{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# NanoSIMS Clustering\n", "Author: Johann Maximilian Zollner, maximilian.zollner@tum.de\n", "\n", "The following is an example of clustering NanoSIMS data with Python. This notebook shall not only demonstrate how to use various packages for microscale image analysis but also serve as an introduction, raise questions, and give food for thought for the actual hackathon." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Matplotlib created a temporary cache directory at /tmp/matplotlib-dsmrh_3o because the default path (/.config/matplotlib) is not a writable directory; it is highly recommended to set the MPLCONFIGDIR environment variable to a writable directory, in particular to speed up the import of Matplotlib and to better support multiprocessing.\n" ] } ], "source": [ "import numpy as np\n", "import pandas as pd\n", "import tifffile\n", "import kneed\n", "import sklearn.decomposition\n", "import sklearn.cluster\n", "from tqdm import tqdm\n", "from matplotlib import pyplot as plt\n", "from scipy.spatial.distance import cdist\n", "from scipy.cluster.hierarchy import dendrogram, linkage\n", "from notebooks.scripts.clusteringentropy import clustering_entropy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Read data" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# choose an arbitrary \".tif\" file to process\n", "path = \"/path/to/data.tif\"" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Image shape: (256, 256, 7)\n", "New shape: (65536, 7)\n" ] } ], "source": [ "image = tifffile.imread(path)\n", "r,c,d = image.shape\n", "if r != c:\n", " image = np.transpose(image, [1,2,0])\n", " r,c,d = image.shape\n", "print('Image shape: ', image.shape)\n", "\n", "# convert to float\n", "image = np.float32(image)\n", "\n", "# normalize\n", "for channel in range(d):\n", " image[:,:,channel] = image[:,:,channel]/np.max(image[:,:,channel])\n", "\n", "# reshape the image to a 2D array\n", "values = image.reshape((-1, d))\n", "print('New shape: ', values.shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# visualize channels\n", "fig = plt.figure(dpi=200)\n", "\n", "# mass names\n", "mass_names = ['12C' '13C' '16O' '12C 14N' '12C 15N' '27Al 16O' '56Fe 16O']\n", "\n", "plt.set_cmap('jet')\n", "plt.tight_layout()\n", "for channel in range(d):\n", " plt.subplot(4,4,channel+1)\n", " plt.imshow(image[:,:,channel])\n", " plt.yticks(fontsize=4)\n", " plt.xticks(fontsize=4)\n", " plt.title(mass_names[channel], size=5)\n", "# plt.colorbar(fraction=0.046, pad=0.04)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## K-Means Clustering\n", "\n", "The scikit-learn library has various [clustering algorithms](https://scikit-learn.org/stable/modules/clustering.html#) implemented which can be applied to the data with few lines of code.\n", "Here, we will use the K-Means algorithm to cluster the data into four groups (background, organic matter, minerals, pores)." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# clustering with kmeans\n", "kmeans_4c = sklearn.cluster.KMeans(n_init='auto', n_clusters=3)\n", "kmeans_4c.fit(values)\n", "labels_4c = kmeans_4c.predict(values)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This (or a very similar) scheme may be applied for most of the [clustering algorithms from scikit-learn](https://scikit-learn.org/stable/modules/clustering.html#)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Evaluation\n", "Evaluating the clustering algorithm's performance is a non-trivial task compared to evaluating supervised methods. In the following, we present several approaches.\n", "\n", "First, we plot the image with the computed labels." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'K-Means with 3 Clusters')" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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iQ6KkfGsloVIC16xZQ3x8PK1bt8bX11ervvXq1QNKX8Iqi4MHD/LkyRNq167N/v37CQgIKFbFxdBLj7a2towdO5bNmzdz8+ZN4uPjWb58OTVr1lRbT3SlqJ9hZmYm58+fx9HRkfbt2wPQsWNHrK2tCQ8PJy8vr5ji+DxSv3599f+3bt3Sut9LL72kVg737t1rkOXNotbS0nJealOLvHPnzixfvpywsDBSU1PZu3cv3t7eZGdnM378eBITE3WSS3VtQcWuL10xxLUgEGiLUAwFAh2wtbXl4MGD6sS+//d//8eKFSv0Nr6vry/e3t7qJNTaBJ2oUC11HzhwQOd54+LiAGjWrBk2NjYltlH5JlYV9evXZ9asWcyYMQOAY8eO6TyGSjE8c+YMJ06cID8/n4CAAHXQh6WlJf7+/mRlZXH8+HH1knNF/AtVSYpN3R/szp076v/LWvovCZW1MSYmhuDgYK37qZZXy0PlrgCF38lniYiI0HpegJo1azJw4EB2794NSApn0QCqogFApX12Hh4eaoV6//79Os2vD/RxLQgE2iIUQ4FAR1TKoUp5mD17Nv/5z3/0Nv7y5cuZMWMGM2bMYMyYMVr3e++99wCIiopi/fr1ZbbNzMzUqIBSq1YtAG7evFmipSYyMpKffvpJa1l0ITc3t8z9KstlSRG85dG5c2csLCzIzs7m008/BYpbA1Wf4+LFiykoKMDOzk5rK21RHBwcAEhNTdW5r7541n/zWTIyMvjf//4HSFawZs2a6TT+u+++i7e3NyApib/99luZ7eVyOYsXL+bXX3/VavymTZuqP+9du3YV2//06VOWLVtWYt+CgoIyFdCiFvCi3yXV5wZlf3YTJ04EpOCu8pbSK+qDachrQSDQFvHtEggqgI2NDb/++ivdu3cHYM6cOWrFo7L06dOHlStXsnLlSurWrat1v4CAAPVS9AcffMBHH32kYR3Kzc3l3LlzzJo1i4YNG5KUlKTe16tXL2rUqEFKSgpvvfWW2ocpLy+P7du306tXL52tS9qyfPly+vTpww8//KAR8Zybm8v27dv573//C6B1WbWi2Nra8uqrrwKFlqZnFUPVe9X+Ll26VKjudevWrQH48ccf9RIJWxGGDx/OrFmziIiI0FDwMzMz2bdvH/7+/ly7dg2QFGFdFQwrKyv27NnDSy+9RHp6Oj169OCDDz7g999/1/DDi42N5csvv6R58+YsXLhQY19ZWFhYMGzYMAA+/fRTtm/frv4Bc+PGDYYMGVIs3ZGK+Ph4vLy8WLJkCX/88YeGknzlyhX1jyxbW1uNUn6Ojo5qa+CmTZtKVa5nzJiBt7c3OTk5dO3alXXr1mmk8ElNTeXQoUP885//pEuXLlod77MY8loQCLSmatIlCgTVj2dL4pVEVlaWomfPnup2n3zyiU5jqxJca0t5lU9yc3MVEyZM0EhobGdnp6hdu7a6ooLq9WzJtdmzZ2vsr1WrlsLCwkIBKDw9PRU//vhjqeejaEk8bWQvqa/qZW1trXByctIoY9aiRQvFX3/9pdO5UjF//nz1OC4uLsX25+fnq6uNAMUqYxSlrATXP/zwg3oMCwsLRf369RUNGzZU+Pv7l3sOnkXVRtfSZ6rqPICiRo0aCkdHx2Il4SwtLRXLly/XadxnefDggbrKSNH5nJycFJaWlhrb/fz8FLdv39b6+OLi4hRubm4a51JVpcbe3l4REhJSYv+iiapBKof3rDyWlpaKHTt2FJtTVQ0HpIo37u7uioYNGypGjRpV7Lg7duyobqsq+6iST/Vq0qRJsTm0+UwNfS0IBNqg+89igUCgxtramn379jFo0CCOHj3K/Pnzefr0KQsWLDCKPJaWlmzYsIHx48fzzTffcPr0aRISEsjNzcXFxYXmzZvz+uuvM3z4cI0gBID//Oc/tGrVinXr1nH16lXy8/Np0qQJQ4YMYdasWQaLRH3vvfeoX78+p06d4urVq/z111+kpaVRu3ZtWrVqxbBhw3j//fe1StlTEl27duWTTz5R//8s5ubmdOnShYMHD5baRhtUFqmvv/5afRza+tbpi1WrVnHo0CF+++03bt++TVJSEjk5OTg5OdG0aVO6du3K+PHjady4caXmcXNz4/jx45w+fZpt27Zx+vRp4uPjefLkCba2trRo0YLXXnuNf/zjHxrWOW1o0KABERERLFq0iEOHDpGUlISdnR2DBw9m/vz5NGnSpMR+9evXZ9++fZw6dYqzZ88SHx9PUlIS5ubmNGnShK5duzJt2jS8vLyK9f34449xcHDghx9+4Pr168THx6NQKPDw8Ch23GFhYezYsYOtW7dy4cIFHj9+TI0aNfDw8MDb25vu3bszcuRInY5ZhaGvBYFAG8wUChP3lBYIBAKBQCAQVAnCx1AgEAgEAoFAAAjFUCAQCAQCgUCgRCiGAoFAIBAIBAJAKIYCgUAgEAgEAiVCMRQIBAKBQCAQANVUMczOzmbBggU0bdqUmjVr4ubmxvjx40VhcYFAIBAIBIJKUO3S1aiyzp87d46XXnqJLl26EBsby/nz56lbty7nzp2jUaNGxhZTIBAIBAKBoNpR7SyGS5Ys4dy5c7z22mvcvHmTbdu2ERERwapVq3j06BHjx483togCgUAgEAgE1ZJqZTHMy8vDxcWFtLQ0Ll26RLt27TT2t23blitXrnDhwgU6dOhgJCkFAoFAIBAIqifVymIYHh5OWloajRs3LqYUglRAHmD//v1VLZpAIBAIBAJBtada1Uq+fPkyAO3bty9xv2r7lStXKjxHvXr1yMzM5OWXX67wGAKBQCAQCASG4v79+9ja2vLw4UO9j12tFMP79+8DUpH1klBtv3fvXrljtWrVqsTtjx49wszCjCSSKiilQCAQVIwaPKVOUgoZj8GuASQ51DG2SEZBjjlyaiDjKTIKjC2OUXFJf8zjODADLEvYbwFYtoDHZsW/Ky7yx6TegHxDC6kF5mgqHPYOkNLAkYJS1BAzFNR9nMwjHR7FZkCd+pBUq/i5sCedGtdyeVJkm4VSJruXIcmuel1r2fnZkGmYsauVYpiRkQGAjY1NifttbW0BSE9Pr/AcFhYW2De2Z9KfEys8hkAgEFQEc+R04TQtuUYEflzgxfOVzsaGVVvmwQTgAMzpveCFVg4/2beMpYNgrhvkX4PkWrU09udiSQhduUXjYn0XpyxjizPEVpGsZRH0Pjz8qlD2WDw4Tg9yS1R3pWth4acrCJqr/RwWwNz/wPwxxZ/fA9mPrVkU25XvnYCpy+HhrFrV8lr7qtUGXHAxyNjVSjHUJ3/++WeJ21u1aiWshQKBwCgUIOMUgZwi0NiiGJfDQMHnEDIVeW/ZC60YUhPp8d8Bvqz1Ho9xxoZsALKw1mhqRR6W5KrfmxnIomStfGUrX+VhAdAZvmcseViVqgyqsCIPG7IocijakyNZB8uaxwFwBRgNX/CvModTnes8LClAVgGBqh/VSjG0s7MDICsrq8T9mZnSVWBvb19lMgkEAoFAf8iQ03Drde5NmEqL7peQITe2SEYltNerTLx6ngetnUjHHj8i6L/4JAAHFnQjAj9AsrDNu7sKFhTpHA6JBpBpdl9gKbAYlu4pf6k6H8iaBLOOrIO5sKj5rFKVLBuymRO+Br6A+K26yZUPPJkCs0LXwWxY1Lr4PE2AMUuBoXDAvVuZ47XhKiNWHIA0OLa0M7/RRTeBqinVSjFUBYTEx8eXuF+1vWHDhlUmk0AgEAgqjvyZx5AluYzle+huJIFMjON053jrwpPhSSwRC5X/L4hVK4YAbISgYMPKYwEwDub7zOGTScsw10IxBFiRCQRDkCvIVsrLUAyzYDkEVTC5yOpc5Ty1wHJdHgXPWFVdgXsf12UjE8ody504rs2Ge0DLpTeEYmiKtG3bFoBLly6VuF+1vU2bNlUmk0AgEAgqThzuBO+aCPEQMO0wXfjN2CIJyiAfYAF8krQMNlLiIr8HMG4c0LH4vicTLJCXoBS6ksSUC9/CSYjXQ8a5JxthjucaqFlk41fQ8iXYjW/lJ3iOqVaKob+/P7Vq1eL27dtERkbi4+OjsX/nzp0ADBgwwAjSCQQCgUBX4nCH4cnAcU7/oz9dXIViaOoEXQemlL7fA7izqR6beEfrMZ15DIMgKKGy0kmszgVmFr7/twwuFbw4y8GVoVophpaWlkyZMoWlS5fywQcfcPToUXUk8urVq7ly5QoBAQGi6olAIBBUE1xJhHnOEDsKH9cwY4tj8tzFg/5L7wBwAA/jClMGz7oIlIe5gXxJA4HAIUB3SMCtxDZD+IX2F6KL70gBpkFLWzhGM4PIZ4pUK8UQYN68eRw/fpwzZ87g5eVFly5duHfvHhEREdStW5fvvvvO2CIKBAKBQEsac5sPP1kGgCV5RpbG9InAj6sfS+5Sz0YlC4oT6ANbdw8iFs9Sz1f7tdF8/mHx7eOs4EpOe07z+gt1rqudYlizZk1OnTrFsmXL+Omnn/jll19wcnJi3LhxfPLJJ6UmvxYIBAKB6SGjADsqnnu2NG7SjOPyHuTlSClLHG1T6ctBXAwSp1u1ZGGNPen8g224KNOrySiAc0YWTEkyELgvnkkDv+Y4PUrMsVhlmEMG9sUUO3PkdOc4LbkGJyTjoIoWwCh3oC/8hdsLpRRCNVQMAaytrVm8eDGLFy82tigCgUAgMEG23/4nNDmPKmFLBn2IUPgxgH3GFUxPeBJLq3Z32BdZuC3WWMI8w3UgeBB4kcI/k7ezwGmOsUUqhj3pdJ5yiX1fwINn9o3ygpM3X+M2jUtdfn6eqZaKoUAgELyo2JCNN1ewR6oEJUfGDZoa7AGWhxVX8SYZZ/U2D2JpzG2DJp6WY04sHtymMS4k4c1VneazcEwnH29QVYdwtJBSoVRz7EmnDVfpwEUSI6HkHB1VQwvgVaR0LuGAPZJPnzkQClwB/DKRyoyUgup4fIjkSbKBBUZKnu3NVTy4CxGlnL9MKVVNFtY8pk6xlDfPOzWMLYBAIBAItMebK/QPPMnLZud52ew8bc3PMilli8HmS8SFQwOGct7sZfVr+5a3DTZfUbYeGc95s8YcmDyCdOx06vtP5+95TXGOVxX3eVVxn4C/D9OBCwaStOp4ndO80SKUv8wy2GZkWUYNgURFWwKPSOr3AMCjwAInRS1GalkkxJeLvNEulBSzNH6sSKUTHXEjgUFjj2JjFsPmUr4OGxIg3yye/t1PSkvNLxjCYigQCATVCCvy4I5k6bgHIIfpYdBk4G11m3TsSdRTHVU55hAPcLVw42NPvYxdLo+V815vwE2a8RIJuJKkUfatNF4igZdIIBsbEqUCaNK5q+bYk07EdThkbEEAaklR0h3dLmMBOFvBb7IupGPPaN+9tIkAhW3ZQziSypVI2F1GGyegPpBOxZfLrcjDlURacg3FQfixjLbpQDTQ8jo04RbJOJOAW7ml/J4XhGIoEAgE1YireON+P45hCfd40gj+lwt3B8HbzbcXNloMy0Z8qBeneVcSaf3H78Rmvqbe9qrtgUqPqw293trLmcGdyNgJR+sOgv4wetN3NOaW1mOcpgvnXwmAmhBwWiTQ1ichm2F0+F4SYzRL78XiyeVzXjQgme/pUel5pvrBk3ALHDbls2FicZ9AbfDhD/qPPQknITil7LaTbMHmDpAGrfrdoRV3OPdrW36lb0XEr3YIxVAgEAiqEX/jyI+8iadbLOO9tpIfBVtA8vhXErQHZCP04/9nTRaD2QPlWH70jYwCXiWCV20jWNL6U3i8HjZPJn2TvU7jJOIKF64A9hp+koLKEwKExGhuU/m+7mR4mX3NkWNJHjZkkVneRD6wSfYOU4d+g/VEHYUsADvS8SSWK8FlWyZV2HjCVpdBNHO5icvBaB7AcxHNri1CMRQIBALBc4sfEdyLfBvMwYfjxhbnueZQLozqfZ4A//McXhBAOJ1KbdubI3SceRnOwYZyxo35GqZlfgMXUCbn0Z6QSBg9dC8kwWZt+0Qp+zQCTkADTwjGX8eZqy9CMRQIBIJqiMxAlSJKq1ihS0Tws2PoJ3rZvEJjNeUG89p+rIf5BeURDQQdhcCj0HTBjTIVww5plwlehVZOAT8CBFdMphAgZE/F+kwGrqx88croCcVQIBAIqhGexDI+dCtEAZMgqACSZ8D/9KQnXqQDR78eBA+VGxyh27QDdOKM1mOkY8e6iFlwHFrMvcQwdlZKpvYdwrj0n4ngC3WogpwmgkoRCwS+85BPui8jdMyrHKe7et9wdtJ2Ywzs00wq7QGMGwP4QPxM2FiVAgs0EIqhQCAQVCM8iCU+UIpK7qyoyUYmMCtynfbrZOVwQe4Lk44hZaYD8ObMuK50qqW9YphKbXgDSF1NdOvpMKhyimFvjtJ79tFKjSGoOmKBoM1QfzNMDDjPcfdCxbDtyRhWT4Qnz/SpD9z5oR77Gci00G9gf5WJK3gGoRgKBAJBNUK1hJwIOC3MYVbfdfCsznQCZoWvI8VfUhzT0T5go5nsBmfH9YTYntKGmpDzMyxp8mmpfSx8nvC+81dkY8O3996HKAsYDsRPx6n/A+SYc5C+XD7Rkbrd7/NPvsdamWz6L9ykPrcsio3bovslBvNLucvHeVixjVHcO9Ecr+6XGc4ugybfNgbtiGRozCE4iNHzF6p4C/AaDVyA1TGScjeqG2AO+44ql4mXwycTlhV2ug/Tx0Gxj6cRHKYZWdjAbAiyg/itxrUcRgM9g8PoGRBGsPswbtDUiNJUHUIxFAgEgmrIA2D1YjBfTLFKw0uTwL4zTPXJwfWPJJ0Uwy6cxm9TBAVIGYrjcGdv3dHw+PNS++TXnMpf2W48po60JsgxiO/ClPqfY0M2AJe/6AhT1vMocDJZp2zUiuEtmij7FB8/+v9NZcCy/eUqeXJk3BvbHII/J2bmVOT/LV+ZrG4MSTnEvqaSsvWstc1YeH0Aa9e9x7SEb3CpD32sIPTEq2RjzQDnUBalwPIvwPqLwj5TZ8DaTe8Vywkox5w8LClAxhL/Gdj4ZzHdaz0YsfJtCHBpLPgDnRThQjEUCAQCgemRjDMBEyDoIGxLkKwaz5KP5L+VfBXeTtjOdbeGHKE3j7VI12JJrkYC6WxsYAywZiqgWmLuA+Z+UHAX+AlyEtl1eYwyIfVFIAWLmnk4kgoog1E6AjUnQ38pgCQOd47Qm4ehjdR9CnkLzL0gsOwgm2xsOE4PbqQ1lZ7ipMBh+DLoXzS1vUEPTmiVDLs6YFYgnSFTUAqHAm28pH9ScSRfmcooPhcCrp9H4QJmvSHoHOy7K7k9qPv0kvqofniURC6WyJGBleGPpTyeIJ33egYK9jJFhGIoEAgE1YireJO8wZmm3GRUo/ME3S297RY5NKwPw9zukfDgKqcI1Hk+F5J4+7P1JH9WhwOvjYBz4TDOj2Gbgtm1bQz8wx7YDD5NkNYHY1GaADWY3GE1ydnO2JOOPRnsZyAPzWyRFkZji7S0hjVejJy2Ra1YlsZjnLn8Wkc4t69wjKj1ZNjV51L/gfjtP4/zc6IYmgoWQJt1sOWDkcUUvP1AdAvoDFgXWPCbrAsDO5/kanjpfQSmh1AMBQKBoBpRgIz7uCNDToDt+TLbPkEqZNcmgQpbzuTISMKVBNygCXDubagnLTFLT5C3kOyW4aBcNi7sa85NmpKAG+7E0ZjbJOFCCIHcu9Fc2aoJ0sJ4AdKiXQsIlNLMlC+buVIfvAT4Ac0Ld9ar0OGaDE24jUdRhfk+DLWC6FzJOJpdSr8qwQVu0bjYZmvAC3B1A5LzcXeJQ529upQ+ZdICilblvof0LcuviMwCralhbAEEAoFAYLok4sKhAUO5bOYFPaC94gHYwXmzxhAMLRT34HhnJAVPkzws2bVoDGfNmrJ9i/SI35T4DmfNOsJgqKu4T42HzZFCmOvDz4G8qrjOmLblpTx+FmuY2Yf2igfqV/8NO7Av5n1ZPTBHzttbt9PY7Lz6xRdwN8cLv5vQ3tgClsIAwKPAgnsP6sJocDCLYXNkxcYqQMaWISN5oGivfgWekAJcBIZFWAwFAkGVYkM2rhUsL5WLJUm4vtBLUebIcSFRsiaVW0us8mhY5Zr0pDdHuVSvs/TevAHdOc7j7nV4hAPSQmNDwBsbuyzJT+wCwEY4HsTttxvzNMoWCIOMzrzObzx2rUMorwDW1AjMpBdHSpUlGxupxB1SDWcZBdAAeNgefKAZN3EkFUdSq3/wSZRmRG7QfTjN68i9zPGziiYlV/pYjGo5VJJtZ0Eb8vH0hEuyJsiR4XbxEVuQnAq8gYpUI7xFYw0rY7NuN3mVDHUolcpxwVDnwALp5443kG0KDo9VhFAMBQJBlTKQfbTqfkf32lYAAbB13SCu0VLvclUXvLnK0EmH4ChsK8O/UF+4kkiLq5eIy/Shu+1WAHq9u5cz/+hEU9swddSxxKuwsydOgx/QW3ZQc6DgCLbvfBuGQ42H7Wjsehl34qRIZi05RSCXXukMdtDt1AHaEUnr33/nRrIf+UGwddJ42Alzei+o/IGbKGfohGPO34y6/pCYFsqqIEZmp2w4vRVH4HoK7ftFw1UITgMnYNxyeDTLjr1lVEHRlv0MoLfiCF2VEe1OMTnENzVcSpsegN/vcM+3rkaS7ucdoRgKBAKDYEVeiRGlLVPuEHxSu1JYzzI5CtzXxRGLJ1lYV17IaoA5cizJU793J467X8MWJJ8uBySLSVl+V/lIllobstUpQcpDjjnZynM8gP3IbOXkYUk21vgQSQfbiyVY5erTetjvDEaqQZahkSbnEOQcgqgg3nT9iTpSCLNyDulIZOZyddoSeREZZcpzkIQrXLgIOJFMHazJYjB7yHa2YdXDeZARBAeCkPeWqWUrehzWZJu8JdGKPGyUio8D0meXDSAHG7JIxJVt/APf5hfwtw2rEquxCtX37VnjWRzufM8/GdJ8D5kH77Ff2dYDYAx8zr/1Mv9dPPiK99XvW3pdY7T7XojTy/DF8ACO+YqSeAKBQFBpbMhmTviakn/Kn6uYsRAkp/tR3S/RufMlji16MW7Yb/ITXpPiUceO3JfKxtYHJi4AegEjISih9DHOA+MCo2nvF03Y8vYcoXe5896kKbvmj4FYaP9DGF0JYVXoPFgCfKVgTuOFFTugyIsEd5kINZXvHZEOqEkfejvvQI6MVeHzIKhInynw4aBldOIM2yPfBnPw5rhW052hE6GT34Ca0Oez3XSQ1rZNEnvSmXVyHfwA+MP034HFsHQ/RITC+JFbQZkahiTYVYVKoQMw/QNgAoT5aHo59uUgr8yMgnOwAWn5dcxyYCDsdetVdUIK9IJQDAUCgd6xIQuWQ5Cey1pFA0Enwf8kNF1044VQDL0i4/n8a80sfyAFIKQsqsnXTGJOrzVllsSLBYJCwTsUui6/ppVimIgrLEkEwri2riuv1zoN/wGOB8FXQfDfkvvJkKx+pbMfwop+MUbSdscT+iItPWdjDSuV86h4HETWIBsac5s5bXVbJr5NY/gqBHAi9jMPk1YMbciGpbD8JMweAfN95/DJpGWY74dDwKEdxpPNHmA2zHefU2yfT1oUwasKVwECgZhZDfiesVUnoEBvCMVQIBDojTokMy3yGzgB8QaoddoeGDgN8Ie9tNP/BCbI7z6tmbohimLZZpzgAJ3Iw5L8NRDki6SM62lZzZ042NkT4ofhV+twmW3b8QdH1w0CO2hCMOnYsS5iFhwADmSV0qsHjOsMgUX6XJwFvwC/PNMnMp5v/m8a2CnfN4dho4JpwbVyj8Obq8R/NRRqQkuCy21vTNKxh40w+yhc79sQkP7O/upeYQm5C7B5s2bmR2NzutZrjPnhLKQpN7jBbinkRKBn/Iig/56T7P4bqO1ikDmEYigQCPSGC4nQr+xlzcrgBxxb82IsIavYxwD2TRhQZpvFtebAB/CJ+TKYpJ95PYhlzrBC61x2GT6dHbhIhw8uqt/H4Q79gcdBZczQmf6bduDN1cI+b5TWZ6NkRVQzkhujmmmlGPoQic/7keW2MwWysGa+5xyKuNHxI29qvH+Ln2iy+Z5JKYanCOTUmEBji/FC4Md59g2FR0Dd2oaZQyiGAoFAb5hXomyUNTDbDQgoo5Ef6nQlAsOiCtLIwJ6NmRPIOFdXyh+dEQQTpDZn6MTJiP7UbJ7ChFobycaGbx9MgLCa8DheqzkqFgyifR9TDzbRFTkyLIwtRCm8TBwTk4KhALa4jdQ9ofULihsJTErZglkmBLsPK7Mm8zVaMnDGeerqmupTB4RiKBAITAIHgF9hhc+UUtvIMX9hopFNhcfUIaN5XYjfDL+MY8pnK7BSRkmfvNgfOm4jx24Uf6W7SalnGsiAz6GaJpcWVBwfIrnrKn3yfooIoRhqSUuiSXGBW3LoovitTMUwhEAiVr7K40M/6ZDoSTeEYigQCCrMy8TRnePqXHb14tKI13IZuT4wwQnMVIlva8FDn1qSn5XAIKQDTltzmDT6a07RtcwHUDJ1OEJvYhM9oDWQOo4aHTOxJ4NIfIiQ+0nRxDyAjER2/TkGKQPNRYqHyhSlPTAQAmHvveGE1OsKQFq8KzxWJd0ZCeZFclUW3AV+4tmkPNnYcJwe3EhrCueUG0Pgy8x/0dL2GoGEVLgUYFViTzq9OYIjqZygB3dLqDVtLByACVbg4A0P3J3KbCtDTgrS96x+JVYPnneacZOunFKn86oXlwbdpRzgv5eyIqLqk4AbR+jNUwMWrhOKoUAgqDCD+YVUswz+UL7PQvv8hH2AW8kNiMAPkJbIEjGMM7VAIhYIfhM83kxhzM1dzPcqHmGq4gZNuWPRCgpi4LoXI5ttkXxIgUNbhsK4Q8AxpIrMP0Lrhsqe5XwDmgykW8wBQhK78rReBmnqb0++sq81rGnJsGmFgSK7do2B4U7wTMWcxzhz+bWOcG4fUr1lIGo9GXYenO/fhw77L+JcDRTDJtymbbsYrkTCqJxt/MdqtrFFUuMNWCbDFtuR4vrUE2NidhHWtNCm3scNrj9oyBk6leoqM+buLsIaQee+KVz91bCBPUIxFAgEFSYLa5o4ZWgYiNpo2bdBNylysSyrlUC/WCBVkPMCqFVym2TqcI2WnE7sAgXXgEtwy4uEZm5Yk4U9GfAQIKJIryegDCIplwz4Czee3rIFTkjja2ANjyEBt8JNj0HTWviEqBudSW9mr7QUXkKyRPYobFJPO3GqkpeJozG3ScSFmzTDmixacg0/zhMfKR2Fd+bTYgmkQYr4b8k1WsXd4ZgBZawP+IPaj9HLC363bU0sHjTlBq4kcZvG3McdNxJoxk2ScdaoRpQNeMXE09UrRL1N1ac64Ip0DlwDIAsbvY3rSaxUyjJUyi36RLndO0H6vpdpKU6Wvh+dL0AXTmNrwMzmQjEUCAQV5heG4JMcWSEH/9vYc4NmBpBKUBoNgcAQCAtoX2o6keN0J8airVIpPA6kQ/8IwvAj7HpP5jSrZLm5h8FEm/kjLTlHl9AgG5Yc4+ySFkW2haDps3gemjtwD3uklMrWMHMg7f8bpm7hRiT2JubnOPF6MMmtwXkurF40mU6coaP3Za5FSWfaoYy+b/ITdZwzuJhSXJXWq4xeEHOzgdo6GIcVkfhgTzqjF+8lcSF0++Ms833mMPnuFpK9wHkGrF1eqMhfAVyaQlPOApKSqepTHZjsBnce1OMwzfRafnP8ya0kdi+0s1eEDUkQaBYv/XYwUGVQoRgKBIIK8xjnF6qGaHXHAqAR3KRZqb6c2dgoffouISlj+UjplcMhbDqxzTyUFsOKcovyHQ7Cla/SeALsLvLeGnxRJ8k2WRIhXA4Dr0JjbkvWwyjJ1pqNFJlvdh88nWKLda0bmcGGFPWCud5wBc0FYl84Qu9iy8a1SYU4yU48MBo8fWLhKpyXQ58oaMwtXEnE3gpu5UqKrqqKtgUwNwbwqZysNmRTh8dq3zx34lDo0XDmhGQxpQOcoIfeLJx1SJZ+pITC+iLbVWUDG7hBFJZajZWCdGVmUfYPicogFEOBQCB4QYgFnnjBeJ+tpJyryWd8VKxNICEcLOhLyuEx0D8CSSkEeAIT7rL1w/GQcaUKpX5+2B3Qh0DFKTiaw6COR6U1/QcwKgWuecN+INkXxrfYWqxvcnTZIT0VwQKYPAFSNtRUb/udJqTiWKxtOvac29CWwK+uwZp8xntvhdHgX2ABofn073wSXgZiYFQm3G0h1fPWJwPZR6ved0AV4JYJwXo8KVN9IScELtm20FtaLBuymbbjG1gMF6M09022AocYiHFvoLVlcoIMnGNgYX8zvchXEkIxFAgELzzmyLFUpmBRUS3T4lhJVo9sCq01RckGVueCQwRMD83BJiCbPCwpQEYeVuRhiSuJvC/7mtP9uhBWzGN0C2ToU2CVzaO0hTULJLtKPiUfkWliRZ7aqlWUGzTjBs2Y47WGDREw7jqc+CEAmZscf9swsjPhf3IgqviYBqMbfF0kK7ocGblK65XNM+f8CL05IuvNQvkKVkfB9Ez4XDaVmX6rOBoOA6Lh1E+vkYU1/ZxO6k2TVV2fLVPuEHxU+wA3nekAn9l+qNdrX0YB7ICgEj5TBy/4zn10mb6F6ntTrpS907kR7PDsz9+cEelqBAKBwFCM5XsaTXmI2p/bF4I/KDvRrCny+7jWTG0dBWtheXDpqlQ2wJswp+8a8ldKlVO2MYp7Q5pDD3j3g3VVIO1QWNdGUjT/XwiSH+EzOM6VUuKsAw6vpuKeWVWHJ7GM37wVQstoFC7pTIfSYGA/qeEuw8USlEo+kD8Z5hxdU7hxLKzoNoVm3GTQiqOFbqC14PIaL3YynD9nNWJ6tztc921ILpYctO3D0OhDcAe6fXgW7sA+PVryJrCR+pNSIByS9DdsteDjtBVYzAQOStftsRgYMfSAVF3KzTARVkIxFAgELzyNIh6y+otCtWPCZnD7IKHaKYb7GMA+3wF8MnsZ1mUohvkoyxZuhKDWwDS4F94cfvkcfplK6geOyJEZWNo2DPpgK6nUJvT/vUKJiuEYmNVvESvqLYTD1pSnGMqVjzRjVjtxIZGsKbBCC0XvEnDJyG6RS9OAzYXvg+6Cfbd0PLjLxdnS8jZIvncTZ8Sw0x1+ZhT4Fvb5Ax/+aO7DkOa/oOgXre6jL+qfTGH519XJZlxIZapBAVgEQ9DGwvfhQPgeZUk8t9J6VQ6hGAoEAoGJYI6c2ZkrqFnExSxnNKy0naFe3tOG31u3ZupXUXAC1u94NvtfeUSw699jIBVgn0499c46JKUwGMpWCgvgQ1h2azG1Zj7kX1ZfmmQpvLm1wGI+hU/eC7A5GJOqexwTCpNXbYEY5Wkvg+HspO3mGOgOK9wLKxZ5AONGA63h7lwpNXlF+IAvqbcxDTbqUgRRd4I8gWmQPw7ydLjOyqIOyUy7/g2cgOTd5bcvihV5zE5bhcUOYJVexNEJoRgKBAKBiWBJHjWnQNDmwm1BoWD5Q65OiuE+BrDv/QF88P6XeJil6agYHoJ1h8pvViUEwTxt2uXDQ6lt2sMg5P+TmaRiaPEBLJlRqOS/xU80Cb5nUorhjwAztWvb9mgMy9+B2f5gH1aYGsgDuPNTPfYzkGnh31CRYHFz5NT7NI2gubr31ZkFMH+cflPpOJMMfSULrK5YkovFFAgqTzM3EEIxFAgEAhNB38rMNVrSZ8ZZ+pyD4PCynfYb+McQ/8ZUCAMyPgccoN44qANEHaPs9DEVk27vltHgCAwHrgdVYh4LYBZ0tIAJlBj4oW96cIKA6+e517wuP/BP7RT3gzBvxCpQBQGfgG0GlVJ/ZAOsgk8mLSO0+asaaaqeXIDJoVtADryP9PfoQ6bV+oZ8HT9OK/J4kx9pFPUQ9uhP/jLZCp/4LuN664ZsYxQFlXCjcCOBCWlbsIiAmHKUwvgoKbdhjh9stH2XLKx5h83UvZABJyssQqURiqFAIBA8p5ymCxdWdqArIfibRZWpGL7JT2Qdsubr5Enk1/ECGtLorz9pyTUOWI+AHH0rhntg3HFgKI0UadI89iMgoyLzmMNmC6a8vQKrZ6LLDUXAwfNs6AcThzzCfnc6uTiX22d5JFi3K3xfQHUIp5FIAVavBfu1MHHveY4PLFQM/5cL9oHwbyf4LflVsrHmjUahfH4XnVOM25BFozcf8vnWqvMpXH4UrL1h6ox7WK7Mo6ASUcktieaJM/woL//YtwD23WGCLTTLuEECbtRtl8HnkbqfN30iFEOBQGDyxOLJcbpjTzq9OYKj5ABXaXy5iC8X4KBmwbXnhQJkpGNPOva8VFqjcJg07Wtu0IzTdMHeMV2dZcSedOlcG+RJkY+kbkRz59ee3GndFDJUn8JIpLIOF0HbUIaa6O17oRW5ygjZCzAhdyOpVo4A1I9J4VopgSelpRGqDBbAm4CnJ4TcLTGER288QSn/QZg08Gs4Kim3qk8yPRPSsZOSpGcWZquxKGU8kHzxenBc/dnZy9Phgv5zNpaF+nOpRCqml4kjkBC8LsQTJtdOftV5u5oJPaPCwAWSr1btsZeEUAwFAoHJsz93AGk1s3lYsy3u2XF04oxexh209SiH3pRKVFXHiEd9sGEHNDBLoc+Ms1xY2cEIEpyH/k+Q1IdbgDWsacmwacHs+r8xsFLfMa765fM48Kj5FAvl4/wcBsyzVwIugOc52OHXnxGTDhDytWHnywc2fA0Nvk7hGJX/QdWBC7R0vsPhItpQTCXHNAZ9OUieWQq70P3zDwHivQuvAGMjFEOBQGBUsrHhGi1Jx55m3OAldVkD+As3btCMtMP1gGDIKeB08uvgDC25ppOFyBy5us8Nmkklv2pBE6SHWyxSeTB/oIE/RFbHBNcVwAGphjJO0ntHWSop9AFHsOeYHmdqAXgD95AKq6nIRyoKp8IaHiNVnkgtb0wL4FVp7CZ6FLUMmnAbNxLU+f1SqBoLT33AD8lqp1ps9wfaWEGKX02pcobzgSqQRCrLV1JpvuRc8OM8eVjyJK1QRg+AXHid08X6dE66RFiK5jfCaMRBF37jL9y4RkudfA2tyeIcmt9kbcmuYD9DUcPYAggEghebONw51HUoYWaBbEp8R2Pft39OIczMHwZHICkUh8ivE89J6/6coIdO87gTx4h3DhDoGMaEzG8B2NJ3JMmKtgxcJ9XXmOwCtRR1ORbWmavFqn48n4x6H54o2rLj4/6kY09vjvCqIpTOfx/Dhz/0N1GPUbRWZMLKPqi10BLJhiXHCDNrAxvLi46uD8E9aa+IZUyHDfqTtRTMkfP21u20MQvj0NyqdT+Y2BysFQ3oHA3tkV6do+FKTnt+4q0qlKR09gOpZhlkmaXwY670Q6vnT5CqaA0J0MYsrNjriiucN7bgSrYdBA+zS4z48AAuOsbyP08Ii6FAINAbeViRjDO5WJXaxopcXEhCjoxEXLhFYwhRABt5em4ysYM8CxuHAfxP+UZl29sDOfeIvteD2IYXqcNj7LRw1ZYhhxgIT4PAFMAWbtGYWzSmY/fLtAfwhaP05j7uFTwD1ZAW8Ct9ycCex9TBily6c0L9+cTiATl6mKcBeHOVqCavULbXGSjT+Jax3wLJztmGmv1T6FuRfCgVQIYcLsJ6Hfu5IqnCKeiaU7IIblJJuvTmZ2gvk8yVl5q34Ai9gconUtaG+kgW5kRKtpKmoEx3o8QVoJEUHf9KQpTO562qiVa+gg5CkzW3AUjCtUzLoQ3Z1OExTnE5JpggqWIIxVAgEOiNONzZOnE8/FxGoynw3rK13KIxJ3v2h+MgpdJNgcGJBNtNLGybcRdpoWUWRNlINWT/cQy4Ch49CG4wkVq3HvJvq8/LlS0BNy6HedGKv9haJNUGwI7m/QlUhHAJd2kJ8wVkU+47pDWpB4NhzP82kIojB4aMgANAwa7KT7D5Ilt3joeM0tQKXXgVfu5JrcEP6Wv1S+VlMyAWwOQPIGVdTZwm5bD068pZGs/QCeeCx+r/qwonYOJKePKhBQ598wk6Wn6fFCCxI7zdejsRVVn/uZLsioFhTcPo2SuMHev6cwXvUtt+IP8CB/98nkSaVqLyyiAUQ4HgOUBVaF2OTKdEyBUlD6sSKwQk4gIbAYJK7/xVEMnLnInFE45fAYqWBVhfcmSgow3DWgVzpZU3Mf9wRbImrYb4+qSdG0NGgH2xLjLlOVHlBszCmp0ML1GkK3iXefOvKuSYg5VklVFTs7TWlcMapd3OVvLzTDtXD+KDYeMYkv/nLH2Wv8Sj/ED1wH7IqGggiYVSYhVNaDvqHAOMXZmlHKxRfpZD4TM+4pO+y0DH4BD1kduCHBmPcWYjE/QtarlYA4yEz2QfsdB/BWihGOajtK5WI6UQJH+/qzEwOQYc16WW2dbhQj6rI6pP2iFtEIqhQPAcsDBhBSwEPoZFnrMqlaBVGzbKJ5AyvH7xJcbHAOX4haWGsKvLGIgHjSKt5fV5bYxy/M2AB0waB28Av8Ca/5RQteAfMPnt1ThLnaoFeVhy76u6TH/nkXrbPb+6UvoPPWINzB4NTINRfpvZPuBtaaX+lzHwEA6NGKp8mJtK+uWPINhGSoYNymXp48YUqFycgKkfAOMg1PfVCo8z1wvYBI/87Uin+A8ggUDfCMVQIKjmmCOHr6VC60G1QLZSbjDFUK68ZaTsrA+/LKdiSV5CICxE9z7nivbxp+76+wxnJ+v/Mx3OBRXvci6I1Lcd1ZHLplgi7VkKkEnWID/DzmMBMB0+9p3P9qVvw4Eg6BjElM9W8JP8LVImXcFE4kQlfGx47621UpmxaoIDoFgMC5wqWWptBCzyN/yPPUHJVEUVHVNDKIYCQTXDlSSmRH0LF5QbCoCvDD+vHHO+zP0XaWvqwRrVxMYilkc9e7K+43Q4V4o7f+oVtv7feAiEMf024EHx+lQT2EjDzY/IHF2DlVYzn/uHrxMwdQDQGy75tjC2ONoTmcg386eBnfJ9Exg5bAtNuWFUscriCWA2AT4ZuozLY7zYyXBiBjZg7pp42AerT5a9/BjUHJgAmVOk5CFdCaHbjrPgBet83pWW+quQdIBJsHDICp2Xw6srl4A+c8/SzeustMEKwka3Vwf8GIM+gN/HsONbw80hFEOBoJrhRgJ0h6Ckqp1Xjoy0mfVgXVDVTlwiD+B4EGWvJu6Glbth5b+JVXiUqBg2XPuIpR/C3HNPsfyqcqWwqgP1gSd7LPivbKaxRdGR9bCk6PuRXFO0NGnFMAUI2gPWe2C2Uww7+8L3jIVp8MmIZdjXL10xtABYDvMHFlobuyWdZfNIeNsJ3JITqlwxfIIUrVtFAeAmQQQQ8Wnhe1dgsu8ljngZTzH0aw5blo4k6ZeTBvsGCMVQUCmacJu3k7YXBhk6wFa3QVKyVYHBUDxjrJtuBQ4DgQmSAqdPsrHhR97kYXijsqONTZYyLJujYW44BjlvhsaGbN5hE/Wup6m3nWvell/pW6xtIi50Ww4N7kOYzJs8rNjGKO6FNy908zwH647MUirbp6riEJ7BAZgOnYFJULN/6ZHLzWrdZDdDaJTwsFrdb7oSQreYs7BR0wnDFZjsA3gpN5hDykDNqKPLLl6MmxADPpCqdrYUVCXZAGvhkynLCjd+9fyV0xSKoaBSdOIMV1wLM441AfoVHOSarHrcqJ8HLACHjbB6zGSysNH7cmgWNjzs0gjC1vN8xd7BEpcZ2GzPIherKonm1ieuJFKvYxrri7gCTt5wmV8nFFcMr9GSFbOk3IzZ2EhBLiOaw86in+lSeMMeSZE2xudcH67DjGZLWLliPrscS29ZAJwAblO97jfdjp5lQ29pWbboGfYG7v1Rl11Fouazngk4+oUhHNmQBSCCUIzEE2D1F2D9ReE2Q9S/NjZCMRRUCktyiaUwaasTYJmTD7bGk6k6Yo6cQEJKXO5UkUwdjtOddOwxGwtBu9WdIQD+1rMVIQN7jtODG8nNpAKw1bYSQDxh4T2J83cnkFO4E6fek4tltVMINch85lPJLb1pUWVChhwCgZ2TkRbMDiHZPcrLLzgSaFmkT0VoDwwEkoEtFKpI2XAYdjYbzkqn+VqVCHPA9O83BQAnYULfjXAQkii0MHkAb9UCi9fhJE3KvIYLkAmF0AR4wvP287g4oiSeQGACOJJKwMTz3DR7VOqrfbtomnCbWDz4bs1ott4fxNb7gwi+M4zV7pP1LtNdPIhyf4X8OuFQUH4CadPlOHTexz2zujqX0XtesSSPdz9YxyDFVpikbQi0A6xrKfWZUomwaY+BdFMcgFtOSPWTVcTCh9u4Z5bH9QkNKz6+iZEPbF4FN80esXmt5rLjUCu4mdqILftGVmmyaoGgLITFUFApUnGkp9sjHBLKLmAl0MSedJpxExukpSFnkuGc5jlsArShyEXqJPnBFSDjrlSWXi+4kYAnsfyNIzdppl6KlmOuzDVoQmlLKkQ2UnxhPvHhwzjt/zpNuMVLJBhbsEohRwa+MLJo8mDPUpsDUmLyGzQlmTqFG0tKKF4i+ZAqWa6171MCOcoxHptJY2IN+Cv/ngfClT509yoxiWGQI4Pmkt00GrSyaoJUESO2hO32tnCDZlJZyGfwJFbDuv0YZ43r04o8WnINe2U5SBlysNVdNmPhCryKdHWG8/wtx1ZnhMVQUClO0IPQB6/SPhUGGFuYakQnzjDolaO0Nw+jvXkYLmbRbH6mOsCYAVCgaEGmojWZitYcO9GZWzTRuyyT47bwul0oo2fvrVZ54nTnFnS+SKhZd759UPWVI/RNIq4c2NRN/f14omhLcN9h5fRxYe+I0YSZtVe+2kCwtkvC2TAvROqzuaLLyMDDYC6bNYCOV5BUGH+I7ExdRV1A/5ZvfVKAjK0TBpGpaM2wBeVXfK4o5sgZv2Or+v7Q3jyM0Qv3qpVAgMbcYujIQ+r9vjXPgieSbIsMJ5u+mOwOdRR16XzH4Gk7BToiLIaCSvE3jpLfWy07+nueJPsuZNkaqIbXc4QN2Ty5CseL5E61RnNhjQDYzwDD59ZLhNBM6JMg1TpOwA2Q/n++4u2ygf1AOIRNJXaUJ478jT0Z1SL59bPkYkmEjo9UOeZwHaTQ4wfo7i0VonxVhlvKlwprnFo/wJsrnGzyMtzy1lCATI1rtOQaLXnFp+J13hyQUgeZvVxGNHwk/E8u+W27AqPuaCZbNkcO0dI95AGQLYe5trCPAbzia5gadPWVslek2rUr0rGo8YWD9MXP8zxOROtJQuNhjeQzmo9k667Od06hGAr0wk2aEXPnJi+Ryi/CdlguZ+iEc85j+shTS21zUuZbJQmXd/v2IVBxipnMZdUr8wqf2akAwQafv+pJh38kEjxlIhyGOR0WGFugKsOVRLyuXibm3lBobQEZQcYWCThPivlkTnrUh5XgNNiTVsF32GFssQzIdBfgKlx3aViuW8jUAMj5FX63ba0RfHIXD65fbciopHvgDUsNnNfUCZi4HDKn1cC271OCTurWf/I4eLKx0I55SdZE06WhmjPZChyigfsQElj5n0/GRCiGAr3wN45S8tYyMEeOJXlVJFHZ5GFJAbJSZZIjM2i0aiIuUukzE0idF4Efp+nCmhtz4EIwmtac55F8YL1Ud/mXILI7WGNJHjKlB+ezWCn3qVB9d6oj1mQxim1kNLRnTcc55SQIryoSgSCIbUHNHj1ZIFsMocaWSQtkYE8F05W0gA0uY0jEtfz7jD8st9UsiWdFHnLM2cMQXF0SGd9iqxTunCutRpQVnV5RrAGGwBdW/2JW53WgpWJoreo7kGqYWL18LJCOz8EbtnoOopnnTVwMYAFVzUNNw+dcFYqhoMoYzB7azoypnOO6PjCHB+uc+Ir3+RdfUndKRvEcyF6wd0YvLtDBKCJWJRvlE0j5R304DNLT5QViSRZrIufA/4MZ/kuwfuaL4EoSU/Z9q1HtIXNtDf5jNbuKBX0RqM/PtUYzaOJR7m40tizlc25gW6aeuwyb4POvdVtajQiFiWODoS9sGD2G+7hr3deXiwxadRRilBsypfHyAcUkmHNiDezR/1JmCsBAmNV5HYlafj4OwPQJwDg4599WzxKZBnPdgB+AZBj94V6INsw6y1wXYCtk+tfgMc4GmKEQoRgKqoy2d2NYv8r42fCsgdkDU6AX1N2TwdIvit9E+wBNZtx67hRDeQmXfMrO+rBzOS9mXOAKOAAUBCE/VPxXuCOpMBOCYgq3BbV7Cu9XmYAvEE4MOnmUoGqgFAL8Sl9+9evLJ+7LsNaxdvAh4FAwLDwIzqOTiymGRS3Uqvcqi2ETbhExs+QskotSMFgd42wg6DpKH1XtsAdYAPPd55TXtPrSF5Z1+5D3+YpTI3MMFw3eF1Z0m1IluSyFYijQK/akMythHYTCpdEt2MNgY4tUjAKABfBJ0jJYVb2dhHUlG2vW3P5/8ItZ4caVUGbZOIHAoDSBHmNgOPzZrRFBS++QvEAKvCijB2PGAf5wzLZzFcmpGw7A9G5Ad8j6FFZkFu4bCbRcAHRDo+axDdnMSVojWahVCvJGmOe1qvBpnQOsBL8Szk/+p7A0rfh2QzMUaPMxcB+Cg59/ZxRj8GQrzPJfB91htadho/eFYijQK7VJhaGwOgKmu0WzJ2CwsUUqRj4QFEH1T89XAbKwgcFmEBVkbFEEAiVtaH3sdwawn58Zhc3H2cy5v6ZMy1cb4NIm0/zhqcIJUOyA/zh9yJyUNbCqcF/LbrBu0bsaSiFIP6wZjUZgR1AS8E7h+4VOsC+5uJuLFXnMS1sFn+r9UMqljT9sWDqGV4mgRXCMUAwNwOpcYCIEtQbnq4ZNKyYUQ4FeqEMy78g34XAun+QLykXJjfCJ2zJ+92rNPgZw3bMhk8fdA9Uv2gQIjjCNX5c9gM69KCyt1QIO6DGJtMDEOQxrQueAMtNSDY9M3nHdhCtJ8DEE7StsqhhhHBH1QQb2fC//Jylh9U0k8ATgAVGr+hD1xisMarWVdkTCJKVCVBresNvErk9vYFgAhTlZnOGSUwvysIQJEHSnSOMJkCWFEhSnDEspwKUUGHTwKIO8jkobbGGHW3+uUbF60f+WgfNAeHJQqXxUgCcXYGJEsGTNnAAdVHpLLbjuXv2r2DgBU5sDjSDiYMWLQeqFKljcEYqhQC805hYObvmsT5KclPOB1cFgHQyT10RxcFpftjEK+02F+cleJYI+5pfKXDKqKjoHQPCRYSQpf8EXICP7mSL2gueZ5RDooH73lAncUDTjJRJYMW4K5uMKv6RZ1fh78Zg6pHjUh/j1mE7F1wiYGQMz23AktTfeta6yzOdDrHaXrqWY4vU5sBYcC+nMVbzV29KxpwAZy5prHk8uVqUrhuVwGAjvV5jA2gMYnHqAa7V0VwwtAOfNsHrMZKbvWI/1yIp5Gv8vF5w6wmQXCE18lYtFrJnPQ31nLyAluia/MITxA7dyaL+xJTIsQjEU6IVsbKAvTD5Rwk5f1I7TRYvEx+FO53cuEXSkamRUI4djz5bws4JknMssYm+qyDEngle5Shv1Nk/u0oXTWCtL7mVgz3F6cCutMRgm920159mkI1cIC+9JnL87gZzSKE1WnZEjU+anNHYIGEgqzVuoVZx64FpLimzIwrrCipOh8SMC76IhBvslI46FlaQElXQP0efx5FM8AtpiB0yYsBEitRvDAsnP0csTCFDel23L7lOUPoBfSYHUPvB6ynnqOD3mFF2LLZVXN1yBt23BpgUQlcPg1nsKo8FVXIV32ITTjhwTTsuuG0IxFOiFa7Tku032akWkKKUlMb1JM77bMLrEPobEijyGjj1E+HOSu1mOjJNL+8O8Y+ptjwJ74n3qqvrc3sWDKPdXIP4Qxe9sguIch84PuIc/JxQ9GMcmYwv0HPIWLRRXacoNQMpzauoKuBV59F97kmMfFm47h3HV7ERg20RwmphSNKtSmbgAXmGw1X8QSbjqNJ8F4LcGtk4bVGxfV0JwdkzDs+AOBRkydjJcp7FNjR7Ao4y6/IUbHTteJiIip9jdc30ENDFLIxSpAs3zgFAMBXqhAFm5Gfz10UcfmCNnaMAhhhZVDL0NnzRU38gx5yZNpRJ2IaBhA73VUyMhbh5WEA8vZMRNhcgGLgEWpOe2Aytjy/M8YkFTbmha36oDcZqrDfVR1on3rbibgRV5NOMGjbldIS1T13TKBQCZUrBgbVJpphxEa/c1N0r0aXQnjnoul7BIg5ZpMfjViuA2TQyed68oLXimtGgp5CNd4WUpcw7AFZoRhzsd3S7jgvI2WmSeWJ5ZfXoOqGFsAQSCqqYAGVsnDCJX0Vr92ruyV7XzhUnFkV2Tx3DWrBUc32VscQSCF5KJzcFB0YDDvwYQW8Efuo25xYiRB3Axi2azDnkCK0oKENEbXjEPVb+Ozax86q4zdOLkzdd4mFgLi5HQz/kkY/leHyJrzahZaNzbS3vZKhoy0Ue7MRNw4/DuAKmPr3KeadI8A9dgok4PFUdYDAUvJNdoWeEovqomGxse41wsOXUyzlJyZtYX75Qh+XCq+iTgBlW8ZP98kE9avCuxjT3VWxz5G3sySiyfJyhKfSSbywM0A10cpH31JOu9KWJFHs48BiAJVwqQUYdkKeG5MquCE5IPGi3gKt4k4KbzqoNqnibc5sm+wtSFhiYfZWStnk6/6jjMkXObxliSi3PEJTamweSIHF72K3QReNYPMw9LmttCk0zpm1LRNPv1UQaEB8A+yYZbJrVJpbnn+hL9Mq2V47m6F5ZHDacTV/Cmud86vC8APhCJD694RmFRCblNEaEYCgQmzk6Gc69Fc5TPqUJygIxSEiek7uOk9UCwU75/DIYp1PS8cwuaFBBcZ2LhpsMwp8MC44lULfCAoHEwLh98LCA1qMi+6XAdGja7brI+hZ04Q7c3z4IVHN4UwDVaMm3jN/AFhEVKbaYGQM6vQCgMDTwEAfDdotE6ucd04gzdxp6FcNhsgPrGVcUQ9tCq353CipppEJwmWSaT/WFiuyL3npWwKKCw9vMFfHHPiGNMVAp3vWFLBeZ3ACYuhcwZNThgFVi5gwEmW4FDNNzxrKdhQMjGhnPr2vLGqquw8SkTXwkm/sLzpRSCUAxfCKzI03gvR6bhfyYwTfKwQo6Me382h+ubkbxZtOUS5FySlEdBJXgCLNVUyn8JIruDNZbkIVNeTdUKOyDDGsmjzFB1f6yxmPKED5y/YE2PObCzyGJbZ5jcbLXaImeKuBNHyFappJvHpljJ4h4MyyOl/Q4AvWC57SwW+qxgQyhMjAbHRaka46juvaXdc91IICzYhFJKakuuVKUlD0sKkNE07Q7BB0vOSfs/OXCh8H3QHpAFFJb4S8SFTbyDd+urDHI5qnO5dmukYBrGonsN85olLwM7+MAGz+I1rAuQcYTenLLqypzMNQRdKKGzoZGDJbmYoTDYFEIxfM5pwm3e3ry98MKsCXdW1mNT0VT6ApNko3wCKf+oLyUuK5agQmA0lmSxJmoOzIQZ/kuwrkaKoTOPqRGZydPjs2EMQJBB57Mkj7o77vNoV+EDu1b/h9hUE7eGq8C47vdo7n0P3ofZiwr3XQ9oWOYPbHvSmRW+DnbAgzVOfPWcFNjOBxTTYM65NTAbFrnPqtR4bbjKiC8OQCgc0lEpbAKMWQD0hcPuATr1zcKGhz/VYvb7xWsIZnasUWLaIRuymRO5Br6CJ5t1k1VfhMTA6Df3suQv4CXdIsq1RSiGzzluJJD4TqEXmgMwfchD8DemVAJtSAmuDzuX8/wtVFR3VsAvQEYQ8mMytR9ndbAcOpLKx65LyXjLnjXBc5Q/OgyBdE4syeV9voJhhprHsMQiladrchJGpcLiWnO07mtDNsyF5aEwu1cK9DWUlFXPohTgCwiqCbKVlXNUbMxtrkyB3RXo6wrcW1SXjUzQuW8ulnzBv0AHfdKKXPgUgnboPJ3eCAFCtsIjoO5LhplDKIbPOXG40/NXCFIlNZbBn/6NtOprTzqzEtbByeL7cobAStsZ5GKpdR9deDDm+fmFLXhOOZ7FmqVzoD9MbmvaS6MvE8fEC8Ggini1gt6Hjmjkmft27xQY/DmF1ukW0GMUtFa+zQG+SkT6mbkQppjBTuDhcsAPhgdCA2XbOuDnXJhX09T5B9totfVOYTBGAXgth8CijXbAJzWXFe+8G60TGw9nJ223xhTOc656ev4GeQKTIOeDyqf5ukFTRm+Ppk04hKxVZt4qh/bAwPeBzrCXdpWaX1AcoRg+59zFg/l952Det/BXnbb+hbVJhaGwtITUd3NHgM32rGKKYVl9dGHu/RTMP5YLX0iBCbMC5lnAyrmk/u1o0ophY26T+MqzUa+heBGqfhevWEgDvqRQMfSm9bHf6atMm5yFNetiZ0lWxplmzPrvIlb8YyF0dgAC6b9jBy25BoDMRKONS6PVjjssf7Mwj99cF9id2Edd3s6NBCZ2DmZpCQnrdPHSbLsvRmMeQ3l4GhILgKWwaPQsvdyfr9GS+SNa0mbEVUbsOEBIQvl9/GVw7KvO/EaXSs8vKI5QDF8QKnIBZ2ED02BuMFw5+Iypv5xVs0rf8PbBwhEr1N/QR552/MDYEv0+hvAL7e+WnuI1xwV+sNV0JFb1+d2ztVapDSqCHHN+YTDRF9uX37gm9G+1A2+usp8BRF1UPcVNf3nyxWUAtO4A46gWPnP5FL8ui76vvyoFp4LOpBwfBSsBD3BnN5ZI4bJyZDAFeBgEYyTlr57/HR4GToYekv+iqm11QX3v2FrcYUOODEdSGcv3OEXk8ORCyfe1QCCwF9AChl44RN8Wh/jBdoyUF3UazHYCkuCTu8sg2LAhP1WGufRMeZ3T9IwLg43lW03/LQPnvsA4TSujGwm8k7mFmhFwTQulUEVVFiSwJ51/8gP1rqdBawjKgbv7dY+gngA0KOlxEwebI3ULLzQkQjEUlMpjnFkxegr2o9OZ/M4Wdm+uurmXR4BD08L3k5tn8FJ0QjHF0Io82i+MZv3i0scaAHRQXFQrhkX7TF4excFZfQ1imZQjI/rf7WFdCXkGi+HBgdjBtGx4jaiPXoE165EeVdX+EfL80rkDY05vUOc1rO58PhM2zWzAwF6w9th73KKx5CenxJI8Puy3jNx+VpKvFfAWP5F1ygYZBdXuHBS9D5TmxetBLE71c1ifUHr4V2AABB8ZRldOkWaWggPS/WYPg1k25EPsh6QzZe63rH/n+buie4aGERwonZuywuMsAOeNsHrcZHKx0rjf+nKRNDvYVM4YxsSNv6jXLo1dkTDsKqxd8B7TFn8DC3Ubp8EaWDvtvWJKbW+O8KrZHaEYCqoH6dhL5dQGQtDRIjv6Sr8YXUmiK6fUNXldc5PgbuXnzUbzZh1/HUYn7eWOi+YatRV5EFZ2FalooGdENI5+fxfvEwrjZm3iBD1Yylx1oXt70ulKCI6kcpouZeYmU50DQKNwvBxzZR4KLWtcBVuwae47uvURGI9bsD93AI2tbtGVkGoVnVyUQCDQrcgGH8kC6kiqRjsZBdiRjl0R25A1BVVe67yyWJFHF07ThFvl3jtkFPAkuZyr8T705VecQnO4iJT+pGdENDZ+WZymi5Tqxh8mu0FEgjKxdDXEAhgJeLkDyuof5OqQlNqWEld8ZMhJRLs7XgtgpBOYDaRKKlXVJpVAQmiXEk3yVbgHcAIGt94DUeX1LgFbSiwP+DeOOlasNixCMRSUSy6WrB/yNnWGJKu3peJIOvb04yCednc4nyltv43udTu1YTvQwhWseaixPR/YV07f80B2R3BQ9i3aZ8NB8DB7xJsZW3nXbqOyNTwkACtFHp04w9me3eB4SKnjP6wXiPtfUqLeyy91hIeqtvnAES2PMBHmbePRPCcd+giMysP1pNVswiXfnrT8PRoPffwiMgKBs2DH8v7q9+nYKyvlPJ84kkrA2PMcCy7/3qENn9+FFmY5PKEwtie7I3hzj2GKRD7jI9b1fRfXB4mM+OIAx6dUT6uhE+AVAlsDBpFkJDVmlBeE3WzPbZoQ90yOQUPgQyTtX47mUJz0XHsCBH8Irh8+4mg5faszQjF8TniZOI0qAn/jyE2a6W2JNAG3Eh8WdqQTnqn/IuIDgA6+he8Vd+B/KdIvUz+kxLPn0e5XpqpYekk8UL56hgI9bOB4IPA5AFE3ApE3k0EYlBkr99CfPFUQzsP8stuWiSFUaoHhUNo5rvesUn8nveMGV5RBFi8CMgogpuR7Vn2kiFd8IRerEq2h3oBXkfcPkMZyAnpQmDDZ2QpylY9YG7KwJx0y9XYYxiFTsqLVJpVmANGG9YJ+9lzTDSJpp16VMTQ2ZHEtDoquU92i5ETeZdEeKeci2iUEMTpCMXxOmHghmCedIV95lTq/A99t0K08kylRT+GE2YBkdeWOesl3iDRrTDQQeBPuedVl8suPCNJTRa2IfqAYYcYDhRMNzO4CG6G5C9HUBzbrZxKBQGDSTGwOMdENOIYHsXjgw98a+y2AYUvh949bq7f12RFF7EgYClgXWHBD1gyAa8i4gC/myBm/YyvJo+GYvHpaC0Hy/4voB6/ICiPZQwx8PMNmwe/LC8/1AVykGvHVCAdg4Ab4fUJrgiV12uQRiqEO2JNObVKLFQE3CaJgdZGAwKATkrO4ocnGhiYUdxrOR6ps9ETH8VS/EL/gAzhQmNz54dggXIeAazTs8OrPH7Tj04BPaBJcsXme5RBwaAcEzU1BupSfIC1ga0N2EWuqSEYtMB2syMOZx7iRUG0VEn1hjhxnkqWVldKCpxvBQfqSjr3yvP2l/rEtjQF4QiQ+6m2veEVhDri6wG5ZD/4osg+UPs0XpNJwTkiWIwvlvmwki2N1+GzyUfpH6piJyBVlybpaFejjo3mus7CpdinMzAE6Y7DsF4ZAKIY6MOvuOhgNLIBlfT9UByq8yJymC4MVyQzK1IxItMoFs97oVEvSAaivaEvbvZHgCRrluoIvYrZSAb2BVwBzkJ+VsWRdEBY9dJtH/+wjymKM8v/qmK5W8LzSg+N0HHkZzsEGYwtjZBpzmzGzd8FB2FdO4EAnztBt7FkIh81FFKFs4O6bMHFt4XX+JFL7aNqpAZC/F+TKJ2/Ng7BrpFR673nECZi8FDJn1OCAVaD2fRZBzgxgI0zsWOSe+g6sff+9EgM4BPpDKIa6cAJWR8D0PSDrqz/PivIKrVeIAsk/woq8Ykmo9cl93Pmcf4Ot5nYr2zzmBazCuhSF7Vm7mgPQEPiAdTA4qIQe+2Hm/iLvm7DixkJkzeR8OuATXC9INj7j2OtuQUGQUWYWmAAFUvLnbGywJM8kSuOZI0eGnKbcYN+O0n1sXyTq8JgnazVXVoqhvG825hYhwSV7C28BiJCsfuaUnZfQHLmU21GlXPrDp7UKE0O/NeInXLln8oqhygSiy/3VGknJYxz8x2p22Y2f7fMOLLedxcLcFSwv4uA32xws369euTKrI0Ix1IHLE7yY7hXDgwAnsrHRy5h1SGba0W/gBMQsb8D3jNXLuMfiYOibhxgacIit7w/iGi31Mq62yJFxb2VdZvd9VHxnKAQvLnTg9UayFE7iKy6364gyX0s5JEFHWPbGYpbNXMyrC0KJuB7I0hbVY1lG8ByRE8LerqPhDRg2O5gWyuofxmQ4O2k1+w6ES0uVAu24eBQmTgyGGMqNOp3rBXwFbIXVG4vvtyedWeHrYCvEf2EAYauIJsCYBUAHeDKyHMX62T594bCbdsWINfq4B1CAjOuzGjLb9566TaZ/DVKprftBCHRCKIY6sJPh7NSh4LY22JMOM2B1FEwfEV+YH6qShAPhW2HkVvB8P7bKFcMCZFJh826F2+TKr9uEbhtosPihWjH0AHx/jYT+QUj1trThCaQGwc/Az1KE8ijFZtozTiiGgiomBEJCIGQCcbPdTUIxbBV1h89XmG7CYFNlP7C/BCWvREbDom6zWNh8BfYl9LEhG+ZCUGjxfdUJDyBmUQMO0pdp3b9BWSGxTBoo++hi6GgA3FlUj028o972I29qPEMEVYNQDI1MKo6wCaaHwmVfr3LbF8UcOf/mc5y25sAqadvbgOcCwErdCDZfpqPbZfb26sUFOuhPeB0JIZCz33bjp3ffJPZICwKTIHTMq/xC92dyElSM7XPepoviNE7llOWyJI+3J24naCMETYPv1oxmfORWNoha7ILnhEutWzB1ZTSchPUHy0nr9AV84rKMzKE1+MzqI4O6nlQlXQmh276zhSliYuBYBVchHYDpAUCvwm2ZM2pQgIwwt/ZMXHMJCmBo8CGGeh4i2H+YdG9XEuQFjIOcaUVKye0Lg5Om75UcC3T+MJ5prb8hsRSlcCjQZhaFASYvw24tUyDdoCmjt0dDJuylTeUF1iO3aMKY7ZcJilFuyIS7n+peCq+6IRRDI/M3jsz3nYO5r1xn/0JL8nCalMPSrwuXTz2HwNpF76lvSl04TVvzs4TLoWvBKS7IjKcYnr3YDSZs4N6EiQxX/EA69hw16wusRiPQpKL8Zyn//o82GqYrbooE2BjG1jWDeNesC+9e/4mjmFVeBoHABNjDYPbPGMC/ZnyJh1lGmYphUAxYvAlzRz/F8qfc50Yx7BZ3ls2DNJfSK7qa4AIodsNip1nqbar79RF6c2JaD97kJxLN4nEAvBVXOM3rgNI/byUsGljoW9gzKYzNg0ynNm5Z3AKC1ko+laWdvzb+sGH5GI1ct9o+z67RkkUjmunUp6q4QVMWjSj8zB1JZVr0N7DHiEJVAUIxNBEqfEE8m0fKXKpUohovERecF8PAu/C7zPA5lDKw52dG8fDPRgS0OkwnzkiWwsvdYCVIpdavsWvbGGWOwgj0FzKSj3a3/hTe4kcSkxtik/YdsAGWQFNFXZbwT/g0ptwRBAJTxpeLDEo4ClHQZzT0SVPuyIRDoZoJe0F51YTCrKh1aqtPpksNvrcaa9JVUGzIZhQ/0yjuYfGd66SANH25lhTISr9PFyAjFg96TouHNCA0hra2MWSpgu/MNfv+6dKIcWPuwAVYf920CmD6Az27ATWVG5JhW0T56fcLKhE8aWoKYVGKyiZHprXW5ARM9QT8YVnzD1ly+VNebRtKd06YRIBaWQjF8DnnGi1Z/bF0Y6+K2pJ/48jDFo3gejChB8bQqd8Zzn7dDSZtRvJ4egLsgX+oHG+M4QX1hEdmJ6nBQWAXkA3Bn+MRvFH6X+v8hQKBaTIo5ii7msIwHzjwRzduS3UX8CCWQS2OEnG9eJ/lCeDgXfhQGGX1FO+cqyatGDryN416P2RDCZEi2VTt3eUMnbi6xpsOXCSg/nnWJ0jzl/SQ3cMQjvyQxZv8RAuzNJNSDHv6wdYThWXvvLnKUMezLE0rp6NAAw8gM7oGK61mEjRiOezcwPk1E+k+7YSxRSsXoRg+JwQCgS5Ar8IgDxV/40g2NuqC7p04Q1Nu6HX+VBwJoSs3kpspC4Y+gF/gh35jlfEksUVa52P838ixaMqUgnDVF1QOVwazioHs4xRdq6xsV0k8aWTBMK986AV/4abO+yZDDiNh4TrYn6KZxiYbTdv9lVzoHHWJ2q1T+U157zA2riTRhd+kwA7AVZ4IkfqPvK4PvGULNqo0XG5wp1a9MvsUIONvHEngJegLk1WFmK3gmZzXuJJIF05TLzxNWZ3dhIiD3hzhJs04RVficMdizFkWboXdKZo5F/2APi7AQMjDijok04XTUlAlkoXtDJ00KnA14yZ+RBCHO2fo9Ny4LjyLBZBq5Si5dfkAOycW+x6YKkIxfE4InAG7V/YhGecSE28/xpnzXQIg7CLbz73NPL+P9Tr/TZoRVfsVSD2GtOiQDRuDid/YAP1XUhYITJAmFsyZuYbkNdC7IE9vqacqwkbZBNxvxpGOvYZCl4wz3y0ajcuiRAYOPMml/aWPEQ6keIMfd+irSJeyDBiZLvyGl10M55UBJbEYpsL4KCu4m9FInc2hABlxuGvV9ybN2LJhJDYbCussP6tUj5JvI9E8n32YXnLrzxOghVkOPf0uk3DOjat4s2XdSNzXxTGs41muFvFD6DMG9v7Qi2SceYwzvTlC+/rRhCRI+12ANzPusdR2jrrPmKhdRHhDtzHxXPuhpVF/QFUF1mQzZu4GUuc64mp0g4h2GFUxDAwMJDS09Fj+Q4cO8cYbbxTbvnnzZr788kuuXbuGpaUlHTt2ZN68eXTq1MmQ4hodK/Joxg31rzFrskF5AfISGqWYUnHkJs3IVYYnJ+ECGQAO5X7q2dhwg2ZlLj27kkhjbqt9JXKxgtRkNJXAipQbFwiqG65Ae3gDOCfVjx0WFY9f6whu08QoVRr+xrHEsp0FyLiLB4m40t/5ZJljZCNZFJ8AYy48ws83glg8jfIgr0MyjblF27sxHMos7iNZUVQlOKOVr/pAe8ChO/xBO27QVOcxZcixIUt9ny5AJllqATcScCcOh9B8fsT46yYlYYEyyXTNwqILt2hMMs50CzjL0KInP0AqWafhI2ir7A84A3LzGpoTJEmJw/1iMHlfO30gowAP7pa4rzapNOY27XIjKcG7o0SckCy1P+hLwBIwCYvhsGHDsLOzK7a9fv36xbZ9+OGHrF27Fmtra3r16kVOTg7Hjh3j6NGj7Ny5k8GDB1eBxMbBm6sM6neUJ0oXhfwC2FVK3coj9CbGvi1kqKoIO0AItA5IxZvvypznGi051G4oRJZRgXimA1P+uwJHUnU9DIHgOWMStXIS+chqNk9qSj+FrnhDP6eT5N4/qWEtqY7cA668Ih0PMbDAqeqPZyzf4+Saw7UkuKKnMa2BYUvh0sctGDU7mqUrYGJzuBNdj2M0IbbI8qcuNOYWI0Ye4IlyKdncHGyuwnzPOUyO2UJWO7iYabqOK5M94d6dupykCbeUvqkg+ajvXd4L9+Vx6m07aKyhFJ7HD/lNc7VSfB+ZUVOkmTp9OUjzpveIidF+XW1yLUhNtYNWeQaTyyQUw5UrV+Lh4VFuu+PHj7N27VqcnZ05e/YsXl5SapKzZ88SGBjIO++8Q2BgII6OjoYV2MDYk4496WRjw984YkUejqTiwV0U52B3rvRLUyOWt5bkS6S6SGMeNIOMfRR6EbWAOqPogBQmV9ayyC0aQ2Q8UEam1wNBxP3XXW1VTOClZyUSCF4M7Mzoa3VQ8q2yBddcOASEpMDUCHDrlqC8og0f/GUI8oHdwPEUmB6DZK6oYpzu5rA+yQAWto5Sap/23aNpsgLwhf0MrJSV1550sg4WVgixzoXZ0Uj136Phs0wTr870snQOnrUMFyiVvLIUvb9x5DjdS9yneq6RrNyQC278VWLbVGqX6BJVHbBAsjw3gVL9J23IxpG/aZ50j10xurkTWLwEB+nLE06qA8f1jUkohtqyevVqAObNm6dWCgFee+01Jk2axOeff863337LjBkzjCWiXpgVtw5GA7Ng2cAP6copOr55WSrKGQrjzOGJj2ZponMT2vKt5xRlChjgoQLNZdwH0DqfLfUmly/AQ4DNZbe5foy9dUcXfoMea9FHIHiOuYo3zZJvMO56CoktpJ9Vyb1gcsct8INkMRKYJgd6dWNQxkku2bbQSEwt0B+zItfBJIiPkEwI+yJhULujhcUYVNSCe0fqmoRPa0UIADqfgEfd7PiFHiW2mcBG6nbPQBEpWeRNjWqjGGZnZ3PypOQTM3z48GL7hw8fzueff87+/furTDGUY06e8heBJXlqfwm5uoR9oYldpt6ihU/FCVgdDtN3gGxgAe7EEbJV+gVyc/trXKMlUzp+i2sR98zj9IDYpZT+W/QJsFSp9OmDcHgsgkoEAgogC2sScGMjE2ja/AajvfaSHwP/kwPhEHQUeN/YgkqYK33gXgD3Lq2JwI8IW8kUaoW0RFeR3HpW5GFFHgXPntsC5bgVrLxS3TFHDvsgqIh/4iXgUmTxtq7A5OuPsGpefKlU5fNoyngAYd3aE0JXtcVQpRGoqBueweqT0lPZFDEJxfDbb78lOTmZGjVq0LRpUwYPHszLL7+s0ebGjRvk5uZSt25dGjRoUGyM9u3bA3Dlir48UMrnNF0I+6gn1INhs4PVNVLzsGRVxDxlQmclH8IM/yVYa3E3vjzOi+kvx/Comx15WPEbXRj9x14e+tSi+94zcBj+b+8K2tWKVPc5O7YbeqkeIhAIdCMnhL09R8P/A0UtM1gLISaaI70OyUw7+Q3shrumXovNCAzhF9ovjAYfWD/kbZ1S9PhykUFrj0I47CuiAGYDTIZ5J1fBVhNfRjYBngCMgHndVxXfOQRWB0wuMbDKVAgHRg29RGf/SxyeEcAFfJl3fRV8VaTRPtN2vDIJxXDJkiUa72fOnMn8+fOZP3++etv9+/cBSlQKAWxtbXF0dOTvv/8mPT0de/uy/XlatWpV4vbbt29j31iz77N5AVVczfWGNfsAb+Jmu9OUm4DSr2AecDyosPHDIHJPW2JJ+Q6j2/gH24oUDr9KG676tCGEQBgs+f7lfAVnNXr9Vu64AoHAEITA8RB4HAQuSuugiWJPOkyDoChjS2KatI+LZsNimOgCdYYk66QYtuQaYR/C8RL2BSUAa/Ul5fNNNsrvZwnf0aBzYH8u3aQVw2ggaA/47YE2M65yBW9YAEE7jC2Z9hhVMXz99deZMGECnTp14qWXXiIuLo6dO3eyZMkSFixYgIODA9OmTQMgIyMDABsbm1LHs7W1JTU1VSvFUFvysOKz5I/I/9mh+M7DoHKHPj9xIOd9AqTtOcDxLM22YU9Yt2oWlfIWjQLJrV0gEAiqlmyAj+GTScu4M6Iem3jH2CJVigKAxfBJ8jLujZB82s65t2XimsvgDYnKyh+lMZydtN0TU7gkH66/NDpVSZAnMA4Ilupm3w2FKRu/VZdGxA22+g9S53Qsiybc5u2I7XD/mR0FlBnLWB7/loHzXGAIJq0UFiUe6DMphVkd16kj1KsLRlUMFy9erPG+adOmfPzxx/j6+tK7d2+CgoJ47733sLbWf3TSn3/+WeL2Vq1akUSS+n0W1uT/wwGOLy1lpHzgAWx8Nq7o2QWD1TDToqLiljGuQCAQGJ58IOgkWJyEuWsewjRjS1Q58oGgULAIhblLH2H+sZxf6cuRab2B8n0M2+6JYflQTVfN6nZ3tgBYDotGzGKhzwqsB8EWwGJiYZseQDtFpFaKoTdXudIRSsqbXplz4zwJViyaUq0i+x8AS78Gvq5+34sa5Tepenr16oWvry+pqalEREi/wVR5DrOyskrtl5kppcOvrLXwcY4LSy5/ypLLn7IufJZybSC/lJeK0rZTRpuKvAQCgcB45MNzFbjy7PEUaBngkNMLZg+Aj50kC0u1vTvvgIVxK2BH4Wko+sSJBZpvvMfilGW00SKxikGeXKEwK2Yd77BJXQ7RGORiBRMgqBe8pUX76vrUNgkfw5Lw8vLiwoUL/PWXlOdIFYwSHx9fYvvMzExSU1OpXbt25ZeR7/wNPhuKbDDVVKQCgUAgMAYrbWdgvy+dade/wamF/us1VwX5wOodYL8D0ilZiYkG1k8Ej4kwPPkAV5y8q1ZIYHkUODWFib0e4njkb6PlOMzCmhW9pmDTK5spi7+FhUYRw+CYrGL4999/A5LfIECzZs2wsrLi0aNHPHjwoFhVlEuXpETObdq00cPsBVTPy1wgEJgSQ4E2LhglKXRJ5GIJA2FhAuxPKUx/rzMX4Z/8wG0aE4GfyacQMQSNuUU7IuGc9gZUP+ANJzB75sn7JA225RrnqfOE8tOmJCIpC2aZFNa7K4IbCbzOaVpduMMxvUso+bc+AIiEt+Q/cU3Wkt/oYpSlZXWyetuqnbc9MMAJGIjBFWOTXEp+9OgRp0+fBgrT0FhbW9OtmxSqu2NH8fCenTt3AjBgwIAqklIgEAhKxwFosxt2JPZnnc+7xhYHgCRc+W7paH5N7sbAStwqN2yFB2bxvDE7FGtKd+95nhkdvpfHZvfY9o72FVn6TIB9yb3Ykdhf45WY04Ch1Vi3HsU2bMzusO8VOG/AeT5PggjzfDq2u0wzZRaQF4WBfeFIcgDfLR9NUjmBUZXFaIrhmTNn+OWXX5DLNYv9xsbGMmTIEDIzMxk4cKBGeprp06cDUnqbmJjCRGFnz57l66+/xtHRkXffNY0bsEAgeFFwAvpARyCzcKs5gCdcwbtYeTFjUYCMu3hwlTZUouobD4AQgLvK5MXVFG9gAICykFZtUvHlIi25pk50XSpJEIq01FoSFkgWwgFQWHW5AGzIIgsbruCtfl2jJQ52lTwYA2EN+AMDgUwXTZXBlST8iMApPIdQJAu0IX3qUpDyBCZfBasXLVt4AViTrVXKu8piNMXw5s2bDBkyhAYNGtCvXz/eeustOnfuTIsWLQgPD6dVq1Zs2LBBo0+PHj2YNm0aycnJ+Pj4MHjwYPr27cvrr79OQUEBmzZtqvZ1kgUCQXXj39hlNGLe+o95csHYsgi0xRoYthTMFC3YMbo/BcgYyw8Mevkoo9/ZiztxlRrfBeizG2oqGjFOaZ3dtxn8aobx9qfbqU1qJY+gamgB9Pwd7ita873VWI19U+K+pbfjSS52Fs5XhmbbUWhX8zxjPtyFi/6rhmtgNB9DPz8/Jk+eTEREBL///jt///03tra2+Pj4MGLECCZPnlximpo1a9bg4+PDunXrOHbsGJaWlvTo0YP58+fTqVMnIxyJQCB4sTGjg61kZXKoBR5J2i8tCoxMR9jDYPXbOikZhMRB4AWwrKBFygJJKWwBZPatwU6G06rzCprsl3z59uXCmCg0SqQZEyc03QbTkb6/FkB9JN+2P30bsY9C3wN7pacdYbA6zbSreOib2qRKx15F9exUn08+yu9OJOVbsyuJ0RTDFi1a8OWXX1ao77hx4xg3bpx+BRIIBIIKsYvQ2sMInfAGtRMDGRcVSqI3bDO2WAKd+dlpEANz9nPHyoU43Cs0hjcwcLekFO6xGkIBMsJmtWfU+4WhPpdreZlETj4LYOoYyF9XZNvXsH62tHzcJgwe+dvxG100+s2KXAdTID78xVIKbchm+r71sAKuhVfNnFMHQP4Phe+v12pYbvL1ymKyUckCgUBQPbgKqbdg5QQW/3cBia2/5u3W27GOwrTvsFbScmoBpptrzRy5ZFkzlDtZjmR9kStzF16jJdesyk/kXBrWQBPg8hAvdjJcvf0IvTlSq3fl5TUEfWF5rRnqt/PGrcJpNrSoBYf9pVq/IJ2nXCwln9J9EFRFilFpWJKnlqmqsCJXqhBTBcdugfL2MRAW15pj+AmLYMq3LYFAIKgGvAUrvaAzNOUGibigCIWJV+Fk69eMLVyJ5GHJw69qMXtoGsyFIBP1jfwXX1J3dgYc1P/KXQHAJJg3chX58yv/8O0D+H0F+MMW2ulBQsOTD/AhzLu4qnCjC4z6FciENxaG8kZmqLTdAX5f0JqD9K16QZ8hRA7DRp6lm/9ZDkzrRoSp5IPSE9bA7BHABLjcy6vK5xeKoUAgEFQGOy9Gz/iOxtwCpDxnC5zmQIB+hpcXuU3L9FRypAAZX/Av6AWf3F8GJqoY1g3OYOkKw1g084GgOGAVBDmA+QJ5pfIx+rnA7vf78Ac++hKxSghKAorohUEBsG7Wu3ThNwpGxqjL29UHJr4TxUF34yuGV4GrO8B/B3hPu/pcKoYsgPmtq9ZSqEIohgKBQFAhJsC4BjAcHA0YYXqC7pzfEgC+MLnVapx5bLC5dOXJPpgevB4CYLX7ZP7G0dgilYsDMD0ADcU9Z0b5tZFLYyTQcgbQC5NJS1QZ4kNhysZvIUbyk60PTBwA+AInYKHtCthsVBGNRhY2sByCWkD+WliaVrFxJgANPgbOwecnTa+2mlAMBQKBoCL0aMDkTauxJ92gEabnQwNg3HqoOZnkbGeTUgxX54LFWJjrCS53kqqFYugC5O+FT2vNUm+rjKWwZTdYv/JtknB9LirAbAQsJkr/5wOBwJ199ThIP6b0+5alB03XJ9XQ5GLJfM85WC3KY57tKphdsXEajIPVSyczQb6R+ub5QjEUCASC5wUrcmnJNUZlbqem0nqQUwu22Y7kFo31M0kBQL72ddeqmHyAAv0tcwMM4RfaJ0TDbsMoIXJzSRkcyH5eSYjinFtbftXRdy6nF8ztC0yQ3Ae0UQr9OcMbSaHFP8vrcKWC1qfKMhlw7QXJJ+B/yt83+UhBNGN8kPLuhD5kiuu3KM6ZllKYAjT8+hGLRyxjp1N/rlA1dZxzsYQREHSihJ33YcN1KVp7qjvS+VMScxR+VI9hRYFMBuTjAYxrDbgpd9rCvdZ1DSZ/eQjFUCAQCCpBb47wp11h3eH2QA/Fcf0phi8YVuTRfm40Gz6VcuoZcp5XFkaxYTFMXHOZI9N662Tx+8z2Q2x+zSIXS61Tz7xxMpTg7sVTvBRgnOVEC8B1E6wd9x7Ttn6D9ZuFsg20gnN/tCULG7o1OsuGu6a35BkNrJ8EHpNgxIMDXHGrGsUQYJnnh9gcKV4OsjdH8De7xy0gM6YGG60mAFLeyimffgtzi48VAFy+6kUIXdXbjJnOSCiGAoFAoBOB0usN6WZvSS6xSA/3kTJw9oXLlak3J4A0/VfScAJGAa5eQBS86fcjyGCiC5ALb/ITsXhwhk5aKYhZWJNF8SIMZeIJY9zgWgLswUSsb1HQl4MAzC4iW2IudEy4jKImxN813com6mTyVVwhr7TP/xaN6T/gHi2T4JJVMx4XvRd0h6C10l85Mv7CjWG+d8ATdtNEs60REYqhQCAQ6MKEQPps2I0zyRp1SwOA/IJabCWQWDyNJ5+gRPwAu5wahFr5EjDwPI/2P6TRXtid2IehWw+RYhZPz2nxXF3jbTBfybWe7+H2IIER4QcIN4EycvlA8CrwWBWP1wLY+6AXgyKOEt4R9gPe9aV2V40pZDUjknak7quNjIJi94F1fu/imphIKo7kYsmv9OXK73HIMSe2sKK20RGKoUAgEGiFN+AB4+B9vlb71DlF5VCAFO16g2Zco+IJkkukAUAf8DVQGbWXYQAQy/OtAOQDsoKn2FhlwXUIAfzs4A98GNrokGT7SYYOXCQdOwCyseEWTTQsQy8Tx0sk8Bdu3C+jOoo5cjyIxZFU4nAnERelhTkPco3vMtoeKeJYjTtE4kMnvzMMJIMrSO4RplzZxALpOJoDOSYSEJ6LJTdoWuK+RFyKRa5LCdZNozyiCqEYCgQCQbk4wLxhtPjkEpcyzXhqV7jnWqakVPkbaObRzb4jUuGDM8dwI0Hv4wf3Goa34grDvo7h3qQqKwFb5ZwH6ttBI1kUwc88h4P9pHNAeAwB9c+TpQwEsfGFkyGvcYpAQFL2Ju4IJusdsNkOi/rOKnXZ2ZFU3l68HcVaMIuE+e5zmBLzLfmvwMU04/rruQIDf4DLYwqTJ++mCQXI2MkwfBUX6RkVBd5g5AInZdIc6BMGl/xbcJwOxhZHZ/pxkFbe0lLy3n15XDCRYxCKoUAgEJSLOfSAYeyk5mYIyizcY430oK3vBNEGKM/VmFvq5NmG4AZNuUFT2gYsq/gDIRdcSSIJV1JxNMm0LU+ALYDKOFPUO0x1Dtq0WEZogqToAwwIA/siITAy5BABKzIh6CS49U0gFyuNeeTISMVRansSPk2BuWHgOjoJwmFFmvF9C80BfOA0r6u3qayiCbixDzcsW+fiRIxR5NMWB+Cef132MNjYolQIZ5K5EgXeCWBD8UCWkrAiD0dSMTegzVkohgKBQFAJJsjAORIetq6l/2XkasK2JBjV7izdAs6yd00vk7F86MrPToMYkrGXAGUgw2Mnu1KP5coqmHguuPhTtDkc/iqAWzQBJCUw/k2Y8vW3xIcaXykEyVqZ1RGm+H5buHElLPIt3QIq0D9H6M2Qgj0kymy0vnf04Dgd37zM+ljAw6285hVCKIYCgUCgDebSr/WiP9StAWdv+K71aO6akPO4Lpgjl6xbORUfIxoIioSRkeC2JgGqi2KYo/LxklGAjGu05JptS7At3tRcGYGu+vx3A7tLWGftEwoeX8USh7u67UaAUAMdQwXIBj7LBPPQQh/CoJ/B2jeLPKUF1Iq8ynwlXkjMlebo0pRr1bWm+r7dojGfyT7Sqo+KlvJr7NsKjwBDZToUiqFAIBCUiwMz/Jcwb/Yq8r+Wtix0ArONoAjAZNJMVIR/8zlOs3PgoGkHGuibAoApMG/EKvI/hsW1Sq9La086syLWwQ5IXFv2uNHAuH73aO5+j4sm6qDnAEwfA4wAPoSgu5C4CmaxDrV+EvXCVr6rEF0Joduqs+AGW0aXnOB+Zu5KbBc8hUmwxHMGfkTQc1UYuMKWMSX3+Uj+GQ4fF7EzRxS6OhgKoRgKBAJBuVjzEZ8RtKJwi9lAWDbkQ91z2ZkYThtzNI7rRSEfSSFiBQTZgvkCealWG3vSYQYEaaHoxQJBB/UoqAGwB1gOi9xmsfDiClgM6wFWGVeu6owPf7BrppQWyX10XIlKnu1XTwlaAUFJINskpwMXCvuMKbmPw1f5VX59CsVQIBAISsUbIocxpu0G6k8xtboPFcccOf/iS+ruyYAvjC2NCbAZFnqvoFT3uhS4a6LWv4qQDjATFo5YAT8YW5rni6tAn0/P0q31Wc0dcsAcgj4GJklBShfxZdiaMHCDE6WkPkr5oCZBSTmwG5ZGVY2PqlAMBQKBoFQ6o7hmxmofWGpsUfSIJXnUnZTB0q9NIxjC2ATdBYuhZbd5ns7TE2DpVmDr83VcpkAEcKmEsnfmwOwNsGTpDLWP4W904cy0TkDpPoaf8RHmi+Qs7LsC645CMRQIBAIjYw65ku/dR7Zg41dk1zjpV391woZsRvEzje4+hJNCKSjKi3YuVMc7AWjQDRJPKpeTBTThNqMyt5Nua8dPvFmiD3EPThCQdJ5LLi3YzwBu04RhY6IYdgE2XC9e1SYfYB/MG7hK3adAqSCWRwEykFWdwlajiuYRCASCaos9YHME1p54T/1aETCFXAPkLTQkdXhMo8CHbGgEy007RZ2gCrAAGmySvteuP1HNvWX1R18OctkO6jhn0Iwb/5+9M4+Lqlwf+HdiB1kCBUNJUHALlMzCBIPcNcXcs/CKpVe5mXrVn163HFPz6k2vml00NfXKzdwTF3INClMMDYXEREUDSVAIRNlxfn+cYYaBAWZghgE838+Hcs55l2fOnOU5z/ssatv4b73IDifoNicRU4o4zmDW7/or1xPbVJnsfu0R2FKuT0NFtBiKiIiIVMIJGAF+DuAN093gSffnGm30sTW5vMGPdC69RnGc4Wv01hV7YARgbwUHn6DH9N/PAAkwgBOQYPgyfZriBIwxAofu8DNOOh/frLSQO4BFFgxMicLRJYOf6EkmDvgQQztuwVl5dLC8Sk4JRjzEgZu0Y8jQu8w6CQcLVSOIuwH+9oAZjOUbRWqgbOz4gV7kCmFBainoBNNdQCZPrr8vR8dfuhyiYigiIiJSib7YFsjoaxbGRj7A6Xa6kJeukdKZa/TwukJkAlw1tDA6wAd4vuA5rpp5EdT+ClLR+lkrioGwNeC65i5hNJ7l9IFAQYk9u+nFHdz0Nk8EkP4i+FolYva4kGMMZuDCKKI/rbpUYBwvkxtuTWeuMcEhiaXlYtYCPoaDSwcx4mwEjyX3FeUn/Tzv8jDegRh81I4J8B+rEFx/v6P4/OilH7Gp6xesAlExFBEREalEMaUlRuSZWfIb7SsVvm8sWJOLO7fw4SLXEiDS0ALpCAvgmlln4vGih/0VQ4vTqDEp99dYsDGCn/HSeaWh5mTiyh1s4ospRvAtPgeUPIHO5AoJrJPgdPlO6dCdWNJw5g6uFGLKNTpTijFdbZNUi2K7wC94M8ImgtMo65LbJ4APFylVo5Kl8QJpOPMndvyJt2J7AT/rTTEUfQxFREREKnGax80KiXh+BCcYYGhhas0ATjDi5QgKJY9VH2YiIgjK4Ni50EzWlrEfNy7lUB9Mz/qSYU4nufay5u4WB46Ab7NoJszbiyPptZr3NFAoecxgu5OV/kJid9ZqzLogWgxFREREKpELREC2D9k8X+fRLMnHmlzysKjWj0hXmFGEHdl0eJJEeBxc1vuM9YMJ4Ai4msG1RhYR3mDpBN/zJi91vG1oSQxG2fUpiYa1GUpLXhnFQPPCTBzNMuCJ6r54IP4JSA+By6oUhdXPiXQorDBQDjiRoWpFRPi4Vb6/ItKz4NQ9o97uHSAqhiIiIiJq8IcwP57r+4S+7KnzaPOT1wl5QRbC8t6z9R7NPJHttArMgktNKzBjDOBxAR74NCOW7phVevKKaEMxkDoRpu3YRnpU4/Ex1DXzk9bBVMiMUl8W8g5g1fYpQW4HiKzCuTA8CQJfPauss50DB9JU2yTNgWlHtpEZrXn5yaR5MO34Nvi4fu4dICqGIiIiImpw5fX3ztKnjguwxpRiRCmEC2/+0hfBtHeh3m/urRKy2HCkkmGiwWNMKaYUVhke6+EM+3yGcBUvAF4kpR6la/iUXwrWVMnbChCle1kaA4rrc59wfVZFFiBNA9KqbnMZuBxb/Xz/A62PdVkf6a76uXeAqBiKiIiI6AUziliUvAY2QfFmQ0vT8HmebGbFhMI+SBWPV61Y6AvMBdbCimfYAqgJluQz//o62A55YllIFUTFUEREREQPmFIIH4M0zNCSNA6syYVpIK3B6iKiHhOAubA4cD7LjFc+s1ZATTGjEBYIvoEiqoiKoYiIiIiCvjDED/qCC2dqNcLzZDMrIxSioPiIsG2JPUgmAVNRJLVtiiQCIz9J4NU+CRz27U8srxhapGeGYoDVsIyVsNbQ0jw7TAJazwZiYUOU/tw3ig/B3MEbwR9WO07T0ywComIoIiIiUkYzP0YeCaMdtwTfo1rgQCb0gRUJyqU8ySew/MPZlGpYG7WxEg9cXwJeS+DNku+JNRIVw/pkxTlgmPBvcRm5fmgdDGs/C2FK4WZamT/Vm2K4IgdMxsBCT3CKz9DTLAKiYigiIvKMYQL8Hdwt4WYScvduBaYUCcvAtSQXa5gGC/fKNxgDw6nXusr3PO2ZPlSISl6bVjn9hj4pSwysSwKAAF9gtFA+TEQ9ojJYM9bkMpY9tEl6ADE6GPACzEoOhXD9B3sVQ73ULRQVQxERkWcMa/jWkg+GbWRbyDTYpNvR03Fk7ZQQTKcUKbbVV/6xMrYzEevwXKY8+RL3Zo0/j2FAfwg7MZIMHPlTVAxF6oAzf9Dm1QdsidWNIrfqOti3FfS12qW3bniIiqGIiMizR3NwJEMourppCYrX8Lepk7WwDEMrL86k8QqxmMfo3npnEMwQlcIGjDsQaAaPCmEv+rdQp5fCwLQoHJwz+YmePMRB475GlEC65pVNaiIf3Y3VUBAVQxERkWeWCcNC+UPmrPhsR7ZQmaCR837GbpKcIJymleBapGES1BEuJHbF+8kVXmuG3ssvfgfcawUBtglYZufxDWP1POOzhagYioiIPCOYAF5AJ2guWA5cSMGlCSVJdiIDZ9LgHByhfn0La4sZRbTjJu7cgkzVfa4I1ig61b9cIlrgAL/gjalVERYkGlqaps0j8CIeCz2uBYiKoYiIyDOCO3wTiMfYK3TnK0MLoxemxW5DNgAuZTUOpRCgA78xesxRHoVDWIVV/OBxcP3rNnyHa737aYo0XAYCne/Bz86e/ERPQ4tTr+xIgxHmiTQrBjrqZw5RMRQREXlGsMF+1D3G6qD2MQiWLmtyKcWo4fi+XYKljawOnjW5ZB6Ez9VlB/KGPYxt0il+mgSFgrXajj8xBVoBGegvStoBpVKoaZS6MaXYkU1zMmnMJbbvAXsKIQf0dtcRFUMRERGRWjCJrbQMzIFA2DjpA9JxNLRIIiIGISIWRvSIEDw14mFyDiT5VUwEpTtOAUFeCbzaI4GzW17newJq7ONNHMPmnIQoONCI3YgnAU4/w7og/c3xnP6GFhEREWm6tIzNIfQI8AVYkmdQWYwpxYyieslxVhMmgEU9zGNMqZCEvHZ5yEV0SAwgjYFHu+CUpx+Hffvjocf3pJuANAFObYV2GoZXOZPGtTVCycV4/Ymmd5w6Qlj3kTww0jwSW1tEi6GIiIhILYju3o2QY5ehO1qly9A1ZhSxKGUNbAKZjnMyaosXMPJjoDccNnpTb/O4cYf3D+2GMxAj1lZuMEQWQuDEaDCGU43YKteQib4OQVMPsDIDcHTSyxyiYigiIiJSC04wgBODBxhaDMFq9jFIdxhaEiF4+OelnoQzVK/zOJNG5ugq/BJFDMZl4PIOQ0vRtDkNnN4MD4AWerLKioqhiIhIE6UvDPFTemi3Bi+j7wwpkE6xJpf/y9qIJAqKDxlaGu3pzDXGxR6GKDglKngiWuAFjBwH+MJRvAwtTpNDVAxFRESaJnZ+jDmyE1fuKDYZNSGHtOZkIukDK+IaZ41cH2KIfhWiaJzyixiOACM4+/Xr/EgvMWJdD4jBJyIiIk0WU4owpVDxZ9QQojN0SUnDUqruAa8eSuAfhauEhNXVYEQp+TQs+UUaD0WYikqhnhAVQxERERERnXAR2DICEsyfMpjjhhZHRESkFohLySIiIiKNACcy8CFGkRrnBdIo1mE1v07AUCu49wQOQq0KbhUjWA1tgE6lhagz6LxICq9wiTbnHqBtQHFzMunJT7yakcC1puMVIKIh7kCgGdgEonUlnEwceLU/fHQGDpYK56mIekTFUERERKQRMIATtGqWSvwT4fM1hChQXTHWH85Gvk7v5PO4t9VfrrfgnDBS7SACuK5l3wC+p4tDEpFZuv3uIo2DIA/4+YYnN2nHLaGKtsb8wsvknrCmM9cItrvNihw9CdkEEBVDERGRJkYroBN40qR8Cq3J5fQTPSpERlAqN/GZ1HGoYsAmsZiXPeNIwYWHOOBEBs6kYXIOjgAaVe77XahYUSZX17QkIrKEhMoizw7yKxp8IJZXSMNZ6zFKMWoSPon2QBdgpx7nEBVDERGRpkXrybRMuY0bZ4W6qCIaceAsBNpFk5wDiXUc6x6Q5AUjnCOQxcPH9vOZlrAN+sDVDMjVcJxTX0Dg7pOKz8lZdZdNpPExuTfcPtOSU7iTSfNajdGdWAa+FcWjM/C/RlwreZIVyDKfw6ib/pRcUTEUERFpWnjCO+yhmcbqB+RjqeKzZEQp1uRiSiN+giD39UOw4CVSvd9gPBCvo+W1fIQ6uTZpMCsR8AXiQKplNYxzwDmNTIsiTREbEK5KP/ia9yjEtNZjNSOXR2dgTyE05qIslo5w1CyAJ/yCmZ7mEBVDERGRZ56thZPI6dESCuQb/GDYlt14NeqqqjBrKLQPj8OdWxxvNRJpmqElEhHRnFnDgY3ws7NnnZRCgDhepsuTeCZfKCbZT79LsfokPBkCe5zF/i7Q5gW9zCEqhiIiIk0Ik1rd1XJOt4S4tcAjYcP1SWRscUJ/IRiaYVwuIbc2yblNkB+GcZAkaUmSa1foDRZhtYs2FhGpb0wARsNi5/k6GS8dR/5lNIfOvtcY53IYNIzoL/O3bSj5Ni8Dl2PkJfH0NIeoGIqIiDQN7KTwT2gW9ABTigwtTZ35O//GfkmBcsMFzVNsLPwQJm38HMmv04ADcMcDu+t/MGXXZlb5SZGe04fEIiJNCx9g0ArAFi5NE4KmngVExVBERKRp8A+YP+VjoGlEI9tvLkD6Se363ttozzZJC0Aq3xJPjjms5j1WHZbCMN3IKCLSlOkGnFrgRzpOBK06wBEd5g1tyIiKoYiISCPGAprNg7eh2bQHQO2UwjZvXefupFlKH8Pu4MIZ3YlZA9bk8n9ZG5FcKLdxk/bjSGfD0c9645Z5CCH8oyKJeAeeZ61sFr3fOo9UR8VJfIF+wYCjfEMORG8W6iDzKSz7cCVs1M1cIo0HC2CeN9AfmAFHnXtXajMg5ywxdkKk+qDf4aiL0KYUY3xYwMWd/srGfQuY2erfWgWWacMkoPUMIBY2nIOrQL810WALVxuIUhgABEyCfYf0N4eoGIqIiDRibOAozPZfjpE8U1lteJevKdqidG4Xxqq/0hpOZCDpA6vilNtq801WfjaTBZL2QCjqvQkvc0ViQx/+wQ3ZhyBJrZW8FennAvu2D+E3OgDgQgoTYvZyOg5WHAfj47X7PiKNG3uAvbDYYz7L/+9T+GxD5UajziDzlFCcApKvZCAt3+YSUO5tqfU8/kyx05ti2HoSrF0Xwt+ehOLUTIiKvzhH2NdQfAwDPGD3lmE8+Cla9DEUERERUYsxWMjLxNUWI0qwMIDq0pxMxrKHlgk5pMfVPTCkCFOE1NHVPcYeAVmKpNF1IQAI8AHGwUMcFJGjReUiSItrkEak6TAI8NmLPBs1YAvvumxj92/vw35Qm9b8KETndxNyjnpU0aaM1Dx2ngvBvsc9xhrtwYGHWsuYjR3MBqk6i1sQ5GHJNatOjB2XCBdgS3LDKp+XngTjEg6zvBQwctLLHKJiKCIiImIgvIjHySGHHVmQbmhhakHAYAg7NpIMHPkTO0OLI2JgfIJA8h8ZREaX25oO7KBKha9gLb0k/0SI/11bwwyfg58TWQTzm6w9PWuhGKbhzNoZIZjOqByglocFhZhynMH89HVPBnACH0kqB7WeRX/sAJy8IBuw66yfOUTFUERERMRAGFHKnSy4Y2hBtMQH8LcCBkMaL6gkBxd5dpgEtP4QhSZxf50tSIqB01qM8ghh0VYT8hGulkxK66C+1PQSU4gp6TiSiQM2VO9u4QX0M4PUQiFqWd/poMqOgD6t8KJiKCIiIiKiFYNmwNF1vcnASVQKn2GMZbZIXsgWzFcA64sR/FufHUYOhrPHXqd33Hkuvww3DS2QDhAVQxERkUaEBUIJ+TJlxB5aygwoz7NFJ6AVgC/E4KPYbkk+riRjJs8f6Uwa6Ki8nkjDwAQYDnR2Vm5byhS4v4Fq/QKbKK7yv7Jrwdv7FywoqLZPY0FUDEVERBoRgyC2C61fSQLAlCJ82G5gmZ4NLICxKyBpQWsO4qWyry+nedUvAYSfhbwnEPak/mUU0R8dgS2yT1kXUq4SiQnACgNJZFiCp0DSptYcpT15WBhaHJ0iKoYiIiKNiFb4vXKKAL6v9QilGJNLM4oww5I8LMiv94TYxpRiTS52/KnTmR3IRIgNTUV1UcsCcAcs5Z/dsVOs/9WMPeAEMBj+y/hK+x1J59Q5zT3FRBoPJghKYT8zGHVuPmySGlgiw2IP2AD0UX8tNAWeM7QAIiIiIvVJPhZs3DOXL71msO433dRh1ZY+nGbW5FC6eiXpVJmaNmAbsntv8prMBfmir5xZ7JDtRZY+WPi73Z6W7TVb620FTP8Mxt6Do96VExSLNG2GA9GyT7E9IwM/Q0tjWGyA6bMh+B6cHf26ocXRG6LFUEREpJFggrKkfc2UYqw2V18elkIVjoRV8O08mKc7CTWlAzcI3wqXdTyu9CTQCg7LhvEC/0Xh++VpwoQRe9XnbqsGEwRLYdZsc/7N39W2MZYfaTGBddPDAujsBusmz4etUkOLY1BMkHs2T4HFzupfKMvuUI09b6eoGIqIiDQC3gOpBwRAOw3j/n6kF9GL+6E21dlA4J15tPnwui6FbDC0fCuHA7JNQjJfoBcuJEm0G8MLGLkA6AOHeUNtm+F8S7c1iXAWwusksUhDY4k9fJH5AV5MAUndEsg3dloBkz8E+kOUx2tq2/zIGww7c5LAKAj/RPcvffWJqBiKiIg0fJp7ELRkCy6kaOwPGJPpA8v3AIkV9thD9HTm+34M1K62ckNHehyQRCg+q6uaXBOdgAsrunKMwVW26XY9kdA5jTM5t0j1SMbDRxZboUAKHDO0OAalNXB3Ywu2MqnKNrG8QmzvVxjQ+wSdPrksKoYiIiIi+mECjHKDILAmV0dKXD7MgZXTPsHjvSuM4kC9K4dxeBP4WTSB52DPocqqqyHxBfoFC//YLSTkqMQo9tP1ZBJsFdITi4jUL/FEzR9IlOdA4aM5+I2sW1CaOpJxZdyWK3TOge+ovszIy8QxIiYCohq/9VxUDEVERBouA90I2bdWrhSW6mjQfLiwAi4Yk5Q6D+Yd0NG4mvMDvYiZ7UPf2ad5TXKlQSmG/Vxg3/YhXKMzJVXUU+4alsTa8UIVhsbuTyXSGImEf55DqcI4ER0XTEBX3SqG1+jM0kkdMKJUUQe8KgL4nogewhJyY78mRMVQRESk4WIMZhRiSqHa3UWYcYShJN71qrxzqwnq7VkmwEfQ2kbwNTQAbtxhVOl+bM4UE2kYESoRAAR0B96BhzhUqRQC0Btm+cOjC/B5YeN/EIoo8QEGdQdmA+sbSvL4QdDSB+4XI9RTLnslsQamgye07HpbLzOXYFT9tVCOPJrGtSAqhiIiIo2WPCxIHNoNjoap2ZuLeu83a9hvw4SRoViTq2cJ1TOAE9wxLiYGyDCIBJUJGAxhx0aSiQMPcai27WrnaVhH5hJybifWfs9i3Yumy6DucPDnQfIo9HhDiyPQ14dxp75i95X3wbsVyhydHjx3/wkTnbZrlZdTpHpExVBE5JnCAsznQV8Nmt4HYiOAGD3LVIYJgmCdlJv8ULuEnI8lMfhwk3YQDVpXKG0JLqTUQda6YUoRd4B7BpNADVaQxgsa1T525g86c61hOUeK6IZM8CGGXvxIdMdP4Lo9cASDhhjZCWUWW3a9zX3jICiRrwTY2dDZ6WdeIM1gorlxB2/isD9ZQL7BpNAtomIoIvJM0YmI/AAGekXV3HQ8SFrK4Gh9KYbWsNWH3h8cVWxxIgNTef3d8qTgQvSr/SA2BjhTT/KJlBF09gBX+whO9qK1sGkRmgzdJFl8OnQZJMJ2grkveQ9hCdewDOdbbhW3UyztmlGkcfoqffF+ym6SXoQI4K5BJdEdomIoItJoUZS117yLKww8NwxpQs1NZ32MoHMdXQgcpHrzkAXQRf7vRATfvk4I6ZGTULWN2cv3VUxW7QgBMnryU42yFWIKsSDcjjWlrLiXBzTXopsOeZ5sXEihRdLjxm1dKBF+4Ub9HUTUko5wVbkegYlspwhT1rCoHmY2QcieaVN5l6vwP8HJQV1iUv1iTCkupGBBHn/gzJ/y/KAApAn21KYUnS8qhiIijZaOfCrbwvxP12ne5QkkaVjWak8hyNZI4GuQpMlgjrSa1kMhrjM0k4F7N2APLBpLy2W3uf96AFwo3/cjTB7m4uSgujRlRCk92a75d9EadwgbSZv3rtOTr/Q4T9VMKdyMVaenJCfDHYNIoBv29R+CtywOv/WprJ3ZtB6KIgLhwFjzVD6bvZg1QxbB0Rq71JGO8E0grccmVdrTnqNqVw7qC2fSeH/ObgiHrBtVVwFqKoiKoYhIg8UJqsgjJ+DL/IRRSBfqZ/Z7wIZD4HsISC2AOa2qad2Z3l2PYk0uh5uNg8eu8A78hV2s7rsELpTr6y7hXYf/1crHrwgzcrEmm+e17gs22L9zj/H8txZ9a4cl+ViirBphdeEpa5N1p0jZI9hZ6mK9s5CPg23Nbcu+z1W8OE1fNo+eicVMUTFsLJgA7qja5DJRPXfyEdwD7gFrC2HJJmABcLQbwuuMvpwHHGg59jbBal4OzSjCmlwKMdXIB1ZXGFOKNbmCD+MxCE+CwJQCcCl3bWtWcrxRISqGIiINlR0hPH7HCMsnT9XuluQAPfQ3fSdg7CYofgeG2R7icNzkKtuau2bhzi1MKcT24X1y7gQyqMNBjCil67ILXBml7Nui6+88X8sIwni8iJg4Ak4D1H/+QW0wo4j5UetgtXJb8TndLb+6AsGrgEBgMEiTazfOvN7AVvjVrS35WFbZzowi5sesgxWwMnwmX748g9JfjAjgI7HySSNhDLBZtow1t+Rvk8YlrGszjRkpXyobbYXQT5ShJgezQOYk4a6sBa4TM2CHtJ6lhilspsWIxzAa1o4LUV3K1SNexDNiYQQkA19AYEc46DwIgPkp6+BDyDvb9FwqRMVQRKRBYkL/CYfZJnlqMOd+JyBpSmv+y3i8iMerq5C6wrhclLC6/F4fmW2ADsrPQwlnaNe61QIoxZhSjLiDK+y4BuzVcgQT6vt2Z0kebJaXp9MD1sCj2SZsMprCXP+NmCRrn0PNBGAELHabX2NbI0phK0iPgCUlELeC/+WEMIiPaiG9iCHwcIE1ExeVU+5MmLlpM+lTnBTVfz6ZsRKLT5R94oH48eAz/gFcB3boQzILwAIzijCmtNJ9pUXUY9YegllpYD0uVy+KobGa7AcupJD0qWAnbf91hZJ4B2HFkaaRt7AiomIoItLQaCmFRbCYV7hoaFkq8I/CVVitKmfBDITV3tP0vrwTSQDnF/dGyAatLmdhdfjA1EHQF3oa7dO9cBVoTiYzzn0JxyF1t/7muQfYDC5mru9G8IWFg4FP0CiwyAKY1x+YBEmjW+tPSBGRGlnIBNlWRrGAIcfPQiL8PNuTcIYqWvzs78msgwngi16Uwv8r/QybFWpUPHNgl6BQ78NHZdftGS1Z6HwfNsGKs01LQRQVQxGRBoUJLIf5H3yM3/HLnDO0OOUwphSrNU+RLlFukx6H5y9k610xjEn3geV7qF3ivG74hZ6iFz/qWiy12JENE0Fa2Ydep2QB0pNgcxJm/QyLu89nWdZKmFpzXxOAT2CxT82WQhERvTLQhB0v/w1pnJBowAkIGZFAuJtSMQxnKOHDh1Y1Qp2xWVOscl8rIwS4KvPjB3pV2rediTAalr24EoseomIoIiICwFAY+Ao00+GQxmAfrJr2eBDgMwmwkm/IgPDdQk3OmvACRo4Wxo3YXX2q6krzuMFR2iv2l2BE8YcgLV+qwxEmHw8T3qzln8M8R/JbuX514SQDuHjAX24krNuietlSWVPBHpjuC/jD9e5tAHg0yQRpUjE1flUruO7TptomzqQRkrJTyDYEUIAQqgrMDd/IEdlJ9tGWQ3X4DiKGphj+CSvtPqHl2NtMrGadOB240cGFIFkYF/v5w2lpNeO2AvfJ4F1u0/5M4HNgErzdWql9/APIAelW4R51py5fRwvMKBJ8F08+hl3CtgmA24coZesOaTjXk0QNB1ExFBGpLa6vEBSxBScdu94bUaqixPj4wldbxiluUN78wqDjZ7msQTRcPzM4tdePQkx568RZYqrRrXx8YOeWMaTgothWsXD8p7ZzMVqn9MWZl7OGCDulHS8A8JHF6EwxvHjMH0aFIiiFTemdvO60Ap6ceY5/m/1d8Tv92+jvGH1W2VdKHRV/24q4c4tHHhBarkx1mZP9qmHwLv35GjEiudFzZwW8Y8z97+ZRtL3qc+IOkCVJJYQAXpB9zWFJdYN60CLpd/4izwBQihHrJs+HrcDbrQk5tFYRrW9EKUuZi3fvOIadOUloPdWItCSPFu8+ZtVu5XuU2yRYuzGEvHJBWDVdJ00RUTEUecYZCi1fgfuPgFCUjz4nIARaVtN1GliTi0W5dCT6QJYI7yfv5rZbS75lOBk4YTILpIcgIk6wAk4A3HzUdO4jvPGWYoRkNkiriwGZBNnYVXsjrFhQ/pqtB4HDkwgsq0jlAVF1fMMuxVjwKbzXU+7o/ghRKVRPoZmpyu9V8fepDS+Swtt8S4uox8QUqo+4zKfpRWI+C+RlAYtk8K0UssvKXb4LLd1glPryk+UpuxItFb/+IGip5sbTEdw5q7g3lmIM7wBHpRAs3DdNUb5xlGBEBo4wA0Ki4K5bizp+Uw0pEM7j9wAPH2Ac5GGplTKY5WPOrN4FFF+Cz3OEoLDJboAZ7LneOKtGioqhyLPNqFcYt+8rdp95H/rao6zQ4UWzxw8YabW/yq6W5NdL4fbVWdCqLQR53Mf1xh3i8WL9x3/F5eMURvhFcPkcuG2B0EkTKvUtwoxsubP2+gV/xXRBYaU25ds+xEEr2Y4QyE8HlZUISjFWzFcXzq/oDYvCgFxEFaR+6cNpsiWPOUYDq+UsUmfin0Bkux6s+nMeES4jIPUyLHdjwsJQrMmtUTGsxEAfxkV8paLkgeCPXPHeOK3PanL/sMaSfLXz/I6L4h5VuzyltcdjHYTOmEC+lkohwGamYnfmT0LSdtKqFbwG/Hq7Lek4MbbVeaSGK+Nca0TFUOQZwgQYCHgoNw0UUhI06/GAx0xGsTDW0obOVlG1SsKsMzrBR1ZQUrbO4S0sa5RgxEMcKMUIBsPf4wC/mn1htFX6NKEQU/344Lwjg+ggIT3GnUcIjm7foZ3l0BUYBN5OWJOrexnlNCcTH2IUlRlcSKG4npbDdEEHbtCZa4rPbc/d5wCNuzKLiCpOCHc+t+4QTYlwXyvzjb4JF/FhACcYziEkUTVfZWPZw+6BJ2C5cL5XVAwrYkQJdmTX+CKtj3tUVZRgBL4w9yTgr70vYWeu0YEbyg0JwnHLBbpk3OYFxzTyGmnya1ExFHmGcIT9r+A/8jvFFhdSMKKUd62+5qasnbDkgeB/0oHfDCUoABvdPsD1cbIiv1Yu1tzCXbH/T+wIWzASuwV/qvgFNnaMKEGW+xzcB47AYM8DRBwbAUMSgZtajBSMh+wKHfhBr7/lUMJxsbtPovwhcJvqg3waGkFnD3C1j/LzKQR9XKTpMAIokdlzEB9u0q7cnmLYsYfEHZ1oJ3OnuSSBCKC695p8wENyEpm3BB7DUubW2X3BEORizc7ZY3CanU5ytRWm1DMu/DBXhyk/nwLuIhy7R05gQkGjug+UR1QMRZ4Byoqze2HeN4te/FCphSPpODaw+g3pcqmqQ1dBHg2FF0kRrAphII0D6UbotelHfurbkxwCgLKce/kI3juPEIp8OSHYuO4B3YBBEAxv8KNQzkqPGFFKVo4weyL6X/i2QKhK4wN1ShPkTBrNyYRoOKgr4UQaJMZG8CfW5GGpePlVkggkkkd3jqBZ7P9egDghktjbP46iGpZfBR9Cp3q1CGrCTdpVUJS1IEn9dVOMvDBTI0ZUDEWeAV6Do/1o89Z1ejXwMmrPMtbkMnlrGCyByAq63Ntmh4iUvUkhLwJw/5YbuL8G7IR/BNFi5e88eL0fXJDC0UBkf0igB6xF/+WzjjOYN2Q/EphwGycviNDrbPLI73j41bOt2vxqmmBGESG7d8IciG6EPlAi2nGwFN5rdpeOvneJOvGaUEFIB0SEwbCTJ2vWJIyAKM0q7IgYHlExFGmE2CNP0SvnEYKdxgKhPHy+fJuJvG0nOr11mZFUHUhShFmV1peKEXQV+xhRgjWPm1yevPrEmlycyIBDqHXWdiGF8fLUFwCJ7TpzwC4IstvAKJjEVlYO/AQutKLTW5cJl0CgP1hH6qd8VnnScOYbxjLA8wStNMouWTsUZ7MZRHm+xmn61NRFLdbkCrWqj6g/1iJNj3vA6ifQ9yRq0mvZABa18sONAWKqWHcuf5c2BiYnAm5aT2FQjCnFgrxK5fKMKIUnBhKqHhAVQ5FGRjf4ZyD0lX8sQPCqfiyFlvPgW2AjELYBCICwLhBQwCs12HH2M4rb/V6ChxV2NAePU1cYy56q+3SHcSu/op1W/m8iZTiTRsjmnXAQok9q1ucF0rC9f5+cmyPp/9JhALouucCVIZN5hS0E3oO7zi14SHM9Sl6/TABaR8KTHs8Rj1etxmhOJjN2fwlhcElPNZxFGhMm0H0WbIK1vICuCkZ2AsZuBAYrt511e11Ho9cfXsQzYkkE/FJ5X/KR+penvtCJYnjp0iVOnTrFxYsXuXjxIvfuCUkOZDJZtf127NjBf/7zH65du4apqSk9evRg0aJF9OzZs8o+586dY8WKFVy4cIGioiI6d+7MtGnT+Mtf/qKLryLS4GlFp3lK618+lqwZsgi+MYFRMNdnKavNl0CYBeBF//cO400cIFj4KiaPLuP2ry/B6S0I79blrZFtSLo7FtQUibj920twOgxOv0f2Sjsdf89nBzuyYRWsSBY+lz/6Vd2h7MjmI7MN8JJy21DCGfqKkKhxsXP9LFmVtyQYU6pXm3FrD9jpP6b2PlEI1kJWw4o4MTPkM4+x/D9TQfrKPNqG39fJsCYIydeTPmzNfxmvkzENgTGluJDCtU/kPpXPEDpRDJctW8bhw4e16jNz5kzWr1+PhYUF/fv3p6CggFOnTnHy5En279/P22+/XanPgQMHGDt2LE+fPuWNN96gefPmnDlzhgkTJnD16lU+++wzXXwdkUaEEaU02/qAxz0WYj/tXoX8WKc5OXwYJ1vLQ8fs4LVlUfTnRDUj9oWZfihccOzAv813alv6dThF9I4gcBesXiK1IwMnOAMLL1TelzXOvEbHdkMxiv10XZOEwssgCTV25YbFQxzgGCw8CXnThOVFkWcPS/LgaDF8N49tH7zL+5/uhh11D5zyBfqtEP6xm1fqLqiBeIMf6bc5GqIb/jWtDySymsx6GrBq1SqePHnCq6++yquvvoqrqyuFhYVVWgxPnz5Nv379cHBw4Pz583h4CHnlzp8/T0BAAJaWliQnJ2NnZ6fok5WVhZubG48ePeLAgQOMGDECgPT0dPz8/Lh58ybff/89AQEBdfouL730EteuPQD+VqdxRPTFUDrJJCr+guWj7IwoYfmVT8G7zPpXHle4OYFF7RZWGnX5r5+C5xZgEoNkhxRWxvLjVqRidJ/oY/hssSx2JWtfrb+ScFIP2HmjbhbDMizJZ/7EdUh31F0ukcZDX6C5rA3/RVhhM6OQJUtWI/1EN+PPMoMfCnoTg7oyTI2H/yv9jAjj4gZdteQ/QIvOnfn11191PrZOLIbz5s3Tqv3atWsBWLRokUIpBHj99deZOnUqGzZsYNu2bcyePVuxb+vWrTx69Ihhw4YplEIAJycnVq9ezYgRI1izZk2dFUORhsJH8LZD5TO0I7hWSBJQUSHr1PUyicGT4XGFvnbQtZ0asxTg+dLPJEwSir47kKmRkvesKIL5WLL5yRQef9cCz5E/M5Qjz8x3V8co9tM1KgnWi8uxIrrFBpjlDfhC+hdCkU59YEkef+ML7M8WwG49TdJAeZ5sPsoJxeSSfIMRXPbvxCHepi9n8D93EfYJaXs6AWOHAm3lbZ/Ata1Nf2m53oNP8vPzOXv2LACjRo2qtH/UqFFs2LCBI0eOqCiGx44dq7LPW2+9hbm5OadPn6agoABzc3M9SS9Sb0x1YGboSrWlk8oqTFTF23zL4O3qPeur6juUIwzYckKj8Z81crHmcUALiF1LwsZZDP2wCXtda0DXzUmsnSosu4mKoYgusQc4BqudpzHXfCOs0c881uRiH1jAqiM8c694jmRg8iqsShI+mwCzvk7k0Li38Y+5SKifoBQWA0OB6PBuRPImIPg2T8vcBocMJHw9Ue+K4W+//UZhYSEtWrSgdevWlfZ369YNgKtXr6psv3Llisr+8piamuLp6UlsbCw3btygS5cuepBcpH6YBC1bwyiwIL9WlikjSrDQsl9t+lRFPpYcZzCJ9zortr3WKoY+nOEG7TmWM5iCx5YA2DbP5m2zQ4rSe6UYc4Y+XLzno+hjaOucKYUQBKTOUkaDNxHe4Ed6Fv7EL2benKGvooJDczJ5m0M4PXlQudOx+ls+BiFvYYA3EAR5WFTb1pef6FX4I/FmXpxgQJUVKUoxgnEgTYBrsU3fAtKYkJkL9xBGgzRauf1RHIQW1s4P0B0I8gA6ArF36ej8JcToLhl7NyDQEwikXuocO5HBcA5hShHf8ja/q6n89DJxDCg8wU2zdhwhEDuyGc4hWiVkkZqk/O75AEdgYeBK2C1c22UvfPcAv6jLdO8upKEyfwIVvIyaJPWuGP7+++8AapVCACsrK+zs7Pjzzz/Jzc3F2tqaR48ekZOTU22/1q1bExsby927d0XFsNFiAetaEzRjC3b8aWhhak02diT26gbRSrfli3PGEvCvSA7cGwWtr1BWiTaHAC7KfMophkZcnO8P/9zDxZljCfh3pMEVQ2seEzJjLbkzrBv176KOfmHR7BkPYxdc5scVb1AiV7y8ieNFhwfsVVMGor7r4wQMh90Hh2lUOWLgvij2jIGxM67ww7peVebmLMSUtf1DsO6fy+TVYaCdN5CIninBiLU+IVhfUOYWnJwQhr1XZc9pTQg0g59veFKIKX7tLxOWVH3ZO63H94bDv/QnBRcy66G6iTe/8HyzLNKfQC/Zj/yPdyu1GREXQfjLEDg4iZ+OPcSLeBztsgjLqXwMN+wGp92CpbC8snwaSAxA8TpWjG6PW0Ol3hXDx48Fxy9LS8sq21hZWZGdna1QDMv6VNfPysoKgNxczZJ0vvTSS2q337p1C8HTQ0R3dEOIV6sJCzCHOLwVW5xJw5u4Gou065rHWBNLd7LLJUf2Il4lV2EKLsTxMtbk0p1YmskTxBpRKryZR/cFIoF4RX5E2+bZ5OADZTWPmztgQZLq5K4AfSlXFtmgGFGCAw9xqJTksQngAn2NADe5FU2OESXczKJhOJ9bCedadeXvXiZOeLmIksuswdPrT+yE5N/+QtDA1cLGX8qrKaH4fcpwrJDKSQsszIVE7LlY49f9Mv2ShNq+dbV8ewEBRsBguINrnUremVFEd2JxILPKNuk4conu5GOJpTe45cBlqtAlHGGQLdBJWIkxo4ikHPXV1rNQXwqwmLJX+GcLMcG1iP4ZEojfkVNq/QXLU4Qp5yf2JmGqmWJbQvAw2m2/hUM9K4Y3cSfaox/cLHNpsCAh8n0W+S9QtNmTM5YCOxl0dMAhUXgjBcEPZeSWMNK2OHO+10iIjlf0edfsa36TtVdENJtRSHt+U+w3opRxU74ibYozzqTVeMxE6sYW/yBcSlJIx4nCBpoWpyYsyWfE6giuzqtdao0tPkG4FKQwcF8Ul8doVitXpHFyB1f2fT0E16/vEPRyAtK4uo03cjSc3fs6aTirvETXBhdSGBgYxdVqXJiHTIE7m9yIpTt50YJCWFW9+I3OH+CefZM/sasXK2ZTot4Vw2bNmgGQl5dXZZsnT4TkWtbW1ip9yvrZ2FS26FXsUxNVhXgr09U8Swhl44T3x+soPSxMEMxW9tX0LesDgplMjbU1AHrxY41LovlYcr55b1QW67JrFF5/ZINSFgsoECLoM3AiHUcKUuXHpbVqomNTCunENdpxi/MBvSHaF+QeEA48pGc1ljcjSuRl3cUqKvXB77io+CdZko8LKbhzy+BLRq2QG49frJwaCYRzzpk0HMmAKFRj9TOhM9fIwIkUXKr0NQTlMRjoH4UvgoWk/F2gIWAPeAB5NDzZ9IUTGTjwkEyak46jTsYsxJSreJGGM686JtR9wBfhJ3pq9VL1PNm8oCbva2euUfxDhfNYjhPyBZRHwj0yDwtia8iTWISpwuLant9ox02SNZby2abeFcMXX3wRgNTUVLX7nzx5QnZ2Ns8//7xCybOxscHW1pacnBxSU1Pp3LlzpX5l47Vpo6ZEhUj1mE/H/H4WBd/aQ/AelAtorWDdWFrM+L3Krg/+9yIEHQAc4LsAWgyo3PZlNEt+bkoR/v/6jmv/Uv6+7pytVQ3PuuJKMp4PfiadDoBwM/JhN6UY8+WVGeANxIHssAQcIJQJpOGsMoYRpfRedpT4ZV3w4qho/WsEBBLOSz1u8yhOcAIwJJOD4O6uFpyig9ok346kM3lJGGyF8ArP2fCTEOh0FibBlhVBap3zK7LTcQw9ZT8x8ngqe95qIMvocqZ7QNYNc+xPFnBgAMTX3KVRY0wp005ug0nAVljaf66hRdIZf88KRdIDoZxpOYofwf9y1PcJ8Yf7kbZE0YFMDctcfpQTismrynkeZcC5Wkv9bFHvimGHDh0wMzPjwYMH3Lt3j1atWqnsv3xZiP6pGEDStWtXfvjhBy5fvlxJMSwuLiYhIQFzc3Pat1dvVhZRhwVgA34wyXYr+yeM4n5wJ5SLSa6YB2cxhU1VjrDjvYmkBnkATnQdcIGhhNdaGiNK6MUP9OKHWo+hK+zI5m01OQlKMZY7qUTwXMs3OOUNAbbgnP2HGsWwhJ78RE9+qheZRWrGmlwV625F2ufcZk9MA1GKesBWJqndZU0uTmTAbpCqKbqTCNzLgJCTYLpCs/RLN+W26qmDN2NTDwvKJqDwmsylBiugGxwhkMH9j2NTKUFp00KSAw72mXAcpCkgPQ4O/TOhULCcPUJHy/22yvE0jU62AdW4eCvNpzOjCEvykEQJqWKqm7PSPL7CtVCdZdKSfMzKuRyZnKt5nsaICYIFXZ/KW70rhhYWFvTu3ZuIiAj27dvHzJkzVfbv3y9UtBg6dKjK9rfeeosffviB/fv3ExQUpLLv6NGjFBQUMGTIEDGHoTa0ngf7oY3PdSzJ5w1+ZO/Nv0C2XClvBgNsq89+2osf2X1nPBiX4q2u0ngTw4gSjozsQ9/HZzGXJ6ANMLRQIhrhTBohW3dS7btLQu2iPuuTzlxj3KeH4SREJKlvM88FOA73PW11tgypa8YAHmeAxxA9rPrAl+iTMGHAXvi9gSjteiIdwA+meW/jmjwV67X1MC1pG3SHQYkwKBoOTK6b1TQXa5L2tiYkKRXeBWlszX3sgelzganKbZfdOmm8jLwoaQ3Mhkcna1YKZ80GPlRuu+LmUaNSOP/kOtio3JZ3tmnmaJwAtI6GjRP1N4dBgk9mzZpFREQEy5cv56233lIpibd582bs7Oz44IMPVPpMmjSJFStWcPjwYQ4ePKiofpKRkcHcuYKZvXxCbJGqKBfX9g7M9/lY4fvXnt/UlourjnbcZFGbJboUsMEzJPwsq4YpbzrGRqoRrSINE2sew6cgbSyORlXcnZ35g9SFsLW6vn6w2nNatZHMtZhap3i4wO7ew3iebF41iuJ0NZ4Wp4HTJ+tBqDpigvpjp6nVKh+5BbicFXgvCNbDAghdOoE3O0biNPmuVophcYlqpaZCTPkv4zHzKGLR4DWggWJoATANFrvM13jeMuu8EaWCdVuD3PgWAB/CYjfN57EkDzZqNn5jp3VH2Ok7hgyTs3p75dPJ9X/s2DGWLVum+FxUJCxd9OjRQ7Ft8eLFvPXWWwD07duXGTNmsH79ery9venXrx9FRUWcOnUKmUzG9u3bVeokA9jb2/PVV18xZswYRo0aRUBAAA4ODpw+fZrs7GxmzZollsOrFicICIEh8o/GVOs7KFI1VwI9mPd1EooVSW8qLSOLiNQZA5k7YvBhxIkI+p2DiE8gxjBiNDqkzhB6bwKX6K6y3ZQi/vPJbKR1fH++dhZCFu6EZNihZd+oJzBk2lmG+J7l4LhB/EYH5ietg31QvL5ucqnDiQymRW1TnjwlULxWT/Oc2wYnIekZUArrC50ohg8ePCAmpvLto/y2Bw9UI33XrVuHt7c3Gzdu5NSpU5iamtK3b18WL15Mz5491c4zcuRIfvjhB5YvX86FCxcoKiqic+fOTJs2jQkTJujiqzRh7DHZ/4g5Dp+pbDV08uTGyH5GsX+coaUQEdEPv+DNL/29eaP/j3T7JFpUDDVlCvxNsgOQVthhz2BZb1hytk7D7wX4tHZ9Y4CYL6DvF9B53DVScIFpINWTFdaJdBgDUj2H9jvwUKjgk6LfeZ41dKIYBgcHExwcXC/9fH19iYiI0HquZxd36BgEAfCyQ5SoCIo0ed4kkt4x53ni/RxfmP2t1suphsAEWOgGDIYnk55T2deZa4xLOAxRQnLi6pCdgLnHNyqDA9rCFhfNopPri6spMC7sMDyByEYcsC/tCEmJrXmXpbDkkpoW+Qz99QznZd6KLT0OXSF0RP1X0akNrYDJ/oAvXHbpVG1bN+7wftJuiIFLWiqFTkCIrzDPFTePmudJ3g3nhPNIRLeICa6bPN3olHiZwRzHFM2iE0VEGjO9Y8+zpQdM9nnK8xeyG5ViaAGwC5b7zq7kt/omkUR6CdafmnzWPs0C47eUn98DOsmuNSjF8CAQMV74d6OOHA2H9pITCJ6Q6tYz88FzLa8zRbnp5lRO8lyjUAw9gLuRLdjFX2r0pfYmjqT2wm+r7W/qDtyLtmc7E2ucx4t4ktsKVtRGfe40UETFsMnhC836QVlwdg9w4TAWVJ1Q3NCYUcRQwnErvcNpo778Uq4knohIdRhTygBO4FVYzhX/GyGdx6M4mJwcxhNnwfJmlfyU1AYWeNIKmOyCYC4BsIIHvs1UIjC7EM+A0hPY7CrmNJo9CItRTf9yEwg4e5mXfeMqtf3JrCc/0KuW36BuNOaHutQD2AhTPNYhxAhXl0TmESoF6NZJ6Pc79NsOe5bUX6R1FuB36C4dfb4EDfNbGwNFmFUbFezOLQZznBbHHxOBdr+rKxDsBvSHKXzMf3PGM8D2hKKSlNp5Tj7mlJbziGiOqBg2NTr2Y0jiPuzkJUOMKBHynTVgHHhI1xFJhB+CET9H8Et3b0OLJNJIsCCPHtOusOcL5bYshAdGaCG0agsmPAUERamhpaLxBZJ+b01kuaRHDysk8B2dfJRTbYWKJLWV/xxwpw9YyI9FecbuiuaHIMMoho2ZqBuvESD5BqEWy2XtOm/cgmTjFdjahaf2EpbWUx3CeCBrhGCZ1uW1MLz0EEnGxRyrxbiDgCu3PdjKJL50mQGpkRy+Pg6vDpUVw6GEkywpqNU8IpojKoZ6JwT8nJRHOhZ4vAHdVySVzzMH3LlJMwNUC9EWS/LpTqxQKzhWeGsOrGtVd5FnAjOK6E4srtyBKhJS50ODKyzYCSHvpbF8pczBH47SXu0Sbwdu4M5NOCk80OtyaRQjKJZqiYLAoMpLoN2zEpp0zsDastAWTIbC28yk9ouZ8jTFdrqUrGaqPQ+qIBfwS0gl0LPqsF+bY8VcRjtlLQAIGAqMgzn8H/tzRkJqJnAVjgbwbYfhirau3MGLeCyfFHCzFt9BRDueq7mJSF14XfYrMpkEWb7w90euHdBX5/N0lSUL8zyVCLVTGwEd+I1+AdE8lDwgVHQgFtECF1IYOCaKIsldtmiQg62hMLY3JMm6cbnEj8slfhw+0594uqhtG3TyADaSK4RPrZtSWBN7toKVJKHS30UH+E6P8zZGbIDPsmciOS3jsKQHtV7MbBZMJ1kGX498m8v1ZC2sLVeBSC/150jZ36lhaP3UCdgCEjMZkvdlhEkGUWCXDPwPyII5ESRIrBR/R5eOVlsWUkQ/iBZDvTEI8GIKE1lxTunvI/00B/w6Q/QEBEflut4V+gLdGMXHRJ6DgB5gNLxhRB6XFYEvIxs7lXx/luTx6ILSXdsCERH1WJKPCymKqHp3biE7Izi5NyqsIJPmZOBIGs6UyJ3sjSnFmTRVS/85eYqSWmCPEDRQdoN/hGA9VafGJNK0q4noAhNgKNDFGVz4G9yX1nIkJ8AVhsAUNjP8yWF+1JWQeiIf3dYNlx8BCAQmxwDqsozEyP8CgNfAXYjKN0+uoXSiiE4QFUO90Iog2VV2fdED2qpmtYpZCLKPJdz70Z7WJplQIq1iDE1wYozsFnu+6AVxcFfWgrO4k49lnaTXBWYUMS18G0wrt/FjWD2p9tUYRJ5dhnOIjj3uKipCyJ7AzgZuaVFHxBEY1uokTBKqWJS9KDmSzuQlYbBd2Ta6Dlb06Z6QFW+uuNbaJDzgkpf6mFmRmukGbJKtIXT+LJDUQTXpGIJt3H3+ZTaeyT3CyIytW2m7xkiIP9yPtGUAO4HUalqa4CmzIv4LK0EzXQypyaJvYX0gKoY6xx3owr94A+m0ynsjEKoJSKOzwA+IdCq3V9ty5q7MYzah0yBkE2z1nlRH2XWDJfnY8SccERKPWiBIGxIFxpOUCctKMMLGFpzkaxAWAGYGELgJUVaovhAz8hqxDbbi93ApTGFPFb6ENWECileRXAxrcYgBYtJAuhucl/6heIlz5g+hZJiuXCo84ACjFIphgGck9s+oXVAXv781EPrbLPjnAeqkmvSAKWabmZwRxpYYzUYqu3/mU3uXgoZ0DeALnzGHk78OA8KqaWjMJLYSOq1u372pUHYeYKv/EqyiYqhTAvhAlsCWrK5Iqs8DiiwOBmUeJCImRNhQgGA1r5Q1Xx2tYNpkmAqX+JqQG4lc8OhaB7l1x/NkM2tfKOyCq3LzxDwfYAckdWxNXjlr5i3ceZT2IyG35bcpYzjl5lfvMjcl/sYX2I8pgHGwdngIf9a3d7uOWJSyBmYAC2B597rVQPcH/PYCDpDUR/BiMjQRSTCsz0mwlW/IEbbpiphDMPmtMOWLVlr1j+CmzHCg8wngCcSMUL9wWRPxgOw7CQ9kzXDcnAtTpTqVsTrmeQO7ge2wYXXtnI8GAq8cBozh6luGdcEongtr+i0S0j5W65lYwqIny8m98SV8AivCnu1l5HkuQDjc97YlHaca29cFUTHUGSaAF1t3v4n03Zpb38mCBazgFR/Bc/4x1qwbOF9Db28nzJdnMcf2M37HhcUemhcb1zfW5MIakMrraJkAjIClHecq/KnKeIgD/zKaIzhDiegE+5MFrN0HszLAYnheo1QMjSkVrGeHQOoIpt0LMSqpnGalDJMaxutkBKdG+5GOE0EeB6CWCpi6eWr7oIoBYupWIa1aIoCI4/obvzHR2Rn29R+CNbn0NIsiolD7MdIB6Uywn/kYf9l3RE2tpTDGYESpdnWwBwv3zyWzV2Nfg2JY1TnayQqOBvamFGMC7U9y0ABuGGWyRdr6welQqq/7YgJY8DisBYunzGfZxJUYP+OKIf6w2rt+XLFExVAnTKK/7BJ/411oW7sRTCniuR1PeBomrblxc+hpe7R2E+mZP7GDgyAt99C7F2RfSSkUqT3OpBEStRO1RWytYNYuoDdk83x9i6bAknzmp6wTLB0VGQyrPZU3OCcymBazDaKUTWSrhP9nboW5L26Ec+ofI05AyD2Y4ryuSlkWU4od2TTnIRwTzs3MD+FzLcqw2QPTf4cpLsp5Nl+fydpO4hKXPpG6AJ+gfFJFw47NynQl9sD0ccDgcp3WgDQOQgCnjUAfSMOZDvxWT1JXwxz49ItlcBCtE4qdcvQj6GA0nIGwLyqnYjIBFp6BKb3XKbb9q/T/OGhcTNQTGDLtrLAqYyClcOExmDJ4HYs2zwBWldvrC5P6QUf5x2bQe8pRAjnClCcSzFcDu7TTpZsi6WEw12MjDIa13UP0OpeoGOoCz9aceMsF6XH4pZZDGFHKPKdVULdVM4OTizWLnedDkKElabo4kYFsBGqT4kpnw/LPZldbpaA+MKMQPgSpmmgH6T54/mdlqToHHsJo9f51n5cCC6uexxGwsMqkQLKhGmlC8JNdJYDvWewxn+c9spl1JhT2af59nAAH51SyJFsU207LEliMp6gY6pOpsDRYudowMWg7rpvvKxRDJ6BgC6ywUq6aLDNaicm74DQY1n/4Vx7iAECH+pVcLUM67GNtx9q9TPxAL34Y3ot3hu/B44vblRRDC+Dt3l9zWKJUgL+8UMSPSDgNxHyBwTAG3h28jd2S36nsLuWD/5bv6MlPADTnIbMCQ5EegX/Ws5wNmVCAJYJ/skNipl7nEhXDOrGQZo+zmWm1gEfmNbeuDqNn/n1IpCbKF46Pqeqt/yAsGrqGLH9zNjNVEYCSgRNf3v0bxMkXdIyh61sXGMxxztCHi8f8MffLYqrt5krJ0fOxZGvhJHK+a0nXYUKfsvP1Et2JiBoBLeGDDhsxpYjQux9Btgmz+oSqDYNNjYXJ4WHIn9fwO1zVMujCCxh5Ab7z8adgvH0Nra8SvbQf0d79hI+tYVb/6hXDEUCXdPjZ0RMQUi1lTWyl0qYmB3ATYKG81JeC47Ai5RlfEtMG+RPKhxiGxJ6F48jVB4EswHwhLBu9Urlxq3B886JgxvEvKfaFz211Y2HJB77PGkQX2cVK+xLOvAp9I1BvypfCEPgLQ7ldbms3IHA4whsOCH6QYbXzgwQorfhIN9BjxQkI8QU85RvMwfrJUKBq7bQ5D/koJxSTGMjTo5tFY2UM0DkYGC3cj/SJqBjWheUm5LZ1JDQDPje0LCJNHm/iuNZW0LWqil1fkQwWATCrdwF2Z/5UKIZpOIOrCbBW3tKYK5umM3jKcS4e8IdRoRS4h/Bnkl0lxTAPS3ICWsKFDYo+ZZxIHwABEUBfkmWugo+pqwkQSXE2MLOyjFsBi2FKn6Piar5PVfQzA8kFGfTYguqylDrOgfQyyhk7kSUzh8kFVfboMhQkw2RwYUu5rTXNo4o1wG5Y6TNTsW3+uXVY+ImKobYMSTlL2KtCFG/5cyUdWLUeTNYrt5Xt//cTsHgLZrmBy23dhHvnA/92gOm8Vmnf5I0gQUZlxdACNsHMKSsZffwoK8rtGWQL3x305xdeBsCJdN5P3k3EOZ2IazA6Afei7fkvfwGgCFMef9Si2j4vkIbJy7A2WayBrI7O42Dj9g/Ixk7vK0KiYqgNdlJYh+Ko/fW99cQsqt6FtiKdgLEeQG/4Rc+RRSJNCyNKyKf6m2ax/A+5g/0fOBNOIA+uvCjkQo+eBQVyq8Z++GzUHHm4ahbcLGbnryG0fimJoRxRJCcvxQgey9uU9ZHzdJMVQi6yRM6eGALNAJKBVN63/ZJdx/4Ks0F6XVXOfASrQrALYAxhydqVrzM2BkE8TVOHlD9yqfyVLew/Nh7mgTRB2eo9wGMXRAd1A0kV4zeXwjpYz4CytIpVY4Zq2iAz8aZbFRZAiBnYeEBkgjyp8hmYM+Mz2KWsgV2Rqq6JsmshORlGJxyFArhai8CTijyiiqXgg2BbcJ+c/VLhcwHCtXUd/Kd8x9LSJXBI2NUNCOwIjIB0nBTnSB6WtT5BioHlLORo2A3Ftk99/67V80mX5GGp+F5FmKmxXnYD80CYBv/gnwy8HkVysuizW5ERQBdv4B3qRSkE8R6lFUF/buFjyV8Vb/sZQfKIey0Y6wxnb7zOb7QnQ1QMRfRMLN15ILEDUmn22IxeVj8S4TICUmPgdCjFze0RHrnFwOfg2YpU47HcKm6nUrVGgaJPGY8QlKcjMPCqfJtg1wmT+BDGbY7IJoGk8tpQX+DX39vyJ3a853BZrc+kfrjHAYkPEm6zS/Z/IDmg2OOxHST/J4PxMSitq+UxYcKDUBZK/sbNIO1eCkWqpxVgkwhhbiMJGn+AyDDYcBKczJ/yiNrXiNoLtPIS/n1XN6KqZcNZOGP+guI1wMMWbmS35d/8na1bP2LPZOWVFugDhy/0JwUXMhU+FXUjH7grSeJX4Y0GgHtBUHnRu4HQLJDeuUf5kP8wwCGKsCwxebU6uqyArxaMIxfrevMdFxVDdVi0gK5S1W3G8CHeWudA6wb4lN8wGG7RTqU0nMizgxMZePOLkJIF4a06Dm+VtDIduIG7GvtZ16QkTmk6kTOcYABXLvUATgElPI4dxDX/zpBd1igdVdVGbgspSeJ0el/SnYQXl2zsylWtr9injGIq2/xigMt8znROjFbjNNQJSsnFlCIk80CqpuZx8UlYnaNcenUHgnyBD4Gvq/76NSPIloILIH8rHw7Rwd1gYlk5roEIdqzTlH9kuXGn2vuABYLS28kKit3K5L4lRMVeEqMrK2KDcKQ7OwJPhNJnZentsqi9QuiOkBo2HeEXrM7SPgFwGw38DpmxUCKPWH+E4O+niQwmCN/FpuyzGdiRjQspYCVPU1vGAOE5oFE6qUQYzHGFT+tL129XeR+4LP9rKBRhRjxewnVmDkKsuJxpMJXNjEiOIDJLuxWDZwoHSBaKCNYbomKohs5c41cjiepGGVyTqG9fHYEz4Oy61xUXdcV6wSLPFmPZg1Wzx9x5Inzu4QaWt/M4Js+3YUwpQWEHuDa+ct9otLjpB8Nh63HwuFyvAGvuYgNsqaYjwBGetvTniuIRV6RBn6oo5qSkC5LWssq7JoBsvARSQLLtKXxe+QKbm70UV4lUoYoG+YNkogz+CjzeU0uZKtPlntynUCID/g0M5Ln7bXB0Sue+ZBKwVOOxXIFXfoFT3n78Jo+FnXByL0kDBCVDXCpT5TWgUyZcsfeg64gkzA8l6iQZd1B3uPxzJ15JSiSjvfqQkDJKZK2RdEqBf8LeYUOxk789eRPHUMljdmow3xgjKCix5yqdAcEF4zc6UIIRO8eNwXmc0vHgIQ4a56MLOwTdJEp/B63uAwYmF2siJo6AHUnwGfjJrir2LWQFAxyiiM6q/rcRqX9ExVAND/JBWkfnX1cEHyp84XvVd0WRZ5DnycaRDFrEPmbLE6X9KSAZXi2M56aZOyBP8xItLH/VCWfgcQyqzg6aOj48QrdVdXeqL4m6SCqUpTAGlksgVVqpyYac6eQ7S3lUlp1hCvA+UFC5bV244uwBsVtQ/jKtedfpa9y5iTRoFYTNkm83pjNj+bWasYwBHFR9x0hqGBVXGhI2CFY9H1v43b4FmTSHJ0ncRfscfyBY5LqVL6nZH1JwwcsxscoHXVmfT5gC11fB1Hl8MexDXEjBmTQKMeUNs7MKn93qcHCAg/gQjxfOpGFKkaLS003acZN2ivtALs3U5nYtxQjcwCdKMNKnI1jSGps1zRjh2P9Ge7nwd8DVg178SHMe4kgGAxOi2JFVbjFCpMEgKoZ6wAYIXgF3F7TgsDzaTOTZZlZaKARAcpJqEajLgJfVU4KclX5ukbqql9vQiYtA0lEmLDHtiFbbpMDOGMkceRsQlo8LdGcprJLWNuwK+yusgCWBq2FjuX0vUq1ieBNIfxGCOh7gUYKJUN1HpBLvAU5yU3Cbtx7QJu0BbILuJ5oxyO+xVi/n9kCWbBC2i5UR80HLtrDL769kXhBK2lXEBsiR9cd28Ql5oXYp3D9AlGQkjIJx+76q1fdqxy2Cph6AS3D755ZsZ6JiX9l9gBmw9sPKJSuzsSNq+2u8vP03Bg3IQXqyViIYnC5mYHvpJ/ADdkCLHzvgI88P9fesUCQ9IDVJ9NFtqIiKoY6xQXCiJhC2MsnA0lSPGUVYkkchZqqRkyI6oRRjijAVrAYZQi3cdFRTlTxCnsS5nDJoASphSbUqIJ8DQra/MlNdCcK7eUNKBBED39S0iLQWPtOfBJk48DrIl/XKjrqN8EDbJI+mvl5ld7XkIySjtb8O0y8U87xvNjzRncxNBSdH+M7RHzuycTt+hUhgrBvsZyQhnXaCFoqhCbCB6bA8VLFtz8z3ePfcX9UuU7oiWCtDWA7LpeX2xAt/+6UYySvmFGvoFFpcKJQEtSMbDkFEBrz55D5YlWuUAFuSYPIZMPqwcumdEoz4iZ7E48W0TtugkSqGFuYIYeUFMZj07cQ/yqWqlkTDqqSGdSdqiNggf1+xqqGhHhAVQx3iimApZBwcdettYGlqZs6TNZhPBD6Elf4zReVQx5RixJqYRTATQt+ehcnDR+xzGI2F5CSJVfQxAeYNBz4tt3EXhH6q3du1bATI0q3IchRMbT/yBm+3OAEPpbX5Kk2UYtb0kmKe/TcK7lrDBRO6+lxgH6PxiHqHyIC6jZ4LyAJhln8oqYd0IW/TIjwDAvtEQaGQ1SUDoAeEeO/kqpbHKx9Yz3S8o5WpWnY6vI26+hDdgCeyYfin/4+nL1gBxyo38oNd+/4K62GPhqUTw3NgZEC0UPt9NwzygH1WQ1TanO3/OpNvnOeuRwu1PobW5DL3+EbYCkmN+JwJzwFZWwlPCp7DatNTFSU/77ioFNaEBTBrCjAboj261fv8omKoQ+yBBwuasYGPDC2KRpgfghX7hIpjZv6FomKoI8qqD5RiJCxBXpDCBSj+B7wdfYIfkVSpGAIwHhZ3VJb4+mT2Siw+raa9GpZmITeACUmcpY4n4R1go4ma1s9wuuVoKQV2wEAp0yJWs5QlfC8p0Ik/YDHy36ERP+BrQ8UzrKqz6zJwuUKwujQZIQ1mLegalcQi/wWKz+NSDqsNmWoFdD/2LQyRVj2YJzANpBlVN6lIPBAfBYOioNmWtnzD2EptvieA7z0CqhzDmlxYDdKoKps0CuKB+BEATw0sSePEAmAaLPaYX1NTvSAqhrVglhnYrAeiYUuY8PwNnAv4wmF6Glg6zUkKas3CklSKh6NwkhapO/lYsC5mPnwDhGmndBUDLIBlt8uV+DpZ+5QdZURmQOrnDvzv83cr7Zt3+HN4exXP9Hv8d5ls/GguGZ878RHBan3SNKUVMDkI8INHM2CtDpIqNzSkLsDHwD5YdVJwm/NZAfjDRt8PhKADwJJ8Vs2UIl1f9Vh1wR6YPhoIhMv+nfQziZYkAUHjb7PMfyVnJ72uNviwL2fw33oROkGo7wQAQqJ2wlm41siVQpHGj6gY1gKb0bB6yjT+MmUXTmE5eAFRq17jNH0MLZpW/JfxEGxoKZoeuVhDEHBTWqv+0uuAjuMVIoFISRaqURQCZ2SX6MN4nmnFkM9hI+ztLmV5HS8KJ+D+Llv+y3jmRm9EJ7lXGhozYOmkuSzxW41NJ/Bxgd0LhvEfPiRa0g1lkdBWjJV1gvXV2shrjRNQsB1WWBnGsqKOm4A0DNzD4L0R5/nePqBSG/+Mi+yYDBPswSkzAyNKKR4GK3LqXVwRkUqIiqEWzDIDm/HAh0Lizmt0JvDj8+AIF3jB0OKJNBAsyIN/ApukcDoVoTqwHClky3rzf4WRWH36FH6B8COGzUvWe/N5usrWKlwJks51Bb9I5EXJmiA2IJ2Fx5Irlfb8hTl43APpGQg7W7s0IVlAy4U5zO2zsV6CB0yAhS7AAHi0q+4WSh9g0HDgCew5icLtwQRY6AwMBtlEIVDi145tCZlxG3whk+Y4kwbL+0GCFKTQrUM03dYnEl43kaokCzBfAsveWUlUdx28nJtLaZH/O0sJ5tKmussm+RiWjV9ZeedtCP4Q6CEEQDmixZp1A+Y9wD0T0uztabU+C8qVm0zfKgRliTR8RMVQC2xWwcoZMynFiEJM+Z4AYpb6KD6LiABY85jZI5eTN9KS0HGzhCXlMk6vYqjkHTA+w8jiMCaxlUF2UVw2oKVg1VT4cOrris+TF4DEXAYFkYYTSq+04sYSFyIllZMrTvaFsOiRdF5wjW6SxFophneAVZ+Cyaf1Y4O1ANgNK31nMt97HUyr23iDXODgwUE4ko6v5LJCMbQA+FoIVCuS3+/2M4rwdUWKe2A7bjF74XJcSGHGgC/ZchJW1U2cakkHVq0B+zUwOfoip33rqBhegEhJG6KoeybPLGDVF2DyReV9s/rDlhNBpONEIaZNRjH0mAQSHxncTKaT7E/GswsQ6rzPddyoGlQn0mARFcMqsAGmWoGlvKQVxsAAKgVoiAEbIhUxogQLSjCiVJl/T0E+cA9KisnFmnScMJkC0kMQnmQYy6FcIiUZ1OHO4ArvBEMPYOYj1Ncbrgob6DELtVme9gPfhVJtbHZzqWCpXQckrKBy2IMrjAqGIIgjjMmHyymGm2HFcXgUC0EpB4SYnaHyYAiAEjh1XfMMKvnU38J8McBx+LDHF1AH/zRfoF9HwA9GZERAspqKFOaq97wS+dleRtm5b0keZGhX+9YCCDEDG4/K+9ITBLt7xV9U0ccLCry1mKwqzIV6yrrKr1fleVAi+HWXGRSysTP4faA29AX8PBEyYw2H70b7g+QRcJdcWinOFWNKwayagUSAcnqHNzzwbGYwOUTFsAraAJa34SvHcYpt2ZrUtRQR0YI7uBK6agLOq/5gWI+TXG70taFGIJsmgXEguSATFESNacP58944SCov8bo8BotmsVRtxzHhrw/W8w/JTGJlQxgjGUzlx/sgZEskyPzBLTORMcOUSusQWRyBkjGEFoLrizDWEX5Nb0uMvNK5NbmMfuso547T4MgHtnwK9p8W18nu1G8w7Ds2hMGFx0kzf0oMgpJUX7QCbBLhK7dxlfa9f2439n6Vf9FWgE08fOUxjoc41IeYeqHsPuCyKoXAV89yWU3d8IaI3yQI2zKST1lAouRl4CLCgrGPgSVrnLgDFr/DFvsgHtLcYHKIiqEangdGusGvjm2rLV7dnEy8iKcIU37hZdF6KKIF6Xyf+Sa5Dta8QqyQ4kaeyNQH4QW8jDsIhqDaJJWxR3irt1GzLwbVihC+QL/+IFuFilukduRzz9eeVuOyNHDQc4eWQdBa+bHH2VFIy7UYAXQZClFWryGoQBX6lGEMf6M9OwFp8lEYeAQeVmgzCtgK/8uCwRwntPssxa7ubKUE4Xh1A/CEm7grrn9L8qE3TDouT7Oi2cGoN+5RvXXOBuE8sEDwHC3ftpv8Dw+haodV/FOuUvnnKwaIhQE+J7iFOzdppyPpBUoAkqG922+KbXdwEyKcK5SXL/s+XZzhrkeLau/TFckF/N/6jqju0kr7xnTYSZ72oteZEoxIw1nlPtDQMAH8QfVI+8Mt2pF41wuh6KPqWWNMKZ25hgspQri2SLWYAOn2tvyOi0HleM6gszdQCjtb8N1tf04woNp2AzhB71bnGdgjipf5pZ6kE2kaHKS4eRLnTXrzI28otpoAg1bADdnrij+/E+BYy1mGAi1kzVTGuyF7nVuy1xgZrNq23xaQOMp4zkFG7d3E99BakonkaxkERVbf1D0I2TYJMiv5X4qEyAouYl3SQfJARoDkAnARXIOQ7SzXp+zPTIKJRHjyxLQFWa6aNt9IOLBesIL903y2yr5pxqvJAiY7A7LWHD7Tn2t0VsiRhwVhs0dyQ/Y6gTNqeWgMiD/QKRuQtRa+YzkCP4RbstdgOLSSJBL9qnqdPh+ImAZOkstMOF7nat6VuAdE9hHGL/sLOnRAbdvXEM6N7+758y3DtZonBvjeYVDl88NKQphdcKOrS1xf2AN+h1XvTTuDxqit+VyGNbmMXnIUB8kV9jTF6PwmimgxVMMTrDinQT5CUwpJTwMnMwR/MpEmQxFmpOFMvhorsAOZOJBJLs3IwAlTinAmDVOEcNBSjEnjBTJpDvermiELOAIlucSnv0q8kxcEwt9jgNGo5D7r3icWX4orLesVI1gTy+c4dEL1jd7NEw7Si1/wVulrTCn+vhfx2SEona5GcG+SPUyOBk5Xe2yqJwuQKivxVUczIBZSoyAC9Ravnx094cIW5V5X4GOQVrPkHgFE1OAMuLYQ9f54ZpCGM7lYC1aOcqTxAr/Rnt6+5/FZLyxr3ql+mgaDDRBj240bdMDDfjekldtpK3w3CmEPguWuE8L5dRNVH7kY+Z80ERhceR5jSnEhhXbc0roMYDGV4+Cl56Dz8GuQIyiDN+V/Ngjnhrr79PNkC8Ect+VWyArkI088rqU/pjvggPCb67rGrzGlOJOGK3fk5SwbHsYAL6vemzJpTgaOcNME1aNtjAspdOYanEEnCeObMhYI51c34JGaijj1jagY1oETDKCv7Az3sSBeZfFPpLFzi3YcGB4E36rZ+Q3MHbuUPbzDgxYvQgCM2beT9ghLYNnYsXNxCCyHmlO+XOZpy258aT6DL9+eAfOhjcd13uVrjOQ32v1GowiQfU8XilR62hVmY+XxFGk5/SXEHx5ENlNEjV7GSe2SXwlGHJ3Um5cnxbGEpWxbNQ1eBdhQ88HRFXERSDxlkACypRKk++pv6qrYkwxjnS6C1UXVHVaQFW/Ov/k7h0f3p7ssllafZLFqSePP/hj9KYzbfZikZGGZdaoROKQBGXDJS7vo3M5cY/TkoxAOe3QQaBu9BsYdPAwjwE1mzivHCzjwVvV9ZiWHwgBITqp7YvgyWgFB2+FBcDMGBTzWeWWSdtwiaNoBOAQH0mpu31AIvfV38JRAQSqq6nIXfkqxhR4Q3oi+j6EIAHziIcmzdYPIhywqhnUgDWchSXQFSjGmCFOVFDbGlGJBvuJhL9KwKMJMxUc0DWf4Ng9YXbnxt1Kyx9rx4NKL8HAL7H+PFFxwlN8YM3EQomjZQM1qgzxytwB5WhsT7jZbSO4MZUTaL3hXsvhZko+zWRoz/L+kU/klmsGwmSkapU+KwYcYfNi2Zxr8wxCVTy5DWCZ8GwTzgX3yYAKER4yuHurakIj6Mmj2wPSYAqx9cvmN9vxGe+b6b8SE2h01E6jSLpBL7YsUWsj/yihBOMOKEZb1rMlVGHbK2p4DTpcrQ+fwIoQ5jsTJMZ0A22jO5VQtk3Bfy6MUY/KwwJpcivdBqLxPXTkHXE6G6b/Dtwxn6OAj2PC4+k4XYEWS7go92iC4tD4Z9xybmcIi/zXYR9Uu8lzx+1TwI7Qml+KwRpjg+oIECsrfO0yANtDcBraCVFQKq6XsPuBlBac8/fiBXoYWCRAVQ71QhClrTixCxYt+Ecx+azkWomLYIDnE2yQN7aoMWLgPwsKaGr5J4ss7M+ACCOpLBOc9RnK+eW9hvzkwE3CfDm8Dj6VaSFIMM/PY+M3cqpt0BP/t3+FDDK/s+pEbmzoodm20iqMXPzaSF5CFbJO9y/vJ40ltKyiFXrKuvFV6jMzY1ki1imjWL7kAgTDXX1k5Rnam9qr0u4DbCeDFCjseAyNQsQJrwzx/hOI2ZXf2cNgxT4gVDe6RRFeHJE5dF5STecHAbGAGSM9WHus3OtDrXjTTYyC1j/p4pHf5Go/JqeAPoUETuIk7AfeimB4D6X3qntB4ng/CxInw/vjdECcsJTvVcVxN6QYEbgIGwz6zwRRiypWlHkwflwRzQaplssN53sB2uOvdQqiQ1ORYyA7ZWCYkjye5raFlafhMAFqfgQIf4XprKIiKoR4oxQg+Ay5IlRs/k1L4lqlQFUOkwZH0a1c4ugPNvMb+J1cKy4iHm/HlPPZdYVMwszssZ83bi2pREm11hfErcKEvd7a74s5NLnfyg+tSxa7od6T47I6p8QWktPylr9LURAP5dGGLMYGB8H6P3ayQ+wt2A3zTz/G05TrWykIwUagVJkq5DHTHKkZuSdTRcrdbR9jZf0ylZX5rcoWKKTu0H9MEYDQs9lSWh5vacTNO87IEv8Byfpk2AB8KbZeNWwkVFEMjSkjHkRVW83mxdwqTPcNUqliAYC30uJ5K6FYIOQN2Qdlco7Oyj3cYxGn/PVQIhKWec1litprQMRr69unwHGkFXJ7SiUO8rdi2n1Hs7wjLJq7E4oiWLweBsNx7diWLvhElFDeGdzkq3DtUMIG3YYLXXqQJVTQRUaG1J3zVe5xWUfX1gagY6gFTimBHAeyQKjcGFWNGEd25xLDdJ9Eq4Zg/rPf+a6PO09XQef2ls5xfFyzEXWisIFZFFrwNa4YsgrAyJWoJSCXKK+4CcDSM2hVdu8ndN/3Y5tkRrtc+B8S/c2ZS8E972ARQAq2lhKSsrRR0UUYpRvy79O9k/bOVYJW6ry6JtAa0lPLXP9bjzDzmsEx4kQL2YMfTl62AYmav+A8zZS4cIp9lsgRFcNdg2nNVUptv23TwAkbOBhzh6jzBB3ChPxAEdye1UGkbS3eGHT7JoHMQvrr6NDsfGYHDesAYxq0/DB6H2Tl4jMJfVYW1sMR4NRhDyBbADzL0YcdbD0vMVsMRYUlcE66PbsPC7XdhH6w9rnk/TTCmlDmFn2G16SkYw7wtWg5QCovWr6m8PQVOaRmsY0gU9w5jYPk8eBvmvrSUibhy6Rm/PpsComKoB4woZX6rT2Fh5X0+xBD+rnZ50KQe4HAjU1QM9UgAkQTMiOTrGe9yV+JO3RTDR4IV73q5TcESZi9ZLrw0AHsYy22JB7VTDO9ApLROpYxLMaLgH/ZCPecyNsEHktnVpJCGzL1rWLBwMSvdP4F3jKmVYrgOPpTMpEswSI7K4GGZDOko/C8WSVm3CDxlQ5kteU3xaxzSfrYmRxcg+rNu3MKdCbv2cjoB+AwWd59fqW0srxAb+ApvBkbSbfX5au87DiNg7YchjGUPVyVZuAMdZL+pDayTpgEzQToa1u4N4U89Jf+XZgBztOvzP96FYFjmvxLrtrpVDI0oxWrhU6RrQPoxLF06t9p0LRVZFr6SVcMad8CSyr3jHSmzdy9nZc5i9khUq3+KNF5ExVCHZGPH5sypFMfZ4NfnFAF8TyBHeDW2nF39iOZO9SOALkHCP8SqK/pF7z553yAsK5eVyDsNcABoBa0nC2lYomMQkq3Ugf2w5p1FakrxVaAE5RJ3RyktE2/zX3rVqA7fG23PyhOfCK4S2h4zVyktk2+zhT7ceUdQcAS8YP9I2oxUatJ3e3WEaCmgqnp2Asb2B8wg4oiakm31yBigcxCQABvi6i9YpuymXWZpLQZYD8tmrKy6UxycKvexGGCtvM8OYZvsDMyKCoUooW2bCkOYAAudgf7lNnaCWedCedL9OTabTdGbglgVluQzhU3YxxVw1vt1lVQqV9w8mDwjCS5AaIzuU8yU0Z1LDEs4SYEb/MdKvZL8Hl/TMfYuZMC8SUAUrEpqXApiLsAKWDVJiktoCp+FzmE6f2NWXCjs0E2w0bOC4t4xmgbpayoqhjokk+YUd7SBhzuIjgwmwP97Xt2RwIaJykdoMZrfDLoMh9BdE8ikuUZRpiINmIIV8Hb5eNGyM6EvLVNu8yaR7HZ7H+7UUTEsqThPdQhnYtfEC6yUvM5Nqn94GgNLWAoD1yLIr5210CP5Cl9IvBXzBCr2DEKWL2GHfAnKAjgq+5IwNUtSAUD0iW5k0pxhrU4SY8Cox85BsHHXB0ws3E4r86cGiaIG4VdcFQYmNfiylrec5QOrdoPJbuX96NMssAhQnpmvVehvAfA1rPSfqdg2P2EdYV4Q1PEpjokZ9a4Y2vEn9gEFbImCydHn+d43QLHvW4ZzfF0Rf+G/dJJk6U0xHJZxkgNeMNIFXH5PqXQMzCii45K7rP0EZn0Ma7eEMCs5FPu22tWSNjSPgFWbwWQzWLANKdvIR6iGrs1zTUR578jGrkE+20XFsA7cwY3jpYNxMUphE1OxJpcT9weQ9U0w8/0/5u/8G45rb0kYCrziCYyDbJ5vkCdOU8WZNO726A0X/BBMKXd0NHLVipQl+ViSp8XV6A7vBIE38I90IBRaSoVV2H8CdzT0/ZP3WUtP4tBsya0QMyrXmtMMS/JVlc9YaPngNhnpThCiPNImwFI+JmzTH4xlDpN9USb99YezuPAYa5iCSu7DmIQ621u1IwEmFm7Hat/TerWW3AP8zl3G78XLPJK7mNYmdUrFPhXP0AwgIOoKr3hfAV+YZSxsnMImPmc6nz2Zw5ue35PPFdKvQ1DyAbLcBFO1fVoBeXosgZYO9DubwKueCRTHye+xhapt2nGLvpymZXhOtbFc2lCKEQwG6QkUCb5vO7ZkpP998K3G+lMgv75K5G1qUfauGxDoAcUZQjogQ7yIlJ0zulyefyYxFs4DTZ7tPsTQk5+IpwuRBGjlulAH8URqy2n6kGVcRNbAHvRofYXwrfA9rbEG7gbB92gXY1LGKx/DzqVjyMZOrL9cz/TkJ9qdv8UlXiFRMhT43NAiqeE9ZBMlMEPuozfEgkV/LOB9yUrCZX9lpuQlan5sWDD/j4+ZLFnG9amGudFvSIATknYYo5rWpBhIkNznNhLccmB39DDysQSgEFNFkEPoxxMw+1jw2TSilAkL9xLxaT3KHwetzAWl8E79TUsUcMdPUKD1Oe85IDVAUEg6ZcI39sMYN+0w0WMKsJDl8bhZLO/IvmEVndgBuLYFYwoAYYVEn9awiwjpcCygUkWgMt7LOsBFB8Fro6o22lKCEet7/xXr+FyysaMEI/bwDk6R6Srnpj4I9IGjF3rzRumPdDEurouLsUgjYsjus4S/C4FzL/LTqp6U1INOICqGGlKKMbdop5Je4v6xtsAeSHWD54SAEm2CSkC4ufdFSIugwBedF6gX0YxCTLmDK8k5rqCT1EIfgXe5oKE4gPIJYXO5HeNHqY9RNWXkfMG9n1BCDmAqsAPCr8Owt3ZzuMc8puLAFqAHvwEvaSSZOzfZqeW3qR0h4O3EKOaoWKSygIMVWgYglIZSYAu3cFf7Zp1GhaK//jCpnGJ4B0GJspaPa4GgJOhqSdEeQWkqS/CTJR9fEyVblgEBfE+7CsFHluRDchWd5JSVqtM3Fgh+oJ2dIcm+NbdwBy/hO/+KMdCNUh4x1hlS5Uv6WQgxUfq2ZlU8BhYAv8CA3icU2yRnhPuxrpeQH+KgEgiYh4VKuhEzivDmF+zIBoRIZqxgElCWp/6BYzOCbR9zNUc4Z6qz9nZCvqzfB27QATujbAI8L+OYIPQ1lAuDSD2RJZzHgTEwgBOk4EJchYIHukZUDLVg754J8E759ZFo6nqLdgd8LsBZn9cV2042sJxGzxI/8gZXTHpAySUEm0ldsOED2W62Bnyk2PKdzJ9BknkowyauQg977mINVJH74rN+yP6QQKz880bYkyAoPvvs3sXE+90GnMLFhGGys3zb510yjau3v9oDAXvh7GjltRCJs8auFF/1H4er7I7ic+9z57njJygybQqe46GZA5PsHuisukRQb7hwpit5cmtmr5zzFNtpVkJuUxb4Sh7gxAOV7cXUKoWhXvAFvDLhO3t/rtGZQkwJmzIS5ylp5GHB67Jf8SaO7+75K6Ltu5fGMsi4uN5r4+YD4XOg0xzlq/kp9BdwUh0d+I0hA86SdFL4bAywF27IXucMLpRgxNe8S+fsa/RLjiarbfV3mrHjIPrrblzAhVys+YmeZMfb0Z1LjJXk1DmJuEjjYEcUvCZJZFhwIhnbHfU6l6gYasN1qGs5cBsEZbDMytARuOvTQiWaTqT+sSYXJzLkJcMuoV2F2Kpx5Q6Z0XC5VLj5S69HIS+iLCefqj3jvAA/Ws6+TaREfXaaFTkIZrF6ojPXgEVAPJrlyzGmL2dUKmtUvAbKcATwp9bXQjKuJOOq+C3xOI8P4OEBR80CyOZ5guwPKP0V68qL8D1vKtw9TG0LaaXhmkE6la2lDQUbhIhkH2eIsn+Nc/RU7CsrB/g82fyN/5CNHefoiSX5OJGOi1EKxnLTt7t8rDvUj1WrNis2taE5mTiQSWYFy2EZFuSRd075pLAA5lmpntcPceAHeuHiloJFFQvdrRBK8eEDZ+ir8C0rwowMnEjHETeznEq+lSINF8VvWrHikQbckf9JL6B4EdMXz+l1dJFKTDCCwHR4WWbLyzJbZLKWnGSAocV65hnLHib02MuPSf0pn0ilbjxicYvPaL5ChqnsNe09Qy6MRLa3JX+MaMdVHUlUF/KB+V7rkG1vTn9ZDoKNT3s+soVB2cproOyvuawFOx3H1FnODwv/wwSvvbAQnAue49cbbbnRgMpNNXQmGMHIe3D9Xpsql6xmJYUS1P4A08K2YUk+b/I97w/YjbtDKqcRsi8F7QI/mTnTfepReD1jTCkzTn5JUPsDzIj6Ulgm1gMmwOQZwjXy3Qx/lYCDnvzE+yN208UhiYOiUtiomBwk/KZnl77eoOMHRIthFZRiTD4WiguyFGNqqt2ujopF7R28YKdj5VJYIoYhH0sKMeX50myiY8DvLGhWFk5DHkrhH7Bo3nIW0F9ei6wssfU9VONAWyFvAMBInzA29NDM2uKEoKZpli6kFeCEHVH8XkNLG4SbRK5cUmkCMBEWBH/KSYI1mEtJWcF4E28ItZ1Q2UewlphRhGk5s4nVuaesTYBZ5rDZbAopuGBBPo61CgWrhhIhXUpZDkxL8htcheqyY16C5gFGDi9CmPNIfqN91Y3OgTQJpHuhedBD2vMbESeVDhKdgEfjTNjMVOZ7rzNswslaUHbc7IGH5ZQyIwTT/4YkmB4D+Cv7GFOKBXlClgErsJdXMrEAKBFWJcooxZg8LCjFCHuE66zS79MbvuBvlWRzIp2YQ/UcgS+iG/zV/6bqMKNIyFZBhVfwZsocpvpCVAyrIANHtq2fBvvLbYzW3mNlni8qRe2zPM1JR7/+ASKaUYoxGzKnUzzKho1+czHPzqLgO3sgXOdzRXv0Y8zjDAZbHSdR5sN2JrJa8i7KBadO+Mns+YZ3FH1azclihQZjmwCTsqFls1SyxrWCanu585rMhcMMo+VbOdVaIjsBYz8DekDxW9TZN2+hG7AX7ne3JZvn6zaYHEvymX9uHXyh3CY7IXfmHw6zF/8HSmDkyjD5MrjuuBoGIYU7lXfR3xuOf2AZYwCPY0AWRI6vU7EctVw6ApNHhEES6DE7Tb0zFOhyGOgBp8tZTQsx5delbZk++jZXPD1ULHk+xDBwSRRkArtgetl7TwlwBua+u1E5QTCs7j+NGHx4P/02naPg0hhdObCINHbMKGJRzBpYD/jD9HjlvgeezfReBU1UDKsgGzuhFFOJtIoW5axKxlRdBGIcLPauXKpKxHCULwJf/I0NRK6AyGIKllfTqa7clPK4GeyNlvKRXzCrZktZbb4ECsrOo1b8mNwLaVvth7YGRtt+TZZEk8KtDsRkBCDVIKuGE5A0uzXHGcwM3y/huHKfYCXT8vYxGJZ3n63TvJxmFMIakMpr5anYersDA5IAG9JX6j6NyEHg4L4amxkUDw8IGzwSZ9JoP/68zhXDI8ARNXUKG/uDpYsj7AscwlU15QC/YSx4Vu7TjltEfyJYCI03erCfUYD8Ib97DdLdyrbSdDDrX0Qyrix2nE/30ZcYbHuSI/KXL2PFf0SeRUwphI2wYjcs7A2LPetXhxBPPTU8zHDkwOQgKKli/aOvlNmnliuWBvrwCsnlokItkFsKx8PdKS3UDiFiOEox4rP0OTzdaCUv7VaLer91JG8THMnvwyW6A+DIVuij3RitgMnp8HfHTzk8eRyKOsP1gN+0y6ySXWVR5gqKm0cAiVW0LGEDH3Fj0zaeBD9X7RKIGUUsylgD++D2hy3ZzkTFPl9+YuDuKHCGLf5B5GHJjLgv4SSkyhUT6S6YFyRV9OlFT9joAa3lQUA4QDhIz0D6THQezdkNCJwN2MClJQ3T+uMEhIxG9VxbIywL14QxpSzIWS1UWFmjum8Q4LNUPgGAPXxn1JNnkUQgaHISXf1XcjbodX6i5uOQxguYnAbpJfkGI/h1cC3eEkWaBEWYUbwRFvrD3Un1r0OIiqE6Hj6ArdIqd7c49TuvShYrHoWnK+w3AVinvqi9iOEpxYinM63gG6nBZFj9BJCcBYRw3XS0V+tcAckDGThJa9G7bki/AL7YSFH0RiRcoWrFEJLWd2XxjJqvBUvyYCqsOAQLbe9DkHJfr8If2fMu9DUC15I7wlLKCJDKc/6ZAB8FrWKjpFz9jub9GPfgK1zlaaAf4sBiz/k875nNrHOhoGNrXzcg6rPXSMGFoLADHGmAa6uOwKPdJvzLaI5i2zKjlTC55r6mFGEyB6RbK+/zcYHdHw/jGp1Vtls+g4XSbiIcI/et8N7g8/xkr4li6Cw8L7rrXz6Rhk8hpnxiO1+e/LL+ERVDbegrpfWpJKLw4QRCnq9+Q6HScr8Z3O7esv7lE6mWx1izvXAiOadbqvqOqjABrrsJrgGeSdQ1PZHe0TjaoRt8G8hrw6JgpvoWAUDAcCADtpwT8m0HrE5lhs+XFFeVaG09+MvSiDojhb6nUGZkswfpdFovSeIVdlOKsSJIoyoKMYN5sNAWeALLYlcqd+4TgnDiS6HfjmiwhWtqE0GXs/4+TGX3zvfBT8YH7b7gBYQszLoqKTUG6DwOiBequJShb8dwTRgBdBkHDBfcYpxRFpUuMapevmvJEBR+gEqxQYXACXU96oYrEOwLOELkId37QdaGSxkwet9RRrsdFTY0g4MdB/GLBomFW4FQxrEH/GzvKZwPU0FaPvZpPLV2qUjGlSErbuNzDg4cFxJH1QcWwDw3VAJuqiQDwo/XT/ogEd0jKoZaMO3Uanwk8ziK8JAKcYOD4YMqRRiXYkyRWN+4wZGLNTneLeH6WqqsNRDkhmyCBMxB8rYMvq1PCfVJILL7EnZIhLor6gjoDmEHR9KdWLpJ7nIEWDtP2FeV3WfVPgiWDCJyAUiayeBxmWLoyh9L7IiS5DD2MCwOrNlimIcFy31mY+pTyNw1G9nwqnJfWY3WdOCyfIW55ijbnRBsAUzlN1kHhWKoKzoHwcZdHzDpyTZaNau5fX3SZTSEfj2BTJpTiKlWgTeHgO+GVX44lKB9PWZN6Ab8Gt2Wq3gx7uXDRMbpYRItOQJEjVEeAw9g8OMIfrHyrrFvFyApujX7GUURppRgxHK32ZhuV0bOF2FWa8UwBh/iF3ShO7EMahZN/JNaDaM19gAnYLXHtBrbdiGeoQ5RXBbLsjRKRMWwRiyg4zyYBh9jzRfILYUeQDCk41h14XQRg+DOLfpyulIS0EwcOJE4gNQ1s4TAIpXl10mwvDW9Fx4lVQIWRuBXcoropVL5emVdi8dJYR0s8l1guBJW6TXU1jWCXJpxB1cGjrvLK79U3TTpumBLzUc+5nGwz75H1iap0MAVWm7NEeoCVdDg3LjDAE4ofp9cmnGCAWTgRADf04EbYAzTOyrnKU/54SyAeUOBiWCU/iHwr3J73YGxMAmms4HXiOE4g3V3vSbAxMLtmB+iXCISQcElGKQ74FRS3evn1Ip4+EvhLvLMhKosLWIfV50xxh+knpCcAF8j2Fy19bpNT4FxyYd54HYGEI7BSQbwkOY19wX6Rd3mpU63Ka6hHGB98ghBGQqxFVIsXbdqo1E/Y4TvXz5PXSGmKopgVfcodcThzQ/0UtmWJ0+MY6LHJ7grEOyIMleKA9z1aFHt9dOcTAZzHI+kVJJFpRAQ3FzeBdw80cza2gAQFcMaceJIYh+8JWc5L39R6jdUsBSm46jXoukitePdnL1ctROyBKrymGO0x90KOssSuVu+jNzR1sjmSLi0SK6IlMI6SX9e8QZJmEzF3602dJJd5oL5K1ydWa+FSmpFLN1J+dql2ofWhN17sXhXaUHaEAc/GrdWZGGsrrTbUI7wQPJYUUzSh8e8KYvkOIPxm3aZ8C8gcDvsTBzDhH17sRhTtaXKFfAJj+SipB3wnepO47G8XnyWv/EfRr94lNQU6Cs7wyHeruEIaMaGOGhl/lSpHMvJwInQBRNwWpDBiMAIzhkgCmXDdUE2E3ny1XwE37eOatqu9QjBIT6TCSf3Yj2gdlVKdgDubVHM14nHDJUdUQkgqoqLQFaA8DBSXwPEcPgA2dnNOMJQ0nV4rx/7ZC+/NlN3j6pM4LpofprRU2cuEJoy1AiupHsQx8uA4CJR0zHwIQZXu1T25NTwEvoMYQ24nYCd/ccIAXCNAFExVIdZC/CQCv9uDUMSJqq69tvCTdqJlsIGiskjwbdF3U33MkLiWVfuqD6EWsOp66rWnSNAfhzyGka6oRXC22MZuQg+VbV5GOcDQ7ru46intPLOBBAWjbVf/CvElN9xUXw2ppTOXFNNEG0FwQi566IQ5N9bYZwAoC9U0kYsC/OIRzVcJTDhLoWepyFGXjA+UfiNyqb0AQb5ArYVJnGBdw77o2r9dQd8YQi05zfcucm1FGG+kXGp9PU+gy5WlbNQ/d2ygJ45FxUyWpOrMG96ISyZlnEP4bjpKx6+omzV8Sd2QmL0WpTpKiMfVV+3R0BQVA59/U9DDVbAYqoLXTIs+UCLlMe4utwhF2sVK+CLpNCeG4rPHkmp3ERYcg9ISSLTJZJ4vFRyzpX1MT8jKMTFoCiUF4n63yxQx3nZNcXCHFJw0aoYgylFXM1puL+nwXiROhe1cCaNDtwQkqwDYejPh0BUDNXQ2fgavzrLzUn5EF05lZWIiFYkrujGTwX+WFRQ1DpzjbGSx7VKnZIIhDuMQaImkvFUvB/9JR+ji4VMa3IZveQoyZ+U27gAkmTd8Iu6zM2AytYBeyBgL5wd/ToRNdwQEwF7L3AiSWFlDF8NnVZfJALh4TxoHUgSZBBdofM1YHOFjR2D6Jp4AWd+EWomy7kJRL8MTiTqJRH1aaDYDl7kIiAoCGXzjJwtRCyX4R97kXuvNt0H6F0gOgCcSCDM0MLUgRjA4kXoZXueztnXVKpWTI4LI/VlpXIfA4qE8VX2SQgj1UupBE4CnpMJDqojJI9RE/AtIgJASMZOMp3hkbwKowlQIQmAzhAVQzU8eALSk5W3OyFYfHBWTZIsUv+UYkwaL5CPZaV9v7q0ZbLjba5moFAsQLiQ/AEfW1iLK3BB2SkV+nlClwTVsZy6C/tqj1B+jsfwPW+qlG4Dwe9xqG0E1KKqSD6wNAtQc65Kw6OhZT+4L6/7PBCqqghnj7Aky4uq57UxpTiSjgspcEbVy1L6O/yBMzhdVnslmAA4ChaHMsu6Nbk4kYHV709VLGX5VE75dJkKEY1ewMxrVLZLqsEV3uR7mql4/qmfR3FNy3kEiiVubXlE5dyFrgjWTjzgDq7kYk06jrh2T+Y1HoB8PnWWwzLZstDdslwJYJ9cgLvbLYV/9PNk40AmNdZH1IJiKh/rxkg+wj0kMQeCE3Jw91QeN5KFa0Ldb6foE5eDu/ctMnEQrLK3Vfs42sMhemFEKYNtT2p0HzCjCGfScCWZ/ALdfE915BcI/sAZOJGGc7XBMpbk40Q6riQ3qQo4DYrf4X+lSqtyNqCvDIeidqMFIePgwdfNiKKzGHVsYDJxYOf8EHmCalX2ek+A6dB74VF2SoYq3sK9gCMyKb1WLQGJTLXTkFQkUhmVyv9mA0G19Yg3gbcnY/vNfbzNvlMsAdQHScNAtlGiXHr9HaIXqm873Reyos25QAeh4o8cF1J4f95u2AfhFQ5BZBiMjjlKepL6JfssIDUAJnTcC8dhsdt8pj/ZiLkfpMdp5ltVH4QEwYNdzRQpZlqG5bBjvG4UMRsgeCk8+LgZfPGYCZ32wqewfPhsTjKAPrLTjI29T/Sr6pWosvtNi08es3aJ5rWOq+MOkOkBE7z28ihWyGc4KykUAiH5OhVUaZEy0oF0L5jguRdZFHxsX3OUfTqQ/rJ2fTShJz/Re8R5OAc7CmtuX1uOlEKw021e8rlNVPhrnK4mA/8o9uPhl0peXKMriy2iBlEx1AZ/2MBHhpZCBHkOsDDUlyyMFf7O3pTSuju4xwqbfYBhx5bAP9T0YauOc0RbAPYwCv5m9p8ac/hV7GlRzf4SalYS/gdQQ1YJxTz+8B8+rGQRsCYXdlTIvyYnEoisxjRQDGwFTK7DwjNgPSkX83OwKk6Qv/x3LEuDos7yYoOQlFn4j4bH0ByakauoTGRBHjbysSrNI7+mjSnFgjz+PnRjjZ7DZbKXpdCpCmOAPrCdYOaykQ3XYfpxcBj+kD+xYz+j6Nv9DE4VFpQVx6a/INuyMStxXKK8WWvy+6vDRi7T/0rBJg6CY4ux9smFkyC9XosBnyHyESrlWCTAvCiwHp5LTS5eKn0uAIMBY8FC/0i+v6RUuM6MKKW4htO77Bxtx02iD+nfInsH4doPOAIe3CSG18jHUm0QjGtOKmHnam9tb6rYIA/qNnxqU60QFUNt0PzZLtIQ2JGKJEFGi5eENbLMdAeol7zj9vDOdJgKr/lHaaUUmiBPv/JJNY2S4NKYupdcmzcYWAHXvdvotH5xeYqBR9NgbtRGZMeFS2gS4HQCubIH/A7XhqlfJJ61CdpNSWD8+peoOs65Av+AZTNXQqb8sxNwBmY9Fiyp6lKWB7OdNpMfQHTNkbHz/IF1wBpYFVa1cpgLMAbm9t4IfjD9FyABQibuVN5LUlDxwbMA5gUBs+Fnb6Eg73cd/QlKjIKyZcM4ODVRO+9RH2DQFpSVNUqAszB340Yyd1fdT0SVfKB4Isw9uJG8Q9oHD0UNfo2Q+IuwFTash/AcGDlA8JE9UIOiOZQjdJuWCDFqvUf0RiIQ8GoWc302cqVcDWiR6nEFglcAI+CoR28DS6MdomKoDeLRamRsBU/knlz1iT0sl7GoXRVrtxUwrvg2OQkWe1e97PSydxzD7SM4Uoc8YSYAwdXPoyvWFqKi/Th1hy39gxSRz529rzHO5TCkVO778xRPbkt+Qpv6dR4+V9jSQ7lcHQJc/cyPdJwIcjugiJI1KdenTcwD1m7V0BI3Tjhuy6atxKIaxbAYkKYBYSD1k/cpWcna8VXPYwEwQ/V3OUdPznVUllXr632GThMvaqUYugMXJnXlGIMBwUo194uNSBtzZIiBWJEDtY2oOU0fTnv2YdmClVisFyK542vS8krAiFK6pSWy44v6TwOTDkhjoVUsTJ6XxH6XGruIILyP3ltgzyamGFoUrRFVnRqwAOb5AuPh3hT7mpqLPNO4w8Ag6AuvtzurUY80nJEcB2kUJM3TKLRC6HMCpGcheZ5qUMhCWzBZCpyBDUeUjsquQHAwgsVIftUnjdZhHp46kIEThIP0DKTOEZagpbtgcdB8Xjv8KbBWp/NZILf6jatlgfpVsKxkpZCEexNwBkL3CQ/QSvP4CvMALPtiJezWX4oadQwCfD4GnMHjiyv04Irw+xdA5q56FKSR4w6MzYZVtrNZNGcN0jXVtw2aBHiUu6YXwrKUlWRNMeff/F2ruWVbYdGLa+B47dJaiYhoi6gY1oAFwMb6sayINHZcaRNxnXf5WuMe6Tiy2Gc+Tj4ZTDuxDTTQJ9NxZHH3+Th1z2DamW0q60omk2D5jNnMC16DvZ2qYpi0vTX/ZbwW36d+eIgDi73n87x3NrPOhWJyCP4WtIZQST46dvwEyl3Tnv/P3rnH9XT/D/x5VklR+hZl0WTKZG5zy9RWcy+3uY9lsmXYDMNPM8PHMOOLYQzTJl9919znMndWWyFLi0wsI8RXqFVSUjm/P86nT7dP9ak+tzjPx6PZ533e531en/M5531e5/V+Xap2TyuuAZNAEQBLN04iYHwQ9sIjtYphwdyxYO1iFBVXEtM67q4QMn8IjtzmZeFUldIiyUgl8WpFi9BjHe6iJywvmTepEDfg3EZXTtKViQc2kxsOilikesm3H2E6v3JBaPNTqdBfWEZGm8iKoUyNxJJs+BJYr4CIBNR7jukbM0zIr5RPYQFZWMBsmP0CpA6orfk+gaCwg2uhSsvhXvjsreXwY/EIU2O60ZOjYdyRkEIfQzvY7DSc2zjCdMnqGc5Wdouh3Bn3IgRVLVF3AfFAz5AIsIaEa0r3vlWw4MPFnG5XuLxaaQ7DzKg1lbLkDEaqY0w8rL6gOwuQ6jiu4Be5Z2ni+gABAABJREFUExKkgCGZ6pJB35SfSRBdSm1pcuIee7tLS71D1ibQ1i2BjNMlOu2Cef2XQjkuCMZKNkjW8gmLiWjVnsP05g3C6HbhFATLEe265mrHhkwOuKPyNd6uw4pKxvS8kJHRGBvSmP72Qh68bcW3g6bAT4aWqHo8wIqF3aZTq1uO2tyM5e1j2S2LaU7rYCksSgCrThVHzBqSIMCid+Hk4wG8Jv7KJsay0GM6lh5ZTFu7jn9PaoaD6EmvoHeoToKbMCBGaSgtiEpeEgQWQTB5yzl+9quaYrjoJlh1qVyUcJuRsO6HMbyTs4VGtZ/oTDFsMwzWbRvDCLZyUXjEmUrIKFMe2eTWD8ZZnXuDwg/RXkBxF65Pkq7vksrSogvGf3+WRSqwZC1Yr4WJe2I4PKA33cJPsdFb2lbTvk9NYwvvYLExS/X5/ss/aFCJvGrIimEZWANjTMCuNaS208yCI6M/TMjDosAyZ/Cr2Bnwh47goMlacBnkUKvS0cE51JJy8Ckv0VzUW6FSAc8DSUzw3cAxepRbnqk+KfhyANdrSVzTQTmuXOWfB9BzLuALo1jE4fzevGHyC25c5PqHDfCrdw9fPkbzDOP9wbQDb7CqlM22pFKkejAfhsl+X8Peyvv+lTzXDsAEWxAKKqDVKTJ3eIGiBTAMUqhPlrmlqq4wSMvOAcr5JuOVomExZaPa5wU4eq1ElLKp9OLwGHMe8EhWCotggZSu1MFVSrkUpsE+qcD07gtZ/qUCPhGB+UW2BoCiMd3m7SdJIbWUdb7Luj+1jcIeqSLmXlixu3ovBdbAhDpg6ahsMAFl+WTE1jCuFSRfkHIGyMqh7sjDpFgZ3ic8p7NjGfyRaqw0AexuwGbH4SSr1rxkZNQxGFfxHB05i6M2ivDqgDgguy+4kMqotG18Xq9s/7oORONsk8TOdN3mJevZH4TbInRJQjpSEjsv+THrpbk4//cujE6G0efR+FE6tQPDv9rMhptTNQ5XWRcCjUIytWLx6AFcS2nIb7yuaiuYO1a0mohdfAoPsFKr/LsAdtekJXVN5xtn5T67nHwYPOAgkTpcWnqacAAc4iG0xUBGjt5DmAYRxjHAMGEOi+vNwVWM57pQZOP+xoifCJxXGIdDC8CfyS/SSoijoXiH/wjNqlUYszXwXDJsrjNc1ZairP/8b9tJOMTdZcyFbTi01n/EtIxukBVDNdgAQ5zgkmOTahe+lnmacQY8oJ01LblIM0Omd20FY4BLFK88YAt4g+o906EOPKin3gJenxRaE4fn7RjC0iVlUhsEAI3VrdauBV4AVLVpHCDNXfrfPIAsKpU8tCE0428wkaz98fkQTvmWwGRKRxMXxQLp/Nkindeiv7ALUn5A53pg1gF4Ba6TjyO3iaO1VAJNyT/Y8A82OHKbNwijwbVMBthDo7uSjGbAPae65c43/yKN1sTRmvPYtoMRdyHBqTGXeQm6H2RMUcWwg1y2s1xuQ9MWiRqXosxFKnMXmQ6TWc30Vt+otvXru529/UqUcDQQEwEHXwjgY2A9d1ZNo+dM6LkX1l0q/1ovizyg9m1wcr3JRVoWe3GR0shbkeskKxNPE7qzRdZgcltacPSGJweq6pQu82xQ258Xxcf0+mMPLvxtMDHyMGHzsOHcEDvjs6x4fr7+QGOxNjfEztwQO3M681V+4G214wxlB2/YneJsI+2VtTIDzog+CDfE0n/NRWCj2v2Gj9lMZ/EGfOZD+XVgSrPOcQwX8jrjGSZZ/quDC+D+OzwQ3fDzKL7Nrxukia2YmPY1grWI8JpIk6n36PlCBL4cUDvehNTNtDU9BVMgIbkxbdKk+t2a4MsBer4QgW3rR2REm3H0lif76E8WFoROGaj6jW+InQmdPlAKTpIpxS0gojs4COfYWkkrawYwxnQd4guC6m+v3fAStWsMgwWwV/RDuCHynTASyICpRxG2iQiHHhNQr6IR1HMeiGoOXeqeYpTR2ERldIms5Kshkzr8ymuGFkPGaLEFnMETenAM+yq9h2uXKzTjCs3wan0GUwqtZJbATZz4i+Yk41CuD6Pdw1T+m1q95WMLpCVVh4LPJjCEyXBBofEYJuTRnMs05zJnOnohqZcaLPTegb9pRgp23OQFXvK6jDvpmCF9p6KWQ2ekX/EWkhXFFmikPErR728G8II0bvvu8QQUXZMbDMfowe78QfDTNchrCvXh2k2ohfoitkI6xOWDdw78xmsk1rtJT8cIbG9ToSJXixyu3YSm+RBt0rHYHHWRllykpeqzFQ9oSiIN76brNW9iTSCX6pWT+zofytD7DYIZ0stFG3PwKHWvRUJiJAQoMPOD4Wul714ZP8dsJGtpzEOYGPUIF/fSL8FmGdAGyR+xYJ9EZJ/DmoqsGMrIVBaXydSOTuWleqexIc3Q0pTLXmCcQwJtPRII39WZY3TX6fEGA9PEbexfO0xqyAMEgJJ5O3TAyrNsWz8G1sD09xayj/70Eg8zIvIeYZ6FQQbWSKWqUj+tje3gRyh2w+SO8DDiOepsf0Lw6EJfqStAxgswrON+ZkQsYLn9Z6rD1fZLZTJf42tygMNib5yI4DRteX7TbY7QQ62IoU0H8oYYRgyOJONAGjY43bqJBVkcoXe5X+84PeglHuYSlsTSrty+YwmmQadMMuLk+rVPOy2A4+JMXlu1RHmv/Vy607EwhFYiZvczeDy8HooqxMilAkldYEwLNWn4u0PzTHi+Tl0AGiRkcq158eT7MjUHWTGUkakQBygSDcZbMLveFwA6qzGsLW4BirvgvRtcucJJuvKYWuQVqepuSj61eExtNbVarSmcJPIoTPdSEjOktISurWD/xGFSfkm9cwweRcKhyeS/Z8INnAgigN4eh3EjhvPKXrYAAyCIAGZ2WQO7gXaw2nwy4/3WYzX6ker7WAB7c8A1EtamfwCTCr/Xox0KUn6xw4Z/GMGPAPyXUartBee1qPWwpGUvC4ti+5RHwfcpST6mPFZGp5soj9ngQiaro+VKGZXFjELHhZoSyW0HKM4ugamKcnqFwcowclcqYA24qFEMUyn/eslF6Q18qfQ2hR1sqjNGykUKtHGNY5j9ftBBVgMZ3SMrhjIy5eKGp2jL97yranGNHA1jgdGwtNukYikEjJV4wLtLKrO6rOTcSld2MFS1bTwbaDguHSKKz+MugN8SoGj993HKKg4lmO0EATe+5v2/PwQXAy2tOwfCemjcO4FaPFY1x9Eaz+QYJt9QNiiXAmcuWUNyGRGpn9rC5JQl/MQgAB7kWPGoYYmSmGEX+e61SapUQaWoDY33JeDPpmp9rYp4TC2WH/9MSvgelMusJgt0erynmY/rgOVeIBpCAp9Ga+tehMYijcWEUlsSHjZnVV15+VdGVgxlZCqgEb9deA1F69JbFDfAslt2jVAMkwFFFDSKgnHTE9jhVLit4Yl0lgSVfiA0BhJmFpbRMyWfecOWQqyaA/jCd/+aBGmKastaEE1b6QoyE+Cz3p+War6NI3PsZ6kqrVjxgJmr1qAILXsowQvWuM6EK4pyDrgNyq6MBtiSdHwyOl69l/JYfgkcWwRBs0HWC6uMpRes6vY+vt0O0Dgw6SlUDGPgzRi1mUH7ivsYSH9ZMZSRFUMZGWPlLbbyctBV6A2LnaZWK8rUGfD3A7pDuFPnYtv+7PYigeuvws+wel/llh8VHeH730fSjsmw4XzFO5RLBvjBYv/PaTj7KmMJrsS+ZjQJvMSCoMU8GglL6swstlxelMeYw0pQFIkyzvWTLG9ncGfID+HgCN96jeZnfNkjjEQXNZu1hQXZzDo6l3xMGM/zvBh0p0aWXDMGrh2AKcu/hUtUK/dfWcyzBWEuhU/eaAgONo78fyfG9sNdnIN5icCpdsQywO4IX6XCtG7AABA/l2o4z6wDlosAU5i4oYhH4W2IkJeRayyyYigjY6S8fOAqS8ZBoBdYhT2otmKYsKXQ+leUHxkB42HuW4uxtamkX9oyeE/4DFDjkF5psiUL3Wdm3Kk9G6ZXbu8PWMuicTA7Gmqtf0xeGecrh1qSBfHD0tsi6UrkyK705QA9hBBGmIdQb+FI+Kx0X2PBigfMGruSRcHwH0MLU8PZDDBDd+MLE2DhlOkq3+S3+QGX4OtGoRgSrGBxsDlgXmLDYcS5AlafA8Ew32km89KXwjywVH6fwPTlbLV5Gpfen01kxVCmRpKJFf/Jf4fUY410VCfZHXb40HbIaRini/Er5p5vXQL9M2FYxalMKqLgRjfnMaP5D00u3CO8VfEo5XxlJzdgRDegCxyqKMG7KVQqCbVG5EIQLO74OSxTftaAnxjESb81MEG5vFoB+Ziyj/5cCO9EE69LjGArl2nOnnMj+brFZLaLw/iTWuBa1e+RDV/CQtMvaOt1Gl8OVH55vAjxtGTnOT+wyWVMkyCcuFlsu5yWxniZXQ/MfIEA6dp8hVgGJxyEA7DV0MIVQ91VlMKt+baMS07lT6cX9S5RTcMF8PMC3OEELxlanCohK4YyNZJ/sCG1VSO4tJrSpeq1gQ9iokCIIJUcNQTf8AEWm7LIx1RryYqteECT4fdYtx0m7jnDsQGlHeB6mED48c5E0ZlsLLVy3EpzaQl4W1CkqnEF5HJqVTeWbpnEY8w1jha/ML8TKFZzfehkHm+vxfGHPaBdGOnE04vxyl5VvQKy4dgSOGbNuWUT8Z1eveR3v+S/Ae0iADfixZalFEMZ48QCMNsESwdJ12YeJgxKPcje5sp0SIYWsELi6clR/NdvMtx8UIPwAH4Pa8UveNfY8yUrhjI1l0zQfkIOb5jgzXOKhzBC/dKIN+DdFBgu+aXpipJF00tiSj7dOVa86sqR8u13OdSCXjAxDnhFamvJRV7nN2pvl1SwW/ngdekMji1uc5jeamv3zq4HZktghcdEqlZoqyI0VQjNgFFg2hQy4Yuc2bQ2j+M1flNZ5+7iwDF68JhadOdYcYXqEUAqhMH69PE8CrZF8viqqFheJb/Hfvhm0geqVifzm/TmMBZkaTySg0kyqS6e0Bijz58pU0geQDi8M2gLsbQjkq4IedLVZfxKoURB6TuQ5h0V0VJWA7NY8OsIWfEQ9PDZTpNkRvHzVRORFUMZmaL080YUBRIawuoyuniPh9D1A0mhfrF6uPrGhjQ8x8WwN6iwLZnylxQfYMWagPewCnhACnYAjIzdw9FX4BekvIcHgQQ38DZJ4o28XyQfxBLcTmuAs5AME85QvToS1cUKfmzKkBEh7JzlR3rtM0QEDMB9YxQWSsUwlnZcFV4Gkjku9lCfPub+ah7ZOCM9qhO1L2bYOtJrN1J9TG81gNZxcZWqr92bw7RLiMWEfByMoNqOjGbkAhtXgcOqdAasCSfqQ3dDi6Q1VoeDs5DJAF849LsXnYnCXXjEQUMLJlMtZMVQpkaQhg1xtCFbuaR6n/pwR5tH8IDGPWH9IzKaobYiaHugNYAX/MVLZUa96gorHtCGOADOo8yfcwNiNNj3AeCZkEQP1+OqNucCBei4NEaBfS4biAMs88En4apqHxPyQJn+LJGmwHp0Yy2sDGbQGJrzl1QCgtbQsHiPWjyG+sB9B5L+dOD4yz1oyUXsi2VtrCi9b3UpYYG80J9f8CYZe9oQR12lO0Q+pvxFc25SmE/oeW7TknhyMOcmTjymFn/RnFo8pjVxWMpLykaBLdJqAkhVdh4gLSs2Qrq/YoABkdD9w2MQrblnrhvS3HMLKVK64MXPQnk89xagNv+M1nhAUpQnYe5v8BKXi1ncC+6aAelwDWcsyMar1RksLkjn4Fm2HNZkZMVQpkYQxhtcsOgEjwpmwGxgo/YOsL4n4lUBesA6NWVuzYABSyBiZnsiaap3pRDAnTN4vXIG8sAmLo0oNLc8nAfsm0MzzpTadhD1i7Yl98kFdlZFcD0xfMxmroxphhOniyW4bscfmNzL5zLNudP6RU5d6MKppK7MavSFAaVdzx2hB3ec+8E16MpJALKxYOcsP/iyyJP+Ey+aLl7MYXorLZ8F2xqTKDrzAd/oXXqZ0rxtAk/y6mKen0N/01yOAd4/w2nftowYfA7FbtgaCp1DYyqlNI0YBqe3tcV77zniBxa+XrQH3P+CUNeB8IYuvlEB56GLPRF4E53WgU/qle1zG0VnHsfVoh2xvG2aKdWVlqlxyIqhgcnHlLvYk4UldtyXfYfKIA0beBRGYcVbLdMFjk4oO3eZKUArOFxBPVtdYsM/nI2VlLj6BdeJo2TFvEX5D5psYF8lj1eVfQyFCXk05zLNuVxqmyXZOHGTB9TlzoUXgSCImMzfI5rBff3LKpEM/BcSh3ORljjyPxxIll44okFZfEzikIIri124evllJNU8TrmhPbVohgtXIF3f8suUxKI2/IkzJib5tG8aT/trgBtcwYUuducAqQJRfGUHdpXmnS5dzhULQTMDMl40k6z3NqDZTFAVCmaCOPLzBtOMv8s8xAOs+JXXSMOGYXZySbyaiqwYGpi72PPdx5MgBMwuZRBo96WhRZKpIaRhw+lNbekZdBHrXrko1NQ/lZF8DI/0HKh0hQwBHsBbSWwLGAOZZw0sXTh3hImEtHoRt7gYuqvz14w9yn6LYfAoA7heZIMzv/I6jdxSOaqmfq2Mftn1EPxeuCCt/e6Fl5sCs8Hv8E4idPD7nAc87HKZ5b4Sy8NZ/F/Kv8ntYl1BtZ7qYMteuwH0cQsnSr7enmpkxdDAZGEpPavuB5Mb66/z8lkyJbEGbKH+ozJ7WCh7lVkTV0/kY4o1kqUgHxPyMOFnfDls0pt5nktBi4qhtfLfGhE1+UjKa1kSE/KpxWPuYwfHlBY61TcKUka1G5pkQAEXWnM5uQ9dHU4qI6WLEgmPStqyrQFnGm1PRSE/pIuhvKPJQL8+blcAxU3wuQm2rRpzkq6Mid5W/d8nR/Iv5mHxwLJUYFE6NDoCU659S1pTGxQ9lugwy7QZXfNPEnxJzXnNkyzz5jzWOFWUjPEiK4YGxo77mF3KIDfWH8/uRw0tzrPH+mnEjm9O2+CxrFOz2RaYPAXwg/COndX00B+xtOPdG9JC1GY66uw4PQDPLYA5nB8Ou3R2JG2QAT1gZY9ZpTf5wftjVtGSeGIueELENJhwEe1UadE2t3jSog7ftZsEERcr6OsOCh/qzrgHE/QiXI1i2s/Q3DeWHxnJeSFe71VFzgPjPJNwddxGhBbq6l1bDtNS1kGkekU3FaA3zOu1lEULZ5O7vvrHVE8i9ZY9xlU8x19726EYWLglIgrGDN8GveD7gJG6EkBGT8iKoYGxIU1aPpYthQZhyPgQjgsJ7C5juzUgzoW5tmoUDz1zDWfmOOlejjbmsN+vG9lYMsx+P7uM2k8oG1Coz5gTreDBGCucSWTWy3P56+Xm7Jzgp2f5NCUV0hQautC2oPO8cCnoJFanQtVINvr6kSAcosOVPznAc3pXDG8BCi0WWt4MlFc2PBtQJIB1AvRec5j92jt0CZLhEwUJn1jwvTgSCFVtOQYc2w4zD4B9QHKNTewsIyErhjIyanAB/PwBLzhh+6qBpSmfPEzImGuGwrbIQtMRWH3gWUgXYQGNA8EP+BJAAXwEU+2gLoQuerew6x2AKAPIqG2aEsLruC5N4vwFQ8tiHFgAgYdhca+pvL/hK2ARvCVwRPyCGSwjQUjVVdjaM0ge7333A1+IDszau5IlA6E/0HI+4AX/w5EczGEvKI7DtdlK5fYZIQYYEHiKbh6n2DXAhz9oZ2iRKo2sGMrIqMEV+HPTi2qTOxsj/zaZAVMKP8/1X4ytzbOgGFrDjzDTYz5L8+ZJtZX72DH1q8WsTfmQ3PpHKYzifUpwAdcBSShqSsi4HrAG3HuFcUaIQHo5AKIVrBTMWDk1hSe2AmFP/82gJ3IhQMGnAfU5Ju5jIP1p6QHr5o7hNo6qXnPcZ1HfPYUpkd9C9apB1ihigJilUg5LdzFKVgxlZGoaO//rxypxCo1WpbJuquHTNWvCv0gjID8I6xu57Gqq/TfS8znQb/sJycfQqJeRAbLhS1g6Yx78qGw6BCuPz1J+1oc2MA0uWFPX+R4AmYkNoFUKUgLw2dAFOJ0Mar1YS2IBAYHUXXlP1ZI5owGsXwGMgQt2vPfyGkQ77X+Lmkw2sIeBuGYmqNoyFQ1g2WrIA+EpftJZAIFOQHeY99Ab+FNPR87lxNp+fC824DSOpFBfT8etGWiawNwYeU4bg5w9e5Yvv/ySwYMH07hxYwRBQBCEMvsrFApVH3V/n3zySZn7RkZG4uvri62tLXXr1qVz58785z//0cbXkHkW8VtNY+Ebavml42JoWTTEiZtYu+ay90UYlKr94lPHgNXDYfXAmpDHMAP2rwDv1ZBUkHh3EfRYDUErkDy+dMwya8ReAkF17Qmqa4/YX4CFdoAV/AQTT62AqQ4aDubAqY3tVGMF1bXn7LqWgD0stEPsL+AtfMQXsvWrGBnAbiG92Hn7379tAGfDCqYHbAHCYfGmqWR+0kC/B5+0Gmfha159NZbEZ+BcPyto5T1qwYIF7Nmzp9L7eXh44OJS+nHcoUMHtf137tzJiBEjePLkCa+//jr169fn+PHjjBkzhvPnz7Ns2bJKyyBj3PzFS/zCG9zb/AJSvJ+2mQwLYbZdYM1IzYKUhkVMl1QeIRQ+/LB05Quz7eqrmWhKRXqHV/QZWB8lOcWfXq3BHrqk5C/XGeiJZP8NpnpnojzcAR/qTbrD+RmFiYvPXoPhszezrfZkcIYfckZBXcBUAXkJSFHRZVW0NsWOFA4VaRmxNx6C/Rg+ZjNnP9NhNpIaTomig4wISocdA+g2ZD/X1hhKKt1hC/ibg3U7uNq0oVQEwBtYr4C88+gnn4CyKF4SBqkGpY7+QAdXuJhg2PwDGUCj3akEDAriN17nMs0NKE3l0Ipi+Oqrr9KmTRs6depEp06dcHZ2JidHTV2xEgQEBODv76/RMVJTU3n33XfJz89n586dDB48GIDk5GQ8PT1Zvnw5/fr1w9vbuxrfRMbY2HZ9FDifB06hi0diW/E0v9u8Ssxn6gNbjZlkIGQS2E0qXfYiBd3aynZ2gjsIPCfWxV44hlRYz0jo2BOf33dxMGowdGmEzlSpjj74/L6LxXxSLPL1GDBT8Gerkz92U5NINT0PCh+G5Iaw8zs/CLCgbMWwNFsHSuc6yb/mXaOGJGScdN6SMc4ERdWlDWCS/hybzYdyG0dMyOf9IatIybVj5yI/+GwflbnOnhY6LIOQ6UPwC92JxSjdvRZWxBVg62Bw5h5+t3Yyx9HwmS00RSuKYWBgoDaGKZegoCAyMjIYOHCgSikEcHBwYOnSpQwePJjly5fLiuFTQD6m3MSJv2kGh8yAM+jK+8+FK3ydXkMSOavhCoaxIMUp/xSRmVCsUJcRkEkRJ/gRoFLbspGKHmrpWkqTjpNCfcwo9G3LUx4pKxVeM/mVPS4jsf3sFh/wDbffc+TUmmmoKl8mAXkbgQfANPAE14TRxQ5TpTJqMga7N7SNC5JtOhFpJixQ9SyARHNnrtAMkMpC2pOMPcnQ2BCSlk97pKIw8UgBGjojAxy5bfDIO1OgEeBiArl1DCtLZdGKj6E++PnnnwEYOnRoqW19+/aldu3aHDt2jEePyq5gIVNzCDk+jlPCyzAhDIPf4TI1i0tbOSc0hqnQWEykvZhMezGZeo/sgTHaO86VEM4Jjel++SRNijS7AJ6n4c/MVvwUOgqxtUBKq8Y0F05x8oXuiE4C4ivKvzgB6o4DenBWbIn4L4GzNWfFSUYP+A2DNLEVPXcp/QlrIGbAgLmQLLZnwBLdvkoe/ByaC6c4Oslw1kJQzgO/w4W8zgTV0+K8owcMGqt14sQJYmNjefToEY0bN8bHx6dM/8Jz56Qi5O3bty+1rVatWrRq1Yro6Gj++usv2rRpo1O5ZXRDPqakYSP5yoQBBKHvpRALJHd1N3O4bKRJWvMxQXgB3FKl5WJtWTsbIaVYeIB0+jWaVG8D9dvA/ezK7KVjlDa2Swq8CcOR2yRjj6l5Pmfw0sL4DoA9YAdkq8IPrQEvoIMTnHB/lR0MpVPkdBRFs6ffVP4pUdwFAoD9bWi/Nl5OQWMgbJGu/1T0Eq6kEQVXGe5wAF9a97pAeyCB4hWz8zElBTseFC0LeUefkpbGlHzsSMGJm/BQ2dgKDtMbz446tRcShXFkK7UEbnW05VgNrF5hUMVwy5YtxT7PmTOHIUOGEBwcTN26dVXtGRkZpKdLflSNG6u3kTdu3Jjo6GiuX78uK4Y1lHxMWLd1mvSgzLyIIfxjBgOucXC9VQOicNf78TXhGs78+ceLDE+9itAaFLe1M+64mSCMEvFse5Sfa/diRcVuwlwbDuImgaP+nvQSDgNLtSOMFomlHUd8BiJFdGyt/oBdJmK2P4NAuy9ZcGIxrIONwDQnaHnjLPGr2kMn4BF8s3c6rC17qIORIPoKEAgXx1VfNJmqMbkXZBwww3plLqtnGH6NwgyYOB5S19fmBK+Qhwlb6wynt3gY9wPp7O1b2DcNG75dNEWZ4F1JZgKG9C904ibvzguFbXBQruVd4zCIYuji4sKyZcvw8fGhSZMm/PPPP/z666/MnDmTnTt3kp+fz+7dha/ZmZmF1e4tLdVbcerUkRbxHzx4oJEML7/8str2v//+G6tmVmq36YN8TMnHhMfUwoR8avEYkxqdEali8jHlMbXIwlLKPZep0MNRrQFb6iJdL2ZI1kJXJ9jVyriz1T/Aih8ZQX3bFKa0+lay2mmDwUC7s0T06Ym1K6BBVY3NAGNBERkBNpaFvnMGRflr1oZsLLiGMxzSYo3kHvCh3VoWJCxmZ/ciSkRviG/aHhIVygYXrjdtANxTOwworRuztSOWTDXwgK9MPmbe8KVYzDCsKBZIsxOD4Ss+VrVfoRlX+IC3fLfiwlUAHmIprbAEoad5s2IsycaeZMQ1MF95c5gV7WCi/H4Yx/qCLrAArDCeSO3KYhDF0M+veL3SOnXqMGrUKN544w1at27NTz/9xOnTp+nSpYshxDM4y5Jn8CSgDkyF6d0XYvGUK4Zp2EiWwiDg2DU9HNECEj8itsnLtA1MYBHwkTlY74Vcd7iJkx5kkNEds2EHcAd2DvJTKrjB2ht+YQYro2ex8s1ZvCj+qXpxe/9sWwgyhkUsmZqKLTD5Q8AfIjqWdpsCiKYjY65e5V7Turx8OA4WAonGcd29QiyDlx+EcNhbhtk13KszE38/AyGwblXNKCpQGTyAnuuBbhDC64YWp0oYVT74559/nrFjx7Js2TIOHTqkUgyLLitnZWVhbW1dat+HDyVHBisrzax9f/6pPjv8yy+/zF0MW+7hSVAd2K+ANAU53WthQZZB5dEV+crLLwsLmArcUejpyBYcbNKT3UICBXZpay9Y1et97iOXlKjx9IGpQ5Ql8SYdRPsxvSukZelDcHVC0fbdZfSXkdEMa0D8HObalp3a5DIv8WnTOZylA/TJBRbpTb6KaMYVzs4oPzH+MbpzrGN3ZrstxuopVAzdgBPjX+UXvA0tSpUxKsUQwNXVFYD//e9/qjZra2vq1atHeno6SUlJtGzZstR+SUlJADRp0qTUtpqG7Se3SM1UgB+Y89jQ4uiM2zzP5sMTpeRsdxIq7C+jYwJhiRiMOx9wvuzCRcbPoSxWzp+lTPpXXW8xB+g4USprtyYJyawt89SxAeY5LoXdoJkzknbwAHpOB55XNtSDcNvO5e5zETf2bB2pDNAL06V4mtMPgqM/gOCqe/E2AsYNA1rBtXlKNxUZFX05QJfQc9ARVrhO1OmxjE4x/Oeff4BCn8EC2rZty6+//kpMTEwpxTA3N5cLFy5Qu3Ztmjev2bkeTMhjvMkGWGxoSXRPIk2hTwawwtCiyACKcDAT1hBBTU+LuxQU2hrLmXoRdxhl/gPrYqdBhLbGlTEmFLcBAwT/9LCFPct6EY36bBzqiKMNvBWFUSWVfxPOdqpeCU1n4Pq2BvzEIKZEf1sT6nHqlS6x51g9Cia3Aru4FJ0ey6gUQ1EUVUEnJdPS9O3bl19//ZUdO3aU8lHcv38/jx49ol+/ftSuXVtv8uqKpzXY5AzuHDk7EApSTV4A40gsIFNAzVYIq4GNAi48gpDa8EkwhUmxk0n/pCHr+shKoYxuyC8jQGEQP9H+UjwxLdzYzZv6FUpTGit4LvohPzr0L1b9pyS5AFtgQesiFo/Q4tbZZKDnqntM6f4tdASFKVzbLVsOC7jergGT/e6BL8VTE+kAvSuG9+7dY9u2bbzzzjvF/AEzMzOZMWMGUVFRNGzYsFh1E5DK5y1atIg9e/awa9cu1fa7d+8yc+ZMAKZPn66/LyJTaY78ORA67qR4pjBDJ4aQkYGG/1zlJ6EZ7r+DwJ8UKoaJsHIFrDRFv4uMMs8ypuTT/vN4Vs+DyfPj2Te3v1FGuLa/GcFy4TUSqDj/45J9YFHECphH8RysV4AVU6EJMCQeVs19nynzvoXPtSx0DSWYsVhsySIfU8kvX4doRTH8+eefWbBggerz48eSX1zRqOI5c+bQt29fHj58yKRJk/jkk0/o1KkTzz//PPfu3SMmJoaUlBRsbGzYsWNHqbQ0tra2fP/99wwfPpyhQ4fi7e2NnZ0dx44dIy0tjWnTpsnl8LSEFQ/ozWHqI5mr8zDhJF25SGnfzrLIx5STdCUuv3VhYwhI04fxKIPegHdTYHDZb+7GShaWsAkpKfJcZbJkmSK4IZXEy0KyO5iC9zjwBPYDsSCZAY9xZ+eLuO+CjR39KH191tSCiTULC+BtoHHTwraz157uFcXEVBh87SAtm17kML2LB795wuSm0r8Af+PCL3hzZ+uLwF5DiFsKKzI5j2YzejYVp6fJQKlgHoYRLbbCH9UUUI+4ASPsAV84g43Wx8/DROeWwgK0ohjeu3ePqKjSS4JF2+7dk3J52dnZERgYyOnTp/nrr784efIkJiYmNG3aFH9/fz7++GMaNWqk9jhDhgzh119/ZeHChZw+fZrHjx/TsmVLJk2axJgxNavkjDHTkou0dUtQJSa1AkbG7WFOK80Vw8fUIvzjPrCyqB/MLxiTUgjg/SGErhlIGjb8o4ObWZfcxAlhsQhrcjkldgLhnKFFMi5MR9A5N5zLOS+RXrsz4ID4vQBdICG5Mf/HUvaMHQnBx2DoVgTuIz2WjMh36xmiEdA4HkJaDFG1+S3fyT4D5xXUJdsAtxfBp951uqadZC/9AUkJWNPtPWyuppGGjZTgOnkETxpeRwrveBqqQKsnFQiZCnZT08tdnjY2RjSF8Kud+ZtmRWq110y0ohj6+/vj7++vUV8rKyu+/PLLijuWgYeHBwcPyhO3NnHgLi9xWfXZPT+KhEuF3n8WgGc4vN7qN27iJCUMVpKGDRdpyWPMATAhn5ZcxJIsSALj8iG0AKZBKzM6E8hpADv4i5eMcpmmJCXPdQp2yvR8K1jLh2zxeJ+kSDluVkUeJONA+h07pCJi1nAEVt+FyaFJfDjyG/Z4j1Sew0bQ0A7u2CKFM1cn9a41MA26QJNLo6v9NZ52LJAs9+3rwfUWDbhMkQBCT8mKeAXjmkm0hQWSQmxmDznUKrYtGXuSsecmTvyNC08O1QEiMY6ifWOgcVN8+UgnHvFXqIGqbw44kEwaNiTjYGhpqsVzhhZAxvCMzdmEt00EbQTpL8k0t5jNJBs4OgnaCBG8eyC02L7H6cEJi35ECG2IENoQLvRhB0P1Kr/mtGGnOBDRVeCO8Kji7kbGGdw50aDwXMcL9pAZDGQTIoxAyBfZJ46hdJbPZ5WNXBfMwTkB6YEqkQqEjYL2phH0G7NdajztiThE4DexI1ISkerQh7NiS8TnBc66VXOoZwAPwP0GnEzrzE8MKrbte/eRpIht8flBSv78tDECcM0z48Rfr3KSrmr7bI6aSITQHvwjwMA5diUs6CdGI74qMKnuGtnRQsnG22AuXGdg7yO05KKhxakWRhWVLGMY6lx7wrr08hONRir/FBcAX8jEivvUJ/5WS3h0kML3eRfuRfmR6O4M93UseKWxYvCFgyhqSB7iNGxI41+qzxcftoT7kk9caVbAaVjG/3HGZDPJ+VJrNpJ9ocB3JxvpQdwIiKN46udGgDulJ4U8pF/XGOwUleMWkm+hNeABraxRus0SBkTmQ28Os59A2rtHkOEFnnNjoNp+PHa0D4mvMdeZobEGfndqxTG6l9p2DWeu4UyX7udoj2RFusXTEz1vbwu7TXqUX4LzAsB6DP+tzYDOgBsfMxzFdgOLY2QUzDYBRyQ//ZqMrBjKVIn/5L9DqksjSMyluHpxC7pksLOuH2TK+T2qw5rrH0MXs8L0PmkAoWXvAFwVXqZ+kAjKrE1mfTKItPNgwIULJLSGGOCi+D69dm5AbC+geLFw33EzQXhHVAZlFMEFxNMCiqla+FKGwHQasbnNaRucwPmxhc25wKRO3zHp8HdsZjj1toowHmCdgQSVKYsQ+yH0Fg/juT2TncOllxoZfePC++JFNhzoBc3hV0OLI6MzZMVQpnKYQDaWpEY0gsR1lLYzZgMrIFOfQlmjmZWnUaGSVQVMyadWkUo0+ZiU8guqLvmYko8Jj6kFh8zgzhIq5++mgIDCT7lMY5q4goBWQYxpsY3cS/DWuQ0wdAlrxPdoxHeFnQOA5uoS57YnVaxNo6mPSK2kNEZBR2jrmYAisvQmRTTQG4aJ0fDmTiSbVGW/oRnSQmfBdOpQretMpjR/04wgAnhn2H+wNrIANl1QbB4wirS2tkBrNtx8C0VfQ8vy9JGPKY+ppVFmDJMSzyFdICuGMpXi1nRblg/7DH4C40jjYQGJH3GmifqC80WxZza8WGE3tZiSz7ybS4uXJR0NSz0maTWFQD4mLP1zHnyClFKl2mrYUSJeGUJEx56Mi9iInd19yeOdPD4aHUQrcbyq5/vfdUIZiVGCROyWZ9NWPE3s7ldRDFbTpYbz8t6rEDFEWrEL2UilFs5bzGZL/FBVAJcz08i10YWUzy5vspu2MxLgtLEkatEtxecBEcMuI/fHT4xhPt2lnCwyWucibuyZM7L0ao06hsL7Y1bpVB5ZMZSpFHvpDzsqa8XSJRYcb+LFz8IFnR7FhHxYA4oNhW2KBLA8nq0VxTC/6K24DNivqPaYEnEQGwexkBsEd4puClFwIaRow89ljJEKMxScm2HBRtEPZULKmkVFM90B+GL9x8xrMZ/cEFsqpRhOBQ9hp1yhoRpUZClpey2BdcvL94N+6tDqPFAdOrDl844o5hlajqeXmzjBwgTgvxV3PqYgbYyNTuWRFcNnBCseMPPmGoiA30e2UuXLqiwT124mTlzOusOB0EfdUnINIwjmNV2KOAC+tJ2KM9cYeWIP3C7RL49SxrRrJ2DS2u/AC9a0eo9k7KssRjYWrLw8S7LEBlfQ2WDk8f7mLawULZmy91uWDCx8PcgKhS2ZQ9nAeCKEHsB8QwpanNMp9Be30UMZtGPFA94dEIpiHyhWwqop79OVEZxa1U1pCa9k5Ocn8G9xOR+yFkG4yjYti/+04g14Twc8IAQXA0sjIyNTgKwYPiP8izQYDKujYfILF9jrUTXFUDEJGk2aToo4GztCqOmKoeI2MBYUvmD5cxavEEtUd81SHG8GmATzbMEx5Xa1FMMHWMGbwCVFlcfQPbngv4ip/i+wVTzOaLqrFMOlD8FM2Mlv9jsRpoqw0pByluRr9gtm7OcF5efW9Bf3YSZkMmPKApYLZsApquxOn6ZgnWDGuo5/I3YT4ISWxH7K8XaE7cv6cZ7WFXeWkZHRG7Ji+JTyFy+x7fIYGrx0g0g8cA1PIjlaaeFZDwvsihQzX1O5heFcwPbzRzQRX+b62iEwaSvFI5P1QSP4bBy2ilt0C53Cr8AYoOkgyr6qH0LYASlVSUlyI2FK1LcQLdUVqAwxqTB470EGeR5kk+3IYgnANcWCLMmfaI0CojVcUjAIkq/TqeXd2C7a0mhDKhsnFKYQEY3CUV4dRX20kunGCU6I3bA//hmgqOKYg6FdG+gCfJLLe03WkFW32oI+O5hQYWL5HhzHK+EMrNWt84pq7oiCJbcN5yiTjSX/4R3uhb8AOwwkhIrhENaSXl57oJP2R/cAevoCd2FjdE1Mh/X0IiuGTym/8Aa0OMu9Vh1w7ZLE6iB4gPR4XBECFkXcxLKpfBjJinmwZJ4bI3aBwEP0rxi6IX4ksNMUVitbmn4Kqxa9X6a/kj138euykzA1JRSWpoOVsrR3ZWMeDwGRA8EH6CBGV0kxtCKTqWMWkzXGkm9HToEfKz2EfpmxmsYzvoXoIUQj1LBJ/RYXBLAnmGqlpvFsw5jf1vEJSzARrhMFfKUlCWUkvHafYeNgae7SZahbwdwx5dK32LoZTklJw4Z7r7wAsesweHBfn5aISwW2esMSHQzfsyOE/jyQjpylvZBUw+aQpxtZMXzK+IuX+JXXuPfdC8ApuNCBhLjGTHZK4vw82IU03VR3ylGNEQpEW8IyBfxYNNF1ZbCFdpOhXzldIoCwYFBVzzSD2yXymZmjqitaJiOl5eOjN4vWwpAU5qomwSjY9wrgE56ApdcWfuO1YgpiHK05WaSiRn3u051j2EjJCTEhj7o8kNIQvAn8qADOI/1ixkiq9Jc0BLMirYmp4PXVIcJRwMokjLdA3y2q/fj3hP9jGS22XyeEGljCy0C0BwY4AiMlC1kB5jzGm19w4mZh58O6VdIGA22cAFsYyg44btiwulo8hj5A7ETgKMVnKX0xHCa1pNXXv5NRW/uv/B5ATyegA/TNP4D1jVzwgvZxsDmVGlUfuSgugJ890AvOYFPFUayRikA6IMXfx2hHuEoil8R7yth2eQx3hH8goKDQ+mqaC78ibBdps1H7x9u4He50FBBbC9DOp4qjtCfpDzsefiWU+Sd+JQDDqyXrP9iwbsoYdt3woad/tYZSSwyw0xtyhSSG5hdfB9rz80juCVe5J1zmnnCZ+AbtSaRpqTFMyOe9EWsYKIbCwjZQTO0yfrYB3wg+iGEChDU2tDg6pZ7iDrWEq2wdLlViltGMAV5w6JYXG5f4SdGYSuy4j+fwGP4S7qn+Nm4oZ6BqYgG02QShNwaCIyQIqYRMqvoLojawIY0xi9fRT9wOfXoaRojglohxAruEzgTlaH/4nn6w64YPzIYk01zoDX+GvcgfKW68XU/7x9MXfk0hIrk9328ZyUVaVnGUJnDBgW7ifmgxQKvyVQbZYvi0cR+kt8yC6S0V2AwXhqPyvdcit5AW4xTrgS3AW4rKD+IJjYJSUTwsu4tiLfCZJQQpx++CslRUEa7Ba/zGbRy5THO149zGkRTqM9hOk/CSymEFDHEE3GGXSQ/CeKNwYxhIv4vS1+1+G37LeY3H5rVozuVilsPnuc3z3GaP/yAImg2JWcDXgAOY+kN9NQe/cxbYp/XvVCGx0GY6tAmFdbelUKRtgFssDPQKZU9DBdwxZstnRVgDH0N9Ae6HIf2Qw6FhS0abLyUM2TdKU9xACjPxgvO0LpXmyZR8uKZnG1k61CdFdVx9ZQssKD8pdKFYknxzcujNYax4wP4uwyQ/Fb3hA/Xd6TwmnKP+Ovwd7OAiLfG1PUgMYJEguflkYUF2DUwM74xkBcdLWhm6jWP1BrwPKdQ3aJJ8WTGU0QrBN0EMFKBHFXZOh7Bx5XfZGwRiryLjp0PY6OJ9dgaDZ/Apui2CFZ9O5J8qm/OrRkAdsPrrLpk9GoAAqsK8gLQsVPSxs4v02j04YjOQ+/9E4MuBUuPdbdSABt6ZbN/Uj+HCB9DKB3GNUHp1tjZYrbxLpiECHxRhCO1EOPMIsb0FCmWml0TgpxdGQZ9RPL/pb+4IBpBNK/QhVnyJtoEJCK+L0C+M9mIqZ0cL4FA837lM+Yzwh983tWIXTsWWkA1FNnB0KrSZGlHq7tQ141wh4a/GHKIZfxdJ1WNDGiPn7SF3FbimnSNBoT+ZnrvTivx5AryoG5/CstgH+AiZmJJptCF35eHfDc4dd2U/TtzFoZqjXQHvs5yjKYbMFysrhjJaIRFQRFE1F0MNiAFijpTfJ075p4hUJqQuD3vJgpGK9hLuWNaBzJAGcPosksTl2ZKSgf9CWg/S+JfaHg0OZLIkGAJH7wfTfVLJutGguFm8nwUwfuMGlld5qf0KVfdlCYPYMBiqgGHgs1a6BFKR5DQLhg83fcMc3q3mcXSNM9J7fzJwhkI1wYG2wQmELIVXl5zgFG/zIfNQ1MAc3wbHDbX5U03Jx44UybdQr6U0JauYIbz4cIID+HIfO6DEOTgAX6dDbw6TwHAkLz/dV4f2dviF1Rv0sJSeDk7cpLYyV2wqxpuDQSNehAP0JUsqKVUpsrHkPnZKK2Mm0utKyZUfWyiqcDbW4PlWTWTFUOaZI4dahM/sTL8p0dSZ8IRFwdqxFmy9C2KyALdAWCDCeoUWRoXk7iDuEiAett4svT0bWNZ9DsuOz6nS+B26/UaMYE21QpJOhyH0Ean36A5pg59HoTSA5gIKz+V8dnw5Xbsd55Rgi2G9uMogyB+xg8DCdtOZI/SjZFKjW8DJ4d3hOPBK1RPcyJSmOZcZOWMP/Aw7LxlaGsPgTCJjZm+DvbD3gnRPf909kK+PB9K8WywJQlVqeBsnEcEwJnYbWQmyG8ZhenPhlU7KUnhlZEjoOJnn9hf6WTk7/ImDjvMHy4rh04YpSH5RRSeRmjuhmFF4kWr8LfLAkizMsSrmvwNS5CPAb7zGSfOuzOq1UmuVRuKB1fPAZx5wGlhvIQlTgdqZhQXZWFKLx5hQOhHgOpDCJ8tBcYIqJ1ZeJU7hNT6lsOJHVWK0w0ARRrpiNmwEhwOSmpmNZMGlO6wRJ9GBL5X9jUs5bPLeJQ4K8FnEcuYwHunKswXsIEf5PbYD2w0qZo3EDGV5bvPS28x5jCP/I3l5+YmDis4DBdTcWa040jm4TdYqKVF8AQX39JfiLIbQg5r2jQvsZyVnwGPAsVi9i6N1VNekmuu6Ih5jTj4mXExuCbE7Kdci3AcmO6xWPh/y1T4jtI2sGD5leLkfIny/f6Hjaiyw8KjhBKomH5mD9S4gGkLmaZYS5OwRGDc2BHxh3bAxKmdgKx4wM3KNlGJHiRiqPd+iwUCU6MdAPoZzwI+B4AfkKcrZK547TT1Z7v0ZrTb9zpvs1pI0muPZN4az4hweK5XoTYzlW+FtqrbAcxChqUgvcQ+HJ70pBQ0pad87nrPiJ0xiDaeEf9DH8pimXHdtwRQxFt+dbZF8ez5mlvglk7Eh18bAwtVgzIDZg4Ap8KfXi8W2eXCSPkvDIaLipPIf1wHLbUAdZcMlCJugPll9TaIjZxm4/AhEwt5ygu9qGi6A33ygI2QMhhU6iG42NLM9gEVw3auBau7UlB8YRdJIV0lLrshuujCLlRdmwQyY7rEQC1kxlKksr/Err/UtLO0VNuQNIha2oXggRM3Bujus8n0fX98DNJ6XpJFiuA/YFwyKA+Aw7G4xxZDZoAjXjaxtmkLb0VsgJBgutWf6iIUsP/RZBRbJW5CogGBnLnziz5sv6V8xVBwAhMJsZRsCpvJt3SlV9PeKgR4xHKE9jzKBIoqh4oh0nJPHuyNwDmNSDLmiIEEAChTzjpZ84b1AZ9fKs4IFwHSY4zGr1DY3LnI0UDMfP8tusMK3MKDMw+sknT4MJ0y3rlY65yUuEzFDqR88RTQGEuY25gC+TOn+LWpi62o+ATDHq/R1rQlJh13hxxVo5r6zVKrhnqkg52gtqUqWjpEVQ5kqMQZoOpfCN/irsHeD9kILZtcDs5nASMjCkjhaM3hLEt5Kh2XS4fwX5SdBibgLg784yOAXDqr2uabFB73CA7ZH9CNZ6Rg8GndlNHIG+MPyN9UphcPBvyWqgOlE4KejGJO3TVYofJc5ipN0BeA+duxxHQlXFJUYJRmL+4/5RhzHxNmbUXxRZNNcUIj/LZbDDqTk5Dvd/DSsF+3Oc3deZ5DDbna29oMLlZFNRl9kA8yGBQGLS2+MgF8q2H+eLQjTgZGQgzltiGPYif0QDkcrqRT2B+qLDdiHlB/OkizeHReKwlhzsOsFM1g4m/dmryEoqr9eo5FlAHzAzx3uAMe2AqnQbiJ4q+k6odAVStfIiqFMlWg6CFbNf18VVfc6v+ERFEGMlt7gzabBwk+nq3wE/6Adf/i1U21/gZuMCw9hVznmhmPAsdnakUctm2C48BmF7/t3UYUlnFZIfoYlcW7JmE3rcOR/AJylA0cEX4wpLm/pQzATQmmqXHP3A/ZceYsiWTU04BY4L+UD2oMIfLFZtUURCWbC0lLpvdsDu+8M4klDTcb3IP+nuhycAHvvDyBXXW5HGYOTi9JCX8UXMmF68XmgA9GEda/aEnKHdiAMugs/FSQZsqeZ+DcEnamacE8FFgTPHkGSsI1F6DdljwxQ253hWzZzhWbECO2BK9Q7fYcPzL8xqFiyYihTZYrWJC6rPnGVMS1/zHLL3ukAM2D2eHi4qrBYUG/zXUgmv8pNp6bkcxMnQq77wyUzGApk+uP60rli/VJ9axM47BGchiU39et6XvQbJQJHmr1Or6Sj0KO2hha9glGyyVczzag7Y8nACYdudLtTcRSNo8NtDuHFS+Mvk/uRtdToqeC5HYWOWk/W1wFFMBoV2bJRQGwuz9WW3sjHOqwhyxB5IWWKU8Y84AH0PAwPvTQv3hVq3l9p0S+4+vK0P29pSFYUTIn+Fs7Czgr6Dj5wkLqZm8lUNIBl69Begi0JE/J1phBmYQlTQGECCfuk19/hQMv+lNY+UmFnuFE5mJTCDJhtD3hA7iAtDPgoiW07x0jnoh9Q25WXzMMxJ4cRbKVFQumaSndc67GJsVo4eNnIiqGMjAZYAaPWf0eoULRm0z9UtbLnWTqAcxKQTUOxNoP4SfKBLMI3fIjltiym3VyHwwuGqyGaCCBEcAQLVovb2K+jZNXScc6wjYo1siEtQJgkwqSdwArAjFm/zaWLsED1kBsSD4LiHJqcuYb/XGW/0EzVMw/4qtLfQEZf9GwFwm4RelekVhUlD/2mbi6brx6CbSfN4v9X94Vg7Onz6DnqLjuEthVDXZKFBYt7TcWyVxZTAr+FpdByPKxZ/16pgI2WXGSIQzhxd8sYzAiwAvgZVnScKCm91WYzDLUF3qaVeBlvfsGSbCzIosWE66xTUxJyons6DqfldDUyBsICqZx3YyegO9CucNv1KQ1Yz3hVcub/4Ugfh3C4XXocXfAYcxgEimtw9LZ+ktQmYw9Ea2Ws5lwmfv1IqAuLGEV35XJ0PiZE4c5FWpJDLXKohVingsH0QCKSF+RsFrH/k9jCDfuBC6sp+/GWxzd8wMWV30EwLIot376aqKE8bpeg24f7OZE0RGowhY+xKhrrwpBNwP42ENGmwvG+ZARnqEmP3GeE0+DPJo7Qm0XM5iZOBP/8AQ+7PydFOBi1falshgOu84GC98ybcHS5+nksVfk35PYTtF87PZev+YiolTshCBZdqN5yciPg7Tpg6QER2AOScpiFBfiCIhTwhRTsSq36PMCqlEaicAU+LNJwBFYfMFyyKzOAulSqqpYp+XTlJM25rGq729uBbxdOKwzw84b5zKOD8vliSTZElTEfpcsJrmUMSCOgcTx832Ik7/33B/ArMmVMTUZKHiO93n3XYxJBHh/pLc/bfezYON0Pu+kpDB59kMgaVoniY1byU+goMk5DvB/8pWy3AEae3sMc96oWYdcducAj4RyP6xWaDO+m2dJYOACUVXs6l3ghA4HHvCduoIPwkVaUr33AeqE/zsoHa24eRC4s3id4KdxfLmCtwZJwzJdlfwMZw7FxNzgL93hT/In3hWVspj2bSUdyrCgv86Fx43ochDEiJCnnVH8zRD/BAPNYNmcEEYHHzBS/wEFQVEsxHADcymxMFO6lgsvWeL2H3Y37pFBfI1cgC2DFXxOZLqxStdnm3eWAaeMada9akEXPwAiOLi1s+5CpfFVnKmZKDSzj3xCfX/gcAM1Ss+kKWTF8yrEkCxo6QJ5DYf7iypAu1e+UAinKqQx7rCf8AYo42HtJfXSyB9ISELWVDSkQfK0MK9E16MpJknHgMs3VHvIGTiTjwGA77U8TtsBke+AFZYM1zM3pSLUthg2l7+V19wxh4aWd6M0ATyM2W4UBYemFnxUbUmGoO+xwR3pQqxPeHuqbYafFlEnZKMN10svukwh8nV9+Hxnjpj3QoSNsxxvp6oun+iq8BfARuFjSMX8Kv1bYX3v4AO7t4Gg3T0jai2qmDJ4HV0ERK1U+0W/hyDAgjA05E0jrpiAjEtblVM2n2cIcfqe52jk7GXvlqot60rCBD0FRkLHLHJoznqLPndSFCtyngPt2WHfbOC38lmTzEpelZy9QlwcQpcYabMR5KzX33JWpkbTkIq/+7wRD7oUUS+ysCdeBs11gcKOD1Ft2p4LewQj9RYShIgOWqe/R82cQPEUEG+XfOhF/L/V99wZBe9MI/JbuLOV7pw8C6oDV1buFsj4RSa+thfCPqfBul1AuOhhv1eDKEDYBxHyBzEcmwEQ1PczwEm8g9hNY4qAwsnonMsbOv8SGCPVFhgv70J6XrTs/iYMQuwgkm+o3DtctzwzBWaSX2W9ISm4BQQhdRYQ+IgM26VUkFem1sxGeiLzz6Acqdr7QPpF0RTAv8nwwE0kQ7Ip3UoQhRIoIZ7KZ6GgAITXgFf5gcPeDdDINp5NpOK5CDFtrWD5U2WL4lFOXB3TnGC9ws9L+f7lIS3ZnboOzeSLnyu2dCEkKWOhDbhr0nyF5/yQiZTlpA5zzdYW+Rcr/RCukiFw1N00MEJMvJV9uOjOR2ziSho3OopEbIVknCjx4LIdB5tAGcEyh3QM1hoioChLa3pXS8RQgGLEzdhgQthsUo5/Am8BPJWv3WfAxk1AES4Uam1B4jrOR/BblFBnPNhaAO5KVviQbmACHtJVIRXmk2t4MPPAGCh0v25ohzSmNirStNxkPP6lLbJwKd8JgmTdE6FaustkMYbAnXMEMRlVrJFPysSFNZTUDyS/vgRS+oZYU6sMMKL8SeRhEh4G/AhzRm087SL+jM0gTmRrMeYwd92nOZc6fKD/HrrEjK4YyWiaGWgEihEmWJEV38LsBwnkReoIUQao5R8Nh2Cv7YRB8P3ck16RbU+uMWwTCQLHQseMSEBylk2OVRy5wbRyMCyp8amVdMM4lk6JEbAdxo6Cc2IuQB7SGP4Bp7UA8DjnK2qK1w+FoX/0EDskYLx/VAd/Mg4Tv6VN6Y1MoX1GoDBP5SRzGwN1vkNxXS0OWQ2sgTpyE756vCxvdQL1Ljj8/iOMZufcNUspYRalJOHGTdz8PLV7xZC/Msa9apRBD4wL4bYGMkWaEmviq7ePLAdoPjodo2Khf8bSOrBjWQPIxJV9ZTtuEfGpRfiFKcx5jQTbVKbEovfk5IL3plrekmgw7FLDDgUOiFw6Es9RpErywpPR+eUA9adRU1NsEIoHIWFDcBru5KdzGkRxqFTkHpmCLsvaIRDaaFRoqxmjghaMYg5qyGUD/Omm1OAYcG1dBJw9YZFuYrHiA7z5cuFDuknoeskXxacOM4tZBSw8If7WPlBRel0dysWbg2CNSaksdY4ukGA48/DW8qSinpxlgBfUdGDl1D4pV5XTVF48k65gtVYv+tSRb8ideCwrlaocZMPsImPuVrtyRjwlZWFa63rA+sQOu+zUgiIAy+zhzjZ27dRcnb4ZSYautg7zBJZAVwxpICnZ8u3UK7IfGWxLwp2ynFBf+ZkzwNjgOEReqdrwM4OSq7oSLnfE+HgU9NFnaycBnVhidxXDOjPVC7Vt/ZgTCWJHhyzazdbB/odOxGg7ehYGjjjDQ4wi7PvThF7xZs2cm/AiLZ3xO57mF69GbGcNp4brB8v7JaEYcrXn3rwsE3iyn00pYtE9WDp8mZk8B35U7SVFWTZqU3BEaXtT+gfrNZtu+/tgro+5eyZ9Cgh6eeG8DYaIfbzC74uwyprP5IvdjxmNBko7yg1aafvCGGM9sFvG2EFKpmkxHc2DI4FNQW5qzC8gFxCnwWfTy0jt9CEKMCGtAzg1QNp/agrAFHnmhqjimK2TFsAbyACsIADJXkPTWNChnWcSR2ySPrV5ih2xAMRWYeoavxQA+KlXMrIy9vlRw5ksouyLqMWh1jG30Z+tpoBzFMAqICoX+oeD8YaJ0DiYh+TX+CEWLWrldSuQIgnEqhvIdp+IazsxxnQWuZfdZYL4YC1kxfKp4uOQ5DgoihfNCRRWTq8hKkbrCfl0fpRSuLaD5oC3wk6Lizv4w64WVKMp7OdI3eQquC/D+0C2ILUIktxoNiQPiypjH56cCaiyiiofADiBNUWlRnyWEAbDUd1K5fpraQn5MGTG9OYzn7pjCsHZX+N59pOSk+xNwaBqufcsPCakZXMGm3f/4t/h/jLsdAkWdwvfCksjCRegrwIgZ8QT7f8DmfhNhvZrh/OBXcRYf8xXnhUfl1lVVTIeNy/wwSV6PTpMwvqnAb/dGVmFRzO1GRuZpxhqYtgfWDHhP1Vb3742ov3GrgwWsD+S98WtULWsePscWLR+lPGbXg5NpnRnFeBBE9Z2GKvDbvhFzpfuPPx2IqsBSqPgQNq7xo1bKWvQS0lBfgc+9XcygK+cracV0B3zGA7Xh6CpjcMypHq2BIQGAB+zhFYPIoHBESvIdoCzsoAdkxdCI8bwUw7rBhX4eo4Dm4mWu4MKs7nPJ726i8wzo+iGe9NpXeJ9OvL9jC4qZgaot84YtxfZFKXpV6gmK5dB/OXAI9c+XaAULhXosnJSNaC8QVk5Ub+iygbwvdAVWoku7VK/de+gqvM86nR5FRsa4sALaDTjFOaFo6oEv0P5dYM3x8V35XTilalmug6OUh9kU8BaikIJL5qvt47N9F12F91U+0OFULOOeNb2Uc9TXGvTWAj/CAmEIh6pwNA9zOLTeiywsGRx6kEgjzqigCZ7AiY2v8gvehhNiLswfP1NnGTnUISuGRoIp+QxlBy9fu1rYuEaylBXcnFeAnqExeHaPIcR+SJmJn2smuaAMkCl6A1xq2oRxftchGtZdKozOTQS29B7K6CvboYsA9xUlxlMG21RwhedjSvGzrBtMyNfDUZ4dbIHJrkBTiDoieyYZM5KjvBZygBbDA4J7Qo9HANSum0W37R/oNVl1AQplpcw5TrPg84sU3uUOMGMiTH2k6hvCv9hI6bPRHhiwCx71Kj1+g4chwPfobfYwrfyM6AH07Aa4QZ+ocEiHizVcKSygokAPd6Lod/MEbNFeqT4zlD6FXsAg9KoUgqwYGg21eMzLU6+yrogPRsno2kggfpQ0ifQWDz9liqF6tjICqy0PGM0WXIRMlWIYB7gIOznNc4wVzxJvLI7bMnrBFciIN2OHyVDeHRDKwX2GlkhGr9TtiXhdYG/jwqbVhpIlHIQX7iO9nhR1sGvN488EDtoUtuxEvYo8wEkZgDF4r5qtP5Wxl/HQsyOEHh9IR85iKiRxCMPVM9Y3/WJPsPUVyWihre9sBQh7YYXHRLKw1NKomiMrhnrGgbu8wS9YFEn8Ccqi2acrzleXimQ59NydyTuDthCFu84VRDNgdivAH1ozHjii5SNYIJWVbwrtim/Jw4R/sOEyzenZLQaPKPjvQ2lp+QrS+fDlAPEokEJUitiOTgMR0tLzwbX6zABjDS7ToF9hy2S8K0gQLqMJDsDb5mDdBX43eUkqo1W7or1k9I0tMNkXGATvH+4E/Kylkb3hLW9Y9gjeNEz1oP5AB0egA+AJC1tMR0r1XpAE1QW8/cAfzILKl9ED6DkF+FT5oYbVQ3IHfOyBDtCD4zSIyuQo5T/HppmD9VxU2selmU0gqAavpeRIz6NKp0grhzyA0/Cmx25ieYU/Sj4YdYysGOqZ3hzG1jSJuBKugbmUG5RbjFvAzsHgTBJ+fyVJkZ06xBYYH7eSb4XJMEMTr5jK4gDHmjKweyiO/E9tj994ncTjTXEnigFCkirKOhtYljCHy+JL7P+/YbDsWKF8sRsRXrwPE+wQRwpEVbIkYNVpTWxCc9rYJahaIlca+zt/zaAP8M+jBuzldW7ipHLilzEuPACrbXfJrGsDqLOCVZG3vBEdBJIbVy/TQlWxADpshO0B/Xgr+UeeNKwDgeeRakQV4IeoEMjqCyEV1MPtGQBCiggOKRjmG1UPHz/Ys6UXA68dIU3I5BQV5/F78MiWekIKoAzQCbyF5D8pU0AGEDIDGs+4w+A9B/ljQDu9Hl9WDHWMI7dpWiRxiuulJHbmVy8JZi7S/teBDjq011sAE83B2gOEW+Mpy6G6+phCi0e0LuesZGHBZZpjSRaDvZIYHF4oI/nQmjj2Ow8rsZdywglWwHjdSF4cW+Aj6CHQdncCimdlLUVTbkBXTnIbR/6mWbl+My9wEyduQnzx15A8wIZs6nOf+tyXCtTrsSyWTPk4ABPtgZGQubAB2qtaoqQhiP/RnwpVslyfBZAx1oy1fMiTL+sgBZoUXKG2Uu8eQDAsLUcpbA8MaIE0pTbKoqYpRm7KP15UFj+4Ibk6JSq32wIT64GZmsxmn/Ih0sJ/VSZIB6A9dEFKcaMjlEfBwR1VQn59YAZ0pnjBBkOsiMiKoY6ZGLWZjCIljs7nFC44GDsewKBH+zjRsx80Tqiwvz64zEucCEvDhjQA0jDhe1obVigV/iSJ9Wk0KpWokiWDZdi5D7xNT9FtOqxZ8h7J2JfZd9yJEDJ8ISKnuKX1INBfyKSrufRmkJsHW5+GwPynhImOIJzJhqG14XSYocWpNu6AdzzEtHADIBkLmh8/Cz0ygKMUf20ZwXN36vKBw1J4ofxxB2wC4U9ROkANK6BmBoyYCTFL3GB7PB51Izj7sDBzBMAI4MW0v0jyUZOkVAD1ZQE1YSK2ebcINPmIpIVVHEKTo9jDneR6nKAlcbTR3YFK4AL0jIAYDzdVWwgt9Xb8AmTFUEf8izSseADhsEIHq12NUL5V1NH+2AVYAyfC+8GxEMA4QsyysCg7dYAzSB5AiUi+OtZAZynnQLo+pLOmUWAqCr0tWdcs4oC4fFDsBecl1zApo0ajKflwXP19k4qyZKC8gmycOAF+tbVQ3s4ByQXfDoq+QHSB7CrqUWbKkSyQlJiiLxzWxY+ior05/N6iFXvpD0A2lhAE6mu+OzDWYQ3vsIWUiqzYXsBY4yjBWYgz0Jra7VIrrp76IkTRmfZ58Xz9sPBcWqO0tPWHpNGucEihdREDTIIYwVbd1o93hH305wZOZXax4oH0jE/R3mGtgTse9djNm9obtArIiqEOMOcx046sg7lwUQcRD86A/3p46P8cu8x7a/8ASm4B33qN5v0r/4GOglFnpjchj1N929Hl93OM7vgtIYIbOI/gr2tOuIYkETXa0BLKFLD3Egx45QTl5Wo9X8NqRctoEwt4cyKsecQXjWYxK3olqnStxyv22yuL9oDPHqA15L4Ci4q8LE7zgtw9kF/iiZhWpx5RklmvYnpA0IaPYDmE1EQr9n5/xCYCzCs/wjsXuDYBJm7aTFJUcQV7Wjto+cdZ4le1h6nntS+jPyyZoYBtGLxQwMxLa8AfkqOePv9xWTGsBKbkY0I++ZiU6R9lSr70FrEFFDp6uFkhKYVfmX8MSIpoeTJVlQxgVM4PXG72Esu9P5OyJhgxXbafY9Fw2HLjfUKIhrfA1SFJVci9KBZIb2fZkpeijIYUnLcMpMnQDFQFmjT1GIoBYmK1LpqMAVFdB/WgRMKFKoxkDf7wWaPPmRWykkWjKxfuZob6B5sL8PuAVkTTgYntNmNRNOd2L/iiXjWTCLsAn4PitnSfWFBaYSho1+VKT+WR7up+fbezWtDsPt4M6tM8uEO8VXvIVFRwPAvKLiSdCzxA7a/eDs6/qZf6LxXzs3af8QVnpaK8ifpAVgwrwYycZdSZ/QQCpBQFJZ1S65PClCPfwl5ICCljEC1wC6jj9YTPuhQWJH+0CBbV0W10co1hAJwVR9P+WjwHvyy92QIpEK6r43FOfdSNqvu7PFuYAYF/QNd2xzl5tzsrHGBafxi991u6EskYYbP0wJB55pjdDj74Yzm1UgKgflX9kR0kS6EfdB4YXnH3smRpgVSTt+TTzRG+pzVp/IuHh58jMPKJalNCt8Zae7F2A0bMl/4neXjxQJnAjeAdcJApm/tgHFHIZhARyHGPrnRbfko/M+Engexb3F1K0aaGZOwZ1f8n2K/QhzRGgTvgsxLwglBeM7A0smJYKeoEPUGxHBTJUGtLTinF0IY0mAKKShQdrwqpKN9UirytKJyA6bo5njG8wVQGRSwgxJeZJMMC8HY8yCnhVzBIrYSaiSkwut23nBJ+xV0Mwx9vCIQQwZ2QPuMQ222GWAMLKWMYAmCdMAFYWo1BbHlu/UM+daimejIa5vcq3/r3pXkgdNN8yPxKPCpdgHNzXfmN15nk9Z1U907J9oB+hAsXkZKsGgMWbPEYyq/CKb3NhK8uPsFN4USZPoLtAZIeQeMyOjyFtAZOTDFw6b0iyIqhGuzT77MgdHHpDcr67Fm7YWbwmtI+UnfhvI6VwjLZAAsc1cicUPlyYS6Anx/gC+7mJziz3At+KqMovEyVUBWbLxm9mAdZS8tPdWEMnBnrxSjxfeyZDZyCQ26MEr/jDX4BpJekYd33ozhhWDmfVQKAxnORSkkeqDhxflVR9ILth/vRmrkw6Uwl9/aGod7QUPmxPrg7GOcFk40FK//+BH4S4McyOq2H8eJK7ElmYdQXcAnCwrzpzWFVl+F7tlD+CoUzhPnj51UYYROyZBx8UjQtjmExA2avh43j/Upt8+Zt2HAe8MDsvjs97I5xsOlgSFwEitn4zdvIltjuLNH4aAqYVPhp5MDvdRt0IgPIiqFa7t+CRaNKtxfclksfgtlY9fsa6tZVJICZGpmh8jK1B2K2uLGajzjzvBfcMZ5J6WnBqw7sX9+Ns3Qs1m5CPp/lLIcvDCSYpgQvYmrwi8AWpGtjEaGCBaG0UnZoz+O0/WBjMAmfaRqPhBXzJzKaLTgXKSWpbTIOmDFc+ACpGlJl5whv+m3fTksuqlpMMM6ojX+wgR6CpOCU+T0VfCtYIDlaSsrfTn9TdqruCSie91AdzogvCCwpUuJzm7iX4Z+8UcF++sMUGD3+W0IEdd6IZ5GsofN4HPwcYTPg4JUn4GLKt/NGkyqEVHgGCjGDlTBzSmH+3Lk5n7O/+l9BpgJkxVANIhVfuMZxixZHWzI1NodxBLLt5zFwJ0WLI5fFA1hYm4UTCrWhtm1P48uBMlOaGBfD4aeWeA48Cq+U39Mb8O4G+MJdHPReHL0oipEgrgEhEBYFVfZXzqX0HkV9hm7Rs95BfknxKXMEIRwODtZnqcJniAiYdmkdHC5uLbQGpjlBuak/42H1tcIgBNU+bnD2iFTjQ9ELxFDwMDkE/E3lrp4e0MIT3gI77lOrnNxDuf1hdn8QI+GLVAPPu3lQsQQl/eY0lbg9rBlAww+vwtTio+hLWVa4A3tBrEAryDEHiz3jKJ68fDacNoP60spS52a/gickAfua9aB/0s+Mi7SoZLrzXAiBpd7zeK/tGoJufwTBT1cNZnfAxwvoBr+Vk9dV38iKoUwprFvDtmFjYMc69HMbJsP61bC+MEL43Cfj6L34cM1QDN9sifiNwM43qXCJxNtDKjZ/EyceqOJ59Y8F8NEPS1gjtGagmEa3oFFa/qUTCRfgufKSSkzyQWwlEHVBqweWAZbcBGs3SS0p+rs2AsRYWG37fpn7BuQE4Vz7iWq/gn2CbP0YNzqEfSHw/eGRvCeMBW5QPLWxBrTyZHjcZuxJxorM8r9HvelY7X3AlNhvsX1Fd0vihmcAIgJ7BfUZEvVBxOn2vCZ8g2ZzfonAmR1mPPEVOKTcNQtpLswGXIQTHMCiaqE20SugnRUXxZbsbSRlqH2aFEMfV9gT1ou/aSZZpY0EWTGUKY0JcB/0Ow2XuN2PwX8Wj8aFv+nKyXKtCio6wmxHuHhbqjutN+tCXeCc+jKHPoB70RfBQfA/HEsphabk8xq/0YwregvgGMpO1kyaydv052Y5/SyAQA9gENRKGYHmj65EKFIOshQ/+pB7BRTzIGwVhGk4qkxpBgNtNDE4vAB/2r7IfezK7HLRvCUDPC4wIKH4Psk4gC8oTsAoegBnqNxd5i39KWAGy8ihFr/xOlnlpIzKoRY52Emrs5oSDaP5T5kBI4+pxUm6lpu8uIA0bPiN17mY0lIyf2kdD3izp2R8myalcirJ4LsH4ZMDqHToaOB0MOXeW2XiDF38UXmw1IYR6dNZhPRdJft9ZVSvaTDBmveGrOHQUPXW/ytUp9pXZ8CTDiw1CqXQlHy6clKap89qYUBzSMHOqJRCkBVDGWMleiN3BFfuDO1J6+1x2GmgGK5q+j6Ot24zLHw/4d6Gty6YAe5rYPuH/VRtadionQRsSKPbhFOEbZC8tXRNNmAinEG0F4haA3+W09cFcI8I44zwOsw4pj0h7q+jls19GGqHOFMgrDoBrc8w1kCbbbB9WL8K++Zhws0KFKJj9OBKRDOpAk2RfXKoxbqRY6g/MoXQ/75LpesgD/XGZ/su1vAh+cIdXHtB4uGmXKZ55capgI27wVW4U+Z2F+BN8S6r+ajCsf7GhXMNusD9o0C89oQsoE9PxJYCGe6wsYwp7qADPLEVEAqe1j+D0OkJVatd/zbiOgGUdRHEPDi2rArDKGkgpnG3eT0SBNhW9WHKwAymetLvq+18fS3QYJbUoliQRc/ACMKWwnFDC6NDZMVQpjSpwL+BMAWwE/W2MF1zS/oL8yaKzqrayOY85iUuU5cHpfa4jx33scO3ywEG84TzSG/gBs1K7wTnNajlbEI+JOjOaqYqam8PexOk83IMOKZBpUNL4Mzfr1O1B1F5JANfw47ZsFLLQz+FuAEjmlKYHDkHkhKU17eHZteZJmRhwcUy6rPexpGbvFA161ljaEcsTul3pJc2c92kwlLOHGWSCPhHZuLuUdq+lUJ9rtBM9TmHWnA/g8qVrrMFJkLdshI4F+FLyPIov2xqFBBVxFSm2A7KgsOVwBnwh0+AVahN+v8KsdDwuNKvPAhNZs6WXGR1gnYtebmAT6MDHLSZTb0v7zCe9XDEOPz6TcmHa0//6oasGMqUIjgBxG8E2ATCWRHWGEIxVHI/hBjBB1WW/MbWpN08QXfKtlz9x3w0HcWz9Iy+QHYn9cszzxqqovazXBHbCMSUEcEuY7yMmAKCm4gqLNMFpn+1kFH8wEY6GFS2yhBcz492Yizx2FRovdQFt4DznvC6eenUONafw4qZE6u5tDeR/4kNaDhBgwLtU2CjPlJTtfJH3CTAF7B3t/ouopCKGCAQsnEIo4X3MFRY2BXgQPMh0qTlCRlxEJHz9JWdM2ZkxbAcGiH5V91FKgH2rJAIKI5A/yPAJWCND3CeSjuZa4UrwNeFH5MGY0I+DtwlDZtSScZBsmrsxRHLjlm05yqpSJJr/43TAWgt+euUlX4tAxy5rSy3rv9gk2JF7Ue6wo8HVWvstsq/kpghXft5yEq1MdAIaAPgD7xyDVT1ZVqzVvEBFvWqVYNOf9gU3gt76Y85j7EhTbMAMw0s25qSi7KkWo5khXVGmvPiAcUBcJp5ExPyuY+dcjndWtkrmfLVE+Xd5m1Gw7HpKIK1J3Mx0oEuwOmCiP9cpFWdcpxnWgGjpLRmZRGk/I/Cbyej2YH62aE4Tmi/HnI2SjmrWkCnGliDFBtsPAHCBkFWDMvABfDbCPgi+Usb4CI1NGcA8XsBroLwqwj+CkOLBLTht2sCTIc/d73Ij4wos+evvMZQ8S7+kZmc99RBfc2AiTxeJmAWBFtvl96cCySNhonrN8NKmN+xmrVYq8C0VtAy7izxa9vDpOLe0pP9IHdN6X2i6rWnW8ovONrdJrG7GweNM+fwM8O4TSC8IsJ6gGADS1N13ObFMKn7dzAJFg+aSldO4jX6DFyreN+MaO0HHlgDrqIbHY5fJLG7PVeEexwNh2Gd9sMg+P7TkaRQnwbiDe5F+UMXKV9nmThPI/6aMy1CrxOlQ4v82Q0gbhPAVfqc2xRqzRAhSKGV8VO6g3hc0EQvhMFPV0HRaa2A43DJvgn3qW9ocQyGrBiqQUCyBd0JqMd/GM1M9zWQUFicPQ/j8HfQNcmAYik4LIW24mnO+RtaIqA2sB4O7oY3Hl4ttxj9bRxZzUd09DjLANsjHEzV1nKEstz5DIi0Kd/fJAggUvILsuiYxeNS5XIotHrWlkbW6vXVBeKfbw93VisbPADpochg+Lxe6fraPzGI3PopXDdtAXOAE/Bc3SyeYIt0BuVFHV1SMM8U/HvJvwkIIVQnttOwSPdLbw6z6ATMrgNWgx7gwhWOhlTOe68ymEG5NnoHYBzfQg8FU8RVvMko4oH4aJicDiaf5mNJFu/wH267OxLa8F0oFtOinAcKGAotHK6r9d/TJvuAfcMLP3uDtLITpE6Ty6Oy611f5wPdqyhcTacLrLCfyAOsDJpj1tDIiqEa6jeBnj/B9hLFrGd3RHo9CoIl2+XHo0F4FIbwjojnkqP8xEXsNYg9vokTQhwERkpF7bdWV4aFgRyc7U2fA1PYWHFvAJKXwswcNea5prBnSi8u0pKMvWYEHs+FCaDQwIqiCdeC4K5oRZwyMKEWm+E2TDsOv3drpXaf0fyHluJFXiGWjNrSMlv+ybocEr3wWRUGUxXaEU6mFBZA4CBgEuzp1oslBDJlSTcMl92uulhD4kccb+JFt9mnUAAX98GkCd/BJcqsZ64NZgfAmxt/4C4OarfnUIuYTp7AMfb0HMn/REdVMun5+S+R+lGjQkUwE7hTwufuy0AOBnpTi8cAdLs2hYPViPCtKgmA+LfACfHVUtvGsZGrwh/6F6qGci0Ippmvg2Gwwqu6vqY1F1kxVMPdOvWZ024cAFZFo18DYE6vWSywX4yFrBgaiDBoFUYELkQkfsBnTeZVuEcy9sxxnIXDsLulitpXhX6zt3NRCOd0JfZZB7CqdHsPwGXKFaLpwL9NZmDaK595I5dqrSTeZgAhEzgFSP5qnjdgTrfSlsJCmY4jCvHFlF7FYLAgHD9xIyFTtSObTGksAD6FTzvOYfH8z0GhAH41rFDVwoozTdrzs3BB9S22AWzQ/ZHFJbBHsKH886cMYjum4EyxQN+Kz/mQwBAuCuEqe5yhfqVbgKIvFNzjRfk7vhUCv+lbpBrLZoC1oIgEqz8eyIqhTCH2GfdZsH1xYUNHULjCvfF1DSeUAckGYhNeZZT4XYV9b+JEhEVPeKTQuVz6oRGEjWOk1/eqlh+ihmvNryYR8JxxlQXdFnPU15OTdNV4X2tgmgfQq0hjCCxK0I2rQx6w5cT75IvfEbrqXZhaUNugqgTQRMxkPDPRciq7GocDMLEX0B3OdZScx+rOuEfmHUXZOzWEjvWO6kO8UtSbeof0RAXsAO5X9zrQDcIkmCTGsebWJ9D4N7SzaG0BywIZOf17fogcXeV5YDjQciaQAMG7q5aqWiNmwnQxjB58xtnKZrh5BpkIOMwF+qPTYMEAoPGnwICCxOLGhawYquF+EixS+nDYAhP/gPnt9B84YCxkAIuaQ1veq7DvfKD5DhGG6lwsPeGK6Fi8qL3mReAr5gqwaDk0WQ5+yRGctNdcMbQCCIX5TjNVbfM6LsW0r24Uw1xgUXfpOggQg+g+dTTVUgi8G5PoKbAkstKpkp86GgGph2vzNZNV88xHdb4mf135c46+6ugWP2YeH5h/Q/46E5a+NQ+8rTFGxVARCo1DAxGXBSLwBG0phvumd+dP4US15oGW3WDdkjH04DguQpLOFEPFPmggzOEcxvgLGR8OAbB0/iSdZ5Bo7A8rFhmvL6OsGKpBpPCGzwAIgnmBRcoyBD17N1kumk2CV4BvhvjzQWwweAKZCi1L4gC1J0IXcG1yTm2PNsQxNHU/ybb1+IFRGi4HzIMIgZKBaA1eulGqqL02cQAmuiKlkzgN81ovrVzpExOKTywV3NHZAOthwYeLOeroya9F/GhbcpG3UvcgHC7b96vgOui2+xTP3TnKk7QS0T+XgDcTgP+W3rmuAiKQAoiAMS+tI8W05t5LClfgMOUGQKnYjXRSPZDSzlxCijIuyGHnCBG0VP2WBSlcjLVWuAl5kmxG/gTJBqSiSZqayxTSNVpWQGrdR/Q7MIXoIk3egLcXhdfBXQiJrjhU6DHmOknwXZKaen8ZBBPKLKWobXIwN0qlEIz+tjY82cDqtWCxtnibfLOpJwpwEzZzjs0MEi9wVevLF+1pkH2DQexWVUMpydDU/RyyA58W6TjF39RMMQwTSO8uEKmmAsHq0k1aww249Zctv/AGfn13svGAbuuBpgKrvwDrL8D/5wh+9S1UDPvmHyDcTsrnVlFIz7rBsJ/SrhU+HiAEiMpw7OI0eXCJvYKbKhtmFsoMLDWUO3/V43nhdypWAUzhx56s/Hk8U/9eD43OQEd3Jv2+FBf+BqQKIIbIcylTggjKnAcKWFfis7cXhIQNIUVZf7oD0QyoHVNuNRMZGWNGVgw1wNCFu2saBYrFfOYxesIO5dNfoaXRTanPfbXRyC2RImmFXZLPTtIlSUlsZvs3vxWxjOUBH7KW8An7VG2TvJZyNKd08T+1fnxlcRMOBknff5oH0B0ylpRf7soUycfkLvbQDcYVMUVE3YWD5RwuD+AIvOO/pbAxHLU2pkbAuP6AG1xcKhmwOALv+Bbua70tlwQ0qzGdXEa/FpHQPiKCmEcKCCluObwe3oI2K6HNXlh9onr3lQMw0RdwVzbkg7gG5ldyUIU98GGRhvDislkg+YM1LZrwtqN03AAWIgUvaHDGLvUkGQeonSPt3ELyYbqvVCZqKrVbpfLIdCLUBfpBqXeF+tAp9n1+NoBsKqKRckr9qJA+pwE/ngUOgelsyeFLyVSPxWrngXK5Ab05rPIVc72dREIZ97w70McW8NVNOUCZqtED8LQHvIr/Lv8ijdf4TWWEqEUOvADzbCE8VT+l8doQRztiuUxzolQTnm6RFUMZnZAKeAg7ER0F/MVv2CyYoevsjyMj9xDlKaWjSUaKfmxtBz0d43l8qxbRdAQk94AXhf2IjoXmzIT16ovAtwaaR8SSILStWIAJIPoLmAZDy4izxJu1Jz7XGYTrFe76DzZ8P30kNtPTVG2DNxzk2ISyz1oysHMsOIwtLFwbhfr+b9cBIVAEfxAjBLZ5QsgqcF5VuO95ql9gYjewR3iNxl4gHBKhT5GN3gcREGkg3mCf0KRcpbciBgPCChFaFLYdEV8DIULjMcyAkOQhjBZ2qNrqZt4jsq69Khm6C9D0KuxqKlWZyMeE4X/uk5b+552nsmnTJzb6hpuiE1Y8wEGb5TwMxNh6wdzMdWIU/2Vk9z3SEnlR8uDgQoOIpmLjbnh4RMCynrLBHYSVIkyNZEHuDD5rtFzV9+J65UtTJVh9DdoImZiSCUgvpWUplj4BsGdjL1Kwe2YjXo0Rz0Ww61MfkrEvVk2rHbF0evECEcr0YdYAp2H3Mh8GzzhI2HK1w2mVYbv3EzEY+s1PIm5uG7KK5s7UEbJiKKMz9gH7bsMENrDZJhbSkpASAlRFQXQG/KEHeLMCd3V1PCMl+01R/9BIwPY2WJAlvQm2AJ9waeLep6ZaSQG2QEAdsBwACWvbopHFc/1s+At65kD8hvaQt4INjOerFp9y8ZJ6xbMo13Au9nmwx0H6U/igUXfW4tDMumFZDwgBruzlkIcXihaFOXs0kU1TMpBWkduHA/99VGKrKZiCOTnVfkXIBaj7CMlh8SAQw1o+4KcWESRcUuvhqJazdKDob5v5owILCksJetSDS02b8AftAKX/0Y9Q/vVgpty7iJnRRfrHjvvYcV9D6SqPI7dx4qbqcxr/4m+a6cyXqeD7dOUkR0/oLll1dbgFLH2Iyp+zx25w3XWOhC8nMx4rFOXMAxZIv6QFZRedS6USlqM86fq3Jxl7kmlx9zqGiSuXAem3bQTggeoeL4olWVy8pkpqhAPQpp7Ud7DHQfovL/9FQCuYKNNY6VFbe05/h5J5VnE1PYf4tsAScQmqJ2Rl8fRHjBAQGwt888J0utU9UeovLLB8lTMNGw6t96Ke2AR/3/IPF1AHnDOvI9wTYZKmxeSDEXxFaZ8JUUAGK4VZCK1E/hT7SW+blWBzq+GIoisDtmmzdGc8PlZhCK1E1d9pcaRG1a+qzemeiJ8K3OzUnDPVHGofII6wQFwmQIgPkMseYShCC5F94sQyUhprTg/A+xacTWvLYXpXcm8X+NEHV9FU9Tfw7dBqSqQZE6M2F7sn/CbtxJFyNJ9nkDPAX6+0QxwokCNkltu3PdAzDlzEekx0qv6x9wbD63XDVb9PgoOOlQqZMrEFBmwEU9GVEK8hld4/dNBATEVXhixDpza80AHScfZ82ksv1kKQLYYyeuDrfKSkodPXEMgSlO9olcMfcvvCovSqy5GHCZF0JZqOfOa2HA5Idkh1qqqlL9zzeQGOKSpxhFtwRVEiFkEBO2ATY+nB/krJe4VmXKEZLgOW4MYTQFrqrZ61LVuKFC9cPSWIAEajXcUlF2jSKJHr9FC19XPfzroumvkwVkQyUhJat0hwE2OI9+sB/Bd+SmQ94/m/UiEC6nme24Af0nt/PKSBq7IgzH7Hbup9epwBfAr3UWGGpMK70WDEDUZUosZOPqakYcNjamHFA+oWTaxfGa7CroeSFSsVUBwBi2c0VM4CycKTC6qAJ5Cs2opYIFZSDpyVbercU22BmFZunKQrk9p9h/NNqV/liswVEgPEPKywm4weMAPwgh1FcqtZkl2sqIUdKWXePRdpyUVa0tZzMWZoFpBqi3I5uhKuxQXH0SeyYiijN8SOIEbUgXoV9y3FYdhaDaWwLPz/ACFHhJKrnpeACWe1f8AqsNt8EIMe7cZz7xP2DpceLsbOdSBxkltxc8gotJYYvIBbwMUJHSBe+Tu2U2i8by4wu/saZsatoUOr34gRkmFGEkKICJ65vMcGpeJYiAl5nHmvNZ3cL9C11XFOCakUqrpeEOKJWZ8MehTVvDXgLvZ8N2cS7IB6sXf4yLxqsfBHR3rydu8IhCWwYmnF/Z9mAh2RUs9EwtbRxVV4kBSDyQFShRRhkpT3sCzSsOHPvS/if/cq9AVFdNl9ZWou41mPbe9HyhRHwA00LnuqCZP7gxgMv9u24nERX0ZjQ1YMZfTG/FSk3IZ6Jg+ow2PMeVzoWKz029jcbjgIK6i6DUAzcqilWg4ueaRaJWUrwWWa86V5IEOH7aARCZVWDG1Bek0tIyVeDrWwRXrj1dZZyAAUa4G1FfWUsKb4ZKRpSqgMQLEBzDbAdHEhy3HAshIWMsUJoDX8V/TDjdXALsmAyESuic44q0k93GnVBRRTYbM4huasRVIxswE3Xn37BN1VHkllk49psQfDfezgSyBvBenHppHd17LUPibkK//Kzm34K6/xq+1rLBi9GNNqKIbmyvq/BZR1bRo17WBd0zH4Nj2Aw+h7pRRDU4CRMNd2FgsGLcYstGxrfA61+JERmNs/5jOv5SArhjUaM9T77dlGPmLFkUrOg8pnScG1k0fp68is4FCDpeutMpgq7/t8ZfZQfSArhjJPPfGAf9/rfOaxnNOftuVnfLm+pAGB3e/RjLlQySXeqnDitX5ki8f5nneJFq6rVpvjAc/eSZJscyXZtInCHuYkz8KeCSCkqO0T08mTVeJx1jCJBCG+1ANU1/QAUsRefMXHgGSVO769P4rhmo+RCyybPYceohd9gj5gSSVlaNH3OmHiIrKVPjzOrKDF2utwrXTfLGXyRdfeSYSJiziAL0uPz4O60JzLGh3vN14j4v96QkFQ+H0gLwzIhjdh+dDPSu/0Jrw/YpXaVE3axIOT9FkeDv9TNtjDiZmv8gveOj2utjl/ACZO2AwJlcsZL/N04wz4zwR84WjT6lsqwjt2ZuLxM4Uv3rGwN7BwZccCCBwGBMC5Xq6VHn9GzjLqzH4C42Gh63S9vKTJiqHMU08ioDgAzgdgzIRz/GzrSxAB5Pcy5eqGl4GfdC9EhIJTArhFJPIbgkoxvIXkB+Z8BPwnnONne+0qhgyChRZflF+7OlqSrcP+i0Qj6F0xdK8HtWYdhi8VyhYzVonvA99WahzFF8AX4ZyuggyKA4BQGBKjyRiKI9I+S1qd4aW4y6WiyotSsppC7MN2sGwvah0D8hTKyOcS7FCQNsJG54pha+I4OANV3L8b0HPmHzVOMdwF7NpgaClkjI1GwPUlDQgqmsCyGhyjO8e6dVd97t3rMG6BMcUUQz6HOS0qZyksoE7QExTLQZECtTblyIphTcENGDESsIWItWiwkCQjU5xUgKmw4K3FxAxwYzdvVmp/hRMwFgiFRQkwuxWciHsVX2bAhvOaDTIDDorTcVEun7bkIi3qxkupPiqJBRDYEdQaQMNhdXihs39kOoQtdufzxXM40bQfJC5i6n83sEVMwS90J0tG1exKQ/mYsoXRJG0oYi3YD5UOw/GGH1P9EW7A9+1GlquInmvlyuQlCeCOqiKHpvxBO/qtP4FPBOwMkQKebMc9YkH/xUQMaF8sSvsNwuh24BQcgF8q9230hgfQczyQI0UFFzyw8wA+hwXpi2G5rrOsyhgLt4Cek+6xwHcxJ3wrZwnPAJgJC8Yu5s9BL/IjI3QkZWlyd8PMXmvAC1Y4TtTpsWTFUAt0BiJ+aE8iTfE7vpNjJZO8yshUQAawKBQsQmHannh2D3hT433NAJbD/GEzmee+FNO+wCboLgQhJXbRUDG8pGCO0ABwVDbsQJwvwDzNv0cB1gA/wHzXmaW2BT5cim3dQsUwDLAQzvAJ/TmRlA2Nc8FvEaP9urJMnMGHo14tFlVaE0ma7wqKkqE3lVRF+kCqPWTnQzPx73IVwx0M5aeZ+QCV9kuKwp2z4zviPT4Mz5AzrAMWBYFVEEw+HcNh90LFsFvCKTb21Ua0vO7oaQ+71vtgxQM8tkQQI50WcgFFOJiFG6/sMtonEVi0FuzXwrirp/ilqbfG+2YDin1gsQ8Ct1xV+iPrh0XpYDZKeum3i1PvFqQtZMVQDQ3qgMKjdPu1I1J65gLaAwPcge4QjaNUEmm6FN0WdaL8cmYy+icbENbAgoDFqrav/T4ic4IpxvBoUEnwIyzouFh9pxvQoWSbCXzs+AUr/5xFsq8D3yRPZ7T9t0h5cypraysa9nGRxXOnohi8ErqDohKFOrIBgmDelKUcdfTk1yIlCePqtMLP7wJEw8ZLknXRbz2kjq8NH9dW9soFcjn3ZxfGjQRKzoPpsDPKOHLAJV+Ad6NDSe1Ymy28QxaWjOK/OKbfY0y97wj9813l0nD1r7G8fGmU8gJQVH2r6KjelERGPQyldrgU1AuF4TVsggVORa7NDfAAY7h7ysEVPmcu+ZgQF9wZxXo4GFm4VK5OdjdgREekyjqR8bRvqnSwyAeO60PomokL4NcOtYlXLx7RXiL96mALTHYCusDVpg0BqaSh5+0Y2KLZtZwNZQbz3cUBz0+LRK6bA3GwwHoxJxw1s1Caks+b7Kbt7QTYK7X5AO7dgJHovK66rBiqIbXJv1h1eFixNhPymbT0OwgsbBvQFPaf7sZfvMQDrMjDhKUBk6gfkMK7w0M5uF3PgsuUSzKweh5YFLGALRX/jw9og7EsVuYCK0LBSk3qjHEzQTghQrS6WgmpwEbW0Yh1HFF+rm5im918KnjyKfMRr9aDFzXfMwNYvRSsl4L/ngh+HVCoGB7Al5NbutKfvbQX7uBqDkJtEYSjQIk0LQthcehULMkq1tySiwxpFEGcEeRuDgLsO4F/vUe0TLvIbRxp0uUeYVHwm/gatNoIVc1LaAC8+YW/6kpVTIrm9ssGVm8Aiw3F23Qbz68FusM5qy6QmYG3eJDJfqsZ/MpBomLL3mVwPTjx+6vUIgdPhxg2Fnkpqk6N76cdHxM4/UfbUvk/a5HDxMDNYAQplFyBjGtmbDIZq1KwPDfEsHGC5tkQyiOO1iQucsYEyTRtQxpjRm8jeDj4/3CKX0Z6VziGBVm0nZDAxg2FM4f7MPh+20juYycrhoYgDxP1xe27ScWzVQyG/+FYrOblA6wkR3NfmHdcf4W2ZTSjYFL3ATrbwjReQq/2jkPg+QN4hkLwPtQkQ5EetGoftjnABZDsZMOR3n33UTxDmzYXXXOVx8pjYdPpKD5dTtYqNPY5TEU5qZX4MgX3Vwr1MecOFrVR1thVU1DtNKzmI5qSSFdOYqFUEO9jh54yN1RII2B4HTDrBllYSmloPME7B5Iuu6J5gb4KSAIHfyAF/qxinV1zHtOVkziQTDQduUIz1bamJOJOFC+euKOqN14SfSlFBfdnZKoWfLbNQSpjnMhdZTE6zIt3cQf6FJnbhWFwEydqkQO9Ynh7t5Q4/AoyRXEHetQDU+W9KPjCEZxVz09T8nEnimb8DQmGk7MopsA/JjbFn/EtIMAWzqRWYqXvNLzt/wNXaFZMEbbiAV05iQ1pgKTk4QBjbJFM0eVgzmNe4zdcuAJnS8zmN6A7x8hGSmUVSjrarIlVFFkxrARrOr6HY0qhieIBVtxW+WMVkoUFG/39sPNPYfDsg4R9oU8pZSrCAnBfD7vG+7Dy8Cy0n3a5HBZuRUCEQyBGCZVani2kNVxpROdmv3KmwQi4r9CykCW5whxhPHNMl3Eqtx0I53R8vCIkbuSO4MYd7240/+UyTiUsh8aAvyPE3HLjIi1JxJl8TNi8bLhUm3ukFg8UAgvvTceZRBLL8S8sDweS6TbqFOdDYcyNq8xxKoyUfPduKBcdpJUrQypAFoD7Jtjl78PgLw5ybLbuj+kzHvas7yX9ZkgKfiKS1SdkyxCcuYafWwwK2X+8GD4jYf8P3Xis1LQLzlsBVjygz4xwIpYbZx3tAtZ5jcEh5S6DQw4SNlozq2HIBnDecJ1+S64TN7ONqlxdO2Lp0vwcEUpF2BYgAnYv81GrLxTFkdt4DThD2D7VCnKhjFHQWrin+pwP6KogiqwYVoLkgrdNDbiBEzdwkgptU+iOULDAp2sblS3QRvn/MdSA5R590xSi6ajeZKdT4gEFBCukCjBVUgyBPEHyIavY1UwL5AL/hTwL4mgN6FEx5Jb0d8GzVMoXY6PA7y8PE67QTPI5vqONkRsBbcBFKo+lLl1FUxKxI4XbPF/uw8eEfIiTrHBtwqGjX5HqPpFSu1EslTaVoqNLzp8FZFOJeS0daAVcaIMV4dJ11Bp8ipZA94RY2pXyy8zDhMs05wF18bSrCTWHdEtroHHRBi+I5ZUyU6iYkA/xxpWpIxtocu0eHZuqqWxVifn0ivLPs4QlNB8TMFEGBSL9K7pJ13NZmPOYZlyhDXGIkepXGZMpbsV/CJROg68djHumfQoI9R1IG7HQRd79xFUyupcuz6Rt/M3BJP056qQ8wbaRlNNL5mkhDlq4EEMbIMTQwjzzBN+G/qbxtPeNZ8/eXkSXDg+qHg3H0fB/V3HhKI6Udqo05zHvBoWSOwPMfoY5HhXnS8sAokaD76TC1M9n043PEzLEawitxfPUVvprFeB+9yr2DhoGMxwBv7iNxNGaDpwlBTsObfTCaeNNVZfttNRbVYmaigMwZBP86V/obLyLl2pcVZx4wO1F8K1XOu15VHr1fQz/oB0W8Vn8S7mUnIUJQepqrhehHX/Qr+8JUg7D5vxyu+oFWTHUMSULYAd0C8KNe2Sg2xQP1o4QYj6I+o736WMfTtRdyRJgHCEWxTFDCv6zQ3JDqempSbSNyvrrhrKmcwbF4+P1x20c6YFkaNV4uTEdHLhLFhY6d5o2BInA1/kQsA+VX5FW6QiT+Rpzcor5MxdgQj5ESuksFLGAh6Qs2pDGY2qp3QckX6qDOqg/rk0u05zLNC/V7m4fRT/HEzjflqwo5c5rt2EAe3FWlrHJw4RIuupE3rKwRZnCSUk2lc5iaXBMAbqjce6+f5EmJWMvWYdez1igXM5FeuZmo/T6TS/8XVKp/KqadcG4tsXbH2BVLNenJliSTVY47FMqhc5ocF3rkOcMdNxnluP0wDnPjHGHwUsPx7vMS9xKtmVcHEw0r7i/IWgNXBcn8ka0yLjDhpbG+Jg8E3rdT0dIEoGdBpQkG0XrJbwWJtJSdCv2oCuLXODaJJjk/R0zI9eUqsErowGfwKxRK5m2dp1ai6E6xrKJSX2/Y9oqzfepSfzFS9y6ZYt/PHxUx9DSlI8ZMNkfxqQU/k1cVEqfeKp4gZtMW7qOkV32cPSEYWWZaA7j4mHcHinncAHWwORPpd9jWrfKjzttkLTv70taFat7XhXiaE1GZj3V9eF/AwKbVmvIaiFbDPXMNZz5t8kM3ugVxsucIhwdWQ3zwJwc0rBhPeN5odVNxrULwSLK+KyGjYCBP38D/VazX+yGLSe0kjagXEyRbuZyfUoKvEQKfiEL5Z/OpSvOSMitnwQcwuDeohcU4A0TxXX4462RNJsBwqX8npTID2qBMqLRtOBTGec1T/q9HmOOJVmYYgTrLSUoyC9YoPya87iaM6x0vTXxuESIJ/hFg+WHZZwfU2XpLeXxGl1IZfUBmBwP9aekkEJ9AGrVFMU8Xzp/+ZioXeL9RzmvOba4zcR2m7FQE9mQR+GdW4vHmJJfaixT8jEhv8zjVBczkGzkI2GubeES/4KAxdjOLrzai8pqTJhReAlbQLmZAArOJYA9d2F55XKf6grr1rCxhR//z97Zx9V4/3/8ea0bJWKFLKJMJhMhMrWv5v7+Jnez5SubhjEsvhpmjvvpi2EZho2fpq/7DdPctdpqZCE0mSw3YUJNualUrt8f1+nUqVOdU+d0TjnPx+M86Lquz3V9znWu63O9r/fn/X693VrG0UiSdQDk32cMfG4zndndV4OmBuwg5d+0IjzAlnV8CDbSeaxr85Bp7l+rrNVeGRgNQz3xF6/S7cpJ5kbDpXHaF/6MSIYR4w5B10OE+g0mGQdyjkBgODDRMG7Y4mQycMEJuomHOBEzkCWddTNYmgEh3Yaxcsyn8hC9EiRux4+Sgtan3wK+g1OBHPTozsDIE+C9pIR2OmA0nBZHsZxA9gp9MAyZ2IpzEVfeuxgPdaCpw2VuNAyEKRnAquIbP4xh18Cx8CmICLABjiUX30yfnAZGjTyLl5M8ScEeVk78tPyR91sD+X5sbwaHTlN1RhQ8w5z7m2oROPQxl/s1VVoXcQ1G+B8Cm0PSgjSIilexEwMiF2A8fDpiJVmfwRKrkh++D3mZrCMQGKliZYikCRp2DwaPO8pgz6PsHj+AC7gC0gN4/p0gWAM5c2BhHe085POxQfIUMhpO9WqrtO6nBl3xjYiUMggArkHUFMNK0ugBeK1GEv4DsIKf7FXPc/XmCF5BZwuE6O9J592QyQAYAbN7r+bpBn33RqIeqUwL/xoOQKIedZCNhqGeuIkD85xn4+R8nfdWhoKWB+sIIGIrjNwKTn7XuUQrFtaZTc2hmcw+shoMsrh8JshkhMtgjPg1rflAJ6aXKUgF1ENkpWzlSLNNf/AWP7Nl9RS4bslBj+7ECuHsEgcykreoLMNQdhkQ4tkzbYwkBK3nmB1tcQ1H5rWWHsZj+D9SJ9dj/dYAiFW1dRgcCoPHMukyiVG1jX5JAGSFBvPmQH3xJvdLalAGn46dwznhKOfK2C4XE9bykcq61BFAxOZydkBP5ACya0AQyGzBdFZxT18+T7GUDEcV332R6zJqh0oVTmK2gs9WeHX8XwrD0IQ86RhrQGYFpp+VfJzyYA2IK1V7laLpQnTXgjhHd87Qb+5RjhtQzGd7Kzg0rVsxsWpVeKSfJSSwauk8ZgKyeLT+7K0ItqRKjhs9az4aDcNqzlVg0MLzdHaTS4xkg2hgFVmuAgn9HfmP+F/Fsu3RIytTXRDwgeFtoJb8z5bwGvskcdLNwKGpDLg3jVhgxLpDDBNHsfeHABiyicpPl/GE69680fRXTtbvVgk6hsU5PakrH4ojkcXvIsS19AeCzB7wAyaj0InTGFMZ7XOi+JjhXBOkDMlJvYCucH9OLSIKlZkaEXqI5e/oP2QiDbid3hQfscDDe2jjCJi4iuIhAS4QO4oBHaSb04RcFh14BxkwFnCaBfRDksB5kdgM852DCqYw28Eahw9UFyCoCFthvmuh47jCGqcPpIpXiVsgGq6pKcTnCPgNBTwhyqa9dvtpYAziIB0Px8NuA5E5KoWrvMro7fHIoiBio7HwRGkYDcNqzlng4nzlZYYWy5IAXBdu8BYjFcsqcaJWonkbxu5ej10hYcH8eJlZ3Rdg3j0b5EK7S6ZAlylj2HN7DAI/U/mGYU/E7wRi5kLnWBHcK/nwABuW4LfBA7+fdhKLUKJhaAawBBb4zQLKX7+XrfCD8CbfIcUsegB3j9RhOYGs7jkbjhdMtrYWP2PqO530nt2eBqyqi9J1/bnYjNYT51HcMPREvC2wqtBvmf9i5DQaVi2fpCi7+SIhSwQzn4K/5zpAg5spWjcMZdeKHMce7G/fwZKn5HSEoHT1xyMX4I99zdjD8Gr/e3UMj2dt/ypQLxtJIWSB72u08r3EiMOHiDCwUBRDwmgY6pmn1IRpIAuBmEgNyvFogKHfsFC56Ry5SPIVkc2/KljoBdvOTMLG7TajTHZiywPFKkVCgTxRJUf+YR3Uevw6j1d7w6d7kcrHaZ9ZVlAzAta7j4U1KYAdPJFkUrZ3GM6YU3tgAJXsOZSfhayCFJ0SMVXPIKxBNkwBFsvg6iVgF5jKIAJWen7IRd+Ca8QUyMYcc57R9NhlbpwJUOxnE26c1vwL6YSi1/XrW5Pg+rvwQPms1Wl9F2IhoKuKceAUBFxbT5JTQ3bytqLCgireIoJu907C1vJrn7sCw9yBLNgarwcN+CIUHr8Sk2F09A+keR5hJ6NKFfNOdGiM/9BbEAdrVQTx51emkV2EW+HSxEA+l+7AiOhDkgj9CJh7EcJipGnpsmgELGIqX9/4kMFN9+Cqo3FBV3gCPT2BfiiSlorSmyN43TsL2w3fKMy4CP5xISgulWtwrZxGoRnwsRXUlJ+f6orRMNQzKTRg1fhJ1B3/kPfeCSUsVN89qv7kAIEx67mUWKAvueXMFHA/RppFT5IzHZQMw5JYuxT2LW1Az2+Rytzp6AFQ80cQOopIRZI2k++6TABchL3EIjBdPEqUoJPDVxqWZDJlbBCPxtZmm/8k2AwNc5L4RXiVC0je76LY8oDrgS5EBBUsu4rhTmutHwdHMS9mTLsAaaIF30cM5b2RoYQVCvdYfg1smoG/513so+4o1TcuSrfQk2x9p5R622owzB6O/e6FLan0EBIwpBDFXUADL/AxyaJdblyphuFORlF73yPG8H+4CMUDc3MxIchjCjVPZDJl8xbM/AsMnP1AtJdUs/mZ2JA42uHTMYwYlfGvyjR2hq8nTYMNERy8OwhXu6plGPZ0h91RA0jGQaUGpil5eK05y9bp0jVmyEYhwPpssGmnrDFR3ryY2kDNExDs8X611GTNx2gYGgD/UJdsahQr7G5EN+QCHIaPPb5gP0P5lnHydMCrkNVDZRxcHibgCXPrSOr4+aXDooGeu5ECVmQyiAhD2a8gA9/ifWi8PZEMCzU7bAsQRYFplMofS5ohy06CSOAOOHKdKObKj204uY05ALHwtu9OrtK81KogJuRSl4fU5jEvLX7C8ywZn+HHcYqLAWcATSPvM6rrTjhadeKFipa1yucW4Hs0C+9eP4OTdJ1FpEvXVybyYAX506w2j+jCb4rKCvmYkAfhmnv4PAHvOsoL3IijfvJjLmi4L12Tg3QuLuaBd/x5zFs/I4ZO3MEed87QnKtcohUXcCUbc7Kx5Qqv0dPzPFjBsSJT0I+oLT3g66g+TgLQM+4utd1+RW05SBOQ3iuv8/xxVykgVk4CrThHOxxIxoMY7LlDF37DPS2e63pOPPEAetQBhkpC9iUJowOQrn9Psroo7h8tYAZQB7VL41ZVjALXRl44coCdC+GxkIQ9d0gS8uCTvZRWiyAXEzYN8uXww154rVaePt10GJ77CIh9BfDuW2iNNTPExYjRQrHPHxYt2Jpd3m+wjdbCaYTvRDx+j2Df7b7Yc4de4mGQeUEpU436IGSNdK4HrzyqlsC1CbnkXa+FGC3QVdim8le5DIR5Q7Jwn/VxWu6wHrgBHOgNWcJd6AeHH/ai5yzV27bhIl6uZ3ksJCl90oUbhJTDvddzhnS8/I+4AWpYPOZYE92EtmiDGCDMFZqaJjCU76nBMwavOcpjIYkRIYeUdC5/5i12Rw0g9MhgqT66BpwFwtrBn8Jj1lZQJzwPU/Ye8SVJyCJyaB8eUZsu/EZHu3iO20peSn3S1xeOPOzGtjkjtZ/cY6RKYfQYGjFIHJHkPvINsDSkQVpb0xYJ8s8IYsCiDWTVRjI30riIK+Zk48R1ahWqHnsTB27iwGDPo/RBemO+iPQ2uiAN5i9HKkrtLZMa1IIJOEjSG1olEzgNd12JTXHnnJ0b5mTTiRiONh+s7YOVgCfQk8aDE8ucsswvNu8RDe4zYknBjus4qow7dOK6JNkQSqnnLQf14r2qCjlI1/d1oJUVxNKBwU2K1HJNl2qq2vM3l+K1aLQ5SMd7mYc4ch0hHSKypfujPdI9eAHDmp7PRPr9U/LALzYdd/dYiJbOiUcUdPCN5R52XMORp1gqJGpKxB6le7roccpHDsQLnH61kNxLBMBPcLcDrlzAPS2eY/ckz7C+aI5cqtALzuBe7RNmKgtT8nDkOrV5xHUcS/fAGhhGj6ERg8RvBNQTm1JLbEYtsRl9oyhraC8XDhZJiJMFVor/RarYvI9bgg0/OI3mtxLqqYa4D8NCbMaw7UqzRGxOAzFIQJwl/0wQsDG9pYNet4dDfXEWU3nHbocO9q8GsT0Rlwgke7VQO9HjwH7oXjeSsfN3ScZfEWrziPfWhdKv7lGOrdFud6sDW++Bk0Uiz4XHOgkWGJ+3GZ8mYSQ2k4xCT6BnArQRLfjIQOu33QYudZSuqwPyuMywjdC7bjjvrQmldqEXu9II8ZTf098q39MV4x4MucRRoZ/iw+dRQA5Mh0le27huq6vIZPUwA3xnQS2xGfsm9DUahVrEnjuMnb4LnyZhjM8zpEjdsqmwx/Dp06ccPXqUgwcPEhUVxY0bNzAxMaF58+YMGzaMgIAAatWqpbLt1q1b+eqrr7h06RLm5uZ07tyZTz/9lC5dSi5wHh0dzZIlSzh16hTPnj2jVatWTJkyhX//+98V/SpGDAk3KXg8f6D6t+d2rNG+kbUqG6l0k+96ZrAGyeewAa734EEJGXl/0oI/acGiXsuUJm1vA7LDwGGtd7MItWna/zKj2AlIU1SPqEUmNSkSdqYzmna4TKK75ElSN5v8LHA2XTpHNRYUn0c3JQ9OwBIDEvmtbHIBMqSHiqIqhpzryK9XbZMuHc/6Yg4HkiXPoB2SwHFUy/Yk0Ap/+xDDchnKyUFeB6jQNRODFAcsOwo1pj1TyzRU3NPdl2n8ULRDSh5StGsHkqq5onfFaQ7HovXrKbRDXq+5O/yPUWq1eZmHkrbrk7K3rW7YIc1koWZtbnOewSkIS4a+N3OglNrHpuRRl4fU44FBFDCosGG4Y8cO/P39AXBxcWHQoEFkZGTw22+/MX/+fEJDQ4mMjKRBA+VgzenTp7NmzRosLS3p1asXWVlZHDt2jKNHj7Jnzx6GDBlS7Fh79+5l1KhRPH/+nH/961/Uq1ePEydOMHbsWC5cuMCKFSsq+nWMvKDkeIN4ypxgj/f5SJhL+fPWKp88TAiOnCWJSF9PoTKEf26YtaRFhMjKrh/SXlhfraZ19UkmkNEPJnXeRqKqMm864NJ8mBS+DbrCoNsgypOiHtjUIo52koyQkRKZ9BmYT00n57K1tCAemGjYd4QNMGkBiFPgJxvVZe6KUptHBOxfD2vgQiVdm4ZCc8B3E+SMgN11BqjVJoUGJJ1qSI/0u+yr07fUbV25iM/MMIiEvQagr1hhw9DMzIwPPviA6dOn4+Liolj+999/079/f86dO8f06dPZsaNgyuv48eOsWbMGW1tbTp48ibOzVIzx5MmTeHt7M27cOLy9valbt66iTVpaGu+99x55eXns3bsXHx9JjTQlJQUvLy9WrlzJgAED8Pb2ruhXMvICsiQd6AyyOVv4iM2UZRiakkelPS9zQRrKrckXIcnDhGfyNPZnmMNW4LqskjoE5MrAG2Z8/xXnWa9hWymDtnCCAMjfsMsrvldNyEHuFdTCg7ewPEdp7ALMIiVR5zX2HxSrruJYZfJPi5N/neliitQMKc1LnAY5tjHo1/+nGZYA41WX61OFKXnStPwGkL1gRqEZ0Bi4Mb6+VEpVTR5RW1K8qFP2tg1IIXElfFfuXmqXChuGY8eOZezYscWWv/LKK6xbt44uXbqwb98+nj17hrm5OQCrVklVCj799FOFUQjwxhtvMHHiRNauXcuWLVuYMWOGYt3mzZvJyMhg8ODBCqMQwM7OjqCgIHx8fFi5cqXRMDSic8azmabz78PhSppdGwO/imNYziccEl4Hornl6kWQu7ykTS4QUl7VusonJg7emxJafMB8ApcO6qNH1Y9ZVlDzWyAaNq0pXa5D1hqpzEoaTJv7dfENUiHKgOrJqsulwzBl+hboBev7jS1V87A8zN0AQybsYMbe0aDpy1EVwp47TDq8DY7ChaNlb1+d8AR6Lge6QmgJMefVEZ1mJbdt2xaA7OxsUlNTeeWVV8jMzCQ8PByA4cOHF2szfPhw1q5dy8GDB5UMwx9//LHENv3798fCwoLjx4+TlZWFhYW6AnFGjGhO0wP3WbKw8oRdZfGAcJaD00YiWIiQtQviZQZV/F0TwoCwdfruRfWm5iAIGjGFf4/YTuM16aXruI2HeYNms+jyMtaOM8hQwnKxC2ANyEKhXkqq1g3DkAnD+EH4G5Bpdb+Ghh33YBzIqk50jdZoAxyb5cUvvKnvrlQqOjUMk5KSAGm62cZGSmv7888/yc7Opn79+jRu3LhYm/btpaLjFy4oS6ueP39eaX1hzM3Nad26NbGxsVy5coU2bdpo9Xvokto84j9pwQgnQDyg797oFzNgrhMwGrKmKZdRu0QrBm+4hXcUHAhRXQVDK2wHmRjIEXpzMtKDxVlLOdG7C92OnmR8ry/ZsmUKQ9//HlMSDF7xv1L4BI6Lk/hP9kbOWTzXmbS2zAl+T2rNa3l/kmCaY7D6epWJCzAqAfa1LB6/NIpR7No5ltnenxMsTqaNPDTCgWQ6NolnVTIE7IB9o/uyXi7We76lM1MXJEIkrA8vTdWzahFzD0asO8QIz0NscxtZauWY3x1a478kXvK0Hq78KuiGRHP+YmzcLoiWzuGLRF/AYwLQBHrujqJnkyhCPQZziVZlNa0W6NQwXLNG0pzo06cPNWpI8VA3b94EUGkUAlhZWVG3bl3++ecfHj16RO3atcnIyCA9Pb3Udo0bNyY2NpYbN26oZRi+/vrrKpf/9ddf1H618krd1CMVoTssiTP80kK6xhRgAyzoVVzZN5YOxE1wo8uE3/DeHcVZHcX3yZLBWgjiN7cghNYihMTQLeEkm3pDsugA45ew8P15/It3Kq22s0FzeQkzhObMGJ6H2FrguK68mBugkxAGAxojegiEGXZsf6XQCRDOiOCySsXaVGAJzzHlQwqPh2MR99XDxgdajT5DghAFsqnMnv8ZexjO95/lMYGNOArp1cYwDAOOT4GhQCvxUqmG4QEGcnhOP8bwfzgLd19ow9CNc1xoBwd58Z5NHm6wbcNIWnGJekI8N4Au4m9Gw7CiHD58mC1btmBmZsaiRYsUyx8/fgxAzZo1S2xrZWXFw4cPFYZhfpvS2llZSTnkjx6pp1tlUOS+eDdeiZhSYqB4LiZkY67zLmQAt+LA99wm9gQPg0XS9FowU2gRlcwaGvA/HR5/PNBYVaLgLGCNqMMjl4cc6fMY3b5m7oY6WaZ41wjlqWr1K4PBEfBbDvQCBkkvG9qkEeDvjJSFfgpKr4qcg3KW+kVmDl3Ef1PnMW5le+CAkjxGLiZc5VX6+p2l7ynYernqlD4rjRyk6jJ9d8fj2i+ePVbD+JMWKrfNlaesgCRRMskJaABhMdVLVL0kXuMKw5/sxeKwVJ39RX02PcOcZBzoOCMep1SILE1vRgW1ecRw9uCQfpeDdfpyDjfddFQH6GQov3z5Mr6+voiiyH//+19FrKEh8ccff6hc/vrrr3OvCkmVGNEN24ARwge8zwesRV4BQbjFrwj8iu4EYcyAxt9CsN/7xdbt4B30K4erP9Zuht2bXyEX+FLfnSmDroDQVoR2KaTnOoCpdh+tnsDlK03ZyASor2nraFYKLqzkZ0pKmDhBD8586443P9NDSKRqSfOWzFng1khpCn5Q7gH+azKzzDbtgRtJ9TmDOz4dw4iJ1XUv9c/Q7P3E1pJGmuoSb1peLuJK8goHgGLZ+mVhxz2adb5LWAz4JIVxzslN+x3UEVo3DG/fvk2fPn34559/CAgIYNq0aUrr88Wunz59WuI+njyR1DNr166t1Ca/nbW1dZltjFRPHlEbax8I2AcHsqVSa7ogv0RZYfJLu2mCzB4YXWjBCVgVV+DjaQT496KgrIsJHPLrxhd8zGv8iRtx3OEVTuNBwon2wDENe1BJxAPhIFsIYSHa96ykYfhiIC7AqKFILt/NAAdYaPIZK2bMK77xKVgbrd6D1xXoawVm8tHazBMO8Sop2JVDDDeHYi8XsZKYvCPXcOcMkM0DbLmHHQ1J1PQABksOBTGDXgdyGD50D3G0K3Vq2RRIpR4pNECuDlVtac5fuHEOqwPPSaD6xJhWhFxM1K4bbcc9PIihJpJt04B7YA997SGjiVkZrQ0LrRqGaWlp9OrVixs3bjBu3DiVgtNNmjQB4NYt1VUsnjx5wsOHD3n55ZcVRp61tTV16tQhPT2dW7du0apV8Xn+/P01bdpUW1/HiAHyF80J3TEYJ67j63Ie2WV996hkrIHFt2cwz6zgPmibc4r/Cm8ojBy/OiB8JoK3fEEuEJQCXCdJ5oPr/IvsTB9FVt0cJKNQZ2k3FePWJoQWz2G8gDhZIOYFzDoe5QFCdxH6A4QA91gpjGKl6afFtq318D4xtRqUVBdDiWG9IPzIGzxCGg+fYslfNNdex4+HkCQ4kzR+AK02XcK8mgta3wMO+IAjiYxNSGReS/W0/Ko7Y+N2caGdNH1snDPTnIEc4GWL+yTIbx+HGiDegf02fUnGQb+d0xCtGYaPHz+mb9++XLp0CR8fHzZt2oQgCMW2e+2116hRowb379/n9u3bNGrUSGn92bPSg69oAknbtm355ZdfOHv2bDHDMCcnh/j4eCwsLGjRQnXciJEqQhK06xZHCg24gz0v8xAHkjEpIoZcVWp6/kYXSQxazvktMnoOhJ5x8gXjgU9R2kZBhAex8zuQFWUDbMKwcyRvAwtg83xYrv29uwAjbUCQl6PKyYDv0g0j/q058K4NEAi8B8ryJd+pFO1+vFVG8XmPEmggJV/lG4aZ1OQ6jlIg/OMy2qqF3Bce4UEc7bDnTpUWtS4JSyT5EUukUo4JQJsoaNeyYLwpSibg/iSBp1aWqCjvXb24IyXqGJPqyk9OoXwBU1P406apWrGFmdTE2Rm8E6VrMw1pzCtsHd1GumYrg5e0sZPs7GwGDx7M6dOn6d27N6GhoZiYqH5wW1pa0q1bNwB2795dbP2ePXsAGDhwoNLy/v37K60vzKFDh8jKyqJHjx5GDcMqTCYQ4w8D64ZJJbqAMWxnRLNDDKwbpvRpY3GWEAP2FpbI+DMIJiJCV/nnZxEiShBfiQgjXOgNAy7xor/Dj1oALy0tOG/m20T8/PTdKwnfWfDSKhFhqQgPd+r8eBdxZW9HXxKE5kglb7TE1b1ECZ7sGqF9MWhDwAPoexFeF2sx1b7IeHN0W7FKPACngQe1qLrjjZFK4yCDuJHrwstiM14Wm3H5sQvH6aFW23O4cepKWzpmvYRfDWm2adRqFPt6WWzGqBWo/zJZQSrsMczLy2P06NGEh4fz5ptvsm/fPkWFk5IICAggLCyMxYsX079/f6WSeBs3bqRu3bq8/75y8P348eNZsmQJP/zwA/v27VNUP7l37x6zZknyJoUFsY1UTcKAsHSQHQH7bneoH/eY9deqRryLGVI8WP7NWxvYWSw+5SB8r255jxiqTh6k3B/jKMAT7e3VDunNmXFAkzNI4hlAyCwIpsJ2kaP8cwvN40ftkLyFjAFcE9F2QStH+YdmKLJkQR4EH3sLKpwWkl9mMZ9HwC6I8JPKLFYzagM3WssTSRqEKTxkYekgO4WURV6EDKQrzjS7eDyoHSlIqUZXqTxfjvapSaZU7i79ha9IWSEeUpdfeZM8THhEbY1mtR5Rmx/px9UazfFtshfTRMANfuYtHlGbp1iyqOsy3eoLFqLCxwkODmb//v0A1KtXjw8//FDlditWrKBevXoA9OjRg2nTprFmzRrc3Nzo2bMnz54949ixY4iiyLfffqtUJxnAxsaGb775hpEjRzJ8+HC8vb2xtbXl+PHjPHz4kICAAGM5vGrEpSCYFLuNnDNVJzPuHWCJ+CVbzkyRFuQCLwP8rL9OVRYWgZzI7EK38H5c6q693U7aBUL75xAkIE2na5d3H4L5VZGTHdxIE85rdK1N2g7Cm89gtRla9dzJ8UsB4W+RZm3/YDh7tBz7ZwlDpsLnxdfUf+0mDarEq5hmnAYmtbhPU5swwuLUa9MeGLQDcIWnnSGo0EtPz45RiFfcGe68nb2CC1XRODQlj9nxq2EapIS/uNI02qA3R+g4Jh6aQeiCiolhPwKe9ocpnlvgW5hnX7lxsBU2DP/55x/F//MNRFXIZDKFYQiwevVq3NzcCA4O5tixY5ibm9OjRw/mzZtHly6qaxIOGzaMX375hcWLF3Pq1CmePXtGq1atmDJlisp6zYaOKXmY88z4mqaCXQDhysusKa7KBpKvyky+XJ8Dm5MTbBkzBUJkeuxFZWMGWMIA6OZ6Uirfp2FrKPl3+31EaxA2o+34Skv5J6DOcnCX8a74HUG0JpOyY6zk35izvi4gfIdmkY7y1mpEvCxoMAvs1pI0YCp5B/crpjrNeabB8Urphx/Mem2BIn7XpNBApBibDIiyrpWy1qcAspKSrPPyz6vkKc0/F42AP0Y34ze64N+6IN3eDJDFAi1gz80xCKhbRFj937/S2A2y8LI3M1IypuTRKvsSe0OkkAX7BX9zhdfKHQufA3zxBEyPQuBhpFh0U+nqyb/Oi2dwaI8KG4YymQyZTFautn5+fvhpGCjk6elJWFjVL4jVnL8Yu3sXREKUMXalTGTOsPjKDGrylFm261kgd+1YAoFXYKDzLg7GjGRJZ+Nbb6XSci7LEz5iYp45MRqOJooC9VZwZopikljn2AHjHsMIq10cGjMCkJHU8XW+Eg/yX2ZxS0goNfd77g8wZNAOZqwbDaiqOlIKb8/l69Ax+F8TKCsacf7cIFqJA+hOIDYLs8h3GAbOCcLSQiyHVE1hMuFtCPKdj9nnGcy0Lcic9+Q3+qyLhFOwtyKH0CIfmYDtViAOtq4sboqbAXO7AdOApSDTMALj6UqYnbu6YEEcnJDv188nidebJHEmRn6crkAAEAQyTTWUPp3L9kXD8Y2eoQP/txF98C47aLnwBoRLr68xwLB3TtPV8zQ/Te5KNKodXaVhCQQOBMbD5UGS0kqkWycm/Xha4UjaMUVb36A4lTVlbaQIjlzn1siKRwm9MPjBPGEF1IKAd9fDRmmxJdDF+QQnhV94R9xCW943GoaVyefQRwjW1DwCoL0J/DSrK/9Ql9HLf+CgliuElIQNUJ97PBbWAXKh+1gZ4QJ02HyJKwglGoZmQOAgGT8If6KcfawejUMTsRRC1GopWwosPZTfw4LlsUBLIE7jwxciB7JksBly6slgWcEaVy4SNsWwoltt+8Eq30kM8d2P48q7xQxDU4C5MK/bbBY9WYbZO5q9IAY9AZaqXicrNBFmCTAH5vWazaK8ZZhpaBgOWLSbe8Leclw5RgyVljE3WDW/QJs2DbgYCh6h0GbyxXIbhiyFea0LppCP053j/QridO7N3iSvcq59jIahEb3jCPidgkMe3UrcpjdTYW4MPLZh+Ibt+G34FpDS/E/+pxvwC6HL32O4uAefo2Gs7637hBWZG5w611YhgDoHT93696sJigL13eEO9lhSsth9x4XxDBZr8Qh3peXtWAXtSj9OD8BrAnAPQvbrTgy9spA1gD9SmjGBqSCUVgavMN7Qxxs6Q7P5f2BCLolCW2AVrAig24xD/Adv+hyOLGgSrlsZdZknREZ1ouu10xxoVqDMaQNM9QQ6w62Vql+aL9GKAcF38b4pX5AOMRvhOMByWJS1DNbobtYgN/84uctgpfw4c8BXvM6dIteoKg7GD2SJhseU+cJP27vSJzySTd0rFlTRCPDvB3jC7/atK7Cnao4nfPDndnnJSaAhDO4dimshcfh32UHLwzdgnXL4iQswaoS0j58UlQvUIxVb2ABTI+GP1s2U1vXgBF3DTyO6wX9tdOguxGgYGjEAXAEhSwRhbSlb/QWcA2CvYM1eBhdaJx9qP1nCsE/6wK19HMZS9+Hzu+AN4f+ACPmCXMrjRXrRyC9Qfx1HcjGhFZdK3HbJfOg2/51iy3OhzAesl/w4rlykvZBQ5Q1DlkNr4TJSUUB1fbTeDAjbzQQ20K1WOJlZUG+DCBNtODOjFVFCApeA84Va5KLbcIysI+AtrITFXjyxEjgrT+iwk6/7ymoSAY8LZgUKE4MHZya7K+IiHUhm7JldhMXCkqNSTJYuQ7ZzgCXhYBpecJwlIdAx5AO12i9H83N7aHs3Bgrj4HIEPyNUyDB0AZJ+bMgO3iUbc5USPUaAfkDLa6CQoPfgN9FTyTBsueYGy6cXv188gahd7TlBD41jDB9gy4JuszDplkd2EWWArnGn2dQd/N3A7pxu5cuMhqERw+AxqJ9/XJK3JEfax+cWvPUY+m6GndO1nysoaw1shzHOXyPtvarkTRsGGQkw9vIubre0YSejSt1W/osWoznguxxJLWQQyFSMkxkJMDZ+FzQAEkAmf5KL9vD2Co2LDCv6szhdRlCEWLDwf8AGVQLkltAnED4pWPINb6ptoMq6IknyyFnQehaMO0vJ179SazgEFl5pOHKNmmSS9kTymsomBCLrvBwHPmJqV0iM1LbQTunkmb4EpEAI3HzcFFn4Dck9mAtnrVx4Sk3Fk8kHaOMJuELAnfWIRZI2hHvwVH6D51A58cVFj1PSNVoebICpMwC/gmUObAD2wQromPUS3hues3d6+aumP6NGMaPDSBFMAaVUtEz54jwGcpB2aQlwWNlT2B4Y5Ab0gpPYlzvxJBcTpbZvEcFbaSchRH6dVSi2WD2MhqGR6kfweiyDf4UNXjy3ERSJKtoi8mInvIVvkYzC8g7PLy7rs8HOBfwc0mhx809FRQ9N6GsCwqsidM5ATKkjuZtUHccV/MaDcFeEQ1GF15a7/zvrwq+FYga8EkDYcIXi5lUjIsI8MBFOK5bcRv0Qh+CI9/lI8KfADElDPmlaNreyeNDUEtt+8M2BgmLd0UA7IYjzBFH/HKyPGMukldtgppqd0iaXV+EibAVTbwbk7KY3RySNxkK0mQPrl4xlUvw2jjVSPY1anYR12gCW81LJqlvYix4DZMLm9dTafAJWeyPaC1y8o6dOvsBY8pT2ExPYurH4y8AgZzh0rht/0bzYdVwRuoWcJGSMdLzKqkpjNAwrmXqk0oXf6Jgczxl9d6bakiJ94rwQKigLYQ0EuCF5puT0IxAph9ZYPKo8ZCJllV5KhgH3wnlS5yVSNXzIpeVB62G/Ez+zY4lJGPnHIR35NmoaVWUgLyCnwOtbYIMzHJcpb9gQukaP0Si4wAyY6wQMghZ8BJQsAaaaWTCkJp82msPBPBgZDsPz9mCelYOFJ0w8BQfz5OXgTkAXt9+gJAkXnZMBRECuDddxJEUeSl+jsEzONfgXv0Js9fbNNwL8uwEjIWu1DaqvVfm4FusNNTTbvx2S99XOA6KKie4bKcYpYHUr2CyD+BAgg/s/NGHv4OHMGhTMyBCIfFIkQasG3MNOEXOuNZzAxwouPpEE2SsDo2FYyfTmCK/WvUFEumFl/RlRjSvgeu408ZYdCxauuYBU0dJIRfgJuGcHpjwvVR5GFQeBaItOWNtD2IoyN9cpO4NAdBDAqsiK8xAWrLJJiTQA/JK+YpvlJFij+atjV/EXIlz7ck2AHcDmJ9DeNAcvJ7ibVIcUGuDXJBFZMuydCY4zEwnR+CiVR0goOIcmcYDqaxQCjLcBYaEIXqALkSAfIEuszz7c+ZPXtL7/6sbO+fJ7eisI/UXIWgJDwjiNKw7iFdY/nsiA6eHErNF9X9Z7jsXhcTIDQsOJLh5urROMhqEG2HEPe+6Qii03cSjXPkzIIzNLOvGeSIGr+UWzXzRsgHdNwNYHg00ZtQTiIztK0h5GtIIN0pRZJopJMo3JAFZlA9e02LFykgDItCS1Y4YUAybFEXWQf/K5hTRdXfIZ8yCGJfHFJ58tr4ET2dK+5VxEP4EQVgnPwXEYXB8mLXAHW35SuW1R72x1oxHgVweEQOSxqDKt7j//XrPzhN14cEHDLFlDwQPoaw/5oXcZ92CrijKF2iL/npZtAOoh3Xry8gq5mEglKotaT+mS1FNdHgKQhwlXac5TSXym3NzBnjvYM8ArnD4ALui8ZKXRMNSAKbFbEHuDsBKW+U0v1w9+hN50yfqNenKJDvu8O3ja5rAkXdu9NXw+sgG71BvcH9EEphsn1l8UpjaAtBQLbOKzsHQtyOk2IsXQ7XB9nx1z3i+27qclXekrrAX2abzfaKCxkMXrVvFs1WIt6/KQ2A7EGULBdKgLhFKxEmJVFf+BIASKkj0Ypf2JwqkOcP9mLaJowVWpsneVpO8VEL4W4YH0t83m26TaN1aZdKYbmsP/BtF21Cniwt9AHAHHililW5NhZK143GtI5Z8EZzh7yoX9DNFKD75xGI2HGEM4dqSoCqrWIkbDUBNiYEEayE6AiZ96ogg1yaQmT8nGnEfUJoUG7GcIpuRRm0e0MPmTAQ3CpTioFwyhCdzv2wR+kunmAI+B1tD+jvQGqMrPYg3Ulq8rfJ+bIWkIe9QB+QugEVU8hDb2kHgHLqNmVmgDiOAt3FqfozZ3ddY1ayR5DlyoMuWqc0AqK6iitKCsSSTUagOPr1PyFa2aNOTpNno2CkGeorOy4O+BgLvvGe5hVxC0X0fypj1CvRzsqoYN4AwwEvn0sUz9Vq0pVi60KJbyrXGHnYxSxG8WpjaPqM0jg7gmSsIR6ToIdR4MK9aTn2qUdksGTQBdG4ZZgBtwqwdNR13mHb6DUNicJl2bhbmOXChdfj49YqCNFlOjruHINRy1tr/SeKlSjvICM/vOaqb1/ppZ4cHULDSQt+ISAfPXM6BzOAf0FvxdzQm5hPCeyOfiCQJL0HIN8AD/mzD1M/lAKmcscFRcjfleEYaULMD8wuOXgfCNyPfi10xUU50hLB58vMJo5nJX49hCTQjwhQ/EKwgNRHigS8nmyuHWRBCPC+wVNwCB+u6O1jgLOLvcYtqYr+nHYbIx5+wSF/xvQ8BQffdON0ydBaOz/ka4LaJ2TKHvVP4WRyPaCewtI1kr0F0a1y7va6oyQ7Y2j5i1P5hJ3bdxaWXx9oaAGeCTa0avOJF3en6PPgKuog6C6C+Q+bgen7GQTGryx6Zm0rVZcj2GKo/RY6gCAbGY8KdJ4b/zJD0jVeKghfWHTMmDgyA7CjJbMOlW4GVswD1uLXzBS+LlArVAer/VRYbvLngbTvrJYAIqvTD0hmUO05k9fjWWC6VFlkDj1vD1iGmwR6aDflUnVkEfCOkjY7vrB0oZwvnF3ot6EWOAGE1rzKrAstAxQLqCcuTLLAHGwy0hh+oiOr4ZsOwMgQPDJK9RPBQ9C+b5c216oHBPpGgs9bgNyC6Dy2UYvCGew1b92M8Q9tsPYZHPMsz266f+edHrqyj511u59jEN0i0uAhvU79B0uCykl9nCDKAXLHCYVaKWXg2ewWZJrNsQS4haInn8J5psADeZ3vpxHDg+WIpx7C4eZzPj+R+jwB4W9VtWpue2qmI0DFVQ/34q8+cHFVsuyjMMr4VCgMN6KCqF0gB+mtyVWNz5NFle00mD+/5FIyYeUi9a8hWTmeeyAi7LKr0PT1fCbFbDEWlqQOYAQTen8CoTQUit9P5UF6yRe3tGA4Eg03KSiDdgKrZnNR8D0ovbzhA/ZGNg7izwW/4VQswkMOicW82QucO832fTgIkgJALtcRab8hmLFNv4LtRPHV5ZS1iQMIvf5ckNr/IXy71lyCLLaFiIFMCiP8zvFcTlOU35jkpKwVSBzAGW3ZzOb0rJP8rsiRnDks4lG1bNgTfF+sxQUaVmxo++wCat9LUwMk9gBtwealOqwPJTapK1C+YelrbXVvKUNmgEjMo1498m2/hhxGiqy4tdVcJoGKrg/n2QLSx5/TaA4nYj7YE3Jp+RMr8+A9lW3fSvuhAGhAlZDGQl8w6tgAGV34egJ0Dh33oMBApfYhyMKoYlwEpY4DSL+deCtD7z2ckKrOadgcUy+RIzOohTYEww55c7s00wpdr9htNgsTCNAnHusVzZ3wyZT8EmMj10C4ApIBPmUzAwjmT5ERloYBimAbJIsI6EAM8bStqhlc54mCN8QWlndLi4nS6MKdEwdAQcI++Bt6p9lLzf8mIGMAvmDZpd5rZPsWSJ1WxMR+QxPz5IeQzUM3ZAnbsZ0Phzqt09XEUwxhhqkRSg/vTHzDoQjHhAeV3OYZi1P5iFacukgF81eBeQTZZKY+k2B6mak3WJUau3Mkh0QdZS9SYyN+gvtmbIkh1glB6vguQQ+MOXdBa74nbjD4qHhlcDgmGS+B1dxc50FTvzgXgAKkFHTS02w3RxDRYPpyKNXOUnEyAIFh1dBsG6m+q0BGTB0FnsWuwz8LNdlKU0u3e5Ly3EbsiOKI/P3oAsBRJEX6VyiOXGS8Yb4r+40sFBUk0pgRyAVdJ5G8e3Wjhw5dIekCVBhjgMJpZRmeC4yMzfF/FvsSGziuqHGqkwRo+hFrkNLFkDpmuKx9csSQdLHwhsCXYJ6qVSOY+A4OD3GcVOGgmPq1Xpp8plF7sEa3bxA+K5FtBOxSb7oJPwHVJUyZ+V3D8jWmHIcvriA6yiOlalWRIDLYUZFH63WaK33iizJA6chDlk9pqD4CVC1KUy25REDrDkMJgelsKQdYUl0H3yQcKFJBVrk4E/St/BJ8sZ+MlguHqco7ykGJ+9neUSNFvXoo1fqNuvhxgnDOQgZWdoL4kE00gInHMX0yV55a7Xqw/61gHh/0SQqXPeFrBSsGYlfyOuEPRT0rEaYzQMtUxphdwzgVuXYWz8LrgDUSVsNxJo5Qn4wiNqk4dJqUHQ1ZK6MvgfBVfoIWB1CGAJnw6TXsvL4idgxU5pJ58MgylZsFZ5E1lr4FsY4/Q1kgRIdRTHqAQi4FRmW2Th5+FbIA2SnBpqtAsz4KMaYO0OF6LLo9ZXuOi9mjjKpDhg+XX2afc53B6v8YErhRwMTwh/vg0I+4BoCJkLT6Oh7+N9/JzuXaGHdWnjaHlpDwwKRqosAGAF03YOoPzTlfLrbYWA90PoKY+jPevmAi9DxX4tM3CbCytgHY78gHpXtuK8nYDPZgSRK7cL79Spz16G848Wa/hqix6A13ZI9G0s15dS97xlADmVYsWkAk233uezocsAMM0Djipv0x4Y5Aakw6ZrUptGW9P4ZPRyDtfoV6XExY2GYSXzHWDnKt28JfkNWy2A9Z+NlSsgVkw1varS7Z9DfCEMVAyGHj+CsPoZmJohNhWI6VH2Pjx+AGHFc0BAfE0gqnFBdFY+4RffoLuwGam+gi7FU6o5Wat4Q1gNePOGGM477NC4kLwNUnzZJg9f/OeGsG+pDvqphBmTrq3ifWGGwjOVgiQGbUQ9hAQQ7J7A9zV5YCLw5RP4WBjGHIq9g+mdQS1BuCtCu8JTxFsrvuMN6zHf8CsF+ceZoCLhRDMsWX1uAp2FrzmP5v7vVTHQoFDJXl/n+zheuc4/uFWwX9rHazQI34kwJoKKnzfdcBXYNA4sxxUsK/r8HuQMh8514zWu4CncYpe8TeNxzxlx8xAXHIyGoZESyEQSwiyVOlIZnBeFNGBA/90cGiBTLPsP3hykwGvgEQL8z0wqT7RUvWLiHiHAHgHqAkFwGghoDXSGW5ulpHHpPP+E0VNYUTLIr2FyDUeFoK4qSSdHYKAJmMlHn8xsOID84XcROnnEwE1t9s0FWo+SpJFOHaOw6edAMgc13NssK6jpCxyGJcmGKfdRacQB02viMvgsaXnSb2iwhrUFEAvqjR6akAJaC/SxhloBMAAmPBH4vJx7yUB5RLuWCAPTw3Csc11puxpkSxMleqAH4OULadstQABDr4F0u4z1Yip4cJr61x4rolNvI0U79z0MQyd8zyVa8SctdNtRLWBMPjGid84CW01HIl4XFB97IVLpgRsSCuJ/BMR/C2xVUzsqZDeIH8vbHAVXwO3iSYSfREzFOjr4JkbUwc8JbuS68EtWN37J6kaG2Jh3raQXhAP+kCskEqJNlRnHUYifCYi9BPDtWaFdmQHHHvdC+E5kws3VKupJvFiE9QbxR4HYWh00NrCNqMKVXx91QIwTiK2lvb3uB2LqgigkKH2yhCS27tbecTTB61sQHojYCk8pPpdT9fgyDZKEx0Q0UzZxM4ADE8FUSMA3XE0xcz1j9BgaEC5IGk40UV7+iNp41kiHbLiA8rSCC1JG3HXU8EQaKJnAl3moFqCWcxXNtbaKtmmEJNPAA8jWcRHyFxdTXuMKbbhIMg5STJOD5B24jvSbYAtn6MBNHADp+na2uQVPpJcEVRP6zYFRdcAsPwNxBJSaolmYhsAauBUNXBUhRKZY5Up3yYlUwnFynsB36dKb/0CgjQP05kN4LOPrG3PZ6DZdMaeUmgLf5RleHKAuiQFijJWbtIA18C60tsPrcC9kl7W79wyktDpDwAPo2wAS/RrDuCgMp2fqUdIzN42SfdH541qbJKAKVEwxegwNBEtg1HKwExuze6iyoN8RenMty5m+SdIDVqnNEmgkNsZvQmX2tmpyEbji5YY4S6CW6X19d6ea4kLEtb6MaHGIMWwHYN/ovtiJjfFdQLkjZn0/A/M1IsIg+eeGCFsjNNrHQUCc+hLiAkH6fCbQ31bZ/ew7C8w3FhzHfJuI3wTppeJHcTpCb5GjwiBpY8cUBLeCbRunpjLVqZxf0MgLznjixS6IvQUu9Nd3X3RL3yQQ3hNp4ZSMFOBTdbAGRgXLn7mj9d0b3WH0GBoANsg9hf3g/xhTbH0KDdjDcO45/UoPmyjOyl0S1oXaLOq+DMeN0pvhi+Sx0IQMICQabOVBUB5AAg14waPEtIwlxMGFRHBNeww2cA43zuHGoq7Lyr9bN8AHpLqyl9HoN8sC3MExGsIOA4chEeX7xA4p9pFxgMslYJe0YsMkiICuG6F5ymLYLCvUarNS7kJWhAz6Qft1kmfUGLVqGFgjeYJxQVKhMURMrXl9ZhIyA61brA0cke6zEKdh8PlaKvaksgRcoKEZPNFG79Q/Kt3lz9xuy2gUKsUQVrd73egx1DOOwNQVMCwFfmjdq9RtL9GKf1It8L8pFUgfdRsOuUl+6fARb+B3G6bOkBuMRorhCuSJI+l3WVR8Zrz5FbpVS3vROIhwSaTt9WcMstmltb1mjAbxnMDX4vfAR5o1jotC8Cr4zX0epjJ1tfImk7bDgLuPEbaJKKdPHEOIEGkWK/K8YRlKupcjEDqKzBTjCBioWReN6I4AT1gg/oowWIQoo3i9PjADBokW9LssMqbvHiouQB/I9+I6xO8FEudqoYPlIGp8e/xvQsCE8s+EGCpGj6EeMUPyFqbNsOBLppYpRvoAW77gY+ShWUr8jDc/23uzaPwyTKvxW2d5sQScgbYndkIPmZ57U51JgE+Xw6eNOBTni1vbcwWrTOUDqKrL3BQlrc6iA9P6bKAdBI4P4YOG2+GuJn06Dn4FcUxZuHBbtMFyeoHH4nff1jwXdlA89/AqyGRqSt1FgF8EiX6TYDsYszEMhH5wVvDCcMurWUoZ09X4/dQUmMI6aCkr5x7MUBoVBsDgjkeRxZbYQOccoTdHHHqzaNwyzDZWL0l9o2GoJ9oDgz4DWgIrs5ifF8Qfs5rxP0bpuWfVDx/gptiNqfxHLjxrRHf0oL0Ik/mKFM4o6XCe8mzL1H3nwRMlod172MEJmJs/yJtC1ND2fMXkYnu3zesNphX1+qTQeGcqo8VvFEs+2fgehqqhZqQ6I2OSuIoJtCDV+DQumfFz+XLTeGryFIB+1OWMoOc+VWOMl6KecAWiFrTnCq/xnmsoq+IhoFsSuOu7Z9WPNi2h7YgTsEcGnNJ3d6o5npwJeon1gTA7CeY5zVas+ZF+/Di0X7EWD7CVtpMnbuRhyrKPF8JqmYr9b9JCH9PgbRmhbxdepupYRozoGD/4qskMjRUXXjQ6bYrERNiikDfdoNfeVH+MhmE143xLZ6bOSYRoWB+pPdnV6oUZzJzLG/8N5+RH3SB4CcYEFO2SCfAZLBq3jLPdXNjPED33yMiLhswNzp5zYSALYG5MmdtXKrVkOD86z2cMN3q+imEDG6byxoQCxYDf7nlX2J/vCgwbCljBsRDNhNjtgEldkRw3p2DRnUKJdKtLf3pYAoEtgf6QMa5qFLc1GobVjD0M5+CSZ0xgI47CY6NhqJLa7P1vP1KEMMaJvnwQ3A6jYahdMoAlIWAZAgG7Etg/Yoi+u2TkReMIdBC2A5HAH/rujTI/wR7BjePItT2NFMKR1AmW7BSyFEuWU/EYPi8gcl8nUrHFJzKMaA28tI7A3Yg67GE4U0ZuYXkhUfBcyjYMCYXFbjPIKyOPwFAwGoY6RuYBrEEqxbQbxIvwRRrcALyPnsWryVlStVySKBtz/qQFfUefpe8p2Hqt6opf64ZcPmUxl06F8QoLAD1J/1dLElg/aywy923k+EBQOpCt7z4ZeRERTUFSHzcgMRELGfwPvvQcTwIG1TOdkgss4xNCD92DT4G4JcB42GonlTktjCPYrMnSulPD1ASeYa5RcQNHpEpNdIYoXuWZvK3GRqpF1SqqYDQMdcw3p0bzvvAJzGzD8oiP+Dg9mKZ1JTf29d7SNikoZ2RqgwjeIm5HO97iZ7oKSUbDUIkMEoREBGKB36le+WT6Zj8fCu/yId8iJr0EzfTdHyNGDIdOmZGECN4koLrCT3UlBzgl3CcWgfPiaN4XOsNWO8QlAmeKVM7JRTuRxNqgK/BHUjN+5i0eUleR/FLdMRqGWqA54NuN4g9BE3BjKrAPQtrw1X8n41TnOnU5RA7KXjxtG4bZmJNCA+5gTxuStLz36kACeqseX63JQXrtySSrjELCtXmEB6epLdc0y8OEWDqQXLQmZJWhObT0hSlAnL778uIyCbAbD2tsPsDQfHINuMdBDK1XlUP+iCu7F8r7b++g79h9HPPTLNavPDgCfQHbflL5zdJwBbxNwExuGVn3gn28Roq8KrrRMDSiNr7uIPxblB4IRdkol9a4u4kbQntGHj9IEoLObwYjRgwdD07TtcVphcfgFWD8w3jm15mn136Vm4a+iMsFmA47r+m7My8ut0UXGta/BJtTgM367o6RIkTYgdhSINW0cn4dPyc4m+TCL7zKn7zGq6VEdQ4bCOEH3lDIbGVSkz95rRJ6aVgYDUM18AHalOb9mAb8B3gsK2Wj29JnTwec/OCj7bArz5g1bOTF4WUe4kAyj6hNMg7U5CkXEgt0oG2AqTHg2usCNNZnTwtjCYxEoaVTGp8Ai0CmZaPQDqmaWyoaFwN8oegLeDSACUyAB9pIV9AmfQEPPJip747onQgg4nIlHtAWztCBm/LKEM+oAS7grSr5pAU8xZJ72JGMg6LohCl5OJCMA8lS2KqmXIE2LS+Sgp3C+2jIGA3DMmgEHBcn0fajr0reaBtwd696O9wQhfC2iFlKBs+86iCrzBvEiBE98nHaegR3wA/WfPZBsfWPgEu9YbTDD3x5M5yTBvEM7ctBcTwDloaXvWkc7NRBJYZJ7nD39zo0PJxOSH9jFqsqbIBEcRidP9oDAhiWLqU1vcS7HFkqQAvD6tmLyB3siTrSnkaqLLz9txjQJBzGQfCC9xVGnD13eG9mKOK3sFfDEs+PgAuDYYT9ITgC81rPLrONvjEahmVgCczlEwiWaWmPx+F/x8k5JYNh0P6ycaDXOdlIgaC0RzrbL2KET2VhhnSyPbBIV14jXITl1yBwN9h/doe6PFT6JXKAXYBZMrhykZOV1ufCWCP1Xx71W6sNA9aFI9NTPVYAWsL/MYZ/99uONellb/+C0RzJozqaeVocp8uDpbw3NYsst2EeH+r3GnoBsUR6YcBaeflTLDlCb5VtFjksY2cyjDoB9gvuKORlHEiGUFigoVEI0rh2HIi5A/4Xgdaa76OyMRqG+uJ6BIKriIt4lksjO7DKqJiiMw5cA7G9QKLYmBZDk+F7mb67VI0ZyKfi/1h07W3oqHqLsHgY4X0IUg0n+1CBVwBxv7agTZoU+CjchFvt9NwnIyXSHkgRfXH/Y7u83OV+/XWmYSAn/u7CW2nKrzRCLtBZMg6MVB6BLYEDcMO5Pg+KaeKo5pB7N0bdDoc48HknDMV7WDrsvVO+flgDAdOAGRDp0Kl8O6lkjIZhKZghvXXk5elClDIC/CJI8BsL+5Ck9PKkWIbcCopgamMf1YmzwNmR0INbUoDL9/rtT/XGlUVBbZEFSn/lZ9ubkgd50v9jgLORhhgrZwkToaaQyIJKOFpRJYISz4d8XDDJP4FGAOn8uQCD926H4bJKPrKKR+fb0M3uJLLyxKAZ0T7dYbHzDI30A2Pw4Iy9OzNtV3Co/3Ot6FaYAkyEeQ6GP4Wcj9EwLAEPwF50Zj4LSGvXSOfHywSYCPNHBJE2x4Iv+Lhc+xnEQTqujIfOsMazeByXESOVSQ7AHJh/MwhCJY2ydwHnYOAm7A2Ci3rtoZy3ZawM/ZCAOwI7K+FwPkCb1aCIQ78HF6ZL74hFuRUKAc7rIVZKYTMiXUN/it2YyMeUoUCiZSzhp0C+7j2m2JpReeYcW12ZfTGibd5mJ6+vTIKjL3ZiqNEwLIH2QMOVV2CmjMoIF84BZHFAHMissqRM53LQ8XI8a2fCVCewTUrVXgeNGCknsmSgUHyVsztsmuyLG3E4B8UbhGHoHHoeG2F9pSUGtGkJ26aN5CqvAtCcvxi7YRf7VCSjbQZYWEkdqyI4u0OLnifguAyprFRlYUlYb29OCZHF1lS0lq8R/fN6dBKrZhqj0I2God65zJtDj7JGnEb77gnIwoGtsMi1oEh3Tgf4ss4k/qEuIAkDT30SjEUcRHp24jjdi+31wjXwDdkL6XCsUr6H4XMbONO1Fe+J33C+Y2eIlem7Sy8k12LBf3cIXAM1c/krhcqY2n4XcJ4A+MBD+f38oiAbD1Gb2pOnhcfOHHqDIGqhV+rSCEL88Xr3GH3WRXKqEo9sRDPm24AwBpiG2rWJ32Ynr0cmwUrtixxlAiyERROWcbarC/sZouUjaB+jYah3YogSbOjASv4S3wPhLkviwLSQrRfYGmwvpioMw3qkYuENm2LB//fTHHcvbhjuA8Lksx2GpOalTxKA20IC83iDIDGC04K+e/Risg2wHCn9/0W7Np19Yc2GD3hE7SpVO1UbrN80lg8Fb7Tzq+cAS7WwH3Vpg9hJYL0AyyvxqEY0wwwQVsJivxnkYaJ2rP3ra5JYPl0KddH2C2ImsCQULEMh4NsE9vsN0fIRtI/RMDQI0oAUSXgT6cJUujizKR54niXpI5UWj/6iPXTVIQPJc2hpPDt6payzv4D5fP39Q1gMxC5Bu8O1JXgHwvSCJet4U+NAc2/A2w1yrsGX6cWnn8yA8YCdR6GFo1EyCuuRyhD20zTxPqlFasZWN6Tx7TaGmHZUnIGwooNc5gpoLcLXL3bcmSFjBkw0AVt3oBdKL13N+YuBHKDmkywAHlnV4nuGKASvAcjW7fNS8Uw/DHNHLCPOqi1H6G2wSaJGw9CIESMGRQ4QKaRzHoE/xQGMFPqh3UeyI7/+3AFr4axiSSLS65kmeI+AkF3D8L23l6Z2xZNoLAG7I7Cpl69iWVFPoSsXaWp3n5B7xsQSg+LtDojRAhfkIus5wHq9dshIadgAttGwycNXMbOWTz8Oc03IUugFd+Ix3mIE/0fxBCJds3Y32O2GUbPO8/Pyt8iVl94zNIyGYQmkAG1nnOL8IRlEXEKS3tUlOWxmPCvGzyNjO6zKlqQYepgA3SATS2rzCHfO0IpLiHfkbyCnYKjH9wW7iZLc4UakUmIDkc7TTxjf9qsSCfKPLPEQ+B6UJIYer6L0sPBZ0KeouLAKHMEr8m21Ek0skYqZOdZQsbIXJOPA5QZNGeZ8g543lVfXtoIsT5Q9E3LqkYoHMXS+c54z97Qvcu8DtPEFLOQLbsLOo2hFfqO8DOQA04f8LZeLUrdk3SToY1fwZxxwdz3av5snQQ87xROxYWgSKYLqLHEjhoMl0hjfqgGkeVgo3WtOXMeVi9Q//JgfkUaOgYBTazhLbUzJw404HLlWadIIafIPMTCU/VzHkVjcDS6sxGgYlsBx4Ldab1CzKwixIrjr+oj3WCn4sbLup+zN6oeZEMaorhAV0Z5kHLiDPR2IpVvHk8TESjKumcDe6eA8vWC4P4AxoyqfkSbwOLc+5uQxUEirlILtRrRLRAsQWwv88agZrYUdQFgJW5oxQPyRg+1Glr3TW3Bsg3rHbw60SYCfWnYtti4FO55iyWH68eeVv6hBttL6XEz4SzEXqUw/DuNY9xZR6XBava5oRJsEEEaLcF2+YAWITwRk0To4mJr8I9xFdBMIFQfzjjAadczU1uJNLnZuSP6pzbkM5nUfAF9qtW/NxAf8Veg4oq22j2BEF7gArZLgkFO3Yvfae9dCSWwmjRi3kSqe1xJr8QNd+JMWWPKUwfOPcmEhhFRyv7dGgqtwgz6+N0je7qDy5VGfGA3DEsgAgp5A88NQ/8eb3Nf5EXOAFHjYiEf5wlwm8Fj+ZtOKS7QjjsRY5UfjRZRfduwAT3n/LyP9wC5IMRjlmS6rypiZSucP4PWWaXhe1q/HxIjmRAAR8SDbmgTuHhDbCMmPk4k01DvKtxSYjLck+aQFLJHuG08TSGzZmGi6lLjtP9Qllg4a7b8uDwlLl8TXNcUGGAU0sCl5m30t+0JcCApf5GIZ6LmCy0HgYBzI4n/gnXrfw4NrSDMxqjyHfYFOTMCfJTEFUYmyRcBwW9gzv8j2uUgjo6ZnNP84U1keU33ishsh3Rn5IuoZSM+JqhDdqQ7592cPK/jDqRkxeBTf6GbBSAFgYwJncVPcqy/zEC7qxyt8Xf7pECmFk5jzjGQcDMZzaDQMDQY7fMWzbA9yhyaScuKBcBhkF6n4lTJSJY9gaUxqDfcv1qL+4cfs7C8NEF7nIMsZejSCJS9QqdWd2fBurSRqugGHwaOJGT2b5LC2nKWNjOiPM+NAnCOQ9HtDXhX+Bi4RJo6jT1AhPTk7tCYj0gPokAB/tGzGz7ylpb1qh6lOUDfhb9I/aVjyRq+AoebPXnMFcYHAsc+86CV8A3xXZAsbhomJ7AnqDM2UVWQjVoI4Q0VqsA0IziJ4a2IYWjNAvMnBoM7QojLUaisP/15w40h9hVxLs+i7mHlJVYeqA32BNkmSUWho96cmhCTDqLrn6dzvPPt29OUcbvruEmA0DNXCnjvcpz2SQ1pXkWqWzEWmKCUGcnmVQuWVcpBnIpeGExxkIEP67ac5WTQG/nBrxp+8hs8rhWo/VmOskaYAM4AvnkCfaDB1cuZX/sUU5y1gNAyrHAeBg0tBlnBXSgeOa0WfoEil+0UbmCF55NrUgWMtvfiFN7V7gApgDTQF6AXpbg3hsky/HSon2wDmg8w0Cuo5w4P2RbZoxGKGqfxtI5CMw6LYAX3FfYRJ1ZMpO5WnOeDMAsZp/RoyCNxgK+MUWa9ve+7EhiT99kkLKO7PBtL0sUpPYRXiKpKzZnwo1N3xUN/dUWA0DMvgNhAX+AZZj8Hysgjusko7dqA9cASwki+IgwgfaXAsiZiD8F7vUHAFm3NANthNTOL1xCTCVFRVqI4EzIFXlvzFOLbiKyyqNtNDRiBmP4gRAtjCLVft7388YBcFGZ3N+JPXtH+AChAwENwOnGT4zs6wMUrf3akw1+aCeE4gy1l5eY1sEDSc9k4DDk8ZJo3TDzOh8UpKnjhtz0jxH/6X1hmhY9mzMEYMh4kmUvZxhrtZifG7RiqO0TAsg0xAFgQEwafiHBbrMAYgG3MsKSSy6QmrWhdUPHnLKYIWnCzVMAwDwo6CLBFCVgzDjhTadI5SSC2YUX3iTEpkGtwV/mTZxIUstV/EGaOHsNoQBoR562bfZoCdG3zjOZprithF9TFVISqqSqfMVC69qwmWAGPgvOCE+pOehaQwLEreSl9sA63FPeYAsnXAOtgivsf7dKbkiMHm7Ix+HZmXdo5tkOQpa98W08Gtoti6S5I0RZM1VN17ZWFo58SQ+mM0DA2GNNy+u8L7YjCbd3+EbCTc2g0B89dDP1jj8UGF9m4HTPIFukPO9Bcr1tCIkbKYZQU1g4Hu8ABbjdp68ht9NkcWz+yqAWenKZfAGs4e2q5JhKPq6xbKJsDHG5Yi3JiJ2v6tPjIWhc2kLg8BeItXufaCVPp5LzCUPNGEbFRpDIEDH+s9EUfXZATDpzYrC57wcbBVj/3RFXbcY0r0FlCVbb9dcrKMBFqtBrrCdRypRyrTor+Go3Btf6V2t0RigGH+p+nqeZpDfvqfIjcahgZDBvjK2OILtcWl1GOOJK+yEGShYHsltUJ7twEytpqxzmQys0+tho1a6LIRI9WEmqNhmd90npZDcLYTMez1Ly6FZgNM7ZrAfrchimVtYxNZO10zdYAbG+qzWnAAlqjdxubQbZyFlYos/N0aHK+qI83wlCxA8gA4V2m90Q+rsoG5+u6F7rHlAYwGWXLJ27Ryh03TCryMrbhUZpvK5iJwcTN4bAZ3vzNGw9CI+tzBnm6bQBYJESGqYw19gDbjgYHwkLrkYULPb2HUTYg0qeavyfl8Bn3FTGoSwqH13XDiOq9fTqTtlURSIstubqQ8vAu3HPig0VrQQeyfrphlBTX9gGkoMjjV5S0i6BZzEnYrG3o2wFQPwAsuuzUtd99kk+FUcFvaZv+EpFyqBgNktD14ih9pY4ydM1LtuBUD/vtDpJsMIBkuJEtBE4Etge4qGvlQIAEHpFIPgkF2EC5s1p5cjawB3Eipz9/YKy035xntDyTAUcjYLDfaSyAFaDg3nUWDlnHMQ3/Jb0bDsArxJy1YPH4Gr46/yui4H4iIL75Nm6EQvOl9HlKXbMxJoQGL/WYAUgxjzRcgFWP5Rhi4cRiTVoDwqQj1QBwlsHylFHVUivybkfLSwxnx3wLrwzXxa+mfmith2YTpPMNc47ql3eJOsqmzZBQWvqscgYxoM9aaTNXY2CzM4uAZzBNeA3agrmz9lINBdBAC2al2CyNGqg6bAUsf5WWZSKFS7IfFLWeobFdYHzCFBiweNAPbQQ+YlLKNfQe11LkN4ChcRx49W4gGED+MpcEfM7vJaiglC/46sHwp2C0Fv4QofmlpNAwNEksgcAQwGUxS5gL/1Wt/sjGX3njGg6zQbMmlWHnRvjiYnLaFp1YvAfCghi3fM1TjuKmqTKb8w2Gon3lTqkjRseDhnQv8l//Q6X8X4VPgqkxPPa1GmAJ3tS/m1APwcoOnifDlEx0IEJugNH3sxHUGcpCa2U+VNsszNeFHk35copViWZqbBf6eWeTEw5fpyobYU5OaSg8jT37jzexfYXfp38ESCBwKTAOTlAWoN95YgnsgfAJL8sxZpUYLI+VnLODkDomxxRUYjeieEu+fGqgUiM6/px9Ri+8ZSjY1GMp+Wt67ASqcK5oiawB8C4v7zUCqY1R0FMyBh/JxRnXYqxKZyMcSPda2NRqGZWAHvLnrKFGCHXBI390BpDeeNdM+oOa0goeX/8oQmAmrrkEDWzDjOQA+de7j9jCO4yp97NWbteFwUGhKDig9LDOAm0I85xE4IM5gnlCf6lPzoHrhNRpCdgzDN3kvjZpov6ZwUfpxmL+Fx8Uq5NjwnNFJPzDPqcAw3MhE6kb9w6R722hqV3q51T4hkewcU9y7WBQ7wHtfGJGCPeqPNzaE/e6NvRBZYsFAI9rBEnDaAZtG++K/OQQz/xdA5aGKM5CD3BQe08HhMS1u/slDXqZl5xuExMC9spuXyd2UOrwi/IVUdUePNSe1iNEwLANTkOuZfaPvrigwJY9XuUo9UrmIqxRUK3cIZqDsuTibDl2TT2PikEsc7ZRiLao7aUjyJo2AAE/AHqJ2S3Ww80sJNue6tMJoGFY6LsCoXkANOHBQuZiZB9DJBOglZRImOTTE1+kuidcksWttT5M2IRlXLtIwPJ3jFDdArYGeR2HQBBXzTvElXz3tiMOR6xBVejlGG2Bqa6AfjDvRB/UkaWyg1lQYAn3iPqhWlTsMDWsgoCXQFY6N9mItU/Hvrv0Ku2ZIXvLmhSIQzuZVF3NDwhXwLvT9UvLgJ3QX+lAz+ylXActk6J8Wzj82FmTEae8lM4UGSJGK6uoMlIwlUlUXVxvIcqrw7srNS/o7tJHy0oAUBowLx044j39y6YNTBBDVBDzqnmXgCxqO7t8AhJUiQqaI1w5998ZIPqN6gTBIRHhVZNA05XV9P4Pfc7uyzW8k2ZjzPUM5lNQNx4dSLXBt458cgp1wnmPd4YaK9RnAgYlQQ4gv9impTU0y8QkKw1RIYGcZKgA9gAYXbyB8LUKPCDV77c1fj15BjBeIeEHyyvRFe8At4STCXpFewhHihRrMdFqkdc9KA8DjhHTt5396riioeVwdGDYUzue+ofh+LqnQqRKO+xMQbQuJQhZbS0kA0SfNgTYX4UhqVzZaVUyiriIYPYYlYAkMBFq1hDF/NqnUY1+iFT/ZwNk06WIuiil5kC65wZ2y5AsbSJXCbqH8JpSJ5CG7ng6+l+/TquUlzbQyqgOmSFG9cfBkz0vMrfNcsWo2bhgngypCc2AQvA0sUK+FI+BTA5gMDANyU+EKzN1aaKMREE0XxZ//UJcYPKhd5zFd7U+TeUfyONrUkdbn5EL0kwp4Vu5Ieb+leS3OouzVLAsTcuGielmP1sD9dU3goUyDI9Sm2f67yOI0aGKkXFgC5090hgcyxbLrNNfaXIMZ0BJoA2R0NSOaLthxT5JjqaWFAxgSTeA3uijiARvY3MO6iD+9OVJYxXVK98PlnzdnIKdIVuHLPOQV7mB17Tk5SPf2cS10P79v+RTNQlbJVUjwbAVu0ottirQIa6RxLN8Qa28Cia0bK419+sDoMSyBHkCguAuhjwgtdVUfWTVHhcG89J5IpDiJRirWp2BH1L721BcbEuI8DIDd/QbQRGyI7wrpYivKbeCWCwxudJSwF0nUDAi5A+JPAuJagc41TmE+SVR8Vlp+inEauQKM90WMqIMYIRByTb0mfnOgznciwnoRcncC+xDeE5V+lwatb5Cn4r31DB04f9sZQexEw8sF21t9LOImVrcnqJEXhfbAsChAbMxOk1GYkseUo1sY3eQHzkx8sV5dbQDfYGgl2uA/sPRtWwLDjoCl2JjtdUYrrfsofT2jW/zALRdtTPJKWAO+K6CFWF/x+Tf/R+nPkEfgd4m9gi8Nut7gVbEhvkukl42JVtDjYcH+7uc2NYh8AKPHUAU1gA7OcGjBCFgt00MPZLACPvnkc8JZD3WUNdayMecIvZVaXMCVC7iyyGcZTWdKN0Jhx2AmUqo/eigPZ4l0QymyrdTADmla5RHSW2NFuArItkKPrRB/3Q0+31tkC1ctHUkfOILKuNFclK+AHKTvqOVHzAC44F26Vyz/t1TgB7Q4gxQtKCdKBlEgfR8b7rsPot6wB8X2lYsJexjORVylp4Iiss6Mbxf5AcFqddsa+VmzUr3eDMkzUNoAmYb2Hjiakd87J3iilw4YUYEZBXeipneaDfCHZzP+xyhAPisUC+uTq+FraxbU5SHP5B7D2jxSPBdskEYAhsJmxjO/cxAcLPkZYg3c6FWf/2OMYlkNnlGTp5hFw/JE7Z4/U4CusJfhPEVSHrj/YxNKTyHOQT6Rzf01/mye5s/SQYtwnAs13eCbOuUrwalLjIahCm61aInwfwnQuWLVRipKzmpr3B/DXas68gDXsvnBqRfDbh6FXRAyU/dZnOoQ6IFUj2kDrFqjnnE4KQosW6dyoM5gEKK0YrJdBMTvzXmSVdxRPqjGD4QLphjGGVOX5nQT63Ige3CxNXtqDMfvr//BA3kdtMuA3wW0J+eqHmbAxFSoIaaTlyu93DzfYAVsUrG1I51EJ8Kzu2G1+7mk1l6UzhAya5hkGJYTayBgMjANopzbq9xmbgN4J2ULO1NGlbifC3ZtOCEk6SEyYxZfif5MuvY2qc6VfnAjJTAQaPMjkAtnBiu99mhMLiacnePCpBEJMBeW7K4+XsNLG2HKnS0F1sc1aTRwAUatBnxgn31fpTaBLZHK9+yD9fNLl8X6NHklTIOnR7Wv+PIIoD8EeK4n51tYWGe2Gq2sYUgAfALtPaIAONS6G6OSwrntZEOK0sS0YWA0DFVxJRU6y/TdCzgO/1m0XFHvVB1i6UCsQwcmztiI7cw0vZs5ZgA+sKDlLOZPC6J2GYahGdJFud5zLFnCJnpd/YXDvKQVwzAFkE0Hpj8vtu7EzYEI/IrqNIL8IVlVCHhZw3XhNhUZ2lUd25ETyW8iUxECK/PcxdMoS+68KsW/xHm045DfCKTHlSb9KCPsvZQRJN+DMs7mK3IEddT1ahNGH1ZbPC+xh5P2g/2sO5JHxRTINUPT82oKMAXmOZcyqHtCqNN7cF1W4ib9xR+R4VK6YaiLEbalGZMGbUOmLWFeI+phCgX3Q/Frrk0DKaTHkqd0swrnoAbeXFMoJrC+nyHsdx7CIt9l1aqm4S5QaTU7A0nTGvIt4wC51xT5Ge8Ni1vP4GPnL7CZ/1xhGJqhPJtWg2ewHWQ6qoGcA8juAftBNgjy/EzVsD4tYSZ86jFHsSQGD2Kc9Fv2rjSMhqERnWAGzPUEJsJtXxtyMSHSqRP+u07DCdi6sfjErSUQeAomeKzm6yXTqNQaGmNgu7ia1CJC4HewJ8hFBpeXw/eBrB48QbEuIGUVzxvupuQpaEvYE8jqYROYvncjDF9OuSY2WsqYkbAYB5SLe9qyWso4UgM3zvGm+AsPeZllHRdCrEyNVj1oLdZgvBSEoJJpdwRU5cU3Asangr/Nl2zzn4R68iv3sD2SySRxFV+tm4FsSvEtYoBBE0/SzeskkTlfcpzuLH5rKUQYXr2VZ9TgyYaXkHV9DktBlqjvHhVgBsztCowvtHA7LD9aDacutUACIDYTWCVOYkneXNJWNyIQV8KRTmHjYKCrFP/tiHKwrRkw1wOYAqwBWaxcJDsYkCdP4QAhtKm071MVyMWE23NsmNskjTRfC/Iw4dcabzLqh8gC70ID2I07NXgmeQpDQVyp+76ZAef9nFn2n4XyGC1Vd00j6OMPA6C9Z5RG+6/BMz69sxKVg2s3WOU+SfNOa4DRMDSiE0wBFsK8bgVemeN05/iI7owb8S2OG+8WM6esgS4eJzgp/IJ6hoT2kEUCQtHYQ2l6KChiPnhbcnBwd2KFcMW6vKSvEfiZkg1DM/YO68cFIYy9YjLD6EG5HrsbYIQwr5h48T+of5bacJERdoc4dg+WXV4oj88rCy8uLhWQzS15i5KObwe8lJkJwuca9DIF+shYjyWviR/AlK+LbXEWOLsR2AiMOY0bp7F4OJOsumoeohLJxpzPawSCHyx6skwyDAwES4DlMM+j4P5c5LYMS1ejYaiK64CsCViyntQj65kzYx4d98dzFGjcC4Inv68I9ylqGJoCfAbz+s1mkdUyzHzAqZtyGyOq2cAE8C34O5ouRA8qnrH7Mg9hMpXqRd/MeFghK2WLxtgcus0EkzK0qlRgTjbMBFlo8XWylmCboNswN6NhaMicEgn+bhZ4ZzGl0VqNppQrmx6AVxL87tRasewbNePAGgH+P0DkoE6cXNAN+KVg5UyBPLEbsrhwDrTTTC5EG9wGTnZ1Y7IYzICt04gtvHIh9BLTuUN/lW3NycYnZAYXAJ+QMNqLczi70QsmbgJ6wK1XeMk0j+cN/wEOQvAkWk/+vdh+NuGm8VR6SjRMOrBNIXzONThzT/o+ca+1wFcsu5iXB8FUIJRPA1zhp2G07i19dxPymHb4k1LNSVdg2CmI8mjPv9nOb2Iv+vM2r08opVE+teByy6YqV823gZTUOsxkJgjlG3xTgIZz01nUb1nBwq3l2pXWsQGmugOekOjRWGnd5dZNmTrjBkTB+hjtlzesylgDAa2RtEZuwtLoRRBcMKGsbk3s+0NrMXfyYxitXIpRFe+yg5bRN2BdRXpuRN+YaBDpWJtHTH0SjEU0iEdUb5N4Gcbu3kXQU6Cmbl4sjIahQbMUfC2hVgD3HtkZtGHo5QbCHBH+l59UYA2HRvFp/zmlNQMk7S7BTgRhE7BceeX3yxkovA2yEzy3EThbyZH+CUCKcJ6JvFm0ZyzfCsO3Dim1fX6b5WNg4pg38U8BYeLPMMQJcZgA2SC8LcL/XHg+WmCzUHwfp9FcenI9YF0oJyWHAk9QhpDIVDUkZXOprMn8voj3BTYV+u5lRST2rAHCKRE6x/C32JufhHRe3w7LNkxX64jPVNRUBRA2wyvCHWAbsEGtfRXlNrB8KZgtLVhmKF64RkBWBHxhNb3YOdjJKMxXPGM8m3EUHhsNw0I0ADgBqxpMIiBwPav8y/ebfsWHmAc/Iw8TlXV98zElj5bzb7BqoXSc6pJ4YqR07LiHRWdYVUo1pe8Ay5GQCti2KmGjCmI0DA2aHOnzOIVdMWN5yVGKZq5Z6ykDrQ7yqorUklZcojdHsAnJ4mcd9swT6NkasJAv8EMSYj3uL/1tAS+5q46+/g1PfC/uxVteqFJ0QxI7Vin+kSktfwCCnq7Wkowyec/UQrHtBiDem4avJ5GTDqZ50NAmibufeCNs0K78SUlJPoanb24GqcrfXeYJLCy0YB+sX1fgxbqeDWOnrWeb2yTqPknHzx3oWrYXpiQiPToREHWaxZ4zkEzxiplFmWhmOFwHpkwOIriWDPxE1FYL15BHgEUoTB63jiMmvbmAK578xpvZv3KxhitH6F2i0fwi8wggFD4cvx7kIW59AQ83wA2mpn3NUytJ7cDq4nMuPJGm6yfVAGs3IA0+yV5OTA0PflY3MDhXd2Xiqjp23GMgB6iXLXn1rdKfQ5x++1RAI8AfOoOjiXqxhfVIZQj7aZp4n5T4sn/3TKB4CqX2MBqGVYKt0LkRz+UZcY9x5XBWPz6qsbbYlqPv/EBEI+lBc12HPerZC3YfGcBD6gLwlJpMYhWPxhZo6tWjuA4dwFLmMMZ1D3BJviQTycdV/dk0H2LnC3TYBMI2EbJAnCxwZpxqAZcXETNgWdR05gj+BQuvOxO7zlyRzHgQ8BM+ZDkfYnEFNv3uyz/ya7E8eJ+PAa9bSD7iyq9MGwkMEgJZbhVI3Qfp5NTTzXGuA5v8obF/DiMSDnGhpSt99key1weGTT7PL8Fv6ubAVZwUYNN0sJ5e8MrgMQ2+WT2a9xJDibaF2/JHdQ6StkEjwDoOtrUcydi5uzhk8ZxRq0/y67Q3i2UgG9EMN85Rv9Z9pcxv/WiKqqIHTcXLePMz9VAvHMWVizSxvU9ImmF8D6NhWCXIRFlfL4f07305PKofo9jJW0QUrDoqxeHp/E3znnQxX8eRWNzJxhxbHkglnEogGQcu4krCifbAATSKGIwHNoFsDewMp0gBJdW4AsN6QbH47jxIDJVc8pXNbfmnwwGkZIRcYG/FNM+qPikkTmuMLPaW9KcpOPAh0i80Ejq3wqvpMTKRYuT6Ajby56pNHXjS5CVu4qDREdsRp5TlvbzxJ+SwD/X8qR+Bly3jCNTaFF8Okjma8gTsbFO4pXIrD2jdV8qCnFj+Y91G8oD1fSxfkCppfA6Lhf4cplFMGqfKv/tqhTXQR/7vcYqMO3WkMe2+cy28Gjzmwj0Io8BTnANwBVxbXoQa0MMEKKO6qil5uOVfm+oMctWA/HvauTX8jvIb0WtcoTlXMZFL1+TT8Vo8UU8q/xSZAXPtgV7wKv1RrSNkhj3XiqlIlIY52VxNMxwVXaNhWCW5AW8f4+zbHqwRp2ElxCvWhFE50w+b4sBDuEGfoTdI2WfHVV4ts832lH/zvGEWEIHGt3REiBRT9jmIFgKyw2U3GeYHgqNYPFSsLqSKliBkqWhVOYQcBPGyFFQXYkAyJvphHy2EZGhYaJFwQfr3qgvixwI5daW4Qx/AVrTgDO6AFPT/J69pdLTaPMJnaRiXCmVbfye+y0gGqdW+m3iSE14DSREoRchHB4zvi+ggwGjYpGb5QU3YGgPthSQikPTQjUil6lqlwPkGzvi1SFQpObSDd3gt5U/6XIvkdjNJUgmkWvbHBoMjCbAPzuZ6kYxDqd7Cujxk8MyjXCpBqaQ6MhCoJdbiEJ24REHQnCl5+O7ey6WRxdtEoQ+/PjQF3rm9hdBX3isYo6ohRsOwSpLvX7hObR5JgqGVTH7MXJs0ir3NFSYPU1KxJRVbnkdYAf9H+eK3rkKWDD6VwbtqNnEC5kMxuZS7NhxkEJ7s4jaqp9zzi7PXBBLRflzeVQxL164sihaOL+m85ZMDdGoUw2kCkK7VmFK2zgQuwd3GSK82BS8NFvX+gThISJecqzYmcAZ3fqGCU57p0ndoBDhawSmVZQVVYca/+BWZjp5KuUAHYrnFLKTzVuhALSFlpu6CLq5TNYtCFqUR0BgpOL+iHhhTIMPWjFTqQY0iN2yKFNP9AFui6cKrTn9Ru5CvN3+UPg3MTYUH2PKUmiUcJw8HkiUv0wlKHdMtkaqEWMv/rV1CWUeAhCdSMTZDSl6xQyp7l4F0p5sBD6nLI2oredlMyYPo0s+Frsk/1/mRyy7AtLzecPeYfIln8UamjTEnvvjyKkTx2mBGjKjB1JbgIVrwe0RrksuYxvs6Zhp7BV94WxcmVnnIxD91Ey3E+vhNVl3boz0wLAL+lfUSU+0rt3eGRn5R+8KF4/3mUGqax1Ugprs34qY6vHT3X2UcwYeD4keIP9SB1col6LLqmiKMElklfqVqCC4XmdQkfPkbtBDr85F4EKuPRd5/ZQeSj0e/3Aa+93oHcYMV9UXNPKFGJPwHQhvRBt9g6dqtCGcBrHLoZneSnUWe9REbYUSTQ0xat03S0SuBHOCCP4xu8gNTwrcoKnoU5lX+4r0pofS0i2JvXOl98gEG3YQc0YuGcSJWH5f8CRUXVY7ilAZM6grtxDqM2i4Z8WGAY91bjG7yg9JnRJNDRKzRb197AIMSCsa+TLExA00OUF98rcSPc855Wini56smRo+hkfLhAlsZp17AfxRIwidaeG/NAppJb263UT1tbo004EjxPKLK3eTssWb5hE/4atAMlTphNsAfXZvxM28xxXkL3Kl416sqZqAoHJ9PgEfpfqtMQBYOluHwsfgFK3FFeim4TcEvVBCmP2B/OIk+UOvxfR5Pd5VvlwasghWwzU3Gcj7Epo76mnElkYsJMXgQSwfCFwyAxTI1WzYC7KjLj/xToR6UTA5I3sho+GTC58ygD4r7xlH9Oyj/DGdSihcwQy4MrEHpNkPEmiIvKd0l8eH5Q4NwnCJ5YcsbXpMGrMpG5TtDBBCRDLLdYDs5ldo8UiQO5Bukj5B+s33AvmSQHYa63R7ylJpKGfQ1eQoHYO09eQZ0KTS3gW0OI9nIBHB7CgSVuO3KPjKGME+t71pptIQ9DGdKty1YIr1ELkkH0vXcLxU0Bo619FKaoXAgmQnllLKqKhg9hkaqFrlhCI1EFohnCBivepOAWTBHjEfIE5GG5KJkwsSnrH8jgJBew4xvR2WQAdAbAkauV3xy/q2eHEsmsGLMPFJFX+qLvQFr8ArgtLiY5WIMUkGxgwh3RDrn3mKN1TTuiX5waKryjkJAFOvw9M5LGscUFqUmmcyOXs2sd4Jxma9uApQdLmIH0nOHM82neEUWXRAwcj3pucNJFX1JFX0RM4XCaWalt10OM8UrpIsf0EPF+kxAHCEdI2W61rpc6dgBAZ/BpISCz+/TWpOLCfvs+zLoJgSsll4kdUVUJIztv4uGrukkICW9Td0AU6PgoxrK2yauhGk+XzP78GpqFzIBr+NIxjUzpkbBx6VMDQMIXcFv205OOnWDYvWQDJ9LG2GKzxbwMgQfvRFVGJ+JVZw8TDHDcGJI8nR+ScWAbwwJvn3hIpipiP4XAyFJuEnpleeD4BR8zxC6sNdgBIgNkUxAdofST2cpyEKAkCx+FPvTiRkwHWoI8czyjSew4Zdw9ypMWULalPaMytrJaovnTBJXsV4xyZ8DsfAf/otjjYpnXdQgG9bAkt3Qe8cRNdOgbDhGT1aZln6nqQpLgPLdn7LdwO6ccrW+PcuGW8JZpn++kQcmX3O8yOxlDrAgjXL/poaCDfBkzktS6cEinMONcw5u/Hvaduym39JZButx4HihZLhOwPkJzvxGFya5b1MKE/0OYD/I0qFGv2cK0/Af6vJfk5nYed5jiscWKKi8WRwXJN1YNUtNmsk/hvKM2AWwX9+9MFIaRsOwSvOIDjsvMUUM4svQQGTv6Ls/8IhaBEfPgp+g2aI/GMVOHR0pAUEQmSIWn0Z5KXoWRlVAw6OjfzxfilFMThvHd4BdCPwqduA3pNqn9diOVf/n5ABfbZyBoziFvQzn9Jqu4A11KziBW49UpsV+DUfhlg4MoknA72I3jtC72LovNwci8y/exkj5cAFGTQO6wk813sSUPAKfBGGxAdJmWPAFH2u0P5k9kqb4flh1WLOp57GA02qgjnxBLrAmkbZpiVzSMEnpEbUhlFJVF+771YJ+QIgMNkRAaX7kt2GVuJUeHMc/PARuypenw7XpUn0fI1WLgUCH5bBbh/GXRsOwSpMBb8sIfhsQl9PwHe3pqpWXh7wMw4G7y0lyC4RhujrSdWgtI1jlOpmuDmqkAsg2A5u3KGp6XAUQzpKvZ3mTgl9ONhGYGEzMhGAWb5hRYjanJtiSCiNBJnc6luTdKy92A2Ggywm4LCuyxox64izwLzkWzIhmuAC/r27NAQYCUINnWMyVdE5l2VmYzsnTTER6AiwYP4v5vYOo3UQzw9CpFwRPe58UuWCqBzF0qxVOUDliN59iybwGs+UewZKZ7fkZZzw7cHRDP0o1DG/J2CXALr5hjzicTnJ1ADvuMeXwFjiqeR+N6JcOLWHbrJHc2xZeTKJXWxgNw2qGD9DGF7gMa2O1nwM8CbAbD0yAbGoUW1+bR7AC2BOIzRApFNvML4OciLmSbkLucgyncizsXedLoLicjiHxrB9TIKRzCxgWlMTrrZNIVa+qkREdYUKeRoXoi9KEZPzvhEA0XLomJSsEbICzE1zosHc2pb9IuMCeUbwxLJxG81XfTXPrwKOHFszhPyCoMilykB1ZTpy4n7ZrElk1Xfdao43mp/GGWB97QogP7ITszmkuNIILgO+PcLlfU1ruvwGHIWO7PMGiClKTTCawAZvoLHAA2XhgPEpG4Z+0YMCSW3hHw97DUrpTQGugc6EdTaTc1UgyImHK0S0FHsMEiCrDKMyIhmlHvy5o0wC+cRrNNRzLPN4VXmPXmbFye7A0GahC1DNjFQG8HpMk/Z0u9duI7jElj/FsplFM8fEjw92MDSYT9NCr0jEahtWMNkMhePv7jGInzsJjdYcNtbFbAEGfTeEZNVQWga/LQ2a8u5i8d00w5xkm5PKx7Rc8O2jO6ujZ4GWNIRmGTFlOpylT4dYYjmKpMAwvAlcDJa+SAfXWSDlw4RK3GknxXZlI3qZXJvzFXeEEkmx2aXgjmglsEmB5CVuYrQdbIQNJ7vpL1Rv1WYUb/8FF7MCs6R10bhguXwjjFnbHfxcII0XoDOJAAcuDIOSIIOyFU8NYuuljZrutlqrwVEHq8g823lmsj4RJJ2DZjOnFaj3H4EHcnHZ04Te8TU8SlgecgGUNpiu2qUh96C+zwbJQ9EAOZY8ZRdv0ATqIsWoZhrG4g/sFlOuslIE3vO6axKpCkjvGca1ysOQpjcaksUqFYnmAew71flevbF5lYjQMqwm/0YUzHsBoKU6lIgNde2DQEqAJXBtTJA7FQh4HUwIm5GJJLnmYcoLunEtth4dtDG/yK1iUu0s6RC7V/aB45zIxDp7VAVPyyKDgt8wA/sssxmzdIxlEj2WltqaE+qXzbUD4FoIGTYF3YihduD0DyOAR3pUy6OYL0EtSNKlwypYosT0e6WfBF+A2zTz+YHLeOqlQcxUjBeh5NJ6OLvHkxMlnRg7A5K7riDHxUJIXsecOgzhIo2tpMBJ8U+GPBs14iiU9OEG7vHMFOw7V/J4vT3pQ0TZXgUEHErEf9CWH6adUScqdM7yV93PB9zG5w4dDtkJEm+I7fhiDcqbyJFhtR99p+0gRKqcqVnXAFRjmDPSTxLfLQ00yGcQBWqUlQYzqc59xEd67Fgo3JQewNfBRHTBzKr7trbjKiwk1GobVhLPLvdh0yreYPlZ5GNRa7lX4GMQdApQjqeUZ5pye1BU27CRq8SjenPtrhfpkxIi2uA14CHtJQuA/4nb2CuXbzz+pFtgKqUi1LQzdulrFm8JXSIp/6wFrvuE9wkxzDEJyXlNOAym9JY/+dSQja/0asFmTw6gNUfw2oYtiavhf/IqpkEZGDfgnqz5H6c0D6lGDZ3RdepqdhUojZqAfCf6LQNpgcOExw7P2KGVZD44+ygGvAoN1kvs2nv1eQ/IcFuIZ5uwaOha+L2QY7rFDnC0QNR226vpLVCOGOcOxK15c5VXuKdV8Uh977vC6VxI7o1W/WAKszwbHZgWKrq6AaRJssvEttq3/4RAs+5erKxpjNAyrCw/gGk4axWK1BzwK/X0LSXqBdOBtJDHpigg7OwJ4Syqhhk4U9PwMeh6A9XHlK9pnxDBoQjIuXFJUmOh853yxkIoYpJSXsgvdp/CHXzNkh5OKrZnDf5AmqEsa9g2AeOBzWwgOgFshFBSJc8SOFH4upakhk0PxcnfNgTYAr0h/23MHVy7y+p0kqTxmA4ilOTfllZpq8AyagDfStaDtsBtNyKHAwPU48pz+gwqlJZ+QDMd8D+OtWBiX9y2uJheJw01RZOAZNaRSHd9PAlM7cIcBw3YTNly/360q4YK8yF0/uMqr3EHzsle1eUQ74nDlIk/jKFUmKRPl9WZAik0dxTVaGLEzTLQCulYs9EEdjIbhC8ygCRC+4Q1FJYmel6O47QLrk0HsK0AdOBBXvn2b84yRgdu4E2ivxsPXAJhyDKGeCKdEnrR9qVwZhUYMA/87IdxqVDB1E4OSlJyG/ERr4S/VLzdCKhh4BYS9K0FsLcA2EN4V4a5M313SCZZAz2A4NtmLZBzIxYR/Z28nr85z6AyJSY35kxZcpGD6NRtztvmOxN73Dn0XRnF2vv61/u4BxwZDI84rlh1AuV/7AE/THLo5n6Tmlaf8SD9AStIaOXkbdybbE8xk2nZPJKdu2VG0RgoY1Q+ifmzPSezL7SlsRxw9O0ZxJla7co3rbN7ntcd/8pC65TJYNcFoGL7INIOf8Vb86dAyGU+TG0TkwfJryrE2jkhVBtTNjzchlxb8SQv+1Fp3dUs0PIiGxTJq2lDly4S90CRLIrraiafKAGSSO71CeACeuHGkAvnVmnMRuBgPsoVIxu1dMyTfmqtS5Y1qgQtKsYXmWc9JyIY2uRBLBy7RqliTq7zKVV6lp4thSA/kUPZLTBpwEMhNROk3LDzmtj2cyJLw8hm61khXSCF5eRLQXry1K+BtAmZy6yMlW/o++ox/bIT83c8TInhLZWJlSdTmEfb8rfjblYtciJW+kzZJoYFCEknXGA1DIwp+xpseuScYdvkWZ1wKLmxLwG8O3F5iwyHc9NhDI0aqJvXF17m3uQ54lZzdXDk0gtWjaDbtDxqtqYrRheqzo85I3hR/4XfqcR0V0fxGVBJgD1lXINVKqvjcKDkN1ybaS3wYdhGEEyI8lP52mX+W83U7SPWS9YT/eLi9yYZjtNLIKASYnP0VVu7PFc6Ep/eqfmEXo2FYTcnFBBukklHqDv93sOf/GMO/Wv5Ke5MoyCv0JtUPvuMdKY6lOpMFNIHmyVLkmLazkq2RzmlppKCfAHiDJLvAK1JWUlUNnmFOtkF6eyezTi+VT8xA0hCwBgQAR2qNv894NkOiND5U1ex7awoeYNZA0aEp3xuoFjWkyZBHaMdzld+3R+huejoHqMUj1Z7fitwDzrDZqkCwu51DHD4Nwspd2LgR8t9Hzu7WA8B1LfmjXEKEDLN/QfODuhlzS8MayfFBL9iAZnqC+eONVfRzVsVXr4xvo2FYTYngLcbe3oVHJES8U6o2fol4AA/FwYxlLX/wOrPeCYblMM9htpZ7a0D8LxHhlMhgj1C+d3kH2WXt7j5gArhuOM31J44q11taZXLvcFNklZR9Zuhc2ApT0rfAGFgz9AMeYFvitp/eWQkzQTxSNQ0dXTAScD4CN3rVpyFJ3D3vTXerUJ5hzuXgpkydeAOmgay02rwGSHtg0CbAS77ABI45e5XSonQiB3XCP+E0bIC1ayr2YuYKDNsAtIaM7roTD78IeLW7zyzn4vWfnh7Wf7wkSCFITmInBjw5pFj2eHR9YEnBRhEXECJEeh34gSOdhyCrpEwZayBgMjAFolq217h9dR5vjIZhNeUqrzLPfjb/Gv0rbd6JUjIMFaXAyhD6bwT02/s9DN/KX+KrrAs9j8wNmFWRnhn6JfcddIYfTGUw7R3QsmHIdIgXsoF1Klc/xobd4gDgkMr1Lxr7gH37QZYMNYc+hRIMQ1PypBqzoZXaPTWxxITHlRpbmI+zM4T0GsaftJC8hG2l5bmY8B3vQGtYNHoZVDHD0BE4O96F/QzRyv6O053jLbuzaMYyLCtYg9YR+GNCM37hTSZ13qYzJaMUQBYHxOlm//nklbMiDEhx6d5/nYLmC0rZah947+Moc2EFmMVUjlFrCTAN5jlr7ugw7PGm4hj6U9pIBbmOIz2jopDl58RbwCnftuxkFIE8K7XcWALwrIfAV+IHdPY/z08V7EunDpGcXu0v2TzHtyIJNBiRcITr77K8aQAjAg/xh767UwhrIKAfMAhYCLKKSBhpmRo849N7KyEUA0y/tIGoqSz1/JjZK1cbK3hrkQRglH8C7bsmcMzXi9/oQuCTICw2Q9o0C77gY732zXdcEq87JXFJQ6PQGggYCPQHcQ4sMICYkhTs4AjIIuHWdKm+j26IwHb6LT6e8QUyn5XIDChQrx6pTIv9WjkzSAfjzXWg78h0FnVfxu8TCmqBVzYvVXQHT58+5fvvv+f999/ntddew8LCAisrK9q2bcvChQt5/PhxsTYymQxBEEr8fPLJJyUeLzo6mn79+mFjY0OtWrXo1KkT//d//1fRr1FtuYkD8zxnM2+89Jnpu4g3hsaxWsgm6D/zS22bACypC/8IXyPTwmjQnRPMnvYZDY8lUXak3YuGI+Jzc54KwciC9N0XZWoDBMOCCbNgsr57o0xNnsIUkE03LINVwoa/PF8hW1iNbKa++1K9SABkm2HnGOiS/Rsm5GExV7oObJZmKTQs9cFVQLYVZPOl7HhNsAHYDIsnzECYqPWulYsUGjDPbTZrpn1A4366PFI0aaabmCd0J2u7Lo+jObakgo98nJmuu/EmBZDthrUToWN8fJnb64oKewx37NiBv78UVe3i4sKgQYPIyMjgt99+Y/78+YSGhhIZGUmDBsXTrD09PWnevHmx5R06dFB5rL179zJq1CieP3/Ov/71L+rVq8eJEycYO3YsFy5cYMWKFRX9OtUeE/JgJpAlo9d/f2Bp7CJuu9vwLeMU2VixuGOe+4zJXKK+3WNk5Qw6Ln7swp5JsxK3e7HwgON96db9EOghOUEdHgEshfl+QZJnrhKRdYXEiMYsYzhzznwBd+Ur6sEwjxC68JvG+7QGAjbA2QkudNg7G3ToyzOpBAPFDJjrAPSGjO26i2kzJBwBv66AJ0TVcJOmOyeD7AkwHkXVE1XUJJMJbMAmNotI904cpzv9OUznmPPwLXoR8WkE+HsCnvB7g9bS95mI8tgbBcsvV34828s85KP09ZjFwFO5B3RuHTAbARxA5fPBDpjkAfgAxzUtLaTbiWRF37zgD+dmpW7bhGT874RANFyqAnK82qLChqGZmRkffPAB06dPx8XFRbH877//pn///pw7d47p06ezY8eOYm3Hjx+Pn5+fWsdJS0vjvffeIy8vj7179+Lj4wNASkoKXl5erFy5kgEDBuDt7V3Rr1StMSGPGZ6LyQsz4Yv9c1jrA1N906i5/anCMDxCb+YIXwAZiD/WAWMihA7pixgnsKmHvmVMSiYDWL4ZzDZX/kPpj4hmtBY2IPlhCs/deBItdimXYdgIcJhwhVtCBAY4/6wxlgChsMxzOrPdVkv1n6s57ZGujQMM4hnm5GLCYucZmGzKK7MqRF3+waZ7FuvDYVLEaY537U7nA+dZO1h/GdptgMSoxuxhuOL7LHCYhfmmZ4ptZl9bjU2zyq+z40AyZq6wKlk6N2aAWTAs853O7IGrsRxc/Jy5ALdP2UhT+h0rucNl4AjcP1WLzYwv81px4RK3GmlTF7VqUGHDcOzYsYwdO7bY8ldeeYV169bRpUsX9u3bx7NnzzA3L38Zl82bN5ORkcHgwYMVRiGAnZ0dQUFB+Pj4sHLlSqNhWAYm5GKZ77l7Is++K+JhcOQakaeAWtawqcgOIuE/M1ZwyaQVR+hd6pt5lSY3hUMruiFzC+fWGC3G1ewCTnlBvJRBWcf3LnQ3rKJqjoCfPfJ5LSAXwi7rvqyWNRAwAihUJrQ7a5AmDosGW13n7joPlkycS6ddMcgOnIVASs0idwT8pkn7f3ulM1I5u2pCDbmcT5ERPSURfK/tJc3JApDKph2mH9ekepUaMxZwag0X4qXEIH2RAvQMT8K227eK76OR/lz+2LcfPu76BeyvXImo9sCglpDzN6xPl76Px+FbjOv3LUfozVVeJVc+WrcjDm9+hgNUSgKTeBGm3NvC5QZNOcBAyeudXcQwOgETfDfAUdV9sgG+ZRwr/5oLsZXQaQ0wRbpXSpO/cuI6/ThMw8h0InixjELQcfJJ27ZSClx2djapqam88sor5d7Xjz/+CMDw4cOLrevfvz8WFhYcP36crKwsLCwsyn0cIzCU79ka+CGXIovbhWsPQyPTHIZNPs9vwV0UdTqrH1sZKCwFCw/EIwL01s5eN82HP+YLion0zPGwVju71hp9gfO3nTmDOyDF1wz2PkqMjrIr82kKuO06yXmhcObxVVQ/sq/ClK2kTanNm3wFNGKXOAmEkrO5+wLCUBE6XgK2arHnhstWwLEZmJIFgAtZ9BMPs44PNd6XNeD0A3wzaDTvBYWyL1CrXdWI00BKd2hDOgPFg6zlI433kQOsXwMN1mSVV6Kv3Az6//buPS7qMl/g+GcE5H6Ji1dMTcRrlpfUQhctFdDSFLPVQ5vsaq2bqy16tHKpOanZRVvruEc3c2WrzWPiZdM0yygNPWrEaiqaSoqiCYjIHQR6zh+/4SYDMsPMMOj3/XrN68X8LjPPj+88v/nO83t+zzME/nVwDCMrvqafYxn7gbxx0ItcJpfE87pz9T930v5d7BqmTb5jiznc/3INOraFJ3umkXIy1eg2q+OgTZz2fzN24beXN9y3YjnM34h9/extnLHs5Joulz1AWnMXphlYNTH86Sdt4nknJyd8fX3rrE9ISODIkSOUlJQQGBhIREREvf0Ljx7V5o4cMKDueEOtW7emb9++JCUlcfr0afr161dnmzuVG8X059+4UswR7m9wHLjqfYrITjTecfqa4RFpdx39Lc0LPIZorVcWPNZLmN4h3RSVk8CfRxslw5zeOq7OcJFOXKYD9/NvunIerDgrgS8wpycwDiZvHErj+vyVUX1X+zHA6ZatYK7OGAb0tGYEAHzBcQ48Cp2PPGXxV/cCRlHdoOvlDKqerlLFaO2tNZ9H7c0lLHQ3x7jXpDlXywAuok1zaetM6iauaJdf+3WAtHpaftqSyb0cIx8PjtAfByroz7/pRmpVnc7ANslWHe7aiBEpDr0Z0fcobY7DHrRP8oDCX8AZenCaLpyDvZCM9YdwqTx3VOmuDVVTijOEwtObtHPKeW79f3NyNmxY69PXvHzR6k3v7nC0ngaNu7lIL1Jot1dLCs/asHw1lQMkQVjf3aQS1PiB2i3EqonhO+9oA0KFh4fj7Fx3xowPP6x961FsbCyRkZHExcXh4eFRtTwvL4/cXO2bKTDQ2Gz22vKkpCTS0tIkMayhNymEj9iLOgadsi+wnujmLlILMQOVqoPxsGtNc5el8Z6cCIlbBjAsIZmTTbxE3YXzPDopgZSt1m1fmwR4JmVS0DMAVnxjxXeylVGklrXnnmFXSOxv+VcPBXpdh2+9HwS0L+8f6dGofdOAb0ZAL5IZlpFMbJvGj+FWDOyaDUGzk9lsaqEtbDDQLwM+bxNa77H/puIDcC/Dayxc33IXbhQR/sheUhLqXglpLvsYztVjfgzhMJN0BewxLHekgqiPNnPmKfgU24zr9+QTkPjJgKrZrb7Hs+p/u+WTCLpwnun9T2pjJ7ZAEUDbcic+d3jI6LzZADMvfkTG3drvx+ZsKcwDdkVDUHQyw75KJvZh204qYbXEcOfOnaxbtw4nJycWL15ca11QUBDLly8nIiKCzp07k5OTw759+1iwYAGbN2+moqKCrVurBzGqOeSNm5ub0fdzd3cHID+/cfeU9enTx+jy1NRUak/gY0sj0MbNP4zJPbquwGmC8eE6bcisugPYgXK4DGevQffMK/Roc7p6n3JtdhM6aHfxuVFMWzLownnybrqZsgva3VzpGJKNXK3l4Gc6cJkOtfoaduAybhSTjZ/RS81uFBuOMxvtN5kdjhvv6ARvYrNR+C3mHm3Wm94PpxBCCcfQ/sPmfLE4UA6Z2v7W7GPT1hsKlgRAut6K7wJ5pcCjgH4W8CXG2wM6on2F5AGfY96R+3HPR1fQ769/Cy8gCC0uptYAX+CQ9wC+ZkTdlW20Op2B8VFCy9C+9JKBmP3QY+Jpk1r/DmH9vqaN4YV29+5+Hqp3G9eCMn4ohYHnIIiz+HCd9ATrtxc3pC2Ggbru1p7n48khhnADZybdv4sBR6DI3TCK3Ekb94Ltqp07bu6r6UgF2fhpQ0O5N9wC6ItWexhP9QgCdsLXAdwF2H4AABs9SURBVA45DDH6mfEnWxuS5qD2I9gevpEq65r+DPCwbd+7yeMYGnPq1CmioqJQSvHWW29V9TWsFBUVxbx58+jduzfu7u4EBgYybdo0vvvuO/z8/Ni2bRsHDx60RtHsWFsiVTpqvT/tVA9MHs7lo0Q266JYt2I2xTUurZymBydO30OHklawCKKCN1c9yIX+ypu9KwdTjBsj+Zrfhm0gyC+96pcraJdtpr+kbTtzhrbs0wR49O4EZi76iE5U38fvTzazVvyDp+/9hD/mrjZa1JF8TaC6BomRGE4jwsK2MREX1Y4nv9E6upvjPF1JTuzFIyWtmNPVkqVrHrsAtUqH2t0OVkUZ32jyTNTJThxXjwExVivLDGcYnwGR32EsvTPbvyaOoZ/yZfrShn/e5gFnJmnng0OLLFgAO/Kx9xT8VQB8CENHHKWHXxq7mrlMs8bAg8qDxPUDuF7jR/NZunH0393xVgFsdH6y+QpoRBfOM3P+R4TfvZdPG/ixAzBnCPS7no3OUUF8om0KaAFzk94jKngzKVPsIylsbhZPDC9dukR4eDg5OTnExMQwd+7cRu/bvn17oqO1S52ff149z0bNy8pFRUVG9y0s1GYN9/T0bNR7nThxwuijWzfbXsuv5soS/ow+GhbxGtAT7fdlY+0B9LANXCnG0zC5ejkOfMZYdjqPhYPar4/KB7nwMdP4luGU40B7LvPlF9po+3UuQYbABzwFoVqpzgPvXgS2gCvVMXGjCDbBG8fB6XvjJfUjm8fZyoCQRGSga+s4RxfWE813oX3pifZL3tSRI4twZSuP877zDK0DUhNVtpJ1vGmZkzvQDsNa67XWX0IbeHhjGHR+7hTaQd30mAEpvaDPuJ8MGVsQNHD3Ym1OVLWtlzS8pVdX+EebKewdNJi6I7yaL4mBrOFZeALa0PB/859o54HmTpbMVXmOqxzM2pkbVcs8ySeDNmzkSa709eabvfWc12zt3spz7q9qXWXJx5N4JvM+M8igLT5crzNahKV5oZ0XKh8Y7tl0pKLW/7EtGfCJdr4/ZtjX1bBPnZpxP5QE+sIaPdRqXmhIZb2procuhWYelImcucFdXIedWl1oztZke2LRS8nXrl1jzJgxpKWlER0dbdaA0927dwe0cRAreXl54e3tTW5uLunp6fTuXbd/QHp6OgCdO3c2s/T2Y/aUdUxW8fyKvZzRHcak09nz8NrCxdRoxNPkwpc3DaSe/grEnFoNz2ljoNWnHFBPwYKwVTAEZh2rXpfXy4mfTejADnCAh0iMHm24EWCjSfsK0xzhfmZmHGfOfvhhUvMOMRKzFrrMOMlb/CdtdTvwBYZ9DPSH3O6tOTs3iIEzU+B9vVXLcQk4/2YvLqm6N8R13PBr4oD8naCO6djR92Ee6/4VnG1MmRawUs1mbmY0eXdbtsym2tH9YaJOJ8AmiFt0+00+eQiYOTSNnkNXcXDlfewmjD8fXwGvGdn4JNjL7GrnVsDcy+/BdHhzzGzyqd2Q4Uk+C75YBe/DmU3WK4cvMGcuMKN62Ym+91BKayayjQGzT1YPBuAFrIE53lA2DpbmwsKxaAOvvgpLNzW1D+Qi3lNPMZadAHhW5Fvkh+ituFHMi/tXwl8h/Tad89hcFksMCwoKiIiIICUlhUmTJrF27Vp0OlNHPIecnBygus9gpfvuu499+/aRnJxcJzEsKyvj+PHjuLi4EBwcbP5BNIvKdpzqUOg3Abpc9qthtCEOUxJDl1HX2Di5cfeCvQ/aROAl4BxSWu80UmUY5uzcAPr7IbbvrTvCGmudqjAc41m6QdyX1J54UljDBToR2+ZF+k08xhNtdrClme4mdQISZwwgTfc1U/53O0fR0dEBvpw6jOv48ETHHZy7fJJWVwr5xXqTsQLaZVT9QmBh/SPXnQd23Qt/dEjQvgDn1/xEG/sadIJBTsx95D30CZYsrXkOMYRD3Yfw+5f+RttF12yeGDph3RsmLqH1/+11CCYsPcrX7iNhDejt/Av+H6CdRzPAbUxxncTQjWJ4TZuX2JpcARZAbIe65/L+104S99fqHxOjgLZrAtlNGLND1uG0E5iufQ8snrEMx5qJoTkZRTjM7P+RzW9qcaMIVmBXczLbC4skhqWlpUyYMIHDhw8TFhbGhg0bcHAwfeBjpVTVTSc3D0szbtw49u3bR3x8PFFRtfsH7dixg5KSEh599NEWNIbh0zyozhHGbgA8OUDP6Nr3QQVMKWCl+oKlLCJLdwJrdftO3woxb66GIxh+s5kvBx/YADFfACdh8cllZD3nwbv8kd2MIfmNYVqffr5qarGFCTJoC7vruZnmfViaVPeLvC2ZzE5aBwlwrpEfjC7A9OlAX0ifr30RLvoYFk7VM3zjK9Sc3+VwBUQ8nwjukGinwx/tr4DMeZ78zzxt3L9yHFgS+xos0Vdv5KEnKn8tz3E/Z0z/LWxVSQxiwpYviGjoB8EKQ9cSC5gCXFMDOMa9zHrgH+itPLhxBuAyFV4MXUlRnHXfCwzTDw5Ca2lbBXozp7M9kwCzX1sHj8CqIb8jw6IdCszzH3xMz7+lwadaY2EIMPoltBtl/ppOd9bBeFg0EU49oV2ZOzqmOwvXnqGyTeG7Z/vCX41392qKBe7g9gbwFbzbxMHI/clm7pH34Avtu6+lGM92Hnj/eFUXgy3XAF/rfG6anBhWVFQwdepUEhISGD58OFu2bGlwhpOsrCw++eQTfvOb39TqD1hQUMD8+fM5dOgQ7dq1qzW7CWjT5y1dupR//etfbNmypWp9ZmYmCxYsAGDevHlNPRzbCerKgfH3oN+uPc2j7uhtWsvhe2Sufw8dV7FWYvg+gIUGq83Hk9iuL+L2bDEvPr8S/TugLyzAcUEFyd8PgxfWYgc9fe44GbQh9v4X4f666xZ3XYZjmLHEMAPGGZ8LtT5dgJ/Wt2M745m79z0ct8OMqf/NOt1Vbv6EHwIOvVP9/N7Gv43NJAPJugLgTUDrhrVAOfPmkhobLYdlumcsNzuOBSUxkKSJxseGrbTYYZnF5unuPQR0I7+Hb84wa/c/LDYwfH2ugXYO3W7d96nkCLAUYse8yOI2y3CaZF7L6D8BFsErK6BD9mW7SAx77kzjjd9X33wR4g47lj6s3THddhdrM2HmBYjtVN3KGM9k4mtcjt7MZKwxdqHbdFj23PP8afpK2no0LTFsQwaMB30Lm/v4gaTjvDuz+tizgIC6vWEsosmJ4apVq6pa+fz9/fnDH4yPqL98+XL8/f0pLCxk9uzZvPDCCzzwwAO0b9+erKwskpOTyc7OxsfHh/j4+DrD0vj6+vL3v/+dKVOmMHnyZEaMGIGfnx979uzh+vXrxMTEtJDp8GJodcWBP7VdQpmP5V+95HlfOqoBPJmQzMZHLFNFnYBFbdCGIJjeuH1u0Lp6UvvpWkvLPQNP8NPkmZAIXFlNMw0t22I8DXSdDhyEt081PHDKIm9wmgg8p41rZ4pLY3xZ+Oy16s7uIZBJWzxp3NBPoHUJenKMtu/n9KAIN1gECzvAHymCcD08DoHPnmE1j3D+11rrUu9LUOINhd7wTc2eDI/r6by17vx2aft7wrBEqju2+8Kf53DP4hMs2Nu3UUNjN0UZ8EaSnnh1vOr//BaPcfL35r3eZdoTugr0X8GXWxvuXBECjJ4IhMJBOpn3hjZji5H3bK8cYBUs9l0Ga5p+lMnXYNKGXUzqbrgF6BpkW+Fm3nuByLHa35/urH3m/TUb6ZP0E6wxPr1dNn6wAmYmwdFO3Wut+4IwDu8OrV7wDdDoUS71eBRksdB9Pum3amnfidYfsAmthccqYHRcInhDSktKCj+Exfcvg1Va0l55Htj0tfXessmJYWWfQKDW2IM30+v1+Pv74+fnx8KFCzl48CCnT5/mwIEDODg40LVrV6ZPn86f/vQnOnY0fqdqZGQk+/btY8mSJRw8eJAbN27Qu3dvZs+ebXS+Zruk96JigI61lyvbICws7g2Gx/0R1kznqoOOk8a7DZrEEeBDWDbm+VtOOl7J2KT2k4nnxqZPWV8aTa5LEJIYNqzrXHh75SxiLq/Gt2P9iaET4LQalk19ngocTJ6/+n1m0HrNjVrLinClH8fq2aOuUQ6wd/dgDvBQ1RykS4bMw2FIBZ4U8PyuZfzl+Ets1mn3RWUA46eCLkzBKVCv6Wq0WjuxeOt8AnUr6rzP9Hmg81dwtTIx7Ejq4vbs013hbZOO2nxvPwCx9K16fhU4YeZrpdCbZc91Jei5szwRvIP9DVzSHd0VtmyJ4Ed6NDjPq7CeMuCN7eC03TKp73Zg77Tay6wxXEqEO3z52TAqcCDCZy9xhpmMHKmgz2s/8fYi7XiMHdMFOrEkah4OURV1zv+HN4bCr1fXKHVZ448gHs57t2FLhaHvZQOWngPXYSa9eh3fAMmG+R1a0tzHS/eD69DqYx/dHTZteZSrfQ7gb6X3bHJiqNfr0ev1jd7e09OT119/3ez3CwkJYdeuljrAAuACGZdNvJj6FXDeC5brYdUuGr6kXAychyvg5Aj13E9iOmdM/jK6eaDU1pTSmlJcnYvINXnwlDuQMxThxpkOgUwPTafsCKw2nNBneYNTG/j0jGEICRfT4lOBI98ynKTc6suMQd6phLGbTlzkSf6Xe85c4VymdlNizBPA1Ppfr+xhiGEFKbnajWHOLjcY5byHXqTgQDke5FPYvRWRg36BTsAk2Bs1GHRlwBk+WhBJ1JDNjGq7hy/eX8TCXB1Ljb3RZxCYdYb0v+m154FwT9xkPmj0kTddHuZ/sYQAo3sC0dXxKsJVa2G9VT7vqHXVsHhSGAr66jyXonOwptC0Y3wMGLgKzjwXaLizIZM3x8xGv2VV9Uav0mJnzaipGMsmb7ZIUpwctXNJBQ443vw5ewRiNkDK8fqHa7n5XF6lHLQjMOU/MgJcRuA0Ig+/KTBjN6y51nAzQX1Jq6laUkJY6eZjz7sAT1zcQSw6DON8WZxVp8QTlrH6IzjxUWt6LwVdkIKz9jD3gLCVeCbT9psMbexHXQnlQHG2E7sdhjN+aALHzPg4VOBA4n+NBn31ZZ/jQyMZ8n+HmEw87TyusLFQuzOxF9D7k+85qburgVcsRptESru+UUIgm8/+B3/uVj168l+d/4D/d9m8yxyO6obCU98D/w2U8ZTuP3mKeFJVe3QzHufTGcbeA949BZ/pgqvu5SzHutP1Wdroidqv/Qza2kW/MoC3u8/C59j1qufR1zYQ5Kf1r2ysgf8FujgFs38A3gXyWah7koU1Bglfod7CSbf6Nr3I3DKV48DbQ7T4/zZuA07RNugEMGoEE77cQCcusvbjKB5jOwN0uS12PE1bW10KXe6GQhRexmf2azKdUkpZ56VbJk9PTwoKiqmeot7C2gQQnJlCzq23rCPADVJ+6Q0lWY3YOICeV1PItkB0dYB/F8h0s0zD9XXuojzlBmD5u9csJ4DefilkZTdjCfwgq60fCq0Djhd5kHKDXwCH3k4U4oFvWg5XC8G/E2R6Nj4+Ch3ZPwdATo3PkmMA3sE52tRQKTeqehi6AheCesPZRnzuql8M7rkLf5e6d65cLfeH0wXUHcHXmZ690sm2fN91uxHgA1c7+PLLTXMLtOYGPmfzyLphfD+AgNZwPcir0d05zOVLDiUpFSa1AQW0g5QrvdAurBt3V28HnFKuIF84tuffCgp6uqPQ4fVjATkVcFcwZDpWnzPaFFzl6gWq4uOvg4Je7rVm0rrZ1dw2cOkqmBJVrwD8ArPQGfapPK81vkezAK2vpauHR6OnATaFJIY3adeuHVlZWTg5OTXjLCjCVNoc10jMWgiJV8si8Wp5JGYti6nxunDhAu7u7ly5YvlJqSUxNKJPnz6ANm2eaBkkZi2LxKtlkXi1PBKzlsWe4mXxuZKFEEIIIUTLJImhEEIIIYQAJDEUQgghhBAGkhgKIYQQQghAEkMhhBBCCGEgdyULIYQQQghAWgyFEEIIIYSBJIZCCCGEEAKQxFAIIYQQQhhIYiiEEEIIIQBJDIUQQgghhIEkhkIIIYQQApDEUAghhBBCGEhiWENxcTEvv/wywcHBuLi40KFDB377299y6dKl5i7aHWvEiBHodLp6H59//rnR/eLi4hg8eDAeHh74+voyduxYDhw4YOPS356+//57Xn/9dSZNmkRgYGBVLG7FnJjs37+fsWPH4uvri4eHB4MHD+aDDz6w1KHcMUyNmV6vb7DevfDCC/XuKzFrmqKiIrZt28bvfvc7evTogYuLC+7u7tx33328+uqrFBQU1Luv1DHbMydedl+/lFBKKVVcXKyGDh2qANW+fXs1ZcoUNXjwYAWogIAAlZqa2txFvCOFhoYqQEVGRqqnn366zuOHH36os8/cuXMVoFxdXdWECRNUWFiYcnR0VA4ODmrr1q22P4jbzIQJExRQ59EQc2ISHx+vHBwclE6nU6GhoSoyMlL5+PgoQM2bN88KR3b7MjVmr7zyigJUSEiI0Xr3ySefGN1PYtZ0a9eurYpPr1691BNPPKHCwsKUp6enAlTPnj1VRkZGnf2kjjUPc+Jl7/VLEkODRYsWKUA9+OCDKj8/v2r5ihUrFKBCQ0Obr3B3sMrE8Ny5c43a/ssvv1SA8vPzU6dPn65afuDAAdW6dWvl4+OjcnJyrFPYO8Trr7+uYmNj1aeffqp+/vln5ezs3GCSYU5MsrOzlZeXlwLU5s2bq5ZfuXJFBQUFKUB9/fXXlj6025apMav84lq/fn2j30NiZhlxcXHqmWeeUSkpKbWWX758WfXv318BaurUqbXWSR1rPubEy97rlySGSqnS0lLl7e2tAJWcnFxnfb9+/RSgkpKSmqF0dzZTE8OIiAgFqL/85S911s2ZM0cBavny5ZYt5B3uVkmGOTF54403FKAmTJhQZ58tW7YoQD366KNNLfodyxqJocTM+g4cOKAA5ezsrEpLS6uWSx2zT/XFy97rl/QxRLtmn5ubS7du3ejfv3+d9ZMnTwZg+/btti6aMEFxcTEJCQlAdcxqkjjanrkx+eyzz+rdZ9y4cbi4uLBnzx5KSkosXWRhJomZ9d13330AlJaWkp2dDUgds2fG4mUuW8bLscmvcBs4evQoAAMGDDC6vnL5Dz/8YLMyidrWrVtHdnY2rVq1Ijg4mMcff5y777671jY//vgjpaWlBAQEEBgYWOc1JI62Z25MGqqTrVu3pm/fviQlJXH69Gn69etnhZILgISEBI4cOUJJSQmBgYFEREQwcOBAo9tKzKzvp59+AsDJyQlfX19A6pg9Mxavmuy1fkliCFy4cAHAaKWquTwtLc1mZRK1LVmypNbz+fPnExsbS2xsbNWyW8XR3d0dHx8fcnJyyM/Px9PT03oFFoB5McnLyyM3N7fB/QIDA0lKSiItLU2+tKzoww8/rPU8NjaWyMhI4uLi8PDwqFouMbONd955B4Dw8HCcnZ0BqWP2zFi8arLX+iWXkqHqdnI3Nzej693d3QHIz8+3WZmE5le/+hUffvghqampFBUV8eOPP7J06VIcHR15+eWXqyoe3DqOILG0NXNiUnN4B6mTzSMoKIjly5dz4sQJCgoKuHjxIv/85z/p2LEjmzdv5qmnnqq1vcTM+nbu3Mm6detwcnJi8eLFVculjtmn+uIF9l+/pMVQ2LVXX3211vPg4GBeeuklBg0aRFhYGHq9nmeeeQZXV9dmKqEQt5+oqKhaz93d3Zk2bRojR47k3nvvZdu2bRw8eJChQ4c2UwnvLKdOnSIqKgqlFG+99VZV3zVhn24VL3uvX9JiCFVNtkVFRUbXFxYWAsilRzsyZswYBg0axPXr1zl06BBw6ziCxNLWzIlJzUsoUiftS/v27YmOjgaoNbi8xMx6Ll26RHh4ODk5OcTExDB37txa66WO2Zdbxash9lK/JDGEqpsY0tPTja6vXN65c2eblUncWvfu3QH4+eefgVvHsbCwkOvXr3PXXXfJyc5GzImJl5cX3t7eDe4ndbL53FzvQGJmLdeuXWPMmDGkpaURHR3N8uXL62wjdcx+NCZet2IP9UsSQ6pvKU9OTja6vnK5dMC1Lzk5OUB134oePXrg7OxMVlaW0WkMJY62Z25MGqqTZWVlHD9+HBcXF4KDg61QatGQm+tdJYmZZRUUFBAREUFKSgqTJk1i7dq1RqcxlDpmHxobr1uxh/oliSEQEhKCt7c3qampHDlypM76+Ph4AB577DEbl0zUJysri2+//Raovn3f1dWVhx9+GIBNmzbV2UfiaHvmxmTcuHG11te0Y8cOSkpKGDVqFC4uLpYusmiAUoqtW7cCdYfNkJhZTmlpKRMmTODw4cOEhYWxYcMGHBwcjG4rdaz5mRKvhthN/bLIMNm3gcop8R566CFVUFBQtVymxGs++/fvV1u3blXl5eW1lp87d06FhIQoQI0fP77WuoamhnJ2dpYp8aygKVPi1ReT+qZ/ysjIkOm6LKChmGVmZqpVq1apvLy8Wsvz8/PVs88+qwDVrl07VVhYWGu9xMwyysvL1cSJExWghg8fXuf/bIzUseZjarxaQv2SxNCguLhYDRkyRAGqffv2asqUKVXPAwICVGpqanMX8Y6zfv36qkoyduxYNW3aNBUSEqJcXFwUoPr06dPgZPJubm5qwoQJKiIi4paTyYvG27FjhxoyZEjVQ6fTKaDWsh07dtTax5yYxMfHq1atWimdTqdGjhypJk+eXDVhfExMjA2O9PZhSszOnTunAOXh4aFGjhyppk2bpkaPHq38/PwUoHx8fFRiYqLR95GYNd3KlSsVoAA1ceJE9fTTTxt9ZGVl1dpP6ljzMDVeLaF+SWJYQ1FRkYqNjVXdunVTrVu3Vu3atVPTp09XFy9ebO6i3ZFSUlLUrFmz1IABA1RAQIBydHRU3t7eaujQoWrFihWqqKio3n3Xr1+vBg4cqNzc3JSPj48KDw9X+/fvt2Hpb1+VCXtDD2NzgJoTk8TERBUeHq58fHyUm5ubGjRokIqLi7PSkd2+TIlZXl6eWrhwoQoNDVUdO3ZUzs7Oys3NTfXp00fNmzdPpaenN/heErOmqZxH91YPY/PHSx2zPVPj1RLql04ppcy8Ci2EEEIIIW4jcvOJEEIIIYQAJDEUQgghhBAGkhgKIYQQQghAEkMhhBBCCGEgiaEQQgghhAAkMRRCCCGEEAaSGAohhBBCCEASQyGEEEIIYSCJoRBCCCGEACQxFEIIIYQQBpIYCiGEEEIIQBJDIYQQQghhIImhEEIIIYQAJDEUQgghhBAGkhgKIYQQQghAEkMhhBBCCGEgiaEQQgghhAAkMRRCCCGEEAb/D/oe10TAuUGAAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cluster_image_4c = labels_4c.reshape((256,256))\n", "fig = plt.figure(dpi=150)\n", "plt.imshow(cluster_image_4c)\n", "plt.title('K-Means with 3 Clusters')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Another method to visualize the result is the representation as parallel coordinates. This may be done with the python package pandas." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "df = pd.DataFrame(values)\n", "# rename columns\n", "df = df.rename(columns={0: mass_names[0], 1: mass_names[1], 2: mass_names[2], 3: mass_names[3], 4: mass_names[4], 5: mass_names[5], 6: mass_names[6]})#,7: mass_names[7], 8: mass_names[8], 9: mass_names[9], 10: mass_names[10], 11: mass_names[11], 12: mass_names[12], 13: mass_names[13]})\n", "df['Labels'] = labels_4c\n", "pd.plotting.parallel_coordinates(df, 'Labels', colormap='jet');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- Organic Cluster: high carbon and high nitrogen\n", "- Pores Cluster: high carbon and very low nitrogen\n", "- Mineral Cluster: high oxygen, calcium, silicons, and magnesium" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Metrics\n", "Next, we will use four different metrics to evaluate the quality of our clusters:\n", "\n", "1. Silhouette Coefficient: a **higher** score relates to a model with better defined clusters.\n", "2. Calinski-Harabasz Index: a **higher** score relates to a model with better defined clusters.\n", "3. Davies-Bouldin Index: a **lower** score relates to a model with better defined clusters.\n", "\n", "You can read more on clustering performance evaluation and the implemented metrics in scikit-learn [here](https://scikit-learn.org/stable/modules/clustering.html#clustering-performance-evaluation).\n", "\n", "4. The entropy of the cluster: measures the amount of disorder in the data. The larger the disorder, the larger the entropy value. The smallest possible value is 0, which appears then all vector elements are the same.\n", "\n", "You can find the implementation for the clustering entropy in the \"/scripts\" directory." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "def compute_scores(values, labels):\n", " #silhouette = sklearn.metrics.silhouette_score(values, labels, metric='euclidean')\n", " calinski_harabasz = sklearn.metrics.calinski_harabasz_score(values, labels)\n", " davies_bouldin = sklearn.metrics.davies_bouldin_score(values, labels)\n", "\n", " return {#'Silhouette Coefficient': silhouette,\n", " 'Calinski-Harabasz Index': calinski_harabasz,\n", " 'Davies-Bouldin Index': davies_bouldin}" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Scores for Kmeans with 4 Clusters:\n", " {'Calinski-Harabasz Index': 47177.59315314233, 'Davies-Bouldin Index': 0.991877352317318, 'Entropy': 2.853491072792081}\n" ] } ], "source": [ "scores_4c = compute_scores(values, labels_4c)\n", "scores_4c.update({'Entropy': clustering_entropy(np.reshape(values, image.shape), labels_4c)})\n", "\n", "print('Scores for Kmeans with 4 Clusters:\\n', scores_4c)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## K-means with dimensionality reduced data\n", "Dimensionality reduction can not create more suitable features for our algorithm, it also enables us to visualize our clusters. Here, we use principle component analysis to increase the interpretability of the data while preserving the maximum amount of information." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "# dimensional reduction with PCA\n", "components=2\n", "pca =sklearn.decomposition.PCA(n_components=components)\n", "pca.fit(values)\n", "image_pca = pca.transform(values)\n", "\n", "# clustering with kmeans\n", "kmeans_pca_4c = sklearn.cluster.KMeans(n_init='auto', n_clusters=3)\n", "kmeans_pca_4c.fit(image_pca)\n", "labels_pca_4c = kmeans_pca_4c.predict(image_pca)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Evaluation" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'K-Means with PCA')" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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qNG7cOM0yjRo1Mj6+ePGiVa9/+/Zthg4darLt0aNHnD17lj///NPk96xly5YMGzbMpGxUVJTxcXYOov3888/cu3cPABcXF1577bUUZQoXLkz37t1Zvnw5oP9Nd+rUKdvqJDJHBlCEeEYNHDiQnTt3cv78eTRNY/Dgwdjb22c65WFmvPPOO+zatYv4+HgCAwP59NNPiYmJYdWqVQBUrlyZli1bZuicf/31l/Hx2rVrTVLFpSahQQMICwszWyYuLo4FCxbw5ZdfEh4eblFdLE2faC4wXHJJA7iZu4vWu3dvvvjiCwD69Olj7Ai2bt2aUqVKWVQPIYQQqcsL7SZI25kgv7adXl5extlMu3btMhlASXjfX3zxRRwcHEwCBe/atStPDqBY4+eQFVFRUXz99dfplnvrrbf45ptvsLe3N9nu7OxsfHz//n2r1i2ppAOcvXv3TjVNct++fY0DKBs3buTOnTs899xz2VYvkXEygCLEM6pcuXLs3LmTl156icuXL6NpGu+++y729vap3oFJPsKfXPXq1VOM7KelZ8+eDBkyhIcPH7J8+XI+/fRTY2MBeiOSMFXZUlevXjU+TuhMZkTySO0Ajx8/pkuXLvz2228ZOlfSuxppMZcZIDk7OzvjY3N37SZMmEBQUBB79+5F0zTWr1/P+vXrAf3n0qpVK9q2bUvnzp1NOgtCCCEsk5l2E6TtlLbTlJeXFwsXLgT0QZCPPvoIgPPnzxsz1iQMiDRo0IDnnnuOO3fuEBQUxCeffALA5cuXjctSKlSoQJUqVaxSt8ywxs/B2goWLEixYsWoWrUqzZs355133kl1uZeLi4vxcWRkJE+ePLH6Mp7//vuP33//3fjc3PKdBG3btqVs2bJcvXqVx48fs3LlSmO2KZE3yACKEM+wihUrGjuDV69eJT4+Hm9vbwoWLGh2/XN6I/yenp4Z6gQ6OTnRvXt3AgMDOXbsGIcOHTJZ052Zu3pJ74hlRkIqw6QmT55s7AAqikLv3r3p0aMH9erVo2zZsjg6Opp0DhI6rsnXK6cmox1dcwoXLkxwcDALFizg66+/Npkie+bMGc6cOcP//d//UahQIYYMGcLkyZNxdHTM8nWFEOJZktF2E6TtBGk7k0o6WyQhtomiKCYzShJmnhQoUIBWrVqxYcMG/vjjD+OX+7wy+wSs83PIiooVK2ZpWVClSpWMj588ecLp06fNppfOisDAQOLj4wF9yVPz5s1TLVugQAHeeustZs+eDegzV2QAJW+RILJCPOOqVq3Kzp07cXV1BfRO0BtvvMHmzZtz5PpJO3pz5sxh69atALRo0YKqVatm+HwJwbcADh48iKZnG7P4X/JG+PHjx3z11VfG5wEBAaxcuZJevXpRs2ZNihQpYtIBtPTOWXYoWLAgo0aN4vz58xw+fJgFCxbw5ptvUq5cOWOZhw8f8r///Y/WrVsTHR2da3UVQoj8KrfbTZC205pyuu10dXU1fkGPiIjg6NGjQGJQWEdHR1544QVj+YTBlLt373Lo0CGTspD7Ayj5XfLlbqGhoVa/RtLlO+fPn0dRlDT/JQyeJNTn9OnTVq+TyDwZQBFC8Pzzz7Njxw5KlCgB6NMre/ToYTLdEEi3A5X0joil2rZta+yk/PDDD8apnZldU57QoQW4du1aps6R1L59+4xrYuvUqZNuvS5dupTla2aVoig0aNCAjz76iBUrVhAeHs7BgwdNouCHhoZatGZYCCFESpa2myBtp7SdKSUd9EgYDEmIf9K8eXOT+BjmyualGSj5XaVKlahcubLx+Y8//mjV8x84cIB//vknS+dIOgAjcp8MoAghAL2D8/vvvxsDVT1+/JjXX3/dokByWVGgQAHefvttk20ODg707t07U+fz8PAwPt6zZ0+W6gam68ItCZT2xx9/ZPma2aFRo0b83//9HwMHDjRu27BhQy7WSAgh8rfcajdB2s6ckl1tZ/J0xufOnTMG4k0+IFK/fn1jnI6goCAuXbpknPFTsWJFky//mZHbS3DygqRLZLZv386xY8esdu6kgx8uLi54eHhY9O/55583Hrd8+XKePHlitTqJrJEBFCGEUcOGDdm2bRtFihQBIDo6mk6dOvHnn39m63WT35nq3LkzxYoVy9S5kqZ7+7//+z8ePXqUlaqZBBJ7+PBhmmWfPHnCokWLsnS97NalSxfj4+vXr+diTYQQIv/LrXYTpO3MSdZuO5MOkvzxxx/s3LnT+Dxp5h3Q38uXXnoJgN27d7Njxw7jPk9PzyzXxcHBwfg4JwK85kWDBw82/u1omkb//v0z9V4kD5gcGxvLihUrjM/Hjx/P3r17Lfr3xx9/YGNjA0B4eLjJ74jIXTKAIoQw0bRpU7Zu3YqTkxOgp3Tr0KEDf//9d7Zds06dOhw8eJC///6bv//+22TddEb16NGDatWqAXrU8w8//NDigHT379/nwYMHJtuSRrYPDg5OM9De//73P44cOZKJWmfN48ePLU69lzTVpKQ3FkKIrMuNdhOk7cyq3Gw7S5UqRe3atQE9g9GCBQsAPRZNs2bNUpRPGFSJjIzkyy+/TLE9K5KmGL5y5UqWz5cfFSlSxGQQ7+DBg3Tu3DnF73VqYmNjmT59Oh06dDDZvnnzZmNa7gIFCtCnTx+L61SqVClefvll43NZxpN3yACKECKF5s2bs2nTJmOk+cjISF555RUOHz6cbdds1KgR7u7uuLu7m6zFzigbGxv8/f2No/ZLly7ltdde4+TJk6kec/jwYcaMGYObm5sxLWDSeiWsM7937x69evUymZoMeifs888/57PPPjMJxJdT/vvvP9zc3Bg1ahT79+9Ptdzvv//OpEmTjM+TN/RCCCEyJzfaTZC2Mytyu+1MOgvl+PHjgP57lDS4blplk2/PrMqVK1OoUCFAj0WT3QN/eVWvXr0YOXKk8fm2bduoU6cOy5YtS3UW1e3bt1myZAnPP/88EyZMSLHMJumgR5s2bShTpkyG6pR0md66detyNdiySCRpjIUQZnl6evLLL7/QuXNnHj9+zJ07d3j55ZcJCgqiTp06uV29NLVr1w5/f398fHyIj49n69at/Prrr9SuXZv69etTpEgRHj58yH///ceRI0e4efNmqucqUKAAU6dO5d133wX0jlSNGjVo3rw5FStWJCIigqCgIO7cuQPAokWLUqxLzwl3795lzpw5zJkzBxcXF2Pn1cHBgRs3bnD06FHOnz9vLF+jRo0Mpc0UQgiRtvzcboK0nTnddnp5efHNN9+YbEttRkm9evUoXrw4ERERxm0VK1Y0ScGbWTY2NnTt2tUYPNXLy4tXX32VChUqGAfUXFxcGDduXJavldfNnj2bUqVKMXbsWJ48ecKlS5fo378/gwcPplmzZpQrV44iRYoQERHB5cuXOXjwoDE9MWCchQZw69Ytk8xcmfn97tq1K4UKFeLhw4c8fPiQNWvWmAQ1FrlEE0I8Mzw9PTVAA7RJkyZZdMymTZu0ggULGo8rXbq0dvr0aYuvuXTpUuOxHh4emay5buvWrcZzVaxYMd3yO3fu1KpXr248Jr1/derU0a5cuWL2XOPGjUvzWAcHB23hwoWapmkm21NjSZmkkv7sdu3aZbIvPDxcs7e3t/h1enl5af/9959F1xVCiGdZbrSbmiZtZ2qeprbzxo0bKa7x119/pVq+e/fuJmX79euX7jUmTZpk0e/vxYsXtdKlS6f62pP/3iT9/bSkHhcuXMjQ72B6kl7fGudL7s8//9Rat25t8e9GoUKFtA8//FC7du2a8RwLFiww7nd0dNQiIyMzVZe33nrLeB5PT08rvUKRFTIDRQiRptdee42VK1fSu3dv4uLiuHbtGm3atOGPP/4wWeOcF7Vu3ZqTJ0/y888/s3nzZvbu3cu1a9eIjIykUKFCuLq6UrNmTZo3b06HDh1o2LBhqudKWNvq5+dHSEgIN2/exNnZmfLly/Pqq6/y3nvvUb169Zx7cUmUK1eOiIgIdu7cye7duzlw4ABnz57l5s2bxMTE4OzsTMWKFWnatClvvPEG7dq1y5V6CiHEsyA/t5sgbWdOtZ0lS5akTp06xhS3Tk5OuLu7p1q+devWrFu3zvjcmumLK1asyJEjR/Dz8+O3337j33//JSoqiri4OKtdIz958cUX2blzJwcOHGDr1q3s3LmTS5cucevWLaKjoylatChly5alSZMmeHl50b17d5PZJ2C6fKdz5844Oztnqi5vv/22cXbQH3/8wYULF7KceUlkjaJpFkaIEkIIIYQQQgghhHhGSRBZIYQQQgghhBBCiHTIAIoQQgghhBBCCCFEOmQARQghhBBCCCGEECIdMoAihBBCCCGEEEIIkQ4ZQBFCCCGEEEIIIYRIhwygCCGEEEIIIYQQQqRDBlCEEEIIIYQQQggh0vFMDqBcunSJkSNHUrNmTQoXLoyLiwtNmzblf//7Hw8fPszt6gkhhBDiKSF9DiGEEOLpoWiapuV2JXLSxo0b8fb2JjIy0uz+GjVqsHnzZqpVq5bDNRNCCCHE00T6HEIIIcTT5ZkaQDl06BAtWrQgOjoaJycnxo4dS+vWrYmOjmblypUsXrwY0Ds0+/fvx9nZOZdrLIQQQoj8SPocQgghxNPnmRpAeemll9i9eze2trb88ccfvPjiiyb7//e//zF69GgAJk2ahKqquVBLIYQQQuR30ucQQgghnj7PzADKvn378PDwAGDw4MEsXLgwRZknT55Qt25dTp48SbFixbhx4wZ2dnY5XVUhhBBC5GPS5xBCCCGeTs9MENmff/7Z+HjAgAFmyxQoUIB33nkHgLt377Jr166cqJoQQgghniLS5xBCCCGeTs/MAEpISAgAhQsXpkmTJqmW8/T0ND7es2dPttdLCCGEEE8X6XMIIYQQTyfb3K5ATjl58iQA1apVw9Y29Zdds2bNFMdYy6NHjzh27BgAJUuWTLMeQgghxNMmLi6OmzdvAlCvXj0cHBxyuUbZQ/ocQgghRO7Ljn7HM9GaPnr0iFu3bgFQvnz5NMs+99xzFC5cmAcPHhAWFpah64SHh6e5//Dhw3Tu3DlD5xRCCCGeRvv27aNp06a5XQ2rkz6HEEIIkfdYq9/xTAygREVFGR87OTmlWz6hM3P//v0MXcfNzS3DdRNCCCHE00P6HEIIIcTT65kYQHn06JHxccGCBdMtb29vD0B0dHS21WnAvn44l0m/YyWEyB2f/vg1/Ao/f9+eM1TP7epkWSwF2UAXYrCjGz/jQPZ9vuW0d1nKKreHtATqP59sZweYP/J9YkjMblKCCF51W8mKHKzjgALwXMKvkZk6JXiVbRxyO8stC845Yhn8r80Qk22j7nzNl/UTn/s4gmMbWLnwdcJIezZEToj67z5Lmy0D9GUlT6O82OcYCDhn29mFEFlVMOw9Zp5T+beDG/5PQfNsC3xUDBR7+OY6PErvgHxkhD+4+UwG+3dhqum+Dn3W0dJtmEkb3hLoUTsMTszNuUq2HAFdUq9TghFvg9sP3wKn0j3l0rBQjrr9aXr87+D28qdAHGALr3yM/dw7/F6nPuuz+hqsJApYYnhsrX7HMzGAknStU0xMTLrlHz9+DICjo2OGrpPe9Nv//vuPZs2aAeBcxoki5Ytk6PxCiJzz3ejRMBrisOFp+EuNoARXFE/gCo+1KpQiY8sF8rKyFKAo0HE6TB43OsV+B2xIuuL1OR5RBnL051rvP5hcKrFuyeuUwBU7ngPSb6mgfAlStCPlCyW+Lkeg+EMHvuLjPPl7/LTG5MiTfQ5y9vddCJExjm7fMYfv+IGn42/VFXhwpyK3KE5t5SBnc7tCVlS+OEAx+j3aSH3lQ5N9saMhGtOfYSmAguXJuZ+sHdr3bsytknqdEpR3AihuUd1KlHdIUap8aYCiQCzggvahG3PrwA6LzpjzrNXveDp7L8k4Oyfed7FkiuyDBw8Ay6beJpXeWmchRP4Rh01uV8GqCvEQflbgfnmciUr/gHwklGaM8dvJzSFOxGHD1Ku+EAr+3fpxlbIAvMkq6iw5rx9wDzZY4bq9gdqzgbmgXk2n8ECYNHAW/l0S65SUM1GM3uMHK+B3SyswCabe9uUn704cpZ7JLrUyMBI20TzV3+WpYb5wiFTrJDJH+hxCiIyKNvx7WkQCNT+4BE6XOJjblbG2KTBWu8WMFVNRAfUKrCj7OjWUX9hoKKKOBN/ZwwFYRRlQ0o5ZZZHyKkPDZuH3yWiYp6ZRMBalYDSrtV5UUTYZ65RUNeB5rS4NWQzfHsp63aapjB3/OdTTf/bmqNfhp1KdUq1TfvJMDKA4ODhQvHhxIiIi0g26dufOHWNnRtYXCyHys3hsiccGG+Jx5CETXh+X21XKFqF4EDrEI3HDW7A2GCprF40DA3W2nEcdZN3r1m4B00aOZAJzYFTK/UkX6EzfCI03gpsWZnaw4jnucqElLMvA9dX9UKQv9PAO5QS1Ta87BSZ6j037BH1gw57U6yQyR/ocQohnXTSgfpvbtcge6nEoqOiDJ3aAckaDchfQGv7CxsN6mU2z2zBOKWo44iGJi0iyIACqK2Pw0Wzxn2euQJJZjOXn05sAtJol2JhsdY4dUB9oUOsYnFItvnw8tqSYJ2mrX/er8QO5pXxHamezA5RjGrQLR6u7iY3HLb5snvRMDKAA1K5dm927d3P27Fni4uJSncJz6lTib1mtWrVyqnpCCGF1Xz34iPs1S+Jw/Dajis7O7eo8dbbugQkt53BiT8p9H9mAyw2ISzL5I9rJjiUkD9ICU9f7whRYnIk6RAMVy91kUuVZ+oYXYPRd+LWoZybOJqxF+hxCCCGsql0Ew37VoAyQfKjCS0XzV0yDzVz9jLWvpTxNFe11GvzwM3hbPN8VgK6NtsF2021ba/6KdqgDNE1Ro6faMzOA0rJlS3bv3s2DBw84cOAAHh4eZssFBwcbH7do0SKnqieEEFZ3/1RJCN/Ao+Nd4Fn6OHODxsBR7LP1MqFAqJnBE4DitWCay0gek34QUZaDejhzdYhFXz5kdxVqAj0qw5SipjNPbInHjTBsiDdusyEeikI94Oiz0xXIMdLnEEKIZ0NJz8vcrFkZHmT3lb6CV1PZ9SYsqAW3LTiL9/UfwFvN+OUPq9DOdFNwkMp0L70vksAR6I5pDBRbG5hQSYO65XPgfcp+BXK7Ajmla9euxsdLly41W+bJkyd8//33ABQrVozWrVvnRNWEECJbvN9kPm20ArzfYn5uVyVHLVvem0NaB44liwvyNPMEqmnVWba8d4p9VTnHu64rqKusNv6rpayFOTxz71NOkT6HEEI8/WKBY0pFtAcKC87kdm3yBh97qPGBRmmHxH8lHDUiqhZCu6ew4EJu1zDrnpnbTs2aNaNVq1bs3r2b7777jn79+vHiiy+alJkzZw4nT54EYNiwYdjZpUwxKYQQ+UUprlOK61k6Rzy2bKM9YVQAwI3LvMJv2BBnjSpmi7NUxZ4YOrOBYtzVN+7M2To8vAADWMp+3NlPk2y/XhFgP+5coJLJ9lfYRsurB1l7A44ZtnkBXm5wpmZ5DtEw2+v2LJI+hxBCZF4R4KOicP2eVaKHZCt/wDUMPh4GVNa3efEpsDfnKrEdPl4MzAA1FwYo1MrAMMOT7kCFCyRGdVNhArjMeIT6lCSAfGYGUADmz59PixYtiI6Opn379owbN47WrVsTHR3NypUrWbRoEQA1atRg5MiRuVxbIYTIffHYcLBMS7g2F4CbJUbQ+mYQjnl4AAWgLFcpopxhreF5Tmc3mPUAiii3GeH3G/uHZP8Aijn2xNCy6UHm7jeNiu81HXzHDSfGkuVFItOkzyGEEJlTD9h2tw2tHwfh6PAkz2coagco2zQ4ZYhmNvxEzlZgzXSUNYsYrV3FUVFz9trAqPNTmaO46k+GQ9KQ+P00f1ooHzIzx2uVfZ6pAZRGjRqxatUqvL29iYyMZNy4lBkpatSowebNm03SEAohRFKfxs+myGbDis9aMK26hbEu0hGPLb7nJkOQom9oCaOfn0xBHmf53AkuUpnAVYMo4PWAMa4zLZtJshD4eYT+uCsmsTTyos/v+WL3E6wl9XR61qSWAvpDyCw4CQwaCJwHdSemAd2S6cJGmq4/TuQW69fpHZZT/adwTuw38x4sh7F157GpSxtCMR+bQ2Sd9DmEENagboadHV/ETfmLH6x9bk8SY6Tthek7TeNZZFUt4I1hwB49c5ylrgD95++Ek+Tx2zWg/g3T3EeCcga95tlsqEqHr9axVekObKW6VpYzoQ3ghek8xDFlppyEevaHFUtf50mHwlaoRAcaaBrrKMP3QBTOpPbal8334TVtC4PqbULN59l3EjxTAygAnTt35ujRo8yfP5/NmzcTHh5OwYIFqVatGr169WLo0KEUKlQot6sphMjDivSNRV2hP/7IBpzjonhM8SyfNx4bcFfgrqpvcFCJj7ZJ85iMOkdVeDOQJw294ZA+aJPWIEpBHjPh9XHEv55/mgu710ENTr+c1cyEaf1HMmHLHOKOw0+LO9GW7TgqaYyeAE03HEftnj1Vqj4rHHWM+X3qKf09Gn13J6FFZQAlO0mfQwiRVcXa/sc95RRat9aw3nrntQMid9jxP5tRAHzMV9gq9606gNIY8J/XD58Ly6CK5cddBNThVqxINrEDlAcaKCpYfXjLvJlffYSD4sfWhRp88CqnixdAWQIK80nrrs26pR14S2mIVfLlFPNgvaIkmWeShuEqvYe3RDu0CRpl/dJ5Qf7pEVtRxYoVmTt3LnPnzs3tqggh8qFTP1ZEHXGJoKawNR6GvbKIhIQvNzc4sYCPMnVeG+IpeecyNw+oALg0vEJBYqxUa11tTvDXqaEQBL6NplDg1weMc52e7nFXKcOyPj7gDqNHTs7TMVBy2vUBMOGnOWw9jvHOzxZeY8zltex1a5Cpc6rVgW1A24ytZ+7JGhp0P8OFNDrZqiewFJgFUyN8WbawN2epmql6ivRJn0MIkRV3p5ThpuZEPfZx/Ipp0G/tD0fUtzJ33ligSOVYpjb01Tcct/5y1z2AT9tl8JTMPMgLxrz4FZxdANUiABcAInrBk4hhKL0zOTzyhUr0UAXHeRpMsPwM6hCwmXifJ7UKk+qVg1Si3RU6F17NRa0SW5VmeT6uTXqeyQEUIYTIih94C1f3G3TlO4IA9bfEfWrwfT0lSibYEMdgFpKdMUfLcJUJz49j2qMZ8IHKk00qvJf+cfdxhpXhsLc88SOtOysmv/MHMCzDaQGU4gaHachEt7Fmy9sTQ3FupZ1v0B38K/fDx30ZWDCAEo0e96XBqTOo6d2h9ITFlb0ZtD+QE79BsYV307+AEEKIXKHOAK8Z9znu3hT2z0VvacKBY+zVGsBbRzJ/7jAgGwN7XkRfzuoIVANukDNLa59qe1X9zQRgNMoLsG8LhKYyEdoF8AD2JAsyn1TR4df4xwGc7t/k/gQL6nAfKrvDbT8HnijzSGvh1+ueKzivwKbjvaAdlK+MRf2avOyZSWMshBAi8ypxEU/tOB0urLP6rJinyUHgOWUfwwYtwjaVWDEd2UJv22VsGJD6eQJXwKvKMgJ/suy6QUAFJZigWumXXTsF2imBMAeuaC0ljbEQQuQX1UagDXmBGVpIbtckQ8Y0BDetGSP65HZNnjZLUPZpDNWOUySVEh8PhBe8NEYqk1I9yz2HS7jX1LjvdN6yy8b5o4RrFFcekl7UnF8Ud+rU1QivUxytooJ/Ph88AZmBIoQQGebOAepxlPItoN8e+JHMB10Lw40/aW58/hK7KcPVdI+7gSu7aUUlLtKEDERmM3CqdpP7jIa6lpV35CGt+CPD13nWRAPrgFo/wRuLV3GIhpygNqDPPPFiF41DTzIzPnGqdGegkg38EJ84KeWs4V9GrrvawrLHDP/Gu8EftMrAVYQQQuQ0tTowGGgIOAB74AalIBMB5qsB3ZPEEF39QJ8lkp5ywBv2cPQxbM/wVYFHUIw7aQZWF5lxG26pnO+rMmIcxH4N0+/pe1yAj7vBkcXVQfEHrus7HFRoCWwPJLGnsRVObc3Ada/DNdXCsj/AcTvKHb6NGpqBS+RhMgNFCCEy6PVBv3FcucaRkOo81ipSKgvnWn79Hc4o+zij/MkZZR8/3LNsMfN22nFSOcPWQZmLQvph4W/w0RYy0mNapo4XaZt1D3Ypl+jz7S/GbWW5SiXlIHNfMF1n3uQQ/Bb3Oh1yvppCCCHyuKr/HkcZdQ1tvYK2QUEZE8Y8pUSmzuXtDovvv8/C+z4svv8+/S28idK/KKx65E3LdZm6LNNPwZ/KGWZaMQiuSCJwJsqMNUy5m7h0uDOgXNBoqIzDOHgCnIsuw4O/FKjmnfP1fErIDBQhhMioe/odmy7zz0CcMfyFbj5MLezL/7n34UIa600T1HM9xpGug4x5+h4FwrTyM8yWbf/6L9TgNH5HRsNeoGsdGKpn0vk2fjC3g8rh3XYxlQyLS4NoTcgvL5uepBIMb+CLE1EUT+Xu1QHc2fpLd2q9fpAerEn3NeQVXdhI0+DjROTwzObRhaFQHwhaoqcx9ukGhBlSNi6EqXUNAfoeAyNhxH3T4/9pWIUw3OizENTVMHOn9QP5mWM3HqZ+4Itf3fe4nqVhQCGEENnlxoNSwDZG+U3lMQVh1nYSUsa2uL6HU1pNbJVwizKiXN8Pw4IXJX4D7AVqC/NlQ7+FUODjjoA7DAoOJK3on72B2oMNTx7D2gB9tiPos3Svmz0K2gEtB0NkAMzN+KSaXKN6w9/L6zKhdQ5fuKdK9Z+OcEapD2zE7pYXsduLwJvTmfbDDPZpGwG4gDOe/EoEdYA6xsOrjJpM6AP02UwiU2QARQghMuE25lPsqevBdT28pIVaNIDSmQ10Xr8BgBjsmfXcpMQ0xsn8dnYSxasuhYZHgfoM1WZRjLvEY8vtluVgbwAntFpU4gLx2BKy7WXomvxc/bijFcOJKLPXiMeWrZc6Q9fpnJw2nvjxP+ebjDtNA4+j9s356xbyM6Qx3jsHjsNP6xLTGKuH0afKoqdzLKC1IRTzqYMnDh5Lt8E/U0Q5mSMDKOrX0PhrqKRdkAEUIYTI084yRwH9bstF49Ynpf9HDeahjewJc9I/iz+Al/7YDvgoLjGNcXJTT/kSHgy/bvakKufYqoSnGfu8dn+YuFCfAfEcd/ngJ3+OPUi/Ti1bwOSFo5lUaxYMT798XjF/+fsMV8pglbTAGTDzJz2N8bCFGnzQmcc1kqQx9lZp5t3DUHIgWl031GQZkFSQGa9ZJEt4hBAigy6tLom6w9gHSeE2UOeF80yd48tz3LX4vDbE43DxNixUgVrA27BJhWqqXqCmwoqm76KHKjVV8q/LENKfehzjAO74dpsCryYtUQQ+U+FU5VTrdI5q+A6YAjXtgFiYEIlvhylsoaPFr+FZ8pENqH/D3v6JqYpPAr1e24TLpEeM+duQMhhQR0KX8/p7LIQQQlgqakkpdmi/AakFAb2E0lojQpuZoZDgsUCRhrFMneRLBcJoTRBTB/ky9YY+a/JaUFF6/AtnM9huTT3uy4i3/NmazuBJPUD9BW6GOBGHDQeH1ULdCwMzdLVnSDuVk1oAo9/yS7JxHQX2PaFrtx85qc2FENWiUx0FtJ8URmq26BFuslssSrDGPm0t/XLgatlNBlCEECKDljAQvzbvpdqliAXUUDgzSg++mhEDiy7Bc/CvQD0oVp1+r/nDBwDlIG467FdJevcpmkJEUJx3+J6xLT6nENF60NKfNwBzDaWKANWo5XuQCc+PS3X2yXVKQcAGeDRdvx6r4NcA/n3wfIZeQ056jruUIIISRECcXmu7HLp28ZYw0X0sm5MMMF0H/LcAW8DfvR/00rdr42Bi5bHcIpU8gwbx2FAOjP8cs6nuQggh8gd1OBRQ/gJ3JZUSkdBJxa/yaAvmvZpacByOTtEz7bnH7ydwCRAAJYjgWwYzsfpYkxmKjljQNvmBuiJx+U5qKgHLuvTmGz6kBBHsphV+Hu9RvmYGX0QOsUMf9PEw/IvHxvAotfw3VjYB1iqXUFck3XgKqq3jl7V9uKdcYnSLyYbt1cC2fKpxhq8Aai2YPWAi+nyUhFflkn31Hx7IVrvuVK6efZfIKbKERwgh8oh4bPDrMxrWgNP9m9w/DsuUfjAKamlNOKk0JvlU0TlHJkDDSApcs2Gg6xIW1RsG96GiBpcmdoFpKowaQd3//U0rgiysyXiqa0ewJR4b4vFglXVfqJVU4xz9Gq0m8qRhw0xootWicZWTqLmUJq8x4BVnB2di6ee0jN8tmL6c1G5a0UqD8oYUyI29TqIGW7+eQgghnm12wMfb4Fr7otSvFQK1oJ5WHQLOMMBhEVGPXFjIYJNjxnSEg5tr0bjpST3OlxX0ZyklnW4SFwexcRAQb53zWls/wC1Qg0D9+XB80QZ3RCmjgarmWq20bW7cbO9EqZ4aKA+BL1mu/Yx3774s/into9cGgObtZoyHonhr4KVmQz3tWK2topcFdcoPZABFCJEhHoRSLAPLUs5RjbNUzb4K5YL6HKMex9JcC5xphhR/rxTexiGPRpynNNQtRFd+5mSlxnDRDugGL4At8XAcYC5PAlW2j2wH14DS0JEt+Lc03MZpCV0xH/r+JLW5QCU82EchooFe4AWFiOZ5TlOD09nxKq2iEA8JOoxxWEh9DOvpSuNeJ3l7FmwEInOoLvHYQAvocg8u2RSjSMRNvnwANQEf4LpLUYvOc4dibKCz8XnjXicZaBhAuY3+mjKbMju5dkDLyvAThax0RiGEsB47YHxdIAN3rMPXpxnnNF+a5ALKUOCbbDi5vf6/raeg3X96LDZO6sFcJ92+ja1LPM35k+qnwtkIUCuxne23X2+TMtsXigLasZ1yh29z/YEesDblAuW8o5wL4A0JN7Ie8hzTv4X22i/8FqjC2cUkBPfNbnFA3cF/czy8KZyBi+0rwZq5QDdoOR7vAAXVgoGKY8CxwMTnYxd/jq/7FP3JReDWTKwV1r7X4U0W1Sk/kAEUIYTFnImiU42dBJyx/Jj+Px5kYp+x6RfMR3p9sImAb63fTNoQj8/6ucRjQ3EiqMo5IrTiyZYBVaOW9ggv5uKYtFEbtYDzo+pTRfuHdmy3eJBr7afeMHstN7TOvMWPlNXms+ifYRxRznLErx8Thoyz6mvMCXNn+lBj5mk8lZ16hy8HxGHD3IU+1OMY5ZQQ/NEHOnp8Dn6T3+MuxTJ13llDhlJoiP5zbsd2yimXkizgypqW52F+5fczXTchhMhO1QClvwajLE+ttkj7FpTA9AvmI/Uj9nFceQDMtOp5YwF/L7DlHleAg/egnHKcv5KUKctVPBxC8H9sekNi1uihVB59kc7KJouy/5izBzij3GZQe1in9cNnyjIOphbmJY+KBd5XurKtLigOGjxSc+S6kYCqNKNHC1AuaTB0LXCM3tof+ChVWJDJbIQNlKnsZioALceBMmMXWDx7+dkhAyhCCLPKchWfsGWQdAnCfThwhox9gVsCU919WVH9dT02Rz5UmYu8e2FF4lrS9Xqsi/Hu+tOZ+82Pz18EfPYs43yL0ixlQJrX2EgXjoS+wOseK3AjDN9zkyla/jof2n+DDXHEGz+ubSnFDYpzK9kZbgNHOT/nYxa9YEhXdwp4QcWl0xVisOfLiE+IPaWv1S3d4jwDCICewP4eVOJ3CvKYUlwHp1jgEknHYO5SDL9zn5rUKTcN4RtKh96DgeAVDOoZYB1M7WJIGXwVNmTTtcsBg9oDQ0y3v8WPlN5yj0D0td0+3YDBZCnDTRTOROEMYIifcinT50ou1oV0Y7IIIURO6Aw0joA7Lom5VSMogf7xt93i87wfupx7cauwLRrLrAwuocwr3gbc7sPDwvp7MfmTpoA/rBmjTz14cwFm531cfMgTrS7qrOOoYyy71nX0qBeqJ3DV0JYmYUM8Fx+nTEEchTMXqESvmSQu5amuZ+7hN8PsoYYkzh7aA+pV03PEot+IigwGn1PL4LfEfS7Ax6nUKbccvA1ttE3snKPCqOks2jyMCO0zAIKpD0pqiZqzygMOd2Btg44krFi2A3oshU3924ByAHiZAtdeZVWYU5ZyAp00/ANoeQxkqMA8eVeEEGY14jCLK2R9loW6E+xqwPBHGzlhnz8HUFqxmwVVTLsrlYCQvxtjTwwuynGz79MeYE9LUDtfS/fb/JGxL8AX09ly6yM6Ft8M1fZwz7YlMbEFcbR4sOI2jFITn7ZTGfvX54A+ABJbwpaEqafXGqpwCMZ6fA670j9zGG5QLZh7Dl7ERGekTtZnSzylG90j6DDc1DrhRRCOyn3UUPTkRdmsMbBsW2+TpWn2xFC63j1jukDvujBt3UgeUzD7KySEEPlckz6gFDd3t1vN2IleUCnKF2g7RkJb69Qtp1WfDIrTcuCsYYsKeKH9oEBRUNiCvuAluVk0U3rAxYNMGmN521MLWBfUgeb8iaNyz+IFG1E4M3F04gzjqft9UQ1tsCtw5FB11tBT33fBF6qYP8/cx6Rou2sBPwUltu/WWUSSNRuBVkpndqw2pAzupFKcpCNV/tlzYacOhDVUTJamOQPKYw0UVa/ZQpUvSys5nFD52SUDKEIIE4WIZuyKebACrBG7UnUHZsI6+1escLbcEYoHHweFm0YzLwyLqY0N8QwKOQ5zQDUfZgQsCIhWxfcfzjccT7vi61ItU2DvA57s70E1/NiHB78NeB0CzJX0Aj8vig68hg1xTDsyw9AHTTKKc/govn0M61wdoM3STTTnz1SvXZb/YHsfqBZLQWLSf0HZKA4bYoPA6wLMpyxBeDFmxyb9zlwcXH8t27oxqXpMQWJD9OxLALEeyOCJGTY8ye0qCCHykEpAtNYP5dJiWGGF6CUrVXa80RwqZP1UuSViCuzWvuS+YfYhQHHWckLRs9/s00bzwvW9PCn9P/MniLPO1zvlFXi34QoCMORp+QUudSmZolx9jtFryiZjcFW1I/oMzSlnaFDBl1n9h/JrZU/UbYZe5SM48DrGJbYDgfKbgTEYb0KcBXz6boIL1orAYUVDYYe2khgKEocNnV/cAXvVHK1CFKB5KEzTRjJR6ZWj1xYygCKESKYQD7n+Vsa+gDqSRkq7ITCxTf6OgXKaGkz0TP01TGwxlqn2vqQSp9Uib/ED8W/YEkNBjlEPKAJO+r4Y7ImhIKNcZ2PzWjzROLI/3h0C5mI+TGpj3h8yX1+OAzAB2KQmK7MOViYM1hTh2NKeaQ6gFOcWE9rmnXgoU4qOhYb641sU52ibesZ9Uz19rTP6l5k6tdcHIfX0hs8ee2KwIZ6HqXwi2FgymiiEeGaUA9q/GJDBL6AupJZudc4bH/KH8hd/ZL1queareEBJI5yqcpxTWk1q8F6Wr+WInoQ3nocUitfjrdkZtk/fD7H79f0elcG3y3Czn+1VOcfiSUlmLI+DuS18GDHAn4gIcO4fxR6as6d9c8Bwo85tHhvD9OLlW8DkjqOZdGYWDNe3XQfUPBrKRr0BKHqkGDvQJ0155WwdYgG1EUxymcNEUhlIewa4oP9+XsF6AfYtIQMoQogsGzMMzswrb3bfTwnfckW64rFhzqAJ8DMUuPYAd9dgChKD754p0BJKapfpwga+azQUDoeTczlmhKUqc5F3vVZAC5g8fTRxz9hAyoQtc2AohJxvzDZSzjqL0bubQgiRac20BoTO8DK/0zXDi36eWXbAmHXwoGMBCjcN5oIhnpvaC86vLk2VCtcICIP+5yGkcuNUB8bNicKZvdcbYEO8HstGiGxQUWtP1+nb0A4oqc8CzwYygCKEwJUbVDOstS1OBBHplHdET4Fq/CrkDd/TN/sqmN/dgJfYzVmqcpWyZotcpDIXqQT7gVvQzXU9ZbjKnzQ3LNNRublKZdcbreFwKLDVzFnsAE8oVoRQPBIz8VxM2O9F4l27KyRfQx1NIQ7REPbbAbFwCnbzErU5YSZobe6oQBhuhHGC2tzJhewxXkCT6nAwleU5zkQRFAxeEWAzPf6pH0ApRDT1OKqn1AYIhfALGFJim6pAGA7GNf1CiGdVO6ClIQg7dbEgRqwrOPgYZ2UuoxLq+GyrXv63X0H1gNBQ8z0F0GOM1ANoCNftS3F6/zXOAN0B+sBSBjC1uy9vB8AvlduznyYpzmFLPPU4RrX4s5QjSaDZCvpS2zDccCYKd/ZzixKcpobJ8Ql9SRrq5amuX38PKYPW5pbeQO2GsPawnvI3Z9kB40CFyFE5fvE8qRwwqC5giDXdk76wBnBPWTbhZ7fosPXrUcD6pxRC5DdDD3/HAyWYB0ow55Xj6a5E6QDc1lqyX+vDfq0Ps9yH5kQ18625+yFSCcEnOPVkf4FzBhGiRMNK8NYWU5VzrOJNghUNlhgWVL0ZwHnlOKn3NktRUqtAyTuXOaLEEaw8IFh5AMcXAC443a9DH20/fbT9sKlDiqNPUJudSh3oGWColD/BisaPj9/Kysu3qkGBgWhKMG/xY45fuwjwwn3w/7cfl3HL8evnRR6EUkbZafz8oAn8pvVhCx1TlB20JBDc9uZCLYUQeUlZrTTK/n/1fwH/QPjctA8o5oPWQOHfW/q/I4r1spE9ld4MQAn9F01rkGqRN2bC31pvGAh/K9c4CHzsBke1Hszt5gOA37z3CLjrzeFUZhIX4y7dK2ylSOVY9mgdEvuEbkNxJopetTYZ2wbvQWtTHN8CuK81w89PX4o0t6MPR7Ue+FRPUTTX/K69j3L4Fj2W5sbVS6GFFGD/KCUrK8SfKoM8QbmoGT8/3mAV/x5WWGAmfNIv2nCUw7foONX69ZAZKEIIIuvZ0cMzA6sH3WE+tSUFqoUaA16e8MjMCPlJarP23Nvo4dWPQUAXVo16g8HFFxLzuCBwlMQQahfTuVIcN7+rAI8AfsY0b1AR7geUZMWrhnTKPyc9Lpab0yuwtWYF9OkurlCpv77LAdzs/7bshVqRLfH0ZynORPEtH+BGGG/fXgtL4SDgYRLRV/cSu3n5Rgixh61XDy/0nx0AhWFn4ReJphCfPZ5JmL0bP/AW7djBS7f38b1Lb+Nx14/DhKtz0Ax3SX5w6ZHi7ltu6Q3UbgNHima+l2pLPANZQrkNt/En8W5hD1u4QCXzB93OjTt4Qoi8psqWaxCS9PMn7Qx9LVv8zlbFfN4ZYU4/CFF4IfQIvybb4wF08AS80We99oE3bsOCw4CDvi0hAPp1SqV5lXhsoC9gD2epSpQh6G0XNtL06nFoCT2AmaeAq8mOGwktz4Af9SjGXYbc/g4A5RFEnM/yG5BhjsCYeUAFCOgO3e2hyGFQDnwLzDUbckf1AFbABKuGh1MhxPCwtAbvv88VYPwOYAeoM0BtD8yB8HpJDguEjy8DhtTdkQ0N2Y0yoQgwYjGsG9jBOqmZy6t6nzNgQqZPYVqntST0Jhx5yA+pHHOOqsAyvug/DCbOz/S1zZEBFCEE/7MZlTJzoLAar44webP5eBhrr/SEajMwhr/6QiX2Cy8uapUzcaXrMFBNZV8kDE1tXzRMSLKvfH9GX5icqwE/CxJDxQo3ORoGZbWrvHFvLTOK6+9SalE0Xg4MQbXySjKvbjBxnWkAYQ9C2eHwhC6elyAIPOfsY+YoGKRtYIc+IVkPwlxOL28HjItYy+cueSOYcu3ZMHFk1uriTBTODrdRM9hBy73k10KIvEJ9DaahZOgYGTzJgLPwRTXzKW07eMDkoMT+yMSBY6k/8Bj1lU0ZvswdijFxesq2pOkHx/H/Fppr1bnLc5RT9pnsf0xBJg5LPG7wve+M7XtucQGUWxqoEIZCkRBQas1Bj6hTxOwx8/e+z3ClAtaMulPg2gOmlHYyPlcBtS4oba9BiCvTZih8sm0G85RiaOs+RBtoKBiiolSYZnjiiHZspGGNVsZVA5TNGgyajjVue/iEzaWcMjJL71I1QPklM3WK5Gs362dElAEUIYTIZme2wKQZszg/rjRLGWCyz7NcEMHzxsMoIE5NOIJNvQbpefxy8SunTS5eO4aCsAPq74H6s1aDPYxfDnwO6gVwee2Rnm0nKb+sX9cRGDMSY4afR91SlgnDDZ9twGWYOssXisKY5cD8R/R6vAmWg9cOmB6gdwiz0imcesM3MVX1SdiXVuF09AZqL4VL/VOmocxwnb6GDUkGTz6ygeIBcKRj2rNapNMhhIDc/bL81HtV4aT2DQGzPkQdY7rraKjeH0nxYbwU8MQqGeRuL3TAp+UjmHNG37AcYjtn+bTZKgq4P8GGb6cOZirzKMRDvtJO8NH0JTBhOsrzGu9ppp2MyROHkvXBE1daatV4g1UADA11SnHG0OOwVXuD/bhzQfuKMlzlK+0cnzCDh90KMY8PmM0owpV1ZDXps/ovdK3+IygRZPmvtLTKnP8+ZMT8yVl6lxLrdD2xTu1Uvvp9IJ0+2Mn+NI92pFyYF1fcrJupSPoyQoh8wZZ444yIeGzyXnBOW/3Lt7mm6weA8aBWv4Z9rxgeU5B49JTFHoTSfNif+F6bAl8kHHEF1qhZrJAj+uCLuQYwrX25w56YFNumVR+JR/VQopUQuniA797hjL06D8aAugXYYv16FAH+mV2F9egjJwmdyaS/fxGUYGL7sXx+z5evisGI5TDNeyQTGs0h5DDc0DrQrs92bANis/QO2xOjv9aArLyiRLXrwuT+VsgMZKZOxbvDRO/UZ7XYEwOPpNMhhMgfipD4eRVNVr+WWl9BHqPPm4giRVt+VmWZAq213riMWW0s4QhsBNYlCcBrCD3Pf1onjmZ2ygL6Z3xC3+xLPuE577t8UtyfK7f1uFhheSxumLkk2N85PGFEC3+UPWGwqTyLOim8r9Vj0YRYqKnyXYojVCvUpBS7x7RnwSz92UzDVkfDP9CD6kYqwaiHglEaLWKeFsET5TvmBWrgDZqbwrAli1CYT2Z/U+0AZ8Ct+r+EKz8Ap7PwmgymAYp/lt+lStVPcklZaVInhzW3uaV8Z/bcCa/lXwoBT9i7s7XVf/ukLyOEyPOe4y4jPvCHnYYN02Fir7yxHCLBioav008LovQL91BTmWt8tDdMaDiHvYcaMJtRrK3lDV1hrO/nVq5NdwivAaoDLFGT7WsHZ1vAQgVmJ9+XOxpxmO4tt8INMzvv6R2K2FAYW2MeoWeyty63gcpO55lQdo6+4XN9YGBS8CwYZCjUEPxX92N50T68pW3hFzx4TEH+PlSXFrePo3htJSIkax3uzx7PpHC9J/yeza83JwxgKVVqXSPklCE8jxBC5GH1gInaAU7OaQzAdyPf4rKyIncrlUxJp5toy4ehOGvQVTVbpn/JVRCwCm2zwtafoMMVYAuohrbMDn1m53nv0uymWqbr0oI/efWFYBgDE7vpfbMonDkaUZ0GYWd4t+kKGAIT++eNfptaFpTvNTicct+ws8Aef+jUjvdna+grzdRsrM1ZlPMazNafzRs5mGhlES20xrSacwAApw9ust2pFBcagbb8fagC0wFtuwLHQInQ9MEKpme6FuN3gHJIA+Vhll9Rbhs/ExT7hJ/ddNwWh4GVh1BkAEUIkecVJIbr3xriSgDqBqBX9l6zMheNaYCjcOYsVdMsf4LanKA2U3v54hWqBzqNTFZmHbD9MPTgqh5s7dQGmNeFA75NINyata/E++W+ZVHPYYbgtEkVoXHVPRx0b5n64bfgGPUoy1XKJI38lk2KE0HgHlIkuG2MfpeoBXqQUjUHBhNigVkPAMO11CXQyPswBCRev/MZPU3vWaryNR/iyg3qc4xdeHHRpRIlgzdxFD0A7UXSD/2bVCGiqcZZCq97YrXXawc0Az1vZRaUIAI3wkg3z7mBPTFU5SxV9lxDPZW1awshRE4pDpx8sTHsVQH4bOQXfEj2DqC8DVQvqz++fjWxv5OaWQ+AvuCjzcWfSeiN/RXTQrdU6F8O/MDlJ1hWtjcdB26hw6D7nDSUjuxjl2JpcUaV4gaLQ2HQEmjU7TBhuHGL4qyhJ/+5/Und/cGUP5z68XeLOuHJfc6SsfYy0+oC7UJJmeR5IFAe8AHOwCg1ByoTrc84XqM/G+7+LVrZRVTiB+P176sq5TB05/rqqZ/Hl4LAAHh7A3BbQ5/rPB49Am2wxVcvBwx0Af82/aCtap2XRBHgA5zevKm/pZnkAXQoC5Mvpd3/TuAC+BSFg6NrgTId48yskHSyfGWCpDEWQggz3h20AmdlK87KVvq1XE0hC+cT+I/sxyPNk36WrpJ4tIDflEIQuDjzlc2QrRxUouDNwDTrtFVx5rtluZeeugjQ5TqEaa8Tpr1Oj0O5U48FweCsbMU/IPUyQ1d8Rxllk3ENM+jpIG9rHeifwRtCrdnF88omAq2YOboxUEqrzuLV3llavjPs1CL9vdhoWfl6HKOV8gur0hirE0KIZ50d8Jp2GOVqDMrVGEpv11LLZZZCP2UkWsMC4DUo/cLAUvpzXnud/qMzW9vU+W/R28thpxYZt+3HnSCtB/7z+qVZp7BsqpPlyqH960ZMUYWYogrntJdIPWR9NvJahXI1hkvKv6kWOal5o9zQ8J6XZOMEb7SyCt7ayQxdblAvKPBE40PFJ3P1NWsg2pDChDqVSnEjMSM8NAeUqzFQaYNF5T+uDAWrazRRVpLdS9RlAEUIIcw5r6873QNwxvKAqlcpyyEaUXyMPk3UMZVyxbgLDbsA/Q1X8YBiKpkOm27iIotOD9Nv5RRT0edCJIhGz2eQfL5HUpWg2Mv6XRorq88xPo2fTf10oqjHAgTDa/FbeC1+i+EHkfNuo186aSK/G0C/C6vplpAL+qp+v6diwE16Xd2EV3ugI7zyeBsct+w69sQwgKW8sOUI20n7p5NRD4EGp87QLJN5LFy5wSd8CUtSvhdG++HT+Nk04jC2xPM2P/L6/t/YDmSsOyeEEM+eMwcaoC/BmA5rLF8isBUIOAwddq0zzFgwF91D/9zud2E17djBCWpDWStU2uAGpRjUBjpjaKqTzFJ8TEFOU4OraVzQlRt6O58NjcUkF1C3gZp2RmYgmv+r3ge71WC3Gr7lA+tXxiIn0X8PDiZuuh9JifugGmZz6LFq5jJr2FCUY8BxhbpT/4YfYeNjy6L1ugDqTNi0ug3cDSDlbJysuM5NPydqD8ncEFQ7QF0H3VmP/l6k7C8+8nPRf65uej9bHQenzleE/UHo872zlwygCCGElT3EkcnTRxN8pVlCJtsUqnKO0Ycmw0VHwA7U+gy/4wvFelihBuugpt4JG31nMrzqlbHDS3dh5J1pjG1i7dgs0Gv/Jr6yjaVXaNopE6OB6b3hK9tYvrKNZXruTYZJIRSYXgUat03s7cUC0wdASDlYt60DkV/b8a3DE1QLZ30X5xaFlWtMfy3l0q+sOgZMrwUNmp7BNhOpqVvxBxuUR0yfk3oZ9YL+s+r+21YKEkPNCpeY3jSHpmMLIcQz7CLgqfRAO6GgL3pN6SCGdqvlyUy1A2nZQ3Mm7xhN+b2ZO/6NB6vxt41FtXB2Y0acjSiP8socjlxPO0Mc3OY9pQHKK3NQXpnDLMWBvBNofy6OTnNQBmpJBiQiGaOURymnobVXOLalGYrXUu45pAx1a44HoKzX6Ky0x/ot9Q+UUiajtNJSvYmYlpZDQOm+i2DlSOqFJkxHeWUOv172xBVQnmjUUnyAoMxVOYMkBooQIlvs5iWCZ75K6THnGZgyEIfFPr/ni90SsGwCX94Rh43ZdIDRQMUBN5nRZypz2/uAraEjY6vHerGeWNgeyazpk+DXh4AjtBsDTsDPC9DnVqTCFkPtsyeNcSzASJja35CG+BQsSK1cFnkBXjOB5aBaOBvEErHAmZ0wdYkvzE/cFochS5SNDenl4HmTVdRZcl5/ck//Hc+u7losZDiCqzNRjA72gxXwK+nXLRZgPIw9M4+QsLzT9RRCCEuph+CjhjMNKVPzj2iAB+b2ROE25F/+b8i7RCshnNgDk76dBWkMiGdGHDYc9KiFOu8kHIepJw3te3WY5TlUj/uWTFmu4rNhGQRkX5YjvR8WScNt/zJD+wQAL14BxVyQMWvkW1J5X5vPom+HwQdqFs+VVKSecUcbid/E0eiBbaMBDe0RKI8NZQwtr/JcNKu1XlRRNpEwLqWOBN/ZwwFYhhso4WTfOx8J9zN5qC3o05jSqlssEEuHVUGM1T43BIzNuVxZMoAihMi0eENy16RftuMNHyvBV7zgs+lcezSemEn2GfpCbku8MVaDnQ9MX5H4ZcxOL5BvxaKngO0cAMW1hHmutlZ6TXaYfm2dCxMSHrtS5fd/KMEt9ikupDeAkh1siSfhxpdqXB9lXcnfAS838B09nLF158Fr1r3WD5CYmccg4dq28Yl3+BLuwCS/61dnw3ljNoScYpPkbys9zkRxwQuWZeD86n5gf2ZqJoQQ6Uv+GZ90e1IZGcB1RB/8jgWK1wvnthJIYhhXR+x5nOF65h2RhCurae+0m2so+qsyrE7JaoQP22TtyXq6sn5YV6YO9WX61/q2twBnLcrsAIobYWx43WSxilU5oi8hAuBVlXEUNezJ5FSZFOzQO0zRic8/gxeV4XTWNtD5g1ZWuo7BWZWJihOmWYHiUGwB+2R1Kv8FvfFHc9/EdkOb/NPsToxTEt6DSMxkGbAiO7DVfwbRWP73mOE+/psqvm8WIHszJaWUj7+GCCFy21L6c82tCgRpTKg6HoBzVGV1q34Qoo8Oo55g1pJJVA87YhJkMzUvsZuX24bAFJjYYix//1iX8TOPE1pB/8Bqchn+dsuG4Bw5xBEYsxyueRflN8rSu9wqVocPw7Pcr1k78UBV7xS5hwDbzRS4zXmlDvp8h5mpnKQxhHSheosj2Fh5iq8HoXR6ZSfXf7PqaU2o7SF2NdhWgWW3oX8InGlRnpiEDlQOOAl8XGsT2g2905BQJ2UqTAqZZVL2QuZCkmTa2uMw4YU5EAATa+aNdJJCCGEptSzEngC710E1JBppDHQ5Bo8qJ5aziYPYcoZMNemdswUo8zX2NanHZuU4EQPLo0VAgeIaOIB2SYG+n+Xw1zNrcmGe9g/DAhUC+lrvrFPX+8JSWLehA4doaLJvr18DRs7Ul19EFHYhghLWu7CF1LqgrNT4rBVk25frw+PRYhWUrzUICOGA9j6NZ0xgJuTgK16F8rkGPwFMh+Pj0aIT6rQYpaeW+PLrQc4MNLzNOe0lrrKOVuU1Ito6skBJfwpsY2C6FsSETz0B62fOsSYZQBFCmIjHljDcUv3S6UYYNsQThhvXNleBcBUCVP6d+jyA3pCGbEAPg9kYCIbw9ZwJHc85jwO4EUbBNO7mFCeCkJ3Q8hWgBWygM3+6NWdY5UVgD3PdfLhDMeu+6BxkB1zyLsk3DCEMNxx5yNhyM7hLMU5TI/NTHtuBZ5NfCU413XIsaTec1YAO9Gnxf1S1aghTXVn+w/+3VAKQJlMOcEUfjMjQhMy2MKXoWKZ29MUzEH5p0Z79NMlMddNkB9QEoki5cvg2mKbsdYdVRXvgvWMt6mGrVyVDjgHHQkFdDtWmn+MqZXmYygplV25QjXM5OCFWCPGsqkXqAddN2oGGhs/4Pr40NgygtCsMy+r25iplKctVIihOFM5Maj+LeuvhFOnc/a4LuMMSbSBlGI4aAC0CgGmAE2xwzb4ZEklVbHKKS/QD1lv5zI4M+3oR04fq7VY19N6Zq+HxQ5tCmTttMBzdaAiIn8xmOrK5cMc0Dy/LVSpzkWzLcP8CUHcDlv30WqD/Fm7Esl6K7v0G85muQEntMjf3tqRxjZOo5lYGZVkRoBt6CPvkwV7PwlDV+KxDnXVEOgDfAQFX4DOVnFeOKn2v4eZ3DdrNZZI2meKMSfcoV2BfLU84pWZ7DbNKgsgKIUzcpRiBJQexWqlr5t9LbOMV9tOEFUpP6GSITDJtlbHMGeUO+le1EXhqBeFNHyAWXtjKCmWAPkiQhm28QoTWnsWjvY3bblGcFedfZ8XJ1/P14ElSJ6jNCqUvyzr4EI8N/t+N4BelCsSZiwZigTfXEqw8B2QmCpsj7Pemk/YzboRl7vpWNGgeOGkv8lHhzB2/bHlvDmkdOGaVjEYpeQLVtOr0D0m/bOAMqK6sxf9wtlQlUwJnQF1ldZqxiYaO+Q5HJSRTv01CCGEpV6DTowIU0Nqk+FdUa8ZAMysOFw/2NpbZfL8TF6nEO3xPI2U1I37zJw4bAtf1oI5WkWbpXD/gW9CqKwxThhu37QNi/qcQM0lJJ1+cdcQCoUottMFVgBHZco0WQE2tCt579ZsAPuPgodae78nctJT/m9eHC1p7QvHI8LH2xODTZRk3lfPZN4CSAcO1/WiebtAz46l8Y4FjSkW0BwoLsmXwBGAE2rAq7NMGkt7Cq61KOYrGa+C9NrsqY4GFKIEaBYvdwvph8fMGmYEiRB7nTBTd+JmrlGU7ba167v8oy2Y6GuOWANyNKAa3DmD+i3gRjq8dAaUBAki8/36SlPnnNI7F14PwhOf1oLTCL5d68mdF0yjx7dhunPXwEEezswZOUDtDry3LupN4J6E7Ju9RZnUGmtSEiQxk07meUEIBW1gSP9CwFDUraeSOYS7VW+rqAYaMPw7QoMleGnIoC9fPusZAFzegF4TiQRuXv1IJimeqGuDthj6yAZxNdRaOdTgCh2lE/Vrp95bOYt2UxNaQUKfx9+5jXBKe3EnzC8GEEE+3WsAbk4E9oFp5yWUloH9ZMAnDVBw22XuZ/SJeiGg8P9iHmhBFvov+v8u4cRk3k7JROFO/8m1jet5KXKDSg0vUbAEvXzY979qwxNbyIqSYNRALTL+XwReXRf6A17dgdysS9+L7iV5ohZM6qfrEU7f38fKEB48vQhyMrwz0JUszNC/o77DF5StzkbaGVqUQ0VzfmFP5UtLXit0sDgY+s/SIzvBZEz6mKj9hiJaTnfeenCB8PjQdaEkk/K0QZ82UxJkRSdIZz0vuDSTabwwnhsLqVI5Q2wBTgJbZXztrkAEUIfK4RhzmrBJOh87hbN9g3QGUXbTmmvIHKQOKpjZiHAk9E+JnpDe5fzK3bYsYytnBRVc6VFzHVqUiNwk2Kbni1AgmPD8uo9XPVtOGjMRmiB4HJB6bxEBkWdBkNUzsNZZpzjPg/lE6aafZdK4nt23Xoi8IyUE1ezA8IUo+4JgHFmt06Qi+m4cTQ8EMZSTyrg5z//UxG6ROCCGE5d7wAGXSPQgvyKTymUlCmrq3i4LflfdSfFantpTwIY5M8xuJjV9iW5yaH3iLQuejiaEgtsTTsuVBQvbAXa0Nx6hvUnZs23kc25nFF5MNgoD5JYoSC1yxwvm+i3qLwsoKrmguHOtSDwclGC9PmHV+KNFkculOJr17dQVzyyU+z9fzEmY3Yc0ohW1f5HZF8odHxQJQWI62t6++tMoM5w03uO/0MzA9J6uWabKER4g8aAjfMHWDL1M3+PLyrBB9nocVg8DfpRjTdszgfN866Os9I5P9S0tG0rwlpFSLhQ/s2DqxO/pMlWTXGwjT1s4gLNkdJYBP42czdacvla2epz5tjynIQxx5iGOWB096A+o4uNSrJPdxNsQ5iaYQD8HhMfrgSQ4nfT0VwbxvxzLvu7HMWzaWE9TK2eubEbENxq6fR0e26DF4AkDtDy6plC8HqAOBpfrdx56sYeoGXzzI3uisZ4F+365GGZatl8l2dsMxfs5MDfNNkSUoO8hdGyHyHnUp1NE6UUfrxMC9XwG/wy0Hq53fBVC9we5Hvf+R0LYm/EtLRtrihzgSh42eGWYOtFwIYbilvN58UIfosxeTUzfDS9qLvJ35l5sl10kzR55lyqt00urw7tcruIKeYvgx9nrv7pHe+7A0G5slqnGOqb/58glfplrm77J1GfE5jBgHI0brS4rykihgh29zymtvQ6r9IQ+qaL3YN7IeZ4ERI/W/GzW78xrcP8F32mjK1D2XzRfKLpHAJdw8/jV+zqjX9cguCe7fdUYfNrR2X9gRNlt/WZz0ZYTIg0oPv4c6P3vOHY8td3kO2p0g9cl02eBXFVJLNBOiQkgtzmnVUsTgKNI3loAVUFs7kaHponmFHVC7M0ycPjbFMqB4bCDOep2YjPnKmMoQXAjt14l6ObLaO3VfxaMvnfrlOBu6dGZim7F4tAmlUsBOsx3K6sBPiztx1BDrpE7geab3hXEROwl1yfi6bEudBNQP0i2W56kB6Cvx0LNbFLwSQ1w6X2aySjodQuQ9Hv2D2KfsMjy7pf+z7WG187sCvy9vyR9YOa1rGiZ6jCW18BwT646lgl8YLb4OTLHEsljb/7innEXr1cqQ2SS/sYOQWJoovVEx/ZKa4RSxFqrHMRa/AoP6P4KliduT9nnW0431k7sBUIiHTFgxhz25H3LNKBL4Q/mLsLo1UAgj5bJ0gFc5W7wAkw0dkvmz32e4UgXt2CayKeSawWpUxRH4Pjsvks1iCVd+oHfCsrHPNrIUhUiynk47bY6EXXYzc3s2a6QvI3LEAJZS5bVr+pPC8PvqnG1I87MWwMt74YxH+SyfKx5bfL+bokeXZ3GWz5cT/vmxCv3nncc/WZq83OZMFKOn+GGc7DBOT7uc1AlqMyTiL065VATAd88UGAiwFrjBWjcfQ4yYbJ598qoKfhq7q7rT4nbKiPRKHDBqGNiA38z3uE6p7K2PBeyJYcK3c2CJaTI7tSNgWBseWwS+TDKottP7RcZ7/sUKl9dzsqpPhbVXYewr84y9gpAtuVodIbJEnQ1KzxiIs8Wp9C2i2pZCzeG04fnXaI5r9agzZbJVEp6q40AbCQtyOo5ZJt39vAz8C6Fpx7vPcbWAX7TvWHFuAAD7qtZns2IaEyMoGLSTDeD/9AgUai9gHvwf7bhLMT66C+eLlrbq7BOAUJrhc/0k/5SqAsDUUF9Ygp5Cd5SZAxxgov9s2ry2iclK5zwRb8sFuKmNRVk7A3oGJO44O4knz+kLNpTzk1nVNHHXsLaL+DgCYqvkaFWfDl9cYMBxDRw0/Xl5JXfrk0EygCJyRJVT11ANHXIXoAMXn9kBlEJEU4w7ZvdFU0jPMuOSOLXUqyj4e/TjakJktEy6jzO3KKG3quFqls6VXa5Tihu4UpwIbIgDYCVvkAe+z6dQiGjCJ2HMY6KWIsWc1OuU4nOXJIMqPwOnAtGnKUan83OoBJlaCW3muJ4wvOoXtCh+0HjnxJzOgPPMqNwfQLmtp8vWxmGsryP6kh0GwkS3sWYP24UXu9y8cqiST5djwDErB4wUIrfcHOkEir6W/j7VYDJk88q+PKsSqd8cv4j+t1+Ji+yjs77xzUI8Us5nefCkCPpnduxoPfVwXlSpMJR7YNrKqrOAWblVo9S5Aiuavgv7VQC6a+t4L1lWwyAgKOnqk47gX7YfEZTgMQXT/Dm4coN4bLhF8QzW6wYx2DOxVJJzb4CjS4BrwHHV/IGdYKeDyo/kfsDyi1TibaD0oBmwRDVsdQWa8WPVbkxO5bu9uhMy+HYJo2V6CvF8SmKgCJHDxl6YRztlmdl/I2b5A7Ds896U1V6krPYi2+624QauWb7uvG1jCVS8IDyvzjw5yxkljkWNhhGdzcsIckvv/y2jgVYN+Cidko0p+uhV2D6IjE1uLAcX34ZTgyDp78zArcxTxqJ0zHCVc8WGAdBUWc1XSQZ7xlQHN60Zi7t5p36gEEIIE2/eB/dKmtl/v2nzAFig9EfzdNf/HVaShXnPnBH9oaT2It8Ufd8KZ7O+q5Rl5/02DDpvuszlabJhAHRXltGZDWmWq8Y5htb4jmF9F2UoFlYJIhja8juGtV3Ec9w1bg+c3oPTWifYlNma56yRyjhKl9dgyarEjV/4oLV3p4HyS+5VTORZMgNF5IjI6naMLxrL1nvkcCjQ3GdPDF7sSmxcVsAPhn12QD/ANSGVqOH/Z6mapVSsL7GbYtxlO+0SA7SdhcQr50WxwEY47MpK3qARh2nC/tyuVKpiKEj5bjA+IZJ/GhHRLlKZP2luPA7D7JrUxXLvVjF9KXqGxME1O3ikn0O/79gF2ACszdU7JREUx8cNQsPST9Z80PDPRClSpPG2J4ZX2KYH40VfMpUQD8WeGNqxHeeE7Eb3YHxRWHfP/MrmnFQOeLswHHyQ+3fehHgalfztPrypwspw8k6y1JzhAnzcDTAsK+hbeBFcVA17HaHhGKipPyvLVTQMaVizMGqiegDVYXFgktkclfVZgXlVHDaE4kGxyncZUfYgIVfz9udxJFBg0wOeDFcB+JBPUs0tUAvobuhP2tnDlXS+7sVjo//iZLCPEI+NPkPYQX8/K3MRD0IJxcPQ53mYsRNa00lgQhf4ogvEqekUXmJYTp2EO0z/zHSBtSvg443x/pS2NHGWrAvwcS+ggv58MWUNn0E5HG/QLA/o2kGfBW2VhXn5xSQYqMAh60f8lwEUkSO+tPkE57tRjPjAnwXf5nZtcpYr16lle5DVhkH9bUn2lQLuaxVZjT414DH2Wb6eLfG83DaEAzvhec2NQ3ksdkj6lnFNcWFrfx+aLM27Ayh3KMasdUONd2vS+tkF/jMI6von2ZJejP1jUF6PnZ+x+CjX4YUFiddo+TE+u+fi//II2L42A+exvj9pzqHLDRm904+tVsrGXZWzFFaOG/v9Pn7nOTpEH0Apy1XKK0fYaNhXZxx8ddeHEa/5G5cT5pZBpcD/ej98Vixj+1u5WxchnkZzX4E1KKjaPo7nr6X1WeYFKHc0mGP4zJ+TtL1pjNZRYe0M/dntlVlPl+sIKPM18AKtrIJ6NYsnzGE7aMe+Kx6M2ODP9jwcPusgsKy0k3F+blo/uzfaw9xtPsbnydNGJ3eBSszaO5R4bDMUHyWhH5RwjdHH/fCvBz5/n2e/u7vF58kOM/fAyj0KpbVmeCkdrHLOfoVB2a7BNf1va6x2hILKVAA6AMoFDX7S93WYrbBmpULPs0/Mp3vKSR90YP9ChYOaN+8rmb85m99M1T6lljKHb7Lh3DKAInJEHDZ6bI/x8LETbCKPRefKRlE4U/xr8DGX4KQo/EQ9/b2xkjhsYDw06Q0vRqwkNsgwOXWe1S6RzWKB6xAA0zrNoGWP3/FiV3oH5Yr0OiUJatU5yMmuPvDzdQz3+iyQ2USGSY4LAf+1I6AhULcHnMjkKa0gDhv9/crgXOlKQP8+wOCU+2yJ5wb63TavwRCbZHVPFM6U9wOfFTB9DxCnd/asMEaZWKdjoB5Pp7CBWhfwNDxpCxGUgMJZr0t2KgKM6Ag8gpk7LU9eLkRui0SP7XH0djNaa1tTz0r6FLoITNg1jo10MWwpR0IUlLJcRSuOVfOtxQE7PJqzIPoj+BbUhJPnk0xlCf3TS11Kog65yYmvc3++QGqSZwxKTWQwjAj2Z69nAzZj2dpdS/szaR73SE/DzAz4Zs5I/EuMyMRMWuuIRp+E0kCvUQZ44RJXnc02DdmRbI+jPXpcF7pTSzvEjMM9jfM5zgKj/57MrB2ToN1cHlODY0ABp4c8ycLrSFqn2wHlYKCabmkAlqg0eG8vAKPoyZ6FUJ4IyMLs9uxXDs4OhFuK4WZg1hJ6TwyezQFtC82eO4nvXatU0EgGUESOmug2Fmbndi1y1h2KMXFwzgZQG9dmIv+2qUGscpL0F0zkVSr0hJAQlVYtdhuDyuZHPVgD69cwbcAMY9rYnKFCT+BnlTmvf8hDp5y8tnXUA5b92DvNJW1eNWHawpE8pqBx2y2KM3HIWAYMWYqjci1b6vTO7dUWT3nWgjENKJwPlAKCNzejGHcoopyRARSR70wuDl50eKYmrR8EbBRfuuJrdv9kK18vFj3962D+4hetPfsT0pTmM0sYCH4w9YZvPk1fnGjuY8AL1F+OsLlLzgc/U9dDvfXo/Y81OX75rHHy4oitYkwQYJafwgdKE5PPlVDAUVHRZqooSXM5W7FO5Y+BwjTSn5lsh+ahoBpm3yUMvGU9l2d2q4/2YQGoBQpryOoACl4qTfiAMP9h4JN+8YyQARSRZ0y96gvjc/CCQ2Ci+1imnvGFGcn29YeJnvnry06CeGzxXTbFMOMkrwaMzYCW4NtzCp1++omGHDLZNfWUL8w0PKkLc0f6WHU2z9Ni6OuzGPGWP2sf5HZN4Hf3lqh/h0B3UMPSL38QGNRlNQyFie0t+5uc+psvrDA8Oa7fibowS+8YH1if2ZqbqdOp9Muq7sBiWOdinSnEOUUdDPQFRu2DvfCrNc7ZBsJHg++rVjiZEFmkXgY3t39z7Hq/8zIrlUuMiLOjjs0/JvtW8CbblZQp5vMLdTTwAcxPklY+v7q0uiTqzpsEtU0ZPWeI5kRjQ4SurqznZWVMynhdz7Bf3T1R/w5mmvtI3ns8ChzO5HaVqPnCJf7VvqPGxDCYpmbLNVpoLXmX/wNgH8c4PvpTNtCFb7R/eeJohamm93/HLTwaVjqQbgyTNSrnepQxpC3MP2ppXQjEm1b8Rsi2l2H+gvQPSs9+lYtNShFdKOunSk4GUESucCYKW+JNv+wGgBqQc3VQI6DEhgiYk/K66lUSp9vnAzHYc9fwXsZjA0OB+2puVsmKVFhTiTBqphhAwS/xZ/c24DwySgZQTDgCLrzN1/ivSHss3wU9LpqFK1Iy7Q9a8Yd7K6Z29IVk8ZAcDfW4TeJykSuA/0bwiQfaJ5Z1Jopi3NXvwzyG4twiJmF9zhxYnCQlbylgPRAZYJ3XcAVQN6bc7oIeGNpkwvCbMLFhPhyMHQP+lfvxastlLLPWOXvDd3XeAn601hmFsEgt9A5v0qUrfd0WEa7kXGD1WuGn2IIjL9jsTXHdVocPMA0lQxGvcpMdGJPd2wG3ZzrwJZ/kYo2sZwkDcW1zg158l2IA5WV+N/7s/CqpDEIGUJLajzun3Z9n4qezYfYG0g7ZXgtqQuzh7K2TGgoo4dTV/ub4tOR7XYDq6Avf0l7qUw1QagF7YuGuHR7ofRVboP0/u6GuPts7fGF3en/Qg3ra0Qx8vpj7hEpqD5Tfk0qtHNHv5uifHkN7zOL7ZLNuHQ1XuGL8q817Dj5owhEnCKn5MpxSrXJOtckYTig3+csqZzMlAygixxUimtF9/eAC+If04yplc6UeqzaCt+0i1lqesS3P+p6+XFNKkDitLyAXayPyjPJjqBv2N3/Qii7aXeyVS2a/DDsCH/8Nwe7NCMMtp2tpNKYh/H2oLk27H0c1zBTxAmpqRdmUZFq4LfGMHu7Hhfn6WvWLF6C3rf7K7GyBEGi4ra7JuZtOOY46Kfvqbgd8vANut3EgRHkknWozfv8A3nL88ZlaTiFyXzngI+0SN3dUYG87JfcWtZb/l47tNFBy/658Vo0vCwev1NJv2AA/4pHLNRJ5wZh7c4gsDsNeWASfg7JaS+XLsCsntTHUfOVNrDDPIPMCPkYLUrD54j5PSv8v1WJFgG+0HfSt1wbwhwnVeMFL079F28K/ddyo3t+QxmcJTAdKWFyJatyL60uRq7EoFX4DzA2UmK9VkPYVnhv2obwepl84FWP6gxKngRKLXrtng6pMgp4zCSupMNXS8IMWkgEUkaNqc4LanOB6IJwBXmEbh2mkZ4qpCwMN5aKBdWRv0MKTwMkkgyedMWYmgxey8cLZ4MZ1V/Q1O/nl/lVGRXPknxewqaPHQSnLf9TjGDRM/J0p3wK2WSNCaDb4j7L677gFSz6syhYK8phj1AdgdGc/BpqZOVHEHg6610qRJjgndEe/BwRAL9hAZ5r2Os5AwwBKeXdYTGcuJx/Y2YFxMOgK8FXC33I8qDcwxkO5SzFC8aCpu+Vza7ob/r+RDP5F2esB9bq4PaJxwvKkehk5Qc6zA7qhf9aa+dWwqj3ALgmkInLQ6MJQqD+836oChIDHbPCYq88y7cZ6At0NKbluARezHrQwbetg+zrDYztwGm9MJ9yjQWD+ar3LwkY6ZyhjS34SQ0Fc28NAw0zGs+jLed5gFUfcv9Q3fgG32+VSBdNRCWgH5HS+Btt4iI6HVXsgdg8Q/gi6qikLloCaH3yI+lvKXdnlDVZx3N00CGO/fv6o/WHh0g943325vnEU3H4z5fF/fdcGjquGZ9chKGGgw44T1Kb65XAW78xMVitHigyJ1RvIoS+D38ukvkzHC9y9YP8FYD2FeAhhwITy8Kt+zGt4sTf5YbYYgvnmhQbYBcp/rNfn0XSy93vLLFjjYnnuhgyQARSRo/pM+YWASYkfMKWUawzqtZVDqxsyq8tQCmn6H3dDDlFfOUhoDtXLBaigObGKNwC98RR5yXWou5iD2AFwsGd/6v10jFkDh1JooP47E48NtyyN6JnDvjs9FGoGAPty9sIXZ3JQceXg9kFMaDuOuRt8KEiM2aIRufDeuQLFNRfW0w2Ah4YEjbP6DKVQn8z/XP1fA0fDHJD+DeHYofoZqlNRrST3caaccp6LFh4XC/i3BE9u8rvWktM8D2Q+s0FOqQk80OryfPxpitjGEpnbFRLCigbcD2C1UhGYC8SijPoNp/sN+cypFA+VrexGj7LYsjMoF28BX+VQzSqiLVIIMaQxv65YNzOOyJo7FGP+tvexQR+ZH7rzO4Lagpsyj92GlIZR7SyfK5DT+rcBvx3v5Xj7M91lJMW0uwzt+x1qIPxS3jHxBkkSceh/kTmpujKH3cwx2XZF0W+mOiqB7CYQgOg3M3ozIZauyvvgtA2tpoKayRtlM4/DruMKJbUq1FX6mi+0xou9PRXmagGsViJppqhQvgdaRYWQ/XqRs2bSts9dArtQOK69x0dKboeS7YzmpUBfUF5ZRNYTqecOGUAROas39E9+I9gwhSAKZ+OH/UlqM2j0QTpcyMa6BOt3qhNEUJzreXB94H+U5bsjQ+G+/rxZi2Dasw3QU6H6/zPCEDA2X92/yoQkH7JrwHfPFFq2yLspjk08Aiz+Km4NtaDhG+CgP3Px0t+73IwPU4EwBl0IhMeGDYY7T7fM/N0l/SzIjKQrmU8chrH756U1u9Vokgso3eEXGlGMu9hyPs3yXoBXr2Qbi0Lt0BAaehxmAR9lqN45Ta2MHutpz3HYm+wTZA749FrG77lTNSGswo+hbLl/Hqhj3PZT4V7sRZ9VkJCdwmUjtNH+Yt+DIdlWl/uflQQ/NXHDcdiebVfLvEpA/44Y06xf+Clxtp8r4NMe+ICndvZJgqQD9+fblEbtdY0TP+XdFMcmHMjR/myK9t0wspSbS1m7AzXuQ1ThxPSDzg/uc94p5c8w6WdB5hyD+0VYdrI3Q9BntZWLWE+6w0T9Vaos/QeqQAugRQQ04gdSDdteQv/MWBXWny339S8wZQof4QjVabniDNPfMv9NIBJ9BlV9rpKruXhUlYqTTvE3dVnKAJLOiGlReDdfa0NBeZh79csAGUAROWpizbEWtT6XcWPizOwNvDj1uG+en14P6HeyG64iIRjXPj+V9kP0AZRzVDUErsqpuTp5hQotIWSNilePfDCAkuM68P6h+RQnIrcrYtSEA/hXMR3ccE21tPWsBmhqWVllC0z00D932rEj3fJenjB59WiTLxL1OUZJZRNede9jfyzGJLVyXhN7CH4s2pu6yuoUd9zUr4Gvc6NWQljP18p9Rib7Ipliejv650QrpTOtsrEuH2hFKeM3PBuvYB3NgMWbvY3LJqdO8QVD/KjGQOC2HpzO6bUhuWwpA2A1TB3qK5+LZjThAIur5K25BPUHguL0C6bDOI3RhryeTT/DPfRXaqGHawVL5tgcXlqD9coZVEDtCErxvWBBlCa1AsbPtUkuUOD2E1ioMB8lWxchZo0d2usK4Qq4OWkpEl0cVLbzIl2BWblRuQyTARTxzNpZ90XUbYbYzPYQiHvuViiZaAox59sJhniwuRpmS+RTNsTldhVSpXYERsMyGmXouPEPfHEYDyHZkS6oD0zt7qs/Pm/ZFOPkd2HDcKPXIeAkTBg1h0eTYXrh7BkMVtsAY9KsHCdeS3vM+jql6HcMmiyH6bNgfGVgIUR2gbmP0zhQCJEhpb3usVULAsCJjUTksR64IzDmc6APbJJsduJpc3YSf1VtRLiZJS5pUUOgeYsdkMHjLNFw+r94avpsE5vrraD0Txk+x8bbcE4ryzZeYdVgffDFhjh29O6MmvHTpW2/ytYmXqnufow9Xd22Qbiaapk9wH9RxejHMn5TzoE6gq2TvOjQOQg2pX5cXpPHPr6FyDm78GJXe6/crgYA8dgShZPJtiic4QMzEbMfYUxZ/JBCkIe/JGe7JO+FLfE4Ep2nBw2szwV9CmTSwGBFAGfj2u3coP8sHhJNIeKwoRDRerAz9KClzgCjYZbnUIuX6iSc02E+qPOzp97qBUi2RDpDChFNHDbMajiUj6v7Mf8tGOMCzuOiAP3vPCHOCwAO+k8wiowtwDO+h+NhYpvUB2fsiWFCzTkpghc7ov+WxNvqnzMT645lwMyllJt1DfrArPZDGd3WD8NMZCGEFajBgBJsfJ7by3eSx6ZwAf6ZXIWVhlhwRg6JZfN2RKcckOS9iINnLmaUM1HEYG8yszKhfc/NnlcR9LTaN9B/JpWAxASf+t6/qjbirHLEgrmlOkf0DF79W3zDX8ofwB/WrLJugkrwhIQn5ubGpa0c+uv9U7mGT8gyPmzZGD0Qth1ch0o/6bOCEvoXzkShpz5OeKcspb+HO5o05w8l9aTALgB+wFBze8rBA0MCD+Ue22Z2RWE3nSb9xD0lWO+nbMpAlXKZDKAIkQf8SXOCHV81xMpIoGE2cMOoEPxGjTY8iSRbwkvnF94H8PM2vBcN4b1DfpThaq5WKecMxCVO4fbAchCgGra5QogPDVrsNTSUuWPS1VnQCG5fd2A57zCs9yKu/6Q36+M94Mze8jApnNGD/Nj574vswivdc/ble6q4XiPoRrpFc4Ut8YwdP8/4J3vhhj6sFTQeRs/30zdWgBV/v84JagMQ2L4HHbRQqtcLR83AjJrxdeHMsfIEZjJ16Jg+cOrHiixN8r5v4TXaadthxSVGu/qxNo++z0KIrOsOlNGcjDcgQA/YvY2UaWXWje5Ah9F6iNsonLmofz19Jm2a3YYOs/8FoPqFcAKq5Gx0s9z0CttoWeUgzIOJXfSB++e4y4je/sb2PbeMuALKVA2tg8LW16H73QgGvOoCzIRNY9AOKHTlR375og/aVkUfzEzHmNmgXNRA0YDJ2f0SMqwIsF5by1YfPW9g34GQmL0nFqWJBmsg5j2F6ff0rR4OIWiTQ1BcNfhATXHOVC0cgXZdIdIhc8NILnE9iJhSngMtE7cFjQFtXCv86cebH2hQM3+ld5cBFJGq2pzgOe4CeqN5ND8EDMln4rHlMA0JvuIFj/wxjRCRmu3k/r2rvGIjxnjphzvzB62ozzFq8G+emolSoPQDntAbfS1u1kKVJSrPWzaz8Bs4GgISEu9WyhuBdQ/rAZrVnx7RvNefcEz/ze4M0Au+py9Tr/vifwaa67n1AChBBM9zmgtU4mri7SMA3O5dMwn6nCdch5fYzUUqcR1X2ECKOgaBcdCn8Q1MBraicOIcValeONyiyxVBj/lKd/09TE88NuAO3ZNnBXgTfuAtk00PceQilah59VK2vs95569S5DWjC0MhQ/gA7TxMzruL+fO1dkB9D5hLX4sCix+iIYdomN3VyhdC8SDUMHDtUTmU3oV3EvwgD0ahu6G3TWepmqItzSxXbrDgAnwcCC26/AlAKW7kicC6m8q2gYUqy/x70897NY8CXPSuVokx+Lw2F7UTnPu8Gny2FoYBhgGUFsDL7hC630zkkbZAo+xOs5tBh2F8Czi6R+9bbP22OyxUzZcNV6HnQOzqAoYBlJOPwWMjqWdJTqEcOA2ix+BAVAuWMMUBJYdc5qZqeoGFNp1Rp5iWvQ6wBY5Nr5/6a7CKOMI7uYCPdRsUGUARZtkST5/uv7Bqvf78jRZwOuT5PB0QMT+KoDhble5AIJYNnojU/coZpRpn2nkz9vfPc7syJj52XcAtrQSB3QbBz6pVzz20xSzuas8ZnoVSNg/NwFncG+pznFNaRUIN4Rl3USjV8sNuLGKtK/iEBDOxRfYGkbaGuaegnBLCoF9CmNZlZIaP99mzjFUtLU/n2Bk4rbVhPtUsKh+HDX7L38N+uWkwk+1mJuJ3YSNhyqVsn88mAyjCHEeg2KV7xJYwDCb+WptvXlWkVbSyckBlzQV/OudqVranwQHc+e9+WQbtDyTUwkDlOWXufr1t8gkKYaKnddvSBT+Bq2Ep2j2sd0vIGvor/elvuwqtisIJw72ZS0rqA1wv/wtKjX/Zp3UHJTsCq1nZ8MUo/MNqbQwoGV/vUkCri6Ksgk4Blh1QaRCag8LWNN7DpCKB1UrFFPmfTpoZfHnjc1CmPABlO9mbrymSF90WAr2telYZQBFmxWED3eENw6gl3dMsDoAHoXS6sdNk281STnzLYJOBF1viGcgSyt3I+GhgYKmnMfp7BHmrCcqvYoGTsB18T0/B8/lfaZUda1YzoAQRDH6wCIcH+vNC6x+y6ICqPzkO9A8gcQJwP6hWWX94F7i1AKgElbrAxXD0tSGToJqhJeqqx7hw5CHFDDPFckshohnMQlxuGNag3TAEOAU9Feb+S9SscMn0IHNTaB/AMaBHhP450Z+lVLxxU99nQRrinFYPeLkN8ELmjn/gXoA32jwhaKd+Nyk1dsD46kAv2MjzGfriY2kqS0cecoxnb02/yBvigLnFR/DRfv0PfXSTyene91Vrkhin5x6ENjKfv8IRGLMQaJ/xSkXUgq9yL5xUtrhKWavNSniWxWHDZdw4414etU04R3fCutyulMEnLqDsh08qz2DeaX0Axa5EJEOKf42TYRZkO3bgeWOf2eNDSjVmG6/wNj9S84ah7d6iv75ocne5DugDgYN+wZhJcz7VYL+qPykRy5mK5andXx+MrQ10ACZ/3RS4bHKeR2UBfiAMNxw5zhg/oKO+r3/lb8j9V5rc27C3EL0ubMpUaokw3LBsvlAR+GIEncb8xFpF75dZKsjSgi4AP5AzuZtSj9uSWTKAIlI10XsseFtevlPwTlQv020+3KeYdtekE+/IQ8q53s7wNHE7YPij9Xxhn1baCSFUqAnBC1VaDc7dAZR6HOMXp4QE1FCB4UxjOADja4LCNYwxbKZVZux4febMMeqxSakPtl6MvDCNOXMmwCjglMLY5/PW7BoAV64TrjwyNujqaJi4Q++0leUqnZVlZsc/0kpjXJAYKla4iRpm7dpaz8ueMHmHnsbYnpgMH/+F/RjYoWf+CVqfejkX4Mi/1VlDz8xXVog8LBa4pXzHNL4zbkvvq8vekw14UelleNYCzbs1WwNTlisHKMc1+GB6yp1pckQLGokFIZrEM+x7+uqf45N8WTcl/fI54gwoxb9AH5pUAYilM1e1stTgNACe8/ehDjd/uDrzINtGv0LNtpdQd5ovk5u8AOU9DW7pf9NttAZMc9dvLr0K1HDXYH/yv3cV0ghF4AIo1zSoknBcHpz/FlSIOS8oqKQMAm1d1dDCFKZncPDkWSIDKMJq/vasi/rjcR4OglmGO+7WXDkYCxTu+ISpbQ1pRj1hcovRJmlEnYli9Hq/xG+sSRWGwGGJM1i68TONZ5zk1LiKKeIBZNafNGfnJ53Snqc+XGNs1Un4/jMFZgNssMq1RQIfmOdK9cFHcrsigOnfQNLHIadgh9aNbxnM6q/7UXHIKWPclrJchTW9oBrYEE+Vkf9w3kHF8/lf81RsF4Cpp3xhib4ILcW+MF/wg7Vm9qltgIHAnDM0qOLLrG5D2Vn5RdQf/4IwGDtpHkF5ePAkQRw2fMKXuEx5RGgaM4DVPkB/8MfNuG0AS6ky4xoX0hg8SRCfTc11CSIYtmIRXIURPwLzQbVgrm4RYMRoSBEaYXjKODBCWCojfYYX+h5hkVaP97sth5/9KR4QzuLlg4hUtqYM7BmX0bPrFCcNb20xAB+zgN3KcZNZWrWAWK0H23glxbGuXOdzh4nZmg68M3oK8mTZ1E19q2cAUtsDQ2CZIYi1sI7X2MILM47wMAsZ3KylH7BYm0iBzVNIGejiGKt79afKT/9wblZdtJmpnyd2Bkx95MvRPDh4MkRzojvrQAkl6d90LDApAl51+RmUM6T4e9+r8o1Hfz5kDq3m/UG88gsOXWCRdo5QPDinvWUIGJuHYp6YEQ2ov8AbXQLSSK1sR9FH7/GTfS9CM5t+OS573gkPIFzz5iPq8c2wPXy4OQA6qRYcWY42WhneZJXJ1vc/Wg5+lhxvXTKAIqxmA53Z0KczU3f64mi43eyYpFFPuENrTwxaJr8DqjsBwwe66gbOl6MMqXx1rtzgTHd9Ulhy5YBmw44aI8g3PnwSdTyoDS9h3zGGKJz1oIvoX1ptiDf813zPxFyZfQ88YN5MTNPKJhOuErO+IHwAhKgZefnCEjVdGTlsWq6m8U2PHbAHQPmLVZ5/UTvohMlAYCmuM6HHOOPzt/gBhuR4NdNkSzwFiYEPSD2i/UhQf0pl33jwa/Me7zh8x/XHUEKLYDet2NXHi6mTfJk5Jc2/olznCMYvLS5zHqFOSru85gefu5iuRa+y4Rrq+LSPM6Yszga2xFOK6xx4C5qUhblXfBjh4G/Rkk1H4ODMWqynq8n2qYd9YVa2VFcIE2ogEBhIdW0UZxS4bbuBHu22sAuFKyTeoXWFTAbfiQV31Tg4HPjZMdagkHR8sAXgVnkNXFTNHO/B7CHg+rXZMxNH4heUhMd2pN4xT14mGmhSGaZ5j0wzPt3Usr44egFzYGLdvB9bKr954eoRZo7PG/GdKnuCr/I6KQdPigDRsMaf83t8mDkm7fZ1+j0gnTYtpzmi/02XCo4CL9VsmUI2ETxSFgCHUuwL8vDARtnHh500/E+N4DwKc3dCpBLIOW05a5XbwIxsfAVZ5QJO+qOPusxktXKBtKLB3j1TBjVTuT+KAK5kRxe6CNCuKBR0XA4fwC/zFJZr9+lLXQuOdmXHoM6oyaYzt9HeYKef9euaHhlAEVa3c/GL9Ft8AoBrFCeC4nzMV5SscV8vEAcBVlhWGBgGI2okC3n4KPWkvjeA2sXO0KCUfpvggiFj1onXYILnHJSPNHjTUFiFseM/Z9bmSST7fpBoO4z2nMysTyfBPMO2uEjS/dr3cxBz7CZAnLnV2iLLTm3Q39/DMKHOuHSL5zRHYMw6uNatKAB7qWQyeJJfTLowC16BtZnMPHemLQyt/B0Bj/W/GJ8KK2AKTOw/ll8ne+Lz+Z9E2sbmxdAneAAdrsDesg2y/VrjP4crk11YYwjCa02T5s+CWbAAOHkVRlTx5+gFq19GiGz1b9uGsNzw5NiHzN0O41eDclnTtz0CJoRk/UJfhNLzC82k5/zhLeALc3PsAE6iRGiGmabJOMHywT1pZ8ioV3r+PdThMH4gXFtc1OzZSr91j+krYPxSoD1sKGdZtX/y7EQ/bTeBZlIUi6xbVrY3/bRtlH7lHupvuV0bc1z4UdtJn8Bf9Kdff2h5EpY8ZMRdKLhEA6/MNVJelUP18QY1CIikygSNOVP/n70zj6uiah/4dwREUNAXFUxFcQfTQkXR1KDc0lJTU7PwFQtNc8nUNERzDJUwNRcMTSt8pSj3Lc0lg8TccEsT9yWUxIWfOyrg/P6Yy3LhAhe4G3i+nw8f7pxz5pznzp3lzHOe5UOQwlndciD8AtJUJSuWikUxFuWfijDuI6P/dj2V51i/pDU7hhm2XxsgUQmm7CeTYfbPMM+NntMVqAqFSAtkMQgFigBr0mnI6UwLkUSq6x14UBe/48vvOZyGq566j2yAFN+DgDqa2GdXEkE+q1qWNED12snPYzEVjVb9jnb5SsAtBjXNe9pdIBzmTeRokKcauDJN1t3hTlnNKRqZTxudRENadCHaCwrHYUg7rFr3PG9uWXJjA1zuVZVlBJhblOKxh1zXtCPQHKBW7uZ2qIqHjIdONPDDRbW9ExCbAO00LjAXcQMr6FAxJtf1agk4AAerNyGR6jTjKPxruL4zjmHmw9kfFvOB4QbIziqQNUmbkgFZz3mpB6qMSaodjkBQKByBYeXBXqMniE1Eo0YoGtktUzO40bcCSHIxes2gKVnRmpLgUxlN8lNU58T8IgTchZ9k+ElXnSMDO66iT70fqMd5Phv2OR3HPAU/WMSHOnsL9gmBKHjUF34sP4D3nKPUi7EA/qIpf+UT+0FQPM5Rj3N8SHDrELBIBYodAxZtQB5pbjmKx5KK78N4OUdpDWAI3uiKDeeCauqt8WG5tBXkw6i+wy4wHdYF96ID4eyPA+8gwB2IM9Y3KAYVHLlSS7Vclp2hPc3Q2DEbgBqox0Q9TqvuSMgGVp5kMOe3yTBb1mzFw2R9F5J7g9sLFhWWpoy5BRCYn4ac5vVyG3CQtuIgbWXkqm8L3skM2AHNHv2LlPgAKfEBrnEKLsCQD+BfpSfDvYve9yXgjK+EEloR6Ag3F7BVcoD1Sw0iu0DwLDCsPNxROhM24v1cde8CjxQfEpSeJCg9GdJXVZz4ptlkloXPHgTA8EXLUaQYFlqg8gTUBEL/Sicy75lLDej7nvM4za0z3HCdG4j+a2G/0odoXjG3KIISyLDyUL69kvksP6MMMLdIeWAD0X3oqSTQU0mAUz0AO5oolXhQXoLNfYrR912ov5Y1kh9JOLPI9kMSlJ7M9xmq194JuLI8qR9Lf/HL131HICjVvDUEpYFEZyk4d53XcBTPMjwoL/GgvES5295AfZRt1TLL5klqaq4NyhSko3fgJ8ue8/f/BaTrT4iVDOgw1noISpOs47SxkuG6NhQrlM+5mSARvsnckmQhLFAshF6spzqJ/I+B3DOax7tubHnC/sdZusxOiYYf45p7RWTPHG9DtyA0Qb84B7InMA8+9a9GpqnXMJnh+yDKuyeDbv2PAYsrIg+A8FNFU1L+AMhrQVXVJFOgdvdXmD1yPFyz7IBTAtNjTTr9+Rn3PZex7Mdx4alFAn1YDdty19mXh9M0pD7n+W/6/7RWcpKBLskx3KtooxacVa1xLlq5cTJnUMNE2A8EVQQbTWbnu/EYNRhjYUgFDuvZtjvQwgtOOdXOt50dMLE64AO+D2J4Uk49TtusuhQqbbFJcKUUppN/tpADgLbw82DdMdeNiX1F4NdUMoLlHKcpFYky6BhVI+5DpKxdeAL4Ihz9Zgi9ocoL1PX5m6YaK5OERq4crjaRFoRj7wHDX59L+DwZxmxE/ztCdo4DHqRjzT0cct8Hc/IqBHnB3+XrkoYV56hXhDEFpRE7YOJncHiaB0ilK4p3P6DxBnDmM+A77cpqELka/FzBdxlMC8uWm+YcsBfsNZmLH212AqxhS1aiiwyO4gmEg99ENY0PqNblv8oG/z5F4v5dqtyH8eWDUe+b+bx3VJBV6/lVkwvo1AnGjMZp9lWIA/sZIFuQgiI7XsRZXDp5oUCxAKxJp7lvPDtioJFyhjhamFskg7OID7E+on32t2c3btJevSZvIUfGMElyBbKlJYuTkVrPQb2RhCOdUvg2/h06SlE6g8ganDiZp9VssPSI3QLT48A9GlW+zIzk0nd2vMl6IqVH+aYY7b19KzO6aH/3tcCmypBRmkr+aYwdgeu3nTJdnT5LngWViyO5eWgRCtMmTCgwzk0NYN/VF7HjIUeks1zVHKegg5v5y0uY3wsMhx0g+SvQ7iFKg/IGca+1NGYMhjk5UlSM9QGJv1Eddwvg0xeYEDJNKxh5F7bT8d/fsCKd6QfH8XWPcXyyaRx13RS4VBQFSuGY0iAQ64PpJTJmlsC41AekRAWkUNTlh9JD4x9B6rmCrEBHufn1Hx+6Sj3Qeke4LSN5ZDcPnYHqo5MXTijtJOb6qVtj40H6dTqWMYubi12FjPed/Jedh96bTyNpTPYjkQfeKFclGAfS/N9popSnj9TKMOI+AwgXHgsgDSv4HjqthESeK3I/9TlPcFQInyeHFE+gORC8LISX2V28fnKQhpXW33nq0f9HkMOy/c2Grtn2kT3BVhnDpBlfAXfJfSPLCNqaAm/C+4t+ZIbyNe8qNY2cIz0DS7ixCnQyHqaHzuQQXiYd9tPHoYydH87OUqg8ySCvx3fsdZgwPwwm6v7uqcAwKwgKg7G2ueu7sI3gJSEoi9VtrXuGBbwz2ACyH8jj8lf+gGp5Is+DaxMqFvjCI/uA3wo4SWNO0hj/peoxCgqDw156BDkQCApBGpDiKfGtEsChYihPAoAaih9yfmFA9GDelECslXHIxXDDzUkq6uwg+99fMfC1MosJipT5N1KxB2s525694VMZp+lXKctjrbTxVqRllj2mLCyGOr8Aq4GOMuSKCeSopud8Q1Y/GwChPLFckqeVQ56NyUP1yr9BrDITlhX8cl0isQbVhlXHrCIMjirBdP0hmjzfETqOZYJyD17LnfJO7g6SMoGtgzWp5x5l3S94ZLBvUAwcqaq8RzulLaqaLJ/ft5zMGMWWJZFjdB4JLWJl5infcXEVPFwGM5UNHI8TypPCICxQLIQpdQKhTvH6qMc5It8Bv77otcCSQfYVFhtgRgJYD4GxfWP5s+JLRntg/4MrUwZkpdRLxxpbHjM1YhY7T2hOznloLE/kgjs8JcNIWD4SlvslsAWJv/JprisloKAUcV+GT+2ImziAFiaMClZ+4lNmzM//4WVNOtaUrJVEa819wiqfZI07gZ1jcpfbZPtceTBMGRFIcHwI1ou0j0W7i4czg5c5QWZ6cGvSsbYA80074PKKqsTTmBpzYnQ6AmR81xaeMP2j/NOLYq1p/73mGaBhSkABpvyGwjpL3tKq7BPkJhX4ogJAFP8Uo5+avWCoNIax9+cyTs/A8zYAthlSANjB9FCmTK/F5INg19J4z+K1ANJyLTVHfYCwCTDSDkiDKqrlSVkK9hecUj0QqsNkJvHjjne5IDmBVpJjJ17ctA+AY5IzmtcyDcJ6tbTxFR9jO+4Jk+fPYWeC6cb1fjWaA9I+yM/mwFZ9fpWUea5WOu9831Rl5kjqf22yrvIGO45hJ8m8qHThmOQI1lnH4lEUyJId6rGrn5mL2q7AcU2FE9fn14ZIkEggt6tgtiO1GOpIk/J9W1Lf9+xI8ZT4QoLlAA8AaZ5p8uBYQ9Zvkz2Re8nDIk6PgpAkqeBGgI+PD9HR0fm22bp1K9988w0HDx7kxo0bVK1alZYtWzJ06FC6du2a776WziG8GJx2nINWjfRqb026msZysZrGcqwt2CVBujVYpYFNMEz9ZxbLV/Yzia9tSMznEAB2Zx/yJltocvo8n06HIqW3itxPt5+UzJzpulj5enf+ljbTWWlCq0PHUT6SyOfdUCDQi9h5zQmacJi/amgm7Dm4C9RwSWZqj1mELx1EItVNLWKhsCadqYtmZVrPKmcLNwlzAYZvg0dt1e195dXUv/vCXiTg82NIgy/wfMVZzJ2XFSxVDoAHYWX4kY404gx+/dbwcIthvk9xSAFqu9ygdsUY5uaoswGCFsMjjfnvqfK1CwzuuLnbq4y7v4uo8j2NIW6BHItuwLgHqglCuXUQOrDkTLCNiZhz6MeOdaD84gUj9XtKOwIJykyk+YEwJhLekFGCJXgMWEF7r+0cve/JuQrOhBtXdADkAZAaDkMSJFJvQ92KZyjL31qLSvrSnj+4dO2/PM1mKmdT7gle/A+Akzf/S+p4R4iQVYuU2YD7SYN8D8Gzzf7evvAPSM0VuCnraHEd6ZBCXeVvfpSaoG/eE3NhB9xRphDyy+cAfLoa8lUO5aI525Uv6bRfk7r8nU+RgaP92kA8uLqfofrsRIIk38w96ipvcj6mCX/5wigrcLtznU/9q2L+9LpJSOcUeAuIyxlRzw5ZSWbqfjWWFBs/LfAo9fTYjrJvO6l6pkA3JKmAsk4CVadMmPf7jJJegHwdwi2XEqFAMQRPnz5l6NChfPutdoaZq1evcvXqVdavX09AQABLliyhTJmS6dl0k8p8aTVe7/ZWpMOirFSkjh4wraLqq29NOlMTZ3FllRrPwZCkY00CrqRjhRuXSMGOBFwhDDgXysS/F7Ls+QBwL2pgNoCt8Hb+j4l+Rzdx00qiCRvAK0LNq7oH2C9eIQRF5yjNuFW9Cj3dt3P1lFqWhJrpKQP5OnRcBk2XHseB+wBcx9nswUKtSceNS1ovEFakwRz9U9zmxA6I7dycbXTRKv+Fbvzh1J4JR8MgERrPO0nmcnh3+MJ2IgDNOMqVVerlaQ6cUNOkgzoBCL0OKTpi9FkDyR+U4ys+1rvv/Xizv7wB/RYKyWregvLq5wC/ZdgMvJGvAiXjWDxoWoYzNMKVBOx4aAJJSx7PwpxjD7Dndf3bWwPz5gRmpSJ9G+Y2U5XKdsDxR02571sVl+qAgYPZe2jGP46qyPEACIDQiuOY3G8OqXtg+v3JRV4sciWBSS55v75MrPwF08fPhAhvGANjGoUwr0og3AQrYoo0pkAAEL0OfI8Ck4ExozSl8WQlB0+FxTIXFst494L6G9XSPelFn2EbCkfUILF22YxxHStA2Rmfw2S5iL060alHbK6AqPIq8FgFVyIacGVfA3p4QWz55gB8ySfIvpp21eF+u6pw1FyxZOqTFcwgDcLyCnxtx9R1s5B769+zfApoXWwBi4w8H5iv+TzvW0bxTQF7eAAdKcsSmqOe1ZbyhlaiFCjDhw/nww8/zLO+fPnyedYFBQVlTmSaNWvGhAkTqFevHufPn2fWrFkcOXKEZcuWUbVqVWbOnGlw2UsaaVix/Md+OPx4r+DI8IUkBTsiGwyBczBICefHW++SWuUsEAGkQJOtnFWnUwYdNxeeW6lirYC0A7iK5HsHcCAjM4BAUBRGzv+Ws2PgbpoNT6zUNK/+27cja+sP2AO0lQ7TQDOF8dsGUzoHYk4ac5LXK2zmeI4I9QuMNN49HIg60pOX2U0TKYY1OtqcpDEo4Ld/K7IZHvyj28KGWDXVoT0PGVUhNlcE/2eF0d1hw8bOVAjdBp9epJXyD511pWMqJYg5h+lIAU6Xew6X6rDAwMoTR6B/Elx1diJFSsbPEzYfeZUw6vCYskRu64Mtj7mEm2EHzsHQ5+dzSXHDjfnYkUKfG5E8xhYXdGhkBQI92aDM5JU6gSgeUqa2/9czPnSVfHO0XIC0Tsl889uutAcp1oSS5masM0gvK7A+W+EdYPLPRhnvHPBghIT9HJDiFJAuonFkyWRBAijpEseUBnhKgzC5m8lOP5ThGitIZ5CqKrBeNq0MlsKVniiv2MEJSFBa0U86kOPXMh8lSoHi7OxMkyZNCr3fmTNnmD17NgBeXl788ccf2NmpPlgtW7akR48e+Pj4EBcXx5dffsl7771H/fr1DSq7JeMIfOwE9NUuP0c9UrBnHb1w4B7d2JJv/AN92M3LHHrQAs5dBC6z/HIARNgA2VXFptL67oe07GPlNMoXlHxs6MFG3uZnNtKDh7mC/BmBOtCgCeyy8srMqOXdeT9ynTtEX8yypEgha30IwDsKAjovYztd+AdX48uZMS77M9N01r54g8gH6iSjOLQFOmV8BRfYQJU8256kMbY8obf3VmomQh8ge9zfsjymMSdNn2s1g1vgyRH+5CWO05ROw2IJWgZz72SthHQFvBvAMVyxJ4VerMu0zDhKs8zzwJYn9GIdD7FnI93N832KQ3XVaoYKQKU62HHa3BIZFTHnMBZu4O+P37tLSfXLKg0Hg1ue9AZecIcY51Zcxxm/tpthgOY81mCqlNzOJOGcbSXZA+HCIyg+L/En8yYDM7MsyuWIGJCjQVaAaZqWyYCc6ar+Ht+RMK8hf43R7W5sLOQmgCbW2SN/oMIhtN8BikIQTNZE9PIE8liLSkVNYSzPABYCcXUAmd4JWTETnQAC4DeThwNWKdPkQebv6HIWfJRfiRkgw0/ZLVFk+AL47SNqAEMmQaY3eDaLYRdg+Dh1txmRJS/iSJMax5HPgrwWmnkc0bLkNjclSoFSVObNm0damnrHWLhwYeZEJgN7e3sWLlxImzZtSEtL46uvvmLRokXmENUsNAc23urMcZrmCmqZgCsXJAnKteaVlN+pUEx3npiBr0FkKJmvHm6lK92awNKwY9myDzk5BKoriSaJ5TOtxwSseqRrxb9YwgdYXUhn8sQ5ROdh4DQjAhwibuCnrC6UG0hxeePzXYROzdo2hHlkp3Ewffa4zO2CYoEcwZOT+7Is3dKz3Ycac5IE6TIbDCBXUZhxCqylG0zctoEpnQOZPnscL83+k/rS3kwbOe/FMP0DNWBsY05yJ5u8E8O2EzdCVaBUJ5Gy0gWerwM7L3Q0jULPwFiRxoQR00gfYUVZnphbHItEzDkKwh8lRmKBZHzv9xd+gendsoI5n47VL0acQFBSSJA28zWSVvyL0MHwNRLrlfVszyOk0xVpExI/oWx4m7UmDMP1zvFviZI0QZpHQvGVJ9BOieYdqXPmdkGxQOQE+PrNrAMTOj2rzs8dpM+fwOfhmDs+RxLQW+pKtA9IXCDDWkZWJuIszWIGMKEiSLMUSFMjR01QrmMnyQC8BkhrFAiA75EsSgFRGGZMBeupqRbjvgPPgAJFURQ2bFCnsu7u7rRurdsGvHXr1jRq1IjTp0+zYcMGwsLC9A4kV5Joy5+8tk7jb/sI/jqrngQPscucYKzgv1xeosmVnoZ6g/Mlz8lyPI1Zs9xPd8ovdxjjE5KleHkE2q9olnQ5CEoXMnwK7PmQ48CgRStRBsBnTsZ1k8lIu6uzLJ87birqo9ppyCOC/UOY33YoN6lsNDlfZjed1sXCsuJdhXJbwAsi56urHZ0mQOqkgpUm2alFAkN2Raqmu8DhXh5sojtTE2ZBFCzFfHeKfkCDz+BC52qA+r3OU48hYXvpo7G8v/ZBxczve4sqDFgK3posDHeHZeUgsiJdzcNRcIIPi0ZXhpJXiObVdXshMv99S/ukQ8w5tJG9IOpgT9Kx5glloapanpqc9Woy1QmkkZqNWxCxiHwn+t5A1wlAOR2VZ2FuVLZ8N+W070WFuS8JBIUhgGXU3niDff+8SH01vxN+J9Ywo6lxV/4z0+5mI0Xzl7+SW7OXruvICMhtITK2D9MC36NYwVl/lWnVJYYDUjmgKZ2VHWw72rlQPfYGbipteDVmb2bsE0fg41vwgdM8kHZibuVJBsnAyRgIVL7njMZabmrkwMzvu/8OBCvjOYonAKFbPsysswG4qfkrwaSS+xqSX4XI3/ow7eM3IN9Mm3awLQC6fGVQmUr7XIaLFy+SmKjahPr4+OTb1sfHh9OnT3P16lUuXbpEnTrFzCtsgbx2PYYZvbVPxAwjtXTN6XB5hnu24E3N6awotOCQVpvsHKEZ+OcV5CiAe4oDdkJRIjA1iyH4g/FQV/X+kEeCvAKs91l2+mB5GbRdBq5KglEVKJ0SYgsVfCwvlI3wvdMAvOZH8UJ1CAkdU2jLioacIbJDluuQvCGebT26QFt1pcicNOgFU6ZpK93+wZUpI3Qr4pJwZkpAwUq64rpDWhqvntqr1/lU2icdYs6Rg5XwjtSGLBWoTM6XJ+kzmPKRes3U5zwei1bmq0DpWBHmhg7XGXS7C9twijqc64VSIDA2tafeIPxz+FA+CrIMwMDNq5mDVOJcJ4yBshEGSk0oXmYbG5TaEmclaFhFAT8YIL1Z6B5f6AyS9BVceZHp2JGKGgGxzJcKfCFjulAC+rESKCsFk+FQKmer2wkgzdFZZ5Ptc2l79ib/Vk7P88mOhAuuBneML1HHc9WqVaxcuZJLly5hZWVFtWrVeOmll/D39+eVV17Ruc/Jk1k+pu7u7vn2n70+Pj6+xE9mgo+GwOewY207knDBb8gacIagf4ABIO9R23lYQfsZ6+EnzY4nrmTr5Rzbq45le7V87PvOgXYEqOzs5Ns6I7PSCZ/4K492AoHhSceKqxeckLcnE9kFduyHqV3UlLxTnM0bsLU0kYQL9R6V4Zqtg7rKLMhF8KoQmK/GebiUCBM6hGmv/DnBqhVv8BdNzSVinnQHWsTDYXePXHUvcJy+AzeTWnwrbItDzDkKx3+VarjfOs2T1ytyKw5apZ3gECdRkvohHVego6xpeZbjtz2QE9TARrGuzTP7SKQ6bz0qg/f1p3mOc8O1Avdw0Fl3lGaMuHUYSRPo+VfX/JVYAoEhuQso1SR2KO3oLM2GNx4y7oSCYi8h1zW3dLpIQdqh8KKyjx+lNqw0tzh6Eg0oP0vwD4QWp6Oa5Zh8SkG5KrG0g2FkswRsgJpKP6pt+xle2wjzPBgYp2S9iwHVGl0gsXI9plmGoY02FWSu33Og6rBpudQjsjM4J11m2sBamDPNdIlSoGSfmACcO3eOc+fO8b///Y8333yTiIgIKlasqNXmypUsZUDNmjXz7d/VNUs/lZBQ+GXP7GPp4t9//9WrnxTsuUll7EmhssbuKh1rruPMY2wBNbVw5YJssrbA1nVQi0QeU5a/lsELAeDv+jURn39Ib83NonJvYPJddAdRvavmlS+y+dcluCQXdWeBoOjchIu48QPv8ErnaBw5oabd3A7yOuAD04liTwpVuJnpolLaeIgdX9hOxJYnOJNECvZ6p2R24TouJKGVJTlZTQuqlKZsN4uylNZJwPFd2tVuQNsVR7md47jdpIrZY6W4WcEq9zfUdPPAf7idmd7ek6NERObvclFSeVbmHHZADeAe2nakbpo6UM3IddmYZudzPiO1CjAOKt+BC1WfJ/Hcc6xxgfeVML4lQwHnyEwm4eGaO4hqxr2kqMuFSTirbppORdtfICgyTuo1EzsMOu2LRb2qZkETmKZMwJQZHmugurpt4jng73xapsJsmWOzg2hshPThxuIqIHdQL/OOqM8fffN2+oKaynd7KiCDO8xVhjPIKpyhJdzVJTv+MT/Da7Jm67BWcH6Aa3REmga9p2qXH8YCnuetoUrl+6zRKHeaQ1aOtI/ghnQB+M4somVQIhQo9vb29OjRgw4dOuDu7k6FChW4ceMGMTExLF68mFu3brF+/Xp69uzJjh07sLHJMlq6dy8r6GmFChV0dZ9J9pSE9+/fL7Sc2SdDxWEj3TkrVYN5Lkz+aBIA13Hm2+dGwjVNaObJDZgcPCnffpZP6kf1SYn8gidPsMVaSWcI0zgg1WI5StbZuAOMl6hUIDATkzeyfPK7KNsqcqiL0ZNi58uI9EUkWadinMR8lkM3tlBDisfle5jiX7CFjwP3GNnlWw5tVydEGWwcDM0Hr2Gh8US1OK4CydIVfHMEEWmQZH5rqR/SoaO0mb5hMGVEIGPnh3N2jFqXjPZvVxp41uYco8rDX/dfpPXMY8hBapkb8PZ9+LN8GwD6L9mLPCz/fkKlD4lo+yE/z1HPC8VLggjYpbShMrdoo6iBostyBDfzT9EFAoOy/KN+VP7oJu3n/KZZGDdfZsch20AaoYBUuq2+RweAdEphzu4PQQovsL0H8MoJRaNMyLJdGSdNYlzNr2FZaZ+lZWcPUnC2d0ENyi4LsJbaGUmZmgqBtz6jrBTM78pM5tXRzIOmQjHtjgxCiVCgXL16lUqVKuUq79SpE6NGjaJr164cOXKEmJgYwsPDGT16dGabR4+yIpuWLZu/abmtrW3m55QU08TsOE5TjvOCVtmFDc8DoRAxkR8/eheA6w+c4dp+YKvaKFLmx+B3CzXW9wzmwpznyTR5ulQcyQUCS+cwcBXOGiLGe/FwTEwt1FTqLvD6g604lL/HH7Q3llgGQdoGPQZsYicdeUJZXKoDFfNuX4dLeGv8iytwj7Pbc/8+hzV/5sAGeEfzfznAWXhbo/pKw4poXsk3No0tT+jCNuw1aYwzuZD/uKlk3t0BaAr0qAiptnnsYEKSUX2w5VXw9oifYRX8YG6hjEhpnnO0BdqWh7UPVMWXP2DvBzvpSOsBxwjSLJLbPAcbynfOTMH9St+9BE0suP/UE9Bbc/2nngWbx/A7vpTlMR20ErcLBKWLc9TjOE1hPJjTtQBA8QLOFUaGK7AW5HFZlpKWylJ3P2T/SCIiUK16veA5EvOMezQIqJORFNAV3n4TeCTnaLUM8jfoMyJ20GSi6tIbN5enm8sjZ8j7CLYuyj8iiwsw3E/zIQMrmFzg7TYF0uRs74KD4O06cKvw38DwnIMrMiF7PkcZF4y0LdDivBlKhAJF10QmAxcXF1avXo27uzupqaksXLhQazJTrlyWk/mTJ/mnXHz8OCuzQM60g/pQkAnuv//+S6tWrbTKNswZAONzWn9sA1LgaCgXpOxyZHNUuzSDC5JuH+D82VaEfQQCgSk5DlytAKO9Ytl/0NuiM0fMfQeav3OCpooz2+jCH1fb84S83/rfOxrFgmZZ28VLjG54nIA0pSb/hwM1pHhmnAAH6UJmXTclhf8xMM/963EOW+kEv+UoX19IOfr4wawVI0nBvpB7Go8ZMeqxWG9uQYxMaZ5zdAqFuROGM7ZlOBvj4JTSiu94iceUZXqdcZS9nSVT9jgjnztNwO52DqWgHugKPC8QCCyNH5Far4Cf/Ji/R7KQ/DO6SGWo9DJDWYHSRCJ0FfyERPK8vPcoo1RFkrLbs5rfekGb+igD1HguUtxuCJiLlBmU0g1lWmv2T81770HlQdqswO2c1jOFs4CqpijMkyTm/lRwW5PRTnMs5pjPmisvSsWTrW7dunTq1IktW7Zw7tw5EhMTqV69OgAODlkTgIJMZB88yHK4L8j0VhcF+TtnZ8GWT6FyTZgNeafKykhEpouMpKcCgaA0kgwlImbKXdQFi/Ko2Y3yCu6YwVnPmowecYWLizQWHhZGCtBg1hWwhVi077QpQIOpVwj2C2FWg5E6v6s16SRjgLvzLpgQE8Yunzb8rnptG5V4GjN2XAysAPm67jbiqaNSEuccbYC+H8CjEajxiWZDjz3wHfVwJQG//Ws4610zT+WgPte2QCAoqaSirvqbWw59uAqcBWv1mRxfQOvaM2/wolKbYx6t4ZRsfPEKTTIBkxZSiduw5CraiamTeOuzFSyfOIjN5Z7q/K52tkCyQsFHIn+ufVyX2sqL9Pc9hhxTrK70IwLaKW7EDh8Ci+U8GulK0m0ZlDG3AIaicePGmZ+vXs3yyM4+wSgo4Fr21RxD+RbnyQdz4S0ZrsnGHUcgEAgsiP8xkClhgdQxYRDfwnAXkCeCPCa3siAFkD+HQw3V4LfGRE4E2Rdejdtr1HEy2MNLTJkdCEtNMlyJp6TNOdo0gmmLJzCjvOpHPsUnkCmTArmIG+35g7mtoUFQiXh7EggEAr2Rg+BNqQ1N4g+aW5Q8uMq30k3mSGnkVoIks0Y6R4Uq6bQ1thjzZNpIb3IquraxRwJAPgodpM6sCe9mkvEMTamwQAGQJElnefZJzqlTp/LtI3u9h0fudI0CgaBkM8oKKu+DfV4vmnTcDa6dkY9sh4Egn9B/v61nYfI7c2A2TKleOtIuB7CM2gNvcDIy/3Z2wMRQoHOOimEg5+cQbCasSWfqulmwTE1VbDBeh+C+IWwIy4pHUVKRO8OVTyCkk7klKT4lbc5xa6c9aVjprIvmFcYeX8mxJg2MKoNAUNqx4yF7FU9O0pj3pQ/Btx1nfnelwTtXTBoVRWoNl5SvcVtyHYYVYuTxd5mWdoVbiTWRaxlNPJMizwPnjy5zw7UW8Es+LZ14XynDFD7XKnXbcB3elI0oYdGwA2oofShzejW4rzFYvx6jLvGiso+jddsgXyy4vUVzVObKi5V5aARP6FKjQMmebjDDlBagTp06VK9encTERGJi8rdJ+uOPPwCoUaMGbm5uRpFTIBCYCkfADbJiOlLZC6Z5TcjzRcJYxNGCOM8WBPcIgUIoUPYD+6NA9gQmGEm4YuIE1ARuYIU16VTiNg+xzzP1bu24G8h5KE/sNP0lowZxvTvOhmVWAVopkYP7huQfUc3IZHzfY9nOIXtSqMT/wUSQzxp2PPk6uCwC77CEEq9AoTd86/4O8KO5JSk2JW3O8R2Dccyj7hz1mNKkdChoBQJzYU8KVbhJ6xrHaF3+GO+zEMbDWulKns74xkI+C0g3eENZxeYCsmdpM5dkawhQFlKTUUaSrrjUBxrAI3WW54GaYv1SHq1PfVSbG1JeKW+d1L64BFizbONQNvZU49ClalqMVGYRZjDZi4IHNIHUfVklNYAXgNahq+FT2bDDhckcC2sOHwBLDNu1qZn84iT+kpIxhh1vqXDhuXjxIjt27ACgXr161KhRI7NOkiR69uwJqKs9+/bt09nHvn37MleDevbsmefqkkAgKCH4j6WVYg+WFBCrFDJ6LaQqzTnOC3RjCx9W+obAVfOK1NdET/BUmjCxl+pKc8k6lbGtw6lF/sEyTYUjMPqgGngzkayX5sBd8+hnvZylBlaelDZ2DIN3GpZ85YmYcwgEgpwEbpxHb+tIliaaW5LSjA0rlPUovSSWnoKxftDNT+GpMqBo3UWMRvHvRplr/wWuI72v0HOzQneDylwcanBGGY/iKGllK6yntKG1rwKf7jCbZCWB6dJkur2lMHS44fu2eAXKpk2bSEtLy7M+KSmJPn36ZEa7//DDD3O1GTNmDFZW6mrhqFGjcqULTElJYdQoVdNqbW3NmDFjDCS9QCAwG9ZgRTq8Cu9CHvYQguKi+MA2umRanKSmAXnfsnXiiJpqkL6wke4wAIajycqXbkhpC8YG6I06/nCgo6a8LTCsPBz0asJOOvCYsrhwndfZAlGwMF0NbVdS+Q+36cI2OGr4vt1Qj+ULQJqJf8/CIuYcJY8XOE4XtuFgcTm9BM8U6ZCSXujHn6CQ+J1ag7wu2/P2EaQX2qrYDZrIDBoUjhwBS12GQOsg1bjlUQG7Ghw7qCJDa81fprPXBHhzCA0GX0Herlrm+gJyXxjCUoiWAQvPOZ0PzQG5F6zmLSP07qs5nvZwH4xhdG7xLjyjRo0iNTWVPn360KZNG9zc3LCzs+PmzZtER0ezZMkSbt68CUC7du0YMWJErj4aNmzIJ598whdffEFcXBxt27Zl4sSJ1KtXj/PnzxMaGsqRI0cA+OSTT2jQQPgBCwQlnmVz2busNk2VA4SHDsNDOmxuiUo9W+jGn/dfKnTa5deAI0pXVlEPgFl9R2KvqC+d6Vhxk8qGFjVPnICKSlVW0QOAkfu/ZWdr6LQC5vsN5XY2d6LBj79nXbmn/Gky6YxHdzbxl3SFBUbo298bwva9D8D/XXkArpZrFibmHCWPvmM2s2M+vKyk8wslMyChoOQT0msMLkoSw12izC3KM8PcSNiORFJhDfhq+qMkS/wsqWFby0pR/I76u6W8hZa1h/GpjyJLRI9Ut6oqdWkiDWShMppG0rdayYh9o0Hy3QdSyZ919JgG0tQzIBnBJ3uzL7vfkDKVmd8YfgTLV6AAJCYmsnDhQhYuXJhnmz59+rBs2TJsbW111s+YMYPr16/z3XffceTIEd5+++1cbd5//32mT59uMLkFAoE5CQBfRxzYxRka8d64w/AyJo9/ooU/yPGwcR2YS53jwnVGJnwLcwzTnxQKwSNDmO86lJtULpSyww6Y6AX0hV9xy0yTeg8Hs6VMTQFqL7nBSJ9v1YIL6ooPafDRKfUxrDjDl04jsX/wlHMmkqn5knga+8Uzu/y4Qiuo9KEsj7mMYRMG1gCGdANGQBLOANy10JSE2RFzjhKGH3R6BGuzudUJBKamC9tofjSes9eB6+CjHGQEizhjRplWPeiH4807pFZJwcDhzfWmI9D2FrR2igZ+L0IPYyl3O41HbznBzhl0cN/Eb0nd2eGi2l8UzgbDCX4azfv9w1gjZeW8Oaf5Mw/JTBsxgQ9HfA3Ael6iwv0RPORzPJUKeAJVT9wnsimo06udZEVoMaJMiycgD55FeGs1xozBqQgQjWFtd9vCqU5satSBGLKO0n0DjpCBxStQli9fTkxMDHv37uXChQvcvHmTu3fvUqFCBVxdXXnppZcYNGgQbdq0ybefMmXK8O2339KnTx+++eYbDh48yM2bN6lSpQotW7bkgw8+oGvXrib6VgKBwOgsdiTwg88AuIibmqLVzExpEIj92hQCa83jsJnCejTlOJG1DDdZkGdB01nQSDnNTV4q1L6OwLGDDYxkwlk07gJytqB7ci+YsjaQ4KAQ5MFqWXfARTFuGmNdMgUMg0rK7UxlhKXjDXz3ywAu4mZuUfRGzDlKHlO8AsHL3FIInnWaT41HzpbAxVfqyt/mEweALyrAIioydLICZtLVtusMUuU4imzXEeZIaCWJMsr7jJJqskuKQ+IMimdD9hwtbGc1UPZKyG+rgWItg6vIkh0y4wAoc+0TplSrQLSyhomSZkGqgkwCpoyTdUmVyVNhN5JxFCjGoFInzrhL/GCCoSxegeLj44OPj4/B+uvWrRvdugkTT4Gg9DIWIh1p8u5BrAzkjXwAb7YP7gnjYfLzkwzSZ2G4+xkEXw9h3+wXLcZEXXYHFmk2HCGM+oXbvzswEZbTzNCiGZST6yB4TAhJ8zUWM5MAb2gxcSVsN7d0huNPXmJs9Ab4HORd+u/nDXRdCawDuRRYros5h0AgKAy9WE/z8fHcmme4PrsC3huARSCb4TnzbdeRtFMasfudzua/r4+E5cpuOvIbvynbAHDlW2ILq0+4FMSB2s25YuHxup96lme78ht7278KXOEN5Tn+S3feZz3bf+hJVoyUks3DINirLKLNoaPgJRdiz7FEKEP46PF87pRbrClz4g3lOZZjxxYT/b4Wr0ARCASCQtHEkcB3P8Oeh5TlMQDpWOeZVlcfTtIYIhbAo9FghsnE3MfAHJg66Ri/OBX9ZcyeFOx5aBihBsOUVwOx5QlWpOt/fK3VOCN8plk5zgd7UnIrwR4XSdpCkZHu9S6wEkCjPHEBrs5w4hz1udnzgMlXsFIBB+5xm0oGd+M5SWOm+DQmeGIITjkUKGmox8IGtByrkoGmQFjf9xnZ9FuIUo9TxplgHicsgUAgMB3NE+KR56jPtYxlhDTyTqurD97OMKvHSCaUCzOPov5XmVjJRvVxKcacpwagetYVZzErlMNSDV5WyvKHtBcX4B/0d/yw4yFQn/jaDfhJulygvDlnMpdwAEPNm/QZ+Vo4e6Uk4ATQnE3L2sMq6Ld9ASZXnjxSkzwfx/BuPLMeANIxtivt6cwHOWpTUH9hR9CyuL0Mno7Uk1ZyQdlIZSaiXnnebJraWssCzNgIBYpAICiVTN4+h4zMdpInLP3Nj39wNatM5sSBe0wYHEZShGHnY5NnzYEoWHXkDf6iaYHtl3v2o7Oyn+V459vOlicEjpyHkmPytiO5ONIWjBMw+ghQHpY2zJqkTZwAF0KrUaP3NcptPMAy44qhk01AQIWV2IfClBHGcUmL7NyHzkqcVpl73GUWtITRPnAqujagnk93pNw/xsRJcGqG2uYmDlrpngUCgaC00lDxoevgaHVjGBxrLbHWrBKZl/pAoHKGoe0bgFYo1ELy1kSUlhLUgBnAIWUh3/4wkqejJabpMR+wkm6gTBpYoOWJC7BY2c3hwe20K6RU1JGNRX3OK59QN+gaAFNmBDJdKktnpTbb5rTHqvt9nv5cHowS4r0ATv1MtbcUAld9Rlkp2ChDNLeORZkUq1V2dkZNGkohEO2Hsl3zw9UBaZqSa/+uSk22TGzNDhMqT0AoUAQCQanBEfABT83mHpiWrKZ9803QpDR+hrEmnYerih9GzgU1pS9W8DK74Sg8PAsvaXLRFKREOUc9zmmy7RRIIhxINk3INC2qww3nCvS3vc+ex7AfoDIkUp0qW66x0EynUjLqqo38G5A7+YtBOE1DTtNQq6yL1zb6cxj6wg+8A2gUcj5hmSkkU5+DfgADstoIBAJBacWeFJryV2YwjWUEQIQMyOCe25LhWcMOuNK3AcTKxevIFxaMVOdyQW2hcnov2AlSOf12XwYwU7+2x2+9AJFA2lwMG1I9P2yoe/YaREHoRfj0s1CmM4UPWELEeHh6pTzslE0kS07iYbVMaNJEpmAcBcrCdHL9PnL8FWjnxwSfaci+apkHQCxwE1LeBKe4R1BN5jsqIc8yimj5IhQoAoGglNARHyWRRszPLLED2t6G8IqDxEq4gRjuCpH/9OGFyDXclWLhAvzxow8vlYuhb9PNnDtYv1juUhk8pixha9+nPX/gLp01mbtMMhDhAoOc7rPxUWd67tnO/nYQPhGcJh4uZMT/0kE0rxCvNNbKjHQPB8Ki38eKNG5SmdkVx1BFucnmbGmeBQKBoLTSjCNUl2JYqlXqgnJQ4lBLjfunwGD8o7zKi9IyUh7V5EwEhBq4/yRgV5WKtBsB0qIzYJJQpADxSA13w8h27A6z8AAtJmLBOjiGxCUpK2NlPLC7nYQN6qLa1ZbwNxI7zXTIhAJFIBCUcGyAIPgUfuAValzX2HSqscZIrFi12MoTNy5xxXM0+BerG0BdrWciyMtg7lHTrXEYiqQE8EtYA2vVhbfeFeE0jXhtWAykQWDCPNBkdl3r3JUjGpOg6iQScGc5xyt6sI43dfb9Asfpe30zvzr7sB9vurOR2rtucMQUXwwYawuObTUbreE89bjQthryq9f4axdmN8d2A/zbAgGmHfcxZXW6v2XPBtSI0/S+vpVfnX3YU8hsTAKBQFBSsCadAJZRIzEZLsALmnLpFz8gHPYXOd9MJievw4SLYQaJuZYCTAiexqz6MvhHULzoLGYgEkYnQdlb64CFlEvIehb3AxofB2bmDmLeFfA+ghqINw+fW9kZ2Af0htCj0C4Mdo1oA4tMlHfmNTkzO1LXFmtJDoPyYU8hTuYSHzLqNgw2a4YxX/jVl7UuXUw2DwN1IUvXfGtnts/+1YFYaNwb5KMmEUsLoUARCAQlHAdqK6dYyhBipWTis9UYyoS2Pbtpf2S3Qfp6TFmmjAjEe8R+6ku7MrXrJYVwgFraZTepzJR5gQzmezZL18hwS5bPbOVIA08AvDlARCUYEhDPuqVv6uy778XNyHVB/iWGI92aUbvWDWQTpnt2/A2mtNWOLfI9g+E3CJ4YwlozmIlmpyMQHmuZ1lS9z25Fbqj+dnu6CQWKQCAondjxkOqVk8ETpF1/A+s0NTKqk2vxWQlQ1yBdkQzYSTKKu4zENYrvyGti9slILtNR46jYaFU1ngFS05/orJSjTdSbWnXeASA120JdpRYDlzXR2XXqGShbaTrrlT9wkrYjXVNAmoH2q7rxOLS1MVslddaaimptcXg8TEdip7KGcZVqYNasO56+7HtNYqv5JMiTu//YUNF6KpuUXSAVInWggRAKFIFAUOKxIj1XjBPZC5gEqwoIVqpf/4ZJh5yddKwprOWh1BuCB4Tw3QcDuIibwWUqLvvxZvTaDfBI3Y5p0EqrPg1IWgbBdUK0d/SAWb1GZm2PgcD984g2ofIEgGHq8c0uU6bbioU8LdMtRZAcxDRohfzjAQ5388i3nRVPTSSRQCAQGIe0dLBJB/WpponQtVpmRZ+3DKVDMTyFjt2VipSkICsTeUeaZTKHlrxk0Vk6C35UohgQuSEPNUMqF9o8z3nlG63SbvxCurSBdGu1zZuh2+ijRIKk5DmWMWjx7UnGKCHMqjSJGXeyS537k7kwvwS6ceyWyjfKKd4Ytou4fNrZAe0TavGV6z8GHd8yZ2ICgUBQCGx5TFkeZ97o7QCmwJQexslUUlysSceWxzwp5H5yDDSNgeofJFqMAkV6pGbMeUxZNRVur8a52tjyBFtN/uFwgCDt+neBKsqtzBTF8lnAxBHVAWacAOsg1eR5kEamJxn+SIbXoZUIbDVnqa60ydnrdtKB3QPaqy5q+fSTToqRJBUIBALTYOOImrKNVFSrCCdW9unO39Jmc9oL5IkjQEUo9Ouwr4xMAFO9ZpHvW6opcVQPfTKoSgcpt/LECTTfF9gnE5ljtSqy/nouIPGwvCYS7acyaz4FmGYsqXUTMJd5Ae35ahy4zNGu0vXMfRZw0vzXlWApe92M7eAkReqMhWOTra0T0HHJHjBwFk6hQBEIBCUcJ06eakFqa9gDyK5w7Z+KrKK9uQXTiS1PmBw0B2UxfGVuYQzAlRow2WcOUdE9OUlu5cl/uM3YweE8XAXr8+hjJzC8RhQXE40pacEEfQYPJpXhcrmn/KqRifJqXfRZs4pmFqpwi48GfgMVYVbYSK0gsg7cY8KwMHgMc78fzkBWULXhfYiFKc7aisvBfE/dhmqKxiuPIIf9kUAgEJQYruOC9L0CEQALQA5CqS2BC/xtZtl04QTsUFYybkhfiFtaYHvLJhWppwKx8KCLxKwHuVs0B0Yr8XzU15080yefW0Pd8Qpq0kDZaNIWRE/lOdZvbE/ZtndIreqoXSmB5WitTIM38J5ynuok8rHUnnPZ6uoDocoB7uHAAsmDHj+C9I+C0ltC1k4cSFAoSFaKuvCVBkzeYnBZhQJFIBCUYHpDzRdgxsAs88emsIgPzSpVXlQnkTpcInURWuaaJZllgEeMmsbYVodNjTNJnIzIPyNBEiCbWXkCQAPYb+tNQ/ZajkxmpCyPuRgJ9oBX2CFuZ8uw48A9iAGsVRe6Ksn3iT0L7RIhW2xZACpxm/1n1Sj6f5lOfIFAIDAol6jDJdyg4y1goVr4Nsju5pQqb7oDLTzho4F9IVI2szQGIk6Gdu9i7wkcVYvaAp0yDAy8oKerO1yR8+nkOMw2VW6/vOnIbzAXUoMd1e/1jOMEXPOoy7VKdfHzAS5kq6wFAxe1BGuNlXkz4B24MLEacE27I3egJ0C05s/w6RqEAkUgEJRYFioL+G+5bwmPNLck+jF8yXK2DsucdpUazgF20g0cdIQauwclJvVvxEBwGbjXzL7elkcE8IK0N5v9iWaio1RkC924SWW+dBqJq5LAXB0BbpcRQHXlX/zHrGHs/FzVAoFAUCKI/HgIzNuKunRg+axXAvGSPoWjJd3yJH9cldpI0kl1IyEFWGBWefRllOTPKOZS4gL7Gpt94UjcQUtN8X/2KAESFwfDj0CyBzworzuNcWRPuGMr8dqj39hrpDTHQoEiEAhKLF7EsfAxBDmTlRlmgDkl0k0jztDr8TqIgv3mFsYIZESPL+lcAq6iOZ9sITSBUhmxw5v9vPI4mtW2b3GOelp1Xhyi4+OdbLTtzr9Up84ImLgKZlzX9p53AkZvuYNvt99J5F3u4aDThQvgHg6cxgELTB4kEAgE+nMJ4C8YNhF81aKFjQK4aT6JdDLWFhy3gBQzE7NmcTEaV/n7SF3kXaqJQmPWAmZOk1ckdgIHYORYqAB8sQDd0T9KNnITYD4kdcitKpLrAMvgYQ/Y+QBejN/HsVHDIWwuMBZ+At4G7key2f9V3ri1C4fxqkVrvA4XLlAX9eY+hsacZK+RvlMZI/UrEAgEJsEBOJtUk2kHJ6h/fhPMLVIu/BLWMK/cU+QYc0siKAgn4O+kusT+05wa5hbGSLwRuYuwck95505ux6qeW7Yzr9xTBlzcwP9RiWlhE/g7qW5mQLYMkoEZr0N56RqVuG0KsQUCgcACcEN5TmLO2+rfA+lbcwuUC8d/QOowB3xnmFsUIxFNE2koUoc5SB3mEC9ZYqJdfamNYiuhnJbAAFkjLZH5x4cidZiPy8HcdZsvvIrUYQ42V9WFuAFSGxR7CahNA+UYc96WqKmcBc7RXeqMtFqhuYnl14WwQBEIBCWQ4TDZhdPEM3rpMVbhSVoe2T/MSR0u8d6qKFhmuangQI1YHjQAqA7hc9SYJM8qd4Hnh12AcpZjVWMHTAwABsBD1fu3eKSpljU2AyF4cAjhvQbhwnV6R2yF+drnahpW/EVThi+9AEtAjsshkyeMXJL1AvH3B3X5if46h70xoQJjn9znqynF/woCgUBgKl5nC62XHKPHuk3spCNKZWNEVSg+7wK7lQFIf/9I6bQ8yU4KpcNG9DpNZx9Q44pJlhKt3oW6ysss5SUuGcAFRs0olIz0XAorFD88pDVs0tS9EbSLCcrL2PRWt1OAh4tgphLLPY5xT5nAla4NABcaKC/Ri2n8xgQyxJo6fhbynFxDArAsahSVFZl7VyDcsEl4hAJFIBCUQNq5MCF4GqdpxJQAy01VXI/zRPZDK5K4JWIHXP6xKsdpSo05u55pBUoKMGOJ+tlSlF6OwOGlHqzjzWL3ZU16ZkpmeRM03wSuSgJNOc7cwdleCtLUtmlYqempAxoT7BEC7bRleogd56TDqmU7ID93Aese6VpjZig3FzCKu/53YcqiYn8PgUAgMBWtTxxjxjBIHXYCOGHqZLd608AHGkrjKBnKk4zFgNKgBCkOSZyQdmk+W8qxqMH5YU2QlxS/JzsgPUPdUPMLBjIPpckaNp1Q60JngtNMmVBN2xRQsytJ8+ilNKGV1Af1fG7OmSGekATSpt2o7k/QVOmK3RxtC6Q01Pmb/A7YvSMbZS4nFCgCgaDkERvNrOemYnPiLhMrf2FuaXJhTwqBU+fB9+jMUS+wXByBsRuAChDeoXRZ4/RiPc3bxXNSj6i+tzxgapdZrPrlDf5Scz3qxcWeMNU7hy/6MJjib5mKToFAICiIVU3eYNz9zZRrB/JRc0tTGnDia+UwL7ObJtKPoCMA/bODG2uUlVTmFr5SEJZj+1p85ACQ3lLAFXIq9eRuIE1S0Aog1ERBeakM8nX9x+jTdAus1y6b0/NDkMKNuggmFCgCgaAE8hdcSyH1RFfwKfzeVbhFJW6TSHXDuERkw4XruJLArRmwML3g9uamBuABpGBvblEsAmsguUc57uGAHTfMLY5BsCYdVxJofjGeGXu0LWtSgec5T61k7e+6MB3ctsAr7OcxtmphjrTOriTwhLJaFlbLIVekZDkdGvmf4TrO3BWh1wQCQQnjIm6sLt8HP481malzC4M30BzYiBqo3JD4Ak0zPJi7AzGWYsWQF22BTgwPkmAtgJt5xTE7dvTeuBUSgFzRxkomdkA/4NE8oMJctB3eUqAHasKHpkvRviI6wjwYNU7d2qC1eJMKnVEDsG1Kyyo+IZPTOHfcT19zxzac6MfGU0eJmYxAICh5uI+ms/KEoT5Fy4n60cZvaCKt5L/8z8CCwcg531JZ2s7yEqA8ARgyD64rXVlHL3OLYhEkA/ulR5yRbhh8omsu6nGewZWj2Fg3t1vSKSBBusyvOnz6rwJnpBs0kNbQQFrDz/2y6pKAOOk+J6XkTPedvAiPAzdpDWNjRKpGgUBQ8piQGEYDaQ1Lo4q2/33lDaqVUxiy2LByAaxRQqmSrlAlXUEa/wDQw8TQjIxR4lBcJSJmmlsSS+EcUs87SCMt/7fTl+G2UNdfwa7CNXLPLNYizXyC1PQmudWJe5DGPMg8n9+XJmerO4XU7w7SMD2O09trqPhYwUkxXrhZYYEiEAhKHtWgBYewIq3gttmoRQLd2AI/wa/AqPR7GDz27MUMz0zL4WV2452+n0u6Ur7VgSN4mlokk+ML+NaBjRcLXpEoTammX2cLrROOsSYZjuuoTyXvqUh+daD/cUrS/LVLgBxZkwUCgcDyuV40J5N+QOPFUOnxUng0F+oYWjDYzctYWswT2Rv4DPggd91L/ImcYGqJzMFUkCWQk8idvDc71vCGI5QDVmdEASmZZCYkmAe4nAV+0NEqBcgrO1QKeaejTgXm6inJceA4R2mGsWxQhAWKQCB4Znjn8Y+skZKZUcRVpJJKpzGxhFunkjtp7bOD7zgIuTCGHt3NLYnpsOUJrZsdI7SWbuWJQCAQCIxH42iQhq3gTrnl5hbFpHjvi0Z6/Wu4UlrTKBdMO2Un38gSXCrILac+ygsSSrmSn8bYAZBeV5Bcvka38qT0IBQoAoGgBNEc3pZV7XYhcOE6wTEhlA94SjIQ5AxB0yDOyssIMhqX68BrM2MIvhiiZlTRh0cleU3DQERB4Lp53NpibkFMTBF/e9kL5I/U+DgGYz58sl1k4BEIBCWD+pwneHsIBBVuP1/gNeVFnvM5D1yGYRMZoFSCEum2Eo//wa/59L4aZF0fHmKPandoKbnsTE/sx52wU/pAgE0BLZPpNmMN/VdEQIEOsSWA21Ck8PurZdooLwO9DSbKqJ+X8bzyBmOfM1iXmQgXHoFAUIJoy9Co+TgX8ubsSgJbfbO5HMzAYtMfF0QSIAeBPB/skh5yDwdzi1QikBMx5HO59LMSwusMouP85cQbqEs5Dp68b6DOBAKBwMg05iRLuxQ+8KtvA5CkP8hwOQgOH0+aNMcojjaFdWUuPIdZLsHyYQorkHJFtBDkwTyZgfOaULB71VW2SqUj4poNUNTTMeU1ib8l8KqvwLm1hhHobZl+b3ciIXwzDDdMlxkIBYpAILBMKsgQC2p4DrlYXZ2nHqNuQ1fNkz/GtVWx+suPw2EeyCPjOeQBm4w2SvGRnYE42OHaztyiCIxA8MUQGAYbTxVtf8ULhjddToRBpRIIBALL5GO+wun1R1z+pSrLCChWXxvPgnKwItTSFHQxXpSSQ8Pac0OpgLPDPbhvrFEMwDAZZZoEreFvc8siMDhBt6HsJQU8i2B9AtiNVCAa8I02oFTGQyhQBAKBZfIaBL74GSFvfg7rMxwJKhepq/+jEp9XDISKhhMvL6Lx5bR7Q1633QCPjT9ekfGCKa4l0wrHUqmBmr7vXEENi0B1EnHhOkk467fDKpC3F328aclATNH3FwgEgpKE065HyFtAjrlBLR81ymlhrV0zOAwcbmlA4fJhzRLo8dN9aIcaHd9SGa8gu5hbiNJGW1THqmgM66idCq2h4xJ1GqCPI9bIivPAUy76kBEyJWnFRsRAEQgEFk2fdZG0U5xopzjRWdlAJdXB0mIZuyScF6UNRFiy8kRgcGyAIQehvVIVQyfOSwLOSXcY2fpbqnDLwL0LBAKBIIOtvtBWiqStFMk16QbXzS1QARxVAilrp8CvkeYWRWBSHIlXhqCEtQb8Ddz3KaTBCu03KxjPXrtkIyxQBAKBhVEDeBd8Vd9eD07iwUlzC1UgdbiEN/shCovJdpMpUzY3DifA3xbobC6pSifWQLJXOQ7gTVU2G7RvG8ANoLpBuzULxvbWFwgEgsJQhVv48rvqMowaK60kpLIfBNSZANKemXBNNrc4QJZM02JaAr+YW5xSjjXu6y6jfAboa5laiL7xhDJeD8QzOw+EAkUgEFgY/gxSlpW4lfb3TkSxoCmsN7cg2dAlU1fgl0c9uUQdM0klKCxOQIpSk1m8WeKDBovJmEAgsCQ6spMj0gWL9n7RhZ1SEUlaArPmmluUTCxRJkFR8EDpKxFZrWQoE82BcOERCAQWhjUO3MOOh0Xa25v9BMeE8Domzlf7CJKxsKR9OmSyBm5TiYfYmUmo0kka4DT+EX23bMZ3Asjehus7BWgw8woTEsKwL8DP2YtDBMeEwArDjS8QCASlFSvSSaboESTkJtBRaY48wJBSFYyqTI8HC8qLo1um7tRU3uVMvVp57CUoGim077WdX269yqvKL7BeRpMHxwAk4T/pa969pdqE54fcQD3/v/n2IwONXTIQChSBQFCqeCNhF7IvtF53zNyiCJ4hUgF5DkS/DqtC3yB5XzmDqajuoqauvlILHLiXb9seyduRfUE+YaDBDUw5cwsgEAgEhuQ3aC91J/LHPuaWxDJxb8F6qSE/SFfMLUkpI4VYaQ/dpZ3srNwd5akEBrNQvcpyKYkyHRQ8Cmq6FtpLvSFANtDYJQOhQBEIBKWKDa6dkY9ATC/ThL5qxlGCR4bA6yYZjhqAvAIe/FOGFOwN0qctTwiODOGNDru4ZJAen13igb6vb8ap6SODxsQvLTwytwACgUBgSFrDJeVr/F5fY5Lh5OqwXtlLw1EJJhkPvFmoXEHpKxksoK4TUEV5HylSAXYYqNdnlbWU+VNBuq5AAQsszyb3cL1t+GtFxEARCAQWgBNkrNdbS8XqKY4WxHm2KL5IevAfbuPJEZYugqsmGVE9Ur/6+bCHl/JsY026mq1IT8teK9JhEsimmo+VYpIA2QjeYy6AiwnScAsEAkFpx4F72PIEoNiZ/eSLgHSj+ELpQXOAj+CY9H+AbJIxoT4jW36LHJd3CztU2RL1jHRuBwwNXAZfyAaQ71nnOLgfN0K/TaEJcNQIXZuUVAg0fEweoUARCATmJ2w0TUYcBKAyv+LAfTMLVDD/4TZju4RzcjsWl+awPbt5pfJeopPNLYnAEDgBw8/AjgbtuEVlc4sjEAgEJZoJn4dx63P189V0NVaYpdMc6HlCgY4AoWaWRpuJr4LUUAEJTKfYERgPD+4/6kf5Dk8t7EyzHIQCRSAQmB9feJN15paiUJTlCVe2mz5lcQrw+oMYKE+eViiVuM2yZNNZxQiMiw1wuIEHf9De3KIIBAJByWcPLEw3txCFwxHAHzOkLE6GMJCHwYyjeQTKrwss3orI2VJasKP8R0+R95hbDstFxEARCASCEsQ54PsK8JpHTIEZWQQCgUAgEAiKzk6k1huQ/JUCM7IIBM8KwgJFIBAI9OQVonn1xF514xZEF6OvGsCQbsBZkM8Wbt8kgGSwIk2r3JYnTLwzB5uf9JftLVbzYtxZTor4JxaJ7Az0gg246tX+iJMHsl88VyJhmXFFEwgEAoERkX3garQTAAm4gqQUozdvONUV1gOfyoXYLxU4DKd65HppdAGGH4QpXoGwLEmv3uQRcCqsNno+0gSmZpiMR/hh1apIH+ZDVWUgN1rWgjjZmJJZFEKBIhAIBHry6va9yF0M09cLwPJf+tH/wUpsKuRhFltIKnGbpEqFe3F+Megs8kwDDC4wDhthineg3s3X8SbrVrxJcNMQmGhEuQQCgUBgVH6N9qGr5JutZFrRO7PuyjV3CZd9IPEFGMCCtSkgDVc0L86X9Nqne9hKNkt/I2KlWCYnwuuxSrqg968jL4MPl9XmX2Ue3xQvB0SJQihQBAKB+SgnQwS8+vxmc0ticv4ChgxcCaeKpjzZeh0mjAyDSTCleiDBJ0JgPvxcwH57gOFDlkN5dTtpfhEGFxgd2RmIghjvwqXjfp0ttB5/jLthxpGruIhJh0AgMBejWUjVMfc5tN3ckpiBtB14Kue5tqYuMKPw+y++xWxlL0cT2yDXgGFKRV4mBqST+e936hD9lBO4qLaz7G3/KvB34ccXGJdhMr+Fv8TzXS6wqhC7yX2h/crtxHbvhGUqxexomdCQgwa2eBJzGYFAYD4CYHL/SQU2S8eaFOxIwwpQXVXseGhs6YqFm+b/pTzqrwJyZNH73w/sXwRyOWA28DnIejz1zqGuGAgsFyeAATDlVf0tTzLwfHCM8Dl6Z7A2OWLSIRAIzEXVqPvIei4aOJJ1v0rBEPYaxsZR8z+vu/8erknFiQq6kGMS+Cpb8aUrde5c4FGlBXrst4kLElzI3P6jGDIIDI8NUJs24bv4Q9pb+F9nHMRKdwF9zgVzYMfave8a3GNMBJEVCAQWz20qMa9NIGHSJ4RJnzAndDLpFvwqVh+QlXgGX3pCW3MLIyhRvAv0UZzYPO/VIu3/fflBvKLUZuIAw8plKB6ZWwCBQCAoABdgbDx0VmrTWanNxNnmlqggnODXsRA3FkSoV0FhcAtCWTqQPz06FGn3Q61BmfQWFR/1M7BghuIerhMMH+TPct9ABAJBKcYFaAvu+rV+QlnYlwSEqwW/yiaJ72BNOp4cxT7D2iW+4H0CgJoDYGAbdzgKnT4C78Uw97ExJRWUFlxsYRn9+T8qFWn/RKrzA+8Q7BkCUfm3bYtq7bKTkrC6KhAIBEXjP9ymMSdBz4DtdsA+9xf5hW4ABHcIMZ5wOcadWAdwVrc/pgtQ0OShOeDNi132UZmb7OJdIAaRUligF01gzRA4XsTdNwGbZkL/GT/zTYGtJ0AFe7gfjiYdgglIhUtzDd6rUKAIBAIzMJw+SiTO7DS3IPlSnUQ6VdjOpgfqdrge+4xRVrBGegHVnDENaX4cdZVyDJSaGFFSgaDwdIqHHe7t8JVi2WpuYQQCgcBIvMk6TkvX9HqGm5OugNRCgdWauCJSPAW+2i7ugd8HS3EhCSvScVUSWP7LcHhDKFAEloQNt5TKOLV7hLRHwTLjpeiPUKAIBAIT4gRVRsNIqMd5yha4sqJix0MY5gLRslowzHgSvsxuOiXGqhuJsPWBXoYnyHWAGJAW+aH9YNjEheEy8lWgJ8hxRZdtqhNIXpqNszDjIvAbBCeGqNFhBRbHu0CDzsAIoFmOyokgR4E8DvhILTrs6sG4q3PhdjkAOj+/gVYGWklsDvR4FS7uguUAa6FT51g2GqR3gUAgsCwcuMeIx19TftlTotA/YPtdoPWqY7Rue0wtiDCOfAByWzKtBc+61gTpLrBSjz27grs3Ffxu4MbFzFJXEqj5+lmuuMtw6i9gbdGFC5BhpObzZmByKDE/vEb0VZg23ano/QqMh5uspqqeDeScb57KsOQOAncbtWwY9KkCfRLVzf3bMcCCiges7q/6swP4A0dn8BELCIqdAZKprE8AbOCDsbDkK4P2KimKUpyk4oJCcOXKFVxdM8LYfExWwCeB4FmhLZ2Vh7TgEABWpOm1l654J/ruW1iCo0KQ3yn8fv9VqlFPGkneUzQbVir7+FsqesYhOQmmOKuBRf/LCjZJVyw2WKhARZ4Nk8ZNIaTB53BOO/NBV8WDVlIfZt68Q2qVhdlqsp1Dv8pM7lJwoOWcBM8KQc7h5iY3genHxzE5Yg7y4EJ3aRCeABnG8AkJCdSsWdM8gjwDZJ9zjE4YgWNNMecQPFs05iR1pQ0WbWFXQ/FjqJTdn1lPNY+vTODvnwG550MZc6aQwZ9DhFxEyWxQzkxmRkN1K2gGSEHfo4bGt9FfToFJGa44Ulsax9jbMLXiFK26kG8/V5Vi+2QCvT/LLM9+/gQPDkGOKPy4ahrj/9NsTUVxLsOM6+qWjTKSiVJlTZ2pzx0nEsI/wnW4umWoeYewQBEIBCbFivRCKz+MpSzJTlv+5LWZMbC4aPurE5b8HgpFf2DIdYBQ+NXZR6tc3MAtj47An8pIjmrMTaTLA2G4DZz7i5znwNbuvXFQIkht4JirLpO3YPqwmbzx5So8OaK3HBcmVEOuc027sC08piyn/Gsj217m4jsaSxQTYvwrWSAQCLKw1Nd82RP8j3zNtMDhFMmdQTMB0DU/KvacabpMRFB/aJnt+KVlG9Rij+qziBuM989M/WjPdCauhF8r+uQ6DzzeP0z8I5k23rvyPEeSvy+H7POI6MEQXQgplswZg7eiRq9vygtslbLOkqCgMP6j+DHUYwWckgvRqyFIwbVBAhg4D4+YfwsEAgHgyVFCgywvmKYdwAiY0rfwKW0FpsGOLHvCdnWgvTQXyLA2maF7J4DNMislyHfyfF+G2S6c/9K7UAqU7xkMfXXX/cA7MACCF+Xt+mWDOkEw9PUgFCgCgUAAjIPlBd3/TY4N4MTIoFlclFZalGSC7GQ8oQE86PllFE2zxcrJa77Yh9UwYnW+PX/Fx/zH/zYBw8KJLkTyA3k8MF71RfsnZ91MsJkZCTtXqKtMOnFEnU0Z2r0nBTqKILICgUDwzDDWFh4/qsBmWplbFEE+9FZq0jBUTZP34RUgLMKs8hiCoNmQGgD7K2HhoZ4FAoFAYBBeC0J5T4KmlqXWEeSgYxAVN6sWpg6296jDLjMLVHxGKmksjPsQqWXJCDArFCgCgcDI1AcaaD43pyz5a78F6tpCW8CxG0znAx5TFoA6XKIytwBocP0Km8wn4jONEzDaGSivbr/EcvhUNqNEhsMN8EBVniyrOIjXTO7kIxAIBEWnOolU518A6nOORDPLUzJwBD7GJvIuC6pAsqZ0EFCnjmZjIDBV2BCaBzvAW/MfCIBRtgvMKZAB8QV8WRgnsb8l4A6cMq9E+iAUKAKBwLgM86NPeCQAVpzCjUvmlacE0Bz4j9KApXhnKk8A3hscxdYI9fPPIALImonRriC5KBCn+QWk0pMCyT8AIpf2IYbncOCeucURCASCQjF81XK29lM/n6fAJMACAAahjCjDX1WycvbYAK8o8VyWqqsFda+gX3YggeFpS3MF6nAWgMrsM7M8hqOB8h/iyklEtsxaai0JCAWKQCAwLtXAg5OF3u0QXmxL6kJ3l41avp2Gxp4U/sv/qBZxp1jxGRqsugI/yfA2ZJkfNoewHlBF3ep7QuLvAvqZUB7su8F3ePFPzqBXFzFQQltBUbADJk6CUzNqgxRLaXJu8QD6ewIBcBo17YJQoAgEghLH9aI9JzsC7bxgR1yeoaEMghvgvxTm+g2HgcWIMhULoUkT6eKyjRaafLW3qMKKBwN5eN9ebRNdUCc28FYQFSJucLFC7oTHl/e4UxLcKUovNsAk6CjRjDCeK1X2VL0h4gVW0ZC5mlgrQoEiEAgExWTrz73h7RlsiA2iaVvjKVBcSeCKlEwExYsrP6MffIFEpHKAE5Km0K0Hf4+UMl1t8gknCqiPSuVWGabZjicNq2JIIzAGLoD0VAEplNKkPAHoXx1mHRnJPRzMLYpAIBCYnHYfwbR5E5jabxZ7VhlvnN62IA1XYEgoxbIjfSTztJoNW9cH0aKnqkA5iif3K+wCzmkaFTSrsUMZKRFawfQZ2QT6YEdVJYHBfI8V6eYWxrCMf4Gf/CU2+5tbkKIhFCgCgcBI9IPJjak6NWc8bm3SsSbk78/RGRpFDuLFtsY1VbQijVSKn5Qvo4/jMa2YoqgR0F/hJQ5L+mUykesAE+FX2/a5lCeD+Z66i65xNqaYQgqKjLwBPu4xEySwvFxNRccFGD4BGAAp2GvV3cOBOr+BHAWhy0rTtxYIBKWNl9lNpyWxEFpwW7kz0CNbgTWQBlMXzSLJiMoTAGtr4DEY5o6aCgEw/ehMdfMEwAL0mtFMl5GDJkKz3JLIoTBpwhSoo3NPgSmoIMOn4MVaylKIdDgWT3NeVcrwHc6sma19pp4FouO9GcI3nJX+xPAZeQyHUKAIBAIjYAM1GzMheJp+N/63yJ0b/i2ZCaumGV3rno41NqjWH8VVogDIvmBFCAB/6LmPDcBnMMU/d+o5a9KpG3kNeaQBhBMUmW491rBV+gtzmTOnYcUTbAGwIh0rQyQEtlbNyTeHvsp+vHNV38OBaa9O4K1XV+O47IJQoAgEAovEmnR878QyY5iez/HvYUp17edt8K4QZnQwzDwgP9LS0Chs7DCIEuWmXITHkh2hQaN4KIXp3DVswvuESGUQ7jtmZB5Mfn+S2Ya3tgYbzfTdYNeENUBbfvOogqwjUOw54Kp0gDMTPJFYjSUrUMqYWwCBQFDaaA6xQTRIOFY85cfq/cx6bipL0j8wnGg6SMCV2kpFgr7XKDJMTFBFGHcffvX3yVX3OluY2m4WZweaQTCBBZHMWelFZj03lVnPTSVk0eekG2D941h0A7yUCpyhkc76/3CbqSNn8XyNC5lZGQQCgcCSqM95pvabRWqN4r3obXi1M+Pua6xBjcjax6AslQhVrqBmvzExb8so+z5lQssw048tKBHcw4Fr96sx7r46P5WnFb/PVEBZJaGsrMKaPLLsNAdWKruRnijA5eIPakSEBYpAIDAwLvRpG6kzcOwTbLmEG+nZXFTSsILbuvo5DNeSST7VFZ43mrA8oSzb6MKgDiuxxvirTxnYAE0Bm24ws/wEnTFPnEkieg+auOsCc+CEGthsK5XNNPJZ1KSSMlyzAzwgugeMKP4Iq3kr33o7HnJxkfCNFwgElkslbrN1le7AsZnP2Wxl1sCjirnbnqceq8v3wa/BGrhoFFEBdU39ymCY0C2Micw33kC5cAT64RR5lVBr4ZJpudQHekAT047qwL3M9N8AP/IulFfjBA5qZ5jsS/IiYFHe9S7AYY92uS3SLRChQBEIBCbjEm6slAahPdVJBcJzN243nM67N1CPuUaVyY1LDHJZycbrpp1QtEVNVbycZnkGjF3NW9RXzjNk5lbkIBMKJ8hkdFvYENuZA1N8gN9NN7DnaDof2cD2pqPhhKwp7E5zJZlGfGc6OQQCgaCE0hTwUGpyksaZZSlY8TVuudqOPRHO/qY6ZyMG5V3AdaQCLkkYf7TsjEUZIXHFGpaZcFRBIdnphzJEAleYQm63bmMx4WIY++uqn50BN6U5KdjjIcWyxmRSlByEAkUgKBX0BvmF/JvMBu7LRhq/O9BC/egJdvylVZuONdvozOG/2wEbgcMFd1kNWpkgaW9ZHhN7XS+JDIodcJRmnKNenm0cuKemJzTiapigAK6DF3EQkArTZSACuGT8catBCw6xfVhPGCmrZR3Bm7lU5qbRh+/Ib3g/OKBJjikQCARZXKIOW9K75dvG0+oIL/GnUcb3Zj/NOApAjYvJ/KyjTQBQszMs56V8n7OZXIethhQyD5zKA2FgWuUJYA1Ji4TyxNIp0+QB8kWQZ0HAvGVsogdJOBt/4GznvxMwes9hsFXPUlNEIpE7A58DrU0wmAEQChSBoDQQ+QIr/CTu5dMkXXmfUVJN44w/uwXjxk3P3CzLE+2xseKwazu4EoowHNWfXqxnnXRHxJ8wI/JZsJOSUX4rywfKPL6RPsKUgfUmjJhG+ogsC6Wc15ax8Ol3gNBV4moVCAS5+flWf1KrRJDfHWLXmIm89JVxFChvzNpF6MSs7ZxS2AAut2F6xXE8pqxRZBAIjMmM+eA8/wZdlG38D9MGwksGQtupn001B7BbeYtHlX6mpAQuFgoUgcBiccLmpj9vVdaV31ebabiy0i//+B3yom/ZrUSw8rlBcE3W3aiSDG8AkRqDPb8+sBm4ndHeDrwmgpf2blXH/YMdD/MX8hHodytuC/6dYLKiR9viEXw9BKIg0ugjFY2jeDJ8RgwsBjnB3NI8u6QATIIlM8fwjedHaBY+DUcVmVzhSMao/4ydvvA/3Gbs/nBwhml1ssXieSSUJwLBs0QK9szZPxm9zM7WAwWp9ufB9PozaTdiB755uD9+kj4bx22pfNdtAADvbYnibhcbvrQaD4AtT5h8dk7ue25YwfenJ+XK6KU8acxJBmzcgJG9hbEBgi7Ax3VmgmR861pByeSpX3lqKQN4b1gUc5dgmIx7Ofj0cSjlNz7VLlysvWms539TwF2pm5n5771lUchD4NF9eyw5605OhAJFILBYavBkbkXkmQW3/EGP3uSR8MJIf1aeGJR3cKr1MNRnPt9Evg1YM3TFfL757SPomNHAkboH/+YdvUZUScdaK2hswXRk5PezqKQ7sqzBsOUJdAH5qFGHKRZ7eIk/Jr3MzDrB8I65pXm2kfeDWwdgPIZXoGyGyd7mSVdYmVscag0tXKHsP09Iw84scggEAuOTX/auh9hDawUwQMoNAGQYaUNsxyB8G+lWoDgOTGVpFDRVTmJFOktfhyF+qbBCrbfnIaktYcadwo1cmJebZhxlQc8C1UHFxgGQ/lCgroxpnIVyYA1GeBcXGJqdMu9LDamkdMV6yVbNHFo9ow2lTCk/4CnyOoN0VWjaAdUczmeGFFitrKHtkD7mEaYYCAWKQGBWPIhQ1jIoQUeE6wfwl4fhRpLbAithX/VVbM4MSqlN1+fX4sA9KtwvAzzFgXt07rCB7Rntyym8VEgP2pBjn6ur6zfNMGHIQS/W0/z1eHUSkQZbjxa9Lydg9Fq1nwX99J982QETF8PdABt2UV1nm1okMGRkJMrnUKaLQrODR+CdzUUXVpAv8vcgNdNYPFVK5VDtF2meGK9uz1d9kUFdG1HqS+xQ2tFZCgF2Gk2mEXxNtS53uLatIov40ChjBEeFwDrgCFz1dOIJZdWVqR5Pid5ulCEFAoEZuUcFwoZPgGgdlY8AndFEisivMkpjCRbnbdUSu119drb2OAbALmB/pMY6FOAx/FxI5YncDfgeIm17FVVygyF/ANLHinps0wCvW8XozYMVyiqeUJb3pW7AOT33c2Kyco3g7RIRXXS36A38V9mLPQ/Zk9wB66T5wJfFkFWQL9Zy1kJMpUccqtGc5gnqnKOD6yZ2SXH0ab8F4uCjXkA5eD8qjOdINJpI8gqQmiooRyTkwYbv3wZwVvxwuzOfSxWdqZ1wA4C5DGfcUQWMFGHAWAgFikBgNlyAtgzq9zbyKhMM1xmmVA/EkyN4Pn+E6iRiTTqg5nz/PyplNh1T/qvMz63YT6vnC29umoI9SbioZoHnZD33qg8VpEy5DIU16TiTRPOz8czYYphUxXbAhV7VAGjONY5TsPGhC+AGnP2gZr4+rRW4R+wiaNcaiFvANrpQE6FAMRan/GuDJGu2XPBTIulTXXWdCw4IAY0CJQWQh4EcFgs6sjgUnvpAc5y8rlKdRK7jkulCU+3UHX7eDv1P3QH34o2Scf5nv66sSIdIOLkFzq7sTJwmCHT5uKf8vB2uFm9IgUBgYfyH26rl5eK7GN1fBRjQ5TtkSf1sg2rI6qCpO4d24Hb5VNbnrcDWIihw7dDclf1hirN+2Uuqk4gzScYzzBgMuBsq9psTfnPWQDq8z4/oF5C/KdCJ4M8rIk/Nu5VHRTgmtQZr+CQ1mKdzyhtAXkGe+ELg859hRRr/4Tb1y8Uja7x1Nz7qSQWmQKyczV2+O/eiHHiumMPephK3+Q+0he7rIAa4q6m74VcBpJMkK+Vg8KNijWMH+JJ1vYN6D2h4egV0hNo2N5A1yRFeV3aD51/oTkRuuZQxtwACwTPL7OH0U34j1QwrvdVJZHiz5bSVImkrRTJ2ieGjwX+fPphIqSMs1ndFqz42N3vQ9d5a7AzsfdmYkwyvsZwdDQ2jPAG4DtyQrlG32TVslSYM/77gfYaHgrXSjnW8aSApBCWZio86orR9noSKNRlUYTne2SYQYe7v46S0I8z9/WKPU4/zDK+Vdb23lSJpL0VBKPyj+HCcppltw9sOoqrShrFe+XQoEAhKHGNnhTO57hzwdDT52B2B1pEKz9dU/44oEww+xsQ6UE1pxdK+fnq1z5gHnZQeZb5EWjaHkcYrSDUUFD+JOcqvBe7xvvIvindFfs5HeSJ4dgiLmUCk1BZpvILXWwpjPbPqTkv3Udo+z0mpeMoTgAAraD0563p/vqZCw/oK/zaqhFJFIjxbZsky0gkUnxdh9ZBij2tKhAWKQFBo6gPvFruXMn4PeIk/uXtftUwYVB7sbNW6TckFrysMAhytYFm67rUNO9SbmFNFTUG21GDpWEN18PhHU5AI7/IjAI8py2901LJIKQz3cWAbXUheXAOYgf4qCxu8K+9X0/YamLI8YWui4fXbbgAesJv2NO17gqnjCtihL/xBe51VL3CcphxX+31wme0A+4Axo/GnhRGdRQTapBL/W3M2dXhCF7bpbpEA/FQTxstwRc6jHzfU+0TGY/YHVLuOAFQHMOho+wNKPGx9oF7Drtmu5CScDZK68BWiaX9nL2sS4B4wSB0ayRouNKnGHl7Sap9IdRKpzqvP7S322AKBoPhUJ5FXdPrcFJJVsOMi6tIwTeGtPlBBUxeRRP5pdW3APShrHhENXJJztHGBjsMzTfEH0549mpoUUOOrdFRNUo7TlNUZYZ8ewJr5aJ5+hccRCLAF/CEa36xA2AVgTTonjxrHEdMN8P8AvvMegOECj9hAa3B6+ypr/GDssHDG+ecfbD/8joScx8RHdkZ9HAH0AFonQZoDP/AOxBpIZIFuPOG//I/9eJOEM459YXhkfimmk1md9BYvufxJe3brjIXiwnVe4XfVuhT4HV9uUYUubMNBk6PzkI8XW/17Q8RZWJ0M3ch0JdoJ7NyTq9tCI78KzAGaXQSWa0qDYJgN1ebcyRV3cBOwKQb4ofiKG1MiFCgCQWGp5MfQ/5tf7OwY9tlelroDq+73y3xhmjAsjMNL8t7XDqicZkOclRcvSHt1KgZeAI6ltck0zX+CbWZdEs6E/DIm8yY8YVcY26XLgPrgb6WoSpCicJpGxEupqCbChrL3sDycgWtKA77jdR5iR2j5Cdjdyj8TUfbfICd9l2xmwbCs7WQgfhGsQOLwPIOILNCLZOg4l2ME4Kkc0dli1h1Y8baEXxJILtPReZ5b+zM0Vb1PpGNN+HNj4doaWiknaKW5Yh24z5e3RjLh9TAitxj+m9jyhFdb7mVBnHo+ye4wP35oZmaKFOwNP6hAIDAo76b/yM/WqcW2y1wDtMrY8OpDwmopU8ExTTlEvJTf3k4o8yV+1kwL+seD5PEF2ss3/VBSJX6OULfiI7JqooHv65fJDFFd9fs2SDN/0my1RenlyvEiBrVsBfz+qDMnaay38sTY+LuCtESBJUsxnENkUxRviQhrVdl0uR38RL4/GuEReddNS5qALDVXN2amkvH6fk1yQORgMy41vzzLdukyo49cZopnICErxtBlxTZqS/F57LGHp9XiiW0ymvbHd+ts8Rar2STdIQXVXWbw/eX8WH4AVaQTbNK06UUfBgFvn3sK9Q8Y/Hs5AdKHCjSLJEt5An5KBG9IQwk1+IjmQyhQBAJkNXXv5uz+pN3hzRa6r5C31MwVhkwtFg8MWreSa700ASOD1EzoG5eo/ol+/kDFbDtYww4rby7hxpDQvXTVFVeqOiylHve0vBCzeJgt28blV6sy+iM1oBMVIQrXQn+HJ9gy6/IkiLQBIqCEGMUWFRvU2DEZxzENqzyPdX54cYieMdthce5AtCnoHyZOUHTcj16Gt2RYfRFYCe5jwY/MVZucpKL5Xa5nlATBWzbajd6EStzOVKCwGNjZh3p8p5Vh6h4OMAP8vCCyCNddgdxXFa7yACBA9YHW6yXjc5ArQ2SEun+fAGCbSKctEBSXwXxP3T3XWN62H+eoB4A3+3kjZhc6w39tNEJMorhUdis9GRCxAXkw/J3cgueVQ8RLNYBL1FScqJ4tYKUdKdBanasAMA7aKC21Muw1JYq/pGxtcnAp2+f+8/fSSlEDxT7HblIrFf4r2ABBbYG+EIar1pzG7JQDuIVhfzkb+CfrON6laLMsuQ7EXmhO+x9CUWeaOTF2PiKBFenqUX6sLnQEJs6DVQUZ/iTDffXT2/zM87suaFdvUackGcs55cbBez5RrEH7F70KXKrnwjhlLnfLGeDL5OQaQGUqPupII9vTAKzY76vzTMvO+Rp1eFX5ncvSA8CJBspdzk55EaYXtKd5EAoUgeAnGNl/FmHSJ2QqUNxbELjuM6PkX9fFHmBPb5AH3IEfYYprIA6L7/HJqjDik2Hp9378k8fL1ZQJ+gVLy49lBMC84vWRjhW42aD7gSzIiy4PtjPDtzTb6pQAFsHkVZOY3nUm/OqIR/xh3mS9nte/NXxhw+SJeachtiKNyT0nQU/d9VM8A8GzSJLrRQNg1Y9v8Fe2WCcFMcUzkOrfJ/JaxHJcysPcpcMZuydczUEoEAiKTN0x11gwHzor+zMVKG8k7kL2NaUUM3hH8mRk2iJGDa7JtMowlRa8HaDAry5skyRy5gaUs3/eAp2lDrl6Xavn6PIY6DrGN5s0hccauBrrxCJGFGmuZmXgYPUlhihoL/VDzNXMR/Zzz56H3K0Lc/U0ak/HiufnXEAen387eQmQhyX799INmjDQiKGku/J/1SWmaTQ3sh57/E+6xs940NpdAXeYLUk8pzSh1XTLTHFsVAXK9evXOXDgAAcOHODgwYMcPHiQW7fUFF6DBg0iIiKiUP1t3bqVb775hoMHD3Ljxg2qVq1Ky5YtGTp0KF27dtWrj7S0NJYtW8YPP/zAqVOnuH//PtWrV6djx46MHj2a559/vrBfU1Di8IXVvlBF3Wrjswt7Uihz7SFPT8kAVPX5J6+dDco9HCh/h8xo1GebZOXxSsGeh4ll8HjwlA0ZwlowdjzkgNKUx5Sl/fk4mC5BhKzfzm/JMBkaEWYweYIvhkCQZiMJFhis5+JhyxMmR86BDJeNOKE8MRddAe9YONs2e/68u8Q/15z4ec1RTkt5TkAA6AD/KiH8SQxHjKkBKSKPKcuN+Ar4Jt5nrp7WLR/zFU7vaHyR76u2ZHYPYGzvcJQYo4lqEMScQ2CJvMBx+o7cnLkMfDZKjUfk3vIywQ006XpNFHPiHKB8IXHVWw2GVGPmtMyXm6uAMkCCjyBCf12r2bADXuYPLsx5HsVagjowpYd+C0rBu0Jgjnp/MxRBt6FahSsATDtaA7wMmBK6GDgBZZT3mZo+DYBps2sglCfmQuaQ0pjmn2dddw+xp+wtGFG+Aq3Zx7RPnifP3+dSNLPaT+W/u/8H4y/obmNG7gGKswT/wJpa+u0jr4XKPTTXzbXKUDMWTjnx1s07pA52xFLPVUlRlPwjEBWncylv37zCTGaePn3K0KFD+fbbb/NsExAQwJIlSyhTJu/EQjdv3qRbt24cPHhQZ72trS1hYWEEBATorC8uV65cwdU1YxL7MWroK4FpcQGGMVRZgHOBSWcF+mJPClW4yZAakexPhLNKH9679R2pVTaS5UubYVxYAzWoWpLmcwPKXGvJJJeirEHlTfCcEJaO1zZpNBROgAdQVmnFTnKvwuVF9uMk63K7EpiUUVawNa0PiTzHPRw0FiiyWtlEZt8Jia169CPPg/kfDc23zT0cMmOPWDLBG0OQ87CUMQR3gYwk6QkJCdSsWTO/5oVCzDm0yT7nGJ0wAseaYs5hav7Dbbqxhd3SZZEa3IC4ocY+eX68ArPhppVE5aYQfmSQzlhj6Vjxf1TiPg48xJ4lPcYgb8rVrFhcV+YQLjVFjVBiaBfm+kB/lG5lkQsRL8sNzXEao8A82cAyCQqNr8zN3RJb01VlprwPpnirSr/tdOGAlIA+jtvjFGu6SFPybRNPyXDGekHpSh+pVcENi0XWzMNQ8w6TpTGuVasWnTt3LtK+QUFBmROZZs2aERUVxYEDB4iKiqJZs2YALFu2jMmTJ+fZR3p6Or169cqcyPTu3ZutW7eyf/9+FixYgLOzM48fP+aDDz5g61Z9psyCkocLHB1OO2WnVgwCQfEJ3DiPHlIkS7MpBf5b+X+8qNSnieKJh9IC1RykKTY3+8Pm4YAdVZUuKH6vcNilmcFlihrXk1ZKA0blHbe1yIxeCnZKc/ZTuJt+4Dr1OIUL5YlF8EM6+EprmLCkeJZPW8eAn/U3+f4NRo881wKDIeYcAnPzH24z9vVwnkqXs8IlCQyCo9KV51srMDvr2ok4Cr2l5Trvv2OHhGPLE+b9Fsg30mCYaHiZZlcYhzKiM7wx1uB9z1QOofQqW+hg49ZKH/U4zdtocJkERSD6Z6o0UzhfzDTec6ThdPZV8v7rqDB6qYFkFujEqC48n332GS1btqRly5a4uLhw6dIl6tSpU6g+zpw5w+zZswHw8vLijz/+wM5ODRTVsmVLevTogY+PD3FxcXz55Ze899571K9fP1c/y5cvJzZWtZH88MMPWbRoUWZdq1at6Nq1Ky1atODu3buMHj2a+Ph4rK1FiJiSQVM0eflQrR1Wohp39kbVwUZr6n1p9+IOfPk9Vw/pWPMnL3GLylrljTlJQ05rlf1LdeLwoj7n8OCkQb9JSaM6iTTjKPyUlQDxBc3/50ikO+pD+wm2xL/dHNb3oUflSP56vSlnGUUPvuNWFFRf8a/BZTtJY85Tn8nOc8BAgS+bAr5W8GgAhcpSlHmcovJPFCkwLcmoeQfkfcAHGaU2QC94E1JP6NfPfmB/Dnf6GqiZIa0tIymETrw4pBUoEshMaVgSEXMOgSmow6XMlPOPKctuXsaWx7zEnyTgyl805QWO48lRTm4hVyyRDHoDNXLcH/akZ4Wyz8AN1d3wMOjMuPcs0RXwHgCV05fCPjlbqRpcNRx0BuKdEAXdl27k5w79OeHbEozgpT3rAbgsAiYDmw3V67vg24DAPRJyIbIUZRwnuzvfZDtOAvMTD3Ey3zMYf2YBajrtl/iTJ9hyAHc9+1lI7szmbaFdJ4uObio3ALy1y/rTH7hoDnGKhVEP87Rp04rdx7x580hLU4NDLVy4MHMik4G9vT0LFy6kTZs2pKWl8dVXX2lNVDLImBA5OTnx5Zdf5qqvX78+gYGBBAYGcu7cOdatW0ffvn2LLb/ABLzdh6FR8wFIwJWt0muAG/2UVaz8dhAERMNqX4b2mZ+n5ck9KhBj8xqkaatsTywbwuT3tYND/nDnHR5V2sKxL/zyDRz5LDAseTnLK8OfBbSzIp2RUbN4gi2VuUU9znNbqURlbhGZNrRI2WvMQZ8PYP7iwss7/PpyIlwKPk4CS8CJqkoFFtONS9OL3suQBhB+Jsuc3BLP8Z49trM0hxm77gSJJQMx5xCYgve2R7FUoz/3ALwUe5xJ4rJ0lr6TjvHXjKb0HbmZpYvI0/LECXBWKhJJf63yj4K+4fBM7bb+TSD8+CCGz1nO/gICR5Z2vONB8vgdogpnivHVA3CWzjKZVjgBC6KNIp7BaaLcZq4kEV7I4N3eF0Cq+ztErTGOYAKD4cA9OtWKpZNPLLPYR955rArgi07EfSpluu0s2GkoCQ2DDSDteAJu0doVkSXTudGC9VSgKAobNmwAwN3dndatW+ts17p1axo1asTp06fZsGEDYWFhWr7QZ86cIT5ePSH79euHvb29zn78/f0JDFR90cRkpgRRgcx4Jlakw5jeUEVd9aeSps1i+KbKR+rn+o8YV2M2djzU7idNAWygiX/mfmXeeJBruEYVz3DM1w/eMlr4oBLDSae6+A/IEciqARzMPPAqVqRpKa+sSMv8zW7msPopLl4coueJ7erGIzhpyLSrFYom79/O6nG6GAXLDSiOwMCMByoMZxXe+EQcKJK1kAswvDMQANdx0S9lsInpwjbaHT3MrS1GSI9aghFzDoFePMi6btKA4ZGxcAt+A7ijqfCHIRlvMhcgdH9WNLAMblNJXVxI+DZrv+25h0s6AcOPLgcDx+wokSwDp7QGqLnFVF6xiiQ+7/BHgBoH7SrGud/JdeDqBTUo7z0cMGQ2+srcYk9RdlysHqfkJr6gSY4gsEDCYGz5cJL/KUcEgyHyShE6aQpH+xDxYn92fpr7PmMJyL3g8tqqTO5kA0U7oy0Oi1agXLx4kcRE1bzYx8cn37Y+Pj6cPn2aq1ev5jLbzTCjLaifatWq0bBhQ86cOcOePaXjB37WqMxNAr/6DEA7rd1OGTK1scO5rVTKrUABoBV+x5fimo/PRze20O33QjqillJ+oj/8aG4ptOmZsB3ZwjIIZByn4DohMLPg9gLzENjhM6p0uEmzcgeQ9UwpmBMPYNW2wqUMNjXtIg4jDza3FJaHmHMICksSIA/MXT7FKzDz2fg6W3CRjnFJx/6NOM3PtfJfcw4HMHyYsBKJPAdGzckdANKsi+37oKY0KluBbC5JsiSYBaNm1eSQspLNBSiXBOZDjoTmkdDzjRTYLIPGNbBw9Obpq1kpgy2RWWtHMlGqjCVcG4bCohUoJ09mxZdwd8/fLyx7fXx8vNZkprD9nDlzhoSEBB48eED58uULK7bAmLwpw9vaRTX7n9Xazq44adUnhgM/ydo7uJPLlceeFDglwe3GVGKztvIlB/nVWTrpWBPyy+ewGfqFL88V36UkU5/zDPp8JawytyQCY2MDBH0EeELkYH1i1uvHzLPBMAvWFFF5Ykl8dicEm6maDVcIHzeIxsTjM/4AqcvUYvkDoJ+mzW8QOtMyV69MhZhzCHISHBMCOWNPROXd/uIiCLYO0S48CzkzgN8D3Dtcxr3iZRYYQE5LRg4AOsPGfrnju5RkhgOjlQikJYMoTS+GAl3Y0UZpyVusZpz0PoYyB/vkURma2R4GqeTEAHECqio9Oc4LtJeCM+MyyQfB2ysagFbsx0+aiHdnaL9tO7EDOwEzaKJ0JoyRAMxmPJulfykZuYJyY9EKlCtXskyZCko5lJUeWE1RVNx+FEXhypUrNGrUqEjy6uLffw0fKPPZwQ5wxGbZXSZW/kLvvTqzjc79txXYriyPmdyo6PFM0rEmBbtMc31bnlCWJ1pl1qRjR0qmAiYFex5TFgfum1YpIwNxO0gMr14iFCjqsXysFUNCPZbaFkSNOUnkVMO9TGfHBtTR83m3yZApBfu83TbKqw+fexg+tfKzRvK8cmyjCy8M3pD5+E2h8AoAJwBr1Q+Zz9UVoaLiqOnvXyO47dhrvtlD7PKtyzgPbeaDrIaGwheoM+4SL905wIw52c69z2BWdXUyM/jVCGxm3n+mFShiziHIwJYn2PMQxoB8VP/9lgPML7hdKiDvKpJomTiSNYnPuPdlL0vD8Ml0i8QEiGrQkxfZUGIVKI6ogcGz4+IHK6UmGEd5YgfUoBL/V6BMV8n7d1YXC+trWj1rd3cboDbqjCup2H39ubEDqf+FcVW+hpsZM80kCqcAUGUqy2M8gPq2Z7km/a8YctWAShJpOgInF5ac55ObpvySjnbvfLweImAIwfylafuO17cckNQkHQeYykLPiTADYqXjqG47NhxPbMXPmgtp08p+SHxTfMHNhEUrUO7du5f5uUKFCvm2zb5qc//+faP0UxDZJ1QCA9NxInV3/E17fjC3JDpJwJXIOkPgkubVJNKGwHc/Y94ngTBbU9bRhjE7QqjAPdKxZs6MySCDT+qvtOcPk8nqc/BXruOMp3mNXvVm8pI5MAd+PePDHl4CYPzj2ZR1earVLvmOTvdxgzAISFeqshavPNtMfDALqxpgfQE+cwrU2WbtpK68MekIFa2vsdAAD7xnnUvUob7ShA4aZdrzIy8g547nmSfvAvaKE2xM5uNKYWy8U+AueWIDjP0FDnZrwiUKl/mlIBy4x4SBYfAA5q8dqhWHx5YnBA6bBxchfNsgurGFWpVvsCPbnO4wMMg6hrPp2oq7kzXg44pqCucrdyzkZcuMiDmHIIPJcXNI7QiRxbgnGBMPoN8tNQ4ZwPPjLyDPgbHfw9/+mrK4C8xtaf7r+q+G8LrtBiLMLEdxGBsN0jLtuHdvnwOYa5wBvSai+ElQK2/1zNh9IIUpKEESsofuNitqDGVFKEg7FNWV/VmiZhDKZIkPP5hDuIHcmCLugOIvgbO63SJ0N4elQsyl3YJQPpVYS1f6+CkgFSXmSQaObFJ+4o3BQ1kaUYxuNIw9AtIcBeUjiZ9bwijlMreSKrO5WoV8s39NnAfSUQWkh6DJLATLkKoo0AuyzuBUpBYK+Klbb38GMKP4gpsJi1agPHr0KPNz2bJl821ra2ub+TklRVvLaqh+BMaiBtA2/yat1aCw56lPAq4042geMUwMw3VcOEnjzO2mHKcyNwG4RRWO0xRXEqinsXdIxwqugKpljYZYWX07uwmgcTG6ltUfaOrS7vKE/M9JQ2JFmkmVNQbhFtz9RxMgWEP5+KfIJpzY1nSGWfTXmUnFnhSacYRyq0C+A/JxII+wB0fw5CSNmdx7Dt1Xwa8IS5Ti8BA7NtI9czu4dQgUQoHiYgvL6M9Yr3DO3im6IWlToDlwtltNLXn0pRFncMljhew0jVSrk0Qgd0xr9bq4DiSqVlC1km/k8oW+CzoVdishK3ilQMw5Sjm2PMGLOK1nSZ4cgrN31OvaAzXGhjF/nZyzoBiy1sxdUB8p8WRFSLAGkpwqcpLG/EVTgr01bkNOkEh1AJ53yRHg3UysBSjhbpGXfaqCr2y6Ab0gcoxui1o3wN8L5noPh9Yy+1a8CBzT2Y2cCC4TocL9G9yvIsOjuZhfpWYiKgD7wPWDBKCiQbq8CsgRWdv/DV3BYZ7Tv4MmsHEY9O62VZOG+FIRJXkXmjTgjZnjtOTRl7G24JhjPXC65ziIlDm1ojZwmRuHasG13IqCVMBm8l1S3R25NwzoAIyZgfZs9qpuhd01GYph5WtJWLQCpVy5cpmfnzx5km/bx4+z7s450w7m7Cf7dmH6KYicZrw5+ffff2nVqlWh+nwmqDaEAf9+l++kJnJaY2KljLeC5tgqT2hBnNFE+ubyh+C2EdUI1pFzypsEoAYOWPFgIPcr/AHz3mPyR6rbjxuXGJQazvLLAeCWpasd+v18Hn6vZmCwZRd2mimYFWkM/2ou975yULMFCfJk/qShlJ30mOu4mFsUnbTnD5AO652x5TFlCVv5Pt7sx106UaSQYQLDElJ9DFWUmwzpF4lchBg6fWbD0nF+JBXxHPUbtoafl+iuGxkfyxT3QMJ+ex/InQXqIXaErX0fK9IyX5wERUPMOUo3nhyhuhSjX5LQMNijqEul9ThPW2mvUW02h7SF72IHkI4VdqQwvMYaZM3UYLg7fBc/gPdmRnE8SC07DqRId/Bru5nTsVluX0t7giNqEOMInplX5WcK/14grVNA2og+UWWSgE0VnPH1ByniAs9MLsBTc5FOHYOIS1ha9J2IWvA3Et73r3O/QuHvLMOVTQyTxhEeVLTx2z46wAkph0+6dI6M4xQP7PZSzXZyxm+6CmyvUhE71EgwLxRNhBKPRStQHByyVnsLMm198CBraS6nyWzOfvKbzOTXT0EU5OtcupgKbhJcWkpWYrju0KSF7uYnUlFNtcZCE0ftupGqAiLfOCBvA6v7q5/doBK7iyN8gdSufZ7LTfqoG+WgFjHcogrhVz+E2+XgVB9aNcq6rViRhisJtKr9Jwe8JoKfdqpeXVTmZqZViyBvsr8wVieRYcnL0eiyjI4jMNYT8Icn2GrV2fKED1mEU9QjFpDNeiESgj1CWOrsxz955DNMwpnjNOW9gBP02ULmRNmU+AK+3eDkFo0lQgnEgXuMfhBGUvmqLCOgyP08xE79rYq6SFWZPH/r7NiTwujHCyh/Xdv9jE25s3B0B1p0g2vuqlBJGTbDObAmnV6so0aC5gz8vpCyCzIRcw7L5V1+pFHyZRY4ZbmwebOfNxJ0BxL527UuP9GfXqyneYLm6joO2Wcs+bIWhvTQLJX+A2uK/Q3yR4mH9xKi2OXahj95CcprUqJ7A8vg/dM/8l5AFGR7YToHXNwDk8/OyQyebqxUvc8qXQHveGjBWkyT66cGRA5hzLshXECQOgABAABJREFU3FusXeMEjF4LS3v5gRRJhn3Ku/zA+TNN+KuhxtpHB9GA7x4A3SnVTYMMp1AnH9dkE4x3l7yPSNHwAPrHAkdhxsii93NJ8/dc+cQMG/VC4cZFvb6ZG+D/G9BEu3zaxy3J5RxWToajPXCPmAbkfbbbAb5LgR7gDfR3jkBjgm+h2MDosbDgK4P2atEKlOyTg4KCpWVficnpF5yznypVqhTYjyRJz9TkpNDESfi1WEqk5AsZcUnebEHgus90Ng+J+Vy9aUY6Evhu7jYFBVENbPRZ0bJ7FZF3+DHXeEfxhJq74adOzH9bYnQYTBmhHeuiA7/R4eBvphP0GcOLQyyrbLoJYg1gx5F2/EH7XHWVuE2q9P/snXlcVFX/x98nQMT9wQUDSVwwNUlcEksMUnPLJTXX8BFTUxOX1EcyNK4r4qPmQmkuhY+U+26aSwaFKa6YJCaugebKzwVFBTy/P+4wzMAMzLCr8369eDFz77nnnrvMved8z/f7+T7KEp+sLAeH5fC2/J2/6W207ou4MHnZRDVbSoXCD+Xx7giTf5zItIBnN7WyM/EcKgPedW9iG5u9x0BxwJGrnC/51KSOT5PBMHmZYS0dXUrwBCenxCIxwj1vWPocxZe6XS6zdju4yVP8gjcAnSL2o3gbLq/0vQA/QOPxsShzzd+fsh94JbetNZ8pier+lB8O8ntfVevLDVh9qCsDbv8PKgXjLxXsMr1xVgLUKbx2vmh4+IKot4fCS5TcArlIoPhklT19HRCzJXRX0A3uuSDWI9iKHNeVTbm41wuNc5LptV/i0DOcWrl7eRCeEkJgAQKZ8yZFShtA9JBwR8m0JvN3cE0+ST/hnqMksgMg/pLgkF6yuGcQKkt8PWcTprjMo1gbUOrXz9CMOHPmTLZlddfXq6evppS5Hnd39xzrcXZ2tqQTNIgCIfBmk/1U4hb85ArnFADK+N40aghp5hXB4RCFBh8eyVXGmcJOHWxofx5E0U1eZUhcW6OyR89yiuPiQiOi6T57FzwysPIM5DFxgdmkGcioMu1iECwxPCuptAJGQxiNTKu/AJ7CLYB3vwNWg2JEWTduJ0ybGsRDEzJGFDdSAPt2j+jrupVlgPUZmBQ4F6qAsg4u9sqdk3LispIoLR4RPlATnmyEekDvELRCcmd6Vs+x7mkxQbDcePivPTDqC7QzRYk9jXstdGE7b0yNUb88hr3PkPGkOHc6LH2O4sdgllN96k3itquG894DD9KqxkF1ZXbphFfDtLpB3J5fGK3MR/xh0pm5RMaBK9Dyxy0wBlQFlmd01FnMURxh6JX5ehpnDlxnSsn0zIyF3K8zEM0ecAfal98OwoC/wiGFjR4duZ3DwzUyDsJlF3qynptiFfk7bRNAsByL/5+LoIFiuEgbwR8ylB3degJ/5uO+C4NkRHVJwzuHQOwFv3f5Va6iDmdZIc8yyO0HiFHMrvXsZnfmyeGME18BU7Ip2YsJcj2vajJnfhSw2qihQ/kO+vmuAKAHtUAYk4CtRw+ZQkd2qnVuNm48UXyh33dqnccoC8Ki3lec+zLUqFEDR0dHrl69SkRE5igsfX79VRXGdHJywsXFRW+dp6en9nNERAR9+vQxWMe1a9c4e/YsAC1a5CBq+kKhE5ftB5NGZKT7ndTuc2iXcw1t2U3bETmnEy7OuHGKKmIXwWh+OMX61/PsUp/TLPQv5pnh/TGulfEFTPbK2XMgnTTrlyjL03xNbexhCwt8P2Z0g6VGUxN9DxCYTzvMA/aoGWx0uUfOgo3KHrTHdgXYNxWUGRA0YgwTW8xX9ZxNwI6H3KcsqVixiFFU8b3Oh8NWEp6N6GFtYOWIXpyjVrZ126J6xViRBsNAyaZN9kDElGbso3WOdb4RE4NSDK5dbijOj01Ln6N4kP67Aai++qbevW6qYOJKKBbPN3NR4oGp6mdPR6ATwGLAgVJcKvYz3s8kvrBUVERfstWbL4eiCpEWA+ytb5AkvgID2n8HPdz5SZzkjxzq2AcgDnMjvDqCVeRrauP2NriJEM7KLdRhkOEylxTWCSiYtM/mYEhrKpXse2Ap4K7oSPUeYKMAH+lMHTENfvoB2puw61TVs/kcaj9nXndowWJo/7WaVcAYZeozUija6HXFQBEb1H7EFN8JrBZ/a5b+baBkOi5seK85ys6c67z2XXmdOuHZM4DlP8W5L4MQgq5du7J48WLOnDnDoUOHaN68eZZyhw4d0s7idO3aFSH0rfR16tShXr16xMbGsm7dOubOnUupUlnjAENDQ7Wfu3Xrlr8H88xSG476YO+uBk24W+0o4vYUHX/xKm7yFD6a7D9bs0lpa8GCqfxg248ecidOvRJzJWD6LFMbmCMPcnKK/nNd/lug1DS/vsgAmLh8PhtN9Chd+xiGO62E+TC550QCN8+G0bAsHzJGfMAGGtaL02afMLVN2dGUY3Rtvoe47HIKWsg1lj5H0ePIVYZ3WQkaB6tjxd07vAAJvQpyikCrTV2z6IeeLw7HEbelJo6mgFIVFxGnvUEu6U9ZnxsklTEjbd1zgT1sGIX9+/qB4Il1nbTe9OYQJoYQpgyB9iYqmfy0l6bjJaH/7c09sY4qsgfNJ26AWXvN3ndmAkaAcJWaGSklz/UBBLiC+K/kE9f8q/N5oVgbUADGjBnD0qVLSUtLY+TIkfz66696SvXJycmMHDkSAGtra8aMGWOwnvHjxzNo0CASExOZMGECISEheuvPnz9PUJCaBq527dqWzgygJvBrQ6cm63HnRFE3psh5iB3/o39RN+O5woEbOHKVS7jwf1Qo6ubo4QZ4W0GkjnhsJW7jwiW4nc2GF6Gp1zFAvWfO8iqpBsKA0vkbZ5YwlGktgrRCgHnl3mNwJ5pcqZMVEr2A+q2g/5vN4ZCit2584DTm1JgMQEoizLtr2jzZPmCfGQOuK6gCvspOoCewUzMDnA0eQBNnOG4k/bg1adTnNA3PxDHjjGleRW6AJ3DC4MyYyqucpSW/sizKIhJZkFj6HEVHbc7jzgnCt2cfQveicAmeWU+z4oo34O0MG+NzktW7BxuUwmiSDgOgTQ04n7GkBfBuDZgSU9noVr/SEqWG4TTG4Rez/pbWAQyDwUOXMz9vDc7gGnRoC8s0+kTFk3pAYxr2OERntumtme47EyZ10Hy7BxzGtLe3YqZd4QDMOUDgf6fgyzqmMhlm5VTBSPCDe7MMry0HfGoPN0PKgDA1TfWH0NwVbhheawOMtAWCgff3YrJL7wtEgRpQIiMjOXcuwyXu1q2MjCPnzp3Tm30B8PX1zVJHnTp1+M9//sOsWbM4evQoLVq0wN/fn1q1anH+/HmCg4M5cUId3P/nP//B1dXVYFsGDBjAt99+y4EDB/jqq6+4du0aQ4YM4V//+heHDx9m2rRp3Lt3j5deeomFCxdibV3sbUsFjA2Ed6GX10p1wGjBQgHgt38Fe1vDJ0kwo7TpYS+FQY9DsNKjF5dw0S4bfXQpu96AhdlsFzoQHAaqsSVdnSHk70FGM6gUFN8D9cRhQgt1r+YRJJcSJrqDgQTQc4Unc7mrfhlcjrPLRbpUdZFSDmh/G76172s0ZXAtztOu5A7WPjY9JKvHz7CyVS/ijcic/Ys7+LhtZGOMxXiSHZY+x7OLNWkM6LeObasLVS/ewguGkM0Q4hdkZGlOeeZcvvCwIUa2oZK4oOfv4iKrIcSf0Hyt0S39RQ/8jSjzHZPNQZiUuDtvRC9EcE2j0VJYgrtmMr83PUaHGRzTDAoI4U5ABQCO0pTL4h7F40nkhDxViYtuxrMlDraFl5pJEH9gatahn+UAXhMHjfZl6wLlv5LQPY5nN09jwSKklAUWUunr68vKlaZL+RlrytOnTxkyZAjffvut0W0HDRrE0qVLeemll4yWuXXrFh07duTIkSMG19va2hISEsLgwblPh5kdCQkJOmr9n6J2x4sTblCph9asVvOfP+lXxMOWGlyi9+O1/G77lsFMKBaeLUqRzEC+o8IDdXBcchgoYaAEw6MRapmSO2FeL9Ns6PmJG9CjKaQ7i8Qdqqb1OHLkKh+m/UC5ESko35hepzfgfQEe6dhP0qxf4gfbflnS3k5bEIQyJg8H8IygVAE2gTgnwVcxYYuR3E19mXKjU1AKyNtYaQCPDkHJ5qDEGC9XDnhfVuU7Bhpc34e1vBZzgbVuWdMSG6ID4OEBIYcG8Z+7s/l3+VVZUp+/x06aXz3JH075nZCxaHgCBGk+x8fH52vmGUufQx/dPseo+BGUq1a8+hzp73erVDWtt5UTzLhbtG0aANQIR9W5soTKPfO4AL7foSryAlVaXOamWIX8exKLX4HhS2Dl0F74ijYUvnn6Q1jjCiUBa5DHhNbjqDPQZDe4tT1MjPgx13uoLvtwaX89/mid9f1xV85kvsiHeNVijzdU9cYm5h7+FY24cegQS302vuEDRx8CswumSUsUZAOBOCNhsJJNQRdk8EAUf/2lSgtU7xDgSgt7qonfMMnQYa3ABnjiLbDxhGUGJmWUnsBcEK8byt7zLGJP/OLROA9Xv+VXv+OZmPJ46aWXWLFiBT169GDp0qUcOXKEW7duUalSJd544w2GDh1Khw4dcqynUqVK/P777yxbtowffviB2NhYHjx4gKOjI61bt2b06NG89tprhXBExZQKPRhzM4gSusKHRcwHaRsIKfkU/5BIfh1hMaA86zgTz2VxlxWa7+kz9Io/2Oi8IIpC37uHKwQdGcMTTWiGbtjNO4TzvXVKlrSCOREOHMik5VGWp3SVu1lOwQyaijtx16tRR/iB0VxWmVlEeetpEO7P9K9EgdwbSgzYlMnbfWfLE15rdIEZ0abX4zEBpgRPQHkzGA6tJVq60xZ9se3mQ04yY3nR/CZeVCx9jsLhg7QNfFPyqTY8rzjc4zV+BOH9NRPlP5QQ04q6ORbySHdbEEMkpGpGm6zSrvMCxCwJw4IpEt++Wa5810do+xWKzqomX4BotxWjKvAmcllsRLAGOb8Pm8bkqapnlzbeTNg7xeQxTR3OMuHIFGaf/0IVaisIhs1AMAvT+0H6fBo5k/lC13hvmpdI25SttBPvY3MWlp3yoY0Iy5KxsM66aOLET1g0T7KnQA0ooaGhWVxm80LHjh3p2LFjnuqwtrZm+PDhDB8+PJ9aVdgEMFwuoiK3SMOaoHenwj4lj3W2oauMx43Pcy5aSDhwA7/NK2BVvmmEWyhipsUFQRiEYrijXBSdZ6Ub0Br1SdgCnlBCz3BSlvtM2BMCq2FrLveR+bjuA9X732Rac808fPpTeG4ud/CMMNYWlj8aTp3dX2Pei7k2DPPBz6uAZoI0mHL/JQM1+19jmqfm2ulmt0yFY9EmRk07QtCVMbgwlMuT68KhBOA6h3v25nADL7XQ4EdMdJoJqcVjYPksYOlz5D+ncGNrcF9tWvkGgUd4n815qvMfHFnxjR+XhtagAR8Xi/u7DRAvu1Li9v+ARQbT11t4drABxjx6iQ9tw0BEkrknKe5JfOQyEKezrCvIVtncGqn1ghhBBVZ+pr/3ekB56YUzy2DqLvL+9E8BrlBl9GWGjl6it2b+xIk834NkDxjfAfxSsCINKxPTUTvzN8PXr6Riz1v4U5WCeQOnmFhvIi9POM/gCcv1ls7/j7nXTmGMDGIoo6m7BCJdG/N/VKDGz6Cku8uuUr3unmCLZeSVM8+EB4qFdOzA14bWYhynUCMNasreXBB25P5mtwM82VxRIGrClCMTshW8zG+sdSzCuvt15Cp7u1tki5510q9vCZ5AL1Cii7Y9utgAD1a/xBzb8Vnu+fR2O3CDP9qZHzqhm5Y38ysyBTVsiTAzK32GsQPKDYZxoj3mvfRtgMb4LF7GwkR/phRI60wnP66dDcAE+Fw0BNbor9ygwAYAO4jxx3b9i+BebaE4koY1aVgRTSP4bDGadCTENFXo+N5OswYkmeuMxxmGRRFWaQhz+bhQu+p2ZDyfk8l4Pns6gxA/kOGyLzJvauEZwQaoApTZkAY+CvBX1kINFM1jvDD1Hex4ElOeYG/13luSZa0qGutcORxuKWbUa0NGat4Uso4H7nFTfMv0LMLn5uzjWcMG8GL4f+dRkVs5lk7HmjRqcIm9vWBCbAj+TC+4JprEPa6J/+Xx2tnBZ9BEfE7dL2DylAy9wcmtJpLWSn0uB7dQKNcIi/HYRCwGlGcGDw7KiTSf+pmewNT57g3ggiZWLUkxs85yzJXnGHtAkNIATpd3LVTjSX1O07fLVvhHs+BHmFyleAmJWsg9H7CBhs3jIA1IhY3RRd0ifVIAUfEpgR1ns3JdL85RC4BpN4LgPU2hJEMSp9mjjIYHwaprZemjT1nm+WILfzYGZshwPhvphXnpIO1gvj+eo/eyqv/H3HsOUjy7AL5HwL+pAmOMqPxUUJCHBaz/DN6A8KOF2EALFjTcpiJLu42GLQAbM1Z0SmB27UBaxe3gLX43q840rJj9n0BIgOQkQcmA3Dqw544JpaH0n0/gkGpCkc1yly7dQvFmZKoN5dc8AZ/ilgP7HiJEUibpJrFlqrA801obORznBV/DmI0GtzbGm/JNft/fGoAjrRrQTMwGXmQBHwdYM5xqveMoy32Tt7LlCZNmzoXHIM49hTGCZ9/I1IZY6UPdo5/xQHmJ/bYeWUr8zltEuLZndoNAdU7HYjs2CYsB5ZmgA7h40PyNjiiZOtPKZmi8GRgDzE//YdwGzpE9TsDrjN0zjofdYVNSD/6iTj632zivEE9TjhG2HRJR9b06xACt1PVpWNHYClLTHVQKN4lJsaQs93HkH25Qpdil/E3nFeIpwRMu4cKrD+KYEWWe86MbalREIWjGAzD7ATReD+6cyIiPXUWW35lZeMBmWzUlacsWv2LDzbw3tBhgg3p9kjHv+pQDDs/wgpA4zPOUs6Hy6L/xZxbbwuB4DvuoByRgnrHKDngddW79khnb5RYHYEHTj9XYar40XKgpXK8DuwqpTYWJExTTJ5eFdNKw5iovc5ZXYYuhrA7L4ZwTtlTkVc4CcJ8yRrNSpVOJ2+pg5hrwCB6Uh1mFKLPWCyg1AXD5A/UJ1oUI2Qw1XSnIB4B3KQgfC0B9hlDcht+FTW2giy2EP87++VuUdAfsUTPPOQCdreBDq+81nic5YQP0Q30vFZInygaFpA3DqTYaxuq4oFhbQ+mNX8MYxewq+/M/7mkiDd8IjgHK5ktTi5buoM2AeAnz/IDtsP/gCi35zSwtRyvSVLeg8sDUK5DFxKWLk6aNxzHPV94B9WkUS+FkK3Kibq/LcAMWho/iodZTKYMnlFCHjOciYUsxzaCUa1oA78L10fles3H5eAvFhj1yPE/vCRYbGdRdB1Z9+QEdZDIdZDIs98m5Ur8hdJJ/E9J2EFuTunJeM/teGJQimSGtw7gkErgMjHKHJ7ItIa0Gacucpj57UruSLDuQLDsQ0nOQ0fpeFEY8/hoXsZGxB8z1iSgcbHnCkC5hDHBYhzPxZm9fG2gu7el1u3DzU50Cbog4XMRGXMRGwsbnrb61/dDWdVbcfG68T9yAOrI6vc9i4BVsnAPA3WkCGV4HNTle/jPWEdJkK4aYGePzIWAr38T3hwJpVhbqAmPe+QZqb8donql9sE364LvK8OpnmSEz4E68d1E3w0IOrOw7nIPiJVQzniEc2Lmgh/Y5Nzwg58xHo1cvpY5YzYPNgie/CFYWovHEBXjtkEQEPgD2QZgPskZ5pDisLfNlIjw5IZDO5ZHO5aklLKk7fX6G8o8l1WS9om6KQRyAhpee4Own6YWabaeSkOwQL5tYQ3vkkprI2NfIGKwXBt8jFjyh/GOp/Sv9QMIH5nmepPOJGKutR4x5wLMf/F6Of+Tb2t/i3dSmqGYyU7lEovUfrK78EXcKymQ/ZgiybiX6SjP7uk2HI1tVYqk0I51jnjjDyHXBrAzvZdB4AjCFQGQDwSIZWkhtKjwGyHNIR8EmJf/rtnigFGsUmAXvLp+Ckph9yfqcpgmqheW3Pi1JGqZkv4GvOut+nSpcLwr3jkbwbjy8CzAMjtJEb3UqVpymfuG3q5jwNr/hlikHfekDT/F0BV4pnDZU4jbvsxlbTVYmgMeUYDtdtPdMbc7TTpM1pASPub0TDqTBR1dXGxSPdwJ1kGvoGOxhGR2pY3+Wse6HOR1t2pyQHeA/FGiuWbAelJ0mHyYp5G93I5bC86DJDQ7AcEegtPo9PE7NFgRqF2WUzrqoOHUINRxw6Ajf8hYVXW8DSSbvLwWY91ijHaKnDpMT1nzABjqd2Z+z5Eg5iKYRnfruRwmFjRfJ9OuBQHsQ6UK9d2HbGNWE4fE4Cs6Y0axconRDTTtY5yEZ87neYO2tfiwJDFb/vAmHuIJvU6FzEdyJLupWWDBCNI347XFLjTRPeDYlbSAmY/7UcxOMmPF19pWvVsvve5AfLTWPFMDL4yciZrUH/Jn04efM8NH3jryHJoVyEadRLioUD2CY/rL9rd6EWdD4RizbCqENHkCH+ageAOk8gHC/jLtxMFDtO82X8vCJrw2EX6fG3zDPeTgMDEbf07EcMNbwaKcNqnj7JiDUFz4DrikmtNQGGAnWmqme1IuQJZdJdtwjf4PXNlG8k9y7wfgeUEnz9TPICI2pDWN8oKpO8TJQdcw4FI1tQtmUGxHXKLjVwqwtnlAC9kBi3ZIgcpj6qg0Lz8Cyx0NYPT0NJsWh+kHp4p3xfk8FWKy6yX4Pu2lHzpECeWUw1K5GPHeowB0AXucULfkNgDtUYAArOYUb706NZB+tMagX9AzzG2/DFKg9JP/rthhQijFt5VbeF++b/ZgdWXoRT1IyCw7pU5Qpih9ix/Q542CO+t0iWJSVd8dHEpwpK4t/Rwg6m5Fmt6DxIIpD4qZeGIED8I78hTX0BmDA1XXMc8roiKZ3W2Kd1PdF5tdeb1sQ/5WQZMiLxg0vmURLfuW3Ey2ZtHNuhhZJNrgAwkbCQLXOl679m8lVy5h2kC8gbYCVV3qpQo7AJP+5hGt0Ez2A9Vc68RevquvmzmXfeCjz6CWm237K40K691Ts+PqbjwkeZnrgzxTXCZS48ISJnvM5lckqtu+2J21FP8239siONVF2gl3Jp2ZKYZqPDSACJdRZTIZIJdDHm3GrVZE6R64yrMxils9Xu8IF3aaiYMZyEMvvFHUzLBhhx8qe4Jt5AJozyhmwE9lbHoryfr4CdBcdNG8tSP7MqP/XC4v3oV1EiExBS28OZ+lnguDPCqcNHXqCGHMS/SkNN+S4loRr+kPV/gbxylIy7qgZQArila9R79vMV7YereQOGhkw3LpwidMCNsfB13sEzrIVnUVLE1palmryOr1ZCMDcqEkZEzgWslK7B/FzBNs1X7fILexJ19mw9uHp/wRLMk0SF6Y2Ujp3qIB4Q0LSQox73+kTUvIp3yEY+JOE9plW6rzfr+LIatEers1AtP4auJGvbTdITDXGvTZdTeKgoeeeHQS3Uz935i6Hm3rB0XkIviZDkPL54YLYgWAD8Qs+gHyO4rEYUIolgfSQ37PhwPu5ki+yIhW7Yt79LtyB2LNDO3bjufo48rusXdiEnTBx9Xz+7FtTa8D4B0dWrPVT48qBaqPj6M8qgv6aCtEwqHcIL3NVW0ca1gRdngyRNvh8uAwXTZT3FroRs+ANGo+O5G1+Y/7PE9nSuhuTaKbXjuvAa2MuMM1Dk8Z1veGOaOa22wABF2BkjWAQUaRndMhMxPDhRNRV30Ieo6OASIPllM6wbJsaqnaZChrRK7XOp3dKG9wGoDPQZArqky8VogJNfU0+P1ijGjHf4ndarT6ol1HmEtB7wQ6oskNdoPEyLT3sKZP6z2VBq49zvd+U9TBG/sktnLTL7lCBHaIVsChTIxWYBERkZOjoDryew7VL1Tz9DL3Z1GdO+n13hXS7bUFlAOkAeKS31xomhUGW+74k2PGQgAdBlAyDbQ9UTajnlQBnSPCBgKCibokFXaJpxI5vemomhXP3iyjuSS+f599VXkh/l0YMNJAhzQdS5QD8x69E0RgwXADf0WTo0i0AJYexoNICaA5r52Z4Z460gopTISFA9TQd6wOXV1UGEUfm5+Rbc35m4BzV7aTE7a8wLEZuoE9RW4HB4Mxi7HiYZfUTSlB/HdTXePt1Zhjwp5GjGAx+1dSPJcGd9Rl1ljR25EAZhb73v8WKNNKwYrXNR5CqZLPBc4i1enWGe8GycB/2/KcrcEJdl/oHY2/PpD6n9TapAtThLE90wuzMJ4rFM8aC7nxaGegxKIx6mfY3gq+puucu8+tOhKOap0UFhb7/p167J5Rgnc2ALNcuGY3umqF7wBrtPVKKh6g94RSM9X/zjkIvuVJrMHFgetb7/pHaZiUSJreYCOI6ai/+OTUpf+bPx0ELoGH+V20xoBQrNO7tkwTtRP9nXvvZgvl4xhxH6Wd43XKAfqBYXyCtp/rTjccZ+uwlfcYm4ZZC2jQr8ARu7SK+tzNVNJZubcrJ9jZwZi3nP6yl1SqJWfsGjFE43kChUetoaHOdGM83cEA/HCUZUBaYf1x2gDgsoaaCcZPFdViiaL8Fjp7Ce7TO4sViA1zYVpWPha5uj5Kx1loabUcTD5jyhZqq25o0AjfPZle0OUfy7JOKmqqv1cWDWe61WEAZk3UbJRRahIKzufG+Osy4C+XF53re2W7Ajg8kbEgP7dFc7eUQPGAkOrYWXm8Bk79Qs3RZk0bg+tnsijG3FTaZ/hccHg1g+hfjeEwJ0rCGGsbLluyvCoI/9wTDf1uOgKCvirolLzRpmbp+UXjAsHmY3om2dB2fF65ss9e8S5WsK48qfCJcsJV9Ye5qQBXrXj2/qzbEelrFoCyhP1lYB8scffCeG6btT1T0g8mfT2RabBD2YXBoVUOGsYSs8ZTXOSiuc5BaqM9tUzO52fBS5AM+dzDuy/B/VGByz4zMjzvW9sSoAcW7GhMXfaGXujvz78gga6ChGEQyajDR6rCPwASZwucDjcEgVfNpKwbutU3MF4BBHcZvkI7GJ8Ry5gBMyhyg7cAfg96ijkYAO52qgXcJmwqMB1UNwQY2wGtiECmo127d8gFqDJkZpN8jhZLhdAm0EL5aY3HgbfjCPlNmU2v1WljVTuKp+C/m55l8lrDh6yBfrouVZuV/NBXLW7BYYIOPrMKqeM3s7s5JBJu4pTIC5FRYQrMCa52F4kcaVsyeEqgGlUcCG96F+QpMv8jsNYFwaxcQx57Ko9jj15UJgVP0XvxwhYNle3Owmibt0Znb6v82D1nh4geEQmRt3gmXhHt58EumWYAWwLsnUPVGZhbMMR4s24qD0RIZLrSDeqUGlD11g0ndKpO1wxfAefkKNQMmWYyPmVCGAuPgWB01lnyIZxgpZhofYoFRb+yCq/k323wZkF2Ftk+82rkr/f7cwtnXnHFtncDGq2oa5C5HIK5ptTztq1Oj/ci/96tfbk8ivFGeqssjH8JRV35o8j59220l0oBe0PNEQHmwOQ17HT3VGHALRU7QgqlqxgnQjFlN+1U3lm04FtOSKLeCapmF4ogNEBACeIFHr63QZSuTfSYSMbQZSudMXgKbYYaffgjvLSpRUZZEufoIgCOODQA4ucqVAQvi+IqmNOUoJ8+NgM8EbFAytWAC52UtRrOQHcKYl0jeaNV7B/sbKNAAMvoXHSDSA9cWJ7OUP009tr7TF8KNT9q8qNSTXTiU1pzyFZ7Aub003CfBD8xLC7wJsVDCIci/oJ5E4mwaElRb3yUhyHequp/mccBwYqUHdafmsS8Z9gdBR6eqn5MAQvNSW554h3BadTlI3LZqTIqO19eceR7poyDnCvAsuETUFgNKkdGJjDvYjlU7a6KYoPdgRyat8NEGLIwWig2VuK1x3YPH2OoJ9uqu02JKWGRF1KxJCkA4zVoIDpf0gvk2wEp9XapbCigK5wNrYUeyqjeTBHAPkhQD4pmzdXKnXgLvfXgnRPBnJvXu+g1gh3srOlXcz4cz9TtKycBPZCxzQ9XWGHfNhGPTJUkBd7gpy2AzJok2AJ9DUpmDqAdZD9UVUmNvd7EhSVwz+LC0AaoD6Zk2/8UdKnIbikDQsDAph8aJoxesd+1EK6sdbE8DxUzVXBfUl8WMo4bTUtuQEf57iYzo9CtkP6d9Dwjtn5HVp+/QrZxe8jmucxNYq7F1dCgN3zbty8XssiQ8AGfieUIJVd/JwHVVoik0AWZd7lCB21TSuBFrslm4uDK/yVD6hm5Fec6NJwA27jDZMf099Zy6Chdz4nmF0vwL0OiOKcAdxYQt7VGVk1R+feyGYjGeFFtakOG4l4h+olQPNO9BHdL1rrLjDhVoDFwYUZVjNKXp+h3UeATWPmnsozX7HFvrlR844jsa+13jHup7I6W0Gjb6JZ+SOdv1Bj5ggybBystcZVKtAKZ/NhM2ZMr807QUNRtdI+TECHawGH1VnRT0Oz4OgBOlymQN28mOt/gdj9cOE9RcM5imNuDB8BbzcCaeStzi/6jAfU2a4Bs4QPhaDMvG2wFtsGmuPu9y3Q965nABmrGYgZRzTIGmQPgBaGOuVL83UBY+yE6TqTZQEf27+jDoKfdlJgVSI+FMpqw+nx1HvYfawPuuWInL2Q+8r0Fv4DbqlZ5k8LpugjOFL+5rj/oMEA/gFXvVa7g+p0nYDpt5H9yVQm9ToeMHM5wM91fzC4sBpYiId29NNduM79tMMJ4A+AIXZUPtAzzEhJefhaJjtP9STms0I+u3haDdY7SpxEbPXsppf/3ypuhxfN5qMhvF66iud/c4LNoAezH+qFjMRtGCjJ/7MvMOotohXquaaYZlGMh6AiKgTjWp35fxg7OThFaP3Fa2wvnln2FM7nX8GwPNtSJdM6B2AJ5xe4ls1BuilRy3bwE4yWqspgmpWDF252JOv/d8Oy8CjG0Fe3/2BP9IXm29w6w8AenYAL5H4ELTqlQU14gyUKY90DREwjXYOK0j9twHoLdnZLbGGnvA9zrsreIJQBgOAHw7ri/O49QX/15KaQVvjbE4HlqIdbm9wwuUkI0T4IPTEA6eXmqnbTC9aS/WkbuklRYsmM9m56boTzua+PRrPgpZQ8AF9Wt4dnoPFoqcOXILe17uqn7ZB981ENrh5Ea5iBUv++lvIG6TRYMqE+N+/ppd8jRbqM9DSmEnH3KIskbDErbQjfryNPaaZAVfm5lRcVCTEP6S+n3bc1xAuEmYCJ5yr96602n1SbS2Q5t7zWc4nqv24kZecsE7waXedKi+iQrcYeKN+Zx2gPoXYHINUyYtJyBnvMTD6qpsuLYfNL4w8hkVIUd9kSMErdnO/qedIDw0F5WUI1b6UnfuZcT4Wxi+P2tTJqkdU0oHMrbdYm32LDFFQnslm7rrIS+0hL76SyseSCDR+j53U1tRrl5KziEf0zdStZLM6Fb3KT5qeqNGwN4QT+gXSYvVqshd1e9AuEsQ5maMsmAMiwGliJgXrc4Om4oNauidgy+spKXWgGKheFKf06rq++aMVLwD9sC/+V/GtVtvWprezFzCBf2UdduNlEznOnlLcRcO18L1F/kpsBWCqoyBBEV/3aSRuIajnVl3ZomJqQGNYwcajxtNPe1hGUN458R+rg3ULFNSSHQxvH0y4Pj4KpVsNQUu5u7cPys4AIPLA01VzwxKQr3ycOCuafP/nYEmn2u+WIOsCY4PrmEo6kfxAL4A3pPADYZNW0IjTtCMKN51NCwCnI4NcLKKKydwpx27ScOKv6jDRVy4iAtt+JkK3OEUblk7611gbBwsf5z3O7xAeAV+oJ/Gy6s+lb3+ph27acdu3oiIwfxcJxYs5IUdmNfrKAeeY6n+2xnCRMEn3LSQN8baQjl/EHO7Zrxv+yj4LgH+Vr+KjX65exefgQOt39J+jcIj2+L/RwUO8Fa2ZbLjZa7qid8DlOU+uy7VBKAlv+mFJDtYXWdjJR+41V1d4APe/JLr/avY0LD6MZqoghicrOJKw8/jCKvRg1X8G4DLx+piPCzjPrSAUu7AAU061Tz2g4o3jaFPF9o22Qqt1etFG2CNPdl7hKTTGXybqJ4/Z6DuV+NImQaqh0lmekGF+niXXs9b/A6xEBWvTkCWbJ7Io2z3Yw0LYG0U9B4NHADlKHxr9RHvj9kNjIYWYB2XU3tPwa1TJhxXIXIJRtUAXNUMU0SqHmijfOGQb0NNpsqCErB98bAYUJ4RqgN/ywZ8SxutB4OF4kvfbVtZ2BW9GeaVgL1IJD3k5NmefZ6B6LoKHQ1yHZYgvFehFeqcmf+Wefv5V9gjLhNELe2vITlU1fcwRBQQV/Ipo1pF8vvPue/YPSv0soJVd/ryUdRq9ojL1A2H0Ck+fFgyjHmPc96+SSQIz62gkb6THh1Z+l7WTBY2gFj7BFzWAqoYzk1Rlj2DR9FsmSFfFcM05RhXRRwd+sZx4Af1+pQiGa96h7l4Bhylm14ITypWBM0YQ6MZJ2gsIoxe9yLFF2LFaRjfGD85m1Ik48hVKokY5mExnlgo7rRA1haEWownzwT7HnWghxiAnshqzAzEMJ13cYFIKRYO7kRT6/45rDVeLbrU4Sx+NzPSw9vqpG3Nt/0fOwsz18LMe0B63OVOjE9JLEJ4r4KjPsxqKp7/5713Fy6sETxcXRMxcw0HZwQxc00/XuskYcfxnLff0oSt7wu6/AjjO06DN7Ipe7Q+fk1mU5YkdtOOX/9uyYTNIezqbnpze3uBWHAX+9T7jLSuxlWxh98QlK8q4ShcQDx7fhpLYPr/jWNS6Fx2iQTWAf0AcVSCWEbWvrqFvGAxoDwDKA2AnhDGq0VuPOnCdt7YH8NPrbzyNMPwvHIKN7Zu7Et4j3eYIgNp1eigqr2gQXcAqrgCHTVf4iB4p2mDqh9iBnFJ/gzA6cf1uVvyAFrX1UIjc8yxqevMp+aDC6yUA2AF0F6hYeAh9lObhZiXmjIRSNgPgXtma1IaPb+cSoOPNq+GVZpzNBeG3A0j0gTjCaCq0Pt0gUeo2h0Hsp5rZTDsXeYJLW3Qv96J8AFM2x/Ew53Z7yYZaDg1DtziYAJ6brVpWEEw1PgHthnwuPv0wXxKrtfLwly8+ApayQqMoCPd92uMiFdVw+mLogLiAvj6knOWDgvFiyUKfYd+y21r0+aOCxLFB/avejPLu9SCSgvg3RGwAGf4oDds+IMMf7xM7+JZCq7+J4kTpUAbZGsCc2B6JY1afFUY7jWPitzKl/abihWpVOCO2etyxRxgiy+beJlSJPPyz3dgEhjWOjGG5twPhobSiw7fB1JwcpbFgHA4JLsy4Pb/gHm8efkI62R3ECZuX0Y9u10CYU7JycQdqabqdQjdiZix0KccDZsc0l7vVKy4T1kWdxvA2/IsU3raG6hcl0T6zV9BZ7bRil/5lo/4DtUvIwXY6N+RE/7unNNptzIBfgr2AlcTj6WoaA6ToubyoO9LNPBVvcR+pL4mNfiLYjxpQzXpwE/UYn0B70lIKS3y0YVEQkICzs5qLP+nmO5Mq/wNk52Lh1DstM1BKN2LV5uKA+mpyr5JG0qidRjpphB5fQqKg+FtlBMw2V09h++xk1PipNmPOKUGiIt3eZZnlkzDhYayLssYQrSIeWFeBUWF0gKmROqke3abjZIpfqeSHMRIYTgzTivZlJais8n7GwD8JAdwNbPCoBFsecIkt7lZ2mSheNEdOCr1BYDvJdxjobOaxjg+Pp5q1fKWXcmCcXT7HOb0Op7ensIUQ57zRUBt2YP+okGxalNxQqkB0y9kpEsPcpsKMYrBspfk15wVN2nrKSHScJmc6UAPGZclDSyQKdPfs40DN+gpVuDgCyJ0JxhU/7KQb+xTmNVGaNM9j1suYbCiX2aMwqQvPzewMUxfORN8FYPrDFJX4dAZYZLu4G0ZTIgwT5C4SFiisGCY4JH0w1+8oA/LCgpn74gs5uF7wJeaz/nV77B4oBQjXADfdcBFCPYH/wbAatjq3LZoG6ZDRLdmKKcOF6s2FQduUIUVQ/xgDWBqJ6IdTGsdpH6+ABG52O+2iyCvlOeKY4bV/TElqPXmP3BIyUWNxZXrnHzZl2aRf7CBl8w2oLgBPX4EIkCZnVPp4sMAoMYRIEDVlFHGARPgrSo/81eaKrIXZ1WbhSL7qF9TST9PVzraGxUILAgigOFdVsI4mOylb5itzXkGjF8HrWByx4lMuxEEfrDXYjyxYCGPeBMqF/M7b7FUCFg+ioRBFRE1i7pdFnLCBfDdBIndSqreeqZsM/IGL117AFWP5WHPx9lYbzhU0llkDQ1/OURnnh+B1DtUoHwSrC7dFUJv56KGD9kuh7GIUewRMRRsPpB8pK7C2Vhn6vwZDw0UvGRzFjCK5ncP8Sha08/8jHzsXw5guxxMp+WicP1zzkTSPCGZg07N+Unop6geDPjIXXzKl8SIZyhN3rCHBCTdIOndyjzX3k7FBIsBpZhgj5ppZGvPttTnNLX9E6A/TG5QvLw89tGafQ1a51zwBeM+ZWF5Aqqga8aL8koVe1qQyHXgPvryTcoNYHXe9nscOO4EugEWdgDRgLu3ZsltCj/EJz9wQs9n8lo4zPemHqozojnhOw7ATx29aO8Wgc3s/O3K2ABVUH2OzGlTOnaa9iWiH9rhBNRoAdObjmPSiLm47IFHU2BI6aUcFA1RJdOq4Se/og6D8ngUKtVQz9Mf5DZPaTnADUczHf8vAcp2UB6Dg5d+Lu9anOPYXGhyFjXkbRUoBe2bmQdsUJ/loP97v45F98RCcaIeVPBmQM13GOC7jqWc5eNBC1gmcvMUKzgcuA6MQdyeUtRNKVY4AFu7teUoTfRXVAD17XGDLG+6EIWnIXnd83U4o2RaZsPJPwNo+poquFqCJ1TgzjPnkZJEWb0EDX6lF/EjHYGfc1GbK53e2M97u/fzErPI316HHepb5jq5C5e2B15HffNe0izTvLnmo+pnyM70wp/wqJasbQ6/Si/2ebXhEi4s9RmtSfOcH9SgU6P9rI3O3dZPsOUOFTA/gmsfVNvHm9HR/JIpzqhaN4iwa0/EmdZMp0TuGlboOAHrSCoDUBY1DfQf5K5XasEULAaUYsKoHyGiYzNOU5/z1KKZjCKMGkXdLAsm4kw8b8qzHNw9HNpn5NeoJm5DH1i0ejB+Z1Ywr17B6x8kA7KngJ7q9z/X1aSBGM0z9yA9Nxg58SX9ZfZwUroyankcyhDTqzoMdBMRRJH/80C9gDRZnbrfXEbJhdaDvzMc+bsBbwyLQflGXdYY8JQl2cFbPKYE33bpS315muU0xZGreMrjeHOaaUP687CMmiYxPziAep7aT4hgcnAujLfeY5ENRa7bFLYHeooVessc6sIFWZWtvJ6LGgufAYBziISqEN7DA1seY0UavjVjUC4WdessWACwYYv8lq7t+rBsDzgEguxWh3sli18waG0RiezZkqg6Rd2SZ4MOv23iKO24Kf4BkwIU8oMUaBDFivROR3sHxu2ajt0zZkCZf3IiuGfOUnId1RhlLssQSVKTREbJa9P0cfFH/lswecpEpotcDPAnjUJeEtRfdYxYcUmzcAByqzOMUVvbWexA9txBeHPVROMmYpi4KQbRXQJ7jVScG5YhHknayq28Ld43u3+2k47EiNdy3yb3KN5pnknJojXIFgLeeVb8OBpTJulNapU+D8BK/k3D/nGIuhImKUXbtOcYiwGliKiK2tG21nheXulozz5Uz46H2LGbdkXWNgvmY8dDWrOPv9q8mslMocCaeqxd3Rv3uicYWf44B+4azxaTXyhxgCYNmxJ6gQwVflOwg2r+6scEU5OtTgDvUvqLIoFUxUh5D2jeAQ7dI2uX3Q2a96BHrTCw1Sx6AGGbwQMoNSUZXoGRmt9OapoqmZddcrZ7UKCK6lYGMgPkRDmgG4CXZoFOFXZAOO9wAncAbVpfgBI8xptf+DerWLjcNLOYN+CWycs7Nk1NcWeQ3L4ZGkDYgtxLCJ8j67adz0AMb3OOWuqCRjAc2EbxkUXzAJpZQUUvwA/ongBlqrG9R2fsUGOn33glBl4gA0p34HUPOPDMzOA97zQFz37qb9saun4zSZtq/gpwfHNRts04K4ECVwN8BrkHdHq8DyvbVG1aYStSacJRHLnKChc/uOQBnkCkBArag0fHWLNPMWvLJ9jyuyYpwVv8TglyVjs/hRvnqa23zJGrNOGYQc+XGzgQhQe1OUc9Tuutu00ldf+HIOPll4zas8j8hg2E5gIObSR7z94rBjx18pFcRdg6QYMhVJ72NwwkU5iuAwwHRZM9OvPvbh2gnAJVtt2UN3wgeGdSkA0H1SSRtb+Ymz4UqKFWalaA3E4Q7oJDmQyNMQoJSRm5BrqxhRDP3yFyL+o0U3FgJHhWVPvZZaBj6ZXU4S8AGobGMSOMgh9oFCtsoEIAhEFip8LZo8WAUkT0qwWbzg3giWaEeN9AlgkLzxc/04Zjd5oyettSwrsWdWuy43XkRwKsQASaJp42UwbgLubrLetwBYTTLAwaYD7rwMlZgm1yHJNFGf11fXpwYY3gL7wQYelpXLyQnUszYztUEQm4Doaw1I8BqMAdBpRZx+wHZh9ovrAOtU3bzdyuGfCnbEWNG/v5U8TwWwG0LR3vH2FBx4/1lo2OXsq+RvrlWmjatJ76BdiavBHUagwV5P8xvN5KlDNF3RqVDvNh9mg//N9cBN23oXY/A4q4VUVHOeBlWYZ59Of/1JgCC0WN8jaHFKEdZswzaj218CwQCySWfMrwpvuJPtKIxzqGyircYPjFeXRjM/YikguyE71EE+OVFTF3qECkaAMI6svTVMl2OkRl68S+MGuZ3rKYukNwj402aEDZTDduioOc/MyHSUH6QqS7accFcQb6wMdSzet2nSpsFd3JnLJvo3yPZmIXzu9L2FJEodGXgtW+WeB1zMuTNQSJgDgQob9B6OECaiBsl22wEvv1ltWXlXERnzBffkodsVRv3e1inC79vDjIIQTN50sYUzwMKBNkCB2Ewr+kK98wLH+zUD2TOCGXCrZ1ymZiMJ+xGFCKCn/VIm5IqLE25xkQs46TDVzZwAdF0DgL+UsikXN787vPW4x3mKOmhQUUR6CVpshFCD5gukaCDRDQADQOClpur4ZFGkN+PaD339DPeQUMvGNGe28zfco4VZgu0Jh4WhtIaEplJ9W1deLO6lpXRw+g/W1oZ78FiIE2CpX3/q239Sz6sW8WTNozl4Xyst668YzkpzUwPDSCyvJ/ADhzHBygNtC7GzAUbqm+sTykFKXmgxIG8yIKP0VsCsY9IVwA327AUVDi1WU2QIA7qrXiwH7YlrULdB3w2bwL726/8CWf5r2RYTDaUe2wyFdglv0YjWtxpjb1hBBqmGTQ9du/gqmZrt1nfEJinmPss+chdjyhRJG+vZyAIZ2B8ur3R4PV5zkxoCoTZfAeO2l+9CT38i1mvPhjjTooshhPig+LBg0iXLHo8DxPXAdV4iwTVqRSkVs8pgRNhsJS2gD/B2MUKn+pvotv/vwKtFlM9r6butjBcn8qD9J/l99c+YpqY4gMB/6AuqPAzzyPghI8hs8EWGPU++QfHFlxzC9D62IJZLx5Vc8Kxqv73UI3Yn5+Q7+CDQCrYAlMbzNTf91PADtgAywdPFpddgfUKfzulLxTjbLlkwDo/s0UlgEzN3/K5we+BM9lFL4vZDLGJ7ba8NK1RjwNKQ3TFc0yOwj1p+GAQxynHv9hNqp0u27AzHHCrvRA2baRGV3zHuo8IO1/HJfqDE31mJssc4P2iTcBGHM5hH/kWoS4y2JzKg2D6Z0MXbtNhkrnG1dQNQwpk0PBAqUFXPKmcvV/AAg+UJ1gYAjx2pTi9TlN35ityC7QS1ZjUocibG5h0kfBdfVJaJS591WwWAwoRcR/O4ygnBEfPG9+YZ4bjP08jg0zCrlhFgqA6zBe4en4AB5Ku4zFP+qnMbY3I42xNXDtVHm+4hO95dOaqxlKADrYgnhFYn4U5zkdrxAjcwLVPPmzmmCd5qvuHjrUAFHxFrBIXbfXHyn0FTHSu2BKO/iE6nrrHmr+lIHwycCMdQpq2M6CTR9rjSdqeTsmD57IO4PDcRIHC92Akh0tgMWbBjA8fiW8oi6zAy6fqEw0jRBij8EH/jlQ04W7PsL27BO92cXcoKxGK1g8AKgg/09vfXqbljPY9DpbZ712xencFySNgZXbemWEFWVD89CTKAMLvk0WLGTHBec9JiYxtvC8EIUHUUs8WLp2NKBw6csqfCfUQazSEwR7MN2AUg5pJVAyRWUoS8D/N4XZlQPhVjJtY7caDaMxRgXuMDHoC8B4KuS/eBWarkX1vcnM6/Q4FUYdzmJFKjGT39AxHmTijgJtjDQk1cC6NgrbKght4Ia2VjEf6TUfwUkKegBvFi6eHK4qaHwbXpoeqFloj0wSUAdE3DUwaLbYRX/RgP5zNrAAkWfFvETrZbik90/rKhzVFWp1mcHL/Bc5/2MYY0altxTj1+55p8y7xLsIrT+UgiZhhA7t2E2wGwhtGmOlMFtYZGxf3ZqjYn+hH63FgFIM+Y23GXtoI3Eeec9TbSF3bOQDYrs11l9YGwb9N4QTuHO8pyfMf8Qkp6mAZnbkPzmlMd5FSIcJhPhMoKE8xCVO4IzqlnAKN4YcOQm6YSgPIOq9jMjisbZQbrfmizWsxjvLHk6OcEVxj8O/hcIrj4dCyfwU+9IhIQpveZlfeIf14kLB7MMA4WkweuBSKK2zsDRsDW7LX9Rh+ImD8BUoy41WUeQkA9U9b1K9yh4WoqbMq/YzMA6U6Jy3r8RtRn+1FNajNWCZwwFgeP+V4AZKODAE5sUZLhvwIIiS4yA8DymD7YFR84HHMM8/70aWL+4GYeOftzblN9MvTwE/G0gKz1j4Aczxn0zKN0XWrCJBaQtMhTCNLoMFCxZyRu/9ns5FCB2ojhmr/Yyqe5EGCa1VN3Xf7yClGzmmMW7WO4LD1gq/EYOydSPhXeH0ejgrP+K2zmTEHSrQwSY8Q7usvcJvu5pgTRoleEJKhax1PxwHwbEKp2/WZ0dET1xYkKvsOzltU4tzRO4bDnOAn5Rc1ZEr9sUxRMbqhUhU5BY/1+xMVAScl+14l31cEMVZqCcRUVvS6uwO9vABZVV/Ct78Php8lBy39gDCpYKICCQvMtPCCw7KLbw5NxrGLzNYRjkEbh6HyZQYx2Qqy4/YRhcAvmMgS0Up8uohpBwBt6a5b1NBoLQAgmG9jkVpIrOIkh6c7NucF8V4UpRYDCjFkL+ow2QP/QwYaVhzX8d/zJYnWnFCC3knDWuSsdOGVMVGNYYtSqZS3sT/15nj51vAhhlQLYA7X1YAIB5nmHMa1Z/QmPPjcfjpOPwEJ33g5BYFv66qZ8YdKjCyabC2pC1PqMJ1JriHcClaXVauJ0z2yj4zygY+4IcWtprZoMztz0/2cVPUpumdI/hTEQfUgfKlAtwjqJJtp0L1l9kDXYNP8Bd1mO3ux4RxIZnDlnPE3sCy+5jnxmoDeoEv6dtX4A7cVZfZaf5mHMiou5oHTGk1gcBhs7EfZni/tjyhBI9JphSleEiCn2o8yY2b7TlgYRiM6gbzJgxnbJfFMNdw2ZLL0WYGyg3lUBNRR4xuRikeUt0/hnOYHkZQDvXa6A4QbPLYpgIhxAZ2KJovNkB1+AAWdnrmcl/lGu3970+W95eFZxPd52IylvCf/KYcGZ3wch2zvt9f9zpFvYE7qOalviNSscKaNAJbzabeftjr68lRmhoMBdelLbtp22M3f1GHBV0+5pPyS1l8FxAJQIK2XD1QPVhDNFd+SQr7RIaP5DYDdS96APYLYOX8f/Ol1wnzToAZOPIPfq1nE1JygiZsI/1tqr4x71OWJMpil+936fdcFqAfrFoPQuCSH1wS1zgim1IRfzPrrU1Wcf8rmDfFUA41oDSdS5AK9UrDdXtNfGl676x9MPvx5+canVl2Ud2TIv1RfBqr22U6b/aaLa8A1YHZbwTC0VAz26fPvBhwEifxkj8RMd5wmU89ZhIjfgR+zNU+zvAqC8UjAL7xGcNSzqKaG031tHIBF0jRmaAZ2TQ4T20qEAbD5Bbq8yJ9fLj0ylCotgDND+QFQL3/yxZatjF9LAaUZ4TbVGRpo9EQrRkyzbdh0ujPs9/IgskkY8f8DhPhp/Qh6R8GSh1njxiM6kKaAvP3EjJfo09R0gabW/dI2TcW+piYueb9Y4QY07c4Y8O4V6cj/KRWSbuPL0zki4KZZTGbAOQmAd6qnbu29KTtp7+pbqI/F25L7gNPxU0+La+Kb/xx17zt3YAud+Bs+ZraZVakUbfmZbPSzgZ4wJ+H1DrKcJ+n4ibbAd+SW/lDE9btPwEuBFelvPU1rVZNOuuHdqLD0GhqV0xgSqZR96SYuUgvuHrbnu8YSIJsyNiok8xrbn53pgNQU5aBiCRGVljMLjPPlzmMXQInh7qym2ZYk0Zr+Zgec+NQjHSedLEDxobDIa+GXMWx4BqZ7/RDHqoJ/v1fqDmgAHf480RNwmiUY1kLxR8nYMgF+LOG+kx7beYFlBdXFznfKQeMPQR/eqjn9yecs5Q5R21qyXrspaLWSJKKFXt/9sSdaCo3iuRdr0imzx9ncpjnHSoQdacxrQ2ITj7Glg5s4q9FakbI73kjx6GY/2D4c1lN1tLSpP3nlmjc2VW2OyRp+mZ9/Km6+gLXRCVgOXvEYPYM7sqEZQWdbQjgEmKJBB/N13+BeTP+HyJP1NGG1QJgDaKUmWlnd4xF/qpxi3gFRIiEM2GU7iS1bWorHdk9+33EXgn7QhGvSnpdWMnrwpfPK84mcAqIeAnL9ffbS5bn5YF3kM0FC4eBdBWcPOKKu/gPufXoGPsDiD0SxG3QeF8XJBvDQI6uwyfz57LYJO8RBw7K+TTvN5CFxcjDNScu4cLqlz+Ca3G8UGbu0LHI04Lb1vBLEezeYkB5RkjDCq6Bdo7/lisAr3IWR67muP1D7DhmwkzFC801UA0nxrxIMqfcPYA2pdkjN0qVacHdqulR5vVQlRJAfaDtI+tQd7vmzwChCruD2sHg62jjVY8qhsN/dThPbc5TC1VTyh7KjIJKBgqmAgnXUXMdm6NZbQMEqG60EUB5ULzAmW9h/mKuSHucFiRCTEVtKkNvPAr04ZaCJuVeLg0B5YDt5TtoUwanM61GkNG0sx6oszLpncv2AD1hDb0BKMt9JnQMocVOWPRY525qAWvpw0TH+djFq8YMXgFvwjlLHX6gH4GvzNa6LcjbqiYSR+FSIpRB1UP5kY5U9LiNtc7soalYAzeoQuXEJGbczTgHBnGFDzFv/kYPL7RC2GW5rwqtusXxoQmb2gHUU0WC3+L3jBVGwo2Kghs4cAo3zZv0QyjjCuPhenPDUebPNa4Z97+FZx8b4FEVuI4DAK9VVEM1x9pCueYmVHAd5p15cXSRckUVNUW9sb7ZQ+zYzPtZlv9KS+Jx5qMHq0HVcecV4qnFeQCeUIITNOJhFpUE1QCzm3ZGm9SEozThKADNr57MeS67acbvPplSnMCdZEplKWbHQ4bxDVakZXnXZkca1hyjCVGPPSDpIeqb4UPwhQ/5gbmekyDSC1gEywMIX+YNBZ6dLRliFI1oeG5wgi4ZwvKg8UU5Ckwyts1YqFoOroWqX6v64vfebBRNytbaoB63uw/syJjEG8xylvlr6t2XDEdh54OOrG0Lp/fAT4GomYnTvXZjYFRnmEc/Na1zW7U7oqwGpW4cWZU3TCABmkyA1X27Qj8l4xwYoDX7mO/yM1zaRl4lQZMBjqIJlS8PjASXisY3qATNL34CV2GUV8ZiN96huHifOIEavJ8Kb/Mb/+Pf7E5rB9fyfr6eNUq+n4jiW3T7txhQnhGqcINB/4TwWJP2uKxm4O0zfiNrjbjf69K5NPyT5MjfBmY5LIAdyQw6EcIvvMMFUZscLRVZOMXdkunBF8nQpzc+q9UYz6u8zH7RBrOExmYtJmZWWWB/jkV1Wb3gIxgTBgQDvsj3BX+EZS1XrzyESh9G3V3AowrHMT3QoDZynYAIECskPNLMBoko4DrVxBpo+i7SVvDHJXXVH8UobjS/6BAOm7w60E3swgY4LDvwEy7a9fcpS8iPg2jDPqqLywaleFsA16UnXI3kljjMkE2HmdJtgl6Z2YngJI7jGQz7pI92MJMXfgKqiwv8akLZ2R39qCRvM7zOapQ8Gi7e5jceiZMwFMKlT47l7UjGx20jN2MO6i1fmLdm5CvLrw/madUdMAsGyd0sH1KHKMXsCDILFoodl4A1ZcAO9feXbhDs8mgXEcIEj7APXufPMyJXOk0vAveA0JrwYfn9/HPH/L7ZRVwIOTuINKx4TAmG7AljrcYuUhtoJOEAb+V7u7Og4xAbjzP7xZsYnpTpzM89O0MsnDtVy6RMbwD3KcMeu67w6CGt5H4cUbOQVGAzJXjCx78t4HfeIka4AcEcFk4Ur7dE/vCbfAfPV44j6kooA/KqYJvIGDKfA36pK/D+HMTMQ2AwrGE48lUBiSD2nGWVnAhio36R0IUIjvIxkZw8I1jcLx8anxSMmH0IZl8np0H+A7GfCwhqzpLwWd4MAj49QayXIFTjwjrpy6tih9HyTvEg9kuIyOSBLgx5pBcNQ5rCsiM+uM4NAxFJ2JrfoE8YxTcJ9POLxYBSzEnDmh/ox+XzrzKo1le8za8MuRGGNtPbpuyH+jZAgCvQTZ3JtWAYK1J5mas4cpXcS6JeyvgYDmEnh6ifrwHsBepB7d5wLrMniyGuk2XO/4wk6OTU7DdbAnAOxis0+O8RLgrDZhuPu6pnwKMQe4yL3maivULJNYmq+bs08Og08Lpmtud1eAS4X4SjcNsqY78DAJ+2sGuP8cR7+Yk34N0RTu/MnciqSTjAVRxphurM2j1mlzalrR4nMrkWroGJ9eZzMV69uj2iIuFnVdulh046SntglAcZqYZtYcjVMFY7duU09fPU9BSMv2r/xR1G3l3MpfLV+B/9uU9ZdTbxczXbwsKo3Gt6lOAJJwDvx/A3znRjC41vxLK4yoAsITpd2M4bF2OgNfQuCfOOFq+Z7CvAgKh1VPC4w/tndjPt1fFMujiX68sNd1ufZ1wAXy8wI4GThWJOoD0INwiNUH0pXz+L9vkmZrQn+3AFO5jlT1v/rVx5Do3n+cklIC4PIZTXqaL9/KgF9O6o+VIFVlOBV4hnyI0wjlepZ9CTJSfOOFZH6Xg5+0Ld1H7qd/hybWtNYCOGe6VOMBo4qpY3hY18QOyBxpqJGmsc+Yc7VGDHyZ5qAWvo+9q3OHKVGEqg+hycgwaKKujfwJS+Vn6gqP0gb+CaUiB7eJWzhMcDTYGjcE2Wp8uNuxq51AzWV+kEMzP6jkMeL+PKIyc+dge4yMlIV+bwH2Ad8ThrpmQB6sGW3lBX/VaWXbx+BerVR+upmnuSMfZmbAx0OQLsASVAvXMuAXP9P2Fcg6+hk7HMSyYQDeUfXePupS5AF27hS8+zcKxOVt9vxQdSQqBZ+QgOl/GCPqEUvKqfGSRd57Z05SCv8vGfq/h7nDMBw4I0WYleNOOJN0R6s618S212rKLAYkB5BrjcqC5Er+W0rM+nfMliB9Pd6e2AuLPqYMhCIXJNIauXagDD4+axeO1Y6JObSqcYqNMQdshOarrBlUZKOAF7anSFS4rJew/f5cEv4jAKGgVwgDMwva4gRVPnx4rM0reusQSmDx3HpDfmEnXU5N3lGu+OMPnHiUwLDIIc7E35wS5gl5tpZXXTCQOcMuIKXw/YdCgjrGhaWBAznODz21v5wj5vBpTsqMNf7KsAHVokYB2ZRipWpGLFZN+J1Pc9zetia7okT55pPCyWxd/AW/J3bZhPOm8ExDBvJvSQlYmlPrVFRLFyTj0OHG8OsIdABKm8uJr3bYDF4VmNYBaeXcRRWFbDB28Rhus4EHW2kjFzrOSwtQPysfr+KcrO7YvGjNITs0QZ9GEtix1g+OhYNs9/3+w6v6efSZELaVhxrXLNHITrr9CyxR68W5ge0BvbszFsSK+zF4BqPHFPX1aO3am9aWql37FQTvnzLzGb0WtkLvtaZqLpB52Qq9hYKEZDhZfFmGzWZ7wt75ZcQhkmk/67dRf9MKxh0hn5iUDRKAJUkoMQTrOQsZ9p1IULhi51QbxxC/ZVZBZCK1adLBbzpPxiSvAUyJ2ujRIHY0q+rP3+tTzMJ3W6I0d0ZftX+mU7rtrILnEPOd8bQkEQT/HyJV2suXYACtMpwXQCeSF7Hu7eHPIURT5Z9VIR79+CAX7nLaaPnMk/ODIzcBoJJyqyRX7L72Gtea37BZNnYhUvGPsjHKVJgbb3eaIW52BNb2iuFEj9JgvAHlJYJBNQH44DmCaTKJM0Iuftlij8IA/CkOyLWYPJjieGOHYAwuVA5C2h1fdIBORwwS7pTcU9oGxS/84Mrc5jSiB3ZyxTRmTVn88vTu+EaYFBPDQhtC3X9AW/8Svy16MmAAIDZ8NoePcH6D5zFyP4mumfziTSpzEpgOiiHtu0wCBcuyRokhHmnWSg+ns36TRkf5Y5F2vSmBYVRN9hW/MkP3IKN4b/CInflQTg5pIyDP8RonMQHTVHt0lxBWWdxRmisMlpRrkdu5k2NYhhFLf0SRYAOgPKD9BNuhIjVyFOSz7+zyr6yN+w+k8SJs/Ehitskat5OLsAG2vBLEzN1Db9r5lM/3Qmx2jKeWozfeJMph+YmeNve87d8cweEgi3Ctq/9DhhPYdoBMfSSSbR3Yk9C7oSLHeySsawSsYQGDib+4BsKLTLGsr2ZKP2lTe8UY0n3XIOTc0tVb6/z2S5B47mnwjY5yO/5He5irkffsJSOZT+V5byL/kxylYIxh9IRlyWxMhV6nNhUDJa0Z08k4jo9JRasTGQaVrGDvVZ1PjOYczT6MueU6ubsV0u4PpXxkpofi3m9I1nKYTKWB2jnoXCIKfnmtIZYmUoiuFs2fmCxQOlGJCGNU90FNSPPW4KIfO4vsgZZSowNRHYgykJ4vTknb6Aya0s6STNwZF/GNd7OnNrT1JdJc3GBv3kj/fQVcVOppSRh7P+doc93PhLxMD45bCvBl3EXCb9PRdBYLZ7nzT0c/4SW/PZJm0HlKOUTtrs7QDisDY8Jd0YEuwAHYhgpezFOWrp1fKF/UTopn4e1u0b7L9K1BoD08+QXabvuWEzsH1qRn051ZUKlOIhtjzRLrMiDdKMb6NEA9F5aKQBZtyAslPBR5ZkN+2oI7bSxPUuzA8l9MuBuHKcYI1ucX7rrKcAyk6dBamq6N8TbCnBYxgMSh5V6c9Ri8kdM55HCxkJHTPW655/UFPipqcvTk9Ymd1x2wGMgMk9JzKtbRB2e14oPfpiTYvE4yiBoLySSIk2uUm+bSG/0e0rNHGFoL5j+HzFlzBYIX1W8/gcyH4Ao//eCvdSvRQLLpmthcxk7j9akaY+szWUA4M9/czbMR7YsZATX3ZSExPMWquGdOQQPfFovn2WDC555Qm26rP/ke7SczreKKAemR3ELIbpwxkwJkSr05NeSqkHakgRRC/ZiGArGd4XiahvPgfN/zwknL8WzEZRDlUpyEGnbmOkQkVw0BGRtYNMx5sJH4VIH8hXv66QeWwMcWLD1sU87Acfi1WEVRjCrfiKJKx0BRyg/WLNGbwOzMq/fZMMtadkhMw/6oETalZFe8D9m7MwTMnH/YHSD+i3n3R/JQe1FdwDTf+2miqPkJq+1h7j94X67BvjH0SCWAfRa8HdgVzK7VvIb2bDOpFAE+mHw5AQndFL/mExoBQT5v5nkprZBIDb5CbivzPwWhLcLq12aFYXcFq555FTuLHDuSckmJG/VhfvAOQnqkgXViCuSFAUzcrvWSH8MJgiuWQA8iehVY9/WEaVj5V3BLSGhdHweu5alHdC/ZGPBA/LGPfmDRgKV5ao9919yubozr+NznSUO7HWWCmcXkkkNB58Y4GrMK917jUvAmrAlQtqW0rwhKciKduMKLHApxUjaF8+Qm/5xlzeArklwAeurLJnIx25RSUayepsoj6VZSsq8h0+Uj0mx8RE9lUsWPf4jVEwoaaaFppUWFvAGQcbEU335rsyJremQltZme28x0Ps6CbP8m5oAspAw9uPtYXHj8qwg2YARO5uzITE4wV+niyYx7GBMLrW0oxXnYUiw/87uOKrPlOO4GgwY0uOlAxA7hPabCQpFYomneSLzHY6E2P3hnbwbZ96hU+s1Cn2X3iHzvI+e3k1y3ZRNGN/5U6ajH2g6rTd55qoxDWcKRztEMN8eftTUiqV07TJMA1kS059oz7v+fsTls3Mvs6oYSBDuqqjHisQlyVMD+eG7Mwp3GgtBpLb9Lwo/kgnoU662INYKCFSyWaDtYimkiyyNJ6F2+moKt/nn29q8UdXVZ9OfiFU40EdmNY0SKOpB7QA4fYEmFFwjekUR39Fqp9TgWEFK9yqOINYLJn53qcg5rOhUX8IgUg/1d9OzijB7M/98BdVMWgM6xSA7Cegnmqwk5MFxIKoV8DnyYJZ+NstgvmLiD8i+O/3+Vu3xYBSDEjDShW8yoXfgBtQTfO5iTssKP0xt7TKkxbM4VXOcptKkJCHdGAuwFw4FqXx0jiDzmW9RNZrbAN8Csthm3fWvSoFFIJ5H2AMMH4ssIjsZksqD/gbRSeu1wN9HxsABsIShpq8/6s4spzBOHADFy7i5LWf7utha922vFr3L6zJQbguO+pltMWWJ0xyngvZGADuAVMSydMEVF5wQJPwur/+OfyefpTlPssYwlVeZglDqc153OxPUY5YyqFm8rlEriXWjHIKOJXPfblSJPMqf3GHClzUyVgEUJHbhEVlSKEp5WC5TiDO/+jPF92CIJMBxQb1HJTrAlP4RBvuc57alLJPxi7fz4wFXVoA1RpkeArlxHbgyfkCbZIFE7ABUrqZ98zO4EOwdlU/LoG9nhYjZW6wAUbaQrnusF9HytNc7lNWI+h+HDhHYowCDdV116mi9xwF1fPkNPX47fbbcGsxWWfMC8pwksKpx2442F6nDmezDWdOiS5HRl/JBhgJ1vrhN2HUQRlm+t53Abv8VM0mz7pQOfZvbh71pnKdJFr1PAh8YtbR6NEHFI34qgOoKYMjs9vgSr577ZiHG9CD/9FS7xwqU9UMTj414Nhq2K7Ra/sQoJIN3HIBfIHT5L9E//f5LufhBAxxhrh4yDJ2rgd0iuLzHV8iXecTHg3hfhmrlQBQOobgz/RMG5YDxlJmzU3mlcmY6EvYDtUcoeCC0y1ox0t+kGxqnPYjBcbYq85h+WxAsWigPOP02ApxsgdxsgfLTvhYjCe5pBTJ+Lyxka/7j4NMgzuzCF2GiLrGLjnOxA0aI1eV5k8fwanc79Vs9gFnxwtkeHmgusnb2QNvP3pJe8+l/83zGJ6rdvjtX4GV2A8BsPlRL6JNU8l9rhjeAC7Irsxrm/UcfsAGyos9DA9V5YAHDFxHgohlHzCsNFyRHej9XSE3OJe05Feqi118FLg658Im0hgoJ+uxeN0APa2UAf3V8xRhfFMLecQBcJdl+PZUX8t75wVinRzLLSm4JQV/+goOF3WDnlGcgPLfS8RvMk86dd3YTC95BD4zTX/jNhXZatOXlEq7KNxwg3PcLXmAjZV9uE8ZM7arjvy5vPaeS/+7LHKnBfJEvok4c5c/eY34nwTz8k9S5NlhSQ8elBYki6xWHp85IC4+JUIa6NO974t0FgTL7Hx6iw9DuoG4KfmP/MF4oU5hiLhb/Eu6mljrYORgQXiZKlrjiQ3whjyP+CaeovTcev6pi1xXmrODi8d7x+KBUkRcxoXt14fzNFXT6U8wLS68NuDjDukTFje7lOEv6hREE18YdtKR03fr0+/I99zAAcLy0qm4AixmctQcZORcDr66lT1LFBim69WiwBbNx9pAt+xt+Y2BLptgsPMidPxtMzEYNlQj4IEwGqXaGWjSFHYdVd01vweUPWCqxXwwUK0V7LV9K9f3XCmSGch3VHigyYv3ndqWJ3XbMuzuYgaWD81VvXpEQ8CDIABsH0NCAYefGMIGCKgC2EJwfA5aHKXhLK8aFEstRTJRgPdqCOgZhNyWcReVKq3qihTH5CcdAA8PuFI3w1fpDhXwbIvqtqDBmjT68z9qnrkGrYAHmhX3Mq7h7dL2/I9/c7Z8TRSPC/wRlZEi2w44T62sIWPxufYhs2AG8Thn8SbS5V/coT+rEEdB8VCXJaRBUCFk47KgT13g46aQ/pj5s3xNE7fsAGEepI95e64XKNnoQ1nImcFAtc4wsAzgnlX/yRzKcJ86/KU6BoQqEA1zXMYzsHwoFTX9hWM0ZdcVjeDUnZKQGkX2fosOUGZ4tmrcZ3mVDdc/yOjLGKKkAmHAB+nphE/Bre4mHhmqMOcSYFx/FuXynnMBfL8DNOPjKqwB5hFFMzo12I9dHrW9AFgCSrotojx8UiRJL8uB31ioAEw35FmkQzVY9MBIv8QBYBHjTn6NjFQNJQ+avgQlH0LVUoTFw+ucQs3ZXJxQYAvYf6OTsScOOATD+IZDmkXlgLHBcHNCGYjygGvqiymcd1AiNda0WFg2BDVj4o4A8AHuKJoaysK2rGmQr0XU5IXMiFOo2MCe7B1J3IAe6+Cnul6wJUBdWAb4anS+t8ZiQCkifrrXjqevfUPGI8w0A0r30rDgxMfcoQJgXoYKC4Y53tcT1szAhXSvkXxwSG4+A8Fcnt5+n0vDoGY1CQnqkK6xjKSXyNCnUXKoqksLEN0vANlY0cOq8fUHguwSzzT5AqZMmUBgu9lE7TH1QDKo9jNMaTUhT/ecM/FcFndZofmegmpseP/P3dBgG6ekifmAs0G5CjY6E1xFIVlpD5y5Xp3rOOAkDmtDU3KLskc9pmdFftNjHEyZo3+vROHBsd1N9ZaV5T7OFa5x8S7skz5aQ0hgwGzmajqhnUnEUV5lDb2xPpRG4NzZbBpfqIdjIZfU5zQHRRJdWsH0Q+NIw4q7CffB+dmYwXye6PgqBB0ZoxUONfk5/oEHO32EVrlLKZDWvVhU2w1T2k5gIl+Q1s5KFS3PIxNf/YK0f6yY7RbII99fOCXd8NYo0uza2B0+0NVlyOlN4kXf+9/ikk32pc23u/G0agjZTQ/0SA7jLdGfcdGS3DiX/nziLY6Ig3m657rbghgiITVYs2QVAJ3/+pnQU73xEvkQijJfQczXnbpS8l6n2VRHlhNwGARHyTrENxP3GehPx82mOP/6veRPdBAd9FqoxMAsd8ExnWXVAXFCghucjMlIhbtbbmSMp8aoXMmfeATKbJg1W3BZzmVxoaSntpBXeriD6BUPh6qx4H2hfToVhF+QxYBSRDzu+y+yymQ2poNMxUOTHDVwcy/tw8AeGDUO6KPGvFoMJ3lnO104Obk5rHmI2qHIz+GpWp9IhcNAeLwH4RqLfeD+lia9huyB1rImHnwL4nD27bNW76Zsj8Aqa6dZLoH5cj9jNn4DHxhu1c2Vr6AsgZOtXI3ed5/yJfbfPGLr0LZad+S3+Y13v4rk8ojKLGcw0+KCIBRCgQBXmHJ2AsmUUh9wfwIhXXBhGadwY9R3l+ErUHI5U51+HmwAxQd4BZbNzLVEXK5Iw0qrDTEYqJYuyJYKUX5km8O+ErcZvXkprM5I2pSCmpqN9zQLPDRZnYojBu41MLwsJVX1FhkyMwx8YbKjmqkn/Rrq3tOpWHFlnD1KGY1gzcsQok6ZWSiGXMSF4esioAU81gzc0yyRw0XDMrIIxd6mEotXjM3IUjxfd21tPKUDy3DhF2HJaJUfDAcclsDJtuq71IrUbLVAzEG/nitE9uxBZN131a9LwLT+jR209wdfqMiObNuWlmpFTvleS/DEwH0TQcinE3jpswd87mBYbHNS68+xlmm08jvIr0bqVjbBlG4TCKw5G0Wj16V4wOeHJjPzq2nM8IORqTZ8aPU9iEjAGyZ5qKMea/jt1SZ4Tj3OWqDeEpgrf2fcxq+N9oNyJv1Iy1FV9qQR0ewSdkBBp3fW4bHmD8BdQTnhD8BDSjFbBJKdAaQFcEt2peyDZcC3aPvElwJQqk8CoD8vs2UJVCqwA8g9VqQafEYZfG6lAjFx/FcuZVX8xyivZCqtkw0pGfh6+Tgc5AQA3HiPcIsxpdhyLBpC5TgGXF1X4OY+iwGlqPhjHvo56e2ANuysUxolTh34zSAjuMIJ2D/nTX4pdm5zzx5pWJOGFScjmsN0xUCJ/Eimm0EsECsOgyZqz9AeDeEANBh4XnXLzRY7KGl4Tfr9kwKQpnEV1unzTEkExFIOyije5N+ox6zb0bKDNfD5rsnZdqbsZz5iYQD0Ghql1THxvhvJDD8IsL5JqaHJ0EuT/hfgc1CEC1o302iYMGIKVqTxB2784evGtFeCoHUOh24EG81RWAOXV1UmmkZUm7mn0Awo1ugbC6p1hMlDVcNAKZKZGDyfXTqhRZlnIB25Snh3CM9UrwzVpIM2g/RzUaikoc2wBDnPdp8CzgRAwFHU+BzrjHs3c4DZEoaSo/alVcEftymBb8+Kx1BBcRVHJvc07361UDD8t8YIbY8j/R14lZdhcBSqOTd9bfp/D35rXQdlf6E39bnEBnDom/EeSCf9WgAak3t+GFQSM6X8NRU7qu86Q3/+Z7REenu14ecG6lBJ5gklKAuZ7CzhMD+cp5cUnmy21Tvm9LqDYxQUt+z7Sv27LSVM2BH4HZRLFxcPgSBRGis5kVf8gii/5gn4KMCfYK0wbtp07DQJTT3fO86MneozWu0HLeZnGU1r2mazV2PYaI47GbDjn69qwQIQ3KJwDCg2QDn987xBIsVsQI0UZ1IgWj3UVPVXrvsOe7cKCLEF/bNug0wuoU0iYPyuyNyW9HNReG/ANKy1T64UTOm9f0+YsGPtrbt8TnlN6m9NDSWBpIySyhBgiHoujeYGKgkZx11Q2GG452HaEb8IbAcQBW88AYsBpZhgwwT5iODQ0qwdqM5WV0qCJyUzfiiPrWz5gbyHN1iAYzRhj2tXOGcoRjSAp7dLMMJ+LovFs/BAGszd1JqUG/FZlgdGbcDnBBADM/pD1FSYtG0uu6Kz1tLc6SRy9zhErIQxmppKKsjTgps1prOQkdm2Yu/nngwa9zulh9wl8Kj6orkXqz7W/xgGE5fMZ6OB/Wpxv83sBoF0PbUatzzK6SqOcO9vG8q1TSG4CDr/yjhInFOSH3ib+pzOsfy2KJjUKFPw1V1YmB9taQD3om0o1zQlw3hVCETOhcCf1fuAKrBpdwdOZOPD3QbwvAKHHNX0EfunvMnIL1T3o/+zqpBjWuzMHP+5HgEXY9lVs2C6rx5Ahwtw7xXjZpRyq1KYMdBiRLFQPJk9JX1AtRDcFeQSAXd1Ctwex65+RdS454wOgMd1OFSlYZZ1p6nHVre+4AMT/b8o/MaZyXlqse6NAXDUkM9rZy7JDmynCyNFfTba+LAx1Aea3s5a0ZZIZv8rkDIJNxlT+ktAk1rZtRPX46rgkkNWnFWeH7MqHOp4RRNno57XcVMAFKZXngmhM8HHeCq5Iz82ICA+hr2v5EPQ9vgA5LsCUV5C88IPT/SUzfhtc1siu4OnlwkbvJ/AJ6FSbwQ47hIwKSzvjVkSgKwhEDelxnhVOESI9kSEadIgNwDZWaBkq3+nIK8IGKn2nbe07ge7NavixrHML5tNM5ECyOWClDtQosJdCiZgZCzJSeUpaeBmvdm2DFXEcfI9zYyFbLEYUIocD6A9wZtfYsZATVpiL5heepzW5dlC7vkXd3iZq3rL/sFRky/1UqbSH8IYG45XhK8jx7GYJ6j5anIzBGsMdICLU3IsmTeqQekUlMdZ11QEtrq3pb77abz6J3AP2But/ujTdTzvoc7+K1eBdtBWbmXPGNVVkTmwqyZ08ElKDxsGoAaXtLM4d1AHt3/xKvdty9L91C62Rat1pnetNgGbotXPdmhS4rUF/c7XLoh5FwduUINL2QpT5ogz/GjVkb6uW0FjQHlCCZprjrfAE9u6w27aUZFb1OIcf2danYYVuELjePU8HQeOR5tWtbgA9e1Vo0wypXI+TzV0zoWJ+8gP9gH7olUjngeq1kl2OAGLHQdoDSW/4M0vVt6A6sniwiXNDJFhkijL3zhrv2/mfaJruNOU/Mv446JpJ0Abe/i2Rl+D5z+9vQO88jvNY/HBBfUJdy9TSIiF4s8NHNTf2Rw0uhAfQggsbl64OVmeV9yADqX1l5XqAkOrzOcxJXDkH6xIJQ1rLuFCFB4QEwbzfTjtXw8HblAlF1fiNpVUjyJjOvP5xB0qwNFdGO4XuVK95k38Bq9gJBJSH6rittgBmn4FV1AHevvgzj6SNiicGqBODh5+4AHnlrGT9/TMJx8CTppzGvtAnWUOPwDe/SBuaUPwSdDUqZn0urUMfKuhvu1tADeNG0YGR2nCHecKvNsiEpcDeRx6esPD7tAg6QhaTdq7gGdFiOxOhux5wdCbtTzsD41LA92ACP3Jv1SA94Hpg1GPdLnmuuTMmbrVmVD6MgBXHphwntqn8PA1KHklUTcSphBQVLFXOoCLB7wCZGdAqQtRThmh1Mp+tP3Fcqj3XNnShjcFuPRAP/mDshwGLAcqlIM7uTuCrHgDzdSPg0sRX8bw+Q+0TyLLDf7c0QYqeIIBW2xRYQlGLmK8pEA6vsTa7qpKfgNZlZXhvSzGk3xibNxinMVWvb9RYiTSUbBO6uZ3d0HG1uHBMsE+YKMnSMcSNJT/ytV+68lqSMcSbGyeL4eRJzbzPjdkB+4b+Ot+W9VaSedL8T7SuTTSuTR3x4ksmUzKcp+PPFdrz+XwMWp6Xb/QFVQXu5A71WOva6QtHwLOwyTC6RqQmLFigw/D5fd8U28MH3mvTldGyRWLo8BZbCX0m4xlf/Eqv8pO9D5ias6h3LO2P9rzc1bczBI29JgSrPy5Fw1kVaPnyRgb38io+6PWOZ+nxdvV8svWm7mjfMJnK0TLTuogIZe4cYpuJddl+R3r/g3pHqYXMlQQ+Iag/d2sud2VeB2DjS61OE+/CuvYVvP59T7x/QH+kp34jbeLuikWzGTp96PZIV6GpIVAd+QcZ655CovxJJ94N9WG0g+k3p9Y/ZSlojkrB2akhk3GjtU1PuKaOA9chmuL2SqcWboxd9kiFm8dy1bhDNeKXqA5LACko9D2JfT+YuugN9jzXctW4cxW4UxSmaNkViqrDdTZl3EuP5HhAByXwxH3JLK6QM5wBnrp1DmEtvIJMBZwo5qsR6/YlZTQyXY03G8l774SiWgpqRMp8zJlA502UvqBJEY80C5aeAOenhbEyi5QwIbmkWJUxr025gGZfWquA9eaCmSwM2BGFiRSqCd+0dZd55AJ58llF6UfSB5VKETtFx02yinIh4LFeXArGusMVdvLLL9j3T/3W3f1RBgKggkyQvu7ebBaFLAZrnizVH6DLCFYtrmoW5KBxQOlqJg0FipUYyVV1Nl/1Bm909RXU5NayB+uqrPhmdl0FUYQDhrBU7CGVTBb8/47BZy6qg7eTuZit6lYQWno4Qo9NMseXoUvH5g+qLoHeH33ExENFP0V48EcNfT7lNULn2jHbmpzHgBxFUY1gNMxqjV9HWit9k5AQA2gi359KTEZ59RzE4yavwjWq8uaRIBrgwSiUI0lrt+h/5RpCzgkAMs1C9pASU8q9/ibRpzg9BmwOQMj0r6CnSYfoh7XyZhJtQOqb77J4G6a/UWr578z0EST1pAHsPCqnjknT8SSs5fLOWpRgTvYcM2suk9p/gCc9ud8nnTPRZFwBpp1iSIeZ61RuD6neUej7lL28X0uPVDP/eC7K4kq35jdtNNu3o0tND4TS9hj9Vr2cIWouKwCvJ6xqn5AgYprO5NtGFI6tjzmwN3nPI2yK/yRi5BSD6Jw5Ei+hKdZMI/vHn/ES48dNY/e9Cd4OVgORT/kfn44bVUfo+/nMxmG5FSs4JIkY7CreVoneOZuxwkA+9TUvz6aZZHAlmBM10dI5fL3dVn0wSi9pW/Z/k4TTFd0Pwfafi2A0g3tuP1a3fKw3Ec9RQkK+m9MD1AUZtFP67lpA6ryvOacHp6sEPUDiL++hqSFhDXoQZd62yAgEXAD6x4wGNyJZs/4rvBTF95ipZrqGWhENC35DbbB6XhN3dfyOhjSfTPbs3pEV0aV3wrAZroBqWpK5/Q5uwRgfpjmTOUHm8jJy2UxqpcEZg/7V2Z89FXw3Q1v8QUYlfc9TlG+/XbSke5f7MLJL6PvM6E0lEoX8XdG/X0kgMcJ8PgCFE3CIhsgYCjcXFIGRBRgD3NcDfa5U9YoBT6A9iAqhzCkF4eW/IZyw/ztlAaAPyQkwpf5nMnYYkApImZMd+ZfwBpLOs7nkriRDZl+dpzest6spaxIMHmgfgXoIjrQO9Py3fIHtuZBBdyzy3GCNS8M/yqw4PrHjN6zFJ1xK6DaTZZd8MlWf0KJBzuRRCqqYWJGd/Whkgz4/Ayi9Xfod95SyDCeAMM8Gbd4ut7M0PeAnXVKvkjpJWvbpAb3p9fZJASmj1CvT31O01jsMmhoK86sJP/OU0Exwx/q+t+kiTzGPo0icN/orQQ3yiiTfnccqAD+PY+ze516I5YimcZ1YgmOU8soHhB0aAwTZ89nl3+hHoaFfKLT3P18bnnnFQn3a28AypNT5hQLzzbJkYLvyqifh88AsWUVpg/U74HPDO766A8Ndi3xp8nQ3KXEswHEl0/ARfPejxrOnhBBmvSig/DWL+zZgZOKYJ+STYXTZyD4GlANQ/3FW8DbwHaopDDmZhAleIIVaUz47xTS/mul17/ovn4Xwb3Ud0ovw3vII4n0E2/TL71D1T8ZuMfE5C9wFtMAGO4IAklxTgtskDMzEO0WAEeKuiVGWSGesIKzyI51OK6ZXLqWVJVaIl1fKAU1RUcKotECSt7xwb9CRQCqAKKGBLEQ2AU7FJZ2EkTJRaywZN55Jvnk1FwWCzvg/4CAfK3bYkApIm6BziMdFC/AB5aZKZZoQSUNa4IuT4Yt+gEa34wexgwZwJAuYVor8wDgD9mWKud/AtI1ShLxmBHO4BnL9bafMnkI5r3k2sBgT16a9CBLGNaTXIRl3SNrsust+/vRXy4FwIPBRBl4sCutgP6wmJe1y/qwltdWXyBhe8agNfIGjA5dqpnh0ec4MGR5GPcG2vBfq/GMYhGVQ5MIv6tfLrN5ROthYwvqHEA2s1/WaPVUjNWpNEWN6wWIgeDV5umN67apM9BkirrfSevnsrVnW+Jxpvsq8FyNVpU/HXtg1GDgNszYnPuQjOs7YdrqIE72dWUL3Qi8OBtWw7Jc1pdOcZc5TkE1BPYIOIxX38NMbzAOUg23Oxm4vj7jPO3kPXikU9Zak4bVBCeTqYlBiFWwNr8OBGAmTEsLYn23Tka9L6ZdDYLVBn9OFgDSKOS4eAsZPALtO8gGIgOY2eJT/rAMDHKN0gLoqL8sjNrgp0CIrqelG/j00Mxkq9jyBNYIiFT0tq88OrNqVvY0Iprum3fRZ8Ra/jtiPCV76Xgd3gXzg1b13uIqk2D6o5nq50uQ9c1lA0cDCG4ykmM695MyDhbPGQBv2KBtVQickH74RywiS98q8h7b5Dgm7ZmL0g6UdTC7px/o3aMp6PtV6vSQrNXUyel6WQYzGhl6/4TCVelH/581bdqg4NNDPcadaR1JtN6Geb6cOj23Mgp973+LFeewlX35qM5qwuNgkRzMyPPLoPZs9FtUD1dZl0u3a5BSaTlZe4Am4itwkj4M8Qsj+CsYnQS+pb8GkRfvkBTyz1e3oLgHRNH5x3UsYRjbRCJPsMXw9UvkUSd77Xla9hUa/RLNMZaEGxjuo2ZGiYXxdaeByDlxgKn0+HEnq+QHfFhxo5opKhM2QMAV+MRxLog8SyE/l6jjruvk+neUDRYDSjHABkjZClPLW9I95olONhCj6C26OQY+phatZVVshBouUaMv1BQTyTCeACRyWPzC4SzhUwrm4cm4ZdNNeuDmFqU11OJjQDXEZdaMswMe7HyJWbb60/Svrb+Akimrwj5g30AMEgVEDQElIgVWQWW/JJSvTGujDZj9dMmcylfLKphcV/1tdGML9qtjc52OuIkHTPliAoFfzSa4FwxP/YX/Wo1nss9ERvkswlok6XUdnYCflnnhwiXKisu57josBugHSsk4dnZ7Al68MK6ZiYAyE8bOhbKP7pOdVIn2PJWOY2eXrOtN0TmxJg3RHZSI3LbYMEoUlOsO78ujBg0otjyBdqDEGNjYgoVihTWytEARBS1v+ZyzGiY7Z+23TVz0BUExU3Xy0HsyaFWInqC9HQ+Z1PtzsriYmokHUQR3h2Qu4MInJvRYjBlUspkeuKXAmOzqLIu8q95P23WWfjunL58IF/T7UQr+oiKG+1bzmCzKsFBe5hOq49EznMPiF1SPgfR251FZyjqjJjvNd5ih16YbPcrylUjCBlg1GAQ7MW5Ascm+TWugqRjEdakwSDTno92rOdAOECuQP6zQeNPoGlCacfaNmtARBGt01plz3DYQOYOPRV3KyK44fLUVu1kSpivZHMfzxDl2CKjW/jY7Edo04QaJVPhY1KKi7ABf7dLcD5prmqreI2k5dGbtAHFdQj0FfWnZPNJJoT+d8JmzEZvxWe+AsoDYLmGYgmGxgueFvCoXFozyocWAYuGFoFbnf0gP4Z0UCazO7yj82rDBh8o9/tZzF80OZTTwuZGVrXM3EFM6At9BmG23HMuaSmSYOrN+bL8aPTt2FZosOsBXoEzVLz8AeEfGMml4XXIyQFVfdIZprYPUL+WBE+pxB/fX71KU5T4TAkNgNew1UlcL4N1TwPqsbUpnVxQEtp4NvcD/CuCfwrQTmv2fyeT5MgUejYNveJV4nBl5+zIifUKrqWkGEG2bqmgWrIKJ3vPZ+IIYT3TZ9hhGey7lnome4E8oweW/K6Psv0loa9h1QL12cdmkpp52Iwj6wt58Np6kkwzUfOUa07oHETJ/ENe1F/bFQKkLRMDWKm1zLGvBwotMvV+OE/uXAkCZajepkH+pOQBw5CrD/VbCNtM9Ed+Ub/P7xdYG14n9EgYr5jfkjIJ8SXC7nvmbmoYTi2QUfhdXAPB+jR/YKv7KVMYNfupBtXZxxidiNLzV82cOHm0FwBfVHnDJoQpb6MYY4Y6ucaEesFr+gJjbF4yqNgWQIKsyghADbdLQ6R7jDkkm8Tny79G0dN5D5NF3AZi0BlTjkEovWYO1B2qyyxOcjoI81Qc0mWDEt+kGkJxQ2+R0UZ3uGUkwIZFbwDPOhG2fM36KouM+qeYRN8G0mAjIqoL98k1ai9nQXr121DC+vXIWRKKE5gU1aXodcUfyptzPbNH6uTaTGCREQXYUUDN3my/vMpLl10G0j4cTX+Zr0ywGlCLGHnWWO7lMQecGecHZocCOgqrcCWhBpx7rceeE0VKPseV1VLm06wC+MLmKYa+jaT2DqBejesumd47KafZ0nQwnShugOjr2VR/jdeaWfcA+zaDVHvjTpyZrNNNmX4wNwm2qGqaRiJp0rYYvXBZlMOWF1ZLf1PRxqB0W+02eOLvHY9f/MnaAA0BpVQ/j+tTsxQ4dgJ8aeNHeOkKvTbrEAvf2Q+9esNKxFwO2rUMx1q8YBjNKp5/Linxhn3FepzUPyj5FHmqqV+/ysKNBKzV1NjDkYli+e0YUd2yANqizJ4oRL1Mb1GwL99DkYEhUBwir+DfurU5gz37VI8qY8eQBOBMPq9DeTwVBCqrhrPMCKDv//gtnQMEr/58vFgqbekAzuPpZUTfkucWKVHqwAV7dUCD1V+I29Ykl/CsdJxdD3AVV6WM7cJzV9EExMhDpK79l9eBeqG/89Den2rdRBVLThV7tUJ/oamaZpa/2R8nnMLCbV6rQC/gGZ+Aafv4rUGar67ac6IfgLGqQcSyaNy292mUIxWbHwQWtYIwCwFN6Ud3jJqNbL2UMq1Dn9D2ofGMKDsDWN/vCIcVITW2gjw1Obol8e+ojKvIHqt9uZr2ZtdC8BdYyjYRXIHLOuzDeUJ02rL3oi6KjIbxJx9GxmYzg8PTuqNfHWDiCpk31Ejl9Rl3yu3wLPI0dw/NMbSAW2mSWnE+nHOp9fAWI4hy16Aws9INRSw6i3lfzwFgmzWuq89hI12AQSv42XY9kmK5wcLqCpxckR2TOsfR802DEkTw9XzZuB29HYARkMzzLFZY0xkXMqNFQTnqy3GpwUTfFQq6wgS1DaCX/5NUcXt77aM0j6cXwkJxrXflFL6rLhgzW8Twc6w720pNRvhnLmgFvyarYS0/spSfL+vpQmHxd/mPKadrkAHROuoEIk+SHG+OoburxhjgPMqn8PqCyiIBgtG3KzNgaUFm+CanwhljH4gKalLEHfK/A7TvlebvkflqIMFqIMMJMDIF6nmgGNN8iaRkpMTZJ2R6oK10Zookn2DgQOogwOrPNpH0sjodGYh0bLQKlFixkSzNZFelRk23vFXVLLOQGa9IYPWwpZcRhckoUG/YNyKYvMVHm7PY3WwxC9nwNvHUy8IQOQbZ4jeqyoU7JscgZTZEeryE9XqOFCMvVcWRLtUO8VlVyTdzMsmpvI5AedTRtsoNIX9rKSFxUcZY8YXOrC9KjDuEOOZWsjbzSEvmeQLhIGvIHskUdqkmPrEWnD0F6vcZDSuFcVcJ4095pmdlp7Y0c3BCqjjXepr8z2vRaVfXvuCjYFMrFEydI+ADODUDtjRmgzFjkiIb8IL8BwF+M5TV3yagRJu5i+kaqVpKEiPzz9s6exYhjkkkyvIACUp5PkmUPKv1LwsJcpvXMBosHSlFTA36lZVG34vmgExATgOqnUIhCV00f8Ra/51jsPmU5wFu06xuBMhUe1DNuvzxHLa7iSPPBJxm5HJanAXdROwk6Iq7lgN9pwV/UyfNhmEIq8FrUBf7tsQqAS7jwKy15t38kww/AnNI3SGpTGX6yw1zRpmTg3YuRcFWTmVdzvPE485BSOW5/D3WerckBzXm6baBQFfiNlrTiIOtQUy07lYYlD/JPYqoz0MQZSIOqF++y7DG51mx5HrAD1RnpFvReBVzQWfkAds1W76saxKuKbajznecA//1xNKwbR05d9OsUrpZDIvDB4w38bvsWv9KSRkTjzglSXsDQLLPwgLEV4UtDv00LhcJb/I6S08jbgmnshj6D1/IjHblP2cLbb7S+1ogxzgHKUZh5ZhpBwyTV908xWnY54LIe6snjxL6rwL6FarrdthB/3VmnpA33psK8x3k5gJwIh2vhms8unAx2RSmtme3YqepRfctHtPb7HaqlEI8zbto0wrkn5VI56AjVo+BytiVTOenoyqvd4qB/OAnB3tAWEq44Zy3qDsGTNJ+vKVBbgQZdYEsomGH0qeiGGjq9xsDKkgqMB1m6P4+7Af338mL5KWTGhsZORylFMpHWozIlHksBQiEJaAunqa9ZvhKiHYg40Qyvq4fBKSetmFNwK+/3nOlchySFwxEKXQDFERgLo8MLsQnPILU5Bx8ASR3JsSNpJhYDioXnhnFB0zkXVIutog35KuSUz0y1n4Dd9Yck52AUeIgdQUvG8M6SX3ARJ5lxEcqKhCI9snvAvOZgTQIAo3om8Ou6lkxvNY6yZ+9z/o0GYAuCa2QfcJOVS8C8mhn7mbFfPd5RZ1cT4mqaFwrAjDjTzpMN4HIHdpZvSzOxJ99iS5vshmVtfRjiEMa8GwWh/f2MkjAD0X9VpoWNkUNfQ/kGosQjvVj+ZGCeJly/uJ3DA8Cpkk8Z2zGSX39sSfevdrHQD+4XdcOKOdO9xvEw+jY4hxZ1UyxYyDPBQ6DxkAs0ktHFeiJsXj1YhWDekuzLXQI+FU0Y0hMEJ2FSMIJVEPhNYTTTaKvcxX9IDxkqeacj/hUqEiMO8guCd6pKYieVxE06mxTCky1N5yFYRdKjAVwu+dSENtkA4fBZlOY8fZ3DDuyQ6wX0Mj+NscuJWC6Lo+hqpqSzK9kbRxHBS3ckhITyYhtPMmjJb7in6Mdt3OFfhInewAxE11Wob+10Y8l1vMVgYDimmSiLjs+vTCZI1EFN523BGIfFSVYhSARG53PdFgNKEeEJdB8ND4ZZoqjyAytSsSOVsiRRUIrLWZkAfUrR2CnSrK1SsTJ5tuohdtqyhhLIXQJ8QjfyqKeuXoc+9TlN34itkE/hI/dQNbnKy+qM5BNC1k6gQe8jvM9mNh3pwCncQMTmUEsLeP9d/k1LvVe97kBZe7wB4NdzhVHx2MzonicbIMALcNcs6Kme/weDXyLg4lMiyjfjIXZU1Nl+pBVUHANHqjTIdj/lgLGdgTQI3qkj5GerehulPC5+A//8ZKwtlBsGxxZk39W4Asw98Qnj/voa6i5Ee3UUha6Bq9Uwewz7jBXE+VPWwZ89a5ImLpjttWIDBLQCbRKevuq/R74wKpacNQlecB5TggfpqogWCpmxNJPn+TLC2+zcchYMk4z63KpsQnaw/OADNtBwTxwJZnoQ6STVzZErgJosyBr1CDNrevzB8kfDUQ4sZoan4dwwAeUh6k5jWkb8gPmZDI21qja08aF2+SMo4+D2fPg+DRoHRHL8kSdlyV78Kr0ftHz0YK6NSV96jvGHpnEJF5iZSPqZqpp6jcVyOAgDRzdJocG0I8SIV8iYJNI9T3YQ7s+bXmp7FuDGHiA4QiFK7oJ28PBqpjrbKHju3Qv9jbf/9oOK6n4uTYBHNlB3MekD/wrcIQ40KRkvZXsenmnaKzTbFcFhOy94pGRT8B7H/+PJcR9PxjXMyIr5ddoIEpc7AZGod27mexsKxF+4pKIKBP60lgwtIVMpB4fG8qaHej8tpg47gPuUwXD7LeiSqPkriL6kxYBSRDSrD1PmTyA1u/RaFoo3k0oxaZqxNDqFQyygDATlK7A+kmbwfnqHcIK9TVfqNwWPFiDETlRPH4WYWwrtRuymh9iJ2mEKz74C63cZt3k6766OzHGuRFkPrM9dO+2Ay+GVWY6+xtAsW3+Yo36uz2m9dRWnwuTPcxbKtAcitzXGlifYi5gXLkyn3FSYPGEi06KD2J6NMG4sgFiMHLwYwVbSTSXHAuuzTcQW+mDO6u0knooTyM4t2WTmJJMdcOHnqnyHfu7vGaUnYhvyhEkRcwm3pDG2UByZB72FxXjyLNPwmziUYUXdik2ME1UYt0YyC2HQgGIzH1qKweSP8SSdxvjsXYYLF5k8ZyLTygWRHAjb6MqSaUNz3Dq9HzRVBvIxtTRLjzNXQOaBaFKZr+hPAwx5exyc5s5lcZI+PtJISIA9MkageKvfftQsVbzBmw4owIRMNmSfvcuoJT424Wy5Ij8tAeVBsIcXIyVxBoN2hVBDjORwpFRnoY2SCHMUmDOWh7KUNjNm4vtOakKJwiYcBnmEsEK8j/kGFHtkpEDRiNluzt+WWcgDFveHIuLG7rIW48kzy3AIV2g47VCh7O0vXqX336CMy1hmAyjBoMSqf9eOlM9yPzlwg2mBQVStd1c/BNRMlDkwN+mG3p+YIsnsJmpFGiXvJMISBVXBPGci+jZDOZW1Q2Fy2/qCckjVHUknoDwop8BajmOWvEz1iJtMCwzCIV1gQ4dpm4PoO2QrnpGgzMjZd2kUi5jWKwi6ge8FOIUb0bgz5ELGtdjrle2b/bkhwR+m9Qoi0sSsQn8sh+SkrtyQc7kh59L4DXM7EnlD2aTex0+rlQZOIYZKkqVi4p2qkgzUdLvGtKmG7ycLFoor8VbO+WpEt1B4vMdOpvUL4nqRGk/KMUhW0j6/ZbLI0q9oA0TLHxAPJHmb81UgMtPfJVcqqS4WWlIBJ7dEo+93Qwx5L4x/5Hz4QDFapp7swjGpTg6ZRB+Ff+R8+spXIHIIVh8kES1/oE2mYjZAbdkDt6QYjsn6DJAOqL6sxlHWqe+teaXH8uTOO0Rthj9C4f/ZO/O4qKr3j79PgIiK8EUFU0k0MTQtcsNcEtPcUnNfEn9irhQlX/UrGajXFfWrhkVhLolfKXPNLXcNElPMNUlUXDCXxC1QFBTo/v64w8DADAwwMww679eLlzP3nnvuM+Ode895zvN8nrTUTur/i5YtT+tnZxlnxRv+zE29XYjzJDc7CX9jPCFvziDkzRmw/XdjmpefShLESHTy2qKUMb9eFSSJwv7PNUlCOMrEyxF459r65dBAEuWvwVMynL0WioQlAqWUWMX/FeknZMFcqAkeLkxqN51yGFVFTU0SzkxxnczM8SGwUNlmDaR/BN9UHM1djQSUHBxJJnYG6CriVhBNyLnFx0xoQqooPP+nHE+Y6LCAo2O82DPWhQJDSTMhCRc204t9jTows2cINdcoGqLZK1qVUaI8klAmrtnC+BprLoNgldcAhjVbx0NVoQEbH5jSaDKz/jMHFuyE1XB9BthP1yw7a00WhMHZA/DHsu60aB1LvaA74KDb7GqHUolYD77zYEqdnCiV3K/teUgN/iItveDvq6yzHIoUGbQJoBIo6m2mozJKxs2y3j6a13F3ifneEim2Eluf6BcMmwFIcdA1DtymXtHYZ8sTqJjjOkzjeVsftGDOLBpXtGG7BfOh8ZMzzF6jPV3GKDwBaIhS8jqnfPHyQx8SpZq83iO/Pa/ZwhYxmOJFnriQrXNCL5jceipWhSz95L4fO05PLrCs/BPKKYVpd0CaSMEh/RYpG1qjlEPOdi3WBNzZzru4Ot4CHyCyiaqNwjVc8ea06lnmBoBN2AOWiBS+XzkCT9+TBL7xJVusBxPG+xo2WANDj2+AXtDkaTwRUz9kFX9Qo4AH6W/9G5Eq/sA3OZLZjrl25HqW1gO6WmHqR6vpOSWRWqkoB8TDKclIxhSEDeAMvhDcOidKPbjmDDZP602c1ABIQL9iF2kwUmLdWIm1jXxBFeEaFQlOkXdgM9DLW9X2HhhATNmCflgiUCxY0BsvHNJ70Cl+C1YmynnWRRpwuhKMa7yUOgbOeW0CvHdKpn0z5a+tKLwEYtEJJ1J0JXSF4njY9H1XOsjVaZerxfgeUE9uQqCXMrTyuwF+f+Y4UgD2vgfDXNYhInPsFW/KZGFN3/9G0kKuwCqfAcTLbbiGpkJ+JlZs2d+JW/KbnOcVNtObmnITIj/qq9PqZa19qCc3IbzOMJ1tJi0Po7XYSIRp/GsWCmH8SOjUXWa0Nidg1Foc3GXOylOK1Och4BVxgF5ihfqvj3UkrFau2XpyE/xiTKfGZMGCBQuGIuIYyJ0Eq+XcE/skhHfOc3ahvD/b3WEAXCDOjyZyPZrI9ej+YzFzdgtgI/2oKTdh/GeK4yW57ovICzoBgTmNEn2Re7dnMD9QrquMPFIgJ71HjugVDBBrqd5Gpvzc+2p7f6/yGgA7h8MwEYZcUSDbinwaW2mA3F8gvywIvw07/UHu8SqTrCWddlcUcci923PCUfdnuyYHULWBDNvXFu1LsWAkPqaB3JS+X+bP8fLmZ1rIFUD6RMtxBZC5DJGe8/tr30zmdW+Z1C5WyL3bI/duz1FZwuImNx2WCBQLFgpkEnRUVcvxhGW2PbDjMbF4lapVoESW3I+DHmwjlhYaNnkRixdHye36aAK0VmX5pGUp6iV5g2ylGihS1R2Bu5LxjMcasFPfgU7iSRLO+LVbRYNsTd43wJankKWsSx2p8TpWZGFNHH2A13xV7V4CBpGz0jBSYtuQnKSeBUxUv3YmCS+Oqle2jtFUve8JVdhN5wKt/hNX/szjiEnGkYO8RQ1u0pRjcApW6f9FPFO4AH2A3zGjOgDuwPIItEdExUOcREj0DGTfmZq7rsCiaO2B6A+A7/Jss8uCUe7l1ddQw9ZnsSbddKvGFixYKPOcoTGXqKex7S3bgyjCl6YhEZD2gHRto0oLREWmRPag4vBaifdyHSN5ADOAAbnvmCOhYy3lZTJwLIL89+GOQBvavbqLtvxiqI+QDyuylPGEKqhFugldJ6LItc2SAOhbOxIc4OjGdvBDFGSBonldASUapyOQBjF2NHQ4Szd2AFCFe3ycK4P6niq7e4gVJGZpiqxLVwBV8GISEFuIDtc6yCd84QQMRIlh2AesZSDESXp8C88iTaBNT4jJQJtmTelQmc7sppKWunyOJNOJ3Rz1eQukj/PsvY/yP65t1HADLkp5tjlRccc/SKrrQ/oxDsu03nRYvmkLFgpgpjyVpkKVN7MPkhZA/7fh+P5mZqFhEwskilT83j6gtsmaLLp3OED4Ac0Ugp6TYPG80QC4co2OYme+FZLGN44SJ+5i/NJoo/CRl2nkNN+kBoui/NTRPeP2LOWUiOMAmlEnAG6ZNgjrn1CPhnLbmz6POOGk/bSNRtHszPFCQ4OLwkHe4rT4m9P9+uC5/pTB+i2LjHWClfcG88GaNRx6v/D2ZoN3OEI1GFbTrysHEQYrb23BggULhbFl8mCYu0xjW6d9B1moQ7DVHLADRKQMzbYCX6q3d5KPEyCUBYeuriCqyvkXZja3YfR7ixWNCCPSix85Iu5wMNe2ncAWb6GOFBS0Q0TsgIgvgNc0O2g5kNGHF6vf5rb3G8Zgn6m9iP24a0vZ9ZJh068GAnvlvvgc2Mi+DgbsuCzi25MLEYIo2YfR4uXC25sJE16ezUNZsxrnz3iTIGryTFdSeoawOFAsWCgAF5LIVzHQgPWwbHlKYMpCrLNgttMEnlCuSMfXBEb1AMaiduhkYgUTwK8iLNuWqyhbRdR6KRV4jEeufqR2kBBVi+l+zSlW/nIYzPKYQ98OWmXp89MMVieM5rS7Oxvop978N47q17c6OTDKN0V54wDrccWKLEaNi+NRZha1ZDeu13GHxLz2pqGzFN1d7ZtLQit+JVnuxlA+Y+axEPLOw58nztyHDw6tgTUl78sGCGoG6gXQIyCdK3m/2kkin2LJhnakyW0YkmswU4HHWIv7bEX1uzsHUoKqpPNg4Md0ZrqGKI23YUA3nQULFp4LUiHf8+tT6CzX5dXhl5EiSta9C+B3ErCG8MbF0WnygsSObK7dmbhBypZMYHPTzvRK3A5uNqAaNVXhnnr8VPsaUCt3P0Ogozu13kvAuThqUSOVe+9OPYcc2+hJR3kfA/2vIuXK5jyRq40UEU0teRlQD1euIVcBUR5ayBU4ee8BS3eP483OB+iQx63+hHI80aFFl65jLackuHjA0EvrWf72bpbJo5g+vSWwy/AnKgtUUq62F7kJlB0Hih2P1eWVs2nIWRIG+WqOU9OBmK2AHVxvCz+Uh4kSdJeove0ca3iPIfJxAHoxH/jTNB/A6AzBId2evXiwpLRN0YHFgWLBQiliz0MeVIHMLLCXH+p8COviNSBya1/OU19j+5Ruk3ml2wVeExv1Kq8bHdUCb9GVYpcdPCdBx8r8nDmQZlZ6aKb0g/D64Dc7gQ06KkF/xYewMv/2k6GezDwVwog36rNZPsxpUTyTDcVwVvKGmMANDFu0sSyyCdhkoCJEdsDV33JKUE9NCSGXf80EzKeTyLu854Y8bzhNAmHV1gH83/11UAUqL4FZvhMIbrwQyVLG2IIFC4bkmEQjMZRJssAuQipRV/UA8W8Z0mEPohiui66kvCJYlEvjKwM4KfaQYlsOB2TIv+yUn37uTF4/tchnz2ZKjclUWJ3G5EOhxF4pvH3wk1l8XN4dH9mJl78arbWNNBxGDM8ZS01X/dtVeLNOroZblw85vEGiQ99SjktsCdTbRTSx1GcElpHHs0FjztBwjWZ1wjTsCBWToRJcqyWodQbExFnM2/Yx5UUY7y+RYaykan3e5DYbjX7u/K+8MFvnCVhEZC08I2Rhzayf5hDZfhR6PbwLo4vEQXkbo4bqubxRTB5iT5U/weWG8rq4dGY3MwNC+PRJ/tSbAYC0H85NrV0CS/UhjftuNdnT/D2U7NwC2Kysgp37rGCbsrBmVvQcZg2foyoZ/Aazhs9BnJYV50mDlkUz8VYM83tMY05SUNGOU/F11kfM6j2H7xlSrOMt6IfUCcYfUdKj6pDIzBkh2HiXtlUAaSyb5EPTCxRY8eFZoyMg/QRXl1QrbVMsWDAbpJEw8CT5FjCKw0b6Mav3HAi7l3+np0SUvJN5/lKJz3MRkP8nkDcKvSqP6ULqATvlKKQoLTtrSeyX9/B90IgC+7Ais0TptE8pR8ZJ8LoAN3mxwLbTbadxUF7H6iDtzpPcSINB2gKtAW+U1wd5CzZItOgbXSQbd1TsSlAMSM2KdFiOLXVAioKgAqoDPteE3WOGfIoeH+83QGdOvCe/wkw5FeV/3/Rk/yay/yrxkG1yB1LvWpmPrpyJMNeUxWwsESgWnh0+xQBCWjZAPWwiHxAtTuTTP3ACg4pcP6EcU2pM1rnfnodKuV2AR7r7achZli2GUZ7/gC9UIA1H/iYDaOgKYW+PIFnL8r0dSiG+e0WMfNFOBlyX4Hph7ZwgDkZ6fokjyeowxiyseajU5sOe1JyB1afAkWWcWdmKLKwgYhlE3OC0LxQ9bHUfbN/HP6ES90KqAsoDS+N8BXB/c03YHM7lWD/MQEf42cUXFnn58RB7mnKMrdM0Q61LjzSmMp0/3TWFhHmkyokvr9wj9ClOWJZoUhEWdfPTSLGzYOG5ZypMcdX9/NaH7OdefGwT2Czl2auMR1gCR8RRfi7RmRSSAOkl3fvroS4mzIMaBdQRGwlHxVMWyX5AuOY+XygnDufdqsIGsFeV4S0ZmVgxw2EyFOJcsOchQ/kfW0V6vklodoaNxj17Kiz2GM2HDkuxtoLFPUdzlyoE99URLlsAJ/HkZGtPZo4JwUUVnJuR93wF0Q0WtfNj/Nvh+cRkLQB8SYIAw3w5dmxe/D4shykEYA5S+BVIo3vNA0g3Nbcn8y86AVQFReD4Iubvcni2sDhQLFjQIAh5nYCO+YMivYC30l9gr20rkwjIViCNScPDyFA9F35P0d32e4bQVv6FNTTEmiwmB4Vyb55SDebiNfig0goqbIIpnTQHe4E9QLwigwDThIE2hsSecB1WiI8gUhA8RBmU3MaZFQ38oRYE7A3Jo2B+m8vCAeUBcbvkZszdS/hclQJ6VRv63omkAWcLPWxA31Uck9+iFcsKbWuh+MS8D+MDwvktqVGZiPSI8oePpq6AaBhdB/ZUMheHjwULFsyZU3iy064PpP+uZe9Y5P1VYdwgkzyd3YBgOZ6rg1UKaVVB17gg5j2Qx3Uiw1FL7ZNZUbTtJ7NzvTdJIm/ExjCqy095I5+EvXGoQyIftFkDNaClXBuPiVeRVHUB3ADfG8BNWNRcU94uGUdik5uQhbXWxaeismbke7w18oxy3ieJ/FL+H71ipbd+BR9HhrO2gPGfheePEDGdEN8Z/NXXkeoxKYg214DlpW3Wc4XFgWKhzHKPqpyhsRKVAHpEPhSEDRAEkRA7QFFnz01HoI07fGs7kCu4leREBeLCbRpylvPU5yH2yFthdgEPzgdAW37hEvW4R1VcuE0N/oLV8GVWTpv5j0BaA+07RQFQg5ukADQG5qwF4rV1bwQq07X2Ns7XfoXLOEBqjqpcJlZwC0iFn2nPK5znZS6p9mZg2IfDIdSrC3cbs+9JRx7bVsCTU1iRSRbWnKUBt1X1fxxJxpNT2PEYF5K4xMsk4kYz9NB7sVAgXVEeRLtQRJFboyThHboNgefiuO9Rnr2F9OGC8hv9HTij2mYDdEHVoQFXZm4dqsuvrVvRjOPqbVFA7H0Y1ag82+jJsDrrqHxF2W7BgoVnAxegHairthQYoVEIWVhzCk/23esI6ZGQL6FGggVwpYOyEGIsOgJt2kFstFL74+pwD/hBKuCIx1SeB21+BE6BjWcuF0tvIOAxEAUbohjFMq61U6U3tQbmA9SkH/81etWdbOx4TMwh8HJQiehXvKreZw08cLHBrmIGQ1CeO9mO70ys1CXpDcFZGnKWhgDUsU3kA/c12CegEeXcGtSjyySUfQ+AxBRogjJce06lYg2IaqxfHkifB3iBmzckHgeOcmdcJaq9lAp9CosRagJuPSHxCjm/0MpQaTyMRV1N0iC0hh7r8/7fT4cIJ6r3TCGpDyDVAknCoodjOiwaKBbKLNvoQYxI47C4w2FxB5IXlaC3mshbBAd98pcttQO8kiH8wjCjOk8A/K+s4I44jN8x/YZMR4GD4g53xGH13zVxlHnX8rf9IgJ1m2PiaqmWZ+3NjwyTt+E/Zr56Ww3+YsTfYThcvMVp8TfrPh5mImvOkFJ+Fzvr9OFpripIW9oOVl9bO//VhzTsWPWTn3pbjLDjV1qZyMZnExegtuxARbk2NQHftyFK9sHnI6WW0rIGsFWkF+re86sDv8oD6Buas80DsJbd8Wx9GKU3Q/AA2izjgHiLa7hqbZGIG+GXh+GdlDPRsmDBQtnHzxl+kwcQJfsQJfvwldVHxe4rDTt22vcho+om8jtPXJBPCg5OFHxfIosLxysZRPRpnORahbZV+BIRcAQRfTr/X8ARcpcxvi5ic/bNOQKZ+TXaTMWiFEgUJ/hiRs62i8Am6wxsmitlgXsa+8tWcQU3wi8Mo/W9nHQpgHfOoL62Xsu0oTLgMzJn2zm5K71NY+IzjAfyaoE8SQCt4Yg3pxMFr8sZQBLOYhOiz0FgW8HdSD25ligIkH/ItbEH8hCBfF5QBS1aRsXgMXYsXjcaITfQqJyZm+XAEUkgXxYYVGPAQoFYIlCeIf6iBivO+1P7lXO8z/clEucqCzzBFiVywhCTI2uIRadT4Z6DAzepYYDzFMIjVSzIA2WFSkwFKRIWHdNePTmD/EMvXdzHfLQZ7HiMa54SbmnYsTJpOP8srwj8DhFdCRk5A46YwqJESLzOwthgXvc6Qjd2KNEw2VP35LOEHpoMC3JtAwJYQ/PIOA6bwsRnkDSgekQK1Ruk4NEfaACjrkSqg4P0qSAFgC2KQyOXlM9D4PUdCQR2m8v7bTZDzD1yD+6Lzw0ULZQZiMX592ZixU1qcN+5PNakW7KSLTyzuKE4PeVTMN1cHi7GRHWfeZLL0V5cMrGCVBlylUnX4JTu8Yghue3gBGziJjV4wHUmrJzFwi4SDFqG9jtwGvljdHVxEf1HKMYljfyWVAZ8mwE+iuP7/uDySJHpXPaobnR7blKDQ05NCOx9gqQfVSoyzvCnyjEfa+XF+P4x8FHOtiRcaCX/Shj9IMIwE/Tnj4cs8vHDmdswIwkioEEynP4uuxS0nronVZWqg24kglrA+AZblnTivdt7mHwtlN9cG7GVHiW2+C5ViMKbkZkX6Wf1LXBVY38Gyi/S6xRYpvWmw/JNP0OcxBM8Irja0hfLjK7s8xg7poybTPtxUdQUh7U6UJ4l7lKVf6pfBdYpG1Il8DSlBcuhJZz2l+j25Y48+9ZBvvK8LgzuswXJIuxWbB6glI4cBuySh+F3ZRVSXcP0nQhI74JUYwuJN/7NZ6s+B1/D9E0lFyqJq5ZgWQvPNR2BsP0j8D+3QtExtFCmuQFUElOQ201BcBpMpFNSWtQE9v7Whl9oC8Dn/Bt+Mt35d9OZ3Zs6M3NNCLyvue8X2vLLurYa2xJx40VxHsXdYh6OqbJHIhOEM+AMnIElZyi3ZBqGSX2Jopd4EybuZuUCge+kOLbOK7kDBeAnujHBugsWdTXzwagpPLdv32b79u1MnTqVrl27UrVqVYQQCCHw9fXVq4+IiAj1MYX9RUREFNrf48ePmT9/Ps2bN8fJyYmKFSvi4eHBhAkTuHr1aqHHmzOvcAEifbHZ/qxPtQ1MjMRmeTUPFubfJTWDwC1wkLb5dxqB6EYtkDbBkbdfV2/LKqFgbR9A+h4ks6gac5GdXfswa9ScnD+/OWyjJ478DbsawiAJzcBWExP2mJBRM+CiNlE/FZ4SRHlDnKmMKh2kLXBBXoFk5Ip+RwG/gFVKze1iEHMOgoMWQmD+fXtvwuSgULoOM+BkIDWG9+SDDJerqdN00gCnDunMXB6CiyGEji0UGcuYw7TEAv4TV8Dg0rakbDHr0mzChk5Cq6LFBomN8jat9zJjUPPd+6yW42j3/tGcjZnwrKyv/kUN2hwBaVOuv3Xgh6Iz8s7wGGbuCcGWp6Vm4+nB7kibYJdzO51tZl4JYfmaj6GSiwktKwUcJQiTKPZgwBxYkME6eSMj5xki4lWhDomwoSd4S7m2PkS8JGMtT6Cjwc5kQV+Meod0cTGvH/rFixfp1q0bCQkJGtvPnz/P+fPnWb58Od999x3du3cvJQtLxstcVFc0saA/+1u34hdxmJO5ttmgmsJ/BlN6lqxMYVHYRwf29e6Qb3tlcjIb0yiaJOZr7jBr8ASCrReawTMpCXZl50Gnkf1Nnx47nvav/0xA5xB+6DyQWz/YYTjdiqIyv3C92uWwoun7XE8opF0ZxQZlfWZMz1DWiGS+jwGXNsqA0xjEA5KWdBh92Qfsm6N93yHg0Bz4cPZX7DSYI3QfJwS47brNagS3UaJp5h0A7wNQZeRdsrCmMspcpKyn8WRmKml3D7E3SQWy4mIZc5iWM8AZLQsPFgrhUwEbpDwb7QAnVvftx+9iJwW47w2KtAMQGzXX3zMBaqHEaICS/FuU53H2E+Qh2pOPTcffODLLawIATyiHNVmU4ymTu4WSuQMWRcD4PVDuxhODpGYVhw30Y0Nh4ibzIOEblKjcU0Y3qZSoDMEw6aPpzJ81DW6V5jiwENKVX0c89lp2zmanAHwkglcbZk72IjcJ7vsZs5pNBzcnlN9WBjT7ginWC3jqsBDSQbEqk9L+3ZWYdCVF9Crm+0lM5mJ+6aWX8PDwYM+ePcXuY/fu3dSooVuHolYt3SJYDx8+5N1331UPZEaNGsWgQYOws7Pj559/JiQkhAcPHjBw4EAOHTqEp6dnse20UPYJcoUbfzqx3gxEQk/iSW85kYY8AaD2u3eUQU+ZpAGcGgjHgJHzwDMQp2M3uD8IQjdkO6rugUYJY/NjXdMe9HfZruQtP4MEzQYh55S3FgEyHIPLzYRRK0KUObqcZWiwzL2ZdoSLdALXwbn+tUmkDhvoSzd5B7WH30GKKG1DS8baJ+BXcxWEwZTepnMolwTLmMNCmSI4ELmWAJfSr6OxNhbk6Q5qTSnR5R+oN13/DjoGIQ8TePoc5rQo3boxL3GNUe9GgifMmj2B4CsLoQOwHPr+VA2A33AhjQqlamdBZGGN+M8/YCMgbGtpm2MkJJwyb+BltQkrsmjyVwwnzgeCx0ZyauuZEROP0+9TWaUUL5nstD61I9gt9+LOmy/BkUVEyIcYFjSOZXOgyfsgh/bDbVw8V8UPhXdmzmzfS7MAme8/78UDsaW0rdGKUR0oU6dOpXnz5jRv3hwXFxcSExOpU6dOsfurX78+bm5uxTr2v//9LxcuXABg/vz5/Oc//1Hve/PNN/H29qZdu3Y8fvyYgIAAoqKiim2nhbLFQdoi1TlMxJVccm4NYAljSs2ml7hGFe5xnld4iD3/Y6h630yvECiCA0W+h1Ju94oRDC0ydlR//TK30lVCF7XA0+okB/bVxPAPoT5g/ZryMlMGPkdZ5WsCJFB4DvFIsFZNkDIfoAiQtgZrb/qfE0jPcpZGHWA0yhMiU4Jja6FZH+o4Q1nLTqmMUh7yN4r/7NHNOpgFo2cuY4PHUE73d2cD/QBFw2g5I5nZLgQijHBqE3IDkG6CtBvMuQyEZcxhoUzgAUoB90Oo11f7wWxP84hWiwekaTnvB8srWVOUDtyAxdDM5xinDWpZ0SnHUyViw1a14QhIV0DygOWMNOi5EqnDbZzV523IWVxI4mUucZMXCyxEkIU1l3iZZBwBsOch9bnAbZwVgfSOAhIlg9prVpRXxoJZWHGcprTiV1xfucYWtUCrubEN5uqq1OMG+IIRAgvduMIYljDLdw4c6cGw5ROQVNG3N4BtAfDhuK8IzK2oXyY5BKGHmPN5EH0xTweKUTVQpk+fTvfu3Us9rDYjI4MvvvgCgAYNGjBhwoR8bVq1asWIESMAiI6O5rfffjOpjRZKD0l0RFyR8S09f0k+Rs2JxFnspDO7S9zX5/fhqYhmmYlyqgvmDLfESWgZCaTB9nAOiH9KWIJaO5PlDdzKFNzKFMjjXgAGQCU/+soJMNKnkKNtiJfb5Bwf4wDUpLZcnVuZgshnXDAx4n24lap89kcVBcwaWNomFZuPHeCG3JWP9xeWl1V8NooqiHMpvMezujpYNrCMOSyUBUbPXExX+QYYeAJvNixfhjh2jRXi5dK2hETc+PbGYMI3DTN6ik7k9FHsEYI9QrBdvEsibviyknJiD34/Fh67ue6dYerjN77oQxp2rNjtzx4hIPELo9pe6qQv4oD4R/X5K/B91pDStqj4+Pgi1xDI/wijnWL0mMX4yFGFp5tbMBpGdaCYCz///DMpKSkADBs2jBde0P6xc4vM/fijpbSGuZKKPV8++YQ7C18yTIee7ygpJeYkCHpbEdZssj6eoEchGn8cKFpXD1B0u7WWhI0Gjg2EZlIJDdaXDJRwzOzojxZQvSeGLeHQGqpLjGQZ4Sh69UmLwSHdGnbBxhv9oDpQXUKJRtGOx5Wr6uMJAo75sok+z4X+fSKoP/uXj2By0FSqyX+RUIaiTyoDkjvYTIKzNASPdNX/uTEUcWOBcJJSnI3Qt26GoQhdm8yfdwiCHoXwxrObhG8QLGOOZ4vsewn+hunvGE3Zeb4PcN0wHRoAqTdIR7T/rTn0QRF7u4Eys4vVsi+esPOT2EG3khutB5lYcQW3AqM/SkpDzipjs0agjLZOAPtYFz2Mz/k3XdsBt5V7Zz0u6e4oMdfxtxIIPT8ZwrK3Pet1wrNHqieAo9yfVZMt+wejpHSXFWrCXIlhq8MJvwksVv7PG3LW4GdyJolXOA+PDN51wXhKKv2mPiY5XdyK5sp9yHg/32LzbMhsF0JMTIz6dbt2ulWumzVrRoUKFXj8+DGHDulZC9yCybmGKynlbwBLDNLfzpPenBbRpZ53nJcHgDQAdZWPbAwZ4isdgrnNBM3lN+kgOhmwZz0Z25RJ4dOZ32AanNM22CoGHu8wKX46dWfcUm8KByaXf5HA30DUWgjSeCb8NYuF/wqG5MLLwknRyve00zAWlinSgIpiJhOYyXelbUwRqA3svZBTonJyzTlk/WXF/Demwaln4/5eZwvM7+nPpJphSDeNfz4pDmwqQdBvOznZzNP4JyyjWMYczxYNgO0X3iYWw5SyOzG4DfwwG/NI2FFotWk/h4WuKKjZBjzTOvCw4US/ILqtL7NibhoMvrmF2TXhPXlNrmSDE+B9hlluc+AKzPwqhMWVwC/zR/5rNVGPXr8DDxvM6RoxHRkgSSij37L0+Tsi/yiY/akiuC/Fqp6Xl7cwpU7D0jbOIGw82Y0MsZNBATKEmqDM+UgJwVwuyGEgzMfhDGUsAmX48OHUqFGDcuXKUbVqVVq2bElwcDA3bmhdW1dz9myO98/Dw0NnO2tra+rVqwdAfHy8YYy2YDCysGbWoTlsHO6DkqVrGMrx1Fx1vgHl8ZH7z9CkAVZkGaFnPVgiM3/yNBgEzJKUv+4SJSpjfO4K8ydPQ861WlgPCJwNVIE58jVuT7NnwVdTiPrbizlyCnPkFKrJHyjnDZCYI9+F4ZrdFrX60bNEBmarhQ9AD0BaouS15yZ3CXArMpXrvJSWDaQeIM02cLRIEEyaH0aUCZwnAJMqQtAy+K1ZI9OcsJSxjDksSP2h6xZl4cZgZIK5PU2Ue2Wajj9D21p6n/3c4NpIy4AfYebiEOXvUMnKGEfXaEHQMtjyx2CgMrXkIapxxV3evrKdWVPm4DjyL27Jc3CIecqsyXOUv/1zeIotyxlJyOQZcDFvWT/zukZMjxl//koSwfJTCJU0tz/RtDoDVL/3UuD6pwyTXTBktEjfb3ZwQA6FUIN1WTC9JObIt3Afal7OEyhjESi5Rdbu3bvHvXv3iI2NZeHChYSGhjJmjHYRi+vXlS++YsWKODo6FngOV1dXfv/9d+7cucOTJ0+wtbUtsL228+jir7/+0rsvC5pkYc1TykEv4K5k1HPZQOn/MqwN43uvjH6TX1ueqFqb2k0wHeYCcRKTX51KFlZ8z/tcF8UtX2cDrIO5NmwI6Q5sV8vGfvvZYAY+Wcs/IpSvspv7H0VJloLbK0MRrGbE52E8EaFmF5Fk7mRHSpl6yGMDNG0Es8ZMILjiQmyGatqQhbWGI8WUgxlrstTnkyPgf04DaBS0zmDuXykOMKG2UQUfmDKybFThMQSWMcfzjR3waPULzLU19o+sMlSSjXyOginHU8WOEhcN1fNJkAlPscWKLKxMeFP+jvdhJMzsHIK0R7E2yBnKJRWvjLE1WeyjAztGdlMtuthx7Zv6zB6r7N//Wyhi1lxSZqWp5pxSzsELJB5n2HFrYV2YK2GhqGQvtJl6eacyhEI1EcKX8m0+DmiYY4N1/qhxU8wnKud6/RhbwAb5bzuu14JVlWRINVC0yFiJpWPBVJWHGv34m9mOx0t7mqgXdevWpU+fPrz55pu4uiqrAJcvX2bjxo1s2LCB9PR0xo4dixCC0aNH5zv+4UOlJGqlSpUKPVfFihXVr1NTU4s0mMm2zYLhCYmdAV2A5I1GPU9r4J0/4TfX0l1hjV7QgklTjpLoSLHTJnoAXeWr9GQrDcXHBQ6LWtY8jbx7AiJehgCpmGcsGbdxZkVXf9glU7wyxt5wyhu/1xfx9Z4JUB/+An6Tl/Lp4lFQBz6/8m98aKF1aHd2OMhbhkKb0i8jWdZwA3x/A67BvD6mG840BvqegdON3HlCObb7vE1A/ygq1PiHTaqU8f104KhrO0hVHZS81yS29WYzTVrG87uBMtMsmA7LmMOC1BserLdhrVU/I58piH/ulUOMm1Cqz52DnTvBSRC95RJUe6kH+3yUqjcTC0lR2hzD/H9No9L1OwRU/LyY5ysZboDvETjnVbtYZYxf4wz9391Owk+1qF/tGtyNBdL4eMw8Zo8MBqCX1SrgsvYOMtcSZj8JUg2vkfHs40287MsxmjFUdEBJmjEFQ/hLbk71gAnMBoIarMB/P4g1Mizfy5rf3uPjLM3UtDVWxtX7GQI0Sb1N6malLDfVwLBpdxa0YfYOlN69ezNs2DCE0FQzbt68OQMHDmT79u306dOHjIwM/v3vf9OzZ0+qV6+u0TY9PR2AcuUK9y7nHrykpZlz0Hrh/EUN7lKFOiRSqVgT0tInFXuu4KbokSVLBu69AdCHl/maX1AmY+/UgHDXYUYVHNOHfXQg1qEF/3EKK7Z2mLst3BEvsWKuP19TsANFugl0BqfMG9wPKN75ikdNwB2S4SSesOs4oKs0XGE40eL1aEaynIwBypZP6oAYPgoiJADifpJ0Hr0O4L1invo5xx7Y1awdLze7hB3XTeJAaQB0rQiRjfpynvoAxOJFrK0XM3uG4L0aVtCYo5feguuLKPnKqn5Yk8XLXKJJQjyzY/NGw1jR1BkSbytSymUFO+A1AAPpdpszljFH8XFDuaOfwVS/NsNTGWUswFD01KrQn2QclVSgu9lbhsFEG05UKf5Tz1BIe6DBHsCXEpRdr0KnDluIbeNFykRrCo5C2QfJ+0g9JoFumSCDU5V71OAmOEBHYLtX8bVt7HnIlR3gfvs63M1AeRK2ZhsOOFolA7DlRm9goY4e4iFVKta5LdTE442rePS/ylB6YRoHygDo5U6F8ilIT5Qt0jmw6QBcT4flrxHBcM5amVbvpJ4TpFaqiubSnxIHkwbgAywZQvGXY0sDF2AITc3YZrPXQHFwcMg3kMlN9+7dmTp1KgCPHz9mxYoV+dqUL18egKdPC89xfPLkifq1nV3RdBiuXbtW4N/Ro0eL1F9JWTHFny3iVXbT2aTnNST/y/o/toi6sDzC8J0fGYhcoxxnxR0qA33uQeSNvtymdEtgPlf0GkVX+T58CidEGrCvBJ3t5Kh4SlOxhXIpMuVSZMQVGSIiDGSsBXPBBhgYD1tS3+MS+UtlfrtyMCsy/Qm0+RLqbcOU07mXucRAx41srJ9/+nANVyKT+tI3STPk1tzxBazlNoR/Nqy0TTE6ljFH8fFdAllyO0bqH0RjdoyvA4/lToT1HmHwvsPOT2KLcIWoZYAb8pm6pHwpSvTUs1A0xkUv5UWxHabCQfk9TvFGsfs6RjOOyO/BE5BrlOOe3JTu8p/0xlJR69mjMrdlLx7tFSx/orknA7hQ05335AM0NrOlkU1AykqBfLk+inu7jNDSD7m1Ax+LD0vbEp2YfQSKPowePZqpU6ciyzLR0dEEBQVp7Le3tweU8NjCePQopyaUPuG3ualVq1aR2hudRoDja9gTXdqWFJlkHNlAP+6H1kRZDjG8skKlRnfUlSucgPNOtdUr2c8CiU/A5u4Delf5kYxPS9saHVyEg4/aQgxAcapQDAHcUa6RRFUflmoWpuYh0DcuGv5UHtjGoDHQ1131xhZOe7gr5YnzkIU1X/AJp8+3hMy9KGURTUNvh834XNnIxhTtESaZWHGe+lx2rg7kVIkaBtRxhfBrpgtELgr2FeEMjfkbxxL140UsNfiNLwxjVqlhGXPoIB5aZf3KvSeFNzU3nIBPagBj4RSeZObWTTIUdyFnkaAerIFFZfC70s0D9sQOhGOlbUcB1IU2HnC1UTX188OF2/TmR87SUF21TRftieIVzvMjvUnCmbM05Krrr9SufAenm+l41jhpik9hgSRunXRQooeCjBVhPwQWqAYdlaCa/wQkHWWD692/TmMn0zpPnlAOdkBmZcDxotY2aSj3GGk9aKizNJIUTclZWzHlGElvasHGDSWP1JUaARNg73AwdKLgM+FAcXZ2pkqVKty9e1erOn6tWrWIjY3l0aNHJCcnFyjqdu3aNQCqVatWpFxkc2TSwOlkDbRSiYOVLS5Rj1viJrAGs1biNmM2AQuqOpBJsbOAjE/cbFIrWVNs1Ywf3BkxMIwVYgyWnM/SIxGY11jRSzXWr7WvF4QcCVALwhYk+HfavSVcnIdpxeXs+H7HCOa9W/Sz1jkD3zYaTBexhlVGsc086L7wADMMmxVRKljGHNqZvRisF2eYdcUuXTQBNt3oyhkaG8d58lwQDy3nYdwnQcmY7joJq/gsjedHe35mh7jPqEkx/DKvYAfK2wGHiVgM7eWf+YGBACxnJLbxTzXFyi0YmX28KGagXGtGWnbY7s7S7kJ9NZvbCDONCogWMtz6gqKm5/x1xpE0kUJdDxnOmaEDxUB8eGYh4aIm1xYPgnGG7fuZcKAABYbcNmzYkI0bFfHRc+fO0bJlS63tMjMzuXTpEgANGhi02GSpUI6ytbTxddZHqogTlBkZyzDXh3BZwWwdJ2r0Lc5ck1qyN5lYcUvsB1STlk9hxUV/IMpoFlrQD6NPmqzhcZ7y1lW5x7gDS8Edprjmqg6TaRKLcvhUwi9kETTXfVYxFmb2DFHexORpFwgfDF4DC0A6DvPWmHfZ6OLyIMCGD5IzmDartC0pOZYxR370vZubC1IdQFUtBVdYjKvFeVJizPvOlakqaJ+b87zCqNDLZPjmbEvFntDdk8EaAjqEqHUE5angWwfW54l+LE4FHwslxcgj3PJwG/O8p33DWO7Mewlu/Y727yED+zq3CZGVcVFjxkDgQfXeFy/9Tag8Fj8WsTZrFPett2Ke8a8l4+sdE0BeCK8avu9nwoFy584d7t5VVLlq1Mgv/tmmTRv16+joaJ2DmWPHjqnDaVu3bm0ESy3kJivP5XffvyYskUrHGDNFGKiccdkjbylEd669Xx8qgmAHagdKogTBprfOQulgTZbG4NeZJGI6QJtGYHvmKY+pUCqrgPNCPuaxCCuwioa0HlivY98OqLcD3OQm2POQymsSzGoaYmOgkcJ/rSbyYMwDmPVV4Y3NGMuYo/TJXSq02M/HeTClf2mV5c5X7NQ8eCZmBUXjGM04Nq4ZgLqk8kPsoUsSYMdjuYLagTLVabLBV7KfXQzyKy09MhUB9cIsL41f8p3/vAQLpALbpFb6io/JTvP8SXNnvekE8AFyj5Z8/dIEBBswHweKjcHuQ9K74MwEFhmmOw2eiVvl0qVLkWUZgHbt8st5e3t74+DgQEpKCqtWrWLSpElaV48icolN9u7d22j2Pmu05le69ImGFOX9rf0OfEXhwj8XqM/G9j5wXbXhYumUcpN8FQfl8kJyX03NPapif/k2LSrGMlH04JmuhjpSgkFAx71Q/R3SLgpWVhzGh+cjwAPgC4SXrIosKOsKCqZHGgPMUL05BuHvms+jUl92HoJpHebDGpjirEx6ruHKu5k2XLaqwhPKEXJ+BnQHEk1TqtiQ3AB8GpyALNhe2saocAH8foJb3RyUCYUFwDLmKG0kT7Dalco/15US0PIZgTS88OO8gK4nIbvI3l7nNgU1Nxp15f5cimvE741L5fQ6eQAELAshtI0EvstQL1Q8g8z8MQQ2wZrV7/E1HxHzxju8d3INmzu8z9X91fiST6iU+gJW1o+xL6NVLEuTRvK7nLnSAoAtdTrRS3yEWWptFESXB0w4IiM7C6S62ptIbwNrYI1TWSzheALRWYZUwCguhuLQhM3yV7wXEcyiH0rbloIxawdKYmIif//9N2+8oVsle/v27cyYocwM7OzsGD48/1O0XLlyfPLJJ8ycOZP4+HgWLFjAf/7zH402hw8fVqvpt2vXjubNmxvwkzx7VOWe+qHSgli++DEniEzakcJL3a5xkxrq1eJU7EnKVd2mBje5S1WIWgvEm9j6ykAXGlZUOWyGqlYVzIDc39ND7EmtVJEDjt3Z7wXWsc+wPGo/aNNhLzE4QRfYUAn8fFdhu/IpI7p8D7seQkC2C6k4gxk7oCvl25h/UpMhqQzUBvDPcTq81e0grYkhlrI1PI4HHh+AvkeAnsq2h9jzX6uJpFFBKT2+HLgomdCqmoA3dRjPHyXsKQ2lJKI5YQckdKvFPjo8F6kNljGH/tRT/atdutDwtEYpkwzAVPin+nayxw5b5E4MGL6HXeTU21Lf+1RcRPm1LvP04U9cTWGymqfYKvcn1WLRMkYhmYnzJPf3VAVowUpODnuDaN/WKCOOsvSUKAJb4Wwk2K9+qJSWPvUFx+lKwgFwS7lDOYen9K24AaBYOoI5/+flDW25meMGtGYvzdVOB8lrDzjuhmQ7ytYodi209Ga93J28yxp2qO6BQ3PGVqZAPUe4W3jbwkkCf8kQHRkQJ96bs4fYIFPWTiweRnWgxMTEcPFizuM1O+QV4OLFixqrLwC+vr4a7xMTE2nfvj1vvvkmPXr04PXXX8fZ2RmAy5cvs2HDBjZs2KBeCVqwYAE1a2ov0/Sf//yHtWvXcuHCBSZNmsTFixcZNGgQdnZ2/Pzzz8yZM4fMzEzs7OwIDQ0t+Yd/xhkXtJTf5yiv82bgbX0X+lhFEpfZgn10ACD00qdQL1tP2YlG8l9U4Z4pTc6h1njkjoIkAeGlY4FONL8ngOWQbIM4LdNO3oW36FpqthmVLjuJwRmlQkFTQKk+3CxiDZz7HjyaIB9pCbYg3thC0VcyJiFPf4HHNWG+YS03a8Z3gl272xGmnu4o4cqN5XKM2noAqQwtmox3h70X2rAsZxqlZi0DuS6UVyYldBTyesHvghI7UMyRG0CSuI7f26uYv9/f7KNQLGMO0+ACDLkHT2xhdSXTTLE/lzeys1of5U0fyC3p2Ev8D7xdkMsJpD3KtvHtYFeUEh1UiYd4W5/gRpYJDNXCr7QiRjQBtpaOAQWQ+3tKB3bTmGYcw0rO5MB3o8BHKlX7jEXkyr44rvxbo4zxdZFE/aoyDuVvMZC1rHrRD6zB79oiqhRxxnqWhmwX/YG9lMn0leJyyhd5pCAmV8DdsliQPQSb/u5KX9Gi9GwrKgtGIf+o/fke6AwHkt5kGS+b1KTlj0aSWukOJh/rmIxDiCAZjsAPLYXJl9eLglEdKMuXL2fVKu01BQ4dOsShQ5qeyLyDmWwOHz7M4cOHdZ6nQoUKfP7554wePVpnG3t7e3766Se6detGQkICS5cuZenSpRptKleuzHfffYenp6fOfiyoOKW7XOkJICkLPHnMPaqym86wXJBzRGXitoxXLSdFGN3UfNSCqAjzkB19ii276cw9qigbNL6nXKRLRM+WiJquep8FbIUH8RD+BLwBr6nAEpBuK01cAL+RoLHYlgVnZ8A6o3yakhALOEHHQBqsPEFahDIoTwRmvjKRKXMXgDNcrVONYg1GrAX3ZsCXpTSALjVqwCFaaWx6jB2xeNGs53Ek5xR23qZspIc5o7PEZPIjR+BbTCdgWA/6+TBiXBizA57d4XEGikuzSayiP2PuWMYcpiEDEH9C+fKqrEoTsPNSb7gr6dgbDlFe4Ks890Y6AD45974KpNFm5AmqXINfMH2lI8XxuA2VOn6pYgOMBFycVRt88j8j7HhMK37l1KA3uJ/bgdJF9e+ucMAeGAJEkzOasgP8UOJaspFRRhzmNRU6T33SqMBuOnN1iwewA9gHd/eRIkmslQZCJVBLSBSRp5QDdlJGnq4Go9brCUh5yljfQImulCJ3wtgdsOQB5pMyUgCeMHuijue7k+IYNZV4cDKO7KYzqUuqAWVbQ6xg0gAJFkjmnSKDmafwNG3alMjISA4fPsyxY8f466+/uHv3LpmZmfzrX//i1VdfpUOHDowcOVK9SlQQ9erV4+TJk3z11VesX7+eixcv8vTpU1xdXenWrRvjxo2jdu3ahfZjQX9iacFlcQ7N8LcH0GtRzuvnmGQcOS2akhMLo8stBQTPQ7AS5WdrR235VZYxitdEDF4/gXh3A/PkKBBhAAywArFLhuuRuTqxQb4wCOob5eOUkI7I9oJlQnNFs4pYyGUWImJk2L6MkleGtwDwDWOwS3rMpMAwYp+nsBxDUN4H+RdBuCh7WjIWdGMZc+jHfWCRauHe3J7gPYDVyYOV9AkVj7EjZEmA+vXzjDNwV67LKroByiKOLkZaLeepXI5MrKhAGvO8JcgEwV1wrILf34sI/894WBClOuI12sixeHJSo58w90kmTq3UjyRciBMvokzmc13Jc+eRMrceDeQ6dGY3dmYl6V12mTcUViJYLW/jgO4iZha0cJaGJIi/gXmlbYoFFUZ1oEREROQLmS0K9vb2DBkyhCFDhhjMpooVKzJp0iQmTZpksD4t5KcyMJ5FnPh3GxTRz7wPIGMNu9ywuduHVlV+1dliIL6qcH/9sCaLqffnI1Re9fTWMLtiyXIes7Dm6ycfkrK8OkqIpz7aHGnkrGDZcHVwXzoFHCRCHkhjJgJ7CPzuS3bKioNhBY1B/E7eLHVX9wtsl98lXSSws0SfwgjczB8OnoTiMrGJeEBGx1Fwah56RRr4S7T7chcAbfmME5YHtgZexNJlT7TOyjBlgXtUJXz/eFgCplkLrwzHxiM1DWSnxXmileWM5NZ3OhT3AFKuY6wVNMuYw3SYm+MEHnNnZSVqdUjlLlXyrQwby3GSij2hsZMLFoM5AnBU7z7tgMAzsKuRklrTJTaa2S1LHukmuQM+sIbGeqXjleMJ5XgCqCLQPlPtSKgCtcCRZGw+fUDGdUnZXgvcWIYjyeo+srCGMCBUgl2RmE41R18ekP9qVsYX4fjR7spRZtWZoFekQQTDuf6du/LmHMAyQxpa5skewVYoww4pF8DPBxiOSSr+PcWW+eenQSQo11PZ/e6MhVQDGFxAg0xYvxg+N/B5zToCxULZpTIQ8847sE8y8Zmb8LSvA1K07hZJFG3iY0UWoiVICcp7qRlY/5ZVbFHF7PLNKV2qQ5RUrD4gA36Q4AfwpQHqEmU+El19vHO1yx/Rcl18hyebkVu/ys4youd1H/ilyluMOrmMOOGEPln3q7/sx0WxUf2+jHxUk9HlWjRS59K2omRcwxU6RmG6hDwn5P0CqdnzFpitP7eG1oVIqYAWRRdktGChcO7zNgfo4bMNyClHa2zuUhVaJgDfGazPyoD4SYbGkrLhhygWIkqeKrgOpngWb/EnEyumdFKODe70mXp7YJW5sEb3cVZkEtz5MxI71yFStEabAyV7TGSq/zP9qEK7AUe5twnsMx/yJDvNugCuj3KH5ZLxTbNQajQA1q/uzu+YRgX6KeVUlSglk5yvTLIMpnTTfV+z5Sm+2xfCJcOe1uJAsVAgLtzGP2gFuMMsX/288AAJgDxZsHjvaALE25hb/mtuHveEmb1D2LW6HXepio//Rridq0EmbE3Iebv3GEzrMx+WFE99++snH5LiXR2OHC+58cXmEGKKTHDnz6ghQtQOpXszanFadsdTXMD0N+yjiOky5Vsq0ThXHOqyRKTwrtyIFjd+g8HlFUEGDujV29CuG6gm/8lt79oFOtSeRboCXkfgnFfZSw+wYMHC84s3sFBeR1t+obwI0ys2U+E+cdWaE+fTHP/P52tEQZgbHfr/SnX5Mn+98TL3zkCnzIOcTWmo3v803Raq51rmGfSYT++m8PS+A1Ix0m8ld2ArbPd4u+TGF5Oq3IVElYNhVq4oUm+ZkC4z6L5zfb7UH5PZlB1B8ykQI0F3CUJlEl6uRY0nN/UWz26w7ATxgyToaFiHWtlAIk5+mVeDpuscOUqfgd2ke6S7O/Fsyq5beJ6wOFAs5CMVex5ijxuJ1OMiMXOgjTPU8L3JYyoojdIL7uM+IHUAqdNSAliCaUTEGgOvQboilKa9NoISBps7fmH+I3CKhMGrj3MNV9Z+VbClh4BDPyqRKC6f3SYZxyIJSaVEVYcjEZRuAsAN6CIxq98cbhHCXpR1IWkGtJ6RAC1RhR2bkkToIqkvrbfkaL7FkxZXT4Db7IIOzIMd4AK7tnJHNFCKNTxnDpQGtrDYazR3tayaWZOlVMAycBGsmihJNKa4qrOwJhlHlfiyqSRc6wHe8KjkPWXfnx6gX/KeBQvPMpUBJ5TweO9m0F70Z7t/fy4Tpn5WT79bWA5mmiIyGzqMxM/r4MYV7Ek1WlRD9j3oNs4o96DKQBO0D6sfohGztkHilqgH30OVaDghKqOkOutiPhlVYai8lBGMzlf5sFBaQ5jHCJJxLMpRBqUSDwmuPY21MweSMKsBSjLHfWA67KrJNRqb3IGSbVN2HedZn86B7m4gQfDLQfyPoeijOWzLUxxJpheb8exwijV8YEyzzZMu8Ke4rDUj2A7wAi7Prk66KOg6Lwo2KL+3DIpelbF4uKA8t/8yQeoOoLq/uKAIMZeU7PvTdcwvja5s8kJpG2DB/AjdMpkVYjDBtxfysojmEBB+GzqJNfQSK+glVhChXxAAkXtA7vYCC2Xjz2Aj5HXInQQRsTAMeEN2p57cJN/fqBvKjTA394E/RSrlRbzet5atQdBfrGAo/yuSnT6dl9FErge1Aot0nFHYsJHqjWRuyv6lbUk+EoQNbZvJ4FbEh2OlQF6XPbgtD0HuUZ+tQcaxr6zSlGP4u6wg6o3C2+pLPeD99BfwO6NZf8FYZGFFeO/xHBaumGrw5COnIfdwZeOMkvf1sS28Jjfgk6L4BS1YeEYZPwbqyC3otl1GJMtAOIRtpa6nTNtmyh8tY/TsbRvbRTPC/mN8zZlwv/HsEa8Bu6DZeORx7ZF7t83/92c3lMlLbq4iRsuILTKq0MpCiRRdad9G5pPQotm5NgJ6iRUEpiws2oFGoCP7aSE7wMRPStuUfPi8q4zNhjUNL7xxLj7kK/qLFSTixhrRiZyiABYAAj2gvb/My+IvA/baBTmqG3/J/4fu5VLDYQP4RcE1+U0uUc/o5wMIWzyJdaIDKpG3ktFlPPKY9vjIFg0VQ2GJQLGg5i9qEIuXqrLwEjY5d6VP7504/ahEbCwvRp8XAWkHSNHhTOgiw64rgPYyk9rxho7e2q/UY8Dd2WSvQA+7vQ5pj7LLxQG+p7PW0MvUGvb4uUYTc01z2LKtCFaBMm07AwTtuEPnbrs5yFtqoboLvMIZVY5kOZ7Snp+pxEMA3LiCK9c4MbINSH4o9dxLax36DMSdYSP96IpSvecBwA8Z0FGCi3oKthqFdcr/cVHxhmWMotqAVKSi/qeWcWyAAUDlbmhERb3BKdxUAsRNbsaz7LY+KjL60QNo6goPrK0g/R8D9aoH5QGTVNToAV2asuSJVYmvJztU/z8dwJYnUAfG28LWJ+a5JmQDvA9U6EYxNJ8GoHzidViE7yxoww3oYQUMht10hg3Axeso18sJOFUc5+h9YBVESGz+by88OcXLRfh1ZY+DtAlEOnObVvyaE9USA+rxjAesXaw9elW6BnzaE+b2JCc1NgNSJUjV2zRgOcTYseVgJ6ToPSz7Mec+3gTwVkVLpD1REkiypVHjVX9SJLz70Q5+oa3eaSmGpgp36cRujjZrl2trJqePt6RC08e05aBauNbUuHEFN64U+bhruPL6yAR+TOlFwZFEzyJ2UC8Qm8gHPKias1WqAapCTzAVeGkvBlOiKy/BROARpr2On2CSa/MarhzFSyUcW5yZV26coNEnECbDUniLX4jsshp2Hafosx5TUBk8xlMp4g5pG4p25FscpBxPOUhbk5SXtkSgWFCz9tFA4sQfsHkRkEFf8T5ip8wo15L3/YU37NglaCD/XbQDw7w5uE+wY1f+P3mVQAn8LRqxeLHoTz/aGCBFJQP44l2wEyd4hfPq7etWDSNeHCdeHOe0yOQkmsv9VmQSMC2EvvJeoE/JDTEgZ4ANbuWQ3xfkXzUrA8yCUyKOeWW4ukxxqQk8lesyf5O/xsCiT+BOjot4jot4wmsaznkC0PQCbPqzKw+sM/iiuWmqc1iRhf+a+bSR4zH6NXquKTt2Cf5XvuTOoXrADbkJt35yIE5chjhYmT4an26FHloq1AQeyO7MX+dfxIFqZSqlVuN1OQllmmzBQn58PWBN5ghC2gUA4L9yPm/Lp4AWJe/87jzixXHWbClaOkX2OCj7+Z37L/pfXRRRxyIy7xhsmSs4JRdDwCQfafQSQxF7ZUblVGqm5yTlXrIyfTSH5K501HLkIn/4W5ymFbqrFJYOSdAsnMPi7VJNMyounlf/QCzfQbrj2tI2pRTwQu4jWF3VQcN52OHGNsTyHcrfSxswnIy/DanJVsjfCsQ0mfpiAYYd0WgnA/iiMziJE0VyyBaHVaf9iBfH4ZghShb3QHYXyIdfQMz/g630ZMcuAeeaGqBvY9ACuYNgeSXnIn3LFUjjnQYxeIijuJhIHsESgWJBzZN0W5QbUbamwEVIT1Kt9JaM+ygZwEeyWvKqrL941GK6Ee2vXeWg6xxoIHvlDOwDpqv3/Z4Ck6LDSGhXS8ljzUUmVvyNIzgU+WPkwwb4ZB3E9G9C36tb4JyNsmMu5NzUM4me50e0jzeTas5Te7Ar8ZCXuUQj+RXioiXwDgdHP2r9naBxjuvH3aFZBDkljA3P0dntiJRr4f7GdaRTihOl7xJoIZfj6H8kWCAZ7dwlYqyEQ+gtUsqnATewufsav1TxZFdp21UKSK5AH1hPw/yT3RQjDjG+gj6ddrIV48RR1QRG9QByZZlZkcl0pnGPqtTnAMapsdSV8snuHHGoz48G6tEGJa/5MXbcIAU2wbjeS8kwwxJRUh2gD0TyWjFW+TJIDa7G6VrVUO4mFiwoSJ5ADQjfAZSHe1QhEyusyMSRZKpyD6hmgDMpzwRmwazyc/Q/7AfQ+axNPsvCLcE5Y6K4xzn7NkBt+XUGzjiNNC2/JSeANzFQCkN5H2UFvj7qqFvGoda8ysKKPgvgtfUwOzZn/JRdsPdLgth5qTcTXp7NMZoRvbuLZv9uEPBKiDpq1hg49bvB/Y4S7PsdpVpgEhDF0rXjqD7wMsOJMLOqPAoRDOd6tDuD231LBR6zItZfNd57DuuyfSrxZsgB5Cr5I68U7Y6fjHLad2z3EnhjHojrGEdbsTVcb8uemm3VxcdtgE82wene7iRSxwjnVCJPVh3yg1lgkBHbAomuEzZxRUCdlgBH2f6VL4vkWuSZFpkHkkSbaXt5UL7o/6tZWEEQuNwkR6vTyFgcKBZMyiLrDEag/yrM7wXskw7BAJHjRZVy7dsGbPMG6aPrqDJTjII1IMrJICQUtVJtJMGnEnwaxGPZTiMEsAY3ibJuQZU+INiD090bjBCa34/UGgR/YEwHCsES9YNHcF3+EoQyDZZuQ1fhzTq5Gm4LPjTeuUvA4XBProrTDPKRIaYOx6oKLYWbnxP2wBSP4pWoLAnSYmCx8fpvAqzaOoCLvKzeZk0WTo3T+dfN64C7cU7cyIsoR2Ew54k2pHNAcyOeoCTshyl1ins9pUGoZEhrLDwD2AG3TjrwK62oJ3aa5qTHJOhSaCs9WQe9dOxKl3hT9OJ1eQm9pr1pqBNqwQYupjO55hymMBkG52/xN45MmTCZQRPWYi8uazi2nYCd7ftAVBIPZXuio7tAFylPDwO4K1c1qgNljNU3sBdC2s6AmOyndhQMiuLWEgl+NtqpS8T13u6w+Qti5Q7KSnfLtZhzlUljci/Eji9EOtMLb2pAMjgsfqEXb1Ly9BYdVHqHa7WERu92gLgvg4iiu3zHKILH8TSENpEYJqHXBrmzQBJKkqGUvdlfor7/CDRnTOZB2kTBXAGLinHsE8oxxce041+LA8XCc8suj3ZIMdEwFKSip70CStUR2UbwrTyYESIYJd+/6Py+Hi7J/0fdb27lu63FHILrcltuUkPbofnIwoo33zgFp/L2VDi1pt+jk7yF7Y69mJ2ibKvd8g7H5XU0nXIWZhW9T8NQjwlyIk8oR5hwJrcz6QYgBwpYCBF51YGfc/6P1biPvU7CN6VtieGYmhKCzUSIilNWU1Myy9Hfaj17xDnMXWsjEfik5wG4b+6WFp3vGcLlHq/C9uta9n4Mm1UVoZKvg2+ISW2zYB6kAdWbp9DHdSfhwDulbVCZJAMalSdk0Ax8wpcVS7NDIYql7cdBlLZ9R4lsOwq9s2msocmPMXRjh95ntyKTLKxxirrB/UgJfHNpZESdJaTHDKpt+5MxhhDQLAbJOBI2exJYQ0Bg3mich1yu8yqXK71K8aZ7zy7SdGg89Shx7s0xVgSKqZFOQn3PUyBkIJ7tzf3Y7t+fScOml5peT+FkIA7JNJJ/A2D67uY8a9dqkAPY/AQxrfOncfdkG83HxilvsuD7S4Y/v8WBYkGNlXUmGTiDOmzSfAtsOqFYWajewhP4F8k8xF5DBNGeh5ylIWdbN2R8p3Ao5gQzA4h4Fz5wX8OISt9DauUCrMogmX9hTVa+lZ1NAOKW1qP2gSoqRL//DztQShC3bKza8hC9o1ckiT1Sa2wmQb35KhHgWEDE01XexE51+UFTT/9cWBA4FMpDGDtQvova2LOaB4DUuJDDn2HsUFW+yVVu0Zos7HiMe/R1JB3Xtg2aCkL3MV1B4OJgTRb2PMTmK5ByLQ2dsM5g97peCBZjTm6J7O/3ATlW3QezFzbWdj0VRBbWPKQSl3e/Ctsl7Y1qVcHvvUVU4DEZ1289dzKLFnKQjpEjDp4JjiSrBVtzUsWcUa5CUygq6UsDlF9yYoGtHmJP9uMok5y15HqgKnlsAJIXwZJ2ZIVbUYE0tXh9XjKxwgVdY6V4iJJ0nCARYnTt04YNJ84H4fWKkvBgyxPsSCs0BceKTD60+orbw1xY6vuhYhP3gXWwHe6skEge4UgF0kw+UX2KLQRnANY8DqxAOZ4q12c6QAYkSia1x7xwAmpin5Ku3mKHonZ1ZOrrxImf0O48qYy6ZjSg/DrM55mtJh1quULja8rboZ5LSRA/QnY86jEJxkpkDTNNOWP9sSP7TgNJMFYibmz2PnN2ZinXU/mUoh1h0xumtNYedeKZEkf4NznjL2M8SSwOFAtqhjh8zy9yW7KwJgsrrgoPMJEYT1FoAAy4B+IMzPMu+Pa7dTl8vD6crBswu6LyQ2vNr3SpG02Gyh+xtQg/2rzYAZvl7xnuNxinsBvc3zwe+umqXLOKSDEMQisQPO6z4p+0ENIAeZyACcr76AUt8BZD0N8hdgKxR6Z88n0iHauoFQx2vNQXFoCIkCFOMrjdBXMGsUdW+fbmweZA5IOC68LEZpghgd3gj5/qsoxW6m2t+JV3Xooh9pru44I84I/4uoBSKcrJ+jpfZhnb2uLjy0pqON5hbwl+r6ZkkgNcSq6Nh/9VpK9K2xr9CewBf2zVvJ4KIpYWHLDpDpnHdTe6Hkm4GAtRFfjkZfMrmW6hdIiIg1GVlmJjDdZWcOVedb7mI16Xkzi9saBnqakZgHzmVY40ep03xQcU9Cy9LBzoN0hW3niAvF1AJoh+smp1QyqhLTawZDxdx2zi+3dHQB2YFTZBa9WJ/XSkgwwD5yQgBZXwtAWSAR5nCedj5W0/Gyasn4WdnhomjiTTRI7lxKFPoE046nHnyBjCRk6ihRxNJ3Ybx/RCbLImC0eSmX8jEGpZAVtNaodZcu4T5GWCs445mwJbg2gvKysHuq7xsPHIV1SDNicQP8uwT0fb0iQzAvGKDK1V78VjYH5pWqQfPoHIdQWe0w9zWpQhJcBEP+Qvy/G7ntWoewA1ZQe2o1sId7nDMFrJv/L6+wlIawxjZl4sDhQLal7kJgNRVMSfYsv86tNAe1CE3lRGST/OXh85RMmy+7wBb1dY4/QeDdudxZcEHqPMqw+Rf23oBHAiBaT10NF3PwBv3T/KsivFl2jyArq+jfLrsQUxZTAs2cjTBW9pCXltDeqa8beB+crKzrhinlxPpFjUmmaS1VFoGQvJqJbECisnlwanJNI9JfqOg67LYf4jpRRjvYlAYkb+nOlzZyk8fUmCqsDdXAMkvXmgkZJU7b0/kXoVsYtnFVu4S1Xqc4H6XACg3c2jhF/T/i1n/yYZAD8wkHpc4hXO42J9HfRwoDQBemZf/5mw94BxJFzzUiPljjqtzLjYgHUQLIAHJdBOsHGFDfQjuNlCw5lmChor14W+JOMImRGqd0NQ7rrxQFfQWHFPglTjiO9ZKJskojxbQJl3TXh0C6uKyoSVqrqPKxg3qOULlVRvz5W0XKcEn0JGG2jpexrafAIxSUC4jvbLVUK0AI3hAsp9tcFOii80WhNl9GMN2FBtzJ/0YwNcJl8hwoacpYZKrDYZRzbQj9dbmiJlLtfzf0MQ++iILU+wIovGnMG5gGd+OZ7QjR3Ytn7KYYahPFEOocTfnuDo8U/IO1eqz4UC05eysOYMjXmIPc04hh2PdbYtyCY158pjjroRpYFN1QdwBhp2yvWNLAde2oh20fCaUGsUfT+KRBLgB7gMpggFKlyAjqgHHURh3Mo7aRCHav4jGfE8CllYc5ymHL3aCogofkdt4Iux8P707zitEpQuC3StvQ2pCMMkF5SxFUB7orjEy/yJK804rjw7VCTzL6hoWFtzY3GgWDAqvYGTcleSVANpv1GrNMLvi4IN4H0ZwuqM4B5VuEQ9qsh3ASW8f5R3JFK09mPDh4P9cCW8dBUlu/V2XQdiwAXUQWHbFIdAaqWHKEkQuVbM9r3DsA7KQGvjo36kVip62eWS8sV8OIbi9bcBXt8nQ0c9pryJixCLj/Cm/IhOogOgOL/2uJXLVzx6gryT6AKjQez4555A9Adx4B8wsezYs8yiH8FZHNXYtgzdLqouQILciV0qUdZhC9cRORF0/HTy0XMJiLGXUVZhbZBjXudQm+LZbp54IIcLorqYxjH0zNDIl2FnwlnVww+2L8LmbgPer/KdRhN7HoI2iRQLFlRcw5Vo0RzlLlaM6BMPX+QHguPnlLcD5DguFztS0Y6nyYJYR0U9wG4xHEGwV57AFFGpsIOBM4j62WqoUcU1AsqPYnDat+o0lqrc4wpuhMWPIAsrjeiTwUO3EBmpvPbxgPPxhiidXFQWcVpkLyfbcDjxQ4JrTyvwCIC2HKS+fJ5Va/1gUPbd9z40W8bRPGlKRyNHETxEdyRvFlZsb9wf4hKwlx8aRfTzeSWj6iaEOg9PxUv30fnErDUK2U6wVSju9VnyPMJEO9A7mdOPwbJy/WdhTeSLo+CWVGz79TmfXFvw4LoNDtbTMHZyczKO7BHvoThPjF+S+VnB/9oKIl+CUTGHCWkdwHtv7CHylGYbY6YLWxwoFoyKDXCTGmoHSkm9genOqPvKxEpTWLWAvpMofjKSDRC0DOQ+yntfp69RVEvyDu4S8x9cVdFg+SLpE/6JqQjNPoGRObufUI4qM0BaA/PijBOsfB/N9beNHbrRN2YHtCksEuUBsJOLfECnXFu1HbE1qycOFwvIUbbOZKvTAarsvwviIjAS4mpBeVWocz1BwZ5+J1j+CXgr7bfyxnNZqlgb2aUp9cUOuMmLSilvgPvKIztwJcg9Cz/+Q6eFMPZH1VltMPZCxw1g2KF1sL+ARmvghVsj+KdXRTgilfykx0o03dFA7glSN9i7Q1mbG98M8kohxOxQaR2VIo2Bvp3QWtVDL+Jg1XE/8ADujseryl7e4BSf3F+KeJTT7Ppfxh3UWCjbKHooFyn2RKISRJ3L+f26kMTlEthjE5fz20wDdgJS9EKmXPxHj+cWFP9OIkEj1cuR4Mq1fDogSdo0Ve4rsa7jmwFeMCkhDFbnPgaG/RzOqhUSjPwC42jdpaERayzZMCt4NqNf/qLQSBRXrmmJPtJyLYTCrEYFlKfOBDyBeu7Yc5ALvMK6P4apJf66v76+QKdKGhX4KuVD0hNVy0VGrOZY9kikSFUhK8Hxc4rzRDm6DrBPifT00ON4n5zrPwvrIkSuFJckThxpwDwC0enxT7/OwthgXvc6Qg+DpHU9wFCVNifFhRF48R+olwl8Bxt8wVPWbKTXvcvYDIO4OnyLY7Gkoi+7Vsenxy1IgMlVQjl7ShmOdj0Dcq6pociEky7wuYGszsbiQLFgoRCcAHFPhiqSakvRXDF3qco/1W8CbvjLn2NPqnrfQ+yZ8tlk3v1sB07itEl8z7+LnfyB4NVaMlw3zBr7IusMpvGCzv2VgV4/yDBIAr6DuRJLGwluoDiogk/JymBHJ68h7xdIKueTxXliWJwAcT73NV4QphV2PAGcKCTCRfoRpvxYicqyHxOEgYQaDcRUp8lY/5TFNO/5pEXD9t/eJhYvjTYz+4Swz5j1kvWgryuE7A7QKUhZOBI0AyIkJv93KgCvcJ5NVTSDup+W0E4LFkobyRtm8QLB52T9JoBFxg6H9Ft8aPu1ekthgqy5qQkc+O1NXEhif54yxhcBN/Eh8uAPEezBJHF2ERJENOCs3LBAB0qROCYVMmaw4YVbAQS6zAPg6ycfQqNFZD+/tsdJeL6q24GSjCPpjhmU/iTzWcWOahl/MtJYpYhLRDhNxQAosMLVcmgJpydK9PiveeniSI1hLi/waZQM3h2RJYEUl7PfBph6K5V/qpeaiQqf1mFlI1HsOlsrGQ5bYWZgCNJwZZvkCaLxZZRcg2xcuPblh2RLNBkKiwPFgsGQnIFlsKbne3zPEAA24kbcv5uTnZY2c2oILDbO+R9tegFp9T9sHZXj6TYH6nGRCHkfnpzk9RkJZC8inZ7trs7jMzUngMRrzhxVTeQGHN8GzSStbe80fonj8jq2zRiAVHgUrlbSAPlVwXq5OwD9rwnmfarsywDk1Jx92qjCHhIsgrEG4SjgF7CKmNAmtB11nFnB0+k0ewcI86zBMwBYJUucpSEA29YMQHpfe1srfURcCuUGVtNTWbJkLJVFJPFFPNoN8A0D+qMOrc/Eiowt0DMOwihYB2SaEwy/9zX3VMuw2wIHIJmZft3MayFkj3pmuoewXX6bNCoA0P+cgGzByj8t0SYWjMhYiXXhPRjPIq6vcAfAptcDvC+Ct2qePv2nt4FfDH7qDEC+JZgv+xMoAsEIE8GiOE1y4wK0v3QIdgk6yVsop3JbbgsYgJQ9/ipe1yUgiZj2A4lxUxWv/hSCX9GegtOiQzRHl0uqaF2pmOfL4J+WFQnxnqG8PQIaMb4dYVaXAiJYUgE2FvPcFjQ49zsfylGM4Rs+2LqGMdyEiPG0Yk2xr3Hj0gCkgVBL9dYfSJe0NzWA+RV4DEcqQ6QEYcWJCuvIJHk/8xIEswHpe+g1+HsW8iFt5YPE5Bk75x/peUOod45u1MgMYHYRbSge+o46pSTo4azoLG3GldP/bqmeV86aNZXu85Q4+xdpCnlS2iHDKN4OiwPFgm4qAdjrf4PoCSE9A/is6+ewS1Jt/IPc5bO2rOxETfZwm/w/nMrK2QDllNrWKWyfgG3Fp1oV5+faBvLSyGt4j4ossQPFjhxtNhdQla4rBuXhZS7RRGxkHeoiaABI/RPY4Fl8G0vCReCiuANsB+Co3JgWfIJy486TSBQ3j+3Cid/kRjAtjuKQQXapYeV8f+TZL7XJ2WfBuFwEli2GvqFnYbkEy2EPQJFzxCsDzsX/beiBE9CwHcwX/0f2isJ0eRI135+v9R5iGO7zT/X/MtpjNdeIJImiDWfcgPUfded3dTFThRkOk3NU/fPioKwaA4ixsEo4kx238ZvciJrz44z4efWjQu77wmcgRebaOfyA+mXe37YFC/pS/hHYVdRf7NM9/DTJYjvX4rczZUROOcspVXKVthwKuksi25AjcZ9HvywbB2UMoG08InlDH8IIdPvSANH3uW2xw8q6mM5gB2hsBbQRcEtiT66iV1flarD4TgntLC73Ncsm35VI3WZPOZ7mS03yJopWI34ldPPkkg0LEiXdmpy3CthnwcBs4qiozNGW33PxcD2cSSJ4WNErUT7FVomQNKrPxQ5owuBp3/KyKg1tVuIcmGW8sup2PCbY6zP2eHXmaJgbyn2oKAn9rZlbpS2SaqASNngEW0QWm38LR2qu/Yhy5Z+QTmXVu3b4jVtEFRRNyVmb58D20i0jb4NmpvOLzpe4Jf6nevcHGnHoEblvE6YbgVgcKBa0YkUWLRKicSRZ75X/ncth8u5QPtv7uc6w1l7/2g2hKOkYeYTxW8mv8+bkU8obH/ijkdCo65IBJFaB4HYLiYzqy3mMJ44WuATEdVXZ3HRUZW2KTtQrXrxV5ShfGtQ6w/NK+Tjk0NEIRxl8Jc2dkYHIdwUPypt3JXkL+hHkCuJzmdF1oCThyS/cGkNWZCXOvmEoyzRxAdbKOxnXvwu5K15IYh7Mmof8tyiScnuRObcR17EyM8MngjDeibKwRkyUQRVOO/oowDz1/hbVzsASkFcLpFJStW1PFG83PgyqKkg7CyiPbcFCccgArrhAxJgPWYWMojZSMAmiDqM/lfnc4wR92aC1TbvVuzi+ZCiplZ6QL0qkVxDVfvwTgDt/vASN1oJGzFkaYrAMUZDSWbCoAJmvkhNENVmxxYpMOhdDVyELa0SgrOjBLV9rYPsMzPadhIrJ2Nx9QGCVuRq7Pr/3bzKqVkafa8BCWaAjL9x6Ay+XA4U3LYD5sdOgJYCxrm07iAzEfchpanBTvbXTzC0ckwZy39oZY0ZmNOU4N+UeXJ/cE+ZKxe7H32UF/gtWcFaH8wTgkEMbusiKE8KFY4rAu4p223YRm+JLuuMtCq+uaRyC2qHcexNVG8S9UrGjICwOFAtasSKTTuymHpf0Xn2NBWKvQa1XEnQXWkiWIMAN/lR8EvNuQwOgpwc05Nucm8ZcCbeKwCPNw1cBjaOhrSok11BOFBvg3xWhgqvy/sCYN0HMpqRrvu1uH1V7hfMRD16eimOm8ZMzpaoRv+gJEAAD5FWsGytp7PMZsgxJKCKTPVTbHqJkTptn0oeFbFoD7+R1Zs4B+sRQfNnSBmA9kGUu7yNNLJF5+WiCci8AwAU+7N8FNkh5Wh2H0KYQbNhz5+cMLDnDNGk6Uyi6A8Weh7zCBazIJAtrLvFyjnBvXnxRcvq1cVeCsU1gDEaRK7BBFRjjmX+fNVk05Czt7x/mizjjyE1asJDNKsDvG3KqlRbKIpgL8d4SdNbuQGnLL7xR8SShHpPhnDfKj8gJaAG+MEaVi3b81WbszFdfDoiTwHsYlUNhfCAGdqK0Rh3r2g9GsrzkKQ0+KDZrYQ+dkTxUoWNjgfXGkK3Xl1gglowfJH79qJXGnozIyijO/SFQvquyMV0G5mMcqX0LhqMmypM8F5WaMtwljBdzOSWKQjKOXOAVVcSQVDLz8uECtFC9roz7kNMMzOOgeZGbNLY6QzRdDHxuTapwF19WMqvXHJhbePu8NAAGugNWwDdoTT92QxnLN06JZ4yDdvWRtvxCQ4ezhOeueGFQ7IBAGJuR73PaAZOcUESbG+d1aJsXFgeKhVIgEfHSaRj5GqeXC16LAuF9F0SUXkefAxB38Gm3kVlRE7Sm8xSVmkDFVTL0UwXqigSMXRcj4n1wel/xyG+n+FWCDImf8OULfDW2xQuljkDf72HV4AEAtOJXaovruXX2LZghbVNBVLqlubHPPTSTyYrIpwN5Gi7YJ+DPElmXn57xIBqo7D2XQe7Ik2xGyIeRRDOWBRj45AZmCN9zVtwnDSgHjMy04b9WBvY4GQAPoJpcl3Da5hOQrcI9+tfcztqbFueJhbKLHWn4xC/jIG25KupB1YH0vROJs97F29chAi5AjDtftxEGelZX5oVbrejnojh+7DlskF4LYrQYwWgWKG86lPA5YCj8Izjgn9dxFQHA1/Js+gglddNlNoigY2jWFLRgdniOYsDJVRqbynECZ24Xu8u1DOKOOI9S2tzAuPkx4EqOva7kD69ctdAPJm5FKWZuvgxcAmLsU5SntR3ybgfOdNZs4zsGVi0ZwH5tFbxMRh/kSYLjbvl/za2BFz6QofHvKNVOzReLA+U5ZT8dOXyjFYNrfq/O88vLINbyatzlIgeSfssHdNpwEPoVtMq9CZa7UUsujy+LIF+SyxVupVZHCrqFlEfnKwNFHaBJNATfXki0cwt205kN9OX2ExcS5M1Ip1SVbuaAtL5wm61BlUSXf8JmLBIxVNEywxFFAUUXXeAiLwNKuUGf/tfRuqBwDxadK83syecXJ+CTJZBd5KVtxT2U/Jq2Ad8gZWUTmNRhOl/ONez/rxfQdTf081iNbns/hl1VWH5TmLQuwj+hFZFOAoNBOld4+yRg4LHtcFyZBmRHaXVdmMHUMSEabT938Cfw6iI4Zlibi4INcAU3zZLwKqzI5MpNw60BDQHsWkHIrwbq0EKZYQjg7gUbYzWrMuVGmgQ35jmB0BnDqp0ImOMZxHCXlVpXua3IxI0rpGHH1ZY+MAjqq6LDsnEkGbz7QFRHYHqeHtKA72CshN9lwB+kHTCpIlTwBeoAoZLS9HoS+t1zrXF1uUZ9zhfts5aIKAxXoN1QJKJrJNSQePU3GTQfyifXIV1bpN45wD9CZz8WjIkqmiBbcHWiovtXkkiqLKz5nve5elUZbxJhg1KL25AxzzXBcRR8qtveeBqy8epAVeaf6UpTVPP6kzu1JLh+HP0chvFcvFeL/zEUxi5CuV/ZMKZTKN+cDNBo+YdnXfU4vvSwgx3aP5kNqOZiBnKe1JMgEggZZ5j+cmFxoDynHP732xC6iB3p7/Oxbf46CdZk8Wqby8XKuT8qYjiIoK23DFEFRXEsoooIRvva5ipeFv7wQxALEVona6sAGxcImn6U3VM7k9D4dYibjTOfkn1pN5Fb00O0LfqHsFAgZ2nI9HWvaN3XlGM0EAconmqMhZLwGiAiZRibraGRV428ONghDxbM66i8y8TwzrGub4PofJoCBwu7qrC4izCRNnwu5kqIuXPZLB8AsafQ5vGgVbhNCgSbQM1tDeRL4Daf5yUZzn01jPf2A1fTOaotmAfuqyHEJ4DJ9UM5k5B/vx0gOsmq1NkiVrT5QeKfH9yIlb3oVUBURX0uMPnwVK373Ehk8s9TmZcUyD/VbdD6m4yTEHXnMkCuTgPhS4V4mOI6mclMJWuCFQDzN06jlIrrPdPMToFgxypaJy2BHiC4S/6FOAvGx4XX5SN0Zjeg6CeWNA0tCyuu/ssDkrOf9sZ4Pnrj8/cyXLmm096NVweCW7ZDwnSMZDlZ16yYP3QaROrjQFlHfTFW9Trb1gyWilSW5s2RGRlI8LKiC/iWVUITxpAulholdsjiQHnGseUpwbELVSXcgJ4wpc5kHObeIqX6eLxst+g+uJj3wAwUjQz9rq6CbowZMBKuyPP4hC9xX65alboNkUFKNZEMQF4Mc6rMJGTQDAjOyDkWONGjDW/Jc/h8+GdIEdrPIkXByHZfGraMq7/EnC//DZ0Lb1pWycRK6/YsrHXssWAMpEnw73lKmNZSXFSrtyV84LtJzLwyESuysOU2NDbOEMIFaCY3wpNlIH5H835QmdpyN8bwDQCTb+uOPJEawWdnphAwewYGz5FuKTHz8ETem7hHL50iN8B3OnAOZq/R/ETa7zCl5zyRegO+EI6rUc8zBHBfBgk+tci6/oJRz2WhdHEC2snuRDAcgPkpnzHbEZgBk5NCidXiPFGTDsX/PRR+XEETu+x93i4/c2BuENUDL/OJakJ+loZEitdQRE3TWDd8GAHyTQJVFWSsyFQf36DvCeJnSRB8D50T+qoSfAqerNH/4xVCBMO5Ptkd4q4YrE9zIwMd/8tGFfe1kJ8gmGWjvHSEV1iVr5JSUdlPRw5Pflt5kwkkH8c4z0Y76B4IvuDIjxr3hKfYMn/3tJwgre2ge+TTA6SmOAXfMLiFO+jG6cktIVLfz+/NAPkq+7I6ct86ktxOlHzfYSlXjX7h1n/4wWUQx/UsTlJs6knMTJjIuBlLjRaxbHGgPKNYo5TAq8Bj5G4wXRXkIW0F2/1PlaiTwAI6MBdSJcIEhAVfI3im4jWtxyXeCFrHVZRbw/T7KHXaEzMgOE/pre0SoQIC5GoQob18X6t2+zksfsGQ6tqDv/yWJyLUpKkG5o7qcfucrLWbjl3z2hEqsgcvf1Lk1Vs1dqj/lyLBRiwkDWVsKpXQRl1nawC06H0GNmefIXcpz9okLmygFqrV1kLNbAgRVY1i6QubH5EpFurVsw1QD9g0tSsds/ZhvSbDrK/3jJWq8spasCYLa7JKPN6yAdw7wZSR2eexJPc9a+T+TboBnqMuKCXSgdAjMosRzE6ADPOTAMpHK36lVeCvzPwmBEm1qLsAiHSUITkKSIMIidAI4JjEpKbTNVbd+7KBrKDNhOyboTtbJgyCBxp2Ffj6V+4lqtzxbJL9TLPccwzKIBuCg0p2/SpPl5yltsOX2sPckhduKBgbwAX3bTlCsbnteIg9ik6spOPYXFRqyoRps7BD/7Lr+nI6tmURfst2gDdrawpYBoLFmK/Qsg1Zf1VCqq692LAdYA8GcPJUhg0g9By3FReLA+UZ5CO+pvobKcpFmAmRuTJkth6A4MYLYYcSeloWuUkNvOVqBK2/w7wBObcKeXI5+BPESzLGmfJZKC42QNAyoB1srW/KbFIL+uFEhHyIYVtVJeuWTzD6L+hV+W3aL94PAVE5G6Ug5OZCuXc9geMD8h/nKztRa4VmSbsJK8GY5QX1wQYIWgl0Ajrv5PEh8x3G6MO0NfNhWskUdFoD7/wJv7k2MpRZFsyQoJUghKz8btMB/1wJnC2TGLdcRu4hkFxKy8KSsRWQJcG34wYzQrREnXbcLIn5HtPoHr8ez1Kto2chP3bMlO/w7yefU6n8VYq/sGDBGDylHAv9ghV9CoDUexh9ec0niEpL7vBWrio732SN4X7Vmur5Uo5BuWgjUX67ptSAq8NpyvHUqOYWTmUWyhcZf00g7suqaU/pjoNKQmV5GK8ujFAJ9haXSchJFWGC8cewFgdKGacGNxXxs1xU35OCdEp7+xPAiTiQ1kDDSWdJpE6+ygslpSvg5QXcNURvlYHGOQJVwGPsWM5IhvT/Hm+uEo8iHSatgR5rgF7A5sbklqo7ihfjbbfz3RNjVbuxQ6lFqqjJN2aSJapURU3AHbg10oGf8caVAtLGLOhNTWBIRVjMGyXsqSPQhmGB45DmG8AwHdihaLTUBBo4QOWU9RAgqfY6Ab60mBaNpCO0sx7QpyL0YBWMlLQ3KiXcUOyjG5x2dufmngStGkDqu4SD8n6GttrB5sIakApKt9CDykCMaxPiaWgQkyyUPl2BJg6a23b5tgMh6TgiHEbCGDmUzysGsO6RMaQ+6wFNKGeAWlEVSMONKxoC6TcAKQCk22sYwffkiLGGw7nGOJJMHRK5glvOQW6gyGP/jjFcqU+xJRG3nCqERdTdfbZpDbxDcITgsT9oDCAtlADVeNytZL38RQ2u4QpLMjDNhN8FqAdjIaDi5wCkUYFE3Li/oSYkSzqOcwIawEiY6LDABHYWBW/Am/EJAhYDXz1Ae5UgG5TCxap5Xqn9FFoDHeFKsM4WH95YAhOlEp6nAoyF301QYMySjFzG8ZuxClexReNvrR66GxGBUF9soR8bDG7TIjkCEfsPnDKEUOB4OsmPGTEmLN+eH+nNn3J3fENztiUCX/44EhJ7ku3MABggZuPgKuPXyQAmaWUA8vTqyDXKIdcox9sitNAjnhdGTYU7cndFIdyCwRg1BirayXwmfErUzwQ5CtlZEGFE5wkoOhi28pu8K1+gXIpMumMuF0PVT5B7OLBSeOs83mcdVHwkc0BUMq6hxcB3OtyTO8FguC0SdEZY9QCqT5Qpl6L8zRLvmdJMkxMFpIkTjBqrZVXPQplkkRyhvn6z/7qKrws9bqloSsUsGV9jzJfCfOgu/0F7A1SY+T/+R12xhYgZ+fdFzAHZWRAg5y457MbqgNF80GYN9or6GwA+K5fxpmwLaAmjMwDXcGWdGMYW4coW4QpzLb+xbN6T7yI7CyKHl7YlzxojaSdnMSykZGP7FbP92SMcMJnor6cfXeWHjG69WL3pGM3YKLxh0Fqdh1H+E7rKDxkxLP/8o7QZLF9GdheIBzLiq0fojrCqR3W5EV3lh3SVHzJsZukIuLeRQXZ+gbV9jH2mLxA/PmWQfDxv0pXBsUSglDFcuE0/NmCl0jhhve5CwQWRiBKJMSzXA7+kTHMCsQTEimEYLIXGETw5pVWg6jF2/E5j+vffjrREtbEGrCeJurUvcFmj9Sa4eANaGsYsDbwlWAJJHqYsglwK7ICP3v6aDfQjSUcN+d5spsm5eM0gyATwJgpvoNqV1CKXxbagiQvgNx22TO0E34RT0pgqL2KRbhvEtHyMBGp5qN4MhTZ8y/Xh7mgqmkyCWRA1VrtkQANgYChM7z8JZbXKfFRFGgN9PYAa0D7rZx4cguzCZX2A11YDtrkOaA3U1LVSpIth4FlHe8nwYtIV8GoE5xxqG67TXNgA/64IFbK1aUsaJGWh1PAGvFcCFZX3xX++74P0E/CSoSwD8Iby3pT3uW+wFBr7rIfsQ/tdJhGQbkNTjgPZaWk2cAoy4nLaZZdNrsBjDvO6QezKJgtrttGDuNPNUZKLnt2E2GlMJ2plV6KGa3822ABBY+D+kvIgEtXbo560hzDwATI6AY6W8JySoSpV7APNOFZy3Y+LYNxy2k4w8hOoCiwB/JV5hBWZWJNFPzbgwm2ieYRSN0/L8XwCE3OOMx+GQWgdGjIRQlHdirNXvxqA9UDNmb0btCaSBpzV+wwd2U9V7hLOeAPZDJ6cNNo4U8EO+gUqDywULSpjY3GglDHa8gu7RIp6ymROOfYn7zWgqRiLqXPwpteYhFV8lvq9OqTVJNghfy744ll3ngCzF0LNhSm0l3/mBwbm22/LU5o0iGfeOc3rcvYasF6Tqn5vTtdsWaQjIFbLMG0RxkpIMxS1zsCsRhMA+JFeXBXHgI25WjhRW77EMkZxfazWLhjoASLgEQQswdzEAPu2hpCYACYvDCXcOkPj2n5tHYgBq8lfpr2IBfU212HOe//msQEDb7zmwaxJE4x2r7QD7qRWYzX/B6AhFmihbOE9DsTwn1FSUcCscuy7ezNh2ywz0CIwHVlYEefaHK7P41l/mkaL0wh+Rp7QnqiF+fc7AaKBDOILIKfca0r5VSoxzWws+iclox5vygdoy8GcxVuzpglyuoBvIeTvAJJxVDtB7HlIwyqXebXlZT5mFLlT/XNozXvyGl7hgkmt1ot9dVjaUfD7uHmIdxejcT8uPxD/tPnY5rkfFvX+2G7sUfZ+A3RHVYmoLOCC7C34wl95l+lv/NGixYFSRrDnIZNiw2AN7KLkj03JFRgH22lqAOsUmsTFQ8AnEJqEKd0JmaoigrnpxwbuyVVYsUJS9BJ+kJg8cCoPyhvBgEf5p0jPIhko0/VXAy4zs1lI/gaZcPxc/mtTZ+lBC8UnGYr+eLCDNoEwCAZ8tEodbt5//natiui66Ap4TQeWg3RN2eYEfDIGqKvZ9rdGjdST9DQqoBQ4z3012LOKYbQLOsoXuk5oDcovzNTOkyF0lc/w0/1KTNfR4sohmBwZCl/lXPetgXJyC1yJBDZR0rv1e++tYfI3oex9VKJuNLHS7WjuxwZej0wgaZvW3XphjaLRYFpntgVDUg94Q65LK5bB4nhK/JQLlvCbuUgJ2zIU1hilCkZh+CzcSJTsDYAr33FFQJ12ELjxS8p3vM+/HUKZlxTIP0sqopQ+NjCZ8Kw7TxTSgHi8FkQxdMHqfHsfYqeSdsh7babxfHw/pqOcqmR3UbDlKcFxC5FrwAsHZVXkCRBhCIsa0Eiui5cWtbEX2UGSADtbVE+hHLv/xpEv7o1mHx1B6Bb5si3G5y0pl6jHmhUfKJEluvCHx/JowmZPIicSsCb0GwUjFQ2nkto9f4k/aUsqgDDNyF36CMLCRkDbkkzQrCHFtHMxiwOljPAvkkloCd8ZqsM5MMXHwFV4lsDksKmExM0oXl6RAfk//sd+cZmj8je0GDmIxIHOrBR38q392vD8ro7mLStsQ+GOjjRAWlxIIwtGQ2sJX72pjPvB0yxjNNfEUfVYRipiL16NYNbUCQS7L4T3lW1uwK4l7ThEqyL2Zke7gKM6rykbKKWnlA14ujNN1NfpPAFYBeSV9unoBC+II6DzyIIyc/P/AucyWV1O1RS8vjUBySJX9MxTUFl5GxTB50bul+CiZJDzhc4cQ6pYymz0e9aYM9JEqDXxYwBklPuA5AX0W0t694GwDf4ZVBGipFK08lkhiaMiiaM61S8lUxrznFI8NYkKPOZxS6jQGthznNxRQvqfL0PLNoDWnHnDVWfBjHDQmoByj6rMEsEoaS82aL8bGVs9Q5Ms1SDnPPVhZCQ5niYtnJMIEC+ied2703299kpgWXoMoPKmKAW+8yXskzBVtOGmsK58LGpRst+yaf/PwOJAMRtmRobAbli1egAXeVlz348hMA+WGfB8V4bCzOWqKAIPWLbEhz9xLfigMkjz+nHI8cFa866lMBDNZNWM9GdTm1aqeAFz5D28wnm8xMeM+glEFRn5lDDpZM1C0XCWfXDduBr6FXFVs5cEoRm0KmIos9QD5AjNbQlOtXhCOfYObsO0zjEAPK74At+UoNKKN+AdD6wGaY6yzQm4Is9BfDMZxkboPNbwuLFC3sMHawTh7xu6744clMfR5lx+3YI7HpVwFg8p6xMCyRcyQiEiOxnZgtlhAzjII5jNZ5wSL+eLF60rv8frWzZDr70GO2dA428g5hsAGrQ+wQ+iKZtK2ukCmZneIdyKcuArPiyxjQZheywhdWZAYoyWnRKcg7dfKTNx8QakJkSOglvAxEXgOB6OAB5Q1u95zzT+Ei8EP6Ih3xTpsJnRIRAEkY8ULRq9uf4p8kNlmegPj7o0EtugZUPkjUIzCDUpmK3e2rtwAfy2wI2eTjzEXseJpnFbrswHfMt2kR2DawezAinvf58a/FQUq0tEGnaE+k1WReYcKqR10biNMyt6+8MpLTurQ/fDZb8Eey15CNdO1eesibXWLA6UUsKV6zhRAUDJKVwIG0+B5+qT+SMiFoOkrSZmCVgFEK28bh0NDZac1chttCIL9AwZt0NV1cwdEnEjT1XlUkVKQFGh1MKdjyoVUHrRsNQjf+TAVUpP0aE2EOP6DjHN3mG588cs6+YDQmKv3IYhY5WB333QKaZnQTc1UYr9JWK4IOIGQAug7sbV0E/S44jsX6XqFh8AwbWnFf3EPWGqk/ZItV9oyy9ObQvtIgtrbvIiN5/U0N6gNXifgokeM/lw9lcMmXMLADcHKDdqMiyXdPTsjfJtg5JcZqiwN3s+GLsGSY/xYk3I5yYQHYD1D1GGcR1RtCPOKC3rtaFN3RNIV/L31ZVURZcyTvP/zt6AQt8moT/McDBwdKOFEtMbqK56bQe4rloOvldw+QiGfJXTzhqoG71ZcboakjgJ2igv4wnitd5gl6vUpB3w6S19O3MCOtL15R/ZGA19E1LA3TBmPraqQGNSuEFxFaZ2QqIOB3dLmPzKVBOIUtoAXVCeRLk5hDGKSOtHZdoM2UsSziRMbAI+yncRMmgG/JCd15VGgavvFvLghpI0CspIbR+GS2JwAmryQvAjPnMpPBLBlqe4kJQzj/gGpGL4AubUnIwklNcfW12GNg0hDL6oqf8nswNiejZhNzpKkpavAC3Btnwqq9L/jyrqsgeVqR10jqH8L98hWVhzG2ceq+ZtFXiMM7cN8lt+gi0sKUxc3gZlJqFt2t4AW66TRgVuUgNHknEkmds4c5aGsDkWramEifW4jWv+/7uqJf1EpiWcsUilIFRvcaCUEq+7bsEl1/twlJuDi0igGZp5eYaMPNHGCcBbnKBZHjV3fVVMfIEEuQn2j3aRKv7C+BaXLeoB3eTyHMVLY/v4DtFIB0rHJjWbIxGVZBBXgFV0EmvAURUqGwlbuotnWOPfOIxaAjFjmuAtThhMCaiu3Ii6/zoD/fStYTSA1+UkHFXezHqUXhm+e1RhVTU/uBtF/inJOcSAf8BagDjLQvzAsYqyKxNYrqs0Z2UuyENxf0OprnDjpBO1RBCmdkmOWgfiExnSc21cD7AIAsYjnxT0iFrHdmHDQXkCbeqfIFyL80STITSRE7FHEV6uOe15UFiyYGzeqnwNXsiVBuG7FbiI+EoGxzyNvY2g26FBOOJHLecdqef9reUnyC8KiIBdcjsW84rBLPue96kvn8cv8ACSkUu7G4+OyJuaQZ5SzGK5DM2kUrEom87sxlVuiAvfAjBgzSqS1iij4egb70KtlZi7OLrZcMoX2VflbagD4i8ZjkiG6bv7J7TbtkvvyJO2HMRDHFX/z0UYwIRVWSDfEDxunVNnpqQ4kkz3tPXY8oR9dCURN9rJSokxK57QUEedyCysWPGOP+xTiWm3eY1JB6ebsEJPO+rK/8KVa/n22HKEl7nE/xjKLZEFy92ZPGKqEnmyOZbCKh558zNu4oTaQVU+OYz0Hwz+AZ45LA6UUmIn+dcGoHSkQ9IomcyZizt05itSJ1YDviq0fZFIlvkfQ7FWeUY7sE/rDaR0kGAisP9TnS0GAA2bwSbacxJPjX1dakQb3iJn4CM4Pk3fbNOLkCrler88J4LIR6LnJuiprcrbFfhi+fMhnltkkqAelzSm8o2BvtorP5NwW1PbaBjgUhGWPFKiTtpMB0+WQbKkx8ltgLHQsQptWa92oOQmGUd8POHsKVinz+cpIVlYwd3raH+IZwDT0RiDJBfWowSfgnvgBHX+s7T+PoZ+nDUG+k4CHHS3Wdx/NAzIVVq5kaSKVx5P98/Xs0jAMkbxYkAybRYGKxFxhfKAS0/qMdB2LRNZALtL9jlMhfoa9yxlQyxo58EitI86pFKIGr1fsvNao5T1rkgxdJcK5m8cicWL7oMPIEVA5G3ziYk4xRsco6mSBqOLWhIsAPxBylP6vFrTP7ljcKu8VX+FaDeocCSZVvyqfl+f89TnvPKmJkRX8oNUbUc+QFnWs4jDqrkI9Fe9fok8sltDwF9HWNYuNLWNPCQl+nHDMpQxhC/4KlU/C8OaLLqxg+bH4vgCHWPCBCCiKQQ3heuSthZqjtOUDc45vztt0ZoFMQBo2Ai25/POKliRqU5ZyR6TF/Y5j9OMYzSDfRmQnXh47DUj6Ce6ACPRqufRCNoSrjH/ycKa/XTgEi9zlobcWlEXmA0RQawc4QubQZ/ZXRoVqOUOtVyBDpAe5WSID2MChoF/HbrfFBwrhbNbHCgWSk43OC3SgXlG6HwOt4QdyqVqw/d3hxBYZa4RzlN0/ORFtBATCvzUDS9AiHsAj0sg/VkU5if5Eyi8kX/qx7Z3S9hZ8mxEn5VovU209OE0ouQ57M8g86aBzbQUDQdK304wf7e/1vaTbodh46JMwW2AWsmw2+FtmogDtFkGYtQOmHZUz7PXxF2+zrssxU7HQPMYTTl7siGTz4XqTG8zZ4Llz3hZhBjlbpObvm+DmH+XAgcgQQ/JWS11Ql4iiFSlKTwMU/Z8L1JYiSiCvetIKV+Zg7I3r4oAkzi5DEHfHjB/q7+q2pIFC0YkRiZQloya3jbdcxL2SQ8Z/0a4TqFKU7N9Xn/4dBEFORFSEsuxyTrDdMWmJ3rj999FhP9rvJ5Oft204lfeeHgyX1VFgIO8xWnhBmhb0XlO6bcIQXZ1okw0RD/j3FndSGg9zOcyiLpzUa6jysirBQwFgQzAaHmx3r+tKtzj1UpxLHqkO/5z9hVY6St4V66Es5hQYH8bF/qwKOlXxjcIRzqnlwkaNDwJIZ6GHXPvnNIHZhX8uzMMHekrr+VFbubbY01WvjHdU8px9MV2cCu7huEmIANiZqvmTfrZ+wttOXahGZ/Ffg4tIyk4lciMuP4iq2sJFpVSgLXFgWKh5FgD3MM4NxfNIrgZvpWZNXYOI94N03qTyeY8r/DJ9MsQUXQPtr7Y8zBfNrE34D0Bsp//v7k3yncj78xu2uw4QUYJyoTqYtKOMKLk9uhK/QSQ9sPit0eDuF5IbxnozJc+cp2f5dFIe5YiFXCu54HGQN+PgIoFNBqKTjGzGOcmBH12Qhn/WMMBhzdJpA7+YbB3ZBsYFY9eqSmVJPCHn6lCzSv3mVVngs4yso+xK9jebL6BmTW0lKwGErrV4n95S9DkIgtrPk8JID3CCYOU8iwv0S5tFzPXd80vObgYussv8lhVR/mAXXdIz9dKN40k3j6jCDu6cFtZCGoGyhqYHuvPIyW6L1sPbfK3fkBRE4uaQL+ejGGMSSO8GnKWwQe2FH/sVF73NW7BgmHJ5CH2Ri0zmokVf+MIYSBFQMTyQtRD1sAAOZ11syUIloxjVDrovJt0kei0cwuVh2bks1PqDds3vc2dwVrU9EvKcgj3GA/J2gZa48FHFfVUFWoo6ns6sSKTSjom7q9wntMBw5TckBI6aso+w2gi39ASYZojXvE/quhOpveHrrI7TyiHLU+hA8Scg8nyVC5Qnyrc0ys15d98jtOBdH5LbcTHKXEsd9SefJU9kqx6X2tokSbpShRYZHxfmvG3xq7uMw4gFSblVh6DOU9+pRUHvuuuRHTl/d2ln2XhimD1LPrtYds1IqsKYw+dObqqnfImFZQI3dpU4qHWyOG8rOb/uLrCA26dJX/cj+a8STeVCcOf5jviANjXrQMHTBhvN6kiHEl9kw6HdlAcIenylR6XanSgxYFioWyxXYLtXlyTXXHmtnpz3pv9STw5OdWTme1C8qs8GhHvOjBrge6JK0CbAyeQShodogPpXWhBX523IhuUajuKeG7RKrJospwA8SIB52SmoX2V43nB2woWh43mLlWKdfxuOrN7dn4v1JSPJvPlk0+gkEGnml3wZeuRyOI+D2zBPv0hT4ppUzbSMUDHtSrNvg6fFXx8ehcnw+Vkb4d3hBbnCYpYXVMx4P/ZO/O4qKr3j7+PgIALEpiaS+KCqWHuYqJJaZrmknsm/qRcKXBHE1oAAQAASURBVLfUNAPzupJ+xVzoi6WWfiVxzy13DRPLBRWD1MQUc0lTCVdUwPP74w4DAzPDADMM6LxfL14695577rn7Oc95ns8DqPf4vkiZq+e+euzvtBKdM+ojd5/zWYtH8ECEmimXRFsC1s5l1OFvCjQ3RQt+YW4b6wlb27CRW9Kwt7gGwSSfibzkc5Y6S9YbNaAol6CO8OdX+SWvBr1j0Tbpo+/2b6klBup9Z+zf0IzOohUWyXaTpKhRB/oY5sLEsM+B7H203FKLPwj68jOm+8+0hQm2rcZ0UR1juSWMKREq26CZ6JHxW/NvcTGNdZ4w/azxPmw6br0fErUWWjWJhbKwDWEW9ZpkStC/9Los4eUwUHaj8uQRZtiDael9911sD36KgbVrdO77fS0n06JGzgaU9P0e+bE1+Gete4C2TE7Py8VPasMcQ20zlfI0fTsOZZv6a64cQwPMnnrQICVmQBvxPkU1C5fNgGIj35wKgcdJPalU5iI3xLcFsMd4dlUbya4KXdWfoRDUWP9Ibkfr1iin90Ob7PHATwP9gA/kLobyNRfFelvGHAujrAHndrcAKF3mHkdpgtOjW4Vm5j0JV557WAywvDfAhUCYFpPFO6UdTB9kWudLl/Eck03wwLC7mNtXU8z/mbVXOJ3iQe3A7HVHbQN5vTmNyx3guLC8OtVxQC4SUBHoj0U81GzYeDrYQFjDMTAHgtrkYMU1A1d5gX63wDt9zmY8KAaez+ZNT3JL/oH7J8lmGOAURupBeA91wtxghjQNiy4QHDOV6r/+zns6Sl82TMZJyRBHLAuRL3nTet8UFlhDMFEPsYCcIyANFuwwQ4VB1wnZGAT3snutLq03HKck3QF+YJmZuIuQXBtuTlGHTZ37wk0jhQ7lslITOEZjdr3ZFfZIPWv3s7xeACgwsUdBZOv6DTFE4rRS9WCZ0t+NomrMsAY2A4qVcEJNQJZI0Z/xWwPgCgelD7WIQH2lWlJFPRESlAx/2lUK5Rv/QxKu2QZuB2nBwdotmNYrGI/5cAVzpOV1A16hIhFZHAyBR1CRq9zE3eID2EaAZzeIEq8QtWodXyBw1rQuM86oEQmXUVMn28g9Lqjn+9tefXko1HjTh3jQXW6go+M2q7ZNS1lVoG+O4zhAjU02Sg6rc2I5wFo1hMkF1QAwZhdUGXSJ65Qjiec0HsUeGH/yGsG7JXggTrPAQIncUqz2fZ7QVvMrUdM6PbwFZ8VF9AnO7wH2lIdjV1ohOGB0fxWZl29X0uuA0jKfleRA+rvAmDCujacVV+A11A9ngjUbYgZOQ4wCXyj83UZN2+nMA4vt7S6l1XTumo/rtMBg2m7R39NRogHxkOflX9yYY579J1OCJFxNEt3N/D42f1B1ecCb3v2Ws65tT54scUBN5l4zS7lk1Hf+FjiUyPnfFXjZ7I15ytGcW38I8lGNhOX5hxriSOEZ4lZTZdRm+ao/vTE+qLzgVsHI2nTCMKgIGqfw0BXU+9Ae+IdJ/nO4RAiRmCb2nIY9SbgSyyuwdRlmexfeFPxdoyIAxXmMK0l6DSCXqAJ7wtA/RkpQ070HKfxjKOtAOiZEQ+XMFXhH0UkiaH7Sx0ubLBhwaR1sBhQr8aE7XL5Zn+bjTqKEWLs15iFZXEZ2boWYIKGlUmD7bfSfKN4RSykhnfiSj/WWiZjXlabzYmkmzudflHHcSORFwWWRPQgm7Cq8JSKotgEmdZuY3z0ZxA0YKU/T9YXawAJgJABjPoKo0EY6ZVfSj7BXx7Dy13dAbLJYm55mxviBSJIg7lBYBbYiX/LmNfcj7LzVmuI8ppXrr1y/baS8GfbpACyV69n+SXfkSqG5/9dQbQV85jeJTlvWEktzLorHoFdyuA6Pk7ri0NZ8EtQpQFqjUqCJyLm2uQwviP+gduhzT1QlkJ1bGS1zQRSeTB3GmFAODl2vz3Izpn21UUTw/wD5qAqtVu4iSiRYuzXmYc9qlop34FwlgmoEFthu7Tzu8aRJSeQkgdLV8vv7nve4JkqCgRSrmYmQK1j/sR9ykzCz/psz7AigZfvdOplAGsmaHOuS5f04CFp12UXUYP+cvVRsGGAYdeRF6hJu7YboJQ17RCMJ/iDjBLiAKCfBmPCrALN4OCwJoMLA81wTV2HZeqp4SRbGDgKxNMdN71JK9V6L+Y289gn00jyKpbyj/r9lZUYfCDao55MjZ5ap7zWjrM9b3QXN8JHIW4LrQs2h9TRhM6BYix6q9kHz2icBta9fHtWbo6h6pGwANmyBypvjyUme1Jycul2XyoPgJFUMl6Euf1ORMZ3D6Lclr+lbK0GTwbzxn63MEvpnd66jzswrEdCt20addbdw52daQW0Y4wjbH+VPT740dzWxwCPx6nOUMUOBvup9lZkYGkAFKEEyKYBf/cWEN1fg0DKK/kyk5egMvFIGHNrB+RUVQCzGrB9cszEA3qpG631TWJwIgy/th4ew4Lb50kwrDdCIqmbBDsSM7jDnMJyAAE0W82t+Zdio6Uw8oARwP9NGveGtuup/a4JD73fVWVszolyFdI1ppf9t8B+sm/rzHhBlWsd0D7DnKQmnkangzAOLim/aKJw0nfYzc6tAx5XbiKKMGhrgBUQX1veaKZxW/84pUKPg9vrkXEmIvqNx59LPUBYx/a2Z6o9zwLncm4jvUZqfacW15Zr0pEb8Z7fc78zdoSC+8oN5UXAWlPdhxkFoffUIvHUYdpwiP8nry/heownR/IQvT3aoKuQd2ZYtnElJhMddiqOd2t4DW17uwuv8lPdB5bOAkwLNgUgJvoL2fFMoz9ef1FT7lcOBm9uRt+BuGQewX435siR1R/VezY6b/xXas5PllQPg8h2Iu8Me2vA/x6Xcr1YsW/kEqnGMxoAmtDnmAvondPJDppiqqBH8QDdKZPKKK85jk9JCqySQP43CQsRDoByULoluN/ApwGZAsRL/neSPnSZViwPQ+C/YWuUNfMQ+c+SreKZ46LoawTYIaktQVcMS3f/iyuzNw+nCFsqJvASzDEamCsJNmG2etRbchO6HZHA1OHG+AdMrjqX0w7uM6v0Nyto8NAN1YBwkmqHRt6dDFwhNGqg3bGg5A7iy8TLxGq3X9mIIKyoOQZSVcFPJWwOeARqfhY89ZzJPTARhzo6BefGSN5ktqrNgh3pfhL2odrPNZTxxAcQ8Cb6G3kxzgTuIhusgPYXtkjvAMc36VJ3WuKWWIdxevRlTsEzy88zMCodNCBwyLWtbBorX1heD/HQzMxHKiXgGL4pn0tC61m6OjQLEr0o/EgFHAJx5ckUgfNJTlyrWbFqRY6zPdB7IEuoYzwA1RDDbUDWiOnwGYuauXO/nHDU5LlxQvUyNBx/fK7VO7QexAEhE1FoH03uw4qAgrJIq8Nk96ZYmBCLv/MFLObepPxwRt9F6a45ewMnRjXCVDXMxiHzWcOD2veLcsk/hZ9mbaBpnS1tbWIjY9AG8sxjYDSRTzH0d6nfeXH0kBzhXjyE19Af1quExaQRcmkuaZhzlzi2+ezhEbx84fP9g8E2X1dXtj1iGRVwUbugOsT1wlN4W3m8hZMlcBNtQZCSI2dZujVmxGVCsxIcnl1H5GpAGgYPgaBUvblGWF6zdMDMQhQ+tpeGP5ANKcEMUw3wW1uvqX1IHqGq85F1Kk4QrDqaqgfRUqLpW9UlsxWKiTHTVT48AzszhCzB+fyjxrTXpXx2N1+EABHqjBpkCHAQlPmN95k9Vh79VD5fU9PzJmSjNXQ6T4TFzDth8FUbLYOb9qEAndQCcO9rilFSXn8vU48dcblnYCQDKD4LjnnVU74lxQEyf7AXLQhUiLNqWuo6n+LXTBNj6AND/8XHnlo4av7nVh1KA9a070uPyBqi8C4N6IsTmUFNv3FLL8JvdK0YzBGSlEjC4G3AaFGPuwQZIJnuL79yGiUmfU5q7JD5DSaR8AF9/kL3MV2dNwK8XMN58ddowP69cqkSFyvZ8jzOe8i1E/0+5fgZVkM2yQfCW5wuYzkzD6+2hd5vl1OIPs+zOmQeq5ooRR64EMvw7O8QDOiZcw6ymD/E766s/zoCat9eUAZ+mH6QlFpQeeMhGtJx6HGWyKnxu2qVWv+8PF7nBp4pmWSq3h1dgu1f3nNvkCGoPKL1fkQjEsn9GAPv9fRlfaVauveD+piJLDw6HL3K1WdGguUL1X3/HZXAQq4HBy9YwwEuPp1CiarKwJPHxEHQwhJM+nqyjp/5C90C3h5vTtz8PTBd8M3wUAY3n4m5A6TXr8qyZEBOophpPgiB3XnY+ONz0JmWVCwxXctVslRSy98SSOTJlpOZdG5mHOosqH1NZnmNyXEczmuk7U+reixwt2Uivfl1BYTOgWIm5ndSZXWUeTFqsamXU5E+rtslcfCdu4K8d9WenJtB/mIRFBdemvPLN2v5cERmu/vkRPt8ObPcFZdRlmJdz+dLAmUNV+V6TVmza1WB1NGkGjgNlxGfIzz5DsIpcG1Aqt+SYq8i/nkwhpPwMmPSZ+kyW4zoT//O5wbKWVklvwx58t0QSHDJVNeRYgWTgN7Gdx2WcKY7EsAElB96qy3f2IlfGE1DFe5dv6M17t9eoOphm4DRqysZHPFtBbL5eMOW78XoNrXmuEwhdM5Dr5CB6Z8OqvF6lN+DCaOnIe6IBCqqx+KkgUslhTOLGL7KD2QwoliR+RH0IVcxTWapCK9GZZnIuHSb7mr6d5vte9y8Qn6Z79abkU8/kOgQpEDSZB9I51waUP3gJWhZeT9D84PfrYmqIIdoBpvK+9dryPUBLUGbFs85qRvEUWKbAMh8uySoGDSg5cYzG4GtIsNUIpd7kfFlB5RMgmI45Uk9AIiiKGeopYiwRfCxqmdfHsUFjtpcSVjWegM2AYnXuTIBppzWpQBON525/WvgHkEMF08PGMkm8Rp4HZOk4KbAK3qi/NduqQSyh6rAbnFmUYYjQT3n8pD0js+QBafpenNke/A6A907gKkwbFswpM2qDRUXD5MGzeTgPZpRUB//l+YfhIUthLQaH+Zdnwmk5Qcft8SoVeUdsRY25zlz4U45UagpAk8QpLNc19hcalKFQb9ERo2U+YwZ9D2/iY++Z/EY99l7tTHoG3d99quuUtXwqOeNYe/+5opTC3rstVH2eLDSNn8KCWhm/lW7AWM2PGFgw3PKOtTZsPOvM6zARL6lmqAq57wGlLD2nXRi4y+Uqnkz3m0lAsOEZbVOZd/9j7vk9zzS/YMiShE2ZB/VGHSF2cjOUqYbrSKYEIfODss/KbDV/BsMjdVrzQB7hRpUXzV739M4zqS+7ENPlVaK2wEoZgtg0BsPBmVsIfXO86vmUjit0XRFBvSyeDNOPzcyILkuAwirgDmNgo4vREj26hjOBWXRnA5dPerK+fketGG/TCebrZz5r/EIL9vXqpN+L7gxk9tlxuDmGg+4+APxAN4LFyzyNBjkbBYPNgGJl5j4CvrZ2KwqWO4DSEBSvECYxB3XYlJD3Cv0gqOtnOovsSaM0d6m67QbK16D0v8hzPkk6hoLS9++hzm+nAHVYMe7lbBmRolHTAhrjIuosfU1NTYZCfBqVgdnthjP+cChhmhmG8qhHb8i+XZq7PJeeu1CPk4iDZr/ngD1LQKkNz41Vy3twgahxxr1mlgBk0YPxIQ78HCA8vWaV9ZW685eI4xzkKWzHA7RnPxnTs5ZUIiM1c9btXFBTs4L6MnMDbiwqRZww3sL3lI3ETJ7CvGoTIeE3Oss1NKh4wsQWWYFSoN4tWeNqoWw+BwOmkvwQqABcS38i/kGd2fFAe2UV+Ev8qvdpznZFhsFcH3UO3NcnEpfhp7MZUNxQj/qkGT0mnlXcIFv64hIk46iZCXbksdaHxNxC5unv4wfpGjk2rMcOhbhnKGxNJQUuK/BFZy4FV8GRRziTnGfj9L0dz8PGzTwMV/sHZ1DfyjWBTaPaESd+5Kj0ot7UON3v3EPUdMRoxCxHp5BtoiIj2bgR0nsNbpl+68NZbdWZ9Zpr/hdqi89hNMlxKtQtB4lVnAwUcFMLcQe2KpwUznAWWl6AVmIMxjV1jsOerJNmlYhd0YIqXKI09zKuSyiwNQzjvSRjZO4h5EYZzNh26T2S9HNYHpq7MLHr50bvp2lfBTNjOPx1qxY767fGSezXfhMLZRj0fXiOJK5TPruuiFlS6JpCKkm4couyAJTgAcV5TDLOPNLEwB971ATWmRaGvtm9C3+JOABmDo0jmANkN6DUhJqQEmO+o3g20YxOPHSXepAxDlAjrtKzhppXyNwFVdEhvZdqCWwGFBtWY1kcSD9B2IoBfCg8MY+bnEob9tCy0nGiNJk4DreEMVXC2P1XS22Z86VAftRVfQoewmY96aRrypa063XA8I6cQNYTnJoAL++Q1G9/iA/Eq0Y/099696WFVNOOuJLEfXFDbyhMIvBAJDKspJr865geBesRjlDma0mHARtoLXqwexwMm6yWv3tf446ZS44DMlFwJ9WBMvYRpMe39hDbYDTIP0U21f2ccAbWyPVs76Wq7jVaG8UA0cqk7swFOYkhvdSpPKcliYS7umvnqcbMgpPjPQE4RhN6frxS83ZWcqzXjjRaX9hBEq7ULORJaHsMDefUUG9OXW2cXQqlUsFIQH7/CGQrARXV3y3m7eVXkchSuYsPRmu0YLZkHw4YIqo92ns78X72z6czMDIKonwacTV9pzbyRCOgzcNi7HZsoRO+M3HyPB5o3nsl3oAmsiq1Ay+iGJGTyAuDWEI510QcomCU60fmrdyGDZPZz1YxAIb3YuJCw6GZOfF3D1cqjLpNvZJHiJvTFPmVAC8QNaQ2VWszEQtBIHdnslbFrCZMDNP8SEWvDty7E/CMOGlw32nYc168DKyGhO4Q7QA9Z6HXINJgArKv0GYkA8ATxHQJ1xTDB3gtHNFWGviWeuNw04eUjS4wKD0zUDKihYTakDc/6n84L0oQ2mQ8AUczPIQ6fLeBE9+155ooTu418xxgyRg8B6rnMn59fcPnKSvKGDwna7Y7WB9aZoSBDJSPWDK7JyJCQsxhyjysSmPH7N7P+kgBYt2hIfvz1DcrSLZPhRHzwyj5521SymYdKkYVUCt+I0r4E4XqNcKqEkzs8znzAibCovQMN5m1dozTQUSilXU5DNk9mspzTM6kUff+LIiBkfls/bPNIGRkBZjwrvYN4gBslStY38tPXfD6Q+TnznSesoatwrwGlDGLQERKLke4s1hYxrfZZkCxYTUSACUclC7L+dBLQlxuU+zVg5o9KDb9Pm3Zq7Om5YXjLLiaMW+wHfjtEjQgiSRc6VcGIm/Dmq/01+wDvPkGeLAY1ilG2uBMlGxES8fj8NYDTr7bnJF94XKE4c/9BTy4oDHLPkcSY94Io/M+2EF2E9L3YDT1l0tFwP8O2890Z1tnVFG7VNi+Dx1h0dyQDCjbQPFPATK7pd6CM+7oETk3iatUVOPUb4ZxvH8Ax3rB5bU5d4sW3h+hvQYPkxRKoFqxWwP0RSt0tpe2MM9QjLQzamJizaySlxoaY86MABW5Sl3NvtOwI5rGehXh80IdTlGHU/AeKPvNUmWuuQ46WaMWzxuMl9effBAhUObr38YHdb5uB9m7OHuAPTmltSujDhhacQCHvN7QzzhtgZaesNyxJ+ey5nrdC7M110CJUd2aJ/afR7+ZcBDz6cMU5zGXb0O1+5hNx8aGjdxzB1gISxT2LmxDLc7ikR67aQK3KEsMDXiX1VQ4fZu45U1hXBREQYoX4BpOho+kAtO9wQ81PPRdX1hlWAxcfVP6gj/0YbXBNjzGkdnvvAwb+9C1agSxVV/hPP6oX/wsnh1esHqC7hexEcAhwFeBh4YMCudgj2KgBW50cd/MzwNf48agAai9llS4uRii8joISgGWQ/QIbVYVUD0OniOJa3kVf3OFivxNE6L5oYe94fOUlbYZ12Cjz2PisFcX1m7J4kRB+AQgIQWCvOnjOJ9yeua4HXmMN4cpzmN1geYimDN5bgfAu53mxyMI32+6Z29OHAaO34aUMy5YL0tXMhCW8XOZwt4+bVQNY4PP0XioXAIuLyP7F0yBdcb3WJGrcB9GtoPdDVoaL2zDAAp8Add9da4eAOv3+mWMqWoqLP4Cvp3yAeVq3oVzkZhNYNcFiEv3+LMZUGw8pYT1hkMIPpNb2Jcb1+LhPbgUKoitgCaSNIPFGH5kfqEFfyS9xPD9Sznoq7/MmydANIwGcSiHRiTTSkxGdelcCKucERxivNyBs1ByPIR/cWX+3iF0ZjPlxLW8O7F9sQBBeltLI9e8zOHeea1MPyvkUDzE+jxFIScDU8WrdHkDxD4J4Wp7J8ofKS6m5bo+/24QtmEASTxn4hY+tJRXqKHpXujT6MgvAWeWE67RTi4PtJVJ/MA7Zt9PYeGoOM8hBGFGpIXejIINPh3oLLbnesYtGVhcD5xR9Wyyfoht5IwD4HMLQt1MF3kNrj0aV/kvAW2Wo+wzTzu+Ziju8qb6vF42n6ehDRt54uEsjohKHFk2mKABn+VcXsMWOnNZnMaLUMANdqnhJaJleorig3q3m3sQDiCwl/V5Vbyjv/LKgxlwKYznchjh2ZFGwA9zeUxx3LlFTf7kpnRn+ZQAUHLWkzsO7GoueHMWiAnbyOtUy//xP25KVQgtDXvCnQfDQyVPdRli/WA/WLIMdQost6RAzzD205bS8i7d+CFX5ykrxa415JcKgiXuqs/DLo/ivFkbQtH/bq3LKSqJKK2pRn9C3vzhKZ0QIlLzqx5yUEkUcyW3LIzsmMsRUQ7D+jpwTDah0YunETUlnFNyuYPrvCAi0IbGievkW6PxmcMFeVoQWcd0n7EfxT2iETSJltAk0iytCHtPHVcetWC4qs2AYsPqXEf9PP54vzPOl03Pez+t0jjWhOY+Xj8VO/WDpwkzVobCwyzhO+1LbgRMjVPJ/IJNBrZziRepZah4Fm7iTgwNGey/HbkZpuTJWJpIRifDmSzZ3PLGfqgsPbh8pRUAfmud8zUPcRyotA9ayx3snzUSPp3BJapknRPPxvaSb9Eq5hg0OAx74CVZgaOUzRbWUY9YTiT152FQn0xZDBzAPhDehZcI5QUdX2b97KUtvx57g06N19IA03VRrtR2w69zIr9tUbvRFXOZZaAwo1QDKkLYwYx40gTNn1IRqA2L9+mJYnWHBDzoPgOUCJgVZ5IDtRbzOnU+e9gDN91KaTv4L3EWvwvr1ZWpcCc6+zYPNElaKWm8bmdgghfQFx5T3GjZRxTP9LzaDCg2rI1GTWseTPfKRbzaOlC9ZLPew/oNJ+ncQfW4+0ibaXEMNMgiOjpa9ZbISZfFjtRsIrhVeIBGJsIkDgJvzofKsiaX3++gZjzJJc48UPeL6hVDKcyQDvs03+wclXEs4ZA/P7jrwGG2fu/HgZ7X+NDxv6Z5wM2B6a4zGfByGBW5SpzvYEaWD9Yx4xwEfP+GyWlTKGH3gP6swI5U7EljKF9TYdttlpnY+n6AZ2eI3JK7+Xe3rx/C5frg5QRJ67NpXBVdHEAJhJZA2/VkpEm+o/6NVuBdoPl2shoAPbjA+kvgJxcTvlSBQQvInQeCzdU1f9hDbMZ9PMYRSl+FR46QZl+MID2ZsRM0f1TI6QXiBktG4jdwMddzMIykjystic2AYqPQ8EUpmKwV7soZjYRZvmm1aBdRImsHqGAFRU/QgBPfNWBaXHDOqrUFhHIJBooMM5Bihjq3AL6iA5HfgeC/Jm2zRxznJwSvN5dwSKGGGAq+ChN/0hVt68Nq3nAdTZ/rIELTUy/a83zKXwzKRfz0r/PfgNEKW88oNHjJ9PtgEUNhM0wbHsxBA6FhRREH4E68Az/adaSO2JTdWfkEfFuuL94iQq978r+4MumziXT7bCMu4nSuDCg2zEtHfmRW9dwZsQzhAhyPrfNUe1nZeMqJUaCJFfYb7sLEftk1WAoy45pyVf2+D5ZuVF42osD2a5w98JYx2fu8cA78FG77KzxOMW7o1bJRgY0exMiGdGQbjX86xsyYadn6QA4NINH+Foler2jH+HakUeHF2yhZ3aKN4DkDpnw2nsltZhOZC68/ZZjaZ94of+XkUyUM7YxsKkjpAcV5AjrZmRyQHwou1ILqrhKSshs8YoEaYghy0BAEm7Dl97MeLmtAuM8n4xoo+ajNA3lIoAwiS74u62AzoNh4ZkgEmnaPo2nfOGb3Gs6+2q+ibPqVKT++SU4zSLklovMHdJCubOvfA0WTrnjPbRg/LhTGwKSKE/NVvwvQWDajCuGgdeFMJxUhJePlFPoJxawxt1lR/KDjCnVGuwQPWNewP0qMCRtOgO1yNW/N3m/S6zQeuB1VnD12avrNtmnFcQnMMgt4QSMJ9jZslL8ymSmc/L45LYgw2jH9m4osnTI8Y6pomebfljC9U5bZyU8h6CXTXb5NoS17aR2oSbtsD/umvMpP+Jp1H/khBXBpk0Jfz0165QGl7StSKFGaAFNgA610lps6RLvzgwPKj5pn7DDMnZlhsFY6AmNhuYnW3vbspGXgca7NKEMwfia2wIaNok4CxefdZtGKYRQXETwffg+WKNTvd8jsxpI6Hx3ntJMCg24BC9WF4bcIlbs4cKkdSr4zGDtAz0AYBOWy9JfsSIPolAzdlB3AunSBWXMzApZoXGxTgWG/YZKySGokIX2DYJWp+0nkZNPmnPRqDkBwz6l0kLr7cX3UApx2QBwE95/KwhWDGD5uKbtzMJ54AP6hQBX19/kuFUjFjvvbiqHsfKJbeD5mC6VMR+kInX9cQxp2FOcRG9u8Z/Z95I9kRElJ9aTfQezIvjrN9O+YjQJkncKWHm3ILllk2tWSvzuzQXYA4DveZ6tIQuuHfG4ye2v4cNlEQ6HSDTpvWMOW8N4o/U3bJrfYur6FGAdUN+lkbE7P5iAZUH6AgB+ghEzmJ3z5qYsv9LLAzrYqbBeofmQaA8ph4HAIKPegxKJkHlNcJyOGMVxI17pX/18H8J1yGBRFT+kUaKswmxHM8lY4rDHQ3yX3Hjsuepbp1DETtos7qOYpZ9gAlbrnHHqh/AOI/eSkMJPOFWCufQrpTnm/Gas7GhC7iNmwi0n99BuqHuOoDTu4RBVQosiW8PmmkmFMyaidEt/lcO2cVJ1dU69tk0fRLJiJVpVl/JhfOVzGWw2j0GBPGs48sFqvQdkP7M9I7pjZg0HcB2e3B7Z3VGFjKAR3HK1zHxklTTWCpt/b/7EbB13UVT27rMN5ZnzGsz8FJjUx3Qjsk3gcZSYonrdxbptvP38bFsMF9e2ViHn8lJ51rpNSdi4Dm6/kJyJgA8zc8HGuvv2m0oN1pA3cSPC8qRCXvnQhUQLqySOMpFkurqoDUE5TOlH7223VFT60y+5eaUcqQVUnw0D193/9PyLRvhxqEtHcfBnS95uVTPXUdmf0wGCK85g07AgZFwT39pBz7yYSVkXmoi13IFqB9DDHZfpCAtJ7IgkQvgHXFUkoerI5QkZ/HtT+24aPOnCCBjplvnCcoH3npjPNPZhK+4w/kaqmm4fpIVTjYat4glY98ChUaqr+NxW12+qC5kpY5XWdAr4K5wF1NF4enWS0buBRBpsVpZAxrcc4/hb7TM7EyEPVmJg+NlHaQ/pTtmXUdgTrSB9NnK5RjVXioulpH2bCVnGW2XI4lfqH8iDnLXJNMQvUacNMBHaEHvJ5Aj2t3RIb5mT71zDxxXl8nPalSeXbAh/egwmL1N/NZCM6jpag5BSruQFRTTLkU/WvmWyUQ3ldugODUh3oIZ/X/vWXpRiQqUz8iyDnvA8JI4BExGzJkDOS7rnaU8Eze+dk5omJzBMT2SU6gkaoNCfcllxh4ovzGGFEEm7HnNZ4y8pE8rpJda50fI9OsgKBfdUu4nVXmNhmHjW18fIwOX424yuFstq8jlK5oh4w5gpM2KB2BtO58CK8677JzD5cNvLL4cEwsfo8euaUdkDDsqswqtI3TN5lKLuBGdr0PgxvsdRi9dvIJ2fGIOcNgS8mWLslTyWbf1C//Z8nWu4Z00eceIkhn0om7DR1i0Bk1BAUqZkKeSeQCrINne02m7R1Z7vNVJBt4J3A3DXUNRD54xDkvEx/a4ZA7Uz1nFnPPDGR2ccmU5zH1L97CGLGoJolCi+B/mj7UaVkdf7gJZO28/A5rV67TYbLHGjYDjmjCbtNDB3+zRfknHcp8/A94A5icEY/cZtcgwsw9GEx+o+T0PaUaZVahH7Iv4awUu4kYzovBdFaUryXhHvhVmybjaxMEnMYMl0S+JGJG8yLot1oST1puWxHExwWMmS6ZOSAnMvmFpsHipVoi1bDlFRUgc10+6ob4A3QC5YwiGndgmk7Ww0ysc0J5Z87QBOiuZmutOpRsPs/DBy+BMqaFLz7ZjGCOIJSO8sGrcG/5H/pN3QlyrwoavEtzFNM2NMVWJVR7oPgbzlbuwGbz5imK+4MnLKryynqatMul+Yu498IxXefej+eBjyXgOfYU8STAocUqK3wig+kZBpRp2qOu0AjUeOhCcf4g1o8xpG6nOISVdhGR41niZLrKuvZxaJcAuXMQ8h6nTQcpAUHaWFynXcpTSyvUL3iNUBVLm+0D1rxc4ZYYIQas25NygOfVZxEi24H6cY+YlGv/3LIdmE90Ej53AZvjShb3funnwl5NgfUFNuZ/T6yvuMLgnjA+QKUIBl70qhHLG4xhqcTE1DvMWU/0E533V1K8xaZLvMd9dk6RV2jHi6OPKYupxCxGfu4nwttABsFRU2w92PWSyNQasMbciv7PlVQc18V5F37lHINfHuhDdxPNa/ziQnMhS9gcbAfSm3dQedWGgCddYt3At6HcbFzUDgCg8iVjlgVLjGIJUwfNBM2dkadoDDhPioLLIMLazXfFaAmqGmXm09GTV37D3AMrjXGjlQ6s5mX6v/BGq8Bujl8U4HU1egmcbYsB2jF157rCY9X35UjK6rtOPYP0Fftz+eWi9/Xhi8UbshSwD29ZZQYIMb0OuOBV76GemNjiQJVC0iz/dYkhS3e8J7jYpij5Lq95qU8fAR9h23ivbIb4aYmXOuMAmeylvUFJ18usRKldry6aBCw5FnwjXUBxoBTpkWpQGpmAd6C4BjMawwfa1pUES52ed5I+T0wbw9ffvkxzdQ7MYO/AK8ecK4HAFfZhVLtIosvGPdwdwNGVoGo2poJ41QFgtzUT9lyIxvmAZsBxUr8cakTNyqXADRp6Rqu12pHjHCDdbc6cUiTtSB01kBemvUHnUUUa6zU3qeJDUBNcVI7i15HHuf0nIJvx+L3oPx7uoGn12QZXjgTp1vwTDJ8fY7lTANqgsjbMDRenENwDXmoAseb51w+/Tx9MP4kk2ap7vp3KU3Y3gG0ZS9VxWW6HAXR9BqIzC+/Y0yIUqhLxsyFHWmMrLMeJdtHz3IsngAeE3bRRf7BKerSTGyn+2kYXacnhSkprj/fcVg81GlRLJAsruGMalQpDK19xRFaVZkKFeC/0p+AkOUo4/SX9R8Eyxf3pvH7a3jSXL3HN/FsDMUaAY7SizjqapdlfccXBH5zYPnY3lylIrX4g9b22wlPy1s4aCSvU1G+pGodAI2Hr6FCm12Ul9f5kY4Gt6tHLHXFLm0kXJ858GWfTlBlax5aYcNi+PvxZLNgh1AN3ZNEZ/Z6g7go4Zpi7dYVfRIWIBLOo/XdO1eZoMbm1dIyhSHi/xhCsO7CwZXpLXVHFqX5lcX4cZOy9JZxuLM/T/sLeHsut6Q7a14IMO0+OrcAce48b8jfaSVUo845ILq5oPEUEJOjoXJjel9artOmd/iB1ff9uZzJPuziCGXmSDVjSwHxjajFNzxGfl4cloAoJ6EJLF38HvtNSv9TMPTYAKL7TT36ecCiMASXQBxHHcVak+OM2DyLGWlB3PxXoMhZhBrQwPCUz7FPCF7lLJfPaIz6zRMxPZtmUWYQ0k9wOZNt1NkOyoZL8Cs4A0qA3M9nogmLA2FYSRC1pGa8kvt8OAt+gPMI7TitE79y8lJzZC+BstbwdiM9QUipGZOYW5BaF5sBxUokUJXEzAoTo8jI394N/uAlHmk0Gq5TjjTseHNsFMoamHHJpomSH5JRB6i+gK8P9LxV02L7eq/cUlbuHMj29tmTo10huyW1MXaoPggBUKE8XAtHd1olMh+tiQVi6e/9DSt2DtHbpsykn6ceWTwfrlKRBDxw4DK8CNmH91eYvX8y1Vv/Th9Wa1P7USofTc8DbYFqb8B+ynOX0lTum26VPk5efbkO325GpI+asjg31OUUPW9vYmeZNzis+pfxHEn48x1uIQ+zXYcUzD9v5gAEVgGcYFZ87s+AsxNwGbgJf1Izw4UOzWyDJxnh64PgHDWgG3SJg8XRT3dK4n6Ap4/mhycspgF/aRQCX+MAbROjSLlQwI0qr7kGQDIlcO8P/UxJk74XPh8fzLoyXTmlMQK5c5M+j1ZT/KFG4LAceHeErQbypduTRn/+R/X913RTeR6GdzpsZUw+D81GHogYA89X1rsqoM1cFooMD6NIIPkwtJS7iZqowBdzMU/Ou2eVRNTpz8mwQ/BqYwsqdg4DghRIWkz2t+5Bsgnmn1GowZ90YTMN7p/ku5IDuEpF7furFn/kuSnu3MSVJPgUVa9Nb5syo56nWD7Qkb7eAjTeBeAMrlCDP3VEeB/jCM2hfCLMuK0uc3kEVMhz0/OGVwfVu/VzuHwV3P66wuOHxTlHzTyLBr/abx+/VlB4/uspudousAw47AHeB0UzJ1cP6LEJRnSZBSxC/0jiOuTC28g4LvDpGDV19Kd58WZLIYFqPLJz5Nu0FF7iLJD+DqsEcwaTLiPzAzVYAsxlDL1XbYF3d2Pu5BCFCg9Fe5kqt4nnlEA7wa54o66bVbBNeok/tHfOlftQ+ad4Lr/vDcv2YGzUuv3H7mw7CiltM55fb6BaJNrU3HU5xckz3qp3nB6cgQmz4ND4+hrDYGSmtanM7RQAAeadirQZUAoJk/wnYu+vzu7pExe7iTuT5kyk35yVuImLz8RMrqXx7QVT1ownpa8+qVTzECH+JoLzSJ/qHM7Nu3xVeQL6zCVMfAzk7sOZE+HiH8Lz0iaTOQ6+xzlfQSHtb7sCTc2YmWprYEqv8drnadLKiUy/8jlgQOXNBB4Od2NK1PhcCwD2vbSJGS9C4KZ9HO6iGlBq8CeHRXbjiaVwA37/qzo3KUslcUTHLJdfqgK7z7bkF03okvacd5lIxS5X6SyWm61LVhjxXAxTBo0Hsr+/31wWxYz3rWv0voAHk76byCdpc3CwTzHaFuUwOLhC4PlNTKqmGlBa8AsrnZ7wj6ZM4CGY8rnh56A4j6le6Vq2sDNlLTwwMntkw3JM7FslvS+ajVSyh1ceBt4S7TgwHo2YX2FIHFm0KXXvJkGlyjEhEia1zl8mPkNM/OhzEj7yIEL4QC58lpuPPknYfHhdRvI975m3TaM+J2FU7ttkKueowaSVEwm8H4xDKeu9a5fF9uGaWKMNDh5jX5nA1jAlMvd9hnR+2deGWW1zH3Bsfx6E+xesl/tBqB4APaqB6HobNUtTQZylqsgUAT+DIBrzeoP4ItcKZmm8YDdqlp4VW4lG0KSBhJin14Ay88LHFBPzAPX9nfmpmnsogLGiKvlLGZw/vgeGiVoE7gSxLASj91snBcEXPE76lHRHLe+PQPjuIl1wIE7OoH7NgQaPqDwgbkgQM8g+0XyHL6uYfwbXZkApRJjygj1BAwJWXoRH6u87w2DuI/O2Q6kGfAbxg9WH4GkmFTsLK3mn587JJcMgLGoMsNvcDSLPbSpqBMLkf2az6aN2RNM4n5W1BaUlTqMTsz2nL3EWvyXrkd3hczfDneIUgAkwLV7jQn2p4ENzUrHjT2rwwYYjcDvTikdweJhxR8uE28A5CTcFdqRxxq8qSupFdaUbhFFD7zss7Sn8zNQB+sxC63ET71/Z6PvbKh36z2Ha9Szu+vtNa0vWMrG8wuA18XBf/X3U28vg8X76aBYlQ54QaUCzx5Y4wTo8BI1Pq+mkAJqoLeipMGvtCCZ0XghbFXM2DRSFmZM/5rNqX0KCmesuZCRDxjk1M+mTFXZ52MGdEAcCvFOIyJIZxlxtcucmrKsLyxTYOounsQ/iH7Ka8bIus6orKBc0z08es9g0JIbuX22HRdnP1BhHWPBwLEFnQlCMaucm02P+NoZLVbS4BU00s/MF+EVKhfhtsFJOUzMealtWAkXMwvgg34MtF2rBWPW7MXzyUh7I4QBUYwzHRPZz8/T2brszRP5EDc3U1/iZoQbPnPptLoizoLbpu1vvk1J2LqOnfM1YWYU59SYRFQenpR/i4reo2kU5kUxapq7inSWwVH6n1ap8uf95DM29KJHg3/q/ICSG723z9zyevp7tU84p6jKpb0Zs/bSDwTgsMfPrcJQ6mzo5fDYOJna4LcWzlMrZBbRhWyQpEGrJvaVCyewpafWSprrkmzvtoqVR4sF5OLz70QkzGFBaMnbydEpzV48B5Q8WD4bBB4Hv1HMF+g2iyhnAgG5IQXEBDyZ10zX0lCCZibPmseeC4ecsAVhTowu/1agHoM5S+lumjQ5Zfhe2Z78msHx8b22IjCHsSStQi0H6eUsBlAvAON1lppJVFvYPajGpl2kz5iWnPmHGzIz2FLZrZyOXpAK402htFA9EKNXlMM4LF8wZ0jN6crA6mxr5Jfiat+688azcuQ7aUcB/7MZBX8vtyZUkgnp8xooe/8dFYbznkZZmhwtFsN83TmH2uPLMCgWG56+qupwifHj2gCcXwGUQTBJt+FoOZSC1cEa9Y/U+NaMVQken/zA5Caz5KKn6ndwRummEKgFMnwVBxp53D2gOisb1UZkKTFU7xr9r/sxH+llMx9rvoCyUeoVJor7Wk1fRUyR9vPQAx4Jpk+srfCrq83XsaATTQVEIUdyYswZaDodW4n+Y5kHvAJTGMZMzwNxHgIjQ/laMbN2x9Xq2iwTgS9QnpGCunS2NcREnanEjPruF2dPGpmLH8cg6BJ5XRRGtReBHMHaVZIgsYAGNAkbxhLFRkhpN/y6gPR5E1JXsl+vVD5kRdkfA5HqzCbwfnEPJp5i3YM7bk5i8P2dL+uRds5nccjavcaAAGmYeHuDM7+erE3hCk/XAygQOhQDpRIB0KjRtyi3d2MjkprP5bXDB7M8HCPwLAjMZXh2AwBUQeFqTFckElNYwWDoRXq1Hntqxb8arGdfuaIEnObNhZqLmg1z5Osfaq6oUf3bxQsaOBVfFrPtJBmS44HHSWCDArHXnjvEUuzYamitWbENB0AHOfUajn6JyLlrAJNqXY+wSSWDha1qBEcR0+odLfGRGD7we8D/5KyJNklklrZFsydg9EsUnez3W5RziqmSJPKZRfsvgH0D+K0iQXwAdrNA2XbzkG8hNY5GbxvKn/E+haFNuCRykjpcmPW+FrBj5ITIQuWkUdyvmbfNtvj201+6s/BJV4dLy2DxQijg7ac8RN2/GNAgjIca09LQ5clW1fu+hDTHVGvC+WwQpiVaKgO4CtJ/LgD7L2VSmB6tvYz7thnIQSz00iU6y4IbqqJ+AOgfQT7NsCRZxjasC+AEJx8xft16uwzyF7UkKAzAu63YQOBinaiPwhrrsEcXxAe6XKYb6sorPXstN9fw2Jpp6xOqGjBQgVa/e4JWK6t1btVICF3O1tTPgD+NgWVvwr4OaozYTDyiBD2gEdYHNsOAgDLkfRVJJV3VZfJ6bbzZSgJqP/qSm4596PSdW0YeGDWLoYLed2DTd7WJRJ6Jr8Qd3Ka1Naw3wIpdwJpk/DYTw5AY34BWA9+FLPgbI1iY9d1qB4EGGMaBxOTiuJyCiGgmU5i4AjeJPMyO64GZQywPfVunL+30jdGc/feBkNU9KmHoT+mSc+7zwE778hC/VSMC3yU/aTFI2iiZ7gD2ZJDGULVBvCxAO+AWgfhPzd5efoi5by0D4EvBeAgwqD0sGYPa8k6bgWoJx5acwe9BkOOSDOlDNSXnZNO7ddFW79uWMl0vDngQ8eExxavAnxTFznDYAbrxa46d8icRajhkwCPbLZqgpkFH7D03qQk+ox2/8Q3mte386SSXL0JrbVAKqVYSxCQXc7HS6wOTPNf/vaFp4fjqPcSQBD9Zf7AN+c+nVby1X3WqwIRFKACfnN4dFEvgYb02Q/Sf8B9quhiiY3EWt52e3ZmY9pLyRDMsUTh9Sst3yKYASAkrEDfD1hsjM7U1FFRC4A32h33xdOYHeQGVHWPLIHL4GdYDerKImSld1iVLlWpY27cE6grRtUadGAH+4o8crvR9QU5PT4H5oMXCyguD3eYBAVMmBWB52BKe+wHzT3psdWm9AMZBdyRSU/cB+GAB4zrqM2pO0PDYPlKeAf3Fl+YnevCpL5ehNYArLZkMVsYn3WcYlqvD9rR70uJLdrbsg2S7cKH5b4rfCfHWmzIBN4gWIWpx9ZdmRdJB34Z3BgBtPbtVCflYW9XVlfsL2weN/BWukYpH6zU0MDTkgu/KV44d0kjegk55p9tQFbBdu2JOGm9jOAisYEZKB9ZXgebGV58VWLiTWIXd247bIeRW41FZkZBLJwgFacVJ2JWzKAO2yRGBXqYz9rm6T50MwG4nAXqcnDKi1hvJaOVBdYqnHrtSu3JCdtH8PZDvGVFGNs1dFPB90j8CRx9ptBg8O502xngbE5LuNI33ghuzEfO8h2mWnqKvTpsFj872bPOEfirYN4dd7cBXd6RJ70vige4T2mq+vZX338xRgfXX1upnFuG4iJUjmA98I/hDXzCpWbKNwcAa45ieQayoA+R+o7RJl1O/7StgA3F4hkFeqo5Pqq4AZODBU7QPYjzRfpaMd1Peb1xCjxR5TnIh6H7Be9CPBYj5cG/hVpLH8fWt6+5jOgji4f1pwM1DwgtjEqIPfZCvzP/rzt+xE9TiJuPoEPg3XU5OluY548TzFEiXFEiXihsyVDth1yrFGDACP7cAdrok/KJYo6XFe/QZfGy2Q5YohyxVjouifactziJaXtPv1Fd+Z+8AswtyrcP9oxjHJcsWQ1YpDkD+wHDH/NrWv3dMOiR2Ad2QMZZpKxlQzQwP29EGWK8Zf4nxGmy7ptqm1tJBoUQ5MlLu0bbi9WGST4HUBXr55W3vNSzmdwxqhR6u7whM3wavSDriDc6nziPm3KUgDuAdQPUoiJtwkL2mT84LNA+Up4Rw1+INaOJihm5yg+Wu55B4fDvqvurCgUoVkZRuwZIwqxGWPWd1gksqUIkOt2QH4GJxKqD9HQwNi2D6oO0SPRMwfxeWZwLlKMEiBSMV8DUFN7jbjNgzmF6CxmqJsGPCphXOZR0GfSGCyxoqrBx/gzdrwMJMP5iOKa1OcNuAEWyv30rNlB5jnyQg6sAAYYQfuTYD3yTAQzwYl2kzHYoDMt4xvCLBogjrBkQqMPkX2rABKhv5Mc0hpo14BxRPomL3+zOciMwU5YDWV44BbPHyUuJSbbmpY3AFacUIjHJiKXbZjsSeNrmV2kXJJfQ10yJpfOV79XPnH7aKF1y8AxNCAn2lFe3bik3g8fQ7RIOWBgGrAMPgtS7BJ1vPb64WtuTlk81Ele9vS8eYwr6Ud4M62/CUaNwfn3CqjeF3mcJx6XazhOWhHKpy23mfDhmVJQRXAViLAPFMrkcBBpvcdS5C9miUtvGIPrGKCTHrAgtsjsLdPIzXVDlLN2IZrcIKGOpnpniOJHqyjRCbP1gc4E5IaBGxhzckBeNU/Sme2mDmjXTJwEM69CcBe2nLqUV16Oq7jBQwoQJuBilzlYtmRcDMew2kKxkNoCVofnsJPmiWJwOz7GSV89TQxhoZMu/85DAKYAr6KOokfCiRpCj38DdVMZ0kyDRxDJ/Pl9NHY26uD8HdKbsQD3Zz2x2jCgftqiNy9y8+jzuSn9yA6qO0/lPHc6Z//SMF86YfNzBlofBoap3+MRqPN0HYHzXXNdG1dQOPueQeYy5N1ik518QfrQ1QUV6QbylqNl8N8UA6C0hmYiQkxq41A6cK8NkO1GivpZG1TPX7DQPfYojQhOlvb0lG8gFkw1t8Fa2bbAdVHb0oi1COWXwFreA7aA6wCNcNUAe7Thg19zBgM9oPvAepY0xqzqTPmw3wyfLtmWGxPpakgr9GPlUCGiv34t6dQ/NIjqKV+mkJqFmPMIRDNQ7CkpXfXhVYgomjnJyHcggaUcwrCdz4tZR3aiHZ6i7zZF6avHJshcGsqqzz55l3B4tGqearkbXiv5FIiRHPSjUIDZTEqixH5OYJcMWNmxv3kAry/TGYTQu0tl+Mj1IWpqPfcZDeYf3YISek51oowe4D97mCP+mxP2LSdE10a5KvOBGBGvUx1fhbFzzNa0fK948yIyPnd0Rb49nxfHZX+okSn+fuYNbpwqP//j/44xj4maGYI2wOt3RobNkwlhUnieSYxX/NbX3LlgmA2D10zG4Us+1TX5RQnxQ0y26XLcw+mA0HHoUEscRUC6fj3NjMbUHT5te8bsGoxP8nXec+C+Rd9iaTFjV8I+T5IDVvWg1vqv0y2L5nr/t7q6314UuFr1GvmgvxCcKw5nJVdOUYTAEJCgmCcpQ0omZmS6X5yYPXNQUxw/0KnxPavusPwWZpfur3tV+U+3hVtLNj3LQgURJ0Q0oecG+WPIHbls849VBaB2jo7yRdoLHrj/sNlEu1Xk6NRoWYXziqCDTkUK6yMi51GiHDBkqMiG8axaAhPdHQ0U6dOpV27dlSuXBlHR0dKlSpFrVq1eP/994mKyp1C1Pbt2+nWrZu2rsqVK9OtWze2bzfdXSc1NZVFixbRqlUrnn/+eZydnalRowZDhw7l99/Nq+lc0PxJTfwXgZJVrSmPpKcDs6YSegpqFyr9z5zteH7zPRitqH/jRnJtRnVCNgXxiOIU5xF2pFKcRzrhCncAxsJwmQrjFLO1ZRBQU/ag8slbABTnMaeBX1c0oI7sghqnaSkSeWzMOGJHjsYTh+l3YLiCOhRuyxuyCX/3ceUfMrqfafbF8CCBALmDIVIyREqWbCs44wno3k9XgMsD3Bkin9P5+5ypjJylHkm6iexgIoz6+hs+5L8G636bbUwLDyYll17D3QFlFig5xMWbk8zPNtNgWkQwrxjzVVgBylj0hwguBmU8VM1c5xKYFh4MPhD4ec6TQZ5VYODelSgXpxe6tMcDUK9PfJfK2da9xgH1OOdb33hyGvggJIJp4cEEhYfAotxt7wsoM+D+50U3stfW5yhYrv8AitxixrTGyWS8oa2ZBSM5058Z8YOZ4dPoxkbtIjvSdPam3av2NZgC104xe9ZklqiuFWaikepNm/6eSAVI5Hy3l5m+aabFJgvsSMWZB0anb+3s0nLu781Uv1sNieFvKjJ9+Uye9CyJet9otryv+kf5Xf+ekJAg1Xgy3VxHkhvSr+odUt5xYXrITJ0/J79EhkgnqDyBrEddnMcGz4XSC56TQzjZt3numuOqMFCW1fTZCoo7pD/b76zeSSXpZ7DPkwIkDCxHS+mDVgMk07rbzYvTTjZEFaRT69wa0Ivn5BAG2S2hq3wB9ctthHPguRMmFDrhXcBLYYh8ju5Ts39nFG8oKwcSMiUI84+KcknSKf4jQ3hODuE5OYRvJo3KZQUKfrIS2/bnTbDe2lisp/raa69x4ED2LBSPHz8mPj6e+Ph4li1bxv/93/+xePFiihc3PEB78uQJQ4YMYenSpTrLr1y5wpUrV9i4cSODBg3i66+/plgxw52/mzdv0rFjR44ePaqz/Pz583zzzTcsX76c0NBQBg0y50eq4DhHDSYNnci01sGWHW8/LYRD0JrPSMOeJFwJEx8Dp0mSz+Gq9ffMjnIQ3MUEpsl/mDTnObK/wLImYc36OzuVe0F/MZR0q3kadtwFdoiTnGrdGMHvoDNHVbiY4P4FyQtLELIoCIA19oKFesJG6/EbVcQmbVCSUmAtzE4KsFgk8gKjdZa/PAWmfD6eyTtnwz512R5gzzBQ4u+BAYHz5tEnUfrrX2eMV3xg+vixBDmGkKUpBYISDS7vQY++h/WGqKRix6QGE6nb4BR1QjZl+2pM8pxItVkJNJkdodW7UP4B+oNyGsJqD6Dz1OXGQ0nqAG0PQwNvOKEuympIseTsqzGqdYNJ4/Wn8G2bGJWna24JTgNKPlJk+1aB4M9G88Cqald5x9bnKHjCAMRsbskFuDPB2s0p9JTyv8GMUhBY8TQ/vPGO8cL2kJFOeQ18CteSFNKC1fdi+vtQn8E5zSTRUm+GLJ5POa5nWpYMG2fAxvdy7AdZmpwSSSsx6d+taL5mKPhvJ1vQoB14loEnFUpi7TAHLVEKZLHjdhv7ItXFaIgeBU30H7m+XuSZNVUZLV7AtGPLlNA+HF4RIxgt7zJPjzCpxXlXYci7rzE4NByH4RlHm37kycB34gY7S7ajJDJbn2OufQqhvEMtVwlJGmWQRQqjF73AP3IOf4l7bGogMS7LdgH/dv9lmeeHUN1wKQf0P2OWwwGHyDu8IEbrv6pLYISoRuG4n9cQJgBe0PxWcrf5p/CaGFIojiQvWOyuuHpVDXCrWLEivXr1olWrVrz44oukpaXx66+/EhISwpUrV/jf//5HSkoKK1euNFhXYGCgtiPTsGFDxo8fT40aNfjzzz+ZPXs2J06cYMmSJTz//PPMnDlTbx1paWl069ZN25Hp3r07gwcPxs3NjcOHDzN9+nT++ecfhg4dSqVKlejQoeilsLKROyLXwjTfYN6JXMmmF/qiphXInrT5EcWJP1sZ5fBlwptnZAEKahlC0FkQ4yVsVNSFDRTkZqGbceafILbnUkS0TatfIBr2Nm7B71yn1P3nuTdOgUVKbg8z30SFw7RLwdzZ68B/7AyP0Epzl1spzrj98JBlWfJqpwAlKj6h74ubWGDZ5uab3ybD5H2zYTwo82F7vexaDtO2BUOWjMa3TJzcdgYmLAaZfo6iIcg3hFPWCLLVkAxUrXSDaZ2DCVs0gNc4wMu+52ElTKqoGg8uUYX20ol4ypocznWnAQTUW44emeYceUxxQj4JgnMw8IdQPuZLXvY9X2DnyRfwPQvHPW3W6KKArc9ho7Bzr9TzBEVKdrTeja9W3SM7iYB8JDgpPWkgIiBdPvKLUwSvm4pn/En6sBqAnbTjeJ2Wqk6cdkdALt+69dceIvb6J/xe/mVeSgziC6xnTL0hXiQoUiLvC5S3DZdzBuo/+o3bZSsAc7OsvYNYJmE+4L/aco01AxHPf0BE5AdsbNweb3mYF8RfZD0eL9mOd/bv1FkW9CaYNmh1Y6a8QFv20EwsgU63GLVHqtkfrTZ8TUSck3jJo4SJZrQcC6KbRFYTKBpX1w33QW4SEGN6oEq5zndhHdBzd65b5AxM+A6oBst8wV/TJtU+oOS6vtyjcDu1OC4fBRVZo8KzhMUMKLVr12bmzJn06NEDOztda3jz5s3p378/Pj4+nD17loiICIYNG8Zrr72WrZ6zZ88yZ4465dukSRN+/vlnnJ3Vl3rTpk3p0qULrVu3Jjo6mv/85z988MEH1KxZM1s9y5cv17rvfvjhh3z11Vfadc2aNaNDhw40btyYO3fuMHLkSE6fPo29feFyJbeh6kqV1vw/mfylNI4EIvdDWW7BtXjUbksyCXjgyCPK8Y92lud/9OcV71h82UoqquaDchCca4HDzTukbNS4C4ZC2IvozOnkiajF0MSTYTKMPqxmdMkvmT58Zq7d8nPGDehALSPSl3uAPftBWZNCtb4JXKVitgH0cyTxAldxK//QoOjVlHTP7ELOBmDDflDWwOJyfniTKSbntpqqlvmGRXdzwgG4OOh5lvE+FbnK4BfDmbFfvRL1gIsUvPN6CqqoW9uvoe6i07x85jzKflDCodr4BK5TnruUNpjeNg076pSBmlnSjM99BORGJDgJ/qQGdqSpnfc5EjiNO7e0bSoIagK+FSHUcyDXc8o5+gxRmruU5RY3ceeu9k1cOLD1OWxYhrZkBC/+Q/4yPCjgC1FzFKqMvURFrvKI4tRD7c8kaEqlAEogKIviAc9M26+Bcw7EHw7kT+9jABz/0wfOzCK/4Uad2cx75b/nJfeLnE6EsvImf1lAkyqZEmoGM6PZzRXwhcXSj36Es53sXYdGQIcy8OG4CnBP0V/NMgWW5bfFBcBNBXwdqCd/o0LL2+DkojWIXaIKA4Dqv+9URXHzhAMTY+Zp+o/lgIXqbU0j1FCXPahBzQVJMswLJ26jHy3fgBtzSoGYwSC5kEBGsAe1L5GeWljP1vAWsKoDOs/kVgVyoTMvy6hnIQVVF++Mf1ViqYd/xa3aNhVMmExnGAe/2adYMm1EkaMmahDXQfI33rMEFgt23rp1K717987WkUmnbNmyhISEaH+vW7dOb7l58+aRmqoOYhcuXKjtyKRTokQJFi5UVXdTU1P58ssv9daT3iFyc3PjP//5T7b1NWvWZOJEdab13Llz/PDDD8YOz4YVcAD8D0FJ2ZqSsjV+Z82j/x8oRiA71gLfkcAeooQLS/sOz1buD17imGyH/6EMZ8hk4GalMsgG1ZENqvP4bZF/4wmAMpg35D3aszPnsvnBdySycy2mCuNpFQHWvwftRARt9bzex0SEUUtsYoEB48nTwrIl0EREsDi/+meo4oGD3MPZXkf9PAd8Bi6yJWOsqKN6EHASR9iucbpYPQGaiwj6qPLmBrlKRbYkdcDvL42Cfl5JWMwa0ZAI0YRNohaqonpdZrVUtG2yNG5Av1uw4UoHbuFeMDstIoy/EEoTEcH4q9bw+zaOrc9hw/w4EyM/0H7f7z1sgVlSK49bT4R4nZ20J4aGxMt2+Jv8qU+B5tuJEE2IEE2g5h6sr8BkOjtpT4RoB6PX51h2iJhKrQaSkX2zr7siB1A8TUJo4fYuMZ0Uaog4xGEJD8O0S8+Lf6nuKsEr9x4VGVxHNHyM+FoCGe+ZDjIV6VMdPh2cj7rzijNE+1H1whnEP5Jy4gqQwlLxGtUrSwYbCJVOZzsgDwqe3GqOAXU2k1jgNoTimjHFI/kGm+nMavogymW0yfLUQcY2Qa4UHCyAvRUl+iRBdVeJX0Hb90zAqtMdr7/+uvb/f/75Z7b1Uko2bdoEqLNLzZvrF0pq3rw5L730En/88QebNm0iNDQUITIyt5w9e5bTp1X9iN69e1OiRAm99fj7+2s7ND/88AO9eulLzWrDmjz0goO0AKCO5yngRr7rXA5U2gZe8ihxHSbAjgUQk12J9xHFiaYxbRvsAZ5ol899RA6xlnmgNrRATQmbhCvbeJtMunPm4yYwAKrFA2eMF41FnaNow93sK+PJlqO+yLMN3uu7kszqBQlkzBLmlRSg6q4blPfZingROthDB4C+8AsteNM9Ci7lcyd5JBnd+dXTqFb/gBxi4VOx4wQNqFclFnsum7QvxQvQdIzvTHAA+3Rp3ywZEkrB5YMFkxK3M9DYE3a7tdSmdtZHae7yNtsQ2wqgURbGGQhwBLrnrJ2Q4gavlIOHZQyXacIxmhDN5UJoTLX1OWzklvoH41Fi1P8rS54YLWs6scBF4jaNIa2rHR3ZRlev7Fb565eAHS6q0P0ZJdOaopsgvAQPwL4ypF4n5yTryyGmDuhJEHiA1wx7nhRZFpJd6msPJJnDJ2EG4AHvjoGy6pLFuDP3IBBghurzwjm46FQb4sLJ8C/YAJf36Dpe6SEZUC6BsghMn0rtDDRW/9sEHHnMTdy5qRlTpPMvrhCzmYxU0haklKJGBw17V5vaWR81Ab+xMN8r58nOwk956BTAq8H7SP3CeEmHC6jZui4YLqN4AuOh/9dmbKIJWNWA8ujRI+3/9c0aXbhwQRvX3Lp1a6N1tW7dmj/++IMrV66QkJBAtWrVtOsyK+8bq6dChQrUqlWLs2fPcvCgzQ74LHEF+FA0I6AzGsHWwkMMDTkv/iJXfommEjcD8f53vCHL0kp0Nn/9RZhZ74PD+0/MHk6TDMxqr37Kf5edOIfq/m80E9JTSIvYvfwq/lJ/BKZQGAYFjSMhuHXOsf91OcUNcZ5ZRksVDWoC0Q9f5Rda5KhtM7PMeIpff2z0Xu06eRdzp1o3h4ohbH0OG4WHO/DOLE7Tj8ZSv1dLGPDNW4LBJ0A0DKFwPlW5ow17aZHyC/OWTwT/p27apZDjj/xZsEwzUF9tVUfCZHh3Fqo/dwHd16saM7pPsPancyHw3DpwtzHnxPEcNV78aoMIkRAShhlEAqzMW8gHgjCR85HMbQjfIZhl5F7teXYF60UqBZ3S2aoGlP37MwLa69TJ7p996tQp7f9r165ttK7M60+fPq3TmcltPWfPnuXSpUvcv3+fkiVLGi1v4+nhOqghzgYoyy1GRX8DS8zv1PdgG/jJBMK/UtTUcgpMf6gRJ4wDtStliZd9CpDAParlWBJNC14OPM80n2DdFblM3VsUyGsSS6Ua0AU2z9c/f+EATHgDaAl1N2/VfQunQnxMHnZqYdyGP2SafzDzmwzhZj7DWpSOsPXHN5gS8AaFQ0k+E04YNZ7Yk8bkq7NhrSrRaP3uV/5QvIFe8C0eJgkDp2qSkBrlYeEd5tn6HDYKF2pqW4CjFb1QxsdxZ77GqxU19r+KrEpdNpA/7RV9/MY380dRatANRpRciB2pPMYR8R3UTYQdFtI4siOVUtwFJ1O3SKTzrDUMnaUrADdl1gcUuu+HtZiu0CxwP0dEbTS5sbLgDNET6NE4nLV0oiwPANUR5TGOOXp7WA5DvawUGnT5lVXyXS6Ii2aYWhkAftWo3CdevfcKEaW5a9Sr2QUY8xeMqzINxHaKvPFko8LwrrOJN8F4AurbMaf+xL+4kjuxPfNgNQPKkydP+OKLDN+d3r17Zytz+XKGK3jlypWN1lelSoZwwKVLuv7vealHSsnly5d56aWXjJY3tB99/P333ybXZcM0HLDEICZ7wrg07KnCJbY3tcw8+ez7UEMM4bL8lMrDR6juuv4W2JEBUk1Ke6hxm9SfdMJGOt/B3NYBjFgWxvHb2Vc7Axf3Pk8MDRFiV0E4ieaLFED5Cny+goryar4NKGd+rEpn0Yqi2PktzmNoilFX26KCA5CyE6aW0Z+i+WnD1uewYR7M321Ow44f6MbmWZ2ZViYYAtXlb1YBIX4je4YZc3AQRh/k3joFNNm/H1GcSV0K6H1g8mm8zlZxna20yrJcMW97ijC/BjbgijhJz3cl+uXK3JCHBPQFEX+N7EYWxeJtzB3JnBQ7qEM8slxxDuc3HLRtNSau+FybFKIo4QaIuRLmKRQGL9384YysKlAEfG/tppgBqxlQvvzyS44cOQKo6f0aN26crczduxmWwlKlShmtL/Oszb179yxST05k7lBZg1eIpdfgrbDZqs2wCEpr4DuIKJkhyR3J64w5vwbGgmIm/b3dh0Ger8W4atMIbjqVeUeHMqr/N4jpj2GHA2cRRf4Vpo/jz7ck5to90sJLoRjOVJwrFH9wnneL5L/dUZ7CTLB1gN1yId9df19n+ZTQkhAEY3/8L8Vq3gdgR/m3OCiiGJPqQNmkm5xgNQ05wZjr0OUrUKZa4QByyWlgpO9Weg3ayhS/8XqNbgdoxcjzETABlLUF30ZLMu1MMIyH9U+B8UTxAb4DZsO028EsD+3NOWpYu1kWxdbnMD9KOahxPY4pAS9T+AZh+SRKIbmBICWTPuXl4fA4aQhOD+/xpEJ2YeC8cZAIz8EQBBMHfM7Rz7xQesUBcNTTC0S8mfaTlbawoyVV2+cgfmYhWvfYwf5DCjQH8907IyDKXdVMSDBXnYUJN5gzElrqLj1BAgHXT+JZ7iTxoxV14TxglQJNFNVDeMwQNseDPFuBnp4rWC8uUjACqbkkRuGf+qUp9+pdOLQasUaysPUg7ouleidLLwTCk1v9cXH8h3ulvtJTougyUjrhfvEOeBgRACkq7FG47VucznZruCpfYJNoxRJrtymfWMWAsn//fj799FMAypUrR1iYPpczePgwI7F98eLG3YsdHR21/09O1n3MzFVPYecFrrJsSf5FLgslvWBSNd2ZkXPUYFK1iUzrH5xZWDxfHAQOVoc5JyYREv0mHiQQFg74OcCSfGYYyYIb2etLwtWMe8gFNxWeVIAr0g3GmSnXcDd46HqZxdIPa8f4OAPeqK6A5vD4KA80A95tOBxiFP2FWmZIDbc7dIBDCN60201K2SXslD3x4AKTyk3kk8/nUGdqClcovKEPoKaRVPaD8hdU8bukN5XtBTzUZ9I/GNaq58kZVWOoEHbVTMKRx7iSBKGgPC0h+91gkudEpsUG89sWcA1NMmmzEiRTmrvcpXSOOjGFCVufw0L4qFlCnjrjCTDeZwpfCN1lSwBcYbkcQH+8zLSnK3BOgSCFqwNe4GuG8rUmpEIVsjZn+ok6qBlLrgAtGdJ+PuWsFBLQip9p4f0LwS2nQlTO5U2ilDt+PosJ7zQYrJ4ozAH1XCdjvrALFxqNjaIjuurlV6nIpHIT6cNq8FazEk1XZsKqmjAOZr70McSqfZ/jtWDdj/0RnERdkmCmtpmH4fVnc0PcgznAodPgqzBCWcJZlnKY7KlslwO4Q4R8l860AuqpCzhMUQ2yLY96FG+yGzwKVtfDUgxvM5uFIoWtlzuDlxOVPQETbMOVUN9apyn4RNs5UeAGlN9//51u3bqRmpqKk5MTa9eupVy5cnrLOjllBEk+fvzYaL2ZxeGyph3MWk/m37mpJyeyuvFm5e+//6ZZs2a5qtOGdYhsCLJzc+IFnABkgIBysMCM+xi5GKIGNdJZ5vPoR2CR/g2KGLu7guxYnwtC85GzImPKQPGPJS0n76aTaJfvz2rACojw6wrigWkbNI+ieQMJ4lS2Vd/ZvU8DGUOfYUdQClhFPC+EXYC3RATVNpGju3fACjjjV5XH4mLW3DpFho8ffcm/Tk94WpJlZmbD5g64ksQp6ppUfuLVeVyuBJWvw6RyRSP0x9bnsPU5igSXl7E8m5D7HTBjYtOZ8hATB89j3OJpRLNDNQw/TdxbTLhoC+ScItnyNMMttS6JqyqB3wwKegph4EuhnJANqMvibOt2v632zer9eIQ4kVCg7cqJUPEeoV7jYVwmzR9lM7W8JOtjO2p0QAyzUG5n+OSliAUSkhTLNtZCBESCGK2/v1iUSQFkM2eoD4v351gcgMFXQLwtkWsESi2LNi/XFKgB5cKFC7Rr145///0XOzs7Vq1axWuvvWawfOnSGbObObm23r9/X/v/rC6zWesx1pkxVk9O5BTrbMNC1IExjrD5UXbrdF6JBCIzzTYrFzCaRisdH+DNQZAe3XDs64z0vo2ALv6AZsIxfFAPZjEBX37S7PN1bn9RIf+NzweLGMo0v2BWh6sW3/xwEDho5TSvDkCgN+psVNNTRN17kwOjgIeZCiXC4rXGrdvlgX4ZE8Xc71WMvbRVNzaJPRCTnorQmRubXmRb1468TiQ3gT20oXWdIybWZV2uoxrElFXQrctGDtOMq1TUX7gJ7KEt77C0IJtoFkpzl9eJpOSKJ5jLWb+wYSxVM6iiub5EUjpdeC8aXBwhxdHoZoUGW5/DhiXoyI/QaR1sPUbGFz6/JECenNorAX0y/d5MRk+oPNCbdF23tvjATmjPTpwx0fhvaXyBqBGoqgj59X69gvWnawB6Q+W6dLRbzJ5+bbjm9zG6+YmTUY/XmM9pI3irS8YoLRK4B6XZYVILXuAqL6DGm6ZhBx1h0NfqXtP7Zm3Zo+YoKFQsIXujjkPccQanLebW0Moc/tqwpPJ7fE/UVKABEGPBZlqAmoCfn5oJ0KBncxFHuQoYCYN2AcZ0BDTRqWsrdoLKwH3D21iLAjOgXL16lbZt23L16lWEEHz77bd07drV6DaZOwc5iaVlnonJGhectZ6yZcvmWI8QwtY5KSJMrz2W0g/vMqrNNyj7rNuWN+eAGBeN+iF3QJ7tyBaN1bTLKBDzz6I1TXx9B7hJcanmoI8TN7GMWJzpTBe1mM5NZOeyT0W4ghsgAiQ0XQ/8AHN2INikW8i1C7KcQDEiVDaoDCxL8tOGrDygRD5alQzvLOA4nakpq1CLP/JRl/WYFQFuEacZlHT6qRQibcIxkkSclZ9I6+LOLRo6HeF7jZNEo49gycOAfN7/BYOtz2HDUqwWD9mGoOMhCc2t/aEczAAZRgmSScOObzxHqSFBAAygr1yl9TTZRkcO/NUqW+iltbAjldHTgrk0rQrrRXfyZkAqbDjjcLMyg9zn4koS/8cK7krd832KuuwXjVCtIgbw68Lv4UJrCmt3D8aUDMkwZueCRxRn9qLheC86Qh1xpNAL1xsi0X4zgl3Io+3Y3tTarTE/fm+ACH8M4d9T2EKrCopmgCgm4WtVzLPRIjc2bRUs2GrddumjQAwoN2/e5M033+T8+fMALFy4kP/7v//Lcbu6dTPcis+cMS50lXl91vSEWetp0KBBjvVUqVLFlk6wMLECpnkHs7ZJJy7gwfhLobphpWnwoDCou5YCOEJ64+p5HmGt7AXAh4yE+XvQbXgixyeN1Px/AdZXwUgAjucixaBhlHIQf70yadhhRxqe5S8bNVKYG2UsHJ3jBS8AxGqWppBNBSWprdbabQgHRzVV2l1Kk4Y9SxjEje9fBHbnsXWJwHHWfD2AUn5qGsmigg/wpj88WKtmj3KYDNM+CibUcyDXyRIaMQuG912a57NkTexI4yrWfyKtyWOK4zILAmI0C4anpww0wjB1lmlzuHqX+3cDyqirri+DWZZqbCZsfQ4b+WX2j5M5K5fgWf4yq/+BPtfhTLmq2vVp2EE3KzYwE2W5hTMPSMNe1Y4IVdQVbaEiV7XeJqnY5fz8FjCluIs7t9CX/TD3+EJb34yfeyIxaqQwO4HQyQFv9924cxNQjUTuPNIp5cq/5NjpKKX2VNINKF0ugXvtm3lu2V1K8yc1+ODzI3RZA4p1tIPzyHgqyytc7uUJ6xS8m0SyO/VNjtunZLu6jTjBIjkMRCFXXausUPXSGeqHTMmQcHSCwqhLU5BcB8Zumc46egKwg6bkJA2843ZnKsmL3BCOwGkcbjaiorvq5nLx1dpwSLFIWy1uQLl9+zbt27fn1Ck1luuLL77go48+MmnbatWqUbFiRa5evcr+/cYDpn7++WcAKlWqhIeHh866li0zJKv379/Pu+++q7eOa9eucfbsWQB8fHxMaqONgkE5DA5NYey9rawr2YPDLxp24StMxIkfqaPNR6wvo3kiTFcKtE0FxgaoJYajuqu6IPeOhTYFt/uec1awXpzDEgKHN1590Qwv5VgYFss9RSHtb9PSSBcG3qwN078bS1CbEOgPynyoNx9qynPZDCjKMmCZNVppwxz8iyuTRuXOu2hStYmUXnGX8btC+e0f+HZDXy7gAcC0OsEwwQINzYStz2HDLHRSqMVwZNSntG0NopKEVCVLoay/rYsdqUzs+jl01V32zFDBl/G7p2BHGmnYMfv5yXAzsuD2v8iBiUMLb7rcC3gwacpEAscH45C7aEHrElqCT0QtismBjBCVOSJ+ogy/IxvUIjJGt+hFsYoO+AKFW3y16qUz+Is6hewNYn1igVJiEv5MAsjReAIwwxXmUpX+wyWEl+f3skKbJvmyXMhSYWzrvFPMMtWqPHjwgLfffpvjx9UZ38DAQCZMML33JITQutyeOXOGQ4cO6S136NAh7SxO165dEUL3bNWqVUs7Q7RmzRoePNAf+7ls2TLt/7t1KyRTCza0pABOzcGv+3p+s3ZjNDgAPrIlK2UMK2UMoqykKM9ZPy8/IEH247d8pKDtDZyWyxBnJJihI/F/sgIH5BYmu5lWXvkIVsoY1jf1y/e+GwG35UxaXN9LEs/luz5qK7BV98/pTCJ2pOW/7gJi9xkIej+EB8NyLqv4g/Kj6rWSTu2WF4mRK+FTxUItzB8lSGbasmBatz9CATpMFUqeI4lpXwUzbVkwJfIgvXwc+KB3BNP2B5u/cXqw9TlsPBO8q2i/H8Wu3df5ftiRqvNXmEnDnul7Z/LN66PIn6dIHQjN+Jbm+7h9FVimoAq0mMJ42KrQaGiUGc55eZiu0Dfs2zwE62Rn2tVgpg3W/XNqXsSy4g1PYa48zYheOYd4VZb92Ch/BcZnLNxziuAOU/kaEzotBcTFKrVZKWNQ5qgqRiXkcMRMCYVmdGMd6gHJUsFFBlApx9LWxWIeKI8fP6Zbt24cPKgqiI8aNYrp06fnup7Ro0fzzTffkJaWxogRI/j55591lOqTk5MZMWIEAPb29owePVpvPePGjWPgwIEkJiYyfvx4QkN1c5z9+eefBAernbyaNWsWuc5Mae7y3NOmqK4HJQ6twJQzquhSIroCoHVQPw7mEpQ1hj3QbtMBeEfRLDFTPuUCxw3w4FxaTebam/ZpLY/qW5LVXFS3GqwRncjv7JzaIqhx5QJUPoAYDzVnG76uDkBt4EZoKeLFD5h2LTzAtQRZPGwzr2XeqxMhAdr/vTMj/jivIU7DIODtuZTmLsU1O7UnTa23gEWyHFDP8R2yJ/sztu4gcHCZ7rJUVFds7Tso/Vg+gogmXWnOJo5o6px7EO6IeLzkUeK+yKmVNaEmpMSYelT5x5FH3BkGcw3cE88KJUjmBa4SPxzKO0J5/+tcp3yu0hcnAGFrIeAh0BpwBMNqIPnD1ucoWGoCVAdzGMkLNRXB3RM4AxlvxqxfvnTrfn5FUE3BAeY8JKjS1ALYl+VIpoSqpfQpEK2YsEX6F/4uuiEObkAjen+03Ax6Ys6AC8yBIY3n843/h6gDWmPXtTw0L8HEt3P2PEnDnmScNRo0hsq6UT/wEB9q5t7LoQlucsnloaSzDMKWqEeQ3rNzQR2obsEV86VYNgUXoCpqjz3rOU1f94+eNs3gYjYvghSoBvVi1F//UB6A3bzJi6UuQu0ScCZ9lHAQdqzhxiZFxzsrK2nYc5dSJBXEebmsEC/gpPTEbVw8QzovVI2izzAeQIeS0LPaZKgN5wljD/lLX6zqP9UDbpmhhbpYzAOlb9++7Nq1C4A33niDgQMHEhcXZ/Av3Y01K7Vq1eKTTz4BIDo6Gh8fH1avXk10dDSrV6/Gx8eH6OhoAD755BM8PT311jNgwACti+xXX31Fz5492blzJ0eOHCE0NJQWLVpw584dihUrxoIFC7C3L/AMz3mmNHcZ3zuUEuJ8ocuTbUkmDIKe/hJ32UG7zBd4N0YyRl7UOI3bMImYkcihXblsovGkLdBNlmHMCss1aeQV6NpJQuWzwHHEZskHN29Tz0D5wGrQ8wtJOWdT522c2SJXIN8ULDbgahAJyOcF8lXBJ6VmM8gpjGGlwmBebo9Gw+hIwsTHbCEjXWV//sewUmFsD8xjnXkk0AtaSE8m6Bm3BVbRrPM3ra4EwEMcZ5BTGIOcwojsrS4/3BTa2W9iC6pnUntZgTHzTG1heWLkVGQVYbY8FzZMZ2LIPNrZb2I78P0j6GofwcRl83JVhy/QU5Zi6+Y3AIgY1ZWGl2qau6mArc9RkNQBBifdQvwoyaYp9VSRjGgkEa4SWAyMoKp8HfzHZCrjAXEjYc9I8j7KffYI+T2IMDEIok1NEB+I/K4nC2VUpmXOsHEkjeR1qmA8pbdJ1J5AHemNX+PFuJJEM/kLHBoJmsF5djpQ5mE33vjVNIXLNOyY138i+0RTDD83CZwUlWkljtHqLUnPTpKunSQ1KuYtX87azzrxuqzKiEyZ08bMgZ49JctFvzzVmWcWjUF+1JNi1wZmXxc0Bjmqp/p8mcQexAX1/PTsJBkoVgJQxyGBkk0lnAkHjwnIOT0ZLU3TjnlMcUI7jOe48KBgpmBtZOaYnKVeu4Rw2LGe6m0ld2VAvuoMdp2EHNqTS/2GmqmVGVjsi71hwwbt//ft28crr7xitHzVqlVJSEjQu27GjBn8888/fPvtt5w4cUJvPPHAgQONzjbZ2dmxceNGOnbsyNGjR1m/fj3r1+vmind0dCQ0NJQOHToYqKVw4shj7mwuHMnbzI030KEdeu/Ui4ufB7GAwUsWc6tj5YwNmsCNJi/iPxTuLDP/TLJOmxzh02jz1m8NmtXfj/K1aWU7AN7eEEpPhrfOnp72wT9AkDtsVDIWOgGxYw3W6Ys607KDjHm9fRVf1bXIn1FIeVcxnP/jReDT34ANhkpkwYFOu/ahGAlXSgSdbETdgVfaANdMqb8z4Ak1XeCcBKYAdaCJoA17aMteAKrvu8aM++ZxqXUGJngBqTDrTIb3iDfqPMx2Ms37vAjr6En9XsEM0Djr3EWTlNNeFZ0jU6fLGMlo8idkeda2A5mjk+5SGpzUk/cOPxDnNdNwpRWg/rAPTcoG1Qjo0g4u78pbHoeaaMKMctD1e2qoA7toD0BxHuPNYa3Q5ItcohZnYRUs1Fw7NyAxDdxNfJemYQ+twTcewuihTXP9GEfuYZnge1ufo+BwAR6+6wZnFGs3xQJUQp0i0JB0AQ6hLvN1oScLCPEPgmUDNAWq0e7lTVx/uTwnGYTqo2duRfvMbXLg+UpPQXBhHJiWddAB7ANhHUS9A8M7LmUEkzNWl1K9OA/QSmerVOzA6Lh5MlQWcHkx2jluL+jBOm2JduzkgXcJ4gwOldzo7LgFDy6YcBwatgKEGSmg/ZqqHSLqAM04f7GW6qBhBG8Ok0wJvuIjSnOXesTygBIk4Urtzy6iaG7LfWNfBTGL7P6lecEBeIuMBqf3ZMZo+j7haI0RbSXKMFgUOowhXprZt2vAzblqH/EkucgylKim+o3JsjhVyYgGswcupHshOEM07Ora3mCNDygBO+5gWi+iPOpxx5I3I3IH8PKm/qUpz4Sp5k9qkm52TkbtZ6bffd2BVzqCWD0eIhXN0pqQoOqwmaIQmAw4TU/kYXM37mSK3r9+GypfAM3cilkpElMexYoVY+nSpfTo0YNvvvmGo0ePcvPmTcqWLUvTpk0ZOnSoSR2QsmXL8ssvv7B48WJWrlzJ6dOnuX//PhUrVqRNmzaMGjWKl19+uQCOyIapdFgJ4r3fQd9LVSQCh0m0341AE6u+LQWYBYccEIcO0FVeooF4z7xtWgOid6Y2/bDArPUXZtyA6rIUofTJnnFFw8L7cGC6yKapv8CIock3FrZ6vUFbsc9k84c1SJV1EOI72LY4h5JulHlYibmOw+hqH0GirEwtMZBZcjqtRSiXBdr5sjDMF4/sDQhfCa6wabrQftY7bIKILl3pZ79JOyhOZ3bf4ZTuq97LTThGbRHHrAtQSRw369zyGqCSiOcXzW8vEcwhjGhjxMGCPabV3WURiGFnmSa/BhGS67b59YKwNQNI4jkcDcVzPUWEdRzAEZF+B75CCVmPZppB3+D94YT76mbL6WcHu1K78oOJFqYHODN/zRDsSNN5Twz4eg3fFJ4wdIPY+hzPME6D8UterDccw5HHFOcxo1sH8690BdTBu7vGPbyJjGbp18NhmJkNKFnaVNYC7uiFl5rI/wki34H9QEuddcnQdjFHDIYVHjSw3IHLsiyV6iUi7klIUszXXHPTqQ8DtoTlGKJfmrt0qrUPGkDvtcugrTv1dscyIGQNkeNAhEuYrLkvxXXM5zlWicrShUc4ckO4kR76sl6+y1ultlOyrYQ9is4WLiKcQ4QD4O0HIvw8BIWp/XiR3zCsTJybizh3AL66DsTC9AUcmZ6TmN4+EysPoK/8loiJH8AXuT+Xpe5VZ08pweIXMwIAn2a2z+jODqkanauRgK/Yr00Eckc2Qoj/wrZMhsW2ftz/VbBFwGkT6r8CbHB1xxmN3VHD13Ii08X7XAquBbnTw88RixlQpJRmr7Njx4507NgxX3XY29sTEBBAQED+3IJsFBDuoOuXoI8Esqf9Sgb2sGm+wqp77+HUEJT4/DWlHtAjFvp7fYOu/fTZIRV4fsk93u//HQscR+oto555XRyAwFCgNayvl5FUWMsK6DRsHylJ8KnmrfQiq4BvTW7bg2jwlJL4K5+qC1o6QYKSpVSgeqvYp+Hg9BhGGPaKAXXeb3AUPGyg+Z22G9WV2wjvKBRbdJ93HP+HBwlsTwO/yZfh8qd0wxPPjnB9m55zYAbsQZ0tjQYvWYEu267BIrjWpQx/UxFnJ/C4D/5vAE1g2oUsBozT8DvqNTT3rEgKuk/paUz7MOrDAQhcBA81Mw1DS86DYRuYtHcOj5NCsK8OU3IjR1ASrZfEs2BAUWPw06+wC6nYUY0EPrgUAV9lrHEGJjQB3oUEquVK/+Sm+vIG4BVi6XVhK6ywXIJGW5/DhllwUlP/FjfyHijFXUrpmdR5gauU8rvBvUUKxBwm/7kCy4NHAIzOuU1PL3eY3ncsQRVDiPfVt95Y4LqiCiskhKGraZHCB3xLaOxwmESGp2uujbsJhP84GCqov15tvI82WXo/sdRj07G+6o9UICknbQ0XqDBGWyfjyDE8aTV9+PN6TcaXDFUlREiA2u7MvDANVkE8aDR8LJO7shzXKcstdvkGQBNg9EO6hzuz/j6oWbN9IdqXHjXC+fSe7rabSraD8Cuo18fc7buDbm80kfzpFCnQQPNfP811GZYCOxSIiSQ3QsjuJW9pj/ZZMKDwFgRcWE5Eta5cpzzPAwOAateh9P0dZOTbKQ+rAhjeZzZrRO76C5nN1pPdIPU8FN85E1iAJbK3FwkPFBs28sxoBefRk0mQ/wVxI19V9agCot5tTHM7fTq5AyiDod/gJ5Q1Ma4U1IGYqCCh3gNklZLEZukPKLOh32yoVUHCNUWz1HTjCcDs+/CeaKD9HSdXsD6r8NhWB77wEFrTl4JxfADxjoSb6SVz8jyBX39owAlxktdkda5rYqeVqTB5qjOemyD4x9FMfHEex80Qsm0YhRpiKLRVCNr9GYB2BssHCNs7gIALy1GqW7INlsMZEE4SSimaJf+q/7RVKM4XyNhPMSiWY0MvbdjD3Bd1TdWVgP1Hm7Enn/nHeyZuZUb1Ipb5wYaNPDCi5EI4AcGvT4XI/A4I69HjQji1OFvoM+pYjitMEqWY5CH5ndzkI3Wg2LX7dC6/mU2iHllFQXeJE9RiHi3lblpNO5DHth2EThleLr8uUmgzVNeAsulKN2gyA9PffpVo/fcOWmh9NXMmvlt92LgexgLpnr6jpfadWxDZTBpzjMY/HWNmzDSUymrfSvsJrulLdBNBo1tQzH062c+Fia6mVsUBh5t3GOc+R7vEjlQmVp1G2gk7ZlebDAmR1mteIWd449nMEDA+aRMry6giedXmgSj/HbrJihshvxUo7+ZvskUchOKuX6DeiZYxUdkMKEWcaReCYT5sfhYnJgoA5RB09Fbj1qtQD0SkdRtUSDgMDB4WDsdMK58MyBqC32V1dhvoA5l7cLUupD8bpK6bffdowQwTt39fPk8nfgRhoju2n8L6FR1p3v0k+4GXu5zn5SbnVUmWtaBEAMNh4s/z2G1R44kuadjrdL6PAwHDlxv2bi7kKHuhzRtbMNyXNn2g4Qv4roQbfS2jy1FYGT8ulGqyE70bboGYBex7fSQeS64jI4vBZFD2m3d/P7q9QeCP+2A0fJZPT0Ab1iUwCVqWiQRx2dpNKZTYkapqAOllPCwpAYPAoPm+ggLp0jqVoRxHnmHjSSYSjtFHHiFudVNMy/CXwpMmJdnk1RfDEx/qeTXb+R0G0w9l0fXao7bFJHwVGA0ehJnUppX04/z7L8PGy8AVxIjH9K26gpVM4xJViJRq3/UBJUBY1nytba++Zp/7jYHyV05+35z8Zme0CmUVmANt3Tdkuy65v3cUvpH9GRxRpyieiTwT2nc8HWRNxnCOKlxiwAnACTbKCN7Zv1O9981JL9go9/FOyE4YZxmZBZsBpZDgyGPsSMuVizQAs2CuRvzTmacrqKQSWN23rb/3N2wX6XnZn+387Ok4ozrNmio6C2r3QWkIcN4ibdKHMg4YpzsDaOoVdAA8Ll4Bj2WaJelzOHcxFE5WeUU8v4nt2n0oW6D3FjgqezOgzhqIAOUSkHuJDpNJBY3rr6a9rtnLnAaUr7IvL+w4o74O/N/4L/tENBlTbXmvr7UbzO0bwL+W8O/MJ+nHm84/mM/IqISAQ8hWtXPfNhEi54LXGCYlT2TaR8Gq2IAGRx5RQvNlScOORxTP9f4O483hjt5MOx1MqXFmOggb+cKNjHd5bqhf5hinxTHgLKqQYkGmQbU0LlhI41ilSQlGDwxm3taJsNFAmU8haOBnFmxEUaQ8cIQ4cR340fTNLitQoHY+BZblY/M5MLqxGlZ7j9KAKvJtKHTr/M6XYZmSscBjBhGVFb68PBAH6cQE4Z6p9KF8NMw4yZTQthcnfSU2cFKArjpFUcABcIYgCBpgjmeyPAyC8iK8kBpPNMerxZh0Qi5ZpbB9FZAQSFDVyQQ3GM3/8T9SxS6WyT74UyejrHtGjzuZvAVdKXGA2MVwOZvQcbXhcb6PIBs2A0ohIWh2CGyGiKiunKKuydvtWNSadxapokvV464RVu/p6M4EABUiJUPehyJpsX5KcQHGRAHlYFkty+kZWJsUQH5QXFdJE2g/fiO7xAmT69kDjHBfw6n8hN3mguOArCAy2u0/hEnmVs6yEhNmgfhXajxPlHzVVQkYHAtHvbw0eiCFjwmHQKzS6HrUBBkhUCziNVQTYvwIqv8Z02oFcyyTh8hFoIvTSZq7n1QXzINJvfJ+P20a245WfX6DKialsbJhIRyA3+U8vtk5ivs9BLPvm77tqaaNte+XK+PdqCy+4+lIZdwIznWmWY392JGWc/G8EL2ZeWIiltKieDrx4IgM4aW0Pyhjv4vc6EwUOZrEMy/r93pZLgfvl1dTwV9qMsop5mubQa5wWnTnNI0AuC7LUws9aYqLJIE8L//CGyOpGk3Gm79lXyr0/zBrt7LwUCGQCn+rk5z37pfmXqkbqPL/5qUiVwl4ezkMgp7TpcZmo2jWHlT7eaPVX8u+7EOiyHsbFlafwMIZsGVU/tqsD5sBpRBgTxpshs0Hc07hVYJk6nKKW7hzAQ8O0oKDtOAVYinvuQ17nhRQqy1L+SqA7wNgtlnq20V7FM9wFsdnn3Grh6oztp8Me2sjoIsX1KUxuZ+jK3qcuNWQw16wO854ZIc9gCfcKFcKe+4ZKZk7AoDyHwG58GqxNMo+sgmyLx8/gBdKJcG97ZiSqjKRXIqZ5pM7gJIpA5+yF7x3HtYKgJZoAr771WtcVPQo3ICR1eDoeC8QOcWSdwBXbzgdZLBEI8DHDnZ7teTnLKkvq5FALf7gjhVDIj0Af0+Y6x0AzRXN0kYwFLOHXXm1OUqclx896ofTk3XEx+uKB6egSQN/Vf2t7AV65X1/0TTmDp7oxjzbKGjsgW/2joK3rlOiNhqBSf14oN6PF+JhOaBEg0M0fOYGlZokQm69ZgstbnStsYp65pL39gIiO6A+tOk9i+Oav37g1AEeLiNjGqI80Ew94c8CHgCdUc+HsT6WPU0vxGkcDs15rzUC2lKC3WasM798n33REoVfBrSgJn9SzqTp0dO6XikWJ4XMuoARJxWk10Ai4zTOP6OBdQqq1bWo+Mg7A77QCQaxxGiYziWqkEA1NR2zQQaBb2UqNL+tTSWdzgCgWmfIQSfYwrgAPuAH77MMO1K5VbIsYWqsoXmJceBU1brEbwNPT1SHsoenMhW4o4ryapyV5nw5jh75MOIoF4BAs/rSaClmgTptWJC27MFd7OKDqRHaZc+RRK86W9nq9OQZGOrnjSHi/xCXJIP1JFTosQIuyg4McsxY1uUQiLhrnBYXCq6RViSl7HZE3CXa5pAdMREILw/7xD2zZWlxALzlacRXZyG1cAv07he3uXRPQFzOKUwLAwt2wROxj+FxS7lLacIiB/CirFAgonLmYmQ1EI6SZiLnhM/t5DUuJQmW9TZcpkskbErtyy+0yLbug8kRXBfH9XVjCwz/viDiJWNFN4vuJwUIE82QtwV9WM0WunBA9qVPzjrJNp4h/P3V+/FTuUy7rB5Q7HOJaHMSOGKllhVuhiyczxvyBpD9OV4oZyHdBHTyz1hYIYDeMo6AroX7G2guhnvPpreMA6/BOZQ8h6gejeh9ErOKje7oQl+5igbEmK9OSxC1gH3iCd/8boEpdEvQIBwRd4mXZSnOAdEtBXKWQJWvLyr40kw+ZOCW0BxLLl8ewH7xGB4afm4PyK6cjxTM1TPn9olcgdhyHmIso9NhGv1oJ68x5D/zLa+39M4yQsV4PD0hbD6cPyeYKYtmp8PmgWIlxv37FZVLZPxOiVMHp/4H9/F2Hd1p71VuXfmTmgxiCRXW3mYu0PJqxno70rhzIe8pQQsjFy5BZXmFy4MVWKKYocaD8DBVv6bKfujeejunHoE30GEvvOe9FAjTU/hpRU0qe9XNjfSIQw/A3xvuxGhmoTXk1XCifAZosvmxGWYEQmATYAUEBdSmKIRq9akNrAXWAbjBFyOhubruW1pZXJdVGQv4a37shVmjjc/ppCft67IIAmcF813JAVziReyNT5fkv53p50kfIaAs079qshuILAKmh7zqg4jClM6zBwksMbCuM9C4NVxs/TwXDE3zvgE9dkL4YfOncc6J8kDAdxDu3wMillEQAXJ7gMRL4MwDHlFcPS/lLL5bG1ZgzG6onJ4a1R4+nQKQwNHTXihxcTplU1rCktsQsAK+9esLy5Zxipe1UeoOoJkh3FBArS8IrrNpZ19i2jfkPVbmayBhR6rWW2Afr2Zbv4ARDD+0FLYBcYq6cBzU4M9nRjDWlSRKcy+LTldb2NgSFqHOQmvZkse9TAYPjdp4Aqh9jO7g8QqV28dTo8Df8nnBBzwa41b7CsmUYMmjQdy+rGb3y5feiskEgoeD+t8EgJy8QM8B53iT3cQcepXDzYG9YHlPtc7g0Vj/qoRbwEID2/mCh6/uogZQj1Be4Kqe8lm4CQZDGJ0U2AEt508x2LsdzZes3+oHnbwp+NA+Z7CfAP5Ql1N6U7ObnwTgMjiqchPLgVf4A2hWAPs2LzYDipX48hXVaSorSkvd3w5A4F+bCKsygGRxuwgMMc3DcmCYqEXgXhBLQrCMA5aKsgTSR12KN4g254GVFttfUaEDEHpoIMOjl0LT/NXlAohmEuppcuDMCeS/CL492peB4mWKgvEEYPfplrQTb6G21xd5UjDjU3WdpedhHQDRN9M5HB7IdwiThtnKV1DpK2ghfyGJ5yzYSpUdp1vTQbypd52n7MR7yxroXZd6Pj31XNZBRP5nHhuPhUlzjOt3TGo9kbKHbvG+0zc6RsOCoBEg5kt4fwZPr7qQDWtR5c1PgDKZligANBPvZilpz5Nbn9LMHcQsCf3T78eXC6KZViQW3orlYlmFtBt2FjVkxIutCL6hqjzDe0NtfQ0tLVty4B1BeVmZWiK/OhoOcPkREyupWXH+++hDbjs5w7BXmBj2ef7bWlC825iJEWp7/6Ect50EMKXg9n/GgYkvqftfQX8uC2dMCQA+KfYi2Ib8qCMUROa1TOcpK8E/ToVOBrZr4Mv4E1MsonvUOnkHb4oORnu3+8VxtiHo2EnC1oI2oFSiUUoU7dlVwPt9OrCF8BRyUgD6Q8Dk5To2zltLYFpIMN0MSrmrOAPKUHX2v7zlmmkRUiA3GUlN4DI1VsThI1tmm392A96WXjQ49CvqULioKERYDns7NeuG2cysD0E9rykwDo7JhQyctZKidK7fHB7FLHmNWfIWy2QYFyK0R2Txo0gBpJtgiCwFdIPU3F2aRKB+/3haDzuSJ1VzQ3zysBi35Cydvw5fRaJ7ZjL+4l+vzy05CyWTR/IAwFGOpniMRPWpybpdDpRSmCbv8fXXow0WebBIfWe+zTajVaVhl/P+zIxyBf4jV0BMPPqP9wpVFp2luWxNzYJunI2nhFT0P1NZn7VkisVKpsmVEJdxP8a92VR9bofmtB836sgudJIvowb7FDHM2OcowQPY6g7vKuhOmannGVRvlcx/zzT26lkxlHUmtxSzT9Oe1xaOv8CcCZSZd61onetVDwj+ZCrBn0xlacBwIKpg998JgkOmcklVpcX0XkcKEM8LoX9Sb+cRzOoj30SBL3T/Si25ke1ZSv/zevuoWo7xmSqpB58qsE5iR5re7YzxCy2YPnEmGMkqt7/XW1yTs1D6Gi6TAjww7ajNS20FFvnxEmf1Hm8JHsAOF827y8rpUAspNg+UIoCyH520kgAL04BxoLQ8zWHvZqToedYdUG/7M4uqkoAH5Wbufwoy9DiT4QqYiuqZ4gA5ZtK4C1zhvNhJu7cO8FOmmXtnwBNo1j8WwhXzN7kI8YASuJFIMuCQi7eDA+rLxHSJMIWlJmdTyXTNLZli0gSUr4Cv1LjYC5q/giD9Dp9RHcYxmm9qSiiVu75+MqCEm68t6f8vdSgNfJUspbL+zkSkQqiAPrIRbvNVs3C1bvCZeNf4dgZxgVBwESFGt559H/Wd+fZJ9tRuC6DtNlmL9HMpZDKILzAcOHSdy+J7OjSI5ADC7I7njjzGMT3PX5aJOI3ztjqMTlPL5iWVsY0ihK/CJgD+yFi2R31uB0lP3L6ON/DyUb+mpyY3hm0gOAvmEmW1AmnYk6YZXgGa/6kPyOMcnoHiPMaZZMa/PYUtb3fm9Co3Mjxp1XShFsv2U5RwAvW+ccjl9z29X3AXU4zsjYmm8dhok2p+jKP2mlv/XTcb5lhr385wToFx9fhzbA3NtzI3vY5Eron/mSlgOFMI0CpJUI1Ak7d8hx94Z8IPTD80Ezam1+PNgOAwquRSvTX9nXDg1mvwRQ7CuOvUd+bnshRuEWrShfRRi3VxhnAIamw4u5MzDwhq/xnb2nfk+CoX8pZM2AglM8wy2Z+xdGPzHR5RHDdMfcoLFpsBpYhzoTkEeC5nsZ7vcOAouDGvFOvwpdpT4RLuwDR5g6AfQgBY3q03/sIHokci/xJGtxT/SBi2mgNyNi0nj2VupnT0TeWrtJn/C4wuYMt+IaRWw0uwDrb38OUqCSTpBigbJHAQ3A8txj2nJ2ZXjukrn2flDxp33uhRzN1o5h0UAT67BcV+kMjrgrBAkIMF/JMty3KBEDgIhK9Em4TJ93Ke6mlV55ga6w6MigHIi4haP26nvozLR2OZYeIWl+tAkJf6DqENzJ433GqpjANPg9gvoXIO6s0W5BwwplIUb7qp779TmeQwKgGDDwG3YW57iFwCQYdCuBPjwH/sjEy92XhqaVDvrDqgG5c9e0kz2ZzDEb4cfg+8mxR82yzB7ImTIV1L0g/Ghk0n5I8gyOH4nC4nMqjMEkK7jYeNEh19g56BlFp2g9dZbalmFxka7Y7iKr24mlgDMX8sc7dCLRO2qy478ec+L8RkCVGK2dqThj2zv5oMmtBc7klgq9nqLzJ4KThFJfLQ1Q2Yxa9iApk9pwqWMTjcBDv7VOzt0+hY8n95qqXZD/v57bYqWly2zC3KkvvvbgIeRDT9AKLvYOq5KNf0rrav8+rQfXwo2lhPfcdDwSkmkbfLmGE2Lc9sR7wq4X3NT52U297EyeFcpSLtxEDixSuMWiSRVQTK21ZprEFsBpQiznIwHF/YURUrA4quAeUvgDGABARB4QKlv7pK+WwN/varmdZ4HEoOnZmuMoJN0/vSsv27hO2CYSXh9H1VmiyI6TBaseRRFB1iFOhZiU/lF3Rms94i9QB3zf+vo3HMrA17HNvSxW1XPgzVzqgKqQ/Q3NkAzGcUSvect3YDBpWEc/efLmlDgJ/dmsEg4Ef1nCsTrNiYdkDvBeR7RuKMAsPyU0E/6OkJJVNQcuHxvQRAYyQIiIOG82J0DIWluUuyhfVPKgH+ZeCz2pOgjmLZneXAHUC5Cvr08hyAK95uuD5Kwp4nRAKRcaBsSKFur1P8Sc1CMENro0CJUwy6rU9hMsp76v+9C6xBZiYJYqmHHWmqF8IcIFVR1y2aTGxYPVW8855itJqHqxRihjaEjReANagiideBc9ATRpf80mKHUFSwI5WObOM5khDD4PJafUNSB+A9MvI7xwIb6MiP6vejNXmOanmMIwl4YEcaHiRkhDGEk+P1VXFGVa9K5OlK4wDUhrZl9rLVtRckJWNVnTonF0a6T8c5n8Eu7dhJuzI787RtGvYk4EE0jSF6O6AnpY4hohVNGm74dZnCL94gM43bRHU0YrSWxAWoB/4wrozVXJo0XIF5ioF1zry85Dwve54HhgNTYBh8K/syvmQEy+9TaCIpbBooNgo14YPh8f+zd+ZxUVX9H38fAQFFJVAxl0JTU8MkNTGXNHfNJfc0THzErVxIfSTD5Zoi6k8NldIEH/GRMvdccssMnzDF3PfEBXPJDcIVZPH8/rjDMjADA8wMi/N+veYFc++555y5c+fcc7/n+/1+ygmeO5UgsZwgbFD6vuDZkFha0FosyLGeqWIgT/4RLN0Do9pA6QqSL+SPput4McUJeP8x3JNduSe70j9c3R46EUqJPXyVr2fqdsjASsg/aoA+lZRsGOsOpWtJPpYH89OJQkmiOKxe/4XMAl9wlCVGvsn9zYKQfBg7QgFEBBXE9rSXldhvcnGDYROg5DNJgOhg4pbyRzRwVMTyi91zLXNZWD9oILbQml8LqGcWLJiKxewUZdguKrBTlIHkjJ5xX7FHlII5oTlXMzKMCAGq8aQX70grCPU0SY+LOpeoibguqbZM0jDL3leRh2rw3KkEz51KcFB+DECQaIaISoSQ0Dy3e4eKrBODWVPtX8TnSSWmMw2lPWzon+c+FFo2BLNdOEJcQcrrFh5SsGLNO/8iStxCr+qOIRxaioh8QonY52kvceQJHDK16ucY2shnDJ2eszRzwXIAMew2ovV1MoY0DxUTKF1GMqpbgXUsCxYPlGKIB9DZDZIyLAH9gyMDOkCLPdrivONtoWxFWHi9MMTlZeUS4P9A976b2ezLzDZg2xPNm+tAKPRnrergYiET9nzMf+nCDtbSn1h3OxS3BMLPwCngcukanNIkB+xbQ3VtjSarbshHQK11qKOMLUxYnXO7rAG2Aj96kRo4W2FNesb55kD7laSJSUhvmBcLvpPg7NwaIH7m5OT2nNiCmsshAY4OzLsIYmHhAHDAwGu92OOoQBA4jZ6Aks8UAvFgcunpjFQBhs2FNZN6wIKlFJ61FKgJeNaBcxfUR75UdE0VL6HGJHsUiDu3hcLHeFhWlk4nBIc0W5KigDO1YKSSIcTCBrr6gRsaI0S02XuaM7HoHxUeZrMvM5dIfwCI5eDl90g7ORa0SMEKDt0BOxesgVc334NlisZDcS1sghkaC65y9yTwAaoyW2Z1tvpg11udc1iDq8vZHNq1Bs7BDRsCb36GnYPGw+FExlJVwHqYJlcL8Dgc9RqYBJ1saMwirvd+hXsOiro/GUgIQ38+q6LCTc3Lwm+8y+8xzeDQU3LleaKTO8A8I/TKUMoC48Eb3uJEvr14jEs3CGykevndUDTbkkBnIoBtcPtmoVJDsRhQiiGde8KsTRO0XKvPUY8Zu19n+vV58Iq6zR5ITrBjC+9SX+wx64NEQaJEwaLWgnsF3ZFCiwvjBy3l4XpwTIjjKz7D9nQiU0Yv4NTXhtdS6xcQbZeT7pRrWJYKZR8s2pee0ybjUe09QQw5ROpN7Khchqs4j3goQSwEDsCcwwgWaY6oggzswzYfw/ttoXAz85+JlBULDM55UpjoDIivJPgupDAZTwA8K8PC86MYv3kpGBAyZ8FCKiVuW/FVJaH1m/R/AAvcBOPvgHCZhToxLoP8lwBfEDzBvA8SBclOqBmOkWUFiy3+vWARgv/Ig5zMPr2dNuV743MvIC05b8nUxNg58h1UtVeFAgHtQKJeDE5ampYvY0G3KbD9FFVlNAP5HitS8CaExEfqfPsppVgqxlOgIS8WjMr+yZ1yThhbaKlJC/kzzfi98CWtntiILT6CJ7IHA4V7Qfcm11hCeIoR9QFlGhCkO3N4Mlbsr9YEZT4oc8E3UJXiuk412q8GpYu5e1wweAMVZA/s5HBeksM5OKRNQXepkHGT1qt3EpIwivuabCfPKJl7c+s0GC3/AZ+xqKt6OeXQPs8Hh77nJTkcKYczdlP6UVWAD+WrtFy9B9UPJhaIpdEv57ggJ2kSdKX6UCWl7YdrvDbuDO1kQx2uwRZygwfwrnyHan0vUpATiZI8M+hqKmwoV2C2XAC3T5F7fz8XKsmP2Xa8renW7K3gGbZE9ayKMleVlrZgIXsG00O+TkqKg87f5EOAITBK2jNcvoSPfALTICIKlsixah6kNJ2n4kxD8PYFHz/wUXi1/4WC7lChohRPIcyFSr9e4SHpd3Bbg+WMXcFTAW8IXDCZ7xiIPU9zlKItwyNYVk/NgefjCw6+pN/bykI7BcKceYk47Hmqrt4HJcGUsbhzgpI8S5OATd1fhkdqztkPFArVcnmRpAr0UeBHCvbhPxmKpPGkpgJzuuNKdNq1aijxlGLWL7M5NqgFJotPsFaXkQZ8uYXh8iVVWrkIYfFAKUa0AJbOGMwtKusts5e27J3QNsv2qZ6T+feA+dhYJxW5B5PcYANU9YSBwgcI12xVCqo7hZRo9oub7GcOw+VKKmZYKc8y1bVStyXp2O9/ACoJXybIRBYEGtLuabYI2MLLAHwvw+lOawDeBOq+Ew2HFO1D2iko2KP/O3zIFbGeltZHuW8lOFbIDPBFiXbloKT4nYL9vdhgXdhWUQzABhB/SaihkLsUx6m/qJr8PfI1lG+N3bOs/JdBMAlmRgQU/dg3CybEBppWZ7Koka03mLIDKooJ6e9T/xErkLtXIFhA0TOH5pbmDA0O4mVdmZotYE88kz+aRne2aoleqw/NmXKTJKPZlvFhsC69V4ex+U5PnlcK4naCLxigcuvMfaaMSJdyndV0NnyY+q4iDX4+lCWZ/pRXp8NM/XWW5BlT3v+Cw+97sEe4Utg8DYsWrnRdvx53jhdI6ylF/RF5V+7knjN+3keUgXYPgYUm6Jg2ynR4eboP3BgBVU3enNEo4leHBVATe47dBFSHUe+vghEwtfvkgu5WoaMmsFauQ/j3JW+SqS8KddkoV9HlyRTmkx4KdiiwAUP8T7KSlmkl11TuwRcxWwB4ZgsNSx/l/P5Mvh5aEmWGc9imFYfDJQBT7gN9wnP/USwUHz5UkNMFNH1BTJ5BCrKVxn/9AUS2KNjuWLCQTk1Wyx9pxsu89qdk4+tdOCV25nzYC4cThIzFyesmjsQVdGcKLY9wIGjIJAK8vmQLIi3zxu8D28IhONo0vWxSPZCnNRrDttC21jZ+f1CLauyjj8sG1kWPp8WrWSW2DaFD/y3saTwdgBIOT2nMynx8KgtFnbX050r1NyD6XEF3xSwseTKGx24V1DcJoMpRWdCHxYBSDLAHjvWsy1PsubTjGF6lge65r+epVSka8oBoiqfN3BnY/l5fCFc0W1xRNfAOU+wk6PKFE7367eTqenCXx7lMTe7jzE904afS2nFe56jHNKd6gOryd140xGiPt8kKGgcUCwVMO8CmA7C+IBKQ2QPdcAi5h79DcV6rtgE6oZrEocena1ByE/+voSzwKnAXw8fxugDO4MpV4imlrvxm47VbBdUrLNEiYfyC4oznsI0QA2yO4KO4MHzTxO1zwV1Qg8UOkC9li0KLPW5D/+ADNgPwmDLcwQVn7lsMKhlIxBZC78ARF7rXAfsL6hWhrEFNLJ8B/wegyWGPPfBfOZhl5UYAUJs/VQ+RPNKESJq8lt8koRaMgyvwJlbsM3vLidhyi8pcOfAGRCtmb99cpGDNLV5Wf3/A47AKefy8VVBnicdAy4dMHzZAN3ADr3Jw44G6ZUa0XTbHNAfaQyESU7DkQLGQxvcMJEW2YdQXOZctFoR7Id1qYBfXvqB7UijZDFQQ+xg3e3lBd8VCAVIW6CsvI9ZLIKQAeuCLnPAG0eUqFmPjCUBz5E+NkW41kG41+EoMzFMt4+tAadmKUZ8aVr4u0EI6IX+BxmILDcQa3MQ6gvfrP2bYargtO/Ar7+WpjxYsAGwcBLJOebrKfGiRFyECL3/OGtGAoAOTCrorhZMzwYhLkv9Ky5zjxcYG9nrRWR7gdS6avfXT1CdMeEGL4u1Vd5eKrHppFGtEA9aIBjByY94qChqGdK9BA1nFwAN6IoMbIBsISr4kqeEgqeYgsz3fgXIDspYgeH3eumgKLB4oRQwPoPMMIArYB1tvqUKADY+cBzvDbH/6+AdHIvGg64B9KKGw9lYx98u4BAyChAtOBd2TQsZDrq2rwPgh91gYCh7F+iKwYAi3V9TA/IEzNtDUD8IkR2sW/XQco1otZKmnAmFhQFUY3Vr7DtwYGA3K1Xw25AIHaEanV7KxgGgYDFT3gDW0pJnT72zjnmHp4urAERrls6MWigZVgGFQB9VBKvAOEM6F4FfVhJkiNs81nwZOX4BljKSqTwwEniJ3OYKKFnbl/yGBRlC+oHtSuLAiBVq7QHgvSPZnN4P4pKA7ZaFAsWscSyOOmLXNFKzZQRdOnmyKGr5SxKWoNwi+9/2ILvxEPKXYTUeSsUrbHRNTHuIigXwaitzA/wR4EMnJnMrWUWA+PO0PpfyB6GAMkcvuyG6UqPx109hYDChFjM6fgph+BLwbMfvmZ0weGIiyBha+re43Rq7kGW6TsL/5lElvB6GYd/wyL95zEazEHEmSihancRX+8OEw9pCHGAILFoxCReSnguBiYDxJAuqLCciKExB2Erzh1yChpaiThKFC38aj+k0IqOzDU+xpxu9mbt1C0eAjBsulhF74hNC6MCH5BrHW56krUpMTHkNNYZ931opYfkDw4QYJfYqvAWVsuSUkypK5kNd9MXAkDp9fA9hKd66IigXdHQsvKPHYc9KmKSQvxGTKM+bk87lc+dyDc7IeF3mdG+IAqr5VRsz5OW2QewTBr8BXGJTnuVBjMaAUYhQv2LSys9a2bgyBrw9DSEO+aPoVk/sGwhrj/gSSsSKeUmQwVBZT4sF0oqBFnJtwW//eytxi1IFVagw8cKx7Xb4nbyEHpsUeTvgys8FEjllsQblGmQZrZvSA6gXUgRhD1iaKBneAnXdhrhzDm5zmVFDWqUx+cAW8RqDqtOuhHdBiEml3/ojKDXmaWeXCwgvMGPDKlMukBZQnhgt1XsXri2sM2Z7qpm28X2aqdC3ZhcAXA0ryjJIGS/O+OFiRjAOPVDljPXQDnks3rqtZ6ek1cidzzaBKllsSsWXe2ema/JvBBd2dIsh08Ba8Vc78uU8AjbhTMTCeAOozThT7/j0MboDq3WdMOeZ21JWl2EI1vkvbZgOH/HjV4wLXxFWgM23kdmxJVD3NuhefOZ3FgFKIWbOyBwOFe6atZzV/Z4A3RMmqaH4ZFiyYjZpcZm2L9BAvZd15vu9boF3SgxMyQqC4q0npLOSOz2bMJlA8o2B0b7KIZhd5IgFEEIdMUHdD4D/LBnAVV71lWrjDrLnpylp5pugpSVswBG9npgTrToL2HQNJ8bcGS8owCwVAo+YgxFpgHQArpCM2367J/iATkJO0bSIlwQ1eEK044zNLMMXP/IkYi7xksV5uwnzFNFU7tuAnIViltbEM8oqA7iB4DqHQQ3RLWyzKa09SCuGKfnG9YooMymmwqvBY577nnUuT0+VWe9B1qsoorteonf/YeQsWsmHmiQBYANtXt8myL2YAzN8zlQV9psAG8/WpkvyYS89q6d1fMuE5Nxzz304v4M3jwDyNMkAxR/EG+/kxJLzlREFMBO3ixvIQZ6N8dy8qhyY1QOmZKSI5Cqb0WgBBMLWyKnXvwl1G+62ATYavTSV1hJk9A9iysoMlF0pRw1WBH3TvquuRvRKOFcnU+PksV3Yr0MkIsfMWLGTDEFmBphzi7/qvZdk3tP332NxfxnHW4or5Jr8Bv3wJn2dTIBlga/4bKq8Qfa8iDZ6d4oHdsvzXV+gZDxFladg8okBaDzjwJYwGo3x3LyjfDvRh0WOIKQfhKSBPl2CLWwf6dn1A4rNyKBrnxdbAArkOsagvMNegut0GXS50z7oWA0oBE+Dmw3Pxf3mvIEzhRlhDCILmoy2r7DnSGAhvjuVM5URzaAzJ4Rk2hcLiMBiw+jC3eFlLInVJCriEoD5rm9SAUhZoQqp3wgGa8392z03ZIABvVoR57qOZ5BWURVaxOGGPKhb3JKgECXbBGNfdUx/NUb/XdH4u1x5/S8iVwVQBXG3RSrn3E134qZa27Pintb7hwPsP6N0cKk+4BUB1oomcnbtH4ZAHUDMUXFYWR8H7Ys6HMMUj7yu8A/mOmI7lWcp44BTFxyHbNNzHmbu44EwMVurTtYVMpGBNDM7czySF3Y/13BZ/wPeo7nsHMtyP9ioklbdnR7Inn1h9bbK+JWJLDM7pyTdnAUcUk7WXRh/4TdzjB/khnWlt+vYKDBugCjQuy6TmM0we4pZ6rWXxwpwPnFBM2nbxwgOaQvKu9C2ZZcdP1wdl9R6SBt1hjJyLJ77qkY3hPZu+kKwY3lzYRm6EdYcBYEZ7abZYDCjFgvOIiRIiYEcLy1OHPk4BcpeAiyBqb0FNfmchKw2RFztAL9U2nDELTyxwRTzGniiuFUTXXMcjewhVhQo4arncjcokJygxXGpyEShmaLEuz2M6IAZpbz1l+V4Npiww7DzsqtMqLT+APtbSH3d5AkIO00mojrfx5D5J76hlsG/EO/zP4n3yQlKGR7SR29l32RtqFoS0eVHhLrfFPyyvOY5RUQtx5n5Bd6hQEocjy2uNg0tHgbuZ9l5CfCzBAQoi4f9vtOSgaAppS0ZhZu9D8aY5FWQNPFiv5sgwMY9wYHn9cXAm81P4WpO3XXyowl3ZjwpvP87xF7lzEMgOtQnAh6ZuUt14G0hemqsWFXmY6W37EFaIFjAtBpQC4h2grze40x/YlVPxHIiHBAV8FMoAREFPfuQ09blEVtdHfbhwl2b8zp/U5iKv57NPhY94QDkDih9kXvG2kBF78FPPFZB2PaUmPHGiIAYOe6jji03EQzaWz59ct46a+Qgoa6u+j3yW1T/pzl3NOTBF8opCgA3g1xwIAt4ylZRofWjXWztRZE0QAz5E2WOC5l4grtSpxAGa5VjOihRVevYEmeKWc0kj+LVYr4oWR6oC3qoXZj4pyTOa8TtxrzlyDBsStjuhjIAb30JuzCmtgdYj4GkYLHmS/34VPpKAbXCpqpobw4JOUrCCS3dINeXe++kVlBEw42QrIEK9dB2AOPP1KRFbwmnN4chWwFLAmN52LtB4FFTSvN2uQ4PtBHjOgIF8DPxlxLYLE/2gaj06EmySMKwYyvMbLbXyZ/yDo8Z4kq874AuODRXmPTZIpdUe4BXYQG84o+S5xf6sRSmgvML6sBhQCoh3loAY8yuEHDd63f4nwEmcZ1T4eaa2mmzwcQP5jq0iAa/g88zwnmT0flkomsyNhLLiPD+jGk9KSSduUZma4kxaElnT0xDZXRBmZOMJwJvARfkOJ3AHYHzIUg4M0y4TAjiJG0VeTlcfFQExSMJbazGN8QRo3Zvre4WaSDUDhkXAWjAG/VnLT+IxPxd0RyyYH9t+DE34L46meAr1XIhgAwflTBAncy6vofUmEL1+Zabcjo1YYPx+WSiadF2MYAN8uxioifxcwCEQZ05isvtTJuJw5LBoBizGuHppAB8hSws2blffXZQ+fCHKaRc5NBdxaANMN3bbhYWy2MVVwrvcPMqgOw9kfvmNlpwRf5M1zLC4ntPCR+vvQQz8FUKMPXMveCwGlIKiFKghJEaUyzqSRJxsg9+3+1BGAgtgpl2Auq8yzKs2mkeqjwp92ECDI1GsadyDc9QDwDolRR1mvoXpdedxJ/OTTjFB/gJt5GP2zVBAUQq6O4WeeLQzYVSZF0sVp1gMMD4bERu4CpeMXKviDvSEYF5TVyYASmctl4Rx159MgbIMTo7Qn1A3Ox5RBioAJjGJVYEjw5jd6DP2CotwuDGZ7gRiAOzKwWPwJeIYH7UUQtSpZFJ+G14IMycF8B/37FV/LBQirMCZGKPmGKjGdY55emmiGhTeufYHJ+QbADS4G0WYS/qYrYyDC4Gv8orDNealepuUBjjG1I3zOSp38Pk7RutaIeM8K1aNxsnzJiOsvrXkQsmRWNIfcm3wHrEE1xHREBptth6oXgsZ+2EMbCDUjwGD/8Mpkb4YVIX7QCYDCvEYf7nI2CjQKY+H2oFHuV0mMeg+pgyBf06GUFDDvoqLLHEhwFuhSfB+eCv7Yg2Btgkl6Gi7CQZGkt98ek2fHeKkfJNEcS+DZHLBYjGgFCv86SZaYhe3Ht+RzijbSAtu7wWUlzFpBpQG86KY6wuDZXiaASUV5QjQwqwdNyszYqGl6MYP0oGKyoSC7k6RIh5QfAu6F8bBBnh4xIb/s5pY0F0xCvYfxpAgFuejBsVYXclEXeQMgbLNYjwxNmI1TO2Ss5dhNa4TXhvCjdSusgZc1oCHPGExoLzA1Oc09VafJ2Dkl+qcwdUfdwaqO8srXESkGVC8A5ewQjxHrh4HmXIe0UehEf0ovtKv4eAVTuwyBQ4WdF+KGndYIUCN4SnqeevskS8LFGEuPxoTEwGTm0/L8+GmMiQ+ogzUuUHuAgotGMK24LYcEftyHKm7VwRhlwzMMEq7D+yW4UoI0rtHoflaLQYUCxYsGIWHgGwtCJJDGSM8yffjmqJwYnptAMqzxODEopNKQ6lfAC9QLmjvGwW4RJA28q236pi27z3CaTP6IEmWHHH5Z47CCd/0786S7Ne4+JUDm92w36NJ2rbqRPOv6WtAFdfh4TLTGgcfAg1bn6fhgPPMG5Hu3WjhxcLiTWGh4EgmtlIVZnnOZuhXQbycOvjlkW9SPiW2q0Zr9TEYJbFoU4WjB+thRTLWpIBL+i6lFbiHH+TkgKYUVeNhYfn9L3k2lgcfaJLKPAZLsl8j86HCiTW1afB+VJr3+WDgM/l92iL8xT3uKB311mAEohFekinBX+AmAsyYQkA3FgNKQfEUVDnW0xg7OCAhrgwNUVd7Y1HzVriguiRapyYR1LjQOj55wEul4wAo8yDfjt2FlrKoyYxiMYL7ugWdxANKa1Aqr2CMXQgk3EB/0E1ZoGa29fWYvobNIirbMqnfa0ZKdYepHpOZOSQAl0zeMi4dYEbzSemShBpeIo5mTw4y9+v8C/dWIX2OFI9pgmJ04VLuLteoj3rOs/sUNkAdUqWg1aAOY4xBdUn9Ngb4/ifH785C7rFBHc9teqrXeCpleEQ9zrHxS7igKTOqQxL0Vfc5Emf0cS8eUPbD4P1QbcR1oqnO0yy/RguFhhSIwRlH4rBXJyDGww7UUe8h6pVRE+pAUkT6SH8CZ+AeVFfduwF4xbjdKFy4ov4Sz2MeOfgXkSS4r0BgO65+5Yo9TynDY50P9YnY5mjkjQ2pAruUHNrMeIc3gBD4WZxPuwLWk34Hxh9OisPkX0gi40woCbPl+HisJmotw6NsQwNTsCYuNUQaKMXTfI9BKVjzCAdSNI+xD0IqGfDdWcg99kBNqq6JYrOIYrNma02gel/YIhqjhjrUZJXsB6xTZ/a1gLvGHvdioYXCrDqzeVI6gPgnBevVbDGgFBAHx4D0bol78EFOivwOnplwPU+PrpLnqwRfOcPYPyCicUPu4MIIvqWswwN2PlFv6VccwNtWlZM6/az4GhfGB8G1TyvwRNxjXUF3ppgTfAtkX8GmdZ3pLVqhc/L4wXhkPQEx2VTkkvOazPi5cGxSXa1t23kZgPWTuuIx6bLWvl1UzGI8qU40/2q6hnORxpnmPpND6dFN42M4C/a4iyyqPqYgunZdCAIxRUKcor+gtR9yqSB1GcFqxmOeV/q/fLbeGXm6qariAwZ9dxZyTyegknRiSwYpFVsSmTQsiBshsB/wqw4nr9QijDexJoVJPkHcWITJ4oa3AR9Zb8F5AUwdZ3jScgtm5tk6Vghv2FCWKb2/MGrVno2COSo9OF+/IZwJ5qKcTK3ug1gMjF8JYosEEQMsQfSR0FVz4DtQXEeKSfIacxcNQcyRcFsp6O4Ucw6zT3zEPq+uTFo5Q6cBZTMfECXeBB5lU094ji0Nlc8IGdnD8K55Zr3C+wG1f5TQB7Ko7+QFn/HU/UoNbzp/tiG4BZM1caoJ6BTJUsbTSu6iJf/TW+wojdgjepCWi+RQWaZ45G8MusXLrKo+CqJT85uE56s+C3pw8EXOF1A7/Tp2AabLMwx66w1gMSjjkf8IYqxVbaMlMpxBb6eqV5mAC2GUbi2Z8OssHMRU07RhABYDSgFxEDgbAv2D13IyS/Ko/PIQouFp6RLAcyinWmtb8huVtj5AySAXuA5INRxXQXXJOo0aadoOdf1kG8Vg/aS0ailv2Pge3Y7k395vQT83AWU9KF/vhMY74EiqZJwCbmqZqpujWCzyvk5SE2gOMECdGOniFPU5Rf0c67LnKRGRsDcX7fuVA5vmuveJP0Ngu6K+OaPglIt684MSBR6jgQignQIJc9H+5dqAnR/8COGd0qcby5aNZLjbau3KzoDhDzYK+AAdQcmfB7VZaE6671MsFBllpW5Ao1awiD7cxzltuxUpsCNDWPArsEGdmWNLIuw2bchwLLAkRc2L0m7cL1ykNn9RzYQtWsgbN4CFcESB3sat2ZZnqmerRqLcJeUOpMDYLrDJqzMM8Sdteea2AttTj/SAOgpcSM1XoKiStTeMLRtrfpy5rzqfBAFeCjy26I2ZjofAUghV2LuyLa9zEVeiOYE7MZqxMmp3A1TNt7zOZjuDmwchdwXKt/nrbZXSoE5blFwclfHOlQkv6M0GAH55I46DZvME3AmcYv9lb6xeS6YxR7U8UVKwJpIm7LvWETWja7S6I0xhj4d2rEdF7lKf0zmGBKVgzWnqc4RGEB1B7mZuBYUfuGk8fi8BCRnGw0KLZr64HX5ujdYioD1w5bM34ISibmgN/q3VT+QEHP66lXqfMRmXIFxhwRYF2WUqp3YUTE4hiwGlOHKhBYfqCL63U28rwbXBhsMAnMvmsGF1IPi8J8MWhHF6IrS4Aruqt6K52F8khqjsWDwE6g45zwX5KmVJoaK4UdBdKvYsHg2/IfhWLidM2CNvCiI04cWxIn/p4Dx7QtCmoQWWd6Fh3GHOCD0uqzuCzduZDEQCe1oI2geBGL0F7bNcE7lE8HOnTDdDEcZvmeKFGz8Ge4c55DzZtCFG2nNKJBQZOeL2hyDIYygAPdmMi4gt9I9qLqieJ5mNJ4WJuZHgIg4zLOIwU5tbPFFeJFacHA3uYaQqXpSz3gKpY7O4g141kcDOnPURLJVzCRL2JMYJbNqBuCEp6p4pvqIFvixEugiYDMJvT0F36QVgLseEC8cC/8WkcTPYWbcXXAjV7DtHfpYCS9x2Y38lQXAuoneMyo/tGdojSOeuMtl61Ziam1AzhH0M43V5EecMBpRHOLBPdAUyecQELeZwUFntaty9qHf8nEE5Vba/0xcOhWIWLxsjcEK+wSNNSHOLZSBGbqDwKyzVQQaKLMaTQsUHSxH8xmE5CsQZszdvMaAUMJPPBDLl9mOeVyqFsbIV21WKZafmfxtgmBtqPBpApP5V4jsXYNiFMHAAv57Aaej01342GqVXBYPSGJ5ElKC0+3OCL4AjZUjBChssBhRTE4u6NrD66nA2xMXA6M/zbYirCXh2ASbAHSrmu4+5RfGAJ/tLMOOztymsE/wDQPsFUFXW5dadtmnbK7rcgbpZb4aXyJqppoUP2MUNI6G1U/oqQ2bqKNhEPMRp9JSi5TzrlH7t3MEFs8WL5xG/cmrOky00LrTGE1AfTaIBHhRsPyzkwA8w64PZdPVYjzvHjVPnY0gfRexhWWdKfKC6uj6fXxrm63lY2AAVpAOOxGFz/3N+LBfBy3/cAnHVOP0qEHpB4zfhyFFgL1xB4+Vrk/1hFoyAZhQKgnmNp8OFGPKfJaEbXGjEHy712Jrv/uWFftC4HpV6XMl3klzTcROIZOnu8WRIdaIZF46S1dChQx76xEPmHZhOw+YRdGGHzlb20JHDka3g0FOKkqZfzWeXSQ2SbnEcCv1Y4KlQdXUU1C7ExhNA9VK8UyDPAmAxoBQ4Sn2YjQOf75J511PPBnsg6nRV/qvRDZx5N0Bv/qulAHVBCYQZmyYxvek8lEjj98mcHPqjAe+ID4iW34C4V9DdeSFRaoAvzkYxN3S2gkU/DS+wB8ldh1rRWbSmsBpPUlGuwlBRO+t2Q48PAd8QZx7I2QTqUdAZfH4pruKTQn4mij42u7UTxlqwkC+iFWhqw/boSbi/aiQDihYuyDsCRSOIoVwBMX8WOl3WIxQqign4SFtmli9Hv+0SuiqoIZ9FlA/eZPLmaQS89yWE78y5vAXjc0lRZbWNQbtG7KkjCsh4AnxYj8lr8i4VbD52Qqf8XO8LoQUcm6XQxU+3AeXwolbgo+SjDQuGcGb1a6wXVyxzuxywGFAKC0b8JhLcnPhNbuOXBd3wnwi1Ot5g5oAAFnqNynVdVYBhQcBV8F9Q+KP2LBRPnICx/sAADA7bmfYgAJvZmTb20n4YnXkgAEJUB9PsUGpBn4urmTHVkxzNEGcUtr2hen54UIafirCE71d+X9BWttG5r+uX+4rmDbYXzOwSoP5/Hn4u2N7kTIacx69zEc/ZG7W9PJ7Bz7egPtB7JTwZUAIAvycB2E2H8ExS3iZnJMwcEsCWGR3UOHULxZ4WzX8mIlQBL4CFiN6SudPGUEfoDjnInuZMkr8TiQf7xTnSEk8WSaKxmv9Y/Xf990DrguyMhVxRE08ZT/ATwUqH7EsqntBx9Y9ZEtQDLGQ820UUSah+Bx2kG/VYDyKnO09nWOZBhRF/5RjWMuvsbJijeXNJbbXIMkUy60LmiZuGIqpM7BCWQhupJn4S1zrCt6bMSpZ/rEhJ+3+8LYxN+IbrGfKaHSSF5Qzi5a9Uj6iu+wUKoERAy+Z7wMxz3m6Tf6G3DGND7UEoZhR/tBhQiiM3FPYJ2CVbkTRxP8oe6LUHHL3ikNbqw+gjshpDbNAIoWkSwVFaFSbd8mkH3DmO/YJ7Rc6AokqluZKILa6oA0NJnhW5z2E+nABXDAhDNRv2qIa8iC8aspucReatSaEkidjMA2Ve+vaywPgjYP1LCskaSW9Gg3Ii+/qqAIyDjQKyN57YAy6ceKN2moTvkRx7W7hRZgOz9+ncV1Q/m3IGTZLcIsITKKWJ3a/HOUL9VIfozGkCewL/8RrAVVwBsAuBhQuMI8ud2eE4XvPS9WirXIeyX0L/GUc4Rz2LtHGhwwYoA9YpOZY0lNb8SuvBvzJr12z44SG4KfiWX8JFguAJwKvAXbJeMeqY6cBF9W15gPbMrdEBJoBguY5jCjkJEI+9ZnYdbwSFs+JNPKU0iyKFaVbmBDRnda8a+G9Wx0Ansgn2XAB7hC5vriq4H7rIHARJqFd7k+9Og6eSQ/tlAQ9Gj5iHI3F6SyViSyIlYSLFSMJ3RpE1lOjFW2Gfd+qbwj9zisMRV64BUHYQrBL1UYN5UsMXXNntH4bip75L/UQTm88kQtyEfGfEK6tjWxnUe9dNsowVcxQ2znGFYKgyzHyZcSwGlBeMECdPusq91Oh1G2Wz9r5J5eBWXAU20ZhkrNj/SxPKc5/fqGe8WGkzU9U6Cjl3CB35kT1BPZALBDG+GUQALGgxSibzzfTabP2yoHuSju98uDDhVXbgYVB5b0KoUiWWnzOEC3sA7eJgf7kmOleJ9NEOaHkjnuEf2pHjTWGDL/KyKuVmwYKxONUaJlcOBOBhjKp74FcHrpyvpFXuIWW4ReW095vGdab/uEhecohl3hPyhAfQKy6GBEVbS2roV0EEMJl74rFOWfiHgLWIZXK3QIK2Di2wGGULOmjhR6XfrtCO1TmXNQLn6oOcO4iSQx+QVD7TyrinL7KpgFdU07ScJmAShM7TOLMURXbtJFBMhlCw2+BFguMNCkYjovCTgjUL5k6BzyWwrKC7k8ZomcCS6TXY+iX4NQbhLQkcMQLE8lzUMh55vBz4Ds+lp6YrHPGiQaNDaYZzfcy/M5HnlUoDllAxC8bjnQonVGVFYMgFgIUQ5ItMEJACJEO4X9bj5r8ylfnLQOyS8KOSx9arQMQwKjW/orX1f7Si1vobiLH6ZOFvIlZIiE7iN9eSZhE+sUz1C5huQCMP+PyEedr7i2qsZAgzBwTQS2NAiUdN9mlTFi7yOqV4SnN+5yiN+EcrI1TRY0kK4AsvT7oFPwAlNduACmceg6MCcUVFCs30+OGPkk/jiT2qo3IsqipMvnkfvmMgoK7E1+eU6j2iIRkrTvNm2kq347M4Tt3SFsF0AtaW682fqHlBXuE6rkRDjP5mx1iB82igqh3Ze564gp0XQ3sHoRThcB1TUxZohbo6kB8FpheNTcCmzLkD68JKhmhtsiWR+pzmEWX4k9rE4MyfvE6b0gc1XgC5YxTg4g0Jrk4Qp2jtW9FJoV7Hc3jbLiWD6IIWS4Fe26AUT3PfuAXT0UI1MpuLdQC+EDxpGF6Oa9WNcQALVcniNYAzKM6wdQ8cK/JiNZHqK07h9XIXOVmIEz8XCraDsQQUjEVjjsI6zRzCDRi5E5/G3yLdNQaUZAg9o86dR9WCqIpVNXPJSNKMGdZliWmcPt/sBbzZHCZk6/3oAbSiQ6MtNMlm9vSYMpyiPs/DSlPY87EVLK5g5wUJqTLpFgzivgKB2ptK9HmSltcqFRfU6z/minqdn7sO9dagxhPniYZAa1o130VL/qe1p9aQG2wNRc0VukvXsUlwSAF3RV+aT6NTwkztWNDDRdkDEXkFJppX+nRh31EckQM4IgdQQrrREFh4HR6KCJ6I/SSK/Xix0qx9MiUfiU+4GCFYnCEaIbQ+XIkTVJUFpUtXPPEAEmQTOl80fq7xlvyPCmIfT8T+tJej2EdHdqeVWWw7liNyAJ6f6q9n2JowHooIFl7Xvd8GcEu+jFh0lhzjiRt7IasJ+osxuf48LxIfATdkB7pvKeieFE/qc5p6Yg+eA1XdtGGhYfwjDjL3bt7qaycPI0IuQlwRjqe3UGh4SazjSpzgSpxAeglgMMwJRhy4gjhxBXHidvEaG3yCOSluYvE+KXp4CW9EtGRYhwwbG4dprtMriDMSL28Y1RjEI0nDJ8e4HidoKPWHIUVKT8SBKzAnm7n+3s54yu9w50S2/fsfLdknKpj9uaHI0dQL+bJgncx9/kcLOTOqFggpqf3sBjbALjkKsf8KBC3NW4U/dmeA3ICHcZZeTY7FA6WAiaY6BZFxvhFHafbgMKvLDeA61SjDGR6irUzefUEC//aZT4iVt75qigwHgPPAWM39ZvEwVQQtGqjGdYuocS7xADr/AmwFZVH6dqUy0A2WUhfHWv/g1yaKc/vQ6eafG2xJZAgrqbI5lsVoxyJfA8avOc9bHc9rH3Qiaz2vc5H+DzZCmPa1nhGlMbAapgyrQfarO04wZyw9fNcQJrJKAVtQcQLGroQrXpXoG7OeQ92bov4a88d0JxCpKx3nQcmjocCclAXG1yEtlPjGfuOti9nyjFOA6w74MjYAVuu/xg3hzM36pGcmzB02gF9loCf8j1L56IWF4kL3DsBcuPoWsAfUX8NN0uc/NnzSfQHfnJ4AQICbD4zObwafguQm6p3KV/N+LhyCgMsz6PDa1mw9DCzoogqUHwb3nwKpyc1swMcPPshU1BO4oeS9qU7tYT5ceaMSkXhAaAzqHT71Ll+F4GBP1YtV7OTx552pehqO/dKCzN7MY6zA+QiIP1ejfz7RC1zf5NW2F3BFv4R3PKUIeebNg9BKkGUmZCEde7D2VcNQtsMlahqhThvw9lOvLVA92pf5U7hy9+jCFYK8VE8qUPPlHFGMU3Vp4MRVYr2q43cexNFvyJdHVFV4Lc8zaXuY6EvD/4vgppk8wS0GlBeUVvMOs9AXBsod/E4znWWUieAxMYnX5GUz98401ALEWgnJ8CuC8ILuUBGmc3MQbS/CpZpMX6Q6stkDt2+W42s+AWADfdjwC8xcFJAWT5lXHInDzjoWRUfew4eAMtCwevo82chCx+wTa/7njwEMFW+Q843gTeRRgb/FeJItDQHxtYQh/sBC+sr1DEq7m+cNG+DRXRv+z2oiAJ/xFfYiId8JU01NTWDX+VYc0Iy5M7cGQA/jtuH/AAo6asAeuHKzUpYwIwsvLiN2B7JclEKuHp5uU9AiiaUCljIrw7ai/oDohJv8A4AzwgVQoCbs+UGhSX+LASV3NGfAvf+w5uS/wD11mxOygcC/tXbJf+RMFuTjIervnY5cEg94rYWECH+y3uFvMlzUAeoAkRAUiQiaha45g/MBEG8t0rkvjZFvMnlpzlLFcTjywE5kX5cFwIWGSRF0ZA9T+09m1u7Z5P+c2SP7pl9rfptALFtE4R+j2iFDBP4n1He1ZVf6CSOr44UpiDDd17/5cEFWUOfj4WZq0WJAKSDGvwlzT84laPIkTHXRdf46nAlyFvOrTOVUphj6m5OcGF8tli14cIvKjN4N7UNBWaNdLhoYNXoP3Mq/mkNBcwO4+HM1NtCHdSwgRZNM9GC3NpAp3u6Fw1MhcPUIqvTK/mbgAtSXDalHMIhj0KkWf8vAtP1fEUfJTEkRroyrhOJ8mzWePQjnPUB94N0iruXqmko2kmhETgJD6nVh4KpCcuFffygUJEPqmUrJRRJfXSh1gGmw3aolLtxl9JoVsKZQCUdli74kxk7A2EnAM5i7SPd42xDoHghJXunbrElh+oF5sEbNO5JXOgMewaSpsM0ItdNf2BMmTPwGr4SVKL4JLJ4HH1mBc6hmvy2sp3E+emPB6EwZD45VqTDhL5M14RByj8duCkyJyLLv2299cJeDoQaE34I9sg0fpvxArHUo6aNocRtNH3Gm/dvQGJjzdtqMu25/Sxao7/mIK5+9ARE5+f/awwe+4AXObOedBvs4OF9RdzkCez7JctXMXzCVynIUE/78Jl0xYBew1zCPgZd/iqOHXAPiRjblM2/Prt4cZjrW5ChVbFg7FjJi+DnNgSCFbz71grrQHDgvByOuBVNk5KKTwa8aTPxrJv0WTSH9mbMmHWQZHlGGg+JPtDMHpjKKCTKY+Ucc0o4qC7SWdXHnP+pzAJC361JhppxIGR4B8IiJPKOkzpJPlpWge5fnbOvbliWMZY94BK09Cfx1BABluIh0Nu+vw2JAKSi+gCBhjUktdqMVFox2Zb4/2GfKmLyMETAg/f3UDpP5d9v5lF2TRDzpF+EdQPnadF1MxR7DDDT2qKvPeRE2vAl8J26g9A1ErD9Jup1yMTmI1BUgZcn6M00m/RvK+H/eabJ6P/+I5TqvRo3oJaCuoLcccBR+0JS8pLBcQKocZVXZhRF8q3X8aj7mqWcp5lWYrianApbPieYbRI7fuT4B1Ix9ykyqxKppsQecis5TeyEmNU+OwVexL0wdMBlQZX0jB6pO00VlWmmrEZ8ESM2FbIMqlbl/bhPK8Iiyi84TT9ZxsSEQNC5d1caaFHXy0Sv/IUwelWGh9ygeUYZn2MJb2RS+7w+fV6GV7/8Imjsal3mHce4HUz0n568TFkzG2BFzKFtVlzyk8fAp/RWP/coQOGWy+nB7P32fMhIYuSr9HiMiiPmpKoKVqDMNcy7RpN5BHpHzyJHrESoDD2GvAntH4Sm34pLhASWeUpQk0XgPeUYgBWtSsMpi5LbnadqYlYJVrpTs9HFl7RsQqGRTIvXu70SNzWcZyHcAtGUvbSfsJRFbdbEmSJ29ZWTuREieuJTHCd8yZ4Lq7rRk9Fge2FmT/feouS66+rOFJOBPPX3KjHHmYdmRiK06LlswAqnjoGFPEnM/HcMdoY5dfuXgPRGKajwpIsvKpYHRsEBUJf2Z0x7wYHfH2lAdBBtQn4Eyzqxjwd2FD8RUraNqAo3GnIMghXwxEd4UCziPeiaVKzC1uu45xHzbiTj3jWGA9Qq6dtyH4CxOe2/yj0YZ6x/Mn4raYkApIKotu455cp/E4/uFwogvlmlJXOpig1UfBsltVBj4OIsniilRKkPsTTucOiagZJOB3wa4J2ey4Jov918rmZbdPLfsXA9yZQMol2FjRRBeEi4peavUJFThR7mBHpu1T0pQz6H8+4EaA5xwxglarMUYOSX04bcJxF2pvnkMTMy6ulhDduXyejfoDllCeDeBby0l1+0qzSE2wo4w3s++T5lYMOIT4kV+1uJzZoCswPehDdhpiVDIF2WB8buBchDcVDVy5oZoqtNMVsAv7B7+gwq/EeUSML5KBO2d1N/QOY0ig58/3PzCibU0orXGsKu4Q+xxO5zeSkA5obu+6fvnwUgIM0L+l7BbML7uUlgGX7Samn1hLz/KLbtNM9ZyAnf6yz+J4LX8d8JCkceROOQVAethqc5QnXSi3ge5bgjOvW4Qa23GhJg+fsj3BOI1CW5K9mVn+anKD413knddua2E2QxL8+4CwAHe+XsfbQuRAmA89gQOmgw/am9f8sib0fVXqG/qQvA6T/6imuk64qBgd0Nd0LK1S+Q9NmQpMu+n6eAJs7xnw0jtfQ+8S7LEOg93g11+yKcC8ZcEH0VvnzKTMMsJ5is69xmDFKyZ9/V0TSi0JXFs/nBlj1xBZW7hJoLI7W/6uwcgAwVB44YyRtQjb8u55mQn4h2pSc0zN23rYFmW0JDabB0G3UdoNob5IUtpYt+qgeicdY7dXDak5aKj4GOEEMT5R+kRKDk4zp1d4mS2RadvnQcTITgFqu4AufIN6FuwQUMWA0pBEb6QdCuoKUniewZmCavQxVVcWcwYZrYJUKUFTYw96ooq3eArPmPmoABa71ElTjMPSa2B1tVALJgCE2NwrgVE5a3dSCAy04OvK6gDTDslU+mfUVPQDgaqa7ZFgWY1JCuumrIHyJ00sgvgjZZuTXnoMWw4SqYsk8q6Fdzpq65An29ej42VPOF2dn1KpTnQXueeJmlJ2TL1qBys6dkDhJJtzV34CTkSVsWqYV9a/Q0D9xnH1Y83ZxKwLId+amisXhdqX7SfEK/1rKC3TxNaf8N0PcEMj0o70IrHXCJrP3PDIsah5MF4UhNVuRNUi/sxCv9Df35JBvACfCYBx6iGKn1UE/X3f6hDA55hiz2H045JPU/HUM9TEzL8MjLYgZ9iTwjejPVcgvWgx4X+XD4ElFtAZlnivhqvQNTP1Eqz7Ss+Y2bPAFqfUItVraP+fYk49TyGgnLBOH27hFqXcgJOt6qv5T2QjgtQF0bDGNvFANzHOS3vUWZsSeQ1LmnJjscUlVU7C3nCnqfQ1DCPqEig5kho13dvvhONG4YT4E3dr47hLyBQjsCHZaiLWdGZyroCNSk38TbtbPeykVr5aPcmJCvqAkQqj524RQfiKcUlXiNFMx2vzC2ciSEaVx5pVoPL8AhXonV6qzymDJeoiQt3eDnLwKKfzO0CanthD8kcmlCKpygaY2+3M3CV6kTjqrdPqdzFRf/CXbSujZpZ4YfwWbnA7L1zzgBx4TA/64zx4xGr+LHyQHbZtuQ09Xmdi/rrycA7HfehCOgsN7HTxw81xffDHPs0y3M2zNdT6RVQk/6Ek6/sDGGo11Cu6Yx6B9V1jRdfLj55nfqlT6sKja6pW7tBpUa07zcEHoC271LG8/QQdcKqJkB/k9Yc0pSKBhQfUCqvYAwZFBQKLTd1enp9/Ww0yjD1/+53gUq9GfzRUhSN/aQ+qIlyb0Oyj/q+d0Woxg9ZjYt5Zhv4bOPTcUEsoCVJmV3JyDDXCQElKu0TZXmGS8UJ8C4NpUqnb5PJ8JUJAgwsMsYWCozWgL1sSPAyNa11kOdQHsgOjNdxv42VnRHXE2FimEn6Eg1caSd47qT9aijVUI3nMTXStv0t30avK6e3F7JWCUbL33PXgZqjkK1KarWdmCQIzkGi4wN+RFbNoU8aGsgyWT5f6stTZF0qHNUBSr4kGShyWI0GgkQzSjyUeOnIgxb6JbwstnB7jkCOKA0UnNzvSry4Lnvg9UXBtO8ZBPdkV+7JrlSXr1KnYLphVg4At30E0rs0g+VpfrurakN6fg8nZQ/20i7LMZ5B8Fi2YUw5aAU4Sre087aow3DzfgAzE857nJQ9WPrFYACWThuc9tlXne/HHSryWexSKojtBIcav/3945qwXTjCjcVZdzYeRVd5j1GNDIv9rs9p2ogtVBDb015Vqv1i3A5bKLJ4BkOJWMk68ap5GrQei+xZmh9EI5KARmI5snoJ8PHKWtbLix7yOoNs/2vSLh3HnS2iJdtFBbaLCizfOI5ESrKm/r/Stq1p+S+9uaM205Pt4hVWzB2dq3Z/pxlbROO0NraLCuwXVuSkC9aoMgRU+DLbPqWyfOM4rfozvvhc11yuH+9IKwYH5+xBOtQ3iA7yAWgWWTKyRbyMuJVIZ7GYLeJ9/qR2jvVlZKbojWxVEmqOAvrRQmJQn3QRNhASywk6y4IJEZ8kdyFrlQAvrwJpv2CI5rHDQVaNGUUH6y3seb0lAN/IJTx5JFi6PusRk+VPyDolwNMLGIv0LJ02P7YS+83ae3OzdDM8eSQYJdIXQi4A1z8U3PYRHAB6nwZx9zk3hPElE45NbsE92ZWvymUdw8ZHqXOdpdsMq2tsdShdXyLuPk97lYiV9Jti5E5j8UB5AYjnxopahAz15iO+V1eHChClFTBO86YazKNZ2irLHSoShyM9SqeHrHwE1FoHZZ6sAvw1W6O5fbEcyugH+H9tvBX8VZAlDcp3eFL3h2jEuHEomn3KxAcQ6gsJWesYMOI/LBaw5LovQcskjLwDbILRoyAOCJsL+GZxwmgw4hBrhYGBOHvgs75fAeB0IYG1R6B/Nn1K/yyvMSM39/CKwJ5UDxx9jIJlGk1WR2BL1hLRmldrL2ACMMqGVg12MWoz8CSbqrtn3dQcaL8S+rCQ3GjfxAKeVzcSW13jQ226iCedeACd3YC+cEq17fMMWzy7XKP1bvIcjlYUsAZcKgIP1FWPtEWbV+Ac9XQfVA1O8BZdx+2jxRVYSiOdK5mliGcg31Eh7HEhyiSQP55RUuu83KJyls8uYkyXaT4GZ/T+5iuBO8dzrMOaFPqwgTdOXCEU7XXPgr0DWTA1idiCNyihMDen5PNngFDAp7XqTWASPgIHjfeIAkcnQupcfC9w+irpboEA1Ae73uCtGgBB45nRwgMi6oMOb828kcy1VXW4VqkOZPyVLGvNVy0+gzMxpP3KI5rzVcxnWFlnHeUSwpyAuRDqwfyRE+lebhu1M+XuOMFb7H3QVvu4vU4YKoXrjx+XN6luyfd6OoA4BRF19fYpjRDI3UhVlvqcpqLOZJba/Mnr/H6nGaDL1Slc8xoDNcuy5ewA9Ua0LNNC0W1A2Qi4QGALXiMYZRM8HADh+4GmwKWy1OOcQX3SIjmGsnHguU99uzemHXAqd3UYgcYcYXEU9Lu4inXlFZgfTO6DZYsaTjCyOw5z7uHcBxYzFjhLY44yT8+cszFHWHoBep8P43+r3yVSwE4d5VwBr0AI6juU4pIE7w5kOS9JaJtSn9QqgcmyjNxOnxdn4a5hI4g94DsBrs2vACIC7QiAsqwc8SHM+iHfXc2IxYBS7IkHb39ue/fjlqycD41t49A6fCf7xTnNu354yp3Z6t7X+gnE+8uB5Rm2buNlMQ3mjOcbRG5va7lii7jGAoRWnJ3/AliAbo28pJHqdMT/FViEYNwZCW7NkRcFNAfBDzSQh/hYvKN94EjDn+n9Q4CQdEtJUg59SmX7yGx3540zLixyE2m3EUVPsbKA6COhNshaAmxh3unRxGtcJA2lvSeIIYdgSHiujosEjtWAVAuTuUM9OneBWT9N0Mow/ie1mfHTJKbFzsPGzNnDzYkLcOhOA+x5ynERZfDU7RklmTFjEqBfucaVq9wW9wij+J6/okhJEnnjlSv4X8/6vRSPKacFfTyjJDP8J9HS/zdqioMaE4Ru/Bep961HchKKyN6DMs+E1WLSR+rEvyX/I3piDuUde+PzTwD2GUw/lfmbSb/N4NtnI3hgZ2jK+5x4CF6pi0IZfiV7/XleKdM2/Ekqb5PNGJcEFxQSHO1Zd8aXKW9ou1hu39gX+vjrPs4ArojtCBZk2LJJPTrbPpmWiDHtISg7VR0buFGarlXWs128AnM8+OFzoXX/+QioVElCJ9jhI7Ae1wLRaxEx0hdENqtRBrGEko4LtN4XFLFAQ+HFWncvBLfJn15bUaAh8oEAXxBf/0b2i4Dp3AHeFoNohm7jCcBH5UD4SPCZS+HPf/Li4AIIGwliIVnTJzxkWrXqOo7KHxYDygtBEnCMNZ/9CyqpW171vcAgtF1TPYika9g+4y2woImbm4GaBRoYyC2YOF59U4c0+apUnlGSgIs+lNJMsx2f+QEryHqTfKgdT2widCm6JOnoTWaSUG9az18WjJVzCcCHFKwYPe0aSyI/zFfiI11tG9Ink2Cdvn5lD4yVdoTgDcCku0H4u6j9igfuvl+Gb+UI2AxUU2OwDc3mf4eK/Ef6sI1uEHaKvExgDT0/wxaEcVwuYGn18RCt5LodXdzYAVNCF3DWqwYb6MP0C/PgFixsM4pnxTyx/kOg6cSTkAy/ACOtwHkucAZmRgWohc6ra6GDgerzgb9h5poA1g/oqn9lAtXTIaNqWHHFlkSmHFmgrtiDWXJUaeMBIzvD5zmf6bEsocK3j4nQYTyx8GKQjBWXeY1hqw/SW7PCIWeTxQPSzw0WnR6OsmAuxksHOJh+8n9pHgN+OFIp9IG6Kyrro2M80HXCerbf1rTfFeyJ18p1oerOJFPSNtFIfUxF393c0LKZiYcPYdbo2XiOCOYRDmxZNADmGHp8NvXqvOea/xf+C+04OLcNBGk2NFWgheb/XcAZRfMmCfrYsX1kX/rJVcyiD5s+1/4UEcDGv7tQjescDAU3UoBYUrAmBqh08Aq319agVJ795gx8wA6CWVVn846vaZIKlwW8pB19CM4gO1uciab19ztpx15GB/0OCKAUb/uc4QjQUVaiLcEgosBNYdTphRzHncqyIqNcVmWbv8k6bcpaRHN5fagwes08Sg98nm0xF6CdrMpmPgDA4ewSzJmy9XUu4rl+I4akmVHWwdS+k9WvWe9vLr8G0axYDCgvDOe1Eglds1ZImWCtNUl471m40ZUsPFBj+FNd0F/jElP+T3cCihSsiceeWTazMyTLyj7haKqssaFChJkx9e1/hjMMw5cGNSW0hh9ChBmHIDOQrH4HyagDrvOMeFAUwAbf7ZI5iDTjztfiMc1ZwCbZmeO456qZu7iwXHxIzisnNmCtW53HUJSJUGXiBDgyHhrrKpH7ldIQgCGgOF1ha/dE6ACR16GivItVMV+SjwWUDAtxzoNg6oTJzBwdkEUivXo3mDFhEtP95rF4NnQdcCRbA0pxQN/YlJEyPOJhC1iYcy7wfPdFd16DVoxauhBn3Zlltajg+xjFiEZ4C0WTv6imJWs9MyUAfDNd74vAR7yOUSfmjaszXtRIkzY3JGV5MMP4+v9yDk1TsaFQPzydUWBkXS6PeE2dd/kYFqZTVDh4tg18nup5UhaniJuMsPoWgACfL6Bq6ozQBg75w6FJrP3CS03enYnTAGJnlsCaREoSD2ymFz/176K3LylGe4RS4HM4+IFC29e1DSip0tJ5JRkrKgLOU+NhlkJuQp+LJjbANfaLS+zvNJ89uwSHUa8IBXVR97W+f8MGRS2+PYlXxQT2y43MEk8ZNX8V6PFSswGENUD+5pgFhw1d16zHWfhmGXEzz0NqArW7XYftqSUzH2Fa6nOKpf0wKMKgbd9t7BNHMHcfLQaUF5WJUQSEfIncL6CXukmeN75BYS8w6u1VMBWmdtet751KwP4v4UMgeaNhlc86x5Dtksvvv8x/xe1sizaSrej8S7jWto1tu3BK6HPUMx4HAOknICajiFgxwe0pn++S6kiSAHSNAry5IRtQxXcKCqB0g6TVavFH5ewIMVDu9PNncyndVmMld4PlVcfBjeyOmM6DZFvKjptiumF0g4J8VSCd81/VMWBU/Y0kFeOVeuULwBsiamR1qjwU1ADF9ySnXkl1CIeft8H0FvPAG4Y/htU6EsyC6nky/dt5EKR6rhRVFA9I2g3ry3VN2+ZBJF3f36dRCdDwDEJNbDxROoCYLeEtKFhxQAvFkX2T3uHf4yJ52/YPzv/SEIApqyE9t5mROBJO0x8kG/vnfH9XBkBCMHyP/ofkjHRkN2E3PgFPOwhXsi/8oQJzMo3sig2E5nCcUYjmoE1/TbycgfOpIkKPN9awJVoN7cQ6hY5W33OZ11jXcjBEaJZrbnyOvKdZ6Lg6hbW9ctdG1c4xEAGDWZqmGqeL09Rn+9t94YjpMjvNvePL88al4UZ4no4fWP9H2A50PZdT0WJBV1mb9U/6Ye8gYVcEHTZIfundjP+Jg7oPcIXPd0kCGcGOiOWca6G7mD3wWE5GfDsbRppGzMKk1FGQewR0z3p3V9xAbJDa8+s4oE+EiTs1GC5Up+Hrpm7HNFgMKC8s38EFJ9gDimHhgXniJrDxCPT+HzqTgoIqw3eLyupSUaobrUGsg64wSf4fbgzKtuTH/DeLRHHvG5vYgj3RZF2fKYtqgb2JYRbQ7LgDeZK8NRWupIu3PSSb9YhYwK69xvNN30WyDjq1Q80ykhrtrlCleywRqZn63ocvy2VvPNNF6dPP2XpA7e+bDwCHHA5wFURbJ6U9jOeXqo2iuMFHqCkHVbfAVr13pcm85Zc7kCYNWVhxAaqgXiN5ivZtC7uqt+I1MmSxfwA1ucz/aMnv1ZoxsvTStGTCB4ADB0Dxgu9LD+AOLlmqfIk4KnIX5oKiJ32Sq6bvNdHtL5SEGklWEBHMdTXtXwJwh+/L9QPUcwLgwWGW7sj/uGMIrmQQchwEND6KOuo11C7okLtcRRYsZOZXWrPDtgvnbRrmUY7VUE7Bh6/yVf/PaKsnk0Hq/R0v8C9t+L3JlatMqfIlsz6cnXNmQ2+Y8up0rU2zZk2DUG/UkS5z1jNXIPO9NK/Em/gc55Z2pGvJ3iE9jW9mHnJJs8DiTIxOyeD6nKb+q9rn5wRvQcQNUs30SpXpKFWzHJojqrHEG3ZFwC57zst62RpQYnCGI2sxWlb6aLj8ek2qcZ2SqBbz53tLww0l73WeUaBrjqUKEQ01r53kJdntROZj1wL1coveC3320un+Lq5QTs8s1h86wVNZiqstyDhT0epRa1so5z8bpih6Wm6HOlu6gP7QPH37TIkN0BM+B+kON2PRBNlnYBpQZyP5H3cMIcNY0Kkq37zuRSkdHn3Z/e4KCxYZYwsmpSdQRTZg1fx+esssezCCdeIt+MHMVl0fO0rINoztm3XXeHcoKVsxaoR5u2QOvHZDCdmGErINnjfVyaQugneArCZYLrORcfzBC+lejRoyoyDvYsQ2yWB5Jg/BLukENR5KCdmGBhsk4oKEC8H5qC13JAFHRG3kp7WB8WZrt7Ax6guwly10Sosbwta28JLYrzVdDt4MbmIdk64G6T1u7TBoKdbQja1Z9o3fvJS6YiOL9eeexiscouVganeSVHPI+qrRWjLeI2+fKT/UBVpIJzz/Un93od+q5yLj66x4bBbjCYBXRPpYEOzpSQd5gzayRJZXj0drcCTOTL2yYCEfVB2LHFCDNaKD3iLj3dT7+9IOg83YMfi7SiWkWzXs4tpn3Rmm3kvrSuMnOyxYbNgjJyPdqqmvvxqTbkzJzGb2iQosHzNOz37dvM6fdJaHYbsXhgVF6uamuIF0q8Zvchwd5A2a8Xue68oTnbayRnzIiVyGOBcnuspnSI9qMHFYno5vLTYizkiITp8vJpWPpJqDpFec/uO+EMOoUVMySsel90T2oJyQMGWtnqNtOChHI7vVYJI8rPMe6iZfQX0iMjc9kcFvIBsISpTVPR8S/Z6jGndMjQ2H5aj0seCsoLlYlWUO5CbWcVQkmG0elFcsHigWTEpZYB+NuUNFvWUSbqfK6eWNjZc/YsP8QURNhO8y7RtvC2XnwozvXsl64C74Fyu52+VVyKwLXxEO0IxOrxRD/fer6fKMROkvdhNQokDZE8bwzyXMeQgshda+qmTxj4vVZXQv1bV5qY8CganyYQpX5ir41kLVHs4DztxX+7mXHFbT7KG1Lw7b73EnJy+VXLAUaPc1lLj9hOea/EGf0TFHEVfFHegLP/vp8NvZB0O6ryRGRzx2YcAJGOMEQpP0mQHwO81oPyICv4Ww5EHuvDZ0pau7qXk1CgWvGSu5+UT1FhlVEaLuqr/h86iinr57oqDDBrbRPV3BqDI0qgznb+mO7LcBdrVqxSfXgmGXHhnu8HbQLRcfxEgkAVWuxkKU+n802hK/Zu+PG0SSbklqQmQB9saCBSNQCcLX5OAgorm/55mmoDrC61q19QA6Y+OedaQsyTN4ALZ2iVlTGrqB/wloxFFj+TMUEpLUe4i36qYfUa0h+lfhHwI7IcyDkCXevMv/qIvu0JPDeHCK+rzPDl7mFo04wqP3yxDxuR/eOJOb5ZbmQPu5gCahuy2J2Y6Fidiygy6cOfA25KqlnDgGxLIn0ovjHm+pm3YZclwv4E1NX4q2RHEzfmdhJJA3+wkQokPq7QA8PsCAcqvZsGmQZk2sPozsrZ7faAVYB5dc2BXYCoX9LF2U7gX6JqdhNDC/Jvq8jex5CrHgzvE076GM/E1lzmgSspqXeJL6Qni5FhC9FPP4turn7RNnCr3ntaFYDCgWij41v0KwEvnXEMhkJ7maUAt38W90Zh957M89Yc9+2QSGHDZLVwsDc0eCzch7QLpCTrblO8JyBIvlYc4IV2RXAQdAcBKmzEWwnBXjfmVHoKDLFAmzNNkugmDW9Ql5ToA2YP8WFrYGu7hYErLNBKj2aamDoWJ1hrMXCKrkkDZQXpuT8zEtj+8hQjghP23MgUxJUv0Xgf2iB4VW/M4D2BDTlUuqgzuJlCQZK2ZNm0D9aadpKPbk6LluKHO/BJsvE3iIKie56k4/Bl9Yp7ppoF6XcztCL6KoLG9xVbNqOcNjEmVuPmJ83aUoehZNOkeGQ9OFFDaZwUvAwhqG/e4sWLBQOJnUYAaJsiSBdSfDhUwGlE6d8dkZQEmyKvYsYSwl/0rkwaBKZupp4UARVVBYrr7xSSbHh/w4dW628cfxTOmhW3Rgz2c9IDCYrbI7IzSpgrfQnR1zElhrwH06I+0ngfD9DfXh2AZaeDGlke52AZ5izxnxNuq80tgjeTQ0ncu9NE8aA0I+wt5k8EdLWSUGY1QZzWLGRhGLYDngD65+3F4mKCEdqCgmaErcobPoDzXDuYJglWbrbnGFDQj6BEkYrSv8LImGd44zK2IKT/Pld20KtlHScTmqVamw+3QULSwGlBeaeBp5/sZ3np5cFNd0rhabgkRsmXdyOsTB6FbGGOwfAg9xrnyDYKlttnY/uQP9CRHVhGP5yXBeFNEnSJhd+ZvA6etNGChXwCtw4zqMlru4TC0A/hWyhoXALzOb8e+Z8zj27xbQGp5SSmccc3a8zkU892yEueo3a22dkvNBd3XfGuwB379gU7XOWtt7+e40WCkkt7ecR5QBosEu674Ck5vOARvArwPQFw5RmfqcouuOfZztUoMf6M8zSvIUe8rpOd4JGOsJxIL/DsM+o28ttT0AbKHW5nVZ5HnjUa8BK9KvgWSs1HMcAsoOHRVbwyqPk0R1HQ/bQ9Ht4xHNoK3L+Zw5vPHlFVIXjG7M1igmmZDCZdIxP5ZJx4uLFSnwA7BMgb3mWw21Afy6AOVgsREkwEvyTP0sy8iaFHYiOPBI53GqGLK9KRQ1Czm5VQHS3Ck/h1n3Z+suEghwl3t9X2GWMhtZUsC8PGrMWIN6n+gOXi7UanTSwD7qmknZQB0/jZdSBkKTMDxhci5naXZQnhgIKaVejxGFb/EgK/ZwxpfOb6hZ63b+1Au6KoB6Zg8Prc+HQ3/givgLdHoD1aWCfId7f74CdQz8vPPH0nnCJsAZR/7DPnow/EkwkHGl6w7c1g4ES80VePjT+kz/dIZWlTtH9YJl/kx0mc/kA4EENR+q0+PenqcQWBWSFVpN2JUmjb3zrV5wQsm57/miaHsl5R972OoN3b8yaq2WucwLTTzHxF7qEk1iOcGxBzkfkVt0RaM+xR41xPMccfIlo7UVax1Mb5pk2qrkeNyLZkDJK8orUJuhaWfUWfiSKkaTuu1/4iDf0JIo2Zs/qZ2ndhpzhMUdczPl0j+MOQFiudTI96WjyPowz7JSk4o9cG13BUI06cU+ebAc//fBL/iKjoxjWakC7Frdite4TBlxw7DvbiVMba4mcGzHL1wXhw2e/CZjpR6rJzysDxu5vO0E60RDdBtQLhEmIIzjjJIhafK8M+8GmN6C8oJjmXS8uJTkGVN6f8HR3o3ZKWpiEgOKjgusDBD1U1WiccVlTYSmWArJ+bj3W5HMlFZfQCvj9NGCDi4oOd9/NiiwQSHGCpYYsNaik9Tvo48LU1bq9zyBVFnh7L5Aeyqc/yvNKyaVWVVnw6w89s8ASpLI5KHTCB/amoOiIoXfgOKE3CtQ3NR3O46DYA7wgHjgJ3GGC+XcKIlEtwGlCXffehX6gmA1hnzewxPq85NQ40eUDiD2HEHbeJJO5meX1D41obfW9o5yOD7LajD3zBS2toCa8pJOA4ojcUwZ9wU9+ZGj4nyaSeOSPEGUkYQJLOjDnus3q1HNyLVahnELaYwCXC4Co0HZk7+6nICxq+HhABvicNTaV4p4HB7f43FcDcqzha6vr2f7EUXNFJ4rFR7j0KHbb5RLuE1ci5dRjqjbwvfAzO4BROlLFm/B6JQnhnHTl8M6NbJc2QSiSTw46HDl0FBVfsT1W7U5VyXrvvHJNpSLfgY1s2ofK2/Pxea+H4ljyqEYYUUyIydGv0OstKMRv1F9fjQfi0F0nwZieDxLqoxm9IUVRNXNmq+nMFCTywwevQ7Kgd9F2F8r3SB5nWr0iYPW34K/L/g1BzTy1JSGRbzOaxolGUN42hFmtglQ3/ytX+L7GDCs9bq0bMcyFKY56VfOSMGagG+/hDmQY3x6nbJ8M3ECXFTfHrX83g1iZmRA1sVUH5jaJvdqWxZeYFooPAgvSbkLieCm5LOymgTK3xi3R7C0o/aeR0CtujeoVe4GC4HwfTC9+zwS1uROhcdY1F1zjPMjFWh9ijQRd3eYEp0ItWywyIibhyrAsE2wqOdw+FK311BmAnZ/CT4AOhKKNlYgBN5LC/5Ip+HMCI51VaDpHdQMa0akz1MCWn9Jm1+3U49zHLwwGh6ru5RGvnzCN1Ss9QguKcZt1wh4A13lQY5ynfjH/bB7P/3q3/QA5HHBCPdAlosU2DWe+BaqtcHu1gx21obOOkQg9NGk72m4obp/ratyjr9pQ1/WEyEyBX8/3kmlCAmualn5jz1Kfe0iSjewXx3DWJYQ//hzeADdYmAxr2fbh2/4hP/e/5ikBE1OtzJ2qJqAFrKjp6yF+81TWtvCq7TiV1Fw6RcsBhQLANi8DC4eMKPWJKb3nQe5MKCUBZqgOomlpleyB/7wdGOrjkyNJXmGT+mvSCxtSwzOVOM6kxtNI6DPl6BfmMN0bFd4YFcTvgBSDShAuOVhyqyU4innvoR1mvdne9YAcRI4pfeY9fRFyWQ8cUGVnetktQtqztB1GBxRSCpfFnaTJWwkvyhfQ/2vEzj2YQuOhbdgQ/VBRM2oCmIOYzaEUKb3IwZXXAd3jdtufin/LIZ6tufY+DX0dodgf0/+yWD8fEQZvi03FO9PV1DHFxgEU6tP5iXisOcpJXmGS8odgwO25j1Bv5plBm4CSoZczspqqDzuFjGUT0ssa0timhdJCtZqmEB0GOpIVFNzZCzpfk02QBPwhI1TzCPeV5goi/rwEO+QO8WKUsTjyD+wAJRM352SApXb3AKNJ2MVskpI3wXNt2ThRUZNstgTlkGIdRKz5Wd8oTdAUBc2qFfYQ9J/086MG7IcJTRr6SRAuZB+1HnU+7uyFRiQ98+RV3qzgbhWewni36QZUFD0i9NYMDqp0rTBPT2Z8mQWsAYeqwsFLxGnNwyLZaieMVrYA1VgIkxpoNuDpQs7aOfxC/Mc1fB14zIPwl2I5l2a8TtTXk/vw/TQedwYgpoEtSDm19lRH6p6wknhwsmwplz01J7tXQLC34JvI3xYzkWmdPyCOUL97lxQF2pVb3YDZx0bFNig/nu+qkIlmwcsuzISNwZlKhgJLdK9Xj6Ts/mQL4gkg2f0IEhwDOOcrMdZB2gYA8ucBlOSZ1RGVQl4RBlNSLc6L4nBmc0pPUkq/x0vXj4SV6Ah3J2Sq6OqoKZHbvHkAFTVTm7U+kIkhxBsxEWzxQPNVZGB85jKG8siY2wBOMrC86PYtLtznlxax/eEll0lUXJCzoUzcJr6rBCjWTrkxZWJtaCfFHEF2aUp7MpdOvZRW6Cpm+SgKASJ+m4HI6SktvgLgJm9J/KuWMfSQmY8eQicsXuOrTjDBSD4BLQTYUw6kD7jqsllRtdegd0AjTT5CFWafLzvUjqJVXQSqzhvnWRyx+GtPtBLrKJ/hhXAPmygl6YPH4gV7Py1NU1kNa0XPmMz1NIEeboDMkyYRbyvsDF+BFSSTVhpNSRXx02+FUgnsYqwzKplQOgO6CRWsfZb1UAz7DxUk020XuO9jNJ9C0Wc99mB/LQEsoPI43gxmLryTfh8bM5FM9AKaC6rMmpLnhq1UIwIlusoV00yXATy2OEKEAu71rJKdCLw2sTcVebgSxNZDc/+xlTkMQ6iuqRaHQlBGwu6K5m4i2grEbsksBk8f6ZBHcnr0i2txGDgvfkSUTUR2bc2I0QANsDX8keaukmauklED0mecnzcCEVIiZvIOXA4UAyiaVPJWB0pbLYLdxq7S8Rd0uZBqa9JYenzpxicWV59HLHWt3nxjCdQV76J7NCAnzvmXDYjw26q83n1N5qJOhE0dZOcEbZAFWJkL2SXplqvV2XmZETGw+KBYgGI53+01Fpt1kdDoJ1G4jQ+Ab5LQU3AWE+N8cvN6qIVKWqiTSNKz+adeKL8q6Kcv8HizblPeWYhb7zORepr1hwq8zd/Zti3Cdi0AxzW3Uv1Rs1CCN6EjBujtW1R9+HQQzFFdw0mHqiw5i/uXRgGJ9ITnL3OnzqcewsHOzP8bw+4lCZN1vFdfsOdE+r7GrCbjunG1tJQ1gpWpZgn6voYqseI344b9OmiLifV2XcNf9KT1yrr9+PcdzR7aZeWFf+wVysInARupeBDYAB6VXyKK65Av9LAANhLW4OPe4k4WhMOYei9fqNJzzbjBETVqZqljVaDDjPqRwiIy02vLRQ3nInh568NVU0bBX00K4xxwN4wIEmdr+QyGWsy6jyFJ7k7zhRYkwLtBOz1Rg3otOhymYMxVuA8GsSCvjpCWs6rrxsKvKqnghbAj5O0t3lDW37JdcJ845LElV/eYEfbLrTjl3Qp3VB0eMwUBpIAJYNLYlmoo/l9AooHMA54CO+8+hsL16vzCxvU8YPyQHgounOcGUK0Rr7YEELgUFl2HWyFcld1h93X9x3UEeU7OGHDqjr9GOy5jtCw9B4pa6CP5waWMJbNKT0h+igGud0WK1rDB61ZTqNcpYaoD/T2hhGVA+GMoqfUXjijUf2kJk6zE7IIC/yHf9HW63c4Pi63Hc8RiwHFQq7oPgkWzh0FwMvcop3YwtwdsGGHIHZ+7uqqz2mqxV/HVodmuvm5SW0RAC08OYlIc6q1YFo8t25kaY/097m1y68QtqxI9clMZdEj8n5TNQ6XgIXiVTy9QZw4hLZ5ovDj2RgW/TGcR5TBmhTat4jg6AE4KltxivpanmoB03x4fdqftBI7zTY1SAIWvg/2RAGwH23ln4X9oAlnqC8rEokHABMazOKpLMU3EyewcYrhegjFCa86EHR+aJa8VDnRmnCuivP5lrCe1WYCiafvQrXVORe2YAFoI//gE6GGAncvByWrSrjhz23hRG6NDuHAefG4UJgq7Iln9M/z+I13OSlcSQ+AtmBK9iV3pZ/wAhbm6XifCQE8m2Crta1wzGFjod1ijuFFfXmaalwv6A7ljg0e7Okj2CtUD0bhL+EDkHUEYSPT1ZWSgA5iKN9XHoqwk5CgmKmDD+ksvADNgt2ieDL2ykt0xou1yDoibWFm7g4oK6L4Lm4gCY5reRE9Twhsza8+gtO5TJTb2xtEyBUI2Qv8k+fm/xQH2YDgmzzXoB+ThvAcOXKEL7/8kg4dOlC1alVsbW1xcHCgdu3aDBkyhIiIiBzrCA0NRQhh0Cs0NDTH+p4+fcq8efN4++23cXJyonTp0tSpU4cJEyZw7do1I3zqYo4d/IMj/+DI31SmXhD4NleHkVQnOqUaDJsA0TkE9FqRjDP3ceBRAVvuU7kElyxWRbPyRL2lpL5yz01Uf4SMr+icD+uq4CZbmjQm+BKgPt9bA92gk0LHlN2ma9CY2EIcjmk5RvgCGs2Aq7imxfSm8hR74nDUqbhlSh6Sft1k9hhL3WedQf7YnqdqnpQr6lViqJx0L0Dx1ry80Jhj8kZNYHqMmhCtp6yFkr3gg9FwAZSewALVlTjte82GT/mGmZEBzIwMoOGC81wj/x5GzyjJg9RswCbAMucofrxEXNrIvvUBTLo+A/b6of6CNVfk5wqtpABdsuaZuEPh0CexIhlH4iijL9eGBZOgGo9Pk9erwIFHOHNf62XIHHYjfZi3ZTrEZU1qbzxiSZ1JeRCpJvv2NGFzxsRR9S69g/rL/rFtRwY8+g9Hj2SVpo4Gom6herCblWjS55m6enVVq0++XaCZrEXCSCdyNcN1VKgle1JL9qSq/Ig0o02ecFITdFdS0K2LaioaUuL2v/lxXEciMezTKyvT50afBC8A9pJfCeY7qN+WKZTjTfas+O677/Lbb79l2Z6YmEhUVBRRUVGEhoby8ccfExwcTMmSOU/o8sulS5fo0qULUVFRWtv//PNP/vzzT0JCQvjuu+/o2rWryftSHPgHR6Z+OpkPP11LWXElfVVnE0xtbFFjsFB4Ubb5IsU882kduDVi8s5plPUz9LG98JCMFVO7TIYuBd2TguHNnjA1WB3PShHP5D2BRN7KW12tgRKvSnisANBZvkmT2b2zO8Qo1AXWb+rKKernWDaVSt0fZEkUW5ixzDmKP6cBe6EgJygINpBqOr0YUI3vxA2Ldo2FQsv5qQ1hlmK29rpe34fSFLrK9Ww3W6vGIR44LvZQmz1FOuBl+09t6CZakltVrRIXnjBQuANq2O0QHwmBee2FK21Ob+cc9bgt7DF86Si/dCe5nmBGLvIhiPbxIFITxT6kcJi69WMyA8qtW+oMs3LlyvTt25eWLVvyyiuvkJKSwsGDB1mwYAE3b97kv//9L0lJSXz//fc51rl7924qV66sd3/VqlX17nv06BHvv/9+2kRm2LBhfPjhh9jb2/Prr78SEBDAw4cP6d+/PwcOHMDd3T13H7gY8Ye3G0r9M9xpmjuxNSUIXD89z7+fvcFMnwA2BXbmuJoiu+hwO4JGcTH8Wq4Nu8TJfFf3vnSjL1kzLlqRwuXZbih++W6i0HEKGNZrI4yEqR10G9LeI5w2Iw/yNMy8fTMXZYHx8+HeBAc42QgnN9WKfta/BkqXK5xrka42VBiwAfz8gQ7q+3uNHXKVUPo+zrx5E94Mhbl+uY/m9wA6/wRsBiUklwfr4SYwtuN+OlXer7X9qJkVA5VwcG2luufPjqkM5X9O27ezfi/+lGe47OuGMs/4bdsAfl8A3rCQagYdM5YlVBjyuMhJOlvmHEWXyYMC6SJr4d7yIkQouThSgV3wRsx4Gssj/F6lLUoejZsFxev8SUTEaJgP/Kjkv8Kuiqq4kplkoCsUT4nknVS8+ZifXN7nqNiv8xFRaQX1ww9zpu/bFM9zkEotQr+uDQvUd9t8+/GHdKPJy6fhtlKgPdOmLJ6yDH6aYNo662fk6luJBORZgVflb1glksh95sLxbJM9Gc9CooSxJgUHEGGSV99QY3hmDKlDgVxr5RVInVs7Qk0WUZ4Y1u0dr44DyUDXJEwTyGxPV1mDTQ8EmxxNUH0hwmQGlDp16jB79mx69+6NlZX2RLxp06YMGjSI5s2bc/HiRdasWcPIkSN59913s62zdu3auLq65qk///d//8fFixcBmDdvHv/+97/T9r3zzju0bt2aVq1a8fTpU3x8fAgPD89TO8WBrXRjh0cXpneYh4sm6Y89GnEo/XNJLnz6KtfERZ7KUny/6DHugddzZ0BxANXZPBbzWUkzs5cEx728c+IEsxD57kWTP09DHSXTVifAlVhpB36mcCzLnrKo36epojFvAspmUG6BdYeULA/iLxGHx7NI5n5bEGnzygI1cWarSeVU7YGzE2rwA/21ZA1/oD+lmsczuVoghSlE2R6I/cKOUIbwD45Yk8JLxPGUUgaFezyiDFMrT+bjL1Zj73cj199rTWBNlx4MqLwFDDSgOKEaCPRdx7GQq6RlBlMWXG4Z/vuZ12o018QPuneeUbgiIEpWpf68G1zAuCOfNXDP34HFObgAv5RBV7PCmsc6pWBzQ2qyzjI8yhLyZSosc46iixIG9mFRcAZwa6jZmgTcxT670aQdjOq4kKXvjOfgoWfghZo001CeqNf+I8rkSYHQGLzMLaY0/4JZjrPhRyNUOCurlG48pXhKKZY2HQ+HjNBGrnEFyoDRR7hUInleKZLOP4YzJ9O8zQaoAzANzogjwE8maF8/idiqY6C+TPhGpS50gsjR6VnXlHlQZd4ZmALMMkcfDKUMqzcPZ2Mv9aqwRxWpuIlh99ZLgFIFQv0/YRWrybUBxbUsHR338XNce1z5xMCDamp6qu86vgRuCkYPzKwJalpVA38/XjClo/YYUJE7TGmrbkvBmoB2X8JeF4z/JGDPtvX9UPrpL5H6m7TJtI24/MRkJUN11dvWXNmkTJYDZfv27fTr1y/LRCaV8uXLs2DBgrT3GzZs0FnOGCQlJbF48WIA6taty4QJWeV2mzVrxtChQwHYv38/f/zxh8n6UxRIxortu9vgIeviIetyUU6lRx+JaCH1HmMlriG9e3BP5O1O0SNgDTXku8CkHMsWac6MRXr34LYwv/EEYPz30F060a4A2q5ONOPfXsplu+cFk8jv8/HIT3swwHpFQbReaHkI3BYJjG+6lFe4jhcrGemwlCmRC3I81hjsBNqILUS+ZVh5G2Dsbvgo2YaGOZY2Hk+x5+fzLfCOU2/UxqK2uE6fKRK/Okas1EBe4TrjWyzF2059hQ/Mf50PgXviMZNaBFEZ87gEWOYcRZt4QH4okN491FdEHxrK+qy+Plz/QXs3slR4w6G1+stkw8/DYIzjUvpkTkRezFhwdkq+zlN+WS5/QQb3AczvctsP6LNBIvpLCkJfcSVDWCpGQqCpE8nX5G85AvlcGKhuVdDcRXwi6bNd0g0YHwQ9PpC8K2uYp/noMErWl7iKuwYeUJY98lvk7j6Atyl7psVNQK4WyD/6AN2MVm+Hn7dQQb5v1DoNpRvQZ5ekR6f0V5dOEtyO5qPWm4jxkg/3Sjobq6M5UKD5Mt977720/y9fvmyydn799VcePHgAwODBgylRQrfdyMvLi2+//RaAzZs38/bbb5usT0WByAzpEjfQGzbEwEhnOr6xmxO8xR0qAmpiyVEDrvB0a7r7fZU8tFef09TkMgusp1AocsoanbpQpz9z3xhjtDCFPGGnJnM0VTopF2BUK2AG7KALyVhhTQrunKAe54g4oqaGyolewJvdYEZ4BeN1rgXM7Wpczxcn1BvCJQyV5SycPAJSxQSsSeHREyiVze+wOtHU5k9O8BYxONOM36l14UaeYpZjMTxcsCFqyE9Uh6r8TjMG11lHQ03W+2Oalyl5SiniHWyAJKoAnVHdiU9nKlcFaAfMoSY5Z5FXYFZnNc+MkaSVU89TDM56y7zFCRpxhPAD5FthJzPrgF4HwJZEI9ecdyxzjsKNcgbVCwWYtAaWPR4Fd0DpBhHbMtw3YgB6Az+TrqaS+/TOB4BjD2CwWmGxIw5HDuOh8crJm+pM/vgIGteiJa4mtl3YA72gJnhbQXyKuk6/F6hSGugDhoVS1AWag6vxFrfu3ayIGk9jaq9qeypNfGAar0tTcV99WQPYArfV+6s+PgJqdYPwbep9frwH3PvCAfzyMqO7lItwwVHQwoX2sydwxw8IdIFQzbEn7pC7ZAd5IJYMv5/m4N4eTlwFVmUq6AFunXNMHGxFMk2I5GVusYpORuyoep44o18yWKmMukbeCYwb3pSkhqj1UdRoCTNgUhWenHj2LF36S9+qkTHImHm/VatWess1btyYUqXUH++BA0X5Ucj49ORHhso1yHKCaHGM0XfTV/Cn4I9Yc5H+jwtTVodCyAf9uR8leFWYUPrFAJb2gv+J2wYZMfLCqMog/pSI1ns4LK5zTFzisLjNfx8MylU9VrIGYttv0NXEN6d80h84IrvSvogI7OiiLOCWUIJFx4fzF9VYyRDWy6EENPfRe8y/tq4hWhzD+8kKKnOLhtYRBNc1fdqv7oGwXg5lLf25xGsEnR/Kj1J9dQ80bduliKfHW3tYa53EeWBYY9gmB9N7Wtayw2rBXunJ8m/1TyZMSep52qA+PeikV/ed/CruFWnDX26wzDmKDl89gbPiDJsad0ZsO0SLi+n75FaYIGdBSPuC62ARYDcdOSyewvzFBdJ+K3mZQ0cEb9w5i/D9FZhropaa00JG4/NGAGuS1XvBXunJMLdcVtOpP0Plj0yoMt8kvbSQkYrI3YI9XoLNwOJh8NshwVlxRu8Rp2VnxLYjtI5Qn7/FS5KKYh35VWrJCR/5H36LECz2UyOMf/UR/HZCfU2QwSZtuwog/CSi4x5gG2xoz5ETgt5Sx/1iTmfOnhHIi7nUDDYSE2Swep6+1L3fBhCH4xE+phwLzEeBGlD2709P7le3bs4O0UOGDKFy5cqULFmS8uXL07RpU6ZMmcLNm9n/eM6dO5f2f506+n2kra2tqVmzJgDnz5sriqpoUJJnvMwtuK4R78oge9+YIzg8diSIT9O2xQNvh57h82dzC9UKpMHMgeHSAaVD/qrZ83pL7OLGYhc3lsmbp7EuxXzxeak0RJUwVfqqf+ujCq4Zcz1E8Yax0o6x0o5NNzvD7QjU9b1LmtbOkzDRCc8731FK1kX5Xr+g2kfA54+h+bMDqGtIpsrWYhysreAWlclo9o4H3vj2CjMvBDDzQgBDWJmrOp1Qk94ptYzaVb0kAaWDnjM2djlleMQzSnKHijzFXv9BD9Vv1+5LGLY/jAMpppnGVAGUDqo8OgA7YHTUClw1ctV3qIgjcYyOWmGQjGmuOQAzLwTwXqqPxt30z/nwNIy6sAp+0XFcYxh+cnU+sufnE2f13OjKYdOR3cy8EMDDPcYfCwozljlH0SEJ9dpUV6R3IjM4UolXYME13/REiQDEMG/laJRw1QuyqFHjjbPQVAEG56+iOTDrwGxmHZhN1IwGqGndzR26MooSt//Nzw86sxd4frs0qo+bMX0/x6vnq6kCXi14nT9x4BF3qMgdKvIX1eBLKOUPzAHslGzqqg/uCnyu5qSx56kR+2kKusGl6eClZNgWy9T5k9PmYUqhfz6NZ0ybubQ/Da+iXqF7QXNX180tKgO76Nj8R2JlQ9h1B9X/09h4wAkFpigABJ6czFsJJfCyVcelcKCuFbyVUIIFZ6eYoP1MnAB1Pp0EofCKdGDjbh1uJpegnhfQ3PRd0kU1rrMX3aON0k19psLbDuOPBQVDgYXwPH/+nDlz5qS979cvm4wzGjImWYuJiSEmJobIyEgWLFhAYGAgI0aM0HncjRuq7nrp0qVxdHTMto1q1apx6tQp7t27x7Nnz7C1tc35w2RqRx9///23wXUVJT7jKxo5jNF6RIwFlCHgPeQ5jjIuLdynyPCDQsUfJrBcXgaRd6mYAyIC3wwu9AVhCuheC2ZtmpD2IDWzYwB7jezmOTB4BWvEXxm26PBvCVF4HgKN6AdzFL5B6Dwftb4A4bAaWGbcTpqRh4AyMv290u02bDX8+LrApvDONON37MUDk99q4gFlInSbCC7ybq4SfyrzABMoyKTSEFi1ux8DH6wDRzUxrH1tGCZ/4k9qA6pBYG5t09ySlbtAXVC2HCSyu3aYwMJn6E+G0hdwX0xBxN3nRIvQYyhDCroX5sUy5yhGtAVct6IdOHcJX+GMb2PJr3ruLYWZ/qyFgxAw5kvIj5PqDwroyVltNua4EFRJ4I/+hZJ8E1SWyZ/qcP3LwNSeqgrgZKbxjc8nPLCzR/ddohejj8+jjHkyveafdo3YU1PgKqtSO3SoZuNNZomSzMJXfRvtx3Rf00u1551YggQE2UluI9SFWYNIYo84zh66YbLQGYfOXHcXVD0OYtYscFdw4CvklnHQQy3ivBqE3VeYXWVnu0JFMUF3uz+A7yOFkhlXuAsJ87aOxlc4U5wUsArMA+Wrr77i8OHDAPTq1YtGjRrpLVujRg0mTpzIxo0bOXz4MIcPH+aHH36gb9++CCFISEhg5MiRLF++XOfxjx49AsDBwSHHfpUuXTrt/8ePczeYVqtWLdtXkyZNclVfQTMzMoCZiwJ4pTDJhZiL1go/yoMMG1l4dHbHWIHyU969Ej7lG2b6BnDKiMYTxRMOyh9Z0/lfxqvUJPRitnyALC+Mkl5H6an5Ln4C5yhyNDic2wYzfQMYybcG1X8J6DVoJ5VaPzBLOiAbQJkAjU5nzZlhTQoz9wcw8+sAKnOLd/mNmX4BkDUvpknZXa4Nym5Q6qSnSHLhLjO/DqBC68dGN554AMrq9O/5j+5uJFIS/gAlMG95nsyBN2p/T3pmHSjeI5yZfgFIM313x4B/DVvDzCMB5mkwGyxzjsKNDdBT1uKBnE0vI9SnjIPf5DaUIhKNsY1uBAz6EoJMHQSZCzTzIOYoeTpcWQn75DYWNPiEQPk3xkm+OQZCFep+egwrkrVe+shuX17KGUI01Zk1eTY0tsMYPn4298ezTf7GNvkb8T8aYHBoasNvchu/yW2slL/ArMLmZ1iWVrIpN+Kdici0xx7oJBsQLxU6A0pzOCrXMWaUmZMHDoCd8mcIUkiddbQDEuVURGWJJnOcERnDEnmDlMj0+0YsIMcLJkhrDMnzlFIQamKN1XFi3Ois90OlFRyWG/EdtsQ8fYmL4H15go9kVZM3VSAeKPv37+fzzz8HoGLFiixdqt+K2LNnTwYPHowQ2jFdb7/9Nv3792f79u306tWLpKQkPvvsM7p3706lSpW0yiYkqAmhSpbM2RqbcfUnPr6ouhjZo07v72JYRoJkHlGGeEpRkkSsSMaaFPgCwveB67ho/sExtagaqaD5jZYiPou7oz3qZCi15VI8xZZELVfyUprHHZ0hAg5AXFkD+24iAuGM2MPxgutBFpzbwtQuk5l5JoCyvuo6Sm5uiZW2PmDhPCOv0i+APeI4GPNMJQPUIlPmLA02qNf2Qx37ssH6TYZbB6Kk6N5dFvVcGnxuZsPUOpO1t9mpv41HZP1e1gHMA8U9ljIDHoGefqRyB1Xa01zYA9fmVyBE3wTXFyIjodqn12n27HfmzjaPA2ZZ1HOaghWReBDZwYOZowNwGq1K8blwh/DRxk+ACqrM3lLPwRq34XQCKvvQbNzvOPkc1huy5AoUlNNd1VbqOJGZUsTT7MlB/GebL2QnGjWxuBKFab4kA7HMOUxLIrY8xZ5SxBu0+pmCFU6o407qJ7YG3I9ehMbwVfMvOKUJ8X+EthGqCuj4bTmhjhY3IVkNCbgZ6MQ+Ecch2QAmnqSKpj21Tm1v0FIpTyllFZ99yKKJOXP2bQhTCqx9nQTCcbGH4XIRyz93RT1rhl+j6726sk88YW/MUuJfAZ9K38LtfPbJzZnJg6cZ1diROge2JTHLfDYFa+Kxx4qUXIX23KUizNmJ/hATV9RzaZiv1E3nKnytUbg8otlWiqeoGrc65vq3FfZpDWH/M6gd81GG8EWdUXyy7rEB3vnpBHwAc90U+BK2i78xj/dCFagKSRdAuQCI/UyW0wgY3RieQXMnaCm+NE1f3Jx5W6zQqvkhEPwKzO8wlQVcQf/1VBZyttebhvm6n5dcAebCThGN+TxP9hIloHbEdWZlkjQ3Nmb3QDl79iw9e/YkOTkZOzs71q9fT8WK+mea5cqVyzKRyUjXrl2ZNk1143v69CkrVmSVJ7WzU7WlExNzzsWRMcmcvX3ubqbXr1/P9pW6+mVylvki/QfBkfEGHnCMfaINC4ZNSbNeJmPFvl/eoWGyDe2bRjDJJYhJLkFwFTrLqvyn8gDKE8PkXoGUFre1HmV958Ig6UAvYBswxHkNU0LS5SNLEc/k0YFM7h6IC9oSYiVJpMk/++HCeNRsHRYys2VSB3rLCowx3NMbgDXde/CBrIRfddP0y1j8PA/ktKZ0lS9n3VneD7luCKOk8SZP9YHxd8D3p/y5G69y60dnWRU//TkjiRwIo11WEGoeZVejkIwV+w81wS2hBF3f3sddM0lQ2wPjf4F/ZF0tI8amTzvTTlZVlcHMjC2JTPYJ5C27w3pXAAcDQyIkYmTByGbqoiaXmdw6kL8dXpx8J6lY5hymZ/GDMQSJScz7c7pB5S9RE2tZC99N6WNuPCAnCeRPAjFZMmi0+vpEhKYd1xwYefsxYrOEDL/AobIEct0QKO8HJzZSw0vyEd8h/QdRz041nnwtD6bVeU7O1Wo3xjqJyW0DqZ5tBoYXl29r+CCDhkAn31wd94HjduTcD3nL6SCle0q4XTAyyjkTyioxkgUrsuaz+J1mBNpPZsHcKaQYbc35I+SVIfwof0Q1/OUNKWLVuX64oXP9osFDQC4WyN0CoUjEOFN4e+jChV/kSmQrwa4MW2dXmYmc0YPInKM+TdAjCJHhiJIStHqVkfpw6TOa/L2fkoUk56Q3mnmQl6RAF8NNiFk9UK5evUqHDh34559/sLKy4ocffuDdd9/Nd73Dhw9n2rRpSCnZv38/fn7aWvNlyqju9Ya4xz558iTtf0PcbzNStarpXYYMwe7DWBRHmPnFRKY6zIfHYZCtw99DYB6EKzTjd2w1K0iJlOSWVWWORV5LWzxUzsNlXuMRZSjJM6I2w3eZq6sMf1KbFm7H4AycjoU3MzwwWpEM6+HUXdLaysjL3KLC639xz3TRs0WaIzTiNPWZ0n0B7dbDfgx7KDpHPc5Rj5m1AuBq7tsdDFR3g9Az6ppJ69Qd5RW4HwnszH2lOjgAHPgSVs34GGfHTI/qYbC1E3xzZQJLHSXEhZPz0rYfTIFYRffessCmip1p1uV3rHmQ5wfMS7zGJV5jZt8Auu1Xv5fMt42dwM67Og4uYJKAV6/e463qJzhNfcrwiHqkJ8KMx55btpW5dOSGSVK26aU6ROOq5ZZ6HHeO4049ztGII/xpxObqo/o+AVR3V1cfyxPD65pWSpIIR+DUM9VRygX1oe4U6SOsqxPQQgIzDGixHTi2UP9tCpjg2qjHOTyIZOd+06TbK8xY5hzmIeGME6BAqMLvAc2oxzkcidNb/in2qjpUzw34NY5Kj8mLRb0BzNb9+3ECnjctDdGK1nZ3TsAa1GShE3vDj+Cy8g6K5mupCZwc1RSWLQXrURxd0pj3Mxx/CageBVY5uQa+oChXwWk0ODy+x2MHBVUSOeeHIv8HYOMLJzs2zaV3TRXSwxWSUO+m9mA9Crxy1XUDuQnMgBCF34Zqjw/7r7WFhKUQMorffZtRk0uqoIIeUrDmHHU5ktIYOKSnVBVoBT1m7wE+IK8PmCEAfjBJzmCenQIJoWSfhrUwkUyCNygLYOF19Tfa3T3D7ruop88vBjBT+AfQ7MlB2KHtZ6XcAqbDpNIgfAFfY8qeDwZHzarm5xDvqV75nd01u53gk19awXZQe9UQHLtD3FHUJWoAZ7q+tgF3AzzB/6Yyl1ATl9+lIqYwTE0qDaVmAC3M+92ZG7N5oNy6dYt27dpx69YthBD85z//oUePHkapu2LFijg7q3H7urLjp04ynjx5QlxcXLZ1Xb+u5vuoUKFCrpK5FUYaiQU8LymgTw6i4KlMhHJiD0/E/rTXSXFNS+JycSgkiv2MjdUd+w0QPAhsxDGuna7AETmAI3IAi6YNN6gLiZRkS60B3BMH0U4QZyEjzyhJ0LqhlJJ1zeanM00uR5yReHlDZ+ChbAHP4Mp9wTvySY7H55afRQJX4oTW60gnwWkgrAZciRM4JeeUEMYFebwkJxXBJqP3UDeLPh3ONdmZwQUQippX4lHPaSeHnVTjOt4pISRmGAeeiP0cEzc4VoB9yog1KQx4fwt/iNtG7VPvTaSNWUuPD+YOFRl3d3naOUgRB3m434YyshZ1gFHucFz2w/OLvLVXV5ZKu7Yv7hIsPJLzMbnBmhQGdDT+eSoKWOYcBcCcYPYJB3bT0aDindiFOHIbceJK+mv2WXKblXqM6I/YLJGP0+8V3sIra0G7UUgPwWzRNs1Qbg+0vwPBf3kSrTqdW9BBLLDToSLSW6Bq5ZkQ92EMkEcYII/QWV4DvMFR/e7kQ2Hk8J0MHFrMfvFE64XrWuAOXFL3rdg/OtsqEinJlmoDiLWOAC6Ypp+ZaC0UZAUB7bzM0p5xuIO9wyFEI0lPoPtPIE5kGgv8zqIxE5m3Tx6Sbpn2lAVKn3yO8DVun76Xn6XPbz0FB4DOV0CcuK6eg32JyGcCOU4A3SCsO7fjhOZ3kXtWbBmddm2fF1dJN8IYh7JA6QMSMdHc3535MYsHyv3792nfvj1XrlwBYMmSJXz88cdGbSM7l9t69eqxceNGAC5cuEDTpk11lktOTuby5cuAYRKHhYeyMGt8mkvAD+U6chx1tTE6FoavX8TyrxUYHUy2QqMOatK/7GzhqVkpui+CUQNW8bOOMqktlMCFqzomJInYwgR48wS8eTWMs9Vr8AP92UNHDp9tBZfuYH6x36LHHSpyAnf+5XWe7pk8SrbuJ8sDU3N+p9Pd/cgcHtLsAV+NXWJuFPhWA/aAWDUMWAtOqgdK+zMRsB5WAa5Ec9AYHyoD59F/FVzSvH62ak+jCI2nxBHAZylpMcXuiqpGMP4TsxlPAO7jzFNK0evLnSi6EvYmw8YDeTcPVgGGrQPuwtzRxstFcgnY+wT+dWIN7Ml6/eSXmoBnc4g5BEsMXOjN2KcL7q/yHQPTd/5lglGiMmljVnli8HsSAIvU78obqNoBOJREg3JRNOgJ9FU9j/ACJdXSPAAYaZgriSvRrNKzrzPg0Qoi9uvUtMqRdvxCq1uHubOn8Iym7fiFGv8cZrGJ27HMOUxLIraEpHgTG60JrUsTTLsJxBK1wJfAkZXxLh2CQzYrnDEx5VFXKHP2++vp9D3BcjgIXWUPAMlwAp2/p2SAKQlgZ0fsV3a09k0gfJ7Gq7IDHKrYQJW9tZAte4EqIfCq/IdrBxTtnS3ukFkVRWkMfA9TcqvS5qiOjVYkE4cj0A0eA60Ab5h12Z9Wr+2mpdHzeujKu5Zp3/zezKrqD4BDpfuMKP1tWm6UHXTh2NkWcOMq5hx1I4E718Hzr2DCMn8vAAlAuyh0+IsbSFmwG6/Wgz/GCwTdCT+6ImUlvPFDfeA2ZpBpZ9jlAfOBvYrhfdrgipWshOJ3G2V2hl3hAk1GO6OG2HyEAAAZM0lEQVRRj3NpY1ZzwC8CulTfCIRAYwVC4I8GblTrcp0SkyvT2mU7Lk2gPqfZGaGoB5aHaiw0rMH7oH/2qfx/e3ceHUWZ7nH8WxCzsMmiqIEAAkZwGWEMoodghNE4yiAT8DA610tgALmCGkVW2foIsoRFXFEQgRmvyHJ1EIQ7jg7iAJGIwMwFlCSyTFoMJA4CJoHQ8b1/dNJm6aS7k+5s/fucU+dUUm+//Xbn6eonT1W9BTuB2KJ1H9nincN+Zij4+32qKtv9wGKwZ8EL/fzbd8ALKGfPnuXee+/l8GHnPznz589n3Lhxfn2O7OxscnJyAIiMjCy3PTY21rW+Y8eOCpOZvXv3uk6n7dOnlm6kXSXdMZkWzxe9zIMltpwCOlhPYXo/hUUaVd+BlmZ7Dniuao+9SCgzJk3lTv7OOWsnQ+KPwl8g9Ym4otmuxVvH6MSMVaUnjAyjgOm9FrOvTKHk1xt2YPPiGs7WwBdpNznXrYOc+NeVdLKScO5QnUn+LmBXHZii5gPrK+bg/EdmWjxY/AOKyiWr9/8Ou7W+Vm6alkcEM56dCm7OTGjOeSZ1eIX/q+LNre4CrCcNPAirsPx6wu4+YF9PP3ZYwgNh8OLOR0nas9x5uYqPY7LFnajRiUh7cIBNzX5Og9tvguQHHmdSu1f450nnmScZdAFgxnVTXWP7P26G/6p+8tx7FMxYMZXZI+bx8WrfHx+3OBXbhGoPw6/iklMZ79s0Cj5TzhF4P9CSf4c0x/1lavkwwcaPE4ZyylxVaQHFF5uso2xiCs5/4HxzDviqXTdGv7CCNtY6OPAAc5Itrn0HZjxcfsJlqdgaYLRVutjXHEh618BDZdp+MZTh1i/wywSSjsMMf/411hx6DG56nh2vTKPvuFqYGHWLrehyCviRRE6Zq+hUdE30vsdi4XVbzY8J54U73axHmUP5s707Av853cCcqvbekdj8v3KcTtitCPxb5FhGF+tx4Kyf+wV+3ZuPfm0RaTpzk/Wfvo/p02nMmRvYiUhLuicerNh/UHxWyPovBvKTtYXbJhh4E7J+sLjqK7C6L2aBOcacWGfuGwdkmkEc5oZqPX9nc4g/WDexwnzFiYqPD1Ro7F8Ws8zKpy7dqnjMh0tZbv2IM74W+rXvgBZQ8vLyGDBgAPv2OY9lTps2jcmT/Z89LV++HGMMAHFx5WdwvOuuu7j88ss5e/Ysa9asYdKkSW6PHq1evdq1npCQ4PdxBsTnNv7U+0G+D6l413MJPN71A4BRcNi8zJtrn8D2e8/NK2LrDzwOazx8mDPowmObdrr+mWq99Fv+fbUNppe8tq9hawGML7ql6JLF7s/+uRkYshSMl/v/i4TCe2DbUfSL3t7f2swWD/zXz3+70e8dZAO9YdE0bntmB2N4g7xmzhN4N5qnmHB2Kc+3/PnVdDb38mSZ48tPLXgDptiKfurDwyaTFRcb88oU716PJ8Vxf/gjWG+muSYcTZzgW/FkD72Z/M5HzrvlHHDfZlZrsF6End1+WeXx+mUiOodzqZXbqFXRrouQ9NzyKn+0/7kDZicX3Q7XAV8erLy9N/oA97wOrP358xJGAdP/thjWUu6YTj5N4BP4xSn4uMTtnpfmPs2P0690/pAFsMLDM9uYbSYwfe2QCmP0+1Uw+7p5nFrt22s6XPQ+mQW+PS6QSo4pkDGrnCOwCglh3pHnnEd0Pc555fkyi75tPuNvi5xzVHHB5qF1Jf/GFOVBpypI+vOBbr8/wd8T4lljhpKYPsj5uZsGs0/PY0tSf/Z4cYvQhqETccZ516gdVhbu58z4D54yG3nha8vt/qnsX+I8YPpZvGic/7yPKvp+D6Oxm9ZlHLCx9JYxpX51P1Fcl2zn0KTOvM7P2woJ4Y4b/0bKoml0HneIAsJI/nBWuVP0Lp+fxRNhzjzkNFex/NUkWA3exKRvUnl7xGiKb1LJ6z7+qz0TXjN7GLtmNQy3uW8zysbSFWO48gHP8ylV9Oz+OEv15/mBArEHD1CJ4n+/502zmvXrEvH9n/pL8CAcMy/TmEKOE4p/btI1jelmFnN2zYVY55iuAq43dxDNMrD2Ufx+NKaQTOD7hRGkLbyenRYMGQ4vm8P8jnVc+aeiLtvCi1xV6bN+SQzbpg6GpRW3OdrvRv5llnKibzffXtJDzvdp5ejHqTPFkwdLjmkBV2cOJCvKvwUUyxRnAX5WUFDAwIED+egj5znsSUlJLF261Kc+jh8/zpkzZ+jZs+JDolu2bGHIkCEUFBQQERFBeno67dq1K9du5syZzJ49G4Dk5GQmTpxYantKSgp33nknDoeDuLg4Pv30U5/G6g273U5UVPFpok9Tndm3i6WZlfy3ZffYztYDrAM5OI8fVD5h1VMmjMutKl7UD9i+gBkxVTuqk08TFl82HRy2Kj+/XxywMadH4CvP7YAe5iYuEsq31j4ycO46L8P5NZUPDAV2mUe8OsW4gLBSxZLi21KHUcD0tYux/d4ZdRV9BT55FCZc6/ycNKawaHEmHbMnzGPBYud3yJP3g7X1H3DgF7zWw+LvZiVrrcsxrzyIrcwlwoVmKnOs4tt8PomJtJyTctUBl+Gs3p8297GfHgDMXjuvwgKi7RmYsah6RyybkM/U6KUsSHf+7MD79KEFkNgYrmjuPANl65sWRd24vX2yVG58GLx54THG712GrRfYPoclvR/jiZbLSD5b+v20bYIZD7j/28+ZOBcW2bx81giYMpl351uuz3swKQCKymBkZmb6bSJU5Rzllcw5nswcR4v21cs5Cglh3j3PeXk6/GCGmH/ShW9KfY+4M+f5uTDdmz7d8zYPcicCSDSX8ypjq/z8/jDn0Fy4yVYDz9QH80g85IL1/j9wFsLK/Ivd3sYhu+XVSfjFuUqx/KLfNQcuM4mMtTq5afUzu0nmbct52UzZ70LbJ/BE/wW8Yk0CjvGI+dh1tkcBYZynOcsuGw+OBaVfw3Qbz8x2nm5xmBvYZrWlahdCBkILYHypPKideYRHrS5uW8eZ27nLuq9az9gOeHSRgQnFB7cceD9x7WXAL4kzFsfpxAnr75S/zKl+3n69VvzGxqYtFtGmI92t4Rww75BhpfPgIwbeLj058/+YVP5puS9U21bBjOHe5aJhFLCKERy19uO8zDLY/l6tyVyTRFSi8yd/5R0BOxj08MMPuxKZ/v37M3LkSA4erPiQYWhoKNHR0aV+d/z4cfr168cdd9zBwIEDueWWW1y3Hzx69CgbN25k48aNriNBixYtcpvIAEycOJF169aRlpbGpEmTyMjI4KGHHiIiIoLt27czd+5cHA4HERERPidd3nI4SiYQ/jmtNcvu8Go3uPwAZM6+grnDn2ZZVAiVVeLP20OpwtlbLvZTcM5etVnFL3AJjJ1av+3VKTtn8f/xirKaAKfsl/iSX3B/5lH6vPADS5bA+Echb5LFqa6GLOCMPZdzXrwnL30xxTkHA0An+M3HGxjDG/S49wh/Pex8Vy9kjmTBapvbxyf9DuctRQDuguFvvkaLoudd99QviX0qk9jvdpP0UjjwR+hRyFhbJjPsz5L54p/Y+nj5v9z4rvMYU3xp9LdJvDSn1v+6gHPn9+RisA9tzV77VeQWjcr+fcXjs5+vemwXOwds+1tXfl00k3+bd/JY4sVB8hDgTOY4rlg4BV5aDm9ewf1TM51BBGS2iGJJUrWGFnS+NfCD/UfnPguwnwa7HT472IHE/f/inQeKTigB7DmV/O3Pe7vP6gTrB3P7HX+i87iW9Jn+A0sqmgSlgSr5zVf6O7F6lHOUV/L9Pf+d5yPYnhQSAhe8jfUt/I81DJ6+i3HjF1U+8efZ6n3ne5sHuVMAnLT/5NX3a0Bl1VTek409F7a/D5kLbuHx3y9kU1SZ53XYyfJyNOMHwPevO7+E2pzM46PeEJ8AUXdlOq8HZgmMHU+TJPd3Lllj38uAzK3Ox6fk8dZQXPdvsmdDoT2LDpmfUEAoTexpnCv65++lT6bAWGCVHZr+Bwx+D9fZNHO2snjhcOf6RYC3vHw1gRbOjMwDPPqGVSoPamLPpaLxXbRnV3vkeUDmfss1Rc2Lv3mURVGX41WG++R4Wk/8lg72D7mGL/h3xgAKC38+SJd3ujX0PQBsr+Yog0S+nRyghd1ZxHLm/5DZ3OJIZgfujpoDRXfT+d6eX3Eu+m/vctGrOMWwxzcy/MxieBnif7uJr6I+9c9rqTfyiFqWCtwG+DHvMAEC+LR07NixXB/bt2/36rFNmjQxb7zxhscxpaenm+uuu67Cflq0aGE2b94cgHfDKTU11ef3RYsWLVq0aGmIS2pqqt++X319buUcWrRo0aJFS3At/so76vQl9Lfeeitvv/02KSkp7N27l++++46cnBwcDgetWrXixhtv5Fe/+hWjRo1yHSWqTNeuXdm/fz+vvvoqGzZsICMjg4KCAqKiorj//vtJSkqiY8eOAXs9p06dCljfIiIiUnUNLecQERER/wvYHChSXkZGBtdd57w/7O7du0vMhyJSP3z33XfcdpvzNLjU1FSuueaaWh6RiPcUv7XP4XCQnZ0NwM0330x4eHgtj6jhunDhAh9//DEDBw4EFPNS/2ifLfWZ4rduCETeUafPQGloSv7BoqKi/DZ5nkhtuOaaaxTDUm8pfmtPp06dansIQSE8PJwePXq4flbMS32m+JX6TPFbu/yddzTya28iIiIiIiIiIg2QCigiIiIiIiIiIh6ogCIiIiIiIiIi4oEKKCIiIiIiIiIiHqiAIiIiIiIiIiLigQooIiIiIiIiIiIeqIAiIiIiIiIiIuKBZYwxtT0IEREREREREZG6TGegiIiIiIiIiIh4oAKKiIiIiIiIiIgHKqCIiIiIiIiIiHigAoqIiIiIiIiIiAcqoIiIiIiIiIiIeKACioiIiIiIiIiIByqgiIiIiIiIiIh4oAKKiIiIiIiIiIgHKqCIiIiIiIiIiHigAkoNOXHiBM888wzdunWjadOmtG7dml69erFw4ULy8vJqe3jSwJw+fZotW7Ywc+ZM7rvvPq644gosy8KyLIYPH+5zf9u2bSMhIYH27dsTFhZG+/btSUhIYNu2bV734XA4eP311+nbty9XXnklERERdOnShTFjxnDo0CGfxyQN1969e3nuueeIj493xVyzZs2Ijo5mxIgR7Ny506f+FL8SjJR3SE1RziH1mXIO8ZmRgPvggw9MixYtDOB2iY6ONunp6bU9TGlAKoo1wCQmJnrdT2FhoRk5cmSl/Y0aNcoUFhZW2k92drbp1atXhX2EhYWZFStWVPNVS0PQt2/fSuOteBk2bJi5ePFipX0pfiVYKe+QmqScQ+or5RxSFSqgBNi+fftMRESEAUyzZs3M888/b3bv3m0++eQTM3r06FLJzLlz52p7uNJAlNzRdujQwcTHx1cpmZkyZYrrcT179jRr1641qampZu3ataZnz56ubVOnTq2wD4fDYWJjY11tBw8ebLZt22b27NljXnrpJdO2bVsDmEaNGpmtW7f64dVLfdalSxcDmMjISJOUlGQ2btxoUlNTTUpKilmyZIlp166dK5YefvjhSvtS/EowUt4hNU05h9RXyjmkKlRACbDiymZISIjZvXt3ue3JycmuD8msWbNqfoDSIM2cOdNs3rzZZGVlGWOMOXbsmM/JzJEjR0xISIgBTExMjMnLyyu1PTc318TExLjiu6KjmStXrnQ999ixY8ttT09Pdx0p7dq1q7l06ZJvL1YalAEDBph169YZh8Phdnt2draJjo52xdSOHTvctlP8SrBS3iE1TTmH1FfKOaQqVEAJoD179rg+BGPGjHHbprCw0HTv3t0ApmXLlqagoKCGRynBoCrJzGOPPeZ6TEpKits2KSkple7ojTGu+G7durXJzc1122bevHmuftavX+/V+CR4bd682RUvTzzxhNs2il8JRso7pC5QziENiXIOKUuTyAbQn//8Z9f6iBEj3LZp1KgRw4YNA+CHH35g+/btNTE0kUoZY9i0aRMA3bp14/bbb3fb7vbbb+f6668HYNOmTRhjSm1PS0vjq6++AmDo0KE0adLEbT8lJ5l7//33qzt8aeD69evnWv/mm2/KbVf8SrBS3iH1kfbZUpcp55CyVEAJoOJZm5s2bcqtt95aYbu4uDjX+q5duwI+LhFPjh07xsmTJ4HS8elO8fZvv/2W48ePl9pWcubyyvq5+uqriY6OBvQZEM8uXrzoWm/cuHG57YpfCVbKO6Q+0j5b6jLlHFKWCigBVFxF7Nq1KyEhIRW269atW7nHiNSmw4cPu9ZLxqc7lcVvVfrJzMwkNzfX67FK8NmxY4drvXv37uW2K34lWCnvkPpI+2ypy5RzSFkqoATIhQsXyMnJAaB9+/aVtm3VqhVNmzYFnB8Ekdpmt9td657iNyoqyrVeNn6r0o8xptTjREr66aefmD9/vuvnoUOHlmuj+JVgpLxD6ivts6WuUs4h7qiAEiDnz593rTdr1sxj++JE5scffwzYmES85Uv8FsculI9ff/UjUuyFF14gNTUVgMGDB7u9TEHxK8FIeYfUV9pnS12lnEPcUQElQC5cuOBaDw0N9dg+LCwMgPz8/ICNScRbvsRvcexC+fj1Vz8i4DyNdsqUKQC0bduWZcuWuW2n+JVgpLxD6ivts6UuUs4hFVEBJUDCw8Nd6wUFBR7bF09QFBEREbAxiXjLl/gtOblW2fj1Vz8ihw4dIiEhAYfDQXh4OBs2bKBt27Zu2yp+JRgp75D6SvtsqWuUc0hlVEAJkObNm7vWvTm1qngCIG9OuxUJNF/it+TkVWXj11/9SHA7duwY8fHxnDlzhsaNG/Puu+9y5513Vthe8SvBSHmH1FfaZ0tdopxDPFEBJUDCw8Np06YNgMfJfc6cOeP6IJScXEiktpScvMpT/JacBKts/FalH8uyPE6eJcHj5MmT3H333Zw8eRLLsnjrrbcYNGhQpY9R/EowUt4h9ZX22VJXKOcQb6iAEkA33HADABkZGTgcjgrbff311651d7fHEqlpxbELpePTncrityr9REVFlZocS4JXTk4O99xzD0ePHgXg5ZdfZtiwYR4fp/iVYKW8Q+oj7bOlLlDOId5SASWAYmNjAedpVl9++WWF7UreX7xPnz4BH5eIJ9deey2RkZFA6fh057PPPgOgXbt2dOrUqdS24s+Ap36ysrJIS0sD9BkQp7Nnz3Lvvfdy+PBhAObPn8+4ceO8eqziV4KV8g6pj7TPltqmnEN8oQJKAP32t791ra9atcptm59++ok//vGPALRs2ZJ+/frVxNBEKmVZluuUxa+//prPP//cbbvPP//cVQUfNGgQlmWV2h4dHe2qsK9fv568vDy3/axevdq1npCQUN3hSz2Xl5fHgAED2LdvHwDTpk1j8uTJXj9e8SvBSnmH1EfaZ0ttUs4hPjMSUH379jWACQkJMbt37y63PTk52QAGMLNmzar5AUpQOHbsmCvOEhMTvXrMkSNHTOPGjQ1gYmJiTF5eXqnteXl5JiYmxhXfaWlpbvtZuXKl67nHjRtXbntGRoZp0aKFAUzXrl3NpUuXfH590nBcvHjRxMfHu2ImKSmpSv0ofiVYKe+Q2qacQ+oL5RxSFZYxxgS6SBPM9u/fT58+fcjPz6dZs2Y8++yz9OvXj/z8fN59912WL18OOKuOe/fuLTUDs0hV7dy5k4yMDNfPOTk5TJw4EXCe7jdq1KhS7YcPH+62n6lTpzJ//nwAevbsyeTJk+nSpQvffPMNCxYsYP/+/a52c+fOddtHYWEhcXFx7Nq1C4AhQ4YwevRoWrVqRWpqKrNnz+b06dM0atSILVu2cN9991XrtUv9NmTIEN577z0A+vfvz9KlS8sdpSkpNDSU6Ohot9sUvxKMlHdITVPOIfWVcg6pktqu4ASDDz74wFUtdLdER0eb9PT02h6mNCCJiYkVxpu7pSKFhYXmD3/4Q6WPHTlypCksLKx0PNnZ2aZXr14V9hEWFmZWrFjh77dB6iFf4hYwHTt2rLAvxa8EK+UdUpOUc0h9pZxDqkIFlBpy/Phx8/TTT5vo6GjTpEkT07JlSxMTE2MWLFhgcnNza3t40sD4K5kp9uGHH5pBgwaZyMhIExoaaiIjI82gQYPM1q1bvR7TpUuXzGuvvWZiY2NNmzZtTHh4uOncubMZPXq0OXjwYHVerjQg/kxmiil+JRgp75CaopxD6ivlHFIVuoRHRERERERERMQD3YVHRERERERERMQDFVBERERERERERDxQAUVERERERERExAMVUEREREREREREPFABRURERERERETEAxVQREREREREREQ8UAFFRERERERERMQDFVBERERERERERDxQAUVERERERERExAMVUEREREREREREPFABRURERERERETEAxVQREREREREREQ8UAFFRERERERERMQDFVBERERERERERDxQAUVERERERERExAMVUEREREREREREPFABRURERERERETEAxVQREREREREREQ8UAFFRERERERERMQDFVBERERERERERDxQAUVERERERERExAMVUEREREREREREPFABRURERERERETEAxVQREREREREREQ8UAFFRERERERERMSD/wf0EisZSHYpuAAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# visualize result\n", "cluster_image_pca_4c = labels_pca_4c.reshape((256,256))\n", "fig = plt.figure(dpi=200)\n", "plt.tight_layout()\n", "\n", "plt.subplot(1,2,1)\n", "plt.imshow(cluster_image_4c)\n", "plt.title('K-Means')\n", "\n", "plt.subplot(1,2,2)\n", "plt.imshow(cluster_image_pca_4c)\n", "# im_ratio = cluster_image_1.shape[0]/cluster_image_1.shape[1]\n", "# plt.colorbar(fraction=0.047*im_ratio, ticks=[0,1,2,3])\n", "plt.title('K-Means with PCA')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "While plotting the results in parallel coordinates is not suitable anymore with the dimensionality-reduced data, other possibilities open up. \n", "A way to think about the k-means model is that it places a circle at the center of each cluster, with a radius defined by the most distant point in the cluster. This radius is a hard cutoff for cluster assignment within the training set: any point outside this circle is not considered a cluster member.\n", "We may now visualize the clusters and related circles in a scatter plot.\n", "Therefore, the following function is given." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "def plot_kmeans(kmeans, labels, X, n_clusters=4, rseed=0, ax=None):\n", " # plot the input data\n", " ax = ax or plt.gca()\n", " ax.axis('equal')\n", " ax.scatter(X[:, 0], X[:, 1], c=labels, s=40, cmap='viridis', zorder=2)\n", "\n", " # plot the representation of the KMeans model\n", " centers = kmeans.cluster_centers_\n", " radii = [cdist(X[labels == i], [center]).max()\n", " for i, center in enumerate(centers)]\n", " for c, r in zip(centers, radii):\n", " ax.add_patch(plt.Circle(c, r, fc='#CCCCCC', lw=3, alpha=0.5, zorder=1))" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_kmeans(kmeans_pca_4c, labels_pca_4c, image_pca)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Furthermore, we may again compute our scores." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Scores for Kmeans with 4 Clusters:\n", " {'Calinski-Harabasz Index': 47177.59315314233, 'Davies-Bouldin Index': 0.991877352317318, 'Entropy': 2.853491072792081}\n", "Scores for Kmeans with PCA and 4 Clusters:\n", " {'Calinski-Harabasz Index': 72362.13523104513, 'Davies-Bouldin Index': 0.7630292767648851, 'Entropy': 0.8303257853551906}\n" ] } ], "source": [ "scores_pca_4c = compute_scores(image_pca, labels_pca_4c)\n", "scores_pca_4c.update({'Entropy': clustering_entropy(np.reshape(image_pca, (image.shape[0],image.shape[1],components)), labels_pca_4c)})\n", "\n", "print('Scores for Kmeans with 4 Clusters:\\n', scores_4c)\n", "print('Scores for Kmeans with PCA and 4 Clusters:\\n', scores_pca_4c)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Minimizing/Maximizing a Score\n", "Next, an approach for improving the clustering performance is the minimization or maximization of some score referring to the clustering quality. Here, we use the entropy of the cluster but you could also use any of the other scores we have computed above." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|████████████████████████████████████████████████████████| 30/30 [00:04<00:00, 6.37it/s]\n" ] } ], "source": [ "entropies = []\n", "for i in tqdm(range(2,32)):\n", " kmeans = sklearn.cluster.KMeans(n_init='auto', n_clusters=i)\n", " kmeans.fit(image_pca)\n", " labels = kmeans.predict(image_pca)\n", " entropies.append(clustering_entropy(np.reshape(image_pca, (image.shape[0],image.shape[1],components)), labels))" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Entropy')" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(dpi=100)\n", "plt.plot(range(2,32), entropies)\n", "plt.grid()\n", "plt.xticks(np.arange(2, 32, 2));\n", "plt.xlabel('Clusters')\n", "plt.ylabel('Entropy')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There is a handy tool called [kneed](https://github.com/arvkevi/kneed) to detect the point of maximum curvature. However, we must be careful since kneed assumes convex/concave functions, which is not guaranteed in our case." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Kneed: Point of maximum curvature at: 7\n" ] } ], "source": [ "kn = kneed.KneeLocator(range(2,32), entropies, curve='convex', direction='decreasing', interp_method='polynomial')\n", "print(\"Kneed: Point of maximum curvature at: \", kn.knee)\n", "n_clusters = kn.knee" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "n_clusters = 5" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# clustering with kmeans\n", "kmeans_min_entropy = sklearn.cluster.KMeans(n_init='auto', n_clusters=n_clusters)\n", "kmeans_min_entropy.fit(image_pca)\n", "labels_min_entropy = kmeans_min_entropy.predict(image_pca)\n", "\n", "# visualize clusters\n", "plot_kmeans(kmeans_min_entropy, labels_min_entropy, image_pca)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'K-Means with PCA and 5 Clusters')" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# visualize result\n", "cluster_image_pca_min_entropy = labels_min_entropy.reshape((256,256))\n", "fig = plt.figure(dpi=200)\n", "plt.subplots_adjust(top=2)\n", "\n", "plt.subplot(1,3,1)\n", "plt.imshow(cluster_image_4c)\n", "plt.xticks(fontsize=6)\n", "plt.yticks(fontsize=6)\n", "plt.title('K-Means with 4 Clusters', size=7)\n", "\n", "plt.subplot(1,3,2)\n", "plt.imshow(cluster_image_pca_4c)\n", "plt.xticks(fontsize=6)\n", "plt.yticks(fontsize=6)\n", "plt.title('K-Means with PCA and 4 Clusters', size=7)\n", "\n", "plt.subplot(1,3,3)\n", "plt.imshow(cluster_image_pca_min_entropy)\n", "plt.xticks(fontsize=6)\n", "plt.yticks(fontsize=6)\n", "plt.title(f'K-Means with PCA and {n_clusters} Clusters', size=7)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "However, now we have to find a way to regroup the clusters, like for example, in \"Unsupervised Methods for OCNN\".\n", "\n", "Finally, we again compute our scores." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Scores for Kmeans with 4 Clusters:\n", " {'Calinski-Harabasz Index': 47177.59315314233, 'Davies-Bouldin Index': 0.991877352317318, 'Entropy': 2.853491072792081}\n", "Scores for Kmeans with PCA and 4 Clusters:\n", " {'Calinski-Harabasz Index': 72362.13523104513, 'Davies-Bouldin Index': 0.7630292767648851, 'Entropy': 0.8303257853551906}\n", "Scores for Kmeans with PCA and 5 Clusters:\n", " {'Calinski-Harabasz Index': 68361.02607715108, 'Davies-Bouldin Index': 0.8371374116940025, 'Entropy': 0.8053573789903669}\n" ] } ], "source": [ "scores_pca_min_entropy = compute_scores(image_pca, labels_min_entropy)\n", "scores_pca_min_entropy.update({'Entropy': clustering_entropy(np.reshape(image_pca, (image.shape[0],image.shape[1],components)), labels_min_entropy)})\n", "\n", "print('Scores for Kmeans with 4 Clusters:\\n', scores_4c)\n", "print('Scores for Kmeans with PCA and 4 Clusters:\\n', scores_pca_4c)\n", "print(f'Scores for Kmeans with PCA and {n_clusters} Clusters:\\n', scores_pca_min_entropy)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Note\n", "Hierarchical clustering, like it is shown in \"unsupervised_methods_for_OCCN\" is also possible with a few lines of code in Python. Check the scipy implementations [linkage](https://docs.scipy.org/doc/scipy/reference/generated/scipy.cluster.hierarchy.linkage.html), [dendogram](https://docs.scipy.org/doc/scipy/reference/generated/scipy.cluster.hierarchy.dendrogram.html), and scikit-learn's [agglomerative clustering](https://scikit-learn.org/stable/modules/generated/sklearn.cluster.AgglomerativeClustering.html) for more information. However, note that the **computation takes up to 10 minutes** and can only be done with the group notebooks due to the memory requirements." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 }