs7QR9WUenLKg3nx+Pn38dHMu4hZ4PLnlMK7544Zx9SeciP6wpGfHxD7qqqpBUYzyZRhRGlvVjPJlipl9qd+Hfi70iTymVPvw2BeON8tK24nRC2r43DgViqr3DgrFyhAaGWct3UGsmlmNfV1BfPPchfjSgxtHZGqMRogLytg7OGM8jlyvPRibr+rL3OgejJrngnsuXoojplSO2MhiXAtU+V1o7QslvM8uS6+Z9oEI1sytRaVPbwXw5t5ufPCtM/Cvd1vx5zf3o7U3nPA+Ct2L2zvQNRgds90ASS7loMzvfvc7fOc73zGDMnblcrmwfPlyPP3007jwwgvN7z/99NM4//zz8zgy+/O59IBBplx69BRMrvTiuW3t+PZjH2BmnR/rTpuDDft6cPSdzwIATl9Yjx2HA/jMiTPw+0+tNBdLx7vYtWJqJc7/8Sv46SeWJ2263tobRnNVYTQjXTK5At/7cDl+/fIePPtBO9wiB0XR8PKOTry0oxNr59Xihx87YtSeNRPx88v0kmRGYzogvvb8ro7AiMbZxcTnEnDqgnp8+v712BhLY7/rIr1pm/Uib/vhASxozP1OiIn2lOkJq6jy2q/mbzYM3yFtLa0xEJbTzv6wi9EC3qtmVuPIbz+Nm86ah1MW1OO5re3wu3hYLxLa+sJozPDxqdCM9hx1D6YfwMsUxhi+df4ivLmnGxf//DXc9Z8PUOFzwe/iMbu+FGcvbsQbe7qwrLkCmqYHlH72wi584aRZI3odXRGrib2tbQARWcV9lx4Ru4h/L66XxweH+nHElMqc74JLpMLnMjNyl0yuMDM6Prt6JiZX+vDg+hbUlLjjFvKMBXyB5zClyodP/uZN/fsCPyJTxtjpeOERk/DPdw7qQa7YgVjg9fJl02r8mFbjR8dABGcuasSL2zswu74EUp+KZ7e2jxjzqpnVeCrWwH774QFMqvSiPyzj5y/oO5U7AxGzV0EimqbhmQ/aceqCkZuRjHP6gm8+gTn1pdjaNoClkytSDspICXa9Wi9khx9DJ1V6sb8riDKPiBK3gHkNpVBUDXUJSnYkk6znlrVpst8toNQjJMxyOW9pk9nnxKiXXxkLPuhznaHXfryBwAeuOhqbW/vwn81tcAnciKDdeBjBF2b52gjMWPEcQ4XPhatPmAGeY/jXplbzZ0snl+PDK5px7KyRpWErfaKZMQToC20RWV8ojMYWhGfXlULVgDf36M+X8VkY7+JJVez91BuM6lkI49gRnC/7Ajy+vDDxwst4cUyD3Vop+AQNJyUIyvj4xLXcZFWDL/a6brv9jLjM4lR5E2Q6jAfPMVx+7LSE2RuJfHb1jLjbGYvIUUuvJRfPzFK4AHD6wgb88+2DcAvciJ6EXzxlDi49egpW3vGs+T3rdZN1Tm4ErWRVNY8zv//USvzx9X34INbb5tQF9fj82tk4/nv/xQ8uWYZP3b8ed160GAub9ED0717dixKPgCWTylHqETCjtgR7O4NY0FhmZrgZOgYiCUsjJfObK47Cw+8cxFf+9i6+F+sL9LUz52F2LNAjKyrOW9qE6mFzG+OYyxjD9Bo/rjh2Gl7a0YnFk8rx3sE+APE9wwzTavzmccbwwaF++Fx8wt6zmqZh3jefiMv2U5JkYdSUuKDFMlRn1ZVgW9sAvvfhJThvqZ59nWj+dt3aWajw6b9XV+rGZ0+cAQ3AuUuaIPAcnvjiCVjzv8/HbULgOIZT5tfj1n9tgaYBDbFFX0XVICka+iwlvSRFg1fkIHIM1X4XTpqnn5/Xzh3Kzl45vXrEsftwf3jcr+V4hSU1limlP5+SqsZlylhPa8a1phTLlDHmBP0hyTwGGOcNj8hDUtOsBZkHxqaX37yyBwubyse1yezoO5/BrLoS7OoYREv30PlEVjWz/HS5V4SqaePKynVipsx4S16my5h31pS4MRjtMTcKu4ZlqxmM71X6XQgnqWnaFYjgrosW43B/GPc+swMfOnIyZFXFewf6sXpuLbwuHhevaMbSyRX4+9sHEt5HoTvUF8579Qe7Szkoo01kJa9ArVu3DpdddhlWrFiBVatW4Re/+AX279+Pa665Jt9DI8OcOKd2RFr12Ys9OOXb+kSF5/QE5PGctBKZXV+Kr54+d9Sm69w4d0JkG2MMV50wY8T3Q1Ela+mD1uwR47mwHhr2dwdxdIbLTNmNW+Axv7EUXpHHl06dYz5P1oyivpCEKVW5P3lZ67SOR1dQQY2XUlKHu+So5rhSNP0haUQT6WJU5Xfh2jUzzb4PbpGDzyXEXbQFwnJc5kSxGQjLI3r/5NvK6VXY+u0zoKiaeSH03LZ2vLmnGyLP4c9vtmBjSy9+e+VR+NyamWaT9kT+8OmV8LkEuATOnD9aX+99XUGz31a+nbu0ccTuf8PZSxrBc2zE8dp6LrQGF8u8wohFdyMg///OmId/vnMQjFmCMrGeMobaUjfOXdqIv65vwdLm8qRlPZoqvFg7txYfHBpAW38YK6ZV4h3LzzsGInFlcQyKquGv61twwRGT8INnt4MBcSXlAJgLJKoGfPzoKegYiMQtSI7F2BXrc/Go9LlwuD886mLsTz++HGvvfh5Lm8sxvcaPf157HF7Z2YnZ9elvArMej0+eV5+wdJlh+PzOCBqku8bBcczM2EmnjxRgBGGMzBi9vwfPGJLFMxLtMK8pceOyYxJnIl99wgycf4S+KGk8H59fOwsz60rw6MZWXH/ybOzqCODsxY3mYqlR3mm8QRWOY/js6hlmyaOJzE1yrSfKUOnWx5nOaDUNCXuz2FWzT8IHp7w34vuKqpk7vScSkAGAEnd68wQu1nTc+PdYbjxzftzXbkumzGhEgUta+rE2xQ0YxnnFGtgWeA5eF2+Ws3QJHMp9IhY1lePE2bX47OoZZiB5++1n4vR7X8TND2/GJ1dNxaJJ5ZhRW4JdHQEsa65AIBLf06M7GE0YDEn6GHnOzGgzznNGlgeg9xKtLhn9/nwuASfPr8edFy7G8bNq0FDuwQ+f3YFK38jXeVq1Hx/52WvY3xXEdz+sB4Fe3dWFar8rYVDmO//ZOuJ1Gl7609BY7sUFR+jP22dXz8CVx00bc0567tKhY+PPPrHcEqAfKpH32o0nj1i8vfzYaZhR68ftj32AhzcexEdXNOP1PV3wungELRmtsqLC7xXB8yxpL8nhx8ntt5+Jv204gLf39+DU+fUZyR5ORlI085pHVjQoKtAfkvHUljYcGetpCejrJYqmQZI1BKWhx9cXGsqUMc4XLp6DJBf+sX+4gYgMn4tH+0AEk4f1yknmyS1tKPOI6AxEUV+mPy8v7eiIu01zpQ+fPXEGlkzS53/jyZThOWaZf+b/DPPJVROveGK8z3K97GYENuvKPOgNSuaxO9n8xvisD9+0pFlmCB2BKCZVePCxlVNw7zM7UOIRMKe+FI3lXhwzYyiY11zlNTP87OZQX9jR1S9yYVyrR4W0IJ2Oj370o+jq6sK3vvUtHDp0CIsWLcK///1vTJ2au3JJZOKMuv6ZZuzwtbtc1nNcMrl8RLAh1d20TnbD6XPBs6HG4yVuAdY1rYGwPGqT0WyZaPmyrpCCKh8FZYa7+KhmvLqz0/x6ICInvZAqNl89Y57576nVfqyYVjmiEWgx6w8X5ntl+Ln1rMWN5s5fRdUQldWUzjHW84BxHCzzDk05D/WGcNwomyByaaxygUbvMSu3ZdFl0aRy/OqTK3DV79fD7xLwwBv7ccqCenN3q3HMNYIziqKZGXY8N3Ihr8rvgqxq8IoC5AQ7SM9f1oQyjx7wmttQipPm1+EbZ89Hhc+FF7Z14DMnzsBT77ehazCKv65vwUdWDPVA7B6M4mv/eA9nL2nE5oP9uOr367H3O2cDAHYcHsC/32szF/KXT63EoknleHt/L8LRoYWtl3Z04ITZyXsQGItidaVuNFf5cOKc2lF7Y3ldPJ7/yhq4YyVwvC5+RKBoIjbfdnpc4PDsJY2j3Hrk5jMjUKdloAxIRex8n35/DP3/rcdPnmNpN0M3KJo21FA69j2jHNPj77aapdI4pj+/wND7eiKLgTeeOd/M7gpFC7+nzPBSdhP1Xg+PyX777Q4fjZe3ZH/E/l9WNPBpPmH3XrIsrd+3LlQeOaUCXz1j7rh+3yPy4NjYQRkXn3gnNZD6+olb4FBT4h5RctAj8ma2movXP5+/vfIoCDwXF0RyCRxuOXcBrvjtWzjQE0JzpQ87Dg/gic1tOH9ZE4LDPmNGpsh4sNiR4aNHjeyte9rCkefKZKzls284PfFrUlPiQqlbwO7OAJ7c0oYVUyvx9PttOCPJ3zlk6d3wldPngmMsriSm1b2XLDPnO26BH3fQMNk8KNl74ITZtagt3Y1gVMGUKh8kWYVX5OPKzcmqBq+Lh8hxybNehp2OXAKHmbV+fPQXr2P51Eo89NlVGekvs35vt5l9ZYgqKowpyQ//uwOdgQj+/OZ+bDrQhyOmWIIynJ5RIylq3Nyhz5IpY7zHRYHhv1sP40unzrbVRq2wpMDn4kf073tnfw/KvSJm1JagMxDBzvaAufD+2T9sMG9nfBa3H9YzD4+dWY239/egvswNDXqP0y+fNmdc5QWNUsOF4lvnL5rw7xqPg+U4uFTld+GoaZW4ds1M/PDZHWaQOdlnyjgeVwxb07FOJ3sHo3HHoVK3gEkVXkyqiK++43MJEy47nG/7ugYzXp2n2IxrW9OcOXNQVVU16n92ce2112Lv3r2IRCLYsGEDTjzxxHwPiRQwJ2WKZdKlK6fEpcr2BaW4hbdi5Rb4uOytH116RFzwqj8koSwPGRU8AybST7EjqKKWgjIj8IzFBdvy9boWukkVXqyZW2uLndC5or9X7HMBCugXJRMN+k+t9sVlCRzqD6OpvDDKgU7E8IyHUxbUY1KFF0tivUx6LDWka0vcWP+NU1Bd4samb56GqKKaCxNCrKeMlZGh4Ra5EUGyY2ZU4ejp1Sj1iKjyu+EROdx54WL4XAIuWDYJXzp1Dip8Ig7F6lLf+I/3cOujWzAYkXHjP95FX0gfV6ISY52BKNbv68a+rkEAwL0fXYZlzRV67XPLbuOfPLdr1OfGyJSZVVeKjoEIXDwbNSgD6IuOmd74NVomVyLDy35MrvTihNk1cRfXEz2EGT2L0i3FYQQ+zDJmjOHGs+aPKBc0HGN6WRNN05IGxGtL3SNKkMU1b+aYWTuf45j5/DLGcOeFizHRJCBjN+3wBeNskxQNT++eeP32dF7J93p4nFCf2u5qO5M1/Ri36ZbTJnwf4/0cD2ctFzmjtgTXrpk1rt/3iTxK3IKZLSgpasLP8TfPXZA04xIArlubvCepUbaMMYbnbliNc5Y0xf3cI/JmTxnjWJpsc6Kx4aulO4gntrTh1P97Ea/t7sKsupKMfMaMh57txvL632L46hlzUeIW8Nk/bMDdT23D67u7zebYw3UNRjCjxo/mKi+uWzsLn1szEzOSlNTOxubOsfzgkmW45+KlWDO3Dp85cQZ8Lj6uX5wUmxvwHMMPPnrEiN//3JqZcT2BDHMbSvHZE2fg/GVN+Ov6loyM9V+bWs0eGda3u/FZ6hiIANDLlgPx5woWK18WjZUvM7Jj+kOyuaHFuEYWeQ57u4J4flt8xkihM3qtdQ9G8eW/bkJ3bM5327/ex0+f34UvP7QJD7y+H9dZeutZDUZk/Pyy5dh8sB8AcOVx0zG1ym9+1o3vDQ+MjSY+U8beZDO7Mbd/t9rvRrlXNI8PtSV6oCFZIrAxf6/wiSj1CHjjppMBxGe0RWIBWEPJKOsEPMeZc2i7aO8PgzHY7pq20IxrpnPbbbehvDz1gwMhThGIyGb5CTKE41hc5kVfSDIXH8iQSp8rbsGnP0+lm9w8Q2QCaeLtgzKOa6YdEMPxHIsrX5avDCg74BgzN/hRkFt/rxRTqbvvfWgJNlqaE2e7/nm2JQogPPHFE6CoGu5+anvcgpWsamagpdynN7UXhVimDM9GZMoYWUaiZeHbIPIc/G4ePAfccu6CuPPKyulVWDm9Ck9uacPuzkG8+rWT8K1/vY93D/Ri4S1P4pgZVege1Bez5AQXfa/s1HvSGeNpLPfEMpM5s1a2pmnoCUZH/K7huW3tuP5P76C5yosFjaXYsK87aS3uQjM804PFGoRn4nA11FMhvfsxMmKMoTKGlOZcLn7oQj/ZjvBn1q2Oa8Re4hHi3psCx8BzepbM8EXpCp844Wydb52/CBccMQnf+fdWVPlFXLZq2oTuZ7z29am4+rE+7L2+aewbI3NZMgAwIDOUis4/D4YlvR9RPq8LODYy4Doex8+uwUePajYzZQYjcsJFtbEe41dOn4eH1h/A1SdMx53/3orLjpmKP7y+D4CeVbg31lg+0bWBV+ThdXHoC0loKB/9vGlsDGrpCSLcPnSc97uFuACAvhN9/G/oXFdNuWzVNGw6oPedeWmHnpl+sDeELa19IxasuwJRTKr0IpKkt0O+GcHz5VMrsXxqJR7e2IpAXPkyPVNG4PUSdcP9P0sGulWFz4Ubz5oPSVFx7QNv45IMNNuOKpr5ni/3iuiNBcKMxeZAWI77f+tHjEGf9xzsDSEoKfC7BISlKLoHo3CLHD62shmTK/VNOcY5Zn93MOlY3tjdhaNnVOPLD23CpUc3J+0hlyu3PLIZiqaZQRkAiMh6wLPcK6I3JKGtL4yQJGOmpd+S1WBExsxaP94/pAdlvCKPi49qxrRqPyoSvPapsAag0yuwmV+aNvQ+y2VPmYuOmITmKi++G+uX9fbNp5plFZO1PbJWRKnyu8zzgPF5eOCNfbjvuZ246MhJ5u+MttFgRq0fezsHM1K+N1e2Hw7k/TPpBONaEbjkkktQV1c39g0JcRgKNiTGMRa3G0Cy7AAmQ3jGhgVl8rNL3i0wRCaQKtMdUlHlLfxFtVyz1ioH9HR2tw0WH/PFCMZQkBsYCBdX/6HhAcyJlE0pNG9+/eS4r0s9ornAEv/YtLgFf0lWzYWI4T1lAL0cyTs3n4pvP/4+/G4BJ86pxcb9PegPy+BjTYM1JN/pa5REaKrwoqHcgye2tAEAegYlcwHB2iPmnf09mF1fivue2wkA6IrdxggkeEUeg7Ed1hFZxWBsYe/+V/bg+Nk1mFU3dPEYkVQMRGR86dQ5WNhUhh/+dydEnoM7zV4qubB8SiXe+vopcd+z9v+RFTXt92y66wuz60uwp3PQXAhIdcFC5BmkWOmZZOeo4XPcR647Li4zjjdLl40sl8aQ3s75ulI33mnpQW2pO2dBmVP+0jeu24cUwJ2h6W1AcnZQxngnhKT4HcL5kG7zayOoZNzHQFhG6QTnLx6RM3vk1Fk2Jfzp6mNw7Hf+m/T3Vk6vwtLJFbjz31sT9lKxMq4trE2n//65Y2NZGUOZMr0hKWEfl7Hk47R954WLccGySfjEr98AALy1txuVPnFEUKYzEMGMWj/u+9iS3A9yAoa/JpKqwiNwI7JnUyXyXMYavcuKmjAoY0zjjLlOfywoYy3zaZweNG2ozy0XBNr6w/CJAu66aOj1MbKOrb00ltz6JN699XRsPzyAz/5hA/Z0DmLrt8/A398+gL+/fcAsuZov+7uDsZKCnPm8GK9jhU/Eob4wOgYiCERkrJymL1ZHZBUVPv04MhCWMRhV4HMJUFQNCxrL4BE5fPr49Mro84wl7UNoJ8wSSM9lDPiejy6L+9qa+ThWGVuXwMU2MsVuH7v5/liw3W05D46WpTe3vhQPvLEft563cBwjz69/bz6E0zJQcrjYpXyV5JR+MoSkbug9P1Cg9f/zjefs0Zw137hhz1PYks6dSy6eITqBCZu+Q5TOAcMNX2g2SruQkbhYOQMA6A1KI+rvFhtF1eJKHDodV2C1rjOhrnRk9qDRlDX+eBl/TJAU1VyIWNZckXDXXKXfhcFY8PL3n1qJv3xmFUrcAs5a1Ai/Wxh1p92iSeV49WsnAYDZeLOu1I193YN4a293bAxDr8WFP3nVvHAEgO7BCH72iSPNrz0uHuFY+bJQVDEX+9490Ddid6txO1HgsHJ6Fd78+skQR+m1UEg4jo3I3uLY0H7TkKSk3bMv3froJ82rx/QaPxgDXrvxJEyr9qX0eyLPQVI0RGQlbnFgNBU+V9wmG87Mkhm5UMIYSyso4xV5SIqGHe0DE76P8djWPf6d9GGZwZegb8pEBCQGfxHE5IOxvgv5pJdGTO8+rMHZgTQy3b0iD38ssmc9/zdVjF7K0yPyKPeJOHtxY8LyVValHtEMthw3qxrVfhem1/jhcwlxfZsmmq2ay53rBpfAYfHkoQDM4f6wuVHAcKgvhJoSN0rcQsIsk0LkFeODMkamTDrH0poSF0783nPYfHAo6NwflvC9J7aO634kRTWzK60Be8WyuQoAQrFNGtalAOtULxiV4XcJqC/zQOTZiBLnRgCqM6CXQwtLihno2dUewJ5OvZzqvJufMH/HyErJl5CkoHswCq/Im5scdncMoj8socQtYCAsoz8sYXqN39wAc+S3n0ZDmSeuj4hL4HDSvDocM6M6I+X04q9J7X0tOhSUKYzHMdZSl8hzuOfiZZY5nmZ+HxjaDPPajSehZpRys0dMqcD9r+5Nd7g5Iysqthzsw/GzCqNHqJ2lfJVE5UZIMQtG078YdyI9Uybfoyh8w3fq5WvxnmMM7x2O4q3WiddRJ0N4Do5baM4WxoYCk5R5mNvdX4VgeP8lpzIWrIZnylhJimZeqF153PSkc4uwpJqlaGpKXPj62fNxcYLmyokYi3ynL2zAq187CectbUJYUvHQWy1YOa1qRM3qf793yPx3dyAKwVJA2yPoQZm7/vMBgpKCSCzwcrA3hK5AfCkzY4HJxTMwxlBX6oFL4GybQciQuePWS19dm5HPvarp77PGcm/K8whR0MuXhSV1wq+FkSmTKADDEpQ0Gw+jue60aj/6QtnvtXL6P/VFPxcPtAVSW+ALKQwewTKPm+DfDsrAoRCXl4yDXBuMqnnPir3/ypX48mmJG8mnireUag4kKV+WinKvaH7+jMXoF7+yFgCwaFLihvRWP/74kWNuEPSIHD4ZyzZ74KpjUOV3ocwjjMjKaB8ITygok6+3bblXxGs3noQ3bzoZ/gQNsf+2/gAuWzUViydX5GeAE+B18XHHY1nRy/2JyRpYpOAb5ywAzzGc86OXsbN9AIGIjJ3tAby8s3Nc9yOpQ+XLrO+54ZkyxhHReilkXTMMRRX43DzqyzwJz1nGuURSNLy+uwv/ePsgAOC9A33Yl6CkWXOVFy3dITNYkw8hSUVPMApNg9kI/lcv7cZzW9sRjfV9CkYV1JS4EIzK2NLah4is4ogpFfjK6UPHIpfA4TdXHIWrT5yOuQ3pl6sSeAYlWZ0tmym0Db/JxmO810WeQ1OFd8Qcb3hQpnGMXpozaktw2oJ62/SVOdATwpFTK4tqk2G2pPwMqqpKpctI0QpF87/bqxCxYeWbim2hMVU8i8+oyKewoqF1IPVdRpKqwabraVnHDStLVyAvcUGyZspEFTXl3drEGaw7+Jy8ycfMlBllxTWqqCmVJ7nn4qW444LFAIC6Mg8+NsE68U0VXhw5tRKTKrz47w1r4Ba5uMyYBY1leOzdVvPrwagCwTI+r4vH7Y9/gF+9tAef/PUbCMsqWrqDaO0LmeXQDEbPAmtQx2WTTJlEOMagxa6NOwNRVPsn3gepuSq1rJaxaNDGvaDv4jlEZTWWKTPBoAxvBGVGBmAYEPeeGS/GGP56zbFYOb0KG/Z1o2WU/gITpaoadnUEzNr+S2p5RBXgofdT+1shBXGZMhO1oUvA/sHiOP+FJDXvG9qq/K5RMwtTYe1L0xOMTjjTd9WMarPxvHFMbKrQMy4f+8IJaY3RwBjDl06dg5e+qgd7Tl1QD4Hn4BV5PLqp1VzMnmgFiHzuXG8s96KuzINyn4jBSPx1zIb9Pbh05RRcdszUPI1u/L582lxUW0okRRUNXpFP61ha5hGxaFI5PCKHq3+/AYtueRIb9/fiQE9o7F+2kBUVkdix0nr+Nj4HQ71kRvYwsa4LbDrQh8WTylFf5kZj+cjsYsYYZteV4FBfGHc/uQ03/fM9AMCHfvYq7n9lL5qrvDhlfj0euOpofOPs+Thlfj0e3dSKHz67Y1yPJ5PCUQW9QQmBiIypVXo5wS2t/XhlZ2dc4LPC58KTWw7j7B++DADwikJcVpyLH1qoH17GdiJ4xiA7YKMgYywumzvfXvjKGiwaVioRAM5Y2GDO64w5//BPrvHZGU9p/xKPgBO++9zEBptDiqrh4Y0HMddG/W8KmT2vkgjJAcaGFo+CUTnvdZELET+spwxJbHjpnnw/Zf2R1Hdg9EdUlLvpVJHI8PJlJDnrjnO9p0bxRXCL+a1i7b8UiMhpL5IVKqN3THxd9/j3uqyoKV2AV5e4M1aG5azFjXjlayehttSNl3Z04qrfrzd/NrehFHu7gvjuhxbjX58/HgDixmfs8FNUDbs6BhGVVZzwvefAMYZ93UGz7AgAszyO9bg4qdKbsNSbHTDGzFriXYEIakpdY/zG2PeXrstXTcNj149vAdclcIgqKiKyCs8E+/7xjIHj9M8yNywqZPSaSde5S5vw2LuHcML39AWJ8+57GZ/8zZs4494X077vrW0DOPn7L+BQf6xMTmztrCuY2nwoJDN4hj11EzmmD0gMtyzLfNCpEAWjKnwOuHay9s/sCkRHLT8zmnWnzcWc+lJ856LFZuA6W73VjMXCr8aawxufWSNwbuzoH69C2HxX6XPFZcpIsXNqoZQ6SpVeinJozFFZTbt8GQA0lXtw5JRK7O8O4vxlTbjrPx9gyeTycWUhSooGSdb7qPEcw98/twqAXiYO0EuiAUMN0K0JGsPX05srfaj0uXDXRYsT/q2n163GvR9dhr9eswrLmiuwcnoV/n398fjtlUfh3CVN+MVly3HcrBpcdcIMnDinFg+91WK+j/MhJClmCbPGCg++96ElCERkPLT+APZ2DZqBf2Oe21zlRU2JGy6Bi5tbuTKcXcA7pEywV+TNTKxCMLXaP2LOAwA/u2z5iIDE8HmQca07nmvesKSgrT+7FU2e2NwWV+JwIp7b2o57n9mBMxY1ZGhUxc2ZV8WEZADHjF4amakl7kTW3WNO3v2crkIr3TMQTX0wfWEV5R4KyiTCMWdMgHNBX9zURVNclCbOYQ1gplP+xS7igzLxx4iookIskMwRn4vH5EovOAYcO7MGzVU+eMX4RSG/K/FrtaipHH96Yz+2tw3gb587FoGIjO8/vR0AzLIngB4QsivGhsqydKWZKQNkpvSP3y2MuySUyLNY+bI0MmU4Fgu+jGz2zVhmFpfryzzY3aHv5P/YL17Huwf6IHCZ2f0bjvUh2HIogAVVDMdPEbG9W0FnMLXM4aDC4LWULxM4QNYAcZwPuzvCYVZp9ku0FQJVc0bvNH2up/+7KxDB/Mb0dgYLPGdeM+UykHDe0iazEXhUVicU9M9HT5nhKrxi3GaAgz2huF4ddhWWFfhdAuY3jl3KbjSXrZqKt/f3Yk59KdbMrYXPJWBatQ8vbO/AoxtbceeFi1BXNvpGCUlR8fk/vwNF1cAzhoWxTAEjg8HoLWcEK62N0IevB7gEDgLPMLXan/TvGeW7zlnSCJHnMKtO/3r4c3HklEoEo3JeG9qHJAWhqIKBsIzaUre5PrR2bi12dw6acybjPP3ry4/Cb17eA3eslGttqRsdA5GEC/3p4OPOlfa9NvW5eAyE7XGOHNlfL/5rY1PTeI7zA+HsB6Re3NGBI5orsGjSyAygsXQFIvj35jbc/PBmfO/DS1DhS2+zEtHZf6ZESJZYd0bp5cucvYg0EcxSkshaJ5/E0+tRF06Zt/FkynQEFdR4KSCZCGXKpM6aeSgpE9uhaXf5/tznk7X/UiiqOD7zdLRFZEnWMr5DcqIqvCJK3AJqStyoK9MDDmVeIW5X35RqH+64cBFm1MYvqCxo0hdLjIUHaxNpu9TDHgtnOW51DUZR5bfnxafIc5BkDRFZHVcZDSsjG4ZjDPzw8mVsqHRfuja29AIAXtvdhdVzarF6Tm1G7rc/tkv8mr9sxhULOdx0rJ5J0JFipkxYji9fJrCRO8JT0R1hqHbTvMFOrHO9zkBkwpkyhpoSF2pK3PDneLPfgqYys/F4ZILzsEKYxpT7RISkofNN12B0Qv1xCk1EUuEROdx01vy07mdypQ/nLW3CrectxJq5dbjrosVYOb0K1//5HTzzwWE89u6hMe9DUlREZRVfPWMueJ4l7UVmfC6sUx5jU8oXT5mNC4+YpAdlUuyTc9UJM3D5sdOS/rzcK+JPVx+T8/m0pmlo69OzF8JRxZzjNZR5zOv75VMrMRCWcfGKyQCAErf++a7winr/IFEv5eriubiydZliZMrIipq1DLxc8LmEnAQmMmF4sGX41xNZFzuiuQIARpQHzqRtbQNoH4iMfcME3jvYh79vOAAAmFGTPNBKxqcwrgoJKUDWoEywCBaRJsIabAhJ9Bwlw3Fs2M7p/BpPrdaDAzIml1FAMhGeG8qAUlQt47uenCSup4xMAdxiY+2/VAznitHKl0lq4ZTvK/OK8Ll4nLqg3lysL/OIIxZQTlvQgD9ddQwAoLbUjUkVXlxwxCQA+iIJAMiW+iVOCcowDDX4jsgKPBPMMjHka5e5yBvlyyb+GE6aV4eFTWVgjCVciMjUY3v4uuMwL7ZrusrvMt9f1uyriegJDi1wGOeiP11YDYEDgtLY9x1UGKwJfgKnYSJD6o0yVLgKZz5IxsZZrnW6g1Lawdk1c+uwdl4dtnzrjEwML2V6cFZ/00ZlFe4JzMMKYXPJlcdOR4OlYXZfKGoeJ+wuW5lTR0ypxK47z8LPPrEcL+/sxNdjvVuSMTJRjpxSCT52zHcJHH7/qZVxtzOOpdb9acY584unzMH/fXQZXDyX0SDBoknlGIwo+Pyf3s7YfY6lfSCC7z6xFU9uacOApbRWbakbvUEJIs9Q4hYwEJZwxXHTcdt5C1Hi1t+TZV4RXpGHW+Dh4jmIPMOGm0/N+BiNTJmoosI1wc0XhcDn4s2eRXY3kY/zutPm4uR5dbjqd2/hH28fQG8ws8EZTdMwEJbQMcGgzLa2AWxs6cVXTp+LFdOqMjq2YkarIoQkoe/s1v9N5csS49jQLpmwpMBDz1FCPCucjIqvHVcRWyBPbTwH+2U0llJQJhFr+bJiWGhOh95TRv93VFELJlMgXwrkcJAz1p3GYUmF2+GflVEzZQqofF+FT4TXJeCOC4dqvZd5xRGNhmtL3WiINeldPqUSfjdvloupiJXAMRZxTpxTG7dgZmccN1SWRVa0lHf7JpOvBU0Xz0FSVESkiR97p9X4UV3iBpegVBlD5npjLIvtEq32u1Dpc5m9MdLtIfClBzcBAC5cWo/Tp+nPwbHNbly6yI+H3h+7x0tYYXGZMjwDZG38j1nV9MxBYh8cG8r0jMpK0qyBQmf0lgL0IPNEShkWwv6yxZPLIVqONz2DEiqphM6YeI7htAX1+O/Wdjy55bD5fVXV8MAb++Jua2ysEDhmZkG6BQ4Lm8pw23kLzdsZP7OWLxvea1bPlMnsye+13V0pZfxkSn9IQiAi4+F3DprfK/MIaKrw4qzFjfjrNceixCOamx5Xz6nFimmVAACPyMPn4vWeMsP6ymQSH9sAGpXtfY3ldfFxgS87m+j+JLfIYUd7AA+tb8GujkBGx9TaF8aSyRVm5td4bWsbAADMqU+vjCeJZ99PLCFZNrx8GS24jqTvHtP/Tc9RcpyldE++HdXkQaWXQ084tZnCQFRDmasAtsYVIOtCczAqw0dByaSsi5uSXDiL0iQ3rAHMcBEEMBU1+fF1fkMZphVIyn95LFPGqswjJP18/uqTK9BQ7gGzZP8Y9aSjiorPnDgDv//USpy3tCl7g84pS4nWDGQ45etMKvIMUVmFpKafpWj0lRnxvQwuuoUlBXPqSzGlymsGZW746ybz549sPIjntrWPeh+H+8O495nt5tdG0+XT59eiwj001tNmevBKSxShMbJlQjLgGVa+LM3kHWITPBu61lFUzbalgVyx4wCA2MLt+M/DhZL1bw1w94Ykc3MAGZ1xnF46uRx/23AAb+3txqH+MP66Xi9HtKdzED9/YZcZXOC5oWO7W+AhcFzcpg3jfBKXKaOODMpk4zMjcCztYH2q+sMS3j3Qi5d3dIJjwCPXHYd3bz0dNSVu1Ja6say5Iu78Pq3Gj/oyD374sSMA6IEZd6x0WbaufwSOGwrK2DRwDOjPVa5e12yb6Ibccq+IgbCMt/f14lBfOK488HD94+y/84fX9uH8ZU0IywoO9ATR3j++4Ex3MAqXwOHoGZQlk0n2/cQSkmWcpcFrMKrQgmsC1owLyhRIjreU7lFULaeNPRNpLhPQ0p/6hCff4y1UvGWhWa8FTe//ZKxlgIq1p0wxswYwQ1HF8Z8VY0FjZ3sAO9oH4n72i0+uwMUrmvMxrBHWzq3D0lhmgqHMKyZdQDllQT2WTC43F8A+v3aWOTfSM0mcda7gLBnTspJ+0/K8ZcoIPCRFhZqBMpteFz9irpfJnjIA8P2Ll+J/P7IEVxw3HbPrSgAAz3zQjnf292BnewC/e3Uv/rb+wKgZv2/s6ca9z+yApmm4+eHNOGZGNQCgsTy+94SL10u+zP9pGwDAiM280Cbgg96hxxlUGHyWpGGeG39PGVUrjPJPZHys5TcB+86JRZ4zz00TXbhNNcs+l/qCdi5flvvnc+93zsbCSeW44a+b8N+t7djbOYiuQb2U0Qvb2nHXf7YiEMtUEDguLlOG55mZFQvA3KhgfV+oGvDo548zv85GpgygB5gWfPPJjN9vIv1hGYf7I7jt/IXYfdfZI+ZNABCUlBHHd2ODis8lwC3opcuydf1jrDXovePse40lcCztcqWFQlU1XHX89HH/Xm2pnpkeVVRsPTSA+d98Apti/fYMiqpBUlQsufWpcW38ff9QP06YXYuT59fjyw9twk1jlDK0emtvN6ZU+bD99jNR5rHrMbcw2fcTS0iWWTNlJprm7XQcQ3yfAApcJWRdkIwWwGSpuUxAS9/YQZlCvPgqJBw3tAsmSoGGUTEGc3VTL99kz0WNdFg/TjZd05kwa/+lsKzA63LuZ+UPn15pnhf3dQ3iqhNm5HlEyc1vLDPLkBmq/e5RN1hcdORk/OUzen+ZtfNqzXlSIZVlyxTGhkqxyDY+bok8g6So+i7/NA8+F69oxrGzauK+x8DSvl+r5VOrMLlSz5BZ2lyBk+bVAQAef/cQ3t7fA0XV8Ph7h/BOSy+e2tKWcKfovs5BVPhE7OsK4g+v7zPnM41lIxuCD5XW1PCt92ugacAvtnnwVudQFCYss2GZMhpkdXyP+bV2AfPLk+94dRInTR85LvWSv4XMJXBmWaqJBmUKpRSzVX9YdsgCYe6e24+t1DeGPLqxFZsO9KJ3UD+GHugJAQD2d+slHeMyZUQ9uBKwlJYy3kPWNWFF0+J6jOk9ZTI/N/DE/nZXIDJqH7u7n9yW1udXVTV0B/S+HqOVyTtpXh1+9ckVCX+2cnollk6uAGMMfnd21kp4Xl9rsPv1KM8xRBwSlJFVDWtj85fxWNRUBp+LxwNXHW1mBcvDMvBv+9cW/L+/vQsAGBwlsygsDc05nn7/MI6cUgEAuOyYqfjLZ46BpsXfJhlN0/CLF3fjurWzxvtwSArs+4klJMsYY9Bixz8nLjZkgjWlPxy1b53lbOM4S0aFrJgNlfOluTy1TJmukIoqL72myRj1e4HiDTSkijFrw2x71ztOl34sKK73Slz/pagCj42bkI7FaLYK6BkzhXZe3HPXWZhWrS94D+8dAwA3nzMfTRWj94QxdoozNlTeK+rAY6B1c04mSn/l63PvEjhEZBWKpmWlnwnHkNHyZcP1hfQFw7f29aBjIGIuDAfCMl7Y3pGw/MberiA4xvD4e3rfgaii4htnz0dNgibtqybr31v66x5sC7hxKMShN8qwvlPAGx16YCaoMHgFS08ZDpDHuc63O8DjyGpnlGUZS0TjCu7YN1HW/pl2JvLcUPmyCS7cFkj1sjgRWbXxxsn8nBMay73YctvpONgbwr3P7MDkKh96BqP41ct74m4n8NaeMjwEjmEwIqPa70KV32XO5a1vC21YUMbn4jP++nzj7PlwCRxWTK3EX95qweyv/wd9wcRlnO57bic2DssyGI/P/nEDbn5kMwCgfJQyeZMqvDh5fn3Cn82qKzXL1l52zLQJj2U0PNPnnnbvKeO0TBluAhtWTlvYgC23nY7jZtXgW+cvAgB0BqJ46K0WAPomob1dQTNAOhiJD6pYMzu//NdN5saV57a1x2XqM8awvX0AH/vl6+ZnpDcYxbf+9f6IMb22qwuz60pQX+YZ9+MhY7PvJ5aQLOPidkhm4mLceZi1fJPs/ObNE8UzZpa5KISLhyoPh+7Q0ITn/Y4oesIjd0ns7JYwq9IJu8+yg7MuSFKflFHpZYCGFqpFhyzWjIcxL5dUFS7BWYvXY7FmC4ZlFR4HZ1Xqdb3146ucgT4kmcYYwzfOXoCmck/CY9Z4SvNYy/o4cZ5kPcZLspp2CZYyj4BSjzD2DTPMeBwTXSAYE8OIPjOZ9PmTZuGjK5qxqaUXnYGIWT7nlV2deHNPN8IJ+sH0BKPoHoziJ8/tRKlHQERWcdUJMxIGj65ZXopl9UNznWverIQKhh0DPP68243HW0SEFcBjOWwJbPzlywYloEQswFXtLAgpPLy2XSiPx1v6Z9qZi+cQtWbKTOB4XSj9Ma0xMrsvQueL3y1gy22nIyqrWDO3Fo9uasUVx04zf37nhYvBMWaWM3XHesMEIjLqyjz4yIrJlkyZoRdEUTVYE2OWNVfg6gxnDF91wgzcfsFi3HjWfOztHASQuLeGcd1hZACNtyeSpmnoHowiGOvpUZGBMnlnLGpI+z4S4WMbQO3eU0bgOcdkyugbYSY2OTLm4sunVuIHlyzDZ/+wAf/vH+/ilkc2Y9bX/4PuwYh53z/874643z37hy/hsXdbAeiZZD2DUWiahgM9ITSWxwdVvCKPd/b34pcv7QYAvN/aj9+8smfEZ+Wh9S24bNXUCT0WMjb7fmIJyTLrDkkn7gDNBP1CxZoBQoeURPSMiqELoXw/T8aJ3njtnt4dxBsHIyNut6NbwqwqCsokY12QpGy60Y3oKVPEz5XkwMXrsVj7L4Wjzu4/Zs2U0fusFN5rfcqCeixtrkg7yMBbM0kcegw0e8qo6feUWTWzGuu/cUoGRjU+xnw2nQWC0bDY/7Jl7dw6nDxfLwHSMRAxz7s/f2E3drQHRl3AGYwqOGJK5ajlbQAgJGs4dpKA62d141fH9ODKWXr2zbZ+Hr/c7oGqAdbLAL182fgex6DM4BcKY1E72wZVAT6HBGWsG9DsTO8po79pJ7pBbLyL2rkQVfK/2S0zcr/O4HcLWHfqHJy/rAm/eHE3Fk0qN3926dFTUFfmxgmza2K35cEYw/nLmvDlU+dAki1zWcvbQj9WDj0WZgnsZNIZixpw5JQKdA/qpcWMjEprqbLBqAK/i0cgIkNWVMy86d/j+huPvXsIJ82rw5dOmQMAqBilfFm+CbG5Z9TmczG7Zcpsu/2MpD9T1MxkJxvvu99cfhQeXK9ny/QGJbT06GUG//TGfmxt68fru7vQ3h/G1rYBtHSHcN9/d2BLaz++9vf38D9/2YjJld4RG69K3PpGocffPYTBiIzWvjBK3AJ6gtG42/WGJDSWj55FTyYu99u1CLEJjhtK03biDtBM0LOJ9H/bvbFcNlnLXEVkpSB2sDSXC9jfJ2NahYiesIrXD4Rx6nRv3MS5pV9GcxmdJpKJ7xVUeGWKCgnHhq7ZnLp4myqpCLOqrP2XQpICj4ODMgI31Ag3qqgoEwvzGMpzLO2AEbPMAZxYwpFjDBoyV6KSMZaX8qXGXE1VtayUGdPLl2X8buMsaCrD7Rcsws9e2GXuejZE5PhMXz0jCLh2zUxcf/JsvHugD52BkRtPrL5wVCkafArU1hA8Hg+Or5fw250e8ExDnXfkAhHPAYo2vudyUGbwOffQZ+KYhkFFgNch5W95xiDH6lnbuYqZS7CUL5topkyBPAHWdcWIpNh+o4+kqFkpLZmK60+ejbCk4GBvCLPrSuJ+VuYRcdI8vSTXhUdMBqD3/AKAjS29aCj3YEd7wDxPAnpQZDwZt+lglo0h/SEJj25qxX/eO4SjplXhU8dPR1cggqnVfgyEJXQPW2Q27OkchKppmFkb/9g1TcNfNxzALz+5HG6Bx0BYQlkeMl1TZZRKl2yeKaP3lLFP77XR5nSZyk42gpxr59Vh0y2nYe43nsBnV8/EzQ9vxrRqH/Z2BfHT53fhkY2t+MyJelbavza14v1D/QCADft68LUz5+GcJY0j7tvvHnpPf/p3b2FXxyAWTSpDVyCKmhK9B5+SkfK9ZDT07BKShF4rPbbbVU2/bIUTWSdDlD6eHM8sTa4lNe89ZQBgfo2IrV0SNE2Di2dY3ujGQ+8HzJ+rmgZNQ1Z2NzlFfEmu4ltoHxfLc6Wn1hfv+6oY3yvWwLSdG6anQuDjM2UK9bUWeS5hT5nxsPYKcmIGmDXoVMiv5VhYrByvompxO5gzd/8s64twkyt9+MQxUxPOSYZnyvSFJJR7XfjqGfPgEXmsnF6FsxaPXIywOmeOFwtrhhYnfLF/lokaqt3aiBbcAht/TxlVQ94WXnOJAxBQnJMpw7HCzBAZL5FnZqZMdIIZy4USlLFStfSzGPMtGFXgd+Vvwd8j8qgvc2NGrR+l7sTj+PDyyXFf/88ps/HLWGN7aw9yJRYUz5X+sN5XY0d7ANf/+R08v60D7x3sAwC8uL0DK6dX4bF3D6GlWw/mf+HP78T9/lt7u/Harq4R9zv9xn9D0zTzmv0b5ywo+PcZY0Bkgv2iCoXAMUjjrQ1aoBQtM9nyM+v8+NqZ8wDoQaAyj4C6UjfOXtKIxZMrMKuuBD+45Ahsue10dAWiWDypHO8f6jez3KKKik8dPx11CfrBGCV1r10zE4f7I7j+pFk4eno1uiwbWQJhOelxgWSGfT+xhGSZNQsEGF+d9WJh1C8FJt40shjoO1MtvXcK4HlqLBFwOCCjP6Ki3M3hrFk+7O2V0RnUd6e0DiiYVJb/4FEhsx4TqKfM6OL67ygqXHzxvrf0x19c55PhDdMLsaRXpgzvKVOoF/Eiz9I+ZllLmMoODDZaA++yqtl2c46xyUjJ0kYLjumFd85b2pTx+x6uNrZz0yoyrKdM12AENSXplZkxyoxN8qnw8BokNf554xnGXb6sWHBMQ1Dl4SmAuW4mcByzdYaMQeQ5RGOLnZo2saw5B8SmClIwKsPnzu+8+AsnzUapR4Rb5PHcDWvGvL3Ic2bWszVsreZ4Q5+qaVg0qQxPbG7DGQsbEJIUMzPyjT3duGRlM9490Ifb/rUFALC7IxD3+4GwjJ7BkVk0LoHDJUdNyf4DyLCorMJt47mYkzaDDu+vNFGN5V5cs3qm+fXrN52M0xbU48eXHomGMjcaYsEWv1vAXRctxnc/tASA3hcKAPyj9PEscQso94qYUVuC2lI3Lls1DbPqSnB4IGzepj8soSwD/ZRIchTyIiQJ6yISSYxjsJRvoqBMKgql906tn8e+PhmvH4yg2qc3bzxnjg9P7w7iY4tKsbNbwqxKOgGnSqKg5KgYENd7It0d+nZkNgxX7L+rc7ysmTKKqjn69bf2lJEUDWKBXmB+7cz5qPSld4y3bl6JOvBzrWcDx39tR0ZQPFOlNIZjTP8bP/zYERm/7+FqEgVlhpU66QxEUZ1mUEbkgL+sHoDIadjRz2NfIP6YLXB6kCtVmoZx3d7OOACSyjlmcY1jQ6Vq7cxavmyi/UtynQWRCnu/NPrgByP5zZQBgE8cozfx9ogc6stGHmdHYz1Pqlp2zjPJ/PHTR+O9g3244rdv4rbzFuKJLW3oDESxta0fLT0hM5D/7gE9e6ZnMBrr9aGPcTAijyhtdukvXwc04OwE5Z4Knd3XY5y0ucf6Psskn+VY8eXT5sZlcroEDlOrfbj06ClorvLhj58+GjvaB5Le19fOnI+5DWWo8ouoK9U/K5MrvXh5R6d5m/6wZGbUkOxwzruekAyjoMzYOMuCBZUvG53xVtKba+Y/S8DN64s0v3i7H9VefTyLal3Y1SOhO6Tg2T1BzKqioEyqog4vyZQujmPmPjq7XzCkqxgDeNYSjrJi34yDVAgcg6IMZY8UagCuyu9KO8hgLWEqKZrj5gD602Mcuew7HzSCZ3LWAqIMuVqDO2WB3t+gocyDp750IgDgf/6yMe427QMR1JaOb1ExkXKXBp8ALK1ScN4UKe5nPAPkcfSU2T/IodlfHKk1HNMgac4JyvDcUPkym8ZlAQAunku7gbaqZWeRsdgFo3LcQms+eUUennGW2daGB2Vy+B7xuwVMqvAiLKmYXV8KAPCKHM649yVsaulFqUe/ln3layfhhNk1CERkhKShQH4gOjJT5t0DfYgq9jxe2/0ay0nHF0XLTslYK4/Ix/WFAfTPhJElc/zsGlx53PSkv1/ld+HTx09Hpc+FulI946a5yof93UHzNgNhGWUeWhPKJvt+YgnJMsbsvvsm+zhL351CCTYUKuOcHJEKo3wZANyyugoegaEm1nmWMYaVkzy4+blunDzdh3o/vZ6pcuKCZCbFZ8potr5gmCjjGFCMpe6sJRwVVXXURddw1kyZ7C2CFwZrCdNCDkBNFANzRLkeY5NRtnYwc7FMmVz48PLJ+Me1x8ItcmgsH1kfHQBauoOYXOnL6jhEDhjPmt3uAQ6zy+zTvDgdPNMgaQxOOfRZr3XszFpucqIWNpWPusCXD3YOlBkZS4MRBf48ly8zlHvFCQRVrOXLcp9NVV/mgcgzTK/2AwCOm1VjZlW6BA4bvnEKJlV44eI5BKMKglG9D832wwP4+Qu70R2MD7qX27hUkx7gK4z30kQYm7aOmlaZ55GkT1VzG6BMx9LJFfjCSbMAANV+l1kCEAD6Q5Qpk2307BKSBGXKjI2z7B6jTJnURJXCCcoAQJWHQ7V3aDyrp3oxrVzAnOr0Sn8UC82SKVZh40l8tjFrT5kiP1ZIRdhTxkp2ek8ZnkGO9ZSRFBWigx+rtYSp5MBsQT3DxP7zQBbrjZOtUhqM5S5TBgCmVvng4rmEO8sP9obwv09uwxs3nZzVMfBMgzyOt0ZrkMOKGjl7AyogDICscTktYZRNHGNx5WHsistAUGb51Eosn1oIi6V6oMyuJSUNxrE5GJXhLZCF9BNm1477d6wfD0XNXZDe4BI4zGsoM4Mp5yxpglvgcPdT2wEA1bEATVRRIasaQlE9QG5kyESk+IC5necy/WHZzA6yI2OO8tdrjs3zSNKnqLBNZQCOY6j062s/xnHVCCoNRuUR2Tgks+jZJSQJa610khhvLV9WhCV5JiIiKQU1War0cmamDKCXNaOATOqM645iLEk1HsaFJ2CUeive50pStKJ+/LLi7PInI0q12fjifiycJdjqxGxB6+ObaA+GQmCUmlXU7JTSYNCzinJFFDi4BL081qoZ1Xhtd5f5s/1desmN2gS9ZzKpVATaQqk/5tYQhyafPcvhjBfHoGfKOORwoGeY5HsU6XNKkBkYuka3++nVeBzBaP57yhj+55TZ4/4da9BSy3FPGcPPLltuZiXMbSjF9Bo/ntvWEXebwYgeGH90Yyu6g1Fs2NcDACMWnOvLPGgs9+Zg1JnXH5ZQ7i2M99JEOGnOrKiqbTcnTK704WBvCM1VPgSjChrKCmftyokcMl0iJPMoU2Zs1nryUbmwMkAKlV7mrXCep2tXlMNXQOOxK6nIAw1jsS5uakVek7zY3yt6poxzX399h1kse0R1XvaIlXXnteTE8mUOWcSMK1+WhZeIYyyn5WpcPGdugrhu7ay4n7X1h/Cjjx2R9ZIhjV4VbcHUn8yAxFBaJGsaPDRHZco46Thg0zYZIzjpNVFjmTJ2LTn1zLoTzTmdomrY0zmY8/JlADCpIj6I4hI4/P1z8dkWRmnZB9e34MXtHXj3QB8AjBhvTYkbv73yqOwNNosGbJ8p45x5pGLj612PyJl9lYIRpWAy+ZzKOe96QjKMOaSGcDZxDGY9+YjNG8vlSqTAglcNJfbdTVNI9Pe/PSdeuaD3lMn3KApDVFEhFtAxINcUVXXUTrjh9POi/m9JdnapNo4NK2HqsPc1i8uUsS8W242dvfJlue3r4OI5Myuryh+f2dvaG0ZTReJeM5lU51FxOOys93umcEyDrOU2UJdNvEM26TmlNw7gnI2TxuMIRRV4bNqXdVZdqXn8/8tb+/HGnu68LkQ/fv3xSX8WjJUt6wxE0BQL4vzqkytwoCeEdQ9tNG8XkRXbZv7avf+HkzZtKSpsG5ThLD0jg1ElYblYkjn2PNoQkgNUvmxs1pT+Yu8TkaqIrMAt2HPiTZIr9uyHsXCMQUNxH1DNMk9ysfaU0R+z03vKWBeLZIcHoKwlTEOSAq9NF5WSYYBjgjKapum7NrNRvozltocAxzHMbywDACxoKsMp8+vMxeaW7iCaK31ZH4OLB8IKQzSFzIN9AQ4VLge8kVLEMSCqcrZdjBqO45yRYeKs8mXW7Ov8jiUd+rE5Vv7TAZsajB4t+ez1s7CpPOnPdrYHMKPGD0XVcOQUvTeSz81ja9sA/vH2QfN2mgbbNGgfLmzzuZjd58wPfXaV+W9VzU8pv0zgGTN7RgYlGX7KlMkqCnkRkoRTduFkk/U5ishKQZXlKlQRqbAyZUhmUFBmdIyC3KZi7ymTrd36hYKzBCqc/lpbM4rDkgqPw+YA8cFk+x7AjAVMo2lrpjGwnC/C3XrewqG/H3t8jAGH+8OoLc1uPxnDkkoZW3t5LKlSRr3dM60iLpgSzcmYCgEXK1+WjQBgPjjletB6brK7oWCGvTc+GGXAndJrUVL0N1ihzvEev/54eEUeIs9B5Dn84NkdkBUNT3zxBNzyyBbzdnY9dBmHqXwGxdJl90yZldOr8IsXdwGwd/kynmNmJnwoSuXLso2CMoQkYS1BQhIbXk/eCRPKbCu08mUkM2RFc3TviHQxp2w5T4NxjVTsx0qn95RBLCsBAGRFdfRjtZYvC8v2Lb+SjFOCycaisqIia5ky+VwD4pi++MHFgkO5WpCaVabgzU4Bs8sUjNZXuTXEYbK/eC4oOAa9fJlDTnPWUs12xjHmiMcBDAUzglHV1mV1jKockuKMahPGfKBQA7LDs2j+fPUxWDy5HCVuASVu+76PnMQpPWU0TUNnIGLboIx+vtD/TeXLss8Z73pCsoA5ZGdUNllT4RWnL7RlSLEvyDqV00sypYvBOTs0J07PKnDKjsiJ0rTs7NYvFNbzoqxqEBz8WltLmIZtXBM/Gc4SYDPK79mRsfCnZmnXZnOVD2cuasj4/aaKt2wQyuWhZUGFAr+g4c53vXihTUBIBvYMcNjcM/Q52NbHoTXIwWFJZKPioCHqoEwZ63HOzjjOSeXL9NzFsGTv847R5ycqqxAd0JdSUlU8s+5E2+yqXzWz2gzGWA9Xdv2YOGHtyilrSQd6Qnh+W4dtgzI8N1S+LBRV4LPJZ9quKORFSBLWerUkMY7F11m2c7psriiqZutUe5KY00sypYvjUPQ9ZZh1R6QDLr5JYnrJK51Tdr8mE1e+TFYcV76MOaTcDzMzZbITEC1xC1gyuSLj95sqZtnRmUseHvjYjCi+/KYPf9vrxr3ve+HlNSyuVLClV8GsUgU3v+PDncuDuR9cHnEMkFUupwGybOJitfX1LBP7PignlS/jzEwZey8WModlysgKbVDLp5Ako8Lryvcw0uKUa2ljrceumxOs5cv0fsj0uc4mCsoQkoRRDkGjyExSnGVBhqRGUlSasDqQ3etaZxtlygztupfk4s6UcTrrwpesODsIb8yTACAqO2NRyUq/lrb/PNA49iiaMzOa+TzvDp5foeCxFhciKkNYYXjxMIcXD4sAgGq3ipmlo/eccRq9pwyzbYPj4YxrHbt/fpzSGwfQQ2Oaav8d3MZ7yyn952SHXAvZ9dDVPShheo0/38NIixPeP4A+/wdg2zKe1vOF3rPPGa9LoaKgDCFJGP1SqCxRctZ68iQ1lCnjTAodJ0bFMfuWA8gUY7HeKRffJDE2vHyZjRfxxjK8rI/TLtriP7P2fWzG41AUzTEL5VbW4GA+fHp2BAsqFBxdI+PJVhGnNEm4Y5MXX1oYRrmo2XaBb6I4BkgaB6ec5jhOn+PZPSPaem6yO8YYNGgISbLNy5fpmTIRWYXLATvRJdUZ81u7fkx2dwTw4eWT8z2MtDjlWrrQ+yuNheeGHoNNH4KtUFCGkCSYsavZIbs+ssEpdZZzyemLdMWKXtfRGcfTYmYsiBR7TxmnG55B6rRAhZWTGkcnwqA3+I4qqq1LNxjHHklRbb2onAzHMWhq/s4xjAHH1skAgLMmSwCAW5aFHFO+a7w45qxMGT5Wvky2eVCG5/Qyf4qq2f69aQQzQlHV9pkyxrHZCfNCWVFtfC2kz93sPGfziDyWTi7P9zDSYt9nP56sarjq+Om27Svp9Pl9obHnu4SQHLDukHRaSY5MYYzKl42X7NBFkWInKyp4Ct4mxSx9NooVi/Upc0rt8Ily+imDMVj6Wzj7wTpp53UiRn+giKTYehczxxje3t+Lf7xz0La7Nkdj9PwopEyGAhlGXvDQIKlcwbwW6eI4/dxt7wVnZwUAjHNPMCrDa+NMGWZ5Tex8jjHoJVvt+TiMQJ+q2jcws+Ebp2DFtKp8DyMtTgnmy6oKt437LNLG69yiTBlCkuCYfmKmTJnk8l0ywo6oHJ4zyaoGkV7XpIwd58UcxOVi5TYkRYUo0DnFqZxUt38s+e7lkW3Gwl9EVuEW7LzwB3QFIgDsW998NMb70O6ZDE6hly9jcMqlE8f0hsetvWE0VnjyPZwJMxadZQeUUTbOsyFJgdfGmTIsVtpXD5TZ+zUB9PJldg1cGu+piGzf7Cu7BsSsyn0itn77jHwPI22yooG38YSL5xit8eWQfd8phGSZkSkjU/3/pCiKPn7UU8aZ9MkXva7JGDvOC2knc64ZCyLF3lPGIZvgkjJe52KgL1bmexTZwxgDNCAq27t8GccYorL+Qjnx+MtxetBf1ey9COIUDICscbbdbT6cEfTb2RHAzNqSfA9nwvTXQ4tl/Nj7c2IcmyO2PzbHytrKqu03dv3x9X3416ZW217jclws+yoiw++2Z1DGKezcJwrQA62KjQOUAJUvyzV7H/0JySKjNJcT0ryzhQ7Y4yermiPLhxQ76ikzOms/FZeNd5yng2Ho4ruYy5c5nVMWIlPBcfoin1Ppn1n7N2HmGENIUsx/O425iUrVHJOdYWc80/RMGft+ZOKwWOWElu4gplb78j2ctOkbQ+z9QTGzfhR7Vx/gYmVtNc04n9pXe38YAGwbXDJKDAciMvwuKiZE0mP3zF2e0zNESW7Y86hJSA4M7Wp2RkpxNhRTmZZMccLEmySi0es6CuPCU5LtvxgwUeZzQIF+QmyBY4AGLZYpY99gMseA3qDegN7OiwTJmD1lbF4uxCk4pkHWOMdsQDKqAgQiMko9Yr6HkzZZtX9ZbmOjj90fi3Ed7YSPijGvteu1kPFaBKMKfG4KypCJY8z+mTI8o/JluUQzV0KSGGqIaN+mddlmpF0TQshYNE1DRFFsXWoiHfHZl/adqBMynFN7RbFYBkZEVmydKcMYQyAiA4BjFsqteE7P2lY0zTHZGXbGAZA0zjH9i4yg32BEht/mi7WaBhzqC6O+1L69cYChkrh2LwfLmB7s29o2kO+hpE208TkSGNqMG4jIKKHyZSRNsqraehMMx1E1nFyy98yCkCwyAg60qzk5p9eTJ4RkBhfbaWr3C+h0MGtPGZtfvJKxFNeFTMTmmSTJcEwPONm/p4zl3zZeJEjG2DWv9yyz7+vkFJxRvswhAUCO048DgxEVfps2ALfa1R7AzDr79sYBhspn6/1x7Ps+4xjDyzs6caAnlO+hpM3uc/uhTBkZPipfRtJk+0wZDpQpk0O2OHru3bsXn/70pzF9+nR4vV7MnDkTt9xyC6LRaNzt9u/fj3PPPRd+vx81NTW4/vrrR9zmvffew+rVq+H1ejFp0iR861vfcuwOP5IefRExFpSx8UE1m5xeT54QkhnWMkDF2k/FbOiqFO9zAOg7dYmzhCXF9o1ZEzFqzNu9p4zT+xzxsYwmuy+COIXANERUHk55KXjGICt6pozdF2sZA/Z3BzGlyv69cbRYHyk7V7PgGFDmgJJ4AGyfAc4YoKlAKKrC54DgK8kv+x+b9J4yeraMvT/bdmCLmcXWrVuhqip+/vOfY9asWdi8eTOuvvpqDA4O4u677wYAKIqCs88+G7W1tXj55ZfR1dWFyy+/HJqm4Uc/+hEAoL+/H6eeeirWrl2Lt956C9u3b8cVV1wBv9+PL3/5y/l8iKQA6btw9IMq7WomhJCJY2BDPbqK9Hg61FeneLMvI7JStI/dyUKSAo/ovNeVWTKmnZIp40TGJirF5o11naKEV9CvCOAcEgx0izwisgpZtXdw1hCWFNsvOuvly+xfDpZjDJKq4utnzc/3UNJm97mdkSkTkRVHZv6S3FIUe28S4TkGSVERtfn81y5sEZQ544wzcMYZZ5hfz5gxA9u2bcNPf/pTMyjz1FNP4f3330dLSwuampoAAN///vdxxRVX4I477kBZWRkeeOABhMNh3H///XC73Vi0aBG2b9+Oe+65B+vWrXP8TjIyPkaDK0m2d2p07tBzRAhJTC8DhKLOlDF6yqiaM5ttp+JwXwQN5fauZZ8aNuz/nS0sqY7MlOEsmTJuGz8+Y3H8959ameeRZIdRykhhFJQpBGWCgj7Z5ZjXwiNwCEtKvoeRMU4oI2v0/7B9iXEGyIr9j1uaZv/ZjpHNHpFVx2QvkfyRbb5JhGcMYRWI2jzwbRe2PYv19fWhqqrK/Pq1117DokWLzIAMAJx++umIRCLYsGGDeZvVq1fD7XbH3aa1tRV79+5N+rcikQj6+/vj/iPOZzS4klTNETujso9q0hBCkjB6MyjO2Gk6EUZPmWLW2hdCY1EEZQzF8YKHJQVeGwctkmEYWqSxczDZ2HM2r6E0vwPJEmOB1u6LIE5RKsjolUU4ZR1H4DmomuaY0pt2L8cIDGXHyYpm6wVDjum70e1+3GJMP/7aGRcrgxmRFLgdmPlLcicQkdEZiECw87Eptg4adcD5wg5s+Qzv2rULP/rRj3DNNdeY32tra0N9fX3c7SorK+FyudDW1pb0NsbXxm0Sueuuu1BeXm7+19zcnKmHQgqY0eBKz5Sx5UeFFCR7T1oJmQhjx3kxZ8oYfXWKWc9gFJV+V76HkQPF9To7tXyZXiJHP27ZeZHGyJSx+8JfMjwXq32uUVCmEJQJCkKqEOs7SQqN5IC+dgz6Rh9J0Wx9jc7FghlO+KwoNg/KGNnsEVml8mUkLa/v7sbfNhwAb+Njk1ExiIIyuZHXZ/jWW28FY2zU/9avXx/3O62trTjjjDPwkY98BFdddVXczxKVH9M0Le77w2+jxba9jFa67MYbb0RfX5/5X0tLy7gfK7Efo8GVrFLa3lg0p2wfI4RkhbHj3O71v9Nh7MIrZsGoAr/NGyWTkW54aBP6QlK+h5F5sQy/iKzCbeNFTKcHZRgb2jXPUynqvCsVZABwTKaMwSlvLSf09mOxjT6yqtp7NzpjkBXVEcct+2fK6BmXelDG3p8Pkn89wait2x8Ym130zZQUpMy2vF4Zf/7zn8cll1wy6m2mTZtm/ru1tRVr167FqlWr8Itf/CLudg0NDXjjjTfivtfT0wNJksxsmIaGhhEZMe3t7QAwIoPGyu12x5U8I8VhqMGV/WvvZhs1Vx0Pep6ciOKSo7PuOHcV6Q40BkC1+UVruoJRGVVFkSlTXJsVXAKHj62cku9hZJw1w8/emTL6/zt1nsbHgjKAcx+jnZQJev8VzgELzU4Ule2/OWaop4y9r9EZY7FsH3u/HgCgqCoe/Mwx+R7GhHGx80hEpvJlJH3dgait5yMs1mMpEJFR4qHNdNmW12e4pqYGNTU1Kd324MGDWLt2LZYvX47f/va34Ialg61atQp33HEHDh06hMbGRgDAU089BbfbjeXLl5u3uemmmxCNRuFyuczbNDU1xQV/CAGGGlxpGqWxjkVWNQg2nhQTQrLLmNwVc6aMsbOzWPEcMBCR4XUVx/lUUbWiWZScXOnFjNqSfA8j4/QMPyAiK7beKWhUA7BzmZ/RGAu0VL6sMBiZMg59u9mepKgQbf7iGHNKWVFtHdDgmB4kc0L5MknRbJ61FOshJ9G6D0nfQES29bHJyJTpD0soo6BM1tnijNza2oo1a9agubkZd999Nzo6OtDW1haX9XLaaadhwYIFuOyyy/DOO+/g2WefxQ033ICrr74aZWVlAIBLL70UbrcbV1xxBTZv3ox//vOfuPPOO7Fu3bpRy5eR4mQ0uJIUe6dG54KsahBtfOIhJF10ChkdYwzQnNFgdqJ4Tq/PW6x4jiEQluEriqAM08+LRbBZwclvaY7T+0BFbJ4pY5yfbL4OmxQXWzygrO3C4OY0uJniiJJMQ5z0WGD7IABnli+z96ZAjulzBRs/BJOi2ru/j7FxKiKrjuyRR3LPzscmPtbGoT8ko8wj5ns4jmeLd8pTTz2FnTt34r///S8mT56MxsZG8z8Dz/N4/PHH4fF4cNxxx+Hiiy/GBRdcgLvvvtu8TXl5OZ5++mkcOHAAK1aswLXXXot169Zh3bp1+XhYpMAZDa5CUQVesRgWkSZOVlRbNzMjJF1OXpjMhKFMGc32DWYnSuD12uHFimMMgYgMX5H0lCmWDR2OWncdxugDFbV5jXnO8ZkyeoNmCsoUjlJBclhQhiZ5hcToIxVVVFvPKTmmzxWckFUr2/z4G1e+jDJlSBq+fcEiALB1pgzH6Z+HgbCEUsqUyTpbPMNXXHEFrrjiijFvN2XKFDz22GOj3mbx4sV48cUXMzQy4mRG2l5QUopkZ+/EBSIyStz0HBFCEjN6yoQlBZW+4txx4+I5SErxLuwUV6aM3nTcqYvgxUSLLdLYOcPPWBew8frAqHhO36WtavZeBHGSMl52bGaW3TlhExGD/jhkm29+YIw5Zq6gqPZ+LYwymBGbb8Ig+XfZMVNx88ObbR2k1NdBgf6wjKYKb76H43h0xCEkCSNCHIwoRVMDf6L6QzLKvMW50EpIKKrAQ8eIURm9GXZ3DGJ6jT/fw8kLgeMgFXGmDM8YBiLFEpSBvoOXLuxtzSiRo2fK2Pd9a5RodmqpZjOjySE7zp2glHdapkxx94QrNPpGHy1WMsu+7zPGAFlVHVG+TA8u2fe1MNZ99J4yDnhBSN7ZeT5iZI5Rpkxu0BGHkCSMWorBqAJ/kZRbmSg6YKdGT1HP9yhIpnUGIqjxu/I9jIJmlJfZ1zWIadXFGZQRBQZZVVGsZVC4WKZMsWxyGIzI8BfJY3Uqo+yi3XthOX3eYSweXP6bN229M9VJygTJUe87wUE94Wy8TmjiGNAViOKZD9ptHWzmGIOkaLZevDXItu8po2fGyqpq614gpHB0D0byPYQJMyoGDUZk+N20xpdtdMQhJAmO6eUQQlLx7OydqP4wNQFLxf7uIKZU+fI9DJJBjDF0BCKoKXHneygFTb/Y0Z8vuzeYnSiR4xCIKLa+aE0HzxhCkmLr+u/jEYwq8NGFjK1ZM2Xs/L51woLfaLhY8AwABqNynkdDAKBCkGxdymg4gWcOy/yxN45j2NURyPcw0sYxoy+r/d9bdu/pZWRcOiT2SvLs2xcswtyGsnwPY8J4o2+Xzee/dkHPMCFJmOXLolS+bCx6pgwFZcayqz2AGbUl+R4GySCOAR0DEVSVUKbMaBgDtCLNEDGIPENbXwh1ZcUZwDPOqXbe1ToeepYtzR3sTC+7qEFSNIg2XmB2elDG2NEJAL1BKc+jIQDwnembHHX8E3nO1gvOTmTn7EUDxxgkmwczDJLN+/tYg/uEpOuyY6baulw3xwGqqiGqUDm/XKBnmJAkjAZXwagCH5UvG9VAWKbyZSnoD8uoKNIm507FMYZglLLpxsLAoBZvOxUAgMBzONgTQl1pkQZlYtmnxYFhMCoXRaaMk9cwGGNmKNnOwUQbDz0ljA31++gZjOZ3MAQA4OeVfA8howSOOWLh3CmMsl+fWzMz30NJC2MMkkyZMoWAYwyyUjwbhwgZDR8r2Wn38r12Qc8wIUkYNao1zd6TjFwIRGSUUFBmVIwxx6SokyEcY5BkDXyRlqRKFe1A0zNlDvaGUVfqyfdQ8sK6m935NAQjCnwiBWvtzKgxb3dOX2OyHlskpcij/yQrBN45QRkHHNLAMf2zbvcNgRzTe7E4oTSerGoQbXwtxBhD92AUVX7aPEmI3lsbsUxx+36u7YKeYUKS4DkGVdUcMXnNNqo3OTbjAkJwyEUd0TEGSKrqiAuqbOJjpauKtck9oJc/6QtF4XMX50K9sdGhWAxGZfiL4LXmHBxs4ywZGHbm9PJlRtD/2JnVuOPCxfkeDnEggXNG+TInHM+A2Nxbtv81lcBzCEuKI3otyooK3ubly/rDEkrcFJQhRN/soiIqK5QpkwP0DBOSBM/0tD0yNlm1dx3ZXOAYQ1ShrCun4RxUeiCbqByAcfFt/0WEiSquTBkgVCSlT108B9mhryvH4Ih5oPODMnrA1yvy8BdByUCSe07JlBmMOqOywVAvFnsvZVX5XOgMRGz/3mKxcnJ2nt9yjCEUpQVoQgDALfKIyipkm3+u7YKOOoQkYTS4ImPTD9h0OBmNXv9YpefJYczSAzRhSVHxPk8uniEiK45fIE1Gz5bK9yhyZ7BIek0JPENUdmbJKIHnHBFIdPrpSQ/K5HsUxMlEnnNERnTPoIRKnyvfw0gbM6+p7P2a1JS4cLjf/kEZnunzWzs/Do4BYZmamhMC6BuuIrG5PW2szD466hCShNHgio5DY9PrTdITNRoj1d7OE1YyEueA3WEkNwQulilTpMfKYitfFpFUeIqgp4zo4EwZt8AhItk/4OT0C2ojC8/hD5PkEc8xR5y7uwajqPI7ICgDZ1xTVZe40ReSbB/w43mGsGTvUuaMMUQkypQhBADcoh6UsfmhyTboqENIEkaDqyJaQ5owvXwZHU5GY2bKOOCijgwxdus5oR50bhTvAVXgmV47vEhnuDwHR2QdpEopkgw6kecc21zdLXCIyEq+h0HG4OT3ICkMIsccce7uCUZR6YCgjFP6dNaU6K+F3ecKPGOQVdXWGwA4ps/RKVOGEH3+G5VVWgfNETrqEJIExxXXrt50SIoG0eYTymzjGKinjANxTG9uafcLQ5J9Lp5DWFaKtoShi+cdW+YqEVktjgw6l4PLl7kFPla+geaChczr4hCSKHhGskfgOUcczxVVQ22JA4IynDP6dJZ59Kbydg/48RyDavNpAMegZ/tQUIaQuPJlJPvoqENIEnqmDJVDSIWsUKbMWIxMGbunqJN4HNMvDO1+QUWyT+D18mVFGpMpuoVTRbV/aZVUCA7OUjDKN5DC5hF5hKLFc2whuSfwzPZN5Q2N5d58DyFtzCHVB4wse9s/DqaXfLczjjGEJMXWJdgIyRQj642WN3KDjjqEJGHUqLb5HCMnZFWz/YQy24wLiGJYpCsmHGcEJel1TU3xPk9irHxZsWbKeIts4VTvNeX819r5PWWK5z1rVz6XgDC9TiSLBI7BKWu1jRWefA8hbQyIXVM540Wx+8YuJ5SnZQx6UIYyZQghOUZHHUKSoPJlqZMUFaJDJsbZYtY/psV7RzF7ytj8gip3iveYKvJ60/BiDcx6RN6xi/eJKKoGvgiO9y6eQXJoNslQ+TJSyLwiX1RZeCT3BI5zTACgxu/O9xDSxjEGWXFOiVC7zwt5B6yZDPWU4fM9FEJIkRHyPQBCChWVL0udrFCmzFj08mXOuYAgOo4BUpH0jiDpEXkO0SLOlvO6iutCV1aLo9eaEHtfOxGVL7MHPQuPXieSPSLvjEyZvd85O99DyAi9T6dz5lN2L23NxdZM7IxjQIR6yhBiYe/PtJ3QUYeQJDgOUDUqX5aKYmlonA6Oc1aqPdFxTN8l7pQLQ5I9RuC6WI+Vxbb7sFh6ypR6BAyE5XwPIyvcAoeITBkYhc7j4hCMyijm8pgkuwTeOZkyTsCM6gMOOcfaPavWKPluZzynZ8pQUIaQIbQOmht01CEkCd4Buz5yidl8l0+2mU0pHXIBQXQcY5BVjcqXpUCf2BXv82SUeCzW90qxZVPqmxWcP82u8ImOzSZx8RyiDnlsTtkhn4hX5DEQkSEW2TGG5I7AMdtnMzgJxxiiDtoQZff3FsfsX76MMYawrMDlhJQ4QjLC3sclO6GjDiFJ8Jy+2GrzeRIpEBwDorLmmAsIomOxEgrFtuA8EYqmOaL8x0SJQixTpkjfK8UWkC6WnjIVXle+h5A1tNnEHjwij4GwTPMrkjUCz4r23F2IakrcONwfdszGB7sHNJyQKcMxhlCUMmUIMaiaBo7mVTlBRx1CkuA4fReOUyZ8JL84ypRxJL3ZqFq02Q/joajFHZQUij1TpsjOpU5qQjyaCp+Y7yFklVrkGX52IPIcIpJSFJ83kh8CxxXtubsQNVZ40NITKuo5ZSHhOQabx2TAMSAsqXBTUIYQAEBEVuARi6v0dL4I+R4AIYWKZwwRmRq+kcwwgjJ0AeEsHAOkIll8TRdjrKhr0xolEYr1vVJsu4xltTiC8LPqSvDVM+bmexhZI6sa/C6aBxY6WdUgFHMqJskqkWdFcTy3i8Yyr75x0gHziu23n2n7tQbOASXfOcbQPRhFudfZG00ISZXAcfDY/NhkF/QsE5IEH8uUEWkSPip9kdXeE7Fc4GJBvmLbLe50FGxLHcdg+4u2dBiLB8X6XplVW4J1p87J9zByplgyw0o9Iq5dMyvfw8gamY7vtiBTJjLJIoHj6DhQQMq8+r5iJ7wmdg/IAPpmI7vP7xkD2vrDmFzpzfdQCCkIJW6BMmVyxP5nAUKyRF9EV2jn3RgYs3/Kci6IAkNYUoqix0Ax0cum0KJdKpzQCDQdYuxcUqzvlUq/C9efPDvfw8gp6klif7KimZ9dUrj0TBn6vJHsEAUOIr2/CoZxbqVALMkUozwhzdsI0fndPLwuCsrkApUvIyQJnjMyG+jkPBqRZxiMqvkeRsFz8RxCVPPccVwCh6BEDYZTwXN6VlGxEos8U4YQO5KKpAyd3ek9nCh4RrLj2JnVWDmtKt/DIMPQfKowyA7IDLZ7pg8hmeZzCVS+LEfoWSYkCY7BMfVqs8klcJDk4l1oTZXIcwhFFdtPWkk8t8AhSK9rSlwCB1kp3osexhh4jtF7pUgUcVKY41D5hsIXVagHJMkekedox3ABokBsYdCg2f742xeSUOqm/eqEGErcAtw0/80JOvIQkgRjjHbepUDkOUSLePd7qlyCninDU1q0o7gFDsEIva6pcPMcokUewBV5Ru8VQmzELdBirB30hySUeeiylpBiQpUlC8NnTpiBT66alu9hpKUnGEW5T8z3MAgpGD43D7dA899coNkrIaOQqWzFmESeg0xBmTGJsQVpjt5PjuIWeQSjMvUKSoHIc4gU+bFC5Dh6rxQJir05g1vg4aWdggWvLpA33wAAzo5JREFULyShzEsLaoQUkxCVzy4I1SXufA8hbb0hCRUUlCHEVOIWqLpDjlBQhpBR6I1DaRvOaFw8o+coBS6eFX2WgBMZvYIo+2FsLoEyZUSBo/dKEXALPLoHo/keBskAt8DBR5kyBU9WNXhoRychRePsJY2o9NMiOsmMo6ZVYk5dSb6HQUjB8LkE0BVrblBQhpBRyIpmNmcmiYk8BxcFZcYk8hxkaiLoOG6Rg6TYv8FlLrgFDlKRZ8oI1FOmKBw5tRJ3/fuDfA+DZIBb5Kl8mU3YvacBISR1P770yHwPgTjIhUdMzvcQCCkop8yvy/cQigYFZQgZRURWIFLAYVSiwMEt0nM0FloscCaj1iottI+NMmX04Cy9V5xvfmMpBeEdwi1wVL7MJmieRQghhBCSvgqfK99DKBo0eyVkFKGoQmUrxkCZMqmh4J4zGYtAVJJqbEZfpWIm8ozeK0WgxgH11YnOLXCUKWMDa+bWYlq1P9/DIIQQQgghJGWUKUPIKEKSQhfjY3DxDG7aRTomCso4kzsWlOEo+2FMLoFDtMjLl7kFnt4rRYCCMs7hFnjanGMD91+5Mt9DIIQQQgghZFxolZCQUagaqGzFGChTJjVuKqvhSPS6ps5N5cvgoVKPRaHCS82HncItcvDQPJAQQgghhBCSYbQ6QMgYKCgzOpGnnjKpoEwZZ6Ia9qmbXuPH8qmV+R5GXlFWYXGgbCjnqC1xo9pPmU+EEEIIIYSQzKLyZYSMwUNlK0YlCpQpkwqBp0U6J+KoP0jKTp5fj5Pn1+d7GHlFO+6Lx97vnJ3vIZAM+NTx0/M9BEIIIYQQQogD0UoqIWPwCLSINhoXz6iEUwpkRcv3EEgWTK324bdXHpXvYRCbuPoEWuAlhBBCCCGEEEKKHa2kEjIGynAYnchzFJRJQVRR8j0EkgU+l4C1c+vyPQxiEyfMrs33EAghhBBCCCGEEJJntJJKyBioPNHoXAJHfTVS4BUF1JZSXXpCCCGEEEIIIYQQQooZraQSMgaeGvaOSs+UoRJvY1k1sxqv33hyvodBCCGEEEIIIYQQQgjJIwrKEDKKG8+ch+k1/nwPo6B5RB4eFwVlUkEBPkIIIYQQQgghhBBCipvtgjKRSATLli0DYwwbN26M+9n+/ftx7rnnwu/3o6amBtdffz2i0Wjcbd577z2sXr0aXq8XkyZNwre+9S1oGjXgJol9dvVMlHvFfA+joB0/qwYfXdGc72EQQgghhBBCCCGEEEJIwRPyPYDx+upXv4qmpiZs2rQp7vuKouDss89GbW0tXn75ZXR1deHyyy+Hpmn40Y9+BADo7+/HqaeeirVr1+Ktt97C9u3bccUVV8Dv9+PLX/5yPh4OIbbHc4wyQAghhBBCCCGEEEIIISQFtgrK/Oc//8FTTz2Fv//97/jPf/4T97OnnnoK77//PlpaWtDU1AQA+P73v48rrrgCd9xxB8rKyvDAAw8gHA7j/vvvh9vtxqJFi7B9+3bcc889WLduHRg1dCeEEEIIIYQQQgghhBBCSJbYpnzZ4cOHcfXVV+MPf/gDfD7fiJ+/9tprWLRokRmQAYDTTz8dkUgEGzZsMG+zevVquN3uuNu0trZi7969Sf92JBJBf39/3H+EEEIIIYQQQgghhBBCCCHjYYugjKZpuOKKK3DNNddgxYoVCW/T1taG+vr6uO9VVlbC5XKhra0t6W2Mr43bJHLXXXehvLzc/K+5mfpnEEIIIYQQQgghhBBCCCFkfPIalLn11lvBGBv1v/Xr1+NHP/oR+vv7ceONN456f4nKj2maFvf94bfRNC3p7xpuvPFG9PX1mf+1tLSM52ESQgghhBBCCCGEEEIIIYTkt6fM5z//eVxyySWj3mbatGm4/fbb8frrr8eVHQOAFStW4OMf/zh+97vfoaGhAW+88Ubcz3t6eiBJkpkN09DQMCIjpr29HQBGZNBYud3uEX+bEEIIIYQQQgghhBBCCCFkPPIalKmpqUFNTc2Yt/vhD3+I22+/3fy6tbUVp59+Oh588EEcffTRAIBVq1bhjjvuwKFDh9DY2AgAeOqpp+B2u7F8+XLzNjfddBOi0ShcLpd5m6amJkybNi3Dj44QQgghhBBCCCGEEEIIIWSILXrKTJkyBYsWLTL/mzNnDgBg5syZmDx5MgDgtNNOw4IFC3DZZZfhnXfewbPPPosbbrgBV199NcrKygAAl156KdxuN6644gps3rwZ//znP3HnnXdi3bp1o5YvI4QQQgghhBBCCCGEEEIISVdeM2Uyied5PP7447j22mtx3HHHwev14tJLL8Xdd99t3qa8vBxPP/00rrvuOqxYsQKVlZVYt24d1q1bN66/pSgKAODAgQNmwIcQQvIhFAqho6MDoihCEOx9SJdlGZIk4eDBg/B6vfkeDiGEEEKcRAoBbR0A1wcIYtyPwpEIOjoOg+cECAKfsyHx8gAinQPQuDBUThz7FyyYpgKaBtkNaNzQHFBTVChQwXE8BH5895k2OQTIYeDgIaBEzu3fJoQQQggpAP39/QCG4gfJ2HIFb9q0adA0bcT3p0yZgq9+9atgjGHDhg247777cPLJJ+OCCy4AAEiShD/+8Y/o6ekBz/NgjGHXrl04dOgQmpqaUv77O3fuBAAsXLgwI4+HEEIIIYQQQghxhgfyPQBCCCGEkLzauXMnjjrqqKQ/t2VQZjSDg4NYunQprrzySnzoQx+K+1kwGMTbb7+Nm2++GUuXLkVPTw+++MUv4rzzzsP69etT/huzZs0CALS0tFCmDCEkr4LBIN58802IoghRzPFuyAyTJAmSJGHlypXw+Xz5Hg4hhBBCnCQaBFpeBzgXILjifhSKhPHB+x+A54WcZh4Lcj9qW56ExokTzpSRPFUjM2U0FY0NDRBznikT1DNl1twIlNbn9m8TQgghhBSA/v5+NDc3m/GDZBwXlDnzzDNx5plnJvyZUb7M6kc/+hFWrlyJ/fv3Y8qUKSn9DZ7XU9rLysooKEMIyStBEOD3++Hz+eByucb+hQIWjUYRDAZRVlZGQRlCCCGEZFZUAEr8gLsEEDxxPxLDYfhKyuHxeHK6yYWPCijv8UIR/dB4z9i/YKUqYJoEyRsflFEUBZIkoayiOvcbdiJuINQFlJUCpXSdTAghhJDiZcQPknFcUGa8+vr6wBhDRUVF0ttEIhFEIhHza6M2HCGEEEIIIYQQQgghhBBCSKq4fA8gn8LhML72ta/h0ksvHTXj5a677kJ5ebn5X3Nzcw5HSQghhBBCCCGEEEIIIYQQJyjaoIwkSbjkkkugqip+8pOfjHrbG2+8EX19feZ/LS0tORolIYQQQgghhBBCCCGEEEKcoijLl0mShIsvvhh79uzBf//73zH7wrjdbrjd7hyNjhBCCCGEEEIIIYQQQgghTlR0QRkjILNjxw4899xzqK6uzveQCCGEEEIIIYQQQgghhBBSBBwXlAkEAti5c6f59Z49e7Bx40ZUVVWhqakJH/7wh/H222/jscceg6IoaGtrAwBUVVXB5XLla9iEEEIIIYQQQgghhBBCCHE4xwVl1q9fj7Vr15pfr1u3DgBw+eWX49Zbb8Wjjz4KAFi2bFnc7z333HNYs2ZNroZJCCGEEEIIIYQQQgghhJAi47igzJo1a6BpWtKfj/YzQgghhBBCCCEkF1QN+F3/kfhE9bZ8D4UQQgghhOQQl+8BEEIIIYQQQgghxSakMNzbe3y+h0EIIYQQQnKMgjKEEEIIIYQQQkiOhRWW7yEQQgghhJA8oKAMIYQQQgghhBCSY2GFLscJIYQQQooRzQIJIYQQQgghhJAcC1GmDCGEEEJIUaKgDCGEEEIIIYQQkgOKBgRl/d9BypQhhBBCCClKNAskhBBCCCGEEEJy4JlWEZ95tQQA9ZQhhBBCCClWFJQhhBBCCCGEEEJywMNr6IpwUFTKlCGEEEIIKVY0CySEEEIIIYQQQnJA0fTsmHOeLUNApstxQgghhJBiRLNAQgghhBBCCCEkB4IyUONWAQAvtPuw2HUozyMihBBCCCG5RkEZQgghhBBCSNo++Zs38z0EQgpeUGa4cnYYs8sU+AUVlXwo30MihBBCCCE5RkEZQgghhBBCSFp6BqN4cXtHvodBSEHrizL0RRmmlag4sV5CrUfJ95AIIYQQQkgeUFCGEEIIIYQQkpatbQP5HgIhBe+2jV78Y78bPkHDh6dFcd2snnwPiRBCCCGE5AEFZQghhBBCCCFpGYzI+R4CIQXPL2gAAB+f54EQQgghhJC8oqAMIYQQQgghJC0hicowETIWjgF/WT2AMpeW76EQQgghhJA8oqAMIYQQQgghJC0UlCFkbAxAOQVkCCGEEEKKHgVlCCGEEEIIIWmJSApEnuV7GIQULK1IYjGv9Vfj3hdb8z0MQgghhJCCRkEZQgghhBBCSFpCkgKPSI0yCEkmogLuIviIbAxU4PcbOvI9DEIIIYSQgkZBGUIIIYQQQkhaQlEVXgrKEJLUgMRQIjo/XYZnGmTV+Y+TEEIIISQdFJQhhBBCCCGEpCUkKfC6KChDSDIBiaFUcH6wgocGhYIyhBBCCCGjoqAMIYQQQgghJC1hSYFHoKAMIckMysWRKSNQpgwhhBBCyJgoKEMIIYQQQghJS1hS4KFMGUKSCsoMHt75wQqeUaYMIYQQQshYKChDCCGEEEIISUtIUuAR6NKCkGQiKuApgrilnimT71EQQgghhBQ2unIihBBCCCGETJiqaugKRFHiFvI9FEIKVlgplkwZisgQQuxNUTX88Nkd2NY2kO+hEEIcjK6cCCGEEEIIIRPWF5JQX+ZBXyia76EQUrAiClDpcn5QRmDOf4yEEOeSFRULb3kSEVkFAzC3oTTfQyKEOBQFZQghJMd2dQTwh9f24YgpFTh/2aR8D4cQQghJi6xqEHmW72EQUtD0TJmR36dPDiGEFI4PDg3g7CWNCIRltPaF8j0cQoiDUfkyQgjJIVXVcNM/3sOFR0zCU+8fzvdwCCGEkLQpqgaeo6VlQkaTrHyZ0/JKZI2OBYQQ+9p+eAAnzavDzz6xHB0DlAFMCMkeCsoQQkgObW0bwBFTKrG0uQLhqJLv4RBCCCFpk1UVAgVl0iYpKiIyzQ2cKqwgYaaM06gUlCGE2NihvhAay73gYvOarW39eR4RIcSpKChDCCE5tLszgNl1JfkeBiGEEJIxiqpB4OmyYiIkRcUjGw/iO//Zio//8g386qU9+R4SyZKwwuBOkCnjNAoYKEZLCLGjrkAE9zy9HU0VHgDAdz+0GP/39PY8j4oQ4lR09UQIITm0p2MQ02v9AADGAE1z/sU5IYQQZ5NVjTJlxklRNTz8zkFc/ps30d4fwdmLG3H3R5birb3d2Nc1mO/hkSzQM2WcP+9TNAae0fGAEGI//97cBoHjUFeqB2WqS9yIyioU1fnHbkJI7jkuKPPiiy/i3HPPRVNTExhjePjhh+N+rmkabr31VjQ1NcHr9WLNmjXYsmVLfgZLCCk6XYNR1JW6AQB+t4BARM7ziAghhJD0DPWUYbTZIEUfHOrH/a/uxW+uOApXnzgDiyeXY0q1D2cuasAnfv0GWrqD+R4iybCIwuAugvJlisbAOW6VgRDidIGIjC0H+/Dy19bG9cmbVOnFob5QHkdGCHEqx02XBgcHsXTpUtx3330Jf/69730P99xzD+677z689dZbaGhowKmnnoqBgYEcj5QQUoxCUQVeUb8iL/eK6A87Nyjzm41Uf5cQQoqBrOiZMhwDaDNpavZ0DuKyY6bCI8av0n/0qCn41vmL8JPnd+VpZCRbZA0QiyCBRNEYZc4RQmxlb+cgFt3yJA71hVFb4o772dQqP/bTRglCSBY4Lihz5pln4vbbb8dFF1004meapuHee+/F17/+dVx00UVYtGgRfve73yEYDOJPf/pTHkZLCCk2IUmB16UvwJR5RPQFpTyPKDs0TcPjO4IIRNV8D4UQQkiW6ZkyHDjGoFKmzJi2tvXjd6/uNcuZDrd2bh0O94cp68iBElX1clr4Qu8p47RHRQhxMlnVr1lf2dkJNuz4NbXah+1ttImbEJJ5jgvKjGbPnj1oa2vDaaedZn7P7XZj9erVePXVV5P+XiQSQX9/f9x/hBAyESFJgUcYypTpCzkzKHMooAAA2geVPI+EEEJItsmqCoHXSxZR3fWxvbWnGx9aPhlLJ1ckvU19mRvffWIbNuzryd3ASF447ROjZ8rkexSEEJK6sKTif06ejR13nDniZ6vn1uLZre15GBUhxOmKarrU1tYGAKivr4/7fn19vfmzRO666y6Ul5eb/zU3N2d1nIQQ59I0gIuVdHByUGbj4QiOanJTUIYQQoqAHOspwzEGSu4YW/tABEsml8fVrB/unCVNEDiGZz84nPG/v2FfD3oGoxm/X0IAQNG4Ud/bhBBSaCKyCrfIjciSAQC3wMPn4hGR6bqWEJJZRRWUMQw/0GqalvDga7jxxhvR19dn/tfS0pLtIRJCikCZV8BA2HlBGUnV8MaBCNZO86I3TOXLCCHFKxBxbt8wq6GeMlS+LBXt/RHUlXpGvc1xs2rw6eOn43B/JCN/MxCRceVv38QNf92ET/76DTy0nq5nci3ZR8Np4QtFA5UvI4TYSkRW4OKTL49OrynBrvbBHI6IEFIMhHwPIJcaGhoA6BkzjY2N5vfb29tHZM9Yud1uuN3upD8nhJCJcIs8OgLO26m6vjWCYya7UePjsbfXeUEnQghJhapq+NBPXsWfP3MMRJ6h1CPme0hZo5iZMqCgzDBbWvvw3NZ2DIRlrJ5Ti2NmVGNv1yCq/K4xf7fCJ6I3mJl5wvPb2vHctg4AwLRqH1p6qGlxoXDaJ0YBlS8jhNiLninDJ/35SfPq8MTmQ1jQVJbDURFCnK6opkvTp09HQ0MDnn76afN70WgUL7zwAo499tg8jowQUoy8Io9w1Hlp0H0RFXV+AeVuDn0RypQhhBSng70hbDs8gEt/+To+8/sNOODgRXC9pwwXy5TJ92gKy91PboPfLWD51Er8+uU9uP/VvVg7ry6l8k6MMSgZCnINRmRMr/FjRq0fYUmFJNMLRbJD0TjKlCGE2EpUVuEeJZq8YmoltrRSb2lCSGY5LlMmEAhg586d5td79uzBxo0bUVVVhSlTpuCLX/wi7rzzTsyePRuzZ8/GnXfeCZ/Ph0svvTSPoyaEFCOPyCMsOS8oE5JU+EQBZW4OfVS+jBBSpHZ3DmLRpDJ86/xF4BjD/z65DTecNhfNVb58Dy3jFFUvX8YYg0aZMgCAsKTgvv/uBM9xuPK46QCAdw/0oT8s4bq1s1K+n6YKL/Z1DWJqtT+t8QxGFNx+wSK8uqsTv39tHySFzs+5pJf0Svwzp4UvFA0QqKcMIcRGImMEZTiOyrMSQjLPcUGZ9evXY+3atebX69atAwBcfvnluP/++/HVr34VoVAI1157LXp6enD00UfjqaeeQmlpab6GTAgpUh6RQ8iBQZmgpMErMLh4BpnWfAghRSosKfjkMdNw5JRKAMDZixtx8yObcf+VK/M8ssyT48qX5Xs0heHq36/H0skV+NXlK8zv3XD63HHfzyeOnoqfvbALd120JK3xBKMyvC4eFV4XQlEFEQrK5FREAdxJKuM47SOjaBy4oqrHQQixu4ikjFlmtsrvxuH+MOrLRu8JRwghqXLcdGnNmjXQNG3Ef/fffz8AvQzArbfeikOHDiEcDuOFF17AokWL8jtoQkhR0HcPD116e0UeYcl5iyJBSYNPdNzphRBCxiUqq3BZdl2etrABvENL+hiZMhxjUCgqg4O9IQQi8oSCMMPNayhFZwb6zw1GFfhdAhRNA8cxRGnXRE6FFQYPXxyfDQXMscc6Qogz6T1lRr9+PWtxAx56qyVHIyKEFANaNSOEkBzpC0ko8w7twPGIPMKy8zJlQrIKn0gX44SQ4jY8KAMAfreAgbCUpxFlj5kpw6Hoy5c9uaUNl//mTXzznAUZuT+Oy0xJuFBUgc/FY059Cb5x9nyoFDzLqbCCognKqBrAZ+h9SwghuRCRVbj50ZdHT5pXhzf2dNOxjRCSMRSUIYSQHOkMRFBb6ja/9og8wlHnBWWM8mUAwHP6Yh0hhBSbqKLCNewCv6Hcg8P94TyNKHsUVYXA6c29nXrI//FzO9EXHDug9tBbLXj8+uNxRKxsXSZ1D0YnvBg0GJHhc/E4aV49PrlqWmYHRsYUURg8ScqXOW0bi6xxcPOUNUcIsY+IrIyZKcMYQ3OVF4f7IzkaFSHE6SgoQwghOdI+EEFtiTUowzkyU8bYIQkApS4OA1EqkUIIKT4RSRmRKVNT4kLHQPqlqAqNpBg9ZZzZCFdSVPzhtX34+9sHRr3do5ta4XcLcAtJVt/T0DEQwQU/fgWv7eoa9+9qmobOQAR+91A7USdUl+oYiNgm42e08mX2eASpU8DgEjjalEMIsY2IpKZ07l4+tQqv7e7MwYgIIcWAgjKEEJIjnYEoaixBGRfPOb6me7mHQ1/Y2Y+REEISiSojy5e5BR5RBzZYH+opA0cGZdbv7cHHVk7Bf7e2x2WqWP/90+d34YnNh/B/H12W8b8fVTR85W+b8Pm1s/Dm3u4xbz88m2ZXxyCe29YBt+CcSz9N03DUHc/gtd3jD1Llg16+LN+jyA1FY3DxzgzQEkKcKaqoKZ0jT1tYjyc2t+VgRCQTBsISLvjxK9QLiBQs58zMCSGkwIWieukQA3PCNtVhFE2LK8NR7ubQF3HeAiQhhIwlUU8Zl+DMYLysauB5BsYYnLgOu35vN46fXY3lUyvx+u6hoMhPX9iFX7+8x7zNfR870swUzaQXt3fghNm1WDWzGr2xEmphScHau59HV0Avo7KzPYC/vLkff3htLxZ880lsbOk1fz8QkXHagvq4eYfdX6d9XUEsmlSG9Xt78Py2drT1FXZZwLDC4OYSP+lOmw0aQRnKlCGE2EWqmTJlHhECx6Ev5Lz+gE701/UHUOYV8fb+nnwPhZCEhLFvQgghJBMisgq36Oxtkh2DCqp9Q4uQ5W4O/RSUIYQUoag8sqeMi+cgOTFTRlEhmj1lnLcQ2xOUUO1345KVzfjyQ5swt6EUsqLi9d3d4Jlei34wKoPLQkDGcPT0KlT4RPQE9fJ3e7sG4RV5fPVv78IlcCj3ilgztxZb2wbwo48dgSe3tGFZcwUAIBCWsWpmddbGlg8v7ejAVcfPwLNb2/Hv9w5hyeRy/O9HluZ7WEnpmTLFUb5M1RhEnrNNaTlCCEmlp4zhyKmV2NTSixPn1GZ5VCQdA2EJ33rsfTz4mWPwsxd25Xs4hCREQRlCCMmRsKTA46DSIcNFFQ1//2AQJ071mN8rc3PY3ycDANoCMhpK6LRDCCkOkQSlMEQnZ8qY5cvyPZrM6wtJqPCJqPC5cNNZ83HTP97Dob4QPnHMVBw9vRp/fmt/XAZNpv3mihWY21AKgWMYjOjn1Fsf3YLLj50Kv1vA0skVaK7yAQDOWNSIYFTGP985CEXVwDEgEJFQ4o4//9o9Wfe13V347oeW4F+bWlHpFxEp8M9VRGGocDnww5FAVGPwiAyKEw8GhBBHiiTYSJPMibNr8N0ntmH51Mq4Xm2ksPzx9f24/YJFOHpGNX750m7IigohxdeYkFyhdyQhhORIRHJ2psxrB8JoLOGxuG6ob065Z6h82T2v90Jx4A5qQghJJGH5Mp5zbk8ZnoHjnLkQ2x+WUOoRAQCLJpXjyKkVAICPrGjGlGof/t8Z8/D2zadm7e+fNK8eIs+Z5cfe2d8DRdVwyvx6nLOkyQzIGHwuASFJwfV/fge3/et9DIRllHqcs3AkKSrCkmq+JkZPo0IWVhncSTJlCnvk4ydpHDwC58hjASHEmfSKFqktj86uL8WHl09yXPbF8H50hm1tA3j4nYM5Hk36XtvdhY8fPQUAMKuuFC/t7MzziAgZiYIyhBCSI2FZgWfYZM9JMYqIomFKefyiT7WXR2dQgaZpaB1QEFUc9IAJIWQUiXvKMIdnyrCkF/V2pmlaXK+Yz5w4Ew9fd1zcbar8rpyMpcwr4rtPbMWvPnkUqkvco962PyyhtTeEQERGiVuM+5mdX6ZNLb1maTbG9F5NkQIPdurlyxL/jEGz9esxnKoxuHiONuIQQmwjIikpZ8oAwOkLG7CxpRcRWUn48wff2o9XbBAEaO8P4wfP7MAFP34FZ9z7Eu5/ZQ/kYefTu/7zAf7xzkHb9NGRFBUt3UHUlbrNzSyfP2kWfvfq3vwOjJAEKChDCCE5kmoDQbuSFQ0iH7/fs8TFYVDS0BtWEZI1RGS6QCeEFIfEPWV4Z/aUiWUqOLV8WaK1ZZan+l/3XLwMf/nMKpT7xFFv5xH1zBpF1RAIyyhxUKbMizs6cfzsGgAw51URKfHCWKEIKyxpTxkGQHVYvgzP6fNCQgixA1XDuEpbMcZw6cop+OWLu4fuQ9UwGJGxta0ff3qzBX96Y382hpoxfSEJn3vgbZR7BfzlM8fgseuPx2BUwf2x4EUwKuPhdw5iZm0JTl9Yjzd2d+V3wCkYjMj40E9fxaW/eh2nLag3v1/iFlDiFtAftkdgiRQPCsoQQkiOJMqUsXtNdytJRdLyIQcGZHDQs2kIIaQYRJWRJStF3vmZMirtji8Ikyq8mFThBYBYpoxzespsaunF0skVAACfi0coWtgBGcDIlEkWlNHgtE8NHQsIIU53xqIGvLGnGz94Zgd+9dJuPLGlDZf84nXc8sgW3PvRZVBUraCzS/7y5n589sQZuOK46fCIPESewzWrZ+K1XV2Iyiqe/aAdN/x1Ez6/dhbm1JdiR3sg30Me1V/Xt2DhLU+iJxhFX1DCiXNq434+u64Uuwr8MZDiQ0EZQgjJkcSZMgyqQ7YVS4qGRKV4m8sEvLw/jEllAmXKEEKKRkRKkCkjcI4MyiiqCoHjYpkyzjrOa5pmywDGpAov5taXgOcYeoMSyjzDgzJsRIkSO2jvD6O6xGWWk/O7BQRtEJSJKCxp+TIOGjSHZcoIDu0vRQghBsYY7rpoMf7vme24/fEP8OBbLbj6xBn4+tnzMb3GjyXN5dh+eCDfw0xIUlS8sL0Dp8yvj/s+zzE8u7Udtz/+Pm55dAseumYVKv0uzKotwf8+uQ17OwfzNOLRfXCoH2/v78E9Fy/FkkkV+NvnjoVn2MaoKdVeXPiTVx1ZZpfYl3Py2AkhpMCFZRXuYf0F3CKHiKzC67J/WTNJHVm+DABOmu7FLzb0Y2GtizJlCCFFQ1bVEcdEkeccWb5MVvRMGcaYo3pjAEBYGpnxZAfnL5sEjjG8e7APh/rDI8qX+V08gpKCsnGUaykEL2zvwJq5debXXhePQETO44hSE1YY3MkyZZjeh8VJOA4UlCGEON7kSh9233kWQpIC/7CM1Bk1fuzpGMRR06pyNp7+sIQSlwAuSfUKw7/fO4QzFzcmvN0Np83Bj5/bhZCkYHZdCQCg0u/C3R9Ziue3teOKmulZGftEHewN4cwfvISjp1fhtvMWYdGkcsypLx1xu3OWNOH1Xd3Y0R5I+HNC8sFes3BCCLGxiKSMCMp4RR7hAq+DnipJBcQEE7tJpQJuW1OFej9PmTKEkKIyvO+I2wYNySdCNnvKOK9kUV9IQoV39P4thajS70K5T0SZR0R7fxjeYYEln1tAMGK/+cfb+3uxYmql+bWiahBtEFiKKIA7SWzPieXLBMagOOxYQAhxsokfrziOjQjIAMD0mhLs6sxtuaxr/rABN/3zvTFv9893DuJDR05K+LPPnzQbr3ztJGy7/QyUeobmP+cubcR/NrehKxDJ2Hgz4flt7fjpx4/EXz5zDFwClzTgIvIcrjx+Gv7v6e2OqVRC7K/wZ7CEEOIQqqaNaCDoETmEnBKUUTQIo5xV3AKjTBlCSFETeQ6SA4PTiqpB4Bk45rzd8b2hKCp89gvKGEo9AgbC8ogAYYlbwGC08DNMhmvrC6Gx3GN+3R+SUOop/OIPqgYkSCYG4MzyZTzHINOcjxBSxKZW+7CvM5jTv+lzCegajKJzlMDJtrYBTKnywedKfu6s8rtGlF13CzxuOXchvvHw5oIpAbb5YB++/s/NOHJq5Yh5TiLzGspw7Mxq/OaVPTkYHSFjo6AMIYTkkUdwTqaMrGpwJVtxAODmGWxQYYQQQrLGJXCIKs445lvJRk8ZjsFhMRn0BSWU2zBTxlDqEdAfHtlo2OfibZcpE4zK8Ih83MLLQFhGmUcs+LJ5o60VMWhQHRaUcWJ/KUIIGQ+PyCOa4+xoTdPw6eOn4/tPbU96m/tf3YtLj54yoftf0FSGI6ZU4E9v7p/oEDPqgTf24aR5dagv84x945hPHDMV6/f2YGtbfxZHRkhqKChDCCF55HcLtqiFnopk5csMboEh7MCyPYQQkiqX4NxMGT5WvqxQdk9mSiAio8Rt56CMiIHwyHmG32W/TJn3DvRh0aTyuO99bs1M/L8z5uVpRJnBAQUfVBovgWOOy5ojhDhZdgLjHpHL+bX+MTOqAWjY2T4w4mcvbu8AY3rGyERddfwMPLG5LeGGj1zqD0v485stWHfqnHH9HmMMt1+4CN97YluWRkZI6igoQwgheVTld6EnmN8JTaZIigZhlF7Ibp7BZus/hBCSUSLP5XzXZC7IitFTBo7LlAlJCnyuUU5uBc5o0jucz80jaLOT8saWXhzRXBH3vUWTyrF4cnmsXJY9P1uMOa98GUdBGUIIwVHTqvDW3u6c/C1N08yszOVTq7CtLb6fzQeH+vGLF3fjq6fPTevvcBzDZ06cgW/8c3NGzruh6MSydne2B3D9SbNGbNZIRU2JG4uaynB/hsqY9YWcsZ5Dco+CMoQQkkeVfhd6BqP5HkZGSKo2ZqYM9ZQhhBQzkWeQbLpwPBpF1cDzeqaM00oWhaIKPKJ9gzIrplVh67fPGPF9v0vAoM3Kl713sA+LJydefKnwiei16aIIBw1OOyrwDuwvRQhxpmxm+M5rKMOOwyMzVrIhLKnwxvrEzK4rwQeH4stz/e+T23DPR5eiwudK+2+dMLsWiyaV4ZkPDqd9X/O/+cSEfm9Laz8WTiAgY/jSqXPw6q4udAwk77+Tquv//A6d88iEUFCGEELyqNrvQpdDgjKjNbEFjJ4yNFkhhBQvJwYtAL2nmMAxMAf2kQhLCrw2zpQBkDCoZMfyqYGIjFJP4lJylT77bnJhcE6mjPHx5ylThhBiE8YcJhtm1Pqxp3MwK/c93EBEQolbP98vmlSOZz44jI/94nUMhCVc96e3sXxqJepKU++9MpYLj5iMf717CFF54tsK0skweXVnJ46bVTPh32eM4ZylTXj83dYJ34ehLyRhIM/l3Ig9FUxQJhqNYtu2bZBle10cEEJIOuy8iJAIG6WTLWXKEEKKnVMXKuN7yuR7NJkVkhR4bZwpk0x1iQudGdgdmit9QQllSQIyAFDhK9xysJo2es8YBkDVnBGUUTSAZ5q+EceBWYGEEOeJyCrcYnaWRutK3WjrC2flvocLhGWUuPVMGZ5jeOKLJ+KMRQ342j/ew8ePnoLr1s7K6N+rLXXj8XcP4YE39k34Pra16VlEE8lWisiq+XgnauW0Ktz6r/dxoCeY1v0MRmT0h2gtm4xf3oMywWAQn/70p+Hz+bBw4ULs378fAHD99dfjO9/5Tp5HRwgh2VXhE9ETHH9QZldHANf96W1c95d3sa+/MC56x5pLuXmGMGXKEEKKRKJjIs8YnLhOKasqBI6L9ZRx1nE+FFXhydJiTT7VlrjRbqOgzJbWPiyalLwxceUE51O5IKnAaG8hvXyZM4IyUY2DyPQFzohkr/J4hJDiFJEUuIXsnOcZYxB4DuEcHA8DERkl7vjNC5cfOw0/vvRIHDtz4hklo3niiyfg0ASDTmFJwd1PbcPK6VXjztwNZ+g1ayj34JvnLMCO9sDYNx7FYESmvjJkQvJ+hXHjjTdi06ZNeP755+HxDKXSnXLKKXjwwQfzODJCCMm+Us/4y4fs6xrENx/ZjG+cPR+3nzcPj++R8cSucFbr4aZilCQZAHqmTJQyZVL2+LuHKA2aEIfhOAbAecdBRdXAMWc293ZqpkxtqTsjddRzZUtrPxY2Ja8dX+ET0TeOTBlN0/DH9wYRlLIfJY2ogIdP/rngmOqYoExA5lHCy/AIHMI5eG4JISRdUUWFW8jeef6E2TV4+v30e6+MJRCWUeJJL3NkvGbWlky4Z86hvjAWTyrHvIZS9IfHtx6yvzuIKVW+Cf3d4RY2lWHzgb607mMwqlBQhkxI3oMyDz/8MO677z4cf/zxcWVvFixYgF27duVxZIQQkjmyooJPUKt2vI12VVXDbf96H9+5aAkay72o9LnwuSUiApKG/+xML+02XWPFhDw8lS8bj+v+9DY+OJSbxpCEkMwbK1DtNIw5s3xZWFIS9mSxO4/II2qjtK0PDvVjfmPyTJkStziuTS5/+yCEv70fxB/fy/7cKawweEZ5C/HQHFO+rE8WUC5IsaAMZcoQQgpfRFKzlikDAOctbcIzH2Q/KDMQkVGaZjmv8RJ5DjUlbrR0p34u7Q9LeGTjQXQGIqgpcaPcO75NFQBwuD+M+rLM9MdZMa0Kr+/pGtcG13cP9OLdA70A9E0elClDJirvQZmOjg7U1dWN+P7g4OCovQkIIcROwnLiHTjj3TX9wJv7sXpOLZotO0MYY7horgcbD0fRPpj5WqaapmFPb/qTDJEHIlS+bFzoNEgIsQf9YMUx5sDyZQq8LucFZQDYKjejJxhFld+V9Ocl48g8bh9U8ej2EB76cA2e3xvO+ntWD8qMkikDDYqtXo3kzKCMSEEZQog9ZLOnDKD3POsejGY9kzgfmTIAcM7SJjz27qGUb//M+4fxh9f2oXMggpoSF0o9wrirQ3QMRFBX5h7vUBPiOYZFk8rx7jiyZX7/2j48E8t+isgqGAMCEQrKkPHLe1DmqKOOwuOPP25+bQRifvnLX2LVqlX5GhYhhGRURFKS1qRPdS3gQE8Qz35wGJcdM3XEzzjGcOWyUty/KfOZFUFZw4Nb0quzCuhjdNZSXfY5Y4mGEFIs9J4y+R5FZjm1fJkh36VPUxGVVQj86JetJe7UgjKapuG2l4P4xgllcPEMRzS48F57dhdSwspY5cuc01OmTxJQzkvwCAxh2T6ZWISQ4hWRFbj47J7nT1tQjwffasnq3whEZPhznCkDAMfPqsFLOzpSDjo9+//Zu+/4tsrrf+CfO7Qty3vF8creO4EQCHuPsvem0DJKC+2P0g2FpvBtCwVaKLSssttCy94QCCN7O9tO4hHvoa07f38odux4SfKVrnR13q9XXyX2le4jWbrjOc85Z1sLAKDVG0Ke0wKriUMgyiB+qyeE/AxtgjIAcMWicjz3zd6IthVlBfWdfuxq8aLbL+LWl9ZDlFWIVBGExED3oMyyZcvw85//HN///vchSRL+/Oc/46STTsKzzz6L+++/X+/hEUKIJobKlImUqqq4961q/PLMqQezawYqzuCRbeVQ79Y2WyYgqpThohPKlCGEpBJDZsoYtHwZAGTaTHAHtM+w1dqeVi/G5WcMu014pe3Ir+WdWgUTcjhMyg03Qz6+0op3d8fWpDhSQZmBZdjyZQpkVffbck2EM2UEKl9GyDBSIRieTuKdKQMAly0qx4fVTXHdhzckIUOHoAzHMlhQkYOVte0jbquqKvyChCnFmfhmTzvGZttgNXFR9yBr7AqgyKVN+TIAGJtjR5dfjGhxx44mD+aVZyMkKTjtz18gy27CeXPGGK6nIkkM3a/+Fi9ejK+++gp+vx/jxo3Dhx9+iMLCQnzzzTeYN2+e3sMjhBBNhER5VLVq/7ehEbPGZo04KbG03IrP9wVi3s9gApI6Yi8YurmIF4rKEOP7encb/v5ljd7DIBpgGOOdD1RVHbQnnBEUOC1o8cQ3IKGFcD8Z57DbRJIp0+UX8dJ2BTfPPTSRM7fIhF3tItoD8cvqGLF8mUEyZb7pcODPe0uR1Vu+jDJlCDmcNyThx//apPcwSB/x7ikDhAMX4b578btG8oYkOHUoXwYAVx1Zjkc/2Y2XV+2HMkxwossvIsdhwaQiJ97b0oSqvAxYTRxCUnRB/Jo2H8r6lHPXwi3HjcMPX9mAj6qH7/+zr92PqrwMqKqKcQUZ+MOFs3DBvFJIFJQhMdA9KAMAM2bMwHPPPYctW7aguroaL7zwAmbMmBGXfUmShF/84heorKyEzWZDVVUV7r33XigKXTSS+Hnmq1pc8PjXeg+D6MgbGrrGK8OgdzWhKCt4bXUdvtzV2tssrq7Dj3+vrceNx1SNuJ8JOSbs7hA1XakREBUERsiUERTAzKX+hEKyoUwZkg6W72rFC9/u03sYRAPhTBm9R0EiNSbbhvoubRdyxMO2A25MLc4cdhu7mYO/T1Bmzd4OvLRyP5rdQaiqioAg43cf7sGd87h+1ysMw+CqmQ78a1uo92eqCnx6wIRNHdpkSIXLlw39ew4qFDV5T/i/qC7BY3sKIChDj/H95ky8XJeD52dV44jMdsqUIWQILe5g1P0zSHwJsjyqihaRysswo9UTGnnDGHmD+mTKAEBuhgUPXjAT/1pTh+U7WwfdpsUdxJzffoTyXDuOm1yAP18yGyzLwMqzCAiRny9CkgyHmde8B/m88hxce1QF7n17K9xDfEef/aoWt7y0DuW5dtx4zDj86KSJAMJBN5nmlEkMdPnGut3uiLfNzBz+AjxaDzzwAJ544gk899xzmDZtGtasWYNrr70WLpcLt99+u6b7ImRfuw8WnsNnO1pRnutAXYe/X4N2kj66/CJcNtOgvztrVgleXLkf1y+pxN+/rIWiqqjv9OOPH+7EZQvL8Minu/D0NQtgGqGeOhCeXJiYa8LebgnjsgffX7QC0sjlywRJhYUf+cKIZQBZMe6qY0JI9GQ5vY4JBksk6YdlQeUbUsjYHDv2t/v1HsaIatt8qMxzDLsNwzAIiDIURUVDVwCPfbYbZ88qwa//txVV+Q58vK0Zl84rxrzCgeVVji6z4JUtXoRgx5FFKho9HNa1c/BJPGbmjD5oNWKmDBTISZop86ddhZAPBozu3DwWj87a3+/3QZnBP+tysaHbjodn7IdJDAEBFVaejXrlMyHpoM0r0Ir6JOMJSrCb4x+UOXJcLj7b0YKLF5TF5fmHWwSaCGNz7Pje0nFDZuDubvHCZTPhrFklGJNlw5jZYwDgYPmyyM8XrZ4Q8p3a9ZPp66jxeThhciG6/SIyrQPnUprcIcwvz8b0Ma5+pW15jqGeMiQmunxjs7KyRoxqqqoKhmEgy9pezH3zzTc455xzcMYZZwAAKioq8PLLL2PNmjWa7ocQAPjTRzuxdl8n7jp1Mlw2E97f0oTvRpDtQIxFUVSsqu3AuILBJxTOmlmCn/93M674+0rkZpjx8MWzwTAMLpg3Fk99WYP/3nIU8qJoZFfhMmFfl6hdUCaCnjJBWYUlgkwZp5mFV1DgGm7JKOmVnFM0hGhLUlTwbFIkb5NRMmJPGSMrz7Hj+mdXY1pJJuZX5Og9nEGpqgpZUcFHsDDlskVluPqZVXAHRPz5kjmoyHPg3Dlj8NBHO3H3aVNwXFUGsG9gVh7HMnjgOAce/oTBk7vscJoZXDchhD9XW6Gqo89aDclAlnno33NJWr5MUYHNbhuembcXqgpcv76i3+9VFbh1YxkmZITwpxl16NuSwWJiqHwZIYNo84YoKJNkNtd34+IFY+O+n1OnFeO7z6/BRfPHap7lAYSDMg6zfkEZALCbeTQMkYFb2+7DHy6cNWCRhc3MIShFfr5o8YRQEKegDHAw83aIzJ36Tj+evW7hgF6DHMvSoiQSE12+sZ999pkeuwUALFmyBE888QR27tyJiRMnYuPGjVixYgUefvjhIR8TCoUQCh1KM4wm04ekt+6AiCevnI/JRU40uYP4YGt8m7uR5PTQxzvx2Ge78fQ18wf9PcsyWHbezN5gdI+yXDt++53pUe+vPIvHh3u0W/nqlxQED678EGUVT6ztxinj7JiYe2iGISSpiGSBUaaFRXeIgjKRiscFOyHJRlIU8AYrfxiupz34azLm1zp8jmAZhm5KU0hlngP/vH4R3t/SlLRBme1NHlTmDd9Pr8eZM0tw5sySftdTDMPgjpMnhTcQhr42MnMMTivy4VyrDJMpvKgl26yiS2CQbRndZzqcKTP0hBMLtTcbJZm4RQ7Z5nBJuHC/qEOZfp0ih/1+M8rsAu6aOPD+xm7i4BdGbphMSLpp84YgyRSwTCa1bb4R+7ZqwWbmMK0kE1sb3Zg+xqX58ydDDzzbMAGNXc1eHDUub8DPrXx0mTIt7hAKMuMdlBn8/OUNDV4ijmcZCraSmOgSlFm6dKkeuwUA3HXXXeju7sbkyZPBcRxkWcb999+PSy+9dMjHLFu2DPfcc08CR0mMwBeS4LDwmFoSLsFXmGlFszv5m6kSbf1rTV1vjdShypf10GoCviiDwwGvdlmGQVGFoqpQVRVrDoRg5hh8sT/YLygTlFTYTCOvYrVwDGjhZOSSb4qGEO3JigreYOXLJAO+pkiwDANRpYN8qmAYBgsrc/DMV3v1HsqQ/ruhAWfPLonqMZpdT9kVHAiwyLaM7poqJGOE8mUqlORo9dpPm8Ajz3zotU/PDODOLaVoDJjBsyoYAH+cUTfoY00cA4lKuRAyQJsnRN+NJMQm6JrtmIn5+GZPuyZBGVlRcdM/1+LvV4cXfiZDorLdzA3aH6axK4DlO1vx67OmDvid1cQiEFX5siBKs+PXEsBm5gd9DSt2tYEd4vqC56inDImNLkGZTZs2Yfr06WBZFps2bRp225kzZ2q671dffRUvvPACXnrpJUybNg0bNmzAD3/4Q5SUlODqq68e9DF333037rjjjt5/u91ujB0b//RGktr2d/hR1qd/DMcySXGiJInz+Y4WrNjdhocumo2/r6gFl6DyPNzB8jGHZ97ESlDCwRSvqGJ9UwjnT3Hgb2vd/Z7fJyqwm0beV89KSxIZY66oJ6Q/SVYTdjOcKOFyS8Z6TZFgmXDJI5I6TBybtCXnZEXF1gY3fnrqZF32X2xT0BRgMTVrdEGZcKbM0L/nGAVKEmbKtAs8cs2HVgvfNq4Fm7ttmOQMIoNP7sknRVHhCUrItGnfDJqQ0Wj1CpAMMHm7fGcrJhZmoNhl03soKWV6iQuvrRk8mB2tTr+Aj7c1a/JcWhmq9Nfv39uO/3fKpEGPx1YTh1AUqzZbPCHMKcse1TiHM9hrkGQF//fhDjx4/uDz05QpQ2KlS1Bm9uzZaGpqQkFBAWbPDvdOUAe5GYhHT5mf/OQn+OlPf4pLLrkEADBjxgzs27cPy5YtGzIoY7FYYLHELz2OGFNdhx9jD4vg0z2BsbV5Q1j27nZ0+QWoAHIcZjxw/kywLIPqe0+BPYE1XnNsHDqDCnJsoy8TJsoqTqyy44GvOuGysCh08BiXbcLWVgHTC8LHRr+oRhyUSdbJn2TEUK4MSQPGzJRRDPeahneoVJSRjvHDlaEzkmR4haqqYsXuNrR6QjhxaiEyrSa8tbERx07K121SvcimYE3b6K/dwkGZ4TNl5KT4K/TXelhQxsyqmJetXXlcrXywtQkfbm2G08rDL0jo8ImQFAUumwlZNhPuOSf6UsCExEuHLwTnIA3EU81tL63DLceNx01Lx+k9lFEJLzJM3P5cdhO8QW1KO7Z7BQCH+nEnw1yTzcwhIPZ/fbKiwh0UcdqM4kEfYzUlYfmyw8ZTfcCNo8fnYVKRc9DHcCxLGXAkJroEZWpra5Gfn9/734nk9/vBHrZaneM4KAZYrUCSS2NXAJUJqE1KkoMgKfjhKxvwizOnYHJR5oDfJzIgAwDlLh77uiVNgjKCrOLoMivOnGCHlQ9f7Z063o6Xt3j7BGUUZJhHzgRi0dN5gBBCwkRF/xrYWpMVNWHZkcmhp6cMBl1olapCkgJrBKU5yeit2deJ19bUY2FlDm5+YR0q8uzY2+bH09cs0G1MxTYVBwKj//sHRyhfxkFNykyZzd02nFvSpfcwhhWSZDz/zV788cLZCIgyvEEJ4wocvdfd1z+7WucREtKfrKgwGSCT1mU3oSsg6j2MUXMHJWQmWZAs0moX7d5w3+vugIgsu3mErRPDbuYHZJnsbfehapjecNGWL2v3Cch1xC8oYzNx6PQL/X62sb4bs8dmDfkYnqWeiiQ2ugRlzj33XHzyySfIzs7Gc889hx//+Mew2+NXE7Cvs846C/fffz/Kysowbdo0rF+/Hn/6059w3XXXJWT/JH00dgexZMLARmbEmP6xohYXzi8dNCCjh3w7hza/NpmGkqLCxDLI6lN7I9fGoSMgQ1FVsAwDv6iiwEHly7SWDCueCIk3WVFg4ow18Z3OPWWM1L84IMqwmUa/uCHZcSwDUdbvexiSZDz88U788cLZKHJZcemCsWjsCqI4y6rrscFpUuERR/89DsoMLMN8jFhGSbpMmXu2FaMhaMbEjNj7YTJMONssnuUptzR0Y1FlLopc1rjtgxCtBEUZihpewJDqXDYTug0QlKnr8Cf8+GEzc739hwfzw1c3YHJRJr5/7PBZSG0+AXkZZnQHRDgsfFIscLKZBvaU2dfuQ2W+Y8jHmHkWYhQXj7KixPW12s08GroC/X62r82HxeNyh3wMzzGGKEtIEk+Xq9xt27bB5/MBAO655x54vd6E7fvRRx/FBRdcgJtvvhlTpkzBj3/8Y9x000347W9/m7AxkPTQ2BUYUGOVZRhIRpqtIADCf+s1eztw9qzoGtHGU5aVRXdIm8+aIGPQFV0zCsxYdyC8QscvKrBHsJo4XNpGk2ERQgxCko2XKSPJKjgDrISNXPi1cqyxypcFRBk2s/GDMpk2EzwalVOJxbNf7cXFC8p6J8Z4jkVZrl33YK1WCyNEBRiuwisHFUoSBWX8EoPmkAlPztk3qsljh4WHV4jv52pns3fIcjKEJJNbXlqHG/+5FpctLNN7KJrIspkNEZT5qLoZJ0wpSOg+K3Id2NM69ByorKh4/PPdeOSTXcM+z9sbG7F4XB48QQm+kIQMi/4ZP4NdB+5t86Mid+hF+CaWhSBFdu3oF6S4X5fZBukpU9fpR2n20P2TOMqUITHSrafMtddeiyVLlkBVVfzhD39ARsbg6Wy/+tWvNN230+nEww8/jIcffljT5yXkcH5BHrD6wXawPmWmwVYEp7snlu/Bj06amFSNRF1WFt1BbYIyoqJisMpkJ1bZ8ZfV3ZhfYo24pwyVL4uOkSY3CRmKUXvKmAz2miLBGKx8WUBIj0wZp5WHOyAixxF9+ZNnv6rF6TOLUeCMfaXxtzXtupYpG46F6yk/NrrnGe4SkYUKRU2ee4O9fgsqHaFRP09hphUt7mBcSwPVtHqxoGJs3J6fEK2ERBnPX7cQAPDK6v06j2b07GYO/pB+wXyt7GjyjJiRorUTphTgw63NmFmaNeB3iqLCE5Tw2+9Mx2tr6gBMGLCNJCv4bEcrVAAzxrjgDUnwBCVkDJeSmUCHXwau3d+J78wZM+T24WzKyK4dtx3wxL0ySbbdhE7fofJloqwgICqw8EO/vzzLQqSeMiQGulz9Pfvss8jNzcXbb78NhmHw3nvv4Y033hjwv//+9796DI+QuLGbB6ZzktTmDUmo6/Bj+hiX3kPpx2Vh0aVVUEYevPax08wi28pif7eI9oCCbGskmTIUaIgGvVUkHVBPmdTWNwjDGiwbMijKsKZBUCbLZkZdZ2wN3D/a1ozN9d0x77uxKwAVSKqFLX3lWxW0BeP7XWYZFcmUR7+x244q++iDMiUuKxq6Yi9/FondLV6U5QxdFidJP1YkzQQEGRaDnUs4loER5qBDUuLP8zNLs7C1cfDz5tubD2BrYzfOmT0GOQ4L3MGB2Ujf1nTgu8+vwZQiJzKsPLxBCd5hyqHp6Zs97ci2m2Ja9DGY6sZuTCuJb1CmyGXFAfehc9dfPtuNC+eVDvsYnqNMGRIbXe4WJ02ahFdeeQWrV6+Gqqr45JNPsH79+gH/W7dunR7DI2TURHnwOpc2E09BGYP57/oGnDt3+JO0Hqw8i5BGV8riwZ4ygzl9ggPv7vZDkFVY+ciCMhRoiFw6v1V+QcJXu9v0HgZJAFlRwBssg1RSVPBpUr6sb+A+HJQxzpErXcqXXTi/FG+sb4jpsfs7/Nje5Il537/63xb8v1Mmx/z4eMsxq+gIje67PFJggIUKRYPbclFhcHvNfDzRPCnmay1VBd5qcuHM4tgDbT1KsmxoPKwuv5bavSG4bCaYh7n+NNDhiKSwr3a3IT8jfo3J9WCEzNigKA+b/RAvHMvAauL6BVxkRcU/VtTi3re24j/fXwwAmFiQgV3N/cucBQQZb29qxPlzS3HZonJkWHh4QxKCSdQDzxOS8L8N4WuKD7Y24ZrFFSM+JtKPUiJKVtrNPL7Z045tB9xQFBVr93XizJnFwz6GZxlIFJQhMdD9DlhRFBQUJLaGIyHx1tQdRPEgDePsg9SnJKlLVVW8v6UJp04r0nsocSUpwFD3u2MzeQiyCr8Y2RpPKl8WHSNNbkZrZW0HLv/7Sr2HQRJAko1Xvkw2YPbPUCTlUIN4loGhMmXSpXxZboYZQTH669PdLV7MK8uOOSizZm8HxhVkYGqcV72ORo5FGXVQZiQsFMjq6PexNZCFOY4OZLASPvLEVtKrLmDGOEcIFnb0X+RJRU5sbhh9cOdwQVGGLyRh3f4uzK/I0fz5CdHaDc+vgT/O/ZUSTZBU3ft+jVZNqw9VwzSgj6fjJhVg+Y5WAECzO4hxP3sXH1c3408XzUZZTrj/yphsGw50HwpsN7uDOPrBT5GbYcYfL5qFIpcVGVYenpCEkKTAEkF/10TwBCXc81Y1fvbGZoiygnH5g7eqiEWbN4R8Z/wDnB0+Ab97dxtu/OcanDmzeMRs3nBPmWTKeSWpIiny2/bs2YOHH34Y27ZtA8MwmDJlCm6//XaMG5fY2o6EaOVAdxDFroGNwGxmDgHRWBdk6Wz13k7MHps17Ao9oxjuQuSmeS5saRGG/H3/5zHWhF28pXFMRtem0ySxjBjAEGXFcIGmoYjSoawghmFSfuVsX4EkWnkaT2aOhSBFP5nwwdYmXLKwDE9+URPTft/d3ISLFiRftnFfORYVezzx/QxwjAoFozterPdm469Nk/DjMVtRznfjJ/vm4+zQAZRE2c6lQ+CQb9Hm/Fue60BdR2xl8YDw4qee609BUvDrN7di2wE3NtR1YenEfIzJtuH6JZXDPgfPMRBlJeUnj0nqOvuxFVg8Lhf3nztD76FoTAWb4vUBd7V4MLEwvlkXQ5lSnImPtzUDALr8Ik6bXoT/u3AWMvqUICvKtKL6gBtA+Hh46VPf4kcnTcTli8p7t3FawuXLQtLwPU8S6a1bj0JdZwCPfrILf7p4dkSPifSjJMqJeZ277z8NH1U3o74zgIsXlI24PfWUIbHS/erkgw8+wNSpU7Fq1SrMnDkT06dPx8qVKzFt2jR89NFHeg+PkJg0dgVQkkWZMkb30sp9uHTRyCdpvfAsNEmjHWl+zcIxmFcc2YqV8ITdqIeURtL3zXIHRKoFnyZEhTJlUpmoKDCxfTNljHPcCooyrGlQvizWfi4b6rrCi1M4NupMm3ZvCLVtXkzSaUIsUvlWBS3BeGfKqFFnynTLZrRIhxaAPXpgMu4p24hJNg9MrIrLc3bi7/ujz+T2yRwcnHarfUuzYythtuy9bfjjhzt7//3E8j0Yl+/Ak1fNwzPXLIAgKZBldcQV2DYTh0AMWWCEaGFVbQdYhsFvzp5m0MBgap/vdzV7Mb5AuyyOaJTl2rG33QcA8IZETB/j6heQAcK9TZq6w71NPtnWgnll2ThzZkm/bVw2E7oCAkKiDEuSLBTlORaVeY6IAzLJiOdYnDajGN89piqi7TnWWIuSSOLoninz05/+FD/60Y/w+9//fsDP77rrLpx00kk6jYyQ2DV0BbCwcmA6PQVljKPVE4IoqxiTNTAjKlm4LCy6gwpy7ckzoRQuX0YXLJFK56wiT1CCMwkbVhLtSbICjk2OG0mtSErql/WIlCgrMPEHe8qwDGQDVW8ICDJyDdYHQEuSrMBq4jCxMAO7W7yYPsYV8WNX7+3AydOKYg4IJUqhVUVzIPbvsqxixBwYDiqkCDJl1vvzEVI5HOFowutdE/CPjulY6tgHibVhSWYLSsyHgh+z7W340j0FG7ttmOWKPCjilVhk8Nrdq0wuysTOZg9KorheVhQVr62uw3kHeza+vakRdR1+PHjBTDAMg4LJVkwpzkRBBCVsKvIc+PPHu/DLM6fG/BoIicWq2g5c9tS3uGThWN2yMcjw9rR6NS2tFQ2XzdRbFcAbkuG0DrznKcmyYW+7H1/vacMzX9fib1fOHxC4yXGY0eEVkqp8GSEkcrrPdmzbtg2vvfbagJ9fd911ePjhhxM/IEI00B0QkW03D/i51cQhQEEZQ/jv+gacP2+M3sMYVrGTR4NHGnVQRsv5EipfFp10XnDjCYrItEVZd4WkHFFW4A6KsBrsRjKdMmXCPYF6MmUYQ2TKvLp6PxaPy0ub8mWxCAgybAeziKryM1DT5osqKLN8Zxu+tzSyFah64tjRXbeEZMAywkeIZRQoEWTKPN85DQ5WxMeectQILvy3/A34ZAY2RyayzQOjoT8dX4c7qsfhmXl7YY6wR4xPZuHgtYusOq08fKHo7n3+vbYex0zM782++mBrM3537vR+AbyiQXp3Dub2EyZQfzqii4+qm/D+D49BVd7gPUv6ludLXak9fkFSes9jevIGpQHBFiA8d1TksuCf3+zD369aMOhYs+xmdPpFhCQF9iR4LfEUFOW0KBtP0ovun+j8/Hxs2LBhwM83bNiAgoKCxA+IEA14guKgqx3sZp4yZQzii12tOHpCvt7DGFZlFo/artHXBddyfi3l7z0SLJ3ToN1BEU4rBWWMzh0QUZplN1wAMhyoSI8DXrhfw8FMGcYYx627/rMZq/d2hIMyZt1vl5LS3nYfynPDk40umwndATHix/pCEg50B3ofn+zYUSwoCcoMrNzwD+agQh5hclNSGUgqg3uLvsLRGfW4OW8j8vgAKszdyOEH7+uXY5ZxcWkHnqiN/HrVJ2lbvsxu5uGLosH5p9ub8f/+swnnzy1FQ1cAnqCIxq5AzNcDDMPAZTMhJNH9F0msJncIRS4r2EGuBVK5/4QgKZj48/cgpOj4k4nLZkKXX4A3JMIxRHWA354zHY9fMW/I4FFP2ayQlDzly+JlV7MX43XKbCIkXnTPlPnud7+LG2+8ETU1NVi8eDEYhsGKFSvwwAMP4M4779R7eITExB2UhgjKUF1jI6hudGNCgTPpS9NUZJnwaW30dbzjiQVlykQjnd+roKjAZrDsCTKQKKsw86whJvL7SqdMGVE+VKotnCmj84A0YuZZ+EMyrJQpM6i9bT5UHgyqZNpMcB9sRhyJV1fX4cJ5Y+M1NM25TCq6BAY5lug/3OFMmeEfx0KFMsxaSUllcE/TkTjZuQ8sAyzNaAj/IoLYyVlF3bh1Yxl2eS2YkBEacXuty5dlWHgc6I7sWjQoynjqi1ps/NXJyLTxeG1NHc54ZAXuOnXyqMaQZQ8HDQuc9F0mieMPDZ79AAA8x0BSFJj1XyMdFVlRsbK2HYKs4EBXAOW5dr2HFDNZUQcNmCXSrFIX3t50AEFRxtjswd/LSLOpQqICC5+6x7hIbgM+rG7CjCgycglJBbqfBX75y1/iV7/6FR599FEsXboUxxxzDB577DH85je/wc9//nO9h0dITILC4OUubGYOgShWi5Hk9GF1E86YGX3z1ERzmll4heSaHWMYxnAr4uMpnfvvhKTUvrkgkRFlBRaeNdwnXVSUtMqU4TljlS8DwtlO3pAEpyU9Mvai/bPVtvtQkRdbpsxXu9tw6vTkv47qkWtV0R6K7fsczpQZfhuWUSAPU77s9a4JWGBvwlmumqj3zzDALyc34p7tJQjKI78Gn8xqmyljibyf5o4mDxZW5sBlN4FhGDx22Vw8fc0CnDGzeFRjcNnM6PZH/vkkZLS6/SKCw2RnmbjkyZRp8QSx5IFPIUXQEO6RT3bh5hfX4aL5pajvDABgoKToSox2bwh5GQPLzSfSJQvL8Mb6BnxU3YysQUrfR8ph4dHsDhq+p8ym+m6cNLVQ72EMySCXvyTBdP3WSpKE559/Hpdeeinq6+vR3d2N7u5u1NfX4/bbbzdAjU2Szgb7/NrNkd+YkOS1/YAH00pSY5WGiQNCSXLRD4QnB5JnNCkgjd+skCgb/uaCAMLBRuFGmcjvIctqb6BiMEbKDBJlBeaD5ctSvW+YrKi9q/o9QRG+kATHSA1B0lRNqw9V+YeCMu4ogjIqkFKZZPkWBS3B2M5HkZYvU4YpX/aFrxRnZNbGtH8AKLJKuLGiFXdtLcVIl4RukYPTpN29isPMwxeKbEFaY1cApdm2fj8bXzD6UjVZdhO6ovh8EhKp219Zj+1NA7MEn/16L65fUjnk46wmNilK6kmygh+9ugHzyrOxvq5r2G031HVhT6sXm359Mk6dXoSZpS5YeBZCBMGcZFTXGcCYLNvIG8aR1cT1BhmmFDtjfp75Fdn4tqY9pcuXMQyGDfB1+gTkOMxJPUecxEMjSUzXby3P8/j+97+PUCicSu10OuF0xn4wIiTZ2U3UU8YIQlLqlDMpd/HY3508N6Lh8mUpPGOXYKk8uTla4UyZ1L25IJERDv6djfZZl4YpX8YyDGQDvWBJUftlyiR7wOnRT3bh71/W9FsV3OIJ4sOtTbjmmVV49NPdOGp8LjwhCd6QNGSdd6MxcSwEKfLJtfAqYwsAINPGR5wp0+wOwppiAfdJLhnbumK77gvKiCBTRoUyRKaMpDKwsSI4ZnTfq2PyvFia58HVaytxx+axeGRPAa5YU4l/7s/pd/w9EDKhyKLddWM0C9LqOv0Yk639JGm23YQO3+B9dwiJVX2nH3Udfry8cv+A322o68SxE4fuj2w1cQgK+gczVu3twKLKXNywpAqfbm8ZcjtZUfHYp7vw/06ZDIZhcPzkQrx605EwcQzEFAzKdPgErN3XgXFJ0J/kxqOr8NJ3jxhVsCEvw4ImdzBl5icGY+JYiMrQn6VVezswpywrcQMiJEF0v8tYtGgR1q9fj/Lycr2HQkZJVVXIyvArQ9NduHwZBWVSWZs3hByHRe9hRGxynhmbmwVMyIktJVpVVU1XfTAMpfZGI53Llylq+vTkSGeirMDMs4YL1sqKOmT5Mo5lIKuq/hfhGhHlQ6XaWBZJHXDa2ezB7lYvFlXm4tKnvoXdzCMoysh3WrCwMgf3nD0NVfkZ2NnswRvrG3qDhumgNNuG/R3+iDITAoLcr6+ehecQjLBn4iOf7MINR1fFPE49lGco2OPhoKrRr4QNyQys7MiZMvIQmTIdkhU53Mi9YCJxXkkXCiwSbJwCr8Ti+5UteLEuF1esqcSJBW64eBnNQRO0jJllWHh4I8iUaeoO4ukVe/HWbUu02/lBRS4b9rb5NH9ekt7eWNeAO0+ehCeW7zl4vxT+DvcsTBiuX4nNxMEv6lvSfEtDN/7y2W786aLZyM+w4MEPtg+63f82NODV1XW4ZGEZyg7rIWPmk6cMWzSe+rIGj3++Bx/fsVTvoWjS1ybTakKrJ5TS1ys2U3iebLDS1bKi4pmvavHYZXN1GFnkDHYrQxJE9/vBm2++GXfeeSfq6+sxb948OByOfr+fOXOmTiMj0Vqxuw0b67pw6/ET9B5K0sq08djf4YeSBI3lSGy2NroxfUym3sOI2PQCM97Y7kOBI4AlZdGvPpQUQMvrOwZpXZEraul8cccyDIZZMEUMItxThou4vE2qkBRl2EwZI323RVmF+eCJgmOYpM168gsS7nlrKx66eDYKnFZctqgMQLhMmdPav29Mlt2E5u4ggMib7Ka6cQUZqGn1RhSUeX/rARwzMb/fzzg2nGljHuGioaErgDljs0Yz1IRjGeCIfBHvNZhweml0WSThTJnhvxQslCHLl7XLNuRygaj2OZwlud5+/76mvB0XjunEtx0ONAZN4EcIIEXLbuHgDY58fP9oWzN++53pyHdqv/BpTJYVX+1u0/x5SXpbWduBW44bj4+qm7Gn1YvxBeGKL2v2dY54HO2ZgNaLKCu4/51t+Ovlc5HtCC/cK3ZZ0dgVQMnBkl5f7W7DE8v3QJJVvHjDokHnLqLNsNSbqqoQZRVbGrrxxBXzNCmPmAwybTwUFYP2NE4VmQd70x3eW+fH/9qIVk8Is0qzerNzCTES3UOpF198MWpra/GDH/wARx11FGbPno05c+b0/j9JHUvG52HDCLVI00FwmD4IFp5DvtMCf4SrCUny2dLQjeljUqOfDBCeIPvJ4iysboxtlaWgqDBpGEBM9X4DiWa07IFosEx6v/50IUgqrCbWcFlhkqyCZwe/FmBZg5Uvk5Xe18okcfmy//fvTbhsYTkKnNZ+Pz88IAMABU4rOv3CsI2ajaYqz4E9rcNnEzR0BdDtF/H6ugZcMK+03++mlmSi+sDA3gp9BUUZVp5LyUDXSSUiNnZEv54x3FNm+G04RoWsDn686JCsyOWDUe83Gg5ewQkFHlxZ1oHXF+3R9LktPDdiz4mgKOOTbc2YVBifMuYlWTbUd/rj8twkPXX6BBQ4LWBZBsdPLsCJf/qitx/GI5/swq3HDb9I1WbmENBxPmBjXReOqMrtDcgAwLGTCnDcHz7vPYf/5bPduPu0KXjg/JlDLiY1cWzKlC9TVRXffX4trn56FfKdFpw6vUjvIWkm8+B1TG4KBy1cB4Myh2vxhLB8Zytmp9hiDkIipXumTG1t7E0LSXIJ32Cl3k2W1jr9woAIf18cy9BEYwrbdsCNqxdX6D2MqDhMLAJSbJ85UVZ7GzhrIRX6DSSTdH6n2CRecU+005MpY7S/dbic6+DHTp5lIBnoBYuy0vtakzWYurfNB6eVxxkziyN+zIzSLDz/zd74DSrJjCvIwL/X1g/6u7v+vQkVeQ68uHIfTppaCJuJG1C7fm5ZFu54dQNev3kxXDbToIGXnc0eTCxKzf6hdj6c9RKtoMLAwg0/aclCHZApo6rAHY3HIqBw+EnBmuh3nETYgw2ch5rYfWL5Hny+ozUu/WQAwG7mIUgqOn1Cv0loQmK1vcmDSQePZYvH5eLYSfnY1+FHabYNNhMHl31gsL8vmznyko9t3hCa3UFMK9FuUeAXu9pw7KT+2Y4nTCnArLFZaPWEYDOHF5JOLRm+OoSFZ0cMuiaLl1fVYX5FNr63dJzeQ9Fcpi38eUvlss9Z9oFBmW9r2rGnxYvz5ozBCVMKdRpZ5PiDPZZM1M6BREHXoIzH48HOnTshiiIWLlyIvLw8PYdDNJF8N+KJ1ukTkT3MhRhz8MaEpCa/ICMjTZr+AoCoYMi+CLFgACh0nIhcGr9V4fm8NH4D0oQgKbCYjNdTRhqmpwzPMv2azKe6cPA+fAOarMHUFk8IFbmOkTfsY87YLATFsXEaUfLJdZjR5h08q/aN9Q29E2//XlOPqxYP7AW6eFweJhY6Me++jyErKj778bGozOv/nm874MbU4tQMysQqJGPkTBkoUNT+xwufYgIHBfcWrUSBSbvyZXo4YUohbn15HR67dO6AwMz+dj8+2NqMmt+dHtfSznPKsrCn1Yv5jpy47YOkjw11XZg1Nhwk4TkWp88oxsa6LvAsg2KXdYRH95Qvi+w64P53tmHbATfeu/1ozbIMN9R14QfHj+/3MwvP4fTpRdhQ14WyXDvGZI0cJE2F8mVt3hA+rm7Ge1sO4LlrF+o9nLhwWlN/bmKwTJl3Nh3A786bgaWHlUtNVjZTOAOOgjIkGrp9WjZt2oTJkyfj1FNPxZlnnonx48fj448/1ms4hGimyy8ge5hMmWSdsCAjkxUVbAqW3ABiz2ELT7ZpOA4mvfukRMtoE9XRSOOXnlZEWYGZYw3395aH6Slj4llDZcpISt9MmeTMBvYERWREOWlx3OQC/Oz0KXEaUfJhGAZOqwktnv6lslRVxbg+dfc9IQl3nDRpwOPNPIvHr5iL+74zHUC41+Thth3wYEpx6vTlO1ws11Lh8mXDfyc4RoV02G15i2RDudmd8gEZALh0YRlmlWbhl//bgk+2NQMAuv3hybeXV+/Hd4+ujHuvzdJsG+qohBnRyLr9nZhblt377zNmFOM/6+px9IOfDcgiHEzP5G0kPEER58weg1dX18U83r52t3hQkWsHP8jE8XfmjMErq+tw6sNfDlra83B9y5clayWEnU0evLamDmfMKDZsT18Tx2LDr07Sexij0hOUWbGrDWc88iUAoLErgCXjU2fhvs3MIahjryiSmnQLyvz0pz9FWVkZvvzyS6xZswZLly7FrbfeqtdwCNFMp18cNijDJemEBRlZQ2cApXEqrRBvscaSBHno1d6xYCkoE5V0fa9Ckjxk6SdiLIIczpRJ1pv5WIUzZQa/zDaxTNKvLI2GKKm9qwKTNfDuDUlpleUaq+/MKcFDH+3Cil3hgMqdr23Ege4gZpW68NfL5+Kes6fBZuKGDDgyDINz54zBQxfPQqt7YB+UPa1ejM22x/U1JJugDFhGCMqYIEM6rKdMq2RHHp/6AZkeNx5ThcsXleOf3+7DJ9uaMeveD/Hr/23B6+vqcc7sMXHff0WuA1/tbo/7fojxibICRVH7BV8cFh6ZVhOmFmfipgjKY1mj7Clz7VEV+HxHa0zjPdzafZ1YPC530N9l2c0QZQULK3Jw2cKyEZ/LzB8KypzxyAp8tr1FkzFqqc0n4KojK3BJBK8nlQ1XPj8VFLtsaOgM4LU1dbCbOUhyuLZGKpVks0YRbCWkh253J2vWrMG7776L+fPnAwCefvppFBQUwOv1IiMjY4RHE5K8Ov0CSrKGTltmWSpflqr2tHr7rRZNNYoafaaPpEDTnjLh8mUkUul6pKjvDKA024597cM3nSapT5RVWA3YU0aS1SFvJHnOWJkyoqLA1JMpwzKQk/C1eYJSRKVY0t0xE/Jx3zvbsL/Dh/JcO/6zrh4MA8wsdeH0GeF+PCP11bOaOBw1Lg8razp6f7aqtgMFTgvKcuwpvVKZZQBZBaK5LApnygy/Dc8oA4Iyf2mbjZvzNkQ/yCTFMAymlmTimsUVuOaZ1bhgXimmlbjwo5MmJmTSbWapC82DBAoJida/1tQP2t/i12dNhaICORH0LbKZoltRbzVxmvVu2dzQPWxflQcvmAmOZUbsiwMAJo5BSFLQ4gmi+oAbrUOUwNRThzeU0vfv6WJCYQZ2NnuhqiomFTmxam9Hb2ncVGGPMthKCKBjpkxbWxvKyg5Fq3Nzc2G329Haqs0KAKKX1L3R0kqXXxh2pQKVL0tdu1u8GJcXXU36ZMGzQCzX8oKs9k62aYFhmKRcRZ2s0jWrbn+7H+W56bWaOl2JsoF7ygxx7OQ5g/WUkZTerCCWSc7jlicoRV2+LB3xHIt3f3A07GYej326Gw9eMBMfb2vGeXNLo3qe3AwL1u3vREgKT0783wfb8YcPd/Qr95OKTGy41140IilfxjNKv/JlXbIFZWYPjnA0xTLMpHbspAJs/NXJ+MOFs3DRgrEJW93NMAwsfGpN8JHk9On2Zlw4f+AxsSDTiqII+skA0ZUv632MmRvQcyMWDZ2BYRcpFLtsKHBG9jrCmTIq1u3rxOWLytDYNXJ2331vV2Ptvs6Ixzta7T4hokAZ0ZeJY+G08mjzhmDhOVz21EpNPu+JFO4VRUEZEh3d7k4YhoHH44HVGj7gq6ra+zO32927XWZm6tYdJulppPJlLMNATsIJC710+0XsafOmxI36zmYPzp0b/xIL8cCzDCQl+gCLqKgwaXgPS+XLBmrzhnCgK4gZpa4Bv0vX92pfuw8VKRoAJdERJOP2lBmq9KOJDU9iGEX43BI+UXBJuvDEGxKpfFmErCYOVfkOvLe5CcvOm4HJRc6o3zuOZTCx0Ik1eztx1Pg8mHkW6/Z14udnpHaPHhOrQlQwYuZLXyEZsIyUKYP+mTI7gtmYah3Yk8coIlmBT0gy6ik9OtpG3rYYVtQfP6kAP/7XRjx11fyY9ytICjiWBaNRj1QTx0KUFDS7Q5hXno0vdw1+3Nrd4sGd/9qEU6cVYWN9Fw64g5hXHv97/+pGN578ogbXHVUZ932R0Xvg/Jno9AvIz7DgluPGo8Mn6D2kqFD5MhIL3ZaLqKqKiRMnIjs7G9nZ2cjJyYHX68WcOXOQnZ2NrKwsZGcn/yQtIYfr9AvIHuZmg2WofFlfL6zch4v/9o3ew4hIu09AXoZF72HEJByUif5xotaZMgCUtC3KNbi/frYHN/5zzRC/Tc/3al+HHxW5FJRJB+FMGQ6qwT7rw/aU4VhIioEyZfqcJ8LZkMn1t9xc341Pt7cOu2CG9Hfz0vF48YZFYFkGM0uzYnqOyxaVYXNDN4Dw6tGv7z4Bxa7ULiEXzpSJ7ppIiaDcGc/07ymzV8hEpdk9zCMIIXrY3NAV8zGxr1hW1J8/r3TU59d1+zsxpyxrVM/Rl5ljIcjh8mVTijPR4RN6MyT7anGHcNbMYuxr9+Hm48YjIMgJ6a33YXUTXrnxCGRTpkxKMPMsCjOtYFkGOQ4zxqdY2TmbmUOQgjIkSrotGfvss8/02jWJq+S6EdeDOyAi0zpMUIal8k09QpKML3e1YkFFjt5DGZGiqCldnI9nEVMPA1EBzBrW+k7WJtB68YUkbDvgHvKiM13jtw2dAYzJTu3JOxKZkKTAZuJgoBgFAEBWhuspwxgqU0aUFfBc8pYve+brWjx22ZyIy8qQcCbDaLMZZpVm4ekVe6Eek1yfh9GIpXxZJHgokPpcZdaJThzlaNR+R2mOYZhhj82EjGRlbYcm961Wkz6Tt8t3tuL06cWaPZ+JZyHK4UyZwkwrSrNt6PAJAwLwfkGG3czj9+fPBADsa/Pho+pmnDFTu7EMZneLFzccXRXXfRDSIxxsNdgNDYk73YIyS5cu1WvXhMSVqmLYJqZUvuyQb/a044TJhVi3vxNBUYbVFEU9iASr7wxgbE7q9rjgWQZSDB+7cE8Z7cZB5cv6+2JnK86YWYzPd7RA6jOx2cPo71VQlPH0V7U4eWpRv8CUoqqjLg2R6oKijA+2NuGc2alZMjFS3QER2XZT0k3kj5YoD91TxsQxEA3UU0aSld5MmWTsm9ftFzEuP7VWWxqBw8LDZuawv8MPu9kYpeNMjHowU0bbDznP9C9f5pHNyORSq2xLKug59nJs8t5vkOS2fn+XJqWw+pYvEyQFr6+rxyULywZsJ8mKpkHErY1u/OTkSZo9n5lj4AnK6PCFK4Vk283o9IkDgzKiDEefOo4Xzh+LG55bgxOmFMTt/t8vSOjyU+lSkjg2Ewcf9ZQhUUrvGQ9CdMCxjOEmn2K1s9mDGaUuTCh0Ymezp/fnq/d2YGVNu44jG6j6gBuTipx6DyNmsWfKqDBpmSkDwDhTkaO3o9mDmaUuVOQ6sLfdN+D3RivpdLhl725Dls2Mu1/fBL8g6T2cpNLQFcDtr2zQexhx1+0XkWU3J91E/mjJytATKTzLQjJSpkyfnjLhoExyvTaNSueTGJwyrRAvr6ozTJNlE4uYFriM5PCgjF8xwc6mVoPjVMCzbEzXwoQA4QxYSVY0CSL0LV/23pYD+Onrm9HhE3DyQ8v7bReU+u+PY2Nf1NHqCSHXYR528Wi0zHy4fBkQzkTLspvQ6R8YUPaHJNj6vA6HhcfZs0vwwdYmzcZyuC92tuHU6UVxe35CDmeNoVcUIRSUISTBwuWb6IYAAA50B1HssmJSoRO7mr0AwmXC/t+/N+H5b/fpPLr+NtZ3YZYGNYT1kjQ9ZRgq39fXga4gilxWTCw69B3oy8hzB4qiYl+HH5ctKsNF88fi/S3xuzFLRelynugOiMiym2C08qeSosI0VE8ZnoVooHptoqT0BmUYNrky/MI9/Cgqo5eFlTl4ceU+TE7hRS19mVg16vJlkQQFw+XLDh0vZDDgmST6IhkEzzGQDJSlSBJrZ7MHEzU6loUXaYb/e/nOVswsdeGJ5Xuwt93fb7suvwALf+jYkGUzozsQW8D27U2NOGVaYcxjHsyEAideW1OPAme452qOw4wvdrUO2M4vyHAclrEyqzQLL63cj411XZqOqceq2g4srEz+EunEOGwmDsGDwVbZyDfxRFMUlCEaS+8bX1lRwYxw98UyDOh+IKypO4jCTCvG5thQ1xm+CN3V4kVtmw85SdaQd2eTBxMLU7f8ScyZMnJ4ZahWWApK9tPmDSHPYcHYbDvqOwMAwpkDs+75EICx36vdrV5MOFiy7ORpRfhwazOAnovY9D6XAEib84SkKIYsVScrKrihypexjKEyZSRFBX9w5S3HMEm1Er07IMJlG11vFBK7AqcVOQ4zZo3N0nsomuBZHCxfpi2OUaGodN6LNxPLGqqfF0msHU0eTC3O1Px5O30C7GYO25s8OHp8Xu/P/YKEJQ98hu1Nh6pJ5GSY0eIOxbSfFbvacMIUbYMyY3Ps+L8LZuL+c2cACM9z/G15DRq7AvAERUiyAndQhF+QYDP3zzCqyndgZW0HXltTp+mYgHDf2l0tnt77DEISwWYKZ8o0dQdx9+ub9B4OSRHGuwsmOkvvC91Ibv65JCztoRfhYEp2aZ8J6aAo46L5pfCGkqeUkayEi0gd3u8jlYQzZWIrX2bWMlMGVL6sLxXhHlSl2TbUHwxM7mnzxrwKLpWs6tMstee42ekT4AmKyLRR/Wc6T6S2voGKw/Eca6jV2oJ8KLDGsczB7JTk0OEXkOOgoIyelv/kOEyJw0SmHkwsos6UIcmD5xhIBspSJIm1rUn7UtaqqoJlGPzoxIn42emT4QlJvSW8H3hvO86YWYx276FyYEdPyMNnO1qi3k93QATHMnFZBDOx0NlbrvXU6UV47rqFWPz7T3H9c2vw0qr9eHJ5DbwhGY7DeotZTRzW/uJEBONwUN3b5se0EteIi2UJ0VJPr6i6Tj92DFIBg5DB6D7D2NzcPOTvNm2KT3SxoaEBV1xxBXJzc2G32zF79mysXbs2Lvsi6eVAdwDFLuuw27AMpTP26LlOyrab0OkLX3D6BRkTC53oGqQerV52t3j7NSFPRTyDmMqXCRqXLwtnymj2dCmv550tdlnR2B0EAPhCEspy7ACMPTG/tdGNmX1KAl5/dCX+8OEO1Lb5RjyOpoN0OE/sa/fFrcGr3mRZHbKnjIljIBro7yvJSu95IrwAIHkmPRs6AwMaDhMSq1jKl5HkYeKM1c+LJNaOJg8mFmgblOlZ0LmoKheTizKxqrYDFz/5Lb7e3YaGriAeu3QOPr5jae/2iypz8W0MfVcf/ngnrltSqeXQB2U1cVg6MR//+t6RqG5042/La7Cyth1PLN8Du3ng9Z7LZoInOHAhmqqqeOSTXTH3m9zZTFkyJPF6ekUd6A5i/yC9YgkZjO5BmRkzZuDNN98c8PM//OEPWLRokeb76+zsxFFHHQWTyYT33nsP1dXV+OMf/4isrCzN90XSz942PyryHMNuw7LUU+NwfVex+AUJdjMPC8+h258c2QIb6joxO8VLb8SeKRMutaMVhoIyg+I5tncS3heScfqMYgDGfq/avSHkZRwqU7igIgcZVh6/e3cbLllQpuPIkoOR//Y9vtrdjnNmj9F7GHEhKsrQmTIsCzGWKHmSkmS1N5OUY5mkCijuaPIYpp8J0Z+JiU/5ssMxaV55IF5MXOxN0knyafPGVsYrFr6QBLuZA6vhPRGgorEriOKsQwuRblpaheuXVOLet6vx67OmgmGYfmW/OJZBabYdb21sjHgvkqygts2HI6pyNRz78BZU5OAvl8/FXy+fi9V7O8EyQOYg1UR4ju23AK2hK4DX1tTh1pfWY8WuNry+riGm/W+s68KMUlfM4yckFhkWHu6giANdAfAcG3NQkaQX3euD3HXXXbj44otx9dVX46GHHkJHRweuvPJKbN26Fa+++qrm+3vggQcwduxYPPPMM70/q6ioGPYxoVAIodChk77b7dZ8XMQYalq9WDx++AselsqXARjYK4Njw803/YIMu5nDuAIHGrsDcNn1Lzvy5a423HP2NL2HMSrhoEz0jxNlFVouZGfAUPmyg0KS3K+MAIPw98IXkjCz1IXfnjPN0BPziqoOKAl492lTdBpN8kmH88SOJjeWjK/SexhxISsDP989TBwDb8g4R0KhT6ZMspUK2dTQjfPnleo9DGIQiShfJqmM/qsmDYrnqKeMkcy/72Ps/f0ZCdnX9iYPJhdpW4aRYRjsavFgXP6hjI67T5vSe4881Pn0uqMqcMU/VuKsWSWD/r7v4/2ChIc/3oVZfTLTE2XpxPze/66+99QRM6NX7GrDE8v34LJFZfjhiROQm2HBb97ciiuOKI963zVtPsqUIQnnspngDojY3eLFwsoctHsF2HN0n3InSU73T8idd96JE088EVdccQVmzpyJjo4OHHHEEdi0aRMKC7VtRAYAb775Jk455RRceOGFWL58OcaMGYObb74Z3/3ud4d8zLJly3DPPfdoPhZjSq6b8URbva8TNy0dN+w2LAPIaTDZNpKAKMPWp7ZsscuKxq4g/IKELLsZHJscJQYURYU3JCE3w6L3UEaFZxF7TxkNV4WFy5fp/3dNBu6A1K8HVbbDjHafAJ8gITfDDNZpgSdIK2zSVTqcJ+o7AyjNNmZpqeF6ypgMNjEoyWpc6tSP1vYmN2RFQY7DPPLGhESAY1VIUXx1YzmM7wllodLSHf0DyYhMbOyZMqqqosUTQmEmlVdNJqqqJmQxwLYDbs17Y2XbTfi2ph2XL+ofdBjp9UwodOK4SQX4bEcLWj0hrN3biTZvCCrCMzHhx6tQ1fC1yBVHlOO4SfnDPmc8fXzHMcMGZFQV8IYkPPrpLjx9zQI4LIfmB9xBMaa/Mcsk3yIRYnw9FXHavCHMKctGu0/A2IMlyQkZiu5BGQCoqqrCtGnT8J///AcAcNFFF8UlIAMANTU1ePzxx3HHHXfgZz/7GVatWoUf/OAHsFgsuOqqqwZ9zN1334077rij999utxtjx46Ny/hSn3EmGWJh5hiY+eEnJsIH6/R+n4BwDd1M66FD0PiCDOxu9cAvyBiTxcOUJHXp93X4UZE7fEm6VDCaTBlew54yDAMkUWUbXXUH+je0H1+Qgd0tXvhCMjIsPIKikuZH1PSWDEHpeFJVFYqqalwKJHkM11OG58KZoUYhDVOqTU+/fbsaf75kjt7DIAbCM0AgivJlkgpEcwmlqsDznVNxrmt3DKMjI+E5NqYFSgDQ5A7igfe242E6piSVoKj0K+8VL9sOuHGsxoGNvAwLPtnWgnvOnh71Y287YQL+vaYe5bl23HnKRORnWJI2CDF+hD48VhOHW15ch5uWVvULyACAw8zjrMdW4O3bjo54fzTPQvTkCUooz7UjL8OC9gSWWCSpS/egzFdffYUrrrgCubm52LRpE7766ivcdttteOedd/C3v/0N2dnZmu5PURTMnz8fv/vd7wAAc+bMwdatW/H4448PGZSxWCywWFJ7lTyJv0gvAMLly+I8mBTQ09iwx4RCJ9bv74KiqrCZuVHdOGnpq91tmF+h7XFID7FmyggyNM2UCa/dIsDA78CkQid2NHkO1q3mwTCCYd8sRUnMysZUZqRJ+8FsO+Ax9OoxSVHBDfEZ51ljZcoAybciVZAUOMw88lI8y5UkF55BVAtcZDX8mEjtFrKQxwUw394c/eDIiEYTEG9xhxBK4V5g7qAIp4VPumN1rAKCDADwCVJCgjINXQGMydI2s3dycSZmlrpGXNA5mDFZNtx+4gRNx6OX+8+dDk9QGvSa8JFL5+AX/92M7U3uiMvHhRe96V/+nKSnmaUuXLekElsb3XhzYyOmlmSi2GXMqgBEG7rXGjj++ONx8cUX45tvvsGUKVNwww03YP369aivr8eMGTM0319xcTGmTp3a72dTpkzB/v37Nd8XSS9BUYElguYbLIOkaoKrl25//wnpmaUurN3XCb8gwWHhkqYZ52fbW3DS1Phk7iUSzzIQYyxfpmVPmXD5Mu2eL5W5DwvKzCnLwsradnhDEjIsvKH7TwmyAnMSljtKJrF8X1PJK6v34+rFFXoPI46GzgJyWnl4QlSaMJ5q2rwoM3DQj+iDY8OBlkhJCsCzkT+gTbJhjNkbw8hIJEyjCIi3elI7KLPw/o/x2Y4WvYehmQ6/AOBQcCaefCEJVp7TPKB19qwSnDq9WNPnTEVZdvOQi3Q4lsH3lo7Dk1/URPx8bV6BFmQQ3fzizKkoybLh+MkFuHj+WPzqf1v1HhJJcrrPiHz44Yf4/e9/D5Pp0MTUuHHjsGLFCtx0002a7++oo47Cjh07+v1s586dKC+PvoEYIX35BAmOCFbqGHmiNRruYP9+GnYzD4eFw7p9XSjOtIXLbem8kjgkyWAYBhY+/iuw4i2cKRP94xQ1/JnVCkOZYr3cwf4rubLsZigKsKPJg4JMi6GzikKSAksMKwPTidEzZWrbfKjKS/3SkLHIy7CgjUoaxI2qqvi/93fgkoVUaphoi2dUSGo05cuYiMuXqQC6ZAuyODo2xIuJi700cqs3hKAY/wBAvARFBb6QjKAoY83eDr2HM2rdfhFA+P473tbu6zRE1YRUVZ7rQKdPiHj7Fk8Q+RSUITrjWAaLx+chx27G5nrqE0eGpvuMyNKlSwf9Ocuy+OUvf6n5/n70ox/h22+/xe9+9zvs3r0bL730Ep588knccsstmu8rPRkjJToWAUGG3TxyRUCWYZAErVJ0d3jpJgC4eP5YfFPTDpfdBI5jde8p0+YVUOQyxkVduKdM9FP8Wn+jjRxoiNZg34EL5pVi7f5OWE0cGANnFQmSElO5hnSSDOUb42XN3g5MLc40TBmVaOVmmKnOdJxsqu/Cy6vqUJnnGLGOPSHR4qIsXyYp0ZUv65StyOKC0Q+MRITn2JgXfMVavmztvk5c9LdvcMXfV+oe1JEVFfva/XhpVepXCAmI4cWQ/gRkyqysbccRVblx3w8ZWo4j8v4cjV1BjMmmclEkOVx5ZDk+rG7SexgkienSU+aRRx7BjTfeCKvVikceeWTI7RiGwW233abpvhcsWIA33ngDd999N+69915UVlbi4YcfxuWXX67pftKXcSeRRuIXZNgjyJThWMqUAcIT0sUua7+fLR6fh233ngoAMCVBpkxQlGE1QJYMEM6USYaF9+HyZfT5B8Kr/DLH9A/KnDi1EBt/dTIAY2fVCTIFZUai9/Evnl5cuR93nTpZ72HoxjSKiUEyvPve2YZMK48bjxmn91CIAZlYQIriqyurkZcvK+T92BHMxnw7Td7Ei4ljEIgxMNLqDcZUVnlzfRduPW48gqKMS5/6FvecPQ0zS7NiGsNoSYqKDp+AroNZJqksICjIc1rgD8U/KFPd6MYdJ02K+37I0I6ZmIe3NjbimqMqR9y2sSuAYybmJ2BUhIysMs+B2jaf3sMgSUyXoMxDDz2Eyy+/HFarFQ899NCQ28UjKAMAZ555Js4880zNn5ekN58gRRSUYRkYdqI1GoNlCQDobdbIc6zuK8WDogyrlg1VdBRrpozWGAZUvuygkb4DYIwb5hYk6ikzEr0zBePJHRBRdFhQnhAtOC08/n71Ar2HQQyKY9SoFrhIChNxpkyFqQt/aD8St+evi21wZETHTirAb97citNnRN/Ho80jDHrNNhJ3UEKmzYRjJuZjfkUOfv7GZjx+xbyon0cLkqygwyegI4pSUMnKL0jIdZjhj3P5Mr8gwcJz4IboEUcS44wZxfjeC2sjCsrUd/pRkkXXmCQ5OCw8uvwiFGXoXpMkvekSlKmtrR30vwlJZQFBhi2C8mWMgVe/R+PwJueHM3FMTCvStBSSFFhNxpg4Dgdl9B4FlS/ryx0c/jvAAIatX0bly0YWazNikhxG+uqmaeW2uKP3lcQTzyLKnjJApOsPLsmqxkU5NfQZjqPCTCuEKC+GWzxBFDitEOXYeuF5giKc1vD9YY7DjP0dfry1sRFnzSqJ+rlGw2bi4BNkiLKCLn/qBmUkWUF3QERAlJHjMMec+RQp6ieTHHiOhayoUFV1xNK3ze4Q9ZQhSeWo8XlYvrMVx00u0HsoJAnpOiMiiiKqqqpQXV2t5zAI0YQvFFmmDMdSTxkA8ASl3puUwfCs/uVdjJUpE3mPiq2t8btZYw3cJyVaI30HwuXLEjigBApJMgVlRiAlQ73BOAiKMiwGCXaPBsMwkI36BdcJlcYk8cYxMZQviyLIQgGZ5LPw/k9G9Xh3QEKm9dACnL9ePher93aMdlhRc1h4+EIS2n1C3AMZ8fTB1mYs+t0nCAgyMm2muC9gWVnTgUWV1E8mGZRm21HfGRh2m+5AOAiarj0LSXI6aWoBvtjVqvcwSJLS9a7YZDIhFArRQdNg0vWmWJAjy6qg8mVh3pAIh2WYoAzH6F6+JyQqsBgmKBN5pszLWzy9/631J5UxcKAhWoKkwDJMzyLGwP13RnrtBBAVFbwB09y7/CKy7Wa9hxF3I13aZlpNcAdSv65/MunwCchKg88W0Q/PRNefT1LCJc9I8rCYWLRF2DC8x2iuxTwhsd8CnLIcOzY3dOPZrxJbLcRpDQdlWjwhFLlsKb3wQ1JU+AUZLpsp7lUVtjZ2Y2pJZlz3QSIzfUwmNjd0D7vNv9bUYW4ZZTaR5FKVl4H97X69h0GSlO5LFW+77TY88MADkKT41gMlicEwTNqughckBaYIahQYuXl3NGRFHfb9SoYeKEFRhtUgq/mjyZTpCsbvBocFoFIBs4gwYAz7TlH5spFJsmLIGuYhyTgZiKORZTehi4Iymtrb7kNlnkPvYRAD41k1qvJlssqATnXJ5exZY/DAe9ujeoz7YGZzLLdvIVHpd85jGAav3XQkvtrTjqbuYPRPGKNsuwntPgGtnhDG52cMOP+IsoLv/XMtrvj7Slz19Cqs0SGbJxI9144BMRyUibYcXTSon0xyOWZiPj7c2jTk75fvbMXK2g6cMr0ogaMiZGQsa9x7ejJ6uvSU6WvlypX45JNP8OGHH2LGjBlwOPrfTL3++us6jYzEoicLhEX6XbyIsjJs5kcPI5ck0hLPJUH5MgNNHkaTKdMTlFFVVfNvMkPlyyIWPp7qPYr4CMkUlBnJSIHrVBWSYqvLbzRZNtPBuv4URNBKbZsfFbn0fpL44aLNlFHDjyHJ49TpRXhp1f6oHtPqCaEg0wpP0BtRT4uRmDgW588txRPL9+A3Z08b1XNFKttuRpdfgKoCec7wf+cd7Lvx6fZm/GNFLS5fVI7TZxRjT6sXd7++Gc9euwD2CPqlJhJ/8AvlFyTkZVjimimzbl8X5pVT1kWyKHbZsKfVh4c/3okfnjix3+9UVcXLK/fjl2dMxZgsm04jJGR4iqKCpSAvOYzud8VZWVk4//zzccopp6CkpAQul6vf/0hq4VgGcprOuAqyGtEkI8uC6sgDwAjT/SaWiXtK+kiCh61uS2WRZspIioqApEJUVEgKoPXLZwwcaIjWiPf0Ri9fZsCAg5ZEWe2dfDCSkJgepetG+uqW5thQ2+ZLzGDSxMfVzVhUlaP3MIiB8SwgRnFalhRQpkwSsvIsKn76zohlzHpKfDV2BZCfYYGZZxHSKDPj1OlFMHEMnl5RCyUBF8Y95YNVhAM0HT4Rqqris+0t+Oc3+/CPqxfg9BnFAIBx+Rm46Zgq/G15TdzHFbWDb1VP+TIhjveKK2vbcUQV9ZNJJqfPKB70c3mgOwinlUdZrl2HUREyspOnFuLJL5PwmEp0p/vSh2eeeUbvIRANpXv5MjOVL9MMz7HJUb7MIA2pIy0HFzqYnRQUVbBMODimpXD5MhIJxsAZh1S+bGS+kARHkq1Q1UJIkmExyHF1NI6ekI/73q7GeXNL9R6KYYiy0rvym5B44BkV0SRxhxQGZpauepLNL8+ciso8BzbXd+O4yQVDbtcTgNnX7kO+04KKPAdqWn2a9Ri569TJeOTT3Xh59X5cvqhck+ccTHgxoIo2bwgTC53ItpvQ6Rfwwsr9qG504+GL5wxYhHb85AI8+/VeTTKDtNQThOn0CSjKtGJ/R/z6NGxtdA/IyCD6+v6x4/Diyn144dt9uOKIQ9+Z2jYfJhU5dRwZIcM7d+4Y3PLiemCp3iMhyUb3u+Ljjz8eXV1dA37udrtx/PHHJ35AZFQ4hknbLBAxwnI8bBoHrqLBc4zuTSiNlikjRvB2hqTwhzMgKRAUFWaNV+qnc+C2r/CqyOHfW9bApd5CFJQZUZs3hLwM4zUtD4qDly8z2md9pDmsvAwLOv2i7uc5QkjkwlnHkV8XdYYY5JgNdnAzgLE5dhw7qQA7mz3DbtfTr6S2zY8CpwXTSjKxpXH4RuPR4DkWtxw3Du9sOoDGroBmz3u46kY3JhY64bKZIMkKSrPteO7rvfh0WzPuPWcaXHbTgMcwDIOqPEfSZXT2VFHwhiRkO8xxq6rgCYqw8Cz1k0lCH/zwGLy7+UC/agI7mjyoyqfypSR5hasEqLpXgiHJR/cZkc8//xyCIAz4eTAYxJdffqnDiMho9PSUSUeipERU/59j0zdw1UNW1BEnrCLN7IinkCQbpvdBpO9n8GBQxi+q4ZJ8mgdl0vcY0ZdflOGwDB/wYwycVRdpZmE66/AJyHYYLygTPq4O/Own0ULchDl+cgHeWN+g9zBGRVZUsEnwxxNlxZDl/khy4RhElSnTEWKQbaEJmGQ0o9SF9fu7ht2mJ1Nm1d525DstWFSZixW72qIKpo90eLTwHK49qhLL3tuO655djV/8d3PEzx2pxz7bhfPnleKxy+bi12dNw5FVuThmYj4eu2zusPeux04uwGc7WjUfz2j0TGj6QjLMPNsbONPaZztacdykobOoiH4cFh6LKnPx1qYDECQF7285gI+3NeOo8Xl6D42QYU0f48Kmeu0C+8QYdKuLsWnTpt7/rq6uRlNTU++/ZVnG+++/jzFjxugxNDIK6dzEXpAVmCKYEEjnwFUPnyAhwzL84YdnWUjR3PnGgSQbp9F2pM1pBVkFz4SDMxzLaB6UMca7OXre4MjfAYYxbqk3gUpYjUhRVfAGXKEZkgbPlDESVVUjyvy5dGEZbvznGjgsPE6eWgg+Bc83ohzZgpR46w6IcNkGrvYmREs8E+4TE6lOgUWOxahn8tSWYeGRYeVx+yvr8fMzpqDAaR2wTc+E/5YGNwqcVrjsJkwoyMA1z6wGwwAOM4+gJOOqI8tx/OTCAY+P9Fxw0tRCnDS1EH5Bwv3vbMOV/1iJYycV4MojykedVewNSWAZBuPyM/r9/HtLx4342COrcvHit/tx/ZLKUY1BSz1/k29q2mHmWIhxuldcs7cDNyypistzk9G75bhxuPGfa5Fh4XDLS+vxm7OmpkW/QpLajp6Qhy93tWJeebbeQyFJRLegzOzZs8EwDBiGGbRMmc1mw6OPPqrDyMhosCyTkGaFyUiQI5toovJNkU1ImzgGoqLv6kJRUQwzKcowTEQT/EFJhcvKwi+qMHMqtK7eFs6U0fY5U5E3JCLDOvx3wMjlywQ58kyZZKtnTkYnHXrKiBEG9M08i9+eMx1HP/gZPr5jKcYXZIz4mGQjDrIghWHC14JsAs+fFJQhiRDtqahLYOCi8mVJ6/5zp+PvX9ZiS0M3jp88SFBGlnHTMVU4b24pMm3ha7bbTpiA2xC+NvEJMswci+8+vwbj8jNQnus47PHRlWq1m3ncf+4MeEMS/rZ8Dy544mv887pFg5YXi9TDH+3EObNjW+hqNXFQVRWSrCTNogFBVvHMNQtQkmULZ8rEqRTQvnY/xubY4vLcZPR4joXVxOK6Z9fAzLE4fsrAoCghyWZWaRYe/7xG72GQJKNbUKa2thaqqqKqqgqrVq1Cfn5+7+/MZjMKCgrAcRTtTjXpnAUiSpFNwnAMAzlN36Me3pA04oQ0zyVHpkyy3IQkSkhWkW3lEJAU2GXtM2WMnP0RDU9QgnOEwCRg8PJlUQSx0zMmw8CI35aQqCDDMnCCyUgf9aAkwxph4Glsjh2/PmsqDnQHUjQoM/A8ybPh6xx2hL5ZWqpudFNQhiRENIcqSQHM6XUZmVIsPIc5ZVkHgzIDJ3V7eqAN1kCcYZjeBWb3fWc67nxtI/7vwpn9AjNBQYHNHP18RoaFx50nT8Lkokz84JX1CIoyfnjiRBw5LnfQ7V9bXYfugIgrjyzv1wtzS0M3ugIiTp1eFPUYekwodGJXixdTijNjfg4tiQevHycVOdHhE+JSvqzFE0SOw0wLgpLcXy+fh9+/tx3HTcrHmCwKoJHkx3OsYe/tSex0C8qUl5cDABSdV8ITbXFs+gYcBFmOKCjDsukbuOrhiSBThk+C3juyYszyQcPxiypy7SwC0sGeMhq/fhbpW+KwL28osvJlRhVpUIZlkPDJ3eRhzC9KOpQvC4pyv4mxkZRk2bCv3Y+jJ8RxUHESGiQA1dM7T+tMy6HUtHrxn3X1+L8LZiVmh4QQw5gxxoU/f7wLJ04pRNVhJb4izXQZm2PHfedOx/3vbMMTV8zrzRL0ixJsozgQnjGzGGfMLEZAkHHts6vw+HIOz1+3sN82u1u8WLG7DSdPK8RN/1wLjmWQl2FGVX4G1uztxD3nTIt5/wBQmWdHXYc/eYIyfUpmmjgmLk2zH/1kN646slzz5yXa++lpk/UeAiFRybab0eYNIS/DovdQSJLQLShzuOrqauzfvx+CIPT7+dlnn63TiEgs0rk0lyipEa/8TtcSbz28IQnOkUo3sfpnCRitcXAkr8QnKsi1cQiIB4My8ciUSe+PP4CDJfysw6/qZhkGqkHfrEgn5rkkOA4QbYUkedC/vZGCkCFRiSooM60kExc8/g0uW1gWt5JfQVFGQ1cAy97dht+dOwMFmQNL9cTCL8gDJh3NPBv1ezAaK3a34aojy5HvpBtcQkh0nFYTHr5kNn79v6148qr5/X4XEpWI+1RMLHSiPNeO6gNuTB/jAgAEBjk+xsJm5vD45fPwqze34uGPd0KUFXiDEvKdFnyxsw0PXjATFXkOnDmzBACwu8WDbQc8+O6VVeBGeU7JcVjQ7g2N+jVopW/JTDPPah6UEWUF+zr8mFNGPR8IIdqbUuzEjiYP8sbTNSsJ0z0oU1NTg3PPPRebN28+OKEfnnzpSReVZVnP4ZEopXX5sgib3XIMZQpE0lMmGT5LkqyCZ429ovtw4UwZDgFJhaggTuXL0vwLAMATkpA5QlCGgXH774QkBeYISpSma6A/fC1k3PJlo21cnOyCYnR9c0qz7ThtRhH2tvsGrNSOdf//Xd+Ashw7vtzdhmy7Cf9aU4+FlTk4oioXt768Hr8+ayqmlbhGva/BJh3tZg5+UYILiSkn1uUXMas0KyH7IiSaqyIjBZuNrNhlgzTIBVe0PWGOmZiPF1fux7LzZgAIL0JzjFiqNjLZDjN+c9ZU7Gz2IstugtXEodkdxE1Lxw24/xxf4MT4goEl12KR4zBjZ7NHk+fSgiD1yZRhWQiSttdJ3+xpx+IhysQRQshoTS7KxLYDbhw1Pk/voZAkoftd8e23347Kyko0NzfDbrdj69at+OKLLzB//nx8/vnneg+PRIlj9C85pZdQhI2rWYZWfnuCYgRBGf2DV5KiDmhgbHR+UUGejUVAVBCStS8/w8K4gYZoeIIjZ4sZOaso0omOdD1ehhvFG/PYIw7ztzdKZlgwitXVPU6fUYznvt6ryf7X7e/E/e9sw+q9nTh1WhHGZtvxn5sX4/5zZ+CGo6vw50tm4zdvboVfkPo9rjsgYnN9d1T7CooyrObDgzI8/ELiFlUFoiwXRwghh2Mw8BzkDUYXVFkyPg8BQcJTX9Rge5M7XKJGwwy+3AwLjhyXiynFmajMc+CIqtyIFgSOap8OM9q9wsgbJoggH6pMEc4s1fa64Z1NB3DGjGJNn5MQQnrMGuvC+v1deg+DJBHdgzLffPMN7r33XuTn54NlWbAsiyVLlmDZsmX4wQ9+oPfwSJTSdVUzcKjx4EhYFmkbuOrR6gmNWGYkPCGtc6aMoow67T/V9M2UofJl8RPJd4BlGMNmFQkRli9jmfQ8XgqycfuuiMrgGYgcywy6UjkVDdZnZSQLKnJQ1xlASBpdMONnb2zGnz/ehVdvOhK3nzgBs8Zm4bQZxf0y84pdNhw/ubBfAOabPe248h8r8eAH27F8ZyuauoOo6/Dj9+9tx18+2412bwjn/vUr1Hf6++0vIA7MlLGaOAQSGJQJDjIGQgiJhstuQndA7PezDl8IuRnmiJ+DYRhct6QS97+7DTe/uA772/3Ij+LxySjPacGafR3YWNel91AAHFzY0ScQpeU9hSApaPYEMTbHrt2TEkJIH06racCiKJLedL/jl2UZGRnhUg15eXlobGwEAJSXl2PHjh16Do3EgEuC5ux6UVQ1ogl8No0DVz2a3EEUuYavZ88mQdaVJKtxX4GWbPyiijw7B7+oQoxHUAZGLMgUvWZ3EIUR9HQw6uFUiDCIna7lHkOibNgSX7Iy+LmS51hIsjH+2EFRgTXKTBkAOGp8Hj6ubhnVvve3+/HXy+diasnwTZlnlrrw1Je12NHkweq9Hfjt29X4y2Vz8eilc/Dyyv249+2teOSTXZhakolVtR246ulVOGtmCa76xypsbTwUzAkIMuwDMmW4hGbKBMXog2CEENLXlKJMPL2iFt7Qocmydp+AXEd0QZWZpVmoXXY6LltYhne3NKV8r6sMC48HL5iJP3yYHPMyh/f71LJE4IrdrVhCJYUIIXGW7TCjw5c8GYhEX7r3lJk+fTo2bdqEqqoqLFq0CA8++CDMZjOefPJJVFVV6T08EqVk6AOil0hfdrqW4+mr1RNCXsbIWQJ6T8ZKigLeQJkykbydPkFBtpVFSFIREFXYeK0zZYzzfo6GOyAiM4LyZUaN4EYalOnbay6dhKToy1+lCmmI0mw8y0BSFACp/7qDMZbTOmd2CS598luU5diR5zSj2GWL6vE7mjwozbYhd4TzKwAsHpcLQVJw8ZPf4MojyvG3K+f1rg5+4sp5/bY9blI+WjwhjMvPwJmzinHPm9X4y+VzAQxeOsxu5hAQExmUUQaUUCMkXtLvjJQebji6Ek9+UYNnv6rFrcdPAAB0+ATkRBmUAcLXLkdPyMd972xDgXPkBTjJbnJRJgqcVvxrTR0unD9W17FIQ2TbauH1dQ34+RlT4vLchBDSY2pxJva2+2I6vxDj0X1Z2S9+8QsoigIAuO+++7Bv3z4cffTRePfdd/HII4/oPDoSrXQOOEQ618yxgJym71EPWRk5A4VLgs/SUCu6jUxW0RuIcgsKMi26nyYMa6QAVbh8mTFFGvAMB/oTMKAkE2l5t1Q0VFlInjVOpoxPkOCwRB8kyDvYL+Cyv3+Lhz/aFdVjvSEJP3tjM24/cUJE2zMMg+MmF2DDr07GnSdPGrZci9Nqwrj8cFZ7gdMKi4nFjc+vQbs3NGjpMJuJQyCBpRkCghxTZhIhhPRgGAZXL67Ap9tbsHZfJ7Y0dKOxK4hcR2yZLhMLM/DIpXMMUwrrtuPH45mv9uo9DMhyfO7Ndrd4kWHho14MQQgh0brh6CrMLcvWexgkSeieKXPKKaf0/ndVVRWqq6vR0dGB7OxsWlGdglhW/+yGZJfOfXeiwbDJkSRgpONQtK/EE6KgjJ4Yg2ceRvLdSoYyhnoIRZhJlIqkIYLyJo6BeHCRTir4ek8bXDYTppW4BvwuIMgxr36bV54NRVXR0BmI+DHN7iCu+scq3HPOtIRMKP3potlYu68T8+77GD87fTJKsvrv027mE1q+TFKUQbOvCNGTqibHdSyJnNXEYdl5M/Hyqv040B3AvPJs2GLMwmMYBmfPKtF4hPqpyHOgJEv/rB85wnLh0frX2jpcsrBM8+clhBBChqN7UGYwOTk5eg+BxCidy5dFikvTScYekjz4KunDpXPWlV5CUv8eMv44lC8j4RXtDsvIp99kKOGnN5ZNz/JlgoHLlw21ypXnmJTJlKludOPpFbUodtlgtzRiQoETb29qBM+yuGlpFfyCjNLs2C6xz5k9BufMHoMbnlsNSVbAcyxeXLkPR1bloupgtsrhVtZ24LvHVOGIqtzRvKyozCvPxtVHlmNvux9zDlvtZzdz6PQntla2kRZQkOQW6SctnHkc16GQOJhU5MRvzp6m9zDIEBRFBdfneK/FJWJTdxDbD3jw01Mnj/7JCCGEkCjoFpS57rrrItru6aefjvNIiJbSOeBAPWUi0+YVkBdB08t0LVukp7aAjDx7eAZBRXjigSa6tNfsDqIwM5LvAAMlzb8E6XocCEmyYTNlxCFK16VK+bJHP9mFXS1e/O68GShwWnHrS+vwbU0H/nvzYrT7BPz27WpMKMiAPYbyZX1V5Wdgb7sP4wuceHnVfny9px1/uWzugO1eWrkf/9vQgEcvmzOq/cWiINOKz3e0IMtm6vdzu5mDP4HlywhJRoICmIx5GCdEN7KqQuuWMve9U41fnjmV7nkIIYQknG5BmWeffRbl5eWYM2dOWq6CNSoqzTUyJk0nGXs0u4Moyhw5/T3dg1fxoqrqkDcdbX4ZefbwRGKmhUW7P3HlZ9JJOCgz8neAY40c5I7sxjddjwMhA/eUkRUVfIqWL/tmTzu+rW3HC9cv6j2OPnD+THT6BTAMg7wMC7oDIlo8IdhH2Xh+QUUO3tp4AD86yYmiTCs8QQkBQe5XSscvSHh7UyOev36hLplVRZlWVDe6kZvRP8icZTejyy8mbBxpeIggKcAvMbBx9OEkxhEuyTf0fUQiHN7vk+cYiLIyYq/SoXy2vQX5TgvGFwyeiUoIIYTEk25Bme9973t45ZVXUFNTg+uuuw5XXHEFlS0zgHSt/x8Njk3v1e9NEWYJMAwoYKuxnqyDoUrvt/ll5B8MykzNN6Gum1aMxUPEQRmGgZzm3wGWQVqeU/pOvus9AaI1SVYHzZThWDbp/9Y/enUDHr9ibr+/h8PC9ytHeNnCMtz4z7X47tFVo9rXiVMK8HF1M77Y2QpVBS6cV4p/frsXZ84sgQrg0+0teGdTI3544kTdSt2VZNngE+QBmTLZDlPCype9v+UAMg/bPyHxpqrh69Th1Ho5VGTQ4hZiHFYTh5CkwGrSr7zq4UEZm4lDQJRjCsoERRlPflGDZ65doOUQCSGEkIjptgzzr3/9Kw4cOIC77roLb731FsaOHYuLLroIH3zwAU3EpjCOTc+eMuFJs8i2TdeV3z1aIpyQpgCf9jiWgTTMW9rml5FrC99oHV1mw/lTaNVYPDS7QyhyRRCU4YwcwI3sdYV7ysR5KEnIHRSRaTUZMvtUUgbvK2Y6uNo1WamqiqklmQP6pxzupKmFABBzc+geDMPgzpMn4n8bGgEAp88oxpYGN371v6049y9foSjTir9dMT+hfWQON6nICSD8Pe0ry2ZGhy/+QZmaVi+e/2YffnfujLjvi5AekZbV3OVmMSEzeY9phEQrw8LDE9S3NKV8WE8Zm5lDUBg6+NnmDeGcx1YMuL7o8Am4+cV1uO2E8boGmQghhKQ3XWtjWCwWXHrppfjoo49QXV2NadOm4eabb0Z5eTm8Xq+eQyMxYtK0MXUoiqbM4cBVnAeUxJqiyBJI5/cpHkwsIA3zprb5FeQf7CljYhlkmI1ZPklvTd1BFDoj+w4M9/dKB+kaxHYHRGTa+IOTf8Z6/bIyeKZMsveU8YQkOK0jJ5j3ZNGMtnwZEO7Zsu2AGzYzB45l8Milc/D3q+fjsx8fi5OmFsJl1zdDJMdhRlW+Y8DPzXxi/pb/WVePn542edQBMEKiwbOAGMHHu8bDocpJmTLEOMw8C0HnxROK2j9Txm7m4Q0NHSja3NANT0jC+1uaen9W3+nHd59fgx+dOBGLx+XFdbyEEELIcHQrX3Y4hmEOrghVoSR5TXEyNI5Nzwm0gCBHvMqGSdNJxh4HuoIojiBLgMqXaS/co2To33eHFGRaKBATb83uIAoiKOHHpmnmYV9GDEpEwh2UkGk1hbPbFBU6VaeKm8HKsfEcAymJr//+8MEOVOQODEAM5rhJ+bBq9Ee7bFHZgHNm33Jpevv0zmMH/XkivrUHuoMoy7EnYE+EHMIzavhaaoSvuKAAFoMdu0l6M/MsBEn/83Tfa4jKPAdqWn2oyh88u3/7AQ9+eeZUXPvMamxtdMNlM2H5zhY8dNFslOXS+YMQQoi+dJ19C4VCePnll3HSSSdh0qRJ2Lx5Mx577DHs378fGRmJKZuzbNkyMAyDH/7whwnZn9GxDAxcbmdoQUmG1RTZ14lljFySaGRdARFZdvOI2xmph0Ky4CLoz0Hve/xFWo+boxJ+aZ4pY0qJPitaMXEMhOHqK+qsrsOPH544IaJtn7l24YCSXrG64ohynDClUJPnSiQG8e8H1e0X4aJ+MiTBeBaQ1OG/34ICULIxMRoLzyIk6Zv9dfgl4ZRiJ6oPuIfcfnuTG3PLsrHzvtOQbTehLMeOv10xnwIyhBBCkoJuS+1uvvlmvPLKKygrK8O1116LV155Bbm5ia2LvXr1ajz55JOYOXNmQvdrZGyaNqbe1exFZV5kK2ipeTfRCz9MTxlJUaHRHCIZhqKoiPRtHimzKR2wbHqWMewOiMi08jCxTFKX9IrFUKc/C8/pXhZlKEFRBnswo5tEZmyOHXUdflREeG0UC0VV6W9CEo5jgJEOy60BFvnW5DyeERKrZMmU6Wv6GBf++tmeQX9X2+bDuv2dvcH7m5aOS+TQCCGEkBHpFpR54oknUFZWhsrKSixfvhzLly8fdLvXX389Lvv3er24/PLL8dRTT+G+++6Lyz7SEWvApsSR+LamHadOL4po23BZrjgPKEl1+ARk6VwDPxpG+zvxw/SUafLKKMqgOhvxVn3AjQmFzoi2DQdlkuvmVwuyooKNcCI1XcuXdfoFOK0m8BwD0YCfgcFYknCyp8ezX+/FWbNK9B5GShlXkIHdLd64BGW8IQkX/+0bTC7K1Py5CRkJzwAjHaqaAgwKbel37iLGlgxBmcMvHy08B4uJRXdgYObkf9c34AfHR5bhSgghhOhBt8Tqq666CscddxyysrLgcrmG/F+83HLLLTjjjDNw4oknjrhtKBSC2+3u9z8yODaC8khGo6oqNtV3Y8aYyD6vrIH77ry2pg7/98H2IX+/p9WL8QWJKU2oBaMtwOVZZsiJhDq3hNLM5OlTkIpW1rTjlpfWDbvNF7taceyk/Iiej2OZEVfjpiJBUmDmoyn3GOcBJRlvSALLMDDzLHguMQ3TE2mo46o5CcqiDOXrPe04ZzYFZaIxPj8De1q9cXnuhs4AeI7Fd4+pjMvzEzIcM6siKA9/gbjbw2G8MzmPZ4TEyszpH5QZzAmTC/HsV3sH9CLd2ujGd+aM0WlUhBBCyMh0m4F79tln9do1XnnlFaxbtw6rV6+OaPtly5bhnnvuifOojIEzcMDhma9q8dXuNjx4wSzkOA71RKnvDKA81x5xCQ0j94lYu7cT25s9uGmpiEzrwIyY3S1ejBuiESOJPzMHCENM8NZ2iThijHXQ35HIrK/rwp4WL7Y3uYdcwb21wY2rj6yI6PmM2n8qJMkRB2UYg/aUkWQF43/+Ht75wRJMK+kf0F+9twNHjguXczWxDMQkLemlNQvPJWVQpq7Dj2y7icpkRWl8QQb+vbY+Ls/d7A7ivDljKFOG6GJqtoxNnRzKMoY+Nu9yczinTEjgqAiJP4uJQygJgzLnzR2Dv31Rg/vf2YZfnDm19+eKqsLEUXMnQgghySvtzlJ1dXW4/fbb8cILL8BqjWwC8u6770Z3d3fv/+rq6uI8ytTFGLh82dZGNz7e1oKzHl2Br3e3AQDcQREPfrADx0yMbOU70FOOJ16j1FerN4QL5o7BypqOQX+/uyW1MmWMxsKzCA7RVKauW8JYypQZlb1tPtx4TBW+2Nk66O9VVYU3JMFhiex9DpcvM97BQpAUWCIMynAGDcrsbPZiWkkmznhkBe55a2tv4OXfa+vxxw934OgJeQAQzpQx4GdgMOFMmeSa7NnR5MGP/7URV0UYSCWH5DstaPEEERS1D7Q1u4MozLRo/ryERGKcU0adb/hzmKAAVqoISwzGwul/nh7skpBhGHxv6ThUH3Dj691tUBQVv39vO9q9ocQPkBBCCIlC2s3ArV27Fi0tLZg3b17vz2RZxhdffIHHHnsMoVAIHNf/KtpiscBioZu/SBh1EhEA2rwhbL3nFAREGfe/sw0fVjdjV4sHx0zIx0lTCiN+HpZlBqRXGwUDYMmEfDz7VS1OmjrwPdnX7kdZjj3xAyMAAAsHhIYIykgKYOJoJfhotHpCOH1GMW57eT1uPGbg72vafKiMor8CxzCQDXisCEkKzBGuXDRqEHtzQxduPW48Fo/Pw+c7WnDVP1ZhakkmJFnBrceNx/iCcN8hnmMgpU2mTPKURREkBX/9fDe2NLjx18vnIjeDrgFjcdMx43DZU9/i4YvnoCxXu3N/bZsPp00v1uz5CImGjQMCw5Qv6wgxyDYb8MRF0p6ZZyEk8TXJny6ajd+8uRVPflmDLJsJCytz9B4SIYQQMqy0C8qccMIJ2Lx5c7+fXXvttZg8eTLuuuuuAQEZEh2jNmX2hSTYzRwcFh4OC4+HLp6Nz3a04OzZJZhblh3Vc7EGLl/GMEBFrh27W70QZaVfyriiqAN+RhLLwjMIDVK+rDMgI8tKfxctWE0cWAbo9AnI7lPmEAC+3t2Go8bnRfxc4QCu1iPUnyBH0VPGoCUxN9Z345bjxsNlM+Gc2WNwzIR8/HdDA65ZXNGvTJaJZSEarKfMULTsKeMNSahp9eJvX9Rg6cR8XDivNKLyY35BwlsbG/H6ugacOasEf796vibjSVdLJuShsSuAb2raUJZbptnzbm7oxo9PnqTZ8xESDRuvwi8NfTzZ5eYwITP5SjESMlpmnoVf0PezPdypvMhlxeNXzEVQVGAz05wOIYSQ5Jd2QRmn04np06f3+5nD4UBubu6An5PoGbX+/952H6ry+pfdOm5SQUzPZdSV3z0YhsGJUwrx6fYWnDKtqPfnWxvdmFZC9d/1ZOXYQTNlarokVGan3ekgbi5dWIZX19The0vH9fv5t7UdWHbeDJ1GlTzC5csiu1lmGBiyr05zdxAlrkMlVLMdZlx71MCm5TzHQFKSd1WqlrTIlPm2ph3PfrUX3QERM8e6cOtx4/HB1ibc8NwaXLaoDCcMkdW6t82Hn76+CS6bCQsqcvDP6xdFHDgkw5tTloV/ra2Hqqqa9OVp7ApgTJYNLEuZnUQfZjacXTyUXW4OC/LExA2IkAQxcyy6pOT+bDMMQwEZQgghKYNm4YimwvX/9R6F9oKiDLtFmws8o6787uuEyYV48ss9/YIyn+9owdIoeu8Q7Vl4Bm5h4ExCbZeI6fnmQR5BYnFEVS5e+HY/sPTQz2RFhT8kIdNq0m9gSUKQIs+UMeo5hWEQ0QS1iTNepsxQpz8teso89UUNHrxgZr9yY1OKM9HlF/C3L2rwwrf7cPK0IoiyAkVRsbG+G56gCF9IxkMXz0axyzaq/ZOBynLt2FjXhfMf/xoumwk2M4dHLpkDPoasWXdQxO2vrMf/O3VyHEZKiDZqvSwuqkyPYDpJLxaTdhmthBBCCKGgDADg888/13sIhsGyxixfFhAU2EwaBWUMmk0EHJpsG5tjQ0NnoPfnAUHGNzXt+P6x44Z4JEkEK88Mmimzt0vCGROo149WrAePFUFR7v3vf62pw4mD9FlKR6EogjJGPl5GgmfTqacMN6qgzF8/341pY1yD9n/Jsptx16mT0dQdxJe7WpGfYQPLAidPK0JJFgVi4snCc3j1piN7//3E8j34ek87jolhkUZtqw9Hjc/DggrqE0CSk6oCohLOpiHEaMyc/r3f0viSkBBCiAFRUIZoyqj9UgKirFlQxqgrvxVF7a3zyzBMuJSdooJlGby9qRHfmTMmppWxegmXTDJWeRQLN3hQJiSpsFGpnlHrm/hw1PhcfLq9BafPKIaqqnh70wE8fc0C/QaXRARJgTnCYwFj0D5lkeI5FpKBThiSrAxZdmo05cvavCFsru/G41fMG3a7IpcVF84fG9M+iDYqcu1odgdjemzDwdJlhOhtqKNyW4hBnsU4x2xC+rKYRrd4ghBCCCH90Swc0RTLGLMxdUCUNatPa9QeCYc3755VmoXPd7bgua/34skvanDWzJKon1PPz5KsqkihGFJErDyD4GGlkLyCArvJWMEnPYiyAq7PZPNF88fixZX70NQdxLXPrsb8imzqUXGQIMvRZcqk8f2/iWMgGihTpsMnIC9j8FKJFj72sihf7W7DiUP0iyHJJctuRqdfiPpx9Z1+PPrpbozJpqAM0V+XwKI5MPDaaZebw4RMKu9EjCnDwsMbknQdgwatyQghhJCkQTNERFNGzZTpW4ZotIxajkeQ+69+v25JBZ78ogabG7rx4Y+OSbmmi7Ki9ptkNwKHiYHvsJ4ytV0iKrOpz8lo+UMyHOZDyacOC49rFlfi9Ee+xJ0nTcLtJ0zQcXTJJaqeMobtwRXZsYVnWUgG6inT4gkhf5DyYsDB8mVi9AEoSVbwYXUzFo/PHe3wSALkOMzo9EffKPo/axtw7VEVVLqMJIWTSwR80zrw2omCMsTIMq08PMHoj9+EEEIIGRyVLyOa4gzaUyYoyijKtGryXEadZDx8otVpNeHhi+fAYeEiamg9GD1XQymqCtZgy7EyLSy6Q4cHZSRUZdGpYLR8ggS7pX/g8aSphajMOxLjCzJ0GlVyCkkKLBFnyhjznBIpnmMgGShVqNUbQr5z8KCM3cLFtAL3uW/2wcQyKHZRBkUqyLKb0OmLLlPGHRTx9Z42vHDDIpiMlsJKUtLsHBlv1Q8MyuzzsrisyjjHbEL6clpNcAf1zZQhhBBCjITubIimGKOWLxO0K1/GMoCBqtH0Gmz1e5HLCqc1NbMwjJgpEw4I9v9ZbaeIyqzU/Bslk3CgYeAxYvQBGeMdUIUogjKMATMLRVmBiYvs2BIuX2ac1+8NSsiwDh4ENnFs1Jm2K3a14flv9mLZeTO1GB5JgGy7GV/vaYdfiHxi74Vv9+G6JZUUkCFJI9+moCXQ//OoqoCkAib6mBKDsppYhETKBCOEEEK0QpeNRFMcw0A22AQacLCnjEbly2LNGkl24ebdqVWibDiKEv48G5mqqnCHFDgtiT0VGPAQAVGOvCRXugtFUb7MiD1lojmf8CxrqEwZLc+lH25twu/f34Z3f3B0ypXHTGcmjsW5c8ZgQ11XRNurqooVu9pw8lTqGUSSh5kFBIXpt8jqQIBBkc2AFziEHGTUe1hCCCFELzSDRDTFGrR8WUCUYdV06Zvx3iNBVmDijXOxLqsqWINlygBAjo3FzvZw6ZhWv4zCDJrM1IIgKXFaxW28z2A0AVwjlsQMCjIsEQYmjJYpE8461aZc4sraDjxyyRw4LFR+MdUsqsrB5vruiLbt8AkoybLRZCBJOtOyJGztOnQsX9PGY24ulXYixqeqKkQjln0ghBBCEoyCMkRTDMNAibL8SCoICjKsGq3uNSpBUmAxUGkRWVENmSlzdJkN1W3hJp17uyQqXaaRaPqkpDshiqyicPmyOA8owaLOlDFQUMYvDP/aLSYWwRFKo6iqip3NHry6ug7luQ6th0gSYFx+Bva2+yLatrbNh8o8+juT5HNEvoTVbYeCwtu7OUzLoqAMMbYpxZm47tnV+P4La3HDc2vgCYp6D4kQQghJWbS8kGiKM+AEGhCeSHJotLo3zHiT/dFMtKYCWVHBRdj3IZXk2lisDIQnPWu6RMwrHrzpNolONH1C0t1g/aeGwhqwp4xfkOGwRBiU4RjDlS+zD1NqrNhlQ2NXAFX5Q/diuuypleBYBu/dfrTh+n6li/wMC1o9oYi2PdAdREmWNc4jIiR6pQ4FjX36ynhEBk5a50IM7s6TJ/X+9/tbDuDO1zZCUlScOKUQFy8YC0VVqf8XIYQQEiEKyhBNsQwTdaPeVOAXZNgjnERLV9FMtKYCWTVmpkyOjUO7PxyU2d0h4sIpo21ET4CeklzG+fzHUzTvFcsYr3yZX5BgjzDIbzNxCAjGaaobEKRh+7+UZttQ3zl8UMZu5vCPaxbEY3gkQVg28gU8XQERpVm2+A6IkBiYWEA6GDPf52WRbzXWuYqQkZw6vRinTi+Gqqq4+/XN+LC6Cb6QhOuOqsRJUwtxwp+W46ojK3DcpHzsaPJgUVUusu0mKkdJCCGEHERBGaIpo/aUCUkyTbiOwGiT0oqiGnIVtpljEJRU1HaJKHTwhnyNehBlBWaeAreREGQFlgh7dHFRTN6mCl8o8kyZTJsJnqBxyuGMVLqtNNuO/R3+IX8fFOWIPzskuTmtPNq9IeRmDJ+t2e0XMK0kM0GjIiQ6JhbwicB/95vxnTJB7+EQoguGYfD782cCCF8P3/36Zqzb34kTJhcix2HC8X9cjjNnFuO9LU1odgdRmGnFsZPycd7c0oj3IcoKfvb6ZrgDxrkmIoQQQigoQzTFMgwMGJMBAFrVM4JwpoxxJqVlRQVr0L95np3DU+vc+NERWXoPxTAEicqXRSokRh7kZhgGqsFOKtFkymTaTHAbqF67Xxi+fNmcsizc/sp6fL6jFZcvKsNxkwv6/b6hK4CiTMqaMILTZxTj5VX7cevxE4bdrjsgIstGNaFIcjp1jIAHt9jgNKkozzBOqUlCYmXiWDxw/kxc+MTXePCCmRhf4MScsdkocllhNXFQVRWekITvv7AWZ88qAd/nelBWVNR1+NHQFYCqAmaexdp9ndjZ7EF9px8nTS3EjcdU6fjqCCGEEG1RUIZoimUYyAabQCORMVxPGVWFgRJ/+jltvB3L9wWQb9cniGbEWJfRPv/xJMgKLBH3lAEEAzW6BwBvSIZjmMBEX5lWHu6AcYIyQVGGdZhMmbwMC+aV52DJ+Dw8+ukuHDspHwzDYFezB3/5bDfqOgO495xpCRwxiZeTpxbipZX7R9yuyy/CRUEZkqTm58nY2KlgaaFxjtOEjBbHMnj95qN6/12R5+j9b4ZhkGk14aQphbjob9/gu0dX4aSphTjQHcSv/rcF5bkOlGbboKgqQqKC+RU5uGBeKfKd1AOTEEKI8VBQhmiKM2j5MjIyozU6VxQVrEFLe1VkmVCRRZNcWhIkBRkWOqVGIhRF/ymWMV75Mr8gRTy54DDz8IaM01MmJI4ckLvjpIkAgBljXPi2pgNHjsvFC9/uw2WLyjGz1DVsUIekDoZhkGU3YVVtBxZW5gy6TW2bD3vbfcikoAxJYtdPCOk9BEJSzjVHVeI7c8bgN29uxRvrG+ANSfjN2dMwsdCp99AIIYSQhKEZJKIphmGgGG0GLS6M9x6FJAWZVuMcUmRVBWfElA4SF/HLlDHesUKIIijDsQxkxVglYXxRZMqEA8PG+gxEWgr0hqOr8LPXN+PIcblocgcxpywLJqOmL6apX545FT97fTP2d/hxwbyBvQX+9NFOnDGjmP7uhBBiQFl2Mx6+ZA6+rWlHhoWngAwhhJC0Q3c5RFOcAVc1k8hEM9GaCmRFBWfQTBmiPTFun3/jfQYFSYm4p4yZYyEarHxZND1lABiqT1s0ce4chxk+QcLm+m7IikoT8waUl2HBI5fOwZq9Hfi2pn3A771BEVcvrkj8wAghhCTMEVW5mD7GpfcwCCGEkISjO1yiqXCpGQPNIAEHM3+0nhg16kSrccrKKEr480xIJARZoUnjCMmK2q+x63BMHAtRNmCmjCXyY6WRDkPRXh788sypePqrWkMFpkh/VhOHH58yCU8s34MOn4DqRjc+3NoEb0gCyzARZ1YRQgghhBBCSCoxTq0hkhQYBoYrXxaUZNgiLDWTzozW6FxWKVOGRC6emWKqqqbtxKSJYwwXlIk2U4ZnWcNlIkZqYqETnX6BSkkaXF6GBVcdWY573tqK/21oxJgsG0qyrDh/7sCSZoQQQgghhBBiBBSUIZriWOOVL4um/n86M9qkIZUvix8GxuvZI8hqxCW5omHmGYiyCjNvnPcqmj+7iTde+TKfEF2mTL7TglZvCGOybHEcVfKymzm0eQS9h0Hi7PjJhTh+ciHuOXsarCYOL63cP2ifGUIIIYQQQggxAuPMoJKkwDIMZIPVGYl2VXO6EmUFJs44E8eKqlL5sjjhWQYGS36IW1DSxLEQjPZmRcHMsQhJxnr9AUGGlY88KFOSZcPKQfptpItJhZk4YUqB3sMgCZJlN8Nq4nDdksqIyxwSQgghhBBCSKqhux2iKY41Xvkyb0iKalVzuhIkBRbDZcroPQpj4llAMthxQpQjb14fDTPHQjRYUCIaZt54PWUAFWwUWXjXLanAf9bVQ03xBQ+KosbUH+f2EyfgpqXjtB8QIYQQQgghhBCiE5pyJJoKN2VO7Ymjw/kFOQ6ZMsZ6jwAgJCkwc9oGr/Scg1QUypSJF55lIBpsnl2QFJjikSljyKBE5ExpHpQCAAvP4bhJBfjXmnq9hzIqIUmBxUQLHAghhBBCCCGEEKrJRDRl5lmEJFnvYWjKR5kyERHk+JRv0qvJuaxST5l4MWKmjCDFL1MmncuXmTgmrYNSPa5ZXIHvv7gOmxu64QmKyHdacOvxE+CymfQeWsT8ggQ7BWUIIYQQQgghhBAKyhBtmTkWgsFWNccnU8Z4k/3x6KnBcwwkRdWlV024fJnx/k7JwHTw72ok8SpfFg5KGOu9ioaZZyGk8evvwXMs/nr5XDS7g3BaTNjW5MYtL67Dny6ehQKndcD2fkHCL/+7Fe6giDllWSjLsWNKcSaybCbYzBwkRUVQlOEJSujwCdjV7EWnX4DDzMFu5rGrxYNmdwh+QUKxy4YMK49zZpdgclFmzK/BL8hwWOiykxBCCCGEEEIIobtjoimLiTNcU2ZfSEIGTSSNKB5BGTPPhctC6dDcRVGpfFm88CwDgx0mEIpTppjJAIHu7U1u7G3zY/H4XGRao8vsMGKgP1YmjkVpth0AcERVLjIsPO55qxqPXTqnXzahoqj40asbcO1RlZhVmoVN9V2o6wzgpZX74Q6ICIgyTBwLC8/CaeWRZTdjfEEGJhVlwBuSERRlnDajGJW5DrhsJjR0BeAOinjoo504blIBLllYFtP4uwMiMq10LiWEEEIIIYQQQujumGjKiBNo7qCEMVk2jZ/VeCu/w8ETbYMYPZ8nh0XTp42IJKvgKVMmLoxYvkyMQ1AS6OnTlZrH1N0tXvzhgx3Idpiwr90PE8fghCmFUT1HKr/+wQQEWbO+KtPHuHBEZQ7+8OEO/OSUyb0//7C6GbPHZuOIqlwAwKKqXCwaxX7G5oQDQY9fPg8PfrADf/hgB649qgK5GdEdmD1BCc4og3KEEEIIIYQQQogRJX75OTG0cFki40ygAUCXX4DLThNJI4lH+Sazjk3Og5ICK/U/iAsjZsoocepBFC7flVpvVlCUcffrm/DYp7vwq7OmYtl5M/GdOWMgyipUNbpgnNGCMg1dfpRqGOS/8sgKAMBfPtsNWVGxvcmNv39ZgyuPLNdsHz1YlsFPT5uMQpcVt728Hj97YzPcQTHix7uDIjJttBaIEEIIIYQQQgihu2OiKT0assdbl19Elt2s6XMyDANFUcEaKBODYbT/+1t4VrdyeEFRplI7cWLETJkoYw0RM3MsxBSKYKmqirv+swnnzS3F0on5vT83HwyuCFGWeTNKT52AIOP19fWw8BxKs7XNvPzxyZPwjxW1OPuxFShwWvDYZXPjWnLzyiPKceUR5fi2ph23vLgORZlWZNpMuPW48ch2DDxXbm9yo6EzAE9Qirp8HSGEEEIIIYQQYkRpN+O4bNkyvP7669i+fTtsNhsWL16MBx54AJMmTdJ7aIYRr8lJvXQFRGTZtJ1IMnPh1e9WljIxhmPiGN2yBEKiDItTh7ppaYBnjTHRngipFJRQVRUPfbwL88uz+wVkgHDGS0iSERSiy0AzQqC/3RvCbS+vR1mOHV/uasMvzpii6fMzDIMbjq7CFUeUJzS774iqXCysyMH+Dj/avCHc+vI6XHdUJSYXZ6LEZQXDMAiKMn79v60IiDJOn1GMohJXwsZHCCGEEEIIIYQkq7QLyixfvhy33HILFixYAEmS8POf/xwnn3wyqqur4XA49B4eSUL+kAS7WduJrp6SRFQea3hmXr8eRUFRgZWnv088hDNl9B6FtuIVOzDxLARZjs+Ta+wfK2oBHCqp1ZeJY+AJKgiIMmxRH/dSIyg1mM313fjdu9vwm7OnwWnl8eqaOtg0Pp/00ON8wrIMKvIcqMhz4IHzZ+LJL2rw0sr9UFQVKgB/SMbViytQ1+nHR9XNWDwuN+FjJIQQQgghhBBCkk3aBWXef//9fv9+5plnUFBQgLVr1+KYY47RaVQk2Wm9WtvEMSlVkkgvZo7Tr6eMKMNqorZb8WBiGcOVL4sXE6dfYDIau1u8WL23A09cMW/Q35sO9oeKLSiTeroDIv69th5f7mrFE1fOg8tmQpdfgKoCdrMxL71Ks+2495zpvf9WVbX33NniDuLLXa2YXJSp1/AIIYQQQgghhJCkYcyZgSh0d3cDAHJycobcJhQKIRQK9f7b7XbHfVzE2FKxebce9MyUCUkKLJQpExc8yxguUyZeMq2mqJqp6+VPH+3Ar86aNmQA28KxEGQVAUGOW6aI3lRVxdp9nXhldR26AyK+M3sM/nH1AnAHe4f1BGPSISgF9F/MUJBpxYs3HKHjaAghhBBCCCGEkOSR1kEZVVVxxx13YMmSJZg+ffqQ2y1btgz33HNPAkeW2gzQAiDuzByXEqvf9aZv+TLKlImXcPkyY2XKxKuXVr7Tgj2t3vg8uUa2NHQjx2HGmKyhG9j3zZQxYtnGV1fvx1sbD2DWWBd+cPwElOXaB2xj5lnwLGPYoBQhhBBCCCGEEEIik9ZBmVtvvRWbNm3CihUrht3u7rvvxh133NH7b7fbjbFjx8Z7eMTA9Aw2pBIzxyCkV/kyyZiTx8mAZxmEJGMFZeIlP8OCVk9o5A119OQXNfh/p04adpueMmzBGMqX8SyLkCQnbeba+v2dWLuvE89euwA8N3wg127mNO9RRgghhBBCCCGEkNSStkGZ2267DW+++Sa++OILlJaWDrutxWKBxWJJ0MhSX7xWjOslHpk/Zo4xYPky7d8oM8/q1nsnKCoUlIkTngW8BsuUiZc8pxmt3uQNytS2+WDmWZRmD8wM6cvEMeFMmRjKl+U5zWj3CigZJhNHT39fUYtfnDFlxIAMEC5hRkEZQgghhBBCCCEkvaVdbR5VVXHrrbfi9ddfx6efforKykq9h2Q4LMtANsiEq6yoQ/ZIGA2jZcqIsgKejdP7pFemDJUvixsbzyBgsEyZeJVttJt5BAU5Pk+ugWe/qsV1R418HrUc/C4HYsiUyc+wJm22UF2HH1aeQ7ErsoCR3cxR+TJCCCGEEEIIISTNpV2mzC233IKXXnoJ//vf/+B0OtHU1AQAcLlcsNmScxVuqsm0muAOiMh2mPUeyqj5BSkuq5qNFpSJVwDDzHEISfpMSAeE5C2XlOoyzCx8gnE+/6Ks9DZzTydBUcbedj+mlmSOuK2JYyFKKgKijEyrKar95DstaEvSbKHX1tThkoWRlzN12kwwR5BRQwghhBBCCCGEEONKu5mBxx9/HN3d3Tj22GNRXFzc+79XX31V76EZRpbdhK6AqPcwNOEX5LgEZTKtJnQb5D0CAG9IgsOifYw308br8j7tavbAaubScqI9ERxmFl7BOJkyvjh9/pPd25sO4LTpRRFta+JYiLICd0BEpi269yrfmZx9dQRJwfr9XZhfnh3xY5aMz41L9iUhhBBCCCGEEEJSR9oFZVRVHfR/11xzjd5DM4xsuwldfkHvYWgiHJTRfrK1INOCliScZIxVh09AbhwyowqcVl3ep9fW1OHmY8clfL/pIsPEwGugTBlvSIIzjkEZq4lDIMlKmKmqiv+ub8B35oyJaHsTF84ObOoOoijTGtW+kjUo8+bGRpw5sziqIMtPTpkcxxERQgghhBBCCCEkFaRdUIbEn8tuRpffGFkg8SpfplewIV46ffEpV1fgtKDFnfj3aU+rD5OLRi7JRGJj5RkEDdRTxhuSkGGNX1CmMNOKhq5A3J4/Fst3tuKIqhxYI+wPYz6YKdPsCaEwyqBMURK+/miDUoQQQgghhBBCCCE9KChDNFfgtKDZHdR7GJpwB6So+x9EosBpQavHGO8RALT7QsiJQ1Amy25CdyCxWVfbDriRaeWpdFkcMQwD44RkAG9QQoZF++NEjwUV2fi2pj1uzx8tVVXxwrf7cPmi8ogfY+ZZCLICfwyl3gozLWjoCkBVk+dT83mUQSlCCCGEEEIIIYSQHhSUIZqbWOjEzmav3sPQRHdAgMuu/WRrboY+GSDx0ukT4hKUYRgGspLYidh/r63HDUdXJXSf6UhVkVST7KPhDUnIsMRvcv6Yifn47/oG3PtWNXa3eOK2n0h9WN2MaSWuqLLjTByDoBhbyTqGYbCgIgc/fHUDXlq5H0qCjwmHk2QFT31Rg6sWV+g6DkIIIYQQQgghhKQmCsoQzZXl2LG33af3MDTRHRDhsmkflOFYBsrBfkZG0OETkG3XPigDAE6rCd2BxJTD23bAjc313ZhaTKXL4q3AwaHZl1x9UmLlDkpwxiGjrofDwuO56xbikoVjcd872/D1nra47WskiqLin9/sw01Lowtc8hwLWVEQa4/7244fj7tPmwJJUfDjf22EJOvXk+iN9Q04Y2ZxXLIoCSGEEEIIIYQQYnwUlCGa41gGJo5J2ES6ljxBEbuaPajv9MMXktDlF5EVh6AMAEwscmJLgzsuz51oHf74ZMoAwPwElm5avrMVPzxxAlgqXRZ3U/JM2NAsYHubgL1dYsIzorTU4Y1P+b6+HBYeEwudePzyefjHl7XYdkCfY8fr6xtw7KR82M3R99DJtJngDkgx7ZdhGBS5rLjqyAocN7kA975dHdPzjJYnKOKN9Q24cN5YXfZPCCGEEEIIIYSQ1Be/zsQkrV2/pAo3v7gWly4swzET86EoKtq8AmRFhdPKoyTLpvcQeymKipdW7cfbmxpRmGlFYaYVnqCIvW1+lOfasXRSflz2e8HcUvz8jS04dnI+LphbCoeFR5s3BEEKryavzMtImb4mnT4xbpPSp04vwpV/X4VXVu0HyzAISjKuX1KJ4ycXar6vXc1eXDSfJlsTYVaRBXd82Ial5eFjwe4OESeVmzEtS99xxaLDJ2B+RXyDMj1sZg7LzpuBn/x7E565ZkFCA4hf7W7Dp9ub8dDFs2N6fIHTgs313aMex1mzSrB6bwdW1rRjUVXuqJ8vUiFJxg9eXo87T54EM09rWgghhBBCCCGEEBIbCsqQuFhYmYMnrpiH19bU45f/3QKOYZDntIBnGXT6BdR1BHDK9CKcNbMYWXEqexWJhq4Afv2/rThmYh5evOGIfkGQv39Zgz99tBM/PHFiXPY9odCJZ65dgG9r2vF/H+yAX5RR4LTAauIgyQp2t3hRkefAlUeUoyo/Iy5j0EpQlOPW8LrAacXbP1gCExeeBA1JMr77/FrkZVgwszRL0311+QVkx6GHEBnIaWbxl9PyYebC3zlJUbFsRQcsYHCkzmOLVrtPQG5G4o5jBZlWnDi1EC+u2o8rjyhPyD7rOvx4YvkePHnlfFj42L7rDgsPbyi2TJnD/fiUSfjeP9fimbKsmMcTrd+8WY0rjyzHvPLshOyPEEIIIYQQQgghxkRBGRI3TqsJ1y+pHPR3oqzgzQ2N+NGrGzC3LBvXH10ZUzmcWKmqime+2ouv97Thp6dNwfiCgUGPeeXZkBUVBU5L3MbhsPA4YUohTpgyeNbH6r0deOrLGvhCMn588iSU5drjNpZk1hOQAQALz+HRS+fg1pfW4VdnTsWEQqdm+1ERLpNEEqMnIAMAPMvgtnkZeHhlNxY0eTG3KnU+6+3e+JXvG8rlC8tw3XOrcdykfJRmx/e9EiQFv35zK+77znTYzLEHQOxmDn5Bmz5CmVYTrjqyHI9+shs/PmWSJs85nPe3NMFp5eOSoUcIIYQQQgghhJD0QvU3iC5MHIvz55Xi6WsWYEKhEzf9cy0e/ngn6jr8EKTBGzhLsoKGrgBq23zY2tiNLQ3d2NnsgRJlL4qAIOPOf22ErKh46qr5gwZkAGBMlg2VeQ5d+4ssqMjBsvNm4rbjx+NPH+3AHa9uwOb6briDg/frUVUVYoIbYKuqikR3A3HZTPjTRbPxq/9tRbs3FNVjPUERNzy3Br95cysCfSaI97R6UZJl1XqoJAp2E4MbppvwwIe70OIJRvVYvyDhtpfX419r6qCqif1EhiQ5YdkaPViWwW/OmobfvbttxG2b3UFsbeyGX5Cifm+CYrhk16ULy1Ce64h1uADCZccevXTOqJ6jr1OnF6O+04+dzZ5htwuKMrY3uXGgOwAphuPj+1ua8ObGBtxxUnyyJgkhhBBCCCGEEJJeKFOG6IphGJw6vQinTCvEl7va8NfPd6OpOwiXzYQzZ5bAauKwv8OP1Xs74A6IKHRZYTdxsJk5sAwDb0jC9iY3zpk1BmfNKhl2FfeeVi/e39KEFbvacMtx47FkQt6wY8vLsOB7S8dp/ZJjMqHQiYcvmYO9bT68uHIfGroCCIkKjp1cgClFTtR1+rG7xYt1+7qgqCq+t3QcjptckJCxHegOojAz8cGMfKcFvzl7Gm57eT1+dvoUTB/jGvExqqri129uxQ1HV0KSVVz/3GrcefIkzC3LwpsbGnHO7DEJGDkZToaZwS9Pn4gfvrIBPzllEuaUjVwqSlVV3PtWNb4zuwRr9nXihZWJK+ulKKpu2VUVeQ6UuGz4encbFo8feDzb2ezBg+9vh8tmRkGmBXvbfOgOiMjLsKA024Yx2TbYzRxEWYUkqyjNDgeiHRYeLZ4gvtjZis93tOLmY0c+Xkai2GVDsUvbfmJ3njwJ971TjSeumDfg7xAQZDz1ZQ3W7uvE1JJMdHgFNHQFYDNzKMq0ojTbhoJMCxQFkBQFDMNgfnk2Miw8JEXFrhYvXl29HzkOM/58yZx+GXuEEEIIIYQQQgghsaKgDEkKDMPgmIn5OGZiPgCgxRPEmxsawTIMynPtuP2ECajIG3yVdkCQ8c7mA/j+i2th5TlU5Ttg4Tn4BQmekITm7iAUVUVhphVnzCzG95eOiyj7hWUZfGdOck3SV+Q58PMzpgIIr/7+qLoZK2s7UJZjx8lTi3DHSZMgKyq++/wa8ByDJePzhpwwVlUVnpCEFncILZ4g2rwCJFmBqgKFmVbMKHUh08qPOOG8o8mDKcXalRCLxqQiJx6/fB7u+s8mlGbb8P1jxyE3Y+hyc3/7ogZTizNxxMHm4JOKnPj7iho8+uku5DosmBdBAIDEX1WeA09cOQ93/2cz8p2NuOW48cgfpozgM1/txdgcO06YUojjJhXg9lc3wGHm8J3ZY4b9rvuFns9/CK2eEEKSDFUFsuwmzCzNQl6GecTP//4OP8py9Cu1dvuJE3DrS+sBBlg87lDgpLrRjWXvbcOy82YMKG/mCYpo6AqgoTOAgCjDZmLAsyy2NHbjk23N8AkychxmzC3LxgvXV+maLTiSsTl2HDupAHf9ZxN+d+4M8AcDJ6qq4o7XNuCUaUX4wQkT+j1GkhU0uYNo6Ayg1RsCyzPgWR4+QcKLK/cfLLGmYlx+Bn515jQUuSiDjhBCCCGEEEIIIdph1ETXeTEAt9sNl8uF7u5uZGZm6j0c0kdQlFHT6oOkKLCbeWRYeOQ7LeCSeFIxHnwhCY9+uhtbGroxfYwLLAN0+AT4BRnekISed8Np5VGQaUWB04K8DAt4jgEDBge6A9hU3402bwgZFh5jsm0odlmRbTdDVQFZVaGoKhRFxZe72nD9kkosOhjo0Muq2g48/vluOK0mLKzMwfyKbJTnOMCy4cDdv9bU40B3EL88c4qh+sb4/X588803sNvtMJsT29dEa4IgwO/348gjj4TdHg4krN3Xgb98tgcOC4+FFdmYX5GD8lw7OJZBUFDwxvp67Gn14d5zpvX+XSVZwT9W1OKLXa2YWOiEy2ZCfWcAiqKiOxAu/ccw+P/t3VtslPW+xvFnpp1OS2nHEijTWuhqNGgQaLZFYYin4LIbkiqGxKCwWHWZmGCEhMiNh7jgwgTiBYkJHi40RLOSVS8EY6ISMdIim1YOtptS1NRNBZSWQulheu50fvsCGdfQk9DpOzDz/SST0Hn/nf5fOk9+ME/fjtI9KcrNSldutlezpnvl9bjlkkuXewb0v7926nxHn6alpaggZ5pmTk+T35ehcPjKc/9KBq6UH8UFPj19/9y4/b31DIT0yp565d2Wrv++x6/u/pDeqfxZu9beq5njlJSJ5Iv6Zv37yFn9PfAX5fnS9a+aM1pUcJvWLonf9wUAcJMZ7JXO/I/knS6lRhfuff39qj9Rr/T0dHk8Hse2lDLYoVlNn2rYkylLuc4fAggPy2VDGsqYLXP/8bOWw8PDGhoa0pyCOY6eiyRpoFvqa5P+uk3K8jv7tQEAAG4Cf7Y3oJS5AZQyuFWEhsNqbO3WQCisWVle+TI8mu69vgvk+oeGdaGrX2cv96q7PyS32yW3y6UU95UrnP6x+6jq/vmYbpsW/0LAzNTVF9Khny+p4XynzlzulZkp3ZOi/5qbo78tmZtQhYyU+KWM9Pv3tT+kwz9f0snznfql7ffva2qKFhX49PfAX0a9msPM9H8Xe9TeO6iCnAxN86QqO2Piq7/+09BwWM0d/Wru7NPlnkG5XC6luF1yu65cTfeP3Uf1yQvLVFIY/6usak636UjTZUnS35YWakbmrf18uF4XgwP68mSzLgYHVFKYo0fucuZXOAIAbhGUMlOPUgYAACQ5SpkpRCkD/GEwFFZaKu+1EC/JUMrczHj+AwBwi6CUmXqUMgAAIMn92d6AV5IATAovSCOZ8fwHAAAAAADA9eDVJAAAAAAAAAAAAAdQygAAAAAAAAAAADiAUgYAAAAAAAAAAMABlDIAAAAAAAAAAAAOoJQBAAAAAAAAAABwAKUMAAAAAAAAAACAAyhlAAAAAAAAAAAAHJAa7w3cisxMktTV1RXnnQBIdr29verp6dHg4KA8Hk+8tzMpQ0NDGhoaUldXl0KhULy3AwAAEslgr9TdI/UOSalpUYf6BvrV292pgb4epaY691/k1FCX0rr7ZO6Qwu7e6/pcl4UlMw0NeGTuP/Zsw2ENW1hdHW3ypDj8b8NQrxQalLqCkk1z9msDAADcBK72BVf7g7FQytyAYDAoSZozZ06cdwIAAAAAwM1kd7w3AAAAEFfBYFA+n2/M4y6bqLbBCOFwWOfPn1dWVpZcLle8t3PT6Orq0pw5c3Tu3DllZ2fHezvATYeMABMjJ8D4yAgwMXICjI+MAOMjI8DEyMnozEzBYFD5+flyu8d+5xiulLkBbrd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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axis = plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0.0})\n", + "axis[0].plot(T_pos, linewidth=0.5)\n", + "axis[1].plot(MP_PP[:, 0], linewidth=0.5)\n", + "axis[0].axvspan(idx_desired0, idx_desired0+m, color=\"grey\", alpha=0.4, label=\"desired instances\")\n", + "axis[1].axvspan(idx_desired0, idx_desired0+m, color=\"grey\", alpha=0.4)\n", + "axis[0].axvspan(idx_desired1, idx_desired1+m, color=\"grey\", alpha=0.4)\n", + "axis[1].axvspan(idx_desired1, idx_desired1+m, color=\"grey\", alpha=0.4)\n", + "\n", + "axis[0].axvspan(idx_discord, idx_discord+m, color=\"C1\", alpha=0.5, label=\"motif\")\n", + "axis[1].axvspan(idx_discord, idx_discord+m, color=\"C1\", alpha=0.5)\n", + "axis[0].axvspan(idx_discord_nn, idx_discord_nn+m, color=\"C1\", alpha=0.2, label=\"motif_nn\")\n", + "axis[1].axvspan(idx_discord_nn, idx_discord_nn+m, color=\"C1\", alpha=0.2)\n", + "axis[0].set_ylabel(\"T(+)\")\n", + "axis[1].set_ylabel(\"Matrix Profile\")\n", + "axis[0].legend(loc=1)\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "While these two beats(desired instances) are similar, they are not as well conserved as normal beats." ] } ], From 15cbf88c27b88d510d54d2966287cdf2db7b5c3b Mon Sep 17 00:00:00 2001 From: ken Date: Sat, 11 Mar 2023 18:06:11 +0900 Subject: [PATCH 08/14] [SYNC] --- docs/Tutorial_Contrast_Profile2.ipynb | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/docs/Tutorial_Contrast_Profile2.ipynb b/docs/Tutorial_Contrast_Profile2.ipynb index d870da0b7..3df4c4465 100644 --- a/docs/Tutorial_Contrast_Profile2.ipynb +++ b/docs/Tutorial_Contrast_Profile2.ipynb @@ -17,9 +17,12 @@ "Time series **motifs** refer to two particularly **close** subsequences, \n", "whereas time series **discords** indicate subsequences that are **far** from their nearest neighbors. \n", "\n", + "**If two or more discords in same dataset are, what can we do?**\n", + "\n", + "\n", "Let's demonstrate it in ECG data with anormaly behavior.\n", - "- 1.Matrix Profile on the first half of dataset which has **1 anomaly behavior**.\n", - "- 2.Matrix Profile with whole dataset which has **2 similar anomaly behaviors**." + "- 1. Matrix Profile on the first half of dataset which has **1 anomaly behavior**.\n", + "- 2. Matrix Profile on whole dataset which has **2 similar anomaly behaviors**." ] }, { @@ -338,11 +341,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "[Upper Fig] : T(+) contains at least two instances that are of our interest. \n", - "Signals on grey area are two \"desired instances\" which are similar. \n", + "[Upper Fig] : T(+) contains at least two instances that are of our interest. Signals on grey area are two \"desired instances\" which are similar. \n", "\n", - "[Bottom Fig] : T(-) looks clean, much more regular repeated pattern. \n", - "Because T(-) has to be **zero instances of interest**." + "[Bottom Fig] : T(-) looks clean, much more regular repeated pattern. Because T(-) has to be **zero instances of interest**." ] }, { From 6a7f3b52e285ecb13f4ca6c010185513ef9f0155 Mon Sep 17 00:00:00 2001 From: ken Date: Sun, 12 Mar 2023 17:19:45 +0900 Subject: [PATCH 09/14] fix docs order --- docs/Tutorial_Contrast_Profile2.ipynb | 233 +++++++++++++++----------- 1 file changed, 131 insertions(+), 102 deletions(-) diff --git a/docs/Tutorial_Contrast_Profile2.ipynb b/docs/Tutorial_Contrast_Profile2.ipynb index 3df4c4465..e7b0cabb7 100644 --- a/docs/Tutorial_Contrast_Profile2.ipynb +++ b/docs/Tutorial_Contrast_Profile2.ipynb @@ -17,17 +17,16 @@ "Time series **motifs** refer to two particularly **close** subsequences, \n", "whereas time series **discords** indicate subsequences that are **far** from their nearest neighbors. \n", "\n", - "**If two or more discords in same dataset are, what can we do?**\n", + "If a dataset has **more than one discords**, we have to know how those discords are calculated in Matrix Profile. \n", "\n", - "\n", - "Let's demonstrate it in ECG data with anormaly behavior.\n", - "- 1. Matrix Profile on the first half of dataset which has **1 anomaly behavior**.\n", - "- 2. Matrix Profile on whole dataset which has **2 similar anomaly behaviors**." + "Let's demonstrate it with ECG data in followoing condition .\n", + "- Matrix Profile on the first half of dataset which has **1 anomaly**.\n", + "- Matrix Profile on whole dataset which has **2 similar anomalies**." ] }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -38,39 +37,21 @@ "\n", "plt.style.use('https://raw.githubusercontent.com/TDAmeritrade/stumpy/main/docs/stumpy.mplstyle')\n", "\n", - "ecg_demo_df = pd.read_csv(\"ECG_demo.csv\", index_col=0).astype(flsoat)\n", - "T_m = ecg_demo_df.values[:, 0]\n", - "T_p = ecg_demo_df.values[:, 1]\n", - "\n", - "# 1. the first half of dataset\n", - "m = 128 # for example\n", - "MP_PP1 = stumpy.stump(T_p[:2000], m, normalize=False)\n", - "discord_idx1 = np.argmax(MP_PP1[:, 0]) # disccords\n", - "discord_nn_idx1 = MP_PP1[discord_idx1, 1] # disccords nearest neighborhood" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We will explain the concept with each of the following data that satisfy the following conditions.\n", - "- **𝐓(+)**: contains **at least two instances** that are unique to the phenomena of interest. (It also include regular, obvious patterns.)\n", - "- **𝐓(−)**: contains **zero instances of interest**. \n", - "\n", - "Take a look at the plot below to confirm the condictions." + "df = pd.read_csv(\"ECG_demo.csv\", index_col=0).astype(float)\n", + "T = df.values[:, 1] # with 2 similar anomalies\n", + "m = 128 # window size as an example" ] }, { "cell_type": "code", - "execution_count": 108, + "execution_count": 2, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
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" ] }, "metadata": {}, @@ -78,14 +59,11 @@ } ], "source": [ - "fig, axes=plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0})\n", - "axes[0].axvspan(1280, 1290+m, color=\"grey\", alpha=0.3, label=\"desired discords\")\n", - "axes[0].axvspan(2400, 2400+m, color=\"grey\", alpha=0.3)\n", - "axes[0].plot(T_p)\n", - "axes[1].plot(T_m)\n", - "axes[0].set_ylabel(\"T(+)\")\n", - "axes[1].set_ylabel(\"T(-)\")\n", - "axes[0].legend()\n", + "plt.figure(figsize=(20, 3))\n", + "plt.plot(T)\n", + "plt.axvspan(1280, 1290+m, color=\"grey\", alpha=0.3, label=\"desired discords\")\n", + "plt.axvspan(2400, 2400+m, color=\"grey\", alpha=0.3)\n", + "plt.legend()\n", "plt.show()" ] }, @@ -94,18 +72,29 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "You can see two presence of novel patterns(PVCs) as discords in upper fig. Those are target we try to find.\n", + "You can see two presence of novel patterns(PVCs) as discords. Those are target we try to find.\n", "##### 1. Matrix Profile with **the first half** of dataset (which has 1 anomaly behavior.)" ] }, { "cell_type": "code", - "execution_count": 115, + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "mp = stumpy.stump(T[:2000], m, normalize=False)\n", + "discord_idx = np.argmax(mp[:, 0]) # discords index\n", + "discord_nn_idx = mp[discord_idx, 1] # discords nearest neighborhood index" + ] + }, + { + "cell_type": "code", + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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"text/plain": [ "
" ] @@ -117,17 +106,16 @@ "source": [ "fig, axes=plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0})\n", "axes[0].axvspan(2000, 4000, color=\"grey\", alpha=0.9)\n", - "axes[0].axvspan(discord_idx1, discord_idx1+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", - "axes[0].axvspan(discord_nn_idx1, discord_nn_idx1+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", - "axes[0].plot(T_p)\n", + "axes[0].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", + "axes[0].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", + "axes[0].plot(T)\n", "axes[1].axvspan(2000, 4000, color=\"grey\", alpha=0.9)\n", - "axes[1].axvspan(discord_idx1, discord_idx1+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", - "axes[1].axvspan(discord_nn_idx1, discord_nn_idx1+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", - "axes[1].plot(MP_PP1[:, 0])\n", + "axes[1].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", + "axes[1].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", + "axes[1].plot(mp[:, 0])\n", "axes[0].legend()\n", - "axes[1].legend(loc=2)\n", "axes[0].set_title(\"Matrix Profile with first half\")\n", - "axes[0].set_ylabel(\"T(+)\")\n", + "axes[0].set_ylabel(\"T\")\n", "axes[1].set_ylabel(\"Matrix Profile\")\n", "plt.show()" ] @@ -143,24 +131,23 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ - "# 2. whole dataset\n", - "MP_PP2 = stumpy.stump(T_p, m, normalize=False)\n", - "discord_idx2 = np.argmax(MP_PP2[:, 0]) # disccords\n", - "discord_nn_idx2 = MP_PP2[discord_idx2, 1] # disccords nearest neighborhood" + "mp = stumpy.stump(T, m, normalize=False)\n", + "discord_idx = np.argmax(mp[:, 0]) # discords index\n", + "discord_nn_idx = mp[discord_idx, 1] # discords nearest neighborhood index" ] }, { "cell_type": "code", - "execution_count": 114, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { - "image/png": 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+e/fuGDRoUJ3Hk56ejg0bNoDjuICfFxQUgGVZNG/ePOIxhEL4HdOmTcN1112n+BzBKyMUo0ePxrPPPouNGzfi1KlTGDt2LJKSkjB48GAsXboUeXl56NKlC7Kzsxs83vrgcDhw0UUXYdmyZWjTpg0yMjLQu3dvdOjQAQBviL58+XJMmDChXr8/PT0dZ86cCXo8Ly8PAMKep+bNm6NPnz4hv/dCYibUcQHelyUrK0t8nGXZoETOp59+ipEjR+K9994LeFzuvRKOTz/9FLfddhteeumlgMcLCwuRmpoq/t9ms2HKlCmYMmUKSkpKsGzZMjz55JMYN24cTp48iWbNmsFqteJvf/sb7r//fsVjyZNbBEEQBEEQBBEOSqoQBEEQBEEQpiIrKwtTp07F/v37cfvtt4d8HsMwsNlsARJQ1dXV+OSTT4KeK+8mqC8ejwc333wzGIbBL7/8gs8++wyPPvooRo4cGTIJ0ViMHj0aX3/9Nb777jtce+214uMff/yx+POG0rVrV3Tu3Bk7duwICpZHypgxY/Dkk0/imWeeQZs2bdCtWzfx8R9++AH5+fkRya011jkLNcZp06YhKSlJ7JhJSEjAhRdeiH/961/Iy8urdyfN6NGjMXPmTGzduhUDBgwQH//444/BMAxGjRoV8rUTJkzAokWL0LFjRzRr1qxOxx05ciQA4LPPPsPAgQPFx7/++muwLBvwXIZhxM4egZ07d2LdunUBya5w3T9Kv+Pnn3/G6dOn0alTJ8Uxpqam4vrrr8fp06fx8MMPIzc3Fz169MCoUaOwbds29OnTBw6HI+R7jLQbiSAIgiAIgjA3lFQhCIIgCIIgTMfLL79c63PGjx+P2bNn45ZbbsH//d//oaioCLNmzQoK9AJA79698eWXX+Krr75Chw4dEBsbWycfFIHp06dj9erVWLJkCTIyMvDII49g1apVmDRpEvr37x/VivrbbrsN77zzDm6//Xbk5uaid+/e+OOPP/DSSy/hyiuvbLCclsC///1vXHHFFRg3bhwmTpyIrKwsFBcXY9++fdi6dSv++9//hn39wIED0axZMyxZsgR33HGH+PiYMWPwwgsviP+ujd69e+Pbb7/Fe++9h4EDB8JisdTa4RMpo0ePhsfjwfLly/HRRx8FjHH69OlgGAaXXnppvX73P/7xD3z88ccYP348nn/+ebRr1w4///wz3n33Xdx3333o0qVLyNc+//zzWLp0KYYNG4aHHnoIXbt2RU1NDXJzc7Fo0SLMnTsXbdq0UXxt9+7d8de//hVz5syB3W7HmDFjsHv3bsyaNStISm7ChAl44YUXMH36dIwYMQIHDhzA888/j/bt2wckYJKSktCuXTt8//33GD16NNLS0tC8eXPk5ORgwoQJWLBgAbp164Y+ffpgy5YteO2114LGd9VVV6FXr14YNGgQWrRogePHj2POnDlo164dOnfuDAB48803cdFFF+Hiiy/Gfffdh5ycHJSXl+Pw4cP48ccfRR+ajh07Ii4uDp999hm6d++OxMREtG7dOmwHD0EQBEEQBGE+KKlCEARBEARBEApceuml+PDDD/HKK6/gqquuQlZWFu6++260bNkSkyZNCnjujBkzcObMGdx9990oLy9Hu3btkJubW6fjLV26FDNnzsQzzzwT0BWyYMEC9O/fHzfeeCP++OOPsJX2DSE2NhYrVqzAU089hddeew3nzp1DVlYWHn30UUyfPr3RjjNq1Chs3LgR//znP/Hwww/j/PnzSE9PR48ePfCXv/yl1tdbLBaMHDkSCxcuDEieDB06FAkJCaiurg7brSHw97//HXv27MGTTz6J0tJScBwHjuMa9N4E+vfvj+bNm6OwsDBgjEJSpX///or+KZHQokULrF27FtOmTcO0adNQVlaGDh064NVXX8WUKVPCvjYzMxObN2/GCy+8gNdeew2nTp1CUlIS2rdvj8svv7zW7pV58+ahVatWWLBgAd566y3069cP33zzDW666aaA5z311FOoqqrCvHnz8Oqrr6JHjx6YO3cuFi5ciJUrVwb9zqlTp+Lqq6+G0+nE7bffjgULFuDNN9+E3W7HzJkzUVFRgQEDBuDbb7/F008/HfD6UaNG4ZtvvsEHH3yAsrIyZGRkYOzYsXjmmWdgt9sBAD169MDWrVvxwgsv4Omnn0ZBQQFSU1PRuXNn0VcF4L2GPvzwQ8yYMQOXXXYZ3G43pk+fjueee66Ws0IQBEEQBEGYCYZrrJ0DQRAEQRAEQRAEQRAEQRAEQRCEgbFoPQCCIAiCIAiCIAiCIAiCIAiCIIimACVVCIIgCIIgCIIgCIIgCIIgCIIgIoCSKgRBEARBEARBEARBEARBEARBEBFASRWCIAiCIAiCIAiCIAiCIAiCIIgIoKQKQRAEQRAEQRAEQRAEQRAEQRBEBFBShSAIgiAIgiAIgiAIgiAIgiAIIgJsWg9AbbxeL/Ly8pCUlASGYbQeDkEQBEEQBEEQBEEQBEEQBEEQGsJxHMrLy9G6dWtYLOF7UUyXVMnLy0N2drbWwyAIgiAIgiAIgiAIgiAIgiAIQkecPHkSbdq0Cfsc0yVVkpKSAPAfTnJyssajIQiCIAiT4qoCTq4HLA7A5tB6NCI1Ljf25J6FzcLAZrMG/tDDAl4WaN4ZsOpnzHJYlgXLsujZsydiY2O1Hg5BEETdKT8LrJwJ2GIBW7zWowmixgPsKWZgYwCbUMTocQJeN9D9T0BsiqbjU4LmBoIgCIIgiPCUlZUhOztbzB+Ew3RJFUHyKzk5mZIqBEEQBKEVLhuQmADEJPJBM53gcLmRWFSDWIcNDrtsmeRxAe4aoFkzwBajzQAjwOVyoaamBsnJyRQ4IwiiacJUAfEOIK4ZP0/oDAfLIdHtRawNcFh9ktLuasBVDjRL5cetM2huIAiCIAiCiIxILEPIqJ4gCIIgCIIgCIIgCIIgCIIgCCICKKlCEARBEARBEARBEARBEARBEAQRAZRUIQiCIAiCIAiCIAiCIAiCIAiCiADTeaoQBEEQBEEQBEEQBEEQBEEQ6uPxeOB2u7UeBmFSHA4HLJaG95lQUoUgCIIgCIIgCIIgCIIgCIKIGhzHIT8/HyUlJVoPhTAxFosF7du3h8PhaNDvoaQKQRAEQRAEQRAEQRAEQRAEETWEhErLli0RHx8PhmG0HhJhMrxeL/Ly8nDmzBm0bdu2Qd9BSqoQBEEQBEEQBEEQRB2o9FhR5rWgTRyr9VAIgiAIQvd4PB4xoZKenq71cAgT06JFC+Tl5YFlWdjt9nr/HjKqJwiCIAiCIAiCIIgI4ThgxtFOmLSnF34+R4EhgiAIgqgNwUMlPj5e45EQZkeQ/fJ4PA36PZRUIQiCIHSLi/XifKVL62EQJmZPMYe8Sk7rYRAEQRA6Yl9FHI7V8EGht4+3QaGr/lWOBEEQBGEmSPKL0JrG+g5SUoUgCILQLX+dtwEXvLQcBeU1Wg+FMCG5ZRweXc3h4d85VLopsUIQBEHwbC3xV9l6wWBrWZKGoyEIgiAIgiDUhpIqBEEQhC7xeDlsPFYMl8eLpXvPaj0cwoT8nsfBC6DUBWw7p/VoCIIgCL2wvyIu4P97K0jKhCAIgiDqTU0pUJ6v3p+a0kYZ9siRI/Hwww8DAHJycjBnzhzF5zlZD9web6Mcsy6sXLkSDMOgpKRE9WObATKqJwiCIHRJfpm/O8XFqr8AIYh9xf5/Hy8HLmql3VgIgiAI/ZBXw2txD00pwbrSVOypSNB4RARBEPrk4NlyZKXGISGGwo9ECGpKgVWvAlVF6h0zPh0Y8RgQm9Jov3LTpk1ISAheDzhZDw7kl8Nhs6BbRnKjHY/QHrqrEQRBELokr6Ra/Lc0wUIQapFb5v83+aoQBEEQAnk1vIfKhal8UuVUTSy8HMlAEITWnC6pxpbj5zG+dyasFvJt0JoNR4tw43/Wo0+bFPzwwEVaD4fQK+5qPqFiiwPsKnR+uqv447mrGzWp0qJFC8XHS6rcAPhCUa+XgyUK9yaXyyWarxPqQes+giAIQpdU1LDiv8sl/yYINXB7gfNO///LXdqNhSAIgtAPHAec8XWqdImvAgMOXjAoZcmsniC05rLZq/DQF9vw0848rYdCAPhm6ykAwM5TjSO1RBgcezwQkxj9P/VM3FRWVuK2225DYmIiMjMz8frrrwf8XC7/9dxzz6Ft27Zo2yIFYwZ2x8vPPg4PxxfqOZ1OPPbYY8jOzkZMTAw6d+6MefPmia9dtWoVhgwZgpiYGGRmZuKJJ54Ay/pjIiNHjsQDDzyAKVOmoHnz5hg7diwAYNGiRejSpQvi4uIwatQo5Obm1uu9EpFBSRUiiCoXixq3R+thEARhcipd/kVDpZOSKoS6nHcC0t6UcrdmQyF0xPlKFziOupYIwswUu61wei1gwKGVw4VUG79GKaakCkFoCsdxqHTxcYwNx4preTahBrRk0gf/Wn4IM3/ZR2vYBjJ16lSsWLECCxcuxJIlS7By5Ups2bJF8bn/+9//8MYbb+Df//43/tiyC2988Ck6d+sBr5c/B7fddhu+/PJLvPXWW9i3bx/mzp2LxMREAMDp06dx5ZVXYvDgwdixYwfee+89zJs3Dy+++GLAMT766CPYbDasWbMG//73v3Hy5Elcd911uPLKK7F9+3bcddddeOKJJ6L7oZgckv8iAnCyHlz40nIkxdqx+rFRUWlLIwiCiIQqpz+5S0kVQm2KZIpz1KlCbDxWjL/8ex3uGJ6D6Vf11Ho4BEFoRF4136WSamNht3BIs7txnrWj2O1AR6vGgyMIE3Ouwt9inBZPMjh6wCuJ4bMeL2xWqutWmyoXi9eXHgQAXNSpOS7urCxRRYSnoqIC8+bNw8cffyx2hXz00Udo06aN4vNPnDiBjIwMjBkzBgWVLGJSW6J3/4HwcBwOHjyIr7/+GkuXLsWYMWMAAB06dBBf++677yI7Oxtvv/02GIZBt27dkJeXh8cffxzPPvssLBb+OurUqRNeffVV8XVPPvkkOnTogDfeeAMMw6Br167YtWsXXnnllWh9LKaH7mhEAMcKK1FWw+J0STXKKYhJmJzdp0tx2RursHhPvtZDMSXSTpUKuh8RKlPoS6ok+MpPyiipYnqe/X43AGD+mlxtB0IQOsHFerUegiaccfIdKWl2fmKIt/KfQ7WXttYEoSXSgqzyGmox1gNeSWfE+So6J1pQIvncD52t0HAkTZsjR47A5XJh6NCh4mNpaWno2rWr4vNvuOEGVFdXo0OHDnj0oclY/stPYFkWHi+H7du3w2q1YsSIEYqv3bdvH4YOHQqG8Re5Dx8+HBUVFTh16pT42KBBg4Jed+GFFwa8TjpeovGhlR8RwPlK/w23pIoiSIS5eeq73Th4tgL3fKLc0klEF2l3SpWLJAkJdSmq5v9ul8z/XUn7QNNzuqRa6yEQhG545df96P/8Evx+8JzWQ1GdEhffjpLsk/1yWPikitNLbSoEoSXVEgnzokqKZegBJ0uJLq0pk3zu1STzX2/qKp2WnZ2NAwcO4J133kFsbCxeevpR3Hn9lXA6XYiLi6v1WNLEiPT40scTEhIaNEai4VBShQggv8wfMKBKAsLs1FAgX1MqJZ8/daoQalNYwy9Ys3xrVZYLlDAgzIfTbc6qfIJQ4r2VR1Dp8uDujzdrPRTVKXHzyZNEK79OifUlVWqoU4UgNEUaMK6mfZwucLH+xTNLC2lNKJXE9UhSu/506tQJdrsd69evFx87f/48Dh48GPI1cXFxuPrqqzH9pVmY9/WP2LFlE/bs3o3evXvD6/Vi1apViq/r0aMH1q5dG5AkWbt2LZKSkpCVlRXyeD169AgYH4Cg/xONC638iACKJaW456lThTA5qfFkOKolVU4yqtcLTtZjuu7FIp8sd2aCvxrIpEo3hA8LrZoJIgiXx3w3xhI3rwuZaOXXJjG+pIqLo5uEmTlbVoM75m/EEpIN1gxpQZwZ7016xC05D2aVjNSa0mp/jI/UH+pPYmIiJk2ahKlTp2L58uXYvXs3Jk6cKPqbyFmwYAHmzZuH3bt349ixo/jpm68QGxuHrOy2yMnJwe23344777wT3333HY4dO4aVK1fi66+/BgBMnjwZJ0+exIMPPoj9+/fj+++/x/Tp0zFlypSQxwOAe++9F0eOHMGUKVNw4MABfP7551iwYEE0Pg7CBxnVEwHUSKo7SqlThTA50u5JpRZMIrpIq83cHqps0pI/vb0G+/PLseXpMUhPjNF6OKogGNVnSrqqXV6AbE/Ni4XmAIIIwmrC60LoVEnydao4LPwaxUmdKqbmP78fxYoD57DiwDnkvjxe6+GYksC9AwXw9YD0PNA50YbymiZUqOiu0vVxXnvtNVRUVODqq69GUlISHnnkEZSWlio+NzU1FS+//DKmTJkClvWgU7ceeGv+F2iWlgYAeO+99/Dkk09i8uTJKCoqQtu2bfHkk08CALKysrBo0SJMnToVffv2RVpaGiZNmoSnn3467Pjatm2Lb775Bv/4xz/w7rvvYsiQIXjppZdw55131uv9ErVDSRUiAKdkISLVvyTUg+M4OFkvYu2ky6w1NZJrgPVysFvNFzjQEmk1k5sqmzSD4zjszy8HAKw7WoQJfVprPCJ1KPSpYWbE+x9ze0E9vibGjMFjglBCKkdhxsuilOXX6Aky+S9KqpgbacC4xu2hvZwGUEGW/ghMqtA50QKnZB+t204VexwQnw5UFQGsSh6G8en8cetAYmIiPvnkE3zyySfiY1OnThX/nZubK/77mmuuwTXXXAMAOHi2XCxgF66C2NhYzJ49G7Nnz1Y81ogRI7Bx48aQY1m5cqXi4xMmTMCECRMCHrvjjjtC/h6iYVBShQighqVJT2se+nI7Vu4vwPJHR6BlUqzWwzE1Ui1eF+uF3UqbZTWRtu1TC792SP21zHINcBxw3if/lR4LOCx8l4rLA0qqmBiLxR89drFeOGz0ZSDMiTRAY8Yu3iqWv/bjLPw6MYaSKgQC10gVTpaSKhog3btRV4Q+kMaU6JxoA+v1f+6VLp12qsSmACMeA9wqJVQAPqESm6LKoQIVUFQ5JKESlFQhAqihllnN+XFHHgDgf1tOYfLIThqPxtx4vLQI1JKAThX6/DXjbFmN+G/dt4w3ElUegOX4QGFqDGD3JVXIp9zcSHIqqHZ5KKmiMQu3nUJJlRt3DG+v9VBMR5lEn93r5UwnkVrp4a/9WCs/KfiTKhRENzMlkiIUJ3VYa4I0lkH+HfrATUVymiNNbFU5ddqpAvAJDpWSHGrDgVP8N9H0oaQKEYBTEjFiqVNFdThKW+sKVpJUoUWg+kg3pF6OT3JZLeYJ2uiF4kq/QX2JSby2ynxvOc4KxFgZOKwcKlk+sUKYF5oT9MOhs+X4x1c7AADje2eiZTJ19qpJjXS/4DWfbG21L6kSw/Cfg0NIqpBRvakpqfKvl6SS2oR6kKeK/giQ/6JElyawlNjSHOpUMS608iMCkHpI0A1XfSpMUgXeVHCRHJ6myCvMaHOkDdKqP2nAwMiUuvxdKgDfqQJQp4rZkSZ6pVIKhPrsPVMm/rushtZOalMj8100257B36niM6pn+DWi20uFH2ZGuo+jThVtCJSaor2bHqBzoj0sqW9oDiVVjAslVYgASP5LW85X+qvAa/RqImYinJKgAVXWqI88SGO2oI1ekCa3akxyHZT6ckdCUsXhWy3Rbdm8eL1cwLVA3bzaIk2k1FBFuOo4ZRlms10PYqeKr0PF6kuqeEBJFTMjvRdRUkUbWPLv0B0k56w9Ad1CdA40geS/jAslVYgAakj+S1NKqiUyO9XmkNnRM9JFIAX01SeoU4U2qJrgNOFmqMzXqZIidKr4VG2oCtm8yANk0qo/Qn0qaqQV4ZRUURv5Z26WuUGg0mdUH+tLqth8SRXBi4swJ1LpKZL/0gZpF6nZ7kt6RXpOaD+tDSx1C2kOdaoYF0qqEAFQp4q2BATxKYCsOU46H5oSLP9FKxAtMGOFmeCpkurg/xbkv8hTxbzIg8isSa4FvVJeI+nsJV0+1ZF/5maZGwSETpVYWacKS54qpkaaVDFLZ6/ekO4VaO+mD9zUPaQ5bi/FNLRG6p1MEQ1jQSs/IgAneUhoCmmO6gePlyP9UY2RV4bTOdCGQBk8c9yXSt2yThXyVDE98jmZOlW0RepdQPJf6hOcZDTP9eDyMnBzykkVE30MhALVksoL6lTRBtZDsQy9IVUaINUBbZDu32g/rT4cFyj4xVGriqGgpAoRALXMagt9/vqBuiS0R34OqGVcG8wo/+X3VOGTK1afogvF0c2L3JjeTEFkPVJeQ4bQWmLmThWhSwUAYix84NwmJlVoa21myFNFe6ggTn+4KNGlORRj0hZ5DoVyKsaCVn5EANIggTyAQEQfMhHTD8FJFTofaiNPotA50IaApIpJsgqlPk8VwajeQkkV0yNPotAaSVuqXNSpoiXBnirmuTkKfip2xgubb24Q/iZPFfPCcVygpwolVTRBOjezXg5eWrhpjjTRRQVy2tBk1FBYF+CqUu8P66p9TBEwcuRIPPzwwwCAnJwczJkzJ+DncmN6tc/AypUrwTAMSkpKVD6yObBpPQBCX0iDli6TyLzoiSYz4ZkAecCA9EfVJ9ionq4JLXCZsG1f8FRJ8XmqCJ0qdFs2L/KkLsl/aYt0jUSeKuojDxibKclY5etUibf637Nf/ouSKmbF7eHg8UrvS5Ts1QJ5AYTL40WsxarRaAiPN/C6oAI5bZDK4uk2scW6gNNbAFeFesd0JAJZAwGbo9F+5aZNm5CQkBDwmHzLQPJfxoKSKkQA0iCBmTZIeoE6VfSDPGCg2wWIgRGuAZuFAevl6BxohBnlv8rcgZ0qVl9fLyVVzIs8iULyX9oivRdR8FJ95J+5WeYGQDmpYqOkiumpll0THkq8a4K8KJHOg7bI5wbqHNIGuSwex3FgGJ3NV16WT6hYHY2a5AgJ6+KP52UBNN7xWrRoEfSYWvJfLpcLDocKnx0RAMl/EQGwHqok0BL6/PUDmaRrj7AAjHPwFWbULaQNAUb1JtgMcRwX1KlC8l9EcKcK3Y+0RHo+SGZHfYLXSOa5OQpJlTiFThUWOgtSEaoh73CnbkZt8MjmZg9VhGuKfO1E50MbpOeB43SebLQ5AFusCn/ql3yorKzEbbfdhsTERGRmZuL1118P+Llc/uu5555Dxw45GNSxFcYM7I6Xn31c/JnT6cRjjz2G7OxsxMTEoHPnzpg3b57481WrVmHIkCGIiYlBZmYmnnjiCbCsX/525MiReOCBBzBlyhQ0b94cY8eOBQAsWrQIXbp0QVxcHEaNGoXc3NyI39+CBQuQmpqKxYsXo3v37khMTMTll1+OM2fOiM+ZOHEirrnmGsyaNQuZmZlIT0/H/fffD7fbHfFxjAR1qhABuMlITFOklfhUBastQYtAPS8+DAjH+dvFY+1WlNew8NJCXBPMJv9VzQKcLzCWYOcfI/kvIshThb4MmiJdo8qDaET0YeVJRhNdDyT/RSgh3zdTRb42yIt/PCa6N+kR+XVByUZtCPYF5GAjVbx6MXXqVKxYsQILFy5ERkYGnnzySWzZsgX9+vULeu7//vc/vPHGG/j4088Q27IdCgsKcHDfbtFT5bbbbsO6devw1ltvoW/fvjh27BgKCwsBAKdPn8aVV16JiRMn4uOPP8b+/ftx9913IzY2Fs8995x4jI8++gj33Xcf1qxZA47jcPLkSVx33XW49957cd9992Hz5s145JFH6vQeq6qqMGvWLHzyySewWCz461//ikcffRSfffaZ+JwVK1YgMzMTK1aswOHDh3HjjTeiX79+uPvuu+v6kTZ5KKlCBCBvDSTURTrhkdSRtsgXHxTQVxfpIjzWzgcwaCGuDS6TyX9Vuf3fsxjfhoM6VQh5Zwrdj7RFei+ic6E+8kCZGeYGAaVOFUH+i4zqzUtQopHuS5ogPw/UGaEt8vNByUZtkM/RLo8XsXbKqtSViooKzJs3Dx9//LHYFfLRRx+hTZs2is8/ceIEMjIyMGr0GOQW1yAzKxu9+w8Ex3E4ePAgvv76ayxduhRjxowBAHTo0EF87bvvvovs7Gy8/fbbYBgG3bp1Q15eHh5//HE8++yzsFj4tUinTp3w6quviq978skn0aFDB7zxxhtgGAZdu3bFrl278Morr0T8Pt1uN+bOnYuOHTsCAB544AE8//zzAc9p1qwZ3n77bVitVnTr1g3jx4/H8uXLTZlUIfkvIgDpDZcq89WHPFX0g1vePk6nQ1WkAcwYXykNVSNrQ8B9yQTzQjXr65CycrD49IbFThX6CpqWoGpL+jJoSmCnivHvS3pDnmQ005q1ig3tqUJJFfMS3OFunmtCT8iL4mh+0BZ5kaiJpgpdId+/mUF5IBocOXIELpcLQ4cOFR9LS0tD165dFZ9/ww03oLq6Gj26dsaMx/6O5b/8JMp3bd++HVarFSNGjFB87b59+zB06NAA75vhw4ejoqICp06dEh8bNGhQ0OsuvPDCgNdJxxsJ8fHxYkIFADIzM1FQUBDwnJ49e8JqtYZ9jllo0kmVmTNngmEYPPzww1oPxTBIFyJmauXXC5RU0Q/Bi3I6H2qi1KlCl4Q2SBfiZliEC50qsZICLiGpYvx3T4RCSTqB0A4qAtIWM18PSvJfFl9SxUtJFdNCMkf6QP650/ygLfLrgvbT2iAvBCJFlPrB1bHzLTs7GwcOHMAbc95CTGwsXnr6Udx5/ZVwud2Ii4ur9VjSxIj0+NLHExISGjRGJex2e8D/GYYJ+r1Kz/Ga9PpuskmVTZs24T//+Q/69Omj9VAMhbTyjNpl1Ue6EKSklrYEV5xpNBCTIl38UaeKtrAmS/ZW+pIqcRKBVAt1qpgeefciGdVrCyVVtMXM8l+VYlLFb0xOnSoEeTHqA/ncTOdBW8ioXh+QL2Dj0KlTJ9jtdqxfv1587Pz58zh48GDI18TFxeHKCVfhiedfwbyvf8SOLZtwYO8e9O7dG16vF6tWrVJ8XY8ePbB27dqAZMbatWuRlJSErKyskMfr0aNHwPgABP2faFyaZFKloqICt956K95//300a9ZM6+EYBo7jAjZJpHmpPtIqcKog0BZaBGqLkGC0MIDNF9Gmqj9tCOhgNME5EDpVYqhThZAg79KiDam2mO2+pDeC5b/Mcw6qyVOFUCC4It8814SeoPOgL1wsJbn0gLwwiLxi60diYiImTZqEqVOnYvny5di9ezcmTpwo+pvIWbBgAebNm4c9e3bj1PFc/PTNV4iNjUPrNtnIycnB7bffjjvvvBPfffcdjh07hpUrV+Lrr78GAEyePBknT57Egw8+iP379+P777/H9OnTMWXKlJDHA4B7770XR44cwZQpU3DgwAF8/vnnWLBgQTQ+DsJHk0yq3H///Rg/frxo6BMOp9OJsrKygD+EMvJJjjap6hMgs0NJFU0Jkv+i86EqwvffZrXA5oto00JcG6T3JfnmyIhUUacKoYB8TURrJG1xUaeKppi6U0XBU0X03aKkimmhThV9IJc5orlaW0iOTR80KclO1gWwNSr8cdVreK+99houueQSXH311RgzZgwuuugiDBw4UPG5qampeP/99zF21Ahcf9lF2LDmd7w1/wukNksDALz33nu4/vrrMXnyZHTr1g133303KisrAQBZWVlYtGgRNm7ciL59++Lee+/FpEmT8PTTT4cdX9u2bfHNN9/gxx9/RN++fTF37ly89NJL9XqvRGTYan+Kvvjyyy+xdetWbNq0KaLnz5w5EzNmzIjyqIyB/OZKGWz1kS7IqQpWW4Lax+l0qIqw6LZbGNEsnBbi2sCaLHjpN6r3PyZ2qlDAzLTIA2a63pCaAJL/0hZ54NJM56BawVPF6utU8YDmCLNCc4Q+oHiGviA5bX0gPw+6VKSx2ABHIuCqADz1S3jUGUcif9w6kJiYiE8++QSffPKJ+NjUqVPFf+fm5or/vuaaa3DNNdegvMaNY4WVQb8rNjYWs2fPxuzZsxWPNWLECGzcuDHkWFauXKn4+IQJEzBhwoSAx+64446Qv0fKxIkTMXHixIDHrrnmmgAZMqXOlzlz5kT0+41Ik0qqnDx5En//+9+xZMkSxMbGRvSaadOmYcqUKeL/y8rKkJ2dHa0hNmmCFoMURVYd6SaV5L+0xUXGepoiVMHarBaS/9IY6VxgBhk8JaN6sVPF+G+fCEGwHjXNCVpC8l/aYubAZaWHnxziFeW/LOA4UGrFhAR1uNN9SRPIO0JfyKVTaT+tDU2i29rmALIGAl5WvWNabPxxo4x8iaTDT59oAE0qqbJlyxYUFBQEtFd5PB78/vvvePvtt+F0OmG1WgNeExMTg5iYGLWH2iSRLzrMtEHSC+Rpox+CqzA1GohJETqF7FYGVp9uKF0T2iDV4TVDkEBJ/svqE0ulvbl5IfNbfREo/0UTtNqYuRBLyVNF6FQBeO8tq/xFhOGRF8PJ5wxCHeSfO8UztEV+XZhoqtAVTUae0OYAEP0kh9rIP20tb0tXXHEFVq9erfizJ598Ek8++aTKI2r6NKmkyujRo7Fr166Ax+644w5069YNjz/+eFBChagbcgMr3d5sDUyA/Bd9/ppCSUZtET5/m8UiBrTpmtCGgE4VE5yDyjCdKiZ4+0QIyPxWXwTKEmo4EJMSJCViojVSpZL8F6RJFYaSKiaEOlX0QZPyjjABwWsnmrC1gO5PGqOjNdIHH3yA6upqxZ+lpaWpPBpj0KSSKklJSejVq1fAYwkJCUhPTw96nKg7dLPVHukm1UwbVD0iTzKaqQpTD/iN6hnYfJ0qdE/SBrN5Fyh2qpD8l+kJ6l6kOVozPF4uIMFJQRr1MfOeoUraqeJ72xaJ3peHY2DXYFyEtjSZSnCDQ0Wi+sLM/lt6gjyftEX4tC0MAy/HgdNQACwrK0uzYxsVi9YDIPRD0AaJAgaqQxrh+iFIA5auB1URvv92qwVWCxnVa4n0XmSGc+A3qve/V+pUIeRzsocybJpBwQHtcfs+c6sJPc+qWKFTxSM+ZpHKf3HkqGJGguW/zHNN6An53GyGdaueCZL/ohoITTCzD5oeED5thpE9QBiCJtWposTKlSu1HoJhoMoO7XFLPnOOAziOA8PQ5kwLggJoVAmrKmKnioURjerpnqQNAZ0qJliEKxnVU6cKESRhYYJrQa9QRbj2CNXHMTYLqlweU3meVUnlv3x+ulL5Lw/Z1JsSM3dv6Ql30P6NzoOWkPyXPhDWTVYLA4+XIwUOlRG2DBaGgUfTPhUiGlCnCiFCi0HtCeqOoHOgGcGLQI0GYlJETxWrBRYTVsLqCbN5qohJFUnZicWX3DbB2ydCIJewMFMQWW+Qv432CPNCrJ3PPptpfq5SMKqXyn9Rp4o5oQ46fcBKgscAzQ9aE1QEQadDE8Q528bPX9Spoi5CGkWolaaP31hQUoUQoco/7WHlPh50DjQjKIBGs5+qCNeC3ervVKFzoA1m9VShThVCirz6leZn7aD1qvYI3e1mDNBUKRjVWxiA8QVNvNSpYkqC7ku0YNAEefCYukq1RX5dUEGKNgj76hgTFkLoAt/HzdD6wJBQUoUQCZY7oput2rhkC3AzbVL1RlAAjTZHqiJUItssjF+znc6BJgTp8Bp8blAyqidPFYKM6vUDVYRrjzAfCwEas+wZPBzg9AYnVQD/POGhThVTQhKR+sAtCx4bfc2qd4Trwu+/RdIPasNxnHgexEIIui5UxW9UL/yfPn8jQUkVQoQCBtojPwcUKNCOoMoauh5URSr/5W/hp4W4FpgtgEmdKoQSZFSvH+TBS5qf1cct8VQBzJNUEbpUAIWkCnWqmBrhmrBbSXZKS4TPXbg3GX3NqneE68IfzNdyNOZEeg3ovVPF7XajpqZGtT9ut7vBYx45ciQefvjhsM8RlqmiV3KIj3/lypVgGAYlJSUNHpecBQsWIDU1tU6vyc3NBcMw2L59e9TH1xAmTpyIa665RrPjN3mjeqLxkFaGs16OFoMaQC2y+iE4wUWrQDWRyn+JSRUKnGmCvEPI6AHMKja4U8VKnSqmJ1gXnL4MWhGU6KUEl+oIARmzdapUsXxg0AIODkvge7YyHNwcdaqYFVYMHlvh9rC6DVoaGWlFvtkSvnpF8IuNtVtR6fLQfloDpGskPV8XbrcbBw4cQHV1tWrHjIuLQ9euXWG326N6nCBPlRDPGzZsGM6cOYOUlJSojqe+6H18WkFJFUJEmORi7VZUOFld3myNDpmv6gcyqtcWf7u4RfRUoQ2qNpjN60mpU8VCnSqmJyi5aPDrQM+Qp4r2sLLqY6PPCwJCp0qCzSsGRwREmUjqVDElLokkXrmTpe5qDZDOBbEmS/jqFbFTRTgfdDpUxy25F+m5EMLj8aC6uho2mw02W/TD1CzLorq6Gh6PJ+pJFSGLYvEtHEJ9+g6HAxkZGSF/jcfjAcMwsFi0EZyqbXzRxu12R/9c1QOS/yJEWKrs0BwKFOgHIZDssJL2qBYIARu7hYFF6FShlbjqSKv+BIx+XxKTKtJOFd9qiZKr5kXaPcf/39jXgZ4h7wLtccs8VYzewShQ6UuqxFmDJwOrL0xCSxVzIqxb4xy+RCN9EVQnQOaIjOp1gZBsjLXTflorpPei2CZwXdhsNjgcjqj/qU/iprKyErfddhsSExORmZmJ119/Peg5LpcLjz32GLKyspCQkIALLrgAf6z+HQDAAMg7dQIPTLwRzZo1Q0JCAnr27IlFixYBCJbXEiS7fvrpJ/To0QMxMTE4fvy44jFWrlwZMI4FCxagbdu2iI+Px7XXXouioqJa39/GjRvRv39/xMbGYtCgQdi2bVvAz+XjO378OK666irF9wIAe/bswfjx45GcnIykpCRcfPHFOHLkCADA6/Xi+eefR5s2bRATE4N+/frh119/FV8rSI99/fXXGDlyJGJjY/Hpp5/C4/FgypQpSE1NRXp6Oh577DFwsu/z//73P/Tu3RtxcXFIT0/HmDFjUFlZWev7ry+UVCFEgioJaNJTHfkCXM8TntFxs0LAwFxVmHpB+LxtVkbsVKHrQX2U5gEjb4hYLwenh/93nEKnCuVUzItfUsRcQWQ9YjafJz0iJBnNVohVLXSqKCRVLIzPU4Wj7bUZcUvkvwCaI7QgMKkixDNo5aYlrCy+RPO1+gjnwMIADnHOpuuiPkydOhUrVqzAwoULsWTJEqxcuRJbtmwJeM4dd9yBNWvW4Msvv8TOnTtxww034JY/X43jx47AwgAvPT0VLqcLq1atwq5du/DKK68gMTEx5DGrqqowc+ZMfPDBB9izZw9atmypeIzLL78chw4dAgBs2LABd955JyZPnozt27dj1KhRePHFF8O+t8rKSkyYMAFdu3bFli1b8Nxzz+HRRx8N+5r7778fTqcTv//+e9B7OX36NC655BLExsbit99+w5YtW3DnnXeCZVkAwJtvvonXX38ds2bNws6dOzFu3DhcffXV4nsQePzxx/HQQw9h3759GDduHF5//XV8+OGHmDdvHv744w8UFxdj4cKF4vPPnDmDm2++GXfeeSf27duHlStX4rrrrgtKvDQmJP9FiARpkNJiUHXccpkdqnLSDLcYMLCiHCxtjlRGWADyRvXmCtroCaXNj5E3REKXChDCqJ72IKaFlRhzVzhpftaS4K5eujDVhhWrj81ViFXJhulUEeYJNQdE6AahIj/OQcFjrZD6YQpFcbRu0xZ50a6RC7P0ilssVLSI8lN0XdSdiooKzJs3Dx9//DHGjh0LAPjoo4/Qpk0b8TlHjhzBF198gVOnTqF169YAgEcffRTf/7QI33/1Gfo9/yLyT5/CmCuvRu/evcEwDDp06BD2uG63G++++y769u0b9hi//vor5s+fj5deeglvvvkmxo0bhyeeeAIA0KVLF6xduzagE0TOZ599Bo/Hgw8//BDx8fHo2bMnTp06hfvuuy/ka06cOIE///nP6N27NwAEvJd33nkHKSkp+PLLL0XJri5duog/nzVrFh5//HHcdNNNAIBXXnkFK1aswJw5c/DOO++Iz3v44Ydx3XXXif+fM2cOpk2bhj//+c8AgLlz52Lx4sXiz8+cOQOWZXHdddehXbt2ACCOL1pQUoUQEeWOfEkVjuMnPkF6h4g+QUb1FMjXDFbWrkybI3URPm+7hYGVIbkdrZDfkwBj35eqfUkVC8PBJik2pk4VQtiU+nXBjXsd6B25/BcluNTH7aFOFTkWCJ0qtG8yI6ysU8Us14SekM4NditV5OsBufwXGdWrj1RSW1R/oPNQZ44cOQKXy4WhQ4eKj6WlpaFr167i/7du3QqO4wKSBwDgdDoRn5QKhgFuufMe/PPJR7Bj/e8YM2YM/vznP6NPnz4hj+twOAJ+Hu4Y6enpAIB9+/bh2muvDfj50KFDwyZV9u3bh759+yI+Pj7gNeF46KGHcN9992HJkiVB72X79u24+OKLFT1QysrKkJeXh+HDhwc8Pnz4cOzYsSPgsUGDBon/Li0txZkzZwLGZbPZMGjQILETpW/fvhg9ejR69+6NcePG4bLLLsP111+PZs2ahX0vDYGSKoSIW1Z1BvBBAwsZLqpGkPwXLcg1Q1j0UWWNNgj3I5vVApuVPFW0gg3YoDJwezhDJ7eqBNk/CwJMiKlThWBlQWSaE7SDpQIUzWG9gYEys6xXKz38mjB8pwrtm8yImGi0k6eKVki9z6wWqsjXA8GyeFqOxpy4JeoPFrou6k0k8lFerxdWqxVbtmyB1eqPqZ4tq4ETdlgYBtfdfBuGjbgUhzevxrJlSzFz5ky8/vrrePDBBxV/Z1xcHBjJpjTUMQCI0lv1kbqqz2vuuusujBs3Dj///DOWLFkS8F7i4uJqfb30fQljkD+WkJBQpzFZrVYsXboUa9euxZIlS/Cvf/0LTz31FDZs2ID27dvX6XdFCom+EiLygAFgnk2SXiCjev0QJIdH50JVxKoa6caIAmeqI8jgMQxgsxg/mCya1AeuUf2dKlSBbFpYmTG3kZOLeoc8VbSHlXkMmWV+FjtVbMEiX35PFZonzIjQzRhnMkk8PSHcl2wWC1Xk6wSxg8tB14VWCDENu5U6VRpCp06dYLfbsX79evGx8+fP4+DBg+L/+/fvD4/Hg4KCAnTq1En8k9OhI5q3bCUW7GW0boN77r0H3377LR555BG8//77EY8j1DE6deqEjIwMAECPHj0Cxgkg6P9yevTogR07dqC6ujri1wBAdnY27r333qD30qdPH6xevRputzvoNcnJyWjdujX++OOPgMfXrl2L7t27hzxWSkoKMjMzA8bFsmyQrw3DMBg+fDhmzJiBbdu2weFwBPiuNDaUVCFE5NIWAE18aiOXtDDLJlWPyDVgKWijLqL+q8Uiyn/R/Uh9xIV4wAbVuOeh2u0rLpAlVcQKZOO+daIWhHuS2KlC87NmCHIiDip60Ay3SY3qKz1hPFV88l/UqWJO3GzgvoH2cOrDinsHRlKRT+dBS0QlFJLF0wxpspGui/qTmJiISZMmYerUqVi+fDl2796NiRMnwmLxh9S7dOmCW2+9Fbfddhu+/fZbHDt2DJs2bcI7c2Zh9W9LwDAMXn1uGtasXI6jR49h69at+O2338ImEuSEOsYrr7yCRYsWAeBluX799Ve8+uqrOHjwIN5+++2w0l8AcMstt8BisWDSpEnYu3cvFi1ahFmzZoV9zcMPP4zFixfj2LHg9/LAAw+grKwMN910EzZv3oxDhw7hk08+wYEDBwAAU6dOxSuvvIKvvvoKBw4cwBNPPIHt27fj73//e9hj/v3vf8fLL7+MhQsXYv/+/Zg8eTJKSkrEn2/YsAEvvfQSNm/ejBMnTuDbb7/FuXPn6vQZ1xWS/yJEFDtVaEGoKtSpoh/knioUQFMXv1G9v1OFElvqIz0PFhOcB6FTJcYa+B79nSpqj4jQC/I1Ekm7aIffu8ACF+ultZLKeLwchCWR2Yzqq8J5qlBHo6kR9nDUqaId0jWrzQRr1qaASyxSNFcCXk8IRRBN5bpgWVa3x3nttddQUVGBq6++GklJSXjkkUdQWloa8Jz58+fjxRdfxCOPPILTp08jPT0d/QYOwcDhl8ICwOPxYObTU/GP/DwkJyfj8ssvxxtvvFGncSgdY+jQobjyyisBABdeeCE++OADTJ8+Hc899xzGjBmDp59+Gi+88ELI35mYmIgff/wR9957L/r3748ePXrglVdeEQ3hlfB4PLj//vtx6tSpoPeSnp6O3377DVOnTsWIESNgtVrRr18/0UfloYceQllZGR555BEUFBSgR48e+OGHH9C5c+ew7/2RRx7BmTNnxITWnXfeiWuvvVY8D8nJyfj9998xZ84clJWVoV27dnj99ddxxRVX1OkzrguUVCFE5NIWgLFlXvSIcA4YBuA4Wnhoid+ElTpVtEA0qpd4qtD9SH1EbxuLP7ll5ASj4Kkil/+iThVC3r1o5OtA70jPRVkNS2sllZEWAJmtU6WK5d9vvKKnCnWqmBm5zxAZcquP1I9R6HKnuVpbSPlBe1iPf0+t5+vCarUiLi4O1dXVqiVW4uLignxJwpGYmIhPPvkEn3zyifjY1KlTA55jt9sxY8YMzJgxQ3zsZHEVzle5wDDAky+8Cg5A98xk2K2BwlEjR44M8DaZOHEiJk6cGDQOpWPIufPOO3HnnXcGPPbII4+EfX8XXnghtm/fHvCYdDzy8f3rX/8K+/v69OmDxYsXK/7MYrHg2WefxbPPPqv485ycHEWfF5vNhjlz5mDOnDmKr+vevXutXTmNDSVVCBF5Kz9AE5+acBznr+awWVHt9phmk6pH5JsjCuiri2iqZ2FgYYSqGtqgqo3f9NPfMm7kCv1qsVMl8HELJVVMD/ls6QdB/ivOQUEaLTB1UsUTOqliAXmqmBmXIP8leEfQgkF1xDWrhbrc9YJb1qmix2C+0VHyKdXjdWG329G1a1d4PMGeZdHCarXCbrdH/Tj+T5sRq6fpUjAOlFQhRFiJiZWF4WVOKJCsHtINaazdQkkVjXFLElyAeQIGeoGVVJuZwctDr/jPAwMG+q1uaiyqQiRVrCT/ZXqEYA1VW2oPSzI7miJNrJvNP0JMqtiUOlX4v73UqWJKxGIs6nDXDOEzt0qCxxTL0BahIIXma+0I8CnV+XVht9tVSXKojdBxwTAAAyHJos9zQNQdMqonRPxZbAtsFqF1mS52tZB+1jEUyNcct0wOj86FuihVm9E5UB9/x5DFFOdBSKrEyjxVhO5sKjw1L6ysU8XIyUW9I8pz0vysCW5J16ggXWGWcxC2U0WQ/6JOFVNCEpHaIxaIStasFMvQFvl1YZa5Qk80lU4VM8D4/gCgThUDQUkVQkSaxbYIASS64aqGSyKnIJq50d1WM+SmxHQu1CVAF5kWgJrh97Yxx0I8VKcKGdUT/kA+GdVrjTA/xJpMekovSDvbBc8zs5wDkv8iQiHIf8XZqTBRK6RG9XqvyDcLVAShPWKBnFX/nSpGRQgjMZKsCp0B40BJFUJEmsUWOlWoykY9pAEa6lTRHmEzFEObI01gJZ4qZuiQ0CuKC3EDzwuCUX0o+S+Ko5sXubSLka8DvRNsfEt+W2oiNb0VPM/MMj9X+ozq4xSN6vm/Sf7LnPi9GMlTRSuUZI5o/6YtbpaKILRGLFQkryHNkHqqMLRGMBzkqUKIuCXa+UJVLt1w1UMIElgtDOw2c21S9YjcU4UqOtRF3BhJkrx0PagPK1mIyx8zItVu33VPnSqEDOF7TxIW2hNkfEs5FVUR5L9sFsZ0nmcVLH/9J9uCjXRJ/svcCPelOAd5qmhFgMyRkPClAghNCZL/ovOhOqKkttWiq+vCa6LFm9RTxf+YRoMhRLhGOgmUVCFEWG+wdj4FktXDLa3MN1nlnx4hDVht8QTIf/keo3OgOtKFOMfx/zZyhb5f/osDJJVE1KlCyAP5dD/SDrnxLXWqqEtAp4pFPwEaNajwyX8lKhrV++S/VB0RoRf8vlu0b9AK0ajewsBqpViGHhCS8FKjeo7jwDCUfFYLaeG0cF1o2UnncDhgsViQl5eHFi1awOFwGP77wLqd4FgP3E4LONYFzuuFs6YajJfC8VrBcRzOnTsHhmFgt9sb9LvoLBIiUo1kKxnVq44w4Tmkm1T6/DXDX5VMATQtCDSqp/uRVrgl84LHa/z7UrVgVC8TR6VOFUKUhLRRtaXWBBtC84Ezi8XYm3K94Jb4FthMVoQldKokKXWq+P72cKSubUZcssQ7JXvVh5UWZDEkc6QHRPkvu78F3Mv5i5WI6ONXHbCIc7aW14XFYkH79u1x5swZ5OXlaTYONTlX7oST9cJT6kBptZv//Mtj4LDRekFLGIZBmzZtYLVaa39yGCipQoi4qTJcU1ilTSoFbTRDNNajAJomSO9HdD1oR8AG1fdvI88L5KlChIKM6vWDPKkC8HO0hXSqVUEIxtgs/iIgMwQuvRxQwYbuVLFQp4qpEeW/JMleqshXF393tfkSvnpF3uUL8PsIKxVBqIb0uhCSjVrvqR0OB9q2bQuWZeHxBBcpGI1Zn23F/vwyPP+nXnhv8xGcKa3GWzf1R9esFK2HZmrsdnuDEyoAJVUICWyARjIZ1auNy+OX2bFQdY3m+KuSqVNFC6QLQDFoQ0FM1XFL9KmdJuig88t/BT5uoaSK6RG7F8moXnPk/jYAf1+yN3xfRESAom+BgecFgUqPBZwvcZdk80idZwFIk+8ULDQjoe5LNirJVw23x5wJXz3jUiqCoHOiKm6JZKee1B8E2aWGSi81BQqqvDhd7oHF7kBxDYfT5R54rXbExsZqPTSiEaB+I0IkUCPZ95gObrhmQfr5CwtwWnRoB3mqaItboVWZzoH6+L2e9NEyHm1E+S9r4Hu0kvyX6RESvTEkCak5cpkdgM6Hmih1kprh8xekv+yMFzGW4Pdr8WVZPNQxZUpcMqN6wNjrJT3ikRSI6qUi3+wodqrQOVEVqRqKoEZDHVzq4u/wpWJRI0JJFUJEqpEsLkTohqsaAZX5Jqr80yMcx4lBA/JU0YbABaC5jHD1hLAI1FPLeDQJ1akiViCTrospkc4JZEKsPW6FinAKXqqHtLPdTEb15RLpLyVFJ9GonjpVTImwbhW6GQGaJ9RGyZCbApfaEqqDi1APUXXAoq9OFTMhzA9WC8n8GxFKqhAiYvDMYhGDmHTDVQ8XK/W0oaSKlkg/d+pU0YaAYD5dD5rBSjpVzHAeqkN4qgjdm5RTMSfS77zYqUKbIc1gZd4FABUBqUlAZ7WJfAvKfZ0qiQom9YBEJpI6VUyHx8uJnazSinzaR6uLvyDLb1RPc7V2eL2ceA1QUkU7ApKN1KmiCR6vf91EMv/Gg5IqhIhboTKcbrjqEehpQxlsLZFOcqKnCp0LVZHKf/mTvBTSVpvAhbjxkypVovxX4OPCf6lTxZwozglU/aoZwnpVOBcAbU7VRLpfMJNvgWBSn6RgUg8AVlCnillxSxYHsQ5K9mqFv0DUHGtWveOW7NscNpLr1Aq/Ggp1qmiF8HlbLYwo80/zg3GgpAohwko0koUbLgWS1UNYkDtslMHWGunmiKRetEEq/+WvhNVyROZEuhC3mGCDWuX2BWvlnipipwoDmhbNR0DATOhepC+CZrgUOiWMfF/SGwGd7SaSC669U8WXVKFOFdMhnSMcVosoD0f7OHVxB8QyaG7QGrek+MRB87VmiDE+C+OXM6Y1rKr4lR8YivMZEEqqECJi8Mzibw2ki1093NIJjzqFNEW6CCRPFW1gFdtkKauiNtL7ktE3Qx4vB6cvVhYk/yWJkRn07RNhkGqyi50qdDvSDGFzardZJJ0SdELUQqmz3Qz7BcGoPmSnihisoqSK2ZDuGyjZqx0eBdUHOgfa4Wb998qA4iwK6KtKQLLRSt3WWuA3qqf5wYhQUoUQCbjhmqjyTC+IJmJW8rTRGiFgY2H48wHQtaA2bklFh9AmS4sP9ZF2MFoMrk8t+KkACvJfkhiZco0yYWQECQuG4astAX/whlAfv+kqdTJqAatQDW4GuVq//FctnSqUVDEdUhNia0AlMt2Y1EQqWWuG7mq9I6ydLIzMoJvOiar4VQcY8hrSCOE+RPcmY0JJFUJE9PQwWeWZXpAaf1LLsra4vcEBA7oW1EXJCJeuB/WRLsSNfh4EPxUGgEO2OpImVShGYj7E+5HFHDJ4eselsF6i4KV6SDvbjT4vSCmrRf5L8FQho3rz4ZIUAkn/ptuSuvj9SWnvoAfckrkagBjQpz21urhpT605bkni3UYdW4aDkiqEiDRoQPJT6uPySKoITFT5p0dYSRUstSprg7AxCqz4o3OgNn75L+Mneyt9SZUEByPqoQtI5b+oU8V8+JO85goi6xVWQX6Kzod6uBSqwc0wPwudKokh5L+EeYI6VcyHMEcInYwkS6gN0rna6N3VTQFB/ssuuy5ovlYXqWQnnQNtEDtVLNJ1K80PRoGSKoSIkkYyLUTUg1WQXzPDJlWPuCV67RRA0wZ3QBCTfG20gpUke42+EC938u810R4cEAuQ/6I1sOkQq5BNIIPXFBDmaKnxLa2X1IOVXA9mkgv2e6qE6FQRjeoJsyHdQwOg4jiNEOYBq8VC0sE6wC3ZQwCgPbVG+ItFKa6hFayCCgrtJ40DJVUIEb8xNFX+aYFQzeSwUqeQ1kir88UAGp0LVfFXdFhgpY2RZvgXgcav0K9w8e8r0RGcVAkwqldrQIRuUPI8owIz7RCrkW00R2uBv7PdXHLB5aKnSohOFd/fHo6212bD5QmsyLdR0EwTAgqBaG7QHPl1YfTiLL3iluzl6BxoAyvtVGGoU8Vo0KqPEGEpkKwpLpY8bfSCktQLQEkuNQnonKP7kWb4dcKNX6Ff7uLfa4JCUoVhGEnAjKRdzIZf2oWRdEbQZkgrpP4FNqoIVx23V9KpYqLPv6I2TxXqVDEtrMw7gozqtcEtKcgSutxpL60d8uuC5mttkHaXGr1ATo9wHCd+3tYA+S8tR0U0JpRUIUSkQUySU1AfVlqZT50qmuIPGPgrOgC6HtTE3zlnCUgycrQQVxVp1Z/RF+JCp0qSQlIF8Her0CLYfATIf4lBAdD9SCOknUNm8vTQC6xJTW9r7VTxJVUo8W4+QskcUU5FXQL9tvjHaC+tHaJUp02ebKRzoibS7lKjF8jpEen6yB7gUUoThFGgpAohohTEpIWIeghmbg4bedpojdRYzyrtVKHzoQrSig5pJTLABzIJ9ZAGz4zeMi50qiTalZdG4gZdrQERukEpuQgY91rQO2LnkI3Wq1qg5LVlhiRjeS2dKsLM4QUlVcyGW96pQh2NmiBVGrBSp4rmSLtKAZC8vEb45b/Ih04LpJ+1lWwWDAklVQgRt2Tio6C++khblsmoXluEz11qggvQ5KcWwuYUCKwMB+gcqI10IS4kFYx6DsJ5qgASvXyKkZgOt0JyEaA1kla4lNarBr0v6RGl9Spg/HPgN6pXngSs1KliWtySbkaAjOq1QmpULxbC0DnQDHmy0UydjXpCWghBhSjqI43nSdetFOczDpRUIUSkFcm0SVUfZSNc+vy1wCVpH7dIAgY0+amDtLKPKsO1JbBCn18yGPUclPuSKkqeKgB1qpiZgPnZREFkvaJ0PuhcqEdAgMZqnjVShSj/FaJTRfBUoaSK6RBljqzyinzNhmRKhP0DGdXrA3GusJFRvZYoxfiMPl/rCY9HOalCCV/jQEkVQoT1BgeSadJTD6UqAprwtEEq/0VG9eoT0KliCZRgIykFdQmo0De4Dm+FT/6rVk8VCpiZDneATjslVbRGSf7LqPclPSLMCzYrE5BkNHKAwMMBlZ5ajOqF55L8l+nwXxO+ThUyqtcE8TxIjOppntYOebKRjOq1Qam7l2Ia6iGdB6wWhhRpDIhN6wEQ+oDjONlChJIqaiMNXgp7VJrwtEHqL0RG9erDegI7VVjJnpT2p+oilYW0WY29EBflv+whOlWE+7Ix3z4RBrdClR9A9yMt8Ho5cS4mGQVtEIuwZEUPRt4zCF0qAJBYi1E9daqYD7lRvT9wqdmQTInUqN5icMnapoBL7jVEwWRN8HdwSTtV6OakFn5ZQgYMY/z9tBmhpAoBIHDBITWepIWIekgrYQWo8lIblDZHHi9HlTUqIV98SC4JWgSqjPB5O2wWw2+Gyp0+o/paO1XUGhGhF8TrQCb/Rfcj9XFL5SHJqF4TAs2gzZJU4ftQHBYvYizK71OcI6hTxXRIg5YAKHCpEdKEO3WqaI+g/BDkNUTnRFVYaXep2C2k5YjMhfS+BFBy0YiQ/BcBQGagJJE8oqC+epBGuH5wscqbIzof6iDtjgB4DV4xWEHnQFXcrLRCn3/MqOfAb1SvvDSiThXz4mKl1a+M2E1KayT1YSVZTQd5AGqCVOrILB5D5bWY1AN+o3rqVDEf0rUSQEb1WsFK703CmpXOgWaE8hqiYLK6+PfV1KmiBR5PYFLFRslFw0FJFQKA/2YLBMopeKgkVzWklX/UKaQtUvkvAJTkUhlW1i4OgHTzNSJQh9fYVX/lrvCdKlbqVDEtbg/NCXohaL1K50J1/PJfsiSjgc+BIP+VaFX2UwEAC/j3T50q5sMVQv6LjOrVRewYkqxZWVq0aYY0mA9QkaJW+OMa/jUT5VTUQ+iwtkqKRQFKLhqJJpdUmTlzJgYPHoykpCS0bNkS11xzDQ4cOKD1sJo80gWHGQyJ9YhbEsi30c1WU+TyX+QxpC5iwEai+yVW1tDmSFXEDapN0kFn0HnB36lC8l9EIH5pF3nAjL4MaiMELxnGZ/hJCXfVkRc+GH1uACSdKvbQSRXqVDEvfi8PeeKdIpdqotRFR91C2iF4qjhs1MGlJYEdXNSpojYeWbEuKQIZjyaXVFm1ahXuv/9+rF+/HkuXLgXLsrjssstQWVmp9dCaNEIGVdikUhBZfaS6o6Q5qi1y+S+qKFAXt6xNlv+3sbsk9IogaeGwWgxvrBe5UT0FzMxGKElI2pOqjxjQt1h4zy1ar6qO3APQDOegXOxUCSf/xf9NnSrmQ1i3OoJkgzUbkimRdtGR1JT2CGsnMalCXhKa4PYEXxdGnq/1hrBulXeqkCKQcWhyRvW//vprwP/nz5+Pli1bYsuWLbjkkks0GlXTR7pJBUDyUxogbVlmxQy2liMyL0HyX1RZoypiRY3Fn/f3dwnQOVAT6ULcyMZ6HMcFyH9VKzyHOlXMS6g5gSr91EfeSUoBAvURrwcTSbpURNCpIsh/UeLdfLhDdDPSHKEuiobcBr4v6Z2gpAqdE00Q5myHzSKm/I08X+sNabJX+jfFNIxDk+tUkVNaWgoASEtL03gkTRt51Rld7Orjksgp+DeotBjXAjdLQRstUZL/EiQV6Byoi1sq/+VbMRhxM+T0AL7LPrSnivD+jff2iVoINSdQol19RH8bm3kC+nojqFPFBL42gqdKeKN6/m9auZsPoavXRsVYmiIEjwMNuekcaIXLwyeh5R1cdE7URVRDsTCkvqEBwmdtNdGayWw0uU4VKRzHYcqUKbjooovQq1cvxec4nU44nU7x/2VlZWoNr0khl9uhtjT1YSWbVAvdbDXFXwlLpsRaIK8KB8hTRSuk8l+iUb0BgwRClwoDID6E/JfwbaSvoPlwyztVDNy1pXeCjG9pflYdqT474A8UGDmALHSqhDWq93mqeLgmX7NI1BHhvkTyX9rCSjoZqStCe6hTRR/4O+ks4jxN50A95IpAVpI0NxxNetX3wAMPYOfOnfjiiy9CPmfmzJlISUkR/2RnZ6s4wqYD6w0RRDbwBklvSBfk5GmjLW5JpRNAlbBqI5WcEiDDSW2QJhiFKlwjBpKlJvVCUlsOdaqYl6BAPs0JmuFfK8k6SWluUA1xXrAEVl0acW4QKIvEqF6Q/1JlRISecMvkXcioXhukRvU2qsjXnJBeQzRfq4pUFs/IUs56hQ3yoeMfpz2EcWiySZUHH3wQP/zwA1asWIE2bdqEfN60adNQWloq/jl58qSKo2w6SG+2gH9RSFls9ZAuBMnTRltEqRebXBuZzocayKtgAToHWiGVebH6zocR54Vyp99PJRTkqWJeQs0JFC9TH5L/0h6x8CSoKt+456AiAqN6/xxBnipmQ+jqDb4vaTYkU+IRi+L8MkcUwNcOJxnVaw7HcQGyeDYTdJbqjeBiXepUMRpNTv6L4zg8+OCDWLhwIVauXIn27duHfX5MTAxiYmJUGl3TpWOLRPz04EUQCnRJb1F9pOarfk8bLUdkXkK18dMCRB1YmeEn4E/4UtWfukirzIy8GfJ3qoSuNRH18o339olaEE0+yahec+SdjFSEoj7BVZfGPwei/JetdvkvMqo3H0GKD+SNqQlST0ZSfdAekv/SHumezW5lwHHG3cvpFaksIUCdKkakySVV7r//fnz++ef4/vvvkZSUhPz8fABASkoK4uLiNB5d0yXOYUWvrBTx/zYKIqsOS0b1uoHkv7RF7vEESKUUNBmSaQmQ/zKwUb3gqZIUUacKBczMhiuE/BetkdRH7nlGgTP1keuDm8EHsNzXqZIczqhelP+iOcJsyCXxKNmrDf79gyXgvsRxHJgQ0q5E9HCF9Bqi60ItpF6kNqtF/Ow5jt/PWSx0XUQbt9yHzsAepWalycl/vffeeygtLcXIkSORmZkp/vnqq6+0HpqhEDtVqFVCNaQmYmbYoOqZIKkXOh+qEl7+i7IqahHQMm5lDL0IpE4VIhxilZlsTqA1kvoIn7lcToTmZ/Vwy7pJzSAnElmnCv83Jd7Nh0sm/0WKA9qgZFQP0LpNK1wsf78kuU7tcEv2zTZL4HVhxP2cHmGDPLeEx+nzNwpNrlOFo4tfFcioXn2k3gVUeaktcvkvqjhTFyX5L1qIq49bEg2QdqoY8RwISZXIOlXUGBGhJ9yyynwyW9UOl0z+i86F+sgLH8yQZCz3+DxVwnSqiPJf1KliOoKDZqQ4oAWC0oBVHjz2cgH/J9RBWDvFkFG9ZgiFogC/l3NLJB88Xg52qxajMhdy72oje5SalSbXqUKoA2leqo9UToGC+Nril/9iAv6m86EObokUngAlVdRHuvB2WC2GNtYT5L+oU4VQwhWkh0xG9Vohl/8S5wYDB/T1RrA+uPEDZWVuPvKUFKZTRYhNUaeK+RCLscioXlOE9alUSlv6OKEuQZ4q1FmqOkI3hIVRTjYS0UdUfbDIClHo8zcMlFQhFPFL7dDFrhZuibwItY1ri1/+izpVtEAeNAMosaUFgTq8jKEXgeWi/Bd1qhDB+OW/yKhea+TyXxYTBPT1htl85zjOn1RJsUdgVE+dKqZDXgxE3pjqw3GceA+yWZgAX0aaH7RBnlSh/bT6+JVQAu9NAF0XaiEvRLFR8brhoKQKoQgZ1atPgLkeLcY1JaQRLl0PquD2hJb/MmJAX6+4PHIdXv7fRlwEVghG9THUqUIEE0r+i9ZI6iOX/6LNqfrIAwRG9wGs8TJwcfy1Hy6pYvUlVahTxXy4ZfclC3WqqI5bZshtkRjTG/XepHecMjltKpBTH78SSqA0IUAdvmohL0SxUEzDcNQ5qXLnnXeivLw8GmMhdAQZ1auP1MfD3x6r5YjMCyu2j5NRvRYIlU1K8l8UOFMP6T2JYcxiVB9JpwoFzMyGW2ZUbzGBh4RekRc9WAzcQadX5J4qRjeqL/V1qVgZDgnWMJ4qvr+pU8V8yOW/qBhLfaSdo3arrFOF5gdNcLHKXb50PtRD9HuiThXNYCW+yQAVrxuROidVPvroI1RXV0djLISOEILIdLGrh9TEiiovtUUe1LcY2KBbj4TzVKHAmXqI1U2ibj7/uBGvgwqnr1MlgqSKAd8+UQv+KuTAgBmtkdRHvC9R8FIz3DJTbqMnGYWkSorNAyZMvoQ6VcyLVG0AkHZvUXWcWkj3B1YLIxaIAsZctzYF3LJOFTP4b+kNt2wvxzCMv0iMrgtVYGVxDSpeNx51TqpwdBM0BVRJoC4cx4mSFg6bRdIWSItxLQiW/zKuQbceUfZUoXOgNq4gHV7jngO/p0rt8l+0BjYf8kQvSbtohzg/CFIWZFSvOvIAgdHl8ErZ2v1UAImnCiVVTIdcttZGc4TqSAOUdgvJTemBIKN6Oh+qw8oSvtJ/03lQB3khChUDGY96eaow4cp0CENAVeHqIvUucNgskipYrUZkbuRVHWSspy6sWNkU7KlC50A95MktI8vglbuoU4UITSiTSSp8UJ+QCS7anKoCx3Hi3sBmDUxsGXXPUOK2AQBS7GzY54mJd5L/Mh3yDjoyqlcfYZ62MP55geYHbRGSKjE2eQcXnQ+1EAP6kj01KXCoi1wyla4D42Grz4u6dOlSa2KluLi4XgMi9IHRq870htRcz2GlThWtIaN6bXGFkf+iBYh6CItAh5hc5B834jmIqFNFeP/Ge/tELcjvSbRG0g63rIOO5FLVRZo4EarBjZxwByTyX7V1qsDXqRL1ERF6w99BR92MWiGaQQd0uTNwgToZtcIVymvIoHOFHnGzgRJsgNCp4qXzoBKhCrPo8zcO9UqqzJgxAykpKY09FkJHiFVntAhRBaGSA+CDNqKnDS3GNSGUES5NfurgN4UmTxUtkct/2QxsVF9czb/X9DgLAOX3R50q5iWkOTqtkVTHLetkJKN6dZF+50XTVZMY1afYwidVyFPFvISS/zLqNaFHPKLMkaTLnaGiOC0J9iil/bTayDtLAf9+htZN6iAmfC0kg2dU6pVUuemmm9CyZcvGHguhI8ioXl2ExbjVwoh/ALrZaoVc/svIBt16RNlThaQU1EYeJDDqdVDl9qLKzb+n9HgLAOXAmdX3NwXMzIdcF5wCZtohl/+ic6EubskcbJMntgyaZCyLtFNFTLzTHGE23CHkXUhxQD3kvgUAYLXS3kFLQnaq0HytGmJ3r9RTxUqeKmrCegIl2KhQ1HjU2VOF/FTMAQX11cUla82km622sGRUrynySmSAqpu0wCwdW0W+LpUYK5BgD73GEZJKtDU3H0G64CTtohly+S8LdVaripIZtNHl8CI1qrf6uhzJU8V8+Net8kpkzYZkOlgl6WCGzoNWcBwXMr5BcmzqwcoKRQHj7uf0itgtZAlMqpBsrXGoc1KFM+iCmQiEkirq4mSpbVxPyPXzKaCvLi5WWRcZoESjmsg3qEZNLhZV8fff5vHWsIUjQvEjbc7Nh5Plg6kxQbrg9GVQG3nS3UqVr6qiZAZt9EKgiD1VqFPFtIgddDbZfYnmCNVwy6rBAem9ic6D2gT4xcqN6mm+Vg3WG1iIAlCcSW3kRvV0XzIedZb/8tLJNwUW2qSqihgksPEbN3/lJV1vWkDayNqiJP9FiV71ccmuA6Ma1RcF+KmERtin013ZfMjlvyjRrh0h5b/oXKiCkhm03wfQmOcg0qSK4KnipU4V0yGX2KFOFfVhZb4FgLQiXJMhmRqX5MsvL0gx6lyhR9xKXkMGL4TQG0LyxC7vVKGP3zDUuVOFMAdiVTi1Z6qCXFrE72mj2ZBMjVz+i4xw1UVJ/ovMJtVHntwSNqpGSy4KnSq8n0poqFPFvMh1wa00J2hGkPwXnQtVcbOBwQFA6ltgzHNQEqFRvcUn/8WBMdw8SYSHlcl/UTGW+rCyQiCAvG20RIhtAMHKDzRfq4cY0KdCRc2Qe25Rp4rxoKQKoQgZ1atLsCE0TXZaIq+ENapBt15RNKoXgjaU6FUNIakuBpJ9p8Nom6HCaj5QVlunioU6VUyJ18uJcwIFzLQnqJPUSudCTZSkRIyeZIzUU0WSZ6KiKJPhD5r5OnsNfk3oEXnxA0Dzg5YIc7XVwohxDSHfRQVy6iG/NwEUZ1IbecLX392r2ZCIRoaSKoQidLNVF7m0CH3+2sFxnLgwt4lJLmN6SegVeVILoFZlLRCvA0tgkMBo14G/U8Ua9nmi/Bfp5ZsKqYRFsPyXJkMyNfJkrxi8pIS7KrgVTG+NblRfVkf5L4DuDWZCum+wyyqRSeZIPRT3DjQ/aIbcpB4ArL5/U4GcepCktvaIsqlBPnS0UDAKlFQhFKGbrbo4g2R2SOpIK6TfeQd1qmiCuAC0BW+MjBq00SNOUZaQDygZ1qje56nSvNZOFeG+HPUhETrCKZGw8F8LZEKsFa4Q3gU0N6iDaLiq4FtgxKIHLwecd/MWpGl2NuxzBfkv4XWEOVDeN1DQTG1EaUKl4DHND6rjZIM7h0jKWX1YpUIIgxbJ6RVWJltLnlvGg5IqhCJkVK8u7jAmuBydA1VxSyKmRveS0CuKniq+c2DEoI1eCTbn5h832iJc7FSJ1KjeWG+fqIVAXXBf1xZtiDSD5FK1xe0N7OQFjG1UX+SywcMxYMAh3RE+qSL5SGi9aCKk+wZb0H1JkyGZEpdHoTOC5gfNkO8hADKq1wK3rBAFoGSj2sgTW1SYZTwoqUIoIl7sVJKrCkFt44x/Z0brDnWRSr2QNrI2uBRa+G0GN8LVIy6xU8XYyUXRUyVCo3r6CpoLqU47wwTqIdOGSH2CvJ5oflYVeREQIDWq12RIUeWsk+9Sae5gYatl12yRyn/R19E0uL3SxDt10GmFv8udvCP0gFKSi4zq1Uf4rJU9VQw4aesQv/xXcPE0YQwoqUIoYqH2TFWRBy+tkomPbrjqwkqiAnZRXoT/P1XWqINSC79R/Tz0jJPlkw3yThWjbYYE+a/0uMg8VShYZi6cbv46iCFJEV0gl/8iI2J1UawGN3CSscBpBwC0jAnfpQIEbqoNNk0SYXArdDNSsld9XGHkv2h+UB+3RyEBL+yn6XyohmiSrtSpYrwpW5ewMq9eGyVVDAclVQhFbAauOtMjbtkmVdqpQjdcdXGLeuGMWElA0lPqomSqRwsQ9XHJPFWE+xLHGSfB6OU4FAueKtSpQiggBJFj7NptSGvcHkycvxGdnlyEOcsOGub6qw+sTP6LjOrVRV4EBBg7ySgkVVrFumt9LsP4fVXo62gepPsGsZuRZI5URzgPSvJfND+oj6JRvbCfpvOhGuL9iTpVNIOVd6pQ8brhoKQKoYiRq870iLy6RpjsALrhqo1bVk0AkFG92sg18wEy/dQCucmkVI/XKPelMicHocg0rVajev5vD8eEfR5hLJQCA2rrIb/922GsPHAOrJfDnGWH8Mn646ocV4+Icqm2wPUSVb6qg5JOvpGN6s/W8PJfLR21J1UAwOqTAKP1onlQKgSiNav6uGVzAyDxe6L5QXUU5woKJquOS7FjiIqn1SSoU4UkzQ0HJVUIRbTQ+vN6OTz85TbkPPEz1hwuVO24esAl1wiXJlWomkNVlDdHxvSS0CtuBU8VWgCqj7wiWZJTMcxCsLCKl3ZKjmHgsIZPlpBRvTlRCgyoaVTPcRz+u+VkwGOvLzmA3MLK6B9ch4j3JVkRilHuSXonXIDGiFX5ZwX5r9ja5b8Av6+KAT8KIgTKxVjCNaHJkEyJcmeEcRO+ekdemAUYe67QK5Tc0h7h/iPKQ6q4bl247RRynvgZsxYfiPqxzAwlVQhFtJDa2XbyPL7bngcAuPvjzSiriawqzAgEdaow1KmiFYoBfdJGVhVXmKo/6p5TD7mnirRTxSgJRsFPpXktXSqAtFMlmiMi9IZiYEDFbt79+eU4W+ZEnN2KXc9dhgFtU1FWw+LdlYejfmw9Iq6XZEb1lFRRB2cY3wIjFj2cruGTKpkxEXaqkPyX6RD2BkrBfNrDqYcrTJc7zQ/qE+580H5aPeQS8wDtqdXGLxEZuG71cnzhVLQorXZj6n93AgDeXnEY89cci9qxzA4lVQhFtND6+3HHGfHfVS4PNucWq3ZsrZFXEVgsDIS8Ci0E1UVZeor/W43KGtbjxfw1x/DW8kOocEZWGWk0/OaG/nNgo4W46oTrVDHKeSiq8pnUx4c3qQeoU8WshJM7UmON9NNOvthkaMd0JMXa8ei4rgCAb7aexsniqqgfX2/Iq5EpeKkuigEalSWDj1c58NaRljhVbY/6sY5VxgAA2ic4I3o+eW+ZD+GeFNCpQsVYqhNOho320urjFtdO/vW12kb1JVUuzPhxDwa9uBSXzlqJ7SdLVDmungjXwWXEQgg9EmxUL5HTjuK96aedeQFz0OtLDqKwIrK1DFE3KKlCKCJc9GolsEur3fjvZl7eolUyv4GRJlmMjn+TGrwgp4WguoST/4rm5mj36VKMmrUSnZ76BTN+3IvZSw9i8mdbo3Y8PcOGkf+ilnH1cMqSKtIOOqOcB6FTJZ06VYgQ+K8DaWBAnQ3p0XMVeH81X1n2l0FtAABDO6SjZ+tkeLwc1h8tiu4AdEgouVQyvlWHsHJ4KgTKVp5LxNg/umD24QxM2poDdxSvQZeXwalqBwCgQ4RJFX+nCn0fzYLZJPH0ijusd0R0z0OlkxUDpwSPS7FDQj2j+nPlTvR7finmr8lFYYULRwsr8dAX20wXVwnvqULfWTXwy3+pW6S4fF8BAGDquK7onpmMCieLSR9tRpXLnEW70YSSKoQi/gqb6N9sWY8XN/1nPSpdHrRIisE7twwAwGdXz5bVRP34ekBpwlNzk0r4Ufbz4P+O1uaI9Xgx5evtOCbTyP/94DnsMGNVTVjTz+heDx4vh4KyGtocQdqpwgeTpV5PRqm+FDxV0uNrXw5ZKaliSpQDA+psSN9deQQu1ouurZJwWY8MAADDMBjeqTkAYJ0ZkyoyWUIyqlcXpaSKWpLBu8vicMfW9nBx/LEPVMThi1PpUTveiSoHvGCQYPWghYM8VQhl9OTlcaKoCh+vy8WRcxWqHlcPCPs36XlQ49707Pe70XP6YnR66hc8/OU2TPl6Ow4XmO/zlyPvdgekskfRvS5q3B5c9MpvQY+fKK7CluPno3psvSGXmAeoU0VtRN8tS3CnSrSuBY+Xwyaf6s8lnVvglT/3RmKMDTtOlmD693uickwzQ0kVQhGLuEmNrtYfAHy45hj2nSkDALz65z4YlJOGftmpcHs4TPt2V1SPrRfCblIpgqcqyvJf/HmJVoLrf1tO4eBZfgE+pH0aPp10Aa7tnwUA+HLTyXAvNRwcxyl2C6mxMSoor8HYN1ZhyEvLMeSl5Xj+x72m3hjJvSQYhvFLmxgkYlSnThVRtiCaIyL0Rlj5ryhuSPNKqvHDDl7668nx3cV1GQCM7tYSALB071nR+8gsyJNcJO+iLoqBMpXOwccn0sGBgQUcbs3mE4rf5DWL2vGOVfGd8znxLkgaNcNipaSK6QjXzajmWulcuRPj/7Uaz36/B6NfX2UqGW1AOXgcbTnz3adL8fG64+L/v9ueh2+3nsY176xBabV5vGGVCL92iu518b8tp8Tr8r6RHZH78niM75MJANh4zFzFKGGN6qlTRRXkChxqdKrsO1OG8hoWiTE2dM9MQp82qZh3+yAAwP+2nkIRyYA1KpRUIRSxSTbv0Z741hz2T26jfIGCaVd0AwD8tr8Ax4sqFV9nJBQr8zXwtSH850JaRSDkV6I18f1+6BwAYNJF7fH1PUNxUefmGN+bX/xtMNniz+PlIHzlpdVmFhUW4p+uO46j5/j7TXGlCx+uOYYxs1eZ4h6khFLwzBblBKOcg0VuPLasBMuPRadrUfBUaR5XB08VRBhdIwyBU9YZAaizIf155xm4WC/6tEnBxb7OFIHBOWlolRyD8hoWG46aM3AWY6OkihaE79yK3nFL3Rb8cCYVAPDVkCP4R8d8WBkOO0rjccTne9LYnPR5trSNjzz4IHwqVAFsHrT23RL4atMJlNf4O6pe/HmfasfWA+G63KM1P6w8UKD4eIWTxSfrcqNyzKZCOKP6aM/XQoX+xGE5ePxyPqY0sC2fgN9+sjSqx9Ybij5oVlo3qYmg/KPkqRKtxPuyfWcBABe0T4PNd+4v6JCOji0SwHHAthMlUTmuWaGkCqGItCIymgvCs2U1WHeEDxr/+MBF4uMXdEjHxZ35IMLCbaejdny9oLggpwlPE5xuPoAWa1dHG9nr5bDeFxS7oleG+PjAdvzi7+i5SlNVE7glnVl2BaP6aF0PXi+H77bzVeHTr+qBTi0TxZ+tPHAuKsfUO0rBZGEdqIYecpXbi/t/OY+v91bhoV/P43x140epxE4Vkv8iQhC2Mj+K34XFe/IBAH8e0CZgTQbwa7ShHXjZIzNJWbAer9gBINyXol2JTASiKCWiQpLx27xmqPFa0DWxGoNSq9A8xoOL08sBAEsLkqNyzDyfn0pWbOQV5375L/o+mgVhraRF95YAx3Hifvn+UR0BANtPlqDAJDLagN8YXbp3iPZ5WHWQ3x88/6eeyH15PA68eDmmjusKgC8MNTM1vv10nD3YqD6a8zXHcdh0jN9XX+or1gWA3m1SAPDdRWZC0VNFlPmneUoNhNiGkEyRLumjdQ5+2sl7U1/hK9IVGNQuDQCw5YR59g5qQEkVQhFpp0o0OwN/2XUGLo8X/bJT0SsrcFM0wdemufpQYfQGoBMUqwjIqF4Tanyup7EBi8DoGdUfOFuO4koX4h1W9GmTKj7eLMEhBvbNFDRzSco7A7qFongOAL6q6URxFRJjbLhxcDaWTRmBAW1TxZ+ZEUVJC5X0kAHgtXXlOFTMV11Wujn8Z2vjS7EV1sOonm7J5iJcFXK0KswKymvEDc9lPVspPmeAL/G+1UQbI+n8IJwPkkpVl/AegNE5JscBn53kk4i3ZheLUlzD0/k5YfP5+KgcN6+G71TJinNF/Bq/UX1UhkToEKU5wqLyHm5PXhmOnKuEw2bBPSM6iuvXb7YavzBRQHEvHcWkSnGlC5ty+fl3bA9+no6xWcVA/uGCiqhLqOuZapevSNGhsJ+O4g1y1+lS5JXWwGGzYHBOmvh4j8xkMAyQX1aDgnIzJRt9XkMKEvOU/FcHeXEWwzBR3UcUV7pE+XLh3iQwoF0qAGCbifYOakBJFUIRi0Q8OJpm9Ut9rWnje2eCkQkWD+vId6rsOFmCCmdkBpFNFcUFOUlaaEKN2KkSXFkTjYlvra9Ta3BOWsD5B4BBvqCZmZIqQsUfw8hbxvm/o7UAFKrNLuvZCvEOGwDgMV/L+MZjxabcGIULJke7umnrGRfmb+dl127qyQfMPttdGdDJ1BgU+Yzqm0fQqWKhThVTotSpYhGvg+isj9YdKQLHAb2zUpCZEqf4nAGilEWJYTyOakM4F4C/U0ILmR0zE96oPjrXw+LCNByujEW81YNrW/vXQwNTqwAAW0oSEI3Tf9rXqdK6Xp0qjT8eQp8oS6Wqt4fzejlM+mgTAGBs91ZIjrXjGp8v4yu/7sf5ysiTgk0Z0ahepY4hwZujS6vEgHm6ffMEWBigrIbFuXLzKA3IqVbqVFGhMOsHn+rAuJ4ZiJMkdBJibOjsK1Y0k2yqU0EWz6LSXo7gUbtb6Mg5PqGSlRqHlDh7wM96ZPIdW4fOmtczNhpQUoVQxKpCp8rpkmpR+kupEjM7LR7ZaXFgvRy2GjyoLATytViQnymtRs4TP+PyOb/jg9VHwZpcCFqozg+U/4qej8S6I3wn1rCO6UE/E4Jmu/PM06rsdPs3p9JEa7Srm3b52sEF2TUA6JedCofVgoJyJ3KLqqJyXD3jDCN7FM0g7sEiN+7+id/wDGntwPMjU5AeZ0GZk8PGvMYLDrg8HEqd/PtIr4unCu1BTIVwHUirX/3zc3SOKWgdS+9HcrplJCHObkV5DStuoIyOELxkGP85UMPPQ0peSTXOmkhSR44WRUALTvOd6ze1KUaSzX+ieyVXI8bixXm3LSq+KqfFTpXIkyo0T5iPcEb1aiRV1h8rwtkyPnh//aA2AIDhEh+ulxaZw1vFGUaaMBqBSyGGcWGHwP1brN2KdukJAIBDBeaYm5VQTKqocF1s8El/jeneMuhnl3bj401CIZ0ZcIcphIh2QU6Fk8XtH27EXR9twhtLD+LR/+7A/vyyqB5Tb7Aer/h9V6uLbsNR/t7UUSJlLtCxJX9vKqp0mSbhrgaUVCEUsarQqbL2cCG8HDCgbaq4+JAjyCHtyTP2DVhJckoNnXCPl8Nf/r0OALA/vxwv/rwP//79aNSO1xQQO1VsChqwjTzxsR6vWC0jdGZJ6dCCvy5yC80T0PcntQKD3NFMMnIcJ95jerVOER+PtVvR0ydLuMtkGryAJJhsUyfBKPDI0hIUVXvRvbkN869Og8PKYHT7WABoVMN6waPFygApsbWbz5P8lzkRuudiFaoto1WZv+NUCQA+sRsKm9WC3lk+jXCTJN6lCS4h6W6NcpeElBNFVRg7exWufHO1KG1iNpSM6qOZZHR6LdhWxgcGbs0OrC52WDj0TRG6VRpXAqzGw6DQ5UuqxEYeeLAI8l80UZgGLY3qPV4Obyw9CADolZWMUV35QHLHFomijPaqg+dM0W3tVqjIF4yhoxE8Fvwwh3YILooT5JsPnS1v9OM2FURPFYd6SZXyGjf2+NZDQ9qnBf28j89X5bCJkl0u8brw73PU6FQpr3HjstmrsOrgOSzbV4A3lx/C/7acwo3/Xi+uq82AkmwtEL1rwcV68fG64wCAP/VtHfTzeIcNWal8Z91hkxRkqQElVQhFLBZG1CyO1oJQCGL2yw5didkjkw9oHjB4VttvcuhfeNhUMKpfujcfJ4urAx57bfEBvLnsUNSOqXeEBFeMUoKrkc/F5uPnUe5kkRJnR4/WwUarQrIxr7TaNAsQJcNPILpJxjOlNSiudMFqYdA1IyngZ918/zfjxsilaL7K/x2tjqGTpSx2FfBVwXOvTEOCgz/gsDa8DMv2/MarqhH8VNLiLAGSl6HwG9XX/lzCOFS5wgQGonAZnK90Yc9pfs3TN0xSBfBXnB07V9n4A9EhbiU/D5W8CziOwzPf70aly4OiShdmLz0Q1ePpFcUAchSTjLsqU+D0WtHc4UaH+GApnUESCbDG5IyvSyXO6kWqPfL1F8l/mQ8tjeqX7MnHptzziHdY8e4tAwN+NuuGvnDY+G7rIyaYI9xKweModaoUVThxwLcvuEAhqSLITJm5U0UsGFUqUoxSbGnp3rPwckC79HhF6dSOLfjzcrigwjTKHOHkCaPZqfLZhhPIK+UL4TKSY8XHS6vd+P2g8f2SBaSytWok3n/amYeCcidaJsXgKoWkCiBN+pr3/tTYUFKFCIn/htv4v5vjOPy2vwBAeHmLjr5K/WOFxl4M+jtV1DWqn/fHMQDAHcNzsP3ZseLjbyw7iNWHzNMaK6VGrEqWLj581fmNfC5+2snrvl7Wo1WA5J5A80QHEhxWcByCkl9GRUxq2ZQ7VaJRVbPb14XSuWViUIdM55Z8UuVAvvmSKoqdKlHWQ158hF+AD23jQLtUm/h4n1Z8UmXPOXej+aoIfirpEfipANSpYlaEjoR4haRKNDakv+7Jh8vjRffMZOSkh6++b9/ct0YyiTyhUPGnhVTq+6uPBkiGfLv1tCm7EVwKcnjRNKrfUMYHLIc0q4RS7ntgKr8/aOxOlbwawU/FpXjcUFgZMqo3G1oa1QsVyXcOb4+2svki1m4VDes35xrfQ8IdZn5o7DWr0KXSLSMJaQmOoJ93bsUHLfeeMXZRaDjCGdV7onSD/HLjSQDADQPbKP68Y4sEpCU4UOFkRZkwoyMWo1jVVUPZ5Pt87764PdY/ORo7pl8mBvkF6TwzoCRbC0Qn8c5xHD5Yzcf2bh+WE+TVKyAkF3OLjB1fVRNKqhAh8Vd3NH5W5WRxNU4UV8FuZTCqW4uQz2vfnL/ojxVWGrp1uUZBXiTaGtVVLhbbT5YAACYOy0FqvAPrpl0q/vzT9cejcly9E86ovjHPBevx4pdd+QCACSEqCRiGQY4vaHbcJBNfqE4VqzV6lbBbff4FvbJSgn4mdK6YrdqM4zhJAFNyLVij2zK+5CifVBnXMTbg8ZxUK5IcDJwe4GAx2yjHKvJ1qjSPo6QKERp/p4o/yRdNo/o1h/kKvrE9WgX4SimRky4Unpjj/qQU0FdDZufU+Sq8voSX2HlodGckx9pQVOnCFoP7/SmhZLgaTaP6jeX+pIoS/X2dKkcqY3HeVbs3VqSIfip1MKkH/BtrmifMQ3jfreh9Ec5XurDeZ5Z+05BsxecIahCCpKSRcfkC9WoYcguFoUrSzQAwOIeXntpxsgRlNXW7hxiFcEb10ZivcwsrsTG3GBYGuH6g8vVgs1owogsfdxJ8J4yOsG6y2/zryWgWKgL8HnLHKb5g8fJevAxhSpwdl3Tmr5e9Z8whWQsE+pMGesU2/hxx4Gw59p4pQ4zNglsvaBvyeTnN+QS80YvW1YSSKkRIrFHsVNngWwT2aZOKeEmgQk679HgwDFBWw6LYwGZKTgVPlWgvyH/eeQZuD4d26fFom8bfXDNT4vDV/10IANh1yjwTnhTlduXG95FYf7QYRZUuNIu3K5rUCwiVyGYJ6ouLD7ssqSIkeRu5usnr5fDzLr5j6JIuwQleodost6hSTLiZAbeHg/B1V+xUicJ9ycly2H6Wv8+PaBeYVLEwDHq35INcO882zlxQVMV/19LjIwvE+eW/GuXwRBOhynfdxyvMz429PiqqcOLnXWcAAMPDzAsCgu/WsXPGLjwRCOddEE1LlSlf74CT9aJvmxT8Y0xnXNqN9y0QAmtmQk2jetbLYUs5HxQOlVRJc3iQHcfLgh2siFV8Tn04Xc1Xn2fF1W2+8XeqGP96JHiU1q1qyH+tPlwIjgO6tkpCm2bKnVqCtPBBE8i8uBSM6qMhc1Tj9mD5/rMA+OIHJdo0i0dGciy8HHDEJPs3OTVKSZUoSpt/vZnvUrmocwtkpISeCwSFlM0mKYpQ8kGLZrc1AOSX1aCwwgmrhRGl/AH//WhvXpkp1qyA8ucPREeRRvDpHdI+DanxwR10AoK8vFkKdtWAkipESKxRrMQU2v4uUDARkxJrt6K1TxPTyNlUf3eEQut4FCYdJ+vBHJ9vyl8GZQdkzoUJL6+0BkUVwfrVRsepcC6i0amyYC3fnnl5r4yADYCc7pn+BYgZcNYi/9XYLfwbc4txsrgaiTE2jOneMujnLRJj0CzeDo4zp7EhoJ5O+L5CN1weoFmsBTkpwYkOQQJsZ0HjVP2d83WqpFOnChGGahffGSWV/4pWJ+9/Vh8FxwGtU2LRv21oaVSBtmkJsFoYVLo8yC+radSx6JFwSZVorFUBoKTKhY0+GYt/3TwADMNgRFc+Ab/uiHl0wQXCGdU39inYm1+FCq8dyTYWXZNCf79z4vnEx/Gq0EGEupLn61RpXedOFZL/MhsuBXkdNTro/vDJNAv3IyU6STwkjB7EVDKqj0bC97MNJ1BS5UbzRAcG54Sep0V5TgPHL8Ihdqo4oi9t7vZ48d8tpwAANw9W7lIRELqItp8sMYWvilKy0RrlTpWdp/yy2lI/ws4tk2C3MiirYXHqvDlkzf3r1sB9bTT208Jatbb4qiAtfLyoKqq+OmaCkipESKxRCmJKKzFHdQsOYsoRKjGPGnhRIiZVFIzqo3GzW7a3AKdLqtEiKQZ3Dm8f8LOkWLu4ENxjkkC+FEUptkZeBG4/WYJl+wpgtTCYdFGHsM/t2yYVAD9RGn1DBPjlv2LlnSpRWAByHIeXf9kPABjfO1Oxa45hGHRuxUuAHTSRWb1T0pWjKLUThfvSNp8Jfb8Mu6LsUd9WQqdK4yRVRE+VCJMq1KliTpSM6sVO0kb8Lrg9XizcehoAMO3K7iG1kKU4bBZxvjZDJbIzjFG9l0NU5kjBR6VTy0TRs0CYlw+cLTedr0o4/4jGTmxtPMl/pwenlMEaPCWI5PgM7HOrYhrt2HnVPvmvOnaqiEb1xo/VET7EYiCVO1U25/KV9uECaB1aJIBheHPowgrjKj4AEu+IKMscLd7NSzffc0lH2MIUxbU3iS9sKERPlQBpc/7vxk42/n7wHM6VO5Ge4MDo7srdQwKdWyYiOdaGKpcH+84Yf1+n5DUU7U6VnT65wT5tAmW1HTaL6OdxqMD4nz3gXzMFyZo38r2p0smK69ULO4TvdM9KjYPNwsDJenG23PgFWWpASRUiJH75qcb9vZ9tOAEn60WfNikYFMakXkDQDM818KKkhg2W//JvUht3wuM4DvPX8F0SNwxsExAoEujp61bZnWc+CTBR/iuKRvU/7eDlpib0yUSnlolhnzsopxlibBbkl9WYYmEeqlMlGhvUG+auw/aTJYh3WPHApZ1CPq+rmFQxftBSQAwk261ipR8Q3Q667b5kSf8M5WpjQf7rQJEbNWzDj3/I583SKjEy+S9/p0odXIuJJo/fqN6fdPXfjxpvgfTt1lMoKHeieWIMxvXMiPh1XXwShQfzjb9BDSfvAkQngPnTTr4I6HLJOWmXnoBYuwU1bq/p5BPC+9o07rHWH+e/00NSwhf4RKNT5bRoVF+3JD4l382HUveWtBgrGsneogqnWGw4MMxeOtZuRbZPGszo3dZuVqFjSEy6N845OCbx7biyT2bY57ZPN35RaDiUPFWE/TTHNW5Af8keXo5tQp/MWgtSLBYGA3zXzKZcY5vVsx6v2F2vXAgRnYlq5QE+uD8oJzjh29EX9zhkkj21kg8d0PgKHOuOFKHCySI7LQ4Daul0t1ktyE4jX5XGhJIqREiiUXlW4/bg43W5AIBJF7Wv1YQVMH77rNvjFQMBsSpUOe06XYrNx8/DamFw02BlE6vePsPu3afNmFQJU1nTSOdCaIsdoeDhISfWbhUN1Lf5DNWNjNCpEqQ92sjXQ1mNW9TTvXlIW3FxoYQQtDxkok6VSp/kUUKMTIYtinrI287wgbH+GXbFn2clWZEeZwHr5aXCGsK5Kg92nHWDATCiXWTVzRYKlpmSKjGpIp0T/EUne/JKcbK4qoHHYPHaYt4IfdJF7SPqUhHoYqJOOqWAvjTp29jJ3uNFlaJvyoS+/gCa1cKIn/t+EySzpIQzqm/MIFlRhROrjvDJlEvSSsI+V+hUOdZInSpezi//VWdPFZ/8V2N3+RP6RejsjbErJ3ujEbcU1q+dWyaG1c4HIBZvHT5n7CCmaFQv6VQRPDEbK3j83Ta+m/SSLi2QlRoX9rlC/MLsniqxCkb1QOPN114vJ/G4iawgRZAA22JwXxWplLOi11AU5qnTJdXYk1cGCwOMVlCk6dzSL0loBpTWrYB/7dpYXrErD/Jr1eEdmwesi0PRTiIBRjQcSqoQIYmG+efPO8+gsMKF1imxuLJ3+AoPAaO3z0rNrwMWHlFKquw+zW9Sh3VMF6Us5PT2tWvuOGnepIq0U8LWiEb1rMeLPb4OIMG/pjaG+Fr7hUWjkVEKYAKN3y0k9ah5/PJuYZ8rBM8OmCBoKVDpDK7OB6Knh1xY5cGJMg8YAH1bKQcIGIZBn0aSANvqS+B0SbehRR2N6k2m9mN6qnwJRiX5r31nyjD+rT9w8/vrG3SMVQfOobDCiRibBX8Z1KZOrzVlUkUhoA80vuTSol358Hg5DO+Ujm4ZgfN1d9//zVZ84g5jVN+YVa//23IKbi+Hvgnn0T0x/Ka/naRTpTFiRIUuG1xeCxhwyIipo6eKIP9F84RpUOxUiXIHnRAMHhTG00OgYwtzBPeVirKEfzZGwpfjOHy/nU+qXNMvq9bn98zi54iDZ8tRWt04srVNBdbjhdsXLFYyqgf4ToWjjZDoO3C2HIUVLsQ7rOJ+uTb8ZvXGltZ2S7r6FefsKFSJbTzG+yb3zU5FemJwoYNZkrwCNQpJd6BxE1teL4cfd/Bd1eNr6aATEJSAzJLcijaUVCFCEg2TvSV7eR3SvwzODmvOLaWDpFPFiGZKgtwUINO7jJLMzmZfq6tc51JK76wUMAxfbXCu3Fxm9UryX1Kj+hNFVQ1aHK87WoRKlwfN4u3o3DIpotdc2YufIJfvK0Clk633sZsCSv4FgL9bqLGCNqt9Bp9X9s6otSpcCFqeOl9t+M9foErBnBuIXrJ3ez5/TXVKsyE5JvT56OOTANtxtmHa4EJSZUBm5HIxoqxLg45MNDUECQslo3qBU+erRZmw+rD2CL8JvXlIW8VNaDiE+9OhggpDrpGkhNMGBxrf00MIoF3eK3iT2r9tKgDjV7rKUaNTheM4fLHxBADglpbHa31+drwLDDhUeqwodAV7o9UVwU+lVYwb9jrulK0MGdWbjVqTvY28j+M4Dsv28kVWtWnnAxD3GkZPvNe4g/cPjZnw3XGqFLlFVYizWzG2R3jfDgDISI5F27R4eDng0/W138eMhCBrDgSeD2mnypVvrcalr6/CgQZ2ewrm3APbNYu4y7dvm1TYLAzOljkNbZju9PjXpdJ7ki0KMT6Bn3zBfcF7To5wPzp8tsLQCS0BJRk8oHEl2FYdPIfSajfiHVYMjWBOACCqoAj+N0TDoKQKEZLG1gx3sh78cagQADC6W+2LEYGs1DjYrbyZUn6Z8cyU/J0RlgA5tGgY1XMch9WH+XMwvFPzkM9LirWjk89IbPvJkkY7flMgnFH98aIqXPLaCvxt3oZ6//7P1vOBgvF9MgOCQeHolZWM1imxcLJeUTrMqNQoBDABf6cK6/Hihx15ONHAdtXFPv3dyyJoFW+W4ECLJD7QecgkFR1Cp0pCjKxTJUpJla0Sk/pw9PF1sTS0U2WbL4kzIIR/ixIWseKxQYcmmhBuSbVlvN1/LdgUXLMLK+pfgCBIuURaZSklJz0eDqsFVS4PTpcYNzgAKAf0pQmuxrw2C8pqsD+/HBYGuLpP66CfCxXi20+WiEFVMyCaD9uC10iNldT6bX8BcouqkOiwYEJ6Xq3Pj7FwyIrj7+lHKhsuAZbn81MRfmddsPjkv6JpUE7oC6doRBysNgA0vm/B9pMlOFpYiVi7pVZTbsDfFb8nr8ywQcxQnRGNmfAVkuxje7QKWhsrwTAM7hieA4A3UjcT0iKTmIAOieDnrvHFJerLBl9nxAV1WD/FOfzS2puPG9dXRbgmHLIYU7T2cjtPlWC5TzJ1dPdg6S8AyGkeDwsDlDtZFJigcLc6RLFoY8X5ql0e3LFgEwBeVt4WYdF6v+xUALwtgLuxDbRNCCVViJD4b7iN8/s2555HpcuD5okxohF6JBjdTMmpEMQHomMidqK4CufKnXBYLbWaWAlVmFtPmKsK0yl2qgTLfwnsPFUaINsWKRzHYdtJ/vO8um/treMCDMOIi79dp0vqfNymhNQgXYpwPzpf5cZDX2zD6Nkr632MwwUVOFxQAbuVwSgFvVclBLN6s0i9hOpUiYZRPcdxWHSIDwYPaxM+ICbIfx05z6LCVb/Jyctx2HuOD5b1bhk+iSNF+CSoU8U8VEkCA3FhOlUA4Fw9kyplNW7sz+flCAeFMRwOhc1qQQefvIvRK5GVtKltUepU2eW713dskYiU+OD7RMcWiWgWb4eT9Ut6Gh2O41AlFD7EBAeQvRzwybpcrDhQ0KBjzF7K+wv9dWALJFgju+N2T+LnkN1l4X0OIuGUr1Mls44m9QBgo04V0+FigzvopHNEYwcuv9l6CgBwRa9MJEYQ3O/SKgkOqwWl1W6cLDZm4l3aGaFUFMd6OXyyLhcr63lv2nmqBPPX5AIArukfnGQPxaW+PcbG3GJT+TLWSKrzAwpGFbIqZxtQMMt6vFhzmE+qDO0YWYW+gBAH2W5gv1Lx3hRln1KBf/68DwDvRXpxZ2Xf2Bib1VTSU7V1qmw7WYJbP1iPHfUsYn7wi23ivx8e0yXi13VonoCkWBtq3F7skUiiE/WDkipESIQWzc83HMfkz7bUK4gsRTD7HNW1RUQGSlIECbCjBkyqKMlNAVJPm8ab8Dbn8gH9XlnJQUkcOUPa84sToa3WLPiN9cJX1hypoxaox8vh0f/uxNkyPvDWKyvyxCLgb/H/YUftVZtNGb/8l3KHhIDbw9W7OlioirqwQzpS4iILqgsV5IJsmNGp9J2HBNl5iIZR/drTLHJLPYizMbisQ2zY57aIt6J1Im8FvLugft0qJ0s9qHBzcFiBjs0il4oRtbk5xrDVnkQgQoWZzcIEdEcodRnWVypz24kScBzQNi0eLZPDf/9D0T2Tn0/WHy2q1+ubCs4wfh5A4yZ7ha7Q3iGkUhmGEXXZzSIBVuP2ip4lUr8t4Xo4VliJZ77fgzvmbxILhurK6kOF2JNXhgSHFfdcGJnpMAD0Tm68pMqhSv467JBQ92taSKqYqHnJ9Ajf9ZgQ8l+NuV7acrwYn/o63q/uF1lw32GzoGsGXxi0y6CFQcJczTDK52H90SI88/0eTJy/qc7nw+vl8Oh/dwAAstPiQgaLlWiXnoBxPVuB44CP15lHAqxaYS8NAErhnzOl9U+qfPDHMZRWu5GW4AgpNxWKfr7i0Z0GvSYAv2Sq3Rb9pEp5jRvbfAmqySM7hX1uRxOZ1YfsVPGdg7eWH8Kaw0V4bfGBOv/u85Uu0W/3mQk9xPt8JFgsDC7pwt/Lvtt2us7HJgJpskmVd999F+3bt0dsbCwGDhyI1atXaz0kwyHccL/bnodFu/JFfeP6IlSuXRphZbiU9oKvyjkjJlWUO1WsjagDKyC0uA7Oqb1FVmij3XmqpEFa8U0N8XyEaOMXKCiLfLPtYr145OvtYnXZxZ2bBxmA18af+rUGwwC7T5c1qKpH71S7lTskbArn4ERx/e4HguF876zQvkJyLurMy+VtPFZseN8CAKjyecdIq5EBSadKI30GHi+Hv/3In4/LO8YiwVH7sqS3r1ulvkmVvYX867qm22FXkHEKhfQraIKvAAFlk3pA+X5UX/mvTb7Chfp0qQhc0YsPPi/cdrrBBTB6RimpAkglXhrvWELwMdw8IcgnmKXKT7geAJn5sML1sONk/QJVX28+CQC4fmAbNIuPfJ0kJFV2NkJS5UA5n1Tpllj3tZZVTKrQJGEWlDxVomVU/+qv/sBbpNr5AESFCKEr0mhI925KMkdSmaG6BnJ/3nUGB8/yr3n3loERe8IK/GVQNgA+DmKWgpzyGn6dnRQbWLjGMEzQfJFfz6RKYYUTs5fwXY0Th+VELHsk0NHX4dtQOWk9o9TdC0QnqbJo1xm4PF50bJGAP9WS8O3sS6qYQf0hZKeK7Dqoj7fJ/LW54DigU8tETLqofZ1ff/3ANgCAn3bmmebeFC2aZFLlq6++wsMPP4ynnnoK27Ztw8UXX4wrrrgCJ040LOhPBCKf9OpamS/leFEljp6rhM3CYHjn0F4eoWjfPLHBY9ArYqeKTZZUaWSZHY7jsEFi5lYbbZrFITMlFm4Ph20mkQDjOE5sIY9V0OSVUpeq5Ok/7MZ32/kOky6tEvHa9X3rPLb0xBj08QV3Vh0wbrdEKKN6paDN2ToktgROFlfhl128iV63zMi7hXpnpSDObsX5KjcOG/A+JKfSl1QJ6lRp5IX41gJOTFDcNSAxotf0aM5v0vYV1S+pcqiYf29d0+uW2KSkStOH9Xix5fj5iBOjwv0olAyelMJyV53HU1LlwkJfhdhF9VgbCYzq1hItk2JQWOHCvD+O1fv36J1qUZYw8Nr1mxE3TlaF4zhR+rR/GKnULq3MYQAtIFwPsXZLwJystEaqjwei2+PFsn181eX1A7Pr9Nq+KVVgwOFoZSzO1tTfrN7DAQcr+KRK16S6vwdR/os6VUxDrcneRtrHFZTViP5b304eVqvigBThXrW/gabgekXJpB4ArApSA8cK67aG/2D1UQDAlLFdQnYuhmNox3Q4rBacOl/dpBQ3PF4O93yyGcNf/q3OAd+SKn59rqQGYJWtn+rrl/vSz/vg8niRlRqH+0eF74xQQpCWL6p0iXseoxFqDSucg8a6NwHA9744x/UDswMSm0oIvr7L9xs/0VgdQtZcvm6qqMd3UIhnXKXg+xcJwzqmw25lUFjhwk87z9TrdxA8TTKpMnv2bEyaNAl33XUXunfvjjlz5iA7Oxvvvfee1kMzFPIgZkVN/SecFT7pr8E5aUiOjVzDXkCQStp+ssRwVeJKclMAYG1ko/rFe/Jx9FwlYmyWiMxwGYYRnyeYjhmdGrdXDBYnxARr8kopKI9sEXi2rAZfb+Y7VP51c38s+ccIZKTUT+JlhK9Nc10TkHj5bMNxdHn6F+Q88TPu/3wrNkQ45pALQMWkSt0X4tN/2IPzVW60TYvH2AgMPgXsVouYjGyoqWJTQJD/kneqNGZ1k9fL4Z8b+eNc1y0OPVtENjd0bc4HzA4U1m9OOlXGH7NdSt0Cb9KmlsaUGSLUwePlcPP76/Hn99biijdXR2TqXlWLDJ6UcxV1ux9tyi3GiNdW4nRJNTJTYnFZz8iljuTYrRb8YyyvpSyY6RqRUBV/YoCgkQLZRwsrUVLlRozNgh5hku9CoPJwQYUpjMlDXQ9Ka6TienRubT1+HjVuL5JjbXXyXgSANIcHfXzdKquKIpfAkHOiyoEarwUxFi9y4hsg/2X8rwPhI5TigKWRFQfeWXEYHi+Hge2a1eqLKaePLxmw/mhRvaX59IwoNxUkcxT83Lp0RhwuqMCOU6WwWRjcekHbeo0t3mET99Mrm1BR3Pw1x7B4z1mcLqnGf3372EgpreaTKqkKfmTyPFd+WU2dA+vPfLcb3/oKUl7/S1/FPWJtJMfakZbgAGBcGapKl7LqQGOroThZj5jwHdujdkWawTlpcNgsKK50IdfAnUKA/95UW1zDy6FO18G5cqdY5HlLPe9NMTYrOvgK1xuqSGR2mlxSxeVyYcuWLbjssssCHr/sssuwdu3aoOc7nU6UlZUF/CEiQ36xF9RTLxzgDdqA+ldids9MRqydN9k7WscKE71TI2jxhggSNMaE52K9uPfTrQCAey7pgNR4R0Svu7ovn/n+ZuupJicpwnEcDuSX16nVXWhXZpjAoIGSsV6knSq/7S+Ax8uhX3Yqrupbv0oCgf5NQL/9fKULg15ciqcW7hbbjn/eeQZ3f7wZuRFUaAnJW7n5ptKCua7VTVe8uVr0dvrg9kFBFW21MbIrn9RasudsnV7XFBFkXkIFz6pcHsxafKBB38WD5yqx/RwHhwV4ZGjkQbDu6fwm7WCxu173x5Nl/Htrk1y380+dKk0Pt8eL77efRkmVC68u3o9NPl+xA2fLMXb2qlqlB85X8d0ncqPyhnaqrD9ahJv/sx6l1W60TIrBhxMHR2Q4HI4re2fCbmVw8GyFYbtLQyXdbY3cqbLuCF8E0KdNSlD1uZTstHjE2i1wsl6cKDZ2YACoPUAjpbiybp1bZTVu3Pif9QD4vUJdvRcBYERzvgr/8d1tUM7Wb4t7wNel0jmxBnVQhxSxkfyX6ai1GrwRvgvFlS58sYmXxntkbORmxAID2jZDq+QYlNewWH3QeIVBQjV4bASdKmfqsHdYuI1PJozo0gLpiTH1Ht8lXfj4x7ojTeOz93o5zF+TK/5/8Z78APnH2hA6VZIVOlXke2oX68X5qsg7z3/amYdP1vP+NNcNyBI9R+uDIO9p1DVTtXhvUt5TN1YxyM5TpXCxXjRPdKBji9pVBxw2i6i+scLghbvC/BAU51NY45TXoVvlxx154DhehrZFUv3vTc//qScA3ne5Ltc4EUiTS6oUFhbC4/GgVavACuNWrVohPz8/6PkzZ85ESkqK+Cc7u27t5GZG3p5ZXx+HTbnFWLSLPzd18TCQYrda0MdnQPbdNmMZdfuN6pVvtl4vh6IKZ71NuTccLUKXp3/xHcOCe0Z0jPi1I7u2ROuUWJRUufHr7uDrS8/MWnIA4+b8jsvnrMaPEZq7l0kC+tINvZJR/bkIqzD/t4VfkI/tEXlXRCgGtG0Gu5XBieIqjHxtBY7WUYbqQH45Xvl1f6PL6C3dexZ3fbQJv+w6gzeXH0JhhT+Y0smnm1pWw2LOsoO1/i6hukm+EFeSF6mLr837vx/FvjN8gu3ynhlihXFdEMwpd54yXsecnEqnryI5RrlCf9aSA3h7xWHc/P76eh/jjyP8JuaC1jZkJUUeUM5OsSLRzsDlAfYX1l0CTOhUqWtSxUpJlSbHrMUH8Pcvt+OiV1bg36t4CY/2zRPQp00KqlweTPjXH7jnk80oqVIOAJ/3BYbTZIUISpuh8yF+hxKzlxwE6+XQp00KFv39YtFoviGkxNlFCYCv61hV2lQIZfhpaUSZnUonK8q91DZvWy2MWOVX1/m4KSIGaOy1Fz0U1jGpMmfpIfHf/3dJ5OtUKde0Pg8GHDgwmLIrG/X5Ouwt5z1ZutbDTwUArAy/ViejenPg8XKi/Jc8cCmsW7ccP49/rzrSoADmH4cL4WK96NoqCUM71j2IbLEwuLJ3JgA+KG00qkJ1MTagU2VvXhk+/CMXAHDtgKwGjU/odN9+slTXckcF5TXIL63BxtxinC6phsNmQYukGBSUOzF/TS5+2382oj2k2KmikFRRNquvvXMY4Asm3/7tMADeD+L1G+oupy3lgg58B9GyfcYM7AuyZqG6JDxeDpVOtsHyZxt98vJD2qfVKv0lIBSaCnESoyIUiybHytZNCp9TUUX4dVNxpQvvrDiMX3adwepDfNfbuAZ0uQP8ObuiVwYeuLQT3B793pv0TpNLqgjIL1iO4xQv4mnTpqG0tFT8c/LkSbWG2OSRV4nVtVOF9Xgx9b87cMPcdeJjAxpgxHqjz+jt7RWH8cehplHpEQn+inDlCW9jbjGGvvwbHv5qW51/d43bg/s/3yr+/55LOgYFScNhtTC4aQjfUvjZhuN1Pr5WFJTX4P3f/bryD36xTQyOhUPoVJFL1CkFDEJ1qnAch6n/3YFBLy7F/Z9txZbj52G3MrhhUJu6vAVFUuLsuK4//3tyi6pw6eursD5CWa2zZTW45f31eG/lEVz7zhoUVjix70wZ1h8tatAC/3BBOe75ZDOW7SvAfZ9txYK1uQB408Dcl8dj2ZQR+PGBiwAAP+48g5O1VPOW1Sjr8CpVrUaa6N2TV4p/Lton/v+1G/pE9Do5HVskINZuQaXLg9yipqOLXB9C3ZeknSoAX2FWH4Nuj5fDV1v4jf3onMg656RjGJLFv+aPk3Wcl7wczlT4kip1SOTwx/X/2wxSP00dr5fDv3/ng+OCVnFaggMrHh2J+RMHi5vMxXvO4qmFuxV/R7EvUdIsIfA7qpTkjTSpUljhFLt3//23gWjegOpXOZf15JMARq26rKpFm7q40o3Nvs+2Pni8HG7/cCNyi6oQZ7eKBsPhaOvTZa9tbtMbXi9XJ284QFr0UHtSpbiW4IDA5txi/G3eBny4hl+zNYu3ixWsdaVDggtPdeV1wZcWpGBraXydf8eaIj5JNiC1fufT76lCc4QZkFb2Bnlv+a6Lh7/ajpm/7MeHDfC7ErrnLurcPOKgpZwJvqT70r1nxQSpUSgXA5fy/ZtCp0oESRW3x4tH/7sD1W4P+rRJweUNDFz2bJ0Cq4VBYYUTefU0Zo82n284gSH/XI4LZy7HTb6uwWv7ZeHhMZ0BAK8tPoA7F2zGFXNW43BBeG8eofAwPSF4fa9kKB9pomv36TLszy+Hw2rBM+N71PtaELiiF59o3HCsqF6eFnonlGSnMGdXujwY/foqXPX2H2AbYAQmyGIPyaldXl7g6r6twTDA3jNlEUuqN0WEuIa8WFRp3VQUZj/Nerz4y7/X4bXFB3DfZ1ux4sA5MAxwabfa5dbCwTAM3vvrQDw0urOiBxIRGU0uqdK8eXNYrdagrpSCgoKg7hUAiImJQXJycsAfIjLkQYPyGrZOi7A3lx/CfyXZ53m3D2qQvMW1/bOQ5Hv9Y//bYZgFoTCJB8kd+RYKS/eehYv1YtGufLjrOOEt3XsWhRUuNE90YNNTY0TN9bpw4+BsWC0MNuWer3URpTVeL4catwfz1+TC5fGiffMExPikO55cuKvW1wuL8iR5NUEdkirL9hXgv1tOobDChZ99BmJX9s5Ey6T6+ajIeeX6Pnj0Mv95vOujzWJSpLzGLf67oLwGE+dvRM4TPyPniZ9xwUvLUeRLLJXVsBj04jJc8eZq3PSf9fiPL/DIerx1bv38eWd+UNX+nwe0wXNX9xT/37tNCi7q1BweLyceSwmPlxPPgXxib4gR7nsrj4j/3vrMWCTVw9cJ4DcCQkX57jxjS0kKnSrx8k4VhfNw+nxkFWYCrMeLf/12CIfOVSHFAVzbpW5JFQC4qC0fiF5zom7V0PkVHrBewG4BWiXWbQlkYRhYIEi71OmlhAbszguW9nr0sq4AgPTEGHz5fxfC7ms/+mX3GcXEu9ipIgsMKCV5iysj65oSJPO6tkpCZkpcRK+JlEE5abBZGOzPL8eB/HJUuVhdV8XWFb82tbJR/Y3/WYfr564TK/jqyucbT2Dz8fOIs1vxwe2DIpJKzU7jz2FT0gVnPV7c8sF6DP7nMrzw096IXyckDuWfi2LFZWXtCRuO4/D3L7djtaRQavXjl9ZL+kvgrpxCXJvJX2NzDreKqFuF9QL/PJCJSVtzsKUkAYBfSqyu+OW/6vVyookh7EUtDMT9hoB8vfR7Pe9LAMQCqqENkDoa0DYV2WlxqHR5dK2fX1rtxn9+P4L7Pt0SkWyw8BogeO+gdG+qLYB/uqQaA55fir2+7va5fx2omAioC7F2K7pl8B3ya3Xoy1jpZBX3yX8ZnI2r+rZGpsQL1OXx1toNe9b3GbdS8BBVkk8Nt59jPV48+/1u3PXRJlz19h8AgMt7ZQTJstaH9s0T0C49Hm4Pp8vz0lBEyc4Qkqm5hZXIL6vB0XOV2HCsfgUphwsqsPZIESwMMKJr5AH+ZgkOdPapWQhJYz1TWs2rthzIr9vaoC5JlXBFiisOnAvy/rlhYBt0zai/hxzReDS5pIrD4cDAgQOxdOnSgMeXLl2KYcOGaTQqY6J0sUeaSa5xe/C+Tz7h1ev7YNdzl2F0HUyhlbBYGPz4IF/xnldagxv+Heyh0xQR2gLlHSRWBTHnSBeXAkIA+5Yhbeutt9gqORaX+Lxw9C4BdsO/16HbM7+KQfRpV3TDS9f2BgD8sjsfn28Iv4kIWemkaFSvPPH95/cjAf/PSo0TA3mNxQOXdsa82wcB4JNyu06X4tVf96P3c0twy/sbUFzpwsxF+xUNEQWzSikzf9mPF3/aixGvrUTP6YvxzHd+P5TtJ0vCtnqvOMC3TP9jTBdc0D4N7dLjce+IDkHPmzyKl/P4avPJkF1DQqcQEFm3UDj5r6V7z6LvjCXIeeJn/LSTT279/NBFQcHRutKrNf/51ebF0NQRkr1BnSoK5yGSqj8BjuNwy/sbMGcZL/VyVy8rUmLrvhS5KJu/n23Mc6KmDo7AB4v495WTalPc2NWGEDMhvXz9IwRqL+vRCrkvj8fhf14RYObYp00qDv3zSmSnxcHLAfsVNkpC8lxebamUXCypcoVNYOw4WYJfd58RpQ4a0rkbiuaJMRjeiZ+vx835HT2eXYyuz/wqeqIdOcf7rTTVRItf/ktmRuy7loW3Fankp5TzlS68+ut+AMATV3QTP8fa6OEzVNez15mcLzedxPqjfABl3h/HsGxvZD5hgk5+M1kwS2m9WhRBd/DGY7zEjMAL1/RqsLcQANzRjr/2VxclYV957QUt8080x/u5LbD8HH8uuyZWo01c3aUlAcBKRvWmolJSCS6vmpevl+paGCdwprQaxworYWGAIR0irwSXwzAMJg5rDwBYtk+f3oA/7MjDqFkr8dKi/fhldz5u/WBDRNJEZXXoogtnjH64oAJ//WCD6G1wVd/WaJ3aOMUPV/Tiu12eWrgbC7edCtvNxnEcjhdVosCXbNhyvBhfbDwhzuUbjhbh0f/uwPfbTzfKfP7per8axYC2qejQIgFPXNENA9s1Q3KsHd9OHoanx3cX/XxWKewvpQhJkkyFpIo0PyVcMuESXQ99uQ0frzseINF138j6SUQqMcqXCHh/9VHddhiuPVyIpRHO01KqQkg5C/sfIRkJQJTIrgu7T5fi/z7eDAC4qHMLtG+eUKfXX9aDvyY+8qlc6BWO4/B/H2/GvZ9uwbg5v+Ophbswcf5GvP/70VrlwMuqQ3XRKSVVAtdNrMeLdUeKcL7ShQVr+U7Huy9uj6/vGYoXr+mF5//UqyFvi2hEGr5y1YApU6bgb3/7GwYNGoShQ4fiP//5D06cOIF7771X66EZCqWL/WyZE+3Sa79hfrLuOGrcXiTH2vCnfq0RY6ubdn0ocponYM6N/fDwV9ux+3QZTpdUo2VSDI6eqxQztcLioqEtoWohBC+DuiMUxn+mtAadI/SCOHquArtOl8JmYTBxePsGjXFsjwysOHAOS/eexQOXdm7Q74oWby47FBDU6JaRhDHdW8FiYbA/vwzvrz6GJxfuQvNEBy4L0cYtVAjIA+9KRvVVLg8qnSwSYmzYeKwYW0+ch5XhO3osDLD8kZE4W1aDITlpDaq6DMWl3VoiNd6Okio3rn57jfj4uqNFGPDC0oDnbT1xHqXVbtw+NAfTruyG537Yix935OH+UZ3wii+I9IFEluCT9ceREmdHx5YJ+MdXO+CwWfD5XRegX3YqHvh8G5buO4vFD1+CtAQHdpwqAcB3NP19TOjvxtAO6ejcMhGHCiqw/mgRrvBpO0sRgjAJDmuQObDS9XCuwqko/VjpZHG3b5EncEWvDPRsXT9JESm9svigy65TTSepEkoeMxzFISr0lc5DXfy2Zv6yX5Q+6puVhDt61q/lu3OaDZmJFpyp8OKmbwrxxXXpiLPXnpzZVcBvIHq0qF+Fm90CuLyUVGkKCInPwT45glCVpl1bJeFkcTV2ny4N0qoXAgMZssCAUkKO9XIoqnQpynmtOVyIWz/YEPDYgLapkb2ROjKiSwusOugPeLhYLyZ9tAnPTuiJq97+Ay7Wi8t7ZqBZggMcxyExxoZr+mehVz0ll+rDobPl+GhdLh68tDNaJUfexSl0UsbV4ulRn6riX/fko7yGRccWCfjrhe0ift2wjnzyZXdeKUqr3I1SPRtNzpbVYPbSQH+zx77ZiWXtRtRadCAURDSLoFMlnFH9B6uP4uddZ7DtRAkA4KbB2Xj5z/WT5VSiT0o1hqWVY21xElYVJqFHcg3ya2xwWDikOQK73A9VxOC1g/41Yds4J57tdqbex7aT/FeTZvfpUvxvyynE2Cx4dFxX2Gu5l4j3JEfwPld+XdRVRtvt8WLL8fOY8SPfTdanTWpQYK6ujOjSAi+ANyWudnkUx60VMxftEyU7BU6XVKPn9MVYP2100DwspawO8s2CMbr8fldQVoM/v7cWpdVuNE904LFx3XBdA71UpNw0pC3e+u0wXKwX//hqB9YcLsKsEJ4gf/9yO37wFQf889peokTptG934bmreuDtFYdRWOHC/7acgoVh0KFFAsa/9Qe6ZSThu/uHI9ZuBevxgmEYxc9ASrXLgzeX84VOT1zRDfcqeK9mpsThros7oKjCideXHsSBs+UoqnAiPYR8qZAsz0gOTkhJ99Tt0xNwtLAyoDiL4zg88/1uHC6ogNvDBRUsPHRpp0bxoROYdFF7/HfzSWzKPY8HPt+KN27sF+RzGwo1Yk77zpThtg83gvVyuPWCtphxdc+I1zgVITxVbEqFu3WUtf51dz7u/XQL//ssDO4YllOn1wPA34a2w9srDmPriRIUVjgbVQ63MdmTVxbQyfOZr0hXKF69+5LgYlIBv6x57QlfqacKx3G4//OtWLwnMJl2w6BsdGmVhCHt659gJxqfJplUufHGG1FUVITnn38eZ86cQa9evbBo0SK0axf5JoionYYEz4QW54nD2zdaQkXgmv5Z+GLjCWw4VowRr65AnMOK8hoWtw9th2cm9MCMH/fi++2n8fCYLrjzooYlE+rC8aJKrDxwDgPbNatTcCKk/FcDPCQAiNX5wzs1b3B1/qhuvEH3rtOluluEA/znInRGAcDobi3x4OjOfj3jMV2w+lAh9ueX452VRzC2RyvFBZBQlSzv6lEyqgeAY4WVmPbtLuySdS2M6MJXa9S1YqMuMAyDWdf3xV2S5MHQDunYdbpU/E5d1bc13rqpX9B7nXldb8y8ju/guaxnK1z37lpUuz2495IOKK1246N1x/H2isPi812sF7d9uFHUZgWAMbNXoW1aPDgO6Nk6OexmRxjv8E7NcaigAl9tPhmQVCmvceO3/QWiTn52WrAOeqiNUVk1i5R4O06XVOPjdbnolpGEb7acFp/TIikGf7uwHSY3UlVT/7Z8dfkWX6JKz/qjS/eexetLDogV+NcNyMJL1/audbPAcZyohyxf4CotxCPtVDlyrkI0gL62fxbeuLYLcHxNLa9ShmEY3N43AS+vKcf2s268tq4cz14S/r7708FqvLGB/ywGt67fPVHI9blJ2kVzOI5DXmkNWqfEive4D1Yfxa+78/GXwdmiXErP1uE338M6NseyfQX4edcZ3HVxe/y6Ox+/7S/A4Jw0nPV1w8kD//L7UYukGJwrdyK/tCbomqlxe3DvJ1uCjquUWG4M/nphO7ROjcX32/Pwi6+7dM3hIoyb87v4nF/3BHadfvDHMcz+S19cN6Dh3l+1UVzpwrg5v8PLAdUuL17/S+RGsyGLUGTno66ShBznl6a8tFvLWoNQUlolx6JjiwQcOVeJzceLG9yVHQ1YjxcfrjmGX3bni4mMrq2S8NU9F+L6uetwuKACA15Yios7N8fsv/QL2dlcHEr+S7Fzyw23xxsUlH76u134dL2/azg51oZpV3ZvyNtT5E+ZJVhbnISPTqSjZYwbU3dnI93B4pdhB7GvPA5zj7VABWvFjjJ+vTEgtRKfDzqKWGvDkiFWkv9qsmw/WYJr3vGvSTJTYmstShM9CxQ6rOTXxbkw3dVyWI8Xl8/5HUfO+QOdNw6u3eOpNjq2SEBmSizOlNZgU24xLunSotbXbDhahNR4R1RlZradOC8mVGLtFux6bhw+33AC03/YAwC4+f31/8/efYe3VZ5tAL+PtmVb3nsldmInduLsHbIgg7ACKbusQtnjYxQKLQUKNNDSMls2pGwoYY+QAJmQvZzpLMd776V9vj+OJEu2bEuObcn2/bsuX4nkI+n10nnP+7zP8+CTm2Z0+t7k2A3uQelgQMr+CQ9UwWi24qfD5ZgyPByPf3sY9a0mpMcE4a1rpyAxzPueTF2JDFLjpcsn4MnvDiO/ugWf7irC1TNSkJ0YCqBtA9SmY5WOgAqADj3fHv3atWTjM2tykW8rP3mkrBFXv7kdj5yfid++sQ1BGgVWXjcVEYEqXPH6NhTUtODVqyZh1ohI1DQbcdWb23DQVs44WKPADd2sm0QEqTEqNhhHyhqx9WQNzsnuOI+paTY6shrdXQc7X1MPj5SCKp/uKsLwyEDcNn8Ebnlvd4c5ylmjo3Hf4gwIEHr99zApXIu//2Yc7vpoD74/UIZG/U68fd2UDueu6iYDHliVg7SoIPzfWekQBGDZv3+BQi7g1asmI6GXMprae/Lbw46NXO9vK0Cj3ox/XjKu24AvIGVQAx03QrjbGFRQ4/m8SRRFPPejtDkjWK3AZ7fO9HjTr7MYnQbpMUE4Wt6E3fm1nW569bXvD0hrameNjkF+dTOOOZXhemPzSVw7a5jbn4e0TmEPqnQ/b3Iu/7U+t7JDQOX+JRlI78H3mfregAyqAMCtt96KW2+91dfDGNTc7a73ZJdNRYPe0bDqgvHxvT4uAPjzOZm44N+bYXbqwfDfLfn475a29NW/fnMIz/14FA16MyYkh2LldVP7bAHUYhVx7ds7kFfVDEEA1t49FyNsdSK702n5rx4GVb7cW4y7PtrruH2umwmPt2J1GkQGqVDVZMS+ojpM96Kmb0WjHlFBatS2mBCsUXg0CfDWA6ty0GSQdpiuvXtuh9/dQLUCb183BXP+vs5WgqXM7YJWZ0GV9j8LtUIGg9mKc1/c3OE5NEppd1t/OCszBq9dNQnHKpqwOCsGI6KDcaC4Hre+vxvnZsfhrrNGdrt7Ji0qCJsemA+rVUSoVoUmgxn/21XkuFAcFRsMrUqO3baFGGcFtsa8V07zLKB99YwUrPz1FNbnVuJ/Owtx8eQk1DQbcdlrW3C0vG2C4i6oIggCZAI69G8pa9BDJgMueGlzh7TZP58zGjec0fnukZ4YGR2EjJhg5JY3Yu4/1uHhczJx5uhoj2rv96fv9pfitg92u9ST/2x3MTLjdN1+T5oMZkf5t4ig7ifiZfWeTcS/3lcCqwjE6NRSUE/0vsG9sxsnBiFSK8d9a+vw/v5m3DI5CFHajgGjtSf1eHJTPU7VtwUFFw7vWY8jezIMM1X6n9Uq4r1t+UgMC8CCUTF4du1RvPCzFPz96wVZyIgJxhPfHgYA7LTtbEyNCsSUbnZznTsuDk98ewh7C+vw/E/HHKXpnHvCxbfrfeJ8TlDKBcSHaFDZaMCh0gYU1LSgptmIhNAA/HK8yiULcHScDmlRgbhvUUavlDlyR6WQYcmYOCyxNWB9du1Rxy5UQKrB/OPhctS2uJY3uueTfZAJAv7v471IidDik5tmeJVF4qm/rz7ieB9ftbsIN89N9fhi3L5w1l3PLW82oABAfnUL8mzlVX/fg3NGZnwITlQ243hFk18GVR76fH+HGvh3LxyJUK0K//hNNi78j1ROd9OxKrz08zE81klJCXvJzehu5kh2tS1Gl35yOUV1LgGVQJUcj12Q1Sdz82Xxdfjn8ViUGVS494BU9q/SqMTk9Vluj787rfy0AyoAoBCkc6eFp4gB5/Pdrn8jz/10DBdOSOwy+6ze9j7aPtALdPy7aDSYPd6Y9tGOQkdAJTxQhQfPHoXfTDr9oLd9g9Onu4rw0+HyboMq2/NqcKmtafn7N0zzuCyip8rq9TCarbhu5Q7Hfa9eNRlKuQxXz0jBmAQdbnxnF/KqmvH31Ufwj04yO+zXb931PwvTKlHbYkJJnR7RwRpMefJH1+MF4F+XjO/1gIrdoqxYLMqKxaWvbsG2vBrc+8k+3LMwHXd8uAdmq4gFo6Lx85GKDo8bmxCCZRMSXHpg3TIvDS+vP+EIqNhtP1WDc16Qrk9rW0w478XNLpvirv/vDnx04wxc/tpWR58yQMoY9CQDYnpqBI6UNeLXE1UdgipVTQY880MuAKn8tbvfdedMldkjI7HpWBWMFiv+8UMu/mF7rPPXnRgWgKeWZ/fpJrZzsuMQrFHg5vd2YfPxKryxKQ9z0iPx99W5uHdROrITQ/HG5jz8eLgCPx6uQG55I3bk1TjK/8166md8ctMMjE8KRbPBjLDT3MyqN1nQarSgutmAX09Ia2p/WJyBZ9bk4qt9JfhqXwnuWDAC93ZTXtw+zwvVtp8zdfw5e3otBwAbbRtVAWDD/fNPa/PupJQwHC1vwq4C/w2q2EuvnZsdh7MyY2CxighQyjHzqZ9R3mDApmOVWDCq49yvqLYFVlHKFIoM6j7D992t+fj5SAUmpoRhe560MeyG2cMxa0QkgjQKR+Y9+Z8BG1Shvudud0dFFxeqBdUteOHnY4564WMSdEiL8iyw4K2xiSF4aOloPP/jMcSEaGC2WN02CW2wBSz2FNRh3GNrsP1PZ8JgsuJ4RRPmpkf1WlmmDUcrHBfkogic++Im3L94FJQKGS7vZpLiTXP08m52Oe0rrHMJqCSEBvTKblhBEDB7RCS+2FuCx785hBcun4D86mbMGRkFhVyGuhYjjpY3YcqwMAiCgO15Nfhufym+3FvssnCTEBqAl387EdmJocivbsbJqmbMS4+CIAhoMpjxzpZTuGhCoiProVFvQoBS3un373BpA15ad9yRfvmHxRmd/kztqcsvrz+BVbuLcPbYOIiiiHe35qO0Xo/lExMcQYIYXdcLBmeMjHKpR3zW6Bg8cl4mdubXYFSsrlfTkrsjTdDbbo9JCMHG++d79RzO6fJBagX+fE4mHv3qICYkh+KV305CsEaB37+zE+tyK5EaFYjv7jwDf/g0B1/vK0FqZCAunOBZenxqVBBGx+lwuLQBf/g0B4FqBd7cnOcSUAHQ6ffPeR3bvlPq+wOl+Can1CWgopLL8Ps5w3s9oAJIfwuPnJ+JK17fhroWE+793z7MHhGJd6+f6lH694+HyvHF3mI8dn5Wp2nzp2tXvpTCLorS9yk+NADb82rQZDDj3a35+N2s4V2+99nTj7UqeYeG0O7elzzJVDle0Yj/2Hod3bswQ8qW8a7HfAcyQcDyUQF4L6cZe8tNeG1XE/50RgiKGsz47rge6eEKpEcoce/aWjQY2n557p0ejJignmXbOXqqcMXstB0ubUCQWuEIopbUtaK6yYi06EBoVQq0GM34ZEchZo+MQlpUIB79+iDecdo44ewvXx50e/+flo7uNpAfHazB7JFR2Hi00hFQcSYT2pqR2zn/HShkMoyIDsa+onrc/2lOp69z78J03HFm/5fPvHthOqyiiBd/Po6Hlo7C789IdZQmqmg0wGC2Yv4z6wEA//fxXgBSkGHp85vw4hUTHOWtesuWk64NSR/9+iBWXje125+T0Wx1LAC1L/HS/v2s0osyO6Io4uq3tgMApqeGI7oHgaS0KGk37sc7C3HjnFS/Kj/boDe5BAiVcgE3z03DYtvixYTkMLx3/TT89k2pPN33B8rwyHlZnfTPspV0aZeZ6m5xAAD2FtRh47FK5BTVIzpY7aiJPyklDB/+fjoEAX2y0QYA1DIRtw6vwKNH2uYnMoiwQhprsMKCGLUJxXoVlsXVYnZE573jvKGAPVOF54iBolFvwos/H3dszHvj6sn4+w9HcLS8Cctf+RUmixXXzBjmtvpBdbP7rF6gk+voRr1HZbQ/3yNlXE8dFo5Pbp7h1dfTnfPGxePTXUX4ZGcRZqRF4OucUjyweBSSI7Qwmq14c3Me3t1yCkEahcv8/PFvDuHTW2bizU15+HB7Aa6aIWWB9/T9bsepGlz66hbH3F4pF7DhD/MdPUwEQcCklHC8dvVkLH/5V/xvVxEWZcViYWbHxUv7e1N8aNfvTWMSQrDpWBX+uCrHbd+nm+em9UspzL9eMAZLX9iEYxVNuOX93Y777QGVjJhgfHLzDJgtVuRVNSM7MRQqhQyXTE7Ey+tPIC0qCBdNTMCx8ibH9eh710/DLyeqHH1F7ZwDKgCgN1ldMrIAabPFrfNGeDT2M0ZGYuWvp7D2UDnGJITghZ+OYUR0EGJ0Gvx8pMJR+tHdzwmQ5lR2GTHB+PL2Wbjt/d046dQ3dl5GFF67anKHUtB9aU56FO5blIG/fnMIT68+gqdXS/dvOFqJ6anhjj5kANz2LL3k1S1QyATIZAIeOntUj0uvrz1Ujrs/3guz1YrQABWsopSpc9v8EUgIDXDM0178+Tjmj4rGxOTO+/N1mqni5tvqTX/Mj7ZLmyOunpFy2tVQJiaH4cPthdiTX3daz9Ob7KW3fjpcAYNtk6FCJmB+RrTLhqhFWTH4YFsBNh+rdhtUsZdUS4kI7PA+6Vz5wV7OHZBK59nL54UHqnDnWSNPu+wj9T0GVahTzhdUWpUcLUZLp2+4JosVN723y6XJ1Rkju08pPh03nJGK62cPd+zE3nisEn/+4gDOGh2DP50zGo98dRB7C+pwyGlMU5/8yfH/OelRePOayb1yQff9filNddrwcGzLq4HeZMVfbbtJDhbXY8VFYzuddNonHxGB3e/8K+siqGW1ivjLl20pwgtGReOlKyZ0WBTtqT+ePRo/Hq7AwZIGnPnPDQCAa2cOwyPnZeLm93Zh68kaPHJeJnLLGvHRjkK3z1Fc1+rS/wOQTlK7Hl6I/6w/jlc3nMTfV+fiw99Px7rcCry28SSCNQo8ePZoXDw50dHILilciwPF9R0yReaPiu7yazg3Ow4vrz+B9bmVyKtqxld7S/CsLX31lQ0nHL9LE9pNUNpPyv+wOAO7C2pR02zEyuumYJ6tyZ27DIuB6IppyS4NnQHgrWun4EBxAzLjdZDLBDxzcTaumJqMCcmhHteeBYAXLx+Ps/4llaG51XYhoVLIHJkRSrmAZR5kuM1Nj8KRskaXRdBnLx2HsQmhiAxS9WnmyMy0SNx9Vjre25aPykYDNh+vwg8Hy7BkTBysVhFGi9XxPTFbrFifW4lmoxnZiaGOcm3b8mrw8Y3TkRIRiL2FtchODD2t9yKrVcTeojpkxunw3I9HYRWBcYkh+PimGdAo5WgxmjH9bz8hv7oFH+0o7PDzdWZfJGifpQJ4974kiiJW/noKaw6WOxZSZ6RGYHkv7La0EwQBt0wOwk3f1uL1Pc04Nz0At3xbi5ImS4djFwxTY9koLc5P73mKvsL25fuq/NeJGgM+zqnFpdlhSAtXo6zRhD2lLQjVKDAjue/KDfaEwWyBSi5znPvyqprxyc5CjIwOgk6jxI3v7oRVlOpj3zp/BM57cbNjkeOZi8dhV34tPtxe0NVLIEApd9lpqdMo8PN983C0vBHNBovHWQMXTojHRqc+JJ/fOtOxe/+SyUkdL4acgypyAfNHRWFVu13O7XVVc7mv3bsow2VHo/1izr54tfXBM7Hk+Y2OizpA6nF1xevbEB+iwR1njsTFkxJ71KsEADYfq8I7W04hKVyL/OoWyATgvRum4ao3t+OX49WY9PhanDk6BneeObLTspmN+raxBXXTg6662Qij2drlgoxUvuIYSutbHRsqrp/ds5/ROFv5lpOVzfj3uuN+1Xtu7cFyiCIwLEKLdffNg9kqdjjXzB4ZidwnlmDS4z+iotGAnOJ6jE8KdTlGFEXHHKxDOTw3ZSEB4N5P9jkaPjt7+bcT+2Wx7JrkapxqUWNlQSTem3wSZitw7e5URKtNWDc7F4GK3n8jZ/mvgaWkrhUXv7LFsYh13rh4nJUZA5VChqvf2o7jtjIvT3532G1Qxb6hx93CorvAZGVj971J9xXWYVe+1J/xxSsmeP01dWfOyEhkJ4Ygp6geN78nzcO/zSnF0rGx2Hqypq0fUrvWgUfKGjHmkR8ct//xQy5GRgdheloECqpbvApGiKLokrWYEBqAuxemu20KPyklDBeMj8eXe0vw1PeHcdbo6A7nZPv6RFwXWaWAlGWx6ViVS0BlcVYMnl6eDZlM6LfFy4zYYLx97RRHQB8AEsMC0NBqglopx0tXTHBkZjhvwArWKHH/klGO269fPQlf55QiPSYIo2J1mDUiAltOVGNvYR3OGRuHtKhAR0bvHxZnICteh2vflrKCAlVyfHvnGRjmZanqM0ZGITxQhYpGAx78bD+AjgvyKrkM13TSY8M5S0KjkmN0nA4/3zcP205W46V1x5EYFoBHzsvq14CK3dUzUvDGppMoaff12AMqaVGBuHJaimONBwA2PzAfZz+3CY0GsxRMt4p49OtDaDVZsXxSAr7eJ/1t2X83TRYrFDLB7bpQXYsRd3y4G3rbRUaZSRrH5VOla7YLxsfjm5xSRyBtQ25l10EVW+mpsMB2vYbcvHaj3owmg7nTLOpfT1Thite3IVAlR7PRAkFoG9fpsJe/O1TaAKtV7JM+tN7aW1iH7/a7lqC7dEpSh6zFmWkR+GBbATYcrYAoju7wMz1VJc0th0V0XB9yrvww1hbsdRYXosHTy7MZUBkgGFShTjm/4WbG6bAzvxYnKtt2rPzjhyN4Y1MeRsUG44yRUY6ASqhWibNGx+C2+Z7teDgdgiDAPsx5GdHY/MACx+f+duFYx//f2HTSURbEbuPRSqz85RR+PycVpfWtEEW4ncx15tucUmw4WoErpqVgvW0x5ua5aXj0/Cwsf/lXx86Qj3YUYm56VKcZI/YFTE8aQneWKWSyWPGXLw9iX1E9gtUK/HTfXJeSC70hNkSDJ5aNceyQAICVv57ChqOVjiydx9rVeT1jZKSjVFhqZCCe/+mYI13UzmwVMe6xNS73Xf76Vsf/G/VmPPT5fjz0+X7HfXedORJfO9WbjdVp8PN9c7vt35MZp8OUYWHYcaoWD36W47LrxB5QidGpMaJdhlX7SXl6TBB+umcuyhv1GBXbf1kpviQIAsYmtl0wqRXyDk2dPTEiOhg/3jMXZ/1rg+O+p5ePxfnjEvDZ7iIkhWuR6kGG24y0CEf95dSoQDx8bqYj66k/3HXWSNx11kjc88lefLa7GO9uzceE5DD8/p2dOFnZjM9unYnDpQ0umWPOKhsNWPDPtu/BWaOj8frVkyEIAoxmq1c7eEVRxJ++2I8Pt7sGMx8+N9MR3NGqFLhkchLe2JyHhz7fj+zEkE4vgO2LBO52Xrp7Xyqt1ztqQTv7z/oTHVL5r5ye7FW/Ak8sTgvAvJQWrM834IKPq9we88rSMCwZcfr1ju3lv0w+2IWsN1nx0A8lqNNbsCGvCbfPiMKbO6rQapbGcml2GGYmB+KHYw2YGq9GZpgU1PtkRyF0AUosGSPtTG81WnCsohFj4kMgkwnIq2rGvsI6nJsd1+NF8/bNOj/eUYCHvziIsYkhePm3E2GyiFj6/CaXAIjdCz8fd1z02933v31uX8e+wQOQ3pdX3TITGbHB+CanBAaTFdNTIxAZpPa62eWSrDjcjbbXnJAchrwVS1HTbHS/WOb0u66Uy7AwMwapUYEoqWvFpzfPxJYT1civacbyiYkI1igwPDKo13/ve1NsiAZf3DoLW05W48IJCdhdUIvr3t4Bg9mKkno9HvxsP97+JQ9f3T4b/1p7FKNigz3qvyKKIv619ihebPfznTwsHDPTIvG3C8fggVX70aA34/M9xahqMuDd66e5fS575nGwWtHhe+nue1vZZOiyxvn+4nqXsmhThoV1urO2O84lUZ9ZcxQJYQG4cELPg8e90fz23S2n8OnuYuwrrAMAXDA+AYIgQNlJAMR+Tl97qBw7T9VgfFKoywLHicpmNBstUCtkHTO32o0zJECJ+laT24DKs5eO6/X5aWcEAXh0dAkeHd02Xzy2MAcyAejk23DaFIL/ZaqYrSIK6oxIDffPJsC+Ulavx8ynfnbcnpcRhaeXS9eOc9KjsHRsrGNhzWIVsfZQeYf3CHtmr9tNKG57k3aeRVdS14qVv55y9HealxHdJyUYBUHAo+dn4ao3tjnKFwFwfK1BtvfY1KhAxIcG4I4FI5Bb1uh2PvvpriK8vukkdpySSm6uu28eksO1+HZ/KVLCtRiXFIpGvQl/++4Img1m/GFxBpLCtdiWV4Mdp2qhUsjwxa2zMCo2uMvF1L+ePwbf5JTiRGUzCmtakRAWgH/8kIsdp2rw1EVjHYGghLCugyoXTkjAiz8fcyxaXz97OB4+N9P7b2IvmJMehXsXpuP7A2V4enk2xiaGQBSljVme9qMVBAHnj4t3uf3i5ROw9lA5LpmSBK1SjpkjIjExOcwRpPjitln49UQVzhgR5XVABZA2wv1mUqLj99TZzXPTcMH4eCjlQqcbJJSKtp+JxunrnJYagWlelBfvCwq5DJ/cPAOzn14HQCot+/GOQlQ3GTEyJgivXjUJWpUCYxJCUFDTggsnJEAuE/D5bbPw73XHkRAagC0nq7Erv9aW7XIEgJTl9dyl47EzvwbvbS3A7fNH4L7FGdCbLLj9gz1QK2X4y7mZ2HSsCnqT1VFm3G6BbdOoIAh47apJeHdrPh756iA+2VmI2xeMcHu9KIqio2Rn+4277vpjAtJ7orvy9VariFtsAVj7e8bFkxJ7pTJHalQg1AoZmgxmHCpt8Co4W9NsxD2f7EWzwYy/XTi2R31d3HHuaZQSocW4xFA85Kb328y0SKjkMpyobMYPB8sd11mHSxvwzzW5juxcd4F0581ZcSEazEyLwK8nqnHJ5EQ8en4WApRyv8p6pq4xqEKdcv5jH5cUip35tThY0oC7PtqD+RnR+Pc6Kb10X1E99hVJ21n+duHYLndA+8oNZ6RiTnoUXvz5OCYkheJUdTPe2ZKPF34+hokpYbj6TWlied2sYXjkPPf1lp1tO1mN2z6QTi72OtUhAUpMT41AgEqOr++YDZPFig+3FeC/W/Lx+Z5it0EVq1V0TATb11p0N7ksqGlxWbzUmyz4y5cHXGpl370wvc8uWJdNSMC01HBsOVGNez6RFqDynNJ17XQaBVb/35wOQarJw8Lxwk/HsC2vGosyY6ELUOBv3x1xfL79JMLex6U954WQ5y8bjwvGe1Z+ShAEXDktBTtO1boEVN6+dgruX5WDykYDbp03osP3vv1JTRAEhAWqTrtm6lA1IjoIL1w+AXqTBQtHxzi+jxdP9rwJ5+wRkViSFYujFY147arJHvcw6m03zUnDV3tL8Mvxakz7W1sm3KJnN7o9PiE0ANNTIzrsav/xcAXe+uUUAOCfa3JhFUXcNCcNdy9M73YMX+eUdgioLMqMweR2tVdvmpuGb3JKUdagx1+/PoR3b5jq9sLN3iiv/SQccN2RHKRWOPqv1LWYEBaoQqvRgqPlUuC0fUDlzjNH4pw+as594agArM9vW6z402wdNhcacLzGjKuzA3sloAI4lf/ywYLZzycbUadvWwB5aYtr+YGPc2rxcY60sPFdLqBRCNB/ts7x+bevm4L0mGDMsi0ijU8KxetXT8ZdH+1BTlE93t+Wj+cvm4AgjQLvbsnHj4fLceu8EdCbLLjroz24bGoyfjdrOPQmC+7+eC/0ZgsWZERjTEIIVnx/BC1GM5ZkxWJ6agQe+nw/rKJUis45Q9SZvcyi8yKTveG33YjoICjlMhwubUBCaADW3D3HsUjinCHn6TmgMwEqOR6/IAsPf3kQf71AmgMIgtBpiT7X8l8C1Ao5vrvzDMe4+qN8SG8bFhnoWGCZmRaJA48txm9e2eJYlD9a3oRRD692HK9RyrG0m7/njceqOgRUAOn9CQB+MykJ+4rq8fW+EjTqzdieVwOzxeo2uFdj24Dirr+Bu6BKRYO+y6DKv9e5juvP5/R8YS1AJceRx5dg6QubcLKyGXd/vA9jE0IwIrr7C3yj2Yo7P9yDnKI6PHbBGAQo5fjtm9Ju0E9unoGs+BDoTRZUNBiQ7Ga3IwAU1rTggVU5GJsQ4jhnPNyuJJ4nDanHJoRg7aFy7DhVg3kZ0bjyja2wWF2bp04eFtbhvNH++z86LtgxxxoVG4zv7jzDL3afAm2B8b6i8LNMFbNVxF9/LsW2whYkh6rwwtkx2FdugDyyERN72FtsMBBFEQudNve8e/3UDhUWXrx8Im44ow4v/nQM63IrsfLXvA5BFXv/pih3m1A6uY5zp67FiIv+86sj8zczTofHzu/+erSnJiaH4ds7z8DTq484NipsOFqJQJUcn94yo8OGsfToYBwsacDGo5V4aOlohAQoccG/f8GaQ66NlOc/s97l2u2lKybg+wNl+DZHavTcqDfh7eum4rv90u1l4+ORGd/9wmyIVonxSaHYlV+LDccqkV/V7OhXttA2344KVnfY1e38M5AJ0uLlF7fNQmmdHhOSQ33eD/GOM0e6lAUVBMHjgEpnksK1LllV7fugjk8K7ZCJ6K3b5o3AwZJ66E1WrLxuCgRB8LhPnHOmiif9hfpbYpgWR584W+qboZLj6hnDOhwzdXg4pjr16xsRHYRnLx0PQArAPrAqx1EO3855U+pL644jQCVHjE7jyDrJq2x2BKKunz0ci7Jicdv7u/Hg0lEu6xAymYBLpyThxZ+PobRej/W5lW43hNQ0Gx0bmeLalcVz1x8T6BhUMVmsKKhpwbojFai3Z71olZiUEu6SMXU6lHIZzhgZiR8PV+DcFzdjdJwOD58zGjM76d/0/rZ8/Hy4ApdPTcZrm05ie54017j89a346Z55OFhSj6/2lWBCciiWZMV12RMLkH5ep6qbkRoplehq1Jvw3lapFOTLV07ssox+eKAKV81IwZub8/D3H45g3ZEKfLe/tMOGktFxHeeCznMitUKOl66YiO151Zg5IrLXqsxQ/+FPjDrl/MeeERuMYRFanKpuwZd7S/Dl3pIOx0cGqfusMX1vSI8JxouXS2nURrMV2/NqcKSsEctf/tVxzNu/nEJ6TDCWjo3D1pPVmJse5ba0kXM/Dbs/nTPaMTmw95L5zaQk/HdLPn45XuW2FEV1s9GR+tx+gb59LV65TEBtiwk5RfUYlxQKg9mCq97c5tgdBEgLzVfP8KxpeE/FhQTgoomJWDImFh9sK8BPhyuwdGwsLpiQgNc2nMSRsgY8cl6W26yfqGA1Hl/m2gA1MUyLHw6WITRAiXsWZuBQaQPuX7UPIQFKfHrzTJgsVjzy1UHoTRYsyozFNzkljsj/HxZneL2YdsH4eLy07rgjpf+Tm2Zg6vBwbH3wTFQ3G/ptB+VQ57yzqicUchleuWpSL42m5zJig3HFtOROez0AwIqLxuJgST1qmo3445LRSI7Q4pHzM/Hs2qN4d0u+Y4HeuQElIAUPF2XFIClcC1Fsa86841QN1udW4MYz0hCiVTomf9OGh6OsQY8YnQZPLc/uMI6oYDXeu2Ealj6/CdtP1eCNTXluMwrLbWnvUcFd77zUaRTQquSoaDTgaHkjSupb8ZcvDzr6RAFSv6E3rpnc6femt5yfHoBdpUa8k9OCibFKXDc+EL+f2PuBNl/2VPnxhBSsunhMKP53oM5x/8sXJGHt8QZ8dtC1Vofe7DrG697e4XJ7b2Edlv37F0fZkx2najHvmfWOUnwA8HtbuToA+GBbAT7Y5lqO67/tfu+/2FuCL2zzg4TQAMhkQGFNW/PLb+6YjbJ6PaqaDJg1IhKxIRq8sSkPOUV1eGLZGEQEqXG8ogm/W7kD8aEa/PuKiX3We6i9q2YMw+IxsW4Xx9pzPj3bdwh6UwZxIFDKZfj05hloaDXhn2uPdvjZ3/r+bty/JAPjE0Pxr7VHMTc9CtfMGuayqPWh7TEXTkjAA0tGYcX3h6GQyfDb6dI8RS4T8LcLx+KJC8Zg/F/XoEFvlkrMuAlKFddJ70vu5hae9qCzWEUcLKnH7R/scSxupkRosXRsHLITTy8QplHK8czF43CRrWzcCz8dxwuXuy/ds/VkNXaeqsGSMbH4384irD4o7RB3/ntrNlpwxevb8Na1U/DAqhwcr2jC48vG4KrpKWg2mPHDwTIkhAagoKYFz6zJRXmDAb+eqEZhbUuHGvqhWiUyPdhROi8jCv9aexQ/HCzHDwc7znMB4Hdu6sS3//5nJ4Y6gip3L0z3m4BKfwiUS+e/ZpPvMlW2FTbj80N1sFhF1LZaUFgvLYYV1Bmx7EPbBozN2xEVrMaTy8YgSK3ACz8fwwNLRnUofzsYNRvM2Jlf61j4umZGituS1XKZgInJYfjLeVlYl7se2/Nq0GI0uyx42d9Hkt2U/3X3vpRf7boRrbrJAJNFxO9W7kBZgx7RwWrceeZI/GZSYp+fU4ZFBuLl37bNo41mK1qNFreLkDKZgIeWjnbZrX3D7OGOwIYz581wt3+wx+Vz63IrMeyP3zpunz3G8402Z4+Jxa78Wjz8xQG3n89yE5yRt1u4FAQBo2J1Q6bKQF8J0Srx/g3Te/RY52xJTV9HuXvodEqPyWUC/vGbbChkAlYfLMOFExLw5d6StrJ6Ns+syXXJ1DlU2uAoWT9rRCTGJ4Xilz8ugDsapRzLxifgjc15+HRXodugir1HTXSwukOgzl2jegAocWpWby/35ezyqUlYcVHH68vTdU52nGNt53BpA654YxuOPnF2h5/D53uK8KfPpb//n2z9h+yqmowY99e2yicf7SjES+uO4/b5I/Dh9kKkRQXhrjNHIik8AFtP1mBvYR0un5qENzbl4SXbJps56VGOUsApEVpH5klXrp05DJ/uKsLJymacdNoUFqpVIi0qCAtGRbvdUOi8zqdRyhAeqMISL94Pyb8wqEKdcv5jD1Qp8M9LxuP9bfn4bHex4/5N98/H1pPVaDVZMD8jGoEe7lLwNZVChgeXjsbvVu6AxSpiWIQWk1LCsWp3ER78bL+jRigg1Xa3lyL5w+IM3Dw3zfFG/sSyMThV1YywQBUudtMnICte59ixsyu/tkO5JHsDq4TQgA6pm84TwVCtEolhAThQ3IAL/v0L5qZHIUijwI5TtQhQynHDGVJTbvuia3/QqhS44YxUl2bg9y3O6OIR7i0dG+ey23VGWgQ23d82idAo5fjXJeMdt5dNSMA/1+Qit6yx03qtXREEAc9dOh4rfz2FjJhgTBkmXUDKZQIDKtQjDy0djaPljcirasYTy8ZieGQg/rezEGeMjEJyuNbt7mKdRolHzsvCX2xlB+7/NMfRTHhyShgMZiv2F9fjkS8PoqCmBRW2xsv28nUA8O91J3Budhy259VALhPwr0vHIyE0wG0pLrsR0UG488wReGbNUTz/0zGcmx3XIS15f7G0OO/uolPuMgmUY2xiCL7cW4JLX9va4VhAmmz2B0EQ8Nd5ofj9hCBEB8rdNojtDUof9VTJrzPiYLkeMgFYlhmKyQlaPPxjKW6aGonUcDVumhqFEI0cR6sMuP+MGLy9qxJfHJaCMBdNTHA5bwNS3fiv95U4AirpMUE4WdnsElDx1m+nJ2PnqVocKWtEekwQvrp9NkQRuOKNrdhTUIdXfjsJYxI6lp27ZV6ay+0R0UHYeP/8Ln+P+4qn5wDncXVWRmEwUMpliAhS48/njHYEVcYnhSIrXof3txXg76vbstF25tfik12FWJQpLXzttWW4AMBNc1MRG6LB85e5DzLIZAImJIdhw9FKbDlR7T6oUiv9riZ6HFRxLZe67kgFrlvpGli8ZkYKHrvAdaPH6ZiYHIZPbpqBS17dgtUHy9Bsy+TblV+L2SOlXZePfX3I0SvomTVHu3y++laTy8afh784ALVChvW5FR3qfds53//vKyZi1ghp3unJjuDsxFD8btZwvPWLtFCq0yhw9pg4fLxTWogfnxTqKEPirP23/6rpKSipa0WYVuXIShoqdAppob7B4JtUlYI6I/7yY6lHx1Y2GnDju7sct698YxvW3D0HiWFa7Cusw0+Hy3Hx5CQkhWvRYjTjjU15WJwVi4xYz0qsiKKI+laTz7MBnO3Kr8E1b+1Aky2gsmx8fLfvAcMitEgIDUBxXSu259VgRHQQHvnyIK6YltwWVHEzz3N+X8qM0+FQaYOjBHJlowF/+fIA1h4qd2ysCQlQ4q1rp/gs01GlkHm1mPzQ0tEIC1QhMSwAF4xPwIHiery28aRj04RztvK1M4fhRGWTS9+ARZkxmJfhef/Vy6Ymu5TyHpcYgieWjcVPR8oR4lTi1JnzXFDtpwv4Q42Atp9JwCDbjGInCAKeWp7t2OB2/ezhWPLcJjQZzHjlt5Nw+we7YbaKaDVZEBGowgXjExzn3bgQDSaldB/cvthW0vmHg+X49UQVMmKCER6oQqvJgie+PeyYs7nrudI+pmKvFJJTVIeLJiSgqLa1Q0BUIRNw55l90y/uvOx4HCxuwIfbCxzlxf63qxBXTkvB5mNVaNCbsGBUNO7+uGNp4Nvmp0GrUnSojgBIm7oeWCWt6e0trOtQJcJens3OubfiHQtGenQNkhSuxapbZuLRrw5i83Hp/W3BqGj85dzMLsvrtc9UoYFtYKyAk084T6wCVDJMSgnDpJQwnD0mDs//dBRPLBuLpHDtgG3OPTc9Cj/fOxdbTlRjyZhYBKkVaDGa8f0B1wtV59ru//gh1/GmHapV4rzs+C7TCmUyAXNGRuGzPcX4aEcBMuN1OFreiEnJYfj5SAXe2CzVI01zU7rIZfFSIceNc9Jw54fSCW6D05v+TXNT8X9ndV8iaDBxbrjbE2MSQvDMxeN6aTQ01GmUcnz4++kuk68H3dRedcf+mL9dNBbjkkIRo9PgrNHRyK9uwbxn1mNnfq3L8c6ZaQDwja2kwg2zhztK3XQ3Cbxm5jB8tqfYVqZmLz67dRYMZgue//EYjlc0YV2u9P4yzk15AJddf0o5bpqThh8OljnqU589JhbThofj3a35uG9RhmMhsb8khfTttEYhEwEI/V7+6/tcKdA1LSkQkYEKRAYq8PXVrsGIy7LbShFcOz4UyUECls0ai9TYUDxybhbOe2kzCmpacE52HJ6/dDxqmg345Xg1UiMD8clNM7CnsA5//vwALFYRn906EwqZgKdX52JYhBY3zU1DbYsR3+aUIi06CKNjgxGt06C6yYCfDlfgggnxUCvkaNSb8P2BMsxzyvL87JaZPQqODJRawn0VwPMnWpUCa++eg3e35uPOM0ciMkiNFqMFn+9xDdYV1rTizXY7l6cOC/doV/CCUdHYcLQS3+4vxYy0CHyxpxi/nZ7iuCjNq5KySxPd7Qh387vyzzW5OFLWgD+ePRoBSjnuX5Xj8vmFmTG9GlCxmzIszJHZfdO7uxwX2V2588yRuHhSIh77+hAqG/V4fNkYbM+rcSwgalVyKOUy1LeacP+nOR0er5QLeP+G6Xht40lHJvWj52XinGzvdz3evXAkPtpRgBajBX9YMgpXTU/BkxeOwZd7SzBrRKTbv8v294VolXjpiolev/ZgoLNlqtQbRJ8Ehj/cV9PhvuFhKrxwbiKu+l8+6vQWjI5U4pYFo3DnJ/tdjmsxWjD76XU4a3Q0fj5SAasoZSP+eM9cnP38RlQ1GfHOlnxsfmA+corq8d9fT+F3s4djUkoYCmta8N3+Ulw4IQHROg2OlDVgyXObAAD/u3kGptjKkVqsIqyiCKVchooGPT7bU4zLpyZ3uikst6wRQRoFEkID0GI044NtBciw9fIEpBLE//31FC6bmoRRsTp8sacYT3x7GNmJIXjyQqmc3tOrc5FTVIf7FmXg0a8POgIqAHChB72hBEHA7BGR+HhnIdYeKnc0+rZvsFPKBQxzUzPfeb40dXg4DpU2YG9hHR796iBW/nqqw/F/vSBrQJWOlMkEl2znMQkhLtl5s0ZE4s4P9yAsUIX7l2TAbBVx3oubUdtsxN9/Mw7zMrzrgxikVuChpaPwt++O4NzsODx36Xgo5DKXfo8dxii4XkuT75mtbQHnwZbh25nEMC0OPLbYcfvgXxfjyz0laDKYcd64eARrFChv0ENvsuChc0Z79H3JiA1GdmIIcorqHRklfzk3E6X1rS6ZxdfNGtbhse0zVTLjddhTUIf3thbgva0FkAmAVZSCLWePiUV+TQueWDYGcSG9U0q5w3jkMvz53Ez8+dxM3PTuTvxwsBzPrj2Gx746BKOl4waFh5aOwtUzpEBtZpwO1c1GfLi9AEW1rXjywjG4YmoydubX4orXt8LUg8oCd5+Vjt+42SzdmRHRQXjvhmle9cNrn6lCAxuDKtQplVPmRICy7VdlYWZMj5t5+puUiECXXdqPnZ+Fkno9hkdoccGEhA7lUpzdMHt4t3UaAeDSKUn4Ym9xp2XTAGCOm4VH50WCAJUc54+LR2ZcMH45Xo1Hvz4IUQQCVXLcOCe1w2OJBjN/XGs93YUTpbytJA4glWW4cloy3rdNjGN0aihkMhgtViSGBUAmCNiVXwuZIF24ehNoDNYo8e710zDrqZ+xu6AO/1qTiw3Hqhy9E6TxCG5rwLq8LyllyIzX4bNbZuHdracwOk7nqD18rZsSMYOBL3qqGM1WrD0u7W49J8OzkhVymYAzkjWIt9VRDtEq8eVts/DDwTKcOToGMpmAl387Cav3l2FRVgxCtSrMz4jG5gfmw2wVHZmT/7ykLfgco9O41OkGgIggNS6Z0tYLKVijxCXteiMNlOBIT7lrEDoYjYwJxl+dghD/umQcaluMWJ9biT8tHY0v9hbjYEmD4/Pjk0IxKjbY47rbZ4+NxWNfH8Tewjqc++JmAMAbm/Ow9u45GBkT7Hhud2WsnBcv5TIBFquIBr0ZH24vxIfbC3H7/BGotGX7/eM32bhgfEKnDdtPlyAI+OPZo3Dze7u7DKgceGwxNh2thFopw4JR0pzauVTi2IQQROs0WH+kAldOT0FWvM6lp80fFmfg+tnDUdlogFIuQ2yIBqlRgfhmXwTOH5+A8B72fLOfH8rq9Vg6Vtr5rZDLsNyLBYahvHhpz1SxiECz0Yogdf99L6yiiF0lUkbXXTOjMCslCAqZAI1CgFwm4NULk1HbpEeEyoKxmdFYf988/G7lDpysasZNc1Px6gZpo5e9DAsgZUtNefJHx+2qJgN++8Y2x4aP7w6U4rqZw/HDwTIU17VixfdH8Na1k12aWP9n3XHcuygDf/wsBwdLGpCdEIJ3fjcNV725HbnljdhbUIdXrpqE97bm4/mfjiFGp8bt80cgr6oFT68+Ao1Shhtmp+KLvcUosmWs3TB7OOpaTY6+BSt/PYUVF43F3747jEa9GT8fqcCMFW1N6AG4ZKrNz4hCWlQQzuikbn97s0ZKQZX325VBBICs+BC3i6DO86X0mGDoNAo06M0uAZVXfjsRASoFAlXyDn3wBrrxSaHYeP98l/s2/GF+J0d75sY5abh25nCPM2qcM0mZqeIfLE7zZ/VplNkayNQKucvcGQD+faX3GxH+tHS0S6WAv7YrI33RhASX3i927aeti7NicbC4wRHAsP+IPr91lkc9j3rT3y4cix8Olrv0cnM2KSUMN86RNpVlxUsB1cggNdbdNw8yQXDMB6cMC8eP98yFxSoiNSoIBdUt+Pe649iaV40RUUGYmBKGYI0CSrkMF4yPh0ouw8GSBqTHBPe414831zvO5wdmqgx8DKpQp1wzVYbGH3u0ToMvb5vluP3zvXNhtFiRERMMQRBQVNuCT3YUoqrZiOs8XDSclhqBG+ek4ZUNJ9x+/ua5aW7LWLmmBUo/ixHRwRgRHYxzs+NworIZo+OC2cyKhhzVEFnEfHDpaASqFRiXGNphx7HVttvTXUNnTySEBiA1KhAnK5vxgptG0pdNSXY7yZO71EKWPp8Zr+uTGrv+yH5N3p/lv7YUNqPJaEWkVoGJ8T3PDA0LVOGyqcmO2zqNssNFnSAIfbbYPFgN5vJfXREEAf+5ciIOlzZgYnIYzsqMwX3/24cmvRl//02220y3rkQHa5AeE+woj2N3+etbXWr0j0vquCvZOaiSERPsqEtuZ6+XfdOcVFzcLujXFxZnxWLBKGm3PwA8eeEYvLbxJPKrpVJBP987F0FqRZcNUAVBwPnj4l36j31wwzS8v70A/3fmSIyMkYLeztnikUHqXgloe1J6pCtD+T1ELbMiRG5EvUWFpzeW4/GF/ddrMq/GiHq9BRqFgIUjdB1+DqEaObQyJfR6qbzKsMhArP6/ObCKIjRKOdKjg3GvLTt/TIIOk1PCXQIAQWoFmmz9SOxEEY6yNXa/W7nT5fa63EpHBiwA7Cuqd6l9v/pgGT7ZUYh/rT2KmmYjKhsNuPm93Y7P601Wx9+wnbteHs6lm7vinDnjqQWjohESoHQ0a/79GcNxsrIZpfV6PHmh+4w3ebudyC9eMRHXvLUdgBQ0feS8zEEXSOkP3pQokwkdr6XJt5w3JQ32TTd9bVpqBDbdPx8HSxrwwKocx/vTnPQovPO7qZ0+Tt4uUyUrXofV/3cGPtpR6AiIv3j5hH4PqADSZq0rpiU7sm0mpYRhYnIofjxcgUsmJ3UoGWznboOT88bp5Agtnv5N19eq3s5bT4fzz4CZKgMfV2OpU84LatohElRpLzXKtSxXYpgW9/Sg9NQfFmdgXGII5DIBSrkMn+wsxO0LRjgi7O44pwW2D2pFBKn7rXkvuRoClV783lAJqkilDtyXEZPJBMhwer+M710/DYue3egohbEoMwbPXjoe1U1GJIW7T/F23lkzVNL2ndnnvQZz/2SqiKKIrw9Lpb8Wjgh22zuCfKuzhp9DgValwKQUaVFweGQgVt0y87SeLzNe1yGo4hxQmZkW4bb8hPPfxfxRUSisbUGj3tzhuPPH988CtyAIeHp5Nl7fdBJThoVjYWYMrpyWgqLaFtQ0GzvMLT01c0QkZnq4s96XhvpC2aUReXitIgM7i1tQr7cgRNM/58pdJVLQLjs2wOPAlvMC9fJJibhoYgI2HqvC+MRQqJVSj41GvQnxIQG4aW4a7v3fPny9T8q6f3zZGGw6Wok1h8oRGaTGs5eOw63v7XY0gL9pTioaDWZ8tL0AVhEYFRuMM0ZG4vVNUkBEEIDshBDsK6p3Kc+nkLWV2JybHoWqJoMjU+3VqyahusmIh7884NjxvjgrBtvyalDXIi0o/n15Ns4fH4+/fXcYG45W4h+/GYcYnRqPfX0IN85J9TqgAkjzsTsWjMAT3x7GlGFh+L+z0rvtI9q+B93c9Cgc/usSVDcbkBg2MEtnDzQK2dCes/ojcw/KMVHn7KX4pw4PxyWvbkFdixF/ObfrEtTtS6YGKOVIjQrCg2ePQmpkICKD1DjLh1VpHr9gDC6bkgStSo4R0dIGkj+dk+mz8fQF56UMZqoMfAyqUKdcMlU4ETktcpngsiNxvptGn+3J2vVUIf8wlBfQ/IWSu816RXxoAA48thi/nqiCySJiVloEFHJZlwsFzosEQ/G8EGaLZa8/1Yy5aaGIDOzbaVR5kxn7bQ3ql3pY+ov611Deld/b5mVE47PdUp+W/1w5EdVNBvztuyNoNVlw05xU3L3Qff845/el0AAVPr5xBo6UNeDsMXF4evURrPz1FG6ck9rlRpbeFhWs7hAUTwzTcjF1CFgekY/v9ZkobLDgWLUekxM6b1bbm3YVS0GVSQk9/x0TBAFz09uah7f/HX7hsvG4f3GGI0Pq8ilJOFXdgmidGjqNElsfOhOvbTyJ2BANLpmcBLlMwLUzh6GwpgVz06OgkMuwZEws1udWYlFmLEbHBeOW93dj7SGpF9CfzxmNs0bH4M3Nebh8ajIy43VoMZrx4s/HsSQr1rGTeP6oKOwrrMcZIyMRqFYgv7oZr286iYnJYbhwQgIEQXApVwgAb107pcffFwC44YxUnJsdj+hgtcs1WmfaZ6oA0ia5RBXfA/qL3E3VB/It554q1HvCA1X48Z65Hh0rbzdvtQccBUFwyWj3FblMQHZiqK+H0aecM1VYmnDgY1CFOuW8UDBUyn/5E9cd4Xyz9ReMqfjeUMlU6S8z0zzf+ey8628oTgIjNNIOu6PVJjzwQzFevzDZpbxEb8urlXbpDwtTITqo+x5e1P8YaO89S8fE4uDcVChlMizOioVcJuDyqcmQy4Qusx9cSrzYej3Zy1Y8en4WHj0/q8/HTuRsWIgchQ0WnKo19ktQxWQRcbBCDwCnVSayO4IguJScU8hlGBHdlnkVqFZ0CH6mxwQjPaatR9uklHBHhhsAvHTFBKw+UIa0qCBHo/bHl7UFRLQqBR5o15spLiTAJWstJSIQTywbe5pfXfdiQzQeH+u6oM/raF/gz8D/WPqxJyG51z5ThVlc/Y+ZKoMLgyrkkaG4I9nXFAxq+aX2ExHqf97UU6be5dzDZSieFyKd1lOK6k04Xm1AeqTniyzeOlYtLZINC+1Z02nqO+OTQrG3sA7Xzhrm66EMGgq5DA+ePbrDfd0+jruRyc8kBEvnx7LGjmXo+kJBnREmi4gglQxJIQMrAK9WyHHB+ARfD6PXybg5zufcZQuRb5kZVPG59qWE+bfR/9hTZXBhUIU65byTYCgunvma8258lv/yH+xp4Hsst+M7LhmMQ/C8MC5CxLAgC041SV97Ub2pT4Mqe0tapdeNY7kQf/PWtVNQ02xw1Hsm32nfu4DI18I10u9kTWv/BFV+KWgCAKSFq4d8Txt/oWCWhM85nxu4Ics/sKeK77VfyxiK13O+5ryUwfPDwMezC3XKIrad9DypHUu9S+kcVGGmit9gUMX3VJx8+IzCZWfN0Ps5hGuAV2e1YnGaVM6lpNHUZ68liiLy66TyXxmR6j57HeqZ8EAVAyp+gnXzyd+EB0i/hzUtlj5/Laso4oejjQCAs9l7y28wS8L3nKsLKFk62C8wU8X3OmaqDL3rOV+Ty5mpMpjwJ0idsvKk51POO8KZqeI/GFTxPRUzVXyGZQkl8cFSom9JQ98FVRoMVjQZpYaecbqBVc6FqD+xbj75G3tQpbYfMlUK602oajFDLRcwK7nv+7eQZ/i+5HvOm0LZ/8w/WNio3ucYVPE954Avzw8DH88u1CkLz3k+pVQwgu2P+rIpNXmGu818x/l7P5R3hMfr+j6oUtwgZalEahXQDOHvNVF3XBrV82+F/EC4xpap0mqBKPbtJrVDFVKZyIwoDUsc+RHndUs1r+N8QuESVOH1mz9g+S/fa/+3wA2j/U/BTMZBhT9B6lSMjuVGfEk9xBtC+6vMeJZW8LWwQDbt9hXnSeBQzlSJC5KCKqV9WP6r2BawSRxgTYeJ+ptL7wLOl8gP2IMqRouIZmPf7lI7VKEHAGRG911/L/Ke89oxd4L7hvNisVLBhWN/wPJfvscNor7nnEUXqGab84GOQRXq1PJJibhmRgpevWqSr4cyJLlmqnAy7mtf3z4bl01Jwt9/k+3roQxZz1w8DplxOjx6fpavhzJkufR6GsLpylFa6Wuv11v67ALRngUTz9JfRF2SsacK+Rm1QkCgqi1bpS/l1UhZjensveVXzE4lH/i+5Btylv/yO89eOh4A8OdzRvt2IEOY80YUFas/+IRzGTztEN6kOFgwLEadUspleOyCMb4expClZAMrvzI2MQRPJTKg4ku/mZSI30xK9PUwhjT2VJHoNDLIBWknam2rBVGBvT+dKqqXgioJDKoQdYllFMgfRQcqkGc0oqjeiOTQvsuwrWoxO16P/IfJKVWFC5e+4dy3gAuX/mHJmFgc+utiaFV8v/IV540oSvYp9Qm9yTmowr+FgY5neCI/5XyS45stEfkD551+Q7ksoUwQEBYgvS9Xt/RNI2J7pkqijuXuiLrChtDkj0ZHSeW4DlboIYoirH3QW8VsFVFny4Tpi+A+9ZzZaSeywHI7PuG8eDyU56z+husa/kPJLDqf0JvaMljZ02bg4zsakZ9y3tXEWotE5A+cg71DvfFqTLACVS1mFDeYUNVsRmSgAqOieqemvSiKjkb1LP9F1DWXRvVD/H2J/EdahFSOa93JRmwvbEZViwVPL4lHemTv9T4paTBBBKCUAToNF439CRty+5ehnF1N1Bkls+h8wjlThQY+/hUR+SmV086BIAZViMgPKOTMVLEbZivn8ur2Kjy+rgz3fleE8qbeaVxf02pBq1mETADighlUIeqKcwYAM1V8Y9rwcADAOdlxPh6J/7AHxKtbLCioN6HFZMUPxxp69TV2FDUDALJjA9h82M+EBTLL1J+wPylRRyxN6Bt6c9/2WqP+xZVaIj/lvHNAq+ZEkIh8z7V3wdB+X0qxBVXq9dLE2GwF3thRjT/Njz3t57aX/ooOVLDeMVE3nMvssCG0b7zy20lYc6gMS8cyqGKX4qaPyk/HG3HluHCEa3vnErzYdq7I6KUsSeo9D58zGlWNBsxMi/D1UAjcCETkDq8xfCOCQfdBhUEVIj/lHFRhpgoR+QMlM1UchoV1nBD/WtCERoMFwacZCLcvlCWEcNJN1B2L1TlThUEVXwgLVOHSKcm+HoZfidAqMDpKg8OVemTHBsBgtiK3yoDVRxtwxfjwXnmN8iapp1dMEDMa/U20ToMPb5zu62GQDUtpE3XE8l++8dvpKThR2YQFo2J8PRTqBfwrIvJTzumYGpazICI/oHDa0TTU61OPiNAgLED6HtwwOQLDQlUwW4FfC5pP+7mL6qV+Kgnsp0LULef+32wITf7k4QWxuH5yBO6fE4OFI3QAgN0lLb32/PaSk7FBXDAmcufyqckYlxiCBaOifT0UIr/DoIpvaJRyrLgoGwszGVQZDDgDI/JTcrlzmR2e8IjIvwz1YG+gSobnz01EUb0JE+MDYLKIOLWnBhvymrB4pO60ntte/otBFaLuXTQxER/tKERUsNrXQyFyEaFV4JKxYQCAKYlayARgf7kehyv0GB19eiW7RFFsy1Rh7y0it1ZcNNbXQyDyW0pm9xKdNv4VEfmpILUC184chqumpyBax1rJROR7zmV2NCpOIWKClJiUoIUgCJg7PAgAsKekxdFnpaeKGVQh8tjU4eFYdctMfMRSO+THYoOVOGtEMADg/b01p/18dXoLjBYRMgGI7KUeLURENHToNDx3EJ0urogQ+bFHz8/C48vG+HoYREQAgFBt2yK/iinjLhJCVBgRroZVBNYca+jx85gsIoobpPJfieypQuSRSSlhSIsK8vUwiLp08Rgpa2VXSQtMFrGbo7tmz1IJD1Cw2TAREXktlht3iU4bV0SIiIjII9HBGrx5zWR8dON09i5wY9FIaRfyGzurUdZo6tFzFNQZYbJK5cVYJ5+IaPBIClFCp5bBKgJfHKo7reeqapaCKlGBPE8QEZH3ksK1vh4C0YDHoAoRERF57MzRMZieGuHrYfilc0aFINBWFu2aT/Nxosbg9XMcr5YeMyJczcAVEdEgIggCzskIASCVAHMuqemtqhYpqBLJoAoREXnh9vkjkBmnw3Wzhvl6KEQDHoMqRERERL1AIRNw45RIBNkCK+/u8b5u/jF7UCWCTbeJiAab80ZLQZVWs4hnf6no8fO0ZarIe2VcREQ0NNy3OAPf3XUGgjXs3Uh0uhhUISIiIuolS9J1ePacRAgAthQ0o7je6NXjj1frATCoQkQ0GEVoFZg3XOr/s/Z4I34+0dij56m0Z6qwST0RERGRTzCoQkRERNSLkkNVmJIo1Sm+45sij0u8WKwiTtZIQRgGVYiIBqcH58UiK0ZqEPzWrmpYRe/LgNkzVVj+i4iIiMg3GFQhIiIi6mWXZocBAJqNVpz0sLdKaaMJBosItVxAgo4p+UREg9WjC+IAAJXNZpyq9S6j0f44gJkqRERERL7CoAoRERFRLxsTE4DsWGkn8v5yvUePybMtrKWEqSCXsUk9EdFgpdPIMSlBymj0tgSY0WxFRZMUVGEAnoiIiMg3GFQhIiIi6gNTEwMBAHtKWjw63p7RMjxM1WdjIiIi/3B2ug4A8L8Ddfg1v8njxxU1mCACCFLJEKJho3oiIiIiX2BQhYiIiKgPTE2Sgio7ilpQUNd9eRd7psrwMPZTISIa7GalBCIxRMo0eWFLJfI9OE8AwIlqKQCfEqaCIDCrkYiIiMgXGFQhIiIi6gMpoSpMT9JCBPCjB+VdTtXaMlXCmalCRDTYyQQB/zk/CTFBCtS2WvDnNSWwWLtvWn/UFlTJiNT09RCJiIiIqBMMqhARERH1kZkpQQCAnUXNEMXOF8taTFaUNko18pmpQkQ0NKgVMjxzdgK0Shkqms3YX9ba7WOK66WMlmGhDMATERER+QqDKkRERER9ZGqiFmqFgBM1Rlz5ySnU6y1uj7NnqYQHyFkjn4hoCIkOUmJaktS0fn1e971VShpNAIB4NqknIiIi8hkGVYiIiIj6SFiAAleOCwcAVLdY8G1uvdvj8mps/VTCmaVCRDTUnJkWDAD44VgDqlvMnR7XZLA4shqTQhhUISIiIvIVBlWIiIiI+tAlY0NxeXYYAGBrQbPbY+xN6lPDWM6FiGiomZIYiIxINawisKu4pdPjDlfqAQDxwUqEBij6a3hERERE1A6DKkRERER9SBAEnDc6BABwtMqAOjclwPIcTeqZqUJENBRlxwYAAA5X6Ds9xh5UyYxmk3oiIiIiX2JQhYiIiKiPRWgVGB6mgghgd7tdyKIoOjJVhjFThYhoSBptC5TYAyfuHKpgUIWIiIjIHzCoQkRERNQPpiRKjYi/OFQHURQd9xfUm9BstEIhA5JCGFQhIhqKRkVJgZJTtUY0G60dPm+xijjCoAoRERGRXxhQQZVTp07h+uuvx/DhwxEQEIC0tDQ88sgjMBqNvh4aERERUZfOyQiBUi4gt8qAY9UGx/32PisT47VQyQVfDY+IiHwoQqtATJACIoBDFa0dPn+qzohWswitUobkUAbgiYiIiHxpQAVVjhw5AqvVildffRUHDx7Es88+i1deeQUPPfSQr4dGRERE1KXYYCVmpwQCAN7ZXeO4P9dW6sVeT5+IiIamSQlSRuO6k00dPvdLvnRfZrQGchkD8ERERES+pPD1ALyxZMkSLFmyxHE7NTUVubm5ePnll/HMM8/4cGRERERE3btqfDg2nWrCjuIW3PF1ITIiNfjFlqmSFcNyLkREQ9m84UH4LrcBe0tbYBVFyIS24MkW27liQVqwr4ZHRERERDYDKlPFnfr6eoSHh/t6GERERETdSghR4fzRIQCAo1UGfH2kHgAQrJY56ukTEdHQNCpKA61SQHWLBdsKWxz3NxosyKuRSl5PiGNWIxEREZGvDeigyokTJ/Diiy/i5ptv7vQYg8GAhoYGlw8iIiIiX7l6QgSWZuiQFt5WE/+pxQkuO5KJiGjoUStkOGuEDgDw6E+l+PpwPayiiIPleogAEnVKhGsHVLEJIiIiokHJL2Zkjz76KB577LEuj9mxYwcmT57suF1SUoIlS5bg4osvxg033NDp41asWNHtcxMRERH1lwClDHfNjAYAWEURogjWxyciIgDA9KRAfHVYymJ8aWslWs1W1OstAIAx7L1FRERE5Bf8Iqhy++2347LLLuvymGHDhjn+X1JSgvnz52PGjBl47bXXunzcgw8+iHvuucdxu6GhAUlJSac1XiIiIqLeIBMEgPEUIiKymZSgxU1TI/Hq9ioAwJs7qx2fG8veW0RERER+wS+CKpGRkYiMjPTo2OLiYsyfPx+TJk3C22+/DZms6wpmarUaarW6N4ZJRERERERE1KcuygrFORk6PPhDCQ5W6AEAgSoZZiQH+XhkRERERAQMsJ4qJSUlmDdvHpKSkvDMM8+gsrISZWVlKCsr8/XQiIiIiIiIiHqFWiHD4wvjMCslECEaOf62KB6BqgF1+U5EREQ0aPlFpoqn1qxZg+PHj+P48eNITEx0+Zwoij4aFREREREREVHvClTJ8ZcFcb4eBhERERG1M6C2ulx77bUQRdHtBxERERERERERERERUV8aUEEVIiIiIiIiIiIiIiIiX2FQhYiIiIiIiIiIiIiIyAMMqhAREREREREREREREXmAQRUiIiIiIiIiIiIiIiIPMKhCRERERERERERERETkAQZViIiIiIiIiIiIiIiIPKDw9QD6m8ViAQAUFRVBp9P5eDRERERDlKkVKKsEZPWAQunr0TgYjGaUl1dAIROgUMhdP2kxA1YzYAwG5CrfDNADZrMZZrMZ4eHhUKvVvh4OEZH3miqBqiZAYQYUDb4eTQcGC1BeK0AhAAr7NkWLEbCagKJiQNPk0/G5w3MDERERUdcaGqR5pz1+0JUhF1Q5fvw4ACArK8vHIyEiIiIiIqLB5S1fD4CIiIiITsPx48cxZcqULo8RRFEU+2k8fqG2thbh4eEoLCxkpgoREZGvGFuAwq2ATAUo/CfrQ2804eCp8q4zVSJHDohMlaysLGg0Gl8Ph4jIe43lwPoVgEIDKLS+Hk0HegtwsKZ9popBylQZfQGgCfHp+NzhuYGIiIioaw0NDUhKSkJNTQ3CwsK6PHbIZarI5dICiU6nY1CFiIjIV4wKICgQUAdJi2Z+QmU0IahaD41KAZWy3TTJYgRMeiAsDFD4b+kUo9EIvV4PnU7HhTMiGpiEFkCrAgLCpPOEn1GZRQSZrNAoAJVckO40tQLGRiAsVBq3n+G5gYiIiMgz9vhBV9ionoiIiIiIiIiIiIiIyAMMqhAREREREREREREREXmAQRUiIiIiIiIiIiIiIiIPMKhCRERERERERERERETkAQZViIiIiIiIiIiIiIiIPMCgChERERERERERERERkQcYVCEiIiIiIiK/UdFoQp1Z6ethEBERERG55dOgyssvv4zs7GzodDrodDrMmDED33//fafHr1+/HoIgdPg4cuRIP46aiIiITte3ByrwS4nV18MgIiI/06A34cxXD+DMffNhsAq+Hg4RERERUQcKX754YmIinnrqKYwYMQIA8N///hcXXHAB9uzZg6ysrE4fl5ubC51O57gdFRXV52MlIiKi3lHRoMdtnxwEAGy/xoroEB8PiIiI/EZBdQsaDVYAanxeFoXLhrf4ekhERERERC58mqly3nnnYenSpUhPT0d6ejqefPJJBAUFYevWrV0+Ljo6GrGxsY4PuVzeTyMmIiKi01VSr3f8f12+yYcjISIif1PbYnT8/7vKCB+OhIiIiIjIPb/pqWKxWPDRRx+hubkZM2bM6PLYCRMmIC4uDmeeeSbWrVvX5bEGgwENDQ0uH0REROQ7VY0Gx//3VZh9OBIiIvI3tS1twfacxiCIog8HQ0RERETkhs+DKvv370dQUBDUajVuvvlmfP7558jMzHR7bFxcHF577TWsWrUKn332GTIyMnDmmWdi48aNnT7/ihUrEBIS4vhISkrqqy+FiIiIPFDV1BZUyalkUIWIiNrUNrdlqtSZlShsVflwNEREREREHfm0pwoAZGRkYO/evairq8OqVatwzTXXYMOGDW4DKxkZGcjIyHDcnjFjBgoLC/HMM89gzpw5bp//wQcfxD333OO43dDQwMAKERGRD9U4lXY5Um2BwSxCrWAzYiIiAupbXctC7qsPQLLW2MnRRERERET9z+eZKiqVCiNGjMDkyZOxYsUKjBs3Ds8//7zHj58+fTqOHTvW6efVajV0Op3LBxEREfmOwWR1/N9sBU7VM1uFiIgkRrPV5faxJo2PRkJERERE5J7PgyrtiaIIg8HQ/YE2e/bsQVxcXB+OiIiIiHqT0dJuwayaQRUiIpLYzxFySP8ea1b7cjhERERERB34tPzXQw89hLPPPhtJSUlobGzERx99hPXr12P16tUApNJdxcXFeOeddwAAzz33HIYNG4asrCwYjUa89957WLVqFVatWuXLL4OIiIi80GEXco0JQIBvBkNERH7Ffo7IDGzA/uZQZqoQERERkd/xaVClvLwcV111FUpLSxESEoLs7GysXr0aCxcuBACUlpaioKDAcbzRqCtatAAAySdJREFUaMR9992H4uJiBAQEICsrC99++y2WLl3qqy+BiIiIvGRfMAtUAs0m4FgNM1WIiEhiz1QZo63H/uZQnGpRw2gVoJKJPh4ZEREREZHEp0GVN998s8vPr1y50uX2/fffj/vvv78PR0RERER9zR5UyQgTsLtCRH69xccjIiIif2E/RyRpWqCRWaC3ylHSqsSwQDarJyIiIiL/4Hc9VYiIiGhws+9CTgsRAACFDcxUISIiiT2oohYsSNRIvTaL9CpfDomIiIiIyAWDKkRERNSv7Atmw21BlQaDiHqDtauHEBHREGGyBd5VMiuSbEGVwhYGVYiIiIjIfzCoQkRERP3KYAuqhKqBiAApsFLUwBJgRETUFnhXCVYkavQAgCK90pdDIiIiIiJywaAKERER9St7+S+VHEgMlqYiRSwBRkREcDpHMFOFiIiIiPwUgypERETUr4xmKStFJQMSg+UAgEJmqhAREdqyGZWClT1ViIiIiMgvKXw9ACIiIhpaHKVd5AKSdPZMFQZViIjIqaeKYEVcgFT+i5kqRERERORPmKlCRERE/cpe2kXN8l9ERNSOI/Aua8tUqTQqobcIvhwWEREREZEDgypERETUr0xmEQCgkIGZKkRE5MK5UX2owowguXR+KGpltgoRERER+QcGVYiIiKhfWUQpqCIXXHuqiLb7iYho6DI5NaoXBCAxwAgAKGpV+nJYREREREQODKoQERFRv7Ja24IqCbbyX80mEXV6BlWIiIY650wVoC2oUshMFSIiIiLyEwyqEBERUb9yZKrIAI1CQHSgNB0pZF8VIqIhz953SymzB1VMAFj+i4iIiIj8B4MqRERE1K8stkwVma3ncJJOKgHGvipERNQ+UyXJUf6LQRUiIiIi8g8MqhAREVG/ci7/BQCJOgUAqa8KERENbUanniqAc08VBlWIiIiIyD8wqEJERET9yrlRPeCcqcLyX0REQ509U0XdLlOFPVWIiIiIyF8wqEJERET9yrYJ2VH+KzFYCqowU4WIaGizWEXYkhmhbNeovsakQLOZl69ERERE5HuclRIREVG/srbPVAmRyn+xpwoR0dBmz1IB2sp/6ZRWhCikTMaiVqVPxkVERERE5IxBFSIiIupX9kb1cluqij1TpajRAtEWcCEioqHHJagitP0/McAEgH1ViIiIiMg/MKhCRERE/creqN5e/isuWA6ZAOjNIipbrF08koiIBjN7k3oAUAhtQXb2VSEiIiIif8KgChEREfWr9o3qVXIBsYH2ZvUsAUZENFTZgyoquQBBaLvf3leFmSpERERE5A8YVCEiIqJ+ZWmXqQIAiTp7s3qzL4ZERER+wF7+S60QXO5npgoRERER+RMGVYiIiKhftW9UD7QFVZipQkQ0dJlsmSpKuetlKjNViIiIiMif+DSo8vLLLyM7Oxs6nQ46nQ4zZszA999/3+VjNmzYgEmTJkGj0SA1NRWvvPJKP42WiIiIeoOjUb1TUCWJQRUioiHPnqmilLXLVNHaM1WU/T4mIiIiIqL2fBpUSUxMxFNPPYWdO3di586dWLBgAS644AIcPHjQ7fF5eXlYunQpzjjjDOzZswcPPfQQ7rzzTqxataqfR05EREQ9IYoibDEVyJxmIYk6BQAGVYiIhrK2TBXXoEqCxgQAaDArUG9isQUiIiIi8i2FL1/8vPPOc7n95JNP4uWXX8bWrVuRlZXV4fhXXnkFycnJeO655wAAo0ePxs6dO/HMM89g+fLl/TFkIiIiOg32gArgPlOlgD1ViIiGLLPtJNE+qBKosCJCZUa1UYHCVhVClHpfDI+IiIiICIAf9VSxWCz46KOP0NzcjBkzZrg9ZsuWLVi0aJHLfYsXL8bOnTthMpn6Y5hERER0GixOURXnNbMR4dI+j4J6CxoN1v4eFhER+QGTrfyXol35LwBIC5QCKYcaA/p1TERERERE7fk8qLJ//34EBQVBrVbj5ptvxueff47MzEy3x5aVlSEmJsblvpiYGJjNZlRVVbl9jMFgQENDg8sHERER+Ya9ST0AOK+ZRWrlSNTJIQLIqeBGCSKiocjUSaYKAEwIaQEA7KnT9uuYiIiIiIja83lQJSMjA3v37sXWrVtxyy234JprrsGhQ4c6PV4QXCfYom1xpv39ditWrEBISIjjIykpqfcGT0RERF7pLFMFACbEqgAAe8qM/TkkIiLyE2aL+0b1ADAhlEEVIiIiIvIPPg+qqFQqjBgxApMnT8aKFSswbtw4PP/8826PjY2NRVlZmct9FRUVUCgUiIiIcPuYBx98EPX19Y6PwsLCXv8aiIiIyDOWTjJVAGBynBRU+aXQ0J9DIiIiP2GySOcIhZtMlYm2oEpukwZVBnm/jouIiIiIyJnPgyrtiaIIg8H9YsqMGTOwdu1al/vWrFmDyZMnQ6lUun2MWq2GTqdz+SAiIiLfsDpnqrSbhcxLUQMAdpQYUc++KkREQ47Z2nlPlWi1GWN0LRAhYF0Vr+mIiIiIyHd8GlR56KGHsGnTJpw6dQr79+/Hn/70J6xfvx5XXnklACnL5Oqrr3Ycf/PNNyM/Px/33HMPDh8+jLfeegtvvvkm7rvvPl99CUREROSFrsp/pYQqMCJMAbMV+O5Yaz+PjIiIfM1s6bynCgAsiGoEAHxVGtpfQyIiIiIi6sCnQZXy8nJcddVVyMjIwJlnnolt27Zh9erVWLhwIQCgtLQUBQUFjuOHDx+O7777DuvXr8f48ePx+OOP44UXXsDy5ct99SUQERGRF1zLf3VcNLssS6qV//ruJhjMYofPExHR4GWydJ6pAgAXx9dABhGbqoOxrz6gP4dGREREROSg8OWLv/nmm11+fuXKlR3umzt3Lnbv3t1HIyIiIqK+ZKvsAnknC2aXjdHi3zubcLLOgtkryzErSY0/n6FDpJb184mIBjtHT5VOzhFJWhPOj6vDF6VhuGR7GiaEtOCuEeWYEd7cn8MkIiIioiHO73qqEBER0eBlz1TppLILglQyPLsoFMEqAZUtVnyR24r7f6zrvwESEZHP2HuqqDo7SQD4c0YJxuhaYLDKsLU2CL/fPQyVBp/uFSQiIiKiIYZBFSIiIuo39kb1sk52IQPAvGEabLo2Bv85OwwyAfj5lAEnas39NUQiIvIRR6ZKF0GVSLUFX0w7js+mHceooFY0WeT4uCi8v4ZIRERERMSgChEREfUfe6N6uZt+Ks5CNTIsHRmAmYkqAMCGfH2fj42IiHzL3E1PFTuFDJgY2oJrkqsBAOurgvt8bEREREREdgyqEBERUb+xl//qKlPF2YxENQBgd6mxV16/ssWC1SdacbzG1CvPR0REvcdsC7wrPT1HhDcBAHIaAmCynv7r6y0CfqkOwubqINiGQkRERETUAYvPEhERUb8Ru+mp0t6YaCUA4GDl6QdBXtnViL//2girKL3+G+eFY/4wzWk/LxER9Q6TPVPFw5NEitaIYIUFjWY5jjVpkKnreVZjTn0Arts9HNVG6RL5soRqPDWmuMfPR0RERESDFzNViIiIqN/Y1ssg93AXcnq4FFQpqLc4au33RF6d2RFQ0akFWETgiU0NjiAPERH5nj2o4mmmiiAAI4OkQEpei/q0XvuhQwmoNiqgU0g9vD4qjsDhRgbeiYiIiKgjBlWIiIio35itntXLt4sJkkEtBywiUNJo6fHrfpnbCqsInJGsxi/XxkAtB07UmnG8xtzj5yQiot5l9qBRfXspAVJ5yPwWVY9f92iTGgcatFAKVqw/IxeLousBAD+U63r8nEREREQ0eDGoQkRERP3G3qje06CKTBCQHCKVYsmv71kARBRFfH20FQBwYUYAgtUyTI6XFt+2lfROrxYiIjp99oxEpdzzy9QUrQEAkH8amSrflIYCAOZENiFcZcHcyEYAwPbawB4/JxERERENXgyqEBERUb+xL5h5Wv4LAFIcQZWeZaocqTbjRK0ZKjmwMFUq5TIuRgqqHKxgw3oiIn9hz2b0tPwXIPVVAU4vU+Wb8hAAwHmxdQCAcSEtAIADDQFglUgiIiIiao9BFSIiIuo33maqAEBKiBxAzzNVfimQdjHPSlIjWC1NfcZESb1aDlYyqEJE5C/sgXdvzhHJ9qBKa8+CKiWtSpxs1kAGEQuiGgAA6UEGKAUrGswKFOmVPXpeIiIiIhq8GFQhIiKifuPoqeJNaRdbpkphQ88yVbYUSUGVGYltpWGybEGVI1UmxyIeERH5ltliP0d401NFeo8v0ythsHr+OLutthJfY3Wt0Cml11fJRKQHSc97oD7A6+ckIiIiosGNQRUiIiLqN/ZMFW/KfyXqpEyVwh5kqlisIrbb+qbMSGzbxZwcIkeoRoDRCuSwBBgRkV8w284R3pT/ilBZECC3QoSA0lbvs0q21gQBAKaHN7ncn20rAbazjn1ViIiIiMgVgypERETUb8w9KO2SZAuqFDV6n6lyqMqERqOIYJWAzMi2xTZBEDDTlrmy2VYejIiIfMvYg0wVQQASNVLwvLAHJcC21khBk+nhzS73z4qQgiybq4O8fk4iIiIiGtwYVCEiIqJ+Y+5BpkqCLajSYBBRb7B69Xpbi6SFtqnxqg6vOTvZFlQpZFCFiMgfOMp/eXGOAIDEAOm9vsjLoEpxqxIFrWrIBRGTw9oFVcKbIEBEblMAKgwKr56XiIiIiAY3BlWIiIio31hsPVW8Ke2iVcoQGSBNWYq87Kuy1dZPZbpTPxW72UnSfXvKjGgyehesISKi3mfPZvTmHAEASQE9y1SxZ6mM0bUiWOF6HghTWTBG1wqA2SpERERE5IpBFSIiIuo3PclUAdqyVQobPO+r0lk/FbvkEAXig+QwW4H97KtCRORzJntPFS/KfwHOmSre9VTZWisFS2a066diZy8JtqdO69XzEhEREdHgxqAKERER9Zue9FQBnPqq1HueqeLcT2V0pPuFtqxo6f5DlQyqEBH5mrkHPVWA089UmR7mPqgyJljKVDnUGODV8xIRERHR4MagChEREfWbnmaqJOmkevbeNKvf1kU/FbusKCmocpBBFSIin+tx+S+t9B7uTU+VklYlCh39VFrcHpNlK/91uFED29CIiIiIiHoeVDEajcjNzYXZ7HkZDiIiIhraHD1VvC3tYi//Ve/5vGNnqRRUmZLQ+SKbPahyqIpBFSIiXzNZe9ioXiO931caldBbPHvsTltJr8zgVgQp3PfVGh5ogEZmRYtFjvwW77JgiIiIiGjw8jqo0tLSguuvvx5arRZZWVkoKCgAANx555146qmnen2ARERENHj0PFPFVv7Lw0wVURSx09ZPZXJc5wth6eFSBkxerRlWkduQiYh8yWTpWeA9RGlBsEI6P3iarbKrTir9NSnUfZYKAMgFIC3QAAA42az2akxERERENHh5HVR58MEHsW/fPqxfvx4ajcZx/1lnnYWPP/64VwdHREREg0tPe6ok2sp/FTZYIHoQ/Mivt6Cq1QqVDBgT3fkCW4JODoUMMFiAsib3O5WJiKh/9PQcIQhAgsa7vio7a6WgyuSw5i6PG2YLqpxqYVCFiIiIiCReB1W++OILvPTSS5g9ezYEoW2ym5mZiRMnTnj1XCtWrMCUKVMQHByM6OhoLFu2DLm5uV0+Zv369RAEocPHkSNHvP1SiIiIqJ/1NFMlUSeHSga0mEQUNXSfrWIv/TU2RgmNovPXUsgERxbMqTqWNCUi8iVTDxvVA20ZJblNmm6OBJrMMhxulI6bHNpNUEUrPW8egypEREREZON1UKWyshLR0dEd7m9ubnYJsnhiw4YNuO2227B161asXbsWZrMZixYtQnNz1xNbAMjNzUVpaanjY+TIkV69NhEREfU/e08Vhdy7KYhKLiAjUup/klPRff8TT0p/2Q0LlbJgTnnRr4WIiHqfPfCu6kFQZYytqfz++oBuj91Tp4UVAhIDjIjVdP3eP0wrnU/YU4WIiIiI7BTePmDKlCn49ttvcccddwCAI5Dy+uuvY8aMGV491+rVq11uv/3224iOjsauXbswZ86cLh8bHR2N0NBQr16PiIiIfMu+YOZtaRcAGButxP4KE/ZXmHDOyM4XzURRxOZCaWfx5PjudxZLQRWDLVOFi2ZERL7S0/JfAJAdYguqNHQfVNlcHQQAmNJNlgoADLdnqrCnChERERHZeB1UWbFiBZYsWYJDhw7BbDbj+eefx8GDB7FlyxZs2LDhtAZTX18PAAgPD+/22AkTJkCv1yMzMxN//vOfMX/+/NN6bSIiIup79gUzb8t/AUB2tBIfANhSZOjyuN1lJhQ1WBCgEDAryYNMlRBbpkpd92XFiIio7xjM0vtwTzNVBIgoaFWjsFWJpAD3WY0WEfi6LBQAsDC6odvnTbFlqpTolTBYBahl3ff1IiIiIqLBzevyXzNnzsQvv/yClpYWpKWlYc2aNYiJicGWLVswadKkHg9EFEXcc889mD17NsaMGdPpcXFxcXjttdewatUqfPbZZ8jIyMCZZ56JjRs3uj3eYDCgoaHB5YOIiIj6x7aT1fjHD0dQ1yItSp1OpsqC4RrIBWBfuQnHazovAfbxwRYAwNKRGmiV3U91hoWypwoRUX8rrmvFiu8P41CJdH1mtlhR3SydKyIClV4/X4jSghnhTQCAz0vCOj1uU1UQSvQqhCjMWBDV/bVhpMqMILkFIgQUsgQYEREREaEHmSoAMHbsWPz3v//t1YHcfvvtyMnJwebNm7s8LiMjAxkZGY7bM2bMQGFhIZ555hm3JcNWrFiBxx57rFfHSkRERN2razHimre3Q2+y4mRlM17+7SRHT5WeZKpEB8oxf5gaP+YZ8ODP9fj32WGIDpS7HFPaaMEXuVJQ5bIsrUfPO9zWUyW/3gyryB3IRET94Z6P92JbXg1W7SrCpvsXoEFvgigCMgGI0PboMhW/SajFrzXBeP1UFCaHNmNmhGt5L1EEXsmT+oNeGF8Hjbz793xBAIYFGnCgQYu8FjVGBHWdLUlEREREg59Hs1Vvsjt0Op3Xg7jjjjvw1VdfYePGjUhMTPT68dOnT8d7773n9nMPPvgg7rnnHsfthoYGJCUlef0aRERE5J0dp2qhN0lBlO8PlOF4RROa9FI2SJBK3tVDO3X3dB02F1ZhR4kRM98uR1qYAoFKASYrEKqWoaDBDKMFmBqv8qhJPQDEB8uhkAEGC1DebO3RuIiIyHPNBjO25dUAAKqajPhkZyEmJkvZJZFB6h4F3gHgvNg6rMyPRE6DFlfsTEOCxog4jQl6qwCtXHp/314bBJVgxe+HVXr8vClaIw40aNmsnoiIiIgAeBhUCQ0NdTSk74woihAEARaL5/XIRVHEHXfcgc8//xzr16/H8OHDPX6ssz179iAuLs7t59RqNdRqNhUkIiLqbztP1bjc/ueaXCjlUjmu0ICe7ULOilLiy0sj8cCPddhbbkJudceSXcEqAY/ODel27mKnkAlI1slxss6C/HoLAns0MiIi8tTewjqX269sOIH7l0jVCKJ1Pb92U8qAD6ecxBO5cfi0OAzFehWK9R0DIfeNLENCJz1X3HE0q2/hdSUREREReRhUWbduXZ+8+G233YYPPvgAX375JYKDg1FWVgYACAkJQUBAAAAp06S4uBjvvPMOAOC5557DsGHDkJWVBaPRiPfeew+rVq3CqlWr+mSMRERE1DM782sBANfOHIZ3t+bj+wNljs+Far2vl2+XEaHEF5dGobjRjKPVZhgsIlQyAbV6K0wWEQtTNYjQepcJkxSiwMk6C4oaLMjo+dCIiMgDO2xB98VZMThY0oCi2lbc+8k+AEB0sOa0njtQYcWKrGI8mF6K3CYNKgxKaOVWNJllqDPJMSG0FWN0rV49Z3KA1OuFPVWIiIiICPAwqDJ37tw+efGXX34ZADBv3jyX+99++21ce+21AIDS0lIUFBQ4Pmc0GnHfffehuLgYAQEByMrKwrfffoulS5f2yRiJiIjIe3qTBTlFdQCA62YNQ7BGgRd/Pu74fNhpBFXsEoIVSAjuWcZLe0k6KQhT1GhFRnivPCUREXVi5ykp6D57ZBSun52KS17dAqutvUl0cO9kg+iUVkwJa+mV50q0BVWKWhlUISIiIiIPgyo5OTkYM2YMZDIZcnJyujw2Ozvb4xcXPWgGu3LlSpfb999/P+6//36PX4OIiIj63/GKJpgsIsIDVUgO1+K2+SPw1b4S5FdLC1zhWiXgR+1LEm1BleJGC8CgChFRnzFbrNhTIAVVJqeEYXScDhdPSsT/dhUBAGJ0p5ep0heSHEEVpSP4Q0RERERDl0dBlfHjx6OsrAzR0dEYP348BEFwGxDxtqcKERERDU5FtVLwJClcC0EQoFHK8cpvJ+G6t3dgVFwwshN0QKGPB+kkSSdNiYoaOI8hIupLB0oa0Gy0IFijQHpMMADg0fOzkF/TgtL6VvxmUiKABt8Osp04jQlyQYRRlKHSoECIwvN+LEREREQ0+HgUVMnLy0NUVJTj/0RERERdKaqV6tUnhgY47hsdp8Ovf1wAmUwAjL1TkqW3OJf/IiKivvP9/lIAwNz0KMhlAgAgUK3AxzdOByBt1EOjfwVVFDIpsFLUqkJhqwohwQyqEBEREQ1lMk8OuvDCC1FXVwcA+O9//4uoqCikpKS4/SAiIiIqrpOCKglhAS73y2wLaP7GXv6rssUKI5NViIj6zKnqZgDA1OGutRYFQZACKn4qUWNrVs++KkRERERDnkdBlcOHD6O5WZr8PvbYY2hqaurTQRERUf8SRRF5Vc2oazH6eig0SBTbMlUSQgO6OdI/hGlkCFRKi3mVeh8PhohoECtrMADwz94pXUnSMqhCRERERBKPe6pcd911mD17NkRRxDPPPIOgoCC3x/7lL3/p1QESEVHv211Qi7s+2oOMmGCkRQfhhwNlOFXdgkCVHHcvTMeI6CCoFDIo5TJkxAZDp1H6esg0wDgyVQZIUEUQBCTp5DhSbUZFq4C0MF+PiIhocKpokCLXsQMtqBLAoAoRERERSTwKqqxcuRKPPPIIvvnmGwiCgO+//x4KRceHCoLAoAoR0QDw2oaTKKxpRWFNK348XOG4v9lowRPfHu5wvFYlh1Iug0YpQ3pMMEIClBAEAUFqBa6fPQwjooP7c/jk50RRREFNW6P6gSIhWAqqVBv8t/wMEdFAZjBbUG4LqsSFDqygSoKt/FepnhtNiIiIiIY6j4IqGRkZ+OijjwAAMpkMP/30E6Kjo/t0YERE1HcOlNQDAMK0SkxPjcCSMbGYPyoan+8uxnf7S9FkMMNgtqLVaEFxXStajBYAFtS3AuW2sh1263Mr8NO9c6FVeXRKoSGgutmIRr0ZggCkRAycoEpMkNRXpUbPoAoRUV8orGmBVQSC1ApEBal9PRyvxGrMAIAyBlWIiIiIhjyvV8CsVmtfjIOIiPpRdZO02/KL22YhJSLQcf81M4fhmpnDXI6tbTaiQW+CySKiyWDGkdIGtJossFhF/Gf9CZTW6/Hd/jL8ZlJif34J5MeOljUCAOJDAqBRyn08Gs/F2YIq1YZuDiQioh45XCqdH4ZHBvp1U3p3YjUmAAyqEBEREVEPgioAcOLECTz33HM4fPgwBEHA6NGjcddddyEtLa23x0dERL2sxWhGq8kCAIjwYJdoWKAKYYFt9cPHJ4U6PZcF/1p7FF/uLWZQhRy25dUAACalDKzGJDGOoMrAWugjIhooNh+rAgBMHR7u45F4L1YtBVWaLHI0mWUAuNmQiIiIaKiSefuAH374AZmZmdi+fTuys7MxZswYbNu2DVlZWVi7dm1fjJGIiHqRPUtFrZAhUHV6WQTnZscBALaerIbeFqghKrT1Uxkdp/PxSLwTFyRNi2r0Ph4IEdEgJIoiNh2rBADMSY/y8Wi8F6iwIlghzXXKDcxWGer0Jgu+21+KZ9cedfxeExER0dDhdabKH//4R9x999146qmnOtz/wAMPYOHChb02OCIi6n31rdJOy1Ct8rRLbwyPDERkkBpVTQbsLazD9NSI3hgiDXCVTVL9rMggVTdH+hd7+a8agwBA9O1giIgGmcpGA0rq9ZAJwNRhAy9TBQDiNCY0NslRpldCh1ZfD4d8xGC24Mo3tmFXfi0AQCYAG++fj8SwgdNHjoiIiE6P15kqhw8fxvXXX9/h/t/97nc4dOhQrwyKiIj6jsEs7bLsjV4XgiBgTnokAOCrfSWn/Xw0OFTZsqEigwdWE+KYQOlvotksQG/28WCIiAaZI2Vt/VQCTjNT1ldibCXAmKkytP1r7VHsyq+F1vZ7bBWBoloG2YiIiIYSr4MqUVFR2Lt3b4f79+7di+jo6N4YExER9SGDSaoBrpJ7fQpwa/lEqZfKl3uKcbCkvleekwa2KlumSpQHPXv8SbBahkCllL1VzRJgRES9Kt9WGjI1KsjHI+m5OA2DKkNdYU0L3t58CgDw3KXjkR4j/T5bRWa4EhERDSVer6j9/ve/x4033oinn34amzZtwubNm/HUU0/hpptuwo033tgXYyQiol5ksEhBFbWyd4IqM1IjMHV4OJqNFlz471/x4faCXnleGpisVhE1zbZMlQEWVAGAWFtflSoGVYiIelVZvbSTPy5E4+OR9FysLahSxqDKkPXCT8dgtFgxMy0CCzNjILOV0rVafTwwIiIi6lde91R5+OGHERwcjH/+85948MEHAQDx8fF49NFHceedd/b6AImIqHfZM1XUit4pvSGTCXjtqkm4++O9WJdbiYe/OIAx8SEYmxjSK89PA0tdqwkWq7RbMzxwYPVUAYAYrQwnai3MVCEi6mVl9VIWY4xuAAdVWP5rSKtpNuJLW7nbexelQxAER39CZqoQERENLV5tUzabzXjnnXdw+eWXo6ioCPX19aivr0dRURHuuuuu0254TEREfc/eU6W3yn8BQKhWhbeunYKlY2Nhtoq473/7YDRzy95QZC/9FRKghErRe79j/SXGlqnCoAoRUe8qaxj4mSqO8l/6gbdpgE7ftzklMJqtGJOgw8TkMACAfTptYVCFiIhoSPFqtUOhUOCWW26BwSAtmAQHByM4OLhPBkZERH3DHuzorfJfdoIg4IllYxERqEJueSNeWnfco8ftyq/Bo18dxD/X5KKy0dCrY6L+V2X7GUYGDcwFp1hbs/oqPTeKEBH1prJ6KVodO5AzVRw9Vbwu+ECDwNa8GgDAkqxYx4ZSe/kvkUEVIiKiIcXrFbVp06Zhz549fTEWIiLqBwZ7UKUPsgjCA1V47IIsAMB/1h3HgeKuG9cfKK7HFa9vw8pfT+HFn49j/jPr8ffVR5jlMoBVNtmDKgOvnwoAxAQyU4WIqC/YgyoxAzhTxV7+q8akhNHK4PtQc6ikAQAwPinMcZ89qGLh1JWIiGhI8XqLza233op7770XRUVFmDRpEgIDA10+n52d3WuDIyKi3mcPqqh6qadKe+eMjcM3WaVYfbAMV76xDY+en4ll4xMcO/qK61rxzzW5qG4yYn9xPQxmK1IitFArZDha3oT/rD+BAKUcd5w5sk/GR32rusnWpD54gAZVWP6LiKjX1bea0GyUyo8O5EyVUKUFapkVBqsMtWYldCqjr4dE/cRgtiC/uhkAMDImyHG/zBZbY08VIiKiocXroMqll14KAC5N6QVBgCiKEAQBFoul90ZHRES9ztiHmSqAdE54enk2yhr02FtYh7s/3ofjFU34w+JRaDaY8bu3dyC3vNFx/KjYYHx80wwEqxV4ad1x/GvtUaw9XM6gygBl76kSNUAzVdrKf/l4IEREg8jxiiYAQIxOjUD1wC2dJQhSX5VTLWrUmJRIAYMqQ0VhTQusIhCokiPaaeOI3BZVsVoZVCEiIhpKvJ7R5uXl9cU4iIion9gb1fdVUAUAQrRKfHLTDPx73XE8/9Mx/HvdCZgtIk5UNiO3vBGhWiWumzkcwRoFLpuaBK1KOh1dOCEB/1p7FIdKGmA0Wwdko/Ohzh5UiQgcmD1V7OW/6owCTFYRShnLuxARna4TtqDKyOiB348zRi0FVapNKgDNvh4O9ZPiOmm3RWKY1pF9DcDxf8ZUiIiIhhavgiqNjY04evQoTCYTpk6disjIyL4aFxER9RGjo/xX3wYsVAoZ7l6YjiC1Ak9+dxivbjwp3S+X4Y2rJ2PysPAOj0kMC4BaIYPBbEVpfStSIgI7HEP+rWqAl/8K0whQCCLMooAaPRCj9fWIiIgGvrIGaUE6ITTAxyM5fXG2ZvXVJqWPR0L9qbi2FQCQEOb6Oyy391Rh+S8iIqIhxeMVtZycHIwaNQpLlizBueeeixEjRuDHH388rRdfsWIFpkyZguDgYERHR2PZsmXIzc3t9nEbNmzApEmToNFokJqaildeeeW0xkFENJS0Narvm54q7f1+TioevyALwRoF4kM0eP0a9wEVQNrtl2i7WC2sae2X8VHvqhrgjeoFQUCErdx/FX8FiYh6RbX93BA8MLMYncVq2prV09BRUidNCuJDXXsCyWwrKiKDKkREREOKx0GVP/7xj0hOTsamTZuwc+dOzJ07F7fffvtpvfiGDRtw2223YevWrVi7di3MZjMWLVqE5ubO06jz8vKwdOlSnHHGGdizZw8eeugh3HnnnVi1atVpjYWIaKjoj/Jf7V01YxhyHlmEX/64AHPTo7o8NjFMSg2wX7zSwOJoVB80cBfOwtXSwkgl+6oQ+RVRFPHL8So89f0RtBjNvh4OecGRxThAA+7OYtXMVBmKim3z0oRQ1xRWmT1ThfW/iMhPFNa0YOUvefjLlweQX80ylUR9xePyXzt37sR3332HyZMnAwDeeustREdHo6mpCUFBQT168dWrV7vcfvvttxEdHY1du3Zhzpw5bh/zyiuvIDk5Gc899xwAYPTo0di5cyeeeeYZLF++vEfjICIaSvqr/Fd7zvWnuxJu68VR18rmrwONKIqoHOCZKkBbUIWZKkT+456P9+KzPcWO25nxOpw/Lt6HIyJvOPptDeBzg11bpsrA3TxA3nMEVdqV/5KxpwoR+Yniulbc/+k+/HK82nFfeYMer1412YejIhq8PF5Rq6qqQnJysuN2REQEtFotKisre20w9fX1AIDwcPdlYQBgy5YtWLRokct9ixcvxs6dO2EymTocbzAY0NDQ4PJBRDSUtZX/8s8m8CEB0s7PupaO7+nk3+paTI6gXdQA7akCwFH+q1rPFRIif7A+t8IloAK0lZOigaHZllkUrPGqpadfsvdUqTEzU2UoKauX0lfjQlzLf8lltqAKoypE5EN6kwVXvr4VvxyvhiAAwWrpfLvxaBXLExL1EY9X1ARBQGNjoyMwUV9f3+G+0wlYiKKIe+65B7Nnz8aYMWM6Pa6srAwxMTEu98XExMBsNqOqqqrD8StWrEBISIjjIykpqcdjJCIaDAwmW1BF2T89VbwVqrUFVVoZVBlo7I2Iw7RKaPz098sTEfbyX8xUIfI5s8WKJ749DAA4f1w8FmdJ1wEMvA8sLUap9Kh2AJ8b7OxBlVqTEhauUw0Z9myrqHbZVraYCqxctCQiH6hvNWHdkQrc/sEenKpuQXSwGj/dMxc7Hz4LANBqsqCmmRUgiPqCx1uFRFFEenp6h/smTJjg+L8gCLBYLD0ayO23346cnBxs3ry522Pbl5CxR13dlZZ58MEHcc899zhuNzQ0MLBCREOa0WILqsj9M1Ml1JapUs8FswHHHlSJ0Wm6OdK/RWhY/ovIX3ywvQDHK5oQplXi8WVj8PrGk/jhYDnqGXgfUFrtQRXVwM9UiVCZoRBEmEUBdSYlAhTs7zPYtRjNjsBgZHD7oIqtpwqDKkTUz77JKcF9/9sHvW3TJACsuGgsUqOkFg3RwWpUNBpQXNc6KMpvEvkbj2e169at67NB3HHHHfjqq6+wceNGJCYmdnlsbGwsysrKXO6rqKiAQqFAREREh+PVajXUar55EBHZORrVK/0zqBJiy1ThgtnAU24rjREbMrCDKuG2aUMVG9UT+VR9iwn/WnsUAHDPogyEBCidSkRy1+VAYl+QDlAN/EwVuQBEq00o0atQZVIiLoBBlcGuukl6v1ErZAhs9zvMnipE5CtPrz4CvcmKGJ0ak1PCcf74eJw5uq2yT1xoACoaDShvYMlUor7gcVBl7ty5vf7ioijijjvuwOeff47169dj+PDh3T5mxowZ+Prrr13uW7NmDSZPngylknVtiYi64yj/5ac9VUID2Kh+oLJnqsQO8EwVe6P6ar2081TuJhOWiPre3384groWE9JjgnD5FCnT3B5UYeB9YGmx9VTRDoKgCuAaVAGY1jjY2Ut/RQapO1THYE8VIvIFq1VEaZ107fXZrbOQEBrQ4RidrY9Zk4FzJqK+4NMVtdtuuw3vvfcePvjgAwQHB6OsrAxlZWVobW2bmD744IO4+uqrHbdvvvlm5Ofn45577sHhw4fx1ltv4c0338R9993niy+BiGjAsZf/UvlpUMWeqcJ6+QOPfRfUQC//FaoGZIIIqwjUMluFyCd+PV6F97cVAAAePS8LClvJSnuWpf1cRv7PZLHCZGs+MliCKrFqaY5SZVT5eCTUH6psmSqRQR1/3gJ7qhCRDzToTTDbgrnu3psAIFBlD6r0rE0DEXXNpytqL7/8Murr6zFv3jzExcU5Pj7++GPHMaWlpSgoKHDcHj58OL777jusX78e48ePx+OPP44XXngBy5cv98WXQEQ04LRlqvjnwgZ7qgxc5Q2Do/yXXAAibV9CWYtvx0I0VL226SQA4MppyZg5ItJxv9IWXDGZuYA5UNhLfwGDo/wXAMRrpEX2cgZVhgTnTJX2HD1VmKlCRP3IHuwN1ig6va4Psmeq6Fmmkqgv+LRToOjBbo6VK1d2uG/u3LnYvXt3H4yIiGjwc/RU8dNMlVCttEDRaDDDZLE6FtDI/5XVD47yXwAQrwUqWoHiJmBMx5ZtRNSHqpoMWJ9bCQD4/RmpLp+znxOYqTJw2JvUy2UCVIPknJ6ilRbZSwzs3TkUVHcRVLGX/2KiChH1p5pmewZd5+ehIDXLfxH1pcExqyUiIo8Zzf5d/ste+xUAGlgzf0CxZ6oM9PJfABAXKP1b3MxVEqL+tqegDgCQHhOEYZGBLp+zn7vs5zLyf/bNHBqFrEM/ioEqJYBBlaHEviM8oovyXxZGVYioH9mDvRGBnWdM2oMqzSz/RdQnvF5RKy8v7/RzOTk5pzUYIiLqe0ZbXXN/Daoo5DJobDXzOQEcOIxmK6ptO6YGevkvAIgPlP5OSpp9PBCiIWh3QS0AYEJSWIfPKeXSCqaJmSoDhr9v5uiJYVpb+S+DGozvDX5dlf+S26Iq7KlCRP2pqrnzYK9doC2o0sjyX0R9wuuZ7dixY/HVV191uP+ZZ57BtGnTemVQRETUd+wLUf5cVsuxq8bICeBAYU9BV8gER1+cgSxeK/1b1OTbcRANRXtsQZWJKaEdPmcvH8WgysBhGIRBlWi1CSrBCisElBqZrTLYVXeRqWLvqWJlTxUi6kf2TJXwwM7PQVpbHzO9iRsVifqC1zPbBx54AJdeeiluvvlmtLa2ori4GAsWLMA//vEPlwbzRETknxxBFZn/Lm4EOlKVGVQZKOy7OMMCVZDJBn55lxEh0r95DcBLOVasOi5Cz+sRoj5ntliRU1QPAJiQ3DFTheW/Bh7jANjM4S2ZAKQGtAAAnjuVhJXFsSgyDPwsTXKvurmLRvUye6ZKvw6JiIY4R7C3i/Jf9uoPDKoQ9Q2vZ7b33nsvtm7dil9++QXZ2dnIzs5GQEAAcnJycP755/fFGImIqBc5gioK/1341qrsTfUYVBko7JkqXU3sB5JwTVuD+q/zgNcOinj78OBZECTyV0fLm9BitCBYrcCIqKAOn29rVM8VzIFiMJb/AoCZIVJG1YGmIHxYGosHTmSCv5aDU9eZKtK/FkZViKgf2Te0RQV3nqmiVkiZKgZuRCHqEz2a2aampiIrKwunTp1CQ0MDLrnkEsTExPT22IiIqJeJogiT7Yrfn3eMBqmlCWCLkbtqBgp7UCV8kARVAODhKQKuHiUg2xZc2V7hv4FIosFiT6G0UD0uKdRt1puS5b8GHEdQxY/nHT2xOKIKdybnY1l0JQCgyqTGKUPHQCANbBariJoW+8YRNz1VbO9TInuqEFE/6qrXkx0zVYj6ltczW3uGyvHjx5GTk4OXX34Zd9xxBy655BLU1tb2xRiJiKiXmJ120flzUMVe/ouZKgOHfWIf0cXEfqAJVQu4MkPAw1OlBZOSFgGM8xH1rdyyRgBAVoLO7efVCgZVBhp7UEU9yDJVZAKwMKIGtyQXY5KuAQBwqKVjyToa2GpbjBBFQBCAMG3HnnH2nioWBlWIqB9VNjJThcjXvJ7ZLliwAJdeeim2bNmC0aNH44YbbsCePXtQVFSEsWPH9sUYiYiolzgvQinl/rvrPlDFnioDzWAr/+UsyGkNpYVBFaI+lVfVDABIi3S/499R/osLBAOGfe4x2Mp/OcsMkn5vD7eG+Hgk1NscPeO0KijcbEhyNKpnTIWI+lGVrSxhpJuyhHb2zQwGMy9giPqCwtsHrFmzBnPnznW5Ly0tDZs3b8aTTz7ZawMjIqLeZzIPlEwVlv8aaAZj+S87mSBAI5ca1beaBYT6ekBEg9jJSmlxOjUq0O3n7RsCzFYRVqvotkQY+RfjEAiqJGmkhfcKM5vVDzbV3Sxc2t+CrIyqEFE/aTVaHBUdIrvKVFFK19R6EzeiEPUFr2e27QMqjieSyfDwww+f9oCIiKjvmKxtEyqFHy9EsfzXwFPVRRPXwUBr24bSYvbfvxuiga7VaEFxXSsAINVNk3rAdWHe+ZxG/sswSHuqOAtWSPOVRkvH8lA0sDnKm7rppwK09VSxsvwXEfUT+/uSWiFDsLrzvfLMVCHqWx5lqrzwwgu48cYbodFo8MILL3R6nCAIuOOOO3ptcERE1LscJTjkMgiC/y4OB6lZ/mugqWm2LzoMzqBKgAKAAWjlNQlRn7GX/goJULrtXQC4ZlkazVZHvXDyX45G9YM4U0WnkE4ODQyqDDrV3Wwasc+n2eaJiPpLpVOT+q6u6TXMVCHqUx4FVZ599llceeWV0Gg0ePbZZzs9jkEVIiL/Zi//pfDjfioAoHX0VOEK9kDRVv5r8DSqdxZgmzG1MlOFqM/YgyqpUYGdLhI4ZzuYLNwZPhC0BVUGbwAsWN6WqSKKInimGDyqm9sWL92xvyUxU4WI+ktFQ/dN6gFmqhD1NY+CKnl5eW7/T0REA4u9rrk/91MBgCBbTxVmqgwc9p2cg7GnCtAWVGmxcKmMqK+crGwCAKR20qQeAGQyAQqZALNVdGRfkn8zWoZC+S9pwcokymGwAOysMnjYFy8776kizQuqm40wW6xum9kTEfWmotoWAEBiWECXx6mV9qCKVQr4+3GlCqKByKszvslkQmpqKg4dOtRX4yEioj5ktg6MoIq9p0qzkUGVgcBgtqDR3ixxkPZUactU8e04iAazYxVSUCUt2n2Tejv7OcyeAUH+rS1TZfAu5gTIrBAgZSq0mJixMJjk10iLl0nhWreftwdVvt5XgjP+vg4Hiuv7bWxENDQV2N6Xkjt5X7Kzl/8SxbYNDkTUe7xaVVMqlTAYDIxuEhENUPbyX6oBU/6LK9gDQX2LCQAgEwCdZnDWk2ejeqK+d7S8EQCQHh3c5XFK2zmMCwQDg3EINKoXBCBAJmWrtJoZVBlMCqq7DqoMj2wLApfW63Hui5vxzpZT/TE0IhqARFHE1pPVKLQFRnrC06CK2qmXmYEbUYh6ndcz2zvuuANPP/00zGYudBERDTT2BSh/L03Q1qie9V8Hghaj9HPSqhSQyQZn0MGRqcJfySHBYLZgxfeHcd6Lm3HbB7uRU1Tn6yENemaLFScrpZ4q6TFdB1XsvTlY/mtgcJT/GsSN6gFAI5O+TgZVBo/aZiPKGvQAgLROyhIum5CA7+86A/+7eYbjvne35PfL+Ij8idlixb/WHsV5L27Gze/uwu6CWl8PyS/9Z/0JXPbaVpz1rw14b2vP3is8Daqo5DLY98TrTbyIIeptHvVUcbZt2zb89NNPWLNmDcaOHYvAQNf0/M8++6zXBkdERL3L5Oip4t8L34G2nipNzFQZEFptk3SNcvAumLFR/dDyrzVH8erGkwCA/cX12JhbiQ33zx+0PYP8QUFNC4wWKzRKWbc1wu3Zliz/NTC0lf8avOcIwClTheW/Bo0cWymv4ZGBCNF2nok7Ok4HANjwh3mY+4/1yKtqhsli9ftyu0S96eX1J/DCT8cASHOnXQW12P7Qmax042RXfg2et32PDGYr/vzFAYRqlTg3O97j57BYRRTVtgLoPIPOThAEqBUy6E1WGEycMxH1Nq+DKqGhoVi+fHlfjIWIiPqYaYA0qrf3VGlhT5UBQe8Iqsh9PJK+o3VkqvDCcLDLq2rGm5vzAAD/d9ZIvP3LKdS3mnCguB5z0qN8PLrB62i51E9lRHRQtxlvStviPDNV+taPh8rx8oYTKK5thcFsQVSwGisuGotJKeFePU9bo/rBe44AgAC5dC7UM1Nl0NhXWAcAyE4M8ej45HAttCo5WowW5Fe3YES0++wWosGmrF6P/6w/AQC4fvZwvLk5D5WNBpQ16BEX0vVGiaGivEGP37+zC0azFXPSo5AaGYiVv57CvZ/sQ7PBjDnpUR59r05WNsFotkKrkiM+tPvj1Qq5FFThRhSiXud1UOXtt9/ui3EQEVE/MFtsPVX8fLdoIMt/DSj2TJWAQRxU0SgEACIb1Q8BL/x0DGariHkZUfi/s9KxPrcSewvrmBXRx4552E8FcG5Uz8XrvvTCz8eQU9TWdLu2xYRb3tuNjffP9yqIPnQyVaSvs4W/l4PGjlM1AIBxiaEeHS8IAtKigrC/uB7HK5oYVKEh4z/rj6PVZMHklDD8+ZzR+PlIBfKqmnGysplBFZuVv55CTbMRo+N0eOW3E6GSy1BQ04Kfj1TggVX7AQCLs2Lw7ysmdlmqe09BHQAgK14HuQdllzVKGepbWf6LqC94PbNdsGAB6urqOtzf0NCABQsW9MaYiIiojzh6qvh534sgW6N6o8XKhcwBwD5JD1AN3qCKo1E9M1UGtdUHSvHF3mIAwL0LMwC0NfnUm3kx2peOVkiZKiO76acCtDU8Z6P6vtWol6LIfz5nNL65YzaigtWoaDRg68lqr55n6ARVmKkymDQbzNh2UgqqeJOlaA+knKhs6pNxEfmbX49X4f1tBQCAexdlQBAERAWrAQB1LSZfDs1vGM1W/G9nIQDgrjNHQqtSQCGX4aUrJuD2+SMwKlaa+/xwsByf7irq8rl+OlIOAJiZFunRa6ttfeiYqULU+7ye2a5fvx5Go7HD/Xq9Hps2beqVQRERUd8YKOW/tOq2xXmWAPN/rUbp90qjGLxBlQDbl6bnuvqgteVENW7/YA9EEbhmRgrG2sq9qG078lmLum85MlViut/Z7Sj/xQWCPtVqlN7wpqdGYExCCObZFpbtu/c9NVSCKhp7TxUGVQaFdbkVMFqsSA7XIi0qsPsH2NiDKvb3NKK+IooivtpXgvW5FRBF373vvPjzcVisIi6ckIAZaREA2jakGC2cOAPAmkNlqGoyIjpYjTNHRzvu16oUuG9xBlb/3xz8+ZzRAIBnfzzqOP+212QwY9OxKgDAWaNjPHpte89LAzNViHqdx+W/cnJyHP8/dOgQysrKHLctFgtWr16NhIQEr15848aN+Mc//oFdu3ahtLQUn3/+OZYtW9bp8evXr8f8+fM73H/48GGMGjXKq9cmIhqK7EEVf1/YUMplUClkMJqtaDKYEaplc2h/5uipMogzVexxSIuVmSqDkdlixcNfHoDZKmLp2Fg8fG6m43P2hQHu8Os7ZosVJyubAQDpHmWqSH+H7KnSt+ybGuylvuzNuI9XeLcD355RpPbzDR2nSytno/rBwmoV8frGkwCA88fFe9VoOy1KCqqcrGruk7ER2f1vVxHu/1Rap0sIDcA/LxmH6akR/TqGXfk12GLLXrx5bprjfntGKTekSD7aLmWpXDolqdPNjVfNSMHKX0+hqLYVS1/YhGCNAuGBKvzfWekYnxQKAPjvr6fQYrRgeGQgxiToPHptZqoQ9R2Pgyrjx4+HIAgQBMFtma+AgAC8+OKLXr14c3Mzxo0bh+uuuw7Lly/3+HG5ubnQ6dreQKKi2DSUiMgTJltPFX/PVAEAjS2owgmg/2vrqeL/v1c9ZVvDhYVrZYPSlpPVOF7RhFCtEisuynapZd0WVOEOv76SX9MCo8WKAKUcCR40XVUpWP6rP+hti2FaW8A8zbYD3x4A89TQyVSRvk5mqvS9w6UNuP2D3YgO1uAPSzIwJj6k136/LFYRN7+3C/uK6qFRynDtrGFePT5aJ5U9qmnuWN2DqDetOdi20bm4rhXXvr0dDy0djdTIIEwZHuZYTO8rJosVd364F4DU38O5hxDP022Kalvwywkpu+SSyUmdHqdWyPHoeVm4+b1dyHMKyq7PrcT4pFCo5DJst2WK3nXmSI+DvZzHEvUdj4MqeXl5EEURqamp2L59u0sgQ6VSITo6GnK5d2/aZ599Ns4++2yvHgMA0dHRCA0N9fpxRERDnWmA9FQBAJVCDsDMnioDgH4INKq3r9UwqDI4rT0k1adekhWLkACly+fsu/QZ4O079jI5I6KDIPPg/NTWqJ4/k75itlgdi2H29/akMCngVVzXClEUPV7Qsf+cBsKGjtMR4Cj/5eOBDGJNBjOOVzTh7o/3Iq+qGScqm3HRf36FXCbg1nlpuHdRxmm/xq8nqhznhKeXZyMySO3V43Ua6RzS0MpeEtR3RFHErvxaAMArv52E97flY9OxKvzly4MAgFGxwfjrBWNgMFsQF6KBxrZpwZusq+58m1OK4rpWhAeq8P4N01yapjvKfw3x87Qoinj+x2MQRWBGagSSwrVdHn9WZgw23D8fewpqoZTL8L+dhfjx/9u777C4yuwP4N87FRhg6L2HQHojvReNRmPvNepaY111LdvdddddddV17T9L7LHEbkw1vZOQhIQSCL13pvf7++POvUDoMMPMHc7nefI8YWYYXuBy73vf855z8htwvLJNeM2UBDUumRo34DHw81gTZQ0R4nIDDqokJycDABwOz/8hTp8+HSaTCRMmTMAf//jHHkuCEUII6Y6vPy8XwW5RKu8iHnzdXz8fDqrwmSq0Adk3mKx2GC12hKoUYFkW25wLaOdP6F6fWtjhRzejbnOmnm9S338/FaBTUIWuD25j7FR73d+ZqRKr5oIqBosdGpOtWwCyN2aRlB4dLn8p9VRxpxOVbbjtg8No7dT4ekqCGoV1WphtDvzv12KkRwVi+bgoBCplg1o8djhYIaC7q7ARAHDtzARcNm1w5c0BCH8XWrOty/sS4krFDTq0GqxQyiRYPi4KSzMj8er2IuRUtOFUTTsK6rS49u0DXT5nQmwwfndhJmrbTHh/XylSwlV48ZopQy6z/NVRrqTVrfOSu72Hgkqnwmyz47mNBfjqaBUYBvjt+RkD+rz4EH8ha3flhGjk1WpQ1WqEzc5CLmWwcGxElwBWfyhThRD3GXBQ5Vx5eXmoqKjo1rT+0ksvHfagehMbG4t33nkHWVlZMJvN+Pjjj7FixQrs3LkTixcv7vFzzGYzzGaz8LFGo3Hb+AghxNvx5b8UItgtqqAdTqJhsvl+UIW/d6E1XM/TmqworNOistWARq0Z4Sol0qMCERviB5PFgWa9GYdLWzAmMhBjogJhstoRGaQUdhtnl7Xg7o+PokVvwdOrxmFBegRq2k3wl0uxID2i29fjy2eY6GbUbc4ITer776cCdGRO9NbIlQwf/7NlmI4FGX+FFCEBcrQZrKhtNw44qDJayn8JmSrUU8UtXt52RgioRAcr8cLVU7E4IxIOB4s/fJeLzw9X4uH1xwFw89y5Y8Jx0aQYVLUa0aQzIzxQgdImPWraTFicEYmrZyTgq6OV+OVUHc426hAb7IfEsAAcKuXK6/ANtwcryI9bYmFZQGexCZkrhLjStznVALjjlD+3PnEh12e4qtWAJzecxKGSFihkXJ9KncmGvFoNbv/giPAexQ063PVRNv55xWSMdV5/HQ4WZc16mG0OjIkM7PW8Xa8xYf9ZrpfKVTMSuj0/2u/jTFY77vooW2gq/6eLJ2B2atig34dhGEyMU2NinHrIY6FMFULcZ9BBlZKSElxxxRXIzc0FwzBgWW7SyO8Esdvdd3OTmZmJzMyOlN558+ahsrISL774Yq9Bleeeew7PPPOM28ZECCFiYnXwJTi8f9cclXcRD6PFWSLGhxvVU/kv77Atrx6PfnkcGtPg6+soZRKEqxSoaTcJj72wuRAVLQYAwOKMiB4Dg0pnr6DKFsOgSh6RgStyZqpkDDBTJdC5aKk3U1DFlTQmK87UaXG2UYeXtxYBAALk0i7HfFSQEm0GK5q0FiBmYO/LZ5yKYUPHcPhTTxW3adKZhcXJbY8u6dK7QSJh8OfVE2G2OrA1rx5asw0WuwO7zzRi95nGHt/veGUbXt1e1OWxmnaTcH1QKaRYPHZofVv95FIoZRKYbQ5ojFYKqhC3ONvIXTeXZUZ1ey4hNACf3jm3y5ylWWfG85sKsTmvDuEqBWalhOHbnGocKWvFyld2Y1piCK6ckYBPD5ajoI7b6LAgPRyf/GZOj/OezafrwLLAjKSQHktaKaSju3TqvzcVYE9REwIUUrxw9VRcPCXWY2OhTBVC3GfQQZWHH34Yqamp2LZtm9Bfpbm5GY899hhefPFFd4yxT3PnzsUnn3zS6/NPP/00Hn30UeFjjUaDxMTem0MRQogvszpv9GUiWNigBofiYRwFPVU6GtXTgvpIYlkWxyvbUFinRXZ5K74+WgUACPaTYUxUIORSCRgAZxv1aNKZ4S+XgmG4RS2T1Q4pw0AqZdBmsMJscwgLZrNSQqE12VBQp8WnhyoAAOdP6HmFmL8Z/elkLbbl12NKQgjeuGnGoOvsk55ZbA6UNDnLf0UNLFMlUMndwujM1LNgOBq1ZhTWaWF1OJBfq8ErW4u6XHMlDHBVVtcdyGEqrsRLs96MgRotmSp+zkwVEwVVXG5jbi3sDhZTEtRdAio8f4UUL103DQCXZVXVasCGY9XYf7YJCaH+SI8MRKPOgohABeJC/PHJwXKcrtEgJTwAvz0/A1nJoajXmFDSqEderQarp8QhfBjn+CA/Ocw6MzRGGxA65LchpFd1zvlMnLNMVE86B0PCA5X499VT8G9MER67fUEqXtpaiM2n65FT0YacijYA3LnaYnNgX3EzTtdoMCm+e5bE5tN1AIALJ/Uyd5KPrs1x/9lSiGMVrXjjxiywYPH5YW5u+er103FeD6VlR5KSMlUIcZtBB1UOHDiAX3/9FZGRkZBIJJBIJFi4cCGee+45PPTQQ8jJyXHHOHuVk5OD2Njeo75KpRJKJd30EkIIIK7doqM9bVxMzFa+/Jf3H1dD1RFU8ew4fNneoiYcr2yFyeqA1e6AyWrHyep24Safd9v8FPz+ovHdFmh7q13PsizO1Otgstqxo7ABQX5y3DA7ERuOVeNP350CwC0eLx/XfbcnAExP6lgRM1kdOFzagvf3lgplNsjwnK5ph9XOIjRAjoTQ3heHOlMp+KAK7bocCpZl8cmhCjzzw2nYHF1PatHBSiSHqTBvTDhunZfcbWE5XMV93KLvWgK6L/x1XOnjQZUA6qniNt85Sx1dOoDmzP4KKcZGB+GpVb2fo2+YnQStydql90pCaACykgdfnqcnAc7MXaN18FmVhAxErTOoEqv2G/J7ZMYE4e1bZmLD0Sr87ac8RAcrsWhsJNYuHYMnvj6J7QUNeHt3Caw2B2wOB26bn4o5aWHYmFuLfcVc6a8LJvYcVFEIvc98/zp9pl6L//1aDAD48EAZJAw3XxwfG4wV43ueW44kylQhxH0GHVSx2+0IDOR2h0RERKCmpgaZmZlITk5GYWHhoN5Lp9OhuLhY+Li0tBTHjx9HWFgYkpKS8PTTT6O6uhofffQRAOCVV15BSkoKJk6cCIvFgk8++QQbNmzAhg0bBvttEELIqMQHVcRU/stKq9hebzRkqlD5L/daf7gCT32T2+NzCpkEc9PCkRwWgOXjorCsl+BHb82AGYZBZgyXATE1MUR4/NIpcfj7T3mw2ByYNyZc2IF/riUZkcj72wWQShi8ufMsXtlWhO35DRRUcZGj5a0AgBlJoQMuraZScucavZkWLHtjstpRWKcVmtnuLmrEgbPNiHSW7/q1oAEA1xA3TKUACxbXzUrCzXOS+vw98H8ngwqqjJJG9X7UU8XlLDYHfvvFcRxzBtcHElQZqCA3luXigyoG6vtE3MBss6NBy2ULDieowrsqK6FbVuKC9AhsL2jAjydqhMe25TdAwgB8LH5KghrJ4aoe33M0bY473mnzz6vbi2B3tki4Z3GaV5SM5bOGKFOFENcbdFBl0qRJOHnyJNLS0jBnzhw8//zzUCgUeOedd5CWljao98rOzsayZcuEj/kyXWvWrMG6detQW1uLiooK4XmLxYLHH38c1dXV8Pf3x8SJE/Hzzz/joosuGuy3Qc5R2qTHh/vLwDDAXy6Z6OnhEELchA9QyEWQqaKUjZ4dTmJntFKjejJ0LMvi7d0lAIA5qWEYHxsMuZSBXCpBfKg/lmVG9VneYqjUAXK8fUsWfsmtxYPLx/b52gBnZsTt81Pxv1+LUVivRUWzAUnh3euIk4Ez27jsIQCYkTzwGjlBQk8VCqoAgM3uwP6zzShv1sNk5Up5/XSyts/ymRIGeGrVONy1aHCLPh3lvwafqSKGLNnhoJ4qrvdzbg1+zq0FAJw3PgpRwcNfQB4JFFQh7lTbxmWp+MklvW4IGa7VU2Px5q6zaNaZsWpSLIL8ZPg2pxpmmwMqhRRZKWH48+oJvX5+R3aE70+cixq0wv/57M+pCWqP9lHpzE/G97eh8xEhrjbooMof//hH6PV6AMCzzz6L1atXY9GiRQgPD8cXX3wxqPdaunSp0Oi+J+vWrevy8RNPPIEnnnhisEMmA9ButGLd/jIAwIUTYzAxXi3UqyaE+A4+U0UMPVWETBVanPB6RueigU83qqeeKm5T2qRHaZMecimD92+bBdUIzj+WZUb12OS1N+oAOWalhOJgSQu25dfjjoWpbhydeFntDuTVaNBqsKDdaEVZkwEsWOjNNjTpLGjRW1DRYkB5sx4Ollvgv2DiwGuO88eIxjR6e6oU1WtR1KCDzmTDW7vPoqRR3+01/nIp1P5yWO0OZMYEYeWEaGhMNmiMVlw6LQ5TEkIG/XXDA52ZKrohBFV8PFPFX0Llv1yN3wGeFqHC/26Y4dnBDAIfiDdSUIW4QXWbEQCXaeiuTIioID/sfHwpDBY7IoO4so9/uHg89GY7ooOV/X5dfvNDTkUbTlW3Y1xMkCjuP4ei3cjNRe5ZnAaZlIG/XIrfLEzzmk2MlKlCiPsM+q71ggsuEP6flpaGvLw8tLS0IDR04Cn7xPtMiVcjVu2H2nYTrnvnINT+3O7NuWnhnh4aIcSFOnqqeP/5mt/RaqbUAK9nci6Y8TuhfBF/X0RrZa630bkLeXZq2IgGVIbqvPHROFjSgu0FFFTpSXZZCx5ef1xY9OlPmEqBJy7IRPoAm9QDHY15S5sMQxqj2OjNNpyu0cBqd0DCMPjiSAW+O17T5TWhAXLMTg1DgEKGAIUU42KCcM3MRJdnEIYGDK78F8uyo6b8l7+zp4rZDtgdrFB6jQxdcaMOALB2WbqoNm74U6YKcaPqVmdQJdS92bIqpazLvCzITz7gsnnzx0SAYYCKFgNW/28vxkYF4sM7Zrsl89jT9M7+bnEh/lgzP8Wzg+lBR6YK3VMT4mouuXMNC3NNQzfiORIJg9dvmoF//JyPU9XtaDda8fD6HPz62FJRLHAQQgbGIvRU8f6FDfkoqsUrdiaL75f/okb17pPt7KlxYS/NTr3N9KQQAEBly8CCBqNFq96CN3edxbp9ZbDYHQjykyExNADB/jLEhwRAKZcgQC5FZJASoQEKJIT6Iz0qEJFB/e94PdeYCK6/Y5POjO9yqnH59Hh3fEseZ3eweGvXWbyzu0TYCctjGGB6YghUShnGRAbioRVj3VYGprNwofyXeUCv71yCTAxzj+Hgy38BgMnGQqWgoMpwteq5457PkBKLjvJfVKKQuF5Vp0wVb5UYFoD/XDMVb+06i6IGHYoadPj9t7n44LZZPrcZW+ssReqt62Z8porZSkFeQlxtwH/1d9xxx4Be9/777w95MMSzZiSFYsN982G02HHBK7tR0WLAazuK8SQ1YiXEZ9hE1FNFITSqp6CKtxMa1YtoF+lgSalRvduUN3PZBoPJVPCkQCW3S5MWyzgOB4uNp2rx3MYCITvlwokx+M+1U922wKAOkGNyvBq51e14YXMhLp0aB4kPZQXYHSx+OlmDr7KrsLe4CQAQ5QxGWR0OhAYo8OSF4zA7deQ3toUFDi5TpfPGCKWPZ6ooGAckYOEAA5PNAZXCt7/fkcAHE0P83ddU3h34oAqV/yLuwGeqJIR6b1AFAK6ckYArZySguEGHVf/djZ2Fjdie34DzJgy83KcY6JylSL21fD6fqWKijYqEuNyA/+rXrVuH5ORkTJ8+vc8+KET8/BVS/Hn1BNz5UTbe3VOCa7ISkBYZ6OlhEUJcgA9QyEWwsKGgTBXR4MtbBPhyUIUa1buFze5AZQsXVEkWSdN3/jjXUZN0FDfo8M+N+fi1gGs2nxjmj79dNglLMyLdvhP1q3vnYeozW1DdZkR2eatHAgzu8u6eEjz3SwEALhDx98sn4aoZCV5RTorPhmkzWgdU4qrzNdzXG9UzDOAvsUHvkMNItetdQuMMqqhFFlTxl3PLLHoKqhA3qG7j5k3enKnSWXpUIH6zMA1v7TqLF7cU+lxQhS//xfeR8TaUqUKI+wz4r/7ee+/F+vXrUVJSgjvuuAM333wzlf3yYSvGR2FOahgOlbbgl1N1uH9ZuqeHRAhxASGo4gULM/3h+75Qpor3M/GZKqOg/JcDDBwsC99eGhw5NW0m2BwsFDIJYoL9PD2cAeGzL0xWx6jsm1DWpMc3x6qwJa8eBXVaANzC/5r5KbhzUSqigkbm9+gnl+KSqXH4+mgVvjte7VNBlZNV7QC4BbO3b8nCpHi1h0fUge+pwrJAm8GC8EBln6+3OtP7ZBLGp7KJeuMvsVNQxUVsdodQVkdsQZWOTBUKvhPXExrVe3mmSmd3LkrFW7vOoqBOC53Z5rVZHUPBb7Lx1u+JMlUIcZ8Brwm88cYbqK2txZNPPokff/wRiYmJuPbaa7F582bKXPFBDMNgsvMGTmOy9vNqQohYWMRU/osyVUSBZdlRUf6rc3KXg6Y9LlPWrAcAJIcFiGbBtXNG1mgqAcayLD4/XIHzX96FV38tRkGdFjIJg/PGR2HDffPx+4vGj1hAhXf5NK6XysbcWp+6VvALNL89P8OrAioAN3/gF7gHUgKM/734epN6np+Eux4abXShGC6NqeP8GiyyoAo1qifuwrIs6tpNACCqpu8RgUpEB3NB+ELnhgxfoXWul1FPFUJGn0H91SuVStxwww244YYbUF5ejnXr1mHt2rWwWq3Iy8tDYCCViPIlAc6Lgp7KWxDiM6w28ZT/4gM/FspU8WpWOwu7M8owGhrVA4DNwQ5uAkV6VeEs/ZUUJo7SXwCXlSGVMLA7WBgsdgT5iWuxbzBYlsWPJ2txpLQFB0uaUdSgAwDMSwvH1VkJWDE+CiEBnmsgPW9MOMJVCjTrLcitbkdWcqjHxuJKfLBO5aWB6nCVAu1GK5p0Foztp4qLxc4t4oyWoIq/hPvdUabK8PH9VAKVMlFsBupMaFRPi5jExcw2h5ABGOyl5aZ6kxYRiHqNGRUtep+5XrMsK5T589ryX85MFbMPbT4hxFsM+a+eYRgwDAOWZeFw0B+nLwpUOieDZpoMEuIrbM7ztULq/TvCKVNFHIydFgxGQ/kvgPqquFJlKxdUSRRRUIVhGKgUUmhMNp/deGKxOVDUoMXrO4qxMbdOeFylkOL+5em4b8kYt/dMGQiphEFciD+a9Ra0GwfWOF0MdM65t7fueo0KVqKkSY96janf1/KLOL7eT4Xnz2eqUFBl2NpF2k8FAFQK7m+XGtUTVzN1mneLbTNTYpg/DpQAFc1GTw/FZfhSsIAXl/+iTBVC3GZQs1uz2YzPP/8c559/PjIzM5Gbm4vXXnsNFRUVlKXigwKck0FqxEqI77AItc29f3FDyFShoIpX4xcMpBIGchEE64aq83qgncqeukxVC3djnSCiuuAAEOps1v3vTQUDWlgWk/JmPZa+sAMXv7oXG3PrIJMwuGJ6PJ67cjL2Prkca5eme0VAhcfvDNWafGe+KmSqKL1zwSwxlAuCVjmDon0ZbeW/hKAKzV2GZVtePQ6XNgMQX+kvoHP5L985LxHvYHIGbLl5t7jOq2MiuTXDX07VengkrqM1c8FfhulaHtabKKmnCiFuM+BQ6tq1a7F+/XokJSXh9ttvx/r16xEeHu7OsREP4yPtepoMEi9jsTlQUKdBSoQKwT5cdsUdxFT+S+kcIzWq9258pkqAXOpVC62uJgEgZVjYWQZmqpXvMlUizFQBgGtnJuKFzYXYfLoede0mfP/AQk8PyWVe2VaEGme99iUZkXhoxVivLtPBB1U0PhRU4TOgvDVTJcEZVHl7dwlumZfSZybB6Auq8OW/6DoxVKVNetz5UbbwsdrfO/8O+tLRqJ52hhPX4jNV/ER4Tr1iejye+6UABXVaaE1WnyifqndmlgYqZF57H0SZKoS4z4BnKG+99RaSkpKQmpqKXbt2YdeuXT2+7ptvvnHZ4Ihn8ZNBPZX/IiPIZnegrNkAvdmGYH85Tla14cDZZjAMg6kJapQ1G/D10Uo06Szwk0tw35J0XD0zAaWNesSF+CEtkrLm+sIHKMSQUUA9VcSBXzDw89LdWa7CMAwCZIDWChhoscxlKlvFmaly35IxiAhU4MkNuThR1Y7KFoPoAkM9aTdY8W1ONQDg27XzMT3Je4MpPH5Rhm8U6wv4LHG+hJC3WTYuEi9vOwOtyYbffnEc7982q9fX8tfw0VL+K8AZVDFYaO4yVJUtXTOgxFj+i89U0VNQhbiYyeacd4us9BcARAX7ISJQgSadBWVNBkxOUHt6SMOmc27oCPTSfioAZaoQ4k4D/su/9dZbvTbyStyDn8Aer2zDjoIGLBsX5eEREV9ksTmwo7ABVa1GHDjbhH3FzV16NHT2+eGO/zMMl/788rYzeHnbGeHxKQlqTIgNhr9CivljIrB8XBSkksGdu46Wt+IfP+fhgokxuGfJmCF9X97K5qz5KobFjY6eKrSA7c34v1df7qfCU8m5oIqeauW7hN5sQ4ue64MhtoCERMLgullJ+PpoFY6UtWJPURNunJPk6WEN23+2FgLgeqdMSwzx7GAGiM9U2Z7fgLVL0z08muGzO1ihvIu3ZqpMSQjBs5dPwh+/O4VfCxpQrzEhOtivx9eOtkyVICkX3NPSYvqQtRq69kdKCVd5aCRDx2fSFzfosOlULS6cFOvhEfm+D/eX4ZtjVfjDxRMwOzXM08NxG/76IMagCsBlOjbpLKhu842gCl/+y1v7qQAdmSp2Bwub3QGZCNYBCBGLAf/lr1u3zo3DIN5oelIo4kP8Ud1mxN0fZ2PTI4uFOpiEDJfdweL5TQX4+mgVmvVdb55UCimC/eVoNVgQ5CfHxZNjoZRLcLKyHTFqP5w/IRrnT4jG54cr8PqOYjRozUgOC0BlqxEnq9pxsqodAPDBvjKkRaiQFB4AhVSCQD8ZlDIJzDYHzFYHooP9MDs1DAmh/jhZ1Y6KFgMkDPDGzrMAgII6Le5clDbooIw34xc3xDCZUlCmiiiYRlNQxTlr0tMOZJeocmapqP3loi3luGhspDOo0ugTQRX+ejw+Nlg0m6n4TUBHy1vBsqxoxt2bzmV3vbU+OwDcPDcZ649U4FS1BodKW3Dp1LgeX2cZZY3qg6Tc709rpuvEUDXrut4XiCXA29m4mCCMiVThbKMe93+Wg+/vD8CkePEvIHsLo8WOE1VtOFHZhnajFU06M77MrgIArNtf6uNBFW7erZSL85zKb4TwlWoo/PfhrZsggI5MFYDLVgkcJddjQkaC9/7lE49TyCT4+r55ePCzHGSXt+K9vaX45xWTPT0s4iO25tXh7d0lAICIQCWmJqgxJSEEK8ZHYXxsMKQSBqyzGXRvCyS3zkvBLXOTYbE7oJRJUdygwycHyyFhGFjsdnyfU4OSJj1KmvS9juP9faW9Pmew2FHSqMPY6KBhfKfeRVTlv/ieKpSq7NVGS/kvAAhwzppON1gwM0n8i7eexvdTEVvpr84WjY3AS1vPYG9xE4wWu1DyRaz4MhbXzxZPgOiG2Ul4ZVsRAEBjtEEdIM4AHc/gXKCRSRiht5i3mhyvxqlqDYrrtb2+Rij/5eXfi6sES7mAQG6dEXqLHSqRnxM8gc9UGROpwuXT4nHehGgPj2jwZFIJPr9rLh7/+iR2n2nEC5sL8eEdsz09LJ9gsNiw7MWdqNeYe3z+RGX7CI9oZHX0VBHnuYUva+krfXt1zkyVIC8u/+Unl0AuZWC1s2g3Wr06q4YQsaG/JtKnWLU/Hr8gE9e/cxDfHKvC71ZmIlSl8PSwiA/IreYmvNOTQrD+7rlddlDwBrJgyTCM8LnpUYH466UTheceWj4Wnx+uhEophVIuhcFsg9nmgFwqgZ9cgtImPfYUNaFJZ8aUBDXSIwOhMdmQHB6Azw5VoEFrRmWrwSeDKmLYMUqZKuJg6NSo3tfJJCwABp+f0sBoZ3Df3EhPD0nU+Lr5iaHiKv3V2ZSEECSG+aOyxYhPD5XjzkVpnh7SsPC9PMR0wx3dqUZ7ZasB6gBx7wbnfwcBCqnXB275skylzYZeXzNay3816G24+9sKvH15EgKVvn99dIUGjQm3vn8YBXVckO7qrETct1S8ZXijgv3w98smYsV/dmHXmUZsz6/HivHiCxB5m5o2I+o1ZkglDFZOiEaYSgGLzYHYEH+8ur0Ite1Gny5x1FH+S5zfH5/R4SuZKkJPFS+eNzEMg9AABRq0ZrTqLYgPEe9mJkK8jff+5ROvMSc1DONjg5Ffq8GWvDpcN0s8uxeJ9ypu0AEALp0a12NAxRWigv3w8Hljh/S5uVXt2F7QgLr2nndBiZXVzmX/iOFGQyHjFpMslKni1UzOTBWx79AfiIwQIKeJ+//Ws1rcOyfCLYueLMti21ktpAyD5WN8J6h7riqRNqnvTCph8MCydDy5IRfP/pyPiybHIk7EN6v84oA377jsSazaH006C+o1JtGX2DFYvH+BhpcczgVEz20s3tloa1SfrNSDAcACaDLYcaLOiAXJ7imfbLGz2FGixZxEFUL8xH8N3phbKwRUAGBcrPivf8nhKlwzMwGfH67EZ4cqKKjiAnx/yNAAOd68OUt43OFg8caOYtgcLBp1ZsSqxXst7otZxI3qAUDlDDLrzb6RqaJ1fh/eXP4LAMJUXFCl5Zyy64SQ4Rkds1syLAzD4PzxXJP6fcXNHh4N8RVNznrJseqeG5t6WrRzXHXtRg+PxHXsDlZUu5AVUm7SbaVMFa82mhrVr8l04P8W6CGXcH1V6nXuuSE8XGXAi3sa8O/d9Shr9a3AbmfHK9sAiK9J/bmunJEgBIYe/DzHw6MZHjFdIzrj+6poTeJfpBEyVUTwO4hyNqdv1PZ+nhptmSrxCgM+uiQEi1O4QEpZq/sWsP7+ay1e2tuAD4955/2ZwWJDdlmLUM63P/w1AeB6ksxK8Y2+GEszufvoFgMtZrqCjd8gJul6TpFIGEQ7z0m17aYRH9dI0Ri9v9xUX4RMFR8p/6UXybwpzFltZt3+MtqwSIgLjY7ZLRm2BekRAIB9xU0DnhgT0pdW5y6J0ADvLCcX65yU12l8Z1KuNVmF//MLUN7MX8FdogwW30gP91V8UEWsO+YGQ8oASYEsYoO4G6darbWfzxiar0+1Cf9vM/nm8b/haBWyy1sBAGOj3bOLe6TIpRL89rwMAFyz9Etf24u//nAaZxt1Hh7Z4PHXiUCRLdbwi0udr3NiJYamt7yoICUALqjS2/3BaAuqAECUSoqMCO5n466git5ix+EqLkNoe3HvPW086aUtZ3D1Wwfw/ObCAb2e33D10rVTsemRxV6/SDlQIc45d7tB/Ocnb8Bnqkgl3TOFo4O5v7t6Hw6qtDuDKiH+3nkP3R++z5TBx8p/eXuQiy/59WtBAz7cX+bZwRDiQ0bP7JYMy0RnKYVmvUWo40m8T5POjDP1WlS2GFDVasDR8lb84+c8PPrlcfx4osarAmL8bq0wL+3RI2Sq9NIEUYz4SXiAQiqKxY0QZ8CNb1ha0qjrs8QI8QyjUP7L+48pV4kI4G4Im/Su22Vnc7DYW6bD/w404GRdR4acxeY9521X+uhAGQCu0fW8tHDPDsYFrspKwPjYYADAyap2rNtfhhX/2YUHPjuGBq04FndYtiOb0dsXB87Fj1fjA5kqfIZsaID3b36IdAZVLHYH2npZMOaDKkoRzDtcKSWUm8OUtbk2qGK1s9harME/d9YLj2VGKl36NVzl3b2lAIA3d54d0OvbjN694Wqo+Plsm5GCKq5gd3DnFJm0e1AlRu17m+LOxZ9r1SK4RvSED5ZqzeL+e/jkYDm+P16N6jbuWPP289btC1KF/28+XefBkRDiW8R1x0Q8RqWQQsIADpbbBTgaaueLid3B4n+/FuHV7UVw9LL+9s2xahgtdlw7K3FkB9cDm90hLPCHemlQJdYHy3/xk/AQEWSpAECYc3KqNdmwp6gRt7x3GBGBShz+/QpIetidRjxjNJX/4kUEyACY0WQY+AJufoMJMgkwNqJ7yUOWZfHczjrsLdd3e85s972gisFiw6kaDQDg7VuyvL4Z90BdMT0O+bXc9zUuJgiF9Vr8dLIWeTUavH7TDCHo4q0MFrswhwhSiuM6wQvy843yX3XtJuwp4ho3TUkI8exgBkApkyI0QI5WgxX1WlOPc7rR1lOFlxzC/Syq2i2w2lnIe1gAPpfNweJYtQEpoQpEBfb8N/ivXd2vFVqzd254iwhUCNknTTozIgL7Dv606sW9WNybEOf302awwOFgaQ47THz5r54yVWKCud34daMgU0UMVQd6wl8nxNzbo1VvwR+/OwWg4zicmujd/dwmxAVjzxPLsOj5HThW0YoWvcVrN7cSIiYUVCEDwjAMgvzkaDdaoTHZEOXd6wKjSnZZC575MQ+51e0AuIVNB8uCZbkskKTwAAT7ybAtvwH/3V6ES6fFebxMT7vRCj5pxlsX+GP48l8+Mimv15hwzVsHAADBXvozP1ewv1wI5t7y3mEA3E250WoXRVmU0aIjU2X0/E6ETJUBBlV+LGjHawcaAQCPLYzCyrFdL6LHaozCItmilEBkRChxpEqPk3UmmH2w7vHJqnbYHSxigv1E3dT9XHcsSEWQnxwT44IxJSEEp6rbcev7h1HSpMeq/+7BpPhgvHlTltf2kOGzVKQSBn5ycS2A+0L5ry2n63D3x0eFj1dOEEdD66ggP7QarGjQmDEupvvzo7H8FwBEqmQIkDMwWFlUayxICe0/m+Rfu+qwp0wPpYzB/y5JFAIzvNP1HdeKBUkqxAXL8dWpNugs3nedYFlWKGUHADkVbTi/n2Na2HDl5Tu+B4tf/HawgM5iQ7CfOObh3sru4Huq9JSpwv2d+WqmypfZlfjqaBUA8QZVwnwgqNJ5A4fdwSJW7YfJ8SGeG9AAJYYFICM6EGfqdThc2oILJ/Vw0SaEDIpHZ7e7d+/GJZdcgri4ODAMg++++67fz9m1axeysrLg5+eHtLQ0vPXWW+4fKAHQubSCeG9YfQnLsvj7T3m4+q0DyK1uR6BShv9cMxX5f78Qhc+uwpl/rMLB36/Al/fMw2s3zkBkkBLVbUa8vavE00MXyjmp/eWQeenORX43ncZkg9km/pqvOwsbhN2iy8ZFeXg0AyOVMD0eH3xmBPEOozNTpe/yXyzLwuLcSWm0OrDuaEcT4TcPNaKoyYSDlXrsKdPB5mDxfjb3/JUT1fjjshhcOzlUqDlt9sHyX8cquF4qM5JDPDsQF5NJJbhhdpKQYTApXo0v75mHrORQAMCpag0ufnWP15Zd4BcJApUy0WUP8YtLYi6vc6yiTfj/7y7IxKR47971yoty9jBo6KVZ/Wjqu9UZwzBIcgZFKtp6Pi4dLAur81pxqt6IPWVcwMRsY/H8rno06m04Wm3AzhItLHYWnxxvAQCsygjGn1fE4qJM7hjRemFvAo3J1mW+dqikucfXFdVr8dSGk1j0/K9CYNfXdk/7yaVCoJr6qgyfzdFzo3qg4/6tSec75Zs7+/hAufD/eWPEWTo1XMX9jsQcVOHPVQBX0eXl66aJZuPArJQwAMCRshYPj4QQ3+DRbaV6vR5Tp07F7bffjquuuqrf15eWluKiiy7CXXfdhU8++QT79u3D2rVrERkZOaDPJ8PDlVYwir60gq/4+0/5eH8fV6v4upmJ+N2Fmb2m1fvJpfjT6gl46PMcvLu3BLfNT/Foan2LM73fm2+a1P5yyKUMrHYWzTqL6HdTNzoXO5LCAvC7lZkeHs3ArZ4ci29yqjE7JQyHnZO/qlYjHl6fg2WZUbhzUZqHR0g6giriuJlwhY5MFe5731+ug8nGYklqIMx2Fn/YUoP8BhNWjg1CfLACOosDsUEyqBRSFDeb8cCPVd3eM0DO4PopYcLHShm3qO2L5b9ynIvHM5JCPTuQEZAeFYgN981HYZ0WT3x9Aieq2nHPx0fx2PkZeGB5ulcFL/hFAjE2h44K4rJLG0S8O7nd2U/iyhnxuH9ZuodHM3D8z76+l5+9aZQGVQCuBFhBoxnlbWZY7CpsKdIgKUSBKTH+ONtixp+21kBnceCumRE4Us0FVLLiA5DfYERxixk3f1nW6d24HipSBrh+CnfuDHD2MjPZWDhYFhIvOp+cm+m960wj/tjp45yKVry6vQg7Chu7vG52aphod+D3Re0vh8lqRrvRCs8XYhY3Wx89Vfg+T01a8S7Y94W/n3v1hukYExno4dEMTXhgR6aKWMvhGSwd62F7n1zuteXMezI7NQyfHqqgoAohLuLRu6ZVq1Zh1apVA379W2+9haSkJLzyyisAgPHjxyM7OxsvvvgiBVVGQLAPlFbwFaeq2/H+vlIwDPD8VVNwzcz+p+erJ8fijR3FKKjT4pND5R69Yed3pnhzE1aJhEG4Sok6jQlNOrPogyp8TevVU2JFNXl99opJWJQRgfMnxGDx8zvQorfg/k+PobrNiH3FzRRU8QImofzX6Fkwi1Rx32ud1ortZ7V4fje32PVDfjsiVFLkNXCLSZuLtMLnXDs5FPOTA/HIT5Wo1doglwDWThVbbpwaBrVfx89Q6Vws4DPMfEWL3oL9xVzPiOmjIKjCy4wJwtf3zcfvv8nFV0er8J+tZ9Cst+DamYmYEOcdNVV1JnE2qQeAaGe2xGlnrx4xanZep8UWbOQzVRp7yVQxWUdno3oAQqZKaasFrx1oEK4JF4wNQn6jGc3OwPxrB7nAgoQB7psTAbuDxTPb61CjtUImATpXgbxsQghigrj5s7+sYz5nsrEIkHvP/I4vvxSr9kO9xoSiBh3O1GuRER2Eb3Oq8LuvTsLmYMEwwIpx0ZgQGwR/hQyXTovz8MjdI8RfgXqNWehvSIaur54q/AbDRh/MVGFZFs167vuamSyu60Rn/MYNBwuYbHYEiLB8sN557zMhNlhUARUAmOnMVDldo4HebKOS2oQMk6j+gg4cOICVK1d2eeyCCy7Ae++9B6vVCrncexdofQF/wjV4YYr5aLI9vx7/3JgPALh0atyAAioAFyS4bX4KnvomF5tO1Xk0qMKnZHtzpgoARKv9UKcxoarViPGxwWBZ8dYE528u+msS6m0CFDJcMT0BQEd5qeo2o/A8TQY9bzSWdkkIlkMmAXQWhxBQAYD8RhPg3HR7xQQ1NhdpYbA6MDXGHxeMDYZUwuBfF8TjSJUBC5JVOFVvwtuHGzE5xh+XTwjp8jX4ps6+Vv7rowNl0FvsmBQfjOmJIZ4ezoiSSyV44ZqpSIsMxL83FWDd/jKs21+G+5eNwe8uGOfp4UFn5hb7xJipEu3sg2aw2HHgbLMoy6I0OzecRAR699zoXNFBfPkvylQ5V3oY97PZd05jeT64EqyUYHFqIDYWauBggZumhiFRzf3+X1mdgL1lOsxMCEC1xopX9jUgJVSBW6Z3ZDQqpIzQe85odSDAizJG69q5uVpmTBAmxqmxLb8ev/v6JOamhuHt3Vwp4gsnxuCpVeOQEqHy5FBHBF8hoM1oQZPOjCA/GZSy0fc34Qp99lRxXgta9Bafu0doN1qFcoHhIrtOdNa5XLDBIs6gisGZ2atSiu9vOD7EHwmh/qhqNWJjbu2A15IIIT0T1Rmsrq4O0dFdG9xFR0fDZrOhqakJsbGx3T7HbDbDbO7YqaDRiHcHm6fxu5Cpn4Hn/HyyFvd/dgwAl+Xx2/MyBvX5502IhuTbXORWt6O6zYh4D2VfFNVzN5Mp4d59E5URFYgTlW1Y++kx+MulCFMpsPN3SyH30j4wfeF3kEYEiSuo0llAD5kQZc16TIwTR915X2WwjL6eKgopgwlRfjhZxy0ijo/0w28XRuGfO+pQ3mbBDVNDsWZGOG6ZHoaqdivGhCuFHZUxQXJcMp47ZhenBmJxas/lG/z48l8+FlTJr+XmYVfNSBBV1pwr3bskDWp/OX46WYP9Z5vx+o6zSI8KFALIniL0VBFhpkpCaMciwSeHykUZVOHLZ0WK7DodFcyX/+olU8WZZjEagypjI/zgJ2Ngcp7Hr5kUgkkx/nhhdz1sDhaPLYrG3EQVrpscCoPV0aWZvdpPiovHcdeK6EA5Prompdv7MwwDf7kEeosDRqt3ZTXWOst/xQT74aEVY3G4tBknKttworINAHDP4jQ8eeG4UXMd4EuananT4uH1xzE1QY1v1i7w8KjEqa+eKqEqBSIClWjSmTHxL5sRH+KPt2/JEk2Pqr7w93LBIg/ISSQMlDIJzDYHjBZxrivxmSpiDAgBwA2zk/DC5kJ8dbSKgiqEDJPoVgbPrT3NsmyPj/Oee+45qNVq4V9iIp00hopfMKOgiud8m8PV4b94Siy2/HbJoHd2RQQqhbISu86pYTwSDBYb1h+uwIfOJnsZMUEjPobBmJXasRvQaLWjus0o2qZ6fHZQpMgyVTrrKZW/tEnfwyvJSOJ3IYv1xmKo/rw8Fk8vicYfl8XgHytjkRyiwFuXJ2LDTWlYM4Nb0FUppMiM9OtxN2V/FDK+/JdvBVX4TLPE0AAPj8RzGIbBjXOS8Nldc3H3Yq6E4QubCmG2eXZ+JeaeKgzD4KVrpwEAjpa1enYwQ2B3sEJQJVYtrnKjfBCouZdyOx2ZKqK77Rw2lUKCNy5NxFNLovHMebG4Y2Y45iaq8MUNqfjihlTMTeTm8VGB8i4BlcHgS4B5W1CFP55j1H6IC/HH/26cAf5S+LsLMvH0ReNHTUAFAIL9uKDKNznVsDtYHKtog9XHynuOFCFTpYeeKgAwO7WjNFZ1mxG/FjSMyLjcjb8PElvgvScBIt+sqxdxpgrAlQMHgGPlrThwthkPfHYMu86M/NoQIb5AVHdNMTExqKur6/JYQ0MDZDIZwsN73pH29NNP49FHHxU+1mg0FFgZIj6oYhDpjgJfUNZsAADcODtpyBOqJRmRyC5vxa4zDbhxTpIrh9enk1VtuPz1fXDOgzE5Xo2LJ3fPLvMmV81IgMXmgMZkxfObCgFAtDdATVp+Ii7edPHOdaivmpGADceqUNJIQRVP468Jo23BLEgpxdK0roFhhmGgUrhmkUgp5RsQi/Oc0xOWZVHVygVV4kPFtXDsLo+en4Hvj1ejpt2Er7KrcPPcZI+NRSvinioAN69QSCWo05iw9tOjMFsdsDlYLM6IxB0LUnrdgOUNShp1sNpZSBggSmQLZuHOUq58T5hzmfmgioh3Vg9HvFqBeHXXuZdMwgwp2N4Tf7kEgB1GL8tqrOuUqQJw9x8/PLAQNgeLaaOs9CPQcV7lF2MBbmNQRrR3bzDzRvy9WE89VQDgb5dNwriYYHx2qELojekL+P6YYivl3BN/uRStsIp2XYnvMRykFGf7gaSwAAT7yaAx2XDD/x0EAPx0shY3z01CaZMeQUo5bpmXjAXpER4eKSHeT1QrIPPmzcPWrVu7PLZlyxbMnDmz134qSqUSwcHBXf6RoeHLf5lEuqPAF2iM3AWcTyEfiiWZkQCAfcXNIxog+ORguRBQeWrVOHy7dr7X17mVShjcPDcZa5emQ+U8/m0i3DVuttmhcS6WiXkifus8brHxv9dPw6R47lx+4GyzJ4dE0Gl3u0gXYr2V0gczVZp0FrQZrGAY7y//OFL85FLctYjLVvk2p9qjYxFzpgrAzVMvmBQDANiYW4ftBQ3YdaYRf/8pD58eqvDw6HpX127C+S/vBgBkxgRDJrISo+HOeYXWbOvxHoFvVD8ay3+NBH/nhgaDl2Wq8AvAnTeBTYpXj8qACgAEO+/dWjttENpf3OSp4YhaXz1VAO5e56EVY3HvEu7a2lvAV2yafKCUM08oKy/SoEo7vyYTIM6gCsMwmJYU2u3xTw5WYF9xMzadrsPt646gpFHngdERIi4enbXrdDocP34cx48fBwCUlpbi+PHjqKjgbnyefvpp3HrrrcLr7733XpSXl+PRRx9Ffn4+3n//fbz33nt4/PHHPTH8UUco/yXSi58v0JiGH1SZFKdGmEoBndmGnIo2F42sf0UN3EX5+aum4N4lY0S3aMCP1+bwzE2rw8HibKMO1W1GoezhQPE3tnIpM6xjx9N+f9F47Hx8KS6bFo9lmVFgGOBASTMOl7Z4emijmk7Y3S7eY8sbKaR8TxXvWigbDr6WflJYgHBDTbiSngBwrKK112bfI0HoqSLSnZcA8NyVk/HkheNw3cxE/Gn1BNzkzMh9YXOh124KOlDSsbD6xIWZHhzJ0AT7ySB3nq96KpFqso3ObMaR4i/jfq7eVv6LLwcXLuLNPK4U3MPGk//bU0r31UPQV0+Vzvhjr6fywSOFZVmUNulR2qQf9mbGRh8o5czjSwYbrbZ+Xumd2l2w0dXT7lmcBoVUgtmpYfh27XzcsyQNN89Nwr+unIxpiSGw2Bx4cUuhp4dJiNfz6Fa07OxsLFu2TPiYL9O1Zs0arFu3DrW1tUKABQBSU1OxceNG/Pa3v8Xrr7+OuLg4vPrqq7jqqqtGfOyjEb8AItY0TbEz2+zCbr/gYSxeSiQMFo2NwPfHa7CzsAGzO/UNcacyZ++LifHizBbjFwysHtg1XtFswKNfHkd2OVcnPjpYiZevm4b5YwaWkivsbApUenX5k/74yaVCH6GUCBWun5WIzw9X4s/fn8JPDy4UXaDOF5isdlicN4liLRnkrZTOhTKzD2WqfH+iBgCwNCPSwyPxLrFqf0xNUONEVTu25Y1sac7OdCKvEQ5wWTb3LR0jfGx3sNhZ2IjqNiOWvrAT/gopxscG4bGVmRgTGejBkXYoqNMCANbMS8ayzCgPj2bwGIZBuEqJOo0JzToL4kK6lvbr6Kki3uPKm/nLva+nCsuynUoVibfsrCv1NEeqbjPi9R3FePwC8QVTPYnPVJH20lOFx2fn99bvyZ1YlkV5swF/+v4U9hRxgXOZhOun9tdLJg6pn1BHKWfxB1U6Nut6z3lrMPigSrCIgyoL0iOQ//cLhTJ60ztlrkxJCMFFr+7Bxtw6LH1hB/zkUixMj8CjKzNGXQ9NQvrj0b+IpUuX9rnjet26dd0eW7JkCY4dO+bGUZHe8Bc//ubIZLWjzWBFjNrPk8MaNfgdpMDwy+wsyYh0BlUa8cSF44Y7tH45HCzanJMPsU4E+d1Q/ETe3Wx2B37OrcVbu0qQX6sRHpdKGNRrzLjno6P4Zu18jB1ALWa+lrCYS3/15HcXjMMvp+pQUKfFp4cqsGZ+iqeHNOp0Pi+paJLtUkrnYoHFy+rkD0dOBRcYvmBijIdH4n0umBSDE1XtWLe/FNfOTPBIkNgg8vJfPZFKGDywPB1Pf5OLOmfj7NImPXIq2vCPKybBbHVgUUakR7/ndoO450cAEB6o4HoX6LsvXnaU/6KND+7Al//ypqCK1mwTNlz42txzqM7d0b5yQjS25NXjnd0luGZmApKpJOaA2fop/8XjA3pNI1j+q91oxbp9Zfj4YHmXXi5+cglMVgc+OlAOmUSC3180DqVNeiSGBQw44NxxPyf+QCUfjGju4ZohBkJQReQbynrrSzQhLhjnjY/Gtvx6oadvQZ0WZc163DgnCQqpFPPHhA8pOEiIrxH3WYCMqABnporOWTP5stf2obBei/uWjsGTI7AwP9rx/VSClLJeL4ADtdi5SzivVoMGjQlRwe4NjGlNNvDxU7GmycqETBX337RqTFasef+wUJ6NYYAp8Wr844rJSItU4bb3j+BwWQv+vakA766Z1e/7+dIkvLMwlQKPnZ+BP31/Gu/tLcUtc5NpcjfCOvdgGO55iXTF91Qx+0hQpUlnRlWrEQwDTE5Qe3o4Xuem2cl4Z3cJztTr8GV2lUeyVYzOTTO+VprthtlJiA/xR0WLAfGh/njy65OobTfhjnXZAIBxMUH44YGFUMg8s+jPZ4CLOZMjXNgR3kP5L+dxpRyljerdTSj/5UXXCn5HfaBSJurj2pXODS5dMzMRBosde4ub8NGBcvxp9QQPjUx8bP00qufxP/N2oxUWm8Pt5/jcqnbc8v4htDkD5TIJg/GxwfjzJRMwMzkUXx+twu++Pon395Xi/X2lAICs5FB8dc+8Ad2/+FKj+vSoQGzLr0ehM1NTbBqc57hwlfh/F7157cbp+OlkLWQSBgaLHb//Nhfb8huwLb8BAHDXolT84WI6bxFCW4bIgIU7F2Rb9BbsLGxAYT13EXxr11kU1Gn6+lTiAnyjcVekmUYEKjHFuai1dwSaJLYZuUlggEIq2ptqudBTxf03rS9tOYOcijb4ySV4aHk6Dj29At8/sBCT4tUIUMjw10snAgD2FTfDbOu/HF+j1jczVQDg6qxEBPnJUNFiwL6z1PBzpGmdfZ6o9JfrdZT/8p7dx8PB91NJjwyk/js9UAfI8dDysQCA/2wpFHqojSQhqOKDi6CLMyJx81yuvNand87B3LQwhKm4eW1BnRafH/ZcI3s+qCLmkhoRzp/lV9mVXR5nWVboC0WL6+7hjZkq/OJvuI9t5hmOqKCuG9hCAuS4Y2EKAGDDsSqv7fnkjQaaqaL2lwuBl1aDe7NV7A4WD63PQZvBisQwfzx/9RSceuYC/PjgQsxKCQPDMLhmZiKeu3KyUFIaAI6Wt+JI2cB6Q/rS/Vx6FFd+s6xZ7+GRDJ7V7kCFM3sjNdJ3M8z85FJcnZWAy6fH48Y5SXjjphlICQ9AaAA3h39/XxlKm8T3+3M3m4/ct5GBo6AKGbDIQG4y2KA1YV9xs/A4ywLv7in11LBGDSFTxUWLl3OcvVT4Ph3uxO/YCRFplgrQMXF3d6ZKi96C9Ue4xZ23bs7Coyszu2USjY8NQmSQEkarHdll/f/+hJ1NIi4t0ht/hRRXTo8HAHyZXeXh0Yw+OpPvlQvyFh2N6r1n9/FwHHcGVaYmhnh0HN7slnnJSItUoVlvwWu/Fo/41+cbJvtapsq5xkYHYf3d83DsT+fj2csnAQBe3V7UpVTLSOIb9QaI+OfOlyLNq9F0WVDgAyoAlf9yF2/sqdLso2Vnh+Pc8n6hAXIsyYhCfIg/2gxWbM2r99DIxEfvzJLur0ymRMIIFRL4ck3usjWvDqVNeqj95fjpwUW4dmZij4HkG2YnYetvl+CZSydibhp3L36otP+gCsuyQqksX7ifixA26478BpLhqmo1wuZg4SeXINbN1T68yUWTY7Hzd8uQ8+eVWD4uCnYHiz9/f2pEqniIxTu7z+Kmdw95ZGMU8Rya3ZIB4yeDTToL9hQ1AgDuWJAKAPi1oKHP/jhk+PiTs6saos1McQZVBrg7ZjjafKCZGz9xt7m5afTnhytgsjowKT4YS3pp5swwDBaN5ZrU7z7T2O97NjpvbiN99OZ29dQ4AMCBs010HhphfAYdZaq4Ht9TRcyN6mvbjbj/02MY/6dN+J8zSDA9KcSzg/JicqkEf3KWUvhgXykanD1ARgqfqSLmxf3Bum5WIjKiA9Gst+CxL0+gssUw4mMw+EAw6+7FaZBLGWjNNhR0KufSefc9Zaq4hzdmqvDzznAVZarw/BXSLhkK8SEBkEoYrJrE9Rjbf7a5t08l4IIKr2w7g1X/3YM3dp4FMLCgnZ8z69fdmUDv7y0DANwyN7nfUtcpESqsmZ+CiybHAsCAMlXajVZYnfNBXyjnzGeKtrk5g8gdShp1AIDUiMBRW3b6yQvHQSGTYE9REx78LEf4mYxG9RoT7v4oG8te3Il/bizAodIWbMqt8/SwyAiioAoZMD6F2+5gUdZsgIQB7l82BgqZBC16i9DEiriHxugs/+Wisikzk0MBAGfqdahpM7rkPXvDT5hCAsQbVOFvhGwO9960/lrA1Sm9cXYyGKb3iRofcNk1kKCK1nd2NvVkSoIaSpkETToLSigNeUR1lP8S79+2t/LGhbLBqGo14Jb3DuPn3FphsX5MpAqXOIOgpGfLxkVhWmIIrHYW3x+vGdGvbfSB3h6DJZdK8MLVUyGVMNh1phGLnt+BBz47NqI7L40W8QezpBIG05O4eWVRQ+egSkfvA3k/u8rJ0KgU3M9VZ/Gea0VtOxcQjlWPnl3cAzExrqOfGB9EnZMWDgA4XEpBlb68s7sEr2wrQn4tV3J8XEwQ7liQ0u/n8dczkxvnUm0GC7LLucDIYPqhzUzmNjgeK2/tN+jD38sF+8lEW0q7s9CAjrLyYtsQV9LI3WumRfhu6a/+ZMYE4e2bsyCXMth0ug7L/7MLv1l3ZNSVMWRZFnesO4ItefVCKbR7lqThmpkJHh4ZGUk0uyUDJpdKhF0FADA5IQThgUpMiA0GAJysavPQyEaHjkwV1+wIDw9UYrYzW2Vjbq1L3rM3fOmyEH/x7qyRCuW/ep745ddq8H+7S/DfbUV4d08JNp2qw7t7SvDYlyfw321FqG03wmyz40y9FtllLdiaV49WfdfdOTVtRhyr4Mp5Lc3sOUuFtzA9AgzD1YJ/cXNhnzt9+J23CaH+A/5+xUQpkwq73w+VuCbzqt1oxf6zTXCMQA8dMRMa1VOmissFOBfKLHa21/OON3I4WHx6qBwXv7oXxQ06RAUp8dmdc7Dt0cX4+aFFLtsY4MuuzuJuxjYcqxrRxQah/NcoCqoAXEm692+bhYXpXAboTydr8cWRyn4+y3UMPhBUATpq5J+p79ixyi+w+Lm5QfRoplZyx027yXsWs2qdm7ViQ3xz3jlUL183DRnRgXjkvLHCY7NSuGDk2Ua9sHBOutt8mtv5ffPcJGy4bx5+eGAhQgL6v69UDDFTpbLFgM2n62C22dFutOJ0TTv2FDVi/9mmbv0sN52qg4PlAj1xgzjmx8UEIT7EH3qLHXesO4KyPjaGlTfz93IBg/o+vBW/pmS2OUS3IY4fb5oP91MZiGXjovDRHXOwNDMSDANsL2jAuv1lnh7WiKpqNeJ0DRfoffOmGdj+2BI8vWp8nxtjie+hVRAyKFFBSrQ4F4IXpnM7a6YmqHG8sg0nq9px2bR4Tw7Pq5msdmzNq4eDZeFgWZyq1mBHYQOMFjtumJ2Eh1aM7fPz+QV4VwYmVk+NxeGyFvx4shZ3Lkpz2fueS+ipIuZMFUnP5b+sdgfe21uKFzcX9tnE/r/bzyBAIRMWoXlJYQGYkxqG1VPj8Gt+PViW63fT36Q8PFCJeWnh2H+2Ga/tKMb6I5V47cbpmOvc8cbbX9wk7BhMCffdyd/s1HAcLGnB4dLmQe0S64nF5sDVb+5HUYMOT1yYibVL0100Su9jsNiwNa8eDMPAYnMgt6oNu840wmpncfuClH7PC1oTn0FH0wlXU3XqP2CwOqCWev+Ca2mTHvd/egx5nXaSfnD7LMSqaWFtMC6ZEoe//ZSHgjotCuq0GO/cvOJuHeW/Rt/f85KMSCzJiMS7e0rw7M/5+ORgOW6emzwiX1so/yUX9899WkIIPjtUgTd3nsXUBDUunBQLk230ZT+NNLWf9wVVaihTpUepESps+e2SLo+FBCgwLiYIBXVaHClrEUpCkQ4sy6LIGay9eW4yxsUM/JrIn3s693fqj8lqx/XvHER1mxEqhRQmmwP2Tvd4cimDjOggLMmIxMqJMfjwQDkADHodRCJhcFVWAl7dXoT9Z5tx/su78KfVE3DrvJQur2vSmfGXH04D4I4hX6BSyjA9KQQ5FW346UQtHj6v73UQb8KXuhrtQRUAmDcmHPPGhGP94Qo89U0uPjlYjnsWp42aoAKfmZsZHYRVdO4etcQ9eycjrnON0AVjuB19UxNDgAPlOERpy72y2h34zYdHsK+455/RS1vPYHK8GsvGRfX6Hu5IpV81KRZ//eE0TlS2obxZj2Q3LbrzPVXUIg6qyHoo/3WwpBnXv3NQ+HhBejiSwgLQoDGjUWdGVJAfJsQGYdeZRpyoaofObINKIUWoSgG92YZWgxUVLQZUtBjw1dGOJuvXz04c0Jj+eulEvLXzLI6Ut6CyxYg7P8zG1kcXd1nA/OP3pwBwO4JCRfzz78+c1I5mjyzLDnkyx7Isfv9tLooauAnzB/vKcOu8FAQqZajXmPCHb3Oxt7gJaRGBeOfWrCHtGLM7uMCqp0uhmKx23PTuIeRUtPX4/LM/52NqYghmOTPaekLlv9xHKmGglDEw21guqOLn/YuSj391Anm1GgQqZXjkvLG4dV6KsEuUDJw6QI6lGZHYklePjbm1IxJUsdodwsaA0Zap0tlVMxLwj435KKjTolFr7tZc2h1MPtLLZsX4jjnsW7tKuKCKs+QOBVXch782aMzeE1SpbecyVQaza380m50ahoI6LQ6XUlClJ3UaE7RmG6QSZtBBBT/54DNV1h+uQLUz20rvDHqHqxTwk0vRZrBAb7HjdI0Gp2s0Qn8XhUyCK6YPfnPpbxamos1gETao/vn700gI9cfycdHCa17aekYYz7TEkEF/DW91yZQ45FS0Ibe6zdNDGRQhUyUi0MMj8R6XTYvHn384japWI8qaDT4T/OsPn5k7NpqOhdGMgipkUKYnheJQaQsiApXIcqYrLxrLpfydqtagXmNCdLB37UoqbtDif78WY0pCCJLCApAaEYDkcNWILmg+t7EA+4qbIZMwmJEUCqmEQWKYP5ZlRuHXggZ8dbQKr2wv6jOoUudsWBvtwqBKZJAS88dEYG9xE346WYv7l7lnR76QqSLi8l98o3q+DE9RvRZ3f5QtPP/clZNx/azEHhfz71+ejp9O1EKllGHF+Cjh2GszWHCyqh1b8uqw6VQdWJarxXvZ1IFNyjOig/DSddNgtNhx47sHkVPRht+sy8bCsRGwO1ioFFKh7uvbt2T59K6RGUmhkEsZ1LabcLpGg0nx6v4/qQff5lTj604BrkatGRuOVmFSfDAeXn8cVa3cTU1erQZ//O4U1t0+e0Dv22aw4KMD5ZiVEoY/fJeLqhYjpieF4KLJsUgI9UdKhAop4SqhzNxI+PP3p5BT0QalTIKpiSGQSRgkhwdgWWYUvj9eg59za/Hq9iJ8/Js5vb5Hk47LoAsdQAkGMngquQRmmx16L6qV35uKZgOOlreCYYAfHliAtEi6wRiOi6fEYktePX7OrcWj52e4/fzNZ0sAgJ9i9AbCQlUKZEQFobBei6PlrbjQ2UTaXViWhcHCZfyJuVE9wGXQbnxoES56dQ9OVrXBZnd06tMzeo8pd+ODKgYrC4udhULq2bmew8GijjJVBmVOajg+OlCO7QX1+NPqCSM6FxQDfuEyJTxg0P1EOnqqDDyo8kU2dx/wwLJ0RKv9MDleLQQzWJZFVStXrvnnk7XYXdSIhNAA/O6CTMQM4XhX+8vxt8smgWVZ/PWH0/jwQDl+99VJXD0zAWarA2EqBTY470vmjwnHmvkpg/4a3orP9KhuM7nsPfVmGz4+WI4mrRm3zktBUrhry6VpTVahTF8qZaoI/BVSTIlXI7u8FdllLaMoqMJlqmREB3l4JMSTKKhCBuXhFWPhL5di4dgIYVITGaTE1IQQHK9sw9zntuORFRkDSuF0OFg8seEkqloNeP+2WW4rN/H54Up8f7ymS8PX+BB/vHVzFiYnDG3hdTDyazVYt78UAPDmzVk4f0J0l+ezUkLxTU41TlS24YN9pbh9QWqP71Pl7IsR5+IblEunxmFvcRM2napzW1Cl3cgtvHbOdBIbufMGx2Z3YNeZRjz25QloTDakhAfgkzvn9JmxoJRJcVVW94ZlIQEKLM6IxOKMSDx7+eQhj81fIcW/rpyCS/63F3m1GqH0Di8tUtVntoEv8FdIccHEGPx0shbv7C7BqzdMH/R7sCyLN507zh47PwNasw3v7C4RUu4BIDk8AL89LwOPfXUCOwsb8WtBPZaPi4bF5kBerQYbc2tx8eRYLoOvk3X7y/DKtqIujx0qbcGh0o4eMGkRKrx1S9aITMyOlrfgy+wqMAzwwe2zMN+ZecjLiA7Cz7m12FPUhK+yK3HNzJ6zp/iFkxi1+3dzj0YBCglajHYYRNCs/ocT1QC4m34KqAzf8nFRUMgkKGnUo7BeO6hyJ0PBLzhJJQwUo7yheFZKqDOo0uL2oIrZ5gBfVUbsQRWAa14rlTCwO1g06SyUzTgCAhUSSBjAwXIlwCJVnr29b9KbYbWzYBh43UY7b7VsXCRCAuSobDHil1O1WD0lztNDEgwn+9tVioaxcOnnXK8wDbD8V0GdBvm1GsilDO5clNqtbwvDMEgMC0BiWIBLy54zDIMnV43DjsJGVLQY8PauknOeB966Jcunsn/5dQG+9+pwsSyLh9fnYFt+AwCgXmvG/4ZwP9gXvhl5RKCSegSeIyslFNnlrThW0drrfaOr8P0GPX9u4gK+GZSpMqr5zlmZjAh/hRQPnzcWWcmhXR6/b+kYSBiAZYGXt53B8cq2ft9r0+k6fH20CgdLWvBtTrWbRsw1nOZNjAtGgEKK6jYjrn37ADYcrcLR8la8v7cUnx2qgGUQ9VYH+rWf+PokHCxw8eTYbgEVAIgK8sPjKzMBAH/7KQ+vbi+Czd51HM06M2raTWAY7obVlRZlcIupp2vau/X7cBVf6KnCl//6/Egl1rx/GE06M8bHBuObtQu8omlgZkwQPr97DlZOiMbVWQm4a1EqgpTcjfV547sfd77o3iVjAAA/nKjBsYrWQX9+Yb0WRQ06KKQS3Do/BfcsTsPctDBIGC6t/4KJ0fhu7QJcPj0edy7kgp/P/JiHL45UIOOPv+Dy1/fhnd0luH3dkW474vaf7Sj9Nzs1DJ/fNRcPLU/HssxIjI8Nhp9cgpImPa5+cz9+PFGDo+Wt+L/dJfgyu7Lb+WC4mnVmPLkhFwBw3czEbgEVAEiJUOH+ZdzP8+lvcvF/u0vg6FRP2uFgYbM7UO/MoIsJphIf7sD3VfGGTBWWZfG3H/Nw3dsH0G60QmuyCtdXlmWFDK/LqbeaSwT5ybF4bCQAYOPJWrd/PUOnJvWevkn1tKwkbo57tHzw15HBMnbKEArwgRJZUgmDyEAuyF6nMQnzyiDqu+U2DMN4VV8VvqF2nNrf42VOxSJAIcMaZx+Nf28qGHRTdXdZ++lRTPjzZnzo4ebT/MLl2KjBL1wqnfOor49WIbeqvd/X82sSyzKjugVU3C1AIcP6u+fi6qwEXDQ5BvcuGYMUZ6bFjKRQn1vE54Mq7S4KquwrbhYCKgCQXdbSx6uHhq8AQf1UuuPnTtll7p07NWhNmPnsNix6focQcPUEh4NFsbNceHoUZaqMZjTDJS5xwcQYbH10CR5en4NT1Rp8c6yq35qf7+8tFf7/fU4NbprjnoagfFmFZy6diDXzU6AxWXHPR0dxoKQZj311ostrD5Y047/XT4ODBXQmG07VtONQSTNkUgn0Fhuanbvu1i5N77YT/Vwsy+Lej48it7odan85nlo1rtfX3rskDVWtBnx6qAIvbT2DvBoNnr9mCt7fW4qtefVocTapT4tQuXy3X6zaHwmh/qhqNeJ4RRsWju2+wMpr1pkREqAYdFo6P1kKEXGmCl/+64QzYHh1VgL+eulEBCq95zSalRyGd27tyEi5bUEqjpS29BjM80WT4tW4JisBXx2twl++P43v7l8wqGN1V2EjAGDR2Ahhor/+7nlwOFhIznmfB5an44cTNShvNggBCl6L3oItefW4dGrHTkM++PDqDdOFx+eNCe/yOb/58AhyKtrw4Oc5Xd7vRGUb/nHFZNjsDujMNhyvbMPR8lYopBLozDY06SwwWGx4+Lyx/e5mtztY3PbBERQ36BARqMRjzoBuTx47PxPVrUZ8d7wG/9iYj/w6Df5yyUS8saMYX2RXwk8mFcoSJoRSUMUdApxlmLwhUyWvVoP393HX7U8OluOzQxWw2h3Y9Mhi/HNjPsqaDfCTS9y+s380uXhKDLblcyXAfuvmEmAdZZrEv7A/XDOd5W1PVWtgstrd+jMxOBdPFVKJMM8Qu2i1H+o0JtRrTNCaKKgyEtRKKVqNdq8IqpTSouOQ3LMkDV9mV6KyxYi3d5V4vHG33cFiY24dAOAvP5zGtTMTPZZNd8bZDHrsMDJVTlS24e6Ps3Hg6RW9vtZmd+D7HK6yxZUzPLNBJC7EHy9eM1X4+MHl6diWX99tQ6sv4O+1dGYbbHbHsK+B/Bz1mqwEfJNTjdp2E2rajC7t7XTW2aR+DGVkd8Mfo0UNOrQbrG7rpZtT0YZmvQXQA6/+WuzybKSBqm4zwmi1QyGVCMFPMjrRDJe4zJjIQDy+MhO3fXAEm07V4ZlLJ3ZbANCZbThS1oKCWi2yO+0APFLe4vKLXsfX5G4wVM7F72A/Of5vzUz8/cc8nKxuR5vBAruDRYPWjB9O1ODHkzVg2b7eEcitasfuJ5b1efHPLm/FgZJmKGUSfHbXHCSG9X6yZRgGf79sEibEBeOvP5zGptN12HS6rtvrpiSE9P8ND8GslDBUtVZj/9mmXoMqP5+sxQOfH8P4mGB8cucchKkGvnvHFxrV8zsv40P88YeLx2PVpBiv380bH+KP+CE0TRSzJ1eNw6bTdcitbsdPJ2sGlZp/0rmDbeY5pdLODagA3C7y/14/Hde/c0Ao3fLKddNQ1KDF6zvOYv3hCiF40m6wCjs3F3QKpHQWplLg/TWz8Lef8pBfq0GbwQqL3YEWvQWfHqrA+iOVsDv6PjEVNeiw9beL+zwud51pQG51O4KUMnxxz9w+mzBLJAz+c+00TIpX458b8/HNsWp8c6xzViH3dx3sJ6OgipvwmSoGL8hU4fsJAcALmwuF/8/4+1YA3A71Zy+fTGV+XGjF+GgopBKcHYESYEYfaZbuCklhAYgIVKJJZ8aJyjbMSev5vO0KRh/pp9JZTLASJ8BtJhAyVZR0XnAnb8pU4Zs4j5aa+q4SoJDhDxePxwOf5eCtXWdxy7zkQd1ruVqTztzl473FTR7ZpMWyLIqFEjuDD6p07kVa225Ci97S6891e0ED6jQmhKkUffY5HUkqpcylZca8SXCnzZYak63P4723MnRGix1HylpQ3KDDrwUNYBhg7bJ05NdpcKpag2MVrQNeXzpZ1QYJw/TZl5PPVBlDQeNuwgOVSItQoaRJj6MVLVg+zj3ni3ZDR2bTzsIGWO0Oj2RF8v1U0iJVPrMphgwN/faJS81NC4dcyqBBa0Zli7HLc8UNOix5fgdu/+AI/r2pAABww+xEzEkNA8tyTZPdQe+8oQtUdtywBipl+PfVU/DLw4tw4OkVOPyH8/DXSyYIJcw6v27VpBhcPysRdyxIxUMruF1DNe0m7Clq6vPrbsurBwBcNDkWE+P6790ikTC4aU4y/nv9dMQ4axCf29hzQXrvWSTDsSSDKzHya0FDr695a9dZsCy3W/mjA2UDfm+WZYWLn5h7qjy2MgP/d+tMbH9sCS6aHOv1AZXRKiJQibsXpQEAXt9R3KVkVX9OVrcBAKYMsNfS7NQwfHHPPNyxIBUb7puPy6fH4/pZSQCAAyXNaHbekN6+7jAAICpIifDA3oMYoSoFXr5uGjY9shgHf78Cx/50Ph5fmQGGQZeASpCfDKunxOL6WYm4c2GqUKaruEHXb7marXnc3/gVM+IHtMtKKmFw56I0vHD1VEQ4xx6olCGz043twrER9PfgJnymit4LSoE0aM19Pv/PKybh6h56R5GhC/aTY2kmd33+83enhRrS7mDsVP5rtGMYRsgk/PRQhVu/Fl92zZeCWfwctq7dBI2zp0ogZaq4lTcFVcooqDJkF0+OxeR4NYxWe5eKDp5Q09b1Pv4/Wwrx321F2NzDpj93qm03QWu2QSZhhnRM3bdkDN65JUsoQc1nGpzL4WDx7h6uj8l1sxKF3rHEfeRSCVTOa19vJcBMVjvWfnoUWc9uQ6WzvyyvqtWA5f/ZiVvfP4y//ZQHAFg1KQapESrMGGQZz3ajFde+fQCr/7cXN717ELvPNHabc60/XIGfc7lyrJSp0rO5zrnTB/vK3PY12py9egFAa7LhD9/m4qUthUK/m5Fyhi9LSE3qRz2a4RKX8pNLMTlejWMVbThS1oLDZS3YcroOM5JD8f3xGjTrLYgIVGBCnBqT4oLx0IqxOFbeihvfPYRt+Q0orNO6vGcIH1QJUPR9uN+2IBWrp8ZBZ7IhyE+GID95j83gdCYb3t9Xiq+PVvW5i+Wws47noj7KafXkosmxWDE+Cicq25EWqcLXR6vwr18KMDVB3aWckCstzYyEVMKgoE6Ly17bixi1H+5YkCrszmzRW3CqpqMO7c7CRjxyXsaA3rvdyO24ByAsyopRkJ981JTRErtb56fgnd0lOFOvw47CBqzopadMg9aEonodpieFwGixC4HgvnYonWtWShhmdcpsSQwLwITYYOTVarDrTCMWZ0TiWEUbAODpi3ovAdibB5aPxbWzEmG02BHkJ0eQn6zH3TgNGjO+OlqFr49Wdcu06SxbOC9FDmocV2Ul4OIpsThR2YaM6CDUtBtx2Wv74C+XDvhcQAbPmzJVGjuVeqttN0GlkOLVG6bjwNlmTE0MwUWTYz08Qt90/7J0bMmrx+GyFmSXt3Y537gSn6ni50OL+8Nx96I0/HiiBptO16HdaHXbphChl40P/dz5neF1GpNQOo3Kf7mXNwVVip2L1ikUVBk0hmFw/7J03PvJUXx4oAxrl43p8f6VZVkU1GlhstoxNSGkx4zq4apt5675SpkEZpsDBXVaFNRpwTDApocXu/x+vTf8bvCUCNWQmrT7K6RYOTEG7+wuQXZ5K5p62CDCsiwe//oEjpS1QiZhcOPspGGPmwyM2l8OvcXeY1DFanfgtg8O42AJd++yNa8eMWo/fJdTjUnxauwpakRtuwlqfzmmJKgxLiYIDzvvSaYlhuCjA+U4XaMZ0DhOVbfD5Cy1u6+4GfuKmzE+Nhj3LknDxZNjcbisBU9/y5V7Vimk/ZaBH63uXTwGX2VXYk9RE3Y774Nd7dxj5ctsrqfjtvwG/PTgQrecD3vC93PJGEKvJ+JbaIZLXG5WShiOVbTh5W1nhHIhW5xZGwEKKTY9srjL4vr89AhcODEGm07X4fPDFfjrpRMBcBOcnWcasaOgAQ0aM56/ZsqQGrTxpQdUA+h9ERGo7Hfh/8oZ8Xh/Xyl+zq2F5r1D8JNLcd/SMcKOCAAw2+w4Xc1dxDs/PlBKmRSzU7mFk3uXjMFFk2IRFawc0mRyIEICFDhvfBQ2n67Hiap2nKhqx9a8enx5zzzMTAnDgbPNYFkuc8ZkdeB0TfuA64zXa8zOryGnWu1kRKj95bhuViLe3VuKdfvLsHxcVLdMile2ncGr24vgYIHoYCXucma3ZEQHDnvxbPm4KOTVarC9oEHYfZwRHYgrpg9tF39UkF+/r7lyBtdLZv2RStS0mxAgl+LBFeldsuTajVYUORvqTU8KGfQ4/ORSIdAaqlLg4O9XQMowCPVgeQpf15Gp4vmgSoVzh+ANs5Nw6dQ4KGUSRAX7YWmmd5TI8FVTE0Nw3cxEfJFdic8OVXQJquw/24Tt+Q3YU9SIq2Yk4O7FaUPOGhPKf9F1GgAwKT4YGdGBOFOvw+bTdbh2ZqJbvg7f90/Vz8YfMeEzVeo1JqHslyfLGI0GIV4SVDFZ7ShxBlXGu7FcoS9bOSEaKeEBKGs24Jtj1bh5bteeozqzDb9ZdwSHSrmF5vPGR+PKGfH45GA51i5N77M35mDwmSrnT4jG3LRw/HCiBodLW8CywMtbz+CtW7Jc8nX6UySU/hrewiXfdL7V0H3x/sDZZnxzrBoSBvjPtVP7LNlNXCvYX46adlOPQZVfTtUJARUAeHdPCeo0JjjYjrUluZTBTw8u7PY740vFnanX9lo6rLPc6o7No5nRQahsNSC/VoOH1x/H337M43p4gKs68Pndc+ma1ouk8ADcMjcF7+8rxSvbzrglqNLm/Bv+zcJU6Ew25NVqkFvdjrxaDTafrsOqEdrkNZxeT8S3UPkv4nJ8kyo+oJIaoYJcyl3I7lsypsegxXWzuJvVn3NrhVTLD/aV4fYPjuCjA+XYdLoOO51NpAdLqOfsol1yk+LVWOYsx7GnqAlb8+rxm3VHoDV1TAZOVbfDYncgTKVAsgsaVyWFB7g9IPH81VO7XPgcLPDAZznILmvBvrNcqbPrZyUhIlABq53FqU6Tj77wjayjB7AwTIir3DgnCQzD/Y1e/sZ+bM2rF84th0tb8Mq2IqEXSr3GjGd/zgcAzB8z/JtRPoNt95lG7CtuBgAhSOouc9PCMMvZXHn3mUZsOl2H36zLhtnWscCSU8GlwCeHB7gkaywiUEkBFTcLdAbldF6QqVLYqaZ5YlgAooLpnD5SrnXOkbacroPFxh0LXx+two3/dwjv7S3FmXodnvulADmVbUP+Gh1ZvRRUAbgd4ysnxAAADnVa1HE1X2zk3rn8V4uBW4iiBSj3CvbjbunbzZ4NqhTWaeFggXCVAtHB4s1O9yS+HDTANYh/ZH1Ol5JVr2w9IwRUAGBbfj3WfnoM+8824+/OEkiuwGeqxIX44+a5yfjynnnOvn3AptN1vZbRcjU+U2Vs1PAWLvnyX60GS7fnXttRDAC4eW6yz/Yv8Vb8RjZND0GVr7IrAXD3OABXft3Bcn3PlM6NpmvmpfQYBEuPCoRcyqCtU1/LvuQ6+2o+tWocNv92MfY/tRyPnZ+BcJVCCKikhAfgl4cXUemvfty5KBUAcLyyTViHcyW+V29CqD/+ffUU/PjgQjy0PB0A8MbOsy7/ej1xOFgUN7gm4EvEz3dm8MRrzB0TjohABZp0FsxOCcOHd8yGzmxDk86Mcb2kCs9PD4dCJkGj1ozSJj2Sw1VCXVNeXbuxx8/ti8PBChfpEBeWbnjtxhn44UQNrHYH/rPlDFoNVnx9tAq3L+AuInwAaHZKmGh6Daj95fjojtlwOFg06c249q0DKGs24Jb3DgsLs4vGRqC6zYiteVxGS19lhgBgb1ET1rzP9ZNIo4ZuZASlRQbiz6sn4O8/5eFEZRvu+igb6VGBSA4LwO4i7u/zupmJuGluEi59bZ/wefN7aSQ/GNMSQxCmUqBFb8HHB8sBALNT3dfoGOAWAN9dMws/nayB1ebA85sLUacx4ccTtUKfi87nJSIOQc5MFa2Hdx/b7A5hASWTdmSNuOmJIQgNkKPVYMXpmnZMSwzB/+3m5kiJYf5C6cKNJ2uHlB0LdJRTEHPvM1fLSuFrsrsvqMLPUX0pqMKX/6rXmIU5cFgABVXcKdSfO35aDJ69VuTVcln6E+KCRXP/441umZeMAyXN+LWgAd8dr8EPJ2qwcGwkWvUWYUf9+7fNxLHyNiEgAACF9VrozDYEDqA6Q1/WH67Ae86eLp0bco+NDsKKcVHYlt+Azw9V4I+rJwzr6wwEf0wNpUl9Z6HOoErbOUGVYxWt2H+2GTIJg3uWjBnW1yCDx885zs1UqWo1YG8xt6nz2csnY837h1HdZsSk+GB8eudc2B0satuNvWbE+cmlmJ4YisPOzaH9lSM8UdUGAJjsLAEdEqDAgyvG4q7Fadh1phEmqx2LxkbSBoEBiAvxR3yIP6rbjDhe0eay7Dmepof56m0LUvHWrhLkVrcjt6odkwfYH3WoSpr0MFkdUMgkSA6nNa7RjjJViMsF+8nx44ML8cFts/D53XPhr5AiMkiJ8bG9T7CVMimmOWtTvr+vFF84S9iEBMhx2/wUAEBde99NcnuiNduE3ejBLlwoUClluGF2Em6dl4LHV3K1O//3azH+vakAa94/jNedE9xVk2Nc9jVHikTCICrID9/fvxAZ0YEwWu1wsNyu9AXpEUJgrNiZ8tiXFzYXCP9f4/w9EjJSbl+Qit1PLMM9S7jSXsUNOmwvaIDVzmJKghpPXJiJKQkhQq+ihFB/LMkcfpqyVMJgxTn9lkYikKH2l+OmOcm4bUEqHnDu2Hl56xn84+c83PLeIazbXwZAnOel0SrIWdJFY/Zspkp5iwEWmwP+cikSQv09OpbRSCJhhE0MHx0oxw8nalBYr4WfXIKfHlyE/90wHQBwoKR5yF+DL6egDqCgCm9GUigYBihrNqBJN/g56EBohEwV3/m585kqOrNNaCwcFkgLUe4UqeIW0ZsMrt8VPBinnf0XJ8RS6a/h8JNL8d6amdhw3zzMTQuDg+WykHOr28EwwO0LUrAsMwq/WZgq/L3xtufXD/vrf+HMEADQrZTOjXO4fiMbjlXBZHVvEG97fr3QE2NW6tA2DPD4zOpmXUdQRWOy4s/fnwIAXDE9HvEhNL8ZaaHOgHuLvuP3YrTY8fymQrAst9ktPSoQ392/AO/eOhPfrl0Atb8cYSoFJsap++yfsSCdW8zffLrvv4lmnRlVrUYwDLotxvvJpbhgYgwumxZPAZVBmClsSml1+Xvz89WQTvPVMJUCF07i7m8/O1zh8q/Zmc3uwBs7ubW+mcmhkI5QDxfivXxnWxTxKrFqf8SqBzcxuWxaHA6XtuCTgx0nwqtmJAgTnHpnGanBaHeedP3lUreVz7pyRgL+vakQLXoL3uyUcjg5Xo2LRdy4Vx0gx5s3Z+Gej49Cb7bhhaunwk8uFXYK5Tibb/emus2IE85U2o0PLcKEOLrBIiMvITQAT68ajwmxwfg2pxpZSaE4f2I0MqODhCDvy9dNw81zk5ESEQClzDXnietmJeKro1zjvOTwAMSoR7ZU0vWzkvDK1iJUtxnxf3tKhcfnpIZhaQb1wBCLYCW390Xj4ZIuJ5xlpTJigkasASTp6rJpcdiaV49vc6rxbU41AGD1lDio/eXCppSieh0sNseQ+q+1G7kFjRB/WjTgqf3liA/xR1WrEWVNepeUTTwXX/5rKD0DvZVKKUOQUgat2Qazs1xdbDAtVrpTRAB3S99ssMHuYD22yJNX05GpQoaHYRhkJXMVH17cXIiqViOWZkZi+bhoRAZx56JQlQJbHl2MU9Xt2HWmEW/vKsE/fs6H2eqAxmQFywKXTY9DuEqJBq0Jp6o1eOLrE/jXVVNwwcSeN9g068zCNX/jQ4u6nZuWZEQhVu2H2nYTVvxnF4L8ZMiIDsI/r5w87AyZzrbn1+Ouj7IBAKunxA6ov2BfUp27yc826bH5dB0+OViOQyUtsNgdkEsZrF2WPuwxk8FLjuBKd7209QzMNjtyKtqQXdYKi527dtw6jyuFFxmkxHkTogf13hdPicGrvxZh95lGvLC5APEhAWjWmTE1MQSLMyLRbrDiRFWbUFZ1TGSgT12LPWlcTDC+Rw1Km1xfJrDNOV9VnzNfvWF2En44UYPPD1fgbIMOGpMV189KxG3OSjKu8ruvT+LbnGowDG0aJhwKqhCvcd3MRNS1m7A1rx5FDTqEBshx9+I0IcJdN4SgCn/SDXHjzkuVUobfXzQef/3xNFLCA3Dz3GSo/eU4b3w0ZFJxJ4ONiQzEtkeXdHlsYXoE5FIGBXVafHqoXKj7yzte2YYXNxcKKbtjIlUYH0vlYohnXTYtvtc6yVIJ4/KeJzNTwvD0qnH45VQdfrPQtZO5gQhTKfDEhZn496YCZMYE4fpZSQj2l2PlhGhaFBeRYCUX5NN6MKjCsiy+dO5anZfm3jJ2pHcXTYrF7y4wYGNuLc7Ua+Enl+J+5yJQQqi/sIh9tlGH8UPYJd7Tzj8CJIYGoKrViKpWI2amuP79+X58vlT+C+BKgGmd9caD/GSUAeVmof5SyKUMrHYWdTor4oNHPjhqd7AoqOOy2CdSUMVllDIp/nBx72W2gv3kmD8mAtMTQ7Etrx5nG/V4YsNJ4flPD5VjXEwwNp2uEx675+OjKP7Hqi73qQV1Gvz7lwLsPNMIluUyzjJ7KNstlTC4bX4KnvulANXOZvYFdVrIpRL859qprviWwbIsXthcCAcLXD4tDi9cM/z3Hevse3Cisg33fHxUeDwm2A+/uyATqf2UhyLu0blXzus7OjanhqsUuG5WYq/Bv4FIjwrC/cvS8er2oi7vDQDXz0rE4bIWlDTqhcemJoQM+WuRrhLDuI0UfI9lV+I3TZ9brnZuWhgmxgXjdI0Gh8u4sq1//TEPaZGBXfoGD0d+rQbf5lRDwgBv3JQ1rOOT+A7fmsETUZNJJXhsZSYeW5kppBP7yaWI7tTwcrB+PFEDAMKOHne5cU4SrpwRD6VM4vM1hENVCizLjMKWvHq8uLkQl0yNQ7CfHBabA+v2l+KFzYWw2rmaa+NigvCvq6b4/M+EkJ7cs2SMR+sz37koDTfPTR4V5yVfFebcfWywstBb7FB5oIn4W7tKcLCkBX5yCW6cnTTiX59wJBIG9y9Lx/3L0mG22cGyEDJwGYbB+LhgHC5tQV6NZtBBlQaNSWh8HOXm+ZLY8OXuqlr7b3Q7FG29LA6IXUywn9DENamHJsLEtaQSBulhCuQ3mpHXYILB4oDJxmJStN+IXf/Lm/UwWOzwk0uQGkGNe0eav0KKz+6ai+c25qO4UYeEkADsPNOAsmYDynpo1P1NTjWunZkIm92B9Ucq8ezPeTBZuR37aZEqPHv5pF4znu5alIZgf+7ez2Cx4/nNBdhwrArNejOmxKthdbC4eW7ykMtpHSlrRUGdFgEKKZ65dBLkLtikmBoRiMggJRq1XCnHiEAl3l0zE1MT1DRH9qBFYyOwekos2o1WxKr9MDFOjUVjI5AaoXLJ7+WRFWMRpJTh+xPVCFcp4WBZ7Clqwvojld1eu3qKeCuMeJuEUO667+qgitXuEMqmhp6zWYNhGHxw2yx8fawKUUF+2HSqDtvy67Hmg8O4a1EaWJZFQmgAbpyTNORzyifOXqmrJscK5cYI8XhQ5Y033sALL7yA2tpaTJw4Ea+88goWLVrU42t37tyJZcuWdXs8Pz8f48aNc/dQyQjqXKqLL5vToDXB4WAHvMu6XmMSmuyNxE5xd5UX80Z/uXQituTVo9VgxQ3vHMTCsRH4+WStcOE8b3w0/njx+H6bwhFC3Gs0nZd8UYBcglB/KVqNdlRrrMiIGNnf56GSZvx7E9cb6/GVmUgKp8VRb9BTmcLJ8WocLm1BdnkLrspKGNT7vb27BC16C5LCArBsHJUH7IxfGKhscf1uSwBCr5YIHwtmTUsMETKWz+0xRtxjelwA8hvN+M+eBjjbSeK8MUFYOzcSKoX7M+f53heZMcFUY95DooP98Mr104WPc6vaccUb+2BzsIgOViI9KhCteivyajV4flMBShr12JJXJ+zWX5gegb9cMgFj+2kKL5EwuKHTJguHM7NkZ2EjdhY2AgC+PVaNt27JQpvBAoVMgrmp4QO+h9+ax2XVXDgxxmVZblIJgwsmRgtlxtcuHSOUziSe4yeX4rUbZ7jt/SUSBnctTsNdi9OEx97YWYznNxVCIZXg6pkJqGg2YH56OJa6oK8m4fAbUuq1JphtdpeV1+Z770gljNCPp7OoYD+sXcplca+eEovr3j6AE1XteGd3ifCaI2UteHjFWBQ36DAuNnjAWWosy2Kbs2fVtTMTh/utEB/i0aDKF198gUceeQRvvPEGFixYgLfffhurVq1CXl4ekpJ63w1ZWFiI4OCOXXiRkXQC9GVRQUpIGMBqZ9GoMwuZK/35taABDhaYmhjSa9kfMjTxIf746cGFuOndQzhdoxFupMJVCvxmUSruWzKGdv0QQogLxAXLOwVVRq43j8lqx1Pf5ALg+pt5oowdGbiF6RF4b28pdp9pAsuyg7oGb83jbhJ/f9F4CsSeQ8hUaXNPpooQVPGxRu7XzEzAd8erEaiU4TcL0/r/BDJsl08IwfazWtTrOprVbzurRW69ES9fnIDwAPfe9ufVOvupUJN6rzE5QY3vH1gAvdmOWSmhYBgGRosdF7yyGxUtBry1iyuJFOwnw20LUvHwirFDCojdvywdM5NDsTG3Fha7A/uKm1HRYsDlr+8TXnPZtDi8cPVU5Fa3I9hPhvhQfwQoej4mt+c3AABWjB9cD43+3Dw3GdvyGhAdrMT1s2lRdLS6b8kYTIgNRnK4isq+uUm4SgF/uRRGqx21bSaXbbTlM83CVIp+g7R+cim+uGcefjheg0OlLZBKgA3HqvHTyVr8dLIWABecefOmGZieFIqKFj2igvwQF+Lf43nwVLUG9RozVAop5qa5tmw4ETePBlVeeukl/OY3v8Gdd94JAHjllVewefNmvPnmm3juued6/byoqCiEhISM0CiJp8mlEsSq/VHdZkRVq2HAQZWDJc0AgCUuqqFIupoUr8Z39y/AB/tKYbE5MDFejUunxFHdbEIIcaH4YDlO15tQrbGO2Nc0Wuy479OjKG3SIybYD3+5dAIFyr3cnLQwKGQSVLcZcbZRj/SogZXfqW4zoqLFAKmEwYJ06plzrkRn6aqypoEHVSw2Bx7/6gR0Zhtevm5an6W9mnTcrsvIQN/KVEkOV2Hvk8s9PYxRRe0nxZuXJaGg0YTYIDmqNRb870Aj6nU2vLy3AX8/372lbfgm9dRPxbtMjFN3+dhfIcX6u+fi3T2l0JqsmBgXjNVT4xAxzHPQnLRwzHH2XatsMeCJr0/iaHkrwlQK1GlM+P54DX44UQPWmUalkEpw39IxeOS8sV3mF2cbdShp0kMuZbA4I2JYYzrXuJhgHPz9Cpe+JxEfhmGwNJMyKN2JYRgkhvnjTL0OZc16lwVVOjaiDOx85SeX4tpZibh2FhdEXZwRiX/9UoAmnRkKqQQakw13f3wUUgkDu4M7OcWH+OPFa6Zi3piuc2I+S2XR2EiXZd4Q3+CxoIrFYsHRo0fx1FNPdXl85cqV2L9/f5+fO336dJhMJkyYMAF//OMfeywJxjObzTCbzcLHGo1meAMnHpEYxgVVypoMyEruPzJsszuw6wyXfkyRZPdJjVDhb5dN8vQwCCHEZ8UHcwuyVe2WEfl6Zpsdaz44jMOlXB+Vl6+bhmA/CpZ7uwCFDLNTwrC3uAm7zzQOOKiys5DbETwpXo0g+j13M9b5c6xuM0JntiFQ2f+t0+4zjfjB2dPvg32leOS8jB5fpzFZ0W7kgqXR6pHLQiO+S6WQICueCwTGBcvx7PlyrP2hEkeqDdhRosPCRPcF7/KdmSqD7elERl5ciD/+fMkEt71/YlgAPr97rvDx85sK8MbOs2BZLiuGZQGt2Yb/bi/CL6dqMSYyEBnRQbhrcRq2Oxcu56SG0zWJEBEbGxWEM/U6nKnXuiyIxZeajx3inGn1lDisnhIHgMvIv+jVPShp1MPuYBEVpESz3oLqNiNufPcgFo2NRLCfDBdNjsWqSTFCUGXFeArIka48FlRpamqC3W5HdHTXtM7o6GjU1dX1+DmxsbF45513kJWVBbPZjI8//hgrVqzAzp07sXjx4h4/57nnnsMzzzzj8vGTkTUuJhgHS1pwqqa931rhjVozlr6wA3qLHQEKKWYkhY7QKAkhhBDXSg/nFsH2l+vxyfEWaEx2jIv0w5LUwH7LdJysasem/BIo5RKcPyG63+thaZMeL24uxOHSFgQpZXj/9lmYlUIbE8RicUYE9hY3YdeZRtwxgHJtH+wrxTM/5gEAFqW7dkewrwhVKRAdrES9xoxT1e2Ym9Z/Ns/uokbh/58dqsANs5MQplIIjVGrWg0w2xw4Wt4KgCtzS4FL4g5JIQrcMCUUH+W04L/7GxCwOAITQvvPOtSYrHjsyxNIDgvA4xdk9lsW0GS1o8FZliWNyumQczy+MhOzU8PgYFksTI+EQibB+sMV+PP3p52Lrjr8cqoO7+4pgcXuAACcRwuXhIjauJgg/Jxbi5NV7QP+nP1nm8CyQGZMENT+8i7zJo3Rhn3OXm1jIod/nfGTS/H1vfOxt7gJY6MCMT42GAaLDY99eQK/nKrDbucG7Z9O1iJcpUCz3gIJA+o9SLrxeKP6c8tJ9FUHOjMzE5mZmcLH8+bNQ2VlJV588cVegypPP/00Hn30UeFjjUaDxESqoSk2UxK41GW+d0dfvsyuhN5iBwDcuTCV6oMTQggRrSnR/ghWSqAxO/BxTgsA4Pv8drx+sBHnpwfh1hnhCJB3bUJstDrwerYGu8qzhcfe3HkWKeEBePqi8bhgYkyX17Msi08OVeDvP+bBYneAYYCXrptGARWRWZIRhX9uLMCh0maYrPY+5z8OB4uXt54BwJVhuWFO770MR7vZqeH48UQN9p9tFoIqbQYL9hU3Y1I8V5e9sz1FTcL/G7RmzPnndgQopEgMDYDRakdFS9dSYrSzn7jT1ZNCcKreiGM1Rvx9ZyOeXxGGyf18zlfZVUKvpfw6Dd5bM6vP80ltuwkA4C+XIoTKAJNzSCTdyy1dPzsJM1PCsK+4CRabA+v2l6G6jduFHqSU4VLqh0qIqM1O5e4hDpY0C2u8dgeL7LIWVLQYcMGkmC4bSiqaDbj53UNwVuEakXlTmEqBS6fGCR8HKGR446YZ2FHYgPJmA2rajPhgXxma9Vy1gAsnxQy7VCLxPR4LqkREREAqlXbLSmloaOiWvdKXuXPn4pNPPun1eaVSCaWSDnyx48tYlDbp+31tTgW38++JCzOxdmm6W8dFCCGEuJNCJsGfl8fio5xmyCUMIgPl2Fumg87iwLd57fj1rBarMtXIiFAiKy4ADXob/r2rAcUtFjAAVk2OgcXG4teCepQ1G3DPx0exalIMZqaEIdhPhqtmJOCNncV4cQu3wJ6VHIonLsgUaqMT8ciIDkRMsB/qNCYcLm3B4j56yp1t1EFjskEhlSD3mZVUH7oPC8Y4gyrFTVg9JRav7yjGzydrYXOwiA5W4scHFiLK2e+vvFmP0iY9ZBIGT60ah39uzIeDBQwWOwrrtcJ7Shju5j0qWImnVo3z1LdGRgGlTIJnzovDAz9UorzNgveOa3HRgr4/J7usRfj/vuJmfJVdiVvmpfT6+lrnYnhciB/13yIDlh4VKNzjXzYtDq9sL0KgUoYrpscjTKXw8OgIIcMxLSkEfnIJmnQWHClrRWGdBv/dXiz0RfnueDU+vH02ZM5slP1nm4SACtB93iSTMJBLJVg2LlIo4eUODMNg+biO9ej56RH4JbcWaZGBuIk2IJEeeCyoolAokJWVha1bt+KKK64QHt+6dSsuu+yyAb9PTk4OYmPd23iPeB7f3KpRa4bWZO21xirLsjhe2QYAAyrRQAghhHi7yTH+eGFVR+nLh+ZFYmuxFp+daEG9zob1J1uF5yQM4GCBIAWDt26agQWZXFZKu9GKf/6cjy+PVuKXU3X45RS3qeXP35+G0cpldz52fgYeWJ5Oi2IixTBcY98vs6uwt7ipz6BKjnOuND0phAIq/Zg/hiuNll3eipUv7+7yXL3GjCc2nMT42GDUt5twtlEHAJg3Jhx3LkrDRZNjoVLIUKsxolFrhtFix4zkUISrFPR3RkaMQsrgL8tjcNe3FTjdaMWxijbMz4jp9fVlzdyu4NmpYThc2oJ395bixjnJvZacrBaCKv6uHzwZFaKC/fDPK/rLoSKEiIVSJsWslDDsKWrCtW8fEB7n71P2FTfjP1vPQCZhUNliwHfHuV50N8xOxFMXju82b/JUhsiyzCgsc1FPGOKbPFr+69FHH8Utt9yCmTNnYt68eXjnnXdQUVGBe++9FwBXuqu6uhofffQRAOCVV15BSkoKJk6cCIvFgk8++QQbNmzAhg0bPPltkBEQ7CdHRKASTTozypoMmOwsB3au8mYDmnQWyKUMJlA5BUIIIT5IKmFwYUYwlo8JwrZiDfIbTdhZooPFzsLBAnMT/HHzxABkJYcIn6P2l+PfV0/BbQtS8GV2JXadaURJox5GK9d/7OEVY3HPkjGe+6aIS2Qlh+LL7CqhaXRvjpZxgbhpSSEjMCpxSwoPQFJYgFB+YtHYCDxy3lhIGAZXvLEfOwsbsbOwscvn3L+My5TmF5nVAXKM630NmxC3i1crsCJNhS1n9Xh7T1mvQRWWZVHezFUG+PPqCbj5vUMobzZgb3ETlvQSqOXLf8WpKahCCCGEszA9QiiJGhogx31Lx+C2+an4cH8Z/rExH2/uPNvl9QEKKX53wTioA+Q0byKi4dGgynXXXYfm5mb87W9/Q21tLSZNmoSNGzciOTkZAFBbW4uKigrh9RaLBY8//jiqq6vh7++PiRMn4ueff8ZFF13kqW+BjKC0CBWadGaUNOm6BFUatWa8tPUMmnRmof7vjKRQ6qVCCCHEpymkDC7KVOOiTDXumhWB7CoDEtVyJAdLYDKZevyc8bHB+MslEwEA+bUaFNZpsSA9ApFBVCrVF4yJ5EqpnG3QdXtuY24tvsupht5iw77iZgDAPMrqHZB/XTkZL287gyumJ+DGTuUfHlqejld/LUa4SgGFTAIHy+KexWMoW5p4pasmBmPrWT12FTXjVHU7JsV336TWqDPDYLFDwgBjowNx4cQYrD9SiU2n6noNqtRQpgohhJBz3Dw3GSer28EA+McVk6H256rN3LYgBfl1GnxzrBpBfjLEh/ijTmPCM5dOpNJ/RHQ83qh+7dq1WLt2bY/PrVu3rsvHTzzxBJ544okRGBXxRhPignG4rAXb8huQW9WOnWcaYXewaDda0eJsHsW7ZKr76iwSQggh3iZYKcXyMUEAuE0oAzE+NpiaZPuYjJggyKUMatpN+PpoFb4+WomaNhOUMgmKzgm0RAYpafF/gOanR2B+ekS3x397fgYumx6P+BB/2sxDvF5ckBzzE5XYV2nGPR8fxcvXTROaCfPKnaW/4kL8oZRJccnUOKw/UonPD1dAZ7bhn1dM6laGuYbPVAnxG5lvhBBCiNdTKWV4/cYZ3R6XSyV46dppeHjFWISpFL2W9idEDDweVCFkoC6dFod1+8vw44mabs9FBCqxZl4ygv3lUMokuHZmogdGSAghhBDiOcF+cizLjMKWvHo8/tWJbs+fNz4aizMiYLLasWhsJAUCholhGCE7iBAxuGFCIM60sqhuM+Khz3Ow83dLu5wH+KBKSjjXz3JBegTWLh2DN3aexY8nahDkJ+vW+4IyVQghhAxWsvM6Q4iYUVCFiMb0xBBMSVDjZFU7AODR8zMwKyUMNocDM5JCoVLS4UwIIYSQ0e3WeSnY4iyHGq5S4PWbZsBotSMm2I8ykwgZ5aIDpfhh7Vxc8dZh1GlMeH1HMR5bmSk8z/dTSQ4PEB574sJxmByvxn2fHsPnhytwTVYCpieFAuB6sFBQhRBCCCGjkcTTAyBkoBiGwes3zkB6VCCunBGP+5elY96YcCwaG0kBFUIIIYQQAAvHRuDJC8chPsQf/71+OuamhWNZZhQFVAghALiGwX9aPQEA8L9fi/FtTpXwXLGzTGDnoAoArJociyunx4NlgTvWHUFlC5fRUtVqhMFih1zKIJ6CKoQQQggZRWglmohKYlgAtv52MRiG8fRQCCGEEEK80n1Lx+DeJWk0XyKE9OiiyTG4bmYivsiuxO+/OYUZSaH4LqcGv5yqAwAhE6WzP1w8Hieq2nC2UY8nvj6JP64ejwc/ywEApEcFQSGj/ZqEEEIIGT1o5kNEhxYICCGEEEL6RvMlQkhvGIbBc1dOxuR4NYxWO5a8sBMvbzsDAEgI9ceMHoIq4YFKrLt9NiQMcKCkGRe/uhclTVy5sKWZkSM6fkIIIYQQT6OgCiGEEEIIIYQQMopIJAzuXJTa5TG1vxwvXzcNUknPQdnEsABcNDm2y2OXTo3DPYvT3DZOQgghhBBvROW/CCGEEEIIIYSQUeayafEAgPWHK3HDnCRcOjWu38958ZqpSAwLQEGtBn+4eALSowLdPUxCCCGEEK9DQRVCCCGEEEIIIWQUumxavBBcGQg/uRRPXjjOjSMihBBCCPF+VP6LEEIIIYQQQgghhBBCCCFkACioQgghhBBCCCGEEEIIIYQQMgAUVCGEEEIIIYQQQgghhBBCCBkACqoQQgghhBBCCCGEEEIIIYQMAAVVCCGEEEIIIYQQQgghhBBCBoCCKoQQQgghhBBCCCGEEEIIIQNAQRVCCCGEEEIIIYQQQgghhJABkHl6ACONZVkAgEaj8fBICCGEkFHMYgB0esBgBWQKT49GYLJYodO2wyRhIJNJuz5ptwEOGyBvBaTeM+Zz2Ww22Gw2aDQaWCwWTw+HEEIGT6sFDBbA0grIzJ4eTTcmO6DTMjAxgIzfpmg3Aw4r0NoGGFlPDq9HdG0ghBBCCOkbHy/g4wd9GXVBFa1WCwBITEz08EgIIYQQQgghhPiWtzw9AEIIIYQQMgxarRZqtbrP1zDsQEIvPsThcKCmpgZBQUFgGMbTw/EqGo0GiYmJqKysRHBwsKeHQ8ig0PFLxIyOXyJ2dAwTMaPjl4gZHb9EzOj4JWJGxy8ROzqGu2NZFlqtFnFxcZBI+u6aMuoyVSQSCRISEjw9DK8WHBxMf0xEtOj4JWJGxy8ROzqGiZjR8UvEjI5fImZ0/BIxo+OXiB0dw131l6HCo0b1hBBCCCGEEEIIIYQQQgghA0BBFUIIIYQQQgghhBBCCCGEkAGgoAoRKJVK/OUvf4FSqfT0UAgZNDp+iZjR8UvEjo5hImZ0/BIxo+OXiBkdv0TM6PglYkfH8PCMukb1hBBCCCGEEEIIIYQQQgghQ0GZKoQQQgghhBBCCCGEEEIIIQNAQRVCCCGEEEIIIYQQQgghhJABoKAKIYQQQgghhBBCCCGEEELIAFBQhRBCCCGEEEIIIYQQQgghZAAoqEIAAG+88QZSU1Ph5+eHrKws7Nmzx9NDIgR//etfwTBMl38xMTHC8yzL4q9//Svi4uLg7++PpUuX4vTp013ew2w248EHH0RERARUKhUuvfRSVFVVjfS3QkaB3bt345JLLkFcXBwYhsF3333X5XlXHa+tra245ZZboFaroVarccstt6Ctrc3N3x3xdf0dv7fddlu38/HcuXO7vIaOX+Ipzz33HGbNmoWgoCBERUXh8ssvR2FhYZfX0DmYeKuBHL90Dibe7M0338SUKVMQHByM4OBgzJs3D7/88ovwPJ1/iTfr7/il8y8Rk+eeew4Mw+CRRx4RHqNzsPtQUIXgiy++wCOPPII//OEPyMnJwaJFi7Bq1SpUVFR4emiEYOLEiaitrRX+5ebmCs89//zzeOmll/Daa6/hyJEjiImJwfnnnw+tViu85pFHHsG3336L9evXY+/evdDpdFi9ejXsdrsnvh3iw/R6PaZOnYrXXnutx+dddbzeeOONOH78ODZt2oRNmzbh+PHjuOWWW9z+/RHf1t/xCwAXXnhhl/Pxxo0buzxPxy/xlF27duH+++/HwYMHsXXrVthsNqxcuRJ6vV54DZ2DibcayPEL0DmYeK+EhAT861//QnZ2NrKzs7F8+XJcdtllwqIdnX+JN+vv+AXo/EvE4ciRI3jnnXcwZcqULo/TOdiNWDLqzZ49m7333nu7PDZu3Dj2qaee8tCICOH85S9/YadOndrjcw6Hg42JiWH/9a9/CY+ZTCZWrVazb731FsuyLNvW1sbK5XJ2/fr1wmuqq6tZiUTCbtq0ya1jJ6MbAPbbb78VPnbV8ZqXl8cCYA8ePCi85sCBAywAtqCgwM3fFRktzj1+WZZl16xZw1522WW9fg4dv8SbNDQ0sADYXbt2sSxL52AiLucevyxL52AiPqGhoey7775L518iSvzxy7J0/iXioNVq2bFjx7Jbt25llyxZwj788MMsy9Ic2N0oU2WUs1gsOHr0KFauXNnl8ZUrV2L//v0eGhUhHYqKihAXF4fU1FRcf/31KCkpAQCUlpairq6uy7GrVCqxZMkS4dg9evQorFZrl9fExcVh0qRJdHyTEeWq4/XAgQNQq9WYM2eO8Jq5c+dCrVbTMU3cbufOnYiKikJGRgbuuusuNDQ0CM/R8Uu8SXt7OwAgLCwMAJ2Dibice/zy6BxMxMBut2P9+vXQ6/WYN28enX+JqJx7/PLo/Eu83f3334+LL74Y5513XpfH6RzsXjJPD4B4VlNTE+x2O6Kjo7s8Hh0djbq6Og+NihDOnDlz8NFHHyEjIwP19fV49tlnMX/+fJw+fVo4Pns6dsvLywEAdXV1UCgUCA0N7fYaOr7JSHLV8VpXV4eoqKhu7x8VFUXHNHGrVatW4ZprrkFycjJKS0vxpz/9CcuXL8fRo0ehVCrp+CVeg2VZPProo1i4cCEmTZoEgM7BRDx6On4BOgcT75ebm4t58+bBZDIhMDAQ3377LSZMmCAsttH5l3iz3o5fgM6/xPutX78ex44dw5EjR7o9R3Ng96KgCgEAMAzT5WOWZbs9RshIW7VqlfD/yZMnY968eRgzZgw+/PBDoTncUI5dOr6Jp7jieO3p9XRME3e77rrrhP9PmjQJM2fORHJyMn7++WdceeWVvX4eHb9kpD3wwAM4efIk9u7d2+05OgcTb9fb8UvnYOLtMjMzcfz4cbS1tWHDhg1Ys2YNdu3aJTxP51/izXo7fidMmEDnX+LVKisr8fDDD2PLli3w8/Pr9XV0DnYPKv81ykVEREAqlXaLLDY0NHSLZBLiaSqVCpMnT0ZRURFiYmIAoM9jNyYmBhaLBa2trb2+hpCR4KrjNSYmBvX19d3ev7GxkY5pMqJiY2ORnJyMoqIiAHT8Eu/w4IMP4ocffsCOHTuQkJAgPE7nYCIGvR2/PaFzMPE2CoUC6enpmDlzJp577jlMnToV//3vf+n8S0Sht+O3J3T+Jd7k6NGjaGhoQFZWFmQyGWQyGXbt2oVXX30VMplMOL7oHOweFFQZ5RQKBbKysrB169Yuj2/duhXz58/30KgI6ZnZbEZ+fj5iY2ORmpqKmJiYLseuxWLBrl27hGM3KysLcrm8y2tqa2tx6tQpOr7JiHLV8Tpv3jy0t7fj8OHDwmsOHTqE9vZ2OqbJiGpubkZlZSViY2MB0PFLPItlWTzwwAP45ptv8OuvvyI1NbXL83QOJt6sv+O3J3QOJt6OZVmYzWY6/xJR4o/fntD5l3iTFStWIDc3F8ePHxf+zZw5EzfddBOOHz+OtLQ0Oge7k4sb3xMRWr9+PSuXy9n33nuPzcvLYx955BFWpVKxZWVlnh4aGeUee+wxdufOnWxJSQl78OBBdvXq1WxQUJBwbP7rX/9i1Wo1+80337C5ubnsDTfcwMbGxrIajUZ4j3vvvZdNSEhgt23bxh47doxdvnw5O3XqVNZms3nq2yI+SqvVsjk5OWxOTg4LgH3ppZfYnJwctry8nGVZ1x2vF154ITtlyhT2wIED7IEDB9jJkyezq1evHvHvl/iWvo5frVbLPvbYY+z+/fvZ0tJSdseOHey8efPY+Ph4On6JV7jvvvtYtVrN7ty5k62trRX+GQwG4TV0Dibeqr/jl87BxNs9/fTT7O7du9nS0lL25MmT7O9//3tWIpGwW7ZsYVmWzr/Eu/V1/NL5l4jRkiVL2Icfflj4mM7B7kNBFcKyLMu+/vrrbHJyMqtQKNgZM2awu3bt8vSQCGGvu+46NjY2lpXL5WxcXBx75ZVXsqdPnxaedzgc7F/+8hc2JiaGVSqV7OLFi9nc3Nwu72E0GtkHHniADQsLY/39/dnVq1ezFRUVI/2tkFFgx44dLIBu/9asWcOyrOuO1+bmZvamm25ig4KC2KCgIPamm25iW1tbR+i7JL6qr+PXYDCwK1euZCMjI1m5XM4mJSWxa9as6XZs0vFLPKWnYxcA+8EHHwivoXMw8Vb9Hb90Dibe7o477hDWEiIjI9kVK1YIARWWpfMv8W59Hb90/iVidG5Qhc7B7sOwLMuOXF4MIYQQQgghhBBCCCGEEEKIOFFPFUIIIYQQQgghhBBCCCGEkAGgoAohhBBCCCGEEEIIIYQQQsgAUFCFEEIIIYQQQgghhBBCCCFkACioQgghhBBCCCGEEEIIIYQQMgAUVCGEEEIIIYQQQgghhBBCCBkACqoQQgghhBBCCCGEEEIIIYQMAAVVCCGEEEIIIYQQQgghhBBCBoCCKoQQQgghhBBCCCGEEEIIIQNAQRVCCCGEEEIIIYQQQgghhJABoKAKIYQQQgghhBBCCCGEEELIAFBQhRBCCCGEEEIIIYQQQgghZAAoqEIIIYQQQgghhBBCCCGEEDIA/w/6iBmdfbi8XAAAAABJRU5ErkJggg==", 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" ] @@ -171,20 +158,19 @@ ], "source": [ "fig, axes=plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0})\n", - "axes[0].axvspan(discord_idx2, discord_idx2+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", - "axes[0].axvspan(discord_nn_idx2, discord_nn_idx2+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", + "axes[0].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", + "axes[0].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", "axes[0].axvspan(1280, 1290+m, color=\"grey\", alpha=0.3, label=\"desired discords\")\n", "axes[0].axvspan(2400, 2400+m, color=\"grey\", alpha=0.3)\n", - "axes[0].plot(T_p)\n", - "axes[1].axvspan(discord_idx2, discord_idx2+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", - "axes[1].axvspan(discord_nn_idx2, discord_nn_idx2+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", + "axes[0].plot(T)\n", + "axes[1].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", + "axes[1].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", "axes[1].axvspan(1280, 1290+m, color=\"grey\", alpha=0.3, label=\"desired discords\")\n", "axes[1].axvspan(2400, 2400+m, color=\"grey\", alpha=0.3)\n", - "axes[1].plot(MP_PP2[:, 0])\n", + "axes[1].plot(mp[:, 0])\n", "axes[0].legend()\n", - "axes[1].legend(loc=2)\n", "axes[0].set_title(\"Matrix Profile with whole dataset\")\n", - "axes[0].set_ylabel(\"T(+)\")\n", + "axes[0].set_ylabel(\"T\")\n", "axes[1].set_ylabel(\"Matrix Profile\")\n", "plt.show()" ] @@ -199,12 +185,53 @@ "=> Because, desired discords have similar nearest_neighbor.\n", "\n", "How can we find those 2 anormaly behaviors from the dataset. Those specification is followings.\n", - "1. Those have close nearest neighbor in same data **(T+)**.\n", - "2. Those is far from its nearest neighbor in **zero-instance of interest** **(T-)**.\n", + "- Those have close nearest neighbor in same data .\n", + "- Those is far from its nearest neighbor in **zero-instance of interest**.\n", "\n", "This is exactly the property we desire.\n", + "In other words, we need to prepare two following dataset.\n", + "- **𝐓(+)**: contains **at least two instances** that are unique to the phenomena of interest. (It also include regular, obvious patterns.)\n", + "- **𝐓(−)**: contains **zero instances of interest**. \n", "\n", - "We call this property(our interest) **Contrast**, and the vector that represents it the **Contrast Profile**. \n" + "Take a look at the plot below to confirm the condictions.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "T_p = df.values[:, 1] # T(+)\n", + "T_n = df.values[:, 0] # T(-)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes=plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0})\n", + "axes[0].axvspan(1280, 1290+m, color=\"grey\", alpha=0.3, label=\"desired discords\")\n", + "axes[0].axvspan(2400, 2400+m, color=\"grey\", alpha=0.3)\n", + "axes[0].plot(T_p)\n", + "axes[1].plot(T_n)\n", + "axes[0].set_ylabel(\"T(+)\")\n", + "axes[1].set_ylabel(\"T(-)\")\n", + "axes[0].legend()\n", + "plt.show()" ] }, { @@ -212,7 +239,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Loading the ECG data\n", + "We call these type of discoreds property (our interest) **Contrast**, and the vector that represents it the **Contrast Profile**. \n", + "\n", + "## Loading the ECG data for Contrast Profile\n", "We proposed to compute the Contrast Profile **only when we belive that the two following assumptions are likely to be true:**\n", "- 𝐓(+): contains **at least two instances** that are unique to the phenomena of interest. \n", "- 𝐓(−): contains **zero instances of interest**. \n", @@ -223,7 +252,7 @@ }, { "cell_type": "code", - "execution_count": 92, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -272,7 +301,7 @@ "1 34.0 -8.0" ] }, - "execution_count": 92, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -284,15 +313,15 @@ }, { "cell_type": "code", - "execution_count": 90, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ - "T_neg = ecg_df.iloc[:, 0].values # T(-)\n", - "T_pos = ecg_df.iloc[:, 1].values # T(+)\n", + "T_n = ecg_df.iloc[:, 0].values # T(-)\n", + "T_p = ecg_df.iloc[:, 1].values # T(+)\n", "\n", "m = 128\n", - "idx_desired0, idx_desired1 = 550, 2030" + "desired0_idx, desired1_idx = 550, 2030" ] }, { @@ -309,7 +338,7 @@ }, { "cell_type": "code", - "execution_count": 94, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -325,10 +354,10 @@ ], "source": [ "fig, axis = plt.subplots(2, 1, gridspec_kw={\"hspace\":0})\n", - "axis[0].plot(T_pos, linewidth=1)\n", - "axis[1].plot(T_neg, linewidth=1)\n", - "axis[0].axvspan(idx_desired0, idx_desired0+m, color=\"grey\", alpha=0.4, label=\"desired instances\")\n", - "axis[0].axvspan(idx_desired1, idx_desired1+m, color=\"grey\", alpha=0.4)\n", + "axis[0].plot(T_p, linewidth=1)\n", + "axis[1].plot(T_n, linewidth=1)\n", + "axis[0].axvspan(desired0_idx, desired0_idx+m, color=\"grey\", alpha=0.4, label=\"desired instances\")\n", + "axis[0].axvspan(desired1_idx, desired1_idx+m, color=\"grey\", alpha=0.4)\n", "axis[0].set_ylabel(\"T(+)\")\n", "axis[1].set_ylabel(\"T(-)\")\n", "axis[0].legend(loc=1)\n", @@ -351,26 +380,26 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## What can Matrix Profile find?\n", + "## What can Matrix Profile(self-join) find?\n", "Let's demonstrate which kind of motifs/discords self-join Matrix Profile for T(+) can find." ] }, { "cell_type": "code", - "execution_count": 93, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ - "MP_PP = stumpy.stump(T_pos, m)\n", - "idx_motif = np.argmin(MP_PP[:, 0])\n", - "idx_motif_nn = MP_PP[idx_motif, 1]\n", - "idx_discord = np.argmax(MP_PP[:, 0])\n", - "idx_discord_nn = MP_PP[idx_discord, 1]" + "MP_PP = stumpy.stump(T_p, m)\n", + "motif_idx = np.argmin(MP_PP[:, 0])\n", + "motif_nn_idx = MP_PP[motif_idx, 1]\n", + "discord_idx = np.argmax(MP_PP[:, 0])\n", + "discord_nn_idx = MP_PP[discord_idx, 1]" ] }, { "cell_type": "code", - "execution_count": 116, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -386,13 +415,13 @@ ], "source": [ "fig, axes = plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0.0})\n", - "axes[0].plot(T_pos, linewidth=1)\n", + "axes[0].plot(T_p, linewidth=1)\n", "axes[1].plot(MP_PP[:, 0], linewidth=1)\n", "\n", - "axes[0].axvspan(idx_motif, idx_motif+m, color=\"C2\", alpha=0.5, label=\"motif\")\n", - "axes[1].axvspan(idx_motif, idx_motif+m, color=\"C2\", alpha=0.5)\n", - "axes[0].axvspan(idx_motif_nn, idx_motif_nn+m, color=\"C2\", alpha=0.2, label=\"motif_nn\")\n", - "axes[1].axvspan(idx_motif_nn, idx_motif_nn+m, color=\"C2\", alpha=0.2)\n", + "axes[0].axvspan(motif_idx, motif_idx+m, color=\"C2\", alpha=0.5, label=\"motif\")\n", + "axes[1].axvspan(motif_idx, motif_idx+m, color=\"C2\", alpha=0.5)\n", + "axes[0].axvspan(motif_nn_idx, motif_nn_idx+m, color=\"C2\", alpha=0.2, label=\"motif_nn\")\n", + "axes[1].axvspan(motif_nn_idx, motif_nn_idx+m, color=\"C2\", alpha=0.2)\n", "axes[0].set_ylabel(\"T(+)\")\n", "axes[1].set_ylabel(\"Matrix Profile\")\n", "axes[0].legend(loc=1)\n", @@ -402,7 +431,7 @@ }, { "cell_type": "code", - "execution_count": 117, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -418,17 +447,17 @@ ], "source": [ "fig, axis = plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0.0})\n", - "axis[0].plot(T_pos, linewidth=0.5)\n", + "axis[0].plot(T_p, linewidth=0.5)\n", "axis[1].plot(MP_PP[:, 0], linewidth=0.5)\n", - "axis[0].axvspan(idx_desired0, idx_desired0+m, color=\"grey\", alpha=0.4, label=\"desired instances\")\n", - "axis[1].axvspan(idx_desired0, idx_desired0+m, color=\"grey\", alpha=0.4)\n", - "axis[0].axvspan(idx_desired1, idx_desired1+m, color=\"grey\", alpha=0.4)\n", - "axis[1].axvspan(idx_desired1, idx_desired1+m, color=\"grey\", alpha=0.4)\n", + "axis[0].axvspan(desired0_idx, desired0_idx+m, color=\"grey\", alpha=0.4, label=\"desired instances\")\n", + "axis[1].axvspan(desired0_idx, desired0_idx+m, color=\"grey\", alpha=0.4)\n", + "axis[0].axvspan(desired1_idx, desired1_idx+m, color=\"grey\", alpha=0.4)\n", + "axis[1].axvspan(desired1_idx, desired1_idx+m, color=\"grey\", alpha=0.4)\n", "\n", - "axis[0].axvspan(idx_discord, idx_discord+m, color=\"C1\", alpha=0.5, label=\"motif\")\n", - "axis[1].axvspan(idx_discord, idx_discord+m, color=\"C1\", alpha=0.5)\n", - "axis[0].axvspan(idx_discord_nn, idx_discord_nn+m, color=\"C1\", alpha=0.2, label=\"motif_nn\")\n", - "axis[1].axvspan(idx_discord_nn, idx_discord_nn+m, color=\"C1\", alpha=0.2)\n", + "axis[0].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5, label=\"motif\")\n", + "axis[1].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5)\n", + "axis[0].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2, label=\"motif_nn\")\n", + "axis[1].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2)\n", "axis[0].set_ylabel(\"T(+)\")\n", "axis[1].set_ylabel(\"Matrix Profile\")\n", "axis[0].legend(loc=1)\n", From 6fef3efc6a8a38769376c10c0a0867526cb3fd13 Mon Sep 17 00:00:00 2001 From: ken Date: Fri, 24 Mar 2023 00:29:08 +0900 Subject: [PATCH 10/14] fix md --- docs/Tutorial_Contrast_Profile2.ipynb | 94 +++++++++++++++------------ 1 file changed, 51 insertions(+), 43 deletions(-) diff --git a/docs/Tutorial_Contrast_Profile2.ipynb b/docs/Tutorial_Contrast_Profile2.ipynb index e7b0cabb7..613b5a682 100644 --- a/docs/Tutorial_Contrast_Profile2.ipynb +++ b/docs/Tutorial_Contrast_Profile2.ipynb @@ -15,18 +15,18 @@ "dataset can be represented by the [Matrix Profile](https://stumpy.readthedocs.io/en/latest/Tutorial_The_Matrix_Profile.html). \n", "\n", "Time series **motifs** refer to two particularly **close** subsequences, \n", - "whereas time series **discords** indicate subsequences that are **far** from their nearest neighbors. \n", + "whereas time series **discords** indicate subsequences that are **far** from their nearest neighbors (**anomaly**). \n", "\n", - "If a dataset has **more than one discords**, we have to know how those discords are calculated in Matrix Profile. \n", + "If a dataset has similar **more than one discords**, we should know how those discords are calculated in Matrix Profile. \n", "\n", - "Let's demonstrate it with ECG data in followoing condition .\n", - "- Matrix Profile on the first half of dataset which has **1 anomaly**.\n", - "- Matrix Profile on whole dataset which has **2 similar anomalies**." + "Let's demonstrate it with ECG data in followoing condition . \n", + "[1]. Matrix Profile on the first half of dataset which has **1 anomaly**. \n", + "[2]. Matrix Profile on whole dataset which has **2 similar anomalies**." ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 29, "metadata": {}, "outputs": [], "source": [ @@ -42,14 +42,22 @@ "m = 128 # window size as an example" ] }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's see the entire dataset in the begining." + ] + }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 30, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -61,7 +69,7 @@ "source": [ "plt.figure(figsize=(20, 3))\n", "plt.plot(T)\n", - "plt.axvspan(1280, 1290+m, color=\"grey\", alpha=0.3, label=\"desired discords\")\n", + "plt.axvspan(1280, 1290+m, color=\"grey\", alpha=0.3, label=\"similar anomalies\")\n", "plt.axvspan(2400, 2400+m, color=\"grey\", alpha=0.3)\n", "plt.legend()\n", "plt.show()" @@ -72,13 +80,13 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "You can see two presence of novel patterns(PVCs) as discords. Those are target we try to find.\n", - "##### 1. Matrix Profile with **the first half** of dataset (which has 1 anomaly behavior.)" + "You can see two presence of novel patterns(PVCs) as smilar anomalies. Those are target we try to find.\n", + "##### [1]. Matrix Profile with **the first half** of dataset (which has 1 anomaly behavior.)" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -89,7 +97,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 32, "metadata": {}, "outputs": [ { @@ -126,12 +134,12 @@ "metadata": {}, "source": [ "We can find clealy the discord by Matrix profile. It indicate the discord in Matrix profile by far.\n", - "##### 2. Matrix Profile with **whole dataset** (which has 2 anomaly behaviors.)" + "##### [2]. Matrix Profile with **whole dataset** (which has 2 anomaly behaviors.)" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 33, "metadata": {}, "outputs": [], "source": [ @@ -142,12 +150,12 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 34, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -160,12 +168,12 @@ "fig, axes=plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0})\n", "axes[0].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", "axes[0].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", - "axes[0].axvspan(1280, 1290+m, color=\"grey\", alpha=0.3, label=\"desired discords\")\n", + "axes[0].axvspan(1280, 1290+m, color=\"grey\", alpha=0.3, label=\"similar anomalies\")\n", "axes[0].axvspan(2400, 2400+m, color=\"grey\", alpha=0.3)\n", "axes[0].plot(T)\n", - "axes[1].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", - "axes[1].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", - "axes[1].axvspan(1280, 1290+m, color=\"grey\", alpha=0.3, label=\"desired discords\")\n", + "axes[1].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5)\n", + "axes[1].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2)\n", + "axes[1].axvspan(1280, 1290+m, color=\"grey\", alpha=0.3)\n", "axes[1].axvspan(2400, 2400+m, color=\"grey\", alpha=0.3)\n", "axes[1].plot(mp[:, 0])\n", "axes[0].legend()\n", @@ -180,16 +188,16 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Matrix profile indicate slided wrong place as discords. \n", + "Matrix profile indicates slided wrong place as discords. \n", "Most important thing is Matrix profile also doesn't indicate remarkable distance for the discord. \n", - "=> Because, desired discords have similar nearest_neighbor.\n", + "=> Because similar anomalies are nearest neighbor relationship.\n", "\n", - "How can we find those 2 anormaly behaviors from the dataset. Those specification is followings.\n", - "- Those have close nearest neighbor in same data .\n", - "- Those is far from its nearest neighbor in **zero-instance of interest**.\n", + "We find those similar anomalies from the dataset with those following specification.\n", + "- Those have close nearest neighbor in same data.\n", + "- Each those segment is far from its nearest neighbor in **zero-instance of interest** (data without anomaly).\n", "\n", "This is exactly the property we desire.\n", - "In other words, we need to prepare two following dataset.\n", + "In other words, we need to prepare two following data.\n", "- **𝐓(+)**: contains **at least two instances** that are unique to the phenomena of interest. (It also include regular, obvious patterns.)\n", "- **𝐓(−)**: contains **zero instances of interest**. \n", "\n", @@ -198,7 +206,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 35, "metadata": {}, "outputs": [], "source": [ @@ -208,12 +216,12 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 36, "metadata": {}, "outputs": [ { "data": { - "image/png": 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S+YofaH3WFvn7X35+0DtKyRSL7zRNQXTjIq32pkCZNsgLfmh90B7puYGehzbI12x5ATURe+SdKLRX0A+UTCEAKLQAGuxwpDXyICW1/2mLdONBgXz1Yfc/0RfQpk2HNgQlUwzQIWT3JVOSfO896kwhALnMl/7HQTwj3Z/S2qA+wVWuxnoGTOZL6pni70zR5JKIOEC6LtAaoQ3yoDEVwWgPFT9oT9CabYCzXLwhXxMotqQfKJlCAAieaGnBUxdqwYwvpNVNNBbUh206bBahM8VDB1NNkAfJjBAgcHgCkylm3y6J5gFj46LOlLiBKl21xcjFVx4vL/r0BHSm+Ly1KLlnXJw0L2mOvEuOnoP2UDJFe0jKX3uCOnppLOgGSqYQAGiQa01QCyYtdJripkORprhknSn0DLRBLpngdOv/ObDOFBYoYwb09BY0Nu4AzxR6M2gJBWe0RR6wNNJ4kJqM2wI8U4S/qRLeuLipY05z5Ped1gftoeIH7ZGv2eRDqj7y9z5JQeqHbptMeeKJJ8BxHO655x6tL0UXBLWf0SBXFXnQ0miyCfEGBWu0hW38/J0p9Ay0wIhJ3lAyX/QeNDYk4RI/SCUqaFyqj3x/aoR1gdHqECS+TByQIDlBM5kvilEZFzo3aI98baaklvaQAb32UMG09sjvOT0D/dAtkymbNm3Ca6+9hvHjx2t9KbpBfjiijaC6kMxXfBFQSUNDQXXYJsNmIc8ULQmuQNb/vOTvTAk0oKe3oLGRVvKRzJe2SCUraG1QH/k6YKT9KjOfT7KawXFSA3rmmULvR6NCHe3aI49lUGGo9jip+EFz5AW75NehPvJ9E40F/dDtkinNzc24+uqr8frrryMrK6vd1zocDjQ2Ngb8IZQxctt+PGDECvB4xh3gmULPQm3Y+z/RSp0pWiLX2XUYoOxW7EzxSbiInSl0+DA0bgrgxw1UAa4twZ0pxnkGLT7z+eQEc8Dnfbl3mhsMjJPmJc2hCvz4Q/oMaFxoA40L7fFQ0bpu6XbJlDvuuAMLFizAaaed1uFrn3jiCWRkZIh/+vXrp8IVdk/kQTPKWquLU57MMtDhNB4JrDDT8EIMCttkkGeKtsiT7HrPK/I87+9MYQb05JlCgDxT4gmS+dIWI5s8t/k6U+TJFBPHOlNUvyQiTnCRZ4rmBEmWUyxDc6TjwssL+2xCXeQFutSxpT7yOKuR9k16p1slUz755BNs3boVTzzxRFivf+CBB9DQ0CD+KSkpifEVdl+COlMomK8q8vstT64Q6hJYYUbPQm1YpSvzTKGDqTbI5yW9d2c43F6w35A8UwgpUpkE+X6JUBeqdNUW+XpspIBlS4hkCsl8ESTzpT1BFfgUy9Acl9u4yfd4gfw6tEf+vqdxoB8sWl9AuJSUlODuu+/Gzz//jMTExLC+x2azwWazxfjK9IF8w2Gkw1E8QFUD8YWb2vU1hVWXse4AGg/aINfZ1XtikenhA4DNLATHmGcKncmNi8fLQ7olojVBW5wBFeD6npPiEfl+1UgByzafzFeSNTCZYvaVJhroVhAyaF7SHupMiT+cCkVZ3Sb4qBMooaU9QR29NDfphm4zn23ZsgWVlZWYPHmy+DmPx4OVK1fihRdegMPhgNlsbud/INqD2s+0JehwSvdfM7xePkDShx6F+ripMyUuCOpM0Xl8gCVTbGZOTKKwzhRK6BkX+fpM+yNtcSvIhkjNwInYEmTybKCgQItDuTPFLwdpnHtBBEKdKdojn5soqaU9tH/SHorxaQ+75xwH8Lz+ixONRLdJppx66qnYtWtXwOduvPFGjBw5Evfffz8lUroIGdBri5EPp/GGvBqfNuPqwzbfNvJM0ZTgQ5C+xwKTcEmy+gOz1JlCyPdDVFGmLfL9ksfLw2KmZIpaGNkzpdXlWyOCPFOEv/VecECExkUd7ZpjtAKg7oCR14t4gWJ82sMSWjaLCXaXl+YmHdFtkilpaWkYO3ZswOdSUlKQk5MT9HkickjmS1vIsyZ+CEps0YKnOmyjl+jrTKHNtzYEBZF1PhaYuXCixW8nJ3am0JpoWCgYEF/IPeXcXh4WqqdSDRYUMJs4eLy8ocZDq0OQ+RI6U/zvQxN1phganucD9kteXuhmNZkoyasm8oIfvRcAdQfoTK09QT5nBlqz4wWPmEwxw+7yUqGujuhWBvRE7AjWxqeJVk2CWjDpQKYZwRUctOCpDUsmJlopmaIlQTq7Op+XWsVkiqQzhWPGwppcEhEHKHVCENpByS1tYfff5ks6631dkMLWiGTyTCEkyNcIwFjjIl4IljPS6EIIAEKSMbj4gR6K2rCuOdZpT50p6sLzvCSZwrxgtbwiIpp0m84UJZYvX671JeiG4NZYmmjVRB60pKoB7QgOnGl0IQaGbfyYAT1tvrUh+GCq7+eglEyhzhQiyNSW1mdNCVqjaWyqirTYodXpMVQndSszoE8wA3CJnzeJSXfj3AvCj1wSFRDeC1bqmFMVtyRoLHTN6XvPGu8oBe1pvVYfcc22mNDi9NB5RmWk48BGcQ3dQZ0pBAAyCNMa+aRKVQPaERQ4o02H6rgl7bCAIJlAqE9wBbhGF6ISLFAmlfkizxRCHiym9VlbgvarNDhVhXWys3nSSHsksTNFbkDvWzJoajAmSglFWifUxyUJGgO0b9MapSQjxZDVh8U1bL7sLs1N6iKNqfrjGvQM9AIlUwgAStr4NMjVxEmeNXFDUOBM7xHkOIQ6U+IDo+nstioZ0IudKUKrNmE85AEBWp+1Rf48KDCgLmyPZDOgDKd/jZAb0LOku3HuBeFHLmUEGGtcxAvyoLHe96zxjrSL1C8xRec5tZEnGWlcqIt0j5rgq7wwUkev3qFkCgGANKi1hgzo4wf5oYiGgvoEeabQeNAEowUtW5RkviQGsjr/9YkQyN/3eh8H8U6QoS0FsFXFJfdMMdB4YN2LKQnyZIrwt4FuBSGBjQmLZL9gpHERL8h9CShwry3SMwR5RWiHuGaLnSn0ENREGuNjMl+0b9UPlEwhAPgPpxYTVVdpAVW+xg/Bki606VAbsbrMgAa38USQl5bOn0ObiyVTJDJfnCQ4ou9fnwgByaDGF0ZL8sYbogwnK3bQ+bogRexMkct8kWeKoWF7pQSLSUys0dlBfVgsw5/o1fJqCLZWW80cdaZoiJvGhaYodqbQXkE3UDKFAOBf3BIN2LYfDwSbntP914qgxBZtOlSF53nJgYjmIy2RH3o8Ot+Bi4EyS7DMF0Ct8UZFnlSk94G2BO2XKMupKqzKUvQlMND9D+mZQp0phsYpBo1Nfp81ejOojjg3ibEMfe9Z4x2XWxgD0nFBxaLqI+9MoXGhLmwtsJg4WMy0PugNSqYQAJSy1jTI1YQqLeMHdu9Z9YCRqi7jAenc4/dMoWegBUFBS50/BhYoY+87IFDmi+YCY8KSilYzq6yk94GWBHUK0bhUFZfcM8VA97/FIch8BXmmUKDQ0PjXCH/QmOSa1cclk/miR6At0iSjqHxCcXzVYXvWRBoXmsD2rGYT5/dXo3OEbqBkCgFAavhMleBaQJWv8YO/gsOfWCTjafWQBiqpM0Vb5F5Oep+XOupMoQOIMZF3ylHAVFuCZdcoOqMmQTKcOl8XpDApyFCdKRQoNCb+CnwOFhNp4muFJ6irnQaklkiTjCyITDJf6hMc46NnoCYBnSnUuag7KJlCAFDSGaVBriYuL3WmxAt+c1X/YZkeh3q4FTpTaD7SBpfsvut9XmLJFJvUgJ5kvgyPvHNX7+Mg3gn2NaPnoSbs/hux+KrFoZxM8RvQG+deEH6UZL5oXlIfMdFLZ4e4IDDJ6Oveozi+6vjXbBoXWsDWAgvJQOoSSqYQAPwbkAQyfNYEtuFg0IFMO+SbDoAqadRE2g3BgjV0KNWGoM4Unc9LosyXxICe4zgxUEadKcbEJfOU43lQt6KGOOWyqDQwVSWo+MpAY6HNKch8BXWmsACJcW4FIYHtlSxmqjzWEioMjS+kSUYTGdBrhr+b1HgFEPEA26NaTBwl23UIJVOIAMNnI1aaxQNBRs90/zXDLQucAVRJoyZSnw6rmQ5EWsI2gKJXhM4jRUzCJVHSmQJIJVz0/fsTysg7UwB6L2iJ0ZK88YZ/jySMB543Rtcez/No9a0RQZ4p1JliaNi+NUEaNNb5fike8XemUCwjHnCJyRSODOg1xEmdKZrC5iWzicaBHqFkChEwqVI1hzbIKy3p/muHvLIJMFblpdZIzZ4tZn+FH1WCq4/fzNMYRsNtCjJfAEStZ5qWjYnbExigAaiqTEtcJPOlKXIPIUD/awMA2F1esF8z2DOFJGyMjEviDUGdKdpBnSnxhb8gSypvpOUVGRO3hzpTtITdb2Ec+OSCKdmuGyiZQsg8Cmii1QL5pEr3XzvkRm2A39SQiD3+dliTGKAAKJCtBS53oNGw3quPxc4Uc+DWiH1ohIAhEYw/qeh/X1BVmXaw4pMECphpgj8wY6xOrRafxBeg0JlCa4ShYXsli6QCn94L6uMxWAFQvOOSrNVmMqDXjCDPFBoXqsLirGYTJyod0BlCP1AyhRAXO4CqObTCJe9MoUlWM5Q8U+h5qIdLoj1tNvuTKbQBVx+55J3eK8D9ninUmUL4UQoe630sxDPseSTSflUT2Hs/oODEAM+AdS4mWc2ilBOD1ghj45JU4Ps7U2jPqjbytZqqv7WFFT5IvSJoWKiPS+aZQuNCXQI9U3xzE20WdAMlU4iASZXJWFDGVF3YRpwjbX7NcUkM89jzoEC+eri9wYdSgDbgWiCXTND7ukCeKYQSSt2Keu/Silc8Xl4MWFMntTa4lDpTdL42AP7OFLnEF0BrhNGRytOayTNFM+T+r3rfs8Y70vO0mQzoNUNeJErjQl3Ye17oXBQ+R3sF/UDJFELMWAOCeR5AGVO1EYM1pGepOey9L5WZor2fergklUwmjjpTtITd8wQDVPnxPI82JwsSyqqORdkO1S+LiAMUfbRojdYEaRdvUoIxOubiDcVkigEmR9a5mGwLTqZQZ4qxcbqlninUMacVogG9hWIZ8UCAzBcZb2uG22MslYF4wyPKfPk9U2h90A+UTCEkBmGUMdUK/0JHk6zW+Dd/pH2sBW4FuQSAxoQWuA1U5ef0eMVxnmiReaYwjVt6DxoSt6S60kQV6JoSkEwRO1Mo0a4mbF2wWY1lQN/q8CVTrJagr/l9tdS8IiJekHZUm8QKfHozqA275zZWgU/PQFNcZEAfF4i+f+wsR+NCVQJlvoTP0RlCP1AyhQgIXlLGVBv8BrfUmaI1LqkBOtv80QlZNQLbYSmZoiXyCmQ9PwMWKAMUZL6oM8XQiN2KZC6sOS6pLK04L2l1NcbEJQ0cGyjR3MpkvtrrTDHAfSCC8csZcX7PFFojVEdM9FqoAj8ekI4LpvRAxQ/qE+QlRONCVaRnCOpc1B+UTCFEmS/KmGqHyy3rTKFNuGa4pQboHB2K1MYlqeDgOI4qwTVEbjSs5w14q88vxWJCQBIPgD9gSPOAIVFKsOtZ8i6eYcEZs4mD1cwOpRScURO3NEBmoCp8UeZLwTNF3Kfo/zYQCkhlvqgISzvkKg+U3NQWFtuwUGeKpgR5CdG4UBWPJM5qoriS7qBkCiGT1SFzKi2QBy0pcKwdYru+yQSzmSpp1MYtCVxK/zZCsCbecMsN6HX8DNp8Vcc2Mxf0NX9FnaqXRMQJbqn0I0e631oi9dQyUiA/npCeGcTAgAGeATOgT1KU+aJ5wchIvRYtNC9phlzlgZ6BtrAgfgIZ0GuKXGWAxoW6sHFgNnGwmI2zZzIKlEwh/IdTsz9jShOtuogLHSVTNMel1JlCez/VcElkvgCJxBKNCdWRz0t6XhdY1bFc4gugzhSj45IEymg+0hal4Aw9C3WRdrNbDPQMmu1CMiU9MTiZQp0pxoZV4Ad4LRpgTMQbcjkj2rNpi1Ohi5GeifrIC3bpGaiLR3KGMFIBilGgZAoRUFHDZL70XIEcj7CgZaIBvAniHZdHoV2fnodqMGkEi28yomegHeIG3AAHU5ZMUexMIc8UQxMg/UjzkaaI67OF1metCOhMMZA/RLNDSKakKiRTqGPN2Eh9hKgCXztEA3o6S8cFbjKg1xye58VxQJ0p2hDomUL7Vr1ByRRCpn9ME60WsGpL6kzRHv/mjwJnWsAOoFZTYGcKzUnqIyZ5DTAvtbFkCnWmEDLcCoEyIwSP4xGpzBfJ6WiDtHuXPQMjFGA1+TpT0trrTKFAoSHxz0uU5NUSt8wbgtYGbQkoTiQDek1wSarAxLMcVYapiluybzXR+qA7KJlC+M1VzSYyoNcIt6wzhYJ22iEdD2QUpj7++y/cewu1hmuG/2Cq/yq/9mS+qKLO2Cj6dNBhVBNcipWu9CzUJLCb3TgJLZZMSbVZg75GEjbGhsl8WS1UeawlrBjLCD5/3QGXpFjXRPtoTZB2yIlnOVqnVIXtj8xUBKRLKJlCiBOtECigYL4WOKmaJm6QdkZYyIBedcT778vsmih4qRl+00L9d6a0tmNA7+9MUfOKiHjBLS04ITkfTWGFJwkk86UZ0m52I+l/NztcAELJfAl/G+A2EAqI3Ysmk3iONsKYiCd4ng9SeaCztLY4JZ0p/iQjnafVJKAzxULjQgtEzxRJERAlevUDJVOIQE1LMqDXBLEzxQAV4PGOcluylldkLMTOFFNgZwqNCXXheT5If1rP60KbK7TMl9lAAUMiGGmC3Wym94KWOANkvmi/pAXS7l0jrc/MM0XZgN4494EIRilorOf9Ujwivd1kQB8fSM/TJG+kDW5JAMNmpY4tLfB383KG6uY1CpRMIQL0j8mAXhtEo2cDeBPEO4Gyd7T5Uxt3KAN6OhSpinSjx+YlPR9MRZmvdjpT6D1oTFwKnSm0JmiDS8H8nA6l6iLtZjeSAb1f5kuhM4WdnfR/GwgFxG4tC3ktaoVLGjQ2QAFQd4Cd5xIsksQ7PRJVYXsms6QAhcaFurD1QSrzpefztNGgZAqh2J5ME626ON3GMXqOd6QSFnQoUh+/zFegAT21hquLVFbNZoCOudZ2DOj9eviqXhIRJ7gVdb/pzaAF/qClyVDm5/GEtJvdSM+guZ1kCvnrGRsxyWswH6F4QqkAiOeNMTfFK07peZoM6DVByfMPoHGhJtI4q4kUgHQHJVMI6kyJA4JM8+hAphkuSTsmHZDVxy/zFdiZQp4p6uKSmhYawDOlLQzPFD3//kRopGuCkWSN4hFRNoTkEjRDemYwUndQk0/mKy0x2IBe9NWiOKEhkRptGynBGE+4FTpTADq/aYn0PEcG9NogBvIlahvSzxOxh50XzGa/Fy+tD/qBkilEoLkq06CmzYequMiAPm5wi4ECExnQa4BbEqgBJJ4pNCepilE7UxTk8CWm42peEREvSNcESrBri1OhK4LWZ3UJ6GbnjBMYaLILBvRpSgb0JN1haFySNYKSvNogNdpOkCZT6Dlohssd3ElK67W6uAMKpiWdKbRWqYZb0h3k70yhcaAXKJlCBJqrcuxzNMmqCduIi50pdP81g23IE6SBM1rzVEMaqAHI2FUr2OaP44TAJaDvZ9DGZL6UOlN8OyUKoBsTv6wRJ0mw03tBC6QyX0bqiogn/AVYxukOcnm8sLuE956yzJfwNzXQGhPpuYGKsLTBE9BBSsmUeIDFNhICJFK1vCLjIe0OslBniib4DeilSUUtr4iIJpRMISTmqv6DEQXz1YVtOKgzRXukEhYk6aI+LnlnitkYwZp4wyVJahmhGt/fmaLgmSJWX6t6SUSc4JIchMiAXlukMl8kp6MNTAJSembQ89oAAC0+iS8ASFXqTOGoM8XIuCQG9KSJrw2B8oP+z+t9bopnXBKJKVIZ0AapDymbmwDaw6qJmOgNSCrSgVIvUDKFCJCwIAN6bXDLZL5okdMOqewdmQ2rj9TcFoA4J1HATF3cBksqtjDPFEUDeuFvOgQaE7eCR4Sex0I8I5X5MkpXRDzh8fJg06DVZBwD+iaf+Xyi1STuTaT4fbXUvCoiXvCbPBtnTMQb0q72gM4UahfTDFHmK0DpgSZJNXEpSKMCtIdVE/YMzFLfRbr9uoGSKYRkA0IG9FrA87z4DBKtZECvNYGyd1RJozas6pUFykh6UBv8reGS6mMdPwPWmZJkUQqUkWeKkXFLJVwMMBbimQD9b+oSUh2XJFtgJAN6lkxJtQWbzwMSA3raKxoSaRGQUcZEvBFQ9CCpiaHzm3aIHVvSLkbKpaiKS6EYCKB9k5qwBGLgeZoGgl6gZAohkfkiA3otkJrmJVpI5ktrAgxuSftYdaR67ADECjPa+KmLvzXcGB1azFw42aok8yX8reffnwiNkwzo4wa/BrsJZpKAVB1pMsVqNo4BfbNP5itdQeILkBrQq3ZJRBwREDSmNUIT2DpgNpnAccYoAop3/OOCDOi1Qkz0+s7SVBCkPlLPFJqX9AclUwi/oafZ35lCg1w93JKNhc1KkkZaE1jdRJU0auPxBm78aOOhDdKklhE2382+yuMkBZkv6kwxNsrVlfRm0AKpZAV1pqiPW1L8I62y1HtCiyXblfxSAKnMl77vA6FMgPyg2RgJxnjD3x3EutppfdAap0LHFp2n1UXqcQbA/xwo2asa0vM0zUv6g5IpRIC5qokGueq43JLOFDKg1xy3gr4oHYrUQ25AT8FLbXBKNMCNUI3f5Ks8TlLqTCHPFEMjlfmi+UhbXApeTiStpB4uSfGPWZJM0fszYJ0pqbb2O1NIB92YuCUV+GYyoNcEedCY1mrtcSt0puh9rYg3pD6wgKQzhRYr1fB3zVFBlh6hZAohMxomA3q1kR5ObRbqTNEal0TbkrSP1SfYgJ6egRZIq/wsOq+05HleDJYpyXxRh5qxcUlkvuggpC1S2RBan9VHmlg0kpQO80xJ66AzhQKFxkTavUhFWNoglzMyytwUz4iynBa/0oObZL5URUxoiT6k+i+OizeUPVPo/usFSqYQfgN6s4kM6DVAUUKEFjnNEJ+HxUSbDg2QJrOkf5POrrpIK8pMOq+0bHF6wIZ4soIBvbgu0jxgSFze4EAZHYS0QQzmW4zj1xFPyD3NjFLs0JEBvX+vqNolEXGEiwzoNccdoqudnoN2iJ68AV4RWl6R8RDVZ9i4IC9Y1fF7plCcT49QMoXwV12aODKg1wC34maD7r9WBEi66LwiPx6RtySTzq42+Dfg+p+XmF+KmeOQYA7+OnWmGBsmxWklA3rNcUr3q2Z9z0vxiLzYwSgJrWaH4JnScWeKWldExBNS+UFxTNAaoSpSA3rhb3oOWuOUyt9RYZwmSAvjAKmXkGaXZDhYXMMsGQduqrzQDZRMIQKCl2RArz5OaWcKedZojtKhiCqb1MMtqQIHqDNFK9wKshV6nZdYoCzVZgbHKXimkISLoXEpBgTovaAFLgVvAnoW6mFUGc7mDmS+aF4wNqKckaQIi94L6iI/O5AHrPa4JTJf1JmiDaHXbHoQaiEqABnIZ85IUDKF8G9ATBxtPjRAutAZ5WAazzjdCoZ59DxUQ9oWDhgnWBNvBMhW6LwaX5RwCVl1TBIuRiYgwU5BU00JkPkiuQTVcYWQ0tF7YMAv8xUimSLpTOF1fi+IYAKKEqkISxP8Zwd5IRY9B62QniPIgF4bpN28gGTNplyKarBiULOJinT1CCVTCP8GxGwSA5i0+VAPpapXCt5rB1vgEkj7WBNC6R7TnKQuUvlHvRvQM/P5kIEy8kwxNC6p9CPNR5oSIPNF67Pq+LW/jWXy3OQIL+EOkNSXEXEqeF/qdb8Ur8glgo0yN8UzTgN5L8YrQTJf1JmiOuK+yaz/87QRoWQKESDnYiKZL9VRrHqloJ1mkPaxtojtsJRM0RS20U6w6P8Q5K86VjBMAXmmGB2/fAglU7TGpdDJS4dS9ZCeFwDjrM9+mS9lA3qTP5dCyRQDIi3CoiSvNrjlfk70HDSF53nF+Aat1+oiDeQDxukmjSek3sh6P08bEeUSG8JQiEbDJs7fmUKTrGpQ1Wv8IGz+JMEa0j5WHX9HhMn3N208tEBquq33Q1BzRxIuYmeKWldExAvSNUGaYKc9kjaIwXyLSQxg0/qsHi559bdBpIGbmAF9yDVC2pnCAwj23iL0icfLi+9/i3S/RGuEqoTqTKHnoA0eLw926wOTjFSVpCYhpbNJt1g1PApxVr2ep40IJVMIiawOGdBrgVuhE4LuvzZIA/ZW0j7WBL+HkFzflZ6BmkjldPSe0GoKkPkK/h1pXjYuLo9sTWAFD3QQ1QRRFlUSvKZxqR5Grf5u7tBXy/9vmhqMhUvSsmolXy3NkPq/AhQ01hrp3skSUCyq1RUZk6BuUioIUh2XxDOFKQDpfc9kJEjmiwgIXpIBvfqwzqCACnAysdSEUIciCuSrh79TjgzotSSgAlzn8oMddaaIFfA6/f2J0EirKK0kxak5TgWZL3oW6uGW3H/AOMUOzFcrLUQyJaAzRef3gggkVBEWnaPVRdpBCoBkmjXGKTlPJ1DHlmaIZ2qDSXPGEx5JnE/sTKFxoBu6TTLliSeewNSpU5GWloYePXrgggsuQGFhodaXpQukwUsyoFcfl1vaGUTVllrCpI2AwGANBfLVgwXxmcQazUnaIJUftOg8YNbsk3AJ5ZkiTXITxiLUmqDXsRDvuJU85uhZqIZUAx+AYRJajWEm3AHqTDEa7AwHkK+WlrhlEsF0ftMWp1tWiEJKD5pA40J7WBGK2cSJCkB0//VDt0mmrFixAnfccQfWr1+PJUuWwO12Y/78+WhpadH60ro90sMpGdCrj7Q1OSCZovPDaTziklQhWyTPgyoI1EOsfPVNRiZqSdYEqcyX3g3zmsLtTNHp70+EJtSaoNexEO+wYD55zGkDe99bZYEZPT8Dh9sjBgZDG9DLPVMIo8DWCBPHgmW0RmhBSKNteg6awM4QCRYTOI6UHrSCjYsES6APKT0H9ZDKo5qpQFR3dBvPlMWLFwd8/Pbbb6NHjx7YsmUL5syZo9FV6QNRg5razzRBSbYCoIlWC1wSbVHp5o+ehXqImw7WmWKmZ6AFYlLLYgqSMDFJy3B1APNMSQllLsxRZ4pRCVoTKLmrKS7Jfok9A1ob1EPemWIEaeAWh0f8d6iEOwCYOaErRce3glDARcbncYGYTKEK/LiAJaBtZvnzINMUNWHPgSVRTDQuVIfda7OJvJH1SJeTKQ6HAzabLRrXEhENDQ0AgOzs7JCvcTgccDgc4seNjY0xv67uiLgRpPYzTQjoDOIomaIlTNJF1AOnRU91xMpXWXUZmUiqi1IFOCAEkU3QVzKFeaaE0sMnzxTjEsojggzotUEazDd7aH1WG7cscMwCNHqeG9n6kJxgDlgL5ZhMHDwent6PBoPJfCXI1wh6H6hKkNE2PQdNYUF8q0Xur6XZJRkSf4EidaZohXTfZKYCUd0RsczXTz/9hBtuuAFDhgyB1WpFcnIy0tLSMHfuXDz22GMoKyuLxXUGwPM87r33XsyaNQtjx44N+bonnngCGRkZ4p9+/frF/Nq6I6LMlNlkiCqzeEMatLRQZ4qmuLyBFRy0GVcfcdNhCkxoUZWfukgr8vXeMcfMhTv0TKFDoOGQyt0BxvGIiFcUZb7oWaiGuC7Ix4OOk4uNdsFTK1SyneGLkVBnisGQd1NTEZY2BBnQ0/lNU6RrNUB7J63wS2cHdpNS0bR6SBO9tD7oj7CTKd988w1GjBiB66+/HiaTCffddx+++uor/PTTT3jzzTcxd+5c/PLLLxg8eDBuvfVWVFVVxeyi77zzTuzcuRMff/xxu6974IEH0NDQIP4pKSmJ2TV1Z9ySDYgo80WDXDWkG0C9By3jHZdE4xWgNnEtCGVwS63h6iKVrtB7krfJzgzoqTOFCCTUmkB7JG1Qkh/U45wUr7hC+BLoeW70J9vbT6ZQMZoxcco72mle0gR2v+WFWHqem+IZh1u2d6IgvibIZQjZ2k0FiurhksxNRtgzGY2wZb4ef/xx/Pvf/8aCBQtgMgXnYC677DIAQGlpKZ599lm89957+OMf/xi9K/Vx11134bvvvsPKlSvRt2/fdl9rs9k0kSDrbrxw1QlodboxMDcFjW1CUIkWO/WQetZwHAcTJ1S20USrPkEyXxQ4Ux2/zJdMRoSegapI5yWp/KAe14ZmqQF9S/DX/Rroal4VEQ+EkvnS4zjoDkg7hUy0NqiOX5bWOIFjcX0IYT7P8CfdY31FRDzBCn1I5ktb5MoCfr9FKsTSAqc8mULnaU3wq8/IOlNooVINt4LSA8/r04PUiISdTNm4cWNYr+vTpw+efvrpTl9QKHiex1133YWvv/4ay5cvx6BBg6L+M4zK0B6p4r9bfUaLlLFWD6VgjZd0lzXBJW/XpwoC1XHJZHUoYKYN/hb9wI45PR6EmiSVx80KXxeDZDr83Yn2cco75Uh2UFOkSV5KtKtPKMkQPT+DJodQZJbekcwXGY8bEnk3tYnODZog93Pyz02aXZKhcYaS+dLxWhGPuCW+yNK/aX5SjwDPFJ17kBqRLhvQq8Udd9yBjz76CN9++y3S0tJQXl4OAMjIyEBSUpLGV6cfTGRArzouxaoBSqZoATOSJAN67ZAnFy1UCa4J0tZwaeGM3jbgPM8HeKYoJVP8chEqXhgRF8jnIxYoo6o+bWD3PcFiovVZA1zewD2SxQAJhIDOxXZgnik0NRgLucyXP8mr2SUZktAG9PQgtCCUAT2t1+riMmA3abwh7ZqTy/lbla06iW5ExAb0cj7++GO0tCjoYkSZl19+GQ0NDTj55JPRq1cv8c+nn34a859tJNjhlOeFIBMRe5i0lIVkjTSHBZATZIEzehbqEWTmSc9AE+Tyg3p9Dq1OD9hS15Fnip4DhoQyfsNt2fpM7wVNkMp8Ueeo+gRVfxsgudgUtmeK8LceuzeJ0Lhl8lL+JC8F8dWE+RKwdcFMSS1NYXsnGxnQa4qLOoQ0J9CbWt8epEaky50pv/vd7zB9+nQMHjw4GtcTEgrsq4NF4ofj8fJiQJOIHaKeJckaaY5c5osSW+rC87yY0CIzT22RynwBwnPwePXXMdfkqzo2mzgkWpXrS/yHQNUui4gTWPDeagkM0FDAVBukSV5aG9RHXv1thORiY5uwRqR14JlC64QxEfdKVIGvKR752YGSWpoSyjOFxoW6MFUHKlDUBp7n/c/ApH8PUiPS5c4USnLoC0kuhQa5Sjg9xpNNiFfkMl+U2FIX6ZxDBvTa4pJVIOtVUqfZp4efarOA45SLB1hNAQXQjQcZ0McXUpkvWp/VxyUJCgDGCMw0tAlrREZSeAb0tHc3FlQAFB/IDejNZnoOWiJPphjBXyseCZb5Ev6m56AOnoC4RmBnCp0p9UGXkymEvpB2ptCBQB3ksgkUrNEO+aHICFWX8YRL0o/v1z0WngWNB3VxyZK8eg0QsM6UtHbMhU1UcWxY5DJfZDKtHV6vtMLPfyilA6l6yDtTjBAgaxSTKR15prC5IeaXRMQRLk9gEJ8M6LUh6CxNXnea4pDJS1FhnDaIBUGiDKHweXoO6iCNXVjM/iIg+deI7kvEMl8PP/xwwMdOpxPPPfccsrOzxc/97W9/6/qVEZpAnSnqI5fTMcLhNF4RJddYIJ+ehaow/yBAGsQXPqaAmbq4Qpl56ixA0ByGHr6/M0WNKyLiCZdM5outz3r2iIhXXJIBaLX45RJor6oeLon2t/RvPScXxc6U5PA6U2i/aCzkMl/+JK9ml2RI5Oc3f/CeHoQWkAF9fCB2k8o7U3S8ZscT0iJRNidZTBzcXl7X+yYjEXEy5ciRIwEf8zyPY8eOoaGhAQBCymQQ3QOz5PlR8FId5HI6tBHXDifJfGmKU2HTQZ0p2iDK6ei8M6U5nM4UTp+JJKJjxPXZRDKcWiNNYCWYTYYI5McbfrPtQOkWPScXw5f5os4UI+JfI2QJdzrEqQqbg8zyDiF6DJoQ0vic1mtVcYsyX+xMLXxeb2e5eEW6NwqILUk6rYnuTcTJlLfffjvg4y+++AJPP/10zA3oCXUwS9rPaKJVhyBdURNtxLUipMwXjQVVkG6+WWKenoE2OIN0dvX5HJjMV1idKfr61YkwkMvdUYJdO+QVfmbqTFEdv4dQYMeinhNa4SZTxCCVju8FEYx8jbCYKYivBWwdsJrk5zd6EFpABvTxgV/mizxTtIB1VHOcfwxYTBycoKJ1vUCeKUQAHMdRq7rKOEPoiur5cBqvyKWNKHCmLvJADUAbcK0IkvnSqeRdk4N1poQOlJEGunGRe0RYTBTA1wpW7MAOpbQ+q4+8k9oIHn/1rU4AQEZSQruvEztTKHZrKMR9KwsacxTE1wKXrAKfOlO0hSVTbGRAryksmC/vTNHzmh1PyJNZAKgQSGdQMoUIglox1cUl0xUVO1N0LJsQrwRVmNFYUBWnJ3AsAJRM0QqjyHw12YWq49R2ZL7IM8W4OGXdikaoxI9XxPXZJHQukgG9+vhlvvSdZGd4vbyYcA+3M0Wnt4IIgX9eoiIsLZEb0FNnirY4Q3oJ0bhQk+C4hvA3PQd1cMt85gDAbKY1Qk90OZny6quvIj8/PxrXQsQJZgrmqwrbcNjMsqomCtaojlzmiypp1EW+6QOkla90IFITVyiZL53NS7UtQtVxTkroqmPyTDEuQTJfBvCIiFeCOkepuk913HIpVJ371jTZ3WC/WrieKbROGItQ8sA0LakLO6fJvWtoPGqD34M0UBKS1mt1kSs+0L5JXVyyAhRA/0UoRiNizxQ5V111VTSug4gjzJy+D0fxhhggsMg0qCl2rDpB0kZUYaYqcsNCgDxTtMJpkLFQ0xxOMkX4W2e/OhEGct1vkuHUDpdMTkfvgfx4JEhKR+fJReaXkmQ1i3NAKGidMCbywhMyoNcGedCSJDm1xS9hbgag34KseEeU5jQF7puoY0sd5B1zABWJ6g2S+SKC0GvQLF5xuJU3HDTJqo87lMwXjQVVkCezAPKr0Irginzh83obC9XNDgBATqot5GtI2sm4BOl+05qgGWLQ0hTYxUvBMvWQmzzrfW4M13weoGpTo+IvAqKCOC2Rd82ZSVZKU8iAPj5gsSR5Zwp5CamDXBoVoDVCb4SdTDnzzDOxdu3aDl/X1NSEp556Ci+++GKXLozQDlrw1EXeCkuVr9oh18enwJm6ON3BFRxidZlOK1/jlSA5F1/wTG9joYbJfKV23JlChw/j4XB7APiTKZRg1w550JKtzzwP8LRfUgV5Z4repVsiSaYwf1md3goiBKFkvqggTl2MNjfFO/JkCslma0MoLyGKMamD/CwNUNG03ghb5uvSSy/FZZddhrS0NJx33nmYMmUKevfujcTERNTV1WHv3r1YvXo1Fi1ahHPOOQf/+te/YnndRAyhVkx1cclM2siAXjvkm3HadKhLe54ptAFXF7nMl14TizW+zpRc6kwhFAgKCND+SDOCZL4klX4eLx9g8EnEBnlgRpQF1tm6wBCTKckRdKbQ3GAogmS+JJ4pPM+D42heUgO36JlCnSnxQCiJVEB4JiYTjQs18Hf0Bp7lKJCvDmJnitSAns6UuiLsZMrNN9+Ma6+9Fl988QU+/fRTvP7666ivrwcAcByH0aNH44wzzsCWLVswYsSIWF0voQJkQK8uQa2w5FmjGW6ZZwcZtamLvPIYoACFVsgTWxYdBpHdHi/qWoVgmeCZovy7iZ0p+vnViTBxytYEs849IuKZUEEBQFijLWZNLstQiOuC796bzfpbF6TUtwmdi2F1pjDPFIpRGQq3bN8aEDTmAcrxqoNbXgBE5zdNcYboJAWEZ5JAyRRVEKU5g+TLNbskQ+H3rAlOptA5Qh9EZECfkJCAq666SjSdb2hoQFtbG3JycmC1drzRJLoHFMxXF7nptpkWOs2Qy3xRZZO6KHWm+M3y6BmoCdvkBVXk62jzV9sqBMpMHJCZnACX06H4On+QTD+/OxEeDjKgjxtCJXgBeh5q4fIqd6boNSgQkcwXFX4YEqesWyswaOyF2URZXjVwyfastFZri1x1w0zrtep4vbx4dpbL35EBvTooynzRXkFXRGRAf9NNN6GpqUn8OCMjAz179qREis4wU/BSVUKZtFELpvqQ5q62yLWnAcDsa9nXa7AmHvF6eYlkgm8siN0Z+nkONc1CMiU7JSHgoCfHX2CgymURcYQ8maJXubvuQFCClwusdCVijzvEHkmvwbGIDOh92xbaqhgLeZLXLJmX6BinHk7ZcyDJbG0R905mIZloMdF6rTYuyQQkLxKlgl11cLUj80XnCH0QUTLl3XffRVtbW6yuhYgTzGQSpiryDaDeD6fxjFzmixY8dREPpZbgCg4aD+rhlOyybVZ2ENKfAT1LpuSkhPZLAaQyX/r53YnwYMUONktgQEBP46C74JTJfAVUutLzUAWxytIkL/7R5/2vlSTcO8Kkc/8YQhm5vJRZ1plCqIMRpGm7E6EM6AHaP6mFNJEozk9ijI/mJjUQfeZM5AWrVyJKpvC0IBkCqrxUl5CdKVRNozryzghqE1cXRc8UnQdr4hFWUQZI/INY1a2OnkNNiyDrlZPafqDMn+CO+SURcQYZ0McP7VWA62leimfkVZZ6l0KtbBLWiLy09hPugL8zRae3ggiB/NwQmOTV5JIMibhWUzFcXNCRAT0Re6RxJIusAIJCTOogT7YDVJSlNyJKpgCC2Tyhb2iQq0sog1sK4KuPUyZhQQaG6iL3rAHIM0UL2CGI4/wbQLYR19O8VM06U1LbD5SxPbCXp6ISoxFU7MCq+ugkqjpKPk7sSELrgzqE0sHXa3KxotEOAMhPT+zwtaSDbkzaTfLSe0E1/J3tcm8IegZa4JQFkeUG9ETsCZT5Is8ULRB95iSdKVS0ri8iMqAHgOHDh3eYUKmtre30BRHaQyaK6hKqM4X0LNXHHUpyjRY8VXC5gw3oTSQ7qDoOtweAkOBl670e9adrmn2dKR1IuEgPgV7en1wh9I90LAD6Dx7HM3KZL/Zvl4en56ESQdXfOk8uss6UHmF0ppgkSXfCOMi9FlmSl+dJ5ksteJ4P2SGkpwKg7gQbFzZLoLyRx8vTM1EJdl4zmzjxLEdJRnWR+8wBVLSuNyJOpvzzn/9ERkZGLK6FiBOoElw9hE2F8O/g1mTahKsN24zLnwVV0aiDvMIPoE2HFvh9IqTeNcLfegpaMs+U3I5kviTJEw8PmGN5UURcwQL4Nqt2xQ4frC/G04sLMCgvFa9dOzmsKnk94lboXBSS7byukrzxjHxt0HNy0en2orZFWCMi6kyhvYqhkJ8bAOG94OZ5kvlSCZdk/ifJ7PjAKTOgB/zJFDpTq4NLoQCFkinq4hY7U/zPgIrW9UXEyZQrrrgCPXr0iMW1EHECHQjUwynxJrDKNdnp/quOXOaLOlPUxaWgLepPaNGpVC0cYrec9BCkQwN60TOlIwN6mdYztaYYBjF4LDe1VWk+OlDRhL9/twceL48dJfW45d3N+O7Okwwpuev0dQlZZZWuAFUfq0XoTmr93f8qX+ei1cwhK9na4eupM8WYKBUBmU0c3F6e9q0q4ZJUN5BkdnwgXysAyTOhSVIVnB6FZ6DjNTseEQ3oSb5ct0TkmWLEw5sR0SKY/8POMgz7yyI88NUuQy2yToUNoIW6ITRDLvNl0XHVZTyi5JniT2hpckmGRLEzRYcG9KJnSgcyX/LOFMI4hDSgV2kcfL2tNOBn7SptwBurjqjys+MNsUtIYX3Q07wUz8iDM3q+/8wvpUdaYljnX0rsGRO5zBdA+1a1CShMJGWBuEApmUJKA+qirDJABvRqwhLqgUWi6hQnVjTaMf3xX3DWs6tQ5+uyJaJPRMkUMl41BmovdjzP46FvdsPl4fHxxqP4YssxVX5uPBC4AfR1Q1A1jWb4NXdlPhG08VOF9mS+qMJPPRwKG3A9GtCH3ZkS4Jmin9+f6BhHKAN6ldaEFfurAADPXD4B/zh3NADgf7/sR6vTrcrPjyecCp5aeg7mxxteb2hfAj3e/9K6NgBAz4zwZPXYMkF+h8aCnQ8SlOYl2i+oAjs7mDj/vdfz3NQdcCgoDdCZWl1Cdc0BJCWvFmzPJDWgZ0Mi1uPgsYX7UNHowL7jjTj9mZViwTARXSJKpni9XpL4MgBqa/ntKWtEfatL/Hj5/kpVfm48IFb5SYyeyYBeO+QbD7VbkjcX1eKRH/Zid2mDKj8v3hAN6C0KFX48JfTVQqmiTJ8G9OF5pkhyKVTNZTBCyhqpMBcdrmrGnrJGAMDsYXm4bsZA9MlMQovTgzcN2J3SnmwIBS1jj0sSfNEquehwe/DhhmIs3l0e8591pLoFADAoNyWs1/tlvui9aCTYvKTUmUIBS3Vwths0pvGoNjzPi+dpJYkpNeZInufx9bZjOO+F1Rj8wEK8vPxQzH9mvKG4Z6JxoSpKBvSsMyWWsaWGNhd+2uPfJ1U3O/Dp5pKY/TwjE1EyhTAGamv5vbVaCArkpwvVwcsLq9Bod7X3LbpBDB7TJjwuCEqmqFBF43R78dv3NmPgnxfiklfW4c3VR3DpK+tQ5DvIG4n2KvwA2vyphcPnTaBkQK+XQFGr041Wp/B7huOZwt6FRpKhJKQyCYJ/kFryLV4vj79+uxsAcNqoHshNtcFk4nDL7EEAgNUHq2N7AXEIk4FUCgzoKckbr0g7qRPknSkqrAuVTXZc88YG/OXr3bj1gy3YUlwX059XFGEyxX8vYnZJRBwiLYpj+JOMmlyS4XC1szbE+tzg8njR5ttLEgJuLw+2JNhkBvSAOuv1BS+uwR8+3YGdxxrg5YGnFhdg/eGamP/ceEJxbqJkiqqwuIZV2pliCvxaLFhzsBoOtxdD8lLw0IJRAIB/fr8Xm4pqY/YzjQolU4ggTCpWmn2x5Ri+2lYKAHjsgnEYnp+KVqcHn240RvZUyRzMRJ0pmiGX+ZIG8mMVRH1j9WH8vLci4HNtLg/eWmPAyuN2qsuA2LfE1rU40WSQRG57yAPIgL+SRi/t+awrxWYxISXB3MGrJRIu+vj1iTBxhPCIiLXs4MaiWqw5KBz87zltuPj5k4bmAgB2HKs3nNRXe1WWeknyxjPtJlNivC7wPI8b3tqETUX+BMo/v98T05952JdMGUydKUQ7tDcvqSlPa3d58O32UizefVy1nxkvuBSCxmpIlu8pa8Cwv/yIUX9bjLOfXYXbP9yCxbuPG76LPmCtUDKgj/H9+ddPBdhxLFjh4autxpGRB0gaNR5Q8tRSQzZ74xEhaTJraC6unzkQ0wZlw+n24nfvbyH/lChDyRQiCLUm2opGO/70+Q4AwIJxvXDa6HxcN2MgAOA/SwpRWt8W058fD7Rv0EbZFLUJ1ZkCxKbyssnuwrO/HBA/vu+MEXj7hqkAgC+3HAvYkBoBl8LGT6ozGss56R/f7cGkR5Zg8iO/4DfvbcYPO8sMqy8q94kA9GdAX9PCJL5sZC5MKMLzvH+Nlq0JsZYdfHWFIElx7oTeGNsnQ/z8sB6p6J+dDLvLi6UFxpFEBQCnR6j+pSpLbXBKNPBZ0Y9a939TUR32Hhck7/581kiYOGDnsQYcrGyK2c9kMl8Dw+1MEWVhY3ZJRBziUCw+Uf+98H9f7MTdn2zHrR9sxZ+/3KneD44DlILGakiW/+lz/33ee7wRi3aV49YPtuKb7aUx+5ndgZDJFBXWi0a7C6+v9Bcj7vnnGXj7RuFczQLMRqFdaVTaM6mCW+YzB6gjm826sKYNyoHVbMK7N07D8PxU1LY48aXBkoqxhpIpRBBqGdBLF7U/nzUSAHDJ5L4YnJsCu8uLTzfpvztFqRJfbc8awo9YQWBSSKbEYDxsKqqFw+1FZrIVhx8/G3fMG4qTR+QhK9mKFqcHu8uM5Z3iUjQs9H89VmOiuKYF76wtAiCMySV7K3DnR9vw3NKDMfl58Y5TwYBeDY1XKS6PF08vLsC/fiqISVKrppmZz7fvl8LwVx1H/VKIOMXpCQ4ImLnYrgmAoG283Gc8f8e8IQFf4zgOC8b3AgD8vKci6Hv1DOl/a4s8sQiol1z8cEMxAODyKf1w69whOGWk4N/51dbYBC0b7S40tAldqv2zk8P6HrZXoe5FY9HuvKTSOa6svg3f7ywTP/5kU0lME43xhniWVvBbjNXacLyhDft8CV45z/160NCSsOx5mLjAc7Qa0tk7Surh9HiRZrPg8ONnI8VmwQn9swAARTWtqG81TlW+KH8nXbPNFGNSE+Y1Z5GMA0uMi/NKaltRUN4EjgOmD84GACQlmHHhpL4AgM2SDl+i61AyhQhCrWD+t77KjetnDEA/32El0WrG3acNAwB8ve2Y7ltl2+9M0eSSDI3dJdz0RKs6gbN1h4TKgTPH9BQrFTiOw+QBwuK3xWALnpLucUBnSoyiFN9sEw6hs4bm4pELxoqff2mZMZMpzDNFqTNFLZmvl5cfwkvLD+HFZYfwxZboV9Ewma+clPCSKRS0NR7S6kqWWDRLEr2x2iP9srcCPA+M65OBkT3Tg75+0hBB6ivWnhHxhmKSl6osVUOs/la4/0DsnkFNswM/7hKMVK85cQAA4IJJfQAgSCI1WpT5OuMzk61IsVnC+h4qhDImih5zKisMfLejDDwPTB2YhdG9hDUjVmMjHlHqao/1nm2lr+BhfN8MFD25AEVPLsCvf5yLBLMJR6pbUFRjPN9Lht0ljIkka6CErhod3pt8hbrzRvYQz9UZSVYMyBHiTLtLlRNgekTs5lVYs8lnTh3YfbYoFE3H6jy9cJcg9Th9UDZyJZ6gUwYKScUtR+t0H19VE0qmEEEwXb9YVlXUtzqxrFDYiFzrk/ZizB/dEwlmE0pq21BU0xqza4gHlHReyYBeO9gGMNEaaDYMxGbRW+tLpswYkhPwebbgGc0ozCnrDAL8HQFAbJ4Bz/P4YqvQBXfx5D649sQB+OiW6cLXADQ7jOVLAEhlK9TXOgaA3aUNeOaX/eLHzy89KAYsokV1C+tMad98nkGdKcZD0SNCEjyO1RK9eI8QOD5zbE/Fr0/olwGOA0rr21DZaI/NRcQhSh5zlORUDyUzW5Mp9snFz7ccg9Pjxfi+GRjXV5C8m+lLKB6sbI6J/jdLpvTJTAr7e1ielbbuxqL9JK861/CNz3v0wkl9xYTjlzEoQolXFCvwY7w2LPElq+aPzhc/NyQvFcPyUwEIc5NRaWPJlATlZEqsAvk8z+MnX8furGG5AV9jcqk7S+tj8rPjEZdbqUCRJIvVpP2i6dg8A6b8M3904BliXJ8MWM0cqpochrBSUAtKphBBxDpjCgDLCivh8fIYkZ+GoT1SA76WlGDGpP6ZAIA1B6tjdg3xgNIkSwb02uD2eMX3vFIyJdrJxboWp6gBHpRMGeCrHig2VvWAUhCf47iYVjMdqW5BSW0bbBYTzhgjbDxmDs1F36wkeLw8thqs+hsI5ZmijgG93eXBfV/sBM8D80bkoUeaDaX1bfh1X3T9IcTOlLBlvihoazTa84gAYmMu7PJ4Ra3j00blK74mLdGKEflpAICtR+ujfg3xSrtmqgZaJ7WivaAAEJu5scnuwjtrigAA10wfIH4+OyUBg/MEL5NYdGiV1gmBht4RJFOoM8V4uD1escBCKwP699YVoaC8CQlmExaM64VzJvSCiQMOVbUYxnDbpXKi3ePlscEXsJwzPC/ga8N8MY0DRk6mOAMLExmxLsoqrGhCYUUTEq0mnCELJE/wJeI3HDZOkaJDUTo79jE+wo9Sst0U42TKoSph7hnZKy3g84lWMwbn+uanCuPOT9GGkilEEGpU+jGd4zPGKAcLWNWZ3s3CmKyUTQMDeo+Xx50fbcXQBxfhvs93GD5L7ZBUITOZL2lXRLQPyBuO1IDnhY13j7TEgK+N65sBi4lDTYsT5QaqPHb4qpls1sClKZY6u7tKBV+a0b3TkZzgl/OYNkiQWttwpCbqPzPecSoaqgp/x7Jj0eXx4q6Pt2Hf8UYkWc344/wROG9CbwD+KsBowTxTclPC60wRq47p/GEYHK7QnaNAbCrQC8ubYHd5kZZoEYMySkzyaYBvO2qcZK+jHc8ONZKcDrcHewzmYyalPW8IIDbP4Kc9FShvtCM/3YZzfWsBY6pPDnVzLJIp9cK+K6LOFLZG0hphGBwBUpDqG9DzPI9XVxwGAMwcmoOMZCvSE60Y3zcTAPDg17vEwLaecSgl2mNYALO3rBFNdjfSbBZRVo0xzFfoQJ0poWW+YrVes0TJ1IHZyEi2BnztlJFCvGntoeqArmM94xLXbP9zEDtTVFio3lh1GGc9uwovLz+Euz7ehk83HY35z4w3RNlsszqdKaX1bSipFVR95MXq0s8ZeX6KNpRMIYKI9WLndPsrL5nusZzx/YQKAr0fXOWyUoB61W0vLz+IH3Yeh9vL4/Mtx3DNGxsM1QUhhz0LAEj0bTykXRHRHg9M4mumrCsFEA5lfbOEQ3xRtb6l7qSwA1GiJXADLm48YtAavqdM6A4a2zsj4POTfd1Buwykr8torzMllkHLjzYcxZK9FTCbOLx1w1SM7ZOB+b5uoaUFlVHd/Ne0dK4zhVrjjYM4H0nWZ6nMVyyqjnccqwcATOibGSChJGdSv0wAwG6d75GkaGlAz/M8bvtgKxY8txo/+vSojYaSzFesk4sbfcUMF53QN0gyZjLT/y6OftFVZ2S+qDPFeARIQWpgQP/xxhKxEO7pS8aLn/+X7992lxebYzA+4g2XQgW+JYZG2yyGMW1QdoAXAuAPVh6obIr6z+0u2DuQ+Yq1vNF0XzGclCF5KUhJMMPl4XG01hjnaqeGnSnPLNmPRxfuw77jjXhqcQG+31GG+7/chRU+ryGjoLY87btri+DlgRmDc4IKdQFKpsQCSqYQQZhjfCDYX9EEl4dHeqIFg3JTFF8zxlfpcaS6JSDIrTccChXgahjQtzjceG9dccDnjlS3YNADi9Bkd8XuB8cxdknVqzSIFYvqJp7nsaxQkC2aMSRX8TUDcoSxUWwgE0NxPMg7U2I4J+32daaM7RNYXTayp1BddqDCeAciRQ1wFQzomWne7ScPEaXvJvXPhM1iQkObK6qGntWizFeYnSm+3588G41Dq1PwS5IGBEwmDiyfEov5aPUBQdp0Qr+Mdl83pIewPhypMs76oCTlopb83sJdx7G0QFiz/++Lnbrel4ZCMZkV4+Qik9KZphAcY3KoO441RL3SmAWoI5H5Is8U48H2rBYTF5BYVMP70u7y4F8/FQAA/nzWyIDA2bD8NFx8Ql8AwJqD+u+u9idTFEyeY7BpW+dLppw4OLgYbpgkWKlG9X88wlQ35IVxsZQ3anG4sdIXqJ+u8Fw4jsPgPOHZFJYb41yndJZTozOlotGO55ceED/OSPJ3CX20oVjpW3RLu0VAUT5DNDvc+HiD0P1zy+xBiq+hZG/0oWQKEUSsDeiZ9v3kAVngJAcxKXlpNqTaLPDyENvV9Ii/M0VJSzF2m/AfdpahssmBvDQbCh45ExdM9Msn/PWb3TH7ufGMvQOJqWhu/nYca0BJbRuSE8yYK9PbZQzMSQYAFNXo9/0vR5T5km3AzebYjAme58VkyhhZZ8rQHkIy5XiDHQ1txkowim3JKhrQVzc7sLlICJxdPrWf+Hmr2YQxvYVE185j0avCZzJfOSnkmUIow+RRkuXVlWwsRHmJbnW68cs+Qc7u7HG92n3tIJ/ucVmD3TCBfaUKv1gbeQLA4apmPPjVLvHjJodbTHoZCaeCzFosDejLG+wormmFifN3ikoZlJuCrGQrnG5v1LvYy8RkSnBlZyhMKnUjEPGDUqAMkO4XYvezF+48jrpWF/pkJuGWWcGBM1aQwvZVeoYlUwKDxsK/o71ndXu82ORL8sr9LgGgf3YyEiwm2F1eHDFQMZwU0TMlQVllIBZFWQt3HkeTw41BuSmY3D94vQAE+S8A4j5L77gUuknV6KDcWlwHLy+crw49fja2/+10vHjVCQCA9YdrDaWCoqY87WebStDkcGNwXgrmjeih+JohvoSikWJLsYaSKUQQsTagZ6byTL5FCY7jxK6VI9X63YzY3cEyX2YVOlOYxNQVU/sh0WrGM5dPxGVThCqmb3eUoaHVWMFjQFlyDYjNovfDjjIAwKmj8oPaoBkDcw3cmSI7mMZqA36oqgWNdjesZg7D8wON2jKSrOiVIQRSDhqsgkPZMyW2BvRL91XCywsdQn2zkgO+xvS/mQRSV/F6edT6ZL5yw+1MIc8Uw9HqZFIVloDP+2USortIbzxSC5eHR5/MpCAddjlZyVakJwrXFc2OrXhGnJcUgvmxCgzwPI9HftiLRrtwQL1ympDo/XlveUx+XjyjlMwCYpfQ2ugLAo/unY70RGvQ1zmOE5Ms0TShd3m8qPB51fXJ6kRnCq0RhkGp8ARQx/ty8R5hDrpsSr8gqSkAmOiTgtxV2gB3LA+UcYDT130S0JkSo27qTUV1aHK4kZVsxSiFddpiNuGE/pkA/PEOo+H3TFFWGYhFUdbnW0oAAJdO6RtSIvXUUUKAecNh/XdrAf49k3RciPJ3MVyodvgK3+aP6QmziQPHcTh9dD6sZg4NbS5DefQ6FRQ3YpVM+WrbMQDAjScNCjkGBvgKdWtbnIYrFI0VlEwhgjDHsAXQ7vJge0k9AOX2WCmGSKawVlirUqVlbDa/jXYXlvq6g2YPE7oiOI7D05dMQL/sJPC8/r1qlFB6FkD02zG9Xl6UMzpnfOjqY/b+P2AgXUt2MJV3B8WqXf+HnUJSa8aQ3KDDMOA3kiwsN84zAEJ5pgh/x6pjcZMvcKbUqTW+r9A1FK3OlEa7SzxgZ4fbmUJVx4aj1RcQSLYqV1dGe4n+YL0gfzBzSE7Irl0Gx3EY5KswM4rUl1IVeKw7Uz7fcgzLCqtgMXF44coTsGCc0MW7tKDKcBIuIavwY5VM8fmlTBsY+qwwrk8mgOjKtpQ32OHlhUrS3JTwku1A7Ls3ifgjVAGQKcZFcU63F2t9gfpTRipXIA/OTUGi1QSH24uSOn0HLxWDxqwzJcrz0o+7hfPbKSPzA6TdpEwZIHRAGEVOSo5dZQP6Q1XN2FRUBxMHXDSpb8jXTeyXCbOJQ1mDXew+1DOKfh0qdNnvKq0H4D+7sWtgig/Mq9QIKHrNxeAZNNpd4n2dPzo/5OtSbBbkpQn7GiMV68YSSqYQQZhj2Ia5tbgOTo8XPdJsooxRKIyQTGGyRlJdUX8LZmx+5kvLDqHJ4caQvBRRc5rBTLiNZGrLUHoWQPQ3fz/vLcfxBjtSbZaQEl8AxMrkw1XNYsu03nG4gjsiAEnwMopBCq+Xx5dbhSoOqcydlBH5QrByv8F8U5Q9U2JrQL/Nl2Q/QaE9n3Wm7CmLToVltU/iKz3RophEU4Kqjo1Hm88zJZTMVzQ7Uw5WNuEXX5HDBZP6hPU9Q3x7JKMYSWphQL9kryAHcvvJQzC6dzqmDspCktWM6mYHDlUZ474zlIICQOySixtFvxRlyRYAGJgrnCOKoyhZwYJsvTITQ1Z3KsFeqvMmAEJCh91aMUqsbS+pR4vTg5yUBFEGVY7JxGFwrjHMhpU8U/w+d9F7BlVNDny8UfAkOGtsaHUNI8Qv2qNN7OpVJ5ny6SahK2XeiB7omRFamjHFZhHP1puj2M0YryglGWMZ4wOEbl5W+DauT6B8Nrv3e42UTFFp37qlqA48L0jE56e3L09qRBn5WELJFCKIWJo9f+Aznpo3okeHlZeD84TNyGEdb0aUpKVi6Vljd3nEjeD/nTky6KA41rfw7S41zkLHUJJcA6LrlcDzPP79834AwI0nDQz6WVLy0mzomZ4ILx9dCYt4hlX5BXUHmaO/+fto41GU1LYh1WbBWWOVO4RYZ4rRkimKninsYBqDeamhzSUe9pk0hZTBuSlItVlgd3mj0qnFzOfDlfgC1KnmIuKL1lABAXP0k7ufbRYSu3OH5+Gkoblhfc/wnr75SeeBMoZS4DKWXkZ2lwfrfZKop4wSKv1sFjNG9RLu+z6DVR2H6kyJRXKxtsWJ/RXC+5rp3CsxMEc4J0RT6q6sQUim9InAfB7wdyNQZ4pxCFUAFGsDetbJO21QdrsJv6E9DJJMEecm/70QC4CiWJm4rKASLg+PkT3TRMkoJQblGTyZEkI2OxZdjB4vj698hXFSv8VQiNKQBvISUgrkx6qztqimFU12NxIsJozoGSifzfZORjI/by+ZEs2YBuuY60j1BwAG+PZNxQadn6INJVOIIMwxCuaX1LZi8W5B4/UmBbM8OeIhSceDXUlayhSDgynjm22laGhzoVdGIk4bFdwGyCqcjNiZEkrmK5oyIoUVTThY2QybxYTfzhnc7ms5jsOsYUJQbe0h/evuery8GCwLOphGOWC2+kA1HvpmNwDg7lOHhfStGSEmU/R9EJXDgsgpEq+IWJoW7vR5ofTPTkaOQoLDZOIwtk96wGu7wgFfcqxHevjJFKa/TbkU49DagQF9tA5CjXYX3l8nFJpcc+KAsL9vOOucM0hQ36Eo5RK7ZMqK/VVocrjRKyMR4yUVliN91ZUFx41VdKJkQA/EJonAJL6G9UhVXBMY7JxQ2eRAq6+TrKuU1jHz+ciSKax7kTpTjEOobq1YG9CzAqsp7SQaAQMlU9qT0olq0YPQAXHO+F7tFoQO8s1LxxvshlEWkNIWQuYrFuv11qN1qG52Ij3RgnkhJO+kTBkoJFM2Fem/SFFJZSDWvsjLC4UO64n9MgP2agAwxDcfHTDQmdof14hdQsvr5cUu6nA628XOOZL5igqUTCGCiHaggPHWmiPw8sDsYblB2WolmAF3ZZMDzY7oHJLiDbUN6N9acwQAcOW0/opar6wz5Uh1C5rsxjKmUsOAfmeJkKSaPCALaQqGqnJYBc22o/Vd/tnxDtv0AQqVr1HegL+/vkj893UzQwcv2UG0utkhGpYbgRYmb2STdMzFMGjJ3t+TfKadSkzwSX1Fwzfl1wJhsz9vRMcHLwabLimZYhzaxGSKsgF9XYsL6w7VgO9isOa/P+9Hm8uDoT1ScVo71a5yhvuSvYerm8Vgkp5RCubH0svonTVFAIAF43oFVH+P9O1fCwySxGKE6kyxxGDP+vW2UgDAnHakUAEgI9mKrGRhL1VUHR3JitJ6n/l8pJ0p5JliOJg8sNznL5bel14vj82+qnq5VLMcMZmic0lCJQP6aHe0H61pxeZiwZfjsintd0BkpSQg0zcvGU0OEgh9no5FUdYvviDyKSN7BAXvlWB+NgXljbqNLTGcCvJ3lhh0VkthQX0l345hvvmoqKYlKpLN3QH/vjU4zhetuWlnaQPqWl1ItJoUpbLlMBP6aMqjGhlKphBBxKIFsNXpxmc+TcvfzG6/Ip+RkWRFbqpgDqzX7hS7uBFXSqZEd6Fpc3rE6qQrpilvBHNTbeiTKZjQG03qy95Ru34UNh47faZsTDe0I6YNEjZ9m4tr0dCq7+SWtKo0uJopun4d7L392IVjg563lBSbBf2yhYCKkaS+Wh3BnSmx9CbYdlSoEJukIPHFGB+lZIrXy2Orr6pz5pDw5JQAkvkyIqFkvlig7MrX1+PK19djw5HOy0W4PV5RouLGkwZ2KH8qpU9mElISzHB5eN3ukRg8zytW+FliJFlR2WTHusNCd8SNsk7qUb71e3dpQ5cTad0JJckQwJ/QilY3dUWjXfQPuiIM2RZRsiJKVZal9Z2T+TJT96LhCNmZEsOiuINVzWi0u5FkNWN0CL8UxpA8IXh5uLJZ13OVojQtF9214bsdQoJ35pBc9OjAkwDwKz0YRaZZCjtPh+pMabK7sOFwTVT206sPCsoN4XSlAEDPjET0zUqCl/efPfSK0y3cX6VxEYvOFJfHK3rRKD2P3hlJSLIKe9biWmME8u0KCfdo+8B+t70MAHDGmJ5h+YCyjt6DOl8X1IKSKUQQ0QweM9YcrEGL04O+WUmYPSz8ABZrRdOrb4ooLaWw0EXbgH7b0Tp4eSA/3YYeaaE3ghP6Cd0p232G0EbBX0mj3BVR1+LE0S5k8V0eL5YVVAEApoehaQkIB6ER+WlweXj8tKe80z+7O8AClzaLKahryhTFKo4j1S0orW+DxcThnPHKxvNShvfwabwaKJnSomC8HSsDep7nxblmUjsVNeP7CvNSQXmjeHDuDIckgYiRvTrukGRQZ4rxaHP5xkGI6kpGVxKte8oa0Wh3Iz3Rgium9o/oezmOk/g66bv61ePlwbakAZ4pMTJTZYfTCf0yg4LqY3tnwGLiUNnkwDGfJJQRcKhkQP/55hJ4vDymDswS39/tEW0zVWZAH6nMVyylMIn4pMNurRi8F1jl95SBWR1W4g/MTYbZxKHJ4cbxBnvUryVesCvISjFp1misDTzP4xvfmnD+xI7PDQAwfZBwznt3bVGXf353g3X1JoYwoH98UQEuf209Hlu4r0s/p9Huwl6f3GY4XhEM1tGld6kvpc4U9gx4PvpFKCsKq+B0e5Fms4hSd1JMJk7sljOK1JeS5F00pdacbq/ohawk36/EsPxUJJhNaGhz4ahBklqxhJIpRBCxqMBd6pNVOXVkx8bzUlgyRa9Vl2oa0K/yVW90ZG7L5HS2l+h7kyEntAG98PfN727GnH8t67T28IrCKpTWtyEr2YqThoa/6Zs/Rlgcu1L93B1gY0HuTwD4D6Y7S+qxzKfH2llYUurEwTnISOpYao2ZPBcaKJkidqbYpJ0pwt/RTqYcqW5BXasLCRaTWPGtRN+sJGQlW+Hy8Nh3vPPPgkmKje+bEZYkACMWRQZEfBOyM8UcuIepbu68BOBmifa9kvRmRzDfFL3PT06PsgxkrDrGVuwXCh8uUAicJSWYMcYnibq5WN/rshS7s33plmh0pthdHry/XvAPunJaeMlFJgkcDTkdnufFZEqfLPJMIdrH4VbuaBc7U6L8ZuB5v9n2OeN7dfh6m8UsSuvsLtWvF2abwlrNOtqBrp+n9x5vxMHKZiRYTDhjbM+wvue6GQNgNnE4XN2CEoMFLEN5pphkexwmPd5ZNhfVgueFhHp+GN1CDOY1tEXn67erHfNzILrnGa+Xx+0fbgUgxJnkz5rBkilGkL/zenl/l1ZCbOJ8v/94G9pcHiSYTR3G9xg2i7+r0WiF07GAkilEEExnNFqHU57nRUOqk8Nsw2SwQ9IRvSZT3Mz0XCljHd1NONPY7ah6g1WHbz1ab6j2v9AG9IEff7+jrFP//zZfcur00flBGvztMc4XtNnlkwjTK2Lg0hqcTGGbv/8s2Y8b396EfV0w/mXJlHAPRMyE3iiydzzPi50pKQnB81K0kwmLdh0HAEwdmNVuezLHcaLU164umNDvKRMCCuMkhtLhQJ0pxqM1hGeKmZMnUxyd/hmi9v3AjnWOlWC+KXrvnAvw1IqxAT3P82LgMZT+9FRfZetmnVe2ShHHg0252nhLcR1eWn6wS8/i441HUdHoQO+MRCwII1gMBMqudZW6Vpf4e/bKCD84B0RfB52If5QMnoHYKQzsONaAQ1UtSLSacPa48MYH88LUczLFf36TdFNL1unNXZibHG4P7vpoGwDgtFE9kB6G3yUAZCYnYLJv/fjIVzluFDoyoI8WK/cLRaIzhoRfoAj41/UdJQ1RL1yNJ5RkCAOSKVH83X/cXS7+vDtPGRrydaKPUycLU7sTdomKglJnSovTjT98uh0vLjvYqf9/1YEqLPbFNM6f2BvZKQlhf+9En6z2piJ9JxTVgJIpRBBsA3KoqgU3vr0RG7tYEV9Q3oTjDXYkWk2YEUEbJgAM1rnMl0NBWsocZckEQNgM7vB5DXRkWDi+bwYSLCZUNTl0m8RSQnwWISrMGA1tkXuXbCqqxYvLDgEIHZwJxeQBWbCaOeyvaEZBuX4D+qGqwAEEVWyv92nZR0qzwy12JpweZjss863Zeaxe9741gFBpyfbXyZLOFEuUk+yAELR8fZVQmXbBxD4dvn6CT+prRxd8U5gkwJg+4fkWMaKtv03EP34D+vbXhKqmziVTeJ73d6b4TFEjhQWSNxXV6drQkwUtTRxgibEB/bG6NtS1umA1cyGlAFnyy0h6+GIyJUSA7NGF+/D04kK8suJQp/5/j5fHaysPAwDuOnVYu35mUlhi/EBls9jh2llYUrJPZlJQB05HWGLUvUnEL0xyVJ5MiYUBvcPtwQUvrgEAnDoqH2lhBvX9BVn6Taa0Kag8mCUdpJe9ug5PLy7sVFLjnTVFYgzimhMHRPS9v5kjeMR+sL5Y9JwyAqFks+USqdLXRkpJbasobzRvRGSFusPzU5FkNaPZ4caRKHltxSN+nzP/fY9VMoUVKg7KTRETuEoYKZnCzhBAYDKFrQ/LC6vw9bZS/Ounwk49i/fWCV28fbOS8NiF4yL63rkj8gAAi3aVBxQrEZFDyRQiCGmV2bLCKlz26rou/X9MluekIbkRH04G5QqT7pEqfZokKcl8+avboje57S5tgNPtRU5KgiidFopEq1nMWHc1kdadUHoWgF/eiBFp4GzJ3gpc8dp68eM5w/Mi+v6cVBvmDBO+59d9XZO4imdEfwKFrh15MqW8sXPaz8zboEeaDT3DrDrtnZmEwXkp8PLGqOBocbjFfytV0kRz8/3kjwVoaHMh0WrCWWFUWY7zdaZ0tsLS6/VLhI3uFWFnCguU6W8ZIkLQ6uvQCmVAz+hsZ0pxTSuqmhywmjnREyhSpg3KRk5KAqqbHfhlX0Wn/o/ugKMDb4JoJjlZ0HF4flrIgP7EfkIy5UBlc5c8nLoTbDxIk+xAcHKxs/5uqw5U4XiDHZnJVlx0QsfJdUavjETkpCTA4+XFZHlnYXJ5I3qG76fFsIh79y5dAtGNCOWZEgsDeubjBIRXfMJgRugF5frtXlTqhJB3kAKRG443O9xicvjKaf0xc0j4nq+AIG2ek5KAJrsbWw2UeG+yC2uFPOGn1JlS2di5/dOjC/fC4fZiQE4yTolQ9cRiNonKJ13xQo13xPnJHBxjAqJXhNJkd+HnvcK6/5/LJrT7WiY7eKCyqcvFD/EOm5dsFlPAPklJAi3SuMaxulbRP+uFq04Iy3heyuyhueiRZkNtixNrfDYAROfodsmUl156CYMGDUJiYiImT56MVatWaX1JuqMzut3tsaygcxJfADAgJxkcBzTa3V3SJY9X/Ab0wRvAaAbtmN/G5AFZYXnWTPdV4+vdp0NKKJkvs0zmK5JkyobDNfjd+5vFAPSzV0yM2NQUAE72VRCsKKyK+Hu7C+11psg34J3ZfPM8jzdWCVWvI9vx5lCCjYeNhkim+A+l0rXAEmUDeq+XF4Nup47MR6qtY+k7pvF6sLK5U5U05Y12NDvcsJg4DM5rP6kshyWTvDpM6huFg5VNESU+WkN1pkRB5ovnebzjM6adOjA74kIThtVswsWT+wIAnl5cqMuiEyC05FosDOhZ0GtS/8yQr8lPtyE90QKPl8fhKv1WtkppCTEe5OtzZ08QbD04f0LvsLtSAEECksnTdrZrlcECzp1JppCvlvHoMMkbxfcCk0Q9Z3wvnD46vM5qABjmk4I83mDvVGd9d4ApCyQlKMsZMRoj/P2/3noMda0uDMpNwSPnj4n4ukwmTiygW76/e53fvtp6DFMe/QXPLNkf8ffWtwrxGrkvZTSCyACw9mA1ftojBJIfu2BcQLdquPTzeWKV1Ok3maJ0rpYmGaNVhLJkbwXsLi+G5KVgkq8YNxQDc1LQOyMRdpdX90F8JS8nQDmpGKmv0sKdwnrQPzs5YtlqQEgozvYV6v7j+z0Rfz/hp1slUz799FPcc889+Mtf/oJt27Zh9uzZOOuss3D0qLG0KGON0gaks+2pDa0uUQZh3ojIKvIBoUuAZbEjrSjpDvhNzyUbwCgb0Lc43Hh7TREAYHaYXRFM2mjVgSrDtCY3+yryU2xyffzA11U2hb/xe3nFIXh5wSel8NEzcX4E1WRS5g4XEpFbj9bFfSVHeYMd0x//BQP/vBCXv7oOLyw9EFaAL1TgEgiekyo6sfn+cXc5Fu0SgjU3zxoU0fdOHyTIE+p94wfA75cSpIsv/B2tZMqHG4pRVNOKlAQznrw4vPbk3hmJSEu0wO3lcbg68hbxY3V+Y+FIzOcBMhfu7ny3owyn/Xclpjz6C5bsrYhwTgpcE+QG9FVNjoiSGA2tLlz/9iYxmXL9zIFhf68Sd8wbiiSrGYerW3Qr5RJKgz0W8ntbfHvNye1IonIcJ/rV7Ne5Xw2DBQZS5AktWXKxM8kEj5fH2kNCImRmmCaqUuYOF75neRcLTgp9yZSRnUimWMkzxXCE6mgXk7xRqorbeaweywqrYOKAe04bFtH3ZiRZMTAnGYBwptMjbQoyzUqxjEgD919tKwUgyHt1JmAPAHNZMqUbFcOV1rfh3s92oLrZgReXHYxIQtTr5cWkXWZyYDJF6RYeb2iL6NpW7q/CDW9vAgBcMrkvZg2LfL0A/J68Byr0KzfVqnCek46LaK1V63xr92mj8zss2DWZOPGZbdVhXE8Km5fk0qhKc1NlhKonrHDkymn9O10Ez7yGimtaIx6HhJ9ulUz573//i5tvvhm33HILRo0ahf/973/o168fXn75ZcXXOxwONDY2BvwhOkZpUHZWE3xrSR28vOB90jcruVP/BzvQbtHhpKso88VF90D2z+/3oKrJgQE5ybhsSt+wvufEwTnIS7OhutkpthF2J6qbHdhSXBugV9kRjXZh8xfclty5zpQWhxtrDwqL3f1njoyo0lJOv+wk5KYmwO3l49pE8qnFBTjxiV9R4esc2XCkFv/+eT/eXH2kw+9t9rWFK3UodFXm69d9Fbj9w60AgNtOHiIebsJl1rBcmDhgT1kjSuv1veEQpVxCBMw8PI8fdpbhrdVHulQF/+nmEgDAnacMC1v7m+M4MchVcDzyACar/OmbFXl3GHWmdD82F9ViR0k9dh1rwL2fbhc//5v3NuM/P3dcbVnnq66UBwTkwWO7yytW7XeE3eXB5a+tw0pfleqDZ4/EGWN6hvW9ochIsuKUUULC/dNNJV36v+IV/7ykfCiN1n6p0e7CnlLhrNCRv9nwnsZKprR08AwYtZ3oIr/tgy0ormlFgsWEqQMj9w9iBScbj9Til07uWXmex/4udaYIf0crgE7EP6GKgMyS/VI0YFJTF0zsg6E9In9vMhnVH3Ycj8r1xBtiMkXyHJTii+UN4Z8djlS3YNvRephNHM6b0LvT1zbbFzjed7wRdS3dQ2HjU4m3jNvL49eC8CWmm51u0XdR3pkiP08DkRXH1bc6cd8XO+D0eJGcYMaf5o8I+3vlsGr+bSX6iy0xWhUKIDiOE8dGtIpQmGrDiYPC80Vme6tlBd0nwdgZ2P0Plo8PnpyqI4iz1rc6scJ3hjh9dOSqP4wLJ/WB1VcctrKbdc7FE90mmeJ0OrFlyxbMnz8/4PPz58/H2rVrFb/niSeeQEZGhvinX79+alxqt0dJZ7QzleBNdhdu9FUPtGdG1RGsfX/RruO60qbmeV5sEbcpGtDzsLs8nTa9brS7cMPbG/HZ5mMAhGqmcAP6VrMJl08RxstHG7pX59fu0gbMfmoZLn55HW79YEvY3+fXeJXLiAS+rsXpCfCVCMV3O8rg9HgxKDcFQyKUFJLDcZzYHXHJK+uwcOfxiGSO7C4Pnv/1ABbuPB5VGZjS+jb88bMdePSHvdhcVIuXlwcaz7Iq4v8u2d/h+5hVMqUnBQfWuyLzdbyhDTe/u1n8+Hc+Q8hIyE21YUxvn/l5SX3E39+dYDJf8g4tVo1fVt+GOz/ahod/2NvpKvjaFif2lgkBywsnRdatxQy3t3fiObDOlL6ZkSf2xc4cipN1CwrKG3HZq+tw/otrcO4Lq+H28kiwmER5lBeWHcSgBxZibYhuM5fHK64J2ckJAV9TOgiFGyT5bnsZCsqbkJxgxuvXTcFv5wyJ5NcKydXT+gMAvtpaqksj+lByCdGWVnp5+SE4PV4Mz09F/+z254mheULXtFFkvtpCdGrJx0N1izOifcaesgb87EuAXDixD7JTEjr4jmD65yRj6kDhrHDvZ9s7pYN/rK4NTUwG0ufXGAmiZwqtEYYhZDLF915otrvxzJL9OFLd+TnC5fGKXQ03nhRZVzXjnPFCMmVZYaXYha8nxPVBErTkOC54bmp2hhVHcHu8+POXOwEIyZC8NFunry0n1SZ6le44Vt/p/yfWONweHKhogsfL4+vtQkcOKzz678/7UVDeiGWFlR0G4NlZz2YxBXdsKcSXjkeQ4PpiyzFUNDqQlWzFqv+bF7b3pRLTBmWD44DdpY26rMr3evmQ8tksqeVwe1HbxQRfeYMdxTWtMHHA5IHtF6AwzhjTEwlmE/YebxTPgnqkOURcSSnOWtPSflzD6+WxcOdxvLz8EBbuOg4vDwzJS+lUcl28DhOHv54zGldN7y92WhOR022SKdXV1fB4PMjPD9QJzc/PR3m5stnhAw88gIaGBvFPSYk+K/aijZKmZaTtZ4t3l2PSw0vEjyPRd5Vz+qh8ZKckoKS2Db99L/zgeLzT5vKAnTelVQNs8+dwe3DpK+sw88lfUdmJZNZ/f94vbsDTEi0RV79eMa0fOA5YfbC6SwcBtXn21wNildKK/VX4dFN4yaAmX2dKeqK8LVmhgiCERv6SvRWY8ugvuOXdzfjXT4UAgKun9w/Lp6YjrjlxgPjvOz7aige/3hX29z7w1S78Z8l+3PHRVny6qQQNbS4s3n08rKRQe/z+4234cusxvLH6CC55ZZ34+T3/PANFTy7A3ofPwMieaWh1evD++qJ2/y/WGSSvZAKCN+DNDndYB0Ke53HSk0vFj9+8fgoykyMP1AD+hHA8dwZFA7EtPIRPRIUkkcVauyPlk01H4eWBsX3SIz4MnThYSCqu7oTk2rG6rnemREvmjIgtX245Bvmj+uDm6Xj9uilioQDPA1e9sUGx25B1pZi44ASvYjKlNbwD6WKfL8Qd84Z2aV8k58TBOUizWdDm8ujSaLhVIVgGBBrQby6q7XTxCSAUjrCCgBtmDupw3WbJlu6ouV7T7Ig46eYveGg/meJ0h9ep1dDmwt+/3Y0Fz60WP/fbuZEXOzD+c+lEWM0cGu1uvLziUMffIIOtKeP6ZkRs5gpIDehpjTAKoTp52Zh4a80RPPvrAZzzXOf9XXcea0Cr04OsZKtoJh8po3ulY3BuChxuL5bsVY6ZdGcafUHLcNbqjoqxeJ7HW2uOYMORWljNHP5w2vAuX9+EvqwYKz7PD1VNDox4aDFOf2Ylhjy4CCW1bUi1WfDVbTORYDGhsKIJZ/5vFW58exOe/fVA+/+X73yco5AUl0ukAuF3C/E8j899xaH3zh+BnNTOJ7gAID89UeyQWBpB5013oU0iCR4kzelb3h5ftA9TH/sFaw91XsKafe/o3ulB8ZNQZKUkYO4I5iWkv3vPYHGNcOalmg46el9ecQh3fLQVTy0uwF++3g0AOG1U188Q180YiMcvHCcWrhOR022SKQz54Ybn+ZAHHpvNhvT09IA/RMcoGSNFEszfX9GE33+8TTxQnDW2J87tQotsVkoCbj9ZqN5csb9KN61oLBjMcYFVTWySLappxa7SBrQ4PaKWdLjYXR587dN6/felE7DrH2cEbfY7om9WMk72ySF9EmZCQkvanB4crGzCkr0V4DhghC/L/sgP+8LqrArVmSI3oAeUpb7sLg8e/HoXqpsd+GVfBWpbnEiymnHplOh0xM0YkoNv7zhJ/PiLLcdQ5Ety2V0esVOF53k8/+sBjP/HTxj454U44ZEl4nsBAP781S5M+OfPuPWDrbjopbVicJglk8LlWF2r6IfESEu0YMff54tdDRzH4da5wth9a02RePBUggVqlJIpShvwcJ7piv1VYkD1v5dNwKld2HiM7SOsH7t1XEUD+DtTkuWdKQrjgHV6REJJbSueXiwkGm+cGXmV5cwhOeA4wYQ+EskGwB/07NdBxbkSFrEzhQJl3YEVsn3CzCE5oqH4P88fg7PH+YsLvttRFvT9dS1M8zsh6OCjVFUWTnUfC/gDwJxhkXvItYfJxGG6L9H43Y4yON3eiLoX4x1Re1qe5PU9m083leCSV9bhfl81caRUNtrxxKJ9AIBrTuyPK6Z2vG6zeaS4pjWqHZ+x5uONRzHlsV8w/38rw5Ytdbg9YkJLXpCgWGUZouBEylurj+DddcXix49dOBZD8iLvCGH0z0nGOzdOAwB8uumomDzviJ/3lOO3723GA18JBSonD++cbIbYJUXJFMMQqjNFfo5ucXo6razAtPGnD8pRLHYMB47jcN5E4Rz++sqOZXe1gud5LCusxB0fbcVnm8MrgJWef+TnB6W5qb1OCJ7n8X9f7MTjiwoAAHefOgwTOjDUDgf2f3QlaB1LHvlhb9DnzpvYGz3SE3GVr+uV8cH64nbnuArf/c1XKJRS6kzpSLb5x13Hcf1bG3Hyv5ejsKIJSVYzzhvf+ZiSFBbjWNGN/GzChclyclygLy/gP8/9uLscHi+P33WhUPk93xp+yojI1k3WSdrZojw14Xkeaw9VY3lhZUQ+wo0hFDciKdIFhO7Et9cEztvZKQm47eTodLYTXaPbJFNyc3NhNpuDulAqKyuDulWIrtFVY6TXVx6G0+PFrKG52PbX0/HS1Sd0+ZpumT1YnHive2tjt+qUCIXoEZFgCUgIKt3/fccjC+Cy7oM+mUkRy+hIuWSyEFD4aXd5XAcLPt10FKP+thin/XclAKGb6f2bpyEjyYpmhxu3fbClwwMuS6YEdaYonF2UxsO320uDAhMPnz9GMTnQWSb0y8Shx88WP35/fTE2FdVi6mO/YOaTv2JZYSXWHqrBf5bsFyu1WJCPGVBKKaxowvxnVuCWdzdj3D9+xjnPr8IBn/57eYMdaw9Vh7xvrOtp6sAs3Dp3CPLTbbhz3tCg3/ec8b3QPzsZtS1OfLHlWMjfTdx0KFS2KCW0QlWX1bY4cekrazHwzwtFk8IbTxqIi04Izy8oFGN7+ztT4nksdBWW5A3qTFE0jowsmfHNtlLMfnoZAMFH64JOzE2ZyQmi1nEk3Sk8z2O/z2iSSS5Eglh1rB+lSd1S0WjH/opmmDhg+99Ox8HHzsJHvzkRVp9WW6LVjJeunixWnCrJDLC5PNzqyvY6U5rsLry/vhirDlaj0e5GktWMkb2i31J/vi9Y9trKwxj+0I8Y/tCPYsK7ye7C6gPV3VbiJaTMl2/vxNY71vkTKU/+WIAmhxsT+mbgn+eNDStoOTA3GYlWE5rsbnFuiXeqmhx4bOE+8LwgT/bXb3aHtZ7V+zp+zCYO6UEFJ0qSFe0nFx1uD77f6U9injKyBy6a1LU1GgBmDM7BoNwUeHngrdVFHb6+otGOOz7aKsqMsWvpDCzh7vZC13sEwk9rCOk7pfmjs96jLNjIzII7y/UzBsLEAXuPN6IsDr3/Smpbcdmr63Dj25uwcOdx/N8XO7G0oGP/I3Z2MHHB+1al4tBQkk52lwd/+WY3PvedU9ITLVErhjt9dD5MnOAj+bdvd3dYoNricItd8JVNdny66SgKyoV9SkObC3/7djf+98v+Lks0AcJZT1pQMjw/FfNH5+OPpwv7o7+eMxr/umQ8XrlmMpKsZtRIZHoV/z/f79ZLIZkiNaBnYY/2iqI2FdXitg+3YsX+KhT7pBuvObE/MpKjc66e55vrlxdWifc33qhstOO9dUUR791amWSzLMYEBPsJNXViX9jm9OBv3+4WJZel6hnhcOooYUysOlCNw1XxvX/6YssxXPX6Btzw9iac89xq/PWb3bj/i50dzqONoeJKismU4LF8qKoZe8sa8cPOMlQ3O5GbasOGB0/FX88ZjS9undFppQ0iukRWqq4hCQkJmDx5MpYsWYILL7xQ/PySJUtw/vnna3hl+kNpkIfrmVLZZBer4K+e3h9ZndA+DsUr10zG5Ed/ASDojt992jAUVbcgL80mVsK316kUb7CFMTUMLcVIg5bf+vROb541SPF5hsvcEXlIMJtQVNOKg5XNGBaHmorFNS24/8tAyas7TxmKHumJ+Og303HeC2uw9Wg9bv9wC169dori/9HicIuVr9mpcn380J0pFY12/Ly3Ai63V+ze+fNZIzFtUDYG5aRE9f3vvx4Of5o/XDR2Z+buTYDoUQQInTkmE4d9xxsxeUAWHrtwLGpbnLjq9Q246IQ+aLK7sWRvBQ5VteCQT/N9d2kjbnh7E76+YybOeX41qpsduH7GAPzjvDH4cmsp/vT5Djy0YBRunjVITKacPKIH7pg3FH8+a6Ti9VrMJlw9vT+e+LEAKwqrcN2MgYqvY8GXLIVNslJCqypEFcet72/BpiJ/x0yi1SR2x3SFET3TYDZxqG1xoqzBjj6ZkUtFqQ0L6EQyJ7LnINet76qX1oGKJtwjMQF/7MJxnZ6b5gzLw85jDfjT5zswrEdqWJWDZQ121LY4YTZxnTIXZiZ9Lqo6jntYEGJYj7R2DxsjeqYGvF4KCwgoydApVVdWhEju1rU4cfHLa3FYUgAyvm+GmNiJJicOzkGC2QSnpHLu4pfXYuHvZ+GpxYVYub8K/bKTcOaYnmhsc8Nq4TC+TyYundJXtX2T0+3F80sPYFyfDMyPQHrUL/PVcSA/0n2g3eURNeL/du6YsOclm8WMqQOzsepANdYequ7UvKI2jy7cGxCUWbynHF9tLcXFk9tPZLBkYWaSNejeKt2vUCb0e8oa8M/v9mLv8UY0O9zISrZi+X3zolZ0YjJxuOuUobj3sx1YeaAKPM/D7vKiotGOgbIkOs/zuOujbXD5jLBG5Kdh2qBsjOvbOY9HaeDWyyvvW4j4paHVhc82l2Df8UbcdvKQsM47HRnQS6lscqBvVvhdsYeqmvHrvgqxaOSkoblhf68SWSkJGN83E9tL6rH6YDUui1KiIBocrGwSi+ESLCax0+Smdzbj2Ssm4vyJoQtvpFI6QUHjCOIZ932xE9/7kgpXTuuPe08f3iWvFCl9s5Ixf3RPLN5TjvfWFWPhzuP46Q9zkKsgVbVifxWuf2sjAKEQ7Kfd5SjzxQBmDslB36wk0Qt129F6vHH9FNz0ziasOlCNb+84CRP6ZYLnebg8fFhyhf9dInSKD+2RiiV/mKM4v7Ok0uebc/BrQSXWHa4OOU+W+jrWe6YHn5Gk5+lBOSk4XN2CyiYHPF5eXEeWFVTi+aUH0DMjEYt2BRZHDMhJxj1RkF1jjOmdjlNH9sCvBZW4/q2NePuGaRgdgZRerGNObo8Xt324FVuK6/DB+mK8fM3ksLs32Tovn5sA4VwuJ5Lfpa7FibOeXSXuky/wdTFFwpC8VMwaloeV+6vwy74K/LYLXamxhsVZAKEItdBXdLqtpA6L754TsvimMUxpVCDYM+WnPeW49YMtkNZlXHRCH+SnJ+LmWZ3zziJiQ7dJpgDAvffei2uvvRZTpkzBjBkz8Nprr+Ho0aO49dZbtb40XaEcNAuvombdoRq4vTz6ZCbhzLGReXR0RE6qDf+6ZDzu+2InnvllPz7fUoJjdW3olZGI7+6chQOVTbj1/S2YNigb/7l0YtQqFzrC6fbi2+2lSLCYcO743mG3YYvJFFvHk2wkQcvS+jZsPVoPjgMW+EwHO0uqzYKpg7Kw5mANNhXVxWUy5ckfC8R/zxicg1nDcjG+byYAYEzvDDx49ig88sNe/LSnAgcqmhR/B5YcSbKagyqblGJelU12vLPmCP7xfWBrtIkDLprUJ+JNRaRcP3MgPt1cgpJatmlNRH66DTuOCUHB3NQEvHXjVMWAf9GTCwAIkjO/eW8zfi2oxOxhubh6en/c+sFWlNa3Ydpjv4qvf3ddMX7aUyFumh5duA+fbirBgUqhkiScKk52CFx5oApl9W3o7bsunuexYn8V+mcni7+LkgSTcmeKcD0ujxefbCpBSW0rhvVIxUafjA4AnDehN/44fzjyo/A8Eq1mjOmdjp3HGrCsoDLiKhw1qWi046/f7BarbTOSrPjg5ulhBYlYq7Fcj1ipGj+SJC+TUEmymrH+wVO7FDy7fGo/vLH6MOwuL37z3masuG9eUMW6lIZWl+idM65PRpApZjhYSQ8/rqhqciDVZhGf++7SBjzyw16M65Mhvoc70pefNigHFhOHwoomHKxshtnE4f11xbCYObEjT2nukK7RvTIScbzBHrK68l8/FwYkUgDgphgdhPLSbPjytplYuOs4lhdWit4pUk+Kkto2vL5KKhdwFM/+egCr75+nSkLlH9/vwUcbhMKDfQ+f2e64ldLsEA6lwTKcyhV+kQTB3lx9BDwvdCFNilDSZeaQXKw6UI2NR2o7bQ4da7YdrcPTiwtRUteKY3Vt4Djgi1tnYnlhJZ5fehB//HwHHv5hL/596YSQPj6sAjpTqdghjMAAAOw8Vo/zXlgT8LmHFoyOavcuIFS8piSYcbCyGV9sOYbnlh5ASW0b/nPpBJwysgceXbgPByubUNnkwPEGOxLMJnx26wxM7KKcjzSZ4pYEB4n4h+d5XPrqWrHD7EBlM76946QOz3Oix5xN2YBeSkdeHVLeWHUYjy7cJ348oW8GhvboerBx9rBcIZlyILxkyrE6oZBu9rC8mL2fXR4vbn53s/jxV7fNRHZKAub9ezkcbi/++NkOmE0czgkh7dTQplz9DYTqTPGv1ZuLamGzmFHT4sD3O8pg4oDnrpwU8md1hX+cNwYcJ0gr1bQ48Z+f9+OJi8aJX+d5Hm0uD/7x3R7xc2+vKQr4P+SS3yv2V4mJFAA4/8U1+OLWGXht5WEs31+FB88aiRtOGoTXVx7GY4v24faTh+C+M0aA4zi8uOyg6O0JAH88fXiHe4AZQ3zJlEM1+O0c5SI1tt8ZnBfcAS6NL/XNTkZxbSs8Xh6XvLIWb1w3BYerW3DjO5sCvifBbMKiu2fjeEMbThycE9VCFI7j8OTF43HZq+twpLoFl726Dl/cNgMjewbvHZ/95QD2Hm/APacNx6he6Xj+1wN4bdVhPHrB2HaTfV3hh53Hxe7i/RXNuO7NjXjnxqlhxWJYN2mWQkGRUkFQVbMDPdLCOyt/ufWYGBN4+PwxuLaT5+FZQ3Owcn8VNhfV4bdzOvVfxJwj1S0oKG+CxcThplmD8NrKw+LX9lc0Y8WBKswLIXHGihMzk+RFugr71ianmNCyuzz453d7AhIpE/pl4s5ThkbhNyKiTbdKplx++eWoqanBww8/jOPHj2Ps2LFYtGgRBgyI36BWd6QrBvTf+LpSzp/YOyYH8wsn9cF764qxq7RB1Os/3mDH1Md+EV/zy75KTHj4ZwzKTUFpfRteueYEnDIydlJwr644hP8s2Q9A8Iu57wzlCn05TOYrJUrJlMNVzbj2zY0o9bUdThuYHZUg8tg+GVhzsAZbj9bhqun9O/4GH61ONzxeHlazCQ6XNybJrSV7K/DjbqFy5avbZ4pmclJunjUIqw9UYVlhFZ78sQBv3jA16DWsyyEvzdZu1aXNYoLD7cWLy5TNTW87eUjMEykAkJZoxUe3nIjPN5dg0oAszBySA5eHx1++3oXjDXY8cdG4DjsnTCYOb1w/BaX1beiTmQSO43DRCX3w1VZhDCdYTDh7bE98s70sSNOWJVJO6J+JUb06ruIZ0zsdJ/TPxNaj9bjitfX4+Q9zkGg14+mfCvHy8kPgOIibBqVkitKBiI2JR37YK2q2MgbnpuDHe2bDZok8aN4e547vjZ3HGvDQN7vR5vRgxpAc0Zg+XqhqcuCyV9eJLfGAIAtw3xc78OPdszucl5nWfZ6sQ0tp813d7IDT7e2w+u1YXSs2+w4E7940rcvBs37Zyfjl3rm4/NX1KK1vwyebjioGMutanLjjo60BB1CpV0Yk+GW+KJmiBduO1mH1gWrcevIQHK5qwRn/E6pYpw/KxmvXTsHvP9mGw1Ut2HDEn0y9Ylr761V2SgLmDM/D0oJKfLC+GF9uORYkd9BbUarCPxYG5qTgeIMdxTUtviBVFWYNy8Oygkos31+FHT4JBACYNigbV0/vjzMi6MiIlHF9MzCubwb+fNZI7K9owvxnVopfO6F/JswmLqBzDxAKMP7yzW5sPFKLg5XNHVYCd5ZNRbViIgUAXlh2IOz9UiMLmIWhPV3RaI8ombLMZz577YwBEXsSsCrWg5XxKVOx9lA1rn1zY4Bc56kje2DygCyM75uBZYWV2F3aiIY2F/7vix1Y/+CpiusmCwQrBVvCkflye7xiQp1x1tieojRdNMlIsuLKaf3xxuojuO8Lv4fOHz/fofj6s8b17HIiBQi8D24vEJ2adkINdpc2Bkj17SptwNfbOu7YYl5/aWHIuFQ1hVd8Ut/qxOOL/ImUK6f1x18WjArrezvipKG5eH7pQaw6UAW7y9NuYQnP8zj/hTWoaXHiohP64L+XTYzKNTDanB5UNNrx+qrD4n51wfheGNM7HRzHYf0Dp+K+L3bil30VeOib3Zg9NE/xHMmK4eTd1EBgPCMr2Yq6VpcozXPBi2tEiSLGjScNikkiBRC6XF++ZjK+3V6Kuz/Zjo83HsX0Qdn4alspVu6vwtAeqWhzesQzPMNq5vC3c8fgr9/sFj935pieKChvRFFNq5hIYVzyyjrx3//4fi+eX3pQnI9fWn4IQ3ukYuX+Knyz3S/tlZdmw2khEulSTvT5sm0qqoPL4w1IbHi8PH7dVyGauSt1UEiLslJtZpw4OBtrDtZg29F6UXmEMSg3BTkpCbj39OEY2iM1KslEJfLSbPjqtpm46d1N2Ha0Hr//eBu+u3MW/vbtbgzMTcHtJw/FwcomPPOLEOdZd6gGV07vj1dXCEH1uz/Zjs1FdXj4/DGoanIoxhEipaLRjh5pNry/XjjbXjG1H9YdrkFxTStOf2YlZg3NxX8vm9BuvEHsJlUYM0pn6vIGe1jJFLfHizd8BTl/mj88pNpEOEweIMRsth6ti1tlmSV7hRjTiYNz8MBZI3HjSQPRMz0Rjy7chzdXH8Hnm0tCJlOKa4TEYn9ZXEOpaL3N5cHcfy1HRpIVWSkJKGuwo3dGIl67bgqOVLfg9NH5nSoEJGJPt0qmAMDtt9+O22+/XevL0DWRGtB7vDzeXH0YX28rE709zovBAQkQWhP/c9kE3Pr+FlQ02jGhX2ZIc3bmq3LTO5vx0IJRuObEAVh1oBqT+mcqttZ2BpfHi/fW+wO5Ly47BJ4XEiTnTejdrtFxaMNz5c6g9hYat8eLOz7aFrAJu2X24Ih+l1DMGZaHV1ccxtfbSnHRpD5oc3kwrk8GeqQngud5rD9cizF90pGeaEV9qxNvrj6ClfurxC4Jxn1njMAd84bC7vJg5f4qTB6QJVa/L9x5HMkJZlG/1OXxwuH2BnXtMOpbnfhmW6nYGXLqyB6KiRTGXxaMxrLCFVhaWImaZgdyUm3YerQOP+46jvF9M8WW8vz04PeFtCti9rA8/LIvUMN3yR/moLS+DW1OT0yDZHL6ZSfj3vkjxI9tFuDZKyZF9H9wHBcgO3D3qcOwt6wRBeVN+PCW6Zg6MBsLxvfGb94Tqsa+vG0GGu1u3PTOJnBA2O3WHMdhwfje2Hq0HkdrW/H7j7fh5BE98PJyISnFEik90myKgXbpgWhkzzQUlDdhS3EdXlh6ICiRMqFfJt66fkrUEymAEGz7eONRHK5uwWOL9iHBYsLP98wJkg9RoqrJgYd/2IvzJ/QO69DSGbxeHle/sR7FNa1ItVlwxpie2Hu8EfuOC89045Fa0aQ6FDU+eRZ5Z0qoqsSKRnuHhu5//EwIYk0bmI1pg7LD/XXapW9WMm49eQj++s1uvLHqCC6b0g8WM4cfdhxHs8ONCyb2wT++3xO0Plw/c2Cnfp6FZL6iRl2LE4eqmnFC/yyYTBzcHi82F9dhcF4K8lKFg+iywko02904Z3wvbCqqw2WvCgECVrjA2HCkFhMe/jnoZ5w1tmdY77ULJvXB0oJKvLO2SPHrSslS6UFoXN8MrDtcg2WFQsIeAP79c+A1mk0cCh45MybSXu0xPD8N395xEs5/cQ3G9E7H69dNQXZKAhxuL1weL1qdHvzxsx1YfbA6IMlx9yfbcbCyGfecNjyq1cjrZWPxjVVHcMHEPmFVWYpSLmHslyLxJvhsU4mY6L24E75aQ3zVtwcqm1Hf6ow7Dev31wWaBZ84OBuPXShUQ1vNJrx/03Q88NUuLN5TjrpWF9YfrsVcnymvFFbNHa7sXVWTA2+sOozvdx5Hms2CjUW14j7r5z/MwaDclJiOh1tmD8Ybq4+E/PrInmk4Ut2CYfmp+JNkH9UVpDUFZELfPeB5Hsv3V+EWX2fEgnG9MLZPBp5aXIC/fbsb760vRqLFhA9umR70fnV5vGL1t/xM2RXv0R93l4O9fbb+9XTFJEFnmTwgS+ymfH9dMQrKmzBjSA4u8SWNdpTU44+f7wDP86L8LwB8tbUUV0ztD7NJkMMalJOCJy4eF3YluxyXx4vzX1wdkMD681kjAyR5s1IS8Mo1J+Ds51Zhf0Uz7v9yJ16+5oSgczDzQOmdqZDolbx2bJ8MrDpQjZ/2VODqN9YHJVIG56bgD6dHT0IqFOdP7IN31xZh69H6AOlbaUL+vZum4aShQhdR36wk5Kcn4prp/fHdjjIUlDfh1jlDsK2kTvSFXDCuF+4+bVhA8QRDnti+97PApPKk/pm49/ThYc3Ho3ulIyclATUtTny4vhhfbD0GnhcSJ2X1beJammg14YQBmUHfL10rEi1mPHnNeDyzZH9AB06i1YRFv5+NwSrKPmWlJODVaydj1lPLsL+iGSP/ulj82vrDtVi5329Q32h3i4kUxvvri8XEx9zheXj+qkmKnVIdUdloF2W9xvZJx+7SRiRYTPjD6cPxR47DGf9bidoWJ1YfrMYzvxwI6GySU9/KpLOD5w+l+el4gx3jw9gCrdhfhfJGOzKTrfjNnK7Fmcb0zkCC2YTqZidKatvQX8HbVQt+2FmGB77cBbeXFyXgTx+dD47j0CtDKFRdML4X3lx9BGsO1sDr5RULcYp8SeKBuYG/l1zpITPZivpWF47WtgZ8/v6zRmJsn4y4K9okAul2yRQi9kgnhOQEM1qdHtS0OOFwexQDlG+tPoLHF/mllnqk2TC8R+zkoIbnp2Hpn04WJ6+GNhdueXcTGtvc+PA307HtaD3+83MhqpudotzHowv3iS3TFhOHxffMiUqVw9biOlQ1OZCRZEV2SgKOVLfgJV+A+P11xfjurpNCbjaZbILc4FZpkWtzedBod4es6P5ww1ExkZVoNeGr206KSPezPU4amoszxwhar1e9sUH8/OHHz8ZX2wQfjQl9M3D3acNw0zubQ/4///qpMKClGBA2jL0zE3HHR1sBCF0kp4/Oxy3vbkazw40F43rh6UvGw+3hUVTTgvF9M8DzQkVRkaTy/rcdLOhDe6RiVK907DveiPfXF+OaEwfgopfWBr1ukkJCRrrmzR2RJ7x/9pTjzDE98cq1kwEgLuXPOsOAnBQsview1/b00flYff882Cxmsdp30e9nI9Vm6TCILuW6GQOw6UgtFu8px897K0QJqh5pNvGQeWWISnJpgnfuiDwUlDdh69F6bD1aD0CQLnjuikmoaXHGrHoJEKS+nrl8Iv7yzS7sLm2E0+3Fowv34o3rhW6nNqcHiVaTeNg7VNWM5YVVOH9ib9z18VasP1yL73eU4YWrJmHBuF44Ut2C5ASLYoAqEo5UtyDRasKW4jrxcPrJb08UN2APfLUTH28swcM/7MUPd81qt/qnJoJ5CRC8JZTeBztK6vHy8kPYeaweZQ12WEwcnrw49Ma/M1xyQl88/+sBlNa34d8/F8JmMeOVFcL8+3eJVEKi1YTfzRmCm04a1Okkm9YyX04Pjzc2VaN3uhUXjM6E08NjY0kL6to8OGVIGlIS1A3UtwfP83B6vOK9bnG48f2OMpTWt+GCSX3wm3c343B1C0b2TMMHt0zHC0sPismM4fmp+Pu5Y0T/p7s+3hby5+Sn2wIkSJ+4aBzmDs/Div1VOHdCeAUdp/skgVp82ve/mzMYbi+PN1cfQU5KgmJCxixZFGYMyQlo+1fi3RunqZ5IYUzolylKOzISrWYkWs1IS7Tig1um486PtuKHnccDXvP80oN4fulB/Gb2IFw3Y2BEc72UykY7Xlh2EA1tLjFY9PdzR+OrraXYVdqA059ZiXPG9xIMyNtJZvi1p2UV4J30clpzsBrf7ygTq3pH9kzr1O/YO8PfATrx4SUofPTMmCTyO0Oj3YU1Pr+FL26dgfF9M4O6CLNSEvDKtZPxwFe78PHGo1iyt1wxmVLuC1gqdTsrFWB9sTm4ywsAHrlgLIarsF/qmZGI92+ehpvf2YyzxvXEP84dgymP/QKPl8cb102JSUGDieNg4gS/FEq6xz88z+PPX+7Cp5tLAAgBrb+dK8jOfbihGMfq2sTOwm1H64PWgjrfXsnECV5CUjqb5HV7vHjXtxb++ayRUU2kAEIC9da5Q/D37/bgMV/3y5dbj+HDDcVoc3pEaUglWEEDAByuasFDX+/Ga9dNwbajdRjZMz1syUYA+GrrMXGvmmAx4fwJvXG9QoW7xWzCP84bg6te34DFe8qxvaQ+6JzGEr29MpQ8OvzPYcqAbHG+X3PQn9hf++dTkGQ1Iz3Jqpo032vXTcEUWSdGn8wkVDbZ8af5IzDHNwezyn1AKEo7f2IfMJfgk0f0wMLfz8KR6hYsGNcLHMfh0QvG4qFvdiPNZsGr107GNW9ugJcX1rd3bpyGy15dJwZs5cmrcDCZOJw7oTfeWVsUIHO9R2ZIf9vcoYrroHStSEwwIz3Rir+fOwZ3nzoM//l5PwormvDXBaNVTaQweqQl4v4zR+KRHwLlu6WJlJeuPgH3fLJd9KX77Hcz8NGG4oAunxX7q3Dtmxvx/s3T8POeCvTKSMSMwTkwmTjwPA+Pl1f0LAGAh3/YK8p67S4V7umpI3uI6+6jF4zF7R9uFa+rvSJbUeYrRalAMfj1oaRqAUFp5Oo3NmDb0XrRvP7SyX27vNdJtJoxomcadpU2YE9ZQ9wkU55Zsj9g/5KXZsMFsm7t8X0ykGqzoKHNhR3HguelhjaXGOcbkBNYcCkvQJnQNxMrJO8zs4nDTScNxHlhnmMIbaFkChGE9HDaJzMJ5Y12NNndOFzVglG90rGluA53f7INDa0u/OmMEfivpFJ0Uv9MPLRgdMRSCZ2B/YyMJCs+v3Wm+PnTR+eLus9l9W2Y6dPKZ7i9PO78aCt+vHs2nB4vDlY2Y2TP9LA3UUdrWvHS8oOY1D9T3AzOGpqLZy6fiBve3ihWQpc32vHAl7sUZaUAoLqFtSbLKppCLIyVjfagZIrHy2PHsXoxcPjIBWM7rV3ZHg9fMAYrD1SJZosAMPjBReLBfMexhoBESkaSFQvG98KwHqlISbBg7/FGxcrf63wmewypoToALNx1HAt3+YM8k/pnYmTPtIBEyhe3zsCUgR1XIF8/YwD+/NUuvLn6CH6UmdoxZg8LNniUdqYkWkx48eoTsKesAcNimDCMN+SmmeFIe8mxmk145drJOOf5VQGbxNevm4KdpQ3YXdqAy6cqazhLx+boXunISLKK8goPnj0Sl0/tL7bGxpoJ/TLxw12zsf5wDa54bT2WF1ahuKYFn20uwcvLD+EPpw3H5VP7Ydrjft8Z+eb8zo+24U4IQeK0RAt+uGuWuNlqc3oiOpSuPViNG97eFGA6fcnkvgGVLNfPHIiPN5ZgT1kjnvixAA+eHVoygiWgc9PC60xR8k05WNmEa97cIHbfAcCsYblRPyAlJZjxz/PG4LYPtwZpSzNOGpqDD285scs/i8UgXRrJfH28oxbf7hO6/Qqr7LC7eaw9KlSOLixswIMn98TyI02wgMep/YWt3e7SBqw6UI2rpvcX1459xxvROyMJGclWuDxefLX1GOYMz1MMRISLtCqrpLYV17y5AQ1tLjx18XicMaYn7v5ku9jR9/zSg+L3FZQ3BQUU9lc042pJ0j4Ufzx9OO46dRj2lDVg/eFajOqZhhlDcsBxXMikrBJJCWacP6mP2Jlx8eS+GJ6fhj+cPhwWE6fYVi9do9NsFtxz2jD875cDuOuUoTh5RB7eXVuMiyf3RaLFhAn9MuO+Nf/fl07AzCG5mDEkB+mJFtz18TZxH/P6qiN4fdURLPr9bBTXtGBjUS3+NH9EkDypEttL6nH9WxvFuZpx6sh8LBjXC2c+uwq1LU78sPM4Fu06jhMH54h+WnIa7cq6+KE6eTvid+9vCTBif+fGaR1+jxImE4dbZg0SuyAufWUdPvntiUhO6PzxqqtyF8U1Lfj9x9vgcHvRaHejf3YyJvbLDBnAAYCTR+Th441HsdknAcf72kXZdbBO42EKxQrSZ8DWZqVEyvzR+bgqgrHZVWYPy8P+x84SPz70+NkdSht1FbOJg9fDx1VnyrEGJ7KTLXTgl8DzPC54cU2Az+BLV08Wg5b/PG9MgI/HG6sOByVTqn1dvNkpCUFn3kiTvG6PF19uPYbnlx7Esbo2mE0cLpoUGx+GK6cJHQ4saAsIySLGoNwUNDvcGNkzDedO6I2zxvbEnKeXoa41cB5fWlCJV1YcEn0r/37uaNx40iDsOtaAQ1XNOHdCb5hNHD7eeBTLCiqxYHwvnD+xD7xeHi8sE/YB954+HLfMHtTufDlzSC7OGtsTP+4ux7KCSkzqn4UV+6vwyA978eczR4oqFErSxtK5KS/NJhYGstf/eM/sTnUQdJXcVBsW/X427vhoK66c1g+3zBoMk4mLeH4a0zsDY3r79/pXTusPHsCkfpkY2ycDP/9hLpISzOK9+er2mfh+Rxkykqy4sJPvryum9VM8z582Kh+/mzsYPB+YBJJilRSiJEoC8ZnJCXjkgrGdup5ocuPMgfh8cwkKyptw8Ql9wYPHisIqZCRb8cSF4zB9cA6mDMjCj7vLcebYnshPT8T4vhkYlJuKo7Wt6JOVhOd+PYAdJfUY/w9/x/TsYbm457ThuPSVtRiYm4Lv75yFFJsF764twnc7ynDHvCGYOSQXS3xFhgEFPpKE19njemHTX07DrKeWorS+DSsPVCsWPwD+TriclGDFDYtCNqU9D8wP1heLc4SXFxLPd84b1sHdDI8xvdOxq7QBG47U4qxxkfn8vrT8IL7YfAy3zB4ckQx9e+wpaxC78obkpSA9yYoHzx4VJDFoMZswa2guFu8px4vLDuGN66cAAOwuD575Zb/YvZRqswSprEjvv4kTLAxW7K9Cqs2CdQ+cAovJFFEcgNAW2lsRQUgrB5ITzBiRn4bNxXW44MU1ePqS8Xhp2SHRr4QF8ScPyMIXt86IO73D3plJKHz0TPzn5/1obHNh/ph83PTOZhSUN+HjjSVYsrccywoFrdKPbpneod+Fx8vj+rc34kh1Cz7ZVCJ+/syxPZFgMeGN66dgc1Ed0pOsuODFNVhWWBlS+sEvpxNeBfjR2taADoif9pSLB2YAGNsnPWYH1R5pidj619OxuagO//qpQDyAMNkGKe/cOBUny/QjeZ7HsPxUfL+jDG1ODx46ZzQulei6AkJ1kvT/65+dHNTyuO1ovbignzaqB/53xaSQUmByzpvYG48t3IcmuxuFdqH66qEFo7CtpB4Ldx7HxH6ZmKEggSTd/CUlmGE2caLBPRE5z1w2ET/vrcAZY3piSF4KOI7DxH6Z7WqWS8dEktWMv50zGk8tLsAd84Z2Wrapq0wflC36wMz913Lx8/9Zsj9Iiohx2ZS++GpraUB3Q5PdjT98uh1/P3cM/vDZdhyuasHkAVl447opHSaHmuwu3PnxtoBEis1iwv+dGShbMrJnOm48aSDeXlOEd9YU4bwJvRXbhu0uj5gAyZVtwOXVx2mJFjTZ3ajwbcB5nseBymakJVpw72c7AhIp/bKT8PTF49v9XTqLfK45cXA25o/uiddWHsbA3GS8cs3kqPwc9vu7gqe8mNPi9OLz3fXix0sPB/ozHKlz4jdf+2Wa3t0ODFyzTkw67y5twLNXTMQlr6zD9pJ6ZCRZ8dTF41HZZMffvt2DRKsJz14xCWeM6Ylf91Xg/fXF6JOZhDvmDcVN72yCy+PF/WeOxIR+mXh1xWF8uukopg7Kxtlje2HF/ios3HUcY3qn47dzBuOFpQdF/fPfvb8l5O80Z3heQMXf6F7p2HvcX91oMXGinwkAfHnbTEzql4kWpztAn14eTOgMd84bikW7jqN/drIYLG5vXZHOR4lWM+4+dRhuPGmQmLCaPCA6UnZqkWg1BxxEP/rNifhwQzH+8rVfo/3s51aJ/y6rb8NzV05qtyrR7fHi1ve3BCVSRvZME6sPH7tgLN5acwSbiurg5YHNxXU4L0QyJZQBurKcTvudKcsKKgMSKdeeOKBL3YF/WTAKqYkW/O+XA9h5rAHPLz2I+88Mzwvm+x1luOfT7fjtnMG46aRBmPnkr3B5ePz+1GH4w2nDwHEcjlS3oE9mkqI3Fc/z+Of3e3Gsrg33nTECI3qm4bGF+wJkVqcMzGo3kQIA43zrwYHKZtQ0O/C3b/fgl30VcLi9sJo5MYl84pDgPZL0GYzqlYb1h/2+Rd/fOQvj+saPREWsE5tWE+DyxE9nytJDTXhqpRCge/383nA6PFi0uwIXTu4fd+c1NXl3bZE4Rs4Yk49Xr50S8PVTR+Vj/QOn4tvtpXjixwL8vLdC9BdksOSIkmy00rwkP89I+cf3e/DBemENT7Sa8NTF42Pmv5hgMeHT356I5349gI1FtchNtWHF/io02d2457RhivK9/7tiEp78sQCzhubgwbNHYf4zK3GgsllMpADAP7/fi3//VIg2lwdeHnhlxSH8af4I0StpeWEVpg7MRnWzAyW1bUhOMOM3sweHFTScMzwPP+4ux4oD1Zg/pieu9xXi3fKeP+E1RCHRG9AJYTXhqUvG4/yJvTG6dzr6ZiWr1omixOje6Vj2p5MDPtfV+cls4gIKKuWd+rmpNkV/wUgY2TMd950xAh9tOIonLx6HqQOzYTZxYXXfStehpDjqpmaYTBx+vHs2mhzukEm2HumJAefORKsZd5/mTyxMHZiFa98MLBRddaBa7Io6XNWCMX//CVseOg1P/liANpcHN72zGfeePhwOtxc90mxYff8puOmdTUhLtGCCbP3MS7Phymn98c7aIny0oThkMuVYnTDf9MkK3lMpve1Z9ymD53mU1LYh0WoKUJ+ZMiALv50zOGo+uPNG9sAnm0rwztoifL+jDBdP7huy4G/f8UY8tnAfzhrXE/WtLlHt5MGvdyHFZsbJw3vg6Z8K0DszCaeM7BFW4WdpfRsyk6xigRCTHz91ZI+QxdCMu08bhsV7yrG0oAJ//WY3tpXUicWijPEK+x9pLstmMeP8ib2RkWxFn8ykIP8tIv6hZAoRhEkWKJg1NBebi+vgcHtx9yfbFb/n5lmD4nZjbrOYAybm+88ciacWF+DBr/1mmAcrm3HPp9vx1g1Tse1oPXqk2xTN0w5WNotVMIwTB2djgS+bnpxgEdtzR+SnobCiCSsPVCu26rGW79wOkinsILussBJzh+fBYjbhvXVF+Nu3gTI2T1w4PqYbw0SrGbOG5WLWsFlYub8KH204iqwUK/5w2nDsONaATzcdxfzRPYOCm4BQ3Xj19AG4erp/k7fq/+bhjVWHcbS2FX84fTj6ZiXjga92Yu2hGrx6zWTMHJqLTzYexQ87j2PqwGyk2MyiVFt2SgJev25KRO+55AQLbp83FE8tFjYFl03pK/rK/ONcB7KSrYoBB+kGMTFO5Du6M8Py0yKWRZMeiJISzJg/pmeHxqCxhuM4/PWc0bjo5bWi54ucucPzcObYnvh6WyluOmkQzhzbE09fMkE4oC8qQLnvML71aD3Of3GN+H1biuvw4rKD+PNZI1HV7BC7BprsLryw9CBOH52PKQOz8ePuctS2OJGXZsPInmnYd7wJ/750vKK04N/OGY29ZY3YcKQWd328DUv/ODdo/DCTYauZQ3pS4PZA3pY8JC8V20vqsb+iCaX1bbj1/S3YVeoP4FlMHNY9cGpERtCdISnBLPpCJFpNePDsURjfNxM3zeragVEOS6pqIfO1qqgZLg+PvhlW9E1PwPoSYQ26bFwmpvdLwR8XlQZ9j7R7T97h19Dmwl0fbxWro+wuL373/hZR1pPxocRH47eyxMjywiosL/QnQ/aUNYr7gyRf675Uk/y2k4fg4hP6YlNRLfpkJmHO8DysPVSNN1YdwfUzB2Lu8Dx4vDzu+XQ71h+uwdOXjFc0dYzFQaN3ZhJW3DcPNosprDVFus6y7wklwdlduXr6AJw2Kh9VTQ6c8/zqgK/9tKcCF720Fu/eNE00xb3ntOEY0dM/ry8vFHS102wWrPi/efhscwlWHagKMJw/a1wvnDWuF/7x3R68s7YIW4vrFPdKPM+LpsHy6uNIOlPK6tvw4YZivLjskPi5+aPzcce8oR3djnbhOA63zh2C//1yAADw6opDuGXWoCDfKUDY9322uQTD89PQKyNRlLF7efkh8RAPAM/9egB9MhOx41gDPtpwFCf0z8Tnt86E2cRhzcFqtDk9MJs5fLi+GL/sExKOW4prcdNJg7BE5us2PwxJq14ZiaIfmdwImCVSzhrbs8Pq79G9MsRkymmjesRVIkUNkq1mtLrcaHVqkHUHUNPqxntba1FU70CC2YSd5f4A2W++ZVI0Nbj3i924anp//N8ZI/Dg17swsmc6fn9qdCqN4xmPl0d1s0P0NwCAZy6fqPjanhmJ+N3cIfh5bwW2FNdh1f4qXCEpWGPJEbm5MKA8L5XUtsHj5cWvOd1eVDbZ8e32MjGRcu2JA/Cb2YNjLndjMZsCPBd5nkdNizNI3pUxd3heQND2qUvG46rX18Muqy5pkewfCsqbApIdTo83QCli3ogeYVdfnzqyBxLMJuwoqQ9ajwDhfo/sGXyuMAWs1WZkJFkjrn4ngrlj3tBOrZuhOlPiCY7jutStNHtYHt66YQru/3IXBuWmICPJKnacSJnz9DLRjwOAqPJy0tBcJPh8mkLBuoN+3ef3gZXC8zwOt9OxpdSZUibpTGl1unHG/1aipNa/fqTaLNj80GlRL0iQzis1LU68tvIwZg3NFWNp4teaHTjrWaGoZ7VPvlSKPD75758L8dgF47B4Tzk8Xi+uPXEAzhzbC8fqWvHdjjLMGZaHBItJ9BnKSLJiQE4ydvqS7Lee3LEE3qhe6WK3m3RNAYCJ/TKRl2bDowodV9L7z6TBQ5nYE/EPJVOIIOSdKTfNGoTaVieWFVSKAZonLxqHIT1SsetYA4b0SA2ZGY9Hrp85AJ9vLsHh6hZYTBxumT0Yb605grWHagJMx+45bRiWFlRi57EGTOyXifdvnoYle4X24OmDsnHV9P5Yf7gWd54yVFHW7OQReSisaMKKwirFAEFRjbDQ9c8O1FKUb8JPHJyDVQeq8cH6o1i8uxz3nj5CTKTMGZ6H+88c0eXK3EiZMzwvYKE7fXSiKK0WLv2yk/HP8wMXGXl12BXT+gccXib1z8Tjiwrwp/kjOpW8u/GkgahtcaDF6cE9koNjewFfa0AlTXxu/vSOWTYnxQuT+mfh4fPH4rGFe3HxCX3xwNmj8OmmEnAQqm16ZSQi0WoOkh06f2IfnD+xD3iex5qDNbj+7Y3weHkkWEy4fEo/vL++GO+tL0ZRTasojzSuT4aYrHh15WFcOKkPvt0uBNFvmDkQd8wb2q48DMdxePaKSTjxiV9xpLoFb64+IiYTGez/H9kzPej/kc9L80b0wPaSeny+5Rg+33Is6OedM75XzBMpjAn9MrHj7/PhcHs6bYjaEWxddGsg87Wo0FdBOywd54/KwN0/HEOy1YQbTsiB2cThxfP64aUNVbjxhBzYOA/uWiSsU4NzU5BsMwdUSg3rkYrKJgca2lxweTxIsprRKyMRh6tbAhIpkTB3eB56ZSTik00l4DihO3H64By8tvIQHl9UgBmDc/B/ZwhztrRScuaQXMwc4pdWNJs4PH/lpC7LHHWGSJIhUgmXePHHiAX56YnIT0/EgnG9xGTcIxeMxX9/LsSessYAibYfd5fjllmDUFjRhHWHasSk4xXT+iE7JQG3zh0SUp998oAsvLO2COtkBvWM6mYnHG4vTFywAbpyMiWwM6WhzYWZT/waEOjLTbVh0d2zojZfJFrNOPDYWTjjfytxuKoFv+yrwGVT+mH1wWoMyE5B/5xkLCuoxG/e2xx2Qvb+L/0FP1uP1uPmdzfh0sn9RI85OXWtLrEr8rRRPfDyNZNR3mBHX4XKVDkcx+HpS8bjvBf8Sf2zx/XExiN1qG52gOOgWLEOBCba89JseOT8MfhpTwX+es7osH5PPZGeaEJ1K9Dg6Nxc2hW8PI/HlpdjT0XHnkEA8NGGo6K84aJd5chKScC1Jw5AQ6sLH2woxoj8NNFbZuHO42hzeUSj8nBoaHUhLdGiiuxzONhdHlz75gZs8knZ2SwmbH7otA4l+U4amostxXVYfbAal0/thyd+LIDbw8Prq6LpKJkyODcFZQ1tsLu8OFLdgiF5KXhlxWG8teZIgI9KqK4QNeA4TrHDJhQn9M/Cm9dPxZqD1bhj3lC4vTzeWn0Eaw4KskPS7uzc1ATcf+ZI3PfFTvFzaYkWPHB2eN17gNANcNEJfQIUId67aRrKG+2oaLBj8oCsDv2cbAqdfYS6SIPIej5PnzIyH5v+IsydHi+Ph77ZhY83luDSyX2RnGDGu+uKxf3IPacNw/NLD4rSkOdO6DjZN7Jnungm/PNXu/D0xeORbDPDZjFj4c7jAXsEJf9ck2xcONxeHKhoQpPdhVSbBfd+uiMgkQIAD549KiadnYlWM96+YSqe/LEAhRWCash/luzHnOF5KKltxaaiWkwZkI3nlx4I+t6BOcl4+8ZpmPfv5UFf43kEFE2vOViDvllJorLO04sDPXwb2lxiImXmkBycoOChq8RzV07Cv34qwAfrj6LN5UFuagIeWjAaF7Qjo2eWdaYQ3RtKphBBSKUEkhLMSLFZ8Pdzx+CuU4bhzo+2YurAbDHAPTUMr4p4IznBgkV3z8ZPe8rRLzsZJ/TPwtSBWQH6uADEKkNA0P4eJ9G/vGxKPzEgGoq5w/Pw6srDWLK3HFVNI3G0tgVD8lJR1+rCN9tKRSmUIT3aT6ZcPrUfCsubUNnkQHWzU1wc+mQm4d0bp8ZtR1AsmDwgG1/eNrPjF4Yg0WrGXxZEdsC3WgLbxAn1kcvqxBPXnjgA10z3S2bcHEFHBMdxmDUsFx/cPB0HKptw/oQ+SE+y4EBlE9YfrhUTKQACuj4A4OttQiKlX3aS2HLe0VzQMyMRt588BC8tP4THF+3D3OF5GJafhl/3VeDjjSXiz5vQLzg5K5+XThnZA2sOVmNjkVCFnJOSgAfOHoWPNhRjYr8s3HO6ulWuQjA8dt0BfpkvdZMph2ocKKx2wGIC5g9Ng81iwisXBCbnhubY8N+zhSCX0+nEYydnoXf/gZg3Wkji/3fJfjz36wEkWEz4/NYZWFpQiXs/2wGLicP/rpiISf0z8eBXu7C8sAqPXDAWV0zth5dXHEJRdQtuO3ko+mcn44edZfDyPEbkp2NUrzTwPLB4TzmG56diqM8/6uxxvWAxc5juk0v87Zwh+M3swRGvUfG+pgV27+p/TXj2iokYmCvslU4dlY8B2clBfmcARN8QhsXEBRRDhGL2sFxYTBwKK5qwu7QBS/ZWYFh+Ks4e2wsmEyd2A/fKSAqSElHyJthV2oA7PtqK604cgOmDc/DisoMBiRQTB3x9+8yoJ16tZhMunNgH/1myH8/9ehCvrTwsam9Lfb6kjO+bgTevn4p31xZhyd4KnD+pN86b0Btn/m+VKEXWOyMRZQ32oG4wxrUnDsBJQ3Nx6wdC99jUgVl44aoTYDWb0E8h0BuK8X0zcdGkPvhqWynG9knHS1cLEombi2rh9HgDOo+kyAOW184YiGsVzKSNQLpN2J802tXvTNl+vC0okWLmgH+d1Qfbytrw/nZhrX7pivH46/cFqPFJ5zH++s1ufLOtFEXVLeLX/nf5RByra8W/fxaC4+mJFswYkoPHFxWgX3YSbps7BB4vj483lWBIXgpmDsmFx8vj0lfWYuvRelw5rR+euEiQ+OR5Hk6PFzaLGV4vj882l2BYflpIf4X6VicOV7dgUr9McByHZQWVKK5pweVT+yMpwYw2pwevrzqMvllJuHBSH5Q32vHb97agxeHG/WeNxOmj8vH1tlK8uOwgzpvYG20uj5hIAYD5Y3qG1ek4e1gunvv1ANYeqsE/v98b5BcxXKHTOkCaNsGMsb0zsLm4Dmf+byVG9koLkoJhngrdiZOG5uKkof5iiD+cPhx/OF34HX4zZzD+74udWLjrOF66ejKmDcpGaX0b/vfLAdw8axBumT0oYp+2W+cOwcJdx5GZbMUb100NOR9JkSZ64+3sYEQsks4Um0Geh9nE4YmLxovzIACcM6E3NhfVYerALEwZmI3eGUl4b/3/s3fecXLU9f9/bbuaK8kll95775SEEnpHAVEERYooAiJSVMSvoPITUFAU6QiIVFEQpLeEkEIS0nvvueRyuV53Z3d+f8zO7Mzs7N1e2f18NvN6Ph48Qvb2bif55NPe5fXahWtmD8WpY5IrTL10xgCsjZ6Xpm74GOP7FeIP35iEm16JJVIumTbAMUlq3rPH9SvEyj3VqGoMWeJcgNbVWtUYxKljeneZJ4kTp4wpxSljSrF8dyUueXwxVu+txjXPLzNkfs2M61uIx66YBq9HU1AozsvCVbOG4PlFuzCmTwHeuGEWvB4PLnl8EdYfsK6zeiKlNbrnBfC3y6clrfSS5ffirvPG4a7zxiVdCOazdaaQzIbJFBKHJZkSiP0T6ZGfhZev67yRrwzkBHyWRMhpY3vjmtlDsWh7Be6/ZBJ++M+vLFIRHg8MKZ9hPfNbzTjrzBzaAyNKu2FbeT1m/r9PHN8ztm8hetk2OntwoG9RDj766UnYdLAOP31tlWESds+F46UPOh0NZJmCN6wgEIPdM0U2OjsPjx9eguNNWvQ/O3sMLn5sUfRnA0NL8lHbHEK234fpg7vjvbVlUCIq+hfn4i/t8A0CgDvOGo3V+6qxcNsRnPHn+bj36xPwq/+us7xnysD44Ib9YJmf7cMzV83APxbuwsHaZtx+5mh0z89qV+VqJiFK5uv9LdplYNagbijOTW6cR5UEMHFYrNDhp6ePxIR+hSjMDaA4LwsXTe2P/Gw/+hXlGjI8z3xvJkLhiBGsvmGOVcLBXjjg8WjJEzP2tnztfUfjHhX7N+CGPcHv81rkuU4a1QuPfHsqfvzKSvQpzME9F47D9S/GLvBj+xaiZ7cs/OCkYY5yqXaK87Jw4siemLv5ML755GKjQ+rmU+tw65mjsf5AjfFz7ZjXJZ/XY1R3vrumDO+uKcOtZ4zC8wt3AdD8Wv79o1nI9nuT0nfvCFfNHoIXl+zG/mrrpd2cSHnjhlnI8fuwfE8VLpnWH3lZftx+1mjcflZMdue9m0/EI59txeg+Bbj2hKG4++31eGGxJiNx7NAe+MtlU1GQ48fOigaMj1ae/vlbkzGkJB+TBhR3WPL17gvHY/qQ7pZO4xltFE3ZpYHdjJ5MOdygtPHOrmf5fq1A67iBebh2Rk/0KwwgFFaRG/BibGkOJvcOYEB+BFPG9MIZE/vj7rfX4+UlezCsVz5K8rOwbFeVxZQcAG55bZXl9z9+ZSW6ZfuNZMv8LYfRPS8L76/TuiFPG1OKsyb0wYqot+ErS/filtNH4Y8fbsZ7a8sQUVW8ct1xmLf5MP7y6VZ0y/bj41tPghJWcfXzy9AUDOOMcb3xrZkDDUmXM8f1RlFuwOiAfWXpXvzw5GG49V+rjed6Z40WZNeLTux+XebiuAHdczGxfxFuOT25go8pA4uRn+VDZUPQ0Xh7mkMyyGcL4p88qhe+2l0FJaIaiZTLZg7ElccPwa4jDRml7pAMOQEf/vrtqfjrt6car91y+qhOJYyG9MzHiv87Az6PJ+luJ2vwnkFL0Zjv0zLe5dLFzCE9LMXI35w5EN+cObBdP+PS6QPx5Oc7jLPG+gO1OO+vMQm83IAv4Rpnnj+lBdk4ZmgPLN1ZaXnPDXOG42dJer91FdMH98BZ43vjw/WHHBMpAPD4d6ZhcIm1CPmeC8fjznPHWM7j/75+FjaU1Rp+cM8u3IlPNhxCXbOCs8b3RkFOAB6PpiIzvFc37KxoQG6Wr91JXjPJ3nfc0t3uFphMIXFkSW4Qlip+fUGsY+HT2+ZgwwFtEc7N8qE5FMZ7a8vw2aZyXHPC0KQuqgGfF3+9bCq+9ugCQ3PazHHDeuD/XTQxbvG1HxKz/T4U52XhuGElmHv7HGwrr0duli+pIAXpPJT5Eo/dM+VoZ9qg7njk21Oxbn8NfnL6yDgZigcvnexoRpwMHo8H503sh4XbNEkdeyKlX1EOThsTr91qX/NyAj4U5gTwYxforAMmma80JlOCSgRzd2ht72ePattIMREejwdnju9j+f1Zpt/rpCrAfLRh3s/dGqC5YHI/DCnJx8AemmHmdScOxb++2ocb5gzHDxPIebXG7BFaMsUsNffXz7bh443l2FimBR+nDiqO+z7zutSrWzbqWxSLubyuQ96zWxbe/8mJKU/uFeQEcPcF43HDS1py6WtT+iEcUfHOGk0m7YcnDzPkI5zkN3QGleThj5dONn7/s7PHoL5FwfTB3XH5MbFOyAn9Y12EF03tfCK7KDdg8bZLBrvJs5vp3U3bq59dfgRnjChAj7z0XbNXHNCSKXOGFWBQseZ9oY+N1+PB6J7ZaG7WirECPi9+f9FE/OKcMSjMCWBfVSNOeGBu9Gse3HPheNz1Zuxs4PN64PN60KJE0KLEOlp0fxydTzeV41NbEOzY339q+f1F0UIRAKhvUfCL/6zFoB552FZeDwB4ftEuS9LiI5vfwOZDdZZECgBL4E2XrXHi+ycMxV3njW3XOhDweXHhlH54ZakmMdW/OBc/OGkYnlu4E9+aOSjO5BuI99X63uwhhvRVSb5WSX3TqSPg8XhaXQeIlfaeUbwe6zgQsZh9Sd2+V3SW3CwfPrv9ZCzcVoE3Vuw3zhh+rwdzb5/Taleq31YA8exVU7BwWwV+8upKNIcimNC/EHeYijvSyfdPHIYP18fW/AcumYi/froNkwYU4f9dNBE9Evg62ZMSuVk+S9dja1KzADAsjTE1n49npqMJJlNIHObWy7a0ZI9WumX7cczQWNVATsCHi6cNwMXT2ndZHdevEG/eMBtbDtVhdJ8C/H3BTkwZWIwrW5FA8NuClubgcU7AZ7k8k9RjMaB3cSWNLLilmumCyf1wgYPXEoAOJ1J0vn3MQKzcU2VUeuYGfPj41pMQiQClhdmO/87tHXNumwtZ0cNvi5K+ZMrcnfWoD0bQK9+PKX07Xi1FuhYlHAvUuTlAYzYX12UOOkqigKKeSPF5PbhgUvx66LMF8k8Z0w+vLN0T977zJ/VLW5fUORP64Hdfn4Aj9S340ZzhyPb78PC3Ili4/QiOHdp6l0ciumX78advTunaB+0iZJbhTDcXji3C6+uqAQDzdtbj4vHFafncykYFOyq1JMfUduwVutHygO552HX/edhWXoegomJcv0L0LsjBmyv3o7QwG1ccOxg7KxpwXdRQ/NyJfXDmuD5G58pvLhyP5bur8PbqA9Gfl4vbzhyFP3ywGWU1zcjye/GT00bi2QU7ja6WcX0Lsa28Hp9viUnX5QZ8hinzwB65mDmkB95YoUmaXjJtAK4/eRi+/8JXhkxy/+JcDOqRh8U7tOKQY4b2wGs/OA5vrz6Av366FV+b0h/XnTgMf/hwE/KyfB32W/zRySPwzpoyeD0e/PHSSZg1vKchr+qEfU4U5gSw875zsbeyCX2Kcjp9hiPJYQ8aE7GYO4XccpdLJdl+H04d0xunjumNvkUb8I/Fu3HrGaPalPc03+dyAz50y/bjrPF98OoPjsdXuyrxbVPBRrqZOaQHlv7yNGwtr8dxwzRfyG/NTJ3EmAjYmXJ04c5IOWkVc2dKDg98nWZC/yIjAZLMZdipApyIwy+5xJQbCJoqwTkfOo/H48EfL52MW84Yha92VWL2iJ5tmo+ajSMB982F4lztz7uzKoiN5c0YW5oao3szH2/VAsnnjynssGwP6XrMvjlHp4xZ+pk2qLtRUX7iyJ64+4Lx+OE/v8L2ww2Y0L8Q9188CYNKWjd6zvb7cOe5YzB1UDGOG1qC7RX1+OELyzGsV36rFYldjcfjwXePs3Z3+H3eo07KR8ee0HIzpd0CuGZ6CZ5dfgSbDydnBN8VrCzTpF5G9MhOWg7SCd3/CgBOH9fbMKDXvtYNS395GgpzA8Y57JihPaBCS2p8b9YQnDuxD1bvq8FVs4agd2EOzhzXB/M2H8b0wd3RpygH3z5mEF78cjcGl+ThnAl98fGGQ4ZZ8oT+hfj39bPw9wU7UZgbwBXHDILX68HJo3qhujGEK48fDI/Hgw9vOQnLdlWitCAHo/sUIBxR8djcbWgKhfGDkzSPLrun5d0XjO/w3wmgdYrNv+MU5AR8SXVHO80Jj8fjuIaR1GE32iZiCXgp85Uq2lPQkqgAYsrAYkwZWNzVj9ZuSgtzUFqY+juWKCznVpefmY4GmEwhcZgntp+yH2nHa68A5wFQKBHVHMjnWIggxErwlNC/OBf9p7Tt/wRY25IB941DT5Ncyy3v7sND5/bHhN6p6xZRVRU7q7QK3pn989t4N0knkTT75rgBXWP/kw2H8KM5wzGsVzd8cuvJUCJqq9IuFhmXgBeFOQF8c4amPT6oJA9b/t85KX92t2OusmeVJTC0uyZDsqsq2MY7u45VZVqnxtR+qe1gtAe4+hVbP+/sCX1x9oSYl1Z+th/nTYr9vkd+Fm42SYOeN6kvSrodh8agglnDeyIn4MONp7Tu15UT8OHEkbHEpM/rSYvcaPcE8jJO2JO8RAx+joNUBFxoQC8j7CYVi/nvP4tx1oyHyRQSh3lisxo2/bQm80XSj9kjIYeHcSEETfrXrAQXg31dStYA9GihMNt64J23oz6lyZRD9QrqgxF4PcDAokDKPoe0n9kjeuL9dQdx4sieoh/lqOKs8X0sXj4ej8cSfHHCz8pj4Zj/3llwAvQv1Nbrg/WhtH3mtiMtAIBxaeiY7GqOG1Yi+hG6HK+H3VoyYKqF4zhIgJ8G9FLAblKxmP/+/W2ccYn8MJlC4jBfjOxdEiT12IOUDOCLxVyF7LYAsiwEE5iJkvThdnNyj8eDC8YU4X+bagAA+2tTW3W8MlppPLaU+uqycdnMgZp8J42DhcMKS/GwM8WKbjrfrKhoDEWQl+Jg1f7aIHZG/VJGlLQu10nSAzsi5CBsur9xHMQToPG2FPgoXy4UazKF8yDT4QiSOMyV35zj4mEAXyxhlZIuojHLfBExWA5/Ll2Tbjq+Fx48R5McOVCb2qrjPdVacGx0z8yrND7a8fu8mDKwmJcgCfCxM0U45iAlE1pAbsCLXL/277KyUUn55328tQ4qgOn9clHajV2MMkBNfDkIRSgRLBNm70WqboiDRShiMd+hAy69Tx9NcGchrcLOFOJ2wtTHF06QyRSpcLP8Y7+ohEt5g4JQOHVrw74aLVmjS8YQQuKhN4F4KPMVj96dUtUUTvlnLT+gdTGeOrygjXeSdGEJVnJdEoYSprKATJhyKZwXAvF52JkiEnNslUVZmQ9HkLSKm4NmhABMpsgAZb7kws2SXz1yfcj2exBRgUMp1MTXO1+YTCEkMRYDelYeC8Hss8iElkb3XO3v4UiKO1OalQi2R/1SJvZJrfk8SR52psgBu9rlwpzcYmeKOHw+rk8isXSm0DMl4+EMIq3Su5ASI8Td9CniHBAN25Dlws1Jdo/Hg34FWoKjrC41yZRwRDV+NpMphCTGbwkKcJ8QDTtTNHrkap0plSnuTNla0YKwCpTk+VCaTxtUWbAY0DPBKAyFxXBSYfWw4V4hCnamiMXLjuqjCp68iCOPfHsqVu6pxtnj+4h+FEKEctnMQdhWXo+TRvYS/Siu5fYzR2NjWS2+e9xg0Y9CwEqannl+7KwKorIxNYGyQ/UKwiqQ5fOgJwNkhCSEnSniURELkLHwQaNHnvb3kGrPlB2VWlfKyJIci98lEYufld9SwM4UuRjdpwCFOX70KsjmeiUQPz1TpIF//5kPb+nEkQsm98MFk/uJfgxChJPl9+K3X5sg+jFcTZ+iHLx784miH4NEcXNnChALlKVKwmV/rWY+368gQN8yQlrBTzkd4aim4m83S0Ca0btE9temTgoSACqie1DvbrzOywQ7U+SgKZh6zyKSPDkBH5bedbpl3ybpx8tkijSwmzfz4emLEEIIIUnj97r78FcSNReuSFkyJSrxVUSJL0Jagwb04qGQTjxjSzV52PWHmqCqWu9OKhLjR6LdkexglAtWfstBU4jJFNngfBAPZb7kgfMh83F3RIQQyWHxBiFENtwu89W7m5bkOFAXws7KFszbUdel2tz7aT5PSFJYKsBZ4SeEiMp0ip1hPbIBADUtEdz1cRkueGE7nv2qoss/Z1+N1sXYM4/JFJmwJnm5LomimckUQuIwG9Dz3CSWHO4PGQ9HkBCJyeIiSwiRDLfLfA3pngUAWHewCbe+tw/3fX4I/1lX3WU/f380QNa/MKvLfiYhRyMWbwJ2pghhTJ9C0Y8gHTl+L3pG5SCX72+EEgH+t6m2S5PuNc1hbK7QPFMm9cntsp9LOk9RbqwQgpXH4giFmeglxI7Pw845Wcjm33/Gw0gtIRJD/WlCiGy4fV0aVKwlOUIRoDGkXdZfXl2J6qaukf1iZwohyUEDevFMH9wdj10xDe/R18yCvk/oNIYieG9zTZf9/LI6bZ/omeenzJdkDOyRhx+fOgIzh3TH1EHFoh+HEEIMfJQhlIY+hTmiH4F0Et48CJEYBgcIIbLh9s6UvIA3TlalWVHxxa6GTv/sYFhFeYOWlGEyhZDW8VNORwrOndgX4/qxQ8XMnKEFADS53ksnFAMA3ljfdcmUg9FkSu8CJlJk5LYzR+P162chP5vjQwiRByUSMf4/N4vJFBE8eOlkXDN7KOaM7iX6UUgn4c2DEInJcnkFOCFEPvxcl3D8oHwAwNDuWbhmegkA4POddZ3+uQfrQoioQK7fg+65vOQQ0hrZJr3vFiXSyjsJSS9njizA7SeU4p7T+uLbk3vA69G6SfQkSGc5VK8l3ft0Y9KdECf+cc0x6F+ci5e/f6zoRyFEGkJKTP6Onh1i+Mb0Afj1BePg8bi7OPFogOUShEhM/+7UQSaEyEXA5Z0pAPCDY3piev88TOidg6ZQBM8uP4J1h5pxpFFBSSfMgGMSX1k8ZBPSBmaJhDF9CgQ+CSFWPB4PzhgZ69aZ1CcXq8qa8K+1Vbh5Vmmnf/6h+mhnSjde5Qlx4uRRvbDwF6eKfgxCpCIUjhWesDiOkM7BGUSIhDx/9UzMGl6Chy6dIvpRCCHEgttlvgAgy+fB8YPyUZDtQ2m3AMaV5kAFMH9nfad+7v5azXy+HyW+CGkTj8eDZXedjueunonpg7uLfhxCEnLFlB4AgA+31uJwQ+f9tdiZQgghpL1UNQZFPwIhRw1MphAiIXNGl+Ll647DoJI80Y9CCCEAgJyopM5Jo6jxaufkod0AaIGycERt492J2V2tXXIGFDFARkgy9CrIximjS9nJRaRmUp9cjO6ZDSUCLN/f2OmfVx7tTCllZwohhJAkOVjbIvoRCDlqYDKFEEIIIW3y8U9Pxv0XT8R1Jw4T/SjScfLQbsj2e7CzKoh/rDgCVe1YQmXbEe2SM7IkuysfjxBCiGAm9Nake19fV9XhPUKnolHrTOmVz2QKIYSQ5Ih0ouCLEGKFyRRCCCGEtMnAHnm47JhByKJhYRzdc/04c4Smj//a2mo8t6Ky3T8jqESwu0rrTBnBZAohhBxVXDi2CACwryaEtYeaO/xzGoIRNIa0gFjPTnh0EUIIcRcPfGMShpTk4cnvThf9KIRkPDyBORAOhxEKhUQ/BnEhgUAAPp9P9GMQQghpJxeNL8KWimZsrmjBG+ur8bWxRe0yo99VHURYBQqzvaw2JoSQo4w+BQEcMyAPS/c14o739+ONK4YiP6v9Z369K6VblteQ3ySEEELaYsrAYsy74xTRj0HIUQFv6yZUVcXBgwdRXV0t+lGIiykuLkafPn2o/00IIRlE/8Is/OX8Afjpu/ux8XAz3tlUg+9NK0n6+7dWaBJfI0qyuf4TQshRyLcnd8fSfZpnys/eP4C/XTig3et9RQMlvgghhBBCRMJTmAk9kVJaWoq8vDwGM0haUVUVjY2NKC8vBwD07dtX8BMRQghpDx6PB5dMKMa9cw/i5dVVOHZgPsb0yknqe7dVxpIphBBCjj7Glebil3N64/fzDmFbZQtWljVhWr+8dv0MPZlCiS9CCCGEEDHwFBYlHA4biZSSkuQrSQnpSnJzNXPK8vJylJaWUvKLEEIyjFmD8o3//3R7XdLJlJ2Vml/K8B5MphBCyNHKyUML8NbGGqw/1Ixl+xranUw5rCdT2JlCCCGEECIECq1G0T1S8vLad6AlpKvR/w3St4cQQjIPn9eDO0/uDQBYe7Apqe+JqCp2VWmdKUO6Z6Xs2QghhIjnwjGaGf28HfVQImq7vndfrZZ471cY6PLnIoQQQgghbcNkig1KexHR8N8gIYRkNlP6al2Gu6qCqGpS2nz/oXoFTYqKgBcYUMRkCiGEHM0cNygfRTk+VDaF8YsP9rfre/dWa8VWA5hMIYQQQggRApMphBBCCCFdSHGuH6N7ZkMF8N8NNW2+f2fUL2VQcRb8XibUCSHkaCbH78VV03oAANYeasZ/1lUl9X3BsIrd1XoXIyUhCSGEEEJEQLHVNgiFQgiHw2n7PJ/Ph0CAlUaEEEJIJvPNid3xu7kH8dHWWlw1rUerXYc7qzTZlqEMjhFCiCs4d3QRyupC+Nfaajy17AiGdM/G9P6ty03vrmpBKAIUZnvRt4DXeEIIIYQQEfAU1gqhUAibN29GU1NymuddQW5uLkaPHt2phMqcOXMwZcoUPPzww51+nnnz5uGUU05BVVUViouLO/3zzDz//PO45ZZbUF1dnfT37Nq1C0OHDsXKlSsxZcqUlD5fZ7jqqqtQXV2N//73v6IfhRBCiABmDshDwAtUNoWxozKI4SWJEyU76ZdCCCGu46ppJSirC+GLXQ34dHtdm8mUfbWaxNeg4izKAhNCCCGECILJlFYIh8NoamqC3++H35/6vypFUdDU1IRwOCxNd8qsWbNQVlaGoqIi0Y/iiOzPRwghxJ1k+704dmA+FuxuwA1v78Vdc/rgpKHdHN+7s1LrTBnWg50phBDiFnxeD84ZVYQvdjVg2b4GNATDyM/yJXz/gWgyhebzhBBCCCHiYDIlCfx+P7Ky0lMtqihtG9Wmk6ysLPTp0yfh18PhMDweD7xeMfY7bT1fqgmFQtIkvgghhMjFNTNKsGB3AwDgueVHcOKQ/Lhq4mYlgv3RANlQdqYQQoirmNA7B6X5fpQ3KHhvcy0undg94Xu3H4n6axVxryCEEEIIEQUN6DOchoYGXHnllejWrRv69u2Lhx56KO49wWAQP/vZz9C/f3/k5+fj2GOPxbx584yv7969GxdccAG6d++O/Px8jB8/Hu+99x4ATebL4/EYUlzPP/88iouL8c4772DcuHHIzs7G7t272/wM/XsHDRqEvLw8XHTRRThy5Eibf76lS5di6tSpyMnJwYwZM7By5UrL1+3P19qfBQDWr1+P8847D4WFhSgoKMCJJ56I7du3AwAikQh++9vfYsCAAcjOzsaUKVPwwQcfGN+7a9cueDwe/Otf/8KcOXOQk5ODF198EeFwGLfeeiuKi4tRUlKCn/3sZ1BV1fKc//73vzFx4kTk5uaipKQEp59+OhoaGtr88xNCCMlc+hdm4Z+XDgYAHKgLYW9NKO49e6qDUAEU5fjQPTdxRTIhhJCjj2y/F9+cpCVQlu5LfDdQVRUbDjcDAMaV5qTl2QghhBBCSDxMpmQ4d9xxB+bOnYs333wTH330EebNm4fly5db3nP11Vdj4cKFePXVV7FmzRpceumlOPvss7F161YAwI033oiWlhbMnz8fa9euxQMPPIBu3ZylSACgsbER9913H5555hmsX78epaWlbX7GkiVLcM011+CGG27AqlWrcMopp+Dee+9t9c/W0NCA888/H6NHj8by5ctxzz334Pbbb2/1e1r7s+zfvx8nnXQScnJy8Nlnn2H58uW45pprjG6gv/zlL3jooYfw4IMPYs2aNTjrrLNw4YUXGn8GnZ///Oe4+eabsXHjRpx11ll46KGH8Oyzz+Lvf/87FixYgMrKSrz55pvG+8vKyvDtb38b11xzDTZu3Ih58+bh4osvjku4EEIIOfoo7RbA9H65AIBlDoEyXeJraHdq4BNCiBuZ1EfbIzZXtCAccb4fHKpXUNUUht8LjGzFg4sQQgghhKQWynxlMPX19fj73/+OF154AWeccQYA4B//+AcGDBhgvGf79u145ZVXsG/fPvTr1w8AcPvtt+ODDz7Ac889h9///vfYs2cPLrnkEkycOBEAMGzYsFY/NxQK4bHHHsPkyZOT/oy//OUvOOuss/CLX/wCADBq1CgsWrTI0vlh56WXXkI4HMazzz6LvLw8jB8/Hvv27cOPfvSjhN/T2p/l0UcfRVFREV599VVDmmvUqFHG1x988EH8/Oc/x2WXXQYAeOCBBzB37lw8/PDDePTRR4333XLLLbj44ouN3z/88MO48847cckllwAAnnjiCXz44YfG18vKyqAoCi6++GIMHqxVKOvPRwgh5OhnxoB8LD/QhK/2N+KSCVYJlx1R83lKfBFCiDsZWBRAfpYXDcEIdlS2YGTP+M6TDeVaV8rIkmxk+VkPSQghhBAiCp7EMpjt27cjGAzi+OOPN17r0aMHRo8ebfx+xYoVUFUVo0aNQrdu3Yz/Pv/8c0Pe6uabb8a9996L2bNn4+6778aaNWta/dysrCxMmjSpXZ+xceNGy3MCiPu9nY0bN2Ly5MnIy8tL+nta+7OsWrUKJ554oqPHSW1tLQ4cOIDZs2dbXp89ezY2btxoeW3GjBnG/9fU1KCsrMzyXH6/3/KeyZMn47TTTsPEiRNx6aWX4umnn0ZVVVWrfw5CCCFHDzP6a/vYqrIm7IomT3T0ABnN5wkhxJ14PR6M6antARujUl529L1ibGlu2p6LEEIIIYTEw2RKBpOMTFQkEoHP58Py5cuxatUq47+NGzfiL3/5CwDg+9//Pnbs2IHvfve7WLt2LWbMmIFHHnkk4c/Mzc21SJEk8xkdkbTqyPe09mfJzW378mGXWFFVNe61/Pz8dj2Tz+fDxx9/jPfffx/jxo3DI488gtGjR2Pnzp3t+jmEEEIyk4FFAUzvn4eICryzqdZ4vbJRwZaKFngQS7gQQghxH2OjPijrDiVKpjQBoF8KIYQQQohoMiKZsmvXLlx77bUYOnQocnNzMXz4cNx9990IBoOiH00oI0aMQCAQwJdffmm8VlVVhS1bthi/nzp1KsLhMMrLyzFixAjLf3369DHeN3DgQFx//fV44403cNttt+Hpp59O+jmS+Yxx48ZZnhNA3O/tjBs3DqtXr0ZTU1PS39Pan2XSpEn44osvEArFGwAXFhaiX79+WLBggeX1RYsWYezYsQk/q6ioCH379rU8l6Iocb41Ho8Hs2fPxm9+8xusXLkSWVlZFl8VQgghRy8ejweXjC8GAHywtRaH6rV9aHOF1qUyqDgLPfKovEoIIW5lRn+tWGvxngY0hSKWrx2oDWFH1F+LyRRCCCGEELFkxM1906ZNiEQiePLJJzFixAisW7cO1113HRoaGvDggw+m/PN1g3LZPqdbt2649tprcccdd6CkpAS9e/fGXXfdBa83liMbNWoUrrjiClx55ZV46KGHMHXqVFRUVOCzzz7DxIkTce655+KWW27BOeecg1GjRqGqqgqfffZZqwkEO8l8xs0334xZs2bhD3/4A77+9a/jo48+atUvBQAuv/xy3HXXXbj22mvxq1/9Crt27WpzvFv7s9x000145JFHcNlll+HOO+9EUVERvvzySxxzzDEYPXo07rjjDtx9990YPnw4pkyZgueeew6rVq3CSy+91Opn/uQnP8H999+PkSNHYuzYsfjTn/6E6upq4+tLlizBp59+ijPPPBOlpaVYsmQJDh8+3K6/Y0IIIZnNtH65mNwnF6sPNuHK13fjhmN74rElFQCA8QyOEUKIqxnTKxu9u/lxqF7BhvJmTDd1K365twEqgCl9c1HCxDshhBBCiFAy4jR29tln4+yzzzZ+P2zYMGzevBmPP/54SpMpPp8Pubm5aGpqSltCJTc3Fz6fL+n3//GPf0R9fT0uvPBCFBQU4LbbbkNNTY3lPc899xzuvfde3Hbbbdi/fz9KSkpw/PHH49xzzwUAhMNh3Hjjjdi3bx8KCwtx9tln489//nO7nrutzzjuuOPwzDPP4O6778Y999yD008/Hb/61a/wu9/9LuHP7NatG/73v//h+uuvx9SpUzFu3Dg88MADhtG7E639WUpKSvDZZ5/hjjvuwMknnwyfz4cpU6YYPik333wzamtrcdttt6G8vBzjxo3D22+/jZEjR7b6Z7/ttttQVlaGq666Cl6vF9dccw0uuugiYxwKCwsxf/58PPzww6itrcXgwYPx0EMP4ZxzzmnX3zEhhJDMxePx4IfH9MSNb++FChiJFAA4bUSBuAcjhBAiHI/Hg6n98vDBllq8u6nGkkxZd1Dr0p/Wj3KQhBBCCCGi8agdMaaQgF/96lf44IMP8NVXXyV8T0tLC1paYkavtbW1GDhwIGpqalBYWGh5b3NzM3bu3ImhQ4ciJydWIRoKhRAOh7v+D5AAn8/naJBO3EOif4uEEEJSR3NzM9auXYucnBxkZWWl7HM+2VaLtzfWGBJfXx9XhB8d26tLfnYwGERzczMmTpzI/YMQQlJAKveKrRXNuOl/+wAApwzrhh/M7IniXB++9cpO1LZE8Ofz+mNcBwzouTcQQgghhLRNbW0tioqKHPMGZjKiM8XO9u3b8cgjj+Chhx5q9X333XcffvOb33TqswKBAJMbhBBCCOkSTh9RiNNHaAczJaLC7/UIfiJCCCEyMKxHNnrm+VHRqGDujnpsKG/Gb0/vi9qWCLJ9HowsYSKEEEIIIUQ0Qg3o77nnHng8nlb/s3eeHDhwAGeffTYuvfRSfP/732/15995552oqakx/tu7d28q/ziEEEIIIUnDRAohhBAdn9eD357R1/j9oXoFP/yvdn8dW5qDgI97BiGEEEKIaIR2ptx000247LLLWn3PkCFDjP8/cOAATjnlFBx//PF46qmn2vz52dnZyM7O7uxjEkIIIYQQQgghKWV4j2x8ePUIvLWh2uKtdTq9tQghhBBCpEBoMqVnz57o2bNnUu/dv38/TjnlFEyfPh3PPfccvF6hTTWEEEIIIYQQQkiX87VxxfB5PXhmWQW+MbE7Th/OZAohhBBCiAxkhGfKgQMHMGfOHAwaNAgPPvggDh8+bHytT58+XfpZkUikS38eIe2F/wYJIYQQQghxN+ePKcL5Y4pEPwYhhBBCCDGREcmUjz76CNu2bcO2bdswYMAAy9dUVe2Sz8jKyoLX68WBAwfQq1cvZGVlweOhLi1JH6qqIhgM4vDhw/B6vcjKyhL9SIQQQgghhBBCCCGEEEKQIcmUq666CldddVVKP8Pr9WLo0KEoKyvDgQMHUvpZhLRGXl4eBg0aRCk7QgghhBBCCCGEEEIIkYSMSKaki6ysLAwaNAiKoiAcDot+HOJCfD4f/H4/u6IIIYQQQgghhBBCCCFEIphMseHxeBAIBBAIBEQ/CiGEEEIIIYQQQgghhBBCJIA6QoQQQgghhBBCCCGEEEIIIa3AZAohhBBCCCGEEEIIIYQQQkgrMJlCCCGEEEIIIYQQQgghhBDSCq7yTNFN5fft24fCwkLBT0MIIYQQWWhpacGhQ4fg9/vh92fm8UhRFCiKgh49eiA7O1v04xBCyFFHJu4V3BsIIYQQQtqmtrYWQCx/kIjMOAF2Edu2bQMAjB8/XvCTEEIIIYQQQgghhBBCCCFEFrZt24aZM2cm/LpHVVU1jc8jlKqqKvTo0QN79+5lZwohhBBCCCGEEEIIIYQQ4nJqa2sxcOBAVFZWonv37gnf56rOFJ/PBwAoLCxkMoUQQgghhBBCCCGEEEIIIQBi+YNE0ICeEEIIIYQQQgghhBBCCCGkFTIqmbJ//3585zvfQUlJCfLy8jBlyhQsX75c9GMRQgghhBBCCCGEEEIIIeQoJmNkvqqqqjB79myccsopeP/991FaWort27ejuLhY9KMRQgghhBBCCCGEEEIIIeQoJmOSKQ888AAGDhyI5557znhtyJAh4h6IEEIIIYQQQgghhBBCCCGuIGNkvt5++23MmDEDl156KUpLSzF16lQ8/fTTrX5PS0sLamtrLf8RQgghhBBCCCGEEEIIIYS0h4xJpuzYsQOPP/44Ro4ciQ8//BDXX389br75ZrzwwgsJv+e+++5DUVGR8d/AgQPT+MSEEEIIIYQQQgghhBBCCDka8Kiqqop+iGTIysrCjBkzsGjRIuO1m2++GcuWLcPixYsdv6elpQUtLS3G72trazFw4EDU1NSgsLAw5c9M5KY5FMa+qiaMKO0m+lEIIYQQQgghhBBCCCGECKC2thZFRUVt5g0ypjOlb9++GDdunOW1sWPHYs+ePQm/Jzs7G4WFhZb/CNG55dVVOP1Pn2PRtgrRj0IIIYQQQgghhBBCCCFEYjImmTJ79mxs3rzZ8tqWLVswePBgQU9EMp0P1h8EAPzhw81tvJMQQuRCCUfQHAqLfgxCCCGEEEIIIYR0kqZgGOFIRohHuZ6MSab89Kc/xZdffonf//732LZtG15++WU89dRTuPHGG0U/GslwDte1tP0mQgiRiEufXIyT/jAXTUEmVAghhBBCCHGivkVhARIhRHrqWxSc8MBnOPWheWhoUUQ/DmmDjEmmzJw5E2+++SZeeeUVTJgwAb/73e/w8MMP44orrhD9aCTD8fs8oh+BEEKSJhSOYOWeapTXtWD57irRj0MIIYQQQoh0NIfCmHnvJ5jzx3nIEKtgQtLC6r3V+MV/1qCinoXFsrDjcD2ONASx+0gjFm8/IvpxSBv4RT9Aezj//PNx/vnni34MchRgPkz5vUymEEIyh9qmkPH/9S2hVt5JCCGEdJw3VuzDnz/ZgsevmI4J/YtEPw4hhLSLHYcb0BQKoykURmMwjPzsjAp/EZIyvvboQgBAXYuCRy+fJvhpCABUNgSN/28IsjNFdjKmM4WQrqRFiRj/H/BxGhBCMocaUzKlnDKFUlHbHMJXuypZ/UhIO2gOhbF0ZyWUcKTtN5O0cuu/VmNvZRMufnyR6EchhJB202gKSJoDlYQQjXX7a0Q/AolS1Rhbo+op8yU9jCITV2JenCjzRQjJJMzJFHOXChHPL/6zBt94YjHufXej6EchJGO46811+OaTi/Hk/B2iH4UkIKgw0UVIazSyilhKjpgSKOZAJSFEg5EweahsiN3rG1vo8yQ7TKYQV2I2beYFkRCSSVSbEijBMDsgZOK9tQcBAM8t3Cn4SQjJHP6zYh8A4CkmUwghGchDH23GlN98jAVbK0Q/CrFh7kZhZwohGuygl5MadqZkFEymEFcSNElJtDCZIgXVjUEcoQGadPCwJR8NpsNViLI4UuL1sM5LRg7WNKO2md1csjKwR67oRyAmuP8TkhyPfLYNwXAE3/n7EtGPQmzUmfb8GnZzEwIACJmK8Ty8s0iDOS7ZwGSK9DCZQlyJYtpAWkIMRoomHFFx9sNf4Pj7P8PeykbRj0Oi3PnGGpzy4DxWRkiGec1iZ52ceL28mMhGeV0zjrvvU5z5p/miH4UkIIsedlJhvtRzbOTgvbVlOOb/fYJF29kBQUgymM/MIXZzC+WdNQfYvSUJzUpMpYU3FnmwJFMoHSk9PBkTV6JEzJ0p1CMUTV1zCAdrmxFUIpi7uVz04xBoHQ+vLN2LXUcasXAbD74yYT4AszNFTphLkY8vtmjr2MHaZsFPQsyYux/CEQa6ZMIchFTBsZGBG15agfK6FjxNSTxCksIcnOSZWRzldc246eWV+M7flzD2IgHm/T3CLlRpMK9XjUHOE9lhMoW4EktnCiu7hdMUMgeHuaHLwI7DDcb/Z/u5VciEtcqO65eMUOZLPg7VxZIo7OiSB/MZTGEyRSrMiXslolL2SyI4EoQkRwsLkKSgrjlWZb/hQK3AJyEA0Byif7CMmMdCYUxMehghI67EfGFvDoV5QRSMOfPOahU5MPvXNLRwTGTCHHwMKly7ZMFcVc9kinyYL/JNrPaSBnNymJ0pcmEOtqgqi49Eo5gCwX4vr/CyYJ4nlMOTj6BCaVwZMM+T/dVNAp+EANb9nHu7PJjjYEEmf6WHOz5xJeYLSUTlBV405sAWPWzkwNwtVN9Cw0aZYJWdnJjnDHMp8mHe5xtD1CGWBXP3gznYQsTTbDuPcXzE0mA6KzNmLw9mX0HK4ckHux/lgJ0QcmEeDyZT5MHamcJxkR0exYgrsR+mwuxMEUoTN3TpMAdR6tmZIhUtrLKTkkYaBUqN+eJIHWJ5aKbMp7TYkyecN2JpMAXtGWORB/saxnOZXFg8Uzg2wmgK8u4iE9bOFO7tsmD1eOKZWHaYTCGuxJ5MiXBPF0oTZb6kw3w5rG9mkFgmrBd3Ll6yYO6qY1JYPszzhjJf8tDE9Uxa7MkUjo9YzMkUdgnJg30szONExMNubjngXi8XLbYkMFVa5CBoSaZwnsgOkynEldjb5tiZIhZztSOrVeTALL1CmS+5sHSm8KAlDeZDb1CJ0ItLMszddqywlwfzuPDiKBfNtvMYqyTFUmcK0jcxmSINdjk8rmNyYS50CTFgLAyqUMiFfQwYf5EDJn8zCyZTiCuxXwjDvCAKhbqd8mGu3GYARS5aGHyUEnvHI9cyuWiyyHyxclgWzPu/wr1GKuwV9wrbuIXS2MLuOhmxzxMWucgFZb7koNlcOMk5Ihz7ukVlEDkwzw3GX+SHyRTiSuytjOxMEQuTKfJhNWzkmMiEtWqFa5cs2Ku62DIvFzQ/lRNLoIt7jVTEJVO43wjFvPdT5kse7J0pnCdywUpvOWjiGUwq7PEWxl/kgDJfmQWTKcSV2IPDDHqJxdx23cILohSwWlhegjSglxL7oZdJerkwd3TZu4iIOBRW4UmLfX/hvBFL0GIYzL1fFtjBJTeWMzP3GGHQ71Eu7N1BLSGOiQwwmZJZMJlCXIk9OMxkiljCYV4QZaM5xO4HWTEHtHjQkgf7PIlwX5EKsw8Ug8LyYB6LcETlvJEI+5pm9xsk6cUc/GLAXh7s/jVBhWuYTJjXMa5h4rD7ChKx2GNf3FPkwLxeMf4iP0ymEFcS15nCCmKhmIMplC6QA7NsQZgHLKkwX0iYCJaHuM4Ujo1UWLvtuKbJgr24hVJf8mA/KzMJKRaL/CqDLNLAzhS5MY8HC5DEYe4KYjJFPPZzMPd3OTDfHXlXkR8mU4grYQWxXNgrU4l4zBeOEMdEKsxBFCaC5cHeMs+1TC6CDERKSVzAnmMjDXEyXxwboVjWMO4v0tBsmycM2MuFwkpvKbB0pnCOCMe+h3B/lwPzuFCWUH6YTCGuJL61kYuVSMzjweCwHLAtXl7MwUcmguUhZDeg51omFeZ9nnu+PNgv8LzQy4N9nrBrSCzWhDDHQhbsez8D9nJBaVw5UCwyX5wjook7e3F/lwJ20mUWTKYQV0I5FrkwjweDw3Jg3sw5P+QixM4UKbEHUDhv5MJ8ceSlUR7s84QVq/IQlyBmkFgoVs8UjoUs2O+UTAjLhTmIz+CkOMxnZO7z4onrTOGeIgVhFrNmFEymEFdi3zAiDEgKhZ0p8mGR+eLFUCqsnSkCH4RYsF/SOTZyYa324pomC/ZuBya65MEu8cmxEUtLiMkUGbHv/QzYy4VFSprTRhhBS2cK/VFFY/dDZRJYDqyddBwT2WEyhbiSOJkvLlZCscivcCykwNL9wEu7VCgcGymJ80xhYlgqrN5cDHbJgn0NC1H+Qxrig8QcG5EEw7EAZDiiQuUeIwV2byEmU+TCvPdT/UAc5ip73l3EY9/PWSwhB5bCL46J9DCZQlxJXAUxLyRCMR+wOBZywLZ4eaH3g5zEy0dy3sgETWjlxD4WvDzKg11iggEwsdiD9tz/5cBuEsz9RS5CDOJLAYv05MI+BhwTOTDv66oKFk1IDpMpxJVwA5ELa8Uwx0IGGLCXFyYf5STOX4AxYakwV3uxA1IeKDUhL3GJLi5qQolLpnCuSEGcZwoTwlJBKWk5MHdvc+kST5zEKgdFOJGICvsSxbiY3DCZQlxJfGsjFyqRhJlMkY4QjU6lhdVdckIDermxyuMx2CULDNjLS3yQmGuaSOxSkgzay4F9ntiTXkQs5r2fMl/isBSCcRyEE2YsTDqcxoAJYLlhMoW4Ert0Aau7xWIJDnMspMB8+bDPFyIWqwE954ss2Ku8uK/Ig6qqVlNHzhtpiPNM4X4jDfZKVQZbxBK0+QmxklgOmHSUG/OZmXdMcbAQTC7s6xTv+uJxKpBgzYTcMJlCXIl9A+GmLpawJTgs8EGIQYjdQtKiMPkoJazykhf7GsZLozywuEVe4oLEnDdCsQdauMfIQXySi/NEFiIRFeZpwgIkcVi8a7jPC4f7iXywMyXzYDKFuBL7BsJgsVgUVqtIBw3o5YVmmnLCJL28xFXgcWykIX7eCHoQEoe9g4udEGKJX8c4WWQgTuaL80Qa7B3DDEyKI0SZL6mI7zzlfiIae1FeoteIPDCZQlyJfQNh0EssNDuXD4vMF8dEKszjwSpuebBfRDg28hBfYc+xkQX7+YvnMXkI2Q3POTZCsXc8cB2TA/v+wkCxPMTvL4IehFDSWzLiZb44JqKxJ38BzhXZYTKFuJK4SkguVEIJMzgsHeYNnQcsuTCvXww8ygM7U+QlTuaLFXjSYDeg5xlAHvR54vFEf89IpFDoYSMn9mQK75TyELe/cM4Ig50pchF/LuaYiEYfk4DPE/cakRMmU4grsV8I2UInFsoWyYe1M4UBFJkwr18RVTPXJuKx7yNcy+TBHlBhglgewpRdlRZdrijH7wPAILFo4hP2PJvJQEu0g0sPgHENk4e4zhSuYcJgZ4pcxHVsc90Sjn438Xu98Hm1/YQFRnLDZApxJexMkQtLZwo3cylQmOCSEruZJoC43xMxsDNFXliBJy92Xw6ex+RBPwdkB7TrIs9nYrEXttiTxEQMelBSTzpynsiDvXiSYyMOc/KXTY7iiTsXc1CEo4+J3+uBz8PkfCbAZApxJfaqVB6uxELPFPkwB7i4kcuDo54qx0cKWAEpL/YKPPvviTjsHV08j8mDws4UqaDfo5zoSa3sAOeJbDBZLw8KCyelwp6M534iHr1gwufzwBuN0nNc5IbJFOJK7NVdDOCLxTwePOjKATtT5MRJnogtwHIQZ0DPeSMN9j2ec0Ye7Ali7jfyELR1pjAHKRb7OsaksBzo5+UcdnBJB+VX5cE8L3jXF49dJpKxMPEoRmeK1+hM4X1FbphMIa6EgRW5MAeIeQmRA8uYcEikwSmZwsuhHNAcWF7oyyEv9rHgeUwe9ARxtj8aJObYCIVSknKiV3hnRecJA8XyYE/W844pDnamyIU+Hlk+bd2izJd4Yp4pHni9lPnKBJhMIa6ErfJyYf77ZwBSDkIRdqbIiKPMFy/uUhAXFOa8kYZ4OQNBD0LiiD+PCXoQEkdIicp86fJFXNOEYg92cTzkIJZ01OeJyKchZljkIg9hdqZIhT439GIJrlvi0dcnn9dDA/oMgckU4krsrfE8XInFrmnLIKR4zBcQHnrlwVHmi/NFCuKqhjlvpCHOJ41jIw12eTzOG3kI2TpTGLwXS1zikXNFCvS9nx1c8hEnv8qxEYbFH9XhLkPSi76fs6NOHvQuer/PbEAv8olIWzCZQlwJK4jlIk6ChRu6UFRVZTu2pOgXQ/3wq73G8ZGBuKAwx0UaODbyEpfo4thIg154pFfcMxAplnhfLkEPQizEV3hznsgClSjkwfx3z71EPPZiCZ69xEOZr8yDyRTiSkKmNjqAwUjR8LArF6ywlxd9rmT5vIguXzwASwLXMXmhT5q80AdCXhgklguuY3Kiy69lUw5POri/yINF5ovjIBx2psiHPiZmA3rOFblhMoW4Er0TIoct2VLAw65c2GXwVFXrViHiUcwtwHrVCsdGCuzrFtcxeWCiS14o8yUv+llA90zhWVkslPmSE71AjzJf8qEnumL+AyKfxt2wM0UuQkaxRHR/5+QQjrnYm3f8zIDJFOJKjOpuVttJQVwQkhuHUOxmzQDniCyEwrGqFS+rVqSCVcPyYg/YsxtVHijzJS8hW2cKZaXEoq9jAV80MMy5IgVGZwrvlNKh7/VZPo6NaMznMI6DeMI22WiOiXjCpj3e69Vf47jIDJMpxJXYdaC5UInF3gnBC6JYFAe3Mya45EAPPAZMnSkMcMlBfGeKoAchcTBgLy8sppCXmHwRZUBkIMzAsJTYC/RYSCEPejKFa5h4KPMlF3GFxZwbwtHHxOf1wO/lfpIJMJlCXIm+iecEeCGRAcrjyIVT1TYD9nIQMst8edgCLBP2pHCYk0Ya6AMlL7qsAavt5YMyIHJhjAdl16QiZuTMAj3ZsHcNcQ0Th/kcxmEQj5Fo5NyQBn1MNPUJ7TXuJ3LDZApxJSFm46WCnilyYQ8KA5wjsmB0pni98Hop8yUTMeNAjots2LvteGmUhzADkVKiqmosSMyqbinQ17FYZ4rIpyE6ik0Oj+MiD4bMF+/7QolEVJj/6rnPi8fYTzg3pEFfr8yeKbyvyA2TKcSVhCPWaruwg0cESR/2QBc3dLHYL4YAD76yYDbTjBlqcmxkIP7SLvJpiJkQO1OkJV5qQuTTEJ2wKfiVw0SXFFCySD5UVY0bF57J5EGxddepqjZmJL3Y1yquXeKxd6YwCSyesEl9wkv1iYyAyRTiSpSIzSyQC5VQ2JkiF/b5AbAyQhaMFmAfDehlI8yWeWmxS67x0igPlJqQE/O5jEFiOeBckQ/z+YvddfKh32f0bi6A4yMC+9851y7xGB5clPGUBj356zcVTHK9kpuMTabcd9998Hg8uOWWW0Q/CslAYrrDvJDIQPwhS9CDEABmGTyf8RoTjnKgXww1A3rtNR605ECxdTw6eQ8RMdilPbnnywOlJuQkaMo4sjNFPKqqmoJf9HuUBUvSkWuYdCi2+z7A8REBfevkIxRmYbFsxGS+vFSfyBAyMpmybNkyPPXUU5g0aZLoRyEZimFAz6CXFCg2XQ+F2RShGL4cPo9hgMbgoxyEzFUrHh60ZMIeFOa4yIPRNeTjpVE24qUmODYyYD6XZVEGRDiKUwcE1zHhmD0G2TEkH86d9qKexr3Y93XKrYnHnpznuiUefZ8PmGW+uF5JTcYlU+rr63HFFVfg6aefRvfu3UU/DslQQqyElAp78oRBSLGETJqdRpspx0QKjBZgHw3oZYNVw/KiJ7rYjSofds8Ujo0c6HPG44lJ5PBsJg5LcsvHuSIL5nFhQlg+Yl527LQXidOc4DwRi+4lmMUiI2kIO/iicp7ITcYlU2688Uacd955OP3009t8b0tLC2pray3/EQJQd1gmIhEV+l9/NAnPLLxgjM4UL305ZMMq88XOFJlQ7BcTzhlpCNlMaNmNKg92eTwOjRzoMl8BLxP3MmAuOqIBvTyETOMSYNJROmIG9PRMEYmT4gTXL7EYHdsB3llkwfBFpfpExuAX/QDt4dVXX8WKFSuwbNmypN5/33334Te/+U2Kn4pkGmbdYQZWxGPXG24ORSjzJRi9ItVvajPlkMhBTObLaxy0mHyUA/vFhAdgeQjbCih4aZQHu0EwAyxyYJb71P25uKaJg50pcmKRxWXSUTrsShQA540InOYE75XisMTCmASWBrNnitdrfY3IScZ0puzduxc/+clP8OKLLyInJyep77nzzjtRU1Nj/Ld3794UPyXJBCzBe0p+CCdsSaZEK1N5wBJKKGIK2FPmSyr0RBcv7vJhN3PkAVge9Oph+tnIR5gyX1KiGHKf7FCVAfN+EmBSWBrCEYcCFw6LNNgDxgDvMyLQk466AgVAf1SRWGNhUQ8u7ifC0cfAoj7BcZGajOlMWb58OcrLyzF9+nTjtXA4jPnz5+Nvf/sbWlpa4PP5LN+TnZ2N7OzsdD8qkZywrRMC4MFKJOYWeXrYyIElYK8b0HNMpCBkVK2wBVg2Yp4pelKY4yILYZvUBy+N8hDTtOf+LxOhcPylnvNGHBaJTwbtpSEUjvcY5N4vDzFDZy88Hs34nOOTfvR7SpbPixZFmzPMpYjDvJfHpIlFPQ3R0ZOOPq+HRSwZQsYkU0477TSsXbvW8trVV1+NMWPG4Oc//3lcIoWQRIRMu4XeCcGFShxhmjdKR8hkcs7LoVyEw7FqYX1s2AEhB/RMkRc9CRnz5eDYyIJi7xrivJECxUFSkvNGHJbx4LlMGszBenYLy4cxb3we+L0ehMIqE/YCMBdN6MkUjoM4LLEwShNLg9ERbDag57hITcYkUwoKCjBhwgTLa/n5+SgpKYl7nZDWUBi8lwr9gOXxMAgpC9zM5cW4uHtZBSkbcWaOnDPSoHfb0WhTPmIG9BwbmQhFTN5pDBILx2xMa1Ssco8RjtGZ4jV3DHFcZMF8n9Hmjcp1TABhW7GR+TWSfpw7UzgeojH2eZ+piIXjIjUZ45lCSFfhrDss6mmI5aDLC7sUxAw1qZUuG+auIc4XudDXsmxeTKTDfpHn2MhBOKJCjztSdlUuzOcAykqJR7HISWmvcR0Tj2WeRMeFwS95cO60F/lE7kSfJ15zIRj3emGETJs5vQTlIWwqmmAxa2aQMZ0pTsybN0/0I5AMxKw77DeCkTxZicKsD0kpCTlw1oAW+UREx+xn44v62fCgJQf6WsbuB/mw+3JwaOTAbECbTa8hqVDC8R2qHBtx6GuYjzJfUqGvYT52DElJOBLfOUTj8/RjCRJ7PAizQ0gojkF7jodw9PiLj+eujIGdKcR1OJo7cZ0Shr55B7ystJeFmJyEl5dDyQiZxoYHLXlQVTXOM4VJYXkwZL6iyRQGU+RAcaiO5F4jB0Ejcc+zmQzEOiAYtJeJkMmTg2cy+TCPj5cdEcLQ1yqf1wMvO+uEYw7aU4FCHsxJLp67MgMmU4jrUEzBe7+PB1/RGFVdlk4hjodIQubuB46JVJilPhhQkQfz9MgOaBX2nDPyENeZwlyKFJhlV7MpuyoV5uA9u4bFo0ScOoY5HqIx5om5IIzzRBrCDgVI3GPSj1OHEPcTcTh1pnA8xOPkmcKCb7lhMoW4Dj0Y6TMFI1mlKg6FWXjpcNQY5iFLCoxksM/LRJdEmPcQvTNF4bhIQ9iWTGGwSw6UcPy8YYBYDmLBey8riSWAHcNyYkly6XdKRr+kId6AnuuYCCyqILy7CMcctOe8kIewWfqeRRMZAZMpxHUorFKRCv2A5fd66QEhCYYvh9cDrz4m3MylwFFPlfNFOOb5Eet+4LjIQkyCjV1DMqGPg9ejFbgA3P9lwSiqMFUSc2zEoZjHg3cXaVBYfCQ11uIw7TWOT/rR93reXeTAnGSMGZ2LfCICACGn5C/nidQwmUJch0W6gBu6cBTTAcvvpXGzDDh1PzAwLAcxjyFzlZ3IJyJA7MIOmOSKOGWkQZ832YHYsZdrmngsHlAe7jUyoQdbeA6QA7PROe8u8mDME3Y+SInd+Nz8Gkkfsbu+Sb6IdxdhKBavJ+017u/iCUfik79cr+SGyRTiOkLmC4kh88WFShThSMyfg1ISchCiL4e0OEqwcb4Ix7xmZbMzRTpinSmxYy/XNPGEHcybOS5y4GTczLERR6wQjLIsMmGeJ4YPJ4dFGiz3Ga5jwtD/zinpLQeOspEcD+GYpe8p5Z0ZMJlCXEeYVfdSoTjpQ/KgKxTzpZ2buVzQgF5O9OpUj0dLdJlfI+LRk/a6BJv2GueNaMzFLbzQy4VVglU/K4t8Indj7uJmxao8mDu4uIbJh7XSm3d+UVi8IGhAL5yw2euJsRdpUMI8E2caTKYQ12H2HGB1hHhYHSEfIQctVR6y5MCQYPOyBVgmwo7VRCKfiJjRA8PZpmQK1zTxOBa3cFykQD8rZ/lZISkDhpedj8FImQg5FIRxnsiDo/cTxyftsOJeLkIOyS2Oh3ic7pLc5+WGyRTiOhSaakqFccDyeeD3UnZNBsyGmvTlkAuzZAEPWvKgsOpOagzPFHamSIV53rC4RS6MvcZc6MI1TRiWwiPOFWlw7ODiPJEGs9E2Zb7Eoa9VXq9J0pvjIAxz0J7zQh6UiFP8heMiM0ymENdhrYTUXmPLrzgM2SJzFp7jIRRLBSQv7VLhnOji2IiGgS65MTxTmEyRCrN5M01p5cJc6MKzmXgUsywLg/bSoND3UWrC5nWMcoXCMCe12AkhHnOxBPd3eXBUOeA+LzVMphDXEXLSI+RCJQyzDjTHQw5CEVbayYol+MigvTSY9Yf9HBfpCDOZIiXG/u+L+UBwr5EDo6jCLCnJsRGGWa6ICXt5MBe4sFtYPiwddgxOCkOfE5TDkwNzkpGxF3kwxyiZ5MoMmEwhriPWmcKFSgbM5oB+H8dDBiwm56y0kwrq3MqJMS4eBrpkxGwSrMOLo3j0QGSAnmnSYQTvfTRClYGwUXhE+VWZcO6u4zyRBeudX3uNd8z0Y5FYZ+xFOE4eNuzYEo9TjJL7vNwwmUJch7nqnlUq4gmZZL70CyI9U8RiBLjoyyEdTobNXL/E4yQlwXGRB0dTR15QhKMHIi1VeJw3UmBOQDL4JR6r/Kr2GueKeCxJRxZSSEesAMnLZJdAHJPBXL+E4eT1xHkhHiUSv15xn5cbJlOI6zBX3VOjWzyxAxZbf2XBknDkIUsqHA3oOTbCseoPa69xXOTB6YLCi7x4nCRyuNfIgbmSmMEv8ThK4nKuCMeyhhnBL5FPRMyYvYZYQCmO2PoF7vUSYJ0X2mucF+JRKOeZcTCZQlyHc2sjFypRKOZKe2bhpYAG9PLibHQu8okIYF7HGHiUEXNnipfJLmmwjAsDxFIRNBL3sb2G3VziiHUMsytVJizG2jwvS4dFXsrDO78owqa7C7tQxaOYJaMZC5MGc9EEC78yAyZTiOtQTC2/DHqJx7yhMzgsB6GwSd6DCS6psCS6uH5JQ8gUeOTFRD7M+4w/mk1hwEs8jmabXM+kQJ8zWdxrpICFYHISCjsUuHCeSIPiEMTn+KSfsGNnncgncjdhh0JWzgvxhCNm9QntNe7zcsNkCnEdMR1oD6LnKi5UAgmbq7oYuJeCkEm2gAkuuQg5yOJw/RKPtfOBFxPZMFcP6/s+x0c8YaeOLq5nUhCTAfHGurk4Z4RhlijmXJEHpwIXnsnkQXGQxuW8ST9OvnUcB3GETH51lJOSByf1CfoIyw2TKcR1OGp084IoDGPjsATuOR4iMSccWbEiF8bYUMdeKhSTCS29uOTD0jrPfUYaQk7jwmGRgpDDmqaqgMr9RgghyuRISewOQ+8BGXHs6OL4pB0n+SKOgzgsyS0mgaXBIr/GcckImEwhrsNSocqDlXAserb6RYQbh1DMsgXsfpALazJYe41jIx6rAT3njGyETQEvJlPkIRwxSUpyPZMKo+LetKYBnDeiCJsqiX3sTJGG2J3Sy6SjhJi9higvJY6wpRNCf41zRBQsLJYTc7c2xyUzYDKFuA7FMRsv8oncjeN4cOMQSsgsJ8HAo1SwNVtOzAb0HspISYejVxrnjXBCZs80jotUhCwV96ZkCtc1IcSCwmYpSZFPRADruDDpKB9KJF7miwn79OPUHcy7vjgcC4sZCxOOYr7j80ycETCZQlyHRY6FwUjhmM22GByWg5jxrBc+3VeIh14pCJsv7pT5kgaLySlbs6XDSa+ba5p4wuZ5w3GRipjXQGxNAxhwEYVZEpddXPLg5DEI8FwmC+ZOez04SQ+C9BMxncEYJBaPUyEr1yzxKE7KIBwXqWEyhbgOxSTHQs8B8YQc9CE5HmJhZ4q8OOqmc2yE42RyygOwPJirInmRlwfHCz3HRQr0s1nAa6u457omhNjdhWuYTJgrvJl0lA+rbE70Na5haSd2BvOykFUCzIXFlF2TB8tdhfMkI2AyhbgOs1kgg5HicaxM5XgIxanKnpcPOTB07H00oJcJs/dTTIKF4yILYXPAi8kuaVCcEvccFykIhWN+Nl5TkJgXezEoDmdlzhXxWH0fmXSUDX0ds8hLcQ1LOxbfOkp6C8fpng9wbojGkvylx1NGwGQKcR2WSkhWqQgn5KDbyY1DLCFTwJ6XD7lwNA3kfBGOsY75vPTikhBztZef80YaHOXXuNdIgZMkLsDxEYVlPAyjc46FaEImOTwmHeUj5mdHvzSR6OPg9fCuLwOKQ5IRYDxMNGbPFEPOk2MiNUymENfhdPDlwUocugeEj9Uq0hAz1PTy0CsZIacKe65fwrFKSXBfkQ1zByRb5+XB4jfATjup0C/1WhAy9jrHRwzOhUccC9EoDns/ugs2sAAAtkVJREFUwHOZDKiqSr80SbCMgxF74cVSFObxsHg9cd0SitUzRQvTc0zkhskU4jpYCSkXxkWEQS5pMHumUOZLLiyJLo6NNMS8nzguMqJQYkJKHOXXGF+RgpBJvsjj8RgJFZ6XxRA2ddfFzmUin4gApvOyl0lH2QiZJoi5a5h3zPRjWb98HAfRxM7ENpkvrlvCUFXVZkWgvc4xkRsmU4jrCJmyvgx6icfS0sjxkAJrW7z2GgMo4kl40OLYCMfwsmGSXkqcqvAUjo9wYklIJrlkw9yZAoA+HYIxF1Jwj5EHsxcEk45yYQ7W089OLIpTZwqHQRiGX51d5ovrljDMf/V+r4fqORkCkynEdRiVkD5WQsqAtVNIe42XELGEwg5yErx8CEexXQz1FmAGhcXjlOTinJEDs9SHj/uMVITNiXuv9TUiFrNHBwBe7AWjmO4u7OKWB3OSC2DSUSZCpsu9pSuV8ybt6LEXH704pcB8Z/FaDOhFPREJmfTUzV423Oflxi/6AQhJN0rYHLznoVc0ZkNtFdr/c+MQS8yA3stqYYmwVNn5vIjGuLh+SYDi5P3AdUwKrNWplPqQiVAk3gSVe40cBE3yRQBYfCQYy92F5zJpMK9hgJ50VLm/SIBian2wSkmLeiL3ogfvfR4PVUEkwCkWBnBMRMK7SmbCZApxHaEIg14yYW791YeBm7lYKCchJ+aqFXo+yYXi6P3AcZEBc+eWz8duO5kIm7ofeHGUC/0ckOXXxoUyrGIx7i5ednHJROy8HJ0nTDpKgy5l5PUAXi+7hkUScegO5volDsUSC4u9zjERh0V9gneVjIEyX8R1hA0daGs2noEvMVjlcRiEFI3dl4OVXPJgqbLzeSn1IRH04pIXu246pT7kwVxMwfVMLhRbZwrHRywWiWLuMdIQsndwcWykwVw8CYB7v0Asnim86wvHXABm8XriuiUM89nK5+FdJVNgMoW4DifDU4AHX1GETRu6l6Z0wjFXRgS8lPmSCV1OwuOhYbNsOCXpWZkqB5bOFMp7SkXsQm/ea0Q+EdEJmYoqAFCGTTDmhD2DkfKg2OYJk47yEDZJGQFgpbdADN86HwuOZEAxdQqZf+W6JY74TjrOk0yAyRTiOvTFKmBqlQe4gYgiltziBVEGLFJSNDqVipDN6JRjIw8hs1wRD8BSoZhNHT00dZQJRw87josUKCbvNIAG9KIJO3UMc48Rjn2eMOkoDyFTsR7AzhSRmD1TeNcXj9F5yv1dGhRbJx2VQTIDJlOI6zBn4y0yXzz4CsHxgsjNXBghU1sQ5STkIpYItmvYC3skEsVcYc9LiVzo42Cv9uKeLx6LbjcDxFKh2Kq6qXMvlpjsmln+Q+QTEcAqXwQwKCkTiq0AiQl7cYRN84SdKeIJR+z7O8/FookbEyZ/M4K0GNCHQiEcPHgQjY2N6NWrF3r06JGOjyXEEcVUQew1y3xxsRJCyHRBVHjAEo65ijvg9RoBFG7m4ol1P9gqIDk2wnGqsAe0sfGafk/STyzYZa3AU5iFFI758siLo1yEIraKe8pKCsWceGRQWB7iA/ba6xwb8Rj3S5tUIe+Y6SfsUMjKintx2JPAPiaBhaOvV/r80NVzuF7JTco6U+rr6/Hkk09izpw5KCoqwpAhQzBu3Dj06tULgwcPxnXXXYdly5al6uMJSYi+UQRMFxKAFV6isB6wtNcYTBGHuXPLS1NgqQjZZVc4NtJgCXTRi0sqzHuM+VcGhcVjvjzy4igXZulCgPuNaMwJe1Z2y4PelepjUFI6wrZCChYgicOsQsEzmHiUBPs7x0Qc7EzJTFKSTPnzn/+MIUOG4Omnn8app56KN954A6tWrcLmzZuxePFi3H333VAUBWeccQbOPvtsbN26NRWPQYgjIdPBl0Ev8Sim5BYviOIJKs4awxwT8cQqIDk2shHTTffQi0syEsuwCHskEiVW3BI7j6kqoHJNE4qqqpbCI4BJSNGY/R8YFJaHkO1cRrlCeTDkV322vZ9jk3bMSUdK4YnHLE0MgN1CEmD3TGEnXWaQEpmvRYsWYe7cuZg4caLj14855hhcc801eOKJJ/D3v/8dn3/+OUaOHJmKRyEkDnNA0iy/wk1dDIqpMpXSBeJREgVQOCbCCUXskgXa6xwb8YTMckX04pKKsH6Jt80bXlDEowcifV5rp3A4ohrrHEk/Zu+0gNcq88Vgixisld3R17iGCSfmZeON/sozsyyE4nyfuIaJwugQ9ngohScBdk80L2U8hZPIx4bzRG5Skkx5/fXXk3pfdnY2brjhhlQ8AiEJickYxYLF4YjKDUQQYYcgJMdCHOYKe8BcySXskUiUkKIb0Fu9HxhQEY+RFDZ12AE8BMtAnDY0g13SEDYliD22TuG0mDoSRxST7i1lvuQgFvzysrJbIkKmJBfAeSITiQzoufenH7OENP23xGMeD+1X7XWuW+Kwe6ZwvcoMUuaZ4sQrr7yChoaGdH4kIXEYwWLq20qBua2RF0Tx0ORcXtg1JC+GJE6cAb2oJyI6Sth+adTmD/cZ8SiJOro4b4Ri7kzx22QlGQATg1myiHu/PCg2LzvKr8qDvZubBUjiiJiSjnrCUeH6JQx9P7GvW9zfxWGXVtXXK84TuUlrMuWHP/whDh06lM6PJCSOcMQaLPYyGy8Uc6tp7IIo8oncTciWbGSVnTzoYxNXAcnDr3DMSUh6cclFnAltdHh4aRSPwnkjJYpJB8fohORZQCiOnSmcJ0KJRFTo0yG+81HUUxGdsElGUvtVe51JyPRjVgWhFJ54EhnQc38XR3y3EBNcmUBakyk0lCQyYDagB5iNF42jKR3HQhix6kdW2clGXNcQNeylIVblRS8u2bBfUHhplAfFZKrtNd1IODZi0eeM1xObL/TpEItiquxmwF4OzBXDfh/lV2XDOJfZfCFY6Z1+zJLePIOJR7EXGTFwLxy7jw09UzKDtCZTCJEBswE9wMCKaGJtjTSgl4GQrVqFlVzyoFcLZ/nsBy1GVEQTipOS4sVEFuJMHRlQkQaLzJepM4X7jVhiXZCxa6JReMSxEULM6Nx0Vub+IhSzt1DAdi7jPBFP/H2G80YUsQS9h0V6EqDYlA5YnCeehLKE3EukJq3JlPfffx/9+/dP50cSEgeDXnIRMrVhG4F7joUw9GRjFqvspCOUoJKIBy3xxEtJcWxkQbF3ozLYJQ1mqQmzZwr3G7GEbOcAgIVHookZndNfUBbM3kLsfJSPOF8I7v3CCDt21nEcRBGydUFw3RJPvCyhHp8U9kgkCfzp/LATTjghnR9HiCP64SqLUjlSYK4a9vCCKBy7LwcD9vIQUpzHhkMjnpgJrX4xARDmvJEBfQzigl0M2AvHLDXh8Xjg8QCqyiCLaOxVqwAlcUVjkcmJDQsiEdUiLUnSh5O3kD5luL+IR7EVTzIJKY6wqTMlVqQn8oncjd3snPu7eOyyhCzKywxS0ply9tlnY9GiRW2+r66uDg888AAeffTRVDwGIY7oAcmAj6aaMmDRgebGIRwjmUIdVemwJ4J5MZSHRH42nDfiMe8xAOWKZMIsXQTQo0sWQiazc53YWVnII7kaVVUtyRR2ccmBs7cQ9xdZoC+EPJgLjjhHxGPv2GYsTDx2WUIvfeoygpR0plx66aX45je/iYKCAlx44YWYMWMG+vXrh5ycHFRVVWHDhg1YsGAB3nvvPZx//vn44x//2ObPvO+++/DGG29g06ZNyM3NxaxZs/DAAw9g9OjRqfgjkKOYUKLAChcrIZgNaHnQFY9iVKuwkks2Euo/c2yEE2d0yrGRhnDYOaDCC4p4HLuGIirnjWBi8jjxnSmcN+nHbnRushdCOKIi4BPwUMTRW4jSuPJg7xhmwZ44FNNez/OxeEI2/2AfA/fCoSxhZpKSZMq1116L7373u/j3v/+N1157DU8//TSqq6sBAB6PB+PGjcNZZ52F5cuXJ50M+fzzz3HjjTdi5syZUBQFd911F84880xs2LAB+fn5qfhjkKOUUNgm88VNXSjmQBcD9+IJhRNt5sIeiUSxX9yZCJYHxRYUZmJYHswJe8C85wt7JBIl1jVkW9M4NkKxJ+6BWJUkL/bpRzHp4fhNXSkA9xiR6OMSMI0J75TyYO8Yjkl8Cnsk12KWlWJiXjyJfB65v4vD7mPDeZIZpMwzJSsrC5dffjkuv/xyAEBNTQ2amppQUlKCQCDQ7p/3wQcfWH7/3HPPobS0FMuXL8dJJ53k+D0tLS1oaWkxfl9bW9vuzyVHF+GICn1Nisl8Rb/GxUoIIVOrqX4J4VCIQ7FfPriZS4NiMwU21i4efoVjnzf04pIHJrrkJU7mi11DUmBUdHsdKu6536SdkCm76Pd5LGdkjoc4jES9qTOF+4s8xHkQMCEsDPM5jOMgHr04jzJf8qDYDOi9ppiYqqqGrzCRi5R4pgDANddcg7q6OuP3RUVF6NOnT4cSKU7U1NQAAHr06JHwPffddx+KioqM/wYOHNgln00yl1DYeiEBmI0XjVEd4fOwzVQCjM6UuCpujoloQgkq7HlpF0+8AT3njSyY9xiAQWGZsPvZ6AXeHBux2McFYKJLJGFLZ0qsixtgF5dI7LK4gHl/EfJIxIS9kIJ7vzjMhRMs0hMPDejlIxxxliXUvsZxkZWUJVP+8Y9/oKmpKSU/W1VV3HrrrTjhhBMwYcKEhO+78847UVNTY/y3d+/elDwPyRzMyZQATZylwGwQyLEQT5ynkF5BxAOWcEJKou4Hjo1ognrXkJ8XE9mwV3v52NElDTQIlpOgTe4TiK1pKscm7eiFFB6PtYsbYEBSJLG9JT7pyAI98cR1DDMhLAyzpCeL9MSiqmp8IQvlb4WTSJYQ4JolMymT+UrlYfumm27CmjVrsGDBglbfl52djezs7JQ9B8k8QqbqrkCchioXqnRjll2zGNDzgCUMxebLwQSXPOiSBVnsfpCORF5DHBvxxLShaUIrG7H9hp2QMmEPQgIMtojEqCLW5T888V8j6cfwsXOSw+OdUjiJDOh5x0w/5nMYiybEopj+/dOfQx7ssoRmfzTu8/KSsmQKgJRou/34xz/G22+/jfnz52PAgAFd/vPJ0Y1+sPJ6TPrpNDwVhmL6S/f52PorA3ZfDga35MFetRLrfhD2SCSKHlSJ87PhWiacOKkPFlBIg2JLdDF5LweKTe4TYLBFJPYOCI/HA69H2/sZkBSHk8wXOx/lIZSg85FrWHoxd0L4zDJfnCNCMP+927u2mGgUR+yOby0uAjhXZCalyZRRo0a1mVCprKxM6mepqoof//jHePPNNzFv3jwMHTq0Kx6RuIxgON4skIEVcZg3h4DX3Por6olI0G4ITLkiaQixilta4jpTWAEpDWG71xDHRhrM0h8AZb5kwS73CTDYIpJEHjaRsMr9XyAhhzsl1zB5sPulcQ0TQ9jWCREbB1FP5G4s/sE0oJeGOAN6eqNlBClNpvzmN79BUVFRl/ysG2+8ES+//DLeeustFBQU4ODBgwA0Y/vc3Nwu+Qxy9GOvugdMnhDcQNKOWXbNx9ZfKbDLe/CAJQ9KXPcDE8EyoKqqsZYFaHIuHQk7Uzg2wlFsyXvOGzlQHDxTOG/EYZ8ngD5XmEwRiXFejhsXzhMZCNn3F56ZhaDYOiGoQiEWJWxNbgGAnqfnmIhDsRvQ0zMlI0hpMuWyyy5DaWlpl/ysxx9/HAAwZ84cy+vPPfccrrrqqi75DHL0Y6/sBlh5LxJ7tQovIeJJtJlzSMQTJ1nACnspsHhx+Znokg27Z4qfYyMFkYhq7CvGhZ4FFVLgFCTWj80cm/Rjl/gEOFdkIHZejh8X3mPEE2dAb9wxhT2SK7F7dHCOiMU8Hj772YtjIgzFdsenN1pmkLJkSlf7paTS0J64h1j1MKvtZEC/iHg92jhwMxePfY4wwSUPIcWaDKYvhxyYW+azbJd2Do14Yp0p1IaWCWuAxe7RJeSRSJRQpBVJXM6btGNPCAPmwDDHQxR2jXuABXoyYTd05t4vhnCcCoX2/5wjYjAXTerxWnYLiSfWEUxvtEzC2/ZbOgaTH0RGQq2YanKhSj+x6kdb1RDHQhj05ZAXu9mpOWDPy6E4zMmUAOXxpMMeiIxdGoU9EoF1bvgMebz4r5H0oyfuAw5BYp7P0k8suWWSk2JninCcklxeJoSlwd7RxYCxGJSI1aODRXpiiXlz0BNNJhyT87xLSk/KOlMidMohEmJk4/1O1XZCHsnV2M0BjUp7bhrCMCoj7FJSvHwIx25yrichAe1y6EXXdoSS5AiGYx12sZZ57Wu8tIvHuDjShFYqQrYACxAbGxZkiSWWuHeQleK8STv6mTjgdZKTEvJIBGZPDtO48MwsDfZkF9cwMZh96zweynyJRnHYT1gAJh49Rukzjwu90aQnZZ0phMhIUGmlVZ4H37SjX0T0MaAGtHhCtgSXrtjIjVw8sa4hvfsh9jWOjziCioNuOv1spCGsV3XbTGgVFv0IRe9+ABxkJXkGEErI1jUMsPBIJMZZmUbnUqE4VBIzKCkP8Z322uvcX9KLOZkCMOEoGqUV/2B2bItD308CTh1DnCvSwmQKcRWtmQUy6JV+jOoIv90ckGMhCsXW/cCNXB7sBy1zYIXjIw498JhFfwEpSXSRZ1BYLOZxsZugct6Ixa7dDbDwSCR2I20A9B2QAOc7pfYr1zDx2OcNE5BiCBvJeWtBC8dBDCFD5ouxMJkwDOgdCvM4V+SFyRTiKuwyOQA3dZHEWuStB6yISpkPUcQM6O3dQsIeiUTRu4bsVdwA1y+RGPuKn1IfMhIv9aG9zrERi97R5WcVnnQ4nZUZbBEHDejlJBROPC5cw8RDA3o5CNm6g3mvFIshG2nuqGOxhHCciljojSY/TKYQV2EPFAOA/r/cQNKPUWnvs3amADxkicKuAc1KLnnQZXH8tkQXAFCxSBxBB7NmSuLIQ6wDgmuaTOjjYunoYteQFAT1bju/w9jwrJx27HJFgGmP4XgIw97JDbBATybsXan6GqZwbNJK2FZxzzOYWIzklsXoXPuVYyKOkFPRBO+S0sNkCnEVds8BgJUqIgnZsvBe0wbCDV0MSqLOFI6HcOySEubkIwMq4nCs4mbgURoUWwekfoFkpZdYnALElPmSA0cfKL2ji2OTdhw7U3g2E05MloVyeDISV7DHKm8hKGFrUov7vFgUB0807ifi0e8qPocYJeeKvDCZQlyF4qRtz4OvMEI2PVt6QIhHiVgTjrwYykPIdjFk8lEOnDxTeDGRh0TVqZwzYmktCcn9Xyz62GTRWFsKYhWr1FKXiZAtSGz+f+794ok3oOecEYEhK0UDeilQIvESq4yFicfRgJ5zRXqYTCGuIthKJSQPvunHvqH76AEhnBZbRaqXrb/S0FolNw9a4qAXl9zEe6ZwbGTAnhwGuN/IgpFMcfCBYrAl/YQdZFko8yWesOHJ4bT3C3kkYkKxJSFZSCEGXVbKZ6hQaK9zHMSg2ApZAcbCZMAomnAYF0oTyguTKcRV2Ft+AQa9RGK/sJvuI7wgCkKX99DHhMF6eYhVrbA6VSaChgE9vbhkxAja+63ddlzTxOJktsn9Rg6CNKCXitaMzjlVxBHrrmclsYzY9xgan4shbEtqcZ8XCztT5MRIzluKJvSvcVxkhckU4ipi0gVO1XZCHsnV2C+IFgN6bhxCCNrmCIP18hDiQUtKQo7+Agw8ykLI5pnCAgo5CDp42LFyWA6cPFMYbBGHUyUx1zHx2H3sAI6LTNglPnmfEUOcZwrHQSiKUxKYHXXCCTl52TA5Lz1MphBX0apMDjf1tGO/IJp1h3nIEoMeRMk2uoVilVwqN3OhhByCjzxoicdRroiBR2nQA15ZfiaIZcKpU5gSbHLgKPPFYIswHAvB9EIK7jHCUFrpGKIsi3jse4yXc0YI9k4IJhzFoq9NAScDes4NYRgG9OaOIc4V6WEyhbgKBr3kwn5B9Hg80JtTOB5isCdTLN1CHBKhxC6GPGjJhHOgi0l6WQgq1n3fCApzjxFKyEnmi8lhKdDPylzT5MCxEMzD8RBN0DHpqP3KcRFPyO7LyTVMCIZ3jS635okV6ZH047SfGLEXDoowjCQX9/mMgskU4iqcNbq1X7mBpJ/WL4hCHsn12C+HXnYLSYNTMpjVROIJOuwrTHLJQ2KZL2GPRJDIgJ5jIwMhBx8oFh6Jo/W5wvEQRcjRW0j7f84T8cSpH3ANE0LYkPmyFbRw7RJC2CZ/B7BjWwZCDnKeLP6SHyZTiKtwPvgy6ysKo1rF63BB5MYhhEQG9AAD9qJprZI7XcHH8tpmnPOXL3DpE4tQVtOUng+VHMd9hV5c0mCX+fJzz5cCe5ILYLBLFlocfaC0Xzlv0o9jIRi7uIQTUhwqiTlPpCFmfG7tTFEpW5xWDG8he0ELx0AIrUmscj8Rh7HPex2KWLifSItf9AMQkk5CTsF7Xt6FEdPlZkujLMQlU0wyX9zMxaIYwcf0V6fur27Cza+sxPLdVcZrf/10K+67eFJKPzcTMAzoHfwFuI6JJ2ST+eKeLwf2JBfAeSMLTtKFnDficErYs4tLPI7jwnkiDXb1A7svp1kVgaQOxdYJwXu+WOzydwCD9jJgJH+Z5Moo2JlCXEUs6CXGgH7Rtgqc9Ie5uO1fq43AqJsxWhodTNC4oYvBSKbYDBsBXg5FoyeDLUH7NByA/7N8H2bf/5klkQIA76wuQ3MonLLPzRSc/AUYUJGHoK0DggF7OdCTXJYLPfd/KYjJfPFsJgNOhWDs4hKPcSZzkmXhPBGOPSlskS3mvEkbsSCx3pkSfZ1jIAT7eAAM2suAnuRyNqAX8kgkCZhMIa7CMHcS0JmihCO4/sXl2FPZiP+s2IcL/rbQ9W3GioNnir6H8JAlhpZw4s4UBh/FEnJoAU6HnuofPtxk+f1Np4xAj/ws1LUoWH+gNmWfmyk4eabQi0seDIkJQ7pQe517jFj0i6NVHk/7NR0X+j1HGrH9cH3KPycTsRdVAAy2iER0IRhxptWuVM4T4bTWaU9fzvQRsnumeCi3JhIWsspJTH7NrNai/cpxkRfKfBFXEXQyPE9T1veLbRWobVaM328sq8W28nqM7F2Q2g+WGCcpCV4QxaGqaqueKenYzLccqsPLS/bg6tlDMLgkP+WflymEIyr0O4ejOV2KxqayIYhDtS0AgDdumIVxfQuRE/Dhyx1HUNkQjPqmdE/JZ2cK9OKSG70DIssu88WxEUrIwZcjXZ0pOw7X49SHPofHAzx71UycMro0pZ+XaRjddn6HwiPOm7TjWAjG4JdwYncYyuXISNBeHMbOFCGEbZ4plFsTi3MhKzsgRNNakovJeXlhZwpxFfrlPdvvM15Lx0Klqip+/+5GAMBlMwfixJE9AQCfbipP2WdmAsbG4ZTc4saRdkImt+xsnzZHPB4P9GKuVI9JUzCM619cjucX7cLJf5yHe9/ZgIYWpe1vdAEh0wk3na3ZX+44AgAY3isf0wZ1R05A+3fRrzgXAFBW3ZySz80kqJsuN/bxYQWeHBgBYgdT7VTPm1+/tR6AVhn709dWUa7QRtDRgJ7BFlEEnRL27OIWjuO4cJ5IQSSixkmweukBKQS7Zwrl1sSiGLKR8d30DNqLw+iidyz45rjICpMpxFW02KrugfRUEf32nQ3YWl6PgM+DG08ZgdPH9gYALNp+JGWfmQkohgkaqx9lIGi6/WU5+HKkui3+d+9uwI7DDcbvn1mwE9f+Yxn/LcCaTLF6c2i/purvaHF0jTp5lLVye0B3LZmyo6Ih7nvchr2bC2BnikwYZpu6Xjf3GCmIdQqnd94cqG7Cgm0Vxu+rG0P43rNLU/Z5mUjISbrQk94KyZ0VDTj1oXl4dsHOtHyezLRWScw9RhyOXalpnifEGaf7jLkjgvMmfdg9Oii3JpZWC8A4L4ShGAXG7EzJJJhMIa6iRdGqD7MtQS/t11RtIGv31eC5hbsAAHecNRoDe+Rh4oAiAJrUl5txkpKIBVOEPJKr0YPCgC3hmIZuoaASwZsr9gMA7r94IiZF58iXOyrx3EIGUxRT15C1mii1AZV1B2oAAJMHFllen9hf+/3qvdUp+dxMIuSgc8vOFHmwy3zxciIHMX1oJ+mi1H3uC4t3G/8/srQbAGDJzkqs21+Tug/NMPRAZLbTOSBNwZZfvrEWOw434LfvbEjL58mMvcIeSM+5jLROqNU1LH3jsrOiAY/P247a5lDaPlN2nJIppqNzWuaNqqpYsafKcrdyI3b5IsqtiaW1AjCOhzhiBcaUjcwkmEwhrqJFib8gprqKaP7WwwCAM8b1xg9OGg4AGNOnAB4PcLiuBYfrWlLyuZmAXh3huHGkaUMPhSNGks3t6Acsn9djOez60lABuaOiHk2hMAqy/fjWzIF468bZuOOs0QCA+Vsr2vjuo5+QKbvoS9N8CUdUbCqrAwCM72dNpozuo3k97T7CzpQWSSRxXl26B2+t2p++D8wQ7FV4/jQHuz5YV4bb/rU66i9EdJz8BtIh87Uw2pXyk9NG4v2fnIhzJvQBADw1f0fKPjPTcPSziQ5TOpKQoXAEy3dXGb9f5fKkfcjJ75GdKcIx1jC/OLmcmqYQTnlwHh74YBNm/O4TNAYpjQvYisOig+LxeGLrWBrmzd8X7MTFjy3CHz7YlPLPkpmwLUhMuTWxsJteTpyS85T5kh8mU4iraAlFkymBmGdKqquIVu7RLoTHDu1hvJaX5cfQqLm2m7tTnFoavSnuFDLz1qr9mHHvJzjn4S9woJqBLuOA5bNuDenYzLccqgcAjOzdLerT4jHmzLZDdSn73EzBXJnq8Zgv7qkbm53RBFduwIehPfMtX+tTlAMAaAiGUefyakh93uQE0uvFZWblnir84o21+Mmrq7BiT1Xb3+Ai7IHIdFYOL9hagetfXIH/rNiHH/5zOVRW/RmEWpM0SNHYVDUEjW67K44dBL/Pi++fOBQAMHdzOccniuhL/aq91ZbK8kseX+TqsXGUk2KQRThO3kLprCRWVRVX/n1J7HnCEXy4/mDKPzcTMN9nHM/MKV5PQuEI7o16pT6zYKeriynsnimUWxNLMBx/12cHhFiUcMT4u3cq+Oa4yAuTKcRVOEkXpLIzRVVVo6Ju6qDulq+N7VcIANjg4mRKa5WpqQ5CLthagZ+8ugo1TSHsqGjAdS98hXqXm50Hw1qHjrlaBTD5cqRwTFZEq1An9I91QIws1bofDtQ0uz5g76SZDqQ2aL/+gLY2je1bYLn8AFpCuCDHDwA4VOtuE3on+ch0Xkxqm0O46LFFxu8ZTLFil8iJ7TGp/VxVVfHnT7YYv1+zrwZLdlam9kMzCKcAsSfFe83a/TVQVWBoz3yUFmoJYb3rrq5ZQWVDMCWfm0moqhoLtgha0xZus3ajhiMq1u1371lZcZKSNILCQh6JQHyS67mFu7B6n1WecMFWd3tx6jhV3wPpW8f+aZKTBIB315Sl9PNkJlY4qXemxL5GWan0E3JIpqS7ACwSUfHmyn0sZI2SyLOWcp7yw2QKcRWOQa8UHnz3VTWhoj6IgM+D8dHkic64vtrv3dyZ4lSZmo6q4aASwXei1VwT+hci4PNg/YFa/Pzfa1L2mZlAS4LLR6qrhSMRFZ9sPAQAOH5YifF6UV4ApQXZAIBt5fUp+exMoe2LYdd/pp5MsUt86fQv1kzo91Q2dv2HZxAx+UhzZ4r2azoCKg9/vNXy+y+2UBbPjD3gla5g12ebyg2pojFRWbzPtxxO6WdmEooxLumTLtK7UsznsZyAz1jLdlZQtjBkis47BYnTEWxZtE0LCOtSnwDw5Q73BomDjkbn2q+s7BaHXnHvuIaleJ4crGk2/IR+c+F4PHf1TADAyr3sTAXgmBAG0ufL+dmmcgBA70LtDuPmvV+fJ7pniqY+oH2N61f6cbrrp7sD4oP1B/HT11Zj1v2fYcgv3sUfP9yE6kb3FrOYZQkdC745T6SFyRTiKnSZL0fTrRQcrFZGu1LG9S20SMDorwHAhgPuTaY4mW2lY+P4wFS5ff/Fk/C3y6cBAD7ecMjVesNtynyl6HK4o6IB+6qakBPw4pQxpZavDe+lGQTvOOzuIJd++M3xW9eRVAaG1zsEHs3oAeKNZe6WYRPhxaWjqlp1FwD86ryxALRux/I6d3cL6aiqGrvI22W+Ujg2SjiCu95cBwC4atYQ3HjKCADAC4t2cWyiBAVISa2PdjeYOyABGDKGO5hMMZKPgLMMSKrv9Gv2VWPpLq2D6/xJfY2Eyup91an9YImJSRWyYlUmHL2F0pCsV1UVVz23FADQLduPy44ZiLF9tHPa7iONrjc8B1q5z0TXMSWF2ZTdRxqwOJr8/c2F4wEAS3dWojnkTn9O3TPFyYuT61f6cSrOS3en4+Lt1uKIR+dux9XPLzOKbNyGfo/0epylbynzJS9MphBX4VRBnEpTTd0vxS7xBQDjogHKHRUNrj1ghRwqh9KhZ6tv4ieP6oUJ/Ytw5rjeKC3IRjAcweaD7g0MBx2CwkDq2+L17qyxDknHgT20iuH9Lm8F1teI7IDzxbCr1y+zrEqizpTR0cv7Fpd72rQ4jE26fDle/HI3qhpDyPJ7ceXxQzBpgDZW8za7twrSjFOVfToq8LYcqsfBqPzdT88YhfMm9sW4voVoCIbx6cbylH1uJuEkXZjqALHemTKhn3MyhZ0p1mSKpeI+DWvakfoWfO9ZLUh87NAeGNQjz1jT1u6vae1bj2oUQ6rQIRjJIIswHBPCntQHJVfvq8Gm6F3lr9+egmy/D70Ls1GY40c4orpaPlonUae9Nw0ddo/O3YZwRMXJo3rhrPF90K8oBy1KxLUyn4bMl9dhr+f6lXacDei1X9PRAaGqKuZt0c7BI0q7Gc+xck815rr07hJ0iE8ClPPMBJhMIa4i3dr2K/dUAwCmDCyO+1ppQTZ65GchHFFdG4w0ZL686a1+3FmhSUZ9fWo/AFrL8ajeWpX9VhfLSYloi1dVFa8s3QMAmDygOO7rA7rnAQD2VVFKCnBIdKVITmr1vmrUNIVQmOPHmL4Fju8ZXKKNDWW+HGS+0tCZsnJPFf7vrfUAgIun9keW34tTo51dH6yjbwrgXGWfqjljRq+inzW8BEW5AXi9Hpw8upf2tWjHqttx1O1OYWdqbXMIu49oa5W9285Ipri8AxKIXerjKyS1X1O5pr25cj+qGkPoX5yLp747Ax6PBxOjXUS7jzSiptGd3mlGZ4o3vvCI8h/iaM0zJZXj8vi8bQCAr03ph1PH9Aag3WNmj+gJAFiw1Z0BSTOJpHFTqUYBaAnhN1fuBwD85PSR8Hg8OG64Jl9sr8Z3C4YBvaOkZ+o/vzkUxrbyeqjsggHgvG6l0xNta3k99lY2Idvvxf9uOgGbf3c2vnPcIADAFy5du/T4ZNx6RTk86WEyhbgKQyonkPpOiBYlbEh4TR1UHPd1j8fjet8Up8rUVF9EGloUQ+pjaM9uxusjSrX/3+rSxBaQRGdKKrq39lZjUfSCcemMAXFfH9ZLC3Ktd7EcHhA7aNk7d1KlY6//fc8Y0sNy4DYzqEc0mXKEyRQgfV5cOvq8mTO6F35/0UQAwPmT+sHj0fS6KScVq4gEYvuMfokHUrfP6AkTcyGFnixexWQKACAUaaVaNQV7je7DMaB7LrrnZ1m+NrQXO1N0nPw5gPQEW/69XJMs/NGc4SjKCwAAivOyjL1G7yxyG3rhUUCAMe1H6w/iuN9/ihP/8Bm+9+xSvLZsD6vJozglhFO99zeHwvgk2t147QlDLV+bFN1j3O4xCJiKw9K8jr25cj9CYRWTBxRhWlSVQv/12YU7XVkYFnbY69PlwbWtvA5z/jgPp//pczzx+Y6UflamoM+N7DSrgui8tmwvAGDGkO7IzfLB4/HghBFasdEXWytcmfRKXDBJOTzZYTKFuAqnNrpUBe83HKhFMBxBj/zYRdDO2GjFt1t9U0KGdEH6LiILt1WgrkXBgO65mGCqTh3ZO5pMcfElpO1Krq4fk3lRk8ZTx5Q6ykkdM6QHAM0HoqHFvX42ut9TuiTY9DVJnxdODIp2phxpCKLezWPj0PGY6urHSETFW6u06seTRvYy1s0Rpd0wIuoz5PYEJBC7NAKxi7y5ujtVFxQ9YTLZlEzRiyq2HKrDXpd3cwEmvwFHE9Su/7z50YrHs8b3ifvaML0z5UiD6ysAnc5lQBr8bA5o0kVZfi8umNTP8rWJUakvt/qmGJXEafYX3FnRgJ+8ugoHa5uxt7IJn285jJ//Zy1+/97GlH1mJmGMiz99BvQby2oRjqgoyc8yurZ09A677eywa+U+o/2aivFRVRWvRgPF35o5yHj9kmkDMKZPAYJKBC8v2dPlnys7Tgl6fSlLdZD48Xk7DMnVZ77YgaagO2XVzTj5CaXL6FxVVbyz5gAA4IpjBxuvzxpRgiy/FzsrGlwpU5hIlpBynvLDZApxFU6LVaqCkct3a34pUwYWw2OqhDWj+6a41cA55NSZkuIDlq67PWt4iUXCwpD5OuTiZEpbMl9dPCaqquL1aCXq16b0c3xPaWEOenbLgqoC2w+7d2yajYB96g3oV+2txmvLtAvfzME9Er6vMCeA7tHqYTd3pxiJrkD6ZL4+33IYWw7VoyDHj0umWzu6xkY7Ht2apDdjrhzW92FTLiUlF5TKhqAh3WnuTOldmINjhvRARAXmbaZvii79EbBIF2m/puJCr3ed6h4cZvoX5yLg8yCoRHCgxt3+XE5edkDq17S3V2sBljPG9ja6UnQmRYPGa/a6szPFmCtpriR+dsFONIXChnedzj8X70Z1YzBln5sJqKoa6xiyFIRpv6Yq+LUueoeZ0L8o7m6pJx3XHahBmcvXscSyOakLTq7YU4Vt5fXIDfhwweS+xuu5WT784KRhAICFLpT6Mgon0iyHBwDLd8d8ao40BPHRBkrgtm5An9rx2FnRgEO1LcjyxWSJAe0+OTsqh7fUhd5CiZRBUj1P6ppDrvz77kqYTCGuQQlHjMOTUwVxV18QdQPg44eVJHzPWJPMlxvbGhWj9Td9Byw9mWKv6NKrufdXN7m2A6LFoVoFMFUQdfGY7D7SiLKaZgR8Hpw5Lr5aWGdkKRNdiTpT/ClIpvzxw02IqMCJI3taDrtODCrRKiH3VLq3EtKpPduTojmj879o4PGSaQNQlGsNPMaS9EymKEawK15eAkhNYPiVpXsQUbU9pndhjuVrE0z+D27Hqao7VRf6xqBidGrphRNm/D6v0UHsdqkvfa+Jk/lKcWfKimgBktOeoycl17i0M0UPtFgk8VLYxaXz+RbtHvPbCyfgyztPwye3noRxfQsRDEeMPcithEwSks4G9KmZJ2v2Od9hAC0pPHlgMVQVWLC1IiWfnykkDE76Ujc+r3+lFYedP6kvCnKs5zJ9vLYdqnPdfd/RHy0NwfvDdS3YdaQRHo82JgCLjIDYncVp3Up1cmvBNm1dmj64e5xstS5TqMdp3ESs2DtBwWSK5skv31yHy55ajH8s2pWSn+8GmEwhrkFfqABno+CuvCDWNYewZKdWfXLa2MTByOG9uiHL50Vdi4J9Ve6rIopVQDpcEFPUgr1Wv4jYzM6752ehZzdNR32HS1vk25L56upDlj5HpgwsRm6WL+H79KrI/dXumyM6Mb8n699TV8+XXRUNWLjtCHxeD+67eKIRQEuE4ZviYtkipwrIVB6AlXAEH288BAA4b1LfuK8bnSlMphjddn4Ho00gNYFhPcj43eMHx31tSE9tvux28XzRcTTVTtGFfv6Ww2gMhjGoRx7G9IlPpgAxDzW3J1P0Lkj7nhwrPOr6zwyFI0YAZYqDx+Do6JgdqGlGY9B9xS5KxKmyW/s1VZ1ClQ1BY1+fNrg7+hTlYERpgbHnLHF5Natics52ChKnIiipqqrx9z59cHfH9+gFfG4fHycpIyC1QeMvd2h3Gqdz2ZCe+cjyedEQDBt+d27BkI5MgyqImRV7tAT9qNICIxbz4pe7XS+z6tR9mi7PlPnRBP0JI3vGfU1POK5zYTJFRGfK5oN1+N/qA1AR62ok7YfJFOIazMkUp9bGrlyn7nl7A0JhFcN65mNYr8SeAwGfFwO6a4HivS40pdMPWE6dKak4YB2oacaRhiD8Xo9jQGVgNDDsRoNAAIaWbF6W3/J6qhJcS3Zol71jhybu3gKAvkXaHHGzbIGTLwfQ9QetD9ZrLfCzhpdgQHdnryczg6NzZpeLK+2dDsH6uKSiAnFPZSPqmhXkBLyGsakZfW3bfaQRzSF360OHHLS6LZ0pXVzVXVbThE0HNTkppwp7Pfm4+4i7A/aAc0dXqjqF50ertE8dU5pQdnVY1ITercUUOvo5IGHiPgVnsy2H6tAciqAgx4+h0W5HM8V5WYakpBuTXc5yUqkNRq6O+j4N65Vv6X4cHe3scvs8CSnmzpTUd9cBWoHEnspGZPm9mDHEOZly3DBNmlUvVnIriWSLUzVvqhuDxjl46sD4sQn4vDh7gtaB7zaZTyfPlNjdJXWfq8utTxvcHedN7IdhvfLREAzj5aXu860x4zQ3YvMidZ97sKYZn0V9Up0KjfWA/rbyetfdXRLd8VNZYPy3udsAALOH93S8S5LkYDKFuIag0dbosQRTzNVdryzdg2W7OlfNU9ccwrtrtcrU08f1bvP9/aPJFDd2pihOnikpCqYAwLJopdboPgVxgQIAGBgNHrsxsQUADdGKT3tFaiqCKKqqGlVcx7UihQdo0gWAO+eITrPhy5Hai+GH0WTKmQ4mzU7oBvV6x5fbUFXVFBSOzZtUBh63lmtydyNKu1n2Mp3SgmwU5wUQjqjYVu5eaTwgJvOVZfHlMnWmdPE+8++ozMcxQ3ugZ7fsuK8PNmTxGl0n9WFHX9PMe3Hs4ti1n7UwKi1xwoj4akgd3bzZjcF6M3oQIyfgnLhPxZq2OuqFMnlAccJuyJHRIP76/e7ruIslhePXsVQlU/S70BRbF7eRdKyoT7kkjMzoAUmPx5qgj3U+dP1n6sHh2cNL4mSkdGYM6QGf14O9lU2u7uZO2GmfouDkKj352DM/zvNJZ2Y0Aea2PcZp/UplkFjnq+gaNmNwd2T5vbj1jFEAgPfWlrn6/CXKgP7fy/ciogKTBxRhTJ/CuK/rd5eICz1SdXnVRMogqUhy6TGYK44d1PU/3EUwmUJcQ0sCA2d9Q/9iawXufGMtLn1icac+Z8WeaiNIoG/craF3Q+xy2eEKcK4aTqUO9PvrygA4VwwDiHUJVbrzAqJXpOYnlPfoukPWvqomHKhpht/rwbTBxa2+V7+8u9ozJZEBfRcGH3dVNGDlnmp4PMBZSSSCAS1oDADrD9QY/37cRNC0UJkTXak8AOsJEt1LyI7H4zF8ITZHuyTciqPMlynwpXRxxOvLaDXwBZP7OX69f3EuvB4tkVBe19Kln51ptITiOyBSIWlQ0xQyPGpmRtcrJ5hM0WjSxyXBXpOKQpdVe7Ugse6N4oQua/TV7s4VPGUirXXYpWI8mkNhvLlyPwDgxFHWBOTAHnkI+DxoDkVQVtvc5Z+dKRhj4vVaut1SmXTcckjbz8f0jQ9E6nTL9mNqdB69/tXeLn+GTCGRB2SqOiKMhHAra5guJbnDZXtMq7JSKQrebzpYixV7qgEAM4do+/4po0uR5fdi95FGbHdxZ52zAb32a6qSW7sqGvDIZ1onxBkJ7pcejwcjS7U54rZCMP2uEnfHT9E+X90YxOHoHeTEUb269Ge7DSZTiGtoacMPwkxnNne9++HciX0cux/sjI+aBa92obGm4QPhT20wBQCqGoKYt1nT6jxnQryeLUCZr1hnik3mKwWXD10ffVy/wjhZMTv6xfFgbTMqG4Jd9xAZREuCzpSunC/vrNE66k4Y0ROlNuPsRPQpzEF3l1YSAXYvLocqrxRcTLZGAyp6V5AT46JzRq+WdCtOFZFAagIqkYhqBFSmJ2iZz/J70S/aaed2E3onma9USLB8vEHzF+pTmGORK7IzLJpM2VfVaCSv3Yi+18R1qOrBllR2prQSiJxhJFOquvzzZUdxkvlKYWfKou0VKKtpRs9u2ThznLVLNeDzGnKFO1y45+sk2ltSVXGvqirmb9E67PR7YyIuj1Yav7/2YJc+QyaRqDMlVeOj3+Ent+I9oBeG7TnSaCgzuAFdEi9dyWAA+Dx63z9xZE8MKtHWq/xsv9EdtGDr4ZR8biZgeNiksTPl/vc3oUWJ4PhhJfjBScMTvm9EtEjMbcWTenFRQpmvLh4XvdCuf3EuumW3HoMhrcNkCnENRjAyQcuvmY4GbCMRFa9FK4Em9i9O6nv0oJfbsvCAKZgScLggdvEB66Ulu9GiRDC+XyHG9nWu6I7517izM6UxUWdKdIp05Zjo1b8jWvEU0umW7cfg6GF4o0tNtZ2kpIDYfFmy8wh+87/1aGjpuDmvrvd8bCvV23bc3gWh7yuA9WKSSj37LYda70wBgNlROaMFUXkjt+IUhARSY7a5u7IR9S0KsvzeVhNdQ6JSX273TWl26kzp4v0/HFHxxw83AXA2PDXTqyAb+Vk+RFS42qC2qQ2Zr64OftW3KNhSru0dkwcmDkTqiZadFQ2u6oJUVRVKdB9JlySu7md3+thS5DsEWnQvyO0uvLfoGMmUNBkGL9tVhT2VjcjP8iXsrteZM1r7+uZDdajvxJkwk0nkmZKK8VFV1fAYmtKK90CfwhzkBLxQIqqrZIudPFP0OtZUdaboEkazbdKeJ4zQqvAXbHOvp5BTojGVBvTrD9Tgg/UH4fUAv/na+Lg5aUbvTNl8yF33yVhnin290n7t6nmidzmOdvAPJu2DyRTiGhKaOzl0ppTXdax1fUt5HQ7XtcDrAb57/OCkvkf3TCmvazEO526h2UFOIhUbhxKO4B+LdwMArjtxWEIDWt0zZV+VO/XsG1t0A/oEbaZdOCa6x4YurdIWbq+0b05QtaLPl082luO5hbvws/+s6fBn6MHdQQ4GwK2hH8a2uOzwC1j3FavUh/ZrVwe6whHV6ADSLx1O6NWRu480uM7I0YyTPA6Qmio8vdtubN/CuM8zo1dJur0zxWlNM+ZNRIWqqp3eh3dWNOBQbQuy/V7cc+H4Vt/r8XgwlCb0jkkuwOrRMX/LYSzZ0TXBqLX7aqCqWoVkaUHijsie3bLRPS8A1WVdkCGThqdTZXcqgpEro+esaYOdA8Mx3xT3zpOgQ7U9YLrDdPHe/+KX2h3m3Il92+zm7pGfhV4FmmeXGwv1gFY6U1Iwb/ZVNeFIQxABnydhsZ7+2XoxhZvkJB09n1KUdASAw3UtmL9VKyQ6faxVUkrvTFm3370+j60b0Hf9eHwRHYtTx/Q2iu8SMSl6d1mxu8pVcZiEnikp6kzZdJDJlK6CyRTiGhJVdndlZ8qX22OVEMm2zfXMz0bA54GqAodcpD+sqmosmOLgNdCVQchNB7UkV0GOH+dOdJb4AoC+xTnwRPXsK+rdJyfVGNKTKTaZrxRUC8/dXA4AOKWNCjudWdHqos+3uLM125DEswe4bMng99eWdejn1zaHDKmVse08XOmHY3cmU5yriVLVmq1JEEWQ5fcasoRO9CrIRkG2HxHV3UH7YBsyX105PvrlfGL/1iVYBkfHbbeLux8A5zVNnzf1LQoueXwRzn9kQaeKTDZEOxnH9StM6kyma9q7KdBlpylBMkUPtlQ1hnDls0vxrae+RE1TqNOft2CbtqcnCtybGRFNILsrmRL79+9o4NzFNVhKOGIUuyTysBke7Uxxc9LR8IHwpX7v31Zej7dXazKslydpFqwXW2x14bkMiCVTsuMKKbRff/3WOsz541xU1Hfeu0z3cZrQvyguxmDHjYlIp7mSSgP6t1btRziiYvLAYmPP0DHLRle5UDba7POY5SRNnIJkyle7tPlx3LC2VQ8mDShGlt+LIw1BV3ZvJSr47sp5oqoqvtqlyaWOYTKl0zCZQlxDoioVJ8+Ujl4Q50Y1Oo8bVpL093i9HiMo5iaZHCWiQt+zzZ0pqbiI6FV2UwYWt9pemu33oU/UK2KvC31TGqNyAPnZzgH7rhqTg7XNaFEi0Squ1gOPOrr01Pr9NSnTdJWZhJ11tmRwR/9qPlh3EMFwBMN75cddPtoi1pningCXTszLJrVzRkfXER7eq5vj3qXj8XgwzIWBRzuJ5fG0X7vygqIHICf0SyxVBMCQLNzjYpkvJRwxpItyHIopluysxIo91Vh/oBZ7OpF00mUhxyW5z9CEXismARIb0JtZvL3z3SmfbtQKK05LorBihAvNaZWEnSnar13d/bjlUD2aQmHkZ/mMpImd4UYHl3vGwY4eIPYn9OPqunHRi2ROHVOKqa3ISJlxq5GzTlt3/gM1zdh1pBF//nhLpz9redTHKZFXmhld2njDAfdIFuvddQEnWakU3Of+s2I/AOAb0/rHfa1bth/9irR7/k4XnsGCJp/HLEcPm679vEhENXzOZgxpO5mS5fca/nVuKtBL6OscPXc1tCi44aXl+MeiXZ3+rNX7arD5UB0CPg+OaYesN3GGyRTiGnQ/iHhTzfgLYnVj+5Mpdc0hQ5++te4HJ46JbjBLo9l7N2CWnnHqTOnSZMoebSNP5hKiJ7bcqJkemyPWCt6u7hbS5aQGdM9rNSBsZljPfGT7vWgIhg19dTeRqAMi2b+/1qhqCOL+9zVfgYum9k8og5eIUVHvjv3VTV1SqZxJJEpymQ3oa5tDXSa1pUtJjW7Fk0NHv7S7NZgCmCWLUqubrqoq1h2IJlP6t55MGdQj6pniwj1Gp9l0oc+2yHzGrz1l1R3v2F1nkl5LBv0S76aqYTu671a3BEUVZspqOlc5ur+6CZsO1sHrAU4e1avN9+vBfTcliM2VxH7TGKSq+/HTjYcAAMcM7ZHwfDEs2sF1oKYZjUF3enIYnXUJfOy6MlH/5U4taXnK6LbniM4I3cvORQFJM2112ut0JlkPaIUBesf89CS666ZG37Miei91A3oAPx0G9BsO1GJjWS2yfF5cMLmf43sGR6XWdrlwnzfLRqajU2j74XpUN4aQE/BifL/kzmF6gd5qF8l6BxMVfkXnyVurDuC9tQdx99vrO/1Zb63Sko0njOiJvkW5nf55bofJFOIaGqIH/nhz7a7pTPlqdxXCERWDeuQl7QOho7fSu0nDszlkDqY4tJp24Ya+ak81AGDqoOI232tIsLhQGqcxwRzpajmJD9cdBIBWtYXt+H1enDhSu0h+EP1+N5FIx95+MQS0y117eGPlflQ2BDGytBu+f+Kwdj9bUV4AA6LeT+sPuGcNA1qR+YoegA/VtuCkP8zFtf9Y1iWf98XW5Lsfh5dq+5CbAo92WhL5P3Rx6/yeykbUNSvI8nnb1ITWO1OqG0Oo6UDhxtFAi7mYwh9/oTdzoLpjAfv6FgUrohWR05Ks5mZnSiyZYjcedyo8OtJJOdT/rtQu9dMHd0f3/Kw23z/chdX2Zm8hqy9XaoJf70XPV+e0UhTWPT8LPaLj5Vapr7YT9V3zOUElYnQ+HNsO1QNdrtVNigdm2uq01+ns9Hlh8W7srWxCYY4fJyWREJ42UNuLdlY0dInEWCbg5JmSKplCXUJ6zuheKM5z3lOGRPf5XS685+tBe7/XY9nTU+Vh89kmbTymDereqpegmdlRWW+9QNkN6IV5yajndGaMlu+uwnMLdwEATrP5CZGOwWQKcQ36wSov7oIY/97aDiRTvoyacSajCWlnfFQWZP2BWtcYbiUybo6ZoHXN51Q1BI0q0ykDitt8v37I2uqiy7pOou4tfTOvbQrhxpdX4L0O+nIAWmDs9eX7AACXHzO4Xd97wgjtIqnL6biJ9nSmtDcZ/J/oeFx5/OC4oHOy6KaBbhubWGu2c5J+T2UjqhtDWLjtSKe8HwDgmS92YEU0MXzCyJ5tvn84O1Pa9LQxS+h0Br1jaEzfglalJAEtSN2/WEs+rtlf3SWfn2noe0223+t4oTdzuIMBp1//dx0agmEM6J6btC60bkB/uK7FlXrqAFCnd6bk2DpUHRJdRxo6Hgzccbgej83dBgD49jHJ+UDo3XY7KxraXTSQqehB+0Tnsq4MfpXXNWNjWS08nnjjZjtu7+JqbkviU1WxrbweLy3Z3akxWritAs2hCHp2yzKku5JhVHTNK6tpRnWj+9YyvYDS3pli32M601kViaj47TsbAGgBYHsC2omivIAhV7jWJQWUTp4pqZL50uXTWusSGlKiF026b+1KLH+n/drVyfn/rdG8ns6f5Nwl5IReYLzlUL2LYmIJ7vgO566qDq7noXAEP355BQBNqvOKJP23SOtkXDLlsccew9ChQ5GTk4Pp06fjiy++EP1IRABBJYK65vYFDBuil/du9oOVw0LVXpkvVVXx8XqtNf744clXDumM6tMNfq8H1Y0h7O9gFWamYVxEEmwcVY1B/OWTrZ0+7KzaVw1Au/glU/moB4VX7XVPC7aOHuDKT9AW/9BHm/HumjLc8NKKDv38cETFZU99icZgGBP7F2H2iPbNFV0+xy0XEDNteXOYqWrH+rXhQC02tNESnwwT+xcDANa4bGyaEnU8OozL/k6YKZbXNuOBDzQptuOHlWBA98Tm8zojTZ4pbvQZAhJ3dHW1xIS+JrUl8aWje0At2eEeaU8z+l5jN4V36kzpSFLjqueW4o1o18PD35ri2FXhRGFOLNDlpqpIMzGZr7YLjyo62JmihCO45bVVaAiGMaZPAS5Mcu/pV5yLLJ8XobCKspqOy79lEk16MiVBV2pXBiM/j/o+julTaHSeJGKYy31TmtroFg5HVJz+p89x15vr8HFUOq0j6BJS50zo2y4J1sKcWMfwJhd2pzS0JLfHVHYiab5kZ2z//t6sIUl/ny5jtM0lPoNO3nWpUKEAgNXRO//4Vrzr3CzzFQxr88LeJZKK/WRvZSPW7a+F1wOcNT75LoghJfnwez2ob1Fc48XZnoLJ8rqOFbG8uWI/DtQ0I+Dz4NmrZrZb0ps4k1HJlNdeew233HIL7rrrLqxcuRInnngizjnnHOzZs0f0o5E00hwK4/Q/fY5j/t+n+Gh98nI/DUZnSttBr/ZUdivhCG7912rsqGhAbsCHM8b1Sfp7dbL9PoyMSoOsd4kpnd6ZEncRiY7HU/N34M+fbMEljy/u1OesjFZyT0lC4gsAJkW7V/ZWNuGIS1qwAS0h2GhUctnniParnpDs6M8/6Q9zDX3isyf0afdGPq5fIbwe7SBRXpt5gZT1B2pw5xtr8FUHvJGakzSgB4CapuQvh/+NaqeeNrY0YUt8Mkzs787OlProhT2+49EhmdKJRPn76w4iFFYxrm8hXr7u2KS+Z1CPPGT5vGgORVyTpLeTMGnfxVWR6/dr+/bEZJMp0Q7WJTs7b+CdidS34zzWnuQwoFVyz4sGhb8+pV9Spqdm9Ir8e9/d4Eo/iETJFMfOlA6ekb7aXYU10b3i8e9Mhz9J+Q+f14MBPbQAsVt87fQ1zJ5MSYXnwEcbtKD/ORPavscMM/xr3BeQBEyJ+iSCXx058+lsKNP2lsnRau32MKaP5lGwscwd90ozDQnvM9bxOdLBZEpzKIz/e2sdAODyYwclJb2qo/sMumFcVFV1lMTTk/NdGbwvq2nCvqomeD2t3/mH99IlcBtc0/mg09aZuCsLr/T9ZOaQHijplp3092X5vYaH2jvRzpajHV36NrmCyfavWUElgvujBXk3zBlhJBRJ58moZMqf/vQnXHvttfj+97+PsWPH4uGHH8bAgQPx+OOPi340kkbmbS7HnspGNIXC+ME/lyet0Z+w6r4TyZSGFgUX/G0h3oxWQF40rX/cBTRZJkSNudzim5JYUsr6vs5qyi7erlWXJmM+DwBFubHK1FUuMj9rUSLQz1D2wLDTZt7eA/DKvdWWgG6ylahm8rL8hnTRugzz5mhoUXDjSyvwytK9uOKZJXh79QF8tulQ0gf5+uYEAS6HXbyqIfng46Lo/GhNHz0Z9CDynspGLN3pnmr7hGbNDoHHzlRAfhgtHLhoav+kk5B+nxdDemodLNtcWj2cKGnflYHIFiVsVEMmm0zRA2ObD9Zl7GVeCUfw0Eeb8bfPthrzIFkMX444CZb497ZXoubfUdlCAPjTN6e063sB4PqThyEn4MWh2hYs2+W+DtW6BJ4pTueAjgYidWPZs8b3brfH4NBoEMAtxtpNiYIsXVxJrKqqUXw0K4kO+1G9tbPY5oNHf0DYiYRdjw77874OdqWW1TQZfinJeD7aGRf1JdxU5o65YqYxWugS5/1kG5/6FqVDAeQP1x/EtvJ69CrIxm1njGrX9+qB/uUuMKFXIqpxt7R0pqQgGfxVdL8e16+w1VjM4JJ8+KKdDwczsDCvMyTsPO1iA/q65hBeWaoVu581vv1Fxrr/kFsKjOsS3PGdYpQdsSLYdLAWlQ1B+LweXH/y8I49JHEkY5IpwWAQy5cvx5lnnml5/cwzz8SiRYscv6elpQW1tbWW/0hmo4Qj+O9Ka5b6b59tS+p76xNdEJ1kvpJcqJ5dsNNSWXLXuWOT+j4n9GD/F1vdIS2hy7QV5gQsrzuNh67x2V42ltVi2a4qeD3A7HbIr+l6nfrF0g00mrpOEslJmGmvVrpuNAsAm+89GwN7tC1T5IQh9bUvs9bz+97faJgdtigR3PzKSlzz/Ff4/Xsbk/r+2uh8Kcq1zRcH7ZVk16+GFgUbo5fsmUOSSzYmoigvgNPHlgIAnvx8e6d+lkjaq8OfSJfbSRKno7rlVQ1BQ06ivZcSPTG83aW+KQl17bvQ/PSDdQdR16ygT2EOxvYtTOp7hkQDwrXNSodb9kXz7toyPPLZNjz40RbMuPcTrNhThZeW7E5qDukdH0nJfLVj3jQGFeMM9cR3piUt72WmOC8LF0T1vedGzVMzjecX7sRxv/8Uf/p4C6574St8/dGFqEmywyexzFfXGdDrycdki1zMTItq4S/rRLV/JtGkFx7ZjM4Nf8EuikWW1TSjor4FPq8nKbnCcX2192w/3ODKDi5dlsVuQO8sh9exNf7lJXsQjqg4dmgPo5CoPYyJ7kebMjjhVd+i4LmFO/HxhvZJpelns/iksPV9qhoLZLaHRdu0rtKvTe7Xrqp7QLtjejzA7iONR33XsJ50BIBsc2dKCmSl9A6wmW10o2b5vRgc9U1xm6egPi/iPNGMzhTgxS9347SH5nVKZv3Hr6zEtvJ65Gf58PWp/dv9/RP6a2vXyj1VXe6rk2r++ulWzL7/M2wrTz6JnXBcHNUn2p9MeW+tVpB38qhecUXMpHNkTDKloqIC4XAYvXtbNfd69+6NgwedpZ7uu+8+FBUVGf8NHDgwHY/qOspqmlKumbtsVyV+8MJXGHHX+/ggWqGrG4i9v+4g5m5u+8Ibq+xuu4Uu2ayvWS/1o5+elJT5XCJOH1sKj0frhjjoAi3o2iZtPApz276wd9Rsa35Ua/ikUb0MSYJk0JMpbupM0edHbsAXNyccTYHbEQAMR1QjmfLPa4+xVCe1F/2Sn0mdKaqq4oN12kXwwsn9LO3VT3+xEw99tLnV7w8qESMonEzyMdmg/eq91QhHVPQrykHfotykvqc1fnb2GADAp5vK8fpXe9v1vaqqCjUUXrz9CL755GKM/r8Pkk5wAe2TxGmvXJHOou1HEI6oGN27AINK2peEHOFyE3r9Ih8nj9dFMl+qquLJz3cAAK44dpDjWulETsBnSE38Z8W+Nt4tJx+tjwW3mkJhXPzYItz15jo8+NGWNr+3PkHVsNPfX3s87P6zfB8q6lvQtygHJ48qTfr77JwzUUtavru2LKMu8rXNIXzzycW4538bcLC2GX/9dCs+3nAIq/ZW442Vyf07S9gF6bCm1bcolmBZMrQoYXwZ9QqaHJVVbQ/jol3cO1wiL6V31yXq4u4qWRa9A2JMn4K4bgsnehdmY0D3XIQjqhFYdhOJOlOcEsId8RZ6c+U+PBItFrzy+CHtf0BoYwloXVyZtI7p1DSFcOHfFuA3/9uAH/zzq6TPMZGIaiqgTOLO304P1oM1zYb80Clj2r/PFOUGDAm2pzK4+CgZ9LsLYD2HmaVWQ11w9o9EVKOQoq1kCuDes3GiDghjPFQVv/rvOmw/3IA7/r2mQ5+xck+VIbX69JUz2vTfcmLSgGIU5vhR1RjKKJ/UJTuO4E8fb8H+6iY8PX9n0t/XHvWJ9iZT6lsUvLRkNwDg28fQdL6ryZhkio5d3kJV1YSSF3feeSdqamqM//bubV9wxw2oqooNB2rx8CdbOrSZbT1Uh1MenIdTH/ocD3+iXaAjEdU4/HcFmw7W4tInFhvaiwAwvl8hPr1tjvH7q59bhn+1EbyrjAYY7Sbkzp4DbS9U6/bXYGFUIuedH5+AUVHPk45SWpiDqdEg/oft8ILJVPTOlILstoPDHal+bAwq+PsCbSM7bWzyxmdALJmyem+1a4yb9X/z9s4HwHlM2pNMWbOvGrXNCgpz/Di+HbrCTuhyeKsyaGwW7ziCivoW5GX58IdvTMLKX5+BtfeciauihpWPz9ve6ppTZ7roxVcTxb8/2eSjHjyZ3k5PgUSM6l1gjO9v/7fBuMwmw09fW4Wpv/sYiwSYPu84XI9vP/0llu6sRDii4rmFO3Eoydb/BiMonBqdWwD4arcWeNR9NtrD8FJ3Xhh1YtXDzp0pnZWY+HD9IWwoq0VuwIfvHDe4Xd97xbHa+7/MQBP65lAY86JFLOdPskoEPvH59jYr8hoSBbo60JmiqiqW767Cuv01eOoLLbF13YnDOlV9d8KIXijKDeBwXUvSvjYtShhzN5cLCVrqnQEvL9mTUGbxN//b0KbPSCSiGt5oySS6gPZJfS3aVoFvPvklKhuC6FuU06GOyIFRU+39HZROyjRinSnOQXslEsGibRWdkpEEYveO2SN6JvV+j8eD06KB5E8ztIOrMySU+XKYJ+3tTHl3TRl++tpqAECfwhyc2Q7zZjODS/KR7dd80/ZVZZ7H0CtL9xhJU1UF/rFoV1LfV9esQN/a7Xeajt75zTy3aCcagmFM7F/U4TvN1dHz/ycbxewZ6aLF5Pdojtfpe/17a8sw/tcf4q1V+x2/P1k+XH8QOyoaUJDtT2oNG+HSs3F9WzJfpn+Luyo6VrDw3MJdAICvTemHWUnuJ3YCPq+RFOuM51S6+dBUZLSmHUmgtsbFTHvXq2cX7ERds4LhvfKNPZt0HRmTTOnZsyd8Pl9cF0p5eXlct4pOdnY2CgsLLf8RKxEV+O7fl+DhT7biyx3JVxY988UOzPnjXJzx5/lG1cFfPt2KD9YdxF3/XYsJd3+INdE2/s6ghCO48JGFltf6F+fingvHw+f14GJT6+CzC1rPAFdFLxo9bCbLTgff+hYlYXJp88E6vLp0D254aQVUFbhgcr+kWuKT4ZwJWlDi7rfXZ6TBdnuobXbuTHEaj/ZeEutbFIz79Ycor2tBr4JsXDp9QLu+X6vM86KuRcGOisw6aNW3KPjXV3vb3S3WWjLFqVso2WSKqqp4bZmW6Jw1vGfSRrOJmDKoGAU5fhyua+mQ3vCafdVY0o61rjMs2FqBsx+ej8ufXgIAuHhaf+QEfMjL8qMgJ4CfnT0agKYp3Noz6XOlINsfNz+cxqa1Su69lY34zjNLcPMrK40qrukd0OJOxEvfPxYDe+SirkXBU/N3JHzfsl2VuPzpL/H8wp14ev4O/HfVAdQ1K7j8mSUY8ot3jf+eXbAzpUmz8rpmnPrQ55bXQmEVLyzeldT360HheJmvzlXYm1mhJ70Gtz/waFwYXeqZ0pjAhNbcmVLVEOyQb8nSnZW4/sXlAIBvzRwYV6jRFscM1S6KX+44khFSH4/O3YZz//IFXli8Cx+uP4iGYBh9CnPw8Lem4A/fmISfnz3GCI7/c/HuVn+W3v1rL6ZI5GGXaA1oDoVx8eOLcMnji3D+Iwuwt7IJ2X4vLpnWvj3fTpbfa5hwv7OmrM33NwYVnPuXL3D1c8vwp483ozGo4Pp/Lsf3nl2a8o6737+3EeN+/SGm/PYj3P/+JuP1Lfeeg7dvmo3Xrz/eeM3sJ+NEo6nLpCCn7Us9kLwJ/YfrD+LyZ5YYfilXHj+kQ+eB/sVad15di3LUn5OBVjxTonPlyx2VuPyZJfj2U192+DNalDA+iyZEzm2Hf9qp0UKlTzceypjiFjuR6B7QXvS7r92A3mme1DUrSRcZKuEIHox2K2f5vXj0iqkIdPDc7PN6DE+inR0MjIqgulHbkz/dqAUmz412Cr62bG9SSSH9PpMb8MV1wvs7oUaxrbweFz220OhGvfGU4R2SkgSAcyf1RV6WD/urm47qAkpjntiTwdG/t7mbDyMYjuAnr67q8GdEIir+8ulWAMDVs4c43mPtuDaZ0pxATsrh33FHClI2HazF26u1ri29YLCjTI+eJ1dkkLeQ+Vk3ltUmfT5KlExxGpf2JFPeWrUff/pYK3a/7sRhHV6vSGIyJpmSlZWF6dOn4+OPP7a8/vHHH2PWrFmCnirz8Xk9OCt6Yfzu35cmpY/4+ld7ce+7Mf3/bL8XhTl+qCpw/YvL8crSvQiFVfzgheUIR1Qs3VmJSx5fhFv/tQqqqqI5FMbdb60zWmRbQ99kAeAf1xyDL352Chb+4lQjW33P18bjl+dq0jKbDtahvC7xxaoqQWdKojOq0+FqxZ4qnPXwfPzijbXYU9mI0oJs3H3BuDb/HMly+bGx9rvZD3yWEca0eysb8erSPZbq+WTQ26oLctoOprTXn8Msm3T7maOSkiww4/d5Mal/MYDM8035/Xsb8bN/r8HVzy9r17+f9namJKPzv3x3Ja58dilejSZTLp7Wft1UO9l+H84cp61Z/1vd9hpipr5Fwbee/BLfeupLvLxEM8ZrUcJYu68GK/dUGd48TcEwXl26p0O6pDo7Kxrwnb8vwaaDddHn9uKa2UMt78nL8uPq2UMAtB6w09euwiTHJlHQvrY5hBP/MBcLtlXg7dUHsDRa7TOjizpTAG3+6uZ2f/10K95bWwZVVbHpYK0RVKxqCOLSJxZj0fYjuOd/G/D/WpHV+u07GzDsl+/hkscX4TvPLMHmg11npLq/uglf+1ssWX/3BePwxHemAdCCjsnMn1rD+ykZma/2B2wq6luMFveOjJMeSKluDHXq33OmYiQiE3R0vbB4F6b+7mO8tap9awkQk5EEgJtOHdHu7x/frxDHDu2BoBLBQx+2LvUnmkhExSOfbcWGslr8+q31RuDjzPG94fd58c0ZA/GjOcONuT/P9HfjhN7N0KNb28UtETWxDMubK/fH7dE/OGkYivLaDqa0hR5U/mj9QcfK4fUHavDGin1oCoZxzfPLsD1aQf3o3O0Y9+sP8cH6g/h8y2Hc9vrqTj9LIpbvrjSS1uZ1/18/PB5Zfi8mDSjGzCE98MOThgEA/vnl7laroPVAi8/riZPGS9iZkkTncCgcwc//E5MMKcoNGM/UXnKzfJg0QCtg+qidPgqZiB6MtHem2PeYzYfqOpzQ2HqoHo3BMIrzApg8IPnisOOG9UBBth/ldS34bycry0VQXtuMrz26ENPv/RjvrS3Dh+sPJn3GqEtwh+nMPAE02cedFQ3okZ+FFf93BqYP7tz5TD8DbOrCs1Mq+fuCnZjy249x5bNLsSxqKH7XeeNw/LASBMMR3PH6mjb/nbe3OCyZs9GibRU4/U+fG/vNeRP7dshYW6dbth/fnKHJzy8Q0JGdLhJJrTqdkTtCJKLi9tdXY9PBOnTL9uOaE4a2/U0w+Qm6rNAoYdDe6c7SgSSzXtDRpzDHUPnoKNOjnmpLd1ZKm6xfuacKP/znV7jzjbXYeqgO620S5De+vALr9te0ep9UwjEp72SSKbpMfjLPZk5S6usN6VoyJpkCALfeeiueeeYZPPvss9i4cSN++tOfYs+ePbj++utFP1pGc+6EWBXSpU8sjtM/bgwqxkLwwboy/Mx0IfralH545QfHYeEvTo0LVhysbcbwX76Hbz65GMt3V+GNFfuxfHcVfvvOBvxj8W7c9PJKPLfQuZskElHxxop9uO6FrwAAPzxpGE4e1SvOtLowJ4AfnDTcMKoym1ybCUdUQ6++e17rMl/6hr+/ugm3vLoS760tM/4eLn5skfG+08eW4qXvH4ue7TSea438bD9OGtULgFYdnexFUVVVbD5Y127t6s6y/kCNkVz62qMLDTmCZDA8U5LwgGhPZ0pjUMF/otWXf/jGJHxrZsf0IadEq/VXZpBvSmVD0EgS7D7SaHQeJEN1k/Z37BSE6khnyrzN5bjk8cXGM/zs7NE4sxMXDzMXTNbWrPfWliGoRFo9qLz45W6Muut9HH/fpzjrz/ONKs9fvrkWI+96D6N/9QEu+NsCXPTYIvz6rXUIhSP43rNL8Ys31uLSJxZ1aE4p4Qhu+9cq4/dnjOuN//xolqNvz3nRgN0XWw8nPCweinoo9S6MX2va08n1+eb4AGfvwmxDV7uruGTaAMPT6oaXVmDW/Z/h7Ie/wBl/no+ymibD98rMnNG9sOl3Z+OP35jk+DOX767Cgm0VOOvh+Xji8+2dkkV4f20ZhvziXcy+/zOURf9uf3r6KFw9eyjmjC5FXpYPh2pbsP5A26atxqU9iY7H9nimNIfC+OWbazHj3k8QUYGRpd3Qv7j9vjZ5WX5Dr9gtsjhm6oxkivM+88lGrRr7Dx9sQnvZfEgLTv36/HEdOgd4PB7cdd5YAMBbqw+0SxYv3Wwtr7don+vYpc1mRAN/u480tnoR19eokiRkV4HEUlL6+eyOs0bjpe8fi//ddAJuO3N0ws9tD8cPL0FxXgAV9UEc+/tPccIDn+GH//wK5bXN2FvZiIsfW4Rb/7Ua5z/yBb7cUYmsBJU5n24sR1VDEPe8vR7H/L9P2pSkbQ+fRv/9HjOkB+6+YBy+e9xgPPGdaXHyWT89YxQA7e99VytFU4bPQJYvTkI5UUFjMhJGD3642Uj2/PT0UXjnxyd0qkJST3R1VhomE9DPLPZkipPEdXs73JRwBE98vh3nP7IAADC2T2FC6Wwnsv0+fOd4bQ2Y53C+kJ27316PtftrEFG1s8oP/7kcVzzzpdHR2BqJAvaJ/lknk0xpDoXxl0+0Cvsb5gyPC6x1BL0D8v73N+GFxbuSLrJqDoVx++urcecba9vtKdJRahpDeHSu5hOj3x1mDO6O/sW5+MU5WuHk4h1HcOmTi1v9t27cZ5IsQGrrz9ccCuMXb6w1fv9/54/Dw5dNaddccWLWcE0iLF3d8iJIKLXaRRXy/1tzAG9EYz/nTOiD4rzkOoSHR+9jFfXBDiUNMpVEnileh+NLbXPynmjhiIp73l5v7AP3XTKx0/Nj6qDuyM/yoaI+mJRPalVDEHuONKa1EPmBDzbhw/WH8MrSPTjjz/MRCqvI8nvx+BVaYd6XOypx/iML8HwrEoX63dDjiS+a7KjMV21zCBeZYpZ+r4ddKSkio5Ip3/rWt/Dwww/jt7/9LaZMmYL58+fjvffew+DB7dOpJlaOH16CcX21ZER5XQvO+csXWBitkthb2Ygz/jQf5z+yAL98cy3ufXcjVBW4eGp/7LzvXPzlsqmYNqg7CnICWHbX6Th5VC9MGlCEbySQVfrGE4uNYC+gaThvOVSHXRUNRguyqqo4969f4NZ/xar52jJMuvwY7d/A2wkq1fdUNiIcUZET8KJXgTXoYd/Q9aDIU1HpmRteWoGP1h+0PPfc2+fgme/NxMhO+qQ48dfLphhyLg9+uDlh0DAUjhgbxv0fbMJZD8/HRY8tQllN+gJmf/tsGxqjCZQdhxvw4fqDSW9isaqutuVx2pNM+deyvahtVjC4JK9TUh+GCX0Gdab8NdrmrNOWsbkZPdBR7HT5cNgpDrcSQFm6sxJXPbfM+P3L3z8WN8xpf+V2ImaP6AmvRzsEj/rV+zj/kQVGgEpVVTQFw1BVFWv2VeP/3lqHYDiCsprmuMtXKGz9t/raV3vxvWeXGh0bWw7V4zf/24DmUBhf7jiS9L/tuZsPY8WeauQEvHj9+uPx9JUzEkoBTh5YjPwsH6oaQ9h40Dl4fzAqZdKnKCfua+aDlh4019fS2uYQbn99Ne6Ldn7oHkIXTu6H1XefidvPHIUXrz2209JrdnICPnx868nGWqsnLHZWNODrjy7E79/VnufnZ4/Bkl+ehqe+Ox3PXDkDOQEfLp0xELvuPw+vX388lt51Gk5w0Nu9//1NOPvh+bjxpRX47t+XYF20c+OO11fj1AfntXoxqmoI4kcvrbC8dsm0AfjJ6SONZ9c/85HPtrZ5kaiJJoWT0eWuTrIzpTkUxtcfXWjZc/Sge0cYEPUYcKPUV32Ltq61Ve0VamdyrqohaHSmTO2ETN6kAcUY1CMP4YiKZUnqQlc1BPGzf6/GQx9tNhKwNU2hlF4gdd+eWcNL8N7NJ+LK4wfjrRtnx3nFFeUFMCxaCb2qlUIEfU+3G5MmCrAcjK4hqqrirVX7cfvrq/G9Z5fii60V8Hi04PrsET0xsR1V9W0R8HlxbbSbsKK+BfuqmvDh+kP4+4KdOPEPc40gkd6RctXsIXjrxtmYOqgY4/sV4qnvTsfQnvmob1Ew9Xcf4/lFu1Be14Kf/XsN/rf6ANbsq8ZNL6/Aswt2dnjsdHneb8wYgKtnD8Xvvj4BZ0/oGxfEyAn4jH+nrZ1pdNlCe/IR0IL35uEJ+DzRv5v4dW1XRQOue+Er/DMql/j+Oi2Bfs3sofjJ6SPjCqPay9em9EPA58GyXVUZIwFypL4Ff/10a7v9M/Q9KN6APn6u6Httsjw5f4dFGu60se3XUz8xul8u21WZEd30OpUNQXwcLVjrUxg7W1XUa4nPtv4siaSK7fMk9nNbPzP/66u9+OUba3Ggphl9i3La7cGViIum9sfAHtoZ4NdvrTf+zHaqG4P4f+9uMCSnnl+0C/9evg+vLN2DP320BUElgpeX7MELi3cZXdxdzX9X7bfc93ICXvw6qv4weWAxfnzqCPi9HizfXYUbbec4M/rPKHYoDuuIbM7cTeXYE/Wb+uCWE3HtCUM7LL1m5pihPeDxaHtIe3woRVDZEMQTn29vt4R0S4LOFKe7fke6D8zSlVfbuv9bIz/bbxQoHc2dQXb0PT4ZmS8geUnvx+dtMxIGZ43vjVNGd96bI8vvNQqM9cKnRKiqim8+uRgn/XEuTv7jPOPe/n//XYc731ibEl+iJz/f7uh5OGVgMc6e0Ac3njLceO3dVtQn9L2hR15W3Di0Z70KR1Qs3FaB5bsrcfdb6y1fe/m64xL/QUin6HzJQ5q54YYbcMMNN4h+jKMKn9eD935yIp6evwP/772NhjzNaz84Hk9/scMIQL6yVAtWluRn4d6LJjhe1v5xzTEAgKASwZCSPITCKq44bhB2H2nEpU8sNt57ybQBmLu5HJUNQZz55/nG61+b0g+byuqMik8A+M5xgzAkejlPxBnjeuPXb63Duv21WL23GpOjgfDqxiCK87KwORqkHFlaEO85YPpzZPm8KM4LYH91k0V25wf/XG78/wkjehpt06mgOC8Lz141Eyc+8Bm2ltfj1WV7UJQbwMjSAozuUwBVVbFgWwVuf301DtW2YEyfAqN9e2NZLY6/7zO8+oPjcFwnjb7bor5FwefRYNIJI3piwbYK3PLaKjzwwSbcd/FEzGljI41dRJIwoE8ymaKEI3gmGjD+/onDOlX5oidTNh+qQ1Mw3Ckz21TS0KIg4PPC6wE+iAYsHrhkIn755jqs3leDHYfrUdItG4U5/larRPZFq9b7OlS/OxrQ1zofsJpDYXzzydhc/+Jnp3Q6cGJHN6ZbYjLa/eun23Dp9IG4499r8J8V8brwV88eAlUFTh7VCyNKu+H211djyc5KFOUGcN/FE/HYvG1Yt78Wi7ZbK8TeWLEP6/bXYO3+GvzinDG4/uThqGkM4cn523HiyF44fnj8PNOT0ZdMG2BIErb2ZzlmaA/M3XwYi7Ydwfh+sWBgcygMVY0FSHoXxidTzP/GJ/Qvwvwth3GwthmHaptx7O8/Nb72pMm/5EdzhqMoN4CbTh3Z6rN1hoDPi/87fxxufmUlAO0ivHpvNQ6Z/t2cP6kvehfmOHYs6X9vL37/WCzbVYlNZbU4d2JfTL/3EwBapfzWqNbxF1sX4KpZQ/B69FJ16ZOL8cmtJwPQkrbdsrV/++GIioc/2WL5/DF9CgwjcJ2rZg3BxxsP4cP1h/Dnj7fgznMTJzJqGp0rIB07U5Jcx373zgaLJMfvvj6hzfW0NY4fXoI1+2rw35X7ceHkfh3+OZmIXoUXJ8NmG5+advrZvLVqP1qUCMb3K+y0lMGs4SXYU9mIxduPOF5AVVVFWU0z+hTmoLyuBVc/vwwby7QzzSOfbTPeN7ZvIV774XEoyPbjxS934/11B3H7WaMxbVC8144SjqBZiSRd+bw86tszY3B3jOtXiN9+bULC904d1B07Khrw8tI9OCWB2aUuyVpi6+ix7zW9C7NxqLYFB6qbEI6o+PErK/DeWmtn27ePGZSyM9kl0wfgkbnbLMHDJxN4QZ02phSTBxbjzRtmm54/B99++kuj6ETnx9F1EdAkHu99dwOuPWEonl24Cw9eOgkXTY0VgjS0KMiLdorUNYewdGel1gHkAdbs0xLJxw1t+7w3e3hPrNxTjReX7MbF0/o7ngd0+U6nICSgnZcj0SBzv+Jc7D7SiCP1LYhEVDSGwuiW7Yeqqrjj36uxbFcVPt5wCP9nutTrSevO0rcoF1+f0h+vL9+Hx+ZuxzPfm9ElPzdVhMIRXPuPr7BqbzU+3XgIL1xzbNJSdHrHt92bwymWe6CdnSnmLqkbTxmOK48f0q7vB7T57vd6UFbTjH1VTV1+3ksVH64/CCWiYny/Qrx5w2w8+NFmvLxkT9R3cB/OntAHp45JbPyuS0E7yq96PYjYinUOJfD3mbu5HN//x1eWYN9vLhzfbnniRBTnZeHf18/CqQ/OQ0MwjN+9uwGnje0dtwd+88nF2HKoHk9/Ea8Y8fyiXZbK6jdW7MerPzjO8Rkbg0qch1yy6J2Gd507FieP7oXCnICliOi2M0fj61P747SHPseqvdWoqG9x7Ao91FoBUpLByUhExfythzF1YHe8E32uq2YNwZg+Xee/W5yXhdG9tTv8RxsOxp1Fnfjn4l14bN52/O3yaR3y0esoN728Aou2H8GrS/fgo5+ejCx/cskkfe+z+9b5HK6jtc2hpDtLAO18r9+35t9xCgaVtG/t+dqUfnhs3nZ8tOEQLsiws3EkouLzLYfRqyC7Xb69evdpQRJG54B2VmtrTb/n7fWW9eHWM7qmOxgATh1TivfXHcRfP92KAd1z8Y1pAxzn8Jp9NcadcE9lI8b83weWr/u9Hnx9aj8s2HoEV80a0mkp2HX7a3BftBDhtDGlePSKaXhpyR58tukQbj1jFDweD+44awxOH9sbFz22CF/trsKi7RWYNTy+QFDvWnRay5zGxcmGoLIhiMue0tZwM+mIB7qdjEumkNRx3UnDMGVQMX73zgas2VdjCYja39fWQSnL77UE6koLcvCr88bi3nc3YljPfPzu6+Px3MJ8/NGmE27WLfd5PXjrxtlJbRK9CrJx7sS+eHv1Aby16gD8Pg9+8uoqw1hsYvRnjHaQszEfKLP8Xowo7WaRd7loan+8aZIP+2UrgbWuoig3gOvnDMcfPtiMu95cB+D/t3ff4VGVaRvA7zMtvffeCyEQILSEklAFBVQUUZFiR8WyYi+ru5+76urq2rCs3VVBBCtIky69hN6TkATSey8z5/tjMifT0iAhJ+b+XZfXZSZDOOG8855z3ud9nkd/Ifj1odH49VAu3t3UsoBiWHSLD3DGidxKaHUibm5uRDkh1hv/vikBrvYa7DhXBE9HG4udpJ1RUdeI7/Zm42xBFTQqBWoatAj3dMAzV/fD1W9vA6Bf+F3w2V6suC+pzVq/UgPaVmrZGyvpYHp8ymubkF9RD3cHDW68zAa0fi628HayQUGlvmeBIVVeTtILq3D9kh0mDwLuDhpcOygAvx7OxbYzRVJz7VtHBOOf1w9o9WcZgqaBVoIp1m5czLM8nl55GNvPFiG7pOX1f904sNserF+flYDp726XMmoulNViyEvrLfqFaJQK7Hh6vMVNyrJ7k0y+TgxxQ+prm1HbqMXjV8Xg/tQI3PiBvkShoWfFK7+dxG0jQ/D8T0fx86GLWLL5HJbeMxL+LnZ44eejyCmtxfhYb+mmsqML4KMiPbHpVCG2ninE3c115NcczcPTKw+jSSfC8K9vqPFrzPjceDhoEOBqhwtltZj4xhaL9wL68oT9/LruYbAtMxL84eVog6MXyjE3KQSHc8rx7A9HcKagCjcMCezw2BgW6i4FVzY/lorU1zcD0NdrN+wKMr6RP1tQhYNZpfhuXza+3ZON+ABnfHdvEj7ZloEvmhtjz0oMxGuzEqz+fcmRnvj7tfF4/sejWHnwAp6YEttqYLa1Uh/W5rGKuiY0aXVtZgKdyK3A180ZKV/eMVzalXU5Zg8Nwodb0rH5VAEultXC/xLKhfWkukYt1h7LQ39/Z0R6d/z6JYpiq2W+zB9QGrQ66HRih9Lgq+ub8OIvxwEA0xP8L7uUQVKEB5buzcaOc9Z3R7665hQ+2HKu3Z9zIrcCV725FTcMCZTuEe7/3wGsemg0Jr6xBToReHB8JO4YFYapb21Dbnkdvr17pJTNsSejBIKg/7zVNmjx86ELOH6xAtcNDpCCKUM6sHhzx+hQrDiQg/XH83G2oNLinDVqdVL2XLhZEMS81ESohwPyK+rx+PeH8fj3h2FuYKAL/jajf7vHdKn8Xe2w9pGxqKprwu6MYry0qqW/U7iXA8ZGeeHzHZlYPCna6j1CQpArNj+eivPFNYjzc0ZueS0mvrHV4n06EdIi5l+WHYJSoUB2SQ2+2Z2FC2W1mBzngwXJobj7y32obl6cunN0GJp0ImJ8nKSd5225eXgQPtmegYNZZdh5rhjJVrL+DPfM1q41QPP1pnnR199FH0z5eHsGlu3LRmVdE+5PjcDoKE+p14GxlGivDjUG7qiFqRH4/kAONpzIx6m8Sqv393Lx9a7zUqbWoZxyJPx9HQB936Rv7hrZ5sKOITPF1mwx0toiS2cyU3JKa3C+uAZKhYC0v06ymo3UEXYaJeIDXJCWXYa9mSWyDqaU1zbizfWnMTjYVerbefUAP2hUCjxzdT88c3U/vPTrcXy8PQNf7TzfZjDFcO03L1UMGM6NaTDF0GcU0N+7f/ZHJsbHeuPVNSdNAikLkkO7rCSugY+zLbY9OR6jX92I7JJavL/5LBaNj0J6YRVKaxrg52JnsQgH6J8r8yvqLXanp2WXYcnmc1g0LhJPrjiM6vom/OfmQXh02SGsO56HhyZE4ZGJ0Z06xvLaRik7c+oAXwS6WR9HEV6OiPR2xNmCKhzKLsOEfpbnKK9cf7y+1jYgWV2cNC3rlldeh5Ev/27xvjFRlnPm5Zqe4I+Teafw+R+ZVoMp3+zOQmlNAxamRGBfZokUnL7h/R34ZdFoRPs6Iqu4BhFejt1WxmdvZom00SyzuAYfbT3X4c1YlfXWg47W+6M2dCqYcjhHX6Iv0M2u04EUAEiO8MSSzeew+kguXpweZ7G5Q67Kaxqx8H/7sbM5M3VkuDu+unNEh7Klqro4M6Wqvsnk+euT+UO79FpsvCHnie8P44nvD+Pg85Pgaq/GJ9szUF7biOFh7lJ5wNZ8tes8vtqlf/57c8NprP/LWET5OKGkugEONkrYqKwHrxu1OmQWVSPM08Hk2c2wLpgU7oF3bh0MW7USd44Ow51mPXsGB7tJ64hf78qyGkwxZKZ4OFqOfesloxuw/3wJfkq7iIcnRMHD0Qaf/ZFhMYePj/VmIOUKYDCFTAwLdcejk6JNSvTcNDQQr94wEIuXH8KF0lrMvcTU4ztGhcHLyQZJ4R5S4+U1R/OkhUoDJxsVUmK88MZNgzq88wHQ7zL++dBFfPpHBpbuzTLZCWj4O6z1BjAPpgwJdpOCOjcPC8IrNwxEUVU99mSU4I2bBiHO/8osRN6eHIYfD16QJscmnYgnVxzBoeYHMi8nG5OL3JJbE1FW24AZRg2Vfz9ZgNs/34vHJsdgzse7Aeh7V1xqyaU31p22qPv4wLhIxPk74/VZCdibUYJlzTvd/rHqBFYa7dA0V1ln/UHE2sJUe2W+fjiYg78saykLtzAl/LIzSQRBwOBgV6w9lo+07FJZBlO+2nXeYkfV3WPCYatW4tFJ0SY9U5bvy8Y/rrPMKDPIaq6jbigJZMz44UOlENCkE3GhrBbzPt2DsVGeGBfrLWWuGSgE/YJ1dwlyt0faXycD0D9sPPPDEZNAysKUCPx48ALmJoV0qJ+Bj7Mtvr1nJMprG5HSvID98IQozPt0DwQBMFR8uPbd7VJZFwBS4NLAsDPG3UEj/Zz2jI/1xkurTmDbmSL8Y9VxHMopx54My9ThOCtBEONzY6NSIMbXCRfKaqVF5BuGBOKmoYH4dk8W/F3tsDA1wuJndKekCA8pe2d4mDvWP5qC/Io6eDtd2kNLqKcDdj09Aa72an05seP5Um8tY8a1Yo9eqMAT3x/GppP6NPGrB/ji5ZmtBxYBfQDi9bWnUFhZjzVH83DNQD+L91TWNUoLm+Y3wa3t8iqvbWzzge235h2QE/v5dEkgBQDCvRylwFPyKxtx+qWpnbq29rTPd2RKpWiWL0xqN9vLoKZBKy1SmZdisdprqKahzbmioUmHj7aew382tJRTnGhlIaezDJ+PoxcqsO5YHspqGzEjwR+2aiUatTos25tl8We+uzcJD317EHkVdUgIdIFKqcD+86XILa8z2WyRV1GHG97fIdVkfmnVCXyzJwvpzXPYPV/tw79nJeCHgxekzK65I0Ow7UyhtPhnCEAKgv7BsD39/V0wONgVB7PK8MT3h/H9wmQoFAKOX6zAx9vTkVlUjUatCHuN0qIPkPl5GRjoYpKBCOizle9LjYRWK8LDUdMl5VbaYsh6GRDogqkD/PDRlnPwd7XDnJEhcLRR4cV2gjneTrbwdtIv6kV6O+HZq/vhZF4lbhkehFg/Zzy54rBFCYiHjDJXAH2jdfMeeoayjTckWs8yMRfoZo+ZQwLwdfP18pcHR8PJVo3jFytww/s7UNuohX/zTu6oVoIpxtcb46Cs4XqzZPM5LNmsD/zdMjwINiolTuZVQK1U4O1bBrd7jJ0R4eWIKf198dvRPHyw5RzenD2o3T+z+kgu3lh/GjOHBODesRFdVre/LdX1TdJnMjnCwyT79djFCnyzJwv3tXFdbq1nirVj70ypoO/26T/vic2lmi/H8DB3KZgy8zI3MnUXnU5Ewt/0QazPm28PBAEW2Zo3DQvCx9sz8Me5YlTXN8HBSvaeVie29H1qZwHMsCkro0h/b9jQpMOcj3cjt7xOWtzTKBWYOsAXzrZqqTdIV3N30ODRSdF4adUJvL7uNC6U1WHlgRypXCGg35AzPcEfn+/IxIAAFyyZMwQ6UUTKa5sB6DO8NSoFPtySjrd/P2NSWvjmj3ZJmXL/2XAG85JC4WavxtpjeQhytzfJujbQ6US8s/Es8ir0m7B0on6+bS2QYpAQ6IqzBVVIayWYYsjQai+b23BvX1xdj32ZJSiubsDkOB88tdIycB/h5YBRVgLQl+u2kSF4c/1pnCmowpqjeahv0mLH2WLMSw7B1tNFeLW5n5v55lMAeH3dKalCxDUD/fDerUO67LhEUf+cF+hmjw0nTK89r687jdfXncb9qRH4y6ToNq/Bne2PGtGJ295fmku7X2qGztBQN/g62yKvog6f/pGBx6/qns9eV3v2xyNSIAXQ9+V48edjeGF6/3bv7Vt6prR/PoCWbFVr6hq1iH9hrfT1naPDrH4eL4enow2euToW/1zdUo5yyeazSIn2NtncYvD1XSPw7Z4s/Ho4Vx9kuXUI5n6y2yTbH9A3hn9xen/c/vleuDtosPSekQjxcEBpdQMadTrpnu3R7w7hl0MXMTbaCx/NTYStWonCynqpR/P85NB2N5jPSwrBDwcvYOvpQjQ06SzOUVvVJ1St9N+c+8ke1DToN5pteixVWu+ZPTQIAW52qG/SYmHKlX3e76sYTCELY6O8MDzMXVrMmxTnC0EQ8MZNgy7r5yoUAq4dFCB9ba9RYcV9ydhwIh/DQt1RWtOA6vqmDj2sWz3uaC/poljToEWwu75nxptGZV2sRWjNy3xNjffFP1efgCAA9zZPRJ/MH4aahqZO7Zi4XHYaJZYvTMa2M4WoqdfiiRWHpUBKf39n/PrgaOw8V4xbP96NhyZEIdjDHsGwxx9PjceLPx9DWU0D9maW4mBWmRRIAfR9WKYP9Ed9kxYbThTghiGBFn1krBFF0aSGPwCEetjj2kH6B5EbEwNxY2Igbh4ehOuX7MCBrDKkF1ZZbboNtPQasMxMsbZbpfWL+a70YpNAyk1DA3H3mPB2f5+OGBTkhrXH8qVduZ3186GL8HGywQijcdfR3c/t0elEi4biQe52mNfcDHRQkCtuHxWKz/7IBKDvD3LkQjkGBrpa/Ky6Rq1UDzjSx/J8GZ8TH2dbNGp1KKisx9bThfr/jII2ho2rh16YfNk7tjvqluFBOHKhDN/uyUawuz3+O0+/M6azD6Xm5XrGRnthx1PjoVII2HamCIuXHzIJpJgL93KQFilvTw7t8IJ1uJcjbkwMxPf7c0xKLAwMdEF9ow6n8isR5e1o9dwZP8NoVArcNjIY284UQqsTsTAlAk9M0f8bjJDR7hRrN4ydYVy6YVKcDzY9looTuRUYH+uN0poG3P7ZXosbZ0PZxgEBLnj3liHtfgY1KgWm9PfFsn3ZeOCbA5gYN8Vi59L55sVmDweN5YOi2c+3VStQ16hDaY1lMOVQdhle/OUYRoR54FNDX5tBXVtyYEFyqJTFs+1MYZc/8HSX2gYtvtvbEqj9fEdmh4MphsUuG5WiQwuRBRXWS4YY/Hv9KXy4paXE03PX9Gt1B39neDvZIsTDHueLa6SSok98fxj3p0ZIC9MOGiVqmsv+/XtWAoaHueOPp8aj0qgsxh2f78XG5oBhrK8TYn2d8GPaRZMd0QCkOQrQP8TdanR/AEBa4HOyUaGyvmXHbn9/5w5nFrxzy2BMfnMrDmSVIfyZ1bBRKUwW7QD9/Zj559D8gX50lJfJnPjElBjclxJxxa4t5gJc7fC3NkqcdYQh+9DgvVuH4J/XNaKwqh5NOh2m/GebyfeHh7pLfbzGRHkizt/ZZBx2Jui6MCUCa47mIbO4BgNeXAeNSmFSwuxi80N9axlgxp+bUZEe+OFgDqyVIteoFHhwfFS3Z8HdnxqJ347m4edDF7F4crTVRdi6Ri2OXihHdYMW9zf3WfjXmlOoqdfixsRA3PThTkxP8Mfz0+K67LiatDq8/NtJZBZVI9jDHkVVDQj1sMcXdwzH8YsV+H5/jvQ5O9RGbyHD8QNWgilWPgMd6cdyvrgaG04UYONJ/QLpDYkB7fyJ9g0LdcdHW9OtbgKRi4NW/p3Hx3hbZNJEeTtK8/HW04WYOsByI0V+RR2adCJUCkFadDNmfG5i/ZxRUFmIjKJqHL1QjhUHciwyiO4ZG47Hruq60jituWtMONYfz8fujBJ8u8cySP/IpGjMHRliESDOfOUaVNQ1wlGjQm2jFmXVjdLGOQNDIMVg9oc78cC4SDyyLA0A8MZNCcguqcWbG05DpRDw86LR2JtZYvKMDrQeyDU2KNgVKw7kSNlehv42huvCSUNpbyvPM8bP/OGeDjhXWI3VR/Kw9lg+tDoR42O9pSbaNioFBEHfy+DHB0Z1Wek1Yy52alw/WF+ycOH/WkqKm//7Gvv3rAQsXn5ICqQA+p4MYR6numwcPbXiCJbty8ZDE6Kkz/WrNwzA8n052Nf8TLxk8zmU1jTg5ZkDW/05rVehsPKs34EqFAbZJTVSmcIpl5jJZatW4oFxEXj+p2P479YM3DYyBH4u8s3cPpJTjud/Ooq07DIoBH2FhYe+PYjc8jp83Vyi8K2b2960YMhMcbAxy3Rs5ZmowEpJ7zfXn8aBrFJkFrfcS75zy2BcbWWu7Ar3jI3AXaPDEfnsaimL11o5Qk9HG4yK9MSoSE+8e2vL63+dFifd5y4aF4l3N53F6fwq6bXc8jrM/nAXnpoaK81XCYEuePfWIVLAbuvpQsz+cCcenhiFOz7Xb+AL93LAxA70GUsIdIWHgwbF1Q3Yd77EIjslp1R/jx5kZTOr8XlxsVNDIeiDKYYN4/kV9Yj7qz6gpRCAv0yKtlrekLoPgylkQaEQ8N29Sdh4Mh/HL+oXqLqLRqWQJt+OLOi3xVatxAvT43Df1wegUSnw3q1DMCDQBfYaJf6x+gTGRHmiv5WsEuMLulolwNvZFj8vGg21UpB2JGpUCmhUVy6QYuBip8a0gf7Q6kSsPZaH35sXShY2LyYkR3ri5P9NMbnBC3C1w3/n6etHv7z6hFTf27DIrROBf609hW1nClFW04hfD1/ETw+Mxvf7s6FRKXDdIOu7HHell6BBq3/otlMrMSjIFQ9PjLIoWTM42A1jojyx7UwRtpwutBpMaWjSSQES84XV1narGDRpdfj50EVkldRgQXIoVhg1n5uR4I9/3Wi9dM+lSG7eMbz5VKHUf6c1oijitbWnsO54Pq4fHACNUoF/NDf+fvbqfpifHIple7Pw0qoT+Of1A3DDZWZtrDueh/SiajjZqLD9qfGwVSsgQJAW8AVBwAvT++OJq2Lx1MrD+CntIlbsz7G6IJ+WXQadCLjZq+FlrWan0WfERq1AmKeDyW4VQyPmN25KwNR4fcmEK7Hj00AQBLw8cyBemN6/+eGn6/5uw2LQdYMD8JVRqY6np8ZiyeZzKK9txNUDfPHijP7wdrLFqsO5qKpvxKzEoE79Pa/dOBAudmp8+kcGRFEf2Hn/tiHwdrLFnowSRPk4Wv03VZhlpoyP9cGB5ydBqRAuuW51bxPm6SDN1X4udlh2TxI+3HoOZwqqsHhyNN75/SxWNWd8PD01tsPBzLvHhkkPtJtOFmBKfMuDQl2jVgqmhFgpL2CemeLtZIuskhqpCX1mUTXKaxtRUaffYQQAB5sbQ/u72GJqfNeW+ZgS74dBQa5Iyy7DL4cuyj6YklVcgyadDuuO5yO9qOWBbdXhXLwwrQ7F1Q3wd7Vrc3HfuMm5+ZxgLXMov7IOcTC9R2jU6iBAn+HxeXNgOsjdDjcPC+5Us9P23DQ0yGLnqSGQAuh7d9wzNhyl1Y1SWS6lQjC5Jr04vT/qGrUYEeaBe1PCca6wCquO5KJRKyLM0wH/nZeIq/6zDVqdiFGRHnhl5kDM/nCntIAe5G5nUqbxzdmD0M/fGQ98fQDF1fX4x3VtZ3MZC3Szx99m9MdTzY0/DYGUEA972KqUuFhWa3XXnPlnc1CQKxZPisbx3Ar85+ZBrZZi6O1c7NVSqadtT4zDS6uOI8rbCfePi4C9RoXVR3JRUduIm4cHAwAGB7nioW/T4Oag76fXUUHu9njm6n5YvFy/AaW1RtLRVhYhAZg01o72ccLH84fiv1sz8MC4SPT3d8YXOzOhEARcPcD3ipQTHBDoghFh+v5pX+06j7zyOuSV1+HB8VEYHeWJTc3Z2da8u+ks1h7LQ0FlPT7ZnoEAVzvcMbprPtOPLEsz6bsIAI9OjoFaqUBCkCsSglwxPtYbt3++F+faaehc16g/R+YLudauY+1lplTUNeKq/2yVfiYAqz2VOmto887wc4XV7d4rA/rNQI063RX9PBs3Xh8Q4ILc8lo8PsVy4VkQBEzq54OPt2dg/fF8k2BKbYMWn+/IlIJW/q521u/LjF6L9XXC1tOFOJ1fhWnvbJdeD/d0kK5t96Z0zQawjrh9VJiU7ZcY4ob5yaF46NuD8HG2wYyBrW/iMGwYcbBR4dUbB+KhiVH4Zvd5+DjbYt2xfGw/W4QQD3v093fG6iN5OFNQJS1MAvod3gZNOhE3f7RT6p1pbPaw9u+dBzU/xxzKLoNOJ+Ker/Zj06kC2GuUSAh0RWZxDQShlWxuo0fWSG9HaYOUIYvVsCEh3MsBvz+agkatCEFAt2ZAXj3AT8oMtebB8ZFYeeACcstr8cFtiZgU54Pv9+eYZCcA+jkt3MsB7g4axPg6XXJgoLy2JVhmyD5SKgSkRHsjJdobf/vlGLaeLkR1gxbf7cvB01f3s1ruDtDPOUDHynyV1nQsmJJZVI27vtwHnQgMDtY3+75Ut44IwfcHLuBQdhn+uzUDf53edUH1rvT7iXzc+UVLFv5dY8IxLNQdO5+egF8OXcSD3x7ET2kX8ezV/eDdxoY1KbhlY3m+lArBolH7hbJafLsnC7lltbhpWBCySmrwllFGGgBMjfft9p4zCoWAk/83FaNe3Shd59RKAX88OR7pRdXYea641Uzx5EhP7H5mgr4ceLAb/F3t8MwPRwDo+/LpRP09vvF8dSinHGP+tcnk5xzKKZcCKYA+gNRW2WbjYx8T5Ykf0y5i17lijAzzQEFlPXycbSAIghSUCminMohGpUCQmx1Km58Vzd0+KoyBlB7QN1Za6JKMj/Vps16sHE2J98XyhUkIcLWTHuTuGhOGISFu6O/vbHWR1bSEkX5SlFvtZaVCwMfzh2Lf+VI0aUWMDG/ZmdvWTplHJ+sj1PkV9UiN8UKTVsRtn+yWIu2AvrRIxDOrpa///stxfLJgGGJ9nfDqbyex4sAFfHb7MNz/tX7HzMzBAXijnXIKw0Ldse1MUas77nLLayGK+sVfT/PyOFZusMpqG9Go1UGtVOCT7RlS0y/jcisvXReP2y6xBF1rBga6oJ+fM07kVmDQ39cjNcYLr92YAC8nG5TX6hvfDQt1h5eTDb7enSUtfpkviv1j9QkpsAIAi5cfwpR4X1TVN+G/W9ORHOmB8bE+qG/SYs3RPER6O1pNiQf0Tc+OXijHUyv1NwILRoW2uaBop1Hi2kH++CntItYdz8eLM/pbfA4MAalJcT7tfkZsVUoMDHTB9rOW9f0n9/e97PJql6M7do0ZKBUCvl+YhJ3pxRgY4AoXezXuTYmwyDSyVg6qIwRBwPPT4rB4crRFEMRak3vj4zIwBNIut2RHb+dir5YycgDg5RsGYHCwKwYGunaqXF+ktxMWpkTggy3n8P3+C5gS74dtZwql4IdBqIdl82vz8+LuoEFWSQ12nCvGjR9Y70dmcN+4yG55cH9+WhxueH8Hfj2ci6em9uvQTXddoxYNWp30oKzT6fuQXG7zxrZsOV2IOz7fCxuVQio7+Ndpcfh+fw6O51Zg+D/1tcz9XGyx4dEUq2VYAH3ZLkAfTDFntUSO2Q684qp6jH51k1RmB9AvsKx+aEyXzzUPjItEdX2TVCZwvVlJp3lJoQh0s0dgG+uewR72+ObukdLX/f1dsPaRsSipbkCopwM8HW3w+e3DcL64BtMG+sHVXoM/nhqPl1adwK+HL+K5a+IwIswd17y9HbG+TkiN8YJKqcCPD7RerrMts4YGwcfZFvM+bfm8/PrgaDjaqNCkE62OcfPNFDYqBR6c0DVNy3uLIHd7fDjXtKG6+Y7PKfF+WP+o8yVtXLhucACKq+ux81wxqhu0CHSzw18mRmPm+ztQWFmPGB8nKThtzvjvslUrLJ4TOtsnoStMT/DH7owSk2ydPZ/uxtyRIVh54ILF+/935wjc9ol+R6rh8wYAL/92AreNDEFxdT1O51dhbJTnJW3MyCyqtgikBLnbYZrZOTT0LjtXWIXymsZW51TD/GM+51idw9rITNHpRMz9ZI9JIGVQkGuXZNe5OWikzNwDWaVtPjvqdCImvbkF5bWN+O7eJIR7OaKyrhG/nyjA8DD3bgvCrT+eBwB4+5bBmJGg36TW2mdnUpw+mLLxVIHU56yhSYfU1/V9GQ2GBLta/fPGPzfc00HalWzs5wdH4/t92RgX631F79nGx3pjaIgbVEoB39w1EgqFgH6+TnBz0HTquh7gaieVRZqXFIqjF8oR7GGPitpGrD6SJ71vUJCrPshpaArfXEHCOJAyc3AAXOzVGBTk2qGNHjG+TtCoFKioa8Li5YekMlSVdU3Ss8n1gwKsllQ1vl+P8XHCxpMFaNSaLiCHeTrg0/nDIAgCNKru3xg2JsoTVw/wxdmCKvx33lBU1jVJgbfnp8XhztFheHSSfm41zEmf3T4Mr6091ZwZMgDzP92DXeklUtDKVq3AJ/OHXVJpsp/TLOfNKf19pXvG929LBACMe30zMoqqsetccat9fgxlpZzNM1MuoaQ3AGw4no+Hlh5ETYMW9hol/j6j9fLVHaFUCHhwXCTu+nIffjuai+en9euxzFdrjl4ox2PLD5lk2380N9Hk33t6gj8+3p6BQ9ll+GBLeqsBIa1OlOYhaxuYlYIArVmvpx8OXpD6g6w6kmtSQn9wsCtuGBLY5WsvrdGoFLh3bLhU3uuJq2Lh7WwLb2fbdnuD+DjbSpt3bxoaiF8PX0RpTSO+u3ckquqbMPHfW6Syzeb+cX08lu3NNsm+m5cU0uo6jTUjwj3wY9pF/H6yAJtPF+JwTjk8HW2QGuOFP87qg6LWKvMY9xHUKBUYGuqOA83BlA2PpuCeL/chvagaM4cE4Nkr0NOZLDGYQn8qgiBYlAARBKHNepqC0UR1JXfTd5a13609Niqlye5ZURQRH+CMoxeaU6C9HU0eJgF9+uBMo34DADDLaPGvI40RDbuBrDU0BCDtfg1wtbO4aVEafentZIP6Jh3KaxvxrzUnceuIEHxh1rMFAEaEuXfLxVwQBNw6IhjP/3gUgD5DZey/NmHbk+Pw5vrT+Hp3FmxUCvzy4Gi8s/FMOz/NVMprm6XdbR9vz8CbsxOQU1KLf6/Xp7yPjfbCe7cOxtu/n0GsrzNUSgFnC6rwzkbTJmsd2R2dHOEJe40SueV12H++FG+sP42Momq8f1si8srrsOKAPphyYyvZFOaZKfeMDYefiy0mxflib2YJHvz2IG4dEQzHVhY1/yxUSgXGRJmWVOnqho+dzSYxnrP+rLu2L5ezrRp3XWLpvxsTA/DBlnP4/WQ+vt2Thaebg5jGQq0sPJqeFwUivR2Rll2GN9aftngvAHy2YBhGR3kip7S21YXMyzUk2BVhng7IKKrGR1vT8dTUWBRU1kmlcU7mVeDN9acR7G6Pv0yKRl55HWZ/tAuFlfVYNC4SD0+Mwi0f7UJadhne7saU/tfW6hvy1jRopWvIsFB3ONqo8MSKllrmueV12HamqNVdiSXNJSPcrOyStpaZUlBpWnrln6tPmgRS1EoBX9w+vNuCtsYBwF8OXcSqw7mobmjCY5NjLnnBM9zLEeFGU9aYKC+MMYpNGIK4xiWO/nhq/CX9XdaMjfZC5ivXSDsJDYuGaqX1edP8HkzTzf1QerMQK0HcjlAqBNwzNgL3jDXNDFr10GhsOlmApPDWgwhyvN5MjffFc833aAaiCHzZ3OsH0Pd6+P1EAWYOCcDoKE9se2KctOt0VmIgfjp0EQ1NOkQ/9xvsNUrUNGjxl4nReHhi5wN5x3P199cJgS64bnAAvtx5Hv+dN9TiXsHH2QbB7vbIKqnB8v3ZrV6jDLu1zRcjrc1hbZX5+u1onrTBSaUQcPUAPzw5NbbLFg4Tg92QXliNraeL2gym/O2XY1I2wP1fH8CTU2Px1IrDyK+oh4NGiVdvHIiEQFccuVCOhCBXi75KHSWKIrJLahHkbof0omqcK6yGWikgNUY/Ibb1vJcY4gY3ezVKaxoR+exvCPGwx5BgN5NAiqu9Gg+3Ejw0Pjf2NiosmTME720+h3BPB9Q3aTEk2A2ONios6MLsxo7SqBT4/r5kk9eifC5/A2F8gH5h0dlWjc2PpeLDrekorW7A367tj+MXK/DIsjRM6OeN125MwE9pF6RF/2kD/fDarIROPX9rVAoMCHDB/vOl0kKvublJ1p8JjRfxHW1VmJ7gj5UHLiDaxxFL70nCybwKDAl269bNWeZUSgWWzEmEKIrS53HX0xNQWdconRvzz6mtWmly3X7umjhcv+QPKTBU16jDcz8exZI5Q/Dfbek4V1CFd28dYlHWzpo1x/TBsIcmRKGwsh71TVqrZZNHR3oio6ga288Wtbo2YKhiYB7Ysna62yvztfJAjjRuIrwc8J/Zg6VM3csxOsoTdmr9M/KxixXSWDZWWdeI2gYtvJ1tUVRVj3d+P4OUGC9priupboC9Rtml40arE3Hf1/tNMoY3P5Zq9ZnDEBBavi8bC1PDrZYfLKlugFanz7Qy38gKNC/cN9/yOmiUFsEF4zLX+5+b2Gb/x+4yLykU2SU1GB7mccmbF1VKhcnGIydbNTYsTsFra09hVmIQYn2dcMMHO1BTr8V9qRGYMyIEc0boewk+teIInpwaa9Frqz2GYM+xixXSa0VV9fi+eTNrQqCL1RKH5n1Rbx8Vim1nihDsbocILwesvD8Z5bWNl3w/SJfvz73yRdQB5s21/8wEQcCHc4diX2YJhoW6w8NRg+d+OIrl+3MwLykEiSFueHhpWqt/flioW4fSacO89JP68dwKrDmaK5XH+etPR00ecKOt3MAb31DbaZRIDHHDb0fzTGpkujtoMCjIVUrH7s603BuHBOKb3Vk40fyAXNuoxbK92fi6uX9MfZMOk9/cCkC/U3rz46nIK6/D3sxSTOrng2/2ZGHJ5rPwdbbF7GFBUAgC/v7rcYuH3ie+P2yyO2rr6UIMeHFdm8cWH+Bsdde1OVu1EqkxXlh9JA93frFPalp/3Xt/SO+ZOTgAw0KtBx3NL+au9hrMTQoFoN8RMyLMHW4dOA7qeuZlvqhrRXo7ISHQBYdyyq0GUgBYzXYxPy9DQ9ykm2ZA3wdBqRCgVAj4z82DpF4d3RVIAfTz/wPjIvHY8kP49I8MrDpyEfkV9dAoFdj6xDjc9cU+5JTqH9oyi2uQW14rLYK/u+msSWPz//v1OCbH+XQoxb0z0gurpGC/wZgoT8QHOKO/vzO+P5BjUpd/65nCVq9Jhia0flYycKxd6/dkluKb3Vm4dpA/SqobsPKgadmNGF+nDi1EdIXpCf7dXjbhSupoGVfjBWeVQujyYDW1ztvJFrOHBbf5HjlebzwcbfD6rAQ8tvwQ7k0Jx+OTY3D3l/uwqbnvwS+LRmNAoAtemN7SByLI3R7f3DUCSoWAEeEecHfQSCVxDTtv39xwGoIAzBoaiN9PFOCaAX5wc9Dg+/05eGz5IQwKcsWXdw6Hs61aKo2iVAjSzvgoHyfcPiqs1Q0vgiDgusEBePv3Mzhl1uPLQBRFXGiek837wVhbfC6raUR9k1YKdH2zOwtv/X4ai8ZH4a3m3hQPT4jCXyZ1fQbR1QP1pYo+35GJb3ZnYduT46SdwBV1jSitboC3k61JL4iTeZW4/bOWMmzVDVos+uagyc/9edEoxPk543R+Ffr5OUEQBDRqdfjPhtNYfSQPH88figgvR1wsq8Wqw7nIr6jDvKRQ/HL4Il5bewqhHvbS9XVkuEer5YiMqZQK3DAkEB839zA7X1wjlfW8e0wY7hgdBkcbVasZJcaXRRuVAiPCPWTVt667hXo64OWZLWUhfZxtceiFydLX1w8OgL1GiX5+zpe8CPjEVTG493/7UVbTiBkJ/vjP7EGoa9L3RXK1U1v0QDQwyRpWKvCP6wYgJdoLyRGecHfQWPQzuJKMAya+LradKtkTH+CCPc9MxLrjeQjzdMRtn+xGRlE1pr7V0oNrzL824as7h2PZ3mxsPlWIOSOD8fRUy93shk0s42K82uxjOzrKE1/tOo/tZywrFRi0dh9m7dpe0kZ/1NzyWimQkhjihk8XDOtwD7f22KqVGBvtibXH8vH+5nN4b84Q6XtNWh2e/+kolu/LgQjgk/lD8e2eLKw9lo8vdp6HvUaJ5AgPbDihX494fVYCbrzMMt4GO88VmwRSFk+KthpIAfQZZ3F+zjieW4Elm85Z9D0C9L2eAMDDwcbqvbvxs37/ABeTe+0V9yXhuR+P4URuBSbH+fRIIAXQB1Ivt2+dNX4udia9oTcuTrV4z5gor0vebBTqYQ9nW5WUkfflHcNxOr8Sv58oQE2jFm/NHmS9MohZlQM/Fzv89vAY6TVXe80V7edMlhhMoT7PeKKyttPrzybA1Q4Bg1oaTr42KwGvzWrpMzIs1B0PfHMAwe72eGRiNBxslLj5o104X1yDJ6dY7kyxJsjNHu4OGpRUN2Dh/w6gv78zKuoaTW4KACDOSg8b4xssW5USj18VI9VmNbh5WBDuGhOOQzllSIny6tYFFzuNEj8+kAytTsQ7G8/i/c3nTMp4qZUCGrUiNEoFXpgeBxuVEiEeDtIDwn2pEbgvtWUHaF2jFn//9bj09Yr7kvHcj0elYI29Rolgd3uLBtrG/jajP4Ld7TvVeHZSnA9WH8mTAinmXrq+9VRp0wdDy103bdVnpe6lMrvRoq73xJRYzGluVCgI+kDI7owSzEjwx83Dgqyml5v04lIqMD3BH0s2n0NWSQ2euTrWYlf4lTI13hdv/34GWSU10i7bBq0OI1/+3eR9hjJTtmoFHDQqixIlueV12JlejLc2nMGp/Eo8f00cbhoWhFWHc/HzoQt4amq/SwoMrT2m/3vHRHni8atisPpIHu4YFQpBECAIwLJ7RmJnejF2p5fgrd/PYP3xfPzzeuu9PC6UWV+EBKwvRG49XYitpwvx5c5MxPk7QxT1x3H94AAs25vdpQ2qyTrjh/nurFFPl8a4AIhcMlMA4MbEQEzs5w0XOzUEQcDH84fh423piPJxbHXncrJR+Zunr+6H7WeLcOxiBTRKBcK9HHAyrxJvrD8tZRM+9+NRfHdvEh5r7jeTll2G19eewqQ4H9zz5X4oFQI+mT8U3zRvtLmqA1nchowz475Qxgqr6lHfpINCgMXCqrUyOQBQVNWAAFc7HL9YIdWFN2RXuztocNeY7smGSI32woRYb/x+sgANWh1u+WgX/n5tPJ5ccViaiw0C3ewwMtzDZIPBlsdT8fDSNKkvncGMd/8w+fqVmQNQVd+E9zbpy+pO+PcW3DwsCD+mXZBKmBmCIIB+Y0BmcyBkclzHS1c/NTUWHo42eHXNSek1X2dbLJ4c0+7uc5VRbRa5BB3lRBAEkx50l2JEuAc2PJqCIznlGButfw6016jw+e3D2/xzxs/5GpWyuRRyQBt/ovdwc9BIAfGHxkfi9XWWmdDGZWo/3JKO4aHu8HayxTd7spBRVIXS6kYUVtZDrRTazVhKivCAUiEgvagaF8pqLbLIRFGUPvvm37Na5qtG/3xqKJ8siiKW78tBelE1skpMm513VSDF4L7USKw9lo+NJwuw/3wp3t98DtMT/FBYWY9v97QEgBd8ZtqDq6ZBKwVSAOCx5YcwNMQNGpUC284UwlatH1/GWUcdZQjMz0jwx4wEf6TEtP7Mr1AIeHxKDG7/bC++25eNJ6bEwF6jQnphFdRKBXSiiG/36K9N1npzGH6GQaiHvRRMifFxQmKIO356YBQ2nypos9oLWScIAv5+bTweWZaGqfG+GBvthbHRXu1WTVDwGV/2GEyhPs/4xkrVSumJvsTf1Q4/3G9aI33dI2NR06jt0I4uQD/hf377MOkhyDit0fg911m5gTXJglArEO7liI2PpeJITjle+PkY6pu0mJcUCncHDcbFeHfmV7tkhkWDO0eH4ee0i9LN4YPjI3HX6HBsO1uIgQGuCLbSiNqcrVqJlfcn41B2GeYnhULR3Ivjx7QLOJVXiYn9fDA22gv/XncK72w8C7VSwLWDAhDibo/s0hqMi/E2aYjZUcZ1iD0dNXh55kDc/aW+kZp+l1jrlwOTMl+8mMuK6bmRz+LWn8moSE8cfnEylu3JRj8/ZyRHeEAQLMsuGFOaXVccbFTYuDgFInp2kdjBRoW3bxlskpVmbEKsN2w1Sqxqrvk/sZ8PXp+VgLu/3IdtZ4owd2QIahu1+H5/jslD+RMrDuPzHZlSiZvzxTX4adEo2KiUEEV9A/KOlD8wlJeYEu+LgYH6PjfGBEFAcoQnBgW54q3fz6Cwsh4l1Q0WGXqiKEqLcsEelg+Oxp8b83IGJ/MqpWD2g+OjMDzMHTOHdM1OQ2qbtR5QJB9N2pZ+GzZqeZ0f492ZSoWAe1M6F7D+9cHROJxTDncHDXxdbBH17G8W77npQ9N+V1/uPG+SbT37o10AABc7NSbEtn9/2q+5P+Oxi+VSRkllXSN2p5fg4+3pON587xzkbm/xeVCY/fN7OmpQVNWAx747hNnDgkyCAAZPTonptv4cgiDgjZsGYcpbW5FbXof0omqpN425BcmhGBXpiU0nC+DtbIvXZw1EiIcD/jajP95YfxqNWh0OZpWZlFk0eMpKhujSvdkWr5mbFOeDWUPbb25uoFIqcF9qBBamhKNBq8PZgiq42ms6dB0zfpbkfVn38XS0wbgOfM6M9ZVrzKLxURga6o5NJwtwy/BgKAQBY1/bZPE+46bmxhYkh7ZbutnZVp8BtP98KTYcz8f85FCT7288WYDKuiY4aJQWWb3WNrQczCrFuNc3o6iyHj8tGoUlm8+ZBFwB4K7RYd3SVykh0AV+LrbILa/DDe/rS50bevEA+t5HhqC3vUaJv18bjx3niqz25Up9fbPJ13WNWnz2RyZO5lViXIwXPl2g78dzrrAK+eV1UmC/vkmLYxcrEOBqBxc7NVY2l+Ce0M8bEzsQCB4V4QlXezXKahrxze4sJEV44Jq3t1u8z1o5KcC8J5oSL10Xj//79bi0kUijUnSo1DtZd93gAAS521mtytIakwb03GAkSwymUJ9nfPGQc8+UnqRSKuDcyUl8YKArMl+5BjvOFeG5H47CzUGDqfG+mJcUipUHchDn72w1+GCemQI0Nw6Ls0VqjFePLkZ6Otpg1UOjsXxfDiJ9HJEa7QVBEDBtYOfKsQwJdsMQo9RpBxsV5owwre+7eHIMHp0U3WX1rJ1t1fjrtDi8v+Uc/jajPybF+eCT+UNxtqCq3X4zJg3or2AdYWqfyY3Wn/jBsKc526px99iO910xXuhSN3/R1SWxLtWgIFec+PsULN+fjdGRntidUYKnVx5BiIc9Xr5hALydbHFjYgFO5lbi1hHBsFUr8dWdI6SddecKq7DmaB6q6ptMfq4hkALoAxIvrz6JeUkhGP/vLQCAx6+KwcKUCOSW10rZInWNWtQ2aJFbXoe1x/Q1/QVBv/DVFnuNCoFudsgprcWZ/Eo42qrwU9pFzBkRjBAPB+zNLMXJvEp9k+wYy59lvG+iv78L9mSWWLxnVKSH1RJu1H2Me6n82cuu9kZNRqVI/2wP9oIgIMGoNNAHtyXi/q/3Y3iYOxaNizIJDDw0IQobjuebzHnG7hod1qGM6UhvR3g52aCwsh4xz62RFvPMWStZZP68MjBQX/p2Z3oxdqbrG9q62qvx1R0j0KjTIc7Pudvv31zs1dj59AQcu1iOWR/slEqmvTJzAE7lV+KzPzKxaFwk7hwdBkEQsOfZiVAYbUxICHLFF3foMwtEUcSW04VY8NleCIK+J8u+86XS3xXl7Yh7UyKkTKH4AGd8On8YdqYXY9XhXAS52+OJKTFQCvrscTvNpf3ugiDARqXsVLNhk95CMgs69nV9JZgC6MvaGWdOf33XCPxv13ncMzYcEd6OeODrA9hmpUTXguRQq+W/rJka76sPppzIx7WD/LHldCGSwj2wN7MUD3xzQP+eAX4Wc4+1+bGyrklqWG+4bzTmYqfGQ5fQx6ojBEHAjEH++HBLusX3kiM88Nntw1BR24Sf0i5gcpwvgj3sMW2gH+4YFYaaBi2ivB3x0qoTUg9SY0+uaAkAbzpViD0ZJfj1cC6+2qUPxP/vzhHYlV4sldIN8bDH1QP8UFBZD38XW0ztYBaXRqXAnBHBeG/TOXy4NV1q1G6utfta85Let40MwZwRwV22DkFAYkjnnin60nzVWzGYQn2e8fWcD+9dLznCExsfSzV57ebhrdflNs9MMSaHxUhXe02nFlUvR1ffwNwxWl/r2WBCPx+TjJXWmDfTJvnguZEnuQfp7TRKzGvuexTu5YhbzObkcTHeFpl/hvkowssRS+8Zifc2nYWPsy0euyoGd36+F7szSuDrbItBQa5YcywPKw/kILO4pTTDa2tPSSUSE0Pc8MUdw3Hde3/gbEGVyd9zbYK/1eaZ5qK8HZFTWos/zhbhv9sypH5Wqx4aLe0gv2aAP1zsLXdiGz/I+7vaYkp/X2w4kY+P5iUio6gGRVX1uPcKzfPUwqTsqgw/N31do64lM+XPfn6mxPtiy+Pj4OGogb1GhZ1Pj0dWcQ2c7dSI9XXCXWPC8PjyQ8gqqcUXdwzD8n05WHkgB49fFdPhEkaCIOCpKbFY3BwQsBZIGRriZlIq1sD4XlkhAHNHhkh9BA3+PSuhSxo0d1Z/fxd8fvtw/PWno5ga7yfd8xv3rQHavjYKgoDUGG+k/XUSRFFfwqi0ukHqCZEQ5AIblRKT+/vg57SLmJ7gDxc7Na4dFGBRtulKJ4eoWeZLtkzKfPWxahSjIj0xyqi84Ss3DMSMd7ZDEAR8ecdweDvboKZe26EqCwZDQ/WLw9vOFGHQ39dbfF+tFHCn0XOngfH85WijsticY3DLcH1Z7+Kqhua+E92TWQcAiyfFwMVOn9nx4PhILNl8Di52aixIDoWNSgkvJ6VJWSZbtdKkWf2/b0rAjEH+WHM0D1tPF+LqAb7YeLLApHE70JLBaGCewXe+uAbvb9aXMVyYGtGpRfSkcE+8t+mc1O/Q1V6Nf14/AGGeDkgvrIa7gwYjw60v6CvMMlOArl+HoM6RY586MsVgCvV5xhcKOS569TVKli2SHUUbAS7qWaynKk+m5SP/fOclPsAF79+WKH297N4k1DVq0ajVQafTl+uqqGvC5uYm0Ob2ny9F/AtrLV7XKBV4YFxkh44h2scJm04V4u2NZ6XXymsbMfrVllIWY6OtN5M13YGnxL9uTEBFXaPUqJh6hnHWKW/H5McoltInGJem8XOxg59LS3kZZ1s1Ppw7VPr6gXGRHZ67jN2QGIj/bkuXSgu+dfMg5JTWYnCQK5IiPFpdzDIv8Tku1huHXpgMG5UCX+7MhKONukObZbrL8DB3rHlk7GX/HOPybcY9IQycbdXtZldfaeblckg+jG/H+vo9c4CrHXY8PR71TbqWIIX1ClCtimmjZNHwMHd8c9cIq/fAJv05PO1x9EJLlt/jV8XgtbWnMDLcHf+4bgAUCgERHW8Resk0KgXuT22ZwzvaJ9ZYSrQXUoz6mT5+VSy2ni6EQqG/b35kaRp2nCtu+TuVCjRoW7+wTu9k5YvkCA+MifKUMo42PJoi3df287PsU2vMPDOFeh4zU+SPwRQiIyrzIsR0xZnujOD5kAPjRS0GuOSFN7/yZBxMUfeR3Y+2aqW0cLQgORSf78gEoO/J9PLMAVj4v/04eqEcQ0Pcpd4oBm/dPAjeTrbwcbZBuFfHnuZTY7zx4daWkgzxAc4mD+RKhdBqeQTzMiwalYKBFBkwyejijkjqIz5ZMAzf7c3GjEH+iOjg/GdaflV/7Tc0Zb5nbOf6xVDXUit5XyZXppkpfJ6xUSkv67nOTqPEg+Mj8U7zppYPbkvE/vMlOJ1fhVdvGNjqZiKT+UullO4ZH50UjftTIzBzSAC8HG16fQakRqUw6Xfy2e3D8Nkfmahv1OHelHCcK6zCm+vPwNlOhb9Oi4OdRolHlx3C1tOFePXGgXAz6wfYHoVCwJI5Q/DlzvMYHOzaqftabmaVH9PgL8+JHDGYQmSEz+49z3zHMPU845thPhjKi3H8lzsg5cP4oaQvlo/867Q4TI33RaNWxPAwd2hUCnx++3Dp+wezSnH9kh1wsVNjw6Mp8HLqfCBjZLg7Roa7Y1d6CcI9HfD1nSMx7d1tyC6pxdR4X5PMGXMmGV1/wsyh3krFMl+yJkJs/03UaQGudvjLpOhO/RlmP8gXFyXlizu9u95DE6Lgaq/BqEgPxPo6Y0p8+03KzTOEXpzRH49OjpYyZIyzAP9MbFRKLExpCXb393fBx/OHmrznvTlDLuvvcLJVX1KWpOnzJD8bcmAa/OU5kSMGU4iM1DVqe/oQ+jwlL+ayY/zAwYd2eTEOPtrx3MiGSS+uPngDrFAIGGHU+NTc4GA3ZL5yzWX9HYIg4IPbEvHzoYuY2M8HLvZqbHtiPBq1OpNyUdaozDJTSB4Ekz4QDKYQtca0zBfnMDnRGcUceX2RFxWDKV1OrVRY7YvSFmvzV3f2Q6H2cTOr/BhXzOF8JU8MphAZqayz3gCNrhwFL+ayo2Fmimxxd6o8GS8K98XMlCvF1V6DeUmhJq+1F0gBWOqjN+DHhqh1pmW+OIfJiU5siabwnllemJUqD8bzFxeJ5UHBTUayY5wtxGuJPPGsEBmpqG3s6UPo85TsmSI7xje6vJjLC3sMyV9fzEyRO/OeKSQ/LPMlPyKrfMmGin05ZKtJ2/JB4YK9vHARXx5My60xGCwHKpYnlB2WJZQ/nhUiI/6uf84anb2Jghdz2THJTOEOSFlhmS/5U3NRWHaU3J0qeyzzRdQ644UVgZ8VWTHOTOG5kRduQJIH9oKQH7XJsz7PiRyYll7jOZEjnhUiACvvT8bkOB+8Piuhpw+lzzMtXcApSg7UzEyRLa1xOQkGU2RJyWCK7JiUk+R1RpZYHo+odcYLkPyoyEuTjilccsVS0vLA7GD5Mc6it+VnQxZYllD+2DOFCMCQYDd8NG9oTx8GgT0g5Mj4Am6v4TmRk8YmnfT/DD7KU35lfU8fApkxfibhA4o8MQhJ1DrjeYufFXlp0urafxP1CJ1RoIv3zD2Hi8Tyo2aAS3aMNxgrlbzOyxE/KUQkKwqmNMqORmVUSkrDGLycNLI2t2yNivQAANyYGNjDR0LmTFLnGbSXJfYaImqd8WIkS0nJS0MTgyly1WAU6GJmSs9h+SL5MSnzxXMiCyZlCTlfyRI/KUQkK8xMkR+NsuU8sC+HvDQaPRhyQUVePlswHJ/fPgyzhwb19KGQGe6KlD/2GpKf929LBAC8dF18Dx8JGeNHRV7qGUyRLeOsITV3evcY49suLtzLg0rJ9Re54ZqY/HGLMRHJCm+w5EdtlJnCMl/ykhThgRAPe8T6OvX0oZAZjUqB1Bjvnj4MskLFcgayx9JF8jMpzgcn/28KH+plRsGNFLJS16jt6UOgVhhnc3MDUs8xaUDPZ31ZYGaK/LCPsPwxmEJEsmJvVEaKD+zyYLxzm+dEXmzVSmxcnMqdqUSdYJyZwodGeVIzY0iWeA8gPwymyAszU+SrUcdzIwfGmyUYTJEHZkHIj8Loo8FzIk8MphCRrIR42Ev/X8vdXbKgZgN6WeMObqLOYb1u+eO8RtQxjKXIS5NRk3OSl8Ymnhs5UJpsaOFzpRyIRh8N3hfLAzNT5I9nhYhkxTgzxcmW8V45ML7pZc8UIurt+CAvfyoGU4g6hJkpRB3TxMwUWWCZL/nRGUVTeF8sD8wWkj+uVBKR7PzvzhE4fKEMoyM9e/pQCLyYE9GfCx/k5U/F5sBEHcK4o7yMDHfHrvQSJAS59vShkBkXO3VPHwLBrMwXS3rKgnFGnZr3X7IgCFx/kTsGU4hIdkZHeWJ0FAMpcuHjbIu7RofBVq2EHct8EVEvp2TPFNljFiRRxzAzRV7evXUIlu/LwY2JgT19KGTmtpEhOJBVion9fHr6UPo04znLhuWLZEFnFEwReE2RjXExXsgtr8OAAJeePhSygsEUIiJq13PT4nr6EIiIuoSCZb5k69mr++GLnZl4fEpsTx8KUa+gYGqKrHg62uC+1IiePgyywlatxJI5iT19GH0eM1Pkh31q5enTBcMAMMAlVwymEBEREVGf0aRtqZvuYMNgipzcPTYcd48N7+nDIOo1Yn2devoQiIg6zDh+wlKr8lBd39TTh0BWMIgibwymEBEREVGfUd/UEkyx1/BWmIh6n5X3J2PdsXzcnxrZ04dCRNRhjjYtvWsYTJGHmgZmphB1Fp8giYiIiKjPqG9sCaYoWSKHiHqhIcFuGBLs1tOHQUTUKe4OGun/WWpVHpiZQtR5DAUTERERUZ9R18QdeERERERXmodRMIVVjORBpeSJIOosBlOIiIiIqM+oY6NNIiIioivOxa6lzBczIuRhyZxEBLrZ4cO5iT19KES9Bst8EREREVGfUWdU5ouIiIiIrgyFQkC0jyMyi2owKMi1pw+HACSGuGH7k+N7+jCIehUGU4iIiIioz3C24+0vERERUU9Y/dAY1Dfp4GDD+zEi6p04exERERFRn3F/SiTO5lfhusEBPX0oRERERH2KSqmASsmOA0TUezGYQkRERER9hou9Gp8sGNbTh0FERERERES9DMPBREREREREREREREREbWAwhYiIiIiIiIiIiIiIqA0MphAREREREREREREREbWBwRQiIiIiIiIiIiIiIqI2MJhCRERERERERERERETUBgZTiIiIiIiIiIiIiIiI2sBgChERERERERERERERURtUPX0AV5IoigCAioqKHj4SIiIiIiIiIiIiIiLqaYZ4gSF+0Jo+FUyprKwEAAQFBfXwkRARERERERERERERkVxUVlbCxcWl1e8LYnvhlj8RnU6HixcvwsnJCYIg9PThyEZFRQWCgoKQnZ0NZ2fnnj4cok7h+KXejmOYejOOX+rNOH6pN+P4pd6OY5h6M45f6s04fq0TRRGVlZXw9/eHQtF6Z5Q+lZmiUCgQGBjY04chW87OzvwQUa/F8Uu9Hccw9WYcv9SbcfxSb8bxS70dxzD1Zhy/1Jtx/FpqKyPFgA3oiYiIiIiIiIiIiIiI2sBgChERERERERERERERURsYTCHY2NjghRdegI2NTU8fClGncfxSb8cxTL0Zxy/1Zhy/1Jtx/FJvxzFMvRnHL/VmHL+Xp081oCciIiIiIiIiIiIiIuosZqYQERERERERERERERG1gcEUIiIiIiIiIiIiIiKiNjCYQkRERERERERERERE1AYGU4iIiIiIiIiIiIiIiNrAYAoREREREREREREREVEbGEwhLFmyBGFhYbC1tUViYiK2bdvW04dEfdyLL74IQRBM/vP19ZW+L4oiXnzxRfj7+8POzg6pqak4duyYyc+or6/Hgw8+CE9PTzg4OGDGjBnIycm50r8K9QFbt27F9OnT4e/vD0EQ8OOPP5p8v6vGa2lpKebOnQsXFxe4uLhg7ty5KCsr6+bfjvqC9sbwggULLObkkSNHmryHY5h6wssvv4xhw4bByckJ3t7euO6663Dq1CmT93AOJjnryBjmHExy9f7772PgwIFwdnaGs7MzkpKS8Ntvv0nf5/xLctbe+OXcS73Jyy+/DEEQ8Mgjj0ivcQ7uPgym9HHLli3DI488gmeffRYHDx7EmDFjMHXqVGRlZfX0oVEf179/f+Tm5kr/HTlyRPrev/71L7zxxht49913sXfvXvj6+mLSpEmorKyU3vPII4/ghx9+wNKlS7F9+3ZUVVVh2rRp0Gq1PfHr0J9YdXU1EhIS8O6771r9fleN11tvvRVpaWlYs2YN1qxZg7S0NMydO7fbfz/682tvDAPAlClTTObk1atXm3yfY5h6wpYtW/DAAw9g165dWL9+PZqamjB58mRUV1dL7+EcTHLWkTEMcA4meQoMDMQrr7yCffv2Yd++fRg/fjyuvfZaabGO8y/JWXvjF+DcS73D3r178dFHH2HgwIEmr3MO7kYi9WnDhw8XFy5caPJabGys+NRTT/XQERGJ4gsvvCAmJCRY/Z5OpxN9fX3FV155RXqtrq5OdHFxET/44ANRFEWxrKxMVKvV4tKlS6X3XLhwQVQoFOKaNWu69dipbwMg/vDDD9LXXTVejx8/LgIQd+3aJb1n586dIgDx5MmT3fxbUV9iPoZFURTnz58vXnvtta3+GY5hkouCggIRgLhlyxZRFDkHU+9jPoZFkXMw9S5ubm7ixx9/zPmXeiXD+BVFzr3UO1RWVopRUVHi+vXrxZSUFPHhhx8WRZH3wN2NmSl9WENDA/bv34/JkyebvD558mTs2LGjh46KSO/MmTPw9/dHWFgYbr75ZqSnpwMAMjIykJeXZzJubWxskJKSIo3b/fv3o7Gx0eQ9/v7+iI+P59imK6qrxuvOnTvh4uKCESNGSO8ZOXIkXFxcOKbpiti8eTO8vb0RHR2Nu+++GwUFBdL3OIZJLsrLywEA7u7uADgHU+9jPoYNOAeT3Gm1WixduhTV1dVISkri/Eu9ivn4NeDcS3L3wAMP4JprrsHEiRNNXucc3L1UPX0A1HOKioqg1Wrh4+Nj8rqPjw/y8vJ66KiIgBEjRuDLL79EdHQ08vPz8dJLLyE5ORnHjh2Txqa1cXv+/HkAQF5eHjQaDdzc3Czew7FNV1JXjde8vDx4e3tb/Hxvb2+Oaep2U6dOxaxZsxASEoKMjAw8//zzGD9+PPbv3w8bGxuOYZIFURTx6KOPYvTo0YiPjwfAOZh6F2tjGOAcTPJ25MgRJCUloa6uDo6Ojvjhhx8QFxcnLbJx/iU5a238Apx7Sf6WLl2KAwcOYO/evRbf4z1w92IwhSAIgsnXoihavEZ0JU2dOlX6/wEDBiApKQkRERH44osvpKZvlzJuObapp3TFeLX2fo5puhJmz54t/X98fDyGDh2KkJAQrFq1CjNnzmz1z3EM05W0aNEiHD58GNu3b7f4Hudg6g1aG8Ocg0nOYmJikJaWhrKyMqxYsQLz58/Hli1bpO9z/iU5a238xsXFce4lWcvOzsbDDz+MdevWwdbWttX3cQ7uHizz1Yd5enpCqVRaRBMLCgosopdEPcnBwQEDBgzAmTNn4OvrCwBtjltfX180NDSgtLS01fcQXQldNV59fX2Rn59v8fMLCws5pumK8/PzQ0hICM6cOQOAY5h63oMPPoiff/4ZmzZtQmBgoPQ652DqLVobw9ZwDiY50Wg0iIyMxNChQ/Hyyy8jISEBb731Fudf6hVaG7/WcO4lOdm/fz8KCgqQmJgIlUoFlUqFLVu24O2334ZKpZLGF+fg7sFgSh+m0WiQmJiI9evXm7y+fv16JCcn99BREVmqr6/HiRMn4Ofnh7CwMPj6+pqM24aGBmzZskUat4mJiVCr1Sbvyc3NxdGjRzm26YrqqvGalJSE8vJy7NmzR3rP7t27UV5ezjFNV1xxcTGys7Ph5+cHgGOYeo4oili0aBFWrlyJjRs3IiwszOT7nINJ7tobw9ZwDiY5E0UR9fX1nH+pVzKMX2s495KcTJgwAUeOHEFaWpr039ChQzFnzhykpaUhPDycc3B3ukKN7kmmli5dKqrVavGTTz4Rjx8/Lj7yyCOig4ODmJmZ2dOHRn3Y4sWLxc2bN4vp6enirl27xGnTpolOTk7SuHzllVdEFxcXceXKleKRI0fEW265RfTz8xMrKiqkn7Fw4UIxMDBQ3LBhg3jgwAFx/PjxYkJCgtjU1NRTvxb9SVVWVooHDx4UDx48KAIQ33jjDfHgwYPi+fPnRVHsuvE6ZcoUceDAgeLOnTvFnTt3igMGDBCnTZt2xX9f+vNpawxXVlaKixcvFnfs2CFmZGSImzZtEpOSksSAgACOYepx9913n+ji4iJu3rxZzM3Nlf6rqamR3sM5mOSsvTHMOZjk7Omnnxa3bt0qZmRkiIcPHxafeeYZUaFQiOvWrRNFkfMvyVtb45dzL/VGKSkp4sMPPyx9zTm4+zCYQuJ7770nhoSEiBqNRhwyZIi4ZcuWnj4k6uNmz54t+vn5iWq1WvT39xdnzpwpHjt2TPq+TqcTX3jhBdHX11e0sbERx44dKx45csTkZ9TW1oqLFi0S3d3dRTs7O3HatGliVlbWlf5VqA/YtGmTCMDiv/nz54ui2HXjtbi4WJwzZ47o5OQkOjk5iXPmzBFLS0uv0G9Jf2ZtjeGamhpx8uTJopeXl6hWq8Xg4GBx/vz5FuOTY5h6grVxC0D87LPPpPdwDiY5a28Mcw4mObvjjjukdQQvLy9xwoQJUiBFFDn/kry1NX4591JvZB5M4RzcfQRRFMUrlwdDRERERERERERERETUu7BnChERERERERERERERURsYTCEiIiIiIiIiIiIiImoDgylERERERERERERERERtYDCFiIiIiIiIiIiIiIioDQymEBERERERERERERERtYHBFCIiIiIiIiIiIiIiojYwmEJERERERERERERERNQGBlOIiIiIiIiIiIiIiIjawGAKERERERERERERERFRGxhMISIiIiIiIiIiIiIiagODKURERERERERERERERG34f3LlzG8Swt/MAAAAAElFTkSuQmCC", + "image/png": 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", "text/plain": [ "
" ] @@ -224,7 +232,7 @@ ], "source": [ "fig, axes=plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0})\n", - "axes[0].axvspan(1280, 1290+m, color=\"grey\", alpha=0.3, label=\"desired discords\")\n", + "axes[0].axvspan(1280, 1290+m, color=\"grey\", alpha=0.3, label=\"similar anomalies\")\n", "axes[0].axvspan(2400, 2400+m, color=\"grey\", alpha=0.3)\n", "axes[0].plot(T_p)\n", "axes[1].plot(T_n)\n", @@ -252,7 +260,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 37, "metadata": {}, "outputs": [ { @@ -301,7 +309,7 @@ "1 34.0 -8.0" ] }, - "execution_count": 9, + "execution_count": 37, "metadata": {}, "output_type": "execute_result" } @@ -313,7 +321,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 38, "metadata": {}, "outputs": [], "source": [ @@ -338,7 +346,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 39, "metadata": {}, "outputs": [ { @@ -386,20 +394,20 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 40, "metadata": {}, "outputs": [], "source": [ "MP_PP = stumpy.stump(T_p, m)\n", "motif_idx = np.argmin(MP_PP[:, 0])\n", - "motif_nn_idx = MP_PP[motif_idx, 1]\n", + "motif_nn_idx = MP_PP[motif_idx, 1] # idx of another motif of the pair\n", "discord_idx = np.argmax(MP_PP[:, 0])\n", - "discord_nn_idx = MP_PP[discord_idx, 1]" + "discord_nn_idx = MP_PP[discord_idx, 1] # idx of another discords of the pair" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 41, "metadata": {}, "outputs": [ { @@ -431,12 +439,12 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 42, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -454,9 +462,9 @@ "axis[0].axvspan(desired1_idx, desired1_idx+m, color=\"grey\", alpha=0.4)\n", "axis[1].axvspan(desired1_idx, desired1_idx+m, color=\"grey\", alpha=0.4)\n", "\n", - "axis[0].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5, label=\"motif\")\n", + "axis[0].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", "axis[1].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5)\n", - "axis[0].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2, label=\"motif_nn\")\n", + "axis[0].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", "axis[1].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2)\n", "axis[0].set_ylabel(\"T(+)\")\n", "axis[1].set_ylabel(\"Matrix Profile\")\n", From d209d1c78e1796748aa174d4f77758f2a1018c77 Mon Sep 17 00:00:00 2001 From: ken Date: Mon, 27 Mar 2023 20:49:20 +0900 Subject: [PATCH 11/14] fix md --- docs/Tutorial_Contrast_Profile2.ipynb | 75 +++++++-------------------- 1 file changed, 18 insertions(+), 57 deletions(-) diff --git a/docs/Tutorial_Contrast_Profile2.ipynb b/docs/Tutorial_Contrast_Profile2.ipynb index 613b5a682..a66329245 100644 --- a/docs/Tutorial_Contrast_Profile2.ipynb +++ b/docs/Tutorial_Contrast_Profile2.ipynb @@ -80,7 +80,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "You can see two presence of novel patterns(PVCs) as smilar anomalies. Those are target we try to find.\n", + "You can see two smilar anomalies. Those are targets we try to find.\n", "##### [1]. Matrix Profile with **the first half** of dataset (which has 1 anomaly behavior.)" ] }, @@ -91,8 +91,8 @@ "outputs": [], "source": [ "mp = stumpy.stump(T[:2000], m, normalize=False)\n", - "discord_idx = np.argmax(mp[:, 0]) # discords index\n", - "discord_nn_idx = mp[discord_idx, 1] # discords nearest neighborhood index" + "discord_idx = np.argmax(mp[:, 0]) # discord's index\n", + "discord_nn_idx = mp[discord_idx, 1] # discord's nearest neighborhood index" ] }, { @@ -133,7 +133,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can find clealy the discord by Matrix profile. It indicate the discord in Matrix profile by far.\n", + "In this case, the discord, indicated by matrix profile, is what we are looking for.\n", "##### [2]. Matrix Profile with **whole dataset** (which has 2 anomaly behaviors.)" ] }, @@ -188,58 +188,22 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Matrix profile indicates slided wrong place as discords. \n", - "Most important thing is Matrix profile also doesn't indicate remarkable distance for the discord. \n", - "=> Because similar anomalies are nearest neighbor relationship.\n", + "The discord discovered by matrix profile is not what are looking for. \n", + "Because the targets we are looking for are similar to each other, \n", + "they can be nearest neighbor of each other and hence their corresponding distance in matrix profile will be small. \n", + "Therefore, none of them will be detected via matrix profile\n", "\n", - "We find those similar anomalies from the dataset with those following specification.\n", - "- Those have close nearest neighbor in same data.\n", - "- Each those segment is far from its nearest neighbor in **zero-instance of interest** (data without anomaly).\n", + "To find the desirable anomalies, we should first understand what properties distinguish them from the other patterns. \n", + "- These two anomalies are similar to each other.\n", + "- They are dissimmilar to other (regular) patterns.\n", "\n", - "This is exactly the property we desire.\n", - "In other words, we need to prepare two following data.\n", - "- **𝐓(+)**: contains **at least two instances** that are unique to the phenomena of interest. (It also include regular, obvious patterns.)\n", - "- **𝐓(−)**: contains **zero instances of interest**. \n", + "We call these type of discoreds property (our interest) **Contrast**, and the vector that represents it the **Contrast Profile**. \n", + "This is the main concept behind the contrast matrix profile. \n", "\n", - "Take a look at the plot below to confirm the condictions.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": {}, - "outputs": [], - "source": [ - "T_p = df.values[:, 1] # T(+)\n", - "T_n = df.values[:, 0] # T(-)" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, axes=plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0})\n", - "axes[0].axvspan(1280, 1290+m, color=\"grey\", alpha=0.3, label=\"similar anomalies\")\n", - "axes[0].axvspan(2400, 2400+m, color=\"grey\", alpha=0.3)\n", - "axes[0].plot(T_p)\n", - "axes[1].plot(T_n)\n", - "axes[0].set_ylabel(\"T(+)\")\n", - "axes[1].set_ylabel(\"T(-)\")\n", - "axes[0].legend()\n", - "plt.show()" + "## Contrast Profile\n", + "To compute the contrast matrix profile, two time series data are needed as follows:\n", + "- **𝐓(+)**: contains **at least two instances** that are unique to the phenomena of interest. (It also include regular, obvious patterns.)\n", + "- **𝐓(−)**: contains **zero instances of interest**. \n" ] }, { @@ -250,9 +214,6 @@ "We call these type of discoreds property (our interest) **Contrast**, and the vector that represents it the **Contrast Profile**. \n", "\n", "## Loading the ECG data for Contrast Profile\n", - "We proposed to compute the Contrast Profile **only when we belive that the two following assumptions are likely to be true:**\n", - "- 𝐓(+): contains **at least two instances** that are unique to the phenomena of interest. \n", - "- 𝐓(−): contains **zero instances of interest**. \n", "\n", "We load two snippet T_pos: **T(+)** and T_neg: **T(-)**, Those are around 27-second snippet. \n", "Define index of desired instances on the purpose. " @@ -340,7 +301,7 @@ "## Visualizing the ECG snippets with desired instances.\n", "This dataset is ECG of 75-year-old male. \n", "According to the doctors that annotated this datasets. \n", - "there are two examples of PVC premature ventricular contractions. \n", + "there are two examples of premature ventricular contractions. \n", "Those are instances we desire to find.\n" ] }, From 0c06f4515de6d64af26d6c3a24546d2599f4393f Mon Sep 17 00:00:00 2001 From: ken Date: Thu, 20 Apr 2023 11:56:29 +0900 Subject: [PATCH 12/14] fix last fig, docs --- docs/Tutorial_Contrast_Profile2.ipynb | 102 ++++++++++++++++---------- 1 file changed, 64 insertions(+), 38 deletions(-) diff --git a/docs/Tutorial_Contrast_Profile2.ipynb b/docs/Tutorial_Contrast_Profile2.ipynb index a66329245..6061452c9 100644 --- a/docs/Tutorial_Contrast_Profile2.ipynb +++ b/docs/Tutorial_Contrast_Profile2.ipynb @@ -26,7 +26,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -52,7 +52,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -86,7 +86,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -97,7 +97,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -139,7 +139,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -150,7 +150,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -221,7 +221,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -270,7 +270,7 @@ "1 34.0 -8.0" ] }, - "execution_count": 37, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -282,7 +282,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -307,7 +307,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -322,14 +322,14 @@ } ], "source": [ - "fig, axis = plt.subplots(2, 1, gridspec_kw={\"hspace\":0})\n", - "axis[0].plot(T_p, linewidth=1)\n", - "axis[1].plot(T_n, linewidth=1)\n", - "axis[0].axvspan(desired0_idx, desired0_idx+m, color=\"grey\", alpha=0.4, label=\"desired instances\")\n", - "axis[0].axvspan(desired1_idx, desired1_idx+m, color=\"grey\", alpha=0.4)\n", - "axis[0].set_ylabel(\"T(+)\")\n", - "axis[1].set_ylabel(\"T(-)\")\n", - "axis[0].legend(loc=1)\n", + "fig, axes = plt.subplots(2, 1, gridspec_kw={\"hspace\":0})\n", + "axes[0].plot(T_p, linewidth=1)\n", + "axes[1].plot(T_n, linewidth=1)\n", + "axes[0].axvspan(desired0_idx, desired0_idx+m, color=\"grey\", alpha=0.4, label=\"desired instances\")\n", + "axes[0].axvspan(desired1_idx, desired1_idx+m, color=\"grey\", alpha=0.4)\n", + "axes[0].set_ylabel(\"T(+)\")\n", + "axes[1].set_ylabel(\"T(-)\")\n", + "axes[0].legend(loc=1)\n", "\n", "plt.show()" ] @@ -355,7 +355,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -368,7 +368,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -398,16 +398,24 @@ "plt.show()" ] }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Although not directly related to the purpose of this notebook, as you can see, the Matrix Profile can clearly discover motifs." + ] + }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 55, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -415,21 +423,35 @@ } ], "source": [ - "fig, axis = plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0.0})\n", - "axis[0].plot(T_p, linewidth=0.5)\n", - "axis[1].plot(MP_PP[:, 0], linewidth=0.5)\n", - "axis[0].axvspan(desired0_idx, desired0_idx+m, color=\"grey\", alpha=0.4, label=\"desired instances\")\n", - "axis[1].axvspan(desired0_idx, desired0_idx+m, color=\"grey\", alpha=0.4)\n", - "axis[0].axvspan(desired1_idx, desired1_idx+m, color=\"grey\", alpha=0.4)\n", - "axis[1].axvspan(desired1_idx, desired1_idx+m, color=\"grey\", alpha=0.4)\n", + "fig, axes = plt.subplots(4, 1, sharex=True, gridspec_kw={\"hspace\":0.0}, figsize=(20, 12))\n", + "axes[0].plot(T_p, linewidth=0.5)\n", + "axes[1].plot(T_p, linewidth=0.5)\n", + "axes[2].plot(MP_PP[:, 0], linewidth=0.5)\n", + "axes[3].plot(MP_PP[:, 0], linewidth=0.5)\n", + "\n", + "axes[0].axvspan(desired0_idx, desired0_idx+m, color=\"grey\", alpha=0.4, label=\"desired instances\")\n", + "axes[2].axvspan(desired0_idx, desired0_idx+m, color=\"grey\", alpha=0.4)\n", + "axes[0].axvspan(desired1_idx, desired1_idx+m, color=\"grey\", alpha=0.4)\n", + "axes[2].axvspan(desired1_idx, desired1_idx+m, color=\"grey\", alpha=0.4)\n", "\n", - "axis[0].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", - "axis[1].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5)\n", - "axis[0].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", - "axis[1].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2)\n", - "axis[0].set_ylabel(\"T(+)\")\n", - "axis[1].set_ylabel(\"Matrix Profile\")\n", - "axis[0].legend(loc=1)\n", + "axes[1].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", + "axes[3].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5)\n", + "axes[1].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", + "axes[3].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2)\n", + "\n", + "for i in [0, 1]:\n", + " axes[i].spines['left'].set_color('C0')\n", + " axes[i].spines['left'].set_linewidth(5)\n", + "for i in [2, 3]:\n", + " axes[i].spines['left'].set_color('C1')\n", + " axes[i].spines['left'].set_linewidth(5)\n", + "\n", + "axes[0].set_ylabel(\"T(+)\")\n", + "axes[1].set_ylabel(\"T(+)\")\n", + "axes[2].set_ylabel(\"Matrix Profile\")\n", + "axes[3].set_ylabel(\"Matrix Profile\")\n", + "axes[0].legend(loc=1)\n", + "axes[1].legend(loc=1)\n", "plt.show()" ] }, @@ -438,7 +460,11 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "While these two beats(desired instances) are similar, they are not as well conserved as normal beats." + "These discords discovered by Matrix Profile is far different from desired instance. \n", + "This phenomenon, as discussed above, is\n", + "> Because the targets we are looking for are similar to each other, \n", + "> they can be nearest neighbor of each other and hence their corresponding distance in matrix profile will be small. \n", + "> Therefore, none of them will be detected via matrix profile" ] } ], From 033ae5b98b1b2f5d6236cbade8bfee1ffad3c95f Mon Sep 17 00:00:00 2001 From: ken Date: Sun, 14 May 2023 22:20:09 +0900 Subject: [PATCH 13/14] fix docs, plots --- docs/Tutorial_Contrast_Profile2.ipynb | 95 ++++++++++++--------------- 1 file changed, 41 insertions(+), 54 deletions(-) diff --git a/docs/Tutorial_Contrast_Profile2.ipynb b/docs/Tutorial_Contrast_Profile2.ipynb index 6061452c9..5de0fa3d3 100644 --- a/docs/Tutorial_Contrast_Profile2.ipynb +++ b/docs/Tutorial_Contrast_Profile2.ipynb @@ -17,7 +17,7 @@ "Time series **motifs** refer to two particularly **close** subsequences, \n", "whereas time series **discords** indicate subsequences that are **far** from their nearest neighbors (**anomaly**). \n", "\n", - "If a dataset has similar **more than one discords**, we should know how those discords are calculated in Matrix Profile. \n", + "If a dataset has two similar subsequences that are far from the rest of subsequences, they may not be discovered as motif or discord by matrixprofile.\n", "\n", "Let's demonstrate it with ECG data in followoing condition . \n", "[1]. Matrix Profile on the first half of dataset which has **1 anomaly**. \n", @@ -26,7 +26,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -47,12 +47,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let's see the entire dataset in the begining." + "Let's see the entire dataset first." ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -86,7 +86,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -97,7 +97,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -139,7 +139,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -150,7 +150,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -215,13 +215,12 @@ "\n", "## Loading the ECG data for Contrast Profile\n", "\n", - "We load two snippet T_pos: **T(+)** and T_neg: **T(-)**, Those are around 27-second snippet. \n", - "Define index of desired instances on the purpose. " + "We load two snippet T_pos: **T(+)** and T_neg: **T(-)**, Those are around 27-second snippet. " ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -270,7 +269,7 @@ "1 34.0 -8.0" ] }, - "execution_count": 7, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -282,15 +281,14 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "T_n = ecg_df.iloc[:, 0].values # T(-)\n", "T_p = ecg_df.iloc[:, 1].values # T(+)\n", "\n", - "m = 128\n", - "desired0_idx, desired1_idx = 550, 2030" + "m = 128" ] }, { @@ -300,14 +298,14 @@ "source": [ "## Visualizing the ECG snippets with desired instances.\n", "This dataset is ECG of 75-year-old male. \n", - "According to the doctors that annotated this datasets. \n", - "there are two examples of premature ventricular contractions. \n", - "Those are instances we desire to find.\n" + "According to the doctors that annotated this datasets, \n", + "there are two examples of premature ventricular contractions, with start index of 580 and 2030 (see figure below).. \n", + "Those are the two instances we would like to discover.\n" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -322,6 +320,8 @@ } ], "source": [ + "desired0_idx, desired1_idx = 550, 2030\n", + "\n", "fig, axes = plt.subplots(2, 1, gridspec_kw={\"hspace\":0})\n", "axes[0].plot(T_p, linewidth=1)\n", "axes[1].plot(T_n, linewidth=1)\n", @@ -339,7 +339,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "[Upper Fig] : T(+) contains at least two instances that are of our interest. Signals on grey area are two \"desired instances\" which are similar. \n", + "[Top Fig] : T(+) contains at least two instances that are of our interest. Signals on grey area are two \"desired instances\" which are similar. \n", "\n", "[Bottom Fig] : T(-) looks clean, much more regular repeated pattern. Because T(-) has to be **zero instances of interest**." ] @@ -355,7 +355,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -368,12 +368,12 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 32, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -384,13 +384,14 @@ ], "source": [ "fig, axes = plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0.0})\n", + "motif_style= {\"color\":\"C2\", \"linestyle\":\"dashed\", \"linewidth\": 3}\n", + "\n", "axes[0].plot(T_p, linewidth=1)\n", "axes[1].plot(MP_PP[:, 0], linewidth=1)\n", - "\n", "axes[0].axvspan(motif_idx, motif_idx+m, color=\"C2\", alpha=0.5, label=\"motif\")\n", - "axes[1].axvspan(motif_idx, motif_idx+m, color=\"C2\", alpha=0.5)\n", + "axes[1].axvline(motif_idx, **motif_style)\n", "axes[0].axvspan(motif_nn_idx, motif_nn_idx+m, color=\"C2\", alpha=0.2, label=\"motif_nn\")\n", - "axes[1].axvspan(motif_nn_idx, motif_nn_idx+m, color=\"C2\", alpha=0.2)\n", + "axes[1].axvline(motif_nn_idx, alpha=0.5, **motif_style)\n", "axes[0].set_ylabel(\"T(+)\")\n", "axes[1].set_ylabel(\"Matrix Profile\")\n", "axes[0].legend(loc=1)\n", @@ -403,19 +404,19 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Although not directly related to the purpose of this notebook, as you can see, the Matrix Profile can clearly discover motifs." + "As shown in this figure, the motifs discovered by the matrix profile (of `T_p`) does not reveal our two desirble subsequences, the ones that were shown in the previous figure. " ] }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 39, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -423,33 +424,19 @@ } ], "source": [ - "fig, axes = plt.subplots(4, 1, sharex=True, gridspec_kw={\"hspace\":0.0}, figsize=(20, 12))\n", + "fig, axes = plt.subplots(2, 1, sharex=True, gridspec_kw={\"hspace\":0.2}, figsize=(20, 6))\n", "axes[0].plot(T_p, linewidth=0.5)\n", "axes[1].plot(T_p, linewidth=0.5)\n", - "axes[2].plot(MP_PP[:, 0], linewidth=0.5)\n", - "axes[3].plot(MP_PP[:, 0], linewidth=0.5)\n", - "\n", - "axes[0].axvspan(desired0_idx, desired0_idx+m, color=\"grey\", alpha=0.4, label=\"desired instances\")\n", - "axes[2].axvspan(desired0_idx, desired0_idx+m, color=\"grey\", alpha=0.4)\n", - "axes[0].axvspan(desired1_idx, desired1_idx+m, color=\"grey\", alpha=0.4)\n", - "axes[2].axvspan(desired1_idx, desired1_idx+m, color=\"grey\", alpha=0.4)\n", - "\n", - "axes[1].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", - "axes[3].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5)\n", - "axes[1].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", - "axes[3].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2)\n", "\n", - "for i in [0, 1]:\n", - " axes[i].spines['left'].set_color('C0')\n", - " axes[i].spines['left'].set_linewidth(5)\n", - "for i in [2, 3]:\n", - " axes[i].spines['left'].set_color('C1')\n", - " axes[i].spines['left'].set_linewidth(5)\n", + "axes[0].axvspan(discord_idx, discord_idx+m, color=\"C1\", alpha=0.5, label=\"discord\")\n", + "axes[0].axvspan(discord_nn_idx, discord_nn_idx+m, color=\"C1\", alpha=0.2, label=\"discord_nn\")\n", + "axes[1].axvspan(desired0_idx, desired0_idx+m, color=\"grey\", alpha=0.4, label=\"desired instances\")\n", + "axes[1].axvspan(desired1_idx, desired1_idx+m, color=\"grey\", alpha=0.4)\n", "\n", "axes[0].set_ylabel(\"T(+)\")\n", "axes[1].set_ylabel(\"T(+)\")\n", - "axes[2].set_ylabel(\"Matrix Profile\")\n", - "axes[3].set_ylabel(\"Matrix Profile\")\n", + "axes[0].set_title(\"The discord and its nearest neighbor discovered by the matrix profile\")\n", + "axes[1].set_title(\"The desirbale subsequences of our interest\")\n", "axes[0].legend(loc=1)\n", "axes[1].legend(loc=1)\n", "plt.show()" @@ -462,9 +449,9 @@ "source": [ "These discords discovered by Matrix Profile is far different from desired instance. \n", "This phenomenon, as discussed above, is\n", - "> Because the targets we are looking for are similar to each other, \n", - "> they can be nearest neighbor of each other and hence their corresponding distance in matrix profile will be small. \n", - "> Therefore, none of them will be detected via matrix profile" + "Because the targets we are looking for are similar to each other, \n", + "they can be nearest neighbor of each other and hence their corresponding distance in matrix profile will be small. \n", + "Therefore, none of them will be detected via matrix profile" ] } ], From 5407968e2a68158ab5c936157a1b553d2503a9ad Mon Sep 17 00:00:00 2001 From: ken Date: Wed, 14 Jun 2023 18:22:18 +0900 Subject: [PATCH 14/14] [ADD] notebook version3 --- docs/Tutorial_Contrast_Profile2.ipynb | 12 +- ...orial_Contrast_Profile3_introduction.ipynb | 226 ++++++++++++++++++ 2 files changed, 232 insertions(+), 6 deletions(-) create mode 100644 docs/Tutorial_Contrast_Profile3_introduction.ipynb diff --git a/docs/Tutorial_Contrast_Profile2.ipynb b/docs/Tutorial_Contrast_Profile2.ipynb index 5de0fa3d3..2066afe91 100644 --- a/docs/Tutorial_Contrast_Profile2.ipynb +++ b/docs/Tutorial_Contrast_Profile2.ipynb @@ -5,7 +5,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Novel Time Series Primitive that Allows Real World Classification\n", + "# Novel Time Series Primitive that Allows Real World Classification\n", "\n", "## Contrast Profile\n", "\n", @@ -17,7 +17,7 @@ "Time series **motifs** refer to two particularly **close** subsequences, \n", "whereas time series **discords** indicate subsequences that are **far** from their nearest neighbors (**anomaly**). \n", "\n", - "If a dataset has two similar subsequences that are far from the rest of subsequences, they may not be discovered as motif or discord by matrixprofile.\n", + "If a dataset has two similar subsequences that are far from the rest of subsequences, they may not be discovered as motif or discord by matrix profile.\n", "\n", "Let's demonstrate it with ECG data in followoing condition . \n", "[1]. Matrix Profile on the first half of dataset which has **1 anomaly**. \n", @@ -26,7 +26,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -52,7 +52,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -86,7 +86,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -97,7 +97,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 4, "metadata": {}, "outputs": [ { diff --git a/docs/Tutorial_Contrast_Profile3_introduction.ipynb b/docs/Tutorial_Contrast_Profile3_introduction.ipynb new file mode 100644 index 000000000..5b909cc48 --- /dev/null +++ b/docs/Tutorial_Contrast_Profile3_introduction.ipynb @@ -0,0 +1,226 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Novel Time Series Primitive that Allows Real World Classification - Contrast Profile" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import stumpy\n", + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "plt.style.use('https://raw.githubusercontent.com/TDAmeritrade/stumpy/main/docs/stumpy.mplstyle')" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "\n", + "## Introduction\n", + "\n", + "The tutorial is adapted from the [Matrix Profile XXIII paper](https://www.cs.ucr.edu/~eamonn/ContrastProfile_V048_names.pdf). \n", + "\n", + "Subsequence’s distance to its nearest neighbor within the same \n", + "dataset can be represented by the [Matrix Profile](https://stumpy.readthedocs.io/en/latest/Tutorial_The_Matrix_Profile.html). \n", + "\n", + "By naively using `stmpy.stump`, you can discover **motifs** and **discords**. \n", + "Time series **motifs** refer to two particularly **close** subsequences, \n", + "whereas time series **discords** indicate subsequences that are **far** from their nearest neighbors. \n", + "\n", + "So, let's consider the case of finding a specific similar subsequences (in gray) from data like the one shown in the figure below." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv(\"ECG_demo.csv\", index_col=0).astype(float)\n", + "T = df.values[:, 1]\n", + "m = 128 # window size as an example\n", + "idx_sp0, idx_sp1 = 1280, 2400 # similar subsequences indices" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(20, 3))\n", + "plt.plot(T)\n", + "plt.axvspan(idx_sp0, idx_sp0+m, color=\"grey\", alpha=0.3, label=\"similar subsequences\")\n", + "plt.axvspan(idx_sp1, idx_sp1+m, color=\"grey\", alpha=0.3)\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finding those similar subsequences as top-discord is difficult because these two are similar.\n", + "However these two above might be finded as top-motif thanks to its apparent similarity. \n", + "Let's calculate the top10-motif using `stumpy.stump` and `stumpy.motifs`.\n", + "\n", + "As a point of caution: [ When calculate `stumpy.stump`, those subsequences we want to find have clear characteristics in their size(scale), \n", + "so we calculate with `normalize=False`, which is True as the default in `stumpy.stump`. ]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "mp = stumpy.stump(T, m, normalize=False) # calculate matrix profiel\n", + "motifs = stumpy.motifs(T, mp[:, 0]) # find top10-motifs" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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MmzYNubm5WLFiBSXBhDeUABNCCFGYyMhIpKSkwMjICC4uLpW2a9asGZo3b46SkhIEBwcrMUKiKNLkVyo7OxudOnVCdnY2t42SYMIXSoAJIYQojHT2B1dXV+jo6LyzLZVB1C4bNmyQuS8Wi1FUVFRuKsy32xGiDJQAE0IIUZiKVn+rjDQBDggIkMt84YRfvr6+MDExkVnyvuzvVUNDA0ZGRvjtt9/4CI+oOUqACSGEKERCQgLu3LkDDQ0NbrGLd+natStMTEzw5s0bXL9+XQkREkUaPnw4rl69Cm1t7QqXuJZIJMjOzsb8+fMxceJE/PXXX3j9+jUPkRJ1RAkwIYQQhZAOfnN2dq7SipFaWlpwc3MDQGUQtcHRo0fRvXt3FBUVoaSkpNzj0hlBXr58if3792PMmDGwtLREx44dsXTpUoSEhKCoqEjZYRM1QQkwIYQQhZAmsYMGDaryc6RlELQscs03adIkZGRklCt7kJIuQ6Crq4uFCxeiTZs2YIwhMjIS69atQ8+ePVG3bl0MGjQIO3fuxOPHj0FLFxB5oQRYgSQSCUpKSpR2+9BlhSvi7e2NIUOGfNQ+Ll++DIFAgIyMDADA/v37YWJi8tGxKULDhg2xbds2vsMgpNbIycnBxYsXAVSt/lfK3d0dGhoaiI6OxvPnzxUVHlGCb775ptw2LS0tmZpgAFi6dCl++OEH3LlzBy9fvsSBAwcwZswYmJubIycnB//88w9mz54Ne3t7NG7cGF9++SVOnDjB/W0h5EPwmgDv3r0bbdq0gbGxMYyNjeHs7IyzZ89yjzPGsGrVKtjY2EBPTw89e/bEvXv3ZPZRWFiI2bNnw8zMDAYGBhg0aBCSkpJk2qSnp2P8+PEQiUQQiUQYP368wt84EokEr1+/RkpKitJur1+/llsSvH37duzfv/+j9tGlSxckJydDJBLJJSZCSM0RHByMoqIiNGnSBC1atKjy80xNTdG1a1cA1Atc0y1fvhyrV6/m7gsEAty8eRNGRkbcttWrV2P58uXcfWtra3z++ef4448/kJKSglu3bmHdunXo1asXtLS0EB8fjz179mDYsGEwMzND165d8d133yEiIqLCMgtCKsNrAly/fn2sX78eN2/exM2bN9G7d28MHjyYS3I3btyILVu2YOfOnbhx4wasrKzQr18/mTkE582bBz8/Pxw+fBihoaHIycmBp6enzFcuY8aMQVRUFAIDAxEYGIioqCiMHz9eoecmkUhQXFwMoVAIbW1thd+EQiGKi4vllgCLRKKP7q3V1taGlZVVpSs/fQiqByOkZqjK6m+VoTKI2mP58uVo06YNAMDDwwOOjo7Ys2cPDAwMyiW/b9PQ0ED79u2xePFiXLx4Ef/99x/OnDmD2bNno3nz5hCLxQgLC8OqVavg7OwMc3NzDB8+HL/++isSEhKUdYqkpmIqpk6dOmzv3r1MIpEwKysrtn79eu6xgoICJhKJ2M8//8wYYywjI4NpaWmxw4cPc21evHjBNDQ0WGBgIGOMsfv37zMALCIigmsTHh7OALDY2Ngqx5WZmckAsMzMzHKP5efns/v377P8/HxuW3FxMUtMTGSvXr1ib968Ufjt1atXLDExkRUXF1f5nI4dO8YcHR2Zrq4uMzU1ZX369GE5OTmMMcYmTJjABg8ezLV1cXFhs2bNYnPnzmUmJibMwsKC7dmzh+Xk5DBvb29maGjIGjduzAICArjnXLp0iQFg6enpjDHGfH19mUgk4h5/8uQJGzRoELOwsGAGBgasY8eO7Ny5czIx2tnZMR8fHzZhwgRmbGzMPv/882qfi4uLC5s7d65M+8GDB7MJEybIHGf16tVs9OjRzMDAgFlbW7MdO3bIPGflypXM1taWaWtrM2trazZ79mzuscLCQrZo0SJmY2PD9PX1WadOndilS5dknu/r68tsbW2Znp4eGzJkCNu0aZPMz+PtnzljjM2dO5e5uLhw9yUSCduwYQNr1KgR09XVZW3atGHHjh3jHpf+zM+fP886dOjA9PT0mLOzc7nX+qlTp1iHDh2Yjo4Oq1u3Lhs6dGiVzyU+Pp55enoyExMTpq+vzxwcHJi/v//bvxLGWMXvDVL7lZSUMHNzcwaAXbhwodrPl163tbW1WXZ2tgIiJMpSUFDAjIyMGAD277//ynXf8fHx7JdffmHDhg1jJiYmDIDMrXnz5mz27NnszJkz9DpSI+/K18pSmRpgsViMw4cPIzc3F87OzoiLi0NKSgr69+/PtdHR0YGLiwvCwsIAlK4wVFxcLNPGxsYGjo6OXJvw8HCIRCJ07tyZa+Pk5ASRSMS1qUhhYSGysrJkbrVJcnIyRo8ejUmTJuHBgwe4fPkyvLy83jnA4MCBAzAzM8P169cxe/ZsTJ8+HcOHD0eXLl1w69YtuLq6Yvz48cjLy6tSDDk5OfDw8MD58+dx+/ZtuLq6YuDAgeU+uf/www9wdHREZGRkhb0FH3IuFfnhhx/Qpk0b3Lp1C0uWLMH8+fNx7tw5AMDff/+NrVu3Ys+ePXj8+DFOnjyJ1q1bc8+dOHEi/v33Xxw+fBh3797F8OHD4ebmhsePHwMArl27hkmTJmHGjBmIiopCr169sGbNmmrFBwDffvstfH19sXv3bty7dw/z58/HuHHjEBISItNu2bJl2Lx5M27evAlNTU1MmjSJe8zf3x9eXl4YMGAAbt++jQsXLqBjx45VPpeZM2eisLAQV65cQXR0NDZs2ABDQ8Nqnwupva5fv47Xr19DJBKhe/fu1X5+ixYt0LhxYxQVFeH8+fMKiJAoy7lz55CdnY169erByclJrvu2s7PDlClT8Pfff+P169cIDw/HqlWr0KVLF2hoaODhw4f48ccf4enpCVNTU/Tu3Rvr16/H7du35TpmhtRQSknH3+Hu3bvMwMCACYVCJhKJuJ6kf//9lwFgL168kGk/ZcoU1r9/f8YYY3/88QfT1tYut89+/fqxqVOnMsYY+/7771mzZs3KtWnWrBlbu3ZtpXGtXLmy3KdJ1KIe4MjISAaAxcfHV/h4RT3A3bp14+6XlJQwAwMDNn78eG5bcnIyA8DCw8MZY+/vAa6Ig4MD+/HHH7n7dnZ2bMiQIR91LlXtAXZzc5NpM3LkSObu7s4YY2zz5s3M3t6eFRUVldv/kydPmEAgKPda7dOnD1uyZAljjLHRo0dXuP/q9ADn5OQwXV1dFhYWJtNm8uTJbPTo0Ywx2R5gKX9/fwaAe306OzuzsWPHljuPqp5L69at2apVqyp8/tuoB1g9LVmyhAFgo0aN+uB9zJkzhwFgkydPlmNkRNkmTJjAALA5c+Yo9bjp6ens+PHjbOrUqczOzq7c33ILCws2duxYduDAAZacnKzU2Ihi1Zge4ObNmyMqKgoRERGYPn06JkyYgPv373OPv107xhh7bz3Z220qav++/SxZsgSZmZncLTExsaqnVCO0bdsWffr0QevWrbmaqfT09Hc+R1rHBQBCoRB169aV6QW1tLQEAKSmplYphtzcXHz99ddwcHCAiYkJDA0NERsbW64HuGzvpLzOpSLOzs7l7j948ABA6YTu+fn5aNy4MaZMmQI/Pz9uwMWtW7fAGIO9vT0MDQ25W0hICJ4+fQoAePDgQYX7r4779++joKAA/fr1kznOwYMHueNIlf1dWVtbA/jf7yUqKgp9+vSp8BhVOZc5c+ZgzZo16Nq1K1auXIm7d+9W6zxI7Ved1d8qI33umTNnqLeuhioqKsKpU6cAAJ999plSj21iYgIvLy/s2bMHcXFxXG/wwIEDYWBggNTUVPzxxx+YMGECrK2t0bZtW3z99dc4f/48CgoKlBor4Uf5pVmUTFtbG02bNgVQmujcuHED27dv56ZPSUlJ4f6AA6V/xKWJlpWVFYqKipCeno46derItOnSpQvX5tWrV+WO+/r1a24/FdHR0XnvuvU1mVAoxLlz5xAWFobg4GD8+OOPWLZsGa5du4ZGjRpV+BwtLS2Z+wKBQGab9ANFVf9YLVq0CEFBQdi0aROaNm0KPT09fPbZZ+UGuhkYGHzUuWhoaJQrhyguLq5SjNJzsrW1xcOHD3Hu3DmcP38eM2bMwA8//ICQkBBIJBIIhUJERkaWm95HWhrw9vEr8r44pT9Xf39/1KtXT6bd26/Vd/1e9PT0Ko2hKufyxRdfwNXVFf7+/ggODsa6deuwefNmzJ49+73nSGq/uLg4xMTEQCgUwt3d/YP306NHDxgaGuLVq1eIjIzEp59+KscoiTJcuHABGRkZsLKy4v4m80EgEMDe3h729vaYNWsWioqKEB4ejqCgIAQHByMyMhJ3797F3bt38cMPP0BPTw8uLi7o378/XF1d0bJlS7kO5iaqgfce4LcxxlBYWIhGjRrBysqKq8EESj9NhoSEcG+kDh06QEtLS6ZNcnIyYmJiuDbOzs7IzMyUWVbz2rVryMzM5PUNqQoEAgE3hczt27ehra0NPz8/pR3/6tWr8Pb2xtChQ9G6dWtYWVkhPj7+g/b1rnMxNzdHcnIy11YsFiMmJqbcPiIiIsrdLzt9k56eHgYNGoQdO3bg8uXLCA8PR3R0NNq3bw+xWIzU1FQ0bdpU5mZlZQUAcHBwqHD/Zb0dJ1DaWyvl4OAAHR0dJCQklDuOra1tlX9Wbdq0wYULFyp8rCrnApR+IJDOxfnVV1/h119/rfLxSe0m7f3t1q2bTMdEdWlra8PV1RUAzQZRU/39998AAC8vr3IfqPmkra0NFxcXrF27Fjdv3kRqair+/PNPrjc4Pz8fgYGBWLBgAVq1aoUGDRpg8uTJOHLkCNLS0vgOn8gJrwnw0qVLcfXqVcTHxyM6OhrLli3D5cuXMXbsWAgEAsybNw9r166Fn58fYmJi4O3tDX19fYwZMwZA6VRdkydPxldffYULFy7g9u3bGDduHFq3bo2+ffsCAFq2bAk3NzdMmTIFERERiIiIwJQpU+Dp6YnmzZvzefq8unbtGvfmT0hIwIkTJ/D69Wu0bNlSaTE0bdoUJ06cQFRUFO7cuYMxY8Z80Fed7zuX3r17w9/fH/7+/oiNjcWMGTMqnAf633//xcaNG/Ho0SP89NNPOHbsGObOnQugdBGPffv2ISYmBs+ePcOhQ4egp6cHOzs72NvbY+zYsfj8889x4sQJxMXF4caNG9iwYQMCAgIAlJYNBAYGcvvfuXMnAgMDZY7fu3dv3Lx5EwcPHsTjx4+xcuVKmUTdyMgICxcuxPz583HgwAE8ffoUt2/fxk8//YQDBw5U+ee1cuVK/PXXX1i5ciUePHiA6OhobNy4EQCqdC7z5s1DUFAQ4uLicOvWLVy8eFGprxui2uRR/iAl3Qcti1zzFBcX4+TJkwBKS8hUmbm5OUaPHo39+/fjxYsXuHv3LjZt2oR+/fpBR0cHSUlJ+O233zBq1CiYm5ujU6dOWL58Oa5evfrebxN9fHxgaGiIY8eOAShdHtrQ0BA+Pj7KODXyLootRX63SZMmMTs7O6atrc3Mzc1Znz59WHBwMPe4RCJhK1euZFZWVkxHR4f16NGDRUdHy+wjPz+fzZo1i5mamjI9PT3m6enJEhISZNqkpaWxsWPHMiMjI2ZkZMTGjh3LDcyqqg+dBu3ly5fs1atXCr+9fPmyWoPg7t+/z1xdXZm5uTnT0dFh9vb2MoPPKhoE9/ZAMjs7O7Z161aZbQCYn58fY+z9g+Di4uJYr169mJ6eHrO1tWU7d+4sd5yKjlHdcykqKmLTp09npqamzMLCgq1bt67CQXDfffcdGzFiBNPX12eWlpZs27Zt3ON+fn6sc+fOzNjYmBkYGDAnJyeZgWZFRUVsxYoVrGHDhkxLS4tZWVmxoUOHsrt373Jt9u3bx+rXr8/09PTYwIEDy02DxhhjK1asYJaWlkwkErH58+ezWbNmlZsGbfv27ax58+ZMS0uLmZubM1dXVxYSElLhz5wxxm7fvs0AsLi4OG7b8ePHWbt27Zi2tjYzMzNjXl5eVT6XWbNmsSZNmjAdHR1mbm7Oxo8fz968eVPh74YGwamXzMxMpqWlxQCwhw8ffvT+Xr16xQQCAQPAkpKS5BAhUZbg4GAGgJmbm7OSkhK+w/lgeXl5LCgoiC1YsIA5OjqWG0xnZGTEBg8ezH766Sf25MkTmeeuXr2aa2diYsKio6NlpmtbvXo1T2dVu1V1EJyAMVpYuyqysrIgEomQmZkJY2NjmccKCgoQFxeHRo0aQVdXF8D/VoKraq2pPGhpacHc3FxmrXWiuvbv34958+bV6uU8K3pvkNrr2LFjGDFiBJo3b47Y2Fi57NPZ2RkRERHYs2cPpk6dKpd9EsWbNm0afvnlF0ybNg0///wz3+HIzYsXL3Du3DkEBQXh3Llz5UoiGjduDFdXV2RkZOCvv/7itksXxSoqKpJZqOt9i4GQ6ntXvlYW74PgaisNDQ2Ym5srdfSyhoYGJb+EEN7Is/xBauDAgYiIiMA///xDCXANUVJSwo3BUPbsD4pWr149eHt7w9vbGxKJBLdu3UJwcDCCg4Px77//4tmzZ9i9e3e554nFYhQXF8skvwCwYcMGSoB5QtmSAmloaEBTU1NpN0p+CSF8KSkpgb+/PwD5JsDSZZHPnz9f5UV2CL+uXLmC169fo27dunBxceE7HIXR0NBAx44dsXTpUly+fBn//fcfTp8+jZkzZ8oMGpaSTp0JlPYIm5iYwNfXV5khkzIoYyKEJ97e3rW6/IGol/DwcPz333+oU6eOXGfYad26NWxtbVFQUIBLly7Jbb9EcaSzPwwZMqTc9Jm1mZGREQYOHIidO3ciOTkZZ8+ehZaWVoVTqAkEApw5c0blBwjWZpQAE0II+WjS8gcPDw9oasqvuk4gENBsEDWIWCzGiRMnAKj+7A+KdPToUYwePRoSiaTCeeBLSkrQrVs3DBgwoNYttFVTUAJMCCHkoymi/ldKWgZx5syZKi0qQ/jz77//4tWrV6hTpw569+7Ndzi8mTRpEjIyMmRqfiv6YBgQEIDGjRtj4sSJ3MqjRDkoAZYjujATIoveE+rhyZMniI2NhaamJtzc3OS+/169ekFfXx8vXrzAnTt35L5/Ij/S8ofBgwerVfnD26Sr2UoJhUJoaWmVWxCkUaNGKCkpwf79++Hg4IChQ4fi2rVrygxVbVECLAfSNzkN0CBElvQ9oc5/CNWBtPfXxcUFIpFI7vvX1dVFv379ZI5FVI9EIsHx48cB1L7ZH6pr+fLlWL16NXff2NgYN27cgJGREbdt9erVePbsGSIiIjB06FAAwMmTJ+Hk5IRevXohKCiIOhEUiKZBkwPpaM7U1FQAgL6+Pq0bTtQaYwx5eXlITU2FiYmJSi2DSuTv9OnTABRT/iDl6emJU6dO4cyZMzRtlIoKDw/Hy5cvYWxszK3Gqs6kr9MNGzZgz549aNWqFfbs2YNJkybhm2++4R7v3LkzTpw4gQcPHuCHH37AoUOHcPnyZVy+fBnt2rXD4sWLMWzYMLnW1hOAFsKoovdNrMwYQ0pKCo3qJ6QMExMTWFlZ0QfCWiw9PR3m5uYQi8V4+vQpGjdurJDjJCcnw8bGBgCQkpICS0tLhRyHfLj58+dj27ZtGDduHA4dOsR3ODVWYmIitm7dil9++QW5ubkAgCZNmmDRokWYMGECLSr0HlVdCIMS4Cqq6g9UOtk1Iequono3Uvv89ddfGDNmDBwcHHDv3j2FHuvTTz/FzZs3sW/fPkyaNEmhxyLVI5FIYGdnh6SkJJw6dQqDBg3iO6QaLy0tDT/99BN27NjBrThnaWmJ+fPn48svv1RIuVFtQCvB8UQoFNIffUKI2lDk7A9v8/T0xM2bN3HmzBlKgFXMjRs3kJSUBENDQ/Tv35/vcGqFunXrYsWKFfjqq6+wb98+bNq0CYmJiVi8eDHWrl2LGTNmYO7cuRUuukHejwbBEUII+SDFxcU4e/YsACilx0+aZAcHB6OwsFDhxyNVJ539YeDAgfQVvZwZGBhgzpw5ePr0KQ4cOAAHBwdkZWVh/fr1aNiwIaZPn46nT5/yHWaNQwkwIYSQDxIaGoqMjAyYmZmhc+fOCj9e+/btYWNjg9zcXFy+fFnhxyNVwxjDsWPHANDsD4qkpaWFzz//HNHR0Th16hScnJxQWFiIn3/+Gfb29hg9ejSioqL4DrPGoASYEELIB5GWPwwYMEAppV8CgQADBgwAULooBlENkZGReP78OfT19RUyDzSRpaGhgUGDBiEsLAwhISFwd3eHRCLB4cOH0b59e7i7uyMkJISmUHsPSoAJIYRUG2NMqfW/UtJj0apwqkNa/uDp6Ql9fX2eo1EfAoEAPXr0QEBAAKKiojBmzBhoaGggMDAQPXv2RJcuXXDy5ElIJBK+Q1VJlAATQgiptocPH+LJkyfQ1tZW6qCnPn36QFdXF/Hx8QqfdYK8H2OMS4Cp/IE/bdu2xR9//IHHjx9j+vTp0NHR4RbYaNWqFfbv34+ioiK+w1QplACrGB8fHxgaGnL1VEePHoWhoSF8fHx4jowQQv5H2vvbq1cvmdWtFE1fXx+9e/cGQGUQquDOnTt4+vQp9PT04O7uznc4aq9x48bYtWsXnj9/jqVLl0IkEiE2NhYTJ05EkyZNsG3bNuTk5PAdpkqgBFiF+Pj4YMWKFcjNzcXUqVMRExODadOmITc3FytWrKAkmBCiMvgof5AqWwZB+CXtrHF3d4ehoSHP0RApS0tLfP/990hISMDGjRthZWWFpKQkzJ8/H3Z2dli1ahXevHnDd5i8ooUwqqiqEyt/KGnyKyUUCqGtrY2ioiKIxWJu++rVq2kZUEIIr9LS0mBhYQGJRIL4+HjY2dkp9fiJiYlo0KABNDQ08OrVK5iZmSn1+KQUYwzNmzfH48eP8eeff2L06NF8h0QqUVBQgEOHDmHjxo148uQJgNJvU6ZMmYIFCxagQYMGPEcoP1XN16gHWEVs2LBB5r50RbmyyW9F7UjNR2UvpKYJCAiARCJBmzZtlJ78AoCtrS3atm0LiUTCzUNMlC8mJgaPHz+Gjo4OPD09+Q6HvIOuri6mTJmC2NhYHD16FO3bt0deXh62b9+OJk2awNvbG/fv3+c7TKXiNQFet24dPv30UxgZGcHCwgJDhgzBw4cPZdp4e3tDIBDI3JycnGTaFBYWYvbs2TAzM4OBgQEGDRqEpKQkmTbp6ekYP348RCIRRCIRxo8fj4yMDEWfYpX5+vrCxMREZiqhkpIS7v9CoRAmJibw9fXlIzyiIFT2QmoiPssfpKgMgn/SwW9ubm5KrQMnH04oFGL48OGIjIxEcHAwevfujZKSEhw4cACtWrXCkCFDEBERwXeYysF45Orqynx9fVlMTAyLiopiAwYMYA0aNGA5OTlcmwkTJjA3NzeWnJzM3dLS0mT28+WXX7J69eqxc+fOsVu3brFevXqxtm3bspKSEq6Nm5sbc3R0ZGFhYSwsLIw5OjoyT0/PKseamZnJALDMzMyPP/FKREdHMz09PSYUChkA7qapqcn09PRYTEyMwo5NlG/16tUyv2ehUFjh73/16tV8h0oIp7CwkBkZGTEALCIigrc4IiIiGABmbGzMCgsLeYtDnTk4ODAA7NChQ3yHQj7CtWvXmJeXFxMIBNzfHRcXF3b27FkmkUj4Dq/aqpqvqVQN8OvXr2FhYYGQkBD06NEDQGkPcEZGBk6ePFnhczIzM2Fubo5Dhw5h5MiRAICXL1/C1tYWAQEBcHV1xYMHD+Dg4ICIiAhutaKIiAg4OzsjNjYWzZs3f29s0pqStLQ0hdQAHzt2DNOnT0dOTk65sgeg9FObkZERdu/eTVPN1BIikQh5eXky24RCYbnfv76+PjIzM5UZGiGVunDhAtzc3GBpaYmEhARoaPDzRaJEIoGtrS1SU1MRHByMXr168RKHurp//z7atm0LLS0tJCcnQyQS8R0S+UixsbHYvHkz/vjjDxQXFwMA2rRpg6+//hrDhg2DpqYmzxFWTVZWFurWrfveGmCVOhvpH3lTU1OZ7ZcvX4aFhQVMTEzg4uKC77//HhYWFgBKV6ApLi6WmYfSxsYGjo6OCAsLg6urK8LDwyESiWSW6nRycoJIJEJYWFiFCXBhYaHMWvNZWVkAgFevXpVLWuRh8uTJyM/Pl9kmEAi4id7FYjEyMjIwadIkdOvWTe7HJ8q3efNmLF68WOZDT9nkVygUwtDQEOvXr0dKSgpfYRIi4+jRowBKpz9LTU3lNZaePXvi6NGjOHr0KFq2bMlrLOrm4MGDAIAePXogPz+/3N8vUvOYmJjAx8cHM2bMwK+//oo//vgDd+/exbhx47B06VJ8+eWX+Oyzz6Cnp8d3qO+UnZ1dpXYqkwAzxrBgwQJ069YNjo6O3HZ3d3cMHz4cdnZ2iIuLw/Lly9G7d29ERkZCR0cHKSkp0NbWRp06dWT2Z2lpySUNKSkpXMJcloWFRaWJxbp16/Ddd9+V2y6dnUHe5syZIzPATSgUQktLCwUFBeXaKeL4RPm8vLzQsmVLuLm5Vdjrr6mpidOnT6NFixY8REdIeYwxnDt3DkBp3Sff1yI3NzccPXoUFy5cwJo1ayAQCHiNR50EBAQAAAYNGsT764DIl52dHdasWYOvvvoKvr6++PXXX5GQkIClS5diy5YtmDp1Kry9vVW217+qy7KrTAI8a9Ys3L17F6GhoTLbpWUNAODo6IiOHTvCzs4O/v7+8PLyqnR/jDGZi2FFF8a325S1ZMkSLFiwgLuflZUFW1tbCIVChax5v2jRIggEAqxfvx4AYGhoCH9/f7i7u3OfZqysrDBjxgyFHJ8o38mTJ7FgwYJyH3KkCgsL4erqip07d2LIkCHKDY6QCjx48ACJiYnQ0dFBr169eL8W9erVC9ra2oiLi0NcXByaNWvGazzq4vHjx3jw4AE0NTUxYMAA3l8HRDHMzMywaNEizJgxA3/++Sd++uknJCUlYe3atfjxxx8xceJETJ06FVZWVnyHKqOqr0eVmAZt9uzZOH36NC5duoT69eu/s621tTXs7Ozw+PFjAKVJYVFREdLT02XapaamwtLSkmvz6tWrcvt6/fo11+ZtOjo6MDY2lrkp2sKFC7F48WLo6+tjy5YtaNGiBbZu3QpdXV3o6ekhJSUFU6dOrbC3kNQ8c+bM4UprpN6usSooKMC0adOQlpamzNAIqVBQUBAAoHv37jAwMOA5GsDIyAhdu3YF8L/YiOJJZ95wcXGBiYkJv8EQhTMwMMCUKVNw48YN7Nq1Cy1atEB2djZ27NiBDh064KuvvsKzZ8/KPe/W0KHQNTPDnW+/BQDcWbYMumZmuDV0qLJPoUK8JsCMMcyaNQsnTpzAxYsX0ahRo/c+Jy0tDYmJibC2tgYAdOjQAVpaWtzXcgCQnJyMmJgYdOnSBQDg7OyMzMxMXL9+nWtz7do1ZGZmcm1UxcKFC5GQkIDBgwcDAIYMGYKkpCQcP34cOjo6CAoKwrJly6BCYxfJB2CMlSttEAqF0NTULPfpVSwWo2fPnvj333+VGSIh5UiTTFdXV54j+R/p+I/g4GCeI1Efp0+fBsDvNHhE+bS0tDBixAhcuXIFf/zxBzp16oTCwkIcOHAATk5OmDx5Mu7cuQOgNPntd/Uq9AF88vPPeO7vj0/27IE+gH5Xr6pEEszrLBDSbvVTp07JDEQTiUTQ09NDTk4OVq1ahWHDhsHa2hrx8fFYunQpEhIS8ODBA27ewenTp+PMmTPYv38/TE1NsXDhQqSlpSEyMpJLJtzd3fHy5Uvs2bMHADB16lTY2dlx81m+j3QWiCdPnvD2iffUqVOYPHkygNL5Y6dPn85LHOTjbdu2DWvWrJHZJhKJ4O/vDw8PD65neOLEibh69SqePHkCDQ0NLFiwAAsXLqwxo3FJ7fH69Ws4ODiAMYa7d+/CxsaG75AAAM+fP0eHDh0gFArx8OFD6pFUsLi4OHz66acQCoW4f/8+6taty3dIhEcRERHYvn27TCfkZhMTLCizzkIJgCIA2pCtuz3XvTs+8fOTe0wZGRlo2rSpas8CsXv3bgClI3nL8vX1hbe3N4RCIaKjo3Hw4EFkZGTA2toavXr1wpEjR2Qm3d66dSs0NTUxYsQI5Ofno0+fPti/f79MT9off/yBOXPmcL0FgwYNws6dO6sds1gsrrAEQSAQyEwH9L4yhbKxVbXt4MGDkZCQgO+++w4rVqyAjY1NudV3PmS/imwrkUje2VutCm01NDS4WnBltD18+DCX/Pr4+CAnJwc//vgjV/ayefNmzJ07F7Nnz8aCBQuQm5uLpUuX4vDhw9i0aRNCQ0OxZ88e1KtXr1oxMMYgkUgqbVv2NVyb2wLvfg2rQltA9d7LwcHBYIyhTZs2sLS0LPdcvq4R9evXR/PmzfHw4UNcuHABw4YNk8t+y1L2NYKvtlV5H0k7jbp16wYTE5NKf9eq9r6na4Ri2jo5OcHJyQn37t3Djh07cPLkSUzNyAADIB1hpYnSyYXLJpwMQJerV5Fbyf4/5hpR1TJRlZoHWJVJe4D37dtXYe1b3bp10aZNG+7+lStXKv0lmJiYoH379tz90NBQbs69txkbG6NDhw7c/bCwMOzatQvnzp2DlpYWVqxYwQ38MDAwQKdOnbi2169fR25uboX71dXVhbOzM3c/MjKyXD2qlJaWlszUa7dv3650FT2hUMjN4QwAd+/efWf9atm5O2NiYvD69etK2/bo0YN7ocfGxiI5ObnStl27duVGJj969AgvXryotK2TkxM3rcvTp0+RkJBQadtOnTpxv/9nz57h+fPnlbbt0KED9+kzISEBT58+xe3bt/HDDz9AIpFg4MCBGDt2LACgXbt23EwmSUlJXI17Wf/++y/27t2L/Px8mJiYYOvWrWjfvj1iY2MrjcHBwYGrc3/16tU7l7ps0aIFV1r05s0bREdHV9q2WbNmXL1+eno6oqKiKm3bpEkTbp35rKwsREZGVtrWzs4OjRs3BgDk5ubKlC29rUGDBmjSpAkAID8//52rF9WrVw/29vYAgKKioneWk1hbW3PlKWKxGFeuXKm0rbm5ucysNZcuXaq0rbKuEeHh4ZUOrPyYa8TQoUMRFhaGYcOGYfjw4TJt+b5G/Pnnnzh9+jSGDh2Kn3/+GUDNvUZUpirXCKnWrVvDzMwMQGlJoDyvEd7e3oiKisLKlSvfOfUcXSNKqdM1IjIyEk+ePMHzTZuwNCEBxqi4l7UEQDaAUx4e0Pv883KPf+w1Ij4+HpMnT1btHuCaqqLPDGKxGEVFRdz9d31i+di2EyZMwJs3b3D79m1s3LgRPj4+sLS0hEQi+eD9isXiStu+vV95tQVQrbbFxcUy8+W+r61USUnJe9tKE+uqtJXGXJUYyrZ9/Pgxtm3bBolEgu7du2PUqFHc80tKSt673y5duqBJkyb49ddfce/ePUycOBHDhw+Hp6dnpdMQlf09vy/esjG87+dQdr/VaVtcXCy3tmXjlWfbsjG8r+fh7fdRddoq6hpRnfdnVfdbUFCAW7duAQA++eSTcs/h+xrRvn17nD59GhcvXkReXh40NTVr5DWiqq9hRb2X37ffhIQEREVFQUNDAy4uLhUOLq9ov3SNqP3XCOl9c3NzmG/YgD8vX8akPXvAAGiVeU7x/9+Cvv0Wuq1aVbjvj71GVBX1AFeRtAc4NTW1wk8Uyv7qIicnB/369cPt27fRtGlThISEoG7duirxlYgqlDWo2tebsbGx6NWrF968eYN+/frhxIkT0NLSqrDt+/ZbUlKCFStWYMuWLQBKe3sOHTpU4XzBVAJRvi1AX29Wt21QUBA8PT1hY2ODp0+fVjh9JJ/XCLFYDFtbW/z333+4ePEiunfvXuOuEarQ9n3vo23btmHx4sXo2bMngoODeX8v0zVCda4RZdteX7gQrXfuhCEq7wHOARA9Zw46bdz43v1W972cmZkJCwuL9/YAg5Eqqera0sr08uVL1qBBAwaAdevWjeXn5/MdEqlAcnIya9iwIQPAOnbsyLKzs+Wy37NnzzILCwsGgOnr67O9e/fWyHXbieqbMWMGA8CmTp3KdyiVGjduHAPAFi1axHcotZaTkxMDwH766Se+QyEqLAdgEoCxMreit+5LAJajoBS0qvmaSswDTD6MtbU1AgICIBKJEBoaCm9v73d+wiXKl5WVBXd3d8THx6NJkybw9/eHoaGhXPbt5uaGO3fuoG/fvsjLy8MXX3yB0aNHc0uKEyIPjDFu4NOgQYN4jqZy0gHB0jlqiXwlJiYiIiICAoEAQ1VgCiuium707o2y3xGVoLTsoaTMNsH/t+NTtRPgd9X83L1796OCIdXXqlUrnDhxApqamjhy5AiWLl3Kd0jk/xUVFcHLywtRUVGwsLBAUFBQhUtyfwwrKysEBQVh/fr13Gugffv2uHbtmlyPQ9TX3bt3kZiYCD09PfTm+Q/Wu7i6ukJTUxMPHjx452Ay8mGOHz8OoHT2B+lgWUIq0vPCBVz+/2sFA5AjEODlyZPI+f/7AHC5d2/0vHCBrxABfEAC3Lp1a24S7LI2bdqEzp07yyUoUj29e/fG3r17AQAbNmzg5jom/JFIJPD29saFCxdgYGCAgIAAbjSyvGloaOCbb77B1atX0bBhQ8TFxaFbt27YsGEDfSNAPpr0et+vXz9uJgRVZGJigu7duwOgXmBF+PvvvwGg3AwghFREmgTnAXgwbx6aDh6M+/PmIQ+qkfwCqH4BxqZNm5iuri6bNm0ay8vLY0lJSaxXr17MwsKCnTp16kNLNlSeKtYAv23VqlUMABMKhSwgIIDvcNTaggULGACmqanJgoKClHbc9PR0NmLECIbSD9qsX79+LDk5WWnHJ7XPp59+ygCwX3/9le9Q3mvz5s0MAOvbty/fodQqSUlJ3DUlKSmJ73AIeaeq5msfVIEcFRXFHB0dWdOmTZmpqSnz8PBgKSkpHxRoTVETEmCJRMK8vb0ZAGZgYMBu3brFd0hqadOmTdwfi0OHDin9+BKJhO3du5fp6ekxAMzCwoIFBgYqPQ5S8718+ZJ7Lb98+ZLvcN7r0aNHDADT0tJS6Wt1TfPjjz8yAKxLly58h0LIeyl0EFzjxo3RqlUrxMfHIysrCyNGjOAm0ib8EQgE2LNnD/r06YPc3FwMGDAAiYmJfIelVv744w8sXLgQAPDDDz9g3LhxSo9BIBBg8uTJuHnzJlq3bo3U1FS4ubnh66+/lpkvkZD38ff3BwB8+umnNaLus1mzZrC3t0dxcTGCg4P5DqfWOHbsGADgs88+4zkSQuSn2gnwv//+izZt2uDJkye4e/cudu/ejdmzZ2PEiBFIT09XRIykGrS1tfH333+jVatWSE5OhoeHB80KoCTBwcHw9vYGAMyfPx9fffUVr/E4ODjg2rVrmDFjBoDShLxbt2549uwZr3GRmqMmzP7wtoEDBwKgOmB5SUlJwdWrVwGAW2aakNqg2glw7969MXLkSISHh6Nly5b44osvcPv2bSQlJaF169aKiJFUk4mJCQICAmBtbY2YmBh89tlnlS6RSOQjMjISw4YNQ0lJCUaNGoVNmzZVuFiAsunp6eGnn37CiRMnUKdOHdy4cQPt2rXDX3/9xXdoRMXl5+fj3LlzAP6XVNYE0unQ/P39q7UqFKmYn58fGGPo1KkTt1wxIbVBtRPg4OBgrF+/XmYVqyZNmiA0NBTTpk2Ta3DkwzVo0ABnzpyBgYEBzp8/j6lTp75zJRXy4Z4+fQoPDw/k5OSgd+/e2L9/v8xqPqpg6NChiIqKQrdu3ZCdnY0xY8Zg0qRJla7xTsiFCxeQn58PW1tbtGnThu9wqqxr164QiUR48+YNrl+/znc4NR7N/kBqq2r/lXZxcQEAPHnyBEFBQcjPzwdQWne4fPly+UZHPsonn3yCo0ePQkNDA/v378eaNWv4DqnWkdbXpqamom3btvDz84OOjg7fYVWoQYMGuHTpElasWAGBQABfX1906NABUVFRfIdGVJC0/GHgwIEq8W1GVWlpacHd3R0AlUF8rNevX+Py5csAqPyB1D7VToDT0tLQp08f2Nvbw8PDA8nJyQCAL774ghv8Q1SHh4cHfvrpJwDAihUrcOjQIZ4jqj1ycnIwYMAAPHnyBA0bNsTZs2ffve64CtDU1MR3332HixcvwsbGBg8fPkTnzp2xc+dO+oaAcBhjXPJYk8ofpKRlENIknnyYkydPQiKRoEOHDmjUqBHf4RAiV9VOgOfPnw8tLS0kJCRAX1+f2z5y5EicPXtWrsER+fjyyy/x9ddfAwAmT56Mixcv8hxRzVdcXIzPPvsMN2/ehJmZGYKCgmrEKHmpnj174s6dOxg4cCCKioowe/ZsDB06FGlpaXyHRlTArVu38PLlSxgaGqJXr158h1Ntbm5u0NDQQHR0NJ4/f853ODUWzf5AarMPqgHesGED6tevL7O9WbNmdKFRYevWrcOIESNQXFwMLy8v3L9/n++QaizGGCZPnoygoCDo6+vjzJkzsLe35zusajMzM8OpU6ewfft2aGtr49SpU2jXrh2uXLnCd2iEZ9Ke0/79+6tsSc+71K1bF127dgXwv6ncSPWkpaVxnSVU/kBqo2onwLm5uTI9v1Jv3rypkRdKdaGhoYEDBw6ga9euyMzMhIeHB1JSUvgOq0ZasmQJDh06BKFQiGPHjtXoJcAFAgHmzJmDiIgI2NvbIykpCb169cKqVatQUlLCd3iEJ2Xrf2sqKoP4OKdOnYJYLEbbtm3RrFkzvsMhRO6qnQD36NEDBw8e5O4LBAJIJBL88MMPNfKrMnWiq6uLkydPcr31np6eyMnJ4TusGmX79u3YsGEDAGDv3r3w8PDgOSL5aN++PSIjI+Ht7Q2JRILvvvsOvXv3poVU1FBSUhJu3boFgUBQo1/f0gT44sWLdJ37ADT7A6n1qrvE3L1795i5uTlzc3Nj2tra7LPPPmMtW7ZklpaW7MmTJx+yal2NUBOWQq6qx48fMzMzMwaAeXp6spKSEr5DqhGOHDnCBAIBA8C+//57vsNRmN9//50ZGRkxAMzU1JSdPHmS75CIEu3evZsBYM7OznyH8lEkEglr3LgxA0Cv4Wr677//mJaWFgPAYmNj+Q6HkGpR2FLIDg4OuHv3Ljp16oR+/fohNzcXXl5euH37Npo0aSLP3JwoSNOmTXH69Gno6urizJkzmDt3Ls0A8B6XLl3C+PHjwRjDzJkzsWTJEr5DUpixY8fi9u3b6NixI/777z8MGTIEs2fPRkFBAd+hESWoDeUPQOm3k1QG8WFOnz6N4uJiODo6onnz5nyHQ4hiKCUdr8TatWtZx44dmaGhITM3N2eDBw8u92lTIpGwlStXMmtra6arq8tcXFxYTEyMTJuCggI2a9YsVrduXaavr88GDhzIEhMTZdr8999/bNy4cczY2JgZGxuzcePGsfT09CrHWpt6gKX+/vtvrkdz06ZNfIejsqKiopixsTEDwIYNG6Y2PeaFhYXsq6++YgAYANamTRt2//59vsMiCpSTk8N0dHQYgHLX2ZooODiYAWBWVlZMLBbzHU6N4enpyQCwVatW8R0KIdVW1XytSgnwnTt3qnyrDldXV+br68tiYmJYVFQUGzBgAGvQoAHLycnh2qxfv54ZGRmx48ePs+joaDZy5EhmbW3NsrKyuDZffvklq1evHjt37hy7desW69WrF2vbtq1MouLm5sYcHR1ZWFgYCwsLY46OjszT07PKsdbGBJgxxjZt2sQlOMeOHeM7HJUTFxfHrK2tGQDWo0cPlp+fz3dIShcQEMDMzc0ZAKavr8/27dvHJBIJ32ERBTh58iQDwBo1alQrfseFhYXM0NCQAWA3btzgO5waISMjg2lra9eaD0FE/cg1ARYIBExDQ4P7V3oTCATltn2M1NRUBoCFhIQwxkp7f62srNj69eu5NgUFBUwkErGff/6ZMVb6ZtXS0mKHDx/m2rx48YJpaGiwwMBAxhhj9+/fZwBYREQE1yY8PLxa9U21NQGWSCRs5syZDADT1dVlYWFhfIekMl6/fs2aN2/OADBHR8dqfWNQ27x8+ZL17duX+7A0atQolpGRwXdYRM4mT57MALA5c+bwHYrcDBs2jAFgK1as4DuUGuH3339nAFjLli35DoWQDyLXGuC4uDg8e/YMcXFxOH78OBo1aoRdu3YhKioKUVFR2LVrF5o0aYLjx49/VDlGZmYmAMDU1JQ7bkpKCvr378+10dHRgYuLC8LCwgAAkZGRKC4ulmljY2MDR0dHrk14eDhEIpHMdFVOTk4QiURcG3UlEAiwfft2DBw4EAUFBRg0aBCePHnCd1i8y83NhaenJx4+fAhbW1sEBgbCxMSE77B4Y21tjaCgIKxbtw5CoRCHDx9G+/btcf36db5DI3IikUhq9OpvlZHWAdOyyFUjnf2BFr8gtV2VEmA7OzvutnbtWuzYsQPTpk1DmzZt0KZNG0ybNg3btm2Dj4/PBwfCGMOCBQvQrVs3ODo6AgA3T62lpaVMW0tLS+6xlJQUaGtro06dOu9sY2FhUe6YFhYWlc6FW1hYiKysLJlbbSUUCvHXX3+hQ4cOePPmDdzd3fHmzRu+w+JNSUkJRo4ciWvXrqFOnToICgpCvXr1+A6LdxoaGli8eDFCQ0PRsGFDxMXFoWvXrti4cSMkEgnf4ZGPdOPGDbx69QrGxsbo0aMH3+HIjYeHBwQCAW7duoUXL17wHY5Ky87O5lZ0pQSY1HbVngUiOjq6wjXBGzVq9FGri82aNQt3797FX3/9Ve4xgUAgc58xVm7b295uU1H7d+1n3bp1EIlE3M3W1rYqp1FjGRgY4MyZM7Czs8OTJ08wZMgQtRz1zxjDtGnT4O/vz82S0bJlS77DUilOTk64ffs2hg8fjpKSEnzzzTdwd3fHq1ev+A6NfATpTAmurq7Q1tbmORr5sbCw4L79o1Xh3s3f3x+FhYVo1qwZWrduzXc4hChUtRPgli1bYs2aNTLJUWFhIdasWfPBicLs2bNx+vRpXLp0SWaJZSsrKwAo10ubmprK9QpbWVmhqKgI6enp72xT0R/n169fl+tdllqyZAkyMzO5mzosCGBlZYWAgACIRCL8+++/+Pzzz9WuZ2/lypX47bffoKGhgcOHD6NLly58h6SSTExMcOTIEfzyyy/Q09NDcHAw2rZti+DgYL5DIx9ImgAPGjSI50jkj8ogqqZs+cP7OpkIqfGqW1x87do1ZmFhwczMzFifPn1Ynz59mJmZGTM3N2fXrl2r1r6kA7BsbGzYo0ePKnzcysqKbdiwgdtWWFhY4SC4I0eOcG1evnxZ4SC4svFFRETQILhKXLx4kZsE/euvv+Y7HKXZtWsXN8hrz549fIdTY9y7d485OjpyP7uvv/6aFRYW8h0WqYb4+HgGgGloaLA3b97wHY7c3blzhwFgenp6LC8vj+9wVFJOTg7T09NjAFhkZCTf4RDyweQ6C8TbcnNz2Z49e9j8+fPZvHnz2C+//CIzdVlVTZ8+nYlEInb58mWWnJzM3cpeoNavX89EIhE7ceIEi46OZqNHj65wGrT69euz8+fPs1u3brHevXtXOA1amzZtWHh4OAsPD2etW7emadDe4eDBg1xCs3v3br7DUbjjx49zcyLT3JfVl5eXx6ZPn869Zjp16sSePn3Kd1ikinbu3MkAsO7du/MdikJIJBJma2vLALAzZ87wHY5KOnbsGAPAGjduXCumwCPqS6EJsLxI/1i+ffP19eXaSBfCsLKyYjo6OqxHjx4sOjpaZj/5+fls1qxZzNTUlOnp6TFPT0+WkJAg0yYtLY2NHTuWGRkZMSMjIzZ27Fi1XwjjfVavXs31CtXmPxpXrlzhJv+fOnUqXfw/wvHjx5mJiQkDwIyNjdlff/3Fd0ikCvr3788AsI0bN/IdisJIP6B9+eWXfIeikkaOHKl23/qR2qmq+ZqAseqvgfvo0SNcvnwZqamp5WpEV6xYUd3d1QhZWVkQiUTIzMyEsbEx3+EoBWMMkydPhq+vLwwMDHDlyhV88sknfIclVzExMejevTsyMjIwePBg/P3339DU1OQ7rBotISEBY8aMwb///gsAmDRpEnbs2AEDAwOeIyMVyc7OhpmZGYqKivDgwQO0aNGC75AU4uzZs/Dw8ED9+vWRkJBANa5l5Ofnw9zcHLm5ubh+/To+/fRTvkMi5INVNV+rdgL866+/Yvr06TAzM4OVlVW5mRZu3br14VGrMHVMgAGguLgYHh4eOH/+PKysrHDt2jU0aNCA77DkIjExEc7Oznjx4gW6dOmC8+fPQ09Pj++waoWSkhKsXr0aa9asAWMMLVq0wOHDh9G2bVu+QyNvOX78OD777DM0bdoUjx49qrWJYUFBAerWrYu8vDzcvn0b7dq14zskleHn5wcvLy80aNAA8fHxtfY1QNRDVfO1as8CsWbNGnz//fdISUlBVFQUbt++zd1qa/KrzrS0tPD333+jdevWSElJgYeHBzIyMvgO66Olp6fDzc0NL168QMuWLfHPP/9Q8itHmpqaWL16NS5cuAAbGxvExsaic+fO2LlzJz7gSyeiQGVnf6jNiY+uri769u0LgGaDeBvN/kDUUbUT4PT0dAwfPlwRsRAVJRKJ4O/vD2tra9y7dw/Dhg1DUVER32F9sPz8fAwaNAj379+HjY0NAgMDudUHiXz16tULd+7cgaenJwoLCzF79mwMHToU//33H9+hEQBisZibG7c2rf5WGek5SpN+UtozLv150N92ok6qnQAPHz6c5vpUQ7a2tvD394ehoSEuXryIqVOn1siePLFYjDFjxiA0NBQikQiBgYG1pqRDVZmZmeH06dPYtm0btLW1cerUKbRt2xZXr16Fj48PDA0NcezYMQDA0aNHYWho+FGrSpKqi4iIwJs3b2BiYoKuXbvyHY7CeXh4AACuX79OC7f8v3PnziE7Oxv169dHp06d+A6HEKWp9mifpk2bYvny5YiIiEDr1q2hpaUl8/icOXPkFhxRLe3bt8fRo0cxcOBAHDhwAI0aNcLKlSv5DqvKGGOYOXMmTp48CR0dHZw6dYpWO1ISgUCAuXPnokePHhg5ciQeP34MFxcX7kPU1KlT0bJlS0ybNg25ubncYNrly5fzGXatJ+35c3d3L3ctr41sbGzQoUMHREZGIiAgABMnTuQ7JN5Jyx+GDRsGDY1q94kRUmNVexBcRcsgczsTCPDs2bOPDkoVqesguIr88ssvmDZtGgBg//79mDBhAs8RVY2Pjw9WrFgBgUCAY8eOYdiwYXyHpJZycnLQvXt3REVFcduEQiG0tbVRVFQEsVjMbV+9ejUlwQrUqlUr3L9/H3/++SdGjx7NdzhK8d1332HVqlUYOnQoTpw4wXc4vCosLISlpSUyMzNx9epVdOvWje+QCPloCpsFQl1RAixr8eLF2LBhAzQ1NREUFITevXvzHdI77d27F1OmTAEA/PTTT5gxYwbPEak3Q0ND5ObmymwTCoUyyS8AGBgYICcnR5mhqY1nz56hSZMmEAqFeP36NerUqcN3SEoRGRmJjh07wsDAAGlpadDR0eE7JN4EBARgwIABsLa2RlJSEvUAk1pBYbNAEAIAa9euxahRo1BSUgIvLy/cu3eP75Aq9c8//3A91suWLaPkVwX4+vrCxMQEQqGQ21Y2+RUKhTAxMYGvry8f4akFaflDjx491Cb5BUpLuaytrZGbm4uQkBC+w+GVtPzBy8uLkl+idqpUA7xgwQL4+PjAwMAACxYseGfbLVu2yCUwoto0NDTg6+uLpKQkhIaGwsPDAxEREbC2tuY7NBnh4eEYOXIkJBIJJk6cSIOrVMTw4cPRsmVLdOrUCcXFxSgpKeEe09TUhJaWFkJDQ9GqVSseo6zdpAmwOsz+UJaGhgY8PT3x66+/4p9//kH//v35DokXxcXFOHnyJACa/YGopyp95Lt9+zaKi4u5/1d2K1vTR2o/XV1dnDx5Evb29khISICnp6dKfV0dGxsLT09P5Ofnw8PDA3v27KE5LlXE0aNH0b17dxQVFckkv0DpIhpFRUXo1q0bNzsEka/MzEyu91PdEmAA8PT0BFA6H7C6VgFeunQJ6enpsLCwoNpfopaoBriKqAa4ck+fPoWzszNev36NAQMG4OTJk7wvJ/zy5Us4OzsjISEBnTp1wsWLF2kpXhVSUQ2whoZGuaXVqQZYMY4cOYJRo0ahRYsWePDgAd/hKF1ubi7q1q2LwsJCxMTEqOU3DVOmTMHevXvx5ZdfYvfu3XyHQ4jcUA0wUZomTZrg9OnT0NXVhb+/P+bMmcNrr0pGRgbc3NyQkJAAe3t7+Pv7U/KrYr755huZ+9JZIN7XjsiHupY/SBkYGKBPnz4A1HNRjJKSEvj5+QEoXf2NEHVECTCRCycnJ/zxxx8QCATYvXs3Nm/ezEscBQUFGDJkCKKjo2FlZYXAwECYmZnxEgup3PLly7F69WruvrGxMW7evAl9fX1u2/z582kKNAUoKSlBQEAAgNLlj9VV2TIIdRMSEoK0tDSYmZnBxcWF73AI4QUlwERuvLy8uMR30aJFSq/fFIvFGD9+PEJCQmBkZISzZ8++c95qwi9pEmxgYIA9e/agVatW+O2337jR6LV1TnG+hYWFIT09HXXr1oWzszPf4fBGmgCHh4fjzZs3PEejXNLZH4YOHcp7uRohfKEEmMjVvHnzMHv2bADA+PHjERYWppTjMsYwf/58/P3339DS0sLJkyfRrl07pRybfLjly5cjJyeHG4U+cuRI3L17F5qamjh16hT8/f15jrD2kX7l7+HhITMNnbqxtbVF27ZtIZFIcPbsWb7DURqxWMwtAELlD0SdUQJM5EogEGDr1q0YNGgQCgsLMWjQIDx+/Fjhx924cSN+/PFHAMDBgwdVfmEOUrlWrVph3rx5AIDZs2cjPz+f34BqmdOnTwNQ3/rfstSxDCI0NBSpqamoU6cOevXqxXc4hPDmgxPg+/fvIzAwEKdPn5a5ESIUCvHnn3+iY8eOSEtLg4eHh0K/Yjxw4AAWL14MANi6dStGjRqlsGMR5Vi5ciXq1auHuLg4bNiwge9wao1Hjx7h0aNH0NLSgqurK9/h8E76ISAwMJCb6rO2k5amDRkyBFpaWjxHQwiPWDU9ffqUtWnThgkEAqahocEEAgH3fw0NjerursbIzMxkAFhmZibfodQYKSkprGHDhgwAc3Z2Znl5eXI/RkBAABMKhQwAW7Rokdz3T/hz9OhRBoDp6OiwJ0+e8B1OrbBp0yYGgPXt25fvUFSCWCxm5ubmDAC7cOEC3+EonFgsZlZWVgwA8/f35zscQhSiqvlatXuA586di0aNGuHVq1fQ19fHvXv3cOXKFXTs2BGXL1+WY2pOajpLS0sEBATAxMQE4eHhmDBhQrl5Xj/G9evX8dlnn0EsFmPcuHFYv3693PZN+PfZZ5+hX79+KCwsxOzZs9V2wQJ5ktb/qvPsD2VpaGhgwIABANSjDCIsLAwpKSkQiUTo27cv3+EQwqtqJ8Dh4eFYvXo1zM3NoaGhAQ0NDXTr1g3r1q3DnDlzFBEjqcFatmyJkydPQktLC8eOHZPbvK6PHz/GgAEDkJeXh/79+2Pfvn20ln0tIxAI8OOPP0JLSwtnz57llm0lHyY9PR2hoaEAqP63LOnPQh0SYOnsD4MHD65w3m1C1Em1MwaxWAxDQ0MAgJmZGV6+fAkAsLOzw8OHD+UbHakVXFxc4OvrCwDYtGkTdu3a9VH7S0lJgaurK968eYMOHTrg77//pot5LdW8eXMsWrQIQOm3T2+vHkeq7uzZsxCLxXB0dETDhg35Dkdl9OvXD1paWnj8+HGt/hsmkUhw/PhxADT7AyHAByTAjo6OuHv3LgCgc+fO2LhxI/7991+sXr0ajRs3rta+rly5goEDB8LGxgYCgaBcD4+3tzcEAoHMzcnJSaaN9OtRMzMzGBgYYNCgQUhKSpJpk56ejvHjx0MkEkEkEmH8+PHIyMio7qmTjzB27FisWbMGQOnI/g/tbcnOzoaHhwfi4uLQpEkT+Pv7w8jISJ6hEhWzbNky2NnZITExkXsNkeqj2R8qZmRkhJ49ewKo3b3A165dQ1JSEoyMjNCvXz++wyGEd9VOgL/99luujnPNmjV4/vw5unfvjoCAAGzfvr1a+8rNzUXbtm2xc+fOStu4ubkhOTmZu0lXMJKaN28e/Pz8cPjwYYSGhiInJweenp4Qi8VcmzFjxiAqKgqBgYEIDAxEVFQUxo8fX61YycdbunQpJk+eDIlEgpEjRyIyMrJazy8qKoKXlxdu374Nc3NzBAUFwdLSUkHRElWhr6/PXVs2b96M2NhYniOqeYqLixEYGAiAEuCKSH8mtXlZZGn5w8CBA6Grq8tzNISoAHmMuEtLS2MSieSj9gGA+fn5yWybMGECGzx4cKXPycjIYFpaWuzw4cPcthcvXjANDQ0WGBjIGGPs/v37DACLiIjg2oSHhzMALDY2tsrx0SwQ8lFUVMT69+/PADArKysWHx9fpeeJxWI2ZswYBoAZGBiwGzduKDhSokokEgkbMGAAA8B69+790dcbdXPhwgUGgJmbm7OSkhK+w1E5T58+ZQCYUChk//33H9/hyJ1EImENGjRgANiJEyf4DocQhVLYLBCTJk1Cdna2zDZTU1Pk5eVh0qRJH5eNV+Dy5cuwsLCAvb09pkyZgtTUVO6xyMhIFBcXo3///tw2GxsbODo6ciuQhYeHQyQSoXPnzlwbJycniESid65SVlhYiKysLJkb+XjSwXCtW7dGSkoKPDw8qlSO8vXXX+PPP/+EpqYmjh8/jo4dOyo+WKIyBAIBduzYAV1dXVy8eBFHjhzhO6QaRdqz6enpqdarv1WmcePGcHBwgFgsRlBQEN/hyN3NmzeRkJAAAwMDuLm58R0OISqh2gnwgQMHKlyZKT8/HwcPHpRLUFLu7u74448/cPHiRWzevBk3btxA7969UVhYCKB0MJS2tjbq1Kkj8zxLS0ukpKRwbSwsLMrt28LCgmtTkXXr1nE1wyKRCLa2tnI8M/VmbGyMgIAA2NjY4P79+/Dy8kJRUVGl7Tdv3ozNmzcDAH777TeawF9NNW7cGEuWLAEALFiwgD6UVhFjjEuAqfyhcrW5DEJa/uDp6Qk9PT2eoyFENVQ5Ac7KykJmZiYYY8jOzpbpGU1PT0dAQECFiebHGDlyJAYMGABHR0cMHDgQZ8+exaNHj+Dv7//O5zHGIBAIuPtl/19Zm7ctWbIEmZmZ3C0xMfHDT4SUU79+ffj7+8PQ0BCXLl3ClClTsHr1ahgaGnIrFR09ehS6urpYuHAhgNLljql2W719/fXXaNKkCZKTk7Fq1Sq+w6kRYmNj8fTpU2hra9Pgp3eQLot89uxZlJSU8ByN/DDGuASYZn8g5H+qnACbmJjA1NQUAoEA9vb2qFOnDnczMzPDpEmTMHPmTEXGCmtra9jZ2eHx48cAACsrKxQVFSE9PV2mXWpqKjc4ysrKCq9evSq3r9evX79zAJWOjg6MjY1lbkS+2rVrh2PHjkEoFOLgwYNYuXIlcnNzMXXqVMTExGDSpElcb7+zszOXCBP1pauryw2a3bFjB6Kjo3mOSPVJZ3/o3bs3N4UlKc/JyQmmpqZIT09HeHg43+HIze3bt/Hs2TPo6enB3d2d73AIURlVToAvXbqECxcucJ8mL168yN1CQ0ORkJCAZcuWKTJWpKWlITExEdbW1gCADh06QEtLC+fOnePaJCcnIyYmBl26dAFQmjhlZmbi+vXrXJtr164hMzOTa0P44+bmxq3EJJWdnY2OHTvKzPkaHh5OU2ARAKWvGS8vL4jFYsyYMYNWiHsPKn+oGk1NTXh4eACoXWUQ0t5fDw8PGBgY8BwNIapDwKr51+P58+ewtbWVy6pbOTk5ePLkCQCgffv22LJlC3r16gVTU1OYmppi1apVGDZsGKytrREfH4+lS5ciISEBDx484OZ+nT59Os6cOYP9+/fD1NQUCxcuRFpaGiIjI7nBHu7u7nj58iX27NkDAJg6dSrs7OyqdZHLysqCSCRCZmYm9QbLmaGhYZUWODAwMEBOTo4SIiKqLjExES1atEBeXh7279+PCRMm8B2SSnrz5g0sLS0hkUjw/PlzNGjQgO+QVNqRI0cwatQotGzZEvfv3+c7nI/GGIO9vT2ePHmCv/76C6NGjeI7JEIUrqr5WrUTYKm8vDwkJCSUG7zUpk2bKu/j8uXL6NWrV7ntEyZMwO7duzFkyBDcvn0bGRkZsLa2Rq9eveDj4yMzIK2goACLFi3Cn3/+ifz8fPTp0we7du2SafPff/9hzpw53FeBgwYNws6dO2FiYlLlWKU/0LS0NEqA5ezvv//G9OnTuRrztwmFQhgZGWH37t1Uw0Y4P/zwA5YuXQpzc3Pcu3ev3GBYAhw6dAiTJk1C27ZtcfPmTb7DUXnSvzUlJSWIjY1FkyZN+A7po9y9excdOnSArq4uXr58SYsGEbWQlZWFunXryj8Bfv36NSZOnIizZ89W+HjZBShqE2kCfP/+fbqIKEBsbCwGDhyIwsJCmSRYU1MTmpqaOHPmDJo3b85jhETVFBUVwc3NDY8fP8bnn3+O77//nu+QVM6XX34Jf39/zJ07l2roq2jkyJEICwvDqlWrMHnyZL7D+SibNm3C9u3b4erqir179/IdDiFKkZ2dDQcHh/cmwJrV3fG8efOQnp6OiIgI9OrVC35+fnj16hXWrFnDTVVVmwmFQmhra/MdRq1y6tQpLFy4EMXFxeV6gEtKSsAYw7Bhw7Bp0yYMGjSIpyiJqtHW1sb69esxbNgwHDp0COPGjUPbtm35DktlFBYWIiQkBEBpGRhdt6rG1dUVYWFhuHjxIqZPn853OB+MMcatnDpo0CD6/RO1UdW5zqvdA2xtbY1Tp06hU6dOMDY2xs2bN2Fvb4/Tp09j48aNCA0N/aCAVZ20B/jJkyfVKp0g79egQQPk5eXJbNPU1Cw3FZG+vj4SEhKUGRqpAaZOnYoTJ07gk08+QWBgoFzGJ9QGly5dwvDhw2FhYYGYmBj6uVTRkydP4OTkBC0tLTx69KjGfuMXGxuLbt26QVtbG7GxsVS6R9RGRkYGmjZt+t4e4GpfEXNzc7n5fk1NTfH69WsAQOvWrXHr1q0PDJeoszlz5sjcFwqF0NTULPcp7u12hADg5o++desWDh06xHc4KkO6oln//v0p+a2Gpk2bokmTJiguLsalS5f4DueDSce89OzZk5JfQipQ7ati8+bN8fDhQwCl87ju2bMHL168wM8//8xNT0ZIdSxcuBCLFy/m7hsaGuL8+fMyU/YsXryYahhJhaysrLjXz5o1a5CWlsZzRPxjjHEJMK2cWH39+/cHAAQHB/McyYeTznJEZWOEVKzaCfC8efOQnJwMAFi5ciUCAwPRoEED7NixA2vXrpV7gEQ9SJNgfX19bNmyBS1atMCWLVugr69PyS95ry+++AKtWrVCeno6fHx8+A6Hdw8ePEBiYiJ0dXXh4uLCdzg1jjQBPn/+fI0c2P348WM8ePAAWlpacHNz4zscQlTSB0+DJpWXl4fY2Fg0aNAAZmZm8opL5UhrgB8+fFhhDbBAIJD5mvF9F82yX+/X5rYSieSdCxWoQlsNDQ1uWeza3JYxBolEUmnbsq/hmtg2IiKCW+zB398fHTt2rLAt8O7XsCq0BT7u/blt2zasW7cO/fr1w++//y63/SqirSpeI4qLi+Hg4ICsrCycOXMGnTt3Vqn38vvaSn//ffv2xZ9//knXiGq2BWr/NaImta3uezk9PR3NmzeX/ywQb9PX18cnn3zysbupMUJDQytcTadu3boycyBfuXKl0l+wiYkJ2rdvL7PP4uLiCtsaGxujQ4cO3P3w8HAUFBRU2NbAwACdOnXi7l+/fr3SBSZ0dXXh7OzM3Y+MjERWVlaFbbW0tNCtWzfuvnRu5ooIhUL06NGDu3/37t13fiVddh7omJgYrqa8Ij169OBe6LGxsdw3ERXp2rUrN+r50aNHePHiRaVtnZycoKenBwB4+vTpOwfaderUifv9P3v2DM+fP6+0bYcOHbg3X0JCAp4+fVpp23bt2nHz2CYlJXHLfVekdevW3IfN5ORkxMbGVtrWwcGBW/L71atX75zcv0WLFlwZ05s3b965zHCzZs1Qv359AEB6ejqioqIqbdukSRNuAYasrCxERkZW2tbOzg6NGzcGUDreoOwKjm9r0KABN09rfn4+cnNz4eLigpCQEMycORNr167l/pjUq1cP9vb2AEqnT/v3338r3a+1tTVatGgBoPQifeXKlUrbmpubw9HRkbv/rppRZV4jpKt/2dnZycRE14j/ed81olWrVggPD8fevXvh6OhYo64RJ06cAAAMGDAAL1++pGsESq8RERERlbZVt2tEbc4j4uPjK21bVpUS4AULFlRpZwCwZcuWKretqSr6JCIWi2UWBXnXJ5aPaSsWiyttK5FIlLJfebUFUK22xcXF3MWgKm2lpFOpvaut9I9mVdpKY65KDFVtW1JS8kFt3xdv2d+zovZbnbYVTXX3oW3LxittO3r0aNy8eRPx8fEIDg7m6l8raluVGN7X8/D2+6g6bRV1jUhLS5NZYbPs8+gaIdtWqqLXcPv27REeHo5bt27VqGtEcnIyHj58CKFQiD59+qCoqIiuEXJuW9OvEbU9j6iqKpVAvL1aW2RkJMRiMbcwwaNHjyAUCtGhQwdcvHixygevSaQlEKmpqRV2qdNXFxW3VcWvN9+mCl9ZUgmE/Nr+8ssvmDNnDkQiEe7evQtLS0uV+MpSWdeIffv24csvv8Qnn3yCsLAwue1X3a4RaWlpsLW1hUQiwePHj9GwYcMq7Zfv9/0PP/yA5cuXo2/fvjh79ixdI6gEosa3re57OTMzExYWFvIpgSjbZb9lyxYYGRnhwIED3Ncx6enpmDhxIrp3716V3dVoOjo60NHReW87Tc2qV5fU5raEKNuMGTNw4MABREZG4ttvv8XBgwfLtVGF94ai2gYGBgIABg8e/N5rlSrEq6psbGzQpUsXhIaGIjg4GDNmzOA7pCo5efIkAGDEiBG14vfAF1V4b1DbD1OVHA34gFkgNm/ejHXr1nHJLwDUqVNHbVaCI4SoNqFQiF27dkEgEODQoUPvrM+rbQoKCripu6QDAsmH8/T0BACcOXOG50iqJi4uDpGRkdDQ0MCQIUP4DocQlVbtBDgrKwuvXr0qtz01NRXZ2dlyCYoQQj5Gp06dMGXKFAClPcKVDQ6pbS5duoS8vDzUr18f7dq14zucGk/6IeLixYuVDgRSJdLBjz179oS5uTnP0RCi2qqdAA8dOhQTJ07E33//jaSkJCQlJeHvv//G5MmT4eXlpYgYCSGk2tauXYu6devi3r172LFjB9/hKIV08QNPT0+urpN8uJYtW6JRo0YoLCzE+fPn+Q7nvaQJ8GeffcZzJISovmonwD///DMGDBiAcePGwc7ODnZ2dhg7dizc3d2xa9cuRcRICCHVVrduXWzYsAEAsGrVqndOhVcbMMa4BJjKH+RDIBDUmDKI58+f4/r16xAIBBg6dCjf4RCi8qqdAOvr62PXrl1IS0vD7du3cevWLfz333/YtWtXhfPjEkIIXyZOnAhnZ2fk5ORUazrHmigqKgpJSUnQ19dH7969+Q6n1pB+mDhz5sw7ZxHgm3Tu3+7du8PKyornaAhRfdVOgKUMDAzQpk0btG3blhJfQohK0tDQwK5du6ChoYGjR4/WiK+xP5S097d///7Q1dXlOZrao0ePHjA0NERKSgpu3brFdziVkpY/DB8+nOdICKkZPjgBJoSQmqBdu3aYOXMmAGDmzJkoLCzkOSLFoPIHxdDR0eEWVFHVMogXL15wcz7TWBxCqoYSYEJIrefj4wNLS0s8evSoVk7X+PLlS9y8eRMCgQADBgzgO5xaR1oHLP2QoWqOHz8OoHR5ZxsbG56jIaRmoASYEFLriUQibNq0CQCwZs2aKq8VX1P4+/sDKJ3+zdLSkudoah8PDw8IBALcunVLJQdT0uwPhFQfJcCEELUwduxYuLi4ID8/H/PmzeM7HLk6ffo0ACp/UBQLCwt07twZABAQEMBzNLKSk5MRGhoKABg2bBjP0RBSc/CaAF+5cgUDBw6EjY0NBAIBt4SjFGMMq1atgo2NDfT09NCzZ0/cu3dPpk1hYSFmz54NMzMzGBgYYNCgQUhKSpJpk56ejvHjx0MkEkEkEmH8+PHIyMhQ8NkRQlSJQCDATz/9BE1NTZw6dYrrNa3p8vLyuMF9lAArjqqWQfj5+YExBicnJ9ja2vIdDiE1Bq8JcG5uLtq2bYudO3dW+PjGjRuxZcsW7Ny5Ezdu3ICVlRX69esns+LcvHnz4Ofnh8OHDyM0NBQ5OTnw9PSEWCzm2owZMwZRUVEIDAxEYGAgoqKiMH78eIWfHyFEtbRq1Yrr/Z09ezby8/P5DUgOLly4gIKCAtjZ2aF169Z8h1NrSRPg8+fPq9TrhsofCPlATEUAYH5+ftx9iUTCrKys2Pr167ltBQUFTCQSsZ9//pkxxlhGRgbT0tJihw8f5tq8ePGCaWhosMDAQMYYY/fv32cAWEREBNcmPDycAWCxsbFVji8zM5MBYJmZmR96ioQQFZCdnc3q1avHALAVK1bwHc5HmzJlCgPAZs2axXcotZpEImG2trYMADtz5gzf4TDGGHv16hXT0NBgAFhcXBzf4RCiEqqar6lsDXBcXBxSUlLQv39/bpuOjg5cXFy46V4iIyNRXFws08bGxgaOjo5cm/DwcIhEIq5+CwCcnJwgEom4NhUpLCxEVlaWzI0QUvMZGhpi69atAIANGzbgyZMnPEf04SQSCTc1F5U/KJYqrgrn5+cHiUSCjh07omHDhnyHQ0iNorIJcEpKCgCUG9FsaWnJPZaSkgJtbW3UqVPnnW0sLCzK7d/CwoJrU5F169ZxNcMikYhqqwipRT777DP069cPhYWFmDNnDhhjfIf0QSIjI5GcnAxDQ0O4uLjwHU6tVzYBVoXXDJU/EPLhVDYBlhIIBDL3GWPltr3t7TYVtX/ffpYsWYLMzEzulpiYWM3ICSGqSiAQYOfOndDW1sbZs2fLDcCtKaQDslxdXaGjo8NzNLVf7969oa+vj6SkJNy5c4fXWN68eYNLly4BoASYkA+hsgmwdC3zt3tpU1NTuV5hKysrFBUVIT09/Z1tXr16VW7/r1+/fud8mTo6OjA2Npa5EUJqD3t7eyxatAgAMHfuXOTm5vIcUfXR6m/Kpauri759+wLgvwzi1KlTEIvFaN++PZo0acJrLITURCqbADdq1AhWVlY4d+4ct62oqAghISHo0qULAKBDhw7Q0tKSaZOcnIyYmBiujbOzMzIzM3H9+nWuzbVr15CZmcm1IYSop6VLl8LOzg6JiYlYs2YN3+FUS2JiIqKioqChoQEPDw++w1EbqlIHTOUPhHwcXhPgnJwcREVFISoqCkDpwLeoqCgkJCRAIBBg3rx5WLt2Lfz8/BATEwNvb2/o6+tjzJgxAEpXd5o8eTK++uorXLhwAbdv38a4cePQunVr7lN6y5Yt4ebmhilTpiAiIgIRERGYMmUKPD090bx5c75OnRCiAvT19bFjxw4AwObNmxEbG8tzRFUnTcCcnZ1hbm7OczTqQ7rU9PXr1yv8dlEZ/vvvP27uZ0qACflAip+QonKXLl1iAMrdJkyYwBgrnXZm5cqVzMrKiuno6LAePXqw6OhomX3k5+ezWbNmMVNTU6anp8c8PT1ZQkKCTJu0tDQ2duxYZmRkxIyMjNjYsWNZenp6tWKladAIqb08PT0ZANa7d28mkUj4DqdK3N3dGQCZqSKJcnTo0IEBYL/99hsvx/f19WUAWOvWrXk5PiGqrKr5moAxFRjKWgNkZWVBJBIhMzOT6oEJqWWePXuGVq1aoaCgAH/99RdGjRrFd0jvlJOTg7p166KoqAj37t2Dg4MD3yGplVWrVuG7776Dl5cXjh8/rvTje3p6wt/fH9999x1WrFih9OMTosqqmq+pbA0wIYQoS+PGjbFkyRIAwIIFC1R+3u9z586hqKgIjRs3RsuWLfkOR+1IBx0GBwejsLBQqcfOzMxEcHAwACp/IORjUAJMCCEAvv76azRp0gTJyclYtWoV3+G8U9nZH943LSSRv/bt28Pa2ho5OTkICQlR6rH/+ecfFBcXw8HBgXr+CfkIlAATQghKp7jauXMnAGDHjh2Ijo7mOaKKSSQS+Pv7AwAGDRrEczTqSUNDgxsMp+zZII4dOwaAen8J+ViUABNCyP9zc3ODl5cXxGIxZsyYoRKrfb3t+vXrSE1NhUgkQvfu3fkOR21JyyD++ecfpb1OsrKyEBQUBIASYEI+FiXAhBBSxrZt26Cvr4/Q0FAcPHiQ73DKkZY/uLm5QUtLi+do1FefPn2go6OD+Ph43L9/XynH9Pf3R2FhIezt7eHo6KiUYxJSW1ECTAghZdja2nIj6xctWlRupUm+nT59GgCt/sY3AwMD9O7dG4DyyiDKLn5Btd+EfBxKgAkh5C3z589Hy5Yt8fr1a3z77bd8h8OJj49HTEwMhEIh3N3d+Q5H7ZUtg1C0nJwcBAQEAACGDx+u8OMRUttRAkwIIW/R1tbGTz/9BADYvXs3IiMjeY6olDTR6tatG0xNTXmOhkgHwoWHh+PNmzcKPdbZs2dRUFCAJk2aoG3btgo9FiHqgBJgQgipQK9evTB69GgwxjBjxgxIJBK+Q5KZ/ozwr0GDBmjTpg0kEgkCAwMVeqyysz9Q+QMhH48SYEIIqcTmzZthZGSE69evY+/evbzGkpWVhcuXLwOgBFiVKKMMIi8vj5v6jmZ/IEQ+KAEmhJBKWFtbY/Xq1QCAJUuWKPxr7ncJDg5GcXEx7O3tYW9vz1scRJanpycAIDAwEMXFxQo5RmBgIPLy8mBnZ4cOHToo5BiEqBtKgAkh5B1mzZqFNm3a4L///sPixYt5i4Nmf1BNn376KczNzZGVlYXQ0FCFHINmfyBE/igBJoSQd9DU1MSuXbsAAPv27UN4eLjSYxCLxdwMAJQAqxahUMgNhlNEGURBQQG3X5r9gRD5oQSYEELeo2vXrvD29gYAzJgxA2KxWKnHDw8PR1paGurUqYOuXbsq9djk/aRlEIqYDzgoKAg5OTmwtbVFp06d5L5/QtQVJcCEEFIFGzZsgImJCaKiorB7926lHlvaA+jh4QFNTU2lHpu8X79+/aClpYXHjx/j0aNHct23tPxh2LBhVP5AiBxRAkwIIVVgYWGBtWvXAgC+/fZbvHr1SmnHpunPVJuxsTF69uwJQL5lEIWFhVztN83+QIh8UQJMCCFVNHXqVHTs2BGZmZlYtGiRUo755MkTPHjwAJqamnBzc1PKMUn1KaIM4vz588jKyoKNjQ2cnZ3ltl9CCCXAhBBSZUKhELt27YJAIMChQ4dw5coVhR9T2qPYo0cPiEQihR+PfBhpAnz16lVkZGTIZZ9lyx80NOjPNSHyRO8oQgiphk8//RRTp04FUDogTlFzv0pR+UPN0LhxYzg4OEAsFstlVbiioiKcPHkSAJU/EKIIlAATQkg1rV27FmZmZrh37x527NihsONkZGTg6tWrACgBrgnkWQZx8eJFZGRkwNLSkmb+IEQBVDoBXrVqFQQCgczNysqKe5wxhlWrVsHGxgZ6enro2bMn7t27J7OPwsJCzJ49G2ZmZjAwMMCgQYOQlJSk7FMhhNQipqam2LBhA4DS69SLFy8UcpzAwECUlJTAwcEBTZo0UcgxiPxIP6QEBASgpKTko/YlLX/w8vKCUCj86NgIIbJUOgEGgFatWiE5OZm7RUdHc49t3LgRW7Zswc6dO3Hjxg1YWVmhX79+yM7O5trMmzcPfn5+OHz4MEJDQ5GTkwNPT0+lz+NJCKldvL294ezsjJycHCxYsEAhx6Dyh5rFyckJpqamSE9P/6gFU4qLi+Hn5weAyh8IURSVT4A1NTVhZWXF3czNzQGU9v5u27YNy5Ytg5eXFxwdHXHgwAHk5eXhzz//BABkZmZi37592Lx5M/r27Yv27dvj999/R3R0NM6fP8/naRFCajgNDQ3s2rULGhoaOHr0qNyvKcXFxbT6Ww2jqakJd3d3AB9XBhESEoL//vsPZmZm6NGjh7zCI4SUofIJ8OPHj2FjY4NGjRph1KhRePbsGQAgLi4OKSkp6N+/P9dWR0cHLi4uCAsLAwBERkaiuLhYpo2NjQ0cHR25NpUpLCxEVlaWzI0QQspq164dZs6cCQCYOXMmCgsL5bbvf//9FxkZGTAzM4OTk5Pc9ksUS/ph5WPmAy5b/kALnxCiGCqdAHfu3BkHDx5EUFAQfv31V6SkpKBLly5IS0tDSkoKAMDS0lLmOZaWltxjKSkp0NbWRp06dSptU5l169ZBJBJxN1tbWzmeGSGktvDx8YGlpSUePXqEzZs3y22/ZVd/oxrQmsPV1RVCoRAPHjzA06dPq/38kpISnDhxAgCVPxCiSCqdALu7u2PYsGFo3bo1+vbtC39/fwDAgQMHuDZvLw3JGHvvcpFVabNkyRJkZmZyt8TExA88C0JIbSYSibBp0yYAwJo1axAfHy+X/UoT4EGDBsllf0Q5TExM0L17dwDg/mZVx9WrV/H69WuYmppyq8sRQuRPpRPgtxkYGKB169Z4/PgxNxvE2z25qampXK+wlZUVioqKkJ6eXmmbyujo6MDY2FjmRgghFRk7dixcXFyQn5+PefPmffT+Hj58iMePH0NbW1umhIvUDB9TBiEtfxgyZAi0tLTkGhch5H9qVAJcWFiIBw8ewNraGo0aNYKVlRXOnTvHPV5UVISQkBB06dIFANChQwdoaWnJtElOTkZMTAzXhhBCPpZAIMBPP/0ETU1NnDp16oN6/sqSJk49e/aEkZGRPEIkSiSdDzgkJKRa40fEYjGVPxCiJCqdAC9cuBAhISGIi4vDtWvX8NlnnyErKwsTJkyAQCDAvHnzsHbtWvj5+SEmJgbe3t7Q19fHmDFjAJR+NTl58mR89dVXuHDhAm7fvo1x48ZxJRWEECIvrVq14np/Z8+ejfz8/A/eF01/VrPZ29ujWbNmKC4ulumAeZ+wsDCkpKTAxMQEffr0UWCEhBCVToCTkpIwevRoNG/eHF5eXtDW1kZERATs7OwAAF9//TXmzZuHGTNmoGPHjnjx4gWCg4Nleky2bt2KIUOGYMSIEejatSv09fXxzz//0KASQojcrVy5EvXq1UNcXBzWr1//QftIS0tDaGgoAEqAa7IPKYOQlj8MHjwY2traComLEFJKwBhjfAdRE2RlZUEkEiEzM5PqgQkhlTp27BhGjBgBHR0dxMTEoGnTptV6/u+//47x48ejdevWuHv3roKiJIp26dIl9O7dG+bm5khOTn5vp4tEIoGtrS1evnyJf/75hyujIIRUT1XzNZXuASaEkJrms88+Q79+/bhl2Kvbx0CzP9QO3bp1g0gkwuvXr3Hjxo33to+IiMDLly9hZGSEfv36KSFCQtQbJcCEECJHAoEAO3fuhLa2NgIDA7klbauiqKgIgYGBAKj8oabT0tKCm5sbgKqVQUjLHwYNGgQdHR2FxkYIoQSYEELkzt7eHosWLQIAzJs3D7m5uVV63tWrV5GVlQVLS0t8+umnigyRKIG0jOF9yyIzxrgEmGZ/IEQ5KAEmhBAFWLp0Kezs7JCYmIg1a9ZU6TnSnsIBAwZAQ4MuzzWdu7s7NDQ0cPfuXSQkJFTa7saNG0hMTIShoSFcXV2VGCEh6ouusIQQogD6+vrYsWMHAGDz5s2IjY19Z3vGGE6fPg2Ayh9qi7p163Jzzr+rF/jYsWMASnuM9fT0lBIbIeqOEmBCCFGQQYMGwdPTE8XFxZg5c+Y7B8Tdv38fcXFx0NHRoUFQtcj7yiCo/IEQflACTAghCrRjxw7o6uri4sWLOHLkSKXtpOUPffr0gYGBgbLCIwomTYAvXrxYYS34rVu3EB8fD319fbi7uys7PELUFiXAhBCiQI0aNcLSpUsBAAsWLKh0aVxa/a12cnBwQKNGjVBYWIjz58+Xe1za++vh4QF9fX1lh0eI2qIEmBBCFGzRokVo2rQpkpOTsWrVqnKPv379GuHh4QBACyDUMgKBoNIyCCp/IIQ/lAATQoiC6erqYufOnQBKSyKio6NlHg8ICABjDO3bt0f9+vX5CJEokDQB9vf3h0Qi4bbfvXsXT548ga6uLgYMGMBXeISoJUqACSFECVxdXTFs2DCIxWLMmDFDZkAczf5Qu7m4uMDQ0BDJycm4desWt106+4O7uzsMDQ35Co8QtUQJMCGEKMnWrVuhr6+P0NBQHDx4EABQWFiI4OBgALT8cW2lo6OD/v37A/hfGQRjjEuAqfyBEOWjBJgQQpTE1tYWK1asAAB4e3vD19cXly9fRk5ODgQCAfz9/XmOkCjK23XA9+7dw6NHj6CtrU1134TwQJPvAAghRJ3k5+dz/58+fTqGDh0KoLRHcOXKlRAIBFi+fDlf4REF8fDwgEAgQGRkJF6+fMkNfnN1dYWxsTHP0RGifqgHmBBClMTHxwffffcdd7+wsBCHDx+WabNixQr4+PgoOzSiYJaWlqhXrx4A4LvvvuMS4KCgIPp9E8IDAXvX0kSEk5WVBZFIhMzMTPq0Tgj5IIaGhhUuhvA2AwMD5OTkKCEioiw+Pj5c+YuGhobMbBAAsHr1aur5J0QOqpqvUQ8wIYQoia+vL0xMTCAUCit8XCgUwsTEBL6+vkqOjChS2eQXAJf8CgQCbhv1/BOiXNQDXEXUA0wIkYeYmBh06tQJxcXFKCkp4bZrampCS0sLN27cQKtWrXiMkMgb9fwTojzUA0wIISrm6NGj6N69O4qKimSSXwAoKSlBUVERunXrxk2PRWoH6vknRPVQD3AVUQ8wIeRjVdQTqKmpWS4Zpp7A2kfa819UVASxWMxtp55/QuSLeoArsGvXLjRq1Ai6urro0KEDrl69yndIhBA18s0338jcFwqF0NLSKtcz+HY7UrOV7fkvm/wC1PNPCF/UJgE+cuQI5s2bh2XLluH27dvo3r073N3dkZCQwHdohBA1sXz5cqxevZq7b2xsjBs3bsDIyIjbRrMB1D6TJk1CRkZGuZ5fKbFYjIyMDEycOJGP8AhRS2qTAG/ZsgWTJ0/GF198gZYtW2Lbtm2wtbXF7t27+Q6NEKJGpEmwgYEB9uzZg1atWmHPnj0wMDCg5LeWop5/QlSPWtQAFxUVQV9fH8eOHeNWXQKAuXPnIioqCiEhIe/dB9UAE0II+VBlp0KrU6cOrl69im7duiEjIwMA9fwTIi9UA1zGmzdvIBaLYWlpKbPd0tISKSkpFT6nsLAQWVlZMjdCCCHkQ1DPPyGqRS0SYKmyk44DAGOs3DapdevWQSQScTdbW1tlhEgIIaSWWr58OXJycjB8+HAAwIgRI5CTk0PJLyE8UIsE2MzMDEKhsFxvb2pqarleYaklS5YgMzOTuyUmJiojVEIIIYQQomBqkQBra2ujQ4cOOHfunMz2c+fOoUuXLhU+R0dHB8bGxjI3QgghhBBS82m+v0ntsGDBAowfPx4dO3aEs7MzfvnlFyQkJODLL7/kOzRCCCGEEKJEapMAjxw5EmlpaVi9ejWSk5Ph6OiIgIAA2NnZVen50skyaDAcIYQQQohqkuZp75vkTC2mQZOHpKQkGghHCCGEEFIDJCYmon79+pU+TglwFUkkErx8+RJGRkaVzhwhT1lZWbC1tUViYqLa1R+r67mr63kD6nvu6nreAJ27Op67up43QOeuzHNnjCE7Oxs2NjbQ0Kh8qJvalEB8LA0NjXd+klAUdR6Ap67nrq7nDajvuavreQN07up47up63gCdu7LOXSQSvbeNWswCQQghhBBCiBQlwIQQQgghRK1QAqyidHR0sHLlSujo6PAditKp67mr63kD6nvu6nreAJ27Op67up43QOeuiudOg+AIIYQQQohaoR5gQgghhBCiVigBJoQQQgghaoUSYEIIIYQQolYoASaEEEIIIWqFEmAVc+XKFQwcOBA2NjYQCAQ4efIk3yEpxbp16/Dpp5/CyMgIFhYWGDJkCB4+fMh3WEqxe/dutGnThpsk3NnZGWfPnuU7LKVbt24dBAIB5s2bx3coCrdq1SoIBAKZm5WVFd9hKc2LFy8wbtw41K1bF/r6+mjXrh0iIyP5DkuhGjZsWO53LhAIMHPmTL5DU7iSkhJ8++23aNSoEfT09NC4cWOsXr0aEomE79AULjs7G/PmzYOdnR309PTQpUsX3Lhxg++w5O59uQtjDKtWrYKNjQ309PTQs2dP3Lt3j59g/x8lwComNzcXbdu2xc6dO/kORalCQkIwc+ZMRERE4Ny5cygpKUH//v2Rm5vLd2gKV79+faxfvx43b97EzZs30bt3bwwePJj3i4My3bhxA7/88gvatGnDdyhK06pVKyQnJ3O36OhovkNSivT0dHTt2hVaWlo4e/Ys7t+/j82bN8PExITv0BTqxo0bMr/vc+fOAQCGDx/Oc2SKt2HDBvz888/YuXMnHjx4gI0bN+KHH37Ajz/+yHdoCvfFF1/g3LlzOHToEKKjo9G/f3/07dsXL1684Ds0uXpf7rJx40Zs2bIFO3fuxI0bN2BlZYV+/fohOztbyZGWwYjKAsD8/Pz4DoMXqampDAALCQnhOxRe1KlTh+3du5fvMJQiOzubNWvWjJ07d465uLiwuXPn8h2Swq1cuZK1bduW7zB48c0337Bu3brxHQbv5s6dy5o0acIkEgnfoSjcgAED2KRJk2S2eXl5sXHjxvEUkXLk5eUxoVDIzpw5I7O9bdu2bNmyZTxFpXhv5y4SiYRZWVmx9evXc9sKCgqYSCRiP//8Mw8RlqIeYKKSMjMzAQCmpqY8R6JcYrEYhw8fRm5uLpydnfkORylmzpyJAQMGoG/fvnyHolSPHz+GjY0NGjVqhFGjRuHZs2d8h6QUp0+fRseOHTF8+HBYWFigffv2+PXXX/kOS6mKiorw+++/Y9KkSRAIBHyHo3DdunXDhQsX8OjRIwDAnTt3EBoaCg8PD54jU6ySkhKIxWLo6urKbNfT00NoaChPUSlfXFwcUlJS0L9/f26bjo4OXFxcEBYWxltcmrwdmZBKMMawYMECdOvWDY6OjnyHoxTR0dFwdnZGQUEBDA0N4efnBwcHB77DUrjDhw/j1q1btbIm7l06d+6MgwcPwt7eHq9evcKaNWvQpUsX3Lt3D3Xr1uU7PIV69uwZdu/ejQULFmDp0qW4fv065syZAx0dHXz++ed8h6cUJ0+eREZGBry9vfkORSm++eYbZGZmokWLFhAKhRCLxfj+++8xevRovkNTKCMjIzg7O8PHxwctW7aEpaUl/vrrL1y7dg3NmjXjOzylSUlJAQBYWlrKbLe0tMTz58/5CAkAJcBEBc2aNQt3795Vq0/IzZs3R1RUFDIyMnD8+HFMmDABISEhtToJTkxMxNy5cxEcHFyuh6S2c3d35/7funVrODs7o0mTJjhw4AAWLFjAY2SKJ5FI0LFjR6xduxYA0L59e9y7dw+7d+9WmwR43759cHd3h42NDd+hKMWRI0fw+++/488//0SrVq0QFRWFefPmwcbGBhMmTOA7PIU6dOgQJk2ahHr16kEoFOKTTz7BmDFjcOvWLb5DU7q3v+1gjPH6DQglwESlzJ49G6dPn8aVK1dQv359vsNRGm1tbTRt2hQA0LFjR9y4cQPbt2/Hnj17eI5McSIjI5GamooOHTpw28RiMa5cuYKdO3eisLAQQqGQxwiVx8DAAK1bt8bjx4/5DkXhrK2ty32wa9myJY4fP85TRMr1/PlznD9/HidOnOA7FKVZtGgRFi9ejFGjRgEo/dD3/PlzrFu3rtYnwE2aNEFISAhyc3ORlZUFa2trjBw5Eo0aNeI7NKWRznCTkpICa2trbntqamq5XmFlohpgohIYY5g1axZOnDiBixcvqtXFoSKMMRQWFvIdhkL16dMH0dHRiIqK4m4dO3bE2LFjERUVpTbJLwAUFhbiwYMHMn8caquuXbuWm+Lw0aNHsLOz4yki5fL19YWFhQUGDBjAdyhKk5eXBw0N2XRDKBSqxTRoUgYGBrC2tkZ6ejqCgoIwePBgvkNSmkaNGsHKyoqb+QQorYMPCQlBly5deIuLeoBVTE5ODp48ecLdj4uLQ1RUFExNTdGgQQMeI1OsmTNn4s8//8SpU6dgZGTE1QyJRCLo6enxHJ1iLV26FO7u7rC1tUV2djYOHz6My5cvIzAwkO/QFMrIyKhcjbeBgQHq1q1b62u/Fy5ciIEDB6JBgwZITU3FmjVrkJWVVet7wwBg/vz56NKlC9auXYsRI0bg+vXr+OWXX/DLL7/wHZrCSSQS+Pr6YsKECdDUVJ8/vwMHDsT333+PBg0aoFWrVrh9+za2bNmCSZMm8R2awgUFBYExhubNm+PJkydYtGgRmjdvjokTJ/Idmly9L3eZN28e1q5di2bNmqFZs2ZYu3Yt9PX1MWbMGP6C5m3+CVKhS5cuMQDlbhMmTOA7NIWq6JwBMF9fX75DU7hJkyYxOzs7pq2tzczNzVmfPn1YcHAw32HxQl2mQRs5ciSztrZmWlpazMbGhnl5ebF79+7xHZbS/PPPP8zR0ZHp6OiwFi1asF9++YXvkJQiKCiIAWAPHz7kOxSlysrKYnPnzmUNGjRgurq6rHHjxmzZsmWssLCQ79AU7siRI6xx48ZMW1ubWVlZsZkzZ7KMjAy+w5K79+UuEomErVy5kllZWTEdHR3Wo0cPFh0dzWvMAsYYU3rWTQghhBBCCE+oBpgQQgghhKgVSoAJIYQQQohaoQSYEEIIIYSoFUqACSGEEEKIWqEEmBBCCCGEqBVKgAkhhBBCiFqhBJgQQgghhKgVSoAJIYQoxKpVq9CuXbty2ywtLSEQCHDy5Ele4iKEEFoIgxBCeNazZ0+0a9cO27Zt4zuUDyYQCODn54chQ4Zw23JyclBYWIi6desCAB48eAAHBwf4+fnByckJderUgY6ODk8RE0LUmfosRk4IIUSpDA0NYWhoyN1/+vQpAGDw4MEQCAR8hUUIIVQCQQghfPL29kZISAi2b98OgUAAgUCA+Ph4hISEoFOnTtDR0YG1tTUWL16MkpIS7nk9e/bErFmzMGvWLJiYmKBu3br49ttv8b4v9QQCAfbs2QNPT0/o6+ujZcuWCA8Px5MnT9CzZ08YGBjA2dmZS1aldu/ejSZNmkBbWxvNmzfHoUOHuMcaNmwIABg6dCgEAgF3v2wJxKpVqzBw4EAAgIaGBiXAhBBeUQJMCCE82r59O5ydnTFlyhQkJycjOTkZWlpa8PDwwKeffoo7d+5g9+7d2LdvH9asWSPz3AMHDkBTUxPXrl3Djh07sHXrVuzdu/e9x/Tx8cHnn3+OqKgotGjRAmPGjMG0adOwZMkS3Lx5EwAwa9Ysrr2fnx/mzp2Lr776CjExMZg2bRomTpyIS5cuAQBu3LgBAPD19UVycjJ3v6yFCxfC19cXALjzJIQQvlAJBCGE8EgkEkFbWxv6+vqwsrICACxbtgy2trbYuXMnBAIBWrRogZcvX+Kbb77BihUroKFR2ndha2uLrVu3QiAQoHnz5oiOjsbWrVsxZcqUdx5z4sSJGDFiBADgm2++gbOzM5YvXw5XV1cAwNy5czFx4kSu/aZNm+Dt7Y0ZM2YAABYsWICIiAhs2rQJvXr1grm5OQDAxMSEO4e3GRoawsTEBAAqbUMIIcpCPcCEEKJiHjx4AGdnZ5kyga5duyInJwdJSUncNicnJ5k2zs7OePz4McRiMdauXcvV4BoaGiIhIYFr16ZNG+7/lpaWAIDWrVvLbCsoKEBWVhYXT9euXWVi7Nq1Kx48eCCnMyaEEOWiHmBCCFExjLFyNbLS2t6q1s5++eWXXC8vANjY2HD/19LS4v4v3V9F2yQSSblt74qREEJqCuoBJoQQnmlra0MsFnP3HRwcEBYWJjOgLSwsDEZGRqhXrx63LSIiQmY/ERERaNasGYRCIUxNTdG0aVPupqn54f0dLVu2RGhoqMy2sLAwtGzZkruvpaUlcw6EEKLKKAEmhBCeNWzYENeuXUN8fDzevHmDGTNmIDExEbNnz0ZsbCxOnTqFlStXYsGCBVz9LwAkJiZiwYIFePjwIf766y/8+OOPmDt3rtzjW7RoEfbv34+ff/4Zjx8/xpYtW3DixAksXLhQ5hwuXLiAlJQUpKenyz0GQgiRJ0qACSGEZwsXLoRQKISDgwPMzc1RXFyMgIAAXL9+HW3btsWXX36JyZMn49tvv5V53ueff478/Hx06tQJM2fOxOzZszF16lS5xzdkyBBs374dP/zwA1q1aoU9e/bA19cXPXv25Nps3rwZ586dg62tLdq3by/3GAghRJ5oJThCCKmBasPqcYQQwhfqASaEEEIIIWqFEmBCCCGEEKJWqASCEEIIIYSoFeoBJoQQQgghaoUSYEIIIYQQolYoASaEEEIIIWqFEmBCCCGEEKJWKAEmhBBCCCFqhRJgQgghhBCiVigBJoQQQgghaoUSYEIIIYQQolYoASaEEEIIIf+3EQUAPWsONoXy7WUAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "id_motif = np.arange(1, 11) # index for plot\n", + "\n", + "plt.figure(figsize=(8, 3))\n", + "plt.plot(id_motif, motifs[1][0], color=\"k\", marker=\"X\", ms=7)\n", + "plt.plot(id_motif[9], motifs[1][0][9], color=\"r\", marker=\"X\", ms=7, label=\"identified\")\n", + "plt.axhline(idx_sp0, color=\"k\", alpha=0.3, linestyle=\"--\", zorder=-1)\n", + "plt.axhline(idx_sp1, color=\"k\", alpha=0.3, linestyle=\"--\", zorder=-1)\n", + "plt.axhspan(idx_sp0, idx_sp0+m, color=\"grey\", alpha=0.15, label=\"similar subsequences\")\n", + "plt.axhspan(idx_sp1, idx_sp1+m, color=\"grey\", alpha=0.15)\n", + "plt.xticks(id_motif)\n", + "plt.xlabel(\"top-motif\")\n", + "plt.ylabel(\"data index\")\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can find those as **top 10th motifs** in this data. \n", + "Let's try displaying those on the actual data." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(20, 3))\n", + "plt.plot(T)\n", + "for i in motifs[1][0]:\n", + " plt.axvline(i, color=\"k\")\n", + "plt.axvline(motifs[1][0][9], color=\"r\", label=\"identified\")\n", + "plt.axvspan(idx_sp0, idx_sp0+m, color=\"grey\", alpha=0.3, label=\"similar subsequences\")\n", + "plt.axvspan(idx_sp1, idx_sp1+m, color=\"grey\", alpha=0.3)\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Although we found those as the 10th this time, the order in which it's found can vary depending on the data. \n", + "This is thought to be caused by the following situations. \n", + "1. There are many favorable candidates for the top-motifs because parts of the subsequences other than those we want to find also have repetitive characteristics. \n", + "2. Those subsequences we want to find repeat only once, so the order of the top-motif depends on other parts of the data. \n", + "\n", + "This characteristic like repeating only once can be used in the **Contrast Profile** we're going to introduce, which allows us to effectively find those.\n", + "\n" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "-----" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "v39", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "8a6bfd200c7cf5adb010f5ccf3201bdc50fbb61960f2054d83ce51c0679fd34a" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}