From cf41468725daeab2e39f313b4919e458514311f9 Mon Sep 17 00:00:00 2001 From: Asif Mallik Date: Fri, 9 Jul 2021 19:26:41 -0400 Subject: [PATCH 1/7] Add tutorial for MPDist --- docs/Tutorial_MPDist.ipynb | 309 +++++++++++++++++++++++++++++++++++++ 1 file changed, 309 insertions(+) create mode 100644 docs/Tutorial_MPDist.ipynb diff --git a/docs/Tutorial_MPDist.ipynb b/docs/Tutorial_MPDist.ipynb new file mode 100644 index 000000000..e85523b9d --- /dev/null +++ b/docs/Tutorial_MPDist.ipynb @@ -0,0 +1,309 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Clustering Time Series using MPdist\n", + "\n", + "This tutorial replicates figure 5 from [Matrix Profile XII](https://ueaeprints.uea.ac.uk/id/eprint/69244/1/ICDM_2018_Shaghayegh.pdf). The figure compares results from hierarchal clustering time series under two different measures: the euclidean distance and matrix profile distance (MPdist).\n", + "\n", + "### What is MPdist?\n", + "\n", + "Informally, MPDist can be described as encoding the similarity of the subsequences of two time series. For instance, if two time series is made up of the same repeating subsequences of window length `L`, then they would MPDist of 0 (if window size for MPDist is set to `L`), even if they are phase shifted. On the other hand, the euclidean distance would be non-zero as long as they are phase shifted.\n", + "\n", + "More concretely. given a threshold `p` and window length `L`, the MPdist between two time series is the smallest distance such that `p * 100%` of their windows of size `L` have a lower euclidean distance to some window of equal size in the other . " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Getting Started\n", + "\n", + "We begin by importing STUMPY, some relevant packages for loading and analyzing the data." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import stumpy\n", + "\n", + "# Data loading\n", + "from scipy.io import loadmat\n", + "from zipfile import ZipFile\n", + "from urllib.request import urlopen\n", + "import io\n", + "import ssl\n", + "\n", + "# Data processing, clustering and plotting\n", + "from scipy.cluster.hierarchy import dendrogram, linkage\n", + "from scipy.spatial.distance import squareform\n", + "from scipy import signal\n", + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.gridspec as gridspec\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Before diving into our main example, we would like to test our initial assertion that two phase-shifted time series with the same repeating subsequence would have MPDist 0. Here we generate a random motif of length 20 and self-join 10 times. Then, we take two subsequence from within this so that they are just phase shifted form of each other. Despite being very similar to each other, we immediately notice that the euclidean distance is non-zero. However, due to our definition of MPDist, each subsequnce of length 20 (or even higher window length) would have a subsequence that exactly matches that in the other time series. So, MPDist here is 0. Although this is a contrived case, it illustrates the limitation of using euclidean distance to encode similarity between time series.\n", + "\n", + "We use a slightly higher window length than the original motif of 30 and use a threshold of 0.05." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "A large number of values are smaller than 1e-05.\n", + "For a self-join, try setting `ignore_trivial = True`.\n", + "A large number of values are smaller than 1e-05.\n", + "For a self-join, try setting `ignore_trivial = True`.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Euclidean Distance: 216.26372788796553\n", + "MPDist: 0.0\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "motif = np.floor(np.random.rand(20) * 50)\n", + "base = np.concatenate([motif] * 10) # generates a longer sequence to choose two phase-shifted subsequences from\n", + "\n", + "t_1 = base[:100]\n", + "t_2 = base[15:115]\n", + "\n", + "plt.rcParams[\"figure.figsize\"] = [20, 4] # width, height\n", + "plt.rcParams['xtick.direction'] = 'out'\n", + "\n", + "fig, axs = plt.subplots(2, sharex=True, gridspec_kw={'hspace': 0.2})\n", + "plt.suptitle('Phase-shifted Random Motif', fontsize='30')\n", + "\n", + "axs[0].set_xlim(0, 50)\n", + "axs[0].set_xlim(0, 50)\n", + "axs[0].plot(t_1)\n", + "axs[1].plot(t_2)\n", + "\n", + "euc_dist = np.linalg.norm(t_1 - t_2)\n", + "mp_dist = stumpy.mpdist(t_1, t_2, 30, percentage=0.05)\n", + "\n", + "print(\"Euclidean Distance: \", euc_dist)\n", + "print(\"MPDist: \", mp_dist)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Loading the data\n", + "\n", + "We load the data from the [companion website](https://sites.google.com/site/mpdistinfo) of the MPdist paper as pandas dataframes. The dataset is for handwriting data for some common female names." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "context = ssl.SSLContext() # Ignore SSL certificate verification for simplicity\n", + "\n", + "fzip = ZipFile(io.BytesIO(urlopen(\"https://sites.google.com/site/mpdistinfo/home/words_dendrogram.zip?attredirects=0&d=1\").read()))\n", + "mat = fzip.extract(\"words_dendrogram/LisaBeth/MaryBethAnhLisa_data.mat\")\n", + "data = loadmat(mat)\n", + "\n", + "dfs = {}\n", + "for i in range(data['XSsY4'][0].shape[0]):\n", + " name = data['XSsY4'][1][i][0]\n", + " df = pd.DataFrame(data['XSsY4'][0][i].flatten(), columns=[name])\n", + " dfs[name] = df\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We then plot these time series. Each time series corresponds to a single name indicated on the right. The plot represents the Y-axis over time as the names are written out in cursive form." + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": 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VqVBqA+wE3jfG9AQWAbdYawuczw8Ftltr1zs/bgX8ud/1Gc5jAOn/OD7gQBMaY64GrgaIj4+vQoh/V17h4OaJS/hlzQ6eOKs7o/rGVnuMqmjfLISRnZsxYf5mbjwm8YiuLFmyOZfLxi8gr7AMgJgQf2LDA/+2o1FZuWVBai7Tlm35W1WOj5ehVXggN4xI5NykuLoOvc58tSSTO75YRodmIYy/vF+1qtb2lJQzPyWb2euz+fjPNC55fz4fX9GfkICGnVQqKCnn17U7SMsuJMO5G1ZeUelBz/c2hmZNA/Yl4nrFh9MrLsztMf60ejubswv37di1u6Rs3/MGQ7+ECM7rF0fH5iFujUXqp6e+W0PWnhKm3nAULUIDD3v+rSM7MGXJFp6cvpovrh2kHUFFRERE5IhUlYSSD9AHuMlaO88Y8yJwD/Cg8/kxwERXBmWtfQt4CyApKekgC4YOrKi0ghsnLObnNTv4v1O7cMGA6iekquPSwQn8uGo73yzfymg3Ja487de1O7j+48XENPXng8v607F5yCGTZ2UVlX2D0nOKSM8tZHNOIdOWbuGjuWlHbELp3dkpPPrNKga1jeStS/pWOxHUxN+HYzo145hOzRjYNoLrP1nMFeMXMv7yfgT5Nbze+cVlFXz8ZxqvzdxITkFlAiky2I+4iCBiQgI42NvrMoclJauAWet3UlzmwNfbsOyh4932Odixu5hL31vAqq35AESH+BMXHvi3GIvLK/joz1Te+yOFXnFhXNA/nlF9YxtN1V1j9+embCbO38zVw9rSPTa0StcE+/tw23HtuX/KSr5P3s6J3Zq7OUoRERERkbpXlXdpGUCGtXae8+MvqUwoYYzxAc4G+u53fiawf9Yg1nmMQxx3ibzCUq74YCGLN+fy2JnduGhga1cOf0CD20XSPqYJ7/+Rwqg+rY6430RPXpzBXV8up2PzEMZf1p/oEP/DXuPr7UXryGBaRwb/dczL8MqvG9hdXNbgq27+ad6mbB79ZhUndm3OC+f3qnWl2vFdm/P8eb245dMlXP3hIt4Zm9Rgqt+stXy6IJ0Xf1rPtvxijkqM4qZjEunWKpRg/6onhay1TFu2hVs+Xcqabbvd0vg+LbuAi9+dz87dJbx5cV+O7hB90M9z9p4SpizJ5LMF6dw1aTnTlm3hxfN7Ednk8F8P0nAVl1Vw7+QVxEcEcdvIDoe/YD/nJcXx/h+pPD1jDcd2jtGubyIiIiJyxDnsT7jW2m1AujFmb5OgY/mr79FIYI21NmO/S6YB5xtj/I0xbYD2wHxgAdDeGNPG2dj7fOe5LrF1VxHnvDGXFRm7eO2CPnWSTILKXd8uHZJA8pZ8FqXl1smcdWXq0kxu/3wZ/dtE8OnVA6uUTDqY/m0icViOuM9ReYWDh6Yl0yoskOfPq30yaa/TerbkmdE9mb0hi7u+XO6SMd0tv7iMqz9axL2TV9AqPJCJVw3k4ysHMKBtZLWSSVD5dbW398yqLfkuj3Vl5i5GvT6H3cVlTLhqACd0bX7If7vIJv5cObQtP9w2jKdHdWd+ag6nvTybpel5Lo9N6o8Xf15PSlYBT57d/W/Le6vCx9uLe07sREpWARPnb3ZThCIiIiIinlPVd3k3AZ84E0GbgMucx8/nH8vdrLXJxpjPqUw6lQM3WGsrAIwxNwLfA97Ae9ba5Nq+gLIKB18uyuD5H9dRVFrBB5f3Z1C7yNoOWy1n9W7F09+tYfycVJISIup0bnfZubuE/5uaTFLrcN6/rB/+PrVLlPSOD8Pby7AgNYfhHWNcFKXnffxnGmu27eaNi/pU+w3n4YzuG8vmnEJe+nk9Fw9qTb96fG+t3prPdR8vIiO3iIdO68KlgxNqXa3XKiyQpgE++5ajucqGHbs5/60/CQ305YPL+5MY06TK1xpjOK9fPF1ahHLdJ4s49425PHZmN87t1zCWcu4pKef7ldvI2lOy75i3V2XfqviIykb64UG+R1ylZU0kb9nFW7M2cU7fWIYkRtVojGM7xzCgTQQv/rSes3q3OuKqM0VERESkcatSQslauxRIOsDxSw9y/uPA4wc4Ph2YXq0ID6LCYZm2LJMXflpPWnYhvePDePzM7nRp2dQVw1dLkJ8P5/WL470/Utm2q5jmoVVvxlxfjfs6maLSCp4e3aPWySSo7CnSrVUo81NyXBBd/ZC1p4T//biOoe2jOKGre3qkXHd0Oz5bsJknpq9m8nWD6+Ub/W+Xb+U/XyylaYAvn1490GVJVWMMXVo2dWmFUmm5g1s+XYqfjxdfXDuIlmGHb7B8IN1jQ/nmpqO4YcJi7p2yYt+OfvWRtZbFm/P4bMFmvlm+lcLSikOeHxbky4A2EQxJjGJwu0jaRTepl/edO5VXOLh70nLCg3y5/5TONR7HGMP9p3Tm9Ff+4M3fNjWK3UBFREREpPGo991+V2/NZ/Trc4iLCCI00JeM3CLnblGFFJRW0LlFU94dm8QxnWI8+qbn4oEJvDM7hU/mpfGf4xv2m4YfV23n2+VbueP4DrSLrnr1xuEMaBPB+D9SKS6raDA9gQ7l2RlrKSyt4KHTurrt3gv08+b24zpw96QVTF+xjVN6tHDLPDW1aecebvt8Kd1aNuWNi/tWa2e7qujSIpQJ89OocFiXNMF+/qd1JG/J562L+9Y4mbRXWJAfz53Tk2HP/Mobv23k8bO61zo+VyssLefGCZU7Xgb5eXNaj5ac2y+Ozi3+2q2urMKydZeziX5OIau35jNnYzbfJ28H4IxeLXnx/N6eegke8d4fKazMzOfVC/oQFuRXq7F6xIZx68j29G9TfysMRURERERqot4nlEICfPH2MsxPySG/qIyWYYHERQQysG0kA9pEcELX5njVg92W4iODOLZTMybM28wtx7bHp4E2YM0vLuPBr1bSqXkIVw9r59Kx+ydE8NasTSxLz2NA27pdluhqS9Pz+GxhOlcPa1utJVM1MbpvHO/NTuWZ79dwXJdm+PnUj3vL4bDcO3kFAT5ebkkmAXRp2ZTiMgcpWQW1/jzPT8nhjd82cn6/OI53UUVZi9BARveN5YuFGdx8bHuaNa0/1Yk5BaVcNn4BKzLyuO/kTlwwoDVNDtLLKjTQl07N/6rutNaSnlPEO7M38eHcNMb0j2dgA/+araq07AL+9+M6juvSjJO7u+Y+ubWaDb1FRERERBqC+vHO9BBiwwP57JpB/HHPMax4+AS+v20Y74ztx7jTu3JS9xb1Ipm019l9WpFdUMrCBtx4+pkZa9ixu5inRvVweeIiKaGyyXJDX/bmcFgemrqS6BB/bjom0e3zeXsZ7jm5E2nZhXz8Z5rb56uqzxamMy8lh/tP6eyWZBJAlxaVSY7a9lHKLy7jts+WEh8RxIOndnFFaPtcd3QiFdby9qxNLh23NjJyCxn9xhzWbM3njYv6cvWwdgdNJh2IMYb4yCDuO7kzLUMDeGL6ahwO68aI6wdrK5Okvl5ePHpGt0a31E9EREREpDrqfUKpIRnWIRo/by9+XLXd06HUSPKWXXz852YuG9KGXnFhLh8/LMiPTs1DmJ/asBNKXyxKZ1nGLu4/uXOdNdkd3iGaIYmRvPTLenYVldXJnIeyPb+YJ6avZlDbSM5Ncl9D6sSYJvh6m1r3UXp42iq25Rfz/Hm9qr3j3OHERwZxes+WfDJvMzkFpS4duybSsgsY/fpcdu4u4aMrBtSqGivA15v/HN+R5Rm7+Hr5FhdGWT99sTCDORuzuefkTkdELzwREREREXdSQsmFmvj7MDgxkh9Xbcfahvfb/LdnbSLYz5ubj23vtjn6t4lgUVou5RUOt83hTrsKy3h6xlr6JYRzRq+WdTavMYZ7T+rMrqKyelEJ839TV1Ja7uDJs7u7tYrDz8eLDs1CSN6yq8Zj/Lp2B5MWZ3D98Hb0iQ93YXR/uX54O4rKKnhvdopbxq8qh8NyxxfLKCwt5/NrBrmkb89ZvVvRpUVTnv1+LSXlh27o3ZDtyC/msW9X0b9NBGP6xXs6HBERERGRek8JJRc7rkszNucUsn7HHk+HUi1b8or4evlWxvSPJzTQfVU3/RIiKCytINmFO3fVpf/9uJa8wlIePr3ul8N0axXKiV2b88GcVI9WKX29bAvfJ2/ntuM6kBAV7Pb5urSo3OmtJknaPSXl3D95BYkxTbjRjcsT2zcLqfy3mZtKfrHn/m0mzN/MgtRcHji1C51buGbHSy8vw30ndyYjt4gP59SfJZeuZK3lrknLKXEmSevTUmoRERERkfpKCSUXG9m5GUCDW/b2/h+VlRWXHdXGrfPsrZhoiH2UVm/N56M/07hoYGu6tHTNm/XqumFEIrtLyvlobqpH5l+RsYu7vlxO7/gwrnTzvbJXl5ZNyS4oZefukmpf+9z3a9maX8zTo3rg7+PenQVvPCaR3cXlfDgn1a3zHMy2XcU89d0ahiRGck7fWJeOfVT7KI7uEM3Lv6xn9dZ8isv+XqlUUFLOmm35rN22u0H2Wvr4zzRmrt3J/ad0dunOliIiInJkefzxxzHGYIxh7dq1ng5HxOPq/S5vDU2zpgH0jA3lh1XbuWGE+xs2u0J+cRkT56dzao8WtKrlVuqH06xpAAmRQcxPzeGqYW3dOpcrWWt5aGoyYUF+3H6c53Zs6tYqlBEdo3l3dgqXH9WGIL+6+xLOzCvi8g8WEBHsx1sXJ9XZToZ7G3Mnb80nphq7qC3enMsHc1O5ZGBr+rZ2z1K3/XVrFcrIzjG8+dsmLhjQmojg2m03Xx3WWh74aiXlDgdPnOWeZYj3ntyJU1+azUkv/g5As6b+RAb7sy2/+G+9oyKC/RjUNpJB7SIZ2blZve9FtGHHHh77djVHd4jm4oGtPR2OiIiI1FPWWt555x2MMVhrefvtt3nuuec8HZaIR6lCyQ2O69KMZel5bM8v9nQoVfLp/M3sKSnnqqF1k+DplxDBgtScBlXJMHF+OvNTc7jrhI6EBdVdouBAbjwmkdzCMibM21xnc+4uLuOK8QsoLq1g/GX9iA7xr7O5OzurwarTmLu03ME9k5bTomkAd57YyV2h/cvdJ3aioLScl35eX2dzAkxfsY2fVm/n9uM60DrSPcsQOzVvyoxbh/G/c3ty28gODG0fTbOm/pzQtTl3ndiRVy7ozXPn9GR4x2gWpeXywFcrGfzUz1wxfgHfJ2+jrB72TSstd3DbZ0sJ8vPm2dE9tKubiIiIHNQPP/xAamoqY8eOpXnz5nzwwQeUlnp+QxYRT1JCyQ2O61K5q9JPq+v/srfScgfvzU5lcLtIurUKrZM5+7eJIK+wjDXbdtfJfLX17fKtPPDVCoa2j3LrjmZV1bd1BAPbRvDWrE3/WnrkDuUVDm6csIT1O/bw2kV9aN8sxO1z7q9pgC9xEYGs2lq1hJK1liemr2bd9j08dlY3mrh4V7dDad8shPP6xfHxn2mkZhXUyZw5BaU8NC2Z7q1CuXyIe5chJsY04ew+sdwysj3PndOT9y/rz5Nnd+f64Ymc2qMlo/vG8r9zezH33mP46fajuW54O1Zk7uKajxYx6MlfeOq7NaTU0eelKl76eT0rMnfx5Nndq1X9JiIiIo3P22+/DcBVV13FhRdeSFZWFlOmTPnXeePGjcMYw8yZM/nyyy/p378/QUFBREREcP7555OZmfmva4YPH44xhvLycp544gnat2+Pv78/cXFx3H333QdNXK1Zs4ZLL72UuLg4/Pz8aNasGRdccIGW40mdUULJDTo0a0J8RFCD6KP07YotbMsvrtPlZ4MTo/Dz9mLM23/y6q8bKCwtr7O5q+vHVdu55dMl9G0dzpsX9603zXpvOqY9O3aX8OWiDLfOU+HcNey3dTt57MxuDG0f7db5DqZLi6asrkKFUnmFg7snLWf8nFQuHZzAMZ2a1UF0f3fbyA74+XjxzPdr3D6XtZb7Jq9gV1EpT4/qUWfLEA/HGENiTBPuPKETc+45hncuSaJXXBhv/76JEc/N5Nw35/L1si0e3Q1z9dZ8Xpu5gVF9YjmxWwuPxSEiIiL13/bt25k2bRodOnRg8ODBXHrppQC89dZbB73mtdde46KLLiIhIYEbbriBbt268dlnnzFy5EhKSg7cG/SCCy7g5ZdfZujQoVx33XUEBgbyzDPPcM011/zr3BkzZtCnTx8++eQT+vXrx6233sqxxx7L5MmT6d+/P4sXL3bJaxc5lPrx7uMIY4zhuC7NmLMhmz0l9TdZYq3lnd9TaB/ThOEd6i5R0CoskCk3DKZv63Ce/X4tw575lfdmp9RJtU11zFq3kxs+WUzXVqG8d2m/Ou1XdDiD20XSKy6M12dudNtSIoejMlnx1dIt3HlCR8b099xW6l1ahJKSXUDBIb6eikoruOajRXy+MIObj23PQ6d1qcMI/xLTNICrhrZl+optLErLdetcXy7KYEbyNv5zfEePNYo/HB9vL0Z2acY7Y5OYe88x3HViR7bnF3PTxCXc8unSQ/6buou1loemJRMa6MuDp3au8/lFRESkYXn//fcpKyvbl0jq1q0bffv25ddff2XDhg0HvGbGjBksWLCAzz//nGeffZZZs2YxZswY1qxZw9SpUw94zcaNG0lOTua9997jhRdeYMmSJbRr144PP/yQbdu27TsvNzeXMWPGEBQUxLJly5g8eTLPPPMMEyZMYOHChVRUVHDllVe6/PMg8k9KKLnJcV2aUVrhYNa6nZ4O5aBWbc0neUs+Fw9qXee9Q7q2rEzSTLpuMB2ahfDIN6sY8dxMJs7f7PFeK7uLy3j+x3Vc9eFCEmOa8OFl/QkJ8PVoTP9kjOGWke3JzCti3LRkl1d6WGsZ93Uyny1M56ZjEj3eYL5ry6ZYC2u2HbhKacOO3Vz87jx+WbuDR8/oyu3HdfBoP5yrh7UlOsSfJ6avdlsVzubsQsZNS2ZAm4g6639WWzFNA7h+eCK//mc4d57QkW+Wb+Gs1/5g4849dRrHtGVbmJ+Sw50ndPJ4TzQRERGp3/Y24/by8uKSSy7Zd/zSSy/d15z7QG6++Wa6d+/+t2NXXXUVAPPnzz/gNU8//TQRERH7Pg4ODubCCy/E4XCwcOHCfcc//PBD8vLyePjhh+nS5e+/RO3WrRtXXXUVS5YsYdWqVdV7sSLVVH9KLo4wSa3DCQ/y5cdV2zm5e/1cTjF5cSa+3obTerT0WAx9W4cz4aqBzNmQxbM/rOXeySt447eN3DA8kVN7tnB7VdD+jcGLyyv4cG4ab/y2kbzCMk7q1pzHzuxGaFD9SibtNaJjDNce3Y43fttIm6hgrnRRUqG8wsET09fw4dw0rhraxqO72u3VZb/G3H1bV/4nW1BSzrfLt/LZwnQWpeXi5+PFqxf0qRdfb8H+Ptw2sgP3TVnB5MWZjOob69LxKxyW2z9fipcx/PfcnnjXk6WYVeXlZbhhRCI9Y8O4+dMlnPHKH/z33J6c0LW52+cuKCnniemr6d4qlPP6eb4nmoiIiNRvv/zyCxs3buSEE06gVatW+45fcMEF/Oc//2H8+PE89thj+Pr+/T1DUlLSv8aKi6v82SM398BV7FW9Zu7cuQAsW7aMcePG/euadevWAbB69ep/JZxEXEkJJTfx8fZiRKcYfl69g7IKB771pLfJXuUVDqYu3cIxnWIIr8PtzQ9mcGIUk9tF8suaHTz3wzrumrScR75Zxem9WnJeUhw9YkNdWnGStaeE2z5byu/rs/713PCO0dxxfMc6a1JeG3ed0JHNOQU8Pn01cRFBtX5DvmpLPndNWsbKzHzGDmrNfSd3rhc7X7UIDSAsyJcP5qbxffJ2NucUsiWviHKHpV10MPed3Imz+8QS1aTudp87nHOTYpmyJIMHvlpJ99hQOriwmflrv25gYVouz5/Xk9jwIJeNW9eOah/FNzcdxXUfL+LajxfxyBnduHhga7fO+fIvG9ieX8LrF/VtcIk4ERERqXt7+yTtXe62V0REBKeddhqTJk1i6tSpjB49+m/Ph4WF/WssH5/Kt98VFQdu9VHVa7KzswEOWh211549dVsFLo1PlRJKxpgw4B2gG2CBy621c40xNwE3ABXAt9bau4wxCcBqYG9r+T+ttdc6x+kLjAcCgenALdaTXVnd7PguzZi8OJMFqTkMbhfl6XD+5vcNWWTtKeHsPq6tnKgNYwzHdm7GMZ1iWJiWy6fz05m8OIMJ8zbTqXkI5/eL48zerWq9RGXx5lyu/3gxuYWlXD2sLcHOKihjKnsTJSVEHGaE+sPLy/C/c3uRmfcnt3y6hM+vGUSP2LBqj1NcVsErv2zgjd82Ehbky2sX9uGkbs3rRTIJKu+NE7s258dV22ni70PPuDBO69mCER1j6Ns6vN7EuT8fby9euaAPp7w0m2s/XsS0G49yyY5zny9I578/ruP0ni05s1erw19Qz7UMC+TTqwdx44TFPPjVSrJ2l3DryPZu+TfduHMP787exOi+sfSJD3f5+CIiInJk2blzJ1999RUAY8aMYcyYMQc876233vpXQsmdQkMrf/G9bNkyevToUWfzivxTVd/dvAjMsNaONsb4AUHGmBHAGUBPa22JMSZmv/M3Wmt7HWCc14GrgHlUJpROBL6rcfT13ND20fj5ePHTqh31LqE0eXEmYUG+jOgYc/iT65gxhn4JEfRLiOCh07swbekWPl+YzrivV/HEd2s4pmMMEU0OnlRqFRbI4HaRdG8V+rddr8oqHEycv5lHv1lF89AAJl03uEFUIR1OgK8371ySxJmv/sHZr82hd3wYg9pFMaRdJN1ahRJ8iCRGSlYBny1I58tFGWTtKWFUn1gePLVzvewr89SoHjw1ytNRVE+zpgG8PKY3F77zJ3dPWs4rY3rXKlEydWkmd09eztD2UTwzuke9TKTVRKCfN29e3Jd7Jq/gxZ/Xk7WnhEfO6ObSCqKS8gru+nI5AT7e3H1iJ5eNKyIiIkeuDz74gNLSUvr27UuvXr0OeM60adP46aefSElJoU2bNnUS18CBA5k0aRK///67EkriUYdNKBljQoFhwKUA1tpSoNQYcx3wlLW2xHl8x2HGaQE0tdb+6fz4Q+BMjuCEUrC/D0PaRfLj6m08eGr9WDoEkF9cxg/J2zivXxx+PvVrKd4/NQ3w5aKBrbloYGuSt+zi8wXp/LR6ByXlB2vcbcnaUwpAiL8PfVqHU1JeQXpOEVt3FeGwMKJjNC+c17ve9kaqiegQfz69eiCfzNvM3I1ZvPLLel76eT0AkcF+xEYEERseiP9+/94ZOUXMT83B28swomMMlw9JYHBi/Up8HgkGtYvkzhM68fSMNSS1DueyITX7QeO7FVu5/fNlDGgTwVsXJxHg6+3iSD3Lx9uLZ0f3IKqJP2/8tpGM3CJePL+XS5Kb1lru+nI5i9JyeeWC3kSH1J+lkSIiIlJ/7V1S9tprr9G/f/8DnvPggw/y2GOP8c477/D444/XSVyXXXYZjz/+OA8//DD9+vX7V2wOh4NZs2YxfPjwOolHGq+qVCi1AXYC7xtjegKLgFuADsBQY8zjQDFwh7V2wd5rjDFLgHzgAWvt70ArIGO/cTOcx45ox3Vpzq9TVrB2+246Na8f23p/t2IrJeWOerXcrSq6tgzl4TNCefiMQ5+XtaeEPzdl88eGbBan5RIS4EP/NhHEhQfSoXkIJ3drgdcR2DslLiKIe06qrLzYVVTGvE3ZrN+xh4zcQtJzili1Jf9vO+g18ffhrhM7MrpPLDFNAzwVdqNw7dFtWZSWyyPfrGJZeh63juxAQlRwla7N3lPCF4sy+O8Pa+kZG8q7Y/sR6HdkJZP2MsZwz0mdiIsIZNy0ZE59eTZvXNS31pWEz/+0nqlLt3DnCR051YObEIiIiEjDMXPmTNatW0f37t0PmkwCuOKKK3j88cd5//33efjhh+sktsjISL788kvOOussBg4cyLHHHkvXrl0xxpCens7cuXPJzs6muLi4TuKRxqsqCSUfoA9wk7V2njHmReAe5/EIYCDQD/jcGNMW2ArEW2uznT2TvjLGdK1OUMaYq4GrAeLj46tzab0zsnMM902BH5O315uE0qTFmbSNDqZnbMNf7nUgUU38ObVHy0b9xjE00Jfjuzbn+Gp95Ym7GGN48fxevPTLej6Yk8rXy7dyblIs1wxrd8DEUkl5BX9uyuHzBen8sGobZRWWIYmRvH5R30MuYTxSXDigNV1aNOX6TxZz9utzeOyMbpxbwx3ZJi/O4KWf1zO6byzXD2/n4khFRETkSLW3OunKK6885HkJCQmMHDmSH3/8ka+//rouQgPg2GOPZfny5Tz33HN8//33/P777/j5+dGyZUuOOeYYRo1qYL0ipEEyh+uJbYxpTmVj7QTnx0OpTCh5A09ba391Ht8IDLTW7vzH9TOBO4BM4FdrbSfn8THAcGvtNYeaPykpyS5cuLD6r6weOfPVP3BYy7Qbj/J0KKTnFDL0mV+584SO3DAi0dPhiDQ6O/KLeW3mRibM20xphYO4iEAGt41iYLsItu0qYc7GLBak5lBc5iA8yJezesdyXr84OjZ33S5xDUX2nhJu+XQpszdkMaZ/HA+d1rXKS/3KKhx8tiCdh79OJql1BB9c3r/eL/EVEREREalLxphF1tqkml5/2F91W2u3GWPSjTEdrbVrgWOBVcBGYATwqzGmA+AHZBljooEca22Fs2KpPbDJWptjjMk3xgyksin3JcDLNQ28ITmuSzOe/X4t23YV0zzUs0uLJi/OBODM3kf8akOReimmaQDjTu/K1cPa8kPyNuZszOa7lVv5bGE6AB2aNeH8fvEMSYxiWIco/H2OzOVtVRHZxJ8PLu/P8z+u45VfN7AyM5/XL+pDbHjQQa+pcFimLs3khZ/WszmnkH4J4bxxUV8lk0REREREXOywFUoAxphewDtUJo02AZcBBcB7QC+glMoeSr8YY0YBjwBlgAN4yFr7tXOcJGA8EEhlM+6b7GECOBIqlNZv381xz8/i0TO7cfHA1h6Lo6zCwdCnf6V9syZ8dMUAj8UhIn9X4bCs3bab6BB/NYw+iB9Xbef2z5bi7W0Yd1pXurUKJTY8kABfbwpLy5mfksOcjdn8tGo7m7IK6NKiKXec0IERHWPqzYYIIiIiIiL1SW0rlKqUUPKkIyGhZK1lxHMziY8M5sPLD97Qzd2+Xb6VGyYs5p1LkhjZpZnH4hARqYnUrAKu/XgRa7bt3ncsOsSfvMJSyiosft5e9I4P45JBCZzUrfkR2XxfRERERMRV3L7kTWrPGMNxXZoxfk4qu4vLCAnwzHb14+ekEB8RxIhOMR6ZX0SkNhKigpl64xBWZOwi3bl7YUZuIRHB/gxJjCSpdcQRuwOeiIiIiEh9o4RSHRnZuRlv/57CL2t2cEavuu9ftDJzFwtSc3nglM5467f2ItJA+ft4k5QQQVJChKdDERERERFp1NSltI4kJUQQHxHEB3NSPTL/B3NSCfT15pykmm29LSIiIiIiIiKylxJKdcTby3Dl0DYs3pzHorScOp07p6CUqcu2MKpvK0IDPbPcTkRERERERESOHEoo1aHRfWMJC/LlrVmb6nTeifM3U1ruYOyghDqdV0RERERERESOTEoo1aEgPx8uHtiaH1ZtJyWroE7mLK9w8PGfaRyVGEX7ZiF1MqeIiIiIiIiIHNmUUKpjlwxKwNfLi3dn102V0tSlW9i6q5ixgxPqZD4REREREREROfIpoVTHokP8ObtPK75YmEH2nhK3zrW7uIynZqyhZ2wox3aKcetcIiIiIiIiItJ4KKHkAVcObUNJuYOP/9zs1nle/mUDWXtKeOSMbnh5GbfOJSIiIiIiIiKNhxJKHpAYE8KxnWL4cG4qhaXlbpljw47dvDc7hXP7xtEzLswtc4iIiIiIiIhI46SEkodcPyKR7IJS/vvDOpePba1l3LRVBPl5c9eJHV0+voiIiIiIiIg0bkooeUjf1uFcOCCe9/9IYWl6nkvH/j55G7M3ZPGf4zsS2cTfpWOLiIiIiIiIiCih5EF3n9SJ6BB/7pm0nNJyh0vGzNpTwiNfr6JT8xAuHBDvkjFFRERERERERPanhJIHNQ3w5bEzu7Nm227emrWx1uPlFZZy0TvzyCks5cmzu+PjrX9eEREREREREXE9ZRw87LguzTilewte+nkDG3bsqfE4+cVlXPLefDbtLODtS5LoHR/uwihFRERERERERP6ihFI9MO70rgT6eXPzxCVs21Vc7esLSsq57P0FrNqSz2sX9mFo+2g3RCkiIiIiIiIiUqlKCSVjTJgx5ktjzBpjzGpjzCDn8Zucx5KNMc/sd/69xpgNxpi1xpgT9jt+ovPYBmPMPa5/OQ1TdIg/z5/Xk9TsAk59+Xfmbsyu0nV5haWM/yOF01+ZzZLNubw0pjcjuzRzc7QiIiIiIiIi0tgZa+3hTzLmA+B3a+07xhg/IAjoDdwPnGKtLTHGxFhrdxhjugATgf5AS+AnoINzqHXAcUAGsAAYY61ddai5k5KS7MKFC2v26hqYDTt2c81Hi0jNLuSuEzpy9bC2GGP+dk5uQSl/bspmRvI2vlu5jdJyB91bhXLLse2VTBIRERERERGRKjHGLLLWJtX0ep8qTBAKDAMuBbDWlgKlxpjrgKestSXO4zucl5wBfOo8nmKM2UBlcglgg7V2k3PcT53nHjKh1JgkxoQw9cajuOvLZTz53Rpem7mRuIhA4sKDCA/2Y1l6Hqu25mMtNA3wYUy/OM7tF0fXlqGeDl1EREREREREGpHDJpSANsBO4H1jTE9gEXALlVVHQ40xjwPFwB3W2gVAK+DP/a7PcB4DSP/H8QEHmtAYczVwNUB8fHyVX8yRoIm/D69e0IevlmayKC2X9Jwi1m7fzc7dJXRt2ZTbR3ZgcGIkPWLD8NUubiIiIiIiIiLiAVVJKPkAfYCbrLXzjDEvAvc4j0cAA4F+wOfGmLauCMpa+xbwFlQueXPFmA2JMYazesdyVu9YT4ciIiIiIiIiIvIvVSlxyQAyrLXznB9/SWWCKQOYbCvNBxxAFJAJxO13fazz2MGOi4iIiIiIiIhIA3LYCiVr7TZjTLoxpqO1di1wLJV9jzYCI4BfjTEdAD8gC5gGTDDG/I/KptztgfmAAdobY9pQmUg6H7jgcPMvWrRojzFmbY1enUjDEUXl14/IkUz3uTQGus+lMdB9Lo2B7nNpDDrW5uKqLHkDuAn4xLnD2ybgMqAAeM8YsxIoBcbayi3jko0xn1OZdCoHbrDWVgAYY24Evge8gfestclVmHttbbqOizQExpiFus/lSKf7XBoD3efSGOg+l8ZA97k0BsaYhbW5vkoJJWvtUuBAX0wXHeT8x4HHD3B8OjC9GvGJiIiIiIiIiEg9o23CRERERERERESkWhpCQuktTwcgUgd0n0tjoPtcGgPd59IY6D6XxkD3uTQGtbrPTWXbIxERERERERERkappCBVKIiIiIiIiIiJSjyihJCIiIiIiIiIi1aKEkoiIiIiIiIiIVIsSSiIiIiIiIiIiUi1VSigZY1KNMSuMMUuNMQv3O36TMWaNMSbZGPOM81iCMabIee5SY8wb+53f1znOBmPMS8YY4/qXJCIiIiIiIiIi7uRTjXNHWGuz9n5gjBkBnAH0tNaWGGNi9jt3o7W21wHGeB24CpgHTAdOBL6rdtQiIiIiIiIiIuIx1Uko/dN1wFPW2hIAa+2OQ51sjGkBNLXW/un8+EPgTA6TUIqKirIJCQm1CFNERERERERERPa3aNGiLGttdE2vr2pCyQI/GGMs8Ka19i2gAzDUGPM4UAzcYa1d4Dy/jTFmCZAPPGCt/R1oBWTsN2aG89i/GGOuBq4GiI+PZ+HChQc6TUREREREREREasAYk1ab66uaUDrKWpvpXNb2ozFmjfPaCGAg0A/43BjTFtgKxFtrs40xfYGvjDFdqxOUM2H1FkBSUpKtzrUi0vBZa1mUlktadiHHdIohPNjP0yGJiIiIiIjIfqqUULLWZjr/3mGMmQL0p7LCaLK11gLzjTEOIMpauxPYuwxukTFmI5XVTJlA7H7DxjqPiTRYu4rKeP+PFMbPSSWvsGzf8RB/H248JpHLj2qDr7c2U6yq9JxCpizJZPLiDFKzCwHw9TYc0ymGUX1iGdEpRp9PERERERGReuCwCSVjTDDgZa3d7Xx8PPAIsAcYAfxqjOkA+AFZxphoIMdaW+GsWGoPbLLW5hhj8o0xA6lsyn0J8LJ7XpaIe+0qLOPd2Zt4/49UdpeUM7JzM7q0bLrv+ZWZu3jyuzVMXpzJ42d1IykhwoPRNgzfLt/KzZ8uocJhGdQ2khuPaU9iTBO+XraFqUsz+T55O+1jmvDKBX3o2DzE0+FWSWZeERt27CEzt4iM3EJ2FZXRvGkAsRGBxIYHkRjdRNVXIiIiIiLSIJnKAqNDnFCZFJri/NAHmGCtfdwY4we8B/QCSqnsofSLMWYUlQmnMsABPGSt/do5VhIwHgikshn3TfYwASQlJVn1UJL6ZMfuYka/PpfNOYWc1K05Nx6TSNeWof8674fkbYyblsyWXcVcMCCeB07pTJBfbfrgH7nmbMzi0vcW0CM2lOfP60VcRNDfni+rcPDjqu3839RkdheXMe70rpzfLw5jjIciPrTyCgfP/7SO12ZuZO93OB8vQ0iAD7n7VbIBdGjWhAFtIhnYNpIRnaJ1j4iIiIiISJ0wxiyy1ibV+PrDJZQ8TQklqU92F5dx/lt/smlnAR9e0Z9+h6k8Kigp54Wf1vHO7BQSoxtWdU1dWbUln/PenEvz0AC+uHYQYUEHr9jZsbuY2z9bxuwNWZzWsyVPj+pe7xIwW/KKuHniEham5XJuUiyj+8YRGx5Is6YBeHsZissqyMwrIiO3iJWZu5iXksOi1BwKSitoGRrAuNO7cnzX5p5+GY2WtZaVmflMWpxBSlYBfeLDGdg2gl7xYfj7eHs6PBERERERl1FCyYVKyit4e9YmJi/OpNzx1+clyM+b2PDKJSqx4YEMbBtJ15ZN6211hLhHabmDy8bP589NObwzNokRHWOqfO3s9Vnc+tnSBlFdU5fScwoZ9focvL0Mk64bTMuwwMNe43BYXpu5ged+WMcjZ3TlkkEJ7g+0in5ds4PbPl9KWbmDJ87uzhm9DriR5b+UVziYl5LDo9+sYs223Yzs3Ixxp3chNjzo8BeLS5SWO/hgTiqfL0xn/Y49+Pl40ToiiA0792At+Pl4cW5SLA+d1lV9vERERETkiKCEkovM3ZjNA1+tYOPOAo5KjCI6xH/fc/lFZfsqCvaUlAPQqXkIo/rEckbvlsSEBLg9PvEsh8Ny62dLmbZsC8+d05PRfWMPf9E/7Nxdwm2fLWX2hixG9YnlybO74+fTeN+Y5hSUMvr1OWTtKeHL6wbToVnVK7estbS//zuuHtaWu07s5MYoqy49p5Djnv+NNlFNeO3CPrSJCq72GGUVDt6bncILP63Hy8CPtx9dpSSb1N59U1YwYd5m+sSHMapvLKd2b0lokC+7CsuYn5rDz6u38+mCdIYkRvLahX0JDfT1dMgiIiIiIrVS24RS/Vor4gHFZRXcP2UlkxZnEBcRyPuX9Tto5Ym1luyCUr5bsZUvF2fy+PTVPPP9Gp47p2eVKxGk4bHW8ti3q5m2bAt3n9ipRskkgOgQfz68vD8v/ryeF39ez5a8It64qC+hQY3vjWlhaTmXj19AZl4RH185oFrJJABjDGFBfv/qR+Qp1loe+Gol3sbw7tikGieBfL29uObodnSPDeWCt+exemt+vU0oLUvPY0byNiKD/fZVb7aJCibYv+H9t/Lxn2lMmLeZ64e3+1eCMjTIl+O6NOO4Ls1ISojgnknLGf36HN6/rJ8qyERERESkUWt4P/m7UIXDcuunS5mRvI3rh7fjpmPaE+h38B4Zxhiimvhz8aAELh6UwIYdu7l/ykpu+2wpDms5q3fNEg1Sv701axPv/ZHCpYMTuPbotrUay8vLcNtxHUiICuLuL1dw9ut/MP6y/v9qQn0kK6twcMMni1mekcfrF/U9bB+qgwkP8iW3oNTF0dXMtyu28tu6nfzfqV1ckgBq5RyjviTM9rd4cy4v/byemWt3YgzsX+Tq5+PF8V2aMapvLEMTo/BpAEvD5m3KZty0ZEZ0jOY/x3c85Lmj+8bSMjSAaz5exJmvzmHSdYNoHVn9SjQRERERkSNBo00oWWt5aNpKZiRv48FTu3DFUW2qPUZiTAjjL+vPFR8s4PbPl1HhoMbVK1I/TV6cwZPfreGUHi34v1O7uKzv0Vm9Y2kRGsg1Hy3irNf+4KMrBtC5RVOXjF2fWWu5b/IKfl27kyfO6s4JtWg+HR7kR26h5xNK+cVlPPz1Krq1asrYwQkuGTMssLIxeV49eH17FZdVcMMni/l5zQ7Cg3y568SOXDIogfIKBxm5RWTkFjJ3YzZTl23hm+VbiQ7x596TOnF2n/r7PTEzr4jrP1lMfEQQL47pjbfX4b++BydG8eW1gznhhVlMX7GN64a3q4NIRURERETqn/r/62M3eeWXDXz852auGda2RsmkvQL9vHl3bD+OSozizi+X8fmCdBdGKZ40c+0O7vpyOYPaRvK/c3viVYU3m9UxsG0kk68fjI+XF2Pfm09GbqFLx6+PXvllA18syuDWke25YEB8rcYKC/Ilrx5U8Dw7Yy3Ze0p48qweVUpIVEVIgA9ehnrx+vZ65JtV/LxmB3ee0JHZdx/D9cMTaeLvQ1iQH91ahXJitxY8fEY35t83kjcu6kt8RBB3fLGM75O3eTr0AyqrcHDNRwspLXfw1iVJNA2o+tLTjs1DiAj2Y3NOgRsjFBERERGp3xplQumzBZv574/rOLt3K+52QUPfQD9v3r4kiaHto7l3ygpWbcl3QZTiSeu37+b6TxbTvlkIb17S123bhbeLbsKHV/SnuKyCS96bT049WcLlDuu27+bFn9dzes+W3HJs+1qPVx8qlJam5/HxvDQuGZRA99hQl43r5bW3R1T9uB++Xb6VCfM2c83RbblhROIh+yT5+XhxYrfmfHRFf3rEhnHzxCUsSM2pw2ir5p3fU1iZmc8zo3uQGNOk2tfHRwSxOefITwKLiIiIiBxMo0sobdtVzEPTkjkqMYqnR/dwWdVJgK83L53fi7BAX+6bsgKHo37vnicHV17h4D9fLMPfx4vxl/WrVuVCTXRoFsI7Y/uRkVvE5eMXUFha/rdY8ovL9v3Zu8tgQ+NwWO6fsoImAT6MO72rS5YOhgVXVih5cqfKl35eT2SwP/85voPLxw4L9CWvyPMVSuk5hdwzaTm94sK44zA9hvYX5OfDe5f2o1VYIFeMX8C67bvdGGX1pOcU8uLP6zi+SzNO6t6iRmO0jgwiLVsJJRERERFpvBpdQunFn9dR4bA8cVZ3fF3cMDYsyI8HTu3M0vQ8Ppm/2aVjS915feZGlmfs4rEzu9OsaUCdzNm/TQQvj+nN8ow8Rr8+l3PfnMuQp36h44Mz6DHuh31/uj30PaNen8OsdTs9mkiprs8XprMgNZf7Tu5MRLCfS8YMD/KjtMJBYWmFS8arrm27ipm5dgfn9YslxA1Jx8olfZ6tUCotd3DjxCVg4OUxvav9PTMi2I8PLu+Pv683Y9+bz/b8YjdFWnXWWh6cWrkj37jTu9Z4nPiIILbkFVFW4XBhdCIiIiL/lpqaijGGSy+91NOhiPxNo0oobdixh88WpHPhgNbER7pnV60ze7ViSGIkz8xYw4568OZJqmfVlnxe+mU9p/ZowSk9ala5UFMndG3OU6N6UFxeARYGtInghuHteOCUzvv+3DayA1vzirjkvfmc9docfl27o05jrImsPSU8+d0a+reJ4BwXNq0PD6pM4nhqWdikxRk4LJzTN84t44cH+ZFb4NkKped/Wsey9DyeHtWjxjsRxkUE8cFl/ckpKOWhqckujrD6pq/Yxsy1O7n9+I612pEvPiIIh4XM3CIXRiciIiL1jTHmX3/8/f1JSEhg7NixrF692mXzDB8+3CVjidSVRrXL27PfryHIz4ebjkl02xzGGB49oxsnvvg7j3yzilcu6OO2ucS1Sssd3P75UkID/Xj0jG4eieHcpDjOTTp0guLa4W2ZtCiTV3/dwGXvL+DWke25daTrl1y5yuPfrqawtJwnzurmsl3yoLIiECobV8eGu2zYKrHW8vnCdAa0iSAhyj3bxocF+bFmm+eWiWXmFfHu7ymM6hPLyTVcFrZXl5ZNufnY9jz7/Vp+WrWdkV2auSjK6skvLmPc18l0bdmUsYNa12qseGeCbXNOodvuAREREak/HnrooX2Pd+3axfz58/nwww+ZNGkSs2fPplevXp4LTsRDGk1CaVFaLt8nb+c/x3Ugsom/W+dqG92EG4Yn8vxP6xjddwfDO8a4dT5xjZd/Wc+abbt5+5Ikwl20LMsd/H28uWBAPKP7xnLflBW88NN6HBZuG9nepQkbV/hjQxZTlmRy0zGJJMaEuHTscGdCyRMVSvNSckjLLnRJc/GDCQvy9WhT7ld/3YDFcruL+kNdNbQtU5dm8tC0ZAa1izxkY293ee77yh353h2bhE8tlzy3jqxMIqWpMbeIiEijMG7cuH8du+mmm3jllVd44YUXGD9+fJ3HJOJpjWLJm7WWp79bQ1QTf64Y2qZO5rx2eFvaRgczbloyJeWe6fEiVffbup28+usGzu7TiuM8VD1RXX4+XjwzqgfnJcXx0s/r+e8P6+pVX6Xisgoe+GolCZFB3DDC9VWBfy15q/tlYZ8vSCfE34eTurlvWWR4kC+FpRUe+f6RnlPI5wvSOa9fHK1qsSxsf34+XjxxVncy84p44ad1LhmzOpam5/HRn5U78vWIDav1eDEh/vj5eLE5u6D2wYmIiEiDdPzxxwOwc+fOAz4/ceJERowYQVhYGAEBAXTu3JnHHnuMkpKSfeeMHz9+3y+Ff/vtt78trTtQEis1NZXzzz+fqKgoAgICSEpK4ptvvnH9ixOpgkaRUPplzQ7mp+Zw68j2BPnVzW/F/X28eei0rqRmFzL+j9Q6mVNqJjWrgJsmLKZDsxCPLXWrKS8vw5Nnd2dM/3he+XUDT363hop6ssPgazM3kpJVwGNndifA19vl4/+15K1uq3jyi8uYvnIrp/dqSaCf61/XXvsv6atrr/66AS9jXJ4ITEqIYEz/ON77I5XkLbtcOvahlFc4uHfyCmJCXLcjn5eXIT4iiM2qUBIREWm0fvrpJwCSkpL+9dzll1/OBRdcwIYNGxg1ahQ33HADERERPPjgg5x44omUl1fu3tyrV699y+lat27NQw89tO/PP3sqpaWl0b9/f1JTU7n44os577zzWLlyJWeccQa//vqre1+syAFUKbtijEkFdgMVQLm1Nsl5/CbgBufxb621dzmP3wtc4Tx+s7X2e+fxE4EXAW/gHWvtUy59NQfx2syNxEcEcV4/9zTPPZijO0RzbKcYXv5lA2f1aUVMSN3sGCZVt6eknKs+XIi3l+HtS5I8sgyntry8DI+f2Q1fb8NbszaxMnMXL5zXi5g62qHuQDbs2MPrMzdwRq+WHNU+yi1zhO2tUKrjxtVfL9tCcZnjsL2uamvv68srLKuz3QYBNmcX8sWiDC4aEE+LUNdUJ+3v7hM78eOq7dw3eQWTrhtc66VnVfH+H6ms3prP6xf2cemOfK0jgkjLVkJJRESkMdi/Wig/P58FCxbwxx9/cOqpp3LHHXf87dzx48fz/vvvc9ZZZ/HJJ58QGBj4t3EefvhhXn31VW655RZ69epFr169ePjhh0lISDhgVdJeM2fOZNy4cX/r53TBBRdw4okn8uyzzzJixAiXvV6RqqjOT/IjrLW99ksmjQDOAHpaa7sCzzmPdwHOB7oCJwKvGWO8jTHewKvASUAXYIzzXLdakbGLRWm5jB2cUO0tr13h/lM6U1JewXPfr63zueXQHA7LbZ8tZVNWAa9e0KfGu1jVB15ehodP78qzo3uwZHMeJ734O7+tO3DprbtZa7l/ygoCfb154BT3fYn7ensR4u9T532GPl+QTqfmIfSIDXXrPJ7qEfXyL+vx9jJc74ZlilBZefXQaV1ZlrGLl37Z4JY59peRW8j/flzHsZ1iOLFbc5eOHRcRRHpOYb1aaioiIiLu8fDDD+/78/zzzzN79mw6d+7MmDFjCAn5e6/QF198ER8fH957772/JZMAHnzwQSIjI/nkk0+qHUPr1q154IEH/nbshBNOID4+nvnz51f/RYnUUm3KMa4DnrLWlgBYa/fuX34G8KnzeIoxZgPQ3/ncBmvtJgBjzKfOc1fVIobDGj8nlSA/b85Jct125dXRNroJlw1pw9u/b+Kiga1d0rtDas/hsDw+fTU/rtrO/53ahcGJ7qmiqUvGGM5JiqNXXBg3TljC2Pfmc/Ox7eu8WfeXizKYl5LDE2d1JzrEvQ3ww4J963TJ25pt+SzL2MX/ndrF7Z/TvyqU6u71pWYVMHlJJmMHJbi1Kuq0ni35bd1OXv5lPQPbRjC4nXu+/qy1jJuWDMDDZ3R1+b9Z68ggCkoryC4oJcrNmz2IiIiIZ+3/C6SCggKSk5O55557uPDCC0lOTubxxx8HoLCwkGXLlhEVFcULL7xwwLH8/f1ZvXp1tWPo1asX3t7/brkQFxfH3Llzqz2eSG1VNaFkgR+MMRZ401r7FtABGGqMeRwoBu6w1i4AWgF/7ndthvMYQPo/jg840GTGmKuBqwHi4+OrGOK/Ze8p4evlWzgvKY6mLlzmUF03HpPI5MUZPPz1Kr68dlC924mrsSkuq+COL5bxzfKtjB3UmsuGJHg6JJdq3yyEqTcO4YGvVvLSz+tJyy7gmdE98PdxX7+fvbbtKuaJ6avp2zqc8+tgiWl4kF+dNuWetCgDX2/Dmb1bHf7kWvJED6XXZ27Ex8tw7fC2bp/r4dO7snhzLrd+upTvbhnqlt03pyzJ5KfVO7jv5E7Ehru+AjHeWdW4OadQCSUREZFGJDg4mP79+zN58mRiY2N55plnuPbaa4mLiyM3NxdrLTt37uThhx926bxhYWEHPO7j44PD4XDpXCJVUdU1YEdZa/tQuVztBmPMMCqTURHAQOBO4HPjokyJtfYta22StTYpOjq6xuN8uiCd0nIHYwe3dkVYNdY0wJc7T+jIorRcpi3b4tFYGrucglIuemce3yzfyr0ndWLc6a6vWqgPAny9eXZ0D+48oSNTl27h4nfmk1vg3kqX4rIKrvloIaXlDp4e1R0vL/d/XsOC/Oqsgqe8wsFXS7cwomMMEcF+bp+vrnex27m7hClLMhndN7ZO+r0F+/vwypg+5BWV8Z8vluFwcTP52euzuHvScga0ieCyIe7Z3bN1pDOhpD5KIiIijVJYWBgdO3akvLycxYsXAxAaWtkWoXfv3lhrD/lHpKGrUkLJWpvp/HsHMIXKJWwZwGRbaT7gAKKATGD/0oRY57GDHXeL8goHH/+ZxlGJUSTGhBz+Ajc7p28c3VuF8uT0NRSWlns6nEZpc3YhZ7/2B8szd/HqBX245uh2R2QyaS/j3KXrpTG9WZqex9mvzyE1yz1bnFtruW/KCpZl7OL583rV2ddceJBvnSVcft+Qxc7dJZzdp26Wzwb6euPn41VnCbOP5qZS5nBwxVHuSb4cSJeWTXnwlM7MXLuTN2dtctm4KzN3cc1HC2kX3YS3LklyW/+8vVVPaswtIiLSeOXm5gLsqxBq0qQJXbt2JTk5mZycnCqP4+XlRUVFhVtiFHGXw/6UbYwJNsaE7H0MHA+sBL4CRjiPdwD8gCxgGnC+McbfGNMGaA/MBxYA7Y0xbYwxflQ27p7m8lfk9MOq7WzdVczYwQnumqJavLwMD53WhW35xbwxc6Onw2l0UrMKOO+tueQVlTHxqgGc0qOFp0OqM6f3bMknVw0gr7CUs1+fw6K0qv/HVlXv/ZHK5MWZ3DqyPcd3dW3j40OpXPJWNwmXyYszCQvyZUSnmldNVocxhvAg3zpZ8lZUWsFHf6ZxbKdmtI1u4vb59nfRwNac0qMFT89Yw4dzU2s9Xlp2AZe+P5+wID/GX9af0ED3LXcO8PWmedMANucooSQiItIYffXVV6SkpODr68vgwYP3Hb/99tspLS3l8ssvJy8v71/X5ebm7qto2isyMpL09PR/nStSn1Wlh1IzYIqzksMHmGCtneFMCr1njFkJlAJjbWXdXrIx5nMqm22XAzdYaysAjDE3At8D3sB71tpkl78ip/FzUokND+SYTjHumqLakhIiOL1nS96ctYlzkuIa9K5ih7KrsIz356Qwb9PBExfeXobOLUIY0CaSfm0i3Pqmb9POPYx5+0/KKiwTrxpI5xZN3TZXfdUvIYLJ1w/hsvfnM+btefzv3J6c2qOlS8aevT6LJ6av5vguzbj5mPYuGbOqwoP82F1cTnmFw63bz+cXl/FD8jbOTYqrk15Ue4UF1k3C7MvFGeQWlnHV0LqrTtrLGMP/zu1JabmD/5uaTIXD1niJ2sade7h8/ALKHZZPL+9P81D3L92Ljwxic457Kv9ERESk/hg3bty+xwUFBaxatYrvvvsOgCeeeIJmzZrte/7yyy9n0aJFvPbaa7Rr127fTmw5OTmkpKQwa9YsLrvsMt5444191xx77LF8+umnnHbaafTp0wdfX1+GDRvGsGHD6uw1ilTXYRNKzl3Zeh7geClw0UGueRx4/ADHpwPTqx9m9azI2MX8lBzuO7kT3nXQx6U67jmpEz+s2sZT363h1Qv7eDocl8otKOW9P1IY/0cqu0vK6RkbetA334Wl5XwwN423f0/BGOjWMpQzerXkjF6tXLoz2IYde7jg7T+pcFQmkzo29/zyR09pExXM5OuHcPWHC7lxwhJSswq49uh2tUrE/LRqOzdNXEK76GD+d16vOumbtL/wYOdOaEVlbm2KPH35VkrKHYzqW7e7RYbVQYWSw2F5b3YKPWND6d8mwq1zHYy/jzevXtCHmyYu5uGvV1HhsFw5tHqNwScvzuCBr1bi7+PFe5f2IzGmbiqt4iOC+H39zjqZS0RERDxn/wbb3t7eREdHc9ppp3HjjTdy3HHH/ev8V199lZNOOok33niDn376iby8PCIiIoiPj+fOO+/koov+/lb6xRdfxBjDzz//zPTp03E4HDz00ENKKEm9VtVd3hqMCoflwakriQz247x+Nd8hzl1ahgVy3dGJPP/TOi7amM2gdpGeDqnWrLV8sTCDR75ZxZ6Sck7q1pybjmlPl5aHrgQqLqtgaXoe8zbl8Mua7Tz27Wqe/G4NR3eI5uJBrRnRsebVZcVlFXy2IJ0Xf16Pl4GJVw+kQ7PGm0zaKyLYj4+vHMCdXy7nuR/W8fnCDG4Y0Y6z+8RWu8/MB3NSefjrZLq2DOXdsUk08a/7byd/7YTm3m3bJy/OpG10MD1jQ902x4GEB/mxcecet87x0+rtpGQV8PKY3h7tKebn48UrF/Thlk+X8Ni3q1m9dTc3H5tI68jgQ15XWFrO/01N5stFGfRvE8GL5/eiRWhgHUUNrSOC+DK/hOKyCgJ86656TUREROpGbZpnn3rqqZx66qlVOjcmJoYJEyYc8LmEhIRDxjFz5syahCdSa0dcQmnC/M0sTc/jhfN6uXUZVW1cPawtny9M5+Gvk/nmpqPculTH3faUlHP/lBVMXbqFQW0jGXd61ypXAQX4ejOwbSQD20Zyy8j2bNixm0mLM5myOJPL3l/AcV2aMe70rrQKq/qbw6LSCibM38ybv21kx+4S+idE8MTZ3eusWqEhCPD15qXze3F6z5a89PN67p60gpd/2cCVR7XhjF6tCD/MDmYVDsvj367mvT9SGNm5GS+N6UWQn2e+ldTFTmibswuZn5rDnSd0rPOES1iQL3lF7q1Qevv3TbQKC+SkbnXX++pgfL29ePH83sSGr+WDOal8tTSTM3q15Jph7WjW9K+E4bb8YuZtymFeSjZ/bsoht7CUm49tz83HJNb599N4505v6TmFtFfSWkREREQakSMqobQjv5hnvlvDUYlRnNHLNf1h3CHQz5v7Tu7MDRMW8+HcNC6vw12VXGll5i5unLCYzTmF/Oe4Dlw/IrFWSwwTY0K4+8RO3H5cB96bncILP61n5H9/49aR7Rk7OOGQv/0vLC3nkz838+asTWTtKWFQ20hePL/3EVEB5g7GGI7r0oyRnWOYuXYnL/68nnFfr+Lx6as5tlMzRvWNpX9CBE0DffYlUTJyC5myOJPJSzJJySrgsiEJPHBKF48uKw13VijlFrivz9DkJRkYA2f2buW2OQ4mLMiPvMJSrLVuSWYtS89jQWouD5zSud4ktn29vbjv5M5ceVQb3py1iU/mpTF58YE3BG0VFsjwDtGc1y+OAW0987UeH/HXTm9KKImIiIhIY3JEJZQe/mYVJRUOHj2zW73fDv7k7s0Z1iGa//6wlpO6N6/TJRqusG77bs55Yy6hgb5MvGqgS9/M+Xp7cc3R7TilRwvGTUvmye/W8N8f19E7LowBbSPp2zqcYL+/kksL03J5e9YmsgtKOSoxipuP7eOxXjANjTGGEZ1iGNEphuQtu5i0KJOpSzOZkbwNgCb+PsSGB+Lv682y9DwABraN4D/Hd3BZU+/aCHNWKLmrz5C1lsmLMxnUNrJalXKuEh7kS1mFpaC0wi1LCj+Yk0qwnzfn9Ytz+di1FdM0gAdP7cK1R7fj++RtlFU49j3XNMCX/m0i6sXGBnuX5KVppzcRERERaWSOmITSr2t38O3yrdx+XAfaRB2650Z9YIzhsTO6cdzzvzFuWjJvXpzk6ZCqrLisghsnLCbY35upNw6hWVP37KQUGx7EO2P78ceGLH5ds4N5KTm88st6HAdYPjysQzS3HJtI39ZKJNVU15ahdG0Zyr0nd2LOxmzWb99NRm4RGblF5BWW8p/jOnBWn1bEhnv+Tfxe+yqU3LQT2ryUHDbnFHLzsXW7e91efyXMSl2eUMraU8I3y7cypn8cIQH1c3kwQHSIPxcNbO3pMA4qPMiXJv4+pCuhJCIiIiKNzBGRUMopKOWBKStpFx3MNUdXb2cgT4qPDOKWke15ZsZaflq1nZFdmh3+onrg4a9XsW77Hj64vL/bkkn7G5IYxZDEKKBy+/bkzHzKHX9VK8SEBDTq3dtczdfbi6M7RHN0h2hPh3JYQX7e+Hl7ua2H0ucL02ni78PJ3T3TX+ivpuNlxIa7duyJ8zZTWuHgksEJrh24kTHGEB8RRFp2gadDERERERGpUw0+oVRYWs7l4xewc08Jn1498KDb1NdXVw1ty1dLMnloWjKD2kUS7IGdsqrjm+VbmDh/M9ce3c4jCYemAb7qiyT7GGMqG1e7oUIpv7iM6Su2clbvWA82HXdPBVZZhYOP56UxtH0U7aLVsL624iOCWL9jt6fDEBERERGpU/WjC2sNlVU4uOGTxSzPyOPlMb3pE+/iX+HXAV9vL544qzuZeUU8/+M6T4dzSJuzC7l30gp6x4fxn+M7eDocEaAy6eKOJW9fL9tCcZnDo/2Fwt3UI2rGym1szy/hUlUnuUTryCDSc4twHGg9roiIiIjIEap+l8McgrWW+yav4Ne1O3n8rG6c0NXzW17XVFJCBBcMiOfdP1IY3jGGo9pHeTqkfyktd3DTp0swBl46vze+9WRHKJGwIF+3LHn7fEE6HZuF0DM21OVjV1Xofj2UXOmDOanERwQxvGOMS8dtrBKigiktdzDyf78xoG0kA9tGkBjTBK8qbg7h5+NFy9BAAv0aVoWtiIiIiDRu9T6htC2/mFnrdlbu7OVsfDovJYcfkrfxw6rt3HJsey4cUH8btlbVA6d0Zn5KDrd9vpTpNw8lOsTf0yH9zXM/rGVZeh6vX9inXuysJLJXeJAfm7L2uHTMNdvyWZaxiwdO6ezRHSPDAvcueXNdwmxl5i4WpuXywCmd8faq37thNhSn92zJnuJy/tyUzTfLKpcF10RksB+x4YE0DfyrSboxho7NmjCgTST92kQQGlh/G6iLiIiISONS7xNKO3eXcMl78/HxMkQE+7FjdwlQWZVw/fB23DrSM7svuVqQnw+vXNCbM175g9s/X8oHl/XHq5682ft17Q7emrWJiwbGc1L3Fp4OR+RvwoN9yd3s2gqlzxdk4OttOLtPrEvHrS4/Hy+a+Pu4dEnfB3NSCfT15pwkzy3lO9IE+/tw1bC2XDWsLRUOy+qt+WTkVn3Xt6KyCjJzi8jMq9xVcU9J+b7nyissH8xN4+3fUzAGOjYLoXVkELHhQbQKC6RdTBP6tg53+S6AIiIiIiKHU+9/Au3asinPX96feZuy2ZJXRO/4cAa0jaBDTEi9Sbi4SqfmTfm/07pw/5SVvPX7Jq49up2nQ2J7fjH/+XwZnZqH8MApXTwdjsi/hAX5kVdYirXWJdVEJeUVTFmSwXFdmhER7OeCCGsnNNCXXS6qUNqRX8zUZVs4p2+sKl3cxNvL0K1VKN1auW6pZHFZBUvT85i3KYcl6bls3FnArHVZFJVV/G3OgW0i6NyiKbHhgcSGBxET4n/E/T8pIiIiIvVHvU8oeRnTYLYwd4UL+sfzx4Ysnvt+Lf0SwunbOsJjsVQ4LLd+upSi0gpeuaAPAb7q7yH1T3iQL2UVloLSCpdUafy8ege5hWWcW08qeMKDfV1WofTu7BTKKxxcNbStS8aTuhHg683AtpEMbPvXDpfWWnIKSlm1NZ95m3KYl5LN+3+kUlrh2HeOn7cXPWJDGdA2ggFtIklKCPfYjoUiIiIicuTRT5b1jDGGJ8/uwcrM2Vz94SK+vG4wbaKC6zwOay2PfJ3M3E3ZPDu6B4kx2lpc6qewIGefoYJSlySUJszbTIvQAIa2rx9J7Mpd7GpfoZRXWMrHf6Zxao+WJHjge4q4ljGGyCb+DG0fve9eLS6rICO3kPTcIjJzi0jNKmBBWi5v/LaJV3/diL+PF8d3bc6oPq04KjEKH22uICIiIiK1UKV3X8aYVGA3UAGUW2uTjDHjgKuAnc7T7rPWTjfGJACrgbXO439aa691jtMXGA8EAtOBW6y12mf5H0IDfRl/WT9GvzGXS96bx6TrBhMTElBn81treWhaMh/OTeOqoW0Y3dezfWREDiXcmVDKKywjrpYFfcsz8pi9IYu7T+xUbxpWhwX5kZFbVOtxPpiTRkFpBdeP8PxSWnGPAF9vEmNCSIwJ+dvxPSXlLErL5efV25m2bAtfL9tCTIg/Z/Zuxag+sXRsHnKQEUVEREREDq46v84fYa3N+sex5621zx3g3I3W2l4HOP46lUmoeVQmlE4EvqtGDI1G2+gmvDs2iQvensdl7y/g06sHEhLg/p4nDoflwakr+WTeZq45ui33nNjJo7tciRxOeFDl14UrloW99utGQgJ8uGhgfK3HcpWwwNoveSsoKef9OSmM7NyMTs2buigyaSia+PvsWzr+wCld+GXNDiYtzuC92Sm8NWsT3Vo15ezesfRtHU6r8EAig/0O+H2/rMLBtl3FpOcWEuLvS/dY1/WJEhEREZGGp86WvBljWgBNrbV/Oj/+EDgTJZQOqnd8OK9d1IcrP1jItR8v4r1L++Hv474+RuUVDh6cupKJ89O5fng77jyho5JJUu/tW/JWy6TL+u27mZG8jZuOSayT5G1VhQf5squojAqHrXHV1MT5m8krLFN1kuDn48WJ3ZpzYrfmZO8pYdqyLUxanMEj36zad06ArxctQgP/dr8VlJSzPb8Yh7Om+LSeLXl5TO+6Dl9ERERE6pGqJpQs8IMxxgJvWmvfch6/0RhzCbAQ+I+1Ntd5vI0xZgmQDzxgrf0daAVk7DdmhvPYvxhjrgauBoiPrz+VAp4womMMT4/qwR1fLOO6jxfz2oXuaY69bVcxN3+6hPkpOdw4IpH/HN9BySRpEPZVKBXULqH0+m8bCfT15rIhbVwRlsuEBflhLewuLtuXPKuOkvIK3pq1icHtIukTH+6GCKWhimziz2VD2nDZkDakZBWwYcceMnILycwtYlt+MfsvSPf39SI2rHL3uFbhgR7p7SciIiIi9UtVE0pHWWszjTExwI/GmDVULl97lMpk06PAf4HLga1AvLU229kz6StjTNfqBOVMWL0FkJSU1Oh7LI3uG0tJeQX3T1nJNR8t4s2L+7o0qfTLmu385/NllJQ7eP68npzVWz2TpOEIDdy75K3mjavTcwqZunQLYwclEBFc/aSNO4UF/fX6apJQ+nJRBjt2l/D8eb1cHJkcSdpEBStJJCIiIiLVUqUtXqy1mc6/dwBTgP7W2u3W2gprrQN4G+jvPKfEWpvtfLwI2Ah0ADKB/TMVsc5jUgUXDmjNk2d357d1O7nqw4UUl1XUeszC0nIe/WYVl49fSPPQQL6+6Sglk6TB8fH2ommAD3m1WPL21qxNeBm4alj9qk6Cv5qO12RJX0FJOS/+tJ7e8WEMbhd5+AtERERERESq6LAJJWNMsDEmZO9j4HhgpbMn0l5nASud50QbY7ydj9sC7YFN1tqtQL4xZqCpXEt1CTDVpa/mCDemfzzPjOrB7A1ZXD5+ATm1WOLz06rtHPe/Wbw7O4WLB7ZmyvWDaRfdxIXRitSd8GC/Glco7dhdzGcL0xnVJ5YWoYEujqz29lYo7arB63tt5gZ27C7hgVO6aAmriIiIiIi4VFWWvDUDpjjfjPgAE6y1M4wxHxljelG55C0VuMZ5/jDgEWNMGeAArrXW5jifux4YDwRS2YxbDbmr6dx+cfh4G+6ZtIKTX/ydl8b0pn+bqu2VXuGwrNqSz8u/rOeHVdvp0KwJX1w7iH4JtdxrXcTDwoL8alTBY61l3LRkyiscXHN0/WxYXdOm45uzC3n79xTO6t2Kvq3VO0lERERERFzrsAkla+0moOcBjl98kPMnAZMO8txCoFs1Y5R/OLtPLB2ahXDjhMWc/9ZcbhvZgetHJP5rB6jyCgfJW/KZl5LNvE05zE/NYXdxOYG+3txzUieuOKoNvt5VWvUoUq+FB/mSvaf6CaXXZm5k+opt3HtSp3rbPyY8qGY9op6YvhofL8PdJ3ZyR1giIiIiItLIVbUpt9Qz3VqF8vVNR3H/lJX898d1fPhnGvERQcSGB9KsaQBrt+1mUVoue0rKAWgbFcypPVowoE0kQxKjiA7x9/ArEHGd8CA/NuzYU61rfl69ned+WMsZvVpy9bC2boqs9poG+OJlqFaPqDkbspiRvI07T+hI89AAN0YnIiIiIiKNlRJKDVhIgC8vnt+LYzvH8Pv6LDJyC1mUlsu2XcUkRAVzRq+WDGgbycA2EcQ01ZtKOXKFBfmSV40Kng07dnPLp0vp2rIpT4/qUa/7C3l5GUIDq/76yiscPPLNKmLDA7niqPrXZFxERERERI4MSig1cMYYzujVijN6tdp3zFpbr98gi7haeJAfe0rKKS134Odz6GWcS9PzuO2zpQT4evHmxUkE+HrXUZQ1V9UeUbuLy7h38grWbNvNGxf1aRCvTUREREREGiYllI5ASiZJY7O3z9D2/GLiIoIOeM6itFxe/Hk9s9btJCzIl3cuSaJVWP3b1e1AqlKBtTJzFzdMWEx6TiF3ntCRE7o2r6PoRERERESkMVJCSUQavBahlYmh4c/NpFurUAa2iSA2PJDMvGIycgtJySogeUs+EcF+3H1iJy4e1Jom/g3n2194kB87dhcf8Lmi0go+mZfGMzPWEtnEj8+u0c6NIiIiIiLifg3nHZWIyEEc2zmGCVcOYM7GbP7clM17f6RQVmHx9Ta0CgukVXgg95/cmQsHxhPk1/C+7YUF+rJ22+59H1trWZCay6RFGXy7Yit7Sso5tlMMz53Tk/BgPw9GKiIiIiIijUXDe2clIvIPxhgGJ0YxODEKqKzayS8uI7qJP15eDX8JaESwH5l5RbS/fzoADgsVDkuQnzcnd2/BqD6xDGwboeWuIiIiIiJSZ5RQEpEjTqCfN4F+R05D6osGtibA1xuHtfuOtW/WhBO6Nm+QFVciIiIiItLw6Z2IiEg9lxAVzB0ndPR0GCIiIiIiIvscen9tERERERERERGRfzB2vyUU9ZExZjew1tNxiLhZFJDl6SBE3Ez3uTQGus+lMdB9Lo2B7nNpDDpaa0NqenFDWPK21lqb5OkgRNzJGLNQ97kc6XSfS2Og+1waA93n0hjoPpfGwBizsDbXa8mbiIiIiIiIiIhUixJKIiIiIiIiIiJSLQ0hofSWpwMQqQO6z6Ux0H0ujYHuc2kMdJ9LY6D7XBqDWt3n9b4pt4iIiIiIiIiI1C8NoUJJRERERERERETqESWURERERERERESkWpRQEhERERERERGRalFCSUREREREREREqkUJJRERERERERERqRYllEREREREREREpFp8PB3A4URFRdmEhARPhyEiIiIiIiIicsRYtGhRlrU2uqbX1/uEUkJCAgsXLvR0GCIiIiIiIiIiRwxjTFptrq/3CSURqTu7i8v4clEGkxdnEh8RxNjBCfRLCMcY4+nQREREREREpB6pUkLJGJMK7AYqgHJrbZIx5lHgDMAB7AAutdZuMZXvPF8ETgYKnccXO8cZCzzgHPYxa+0HrnwxIlIzqVkFvPdHCpMWZVBQWkG3Vk35ff1Ovl2xlc4tmnLZ4ARG9Y3F20uJJREREREREQFjrT38SZUJpSRrbdZ+x5paa/Odj28GulhrrzXGnAzcRGVCaQDworV2gDEmAlgIJAEWWAT0tdbmHmrupKQkeyQseSstd7AicxdFpRX7jgX4etE9NhR/H28PRiaN2a7CMl76ZT0fzk3FYDi1ZwsuHZxAj9gwikor+GppJh/MSWXNtt2M7NyMF8/vRbC/ChtFREREREQaOmPMImttUk2vr/E7w73JJKdgKpNEUFm19KGtzFT9aYwJM8a0AIYDP1prcwCMMT8CJwITaxpDfZeZV8TMtTuYuXYnczZkUbBfMmmvID9vBreL5OiOMQzvEE1cRJAHIpXGprzCwSfzNvPCT+vIKyrjvKQ4bj++AzEhAfvOCfTzZkz/eM7vF8dHf6Yxbloy57wxl3cvTaJFaKAHoxcRERERERFPq2pCyQI/GGMs8Ka19i0AY8zjwCXALmCE89xWQPp+12Y4jx3s+L8YY64GrgaIj4+vYoieV1JewYKU3Mok0rqdbNixB4BWYYGc2bsVQ9tHE9nEb9/5OQWlzF6fxcx1O/hp9Q4A2kYHM7xDDEd3jKZXbBihQb4eeS1y5CqrcHDThCXMSN7GoLaRPHBqZ7q2DD3o+cYYLhmUQFxEEDdNWMKZr/7Bu2P70a3Vwa8RERERERGRI1tVl7y1stZmGmNigB+Bm6y1s/Z7/l4gwFr7kDHmG+Apa+1s53M/A3dTWaEUYK19zHn8QaDIWvvcoeau70veNmcXMnPdDn5bu5M5G7MpKqvAz9uLAW0jOLpDNMM7RtMuuskhmxpba9mUVcBva3cyc91O/tyUTWm5A4CwIF8SIoNpGx3MaT1bcnT7aLzUx0ZqqLTcwU0TF/N98nYeOKUzVxzVploNt9dsy+eK8QvJLypj6o1DaBvdxI3Ruk5ZhQOHtVpeKiIiIiIi4lTbJW9VSij9Y8JxwJ79E0HGmHhgurW2mzHmTWCmtXai87m1VCaThgPDrbXXOI//7byDqW8JpeKyCv7clM3MtTv5bd1OUrIKAIiPCGJ4x8oE0sC2kQT51bzPTFFpBfNTc1i3bTep2QWkZReyams+OQWltIkK5uKBrRmdFEvTAFUvSdWVlju4YcJifly1nYdO68JlQ9rUaJzMvCJOe3k2kcF+fHXDkHrfU2nx5lyu+WgRWXtKaBkaSJuoygTtFUe1oXVksKfDExERERER8Qi3J5SMMcGAl7V2t/Pxj8AjwEZr7XrnOTcBR1trRxtjTgFu5K+m3C9Za/s7m3IvAvo4h15MZVPunEPNX58SSt8nb+PeySvIKSjF38eLgW0j91UhtYkKduvW6qXlDr5buZXxc1JZsjmP+Iggfr1juHbdkiopr3Bw3SeVyaRxp3Xh0homk/b6Y0MWF787j5O6t+CVMb3deu/XxtfLtvCfL5bRvGkAZ/ZuxebsAlKyC1m7LR9vYxh3eldG942tt/GLiIiIiIi4S1005W4GTHG+4fIBJlhrZxhjJhljOgIOIA241nn+dCqTSRuAQuAyAGttjjHmUWCB87xHDpdMqi8KS8t59JtVTJyfTrdWTfnvuT0Z1DaSAN+6Wz7j5+PFGb1acUavVrw9axOPT1/NlrwiNfGWKnlt5sZ9lUm1TSYBDEmM4s4TOvH0jDX0jgvjyqFtXRCl61hreeWXDfz3x3UktQ7nrUuSiAj+q39ZZl4Rt3+2lDu/XM6va3fwxFndCQvyO8SI9Ze1li8WZbAsPY+07EJSsgooLqvgyqFtuWxIQp1+nxIRERERkcaj2kve6pqnK5SSt+zipglLSMku4Jph7bj9uA74+Xh5LB6AeZuyOe+tP/nw8v4M6xBdp3PvKipj9vosflu3gz82ZLOnpHzfc0F+3lw2JIGxgxPUq6YeWbI5l9FvzOW0Hi144fzeLhvXWsu1Hy/ip9U7mHDlAAa0jXTZ2LX16DereHd2Cmf2asnTo3sc8H6scFjemrWJ//6wlmZNA5hy/WBimgYcYLT67fWZG3l6xhpCA31JiAomITKI3MIyZq3bSVxEIPee1JmTujVXFZaIiIiIiPxNnfdQqmueTCgVl1Vw7H9/o9zh4IXzejOoXf14w7wjv5j+T/zMw6d3ZezghDqZ0+Gw3P/VSj5fmE6FwxIS4MNRiVE02+8N+Made/h9fRatI4O496TOnNC1md7EelhBSTmnvPQ7ZRWW6bcMJTTQtX23dheXccLzs+jQPITxl/V36dg1NWVJBrd9toyxg1oz7vSuh70Hl2zO5YK359G1ZVMmXj0QX2/PJoyr41BLD2evz+LRb1axdvtujuvSjDcv6quG/iIiIiIisk9dLHlrtN74bSOZeUVMvGpgvUkmAUSH+BPs572vIXhdeHrGGibO38yY/vGM6tOKXnFh+BzgjfesdTt57NtVXPvxIs7s1dKlFTFSfY9+s4q0nEI+vWqgy5NJACEBvvRNiGBZep7Lx66JVVvyuXfyCvq3ieCBU7tUKaHZOz6cp0f34OaJS3j829WMO71rHURae5l5Rdw0cQntopvwzKge/3qtR7WP4tubj+LNWZt49vu1vDN7E1cPa+ehaEVERERE5EjTcH4VX8cycgt5feZGTunRol4lkwCMMbSJDq6zhNIHc1J5c9YmLh7YmifO6kZSQsQBk0kAwzpEM/3moZzVuxXfrthKfa+AO5J9n7yNTxekc+3R7dy6HK1NVDAZuYWUlFe4bY6q2FVYxrUfLyI00JdXLuhdrUqj03u25PIhbRg/J5WpSzPdGKVrFJdVcP3Hiygtd/DGxX0PutOej7cX1w9vxwldm/Hs92tZtSW/jiMVEREREZEjlRJKB/HE9NUYA/ef3NnToRxQQmTdJJRmrNzGuK+TOa5LsyotH4LKN7HdWoVSVmHZVVTm9hjl33bkF3PPpOV0a9WU20Z2cOtc7aKDcVjYnF3o1nkOxeGw3P75UrbuKuK1C/sQE1L9Xkj3ntyJ/gkR3DNpBWu21e/Ey8Nfr2JZxi6eO6cn7aKbHPJcYwxPnt2DsCA/bvl0CcVlnk38iYiIiIjIkUEJpQP4Y0MW01ds44bhibQMC/R0OAfU1lkVUlrucNscy9LzuOXTJfSMDeOl83vjXY3+K1FNKnfMytpT4q7w5CCstdzx5XKKyip44bzebm8i3yYqGIBNdbgE858+mZfGz2t28MApXejbOqJGY/h6e/HKhb0JCfDhts+W4XDUz+q6zxekM3H+Zq49uh0ndmtepWsigv147pyerN+xh6e+W+PmCEVEREREpDFQQukfyiocPPx1MnERgVw1rH5thb6/NnurQnLcUxWyp6ScmyYuIaqJP++OTSLQr3q7tkU38Qdg5+5Sd4Qnh/DBnFRmrdvJ/ad0ITHm0NUrrrAvobTTMwmlnIJSnvthHUMSI7lkUOtajRUTEsC9J3di9dZ8vk/e5qIIXWdFxi4emLqSIYmR3HF89SrPju4QzaWDExg/J5Xf1u10U4QiIiIijZcxhuHDh3s6DJE6o4TSP3y2IJ112/fw4CldCPCtXhKlLiVEVr6JT3VTVcgjXyeTkVvIC+f3ItKZHKqOqJDKa1ShVLfWbd/Nk9+t4ZhOMVw0IL5O5gwJ8CU6xJ+UrD11Mt8//feHtewpKeeh06q2JPNwTu/ZirbRwbz48/p6VaWUW1DKtR8vIirYj5fO733QPmaHcs9JnejQrAmLUnPcEKGIiIjIkccYo52rRQ5Cu7ztp7zCwZuzNtIrLozjujTzdDiHtLcqxB19lGas3MrnCzO4cUQi/RJqtnwoqokSSnWtpLyCWz9dShN/H54+wK5f7tQmKtgjFUorM3cxYf5mLh2cQIdmIS4Z09vLcMux7bnl06XMSN7Gyd1buGTc2qhwWG7+dAk7d5fwxbWDapTkBQjw9earG4YQ5Kdv/SIiIiKutnr1aoKCgjwdhkidUYXSfr5dsZX0nCKuH96u3mehw4L8CA/yJSXbtW/it+cXc8/kFfSIDeWWke1rPE5YoC/eXkYJpTr0zIy1rNqazzOjexAdUrOEQ021q8NdB/ey1jJuWjIRQX7c6uLG46f2aEliTBNe/Kl+VCm99usGfl+fxcNndKVnXFitxlIySURERMQ9OnXqRHx83awSEKkPlFBystby+syNtI9pwsjO9bs6aa82UcGkuLAqxOGw3PHFMkrKHDx/Xq9qbbv+T15ehqgmfuzcrYRSXfh62RbenZ3CpYMTONYD92+bqGCyC0rZVVh3u/pNW7aFhWm53HViR0IDfV06treX4eZj27N2+26mr9zq0rGra/323bz0y3pO7dGC8/vFeTQWERERETm4A/VQ2r17N48++ijdunWjadOmhISE0K5dO8477zwWLVr0t3PHjx/PqFGjaNu2LYGBgTRt2pQhQ4bw8ccf1+GrEKk6JZScZq7dyZptu7n26HZ4VWM3M09qE9XEpVUh4+ek8vv6LO4/pfNhtyKviqgm/mTtUVNud1u3fTd3T1pO39bh3HdyZ4/E0Caq8n7ZVEd9lApKynli+mp6xIZyTl/3JFlO6d5iX5VShYeqlBwOyz2TVxDs78O4013TI0pERERE6oa1lhNPPJH/+7//o2nTplx55ZVcd911DBgwgFmzZjF37ty/nX/dddeRlpbGsGHDuPXWWzn//PNJS0vj4osv5sEHH/TQqxA5OK19cHpt5gZahgZweq+Wng6lytpEBTFpcTGFpeW1XsayZls+T81Yw7GdYrjQRc2cKxNKqlByp/ziMq79aBFBfj68dmEf/Hw8kyNuG/1XT6/e8eFun++VXzewPb+E1y/q67YE8N5eSjdNXMLXy7ZwZu9WbpnnUD6Zl8aitFyeO6fnvr5kIiIiItIwrFy5kjlz5nDmmWcyZcqUvz3ncDjYtWvXv85v167d346VlpZy0kkn8dRTT3HttdfSqlXd/0wqcjCqUAIWpOawIDWXq4a1rdUyr7q2tyokNauwVuMUl1U2c24a4MPTo13XzDmqiT9ZWvLmNg6H5Y7Pl5GWU8irF/SmWdMAj8USFx6Et5epkz5KKVkFvPt7CqP6xNLHzcmrU7q3oHurUB77djV5hXVbbbclr4inZ6xlaPsoRvXRDw4iIiIiDVVgYOC/jnl5eREe/vefZf+ZTALw8/PjhhtuoLy8nJ9//tltMYrURMPJnrjRGzM3EhHsx/n9GlYDtYSoyh0EUmvZmPu/P6xlzbbdPDO6h0urIKJC/MjaU4q1nm9qfKQpKa/gji+W8cOq7dx7UicGtI30aDx+Pl7ERwTVyU5vj36zCj8fL+4+qaPb5/LyMjx5dndyC0t5Yvpqt8+3l7WWB79aSYXD8sRZ3bXUTURERKQB6tKlC7169WLixIkMGTKEZ555hjlz5lBaeuBfVG7evJkbbriBTp06ERQUhDEGYwyjRo0CIDMzsy7DFzmsRr/kbc22fH5es4PbRnYg0M/b0+FUS0LkX8uMauqPDVm8/XsKFw2M55hOrm3mHN3En9IKB/nF5S5vmtyY5RSUcu1Hi5ifmsPtx3XgiqPaeDokoLIx9yY3Vyj9smY7v6zZwf0ndyYmpG4qsrq1CuWqoW1547eNnNGrFUMSo9w+54+rtvOz83XGRWjrWREREZGGyNvbm19++YVHHnmEL7/8krvvvhuAkJAQxo4dy5NPPkmTJs5epJs20b9/f3Jzcxk6dCjHH388oaGheHt7k5qaygcffEBJiVZ/SP3S6BNKb8zcSLCfN2MHt/Z0KNUW7O9D86YBNU4o7dxdwu2fL6VtdDD3n9zFxdGxr9opa0+JEkousnHnHi4fv4Ctu4p5aUxvTu9Zf3p+tYkKZs7GLBwO65a+RiXlFTzy9SraRgczdnCCy8c/lFtHtmfGyq3cN2UFM24Z5tbkc3mFg6dnrKFtdDCXDUlw2zwiIiIi4n7h4eE8//zzPP/882zYsIHffvuNN998k1deeYW8vDw++ugjAP73v/+RnZ3N+++/z6WXXvq3MSZOnMgHH3zggehFDq1RL3lLzynk6+VbuWBAPGFBfp4Op0YSooJqlFAqr3Bw44TF7Coq45UxfdzyBnlfQkl9lFzi62VbOPPVP9hTXM7EqwbWq2QSVDbmLi5zsC2/2C3jvzc7ldTsQsad1rXOm48H+HrzxNndScsu5IWf17l1ri8WZbBxZwF3ndAJnwbU001EREREDi0xMZErrriC3377jSZNmjB16tR9z23YsAFg3/K2/f322291FqNIdVTp3YoxJtUYs8IYs9QYs9B57FljzBpjzHJjzBRjTJjzeIIxpsh57lJjzBv7jdPXOc4GY8xLxsONQd6atQkvA1cc1daTYdRKm6gmNUooPT1jDfNScnjy7O50adnUDZFBdEhlQmmndnqrld3FZdz++VJumriExJgmfHXDEPq2dv9OatXVJqr2SzAPZnN2IS/+vI7jujRjWIdol49fFYPbRXF+vzje+T2FlZm7Dn9BDRSWlvP8j+vo2zqcE7q6dgmqiIiIiNStlJQUNm3a9K/jubm5lJSU/K1Zd0JCAgAzZ87827nff/8977zzjjvDFKmx6ix5G2Gtzdrv4x+Be6215caYp4F7gbudz2201vY6wBivA1cB84DpwInAd9WO2gV27i7h84XpnN07luahntsdq7baRAWRU1DKrsIyQoOqtqzs2+Vbefv3FC4Z1Jqzese6LbaoJpVVX6pQqrlFabnc+tkSMnOLKrewPyax3lattIt2rv/eucelfYastdz/1Qp8vLx45IyuLhu3Ju49qTM/r9nB3ZOWM/WGIS7/t3j/j1R27C7htQv7qBG3iIiISD3yz2Vo+3vttdcICvp338tly5Zx9tln069fPzp37kzLli3ZuXMnU6dOpaysbF9PJYDrr7+e999/n3POOYfRo0fTsmVLVq5cyYwZMzj33HP57LPP3PGyRGqlxj2UrLU/7Pfhn8DoQ51vjGkBNLXW/un8+EPgTDyUUBo/J4XSCgfXHN1wq5OgskIJICW7gF5BYYc9f822fO78chl94sN44BTX903aX3iQH95ehqw9dbvd+pGgvMLBy79s4JVfN9AiNIDPrxlEUkKEp8M6pJgQf4L8vF3emHvy4kx+X5/Fo2d0pUXov7dcrUuhQb48cnpXrvtkMe/OTuGao/+9tWtN5RSU8sbMjRzXpVm9/7cWERERaWwO1cPohRdeOGBCKSkpiXvuuYfffvuNGTNmkJubS3R0NH379uXmm2/mpJNO2ndujx49+PXXX3nggQf49ttvKS8vp2fPnkyePJmwsDAllKReqmpCyQI/GGMs8Ka19q1/PH85sP8d3sYYswTIBx6w1v4OtAIy9jsnw3nsX4wxVwNXA8THx1cxxKrbXVzGh3PTOKlbc9o6qyoaqr3LjFKzCugVF3bQ83YXl/HKrxt4f3YqTQN9ee3Cvm7vQ+PlZYgI9iNLS96qZXN2Ibd+toTFm/M4u3crHj6jKyEB9b+puTGGNlHBLl3ylrWnhEe/XUXf1uFcOKB+NM4/sVtzju/SjP/9uI4TujYnwfk1WFsv/7KegtJy7jqho0vGExEREZHas9bW+NzY2FieeOKJKl8/ePBgfvnll1rHIVJXqppROMpa2wc4CbjBGDNs7xPGmPuBcuAT56GtQLy1tjdwOzDBGFOtJj3W2restUnW2qToaNf3S/lk3mZ2F5dzrQurCzwlPiIIL8MBq0IcDsuWvCI+/jON4c/O5M3fNnFaz5Z8e/NRdbbML6qJvxJK1fDdiq2c9OIs1u/Yw0tjevO/83o1iGTSXm2jm7Bpp+sSSo98vYrCkgqeOru7W3aOqwljDI+c0Q0/by/um7LCJf+5L0jN4aO5aZybFEf7ZiEuiFJERERERMS9qlShZK3NdP69wxgzBegPzDLGXAqcChxrne+qrLUlQInz8SJjzEagA5AJ7N+wJ9Z5rE6Vljt4b3bK/7N33+FRlF0Dh3+z6b03EkICCR1CCaEqTbEiqIigooCAvbx2P/W19+5rQ7oKKCIKKkVUQDok9E5ISIOQ3uvuPt8fCRGkpexmN8m5rysXYXbK2WSSzJw5z3kYGOFD9xDPxj68ydnb6gjxcmZxbAp7U/MAMCg4mVdKUk4JFXojAH3CvJgzqU+jv2dfV3syZcjbJSml+HztMd5ddZieoZ58elsvgj0tO7yrPsJ9XfhtzwnK9QYcbBs2c+AfB06xbPcJ/nNFe6tLsgR6OPL0NR15/ud9/BCXytjo1vXeV0ZBGffP30GIlxPPXtvJhFEKIYQQQgghhPlcMqGkaZoLoFNKFVZ/PgJ4RdO0q4GngMFKqZIz1vcDcpRSBk3T2gKRQIJSKkfTtAJN0/pR1ZT7TuB/ZnhPF/XrnhNkFJbzzpjujX1os7mtbyjL954ku7gqcaNRdWM/tKM/bXycaR/gRnQbL4s0+fVzdTBpxUpzVKE38txPe/khLpUbolrxzpjuONo1LBljKe38XDCqqmF7DUkCpeSU8PgPu+kc5M59Q6yzkvC2mFCW7krj5WX7aefnQu82de97VGkw8sCCHRSV6fnm7hg8nJpONZoQQgghhBCiZatNhVIA8FN1MsIWWKCUWqlpWjzgAKyufm2LUupe4HKqEk6VgBG4VymVU72v+4G5gBNVzbgbtSG3UopZGxKJ8HdlsIWmHjeHewe3s9rhe75uVUPelFIya9V5pOSU8OTi3WxJyOGR4ZE8ekVkk/46ne7ptTctv94JpbJKA/d8E4dSii/vMH+vr/rS6TT+N74X42ds4c5Z25g3OabOzbTfWH6Q7cdz+XhcDzoG1mlksBBCCCGEEEJY1CUTSkqpBCDqPMsjLrD+j8CPF3gtFuhaxxhNZltiDvtPFPDGjd2a9E17U+Ln6kC53khhuR73JtQLyNzObJJuo9P48NYobuwZcukNrVz7ADdCvJx4+sc9ZBaWM/WytnXqfaSU4rmf9nHgZAFzJvYh1Ofc2TKsSaCHIwun9uO2GVu4a/Y25k6OoU8tkkpllQa+3ZLEnI3HmTQwjFE9zjs/gRBCCCGEEEJYrdrO8tYszNqQiKezHTf2lJu3xuLrZg9AVmG5JJSqLY5L5a0VB8kqquDmXiE8eVWHRmuSbm6Odjb88uAg/u+nvby54hDrjmTy/tgogjxq1w9q/tZkftyRyiPDIxna0d/M0ZpGoIcjC6f1Y3x1UumJER1oH+BGGx9nWnk6YXNGQu10k/zvtqeQU1zBZZG+/J/0TRJCCCGEEEI0QS0moZSUXczqg6e4f0g7nOybZn+apsjX1QGArKIK2jafUYb1ojcYee23g8zddJzoNl7Mntj4TdIbg5eLPZ/f3osfYlN56Zf9jPjwb8bHhDKhXxtae59bcZSSU8LaI5msO5zB2sOZDO3gxyPDIy0Qef0FuDvy3dR+3Dl7G6/8eqBmua1Ow87mnyF7ZXoDGnBFpwAmDgijfzsfqZYUQgghhBBCNEktJqE0Z+NxbHUad/YPs3QoLco/CaVyC0diWUXleh5asIM1hzOZMiicZ6/tdFblSnOjaRpj+7SmT7g37606zKwNicxYn8DwjgHEhHuRklPK8exiEjKLScsrBaC1txN39GvDf65oX6dhctbC392R5Q9fRkZhOYlZxSRlF5OcU4LeqGrWcXOwZXTP4PMm1oQQQgghhBCiKWkRCaWCskp+iE3h+u6tCHBvHkOLmgpJKFVV4Ez9OpajGUW8fmNXbu/bxtIhNZpwXxc+u70X6fllzN+axIKtyfxx8BRujraE+7rQM9STuweFM6SDH+G+Lk2+Wken0wj0cCTQw5H+7XwsHY4QQgghhBBCmE2LSCgt2p5CcYWByQPDLR1Ki+PtYo9Oq+qh1NKUVOj5cl0CX/19DDudjjkT+3B5M5pdsC4CPRx5fEQHHhoWSXG5Hk9nuyafPBJCCCGEEEKIlqzZJ5T0BiNzNh4nJsybbiEelg6nxbHRaXi72JNZVGHpUBqNwaj4aWca7646xKmCcq7vHsQz13QkxEuGOdnb6rC3tbd0GEIIIYQQQgghGqjZJ5RWHzhFWl4pL1zf2dKhtFi+rg5ktoAKpbySCr7bnsI3m5NIyyslqrUnn9/ei95tLj2NvBBCCCGEEEII0ZQ0+4TSrA2JtPZ24srOAZYOpcXyc3No1j2U0vPL+PjPoyzZkUq53ki/tt68cH1nRnQOaJLNpYUQQgghhBBCiEtp1gml3Sl5xCbl8sL1nZv1jFrWztfVgcSsYkuHYXKlFQa++juBL9cdw2BU3Nw7mLsGhNEx0N3SoQkhhBBCCCGEEGbVrBNKszYk4upgy9joEEuH0qL5utqTVVSOUqpJN2IuqzSQlF3C8exijmUW8c3mJE7ml3Fdt6oeSTIVvBBCCCGEEEKIlqLZJpRO5peyfO9J7hoQhpujnaXDadF8XR0oqzRSXGHA1cH6TzmlFF9vTuK93w9TUmGoWW4wqrPWiwrx4ONxPYkJlx5JQgghhBBCCCFaFuu/u6+nrzcnYVSKiQPCLB1Ki+fr6gBAVmG51SeUMgvLeWrxbtYczuSySF+iQjxrXnO00xHq40KYjzNtvF3wcJZEpRBCCCGEEEKIlsm67+7rqaRCz4KtyVzVJVCGIVkBX7fqhFJROWG+LhaO5sLWHMrgiR92U1Su55VRXZjQr02THqInhBBCCCGEEEKYS7NLKCmleP7nfeSXVjLlsnBLhyOo6qEEWPVMb0t2pPLED7vpEOjOd+N6EBngZumQhBBCCCGEEEIIq9XsEkofrD7Ckh1p/OeK9vRuI71trIFf9ZC3zELrTCgtjkvlycW76d/Wh1l39cHJ3sbSIQkhhBBCCCGEEFZNZ+kATGnhtmT+91c8t0a35uHhEZYOR1TzdrFH0yCzqAKomi0tIbOIgrLKc9Y1GhXp+WVkN1I10w+xKTy5eDcD2kkySQghhBBCCCGEqK1mU6H016FTPP/zPoZ08OO1G7tK7xsrYmujw9vZngVbk/khNoWT+WU1r3m72NPGxxlvZ3tSc0tJyimmrNIIQNdgd4a092dwBz96tvbE1sZ0+U+lFPM2HeflXw8wsJ0vM++KxtFOkklCCCGEEEIIIURtaEqpS69lQZ6hHdWsn/7guu5BZ93wVxqM7ErJY+3hDNYezmT/iQK6Brvz/bT+uFj5TGIt0Su/HGBXSi5hvi6E+bjQytOJ7KJyjmeXkJRdTE5xBSFezlUzqPm6kF9SwdrDmexIzsWowN3Rlssi/Rjc3o/BHfwIcHesdyzZReU8/eNe/jh4imEd/fn89l6STBJCCCGEEEII0aJomhanlIqu9/a1SShpmnYcKAQMgF4pFa1p2rvASKACOAZMUkrlVa//LHB39foPK6VWVS+/GvgYsAFmKqXeutSx3Vt3UN63f4CPiz1DO/qTUVhOUnYxqbmlGIwKG51G71AvBnfw47aYULxc7Ov+VRBWK7+kkg3xWaw7UpU4zCgsR9NgaAd/7uzfhssj/dDpal+Ntu5IJk/8sJv8kkqevqYjkwaE1Wl7IYQQQgghhBCiOWjMhFK0UirrjGUjgL+UUnpN094GUEo9rWlaZ2AhEAO0Av4A2ldvdgS4EkgFtgPjlVIHLnbs6Oho9dHClczddJwdybkEezpVV7k40znInQERvng42dX1fYsmSCnFwZOFrNx3kgXbUsgqKqetrwvjY0IZ1smftr4u5x3qaDQq/j6aybxNx1lzOJP2Aa58PK4nnYLcLfAuhBBCCCGEEEIIy7NYQulfr98IjFFK3V5dnYRS6s3q11YBL1Wv+pJS6qrq5WetdyHR0dEqNja2Vm9GtBwVeiMr9p1k7qbj7EzOA6C1txND2vvT1s+F02mlonI9S3akkZBVjJ+bA3f0bcM9g9vKEDchhBBCCCGEEC1aQxNKtW02pIDfNU1TwHSl1Ff/en0y8H3158HAljNeS61eBpDyr+V9z3cwTdOmAdMAQkNDaxmiaEnsbXWM6hHMqB7BpOSUsPZwBuuOZLI4LpXSSsNZ6/YM9eTjcT24pmsQ9rbNamJDIYQQQgghhBDCImqbUBqklErTNM0fWK1p2iGl1N8AmqY9B+iB+aYKqjph9RVUVSiZar+ieWrt7cyE/mFM6B9Ghd5Icbm+5jWdTpMhkUIIIYQQQgghhInVKqGklEqr/jdD07SfqOqP9LemaROB64Hh6p+xc2lA6zM2D6lexkWWC2ES9rY67G2lMbsQQgghhBBCCGFOl+yhpGmaC6BTShVWf74aeKX65Q+AwUqpzDPW7wIs4J+m3H8CkYBGVVPu4VQlkrYDtyml9l/i+IXA4bq/NSGaFF/gvD3KhGhG5DwXLYGc56IlkPNctARynouWoINSyq2+G9emQikA+Kl69ixbYIFSaqWmafGAA1VD4AC2KKXuVUrt1zRtEXCAqqFwDyilDACapj0IrAJsgNmXSiZVO9yQJlFCNAWapsXKeS6aOznPRUsg57loCeQ8Fy2BnOeiJdA0rUEzoF0yoaSUSgCizrM84iLbvA68fp7ly4HldYxRCCGEEEIIIYQQQlgRmfJKCCGEEEIIIYQQQtRJU0gofWXpAIRoBHKei5ZAznPREsh5LloCOc9FSyDnuWgJGnSeX7IptxBCCCGEEEIIIYQQZ2oKFUpCCCGEEEIIIYQQwopIQkkIIYQQQgghhBBC1IkklIQQQgghhBBCCCFEnUhCSQghhBBCCCGEEELUiSSUhBBCCCGEEEIIIUSdSEJJCCGEEEIIIYQQQtSJJJSEEEIIIYQQQgghRJ3YWjqAS/H19VVhYWGWDkMIIYQQQgghhBCi2YiLi8tSSvnVd3urTyiFhYURGxtr6TCEEEIIIZq0cr2B9UeycHeyI9jLiUB3R2x0mqXDEkIIIYSFaJqW1JDtrT6hJIQQQgghGmbD0SxeWLqPxKzimmW2Oo0erT35/I5e+Ls5WjA6IYQQQjRFklASQgjRIpVWGEjOKSE1t4S0vFJyiysZ3MGPqBAPNE2qNqxJQVklC7Ymk1dSWbPMxd6Gq7oG0j7AzYKRWb9TBWW89ttBftl9gjAfZ6ZP6I2TnQ2puaWk5JYwb9Nxxk3fwoKp/Qj0kKSSEEIIIWpPU0pZOoaLio6OVjLk7cIKyyqZvzWZ+IyiWm/jZGdDsJcTwZ5OBHs54eZgmryiTqcR6O6Ii4n2J0RTEp9RyM87T5BeUFazzEbTGBDhw1VdAnG0s7FgdKZjNCqOZBSyNSGHk/llTB4Yhr9707oJ1RuMfLMliQ9+P0Jhuf6c19v6unBTr2Bu7h1CkIeTBSIUpymlWLb7BK/9dpDMwnLsbf+ZS6TSYEQp6Brszo09Q7ixZzDeLvYWjNb67E3NZ8LsrZRUGLh/SDvuHdzunN9F24/nMHH2NnzdHFg4tR+tPOWcF9ZHKcXBk4Uk51Q9AEjLLcXeVkdMuBfRYd64O9pZOkQhhGiSNE2LU0pF13t7SSg1TfkllczZlMjsDYkUlOkJ8nBEV8sn6kXlevJLKy+9Yj15OtsRcjph5elc9bmXE9FtvPBxdTDbcYVobPkllfy8K40fd6SyJzUfG51GgJtDTXVLcYWevJJK3BxsubZbELdEhxAd5m3hqOvnVEEZr/92kL+PZtZUiWga+LjY8/7YHgxuX+9efo1qV0oez/20l/0nCrgs0pex0a0J9nIixMsJB1sbVu47yZIdaWxNzMHX1Z7Y56+0dMgtVkJmES8s3cfG+Gy6BXvw+o1d6R7iWfN6VlE5v+w+wZIdaexNy8fX1Z75U/rRIVAqlqDqXJ8wayvujnZ8fXcM7fxcL7jujuRc7pq1DU8XOxZM6Udrb+dGjFSIiyup0PPod7v4/cCpmmXO9jZUGoxUGhQ6DTq3cufFkV3o00T/xgohhKVIQqkF+n57Mq/9epDCcj0jOgfw0LBIuoV41GkfReV60nJLSc0tobTSYJK4Kg1GTuaXVe+3lLS8qv2XVRoBcLTTcVtMG+4Z3JaAJlbRIMSZcoormLk+ga83J1FUrqdLK3du6hXCDVGt8HP7J2lqNCq2JGazZEcaK/aepLjCwDVdA/nvyM5NqvJlzeEMHl+0m9IKA9d3D6JvWx/6hntTVmngwQU7OXyqkHsGt+WJER2ws9FdeocWoJTig9VH+HRNPP5uDvz3+i5c2y3wgkPbPvnzKB+sPsLBV67Gyb55VJc1FUopFsWm8OKy/djZ6Hjqqg7c1rfNRZtH703NZ8rX26nQG5k/pR+dW7k3YsTWJy4pl4mzt+HlYs+CqX0J8bp0gmhPah63zdjK0I7+/G98z0aIUohLyygo4+55sew7kc8TIzowuL0fwZ5OeDrbUa43siM5l60JOUz/+xhjeofw2uhulg5ZCCGaFEkotSBGo+LtVYeYvi6BgRE+PH9dZzoFWfdFs1KKnOIKjmeXMH9rEkt3ncBGpzGuT2vu7N+GCH95kiyajvySSj5fG883W5IorTRwbbcg7hvcjq7Bl07ollTombPxOJ/8eRQbncZ/rmjPxIFhVpuAAajQG3l31SFmrE+kY6Abn97W85yf2bJKA6/+eoD5W5OJCfNm7uQ+ONtb37DX6euO8eaKQ4zpHcKLIzvjdonhEd9tS+aZJXvZ9MywJjEEqLTCwF+HMijXGwjxcibYy4kANwdsrfj8Op/Cskr+76d9/LL7BAPa+fDhrT1q/QDieFYx42dsoaTCwLd3963zg5bm4vQQNn93RxZM7Vun5PWEWVspLNPz8wMDzRihELVzKL2AyXO2k1daySfjenJF54ALrnvtx+sJcHdgzqSYRoxQCCGavoYmlKzvql+cV2mFgccW7WLFvnTu6BfKSyO7NIkbBU3T8HF1wMfVgd5tvHhkeCRfrD3Ggq3JfL05ie4hHtzcK4SRUa2k94WwWkopluxI443lB8ktqeCGqFY8OCyiTglRZ3tbHhgawQ1RrXhx2X5eX36QXSl5fHZ7LzNGXn96g5HJc7ezIT6LCf3a8Nx1nc7bB8rRzobXb+xGnzBvHlu0i/vn72DGndFWlShbHJfKmysOcX33IN65uTu6WkyT7lX9+yinuMJqE0pGo2JrYg5LdqSyvLoC7kz2tjoeHhbBfUMimsTU8AdOFHDvt3Gk5ZXyxIj2dY47zNeFRff0Z9xXW7ht5hYWTu1Xq2Rvc3I8q5gp82IJ8HBk4dR+da4G9nNzICGz+NIrNhEGo6qqms4rITW3lBN5pVTojTWv29no6NHak95hXtKDx8psP57DpDnbcXGwYdE9/S/5sxzs5URydkkjRSeEEOI0SSg1Afklldw5Zxt7UvN4/rpO3D0ovMnOQNTGx4W3bu7OYyPas2xXVe+L0zfXt0a35t4h7Qi20ps30TIdPVXI8z/vY2tiDj1DPfn67hi6tKr/TWprb2dm3RXNcz/v48e4VCr0xrMaDVuLT/6KZ0N8Fq/f2JXb+7a55PqjewZTUmHg/37ay9OL9/DeLVG1StyY21+HTvH0j3sYFOHL+2NrH9PpBHduSYU5w6s3o1Hx4MIdLN+bjquDLdd1D+LGniH4uzuQVj3keN3hTN77/QibE7L5cGwPq26evru634+zvS3fTetX7z4orb2d+f6eftz8xSZe+eUAi+7tb+JIrVdhWSVTv45F02DuxJh6DS33c3Mgs6gcpVSTvc447e8jmfx36T6O/yvJYGfzz/vSGxVKUdOD56aeIUweFN7YoYp/2Xwsm8lztxPk6cj8KbWrsgv2dGLzsexmce4KIURTIgklK6c3GHlw4Q4OnMjnyzt6c1WXQEuHZBL+bo5MuawtUy5ry8GTBXy9+TjfbU/mu+3J3NwrhEkDw2kf4CoXBcKi1h7O4J5v4nC0s+HNm7pxa3RrkyRJNE3jsghfFmxNZv+JfHqGepkgWtPZFJ/F//46yk29gmuVTDrttr6hZBWV88HqI/i5OfDstZ3MGOWl7UvL5/75O+gc5M6XE3rjYFv7XkjeZ1QoWaOP/zzK8r3pPHpFJPdc3u6sPk+nmy+P69OaH2JT+e+yfVzz8XreHxvFkA7+lgr5gk73+/F0sWPh1H616vdzMSFeztxzeTte+fUAO5Nzre7nyxyMRsV/vt9FQlYx30yOIdSnfl9DP1cHKvRGCkr1eDg3zYqd9PwyXv3tAL/tOUm4rwtv3NiNMB9nQrycCfRwPCuBX1phYGdKVQ+eX3af4N1VhyWhZGEbjmYx5evttPZyZv7Uvvi71S4xGuLlRFG5vkmfu0II0RRJQsnKvbXiEOuPZvHWTd2aTTLp3zoFufPmTd15cFgk09cd47vtKXy3PQUfF3tiwr3pG+7N8E4BMuuMaFR/HjzFfd/uIMLflXmTY85qtm0KvdpU3eTGJVnXDW9mYTmPfL+Ltr4uvDqqa523f2hYBFlF5Uz/O4EQLycm9A8zfZC1oJTipWX7cXO0Y86kPrg61O3Pnbez9SaUVuw9ycd/HmVM7xAeGR55wcS7pmmM7dOaXm08eXDBTibN3c47N3fnlujWjRzxhZ3u9+Pn5sACE05ZP7ZPaz764wgz1ifw+e29TbJPa/b+6sP8cTCDl2/owoAI33rv53QVW2ZRWZO8KV994BT/+X4XFQYjj13ZnmmXtz3vUN3TnOxtGNDOlwHtfHG0s+HtlYcoqdBbZR+4fyssq2RXSh4FpfqaZTqt6nsY4uWEn6uDVVSJ1sW6I5lM+zqWcF8X5k/pW6eZgU//7kjLK22S565oPjRNY/Dgwaxdu7ZRjjdkyBDWrVuHJfsiW0MMwnKs/y9mC/ZjXCozNyRyV/82jIsJtXQ4Zhfs6cQro7ry4NAI1hzOYGtCDlsTc1ixL52XfjlATLg3Y3qFcE23wEs21LWkjIIyft1zkuScEtLySknLLaXCYKSVpxPBnlXTk98Q1UoSZFZs1f50Hlywg05B7nw9OQZPZ9P39wqovujfkZxr8n3Xl9GoeGzRLgpKK/l6cgwudUzCQNWF1Isju3A8u4S3Vx7mqq6BtX7CbEq/HzhFbFIub9zYDd863JSc5u5kh06DXCtLKB08WcBji3bTM9ST12/sWqsqzgh/N366fyDTvonlqR/3YDAqq/ibEpeUw12ztxFYz34/F+PqYMvt/dowfd0xkrKLaePjYrJ9W5sVe0/y2ZpjNZNdNIRf9c9KRmF5k5s0Y0tCNg8s2EGnQDc+Gd+zzt9zn+qqxOyiCpy9rfPy+ODJApbsSGVrYg770vIxXuTezd5GR/tAV6YMasv13YOsvu9mfEYR930bRzs/V+ZP6VvTx662gs9IKLX0WR6F6Z3+W9tSEyYTJ05k3rx5JCYmEhYWZulwhJWxzr+Ygp3JuTz70176t/Xh+es7WzqcRuXv7sitfUK5tU/VDU9SdjG/7D7BjzvSeOrHPfx32T7Gx4Ry7+B2Jr0BaagTeaVMX3eMhdtTqNAbcba3IcSrKonkYGtDWl4p+9Lyq2a9yyrm3VuiLB2yOI8Ve0/y0MKddA32YN7kGDyczJe87N3Giy0J1tPzYcb6BNYfzeKNG7s1aAZJG53Gyzd0YcSH63hn5WHea+RzXW8w8s7KQ7Tzc2FsdEi99mGj0/B0tifHinoo5RZXMPXrWDyc7Jh+R92G8DnZ2zDjzmju/TaOZ5bspdKomNCvYcmHhjh6qpDJc2MJcHfku2n9zJJ0nDggjJnrE5i9IZGX61Ft1xQkZ5fw1OI9RLX25JVRtUswXszpSszMwnJThNdoDpwoYOq8WEK9nZk7KabOyQgAH9fqhFJxhdU98FFKMWfjcd5ccRBN0+jR2pMHhkYQE+591nWQ3qA4VVBGam4JqXmlrD2UyaPf7+KjP47wwNAIRvcMtqoJE04rqzTw4IIdONrZMHtin3p9/4K9qhNKudKYW1jWwYMHcXa2rt8hQpiTJJSsUEmFnvvn7yDA3YHPb+9llX/8G1MbHxceHBbJA0Mj2JWSx7dbqmaIm78lmVv7tOa+Ie0sOgtTud7AG78dZMG2ZJSCm3uFcM/gtoT7upz34v7GzzdyIr/UApGKS9lwNIuHv9tJVGtP5k7qY/ZKuN5tvFi66wRpeaUN7hvTUIfTC3n/9yNc3SWQ8TENHxIV7uvC5EHhTF+XwB392tCjtWfDg6ylRbGpHMss5qsJvRv0VN7L2Y7c4koTRtYw0/9O4EReKT/dP7BeDbYd7WyYPqE3D8zfwQs/70NvMDJpYOP3izmRV8qds7dhb6vj68kxZqtgC3B3ZFSPYBbFpvLoFe3rdZNqzSr0Rh5auAM0+HR8T5M09/d3b3oJpZScEu6asw1XR1u+nly/ZBKc2TfNut57TnEFT/6wmz8PZXBFpwDeHdP9ou/xzOqcp6/qyO8HTvG/v47y5OI9zNt8nFl39bGqh3EAr/56gEPphcyZ1IdAj/rF5uNij4OtjrQ8ub4SltWxY0dLhyBEo2rZmQorNXtDIifzy/hgbI9mdwHcEJqm0TPUi/fHRrHm8SHc3DuY77YnM/qzjVQajJfegRmUVRq495s45m1O4pbo1qx9cghvj+lOW78LNxQP8nDkZH5ZI0cqLmVvaj73fBNLOz9XZk80fzIJqhJKUNVHyZIq9EYeW7QLN0fbWg+jqo2HhkXi5+bAi8v2Y7zY2AwTKqnQ8+EfR4hu48WVnQMatC9vF3ur6aFUVK5n/tYkrukaRFQDknMOtjZ8fntvruoSwMu/HGDG3wmmC7IWcosruHP2NorK9MybFGP2SpBpl7eltNLAt1uSzHocS3hn5SF2p+bz7pjuJvs6ujnY4mCrazIJpcKySu6cvY0KvZF5k2Ma9HDp9NDYrCLr+JmHqr9L1368nvVHs3hpZGdm3Nm7TteFOp3G1V0D+fWhQXx2Wy8SM4sZ/dlGDpwoMGPUdfPrnhPM35rMPYPbMrQBkwZomkawpxMn8uT6SliWpmkMGTLkrGWFhYW8+uqrdO3aFXd3d9zc3GjXrh233norcXFxZ607d+5cbr75Ztq2bYuTkxPu7u4MHDiQb7/99qLHLS8v5/nnnyc8PBwHBwfatWvHyy+/TEXF+X+nHTp0iIkTJ9K6dWvs7e0JCAjgtttu4/Dhw+e8n3nz5gEQHl4107imaecd+qbX63njjTeIjIzEwcGB1q1b8/TTT18wBtE81LpCSdM0GyAWSFNKXa9p2jDgPcAeiAPuVkrptao7kY+Ba4ESYKJSakf1Pu4Cnq/e5WtKqXmmeyvNQ3ZROV+uS2BE54B6T5vcEoT6OPPmTd0ZGOHLgwt2sislr9G/XqUVBqZ9E8uG+CzevKkb42vZkyTA3ZG1hzOtZpiTgMSsYibO2Yans73Zh7mdqUOAGy72NuxIymVUj+BGOeb5fLomnv0nCpg+oXedmqBeiquDLU9f3ZEnftjNkp1pjOldv+FndTFzfSKZheV8eUfvBv98eTnbk5xjHcMnvt+eQmGZnimXNbyiyN5Wx6e39eLR73bx+vKDVBqN3D8kwgRRXlxhWSWT520nOaeEryfHNEqfk/YBbgzp4Me8zcdxtKsaepyaW0L2vxKFge6O1ZNA+NAx0M3qmxn/ceBUTY/Fq7sGmWy/mqbh5+ZARhNJKH257hiJWcV8P60f7QMa1vPp9JA3a0ki70zO5c7Z23B3tGPJ/QPoGuxR731pmsZ13YOqKkfnbueWLzfx6W29GNrRsrM+JmUX8+yPe+kZ6skTIzo0eH/BXk6kSoWSsDJKKa6++mo2bdpE//79mTJlCra2tqSmprJmzRouu+wyevf+Z/KI++67jy5dunD55ZcTFBREdnY2y5cvZ8KECRw+fJhXX331vMcZO3Ys27dvZ8yYMdjZ2bF06VJeeuklYmNjWbZs2VnXRCtXruSmm26isrKSkSNHEhERQWpqKkuWLOG3335jzZo19OrVC4AXX3yRn3/+md27d/PII4/g6ekJUPPvmW677TbWr1/PNddcg7u7O8uXL+edd94hIyODOXPmmO6LKqxKXYa8PQIcBNw1TdMB84DhSqkjmqa9AtwFzAKuASKrP/oCXwB9NU3zBl4EogEFxGmatkwpZT0daa3A//6Kp7TSwFNXS7lkbVwW6YdOg/VHMhs1oVRSoefuubFsScyu86xJQR6OlFQYKCzX427FzcVbioyCMu6cvRUFfHN3TKMOBbC10dEj1JNYC1Yo7UnN47M18dzUM9gsM0ne1DOYb7ck8fbKQ1zVJcCslV8ZBWVMX3eMq7sE1lR/NYS3iz27UvIaHlgD6Q1GZm9IJCbM22QzAtrZ6Ph4XA9sdBrvrDxMpV7xyBWRJtn3+eSXVnLX7G3sS8vn09t60a+tj9mO9W/3Dm7HuK+28Pryg7g52BLs5YSvqwNn5hv3pOazYl86AO6OtjXJpb5tvekc5G5VDY3T88t4YvFuurRy59lrO5l8//5uDk2iQik9v4xZGxIZ1aMVfU1wPjnb2+JopyO7yPLvPfZ4DhPnbMfH1Z4FU/vVNJxuqM6t3Pn5gYHcPW87d8/bzvtjo7ixp/kT/edTrjfw4IKdaBr8b3xPk7R3CPZ04uDBDBNEJ4Tp7Nu3j02bNjF69Gh++umns14zGo3k5+efs367du3OWlZRUcE111zDW2+9xb333ktw8LkPIQ8ePMj+/fvx8qq6Tnj99dcZOnQov/76K99++y0TJkwAIDc3l/Hjx+Ps7Mzff/9N587/9Ordt28f/fr1Y8qUKezYsQOAl156iePHj7N7924effTRizblPnbsGPv378fb27smhqioKL7++mvefPNNAgOb54zlLV2tfntrmhYCXAfMrF7kA1QopY5U/381cHP156OAr1WVLYCnpmlBwFXAaqVUTnUSaTVwtYneR7NwPKuYb7ckMTa6NRH+rpYOp0nwcLKjR2tP1sdnNdoxDUbFPd/EsTUxmw/GRtV5Cu7TCYtTMuzN4grKKrlrznayiyqYM7EPbf0a/+eud6gXB08WUFyuv/TKJlZWaeCxRbvxc3XgxRu6mOUYuuoG3VlF5by4bL9ZjnHay78eoNKoePoa0yTkvVzsyS2psPisLsv3pZOWV8rUy9uadL+2Njo+vLUHN/UM5sM/jvD6bwfMMjQxr6SCO2ZuZf+JfD67vRdXd23cC8p+bX3Y+Mwwdr84gr0vX8XKRy/n2yl9+ebufz42PjOMDU8P5YOxUVzbLYhjmcW8vvwgN3y6kd6v/cHcjYkYGmnY5sUopXj6xz2UVxr53/ieONrVvjF7bfk1kYTSh6uPYDRiksqW03xcHM6pXmtsWxOyuXP2NvzdHPh+Wn+TJZNOC/RwZNE9/enX1ocnftjDmkOWScC8veIwe9PyefeWKJP1EGzl6URWUTlllQaT7E8IU3JyOvdnWafT1SSATvt3MgnA3t6eBx54AL1ez59//nne/b/wwgtn7cvR0ZE333wTgNmzZ9cs//rrr8nLy+Pll18+K5kE0LVrV6ZOncrOnTs5cOBA7d9ctbfffrsmmQTg4uLC7bffjtFoJDY2ts77E01DbSuUPgKeAk7XE2cBtpqmRSulYoExwOm76mAg5YxtU6uXXWj5OTRNmwZMAwgNtfzUxo3l3d8PY2ej4z9mfErcHA2K9OPTv46SX1KJh7P5K34+XxNfMxNWfZ7sBXlU/UE5mV9GZANL9EX9lVUamPZ1LEdPFTJ7Yp8G9aVpiF5tvDAq2J2Sx4AI30Y7rlKKZ37cQ3xGEV+beZhfVGtPHh4Wycd/HmVAO1+zDH1bcyiD3/ac5PEr2xPua5op4n1c7Kk0KItWEyql+OrvY7T1c2G4GYan2Og03r0lChcHW2asTyQlp5QPb+2Bk71pEhU5xVXJpPiMIr68ozfDOzWsr1V91eamPMTLmRAvZ27qVXV+ZhSUsTUxh0WxKbz0ywEW70jl9dHdLPa7AuC77SmsO5LJK6O6mC0B7ufmwLbEHLPs21SOnCrkh7gUJg0MN2kfLh9Xe7It2EMpJaeEiXO2E+zlxIIpfevVfL82XBxsmT6hN+NnbOH++TuYP7UvvUxU/Vgbqw+cYvbGRCYOCDNpZezpn/OT+WUm+zsgREN17tyZHj16sHDhQpKSkhg1ahSDBg0iOjoae/tze6IlJyfz9ttv8+eff5KcnExp6dnDONPS0s57nMGDB5+zbNCgQdjY2LBz586aZZs3bwZg9+7dvPTSS+dsc+RIVb3IwYMHz0k4XUp0dPQ5y1q3rkoR5ObKoKTm6pIJJU3TrgcylFJxmqYNAVBKKU3TxgEfaprmAPwOmOxxgFLqK+ArgOjoaMs/EmwEu1Py+G3PSR4eFmG2C4jm6vJIXz758yibjmVxTTfT9ZI4n60J2Xz4xxFG92hV75mwAqu/v+kFUqFkKQaj4j/f72JLQg4fj+vB5e39LBbL6SFMcUm5jZpQ+urvBH7edYInRrRvlPf/8PBItiZm88LP++jR2oMIf9MlU0sq9Dz/8z4i/V25Z/C5T/bqy8u56kIvt7jCYgmlzQnZ7Esr4M2bupmtr4+NTuOVUV0I83Xhtd8OMO6rzcy4K7rBs6/tSc3joYU7Sc8vY8Zd0Qy24M9Zffi7OzIyqhXXdw/it70neeWXA4z+fCO39w3lyREdG+UBxplSckp47dcDDIzw4Y6+bcx2HH83R3JLKqnQG00yc5w5vL3iEC4Otjw41LS9v3xc7C3alPu13w6gaVXDr819LejmaMeciTGM+XITk+duZ/G9/U36e/lCUnNLeOKH3XQNdufZa03b3iHYqyqhlJZbKgklYTVsbGz466+/eOWVV1i8eDFPP/00AG5ubtx11128+eabuLpWPSBISEggJiaG3NxcLrvsMkaMGIGHhwc2NjYcP36cefPmUV5+/grSgIBzH9jY2tri6+tLRsY/lYjZ2dkAzJgx46JxFxUV1fm9nq+vkq1tVbrBYJDKweaqNlcKA4EbNE07DnwHDNM07Vul1Gal1GVKqRjgb+D08Lc0/qlWAgipXnah5S2eUoo3lh/Ex8WeaSa8GWopolp74upga/Zhb9lF5Tz83U7a+Ljw2o3d6t3w9/S0zOky5M0ilFK8uGwfK/al88L1nS3aDBuqhm22D3AlLrnxntysOZzBWysPcV33IB4w8Q3ZhdjoND4e1xMnexsemL/TpEMSPlx9hLS8Ut64qZtJb4D/mUbccjeYM/5OwNfVnht7mvc81TSNuweF89WEaI6cKuLGzzaxbPeJeg3zUkoxc30CN3+xiUq9kQVT+za5ZNKZNE3j+u6t+PPxwUwcEMaCrckM/2AtS3akNtpwSKNR8fgPu9E0jXfGRJm1abifW9XfqOxi6xz2tiUhmz8PZXD/kAiTz4Tr7eJgsR5KG+OzWLX/FA8MjaipZDY3PzcHvp4cg61Ox52ztnEy37wNrSsNRh5euBODUfHp+F442Jp2yObpCqW0POuYTEGI07y8vPjwww9JSUnh6NGjzJw5k44dO/Lpp59y33331az3wQcfkJ2dzaxZs1i7di2ffPIJr776Ki+99BJXXXXVRY9x6tSpc5bp9XqysrJwd/9nEgwPj6oG/7t370YpdcGPu+66y0TvXjR3l7zyVko9q5QKUUqFAeOAv5RSd2ia5g9QXaH0NPBl9SbLgDu1Kv2AfKXUSWAVMELTNC9N07yAEdXLWrw1hzPYmpjDI1dE4upQlz7pAqqay/Zv58PfRzLNdnF/+mI+t6SST2/r2aDvk6OdDd4u9lKhZAFKKV759QDfbknm3sHtuHtQw2fMMoXebbzYkZRrlv41/3Yss4iHF+6kU6A7747p3qgzDQa4O/LB2CgOnyrk5V9M009pX1o+szceZ3xMa5M35j99s5pbYpmEUmJWMWsOZzKhX5hZeuWcz5WdA/jh3v4429vw8MKdXPnhOpbsSEVvMF5y20qDkbikXO6eF8trvx1kaAd/lj9yGb3bNI8ZS90c7XhxZBeWPTiIEC9nHlu0m/EztnAss+5Pcetq9sZEtiXm8N+RnU3eU+ff/KpneswosL6EklKKt1ceIsjDkUkDw0y+f19Xe7KKG79vWqXByMu/7CfU27nR/y618XFh7qQ+FJTpuXPWNvLM9PvudDJpR3Ieb9zUjTAzVBAFejii06oqlISwVhEREdx9992sW7cOV1dXli5dWvNafHw8ADfffPM5261bt+6i+z3f6xs2bMBgMNCzZ8+aZf369QNg/fr1tY7ZxqbqGkSqjMT5NORR7pOaph0E9gC/KKX+ql6+HEgA4oEZwP0ASqkc4FVge/XHK9XLWjSDUfHWikOE+TjXetp5ca7LI31JzS0lKds8T6XmbjrO2sOZvHBdJ7q0qv/UvacFujtKhVIjMxoV/126nzkbjzN5YDhPX226Rq4N1SvUi4IyvdlvTNPzy7h77nbsbXTMuCsaZ/vGT2AP6eDPfUPasXBbCjPXJzRoX0Xlep5cvAcvZ3ueudr0s115O5+uUKo0+b5rY1FsCjoNxtVzeG19dQ32YNWjl/PZbb2wt9Hx2KLdDH53Le//fpiEM87RskoDWxOy+eTPo9w+cwvdX/qdm7/YxIajWbx8QxemT+iNp7NpK0isQddgD5bcN4A3buzGwZOFXP/JBn6ITTFbEmLprjTeWH6QKzoFcIsZ+o/92+kqWmtszL01MYedyXk8MDTCLElWbxd7KvRGiisa96bp2y1JHDlVxPPXdWq05PGZugZ78NWdvUnKLuHuebGUmvj9V+iNPDB/Byv2pfP8dZ24IaqVSfd/mp2NjgB3R9Ly5PpKWI/ExEQSEs693snNzaW8vPysZt2nZ1Bbu3btWeuuWrWKmTNncjGvvvrqWX2KysrKePbZZwGYNGlSzfJJkybh6enJyy+/zLZt287Zj9FoPOf4Pj5VM2kmJydfNAbRMtXpbkIptRZYW/35k8CT51lHAQ9cYPvZwOzzvdZS/RiXypFTRXx+ey+TTJnaUg2KrBpOsf5opsmfeqXllfLe74cZ2sGPO/qZpm9FoIcklBqT0ah47ue9LNyWwj2Xt+WZazo2amXOpZye4n7TsWyzNWo/kVfK+BlbyC6qYN7kGLNXOVzMEyM6kJRdzGu/HcTH1b5eze3L9Qbu/SaOI6cKmXlXtFn62Xi5VO0z1wJD3vQGI4vjUhnW0b9mZsjGpNNpXNc9iGu6BvLHwVN8syWJz9bE87+/4ukZ6omdjY5dKXlU6I1oGnQMdOfWPq3pG+5NTLg3PtVVLs2VTqdxW99QhnX059Hvd/Lk4j1sOpbNq6O7mrTS+Me4VJ5cvJuYcG8+Gd+jUX5vnR7ylmmhoV8XM+PvBHxc7M3S2B+oOW+zi8obrWI8u6icD1cf4bJIX67sbJmm9QAD2vny0bgePLBgBw8u2MGXE3qb5Lq0XG/g/m938OehDF4a2ZmJA81bgRXs6SRD3oTZTJw48YKvff755zg7nztJwO7du7npppvo06cPnTp1olWrVmRmZrJ06VIqKytreioB3H///cyZM4dbbrmFMWPG0KpVK/bt28fKlSsZO3Ys33///QWP36lTJ7p06cKYMWOws7Nj6dKlHDt2jOuuu44JEybUrOfj48PixYu58cYb6devH8OHD6dLly5omkZKSgqbN28mOzubsrJ/7lOGDx/Ou+++y9SpU7n55ptxc3PD09OTBx98sI5fQdEcyfgqCyqtMPDB6iP0aO3JNY08jXJzE+bjTIiXE+uPZjGhf5jJ9quU4r8/70MpeHV0V5NdzAd6OLIrJc8k+xIXZzBWTbO9OC6VB4a244kRHawqmQQQ7utCx0A3Xv/tIJ7Odibv65SSU8JtM7eQV1LJ13fHNOpsPudjo9P48NYe5BZv58kfqiqMhnSo/QxmRqPi8UW72RCfxXu3RDG0DtvWhauDLXY2GjkWGPK25nAmmYXljI1u3Oqkf9PpNEZ0CWREl0DS88tYuiutprfSXf3bEBPuQ58wr2ZZiVQbgR6OzJ/Sj8/XxPPhH0fYmZzLc9d15opO/g3+PfP99mSeWbKXge18mXFntMlm3rsUHxfrHPIWn1HIn4cy+M8V7c1WxePjWnUeZxdX0MancZo6f7D6CCUVBl4c2dnif5uu7RbEK6O68sLP+3h44U5euL4zrRrw8CE+o5AXl+1nY3w2r43uarKHchcT7OXEjkbsSShalnnz5l3wtY8++ui8CaXo6GieeeYZ1q1bx8qVK8nNzcXPz4/evXvz8MMPc80119Ss2717d9asWcPzzz/Pb7/9hl6vJyoqiiVLluDp6XnRhNKiRYt49dVXmT9/PidOnCA4OJiXXnqJZ5555pzfLcOHD2fPnj289957rFq1ivXr12Nvb0+rVq0YNmzYOUPurrrqKt5//31mzJjBRx99REVFBW3atJGEkgBAa+xx4nUVHR2tYmNjLR2GWXy+Np53Vh7m+2n96NvWx9LhNHnPLtnLr7tPsOO/V5qs2mv53pPcP38Hz1/XiSmXtTXJPgE++fMoH6w+wqFXr7ZIeXtLoTcYeXLxHn7amcajV0TyyPBIi1+wX0hucQX3fBvHtsQcHr+yPQ8OizBJrEnZxdw2YytF5Xq+uTuG7iGeDQ/WRArLKrl1+hYSs4r55u4YomvRA0kpxcu/HGDupuM8c01H7jXzRAYxr//BsI7+vHVzd7Me59+mzItld2oem54ZJtWrTcS2xByeXLybpOwSOge589CwCK7qEljnBto5xRV89XcCX647xuD2fkyf0LvR/070fOV3rusexGujuzXqcS/m6cV7+HlXGpufHV7TMN/U9qTmccOnG5lxZ3SjVAul5pYw5N213NY3lFdGdTX78Wrr87XxfPD7ETQNxvRuzf1D2tHa+9wb5Qs5eLKAT/+KZ/m+kzjZ2fDSyC6M7dM4yfG3Vx5i5voEDr16DTZmbF4vhBDNhaZpcUqp6PpuLxVKFpJTXMEXa45xRSd/SSaZyGWRvizclszulLxa3ZheSkFZJS8t20+XVu5MHBDW8ADPEOhRNYQlo6CcUJ/aX6SJ2tMbjPxn0W5+2X2CJ0a058FhkZYO6aK8XOz55u4YnvlxL++vPsLx7BJeuqEzbg2Yrn5nci5Tv47FYFTMn9KXrsEN7/9lSm6Odsyd3IcxX2zmlumbubZrEA8Oi6BTkPs56+oNRtbHZ/H9thRW7k9nyqBw7rncdEneC/F2sSe7kYe8ZRSUseZwBlMvayvJpCYkJtybPx8bzNJdJ/h0TTz3zd9B+wBXHhwWyXXdgi55c5tZWM7M9Ql8syWJ0koDN/UK5s2bupl8Jqza8HdztKoeShmFZfy0M42xfULMlkyCf4a85TTSDHfT1yWgaXDfEOua4ff+IRHcENWKL9cdY9H2VBbFpjAowpe+bb3pG+5Nt2BPyvQGUnNKScsrJS23hNTcqs+Tc0rYf6IAVwdb7h/SjrsHtTXr9+zfgj2dqDQoMgvLa661hBBCmI8klCzAYFQ8vmgXpZUGnrq6o6XDaTYGtPNBp8G6I5kmSSi9s/IQWUXlzLwrGlsT39QFVvdESS8ok4SSGZyeTWbFvvRGqWIxFQdbGz4YG0WYjwsf/nGE1QfSmTQwnMkDw+vcI2j53pP85/tdBLg7MntiHyL8Xc0UdcP4uzmy9IGBzNyQwLxNSfy29yQjOgfQPeSf5FdWUQW/7jlJVlE5ns52PDg0gseubN8o1WZezvaN3kNp8Y5UDEbFrY30RF+Yjq2Njpt7hzC6ZzC/7jnBp3/F8/DCnXz0xxEeHFp1k37m3xODUbHpWBZLdqSxfO9JKg1GRka14sGhEWbrp1Ybfm4OZFhRQunrTUlUGo3cPci8SWSf6sRHVpH5f+YzCsr4PjaFm3uFEORhuZ52FxLi5cxro7vx4NBIZm1IYO3hTN5ZeRioGrZs+NespA62OoK9nAj2dOKxK9tzZ/82FhkKG+xV9bVMyyuRhJIQQjQCSShZwLurDrPmcCavju5KewteMDY3ns72DIzw5Yu1x2jt5Vzv8mqjUTFrQyLztyYzcUCYWYYIBVVf5JzMl6ltTS2joIxHv9/FpmPZJh+q2Bg0TeORKyIZ1tGf//11lI//PMqsDYnc3i+UsdGtaed38cSQUoov1yXw9spD9G7jxVcTelt9g2QvF3uevKoj0y5rx+yNiczddJzfD5yqed3ORmNoB39u7h3C0A7+2Ns2XtWOt6s9B08WNNrxlFIs2p5CTLg34WaYVls0DhudxqgewYzs3oqV+9P55M+jPLZoN88s2UuwZ9VNt5+bA5uOZXGqoBx3R1tu7h3ClEHhtL3Ez3hj8HNz4PjxYkuHAUBJhZ5vtiQxonOA2X8mHO1scLG3IbsREkozNySiNxit/oFHoIcjz13Xmeeug6yicrYn5rAnLR9PJztCvJxrkki+rvZWMaQ8pLrnU2puKb3N37JJCCFaPEkoNbKlu9L4ct0xbusbyoRGaE7Y0nx6Wy8emL+Dp37cw/HsYp4Y0aFO/Suyisp54ofdrD2cyVVdAnjyKvNMLR9QnVA6VSAzvZnS2sMZPL5oN8UVet67JcpsMwE1hm4hHnx1Z3RNL4oZfycwfV0CPVp7cnOvYAZF+tHK07FmOExqbgk/70xjyY40ErKKGRnVinfHdG9SPbo8nO34z5XteWR4JIYz+vvpNM1ivTC8G7lCaWtiDsezS3h4uHUP0RS1o9NpXNstiKu7BPLXoQy2H88hNa+U1NxSjmYU0i3YgxdHhjCso79V/az6uzmQWViOUsriSYIfYlPJL61kWiMMcYWqJLK5h7zlFlfw7ZYkRka1MvnMtObk6+rANd2CuKZbkKVDuaDTTcRP5Mn1lRBCNAZJKDWiPal5PLV4DzFh3rw0soulw2mWPJzsmDOpD/9duo/P1x4jKaeEN27shofTxYcLKaVYeySTpxfvIa+0kldHdeGOfm3MdiHt5mCLi70NJ/PlgscUyioNfLj6CNP/TqBjoBvfje9n0eEiptQpyJ3Pbu9FRkEZS3ed4McdqbywdH/N6/5uDni72HMovRCo6uNy/9AIbuoZXOdmwNZCp9PQYR2xe7nYk1daicGoGiWp9f32FNwcbLmmq/XesIm60+k0rugcwBUWnBa+LvzcHCjXGyko01/y76c56Q1GZm5IoHcbL3q3afhQ9trwcXEwe9+0OZuOU1Jh4P4hEWY9Tkvk4mCLp7MdaXkllg5FCCFaBEkoNZL8kkru+SYOX1cHPr+jV6MO2Whp7Gx0vHFjN8J8XHhzxSFWHzjFlZ0CuKlXMJe39zuryW1ydgk/7Uxjyc5UkrJLaOvnwtxJMXRudW5TYFPSNI0AD0epUGqgkgo9C7YmM/3vBDILy7mjXyjPX9fZqp70m4q/uyNTL2/L1MvbcvBkAQdOFFQ3QS3hVEE513YL4saewXWaiUdcmrezHUpBfmml2RvLFpfrWbkvndE9gxttinghzsfPrWqYbGZhuUUTSqv2nyIlp5Tnru3caMf0cbE368OewrJK5m5MZETnADoENo8HH9Ym2NOJtFxpKSCEEI1BEkqN5K2VB8koLOfn+wfia+X9TJoDTdO4Z3A7BkX68kNsKst2n+C3vVXT1zrYVSWUTt8kahr0b+vDQ9Uz8TTWjVyQh6NUKNVTUbmebzYnMXN9AtnFFQxo58P/xvekXwuZMbFTkPt5Z0ITpudVnUTKKa4we0Jp9YFTlFYauLFnsFmPI8SlnJlQslRDf6UUX/19jDAfZ65sxMouH1d79p3IN9v+529NpqBMz4PDpDrJXFp5OpGUbR09wIQQormThFIj2JaYw8JtKUy7vC3dQqxr2u7mrksrD7rc4MFz13Vi3eFMNh7LwnjGzCSBHk7c0KMVwZ6NP8NKgLsjW45lN/pxm7KCskrmbTzOrI2J5JVUMri9Hw8Pj2i0oRCi5TmdRMotMX8fpZ93pRHs6UR0Gy+zH0uIi/GvTihlFFruocf247nsTs3n1dFdG7WHmo+rAznFFWbpH1WhNzJ7QyIDI3zMMuGHqBLs6cSm+Cyr6AEmhBDNnSSUzKxcb+D/fqqa1eXRK6TJqqXY2eisrn9FkIcjpwrLG603S1MWn1HID3GpLNiaTGGZnis6+fPgsEh6tPa0dGiimfNy/qdCyZyyispZfzSLaZe3bbK9r0Tz4edaNXFEZqF5m1NfzFd/J+DtYs+YXo07uYKPiz2VBmWW/lHLdp8go7Ccd2+JMul+xdlCvJworjBQUKrHw9lyQzaFEKIlkISSmU1fl0B8RhFzJvbB2V6+3OIfge6OGIyK7KJy/N0dLR2OSZRVViVQvZzt6RvuTZ8w75ohQ7WllCKvpJLU3FLiknJYsjONPan52Og0ruwUwIPDIugaLJV+onF4uzROQum3PScxGBWje8hwN2F57k622NvqyCyyTELpWGYRfxw8xSPDIxu9n5iP6z8/86ZMKCmlmPF3Ah0C3Lg80tdk+xXnOl11/sySPbQPcCPYy4m2vi50C/GomRlVCCGEaUiGw4wSMov4dE0813UPYmhHf0uHI6xMoEfVBc/J/LJmk1A6PW29vY2OWRsSAYjwd6WNtzMhXk4Eeznh5WxfU4KulCKrqIK0vBLSckurm0yXUlJhqNlnl1buvHB9Z26IalXT10OIxtJYCaWfd6XRMdBNmvQKq6BpGn6uDmQWWCahNHN9Ag62Oib0b9Pox/Z2qfo7k11UTrivi8n2+/fRLA6fKuS9W6JkGJaZRYd507+tDzuT81i5Px1V3enAwVZHz1BPYsJ96NrKnWAvJ0I8nXF3spXviRBC1JMklMykrNLAk4v34GCr48WRjTc7iWg6AquTSOkFZTSH4nejUTFjfQJdg9358b4B7EnNZ2tCNrtS8knNLWHb8RwKy/Tn3dbT2Y5gTyfa+rlwWaRf1UWelxMR/q6087NMQ1ghABztbHC2tyHXjAmlpOxidibn8fTVHc12DCHqys/NwSIVSpmF5fy4I40xvUMsMomJT3USOavItD/zX/19jAB3B26IamXS/Ypz+bk5sHBaP6Cqb9XJ/FIOpReyLTGHbYk5fPrXUc5op4mbgy3BXk4Ee1Y9+ApwdzyrFYGzvQ2tPJwI8a5ax81RhtEJIcRptU4oaZpmA8QCaUqp6zVNGw68C+iAImCiUipe07SJ1cvTqjf9VCk1s3ofdwHPVy9/TSk1zzRvw7oYjIpHv9tFXFIu/xvfE3+35lF9Ikwr0KM6odRMZnpbcziDY5nFfDyuBw62NvQJqxrydqaCskrySyrPWublYo+rg+S2hfXycrYnx4xNuZfuOgHADT3kRlNYD383B5JzShr9uJ/8eRS9wciUQeGNfmw4e8ibqexLy2djfDbPXNMRe1udyfYrLs3eVkcbHxfa+LhwVZdAAArLKjmeVUJqbglpeVXV0VUfJWxLzKGw/PwPv07zcLKrST6FeDlxW0wokQFSXSqEaJnqchf3CHAQOD1X9RfAKKXUQU3T7qcqUTSx+rXvlVIPnrmxpmnewItANKCAOE3TlimlchsQv9VRSvHC0n2s3J/Of6/vzEh5EiUuwMfFHjsbjfSC5pFQmv53AsGeTlzbLeiC67g72uEuT/ZEE+PtYm+2CiWlFD/vSiMm3Nsis00KcSF+bg7EJjXuJdrBkwXM35rEHf3a0NZC1amnh7lmm7A6a+b6BFzsbRgfE2qyfYr6c3O0o1uIxwVnXi6rNNQMkwMoLK88a1h+WnXyKSm7mE3xWVzZOUASSkKIFqtWCSVN00KA64DXgceqFyv+SS55ACcusZurgNVKqZzqfa4GrgYWXmyjhMxi4jMKifBvGr+oP/7zKAu2JnPfkHZMttDTNdE06HQa/m6OzaJCaVdKHtsSc3j+uk7Y2cjTV9G8eLnYk/OvyjpT2ZdWQEJmMVMGtTXL/oWoLz83B3KKK6g0GBvl97pSipd/2Y+7kx2PXdne7Me7EAdbG9wcbck2URI5JaeEX/acZOKAMJPPGifMw9Hu7MbdTvY2+Ls50jPU65x1lVJnJZ+EEKKlqe0VwkfAU4DxjGVTgOWapqUCE4C3znjtZk3T9miatljTtNbVy4KBlDPWSa1edg5N06ZpmharaVpsSYWeaz5ezzsrD1F6RqNea5NRUMZLy/bz0R9HuaV3CE9d1cHSIYkmINCjeSSUZqxPwM3RlnHy9FU0Q97OdmarUPohLgV7Gx3Xdgs0y/6FqK/Tw/WzTdxL6EKW701nS0IOj4/ogKdz3WYHNTUfF3uTJJROJ8nsbXTcLQ8ZmyVN09DppKG3EKLlumRCSdO064EMpVTcv176D3CtUioEmAN8UL38FyBMKdUdWA3UuU+SUuorpVS0Uiq6Y5A7N0QF8/naY1z2zhr+8/0uvtuWTGJWMcoKHgmcyCvlxaX7GPTOGr7ZksRtfUN586ZuMluEqJVAD8cmP+QtJaeEFXtPcnvfNtILSTRLXmYa8lZQVsmPcalcHxVk8RtoIf7t9KyaGYXm/xtVWmHgjeUH6Rjoxm1W8GDCx9WBnOKGD3lbuS+dPw5m8J8rI2klQ1qFEEI0Q7W5+xsI3KBp2rWAI+CuadpvQEel1Nbqdb4HVgIopbLP2HYm8E7152nAkDNeCwHWXjJAncb7Y6MYGx3CvM3HWX80k592VvX79ndzICbcm77h3sSE+9Q0UjS1gtLKmqZ9af8aP51eUIZO0xjTO4T7h0QQ6uNslhhE8xTo7shfBzNQSjXJJKTBqPjkz6PY6DQmDgizdDhCmIW3sz2F5Xoq9EaTNtRdHJtKcYWBSQOkckFYn9MJpcxC88/0Nv3vY6TllfLdtH5nza5lKd4u9qQ0sCF5QVklLy7bT+cgdyYPlJ9xIYQQzdMlE0pKqWeBZwE0TRsCPAGMBtI1TWuvlDoCXElVw240TQtSSp2s3vyG08uBVcAbmqadHoA84vR+a6NvWx/6tvVBKcWxzGK2JmazNSGHrYnZ/Lrn5KV3YCI2Oo1Ad0eCvZzo19aHNj4u3Nw7mBAvSSSJugvycKS00kBBqR4P56bVW2FfWj7P/byP3Sl5TBwQVjNrnRDNjVd1k97ckgoC3E1znhuNinmbj9O7jdcFG8MKYUlB1b/Tv9ueQky4t9mmSt+ZnMsXa49xXfcg+rX1Mcsx6srX1Z6dyXkN2se7Kw+TVVTOjDujsZXegkIIIZqpeo1PUUrpNU2bCvyoaZoRyAUmV7/8sKZpNwB6IIfqmd+UUjmapr0KbK9e75XTDbrrQtM0IvxdifB35fa+bVBKkZxTQuzxXEoqLj7NZ30529sS4lU1PWigu6NcGAiTOX1zml5Qhk5HTfXbP1VwpQAEezlVTVHr6USId9W/5rq4v5j80qqZTr7fnsw3W5LwdrHno1t7MEqmOxfN2OlZn3KKTZdQWnskg6TsEp4YIf32hHUKcHfk6as78u6qQ1z/vw38b3xPuod4mvQY8RmFTJq7nUAPR14a2cWk+24Ibxd7cksqMBpVvfrj7EjO5dutSdzVP4yo1p6mD1AIIYSwEnVKKCml1lI9TE0p9RPw03nWqaloOs9rs4HZdQ3yYjRNo42PC218XEy5WyEaxeknwKM/20hp5dlN5+1tdQR7OqEBqw+eokJvPOt1d0dbQn2c6RXqRd9wH2LCvWuGKNSHUoqc4opzhnem5pbU/L+wvCppq2kwoV8bHh/RQWatEc3e6YSSKfsozdl4nAB3B67uKs24hfW6b0g7osO8eHjhTm7+YhNPX92RyQPDTdKE+GR+KXfO2oatTsfXk2Ma9PfL1HxcHDAYFfmllTUVirVVWmHg2R/3EuDmyOMjLDdbnRBCCNEYpIOuEBbUNdiDW6NbY2erEeLlXFWF5OVEiKcTvq4ONRftRqMiq7j8jCRPVYInIauIH2JT+XpzEgAhXk609nKuqWhyc/znR9xgVJwqKCctrypBlF1UgeKfxvYFpfpzklpuDrZV8Xg50TfcuypGLyc6BbkT7itJXNEy1FQolZgmoRSfUcj6o1k8MaJ9o0zHLkRD9AnzZsUjl/Hk4j289ttBftlzktdHd6VrcP2HauaXVHLX7G0UlOn5blo/q3soeLonZ3ZxRZ0SSkopnvpxD0cyCpk9sY9FKomFEEKIxiQJJSEsyNHOhrfHdL/kejqdhr+bI/5ujvQM9TrrtUqDkX1p+WxNzOHAiQLS8kpZfzSTjMJy/j0RopOdTU2CqHOQ+1nNT10cqod2ejrVJI6k+kgI8HI2bYXSvE1J2NvqGG8Fs1kJURuezvZ8NaE3S3ed4LXfDnDDpxu4s38Yj41oj3sdkiYGo+LXPSf4+I+jpOaWMndSnwYlpszFx6WqWiq7qJwIf9dab/fFumP8svsET17VgaEd/M0VnhBCCGE1JKEkRBNnZ6OjZ6jXOYmmcr2B8jOGyWmAq4Ntk5xNTghL8qxumJ9TXNngfeWXVPLjjlRGRbXCx9V6hvgIcSmapjG6ZzBDO/rz3qrDzNt8nAXbkunR2pO+4d70DfchwP3C5/SulDw+X3uMxKxi2ge4MmtiNAMifBvxHdTe6QqlnDokkf88eIp3Vx1mZFQr7h/SzlyhCSGEEFZFEkpCNFMOtjY42NpYOgwhmjw7Gx3ujrbkmmDI2yu/HqBcb+Tuy2QacdE0eTjZ8erortzapzVLd6WxNTGHz9bE87+/4i+5bacgd768oxcjOgeapA+TufhUD3PLqmVCKT6jkEe+20WXVu68c3N3eXAjhBCixZCEkhBCCHEJ3i72pOaWNGgfv+9P58cdqTw0LIKOge4mikwIy+ga7FEzXK2wrJKdyXkUlF24is/bxZ7+bX2aRLLldN+knKJLJ5T+PHiKJ37YjaOdjq8mRONkLw9yhBBCtBySUBJCCCEu4YpOAczckMjPO9MY3TO4ztvnFFfwfz/tpXOQOw8NizRDhEJYjpujHZe397N0GCZjZ6PDw8mOQ+kF5JVU4Ol8bmPucr2Bt1ccZvbGRDoHufPpbT1p5elkgWiFEEIIy5GEkhBCCHEJT13dkT1p+Tz94x7a+rnQPcSz1tsqpXj+573kl1by7ZS+2NvKzG5CWLsOAW6s2JfOyv3pdAhwo0+YN+5O/1w2rzuSyb60AiYOCOPZazvKEHMhhBAtkqb+PQ2UlYmOjlaxsbGWDkMIIUQLl11Uzg2fbsRgVCx7cCD+7o612m7Z7hM8vHAnT13dgfuHRJg5SiGEKZTrDexOyWdrQjZbE3PYmZx71kQX3i72vDa6KyO6BFowSiGEEKJhNE2LU0pF13t7SSgJIYQQtXPgRAE3f7GJjkFuzJ/SF2f7Cxf6puSU8PnaYyyOS6FrsAeL7x2AjRU3IhZCCCGEEC1LQxNKMuRNCCGEqKXOrdz5YGwU983fQczrf3Jtt0Bu6hVCTJg3lUYjJ/LKSM0tYdmuE/y0Mw2dpnFrn9Y8ekV7SSYJIYQQQohmRSqUhBBCiDqKS8rh++0pLN+bTlG5HlcHW4rK9TWvO9jquK1vKPdc3o5Aj9oNjRNCCCGEEKIxyZA3IYQQwkJKKwz8fiCd7cdz8HN1JNjLiRAvJzoEuNVMPS6EEEIIIYQ1kiFvQgghhIU42dswqkcwo3oEWzoUIYQQQgghGpXMXSyEEEIIIYQQQggh6sTqh7xpmlYIHLZ0HEKYmS+QZekghDAzOc9FSyDnuWgJ5DwXLYGc56Il6KCUcqvvxk1hyNvhhozpE6Ip0DQtVs5z0dzJeS5aAjnPRUsg57loCeQ8Fy2BpmkNalgtQ96EEEIIIYQQQgghRJ1IQkkIIYQQQgghhBBC1ElTSCh9ZekAhGgEcp6LlkDOc9ESyHkuWgI5z0VLIOe5aAkadJ5bfVNuIYQQQgghhBBCCGFdmkKFkhBCCCGEEEIIIYSwIpJQEkIIIYQQQgghhBB1IgklIYQQQgghhBBCCFEnklASQgghhBBCCCGEEHUiCSUhhBBCCCGEEEIIUSeSUBJCCCGEEEIIIYQQdWJr6QAuxdfXV4WFhVk6DCGEEEIIIYQQQohmIy4uLksp5Vff7a0+oRQWFkZsbKylwxBCCCGEEEIIIYRoNjRNS2rI9lafUBJCCCGEaSVkFhF7PJfknBKSc0pIyyslwN2BrsEedKv+8HS2t3SYQgghhBDCiklCSQghhGgh4pJy+XLdMVYfOAWAjU6jlacjrTyc2JdWwPK96TXL77m8LY9cEYmDrY0lQxZCCCGEEFZKEkpCCCFEM7cnNY/Xfj3ItuM5eDrb8fDwSG7qGUyIlxO2Nv/Mz5FfUsm+E/ks2ZHG52urEk/v3hJFj9aelgteCCGEEEJYJU0pZekYLio6OlpJDyUhhBCi7oxGxYz1Cby76jA+rvbcc3k7bu3TGheHSz9PWnM4g2d/3EtGYRn3DWnHY1d2wEanNULUQgghhBCiMWiaFqeUiq7v9rpLrwKapnlqmrZY07RDmqYd1DSt/xmvPa5pmtI0zbf6/5qmaZ9omhavadoeTdN6nbHuXZqmHa3+uKu+QQshhBDi4jILy5k4dztvrjjElZ0D+P3RwUweFF6rZBLA0A7+/P7Y5dzcK4TP1hzjvm/jKKnQmzlqIYQQwrpomoamaeh0Oo4dO3bB9YYOHVqz7ty5cxsvQCEsqFYJJeBjYKVSqiMQBRwE0DStNTACSD5j3WuAyOqPacAX1et6Ay8CfYEY4EVN07xM8B6EEEIIcYb4jCKu+Xg9WxOyef3Grnx+ey88nO3qvB93RzvevSWKl0Z25o+Dpxj31RYyCsvMELEQQghhvWxtbVFKMWvWrPO+fvToUdauXYutrXSUES3LJRNKmqZ5AJcDswCUUhVKqbzqlz8EngLOHDc3CvhaVdkCeGqaFgRcBaxWSuUopXKB1cDVJnsnQgghhCC3uIK7521HKcXSBwdye982aFrDhqpNHBjOVxOiOXqqiBs/28TRU4UmilYIIYSwfgEBAURHRzNnzhz0+nOrdWfOnAnAyJEjGzs0ISyqNhVK4UAmMEfTtJ2aps3UNM1F07RRQJpSave/1g8GUs74f2r1sgstP4emadM0TYvVNC02MzOztu9FCCGEaNEq9Ebumx/HybwyvrqzNx0D3U227ys6B/DDvf2pMBiZ+nWsDH8TQgjRokydOpX09HR+/fXXs5ZXVlYyd+5cBgwYQOfOnc+7bVxcHI888ghRUVF4e3vj6OhIZGQkjz/+OLm5ueesP3fu3JqhcytXrmTIkCF4eHigaRq5ubk4OzvTrl07LtQPeeTIkWiahvQiFuZWm4SSLdAL+EIp1RMoBl4C/g/4rzmCUkp9pZSKVkpF+/n5meMQQgghRLOilOLFZfvYkpDD22O60buNt8mP0TXYg/+N70lSTglvLj9k8v0LIYQQ1mr8+PG4uLjUVCOdtmzZMjIyMpg6deoFt50xYwbfffcdHTp0YNKkSdx3330EBQXxwQcfMHDgQAoLz1/5u3jxYq6//nrc3Ny49957ufXWW/Hy8mLcuHEkJCTwxx9/nLNNSkoKK1asoHfv3kRH17vXshC1UpuEUiqQqpTaWv3/xVQlmMKB3ZqmHQdCgB2apgUCaUDrM7YPqV52oeVCCCGEaKBZGxJZuC2FB4a248aeIWY7Tr+2Ptw9MJxvtiSx7ohUEQshhGgZ3NzcGDduHCtXriQ1NbVm+YwZM3B3d2fs2LEX3PbZZ5/lxIkTLFq0iPfff58PP/yQv//+m5kzZ3Lw4EE+//zz8263fPlyfv31V3755RfefvttvvvuOwDuv/9+AKZPn37ONrNmzcJgMHDPPfc05O0KUSuXTCgppdKBFE3TOlQvGg7sUEr5K6XClFJhVCWdelWvuwy4s3q2t35AvlLqJLAKGKFpmld1M+4R1cuEEEII0QAbjmbxxvKDXNUlgMev7HDpDRroias6EOnvylOLd5NfUmn24wkhhBDWYOrUqRgMBmbPng1AUlISq1ev5vbbb8fZ2fmC27Vp0wYbG5tzlk+ePBl3d3dWrTr/bfGoUaO4+upz2w5HR0cTHR3N0qVLSU9Pr1luMBiYNWsWbm5ujB8/vq5vT4g6q+0sbw8B8zVN2wP0AN64yLrLgQQgHpgB3A+glMoBXgW2V3+8Ur1MCCGEEPWUklPCQwt3EOHvygdje6DTNawBd2042tnwwdgeZBdV8OKyfWY/nhBCCGEN+vbtS7du3Zg9ezZGo5GZM2diNBovOtwNqvosffrppwwaNAhvb29sbGzQNA2dTkdBQQFpaecfuBMTE3PBfd5///3o9fqa5BZUVTSlpqZyxx134OrqWr83KUQd1GpeQ6XULuCCAzCrq5ROf66ABy6w3mxg9vleE0IIIUTdlFUauPfbOPRGxfQJ0bg4NN50xd1CPHhoWCQf/nGEa7oFcVWXwEY7thBCCGEpU6dO5eGHH2bFihXMmTOH3r1707Nnz4tuc+utt/LTTz/Rtm1bRo0aRWBgIA4ODgB89NFHlJeXn3e7wMAL/20dN24cjz/+ODNmzOCZZ55Bp9Px1VdfAchwN9FoGu/KUwghhBAmo5Ti/5bsZf+JAmbdFU24r0ujx3D/0Hb8tvcEr/12gMHt/XC0O7ecXwghhGhOJkyYwNNPP829995LWloa//3vxeepio2N5aeffuKKK65gxYoV2Nr+cwtuNBp55513Lritpl246tjJyYmJEyfy4Ycf8vvvv9OlSxdWrFhB3759iYqKqvsbE6IeajvkTQghhBBW5JstSSzZmcZ/rmjP8E4BFonBzkbHiyO7kJJTyqwNiRaJQQghhGhMnp6ejBkzhtTUVFxcXC7Zqyg+Ph6AG2644axkEsC2bdsoLS2tdyz33XcfmqYxffp0acYtLEISSkIIIUQTc/BkAa/9dpChHfx4aFiERWMZGOHLVV0C+GxNPOn5ZRaNRQghhGgMr732Gj/99BOrVq3Czc3touuGhYUBsHbt2rOWZ2Rk8MAD5+0UU2uRkZEMHz6cX3/9lS+//BJPT0/GjRvXoH0KUReSUBJCCCGakLJKAw8v3ImHkx3v3RLVKE24L+W5azujNyreXnnI0qEIIYQQZhcaGsro0aMZOHDgJdft06cPAwcOZMmSJQwYMICnnnqKu+66i65du+Ls7EyrVq0aFMvp5tynTp1iwoQJODk5NWh/QtSFJJSEEEKIJuT13w5yNKOI92+JwsfVwdLhABDq48zUy8L5aWcacUm5lg5HCCGEsBo2NjYsW7aM++67jxMnTvDJJ5+wYcMGpkyZwqpVq7Czs2vQ/m+44QZ8fX0BacYtGp9WNSmb9YqOjlaxsbGWDkMIIYSwuNUHTjH161imXhbOc9d1tnQ4Zyku1zPs/bUEuDvy8/0DraJySgghhGjuEhISiIiIYODAgaxfv97S4YgmRtO0OKVUdH23lwolIYQQognIKCjjqcW76RzkzhNXdbB0OOdwcbDl2Ws6sSc1n0WxKZYORwghhGgR3nvvPZRSPPjgg5YORbRAtpdeRQgh/pGUXczO5DzySiooKNOTX1qJk50Nod7OhPo4E+bjQqCHo6XDbFGKy/XY6DSZsr2Ze3PFIYorDHwyvicOttb5vR7VoxULtiXz9spDXNUlEC8Xe0uHJIQQQjQ7ycnJLFiwgKNHjzJnzhyioqK45ZZbLB2WaIEkoSSEuKTErGKW7z3Jb3tOcuBkwVmvOdvbUFZpwHjG6NmrugTw6uiu+Ls1j8SSUorMwnKSc0rIKCzH2d4GDyc7PJzsCPJwwsm+8W/uMwrLWLkvneV7T7ItMQejAntbXU1cZ350D/FgQr822NpIUWpTFZeUy08703hgaDsi/F0tHc4FaZrGq6O6cu0n63ln1WHevKmbpUMSQgghmp2EhASeffZZnJ2dufLKK/niiy/Q6eQ6TzQ+6aEkRAOdzC9l7sbjpOaWkl9aSX5pJcXlei72k+XpbFdV0ePtTFs/F67r1gp7W+v7I1BYVsmbKw6xYGsyAD1DPbmuWxCXt/fD28Ued0c77G11VBqMnMgrJSWnlG3Hc/hy3TGc7W14+YYu3BDVCk1rWr1Uisv1bEvMYUN8FpuPZZOQVURZpfG867bxcWbtE0Ma7T3ml1TyzJI9rNyfjlIQ4e/KVV0CcLa3paC0koKyyprzML+0ktziStLySukW7MG7t3SnY6B7o8QpTMdoVIz+fCOnCsr46/EhuDhY/7Og1349wKyNifx0/0B6tPa0dDhCCCGEEOI8GtpDSRJK/1JWaSC3pAJXB1tcHWyb3I2waDy5xRV8vjaeeZuTUErR2tu5piLE1cEW3QXOHQVkF1VVu5zIK8Wo4I0bu3Fb39DGfQOXsP5oJs/8uJcT+aXcPTCcyYPCaeVZu2lI4zMKeeKHPexKyWNE5wA+vLVHk7gJzigs45VfDrBqfzqVBoW9rY7oNl50DnIn1MeZ1t7OBLo7UlJhIL+0gr8OZfDtlmTWPTmENj4uZo/vcHoh076J5UReKdMub8uoHsG0D3C75HbL957khZ/3UVBWyUPDIrlvSDvspFqpyVgUm8JTi/fw4a1R3NgzxNLh1EpRuZ7h76/F382Rnx8YiI006BZCCCGEsDoNTShZ/x2emcVnFDJ743HiTxWRnFNCekFZzWs2Og13R9uaJIG7kx2ezvb0bO3JNd0CCfKo3c21aF6UUszakMjHfxyluELPjT1DePSKSFp7O9d5X5UGI1d9+De/7T1hNQmlcr2Bl385wIKtybT1c2HxvQPo3carTvuI8Hfjx/sGMHN9Au+sOszEOduYMykGVytNKimlWLrrBC/9sp+SCgN39g9jaAd/osO8LtqXqJWnE99uSSb2eK7ZE0q/7jnBkz/swc3Rlu+m9a/T9+TabkH0a+vDi8v288HqI+xLy+fLO3rLLFxNQGFZJe+sPEyvUE9G9wi2dDi15upgy3PXdebhhTtZsDWJCf3DLB2SEEIIIYQwMeu8u2sEaXmlfLT6CD/uSMXRzoauwR4MivQl1NsZX1cHisurmg3nlVaQX6qvGT6SmFXML7tP8MqvB+gV6sn13Vtxe79Qq22QKkyruFzPk4t3s3xvOsM6+vPMNR1rVSFyIXY2Oq7rHsRna+LJKirH19XBhNHWXV5JBdO+iWNbYg7TLm/LY1e2r3ejZxudxj2D2xHi5czD3+1k4uxtzJ1sfUmlzMJynl2ylz8OnqJnqCfvjulOhH/tvqeR/m64OdgSl5zLzb3NVznyvz+P8v7qI/Ru48UXt/fC373uvam8Xez53/ieRIV48NpvB3n398M8fXVHM0RreUaj4mB6ARvjszhwouCs/l7+bg4MiPAhJtzH6s7F8/n0r6rfDbPuim5yFbMjuwexaHsKL/9yAAdbG8b2aW3pkIQQQgghhAlZ/9W0iSml+PjPo3y+5hgAkwaGc/+QdvjU4UY+IbOoqkHx3nRe+bVqeMz0Cb3xdG5es9kYjIoDJwpIyikmOaeElJxS3J1suaZrEFEhHk3u5qahErOKueebWOIzinju2k5MuSzcJF+D67oH8b+/4lm5L507+rUxQaT1k5RdzKQ520nNLeXjcT0YZaJqiOu6B6Fp8NDCndw1extzJ/XBzdHOJPtuqJ3Judz37Q5ySyp47tpOTB4UXqehOTY6jZ5tvIg7nmu2GD9cfYSP/zzKTT2Deevm7g3utXX3oHASsor5Yu0x2vm5MsaMibDGZDQq1sdn8WNcKhvis8gprgAg2NOp5mumlOJkfhkzNyRiq9PoGerJHf3aWG2frz2peczemMgtvUOIaoJ9iDRN4/M7evHA/B089eMeknKKefzKDlIZJ4QQQgjRTLS4HkqfrYnn3VWHub57EM9e24ngWvaEuZClu9J48oc9hHg7MWdin0bpo9IYjp4q5InFe9idklezzNvFnsKySioNimBPJ67pGlinvjpN2daEbKZ8HYutTuPT23oxMMLXZPtWSjH8g3UEuDmycFo/k+23LuKScpj6dRxGpZhxZzR9wrxNfowVe0/y0MKddAvxYM7EPhZPwH6/PZkXft6Pv7sD0yf0pksrj3rt5+M/jvLRn0fY9d8ReDiZLlGmlOLDP47yyZ9HuaV3CG/d3N1kfWgqDUbumr2N7cdzWDC1n1m+340lo6CMRbEpfLc9hdTcUryc7Rja0Z9BEb4MjPAl4F/VXGWVBuKSctkQn8UfB05xNKOImHBvXhnVxaoalueXVnL9/9ZjMCh+e/gyvFya7gOLSoOR/y7dx8JtKYyMasVbN3VrEj3VhBBCCCGau0Zpyq1pmicwE+hKVU/hycC1wCjACGQAE5VSJ7Sqx7wfV79eUr18R/V+7gKer97ta0qpeZc6tikTSkt2pPLYot2M7tGKD8b2MNlT0m2JOUz7JhadpjHjzug695uxJnqDka/WJ/DR6qO4ONjw5FUd6RnqSWtvZ1wdbMkvqWT1wVMs33uS9UczcXO047PbetG/nY+lQzeblJwSbvh0A94u9sydFFOvXkmX8sHvh/l0TTxb/+8K/Nwad9jbgq3JvLhsH8GeTsyZFEO4r/mSoqv2p/PQgp2E+7rwzd0x9Rq61VCVBiMvLdvP/K3JXBbpyyfjejboZn1jfBa3z9zK3El9GNLB3yQxKqX4cPURPvkrnrHRIbx1U3eTV3XklVRw4+ebyC+tZOkDA81yXptTud7AzPWJfPpXPKWVBga082F8TCgjugTUegiywaj4fnsK76w6RGGZnjv7t+HpqzvWe5inqSiluPfbOP48mMGie/vTK7Tp/k05TSnF9L8TeGvFIextdPQM9axK+kX60j3YA1tpEi+EEEII0egaK6E0D1ivlJqpaZo94AwYlVIF1a8/DHRWSt2radq1wENUJZT6Ah8rpfpqmuYNxALRVCWl4oDeSqmLjhUxVUJp/dFMJs3ZTt+23syZGGPyKdoTMouYPHc7GYXlLHtwYK17sFiTrKJy7p4Xy+6UPK7pGsgro7peNLkRn1HEPd/Ecjy7hP+7thOTB4ZZ5bCRhiirNHDzF5tIzilh2YODzJZsOZxeyFUf/c2ro7syoZGGvZXrDby4dD/fbU9hcHs/Ph7Xo1GqhjbGZzH161h8XR349u6+hPo0XiKjrNLA/fN38NehDO4d3I4nr+rQ4Kqf4nI93V5axYNDI3hsRIcGx6iU4v3fj/DpmnjG9WnNGzd2M9sQoYTMIkZ/tpFAD0d+vG+A1QxFvJS1hzN4+ZcDJGYVc1WXAJ6+uiNt/Vzrvb/c4gre+/0wC7Yl0zfcmxl3Rlv0azFrQyKv/nqA56/rxJTL2losDnOIS8rl9wPpbIzPYv+JApQCNwdb+rXzYVCEL/3a+hDh73ren0ulFDnFFSTnlFQPwy5hymVtLZ4AFEIIIYRoqsyeUNI0zQPYBbRVF1hZ07RngVCl1H2apk0H1iqlFla/dhgYcvpDKXVP9fKz1rsQUySU9p/IZ+yXm2nt7cyie/vjbqYbhVMFZVz78Xp8XR34+YGBONk3nYvckgo947/awuFThbx3SxTXd29Vq+0Kyyp5fNFufj9witE9WvH2mO7NpkG5UorHf9jNkh1pzLormuGdAsx6rCs//BtfV3u+m9bfbMc57UReKffP38GulDweGNqOx65seGKlLnal5DFxzjbsbXR8fXdMoww1KiirZMrcWLYn5fDa6K7c3td0ibvrPlmPh5MdC6Y2bMiiUor3fj/MZ2uOMT6mNa+PNl8y6bSN8VncOXsbl0f6MvOuPlY9vbvBqHj+530s3JZMuK8LL93QhcHt/Uy2/6W70nh80W46Bbkzd1KfOvXWM5Wdybnc8uVmhnb056sJvZtdkv5MOcUVbD6WzYb4LDbGZ5GcUwKAk50NnVu50y3YA1uddlYCqbjCcNY+/np8cIOSiUIIIYQQLVlDE0q1aWIQDmQCczRNi6KqsugRpVSxpmmvA3cC+cDQ6vWDgZQztk+tXnah5WaVXVTOtK/jcHeyY+6kGLMlkwAC3B35aFwP7py9jf8u3ce7t0SZ7VimpDcYeWD+Dvam5fPVhGiu6Fz7xImbox1f3tGbz9bE8/7qIyjgQxMOJ7SkeZuOs2RHGv+5or1Zk0lQ1bz2um5BfPLXUTIKy/B3M99QsFX703lq8R70BiNf3tGLq7sGme1YF9KjtSc/3NOfO2ZtZeyXm5kzKcasQ0UzC8u5a/Y2jmYU8sm4noyMql3CtLai23jxQ1wqeoOx3kN3lFK8s+owX6w9xviYUF4f3bVRfo4GRvjy8g1deP7nfbyx/CAvXN/Z7Mesj3K9gUe/28WKfencM7hqBkJTJ69H9QjG3dGOe7+N45bpm/n27r6N2iMuObuEe76JI9DDkffGRDXrZBJU9eW7rnsQ13Wv+h2UklPC9uM57E3LZ19aPotiUzAYFaHezoR6O9OvrU/N56E+zoR4OeFsL72YhBBCCCEspTZXYrZAL+AhpdRWTdM+Bp4BXlBKPQc8V12h9CDwoimC0jRtGjANIDQ0tN770RuMPLRwJ5lF5fx47wACPczfr+WySD8eGhrBJ3/FExPuzS3R1j1NslJVT/zXHM7k9Ru71imZdJpOp/HQ8EhsbDTeWXmYQA9Hnr2mkxmibTw7knN57beDXNEpgIeGRTTKMa/rHsTHfx5l5b507uwfZvL9l1UaeP23g3yzJYluwR78b3xPwszYL+lSIgPcWHzvACbM2sodM7cyfUJvLjdhtclph9MLmfZNLKcKyphxZ7TJ+hydqVcbL+ZtTuJQeiFdg+ve3FspxVsrDzF9XQK39w3l1VGNk0w67Y5+bYjPKGLWhkQi/F0ZH1P/37vmUFyu555v4tgQn8UL13fm7kHhZjvW0I7+fHN3X+6eu50xX2xi4bR+jTLZQnp+GbfN3EKFwci3U/ri4dw0hh+aUmtvZ1p7O3NTr6qZB41GhabR7BNrQgghhBBNVW0epacCqUqprdX/X0xVgulM84Gbqz9PA87MooRUL7vQ8nMopb5SSkUrpaL9/Op/g/n2ykNsOpbN66O70i2kfjM41ccjV7Snf1sfXli6j8PphY123Pr431/xfLc9hQeHRjR4CNB9g9sxoV8bpq9LYN6m46YJ0AIKyip5eOFOAj0ceX9sVKPd2LcPcCPS35Vlu05gNJpu9kWjUbFyXzqjPt3IN1uSmHpZOD/eN8CiyaTTWns788O9VbHcPW87v+05adL9/7bnJDd+vpGSCgPzp/QzSzIJILp6lrS4pIu2hDuvcr2BxxbtZvq6BO7o1/jJpNOev64Tg9v78X8/7eXdVYeoNBgbPYbzySgo4/aZW9mckM17t0SZNZl0Wky4Nwun9aOk0sC4r7aQlF1s1uNlF5Vz+8wt5JVU8vXkGNoHNL0efOag02mSTBJCCCGEsGKXTCgppdKBFE3TTnebHQ4c0DQt8ozVRgGHqj9fBtypVekH5CulTgKrgBGapnlpmuYFjKheZhbLdp9gxvpE7uzfptGrhGx0Gh+P74Grgx0PL9xJud5w6Y0sYNX+dD5YfYSbegXz+Ij2Dd6fpmm8dEMXRnQO4KVf9rNyn2mTA43lvz/v42R+GR+P62nSaeBrY3TPYGKTcun35p+8uHQfWxOyMdQzuVSuN/D99mSu+HAd934bR2mlgTmT+vDcdZ1N3pS+IfzcHPhuWj+iQjx5cOEO3l55iLLKhv3MGIyKt1Yc4oEFO+gY6MavDw0y65C6Vh6OBLo7ElvHhFJeSQUTZm3jp51pPDGivcWSSQC2Njq+uKMXt/QO4bM1x7h1+mZSqnvaWIJSiiU7Urnig3UcPFnA57f3YkzvkEY7ftdgDxZM6UdZdVLpeJZ5kkr5pZXcNWcbqbmlzLormu4hnmY5jhBCCCGEEKZW21neegAzAXsgAZhU/f8OgBFIAu5VSqVpVY8TPwWuBkqASUqp2Or9TAb+r3q3ryul5lzq2PVpyr0vLZ8xX26iaysPFkztZ7Gb5zWHMpg0dzv3DG5rdUPA4jMKGf3ZJtr5u7Lonn4m7UVSVmngthlbOHCygKUPDKJDYNN52v7TzlT+8/1u/nNFex65IvLSG5iYwaj4dc8Jlu89ydrDmZTrjXg52zEgwrdqiu12vrT2djrvU3ulFMcyi9l0LIsNR7PYnJBNYZmeLq3cuXdwO67pGmjVU3OXVhh4cdk+FsWmEuHvyrtjutOzjtOl5xZXsGRnGgu3JROfUcRtfUN5cWTnRmkU/8CCHexKzmPjM8NqtX58RiHTvo4jNbeUd2/pzqgeZm8pV2vLdp/guSV7QauqXLqxZ0ij/h5Nzy/j/37ay1+HMohu48U7Y7pbrPHywZMF3D5zK/Y2OhZO62fSmR43HM3i6R/3kFFYxld3RjPUTBV0QgghhBBCnI/ZZ3mztLomlFJySrjpi03Y6TR+fmAg/u7m75t0Mc8u2ct325NZdE9/+lQPi7G0wrJKRn22kYLSSn55aBBBHqZvOptRWMa1H2/Aw8mWZQ8OwsXB+hunJmUXc90nG+gU5MbCqf0snnwpLtfz56EM1h3OZGN8FukFZQC42NvQuroxrZ+bA6cKyqpnQCqltLqyJ9TbmYERvlzXLYiBET5NatjIuiOZPPPjHk4VlHFb31AGRfjRNdidYM9zE2mVBiNHTxWxLy2fjceyWLEvnQq9kR6tPZlyWXitZys0hdkbEnnl1wNsfnbYBX+mKvRGVh84xcJtyWyIz8LT2Y4Zd0Zbze+GMyVnl/Do9zvZkZxHkIcjdw8KZ1xMKK5m+Fmu0Bs5cLKAjfFVydC4pFx0Onjyqo5MHBBm8ZnnDqUXcNuMregNRt6+uTvXdGtYI/vCskreWH6QhdtSaOvnwrtjosxaQSeEEEIIIcT5SELpDHklFdz8xSYyC8v58b4BRFpBH4qicj3XfPw3GhorHrnM4okVo1Fxz7dxrDmUwfwpfenb1sdsx9p0LIs7Zm7lhqhWfHhrD6tOaugNRm6Zvpn4jCJWPHIZIV7Olg7pLKerjzYfy+JYZjEp1dNoZxaVE+juWJNgivR3ZUA7X0J9rCv+uiooq+TN5QdZFJtaM+TP28WeAHdHTp9FBqMiMbuYCn1Vrx8PJztG92jFuJhQOgW5N3rMe1LzuOHTjXx6W8+zElmZheU1VWN/Hcogu7iCYE8nbu3TmnF9Wls86X0xSinWHsnky7XH2JqYg7ujLYMifeka7EG3YA+6tvLAy8X+gtsbjIpjmUXsTc3nUHoB2cUVFJRWUlCqJ7+0suaj9Iwhjp2D3BkY4cPtfdtYRZ+v05KzS3jou53sTsljfEwo/72+M072ta98U0pxKL2QFXtPsig2lYzCMqZe3pb/XNEeRzvzV9AJIYQQQgjxb5JQqlZWaeCOmVvZk5rPN3fHmDVRUlfbEnO49avNjI8J5Y0bu1k0lo//OMqHfxzhxZGdmTTQ/M1tP/nzKB+sPsKbN3WzupmjzvTV38d4Y/khPh7Xw6qGHrV0ZZUGDp4sYN+JAval5pNdXFHzmqZBuK8LXVq50y3YgzAfF4v1H4KqaqnuL/2Oi4Mtvq5VSZaySgPHs6v6EHk42TEowpdbokO4LNLP4lU3dbUzOZd5m44Tl5xLSk5pzXJ3R1tCfaoSmu6OdjVJorySShKzimuSRQ62OnxdHXB3ssPDyRYPJ7uzPtr4uDCgnQ8+rg6WeouXVGkw8v7vR/hy3TEi/V0Z3TO4Zhr7IA/Hs76nBWV6kqsTv8ezillzKIOErGJ0GvRr68OTV3Wo85BOIYQQQgghTEkSSkB+SSWP/7CbPw+d4tPxvbiue8OGI5jDG8sP8tXfCcyZ1MdifTJ+23OSBxbs4KZewbx/S1SjVAwZjIqJc7axNTGHn+4fQJdWjTfbXm0lZBZxzcfruby9H19N6G3VlVTCus3ekMjWxOya/9voNLoGezAowpcurTyaXBLpQvJKKtiXVsCh9IKapElyTgmFZfqzkkSh3s50C/agW4gH7fxcm837X380k+d+2kdyLZuW29vqiG7jxbXdgri6ayC+Vpw0E0IIIYQQLUeLTigZjYrFcam8vfIQuSUV/Pf6zkxshKqb+iirNHDDpxvIK6nk9/9cjqfzhYeJmMOe1DzGTt9M11YezJ/at1GaFJ+WVVTOtR+vx93Jjl8fGmRVwzuMRsWtX23mUHohfzw2mAArHn4khLAuxeV6UnKr+pelF5Rx5t9TZ3tb2lRXbvm5Oli0ek4IIYQQQojzafYJpbCO3dSC39bQNdgDd0c7isr1pFQPIZj+dwK7UvKIbuPFy6O6WGX1y5n2peUz+rONXNMtiP+N79loxz2ZX8qoTzdib6vj5wcGWuTp+N9HMrlz9jamDArn+es7N/rxL+Trzcf579L9vDOmO2OjW1s6HCGEEEIIIYQQolE0NKFk9VNvncwv47YZW4GqHiT5pZU1r/m6OvD+LVHc1Cu4SQxT6hrswSPDI3l/9RFGdA5gZJT5Z6AqqdAz9etYisv1fHO3ZZJJAJe39+OOfqHM2pjI8E4B9G9n+R5XKTklvLXiEJdF+nJL7xBLhyOEEEIIIYQQQjQZVl+h1KNXb/XRwhXsS8vnZH4ZwV5ONU1QI/3d6jTLjjXQG4zc/OVmkrKL+f3Ry806w5NSioe/28Wve04w665ohnUMMNuxaqOkQs81H69Hb1CsfPQy3BztLBaLUooJs7axMzmXVf+53OpmdRNCCCGEEEIIIcypoRVKOlMGYw62Oo0hHfx5cFgkr9/YjfuHRHB991Z0D/FscskkAFsbHR+MjaKs0sDTP+7BnAm9WRsS+WX3CZ4Y0cHiySSo6inywdgoTuaX8tqvBy0ay6LYFDbEZ/HMtZ0kmSSEEEIIIYQQQtSR1SeUmqN2fq48c3VH1hzO5L3fD5vlGJvis3hj+UGu7hLI/UPameUY9dG7jTf3DG7H97Ep/HHglEViSM8v47VfD9I33JvbY0ItEoMQQgghhBBCCNGUSULJQu4aEMb4mNZ8tuYY325JMum+0/JKeXDhTtr6ufLe2Cir6y/16BWRdAx045kle8kprmjUYyuleO6nvVQajbx9c3eZeUkIIYQQQgghhKgHSShZiKZpvDqqK8M6+vPfpfv4fX+6SfabllfK1HmxVOqNfDWhN64O1td33cHWhg/G9iC/tILnf95r1mF//7Z01wn+PJTBEyM6EObr0mjHFUIIIYQQQgghmhNJKFmQrY2OT2/rSbcQTx7+bidxSbn13pdSioXbkrnqw785nl3MJ+N70tbP1YTRmlbnVu48ekV7lu9NZ9nuE41yzMzCcl7+ZT89WnsyaWB4oxxTCCGEEEIIIYRojiShZGHO9rbMuiuaAHdHbp+5hVkbEjEY61axk5xdwoRZ23h2yV66BXuw8pHLGdrR30wRm849l7elV6gnL/y8j/T8MrMeq7TCwJSvYympMPDumO7YyFA3IYQQQgghhBCi3iShZAV8XR1YdE9/BrTz5dVfD3Dr9M0kZBZddBu9wcjqA6eYPHc7Q95bw87kXF4b3ZX5U/oS6tM0Zi2ztdHx/tgeVBoUTy7eXedEWm3pDUYeWriDval5fDK+J5EBbmY5jhBCCCGEEEII0VJojdm/pj6io6NVbGyspcNoFEopluxI4+Vf9lOuNzKsoz+h3s609nYm0N2RzKJyknNKSM4pIfZ4DqcKyvF3c+DWPq25rW8oQR5Oln4L9TJ/axLP/bSPm3oG8+4tUSatHlJK8dzP+1iwNZlXR3VhQv8wk+1bCCGEEEIIIYRoqjRNi1NKRdd3e+vr2NyCaZrGzb1DuCzSl7dWHmJXSh5/HsygwmCsWcfORiPY04moEE/G9A5hWEd/bG2adqHZ7X3bkF1UwQerj6CA90yYVPpsTTwLtiZz35B2kkwSQgghhBBCCCFMpFYJJU3TPIGZQFdAAZOBm4CRQAVwDJiklMqrXv9Z4G7AADyslFpVvfxq4GPABpiplHrLhO+l2fB3d+SDsT0AMBoVpwrLSM8vw9/dkUB3x2bZ/+fh4ZFowPurj6CU4v2xPRr0Pksq9Ly87ADfx6ZwY89gnrqqg+mCFUIIIYQQQgghWrjaVih9DKxUSo3RNM0ecAZWA88qpfSapr0NPAs8rWlaZ2Ac0AVoBfyhaVr76v18BlwJpALbNU1bppQ6YML30+zodBpBHk5NdjhbXTw0PBKdTuPdVYcpKNPzwvWdCfd1qfN+Dpwo4KGFO0jIKuaBoe149Ir2aFrzS8IJIYQQQgghhBCWcsmEkqZpHsDlwEQApVQFVVVJv5+x2hZgTPXno4DvlFLlQKKmafFATPVr8UqphOr9fle9riSURI0HhkbgbG/DOysPc8UH67i1T2seGR5JgLvjRbczGBX70vL58+Apvvw7AU8nO+bf3ZcBEb6NFLkQQgghhBBCCNFy1KZCKRzIBOZomhYFxAGPKKWKz1hnMvB99efBVCWYTkutXgaQ8q/lfc93QE3TpgHTAEJDQ2sRomhOJg0M57ruQXz2VzwLtiXzY1wqfcK8ae3tTKi3M0EejpRUGMgvrSS/tJLErCI2H8umoEwPwJWdA3jrpm74uDpY+J0IIYQQQgghhBDNU20SSrZAL+AhpdRWTdM+Bp4BXgDQNO05QA/MN1VQSqmvgK+gapY3U+1XNB3+bo68PKorUy5ry5frjrH/RAG/708nu7jirPXsbDQCPRy5umsgAyN8GdDOFz83SSQJIYQQQgghhBDmVJuEUiqQqpTaWv3/xVQllNA0bSJwPTBcKXU68ZMGtD5j+5DqZVxkuRDn1drbmddv7Fbz/6JyPacKynC2t8HDyQ4nOxvpjySEEEIIIYQQQjSyS843r5RKB1I0TTs9TdZw4ED1jG1PATcopUrO2GQZME7TNAdN08KBSGAbsB2I1DQtvLqx97jqdYWoNVcHW9r5uRLk4YSzva0kk4QQQgghhBBCCAvQ/iksushKmtYDmAnYAwnAJKoSRA5AdvVqW5RS91av/xxVfZX0wKNKqRXVy68FPgJsgNlKqddrcexC4HBd3pQQTZAvkGXpIIQwMznPRUsg57loCeQ8Fy2BnOeiJeiglHKr78a1SihZkqZpsUqpaEvHIYQ5yXkuWgI5z0VLIOe5aAnkPBctgZznoiVo6Hl+ySFvQgghhBBCCCGEEEKcSRJKQgghhBBCCCGEEKJOmkJC6StLByBEI5DzXLQEcp6LlkDOc9ESyHkuWgI5z0VL0KDz3Op7KAkhhBBCCCGEEEII69IUKpSEEEIIIYQQQgghhBWRhJIQQgghhBBCCCGEqBNJKAkhhBBCCCGEEEKIOpGEkhBCCCGEEEIIIYSoE0koCSGEEEIIIYQQQog6kYSSEEIIIYQQQgghhKgTSSgJIYQQQgghhBBCiDqxtXQAl+Lr66vCwsIsHYYQQgghhBBCCCFEsxEXF5ellPKr7/ZWn1AKCwsjNjbW0mEIIYQQVk0pRWmlgbySSvJLKymp0NOllQeOdjaWDk0IIYQQQlghTdOSGrK91SeUhBBCCHFhRqNi6e403v/9CKm5pWe95upgy4jOAYyMasWgSF/sbGSkuxBCCCGEMA1JKAkhhBBN1KZjWbyx/CD70groGuzO7X3b4OVsh4eTHZqmseZQBiv2nWTJzjQC3B34/PZe9G7jbemwhRBCCCFEM6AppSwdw0VFR0crGfImhBBC/MNgVDz/814Wbksh2NOJJ65qz6ioYHQ67Zx1K/RG/j6SyWu/HeBEXhlv3NSNMb1DLBC1EEIIIYSwJpqmxSmlouu7vdS+CyGEEE1IpcHIf77fxcJtKdwzuC1/Pj6YG3uGnDeZBGBvq+OKzgH8/MBAosO8eOKH3by5/CAGo3U/UBJCCCGsgaZpaJqGTqfj2LFjF1xv6NChNevOnTu38QIUwoIkoSSEEEI0ERV6Iw8u2MGy3Sd4+uqOPHtNp1o33fZ0tmfe5Bgm9GvD9L8T+M/3u7D2KmUhhBDCGtja2qKUYtasWed9/ejRo6xduxZbW+koI1oWSSgJIYQQTUBZpYF7v41j1f5T/Pf6ztw3pF2d92Fno+PV0V15/Mr2LNt9ggXbks0QqRBCCNG8BAQEEB0dzZw5c9Dr9ee8PnPmTABGjhzZ2KEJYVGSUBJCCCGagLdWHOKvQxm8fmNXJg8Kb9C+HhgawWWRvrzyywGOnCo0UYRCCCFE8zV16lTS09P59ddfz1peWVnJ3LlzGTBgAJ07dz7vtnFxcTzyyCNERUXh7e2No6MjkZGRPP744+Tm5p6z/ty5c2uGzq1cuZIhQ4bg4eGBpmnk5ubi7OxMu3btLlhpPHLkSDRN48xexHPnzuXmm2+mbdu2ODk54e7uzsCBA/n222/Pu48hQ4agaRp6vZ433niDyMhIHBwcaN26NU8//TQVFRXnbKNpGkOGDCErK4tp06YRFBSEg4MD9r6jJQAAQQFJREFUXbp0Yc6cORf82q5atYprr70WX19fHBwcaNeuHU8++SR5eXkX3EZYB0koCSGEEFZuw9Es5m46zsQBYdzet02D96fTabw/Ngo3R1seXriTskqDCaIUQgghmq/x48fj4uJSU4102rJly8jIyGDq1KkX3HbGjBl89913dOjQgUmTJnHfffcRFBTEBx98wMCBAyksPP/DncWLF3P99dfj5ubGvffey6233oqXlxfjxo0jISGBP/7445xtUlJSWLFiBb179yY6+p9ey/fddx9JSUlcfvnlPProo4wbN46kpCQmTJjACy+8cMHYb/v/9u47rsqyf+D452IKKCCCCxQH4EhBBcGdppnl82g9mWlqmpmVtvew9aun/dTztFPTLC1HZdrQLPdCxS1ORJag7L3OuH5/cDTNEcKBc8Dv+/XiBdznHteB69znPt/7e32vO+7gww8/pH///tx///24ubnx9ttvc++99150/dzcXPr27cvWrVsZNWoUEydOJDU1lcmTJzNv3rwL1n/llVcYNmwY27ZtY/jw4Tz00EMEBQXx7rvv0rdvX/Lz8y/ZNmEHtNZ2/RUeHq6FEEKIq1Vucbnu9fofetC7a3VxmdGq+157+LQOfPpn/eKP+626XyGEEKK+ALS/v7/WWuu7775bOzo66uTk5LOP33DDDdrT01MXFRXp559/XgN67ty55+0jISFBG40XvofPnj1bA/rNN988b/ncuXM1oJVSesWKFRdst2PHDg3oW2+99YLHXnrpJQ3omTNnnrc8Li7ugnXLysr0ddddp52cnHRKSsp5j1177bUa0D169NBZWVlnlxcWFur27dtrBwcHnZaWdt42gAb03Xfffd7zjY2N1Y6OjrpTp07nrb9mzRoN6N69e+ucnJyL/g0eeeSRC9otrAeI0dWI10iGkhBCCGHHXl4eS3pBGe+P7oabS+UKcFfWwA5NubtfW+ZtTeS32FNW3bcQQghR39xzzz2YTCbmzJkDQGJiIr///jvjxo3D3d39ktsFBgbi6Hjhe/jkyZPx9PTkt99+u+h2I0eOZNiwYRcsj4iIICIigmXLlnHq1J/v3yaTiS+++IJGjRoxduzY87Zp3/7C2osuLi5Mnz4do9HI6tWrL9qGt956Cx8fn7O/e3h4MG7cOMxm83lD6s5wd3fnvffeO+/5du7cmb59+3Lo0CEKCwvPLv/ggw+Aigwub2/v8/YzadIkunXrxoIFCy7aLmEfpAy9EEIIYad+3Z/G0t0neXhwMGGtvGvkGE8N68COhGweX7yX9tM9CGraqEaOI4QQQtR1UVFRdO3alTlz5jBjxgxmz56N2Wy+7HA3qKiz9Pnnn7Nw4UIOHjxIXl4eZrP57OMnT5686HaRkZGX3Oe0adOYPHkyc+bM4bnnngPg119/JSUlhfvvv5+GDRuet35SUhJvvfUWq1evJikpiZKSkvMev1Qbzh02d0arVq0ALlr/KTg4GE9Pz8tuc6ZtW7duxdnZmSVLlrBkyZILtikvLycjI4OsrCyaNGly0fYJ25KAkhBCCGGHMgrKeH7pfkIDvHjguqAaO46rkyOfjQ9nxEebuOernfw4vS9ebs41djwhhBCiLrvnnnt46KGHWLFiBXPnziU8PJzu3btfdpvbb7+dpUuX0q5dO0aOHEnz5s1xdXUF4L///S9lZWUX3a558+aX3OeYMWN4/PHHmTVrFs888wwODg7MnDkT4IL6RvHx8URGRpKTk0P//v0ZOnQoXl5eODo6kpCQwLx58y7Zhr9mDgE4OVWEEUymC2swXmz9S22TlZWF0WjklVdeueTzBCgsLJSAkp2SgJIQQghhh15cdoCichPvjQ7D2bFmR6i39Hbjk3Hh3DErmkcW7mb2xJ44OqgaPaYQQghRF02YMIGnn36a++67j5MnT/Liiy9edv2YmBiWLl3KkCFDWLFixdnACoDZbObtt9++5LZKXfq92M3NjUmTJvH++++zatUqrrnmGlasWEFUVBRhYWHnrfvee++RlZXF3LlzmTRp0nmPffvttxctll0bvLy8MJvNZGdn2+T4ovoqdYWqlPJWSn2nlDqslDqklOqtlPJRSv2ulDpm+d7Ysq5SSn2glIpTSu1TSvU4Zz8TLesfU0pNrKknJYQQQtRlv+5PY8WBUzwyJLjWhqBFtvXhpRHXsPZIBu/9fqRWjimEEELUNd7e3owaNYqUlBQ8PDwuqFX0V3FxcQCMGDHivGASwPbt2y8YenYl7r//fpRSfP7553zxxReYTKaLzr52pg233nrrBY+tX7++ysevrl69epGTk0NsbKzN2iCqp7K3PP8HrNRadwTCgEPAM8BqrXUwsNryO8CNQLDlayrwKYBSygd4CYgCIoGXzgShhBBCCFEhu6icF348QFd/L6b2b1erxx4f1ZoxPVvx8drjfL8zpVaPLYQQQtQVr732GkuXLuW3336jUaPL3/hp06YNAOvWrTtveXp6OtOnT69WO4KDgxk8eDA///wzn332Gd7e3owZM6bSbfjtt9+YPXt2tdpQHY8++ihQMYwwNTX1gseLioqIjo6u7WaJK/C3Q96UUl7AAGASgNa6HChXSo0EBlpWmwesA54GRgJfWaagi7ZkN7WwrPu71jrbst/fgWHAt9Z7OkIIIUTd9vLyWPJLDSy4LQqnGh7q9ldKKV4ZeQ1J2cU89f0+fDxcGNSxaa22QQghhLB3rVu3pnXr1pVat2fPnvTt25cffviBPn360K9fP06fPs2KFSvo0KEDLVu2rFZbpk2bxh9//MHp06d58MEHcXNzu+g6c+fO5bbbbmPUqFG0bNmSAwcOsHLlSkaPHs2iRYuq1YaqGjx4MG+++SbPPvsswcHB3HTTTbRt25bCwkISExNZv349/fr1Y+XKlTZpn/h7lamh1BbIAOYqpcKAncDDQDOtdZplnVNAM8vP/kDyOdunWJZdavkFlFJTqchuqvQL9UqZzZqErCL2peRx+FQBLo4KL3cXvNyc8XZzxsv9z+9NPFylloSol7TWHEsvZMPRDFJyzk+3DWnWiAEhvgQ0vvQUqPWB1prichP6nGXuzo442MFrvqTcRGxqHntT8kjOLj7vMW93ZwKbuBPYxIM2TTzw8XCxUSuFNa2KPcXyvak8OiSEjs0vnCGlNrg6OfL5hHDGzIxm2oJdfHNPFN1bS0KxELaitSajoIyErGKaeboS2MTD1k2qt7TWlBnNuDo5XLZ2jbiQwWSu8Xp/dZWjoyPLly9nxowZ/Prrr3zwwQf4+/szZcoUZsyYQefOnau1/xEjRuDr60tmZuZFh7sBhIaGsnbtWmbMmMEvv/yC0WgkLCyMH374AW9vb5sFlACefvpp+vbtywcffMCmTZtYtmwZXl5e+Pv7M3XqVO644w6btU38PVWRSHSZFZSKAKKBvlrrbUqp/wH5wINaa+9z1svRWjdWSv0MvKm13mRZvpqKzKWBQAOt9WuW5S8AJVrrdy93/IiICB0TE1PV53eBzMIyXv35IGsOp1NQagTA2VFhNGsu9afw93bj8aEh3NzN3y4+ZApRXfEZhXy2/jgbjmZyKr8UgEYNnDjTu01mTVF5xQwM7fw8GBjSlKkD2tHcq4GNWmw9cekF/Lg7lbj0QhKzi0nKKjr7XM+4sUtzPh0fbqMWwvqjGbzz22EOpRVgMlecmBq6OnHm9KOBwjLjeees/sG+PDAoiKh2MgNGXZVdVM7Q9zfg18iV5Q/0tfmFeUZBGbd+uoWCUgNL7utDUNOGf7+RqFfKjWaSc4pJyiomIasIk1kzuW9buRaqBYVlRhZEJ7J090kSs4opMVS8TwU2cWf9k4Ns3Lr6IymrmB92p3DsdCEJWUUkZRVTUGbEyUHh7e6Ml5szgzs147mbOtm6qXbDZNbsTcll87FMjlmupRKzisgtNnBNS08GhPgxINiP8MDGuDhJgKk2xMfHExQURN++fdm4caOtmyPqGKXUTq11RFW3r0yGUgqQorXeZvn9OyrqJZ1WSrXQWqdZhrSlWx4/CbQ6Z/sAy7KT/DlE7szydVVteFWsij3Fsz/sp6DUyC3d/ene2pvQAG9CmjXEQSkKSo3klpSTV2Igt9hAXomBnOJylsSk8NjivXyx6QTP3dSJvkG+tdlsIazqp72pPPP9PpRSXBviR/9gX/qH+OHv/Wd6rNaauPRCNhzLZMPRDOZHJ7I4JpknhoYwoXebOpexZzCZWRV7mvnRiWyNz8LJQZ3N7olq60NzrwY4Wu5ErjuazrojGTa501ZcbuT1Xw8xPzqJdn4eTBvYntAAb8ICvGjqeX4wr9RgIiWnhMSsIg6czOfr6ARunxlNzzaNeWhwMP2D/Wq17aJ6tNY8v3Q/eSXlfDU50ubBJAC/Rq58NTmSUZ9tYczMaF76Z2f+EdpC7tpfBU7nlzJzQzzfbEs6G8g4Izywca1mrKXllXAis+i8ZW7Ojni7u+Dt5oynm3Ode0+6nLxiA19uSWDulhPkFhuIbOPD2MjWtPF15+jpAuZHJ3Eqr7Re3OCxFZNZs+5IOl9HJ7L+aAYKCGziQWsfd8IDG9PMswGFZUbySgzEpuYze2M8k/u2ver/5uuPZrBoRxKbjmWSX2pEKQho7EagjwfDu7bA292ZHQk5zNoQz6frjtOogRPbnxuCm4ujrZte77377rtorXnggQds3RRxFfrbDCUApdRGYIrW+ohS6mXgTK5tltb6TaXUM4CP1voppdRw4AHgJioKcH+gtY60FOXeCZyZ9W0XEH6mptKlWCNDqbDMyCvLY1myM4XOLTx5//ZudGhe+VlzzGbNT/tSeXvlEU7mlnBX3za8+I/OclEt6pQyo4nXfj7E19GJRAQ25sM7utPC68Ix1heTmFXEjB8PsPFYJqEBXrx+S1e6+HvVcIutY83h07y4LJaUnBL8vd0Y3yuQ0REBNGnoetH1f9mXxvRvdrF0Wp9a/dC0OymHxxbvJSGriLv7tuWJGzrQwLnyF2GlBhOLdiTz2frjpOWV8ua/ujImsmaGDAvrW7o7hUcX7eXpYR25f2B7WzfnPEdPF/DY4j0cOJnPtSF+vDqyC62b1O+hsFerlJxiPlt/nMU7UjBpzYiwlvQL8qWNrzuNGjgz9P0NPHNjR+67tub6qNFkZvPxLNYfyWDjsQyOpRdedn1HB0VYgBf9g/0YEOJHWIBXrdceswatNT/sOsnLP8VSUGpkSKdmPHBdEN1aeZ9dZ19KLiM+2sxHd3TnH6HVq7lyOXnFBuIyCs5b1uCcIJ67i2OdvQY+nlHI9AW7OHyqgKaNXBkb2Zqxka0vGSxKyCxi4LvreGpYB6YNDKrl1tqHwjIjr/18kIU7kmnayLXiZmSIH/2CfC863L6g1EB0fDbHMwpr9FxxtUtKSuKbb77h2LFjzJ07l9DQUHbt2oWDQ907/wnbqm6GUmUDSt2A2YALEA/cRcUMcYuB1kAiMFprna0q3mE+oqLgdjFwl9Y6xrKfycBzlt3+W2s99++OXd2AUqnBxPjZ29iVlMO0gUE8NDi4yumXpQYTb/x6iHlbE7l3QDueubFjnX1DFdZTVGYkJacEZ0eFt7sLng2c7O5i9nR+Kfd8FcO+lDymDmjHkzd0uOIMCK01P+1L4/9+Okh+qYGvJ0fa9fCqtLwSXll+kJWxpwhq2pBnhnVkUMemf3snO72glMh/r+a5mzoydUDtXAitO5LO1K924tfIlXdvC6N3+6r/XcuMJu79eicbjmbw2fhwhl7T3IotFTUhNbeEG/67gY7NG7Fwam+7zLYwmsx8tTWR/6w6gtGsuS0igGtDmtK7fRMaul462fl0filJ2cXkFhvILS6noNTIsC7NaelduWC2LWUVlrEvJY/jGYVnh54CeLo509Xfiw7NG9lFJpk15BUb+GjtMeZtSUSjGRXeivuvbX9B4HDwf9bR2seduXdFWr0N5UYzP+xK4dP1x0nMKsbVyYHItj4MCPbjGn9PHCzXW1pDicF4Npv8dH4ZW+Oz2JeSi9bQtJEr743uRr/gupNNnlVYxvNLD7Ay9hQ92zTmlRFd6NzywhpqBpOZ0JdXcXvPVrw84hqrt2NfSi5fb01k+d5UyozmS67n4uRAj9be9A/249oQPzq38KwTwyCX703l2e/34ersyEv/7MxNXVtU6jV822dbyC4q54/Hrr3qrvt3JGTz2OI9pOSUcO+A9jx6fTCuTpJxZA/WrVvHoEGDcHd3p1+/fnz66ae0a1e7M8OK+qFWAkq2VJ2AktaaRxbtYdmeVKvdzdFa8+KyWL6OTuShwcE8dn1Itfcp6paSchOfrj/O5rhMErOKyCwsv2Adb3dnOjX3JLSVF2EB3vRp3wRvd9sUTY5LL2TinO3kFpfz/u3dqh1gyC4q57bPtpBeUMaS+3rbrHDwpWitmR+dyJsrDmM0ax4aHMw9/dtdUSB54DtrCWraiNkTq3xurbQtcZnc9eUO2vs15Jt7oqzST4rLjdwxaxuH0vL5+u4oItv6WKGloiaYzZoJc7axOymXlQ8PsPvMn1N5pbyx4hCrYk9TYjDh7Kjo3qoxAT5ulkktXNBoDpzMZ19KLukFZRfsY1R4AO/eFmaD1l9eam4JG45msCkuk91JuZzMLbns+i5ODnRu4cmQTk0Z3bMVTRvVveEw5UYzX21N4MM1ceSXGhjVI4BHrw+5ZMDvuaX7+WlPKnteGmq1wKfWmgXbkvhkbRypeaV09fdi2sD2DOrY9IqyNHOKytkUl8n/Vh/jeEYhjwwO4YHrguwyQHuudUfSeWLJPvJLDDw+NIQp/dtdts1jZ0ZTWGbkpwf7Wa0NMQnZvPrLIfYm5+Lm7MjN3f25vnNTnCyZDhooKb8wiHcoLR+All4NeH54Z27q2twuAy5lRhOv/nyQ+dFJRAQ25qM7elzR8LWF25N45of9/Di973kZY/WZ1ppZG+N5Y8VhWjV25z+jw+jZRq4lhKiPJKB0Ge//fpT/rT7Gkzd0YPog66Wpms2aZ3/Yz6KYZKvvW9i3tYfTeWHZAVJySujZpjHtfBsS6OtOq8bumLW23IU3cCq/lAMn8zh8Kh+DSdOmiTurHx9Y6xe2OxNzuHveDpwcFF/eFWm1YWonc0u49ZMtaDTf39/HbmaCO5VXypPf7WXjsUz6B/vy2s1dqjQbzhNL9vLHodPsmnF9jd51jUnIZsIX22nl48bCqb2tOlNbdlE5oz7bQmZBGUvu63NFw3zt2dHTBaw5nE5iVjFJ2UUkZhXTqIEzYQFeFfWmWnnRuYWnXX6ouZjP1h/nzRWHeeNfXRlbh4YolhlN7EzIYcOxTKLjs8goKCOvxEBhWcVkF+38PAgL8CY0wIv2fg1pbJlF9c2Vh9gWn83254fYxQd9k1kze2M8S3amEGcZWtXM05WIQB9CLX2qU4tG5wWkMwoqMpf2peSyKymXnYk5ODkohnVpzoRegUS29akT/S8pq5jp3+xi/8k8+gf78uyNnS6aFXOuZXtO8vDCPfz0QD+6BlT//cRgMvPcD/tZsjOFiMDGPDg4mAHBvtX6+xWVGZnx4wGW7j5J/2Bf/nt7t0sOcba1ZXtO8tjivQQ3bcj7t3ejU4u/v0Hzn1VH+GTdcfa9NBSPy2QHVkaZ0cT7vx/j8w3Haenlxj392/Kv8AA8GzhXavv0glI2Hs1kzuYTxKbmM7BDxZDYVj72cU0AkJ5fytSvd7InOZd7B7TjiSpkaOeXGuj52h+MjmjFqzd3qaGW2g+zWfPaL4eYs/kEw7u24K1RoZfNRBVC1G0SULqEH3ef5JFFexgVHsA7o0KtfnFnMmseX7yHH/ek8vmEcG6QYSX1WmZhGS8uO8Cv+0/R3s+Df9/SlV6VGO5VZqyoa/Pisli+mRJFn1os6L7m8GmmLdhFc88GzJscafVpho+cKuC2z7bg28iV7+7rY/Np65fvTeWFHw9QbjTz3PBOjI9qXeXX/eIdyTz1/T5+f3QAwc1qJhCzJzmX8bO30bSRKwvv7VUj2Q0pOcXc+ukWzBoWTIkipIaeS23Yn5LHR2uP8VvsaQAauzufLaKaU1zOvpQ88koMAEQENua54Z3oYedT3f8We4r75u/kpi4t+OiO7nUiCPF3DCYzRpO+ZBHW5XtTeejb3Xx/fx/CA237/8ksLOPRRXvYeCyTXu18GNKpGQNC/Ahu2vCK/hfxGYUs2JbEkphk8kuNdvmh+q9+iz3FE0v2ooC3R4UxrEvlrmFO55cS9fpqZgzvxJT+1RtaUVxuZPqCXaw9ksHDg4N5ZEiw1V4DWmsW7kjmpeWxNPN05Zspvezu/7F4RzJP/7CPqLY+fDGxZ6WDQ+uOpDNp7o5qX1McSsvn0UV7OHyqgLGRrXh+eOcqBw2MJjPztiby3qojmLTm+Zs6MaF3myq3zVoOnMzjnq9iyC028P7tYQzr0qLK+3ro292sP5rB9ucH1+shX2VGE48v3svP+9KY3LctM4Z3qhPDGYUQVScBpYvYnZTD7Z9H0721N1/fHVVjU1YaTGZGfLSZnKJyfn9sAI0qeUdH1C1ZhWWMmRlNYnYxDw4KYuq17a7oYqLUYCL81d8ZHtqCt0fVzjCPzXGZTJq7nY7NPZl7V098a+ju7PYT2Uz4YhtBTRvy9d1RNgsqfbTmGO+uOkq3Vt68f3s32vpWL3h2IrOIQe+u49+3dGFcVKCVWvmn2NQ8xs6MxsvdmcX39q50cfSqiEsv4I5Z2zCaNV/fHck1LetGMfUzjmcU8urPB1l3JAPPBk5M6tuWCb0C8Wt0fp/WWpOUXcz6oxl8uCaOjIIyhndtwVPDOlg9mGoN+1PyGP35Vjo0b8TCqb2uaGhPXZZXYiD81d+5Z0A7nh7W0Wbt2H4imwe/3UVusYH/G3kNoyNaVTuYUVJuYn50Iu//cRSz1jw8OIQp/dvaVZ0lg8nMWysOM3vTCUIDvPj4jh5XHGixxpDgrMIyJs+LYX9KLq/eXDPnWagI3E+csx0PF0cW3NOr2u8N1vL11gReWBZL/2BfZk6IuKJZsPJKDHT7v1U8OiSEhwYHV+n4Kw+k8dDCPXg2cOatW7syuFOzKu3nr9LySnj2h/2sO5LBi//ozOR+ba2y36r4ZV8ajy/Zg4+7C7MmRlT7vW/90QwmztnOp+N6cGPXqgem7FlhmZGpX8Ww5XgWz93UkXv6t6sXNzqEEJcnAaW/yC81MPyDjZjN8MtD/Wq8bs2e5Fxu+WQzd/YK5JWR9ScN9qSllsThtHzO7SENXZ3OTrfepolHvZ9CNbe4nLGztnEis5Av74qsVFbSxTy2eA+/HzzNjueH1PgHxwMn87j9860ENHZn8b298XKv2UDnuiPp3Pv1Tto08WD+lKgLPujXtDO1DW7u1pJ3bwuzSkF0rTU9/72afkFN+O+Y7lZo5Z+Oni5gzMxoGjg5sOje3rVy1zwhs4g7ZlXU3fjq7qg6UQPCbNZ8HZ3IGysO4erkyL3XtmNCr8BKBe6LyozM3BDPzA3xGM1mJvRqw4PXBdHYxll0Z6TllTDyo804Ozrw4/S+tf6asbWxM6PJKipj1aPX1vqxSw0mPlkbx8frjtOqsRufjAv/22FeVyo1t4SXl8ey6uBpOjavCLzYw7Dg3OJypi3YxZbjWdzZO5Dnh3eqUqbF09/tY2XsKXa/ULUhwcnZxdw5ZzupuSV8OLZ7jU8ccDA1n/FfbMPJQbFgSlSNZZ1WhtaazzfE8+aKwwzp1JSPx/Wo0v/ghvc30NyrIvv4Sn29NYEXl8fSvZU3s+6MsPpwQIPJzAPf7OK32NO8fktX7oiq/aG8C7Yl8vzSA4QHNuaz8eFWOceazJo+b66mq78Xsyf2tEIr7UteiYFJc7ezLyWPd0aF8q8eAbZukhCillQ3oGQ/t82sQGvNCz8e4GROCf8b061WiiB3a+XNxN5t+Co6kV1JOTV+vJqUllfCqz8f5Lr/rKPvm2t49of9fL/rJD/tTeWnvaks35vKzA3xPP39fsbMjKbXG6uZ8MU2EjKLbN30GpFfauDOOds5nl7IzAkRVQ4mAdzczZ+CUiPrjmRYsYUXSsgsYtLc7Xi7uzBvcmSNB5MABnZoytxJPUnKLub2mVs5lVda48c8Y1XsKZ5bup9rQ/x4x0rBJAClFJFtG7Mjwbqv6ROZRYybbflgc0/tDcFo4+vBont74+3uwvjZ29h0LLNWjltVaXkl3DlnOy8tj6V3uyb8/ugApg0MqnQWqIerE49eH8K6Jwdya48AvtxyggHvrOXz9ccpNZhquPWXl19qYPKXMRSXm5gzqedVF0wCGNK5GUdPF5KUVVyrx910LJNh/93AB2viGBHWkp8e7Gf1YBJAS283Zt4ZwcwJ4aTmlnDrp1vOFi+2lbj0Am7+eDMxCTm8e1sY/zeyS5WH7US18yGvxMCR0wV/v/JfHDiZx78+rZgxa8GUqFqZhbJzS08WTe2FBsbMjOZgqm3+F2az5tWfD/HmisP8I7QFn4wLr/L/ILxNY3Yl5WA2V/6msNaad347zAvLYhncsSkLpvSqkdpSzo4OfDi2B9d1bMrzP+7n+50pVj/G5Xy3M4Xnlx5gcMemfHOP9W5yOToobukewLojGWQWXjjZQF2WU1TOuNnRHDiZx8d39JBgkhDiitSrDKXvd6bw+JK9PHZ91dOAq6KwzMj1763Hy82Znx7sZ1fp7ZVRUGrgs/XHmb3xBFpDr/ZNGBDse9FaEkaTmdTcUhKzi9iXksen645TbjJXaSiYPSs1mBg3ext7k3P5bHw4QzpXLx3caDLT643V9Gzjw6fjw63UyvOlF5Qy6tOtFJQaWHJfH4KaNqyR41zKjoRs7pq7Ax8PF76d2gv/Gp4W/Mxwu44tPPlmSlS1i5P+1ZxNJ/i/nw+y+ZnrrPJcEjKLGDsrmjKjmUVTe9nkLvmpvFLGf7GNuPRC7u7Xlidv6GBXQ63MZs2C7Um8vfIwJrNmxvDOjI2s/lCkI6cKeGPFIdYdyaC1jzuv3tyFa0P8rNTqysstLufOOds5lJbP7Ik9bdIGe5CYVcS176yrtSExGQVlvPbLQZbtSaVNk4r/f//g2vnbHzlVwMQ52yuy5u6MoHf7qt+YqKp1R9J58JvduDo78PmEcMIDqzdT08ncEvq+uYaX/9mZSX0r///bdCyT++bvxLOBE/MmR9b6OTA+o5Bxs7dRXG7i67sjCQ3wrrVjW7suzQ+7Unhs8V5WPtK/UjOtnlv8fGxkK14d2cVqN2AupdRgYsq8GLYcz+Td28JqJUixfG8qjyzcTd8gX2bdGWH197e49AKGvLeBzi08CWzijre7M54NnC/7v/Rs4EybJu60tmT321tx64yCMiZ8sY34zCI+Hx/OoI5Nbd0kIUQtkyFvFicyixj+wUa6+Hvx7T29an32mFWxp5j69U6eHtaR+we2r9VjV5XWmsUxyby98ghZReWM7NaSJ4Z2uKKsidP5pfzfTwf5ZX8a7f08mDsp0u6nva6M91Yd4YM1cXx8Rw+Gh1pnrPzLy2P5ZnsSMTOGVHoGlcralZTDAwt2kVNs4Jt7ouhuo2LEe5JzmfDFNvxquFB3bRznwMk8/vHhJv43phsju/lXa19bjmcybcEuFLBgSq8ayYqorOJyI2/8epivoxPPzixkrdn/quNgaj7PLd3PnuRc+gY14fVbulq99tHGYxm8tCyW+Mwi/hHaghf/0ZmmnrUzbDezsIzxsysu2j8b34PrOlqnZkldNeS99TTzdGXBlF41dgyzWfPtjiTeWnGYEoOJ+69tz7RBQbUeRE3NLWHinO0kZhXzzm2h1T6fVJbJrPlwzTH+t/oYnZp7MmtihNUC/X3fXENogFelb5As3pHM8z/up51vQ76c3LNG68ZdTnJ2MWNnRZNXbODLyT2rHVyrjIyCMh76djdb461XlyYpq5gB76zltZu7ML7X5etP1WTx879TXG60BJWyePbGjkwdUHM1eVYeSGP6N7uJCGzMl3dFXlFdqivxxq+H2JmYQ16JgdwSA/klBi71UUqjMZjOf7Bj80YMCPGjf7AvPdv42PSmzqm8Uu6YHU1abimzJ0bQtxYnjhFC2A8JKFEx7nfc7GiSs0tY8XB/WtZwZsSl3Pt1DOuOZPDLQ/0IamrfsymVG828uOwAC3ckE9nGhxn/6FStu3Vrj6Tz6KI9eLg4sfi+3jWenVKTTmQWccP7G7ipa3Or1s/ZnZTDLZ9s4e1RoYyOaGWVfWqtmbM5gTd+PURzrwZ8Mq5Hrd51vZjtJ7IZ/8U2Orfw5Jt7onB3se7duNrKhDKZNWGvrGJkt5b8+5auVd7P/OhEXl4eS1tfD2ZPjLCbAtHrj2bw1Hd7ySosZ1R4APcPbF/rbcsuKmdzXCZrD6ezbG8qjd2dmTG8MyO7tayxDx1lRhOfrYvn43VxuDo68NKIaxgVXrN3zk/nlzJu9jZScoqZdWdErWXH2LM3Vhzii40n2PXi9VYPsAMcPpXPcz/sZ1dSLr3a+fDazV1rPWvzXLnF5Uz9aifbE7K5uVtLXhnZBS+3mhuSfO4Mdv/q7s9rt3Sx6rn4scV7WH8kg5gZQy77Wi0pN/HCsgN8tzOFPu2b8On48Bp93pWRmlvCuNnbOJ1fyhcTe9ZY1pjZXDHT3JsrDlFiMPHWrdarS6O1JvL11fQL8uX927tdcr3aKn5+OTU9a1heiYG3Vx7mm+1JdG/lzVd3R9lVFlBBqYHErGKSsouJzyhky/EsYhJyKDeZaejqxHM3dbJKJu6VSskp5o5Z28guKmfOpJ5Etq354KoQwj5d9QGlU3mlTJyznfjMQj4bH261mSqqIr2glBve30ArH3e+v7+P3Q59yyos4/75u9iekM0Dg4J47PoQq7y570/J447Z0TTxcGHRvb1pVkt3/q1Ja83EuTvYnZjD6ieutepU7lprBr67jlaN3Zk/Jara+8ssLOOFHw+w4sAphnRqxn9uC6uVmkmV8VvsKe6fv5MBIX7MujPCaq+FzXGZTJkXQwvvBnwzpVeNF4W/c852TuWVVKl4cHZROe/9foT50UkM6uDHB2O7291MkLnF5bz3+1EW7kjGaDIzIqwl9w8MokPz6gfE0/JKKCk34e3ugmcDJxwdFAlZxexLyWVvch4xidnsP5mH1uDl5syIsJY8PjSkVmrfQUXg+Onv97H9RDajIwJ4ZUSXGrmjvTMxm4cX7iGnqJwvJvWsVi22+iQmIZtRn23lw7Hd+WdYS6vtt7jcyP/+OMbsTSfwcnPm+Zs68a8e/nYxU5HBZObjtXF8uCaOpo1cefe2sBrJCNgcl8lji/dYdQa7v1q8I5mnvt/H748OuOTQteMZhUybv4uj6QU8OCiIh4eE1Hr2+KWkW4K8SdnFTBsYxD0D2lo14HYwNZ8Xlh1gZ2IOUW19+Pct1g9o3j9/JwdS89j41HUXffxQWj7TFuyqteLnl2M2a1795SBzNycwPLQFr43sUu1JErTWLN+byqs/HyK7qIxJfdry+NAQqw9/rwnF5Ua2xWcze1M8m+OyGNTBj7duDa21jNkESz3HglID8yZH2iyrXQhhH67qgFJcegF3frGd/FIjn08It4tUzRX707h/wS4eHhzMo9eH2Lo5Fzh2uoC7vtxBekEZ74yyfur9zsQcJnyxjZbebiyc2qvGpquvKSsPpHHf/F01VtvjvVVH+GhtHNHPDq7yhUNJuYk5m0/w6bqKAsNPDetgl1O7frs9iWd/2M8t3f15419dq5XWbTJrftmfxhNL9tK2FmeT+2jNMd5ddZTdL1xfqYtfrTW7k3OZvzWRn/enUW40c0//tjxzYye7+SB1Men5pczaGM/86CRKDCauaenJP8Na8o/QFn87O5XWmsIyI7nFBo6lF7DhaCYbjmYQ/5di/S5ODpQbzQA0cHagq78X/YL8GBDiS2iAt03+PkaTmf+tPsaHa+Lo2LwRn4zrQTs/63zoKzeaef+Po3y+/jj+jd34cGyPOjG7Xm0xmTU9//0HA4J9rZYJuvrQaV5cFsvJ3BJGRwTw7I2d7GZmv3PtS8nl0UV7OJ5RxIiwlkwfZJ0gblx6AW+uOMwfh9Jp08S9RmawO+NMHaxXb+7ChHOGXBlMZrYcz+Knvan8si8NNxdH3r+9m13WC8sqLOP5pQdYGXuKpo1ceXxoCKPCW1X5XJSaW8Iv+9JYvjeV/SfzaOzuzPPDO3NrDQU0Z2+M57VfDrH9ufOvJ/al5PLRmjhWHTyNt7szs++MIKKN7bNPtNbM3BDPmysP4+bsyPhegUzp3/aKbtyVGU3sTMhh/bEM1h/J4PCpAkIDvHj9lq52MXT7SpnNmq+2JvDGisO4uTjyyohrGBFWcxm6UJG9OXHOdsqNZr6+O6pO/t2EENZ1VQaUSspNrD+aztPf78fZ0YEv7+ppVyfERxftYfneVL6/v49dfYBIyyvh5o83Y9Yw686IGmtbdHwWk+Zup71fQ767r0+NjWO3tuJyI0P+sx5PN2d+frBfjRSsjEsvZMh767m5W0sm9G5DWIBXpY+TWVjGqtjTfLjmGGl5pVzfuRnP3NiR9lb6AFwTzgRk/L3dePKGDowIa3lF2XDZReUsjklmwbZEkrNL6OLvyVeTo2qsNtNfRcdnMWZmNE8N68DQzs0IaOx+QWCs1GBi24lsNh7NYN3RDOLSC2no6sStPfwZ3yvQplNUX6nsonKW7q6Y2XFPci4A/t5ueLs74+VWUXy01Ggit7iibkRuiYG8EgOmc2YaauDsQK92Tegf7EcTDxdyi8vJKzFSVG6kna8HoQHehDRrWOMFYa/EOsuQ3XKjmTGRrRkX1brKgSWzWbMjIZuXfzrIobR8bo9oxQv/7GxXQzDsxWOL97D6UDoxM4ZUOYvRaDKz5nA6X21NZFNcJkFNG/L6LV3tfvhGqcHEB6uPMW9LAkXlJoZ2bsb9A9vTrZX3FX2YNJs1B9Py+XZ7Egt3JOPu7Mi0QUHc1bdNjdZm0VrT+401NPdqwKAOTcktKSersJxNcZlkF5XTyNWJG7o05/GhITarl1RZMQnZ/PvXQ+xOysXf240egY0JC/AirJU3gT7ueLk7nzfhiNFkJq/EQFpeKftP5p3NujxomckvNMCLf4a2ZFR4QI0GNPck53Lzx5t5/PoQmnk1ICmrmN3JOWyOy8KzgRN39W3LXX3b1FrWZ2UdPV3AJ2vjWL43FSdHB67v3IymjVzxdnPB290ZV6c/zwVGsyY1t4TE7GISs4o4nl5EicGEs6MiPLAxI8L8ub1n1YOA9iIuvZDHF+9hb0oePVp78/zwTlav71VqMPHRmjg+33AcLzcXFkyJskogWwhR99X7gFJQ51D99vxfgYrChpviMtl2Iptyo5m2vh58NTmy1qberqy8EgPD/rsBNxdHfnmwv10EVIrKjNz22VaSsotZcl9vOrWo2aLAaw6f5u55MYzqEcA7t4XV6LGs5a2Vh/l03XG+u693jd7Ne2LJXn7YlYJZg2cDJ3q3b0JLb7ezF1MNXZ0483lCa4jLKGTD0QxiLVMdhwV48dxNnYiqI0NntsRl8u9fDxGbmk9Xfy/u6tsG34auZ4MULudcPJYZzBxMy2dvSi77kvPYmZRDudFMVFsfJvQOZGjn5uetX9NKDSaiXl9NXokBAKXAr6HreR9+MwvLKDOacXFyILKND8O6NOfm7v51PoCQlFXMT/tSOZ5eeF7xUTcXR7zcnM9+ebs74+3mgpebMwGNKz6M2dPMcZWVmlvC678eYuWBUxjNmv7BvowKDyCijQ8tvRpc9kO+0WTmUFoBP+1L5ee9qaTmleLb0IU3/hXK9dWcIbI+W3ngFPfN30mjBk509fciNMCba1p60qaJB62buF+01o7ZrEnLLyUxq4idCTl8uz2J1LxSmns24K6+bbirb9taPUdUV25xOXM3JzB38wnyS414NnAiNMCb0AAvOjRvhLe7C96W15pJa3KLDeSVlJOeX0Z0fBab4jLJLCzHyUExvlcgD14XVCNTwV/Msz/s59vtSQA0cnXC082Z7q29GRHWkgEhfnXqPKC1ZuWBUyzbk8q+lFxS80rPe9zN2ZFGDZwoKTdRUGY87zEvN2dCA7yIauvD8NCWtPWtnVp05UYz3f5vFcXlJqBiWvvWPu6MjmjF+F6t7W6I9V8lZBbx6brjbD6eSV6x4YK/6xlODopWPu609nGnnZ8Hfdv70rt9kzoxtO1KGE1mvtuZwn9+P0pGQRk3dmnOlP7t6Naq+hm8G45m8MKyAyRmFfOv7v48N7xTnRtBIISoOfU+oOTaIli3mPjfs78HN23IgBA/BoT4EdXWtrMjXM7muEzGzd7GuKjW1Sroaw0ms+ber2NYczidLyb1ZFCH2pkS9MxMadYsQl1TErOKGPLeekaE+fOf0TUfAMstLmdzXBYbjmaw7UQWWYXll72Y6hHYmGsts4J09feyu+Ftf8ds1vy45yTv/nbkggv1i3F2VHRq4UlEoA9jIlsRYsMsn/xSA3HphSRmFZGYVUxabimmc86bjd2d6RvkS1TbJnYRPBbVk55fyqIdyXyzPYk0S1/1behCaIA3zTwbnA32ms2ak7klJGUXczKnBKNZ4+SguDbEj3+GtWRI52Z1PqhY07TW/LwvjW0nstibnMfhU/nnzYjU2N35vOwKk1lzKq+UcpP57LL+wb6MiwpkSKemdpX1dqUKSg2s2H+K3cm57EvJ5cipAozmy1+fNfFwoV+wLwOC/egf4mvVmn+VYTZrcksMeDZwqtN/+4tJLyhlf0oeaXmlFQH14nLyS4y4uzqevfnj29CVLv6etPZxt9l78r6UXHKKDQT6uOPf2M1ua3dWhsGS+WU45/XtoBRNPFzqXf+6nKIyI7M2xjNzQzzF5SY8GzidfZ0PCPGr9MRDWmui47P5aO0xNsdl0c7Xg9du7kIfOygPIoSwL/U+oBTarYf+afVGANxdnGqlboq1vP7rIWZuiOftW0MZ3dN2AZVXfz7IF5tO8H8jr+HO3m1q7bgms+bOOduISchh6bS+Np0q/e9MW7CTtYczWPfkQJsVEzeYzOSXGCj8S2CpSUPXevPBtNxoJjGryHKBXpH1Yjzn4tHRQRHSrBEdWzQ6b4iBELXNaDJzIDX/7HCWMx/czlAKWng1oLWPO22aeNC+qQeDOjS1u+EldUmpwUR8RhFJ2RXB28TsYgpL/zwfKgXNPRvQuonlb+7XsMYL89tKqcFESk7xn+fKYgNOjsqSFehCY3dnWjV2t+psWUII+5FbXM7GYxU1CTccy+B0fhkAQU0b0j/Ylz7tfWnr60ErH7ez10tlRhMpOSUcOVXAnE0niEnMwa+RK1P7t+POPoFyXSWEuKh6H1D6u1ne7JnRZGbS3B1sP5HNont72WQWhTOFkSf1acPLI66p9eNnFJQx/IONeLg6sfyBvnaZgn1mtqFHhgTzyBD7K6QuhBBCCCGuTlprjqUXWoJLmWyLz6LMMsmFUtDSUqcsLa+EM4mNLb0acN/A9oyOaGW3ozmEEPZBAkp2LqeonBEfb6LcaOanB/rV2pSgUDFd9ZiZ0fRu78vcST1tVrRw+4lsxs6KZliX5nw0trtdDdfSWnPLJ1tIzS1h3ZMDrTptsBBCCCGEENZUajARm5pPUnYRCZnFJGUXo7WmdRMP2jRxJ7CJO139vetUPTkhhO1UN6Akn55rWGMPF2ZOiOBfn2zhvvk7+XZqr1pJOT2VV8p983fR0tuND8d0t+kMGJFtfXh8aAhvrzzCtcF+Nh3+91c/70tjT3Iub98aKsEkIYQQQghh1xo4OxIe2JjwwNof+SCEEH9VqdC1UipBKbVfKbVHKRVjWRamlNpqWf6TUsrznPWfVUrFKaWOKKVuOGf5MMuyOKXUM9Z/OvapUwtP/jM6jF1JuTy6aM95NWNqQqnBxL3zd1YU9rszAi932w8zu29Ae/q0b8JLy2OJSy+0dXOAir/TWysP07F5I24ND7B1c4QQQgghhBBCiDrjSnIhB2mtu52TDjUbeEZr3RVYCjwJoJTqDIwBrgGGAZ8opRyVUo7Ax8CNQGdgrGXdq8JNXVswY3gnft1/iie/24fpb2ZvqSqtNS/8eIC9ybm8N7qbTWfHOpeDg+L927vRwNmBh77dTZnRZOsm8eWWBFJySpgxvLNNM7iEEEIIIYQQQoi6pjqDa0OADZaffwdutfw8EliotS7TWp8A4oBIy1ec1jpea10OLLSse9WY0r8dT97QgaW7T/L80v2YrRxUMps1Ly+PZcnOFB4aHMywLs2tuv/qaubZgHdGhXEwLZ+3VhyxaVsSs4r47x9HGdKpKf2CZQpVIYQQQgghhBDiSlQ2oKSBVUqpnUqpqZZlsfwZELoNOFMYxx9IPmfbFMuySy2/gFJqqlIqRikVk5GRUckm1g3TBwXx4HVBLNyRzMs/xVotU8lk1jy3dD/ztiYydUA7Hh0SbJX9WtuQzs2Y1KcNczafYO2RdJu0wWzWPPXdPpwdHHj15i42aYMQQgghhBBCCFGXVTag1E9r3YOK4WrTlVIDgMnANKXUTqARUG6tRmmtZ2qtI7TWEX5+ftbard147PoQpg5ox1dbExk7M5rk7OJq7c9oMvPEkr0s3JHMQ9cF8eyNHe1qJrW/eubGjnRs3ognFu8lvaC01o+/YFsi205kM+MfnWhhmWpVCCGEEEIIIYQQlVepgJLW+qTlezoV9ZIitdaHtdZDtdbhwLfAccvqJ/kzWwkgwLLsUsuvOkopnr2xI/+5LYxDafkM++8GFu1IQusrz1Y6nlHIXV/uYOnukzwxNITHhnaw62ASVMxO8eHY7hSVG3l88V6rD/27nOTsYt5YcZj+wb6MjrCf2eaEEEIIIYQQQoi65G8DSkopD6VUozM/A0OBA0qpppZlDsAM4DPLJsuBMUopV6VUWyAY2A7sAIKVUm2VUi5UFO5ebu0nVFcopbg1PIAVj/QnNMCbp7/fz5iZ0SyJSSa/1PC322cWlvHCjwcY+v4Gdifl8urNXXjgOvsc5nYxwc0a8eI/rmHjsUxmb4qvlWNqXTEsUAFv/Kur3QfehBBCCCGEEEIIe+VUiXWaAUstH76dgG+01iuVUg8rpaZb1vkBmAugtY5VSi0GDgJGYLrW2gSglHoA+A1wBOZorWOt+mzqoIDG7iyYEsW8rQnM2XyCJ7/bx/NLDzCwgx/tmzY8u57ZrMkvNZJXUk5usYF9KXmUGEyMi2rNQ4OD8W3oasNnUTVjI1ux8VgGb688Qq92TQgN8K7R4y2OSWbjsUxevbkLAY3da/RYQgghhBBCCCFEfaaqMsyqNkVEROiYmBhbN6NWaK3Zk5zLT3vTWHEgjazCc8pSKfBs4Iy3uzPebs4ENvFg2qD2tPdreOkd1gF5xQZu/N8GXJwc+Pmh/jR0rUyM88ql5ZUw9L0NXOPvyTdTeuHgINlJQgghhBBCCCGuXkqpnVrriCpvLwElYWvbT2QzZuZWbu7uz3uju1l9/1prJn+5g+j4bFY+0p/AJh5WP4YQQgghhBBCCFGXVDegVNlZ3oSoMZFtfXjwumB+2HWSH3dbv0770t0nWXskgydv6CDBJCGEEEIIIYQQwgokoCTswoPXBdGzTWNm/HiApKxiq+03Pb+UV346SHhgYyb2aWO1/QohhBBCCCGEEFczCSgJu+Dk6MB/x3THQcGDC3djMJmrvU+tNTN+PECpwcTbo0JxlLpJQgghhBBCCCGEVUhASdgNf2833rw1lL3Jubz+6yGqU9/LYDLz1Hf7WHXwNI8PDanzxcuFEEIIIYQQQgh7UjNTaglRRTd1bcGkPm2YuzmBrMJy3h4VSgNnxyvaR3G5kekLdrH2SAYPDw7mnv7taqi1QgghhBBCCCHE1UkCSsLuvPTPzjT1dOWd346QkFXErDsjaObZoFLbZhWWMXleDPtTcvn3LV0YFxVYw60VQgghhBBCCCGuPhJQEnZHKcW0gUEE+TXkkUV7+OeHm3jguiDCArzp2KIRrk5/ZixprUnMKmbDsQw2HM1k6/FMjGbNZ+PDGXpNcxs+CyGEEEIIIYQQov5S1alTUxsiIiJ0TEyMrZshbORQWj7TF+wiPrMIABdHB9r5eVBuNJNXYiC3xIDJXNGHW/m4MSDYj7GRreni72XLZgshhBBCCCGEEHZNKbVTax1R1e0lQ0nYtU4tPFn9+LWk5JSw/2Qee1NyiTtdiJuLI15uzni7O9PCy41+Qb608fWwdXOFEEIIIYQQQoirggSUhN1TStHKx51WPu7c1LWFrZsjhBBCCCGEEEJc9Rxs3QAhhBBCCCGEEEIIUbfYfQ0lpVQBcMTW7RCihvkCmbZuhBA1TPq5uBpIPxdXA+nn4mog/VxcDTporRtVdeO6MOTtSHWKRAlRFyilYqSfi/pO+rm4Gkg/F1cD6efiaiD9XFwNlFLVmgFNhrwJIYQQQgghhBBCiCsiASUhhBBCCCGEEEIIcUXqQkBppq0bIEQtkH4urgbSz8XVQPq5uBpIPxdXA+nn4mpQrX5u90W5hRBCCCGEEEIIIYR9qQsZSkIIIYQQQgghhBDCjkhASQghhBBCCCGEEEJcEbsNKCmlhimljiil4pRSz9i6PUJYi1IqQSm1Xym158w0jUopH6XU70qpY5bvjW3dTiGuhFJqjlIqXSl14JxlF+3XqsIHlvP7PqVUD9u1XIjKu0Q/f1kpddJyTt+jlLrpnMeetfTzI0qpG2zTaiGujFKqlVJqrVLqoFIqVin1sGW5nNNFvXGZfi7ndFFvKKUaKKW2K6X2Wvr5K5blbZVS2yz9eZFSysWy3NXye5zl8TZ/dwy7DCgppRyBj4Ebgc7AWKVUZ9u2SgirGqS17qa1jrD8/gywWmsdDKy2/C5EXfIlMOwvyy7Vr28Egi1fU4FPa6mNQlTXl1zYzwHet5zTu2mtfwWwXLeMAa6xbPOJ5fpGCHtnBB7XWncGegHTLf1ZzumiPrlUPwc5p4v6owy4TmsdBnQDhimlegFvUdHPg4Ac4G7L+ncDOZbl71vWuyy7DCgBkUCc1jpea10OLARG2rhNQtSkkcA8y8/zgJtt1xQhrpzWegOQ/ZfFl+rXI4GvdIVowFsp1aJWGipENVyin1/KSGCh1rpMa30CiKPi+kYIu6a1TtNa77L8XAAcAvyRc7qoRy7Tzy9FzumizrGclwstvzpbvjRwHfCdZflfz+dnzvPfAYOVUupyx7DXgJI/kHzO7ylc/gUuRF2igVVKqZ1KqamWZc201mmWn08BzWzTNCGs6lL9Ws7xor55wDLUZ845Q5aln4s6zzLcoTuwDTmni3rqL/0c5Jwu6hGllKNSag+QDvwOHAdytdZGyyrn9uWz/dzyeB7Q5HL7t9eAkhD1WT+tdQ8qUsSnK6UGnPug1lpTEXQSot6Qfi3qsU+B9lSkkqcB/7Fpa4SwEqVUQ+B74BGtdf65j8k5XdQXF+nnck4X9YrW2qS17gYEUJFV19Ga+7fXgNJJoNU5vwdYlglR52mtT1q+pwNLqXhhnz6THm75nm67FgphNZfq13KOF/WG1vq05WLNDMzizyEQ0s9FnaWUcqbiQ/YCrfUPlsVyThf1ysX6uZzTRX2ltc4F1gK9qRia7GR56Ny+fLafWx73ArIut197DSjtAIIt1cddqCiAttzGbRKi2pRSHkqpRmd+BoYCB6jo3xMtq00EltmmhUJY1aX69XLgTsvMQL2AvHOGUQhRp/ylVswtVJzToaKfj7HMmNKWioLF22u7fUJcKUu9jC+AQ1rr9855SM7pot64VD+Xc7qoT5RSfkopb8vPbsD1VNQLWwuMsqz21/P5mfP8KGCNJSP1kpwu96CtaK2NSqkHgN8AR2CO1jrWxs0SwhqaAUsttc2cgG+01iuVUjuAxUqpu4FEYLQN2yjEFVNKfQsMBHyVUinAS8CbXLxf/wrcREVBy2LgrlpvsBBVcIl+PlAp1Y2K4T8JwL0AWutYpdRi4CAVswlN11qbbNBsIa5UX2ACsN9SdwPgOeScLuqXS/XzsXJOF/VIC2CeZUZCB2Cx1vpnpdRBYKFS6jVgNxXBVSzfv1ZKxVExCcmYvzuA+puAkxBCCCGEEEIIIYQQ57HXIW9CCCGEEEIIIYQQwk5JQEkIIYQQQgghhBBCXBEJKAkhhBBCCCGEEEKIKyIBJSGEEEIIIYQQQghxRSSgJIQQQgghhBBCCCGuiASUhBBCCCGEEEIIIcQVkYCSEEIIIYQQQgghhLgi/w/9pAHBbLdVrwAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.rcParams[\"figure.figsize\"] = [20, 8] # width, height\n", + "plt.rcParams['xtick.direction'] = 'out'\n", + "\n", + "fig, axs = plt.subplots(len(dfs), sharex=True, gridspec_kw={'hspace': 0.2})\n", + "plt.suptitle('Names', fontsize='30')\n", + "\n", + "labels = [None] * len(dfs)\n", + "\n", + "for i, (k, v) in enumerate(dfs.items()):\n", + " ymax = v.max()\n", + " axs[i].set_xlim(0, 300)\n", + " axs[i].plot(v)\n", + " name = k.replace(\"nh\", \"nne\") # for some reason \"nne\" seems to be replaced by \"nh\" in the names\n", + " axs[i].text(250, 0.99 * ymax, name, color=\"black\", fontsize=20)\n", + " labels[i] = name" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Clustering the Series\n", + "\n", + "In order to begin clustering the series, we first compute the distance matrices. Entry (i, j) in a distance matrix corresponds to the distance between time series i and j under some measure. In this case, we compute a distance matrices for the MPdist. The MPdist is computed by simply calling `stumpy.mpdist` with the two time series, a window length of `30` and a threshold of `0.05`." + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": {}, + "outputs": [], + "source": [ + "mp_distance_matrix = np.zeros((len(dfs),len(dfs)))\n", + "\n", + "for i, (k_1, v_1) in enumerate(dfs.items()):\n", + " v_1 = v_1.to_numpy()[:, 0].astype(float)\n", + " for j, [k_2, v_2] in enumerate(dfs.items()):\n", + " v_2 = v_2.to_numpy()[:, 0].astype(float)\n", + " if not i == j:\n", + " mp_distance_matrix[i, j] = stumpy.mpdist(v_1, v_2, 30, percentage=0.05)" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [], + "source": [ + "# Clusters the data and plots it from distance matrix\n", + "def plot_cluster(distance_matrix):\n", + " linked = linkage(squareform(distance_matrix), 'complete') \n", + "\n", + " fig = plt.figure(figsize=(15, 12))\n", + " outer = gridspec.GridSpec(1, 2, wspace=0.2, hspace=0.2)\n", + "\n", + "\n", + " ax = plt.Subplot(fig, outer[1])\n", + "\n", + " x = dendrogram(linked,\n", + " orientation='right',\n", + " labels=labels,\n", + " distance_sort='descending',\n", + " show_leaf_counts=False,\n", + " ax=ax)\n", + " fig.add_subplot(ax)\n", + " inner = gridspec.GridSpecFromSubplotSpec(len(dfs), 1, subplot_spec=outer[0],\n", + " wspace=0.1, hspace=0.1)\n", + " \n", + " for i, name in enumerate(x['ivl'][::-1]):\n", + " ax = plt.Subplot(fig, inner[i])\n", + " ax.set_xlim(0, 250)\n", + " fig.add_subplot(ax)\n", + "\n", + " ax.axis(\"off\")\n", + " key = name.replace('nne', 'nh')\n", + " ax.plot(dfs[key])\n", + "\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_cluster(mp_distance_matrix)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A careful observation reveals that the hierarchical cluster slightly deviates from the original figure from the paper (in the original figure, Lisa and Beth is swapped). This is owing to a mistake in the paper as acknowledged in its [supporting website](https://sites.google.com/site/mpdistinfo/) - the code that generated the original figure used 0.5 as its threshold instead of 0.05. Nevertheless, the three names (Lisa, Beth and Lisabeth) are still within the same large cluster." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "base", + "language": "python", + "name": "base" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} From b7b24092a8e4f2987784267e24c98e738df4daab Mon Sep 17 00:00:00 2001 From: Asif Mallik Date: Thu, 29 Jul 2021 23:24:48 -0400 Subject: [PATCH 2/7] Various fixes and minor changes: - Correct spelling and capitlization errors - Make explanations better and less ambiguous - More succint code - Variable renaming --- docs/Tutorial_MPDist.ipynb | 50 ++++++++++++++++++-------------------- 1 file changed, 23 insertions(+), 27 deletions(-) diff --git a/docs/Tutorial_MPDist.ipynb b/docs/Tutorial_MPDist.ipynb index e85523b9d..b4dd72c7e 100644 --- a/docs/Tutorial_MPDist.ipynb +++ b/docs/Tutorial_MPDist.ipynb @@ -6,13 +6,13 @@ "source": [ "# Clustering Time Series using MPdist\n", "\n", - "This tutorial replicates figure 5 from [Matrix Profile XII](https://ueaeprints.uea.ac.uk/id/eprint/69244/1/ICDM_2018_Shaghayegh.pdf). The figure compares results from hierarchal clustering time series under two different measures: the euclidean distance and matrix profile distance (MPdist).\n", + "This tutorial replicates figure 5 from [Matrix Profile XII](https://ueaeprints.uea.ac.uk/id/eprint/69244/1/ICDM_2018_Shaghayegh.pdf). The figure compares results from hierarchical clustering time series under two different measures: the Euclidean distance and matrix profile distance (MPdist).\n", "\n", "### What is MPdist?\n", "\n", - "Informally, MPDist can be described as encoding the similarity of the subsequences of two time series. For instance, if two time series is made up of the same repeating subsequences of window length `L`, then they would MPDist of 0 (if window size for MPDist is set to `L`), even if they are phase shifted. On the other hand, the euclidean distance would be non-zero as long as they are phase shifted.\n", + "Informally, MPdist can be described as encoding the similarity of the subsequences of two time series. For instance, if two time series is made up of the same repeating subsequences of window length `m`, then they would MPdist of 0 (if window size for MPdist is set to `m`), even if they are phase shifted. On the other hand, the Euclidean distance would be non-zero as long as they are phase shifted.\n", "\n", - "More concretely. given a threshold `p` and window length `L`, the MPdist between two time series is the smallest distance such that `p * 100%` of their windows of size `L` have a lower euclidean distance to some window of equal size in the other . " + "More concretely, given a threshold `percentage` and window length `m`, the MPdist between two time series is the smallest number such that it is higher than the specified `percentage` of the pairwise distances in the join matrix profile for the two time series parameterized by window size `m`. " ] }, { @@ -26,7 +26,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -53,14 +53,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Before diving into our main example, we would like to test our initial assertion that two phase-shifted time series with the same repeating subsequence would have MPDist 0. Here we generate a random motif of length 20 and self-join 10 times. Then, we take two subsequence from within this so that they are just phase shifted form of each other. Despite being very similar to each other, we immediately notice that the euclidean distance is non-zero. However, due to our definition of MPDist, each subsequnce of length 20 (or even higher window length) would have a subsequence that exactly matches that in the other time series. So, MPDist here is 0. Although this is a contrived case, it illustrates the limitation of using euclidean distance to encode similarity between time series.\n", + "Before diving into our main example, we would like to test our initial assertion that two phase-shifted time series with the same repeating subsequence would have MPdist 0. Here we generate a random motif of length 20 repeated 5 times. Then, we take two subsequence from within this so that they are just phase shifted form of each other. Despite being very similar to each other, we immediately notice that the Euclidean distance is non-zero. However, due to our definition of MPdist, each subsequnce of length 20 (or even higher window length) would have a subsequence that exactly matches that in the other time series. So, MPdist here is 0. Although this is a contrived case, it illustrates the limitation of using Euclidean distance to encode similarity between time series.\n", "\n", "We use a slightly higher window length than the original motif of 30 and use a threshold of 0.05." ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -77,15 +77,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "Euclidean Distance: 216.26372788796553\n", - "MPDist: 0.0\n" + "Euclidean Distance: 166.85023224436938\n", + "MPdist: 0.0\n" ] }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ - "
" + "
" ] }, "metadata": { @@ -96,19 +96,16 @@ ], "source": [ "motif = np.floor(np.random.rand(20) * 50)\n", - "base = np.concatenate([motif] * 10) # generates a longer sequence to choose two phase-shifted subsequences from\n", + "base = np.tile(motif, 5) # generates a longer sequence to choose two phase-shifted subsequences from\n", "\n", - "t_1 = base[:100]\n", - "t_2 = base[15:115]\n", + "t_1 = base[:50]\n", + "t_2 = base[15:65]\n", "\n", - "plt.rcParams[\"figure.figsize\"] = [20, 4] # width, height\n", - "plt.rcParams['xtick.direction'] = 'out'\n", + "plt.style.use('stumpy.mplstyle')\n", "\n", "fig, axs = plt.subplots(2, sharex=True, gridspec_kw={'hspace': 0.2})\n", "plt.suptitle('Phase-shifted Random Motif', fontsize='30')\n", "\n", - "axs[0].set_xlim(0, 50)\n", - "axs[0].set_xlim(0, 50)\n", "axs[0].plot(t_1)\n", "axs[1].plot(t_2)\n", "\n", @@ -116,7 +113,7 @@ "mp_dist = stumpy.mpdist(t_1, t_2, 30, percentage=0.05)\n", "\n", "print(\"Euclidean Distance: \", euc_dist)\n", - "print(\"MPDist: \", mp_dist)" + "print(\"MPdist: \", mp_dist)" ] }, { @@ -125,7 +122,7 @@ "source": [ "## Loading the data\n", "\n", - "We load the data from the [companion website](https://sites.google.com/site/mpdistinfo) of the MPdist paper as pandas dataframes. The dataset is for handwriting data for some common female names." + "We load the data from the [companion website](https://sites.google.com/site/mpdistinfo) of the MPdist paper as pandas dataframes. The dataset is for handwriting data for some common American names." ] }, { @@ -156,16 +153,16 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 4, "metadata": { "scrolled": true }, "outputs": [ { "data": { - "image/png": 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\n", 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/isolbk5jjLkZuBmgefPmNTr2x5U7eWDKMvL2lvHEsA6M6NPCZbNjjDH867z2XPT6HF6fuY57z2rnkvPUp9w9pfzrq1SmLt1G57hgXrqyLbEhvoQHev9l1s0+e0rLycwvqUoeFJOZX0JWYQnTU3fw1q/rGdG7+Uk3W6mopJzr3lvA/E3ZDO0QxVMXdSQ0wPuYx3l5uBET4ktMiC89WjTd3/5D6g7+/ulSzvvfbF6+shuD2oS7Mnyny9tbxtQlGXyyYOv+mVpN/b2ICPQmPNCb2BAfDIe/Byoclt1FJSxPz2VHfjHjZjvo1zqM8MBj/3vWlMNh+WjeZp7+Lo3i8gpC/b0IC/AmIsiHuCbu+2MsrXAwZ/0upi7dhpuBHi2acM/pbTglIczpMUnD878Z65iyKIO/ndHmmMmkfVqE+vP0xZ246+PFvPTTWv5xVttjHyQiIiIicoKpTkIpHUi31s6r+vhzKhNKGGM8gIuBHgf0zwAO/Kk7rqqNo7T/hbV2LDAWKmsoVSNG8vaW8fjXK5m8KJ2k6CA+uKE3SdFB1Tm0Vro1b8JF3WJ5+7eNXNmzOc2antgzSg60eEsOt3yQQnZRKX87ow23D259zN+0+3l5EB/mccjywpah/vxz8jJSt+XTMTbYlWHXKWst/5y8jIWbs3n+si5c0j221gmzMztE8fWdgdz6YQqj3pvPQ+ckceOAVk6K2HWKyyoYN3sjr/2yjj2lFbSPDuLxYR0Y1iWWYD/PGo+3ZGsuF772O/M27ua8zjFOjXVb7l7++fkyZq/bxYDEMJ67tDPRwb5H7O9wWJZXzbaasjidq9+Zx9AOUTx0btJJ9TUvf/XVkgxe/HENF3eP5c5TE2p07AVdYpi9NovXZq6jb+tQJSBFRERE5KRzzISStXaHMWarMaattXY1cBp/1j06HUiz1qYfcMhUYKIx5kUqi3InAvOpXDmSaIxpSWUi6UpgeG0vYPPuIj5duJVJC9LJ2VPKnacmcOepiUdcZuQK/xzalu9XbOfZaWm8Nrx7nZ3XlTbvLuKGCQsJ8Pbgy9Gn1DoJdHr7SNymwPTUHSdVQumd3zby7bLt3H92Oy7tEee0cePD/Pni9lP4v0lLeOq7VSRFBzXYB1JrLT+u3MmT365iS/YezuoQyZ2nJtb689wxJgh/L3fmbnBuQmnxlhxGvjufCoflqYs6MrzXsWfNubkZujQLoUuzEG4b3Jpxszfy6ox1zFidyd/OaMOtg1o7LT5XKa9wsGRrLrPWZJG798+lq27GVC0z9CYi0JuYEF9ahwfU6ffQhmjhpmzu/WwZvVo25ZmLOx1XovixCzqQsjmHeyYt4fu7BxBWjZmLIiIiIiIniuoW/bkT+Khqh7cNwHVV7Vdy0HI3a22qMeZTKpNO5cBoa20FgDHmDmA64A68a61NPdaJdxeVMj11BxGB3gR4e5BVWEJWQQk784uZuTqLOet342ZgcNsI7jotka7NQqp5Sc4THezLrYNa89JPaxnVL5ue8U2PfVADlrenjOvGL8BhLROu70VLJxQzb+rvRe+WoUxbsYO/n3lyLP+Ys24Xz3y/irM7RnHLQOfPIPL1cufFK7pw/v8KGuwDaXmFg7snLeHbZdtJjAjgwxt60z/ROYkvD3c3erZsytwN2U4ZDyBtRz6j3ltAEz8vPrihFy1Ca35v+3i6M3pIAhd3j+XRr1J59vs0kqKDGuzSxHkbdvPRvC3MWptF7p4y3N0MQT5/fuuvcFQWiT+Ql7sbbaMC6RgbxKU94v6yJLMx2LSriJveX0hsE1/eGtEDb4/jq8Hn5+XBq8O7M+y133nmuzReuLyLkyMVEREREak/xtpqrSirN97RiTb62pcO+16zpr5c3qMZlybHHXW5Sl3YW1rBqS/MJDzQm69Gn3LC1gkqLXcw8t15pGzO4cMbetO7VajTxp4wZxOPTk3lp78NIiEiwGnj1odtuXs573+zaervxZejTyHAhQXZV23PZ9hrv9O3VSjvjeqJm1vDubce/WoFE/7YzN/OaMNtg1sfsvNVbb3563qe/T6NBQ+dXus6Spt3F3Hpm3/gZuDzW/s5ZalaSXkF57z8G8VlDn74v4ENqjD/3tIK/j0tjfFzNtHU34vBbcM5tV0EAxLDCfb96xLE0nIHWYUlZOYXsyV7Dyu35bNiWx7L0vOwFr65s7/Tdsls6HL3lHLx63PI2VPKF7ef4pTr/mV1Jl3jQmiigu4iIiIi0oAYY1KstcnHe3zDefo5gnZRQXx4R38yC4opLCknPKByO/rwQJ/DFoWuL75e7tx1WiIPTFnO/I3ZTk3E1BVrLQ9+sZy5G7L57xVdnH4NZ3WI4tGpqUxP3UFCRM3qkTQkxWUV3PphCmXlDt66podLk0lQucPYI+e155EvVzBu9kZucsFsqOPx3u8bmfDHZm4a0JK7Tkt0yTn6VN2Dta2jtDO/mBHj5lFW4eDTW/o6re6Rt4c7/76kM5e++Qcv/LCGf53f3inj1taiLTn849OlbNhVxKh+8dw3tN1Rd7r08nAjNsSX2BBfujVvsn9nvYzcvZz90izu/Hgxk2/rd9Ivgystd3Drhymk5+zlo5t6Oy2JNqRthFPGERERkfr11FNP8fDDDwOQlpZG27Ynx8oLkePV4J8OPN0NneKCOS0pkmFdY+mXEEZCRCDBvp4NJpm0z7CuMQT6ePDhvC31Hcpxmbp0G5+npHPXaYlc1M159YD2iQr2oVvzEKat2OH0seuKtZZ/fbWCZel5vHB5F1qH181MqxG9mzO0QxT/npbG0q25dXLOo/lp5U6e+GYlZ7aP5P6zk1x2nn11lP5Yv/u4x8gvLmPkuPlkF5Yy4bpetIkMdGKEkBzflGv6tOC9ORtZvCXHqWMfjymL0rn0jTmUlDuYeGNvHrugw1GTSUcTG+LLc5d2YXlGHs9NS3NypA2LtZYHplQm1J+7tPMJv3RZREREnMtayzvvvLP/GfTtt9+u54hE6l+DTyidSPy8PLikexzTVmwnq6CkvsOpkYLiMp76dhWd44K520WzTQCGdohieUYe6Tl7XHYOV5o4fwufLkznzlMTOLNDVJ2d1xjDvy/pTHigN//8fBml5Y46O/fBlqXnctcni+kQE8xLV3bF3YVL8P6so3R8CaWyCgejP1rE+qxCxo5MpouLaqz9c2hbooJ8uH/y8nr93Pyxfjf3TV5Gn1ahTLtnAP2cUMh9aMcoRvZtwTuzN/JLWqYTomyYnv9hNZMXpXPP6Ylc2C22vsMRERGRBuaHH35g06ZNXHvttURFRTFhwgRKS0vrOyyReqWEkpON6NOCsgrLpwu31ncoNfLST2vJKizhiWEdXZogOKsqCTM9dafLzuEqi7bk8NjUVAa1Ceee09vU+fmD/Tx58sKOrN5ZwJu/rq/z8wPMXJ3JVWPn0sTPi3HXJuPn5fpVs31ahbI+q4jMguIaHbdvNtlva3fx9MWdXLpLXqDPn5+b12euc9l5jmZ9ViG3fphCi1B/3hjRg0Afz2MfVE0PnpNEu6hA/v7ZUr5cnMGc9btYl1lAZkExaTvymbUmi89T0pmyKJ20HfmUV9RfUu14jJ21ntd+Wc9VvZq7NKEuIiIiJ659M5Juuukmrr76anbt2sUXX3xxSL/HHnsMYwwzZ87k888/p1evXvj5+dG0aVOuvPJKMjIyDjlm8ODBGGMoLy/n6aefJjExEW9vb5o1a8Z99913xMRVWloao0aNolmzZnh5eREZGcnw4cNZvXq1cy9e5AgafA2lE01CRAB9W4Uycd4Wbh3U2qXJGWdJ25HP+DmbuKpXc5fN4NgnPsyfdlGBTF+xgxv6t3TpuZwps6CY2z5MITrYl5ddPCvnaE5LiuT8LjG8OmMd53SKIiHCucu3jmbSgi08+MUK2kQG8t6onkQE+dTJeffXUdqQzfldql9HaeysDXw8fyu3D27N5cnNXBXefqclRXJRt1j+N2MdpySE1emSqeyiUq4fvwAPN8N7o3oeUnS7tnw83Xl1eHcueWMO90xacsz+3h5utIsOold8E4a0i6BnfFOnF2x3lk/mb+Hp79I4r3M0T17YscEtpRYREZH6t3PnTqZOnUqbNm3o168fQUFBvPDCC4wdO5YrrrjisMe8/vrrTJ06lQsuuIBBgwYxb948Jk2axNKlS1myZAne3oduODN8+HB+++03zj77bIKCgvjuu+947rnnyMzM5L333vtL32nTpnHxxRdTVlbG+eefT0JCAunp6UyZMoVvv/2WX375he7du7vk30NkHyWUXGBEnxaMnriImaszOS0psr7DOSprLY98uYIgHw/uPbNuisqd3TGal35eQ2Z+cZ0lJWpj6dZcbv9oEXl7y5hyWy9C/Op3p6ZHz2/Pb2uzuH/ycj69pa/Ld32z1vLfH9fwyox1DEgM4/Wruzt19suxdIwJIsDbg7kbdlcroWSt5bOUdJ6dlsa5naL5Rx3d1wBPXNiRxVtyuPvjxXx394A6uVeKyyq45YOFbM8r5uOb+jit4PjBEiICmPvAaWTk7iWzoJisghLy9pbR1N+LiEAfIgK9KXc4SN2Wz4qMyh3iJszZzNu/bSTQ24P+iWEMaRfB4LbhRAQ2jK/7b5Zt44EvljO4bTgvXl5/iWIRERFp2N577z3KysoYNWoUAB07dqRHjx788ssvrFu3joSEQzccmjZtGgsWLKBTp07724YPH87HH3/MV199xeWXX37IMevXryc1NZWmTSt/MfnUU0/RpUsX3n//fZ555hmioipXe+Tk5HDVVVfh5+fHrFmzaN/+z41hVqxYQZ8+fbjxxhtZtGiRM/8ZRA7RMH9lfII7s0Mk4YHefDh3c32HckxTFmWwYFMO95/drs62tD6nUxQGOP3FX3n0qxWs3JZfJ+etKWstE+dt4bI3/wDg01v60j4mqJ6jgrAAbx45tz0LN+fw0TzX3mP5xWXc+mEKr8xYx+XJcbw7qmedJpOgqo5SfJNq1VHKLirljomL+efny+gV35QXLu/i8oTbgQK8PfjfVd3JKizhn58vw1rr0vOVVTi4Y+IiFm7O4cXLu9CjRROXns/Xy52EiAD6tQ5jWNdYRvaN57zOMfRq2ZT4MH8SIgIZ1jWWh85tz6Rb+rL4X2fw1jU9OLdzNIu25FR+Xp76mQtenc1rv6yjqKTcpfEezeItOfxt0lKSWzThjat7nPQ72ImIiMjx2VeM283NjZEjR+5vHzVqFNbaIxbnvuuuu/6STILK5XIA8+fPP+wx//73v/cnkwD8/f25+uqrcTgcLFy4cH/7+++/T25uLmPGjPlLMgkqk1033XQTixcvZuXKlTW7WJEa0gwlF/B0d+PKns149Zd1bM3e47IZA7W1t7SCZ75Po2uzEC7r4folQfskRgby6S19+WDuZj5esJUJf2ymU2wwV/RsxgVdYwiq44TF4WzP28vz09cweVE6A9uE8/IVXess4VYdF3eP5cslGTz7fRrdWzShQ0yw08+xekcBt36YwpbsPTx8bhI39G9Zb8uB+rQK5ZfVWUed1fbTyp3cP2U5eXtLufesttwysBUe9bDMqlNcMPcNbceT367ig7mbGdk33iXncTgs//hsKT+tyuSJCztyXufqLwesK/7eHpzVIYqzOkRhrWXl9nxmrs5iRlom/5m+mglzNvHAOe24sGtsnd5bWQUl3PbhIiKDvXl7ZPJx74InIiIiJ78ZM2awfv16zjrrLGJj/9y4Y/jw4fz9739n/PjxPPnkk3h6/vUZJjk5+ZCxmjWrfObKyTn8zsDVPeaPPyp/4b106VIee+yxQ45Zs2YNAKtWrTok4STiTEoouchVvZrz2i/r+GjeFu4/u119h3NYH8/fwq7CEl4b3q1OZ3FA5VbryfFNGbOnlK+WbOPj+Vt4+MsVPPntSs7pFM3F3eLo1bJpnc4aKKtw8POqTCYt2MKva7KwwF2nJXL3aYkNbimMMYZnLu7E5W/+weVv/sHrI3owqE24U8Z2OCxfLM7g4S9XEODjwcQbe9O7qo5RfdlXR2nuxmwuqFr2VlruYP7GbH5ZnckvaZls2FVEUnQQH9zQi6To+p1JdkP/lsxZv5snv1lFx9hgujd37swhay2PTk3lqyXbuPestlzTp4VTx3cFYwwdYoLpEBPM6CEJLK4qcv9/k5bywR+beXxYRzrGOj8xerCyCgejJy4id28pk2/rV+9LWEVERKRhGzt2LMD+5W77NG3alPPPP5/Jkyfz1Vdfcemll/7l/ZCQkEPG8vCofPyuqKg47Lmqe8zu3ZUz9480O2qfwsLCo74vUltKKLlITIgvpyVF8unCrfzfGYl4ezSs34AXl1Xw1qz19GrZtF6TBSF+XlzbL56RfVuwPCOPTxZsZeqSbUxZlEGAtwf9E8IY0i6cIW0jnFpvaUVGHo9/s5IFm7L3t+1bnRQV5MPtgxO4PLkZzUMb5uwygLgmfky5/RSuG7+A68cv4OmLOnJFz+bHPV6Fw/L9iu28OmMdaTsK6BnfhNeGd28Qda46VNVReuGH1Yz7bQOZBSVkFZRQ7rB4ebjRp1Uo1/VvyRXJzRrE0iVjDM9f1oULX/udkePmM/66niQ7qUi3w2F55vvK2U+3DGzF7YNbO2XcutateRO+uP0UPl+UznPTVjPstd8ZPSSBO09NcGkB72e+S2P+xmz+e0UXl8zsExERkZNHVlYWX375JQBXXXUVV1111WH7jR079pCEkisFB1f+DLN06VI6d+5cZ+cVOZgSSi40ok8Lfly5k2krdjCsa+yxD6hDn6WkszO/hBcu61rfoQCVD+Cd40LoHBfCw+cm8fu63cxIq5x5Mi11BwAdY4M4tW0E/RPDCfA+8q0bEeRNWMChuyYA7C4s4fkf1vDJgi009fPi5oGt8D7g4bVr8xAGtYlocDOSjiQq2IdPb+nD6ImLuW/ycpal5zG4bQQdY4OICvKp1jKirdl7mJGWyft/bGJ9VhGtw/357xVdOL9zTL0sGTscD3c3runbgl/SMgny9SQhIpCIIG96NG9Cv4RQ/Lwa3reypv5eTLqlD1e/PY+R785n3LU96du6dsnb3D2l3P3JEn5dk8U1fVpw/9ntTuhdydzcDJcnN+OsDlGMmZrKKz+v5edVO3nx8q60jXL+DoaTU9J59/eNjOoXz0Xd4pw+voiIiJxcJkyYQGlpKT169KBr166H7TN16lR++uknNm7cSMuWdbOLdZ8+fZg8eTK//fabEkpSrxreU9hJZEBCGC1C/fhw7uYGlVAqLXfw5sz1dG8ewikJ9buU6XD8vDw4o30kZ7SPxFrLqu0F+5c1vfrLOl6Zse6YY0QGedMxJph20YGUljvILCghM7+EFdvy2FtawfWntOSu0xKdvr16fQj08WTctck8OjWVifO38NG8LUBlQiM+1K9yB64gb8IDvPE8YPbOroISZq7JYl1m5VTYpOggXh3ejbM7RjfIhNp9Q9tx39CGuXz0SKKDffnk5j5c/c48rhs/n3dG9qR/YthxjbUiI49bP0xhZ34xT13UkeG9mp/QyaQDBft68uIVXTmzQxQPfbGc8/83m9uHtObWQa3x8XTO7M5xszfy5Lcr6dOqKQ+dm+SUMUVEROTktm9J2euvv06vXr0O2+eRRx7hySef5J133uGpp56qk7iuu+46nnrqKcaMGUPPnj0Pic3hcDBr1iwGDx5cJ/FI46WEkgu5uRmu7t2cp79LI21HPu2i6n+HMIApi9LJyN3Lkxd1bPAPpMYY2scE0T4miNFDEsjdU8qiLTmUlh9p9yxLRm4xqRl5rNiWxy+rM/HycNu/rfkZ7SO5fXBrEiKcP/uhPnm6u/H0RZ146Jwk0nbk79+6fWv2XtZlFTJn/S7yi8sPOsbQq2VTruzZjFPbRdAqPKCeoj+5RQT58PHNfRjxzjxGvjuPwW0juKLq3/xYS7tKyiuYvzGbn1dlMnH+FkL9vfj0lr50c3JNpoZiaMcoesY34bGvV/LST2v5bGE6D5+bxNCOUcf9vcrhsDz57Sre/X0jZ3WI5KUrurl0SZ2IiIicHGbOnMmaNWvo1KnTEZNJADfccANPPfUU7733HmPGjKmT2EJDQ/n888+56KKL6NOnD6eddhodOnTAGMPWrVv5448/2L17N8XFxXUSjzReSii52GU9mvH8D2v4aO4WnriwY32HQ3mFg9dnrqdzXDCDnVTEuS6F+HlxarvIavcvr3Dg7mYafOLMWfy9PejRoik9Whxar6ekvAKH48+PPdyNHqzrSFiAN5Nu7stbs9bzeUo6M9IyCQvwZmjHSDrHhtAhNojEiEAKistYUZUMXLwllznrd7GntAIvDzfOSIrk8WEdCD3Ccs6TRWiAN/+7qhtX927OY1NTue2jRfRtFcqjF7SvcVI+v7iM+z5fxvcrdnDdKfE8fG77Bjn7TkRERBqefbOTbrzxxqP2i4+P5/TTT+fHH3/k66+/rovQADjttNNYtmwZzz//PNOnT+e3337Dy8uLmJgYTj31VC655JI6i0UaL2PtkWZ6NAzJycl24cKF9R1Grfxt0hJ+WLmTuQ+edtTaP3Vhcko6f/9sKW+PTOaM9tVPzIiIc5RXOJi5OotPFmxl7obdFJZUzhxzdzNUOP78ftwi1I/+CWGc2i6Cfq3DGuXW9uUVDj5esJUXflhNQXE5I3o35//OaHPUndmstczfmM2khVv5bvl2SsodPHxue27oXzc1DUREREREThTGmBRrbfJxH6+EkuulbM7hkjfm8OSFHRlRj9t7F5dVcNoLvxLi58k3d/ZvNLN2RBoqh8OyOXsPKzLyWLU9n6b+XnSICaZ9TNBJUd/LWXL3lPLCD2v4aN5mgn09GdWvJS1C/YgI9CY80JtdhaWkbssjdVs+KZtz2JK9h0BvDy7oGsNVvZrTMVa7uYmIiIiIHEwJpROAtZZzX5mNw1q+v3tAvSVyXp2xlud/WMPHN/Wp9W5TIiJ1bdX2fB7/eiV/bNh92PejgnzoGBvE2R2jOadTdKOc1SUiIiIiUl21TSiphlIdMMYwok8LHvxiOQs359Az/tD6Nq62M7+Y12euZ2iHKCWTROSElBQdxMc39yG/uIzM/BIyC4rJKigh2NeTDjHBhAee3PWlREREREQaElXkrSPDusYQ6u/F09+twuGo+1lh/5m+mvIKywPnnFjbrouIHCzIx5OEiAD6tQ5jWNdYBreNUDJJRERERKSOKaFUR/y9PXjgnCQWb8nls5StdXru5el5fJ6SznX942kR6l+n5xYRERERERGRk48SSnXoku6x9IxvwrPfp5FTVFon57TW8vg3qYQFeHHHkIQ6OaeIiIiIiIiInNyUUKpDxhieuLAj+cXlPDd9dZ2cc9KCrSzYlMM/zmxLoI92jRIRERERERGR2lNCqY61iwpiVL94PlmwhSVbc116rqVbc/nX1FT6J4RxWXIzl55LRERERERERBoPJZTqwT2nJxIe4M0jX66gvMLhknPsLizhtg9TCA/w5pWruuHuZlxyHhERERERERFpfJRQqgeBPp48en4Hlmfk8djXqVjr3F3fyisc3PnxYnYXlfLWNT1o6u/l1PFFREREREREpHHzqO8AGqtzO0ezLKMVb/26gfhQf24c0MppY/97Whpz1u/m+cu60DE22GnjioiIiIiIiIiAEkr16r6z2rFl9x6e+m4VzZv6cWaHqFqNV1xWwb++WsGnC9MZ2bcFl/aIc1KkIiIiIiIiIiJ/0pK3euTmZnjx8q50jgvh7k+WsDw977jH2pq9h0vemMOnC9O589QEHj2/gxMjFRERERERERH5U7USSsaYEGPM58aYNGPMKmNM36r2O6vaUo0xzx3Q/wFjzDpjzGpjzFkHtA+taltnjLnf+Zdz4vH1cuftkZV1jq4Y+wdvzFxPSXlFtY/P21PGZwu3ct7/ZrMlew/jrk3m72e2VRFuEREREREREXGZ6i55exmYZq291BjjBfgZY4YAw4Au1toSY0wEgDGmPXAl0AGIAX4yxrSpGuc14AwgHVhgjJlqrV3pxOs5IUUE+jDplj6M+Xol/56WxqQFW3j43PaclhSBMX9NDO0pLWfV9nzmb8zhl7RMUrbkUOGwtI8O4o0R3WkR6l9PVyEiIiIiIiIijcUxE0rGmGBgIDAKwFpbCpQaY24DnrXWllS1Z1YdMgz4pKp9ozFmHdCr6r111toNVeN+UtW30SeUAOKa+PH2yGRmrclizNep3Pj+QgJ9PIgI9CYi0IcgXw/WZxWxPquQfZvCtY8O4tZBrTi1XQRdmzXRrCQRERERERERqRPVmaHUEsgC3jPGdAFSgLuBNsAAY8xTQDHwD2vtAiAWmHvA8elVbQBbD2rvfbgTGmNuBm4GaN68ebUv5mQwsE040+4ZyOSUdFZtzyezoITMghLWZRbSMiyA8zpH0zEmmM5xwUQE+dR3uCIiIiIiIiLSCFUnoeQBdAfutNbOM8a8DNxf1d4U6AP0BD41xrRyRlDW2rHAWIDk5GTrjDFPJJ7ublzZq3El0kRERERERETkxFGdhFI6kG6tnVf18edUJpTSgSnWWgvMN8Y4gDAgA2h2wPFxVW0cpf2IUlJSCo0xq6sRp8iJLAzYVd9BiLiY7nNpDHSfS2Og+1waA93n0hi0rc3Bx0woWWt3GGO2GmPaWmtXA6dRWfdoPTAE+KWq6LYXlV9wU4GJxpgXqSzKnQjMBwyQaIxpSWUi6UpgeDViXG2tTa75pYmcOIwxC3Wfy8lO97k0BrrPpTHQfS6Nge5zaQyMMQtrc3x1d3m7E/ioaoe3DcB1QBHwrjFmBVAKXFs1WynVGPMplUmncmC0tbaiKtg7gOmAO/CutTa1NsGLiIiIiIiIiEjdq1ZCyVq7BDhcdnbEEfo/BTx1mPbvgO9qEJ+IiIiIiIiIiDQwbvUdQDWMre8AROqA7nNpDHSfS2Og+1waA93n0hjoPpfGoFb3ualcpSYiIiIiIiIiIlI9J8IMJRERERERERERaUCqlVAyxmwyxiw3xiw5sAq4MeZOY0yaMSbVGPNcVVu8MWZvVd8lxpg3D+jfo2qcdcaYV4wxxvmXJCIiIiIiIiIirlTdXd4Ahlhrd+37wBgzBBgGdLHWlhhjIg7ou95a2/UwY7wB3ATMo7I491Dg+xpHLSIiIiIiIiIi9aY2S95uA5611pYAWGszj9bZGBMNBFlr59rKwk3vAxfW4vwiIiIiIiIiIlIPqjtDyQI/GGMs8Ja1dizQBhhgjHkKKAb+Ya1dUNW/pTFmMZAPPGyt/Q2IBdIPGDO9qu0QxpibgZsB/P39e7Rr166GlyUiJwNrQQtjRUREREREnC8lJWWXtTb8eI+vbkKpv7U2o2pZ24/GmLSqY5sCfYCewKfGmFbAdqC5tXa3MaYH8KUxpkNNgqpKWI0FSE5OtgsXLjzGESL1o7isgh9W7uS7ZdspKCnb3+7r6cFlyXGckRSJm5syItWVXVTKb2uzmLVmF7+tzWJ3USndmoUwsE04A9uE0yk2GHf9e4qIiIiIiNSaMWZzbY6vVkLJWptR9XemMeYLoBeVM4ymVC1fm2+McQBh1tosYN8yuBRjzHoqZzNlAHEHDBtX1SZywlm1PZ8Jczbx7bLtFJSUEx3sQ2yI7/73N2blccsHO2kV7s8tA1txYbdYvD3c6zHihu+DPzbx+DcrKauwBPt60j8xjLgQX+as382LP67hxR/X0CrMn/vObseZ7SNp6DX9yysc/JyWydbsPWQVlJBVUEJhSTmhAV6EB3gTHuhNXBM/kqKDiAzybvDXIyIiIiIicqBjJpSMMf6Am7W2oOr1mcDjQCEwBPjFGNMG8AJ2GWPCgWxrbUXVjKVEYIO1NtsYk2+M6UNlUe6RwP9cc1kirvPF4nTu+3w5Hu6GsztGc0mPWPq0DP3LTKTyCgffrdjBW7+u577Jy3npp7X848y2XNQtVjOWDlJe4eDxb1by/h+bObVdBHeemkDnuJC/zETaXVjCzNVZvD5zHbd8kEKvlk15+NwkOseF1F/gR2Ct5ZfVmTz9XRrrMgsB8PJwIzzAG39vdxZtyWV3UQnW/nlMEz9P2scEMbRjNJf1iMPHU8nH+mStZX1WEdty99I2KpCIQCX8REREREQOZuyBTzWH61CZFPqi6kMPYKK19iljjBfwLtAVKKWyhtIMY8wlVCacygAH8Ki19uuqsZKB8YAvlbu73WmPEUBdLnmrcFimp+7g51WZOA4Iy8fTbf+MgvBAbzrGBhPXxK9OYpKGw+Gw/OeH1bwxcz19WjXljat70MTf66jHWGuZvW4X/5m+mmXpeXSICeKhc5Po1zqsjqJu2PL2lDF64iJmr9vFLQNb8c+h7Y66pK28wsHHC7by0o9r2F1UynujejKkXcQR+9e1VdvzeeKblcxZv5uWYf7cN7QtfVuHEeTj8ZeERHmFg+yiUjbt3sOq7fms2p7P4i25rN5ZQKi/F6P6xXNN3xaE+B39/hLncTgsP67ayczVmcxas4uM3L373wv19yIpOohzOkVzZc9mSgqLiIiIyEnBGJNirU0+7uOPlVCqb3WRUCouq2DyonTenrWBTbv3EOrvhb/3n5O39pSWs7uo9C8zClqF+zMwMZwh7SIYmBim316f5IpKyrln0hJ+XLmTq3o15/FhHfB0r/4miQ6H5etl23hu2moycvdydscoxgzrQESgjwujbtg2ZBVy44SFbM3Zw9MXdeKy5GbVPraguIxuj//ILYNace9ZDaNo/+odBVz8+u94ebhxz+ltGN67eY3uEWst8zdm8+av6/lldRaBPh5Mv2cgMQcspRTXKKtwcO9nS/lyyTYCvT3olxDKwDbhtAz1Z83OAlZtL2DJ1sqEX8/4Jjx7SWdahwfUd9giIiIiIrWihFItzd+YzR0TF5FZUEKXuGBuHdSaMztEHTJLorzCQfaeUnbmlTB/Uza/rsli3obdlJQ7OD0pkv9c2vmYs1XkxJSRu5cbJyxk9Y58HjmvPaP6xR93ArG4rIJxszfy8s9r8fFw45Hz2nNpj7hGl5CcvXYXt3+Ugoe7G29d04Oe8U1rPEafp3+mf2IYz1/WxQUR1szuwhKGvfY7peUOvrrjFKKDa5cE+iUtk+vGL+DNET0Y2jHKSVE6h8NhmbthN58vSmfu+t0E+XpWzt4M8KZFqD/9E8Po2izkhCmevre0gtETFzEjLZO/n9GGWwe3Pmwi0FrL5EUZPPHNSvaWVXD3aYncOqj1CXOdIiIiIiIHq21Cqbq7vJ2UPl2wlYe+XE6zJn68dGVX+rYKPeKDvYe7GxGBPkQE+tApLpgb+rekuKyCj+Zt4dnvV3HOK7/xylXdjuvBWBqulM053PLBQkrKHbx3XS8GtTnuHRUB8PF0Z/SQBIZ2jOKBycu59/NlTF26jecv60JkUOOYrfTBH5t47OuVJIQH8M61yTRrenzLRyODvMksKHFydDVXWu7gtg8XkVVQwqRb+tY6mQTQISYIgKyC4lqP5SwVDsvrv6zjkwVbycjdS6C3BwPbhlNa7iCroIQNWUV8sSSD//60hiAfDwYkhnPdKfEkN+DviXl7y7hxwgIWbs7hqYs6cnXvFkfsa4zh0h5xDGwTxqNfpfKf6auJCPSu0cw6ERERkeOxadMmWrZsybXXXsv48ePrOxyR/RplQqnCYXnmu1W8M3sj/RPCeG14d4L9PGs8jo+nOzf0b0nP+Cbc+fFirhw7l3vPasutg1q7IGqpa1MWpXP/5OVEh/jwyc09SYhw3hKX1uEBfHJzHz6av4VnvlvFBa/O5p2RPekUF+y0czREz01L4/WZ6zmtXQQvX9WNAO/j/xYUHuhDes4eJ0ZXc9ZaHv5yOfM3ZfPylV3p2izEKeOGBnjjZmgQCTOo/J5572dLmbI4g4FtwvfvtHdw8fCcolJmr9vFrDVZ/LI6i+mpO3jiwo5c1at5PUV+ZIUl5Vz9zlxW7yjglSu7cX6XmGodFxHow+tXd6fLmB9YsjVXCSUREZGT3OEmHHh5eREdHc2gQYO4//77SUpKcsp5Bg0axMyZM2s9lkhdaXQJJYfDcsfERXy/YgfX9m3BI+e1x6MGdU4Op3NcCN/c2Z/7Jy/n2e/TCPTxOOpvuqXhmzhvCw9+sZy+rUJ5/eruLlnO6OZmuKZPC5JbNOHGCQu57K05vHBZV87tHO30czUEny7cyusz13NVr2Y8eWGnWi8VigjyZtGWHCdFd3wmzt/CpwvTufPUBIZ1jXXauO5uhtAAbzLz6z+h5HBY7p+8jCmLM/j7GW2487TEI/Zt4u/F+V1iOL9LDPnFZdwxcTEPTFnO2p2FPHhOu1p/r3UWh8NyzydLWLW9gLdH9uDUdpE1Ot4YQ7voINJ2FLgoQhEREWloHn300f2v8/LymD9/Pu+//z6TJ09m9uzZdO3atf6CE6knjS6h9O7vG/l+xQ7uG9qO2wY7byZRoI8nr1zVjcKSch79KpWWYf7ayesENT11Bw9/uZwhbcMZOzK5RoWVj0dSdBBfjj6FWz9MYfTERfy+vjm+nu7sKiwhq6CEPaUV+/saAz2aN+GSHnEkRQe5NC5nmr8xm4e+WM6AxDCeGNbRKXVnIgN9yC4qpbTcgZdH3ScqikrKeeGHNfRtFcr/nd7G6eNHBHqTWc9L3hwOy0NfLuezlHTuOi3xqMmkgwX5ePLutck89d0q3v19I+uzCnnt6u61mpXmLM9NX81Pq3Yy5oIONU4m7ZMUFcjnKek4HFa7vomIiDQCjz322CFtd955J6+++iovvfSSlqJJo9Qwfl1cR1Zk5PHvaWmcnhTJrYNaOX18dzfD/4Z3Iz7Mn9s/WsSmXUVOP4e41oJN2dz18WI6x4Xw2tXdXZ5M2ic80JuJN/Xm0h5xTJy3hY/nb2HJ1lxKyh0E+ngQ5OtJkK8nXu5uTPhjE2e//BvnvPwb7/2+kdJyR53EeLy2Zu/h1g9TaNbEj1ev6u60WSoRQd4A7Cqsn1k84+dsIruolH8ObeuShEJlQql+Zyg9/d0qPp6/ldFDWvN/p1c/mbSPh7sbj57fgacv6sTsdbu455PFVDjqdyOIySnpvPnreob3bs7Ivsc/k7RddBBFpRWk5+x1YnQiIiJyIjnzzDMByMrKOuz7H3/8MUOGDCEkJAQfHx+SkpJ48sknKSn582e88ePH719W9+uvv2KM2f/ncEmsTZs2ceWVVxIWFoaPjw/Jycl88803zr84kWqo/18V15E9peXc/climvh58dylnV22q1aQjyfjrk1m2Gu/c+P7C5lyez+CfGpen0nq3pqdBdwwfgGxIb68O6onfl51++Xh7eHO85d14amLOuLt4X7EftlFpXy9dBuTF6Uz5uuVfLE4g/9d1Y0Wof51GG31FJaUc+OEhZRXOHjn2uTjqlV2JBGBlQmlnfnFxITUvhB2TeTtLeOtXytrQXVr3sQl5wgP9GbFtnyXjF0ds9Zk8c7sjVzTpwX/OLNtrb5nDu/dnHKHg399lcpz09N44Oza1xk4Himbs3lgSuVS1jEXdKjVNbWLCgRg1Y58moceX2F5ERERObH99NNPACQnH7pJ1vXXX897771HXFwcl1xyCSEhIcydO5dHHnmEn3/+mR9//BEPDw+6du3Ko48+ypgxY2jRogWjRo3aP8bgwYP/MubmzZvp1asXrVq14pprriE7O5tJkyYxbNgwfvrpJ4YMGeLKyxU5RKNJKD3xzSo27Criwxt609QF9XAO1CLUnzeu7sE14+ZxzydLeGdkspZENHBrdxZwzbh5eHu6M+H6Xi6/R47maMkkgKb+XlzbL55r+8UzbcUO/vn5Us57ZTbPXNKJ8zpXr7BwXahwWO75ZDHrsgqZcF0vWoU7r6g5sH9XvPqYxTNu9kbyi8v5vzOcv9Rtn4hAH3YXllDhsHW+NX3e3jLum7yM1uH+PHRuklMS8CP7xrNmZwFv/bqBNhGBXNIjzgmRVl9G7l5u+SCF6JDKotq1nX3YJjIQYyBtewFndYhyUpQiIiLSUB04Wyg/P58FCxbw+++/c9555/GPf/zjL33Hjx/Pe++9x0UXXcRHH32Er6/vX8YZM2YMr732GnfffTddu3ala9eujBkzhvj4+MPOStpn5syZPPbYY3+p5zR8+HCGDh3Kf/7zHyWUpM5V6ydqY8wmY8xyY8wSY8zCA9rvNMakGWNSjTHPHdD+gDFmnTFmtTHmrAPah1a1rTPG3O/cSzmy6ak7+Hj+Fm4e2IpTEuqmrlHf1qH86/z2zEjL5PWZ6+rknHJ8lmzN5bK3/sBh4cMbeh/3Nvb1YWjHKL69awAJkQHcMXEx932+jN31tATsYM9NT+OnVZk8en57+ic6/+tu3wylzPy6rTOUU1TKu7M3ck6nKDrGum5XvoggbxwWdhfV/efziW9WsjO/mBcu73rITm618ej5HejXOpQHpiwnZXO208Y9lqKqmXIlZQ7GXZvslCL7/t4etGjqR9qO+ptFJiIiInVnzJgx+//897//Zfbs2SQlJXHVVVcRGBj4l74vv/wyHh4evPvuu39JJgE88sgjhIaG8tFHH9U4hhYtWvDwww//pe2ss86iefPmzJ8/v+YXJVJLNZmhNMRau2vfB8aYIcAwoIu1tsQYE1HV3h64EugAxAA/GWP2/Rr/NeAMIB1YYIyZaq1d6YTrOKK9pRWMmZpKUnQQfz+jrStPdYhr+rQgZXMOL/64hq7NmrjkoVpq5/d1u7jp/YWEBXjzwQ29GuSysWNp1tSPT2/pyws/rOHt3zbw3fLt3D4kgetOiXdqMqAmJqek89avGxjRpzkj+8a75ByhAd64mbqfofTWrA0UlZZzjwsKcR/oz4RZCRGBPi4914F+XrWTz1PSGT2kNV2bhTh1bE93N16/ujsXvvY7N7+fwqRb+pIQ4dyZawdzOCz/N2kJq3fk8+6oniREBB77oGpqF6Wd3kRERBoLa/+sA1lUVERqair3338/V199NampqTz11FMA7Nmzh6VLlxIWFsZLL7102LG8vb1ZtWpVjWPo2rUr7u6H/nzfrFkz/vjjjxqPJ1JbtVnydhvwrLW2BMBam1nVPgz4pKp9ozFmHdCr6r111toNAMaYT6r6ujSh9M5vG9iWV8yLV3St852gjDE8c3EnVm7L565PFvPtXf2JDq7bWi9yeNZavlicwf2Tl9MyzJ8PbuhFRFDdPbQ7m6e7G/ef3Y5Le8Ty7Pdp/HtaGh/O3cyD5yRxTqcol9UMO5x9dWr6tQ7l0fM7uOw87m6GsABvMvPrLqGUVVDChDmbGNYlhjaRzktMHE54VRIpqw4TZjlFpdw/ZTntogK5qwY7utVEiJ8X747qyeVvzWX423OZdEtfWoa5LpH7wo+r+WHlTh45rz2D20Y4dex20YFMX7mDPaXldV5zTUREROqPv78/vXr1YsqUKcTFxfHcc89x66230qxZM3JycrDWkpWVxZgxY5x63pCQkMO2e3h44HA07I165ORU3QyLBX4wxqQYY26uamsDDDDGzDPG/GqM6VnVHgtsPeDY9Kq2I7UfwhhzszFmoTFm4ZEq5lfHzvxiXp+5nrM7RtGnVehxj1Mbfl4evDGiByVlFYz+aFGD35GrMdiet5eb3l/I3z5dSpdmwUy6pc8JnUw6UEJEIO9c25OJN/Um2NeT0RMXcfMHKeyso2Vhq3cUcMsHKcQ4qU7NsUQEebOzoO6WvI2dtZ6S8grudvHsJDhghlIdXt/T360ip6iU5y/rcsxaXrXRKjyAiTf1psJhuWrsXDbvdv6OmNZaxs3eyGu/rOfKns24/pR4p58jKToIa2HNzkKnjy0iIiINX0hICG3btqW8vJxFixYBEBxcWRKhW7duWGuP+kfkRFfdp73+1truwNnAaGPMQCpnNzUF+gD3Ap8aJ02DsNaOtdYmW2uTw8PDj3uc/0xfTYXD1tuOQvskRATw3KVdWLQll6e/q/nURnEOh8Mycd4WznxxFrPX7eLhc5P45Oa+hPjVXwFuV+nXOoypd5zCg+e0Y9aaLE5/8Vc+mb/Fpf9xpWzO4fK3/sDdzTBuVM86+XeNDPSpsxlKuwtL+HDuFoZ1jXXpjJp9wg9Y8lYXUjbn8FlKOjcMaOnS2lD7tIkM5MMbe1NSXsFVY+eyNXuP08Yuq3Dw4BcreOKblZzRPpLHh3V0ySy9pKggANK2q46SiIhIY5WTkwOwf4ZQQEAAHTp0IDU1lezs6teMdHNzo6KiwiUxirhKtRJK1tqMqr8zgS+oXMKWDkyxleYDDiAMyACaHXB4XFXbkdpdYnl6Hp+npHNd//gGsaXzuZ2juf6Uloyfs4mvl26r73AaneyiUm6YsIAHv1hOp7hgpt8zkBsHtKrz3bPqkoe7GzcPbM30ewbSPjqI+6cs5+p35rlkNsisNVmMeGceTfw8+fzWfrR28o5uRxIR5F1nNZTemb2R4vIKRg9JqJPz+Xi6E+zrWSfXV+GwPPLlCqKCfLjrVNcsdTucpOggPryxN0WlFVz0+hxmr9117IOOIaeolJHj5vPx/C3cNrg1b43o4bLlznFNfPH3clcdJRERkUbqyy+/ZOPGjXh6etKvX7/97X/7298oLS3l+uuvJzc395DjcnJy9s9o2ic0NJStW7ce0lekITtm0QdjjD/gZq0tqHp9JvA4UAgMAX6pKrrtBewCpgITjTEvUlmUOxGYDxgg0RjTkspE0pXAcOdfUuVSh8e/SSUswIs76ujhrzoeOKcdS9NzuW/yMpKiA51aHLahsNayaEsOkxdlsCIj74j9jDHEh/qRFB1E++ggOsQEERrg7ZKY5m7Yzd2fLCanqIwxF3RgZN8WdVpTqL7Fh/nz8U19+GTBVp75bhVnvTSLf5zZlutOaemUhNpXSzL4x2dLSYgI5P3re+2fWVMXwgN92F1UQnmFAw8XLq/LKSrl/TmbOK9zjMuLSB8oItC7Tpa8fTRvMyu35/Pq8G74e9dtLaAOMcF8fmtfbv9oEde8O4/RgxO45/TEGn8+rbXMXJPFo1+lsiOvmBcv78LF3eNcFHUlNzdD26hAVmmGkoiIyEnvscce2/+6qKiIlStX8v333wPw9NNPExkZuf/966+/npSUFF5//XVat269fye27OxsNm7cyKxZs7juuut488039x9z2mmn8cknn3D++efTvXt3PD09GThwIAMHDqyzaxSpqeo8OUQCX1Q9gHsAE62104wxXsC7xpgVQClwra1cT5NqjPmUymLb5cBoa20FgDHmDmA64A68a61NdfoVAR/O28KCTTk8fVEnAn08XXGK4+Lp7sZrw7tz7iu/ceuHi/hq9Cl1/vDmKrl7Svngj81MXpTOpt178PV0Jzm+CR5HSFiUOywLNmbz1ZI/Z2slRQcxsE0YgxLDSY5vWutZBbl7Snn39028OmMtLUL9GXdtzzpZytMQubkZhvduzpB24Tzy5Qqe/HYVXy7JYGTfeM7pFE3AcdyHmQXFPDY1le+W76BnfBPeubYnwb51+/UWGeSNtbCrsJSoYNfVwXrv940UlVbUeYK6LmZg7Sos4fnpqzklIZRzO0W79FxHkhgZyNQ7+vPY1FRe/WUd8zbuZswFHWkfE1St41duy+fp71Yxe90uWoT68fHNfejRoomLo67ULjqIb5dtx1rbqBLVIiIijc2BBbbd3d0JDw/n/PPP54477uCMM844pP9rr73G2WefzZtvvslPP/1Ebm4uTZs2pXnz5tx7772MGDHiL/1ffvlljDH8/PPPfPfddzgcDh599FEllKRBMw29GFhycrJduHBhtfvPWb+LkePmMyAxjHeu7dkglzTNWbeLEePmcW7nGF65susJ/RBSUl7BB39s5n8z1pG3t4y+rUK5uHssZ1czSZG7p5RV2wtYvDWHWWuySNmcQ1mFJdTfi1H94rmmb4sa1eIpq3Dw6+osJi9K5+dVmZRWOLiwawxPXtTpuJImJyNrLV8v285LP65hw64ifDzdGNohigu6xtCnVegxd6uy1jJ5UQZPfLOSvWUV3H1aIjcPbOXyAtyH8+PKndz0/kKm3nEKneNCXHKOvL1l9H92Bv0Tw3hjRA+XnONI/m/SEuZvzOb3+0912Tnu/WwpXyzOYNo9AxrErMkvF2fw0BfLKSqtICk6iEu6x3Je55i/JCuz95Syals+q7bnszQ9j5/TdhLs68ldpyYyok+LOt3R84M/NvHIV6n88cCp2sVTRERERE4oxpgUa23y8R5/Uj1hb9pVxG0fLqJlmD+vXNWtQSaTAPolhPH3M9vyn+mr6RATxK2DWtd3SMdleuoOnvp2FVuy9zCwTTgPnN2OpOjqzSjYJ8TPi76tQ+nbOpTbBydQVFLOnPW7+WjeZl74cQ1v/Lqeq3o15+yOUbSLDjpsUshaS+q2fCYvSmfqkm3sLiol1N+LEX1acEmPWDrENM5ZSUdijOGCLjGc3zmaxVtzmZySztdLt/Hlkm14ubvRs2UTBiaG0yYykPBAb8ICvPH2cGPexmxmrc1i1pos0nP2ktyiCc9e0rlOl4AdbN9OaDtdWLh6/O+bKCgp545T6375bESgN1mFJS6b/bJ4S2Uh7lsGtWoQySSAC7vFMqhNOF8v28bkRRk8+e0qnvz2yJsZtAj14+YBrbh9cALBfnU/I7Vd9L7C3AVKKImIiIhIo3LSJJTyi8u4YcICjIF3rk1uUEvdDuf2wa1ZuT2ff09Lo3V4AGe0jzz2QQ3IhDmbeHRqKu2iAplwfS8GtTn+3fgO5O/twRntIzmjfSSrtuczdtYGxs/ZxLjZG4HKh8fEiEC8Pf+cgbA+s5C0HQV4ubtxWlIEl3SPY1Db8HqZMXMiMcbQvXkTujdvwiPntWfBpmxmrcli1ppdPPN92mGP8fdyp19CGP93ehsu6haLWz0nbSODKpe5uarOUH5xGe/+vpHTkyLrJTEZHuhNabmD/L3lTk+WVNaaW0l4oDd31mEh7upo4u/FyL7xjOwbz7rMAmauzqLc8edsWn9vD5KiAo+YZK5LbaMqE3GrduQzpF1EvcYiIiIiIlKXToqEUnFZBaM/WsTm3Xv44IbetAh1/ZbetWWM4flLu7A1ew/3fLKYybf3o11UzWb31JcP527m0ampnNE+kteGd3fZ8pKk6CD+e0VXHjwniWXpuazans/K7fmszyyivGpbToCm/l48MawD53eJqZOt6k9GPp7uDEgMZ0BiOA+dW5mgSc/ZS1ZBCVkFJRSWlNO1WQjdmzep0+VExxIW4IUxrpuhNO63jeTtLeOe0+sn4bKvwHlmQbHTE0pTl25j8ZZcnru0c70nZY4mIaJhb2AQ5ONJbIgvadu105uIiIiINC4N9ymimnbmF3PT+wtZnpHHvy/uTN/WofUdUrX5erkz9ppkLnh1NjdOWMhXo09x2U5nzvLJ/C08/OUKTm0XwavDu9VJciE80JvTkiI5LenEmsV1IosI9CEi0HVFrp3Fw92NUH8vslwwQymnqJR3Z29kaIeoeivmvu9zkFlQQmKk85Iqe0sr+Pf3aXSICeJSF++E1hgkRQeRtkM7vYmIiIhI49Jwphoch2XpuVzw6mzWZxYy9ppkLu/ZrL5DqrGoYB/eHplMVkEJN72/kKKS8voO6Yg+T0nngS+WM6hNOK9f3R1vD/f6DkmEiEAfMl0wQ2nsbxsoLC3n/85o4/Sxqysi6M8ZSs70zm8b2JZXzCPnta/3ZYsng6ToQNZnFTE5JZ2V2/IpLXcc+yARERERkRNcg5+hlLOnlNRteSRGBOLl4UZ2USmrtuezeEsOr/6yjlB/bz6/rV+Ni0E3JF2ahfDylV0ZPXEx141fwPjreh5zp6269sXidO79fCmntA7jrWt64OOpZJI0DBFB3ux0csIlq6CE8b9v4vzOMftr5NSHfUXHnZkw25lfzOsz13N2xyj6tDpxZnQ2ZAMSwxk3eyN//2wpAJ7upkYz/Lw83AgL8CIswJvwQG/8vDzYV4PdAM2a+pEUHUTbyEB8vfS9V0REREQahoaVtTiM9Jy9nPvKbDzcDCF+nuwqLN3/Xp9WTXl1eHfCGvgyseoY2jGa/15hueeTxdw4YSHjru3ZYB4cpi7dxt8/XUqflqG8PTJZySRpUCIDfVi5zbnLjd6YuZ6S8op6q520T4C3B76e7mQWOC+h9J/pq6lwWB44O8lpYzZ2vVo2ZdmjZ7JpdxErtxewant+jZKAJeUV7C4sZW1mIb+v20Vx2Z8znCqspaKqILmbgfhQfyKCvAkP9CE8wJuYEB/aRweRFB1EE3/VkBMRERGRutPgE0ptIgN5+qpurNqeT1ZBCW0iA2kfU/nDc9OT7IfnC7rEUOFw8LdPl3LzBwsbRPLmu+Xb+b9JS0iOb8q4UckNJsklsk9EkDe7CkuocFjcnbB8a0deMR/O28wl3eNoFR7ghAiPnzGGiCBvpyWU5m3Yzecp6dwyqBXNQ/2cMqZU8nB3219A/IIuMU4b1+GwpOfsZeX2PFZuL2BdZgFZBSUsT88lq6CEotKK/X2jg31o1tSP8EBvwqtmO7WJDCQpOpDYEF+M0fJGEREREXGeaiWUjDGbgAKgAii31iYbYx4DbgKyqro9aK39zhgTD6wCVle1z7XW3lo1Tg9gPOALfAfcba39cy/ow/D2cOP8LjGc78Qf0Buyi7rFUV5h+efkZYwcN583r+lRb4mzzxZu5YEpy+nWLIR3RzW8ZXgiULkszGFhd2EJEUG1LyT+8s9rcTgsd51Wv7OT9okI9CYzv/ZL+krKK3jgi+XENfHl7gZybXJsbm6G5qF+NA/1Y2jH6EPe31VYwqrt+ZW7YG7LZ1tuMau25TOroISCA2ryBfl40CkumFMSwhiYGE776CDVzxIRERGRWqlJhmCItXbXQW3/tdY+f5i+6621XQ/T/gaVSah5VCaUhgLf1yCGRuGy5GZ4ebhx7+fLGPbabMZd25M2Ttzh6ViKSsp55MsVTFmcQd9WoYwd2aNBbysujdu+JFJmQe0TSimbc/hkwRau7RtPs6YNYwZPRKAPq7bXfknfa7+sZ0NWEROu76Xk8EkkLMCbAYnhDEgMP+S9opJyVu8sYOW2yoTToi25PDdtNc9NW01YgBcDEsMZ2CaMAYnhJ8XScRERERGpW3X2VGGMiQaCrLVzqz5+H7gQJZQOa1jXWJo39ePmD1K4+PU5/O+qbgxpF+Hy86Zuy+POiYvZtLuIe05P5M5TE52yjEjEVfYVrt6ZX0zH2ODjHqe03MGDU5YTFeTDP85q66zwai080JtZa2q35G3NzgLemLmOC7vGMKjNoYkHOTn5e3vQvXkTujdvsr8ts6CY39bsYtbaLH5dk8UXizMA6BATREJEwP6lck39vf7yvX9vWQW7CkrJKixmV0Ep3ZqHcMug1nV+TSIiIiLScFQ3oWSBH4wxFnjLWju2qv0OY8xIYCHwd2ttTlV7S2PMYiAfeNha+xsQC6QfMGZ6VdshjDE3AzcDNG/evCbXc1Lp1rwJX40+hRsnLOSGCQu45/Q2jB6S4JIET35xGa/9so73Zm8ixM+Tj27sQ9/W2gFKGr4DZyjVxthZ61m9s4B3RiY3qBl5EUHeFJSUs7e04rhqmDkclgemLCfA24NHzmvvggjlRBIR6MMlPeK4pEccDocldVs+s9ZmMXvtLhZvySWzoPgvRcEP1sTPk/BAbxIj67e+mIiIiIjUv+o+NfW31mYYYyKAH40xaVQuX3uCymTTE8ALwPXAdqC5tXZ3Vc2kL40xHWoSVFXCaixAcnLyUWssnexiQnz5/La+PDhlOS/+uIa5G3bz0hVdnVIrBqCswsHEeVt46ac15O4t46KusTx4bpKWP8gJI7zqXq3JrloH25BVyCsz1nFup2hObx/prNCcYt/285kFxbQI9a/x8R/O20zK5hxeuKwLofq6lgO4uRk6xQXTKS6Y0UMSALDWUlRaQU5RKY4DShx6ebgR6u+Nl4dbfYUrIiIiIg1MtRJK1tqMqr8zjTFfAL2stbP2vW+MeRv4pqpPCVBS9TrFGLMeaANkAHEHDBtX1SbH4OflwX+v6Eq/hDD+9dUKznnlN164vGutlq4Ul1UweVE6Y2dtYPPuPfRtFcpD5ybVasmQSH3w8nCjqb8XOwuOr3C1tZYHv1iOt4cbj57f8Gbw7FvSl1lQUuOE0oqMPJ78dhUD24RzcffDTggV+QtjDAHeHg1qlp6IiIiINEzH/InRGOMPuFlrC6penwk8boyJttZur+p2EbCiqn84kG2trTDGtAISgQ3W2mxjTL4xpg+VRblHAv9zwTWdlIwxXJ7cjG7NQhg9cRHXvjufszpEct/QdtXe2tzayu2npy7dxnu/b2RXYSld4oJ5dFQyQ9pGaEtpOWFV7oR2fDOUXvtlHXM3ZPPMxZ2cNvPPmSKCjm8GVt6eMm77KIVQfy/+e3kXfX2LiIiIiIhTVedXkJHAF1UPIx7ARGvtNGPMB8aYrlQuedsE3FLVfyCVCacywAHcaq3NrnrvdmA84EtlMW4V5K6hxMhApt7Rn3d+28AbM9fz86pZjOjTgqt7NyciyIcgHw+MMRSXVbBmZ8H+raRXbS9g1Y58Coort5Ee3DacWwa2pk+rpnrQlBNeRJAPWTWcoWSt5dlpabz16wbO7xLDFcnNXBRd7exf0leD63M4LH/7dAk78oqZdEtfLXUTERERERGnO2ZCyVq7AehymPZrjtB/MjD5CO8tBDrWMEY5iI+nO3ecmsgVPZvz0k9reP+PTYyfswmoXP7TxM+TrIISHFXlL/y93GkXHcSwrjG0jw6mV8smJEQE1t8FiDhZRKA3a3YUVLt/hcPy0BfL+WTBVq7u3ZzHh3XErYHuZtjEzwsPN1OjouNv/Lqen9MyGXNBh7/s8CUiIiIiIuIsKpJwAgsP9Oapizpx44BWLN2ay67CErIKSthdVEpMsA9J0UEkRQfRvKlfg31YFnGGiEBvdhWW4HDYY97rm3cX8fR3q5ieupM7T03gb2e0adCz9NzcDOHVXNJXUl7BhDmbeOGH1ZzfJYaRfVvUQYQiIiIiItIYKaF0EmgZ5k/LsJrv/iRysogM8qHcYfk5LZPkFk1o4u+1/z1rLbuLSvlp5U4mL0pnwaYc3Aw8fG4SNw5oVY9RV19EoPdRl7xZa/l2+Xb+PS2Nrdl7GdI2nGcv7tSgE2UiIiIiInJiU0JJRE547aICMQZuen8hANHBPoQFVM5a2lVYQllF5frPVuH+3HtWWy7qFktMiG99hlwj4YE+pOfs+UubtZaV2/OZtWYX3y3fzvKMPNpFBfL+9b0YWIsdIEVERERERKpDCSUROeH1bhXKgodOrypAX/knZ08ZbaMCCQ/0JizAm+7NQ+jaLOSEnLUTEeTNrLVZjHx3PlCZTErbUUBWVV2ldlGB/PuSTlzaoxnuWt4qIiIiIiJ1QAklETkphAV4M7BN+Ek5O+fsjlGkbc8nf2/Z/rY+rUIZmBjGwDbhRAb51GN0IiIiIiLSGCmhJCLSwA1IDGdA4smXKBMRERERkROXsdbWdwxHZYwpAFbXdxwiLhYG7KrvIERcTPe5NAa6z6Ux0H0ujYHuc2kM2lprA4/34BNhhtJqa21yfQch4krGmIW6z+Vkp/tcGgPd59IY6D6XxkD3uTQGxpiFtTnezVmBiIiIiIiIiIhI46CEkoiIiIiIiIiI1MiJkFAaW98BiNQB3efSGOg+l8ZA97k0BrrPpTHQfS6NQa3u8wZflFtERERERERERBqWE2GGkoiIiIiIiIiINCBKKImIiIiIiIiISI0ooSQiIiIiIiIiIjXiUd8BHEtYWJiNj4+v7zBERERERERERE4aKSkpu6y14cd7fINPKMXHx7Nw4cL6DkOkUdlVWEKgjwfeHu71HYqIiIiIiIi4gDFmc22Or1ZCyRizCSgAKoBya22yMeYJYBjgADKBUdbabcYYA7wMnAPsqWpfVDXOtcDDVcM+aa2dUJvgRcR51mUWMG3FDqan7mR5Rh4B3h4MaRfBWR0iGdw2ggDvBp9/FhERERERkTpirLXH7lSZUEq21u46oC3IWptf9fouoL219lZjzDnAnVQmlHoDL1trextjmgILgWTAAilAD2ttztHOnZycbE+GGUoVDsum3UUUl1Xsb/P2cCc+1A8Pd5WykvpRXFbBV0symDBnMyu35wPQrXkIpydFkp6zhx9Sd7K7qBQfTzfuPDWRmwe2wlP3q4iIiIiIyAnPGJNirU0+3uOPe8rBvmRSFX8qk0RQOWvpfVuZqZprjAkxxkQDg4EfrbXZAMaYH4GhwMfHG0NDtj1vL0u25LIkPZclW3JZnpHHntKKQ/r5errTKS6Yrs1C6NoshC7NQogJ9qFyopeIa+QUlfLmrPVMWrCV3D1ltI0MZMwFHTirQxRRwT77+z15oWXhpmzGz9nEf6av5uul23j2ks50bRZSf8GLiIiIiIhIvatuQskCPxhjLPCWtXYsgDHmKWAkkAcMqeobC2w94Nj0qrYjtR/CGHMzcDNA8+bNqxli/SkoLmN5et7+5NHS9Fx25pcA4OluaB8dxGU94ugUF0Kgz5//5IXF5SzPyGPJ1lzG/76J0goHAOGB3nRtFkKrMH+ign2ICvIhJsSXDjFBms0ktbZgUzZ3fbyYnfnFnNk+imv7xdOnVdPDJjHd3Qy9W4XSu1UoP67cySNfruCi13/nxv4tuf/sJNzdlPgUERERERFpjKqbUOpvrc0wxkQAPxpj0qy1s6y1DwEPGWMeAO4AHnVGUFUJq7FQueTNGWM6S1mFg9U7CliyNZelW3NZsjWXdVmF7Fs52DLMn36tw+gSF0yXZiEkRQfh43nkwsaX9IgDoKS8grTtBSytSkotSc/l19VZ+5NMAE38PDktKZKhHaLonxh21HFFDuZwWN74dT0v/riGuCa+fDW6P53igqt9/BntI+nTqinPfp/G279tZEd+CS9e3qXBL4Hbmr2HZ79PY1dhSWWCNtiH2BBfzuscQ1N/r/oOT0RERERE5IRUrYSStTaj6u9MY8wXQC9g1gFdPgK+ozKhlAE0O+C9uKq2DCqXvR3YPvM4465zxWUVfDh3M6/PXE92USkATf296BIXzHmdY+jaPIQuccGE+B3fA6q3hztdqpa8jexb2WatJbuolB35xWzcVcTPqzKZnrqDz1PSaRXuzw/3DNSMJamWwpJybv9oEbPWZHFe52ieubgTgT6eNR4n0MeTpy7qRLOmfjz7fRrFZRW8Orxbg9wNrrzCwXu/b+LFH9fg7mZIig5k0ZYcduaVUFrh4Llpq7lpQCtuGNDypCk4XlxWwY68YkorHCRGBGjprIiIiIiIuMwxi3IbY/wBN2ttQdXrH4HHgfXW2rVVfe4EBllrLzXGnEvlbKV9Rblfsdb2qirKnQJ0rxp6EZVFubOPdv76LspdXuFgyuIMXvpxDdvyihmQGMZlyc3o1iyEuCa+df7AVlru4O3fNvCf6av54f8G0iYysE7PD3/O0lqRkUfRAXWhfDzdOKtDFGEB3nUekxxZcVkF149fwLyN2Yy5oANX927ulPt2wpxNPDo1lYFtwnlrRA98vRpOUmnNzgL+/ulSlmfkcXpSJE9c2IHoYF+gMlG7Zmch//1xDdNSdxDq78U9pycyok+LEzIBszV7D3//dCmrdxaQt7dsf3u7qEBG9YtnWNfYBvW5ERERERGRhqG2Rbmrk1BqBXxR9aEHMNFa+5QxZjLQFnAAm4Fbq5bFGeBVKgtu7wGus9YurBrreuDBqrGesta+d6wA6zOhVOGwXD9+Ab+uyaJLsxDuO6st/RLC6iWWA63dWcAZ/53Fi5d34eLucXVyTmstE+dvYcqiDFZk5FFS7jhsPy93N87rHM21/eLposLN9a6swsFtHy7ip1U7+e8VXbiom3Pvl08XbOW+Kcu4smdznrm4k1PHPl6Lt+Rw7bvz8fJw4/FhHTm7Y9QRE0WLt+Tw3LTV/LFhN6P6xfOv89rjdgLVhVqXWciId+axt6yCC7rEEBXsQ2SQD3vLKvho7mbSdhQQ7OvJrYNac+ugVidkwkxERETkRGGMYdCgQcycObO+QxGpFpfv8mat3QB0OUz7JUfob4HRR3jvXeDdGsZYb178cTW/rsniX+e157pT4hvMw1ir8AB8PN1YnpFXJwmlsgoHj05NZeK8LXSICWJEnxZ0aRZC17gQgv3+XDa1M7+Yj+Zu5vOUdKYszmBY1xhevrKby+OTw3M4LPd+tpSfVu3kiWEdnJ5MAri8ZzN+TtvJnPW7nD728Zi7YTc3jF9AWKA3H93Ym7gmfkft3615Eybe1Junvl3FO7M3sre0gqcv7nRCFBtftT2fa8bNA2DSLX1oFxX0l/dH9G7O/I3ZvDVrA/+elkZpuYO7T0+sj1BFRERETlj7ngGPNRFDpDE6OQqHuMAPqTt47Zf1XNmzGdf3b1nf4fyFu1vlznGpGfkuP1d+cRmjP1rEb2t3cdvg1tx7ZtsjzuAI9vVkzLCO/OOstjz4xQq+WbadFy7rojpP9cBay7+mruDLJdu496y2XNM33mXn6hwXwvTUneTtLSPYt+Z1mZzl1zVZ3PLBQuKa+PHRjb2JDPKp1nHGGB46Nwk/L3dembGO4vIKnr+sYRcbX5aeyzXj5uPr6c5HN/WmdXjAIX2Mqdyhr2d8U/45eRn//WkNgT4eDe77mYiIiMjJYtWqVfj5Hf0XmiInEyWUDmNDViF//3QpneOCeeyCDvUdzmF1jA1mcko6Dod12RKdjNy9jHp3Pht3FfHcpZ25PLnZsQ+isnBzv9ahfL10Gzvyi485S0Sc77npq/lw7hZuGdSK0UMSXHqujrGVO8WlZuTV25LQOet2cdOEhbSOCODDG3oRWsM6XsYY/nZmW3y83Hlu2mrcjOG/V3R1TbC1tHBTNte9t4BgP08+vqkPzZoe/evLzc3w7MWdKCwu5/FvVhLg41Htr2URERERqb527drVdwgidarh/gq+nuwpLefWD1PwcDe8fnV3fDwbZjHbjjHBFJVWsGl3kUvGz8wvZvjbc9mRX8z7N/Sq8QNobEhlAeSMnL2uCE+O4vWZ63hj5nqu7t2c+4e6/j+1TlUJpeUZeS4/1+Fsy93LHR8vpnmoH5/c1KfGyaQD3T44gbtPS+SLxRl8s2ybE6N0jt/X7eKacfMJD/Tms1v7HjOZtI+HuxsvX9WVAYlh3D95Gd8t3+7iSEVEREQaH2MMgwcP/ktbQUEBTzzxBB07diQoKIjAwEBat27NFVdcQUpKyl/6jh8/nksuuYRWrVrh6+tLUFAQp5xyCh9++GEdXoVI9WmG0kGe/T6NtZmFfHD9seuv1Kd9s0JWbMun1WGWu9RG7p5Srhk3n6yCEj68sTfdmzep8RixTaoSSrlKKNWlD+Zu5rlpqxnWNYYnhnWsk7pfTf29iA3xZVk9JJRKyiu47aNFlJY7eOuaHn+p6XW87jw1gZmrM3nkyxX0bhlKeGDD2LVwRtpObv1wEa3C/Pnght41jsvbw523runByHHz2aavSxERERGXs9YydOhQ5syZQ9++fbnxxhvx8PAgPT2dX375hQEDBtCjR4/9/W+77TY6dOjAwIEDiY6OZvfu3Xz33Xdcc801rF69mieeeKIer0bkUEooHWDxlhw+mLuZa/vG0z+x/ndzO5rEyAC83N1Izcjjgi4xThu3sKSca99bwMZdRbx3Xc/jSiaBZijVh8kp6fzrqxWcnhTB85d1qdPdyjrFBrOiHhJKY75eydKtubw5osdh6wgdDw93N56/rAvn/m82D3+5nDdH9Kj3gvw/rtzJbR+m0D4miAnX9aKJv9dxjePn5cHHN/dp0PWhRERERE4WK1asYM6cOVx44YV88cUXf3nP4XCQl5d3SP/WrVv/pa20tJSzzz6bZ599lltvvZXY2FiXxy1SXXqqqFJW4eCBKcuJDPTh72e2qe9wjsnT3Y120YGs2Oa8h/jisgpumrCQFRl5vDq8G6fUoh6Oj6c7YQFemqFURybO28I/Pl9Kv9ahvDq8e50nDDrFBbN59x7y9pbV2Tk/XbiVifO2cOug1gztGOXUsRMjA/n7GW2YnrqTqUvrd+nb0q253PnxIjrEBvPhjb2PO5m0j5JJIiIiInXL19f3kDY3NzeaNPnrL+8PTiYBeHl5MXr0aMrLy/n5559dFqPI8dCTRZV3Z28kbUcBY4Z1INCn/naqqokOMcGsyMh3yhaWZRUO7pi4iD827Ob5yzpzZofaP6DHhvgqoVQHxs3eyINfLGdwm3DGXduzXup+HViYuy6syMjj4S9XcEpCKP9wUQL4xgGt6NY8hH99lUpmfrFLznEsGbl7ufH9hYQFeDPu2mSCTpDvTSIiIiIC7du3p2vXrnz88ceccsopPPfcc8yZM4fS0tLD9t+yZQujR4+mXbt2+Pn5YYzBGMMll1wCQEZGRl2GL3JMSigBW7P38N+f1nBG+0jOckIipa50jA0ib28Z6bVcVuZwWP7x2VJ+WpXJE8M6cFG3OKfEF6OEksu9OmMtT3yzkrM7RvHWNcn1VkS+Lgtz5xSVcssHKYT5e/HKld3wcNGMG3c3w/OXdaG4rILRExdRUl7hkvMcSUFxGTeMX0BxaQXvjepJWC2KjYuIiIhI3XN3d2fGjBncc889bNmyhfvuu49TTjmFsLAw7rzzTgoLC/f33bBhA927d+fNN98kKiqKG2+8kYcffphHH32Ua6+9FoCSkpL6uhSRw2r0CSVrLf/6agXuxjDmgg71HU6NdIypKsxdi4d4ay2PfLWCr5Zs459D23JN33gnRVc5Q2lb7l6nzKCSv9qZX8ytH6Tw/A9ruLhbLP+7qhteHvX35byvMLerE0oVDsvdk5aQVVDCGyN61GpHt+poHR7AC5d3YcGmHP75+bI6u5fLKxzcMXExazMLeX1EdxIjA+vkvCIiIiLiXE2aNOG///0vW7duZe3atbzzzju0a9eOV199ldtuu21/vxdffJHdu3czbtw4Zs6cySuvvMITTzzBY489xllnnVWPVyByZI2+KPe3y7fzy+osHjmvPTEhh65tbcjaRgXi7mZYsS2PsztF1/h4ay3PTkvjo6o6NLcPTnBqfLFNfCkuc7C7qFSzK5zE4bB8vGALz36XRmmFg38ObcutA1vXaQHuI6mLwtwv/bSGWWuyeObiTnRpFuLSc+1zXucYNu/ew3+mr6ZlmD/3nO76Gmuv/LyWX9dk8fRFnRiQGO7y84mIiIiI6yUkJJCQkMDw4cOJiIjgq6++2v/eunXrAPYvbzvQr7/+WmcxitREo56hlLe3jDFfr6RTbDCj+sXXdzg15uPpTmJEACsy8mt8rLWWJ79dxVu/bmBEn+bcN7St0+PTTm/OtWhLDpe/9QcPfbGCjrHBTL9nILcPTmgQySSoLMy9yYWFuX9auZP/zVjH5clxXNmzmUvOcSS3D27NJd3jeOmntXy52LVr1+dt2M2rv6zjku5xDO/d3KXnEhERERHX2bhxIxs2bDikPScnh5KSkr8U646Pjwdg5syZf+k7ffp03nnnHVeGKXLcGvUMpeempbG7sIT3RvXEvYE8lNdUx9hgfknLxFpb7a3NHQ7Lw1+tYOK8LYzqF8+j57d3ybbosU2qEkq5e+tsNsnJaF1mAc9NW80PK3cSFuDFc5d05rLkuHrfyv5gBxbm7leLHQIPJ21HPvdMWkKn2GAeH9axzq/dGMMzF3ciI3cP//x8GTEhvvRq2dTp58ndU8o9k5bQvKkfY4adWEtwRURERE5mo0aNOuJ7r7/+On5+foe0L126lIsvvpiePXuSlJRETEwMWVlZfPXVV5SVlXHfffft73v77bfz3nvvcdlll3HppZcSExPDihUrmDZtGpdffjmTJk1yxWWJ1EqjTSilbM7ho3lbuKF/y/0PwieijjFBfJ6Szs78EqKCfY7Zv7zCwT8/X8aUxRncPrg1957V1mUP53Ehld9Ut6kw93HJyN3Lyz+t4fOUdPy8PPjbGW24oX9L/L0b5pftgYW5nZlQyiwo5vr3FuDv7c7YkT3qrfC4l4cbb47owcWvz+GWDxbyxe2nEB/m77TxrbXcP3k5uwpLmHxbPwIa6OdZREREpDGaMGHCEd976aWXDptQSk5O5v777+fXX39l2rRp5OTkEB4eTo8ePbjrrrs4++yz9/ft3Lkzv/zyCw8//DDffvst5eXldOnShSlTphASEqKEkjRIjfKJpazCwYNTlhMT7MPfznB9PRRX2pcMW5GRd9SEUnFZBd8s2857v28kdVs+/zizDXecmujS2IJ8PQjw9qj1LnSNTXZRKa//so73524GC9ed0pLRQxJo6u9V36EdlSsKc+8treCmCQvJ2VPGZ7f2JTq4fuuchfh58e6onlz0+u9cP34BU27vR4ifcz4vH8/fyrTUHTxwdjs6x4U4ZUwRERERqZ2abMpycN+4uDiefvrpah/fr18/ZsyYUes4ROpKo0wovf3bBlbvLOCdkckNdrZHdbWPCcIYWJaey+C2lcV7HRZ2F5WwI6+YHXnFLMvIY9KCrWQXlZIQEcBLV3Tlwm6xLo/NGENMiA8ZmqFULeUVDsbP2cRLP61lT2k5l/aI4+7T2+yvRXUi6Bgb5LTC3A6H5f8mLWFZRh5jr0luMDMJ48P8GTsymavfnsetH6bw/vW9a73D3s+rdvLY16kMSAzjpgGtnBSpiIiIiIiI65zY2ZTjkJG7l1d+XstZHSI5vX1kfYdTa35eHrQOD+CVGet4Zca6w/YxBk5PimRUv3j6tQ6t0/ozsSG+KspdDanb8rh/8nKWZ+QxpG04D56TdEJuFd85LoTpqTvJ21tGsK/ncY/jcFge+WoF01J38Mh57TmjgX2t9oxvynOXduaeSUu49/OlPHdpZ7w9jm8p3rfLtnP3J4vpEBPE/67q1mCKrIuIiIiIiBxNo0soPf3dKgAeOa99PUfiPM9c3Im563fv/9gYaOrvTVSwN5FBPsSF+BHsd/wP97UR28SXRVty6+XcJ4LsolLe+nU978zeSBM/T14d3o1zO0U3uILb1bVvFtGiLTkMaRtxXGOUVzi4b/JyJi9K59ZBrbn+lHgnRug8F3aLJSN3L/+ZvpoNWUW8OrwbLUJrVlPp85R0/vn5Unq0aMK7o3oS6FM/X6ciIiIiIiI11agSSnPW7+LbZdv5v9PbENfk0KJpJ6qe8U3pGe/8HaecITbEj7y9ZRSWlKvI8AFWZOQxfs4mpi7dRmm5g8t6xPHQuUlOq8dTX7rGhRDk48Et76dwTd8WNa79VFbh4J5JS/h22Xb+dkYb7jw1oUEn10YPSSAhIoB7P1vKea/M5tlLOnNu5+ijHmOtZeX2fL5aso2xszbQPyGMsSN74Oelrw8RERERETlxNJonmPIKB2OmriSuiS+3DFKNkroS26Sy/k9Gzl7aRp14S7icbV1mAf/6KpU563fj6+nOZT3iuLZfPG1OwOVthxPs58n39wzk5Z/W8N7vG5m0YCs39G/Jxd1jjzp7p6C4jOUZebzz20ZmpGXy0DlJ3DTwxPg6PatDFB1igrjz48WMnriI12cGERPiS3SwD5FBPni6/5kQ25lfwg8rd7A1ey9uBi7oEsNzl3aut53rREREREREjlejSSh9OHczq3cW8OaI+tt2vDHaV1B6W27jTiiVljt489f1vDpjHb5e7jx8bhKXJTerVZ2hhio2xJfnLu3CzQNb8fz0Nbz881pe/nkt7aICOatDFO2iAtmZX8yO/BK25+1l1fZ81mYWYi24uxmeGNaBa/rG1/dl1EhcEz8+vaUvb85cz4LNOWzZvYf5G7PJ21v2l36e7ob+CWHcMSSB05MiCQ3wrqeIRUREREREaqdRJJR2F5bw4o9r6J8QxlkdGlZx35PdvoRSeiPd6c1ay6y1u3jq25Ws2VnI+V1i+Nd57QkPPPkTCQkRgbx5TQ+2Zu9heuoOpqfu4JUZa9m346mnuyEi0Ic2kQGc2ymGLs2C6dos5IRd9ufp7sadpyX+pa24rIIKh/1Ln9ruCCciIiIiItIQNIqE0vM/rGFPaQWPnt++QddjORlFBHrj6W4a3U5vhSXlTE5JZ8Ifm9iQVURMsA/vjkrm1HaNL6HZrKkfNw5oxY0DWpFVUMLO/GKign1o6ud10u9optmQIiIiIiJysjrpE0rL0/P4ZMEWruvX8oTchv1E5+ZmiA72JaMRzFDaU1rOrDVZTE/dyY8rd1JYUk6XZiH894ounNMp+ri3lT+ZhAd6N4rZWSIiIiIiIie7kzqhZK3l0akrCPX34p4zEo99gLhEbIgvGTl76jsMl7DW8vu63Xw0bzO/rM6kuMxBiJ8n53SKYnjvFnRtFlLfIYqIiIiIiIg43UmdUPpySQaLtuTy3CWdCfI5+Yofnyhim/jy29qs+g7Daay17C4q5fvl25nwx2bWZRbS1N+LK5KbcVaHKHq1bIqHu+rkiIiIiIiIyMnrpE0oFZaU88x3aXSJC+bSHnH1HU6jFhviS2ZBCaXljhOiIPG+Qtofzt1McVnF/vbisgp25BezM7/yWgA6xQbz/GVdOK9ztOrliIiIiIiISKNx0iaU/jdjLZkFJbx1TY+TvvBvQxcb4ou1sCOvmOahfvUdzlEt3pLDv6elMXdDNlFBPsSE+Ox/z8vDje7NmxAV5ENkkA9dm4fQrVmICr2LiIiIiIhIo3NSJpQWbcnh3dkbuaxHHN2aN6nvcBq92Ca+AKTn7mmwCaWcolIe/nIF3y7fTliAF2Mu6MBVvZqfEDOqREREREREROraSZdQ+m75dv5v0hKign3459B29R2OUDlDCSAjp2Hu9LZwUzZ3fbyYrMIS7jk9kZsGtMLf+6T70hARERERERFxmpPmqdlayxu/rue5aavp3jyEsSOTCQvQ9uQNQXTVsrH1WUWszypkZ14xWYUlBPl6EhXkQ1SQD4E+HmQVlrAjr5id+cV4ebjRJS6EUBd+Dh0Oy5uz1vPCD2uIDfFl8m396BwX4rLziYiIiIiIiJwsqpVQMsZsAgqACqDcWptsjPkPcD5QCqwHrrPW5lb1fwC4oar/Xdba6VXtQ4GXAXfgHWvts8c6d/7eMvaUluPndWio1loycveyZGsu3y/fwbfLt3N+lxj+c2lnFUhuQLw93IkM8ubNX9fz5q/ra3RsXBNfujYL2f+nQ0wwvl61/9wu3JTNs9+nsXBzDud2iuaZSzppJ0ARERERERGRajLW2mN3qkwoJVtrdx3QdiYww1pbboz5N4C19j5jTHvgY6AXEAP8BLSpOmwNcAaQDiwArrLWrjzaub2jE23LG19hYGI4PeObkr2nlJ15xezIL2bNzkJ2FZYAlQWTbxvUmntOT1SR5AZoRtpOVu8oJDq4sqB1eKAXeXvL2JFXwo78YvL3lhER5L2/4HVRSTlL03NZsjWXJVty2ZZXDIC7myEpOpBT20UytEMUSdGBNfp8p+3I5/npq/lpVSbhgd7848w2XJ7cTPeMiIiIiIiINCrGmBRrbfJxH3+8CaWD3r8IuNRae3XV7CSstc9UvTcdeKyq62PW2rOq2v/S70jadepqr3zqI6at2MGO/GI83AyRQT5EBnnTMiyArs1D6BoXQtuoQBVQPoll5hezND2PpVtzmb8xm4Wbs3FYaNbUl9PaRdK9RRO6xoXQrKnvIcmh9Jw9TE/dyfTUHSzYlE2Atwe3DmrNdafEH3bmm4iIiIiIiMjJrq4SShuBHMACb1lrxx70/tfAJGvth8aYV4G51toPq94bB3xf1XWotfbGqvZrgN7W2juOdu7k5GS7cOFCHA5L7t4yQnw9cXPTbJLGbldhCT+t3Mm01B3M3bCb4jIHAE39vYgM8mHfHVJcXsGGrCIA2kUFcnbHaK7t14IQP696ilxERERERESk/tU2oVTd6Rn9rbUZxpgI4EdjTJq1dlZVAA8B5cBHxxvEwYwxNwM3AzRv3hwANzdDU38lAaRSWIA3V/ZqzpW9mlNW4WD1jgKWpueydGsu2UVl+/u5GbgiuRlndYgiPsy/HiMWEREREREROXlUK6Fkrc2o+jvTGPMFlfWRZhljRgHnAafZP6c6ZQDNDjg8rqqNo7QffL6xwFionKFUrSuRRsvT3Y2OscF0jA3m6t4t6jscERERERERkZPeMZe8GWP8ATdrbUHV6x+Bx6vefhEYZK3NOqB/B2Aifxbl/hlIBAyVRblPozKRtAAYbq1NPcb5C4DVNb80kRNKGHDYGmUiJxHd59IY6D6XxkD3uTQGus+lMWhrrQ083oOrM0MpEviiqtCxBzDRWjvNGLMO8KZyCRxU1k261Vqbaoz5FFhJ5VK40dbaCgBjzB3AdMAdePdYyaQqq2uzpk/kRGCMWaj7XE52us+lMdB9Lo2B7nNpDHSfS2NgjFlYm+OPmVCy1m4AuhymPeEoxzwFPHWY9u+A72oYo4iIiIiIiIiINCBu9R2AiIiIiIiIiIicWE6EhNLY+g5ApA7oPpfGQPe5NAa6z6Ux0H0ujYHuc2kManWfH7Mot4iIiIiIiIiIyIFOhBlKIiIiIiIiIiLSgCihJCIiIiIiIiIiNaKEkoiIiIiIiIiI1IhHfQdwLGFhYTY+Pr6+wxAREREREREROWmkpKTsstaGH+/xDT6hFB8fz8KFC+s7DBEREZETWoXDsjwjDz8vd8IDvAnx88QYU99hiYiISD0xxmyuzfENPqEkIiIiIsdvb2kFn6ds5e3fNrIle8/+dk93Q7uoIP59SWfaxwTVY4QiIiJyIlJC6SSwq7CEbbl7q93f28Od0AAvmvp54eam30yKOEtG7l52F5bs/9jNGBIiAvDxdK/HqFyjoLiMnKIymof61XcoxyW7qJRPF25lfWYhWYUl7CosobC4nK7NQhiQGM6ANmFEBPrUd5gCFJWUM2nBVj5ZsIWC4vL97b6e7vRq2ZQBieGckhBKiJ9XPUbZMJVVOBg7awPjZm8ku6iUbs1D+L8zEvFwcyOroISswhImp6Rz4eu/88i5SYzo00IzlqRBs9aSv7ecrMISvNzdiGviq59lRUTqkbHW1ncMR5WcnGy15O1QxWUV/LByJ1MWpTNrTRaO4/g0ursZmvp74eukh113N0MTP0/CA70JC/A+5O92UYH4eyuHKSePvaUV/L5uF7+tzWLW2l1s3FV0SB8fTzd6twxlYJtwBrcNp3V4QD1EWnv5xWVMnLeFRZtzWLUjn63ZlUnswW3DeeDsJNpGBdZzhNWzeXcR7/y2kc9StlJc5iAqyIewQC/CA7zx8nBj4aYcdheVApXXNv66XvUcceO1q7CE8b9v4oO5m8nbW0aPFk1oHe6///2cPWXM3bCbguJy3AwMbhvBsxd3IiJIiUCArdl7uOuTxSzeksup7SK4bXBrkls0OSRhtKuwhH98tpSZq7M4q0Mkz13ShWA/z3qKWuRQZRUO3v5tAx/N3UJWQQmlFY797/l7udMuOoik6EBu7N+K+DD/o4wkIiIHM8akWGuTj/t4JZROLCXlFbwxcz3jfttIQUk5McE+XNQ9lm7NmlDdXyruLatgV0EJuwpLD/mPuTbKHZbsohKyqsbOrnoo28fH042hHaK4uHscpySE4a7fKMkJyOGwzN+UzeSUdL5fsYPCknJ8Pd3p06pypkSLA2bsFJc5WLApm1lrs9iQVZlsGtgmnFsGtqJf69ATYiZAWYWDifO28PLPa8kuKqVVuD9J0UG0jw7CWsvYWRsoLCnnsh7N+NuZbYhsoA/zpeUOnvx2JR/O3Yy7m+HCrrHcPLAViZF/TYQ5HJaV2/N5dcY6pqXuIO2JoSflDLOGrKiknLGzNvD2bxvYW1bBWe2juHlQK7o3b3JI3/IKB0vTc/klLYtxszfi5+XOC5d3YXDbiHqIvOH4bvl27pu8DCw8fXEnzu8Sc9T+Dodl3OyN/HtaGhd0jeHFy7vWTaAix7A8PY/7Ji9j5fZ8BiSG0T4miPCqX1buKa0gbXs+q7YXkLIlh6t7N+fxYR3rO2Rp5IwxDBo0iJkzZ9bJ+QYPHsyvv/5KfT7TN4QY5PjVNqGk6SInkJTNOdw/eRlrMws5u2MU1/RtQZ+WoQ12qm9ZhYPsosqk1c78YmakZfL10m18uWQbkUHenNoukoGJYfRLCCPYV78NlYatoLiMT+ZvZcIfm0jP2UuAtwfndIrigi6x9GzZBG+Pwycdzu0cDUB6zh6+WrKN937fxNXvzKNjbBAPnpNEv9ZhdXkZNTJrTRaPTk1l464i+rYK5cFzkugUF/yXPiP6tODVGet4/4/NfL9iO69f3YP+iQ3rmnYXlnDbR4uYvzGba/u24PYhCUdMfLm5GTrGBnN6+0impe5gZ34xLUIb7m+89yXAZq3N4vd1uygrt4T9P3v3HR5F9TVw/DvpvfcE0klCC5BQQxVEQBFRpEgH6SJWwN67ovLzVZQOUhSkSRVQBKSG0AKB9N573U12d94/EiJIDdkkC9zP8/AAs1PuJltmzpx7jqURDhbGOFuZ8GQHd1ytTZt6mHdEpdaw4VQqC/ZGk1OiZFAbF17uH3DLrD4DfT1CPO0I8bTjifZuPLf2NBOWn2RqTx9e6R+AkYFeIz6DpqfRyHy4I4pl/yQQ3MyG/41sf0fTUvX0JKb09OFIXC6XMkoaYaSNr1KlIa9MiUr97wWPgb6Es6WJzp5HPcgUVWq+3hvN4kPxOFgYs2hMCANau9x0/SH/9w+x2aWNOELhQXLlBuCDGjCZMGECK1euJCEhAdF9XfgvEVC6ByhVaj7ZeYmVRxNxtTJh2YRQHgp0buph3Zahvh7OViY4W5nQ2t2avkHOvPVYS/66lM2WM2n8fjaddSeS0deT6NDchsfbuTO4rauogyHolKxiBcv/SWTNsSRKlCo6e9vx6iMB9G/pgqnRnWeueNiaMauPH5O7e7PldBr/+zOWOevPcPy1vjp5MbPrfAbPrTuNl70ZyyaE0ifA6YYZVTZmRrz5WEtGd/Fk+upTjF9+grcfa8m4rrpRi+VSZjHPrgwnp0TJtyPbMaSd+x1t52xlDEBmkW4GlGRZZsmhBBb9HVc7RS/QxRJrU0MuZZaQW5JLsULF//6MYXJ3b6b38sXSRHcD96kF5Ty/7jQRyYWEeNqyaEwIIZ7XZyTdip+TJVtmhfHhjov8dDCeovIqPhvWtoFGrHsqVRpe2XCWbWfTmdDNi9cHBdU5oOZha8appIIGGmHjupRZzJJDCZxOLiC3tJKiiqobrnf1lKm+gc70CXyws9t0QVxOKbPXnuZiRjGjOjVj/sCg29549HO04FBMTiONUBBuLioqCjOze7O+pCDcDRFQ0nGlShVTV4VzJC6PcV09mTsgEIt7uA6RiaE+A9u4MrCNK1VqDWdSCjkUncOeC1m8tSWSD36/yEOBTjzS2pmWrtb4OJpjqP9g3WEWdIMsy2w4lco7Wy+gVKkZ2MaVaT19aOthU6/9mhjqM7JTc4wM9Hjp17OcTysiuFn99qltuyMzmb3uNMEe1qya3PmOPnO8Hcz5bWY3Xlh/mne2XeByVgnvPd6qSd+/JxLymbj8BObGBvw6rWudfs4uNRlMmcWKBhrd3bs6C6VnC0eeaOdGd//ri4in5Jfz5R+X+b+/4lh/IoUXH27BM52a61wAc3dkBnM3nkMjwzcj2jGkndtdByNNDPX58Ik2mBsZ8OPBeJ4O9SDUy07LI9Y95ZUqpv8cwcHoHOYNCGR6L5+7+hk2szOlWKGiqKLqnswclmWZo/F5/HQwngOXczA11KeHvwNhfiY4WFTXc7w6yKaoUhOTVUJURgmbI9LYcjqd8+/214lg+IPqt1OpvLU1EmMDPZaOD6Vv0J3dQPVzsuC3iFSKFVVY6XDwXLj/BQYGNvUQBKFR3buRiQdAbqmSictPcjGjmAXDg3myg0dTD0mrDPX16OhlR0cvO158uAUXM4r57VQa286msftCJgBG+nr4O1vQ0cuOni0c6OJjj5mR7r9siyqqyClRkF1TT6pKpcHB0rh23r+DhZE4YdVhJYoq3twSydYz6XT1sefTp9poPUulT4ATehLsi8rSqYDSHxcyeW5tBG08rFk5qVOdAtgWxgb8NDaUL/+4zPcH4igqr+K7Z9o3yWs9v6yS2esicLIyYd2ULrhY1622k3PN+lk6FlCqUmuYu/Ecm0+nMTHMi7cebXnTAFEzOzO+Hdmeyd29+XhnFG9uiWRfVBZfPh2Mg4VxI4/8ekqVmg+3R7H6WBLBHtb8b1QHrXUNfL6vP9vOpvPmlki2z+6OwX18Y6KwvJKJK05yNqWQz55qw4iOze96Xx621T//1IJyrE2tb7O2blFUqZn32zm2nknHwcKIlx9uwZguntia31nW8+KD8Xy0M4riCpXOFiXXaGSS8suJyiiu+VNCeeW/nQ/1JAmbq5qjeNmb0yfQ8Z44b1JrZF7fdJ5fwlPo5G3HtyPb1Wm6rp9T9dTY2OzSG9ZbE4TGcqMaSiUlJXzzzTf88ssvJCcnI8syTk5OhIaGMnfuXEJCQmrXXbFiBb///junT58mIyMDQ0ND2rRpw4wZMxgzZsxNj6tUKvnggw9Ys2YN6enpeHh4MG7cOF577TWMjK7/HLx06RKffvop+/fvJysrC1tbW/r27cs777xDQEDANc/nCm9v79p/e3p6kpiYeM0+VSoVn3/+OcuXLyc5ORknJyeeeeYZPvjggxuOQbg/6P43zAMqtaCccUtPkF5UweJxIffEFLf6kCSJVm7WtHKz5vVBgcTllHExo4iojBIupBex/mQyK44kYqSvR6iXLY8HuzGoratO3YUqKq9i+/l0NkWk3XbKwJy+/rz4cItGGplQF5FpRcxaG0FKfjkvP9yCmX38GqSAvK25EaGeduyLyubl/gG336AR/HUpm1lrI2jlXh1MupspUnp6EnMHBGJlasinuy7R7pANU3r6NMBob06WZeZuPEtBWRVLx3esczAJwNLYADMjfTKLlA0wwrujqFIzc00Ef17K5pX+LZjVx++OgnVtPWxYN6ULPx9P5oPtFxn07SG+GdGObn5NV+squ0TB9NWniEgubJB6R+bGBrz9WEtmrIlg1dEkJnX3vv1G96DC8kpGLzlOTFYp34++dY2ZO9GsJqCUkl9BK7d7J6CUVaxg6qpwzqUV8WK/Fkzr5VPnYvquNtWfExnFFToXUJJlmQPROXy68xKXs6prXOnrSXg7mGN71VjVGpm0wgpySpSUKqsDTeZG+gxo7cpTHdzp4qObdTfVGplXNpxl8+k0ZvXx5aWHA+r8vSsCSoKukmWZAQMGcOTIEbp27cqzzz6LgYEBqamp/PXXX/To0eOagNKMGTNo1aoVPXv2xNXVlby8PHbu3MnYsWO5fPkyH3zwwQ2PM3z4cE6ePMmwYcMwNDRk69atvPvuu4SHh7Nt27Zrzhd2797Nk08+SVVVFYMHD8bPz4/U1FQ2bdrEjh07+Ouvv+jQoQMA77zzDlu2bOHs2bPMmTMHGxsbgNq/r/bMM89w6NAhBg4ciJWVFTt37uTzzz8nOzub5cuXa++HKugUEVDSQYXllYz48Rgliip+ntz5gUjXv5qBvh4BLpYEuFgytH31MkWVmvDEAg7G5LAvKov5m87z9rYLPNzSmYndvJr0Z5RTouTDHRfZFZlJpUqDv5MFLz3cAk97MxxrspIM9fXILVWSW6rk012XiEi+P2pU3G+2nklj7sZz2Jkb8cu0rnRs4NdV3yAnPtl1ibTCCtxtmrZw8qmkAmasOUWAiyWrJnWqd7B2Wk8fzqYU8unuS7T1sKazj72WRnp7q48lsS8qm7cea0lr97u7KJYkCWcrE7JKdCdD6eu90fx5KZuPhrZmdGfPOm0rSRJju3gS6mnLc2sjGL30OM/18WNOX/9Gz96JTCti6qpw8ssr+X50Bwa1cW2Q4wxo7ULPFo4s2BvNY21dcdLRDoR3q6i8irFLTxCTVcqP40Loo4XOdh621Z9DqQXl9d5XYzmbUsjU1eGUKFT8OCaE/q3uLqh2JRsmo1BBoIuVNodYL5FpRXyyK4p/YvPwtDfjwydaE+xhg7+zxS2DZhWVas6mFrI5Io0d5zP4LSKVQBdLPh/Wtt5Tt7VJrZF5dWN1MOnVRwKY1cfvrvbTzNYUI3094kRhbkHHREZGcuTIEZ544gk2b958zWMajYaioqLr1vf19b1mWWVlJQMHDuTTTz9l+vTpuLtfXw8yKiqKCxcuYGtbHVD96KOP6NOnD9u3b+fnn39m7NixABQUFDBq1CjMzMw4ePAgLVu2vObYXbp04dlnnyUiIgKAd999l8TERM6ePcsLL7xwy6LccXFxXLhwATs7u9oxBAcHs2rVKj755BNcXOp300PQTXd8FilJkr4kSaclSdpe8/+HJEmKkCQpUpKklZIkGdQslyRJWihJUqwkSeckSepw1T7GS5IUU/NnvPafzr1PlmXm/XaO7BIFqx7AYNLNmBjq093fgdcHBbH/pV5snRXGqI7NOBKbyzOLj1NQU5S2sR2KyWHgt4fYHZnJM52as312d/54sSfP9/VnSDt3uvk64O9siZeDOaFedgxo7UpbDxsScsuaZLzCjWk0Ml/sucSc9WcI9rBh++zuDR5MAujXsjrzcH9UVoMf61ZiskqYtOIkLlYmrJjYSSu1UyRJ4vNhbfG0N2PW2tONNnUsKqOYD3dE0SfAkUlhXvXal7OVMVlFuhFQis4qYenhBIaHetQ5mHS1IFcrfp/dnadDPPjfn7GM/OkYaYUVWhzpre08n8HTi44CsHF6twYLJkH1a/C9x1tRqdLw0c4oCsoqickq4UhsLrsjM675cyIhn2LFjYs266KiiirGLTvOpcxiFo3toJVgEoCNmSEWxgakFjTea6I+zqcWMfzHoxjq67FpZre7DiYBuNZkMqYX6cZzr1Rp+GjHRQZ/d5iL6cW8M7gle1/sxZgunrTxsL5tBpapkT5dfOz5bFhbwt/sx4LhwRSUV/LE//3DRzsuXjNVrqloNNXnvJsi0njp4RZ3HUyC6puR3g7motOboLNMTa+/cainp1cbALriv8EkACMjI2bNmoVKpWL//v033P9bb711zb5MTEz45JNPAFi2bFnt8lWrVlFYWMh77713TTAJoHXr1kyZMoXTp09z8eLFO39yNT777LPaYBKAubk5o0ePRqPREB4eXuf9CfeGumQozQGiACtJkvSAlUBfWZajJUl6HxgPLAUGAv41fzoDPwCdJUmyA94BQgEZOCVJ0jZZlkWqxlXWHE9mz4Us3hgURDsdqquiSyRJIriZDcHNbBjesRmPLjzM9nPpjO3q1WhjqFJrWLA3mkV/x+HnaMGaZzsT4GJ5R9t6OZiz/Vw6SpX6pq3mhcZTplTxwi9n2Hsxi5Edm/H+kNaN1mrc19ECbwdz9kVlM64RX79XSy+sYNyyExgZ6LF6cmet1taxNDFk0ZgQhnz3DzPXRLBuSpcG/dmWKVXMXncaa1NDvng6uN61m1ysTAjXgY5Xsizz1pZIzI0NmDeg/sU+zYwM+HxYMGF+Dry+6TyDvj3E58Pa8kg9LsZvR1Gl5tNdl1hxJJEOzW1YNDbkuiLiDcHbwZzpvXxY+GcsW8+k33Z9D1tTglytCHK1oqWrJUGuVjSzNdOpaUKlShXjlp3gYkYxP4zW7pR4SZLwsDW9JzKUSpUqZq+LwN7ciC2zwur92eVkaYyeVN3Zsakl5ZUxe91pzqUWMbpzc+YOCKxXoN/EUJ8nO3jQr6Uzn+66xOJDCey+kMk3I9rXuZuitmg0MvM3nWPjqVRe6OfP8339671PPycLItOLbr+iIDSili1b0q5dO9atW0dSUhJDhgyhe/fuhIaG3rCuUHJyMp999hn79+8nOTmZioprg9xpaWk3PE6vXr2uW9a9e3f09fU5ffp07bKjR6tv6pw9e5Z33333um2io6OB6oyn/wacbic0NPS6Zc2aNQOqM6OE+9MdBZQkSfIAHgU+Al4C7IFKWZaja1bZC7xGdUBpCLBKlmUZOCZJko0kSa5Ab2CvLMv5NfvcCwwA1mnv6dzbLmeW8MH2i/Rs4cjk+7Teg7a1dLUiwNmSzafTGi2gVF6pYvKKcI7G5zGqUzPefqxVndrHe9mboZGra1RcmfMvNI2U/HKmrAonOquEdwa3ZEI3r0YvIN0vyImVR5IoVaoavYNjbqmScctOUKpQ8cu0rjSz036b2xbOlnw2rC3PrzvNi7+c4duR7RpkipVGI/PCL2eIzyll1STtBMacrU3ILlYiy3KTFtHfeiad4wn5fDS0NfZaDPgNaedOsIcNz62LYNrqU4wIbcbrg4K0Xj/m6hbgk8K8mTcwoFGD6TP7+GFmbICRvl5tcwRrU0Ou/EpluboGz8XaQsfF7I/KQiNXP25tasjITs2YFOaNcxNPm1Oq1ExbHU5kWhHfj+5Qm+WoTdUBJd3I0rmVt7dGkpxfzvqpXbXyfjfQ18PZyoT0wqYNKP1+Np3XNp1HT4JFYzowoLX2svisTAz5eGgbhgS78erGc4z66RgfP9mGYSGN2/RFo5F5Y8t5fg1P5fmH/Hihn3ZqSvo6WbArMgNFlbrONbQEoaHo6+vz559/8v7777Nx40bmzZsHgKWlJePHj+eTTz7BwqL6eiA+Pp5OnTpRUFBAjx496N+/P9bW1ujr65OYmMjKlStRKm9c29HZ+frvAwMDAxwcHMjOzq5dlpeXB8DixYtvOe7S0rpn+92orpKBQfW5rVqtrvP+hHvDnV69fAPMBa6kYOQCBpIkhcqyHA4MA5rVPOYOpFy1bWrNspstv44kSVOBqQDNm999t5J7iaJKzex1EViaGPDV08E6dTdUl0mSxNAO7ny66xKJuWV4OWi3E9d/VVSqmbTiJCcS8vnq6WCeuouTsCtjTMwtEwGlJnQiIZ/pP5+iSq1hxcRO9Gzh2CTj6BfkzOJDCRyKzmFgA07/+a+U/HLGLTtBRlEFyyd0oqVbw9UMeTzYjexiBR/uiEKSqlvDazuo9Pmey+y9mMU7g1vS3V87xaZdrEyoVGvIL6vUaiCnLooVVXy4I4pgD2tG1qN71814OZjz24xuLNgbzZJDCfx5OZv3H2+lldeiSq1h/ckUPt4ZVecW4NpkYqjP9F7XTyG4Wks3K/oE/jttrKJSTXRWCVEZxRyKyWXxwXiWHU7giXbuTO3pg7/znWWkapNGI/Pyr2f5JzaPL58ObrCMMg9bM47G5TV5IPVWtpxOY1NEGnP6+tPJW3vTk12tTchowilvuyMzmL3uNCGetnw7sl1t1z1t6+xjz7bnwpi5JoJXNpwlOquEeQMCG6QBxX9pNDJvbo1k3YkUnuvjp9UGJX5OFmhkSMgtI8hVd+pgCYKtrS1ff/01X3/9NbGxsfz999/8+OOPfPfddxQWFrJ69WoAFixYQF5eHsuXL2fChAnX7GPdunWsXLnypsfIysq67rpZpVKRm5uLldW/7wdr6+rakmfPnqVt27ZaeobCg+y2Z/SSJD0GZMuyfOrKsprso5HA15IknQBKAK2FHWVZ/kmW5VBZlkMdHZvmIq+xfbQjiuisUr4a3g5Hy6Zv53wvGdLODUmCzadvnAKqLRWVaiavrA4mfT2i3V0FkwC8a9rPJ+aJOkpN5ZeTyYxecgwbU0O2zAprsmASQIinLdamhuxtxDpKlzNLGLboCHmlStY825muvg1fMPvZHj68NjCQ7ecyeHnDWdRX0j+0YOOpVBb9HccznZszoZuX1vZ7JRslq7jpOr0t+COavDIlHzzRusEu9owN9HltYBBbZ4XhaGHMjDURTF0VTnhiPtVf93UjyzJ/Xspi4LeHeHNLJMEeNuyc06NJgkl3y9RIn+BmNozs1Jz/G92BA6/0YVSn5vx+Lp2Hvz7I5JobC3fz87kbsizz/vaLbD+XwfyBgQ2aUeJha0pZpZrCct2sKZWUV8abWyLp6GXL7IfuvubOjbham5LRRFPe4nJKeWXDOYKb2bB2SucGCyZdYWNmxMpJnRjX1ZOfDsbz7MqTlDRwHTFZlnl7WyRrjyczo7cvL/dvodWgpZ/jv53eBEFX+fn5MXnyZP7++28sLCzYunVr7WOxsbEAPPXUU9dt9/fff99yvzd6/PDhw6jVatq3b1+7rEuXLgAcOnTojsesr1+d8SeyjIQbuZNbxGHA45IkJQLrgYckSfpZluWjsiz3kGW5E3AQuDL9LY1/s5UAPGqW3Wz5A2/PhUxWH0tiak8fejXhhe29ytXalK4+9mw5k9ZgJ/eKKjVTVlVPc/tqeDBD2t0wue6O2JgZYmViIAJKTaC8UsWrG84y77fzdPGxZ/PMMHwdmzZLzEBfj4cCnThwOUerQZabOZVUwPAfjyLL8Ov0roR4Nl7h/2m9fJk7IICtZ9J5+dczVKk19d7nycR8Xtt0jm6+9rz3eCutXpz8G1BqmgvM2OxSVh1NZHTn5o3Slam1uzVbnwtj/sBADsfmMmzRUXp/eYBv9kUTn3PrC7TyShURyQWsOZ7E6CXHmbQiHJVGZtGYDqyd0rm2g9a9qrm9Ge8Pac2R+X15oZ8/EcnV76Oh3x/hz0tZDRpYkmWZb/bFsOJIIs9292ZaT58GOxZQO/VVF6e9qTUyc9afQU+Cb0a213qm45UMpcYKFF5RXqlixs+nMDLQ44fRHRptSqihvh7vD2nNh0+05lBMLkO/P0JiAzUNyS+r5NmV4fx8LJlpvXyY+0iA1jPgfBzNkSQRUBJ0S0JCAvHx8dctLygoQKlUXlOs+0oHtQMHDlyz7p49e1iyZMktj/PBBx9cU6dIoVDw2muvATBx4sTa5RMnTsTGxob33nuPEydOXLcfjUZz3fHt7atvPCYnJ99yDMKD6bZT3mRZfo3q+khIktQbeEWW5TGSJDnJspwtSZIxMI/q+koA24DnJElaT3VR7iJZljMkSdoDfCxJ0pXqf/2v7PdBll5YwdyN52jjbs0r/QOaejj3rKHt3Xl14zkikgu0foGs0ci8sP4M/8Tl8sWwYIa2r9+dYUmS8HYwJzFX94ue3k+iMop5bm0E8bllzH6oadql30zfICc2n07jdHJBg3V2lGWZn48l8cGOKNysTVg9uXOD1Ey6nZm9/ZBl+GLPZTKKFPwwJgQ78+uLUt6Jvy5n8/za03jYmvH96A4Yavn36VLT9SmziQJKX++LxsRQX2v1Re6Eob4e03v5MraLJ7sjM9l0OpVv98fwzb4YmtuZ0cPfgZ4tHNGXpOp6Q5nFRGWUkJhXxpVrcAcLY957vBXPdG6u9d9JU7MzN+KFfi2Y1tOXjadS+OlQPJNWhNPVx543Hg2itbu1Vo9XUFbJqxvPsi8qmyc7uPP6oKAGn4bmYVt9cZNSUE4bD+0+n/padyKZMymFfDOiHe422g9SutqYoqjSUFhehe1dfi7VlSzLzP/tfHUAeVJn3Brged3OmC6e+DiaM3NNBE98/w/fP9OBbn7amToMcDQujxd+OU1BWRXvDm7J+AaqV2hiqE8zWzNibxMAF4S79d9paFf7/vvvMTO7/rzq7NmzPPnkk3Ts2JGgoCDc3NzIyclh69atVFVV1dZUApg5cybLly/n6aefZtiwYbi5uREZGcnu3bsZPnw4v/zyy02PHxQURKtWrRg2bBiGhoZs3bqVuLg4Hn30UcaOHVu7nr29PRs3bmTo0KF06dKFvn370qpV9Q25lJQUjh49Sl5eHgrFv+c+ffv25YsvvmDKlCk89dRTWFpaYmNjw3PPPVfHn6BwP6pPBdhXa6bD6QE/yLL8Z83yncAgIBYoByYCyLKcL0nSB8DJmvXev1Kg+0GlrikiW6XWsHBU+0brLHU/GtjGlbe2RrIpIk3rAaWv9l5m94VM3nw0SGvTDLwczAlPFN0OGsPVgRRrU0PWTO6s1RNlbejZwhEjAz1e23Sez4a1pUNz7XbdKSyvZN5v59hzIYs+AY58+XRwk9UEApjVxw83GxPm/XaeIf93mKXjO9KiDjVpZFlm6eEEPt4ZRaCLFUvGh2Jjpv2LPydLY6Qm6vp0Mb2YHecyeK6Pn1Y7790pc2MDngrx4KkQD9ILK9gXlcXB6By2nE5jzfF/71A2tzMjyNWSIe3cajqjWeFha6qztXe0xdRIn7FdvRjRsTlrjyfx7f4YHvvfYYa2d2dSmDet3a3q/TM4Hp/HnPVnyC+rbNSmAVemWulap7e8UiVf7LlMVx97hrRza5BjuNYEkdOLKhotoLTqaBLbzqbz6iMBWqv/dje6+TqwdVYYz64MZ+yyE7zcvwXPdGper8/WrGIFK44ksujvOLztzVk2oSOt3Bo2SOnnZEGcyFASGsitahh98803NwwohYaGMn/+fP7++292795NQUEBjo6OhISE8PzzzzNw4MDaddu2bctff/3Fm2++yY4dO1CpVAQHB7Np0yZsbGxuGVD69ddf+eCDD1izZg3p6em4u7vz7rvvMn/+/Ou+O/r27cu5c+f48ssv2bNnD4cOHcLIyAg3Nzceeuih66bcPfLII3z11VcsXryYb775hsrKSjw9PUVASQBAauy03roKDQ2Vw8PDm3oYDWLh/hgW7I2+6+LOwrWeX3eav6NzOPFGX62li2+KSOWlX88yqlMzPh7aRmsn8wv2RvO/P2O49MGARu129KApKq9i7m9n2XMhi941gZSmuDi/Ewejc5j/2zkyihVM6ObFK/0DMNdC17cTCfm8+MsZsksUzBsQyKQwb50p+n86uYCpq09RrlTx7uOtGBzsdtvOPIoqNW9tiWTDqVQGtnbhq+HBmBk1XHe80A/30S/IiU+fatzClc/W1Gs7NO+herUL17ZKlYYzKYXoSRDgYomlie6MrSkVK6pYdCCOpYcTUKo0+DtZ8GQHD55o71an6X4ajczJxHw2nkrlt4hUPO3N+d+o9lrPfLqdtu/uYUg7dz54onWjHvdWXt1wls2n09g1p0eDFUU/nVzA0O+PsGRcaIN00PuvhNwyHvnmIN39HFgyLlQnPptLFFW8+MsZ9kVlY6SvR98gJ57s4EEPf4fbfj5rNDL55ZX8E5vLbxFpHI7JQSPDUx08eH9IK618p93OxzujWHEkkaj3BzRKkXFBEIR7nSRJp2RZDr3b7Ru3R7VQ68DlbL7dH8MT7dx4ssPd1+MR/jW0gzvbzqbz16UcBrSuf/ebU0n5zP/tPF187Hh/SGut3hn2djBDlqs7bfk5NX63oAfBqaR8nl93hqxiBW8MCmJyd90JpNxIzxaO/PFSL77YfYkVRxLZE5nJ2K5edb4gvaJEUcVnuy/x87FkmtuZsXF6N4Kb2Wh/4PXQvrkt254LY9rqU7y68Rzvb7/IY21dGdreAy/7f+/yFStUHInL5WB0Dkfj8iirVPN8X39e6Ovf4L9TZyvjRq+hdDq5gH1R2bzSv4VOBZMAjAz0tNpV635hZWLI3AGBTOvpy47zGWyKSOWz3Zf4fM8lwnwdeLKDO4+0crnhBbVaI3M+rYj9UVlsPp1GakEF5kb6jO7sybyBgVg0wkX4f3nYmulUhlJ4Yj4bTqUyrVfDdti7Mt0soxHe8xqNzPzfzmFsoMenT7bRme8nSxNDFo8L5UJ6MZsi0th6Jo1dkZnoSeDjaEGQqxX+ThaUV6rJLVWSU6Ks/TuvrLK2FqC7jSmz+vgxtL07Po1Yq9DP0YJKlYaU/PIG7/wrCIIgiIBSk/j9bDov/XqGFs6WfPCEdgMVD7Iefg44Whrz8c4obM0M6exzd52rqjsUZTN34zncbEz4YXSI1uuAeNV0ekvIFQElbStRVPHDgTh+PBiPu40pv83QvUDKzVgYG/DekNY83s6NT3Zeqr0g7e7nwOPBbvQKcMTJ0uS2+9l3MYs3t0SSVaJgUpg3L/dv0Sh3hu+Gq7Upm2eGcSw+j98iUtl6Jp11J1JuuG4zO1OeaO/Oo21cG23aoouVCemNPOXtqz+isTc3YmKYd6MeV6g/azNDnuncnGc6Nycxt4zNp9PYdLo609XMKJIQT1scLY1xtDTGxtSIyPQi/onNpbC8Cj0JwvwceKV/AP1bOTdo5t3tNLMzJS5HNxpHqNQa3tp6AVdrE55/yL9Bj+VgYYyBnkRGYcMXJP81PIXjCfl8+mQbnKxu/7nemCRJorW7Na3drXltUHWR/tNJBVzMKCEiqYDfz6ZjqC/hYGGMg4UxzlYmtHazxsHSCEcLY4JcrejoZdckQTJfp387vYmAkiAIQsPTzSuM+9jqo4m8ve0CHT3tWDw+VEwX0CIDfT2+H92Bl349w4ifjvFM5+bMHxiIVR1+xudTi/ho50WOxefj42DO4vGhDVJHwbvmJCdJdHrTmiq1hnUnkvl2Xwx5ZZU82cGddx9vVaffv64I8bRj44xuJOaWsel0GpsiUnl14zkAAl0s6dnCkVZuVjhaGuNkaYyliSFnUgo5GJ3DoZhckvPLCXC25IcxHWiv5XpMDUFfTyLMz4EwPwc+GKLir8vZFFX8277aSF+Pjl52eNqbNXoA3tnahNMphY12vKNxeRyOzeXNR4N0Nggo3BkvB3NefLgFL/TzJzypgE0RqVxMLyY+p4ycEiWVag1Olsb0DXSmZwsHuvs5NGlts6t52Jrxd3QOsiw3+U2v1ceSiMoo5ofRHRr8PaGvJ+FsZUJGAweRs4sVfLQzii4+dozo2Oz2GzQhQ309+gQ40SfAqXaZokqNsYFek782bsTvSkApp5R+NPy0RUEQhAedOFttJLIss3B/LF/vi6ZfkDPfPdP+tnPRhbrr6GXHnhd6suCPaJb9k8D+qCxGdGxOT38H2jWzuWFXr8wiBYdictgXlcWeC1nYmxvx/pBWjOrUcB2KbMyMsDY1JKGB2vM+SPLLKvn9bDorjyQSn1tGFx87lg8KapQ26w3Ny8Gclx5uwQt9/bmYUczBmBwOReey/J8EqtTX178zN9Knq68903r58HRIs3uy0L+5sQGPtW2Ygrt3w8XKhPyySpQqdaPUO/t6bzTOVsaM6eLZ4McSGockSXT0sqPjVR0cZVmmRKnC0thAJy/Km9lWdzvLK6ts0rpz2cUKFvwRTQ9/B61MZb8TrtYmpDdwhtI72y6gVGn45Mm2Ovn7vx1dPn+1NjXE0dKYWFGYWxAEoVGIgFIjWXkkka/3RfNUBw8+e6qNzrQrvx+ZGRnw5mMtGRzsxkc7o/juzxgW7o/B0tiA9p62mNRcZMtUZwhFZ1WfdDhYGDOrjy/Te/k2SuaYl4M5iSJD6a4oVWr+upTNbxFp/HUpG5VGppWbFUvGhdI3yOmePEG/FT29f6cfzOztR3mlirSCCnJq6lYUlFUS6GpFh+a292QQSZc5W1VfTGcXK2lmd333Fm06mZjPicR83hncUqcv2IT6kyRJp7Mnr3R6S8kvb9KA0sc7o1CqNFqvY3grrjamnEstbLD977mQya7ITOYOCKjNVha0y8/RQgSUBEEQGokIKDWCA5ezeX/7RfoFOfP5sLai60QjCW5mw6/TulJUXsU/cbkcisnhXGpRbcFIAGcrE57q4EHPFo4Eulg2aiDC296Mk4kFjXa8e50sy5xOKWRTRCq/n82gqKIKR0tjJnX3Zmh7d4JcrZp6iI3GzMgAf2fLBi1OK1RzrqltklWsaPCA0vd/xWJnbsTIjs0b9DiCcDsedtXFqVMLKpps2uzRuDy2nEln9kN+jRp4cbM2Yc8FRYNM9yuvVPHetgsEulgypYePVvct/MvPyYItp9N0YsqmIAjC/U4ElBpYbHYJs9eeJsDFim9HthPBpCZgbWbIoDauDGrj2tRDuYanvTlbz6ajqFLfV9kIkWlFmBrp42VvXu/Xe1FFFUdiczkYU93hK62wAhNDPR5p5cKTHTwI87UX2X5Cg3Kxrg4oZTZw16cL6UX8dTmHV/q3wNTo/vk8EO5NtRlKTdTprUqt4e2tkXjYmjKzt1+jHtvF2oRKVcNM91u4P5b0IgULR7VvsCn1QnVAqUSp4p/YPHwczXGwMBbZu4IgCA1EBJQaUH5ZJZNWhGNsqMeS8aGiwKpwDW8Hc2S5ekrB/ZJpciQul2cWHwfA1FCfFi6WBDhb4GxlgqNldTcYSxMDJKoDTTIyRRVV5JYoySlVkltSWTuNK7dUSVaxAo1c3f2sm689c/r6M7CNiyhmLzQal5oMpcwGLtL7w4E4LIwNGNvVq0GPIwh3wsLYAFszQ1ILGr7b2Y0sO5xATHYpS8aFNnqA1dW6Ojsrs0ih1YBSbHYJSw7FMyzEg9Cr6mkJ2tfavTpjeczS47XLHCyMCXSxJMjVkiBXKzztzXGqOS8RQXxBEIS7d8cRDkmS9IFwIE2W5cckSeoLfAHoAaXABFmWYyVJmlCzPK1m0+9kWV5Ss4/xwJs1yz+UZXmldp6G7skpUTJlVTiZxQrWTemCu41pUw9J0DFX2tkm5t0fAaVKlYa3t16gmZ0psx/y51JGCVEZxfx5KYf8MiWa62tIX0NfT8Le3Kg28BTgYomHrSlhftUF1cXdXKEpWJsaYmygR1YDZigl5pax83wGU3r6YG0qgqWCbmhmZ9YkAaX0wgq+3R9DvyAn+rVs/C5dbjYmteNo7W6tlX3KssxbWy5gZqTP/IGBWtmncHMdmtuy8/kepBVWkFtzkyolv5xLmSWsPJpEpUpzzfoWxgY15x7V5yA2ZkboXzVVzthAr/bcxMHSGEcLYxwsjbA3NxYzDwRBeODVJWVmDhAFXClU8gMwRJblKEmSZlIdKJpQ89gvsiw/d/XGkiTZAe8AoVTXQz4lSdI2WZbvuyIyF9KLmLIynPzySv43qj0hnrrftltofF721VMKEu+TTm/L/kkgNruUpeND6Rt07UWAWiOTX1ZJTomSskrVNY9ZmRjiYGGErZkReuLETNAxklTdRjyzWNlgx/jxYBwG+npM7u7dYMcQhLrysDXlUkZJox6zUqVh1toIJOCdwa0a9dhXXJnmmqHFrMRtZ9M5Gp/HB0+0btIi5w8KSZJo6WZFS7frayuq1Bric8uuaWyRe9XflzNLKCyv4up7YOWVKhRVmuv2pSeBnbkR34xoT3d/hwZ8RoIgCLrrjgJKkiR5AI8CHwEv1SyW+Te4ZA2k32Y3jwB7ZVnOr9nnXmAAsO5WG2UWK8guVuBUM+1A1+2OzODFX85iY2bIxundtHZ3S7j/2JgZYWNmSMJ90OktvbCChftj6BfkfF0wCaqzjxwtjXG0FCfSwr3HxcqErAaa8pZZpGDjqVRGdGyGk+W98T0nPBg8bM3YF5WNRiM3WrD/ox0XOZ1cyP8906HBi+DfjIO5MYb6EulF2snOKlZU8dGOKNp6WPNMJ1Fwv6kZ6OvRwtmSFnXIDJdlmbJKNbn/CT7llCjJKa3ExVqc2wiC8OC60wylb4C5wNWfvs8COyVJqgCKgS5XPfaUJEk9gWjgRVmWUwB3IOWqdVJrll1HkqSpwFQAIxc/un/2F0PbuzMhzIsAZ0udy2JQa2T+ic1l46lUtp1Np31zG34cGyIuDoTb8rI3J+k+CCh9uOMiGlnmncEtm3oogqB1ztYmDdZG/P/+ikUjw7Sevg2yf0G4W81sTalUacgpVdZ2O2xIW06nsfJoEs929+bRtk3XRENPT8LF2kQrddNUag2z154mv6ySxeNCxfSoe5QkSVgYG2BhbFBbrkAQBEGodtuAkiRJjwHZsiyfkiSp91UPvQgMkmX5uCRJrwILqA4y/Q6sk2VZKUnSNGAl8FBdBiXL8k/ATwBt23WQH+/owYbwVH4JT8HMSJ8Al+qCekGuVrR0tSTAxQqLRih4rahS/yc1tpK4nFK2n0snq1iJlYkBk7t78+ojAfdV1y6h4XjZm3Ey8d6e9XkwOoed5zN5pX+LJrujLAgNycXKmD+KtN9GPDqrhLUnknmmU3Px3hF0zpVOb6kF5Q0eULqUWcz8Tefo5GXHPB2oMeRqbUpGYf0DSh/tjOLv6Bw+Gtqa4GY29R+YIAiCIOiYO4nChAGPS5I0CDABrCRJ2gEEyrJ8pX3CL8BuAFmW867adgnwec2/04DeVz3mARy43cGNDPT48Ik2vNivBfujsrmYUUxURjHbz6az9nhy7XrN7cywMm2YoFK5sjqQVKJUXfeYgZ5E7wAn3hnszkOBTiKQJNSJl4M5W8+mo6hS33OvndSCcpYdTmT9yWS8HcyZ0tOnqYckCA3C2coEpUpDUUUVNmZGWtmnLMt8sP0i5kb6vPhwC63sUxC0qZlddTOR7ecyaO1ujbFBw3xHpeSXM231KaxMDPludHudaMDgam3CqaT63exZczyJ5f8kMjHMi9GdPbU0MkEQBEHQLbeNwMiy/BrwGkBNhtIrwBNApiRJLWRZjgYeprpgN5IkucqynFGz+eNXlgN7gI8lSbpSobr/lf3eCXsLY4Z3bHb1uEgvUhCVXh1gupRVgqJSfae7qxMTe316WlTXf7nS2cHRwqS2w4ORQdOf/Aj3Jm8Hc2QZDlzOwdRIn9wSJTmlyn//LlUiy9R2F7n2byOcrUywNzfSatbEf6nUGvLLKsm+Kjvvn9hcfj+XgQQ83s6NF/q2aLCLDUFoaleyMzKLFVoLKP15KZtDMbm8/VhL7My1s09B0CZvBwseaeXM8n8S2ReVxdxHAnmsratWv2+Ox+cxY00EKrWG5RM76UypAFdrU7KKM+66ftSR2Fze3nqB3gGOvDEoqAFGKAiCIAi64a5SemRZVkmSNAX4TZIkDVAATKp5+HlJkh4HVEA+NZ3fZFnOlyTpA+BkzXrvXynQfTckScLdxhR3G9MmaSsrCNrg42ABwPSfT12z3NRQvzZoBHA6uZCcEiUVVdcHTe3MjQhytSTIxQp/Z4uawGd1wNPM8N+3uFqWKSiv7rSWU6KkqOI/XUyUqmumc16Z3plfXoksX3tMcyN9JoV5MTHMGzcbU+38MARBR13p+pRZpCDQ5fquQXVVqdLw4Y4ofBzNGdtVZC4IuklfT+LHsaEcisnh452XmL3uNEsOxTOzjx8PBznXu57lLyeTeXNLJM1szVgyPhQfRwstjbz+3GxMqFLL5JYp6xzkOpmYz7SfT+HjYM7CUe0x0IGMK0EQBEFoKHUKKMmyfICaaWqyLG8GNt9gndqMphs8tgxYVtdBCsL9qrW7Fd+P7oDEtVlI5jepCVamVF1Txyu9SMHlzGKiMkpYdSyJStX1bW3rwsRQrzYTz9PejBAv25qsvOpljjXZeU5WxvfcFD1BuFsuNRlK2cVKrexv1dFEEnLLWD6ho05M7xGEW+nh78j22Q5sPp3Gt/ujmba6OljybA8fnuzgXqfvAlmWCU8qYM2xJLacSaeHvwPfPdMBa1PDBnwGdedqXX2jJKNQUaeA0v6oLGauicDdxpQVkzphZaJbz0sQBEEQtK3hK1kLgnBTkiQxqM2dd7MxNzbA/CZdRlRqDRlFCnJL/80wUlyV0SRJ1dlMV4JWNqaG10xdMDXSx9xIv0GnzwnCvcjJqroldGZx/Yv0ZhYp+HZ/DL1aONIn0Kne+xOExqCvJzEsxIMn2rmxKzKTnw7G8/rm87z7+wVaOFsQ5FLdKMXW/OYBlITccjafTiUlvwIzI32m9/Lllf4tdDKDx7UmKzGjqOKOi2n/diqVub+do6WrFSsmdsTeQrSSFwRBEO5/IqAkCPcJA309mtmZiW5RgqBlxgb62Jkb1TugVFRexfhlJ5BleHtwSy2NThAaj4G+HoOD3XisrStH4/I4EJ1DVEYxf17KZsOp1FtuK0nQ3c+Blx5uwSOtXDAz0t1T0H8DSrd/z1dUqvnhQCwL/4ylm689P40LbZTOw4IgCIKgC8Q3niAIgiDchq+jOTvPZ/B0iAftm9vefoP/UFSpmbzyJAm5ZayY2BFfHaoXIwh1JUkS3fwc6ObnAFRPZcstraTsBt1wr7AyNbxnCtDbmRthZKDHpYwSyitVNwx+qTUyv51K5au9l8kqVjK0vTufPtVGNKgQBEEQHiiS/N9quzomNDRUDg8Pb+phCIIgCA+wpLwyxi49QW6pkkVjQujZwvGOt1WpNUz/OYL9l7L4blQHHm1759NcBUFoGgO+OcilzBIkCbzszQlwtsTM+N9g0YW0Yi5nlRDczIY3BgXRyduuCUcrCIIgCHdHkqRTsiyH3vX2IqAkCIIgCLeXXaxg/PKTxGaX8PWIdjzW1u2221zOLGHh/hh2nM/ggyGtGNvVq+EHKghCveWXVXIyMZ+ojGKiMoqJyS69pvGFtakhM3r78mgbV1F7UBAEQbhniYCSIAiCIDSSoooqpqwM52RSPj38Henp70CvFo74OVmgkSGvrLoD4/H4fDadTiUyrRgDPYkX+vnz3EP+TT18QRAEQRAEQaglAkqCIAiC0IgUVWq+3hfNvotZxOWUAWBhbEBZpYqrv1LbuFvzZAd3Hg92Ex2fBEEQBEEQBJ0jAkqCIAiC0ERSC8o5HJPLxYxibMyMcLQwwtHSGD8nS/ycROFtQRAEQRAEQXfVN6AkurwJgiAIwl3ysDVjZKfmTT0MQRAEQRAEQWh0Op+hJElSCXC5qcchCA3MAcht6kEIQgMTr3PhQSBe58KDQLzOhQeBeJ0LD4IAWZYt73bjeyFD6XJ9UrAE4V4gSVK4eJ0L9zvxOhceBOJ1LjwIxOtceBCI17nwIJAkqV71hfS0NRBBEARBEARBEARBEAThwSACSoIgCIIgCIIgCIIgCEKd3AsBpZ+aegCC0AjE61x4EIjXufAgEK9z4UEgXufCg0C8zoUHQb1e5zpflFsQBEEQBEEQBEEQBEHQLfdChpIgCIIgCIIgCIIgCIKgQ0RASRAEQRAEQRAEQRAEQagTEVASBEEQBEEQBEEQBEEQ6sSgqQdwOw4ODrKXl1dTD0MQBEEQBEEQBEEQBOG+cerUqVxZlh3vdnudDyh5eXkRHh7e1MMQBEEQhPuKUqUmu1hJdomSnBIlduZG+DiaY29uhCRJTT08QRAEQdAJV74TJUkiJiYGX1/fG67Xp08fDhw4AMDy5cuZMGFCI41QEO6eJElJ9dle5wNKgiAIgiBoR0JuGdvOpPP7uXRis0tvuI6liQEtnC0Z28WTwcFu6OuJ4JIgCILwYDMwMEClUrF06VI+/vjj6x6PiYnhwIEDtesJwoNCBJQEQRAE4T6m0cj8fi6dpYcTOJdaBEAnbzte7NcCF2tjnCxNcLAwJrdMSUJOGQm5ZRyLz+OFX86w8M8YZj/kx+C2bhjoi7KLgiAIwoPJ2dkZV1dXli9fzvvvv4+BwbWX0UuWLAFg8ODBbN68uSmGKAhN4o7ODiVJspEkaaMkSZckSYqSJKnrVY+9LEmSLEmSQ83/JUmSFkqSFCtJ0jlJkjpcte54SZJiav6M1/7TEQRBEAThiiNxuQz5v3+Ys/4Miio1bwwK4uhrD/HrtK7M6efPiI7N6RPoRBsPa/oEODGpuzcfPNGaPS/05IfRHTDS1+PFX84y4NtDnEzMb+qnIwiCIAhNZsqUKWRmZrJ9+/ZrlldVVbFixQq6detGy5Ytb7jtqVOnmDNnDsHBwdjZ2WFiYoK/vz8vv/wyBQUF162/YsUKJElixYoV7N69m969e2NtbY0kSRQUFGBmZoavry+yLN/weIMHD0aSJFE6Rmhwd3q78VtgtyzLgUAwEAUgSVIzoD+QfNW6AwH/mj9TgR9q1rUD3gE6A52AdyRJstXCcxAEQRAE4Sq5pUomrTjJM4uPk1eqZMHwYHbP6cmUnj64Wpvedns9PYmBbVzZ+XwPFo3pQEWlmqcXHeXtrZGUKkUqvyAIgvDgGTVqFObm5rXZSFds27aN7OxspkyZctNtFy9ezPr16wkICGDixInMmDEDV1dXFixYQFhYGCUlJTfcbuPGjTz22GNYWloyffp0RowYga2tLSNHjiQ+Pp59+/Zdt01KSgq7du0iJCSE0NDQ+j1pQbiN2055kyTJGugJTACQZbkSqKx5+GtgLrD1qk2GAKvk6nDpsZrsJlegN7BXluX8mv3uBQYA67TyTARBEARBICmvjPHLTpBZrGD+wEAmdPPCxFD/rvalpycxoLUrPfwd+WLPZVYeTWTfxSy+HtGOzj72Wh65IAiCIOguS0tLRo4cyYoVK0hNTcXDwwOoDhZZWVkxfPjwG9ZXAnjttdf4v//7P/T1r/0+Xrp0Kc8++yzff/898+bNu267nTt3snPnTgYMGHDN8pkzZ7J8+XJ+/PFHHn744ev2qVarmTZtWn2eriDckTvJUPIGcoDlkiSdliRpiSRJ5pIkDQHSZFk++5/13YGUq/6fWrPsZsuvI0nSVEmSwiVJCs/JybnT5yIIgiAID7TzqUU89cMRCiuqWPNsF6b38r3rYNLVzI0NePfxVmyc3g0TQ30mrjjJ6eTrU/QFQRAE4X42ZcoU1Go1y5YtAyApKYm9e/cyevRozMzMbrqdp6fndcEkgEmTJmFlZcWePXtuuN2QIUOuCyYBhIaGEhoaytatW8nMzKxdrlarWbp0KZaWlowaNaquT08Q6uxOAkoGQAfgB1mW2wNlwLvA68DbDTEoWZZ/kmU5VJblUEdHx4Y4hCAIgiDcVw5G5zDip6MYG+izcXo3Qjy1P6s8xNOW9dO64GBhzKQVJ4nNvnGKviAIgiDcjzp37kybNm1YtmwZGo2GJUuWoNFobjndDarrLH333Xd0794dOzs79PX1kSQJPT09iouLSUtLu+F2nTp1uuk+Z86ciUqlqg1uQXVGU2pqKmPGjMHCwuLunqQg1MGdBJRSgVRZlo/X/H8j1QEmb+CsJEmJgAcQIUmSC5AGNLtqe4+aZTdbLgiCIAhCPew4l8HklSfxtDdn08xu+Dk13Emkk6UJqyd3Ql9Pj3FLT5BeWNFgxxIEQRAEXTNlyhSSkpLYtWsXy5cvJyQkhPbt299ymxEjRjB79mwyMjIYMmQIc+fO5Z133uGdd97B2toapVJ5w+1cXFxuus+RI0dia2vL4sWL0Wg0APz0008AYrqb0GhuG1CSZTkTSJEkKaBmUV8gQpZlJ1mWvWRZ9qI66NShZt1twLiabm9dgCJZljOAPUB/SZJsa4px969ZJgiCIAjCXfo1PIXZ6yII9rDhl2ldcLYyafBjetqbs3JSR0oUKsYtO0FBWeXtNxIEQRCE+8DYsWMxNTVl+vTppKWlMXXq1FuuHx4ezubNm+nXrx+XL19m+fLlfPLJJ7z77ru8/fbbVFbe/DtUkqSbPmZqasqECRNITEzkjz/+qC3G3blzZ4KDg+/6+QlCXdxpl7fZwBpJks4B7YAbVxurthOIB2KBxcBMgJpi3B8AJ2v+vH+lQLcgCIIgCHW3/J8E5m48R5ifA6smd8LKxLDRjt3KzZrF40NJzitnzi9nUGtu3LpYEARBEO4nNjY2DBs2jNTUVMzNzW9bqyg2NhaAxx9/HAODa3tinThxgoqKu8/0nTFjBpIk8eOPP4pi3EKTuG2XNwBZls8AN+05WJOldOXfMjDrJustA5bd6DFBEARBEO7cDwfi+Gz3JR5p5czCUe0xNqh/8e266uJjzzuPt+SNzZEs3B/Diw+3aPQxCIIgCEJj+/DDD3nyySdxdHTE0tLylut6eXkBcODAAWbPnl27PDs7m1mzbnjZfMf8/f3p27cv27dv5+jRo9jY2DBy5Mh67VMQ6uKOAkqCIAiCIOiOZYcT+Gz3JR4PdmPB8GAM9O804Vj7nunUnIikQhb+GUO75jb0CXBqsrEIgiAIQmNo3rw5zZs3v6N1O3bsSFhYGJs2baJbt250796drKwsdu3aRUBAAG5ubvUay8yZM9m3bx9ZWVnMnj0bU1PTeu1PEOqi6c5ABUEQBEGos/Unknl/+0UGtHJp8mASVNd3+PCJ1gQ4W/LiL2dIyS9v0vEIgiAIgi7R19dn27ZtzJgxg/T0dBYuXMjhw4d59tln2bNnD4aG9Zuu/vjjj+Pg4ACIYtxC45OqZ6jprtDQUDk8PLyphyEIgiAITW7L6TRe/PUMvVo48tPYUIwMdOe+UGJuGYP/dxgvB3M2TO+KiWHjT8ETBEEQhAdNfHw8fn5+hIWFcejQoaYejnCPkSTplCzLNy1vdDu6cyYqCMI9Q6ORKVFUkVmkIDa7lNSCcpQqdVMPSxDuawcuZ/PyhrN08bZn0ZgQnQomAXg5mPPV8GDOpxXxxuZIdP2GlSAIgiDcD7788ktkWea5555r6qEIDyBRQ0kQhNvKKVFyPCGPY/F5HIvPJza79Ibr2ZoZ4mxlwuBgN8Z388LC+P74iJFlmRKliuxiBQXlVZgY6GNurI+5sQG2ZkZNcmFfrKgiPDGfY/H5nE4uQJbB3NgAC2OD2rGZGxlgbmxAC2cL+gQ4oad389azgm5LyS/nhV/O4O9kwZLxoTqb/dO/lQvP9/Vn4f4Y2rhbMSHMu6mHJAiCIAj3neTkZNauXUtMTAzLly8nODiYp59+uqmHJTyA7o+rPUFoIhqNzKHYXLacTiOrWEGZUkVZpZqKyltn61iaGOBoaYyzlQmedmZM7uGNmZHuvR0vZ5aw8M8Ydp7PqA5YGOnT0duOga1dsDIxrA5aGOujqFKTXawkq0RBTFYpX+y5zOJD8Uzp4cO4rp5YNmIr8/qqqFRzJqWQyLQizqcVcSG9iLTCChRVmhuu7+Ngzr6XejVasCY6q4QPd0RxOCYHjQxG+nq0drfC2ECfwvJKUgvKKVOqKatUUaZUcaWTe6CLJXP6+vNIKxcRWLrHKKrUzFwTgVojs2hMCOY6Hqh9oa8/F9OL+GBHFAEuVnT1tW/qIQmCIAjCfSU+Pp7XXnsNMzMzHn74YX744Qf09HQrc1l4MDzwNZRkWeZyVgkp+RVkFSvILlFSXFGFqZE+5kY1d/lr7vqbGeljaWKAn6Ml1mb3zgWyoH3ZJQp+PZnC+pMppBZUYGtmiI+jRc1rRR8TQ330pBtftMtydXZJds3rLaNIwfMP+fFS/4BGfhY3dzmzhIX7Y9hxPgNzI33GdfNiQCsXWrlZ3VEB4DMphSzcH8Ofl7KxNTPks6fa0r+VSyOM/O6VKKpYdTSJxYfiKSyvAsDN2oRW7tZ42pnhbGWCk5UxtmZGKFUaypQqIpILWHU0iW3PhdHWw6bBx/ftvhhWHEnE3NiAsV086eZnT4fmtjfNVpFlmYoqNX9cyGLhnzHE55QR4GzJ+0Na0dlHXOTfK17ffJ61x5P5aWyIzr+PrihRVPHE//1DQXkVv8/ujruN6DgjCIIgCIKga+pbQ+mBDSgVlleyKSKN9SeTic76d/qOJIGFsQHKKg2V6htnJEgSBLlY0dnHjjBfB/oEOqEv7vg/ECpVGpb9k8DC/TGUV6oJ87NnVKfmPNzSGWODu5uCMmVVOOGJ+RyZ3xdTo6adxqKoUvP1vmgWH4zHzMiACd28mNzdG1tzo7va37nUQl7ffJ7ItGImhXkzf2CgztV9KVOqWP5PAksOJ1BYXsVDgU6M6dKcYA8b7C2Mb7ltQVklIR/u5bk+DRsQ3HMhkze3RJJbqmRkx2a8+kggdnX8nag1MtvPpbNgbzQZhQq+Gh7M4OD6tanVVbIsk1pQQWRaEQl5ZVz9NWdrZkRrdysCXCzv+j3bmDaeSuWVDWeZ0duXeQMCm3o4dRKXU8oT3/2DnYURnz/VVgQxBUEQBEEQdIwIKNWRUqXmox1RrD+ZQqVKQ3AzG0aENqO1uxXOVibYmxvVZmBU1mQhlCpVlFeqKVWqKFZUcT61iGPxeZxKKkCp0tC+uQ2fP9UWf2dLrY1TF2SXKDhwKYfMYkVt9palsQGdfezo7G2Pp70Z0k2ycO5Hh2NyeWdbJHE5ZfQLcua1QYH4OlrUe7/H4/MY8dMxPhramtGdPbUw0rtzNC6P1zadIzGvnBGhzZg/MPCuA0lXU6rUfLLzEiuOJBLsYc13z3SgmZ2ZFkZcP7Is8/u5DD7acZGsYiV9A514vq8/wc1s6rSf4T8epUShYtecHlof49U/u1ZuVnw0tA3t6ji+/yoqr2LKqnBOJObz1mMtmdz9/qhxk5RXxr6obP6OzuFcamFtltnNGOpLtHC2ZEArF8Z08dTKa13bDsfkMnnlSTo0t2X15E53lB2oa8IT83np17Mk55fzTOfmzB8YiNU9NAVWEARBEAThfiYCSnWQV6pk2upThCcVMKpTM8Z08aSVm/Vd70+pUrP9bAYf7LhIuVLNcw/5Mb2Xr85lYNRVdrGCH/6OY+3xZJSq6iwtWzNDnCxNyCtTkltaCYCLlQlju3rybA/ve+JO/93SaGQ+3BHFsn8S8LQ3493BregT6KS1/cuyzJD/+4dShapRa/FckV9Wyee7L7H+ZArN7cz49Mk2dPNz0Ppxdkdm8OrGcyDDe0NaMbS9e5MFJC9nlvDOtkiOxefT2t2K9x5vTYin7V3ta/HBeD7aGcXheX3wsNVeoCwpr4zn1p7mfFoRE8O8mD8wUGvvM0WVmhfWn2H3hUym9vRh/oDAe7KuUlaxgp+PJbHzfAZxOWUA+DlZEOppS2t3a9q4W+PnZIGB/r/PLbtYybnU6vpYEUkFnEjMx8RQj6c6eDC5uzc+WggSa8OhmByeXRmOt4M5a6d0qXNGmi4pr1Sx4I9olv2TgJOlCSM6NqONuzVtPKxxtjJp6uEJgiAIgiA8sERA6Q7FZpcwaUU4WcXVUz0ea6u9qR65pUre+/0iv59Np5WbFSsndcLhNlNldFF5pYov90Sz5ngSKo3M0PbuPNvDG28H89oLWVmWicsp5Vh8PnsvZvF3dA5e9ma883gr+gRoL8iiK9Qamfm/nWPDqVTGd/XktUFBDdJdaeuZNOasP8PS8aH0DXLW+v5vRK2RWXsimS/3XKZMqWJyd29e6NeiQafdpeSX89KvZziZWMCgNi589ESbRs0MUak1fH8gjoX7YzA3NuDVRwIY1al5vaasJuSW0efLA7z3eCvGd/PSyjh3nMtg/m/nkCT44ulgHmmAujlqjcy72y6w+lgST7Rz4/NhwfdMMDwqo5glhxLYdjYNlUYmzNeBvkFOPBTohKe9eZ32dTmzhKWH49lyOp0qjYapPX146eEWTRokPxidw5RV90cw6WpnUgp5d9sFzqYW1k5DdLQ0po27dW0AsJWbFS5WJjcNcJbWdFvMLlGSVaxgQGuX+/qGhiAIgiAIQkMSAaU78E9sLtN/PoWxgT6Lx4XQvvndZSLczp4LmcxZf5rmdmasndLlngoqZRYpeHbVSS6mFzMsxINZffzu6MLs7+gc3tt2gfjcMvq3dObTp9reNxc/lSoNL/5yhh3nM5jT158X+vk3WEZNlVpDr8//orm9Geundm2QY1ztREI+72+/QGRaMV197Hl/SKtGm7Kp1sj8dDCeBXsvY2tmxOfD2tK7EYKRibllvPjrGU4nF/J4sBvvPt5Ka6/Vvl8dwM3GlNWTO9drP4qq6im5q48l0a6ZDd89016rWU//Jcsy3x+I44s9l+nu58CisSFY6HAHscLySt7aeoHfz6ZjaqjP8FAPJnX3rnMQ6UZySpQs2HuZdSdSCHK14psR7QhwafxpzAcuZzN19Sl8HS1Y82zn++bz9GqlShVRGcWcTy2q7aYYl1Na25HQ1FAfLwdzfBzM0dOTagNI2cUKyv7TQfPvV3tr5fcvCIIgCILwIBIBpdvYcyGT2WtP4+1gztIJoQ16cQbVdWgmrTiJh60pa6d0wdFS94NKkWlFTF55klKFiv89056HAuuWIVOp0rD0cAJf74vG1dqEpeM74uekG9NG7paiSs30n09x4HIObwwKYkpPnwY/5k8H4/h45yW2z+5Oa/e7n4p5K7HZJXy66zL7orJwsTLhjUeDeKyta5NMPbuQXsSLv5whOquUcV09eW1gUINkR2lqMrE+2hGFob7Eh0Pb8LiWi1F/siuKZYcTOPXWw3ddHyYht4xZayK4mFHM1J4+vPpIAIaNVDNnQ3gK8zedJ9DFkuUTO+JkqXvTkA7F5PDKhrPklVYys7cvk7v7NEi3zf1RWcz77RzFChVzHwlgUph3o0wHlGWZpYcT+GTXJQKcLVnzbGedrOvUUMorVVxMLyYqs4TE3DISav6oNTLOVsY4WZngZGlc3W2x5m9nK2M87c0b7X0iCIIgCIJwvxEBpVvYfDqVVzaco427NSsmdsTGrHFOzo/F5zFx+UncbU1ZO6WzTl6cXbHnQiYvrD+DnbkRS8aHEuRqddf7ikguYOqqcJQqDT+MDqG7v/br8DSGSpWGaavDORCdw0dPtOGZzs0b5bhFFVV0+2Q/fYOc+XZkO60FeWRZ5kxKIetPpLDhVArmRgbM6OPLxG7eOtFV7ss9l1lyOAEfB3O+HtGuzkWxb+VsSiFvb43kbGoR3f0c+OLptrhaa799eXhiPsMWHeW7Z9rXeTqtWiOz6mgiX+y5jJGBHguGB9c5qKsNf13OZubPEdiYGTJ/YCCD27rpRF2lEkUVX/0RzYojifg5WfD18Ha08WiYgOsVeaVK5m86z96LWTwU6MRXTwc3aHCnolLN/E3n2HomnUdaOfPV8HY6nSkmCIIgCIIg3B9EQOkmfj6WxFtbI+nibc/i8aGNfnJ+JajU3M6MX6d1bZA76fX168kU5m86RxsPGxaPC9FK4Cu1oJzJK8KJzSnlgyGtGy0Yoy0qtYbZ606zKzKzSbqufbD9IksPJ+BgYURnb3u6+NgR6mWHv5NFnTo8KVVqLmeW8MeFLLadTSc5vxwjfT2e6dyc2Q/5Ya9j0zGPxOby8oazZJcoGdbBg+ce8qtXJ7iMogoW7o9h/ckUHCyMeWNQEEPauTVYJpZaI9Pxo3309Hfgm5Ht73i7mKwS5v52jtPJhfQOcOTjoW1ws9F+wOtOnU8tYt5v57iYUUwbd2teGxjYIAXa70SxoooV/ySy9HACRRVVTOhWXZi8IWqY3Ygsy6w+lsSH26OwtzDif6PaE+plp/XjRGeVMGf9GS5lFvNK/wBm9PLViUCeIAiCIAiCcP8TAaX/kGWZr/fFsHB/DH0Dnfi/0R0a7QLkv47E5jJh+UnaelizenLnJs8Gudqywwm8v/0iPfwd+HFsCGZG2gu4lSiqeH7daf66nHNPtSXXaGRe2XCWTafTmmzclSoNm0+nciw+n2PxeWQUKQAwNtAjyNWKNu7WNLczw8nKGCdLE2zMDCkoqySrREF2sZLEvDLOpxVxObOEKrWMngRhfg4MDnbjkVYuWJvqXmDziqKKKr7eG83aE8loNDJPdnBnSg8ffB0tbnuBrahSE5VRzF+Xstl/KZsL6cXo60lM7ObFnH7+WDZCm/JXNpzljwuZnHrr4VtOwVGq1ByPz+ePi5n8ejIVc2N93hncqkEDXnWh0chsOZPGl3suk16koKOXLUPauTOojWuD1/PJKVESmVbEicR81hxLolihol+QE8/39aeth02DHvtmItOKmLU2gtSCCmb29mV6L1/MtXCD4nJmCQv/jGHn+QwsjQ34dlT7+7KxgSAIgiAIgqC7REDpKooqNa9sOMv2cxk8HeLBx0+2afLaCjvPZzBrbQR9Apz4cWxIk49HlmW++zOWr/ZG80grZxaOat8gHXKq1Bqer8n0efPRIJ7t0fA1iOpDlmXe2BLJ2uPJvNK/Bc895N/UQ0KWZZLzyzmTUsj5mjbnF9OLKVGqbrqNtakhrd2tajsmdfa2vyfqeF0tq1jBDwfiWHsimUqVBmMDPbzszfF2MMfW3IgrMReNRiatsIL4nDLSiyqQZdCTIMTTlr5Bzgxs7dKoxXp3R2Yy/edTrJvSha6+9rXLSxRVRKYVE5lWxMnEfA7H5lJeqcbEUI9H27jx+qBAncsYg+rP09VHk1h/Mpm4nDIM9CS6+zsQ0twWb8fq34eXvfktgysajUxWiYL4nDKS88sprqiiTKmiVKmmvFJFqVJFmVJFmVJNcn45mcXVAVRJgn5Bzszp699g9cTqokRRxdtbL7D5dBoOFsa80M+fER2b1fnzPL2wgmPxefxxIYvdFzKxMDZgQjcvJnf3fqDqJQmCIAiCIAi6QQSUauSUKJm6OpwzKYXMGxDItJ4+OnG3H6qn3725JZInO7jz5bDgJpvOoNHIfLIrisWHEniyvTufD2tbp2lUdVWl1jBn/Wl2ns9stMLWd+t/+2P4am8003v5Mn9gYFMP56ZkWabkStvsYiUF5VXYmRvVFq29n+quZBcr2H8pm4TcMuJzSonPLaO44t9gmiSBq7UJ3g7VwQ0/JwvCfB2a7MK8TKmi/Qd7sTA2wMqk+vdQpa4Oel3hbmNK7wBH+gY50c3XocmyJ+tClmUuZhSz7Ww6uyMzScorv+ZxSxOD2iLJZkYG1QGimmBRRqGCiqpru3JJEpgbGWBurF/zd/W/XaxMagOhLd2sGiWrrK5OJxfwyc5LnEjMx8fBnK6+9jhZmuBkZYyduRH6V33nlFWqyKlpbZ9ZrORsSiHJ+dU/OxszQ8Z28WRyd+9Gq+0nCIIgCIIgCP/1wAeUihVVrD+RzJJDCRQrqvhmRHsGtHZpxBHemYX7Y1iwN5qpPX14fVBQox+/UqXh1Y1n2XomnfFdPXlncKtGCWxVqTW8sP4MO85n6Gym0m+nUnl5w1mebO/OV8ODdSYQKdx7Vh9LIjwxv/b/epKEj4M5rT2qAyUOOpiJVFfllSoSc8tJyC0jMa/s35buJUrKlCosjKuDRBbGBrjUBPx8HMzxdDDHxtQQU0P9e7pGkCzL7I/K5vsDsSTmlZNfVnnL9Y0N9HCyMqalq1VNXTR7Al0s7+mfgSAIgiAIgnB/uO8DSi1aBcu/7z+Mp70ZJob6KFXq2ru+O85l8svJZMoq1XTxsePNR1vqxPSIG5FlmXe3XWDl0SReGxjItF6+jXbsEkUV038+xT+xecwdUF30tTGDJiq1hudrMpW+ejqYp0I8Gu3Yt/NPbC7jl52go5cdKyd1wshAtJ8WBOHOVao05JQqKSir5OqvUxNDPZwsTbAyNRBBakEQBEEQBEEn1TegpPPzY5Lyy3nkm4NIElgaG1Cs+HfKi4GexGNtXXm2h4/OBpKukCSJdwa3Ir+8ik92XcLW3Ijhoc0a/LjZJQomLDtJdFZJkwVzDPT1+HpEO4oqTjL3t3PYmhs2SVv0/7qcWcL01afwcTRn0dgQEUwSBKHOjAz0cLcxxb0Ju/MJgiAIgiAIQlPQ+QylVsHt5U9W7SAhp4y8MiUOFsbV9WIsTWjpZoWzVf1b3TemSpWGyStPciQuj0VjQni4ZcMFVlILyhmz5DhZxUp+GNOB3k3cQahUqWLUT8eIyS7h58mdG6QF953KKlYw9P/+QaWR2TwrTFwMCoIgCIIgCIIgCA+U+37KW126vN0rypQqnllynKiMYr4e3o5H27pq/RjxOaWMWXKcUqWK5RM7EeJpq/Vj3I28UiVPLzpKbqmSDdO7EeBi2ehjKFWqGL7oKEl5ZfwyravOZ7cJgiAIgiAIgiAIgrbVN6Ak5vg0AXNjA1ZM6Ehbd2tmrY3guz9j0GZg72J6McN/PIpSpWHd1C46E0wCsLcwZuWkTpga6TNu2XFS8stvv5EWVak1zFwTweWsEr4b3UEEkwRBEARBEARBEAThLoiAUhOxNTfi52c7M7S9O1/+Ec1Lv55FqVLffsNbKCqvYsEfl3l60REM9fX4ZVpXWrnpXsCkmZ0ZqyZ1pqJSzbhlJ8gtVTbKcWVZ5q0tkRyMzuHDJ1rTp4mnAAqCIAiCIAiCIAjCvUoElJqQiaE+C4YH8/LDLdh8Oo2h/3eEvy5l1zlbKb+skq/+uEz3z/5k4Z+x9GzhyIbpXfFzsmigkddfgIslyyZ0JKOogonLT1KqVN1+o3pQqTW8vfUC60+m8FwfP0Z1at6gxxMEQRAEQRAEQRCE+5mooaQjdkdm8uGOi6QWVNDWw5o5ff3pE+CEnt717aY1Gpn43FL2R2Wz/1I2p5IKUGtkBrVx4fm+/gS6WDXBM7g7f17KYsqqU3TysuPHcSFYmRhq/RjFiipmrYngUEwu03r6MH9goGjjLQiCIAiCIAiCIDzQRFHu+0iVWsPmiDT+91cMKfkVGOhJOFoa42RpjK25EYXlVWQXK8gpVVKlrv69tXS1om+QE4OD3Wjh3PgFrrVh8+lUXtlwDjcbE/7vmQ609bDR2r6T88qZvPIkCbllfDS0NSM6iswkQRAEQRAEQRAEQWiUgJIkSTbAEqA1IAOTgCeBwUAlEAdMlGW5sGb914DJgBp4XpblPTXLBwDfAvrAElmWP73dsR+kgNIVVWoNO89nEJ1VQlaxkuwSJfllSmzNjHCyNMHJypjmdmb0auGI233S7v5UUgGz10aQU6rktYFBTAzzqlcWUZVaw7oTyXy9NxqNDD+M6UA3XwctjlgQBEEQBEEQBEEQ7l2NFVBaCRySZXmJJElGgBnQCfhTlmWVJEmfAciyPE+SpJbAuprH3YB9QIuaXUUDDwOpwElglCzLF2917AcxoPSgKiyv5JUNZ9kXlU1XH3vGd/Oib5AThvp3XupLlmX2XMjks92XScgto7O3HZ882QYfR92tJyUIgiAIgiAIgiAIja2+ASWDOziANdATmAAgy3Il1VlJf1y12jFgWM2/hwDrZVlWAgmSJMVSHVwCiJVlOb5mv+tr1r1lQEl4cNiYGbF4XCgrjySy6O94pv98CkdLY4aHehDqZYeTpTHOVibYmRlRqdZQqlRRplSRWaTgfFoRF9KLOZNSSEJuGf5OFiwdH8pDgU6iXpIgCIIgCIIgCIIgaNltA0qAN5ADLJckKRg4BcyRZbnsqnUmAb/U/Nud6gDTFak1ywBS/rO8840OKEnSVGAqQPPmoubNg0SSJCaEeTOmiycHLuew7kQyPxyIQyPH3XZbZytj2rhbM6OXL092cMegDplNgiAIgiAIgiAIgiDcuTsJKBkAHYDZsiwflyTpW2A+8BaAJElvACpgjbYGJcvyT8BPUD3lTVv7Fe4dBvp69GvpTL+WzuSWKknKKye7WEF2iZK8skpMDPUwNzLA3NgAewsjWrlZ4WRp0tTDFgRBEARBEARBEIQHwp0ElFKBVFmWj9f8fyPVASUkSZoAPAb0lf8txpQGNLtqe4+aZdxiuSDclIOFMQ4Wxk09DEEQBEEQBEEQBEEQatxpUe5DwLOyLF+WJOldwBzYDywAesmynHPVuq2AtfxblHs/4A9IVBfl7kt1IOkk8Iwsyxduc+wS4HKdn5kg3FscgNymHoQgNDDxOhceBOJ1LjwIxOtceBCI17nwIAiQZdnybje+kwwlgNnAmpoOb/HARKoDQsbA3pqix8dkWZ4uy/IFSZJ+pbrYtgqYJcuyGkCSpOeAPYA+sOx2waQal+tTdVwQ7gWSJIWL17lwvxOvc+FBIF7nwoNAvM6FB4F4nQsPAkmSwuuz/R0FlGRZPgP8983kd4v1PwI+usHyncDOOoxPEARBEARBEARBEARB0DGiDZYgCIIgCIIgCIIgCIJQJ/dCQOmnph6AIDQC8ToXHgTidS48CMTrXHgQiNe58CAQr3PhQVCv1/kdFeUWBEEQBEEQBEEQBEEQhCvuhQwlQRAEQRAEQRAEQRAEQYeIgJIgCIIgCIIgCIIgCIJQJyKgJAiCIAiCIAiCIAiCINSJQVMP4HYcHBxkLy+vph6GIAiCIAiCIAiCIAjCfePUqVO5siw73u32Oh9Q8vLyIjw8vKmHIQiCIAg6LTmvnMS8MsqUKkqVKpQqDa3crGjjbo2BvkhIFgRBEIS7IUlS7d8xMTH4+vrecL0+ffpw4MABAJYvX86ECRMaaYSCcPckSUqqz/Y6H1ASBEEQBOHGqtQa9l3MYvWxJI7E5d1wHQtjAzp729En0Inhoc0wMhDBJUEQBEGoCwMDA1QqFUuXLuXjjz++7vGYmBgOHDhQu54gPChEQEkQBEEQ7jGyLLP2RDIL98eQVazE3caUVx8JoJO3HRbGBlgYG6CnJ3E6uYAjcXkcic1l/6VsVh1N5KOhbejoZdfUT0EQBEEQ7hnOzs64urqyfPly3n//fQwMrr2MXrJkCQCDBw9m8+bNTTFEQWgS4jalIAiCINxDCsoqmbr6FG9sjsTT3pwl40I5OLcPs/r40dHLjiBXK5rZmeFuY8pjbd34eGgbDrzah6XjQylTqnl60VHmbTxHYXllUz8VQRAEQbhnTJkyhczMTLZv337N8qqqKlasWEG3bt1o2bLlDbc9deoUc+bMITg4GDs7O0xMTPD39+fll1+moKDguvVXrFiBJEmsWLGC3bt307t3b6ytrZEkiYKCAszMzPD19UWW5Rseb/DgwUiSdE3pmBUrVvDUU0/h4+ODqakpVlZWhIWF8fPPP99wH71790aSJFQqFR9//DH+/v4YGxvTrFkz5s2bR2Xl9ecRkiTRu3dvcnNzmTp1Kq6urhgbG9OqVSuWL19+05/tnj17GDRoEA4ODhgbG+Pr68urr75KYWHhTbcRdIMIKAmCIAjCPeJoXB4Dvz3EgcvZvPloEOundKFfS2f09aTbbts3yJm9L/VkWk8fNkak8vh3/5BZpGiEUQuCIAjCvW/UqFGYm5vXZiNdsW3bNrKzs5kyZcpNt128eDHr168nICCAiRMnMmPGDFxdXVmwYAFhYWGUlJTccLuNGzfy2GOPYWlpyfTp0xkxYgS2traMHDmS+Ph49u3bd902KSkp7Nq1i5CQEEJDQ2uXz5gxg6SkJHr27MkLL7zAyJEjSUpKYuzYsbz11ls3HfszzzzD//73P3r06MGMGTMwNTXl888/Z9q0aTdcv7CwkLCwMI4ePcqwYcMYP3486enpTJo0iZUrV163/nvvvceAAQM4fvw4jz76KM8//zx+fn58+eWXhIWFUVxcfNOxCTpAlmWd/hMSEiILgiAIwoPu15PJstf87XKfL/6Sz6cW1mtf4Yn5cqu3d8t9vvxLzi5WaGmEgiAIgnD/AWR3d3dZlmV58uTJsr6+vpySklL7+COPPCJbWVnJZWVl8htvvCED8vLly6/ZR2JioqxSqa7b95IlS2RA/vTTT69Zvnz5chmQJUmSd+3add12J0+elAH5qaeeuu6xd955Rwbkn3766ZrlsbGx162rVCrlhx56SDYwMJBTU1OveaxXr14yIHfo0EHOy8urXV5aWir7+vrKenp6ckZGxjXbADIgT548+Zrne+HCBVlfX18OCgq6Zv0///xTBuSuXbvKBQUFN/wZvPDCC9eNW9AeIFyuR7xGZCgJgiAIgo7bcyGTeb+do7ufA7/P7k5rd+t67S/E05ZlEzqSUahgzJLj5JeJ6W+CIAiCcDtTpkxBrVazbNkyAJKSkti7dy+jR4/GzMzsptt5enqir69/3fJJkyZhZWXFnj17brjdkCFDGDBgwHXLQ0NDCQ0NZevWrWRmZtYuV6vVLF26FEtLS0aNGnXNNjfqTmdkZMSsWbNQqVTs37//hmP47LPPsLP7t/aiubk5o0ePRqPR3LAbu5mZGQsWLLjm+bZs2ZKwsDCioqIoLS2tXb5w4UKgOoPLxsbmmv1MmDCBdu3asWbNmhuOS9ANoii3IAiCIOiwo3F5zF53mrYeNiwaE4K5sXa+ujt527FkfCgTV5xk7NLjrJ3SBWtTQ63sWxAEQRDuR507d6ZNmzYsW7aMN998kyVLlqDRaG453Q2q6yz9+OOPrF+/nosXL1JUVIRGo6l9PC0t7YbbderU6ab7nDlzJpMmTWLZsmW8/vrrAOzcuZPU1FRmzJiBhYXFNesnJyfz2WefsX//fpKTk6moqLjm8ZuN4eppc1c0a9YM4Ib1n/z9/bGysrrlNlfGdvToUQwNDdmwYQMbNmy4bpvKykpycnLIy8vD3t7+huMTmpYIKAmCIAiCjopMK2LKqnCa25mxfEJHrQWTrgjzc+DHsSFMXRXOqJ+OsWpyJxwsjLV6DEEQBEG4n0yZMoXnn3+eXbt2sXz5ckJCQmjfvv0ttxkxYgSbN2/Gx8eHIUOG4OLigrFx9fftN998g1KpvOF2Li4uN93nyJEjefnll1m8eDHz589HT0+Pn376CeC6+kbx8fF06tSJgoICevToQf/+/bG2tkZfX5/ExERWrlx50zH8N3MIqO1yp1ar72j9m22Tl5eHSqXivffeu+nzBCgtLRUBJR0lAkqCIAiCoIOS8sqYsPwE1qaGrJ7cCVtzowY5Tp8AJxaPC2X6z6cYvugoq5/tjLuNaYMcSxAEQRDudWPHjmXevHlMnz6dtLQ03n777VuuHx4ezubNm+nXrx+7du2qDawAaDQaPv/885tuK0k3b7phamrKhAkT+Prrr/njjz9o1aoVu3btonPnzgQHB1+z7oIFC8jLy2P58uVMmDDhmsfWrVt3w2LZjcHa2hqNRkN+fn6THF+ovzuqoSRJko0kSRslSbokSVKUJEldJUmykyRpryRJMTV/29asK0mStFCSpFhJks5JktThqv2Mr1k/RpKk8Q31pARBEAThXpZfVsmE5SdRaWRWTe6Eq3XDBnh6Bzjx8+TO5JQqGfbDEWKzS2+/kSAIgiA8gGxsbBg2bBipqamYm5tfV6vov2JjYwF4/PHHrwkmAZw4ceK6qWd1MWPGDCRJ4scff2Tp0qWo1eobdl+7Moannnrqusf+/vvvuz5+fXXp0oWCggIuXLjQZGMQ6udOi3J/C+yWZTkQCAaigPnAflmW/YH9Nf8HGAj41/yZCvwAIEmSHfAO0BnoBLxzJQglCIIgCEI1RZWaZ1eeJK2wgiXjQvF1tLj9RloQ6mXHL1O7UqXWMPzHo5xKEncLBUEQBOFGPvzwQzZv3syePXuwtLS85bpeXl4AHDhw4Jrl2dnZzJo1q17j8Pf3p2/fvmzfvp1FixZhY2PDyJEj73gMe/bsYcmSJfUaQ328+OKLQPU0wvT09OseLysr49ixY409LKEObhtQkiTJGugJLAWQZblSluVCYAhwJTduJfBEzb+HAKtqutAdA2wkSXIFHgH2yrKcL8tyAbAXuL5kvSAIgiA8oNQamRfWn+F0SiHfjmhHqJfd7TfSopZuVmyY3g0rEwNG/XScjadSG/X4giAIgnAvaN68OU888QRhYWG3Xbdjx46EhYWxadMmunXrxty5cxk/fjytW7fGzMwMNze3eo1l5syZqFQqsrKyGDt2LKam12c1z5w5EyMjI55++mnGjBnD3LlzGTRoEAMHDmTYsGH1On599O3bl08//ZRjx47h7+/P008/zdy5c5k5cyaPPvoozs7OvPvuu002PuH27qSGkjeQAyyXJCkYOAXMAZxlWc6oWScTcK75tzuQctX2qTXLbrb8OpIkTaU6u4nmzZvf0ROpi3OphZxMLCAup5S47FKS88vR15OwMDbAwtgAc2MDLEwMsDCq/re/swWDg92w0HIxVEFoKrIscyG9mLOphZxLKeJcWhE5JYpr1vGwNSPYw5q2Hja0b26DTyNlSTQ0WZZJK6wgraCCzGIFWcUKCsqrrlknzNeB7v4OTTTC6gyV/VHZRGeVVH9O5ZRd9/sxNzbA2coEZysTXK1N6OHvQDdfB/T1bj7XXtBtsizz4Y6L7L6QyVuPtWRgG9cmGYe3gzlbZoUxc00Er2w4S0xWCXMHBIrX1gNMlmVKlCpUahm7BqrlJVwvt1TJkbg8MgoryCpWklWsoI2HNdN7Xd/6W7h7mUUKUgrKySyqPicoqqjCxFAfSxMDzI0M6ORtRzO7m7eDf1BlFytIKaggq+ZcqrC8Cj8nC4I9bGhmZ3rL2j8PGn19fbZt28abb77Jzp07WbhwIe7u7jz77LO8+eabtGzZsl77f/zxx3FwcCA3N/eG090A2rZty19//cWbb77Jjh07UKlUBAcHs2nTJmxsbPjll1/qNYb6mDdvHmFhYSxcuJDDhw+zdetWrK2tcXd3Z+rUqTzzzDNNNjbh9iRZlm+9giSFAseAMFmWj0uS9C1QDMyWZdnmqvUKZFm2lSRpO/CpLMuHa5bvB+YBvQETWZY/rFn+FlAhy/KXtzp+aGioHB4efrfP7xqRaUV8+cdlDlzOAcDGzBA/Rws87c2RZZlSpYpSpYqy2r/VlCiqKKtUY2FswJMd3BnTxZMWzrdOaxQEXRaRXMAH2y9yOrkQqH4ftPWwwcPWlCtf/RpZJi6njMi0IsorqzsxdPK2Y0YvX3oHON5zJwkajczplAL+uJDF3otZxOeWXfO4gZ6EXs1zUmk0OFuZcGT+Q43+PKvUGjaEp/K/P2PIKFKgJ1UH9nwdzXGxNuXK9bwMlChUtSdxGUUKKlUanCyNGdLOjWEhzQhwEZ9T95r/+yuWL/ZcZnJ3b956rH4nl9pQpdbw/u8XWX0siTA/e17uH0CH5mKm+oOgqKKKXecz2BWZSXJ+OVnFCsor1RjqS/z5cu9GvbguLK8ko+jagLqxgV7tDUAzI/177jvpVioq1eyNymJzRCoHY3JRa6rP082N9DE00KNcqSbi7YfFTc56kGWZ82lF7L2YxR8XsricVXLN45IEV18e2ZoZcmjeQw/8zzwqo5h9F7M4m1rEudRCsktu3BEMqn9mbTxsWDwuBGMD/UYc5YMpPj4ePz8/wsLCOHToUFMPR7jHSJJ0Spbl0Lvd/k4+GVOBVFmWj9f8fyPV9ZKyJElylWU5o2ZKW3bN42lAs6u296hZlkZ1UOnq5QfuduB1kZxXzie7otgVmYm1qSHzBgQyPNQD+ztojSzLMqdTCvn5aBLrT6Sw6mgST4d48P6Q1pgaiQ9I4d6RXljBZ7svsfVMOo6Wxnz4RGt6+jve8i6SWiMTl1PKwegclh1OYOKKkwS6WPJ8X38GNVH2RF2UV6pYfyKFpYcTSCuswEBPoquvPeO6euLnZImzlTHO1iZYGhvU/gw2nkrllQ1nOZdaRHAzm0YZpyzL/H4ugy/3XCY5v5wOzW34fFhbOnrZYWJ4+88ZRZWaPy9lsykijeX/JLLkcAKv9A9gZm/f++pC63629ngyX+y5zND27rwxKKiphwOAob4eHzzRmiBXKz7fc4knvz9CZ287pvf2pXeLey+wLNyaWiPzd3Q2v51KY29UFpUqDd4O5rR0s+KhQCesTAz5el80uyIzmNqz4TJkkvPK+eNiJmdSCjmXWkRyfvkt1zfQk/B3tqzNqO3kbYuf070XUC9Vqlh2OIHFh+IpUahwtTZhSg8fHmvripeDORbGBhyPz2PET8c4GJ3TYN/BKrWGk4kFxOZcW5j/6iCelYkB/s6W92SA5a/L2Xy8I4qY7FL0JOjoZcebjwbRwtkSZysTXKxMsDI1QKnSUKZUEZlezPhlJ1h1NJGZvf2aevhNIja7hK/3xrDjfPXEFB8Hc7r52tPWwwZvB/Pqn5u1CebG+sRkldZmv2cWK0QwqZF8+eWXyLLMc88919RDER5At81QApAk6RDwrCzLlyVJehcwr3koT5blTyVJmg/YybI8V5KkR4HngEFUF+BeKMtyp5qi3KeAK13fIoAQWZZvWfWzvhlKp5LyeXZlOFVqmcndvZncwxsrE8O72ldeqZLFhxL48WAcgS5WLBrTAU9789tvKNx30gorOJ9aRHZJdYZITokSfT0Jc6Pq6ZJWJoZ4O5jj62iBu61pk04V0WhkVh5N5LPdl5BlmNLDhxm9fTGv44lglVrDtjPpLPo7jpjsUiZ08+LNR4Mw0L/T2v6Np6CskuVHEll1NJHC8io6edsxunNzegc4YW166/d/YXklIR/uY1pPH+YOCGzwsSqq1Ly5JZKNp1Jp6WrFK4+0oE+A011frOeXVfLutgtsO5vOE+3c+PSptncUlBKazs7zGcxaG0GfACd+HBuCoQ6+p8qUKtafTGHpoXjSixTYmxvRpuYCvo27NY6WxlgY62NhXP3+Ssgtq5muWUp2sbI2A7iiUs3zff0Z0NqliZ/RjZVXqojKKCYmq5T43DLisktJLahAc9W5krmxAT6O1Z/vvo7mdGhui5OVSROOun7ySpX8Gp7KmuNJpBZUYGduxOC2rgzt4EGwh/U1n0WD/3cYfT2JLbNuXzOkLorKq9h+Pp3NEWmEJxUA4GZtQlsPG9o2s8bL3vzfDE0ZlCpN7WuqoLySi+nFnEstoqiievrykHZuzBsQiJtNw3ZH1AZFlZpVRxP54UAcBeVV9AtyZlJ3L7p426P3n3MHlVpDx4/20TvAia9HtNPaGKrUGvZHZfPHxUz+vJRN4X+mgd+IJIGvowVtPazp5GXH4+3cMDPS3QBTTFYJH+6I4u/oHLzszZjZ249+LZ3vaArnhOUnOJtSyOF5D9X53Olellmk4PM9l9hyOg1TQ30mdfdmUpg3tmLaq05ITk5m7dq1xMTEsHz5ctq2bUtERAR6erp3DiHotvpmKN1pQKkdsAQwAuKBiVQX9P4VaA4kAcNlWc6Xqs88vqO64HY5MFGW5fCa/UwCXq/Z7UeyLC+/3bHrE1DaHZnJnPWncbU2YeWkTloL/vx1KZsXfjmDRpb5eng7+rV0vv1Gwn3hYnoxi/6OY8f5jNo0dAM9CQcLY9SyTKlCRUWV+pptjAz0eKytK189Hdzod/ST88p5ZeNZTiTk0yfAkQ+eaI2Hbf2mKqg1Mp/uimLxoQR6+Dvw3agOWJvdXZBW24oVVSw5lMCywwmUKlU83NKZ6b18CfGs2zSdZxYfI6tYwf6XezfMQGsk5ZUx/ecIojKKeb6vP3P6+msl+CjLMt8fiOOLPZcJbmbD4rEh9/QF79UyixScSiqone6XVazAzNgAX0cLfBzN8XO0uKdqXfx1KZupq8MJ9rBh9eTOOp/5WqXWsONcBv/E5nIutYiY7BI0tziNMDPSx6UmC9DCxIDorFLszY3YNaeHTmQ4ybLM3otZ7IvK4lxqEdFZ/z4fIwM9fBzMaWZnhqH+v2MtqqgiPqfsmmlY7ZrZ0L+VM/1buuDndG/Um8svq+SbfdGsP5FCpVpDFx87xnbx4uGWzhgZ3PiC5PsDsXy++zJH5j+klWCNRiOz5ngSn+y6RHmlGj8nC4a2d2dIO7c6f1fJskxyfjkbwlNZfCgeSYKpPXyY1qvuN1AaS0RyAXPWnyYlv4KeLRx56eEWtLtNZuxLv55hf1Q2p97sV+8bOmqNzLazaXyzL4akvHKsTQ3pG+hE/1bOtG9uWzsVXEZGWaWhrFJFqUJFQXlVTRCvkLOpReSWKrE1M2RcVy/Gd/PSqTpbpUoVC/6IZuXRRMyM9JnT159xXb1u+hq/kYjkAp78/gjzBwY+EPWrZFlmU0Qa7/5+gUqVhvHdvJjW0+eOZnYIjefAgQP06dMHMzMzunfvzg8//ICPj09TD0u4BzVKQKkp3W1Aafk/Cby//SLtmtmwZFyo1j8EU/LLmbHmFJFpxXw7sh1D2t2wvrhwn7icWcLHO6vvbJkb6TO6iyePtXXFxdoEB3Pja+4iqjUyheWVtXfoD8fm8fvZdNZO6Uw338Yp9CzLMutPpvDB9ovoSxJvDW7J0yEeWr2A+zU8hTc2n6eZrRk/jQtt0osopUrN0sMJ/Ph3PEUVVQxq48IL/Vrcdb2zlUcSeWfbBfa91KvBnte+i1m8+OsZ9CSJb0a0o0+gk9aPsTsyk5d+PYO5sQFfD2/XpIXG66NUqWLX+Qy2nEnjSFxebW0LI309HC2NKVWqajMTANp6WDOmiyeD27rpdIDml5PJvL45kkAXS9Y+20VnArN1UaZUcSmzhKKKSkqVasqUKlQaGW97c3ydzHGxMrnmc2fN8STe2BzJbzO61TnQq23nU4v4YPtFTiTmY1tTSy7Yw5o2HjYEuljiZnPr7NJSpYrY7FIOReewtyYgBdDFx47pvXzppaPTAitVGlYfS+LbfdGUKlWM6NiMiWHed/R5mZBbRp8vD/D2Yy2Z1N27XuNIyS9n3m/nOBKXRw9/B+YNCKSVm5VWfmapBeV8tvsyv59Nx8PWlIWj2utU/S+1RmbR33Es2BuNq7UJXwwLpquv/R1tuzsyg+k/R7BuSpc73ua/ZFlmz4UsvvrjMjHZpQS5WvFiP3/6BDrVOUNSlmUikgv44UA8+6KyMDXU59ke3szp69+kGczVzzGTd7ddJKtEwahOzXmlf8BdB7vGLj3OxfRiDs3ro9OZWPWVXazg9c3n2ReVTUcvW74YFoyXg5iNIQj3MxFQuoHv/ozhyz+i6d/SmW9Htm+wCwpFlZrxy05wOqWQdVO6NPnJsbaVV6pILai4pjChmZE+jpbGD9QUmk0Rqby++TxmRgZM7u7NmM6edbrwU1Sp6f7ZXwS5WrJ6cucGHGm1KrWGd7ddYM3xZLr7OfD5sLYNlvZ/MjGf6atPUVGl5v0hrXmqg3ujX0DllCiZtjqciORCHgp04qWHW9Da3bpe+8woqqDrJ3/y6iMBzOqj3ZoJao3Mgr2X+b+/4mjlZsWiMSENmlFzKbOY59aeJi6nlKk9fXj54YA63ZltSnmlShb9HcfPx5KpqFLT3M6Moe3debilM+42ptiYGSJJErIsk19WSVxOGefTivjlZDLRWaVYmxrydIgHo7t44q1DJ8SyLPP1vhgW7o+hZwtHvh/d4Z6sRXI3SpUqOn+0jwGtXflqeHCTjCG9sIIFe6P5LSIVOzMjXu4fwIiOzeqdHZhRVMHvZ9NZdjiRzGIFQa5WzOzty2NtXXUmsHQoJod3tl4gPreMHv4OvPloyzoX8B/47SEsjPXZML3bXY3hyg2PD7dfBODNx1oysmOzBvkZnUjI58VfzpBZrOClh1swvZdvk3crzCiq4KVfznI0Po/BwW58NLR1nUoxlClVtP9gL2O7eN5V8f6cEiVvbjnPngtZ+Dqa89LDAQxs7XLd9Lq7EZNVwv/+jGXb2XS6+Njxv1EdcLRs/KyW7BIFr2+qDooEuljy8ZNt6h1QPJWUz1M/HOWNQUFM6Xl/ZoHsjsxk/qZzVFSqmTsgkAndvJr8/SIIQsMTAaX/WHwwno92RvFke3e+eDq4wT8IC8oqeeL7fyhTqtgyK6ze04ma0pWuLhHJBdel/v+XrZkhzlYmPNzSmQndvO7LNFilSs37v19kzfFkOnvb8b9n2uNkeXfThn44EMdnuy/x+3PdaeNRv2DHrRSUVTJjzSmOxeczo7cvr/QPaPD3QEZRBS+sP8PxhHweD3bjwzqeHNfHhfQipqwMJ7+8kq+ebsejbbVXpHTId4cB2Ppcd63tM69UyZz1Zzgcm8uI0Ga8N6RVowRnKyrVvL/9IutOJNPWw5qvng7GX4e7VRZVVLH4YDzL/klAUaVmSDt3xnRpTofmtnd00SnLMicS8ll9LIndkZmoNDI9/B0Y28WThwKdmvSuuVKl5o3N1TWzhod68NHQNjpZM6khvbbpPJsiUjnxer9GzcqKziph0d9xbDuTjp4kMbG7F7P6+Gn986pSpWHrmTR+PBhPbHYpfQIc+eTJtrhYN9200+wSBR9uj2Lb2XS8Hcx5+7GWd92xc+H+GL7eF82x1/riXMeptOmFFczfdJ6D0Tl087Xns6faNvgU1aKKKt7YfJ7t5zLo6mPP1yPaNcnv4uppRCq1zPtDWjHsLjOHJy4/QVxOGX+/2rtO228/l85bWyIpq1Tz8sMtmNzdu0E+D6/ciLMyMeT70R0I9bLT+jFuJjwxn5lrIihWVPHSwy2YGOattc/YMUuOcymzmENzH9Lp7Ne6qqhU88GOi6w9Xn2O8PWIdvg63htTdwVBqD8RULrKqqOJvL31Ao+2ceXbke0a7aIhNruUod//g7uNKRtndLvn7jRHphXx87EktpxJQ1GluSb138/ZEoOrAhKlV1qVlyhIyC3jSFweRvp6jOjYjCk9fO6p2iW3UlheyfjlJzmbUsi0nj68+khAvV5PJYoqun36Jz38Hfh+dIgWR/qvyLQiZq6JILNYwWdPtWFoe48GOc6NqDUy3/8Vyzf7Y3CzMeH7Z0IaNHAG1Wn/L/5yFmtTQ5aMD613VtJ/XWnhfvS1h3C1rn+G15G4XF7+9Sx5ZZV8MKQVIzo218Io62Z3ZAbzfjtPiaKKoe09mNPXn+b2uvOezSlRsvyfBFYfS6JEoeLRtq682M+/Xh2bsksU/HIihbUnkskoUuBuY8qUHt6M6Ni80S8I4nJKmb32NBczipnT158X+vnrTOZKY4pMK+Kx/x3mncEtmRhWv2lTdyI8MZ9Ff8exLyobU0N9RnZqxrM9fHBv4ILNGo3MqqOJfLr7Ekb6erz7eCuGtm/cLE61RmbtiWQ+330JZZWGGb19mdHbt16B7NjsEvotOMj7Q1oxrqvXHW0jyzIbT6Xy/u8XUWlkXh8UyOjOnlrJirnT428IT+WdbRcwMdTj82HBPNyI9S+vzpjRxjSiK1NH/3ix5x1NVcwvq+StrZHsOJdBsIc1XzbCTYWojGKm/3yKtIIKXurfgqk9fBr0vFyWZZb/k8jHO6PwsDXlhzEhBLlaafUYJxPzeXrRUXwdzXGyNMHc2ABzY330b/GeNjPWx8XKBCcrE1ytTQhwttSpmoaXMouZvfY0MdmlTOt1b2UxC4KgHSKgVGP9iWTmbzpPvyBnfhjTodHv+B6KyWHC8pP0buHIj2NDdLLz1X9dyizm7a0XOJGQj6mhPk+0d2N0Z8861TCIzS7lp4NxbD6dhizD/IGBTO7ufU9fJKnUGiauOMnx+HwWjmrHgNbayXr5fPclfvg7jn0v9dLqnZ+cEiUL9l5m/ckUHCyM+XFsSJPVijiVlM/stacbJGPoCqVKzae7LrH8n0TaNbPhpwYqOB2bXUq/BX/z3uOtGN/N6673k1eq5KOdUWyKSMPT3ozvRnVo8GDb7caz6O84Vh1NQq2RGd6xGeO6ehLoot0T7ztVqdJwKbOYX06msOFUKlVqDQNbuzCrjx+t3LT3c1KpNeyLymbJoXjCkwqwNTNkfDcvJnbzbvAsmf9ezH4xLPiBb+Yw5LvDlFeq+ePFng3yfaHRyPx5KZtFf8fV/r4ndPNmXFfPRu9QlJhbxisbzhKeVEDPFo7MfSRA6wHwG/knNpcPtl/kUmYJXX3s+XBoa6199zy84G/sLYxYP7Xrbde9mF7MhzsuciQuj07ednw5LLjJAtlxOaU8v+40F9KLGdfVk9cHBTVolmhReRWrjyWy+FB1tuWrjwQwMcy73pnDWcUKOn+8/46mZe+OzOTNLecpqqjihX4tmNazYQM7VyuqqGL+b+fYFZlJu2Y2fPl0cIPUJYzNLuGLPZfZcyGL/i2d+XJ4cINlSv9wII7jCXmUKqq7DJZXqpG58bWULFdP8/1v1zwXKxPaelgT4mnLiI7NsDFr/CLmsiyz+lgSH+6IwsrEkAXDg+nZwrHRxyEIQtN74ANKxYoqPtx+kV/DU+nZwpHF40IwNmiaNNSfjyXx5pZIng7x4PNhbXU2qFJeqeLbfTEsOZyAtakhs/r4MSzE47bt1G8ls0jBO9si2XMhi0FtXPh8WPA9l6l1xcc7o/jpYDyfP9WW4R2baW2/OSVKun/2J0PaufH5sPrXDilTqlh1NIn/+yu2up5XNy+ef8i/yQv75pYqmb76FOFJBcyp6VymrbvQsdnVFwMXM4qZ0M2L+QMDG/RioO9XB3C2MmHtlC513rZMqWLrmXQ+33OJMqWKaT19ee4hP52pP5ZVrOD//opl3YlkqtQygS6WPNnBncHBblrJyCosr0Sp0mBubICZoT6SBDmlSuKyy4jPLeVyZglnU4uIyiimUqXBSF+Pp0LcmdLDB58GTrU/mZjPogNx7L+UjY2ZIS893IJnOjVvkIushNwyPtt1id0XMpt0uo2u+eVkMvN+O8+G6V3pqMXpMFVqDdvOpPPjwTiis0pxtzFlak8fhoc2a9IpKmqNzIojiSzcH0NRRRUDW7vw0sMtGiRLJCarhM92X2ZfVBYetqa8MSiIAa1dtHpOsmBvNN/9GcPx1/vdtEbO1Tc7bEyr32eNmZV0M0qVms93X2bp4QRaOFsw+yF/HmnlotWsjPTCCpYdTmDdiWTKKtX0DnDkrcdaavVm0pDvDiNJEltmhd3w8YyiCj7ddYmtZ9Jp5WbFV8ODm+TGgSzL/H4ug7e3RlJeM9VubFdPrRS2PpWUX1sM3MRQrzZgpmvn34oqNdnFStIKK7iYUd0d71xqEQm5ZVgaG/BsDx8mdffCspHKBRSUVfLqxnPsi8qiT4AjXzwdjMN9WLpCEIQ780AHlA7F5DBv4zkyixVM7+XLnH7+TRZMuuLrvdF8uz+GaT19eG1QUJOO5UaOxOXy6oZzpBVWMCK0GfMHBmrtbq0sy/x0MJ7Pdl/Cy8GcH8eE6HSdlhvZeiaNOevPMK6rJ+8Paa31/b+1JZL1J5M5OLfPXV+0R2eV8POxJDZFpFGqVNEvyJnXBwU2+EV4XVxdJ+aRVs68+khgve5KJueVs/18Ov/bH4upkT5fDGtL36CGz/D4Ys8lFv0dT/gb/e7ofZJRVMGByznsvZjF4dhcKlUaOnnZ8dHQ1jr7Xsgvq2T7uXQ2RaRxJqUQAD8nC8J87enq60CAiyXmxvpYGBtgaqhPlVqmTFl9Z7asUkWZUkWJQkWZUk1aYTlnU4s4l1pISn5F7TEkCQz19ahUaWqXmRvp09rdmuBmNrT1sKazt32jF2+9kF7Eh9ujOBqfh7+TBa8/GkRvLXXmSiusYOG+GDZGpGKoL/F8X3+m9Wz6gsC6orxSReeP9tOvpTNfj2hX7/2VKlX8ejKFJYfiSS9SK/XZCAAAFZVJREFUEOhiyfRevjza1lWnalQVK6pYeiiBpYcTKKtU0auFI0Pbu9O/pUu9Al5Vag17L2ax+mgSR+PzsDA2YFYfPyaGeTVIEPtSZjEDvjnER0NbM7qzJ1CdFXY5q4QjcXkcjcvlSFxebctxXbjZ8V9/Xc7mna0XSM4vx8HCmFGdmjG0vTue/9/enUdHXd57HH8/Sci+AVkISdgCKCCr7Gq1Wi1SrVvdcMOi6NVae9qeHrXtqbe33mvvqdZWq72CqNVS5FaxrldxX9hBCBBkCyCTQBISspOZzMxz/5hfQkADCVlmMvm8zsnJzG+W35PJd575/b7zPN+nf0K73qfWWspq3Wz8qpIVu8tZsfsQO0pqiYwwXDouizvOzev0qVcAj7+/k0eW72DNAxc0j9JtWhFz2RdFrCwsJ9IY7jl/BHd9Oy/o74PAtL8tvLethPjoSGaNGcAVk7KZmZd20tfb77eU13n4qqKefFclm11VbHRVUlhWR2p8H26ZMYRbZg455RXcguXLg9X8cfkO3tlaQmp8H24/ZxjXTcntsrqkfr/l3YLAyncVdR7uu/h0bj1rSMgl4ESke/WKhNLqNWuBwNDZpqz+hq8O89H2MvLSE3jkmglMyE0NbkMd1lp+89pW/rZyH/ddfDp3npsX7CY1++d6F/e9nM/g/vH815XjmDq0a4okrtxdzj3/2IC70c/z86aG1FK9J7KlqIqrnlrB+NxU/n7btC45+NpfUc95f/iIjKQYJg/px/icFM7ITiEtMdqZi980miPw4W6tpbiygU2uSjYXVbFubwUbvqokOjKCS8ZlceOMwSH7+lprWfjpHv77nS9p9FnOGt6fm6YP5jujMk84EsTnt7gO11NYVseGrw6zvKCELw/WAHDOiDT+cPX4dheCPVX5rkq+/8TnTBqUysjMJDKTY0lLijmmrtihGndzEqW0xg1ATt84Lho9gAtHZzJtaL+gfyPfVoVltbxbUMLK3eWs2VPBkUbfMbcbAyf7yMhOjWN8bgrjclJJjImizh1IOh1p9JGdGkdeRiLD0hPJSo4NidfFWsvyghIeemsb+8rryUqJ5TujMrloTCbThvZv86gFay1fVdTz+a5yPt99iOVbSwCYM20Qd30775QL+oezX7+6hZfW7ecX3z2NvPRE8tITye4b1+aT+dLqBt7bVsq7BQdZsascj8/P1KH9+Lfz8jotMdhVKuo8PPv5Hl5e76K4qoGE6EguGjOAM7JTyEtPIC89kYGprb8WDY0+th2oJt9VxSZXJZ/tPERpjZvs1DhumD6Iayd33UkpBOL9/Ec+pqLOQ9/4PtQ6iWW3kzQe0j+es4anMe/soSH1Zcfx/H7LxzvLeGHlPj7cXoq1EBMVwdC0BPIyEslIiiHR+WxOiI6kodEfSKa7vVTUeygsq2N3WS01DV4AYvtEMGVIP2bk9efScQO7fAXPWY99ysRBqUQYw8GqBkqqG/D6LYP7B1bEvHJiTkjVyWtaMGHZF0W8ufkANQ1eoqMiSI4NvMaJMVHHHHv5raW81kNpTQONvqMfPhlJMYzLSeWcEWlcPTmnU0Y7BVO+q5JHl+/go+1lxxzfTcxN7ZR+zO318eoXgYUCCsvqGJ6RyGPXTuiWqbciEvrCPqEUkzXCZt3y2DHbjIFhaQnMOmMA95w/ImSmkDTx+y33vrSR1zcV859XjGXOtO4vvtuStZbHP9jFo8t3cNbw/jx145ldvgpXceUR5ixYxaFaD8/dOqVbV/g4FVX1jcz+86f4reX1e87u0qG/b28+wL82FpPvqqS4qqHNj4uOimB0VjLfHTOAaybn9JiV9cpq3Cxdt5+/r9pHcVUDxkBCdJRzkB55zMGjx+fHVXEEjy9wUhJhYMqQflw4OpOLRg/o9gNjay0PLNvC5qJKDla5Ka9zf2NCZVh6AuNzjo60GZWVFNIns23h8frZ5KrEdbjeqRXho97jJToyInDgHxvVfKKVGBNJQkwUGUmxPe4b4iYer5/XNxXzbsFBPtlxiCONPqKjIhiWlsAw5wS/b4s6F34b+Ma8pMpZpKCsrvn9nJEUw0VjMrnrvOEM7OLCzz3ZnkN13LhwNUWVR0ezRUUYMpJiyEiOZUByoOhtk5av+cHqBqqOBOqSDOoXz4WjM7l0/MCQ+XKprfx+y+o9FSz7wsXyghIOt6i10tRXJjjvL7/fUuv2NSdom6QlxnDm4FSunZLLuSMzum0U3Jv5B3hlg4vEFsmAERmJzBye1uUFz7vC/op6Ptt1iMKyWnaX1VFYVkt5rYdaj/dr/X58dCQpcX0Ciaf0RPLSExiVlcyEQandNlLeWsvcZ9ey/3A9A5JjyXSKPl8wKpNJgzonEdGVGhp9fPBlKRv3VzYn6WobvDS2WF7YAP0To8l0+oOBqXGMzU4J22nDO50R6C87I9CbEmfjc1IYl5vKuOyUds0q2FVawysbinh5g4uSajdjBiZz57l5XHzGgB5R61VEukfYJ5QGnTbW/vzJVwCI6xPJmOxkxmandNs841Pl8fqZ/8I6Ptpexq++N4rbzhkWlHZ4fX5+9eoWlqzdz5WTsnn4ynHdtnrDwaoG5ixYxcHqBp6dO4Vpw/p3y37by1rL/BfW89H2Uv73zpndekJSVuOm4EA1lfUe6r7hRAECB1PjcwIjZHryyhs+p0huvuvowWOd24fXf3QaVGSEIbdvfOAAPSOB4RlJHart1dkafX4O13locbxLQkxkyPdH0j4NjT4+23mINXsrmk8u95XXHfN/B+gTachIiiUzOYbsvvFMHdKXmcPTGJaWEPInc6Gkos7jvM617Cuvp6TaTUl1IGl0xHO0PzQG+idENyebcvrGcd5pGYzMTAyL19taS0WdpzmZUVx5pDmBVOvxEmlMcwI3KbYPIzMTGZeTSlZKbFj8/aHKWku9x0e9x0dMnwgSoqM0dVW6VK3byxubilm9p4JNztS+JoP6xTMuJ4XRA5MZmBJHZnLgM8gYE1iFuboB1+EjvL3lAFuKqomMMJwzIjBa8OzhaeorRORrwj6h1NZV3kKR2+vjpy9t4s3NB7jn/OH89MKR3dqRNzT6+NHiL3hvW0lQ9g+BKQlzFq6m6PARnpk7mZl5ad26/7Z49vM9/PvrBUFN/IlIaPN4/cckNzCQFBMVEtP2REQkfFU3NLLFVdU8vT7fVXXMyM5vckZ2MldMzOH74wd2e31CEelZuiWhZIzZC9QAPsBrrZ1sjBkP/BVIBPYCN1hrq5373w/Mc+7/Y2vtO872WcCfgEhgobX24ZPtuycnlCAwKuOXyzazZO1+bp4xmAcvHdMtJyC1bi+3Pb+WVYUV/PayMdw8Y0iX77M1ZTVubli4iv0VR3hh3tSQmv6W76rkqqdWcO7IdBbcPFnf3IiIiIhISKt1e5vrZh10plsPSAmMVspMjtXIaRFps+5MKE221h5qsW0t8HNr7cfGmB8CQ621vzbGjAb+AUwFBgLvASOdh+0ALgRcwFrgemttwYn23dMTShAYLv3w21/yP58UcsHpGTx6zYQuXe2kos7D3GfXsLW4mkeuHs/lE7O7bF9tVVbj5tqnV1Ja7ebF26aFRJ2L6oZGLvnzZ3h9ft669xxS43tm7RcRERERERGR9upoQqkjBVlGAp84l5cDVzmXLwOWWGvd1to9wC4CyaWpwC5rbaG11gMsce4b9owx3D97FL+9bAyf7Czj0ic+Y2txVZfsa2dJDVf/dQXbD9bw9E1nhkQyCSA9KYbFt02nX0I0Nz+zusv+/rby+S0/W7qJosojPD5nopJJIiIiIiIiIu3Q1oSSBd41xqw3xsx3tm3laELoaiDXuZwN7G/xWJezrbXtX2OMmW+MWWeMWVdWVtbGJoa+m2cMYcn8GXi8fq58cgVL1+6ns2pYWWt5cdU+Lnn8MyrrG3n+h1O5YFRmpzx3ZxmQEsvi26eRGBPFTc+sYUdJTVDaYa3lP94oYHlBCb/+3ijOHBw6U/BEREREREREeoK2JpTOttZOAi4G7jbGfAv4IXCXMWY9kAR4OqtR1tqnrbWTrbWT09PTO+tpQ8KZg/vyxo/P5szBffnFy/lc/uQKPt1Z1qHEUmW9hztfXM+vXt3C1KH9ePsn5zA9RFdUy+kbz+LbpxMVYZizYDWFZbXd3oaFn+7huRV7ue3socw9a2i3719ERERERESkp2tTQslaW+T8LgWWAVOttV9aay+y1p5JoGbSbufuRRwdrQSQ42xrbXuvk5YYwwvzpvH7q8ZSVt3ATc+s4bqnV/Hh9tJjVxE6iZ0lNfzmX1s45/cf8sGXpfxy9iiev3UqGUmxXdj6jhuSlsDi26dhreWGhavZX1Hfbft+M/8AD721je+NzeKB2aO6bb8iIiIiIiIi4eSkRbmNMQlAhLW2xrm8HPgtsMFaW2qMiQCeAz6y1i4yxowBFnO0KPf7wAjAECjKfQGBRNJaYI61duuJ9h8ORblPxO31sWTNfp74cBdlNW6iIyOYOCiVmXlpZKUcTQz5raXO46PO7aXW7SXfVcmqwgqiIyOYPXYA87+Vx+iByUH8S9pv24Fqrl+wisSYKJbeMYOBqXFdur+1eyu4YeFqxmWn8OJt04jtE9ml+xMREREREREJVV2+ypsxZhiBUUkAUcBia+1Dxph7gbud7a8A91vnyYwxvyQwJc4L/MRa+7azfTbwGBAJLLLWPnSyBoZ7QqlJQ6OPVYXlrNxdzord5WwprqK1f01snwiyUuK4enIO10zOJS0xpnsb24k2u6qYs2AV/ROjWXrHDDKSu2Z01a7SWq56agX9E6N5+c6Z9E1QEW4RERERERHpvbo8oRRsvSWhdLzqhkZqGrzN1w2QEB1FQkwkUZEdWZwv9Kzfd5ibnlnNwNQ4lsyf3ukJstKaBq58cgUNjT6W3XUWuf3iO/X5RURERERERHqajiaUwiszEUaSY/uQnRrX/DMwNY6U+D5hl0yCQKHyRXOn4Dpcz40LV1NZ32n13alze5n33DrKaz0smjtFySQRERERERGRThB+2QnpkaYP68/TN02msKyOmxetobqhscPPWef2cvfiDWwtruKJORMZl5Pa8YaKiIiIiIiIiBJKEjq+NTKdJ2+YREFxNdf8dSX5rspTfq6Vu8uZ9adP+HhHGb+7fCwXjMrsvIaKiIiIiIiI9HJKKElI+c7oTBbcMpmKOg+X/+VzHnxtKzXtGK1U7/Hy4GtbuX7BKiKMYekdM5gzbVAXtlhERERERESk91FRbglJ1Q2NPPLOdv62ah/piTFcPjGbYWkJ5GUkMqhfPB6vnzqPl9oGLweqGsh3VbLJVcXWoirqPD7mzhzCL2adRnx0VLD/FBEREREREZGQo1XeJKxt2l/JQ29uY6OrEo/X3+r9oqMiGJ2VzPicFC4ZP5ApQ/p1YytFREREREREepaOJpQ0fENC2vjcVJbeOQOf31JceYRdZbW4Dh8hJiqCxJgoEmKiSEuMZkRGEtFRmsEpIiIiIiIi0h2UUJIeITLCkNsvntx+8cFuioiIiIiIiEivF/JT3owxNcD2YLdDpIulAYeC3QiRLqY4l95AcS69geJcegPFufQGp1lrk071wT1hhNL2jszpE+kJjDHrFOcS7hTn0hsozqU3UJxLb6A4l97AGNOhgtUqOiMiIiIiIiIiIu2ihJKIiIiIiIiIiLRLT0goPR3sBoh0A8W59AaKc+kNFOfSGyjOpTdQnEtv0KE4D/mi3CIiIiIiIiIiElp6wgglEREREREREREJIUooiYiIiIiIiIhIu4RsQskYM8sYs90Ys8sYc1+w2yPSWYwxe40xm40xG5uWaTTG9DPGLDfG7HR+9w12O0XawxizyBhTaozZ0mLbN8a1Cfiz07/nG2MmBa/lIm3XSpw/aIwpcvr0jcaY2S1uu9+J8+3GmO8Gp9Ui7WOMyTXGfGiMKTDGbDXG3OtsV58uYeMEca4+XcKGMSbWGLPGGLPJifN/d7YPNcasduL5JWNMtLM9xrm+y7l9yMn2EZIJJWNMJPAX4GJgNHC9MWZ0cFsl0qm+ba2dYK2d7Fy/D3jfWjsCeN+5LtKTPAfMOm5ba3F9MTDC+ZkPPNVNbRTpqOf4epwD/NHp0ydYa98CcI5brgPGOI950jm+EQl1XuBn1trRwHTgbiee1adLOGktzkF9uoQPN3C+tXY8MAGYZYyZDvyeQJwPBw4D85z7zwMOO9v/6NzvhEIyoQRMBXZZawuttR5gCXBZkNsk0pUuA553Lj8PXB68poi0n7X2E6DiuM2txfVlwN9swCog1RiT1S0NFemAVuK8NZcBS6y1bmvtHmAXgeMbkZBmrT1grd3gXK4BtgHZqE+XMHKCOG+N+nTpcZx+uda52sf5scD5wD+d7cf35039/D+BC4wx5kT7CNWEUjawv8V1Fyd+g4v0JBZ41xiz3hgz39mWaa094Fw+CGQGp2kinaq1uFYfL+HmR85Un0UtpiwrzqXHc6Y7TARWoz5dwtRxcQ7q0yWMGGMijTEbgVJgObAbqLTWep27tIzl5jh3bq8C+p/o+UM1oSQSzs621k4iMET8bmPMt1reaK21BJJOImFDcS1h7Ckgj8BQ8gPAI0FtjUgnMcYkAi8DP7HWVre8TX26hItviHP16RJWrLU+a+0EIIfAqLrTO/P5QzWhVATktrie42wT6fGstUXO71JgGYE3dknT8HDnd2nwWijSaVqLa/XxEjastSXOwZofWMDRKRCKc+mxjDF9CJxk/91a+4qzWX26hJVvinP16RKurLWVwIfADAJTk6Ocm1rGcnOcO7enAOUnet5QTSitBUY41cejCRRAey3IbRLpMGNMgjEmqekycBGwhUB83+Lc7RbgX8FpoUinai2uXwNudlYGmg5UtZhGIdKjHFcr5goCfToE4vw6Z8WUoQQKFq/p7vaJtJdTL+MZYJu19tEWN6lPl7DRWpyrT5dwYoxJN8akOpfjgAsJ1Av7EPiBc7fj+/Omfv4HwAfOiNRWRZ3oxmCx1nqNMT8C3gEigUXW2q1BbpZIZ8gEljm1zaKAxdba/zPGrAWWGmPmAfuAa4LYRpF2M8b8AzgPSDPGuIDfAA/zzXH9FjCbQEHLeuDWbm+wyCloJc7PM8ZMIDD9Zy9wB4C1dqsxZilQQGA1obuttb4gNFukvc4CbgI2O3U3AB5AfbqEl9bi/Hr16RJGsoDnnRUJI4Cl1to3jDEFwBJjzO+ALwgkV3F+v2CM2UVgEZLrTrYDc5KEk4iIiIiIiIiIyDFCdcqbiIiIiIiIiIiEKCWURERERERERESkXZRQEhERERERERGRdlFCSURERERERERE2kUJJRERERERERERaRcllEREREREREREpF2UUBIRERERERERkXb5f+HrwDbDAk9NAAAAAElFTkSuQmCC\n", "text/plain": [ - "
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" ] }, "metadata": { @@ -175,8 +172,7 @@ } ], "source": [ - "plt.rcParams[\"figure.figsize\"] = [20, 8] # width, height\n", - "plt.rcParams['xtick.direction'] = 'out'\n", + "plt.style.use('stumpy.mplstyle')\n", "\n", "fig, axs = plt.subplots(len(dfs), sharex=True, gridspec_kw={'hspace': 0.2})\n", "plt.suptitle('Names', fontsize='30')\n", @@ -203,7 +199,7 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -219,7 +215,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -257,7 +253,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 7, "metadata": {}, "outputs": [ { From 618d5d4df1d0acac51101046343d061b6cefff37 Mon Sep 17 00:00:00 2001 From: Asif Mallik Date: Sun, 1 Aug 2021 08:09:40 -0400 Subject: [PATCH 3/7] Various improvements and fixes: - Add dendrogram for Euclidean - Add explanation for what we expect in cluster - Add explanation for difference in Euclidean and MPdist result - Remove mention of error in paper - Improve code quality - Align different names - Other minor fixes --- docs/Tutorial_MPDist.ipynb | 158 +++++++++++++++++++++++++++---------- 1 file changed, 117 insertions(+), 41 deletions(-) diff --git a/docs/Tutorial_MPDist.ipynb b/docs/Tutorial_MPDist.ipynb index b4dd72c7e..1f1f7ef1b 100644 --- a/docs/Tutorial_MPDist.ipynb +++ b/docs/Tutorial_MPDist.ipynb @@ -10,7 +10,7 @@ "\n", "### What is MPdist?\n", "\n", - "Informally, MPdist can be described as encoding the similarity of the subsequences of two time series. For instance, if two time series is made up of the same repeating subsequences of window length `m`, then they would MPdist of 0 (if window size for MPdist is set to `m`), even if they are phase shifted. On the other hand, the Euclidean distance would be non-zero as long as they are phase shifted.\n", + "Informally, MPdist can be described as encoding the similarity of the two time series by . For instance, if two time series is made up of the same repeating subsequences of window length `m`, then they would MPdist of 0 (if window size for MPdist is set to `m`), even if they are phase shifted. On the other hand, the Euclidean distance would be non-zero as long as they are phase shifted.\n", "\n", "More concretely, given a threshold `percentage` and window length `m`, the MPdist between two time series is the smallest number such that it is higher than the specified `percentage` of the pairwise distances in the join matrix profile for the two time series parameterized by window size `m`. " ] @@ -46,7 +46,10 @@ "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", - "import matplotlib.gridspec as gridspec\n" + "import matplotlib.gridspec as gridspec\n", + "\n", + "# Constants\n", + "mplstyle_url = 'https://raw.githubusercontent.com/TDAmeritrade/stumpy/main/docs/stumpy.mplstyle'" ] }, { @@ -77,13 +80,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "Euclidean Distance: 166.85023224436938\n", - "MPdist: 0.0\n" + "Euclidean Distance: 136.99\n", + "MPdist: 0.00\n" ] }, { "data": { - "image/png": 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\n", 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7GfPfAb9TSs3FWM5zNkbIcyoQgjExc45S6kynD2fOH6TWaK1PzRfxmFGMebxwPPcaozvaSD/QO/8OB6zwcjLk35O7aK2rlVLXA5sxqlaeti9HOmnZnFIqDLjL/m0LcH5/wd32bXv6u94D3P28tmAESrv6/DtPWA0VqD1WPIExYRQPPMiJQPEnhnk/8lwKIYTwOQm9FkII4RFKqWBOLP/aOtBkkd1gVTun0Vrv01r/XWt9m9Y6DbiAk/Nubnfa3DnDZag8mKEed5rWWg10ceOYxwvHc68Ayyjup8rp6/QBtxreNm6jtf4YeNL+bTYnOu05O5MTH/4fHmiyyG5Yr4dRaOJEBYs7ntdq+7+TlVKRg21oX5430/5t/XhZQqW1/hAotH/rHLbvSidEZxP+uRRCCOF7MmEkhBDCU+I4UclaPMS2/bX7dpm9FflXnK46x+lndZwIwl2qlBoqE8YrBhuzn3OuEhpq2eP7Tl+PpuPcTsDxIfg8pdRQy7RWjOKxRurnGMvMAH5inzB1luT0tUdfD66y5/1stX+baA/jHsxQz+tm+78KI/x5MGdxoipm82AbjkFPDvG9K9z5XA7nNSuEEEL0kQkjIYQQnuKciTJzoI2UUlHAN9zweKVOX5+65NrxgS0c+L4bHstdSp2+HivLxJ2XMQ21XObfnJjo+Z4rSw/7Yw9nf9P+bRJw40DbKqU+ifc7pKG1LgGetX+birEsyZmrr4cFwGXuHd2gnIOYvznQRkqpJODTQ9zXf5y+/rZyStvux/cGuN14sAajs5vjsmYE9+HO53I4r1khhBCij0wYCSGE8Ah79y/H0oxFSqnVp25jX2rxPEYnswEppX6vlFo6xEM6t/veecrP/gaU2b/+vlLqO0qpAfeBSimzUuprSqmhzuwPyA1j9leHnb5eMNiGWuty4H77txnAa0qpyQNtr5QyKaVWKqV+2M+Pf+/09Z+VUnn93D4Dozudr/wKI68J4C6lVIjTz7Y6fX2HUmr6qTe2j/8/ePf47ElOdFr7jFLqtn7GFYkx+TdUdd4bwF7712cDv+3vdWYPg77c/m058Mzwh+2/tNblWuulTpeKEdyNO59Ll1+zQgghhLOxcjZTCCHE2HQ/J1qRv6CUegbIxwhlzcJoOZ2CcQb+lkHu51PAN5VShzE6S+0CajBCo9OAa4A8+7b1GN3M+mit25RSqzCWSEUDvwG+oJT6D8ZytVb79TOAxcByjC5dNzNyoxqzH9uA0c0rCPiOUkpj/N+cW5s7L4u5C+P/uQI4HyixP+8bgVqM53kyRo7Thfav1wI/c35QrXW+UuoB4EvAJKBAKfUkxt+TDeP3djtGBcXLwCo3/p9dorXerZR6A6NCyFFl9Df7zyqVUi8CV2GEGe9USj2M8dyZMJYV3YIRnD3U68GdY25USn0ZozpKAY8rpa4GXsXIOJqN8bxOwahGOm3i1+m+bEqpmzA6v4UB3wLOt7/uKzCqw67lxPLLHuAWrXWnJ/5vY5mbn8vhvmaFEEIIQCaMhBBCeNZfgSUYS1lMGBMwp07CvAJ8kcE/IDuqNqYDnxtkuzJgtdb62Gl3oPUOpdRi4F/AfIxlQd89dTsnXZyovBiJUY/ZH2mt65RSv8OYCIoE7j1lk/cxJtwc2/copS7BqBD6P4wPvzfZLwOpHOD6r2G0DL8ZY+Lt8/aLgw3jd1qLDyaM7H7JiSVl31dKPWpfUgfGWDMwgrGjgG+fclsb8COMSTCvTBgBaK2fU0rFA3/GODa81H5x9h+M3/mAE0b2+9qhlFph3z4Zo6Klv6qWBuBGrfX60Y1+/HLXcznc16wQQgjhIEvShBBCeIw23ISRObMOaMTItKkAXgeu01qvcqGd/CKMSaeHMEJd6zDOmHfZ7+tNjEmnTK319kHGcxBYCFyJsRTnENCMEVbciLEsbA1G5VOy1vqt4f6f3T1mf6S1vhu4AXgLOMqJnKKBtu/WWn8VmIOxbGsTxqROL0a2z2GM5+NuIEdrfesA92PVWt+CsQTnDft9dAFHMCYCz9Fa/3bU/8FRsHfD+sD+7UlZRlrremApxgf37Rj/93aMEOzHgbO01idVVnmL1voBjMmIJzCWNnUDxzCq427UWl+N8ffryn1txJgY+ybGZESt/bb1GJVlPwBmaq3fdu//Yvxx13M53NesEEIIAaCMBhlCCCGEEEIIIYQQQhikwkgIIYQQQgghhBBCnEQmjIQQQgghhBBCCCHESWTCSAghhBBCCCGEEEKcRCaMhBBCCCGEEEIIIcRJZMJICCGEEEIIIYQQQpxEJoyEEEIIIYQQQgghxElkwkgIIYQQQgghhBBCnEQmjIQQQgghhBBCCCHESWTCSAghhBBCCCGEEEKcRCaMhBBCCCGEEEIIIcRJZMJICCGEEEIIIYQQQpxEJoyEEEIIIYQQQgghxElkwkgIIYQQQgghhBBCnEQmjIQQQgghhBBCCCHESWTCSAghhBBCCCGEEEKcRCaMhBBCCCGEEEIIIcRJZMJICCGEEEIIIYQQQpxEJoyEEEIIIYQQQgghxElkwkgIIYQQQgghhBBCnCTQk3eulCoFWgAr0Ku1XqSUigWeBaYBpcC1Wuvjg91PfHy8njZtmieHKoQQQgghhBBCCDGhbNu2rU5rndDfzzw6YWR3vta6zun77wNrtda/Ukp93/799wa7g2nTprF161ZPjlEIIYQQQgghhBBiQlFKlQ30M18sSbsSeNL+9ZPAKh+MQQghhBBCCCGEEEIMwNMTRhr4n1Jqm1Lq8/brkrTW1favjwJJHh6DEEIIIYQQQgghhBgGTy9JO0drXamUSgTeUUodcP6h1lorpXR/N7RPMH0eYMqUKR4ephBCCCGEEEIIIYRw8GiFkda60v5vDfASsBg4ppRKBrD/WzPAbR/RWi/SWi9KSOg3f0kIMUoNbd3sqWzy9TCEEEJMEG1dvWwrG7TXiRBCCOE2PVYbBSX1vh7GmOWxCSOlVIRSKsrxNXARsAd4FbjVvtmtwCueGoMQYnC/ffsA1z68kR6rzddDEUIIMQE88kEJ1zz0EXWtXb4eihBCiAngua3lXP9IAQePtvh6KGOSJyuMkoB8pdROYDPwhtb6LeBXwIVKqUJgpf17IYQPfFhUT3u3Vd5AhRBCeMVHxXXYNOyqaPT1UIQQQkwAHxUZ1UXbj0h160h4bMJIa12itc61X+ZprX9uv75ea71Ca52htV6ptW7w1BiEEAOrbOzgSEM7ALsqZFmaEMNx6FgLj3942NfDEGJM6ei2sqO8EYCd5bLfEWI4qho7+Ot7hdhs/ca/CiH6obXuW462Uz7vjIinu6QJIfxUQbHx5hlgUuy0H8ALIVzz4PpifvraPprae3w9FCHGjG1lx+mxamO/IxVGQgzLkx+V8rv/HaK4ttXXQxFizCisaaW+rVs+74yCTBgJMUEVlNQTEx7EWTPj5MBdiGHQWpNfVAdAUa0s5xTCVQUl9QSYFJ+YN5ldFU1oLZUSQrhqQ6F9v1MjE0ZCuMpRXXRZTjIHj7XQ2WP18YjGHpkwEmKCKjhcz5LpscxPi+HQsRbau3t9PSQhxoSDx1qobTECewuPyYG7EK4qKKkn22LmzJlxNLR1U3G8w9dDEmJMqGvtYl91M2BUTAghXFNQUk+KOZTLclKw2jR7q2RZ2nDJhJEQE1DF8XbKGzo4c0YcuWkx2DTsqWz29bCEGBPy7Wd5A01KDtyFcFF7dy87Kxo5c2YceWkxAH15RkKIwX1kjxGQ/Y4QrrPZNAUlDSydGUduqhmAHZKfN2wyYSTEBFRQYmTNL50ZR05qDCAda4RwVX5RHTMSIpg9OUoO3IVwkSO/aOmMOGZPjiI40CT7HSFclF9YS3RoIGenx1N4TJZCC+GKwppWGtq6WTojjsToUJLNobLfGQGZMBJiAiooqWdSeBCzEqNIiArBEhMmZ3qFcEFXr5VNJQ0sS48nIzGSIjlwF8IljvyiRVMnERRgYl5KtHRKE8IFWmvyC+s4a2Y8cyZHUVLXRq/V5uthCeH3HPlFZ86IAyA3NUaCr0dAJoyEmIAKSupZMj0Ok0kBkJNqZpe0mhRiSB+XNdLRY+WcjATSEyOpauqktUvyv4QYSkFJAzmpZiJCAgHjwH13ZZN88BViCCV1bVQ1dXJORjwzEyPp7rVRLvlfQgypoKQeS0wYqZPCAMhJM1Na305je7ePRza2yISREBNMeUM7Fcc7WDojtu+63LQYjjS009Amb6BCDCa/qJYAk2LpjFjSE6MAKJZlaUIMqq2rl53ljSy1n+UFyE0z09FjpUhahAsxKEdu3rIMo7IVpFOaEEOx2TSbDjewdEYcShknyPP6YjjkJPlwyISREBNMX3nmzPi+63LsQXCyrleIweUX1TM/LYao0CAykowDd8kxEmJw28qO02vTfcsCgBP5ebIsTYhB5RfVkRYbxtS4CNITHfsdWQ4txGAO1bTY84tOnCDPks87IyITRkJMMAUlDcRGBPedpQLItphRCsmTEGIQTe097K5o5Ox0Y7J1amw4QQFKDtyFGEJBST2BJsXCqZP6rpseF0FUaCA75MBdiAH1Wm0UFNdzjn2/ExUaRLI5lKJjcqJCiMEU2DsLOle2RocGMTMhQjqlDZNMGAkxwRj5RbF9+UVgHIDMTIiUGXchBvFRcR02bSwLAAgMMDEjPlIO3IUYQkFJ/Un5RQAmk7Ln5zX6bmBC+LmdFY20dPVyTnpC33XpiZFS2SrEEApKGrDEhJEWG37S9bmpMeysaERr7aORjT0yYSTEBFLe0E5lY8dJs+0O8gYqxOA2FNURGRJIblpM33XpSXLgLsRg2rp62VXRNOB+50B1C509Vh+MTAj/t6GwDqXgrJknXj8ZiVEU1bRis8nxmhD9MfKL6jlzZj/7nbQYalu6ONrc6YORjU0yYSTEBLKxL7/o9DfQvDQzda3dVDXJG6gQ/ckvrGPpjDiCAk7sOjMSIyk/3k5Ht3zgFaI/Wx35Rf3sd3JSY+i1afZVN/tgZEL4v/zCOrItZiZFBPddl5EUSUePlcpG6ZQmRH8OHmvheHtPvycqHLmtEsPhOpkwEmICKSipPy2/yMERQLqzvNG7gxJiDDhS386Rhva+5WgOGYlRaA3F0ulJiH71l1/kkGev1pP9jhCna+nsYXt5Y19+kYN0ShNicI4GP0umx572s8zkaIICFDtlObTLZMJIiAlCa82mkgaWzojtay/pbE5yFMEBJnkDFaIf+UVGW+OzTz1wT5IDdyEGU1BST25aDOHBgaf9bLI5lMSoEGlxLEQ/NpU0YLXp0yaMpFOaEIMrKKknddLp+UUAoUEBzJkcLfl5wyATRkJMEBXHOwbMLwIICQwgMzlKzvQK0Y/8olqSzaHMTIg46fppcREEmKRTmhD9OZFfdPpZXofctBjZ7wjRj/yiOkKDTCycdnJ1Xkx4MPGRIRRKwwUhTmPkFzVw5gCfdwBy08zsKm+SHDAXyYSREBPERnt7ycHfQGPYU9mMVd5AhehjtWk+LDLaGp9anRccaGJqXLhUGAnRjy2lRoXEmTPiB9wmLy2Gkro2mjp6vDgyIfzfhsJaFk+PIyQw4LSfZUinNCH6dfBYC40D5Bc55KTG0NLVy+H6Ni+ObOySCSMhJoiCknriIoL7Spn7k5MaQ2tXLyWSxyJEnz2VTTR19HBORv8feuXAXYj+FZQ0EBSgWDA1ZsBtHAGku2VZmhB9qps6KK5tY1n6APudpEiKa1qls60Qp3CcIF8ySGWr5OcNj0wYiTGnx2pjS2mD7CSHQWtNQUk9S2fE9Ztf5JCXZhy47/CzN9CNxfX0WG2+HoaYoAbKL3LISIyirL6drl7plDZe2WyazYcbpPpymApK6slN7T+/yCHHEgPgd/l528qO097d6+thiAlqQ6Gx3xnsREVLVy/Hmru8OSzhRVprtpY20N0rx7/DUVBST1psGKmTTs8vcpiZEElEcIBMGLnI4xNGSqkApdR2pdTr9u+nK6U2KaWKlFLPKqWCh7oPIZz94Z1DXPPQRh7dcNjXQxkzyhs6qGrqHDRHAmBGfCSRIYF+FUC6u6KJG/5ewL83H/H1UMQEtaGwlrnJ0cRHhvT784ykSKw2TWldu5dHJrzlyY2lXPvwRn713/2+HsqY0drVy+7KpkGXBQCYw4OYHh/hVwfu1U0dXP3QRzywrtjXQxETVH5hHfGRwcyZHNXvz9MTjeslP2/8+u+eo1z90Ea+/fxOOUnuIkd+0dLpg+93AkyKLIuZnX70ecefeaPC6E7A+Qjr18AftdbpwHHgdi+MQYwTDW3dPPlRKWFBAfziv/tZu/+Yr4c0JmwsMc5UDXXgbjIpsi1mvzrT+0FhLQD/2ye/a+F97d29fFzWOOBZXpCONeNdZ4+VB9cXExYUwN83HObZLTJ57QpHftFQ+x2A3FT/2u9sKKxDa3hH9jvCB2w2zYdFdZzdT26eg6NDpwRfj082m+bP7xYSFhTAqzur+Ot7Rb4e0phw4GgLTR09nDlz6P1OXloM+6qapYLLBR6dMFJKpQKXAo/av1fABcAL9k2eBFZ5cgxifHnkgxI6eqw894UzyUox87V/befA0WZfD+s0Vpvm0Q0lHDrmHx8gC0oaiI8cPL/IISfNzP7qZr9ZXrPBPmG0qaSB1i5ZHiC8a/PhBrqtttPaGjubmRCJUnLgPl79c9MRalq6ePTWRSzLiOeHL++hoKTe18M6jdaaf20+wrayBl8PBTCWBQQFKBZOnTTktjmpMRxr7uJoU6cXRja0fPtyoIPHWihvkMpB4V0HjrZQ39Y96H4nLiKYSeFBkp83Tv13z1EOHmvhV5/KZvV8C79/5xBv7q729bD69cauatYfrPH1MADYWOLILxp6wignNYZuq42DR/3js5o/83SF0Z+A7wKOqbs4oFFr7fjUVwFY+ruhUurzSqmtSqmttbW1Hh6mGAvqW7tYs7GUy3NSyE418/dbFhEREsjtT2ylrtV/1nBrrfnhy3v42Rv7+cWbvl++4MgvWjJEfpFDXmoMPVbN/mrfv4G2d/eyrew4eWnGm/qGQ/JeILwrv7CO4EATi6cPvJwzNCiAKbHSKW086uyx8uD7xSydEcvZ6fH89cYFpMWG839Pb6PMz7qr/HltIXe9uJsfvrzX10MBjBMVeWkxhAWf3uHpVLmOAFI/qDJyVHc4QlGlkll4W36RcayzLCNhwG2UUmQkRlEkla3jjs2m+fPaQ6QnRnJZTgq/vCqbBVNi+OZzO/yuOcA/Nx3hy//8mO++sMsvMv4KSuqZEhuOJSZsyG1zHbmtfrDf8XcemzBSSl0G1Gitt43k9lrrR7TWi7TWixISBn7DFBPHIxuM6qKvrcgAYLI5lEdvXURdaxdfeGqbX1TEaK351X8P8K/NR5gSG86GwjqfT2YdaWinuqnTpWUBADn2g+RdfvAGuulwAz1WzZ0rMjCHBfHufv84gyEmjvyiOs6YNonQoME/9Bqd0uTAfbx5ZtMRalu6+PrKWQCYw4L4x61nYNNw+5Nbae70j1bwj+Uf5k/vFjIlNpz91c0+P2Pa0tnDHhfyixzmpUQTaFJ+sd/Zf7SZ+rZublo6lRnxEaw9IPsd4V0bCutIT4xksjl00O3SkyI5dEw6pY03b+6p5tCxVr62IoMAkyI0KICHb15EXEQId6zZwrFm/6jEfGVHJT94eTdTYsOpaenq607mK47mFEPltTpYYsKIiwhmlx/l5/krT1YYnQ1coZQqBf6NsRTtz0CMUsrRLiMVqPTgGMQ4Ud/axZqPyrgiN+WkZVU5qTH8/tpctpUd564Xd/t8p/nA+mIe/qCEm5dO5e+3LMJq07y+s8qnY3K8gZ/p4htoijmU+MgQv+iU5qjuOHNmHMtnJ7DuYI1fnMEQE0NNSycHjrZwTvrQJy3SE6M4XNdGr3TzGzc6e6w89H4xZ86IO2niY1p8BA/etIDSuja+8s/tPv+dP7elnPte38cnsybzwhfPJMCkeHmHbw+ttpYedzm/CIwqvdmTo9hZ7vuz5x/auyKekx7PisxECkrqafGTiUEx/nX2WNl8uGHQ5WgOGYmRNHX0UNfa7YWRCW9wZBelJ0ZyaXZy3/UJUSE8eusiWjp7+dyarXR0+/Yk+dr9x/jWczs5Y1osr33lHKJCA3lpu2/3O/uPNrucXwRGlV5uWoxfVLb6O49NGGmt79Jap2qtpwHXA+9prT8NrAOutm92K/CKp8Ygxo9HPiihq9fKVy/IOO1nl+Wk8I2Vs3jx40oeer/EB6MzPPlRKb99+yCr51v46RXzmD05iszkaF7a4dsJo4KSeuIjQ5iZMHR+ERhvoHlpZr/olPahU3XHiswkGtq62VF+3NfDEhPER0XGZKsrB+7piZH0WDVlkncybjxdUGavLjp9v3PWzHjuW5XFB4dq+bkPlx6/saua77+4i2UZ8fzp+jwSo0NZlhHPK9srsflwcr2gpJ7gABMLpgydX+SQkxrDropGn44bjOqODHt1x4rMJHqsuq/FuRCe9nHZcbp6B8/Nc5CGC+PPG7urKaxp5U57dZGzzORo/nz9fHZXNvHt53f67L1yY3E9X3rmY+amRPPYrYswhwdxSVYyb+2p9ulEVkGJkd+3ZIgOac5yUs0U1rRKRuoQvNEl7VTfA76plCrCyDR6zAdjEGNIXWsXazaeXl3k7Gsr0rk8N4XfvH2At/ce9fII4T/bKvjJq3u5cG4Sv706B5P9TX71/BR2ljdyuM43WRdGfpFRnulKfpFDTmoMxbWtPj2r6qjuONt+0HTerAQCTWpCLUvr7LH6vGpuIttQWMek8CDmpUQPuW1GonSsGU86uq089H4JZ82MGzA884bFU/js2dN5/MNSntlU5uURwvqDNXz92e0smDKJh29eSEigsWxy9XwLVU2dbC71Xfh1QUm9y/lFDnlpZpo7eyn1YTaUo7rDsd9ZNHWSfTn0xMkxkv2Ob20oqiPQpFjqQpVERmIUAMWSnzcuWG2av6wtJCMxkkucqoucXTg3ie9/Yg5v7K7mT2sLvTxC2FHeyB1PbmFKbDhPfmYxUaFBAKyab6Gt28o7Pnyv3Fhcz9S4cFJcyC9yyE2LQWvYU+n7k+T+zCsTRlrr9Vrry+xfl2itF2ut07XW12it/SetWPilvuqiFaef5XVQSvHbq3PISY3hG8/uYG+V9174b+05ynde2MnZ6XHcf8N8AgNOvKyuyLWgFLzsozLNsvp2jja7nl/k4HgD3e3DN1DHsoBl9uVA5rAgFk+PnTABpOUN7Zzx83f51+ZyXw9lQtJak19Uy1np8X0TwIOZaZ8wkgDS8eGZTWXUtZ7ILhrIDy7NZPnsBH78yl4+KvJeFcrmww188eltzEqK4h+fOYPw4MC+n104N4nw4ABe8dGytJbOHnZXNrmcI+GQkxoD4NPq1m326o5lGcaEUWCAifNnJ7D+YO2EWA59vK2b8367jj+96/0PosKQX1jH/CkxRIYEDrltUnQIUSGB0iltnOirLlp5enWRs8+fO4NrFqbyl7WFXn2fP3i0hVv/sZm4yBCevmMJkyKC+362ZHosyeZQXvHR5x2rTbP5cD1Lh1FdBJDbt99pdP+gxhFfVBgJ4bI6e2e0K/MsQy6pCg0K4O83L8QcFsTnntxKTYvnQ+E2FNbytX9tJy8thkduXnRaMO5kcyhnzYzj5R2VPjlj52gvOdwJoxyL0TnAl3kS/VV3rMhM4tCx1nHf5tjRaa+ls7fvdyi8q6imlWPNXSxzYVkAQGRIIJaYMDlwHweM6qJizk6PG7Q7HkCASXH/DfOZER/B/z3zMSW1nv/9765o4rNPbMESE8aazy4m2n6G1yE8OJBPzJvM67uq6ezx/vKALaUN2PTw9zsZiZGEBQX4ND9vQ6FR3eFcVeZYDr39yPhfDv3L/+7nWHOX7Hd85HhbN3uqmlzKzQPjZGl6UqRUto4DjuqiWUmRXJLVf3WRg1KKn63OYvG0WL7zwi6vvDeV1rVx02ObCA0y8cwdS0iKPjmQ3WRSXJln4f1DtdT7oNnP/upmmjt7Xc4vcoiNCCYtNswv8vP8mUwYCb/28PvFdPfa+OoF6S5tnxgdyt9vWcTx9h4+v2abRw+Wt5Y28Pk125iZGMnjty0mYoCzQVfmWSirb2e7Dw6CC0rqSYgKYWZCxLBuNykimKlx4T6bcddak19Yd1p1x8rMRIBxvzzgtV3VvH+olsiQQCmT9RFHZsk5Ga5NGIGRJyEH7mPf0wVl1LV2D1ld5BAVGsRjt55BgElxx5NbaWr33FLewmMt3PKPTZjDgnj6jiXERYb0u92V8y20dPay/qD3l/AWlDQY+UVTXc8vAqOaJ8sS7dMzvflFtSyYMumk6o7zZk+M5dAFJfU8t7WCyJBA9lU1+zxLaiL6sLgOrYe33zE6dMp+Z6x7fVcVRTWt3LlilktVzSGBATx40wKSokP4/FPbqGrs8NjYqps6+PSjm+i12nj69iWkxYb3u92q+Sn02jRv7K722FgGUmCf5F4yzMpWMKpbJfh6cC5NGCmlpiqlVtq/DlNKRXl2WEJAbUsXTxWUsSrPwgwXA5sBsixm/nhdHjvKG/nuC7s8Utmzp7KJzzyxhcnmUNZ8djHm8KABt/1E1mRCAk1eX5Zm5BfVs3RG3LDyixxyUmPY6aMzvUU1rdS0nF7dMTUugvTESNaO4wP3pvYe7n1tHzmpZu5YNp3DdW1+07p7IskvqmN6fASpk/o/MOpPRmIkxbWtE2LpynjV3t3Lwx8Uc056PGdMc/3Ac0pcOA/dtJDy4+186Z/b6PFA57TyhnZuemwTgQHGGd5k88A5DWfPjCM+MsQnXWsKSurJmxJzWsWtK3JTY9hb1eyR528oDW3d7K1qPu3DenTo+F8O3dVr5e6XdpMWG8Z3Lp5Na1cvh32YJTVR5RfWERUSSG6q2eXbZCRGUdfaxfE26ZQ2VjlXF30ya7LLt4uLDOGxW8+go9vKHU9upb3b/cHN9a1d3PToJpo7eljz2SVkJA08BTBncjRzJkf5bL8zLS580P3iQPJSY6g43uGTyqixYsgJI6XU54AXgIftV6UCL3twTEIAJ6qLvuJidZGzT2RN5jsXz+bVnVX89b0it46rqKaVW/+xmaiQQJ6+YwkJUf2f4XWIDg1i5dwkXt9V7dWD4NL6do41dw07R8IhN9VMVVOnV5b2nWqw6g5Hm+PxOonyq7cOcLy9m1+sziY3LQaAfVXNvh3UBNNjtVFQUs/Z6cNcUpMUSVevjYrj43vJ5Hh2orpo4My8gSyeHssvVmfzYVE99762z63jOtbcyacf3URXr3GGd1r84FWjgQEmrshNYd2BWo9WPJ2qubOHPZVNw16O5pCTFkNXr42DR72fBfbRINUdKzKTKKxppWycTqI8uL6Ykto2frYqu2+iVKpbvUtroxvf0plxJ2VhDiU9yZ6f54XlsMIzXt9VRXFtm8vVRc5mJUVx/43zOXC0mW88u8OtlYFNHT3c8o/NVDZ28NhtZ5DtwkTm6vkWth9ppNSLzX6sNs2mww0j3+/Y/1/+0B3aX7nyjvRl4GygGUBrXQgkenJQQtS0dPL0pjJWzR9edZGzLy2fyer5Fn7/ziHedFN5ZMXxdm5+bBNKwdN3LMHiYhL/6jwLDW3dbCisdcs4XFEwwvwiB8dkxS4frOvNL6pjWlx4v9UdKzOT6LVpPjjkvefSW7aWNvCvzUf47NnTyLKYyUoxdmJy4O5d24800t5tdTlHwiHd3rFGlqWNTe3dvTz8fgnLMuJZNIzqImfXLErjC+fO4KmCMtZsLHXLuBraurnp0U3Ut3bx5GcWM3uya0Xeq+db6LbaeHOP95YHbO3LLxrZ85dnDyD1xfKA/MI6okID+zL8nJ1YDj3+qluLa1t5YF0xV+SmcN6sBDKSIgkONMl+x8vK6tupbOzoC1x3lXToHNusNs2f1xYyOylqWNVFzs6fncgPLp3L23uP8ft3DrplXO3dvdz+xBYOHWvhoZsWDpnn53BFXgpKwSs7qtwyDlfsr26mZQT5RQ5ZFjMmhU/z8/ydKxNGXVrrvjpHpVQgIPX2wqMefr+EHqvmqxcM/yyvg1KKX16VzYIpMXzzuR3sHuXMcU1LJzc9uom2rl7WfHbJsCayzp2VQEx4EC9t994b6MbiehKjQpgxxJnogcxLiSbApLyeJ9Hda1R3DLSGf8GUSUwKDxp3y9K6e23c9eJuLDFhfdkpCVEhTI4O9Wm3uokov7AWk2LYBx/pjgN3yZMYk57aWEZ928iqi5x99xNzWJmZyE9f2zfqie2Wzh5u/cdmyhraefTWM/om8l2RZYlmRkKEV5cHbCyuJzjQxIIpw8svckiLDWNSeJDXT1Q4qjvOnNF/dceJ5dDja1ma1pofvLSb0CATP7psLgBBASYyJ0fJfsfLNti7LJ7jYqMFhxRzGOHBARRKh84x6bWdVZTUtnHnyoxhVxc5++zZ07hhcRp/W1fMix9XjGpMXb1WvvDUNj4+cpw/XTef5bNdrxNJNoexdLp3m/305RcNs0OaQ0RIIBmJUZJjNAhXJozeV0rdDYQppS4Engde8+ywxERW09LJ0/bsoukjnOxwCA0K4OGbFxEXEcIda7ZwrHlky6sa27u5+dHN1LR08fhnFjPXqXOXK4IDTVyWk8w7+47S2uX+NcanGm1+ERiddjISI9nh5RLN7UeOD1rdEWBSnD87kXUHa+j1Qc6FpzzyQTGFNa3ce+W8kwLUsyxmOdPrZRuK6shNi8EcNnA2WX/MYUEkRoVQJBNGY46RXWRUFy2cOrLqGIcAk+JP188nIzGSL//zY4pG+EGus8fK7U9uZX91Mw9+esGwJzCVUqzOs7D5cIPXlkkWlDQwP21k+UVgjNkXAaSlLlR3rMhMZPPhhnG1HPr5bRUUlDRw1yWZJy2vz7KY2VspwdfelF9YiyUmbNjHvSaTYmZCpOx3xiBHdtGcyVF8Yt7IqosclFL89Iosls6I5fv/2c22soYR3U+v1cbX/72DDYV1/OqqHC7NGbxjW39Wz7dwuK6NnV76/FBQUs/0+Agmm0OH3ngAuWlmdlU0+aSj9VjgyoTR94FaYDfwBeBN4IeeHJSY2B5aX0KvTbvcGW0oCVEhPHrrIlo7e/ncmq10dA+vc1prVy+3Pb6Fw3VtPHLzIhYOs/OLw+r5Fjp7bLy95+iIbj8ch+vaqGnpGvFyNIe8tBh2VTR69Q00v6huyOqOFZlJNLb38PGRRq+Ny5NK69r4y3tFXJI9mRWZSSf9LNtipqSuzSsTjcJYs7+zvPG0wHVXZSRFjniCQPjOmo1lNLS53hltKJEhgTx66yJCAk3c/uTWYQfSdvfa+L+nt7GltIE/XJd32vuCq67MswDw6k7PV7c2dfSwt2rk+UUOuWkxHDrW4pEA14HkO6o7MgZehupYDv3+wfGxHLq+tYtfvLmfRVMncd2itJN+lm0x09LVy5EGyWPzhl6rjY+K6zknPX5EJ/kypEPnmPTqzkpK6tq4c8XoqoscggNNPPjphaTEhPL5NduGfaLAZtN8/8Xd/HfPUX502VyuPSNt6Bv14xPZkwn2UrOfE/lFozvRk5MaQ0NbNxXHPddtbiwbcsJIa23TWv9da32N1vpq+9cy/SY8oqa5k2c2lbF6vmXIUM/hyEyO5s/Xz2d3ZRPffn6ny2fNOnusfH7NVnZXNnH/jfOH1er0VAumTCItNoyXd3j+DbSgxDiz4I430Mb2Hq8eNOa7UN1x7qx4ggLUuFgeoLXmBy/vJiTAxE8un3faz7Ms0WgtwdfesrG4Hpse/IPjYDISoyisaZWzVGNIW1cvj3xQwrmzEkZ8QqA/qZPCefjmRVQ3dvLFp7fR3etaRaTVpvnGcztYd7CWn6/K5orclBGPYUpcOIumTuKljz2/POBEftEoJ4xSzdg07Kn03nueo7pjWtzAXRFPLIce+/sdgJ+/sZ+2rl5+eVX2aR9Ws+w5TrIszTt2VTbR0tk74mPM9KRIjjZ30jKOqt/Gu16rjfvXFjFnchQXj7K6yNmkiGAevfUMuq027nhyq8snG7XW3Pv6Pl7YVsHXV2Zw+znTRzyG6NAgLsxM4rWdVR5v9rOvysgvcscJcvBNft5Y4EqXtMNKqZJTL94YnJh4HnrfvdVFzlbOTeKuT87hjd3V/Hlt4ZDb91htfOWfH/NRcT2/vTpn1G/ojuUBHxbVjXhpnKs2lhj5RaNd0pebZhw0eisIztXqjqjQIJZMj+PdcXDg/vKOSj4sque7n5xDUvTp5bTZcuDuVR8W1REeHNB38DBc6YmRtHdbqWryfndBMTJPFRjVRXeuGF12UX8WTp3Er6/OZtPhBn7y6p4hJ20cmTJv7Krm7kvmcOOSKaMew6r5FgprWtlX7dkJGEd+0fwpMaO6nxxH8LWX9juuVnecWA5dO+aXQ39YVMeL2yv54nkz+22TPSspiuAAE3uqZL/jDR/aO8OeNcLQ3gx7wwVZljZ2vLaripK6Nr4+yuyi/qQnRvLApxdQWNPKnf/ajtWFk+R/fOcQT3xUyu3nTHfLvvDKvBTq27r7qjc9ZbQNfhxmT44iONDktf3OWOPKkrRFwBn2yzLgL8DTnhyUmJgc1UVXzbcwNc591UXOPrdsBtcsTOXPawsHLdG32TTffn4n7+6v4b4r53HVglS3PP6V8y3YtBFy5ymO/KIzZ448v8hhVlIUIYEmr7WadFR3nO3CcqCVmYkU17Z5tXWnux1v6+a+1/czf0oMn17c/wfDxOhQEqNC2CsTRl6RX1TH0hlxBAe63tbY2YmONbIsbSzwVHWRs9XzU/ny+TP51+Zy/vFh6YDbaa35+Rv7+feWcr56QTqfP3emWx7/0uxkAk3K48sDCg7Xs2DKyPOLHBKiQrDEhHntTO9wqjtWzk2iqaOHbWXHvTAyz+jssfKDl3YzLS6cL5/f/8m54EATsydHSX6el2woqmNeSjRxkSFDb9yPDGm4MKb0Wm38ZW0RmcnRXDTXfdVFzpZlJPCTy+ey9kANv3nrwKDb/v2DEv7yXhHXLUrjh5dmjvqzA8Dy2YnEhAd5fr9TUs+M+Ih+T7gOR1CAiXkp0V7LXRprXFmSVu90qdRa/wm41PNDExPNg+8X02vTfMUD1UUOSil+tjqLxdNi+c7zO/utnNFa86NX9vDKjiq+c/Fsbj5zmtsef2ZCJDmpZo8uSyupa6PWDflFYLyBZlnMXptxzy+qJTw4gPkudNhxZHqM5SqjX/53P80dPf0uCXCWbTFLhZEXVBxv53Bd27C71DhznK2XM71jw4nsIvdXFzn71oWzuXheEj9/Yx/rDvTf4fEva4t4NP8wt501jW9e6J4sJTCWKCyfncirO6tcOtM8EkZ+UbNb9jtgVLd6a8Iov7AOpVw7UbEsw74ceoDf4Vjwt3VFlNa38/PV2YNO7mVZotlT2SzLaz2srauX7UeOjyryIC02nOBAk+x3xohXd1Zx2I3ZRQO55cxp3Lx0Kg9/UMJzW8v73eZfm4/w8zf3c2lOMr+4Ktstk0VgTDpfmp3M23s91+yn12pj8+EGlrhrv5Maw57KJo/tJ8cyV5akLXC6LFJKfREIHOp2QgzHseZOntl0hE8t8Fx1kUNIYAAP3rSAxOgQPrdmK1WNJwLOtNb86q0DPLPpCF88b+aAZ99GY1WehT2VzR6rQHBXeaZDbmoMe6qavFKCn1/oenVHWmw4s5OiWLt/bB64F5TU89zWCu5YNoM5kwfvujfPYqa4ttWrIbATUb59WcBgnZKGEhsRTFxEsASQjgGtXb088kEx581KGHEbeFeZTIo/XpfHnMnRfPVf2zl49OT3/3/kH+aP7x7i6oWp/PiyuW47aHdYPd/Cseauvv2Du2053IB2Q36RQ05qDOUNHTQMMyx8JPLt1R2xEcFDbhsVGsTSGWN3OXThsRYeer+Yq+Zbhpwgy7KYaeroobxBQmA9adPhenqsmmUDdIZ1RYC9U5pUtvo/o7qokLnJ0Vw8b2TNDIbjx5fP5Zz0eH7w0m42nfL+/+rOKu5+aTfLZyfwx2vzCHDz5JWj2c//9nqm2c++6mZaunqH3UF0ILlpZtq7rTLx2g9Xau5/73T5JbAQuNaTgxITz4Pri7HZNF8537NneR3iIkN47NYz6Oi2cseTW/s+iD+wvpiH3y/hpqVT+N4nZnvksS/PTSHApDxWZbSxuJ6k6JBBwzuHIzfNTGePjUMe/gBc3tBOaX37sKo7VmQmsqW0gaaOsRX02NVr5e6XdpMWG+bSWvFsixECu9/DGSQT3YaiOpKiQ0i3l/ePVHpiJIXSKc3vrdlYyvH2Ho9XFzmEBxud08KCA7j9yS3Ut3YB8NyWcu59fR+fzJrMr4aoNhypFZmJRIUE8pKHlgdsLDHyi0aa/XWqXEeOkYerjPqqO4bxYX3FnERKats4PMaWQ9tsmrte3E1kSCA/uDRzyO0d+XmSY+RZGwrrCAk0sWja6CatMxIjZUnaGPDKjipK69u5c2WG208M9CcowMTfblxA2qRwvvj0No7UG01s3jtwjG8+u4MzpsXy4KcXjngZ/mAWTp1E6qQwXt7hmRiOvhPk00fX4Mch18v5eWOJK0vSzne6XKi1/pzW+qA3BicmhqNNnfxz8xE+tSCVKW6a5HDFrKQo7r9xPgeONvONZ3fwxIeH+e3bB1mVl8K9V2R57I08ISqEs9PjeXl7lcvd2lxl5Bc1cOaM0ecXOTjeQHd5+MD9w6LhV3escLQ5PjS22hw/uL6Ykto2frYqm7DgofM++oKvZW21x9hsmo+K6jh7hG2NnWUkRUqnND/Xas8uWj47waUlsO6SEhPG329ZRG1LF198ehsvb6/k+y/uYllGPH+6Po/AAPcftAOEBgXwiazJvLXnKJ09Vrfff0FJPQunTBp1fpFDdqoZpWBXuWff8/qqO4a53wHGXLe0Z7eWs7XsOHdfkulSVs7syVEEmpQsh/awD4vqOGNa7KhfOxmJkVQc75BKZD/Wa7Vx/3tGddFFcz1fXeRgDg/isdvOwKbh9ie38M6+Y/zf0x+TmRzNY/aTGJ6glGJVnoX8wlpqWtzfCKSgpIEZCREkjjK/yGFaXARRoYHSKa0fAx6ZKKW+OdjFm4MU49tD79urizyYXTSQ82cn8oNL5/L23mPc89o+VmYm8dtrcj26phhg9fwUKhs72HbEvcGZxbVt1LW6J7/IYWpcOOawII+/gY6kuiMvLYa4iGDe3Td2DtyLalp5YF0xV+SmcN4s185qJ0WHEB8ZzG4vtpmeaPZVN3O8vWdUy9EcMhKjaOnspbalyw0jE57w5EelNLb38PWV7ssKclVeWgy/vSaXLaXH+fqzO1gwZRIP37yQkEDPHLQ7rJ5vobWr1+3LqZrae9hX7b78IoDIkEDSEyI9v9+xV3cMJ/DcsRz6nTG036lp6eSXb+5n6YxYrl7oWhOPkMAAZiVJ8LUnHWvu5NCx1lHlFzlkJBnHTsU1Y6vybSJ52V5d9HUvVRc5mx4fwYOfXsDhujY+t2YrU2LDefKzi4kKDfLo466an2Jv9lPt1vt15Be5c79jMilyU2Nkwqgfg53KihriIsSoOaqLrl6YSlqs96qLnH327Gl88byZXJaTzF9vnE+Qh87wOrto7mTCggLcvjzA3flFYJwhyEk1s9ODZ3pHWt0RYFKcPyeR9Qdr6BkDbY4dLbNDg0z86LK5Lt9OKUWWxSwH7h60wZ5f5Erw7VDSpWONX2vp7OHvG0o4f3aC25ZQDdcVuSn84JJMls9O4LHbziA82PPRkEtmxDE5OtTtXWs2lzryi9yzLMAhJzWGXRWNHq3Uyy+sY/H04Vd3rMhMZGvZcZrax8Zy6J+9vp/OHhs/Xz28UNts+35HqiU9w5GbN5pGCw4n9juyHNofOaqL5qVEc6EXq4ucnZUez68/lcOS6bE8dfsSl3LbRis9MYpsi9nt+529Vc20dvVyphs/7wDkpJo5UN3ikUrcsWzAT8Za658OdvHmIMX49eD6Imw27ZFwaVcppfj+J+fw1xsXuK2cfigRIYFcPC+JN3ZV09XrvjeljSX1TI4OZaqbl/blpsZw8FgLHd2eeQPdWzXy6o6VmYk0d/aytdT/2xw/v62CTYcbuOuSTBKihtc+N9tiprDGc7+DiS6/qJY5k6NIjBp9aXNfi2MJIPVLazaW+ay6yNnnzp3BE59ZjDnMs2d4HQJMiivzUlh/sNatYdIbi+sJCTSRNyXGbfcJkJdmpq61m8pGz4QuH23qpLCmdUQf1ldkJmG1adYf8v+mC+sP1vDqziq+dP5MZiYML58tK9XM8fYej/0OJrr8ojriIoKZmzx44wtXTI2LINCk5ESFn3ppeyVl9e18feUsr1cXOfvUwlSe/cKZTDa7ZxmXK67MS2F3ZZNbw6QdJ8iXuPlERW5aDL02zT7JDD2JK13SQpVSX1ZKPaCU+ofj4uLtNiuldiql9iqlfmq/frpSapNSqkgp9axSyvPTm8IvVTd18K/N5VyzyHfVRb505XwLTR09rD/onvwdrTWbSuo5c6b78oscctNisNo0+6o9U+Gyoch4DkZS3bEsI4HgAJPf50nUt3bxizf3c8a0SVy3KG3Yt89yBF8flZ2Yu3X2WNlSetwtZ3nByCmLDg2UA3c/1NLZwyMflHDBnERyfVRd5EtX5lnotWne2OW+ENKCknoWTp3k9iV1OX35eZ7Z7zhy80ayHKhvObSfd+ns6Lbyo1f2MDMhgv9bPnPYt89KMSYypLrV/bTW5BfVcVZ6vFtiEIICTEyPj5AOT36ox2rj/veKyLJEszIz0dfD8borclMwKXjFjc1+CkrqmZkQ4ZaTfM76clsl+Pokrqy9eQqYDFwMvA+kAq6cNu0CLtBa5wJ5wCeUUkuBXwN/1FqnA8eB20cwbjEOPLi+GJvWfGm576qLfGlZejxxEcFuewMtrm2lrrXb7csCAHJTjdDlHR5alpZfWDfi6o6IkECWzoxj7QH/PnD/+Rv7aevq5RerR9YFKcvRsUYO3N1u8+EGunttbsmRAKNqMSMpSiaM/NCTH5XS1OG9zmj+JjM5itlJUW7rWtPY3s3+o+7NL3KYkxxFcIDJYx1rHNUdmZOHX90xVpZD/3ltIeUNHfxidfaIJvQyk6MJkOBrjzh4rIXali6WuelEBRg5RjJh5H9e2l7JkYZ2vr7Ct9VFvpIYHcrZ6fG8tL3SLctbe602tpQe98h+Z7I5lKToEHZKk5mTuDJhlK61/hHQprV+ErgUWDLUjbTB8a4VZL9o4ALgBfv1TwKrhjtoMfZVNXbw783lXLMobUJWFwEEBpi4PDeFd/fXuKUt/MaSBsC9+UUOidGhJJtDPdIpraPbytZRVneszEzkcF0bxbX+eaCUX1jHi9sr+eJ5M8lIGlkEXIo5lNiIYJkw8oAPi+oIDjCx2E2tWcFYliYH7v6lubOHv284zIo5iX3VKxONUopV8y1sKzve1155NDYfduQXuX+/ExIYQGZylEcCSN1R3bEyM5GWzl62lDa4eXTusb+6mb9vKOHaRaksGeHvJzQogIzESPZIwwW3c+QXne2mExVg5MWU1bdJ/oof6bFnF2VbzKyYgNVFDqvnW6g43sG2stHHR+xx5BfNdP9+B4zqVgm+PpkrE0aOT7KNSqkswAy49BevlApQSu0AaoB3gGKgUWvt6PlYAViGNWIxLjy4vhiN5svnD79EejxZPd9Cd6+Nt/aMvntAQXE9yeZQpnhoAs4Ivm50+/1uKW2g2zq66o4L5hhvSf64LK2zx8oPX97NtLjwUWV1OYKvpVOa+20orGPB1Bi3Bg+nJ0bS0NZNfat0SvMXT35oVBfdOUGrixyuzEsB4GU3VLduLDHyi3LTzKO+r/7kpsWwu6IJq829ocvuqO44sRza/6pbbTbNXS/uJiYsiLsvyRzVfUnwtWfkF9UxIz4CS0yY2+4zIzESm4bDddIpzV+89HEl5Q0dPumM5k8umjeZ0CCTW/Y7fflF0z0zYZSXFkNJbZtbTuaPF65MGD2ilJoE/Ah4FdiHsaxsSFprq9Y6D2MZ22JgjqsDU0p9Xim1VSm1tbbWPRkvwj9UNXbw7Bajuih10sSsLnLISTUzIz5i1N3StNYUlNSzdIb784scctNiKK1vp7HdfWGpYBw0jba6I3VSOJnJ0X6ZJ/HX94oorW/n56uzRx2qnpUSTeEx6d7gTnWtXeyrbmZZRoJb79dRSSbL0vxDs70z2srMiVtd5JASE8bSGbG87IblAQUlDR7JL3LISY2hrdtKiZurR/u6U43iREVESCBnzoxj7f5jfjeZ8symMnaUN/LDyzKJCR9dVGiWxUx9WzfVTZ1uGp3o6rWyqaTBbcugHTKSpEOnP+mx2rh/XSE5qea+E5sTVWRIIBfNnczru6rp7h3dMt6CknrSEyOH3TzGVTn2GI7dsiytz4ATRkqpfUqpHwLrtNbHtdbva61naK0TtdYPD+dBtNaNwDrgTCBGKeU4jZsK9PtJWWv9iNZ6kdZ6UUKCew/khW89sL7IXl00MbOLnCmluDLPwqbDDVSNogtJUU0r9W3dbm8v6SzXQwGk7qruWJmZyLay426f0BqNQ8daePiDYq5aYHFLu/Zsi5lem+bAUem+5S59wbduzJEAp05pcuDuF574sJTmzl7uXOHbzmj+YlWehZK6tlFl0zS2d3PgaLNH9zt5aY78vEa33m9+UR0zEiJIGWV1x8rMRErr2ymu9Z+KjmPNnfzmrYMsy4hnVd7oi/glP8/9Pi5rpKPH6vb9zvT4CEwKiqRDp1948eMKqS5ysnq+hcb2Ht4/NPJCkF6rjS2HGzyS1+qQY4kBkGVpTgarMLoBiAD+Z+929g2lVLKrd6yUSlBKxdi/DgMuBPZjTBxdbd/sVuCVkQxcjE2V9uqiaxelubUMdyxbNT8FreHVnSMPIXWUZ3oiR8Ih2z7j7s5labUtXex3U3VHX5tjN3WdGy2bTXP3i7uJDAnkh5fOdct9yoG7++UX1mEOC+p7bt0l2RxKRHAAxTJh5HNNHT08uqGElZlJfe9jE90ns5MJDjCNqrp1kyO/yEM5EgAz4iOJDAl064G7o7rDHWHDF2QmAf61HPqnr+2l22rjZ6uy3PIhdW5yNCYl+x13yi+qJcCk3P7aCQkMYFpchJyo8APdvUZntNxUM+fPntjVRQ7nZBjNfl4exX5nd2UTbd1Wzpzh3slWZ+bwIKbHR3is4cJYNOCEkdZ6p9b6Lq31TOBrwBRgk1JqnVLqcy7cdzKwTim1C9gCvKO1fh34HvBNpVQREAc8Nur/hRgzHlhXBMCXpLqoz9S4CBZMiRnVG2hBSQMp5lDSYj03CRcdGsTMhAi3dg74qNh91R05FjMJUSG86ycH7v/eUs7WsuPcfUkmsRGjWxLgkDopjJjwIDlwd5O+4NuZcQS4oa2xM6UU6UlRFNbImV5fc1QXTdTOaP0xhwWxIjOR13ZW0TvCLl8FJfWEBpn6yvc9wWRSZFvMbq1sdVR3uKPq0xITRmZytN/kGK3df4w3dx/laysymBoX4Zb7DAsOID0xUjqluVF+YR25qWaiQ4Pcft/piZEyYeQHXvy4gorjHXx95cTsjNafoAATl+Uk887+YzR3jiwfqMDe4GeJByuMwOgO7e4VFWOZKxlGaK0LtNbfAG4BYoC/unCbXVrr+VrrHK11ltb6Xvv1JVrrxVrrdK31NVprSQSdICqOt/Pc1nKuO0Oqi061er6FA0db2F89/EBjb+QXOeTaOwe4K6/BndUdJpPigtmJvH+odtTro0erpqWTX/13P0tnxHL1wlS33a9SiqwUsxy4u0lJXRvVTZ1uz5FwSE+IpPCYHLj7UlNHD4/ml3Dh3CS3V5GNdavmW6hr7SbfvixzuDYW13s0v8ghJ83M/upmunrdk93m7uqOlZmJbC1r4Hibb5dDt3X18uNX9jIrKZLPLZvh1vvOspjZUyUNF9yhqb2HXZVNnOPm3DyH9MRISuvafH4cNJH1VRelxbB8tsSqOFvV1+zn6IhuX1BST0ZiJPGRnskvcshJjeFocyfHmiW7DVyYMFJKnaGU+oNSqgy4B3gYSPH0wMT488D6YhSKLy2X6qJTXZqTQqBJjajKqNCeX+TJZQEOuWkx1LZ0cdQNb6CO6o6z091X3bHCT9oc3/f6fjp7bPx8dbbbJ/GyLGYOHWtx24enicwRfLss3TMHdBlJkdS0dNHULp02fOXxDw/T0tnLnSukuuhUy2cnEB0aOKL9zvG2bg4cbfFofpFDXmoMPVbN/mr3VOvlF9aRlxbjtuqOFZlJ2DSsO+jbKqM/vnOIysYOfrE6m+BAl84HuyzbYqa2pUs+PLnBR8V1aA3LPHSiIiMpkl6bpqzef3K1Jpr/fFxBZaNkF/UnLy2GaXHhI9rv9FhtbC1t8Gj8hkNuWgzg3hiOsWyw0OtfKKWKgQcwgqnP1lov11o/pLWu99oIxbhQcbyd5+3VRaMNmRyPYiOCOW9WAq/sqMI2zPbBjvwibxy457gxx6i41qjucMeyAIdzMuIJDjT5dFna+oM1vLazii+fn87MhEi333+2xUyPVXPoqFSujNaGwjqmxIYzJc4z3RodwddFtbIszReaOnp4LP8wF0l1Ub9CAgO4NCeFt/ceo62rd1i33XTYmJQfawfufdUdbtzvOJZD+3JZ2p7KJv7x4WFuXDKFRdPcv1Qj2yJdg9xlQ1EdkSGB5Nn/rt0tI9Ho0Fkky9J8orvXxl/fKyIvLYbls6S66FRKKVbNt7CxpJ7qpuE1+9njyC/ywgnyeSnRBJqUBF/bDXYKohP4hNb6DK3177XWFd4alBh//rbOXl10/kxfD8VvrZpv4WhzJwWHhzcfW1BSjyUmjNRJnp+Iy0yOJihAuSXHKL/QCKd2Z3VHeHAgZ8+MY+3+Gp+0Oe7otvKjV/YwMyGCLy5375IAhyxLNIAsSxulHquNgpJ6jy1HgxMH7rIszTf+kW+vLpLsogGtnm+ho8fKO/uGN8l+Ir8oxjMDc5JsDiU+MsQtB+6eqO7w9XJoq01z90u7iY0I4XsXz/HIY2QmR6OU7HfcIb+wjqUzYgkKcG8VmMPMhEiUkg6dvvLCNqkuGsqqPIvR7GfH8Jr9bLSfIF883bP5RQChQQHMnhwlOUZ2g4Ve36u1LvTmYMT45Kguun5xGslmqS4ayMrMJCJDhrc8wGbTFJQ0sGRGrFd2TKFBAcyZHO2WM735RZ6p7liRmcSRhnafnF3789pCyhuMJQGeyvWYEhtOdGigHLiP0s7yRlq7et3SKWkglklhhAaZ5MDdB5o6evjHh4e5eF4S81Kkumggi6ZOwhITNuxuaQUl9SyaGuv2pU/9UUqRl2Z2y37HUd2R6+bqjhWZibR29bL5sPeXQ6/ZWMquiiZ+cvlczOHuD1EGiAgJZGZCJHurZL8zGkfq2znS0O7WCrdThQUHkDopTPY7PtDda+Nv64qYPyWG86S6aEDT4iPIS4vh5WFOGBWUNDAryfP5RQ45qTHsLHdfbutY5vk9vZjw/rauCJNS/N9yqS4aTFhwABfPm8x/dx+ls8e1fJrCmlYa2rq9shzNITfNzO6KpmEvnXNmVHc0eKS6Y0Wm0b70XS8vD9hf3czfN5Rw3aI0lnjw96GUIstilgP3UcovqkMpPFraHGBSzEyQjjW+8JijumjFLF8Pxa+ZTIor81LYUFhLbYtrPUgaHPlFXlgW4JCTGkNJXduIO+s4eKq6w1fLoasaO/jd2wdZPjuBy3KSPfpY2RZpuDBajoB5T1a2glHdWnhMlkJ72/Pbyu3VRdIZbSir51vYX93MgaOuhel7M7/IIS/NTHNnL6X17V57TH8lE0bCow7XtfH81gqpLnLR6vkWWrp6ee+Aa5Mdjvwib76B5qTG0NLVS0ndyAMVPVndkWwOY15KNGu9eODe1WvlOy/sJCYsiLsu8cySAGfZFjMHqlukC8oo5BfWkWMxExMe7NHHyUiMpEgO3L2qrrWLx/ON6qK5KdG+Ho7fWz3fgk3D67tcO9u7+bBjv+P5ZQEOuWkxaA17RrE8wJPVHX3LoQ8c89rZaJtN8/0Xd2PVmvuuzPL4B9R5KdEca+6ipkWCr0cqv6iWydGhHsk3dJaRGElJXRu9VjlG8JaObit/fc+oLjrXwxOC48FlOckEmBQvb3dtv7O7son2bqtXT5A7llxL8LWLE0ZKqRyl1BVKqascF08PTIwPP3t9H6FBAXzlAumM5oozZ8aRGBXi8vIAR35RWqxnQnv74whq3DWKPIkNhUZ1x1kzPbNTXZGZxMdHjtPgpTbHP39jP3sqm/nlVdken4AAmGcx0221cUgmIkakpbOH7eWNHj/LC5CRFEVVUyetwwwVFiP3+/8dpKPHyncunu3roYwJGUlRzEuJdnk5dEFJA2FBAWRbYjw7MCc59tDl0eTnbSgycvM81c58RWYS5Q0dXqsofPD9Yj44VMsPL53rlWMAR/D13krXKgLEyaw2zYdFRm6epyf30hMj6e61UX58eKHCYuQeer+Y6qZO7vpkplQXuSAuMoRzM+J5ZUelSysWNhZ7L7/IISMxkrCgAAm+xoUJI6XUP4B/AJ8CLrdfLvPwuMQ4sP5gDWsP1PDVC9JJjAr19XDGhAD78oD1B2s4PsRkh5FfVO/V6iIwAhXDgwNGNeOeX2RUd3gqb2FlZqLR5tjFSq3ReGNXNWs2lnHHOdO5aN5kjz8eOB24y7K0ESkoacBq05zjxsD1gaTbO6UVy7I0r9hT2cS/t5Rzy5nTSLeHjouhrZ5vYWdFE8W1Q/+dbiyuZ9G0SV7JL3KYFBHM1LjwUe13PiyqI9kcysyECPcNzMmJ5dCer27dVFLP7/93kMtzU/j0kikefzwwTlSABF+P1J7KJpo6etwauD6QjCRHwwU5qeQNlY0dPPR+MZflJHt1QmOsWzXfQnVTZ1/XzcEUlNQzOymKOC/lFwEEBpjIsrgnt3Wsc2Vvv1RrvUhrfavW+jP2y2c9PjIxpvVYbdz3+j6mx0fwmbOn+3o4Y8qq+RZ6rJo3dlcPut2hmhaOt/d4NUcCjEmtbIt5xGd6mzt72OHh6o6sFDNJ0SGsPeDZA/fSuja+959dzJ8Sw/c+6fmlaA5TY8OJCpHg65HKL6wlLCiABVNjPP5YjgkjyTHyPK019762j0nhwdIZbZguz03BpOCVIaqM6lu7OHisxesnKsBYHjDSyta+6o50z1V3JJvDyLJEs9bD+Xl1rV189V/bmRYXwS+vyvZaNUNkSCAz4iNkvzNCjvwiT1VWO3NMisp+xzt++eZ+lIK7Lsn09VDGlIvmTiYiOIBXdgy+3zHyi457dRm0Q25qDHurmumZ4Ms7XZkw2qiUmuvxkYhx5amNZRTXtvHDSzO9ehZyPJibHE1GYuSQb6AF9vLMJT44m5GbFsO+quYRZegUFNd7vLrDZFJcMCeJDw7VeSznp7PHypee+ZgAk+KvNy7wWIvc/phMirkp0eyWpQEjsqGojsXTYz3Wyc7Z1NhwggIUhTVyptfT3thdzebSBr590WzMYZ6pXhyvkqJDOWtmPC/vqBo0g8fRBcwXE0a5qWaqmjpHlKHjqO7w9DLUFXOM5dD1ra4FiA+X1ab5xrM7aOro4W+fXkBkSKBHHmcgWRYze2TCaEQ2FNYyZ3IUCVGer5CICg0i2Rzqk26xE83mww28vquaL543E0uMZLUOR1hwABdnTeaN3dWDNvvZVdFER4/V6yfIwfi809Vr4+DRiX0M58onnDUYk0YHlVK7lFK7lVK7PD0wMXbVt3bxx3cPce6sBC6Yk+jr4Yw5SilWzbewpfQ45Q0DJ/MXlDSQOsm7+UUOuakxdFtH9gb6YVGdV6o7VtrbHG+yB7S628/e2Me+6mb+cG2uTw4Ssi1m9lfLWY/hqmrsoKS2zSvLAsAoaZ4RH0nRMTlw96SObiu/eGM/mcnRXHdGmq+HMyatmm/hSEM7Hx9pHHCbgpJ6woICyEk1e29gdrmO/Lzy4U9YOKo7zvZgO3OAlZlJaA3rDtZ65P4fWFfEhsI67rliHpnJ3g90z7aYqW7qpM5DE2LjVXt3Lx+XNXptvwNGdatMGHmW1aa559W9pJhD+cK50gl6JFblWWjp7B00QsLR4GfxdF+cqIgBmPA5Rq5MGD0G3Ax8ghP5RZd7clBibPv9O4do77by48sk+G2krsxLARiwyshm0xQc9n5+kYPjw8KOEbyBbiiqY8kMz1d3nJ0eT2iQySPLA17bWcXTBUf4wrkzWJGZ5Pb7d0V2qpnuXpscEA6Tt9oaO0tPipSlAR728AfFVDV1cs/lcwkwyX5nJC6el0RokGnQ8OuNJUZ+kTcrKh3mpUQTYFIjOnDfUFhLZnI08R7Ov8iyRBvLoT2QY/RRcR1/fPcQq/JSuN5Hk6JZ9hwjqTIans2HG+i22jwWuN6fjMQoimpaXQoUFiPz3NZy9lU3c9clmYQFe75ieTw6a2YcCUM0+ykoqWfO5ChiIzzfVOZUabFhTAoPGtGJivHElT1+rdb6Va31Ya11mePi8ZGJMWlvVRP/2nyEW86cKoGjo5A6KZzF02N5aXtlv8sDDh5robG9x2cTRqmTwoiLCB52EJyjusMTbY1PFRoUwDnp8by7371tjktqW/n+f3axcOokvu3DLkxZEkA6IvmFdSREhTA7yXvvTxmJkZQfb6eje+CSazFyjsDRS3OSWeKj98TxICo0iAvnTub1XVX9Vi7WtXZx6Firz/Y74cGBZCRGsmOY+x1vVnco5VgOXUtXr/te77UtXdz57x1Mj4/g56u9l1t0qnkWo6pJJoyGJ7+wjuAAE4unebHDU1IkHT1WKhulU5onNHX08Lu3D7J4WiyX5ST7ejhjVmCAiStyU1h/sJbG9tOb/XT3OvKLfLPfUUqRkxojFUYubLNdKfVPpdQNSqmrHBePj0yMOc6Bo19fMcvXwxnzVuVZKK5tY2/V6Tk1jvJMXwTAgfEGmps2/ADS/ELvVnesyEyi4ngHB93UKcSRWxQcaOL+G+b75Cy7w/S4CCKCA+TAfRhsNs2HRXUeDb7tT0ZiFFrjUgcqMXy/+u8BtIa7vBg8P16tykvheHsPHxw6fUmVI7/IFzkSDnlpMeyqaBrWSYC+6g4vnKgAYzl0W7eVgpKhO/+4wmrT3Pnv7bR09vDApxcS4eXcImfRoUFMiwtnj+TnDUt+UR2Lpk3yahVKhr3hglQhe8b9awtpaO/mx5fPldUUo7R6voVuq403dx897We7Kxvp6LH6bMIIjOXQh4610N7d67Mx+Jorn3bCgC7gIoylaI5laUKc5M3dR9l0uIFvXTTLY+3SJ5JLs5MJDjD1W6ZZUFJPWmwYqZO8n1/kkJNqprCmldYu199ANxR5t7pjhT1Dy13L0n762j4OHG3hD9flkeLjcEOTSTEvRQJIh2P/0Wbq27q99sHRISNJDtw9ZfPhBl7bWcUXzpvp0/fD8eLcWQlMCg8acL8THhxAtsX7+UUOOakxNHX0UFY/cL7fqfIL6wgONHmt3fWJ5dDuWZZ2/3uFfFRcz71XZDF7su8rt7MsZqlsHYaalk4OHG3x6jJocO7QObHDej2huLaVJz4q5foz0vqqvcXIzUuJZmZCRL/LoR0T775o8OOQm2rGppnQE+VDThhprT/Tz+Wz3hicGDs6e6z84s39zJkcxfVnTPH1cMYFc3gQ589J4NWdVfQ6LQ+w2TSbDjew1Afhb85y02LQ2vXSdF9UdyRGh5KTauZdNxy4v7Kjkn9tPsL/LZ/J+bP9I8w9y2JmX3XzSX8fYmCOCjdPB9+ealpcBAEmJRNGbma1aX762l6SzaF88bwZvh7OuBAUYOLy3BTe2XeMls6ek362sbieRdNifVpZmZtmfDgbzvKA/KI6Fk2dRGiQd6o7HMuh1+6vGfVy6A+L6vjz2kKuWmDhmkWpbhrh6GRZzFQ2dnC87fTlI+J0Hzpy87y834kJDyYhKoRCabjgdve9vo+woAC+dZHvYgnGE6UUq+db2FzaQMXxk08GbCw28osm+SC/yCHHHnw93FUV48mQe32lVKpS6iWlVI398h+llH/stYTfeOSDEiobO7jninkSOOpGq+dbqG3p4qPiE52+Dhz1bX6RQ1/nABfzJPYfbabBB9UdK+YksaO8cVRdXYpqWrnrxd2cMW0S37rQf5ZbZqdG09ljo7i2zddDGRPyi+rISIxksjnUq48bHGhiWly4nOl1s+e3lrO3yggcDQ/23TKd8WbVfAtdvTbe2nNieUBdaxeFNa0+WwbtMCspipBAEztdDCD1VXXHiswkKhs7ODCKVsw1zZ3c+e/tzEyI5Gersvxm2YujwmxPlVQZuSK/sJ6Y8CDmpXi/EiUjURouuNu6AzWsP1jLnSszPB6iP5FcmWcB4JUdVX3Xdffa2FrW4PPPOwlRIVhiwoadnzeeuHKa6HHgVSDFfnnNfp0QgBFk/MD6Ii7NTvb5i3q8WT47kajQQF526pbWl1/kwxwJgNiIYNJiw9hV4dpBo7fzixxWZCaiNbw3SMvOwXR0W/nyMx8TGhTA/TcsINCHZ9dPlZUiwdeu6uyxsvlwg9f//hwyEqPkwN2Nmjt7+O3bB1k0dRKXS+CoW81Pi2FqXPhJB+6b7MsCzvTxPj4owESWxezymd6Pioz95bJ073WnAufl0COrbrXaNF/793bauqw88OkFfjUhKvsd12mtyS+q5eyZ8T45mZqRGElRTatbG39MZN29Nu57fR8zEiK45cxpvh7OuJIWG84Z0yad1OxnV0UjnT02n+bmOeSmmV3+vDMeufLJJ0Fr/bjWutd+eQLw7p5X9Kuj2+oX5XGOwNHvS+Co24UGBXBpdjJv7znaF7ZWUFLPlNhwLD7O0AGjTNPVGff8ojpmJUWSFO3d6o55KdEkm0NHfOB+z6t7OVTTwh+vy/N6ZcpQZiREEi7B1y7ZVnacrl6bVzol9Sc9MZKy+na3dk7yhR6rjW1lx33+AcQROPqTy+f5TeXFeKGU4so8Cx8W13GsuRMw9jsRwQF+kdeRk2pmT1WTS0txNxTWMSk8iHkp0V4Y2QknlkOP7ETFn989REFJA/etymKWFzs6usIcHsSU2HDZ77igqKaVY81dPjtRkZ4YSWtXL0ftr+OxymbTbC1twGbz7X5nzcZSSura+NFlcwkO9J+Th+PFlXkWimpa+5r9FJTUo5Rv84scclJjONLQTsMEXYrryl97vVLqJqVUgP1yE1A/1I2UUmlKqXVKqX1Kqb1KqTvt18cqpd5RShXa/5002v/ERHXv6/u44q8f8q/NR3w2hi2lDby6s4ovnDuDtFgJHPWEVfMttHVbeWffsRP5RT5eFuCQlxpDZWPHkMu9HNUd3s6OAUeb40Q2FNbR2TO8D+svflzBs1vL+fLydM6b5X/z5AEmxdzkaDlwd8GGwjoCTYolPsr+ykiKxGrTlNa5Htbrj/76XhGfevAj7n+vyGdjKK5t5fEPS7l2YRrZqb6fwBiPVuWloDW8aq8yKijxfX6RQ15aDJ09Ng4Nkc3iqO44Kz0ekw+qO1bMSWJnRSO1LcNbDv3BoVruX1fENQtTuXqhfyZAZFmipcLIBRsKfZNf5JCeaEw2jvUco39vKefqhzbyo1f2+OxkRW1LF39+t5DzZyf4TY7leHNpdjJBAaov/LqgpIE5k6OJCfddfpFD7gTPMXJlz/9Z4FrgKFANXA18xoXb9QLf0lrPBZYCX1ZKzQW+D6zVWmcAa+3fi2Fq6ujh5e2VhAaZuPul3by2s2roG7mZzR44Ojk6lC8un+n1x58oFk+LJcUcysvbK9l/tJmmDt/nFznk2D+sDfUGurXUt9UdK+cm0d5t7VvO54rCYy384KU9LJkey9dXZnhwdKOTZTGzt6oZq4/PvPm7/KJaFkyZ5LOW1OOhY013r41/bj5CaJCJP7xziMc/POyTcfzMHjj67YslcNRTZiREkpsWw0vbK6ltceQX+cd+py8/b4j9Tl91h48+rK+cayyHXjeM5dDHmjv5xrM7yEiM5N4rszw4utHJspgpb+igqb1n6I0nsPyiOqbGhfvshOp46NCptWbNxlJCg0w8s+kIv3n7oE/G8fv/HaSjx8oPL5vrk8efCCZFBLN8diKv7qyis8dqzy/yjxPk2almlMLl/LzxxpUuaWVa6yu01gla60St9Sqt9ZAlLVrraq31x/avW4D9gAW4EnjSvtmTwKoRj34Ce2FbBR09Vp65YwlnTI3lG8/u4L0D7mnhOpwx7Kls5q5L5vjV+vrxxmRSXDnfwgeFdby5uxrAbw7csyxmTC68geYX1REU4LvqjjNnxBEeHMBaF5cHtHf38qVnPiY8OIC/3DDfr3KLTpVlMdPRY+Vw3dg9IPS0fVXN7K1q9tmyAICZCZEoNbbP9L699yi1LV3cf8MCLp6XxE9f28fzW8u9OoZ1B2pYd7CWr63IICFKAkc9aXVeCvuqm3mqoAzAL3IkAKbGhWMOCxryRIWvqzvmJkeTYg51uUtnr9XGV/+1nY4eI7coLNg7Xd1GQoKvh1be0M6mknqf/f0BxEUEMyk8aEzn520pPc6Boy3cc/k8Pr1kCg+uL+aB9d6tcN1T2cSzW8u57axpzEyI9OpjTzSr51uoaeniwfXFdPbY/ObzTmRIIOkJkVJhdCql1P1Kqb8MdBnOgyilpgHzgU1Akta62v6jo0DSALf5vFJqq1Jqa21t7XAebtyz2TRPF5SxYEoMC6fG8thti8hMjub/nv54WBUUo9Hc2cNv3j7AoqmTuCI3xSuPOZGtyrNgtWn+vuEwU+PCSfGD/CKAiJBAMhKjhjzTm19Uy3wfVnecaHN8zKVy5h+/spei2lb+dH2e1zOXhstx4C7LA05Xcbydbz23k0vv30BkSCCX+TAcOTQogCmx4WP6TO9TG8uYEhvOijmJ/OWG+SzLiOd7/9nFf3dXD31jN+jutXHfG/uYHh/BrWdN88pjTmSX5aYQYFI89H6xkV/k5RyggSilyEk1s2OIExUfFtUxzYfVHUopLsh0fTn0H989xObDDfx8dVbfUiJ/JcHXA6tt6eKeV/dywe/X02vTXLXAd8sKlVJkJEZRNIYrW9dsLCU6NJAr8yzcd2UWV+al8Ju3DvLUxlKvPL7WxmqK2PBgvubH1ebjxQVzEokKCeTB94v9Jr/IISc1hp0VjT7PcPSFwU6bbwW2AaHAAqDQfskDXF5MqJSKBP4DfF1r3ez8M2084/0+61rrR7TWi7TWixIS/C87xJc2FNVxuK6tL6E/KjSIJz+7mLTYcG5/YovLbc5H46/vFVHfJoGj3jJ7chSZydF099pY6qMqnYE4OgcM9Aba0NbN3qpmlvnwLBvAyswkqpo62V89+IHT81vLeWFbBV89P51lGf7/3jMzIYLQIBO7K5qH3niCqG/t4t7X9nHB797ntV1VfG7ZDD74zvnM8PGZQaPF8dg8cN9f3czm0gZuWjoFk0kREhjAwzcvJC8thq/9ezvvH/L8iZ01G0spqW3jR5dlSuCoF8RHhrAsI57uXhtnTI/1q0rL3NQYDh1roaO7/4mYHquNgpJ6n1YVAqzITKKjx8rGIU7mrT9Yw9/WFXPdojRWz/fP3CJnkyKCscSESX6ek+bOHv7wv4Oc99t1PFVQxtUL03j/O+ezcKpvo1rTkyI5dGxsdkqrae7krT1HuWZRGmHBAZhMit9dk8vKzER+9MpeXtpe4fExvL6rmi2lx/nOxbOJDg3y+ONNdKFBAXwyezLdvTYy/SS/yCEvzUxdazdVTWM7RH4kBtz7a62f1Fo/CeQAy7XW92ut7wdWYEwaDUkpFYQxWfSM1vpF+9XHlFLJ9p8nAyNrITGBPbWxlPjIYD6ZPbnvutiIYJ6+fQmxkcHc+vhmDh713IeSktpWHv/wMNcsTJXAUS9aPd+o5Fo6039m28GYcW9o66bieEe/P/+wqA6t8fmB+/lzElFq8DbHB4+28KNX9nDmjDjuXDnLi6MbucAAE5kSfA1Aa1cvf3r3EOf+Zh1PfHSY1fMtrP/2cu6+JJNJEb4/6EhPjOJwXZtL3Z38zZqNZYQEmrh2UVrfdeHBgTz+mcWkJ0bxhae2sqW0wWOPX9dqBI4un53ABXP6LUwWHrB6vgXwn2XQDrlpMVhtmr0DLInafqSRtm4r56T7dtL/xHLogfc71U0dfOPZHcyZHMVPr5znxdGNTrbFLPsdjKYej24o4bzfrOMv7xVx/pxE3vnGufzyqmy/6KyakRhJU0cPda1jr7vTPzcfodemuWnp1L7rggJM/PXGBZw5I45vP7+Lt/ce9djjd3Rb+eWb+5mXEs01Tvs+4Vmr/HS/k+PIz/NCYYa/ceV00STAuQ450n7doJRRdvIYsF9r/QenH70K3Gr/+lbgFdeGKsBYE732QA3XnzGFkMCT17dPNofyzO1LCQ4wcfNjmyirb/PIGH7+xn5CAiVw1NuuO2MKXzh3BhfNnTz0xl6UlxYDDBxAml9YR1RoYN/SKV9JiAohNzVmwDyJtq5evvTMNiJDgvjzDXkE+KCrzkhlW8zsrWryectZX+nqtfJY/mHO/c06/vRuIefOSuB/3ziPX1+d4zfLN8E4cO+xasoaxlanNEeThSvzUk4722cOC+Kp2xeTYg7js49v8dgHyL7A0UslcNSbLp43mS+eN5NP+XBZTX9y7Serdlb0//eWX1iLSfk+d+nEcuiafis8eq02vvrP7XT32vjbpxcQGuS/uUWnyrJEU1rfTnPnxAy+7rXaeG5LOef/bj0/e2M/WRYzr33lHP524wKfV7M6y3B0Shtj1a09Vhv/3HSE82YlMD0+4qSfhQYF8PdbF5FtMfPVf24n355X5m4PvV9MVVMnP7l83pg6Jhzrlk6P484VGdx85tShN/aiOclRBAeYZMJoAL8CtiulnlBKPQl8DPzChdudDdwMXKCU2mG/XGK/vwuVUoXASvv3wkXPbDqCAm5cMqXfn0+JC+fpO5bQY7Xx6Uc3cdTNZXPrD9aw9kANX1uRTmKU78+cTCTmsCDuuiTTZzlAA5k9OYrgwP7fQI22xnWcNTPOL5YzrMxMZGdFEzXNJ78utNb86OU9lNS18Zfr88bc33aWxUxbt5XDHpok9ldWm+b5reVc8Lv3ue/1fWQmR/HKl8/mwZsW9nUl8yeOjjVjLfj6P/YmC45l0KeKjwzh6TuWEB0WxC3/2Oz2vIw9lU38e0s5t541zS9/r+NZaFAA3//kHL8LGE+MDiXZHDrggfuGojpyUmMwh/l+CcnKzCSqmzrZW3X6suHf/e8QW8uO84urssdcmG6WI/h6glUZaa15a081F//pA777n10kRofyzzuW8NTtS/yy6n6sdkr7395j1LR0ccsAkwaRIYE88ZkzmJEQwefWbGVb2XG3Pn5lYwcPvV/M5bkpLPajHJ2JwGRSfOPCWadNFPpaSGAAmclD57aOR650SXscWAK8BLwInGlfqjbU7fK11kprnaO1zrNf3tRa12utV2itM7TWK7XWnqthH2c6e6w8u+UIF85NGvSs+aykKJ787GIa23u46bFN1Ld2ueXxe6w27n3dCBy97azpbrlPMfYFBZiYlxLd75ne0vp2Khs7OMdPsoBWZBpLWd47pc3xc1vLeXF7JXeuyOAsH2ctjYQjgHSiHLhrrXl771E+8acP+M4Lu4iLNJbkPnPHUnLtFW/+yPGBcCwFkDqaLMyfEtP3AbE/KTFhPH3HEkxKcdOjmyl3UxWV1pp7X9tnBI6ukMBRcUJOqrnfjjVNHT3sLG9kmY+XQTucWA598n7nvQPHeOj9Ym5YPIUr8yw+Gt3IOaqG91ZOnPy8j4rqWPXAR3zx6Y9RSvHQTQt5+Utn+fVxQ2JUCFEhgWPuRMWajaWkTgpj+ezEAbeJCQ9mze2LSYoO4TOPb2ZfP5OyI/XLN/ejFHz/k3Pcdp9i7MtNi2F3RRPWCVbR7+op/wCgFjgOzFJKneu5IYmBvLGrmuPtPQOe5XWWkxrDY7cuoryhnVsf3+yWkuE1G8soqW3jh5dK4Kg4WW6q8QZ6ajZLfqERhOvrwGuHOZOjsMSE8a7TgfuBo838+JW9nJMez1cvGJsfSDOSIgkONE2ICaONxfWsfuAjvvDUNqxa8+CnF/DKl8/2eUaWKyJCArHEhI2pFscfFtdRUtc24FleZ9PjI3jq9sW0d/dy02ObTqvkG4nXd1WzubSBb1882y+qRYT/yE2LobS+ncb2k7NZCkrqsWl82s7cmWM59NoDJ5ZDVzV28M3ndpKZHM1PLh+byyzjIkNIMYdOiE5puyuauPmxTdz46CZqmzv5zdU5vHXnMj6RNdnvG78opUhPGlsNFw4ebWHT4QZuWjp1yKVgiVGhPH3HEiJCArnlH5soqR39/nVTST2v76rmi+fNxOJHy9qF7+WkxtDWbXXL39lYMuSnfqXUr4EPgR8A37Ffvu3hcYl+rCkoY2ZCBGe5uCZ/yYw4HrppIQeqW7j9iS0DdhNxRX1rlxEmOyuBC+YMPNsvJqbcNDMdPVaKTnkD3VBYR+qkMKbG+aat8amUUqzITCS/qJbOHiutXb186ZmPiQ4L4o/Xja3cImdB9uDr8XzgvqeyiVv+sZkb/l7A0aZOfv2pbP739XP5ZHay3x+wO0tPjBxTZ3rXbCwjLiKYS7KTXdo+MzmaJz67mNqWLm5+bPNpH+aHwxE4Ojc5+qSwbSHAOFEBp+cY5RfWER4cwPwpvu1O5WxlZiK7Kpo41txJj9XGV/75MT29Nh4YY7lFp5o3zoOvi2tb+fIzH3P5X/PZU9nEDy/N5L1vL+faRWl+sczeVRmJkWNqSdpTBaUEn9JkYTCpk4w4Dq3hpkc3UdnYfxMWV1htmp++to8UcyhfOHfmiO9HjE95aUZl5Y4JlmPkyrvdKmC21vpSrfXl9ssVHh6XOMWuikZ2ljdy89Kpw/pwdP6cRP50fR7byo7zxae30d07su48v/vfITq6rfz4sswx9eFMeIfjwH1X+YkDx16rjY3F9ZyTHu9XfzMrMpPo7LHxUXEdP3hpN6V1bfzl+vl+l9ExXNmWaPZWNo+74OvSuja++q/tXHZ/PrsqGvnBJZms/85yrjtjypg6YHfISIykuLZ1TJQzVzZ2sHb/Ma47I+20JguDWTBlEo/esojD9W3c+vgWWrt6R/T4D3/gCBydO2Ync4XnOPJidp1y4J5fVMfSGXF+VQntvBz6t28f5OMjjfzqUzl+l9ExXNkWMyV1bbSMs+Dro02d3PXiLi764wesO1jD11Zk8MF3z+eOZTPG5ARfRmIUda3dHG/z/05pLZ09vPRxJZfnpBA7jO6mMxMiWXP7Ylq6ernp0U3UtowsjuO5reXsq27mrksyCQsee79r4Vkz4iOJDAlk1wANF8YrV/amJYDUgfvYmo1lhAcHcNXC4XcquSwnhV9elc37h2r5xrM7hv1BZW9VE//ecoRbzpxGur3bghDOpsVFEBUayA6nPImdFU20dPX63VKhpTNiiQgO4J5X9/HKjiq+sXKWzzvpuENWipmWrt4x14FrIMeaO/nBS7tZ+Yf3eXffMb5yfjoffPd8Pnfu2Dxgd8hIiqSr10bFcf//PT1TUAbAp5cOv1PJWenx/O3GBeypbOKOJ7fQ2TO8CldH4OilOcks8bPWusI/RIcGMSMh4qQA0orj7Ryua+NsP1mO5uBYDv3A+iIe+aCEm5ZO4fLcFF8Pa9QcOUbuzI7xpcb2bn755n7O++06XthWwc1Lp/LBd8/nmxfOIip07H4USncEX4+BZTQvflxJW7fVpWXQp5qXYubx287gaFMnNz+2iab24U1kNnX08Lu3D7J4WiyX5bhWVSsmFpNJkW0xT7jga1cmjNqBHUqph5VSf3FcPD0wccLxtm5e21nF6vkWoke4w7rujCn88NJM3thdzV0v7nK5CkFrozRzUngwd0rgqBiAyaTITY05KYA0v7AOpeDsmf514B4SGMCyjASONLSzLCOeL5+f7ushucV46ljzt3VFnPfbdTy7pZwbl0zh/e8u59sXzx7x+58/cUy6+/uytK5eK89uKWdFZtKIMxwunJvE76/JZdPhBr78zMf0WF2vcP3Vfw+gNdx9SeaIHltMDHmpMewob+prWe9or+0vgdcOjuXQ5Q0dzEuJ5oeXjs3colPNs0QDjIvl0P/cdIRlv1nHIxtKuDQnmfe+tZx7rphHfOTYrj4Go7IV/H+/o7XmqYIyclPNI25gsWhaLA/fvJCS2jZue2IzbcOocL1/bSEN7d38+PK5flUZL/xLbloM+6ub6eodedTLWOPKhNGrwH3AR8A2p4vwkue2ltPVa3Mp7HowdyybwddWZPDc1gp+9sb+vgOswby5+yibDzfwrYtmYQ4f+x/WhOfkpJo5UN3SV0nwYVEdWSlmJg2jpNhbblgyhYVTJ/HH6/IwjZOlLrOSoggOGPvB12/tqea3bx/kvFkJvPet5dx7ZRaJUaG+HpbbONrC+/uZ3jd3V1Pf1j2is7zOVs23cN+VWaw9UMM3n9vpUoXr5sMNvLazSgJHxZByUs3UtXZR3WQErOcX1ZEUHdL3AdmfXLMwjZxUM3+7cWznFjlLjAolKTqEvWO8wmhLaQM/eHk3WSlm/nvnMv5wbR5psf6RvegOKeYwwoMD/D74emNxPUU1rdw8ys87585K4C835LGzvJHPP7XVpQrXoppWnviolOvPSBu0I6gQualmeqya/dX+/Xpyp8ChNtBaP+mNgYj+WW2apzeVsXh6LLMnj3452DdWZtDS2cM/PjxMVGgg37hw1oDbdnRb+cWb+8lMjub6M6aM+rHF+JabFkOvTbOvuplZSVF8fOQ4nzt3hq+H1a/zZiVw3qwEXw/DrYIDTcyeHDWmz/TWtnRx90t7yLaY+euNCwgagxlFQzGHBZEUHeL3Z3rXbCxjRnyEWyoEb1o6lZbOXn791gEiQwL5xeqsAc/eGoGje0k2h/LF8yRwVAzOUYWwq6KRydGhfFRcz/LZCX5ZHZCdaubVr5zj62G4XbbFPKb3O21dvXzruZ2kTgrj77cuIjJkyI9GY47JpEgfA8HXazaWMSk8yC3LwT6Rlcxvrs7l28/v5Kv/2s6Dn14waO7hz97YR1hwAN+6aPaoH1uMb877nbwRVsKNNa50SctQSr2glNqnlCpxXLwxOAHvH6qhvKFj1Gd5HZRS/OjSuVyzMJU/ry3k0Q0D/yof+aCEysYOCRwVLunrWFPeyKaSenptmmV+liMx3mXZO9a4Uj3ob7TW3P3Sblq7evnDtbnjcrLIISMxiiI/PtO7p7KJ7UcauWnpVLdV4P3f8pl8aflM/rX5iH25Wf9/o89vLWdvlQSOCtdkJkcTaFLsKG9iX3UzDW3dfrccbbzLspgprm0d1tIff/KLN/dTfryd312dOy4nixz8vUNndVMH7+w/xrVnpLmtAu/qhan89Ip5vLPvGN99YeA4jnUHalh/sJY7V2SMiyWIwrOSzaHER4ZMqE5prhyRPw48CPQC5wNrgKc9OShxwpqNZSRGhXDxvMluu0+TSfGrT+VwSfZkfvbGfp7dcuS0baoaO3jw/SIuzU5mqQSOChdMNhul6bsqmthQWEdIoIkFU/2nrfFEkG0x09zZS3nDyFvK+soL2yqMg7qLZ5ORNL7D9dMTIymsafXbib01G0sJCwrgUyNosjCY71w8m1vOnMrDH5Twt3VFp/28ubOH3759kDOmTeJyCRwVLggNCiAzOZpdFY1ssOcX+Vvg9XiXlWJGa9hXPfaWpa0/WMMzm45wxznTx324fkZiFEebO2n20452/9x0BJvW3LTEPSfIHW49axrfvmgWL26v5Cev7j1tv9vda+O+1/cxIyFi1NEfYmJQSpGXZp5QndJcmTAK01qvBZTWukxrfQ9wqWeHJcBoJ73+YC03LJ7i9rPtASbFn66bz3mzErjrxd28sav6pJ87Ake//8k5bn1cMb7lpMaws7yR/KI6Fk+PHTc5DWOFo2PNWFseUNnYwb2v7WPx9Fg+e/Z0Xw/H49ITI2nvtlJlz13xJ43t3byyo4pV8y2Yw9ybW6eU4p7L53HVfAu/+98hnvjw8Ek/dwSO/uTyeX65pEj4p5xUM7srmvjgUC2zk6LGVebZWJCdOjYbLjS19/C9/+wiIzFyQixD6svP88Nlad29Nv61uZwLZid6JDvqy+en84VzZ/BUQRm/ffvgST9bs7GUkro2fnTZXIIDx29ls3CvnNQYimtbafHTCVh3c+WV0aWUMgGFSqmvKKVWA/6XJjgOPV1QRqBJceMSz+QHBQeaeOimhSyaGsvXn93OuoM1gBH+9+rOKr5w7oxxFfonPC8vLYaSujaKalplWYAPzJocSVCAGlMTRjab5jvP78SmNb+/JnfchJAP5kTHGv9blvb81gp7kwX3nuV1MJkUv7k6h4vmJnHPa/t4YVsFAMW1rTz+YSnXLZLAUTE8uWkxtHT1srGknnNkv+N1SdGhJESFjKn9DsCPX91DfWs3f7g2b0Kc3HLsd4r8cFnaf/dUU9faxc0e2u8opfj+J+dw45IpPLC+mAfXFwNGbuKf3y3k/NkJnD870SOPLcan3LQYtB57J2hHypUJozuBcOBrwELgZuAWTw5KGIHTz20t5+KsySRFe+5sWVhwAI/etojZk6P44lPb2Fhczz2v2gNHl0vgqBienNQTH/TOSR9fodJjQUhgALOSothbNXZ2YGs2lvJRcT0/vGzuhJmgdiy587czvTZ7k4Uzpk0iMznaY48TGGDi/hvnc056PN99YSdv7anmZ6/vIywogG9fPP7P9Av3cuTnATJh5CNZKdFjqsLozd3VvLKjiq9ckN5XITXepcWGExxo8ssOnU9tLGNaXDjnZnjuuFEpxX1XZnFFbgq/fusATxWU8fv/HaSjx8oPL5vrsccV41OO/cTWzvKx8743GkNOGGmtt2itW7XWFVrrzwDXAOmeH9rE9urOSpo7e7llqWdm251Fhwbx5GcWkzopjJse28Teqma+/8k5hAeP3/A/4Rk5lhgA4iODmeOGrn5i+Bwda/w1H8dZcW0rv/zvAZbPTuD6M9J8PRyviY0IJi4i2O8CSN8vrKWsvn3ULY1dERIYwMM3LyQvLYYv/3M76w7WcudKCRwVw5eeGEl4cADBASaWTI/19XAmpGyLmaKaVjq6h25f7ms1LZ384KXdZFvMfPn8ifNxJsCkmJkQ6XeVrfuqmtladtytTRYGEmBS/P7aXFbMSeTHr+zh2a3lfObsacxMkIUzYngmRQQzNS6cXRWNvh6KVww4YaSUilZK3aWU+qtS6iJl+ApQBFzrvSFOPFpr1mwsY3ZSFIu9dPATFxnCM3csxRITxtIZsVyRm+KVxxXjizk8iJxUMxfOnTwhlhb5o3kWM43tPVQc9+/g616rjW8+t5Ow4AB+86mcCZdZYwRf+9eB+1Mby4iPDOETbmyyMJiIkEAev20xcyZHMTspSgJHxYgEmBRnzYxjWUa8nOjykSyLGdsYCL7WWnP3i7tp67byx+vGdzfO/mTYGy74k6cKSgkNMnHNQu+cNAoKMPG3Ty/grJlxJEWF8tUVGV55XDH+OHJbJ4LB9qxPAceBjcAdwN2AAlZrrXd4fmgT18dHGtlb1czPVmV59UPUZHMo737zPIAJ9+FNuM9zXzgTk/z9+Iwj+HpvVZNfL/F66P1idpY3cv8N80n04LJbf5WRFMmrO6rQWvvF++2R+nbWHazhq+enezX40xwexKtfOYceq00CR8WI/e3TC3w9hAnNkTu2p7KJhX7cHfX5rRW8u7+GH16aSXrixKuCzkiM5NWdVbR39/rF5GpTew8vba/kylwL5nD3NlkYTGhQAE/fvoSOHqtfPA9ibPruxbMJDx7/+Wcw+ITRDK11NoBS6lGgGpiitfa/ti7jzFMbS4kKCWT1fIvXH1sO2MVoTYTwSH82Z3IUgSYj+PoTWf7ZmnxvVRN/XlvIZTnJXD5BqxkzEqNo7uyltqXLLybMnt5UhkkpbnRzS2NXBJgUASZ53xAjFxIofz++lGwOJS4i2K9zjMob2rn39X0smSDdOPuTkWQsvSquafOL7Kbnt5XT2WPzWNj1YJRSMlkkRsWfT8q622CzA3194rTWVqBCJos8r661izd3H+VTC1OJCJE3MiHE8IQGBZCRFMXuSv9cGtDVa+Wbz+4kJjyY+67M8vVwfKavU5ofLA/o7DGaLFw0N4nJZt9PXgkhxhalFFn2/Dx/ZLNpvvPCTrTW/G6CdOPsj6Oqyh+WQ9tsmqcLylgwJUY6Ywrh5wabMMpVSjXbLy1AjuNrpZR/fhIZB57dUk631cZNXgi7FkKMT46ONf4YfP2Hdw5x8FgLv/lUDpMign09HJ9Jt5/p9YcA0ld3VtHY3uOTs7xCiPEh22KmsKaVzh7/C75+4qNSCkoa+NEE6sbZn6lx4QQFKL84UbGhqI7S+nbJrhNiDBhwwkhrHaC1jrZforTWgU5fD9lvVyn1D6VUjVJqj9N1sUqpd5RShfZ//Xehsw/0Wm08U1DG2elxpCdKYr8QYmSyU800tHVT3eRfRaFbSxt45IMSrj8jjfPnJPp6OD6VEBlCdGigzw/ctdY8tbGMjMRIzpwR59OxCCHGrixLNFabZr+fBV8X1bTy67cOcMGcRK6bQN04+xMUYGJaXIRfdOh8amMp8ZHBfDLbO00WhBAj58nAmieAT5xy3feBtVrrDGCt/Xtht/ZADVVNndy8dJqvhyKEGMMc5d3+tDygrauXbz2/E0tMGD+8bK6vh+NzSikykqJ8PmG0o7yR3ZVN3HLmVL8I3xZCjE19wddV/jNh1Gu18a3ndhAWHMCvrsqW9ziMHKMiHy9JK29oZ+2BGq4/Y4rkjwkxBnhswkhr/QHQcMrVVwJP2r9+Eljlqccfi57aWEaKOZSVmRP7zLsQYnQyJ0djUvhVAOkv/7ufIw3t/P6aXCIlnw0wcoyKfDxh9NTGMiJDAlm9INWn4xBCjG2WmDAmhQexp8J/9jsPrC9mZ0UTP1uV5RfNBfxBemIURxrafbp08JlNR1DAjUum+GwMQgjXebslVpLWutr+9VEgycuP77eKa1vJL6rjxiVTCAyQTmVCiJELCw4gIzHKbyaM3j9Uy9MFR7j97OkskWVPfdITI2lo66a+tcsnj1/f2sXru6q5aoFFJvGEEKPib8HXeyqb+MvaQi7PTeGynInZjbM/GYmR2DQcrmvzyeN39lh5dssRLpybREpMmE/GIIQYHp/NTGgjjXXARFal1OeVUluVUltra2u9ODLfeGpjGUEBiuvOkNl2IcToGQfuzT4Pvm5q7+G7L+wkPTGSb18826dj8TcZSY6ONb6pMnp2q9Fk4WZpsiCEcIMsi5lDx1ro6vVt8HVnj5VvPreD2Ihg7rtynk/H4m8yknzbofONXdUcb++RsGshxhBvTxgdU0olA9j/rRloQ631I1rrRVrrRQkJCV4boC+0dfXyn20VXJKdTEJUiK+HI4QYB7It0dS1dnGs2TfVKw4/eXUPda3d/OHaXEKDJKvAWYa9uYEvlqVZbZpnCo5w5oy4vokrIYQYjWyLmV6b5uBR32bk/PGdQxw61sqvP5VDTPjE7cbZn+nxEZgUFPmoQ+eagjJmJkRw1kypNhZirPD2hNGrwK32r28FXvHy4/ull7ZX0tLVyy3S0lgI4Sb+EHz9393VvLyjiq9ekE5OaozPxuGvks2hRAQH+GTC6L0DNVQ2dsh+RwjhNtl+sN/ZUtrAIxtKuGHxlAnfjbM/IYEBRqc0H+x3dlU0srO8kZuXSpMFIcYSj00YKaX+BWwEZiulKpRStwO/Ai5UShUCK+3fT2iOlsbzUqJZMGWSr4cjhBgn5qb4Nvi6tqWLu1/aTbbFzJfPT/fJGPydUor0pCgKfdCxZs3GUiZHh3LhXIkSFEK4R+qkMMxhQT7b77R19fKt53aSOimMH1ya6ZMxjAXpiZE+mTBas7GM8OAArlooTRaEGEs8lnKptb5hgB+t8NRjjkWbDzdw8FgLv/6UtPsUQrhPeHAgMxMifXLgrrXmrhd30dZt5Q/X5hIkQf4DykiM5IND3s3pK6ltZUNhHd+8cJY0WRBCuI0RfB3Nnspmnzz+z9/cT/nxdp79/JkS5D+IjKRI3jtQQ3evjeBA7+wDjrd189rOKq5emEp0aJBXHlMI4R5ypOhjawrKMIcFcUWuxddDEUKMM77qWPP8tgre3V/Ddy+eLfk4Q8hIjKSmpYum9h6vPebTBUcIClBcvzjNa48phJgYsixmDh5tobvX5tXHXX+whn9uOsId50xn8fRYrz72WJORGEWvTVNW771Oac9tLaer1yZh10KMQTJh5EM1zZ28veco1yxMJSxYwmCFEO6VZTFT09JFTXOn1x6z4ng79762j8XTY/ns2dO99rhjVboj+LrWO8vS2rt7eX5bOZ/ISiYxKtQrjymEmDiyUsx0W20c8mKoclN7D9/7zy4yEiP51kXSjXMojv2Ot5alWW2apzeVsXh6LLMny0kkIcYamTDyoX9uPkKvTXOTtDQWQniAI4B0T5V3qoxsNs13nt+F1prfX5OLySTLbIeSkWgcPBce886B+ys7qmjplCYLQgjP6NvveLG69cev7qG+tZs/XJsn3ThdMDMhEqW8t995/1AN5Q3SZEGIsUomjHykx2rjn5uOcN6sBKbFR/h6OEKIcWhuSjRKwe4K7+RJPLmxlI0l9fzosrmkxYZ75THHOsukMEKDTF4506u1Zs3GMuZMjmLRVGmyIIRwv6lx4USFBnptOfSbu6t5ZUcVX70gg+xUs1cec6wLCw4gdVKY1xourNlYRmJUCBfPm+yVxxNCuJdMGPnI//Yeo6alS2bbhRAeExkSyPT4CK8cuBfVtPKr/x7ggjmJXHeGZOO4KsCkmJngnY41W8uOs7+6mVvOnCZNFoQQHqGUIivF7JUKo5qWTn7w0m5yUs186fyZHn+88SQjMYoiL+x3SuvaWH+wlhsWT5EGGEKMUfLK9ZE1G0tJnRTG8tmJvh6KEGIcy7aY2evhJWm9Vhvfen4nYcEB/Ooq6fg4XBmJkRR74cB9zcYyokIDWTU/xeOPJYSYuLIs0ew/2kKP1XPB11pr7vrPbunGOUIZiZGU1LXR68HfEcDTBWUEmhQ3Lpni0ccRQniOvLv6wMGjLWw63MBNS6cSIBkfQggPyraYqW7qpK61y2OP8eD6YnaWN3LflVkkRkuQ8nBlJEVR2dhBa1evxx6jpqWTt/ZUc/XCVMKDpd20EMJzsixmunttHs3IeX5rBWsPGN040xMlSHm40hMj6e61UX68w2OP0dFt5bmt5Vw8bzJJcmwgxJglE0Y+8FRBKcGBJq5dJMs2hBCeNS/FyHTw1LK03RVN/HltIZflJHN5rlSujISjY40nq4z+vbmcHqvmZmmyIITwME8HX5c3tHPv6/tYIt04RywjydFwwXM5Rq/urKS5s5ebJX5DiDFNJoy8rLmzhxc/ruTynBRiI4J9PRwhxDg3zxINwF43H7jbbJonPyrl2oc3EhcZzH1XZrn1/ieSDA+3OO61N1lYlhHPjIRIjzyGEEI4TIuLIDLE/cHXWmte2VHJ5X/NRwG/k26cI5bu4f2Oo8nCrKRIlkyP9chjCCG8Q+rSvezFbRW0d1sl7FoI4RXRoUFuD74uq2/juy/sYtPhBs6dlcCvrspmkkyAj9iU2HCCA0we61jzzr5jHG3u5N4r53nk/oUQwpnJpJibEs0eN+bn1TR38oOX9/DOvmMsmBLDb67OlW6coxAZEkiKOdRjwdcfH2lkb1Uz963KklxDIcY4mTDyIq01TxWUkZtqJjctxtfDEUJMEFkWMx+XHR/1/dhsmic3lvKbtw4SaFL85lM5XLMoVQ4GRykwwMT0+AiKPJT3sWZjGZaYMFZkJnnk/oUQ4lTZFjPPbCqj12ojcBSB1FprXt5RyT2v7qOzx8oPL83kM2dPlwxQN5iZGOmxExVPbSwlMiSQ1fMtHrl/IYT3yJI0L/qouJ7i2jZuPnOar4cihJhAslKiqWzsoKGte8T3UVrXxvWPFPDT1/axZEYs//vmuVx7RppMFrlJelKkR5YGFB5rYWNJPTcumSIfsIQQXpNliaazx0ZR7cjf1441d/K5NVv5xrM7SU+M5L93LuOOZTPkvcxNMhKjKKppxWbTbr3futYu3tx9lE8tsBAZIrUJQox18ir2ojUbS5kUHsRlOcm+HooQYgJxDiA9d1bCsG5rs2me+KiU37x9gKAAE7+9OoerF0pVkbtlJEby5u5qOrqthAUHuO1+nyooIzjAxPVnSJMFIYT3nNjvNDNncvSwbqu15sWPK/npa3vp6rVJVZGHZCRF0tljo7Kxw63L+57dUk631SYnyIUYJ2TCyEuqGjt4Z98xPn/uTEKD3PdhQAghhjLPcqJT2nAmjA7XtfHdF3aypfQ4F8xJ5Bers5lslta4npCRGIXWUFzbSpb99zUcHd1Wyo+3c6S+nSMNxqW8oZ38ojouy0kmLjLEA6MWQoj+TY+PJDw4gD2VTVy9MNXl2x1t6uTul3bz3oEazpg2id9cncv0+AgPjnTiOtFwoWVEE0adPVYqjndQ3nBiv3OkoZ2C4nrOTo/rC9YWQoxtMmHkJR09Vi6Yk8inl0zx9VCEEBOMOSyIqXHhLrc4tto0j394mN++fZCQQBO/vyaXqxZYpKrIgzKSjAPrgSaMbDZNTUvXSQflzgfptS1dJ20fERzAlLgIVmYm8c2LZnnl/yCEEA4BJsW8lGiXGy5orXlhWwX3vr6PHquNH182l9vOmiZd0DzIMaFTVNPKBXNOz7jTWlPb2nViX1PfcdK+52hz50nbhwUFMCU2nKUz4/j2RbO98n8QQnieTBh5ycz/b+++w9uszjaA30eS5SVbnnJs2Y7jWEmceGUnbEgYbRhhlhFWoXSXDr4W2tI9aWkLpaXQMBJG2SOMlhECxEmcHTs73vGMLe9tjfP9IcnYwUO2Jb2Sff+uyxee0mlBes/7nGfE67D+1qVKL4OIpqmsJD2KalrH/L3Sxk788JUi7K1swap5BvzuqmwkRDKryNvSYsOhVglsL2lCaJD6cwGhqpYe9FvtA7+vEkCiPhSpMWG4YK4BqbFhSIkJQ6rzIzosiAE+IlLUgiQ9XtxdBZtdjlpOVtfWg/teO4iPjzdiWVoMHrgmB2nMKvK6qDAt4iOCsbuiBbPjT33uMKKquQc9FtuQv0nUhyAlJgxnmeIGrjeua0+cTsvrDtEUxIAREdE0kGXU452DdWjt7kdUmPZzP7fZJZ7ML8ef3z+OkCA1/vqlXKzNY1aRr2g1KqTHhePFPVV4cU8VACAiWIPU2DDMSYjA6syEIQGhpKhQaDWcW0FE/ivbqMfT2ytQ1tgJU0LE534upcTLe6rx67ePwGqX+MVl83HLSmYV+dLchAh8cOQUPjhyCgAQpnVkCaXFhuMcU/yQwwhjVCjbahBNQwwYERFNA4MbkJ5lihvys5KGTvzfK4XYf7IVqzMT8Lsrs2BgVpHPPXT9QpQ2dmJmrGNzrg9llhARBa7s5M/6550eMKpt7cG9rx3EpycasXyWI6toZiyzinzt12uzUFTdOnAYERPOLCEiGooBIyKiaWBBkmNKzcGatoGAkc0usX5rGR784ATCtGo8dH0eLs9N4mZRIfOTIjE/aXzThIiI/FV6XDhCglQ4WNOGqxY5Gl9LKfHi7ir85p2jsNklfnXFAqxbPpNZRQqZFRfOpuJENCpFAkZCiEsAPARADWC9lPIPSqyDiGi6iA7XIjk6FIdqHQ1ISxo6cM/LRThQ1YqL5ifgN1dmwRDBrCIiIvIMjVqF+YmROFzTDgCoae3Bva8WYWuxGSvSY/DA1blIjfXcOHciIvI8nweMhBBqAP8AcCGAagC7hRCbpJRHfL0WIqLpJNuoR1F1Kx79uBR//fAEwrVqPHzDQlyWk8isIiIi8rhsox6v7K3Gczsr8ft3j8EuJX69Ngs3LUtlVhERUQBQomPmMgAlUsoyKWU/gBcAXKHAOoiIppUsox5VzT344/+O4YK5Brz/vXNZgkZERF6TZdSjq9+Gn7x+CNlGPd777jm4eQVL0IiIAoUSJWlGAFWDvq4GsPz0XxJC3AXgLgBITU31zcqIiKawi+Yn4H+H6nHXOem4lFlFRETkZWeb4pGbEoVrFyfjRmYVEREFHCGl9O0TCnENgEuklHc6v74ZwHIp5bdG+pslS5bIPXv2+GqJRERERERERERTnhBir5RyyXA/U6IkrQZAyqCvk53fIyIiIiIiIiIiP6BEwGg3AJMQYpYQQgvgegCbFFgHERERERERERENw+c9jKSUViHEtwC8B0AN4Ekp5WFfr4OIiIiIiIiIiIanRNNrSCnfBfCuEs9NRERERERERESjU6IkjYiIiIiIiIiI/JjPp6RNhBCiEUCl0uvwkDgAZqUXQRSA+Nohmhi+dogmhq8doonha4doYpR67cyUUsYP94OACBhNJUKIPSONrCOikfG1QzQxfO0QTQxfO0QTw9cO0cT442uHJWlERERERERERDQEA0ZERERERERERDQEA0a+97jSCyAKUHztEE0MXztEE8PXDtHE8LVDNDF+99phDyMiIiIiIiIiIhqCGUZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDQEA0ZERERERERERDSExpsPLoSoANABwAbAKqVcIoSIAfAigDQAFQCuk1K2jPY4cXFxMi0tzZtLJSIiIiIiIiKaVvbu3WuWUsYP9zOvBoyczpdSmgd9fS+AzVLKPwgh7nV+/aPRHiAtLQ179uzx5hqJiIiIiIiIiKYVIUTlSD9ToiTtCgAbnJ9vALBWgTUQEREREREREdEIvB0wkgDeF0LsFULc5fxegpSyzvl5PYAEL6+BiIiIiIiIiIjGwdslaWdJKWuEEAYAHwghjg3+oZRSCiHkcH/oDDDdBQCpqaleXiYREREREREREbl4NcNISlnj/GcDgNcBLANwSgiRCADOfzaM8LePSymXSCmXxMcP23+JiGhK++DIKTR19im9DCIimia2lZhR3dKt9DKIiMhPeC1gJIQIF0JEuD4HcBGAQwA2AbjV+Wu3AnjTW2sgIgpUta09+MrGPVifX670UoiIaBro6bfh9qd2468fFCu9FCIi8hPeLElLAPC6EML1PM9LKf8nhNgN4CUhxB0AKgFc58U1EBEFpIKyJgBAYVWrsgshIqJpYd/JFvTb7CisblV6KURE5Ce8lmEkpSyTUuY6PxZIKX/r/H6TlHKVlNIkpVwtpWz21hpIeVabHb/YdBiljZ1KL4UooOwodQSMDla3wW4fttUbEQ1DSok/vXcM+062KL0UooDiuu6UNnaio9ei8GqIAstjn5Ti4+PDdlohCmjenpJG09y+k614ensFNh2oVXopRAGloLwJWrUKHX1WlJm7lF4OUcA42dyNf2wpxct7qpReClFAKShzXHekBA7WtCm9HKKA0dFrwQPvHcfGHZVKL4XI4xgwIq/KL24EAJQ0MMOIyF3VLd2oau7B1YuNAFiWRjQeW4vNAIDiU7zuELmru9+KwupWXLXIdd1hwIjIXQVlzbDZJYobOpReCpHHMWBEXrW1xLlx5xsokdt2ljkqdW9aPhNhWjWK2E+CyG35roBRQyekZDknkTv2VbbCYpP4QnYiUmPCeN0hGgfXAXl1Sw+6+60Kr4bIsxgwIq9p67GgsKoVwRoVys1dsNjsSi+JKCDsKGtCVFgQ5idGItuox4FqnvQSucNml9heakawRoW2HgsaO/uUXhJRQNhRZoZaJbBkZjRyU6KY2Uo0DltLHNcdKYGyRrYRoKmFASPymh2lTbBL4MqFRlhsEpVN3UoviSggFJQ1YfmsGKhUArkpUTha245+KwOuRGMpqm5Fe68VVy50lNWUsCyNyC0FZc3ISdYjPFiD3GQ9att60dDRq/SyiPxebWsPyhq7Bq47rKqgqYYBI/KabSVmhGnVuHZJCgCghG+gRGOqau5GdUsPVqTHAgByk6PQb7PjWH27wisj8n/bnGXQt56RBsBRlkZEo+vut6KwqvWz605KFACgiH2MiMaU77zurFsxExqVYP88mnIYMCKvyS8xY0V6LDITIwCw8TWRO3aWO/oXrZzt2LjnJOsBAIUsSyMa09ZiMxYkRWLejAhEhmh43SFyw97KFljtciBgtCApEmqVYB8jIjfkF5sRHxGMBUmRSIsL53WHphwGjMgrqlu6UW7uwpkZcQjTamCMCuVJL5EbCsqaEB0WhDkGR6A1OToUseFa9pMgGkNXnxX7TrbgrIw4CCGQYdCxNIDIDTtKm6Bx9i8CgDCtBiaDjv3ziMZgt0tsKzF/dt2J1zFgRFMOA0bkFa4pNWeb4gAApgQdUzSJ3LCjtAnLZ8VCpRIAACEcfYx40ks0ul3lzbDYJM5yXXcMEdy4E7mhoKxpoH+RS57zusNJg0QjO1rfjqaufpyV8dn9TkVTF/qsNoVXRuQ5DBiRV2wtMSMhMhgmgw4AYDLoUNrYCZudGw+ikVQ1d6OmtQcr0mOGfD8nWY/ihk509nFUK9FIthabodWosDTN8foxJehg7uxHc1e/wisj8l9dfVYUVbcNlKO55CRHobXbgpPNHFhCNBLXAbnroCLDoINdAuVmTkqjqYMBI/I4u11ie4kZZzrTMwHHSW+f1Y7qFm48iEZSUNYEAFg5O27I93NToiAlcKiG5QFEI8kvacSytBiEBKkBODbuAPvnEY3m9P5FLrkp7J9HNJb8EjPmJOiQEBkCwHG/A4BVFTSlMGBEHnekrh0t3ZaBcjQAyEhwbNz5Bko0soKyZsSEawcy81xyk6MAgH2MiEbQ0N6LE6c6B055AcCU4Ny4s48R0Yh2lDn7F6VFD/n+nIQIBGtUvO4QjaDXYsOu8maclRE/8L30+HCoBCd00tTCgBF53FZneuaZGYMCRs4bYL6BEg1PSomCsiYsnxUz0L/IJSZci5SYUBTxpJdoWK6xxmcNuu4k6UMQrlXzoIJoFAVlTchNiUKYVjPk+0FqFbKMegaMiEawt7IFfVb7kAPykCA1UmPCUMKDCppCGDAij8svacTchAgYIkIGvhcZEoQZkSE86SUaQXVLj7N/UeywP89JjsIBbtyJhpVfbEZMuBbzEyMHvuealMaSNKLhfda/KGbYn+ck63Gotg1Wm93HKyPyf1uLzQhSCyybNfT1k2GI4EEFTSkMGJFH9Vps2F3RMqQswMWUwI070Uh2OPsXjRQwykuOQk1rD8ydfb5cFpHfk1Iiv8SMM2bHfi47L8MQwYMKohHsqWyBbZj+RS55KVHotdhxgje/RJ+TX9KIhanRQ6YLAo77nXJzFywMtNIUwYARedSu8mb0W+3DBoxcJ712Tkoj+pyCsibEhGsxJ0E37M9zkh0NSIuqW324KiL/d+JUJxo6+oaUBbhkGHQ41d6H9l6LAisj8m87SpsQpBZYPDN62J/nOPvn8bpDNFRzVz8O17bj7IxhDsgNOljtEpVNHPRDUwMDRuRR20rM0KpVWD7r8+nNGQYduvttqGvvVWBlRP5LSomC0iasSI8ZmCx4uiyjHioBFFaxjxHRYFuLGwEAZ5niP/czEyelEY2ooKwJucmf71/kkhYbhsgQDQoZMCIaYluJGVJixANyAOxjRFMGA0bkUVuLzVg0c/jNx2ejJvkGSjRYVXMPatt6RywLAIDwYA1Mhghu3IlOs63EjPS4cBijQj/3M5MzY6+EJTVEQ3T2WXGwpm3U644QArkpUTyoIDrNthIzIkI0A1l4g82O52RomloYMCKPMXf24Uhd+5ApNYPxpHd62FPRjNJG/jsej4Ix+he55KY4JtZI6T9lnRXmLux0rp/I1/qtduwsbx72lBcAkqPDEKxRsY/RFHe4tg2HahjUGI89Fc2j9i9yyU2OwvFTHejpt/loZWM71d6Lj483KL0MmqaklNha7Oibp1Z9Pis8PFgDY1QoJ0NPcVuONeDNAzXTotWK1wNGQgi1EGK/EOJt59ezhBA7hRAlQogXhRBab6+BfGOba6zxMGUBABAdrkWcTsuI+xTW0NGLdU/sxDWPbsdJ1m67raCsCbHh2oGg6khykqPQ0m1BdUuPj1Y2tl++dRhffno3+qz+czNB08e+ky3o7rfhzBEOKtQqgdnxOm7cp7DufitufXIXrv3XDgaNxmFH2ej9i1xykvWw2SWO1PnP/7d//eAEbn96N4dAkCIqmrpR09oz4v0O4Mhu5XVn6rLZJX7zzhH8c0up0kvxCV9kGN0N4Oigr/8I4K9SygwALQDu8MEayAfyi83QhwYh26gf8XcyDDqe9E5hj39SBotNwmaXuGPDbjaadYOUEgVlTViRHjti/yKXvJQoAMCBqlbvL8wNfVYbCsqa0dVvw86yZqWXQ9NQfrEZapXAytkjZ0mYEnQ8qJjCnis4CXNnP0K1aty5YQ9OsU+iWwrKmpGXEoVQrXrU3/vsuuMfASNXdoeUjhN+Il/Ld/bNG67htYvJoENpYyds0yD7ZDp6u6gWpY1duHu16XPTWacirwaMhBDJANYAWO/8WgC4AMArzl/ZAGCtN9dAviGlxLaSkdMzXUyGCBQ3dPpVSQ15RkNHL57dWYm1eUb86+bFKDd34dvP74fVD8eK7qloxu/fPeoXF/KTzd3O/kWfbxR/urkzIqDVqPxmYs2+ylb0WByZRZuPnlJ4NTQdbS0xIzdZj8iQoBF/x2TQoaa1B119Vh+ujHyhu9+Kf31SirNNcXjuzuVo77XgKxv3+FX5lMux+nb8YtNhv1hbR68Fh8boX+RiiAxBoj7Eb6475eYu1LQ6smw3H2XAiHxva7EZydGhmBkbNuLvmAwR6LfaUdXMbPupxmaXeGhzMebNiMAlC2YovRyf8HaG0d8A/BCA644xFkCrlNK1a6sGYBzuD4UQdwkh9ggh9jQ2Nnp5mTRZZeYu1Lb1jthHwsWUoENHrxUNHUwjnmoec2YXffuCDJwxOw6/XpuFT0404nfvHlN6aUPsP9mCW5/chcc+LcOOUuV777jbvwgAgtQqLEiK9JsGpNtKHNkdy2fF4MOjDQwEk0+1dVtwsLp11LIAAMhwDlxgb7Wp59mCSjR19eO7q03ITIzEQ9cvxMGaNtzzSqFfvR+VNXZi3fqdeHp7Bd49WKf0crCnssWt/kUuOcmO/nn+wNX+4MyMWGwtbmQ5NPmU1WbHjtImnG2KGzUrPMM5cIFlaVPPW4W1KGvswt2rpkd2EeDFgJEQ4lIADVLKvRP5eynl41LKJVLKJfHxo28GSXn5xc7+RaOkZwKfjZpkecDU0tDei2cLKnHlQiPS4sIBADcsS8WXz5yFJ7eV4/mdJxVeocOx+nbc9tRuxOqCERGiwev7a5ReEgrKmhGn0w68NsaSmxyFgzVtfpG55cruuHKhETWtPTjOCYjkQzvKzLBL4Gw3DioAXnemmu5+Kx77pAxnm+KweKYjQ/PC+Qm495J5eKeoDg9tLlZ4hQ41rT1Yt34npARmRIbgjQP+cN1x9C9alDp6/yKX3JQoVDR1o7W738srG9vWYjOMUaG446xZ6Op3lEUT+UpRTRs6+qwj9s1zGbjfYRuOKcVml3jYmV108TTJLgK8m2F0JoDLhRAVAF6AoxTtIQBRQgjXzPVkAMpfOWnSthabkRITipmx4aP+nsl50ss30KnlX5+UwWp3ZBcN9uMvzsN5c+PxszcPYXupWaHVOVSYu7Bu/S6EBKnw3J3L8cWsRPzvUJ2i5QGu/kXL3ehf5JKbokePxYYShbMlBmd3XDDPAIDlAeRbW4vNCNeqB3qsjGRmTBiC1ELx1wx51jM7XNlFc4Z8/65z0nHN4mT87cNivFVYq9DqHBo7+rBu/U509Fmx8Y5luHZJMraVmNGgcJ+lgtImLEyJHrN/kUuuc3R4UbWy2a2DszvOmB2H0CA1y6HJp/KLzRACOHP26AGjyJAgzIgM4WToKWZTYQ3KzF347jTpXeTitYCRlPI+KWWylDINwPUAPpJS3gRgC4BrnL92K4A3vbUG8g2LzY6CsiaclTF2JlicTouosCCmaE4hDe29eG5nJa5aaPxcwFCjVuHhGxZiVlw4vv7sPpSbuxRZY21rD25avxM2ux3P3rEcKTFhWLvQiK5+Gz5QcLNZ2dSNurZet8sCAMekNAAoUrgsbXvpZ9kdhsgQ5Cbr8SE37uRD+SVmrEiPRZB69K2MRq3CrLhwZhhNIV19Vjz2aRnOmRP/uSlfQgj89sosLE2Lxj0vFypWStXWbcHNT+xEfVsvnr59KRYk6XFFnhF2CWxSMJDV0WvBwZo2t/rmuWQnO4aZKN3HqLDakd1xlikOIUFqnGWKw2aWQ5MP5RebkZWkR3T42EO+TQk6BoymEKvNjr9vLsG8GRG4aP70yS4CfDMl7XQ/AvB9IUQJHD2NnlBgDeRBhVWt6OyzjlkWADg2chnxfAOdSh79pNSZXWQa9ueRIUF44talUAngjg270dbt28lp5s4+rHtiJ9p7LNj45eUwJTiy3JbPikGiPgRvKliW5upftHIcG/dZseGICNHggMIb960lZuiCNQPZHasyE3CgqhWN06Q/mdVmVzxLYDqrau5GZVP3mH3zXEyGCJQws3XKeKagEs3O3kXDCdao8a91ixEfEYyvbNyDurYen66vq8+K257ehbLGLvz7liUDJXMZBh1ykvWKlqXtqWiBXbrXN88lMiQI6fHhik9KOz27Y3WmATWtPThWPz1e21JK1LfxuqOUzj4r9p1scfu6M9t5v2P3gwErNHmbCmud2UVzplV2EeCjgJGU8mMp5aXOz8uklMuklBlSymullNPj7mIKyy9xXMDPGGWs8WCMuE8dp9p78dzOk7h6kRGpo0yLSI0Nw7/WLUZVcze++fw+WHzUf6etx4JbntiF2tYePHHb0oFTUgBQqQQuz0vCJyca0dSpzNtQQVkT4nTBmB3vXv8iwLHunGS94ie9+cVmrEiPGcjuWJVpmFZjjn/8+kGs+ssn6Lcq30tqOtrq7JvnzkEF4LhRP9ncjV4LG+QGuq4+Kx7/tAznzokftQdPrC4YT9y6FN39Nnxl4x509/tmSl6vxfF8RdVtePiGhZ+7ubwiz4hDNe0oVqjnW0FZE7RqFRbNdK9/kUtechQKq1sVzebJL2kckt1x/kA59PTIbv3LBydw9gMfTZuDGX+zs6wJVrvE2WP0L3IxJejQ3W9DrY8D1uR5Vpsdf/+oBJmJkbhofoLSy/E5JTKMaIrJLzYjx6hHVNjY6ZmAY2JNc1e/Yjfp5DmPflwKu13iW+cPf8o72PL0WPz2ymzkl5jx67ePeH1t3f1W3PH0bhQ3dOBf6xZj2azPZ/FcudAIq13iHQWm1jj6FzVjRXqM2/2LXHKTo3CsrkOxm9+TTd042dw9pMn9/MRIJOlDpkVZ2vZSM17aU42OXitOsNG3IvJLGjEjMsTtYKspQQe7BMoalSmLJc/ZuGP07KLB5s6IwN9vWIgjte34wUuFXj/pt9js+Nbz+7G9tAkPXJ2DS7I+X7ZwWW4iVAKKZRntKGtCXmoUQoLc61/kkpOsR2NHH+oVyqzs7LNi/8nWIQE4Q0QIclOi8ME06J93vL4Dj35cCotNKn5gNF1tLTYjJMj9YOtnfVt5SB7oNhXWonwa9i5yYcCIJqWj14L9Va1jTgsYzGTgqMmpoL6tF8/vOomrFyWPml002HVLUvDVc9KxcUclNu6o8Nra+qw2fPWZvdh3sgV/+9JCnDfXMOzvzZsRiXkzIhSZllbZ1I369vH1L3LJTYmC1S5xpK7dCysbW75zrPHgjbsQAhdkGrC12Dylszh6LTb85PVDiHWecB+sUbZEYzqy2SW2lzbhrDHGGg/GgQtTQ2efFY9/Worz5sZjoZsTvs6fZ8BP1szHfw/V4y8fnPDa2ux2if97uRAfHj2FX12xAFcvTh729wwRITjLFI839tf6vFSlvdeCQzVtE77uAFCsJ5Qru+P0abyr5xlQWNWKho6pW6plt0v8+PWDiAjRQAhed5SyrcSMpWkxbgdbXfc7JeyfF9CsNjse3lyM+dM0uwhwM2AkhJgphFjt/DxUCBHh3WVRoCgoa4bNLt2u5wUGjThmwCig/esTZ3bRaZPRxvLDS+ZhdaYBv3zrCLYWN3p8XVabHXf/5wC2Fpvxh6tysCYncdTfv3KhEftPtqKyybeZBzuc/YsmtHF3Nr5WauM+UnbHqswE9FhsA//bpqJ/flyKcnMX/vKlPESGaHCIG3efO1zbhtZui9vlaACQFhcGtUqwHDrAbdxRgZZuy+cmo43ly2em4YZlKXhkSwne8MIBgZQSP9t0CG8cqMX/XTwXt6xMG/X3r1yYhJrWHuw92eLxtYxmT0Wzs3+R+33zXDITI6FRCRQqNClta7EZwRrV55qcr8p03MBN5XLo/+w+ib2VLfjpmvlIjwvHoRplDoums/q2XhQ3dI7ruhMdrkWcTsuDigD35oFaVDR147urTeOuCJgqxgwYCSG+AuAVAI85v5UM4A0vrokCSH5xI0KD1J+7gI9mRmQIdMEalLCUI2C5souuWZyMlBj3sotc1CqBv12/ECaDDt94bp9Hb+DsdokfvXoQ/ztcj/svnY/rlqaM+TeX5yVBCOCN/b6dWlNQ1oT4iGDMjg8f+5dPM0MfgoTIYEVGHNvsEttKhs/uWJkeizDt1B1zXNLQgUc/LsEVeUk4d048sox6BowU4OpfdMYYY40HC9aoMTM2jJPSAlins3fR+XPjB5rtu0sIgV9enoUV6TH44atF2Fvp2UDNA+8dx7MFJ/HVc9PxjfNmj/n7F82fgdAgtc+zWwvKmh39i9zMzhosJEiNzMRIBQ8qzFg26/PZHZmJEc5y6KkZMGpo78Uf/nsMZ8yOxVWLjMjmdUcRA5nVbkyEHizDoOMBeQBz9C4qxoKkSFw4TbOLAPcyjL4J4EwA7QAgpSwGMHx9B007rgt4sMb9WnghBN9AA9yjH5fAbpf45vnjyy5y0QVrsP7WJQjWqHDnht1o7e6f9JqklPjV20fw6r5qfHe1CXecNcutv0vUh2LFrFi8caDGZ808Hf2LmrAiPXbCpxU5yVGKbNwP1bShrWf47I6QIDXOyojDR1NwzLHdLvHj1w4hTKvB/ZfOBwBkGfU4Wt/hsybu5JBfbMa8GRGIjwge19+ZDDqe9AawDdsr0Nptwd3jzC5y0WpUePSmxUjUh+Crz+xBdUu3R9b1z49L8OjHpbhpeSruvWSeW+/p4cEaXLQgAe8U1aHP6rsS3h2lE+tf5JKTrMfB6jafl9LVtfWgZITsDiEEVmUmIH+KlkP/6u0j6LPa8Zu1WRBCIMuoR317Lxtf+1h+cSPidFrMmzG+IhuTIQIlpzqn3J5ounhjILtozrTNLgLcCxj1SSkH7uaEEBoA/K+eUNfWg9LGrnGlZ7qYGDAKWHVtPfjPripcu2T82UWDJUeH4bGbF6O2tRdff3byk9P+8sEJPL29AnecNQt3rxq7GepgVy40otzc5bNU+4qmbpxq75tQWYBLXkoUysxdaOuxeHBlY3Odso2U3bE6MwG1bb2K9Vfylpf3VmFXRTPu+8I8xOkcgYosox79VjuzVnyop9+GvZUtE7ruZBh0qGzq5mS7ANTRa8G/t5bhgnmGcWcXDRYdrsUTty5Fn9WOOzfsQVff5CanPbOjAg/87ziuyEvCr6/IGtcNxdqFRrT1WPDxcc+XZg+nrceCw7VtWDmBMmiX3JQodPRZUWb2bQn3thJHmfNI2R2rMg2OcujSqVUOveV4A94uqsO3zs9AurMEPMvomPZ6qJZZRr4ipUR+SRPOzIgbd8NjU4IOHX1WNDDAF3AGZxetzpzeuTLuBIw+EUL8GECoEOJCAC8DeMu7y6JA4CoLGE/DaxdTgg6NHX1o6/btzS5N3qMfl8IuJb5x3sSyiwZbPDMGf7g6GzvKmvCzNw9N+ATm8U9L8fePSvClJSn46ZrMcZ8CXJI9A1qNyiu9LYbj2tROpH+RS06yY9N40MdlaWNld5w/zwAhgM1TqDzA3NmH3717DMvSYnDdks/KHLNdG3eWB/jMropm9NvsOMs0vrIAwHHSa7VLn/cro8nbuKPSkV00zsOA4WQYdPjHjYtQ3NCJu184MOFsmdf3V+P+Nw9jdaYBf742d9w3kmdnxCE2XIs3fTQt7bP+RZMIGDn75/l6StdY2R0rnOXQU2lKZ3e/FT99/RAyDDp89dz0ge8vSIoEABxSqJfUdHT8VAfMnX0Tut/JcA364cFSwHl9fw0qmV0EwL2A0b0AGgEcBPBVAO8C+Kk3F0WBIb/YjDhd8LjTM4HP3kBLGlkeEEhqW3vwwq4qXLskZVLZRYNdtSgZ3zhvNv6zqwpPbasY99//Z9dJ/O7dY1iTk4jfXZU9oTf1yJAgrM404K3CWp+UFxWUNcEQEYz0uPH3L3LJMUYBAAp9uHF3J7sjPiIYeSlRU6qP0W/ePoLufit+d1XWkJvCmTFh0AVrOLHGh/KLG6FVq7AsbfzZeRmc0BmQOnotePzTMqyaZxiY1DVZ58yJx88unY8Pj57CA+8dH/ffv3e4Hve8XISV6bF45MZFCFKPf+iwRq3CZblJ+PBog08yRQvKmqDVqLAwNWrCj5Fh0CFMq/ZpObQru+OM2SNnd4QEqXGOKR4fHZs65dAPfViMmtYe/O7K7CFtHyJCgjArLpzXHR/Kdx6QTzSzFeCEzkBjsdnx949KkGVkdhHgRsBISmmXUv5bSnmtlPIa5+dT492YJsxul9hWYsZZGRPrwTIw4pgR94Dy6MelkJD45vljN/Ucj3sumouLFyTgN+8cwZbj7membCqsxY9fP4jz5sbjr9flQT3OE97B1uYZ0dTVP1By5S2e6F8EAPowx6bRlxv3neVNbmV3rM5MQGF1GxraA3/M8dbiRrxxoBZfP3c2MgxDg+MqlcCCpEhu3H1oa7EZS9KiEaodfw+W2fE6CMHrTqDZsL0CbT0W3L168tlFg92ycibWrUjFvz4pxSt7q93+u/xiM779/H5kG/X4961LJtwPCHCUpfVb7fjfoboJP4a7dpQ1YWHKxPsXAY6hFdlGvU8npR2rd2R3jDWNd1WmAXVtvThcG/jl0Idr27A+vxzXL03BslmfD45z4IJvbS02Y3Z8OBL1oeP+23hdMPShQTyoCDCv76/ByeZufHcVs4sA96aklQshyk7/8MXiyH8dq+9AU1f/hMoCAMAYFYqQIBXfQANIbWsPXtztyC5KjvZMdpGLSiXw1y/lYd6MSHz7+f044cYEvY+OncL3XzyApWkxePSmxdBqxn/CO9h5cw2ICgvyellaubkLDR19kyoLcMlN1vt0Ulp+sdmt7I5VztOYzQE+5rjXYsNPXj+EWXHh+MYIDd6zjXocrWuHlY2vva6xow/H6jsmVBYAAKFaNVKiw3jSG0Daey3499ZyrM40IMdZDuUpQgj8/LIFOCsjDve9VoTdFc1j/s3eyhZ8ZeMepMeH4+nbl0IXrJnUGnKT9ZgVF+71aWmO/kXtWDnbA9edlCgcqW33WS8wd7M7pko5tM0u8ePXDyE6LAj3fmHesL+TbYxEbVsvmjrZF8fb+qw27CxvwtkTvN8RQsBk0KGEBxUBw+LsXZRt1A/sZ6c7d+6wlgBY6vw4G8DDAJ715qLI/+WXOJo0njXBjbtKxUlpgeafH5c4s4sm37toOGFax+S0UK0ad2zYjeaukSen7Shtwtef3YfMxEg84fybydJqVFiTnYj3D5+adCPU0ewoc/UvmnjDa5ec5CjUt/filI8yefJL3MvumJsQAWNUaMCXpT28uRgnm7vx27VZI57KZyfr0We1o6SR72Xetq1k4mUBLiaDDiW87gSMDduc2UWrJjYZbSxBahX+ceMipESH4avP7EVV88iT047UtuP2p3YhITIYG+9Yhqgw7aSfXwiBtXlG7CxvRm1rz6QfbyS7y5shJ9m/yCU3OQr9NjuO1/sm8Lq1xL3sjjhdMBamRGHzscC+7jxbUInCqlbcf+n8Ef8b+6zxdeBnU/m7vZUt6LXYJ3y/Azj6tp5o6Jgy5ZJT3ev7alDV3IPvrjYxu8jJnZK0pkEfNVLKvwFY4/2lkT/bWmyGyaDDDH3IhB/DMWqSJ72BwJVddN2SFBijxp+S666kqFD8+5YlaGjvw9ee2TvsCeaBqlbcuWE3UmPCsOHLyxAREuSx51+70Igeiw3vH6n32GOerqCsGQmRwZg1if5FLq5+Hr4oS2vo6MWx+o4xywIAx03Q6kwD8ksCd8zx8foOPP5pGa5elIwzRtkoLkhSpvn4dLS12IyosKCB/88nIiNBh7LGLmaEBYD2XgvW55djdWYCspMn/u98LPqwIDxx21LY7BJ3bNiNjt7P9xMqa+zELU/uRHiwBs/euRyGiInvfU63dmESpHSUWHuLq3/RZCbMubgGLhzwQf+8PqsNu8aR3bEqMwFF1W0+O0TxtPq2XvzpveM42xSHy3OTRvw913sgy9K8L7/YDLVKYMUksvMyDBFo7bagaZSDUPIPFpsdf99SjJxkPS6Yx+wiF3dK0hYN+lgihPgagMnl4FJA67XYsKu8ecJlAS4ZBh1q23qH3ZyRf/nHlhIAGLEsx5PyUqLwp2tzsauiGT95/eCQE5nj9R247aldiNFp8eydyxETPvkT3sEWp0YjOToUr+/3zsbdU/2LXBYkRUKjEj5pfL19YKyxe6/7VZkJ6LXYB7JCAondLvHj1w8iIkSDn6zJHPV30+PCEa5VT4m+Gf5MSkffvDNnx02qV5nJEIF+mx0nR8kkIf/wtDO76Lse7l00nFlx4Xj0pkUoa+zCd/6zH7ZBk9NqWnuwbv1OSAk8c8dyj5dkz4wNx8LUKK+WQ+8oa8Ki1Mn1L3JJjg5FbLgWRT44qBhvdsfqzAQAgVuW9otNh2Gx2fGbtVmj7hH0oUGYGRvGgJEPbCsxY2FK1KTKT02clBYwXttXzeyiYbhTkvbgoI/fA1gM4DpvLor8297KFvRZ7ZMqCwA+ewMtbeSIY39W09qDl/ZU4UtLvZtdNNjluUn4zioTXt5bjX9vdbRMq2zqwrondiJYo8Jzd6xAQqTnTnhdVCpHeUB+cSMaOjx/Qllm7kKjh/oXAY7JMHNnRPikj9F4szuWp8cgXKvGhwG4cX9+10nsrWzBT9bMHzMo6Wh8rWfjay8rbexEfXuvWxluozFxUlpAaO+1YP3WMlw4P2Gg/MbbzsiIwy+vWIAtxxvx+3ePAnD0zVq3fic6+qzY8OVlAxOPPO3KhUYcq+/A0TrPB57bui04UteOlemTe+24CCGQk6z3yUGFK7tjuZsl3HMSdEiODsxy6A+OnML/Dtfj7tUmzIwdOwM5y8jrjre1dvejqKZt8tedBOdkaPbP82v9VsdktNxkPc6fy+yiwdwpSTt/0MeFUsqvSCnHP4OUpoytxWZoVALLJ3nTa0pwTUrjG6g/+8eWEggIfOM872cXDfbdVSasyU7E7/97DM/trMRN63fCarPj2TuWIzXWsye8g61dmAS7BN4q9PzUmoKB/kWeCRgBjj5GhVWtsNu9VxvvGGvcOK7sjmCNGufMicdHx04FVN1+Q3sv/vi/Y1iZHourFxnd+psFxkgcqW0fkpVAnrXV2fh2Mn0kAGC2wbVxZ8DInz2VX4H2XivuXuX97KLBblo+E7edkYb1+eX496dluPmJnahv68VTty31auBqTXYiNCqBNw54PstoV4Wrf9Hk++a55KZEobihE51e7PcHOPrmLUyJcrv03FEOnYD8EjN6+gOnHLqzz4qfvXkIcxMi8JWz0936m6wkPapbetDCMiev2V7aBCkn1zcPAGZEhkAXrOF1x8+9tq8a1S09+O5qTkY73YgBIyHE90f78OUiyb9sKzFjUWr0pKeDpESHQqtR8Q3Uj1W3dONlZ3ZRko+yi1xUKoE/X5uLrCQ9fvL6IbR2W7Dxy8sHAo3ekmGIQJYx0ivlATtKmzAjMgRpHgx45aXo0d5rRUWT9zL1Sho6cap97LHGp1uVmYBT7X04VBM45Vq/fPsI+qx2/PbK0UsCBss26tFjsaGUja+9Jr/YjJmxYUiJmdxrRxesQZI+hNcdP9bWY8ET+WW4yIfZRYP9dE0mzpkTj9++exRljV147ObFWDLGZMjJitUF49w58Xhzf63Hg/8FZU0I1qgGet55Qm5yFKT0bg+dlq5+HJxAdseqTAP6rIFVDv2X90+grq0Xv7sqG0Fq9ya+Zg80vmaWkbdsLTYjIliD3ElOaBSCg378Xb/Vjke2lCA3JQrnzZ3YRLypbLR3pYgxPmgaaunqx6HayadnAoBGrUJ6XDjfQP3YP7aUQkDg6+fNVuT5Q7VqrL91CS5ZMANP3b7Uq41PB1ubZ8TBmjaP3lQ6+hc1Y0V6jEdPLlyjpr1ZljbR7I7z58ZDCODDACkP2HKsAe8U1eFb52cgPd790pOBjTvLA7zCYrOjoKxp0tlFLhkJEShmaYDfempbOdp7rfiOj7OLXDRqFR65cSEuzUnEP29ahHPm+ObmYe1CI+rbe1FQ3uTRx91R2oRFqdEe6V/k4mp87c2BCxPN7lg+Kxa6YE3ATEs7WN2Gp7eX46blqVg8M9rtv8syRgJAQB3IBJr8kkasmB0LjZtBvNGYGDDya68OZBexd9FwRnwFSCl/OdqHLxdJ/mNbqRlSYtINr10yOOLYbymZXTRYQmQI/nXzYiz18gnvYJfnJkElgDc9WB5Q2tgFc6fn+he5mAw6hAapccCLG/dtJRPL7ojVBWNRanRAbNy7+6346RuHMDs+HF89172SAJf0eMe/A/aT8I79J1vR1W+bdFmAi8l53fFmGSdNjCO7qFyx7CKXyJAgPHLjIqyen+Cz51ydmYBwrdqj2a2t3f04Wt/u8etOrC4YydGhXj2oyC+ZWHaHVqPCOXPisPlog9+/xq02O+57vQixumD88JJ54/rbqDAtUmJCeVDhJZVNXahq7vHcQYVBh8aOPrR2s4TQ3/Rb7XjkoxLkpUThPB8dEAQad6akhQghvimE+KcQ4knXh5t/t0sIUSiEOCyE+KXz+7OEEDuFECVCiBeFEJ4dc0RelV9sRkSIBrkeyvQwGSJQ1dIdULXm08U/tpRAJQS+cb4y2UVKMkSG4MyMOLy+v8Zj/Xe80b8IcJyGZxkjUeSlBqSTze5YlWnAoZp21Lf595jjv31YjJrWHvz+qhwEa8Z3Eq9WCcxPiuTG3UvyS8xQCWDlbM8FjHotdtS09njk8chznswvR0evFXf7YDKavwnVqnFJViL+e7AevRbP7Il2lTv6F62cxEjwkeSmRHn1oGIy2R2r5iWgoaPP78u1nt5egUM17fj5ZfOhD3WvT9NgWRy44DX5zpJGT1RUAIMbX/OQ3N+8srcaNa3MLhqNO+/CzwCYAeBiAJ8ASAbgTi53H4ALpJS5APIAXCKEWAHgjwD+KqXMANAC4I4JrJsUIKXE1mIzVqZ7Jj0TcLyBSgn2/vAzVc3deHlPNa5floJEvXLZRUpam2dEdUsP9la2eOTxdpQ5+hfN9ELD7tzkKByubYfFZvf4Y082u2NgzLEfZxkdrm3DE/nluH5pCpbNmlgmW7ZRj8O17X5/oh2I8osbkZMcNaEbquG4Nu4sS/MvbT0WPLmtHBcvSHB7GuNUc+VCIzr6rPjomGemSxaUNTv7F3n+/8/cZD1qWntg7uzz+GNPNrvj/HkGqAT8ekpnTWsP/vLBCZw/Nx5rshMn9BhZRj1ONnejrdvi4dVRfrEZSfoQpMeNPbHOHSaDc9APA0Z+pd9qxz+2lGBhahTOZXbRiNy568+QUt4PoEtKuQHAGgDLx/oj6eB6VQQ5PySACwC84vz+BgBrx7toUkZlUzdqWns8VhYAfDbimBF3/zKQXeTjyWj+5OKsGQgJUnlkao2UEjvLmrBydqxXTi9yUqLQZ7XjeL3nb4Dzixsnld1hMuiQGhOGD4/4Z8DIZpf48WsHER0WhHu/ML6SgMGyjHp099tQZvZe8/HpqL3XgsLqNo9edzLiXRM6ed3xJ0+4sotWzVF6KYpZOTsWhohgvO6hsrSCsiYsnhk97qxJd+QO9M9r9fhjD/TNm+DrPiZci8Uzo7HZT/vnSSnx8zcPQUrgV1e4P2DhdK7+eYf9PJMq0NjsEttLm3CWKc5jezZjVChCglS87viZl/dWObOLOBltNO4EjFxh61YhRBYAPQCDOw8uhFALIQ4AaADwAYBSAK1SStcczmoA7s0tJsVtHUjP9FwEdmZsODQqwZNeP1LV3I1X9lbjhmUpmKEPUXo5itEFa3DR/Bl4u6gO/dbJZe6UNnbC3Nnv0bHGg+U5N+6F3ti4l5gnld0hhMCqTAO2lTahu9+7I5gn4tmCShRWt+H+S+cjKmziFdKfNSDlxt2TdpQ2wWaXHuubBwD6sCAYIoJ50utH2roteCq/HJcsmIH5SZFKL0cxapXA5blJ+Ph4w6THpXurf5FLllEPlQAKqzz/nueJ7I5VmQk4XNuOujb/Kz1973A9PjzagO9daJrU5EdXny+WpXnWwZo2tPVYPHq/o1K5JqXxfsdf9Fvt+MdHjuyiczx4KDUVuRMwelwIEQ3gfgCbAByBo6xsTFJKm5QyD44ytmUA3D6+FULcJYTYI4TY09jY6O6fkRflFzfCGBXq0ZHgWo0KaXHhjLj7kUc+KoFKJfD1aZxd5HLlQiNauy345MTk3oN2lDUD8Hz/IpeUmFBEhwWhyMMb97YeCwqrWifd9HF1ZgL6rXbkF/vXmOP6tl786b3jONsUh8tzkyb1WBnxOoQEqbhx97D8YjPCtGosSnV/epA7TAmcWONPnsgvQ0ff9OxddLq1C42w2CTeOVg3qcfZ6cX+RQAQHqyByRDh8YMKR3aHedLZHaszHWfbm/2sLK2914KfbzqMzMRIfPnMWZN6rJhwLYxRobzueFh+sWPPd6aHXzsmQwQrKvzIS3uqUNvWi+8xu2hMIwaMhBBHhBA/BbBFStkipfxESpkupTRIKR8bz5NIKVsBbAGwEkCUEELj/FEygGHzbqWUj0spl0gpl8THs6ZQaVab3ZGemeG59EwXEyel+Y2TTd14dV81blyWOq2zi1zOMsUhJlw76ak1BaVNSNSHIHUSJ4mjEUIgJznK4xv3grIm2OXkmz4uTYtBRLDG7zbuv9h0GBabHb9ZO/GSABeNWoXMRDa+9rT8EjOWz4qBVuOZvnkuGfE6lDZ0eqypPU1ca3c/ntpWgS9kzUBm4vTNLnJZkBQJk0E36SmdBWVNCAlSIcdDQ0qGk5uiR1F1m0dfRwdr2tDea510dsfseB1mxob5XVnag+8dR0NHH35/VbZH+oFmGSNxuLbdAysjl63FZsxPjESsLtijj5th0KGurRcdvew5pbQ+qw3/3FKCRalRHi15n6pGe6e6AUA4gPed086+J4RwuyubECJeCBHl/DwUwIUAjsIROLrG+Wu3AnhzIgsn3yqqaUNHr9Vj0wIGMxl0qGjqQp+Vk9KU9siWYmd20fSbjDacILUKl+Uk4oOjp9A+wQu8lBIFZU1Yme6d/kUuuSlROHGqw6NlX57K7tBqVDhnbjw2H/OfMccfHDmF/x2ux92rTZgZ65mmlllJbHztSdUt3Sg3d3m0LMAlIyECnX1W1Lf79/S+6eCJ/HJmFw0ihMDahUbsrmhBVXP3hB+noKzZa/2LXHKSo9Dc1Y/qFs+VfXkqu0MIgVXzEvyqHHr/yRZsLKjErSvTkJcS5ZHHzDbqUW7umvAehYbq7rdi38kWrwQRXH1bSxvZ61BpL+2pdmQXXcjsIneMGDCSUhZKKe+TUs4G8B0AqQB2CiG2CCG+4sZjJwLYIoQoArAbwAdSyrcB/AjA94UQJQBiATwx6f8V5HXbis0QAh7tI+GSkRABuwTK2SxWUY7sohrcuCwVCZHMLnJZu9CIfqsd/ztUP6G/L2noRFNXv9fK0Vxyk/WwS+BQjedOGj2Z3bE60wBzZx+K/CADp7PPip+9eQhzEyLwlbPTPfa42UY9OvusqGjie5knbHP2zfPmxp3l0MpyZRd9MXsG5s1gdpHLFXmOEtmJZhm1dPXjaF07Vszy7nXHFfTwZHarJ7M7Vmca0G+1DzTRVpLFZsd9rx1EQkQIfnCR5xq7L3A1vvbgtX8621neDItNeueAPME1cIF9jJTkyi5aPDN60i0Xpgu37gKklAVSyu8BuAVAFIBH3PibIinlQilljpQyS0r5K+f3y6SUy6SUGVLKa6WUnp/HSR63tcSMBUmRiAmfeFPYkWTEc+PuD/7+UTE0KoFvMLtoiLyUKKTFhk24LK2grAmA9/oXueR4eGKNp7M7zpvjGHPsD+UBf3n/BOraevG7q7IR5IGSABc2IPWsrcVmGCKCB4I7njQQMGI5tKLWby1HZ9/0now2nOToMCxLi8Hr+2smVO61s9zRN89b/Ytc5s6IgFajQmFVq0cer6vPs9kdS2fFICJE4xfXnSfzy3GsvgO/uHwBIkImNkRiOK5JaSyH9oz8YjO0GhWWpnl+SElKdCi0ahXbcCjspd1VqGPvonEZc6cshFgqhPiLEKISwC8APAZgct1BKaB09Vmx/2QLzsrwTi+p9PhwqAT4BqqgyqYuvLa/BjcuT4WB2UVDCCFwRZ4RO8qaJjRtpaCsGUn6EKTEhHphdZ+JjwiGMSoUBzy0cXc1qPbUxj06XIslM2PwocJ9jA5Wt+Hp7eW4aXkqFs/0fCNlrUbFfhIeYHeNNfZC3zwAiNUFIyZcixJOrFFMS1c/nt5egTXZiZg7I0Lp5fidtQuNKG3smtD7yWf9i6I8v7BBgtQqLEiKRGG1Z4IVuzyc3RGkVuHcOfH46FijoqXCVc3d+OuHJ3Dh/ARckjXDo48dpwtGoj4Eh2oZMPKE/GIzlqXFICTI86WcGrUK6fHhPKhQUJ/Vhn9sKcWSmdE4M8O7AfWpZLSm178TQpQC+CccjanPlFKeJ6X8l5SyyWcrJMXtLG9yXMC9lLYXEqRGakwYA0YKeuSjEmhUAl8/l9lFw1m70AgpgU0Hasf1d67+RStme7d/kYurAaknbC3xfHbHqkwDjta1o6ZVmTHHVpsd971ehFhdMH54idtDO90WpFYhc0YEDnro38F0dqSuHc1d/V4pC3DJMOiY2aqgJ/LL0dVvxXdWsXfRcNZkJ0KrVuH1CWS3FpQ1YclMzzeLH05uchQO1bTB5oGAzFYvZHeszkyAubPP40Mh3CWlxE/fOAS1EPjl5Qu88hxZRj0zWz2gob0Xx091eKX9hkuGQYdiHlQo5sXdVahvZ++i8RrtStIL4BIp5VIp5YNSympfLYr8y9ZiM4I1KixJ8+xp/GAZhgi+gSqkwuzILrpp+UxmF41gVlw48lKi8MY4A0bFPupf5JKTHIWTzd1o7uqf1OPY7RLbS8wez+5YlZkAAPhIofKAp7dX4FBNO35x2QLoQz1XEjBYllGPQ7WenRo0Hbl6jnizv4DJoEMxJ6UpoqWrH09tK8cXmV00In1YEM6fF49NhbWw2uxu/11zVz+O1XdgRbrnS2qGk5uiR3e/zSOHfttKPJ/dcd7ceKhVQrEpnW8X1eGTE434wUVzkRTlnUzjrCRH4+vOPv9o7h2o8r3YN8/FZIhAdUuP3zRin056LTb8c0splqZF4wwvl+tONaM1vf6VlLLYl4sh/5RfbMayWd5Jz3QxJehQbu6CZRybIvKMR7Y4sou+dp7nmv9ORVcuNOJoXTuO1btfHuDqX7TSRwGjXA/1MTpS146WbovHsztmx4cjLTYMHyiwca9p7cFfPjiB8+fG44vZni0JGCzbqEdHrxUnJzHdiBw3jnMTIrwaxDYZdGjrsaCxk60UfW19fhm6LTbczeyiUa3NM6Kxow/bS91P7N9V7pu+eS6usrfJ9jFyZXd4+roTFabF4pnR+FCBg4q2Hgt++dYRZBv1uPWMNK89T3ZyJKQEjrAcelLyS8yICddifqL3GvCbEnSQEijjpDSfe2mPM7uIvYvGzfu5qhTQTrX3orih0+td5E0GHSw2icom3mT5UoW5C6/vr8G6FTNhiGB20WjW5CRCrRJ4Y7/7WUYFZU0wRoUiOdq7/YtcspP1EAIorJpcarq3sjuEEFiVmYCC0iafnoRKKfHzNw9BSuBXV2R5daPAxteT12uxYVdFs1fL0YDPJtaUsCzNp5q7+vH0NkfvojkJzC4azfnzDIgI0eCNcUxLKyhrRmiQ2uv9i1xmxYYjIkQz6ZIvV3aHN/abqzMNOFbfgeoW3+4x//i/Y2ju6sPvr8qGWsXrjj+TUiK/2IwzZsdC5cV/V58NXGBVhS/1Wmz4x5YSLEuL8fowgKmIASMalavxrdc37gbnxp1voD714AcnEKQW+Oq5zC4aS5wuGOeY4vDmgRq3mmfa7RIFZc1Yke6b/kUAoAvWICNeN+kMo/ySRq9ld6zOTEC/zY784kaPP/ZIXt1Xgw+PNuB7F5qQEhPm1eeakxABrVrFjfsk7K5oRr/V7vWDigznxr2kkQEjX/rnlhJmF7kpJEiNNdmJeO9QvdslLAVlTViSFu2T/kUAoFIJ5CTrJx8wKvZedsdqVzn0Md9lt35yohHP7zyJ28+cNRDQ8RZDRAgMEcGclDYJxQ2daOjo82o5GgDMjA2HRiXYt9XHntlRiVPtffjuahOziybArauJECJHCHG5EOIq14e3F0b+Ib/EjNhwLTJneC89EwBmG8IBgA1IfWh3RTPeKqzFXefMZnaRm9YuNKKurXdgZPFoihs60dzV77M+Ei45yVEorG6dcF+WXosNuytavNb0cUlaNCJDND6blnbiVAd++sZBrEiPwR1neT8wqtWoMHdGBDfuk5BfbEaQWmC5l187hohgRIRoeN3xodLGTjy9vQJfWpIykOFFo1u70Iiufhs+ODJ2SVVTZ5+zf5FvT9Bzk6NwrK4DvRbbhP5eSon8Eu9ld6TH65AeF+6z605dWw++9+IBzE2IwD0XzfXJc2az8fWkDGRWm7wzEdpFq1EhLS6c1x0fauzow8Obi3H+3Hic4eWDqKlqzICREOJJAE8CuBrAZc6PS728LvIDAxfwjDivpmcCQJhWg+ToUI6a9BGbXeIXmw4jUR+CrzG7yG0XzZ+BcK0ab7pRHuDqX+TrjXteih7mzn7UtvVO6O93lTuyO7x1yhakVuG8uQZsOdbgkak6o+nut+Ibz+2DLliDh69f6NWSgMGyjHocqmlnM+UJ2lpsxqLUaIRpNV59HiGEs/E1M1t95TdvH0FokBo/8NFN9FSwLC0GSfoQvOHGtLRdzsMMJQ4qrHaJI3UT66Fz4pT3sztWZRp8Ug5ttdnxnf/sd5TA3LQIoVrv9f8cLMuoR2ljJ5spT1B+cSNmxYXD6KXG5IOZDDpmGPnQg+8fR4/Fhp9eOl/ppQQsdzKMVkgpl0gpb5VS3u78+LLXV0aKO36qA40dfTjbR9FY18Qa8r5X9lbhcG077v3CPK/flE0loVo1Ll4wA+8crBvzJNXVv8jbJVCnm2wD0m0l3s/uWJVpQFNXPw5MsknqaFyjjEsbO/HQ9Qt9OgEwyxiJth4Lqlt6fPacU0VTZx+O1LV7vSzAxWSI4MbdR7Yca8CW4434zioT4iOClV5OwFCpBC7PM+LTYjOaxmjQXlDW5NP+RS55KY7nm+h1Z6B/kRezO1b5qBz6wQ9OYHdFC353ZfZA2asvZBv1bHw9Qf1WO3aWN3u9DNrFZNChoqkLfdaJZeSR+w7VtOHFPVW47Yw0zI733etxqnEnYLRDCMGQ3DTkq/5FLhkGHUobO72edTDdtfda8Kf3jmPJzGhcnpuk9HICztqFRnT0WrFllF4IdrvEzvJmRRrrzUt09NCZaD8JX2R3nDfH4Bxz7L2pNS/vqcZr+2rwnQtMXiuvG0k2G5BO2DbnNChvlwW4mBJ0MHf2o7mr3yfPN131W+349TtHkB4X7tVpUVPVlQuNsNkl3i6qG/X3CsqasSQtGkFq37YonaF39NApqp7Ye15+cSPSvZzdsWRmNPShQV4tS9tyrAGPflyKG5alYO1Co9eeZzhsfD1x+0+2oLvf5rP7ndkGHewSKDdzUpo3SSnxy7cOIyZMi++sZs+8yXDnirIRjqDRcSFEkRDioBCiyNsLI+Xll5iRHh+OJB+kZwKOk95+q93nUyymm79vLkZTVz9+ftkCNn6bgDNmxyI+Ihivj1IecKKhw9m/yPcBo2CNGpmJERM66TX7KLtDHxaEpWnR2Oyljfux+nbc/+YhnDE7Ft9RoLHu3BkR0KgE+xhNQH5xIyJDNANBN28baHzNLCOv2rijAmWNXbj/0vk+a8Y8lcydEYHMxMhRrztNnX04fsr3/YtcclOiJnTdcWV3eDuwr1GrcN7ceHzkpXLo2tYefP+lA5g3IwI/v2yBxx9/LAmRwYjTBeNQDTOMxiu/xAy1SvjskM816Id9jLzrraI67K5owf9dPBeRIUFKLyeguXPVfgLAzQAuwWf9iy7z5qJIeX1WG3aWNfusHA0AMhKcoyb5Buo1pY2deGpbBa5bnILsZN/ckE01GrUKl+cm4ePjjWjtHj4rocCZJbF8lm/7SLjkpkThUE37uDfF23xQFuCyOjMBx091oKrZswHirj4rvvncPkSEBOFv1+f5rG/RYMEaNeYkRPCkd5w+G2sc57N/b67Gy+xj5D3mzj489GExzpsbj/PnGZReTsBam5eEA1WtI2Yl7BzoX6RMwCgvJQpl5i609VjG9Xf7fJjdsSozAc1d/ThQ1eLRx7XY7Pj2f/aj32rHP29ahJAg3/QtGkwIgWxjJA8qJmBrsRm5yXqfBRXS48OhEmAbDi/q6bfh9+8exYKkSFy7JEXp5QQ8dwJGjVLKTVLKcillpevD6ysjRe2rbEWPxebTUg7XSS/fQL3nt+8cRWiQGvdczIajk7E2z4h+mx3vHqwf9ucFZc1IjvZ9/yKXnOQodPZZUTbOceH5xWafZXesco459mRZmpQSP3n9IMrNXXj4hjxFp/9lG/U4VNPGxtfjUGbuQm1br8/KAgAgSR+CcK2aBxVeNNBwdA27G0zG5XlJEAIjDl0oKGtCmFaNHIUOg1zPe3CcZWn5xb7L7jh3Tjw0KuHxsrQ/v3cceytb8Purc5CuYJ+ULKMexQ0d6Olnbxx3tXVbUFTd6rP+RQAQEqRGakwYSnhQ4TX/+qQUdW29+PllCxQ5OJxq3AkY7RdCPC+EuEEIcZXrw+srI0XllzRCrRJY4cMeLJEhQZgRGcKTXi/ZcrwBHx1rYMNRD8gyRmJ2fPiwU2sc/YuasFKhU17AMSkNwLiaSkspsa3Ed9kds+LCkR7v2THHL+6uwhsHavHd1XNwxmxlR6dmJevR0m1BTSsbX7vL1TfPVw2vAcep/GxOrPGaQzVteGG3o+GoLxsAT0WJ+lCsTI/FG/trhg1EF5Q1YUlajM/7F7nkGKMAYNz98/JLfJfdoQ8NwtK0GI8eVGw+egqPfVqGm5anKt4XMsuoh11iwtPqpqMdZWbYpe/65rlkGCJ4UOEl1S3d+NcnpbgsNwnLFMr0n2rcuaqEAugDcBEcpWiusjSawvKLzchLifJ5zacpgRt3b7DY7Pj120cwiw1HPUIIgSsXGrGrovlzJVXHT3WgpduiWFkAAKTH6aAL1oyrAakS2R2rMxOws7wJHb3jK2EYztG6dvx802GcbYrDN8/P8MDqJicrKRIA2E9iHPJLzEiJCcXM2HCfPm8GA0ZeMbjh6LcV6CU2Fa1daERFU/fnDgPMnX04caoTK7w43XIs+rAgzIoLH1cfo4HsDh/erK/KNODEqU6PlEPXtPbg+y8VYn5iJO73g5Hdruzgw7UsS3NXfokZ4Vo1FqZG+fR5TQmOSWkWm92nzzsd/P6/xyAEcO8X5im9lCljzICRlPL2YT6+7IvFkTLaui0oqmnzaXqmi2vjbuekNI/asN3VcDSTDUc95Io8xwSUTYW1Q75fUObsX6Tgxl2lEsg26sd10qtEdseqeQZYbBKfnjBP6nE6nX2L9KFB+OuXlOlbdLrMxEio2fjabVabHQWlTTgrw7envICjAWl9ey/aPRC4pM+87Ww4es/Fc6EPZcNRT7gkawaCNarPZbfuLFO2f5FLbrJ+XAcVA9kdPtxvrnaWQ384ySyjfqsd33p+H2x2qVjfotMl6kMQG64dd1ngdJZfbMaK9FifZ+aZDDpYbBKVTRz040k7y5rwTlEdvnbubK9OXZxuxnx1CCGShRCvCyEanB+vCiGSfbE4Usb2UjOk9O2No4vJEIHufhtq21jG4Snmzj48tLkY586Jx/lz2XDUU1JiwrBkZjReP608oKCsCSkxoUiOVqZ/kUtOih5H69rRZ3Wvl8HWYt9ndyx2jjmeTHmAlBI/fu0gKpq68PANCxGn849yy5AgNUwGHRtfu6mwuhUdfVaFrjuclOZproaj8xMjcR0bjnpMZEgQVmcm4K2iuiGZCa7+Rb6aLjiSnOQo1Lf34lR7r1u/v7XY99kdaXHhmB0fPukpnQ/87xj2n2zFH6/OQVqcb7MiRyKEwAKjntcdN1U1d6OiqdunmdUurklp7GPkOTa7xC/fOoIkfQi+es5spZczpbgTTn0KwCYASc6Pt5zfoylqa4kZumANclOifP7cpgQ2vva0B98/gZ5+G+6/dD6EUD7zYipZu9CIkoZOHK51lB05+hc1K9q/yCUvOQoWm8TRurE3IxabHQVlTT7PKtSoVbhgngFbjk98zPHzu05iU2EtfnDRXMVP10/Hxtfu21pshhBQ5LXjuu6UsJ+Ex/zrk1LUtvXiF5ez4ainrV1oRHNX/0BWKOAIGC1VsH+Ri2vf6G5ZWn6JMtkdq+dPrhz6/cP1WJ9fjltWzsSanEQPr25yso2RKG7oRK+Fja/Hku+aDKtARcVsgyPIyD5GnvPi7iocqWvHj9dkIlSrfMbfVOLOO3S8lPIpKaXV+fE0AN/njJPPONIzldl4ZMRPnY379lIzahVueHu4tg0v7D6JW9lw1CvWZCciSC0GygOO1XegVeH+RS6ujXuRG2VphVWt6OyzKlIOtCrTgJZuC/adHP+Y40M1bfjlW0dwzpx4fP1c/ztNyjLq0dTVj3o3T9uns/xiM7KNekSHa33+3MnRYQjWqKbEwIW9lS3jno7oaTWtPfjXJ6W4NCeRDUe94Nw58YgKC8LrzuuOubMPxQ2dfnHdWZAUCY1KuFUOXdXcjUqFsjtWZyZMuBy6qrkb97xciCxjJH6yJtMLq5ucbKMeNrvEsfrAfz/ztvxiMxIigxXZH4dpNTBGhU6JA/Ijte04Uqtsv8a2Hgv+/P5xLEuLwZps/wriTgXuRASahBDrhBBq58c6AE1j/ZEQIkUIsUUIcUQIcVgIcbfz+zFCiA+EEMXOf0ZP9n8Eec7Jpm6cbO5WJNoOANHhWsTptAFfGlDV3I2b1u/ENY9uV2xKkpQSv9x0BNFhWnyHDUe9Ijpci/PmGvBmYS1sdjmof5HyG/dEfQjidMFuTUrLL3Fkd5zhw6mILucMjDkeX1laR68F33p+H2LCtPjrdblQ+WEWQ5ZxYmOmp5uOXgv2V/l2rPFgapXA7HhdwG/c23osWLd+J67853Ycq1du8/77d48CAO77ov/dTE8FWo0Kl+Yk4v0j9ejssw5cd5RseO0SEqTG3BkRbvUxcmV3KFGGuig1GtFh4y+H7rfa8a3/7IeUwD9uXIRgjf9lMSxIcl53WJY2KptdYlupGWdlxCuWfW9KCPzrjsVmx21P7cJVj27DrvJmxdbx8OZitHT342eXsZrCG9wJGH0ZwHUA6gHUAbgGwO1u/J0VwA+klPMBrADwTSHEfAD3AtgspTQB2Oz8mvzEQHqmj8dLDpZh0AX8Se+zOyuhEgIdfVasW78TjR19Pl/DOwfrsKuiGfdcxIaj3rQ2z4jGjj5sLzWjoKwJqTFhftFoTwiBvBT3GpAqmd0RGRKE5ekx4+onIaXEva8dRFVLD/5+40LE+knfotPNT4yESoCNr8ews6wZNrtUJNPAxZSgC/jSgFf3VqPHYoNKAOvW70KFucvna9hV3oy32XDU69bmGdFrseO9Q/UoKGtCuFY9EKBWWk5yFAqrWsccXpJfbMaMyBDMjvd9dodaJXD+3PGXQ//+v0dRWNWKB67J8fk0R3clR4ciKiwIh3hQMaojte1o7bYoErB0MRl0KG3snHBJvj9473A9Gjr6EBqkxpef3q3IAVlJQyc2bK/A9UtT/OZ9cKpxZ0papZTycillvJTSIKVcK6U86cbf1Ukp9zk/7wBwFIARwBUANjh/bQOAtRNePXlUU2cfXt9fjUR9CGbHK3chNBkiUNzQGbB9P3otNry0uwoXZibg6duXor6tFzc/sRNt3b6bwONoOHoM8xMj8aWlbDjqTasyDYgI1uD1fTV+07/IJSc5CqWNnaP2aVA6uwMAVs1LQElDJyqb3LvBfbagEu8U1eGei+ZiaZryp+ojCdWqkWHQ4ZDCqdr+rKPXghf3VCE0SI3FM5VLODYZdKhp7UFXn1WxNUyG3S7xbEElFqZG4aWvroTNbsdN63f6tCzaZpf4xabDSNKH4Gt+WCI6lSyeGY3k6FC8caAGBWXNWDpL+f5FLnkperT3WlExyvu5K7vjzIw4xbIBVmUmjKsc+n+H6vHUtgrcdkYavuDHJS9COKakHqplwGgkvRYbni2oBACcqeDex2SIQL/VjqrmwJ2UtnFHJZKjQ/H2d86GPjQItzy5E8WnfHfoL6XEr98+glCtGvdcNNdnzzvdjHh1EUL8XQjx8Egf43kSIUQagIUAdgJIkFLWOX9UDyBhhL+5SwixRwixp7GxcTxPR+PU2WfF3z48gXMe2IK9lS248+x0RdP5TAk6dPRa0aBAVo4nvF1Uh5ZuC25ZOROLZ8bg8VsWo6yxC7c9vctnNyOPf1qGmtYe/Pyy+Ww46mUhQWp8IXsG3jhQg7YeC1bM9p8ARm5KFKQcPTW9wA+yOz4bczx2ltGhmjb8+u2jOH9uPL56Trq3lzZpWZxYM6xeiw3rt5bhnAe24IMjp3DbmWmKlne4eliUKtz/Z6K2lZpRZu7CLStnwpQQgY1fXo72HgvWPbET5k7fXEtf2uNoOHrfF9lw1NuEELhyoRHbSswo8ZP+RS45yVEAMGp26+HaNsWzO86ZE4cgtcCHR8YuSzvZ1I3/e6UQucl63PfFeT5Y3eRkGfU4carD7Smp04XVZscLu07ivD99jBf3VOHqRcmIj1AuQzkjwAf9HKtvx67yZqxbMRPGqFA8d+dyaNQqrHtip8+CYFuON+CTE424e5XJb7PNp4LRjiP2ANgLIATAIgDFzo88AG7XLQghdABeBfBdKeWQY1bpSCEZNo1ESvm4lHKJlHJJfDx7bHtDn9WGp7aV49wHtuBvHxbjnDnxeP975+KOs2Ypui7Xxj1QywM27qhAhkGHlc5+MGeb4vHwDQtRVN2Gr2zc4/XJFTWtPXj0kxKsyUn0i14608HahUa4MoqXz/Kf/89znKm5hVUjb9zzixsREqRSNLsjNTYMJoNuzI17e68F33huH2J1Wjx4XZ5f9i06XbZRj8aOPrfHTE91VpsdL+2pwgV//hi/eecosox6bPrWmfjRJcrehGUMjDgOzOvOhu2ViA3X4ovOzIfsZD2euG0palt7cMsTu9DW490M17YeC/783nEsTYvGpX42NWqquiLvs+uOPwWMTAYdQoPUo/bP2+qc8KZkdkdESBCWz4ods39en9WGbz6/DwLAI37at+h0WUl6WGwSx9n4GoAjC+W/B+tw0d8+xb2vHcQMfQj+85UVePC6XEXX5brfCdTrzsYdlQjWqPClJY5KhrS4cDx7x3L0WR0Zrt7e9/Rb7fj120eRHh+OW1amefW5prsRA0ZSyg1Syg0AcgCcJ6X8u5Ty7wBWwRE0GpMQIgiOYNFzUsrXnN8+JYRIdP48EYD7jSvII2x2iVf2VuOCP3+CX751BHNnROCNb56JR9ct9otJWibnxj0Q+xgdqGpFUXUbblk5c0iW1iVZM/DA1TnYXtqEbz2/Hxab3Wtr+MN/j0FK4L4v+P8p2FSxYlYsZkSGYGZsGJL8qG9HdLgWM2PDRp2UtrXEjGWzYhXfBK/KTMDuiuYRb2yllPjRK0Wobe3BIzcuRIwC/ZYmItsZtJvufYyklPjfoXpc8tBW/PCVIsRHBOO5O5fjmTuWD2QkKGlmbBiC1CIgT3qrW7rx0bFTuH5ZypDX8bJZMfjXusUobujAHU/vRne/9zJc/765GM3d/fj5ZQvYcNRHMgw6ZBv1jv5FSZFKL2eARq1CtlE/6nUnv9iMeTMiFM3uABwl5aWNXaP2+/rdO0dxsKYNf7o2FykxYT5c3cR9dt1hOfS2EjOu+Mc2fP25fVAJgcduXozXv3HGwKGukiJDgjAjMiQg73faey14Y38NLstNGtL/cu6MCGy4fRmaOvuwbv1ONHf1e20NG7ZXoNzchfsvnQ+txj9Kcqcqd/7fjQYw+Eqkc35vVMKxY3gCwFEp5V8G/WgTgFudn98K4E33lkqTJaXEB0dO4QsPfYp7Xi5ETLgWz96xHM9/ZQXynCO4/UGcTouosKCA3Lhv3FGBcK0aVy40fu5nVy9Oxq+uWIAPj57C/71cOGZDyInYVd6Mtwpr8dVzZyM5OjA2NlOBSiXw1y/l4fdXZiu9lM9xNSAdTm1rD8oau3C2gqe8LqszDbDaJT45MXwJ8obtFfjvoXr88JK5WDzTf8r+xpKZGAkhpvfEmu2lZqz953Z87dm9kFLiX+sW4Y1vnqlodsHpgtQqzIoLD8jM1ud2OtpK3rh85ud+dt5cAx66fiH2nWzBV5/Z65USlZKGTjy9vQJfWsKGo7722yuz8Ncv5UHjJ/2LXHKS9Thc2z7s4VhPvw17K1sULUdz+awcevgso3cP1mHDjkrccdYsXLxghi+XNikpMaGIDNFM6+tOUXUr1q3fiZvW70RTZz/+dE0O3vvuObh4wQy/CmqbEnQBmWH06t5qdPfbcMvKz193clOisP7WpTjZ3I1bn9w1ah/NiWrs6MPDm4txwTwDzp9r8Pjj01DuXGH+AGC/EOJpIcQGAPsA/M6NvzsTwM0ALhBCHHB+fNH5eBcKIYoBrHZ+TV62s6wJVz+6HV/ZuAdWm8Q/b1qETd86U9G+JSMRQsBk0KEkwDbuzV39eLuoDlctSkZEyPBTyW5ZmYb/u3gu3jhQi/vfPOTRxt42u8Qv3zqMRH0Ivnau//d2mWpWzo7FGX50A+ySm6xHbVsvGjo+nxr82VRE5de9MDUaMeHaYcccF1W34rfvHsWqeQbceVZg/bcdHqzB7HjdtMwwOljdhpuf2Ikb/70TDe29eOBqx4b9kqxEv9qwu5gMESgJsJPeXosNL+6uwurMhBGnkn0xOxF/uDoHW4vNuPs/B2D1cIbrb945gtAgNe65mA1HfS0nOQoX+WEgIzclCn1W+7AlUbsqmtFvsys6jdclJSYMcxJ0w07prGzqwo9eKUJuSpTiJbPjJYRAllE/La87pY2d+MZze3H5I9twpK4d9186H5t/cC6uXZLilz09MwyOgJE3DpG9RUqJZwoqkZsSNWKG8MrZsXh03SIcrWvHHRv2oKffs4cVf37vOHosNvx0TaZHH5eGpxnrF6SUTwkh/gtgufNbP5JS1rvxd/kARnplrnJ/iTQZh2vb8Kf3juPj442YERmCP1yVjWsWJ/vdadTpMgwR+O+hOkgp/fLGYjgv7q5Cv9WOm4eJtg/2jfNmo73Xgsc+KUNkaJDHNiIv76nC4dp2PHzDQoRpx3xp0zSR68weLKpqw+r5IUN+ll9sRpxOi3kzIhRY2VBqlcB5c+Ox+WgDrDb7wHtUW48F33x+HwwRIXjwutyA6Ft0umyjHttLzUovw2fKGjvx4Acn8E5RHaLCgvDTNZlYt2ImQoL8u/dHhkGH/x6qQ6/F5vdrdXn3YB2au/rH7N9w3ZIUdPZa8au3j+BHrx7En67J8chracuxBnx8vBE/XZOJODYcJadc501kYXXr57LO8osboVWrsMxPJlyuykzAvz8tQ1uPBfpQx2Ffr8WGbzy3DyqVwD9uXBiQ5S7ZRj2e2laBfqs9INc/XnVtPXjow2K8vLcaIRoV7l5lwp1nzxrxANdfmAwR6O63obatJ2AqA7aVNKGssQsPXjt6D6gL5iXgL1/Kw90v7MfXn9uLx29e4pH/Fg9Wt+GlvVW486xZSI9XvpXKdODuXaUaQKPz9+cIIeZIKT/13rJosirMXfjLByewqbAW+tAg3PeFebj1jLSA2QRnGHRo7bagqas/IDahNudI4xXpMZiTMPrNtxAC914yD529Vjz6cSkiQjT4xnkZk3r+9l4L/vTecSyZGY3L2HCUBlmQFAm1SqCouhWr5382lNJul9hWYsZZJuXGGp9udWYCXttXgz2VLViRHgspJX74SiHqWnvx0tdWIiosMPoWnW5BUiRe31+Dho5eGCJCxv6DAFXf1ouHNhfjpT1VCNao8J0LMnDnOemI9PMNu4spQQe7BMoauzDfj3rCjGbjjkqkx4fjzIyx+3F8+axZ6Oi14q8fnkBEiAY/v2z+pF77joajR5Aex4ajNFRKTCiiw4JQVNWGm5YP/dnWYjMWz4z2m0l6qzMNePTjUnxyohGX5yYBcGTNHa5tx/pblgTMTfzpsox69NvsOHGqY0qXirZ09ePRT0rx9PYKQAK3rJyJb56fERD3DsCgQT8NnQHz39rGHRWICddijRv3G5fnJqGz14ofv34Q33vpAB6+fuGkMr2kdFRTxIZr8e1Vpgk/Do3PmAEjIcQfAXwJwGEArjxmCYABIz/U0N6Lhz8qxgu7qhCkVuGb58/GXefMHjg1CRSmQZMDAuFNf8uxBtS09uAnbqZGCiHw6yuy0NlnxQP/O46IYA1unsSG29Vw9OnLlvnNzT/5hzCtBiaDDgdOG3F8tL4dTV39OMuPyujONjnGHG8+egor0mPx1LYKvHf4FH66JhOLUpWb4jZZrgakh2vaYZg39QJGbd0WPPpJKZ7aVg67lLh5hWPDrnRD2/EaPHAhEAJGB6vbcKCqdVyBn++sykBHrwXr88sREaLBDy6aeBnZhu0VKDN34anblk6LDAZynxDC0T/vtMbXjR19OFbfgf/zo/LFvJTPyqEvz03CW4W1eLbgJL5y9qwhhyyBZvDAhakYMOrut+LJ/HI89kkZOvutuGphMr672hQwjcldBu53TnUGRC+emtYefHj0FO46Z7bbSQg3Lk9FZ58Fv3v3GCKCNfj9VdkTvlfZVFiLPZUt+OPV2QFzGDUVuJNhtBbAXClln5fXQpPQ1mPBY5+U4slt5bDaJG5YlopvX5ABQ2Rg3pyYEj6LuPvTuNiRbCyoREJkMC4cx+ZCpRL487W56Oqz4f43D0MXosGVC5PH/dyljZ14alsFrlucguzkqbcpoMnLS4nC/w7XDynxzHeONT7bD/pIuESEBGFFeiw2H23Ampwk/P6/R3Hh/ATccdYspZc2KQucm/WDNW04f57/bwjd1d1vxVPbKvCvT0rR2WfFlXlGfO/COQG3YXdJiwuDWiUCpgHpxh0VCNOqcfVi968bQgj8ZE0mOvus+PtHJYgI0eCuc2aP+7ldDUfPmxs/pf6bJs/JTYnCIx8Vo7vfOlAmv63Edd3xn4MKtUrggnkGfHDkFEoaOnDfawexKDUKPwywvkWnS40JQ0Swo/H19UovxoP6rXa8sPskHt5cAnNnHy6cn4B7LpqLuX5QWj8R0eFaxOm0ATMp7fmdlZAAblqeOq6/u+uc2ejodVx3dMEa/GRN5riDRt39Vvzhv8eQZYzENYtTxvW3NDnuBIzKAAQBYMDID/VabHh6ewUe/bgUbT0WXJGXhO9fOAczY8OVXtqkzIgMgS5Yg5JT/v8GWm7uwqcnGvG91XMQNM7eUEFqFR65cSFuf2o37nm5CGFazbgncfzmbTYcpdHlJEfhhd1VONncPfDekF9iRoZBhxl6/woqr85MwM83HcadG3YjITIEf74mN+Cz5nTBGqTHhU+ZBqQWmx0v7q7CQ5uL0djRh1XzDLjn4rnITPT/rJzRBGvUmBkTFhCT0lq6+rGpsBZXL04e9ymrEAK/vTIbHX1Wx4lvSBBuWDa+zf+D7zsajt5/6fxx/R1NH7nJetilY7T7slmOfkX5JWZEhQVhQZJ/HW6tzjTglb3VuP7xAmjUAo/cuGjc+zl/o1IJLDBG4lBtu9JL8Qi7XWJTYS0e/OA4qpp7sGxWDB67eTEWzwzc7GOXDIMuICZD91lteGFXFVbNM0zoYOj7F85BR6/VmeEahLtXj6+k7F+flKGurRcP3zC5sjYaP3cCRt0ADgghNmNQ0EhK+R2vrYrcsrOsCd95YT9Otffh/LnxuOfiuX53EZ4oIUTAvIE+W1AJjUrghmUTi3aHBKnx71uXYN36nfj28/vx5G1L3Z5ateVYA7Ycb8RPvpgZcOUf5Du5KY73hcLqNsyMDUevxYZd5c3jvkn0hVWZBvx802G09Viw/tal0IdNjZTjLKMeeyqalV7GpB2ta8fXn92LiqZuLE2LxqM3LcISP2le6wkZBh1KGv3/uvPy3ir0We3DjjR2h1ol8Nfr8tDV5+gtER6sGejfMpaD1W14cU8V7jhzFmaz4SiNwDU9qai6FctmxUBKifxiM86cHed3N3tnm+KhVatg7uzHk7ctQdIIEwcDTbZRjw07KmGx2QM6AFbd0o2vbNyLo3XtmJ8Yiadvz8K5c+ID/jDJxWSIwBsHavx+0M9/D9ajqat/wi00hBD42aXz0dn3WS+9L7uZQV7d0o3HPinFZblJWDqF9hyBwp2A0SbnB/mR1u5+fPs/+xGmVePFu1ZgeQCUbY2XyaDDxycalV7GqHr6bXh5TxUuyZoxqfI/XbAGT9++FNc/XoCvbNyDZ+9cPuapSb/Vjl+/cwSz4sJx6xlpE35umvrmJEQgWKNCYVUrLs9Nwt7KFvRZ7X5VFuCSHB2GdStSkZcSjTznhLepINuox6bCWjR19iE2APqyDafXYsN3/rMfXf02PHnbEpw/1+DXm9uJMCXo8NGxBr+eLGS3SzxbcBLL0mIwb8bEs7q0GhUevWkxbn1qF77/4gHogtW4YN7oZdWuhqMxYWw4SqOLjwiGMSoUB6paATjK5+vbe3GmH/XNcwkP1uBr56YjIiRozNdAIMky6tFvtaP4VGdA9GUbjt0u8f2XClHV3I2Hrs/DZTlJATktdTSmBB06eq1o6OhDgh+3Etm4owJpsWE4exKvYZVK4A9XZaOrzzG1UxeswXVLxz5w//27xyAEcN8XArtUNFCNuRuSUm4Y7sMXi6OR/ezNw2ju6scjNy6aksEiwPEG2tjRh9bufqWXMqI3D9SgvdfqkQkxUWFabLxjGRIig3H7U7twZIw04o07KlDW2IX7L8302xsb8g9BahWyjHoUORuQbi02Q6MSfvve8Zu12bhmHH1ZAkHWoD5GgerB94+juKETf742FxfMS5hywSLAcdJrtUtUNnUpvZQRfXKiESebu3HzBLOLBgvVqvHErUswPykSX392H3aUNo36+28V1WFPZQvuuXhuwA3TIN/LTdGjyDlwYWux//UvGuz7F83FV85JV3oZHpU1qPF1oHpyWzl2lTfj55fNxxV5xikXLAIGTUrz43LoQzVt2HeyFetWzJz0vwONWoW/XZ+Hs01xuPe1IrxTVDfq7xeUNeGdg3X4+rkZUyb7L9CMeZcphDAJIV4RQhwRQpS5PnyxOBreO0V12FRYi29fYJqSkw9cXBNr/LUBqZQSG3dUYt6MCCxN80wNtSEiBM/euRzhwRrc8uROlI1QGmHu7MNDm4tx7pz4gJiqQMrLSdbjYE0brDY78ksasTA1Crpgd5JMyRMWGB2nu4cDtJ/EzrImrM8vx03LU3HuHP9plO5pg0cc+6uNOyoQHxE87n53I4kICcKG25chNSYMd27YPZARcrqefht+/+5RLEiKxHVL2HCUxpaTHIWTzd1o7upHfrEZM2PDArYpfiCaFRsOXbAGh2oDM2BUfKoDD7x3HKszE6bcIdJggyd0+qtndlQiJEiFaz3UbDpYo8ZjNy/GotRofPfF/fj4eMOwv2ezS/zyrSMwRoXirikW0A0k7qQlPAXgUQBWAOcD2AjgWW8uikbW0NGLn75xEDnJenzj/PFPNgkk/r5x33eyBUfq2nHzypkePWlPjg7Ds3cuh5TAuvU7UdPa87nfefD94+jpdzQcnYqn/OR5eSlR6LXYsau8GYdr23FWxtS96fdHkSFBSIsNw8HqwNu4d/ZZcc8rhUiJDsOPv5ip9HK8ana8DkL470nvyaZufHyiETcsS/VoZml0uBbP3rkcsbpg3PrkLhyv//yNy6OflKKurRc/v2yB3/WgIf+U6+xjtK+yBQVlTTjLD8vRpjKVSmB+UmRAZrZabHZ8/6VC6CY5hj0QxOm0iAoL8tv7nbZuC94srMGVC40e7SsZptXgiduWwmSIwNee3Ytd5Z/v8/jC7pM4WteO+744D6Fatceem8bHnd1GqJRyMwAhpayUUv4CwBrvLouGI6XEfa8eRFe/DX+5LjegG9i5wxgVitAgtd9u3DfuqEREsAZr84wef+zZ8TpsvGMZOvqsWLd+Jxo7PhtSeKimDS/srsKtZ6QNBNWIxuJqQProJ6WQEm43VifPyTLqA3Lj/tt3jqK6pQcPXpeL8CmelRaqVSMlOsxvT3qf3VkJlRC40QsN6xMiQ/DcncsREqTCuid2osL8WVmeq+HopTmJAxOviMaSnayHEMCGHRXo6rf5bTnaVJaVpMfRunZYbXallzIu/9hSgoM1bfjt2qwpP9RFCIGMeB1K/PR+5+W9Vei12HHzijSPP7Y+NAgb71iGpKhQfPnp3UMO1dq6Lfjze8exbFYM1mQnevy5yX3uRBz6hBAqAMVCiG8JIa4EwLtUBby8pxqbjzXgR5fMQ4YzfXEqU6kEZhvC/XLj3tjRh3cP1uHqxcleu4FakKTH07cvRX1bL25+Yifaui2QUuJXbx1BdJgW32HDURqHtNgwRIZosLXYjIhgDXKTp245q7/KMupR09qDli7/7ct2ui3HG/CfXSdx1znp02Yyicmg88tS6J5+G17cXYWLFyRght47jVFTYsLw7B3LYbXZcdP6nahrc2S4/v6/xwAA903xDDPyLF2wBhnxOmwtNkMlgJXpDBj5WnZyJHotdpQ2+m9fttMVVbfi7x+V4MqFRnxhmgQKTAk6nGjogJRS6aUMYbdLPFNQiSUzo73WOD1OF4zn7lwOfWgQbnlyJ4pPOe77HtpcjNYeC35+GasplOZOwOhuAGEAvgNgMYCbAdzizUXR51U1d+OXbx3GivQY3D6NJmKZDBEo9cON+wu7TsJikx5pOjqaxTNj8Pgti1HW2IXbnt6Fl/dUY1dFM+65iA1HaXyEEMh1Th1bMTsWmimeoeiPsl0NSAOkn0Rrdz9+9EoR5iZE4PsXzlF6OT6TkaBDWWOX353Iv1VYi7Yei1dOeQczJURg45eXo73HgnXrd+K/B+vwTlEdvnbubBjZcJTGyXXdyU6O8mg5C7knO8AGLvRabPj+S4WI1wXjF5cvUHo5PpNhiEBrtwVNfnag9ElxIyqbPDNkYTSJ+lA8d+dyaNSODNctxxuwcUcFrl+aigVJPOBUmjtT0nZLKTullNVSytsBXAsgw/tLIxe7XeKelwshhMCfrsmdkhMCRpJh0KG2rRcdvRallzLAarPj+V0ncVZGHGbHez/Z7mxTPB6+YSGKqtvww1eLMD8xEl9yYwQl0elc/SRYFqCMrKTA2rjf75zG+eB1uQjWTJ/eARnxOvTb7DjZ3K30UgZIKbGxoAJzEnRYke79TK/sZD2euG0palp78PXn9iFJH4KvnTu1+yaSd7iyWSczipsmblacDmFadcBMSvvze8dR0tCJB67JmVYHoyY/nZT2zI5KxOmC8YUs72d6pcWF45k7lqHXYsftT+1GqFaNey6aPodV/mzEgJEQIlIIcZ8Q4hEhxEXC4VsASgBc57sl0lPbK7CzvBn3X5o57aZLuN5A/SmV9sOjp1DX1otbvBxtH+ySrBn40zU5Cw51SQAAHNFJREFUiAoLwi+vYMNRmpjz5sYjIkSDC+Zxsp4S9GFBSI0JC4iN+9tFtXirsBZ3r5ra0ziHY0rwvwmd+6tacaimHTevTPNZav6yWTH417rFiAoLws8uW8CGozQhZ2bEQReswSVZnpnqR+OjVgnMTwyMxtcFZU14Yls51q1IxTlTeBrncEwJjvudkhGmIyuhqrkbW4434IZlKR4dsjCaeTMiseHLyxAbrsV9X8hErG5q968KFKM1X3kGQAuAHQDuBPBjAALAlVLKA95fGgGODesD/zuGC+YZpuUYW9fGvfhUB/Kcac1K27ijEsaoUKzKTPDp8161KBlr84zTKsOMPGtJWgwO/uJipZcxrWUZI3Gopl3pZYyqob0XP33jEHJTovD186ZfVsngCZ0X+UlFxDM7KqEL1uDKhZ4fsjCa8+YasO+nF/K6QxOWHq/DoV/yuqOkLKMeL+6ugs0u/fbAsbPPinteLkRqzNSfxjmcGZEh0AVrUHLKf/q2PlvgHLKw3PNDFkaTlxKF3T9ZzeuOHxktXJgupbxNSvkYgBsAzAdwMYNFvuMYKXkAYVo1/nD11B4pOZKU6FBoNSq/OektaejA9tIm3Lg8VZGLLt88iQJbllGPk83daOv2nzLbwaSUuPe1g+hxTuOcjr2udMEaJOlD/Oa6Y+7swztFdbh6kRE6BabU8bpDFNiyjXr0WGwo86PsldP95u0jqG3twYPX5iJMO7WncQ5HCIEMgw7FfnLd6bXY8OKeKlyYmYBEve971/G6419G2wkO7GallDYA1VLKXu8viVz+uaUURdVt+M3abBgivDMRxd9p1Cqkx4X7zRvoMzsqoVWrcD17CBHRBPh74+uX9lTho2MNuPcL83zSo81fZSRE+M2Ezhd3V6HfZvd601Eimpqy/Lzx9UfHTuGF3VW465zZWDJNpnEOx+RHAaO3CmvR2m3xafsN8l+jBYxyhRDtzo8OADmuz4UQ/p1PPwUcrG7D3z8qxuW5SViTMz1GSo7E5Ccb984+K17dV4M1OYmsqSWiCXE1vvbHPkZVzd341VtHsDI9FreuTFN6OYoyGXQoaeiE3a7siGObXeL5nSdxxuxYZBgiFF0LEQWm2fHhCAlS+WU5dEtXP3706kHMmxGB711oUno5ijIl6NDY0YfWbuUnpT1TUIkMgw4rZ8cqvRTyAyMGjKSUaillpPMjQkqpGfR55FgPLIR4UgjRIIQ4NOh7MUKID4QQxc5/Rnvqf8hU4hgpeQAx4Vr86go/aaCgIJNBh+qWHnT3WxVdx+v7a9DZZ+UpLxFNWHS4FsaoUL876R0yjfPanGmfDm4y6NBrsaOmtUfRdWw+ego1rT085SWiCdOoVZifGOmXBxX3v3kIrd3TbxrncEwG/xi4cKCqFUXVbbh5xcxp2Q6FPs+bzQmeBnDJad+7F8BmKaUJwGbn13Sav3xwAsUNnfjjNTmICtMqvRzFZRh0kBIoU3BSmpQSz+yoQJYxEgv9pPk2EQWmbKPe7zbuT24rx87yZvzssvlIjp5e0ziH45pYo3R26zMFlUjUh2C1j4csENHUkmXU43Btm+JZk4NtKqzF20V1uHuVCQuSptc0zuEMHrigpI07KhCuVeOqRb4dskD+y2sBIynlpwCaT/v2FQA2OD/fAGCtt54/UO0qb8a/t5bhxuWpOH8uR18DjpNeQNmI+87yZpw41YlbVvhupDERTU1ZxkhUNHWjvdc/Gl+XNHTggfeOY3VmAq5dnKz0cvxCRrxrQqdy152yxk5sLTbjxmWp07L5OBF5TpZRj65+G8rMyh2+DnaqvRf3v3EIeSlR+Nq5028a53CMUaEICVIpet1p7urH20V1uHKREREhQYqtg/yLr3cgCVLKOufn9QB4ZDZIZ58VP3j5AFKiw/CTaThSciQzY8OhUQlFT3qf2VEJfWgQLstNUmwNRDQ1uBqQHvaDfhKOaZyF0AVr8Purpuc0zuHow4IQHxGs6EnvMwWVCFILXL/MtyONiWjqcQ1cOOwHAxeklPjRq0Xos07faZzDUalck9KUu995cXcV+q123DLN+xjSUIq9QqWUEsCIeZFCiLuEEHuEEHsaGxt9uDLl/Pado6hu6cGfr81FuAKjc/2VVqNCWly4YhH3U+29eO9wPa5bkoxQ7fSuryaiyRuYlOYHZWmuaZy/XZuF+Ag28x/M1fhaCd39VryytxpfyErkvxcimjSTQYdgjQoHq5W/7rywuwofH2/EvZfMQ/o0nsY5HJMhAqUKXXdsdolnCyqxIj0GcxI4ZIE+4+uA0SkhRCIAOP/ZMNIvSikfl1IukVIuiY+P99kClbLleAP+s+skvnJ2OpbNmr4jJUei5Mb9+Z0nYZMS61aw6SgRTV6sLhhJ+hDFG1+7pnGuzUvCF7Kn9zTO4biuO47zLd96Y38tOnqtbHZNRB6hUaswLzFS8etOVXM3fvP2EZwxO5ZZLMPIMOhQ29aLDgVK1rcca3AOWUjz+XOTf/N1wGgTgFudn98K4E0fP79fau3ux49eKcKcBB2+f+EcpZfjl0wGHSqautBntfn0efutdjy/6yTOnROPmbHhPn1uIpq6Fhj1OKRgaYBrGmecLhi/vDxLsXX4s4yECHT2WVHf3uvT55VSYuOOCmQmRmLxTA6TJSLPyDZG4khtu2KNr212iR+8VAiVEPjTtbnTfhrncFx9W0sVGPSzsaASCZHBuHA+O8bQUF4LGAkh/gNgB4C5QohqIcQdAP4A4EIhRDGA1c6vp72fvXkYzV39+Mt1eQgJYsnTcDISImCXQLmPm/W9d7gejR19POUlIo/KNupRbu5CZ59Vked/8P3jKG7oxAPX5EAfxsaWw3Ft3H1dDr27ogXH6jtwy0qONCYiz8k26tHRZ0Vlc7ciz/9kfjl2VTTj55cvgDEqVJE1+DtTgmvggm/7GJU1duLTE424cdlMBLGnFJ3Gm1PSbpBSJkopg6SUyVLKJ6SUTVLKVVJKk5RytZTy9Clq087bRbXYVFiL76wyDTRCpc9TauP+zI5KpMSE4tw5nFhHRJ6TbdRDSuCwAuUBO8uasD6/HOtWpOKcOVO/5HuiTAqNON64owIRIRpckcchC0TkOa77DCXK0k6c6sCf3j+OC+cn4GqOax9RSnQotBqVz9twPFtwEhqVwA3LUnz6vBQYGEJUUEN7L376xiHkJuvxjfM4UnI0s+LCoRK+3bgfq2/HropmrFs+E2qmzRKRBy0wRgLw/ca9s8+Ke14pRGpMGH7MaZyjitUFIyZcixIfTqxpaO/F/w7V49rFKQjTcvgFEXmOyRABrVrl84ELjmmcBziN0w0atQrpceE+vd/p7rfi5b1VuCRrBgyRIT57XgocDBgpREqJe187iJ5+Gx68Lo8jJccQEqRGakyYTzfuG3dUIlijwnVLGG0nIs8yRIQgITIYh2vbffq8rmmcD16by4CEGzIMOp9mtv5nVxWsdombWQZNRB6m1agwLzHC5wGjRz4qwaGadvzuyizE6Tj1cSwZBh2KfXi/8+YB15CFNJ89JwUWRikU8tKeKnx0rAE/umQeMgwcKemODEOEzzbu7b0WvLG/BpflJiE6XOuT5ySi6SXbqPdphtGWY45pnHedk44laZzG6Q6TQYdiH01Ks9jseH5XJc42xWFWHIcsEJHnZRn1OFTT5rPpj0XVrXhkSwmuXGjEJVmcxukOkyEC1S096O73fo9Dx5CFSsybEYGlaRyyQMNjwEgBVc3d+NVbR7AyPRa3nZGm9HIChinBMSnNYrN7/ble3VuN7n4bm10TkddkGfUobexElw8aX7d29+NHrxZhbkIEp3GOQ4ZBh7YeCxo7+7z+XB8cOYVT7X085SUir8lK0qO914qTPmh83Wux4XsvHkC8Lhi/uHyB159vqjAl6CAlUOaDSWl7K1twtK4dN3PIAo2CASMfs9sl7nm5EEII/OnaHI6UHAeTQQeLTaKyybsXOSklnimoRF5KFHKSo7z6XEQ0fWUlORpfH63zflna/W8eRkt3P/7ypVwEaziN010mg2NijS8akG7cUQFjVCgumMchC0TkHdnOxteHarx/3fnTe8dR2tiFP12bA30op3G6yzVwwTfXnUpEBGuwNo+NyGlkDBj52JPbyrGzvBk/u3Q+kqPDlF5OQPls4+7dut5tJU0oa+xidhEReVV2sm8m1rxdVIu3Cmtx9yoTFiRxGud4mBJ8s3E/caoDBWXNWLeCQxaIyHvmzNAhSC28ft0pKGvCk9vKcfOKmTjbxGmc4zEzNhwalfB6H6PGjj7891Adrl6cjPBg9jSkkTFg5EMlDR144L3jWDXPgGuXJCu9nIAz2+Do6eDtPkYbd1QgJlyLL2az1pqIvCchMgTxEcFe3bi7pnHmpUTha+dyGud4GSKCERGi8fp155kdldBqVPjSUg5ZICLvCdaoMXeGdxtfd/ZZcc/LhZgZE4b7vjjPa88zVWk1KqTFhXv9uvPCrpOw2DhkgcbGgJGPOEZKFiJcq8bvr+ZIyYkI02qQHB3q1VGTNa09+PDoKXxpaQpCgli2QUTelZUU6bWNu8Vmx49eLUKvxYYHr8vlNM4JEEI4G19776S3o9eC1/ZV49KcRMRwyAIReVlWkmPggjcaX9vtEr/YdBi1rT148DpO45wok0Hn1cxWq82O53edxNmmOMyO5/AlGh13jz6yt7IFh2vb8dsrs2GICFF6OQHLNbHGW57fWQkAuGl5qteeg4jIJduoR0lDJ3r6bR593MO1bbjikW3YcrwRP/liJjeEk2AyRHh14/76/hp09dvY7JqIfCLLqEdbjwXVLT0efdwKcxeuf7wAr+ytxjfOy8DimZzGOVEmg2PQT5/Vs3sDlw+PnkJdWy9uXsHsIhobA0Y+siI9Flt+cB7LnCbJlBCB0sZO2OyePxXps9rwwq4qXDAvgf2liMgnsox62CVwxEONr/utdvz1gxO44pFtaOjow2M3L8bNDERMiilBB3NnP5q7+j3+2K6RxjnJeuSlRHn88YmITvdZ42vPZLfa7RJP5pfjkoc+xdH6dvzpmhz84CJO45yMjIQI2CVQbvbOpLSNOyphjArFqswErzw+TS0MGPlQaiyDEJOVYdCh32pHlRfGgf73YD2auvrZ7JqIfMbV+NoTG/dDNW24/JF8PLS5GJflJuHD75+DixfMmPTjTncZXpxYs6OsCSUNnTzlJSKfmTsjAhqVZxpfl5u78KXHd+BXbx/BGbPj8MH3zsW1S1LYemOSXJPSvNHHqKShA9tLm3Dj8lQOWSC3sLCUAopr417c0Im0uHCPPvbGHRWYFReOszLiPPq4REQjmREZgthw7aQCRv1WOx75qBj//LgU0eFa/PuWJbhwPk8NPeWz604Hls3ybInFMzsqERUWhMtykzz6uEREIwkJUsOUEIFDtRPPbLXZJZ7aVo4/vXccwRoVHrw2F1ctMjJQ5CGz4sKhEvBKG45ndlRCq1bheg5ZIDcxYEQBZfDG3ZM3RIdq2rDvZCvuv3Q+VIy2E5GPCCGQZdRP+KT3YHUb/u+VQhyr78BVi4z42aXzERXGxsmelKQPRZhW7fGT3rq2Hrx/5BTuPGsWhywQkU9lGyPx4dEGSCnHHeQpbezED18pwt7KFqyaZ8DvrspGQiT7s3pSSJAaqTFhKPHwwIXOPite3VeDNTmJiNUFe/SxaepiwIgCSmRIEGZEhkyoNEBKiZZuC042d+Nkczeqmrtxssnx+YlTHQgNUuOaxcleWDUR0ciyjXrkl5jRa7G5HTjos9rw980lePSTUsTptHji1iXsReAlKpVAhkGH0saJBYzaeiyO682gj6rmbhSf6oRdSqxjORoR+Vi2UY+X9lSjtq0XxqhQt/7G5uxV9Of3jyMkSI2/fikXa/OYVeQtGZMYuNDZZx24xxl8/Slt7ERnnxU3s/0GjQMDRhRwTAkjj5rst9pR09ozbFCoqrkbHX3WIb8fpwtGakwozjbF4bLcJOhDg3zxP4GIaECWMRI2u8TRunYsTI0e8/eLqltxz8uFOHGqE9csTsb9a+ZDH8b3Lm/KMOiwvaRp2J9ZbHbUtfZ+LiDk+rytxzLk96PDgpAaE4YladFYnZmAlBj2NyQi31rgbHx9sLrNrYBRSUMn/u+VQuw/2YrVmQn43ZVZMDCryKtMCTp8cqIBFpsdQeqhbYdtdon69l6cbHJcbyqbu3CyuWfg+nP6kIaIEA1mxoYhJ1mPr56TjoUcskDjwIARBZwMgw4v7KrCmwdqhmzKq5p7UNvWAzlogJpWo0JqTBhSY8KwbFYMUpyfp8aEITk6FOHBfAkQkbKyXBNrakcPGPVZbXjow2I89mkZ4nXBeOq2pTh/nsFXy5zWTIYIvLavBq/vr0Z9Wx9ONncNXHtqW3uHTO4MUgskR4chJSYMuSn6gWtOivMjMoTBPSJS1vzESKhVAodr23BJ1sjDEWx2ifVby/DgBycQplXjoevzcHluErOKfMBk0MFik3h+50n0WW3Oa04Pqpq7Ud3SDYvts+uOWiVgjApFakwYLl4wY+C64/rgoRJNBu+WKeBkJkaix2LD3S8cAADERwQPCQjNjAlDaqzjDTJeF8yeRETk14xRoYgOC8Kh6pH7GB2oasX/vVyI4oZOXLckGT9ZM58ZkT40PykSAPC9FwsBALHhWqTEhGFhSjSuyP0sIJQaG4YZkSGcPENEfi0kSA2TQTdq/7yShg7c83IRDlS14qL5CfjNlVkwRDCryFcyEx3XnZ9vOgwAiHJmp85PisQlWUODQon6EGjUHH5O3sGAEQWctXlGJEeFIi4iGCnRYQjVslkoEQWu0Rpf91ps+NuHxXj801IkRIbg6duX4ry5zCrytbMz4vCfr6xAVFgQUmLCoGN2KhEFuAVJenxy4vONr602O/69tRx//fAEwrVqPHzDQlyWk8isIh/LTIzEK19biZAgNVJiwnhIRIrhjocCjlajwhkZcUovg4jIY7KMevz70zL0WW0I1jiC4PtPtuCelwtR2tiF65em4MdrMlnOpBCVSmDl7Fill0FE5DHZxki8uq8ap9r7MEPvyBwqPtWBe14uRGF1Gy5ZMAO/XpuF+AhO01LKkrQYpZdApEzASAhxCYCHAKgBrJdS/kGJdRAREfmDbKMeVrvE8foOzEmIwF8/OIF/by3DjMgQbPjyMpw7J17pJRIR0RSSnexsfF3ThjidFo99WoaHPiyGLkSDR25ciDXZzCoiIgUCRkIINYB/ALgQQDWA3UKITVLKI75eCxERkT/Idja+fmF3FQrKmlDW2IUblqXgvi8yq4iIiDwvMzESKgG8XVSLv39UjKLqNnwxewZ+dUUW4nTMKiIiByUyjJYBKJFSlgGAEOIFAFcAYMCIiIimpeToUOhDg/D8zpMwRoVi45eX4RxmFRERkZeEaTWYHa/DmwdqERuuxT9uXIQ1OYlKL4uI/IwSASMjgKpBX1cDWH76Lwkh7gJwFwCkpqb6ZmVEREQKEELgrnPS0dTZj+9daEIEs4qIiMjLbj9zFg7WtOKei+YilllFRDQMv216LaV8HMDjALBkyRKp8HKIiIi86pvnZyi9BCIimkZuXJ4KgAfzRDQylQLPWQMgZdDXyc7vERERERERERGRH1AiYLQbgEkIMUsIoQVwPYBNCqyDiIiIiIiIiIiG4fOSNCmlVQjxLQDvAVADeFJKedjX6yAiIiIiIiIiouEp0sNISvkugHeVeG4iIiIiIiIiIhqdEiVpRERERERERETkx4SU/j+ATAjRCKBS6XV4SBwAs9KLIApAfO0QTQxfO0QTw9cO0cTwtUM0MUq9dmZKKeOH+0FABIymEiHEHinlEqXXQRRo+Nohmhi+dogmhq8doonha4doYvzxtcOSNCIiIiIiIiIiGoIBIyIiIiIiIiIiGoIBI997XOkFEAUovnaIJoavHaKJ4WuHaGL42iGaGL977bCHERERERERERERDcEMIyIiIiIiIiIiGoIBIyIiIiIiIiIiGoIBIx8RQlwihDguhCgRQtyr9HqI/JUQ4kkhRIMQ4tCg78UIIT4QQhQ7/xmt5BqJ/JEQIkUIsUUIcUQIcVgIcbfz+3z9EI1CCBEihNglhCh0vnZ+6fz+LCHETufe7UUhhFbptRL5IyGEWgixXwjxtvNrvnaIxiCEqBBCHBRCHBBC7HF+z+/2bAwY+YAQQg3gHwC+AGA+gBuEEPOVXRWR33oawCWnfe9eAJullCYAm51fE9FQVgA/kFLOB7ACwDed1xq+fohG1wfgAillLoA8AJcIIVYA+COAv0opMwC0ALhDuSUS+bW7ARwd9DVfO0TuOV9KmSelXOL82u/2bAwY+cYyACVSyjIpZT+AFwBcofCaiPySlPJTAM2nffsKABucn28AsNaXayIKBFLKOinlPufnHXBs3o3g64doVNKh0/llkPNDArgAwCvO7/O1QzQMIUQygDUA1ju/FuBrh2ii/G7PxoCRbxgBVA36utr5PSJyT4KUss75eT2ABCUXQ+TvhBBpABYC2Am+fojG5CypOQCgAcAHAEoBtEoprc5f4d6NaHh/A/BDAHbn17Hga4fIHRLA+0KIvUKIu5zf87s9m0bpBRARjYeUUgohpNLrIPJXQggdgFcBfFdK2e447HXg64doeFJKG4A8IUQUgNcBzFN2RUT+TwhxKYAGKeVeIcR5Ci+HKNCcJaWsEUIYAHwghDg2+If+smdjhpFv1ABIGfR1svN7ROSeU0KIRABw/rNB4fUQ+SUhRBAcwaLnpJSvOb/N1w+Rm6SUrQC2AFgJIEoI4Tpc5d6N6PPOBHC5EKICjpYbFwB4CHztEI1JSlnj/GcDHAcVy+CHezYGjHxjNwCTc2KAFsD1ADYpvCaiQLIJwK3Oz28F8KaCayHyS86+EU8AOCql/MugH/H1QzQKIUS8M7MIQohQABfC0QNsC4BrnL/G1w7RaaSU90kpk6WUaXDc33wkpbwJfO0QjUoIES6EiHB9DuAiAIfgh3s2IaXiWU7TghDii3DU+KoBPCml/K2yKyLyT0KI/wA4D0AcgFMAfg7gDQAvAUgFUAngOinl6Y2xiaY1IcRZALYCOIjPekn8GI4+Rnz9EI1ACJEDR3NRNRyHqS9JKX8lhEiHI2siBsB+AOuklH3KrZTIfzlL0u6RUl7K1w7R6JyvkdedX2oAPC+l/K0QIhZ+tmdjwIiIiIiIiIiIiIZgSRoREREREREREQ3BgBEREREREREREQ3BgBEREREREREREQ3BgBEREREREREREQ3BgBEREREREREREQ3BgBERERHRKIQQsUKIA86PeiFEjfPzTiHEP5VeHxEREZE3CCml0msgIiIiCghCiF8A6JRS/lnptRARERF5EzOMiIiIiCZACHGeEOJt5+e/EEJsEEJsFUJUCiGuEkI8IIQ4KIT4nxAiyPl7i4UQnwgh9goh3hNCJCr7v4KIiIhoeAwYEREREXnGbAAXALgcwLMAtkgpswH0AFjjDBr9HcA1UsrFAJ4E8FulFktEREQ0Go3SCyAiIiKaIv4rpbQIIQ4CUAP4n/P7BwGkAZgLIAvAB0IIOH+nToF1EhEREY2JASMiIiIiz+gDACmlXQhhkZ81irTDsecSAA5LKVcqtUAiIiIid7EkjYiIiMg3jgOIF0KsBAAhRJAQYoHCayIiIiIaFgNGRERERD4gpewHcA2APwohCgEcAHCGoosiIiIiGoH4LFuaiIiIiIiIiIiIGUZERERERERERHQaBoyIiIiIiIiIiGgIBoyIiIiIiIiIiGgIBoyIiIiIiIiIiGgIBoyIiIiIiIiIiGgIBoyIiIiIiIiIiGgIBoyIiIiIiIiIiGiI/wfZTUFl/qXW0wAAAABJRU5ErkJggg==\n", 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" ] @@ -101,19 +104,23 @@ "t_1 = base[:50]\n", "t_2 = base[15:65]\n", "\n", - "plt.style.use('stumpy.mplstyle')\n", + "plt.style.use(mplstyle_url)\n", "\n", "fig, axs = plt.subplots(2, sharex=True, gridspec_kw={'hspace': 0.2})\n", "plt.suptitle('Phase-shifted Random Motif', fontsize='30')\n", "\n", + "axs[1].set_xlabel('Time')\n", + "axs[0].set_ylabel('Random Value')\n", + "axs[1].set_ylabel('Random Value')\n", + "\n", "axs[0].plot(t_1)\n", "axs[1].plot(t_2)\n", "\n", "euc_dist = np.linalg.norm(t_1 - t_2)\n", "mp_dist = stumpy.mpdist(t_1, t_2, 30, percentage=0.05)\n", "\n", - "print(\"Euclidean Distance: \", euc_dist)\n", - "print(\"MPdist: \", mp_dist)" + "print(\"Euclidean Distance: {:.2f}\".format(euc_dist))\n", + "print(\"MPdist: {:.2f}\".format(mp_dist))" ] }, { @@ -135,20 +142,33 @@ "\n", "fzip = ZipFile(io.BytesIO(urlopen(\"https://sites.google.com/site/mpdistinfo/home/words_dendrogram.zip?attredirects=0&d=1\").read()))\n", "mat = fzip.extract(\"words_dendrogram/LisaBeth/MaryBethAnhLisa_data.mat\")\n", - "data = loadmat(mat)\n", + "raw_data = loadmat(mat)['XSsY4']\n", + "\n", + "# The order in which we want the time series to be displayed\n", + "ordered_names = [\"Mary\", \"Anne\", \"Maryanne\", \"Lisa\", \"Beth\", \"Lisabeth\"]\n", "\n", - "dfs = {}\n", - "for i in range(data['XSsY4'][0].shape[0]):\n", - " name = data['XSsY4'][1][i][0]\n", - " df = pd.DataFrame(data['XSsY4'][0][i].flatten(), columns=[name])\n", - " dfs[name] = df\n" + "# The data for the time series themselves\n", + "data = {}\n", + "for i in range(raw_data[0].shape[0]):\n", + " name = raw_data[1][i][0].replace(\"nh\", \"nne\") # for some reason \"nne\" seems to be replaced by \"nh\" in the names\n", + " data[name] = raw_data[0][i].flatten().astype(float) \n", + "\n", + "# Compute rough offsets so that the different names can be aligned visually \n", + "offset_idx = {}\n", + "for name in ordered_names:\n", + " idx = np.arange(0, data[name].shape[0])\n", + " if name == 'Anne':\n", + " idx += data['Maryanne'].shape[0] - data['Anne'].shape[0]\n", + " elif name == 'Beth':\n", + " idx += data['Lisabeth'].shape[0] - data['Beth'].shape[0]\n", + " offset_idx[name] = idx" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We then plot these time series. Each time series corresponds to a single name indicated on the right. The plot represents the Y-axis over time as the names are written out in cursive form." + "We then plot these time series. Each time series corresponds to a single name indicated on the right. The Y-axis of the plot represents the vertical position of the pen over time as the names are written out in cursive form. The time series are aligned so that the similarities between parts of the names can be seen better. For instance, Anne and Maryanne shares the last three letters \"nne\" (comparison is case-sensitive )" ] }, { @@ -160,7 +180,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -172,20 +192,18 @@ } ], "source": [ - "plt.style.use('stumpy.mplstyle')\n", + "plt.style.use(mplstyle_url)\n", "\n", - "fig, axs = plt.subplots(len(dfs), sharex=True, gridspec_kw={'hspace': 0.2})\n", + "fig, axs = plt.subplots(len(data), sharex=True, gridspec_kw={'hspace': 0.2})\n", "plt.suptitle('Names', fontsize='30')\n", "\n", - "labels = [None] * len(dfs)\n", - "\n", - "for i, (k, v) in enumerate(dfs.items()):\n", - " ymax = v.max()\n", + "axs[-1].set_xlabel(\"Time\")\n", + "for i, name in enumerate(ordered_names):\n", + " ymax = data[name].max()\n", + " yrange = data[name].ptp()\n", " axs[i].set_xlim(0, 300)\n", - " axs[i].plot(v)\n", - " name = k.replace(\"nh\", \"nne\") # for some reason \"nne\" seems to be replaced by \"nh\" in the names\n", - " axs[i].text(250, 0.99 * ymax, name, color=\"black\", fontsize=20)\n", - " labels[i] = name" + " axs[i].plot(offset_idx[name], data[name])\n", + " axs[i].text(250, ymax - 0.7 * yrange, name, color=\"black\", fontsize=20)\n" ] }, { @@ -194,7 +212,9 @@ "source": [ "## Clustering the Series\n", "\n", - "In order to begin clustering the series, we first compute the distance matrices. Entry (i, j) in a distance matrix corresponds to the distance between time series i and j under some measure. In this case, we compute a distance matrices for the MPdist. The MPdist is computed by simply calling `stumpy.mpdist` with the two time series, a window length of `30` and a threshold of `0.05`." + "A cluster of different time series is supposed to group together time series that are more similar than others. A hierarchical cluster generalizes this notion by allowing groups to be made up of other groups. In this case, we naturally expect the time series for Anne, Mary and Maryanne to be in one cluster while those for Lisa, Beth and Lisabeth to be in a separate cluster due to them sharing part of the names. \n", + "\n", + "In order to begin clustering the series, we first compute the distance matrices. Entry (i, j) in a distance matrix corresponds to the distance between time series i and j under some measure. We first write a function for computing the distance matrix and a function to cluster the time series and plot them as a dendrogram." ] }, { @@ -203,14 +223,14 @@ "metadata": {}, "outputs": [], "source": [ - "mp_distance_matrix = np.zeros((len(dfs),len(dfs)))\n", - "\n", - "for i, (k_1, v_1) in enumerate(dfs.items()):\n", - " v_1 = v_1.to_numpy()[:, 0].astype(float)\n", - " for j, [k_2, v_2] in enumerate(dfs.items()):\n", - " v_2 = v_2.to_numpy()[:, 0].astype(float)\n", - " if not i == j:\n", - " mp_distance_matrix[i, j] = stumpy.mpdist(v_1, v_2, 30, percentage=0.05)" + "def compute_distance_matrix(distance_function):\n", + " distance_matrix = np.zeros((len(data),len(data)))\n", + "\n", + " for i, name1 in enumerate(ordered_names):\n", + " for j, name2 in enumerate(ordered_names):\n", + " if not name2 == name1:\n", + " distance_matrix[i, j] = distance_function(data[name1], data[name2])\n", + " return distance_matrix" ] }, { @@ -231,12 +251,12 @@ "\n", " x = dendrogram(linked,\n", " orientation='right',\n", - " labels=labels,\n", + " labels=ordered_names,\n", " distance_sort='descending',\n", " show_leaf_counts=False,\n", " ax=ax)\n", " fig.add_subplot(ax)\n", - " inner = gridspec.GridSpecFromSubplotSpec(len(dfs), 1, subplot_spec=outer[0],\n", + " inner = gridspec.GridSpecFromSubplotSpec(len(data), 1, subplot_spec=outer[0],\n", " wspace=0.1, hspace=0.1)\n", " \n", " for i, name in enumerate(x['ivl'][::-1]):\n", @@ -245,12 +265,18 @@ " fig.add_subplot(ax)\n", "\n", " ax.axis(\"off\")\n", - " key = name.replace('nne', 'nh')\n", - " ax.plot(dfs[key])\n", + " ax.plot(offset_idx[name], data[name])\n", "\n", " plt.show()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First we attempt clustering the time series under Euclidean distance. However, we immediately run into the issue of different time series having different lengths. This is because Euclidean distance requires that the points have the same dimensionality. In order to get around this, we shrink the longer time series to match the length of the shorter. We also z-normalize both of the time series as they start off at arbitrary Y position." + ] + }, { "cell_type": "code", "execution_count": 7, @@ -258,7 +284,52 @@ "outputs": [ { "data": { - "image/png": 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dTG0APBWH/vOZV3bHM+TMTJkgWgXbRvvSFqcHOphyc9+Y/OVnqbKZqTzBxK3uuHmni1wDgHG037MKqmWmOpX4EYf+LOymrnt2us5l2KYCl+YIJDvd7wJgX2xzhN+UHCbP96Cu1uidWtY33qdo0NYuC9zsJmA2BRrJuFb0m6BgSkRERCoahGCqHyV+qdzBFPPWWLTaXHiggynmbara1WDKBNFbsJmmPMHUDHecmHHd2sDSZAdTZTIsmcGUcy6wnQmilTtcs6Ebr3k9XWFx6F8K/BjY1wTR+lnXN3LlcWuTvWYtzcaVzkyZIFoY27mxUzBVNjM1Ffh3h73KAHBZxWso1pVzE2ARFEyJiIhIRf0OpjakP80nUs9SPJia0eLcoAdTO2Afaq8r+L6iZX6T3bFdZ7e53L5B95MdTI1zx1ozUy6TNIb2m9o2irB/V/bucE1aBphVlpbXb7DlhR8v+L5N3bFjQOvK8l6jWpnf2tive6cPRApnplyzj02wQVIeVwGbu+6geUx0xxkdrlEwJSIiIpn6Fky5B6Yx9DeYeob8a6YmAg/Gof90i3PDEExd59aJFVG0zG8yNgC4Puf1M8gOpsa7Y91lfqtgH5TzZKamA0/QuWvc3sBDzGu5X0kc+g9hN5f+kAmiIg/0ebspQvVgKs+axzKZqfWx/zbdmfP6ae76PE1CwP7MzabzvNWAQkRERDL1MzNl3P2HqcxvRptzAxtMufUhW1O8xA/KBVO3xaE/O+f1M4CxJoiW7nDNeGwGsV23OLBBQdFgKm2LnpmZcmugImDvVvtAmSBaHtgHOKtgg48sv8YGfe8u8J4J2O56eYLEqi39szZThnKb9qYt8/MGU9dg95uaknWhMxG4KQ79Nzpco8yUiIiIZOpnMJXnQazbcpX5mSBaEltuNqPNJQMbTGE3GV6ccsHU88CyrglER65sbjKt15S1MwO7b9eEDteMx3am6xSklMlMpRv25gk6wLbgXoHWjSjejv0an1ZwDlkuwQYURxZ4zwTglpxBXdXM1AZujIcy7gHFvj9pMJUryxeH/nPYssbMdVPu53QicEPGpQqmREREJFM/g6m+tUVv8AywlMvedDIBWJjhDKZ2csdpJd77HDbYWSbHtetisyhFgynoXOqX1ckPqgVTnQKBRhE28Ppmi72xDgFisjvPFeIyYr8GtjdBtGXW9W5em5GvxA/qCabuy8jwlM1MPenW1eV1FbZJyMI5xl4OBVMiIiJSg35npmZj16L0yzPumLVuaqI7zmhzfpCDqanY0rt2m5N28pw75in1S5tPFAmm7gdmYTdQXYAJopWA1ehOMLUGtqNdp/LBuVxXuW8D29KwdsoE0WbYbNVpNZf4pU7Ctgj/RI5r3wKsTLFgqsrP7Xpkb85cNjNVdO3ZVdh9yzbLuC7dWPnyjOu0ZkpEREQy9TuYurtLD6B5pZ98Z5X6bYFdhxK3OT+QwZRr8rET5dt1p/t/5QmmtsE+OBfZsDbBNndo1zgg7Ux3R8ZQZYOpxwruCXUSdo3fD00QLWGCaCvsvmOPYzNItXPZmTOBg9z3s5M0C/nfnMNXzUzl6YZYpgHFxuRfL5VKy1izSv2mYjOMWWs1lZkSERGRTP0u8+tniR/kz0xtAtza4cH7VWDRPGuLemxbYCnKt+tOM1N52qPvBlyTtS9QC1cBm5kganWP7d0xK9s1B/v1by6/62RN4NEC1xOH/hzgU9jSwz9hv66zgZ3j0M/TYr2s07DrtfbKuG4qNujPbE3vlA6m3DrCVckOpgq1RjdBtAw20C0aTN2P/X62Dabc38/dgEtyfIijYEpEREQy9eXh3z3UZG322QtpMJWVmRpP5+xIGkBU+ZS/G6Ziu5xllTS1kwZTHb8+JohWxDa6KBO0XUX7ttY7AHfFoZ9VCppmP7LWyzRag4LBFEAc+hcAvwLeCTwF7BSHfrd/ji/C/qweknHdVOByt5FtHlUyU2u7Y1YDj6KZqY3csVAw5YKjq+jc0W8Cdl1fnp9TBVMiIiKSqV+ZlLWwZXH9bIsOOcr8TBCtAKxO53U7g7q+YipwfcGF/I1uwz4M75hx3a7YRhVlgqlrsHtTzZdRcFmmKeTrQlimlKxUMOV8CTia7mekgLkZsTOBA0wQLdXqGhNEa2PL44p8D6q0Rk9by2cFU0U37S3Uya/JVcC6JojWanM+3Vj50hxjpX+nFUyJiIhIW/0Kpgahkx/kK/Mb545DFUy5h+7tKb9eijj0nweupPNmtWAfUl+iRDe7OPRfAG5iwfKsjbBZhCLBVN5SssXc2KWCqTj0X4pD/0dx6D9S5v0l/QlYGvhQm/NpoFAkmKqSmUq7Ida9ZqrKvw3pn/39zSdcNvyD2HLdzHb4rkPh6wzQ32kREREZPP0KpgZhjymwZWwJncvYxrvjUAVT2GzSopRfL5U6B9jUBJHpcM1U4Mo49F/rcE0naVvrxg1xd2g4l6XoA/vq7tjLYKiqK4ErgK+1yU75wNMUaABCPcFUVmv5opmpdbBt0fNu/DxXHPo3AecCR7uNlBsdCGwOfL/AkK+gzJSIiIh00M9gag75N0ztCtdQYhbZwdRrtO/kB4MZTE3FfrL+74rjRO7otzrpSqo2oVrQdiU267J7w2s7YDOHM3O8v2gwtYY7li3z6zm3Jujr2EBwvk18TRCNB94NnFSwO2GV1ujrAI/naDhS9HuzDtnZrk6+gc00fyl9wQTR6ti29rcCpxcYS8GUiIiIdNTPYCprs89eeYbsYOrOjEX9gxpMXVPmE/5GcejfiV2/ckCbS/Z1x/Mq3OZsbGD9LRNEngmijYD3ABfmDA5GfDAFEIf+lcAFQGCCaNmGU8diyyzDgkNWzUzl+TCk6Ka9lYKpOPSvB/4MfNUE0VEmiH6B/SBkQ+Dogv/mKJgSERGRjvoVTG2BbW4wCJ6h85qp8WRvGjtQwZRrmjGJ6iV+qVOAPU0Qtdpc18c+/ObdKHYBTRvifhH4I/ZrelTOIYpuDDuUwZTzDezGvJ8FMEG0PXAQcFwc+rk2IG5QJZjKFfS44OVNcnxvXNORdbFtzqv4MDa4/xF2s+NTgLFx6J9bcJxXUTAlIiIiHfQ8mHIP+huTvXdQrzwBmFYnTBAtgW3hnrVp7EAFU8Au2O9t6eYTTX6G7Xz43cYX3ddnT+CcGjZfPgnbDvtH2KDqyDj0H8753jKZqQT7vR8qcehfi83kHWWCaDvgZGzw8aMSw5Xq5ueCnryZKci/qfKK2HLPSh0S49B/Gdu6/sPABnHofyQO/TKdQ19hcP5Oi4iIyADqR2ZqkjsOSjB1CTCuTYOFHbFfo+szxhi0YGp/7OathbvrtRKH/nPA/wD7miDapeHUrthNgc+p4R5zsK3QJwMbxqF/WoG3Fw2m1gSeKLAf06D5mjtejS2ZPdx1XiyqbGZqeWAZ8gc9ee+Ttluv3G4+Dv1X49D/fcXW9SrzExERkY76EUxt447T+3DvVjo1WDgEG5RckDHGwARTJogWx34qf3aO5gBF/BK4D/i9CaJl3GsfAl4GLqvjBnHoPx2H/vQSm+CWyUwNUye/+cShfxuwPrYhxRFx6JfdlLlsMJV3j6lU3sxUbcFUTRRMiYiISEf9CKYmA3dX2Ei2bndiNw+eL5hyexG9CxuUvJwxxsAEU8BbgRWAIpmdTK6RxeHYssffmyD6GLbd9P/k+Pp0W5lgahjXS80Vh/4zceh/Lw79EyoMUzaYyrvHVNH7rOuOVddM1UXBVM08z9vJ87w8HTqzxkk8z9sw+8pcY+3qeV5Wi38REZGW+hVMDUqJX9py+hxgqgmipRtOFQlK0mCq7GL+Or0H21TjoroHdt3kvoFtw30C9vtYZN+ebhl1wVRNyrZG72Zm6lWgaCONbnmVwfiAZCh5nhd7nrdH42tJklyZJMnYfs0J6g3EREREehpMuf1e1maAginnHOxD0/th7gL7z5E/KBmIzJQJolWwLczPcmuQaheH/vew+0qFwMHduk9BuYMpE0QLA6sBj3V1RsPhNWAh9zUpYgx2D7PHC9wn75qpB2poZlIXZaZERESko0V6fL+0tXZWQ4deuxTbiOJHJoguBPbBbiB7ZM5gYSCCKeDL2Ie/n3bzJnHo3wF8pZv3KKhIZmpl7IcIeQOBkSxtKb8Ydu1bXusADxXYs6lIZmpQSvxAwVTtPM/bFTglSZK13e+/DHwGWA67jvHIJEku9jxvG2wX0fHYn82zgC8kSfJaw3D7ep73OffeE4EvJ0nyphv3Q9iNm1cH/gt8LEmS+z3Pu8K990bP8xJsx8fH3Xu+iP039A3gq0mSnJj154mfj/ng+R8s+dWQkWjf9fflwI0P7Pc0RKSHel3mN94db+3xfTtyG8N+ELsfzm3Az4HzgeNzDtH3YMoE0RrAp4A/xaGftS/WSFNkY9i3uKOCqfLlqUXaokOxNVOD0nwCFEx1led5Y7H/Zk1OkmRZYC/sBstgA5rPA6sA2+M+3Goa4h3A1sBW2Iz8h9y4BwBfxTbiWRW4EruRM0mS7Ozeu0WSJMskSXK6+/3q2C6Va2EDrP/1PK/T/oMiC5j5zEzOvbfodnYiMux6nZkaBzwVh/5TPb5vpjj0HzBBtA+2qcJs4GcFyo36HkxhHx4WAb7Vxzn0S5HMlIKpeRozU0WMAaYVuD4zM+W6UK6BgqnR5A3sv5mbeJ73ZJIkcXoiSZLrGq6LPc87Abt/3nENr/9PkiTPAM94nnccdr3ob7EbNf8gSZLbATzP+z7wVc/z1k2SpF3mcw7w7SRJXgfO9TzvRWAscE2nP4BZznDi3pkJLBkllKUUGZ16HUyNJ3sD3L6JQ38axR4SU30NpkwQrQt8HPh9ibbiI4GCqXIKB1MmiBbCrnssmpnK+t6s5Y6DFEypAUUXJUlytyvTOxbY1PO8C7ClfI94nrcx8BNs5mkp7P+rrmsaovFn8H7s/nFgM5w/8zzvxw3nPezPWLtg6mkXSKVewu6lJiIi0lE/yvxGYgla+lDarwevbwAJ8N0+3b/fFEyVUyYz9Rbs17lI0DMnxz3SDoFaMzWKJElyapIkO2IDoAS7OTjAr7EfvG2UJMly2My71/T2MQ3/vQ7z9o57EPh4kiQrNPxaMkmSMh+UiYiIdNSzYMoE0arYxf8jLphyC/HTkpWeMkG0DfAB4Pg49ItkC0aSNCjIG0y9Bszq2myGR5kPAYq2RU/vk/W9SfeYGqTM1CvAoiW6Hco8i3qet0T6i4ZqCM/zxnqeN9XzvMWxX+uXsetWAZYFngde9DxvHHBEi7G/5Hneip7njQE+C6Trn44HvuJ53qbuPst7ntfYEeBx7KbXIiIilfUyMzXOHUdcMOXUXhJkgmhpE0RnmyDatc35pYA/Yj+RPabOew+ZopmpJwao/XY/lclMFd2wF4plpgZp89RX3PFtbrsEKe5cbJCU/jq24dzi2C0WnsJuVbAa87qEHgW8F3gB+A3zAqVGf8eW/s0AIuB3AEmS/A2b4TrN87zngVuwHVpTxwIneZ43y/O8gyr++UREZJTr5ZqptJPfwK6Zqqgb6ys2x3ap2ssE0YFx6J8Dc9etHIANoDYGdo9D/7ma7z1MigZTKvGzynTzS4OpIpmpPK3R1wEei0P/lYzreulCbEbkb8BfTRC9Nw79VzPeI06SJCbj/E3ANm3OXcG8D+BSxzScT4Pbn7d5/x+xHzS1Onc8C3ZqXbvpGtNu3iIiIo16mZkaj13UO0hlPHXqRjCVflr/FPBPE0SXmiD6FXAT8FfsAun3xKF/Sc33HTYKpsopk5laB9vtclbB++TJTA3Uvw1x6M/AfljxZWyb7b+bIFqvr5MSERGRgdLrzNRMt6fTSNSNYCrNAmyDbft7JDABmxU4FPhLHPqvt3nvaFI0mJrRvakMlbJlfg8ULJPMk5laF7i5wJg94Tbt/qEJomeBXwJ3mSD6E7ZF91PYbFqejb1FRERkBOpJMOXWG0wGzu7F/fqkW5mpF+LQfxTbJvgnNY8/UuQKplx55GooM5UqE0ytS7ESv/Q+be/h/n1YB7vuZSDFof8bE0TnAl/E7mN0mDv1sAmiHwK/jUP/pb5NUERERPqiV2V+Y4GVgKt6dL9+6FZmaqBKnwZU3szUitgPEBRMWYWCKRf0bAjcXfA+WZmplYElGay26AuIQ//hOPS/gA0oP4ANqu4BfgbcZ4Loc/2bnYiIiPRDr8r8dnDHkbzPR7eCqdHa7jy3OPTfMEGUkB0UpHtMPdblKQ2Loq3RVwFWAO4scZ9OwdQgtkVvKw79J4GT3G9PMEG0E/A15jXZERERkVGiY2bKBNEna7rPDsDTwMyaxhtE3SrzG4oHzAGQZ12ONuydX9Fufhu7Y9FgKqs1etpoZSh/1uPQvzIO/b2Buv69FBERkSGRVeb3MxNEa9VwnynAtBG+t0+twZQJoiWBVVFmKi8FU8UVXTNVNpjKykwNdTCVUjMYERGR0ScrmFoI+GiVG5ggWgW7Zmokr5eC+jNT6b4nCqbyUTBVXJlgag7F1zZlZaY2xG7O+nTBcUVERET6KiuYOh/4mAmiPC2n29nfHf9dYYxhUHcwlbZFH+pP63soK/sBsKa77pnuT2colAmm7i2RgXkNWNh1U2xlPHD7CM9ci4iIyAiUFUz9CliDeW2ACzFBtBjwDeB6RnbzCag/mEpLn5SZyidPZmpt4CE9tM9VNJjaiOIlfpDdbXE8cHuJcUVERET6KiuYOg8bBJ1ggujgEuN/BDDA10fBA2y3MlMP1TjmSJY7mOrBXIZF7mDKZZVqD6ZMEC2HzRjeUWJcERERkb7qGEzFof8GsDc2oDrVBNHheQY1QbSlCaIzgV8CV2LLBUe6bmSmnohD/5UaxxzJFEwVV6Q1+trAEpQLpjoFbePcUZkpERERGTqZ+0zFof+CCaJ9gLOBP5gg+gLQKcu0KLAJ8BzwXeCnoyArBTUGUy4LsBtwax3jjRIdgym34ayCqQZuf643sEFSlrHuWHeZX7o3k4IpERERGTq5Nu2NQ3+2CaK3Ad8H1s/xllOAX8Wh/1yVyQ2ZV8m/9iTLnsAG2PVmkk9WZmoV7Pfn4d5MZ2jcBuyU47qt3fHmEvdIM1Ptgqk5wL0lxhURERHpq1zBFIArN/tCF+cy7F4FFncZkH2AbYE/xqF/d4mxjgSeAP5a4/xGuqxgKm01r8zU/E4HvmuCaEwc+p2anewA3BGHfpn25Wlmql2Z313ao0lERESGUVYDCsnvVWxwOh2IgGOAmSaI/mSCaNM8A5ggWtqVUe4H/DYO/Ve7NtuRJ2svIwVTrZ3mjm0bzLiy0ymU3ysuKzOlEj8REREZSgqm6vOsOy4HfBhYF/gJcABwowmi97Z7owmi5U0QfRWIgR8DlwLHdXOyI5AyUyXEoX8PcC1wSIfLxgIrUn57g5aZKRNES2DLWRVMiYiIyFDKXeYnmU7Erif5d0PJ0pdMEIXAGcApJojWB34GvAjsBRwKLAnsASyPzWh9Lw79q3s9+RFgDrBUh/NrAW8Aj/dmOkPlz8BPTBBNiEP/lhbnd3DHujNTWwALY/ehExERERk6CqZqEof+i8BlLV5/2gSRj23K8R3ga9iSwOWBp9yvC4EfxKF/Q88mPPLkyUw94tr9y/xOBn6AXat3ZIvzO2B/Tst08oP2a6Ymu+P0kuOKiIiI9JWCqR6IQ/9l4F0miLbFrk1ZFPtp/J/i0H+t45slrzzBlDr5teAC/tOA95sgCuLQfz49Z4JoceCtwFUVtjhol5majM0UqvRSREREhpKCqR6KQ/8/wH/6PY8R6jWyg6kybb1Hi18BhwNHAP/T8PrHgDWxG3CX1Skzde0o2YdORERERiAFUzJStM1MuXb1Y4Dzezqj4XItds3eD9xGvtdiG9R8DbgcuLjC2AtkpkwQLYtti35ay3eIiIiIDAF185ORolOZ39rY5hQzezed4eKyQwcC5wE/wq7/uwR4C/D1itmjNDPV+P2ZBHjYoE1ERERkKCmYkpGiUzA1wR1bdaoTx63tOwDYEZjqfm0Zh/6/Kw7dqsxvG3dUMCUiIiJDS2V+MlK8hm0z38pm7qhgKoNr61+2BXo7rRpQvA24JQ79p2q+l4iIiEjPKDMlI8WdwEomiFZvcW4C8HAc+s+2OCfdN19mygTROtjsl9ZLiYiIyFBTMCUjRVouNrnFuQkoK9VPaWZqLXc8yB1P78NcRERERGqjMj8ZKW4A3sQGU/9MXzRBtDCwCbaZgvTHw8C/ge+YIEqA92Nbot/d32mJiIiIVKPMlIwIcejPBm5lwczUBsDiKDPVN3HovwnsC1wJ/AAb3J7c10mJiIiI1EDBlIwk1wKT3b5SKXXyGwBx6L8A7A5sCKwH/G9/ZyQiIiJSncr8ZCS5FvgQYID73Gu7AG8At/VpTuK4DNU9/Z6HiIiISF2UmZKRJG1CsT2ACaI1gY8Bf4pD/6W+zUpERERERiQFUzKS3ATEwLdMEC0NfBWbff1WPyclIiIiIiOTgikZMeLQnwN8ANt04ibgk8Dv4tC/t5/zEhEREZGRScGUjChx6F8OfB9YFvgG8IX+zkhERERERio1oJARJw79rwNf7/c8RERERGRkU2ZKRERERESkBAVTIiIiIiIiJSiYEhERERERKUHBlIiIiIiISAkKpkREREREREpQMCUiIiIiIlKCgikREREREZESFEyJiIiIiIiUoGBKRERERESkBAVTIiIiIiIiJSzS7wmIiIiIjAQ33LALB99/db+nIaPEARPX4r3brtPvaYx6ykyJiIiIiAyR2x59nr/PeLjf0xCUmRIRERGpxZZbXs6Je3+g39OQUeDgE5QBHRTKTImIiIiIiJSgYEpERERERKQEBVMiIiIiIiIlaM3UADBB5AETgFvi0E/6PR8REREREcmmzNRg+DhwE3BkvyciIiIiIiL5KJjqMxNEKwPfc7/9rgmiVfs5HxERERERyUfBVP99B1geOAhYBvhuf6cjIiIiIiJ59DyYMkG0hAmiZU0QjfpAzgTR6sCHgd/EoX8G8EfgPSaIFuvvzEREREREJEtPAxoTRAcBs4DngWkmiJbr5f0H0JHAosBP3O/PBpYFdurXhEREREREJJ+eBVMmiHbFZl5uAL4NbA2cNVqzMCaIlsQGU/+IQ/8u9/LFwKvAfn2bmIiIiIiI5NKTYMoE0WbYrMs9gB+H/jeBjwB7AL8bpSV/+wErAz9LX4hDfzZwCfA21y5dREREREQGVNeDGBNEY4DzgNnA3nHoPwMQh/4fgK8D7wN+ZYJo2W7PZcBMBV4Armx6/RxgA2Bsz2ckIiIiIiK5dTWYMkG0EnA+dh3QPnHoP9B0yfeBH2P3WbrLBNEW3ZzPgJkKXBGH/utNr1/ojlo3JSIiIiIywLoWTJkgWgL4O7Ah8PY49G9qviYO/SQO/aOA7dxLJ4yGkj8TRGsCGwOXtjh9D/AcMKniPTwTROeZIDrNBNH6VcYSEREREZEFdSVwMUG0MHAKsCNwWBz6rYKGueLQ/w9wNLAtcHg35jRgdnPHS5pPxKGfANdTMZgCJgB7AwcDM0wQvaXieCIiIiIi0qBbWaBDgXcBX4hD//Sc7zkFuBY4qktzGiS7Ac8CN7Y5fx2wuQmiRSvcI+0I6GPLLA+uMJaIiIiIiDTpVjD1fmy52nF53xCH/pvADGDF7kxpoOwIXOn+zK1cBywGbFrhHvsB18Whfy726/q+CmO1ZIJoqgmid9Y9roiIiIjIMKg9mHLrgXYHTnUla0W8DCxV95wGidtfaiPsflvtXOeOpUr9TBCtAmyP7QwI8CdgsgmijcuM12L8RUwQ/RW7L9YZJohMHeOKiIiIiAyTRbow5iGAh32AL+olYMkibzBBtBTwe2AT4DFss4uXSty7VzbBBrE3d7jmHmzb9K2A35W4x97Y70EaTP0Z+CHwXuDYEuM12wp4B3AC8GHgM8AXahhXRERERGRodKPM7yBsednMEu99GVjMNbDIZIJoEWygcBDwCLAncFiJ+/bS5u64QHfDlCv/ux7YsuQ9pgDPuzGIQ/9h9987lhyvWZox+wHwF+AjJoiWr2lsEREREZGhUGsw5dqabwFcVnKINKOUNzv1MWB/4NPAPtgGFp8f8Pbqm2ODxnszrnsUWKXkPSYB1zetyboO2MoEkVdyzEZbAc8ADwA/QQ0uRERERGQUqjvoWBtYAriz5Ptfdse866Z2B+6LQ/9/3fqsn2D3b9q35P17YTPgljj038i47iVKrB9zHQC3YN66q9R12OYe6xUds4VJ2Oxj2sb9aaq3chcRERERGSp1B1Npg4OywVTuzJTLsGwPXN3w8pnALOBtJe/fVW7OW9ChxK9B4fVjzibA4rgSvwbp76tuBrw4dg+r62Duvlg3M698UURERERkVBi0YKpIZmodYA1gWvpCHPqvY4OpJUrev9vegi3d69R8IlUqM8W8YKk5M3UzMAdbolfFZsCiTePfBGw24OWVIiIiIiK16kYw9SJ2vU8ZaWYqTxCxvTte3fT6a9g9mgZRZvOJBi8DS5QIULbCdgK8q/HFOPRfBW6hejle+v7GzNdNwNKAqTi2iIiIiMjQ6EYwdWeJ/aVSaWYqT3nb9tjgqzkwGeRgajN3zJuZguJZtknADW02BL4OmFSxCcUkbPbvvobX0j+PSv1EREREZNSoO5gaS/kSPyiWmZoCXOtK+xoNcjC1OfBoHPpP5bi2yNcCmK+bYrsNga8HVgLG5B2zha2Y13widSuQoGBKREREREaR2oIp15jAUC2YypWZcveaCFzT4vSgB1N5SvygRDCFDZKWxAY3raTfm/ULjDmXCaLFsNm1+dZjxaE/G7gbBVMiIiIiMorUmZla343Xi8zUOGARYEaLc3MYwGDKbTC8CfmDqaJt4sFmBqH99yB2x7Lt0Sdgv7bNnQJBHf1EREREZJSpM5iq2skP8q+Z6tTIYVAzUxtj51U0M1WkPXrW9+BB4E3KN4pIOwE2dwoEuBFYyO1zJSIiIiIy4tWdmQK4t8IYeTNTm2GDplZBw2vY1t2DJg0A8zSfgHJlfmk3xcdanYxD/zXgYcpnpiYBzwH3tDj3nTj0N4xDf07JsUVEREREhkqdwdQ6wGzgmQpjFMlM3dqi+QQMbmZqM+B14I6c15cp88vTTfE+qgVT17cav0IHRxERERGRoVRnMLUucH/Fh+q8AcTmtM/wDGowtTlwh9vvKY+yZX5ZZZb3UaLMz5XvbU7r9VIiIiIiIqNO3ZmpB6oMEIf+G9hgqG0AYYJoFWAN2q89GtRgagvyr5eCgmV+BbopxsBa7voixgGLo2BKRERERASoP5i6v4ZxXqJzAJFufDs0wZQJolWxbcuLBCJF10xtAHjky0x5FN9rahN3bNd2XURERERkVKklmDJBtBSwKhUzU87LdC5ty2rkMIit0Se5Y5FgquiaqbzdFGN3LLpuajy2E2CVbo0iIiIiIiNGXZmpNMvRq8zUU8Djbc4PXGaKeS3Fy2Sm8q6ZyhtM3eeORYOpTYB749B/OfNKEREREZFRoK5gal13rCMz9RLZmakbOzS6GMTW6JOAu+PQf67Ae8pkph7PcY+HsV0FTYG5gM1M3V7wPSIiIiIiI1ZdwdQ67lhHZupl2gQQJogWBibQea+mQcxMTaL1RrdtxaH/JvAqxYKpzBI81+Tjfuwaq1xMEC0CjAVuy/seEREREZGRrs7M1JvAIzWM1Skztb4716kr3mvAYiaIvBrmUpkJopWxX58yXfCysnSNcgVTzh3Y7nx5rY/N9ikzJSIiIiLi1JmZerjNJrpFtc1MMa/5RFYwBbBIDXOpQ9p8olBmyslaPwaACaLlgbeQP5i6HRjrMn15pJ38lJkSEREREXHqzEzVUeIHnQOIzbEZsE4P9XPccVBK/XbDrlGaXuK9uYIp8jefSN2G3TMqbxOK8e54R87rRURERERGvDozU3U0n4DOrdE3A+7K6CiXZqYGJZjaD7iyYPOJVFab+FTRYCot19uk41XzbAI8FIf+CzmvFxEREREZ8SoHU65UbAy9y0x1KvGDAQqmTBAZbMOMc0oOUSQzlQD35Bw3DabGd7xqng2BmTmvFREREREZFerITK2OXZ/U1cyUCaJlsR3oOnXyg3nB1CC0R/fdsRfBVByH/qt5BnVZskfIn5nagPyBmoiIiIjIqFBHMJXuMdXtzNREd8zqijcwmSlsid9dcejnLb9rViSYKnqP28iRmTJBtBywKgqmRERERETmU0cwle4xVWdmahETRM2Zpbxd8QYimDJBtBKwO/CPCsNkrplyLeDLBFO3A+NztJBP96NSMCUiIiIi0qDOzFRdwdRL7tgcREwCHolD/7GM9w9EMAUciC01PLXCGHkyU2sCy1B8TdNt7n1jMq5TMCUiIiIi0kJdmalna+z0lnbqaxVM5dmraVBaox+Kzf7cUGGMPMFU2T2g8jahUDAlIkPH87ydPM9T4xwREemqujJTda2XgnmZqblBhAmipYFxZK+XggHITJkgWhfYCTglDv2kwlB5WqOnwdDtHa9aUBp85QmmnlBbdBEZVJ7nxZ7n7dH4WpIkVyZJMrZfcxIRkdGhrsxUXSV+0DozNRHwyJeZ6nswBbzXHauU+IHLTGWsa9oEeBZ4vMjAceg/CTxFdkc/dfITEREREWlhKDJT5G8+AX1uje4Cn/cBV8WhH1cc7iXs96hTYDgeuL1kBux28mWmFEyJyFDxPG9Xz/Meavj9lz3Pe9jzvBc8z5vped7u7vVtPM+72vO8WZ7nPep53i89z+t3mbiIiAyJRaq82QTR8sBydD8zdSBwTxz6j+R4f78zU1tgsz1H1DBWY2DZbg+pTYCzS45/G3CgCSKvVTBmgmhxbIMKBVMiMrQ8zxsLfAqYnCTJI57nGWBhd/oN4PPAdGBt4DzgSOC4rHHj52M+eP4HuzFlGUIzn5nJ2JVUWSoy2lTNTNW9xxQ0ZaZMEG0D7Aj8Iuf7+x1MHQq8DpxRw1jtmnEAYIJoVWAViq+XSt0OrITdR6rlLbA/IwqmRGSYvQEsDmzied6iSZLESZLcA5AkyXVJklyTJMnrSZLEwAnALn2cqwypsSuNZd/19+33NESkxyplpqh/jylYMID4PPAc8Puc7+9bNz8TRAsB7wHOi0P/6RqGbFXy2Cgt0SvayS+Vvm8T4IkW5zd3x1tLji8i0ndJktzted7ngGOBTT3PuwD4gstSbQz8BNga+2/tIuQrKccsZzhx7xO7M2kRERkKVTNT3Qim0gBiRxNEvwUOBv6vQDe5fmamtgTWAs6saby8wVTZzFRWR79J2OD0lpLji4gMhCRJTk2SZEdsRUUC/I879WvgDmCjJEmWA76KbXgkIiKSqWpmagz2YbtQJ7kMT2FLMr7oxv4p8K0C7+9nMLUf9n/S59U0XscyP2ACMBt4sOT4jwAv0L6j3yTg5jj0X2tzXkRkUCzqed4SDb+f+/83t2ZqLeAq4BXsv63pmqllgeeBFz3PG4dd7/pkT2YsIiJDr2pmagzwcBz6b9YxGQBXHrcB9kF+3Tj0vxiH/uwCQ/Szm99+wDWu7XgdsjJTWwE3lP36u6YTNzOvW+Jcrith3o2SRUT67VxskJT+Orbh3OJAiP2w7jFgNeAr7txR2O0sXgB+A5zem+mKiMhIUDUztTblsyJtxaF/P+WbWvQlM2WCaA1szf3Xahy2bTBlgmhh7P5bv6l4j8uBL5kgWiYO/RcbbwGsiIIpERlwSZKYjPM3Adu0OXcFdlP4RsfUMzMRERnp6shMPZR5VW/1q8zvbe54To1jpsHUci3OjcMGWVWDnUuxQfWOTa+n2arrK44vIiIiIjIilQ6mXBlYVzJTFfU8mHJfi09hGzXcXOPQ92Br+d/a4lyRjYw7uQq7Nm23FuO/Tr1/HhERERGREaNKZmpVbMAyaJmpfrRG3x3YDPhJq81vy4pD/xXgLOBdJoiam1Bshc1czax4j5eAa2gIplwJ4b7ATW4OIiIiIiLSpEowNcYdByoz5YKZ1+ltMPUFbEfDU7sw9p+w3abe1vT6JGBGHPpv1HCPS4FJJojWdL//MHaPqR/VMLaIiIiIyIhUJZha2x0HLTMFttSvJ8GUCaLVgX2AE+LQf7ULt7gM28L8/Q33XBy7p1VdzSH+BrwJ3GaC6BRs16vLUVcrEREREZG2RlxmynmN3rVG39cd/9qNwV3m6XfAfiaItjdBtBBwMrA08M+a7jED2AIbuO0AxMCRdZYsioiIiIiMNFVao6+NXZ80iJsb9iwzhd1b6kHgpi7e44fAh4BfYwOdA4Cj49C/qK4bxKF/G/D2usYTERERERnpqmamHqpzw94a9SSYcuV2bwXO6WYWx+3/9EVs9mhP4Gjg/3XrfiIiIiIikq1KZmoQ95hK9SoztQu23K7OvaXa+QvwCnBtHPqP9OB+IiIiIiLSQdUyv6vrmkjN5tCbYOpQYDa2G15XuczX37t9HxERERERyadUmZ9rgrAWozgz5dqIvwf4fRz6L3fzXiIiIiIiMnjKrplKN+wdxE5+0Jsyv09iM3vHdfk+IiIiIiIygMoGU4PcFh263BrdBNEKwBHA3+LQv7db9xERERERkcFVNpga5A17ofuZqW8DywPf7eI9RERERERkgI3kzFRXgikTRJtjS/yOj0P/hm7cQ0REREREBl+VzNRrwFM1zqVO3ezm9y3gOeAbXRpfRERERESGQJXM1KBu2AtdykyZINoIOAD43zj0n6l7fBERERERGR5VMlODul4Kulfm91ls1ut/uzC2iIiIiIgMkbKb9o4BrqpzIjWrLZgyQbQqttnE24APA3+KQ/+xOsYWEREREZHhVTiYatiwd1CbT0BNrdFNEK0L3Mm8wOwi4OtVxxURERERkeFXJjO1GjZQGQ1lfoe6cT4B3A5cGYd+UsO4IiIiIiKl3fbo8xx8wtX9nsZAO2DiWrx323W6eo8ywVS6x9SgZ6YqBVMmiDzgfcC/49A/oZZZiYiIiIhI19326PMAAxlMpXtMDXJmqo7W6BOB8cARlWcjIiIiIlKjTdZYjtM/vn2/pzGwepW1K9PNb9A37IV6yvzeiw3Kzqg+HRERERERGWnKBFNbYTfrHdQNe8EGU4u4Zhll7QVcEYf+0zXNSURERERERpAywcb2wNUD3ojhNXcs1dHPtUPfDLikthmJiIiIiMiIUiiYMkG0MrAxMK0706lNpWAK2MUdL61hLiIiIiIiMgIVzUxt546D3ocxDabKrpuaCrwITK9nOiIiIiIiMtIU7ea3PfAGgx9kzHHHn5kgioFTgU8DM+PQ/1mO9++G3VNqTuaVIiIiIiIyKnXMTJkgWrfppSnAjXHoz+7elGrxqjseBHwduA3b4vw4E0Qf7/RGE0RrAeNQiZ+IiIiIiHSQVeZ3jQmi5QBMEG2MLfMb9PVSAH/HBlEbAlsDx2DXep0L/MoE0f4d3nugO57T1RmKiIiIiMhQyyrzewtwjAminwLnY9cRHdftSVXl2pl/z/32QeA6ABNEB2EzTqebIJoah36rtV/vA66PQ//2nkxWRERERESGUlZm6rfAZ4E7gNWA/eLQv6frs+oSV57oAw8Dp5kgWqrxvAmiscAk4JQ+TE9ERERERIZIVjD1VeB+4CJgyzj0/9v9KXVXHPpPAh8C1gGCptPvB94ETuv1vEREREREZLh0LPOLQ/8p7LqjESUO/StMEJ0KHG2C6C9x6N9igmh14DPAOXHoP9rnKYqIiIiIyIArus/USHIU8Axwngmi8cCPgMXd6yIiIiIiIh2N2mDKZZ/2BZbHtk5/H/DjOPTv6uvERERERERkKIzaYAogDv0Z2I2IPwUcBhzbz/mIiIiIiMjwyGqNPuLFoX8rcGu/5yEiIiIiIsNlVGemREREREREylIwJSIiIiIiUoKCKRERERERkRIUTImIiIiIiJSgYEpERERERKQEBVMiIiIiIiIlKJgSEREREREpQcGUiIiIiIhICQqmRERERERESlAwJSIiIiIiUoKCKRERERERkRIUTImIiIiIiJSgYEpERERERKQEBVMiIiIiIiIlKJgSEREREREpQcGUiIiIiIhICYv0ewLDxgTRYsBYIAHuiEP/9T7O5ZPAO4AD4tCf3a95iIiIiIiMRspMFfcL4CbgZuCr/ZqECaItgeOA3YGwX/MQERERERmtFEwVYIJoQ+DDwGnAlcAnTBAt2od5LAycBDwFnAh8ygTRrr2eh4iIiIjIaKYyv2KOAV4DPg9sDfwTOAA4s8fz2BzYDBvY/RnYF/gUcFmVQU0QrQZ8GVs6+Hfgh3HoP1pppiIiIiIiI5QyUzmZIFoVOBT4VRz6jwHnAfcDR/RhOlPc8eI49F8GzgB8E0TLVhz3b8BngQeBTwM3mCDatOKYIiIiIiIjkoKp/HbAfr3+ChCH/hvAb4GpJojW7fFcpgCPAA+4358GLAHsX3ZAE0QbuHG/Eof+LsBE4E3gMhNE61WarYiIiIjICKRgKr8p2BK/6xteO9UdD+rxXHYAropDP3G/vxp4CDi4wpjpe08HiEP/FmA3YHlstmogmSDa0ATR3SaIvtDvuYiIiIjI6FJbMGWCaBUTRF83QfQtE0S+CSKvrrEHxBTgujj0X0lfiEP/XuBa4JBeTcIE0VrAusC0hnm8iS3R26vC1/0QYFoc+mm2izj0ZwJnAYebIFqq/Ky7wzXi+AOwAfBjE0RH93dGIiIiIjKa1JmZCoDvYJs0nANc6xoaDD0TRItjG05Ma3H6NGArE0Qb9Wg627tj81yeBBajRFMRE0TjsA0tTmtx+tfACvQwYCzgk9gs3QeBs4Hv1rBuTEREREQkl1qCKRNES2AfaM/CPtB/CPtwfvwIyVBtBSwOXNXi3F/csVelfjsALwM3NL0+xx3LtGrfzh0vbHHuSuA24AMlxu22d2HLLk8Cfo79s+/R1xmJiIiIyKhRV2bqQGAl4Ndx6M+JQ/9E4BvYFtuH1nSPfkq7513dfCIO/YewpX779XAu18ahP6fp9fT3Zdrdj8euB7un+YRbl3UrMFBZRlfitxW2NDEB/g08D/h9nZiIiIiIjBp1BVMfB2YClzS89mPgRga4eUEBOwD3upborUTAtq59ete4dUtb0TpDViUzNQ64Kw7919ucn0OFPclMEHkmiP7PBNH/M0G0RtlxmowFlgGmA7jg8gJg3xGSDRURERGRAVc5mDJBtBw2W3JaQ3e5tHX4P7DriZavep9+cQ/mU2gdwKQiwAP27vJ0tsYGNa3WblUJpsYDd3Q4P6fkuKkDgI8CXwRmmiAaW2Gs1NbueG3DaxGwBrBlDeOLiIiIiHRUR2ZqO2wg0SrYuMTdY+ca7tMv6wFvoXUAk7oeeJzul5i1LTcE0qxSoaDHNddYn87B1OtFx20YfyHg28BdwKbYwOxkE0SlM13O1sBsbEY0dZE77lhxbBERERGRTHUEU1Owm7v+p8W5a4BXgKk13KdfdnDHtsGUa01+LrY1edUgIWsud8Sh/3SLc2UzUxsCCwO3d7imSmbqAGwzkmPj0L8NOBLYBvhMyfFSk4HrXQY09Yw7Ll1xbBERERGRTHUFUzfHof988wm3J9M07Oavw2oKtrHBrRnXXYRtIb5ZNybRUG7YLqgrG0yNc8esMr+yQeLuwAvM2wz4dOw6p7eXHA8TRIsCE5m/xA/gVSABliw7toiIiIhIXpWCKddRbTs6l8BdAmxhgmiVKvfqoynANU0ZkFbSr8GUjleVtz62Y+I1bc6X7eaXBlMzO1xTuswPG/Tc2PT1uwKYbIJosZJjjgOWwJZXzuXW7L2CgikRERER6YGqmakJwLJ0bs6QnptU8V4955prbEbnYDH1APAw3QumxrvjLW3Ol81MjQcejEP/xQ7XlCrzc+ultgBmNJ2ahg2GyjaKSAPAVtnCl1EwJSIiIiI9UDWY2tYdWzVESN3mjuM6XDOoNsM217gu60KXFZnGvDVWdcsqxyvVgALbYrxTVgrKl/mth21ffmPT61WzeOOx5Xx3tjj3CjZQExERERHpqqrB1MbYh9e4wzVPAs8yL7MyTCa4Y7tsULNpwLomiNbqwlzGAY/Hof9sm/NlM1NrAQ9mXDMHWMhlmoqY6I4zGl+MQ/9R4D7KB57jgPvj0H+pxTllpkRERESkJ6oGUxtgN7N9s90FLmNzO8OZmdoUeBFbwpdHWtL4RxNED5ggetgE0edrmkuevaCgQDDl1rytBjyacWnZrNdE4A1al+NNA3YoucFup6+FgikRERER6Yk6gql7clx3B8Obmbq1U7DYZAa2c91O2FbxjwPfMUG0apVJuIAjbzBVpBxvFWxb9KxgqmzWayIwMw79l1ucmwasDowpMqDLjo2lfSt3BVMiIiIi0hOlgyn3gL8++YOp1UwQrVT2fn0ygfwlfsShPwe7Dmj9OPQPBA7FPtgfXXEeqwIrkr0XFBQLeFZ3x8cyrivbKXAiCzafSN3sjpsUHHMM9mvaLrDUmikRERER6Ykqmam3YDdHzRNMpUHA2Ar36ykTRKthg5is/aXmE4f+LXHoP+j++3bgT8CnKgaSefeCgmLB1BruWHtmygTRMsDazGtA0iz9sxTNWKbXKzMlIiIiIn1VJZjawB3zZqZguEr9ijafaOd4bKZkaoUx8gRTZdY1pcFUVmaqzNjruuO9rU7Gof8k8DTF19JlfS0UTImIiIhIT/QqmLoPeI3hakKxqTtWDaauBWYDu1UYYzzwEp277lUp8+vGmqn13PG+DteUWUs3HnjaBWOtKJgSERERkZ6oGky9See26ADEof8Gdk+gYcpMbYZt6Z6VtenIraO6guqZqZkZjTDKrGtaA3i+TYvxqmPnCabKdHkcR+cM3ctozZSIiIiI9EDVYOrBOPRfy3n9TIZozRSwFXCDa+1e1aXAOBNEa5Z8f1YAAeXXTOUJFstmpl4GnuhwzR3AqiaIVi4wblZXw1dQZkpEREREeqBqMJWnxC81E1jfBFHR9to9Z4JocWBzbIleHS5xx11LzGUp7PqjTp38oHyZX1aJH5RbM2WAOCMYTYOiXNkpF3StSuevhcr8RERERKQnehlM3Ynd02i9rAsHwObYwGF6TePNAGYBe5Z478aAR3ZmqmwDijzBVNkyv04lfjAvKMpb/plmNrPK/JYsuRmwiIiIiEhupYIpE0RLYDMEDxR420x3HIZSv8nuWEtmyq0Zi4ADTBAtVvDtaaDRjTK/1elumV9WMHU/8Cr5101ltUUHG0wtRPE9sURERERECimbmUrX/jxU4D13uuPGJe/ZS1sDT1IsWMxyOnbj3T0Kvm8cttHHXRnXFQp4TBAti90nrPYyPxNEKwLLkxFMuSDzDua1oc8yDht83d/hmlfcUaV+IiIiItJVZYOptd0xdzAVh/4z2H2FhiUzNb2m5hOpC7GlfocUfN844L449F/JuK5oKV7eDXsbx86bmcrTyS91I7BFznHHY7savtHhmpfdUcGUiIiIiHRV1WDq4YLvm8mAZ6ZMEC0NbEJ9zScAiEP/VeCvwNtdmWRe48luPgHFA550j6kiZX55AzXjjnmCqRnA6iaI3pLj2jxdDRVMiYiIiEhP9Cwz5dzJgAdTwI7Yr8s1XRj7DGBZcu45ZYJoYezXKyuAAEizNXmDqV5kpuIc185wx47ZKReAroeCKREREREZEGWDqbWwm72+UPB9M4E1TBAtV/K+veBjH8gv68LYlwEvuXvksR6wODmCKVeS+DrdyUwV7RS4DvBCHPrP5rj2RnecmHHdWOzPa1aWLi2H1Ma9IiIiItJVVTJTRUv8YF4Tio1K3rerXDttH7gkDv2Xs64vyq17+hfg52zdvZU73pDzFnMolpmag13HlmdcCoy9NvBgngvdWroHyV43ta07ZrWrV2ZKRERERHqiSjBVtMQPBr89+lhgfWwb826JsJvwbpLj2snAa8AtOceeQ7EGFI/lbLJRdM3UGIr9fMwgOzO1A/AE2XubKZgSERERkZ6oUuZXJpi6B0gY3HVTafldN4Opc5vu1cnWwIw49F/LOXaRzFTePabScSkwdu7MlDMDGGeCqFMANAWYliP4UzAlIiIiIj1ROJgyQbQINqtRuMzPlbndz+BmpvYGbo1Dv879peYTh/5D2HVCHYMpE0QLAZPILmtrVLTML0/zCSiwZsptSrw6xYLtG7A/i1u2GXM1YENgWo6xtGZKRERERHqiTGZqdfe+MpkpGND26CaIFsd28vtXD24XATu4zW3b2Rjb+a9Ii/YiDSiKBFNFMlNrAB7Ffj6udMfd2pyf4o5X5RhLmSkRERER6Ym8a2AareWOZYOpO7GBhFfzprgAmCDanvnXI10ch36c463bYbMZl9Y9pxYi4KvAW4HT21wz2R1rz0yZIFoUWIXiZX55fl7Stvm5y/zi0H/KBNGN2Jbx32txyRTs2rHrcwynYEpEREREeqJMZqrshr2pmcAyzNvnqDYmiNYALgF+2/BrugmiluVjTXYD3gQur3teLfwH20WvU6nfZGA2+TbsTeUt80s3yO1GZmqMOxYNti8BprTZ0HhP4FpXJppFwZSIiIiI9EQ/gqm0PXo3Sv2+is2ebIvd62gSNiC5xATRBhnvnQpcH4f+rC7Maz5x6L8BnA/s4zbmbWU34D/u2rzydvNL95iqfc0UJTJTziXYzOB2jS+aIBqL7fR3Zs5xtGZKRHLzPO9Yz/NO6fc8RERkOJUJpjYCngeeKnnPNJiqtQmFCaJ1gI8BJ8ah/9849B+MQ/96YFfsGp6T2gUuJoiWwj7EX1LnnDKcgy21273FfNYBJjCv819eeTNTaVawG2V+Y7Ab9j6fc+zUFcAb2KC20cHYDpBn5BwnDaaUmRIZoTzPiz3Pe9nzvBc9z3vW87zI87wxOd63q+d5ZUvURUREFlAmmBoH3FFhvdOD2AfeujNTHwcWBr7b+GIc+vcBn8buU/S5Nu89BBuEXFjznDo5G1sKd2yLDXzLtmgvGkx1o8yv1B5kLvi6GjjUrelKN1E+BLgyDv1cmdA49N8EXkXBlMhI97YkSdKS8ceBX/R5PiIiMgqVaUAxngod7+LQf9ME0V3UGEy5h+6Dsc0mWrU1PwV4H3C0CaJfNO7b5Fp5H4PtmtezzFQc+q+YIPoucDywD/NnoXzgXuZtcpxX3m5+aZnf4znHTUsN866ZKlril/of4J/A4dj1bj725+2XBcd5GQVTIqNCkiSveJ53JnAcgOd5i2Mb2RwELA78Dfg89sPD84DFPc970b09/f/QYp7nnQy8A3gAODxJkszmP/c+OZuDT7i6xj+NiEg+tz36PJussVy/pyEUzEyZIFoOWJNiTRFamUm9ZX6TgA1o0xnPZdF+BqyG/Z9low8D6wLHdKO7YIYTgfuAH6WNF9zGtVOBqMR8imSmns67GbCbR95ArVRmyomwzTmOMUH0LeAs7Ia+RdczvILWTImMCp7nLYX9MO0a91KIDZImYvenWws4JkmS2dgPrh5JkmQZ9+sR9579gdOAFYB/UPwDHBGRntpkjeU4YOJa2RdK1xXNTI1zxzsq3vdO4B0miBaNQ39O5tXZDsEGEn/rcM0FQAwcgQu6XADzNexmsBfUMI9C4tB/zQTRJ7FZqW8DR7tfS2IDiaLmkC8jU2SPqcaxO/68uPK81SmZmYpDPzFB9BVs5vMYbNnffiXWXykzJTLyne153uvA0sCTwF6e53nYtbObJ0nyDIDned8HTgW+0mGsfydJcq67/o+0Lwmfz/qrLs3pH9++/J9ARESGXtE1U2kwVUdmamFg/YrjpN4NXBiH/rPtLnBd8Y4HdjFBtK97+ePYTy2/3oesVDqv84ATgKNMEJ0IfB04JQ79Mi3a82amVid/84kiY69J8Q175xOH/qXYh6NlgR3i0H+mxDAKpkRGvrcnSbICNgv9Key2FmOApYDrPM+b5XneLGzn1FUzxmr89/AlYAnP88qUwYuIyChT9H8W47HlXvdWvG9je/Si64LmY4LoLdgyveNyXP5rbDnI30wQ/QT4EHCpe4Dvpy9ivxeHY9cxfabkOEXK/O7MvGp+ecr80rbolbpl5dxPqhMFUyKjRJIkbwB/9TzvBGxX1peBTZMkadW0pi8fmomIyMhVJjN1dw2leXW2R9/CHW/MutCVi+2OXZcTYOvjv1rDHCqJQ392HPofAQwwuVOGLUNmwOOadaxOuTK/rGAqbU1ctgFFXbRmSmSU8KwDgBWBW4HfAD/1PG81d34tz/P2cpc/Dqzsed7y/ZmtiIiMNGWCqaolfrjSraeop6PfRHfMDKbcvZ8FdsEGBkvFoX9Nxlt6Jg79h+PQLxrkNMoT8KwILEa5Mr+sTGYtmakaKDMlMvL903Xlex7bve/wJEluBb4M3A1c43ne89g1mGMBkiS5A/gzcK8rA1yzP1MXEZGRIneZn+sytyHw15rufSf1BVMPFFlb09CdbqTJE0wV3WOqyNhrA+nDTT+9jN0QWURGoCRJTIdzr2ArDlpWHSRJ8qGml45tOh9j136KiIhkKpKZ2hobfP2npnvX1R59C2z7bMmXPUr3mCqamcqzZmoM8GC/mnk0UGZKRERERLquSDA1xR3r2qHwTmB1t3dVKS5bNo6cJX6jQLczU3nK/Ppd4gc2mNKaKRERERHpqqLB1J1x6D9Z073TLn5VSv0mYP8MMyrPZmTIE0ylmaluNaDod/MJsA0olJkSERERka7KFUy5DnBTsJvb1iXd+HfTCmNMdMcZlWYycuQpxVsDm7l5oc6xGzbsHZTM1LImiNSxS0RERES6Jm8Dio2wC/rrDKbuxD70bpF1YQdbYJsdxHVMaATIW+b3aIl1TVljV96wt0Z/Bz4J/MsE0f8w/94yzwCXx6H/Zl9mJiIiIiIjRsdgym1sexS2lTjAVXXdOA79N0wQ3UK1YGoicJMejOfK24CiTPv1rLHTtuh9L/OLQ/8yE0TvBM4Czmhxyc0miP6NbcLxwxo2CRYRERGRUSirzO/z2FboP8aW5d3R+fLCZgATXRlhISaIFkKd/JrNARbN+HquQfFOfnPH7nB+UPaYAiAO/XOwa7g2b/p1GPAG8G7gW8DfTRAt1a95ioiIiMjwyspifAf4BrYkb48uZIBmAB/FPogXzWisDyyDgqlGc9xxYdrvo7UGdhPLol7Hfr3bGeOOfc9MpeLQfwJ4ounlm4E/Apgg+iDwO2ym6rvAHwagrbuIiIiIDImOmak49I8B3grsEIf+w124/wx3LFPql75nRqeLRpk0gGqZQXKt5JenfJlfp8zUGAZjw97c4tA/EdgbeBb4PXBcmSypiIiIiIxOmd384tC/KA79p7p0/5vdcWKJ907ElmvdWtdkRoA0M9Uu6Cm7YW86dqdM5rrA/cOW2YlD/0JgMvAT4DPAP0wQTezrpERERERkKBTZZ6p2cei/ANxN+WDqDjUPmE/eYKobmal1gftLjNt3LgA8CvgSsDNwvQmij/Z3ViIiIiIy6PoaTDk3AFuXeN9EVOLXLA2m2mWQ1nDHMpmprD2s1gUeKDHuQIhDP4lD//9h/xznA/9ngugjfZ6WiIiIiAywQQimrgbWNUG0Zt43mCAag21aMb1rsxpOWZmptONemfVvbTNTJoiWBVZkSDNTjeLQnwW8A7gQ+KUJok36OyMRERERGVSDEEylGwFvX+A9u7njJTXPZdhlBVPrYjdKfrLk2O0yXuu449AHUwBx6L+KbaH+AnCyCaKsjZBFREREZBQahGDqBuAVYIcC75kKPA3c0pUZDa+O3fywQc8DJZtEdFozta47johgCiAO/ceBTwCTgK/2eToiIiIiMoD6HkzFof8acC0wJc/1rnX1bsClXdj3atjlyUyVDXg6rZkaccEUQBz6ZwGnAN8wQTR3XZ8JIs8E0S4miLL2aRMRERGREazvwZQzDdjK7YOUZX1shuXS7k5pKGU1oKgSTHUq81vXnS/TJXDQfRrbsONyE0S/MEH0ZeAq4DLg4H5OTERERET6a1CCqauwWY/JOa6d6o5aL7WgtpkpF6iuRrVgqlNm6sGRmCl0DSl2Bs4EjgBCYC3gSOCs/s1MRERERPptUMqUpgEJ9qH1ioxr344NCGZ2eU7DqFOZX9okomz78qwyvxFV4tcoDv17gcNNEH0M+3fm5ZEYOIqIiIhIMQORmYpD/2ngRuZlnVoyQbQy8Fbg9JJNFEa6Tg0oqq5rmgMsZIKo1c/MiA6mUnHovxqH/mwFUiIiIiICAxJMOZcAU0wQLdHhmndiMwOn92ZKQ6dTZqqOYAqaspkmiBbDbgY8tBv2ioiIiIiUMUjB1KXA4nTeb+oQ4C5sO3VZUFYw9QblNuztNLYBPODekuOKiIiIiAylQQqmrsA+7O/W6qQJojHArsBpKvFrq1M3v3WAh+PQf73FuTzalRBu7I53lhxXRERERGQoDUwwFYf+88B1wO5tLvkoNgPy+55NavhkZaaqrGtqN/ZG7nhXhbFFRERERIbOwARTznnA9iaI1mh80QTRosBHgPPi0I/7MbEh0SmYWo96gqnmrNfGwLPA0xXGFhEREREZOoMWTJ2OzT4d2PT6u7BNDn7d8xkNl5aleCaIVgHGADdVGLtTZuoulV6KiIiIyGgzUMFUHPq3Yx/4D0lfM0G0M/Bb4FZs5kraaxfwTHLH6RXG7rRmSuulRERERGTUGZRNexudBnzfBNH62NK0f2LL0/aMQ/+Nvs5s8LUrxZvsjtfXObYJoqWwGS+tlxIRERGRUWegMlPOacBr2Pbn5wD3ALvGof9oX2c1HNplprYGZsah/1zNY2/gjspMiYiIiMioM3DBVBz69wHbAhcC04Dd4tB/vL+zGhrtgqnJVCvxazd22hZdmSkRERERGXUGscyPOPRnsGATCsm2wLomE0RrAmsC19Y9NmqLLiIiIiKj2MBlpqSSVtmjrd2xrsxUYwC+DfCQ2yNMRERERGRUUTA1srQKpj6G3QeqSvOJBcY2QbQssA9wdsVxRURERESGkoKpkSUtxVsEwATRdoAP/CgO/ZdrGjsN1PYHlsDuDSYiIiIiMuoomBpB3Ma5jwCHmyDaBfgp8CTwixqGb856HQI8hG0SIiIiIiIy6iiYGnkOAJYDLsNu1vulOPRfrGHcuWumTBCtDewFnB6H/ps1jC0iIiIiMnQUTI0wcehPB3YGvgmsH4f+STUNnQZTiwG/c7//dU1ji4iIiIgMnYFsjS7VxKF/C3BLzcOma6a+j91f6sg49O+p+R4iIiIiIkNDmSnJ6z7gX8BLwC+B4/s7HRERERGR/lJmSnKJQ/8lYM9+z0NEREREZFAoMyUiIiIiIlKCgikREREREZESFEyJiIiIiIiUoGBKRERERESkBAVTIiIiIiIiJSiYEhERERERKUHBlIiIiIiISAkKpkREREREREpQMCUiIiIiIlKCgikREREREZESFEyJiIiIiIiUoGBKRERERESkBAVTIiIiIiIiJSiYEhERERERKUHBlIiIiIiISAkKpkREREREREpYpN8TEBkUJoiWAXYHNgR+GYf+q32ekoiIiIgMMAVTIoAJooWBq4DN3UtjgM/1bUIiIiIiMvBU5idiHYANpD4D/BL4rAmit/V3SiIiIiIyyJSZklHPBJEHfAm4F/gV9u/FVOCbwD/7ODURERERGWDKTInA9sB2wE/i0H/DrZX6IzDJBNHa/Z2aiIiIiAwqBVMi8HZgDnBSw2t/d8f9ej4bERERERkKCqZEbAe/q+PQf7HhtTuAu4H9+zMlERERERl0CqZkVDNBtBKwJXBx4+tx6CfAP4DdTRAt24+5iYiIiMhgUzAlo91ugAf8q8W584DFsGuqRERERETmo2BKRrvdgReBa1ucu94dt+jddERERERkWCiYktFuN+DyOPTnNJ+IQ/8Z4CEUTImIiIhICwqmZNQyQbQUMBb4b4fLbkTBlIiIiIi0oGBKRrPx2PVSt3S45kZgnAmiJXozJREREREZFgqmZDSb4I5ZwdQiwCbdn46IiIiIDBMFUzKaTQBeBe7pcM2N7qhSPxERERGZj4IpGc0mALfFof9Gh2vuBl5GwZSIiIiINFEwJaPZZnQu8cMFWjcBE3sxIREREREZHgqmZFQyQbQisBYZwZRzHbCVCSL9fRERERGRufRwKKPVpu6YJ5iaDiwLbNS96YiIiIjIsFEwJaNVnk5+qenuuHWX5iIiIiIiQ0jBlIxWE4AXgAdzXHs7tgmFgikRERERmUvBlIxWE4Bb4tBPsi6MQ/914AYUTImIiIhIAwVTMuqYIPKwwdTNBd42HduEYuHuzEpEREREho2CKRmN3gKsTL71UqlrgaWA8V2ZkYiIiIgMHQVTMhoVaT6R+q87blfzXERERERkSCmYktGoTDB1F/AUsEP90xERERGRYaRgSkajCcATceg/mfcNrlHFNGBK12YlIiIiIkNlkaoDmCBaCPgQsCRwETAzT4c0sUwQvR3YHdum+8dx6D/d3xm1ZoJoeeCLwIrAvcAJcei/1N9ZlTaBYlmp1FXA/iaIVi0SiEk1JoiWBl6LQ39Ov+ciIiIi0qhSMOUecv4EHNDw8oMmiL4Uh/7plWY2CpggOgQ4FZiNDUanmiDaIw79F2u+zwbA14D1gCeB98Wh/1qB928InANsBDyHDai+aILIj0P/xjrn2m0u+N8U+H2Jt09zxynA32ublLRkgmgJ4BvA54GfA0F/ZwSum+Oh2H/zpgMnx6H/cA/vvwjwAWBX4LOD+uGLiIjIaFG1zO8oYH/gs8D6wMexD9u/MEG0ZMWxRzQTRJsBJwNXAqsB7wYmA7+t+T5vx246ezC2i92BwAYFh/ktsCowNQ79lYCdgcWAn7k248NkHWAZymWmpgOvMYLWTZkgWt0E0a9MEP3LPagPku8CX8V+6LNhn+eSBlIXASdhfwa+D/y4h/dfEbga+A02oItMEC3Tq/uLiIjIgkoHU+4h+nDg4jj0fx6H/n1x6P8f8Cnsg/fhNc1xpPoAkADvjEP/5Tj0zwb+BzjIBJGp4wauNO/XwK3Yh9EvulPLFxhjPWAXbAni5QBx6F8JfMe9vkcdc+2hMs0nAIhD/xXgOmBqrTPqE/fzMQM4AltqunJfJ9TABNHa2H9L/oD9muf+me2iI4DdsB8erQlcCqzdixubIFoK+CewOfBe4J104cMXERERKaZKZmoHbNnYyU2vX4Hdk+cobXDamgtEDwQubCrTOR4bYH20plt9C5uN+mgc+o9is4YAKxQY433ueErT6/8H3A98u8oE+yANpm4t+f7TgUkmiCbWM52+Ogr78/Fz9/sV8rzJBNF2JoimmyC6w2W0vuhK8ur0dey/T9/C/tz2NZgyQbQ68D1sZuoXcei/CTwGrN6jKRyFLS89NA79P8eh/zfgMGz2TkRERPqkSjB1GHatz98aX3TNJ36KLSXbvsL4I9m2wBjgjMYX49B/AIiAD5sgWqzKDdzD3yeB/4tDf7p7eZY75nowdUHfYcClbm6Nc30VG1BtZ4JoYDIaOUwAHohD//mS7z8ZeBn4RH1T6j0TRKth1yL9BbjAvbxCjvdtCpyLzT7fiC1R/X/AaXWVCZogWgn4IPC7OPRjCgRTJojWNUG0hfvz1ekIbHnopxoa7PQkmGqqAjgzfT0O/T/FoV+mXFVERERqUiqYcov43w38rU2zhIvccZeyExvhDsSuvflHi3PHY7MFb614jw9h15r8pOG1opmprbDlgc1ZqdRV7jhMQXPZTn4AxKH/LHAa8D4TRMvVNqveOwrb9OQY5gXZK3R6gwuWzgJeBXaLQ//gOPQ3Bz6NbchQ1/qhg7Fr8k5wv88VTLn1gfdhSxcfN0F0vQmirapOxgUzBwGXx6F/Z8OpR4GlTRAtW/UeGaZg16T+scv3ERERkYLKZqbGYTu6XdzqZBz6T2EfWHcuOf7AMkG0swmiL5gg2rpM8wX3nncAF8WhP6vFJZcAc6jwtXPllR/HfpLd+PCXBlN5S6Z2dcfz2py/FnidIWnIYIJoUWA8FYIp51fA0sBv01JWE0Q7miA63QTRPSaIdqw4z7VNEF1ugug5E0QPmCDyK863efzlsZm1v8ShP5OcwRQ2OzIW+EQc+vemL8ah/0vs2qaPug6fVR2G/R6lnSIzgynXiOEXwM3Au4CvYLNn55sg2qjifDbF/pt3RtPrj7ljt7NThwMvAX/t8n1ERESkoLLB1Hbu+J8O11wO7OAeYIeeCaJFTBCdhf1z/RgbSPytxKfSG2HXmkWtTjY0OaiyOeze2K51xze9Pht4g/zB1C7AXW691QLcPlPXMyTBFDbLthgVgylXNvklbIbxbBNE3wMuwzYnWB9bxlmKW4s1HZsVPBl4BvinCaI6ywo/BiwL/Mj9fpY7tv25cGuivon9O98qo/oHbKarUuBngmhj7L8vJzeU0z0HLJFR+voNbDOIT8Sh/9c49ENsUw0POKti18mDgDdZMJjpejDl/v08EPhr3VsmiIiISHVlg6ltsQ84MztccwX20/stS95j0OyH7aD1A2Bd4MvutYsLPqjt447nd7jmKmBrE0SLl5kodr3JEzTtheQeTp8j39qYhYGdsN/HTq4CJldd49VmDiubIPpAje2fS3fyaxaH/v/DNknYEdu++1xssPY6sEqZMd1+XhdgM5PbxaH/aWxQfQFwnNsvrBJXqvc5bNbyevfyLHdcocNb34Vd5/eNNpty/xt4HPvgX0X6/lMbXuuYUXXbMHwcOC0O/avT111W9mhgM6plyQ/Elvg93vR6LzJTk7HfF+1rJiIiMoCqBFP/dR2t2kkfwkfKuqlPAA8Dx8Sh/0Ac+j/EtgefDBRZO7M3MDMO/fs6XHMVsDgwqegk3eL9twGnxqE/p8Uls8iXmZqAfYi7POO6acAS1Bw0myB6P3APcCIwzbVor2oiNjN3Rw1jEYf+97ClZBsAb3dNLZ6iRItxF5D/FVgY2DMO/VvdPV4CPoxdY/fLGvb12hXb1vvXDa+9jA3gVujwvn2wGz63K+19AzgT8CuW+u0BzGjaCDcNptr9PXsb9mf6dy3OnY79mS+V2TNBNBZb4teqxK4XwdSe2A6fl3bxHiIiIlJS4WDKPShtRucSP+LQfwy4i+EpAWvLZQT2An4Th/7rDafSgChX5zD3CfqudM5KgQ1QoFyp30HYUrbmlvWpXJkp5gXBeTJTYLNYtXCdCE8AbsMGEmOwpW5VN5neFrgxDv2XK44zVxz6r8ehf2/DBwtPUS4zNRH79+orcejPF+zFof8ItlHE3lTf4+pAbLnnuQ3jJ9iAY4VWb3Bf972ACzI+QDkDW+q3d5mJub2UprBgwJa11u8w7AcdCwQcLhg9CXhXyQ5/+7tjq9LGp7HBebeDqeuatlAQERGRAVHm4XSSe1/HYMq5CdikxD0GzYewD03NG2SmZT9vyTnOTtgszgWdLnLlRPdQLhBNF+/PaHM+b5vpnYH749C/v9NFbj3VTOrdyPbrwKLAYXHo/x7b4n1TYN+yA7qyxW3I93NbxdOUC6YOwv6M/a3N+ePd2EeUnFda4vdO4J8tAspZtA+yt8L+mfJ8CPAi5Tdy3hH7QUDuYMoFSHsDp7jsWCu/wf48vavEnPbHZsoeaD7hAsvH6VIw5bpFbse87qgiIiIyYMoEU9u4Y56H0tuBDSqs/RkUewLTmkqPoHgwtTP2gTkr2wNwJbBzkWyM2+9pe+D0NutaIEeZnysl25nsEr/Uxdi5Vl43ZYJoXWyDhN/FoX+3e/kM4AFs04eyxmGbLnQ7mCpc5tewifPFrhPmAlxjkhOBt5sgWrPk3HbFBkV/aXFuFu2DqX2wpWYXdhrclZVejm38UMbu2HLDK5teT/cEa/Vzuz+2NPLPHca9DXiEgiXHJohWxWbKWmWlUt3ca2oX7J9NwZSIiMiAKhNMTQQeikP/yRzX3u7uUbU18QJMEC1qgmiFbgdqrlvfVrQOLIoGU1Own3LPznHtJcBKwBY5x07Hh87BWp4yv3HYtUB5gj6wwdTSzAu0q0j3x/p++oJ7SP8pNmAr2ykvfd8gZqa2xK67am693ewE7MP1h0vMC2xmZjatM0yzaP9zsTcwPeff+YuBjUwQjSkxv92Ba1p0retU5rc3tsTvpnaDug8WLsf+/BRtFrMQnZs/dDOY2hO7nm1a1oUiIiLSH2WCqS2Yt/9LltvdcXyJ+7Rlgmg8cD/wLPCMCaJv17S/TSs7YB9gWwVTT2I/sc8MplyL423J/2CUljoV+ZR/B2w3uWs7XDOL7DK/9BP8vJmpy7Bfh7IZCWDu2pzDgH+1KKv6Lfb7XTY7lXagvDPrwoqeAlYu+NB+GDYjc3ani1ym7lLgPUUn5eazP3B+mzVjs2gRTJkgWhFbapZV4pcq83OLCaJVsB9atGpw0TKYcn+n9gTO65CJTV0BrIHtuJjX7tjv5w0drul2MHVFHPqvdml8ERERqahQMOWyQOPIH0zNxD5k1xZMuU+8L8TO/YvAOdg9Zn5S1z2a7IwNUK5uPuGaUTxNvszUFsBSzGvY0JFrOnAHxR5KpwDXZzRYeA5YLt1sto2dsWVR9+S5aRz6z2D3m6oUTGGDQUOL5hkuW/Fr4J0lN2HdDvhPRgOFOjyNDb5z7eXlmi4cDpzVrsSvyT+B8a4csohJ2C5+7UrWZtE6M7UH9u9a3mDqFuyHDEV/FvbE7gnVaoPodpmp7bAd/vLMLf1goEip387YYKZToPYY8JYamqPMxwTR2th/aweyxM/zvNjzvNc8z1ul6fUbPM9LPM8zfZqaiIhITxV9ANgEW4KVK5hynbTup97M1A+BFYG949D/SRz6B2OzFu83QbRCjfdJ7YItcWpXmvc4+YKptJlErmDKyb0WyV0zOcf46YNpy82GXQZjF7IfIptdCGzv1pmUdRi2DK1dE4ZfYFuEf7HIoO7nYgJwTYW55ZUGRHnXTR2MDWKaN1huJw0c9iowJ7BZqTdp6OLXZBatg6l9sBnB/+a5iQtWLwF2L1FS9zR2w+rmMedgy92ag6m9sWsQW7Zrb3IHNsjLtd+UCaJ1sIF9Vnb2MWzwXLgdfoa0icdABlPOfTRkST3P2wz7gVFhnuctUtekREREeqno/8DS9Ttt1ye0cDv2E9bK3F5DBwE/iUN/RsOpXwMfAd6PfeCuhcsaTMau12nncfK1Rt8BeDAO/YcKTOFibCe7bVlwUX6zrbCdArOCqVnuuHzDfzfaAJvByFvilzoV+ApwCCW+B25t2iHAme0C1zj0HzNBdApwmAmiIA79WTmH3wX7wcElRedVQtrCehXyZfY+gf07knd92h3YZhz7AP9XYF77A//ukP2aBSxpgmjxtKzMBUN7Axc1bQmQ5WJskDiOeaW+bTW0Xr+wQ0e+Vl0o9wGuzvNzEId+YoLoCmA3E0Rejg8K8pa6PuiON5ogSjPxYD9w+kEc+k9kza2NPbEbb99c8v298EfsByDp3/fDsVnl7wJ4nue7/94A+/37XZIkx7pzBhuMfQT4JhB7nvcCcH6SJHP//fA87ybgm0mS/M3zvJ9hu1Euj91243NJklzprjsW+2HfK8A7sH9HDk+SZLo7HwO/dPNdF/uhxOFJkrzizu/n5mqwDUs+kSRJ9v/nnroLTvRzf8GkTzZ7N2z9wX7PQkRGqKKZqS2wnxDfVeA9dwBjayqD+Tz2k+ifNb4Yh/712E/Oj6hhU9NG47EtlTt9Kp+ZmXIldbsC/y54//RBLs8eTnkzX2lmaoU25/dxxzyf9s8Vh/4t2LUlhxV5X4NDgWXIztD8GruX0fsLjL079ud2oDJTJoi2wjbtOD5vFtBddx4285Ore6IJovWxf3c7daVrVUq3GXadUd4Sv1TRdVMTsR9IdLrPfMGU24tsS1qXBbZzIbA2+TLlO2MDzFsyrouwTVOuwGaoFsFuuP1p4G4TRIVLX92/YXtg1w4WyQ732jXAcp7njfc8b2HshyGnNJyfjf33YAXAB47wPO/tTWPsgv1+7IXdD+x96QnP87YA1sJ+jcGuBZ2IbcxzKnCG53lLNIy1P3Cau98/sMFTo4OwHw6sB2wOfMDdZ0vg98DHsX9vTwD+4XnesHehFYDHboabz+z3LERkBCuTmbqlw6fHrdyOffhdl3mb3BZmgmgZbBezU9tkd36PfRDfBLi17H2ajHXHOzpck6fMb2dsd7x25WstxaH/jAmi28m339RU4C63WXIns9yx3Zqe/YHb49AvEjCnTgZ+aoJokzj0b8v7Jvfw+Ans3lhZm0FfZ4LoWmzg/MucD5u7A1f2aCF/Y2YqyyewQV67DZbbOR/74Lcz8K8c1x/ojmd1uGaWO66AzYgAHIDNtBQKpuLQv9cEUYz9ujc/0LaSbozbaf+15szUW92xyNzSa/fGZh862QX7M9Px3zpXgnii+zWXCaKxwJnA2SaIdotDf3qBeW6GDS4HucQvlWanLsf+Wz93+4gkSS5ruO4mz/P+jP26nt3w+rFJkswG8DzvH8AJnudtlCTJXdgPTE5PkuQ1N15joPZjz/O+jv03Oi07/3eSJOe6sf4IfK5prj9PkuQRd/6f2MAM7FYMJyRJkv7bc5LneV/FrsnrnJlcZSP4YNTxEukzZQ5FpMuK7GHkUayTXyoNbDYt+L5me2Lr8f/Q5nz6UJlrTUROY7HrTO7ucM3jwDKuJLCdA4GXaL9epZOrgCmdMnuuq1neB+u2mSm3tmhXOmcwOvkztlnHJwu+by/sz1beDM3x2E+zMzN2JojWwAbYhTJtFaSZqY7BlAmi5YH3An8uUK6YuhB4AZvNy+NA4L9x6McdrknnsELT+65yGzMXdTGwa0ajk3Qj4Q9jSwkf73BpczC1Nzbom5F3Qq5D5G3uvZ3mtDV2O4eiGbnGe83E/lw/DZxcMGO+pzsOSzD1XmyWZ74PBTzP29bzvEs9z3vS87znsB8eNP+9SMskcSV3pwPv8zxvIex6rD82jHeU53m3e573nOd5s7A/D43jNX6Q9BKwRNNarObzy7j/Xhf4oud5s9JfwBhsubOIiEhHRUrvNseWVxTd8yQNpjYr+L5mB2AXwrcrY7sX24Gu7mAqzshodNxryj1MvguIcu4v1ewq7ANup9KkydgHgzwBwyx3bLdnzyKUDKbcw/DvgI+69W2ZXKnbX7APuadkXJ46HfswdEiOa6e6Y6+CqeewpahZZX7vw+7NlbfxxFyuscsZwLuztgRwJX6TyN7DapY7Lu/eNw77dzbrfe1cjP25nZRx3T7Y0rusr8Nz2M596d+pvYALSnRnPB/YJePr9gnsz9efCo49H9eR87vYv7tbF3jrHtjscPMm4QMnSZL7sRUH+wJ/bTp9KvbfkjFJkiyP/R43B5XNH56chP2QYHfgpSRJrgbwPG8n4Ghsqd6KSZKsgP2ZqKOs+0Hge0mSrNDwa6kkSTptBC0iIgIUC6bST3OLlvw8h10MPKHI+xq5h6f9gHNdWU2r+6Qbc+5S47qpcdj27p1kbdy7C7Zk5y8l55AGr1M6XLM79qHk0hzjddoA9V3YjmdVNrb9DjaYOLbdBSaItjJBNNkE0V7Yh+5ngb3yBpvuugh4V1bmA7tgvVAGowr3c9hx496Gssbr4tDvtCdYJydjA+i3Z1x3kDvmDaZWcMcDsT9TnUoDO7kI23nxAxnXHYH9EOSfGdc1Zqa2xX6wU2S9VOo8YDHarOdy2dn3YMuJn2t1TUFnAK+Scy2h235iF/JlmQfFh4Gpableg2WBZ5IkecXzvG2wGayOXPD0JvBjGrJSbqzXsf8+LeJ53jG44LoGvwE+4TJpnud5S3ue53ue17LjqYiISKOiwdSNJUt+bqFaZmp77Cf9WRmTy7EL5jeocC9gboexjakeTH0GeIZyJX5gm308Sed1U7sDN7j9nrK0LPMzQbQdNpj6Q8E1cfNxn6b/Atuqfo/m8y6A+g+2qcf52E+Fdy3Y5RDsQ+pqdMhEmiBaCXgb8Kcqf6YSnqZzZmoK9sOFwlmpBlcCMfZBtiVX/nkkts39/RnjzXLHFUwQLYFdr3JV2eyI6xp4MvBBE0Qtu126n4V9gP9r9yFJg+eZF0wd7X5fJpi6Ehu8Hd3mQ5ejsOXEVb43c7mA7GzgPTkbhkzBrjEdhhI/AJIkuSftmtfkSODbrkvfMeT/QOlk7P8vGjPVF2D/vbgTu93GKzSUCFbh5v5R7Pq+Z7Fl3R+oY2wRERn5cgVTJoiWA3ak/BqCm4Fx7uGuDB+Yk+P+aXvpIhtztrM29qGmdDDlSqUOAP7XlWYV5jIdV2G7ty3QMMRtYjyFnGVscei/RtOePW7cX2EfMr9TZp5NjsU27TjFBNEGJogWMUG0vQmib2JLgW7FPqwfDUyJQ79MY5JzsaVYB3a45mBsN8aiDR6qeorOa6aOwAYDpcuIXHnbL7Gtvtv9vB+EXfvxoxxDznLHFbB7uW0E/KDs/JwfY9v1f6r5hFvL9kfsvw0/zDHWc8DSJoh2wP6d+lGJtWa4kt1vYz+c2KfxnAmijwNfA/4Yh/4C+11VcDI2uD4gx7U+NgNzWY33r12SJCZJkgWyZ0mSvJ4kiZckSZwkyZlJkqybJMmySZLslyTJp5IkeZ+7LnbXtWq5/wBwVZIk9zaM+0aSJB9KkmS5JEnWSJLkh41zSJLk2HTsVuM3z7fF9ecnSTLZlfitkSTJgUmSvFDH10pEREa2vJmp3bFracp8Egz2gWlRbKanjO2AGXHoP59xXbox544l79MoTyc/mNf5rFWDjaOwn6Dm6WjWycnY4O6dLc79DPvw9asC4z2H2xvLfTp/HLbN9Ofi0K/8AOECx4OxAdvd2MBhGnY/menYkr5T4tD/URz6L5a8x2xsadh722U+sKVVN1O8aUpVbTNTJog2xgY5J5dcQ9coDYC/35xlcZnVL2E7rOXJir7EvOYhnwZ+God+2WwqAHHo34HtYPllE0RzN3kxQTQem0VeBjgkDv2XcwyXZlR/j/07flyFqf0eu8byNyaIfmiC6IsmiM7FZqPOpUO2r6QLsHuOHdWpBNmV+B0O/LOOv4fDyPO8pbAZrSJ7qImIiPRNZjDlPkH+MTYDc3XJ+6QbTxYu9XNrYram815PwNwszvXMa3lbRRpMdcxMuUzPacBnTBB9IH1YMkF0KPah7DcVNu5M/QNb7jdfaZIJogOxG1R+O6NTW7MbsRvfXogNSD6J/aS/ts044tC/GVvK9kVsU4qDgFXj0N8lo2tbEcdiS7IWyLyYIHovNgj/XR/26nkcWN91hWuck4cNgF7CbWxahQtCvo3NTH6z4WfPw/6d3QK7cWxmkwb3NZqB/dDkf7EbMNfhI9iM8e9NEN1qgugyd5/lgT0LtNBPuySuCHy4bBAOc9uZH4b9O/V54P9hS4m/BLwzR8lh0fu9gf1+bEPnDpTvwmY0f13n/YeF53l7YQPlx7HNK0RERAZex32mTBD9F5sRWQ6Y6gKHMmZimxJshg08ihiL/QQ7M5hybgC+aIJosQrzTe/7AvO3023ng9gyvxOBH5ggehCb6bkUW8pWSRz6b5gg+jH2k/PfmiCaht148ivYTM9PCg75LuweLB/EZgx/Cny56jybxaF/D8XnVmT8O0wQ/Qj4qgmiKA79v8DczMfx2PLI/+3W/Ts4DltCdqUJomOwa8gWBr6OzfJ+ssaA8nfYTOw3sSV/F2C7O74d+Dn5OySCfdinzuDT7ZW2D7bhxv7YjN3PgZ/HoV9kzctZ2IYY/6gpe3oVtnX74tiGFK/UHUQ1+QM28P2mCaK3tlnD9wlsBqtXnScHSpIkF2A7XIqIiAwNL0naPze50pfXgR/Hod9588IMJohuBe6JQ3//zIvnf98HsEHKeFc2lHX9wdiAbWIc+qXLu0wQnY/NpGS1dk6vXwpb2rY7ttPYI8AXcpQm5p3PEtgH5/2Ztz/KmcAHaigXG1ru634xNgt1ErYT2KHAi8CWbm+hfsxrVezPbbrez8N+eHEqcFidDTFcJurT2LVJG2E/2T8J+EqJ1uHSJW5N1vHYErZPNAatJoi2x5bCHhWH/o/7NEUpaOutt06mTy+yH7P0XLpprzZXFhl1Dj7BFtSd/vHtK4/led51SZK03OakY2YqDv19K999nhuwG8IWtQ12zc2dOa+f4Y5bUm2tzIbYrE8ubp3Qie5X7eLQfwU41HUEWxMb5D7chxK2gRKH/ksmiHbDrks7GBtM/Qk4pkSHwDrn9SSwnwmiqdg9kdKsStF92vLcK8Fle1wHw2dH+8/FIIpD/wQTROsAX8WWs30d5gbD38euv6yli6CIiIj0RsdgqmbTscHAGgXbq08Gphf4hP1u7JqUiQXnN5frOmgoXpLYda50Me73PAaJCzQ/4n4NlDj0LwEu6eH98rTHl/75OrAq8DUTRLOxnQz3x37Q9JnRnGUWEREZRkX2maoq3Zy0ZYqsFVfatgX510uli71voloTCoNd43J3hTFERObjMoZHYPdJ+z72g5G/YjPv6mAnIiIyZHoZTM3AlmDlDqawgdSiFAimGu41sVMb4gwbuuNdJd8vItKS+8DnYGyHy7uAbwFbuz2wREREZIj0rMwvDv3ZJohuo1gwNdkdr+141YJuwHbGWpdyJXFpMKXMlIjUzmWoznC/REREZEj1MjMFdt3U5AIZo22AR4GHC95nhjtuWfB9qQ2x3eCq7g8lIiIiIiIjVD+CqVWBMTmv3wb4b4nOZLdgSwonFnxfakPgbnVEExERERGRdnodTKVrnzIbvpsgWh67cW7REr+0TflMygdTG6ESPxERERER6aDXwdQNwGxg5xzXpmurijafSM2gRDBlgmgRYD0UTImIiIiISAc9Dabi0H8duArYJcfl27hj2e3lZwDrmCBaueD71sU25lAwJSIiIiIibfU6MwVwObCpCaJVMq7bCbgjDv1nS97nBnfcouD7xrvj7SXvKyIiIiIio0C/gimwwVJLJogWw5YCXlLhPje648SC79vUHW+rcG8RERERERnh+hFMTQdeoXOp3zbA0sDFZW8Sh/4TwCMUb4++CfBIHPqzyt5bRERERERGvp4HU3HovwpMA/bqsN/U7kACXFbxdjdSvMxvU+DWivcVEREREZERrh+ZKYDTgXHAVm3O7wFcH4f+MxXvcyMw3gTR4nkuNkG0EHbNlIIpERERERHpqF/B1BnAq8BhzSdMEC0HbEeFEr8GN2I7843Leb0BlkLrpUREREREJENfginXoe8fwHtNEC3adPrD2ADorBpulTahyFvqt4k7KjMlIiIiIiId9SszBXAysArwofQFF1h9HrgiDv2ym/U2ugvb7CJvMKVOfiIiIiIikssifbz3ucC/gJ+aILoW23nvI8AY4Mg6bhCH/usmiG6hWDClTn4iIiIiIpKpb5mpOPTfBN4PvABcBzwKfAe4Bhto1eVGYIsOnQMbbYJK/EREREREJId+lvkRh/5j2M15vwh8DpgC7OQCrbrciC0nXKPTRerkJyIiIiIiRfSzzA+AOPRnAjO7eIvGJhSPdLjOYDv5KZgSEREREZFMfc1M9cjN7pi1birt5KfmEyIiIiIikmnEB1OuDfsDZAdT6uQnIiIiIiK5jfhgyrmRfMHUw+rkJyIiIiIieYymYGqsCaIlO1yzKcpKiYiIiIhITqMpmFqIeaV881EnPxERERERKWo0BVPQvtTPAEuiYEpERERERHIaLcHUPcBs2gdTO7vjtb2ZjoiIiIiIDLtREUy5TYCvA3Zqc8k+wGPATT2blIiIiIiIDLVREUw5ETDRBNE6jS+aIFoE2BM4Pw79pC8zExERERGRoTOagqm/u+Pbml6fDKwInNfb6YiIiIiIyDAbNcFUHPozgTuB/ZtO7Q28Cfyr55MSEREREZGhNWqCKecfwG4miFYBMEE0AfgMcGUc+s/0dWYiIiIiIjJURlsw9Sd3nGaC6GvAhcBLwAf6NiMRERERERlKoyqYikN/BjAVWAH4LraD315x6Mf9m5WIiIiIiAyjRfo9gV6LQ//fJojWA5aOQ/+Jfs9HRERERESG06gLpgDi0J+N3cRXRERERESklFFV5iciIiIiIlIXBVMiIiIiIiIlKJgSEREREREpQcGUiIiIiIhICaOyAYWIiIiMDgc/cACccHW/pyEjxAET1+K9267T72nIAFFmSkREREQkw22PPs/fZzzc72nIgFFmSkREREas09f5O3zwY/2ehowAByvDKS0oMyUiIiIiIlKCgikREREREZESFEyJiIiIiIiUoGBKRERERESkBAVTIiIiIiIiJSiYEhERERERKUHBlIiIiIiISAkKpkREREREREpQMCWSwQTRkiaIluj3PERERERksCiYEmnDBNHCJoiOAh4CbjdBtFW/5yQiIiIig0PBlEh7nwJ+BEwHFgGuMkE0ob9TEhEREZFBoWBKpAUTRCsA3wD+FYf+XsBkd+qIvk1KRERERAaKgimR1r4MrAwcDRCH/mPAX4H3av2UiIiIiICCKZEFmCBaDPg4cEYc+jc0nPo9sALw9j5MS0REREQGjIIpkQXtBawI/KHp9UuB+4EP9Hg+IiIiIjKAFEyJLOg9wDPAvxpfjEP/TeAMYKoJomX7MTERERERGRwKpkQamCBaGjgAODMO/ddaXHIOsCiwZ08nJiIiIiIDR8GUyPzeCiwFnNbm/DTgOcDv2YxEREREZCApmBKZ37bAHGzQtIA49OcA5wP7miDS3x8RERGRUUwPgyLzmwzcFIf+qx2uiYDVgS17MyURERERGUQKpkQcl2naGrg249LL3HGbrk5IRERERAaagimReTYCliM7mHoIu25qQtdnJCIiIiIDS8GUyDyT3XF6p4vi0E+AW4DNuj4jERERERlYCqZE5pkMvAzcluPaW4AJJoi87k5JRERERAaVgimRebYGro9D//Uc194MrAis2d0piYiIiMigUjAlApggWgTbnS9rvVTqFnfUuikRERGRUUrBlIi1KbAkxYMprZsSERERGaUUTIlYafOJXMFUHPpPA4+izJSIiIjIqKVgSsSajG13fneB99yMMlMiIiIio5aCKRFra2C6a3ue1x3AxuroJyIiIjI6KZiSUc8E0RLA5uRfL5W6E1gGWKP2SYmIiIjIwFMwJQJbAItQPJia6Y4b1zsdERERERkGCqZEYJI7Ti/4vjvdcWyNcxERERGRIaFgSsSW+M0CHiz4voeAl1FmSkRERGRUUjAlYsv8bizYfII49N8E7kLBlIiIiMiopGBKRjUTRAth25vfWHKIO1GZn4iIiMiopGBKRrv1gaWBm0q+fyawvgmiReubkoiIiIgMAwVTMtpt4Y5VMlMLY4MyERERERlFFEzJaLc58CZwa8n3px39tG5KREREZJRRMCWj3RbAnXHov1zy/QqmREREREYpBVMy2m1O+fVSxKH/DPAUakIhIiIiMuos0u8JyIJMEK0GTMXuYfRP14JbamaCaAnAACdXHOpOlJkSERERGXUUTA0YE0R7AucAi7mXbjRBtH8c+g/0cVrzMUG0NPA/wCPAxcB1cei/3t9ZlbI+4DGvVK+smcDe1acjIiIiIsNEZX4DxATR2sCp2I1gtwEOBcYDn+/CvdY1QXSkCaIpJohyB9UmiDzgV8Ange8B1wBPmiDate459kCaTaoaTN0JrGGCaLmK44iIiIjIEFFmqiATREsB7wF2BpZ1LyfA+cAf4tCfU2H4/wWWAN4Vh/5M4FoTRO8A3m+C6Mtx6L9WYWxgbjD0HeBLzMt+/Qb4WM4hDnO/voUNqnYDfgJ8Fbis6vx6bCN3vKviOGkwthFwXcWxRERERGRIKDNV3AnAb4G9gA3dry2B/wOmmSBauMygJojWAvYDfuYCqdTvgZWBt1WZtLuHB/w/4GvAX4DNsPsrbdTpfU0+C9wAfCcO/Sfi0D8dG4ztYYJonapz7LGNgSfi0H+u4jjp90tNKERERERGEQVTBZgg2hB4L3AcsEYc+pvHob85sAG25G1rYLWSwx+G/X78oen1C4GHgQ+VHLfRQcAXgF8Ah8WhfwvwELB8njebIFoPGzieGof+Gw2n/oBde3R4DXPspY2pXuIHcA82O6kmFCIiIiKjSC3BlAmilUwQhSaIbjZB9AcTRO83QbRGHWMPmKOBOcAP49BP0hfdf9/gfrtq0UFdxuhDwOVx6N/deM4FLadjMz9LlZ248wnsg//nGub/PJB3rc873PFvTXOMsY0oPuD+LMNiI6qX+BGH/ivA/SiYEhERERlVKgdTJogWA/6LDTSexpaqnQzcb4JoatXxB4UJopWBDwAnxqH/aItLnnTHMpmp7bDlgie2OX8Rdn3TjiXGBsAE0QbArtj5N7Zaf46cmSlsMHVTHPr3tDj3D2x3vLXKzrGXTBAtC6xBPZkpsKV+KvMTERERGUXqyEy9H1vm9s449HfFBhNbAXcDfzZBtGYN9xgEbwMWxa6XauUJdywTTO0PvA78vc35K7EZsd1LjJ36ALYU7aSm158Dls/KKJkgeguwA/DXNpf8xx23qTDHTvdfwgTR50wQHWuCaJ8ahtzQHStnppwbgM1NEOUNTEWkIM/zYs/zXvM8b5Wm12/wPC/xPM/0aWoiIjJKVQqmXLOFALgeFwjEof9mHPo3AO8GlsF2ehsJ3gk8gP2ztlIlmPKBf8ehP6vVyTj0ZwNXA3uUGDstIzwMuDAO/YeaTj+HDRKXyBhmKnZd1Lltzt+IDfi2LTPHTlz280zgp8A3gcgE0fsrDltXW/TUudjumG+taTwRae0+bEdVADzP2wwoVQLteZ462oqISCVVM1MHYD/h/37jGiKAOPRvA04BfBNEi1e8zwJMEK1lgujXJoiuMUFUeJ1SwXstg31I/lvzn7PBLGx2qdBcXAe8zYAo49KLgS1NEK1UZHxnErAO8OcW59JOdlkZld2w66tuaHXSrRuaQXcyU8djA84jgCWBS4E/mCAqXfYITADeoL7M1NXAs9h5ikj3/BH74VDqcGxpOQCe5/kuU/W853kPep53bMM54zJYH/Y87wHgEs/zIs/zPt14A8/zbvI87x2IiIhkqPqp3J7YB+yz25w/B7t/0U7Avyreay4TREtjM0QrYkvX/mSCaJ+mDnN12gdYnPYlbsSh/6YJoqconpna1x2zgql/Yfd22g04q+A93okNHP7Z4lwaTC0HPNZhjN2AK+LQf73DNf8FDjdBtHBd3wsTRHsBHwR+EIf+8e61A7CNNL4E/Lvk0FsCt7sgsLI49F83QXQ+sI8JooWa1qWJSH2uAd7ved54bGb5EGwJ8nfd+dnYYOtW7IcmF3meNyNJkrMbxtgFuyH6m9gS7i9iu5zied4W2LWfWf8mw1N3wYn6/GSgPXYzrL5Zv2chIiNY1czU9sB/Ojw4XwK8Sv2f1r8LG7TsC3wSG9R9puZ7NNoHeAa4KuO6JygeTO2HLVu5I+O6a4EXKVfq9w7gsjj0n2lx7nl3bJuZMkG0NjYDeUnGff6LLe0cX2KOre67FDYrdQc2kAQgDv0Xsft6vc21ay9jS9pk2SqIsN//rqwbE5G50uzUnsDt2O0jAEiS5LIkSW5OkuTNJEluwmbkd2l6/7FJksxOkuRlbPOcjT3PS/fbez9wepIklTdJlwGw+maw2bv7PQsRGcFKZ6ZcN7TNgO+0uyYO/dkmiC7FBlOfL3uvFj6EbXBxccPvD8euqemGrekcNKYKBVPua7gHcHyH8kEA4tCfY4LoMgo2oTBBNB4YB/yyzSV5yvx2c8dLM27X2ITillwT7OyDgAF2i0P/1aZzJwBfAY7EZqhyM0G0GrAm9QdT52G/nieZINo5Dv3Hax5fRKw/AlcA69FQ4gfged62QIjNSi2GrSo4o+n9D6b/kSTJK57nnQ68z/O8b2HXY+V7+l5lI/hgdgJLRERGriqZqW3c+6/OuC4CNnIb3lbmxtkF2+I7cUHIWcAWJojWr+MeTfdbCtgUmJ7j8icotmZqbzLKB5tcjP1arlPgHm9zx7PbnM8bTD0D3JRxr7vceJUzM65pxqeAa+PQv6z5vGukcTZwmAmioj/HW7pjrcGUy/z5wNrAv1w7fRGpWZIk92Mz+vuy4L+fp2KzTWOSJFkem91u7lba/OHVScCh2A+rXkqSJOv/ayIiIkC1YGoK9n9I/8m47gp3rKvL2yHuvo2fRqabyHZjwfAW2K/TdTmufZJiZX7vdO/JKh9MpZm4ItmptwI3x6H/cJvzeYOpy7PWAbnz11LP93p3bEbtFx2uOQf79Z5QcOw0mLqxxLw6ikP/Kmyr+42A800QrQBzW7t/1gTRRSWCPxFZ0IeBqUmSzG56fVngGZdx2gZ4b9ZALnh6E/gxNuslIiKSS5WHuu2B29q1825wO3bd1JYZ1+W1EzY4mNviOw79e7EPxt0IprZ2x7yZqWVNEC2ZdaHrcOgDfy/QrOEWd49c66ZcVm0n4MIOl3UMptyaJEP2eqnUf4DN3L2rOAIbaP6lwzVlgkuwP4txHPrPlplYljj0L8au65sIXGOC6PPYhfLHAQsDZToyikiDJEnuSZKk1b/LRwLf9jzvBeAYOv8b0uhkbOn6KTVNUURERoFSwZQrwdqO7BI/4tCfgw0CKgdT7hP97YBpLU7/DZhigmiVFueqmAQ8DjyS49p0r6k8pX57YD9B/VvWhSlX0vgvYPesTXadnbFrBjoFU2kDiuXanM+7Xir1X2zAUPr77QLNvYEzWqyVmisO/QexQUrRphzdaD4xnzj0I+y8VsTutfYosEcc+lPj0H+qm/cWGamSJDFJkizQGTZJkteTJPGSJImTJDkzSZJ1kyRZNkmS/ZIk+VSSJO9z18XuulZdSR8ArkqS5N5u/zlERGTkKJuZWh/7kPjfnNffAEzMGQB0sgn2ob9VEHcJti5++4r3aLY1cF1WgwinSDD1Huy+REVbxl8EvAX7CWqWt2Kzgle2u8BlxWbTvsxvN+yf67ac80t/JqqU+m2P3YTzghzX/gvYxQTRonkGduuYNsKWI3ZVHPqXY8tEdwe2cxkrERkwnucthc1o/V+/5yIiIsOlbDCVlr7lWUcENphaCRhT8n6pNFBqlZmajt00t7Zgyu1nNZ58JX5gy9IgY92UK4F7O3BmHPpF2+9e5I5vzXHtW4Er49B/OeO652gRTLngdzdsW/U8wSRx6D+G/YS3ShOKt2L3xbosx7UXA0uTP3hLN/ptG2DWKQ79x+LQvyTv109EesvzvL2w/3Y/jm1eISIiklvZYGoS8Br521+nJVVVS/2mAE9hN2ydjwsYbnDX1GUC9muUtyQszUxlNaHYDxsAnFZ0Qq6RxG1kBFMmiDbAdiE8L8ewLYMpbAZnLfKX+KX+S7XM1J7A1XHoP595pZ1bQv51Uztjs3Vdz0yJyOBLkuSCJEmWTpLkgDblfyIiIm1VCaZuKpBVuQn7wFs1mNoemNbhU/6rgcl5S75y2MId83Z9yxtMHYpdQ3N5mUlh10DtlNHoIm3GkWdNVrtgap+G+xVxJWBMEI0t+D7cmrdJee/pmkhcR/5gaifgv53WYomIiIiI5FE4mHKlX5PIX/pGHPqzgZlUa0qwIjAWuKbDZdOwa202L3ufJpsDLwBxzutfBF7BZoRaMsH/b+/Owy2pykONvwXdzGMQAZlKhVaaQdSWblDBGbQUFFCJsxijiSZxuqbwGhPnMmriFOMQweE6gBATtERBg6CooDI1Amo3FFMYFOluBpnr/rFqw+Gwh6ra0+k+7+95zlN9dq2qtXb1hj7f+db6Vv44QunsYxtU8ZvtVGAjQmDQywuA84ssubzG/VbTvQBFAlxSVUts4iRC8HxUw+sg7IsVUW+9VMcPgP3jNN+sX6Pq/OOY0BQ/SZIkrdvaZKYeSchi1F0v1XEB9Yom9NJZp9Wv6EWnMMWopvo9hpCBq7teqASOA14Zp/mhs89Xgeg/AzcCHx5iXGcQikYc2e1knOY7ELJ4dTcDflBmKk7zzYGnEDZdbqSaingm8Octio68mlChr8k0vB8CC+gfXEKoBLk+BlOSJEkagTbBVJN9l2a6CHj4oOxBjX77BXFXEUqYD71pbBUE7EPzjV3fQlhj9aU4zWcHjy8nTEd7b5Elqx90ZU1FltwGfBM4qiqSMdtLCNmdumXX1/DgaX7PABbSIpiqfJ2QSdy37gVxmu9OCIiObViw4SzCOqhBJdKfA9xF9wImkiRJUiNtgqn9CFPZft3wuuXVsecUuAGeAPyu3ybB1Q/g5zKaDYJ3JUx9u7DJRUWW3A4cDtwGnBan+V4AcZq/GDiWUKHu30cwvuMI+1QdMfPFOM13Av6RUPWv7t9RtzVTz69eP6vl+E4kVFf8ywbXvAq4F/hKk46q4iNn0SeYitN8A+BlwMk1C1tIkiRJfbUJpg4AflFtxttEp/LfXi36hJCZqpMNOw94dFV+fBhNi0/cp8iSgpCBioDz4zQ/j1C57xzgeS3KoXfzY2AF8Po4zRcAVIU3PkuY8vb6Btmd1cDGncIdcZo/gRB4fKXF3zMARZbcSNiz5S/iNF80qH2c5gcRsnrfLrKkzgbJs+XAPlV2q5uEsP/XcS3uLUmSJD1Io2AqTvONCAv4u22aO8jlhGxN43VTcZpvR9ijqm4wtR7tg7aOfQhFFOqWf3+AIksuJbzXTxLW6bwJeFqRJbcMOa7O/Uvgo4S1UT+I0/xoQpnw5wBvb1g0ojPlcMsqoPo8cB3wziGH+R5CFjPrtnYqTvMt4jR/XpzmHwO+Q/iMvLZlXycQ/r5e3OP8qwkVFJsUtpAkSZJ6apqZejxhHU3jNSdFltxLmHbWJsjprJeqU5Tg/Oo47FS/fYDLhgl+iiy5ociSNxdZsk+RJR+vpgCOTJElnwFeQZh6+QXCe/7zIks+1fBWnWBqa+CLhKzcG4dZ11WN73ogI1QW/HJnfVec5uvFaf4uQiGOk4HXEQpWPKPIkt/3ut+Avq4mZOseVPQiTvODCXt7HVtkifvISJIkaSQWNGy/f3Vsk5mCkOVJWly3hJB1qLN5bgGsYvhgajEts1KTVGTJV+I0/29CIHRTy/VAnaDpVCAG3lFkSd3iFYN8kBC0vxt4apzmXyFsnHsAYerj5wgb9I4i0PwG8GlmlO6P03w34KuEv8sPjKAPSZIkCWgeTB0ArCyy5IaBLbtbDrw6TvOHNrzHEsJ+RwOzREWWlHGan89we1ptACwC/rvtPSapCqCGKarwU8LeUJsC/1pkySdGMjDuy0i+N07z04EPASlwCfB64HMNq/YN8s2qjzPjND+RML3ySMJUwyOrKoiSJEnSSNQOpuI0X48QTJ06RH+dTM+eQK1gqpqy9QTgew36OQ/4qzjNF7Sc1rUb4dk0rVi4VqoC2657Vo2wj5/Eaf4kYNNRrRvr0scf4jTfF/gn4FmEbOaXCKXorxpHn5IkSZq/mmSmDga2A04Zor9OefS9CcUS6tix6rfJvlbnAxsBuxOyIE11yrdf3OJa9VBlocYSSM3o4zLCOjJJkiRprJoUoHgjocLbSUP0dz2h6ECTIhRPqI51ik90dIK2thX9FhOyGpe2vF6SJEnSOq5vZipO808AbwN2AZ4NvGeYPZKq9UzLaVYefQlh89cmm+deQtj8dW/COpqm9iRU8vtTi2slSZIkzQODMlN/QyhOcDpwF2FD2GFdBOzVbd+hHpYAFzUJbKrKcL+jfWZqT+bJeilJkiRJ7QwKpo4CHg1cDTy9yJJrR9DncmAzQrarryrgWkKzKX4z+2mzQfBCQiU/10tJkiRJ6qlvMFVkyfHANsABRZb8ZER9dir61Ql0Hg78Gc2KT8zs55Fxmm/S8LrdmUeV/CRJkiS1M7CaX5Eld4y4z04wtRfwnQFtO8Un2gRTy4GIUEyiyfWLq6OZKUmSJN3n4mvX8OLP/mzaw1ANF1+7hsU7bDH2fppU8xuJaoPZK6mXmVoC3MH9AVgTM4O2JvbESn6SJEnSWmvxDltw2L47jr2fJvtMjdIFwGNrtFsCXNCyguBK4Haar5taDFxeZMltLfqUJEnSOmrxDltw/Ov2n/YwNIdMPDNVORvYI07zrXs1iNN8PeDxtCs+QZEl9xCm6rXJTLleSpIkSVJf0wqmflodl/VpswjYnHbrpTqW0yCYmlHJz2BKkiRJUl/TCqZ+QdhUt1+edJjiEx0XAQ+L0/zParbfDViIxSckSZIkDTCVYKrIklsI66YO6NPsAOA24JIhulpeHetmpzqV/MxMSZIkSeprWpkpgJ8BS+M0X3/2iTjNNwReBHy7WvvUVpM9rcBKfpIkSZJqmnYwtRndA51DCZv1HjtkH/8L3ET9zNReQGElP0mSJEmDTDOYOp2QBXpBl3NHA1cBPxymgyJLSkJ2qm5maiktqwdKkiRJml+mFkwVWXINcCrw6plT/eI0XwwcDHxpyCl+HcuBveI0j/o1itN8R2AX7q80KEmSJEk9TTMzBWEa387A0+C+vaU+T5ia98kR9XERsGXVTz+dyoI/G1G/kiRJktZh0w6mTiYETmmc5jsBHyBU8XtrkSU3jKiPc6rjEwe0OwC4HTh/RP1KkiRJWodNNZgqsuR24H3AUwlrpP4e+DrwpRF2cz6wquqjn/2BXxZZcucI+5YkSZK0jpp2ZooiS/6FUCAiA55aZMlLqsIRo7r/PcCZVFMJu4nTfCPg8bheSpIkSVJNC6Y9AIAiS34NHDPGLk4HDo3TfJciS67scv6JwEIMpiRJkiTVNPXM1IScXh17TfU7CrgFOG0yw5EkSZK0tpsvwdRy4EbgWbNPxGm+AXAE8N9u1itJkiSprnkRTBVZci9wAvDCaj+pmZ4FbE0ofCFJkiRJtcyLYKryYcL7fWvnhWqz4L8B/ohT/CRJkiQ1MG+CqSJLLge+BrwuTvOnxWm+DfAFQmbqnyyJLkmSJKmJOVHNb4LeDTwF+OGM1/6pyJJPTmc4kiRJktZW8yYzBVBkyUpgEfAG4J3A0iJL3j3dUUmSJElaG823zBRFltwOfHra45AkSZK0dptXmSlJkiRJGhWDKUmSJElqwWBKkiRJklowmJIkSZKkFgymJEmSJKkFgylJkiRJasFgSpIkSZJaMJiSJEmSpBYMpiRJkiSpBYMpSZIkSWrBYEqSJEmSWjCYkiRJkqQWDKYkSZIkqQWDKUmSJElqwWBKkiRJklowmJIkSZKkFhaM4iZxmn8YWAKsAT4J/LDIknIU95YkSZKkuWjozFSc5gcAbwO2IQRUpwEfH/a+kiRJkjSXjWKa3z8AfwD2Bx4BfBb4mzjNnz6Ce0uSJEnSnDRUMBWn+RLgEOCjRZbcWmTJHcCbgd8Bn4/TfOMRjFGSJEmS5pxh10wdDdwGfLrzQpElf4rT/P8A/wU8EfjBkH1ItcVpviNwDLAF8ErX7kmSJGlcWmem4jRfD3gBcEqRJWtmnT6jOi5re3+pqTjNtwAuAN4AvBzYdbojkiRJ0rpsmGl+BwDbAyfNPlFkySrgEmDpEPeXmnoSoRDKMdX3B01xLJIkSVrHDRNMHQHcAeQ9zp8NLIvTPBqiD6mJA4G7gU8Bf6y+lyRJksaiVTBVBUiHA6d2meLX8XPgIcDDW45Nauog4BdFltwC/BgzU5IkSRqjtgUoHgHsAmR92pxdHZcBl7XsZ06L03xXoFMC/vQiSy6f5njmszjNNyXsc/aR6qUzgcPiNN+xyJJrpjcySZIkravaBlOd6VNn9GlzEaHS31Lgay37mZOqzFxGKAO/sHr57jjNPwu8pciSO6c2uPlrGeHzfGb1feezeSDw9amMSJIkSeu0tmumDiJs1HtJrwZFltwNLAf2bNlHbXGaL4jTfLM4zTcYd1+VRwFvJ5R/3xPYA/g8oYrc1+M0X9j7Uo3JgcC9wFnV9xcAdwKPndqIJEmStE5rG0wdCJxZYw+fq4AdW/YxUJzmG8ZpfgxwPXAzsCpO84/Eab7tuPqsHFwd315kycVFllxaZMlfEzJVhwPpmPvXg+0L/Kazhq8K5i8DHjnNQUmSJGnd1XiaX5zmOxOKSny8RvNrgGfHaR6NafPUtwLvJ1QU/BHhB+o3A6+P0/yDRZa8fwx9AhxC+MG9mPlikSUfi9P8hUACvHeUHcZpvjVh76Qtq5fuAU4usuSiBvdYRKjCuAA4qciSi0c5xilbDJw/67UVGExJkiRpTNpkpuqsl+q4GtgU2KJFP3U8Dzi7yJLnFlnykSJLXkaYdvcT4H1xmo+8kmCc5hsTpjl+v0eTM4DHx2m+2Qj7PBK4nBDAvqf6ej9wYZzmH+l37Yx7vJ8wLfMD1fWnxWm+Zf+r1g5xmm9EKIoyOzhcCexmeX5JkiSNQ5tg6hnATYT1UINcXR13atFPX3Ga/xmwH7OCmiJLLgU+XX27zaj7BZ4MbDy73xnOIGR+lo2iszjNNwH+jRBM7VvdewGwLXAK8Lc17rE1YerhycAOhKIg2wMfHsUY54BFhM/y7DV8KwjB/HYTH5EkSZLWeY2Cqeo3/AcT9pe6p8YlnWBqHOumnkEY//e6nFtVHceReXkacBe9M3M/JRRCGNUeR68FHgr8XZElFxRZck/19Yeqr4U1Cm88nfCsPlJkyXVFlpwDfBR4bZzme41onNO0uDrOzkytqI5O9ZMkSdLINc1M7U3IbPTKyszW2d9n5JkpQlC3CvhFl3OrquNWY+h3MWG91K3dThZZcjNwLvdPh2wtTvMNCVUDzyyy5MwuTW6ujoOmFB4CrOb+vb8g7Md0L/DCYcc5B+xBeC+/nfX6yuq422SHI0mSpPmgaTDVqWJ3as32/1sdRxpMzciQ/aCq2jbb6uq41Sj7rSziwT+0z3YGsLRayzOMg4GHAf/c4/wt1bFnMNXrWRVZcgPwY+DIIcc4FywGLiuy5PZZr19BKNRhMCVJkqSRaxpMHQIsL7LkmoEtgSJL7gBuYPTT/Lat7nlWj/OrquNIp/nFab6AMGXsNwOa/grYkOGnlx1JWJ/WK3gdGEwRAo2d6J5NPAlYHKf5o1uPcG5YzIOn+FFtnnwFBlOSJEkag9ql0eM035FQfOFjDfu4mtFP8+uskfl1j/M3AyWjz0w9nPDMBmWmOmt1dqP3GPuq1kEdCnyryJK7ejTrBFOb97nVU6tjt4DsP4FPEMqlD1VGPk7znYCXVt9+t8iSOgVKhlZtkLw7obhGNytxzZQkSZLGoElm6m1V+8807OMaRh9M7VEdZ1dvA6DIknuBNYy+AMWi6jgoMzUzmGrr6YTxn9SnTZ3M1GOAG4ErZ5+oMoznAU9pN8SgCmhyIKu+LozT/MsjmOZYxyOBhfT4LBD+LsxMSZIkaeT6BlNVNoo4zR8KvA74f0WWXNawj6sZ/TS/xYTsU7/phqsYfWaqE0z1zUwVWXITYXreMBmR5xPe42l92tQpQLEPcGGfTZNXALs2Ht0Dvb3q53BC5cGMsMHwSVURjXHqBNa9NiA+H/httT+YJEmSNDKDpvmtjNP8y4TpfRsSNnxt6mpgmzjNNy6y5E8tru9mD+CSPgEChCIUW42ov45HATcWWXJjjbbDZkQeB/y8WnfWS9/MVJzm6wF7Af/R5x5XAIfGab5eldFrpNrv613ACUWWfKt6+Zg4zS8HPgu8CfhQ0/s20JnyeWm3k0WWfA743Bj7lyRJ0jw1aJrf14CjCWWnDyuyZNBaoW7GsddU14IDs6xiPNP86j6D1sFUFQTtweD3OGia3yOATYAL+9zjCkKg/NAmY5zhmcAGwL/OfLEKYjobDY/TYuCKIktuGdhSkiRJGqG+wVSRJUcTsjv7FFnynZZ9XFsdd2h5/QPEab5Vda9Bgca4MlN1g6mVwK41NtTtZmdgU+oHU70KUOxdHfsVgyiqY9upfocQpjR22+9rBeMv/rAHvddLSZIkSWMzsJrfCH7j//vquM2Q9+noW3xihlXcH0wMLU7zzQh7PjXJTK1HCFJ+17C7uu/xturYKzO1N6GqYb+KgldUx5gHbuo7ULWH1bOA04osuadLkxXAUU3u2bD/9YBHA6ePqw9JkiSpl6b7TLXRWV/0kBHdr7NGps40v61G1CeE8tswuJJfxzAV/Wq9xyqAuY3ewdQ+wMoiS27tc5tOMNUmM7UXIcDstocVhGewdbWuahx2BTbGzJQkSZKmYG0MpnYHOpux9rMa2LLKXozCo6pj3WBqZXVsG0zdULPQxc30z0z13e+pyJI1hMCzTTB1SHXstanwMM+gjrqBtSRJkjRyYw+miiy5jZA9GVUwtQtwVY9pZTOtAiL6lw1vYhFhytzKQQ0r1wO30i6QaLIO6Ba6rJmq9njaDbioxj2uoF0wtR8h83V1j/Od7Ny41k11gikzU5IkSZq4SWSmAP7AiIOpGu1WVcetRtTvo4Ar65Z3r8q2X05Yi1RbtQ6pTrXCjlvoHjAuIvz91rlPQbtgajH912N19iQbZ2bqumpfL0mSJGmi1sZgamfqBVOrq+OoyqMvov4Uv442GZ/tCQHgsMFUkylwVwBxFcjVEqf5QsKUy55ZoSrwvIbxBVMDpzFKkiRJ47JWBVNxmq9P2K/qyhrNV1XHrUbQb0SzsugdBc2DqcdUxzrT86B3MLUHYX+wOmO+orrH1jX7hDB1byGDg7WxlEevPgt7YjAlSZKkKVmrginC/lLr0ywztdUI+t2OsC6pTWZqqzjNm2THlhGCoF/VbN8vM7WyyJLba9xjZnn0uupmvu7bvDhO84Vxmrfdz2q23YCNMJiSJEnSlKxtwdTO1bFJZmoU0/w6lfyaZqbalB1fCvy6yJKba7a/me6b9i6mfmGGTlGNR9RsD/fvhXXpgHbLge3iNM+rtpfHaf7yBv300tlD7MIR3EuSJElqbJLB1JbVOpth7FIdJ12AYlF1HGswVU0nXAr8vEEfD8pMzVjPVHfdVSeYajIdbzGhIMegTZ0/A/wDIeO2CjgL+GKc5oc36KubvQkZPCv5SZIkaSomGUwBbDPkfTqZqUkXoHg0cAf1MmIzNc1M7U5Yt3R2gz66TfOru54JgCoLdgPNCkXsUef+RZbcUWTJ+4os2abIkscT9qb6JfAfcZpv16C/2fYBflu3uqIkSZI0apMOpoad6rcLsKbIktWDGhZZcifwJ0aTmVoGnFdkyb0Nr7seuJ36wdSy6tg0M7UwTvMNZrzWZv+l+9Y2DVIVf2iyF9Z9iiy5FXgFsAnwyabXz2AlP0mSJE3V2hZM1S2L3rGaIYOpOM03AZ4AnNH02mqvqSupH0wtJayBGrQOaabONLuZ2anHEqbANbnPSupnpmJC8Ye60wgfoMiS3wDvBl4Yp/kLml4fp/lmhOybwZQkSZKmZm0Lpnah2VS7FcBT4zRfMESfSwlT5s5sef0V1K+S90Tg7CJL7mlw/06hiplFKJ5V3WfQeqaZVgA7xWm+cY22neIPwwQzHwHOAz4dp3mTkuwQpl1C/fLxktYRURT9KIqim6Io2nDaY5EkaW0Lpppmpj5KyGAcNUSfBxGyPGe1vL7Wxr1VQLEPzYO2B2Sm4jR/CCGT9v2G91lRHR9eo20nmPp1wz7uU2TJXcBrgG0JWaomOtUVm5aql7QWi6IoBp4MlMCh0x2NJEkwTMamiRurY+tgKk7zjQg/eDcJpk4mZE/+b5zmX2+Y8ek4EDi/zjqtHq4AHhqn+cYDiiU8CYgYMpgCnlHd53sN79MJpnZj8PS9fQh7WDXJfD1IkSXnxWl+AvDncZq/pciSu2teuogQ4K4c1FDSOuUVhDWlZwOvBL4JEEXRF4FbCbMADiT8P+wlZVmurM6XwF8BbyX8O/JV4I1lWZbV+aOB/wNsD5wD/GVZlp0CQj1d9vtbefFnfza6dydpTrv42jUs3mGLaQ9Dc8xEMlNVMYg1DJeZ6lR+u7ZBv/cC7ydMCzuiaYdxmm8I7E/7KX5w/w/8i/q2Cj8A3EmzSn7w4GDqEOCPhIp5TXTGWWfd1CiLP5xE+Fw8ucE1jwKKIkvuGNEYJK0dXkEIhL4KHBxF0cyKoEcRstxbE3459P5Z1z6XkLXfB3gRcDBAFEWHAe8ADicEWj8Gvj6+tyBpbbV4hy04bN8dpz0MzTGTykzB8Bv3bl8dr2t43YmEQgzvjNP8xIYV+V5OKLTw3YZ9zvSL6rgUuKBPu4MI65xub3j/+4KpKnt3CHBaiyzcHwn7QPXda6paU7U7cHzD+/fyPULVxSOA02tes4jme35JWotFUfQkwpTpE8qy/EMURSuBlwD/WjX5VlmW51Rtvwr8y6xbZGVZrgJWRVF0OrAv4f8/rwc+WJblJdW1HwDeEUXRroOyU4/YdlOOf93+I3l/kqS106TWTEEIprYd4vrObyAbBVNVUPF+QjbleXWvq4pWHEPI8PygSZ+zrCRMc1zap6/NgcfRomIg9wdTmwPvIjynzze9SVV5cAWDM2iLCZ+bkWSmqlLppwCHx2k+8PNYbWy8CNdLSfPNK4FTy7LsrMH9WvVax8x/G27jwfvv9Tq/K/DxKIpWRVG0ivCLpQjw18+SpIEmHUwNs2lvJzN1fYtrv0EIFLIqe9NTnObrx2n+NuBY4BHAe6tAo5Xq2p9z/x5S3TwTWB/4UYsuOtX8DgHeDhxXZMkPW9wH4ELgMVXA0sveM9qOyknADsB+Ndo+DNgUM1PSvBFF0caEqXkHRVF0XRRF1wFvBh4TRdFjhrz9VcDryrLcasbXxmVZ/nTYcUuS1n2TDqZGMc3vhqYXVoUN3kBYO/UPA5o/E/gwYfrIGcC3m/bXxdnAHnGab9nj/GuAaxguM/VSwg8Fb21xj47zCNnDfr+R3YcwLW+UxR++T6jOdXCNtp3MmZkpaf54PnAPITO+b/W1B2F90yuGvPdngGOiKNoTIIqiLaMoeuGQ95QkzRNrWzB1Y1XMorEiS04Fvgj8fZzm+/ZpeiQh27NpkSVPGSYrNcPPCdNGnjD7RJzmOxOySsc1qGY30y3AJwhZqT2LLLlpiHGeWx0f16fNMkJ1wzaVEbsqsuRGwtqyOsFUpyy6mSlp/nglcFxZlleWZXld5wv4FOEXSa3X/5Zl+S3gQ8A3oihaQ9i/7tmjGLQkad036QIUm9YoEd7LdjQvPjHbWwiBy7Fxmu83O3ip1kk9H/j2iCvFdYpQLOPB669eRQhqj2tz4yrY+7vWI3ugCwgZoscRyso/QJzmmxICwo+MqL+Zvk8oYb/1gIBwESEzds0YxiBpDirL8pAer58AnNDl9R8BO834Ppp1/lWzvv8K8JURDFWSNM9MOjMF7ddNbU+79VL3qX5IfwPwWCCP0/y46qszTeTAanwnDdNPl35XEQpZvClO8706r8dp/lBCIHRqkSWXjbLPNqpiEJcSnk83ywgB+DCl4nv5HuHz+IwB7fYCLm1YlVGSJEkauWkEU22n+m3P8Jkpiiz5T0Ip3UcDTwOeA3wpTvP3EKrh3UbzDW/rOAq4Azg9TvOj4zTfGvgkoQrfm8bQX1vn0nua30GEzXLPGkO/5wCrCZnDrqpqf/tVbSVJkqSpmnfBFECRJW8psmTXIkt2JRRbOJFQmOIJwN8XWXLbKPqZ1edK4KlAAXyBUH73RcB7iiy5ZNT9DeFcYKcqazbbgcB5RZasGXWn1ZTLU4DnxWm+fo9mi4Atab6xsSRJkjRya0UwFaf5ZsAmjCiYmqn6If4lwMuARxZZ8qlR9zGjr98SMivPIazfegVh4fNc0lnf9YAMUVVSfhnjmeLXcRKhmuCTe5zvlJf/+RjHIEmSJNUy6QIU0C4zNcweUwMVWXIX8NVx3LtLXyUhA3PKJPpr4SzChrzHxGn+1RlV+/4W2BD47hj7PoVQXOJIuu+5tZQwFdCy6JIkSZq6SWambiJUihsmmBp5ZkoPVBV2eB9hTdnhAHGaLwLeDXwLaLshcJ2+byUEVIdX66NmWwacY/EJSZIkzQUTC6aq6XQ3YTC1NjiJUNXvo3GaP5awpux24A0j2ndrUN87APvPfLEqy743rpeSJEnSHDHJzBS037jXYGqCqql9LyVUGjyXUPjhRUWWXDuB7r8D3AkcMev15wHrAz+ZwBgkSZKkgaYRTG3b4rrtCCW5bxztcNRLkSXnAgcT9sd6QZElp02o3zXAqcARcZpHcF9J9HcCFwMTGYckSZI0yCQLUEAIpuIW1+0IXD+jGIImoMiScwjl4iftJOC5wBJCdcHnA3sCL3W9lCRJkuaKtWWa347AVSMei+auk4G7gVfFab4bYXPj3wLHT3VUkiRJ0gxTCaY607ca2Am4egzj0RxUZMkfCdmpvyZM7dsQONLMpCRJkuaSaQRTGwCbNbxuJ+Ca0Q9Hc9jLgFcB/wM8s8iS5dMdjiRJkvRA01gzBWGq3811LojTfHNgC8xMzStVKf0vVV+SJEnSnDONzBQ0Wze1Y3U0mJIkSZI0Z0w6mLqhOm7ft9UD7VQdDaYkSZIkzRmTDqY6Ffl2bnBNJ5hyzZQkSZKkOWPSwdR1wF0YTEmSJElay000mKo2XL0G2KXBZTsCfyiy5PbxjEqSJEmSmpt0ZgrgSppnplwvJUmSJGlOmUYwdRXNgymn+EmSJEmaU6YVTO0Up/n6NdubmZIkSZI050xrmt8CYLtBDeM034iwJ5XBlCRJkqQ5ZVqZKag31e/h1bEYz1AkSZIkqZ1pZaagXkW/R1XH34xpLJIkSZLUylzPTC2qjr8d01gkSZIkqZVpBFOrgFuoH0xdX2TJ6rGOSJIkSZIamngwVWRJSchO1Z3mZ1ZKkiRJ0pwzjcwUwBVAXKPdIlwvJUmSJGkOmlYwdSnw6DjNe/Yfp/lWwEMxMyVJkiRpDppWMHUJsAn9p/p1ik+YmZIkSZI050wrmLq4Ou7Rp02nLLqZKUmSJElzzjQzUwCL+7RZBNwDXDb+4UiSJElSM1MJpoosuRG4gf7B1BLg0iJL7pzMqCRJkiSpvmllpiBM9es6zS9O8wXAE4EzJzoiSZIkSappmsHUJcDiOM2jLuf2BTbHYEqSJEnSHDXtzNSWwA5dzh1YHQ2mJEmSJM1J0w6mAPbucu4gYEWRJf87wfFIkiRJUm3TDKbOAW4HnjvzxWoj3ycDZ0xjUJIkSZJUx9SCqSJLbgG+BxxeBVAdLwO2Bk6bysAkSZIkqYZpZqYATgQeBiwFiNN8O+BjwE+Bb05vWJIkSZLU37SDqe8AdwFHxmm+MfA1YBPgNUWW3DvVkUmSJElSH1MNpoosWU0IqN4MLAeeCvxlkSWXTnNckiRJkjTItDNTAEcDHwQ2A15bZMmXpzweSZIkSRooKsty2mOQJGmts2TJkvKXv/zltIchSRqzKIp+VZblkm7n5kJmSpIkSZLWOgZTkiRJktSCwZQkSZIkteCaKUmSWoii6GbgN9Mexxz2EOAP0x7EHOcz6s/nM5jPqL9RPZ9dy7LcttuJBSO4uSRJ89Fvei1IFkRR9EufT38+o/58PoP5jPqbxPNxmp8kSZIktWAwJUmSJEktGExJktTO56Y9gDnO5zOYz6g/n89gPqP+xv58LEAhSZIkSS2YmZIkSZKkFgymJEmSJKkFgylJknqIouiQKIp+E0XRiiiK0i7nN4yi6Pjq/NlRFMVTGOZU1XhGr4qi6PdRFJ1fff3FNMY5LVEUHRtF0Q1RFF3U43wURdEnqud3YRRFj5v0GKetxjN6ShRFq2d8ht416TFOUxRFO0dRdHoURRdHUfTrKIr+rkubefs5qvl8xvYZcp8pSZK6iKJofeDfgGcCVwO/iKLo5LIsL57R7DXATWVZ7hZF0VHAh4AXT36001HzGQEcX5blGyc+wLnhi8CngC/3OP9sYPfqaynw79VxPvki/Z8RwI/LsnzuZIYz59wNvLUsy3OjKNoc+FUURafN+u9sPn+O6jwfGNNnyMyUJEnd7QesKMvysrIs7wS+ARw2q81hwJeqP58IPD2KomiCY5y2Os9oXivL8kzgj32aHAZ8uQx+DmwVRdEOkxnd3FDjGc1rZVleW5bludWfbwYuAXac1Wzefo5qPp+xMZiSJKm7HYGrZnx/NQ/+B/q+NmVZ3g2sBraZyOjmhjrPCOCIaurRiVEU7TyZoa016j7D+W7/KIouiKLolCiK9pz2YKalmkr8WODsWaf8HNH3+cCYPkMGU5IkaZy+DcRlWe4DnMb9mTyprnOBXcuyfAzwSeC/pjuc6YiiaDPgJOBNZVmumfZ45poBz2dsnyGDKUmSursGmJlF2al6rWubKIoWAFsCN05kdHPDwGdUluWNZVneUX37H8DjJzS2tUWdz9m8VpblmrIsb6n+/F1gYRRFD5nysCYqiqKFhEDhq2VZ/meXJvP6czTo+YzzM2QwJUlSd78Ado+i6OFRFG0AHAWcPKvNycArqz8fCfxPWZblBMc4bQOf0ax1G4cS1jPoficDr6iqsS0DVpdlee20BzWXRFG0fWctYhRF+xF+fp03v7So3vsXgEvKsvyXHs3m7eeozvMZ52fIan6SJHVRluXdURS9Efg+sD5wbFmWv46i6D3AL8uyPJnwD/hXoihaQVhAf9T0Rjx5NZ/R30ZRdCih4tYfgVdNbcBTEEXR14GnAA+Jouhq4B+BhQBlWX4G+C7wHGAFcBvw6umMdHpqPKMjgb+Kouhu4E/AUfPslxZPBF4OLI+i6PzqtXcAu4CfI+o9n7F9hqL59VmUJEmSpNFwmp8kSZIktWAwJUmSJEktGExJkiRJUgsGU5IkSZLUgsGUJEmSJLVgMCVJkiRJLRhMSZIkSVIL/x8pRNnmuLGxVgAAAABJRU5ErkJggg==\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "def shrink_ts(x, n):\n", + " idx = np.ceil(np.arange(n) * x.shape[0]/n).astype(np.int64)\n", + " return x[idx]\n", + "\n", + "def euclidean_dist(x, y):\n", + " if x.shape[0] > y.shape[0]:\n", + " x = shrink_ts(x, y.shape[0])\n", + " else:\n", + " y = shrink_ts(y, x.shape[0])\n", + " x = (x - x.mean())/x.std()\n", + " y = (y - y.mean())/y.std()\n", + " return np.linalg.norm(x - y)\n", + "\n", + "euclidean_distance_matrix = compute_distance_matrix(euclidean_dist)\n", + "plot_cluster(euclidean_distance_matrix)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As we can see, the results are contrary to our expectation. For instance, Maryanne is in the same broad cluster as Beth whereas Lisabeth is in the same broad cluster as Mary - neither of which makes much sense.\n", + "\n", + "Now, we contast this result with that of MPdist. We compute MPdist by simply calling `stumpy.mpdist` with the two time series, a window length of `30` and a threshold of `0.05`." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" ] @@ -270,6 +341,9 @@ } ], "source": [ + "def mpdist(x, y):\n", + " return stumpy.mpdist(x, y, 30, percentage=0.05)\n", + "mp_distance_matrix = compute_distance_matrix(mpdist)\n", "plot_cluster(mp_distance_matrix)" ] }, @@ -277,7 +351,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "A careful observation reveals that the hierarchical cluster slightly deviates from the original figure from the paper (in the original figure, Lisa and Beth is swapped). This is owing to a mistake in the paper as acknowledged in its [supporting website](https://sites.google.com/site/mpdistinfo/) - the code that generated the original figure used 0.5 as its threshold instead of 0.05. Nevertheless, the three names (Lisa, Beth and Lisabeth) are still within the same large cluster." + "This is precisely the result we expected to get initially! The reason why MPdist gives the expected result and Euclidean distance fails is because Euclidean distance compares the whole time series at once whereas MPdist compares the subsequences. Moreover, one of the time series is first distorted to equalize their lengths in order to compute the Euclidean distance.\n", + "\n", + "A careful observation reveals that the hierarchical clusters slightly deviate from the original figures from the paper. For MPdist, this is because the code which generated the original figure used 0.5 as its threshold instead of 0.05 (as explained in the [supporting website](https://sites.google.com/site/mpdistinfo/)). Nevertheless, the three names (Lisa, Beth and Lisabeth) are still within the same large cluster. For Euclidean distance, this is likely due to a different method for shrinking the time series. Again, there is only a minor difference - Lisa and Beth are swapped. " ] } ], From ff2e3095693173da264a99cb40a30a688581d177 Mon Sep 17 00:00:00 2001 From: Asif Mallik Date: Sun, 1 Aug 2021 08:22:24 -0400 Subject: [PATCH 4/7] - Remove pandas and scipy.signal dependency and replace mention of pandas with numpy - Grammar fixes - Complete explanation for MPdist --- docs/Tutorial_MPDist.ipynb | 13 ++++++------- 1 file changed, 6 insertions(+), 7 deletions(-) diff --git a/docs/Tutorial_MPDist.ipynb b/docs/Tutorial_MPDist.ipynb index 1f1f7ef1b..ae6d7a388 100644 --- a/docs/Tutorial_MPDist.ipynb +++ b/docs/Tutorial_MPDist.ipynb @@ -10,7 +10,7 @@ "\n", "### What is MPdist?\n", "\n", - "Informally, MPdist can be described as encoding the similarity of the two time series by . For instance, if two time series is made up of the same repeating subsequences of window length `m`, then they would MPdist of 0 (if window size for MPdist is set to `m`), even if they are phase shifted. On the other hand, the Euclidean distance would be non-zero as long as they are phase shifted.\n", + "Informally, MPdist can be described as encoding the similarity of the two time series by determining whether most - as parameterized by a threshold - of its subsequences are similar. For instance, if two time series is made up of the same repeating subsequences of window length `m`, then they would MPdist of 0 (if window size for MPdist is set to `m`), even if they are phase shifted. On the other hand, the Euclidean distance would be non-zero as long as they are phase shifted.\n", "\n", "More concretely, given a threshold `percentage` and window length `m`, the MPdist between two time series is the smallest number such that it is higher than the specified `percentage` of the pairwise distances in the join matrix profile for the two time series parameterized by window size `m`. " ] @@ -43,7 +43,6 @@ "from scipy.cluster.hierarchy import dendrogram, linkage\n", "from scipy.spatial.distance import squareform\n", "from scipy import signal\n", - "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.gridspec as gridspec\n", @@ -56,9 +55,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Before diving into our main example, we would like to test our initial assertion that two phase-shifted time series with the same repeating subsequence would have MPdist 0. Here we generate a random motif of length 20 repeated 5 times. Then, we take two subsequence from within this so that they are just phase shifted form of each other. Despite being very similar to each other, we immediately notice that the Euclidean distance is non-zero. However, due to our definition of MPdist, each subsequnce of length 20 (or even higher window length) would have a subsequence that exactly matches that in the other time series. So, MPdist here is 0. Although this is a contrived case, it illustrates the limitation of using Euclidean distance to encode similarity between time series.\n", + "Before diving into our main example, we would like to test our initial assertion that two phase-shifted time series with the same repeating subsequence would have MPdist 0. Here we generate a random motif of length 20 repeated 5 times. Then, we take two subsequence from within this so that they are just phase shifted form of each other. Despite being very similar to each other, we immediately notice that the Euclidean distance is non-zero. However, due to our definition of MPdist, each subsequnce of length 20 (or even higher window length) would have a subsequence that exactly matches that in the other time series. So, MPdist here is 0. Although this is a contrived example, it illustrates the limitation of using Euclidean distance to encode similarity between time series.\n", "\n", - "We use a slightly higher window length than the original motif of 30 and use a threshold of 0.05." + "We use a slightly higher window length, 30, than the original motif and use a threshold of 0.05." ] }, { @@ -80,13 +79,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "Euclidean Distance: 136.99\n", + "Euclidean Distance: 120.34\n", "MPdist: 0.00\n" ] }, { "data": { - "image/png": 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\n", 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B+5VSszGW86zEKPKcBIRgBGZOVkot73Fx1vNC6hmtde/6Ih4zgjGPFeZrrzG6ow33gr7n77DfGV49DPr35C5a6yNKqauBTRizVv7jXI503LI5pVQYcK/z2wbg9L4Kdzu37ejrfg9w9+vagFFQ2tXXv2fAarCC2qPFUxgBozjgHxwrKP7UEPcjr6UQQgifk6LXQgghPEIpFcyx5V9b+gsWOQ00a+cEWuvdWuvHtNY3a62Tga9wfL2b23ps3rOGy2D1YAZ73lStterv5sYxjxXma6+AKSPYT1mPr6f3u9XQtnEbrfU24Gnnt/M41mmvp+Ucu/h/pL9gkdOQ3g8jYOfYDBZ3vK5HnP8mKqUiB9rQuTwv3flt9VhZQqW1Xg8ccH7bs9i+K50Qexr3r6UQQgjfk4CREEIIT4nl2EzWQ4Ns21e7b5c5W5F/u8ddJ/f4WRXHCuEuU0oNVhPGKwYas5/rOUtosGWPn/f4eiQd53YC5kXwqUqpwZZpnTGC5xqu32AsMwP4X2fAtKeEHl979P3gKme9ny3Obyc6i3EPZLDXdZPzX4VR/HkgKzg2K2bTQBuOQk8P8r0r3PlaDuU9K4QQQnSTgJEQQghP6VkTJb2/jZRSVuAeNzxfYY+vey+5Ni/YwoEfu+G53KWwx9ejZZl4z2VMgy2XeYFjgZ7/cWXpYV+cxdnfdX6bAFzb37ZKqfPwfoc0tNb5wIvOb5MwliX15Or74STgQveObkA9CzF/r7+NlFIJwHWD7OvVHl//QPWott2H/+nncWPBMxid3czbM8PYhztfy6G8Z4UQQohuEjASQgjhEc7uX+bSjEVKqUt7b+NcavEyRiezfiml/qSUWjbIU/Zs972z18/+Dhx2fv1jpdQPlVL9HgOVUtFKqe8opQbL7PfLDWP2VwU9vj5poA211sXAQ85vZwD/VUol9re9UsqilDpTKfXTPn78px5fP6iUyu7j8TMwutP5yu8w6jUB3KuUCunxsy09vr5dKTWt94Od438V756fPc2xTmu3KKVu7mNckRjBv8Fm570D5Dm/Xgn8sa/3mbMY9Fed3xYDzw592P5La12stV7W41YyjN2487V0+T0rhBBC9DRasplCCCFGp4c41or8FaXUs8A6jKKsczFaTk/GyMDfOMB+Lge+p5QqwOgstQuowCganQxcCWQ7t63G6GbWTWvdpJS6BGOJVBTwB+DrSqlXMZarNTrvTwOWAKdhdOm6geEb0Zj92FqMbl5BwA+VUhrj/9aztXnPZTH3Yvw/zwBOB/Kdr/sGoBLjdU7EqON0lvPrj4Ff93xSrfU6pdTDwF3ABOBLpdTTGH9PDozf220YMyjeAC5x4//ZJVrrHKXUOxgzhMxZRn93/qxUKfUacBlGMeOdSqlHMF47C8ayohsxCmcP9n5w55jrlFLfwpgdpYAnlVJXAG9h1DjKxHhdUzBmI50Q+O2xL4dS6nqMzm9hwPeB053v+xKM2WFXcWz5ZQdwo9a61RP/t9HMza/lUN+zQgghBCABIyGEEJ71N2ApxlIWC0YApncQ5k3gGwx8gWzO2pgG3DHAdoeBS7XW5SfsQOsdSqklwPPAAoxlQT/qvV0PbRybeTEcIx6zP9JaVyml7scIBEUCv+y1yecYATdz+w6l1PkYM4S+iXHxe73z1p/Sfu7/DkbL8BswAm93Om8mB8bvtBIfBIyc/o9jS8p+rJR63LmkDoyxzsAojG0FftDrsQ7gZxhBMK8EjAC01i8ppeKABzHODS9w3np6FeN33m/AyLmvHUqpM5zbT8KY0dLXrJYa4Fqt9WcjG/3Y5a7XcqjvWSGEEMIkS9KEEEJ4jDZcj1Fz5lOgDqOmTQnwNvA1rfUlLrSTX4QRdPonRlHXKoyMeZtzX+9iBJ1maa23DzCefcBC4GKMpTj7gXqMYsV1GMvCnsGY+TRJa/3+UP/P7h6zP9Ja3wdcA7wPHOVYnaL+tm/XWv9/wEyMZVsbMYI6nRi1fQowXo/7gPla65v62U+X1vpGjCU47zj30QYUYQQCT9Za/3HE/8ERcHbDWuP89rhaRlrramAZxoX7doz/ezNGEewngRVa6+NmVnmL1vphjGDEUxhLm9qBcozZcddqra/A+Pt1ZV8bMAJj38MIRlQ6H1uNMbPsJ0C61nq1e/8XY4+7XsuhvmeFEEIIAGU0yBBCCCGEEEIIIYQQwiAzjIQQQgghhBBCCCHEcSRgJIQQQgghhBBCCCGOIwEjIYQQQgghhBBCCHEcCRgJIYQQQgghhBBCiONIwEgIIYQQQgghhBBCHEcCRkIIIYQQQgghhBDiOBIwEkIIIYQQQgghhBDHkYCREEIIIYQQQgghhDiOBIyEEEIIIYQQQgghxHEkYCSEEEIIIYQQQgghjiMBIyGEEEIIIYQQQghxHAkYCSGEEEIIIYQQQojjSMBICCGEEEIIIYQQQhxHAkZCCCGEEEIIIYQQ4jgSMBJCCCGEEEIIIYQQx5GAkRBCCCGEEEIIIYQ4TqAnd66UKgQagC6gU2u9SCkVA7wIpAKFwFVa61pPjkMIIYQQQgghhBBCuM4bM4xO11pna60XOb//MfCx1noG8LHzeyGEEEIIIYQQQgjhJ3yxJO1i4Gnn108Dl/hgDEIIIYQQQgghhBCiH0pr7bmdK1UA1AIaeERr/ahSqk5rbXP+XAG15vf9iYuL06mpqR4bpxBCCCGEEEIIIcR4s3Xr1iqtdXxfP/NoDSPgZK11qVJqIvChUmpvzx9qrbVSqs+IlVLqTuBOgJSUFLZs2eLhoQohhBBCCCGEEEKMH0qpw/39zKNL0rTWpc5/K4DXgSVAuVJqknNgk4CKfh77qNZ6kdZ6UXx8n8EuIYQQQgghhBBCCOEBHgsYKaUilFJW82vgbCAXeAu4ybnZTcCbnhqDEEIIIYQQQgghhBg6Ty5JSwBeN8oUEQg8p7V+Xym1GXhJKXUbcBi4yoNjEEIIIYQQQgghhBBD5LGAkdY6H8jq4/5q4AxPPa8QQoi+dXQ52Jhfw8rpsTiD+UIIIYTHaK1Zd7CKlelxWCxy3BFCiNHGozWMhBBC+I9/bzjM9U9s5LN9lb4eihBCiHHg3Zyj3PDEJl7aUuzroQghhBgGCRgJIcQ4oLXmuU1FADz1RaFvByOEEGJceG6T0XjnqS8K0brPxshCCCH8mASMhBBiHNhcWMvBikYyE6x8vr+SgqomXw9JCCHEGFZY1cT6g9VkJljZe7SBzYW1vh6SEEKIIZKAkRBCjAPPbTyMNTSQx25cRFCA4pkNhb4ekhBCiDHs+U1FBFoUj964kOiwIJ6W2a1CCDHqSMBICCHGuNqmdt7NPcplC6aQEhvO+fMm8cqWEpraOn09NCGEEGNQW2cXL28t4cxZCUyNjeBri5N5P+8oR+wtvh6aEEKIIZCAkRBCjHGvbiuhvdPBNUtTALhxeSoNbZ28tr3UxyMTQggxFn2QV05NU3v3cef6pVNxaM1zG4t8PDIhhBBDIQEjIYQYw8xi1yel2JiZGAXASSk25k2J5hkpQiqEEMIDnttYRHJMGKumxwGQEhvOGTMn8vymIto6u3w8OiGEEK6SgJEQQoxhGwtqyK9s4tqlU7vvU0px04pUDlQ08sWhah+OTgghxFiTX9nIhvxqrl6cgsWiuu+/aUUqVY3tvLPriA9HJ4QQYigkYCSEGHdyS+386JWddHY5fD0Uj3t+UxHW0EAumDfpuPsvnD+JmIhgnpIipEII4XHFNc185/nt46J23Aubiwm0KK5clHTc/SdPjyMtPkKKXwshxCgiASMhxLjz6rYSXtpSQk6p3ddD8aiapnbeyznK5SclERYccNzPQoMCuHpxMh/vKae4ptlHIxRCiPHhnZwjvLWzjHUHq3w9FI9q6+zila0lnDU7gYnW0ON+ppTipuWp7Cyxs6O4zjcDFEIIMSQSMBJCjDt5ZfUAY3451qtbS2jvcnDNkpQ+f379sqkopfjPxsNeHpkQQowv5nFnwxg/7ryfe5SapnauXdr3cefyhUlEhgTKLCMhhBglJGAkhBhXHA7N7nFw4q615vlNRSycOoHMRGuf20y2hXH27ARe3FxMa4cUIRVCCE/Jc85o/eLQ2J5h9PymIlJiwlmZHtfnzyNDArliYRJv7yqjsqHNy6MTQggxVBIwEkKMK4drmmls6yQ2IpjNhTVjtlvLl/k15Fc1cW0/s4tMNy5Ppa65gzd3lHppZEIIMb40tHaQX9VEbEQw+8sbx2yg5FBlI1/m13D1kuTjil33dsPyqXR0GUkNIYQQ/k0CRkKIcSXXmeW9cXkqbZ0OthfV+XZAHvLcpiKiQgO5YP6kAbdblhZDZoKVp784jNbaS6MTQojxY8+RBsA47gBsyB+bs1uf31hkFLtemDzgdunxkayaEcezGw/TMQ6aTwghxGgmASMhPMDh0Jz7wBr+86XUhvE3uWV2ggIU1y9LwaLGZh2j6sY2Vuce5bKTkggNChhwW6UUN61IZfeRerYcrvXSCIUQnnD94xv5y4f7fT0M0YuZqPja4mSsoYFsGIPL0lo7unh1WwnnzEkk3hoy6PY3r0ilvL6N1XlHvTA6IYSn3PPiDu59LcfXwxAeJAEjITzgcE0ze482sPZApa+HInrJK60nM9FKbGQI85JsY/LE/dVtRrHr6/opOtrbJQsmExUayFNShFSIUauxrZP1h6pYI8cdv5NbZmeiNYTE6FCWpcWOyUTF6ryj1DZ39NtkobfTMieSEhMuxa+FGMUcDs1Hu8tZs1+OO2OZBIyE8ACzXfv+8kYfj0T0pLUmt8zO3MnRAKxIj2V7UR3N7Z0+Hpn7GMWui1mcOoEZCX0Xu+4tPDiQqxYlszr3KEftrR4eoRDCE/JK7WgN+482yPJSP5NXWs/cKceOO4ermympbfbxqNzr2Y1FTI0NZ0V6rEvbB1gUNyybyubCWvLK7B4enRDCEw7XNNPQ1klpXQsNrR2+Ho7wEAkYCeEB5vTzwuom6T7lR0rrWqhr7mBOjxP3Todmc+HYWYq14VA1BVVNLmd5TTcuT6VLa57bKMsohRiNzERFU3sXpXUtPh6NMLW0d3GgooG5k6MAWOHsHjaWunQerGhgU0EN1yxJGbDYdW9XLUomLCiAZ76Q444Qo5F53AFJko9lEjASwgN2ldQBoDUcrJAPUH+RW1oP0H3ivmhqDEEBaky1OX5uUxHRYUGcP2/gYte9pcSG85XMiTy3qWjMdo4TYiw7/sS9wYcjET3tPVqPQ9OdqMhIiCQ2InhMBYye31RMUIDiioVJQ3pcdHgQlyyYwhs7SqltavfQ6IQQnpLjvN4BOe6MZRIwEqNOZ5fDr6cvOxyavNJ6lqXFALDvqHyA+ou8MjsBFsWsSUbAKCw4gAUpE8bMiXtVo1FA9HIXil335aYVqVQ1tvNuzhEPjE6I0cvh0OSU2P16qVdOqZ2l08zjjiQq/EVumTNR4QwYKaVYnm7UMfLnvydXmcWuz56TSFzk4MWue7tpxVTaOh28uKXYA6MTYvTSWpNbaqfL4b+fEzmlduYnRRMeHCDXO2OYxwNGSqkApdR2pdTbzu+nKaU2KqUOKqVeVEoFe3oMYmz537fyuOCv6zhc3eTrofTJXM/71azJBAdYJOLuR3JL7UyPjzwumLIiPZbcUjv25tG/9vqVrSV0dGmuXTpwS+P+nDw9jrS4CJ6W5QFCHOehTw7y1b+tY6ufdhJsaO2goKqJk6fHMSk6VI47fiSv1M6E8CAmR4d237ciPY6j9a0UVPnnecxQvJd7hLrmDq4b4jJo08zEKJZOi+HfGw779YWxEN724uZiLnxond92EjQT5POTopmRYJXjzhjmjRlG3wX29Pj+98BftNbTgVrgNi+MQYwR7+ce5dmNRQBsK/LPE3dzOVp2so30iZHskw9Qv5FbVs+cKVHH3bciPQ6Hho0Fo3uWkcOheWFTEUtSY5g+0bVi171ZLIobl09lR3EdO4vr3DtAIUapLYU1PPix0ap+i58GjPLK6tEa5iZFk5FglUyvH8ktszN3SjRKHavtYxaGHgvd0p7fWExqbDjLXSx23ZebV6RSWtfCx3vK3TgyIUavgxWN/OK/uwHY4qd1Ngurm2ho62TelGgyEyIlYDSGeTRgpJRKAi4AHnd+r4CvAK84N3kauMSTYxBjxxF7Cz9+bRfzphhTH3cW++eytNxSO8GBFjISrMYHqJy4+4WK+lYqG9q6O6SZspNthAZZRv2J+4b8agqrm7l26fCyvKbLFyYRERwgrY6FAOwtHXz3hR0kTQhncnSo3wZSzUYL86ZEk5lo5WBlI51dDh+PSrR3Oth3tIE5vY47U2ONv6fRvhz6QHkDmwqNYtc9A2JDddbsBCZHh/L0hkL3DU6IUaqts4vvPL+d0CALGQmR7OxRJ8if5HQfd2xkJFipamynqrHNx6MSnuDpGUYPAD8CzLOWWKBOa232sC4BpvT1QKXUnUqpLUqpLZWVlR4epvB3XQ7N3S/soL3TwV+vWcC8KdFs99MT95xSO7MmRREUYCEj0UqZvZV6aTXpc7nOuldmHQlTcKCFxakxo/7E/bmNRdjCgzh3buKI9mMNDeKKhUm8veuIHPjFuKa15r7Xcyivb+XBq7NZlBrDDj8+7kyODiUuMoSMBCvtnQ4O14yttu2j0f7yBjq6NHN7zWw16hjF8cWhKhyjeBnWc5uKCA6wDLnYdW+BARauWzaV9QerOSCzFMQ49/v39rH7SD1/vCKLUzPiyS210+GHCQAzQT4jIZLMRGNmu8wyGps8FjBSSl0IVGittw7n8VrrR7XWi7TWi+Lj4908OjHa/OOzg2wsqOGXF89lWlwE2ck29pTV+103J4dDk1tazzznyWFmgvEBKidAvmd2SJs9OeqEn61Ij2NfeQOVDaMzQFLZMLJi173dsDyV9i4HL2wqcsPohBidXt5awju7jnDPWRksSJlAVrKNI/ZWyutbfT20E+SU2LuD4eZxR2a3+p7ZoKP3zFYwlqXVNnewd5T+nlo7unhtWynnzE0kdhjFrnu7enEywYEWntkgNfTE+PXpvgr+tb6Am5ZP5czZCWQl22hzzlT0N7tKjiXI5bgztnlyhtFK4CKlVCHwAsZStAcBm1Iq0LlNElDqwTGIMWBbUS1/+egAF2VN5vKTjAlpWck22rsc7DniXx9MhdVNNLZ1Mn+KDYAM5weodKzxvdxSO2lxEUSGBJ7wM7OexJf5o3OW0StbS+h0aK4ZZtHR3qZPjGTVjDj+82WRX2a1hPC0/MpGfv5WHsvTYvnGqekAZCcbF/3+NsuoobWD/Kom5jkDRtMnRqIUUj/PD+SW1mMNCSQlJvyEny3vrmNU5e1hucW7OUewt3RwzZLhNVnoLTYyhK/On8yr20pkVrYYlyob2vjhyzuZmWjl3vNnAZCVZAPwu1UVDocmr6ye+c7jTrw1BFt4EPvK5XpnLPJYwEhrfa/WOklrnQpcDXyitb4O+BS4wrnZTcCbnhqDGP3qWzv47gvbmRQdyq8vndu9Rj472Qbgd/UkzPW8ZqZ3ii2MiOAAmaLpB/LK6pkz5cQsL8CcyVFYQwNHZR0jh0Pz/KYilk6LYfrESLft96blqRytb+WDPClCKsaXts4uvvPCdoIDLfzla9kEWIzjzpzJ0QRalN8dd/KcbdvnJRmfb2HBAUyNCZfjjh/ILbMze3IUFsuJ9X0m28KYFhcxapdDP7exiLS4CJanDb/YdW83r0ilub2LV7aUuG2fQowGDofm+y/vpKG1k79es6B7tnjShDDiIoP97rhjJsjNRIVSigzplDZmeaNLWm//A3xPKXUQo6bREz4YgxgFtNb87I1cyupaefDqBUSFBnX/bFJ0KPHWEL/7AM0pObaeF4yuUzOkY43P1TS1U1rXwtw+lqOBUT9h6bRYNozCTO/6Q1UU1Yy82HVvp8+cSNKEMClCKsad+1fvI7e0nj9cPp/EHq3QQ4MCmDnJ6ncFSHNKjhW8NkmnNN/r7HKw50j9CXXzelqeHsvGgppRV6B8f3kDWw7XjrjYdW/zkqJZkGLj318eHtW1nYQYqn+tL2DN/kp+euHs7tUJYARispJs/ne9U3piXdDMBCv7jzagtbx3xxqvBIy01p9prS90fp2vtV6itZ6utb5Saz06i4YIj3ttWylv7ijj7jNmsHDqhON+Zn6A+tvSgJxSO7Od63lNmRJx97m8fgpe97QiPZbC6mZK61q8NSy3eH5TERPcUOy6twCL4sblU9lUUMOeI/Vu3bcQ/urz/ZU8traA65elcPacE99TWUk2dhXb/epi1ix43bOOTGailcLqZlo7/KvO33iSX9VEa4fjhILXPa1Ij6WxrbP74mu0eG6jUez68hEWu+7LzStSKahqYs0BaXgjxofcUju/f38vZ89O4Po+kn9ZyTYOVjbS4EdLNXNK7IT0SJADZCRaaWjr5Ijd/+r8iZHxxQwjIQZVWNXE/3szl6XTYrjr9Ol9brMgxUZ+VRP2Zv/4ADXX887rFZTISLRS3SStJn3JLHg9p58ZRgArphvT6kfT8oCKBmPJ2BULkwgJHHmx696uWpRMaJCFp78odPu+hfA3VY1tfP+lnWQkRPLTC2b3uU12so2Gtk7yq/ynTkNuqb17OZopI8FKl0OTX9nko1GJ3NL+C16blqWZdYxGz3HHKHZdwrlzE4mJCHb7/s+bO4l4a4gcd8S40NTWyXee305sRAi/v3x+nzP2spNtaH1sNqk/6NkR2mQWvpb6eWOPBIyE32nvdPCdF7YTGHB8/YjezEJwu0rrvDe4ART0Ws9rks4BvpdbZidpQhi28P5PbjMmWomNCB5VBUhf3mIUu77aTcWue7OFB3Ppgim8saOUuuZ2jzyHEP5Aa80PXt5JfWvHcfUjejPr5+0o9o8T9/peBa9N0uLY93JL6wkNspAW339tubjIEGYmWkdVouLtXUeob+10+zJoU3CghWuXpPDZ/koKqyTgKca2X/w3j4LqJv78tSwm9BOANa93dvjJcuh+E+TO2UZyvTP2SMBI+J0/fbiPXSV2fn/5PCbbwvrdbr7ZsaaozksjG5iZTTwh05tofIBKxN138krtA2Z5wag3tSw9lg2HqkfF+muHQ/PC5iKWpcWQPsAFyUjduDyV1g4HL20p9thzCOFrT64v5LN9lfz0glnMTOx/JmJ6fCSRIYHsKK714uj6l1dqFry2HXd/amwEQQFKjjs+lFtmLFHvL+llWp4ey+bCGto6R8fywec3FZEWH8HSaTEee45rl6YQoBT//vKwx55DCF97e1cZL20p4a7T0lmRHtfvdtHhQaTFRfjN9U53grzX9Y4tPJiEqBA57oxBEjASfmXdgSoe+Tyfa5akcO7cSQNuGxUaRHp8hN8UIO1ez9urU1V8ZAgTwoMk0+sjDa0dFFY3D1hHwrQiPZYj9lYKq5u9MLKRWXewiuKaFq5dOtWjzzNrUhRLpsXwzIbDdPlR3RYh3CWvzM7v3tvLmbMmcsOygd9PFotiflI0O/1khlF3oqJXpjc40EJaXKRken3E4dDsKRu44LVpRXocbZ0OtvvJxeBA9h1tYOvhWq51c7Hr3hKiQjlv3iRe2lJMU1unx55HCF8prmnm3tdyyE62cfeZGYNun5Vs85vrnf6OO4B0ShujXAoYKaWmKqXOdH4dppSyDvYYIYaqurGN7720g+kTI/l/F/ZdP6K3rGQbO4rtfjEjZJdzPW9gwPFvK7PVpHSs8Y3dzpbTc1w8cQdGxbK05zYWERMRzDlzEjz+XDevSKWktoVP9lZ4/LmE8KbmdqN+hC08iD9ckeXSRXBWso09R+r9oqD0rlI7U2xhfdaSyUi0SqbXR4pqmmlo6xx0ZivAkmkxWNToqGP03MbDBAdauPwk9xe77u3mFVNpaO3k9e2lHn8uIbyps8vBPS/uQGv469ULjqsD1J+spGjK69s4Yvd9Y5Zd/STIwSjDcaC8URKMY8ygf6FKqTuAV4BHnHclAW94cExiHNJa8z+v7qKuuYO/Xr2AsGDXCvguSLZR1djm885WDocmr9TO/KS+Tw4zE63sL2/0i8DWeJPrDBi5cuKeGhvOpOhQvz9xr6hv5aM9nit23dvZsxOYFB3KMxsKPf5co8V/vjzMWX/+nPUH/T+4KPr3q7d3k1/VxF++lu1yAd/sZBudzhoOvpZbau8zywuQmRBJSW0LjTJDw+tynZ0557gwszU6LIh5U6LZ4OeJipb2Ll7bXsr5cxP7rbXiTielTGDulCie2VAo505O7+Uc4bQ/fsp7OUd8PRQxAg99cpAth2v59SVzSYkNd+kx2SlGt+idftAdOqfUzuzJJybIwUhUtHU6KKrx/5n6wnWuzDD6FrASqAfQWh8AJnpyUGL8eWbDYT7aU8G9589k9gCdrHrLchYg9fXygPyqJprau/qdfp6RYKWxrZMyaTXpdXmldhKiQoi3hgy6rVKK5emxfHmo2q/aZvf28lZnsevFyV55vsAAC9ctTWHtgSoOVvhPdyhfKatr4bfv7iG/qonrHt/IL/6b5xezTcTQvJtzhOc3FfP1U9JZOb3/+hG9ZXcfd+o8MzAX1bd2UFDVdEIdCVOGs+HCAZll5HW5pfUEB1iYMdG1CfnL0+PYXlRHc7v/Bvfe3lVGQ2sn13ioyUJvSiluXJ7K/vJGNuT7dxLHG+wtHfzszVyKa1v45rPb+N6LO6j3ozbrwjWbCmp46JMDXLZgCpcsmOLy42ZNshIUoHzecMFMkPefqHB2SpNVFWOKKwGjNq11d3scpVQg4L9XUmLU2XOknt+8u4fTM+O5eUXqkB47MzGK4ECLzwuQDrSeF3p0rJEPUK/LLRu84HVPK9LjqG5qZ3+Ff/6uHA7N85uKWJ4WO2D3HXe7ekkKwQEWmWUE/OadPXQ5NO9/dxU3LZ/Kk+sLufChdd2fA8L/ldW18ONXd5GVFM33zx68fkRPCVGhJEaFssPHAaPutu2DHXckYOR1eWV2MhOtBAe6Vip0RXosnQ7N5kL/KKbel+c2FTF9YiRLPFjsureLsiYzITyIp78o9Npz+qu/fLif6qZ2Xv7Gcr5zxgze3FnGeQ+sHRVL6IXB3tzB3S9sJzkmnF9eMndIjw0JDGD2pCifX+8MliCfYXZKk+POmOLKkexzpdR9QJhS6izgZeC/nh2WGC9a2rv4zvPbiQoN4o9XulY/oqfgQAtzJkf5fIZRTmn/63nBaNkO0inN21rauzhY0cicIcxaW54eC8AXB/0zo7n2YBUltS0ea2ncn7jIEC7MmsSrW0toGMdZzbUHKnkn5wjfPn06MxKs/OLiuTxz6xIaWju45O/reejjA3R2OXw9TDGALofm7hd30OXQPOhi/Yjesv2gAOlgiYrkCeGEBlnYd1RmBXqT1prcUvuQjjuLUicQFKD89uJ/z5F6thfVcY2Hi133FhoUwNVLUvhwdzklteN3icvusnqe2VDIdUtTOCllAt87K4NXvrGc4EAL1z62kV+9vVtmufo5rTX3vr6LioY2/nr1AiJDAoe8j+xkGzkldp/WBzKPO/2V4AgPDiQlJlyud8YYV86SfgxUAjnA14F3gZ96clBi/Pj1O7s5UNHIn6/KIi5y8CVDfclKspFTavfpRVpOSf/recFoiZkYFSozjLxsz9F6HNq1gtemKbYwUmPD/baO0XMbDxMbEcw5cxK9/tw3r0ilqb2LV7eWeP25/UFbZxf/+2YeqbHh3HFKWvf9p2TEs/ruUzhv3iT+9OF+rnxkAwVVTT4cqRjI3z89yKaCGn558VxS4yKGtY+sZBuHq5upbWoffGMP2VXSf8FrMDq6Scca7yuzt1Lb3DGk4054cCALkiewwU+PO89vKnIWu3Z9CY27XO/sXPjsxiKvP7c/cDg0/+/NXGzhwfzg7Mzu+xekTOCd75zMDcum8sS6Ar4qs1z92oubi3k35yjfPzuzu5zGUGUl22hq7+JQpe+SADmldkKDLEwfYIZ7RoJVrnfGmEEDRlprh9b6Ma31lVrrK5xfy5I0MWLv5x7l2Y1F3HlKGqdkxA97PwtSbLR0dLG/3DcfoA6HJq+s//W8JulY4315gyzZ6M/y9Dg25lf73UyR8vpWPtpTwRWLklxe6uBO85NsZCfbeGbDYb+u8eQpT6wrIL+qiZ9fNIfQoOOLjdvCg3nomgU8eHU2hyoaOf/Btfzny8NSrNXPbD1cw4MfH+Di7MlcNoKLX7OO0Q4fzjIaqOC1KSNBjjve1r1UcAgzjMCY3Zpbasfe7F8zOJvbO3l9WykXzJuELdzzxa57m2IL46zZCbywqWhczqJ5bXspWw7X8uNzZ57w+ocHB/KrS+by1C2Lsbd0cOnD6/n7pwf97txlvDtY0cgv/rubldNj+XqPZNNQmYGmHUV17hnYMOSU9N0RuqfMxEgKqppo6xx/79exypUuaQVKqfzeN28MToxdR+wt/Pi1XcybEn1cxmQ4spJsAD5bHmCu5x3sxD0zIZIDFdJq0ptyS+uZEB7E5OjQIT1uRXosDW2dftEFqaeXNhfT5dBcs9i7y9F6unlFKvlVTawdZ93BSutaeOjjg5wzJ4HTMvvv+3Bx9hRW33MKi1In8NM3crnlqc1U1Euxe39gb+ngO8/vYLItlF9fMndES2vmJUWjlO8KX9tbOiisbu634LUpM8FKZUMbNT6cCTXe5JXaCbAoZk0aWsBoRXosDg0bC/xrltHbO4/Q0Nbp9WXQPd20IpXa5g7e2lnmszH4gr2lg/97dw8LUmxcsTCp3+1Oy5zI6rtP4ezZifxx9T6uemQDhTLL1S+0dRqlN0KDLPz5qmwsluEfd6bFRhAVGuizRIWZIJ/vQqKi06FlpvUY4kqKehGw2HlbBfwV+I8nByXGti6H5p4Xd9De6eCv1ywY8UyJqbHh2MKDfHbinlNqPO9gJ+4ZCVbaOx0crpYPUG/JLbMzd0r0kC8Ml6UZdYzW+1E9iS6H5oXNxaycHjvsZTTucP68ScRFhoy7IqS/fns3Gs3PLpw96LaTosN4+pYl/Pyrs9lwqJqzH1jDu9IG2ae01vzk9RyO1rfy4NULsIYGjWh/kSGBzJgY6bPjTt4g9YtMGVL42utyy+qZHh95wizEwWSn2AgNsvjdcujnNhUxY2Iki6ZO8NkYlqfFkpEQydNfFI6rWZt//mAftc3t/OriuYMGGiZEBPO3axfwwNeyOVDRyPl/XctzG4vG1evlj/7w/j52H6nnj1dkkRA1tORlbxaLIivZ5rMZRoMVvDaZDRekU9rY4cqStOoet1Kt9QPABZ4fmhir/vn5Ib7Mr+EXF81hmhsufJVSZCXZfNaxJqekftD1vCAda7ytrbOL/eUNzBlChzRTvDWEzASrX9WTWHOgktK6Fq5dMtWn4wgOtHDtkmQ+3VcxboKfn++v5L3co/x/X5lB0oRwlx5jsShuXjmNd76zipSYcO56dhv3vLgDe4t/LTcZL17ZWsLbu47wvbMyOCnFPRe+2cnGcccXF2Q5LgaMzBbHctzxntxSO3OmDG12ERhdkBanxvjVcWd3WT07ir1f7Lo3pRQ3Lk8lr6yebUX+20nOnXJL7fz7y8Ncv2yqy8vqlVJcsmAKq+8+hQUpNu57PYfbnt5CRYPMcvWFz/ZV8MS6Am5cPpUzZye4ZZ9ZSTb2lTfQ0u795V6uJsjT4iIJtCg57owhrixJO6nHbZFS6hvA0Eu7CwFsK6rlzx/u58L5kwacXjtUWck29pc30NTW6bZ9uiq31M7sQdbzAkyfGIlSSMcaLzlQ3khHl2buME7cwagnsbmwxm/WYD+3sYi4yGDOctNJx0hct2wqAUrx7w2HfT0Uj2vr7OLnb+UxLS6C21dNG/Ljp0+M5NVvruC7Z8zgrZ1lnPfAGr4YZ8v5fC2/spH/fSuPZWkxfOPUdLftNyvZRm1zB8U1LW7bp6tySu0kTQhjQj8Fr00JUSFEhQZKptdLKupbqWhoY+4wEhVgHHf2lTdQ2dDm5pENz3ObDhMSaOHyk9x3vjZcly6YgjU0kKe+GPvHHbPQ9YTwYL5/1tDLNky2hfHvW5fyv1+dzfqDVZzzlzW8J7NcvaqyoY0fvLyTzAQr950/y237zU620eVcGuZtribIgwMtTIuLkOudMcSVtUB/6nH7P2AhcJUnByXGpvrWDr77wnYSo0L5zaXz3Jqtyk6OxqHxeoeILocm14WC13Cs1aRE3L3jWOHR4Z24r0iPpbXD4dPigqaj9lY+2VvBFQuTfVLsureEqFDOnZvIS1uKaW73fpDWmx5fW0CBs9B1SODQlpiYggIs3HNWBq9+cwWhQQFc+/hGfvlfaYPsDe2dDr77wg6CAy385WvZBIygfkRvZv08X9STyHGh4DUYMw4yE6VTmreYde+G2mjBtCI9DoAv830/y6i5vZM3tpdxwfxJRIePbAmnO0SEBHLVomTeyzlC+RivC/fKthK2FdXx4/NmDvu1t1gUt6ycxjvfOZmkCeF889ltfO+lHdS3yixXT3M4NN9/eScNrZ08dO2CIS9PHUh34WsfrKpwNUEOxnJoOe6MHa4sSTu9x+0srfUdWut93hicGDu01vzsjVzK6lr56zXZRIe59+Sj+8Tdyx+gBVWNNLuwntckHWu8J7fMjjXECNINx9K0WCwKv6gn8dIWZ7HrJcm+Hkq3m1ekUt9qXFCMVSW1zTz0yQHOm5vIqSPo5GjKTrbxzndWcePyqfxrvbRB9ob7P9hHTqmd318+n0nRYW7dd2aildAgi9eDyvaWDg5XNw/tuHO0QWqZeIH5fp49xA5pprmTo7CGBPrFcee/O8tobOvk2iW+K3bd2w3LptKlNc9tLPL1UDzG3tzB797by8KpE9wys2v6RCuv3bWC73xlOm/uKOO8B9b61bLHsehf6wtYs7+Sn144mwznsmB3ibeGMMUW5vXrnaEkyMFYDl1U0zzmk4rjRb8BI6XU9wa6eXOQYvR7bVspb+4o47tnzGDh1Bi37z82MoTkmDCvd0oz60jMdwasBpOZYJVWk16SW1rP7MlRw+5IER0WxNwp0T4/sepyaF7YVMTJ0+OYGuu7Yte9LZw6gdmTosZ0EdJfvb0bheKnLhS6dlVYcAC/vHguT9+6BHtLB5f8fT1/++SAtEH2gDX7K3l0TT7XLU3hnDmJbt9/UICFuZOjvX7cyes+7rh44p5opb61k/J6/1jmNJblltlJi4sgMmR4lRsCAywsTYthgx80XHhuYxEZCZEs9GGx695S4yI4LSOe5zYV0d45Nj8z7/9gH3XN7fzy4jkj6qjVU1CAhe+dncnL31hOUIDimse+5NdvyyxXT8gttfP79/dy9uwErvdQZ8HsZJvXjztmgnyei9c7ZqDsQLksSxsLBpphZB3kJoRLCqua+H9v5rJkWgzfOn26x54nO3kCO4u9m63fVWInNMhCerxrF/IZiVa6HJr8yvFRLNhXOrsc7DlSP+xlAabl6bFsL671aYZkzf5KyuytPm1p3BelFDevSGVfeQNf5tf4ejhu9+m+ClbnlfP/nTGdKTb3zkwBODUjng/uOYVz5yZy/wf7uVLaILtVVWMb33tpJzMmRvLTC9wX8OstO9lGbqmdDi8G/HYNcbmteeIus1s9L7e0njkjPu7EUVjdTGmd92tjmXJL7ewssXOtj4td9+WmFalUNrTxXu7Yq8mTU2LnPxsPc+Py1GE17BjMSSkTePe7q7h+WQqPryvgor/JLFd3am7v5DvPbycmIpjfXz7fY++drORoimtaqG70XhLA1UYLpu5OaXLcGRP6DRhprX8x0M2bgxSjV5dD890XthNgUTzg5voRvWUlRVNa1+LVbhC5pXbmTI52aT0vSMcabzlU2URbp2PYBa9NK9Lj6OjSbCn0XVeWZzcWERcZ4hfFrnu7KHsyE8KDeOqLAl8Pxa1aO4xC12nxEdx+cprHnscWHszfrj2JB6/O5lBFI+c9uFYKk7rJ/7yyi/rWDv56zQLCgt1XP6K3rGQbbZ0OrxaVdrXgtckMGO2XwtceVdvUTmldC3OHuRzNtCI9FsCns1uf31RESKCFS/2g2HVvp8yIZ1pcBE+uH1uzWx0Ozc/ezCU2Iph7zsrw2POEBwfy60vm8dQti6lr7uDSh9fz7MaxX0jcG3719h4Kqpv4y9eyXf58Ho7sZGPWnzdnGe0qsRMWFOBygjwlJpyQQIscd8YIV7qkhSqlvqWUelgp9S/z5uLjNimldiql8pRSv3DeP00ptVEpdVAp9aJSynPvKOFzH+QdZWeJnV9cPIfJHsjS95TtLATnrVlGRpeCepej7QDT4iIItCjpWONhIy14bVqcOoFAi/JZPYkj9hY+2VvOlYuSCHIxKOlNoUEBXL9sKqvzyskpGTtZysfW5HO4uplfXDTHK0XGL86ewup7TmFaXAS/ens3XY6xcxHkC1sP1/Dx3gq+d1YGsyaN7OJ9MNk+KECaW2p3eTkaQExEMPHWEMn0ethIC16bMhOsxEQE84WPlqU1tXXy5o4yLpw/2e31Jt3BYlHcujKVHcV1fLqvwtfDcZuXtxazo7iOe8+b5ZXX/bTMiay++xQWTY3ht+/skVozI3S4uokXNhdxy4pp3cXrPWXulCgsCq/Wz8sttTN7smsFrwECLIoZCZFy3BkjXPmt/xtIBM4BPgeSAFd++23AV7TWWUA2cK5Sahnwe+AvWuvpQC1w2zDGLUaJR9fmMzU2nIuypnj8ueZOiSbAothR7J3ZIPmVQyt4DUarybT4CJlh5GG5ZcZSwbRBWn8OJjw4kAUpNp/Vk3hxczEODdcs9q/laD3deUoasRHB/Obd3WMi21tc08zfPj3IBfMmsWrGyAtdu2pSdBjfPC2dMnurzy4Ux4pH1+QTHRbEjcunevy5kiaEERsR7LWAkb15aAWvTZkJ0rHG03Kdba7njHCGkcWiWJ4Wy4ZD1T75TH3LLHbtZ8uge/ra4hSmxUXw23f3jon6b3XN7fzuvb0sTp3AZSd5/nzZNME5m6mpvYt3c4567XnHoifWFRBksfCNUz03K9kUHhxIRoKVHV5K1A0nQQ7G7FY57owNrgSMpmutfwY0aa2fBi4Alg72IG0wK10FOW8a+ArwivP+p4FLhjpoMTpsPVzD9qI6bjt5mkeXoplCgwKYmWj12gyjnCEWHjVJpzTPyyutZ/akKLf83S1PjyOn1I69xbutaDu6HLy4uZhVM+JIiR1epzdvsIYGcfeZM/gyv4aP94z+bO8v395NgEXx0wtnef25z5qdQHRYEC9vKfH6c48VhVVNfLC7nOuXpRAePLzCw0OhlCIr2cZOLwWMzKDEcE/cHTJ7zWNynUsFbeEjnzi/PD2WI/ZWCqub3TAy12mteXbjYWYmWjkpxebV5x6K4EAL/3PuTA5WNPLilmJfD2fE/rh6H/Wtnfzy4rlerxm1OHUCqbHhvDwGXkdfqW1q5+UtJVycPZmJUaFeec4FKcZxxxtBZTNBPtTjTmaClfL6Nuqa2z00MuEtrgSMzKukOqXUXCAamOjKzpVSAUqpHUAF8CFwCKjTWpvzHkuAPkPpSqk7lVJblFJbKisrXXk64WfMLO8VC723Bj7L2TnAGyfFOaXmet6hzWLJTLBSXNNCU5tM//UEh0OTV2Yf8bIA04r0WBwaNhV4t7DzcxuLOGJv5daV07z6vMNx9ZIU0uIj+O17e7xa/NfdPtlbzoe7y/nOGTPc3oLdFaFBAVycPZn3845ib/ZugHKsMLO8Ny1P9dpzZiXZOFjZSEOr539nQy08aspMjKS1w0FxrXcDEONJXln9iJdBm8w6Rt6ebbg67yi5pfXcsjLV74pd93bOnAQWp07gLx/up3EUn0/tKqnjuU1F3Lh8qseX0PZFKcWVi5LZWFDD4WppvDAcz248TEtHF7ev8vzsIlNWkg17S4dXgsrdx52hJsgTzbqt0ilttHMlYPSoUmoC8DPgLWA3xrKyQWmtu7TW2RjL2JYAM10dmNb6Ua31Iq31ovh47y0LEO5hZnlvWDbVK1leU3ayjYbWTvK90G0op8RYzzvUWSzmB+iBCvkA9YTC6iaa2rvcduK+IMVGSKDFqyfu9pYOHvhoPyvSYzkt0/8//4ICLNx73izyK5t4YfPozFIaha53kx4f4dMg3ZULk2nvdPDWrjKfjWG0qm1q5+WtxV7N8gJkp9jQGq/U8copsZMcM/RZLN2d0qR+nkc0tHZQUNU04kYLpmlxESRGhXq1fl57p4PfvbeXzAQrVyxM9trzDpdSip9cMJuqxnYe+fyQr4czLA6H5mdv5BIbEeLRQteDueykKVgUvLJVZrcOVVtnF099cZhTM+K7O4N5Q1Z33dY6jz/XSBLkIJ3SxoJ+A0ZKqd1KqZ8Cn2qta7XWn2ut07TWE7XWjwzlSbTWdcCnwHLAppQyIwhJQOkwxy78mJnlvXGF52tI9JTtpQ/Q4a7nhR6d0uTE3SNynYVH57jpxD0kMIDFqTFe7Vjz8GcHqWvp4L7zZ/l9ltd05qyJLJ0WwwMf7vfKTAt3e+TzfIpqmvnVxXO9Uui6P3OnRDEz0corsjxgyP7z5WFaOxxezfKC0aETYIcXOtbklNqHddyZIR06PWp393HHPYkKpRQr0mP58lC115YR/ufLwxRWN3Pv+TO9UkbAHbKTbVyUNZnH1uZzxN7i6+EM2YtbitlZYucnF8wkKtR3BcYnRYexakY8r24tkaYLQ/Tm9jKqGtu4w8vHnYwEK+HBAV6pn5dTYmfOMBLkk6JDsYYEyvXOGDDQWfE1QATwgbPb2T1KqUmu7lgpFa+Usjm/DgPOAvZgBI6ucG52E/DmcAYu/JeZ5b1kwWQmWr2X5QVIj48kIjjA460mD1U20tIx9PW8AMkx4YQGWSTi7iF5ZXaCAyzMmOi+TM/y9Fj2Hm2gqrHNbfvsT3FNM0+uL+TSBVPctqzOG5RS/PSC2VQ3tfOPz0ZXtreoupmHPzvIV7Mms2K6Z7ubDMZcHrCzxC6zQYagtaOLpzd4P8sLYAsPJjU23OOJirrmdopqmpk3xTbkx0aGBJI0IYx9sjTAI7o7pLlpZisYx53qpnb2V3j+c8De3MFfPznAqhlxnJrh/7Nae/rhOZk4HHD/6v2+HsqQ1Da18/v397JkWgyXZHuv0HV/rlyURJm9lfUHpemCq7TWPLY2n1mTolg5Pdarzx1gUcydEu3xgJGZIB/O+ahSioxEqds6FvQbMNJa79Ra36u1Tge+A6QAG5VSnyql7nBh35OAT5VSu4DNwIda67eB/wG+p5Q6CMQCT4z4fyH8iq+yvGB8gM5Psnn8A9RcejDU9bzgbDU5UToHeEpeaT2ZiVa3zhIx60l8me/5WUb3f7APBfzg7EyPP5e7zUuK5tIFU3hiXQGldaMn2/vLt/MItCh+cr73C1335ZLsyQRalBQhHYI3d5RS1djGnad4/7gDxkwHTx93ckuNoMRwEhXg7JQmQUiPyC2zkxAVQrw1xG37XG7WMTro+ePO3z87iL2lg3vPGz2zWk3JMeHcsjKV17aXkFvqnaYn7vCH1ftoaO3kVz4odN2XM2c5my7IsjSXfba/kgMVjdyxappPfofZyTZ2l9XT3um52pH5I0iQw7GGC2Ohi+545tIVldb6S631PcCNgA34mwuP2aW1XqC1nq+1nqu1/qXz/nyt9RKt9XSt9ZVaa8+n7Meof28oZNUfPvF696aBmFne0zLju2smeFtWso09R+pp7ejy2HMMdz2vKSPBKrMHPEBrTW6Z3W11JEzzpkQTGRLo8XoSO4vreHNHGbevmsZkm/eLLrvDD87JRAN/Wr3P10NxyUe7y/loTwV3n5lBYrR3Z0T2JzYyhDNnJfDGjlK/KyL+fu5RFv36I0r8qHiyw6F5bG0BsyZFdQd3vS0r2UZ5fRtH7a0eew6z8OhwP98yEq0cqmz06MXFeJVX6r6C16akCeFMjQ33+HGnuKaZp9YXcsVJScye7P2iy+5w1+nTiQ4L4rfv7hkVF6Y7iut4YXMRt6xI9fqMyP6YTRdW+2HThc2FNSz45QfklflXQPDxtfkkRoVy4fzJPnn+7GQb7V0O9h6t99hz7CoZXkdoU2ZCJHXNHVQ2yOX+aDZowEgptVgp9Wel1GHg58AjgG/eGaJbe6eDv316kOKaFv7+6UFfD6dbd5bXB7OLTNnJNjq6NHuOeO4DNKd0eOt5TZmJkVQ0tFHbJK0m3am0roW65g7muPnEPTDAwtJpnq1jpLXmN+/uIS4ymG+eNt1jz+NpU2xh3HbyNF7bXur32d7Wji5+8XYeMyZGcvPKVF8P5zhXLkqiqrGdT/dW+Hoo3bTWPPjxAaoa27jfjwKCn++v5GBFI3ee4pssLxyrn+fJWUY5pXWkxIQPu217ZoKVToemUDohuVVLexcHKhrcVr+opxXpsWzMr6bTg4HjP6zeR4BF8f1ROKvVFB0WxHfPmMEXh6r5bJ9/d1bucmj+35u5xEeG8N0zZ/h6OMe5apF/Nl342ycHqW3u4Ndv+09AMK/MzvqD1dy8MtVndQ+zvHLcsRMeHEDacBPkiVL4eiwYqOj1b5VSh4CHMQpTr9Ran6a1/qfW2nvVX0Wf/ruzjPL6NmYmWnlqfSHFNb7P9ppZ3tmTorqnUvuCp0/cuxya3cNcz2vKkAKkHmEu2fBE7Z/l6bEUVDVR5qGlVh/sLmdTQQ13n5lBZIj3Ogt6wjdPSycmIphfv7Pbb07u+vKPzw5RXNPCLy+eS1CA7wpd9+XUjHjirSG8tMV/lgesP1jNniP1zEy08saOMnZ5ocizKx7zcZYXYNakKIIClMdP3Ie7LACkU5qn7D1aj0PDXA/MzlmeHkdDW2d3jSR3215Uy393lnHHKWl+M8NyuK5bOpVpcRH89t09Hg2wjdQLm4vYVWLnJxfMwurDQtd9mTPZaLrgT8uh9x1t4PP9lcxMtLIhv5pP/CSJ8vjaAiKCA7hmSYrPxjA5OpR4a4hHjzu5pXZmTxpBglyOO2PCQGfIrcC5WuvFWus/aa3956x1nDOLrGUmWHnylsVYLEaGyNeOZXnTfLoeOzE6lISoEI8VIDULXg93eibQPQVZAkbulVdmJ8CimOmBKd4r0o1iyJ6YZdTRZbQzTo+P4OrF/t/OeDBRoUHcfeYMvsyv4eM9/nFy19vh6ib+8fkhLs6e7NMAd38CAyxctmAKn+6r8Jup3I+tzSfeGsJzdywjNiKY37zj+2xvbqmdLw5Vc8vKVJ8G/UKDApg1Kcpjx5265naKa1pGFAxPi48gwKLkuONmuW7ukNbT8jRnHSMPHHe01vzmnT3ERYbwdR/V/nKn4EAL/3PuTA5UNPKiHwU8eqppaucP7+9jWVoMF2X532INs+nCLj9quvD42nxCgyz8+7alpPlJQLCsroX/7izja4tTiA7zXdBPKUWWB+u2dneEHsH1TmxkCHGRwXLcGeUGKnr9S631AW8ORrhm3cEq9h5t4LZV05gUHcadq9L4784ythfV+nRcj67JZ1J0KBfMd7mZnsd4sgCpuZ53JJnexKhQrKGBMkXTzXJL7UyPjyQ0KMDt+56ZaGVCeJBHTtyf21hEQVUT950/i0A/m+kyXNcsSSEtPoLfvrfH7+rwaK35+Vt5BAdYuM9PCl335cpFSXQ5NG9sL/X1ULqzvDevSCUmIpi7z8pgY0ENH/k4IPjY2nwiggO42odZXlN2so1dJXUeaUtt1i8aSaIiNCiA1Nhwv7kQHCvySu1MCA9isgdm6MRbQ8hIiOSLQ+7vXLU67yhbDtfy/bMziBjls1pN58xJYHHqBP7y4X4a2zp9PZwT/OH9vTS1dfJLPyl03Rd/arpQUd/KGztKuWpRMvHWEH583kwOVTbxwmbfju2pLwrRwC1+sJQ9Ozma/Momj9SzHUlH6J4yEqzSoXOUGxtXJuPMY2sLiLeGcHG2kZ2489R04iJDfFrsL7fUzoZ832d5TVnJNgqrm6lrdn+NoNwRrucFIytgdKyRD1B3yi2rZ46bC16bLBbF8vRYNhyqcuv7rL61gwc+2s/ytFi+MnOi2/bra0EBFu49bxb5fnBy19tHeyr4dF8ld585g4Qo/12GMX2ilQUpNl7aUuzzmTyPr80nLCiA65YagZlrFieTHh/B//kwIFhW18Lbu45w9RLfZnlNWUk2mtq7OFTp/s/17oLXI6zPlpkoHTrdzWi0EO2xAMCK9Dg2F9a4tVh5e6cxqzUjIZIrFya5bb++ppTivvNnUdXYziOfH/L1cI6zraiWFzYXc+vJ03zWFMYVZtOF17f7vunC0xsK6XRobjt5GgBnzU5gybQYHvhoPw2tvinM3dDawfMbizhvbiLJMeE+GUNP2ckTgGPdm90pxw0JcjACRgfKG3B4IJkivMP3V/ZiSPYerWeNM8sbEmjMoogMCeR7Z2WwubCW1XlHfTKux9bmExkS6BdZXoDsJBsAOz3xATrCgtemjEQr+6TVpNtU1LdS2dDm9k41PS1Pj6PM3srhavfVDHv400PUtXTwkwtGXzvjwZw5ayJLp8XwwIe+O7nrraW9i5+/lUdmgpWbVqT6ejiDunJhMgcqGj3yWeaqY1nepO6Cy4HO2Vn5lU08v6nIJ+N6cn0B4B9ZXvBsAdLcUjspMeFEh48sMJaRYOVwTTMt7Z7rIjqetHc62He0we2NFnpakR5La4fDrX9Xz248TGF1M/eOoVmtpgUpE/hq1mQeW5vPEbtnag4OlVnoOiEqhO+c4V+Frvty5aIkqpvafVovqLm9k/98WcQ5sxOZGhsBGAHBn15gBAT/6aOA4Iubi2lo6+ROP1nGaS4X21Hs/lUmIy14bcpMtNLc3kWph2qACs9z6SihlJqvlLpIKXWZefP0wETfHl9bcFyW13TVoiQyEiL53Xt7vd4ytzvLuziZKD8p4DcvKRqlYEdRnVv329nlIM+ZTRypzAQr9pYOKvykPslol1tmtpz27Ik7uK+eRHFNM/9aX8ClC6Z4dNy+opTiJxfMorqpnX985h/Z3oc/O0hpXQu/vHiOX8yGHMyFWZMIDbL4dHnAU18U0uXQ3OrM8pq+MnMiy9NieeCjA9R7OSBY39rB85uKOX/eJJIm+D7LC5AWF4E1NNAjAaNdJfYR1ZEwZSZY0RoOVsjsVnfYX95AR5dmrodmtgIsTYvFonDbsjR7cwcPfnyAVTPiOC0j3i379Dc/OicThwP+9MF+Xw8FgOc2Hia3tJ6fXjB7VDS1MJsuvOzDpgsvbynB3tLBHb0CM/OTbFySPZnH1xZ4rAlJfzq6HDy5vpCl02KY70xM+1p0WBBp8RHsKPbjBLkUvh71Bj1bVkr9C/gXcDnwVeftQg+PS/ShvL6VN3tleU2BARbuPX8WhdXNPLvxsFfH1Z3l7XUx4UvW0CCmx0ey081dfA5VNtHa4Rjx9EyQD1B3MzukzfZApxpTWlwECVEhbjtxv/+DfSjgB6O4nfFgzJO7J9YV+Dy7VFDVxCOf53PpgiksTfO/Qtd9iQoN4ry5k3hrZxmtHd6fFdLU1smzG4s4Z86xLK/JDAjW+CAg+OKmYhrbOrljlf8cdywWowCpuwtf1za1U1Lb4p7jjrQ4dqu8MvcsFRxIdFgQc6dEuy1R8ffPDmJv6eDe88berFZTckw4t6xM5dVtJd2/I1+pamzjj6v3sSI9lgv9oManKwIDLFx2ktF0oaKh1evP3+XQPLGugJNSbCycOuGEn//gnEw0xjmUN72bc4TSuhbuWOUfs4tMZt1Wd65Y6OxyjLgjtCkjwZihJMed0cuV9OoyrfUirfVNWutbnLdbPT4ycYL+srym0zLiOXl6HA9+fMAjxc/6YmZ5L5g3iSm2MK88p6uyk40Td3d+gLqj8KjJ/ACVehLukVtqJy0uwqPZO6UUK9Lj2HCoesR/VzuL63hzRxm3r5rGZD9777jbD8+diQb+5MNujlpr/vetPEICLdx7/kyfjWM4rlyYRENrp0+WHL+8pbjPLK9p7pRoLlswxasBQSPLW+BXWV5TdrKNvUcb3BrcM2dPuiNgNDUmnOBAixx33CS3tB5rSCApHq5lsjw9lu1FtTS3j6yQc3FNM0+tL+SKk5I8mlzxB3edPp3osCCf1vcE+P17e2lu7+KXF88ZVQG6Kxcm+6zpwgd5Rymqae532VfShHBuXTmN17eXklvqnYCg2aE6LT7C7+pNZifbqGpso8zuvuDeocqmEXeENllDg5hiC5PjzijmSsBog1JqtsdHIgbU1NbJs18e7jPLa1JKce/5M7G3dPDwpwe9Mq5jWV7/iraDUU+i2pmZdZeckjrCgwOYFjey9bxgtpoMkRlGbpJXVu+Rtsa9LU+Ppbqpnf0j6PigteY37+4hLjKYb5ya7sbR+acptjBuO3kar3nx5K631XnlrNlfyT1nZTDR6r+FrvuyLC2WpAlhXl8e0OXQPLG+gIVTJ3BSyolZXtP3z8lEAfd7KSD4bs4Ryuytfnvc6XJot/6dm5053TGLJTDAwvT4SDnuuElumZ3Zk6OwjHDJxmBWpMfR0aXZUjiyOiV/WL0PiwW+P4ZntZqiw4L47hkzWH+wms/2VfpkDFsP1/Dy1hJuWzWN6RP9t9B1X6ZPjGRBio2Xt5R4PeD26Np8psaGc9bsxH63uev0dGxhQfzmHe8EBL/MryG3tJ7bT07z+Pt9qLLMuq1unN1qJsjdkagAI0kux53Ry5WA0TMYQaN9SqldSqkcpdQuTw9MHO+lLcXUt3b2m+U1zZkczeUnJfHk+kKKa9xXmLcvZpZ3WVqMW2oruFu2BwqQums9rykzMVIi7m5Q09ROaV0Lc72QMT1Wx2j4y9I+3F3OpoIa7j4zA6uf1P3ytG+elk5MRDC/fme3108+7c0d/Ort3cxMtHLj8qlefW53sFgUVyxMYv2hKkpqPfu53tPqvKMU1ww+/d4MCL6+vZRdbl4G3Js/Z3kBspLNAqR1bttnbqmdqbEjL3htkk5p7tHZ5WDPEfcs2RjM4tQJBFrUiJalbS+q5b87y7hzVRqJ0aMraD5c1y2dSmpsOL99dw+dXu741dLexc/eyCMxKpTvfMX/C133xRdNF7YermF7UR23nTxtwHPtqNAg7j4zgw351V4pzv342nxiI4K57KQpHn+uoZo1KYrgAIvbjzvuSpCDsRw6v7LJ5533xPC4EjB6ArgBOJdj9Yu+6slBieN1djn4lwtZXtP3z87AYjEySZ5kZnn9pVNAb5mJVkICLW6LuHd2Odh9pJ55U2xu2R8YdYz2lzdKq8kRyvNCwWtT0oRwUmLCh33i3tFltDNOj4/g6sXJbh6d/zJO7mbwZX4NH+/xXueVQ5WNXPLweioaWvn1JXNHbUegy09KQmt4dat3lgdorXl0jZnlTRh0+2+elk5sRLDHs70b8qvJLa3njlX+l+UFmGgNZYotzK0XWDml7mm0YMpIsHLE3uq1petjVX6VUdPQkwWvTeHBgSxIsbFhmIkKrTW/eWcPcZEh3DkOZrWaggMt/Pi8WRyoaOQlL87QPGpv5apHNrDnaD2/uHgOEaOg0HVfzKYLL3mx6cKja/KJDgviioVJg2577dIU0uIiPB4QPFjRwMd7K7hh+VRCgwI89jzDFRxoYfbkKLcGjHaV1DF3crT7EuQJVtq7HByubnLL/oR3uXLmXKm1fktrXaC1PmzePD4y0W11XrlLWV7TpOgw7liVxn93lrG9yP1tFuFYljc9PoLTMvwvywsQFGBh7pRot32AHqxsNApeJ7nv5DAzwUpLR5dbl82NR2bB6zleqsmwIj2WL/Or6RpGoO+5jUXkVzVx3xhsZzyYa5Y4T+7e2+OVLNPaA5Vc+vf11Ld08Pwdy1iUGuPx5/SU5JhwVqTH8sq2Yq8EmLcermVHcR23D5LlNVlDg7j7rAw2FtTwkQcDgo+vLSA2IphLF/hflteUlRztthbHZsHr+W4MGGUmGhnjAzLLaETMZYeeLHjd0/L0OHJK7cMK9K3OO8qWw7V8/+yMUdGly53OmZPA4tQJ/PnD/TS2jawGlCt2Ftdx0d/WkV/ZyGM3LOKcOf0vq/J3ZtOF/3qp6UJBVRMf7C7nhmVTCQ8e/O80KMDCj8+byaHKJl7Y7Lmg1hPrCggJtHDDMv+doZydbCOnxO6WwJmZIHd3ogJg31Hp0DkauXK1sl0p9ZxS6hql1GXmzeMjE4Azy7vW9Syv6eunphMXGeKxYn/+nuU1ZSXZyC2zu+XiNKfEXM9rG/G+TNKxxj1yy+wkTQg7oXugpyxPj6WhtXPI3VfqWzt44KP9LE+L9cvlNJ5mntzle/jkTmvN018UcvOTm5lsC+ONb60c1cEi01WLkimuaWFjQY3Hn+uxtfnYwoO4YqHrs+CuXpxMenwE/+ehgODBigY+2VvBjctT/TLLa8pKslFc00J1Y9uI9+XuOhLQ48RdjjsjkltaT2iQhbR49yzZGMyK9FgcGjYN8f3f3mnMas1IiORKF2ZtjDVKKe47fxZVjW088rlnuzm+tbOMqx7ZQHCghVfvWsGZQzhv91febLrwr3UFBFks3LjC9cDMWbMTWDIthgc+2k9Dq/tnTVY2tPHqtlIuX5hEbGSI2/fvLtnJNlo6ujhQMfKAjJkgd0fBa9P0iZFYlBx3RitXAkZhQBtwNsZSNHNZmvCCLYdr2TmELK8pMiSQ752VwebCWlbnlbt9XI+vLSAuMphL/DjLC5CdYqO1w+GWQmu5pXYiggNIi+u76PhwzJgondLcIa/U7rUsLxgBI2DIy9Ie/vQQdS0d/OSCsdvOeDBnzU5g6bQYHvjQMyd3HV0OfvpGLv/7Vh6nZ07klW+uINnDHYy85Zw5iVhDAnl5q2eXB/TM8oYFux6YCQqwcO95s4yA4KYit4/r8bVGlvf6ZSlu37c7mfXzdrqhnpMZMHJnQf8ptjAiggPYLwVIRyS3zM7sSe6raTiYBSk2QgItQ66f9+zGwxRWN3PvOJzValqQMoGvZk3msbX5HLG7f0a3w6H50wf7+M7z28lKsvHmt1YyM3FsdKHzVtOF2qZ2Xt5azCULJg+pMYVSip+cP4uqxnYe+Tzf7eP695eH6ehycFs/Har9RZZ53HHDqgozQe7OGUahQQGkxkbIcWeUGvTIobW+pY/brd4YnIDH1gw9y2u6alESMyZG8rv39tDe6b5s72jJ8gJkm50D3HDivqvUzpzJ0W6dUWW2mpTOAcNX39pBYXWzV+pImCZaQ5kxMXJIAaOS2mb+tb6ASxdM8UqtJX+llOInF8yiuqmdf3zm3mxvbVM7Nz6xiWc3FvHN09J59IaFY2r5RVhwABdmTebdnCMeCbaZzCzvDcMoEH7GrIksS4vhLx8doN6NY6xsaOO1baVc4edZXjBOsi0KdhSPvI5RTomd1NhwosPcVxxfKUVGolUyvSPgcGh2l3mn4LUpJDCAxakxbBjCccfe0sGDHx/g5OlxnJYR78HR+b8fnZOJwwF/+mC/W/fb3N7Jt57bxkOfHOSqRUn85/alfv8ZNRTearrwny8P09rh4PZhdL/MSrZxcbYRECyrc19AsKW9i39vKOSMmQmke2km4XCZxwl3XO94IkEOZt1WOe6MRoMGjJRSSUqp15VSFc7bq0qp8Ten1QcKqpr4cM/Qs7ymwAAL950/i8LqZp7d6L6yU4+vLSA0yML1fryW15QcE0ZMRPCII+5mNxRPdIOTjjUjs7vMWb/Iy0GYFemxbC6ocTkYe//qfSjgB+OgnfFg5ifZuCR7Mk+sK6DUTSd3BysauOTh9Ww9XMufr8rif86d6dfLZYfrqkVJtHY4eGfXEY/sv8aZ5b10wZQhZXlNRrZ3NjVuDgj+e0MhHQ7/z/ICRIQEkpFgdU+m180Fr02ZCVb2HW3wesfCseJwTTONbZ1endkKxuzWvUcbqHJxuePDnx7E3tLBvefPHLezWk3JMeHcsjKVV7eVDHk5eX/K6lq48p8bWJ13lJ9eMIvfXz6f4MCxN4vL000XWju6eHpDIadlxncvmR2qH56TiQbu/8B9DX9e3VZCbXOH3zb36UkpRVayje1FdSPe165SO3OmuDdBDkYZjsLqJq/UwxLu5cqn2pPAW8Bk5+2/zvuEhz2xLt9Yy7s8ddj7OC0znpXTY3nw4wNu6YjSM8sbE+GdejEjoZQiK2nkha+7C1574MQ9I8HKocpGaTU5TN4uPGpanh5HS0eXS9mcncV1vLGjjNtXTWOyLczzgxsFfuA8ufuTG7o5fravgkv//gVNbZ08f+cyLjtp7OY0spNtTJ8YyctbPbM84FiWd/iBmXlJ0Vy2YIrbAoIt7V38+8vDnDkrwWv1YkYqO9nGzpK6EQVkapraKa1r8dhxp7a5g6rGdrfvezzI7V4q6N1lRyucy6G/zB98llFxTTNPri/k8pOSmOPl46O/uuv06USHBbmlvue2olou+tt6iqqbeeKmxdy+Km3MBuU83XThzR2lVDW2u9zcpy9JE8K5deU0Xt9e2v3+HAmHQ/PEugKykqJZnDp4h2p/kJ0Uzf7yBprbh1/cvTtB7qFEhUPDQTfUWRLe5UrAKF5r/aTWutN5ewoY3/NavaCmqZ2Xt5Rw6YIpxFuHP7XVLPZnb+ng4U8Pjnhcx7K8/h9tN2Ul2zhQ0Tii7hi7PLCe15SZGElHl6awSlpNDkdeWT0JUSEjep8Mx7K0GJSCLw4OfOKuteY37+4hLjKYb4yjdsaDMU/uXhvByZ3WxgndrU9tJikmnDe/fTILp46OE7vhUkpx5cIkth6udftJV2tHF89sKOT0zHhmDDPLa/r+OZkojJl1I/WKM8s7kosJb8tKtlHX3MHh6uEv4egueO2hma0g9fOGK7fMTnCAhRkTR/Y+Gap5U6KJDAl0aTn0H1bvw2KRWa09RYcF8d0zZrD+YDWf7a8c9n5e317C1Y9+SXhwAK/dtYLTx0ETC7PpwpcFQ6vdOBiHQ/PY2gJmT4rqDogO112np2MLC+I374w8IPjRnnIKqpq445TREwjMTrHh0MdqEA2HJxPkZodOOe6MPq4EjKqVUtcrpQKct+uBQT8tlFLJSqlPlVK7lVJ5SqnvOu+PUUp9qJQ64Px3bJ/dD9N/vjxMW+fIsrymOZOjufykJJ5cX0hxzfBPXs0s71mzEpjm5nWtnpSdbEOP8APUU+t5QTrWjFRemXcLXpts4cHMmRw1aAHSD3eXs6mghrvPzMAa6r46JGPBXaenExMRzK/f2T3kk7v2Tgf3vpbDr97ezVmzE3jlG8uZMk5mb1160hQCLIpX3DzL6I3tI8/ymqbYwrjtZCPbO5LP3i6H5om1+WQl20ZNlhfcU/i6e/akh2YYAVI/b5h2l9WTmWj1+vKjwAALS6cNXsdoe1Et/91Zxp2r0kiMHvrS0rHsuqVTSY0N57fv7BlyC3KHQ/P79/dyz4s7OSnFKG490uD6aGE2XXjFzcWvP99fycGKRu44ZdqIAzNRoUHcfWYGG/Kr+XRfxYj29djafKbYwjh3TuKI9uNN891Qt9VMkHsiUTE1NoLgAItc74xCrhzpbgWuAo4CR4ArgFtceFwn8H2t9WxgGfAtpdRs4MfAx1rrGcDHzu9FD60dXTz9hXuyvKbvn52BxQJ/HEG2tzvLOwrW8vaU5fwAHcmytF0lnlnPC5Aeb7SalM4BQ9fS3sXBikav1y8yrUiPY3tRHS3tfa/H7ugy2hmnx0dw9eKhF64f64yTuxl8mV/Dx3tcP7mraWrn+ic28sLmYr59+nT+cd1CIsZQcevBTLSGcnpmPK9tKxnyBU9/HA7N4+sKmDM5qrsL4Eh987R0YiOC+c27Qw8Imj7aU05hdTN3rBr5xYQ3zZgYSVhQwIjqSewqqSM1NpwoDwSa4yKDiYkIlkzvMGityS21e7XRQk/L02MpqGrqt7iv1prfvruHuMgQ7pRZrScIDrTw4/NmcqCikZeGEPxoauvk6//Zyj8+O8Q1S1J45talTBgFpRncpbvpQq57my48uiafxKhQLpw/2S37u3ZpCtPiIvjtu3uHfXzcXlTL5sJabjt52qjqLBgXGULShDB2jqDhQm6pnciQQKbFuj9BHhRgIS1eOqWNRq50STustb5Iax2vtZ6otb5Eaz1ov1yt9RGt9Tbn1w3AHmAKcDHwtHOzp4FLhj36Mer17aVUN7W7NTAzKTqMO1al8dbOsmEFTswsb3ayjUWjbMnHhIhgpsaGD7sAqSfX84Kz1WRchETch2HP0XocGuZO9t2Je3uXg62Ha/v8+fObisivauK+cdzOeDDXLEkhLS6C3763x6U6XvvLG7j47+vYUVzHg1dn84NzMsdkcevBXLEwmYqGNtYeGFqL7f58tr/CyPK6sQ6HtUdA8KMhBAR7emxNPkkTRleWF4yZIPOmRI9whlE985wJD3dTSpGRECnHnWEos7dS29zhs7pAK9LjAPqdZbQ6r5zNhbV876yMMdUl0p3OmZPI4tQJ/PnD/S6VKyipbebyf3zBx3vK+d+vzua3l84dk8WtB+Pupgu5pXY25Fdzy8pUgtx0jhQUYAQED1Y08sLm4mHt4/G1BVhDA7lqFCb6spNtI0qQ55TamT05ymPnVUajH6lhNNr0++5USj2klPprf7ehPIlSKhVYAGwEErTW5ifNUSBhuIMfixwOzeNr840sb5p7srymr5+aTlxkML8ZxvKPY1ne0bOWtyezAOlwHKhopK3TwXwPTM80ZSbIB+hw5HlwyYYrFqfGEGhRfS5Lq2/t4IGPDrA8LZavjIP6BsNlntzlVzYNenL3yd5yLnv4C1o7HLx45zIuzp7ipVH6n6/MnEhMRDAvbRneCXFvj60pYFJ0KBfMn+SW/ZmuXpJCenwE/+diQLCnbUW1bDlcy60rR1eW15SdYiOvrN7lToo9VTe2OQteey4YnplgZb90ShsyTy4VdMXMRCsTwoP6rGPU3ungd+/tYcbESK5aNHaL/4+UWd+zqrGNRz8fuJvjlsIaLv7bekrrWnjqliXcsnJ0zXZ0J7PpgtuOO2vziQwJ5JqlKW7Zn+ns2QksmRbDAx/tH/JsqOKaZt7LPcJ1S6eOyoBrdrKN0roWKhpah/zYzi4Hu8vqme/Bz7aMBCuldS1unaUmPG+gM7AtwFYgFDgJOOC8ZQMuz8FUSkUCrwJ3a63re/5MG2cpfZ6pKKXuVEptUUptqawcfmG60ebTfRUcqmziTg8UWYsMCeSeszLYXFjL6rzyIT32sTX5JMeEcc6c0Rnfy0qyccTeSnn90D9AczxY8NqUkSCtJocjt7SemIhgJvmoRkNkSCBZybY+T9wf/vQQtc3t/OSCWeP25NJVZ5kndx/2fXKntebRNYe47ektpMaF89a3V7IgZXTNdHS34EALly6Ywkd7yqlpGlmnK09keU1BARbuPW+WERDcNOjk5OM8vjafqFGa5QXjuNPe6WDv0frBN+4lxwtBiYxEK03tXW7pZDee5JXaCbAoZib6pnaNxaJYnh7LhkNVJwT7nt14mMLqZu67QGa1DmZBygS+mjWZR9fmc9Te97nhK1tLuPaxjVhDA3n9rpWckjG+e/6YTRe2FdWNuOlCWV0Lb+86wtcWJ7t92a1Sip+cP4uqxnYe+Tx/SI99Yl0BFqW4eUWqW8fkLVnO+nm7hrEszUyQe6J+kSkzwWy4IEny0aTfo4nW+mmt9dPAfOA0rfVDWuuHgDMwgkaDUkoFYQSLntVav+a8u1wpNcn580lAn/PUtdaPaq0Xaa0XxcePnw/ox9bmMyk6lPPnuTfLa/raomSmT4zkd+/tcTnraWZ5bxulWV449gE6nGmaOR5cz2vKTLSipdXkkOWW2ZkzOcqnAZkV6bHsKqmjvkego6S2mX+tL+DSBVN8loUeTZRS/PSCWVQ3tfOPz47P9rZ1dvGjV3bx23f3ct7cRF76+nImRY+P4taDuXJREh1dmjd3lI5oP2aW9+ol7s3yms6YNZFlaTH85aMDx71PBlJU3cz7uUe5btnozPICZCUb7/3hLIf2xiyWYyfusixtKHLL6pkxMZLQoACfjWF5ehxl9tbjuvDZWzp48OMDnDw9jtPGeWDDVT86JxOHA+7/4Pj6nl0Ozf+9u4cfvLyTRakTeONbK5k+MdJHo/Qv7mq68OT6AgBuWZnqhlGdKCvZxsXZk3lsbT5H7K4Fxe3NHby0pZiLsieP2mLxcydHE2BRw77eAQ8fd6RD56jkytX/BKDnnOhI530DUsYV3BPAHq31n3v86C3gJufXNwFvujbUsS+nxM6X+TXcunKa27O8psAAC/edP5PC6mae23jYpceYWd4rF43OLC/AnMlRBFrUsE7cc0qNoIQn66SYH6DSscZ1bZ1d7C9v8HlAZnl6LA4Nmwtquu+7f/U+FNLOeCjmJ9m4JHsyT6wr6J7xUNXYxvWPb+TlrSV854wZ/O2akwgPHp3BA0+YmRjFvCnRQyrc2lupM8t7tQeyvCYj2zubmqZ2/vnZwMs/TP9aX0CAZfRmecHoFBcXGcKOYWR6c0rtTIuL8NjvBIwZRgD7jkqiYihyS+0+q19kMtuP95zd+vCnB7G3dHDv+TNlVquLkmPCuXllKq9uKyGvzHifNrZ1cuczW3hkTT7XL0vh6VuXYAsfP8WtB2M2XXh1BE0X6ls7eH5TMefPm0TShHA3j/CYH5ydiQbuX73fpe2f3XSY5vYubj95dDX36SksOIDMBOuwynDklHg+QT7FFkZEcIBc74wyrkQlfgdsV0o9pZR6GtgG/NaFx60EbgC+opTa4byd79zfWUqpA8CZzu8Fx7K8X1vi2cDM6ZkTWTk9lgc/PoC9ZeBsr5nlvX7Z1FHdhSg0KIBZk6KGHHHv6HKw24MFr01TY8IJDrRIxH0IDpQ30tGlmeOjgtemk1ImEBxo6T5x31VSxxs7yrh91TQmj5M27+7yg3OMk7s/rd7H3qP1XPy39ewqsfPQNQv43lkZ47K49WCuWpTEniP13TNShuopM8t78jR3DusE85KiuXTBlOMCgv2pa27nxc3FXJQ1hYSo0ZnlBSNQlp0czY7ivoviDySnxO7xYHhUaBCTo0PluDMEFfWtVDS0+fy4kxYXQUJUSHf9vOKaZp5cX8jlJyX5PJg12nzr9OlEhwXx23f3UFzTzOUPf8Fn+yv51cVz+PUl8zyWwB3NrliYTGVDG2sODK9kyIubimls6+SOVZ497iTHhHPLylRe214y6DGyvdPBU+sLWTUjjtk+fn+PVHaKUfja4RhafTpvJMgtFsWMBKscd0YZV7qkPQksBV4HXgOWO5eqDfa4dVprpbWer7XOdt7e1VpXa63P0FrP0FqfqbWuGWxf40FpXQvv5BzhmiWey/KazGJ/dS0dPPzpwQG3NbO8N43iLK8pO9nGrhL7kD5AD5Q30u7h9bxgzPyaHi8da4aie8mGj0+OQ4MCWDR1Al8cqkZrza/f2UNsRDDfkHbGQ5Y0IZxbV07jte2lXPbwF3Q6HLz8jeV8Ncs97XbHoouyphAcaBnW8gAzy3vBvElM8UJw8wfnGDPu7l+9b8Dtnt1YREtHF7d7+GLCG7KTbRyqbHJ5KR4YBa/L7K0eLTxqyki0SqZ3CPLKjHpUvp7ZqpRiRXocG5zHnT+s3ofFAt8/O8On4xqNosOC+O4ZM1h/sJrzHlzLEXsLT9+yhBuWp/p6aH7LbLrw8jBmt3Z0OXhyfQFLp8Uw30NdIHu667Tp2MKC+M07ewYs8P/WzjIqGtq4fdXonV1kyk6y0dDaSUF1k8uP6fBwR+ieMiVgNOq4GjYPACqBWiBDKXWK54Y0Pj25zsjy3rzSOyfIcyZHc9mCJJ5cX0hxTXOf25hZ3ouzR3eW15SVbKOxrZNDla5PvzeDEl75AE00OtYI1+SW2bGGBJIS47npzK5akR7LniP1vLSlmE0FNdx9VgZWDwd+x6q7Tk9nojWE6RMjefNbJ3vlhHI0iw4P4uzZCbyxo5S2zqEVzX9hU5Ezy+udE+QptjBuO3kar28v7W4m0FtbZxdPfWFkeWdNGt1ZXhheAVJv1JEwZSZYOVjZOOylJeONeU7gDzMQlqfHUt3UzktbivnvzjLuWJUm9d2G6bqlU5kxMZKJ1hDe+NZKTp4R5+sh+bWRNF14N+cIZfZW7jzFO8ed6LAg7j4zgw351Xy6r8+yuWhtdKjOTLByyhj43ZvHnaGU4ThQ7vmC16aMRCtVje1UNbZ5/LmEewwaMFJK/R5YD/wE+KHz9gMPj2tcqW/t4IXNxVw43ztZXtMPzslAKfhjP9nesZTlBch2FiAdyrK0XaV1RIYEkurB9bymjAQrZfbWIWWix7Pc0npme3jqrKuWpxsnGD97I4/0+AiuGaVdnfxBVGgQn/7gNN64a+WoLTrpbVcuSqauuYOPdvd9MtwXI8tbyLK0GK+cIJq+eVo6sRHB/Obd3X1me9/aUUZlQ5vXglieZgY8h1JPwgymzZni+aBERoKV9k4Hh/tJHInj5ZbZSYuL8ItC7GYdo5+9kUdcZAhfl1mtwxYcaOGtb5/MB/ecQlq8FLd2hdl04Y3trjdd0Frz2Np80uIjOD1zogdHd7xrl6YwLS6C3767t8/g+NoDVew92sDtq6aNifpf0ydGEhEcMKTrHa8myKXhwqjjygyjS4BMrfUFWuuvOm8XeXhc44q3s7ymSdFh3LEqjbd2lp3woWJmeU/JiGdmou8zae6QFheJNSRwaCfupfUeX89rykw0TlIOyAfooDqdU2d9vSzAND8pmojgANq7HNx3vrQzHqmIkEC/CASOFidPj2NSdCgvby12+THv7DrCES9meU3W0CDuPnMGX+bX8PGe4wNcRpa3gJmJVlaNgSwvGNnttPiIIZ2455QaQQlPL0+HHh1rZHarS3JL65njJ8edpAnhpMSE097l4HtnZfhFEGs0CwsOkGP3EJhNF14ewnLoDfnV5JbWc8eqNK8e44MCLPz4vJkcrGjkxS0nHicfW5vPRGsIF2WPjeXvARbFvKToIc0wMjtCeyVB7rzekePO6OHKJ2M+IGsrPMTM8i5Pi/XJxe83TksnLjKY37xzfLb3WJZ3bMwuAqPQ2vzkaJdP3M31vPO9lH3PSJCONa46VNlEW6eDuV7IwLsiKMDC+fMmceasiXxlpveyZkKAcXJ4+UlJrNlfyVF766Dbm1ne9PgITsvw/t/r1UtSSIuP4Lfv7aGjR7Z3zYEq9pU3cPuqtDGR5TVlJxkFSAeqn9FTbqnnC16bpk+MRCmkfp4LapvaKa1rYa4fLEczfTVrEgtSbFy1KMnXQxHj0JVDbLrw+NoCYiOCuXTBFA+P7ERnz05gSWoMf/lwPw09ZvLvOVLP2gNV3LQilZDAAK+Py1Oykm3sPlLv8lL1XaV25k7xToI8PjKECeFB7CuX653RwpWAUTOwQyn1iFLqr+bN0wMbL3yV5TVFhgRy95kZbC6sZXVeOXB8lvfk6WMjy2vKSrKx90gDrR2Df4DuL2+gvdPhtRN3s9WkTNEcnL8UvO7pj1dm8fhNi8fUha4YPa5YmIRDw6vbBs/2bjhUTV6Z97O8pqAAC/eeN4v8yiZe2FTUff9ja/JJiArhojFW5Dwr2UZlQxtHXAjmVTkLXntjWQAYRftTYyPkuOMCfyl43dMPz5nJ63etlJkxwicuyppMcKCFl/uYtdPbwYoGPtlbwY3LUwkN8n5gRinFfRfMoqqxnUc+z+++/7G1+YQHB3Dd0hSvj8mTFiTb6OjS7HZ+bg3EmwWvwfhdZEjh61HFlSPMW8CvgC+ArT1uYoS01jy6Jp/pEyM5NSPeZ+O4enEy0ydG8rv39tDe6ejO8t4xxrK8YHSs6XTo7hO/gXhzPS84P0ClY41LcsvshAZZpNaAEE6pcREsmRbDK1tLBp3J8tjafOIig7nEB1le05mzJrJ0Wgx/+egA9a0d7C6rZ91BI8sbHDi2Ln6zh1CA1Cx47c26UhkJkXLccUFumbO2lB/NMBLCl2zhwZw9O4E3d5YNOpPl8bUFhARauH6Z7wIz2ck2LsqazGNr8zlib+GovZX/7izjqkXJ2MKDfTYuTxhK4WuzI7Q3g+Fmox9XZ94K3xr0rExr/XRfN28MbqzbcKia3UfquWPVNJ/W6wgMsHDf+TMprG7muY2Hu7O8Y7GVtXni7sqytJxSowuXN9bzmqTVpGvySuuZPSmKAKlzI0S3KxcmUVDVxNbDtf1uc6C8gU/3Vfosy2tSSvHTC2ZT09TOPz87xONmlnfJVJ+NyVNmTrISHGBx6biTW+L9oERmgpXC6maXZt6OZ7mldpImhI25C0shRsKVpgsVDa28tq2UKxYmERsZ4sXRneiH52SigftX7+epLwrpcmhu9VKHam9KjAplojXExesdYxtvdqXNSLDS0Nbp0sxb4XuudEmboZR6RSm1WymVb968Mbix7lFnlvfibN9leU2nZ05kRXos93+wn3UHq7h5xbQxl+UFmBgVyuToUNcyvSV25nhpPa8pI8FKdZO0mhyIw6HJK/NejQ8hRovz500iPDiAl7f0vyzt8bUFhAZZuH6Z7wMz85KiuXTBFB5fV8BbzixvdPjYK5kYEhjA7MlRLp2473IWvLZ6oeC1KSPRSpdDk1/Z5LXnHI3yyur9ahm0EP7AlaYL/95wmA6Hg9tO9n1gJjkmnFtWpvLa9hKe2VDIuXMTSYkN9/Ww3E4pRXayjZ0lg9eXMhPkU2O89zqYDRekft7o4EpE4EngH0AncDrwDPAfTw5qPNhf3sBn+yq5ycdZXpNSivvOn0VTeycRwQFcO8bW8vaUlWwbtFNaR5eDPUcbvBptB+lY44rC6iaa2rvkxF2IXiJCArlw/iTe3lVGc3vnCT+vaGjl9e1Gljcmwj9mSfzgnEwAHFr7xcWEp2Qn28gptdPlGHj6fW6p3avL0UBaHLuiobWDgqomv2m0IIS/GKzpQkt7F//+8jBnzkrwmzICd502HVtYEM3tXV7vUO1NWck2CqqaqGtuH3C7nFKj67BXE+QT5XpnNHElYBSmtf4YUFrrw1rrnwMXeHZYY9/ja/P9Jstrmjslmh+ek8l9F8wiOmzsZXlNWck2Dlc3U9PU/weotwtem7o7pcmJe79ynfWn5siJuxAnuHJRMk3tXbybc/SEnx3L8vrPCfIUWxi/uGgO3z87k2QvZje9LSs5mub2Lg5U9P/ZbhbG9lbdPFNqXARBAUqOOwPY3X3ckUSFEL0N1HThla3F1DV3+FVgJjosiN9eOo87T0ljQcoEXw/HYxaYdYwGmGXUXfDay4mK6PAgEqNC5bgzSrgSMGpTSlmAA0qpbyulLgX8I0Q8SlU0tPLG9jKuXJjMBD/J8pruOm061y31nyCWJ3QXIB1gllFOiXcLXpviIoOJiQiWTO8A8krtBAdYmOHMTgghjlk0dQLT4iJO6FrT3N7Jv788zFmzEpgW5726bK64ZkkK3zp9uq+H4VHZycZFyUDLobu7P3r5uBMUYCE9PlIyvQMwExUys1WIE6XGRbAk9cSmC10OzRPrCshKtrE41b8CM+fNm8R958/y9TA8am5SNEoNfNzxVYIcjOXQcr0zOrgSMPouEA58B1gI3ADc6MlBjXXPfOE/a3nHo3lTorEo2FFU1+82OaV2rKHeXc8LZqtJ6VgzkNwyO5mJ1jFZY0uIkVJKccXCJDYW1HC4+lhNmle3lhhZ3lP8J8s7nqTGhhMVGjhgHaOcUjtK+aYLV0aCVTK9A8grtZMQFUK81bcFe4XwV1cuMpoubOnRdOHD3eUUVjdzx6ppY67r8mgQFRpEenykS4mK+T4IGGUmRHKgvHHQpdrC91zpkrZZa92otS7RWt8CXAmM7VSgB5lZ3rNnJ5DqZ1ne8SIiJJAZE60DzjDKLbUzd7J31/OajE5pjdJqsg9aa3JL66WOhBADuOykKVgUvLLVWB7Q5dA8vq6A7GQbi6b6V5Z3vFBKkZVsY0dx/0sDckrtTPNywWtTZqKVktoWGttOrH0ljESFzC4Son/Hmi4cm936+Np8kiaEce6cRB+ObHzLTraxo7iu32uKXSXOBLkPCn9nJFhp63RQVNPs9ecWQ9NvwEgpFaWUulcp9Tel1NnK8G3gIHCV94Y4tryytQR7i3+t5R2PspNt7OznA7S908GeIw1eX89ryki00tjWSdkobTXpyUBXSW0L9pYO5siJuxD9mhQdxqoZ8by6tYQuh+bD3Uc5XN3MHavSJMvrQwuSbewvb+izIDkYS6G9vQzaZNbPOzBKZxlprT127Glp7+JgRaPULxJiABEhgVwwbxLv7DpCc3sn24pq2XK4lltXTiMwQGaE+0pWso3qpnZKalv6/LmZIPfFuUF3p7RRuqqiy6GpaBid12pDNdA7+N9AJpAD3A58ijG76FKt9cVeGNuY0+XQPL62gAUpNhZKltenspJt1DZ39BnV3l/eQHuXw2cn7t0da0bhB+i2olrO/PPnXPf4l5TUuj9jkGfWkZATdyEGdOWiJMrsrXxxqIrH1haQHBPGOXMSfD2scS0r2UaXw5gl2VtFQytH671f8No0mjul7S9v4JK/r+eSv6/3SMBr79F6HBrm+mCpoBCjSc+mC4+vzScqNJCrFif7eljjWraz23NfqyraO82O0L457kyfGIlSo/O4U1LbzLWPfcmNT2yivdPh6+F43EABozSt9c1a60eAa4DZwDla6x1eGdkY9OHuoxTVSJbXH2QlGx+OfdWTyCn1TcFr04xR2Cmto8vBnz7YxxX/+IKW9i52FNVx3gNrebVXAcSRyiuzE2BRzEyUgtdCDOSs2QnYwoP49dt72CpZXr+QZTZc6OO4k+vj407ShDDCggLYd7TRJ88/HA6H5vG1+Vz40DpKalsorm3hgofW8cS6AhxurImRK4kKIVyyOHUCqbHh/PPzQ7yfe5Rrl04lMiTQ18Ma12ZOMmp+9lW31ZcFrwHCgwNJiQkfVdc7Wmte3lLMuQ+sJa+snttOnkZQwNi/ph/o7LHD/EJr3QWUaK3Hx7wrD3l0Tb4zyytreX0tM8FKaJCFnX3Uk+gueO2D9bxgtPucFB06amYYHShv4NKH1/PQJwe57KQkVt9zCu/ffQqzJkXx/Zd38s3/bKOmqd0tz5VbamfGxEhCgwLcsj8hxqqQwAAuzprMvvIGI8u7SLK8vhYXGULShDB29JHpzSmpNwpe++jE3WIxGi6MlkxvaV0L1z2+kV+/s4dTZsSz+p5TWH33KayaHsev3t7N9U9spLSu7yUYQ5VXaicmIphJ0aFu2Z8QY5VSiisXJXOwopEAi+LmFam+HtK4FxRgYe7kqD5nGPk6UQHGcujRcr1T3djGN/6zlR++sovZk6N477uruHJR8riYBDJQwChLKVXvvDUA882vlVInzqcWA9p6uJZtRXXcfnIaAT4opCyOFxhgYd6UaHYU157ws9xSo46ELz8ARkPHGoezXeoFD62jrK6Vf16/kPuvzMIaGkRyTDjP37mMH583k0/2VnD2X9bwyd7yET9nblm91C8SwkVXOoNE1y+bSoRkef1CVrKtz0xvTqmdtLgIn2bjMxKs7PXzE3etNa9uLeHcv6xhV0kdf7h8Po/duJC4SKOD2eM3LeJ3l81jR3Ed5z6whte3j3yWa26ZnTmTo8bFRYEQI3XZSVMIsCguyppCogRZ/UJWso2cUjsdXccvnfJ1ghyMBH5+VRNtnV0+G4MrPt5TzjkPrOHTvZXcd/5Mnr9jGcle7qTtS/0GjLTWAVrrKOfNqrUO7PG1LOQeolmTrPz6krlcuSjJ10MRTtnJNnLL6o/7AG3vdLD3SINPo+1gFII7UOG/rSbL6lq4/omN/Ort3ayaHsf7d6/i3LnHz5wLsCi+cWo6b357JXGRwdz61BbufS2HpmF24amob6WyoU06pAnhorlTonnxzmV854wZvh6KcFqQbKO0roXKhrbj7s8prfOL405VYxvVjW2Db+wDNU3t3PXsNr7/8k5mTYri/btP4arFx2d3lVJcvSSF9767iswEK/e8uJNvPbeN2mHOcm3vdLDvaIMsRxPCRZOiw3j1myv434tm+3oowik72UZrh+OEGaQ5/pAgT7TS5dDkVzb5bAwDaWzr5Mev7uK2p7cQbw3lrf9vJXeekj7uJn9IQQMvCQ8O5PplUwkPliyvv8hKtnWfDJrMgte+PjnMSLDS3ungcLV/fYBqrXl9ewnnPLCGHcV1/O6yeTx+0yImWvvPIs2aFMWb317J109N44XNRZz/17VsPXzizK7B5JYZU2d9/bsRYjRZmhYrSzj9iFnHaFeP5QEVDa2U17f5/LMto7vwtf/VMfp0bwXnPLCGj/aU8+PzZvL8nQNnd6fGRvDi15fzo3Mz+XC3MzO8r2LIz7u/vIGOLs1cmdkqhMuyk21EhQb5ehjCKbu7ft6xMhx+kyD344YLWwprOP/Btby4pZhvnJrOG99awczE8Zm09ljASCn1L6VUhVIqt8d9MUqpD5VSB5z/Sqsw4TNZzs4B23sUIDULXvuqY4DJHz9Aa5va+fZz27nnxZ1kJFh577uruHpJikuZiZDAAO49bxYv3LGMLofmyn9+wR9X7x1SZ4HcUqPGx6xJ4/PDWggx+s2dHE2ARR3XcCG3+7hj882gnMwWx/503Glq6+S+13O45anNxEYE8+a3TuYbp7qW3Q2wKO46bTpvfGsltvAgbnlyMz95PYfmdtdnueZ1JyrkuCOEGJ1SYsKZEB50XBmO7o7QPr7emRYXQaBFHZe897X2Tge/f38vVz2yAY3mpa8v58fnzSQkcPwm3zw5w+gp4Nxe9/0Y+FhrPQP42Pm9ED6RNCGMuMjg4zrW7CqxExVqVO33JbPVpL90rPlsn5Hd/WD3UX50biYvfX05U2MjhryfpWmxvPfdVVyxMIm/f3qISx9e7/LFSW6pnWmxvq3xIYQQIxEWHEBmgvW4gNGuErtR8NrHbdsnWkOIDgvym/p5Ww/Xcv5f1/L8piK+fkoab357JbOH8RrNmRzNW98+mTtWTeO5TUWc/+BathW5Nss1t7Qea0ggyRPGT60KIcTYopQiK9l23AwjX3eENgUHWkiLj/CbRMW+ow1c/Pf1/OOzQ1y5MJn3vnsKi1NjfD0sn/NYwEhrvQao6XX3xcDTzq+fBi7x1PMLMRilFFlJthMyvXN9vJ4XjIuKqTHhPv8AbW7v5Kdv5HDzk5uxhQfxxrdWctdp00e0dtcaGsQfrsji0RsWctTeyoUPrePxtfmDtkHOK6v3WQchIYRwF+PEva77My/XWfDa14XJlVJk+kHHmvZOB/ev3seV//yCzi7NC3cs497zZ40ouxsaFMBPLpjN83cso6NLc8U/vuBPH+w7oQhsb7lldmZPjsIyzupVCCHGlqwkG/srGmh01hHNKfWPBDn4R6Mfh0Pz2Jp8vvrQOiobWnnsxkX8/or5kqR28nYNowSt9RHn10eBhP42VErdqZTaopTaUllZ6Z3RiXEnK9nGocpG6ls7aOvsYu/Rep9PzzT5+gN0W1EtF/x1Hc9uLOKOVdN469snu7VD2dlzEll9zymcMiOeX7+zh+se778Nck1TO6V1Lcz1cQZeCCFGKjs5mvrWTgqdNepySu0+X45mykiMZF95w4g7iw3XgfIGLn14PX/79CCXn5TE+3evYmlarNv2vywtlvfvXsVlJyXx0CcHufTh9Rzo5zjb2eVgz5F6n9eWEkKIkcpOsaE15JQYM4tyS+3MS/J9ghyMMhzFNS3DboozUiW1zVzz2Jf85t09nJoZz/t3n8JZs/sNUYxLPit6rY2zkX7PSLTWj2qtF2mtF8XHx3txZGI8yU42PkBzS+zsP9pIR5f2+fRMU2ailQIftJrs6HLwpw/2ccU/vqC908Fzty/jJxfM9kjh3LjIEB67cSF/uHw+u0rqOPcva3h164ltkPOk4LUQYozITjbKN+4sqaOi3j8KXpsyE6w0tHZytL7Vq8/rcGgeX5vPBQ+t46i9lUdvWMgfr8zC6oHCudbQIO6/Mot/Xr+QsrpWLnhoHU+sKzhhlmt+VROtHQ6pXySEGPXMuq07S+q6C177y3Enw1k/70CFd8twaK15eUsx5z6wlryyev5wxXwevWEhcZEhXh3HaODteVblSqlJWusjSqlJwNBbVgjhRj0LX08IDwZ8v57XlJFwrNWktwo9H6xo4O4Xd5BbWs/lJyXxvxfN9ninC6UUVy1OZllaLN9/eQfff3knH+0p5zeXziMmwvid5JbWA76v8SGEECM1fWIkEcEB7Ciq6/589afjDhh1HCZFh3nlOUvrWvjBSzvZkF/NmbMm8n+XzSfe6vkT9nPnJnLSVBv3vprDr97ezcd7yrn/yiwm24z/t1mMXDqkCSFGu5iIYFJiwtlRVMf+6c6C135y3Olu9HO0obujm6dVN7Zx3+s5rM4rZ0lqDH+6KmvAzpvjnbdnGL0F3OT8+ibgTS8/vxDHiQ4PIi0ugp3FdX61nhe827HG4dD8a10BF/x1HaW1Lfzz+pP401VZXm2LmhIbzgt3Gp0IPtrjbIO814gp55bZSZoQhs0Z1BNCiNEqwKKYlxTNjhI7OaX+UfDalOHFDp1aa17bVsK5f1nDrpI6fn/5PB67cZFXgkWmidZQHr9pEb+7bB47ius454E1vL7dmOWaW1pPaJCFtPhIr41HCCE8JTvZxs6SumMdoafYfDsgp+SYcEKDLF4rw/HxnnLOeWAtn+6t5N7zZvL8ncskWDQIj80wUko9D5wGxCmlSoD/BX4HvKSUug04DFzlqecXwlVZyTa+OFRFvDXEb9bzAqTGRhAU4PlWk2V1LfzwlZ2sP1jNV2ZO5HeXz2OiNdSjz9mfAIviG6emc8qMeL730g5ueWoz1yxJYWdxnWR5hRBjRlayjSfXFRIVGkh6fKTPC16bJkQEM9Ea4vEOnTVN7fzk9Rzeyz3K4tQJ/OnKbFJifXPCrpTi6iUpLE+P5Xsv7eSeF3fy4e5yimtamD0pakRNHoQQwl9kJdt4a2cZH+8pJzosiOQY78wiHUyARTFjotXjiYrGtk5+/fZuXthczMxEK/++bYnXVnCMdh47Q9FaX9PPj87w1HMKMRxZSdG8vr2UyoY27jglzdfD6RYcaCEtLtKjH6Af7S7nnpd20OXQ/PbSeVyzJNkvAmazJ0fx5rdX8ucP9vPo2ny0hqsXJ/t6WEII4RbZSTbauxysP1jFxdlTfD2c42QmevbEfXNhDXc9u4265nb+59yZ3HlKml8EZabGRvDS15fzyJpD/OXD/XR0aW5cPtXXwxJCCLfITjYSr5/srWB5eqxfnO+bMhKsrD3guSZXe4/Wc+czWymubebrp6bxvbMyRtR5c7zxj5SWED6UnWIUIHVo/5meacpItLKjuNYj+/7vzjLufnEHsydF8bdrFzA1NsIjzzNcIYEB3Hv+LL4ycyJ//+wQ582b5OshCSGEW2Sn2ADjuOMvdSRMGQlWnt14mC6HdnsgZ92BKm5/ZjOTo8N4+pYlzPaTpXimAIvirtOmc2pGPH/6YL/fBfOEEGK45kyOJtCi6HRo5vnZ9U5mYiSvbiuhtqmdCRHuLT+RW2rn+ic2EhJo4cU7l7NkWoxb9z8e+KxLmhD+YtYkK0EBxkmxv524ZyZEeqTV5GvbSvjuC9tZmDKB5+9c5nfBop6WpsXyzK1LSJc6EkKIMSIxKpSJzlo985L87bhjpbXDQXFNs1v3++neCm59ejOpsRG89I3lfhcs6mnO5Gj+dfNiFk6d4OuhCCGEW4QGBTBzklGnzt+udzxVP297US3XPPYlEcGBvPz1FRIsGiYJGIlxLyQwgNmTovxqPa/J/AB1Z6vJFzYV8f2Xd7IsLZanbl1MpJ/UzhBCiPFCKUVWsg2lYLaf1VAwWxy7swDpB3lHufPfW8hIiOT5O5ZJ22IhhPABszu0vwWMPNHoZ1NBDdc/vpGYiGBe/Poyn9XJGwvkSlEI4FunT6eysc2v1vNCjw9QN7WafGZDIf/vzTxOzYjnkRsWEhok63eFEMIXbj95GielTPCbgtemGRON2Zz7jzZwzpzEEe/v7V1l3P3CDuZOiebpW5cQHea97ptCCCGOuW7pVL9MkCdGhWINDXRbouKLg1Xc9vQWJtlCee72ZSRG+6aZz1jhX2cpQvjI2W44KfaE5AnuazX52Jp8fvPuHs6ancDfrl0gxd6EEMKHlqbFsjQt1tfDOEFESCDJMWFuOe68vr2E77+0k4VTJ/CvmxdjDZVgkRBC+MrsyVF+uRxYKUVmgpX9bujQ+dm+Cr7+762kxkbwn9uXEm+VGa0jJUvShPBjFosiI2HkHWv+9skBfvPuHi6YN4mHrztJgkVCCCH6lemG486Lm4v43kvG8uenb10iwSIhhBD9yki0sq+8Aa31sPfx4e5y7nxmK+nxkTx/5zIJFrmJBIyE8HMZCVb2HR3eibvWmj99sI/7P9jPpQum8ODV2QQFyNteCCFE/zISrORXNtHe6RjW4/+9oZD/eTWHU2bE86+bFxMeLBPahRBC9C8zwYq9pYOKhrZhPf7dnCN88z9bmTXJyvN3LCPGzd3WxjO5chTCz2UmWKloaKO2qX1Ij9Na87v39vLQJwf52qJk7r8yi0AJFgkhhBhEZqKVToemoKppyI99fG0+P3szjzNnTeTRG6VWnhBCiMGZjX6GkyR/Y3sp335uG9nJNv5z+1Kiw2VGqzvJ1aMQfi5jGJ0DtNb84r+7eWRNPjcsm8r/XTaPAIt/FfQWQgjhn7pP3Ie4LO3vnx7k1+/s4fx5iTx83UJZ/iyEEMIlGQnOhgtDPO68tLmYe17awZJpMbL82UMkYCSEn8tMGFrAyOHQ3Pd6Lk99UchtJ0/jlxfPwSLBIiGEEC5Ki48gwKLY72KmV2vNnz/czx9X7+OS7Mn89eoFBAfKKaYQQgjXxEaGEBcZMqQZRv/58jA/enUXJ0+P48mbl/hd19GxQl5VIfxcQlQIUS62muxyaH70yi5e3VbCXael88NzMlFKgkVCCCFcFxIYwLS4CJeOO1prfv/+Pv75+SGuWpTE/102X2a0CiGEGLLMxEiXE+RPrCvgV2/v5sxZE/nbtSfJ8mcPkvSPEH5OKUVm4uCtJju6HNz94g5e3VbCPWdmSLBICCHEsLnSKU1rzS/f3s0/Pz/E9ctS+J0Ei4QQQgyT0Rm6EYdj4E5p//jsEL96ezfnzTWWP0uwyLMkYCTEKJCRMHCryfZOB//fc9v5784y/ufcmXz3zBkSLPr/27vvsDir9H3g95kZOgOE3muAkAZJSCMmscaYWKImaixrL9vU1a26xS3ud/vGsvtbY40l9hI1auym9wakkNAZeht6nfP7Y+bFBCkDzMw7A/fnurgMwzBzTBjeM+c5536IiGjUUsL0KKlvQ1tXz4BfN5kkfv1eDp7fUYTbFiXgj1dM5/FnIiIatdQwPdq7e1HW0D7g16WUWPd5Hv76yQlckRGJJ9by+LMj8G+YyAWkhg/earKjuxf3vHwAn+RW4reXTsX3z01SYYRERDSepIb7QkrgdPV3d7f2miR+8fZRvLKnBN8/Nwm/uTSNRQoiIhoTpdHPQMehpZT4+5aTWPf5KayeE41/XZPB7s8Owr9lIhcwWKvJ9q5e3Pnifnx5ohp/WjUdt52ToMbwiIhonBnsutPTa8IDbxzGmwfKcP+Fyfg5jz8TEZENJIcO3ClNSok/bT6O/36dj+vnx+JvV/P4syNxwYjIBaQM0CmttbMHt76wF9tP1+Jvq2fixgVxag2PiIjGmbggH7jrNGddd7p6TPjxq4ew6XA5fr48FfdfmMLFIiIisgm9pxuiArzOKlSYTBK/2ZSDZ7cX4tZF8Xh0FY8/Oxq7pBG5gEAfd4Tov2012dTRjVuf34fDpY1Yd20GrsiIUnmEREQ0nmg1AsmhvjhZZT6S1tnTix++chCfH6/Gby6ditu5o5WIiGwsNfzbhgu9JomH3snG6/tLcffSRPxy+RQWKVTAHUZELkLpWGNs68ZNz+zBkdJGPLl2FheLiIjILlLD9MirbEZHdy/ufPEAPj9ejT+ums7FIiIisouUMD3ya1rQ0d2Ln755BK/vL8W9FyRzsUhFXDAichFKq8m1T+/G8Ypm/O/GObhkRoTawyIionEqJVyPyqYO3PjMHmw7VYO/XT0TN/H4MxER2UlquC+6eyVuenYP3j1kwM8uTsUDF/H4s5p4JI3IRaSG+6K9uxf5NS14+uZMLE0JUXtIREQ0jqVa8vMOljTg39dkYNUs7mglIiL7UXJb9xU14Ncr03DH4kSVR0SqLBgJIZYDeAyAFsAzUsq/qDEOIleyMDEYaRF++M3KNGRNDlZ7OERENM7Nig3AtEg//PC8yVjBHa1ERGRnk0N9MTs2AFfNjmZDHychpJSOfUIhtADyAFwEoAzAPgBrpZTHBvuezMxMuX//fgeNkIiIiIiIiIho/BNCHJBSZg70NTUyjOYBOC2lLJBSdgF4DcAVKoyDiIiIiIiIiIgGoMaCURSA0jM+L7PcdhYhxF1CiP1CiP01NTUOGxwRERERERER0UTntF3SpJTrpZSZUsrMkBCG+xIREREREREROYoaC0YGADFnfB5tuY2IiIiIiIiIiJyAGgtG+wAkCyEShBDuAK4D8L4K4yAiIiIiIiIiogE4vEsaAAghVgBYB0AL4Dkp5aPD3L8GQLEDhuYIwQBq1R4EkQvia4dodPjaIRodvnaIRoevHaLRUeu1EyelHDAHSJUFo4lMCLF/sJZ1RDQ4vnaIRoevHaLR4WuHaHT42iEaHWd87Tht6DUREREREREREamDC0ZERERERERERHQWLhg53nq1B0DkovjaIRodvnaIRoevHaLR4WuHaHSc7rXDDCMiIiIiIiIiIjoLdxgREREREREREdFZuGBERERERERERERn4YIRERERERERERGdhQtGRERERERERER0Fi4YERERERERERHRWbhgREREREREREREZ+GCERERERERERERnYULRkREREREREREdBYuGBERERERERER0Vm4YERERERERERERGfhghEREREREREREZ2FC0ZERERERERERHQWLhgREREREREREdFZuGBERERERERERERn4YIRERERERERERGdhQtGRERERERERER0Fi4YERERERERERHRWbhgREREREREREREZ+GCERERERERERERnYULRkREREREREREdBYuGBERERERERER0Vl09nxwIUQRgGYAvQB6pJSZQohAAK8DiAdQBOAaKWWDPcdBRERERERERETWc8QOo/OklBlSykzL578E8IWUMhnAF5bPiYiIiIiIiIjISahxJO0KABssf94AYJUKYyAiIiIiIiIiokEIKaX9HlyIQgANACSAp6SU64UQjVLKAMvXBYAG5fPBBAcHy/j4eLuNk4iIiIiIiIhoojlw4ECtlDJkoK/ZNcMIwDlSSoMQIhTAZ0KIE2d+UUophRADrlgJIe4CcBcAxMbGYv/+/XYeKhERERERERHRxCGEKB7sa3Y9kialNFj+Ww3gXQDzAFQJISIsA4sAUD3I966XUmZKKTNDQgZc7CIiIiIiIiIiIjuw24KREMJHCKFX/gxgGYAcAO8DuNlyt5sBbLLXGIiIiIiIiIiIaOTseSQtDMC75pgi6ABslFJ+IoTYB+ANIcTtAIoBXGPHMRARERERERER0QjZbcFISlkAIH2A2+sAXGCv5yUiInJFB4rr4e2uQ1qEn9pDISKiCeBYeRPau3sxJ26S2kMhIidl1wwjIiIiGl5Hdy/u2LAfP3zlIEwm+3UvJSIiAgApJX608SDu2LAPHd29ag+HiJwUF4yIiIhUtiW3Eg1t3SiobcW207VqD4eIiMa53QX1KKhtRUNbN94/Uq72cIjISXHBiIiISGWv7ClBTKAXgn09sGFnkdrDISKicW7j3hL4eeqQFOKDDTuLICV3txLRd3HBiIiISEWnq5uxt7Ae18+Lw/XzY/HVyWoU17WqPSwiIhqn6lo68UlOBa6eE41bFyUgt7wJB0sa1B4WETkhLhgRERGpaOOeUug0AqvnROOG+bHQCoGXdhWrPSwiIhqn3jpQhu5eievnxeLKWVHQe+rwwk5ed4jou7hgREREpJKO7l68fbAMF08LR4jeA2F+nlg+PRxv7C9FW1eP2sMjIqJxRkqJV/eWYG78JCSH6eHjocM1mTH4OLsCVU0dag+PiJwMF4yIiIhU8nFOBYzt3bh+fmzfbbdkxaOpowfvHjKoODIiIhqPduXXoaiu7azrzk0L4tArJTbuKVFxZETkjLhgREREpJKNe0oQF+SNhYlBfbfNiZuEaZF+eHFnMUNIiYjIpl7ZWwJ/LzdcMj2i77b4YB+cmxKCjXtL0NVjUnF0RORsuGBERERO5edvHcGmw+N/d82pqmbsK2rA2nmx0GhE3+1CCNycFY+TVc3YXVCv4giJiCaG//v4OJ7bXqj2MOyutqUTn+ZW4urZ0fB00571tZuz4lHT3ImPcypUGh0ROSMuGBERkdNo6ujGG/vL8PLu8R++uXFvCdy05rDr/i5Pj8Qkbzds2Fnk+IEREU0gJpPEy7uK8cIE+H3bF3Y9P+Y7X1uSHIKEYJ8J8fdARNbjghERETmNY+VNAIBDJY3jOvS5o7sXbx8ow7Jp4Qj29fjO1z3dtLh2biw+PVYJQ2O7CiMkIpoYiupa0drVi5L6NpTWt6k9HLsxmcxh1/PiAzE5VP+dr2s0AjctiMOhkkYcLWt0/ACJyClxwYiIiJxGjsEIAOgxSewralB5NPbzUXYFmjp6cMO82EHvc+MC89demQC7rYiI1JJjKVQAwK6COhVHYl+7CupQ3C/sur/VmdHwdtdiw05ed4jIjAtGRETkNHLLmxDk4w43rcDO/Fq1h2M3G/eUICHYBwuTgga9T/Qkb1yYFobX9pWio7vXgaMjIpo4cg1GuGs1CPJxx6788btgtHFPCQK83bB8evig9/HzdMPVs6PxwdFy1LV0OnB0ROSsuGBERBOOlJJvwJ1UjsGIWbEBmBU7adxO3POqmrG/uAFr58VACDHkfW/Jikd9axc+OFLuoNERkb3wuuOccsqNSA3XI2tyMHbm147L7pQ1zZ3YMkjYdX/fWxiHrh4TXttX6qDREZEz44IREU04bx80YN6jn6O1c/xm5Liitq4e5Ne0YFqkP7KSgpBjMMLY1q32sGxu454SuGs1uHr2d8Ou+1uYFISUMF9s2FU0Lt/EEE0UW/NqMPP3n6KcmWRORUqJHEMTpkf5ISspCFVNnSiobVV7WDb31oEy9Jgk1g5xDFqRHKbHoslBeGV3MXp6TQ4YHRE5My4YEdGEs+N0LZo6enCyqlntodAZjlc0wySB6VH+yEoKhkkCewrH1y6jju5evHOwDBdPD0fQAGHX/Qkh8L2F8cgxNOFgSaP9B0hEdrEjvxZdPSaGCTuZsoZ2GNu7+woVALBznO1uVcKu5ycEYnKor1Xfc/PCeJQbO/DZsSo7j46InB0XjIhowlEm7HmVXDByJrnl5sDr6VF+yIgJgKebZtxN3D88ag67vt6KKq/iyllR0HvqsIGtjolcVnaZ+ffbycoWlUdCZ/r2uuOP2EBvRAV4Ydc4y8/bkV+Lkvqhw677uyAtDFEBXniB1x2iCY8LRkQ0obR09vRtN+cOI+eSYzAiyMcd4X6ecNdpMDc+cNzlGL26twSJwT5YkBho9ff4eOiwZk4MPsquQHVThx1HR0T2YD72ZF6YyON1x6nkGJqg1QhMCddDCIGFSUHYlV8Hk2n8HAF+dW8JJg0Tdt2fViNw08I47Cmsx4nKpuG/gYjGLS4YEdGEcqy8CVICGsGJu7PJMTRhWpR/XxB0VlIwTlY1o6Z5fHRqOVnZjAPFDVg7L3bYsOv+vrcwDj0miY17S+w0OiKyl5L6NjR19EAjWKhwNjnlRiSH+vYFQWclBaGhrRsnxskO5OrmDnyaW4XVc6LhoRs67Lq/azNj4KHTYMPOYjuNjohcAReMiMimssuMKGtoU3sYg1KOoy1JCeHRACfS2dOLvKpmTI/067tNyZPYXTA+dhlt3FNsDrueM3zYdX/xwT44NzUEr+wpQVcPQ0iJznSqqhmnq5339/lRy3G0JSkhKKxtRWcPu6U5A2Xn17RI/77bFvblGI2PY2lv7jeHXV83gmPQikk+7liVEYX3DhnGZQMKorE4UNyAr05Wqz0Mh7D7gpEQQiuEOCSE+NDyeYIQYo8Q4rQQ4nUhhLu9x0BEjnGyshmr/7cTv//gmNpDGVSOwYhwP0+cMzkYtS2dqGsZH7tXXF1eZQt6TBLTo76duE+L9IPeUzcucozau3rxziEDLpkRjkCf0V32bs6KR01zJz7OqbDx6IhcV4WxHWue2oUH3zyi9lAGlWMwwl2rwWUzI9FrkiioGX9duFxRdXMnalu6MD3q20JFhL8XEoN9xsVxaJNJ4rV9JViQGIikEOvCrvv7XlYc2rt78cb+UhuPjsh1Gdu7ce+rh/DI+7kToojniB1G9wE4fsbnfwXwbynlZAANAG53wBiIyM46untx76uH0NljwqGSRqdtAZ5tMGJ6lD9SwvQAgLwq561KTyQ5SvDoGZVenVaD+QlB4yKA9MOj5Wju6LGqpfFgliaHICHYh+HXRBa9JomfvH4YjW3dOFZuREe3c+7cyTYYMSVC37cgzuPQzkHJlTqzUAGYdxntKax3+Zby20/XorS+HdfPjxv1Y0yL9Mfc+El4aXcxesdRrhPRaEkp8fC72ahs6sC6azPgrhv/B7bs+n8ohIgGsBLAM5bPBYDzAbxlucsGAKvsOQYicow/f3QcJ6uasWxqGGpbOmFobFd7SN+hBF7PiPJHariyYMSJuzPIMRih99QhJtDrrNuzkoJQVNfmlD9PI7FxbwmSQnwwP8H6sOv+NBqBmxbE4WBJY1/HJaKJ7H/f5GN3QT0unhaG7l6JYxXOF84rpewrVCQE+0CnETg5TvJxXF2OoQlCAGkRfmfdnpUUjJbOHmQbXPv37MY9JQj0ccfF08LG9Dg3Z8WjpL4NX0+Q4zdEQ3nzQBk+PFqBBy5KwazYSWoPxyHsvSS2DsDPAShL9EEAGqWUPZbPywBEDfSNQoi7hBD7hRD7a2pq7DxMIhqLz45V4cVdxbj9nAT86PzJAIAjpc430co1GCElMDPaH6F6D/h7uTGA1EnklDdheqT/d8KgsyZb8iROu+4uo+MVTThU0jiqsOv+VmdGw9tdiw27imwzOCIXdbCkAf/6LA+XzozA7y+fDgA4Utqo7qAGUFzXhuaOHsyM8oe7ToPEEB8WKpxETrkRCcE+8PXQnXW70sXSlY9DVzd14LPjowu77u/iaeEI8/PAC9zdShNcQU0LHnk/FwsSA3HP0iS1h+MwdlswEkJcCqBaSnlgNN8vpVwvpcyUUmaGhITYeHREZCuVxg78/K0jmBbph58vT8WUcD+4azU4YgmXdibZZ2w/F0IgNUyPPFZ6Vdfda8LxiqazciQUKaF6BPm4u3SexKt7S+Cu0+Dq2SMPu+7Pz9MNV82OwvtHypm/RRNWU0c37nvtEML9PPHolTMQ7u+JcD9Pp1wwOtrv2FNKmJ6FCieRazCedQxaEeTrgSnhepcOvn7zQBl6TXJMx6AVbloNbpgfh22napFfw2P8NDF19Zhw72uH4K7TYN21s6DVjK0A6ErsucNoEYDLhRBFAF6D+SjaYwAChBDKUn40AIMdx0BEdtRrknjgjcPo6Dbh8bWz4KHTwl2nwdRIPxwuaVR7eN+RbQm8DtF7AABSwn1xsqrZafOWJor8mhZ09Zi+kyMBmI9hLUgKws78Opf8d2rr6sG7Bw1YMT0ck0YZdt3fzQvj0dVjwmv7GEJKE4+UEr95LwfljR14fG0G/L3cAADpMf447IQLRkrgtZKblxqmR2l9O1o7e4b5TrKnupZOlBs7BixUAOZjafuLGpw2F2soJpPEq3tLkJUUhIRgH5s85tp5sXDXavDSrmKbPB6Rq/nHpyeRY2jC366eiXB/T7WH41B2WzCSUv5KShktpYwHcB2AL6WUNwD4CsBqy91uBrDJXmMgIvtav7UAO/Pr8MjlU8/qwJERE4Bsg9HpAiOzDUbMiP52USI1TI/mjh5UNnWoOCrKMZhzR6YNUOkFzDlGlU0dKKx1vc5CHx6pQHNnz5hCR/tLDtMjKykIr+wudrrXGJG9vXPQgE2Hy3HfBcmYE/dtJlhGzCQU1bWhsa1LxdF9V3aZEWkR+r5g1BRLft6pau7UUFNuufm6M9AOI8B83VGaeLiaradqUNbQbpPdRYoQvQdWzozAWwfK0MLFTppgtubVYP3WAty4IBbLpoWrPRyHUyPW+xcAHhBCnIY50+hZFcZARGN0uLQR//z0JFbOiMA1mTFnfS0jJgDt3b1ONSFu7uhGoSXwWqFUfBlAqq4cgxHe7tpBK6FZScEAXDNPYuPeEkwO9cXceNsGI96cFY9yYwc+P15l08clcmZFta347aYczEsIxA/Pm3zW19JjzL/bjzhRILzJJJFjCbxWpCodOnndUZXSmXOwQsW8xEBoBFyyS+ere0sQ5OOOi238xvbmrHi0dPbg7QNlNn1cImdW29KJB944guRQX/x65VS1h6MKhywYSSm/llJeavlzgZRynpRyspRyjZSSIQxELqalswf3vXYIYX6e+POVM74T5JsREwAATnU8ILe8CVJiwAUjBpCqK7fciKkRfoOeB48P8kaEv6fL5RgdK2/C4VLbhF33d2FaGKICvBhCShOGkh+h1QisuzbjO78vZkYHQAg41XHo4vo2NHf2nHXdiQn0hqebhjlGKss1NCEm0Av+3m4Dft3P0w0zogNcrlBR1dSBz49XY3VmtM3bfWfEBCA92h8bdhW55BFxopGSUuJnbx5BU0c3nrh+FjzdxhYg76rU2GFERC7ut+/loLS+DeuuyxhwshUX5A1/LzenCiDN6Rc8CgCTfNwRqvfAyUrn2Qk10ZhMErnlTZgWOXCOBAAIIbAwKQi7CupgMrnOJHXj3mJL2PWAzUDHRKsRuGlhHHYX1ONEpfO1EieytX99loejZUb89eqZiAzw+s7XfT10SA71daqGC0qjhTOPQms1AsmhehYqVJZbbsS0iIF3FymykoJwuLTRpfKm3thXag67nmu742hnujkrHgU1rdjuwp1Liaz1/I4ifHWyBg+vSMOU8MHnqeMdF4yIaETeO2TAO4cM+PH5yZgbHzjgfYQQSI8JcKodRtkGIyL8vw28VqSGc+KupsK6VrR19WLaAIHXZ8pKCkZ9a5fLVOXbunrw3qFyXDojAgHetgm77u/azBh46DR4kSGkNM7tOF2Lp7bmY+28GFwyI2LQ+6VHB+BIaaPT7H7ILmuEu+7bwGtFSpieR6FV1NTRjaK6tkEDrxVZSUHoMUnsK6p30MjGptck8dq+UiyaHIR4G4Vd97dyZgSCfd2xgbtbaZzLLTfiLx+fwIVpofjeQtvlULoiLhgRkdVK6trw6/dykBk3CT8+f/KQ982ICUBeVbPTVOayy4wDduFKCdPjVHUzel1o58p40rfza5AcCcXCpCAArpNj9MGRcrR09mDtfPtUeQHzDrkrMiLx7kEDjG3ddnseIjXVtXTiJ68fRmKwD35z6dD5ERmxAahr7UJZQ7uDRje0bIMRaeF6uGnPnm6nhvuiurkTDa3OFdA9URyzBF4PV6jIjAuEm1a4zHHoradqYGhsx/Xz7Pfm1kOnxdp5sfjiRDVK69vs9jxEamrv6sW9rx5CgLcb/rY63eaxAq6GC0ZEZJXuXnN+hBDAuusyoNMO/esjI8YfJvntgoCamju6UVDbipkDTA5Tw/To6DZx4qOS3PImuGs1SA7zHfJ+UQFeiA/ydpkA0o17SpAc6ovMONuGXff3vYXxaO/uxZsHSu36PERqkFLiF28fRWNbN55YOxve7roh758eHQDAOfLzTCaJXEPTWcfRFMzPU5e1hQovdy1mxU5ymULFxj0lCPZ1x0VTw+z6PNfPj4VGCLy0m7tbaXz6w4fHUFDbin9fm4FAH/vsEnclVi0YCSHihBAXWv7sJYTQD/c9RApXyhyhwa37PA+HSxvxl6tmInqS97D3d6aJu9K2ffpAE3dLi2NXOeo03uQYjJgS8d0K/EAWJgVjT0G907eSzzEYcaTMiOvn2z7sur/pUf7IjJuEF3cVc5fcGXjdGR9e3FWMz49X45eXTMHUIXLOFKnhenjoNE5x3Smqa/1O4LUiNZwLRmrKLW9CmJ/Hd46oDyQrKQg55Uan38VZaezAlyeqsXpOjM3DrvuL8PfC8mnheH1fKdq7eu36XK6E153x4ZOcCry6twR3L0nCosnBag/HKQz7G0UIcSeAtwA8ZbkpGsB7dhwTjSMldW3IfPRz3P/aIRjbnftiS4PbmV+L/36dj2szY7By5uD5EWcK8vVATKCXUwSQKtXEgSbuyaHmnS1scex4UiqB10NXeRVZSUFo7uxBTrlzhzy/urcEHjoNrpoV7ZDnuzkrHiX1bfgmr9ohz+fsGlq7sPhvX+G2F/ahuqlD7eHQKB2vaMKjHx3HeakhuHVRvFXf46bVYEaUv1M0XMgeoNGCItzPE3pPHQsVKskxGIfdXaTISgqGlMDuQufeZfTGfkvY9bwYhzzfzVnxMLZ3473DBoc8n7Pr6O7FJY9tw5r/7URxXavaw6FRKm9sxy/ezsbMaH88cFGK2sNxGtYsQf8QwCIATQAgpTwFINSeg6Lx4w8f5qK1swcfHK3A8nVbsYNdFVxOQ2sXHnj9CBKCfPC7y4fOj+jPHECq/pG0bIMRkf6eCPb9bjXRx0OHmEAvTtxVUNbQDmN797DBo4oFiUqOkfP+Hmnt7MGmw+VYOTNi0HbNtrZ8ejjC/Dzwwk4eDwCAv396EpVNHdhxuhYXr9uKj7Ir1B4SjVBHtzk/ws/TDX9fM7L8iPSYAOSUG9Gt8k7EHINxwMBrwNwYIjVMjzx26HS4tq4e5Ne0DJtfpMiICYCnm8apc4x6TRKv7S3BOZODERdkn7Dr/ubGT0JahB827CxympB5NT31TQFOVjXjWHkTLnlsG17dW8K/FxfTa5K4//XD6Ok14fHrZtl9p54rseZvolNK2ZfKJ4TQAeArgIb1+bEqfH68Gg8uS8G7P8iCt7sWNzyzB4+8n4uObm5hdQVSSvz87aOoa+3E42tnDZsf0V9GTAAMje2obla3yp9tGDjwWpEaxk5pasgtty5HQhGi90BqmN6pJ+7vW8Kub7Bj2HV/bloNbpgfh615NcivmdhvQI+UNuLVvSW4NSsem+9djJhAb/zglYN44PXDaOrgLldX8afNx3CqugX/uiZ9wIX+oaTHBKCj26R6F7KjZUakRfgNetw2JVyPk1XNfFPpYMcrmmGSwHQrjjgCgLtOg7nxgU5dqPgmrxrlxg5c78DrjhACNy+Mw4nKZuwtdI0ucvZSUteG/359GpelR+KzB5ZiVmwAfvVONu7YsF/1+S9Z7z9fncbewnr84Yrpdusy6KqsWTD6RgjxEAAvIcRFAN4E8IF9h0WurqO7F7//MBfJob64dVECZkYHYPO9i3FLVjxe2FmElY9vQ3aZ+jtPaGgv7ynBZ8eq8IvlU4ZccBlMRkwAAKi6y6ipoxuFta2YOUB+kSIlTI+CmlZ09Th3Ns54k2NoglYj+vI8rLEwKQj7iurR2eOci86v7i1BSpgvZsfaN+y6v+vmxcBNK/DSrom7y6jXJPGbTTkI8fXAfRcmY3KoL97+fhbuuyAZm46UY/m/t2Ind7k6vS25lXh5dwnuXJyAJSkhI/7+Wcp1R8Xj0CaT+bjtQI0WFKlhehjbu1Hd3OnAkVFfoWIEc5qspGDkVbWgxkn/rTbuKUWwr4fdw677uyIjCv5ebtiwq8ihz+ts/vBhLnQagYdXpCEywAsv3TYfv7tsKrafrsXF/96KT3K4y9XZHSiux2NfnMIVGZG4anaU2sNxOtYsGP0SQA2AbAB3A/gIwK/tOShyff/v63yU1rfj91dM66uuebpp8cjl0/DS7fPQ2tmLK/+7A49/ccrpA2wnqryqZvzpw2NYkhKC2xYljOoxpkX6Q6sRquZJ5CqB10NN3MP16DFJFNby3Lkj5ZQbkRzqC083rdXfk5UUhI5uEw6XNNpvYKOUYzDiaJkR18+zf9h1f6F6T6ycEYG3DpShpbPHoc/tLF7fV4qjZUY8vDINek/zcUA3rQY/uSgFb38/C55uWlz/zB784YNj3OXqpCqM7fjF20cxPcoPP7t4yqgeI3qSFwJ93FW97hTVtaJlkMBrhXJUTe2dUBNNjsGIQB93RPh7Wv09WUnm49C7Cpxvd2uFsR1fnqjCmsxoq5pH2JKXuxbXzY3BltwqlDe2O/S5nYVymuL+C1MQbvmZ0mgEbl2UgM33noPoSd645+WDePCNI9zl6qSaOrpx32uHERngiT+umu7w+ZsrGPY3i5TSJKV8Wkq5Rkq52vJn7p+lQRXXteL/fZOPy9MjkZX03XT5xckh2HL/EqycGYF/fZaH1f/bhYIJfozC2Sj5EXpPHf65Jh0azeh+eXq5a5Eaple1Y022wfzcVk3ceSzNYaSU5uDREe5cm58YBI2AU7Y5fmVPCTzdNLhytmPCrvu7OSseLZ09eOdgmSrPr6b61i78bcsJLEgMxOXpkd/5ekaMeZfr9xbG4bkdhbjsie19YfjkHHpNEj95/TC6esaWHyGEQHq0v8rXneF3saSEWRou8LrjUDmGJkyL9BvRm8JpkX7Qe+qwywmPpb2+rxQmCayd67jjaGe6cUEcTFJi454SVZ5fTWeeprhlgGD+yaF6vPODLNx7/mS8d9iAS9Ztc+oj9RORlBIPv5uDCmMHHrtuFvw8HZM96Wqs6ZJWKIQo6P/hiMGR65FS4pH3c+GmEXh4Zdqg9/P3dsNj183CE2tnobC2FSsf346XdhfzLL+T+L+PjuNEZTP+sSbdqrazQ8mIDcCRskbV2o1mG5oQFeCFoCFyMBJDfKDVCHZKc6Dq5k7UtnRZnSOh8Pdyw/Qof6ebdLV09uD9wwZcOjMS/l7qTDgyYgIwM9p/QoaQ/n3LCbR09OAPVwxeHfRy1+IPV0zHi7fNQ1NHN1b9Zwee/JK7XJ3F/77Jx+6Cejxy+TQkhviO6bEyYibhVHWLarvtssuM8NBpkBw2+P9HkK8Hgn09uMPIgTp7epFX1TziQoVOq8H8hCCnK1T0miRe31eKxcnBiA3yVmUMMYHeuGBKGF7dWzLhdm4qpyn+cMX0QXd3uWk1eGBZKt66ZyHcdRpc/8xuPLqZu1ydxVsHyvDBkXL85MJkh0cJuBJryjeZAOZaPhYDeBzAy/YcFLmuz49X46uTNfjJRSkI8xt+u+9l6ZHYcv8SZMZPwm/ey8Etz+9DFdsgq+rzY1XYsKsYt5+TgHNTx94QMSM6AM0dPShUqc2oeRfL0IsSHjotEoJ9uMPIgXKsqMAPZmFSEA6VNqCty3mOXr1/uBytXb1YO0+dKi+ghJDGI7+mFdsnUFbPoZIGvLavFLedkzBgR6r+lqSYd7leMiMC//g0D9c8tQtFPI6qqoMlDfjXZ3m4dGYE1swZ+w699Bh/SAnVshKzDUMHXitSw325w8iB8ipb0GOSVjdaOFNWUhCK69pQ1tBmh5GNztcnq1Fh7HBok4WB3JIVj7rWLmw+OnGyepTTFFdkRGKh5cjiUGbFTsLme8/BDfNj8fS2Qlzx5I6+PC1SR0FNC373fi4WJAbi++dOVns4Ts2aI2l1Z3wYpJTrAKy0/9DI1bR39eKR93OREuaLm7Pirf6+cH9PvHjbPPzximnYU1iHi9dtnVAXHWdS1dSBn711BNMi/fDz5ak2ecyM2AAAUCVzRgm8Huo4moKd0hwrx9AEIYC0iJHtMALMAaTdvRL7ixrsMLLR2bi3GFPC9Zht+XlXy6XpEQjycceGnRMj/LrXJPHbTbkI1Xvg3guSrf6+AG93PLF2Fh67LgOnq1uw4vFteGUPd7mqobmjG/e9dgjhfp549MoZNsmPUBouqHEsTQm8tua6kxKmR15Vi2o7cCeanL7A61FcdyZbcoycaJfRxj0lCNF74II0x4Zd97dochCSQnzw4gQJv1ZOU7hrNXhoxeCnKfrzdtfhT6tm4IVb56KhrQur/rMD//nqNHr5+ne4rh4T7nvtMNx1Gvz72gxoRxm9MVFYcyRt9hkfmUKIewCMrLc2TQj/7+vTMDQOvTVzMEII3LTQ3AY5LsgHP9x4EPe/dgjGdgbEOYrJJPHAG4fR0W3C42tnwUNnfRDxUJJCfOHjrlWlY42yi2VGdMCw900J06Okvs2pdq2MZznlRiQG+8DHY+SXk7nxk6DTCKc5HpBdZkSOoQnXz3d82HV/Hjot1s6LxRcnqlBa7zyVcHt5dW8Jsg1G/HrlVPiO4mfpiowobPnJEsyJm4SH383BbS/sQzV3uTrUb97LgaGhHY+vzbDZcc4Ab3fEB3mrEnxdqAReD9GZU5Eapkd7dy/KGiZmYLCj5RiM0HvqEBs48uNbKaF6BPm4O82CUXljO746WY1rVAi77k8IgZuz4nGkzIhDJc5TyLEX5TTF/RcmW3Waor9zU0Ox5f4lWDY1HH/fchLXPrULJXXj/3rtTP756UlkG4z469UzEeHvpfZwnJ41v2H+ecbH/wGYA+Aaew6KXE9RbSv+900BVmVEYkHi8FszB5MU4ou371mIn1yYgg+OVmD5uq3YMYGOVqhp/bYC7Dhdh99dNhVJY8yPOJNWIzBDpQDSvgUja3YYhftCSuB0NQPYHSF3FIHXCm93HWbFBjhNAOnGvcXwdNPgigznaMV6w4JYaITAS7vH9y6jupZO/H3LSWQlBeHSmRGjfpwIfy9suHUeHrlsKnbmm3e5fpzNXa6O8M7BMrx3uBz3XZCCOXGBNn3s9JgAVa47yjE4q3YYhbPhgiPllI888Fqh0QgsSDLnGDnDTsTX95VCArhOpbDr/q6aHQ1fDx027CxSeyh2pZymSA3Tj+g0RX+TfNzx5PWzsO7aDJysasbyx7bi1b0lTvGzNd5tO1WDp7YW4Ib5sbh4Wrjaw3EJ1hxJO++Mj4uklHdKKU86YnDkGqSUeOSDXLjrRrY1czA6rQb3XZiMd76fBS93LW54Zg9+/0EuA+Ls6EhpI/6x5SRWzAjHtXNjbP74GTGTcLyiyeH/hkfLjIgKMLdYHg5bHDtOXUsnyo0do8qRUCxMCka2waj6LsTmjm5sOlyOy1QMu+4vwt8LF08Lw+v7StHeNX5/b/71kxNo7ezBH66YNuadXRqNwC2LErD53sWICfTG9185iAfeOMw2yHZUVNuK37yXg3nxgfjR+bbPj8iICUBlUwcqjY7dMZZtsARehw5feFHuw+PQ9tfda8LxiqYxXXeykoJQ2dSBQpUzz3p6TZaw6xDEjGK3lD34euiwek40NmdXoLp5/O7S/G/faYppY97ZJYTAqllR2HL/EmTEBOBX72Tjjg37UdPcaaPRUn91LZ144I0jSA71xa9XTlV7OC5j0J90IcQDQ304cpDk3D49VoWvLUHXoaPYmjmY9JgAbP7xYtySFY/ndxTh0ie2qxZgOZ61dPbg3tcOIczPE/935Uy7HKnJiPFHd6/E8Yommz/2UHIMRquqvAAQF+QDd52GE3cHyC03/xxMG0WOhCIrKQgmCewtrLfVsEbl/SPlaOvqxfUqh472d/PCeBjbu7HpsEHtodjFgeIGvLG/DLcvTsDk0OGDrq01OdQXb38/C/ddkIxNh8vZBtlOzPkRh6DVCPz7OvvkR6RbcowcfRw622DE1Eg/6Kx4M6n3dENUgBcLFQ6QX9OCrh7TqHe2Aub8PACqH4f++mQNKps6cL2KTRYG8r2FcejulXhtb6naQ7GLwtpWPPVNAa6cFYX5YzhN0V9kgBdevn0+fnvpVGw/XYuL123FJzmVNnt8MpNS4mdvHYWxvRuPr50FL3fbRG9MBENdzfTDfBChvasXf/jgGKaE63HzwjibP76XuxaPXD4NL90+Dy0dPbjyvzvwxBdsg2xLv92Ug9L6Nqy7LgP+3vbZIZGuQgCpsb0bRXVtVuVIAOajc8mhvjhZxSNp9qYEj04bQ6V3VmwAPHQa7FTxWJqUEhv3lCAtwq8vZNdZzEsIxJRwPV7YWTTutrj3miR+814Owv08ce/51gddW8tNq8FPLkrB29/PgodOg7VP78afPmQbZFv612d5OFJmzo+ICrBPfsTUCD+4aYVDrzsmk0TuCAoVAJAazoYLjpBjMBcqRhN4rYgP8kaEv6fqi8gb95YgVO+BC9LG3snWlhJDfLEkJQSv7ClG9zibp0sp8bv3c+Gh0+BXK6bY/PE1GoHbzknA5nvPQWSAJ+55+QB++uYRNHOXq828sLMIX56oxkOXTBlVw5WJbNAFIynl74f6cOQgx4NTVc24+v/tHHete//z1bdB19ZU00ZrcbK5DfKKGRH452d5uG79bk7ebWDz0Qq8c9CAH5+fjLnxts2POFOEvxfC/DwcGkCaO4q27alheuSx0mt3uYYmxAZ6j+kIl4dOi7nxgapO3I+WGZFb3oTr58WoHnbdnxJCeqKyGbsL1N2FZWuv7CnGsYom/ObSqaMKTbdWRkwANt+7GN9bGIdnthfi8ie3o7Gty27PN1HsKajDU1vzsXZeDC6ZMfrsqeF4ummRFuHn0OtOQW0rWrt6R3TdSQnTI7+mZdy9wXY2OQYjvNy0SAgefUajEAILk4Kwq6BOtc52hsZ2fH2yGtdkxqgedj2QW7LiUNXUiY/GWQ7cltwqbM2znKbQ2+40RX+TQ/V45/uL8OPzJ+Odg2VYvm7bhGhgYW+nqprxfx+dwAVTQseUPTVRWdMlzVMI8UMhxH+FEM8pH1Z+314hxBEhRK4Q4veW2xOEEHuEEKeFEK8LIYYPFxkH/L3ccKy8CX/bckLtodhMQU0L1m8twFWzojAvwX6LDQp/bzc8vnYW/u+qGdhf3IAtudyuORYmk8S/PjuJtAg//NgO+RH9pUcH4IgDjxRmjyDwWpESrkdlUweMbazo2FNOuXFMVV7FwqQgnKhsRm2LOuf9X91bAi83La6Y5Rxh1/2tyohCiN4D//j05LjZZVRrCbo+Z3IwVsywf1ill7sWf7hiOp69ORN5VS14c3+Z3Z9zvFv3+SmE+3niN5faPz8iPToAR8uMDntzrzRamGnlzlbA3HChu1eOu4Kis8ktNx8VHOvxx6ykYNS3dqkWVN4Xdj3P9nmTtnBuSiiSQ32x7vNT42YRtK2rB3/80Hya4nt2OE3Rn7tOgweXpeLNe7JQ3dwx7oPEHeE/X52Gm1bgb6vtE70x3lmzNP0SgHAAFwP4BkA0AGt+S3YCOF9KmQ4gA8ByIcQCAH8F8G8p5WQADQBuH8W4XU6onyfuXpqIj7IrcaDY9au9Z27N/KUdtmYO5drMGERP8sIb+8fnGWlH+epkNfJrWnHP0kS77g5TpMcEoLC21WEV+myD9YHXilRL8HVeNXcZ2YuxvRvFdW1jOo6myEoyZwjsLnD8LqPmjm68f6Qcl6dHws/TOcKu+/Ny1+KBi1JwoLhh3OQh/OXjE+jo7sUjl4896HokLkgLw+zYALyxv3TcLL6pIcdgxK6COty6KB7e7vbbHaZIjwlAS2cP8mscc9T4aJkRnm4aTB5Bp9G+hgs8lmY3JpPEsfImTI+0TaECUCfHyBx2XYKlKSGInuQcYdf9aTQCv1oxBYW1rdi4p0Tt4diEo05T9DcnbhIumBKGdw8Zxs3imxrKG9vxwdEKXDcvFkG+HmoPxyVZ81M/WUr5GwCtUsoNAFYCmD/cN0kz5QrtZvmQAM4H8Jbl9g0AVo100K7qriWJCNV74E+bj7v8hHNLbiW2narFA8vsuzVzIBqNwOo50diZX4eyBm7THK2ntxUg0t8TK+x4JOBMs/oCSB2zyyh7hDkSwBktjnkszW6OlSs5EmNfMJoR5Q9fD50qE/d3DhrQ1tWLtU4Wdt3fmjnRSAnzxV8+OYGuHteecO4vqsdbB8pwx+JETLaiA5WtrcmMwanqFofulBxvnt5WAF8PHa5zUFhvhoPz83IMRqRFWBd4rUgK8YVGgMeh7aioznxUcJoNrjtRAV6ID/LGLhXy8z4/XoWqpk6sdbKw6/7OSw1FVlIQ1n2e5/KdJvtOU8x2zGmK/tZkRqOutQtfnqh2+HOPFy9Ydmjduihe1XG4MmuuaMorvVEIMR2APwCrUtaEEFohxGEA1QA+A5APoFFK2WO5SxmAAffyCyHuEkLsF0Lsr6mpsebpnJ63uw4/XZaKQyWN2OzCZ3vbunr6gq5vWmD/rZkDuXp2NKQE3j4wPjsA2Vt2mRG7C+px66IEh52BnxHtDyHgkDwJZReLtYHXikh/T/h66BhAake5fYHXY6/06rQazE9wfI5RS2cPnvjyNDLjJiF9hD9jjqbTavCrFWkormvDy7uL1R7OqPX0mvCbTbmI9Pd0yBHagVw6MwKebhq8yd2to2JobMeHRytw3dwYh+3KSwz2gd5T55BOab0midxyI2aOcFHC002L+GAf7jCyoxylUGGDna0AsDApGHsK6h3agKWn14R/fJqHhGAfXDDFucKu+xNC4KEVaWhs78Z/vjqt9nBGTTlN4anT4leXpKkyhqUpIQjRe/A49Cg1d3Tj1T0lWDEjwml35bkCa94prhdCTALwGwDvAzgG87GyYUkpe6WUGTAfY5sHwOqzS1LK9VLKTCllZkhIiLXf5vSunhONKeF6/PWTE+jscc3Q5ie/PI1yYwf+uMqxWzPPFBPojUWTg/DWwVLVggdd2dPbCqD30Dn0DLze0w2TQ3wdUunNHUV+EWCe5KSE+XKHkR3lGIwI9/NEsI22BWdNDkZhbSvKG9tt8njWWP9NPmpbOvHwyjSXOAt/bkoIFicH4/EvT7lsPtfLu4tx3BJ07YijTAPRe7phxfQIvH+knE0XRuGFHYUAgFvPSXDYc2o0AunRAQ657hTWtow48FqRGqZHHjt02k2uwQh3rQbJYbbZmZiVFITmzp6+hShHeG1fKU5Xt+CXl0xRbe49EtOj/HHVrGg8v6PIZUObP8kxn6Z4cFkKQvTqHGXSaTW4anYUvjpZjermDlXG4Mpe31eK5s4e3LnYcded8WjQ3zhCiGNCiF8D+EpK2SCl/EZKmSilDJVSPjWSJ5FSNgL4CsBCAAFCCGW2Fw1gQm0R0WrMq+6l9e14aZfrVXvza1rw9LYCXD072q5dtayxZk4MSuvbsbtQ3famrsbQ2I7N2RW4bl4M9A7OXkmPCcCR0ka7H8k8OsoFI+DbFseufmzUWeWUN9kk8Fqh5Bg5apdRpbED67cV4NKZEZgVO8khzzlWQgj86pI0GNu78eRXp9QezojVNHfin5/mYXFyMJZPt3/Q9VBWZ0ajuaOHTRdGqKmjG6/uLcXKGRGICvBy6HOnx/jjREWz3Rf5+hotjGLXYUqYHkV1rVyItJOcciNSw/U221G9IFHJMXLMsbTmjm6s+zwP8+IDsWxqmEOe0xZ+enEKBIB/fHpS7aGMWFtXD/7w4TGkRfjhRpVOUyjWzIlBr0nivUMT6i3zmHX3mvDc9kLMTwjEzOgAtYfj0ob6zbkWgA+ATy3dzn4ihLA67EQIESKECLD82QvARQCOw7xwtNpyt5sBbBrNwF3ZkpQQLEkJweNfnHKpFr1SSjzyfi483bT45SWODboeyMXTwqH30OEtbtMckee3F0IAuHWR41fb02MCUNfahbIG++4GyTYYET3JC5NGEHitSAnTo6GtGzUqdd4az9q6zOGztgi8VqSG6RHo4+6wHKN/fnoSJhPwi+Xq/w4ciamRflg9OxobdhajpM61qr3/9/FxdPT04vcODroeyIKEIERP8uLxgBF6fW8pWjp7cOfiRIc/d3p0AHosx8XsKbusacSB14rUcD2kBE5Xc5eRrUkpkWOwbaEiRO+B1DC9wwoVT31TgNqWLpfZ1aqI8PfCnYsTselwuUPiCGzpiS9Po8LYgT9eMU31HV2TQ30xKzYAb+4vYzFzBD7KrkC5sQN3LXH8dWe8GfQVIKU8IqX8lZQyCcC9AGIB7BFCfCWEuNOKx44A8JUQ4iiAfQA+k1J+COAXAB4QQpwGEATg2TH/X7igh1ek9eVguIqPLVszf7osVbWtmWfyctfisoxIfJRTgWYnDNXr6O51uuNyTR3deG1fKVbOjECkg6u8wLfB1/Y+HpAzisBrRV+ntEpO3G3teEUTpLRN4LVCoxFYmBiEXfm1dp9IHStvwlsHy3DLonjEBLreWfgHl6VCowH+tuWE2kOx2t7Cerxz0IC7liQicRRvxG1NoxFYMycGO/JrnbLpQmdPr0NzVazR3WvCczsKsSAxcFS7b8bq2+BrOy8YGRoxdYSB14q+Tmk8Dm1zZQ3tMLZ327RQAZi7pe0rqrd7vESFsR1PbyvAFRmRSLf8LLuSe85NQrCvOx79yHUa/pyubsEz2wqwek40MlU+TaG4xombLnT1mJyui5uUEk9vK0BiiA/OS3XuzC9XYNVVTUq5W0r5EwDfAxAA4EkrvueolHKWlHKmlHK6lPIPltsLpJTzpJSTpZRrpJQTsoyfGq7HNZkxeHFXEYpqW9UezrBaO3vwxw+PYWqEH25woq5Aa+ZEo6PbhA+POleIeEtnD87561f46yfO9cbstb0lqlV5AfPPvbtOY9dKk7HNHHg92kWJvk5pDCC1uRyD0iHNdpVewDxxLzd2oNiOO2eklPjzR8fh7+WGH56rTujyWIX7e+KuxYn48GgFDpY0qD2cYfX0mvDbTTmICvDCD89znr/zq+eYe3U4W9OFnl4TVjy2DT9984jaQznLR9kVqFCxyhvq54lIf0+7XnfMgddNoy5UxAd5w12rYcMFO1B2ltmyUAGYj0N3dJtwuKTRpo/b39+3nIQE8NNlqXZ9Hnvx9dDh/gtTsLewHp8eq1J7OMNyttMUCqXpwhtO1nRBSombnt2Dm5/b61QLgrsL6pFjaMKdixOh0bjOrjxnNeyCkRBirhDiX0KIYgCPAHgKQKS9BzYRPHBRCnQajUtUe/u2Zq5Sf2vmmTJiAjA51Nfputa8sa8UtS2deHZ7IQqdZEGwu9eE53cUYWFikM0nTtZy02owPdLPrjuMciyTw5mjrGQH+3ogyMedLY7tIMdgRJCPO8L9PG36uEqOkT2PpX2dV4Ptp2tx7/nJ8Pd2bPaXLd29NAnBvh54dLPzV3tf3FWME5XNqgZdDyR6kjeykpyv6cKW3Crk17TivcPlOFDsHAuCUkqs31qApBAfnJuiXpU3Pca+wdeFtS1o6+rFjFHmZOi0GiSF+rJQYQc5hiZoNQJTLMUgW5mfGASNsO91J8dgxLuHDLjVRXe1Kq6bG4PJob74y8cnnG4nSn8fZVdi++la/OziVJs157AFvacbLpkegQ+crOnCgeIG7Cmsx878OmzJdZ4Fwae3FSDIxx1XzhqwGTuN0FCh138WQuQD+C/MwdSLpJTnSin/J6VkyrANhPp54u6lifgouxIHiuvVHs6gTlc345ltBVgzJxpz4pxja6ZCCIE1c6JxsKTRac7+9/Sa8Oz2QkyN8IO7ToO/Ockuo81H1a3yKjJiJiGn3Gi3SYMSPDqW9rkpYXpO3O0gp7wJ06L8bZ7BkBDsg3A/T7sFkPb0mvDnzccRF+StevjlWPl46PDgshQcKG7AJznOG9xc3dSBf3+Wh6UpIbh4mvOFvCpNF/YUOse1W0qJ9dsKEBfkjVC9Bx7dfMwpFgR3FdQht1z9Km9GTABK6ttQ32qf3MijZaNvtKBIDfNlocIOcsqNSA71haeb1qaP6+/lhulR/nbLMZJS4tHNxxHg5YYfuOiuVoVOq8FDK6agsLYVG/eUqD2cQSmnKaZF+uGG+c53rV/jhE0X1m8tQIC3m2VB8Di6etRfEDxd3YwvT1Tjewvjbf66n6iG2irSAWC5lHKulPKfUkomPNrBXUsSEar3wJ+ctNorpcRvN+XC212LXzjR1swzXTk7ClqNwFsHnONH9JPcShga23Hfhcm4Z2kSPs6pxP4idd9UKFXeyaG+WJoSoupY0mP80dFtstvW++wyI2ICRxd4rUgN1+NUVbNT7R5wdZ09vThV1YzpkbY9jgaYF46zkoKwK7/OLr9H3zxQhlPVLfjl8ilw1znPDsvRWjMnGilhvvjLJyecYnI3kP/7+AQ6e0x4xAmCrgeyfHo49J46p9ndur+4AUdKG3HHOQl4cFkKDpY04mMnWBB8emsBgn3dsUrlKq+S/XKkrNEuj59tMMLLTYukEJ9RP0ZKuB7lxg40OWEmo6syB14bbZ5fpFiYFIRDpQ1o6+qx+WN/dbIauwrqcN8FyfD3ct1drYrzUkORlRSEdZ/nOe3P+ONfnkJlUwf+cMV0aJ3wGJOzNV0orG3FZ8ercNOCODy8Ig1FdW3YuEf9DuDPbCuEh06DmxY636Kfqxoq9PoPUkrX67/rYrzddfjpslQcKmnER9nqT+76+/BoBXbm1znd1swzheo9cV5qCN4+WKZ62KeUEk9vLUBCsA8uTAvDnYsTEean/oLgrvw6HKtowp2LE1Q/y5th5+Dr7DEEXitSwvRo7eqFodG+3dwmkrzKFvSYpN2OQy5MCkJdaxfyqmy707C1swf//DQPmXGTVG/pbis6rQa/WpGG4ro2vLxb/cldf3sK6vDuIQPuXpqIhODRvwG3J083LS5Ld56mC+u3FmCStxtWz4nB6jkxmBKux18+PmH3QN6hnKpqxlcna5yiyjsjyh8aAbvlzWSXGTE1cnSB1wql4cIp7m61mermTtS2dNk8N0+RlRSM7l6J/UW2PQLa02vCnz86gYRgH9zg4rtaFUIIPLQiDY3t3fjvV/lqD+c7Tlc349lthbgmMxpz4iapPZwBaTQCq+dEO03ThWe3F8BNo8H3Fsbj3NQQnDM5GI99cQrGdvWuiTXNnXjnoAGr50QjcAyFYzqb65dKx4Gr50RjSrgef/1E3cldfy2dPfjTZvPWzOudcGvmmVbPiUFNcye2nqpRdRz7ihpwpMyI285JgFYj4OWuxU+XpeJwaaOqwdzrt5mrvFdkqH+WNzbQG5O83ewSQGps60ZJ/egDrxWp4eZuTAwgtR0lW2osRwWHsrAvx8i2x9Ke+iYftS2dLtfOeDjnppgnd49/eQrGNvUXPBTdvSb8dlMuogK8nP4YhtJ0YbPKTRcKalrw+fEq3LggDl7uWmg15jdmJfVteGmXeguCz2wrhKebximOcfp46JASprfLDqOxBl4rvu2U5hzH68eDHIN9Aq8Vc+MnQacRNs8xem1fKU5Xt+CXl0yBmxPlho7V9Ch/XDkrCs/tKERpvfoLHoqzTlMsd87TFIqrZ0dDSvWbLtS3duGtA2W4clYUQvQeEELgVyumWBYE1esA/tKuInSbTLj9nATVxjAejZ/fQi7MWSZ3/T3+xSlUNXXij6ucc2vmmc6fEopAH3fVt2n2VXlnR/fddtXsaKRF+Km2IJhX1YyvT9bgZieo8gLmKlN6TACO2KHFsZJfNDMqYEyPkxzGTmm2lmMwQu+pQ0ygl10eP3qSN+KCvG06ca80dmD9tgJcOjMCs2Kds+I4Wkq119jejf98rd7krr8NO4twsqoZv7tsKrzc1f99NZS+pgsqH4d+dnthX5VXsSQlBEtSQvDEl6fR2Gaf3J6hVDd34N1DzlXlTY8OwJHSRpvv9i2oaUF7d++YF4yiArzg465locKGcgxNEAJIi7DPDiNvdx1mxQZglw0LFc0d3Vj3eR7mxQdi2VTny28bq58uS4UA8I9PT6o9lD59pymWT0GQk56mUMQEemPRZPWbLry8uxgd3SbcsfjbhZlpkf64enY0nt9RpMqCYHtXL17aXYwL08KQGOLr8Ocfz6xaMBJCzBRCXC6EuEr5sPfAJhplcvf4F6dUmdz1l1fVjOe2F+K6uTGY7QJvlNx1Glw5KwqfH6+yW6jlcPJrWvDFCfNZ3jPf6Gg1Ag+vSENZQzte3On4BcFnthU4TZVXkR4dgLzqZrR02vbcf1/g9Ri3n/t5uiHS35MBpDaUU96E6ZG2D7w+U1ZSEHYX1KHXRpOof356EiYTnL7iOFpTI/2wenY0XlBpctdfVVMH1n1+CuelhuAiF3ijJITANZnROFDcoFrThbqWTrx1oAxXzTZXec/00IopaO7oxpNfOn5B8KVdxZYqr7pNFs6UHhOABssuVFvqC7weZWdOhUYjkBymx0led2wmp9yIhGAf+HrYr8viwqRgZBuMNjuG89Q3Baht6cJD42xXqyIywAt3Lk7EpsPldtlpPlLKaYoZUf64fl6s2sOxitpNFzq6e/HiriKclxrSV2BVPLgsBRoN8Pctjl8QfOtgGRraulVv7jMeDbtgJIR4DsBzAK4GcJnl41I7j2tCemjFFLR09uAJFSZ3ZzJvzcyBj4cOP3ehN0prMqPR3Svx3iF1tmk+u70QbloNbjqjyqs4JzkY56aG4IkvT6HBgQta1c0deO9QOdbMiRlTCLStZcQGQEpz7oMt5RjMgdcB3mP/f00J1+OkjfNwJqruXhOOVzTZLUdCsTApGM0dPcgtH/vP1bHyJrx1sAw3Z8W5dDvj4Ty4LBUaDfBXJ+jm+Ojm4+jqdd6g64GsmqVu04WXd5egs+fsKq9iSrgf1syJwYZdRSipc9yCoFLlvSgtzKkyqOyVn/dt4PXYK9qpYXruMLKhXIPRbsegFVlJQTBJYK8N3rxXGNvx9LYCXJ4e2ffzOh7dc24Sgn3d8ehH6jf8eezzPFQ3u8ZpCsXF08Kh91Cv6cJ7hwyobenCnQMszET4mxcE3z9Sbres0oH0miSe3VaA9JgAZDppBpUrs2aH0QIpZaaU8mYp5a2Wj9vsPrIJSJncvbirCMV1raqN4/0j5dhdUI+fL091mq3k1pgS7ocZUf6qHA+oa+nE2wfKcNWs71Z5FQ+tSENLZw8e/9JxWfIv7ix2yrO86dEBAGw/cT9qaBzzcTRFapge+dUtqgepjwf5NS3o6jHZLUdCsTBRyTEa27E0KSX+/NFx+Hu54UfnJdtiaE4r3N8Tdy1OxIdHK3CwxLbBrSOxM78W7x8pxz1LkxAX5DyLDMNRmi68o0LTBaXKe/6UUEwO1Q94nweXpUCn0Th0QfCtA6VodMIqb0qYL7zctDa/7pi7cPnZ5M1mSrgeda1dqG3ptMHIJra6lk6UGzvsXqiYFRsAD53GJvl5/9iSBwngZxenjn1gTszXQ4f7L0zB3sJ6fHasSrVxnKxsxnM7inDd3BiXWqDzctfisgx1mi6YTBLPbC/EtEi/vjlXf3cvTUKwrwce3XzMYQuCnx+vQlFdG+5anOgyBSdXYs2C0S4hxFS7j4QAfDu5+9sn6pztbe7oxqObj2NmtD+um+saWzPPdE1mNI5XNPUFHTrKS7uLB63yKlLC9Lh2bixe2lWMwlr7Lwi2dfXg5T3FWDY1DPFOVOUFgEAfd8QFedt0O3JjWxdK69tttiiREqZHV68JRQ6szI9XOYYmALBba2NFiN4DKWG+Y14w+iavBttP1+Le85Ph7+367YyHo0zu/qxSN0cl6Dp6khd+cG6Sw59/rNZkxqBahaYL7x4yoK61a8jrTqifJ+5emojN2RU4UGz/BcFek8Sz2wuRERPgdJ2GdFoNZkT52/S6owRe2+q6o3RK43HoscstN1937L3DyEOnxdz4QOwa43Unx2DEO4fKcOui+HG9q1Vx3dwYJIX44C8fn0C3CoU55TSF3lOHn13sOqcpFGo1Xfg6rxqnq1tw15LBF2Z8PXR44KIU7CtqwJZcxywIPr21ANGTvHDxNOc/zu6KrFkwehHmRaOTQoijQohsIcRRew9sonL05O5MUkr838cnUNPSiT9e4TpbM890eXoU3HUah27T7OjuxUu7inHBEFVexU8uSoa7ToO/OaDa+9aBMjS2dePOxc5V5VWkRwfYtGONsigx1uBRRWq4ZeLO4wFjlmMwwttd65DjKVlJwdhXWI+untFNQM3tjI8jLsjbqXK/7MnHQ4cHl6Vgf3EDtuRWOvz5n/zyNE5Xt+CRy6Y5RTD/SJ0/JRRBDm66YDJJPLOtANOjBq/yKu5akohQvWOqvZ8ds1R5h3gzoab0GH/klDfZ7A1qvo0CrxUplg6dbLgwdkpnTnsXKgBzl84Tlc2j3hmm7GoN8HJz+u6QtqLTavDQijQU1LZi454Shz//q3tLsaewHj+/eIpLnaZQKE0X3nDwsbT1WwsQ6e+JFTMihrzfNZnRSA71xV8+Pj7q+Zi1DpY0YH9xA24/JwG6cdRV0JlY87f6LICbACzHt/lFl9lzUBOdMrn7kwO38nV09+LHrx7Cxj0luH1RAtJdaGvmmfy93bBsahg2HSl3WEeydw4qVd7hF2ZC9Z64Z2kSPs6pxP4i+4XV9ZokntlWiFmxzlflVaTHBKDC2IGqpg6bPN5RQyMA2y0YTQ71hRBgAKkN5JYbMTXCNkc2hrMwKQjt3b2jXox880AZ8qpa8MvlU+CumzgTjzVzopES5ou/fHzC7pM7RU+vCb/dlIPHvjiFy9IjcaELBF0PxE2rwSoHN1346mQ18mtacacV2++93c0LggdLGvFxjn0XBJ/eVoCYQC9cPC3crs8zWukxAejqMeFEhW1+rys5fDPHGHitCPH1wCRvNxYqbCDX0ISYQC+H7BLNSjIv2u4uGN0uo69OVmNnfh3uuyAZ/l7jf1er4vwpoViYGIR1n+ehyUFHq6SUeOzzU3jo3WwsTAzCtXNjHPK8tiaEwJo50ThY0uiwpgvZZUbsLqjHrYsS4DbMwoyyIFhU14aNe+zb8OeZbQXw89ThmkzX/Ld0BdbMhmuklO9LKQullMXKh91HNoEpk7tDJY34KNv+1d6qpg5c89QubM6uwC+WT8HDK9Ps/pz2tCYzBo1t3fj8WLXdn8t8lrcAM6L8sSAx0KrvuWNxAsL8PPAnOx7/+OxYJUrq26x6M6EWWweQ5hiMiA30ttnk0NNNi/ggH07cx8hk4yMbw1mQEAQhgJ2nRz5xb+3swT8/zUNm3CQsn+6cb3jtRafV4FeWyd3Lu+1/iTe2deOW5/fhxV3FuHNxAtZdm2H357QnRzddeHqbdVVexeo5MUgN09t1QfBAcQMOFDfg9kUJTrtDue+6Y6PdrdmW3ZO2auEshEAKO6XZRE65/QOvFTOi/OHroRvVcWjzrtYTSAj2wfXzJ8auVoUQAg+vTENjezf++1W+3Z+vvasXP3r1EP79eR6umh2FF26b67S/q6xx5WzHNl14elsB9B46XDfPuoWZc1NDsGhyEB774pTNugj2V1LXhk9yKnHDgjj42LEb4kRnzYLRISHERiHEWiHEVcqH3Uc2wa2eE4Mp4Xr89ZMTdt0pc7SsEZc/uR2nq1uw/qZMfP/cJKddYLDWOZODEeHviTcP2H+b5pcnqlFQ04o7FidY/fdmXhBMxeHSRmzOts/Z4/VbnbvKCwDTIv2g0wib5UlkG4w2212kSAnz5dGAMSqsa0VbVy+mRdo3eFTh7+2G6ZH+owogfWprAWpbOvHwOG1nPJxzU0JwzuRgPP7lKRjb7Fftza9pwar/7sCewjr87eqZeHjlVJeetAPmpgszox3TdGEkVV6FViPw0Mo0lNS34SU7LQgqVd41TlzljQrwQrCvu02vO7bePZkarkdeVYvq3aNcWVNHN4rr2hxWqNBpNZifMLoco9f3l+J0dQt+ecnE2tWqmB7ljytnReG5HYUorbdfZmSlsQPXrt+Fj7Ir8MtLpuCfa9LhoXO9I9BncmTTBUNjOzZnV+C6eTHQe1pXmBVC4KEVlgXBr+3TAfy5HYXQagRuyYq3y+OTmTW/mbwAdAJYBvNRNOVYGtmRVmN+kZXUt+GlXfaZ3H1wpBxr/rcLOo0Gb38/Cxe56HGA/rQagatnR2NrXg0qjbY57jSYp7cVICrAy+oqr+Lq2dFIi/Czy4LggeJ6HCxpdOoqL2DewTMlQm+THUYNrebA6xk2OhagSA33Q1FtKzq6HXO8cTxSAugdNXEHzMcDDpU0or3L+n+3SmMH1m/Nx6UzIzAr1jmPcdqbMrkztnfjP3aa3G07VYMr/7MDxvZuvHLHAlzjoscBBrJmjmOaLoy0yqtYmhKCJSkhePyLU2hss+3RueK6VmzJrcSNTl7lFUIgPTrAJtednl4TjpU32eG6o0dLZw/K7Tx/Gc+OlSuNFhxTqADMx6ELa1tR3thu9fe0dPbg35/lYV58IJaNkzn4aPx0WSoEgH98ap+GP0dKzcXxfEtx/J6lrl8cV6ye45imC89vL4QAcOuikXVdnhbpj6tnR+P57UU2XxBsbOvC6/tKcXl6FML8PG362HS2YReMpJS3DvBxmyMGN9EtsUzunvjytE0ndyaTxL8+y8OPXz2EGVH+2PSjRUiLcNxF1RFWz4mGSQJvH7RftfdoWSP2FNbj1kXxVld5FVqNwMMr0lBa344Xd9p2QfDprYXw93Jz6iqvIiMmAEfLjDCZxlZJVcItbb3DKDVMD5M074ig0cktb4K7ToPJobY5smGNhUlB6Oo1jahxwD8/PQmTCfjFctfrlmJLUyP9sHp2NF7YYdvJnZQSG3YW4Zbn9yHC3wubfrgI8xKsO8brKpSmC/Y8HjCaKu+ZHloxBc0d3XjyS9suCD633XWqvBkxAcivaRlzZkp+TatNA68V7JQ2dsqirSMCrxVZScEAMKJdRv/7Oh+1LV14aILualVEBnjhjsUJ2HS43KZdDAFzcfyap3bBXafB2z8YP8VxhSOaLjR1dOO1faVYOTMCkQFeI/7+B5elQKMB/r7FtguCr+wpQXt3L+5cMrJFLBq5Yd/lCiGihRDvCiGqLR9vCyGiHTE4+nZy94SNJnfm87sH8fgXp7B6TjReuXM+gn09bPLYziQ+2Afz4gPx1oEyu23rfnpbIfQeulEH5p2THIxzU0PwxJen0GCjoNTiulZsOVaJG+bHOnWVV5EeHYCWzh4U1I5tQSZb2cVi48lhqqVjDXOMRi/HYERauH7Ei6pjMTc+EDqNsPpY2rHyJrx1sAw3Z8VNiHbGw3lwWSo0GuBvNprcdfea8Ov3cvC793NxXmoI3v5B1rj8e1aaLrx32GC3o+SjrfIqpoT7Yc2cGGzYVYSSOtssCDa2deGN/WW4IiMKoS5Q5U2PCYCUQE7Z2HaCKdcdWy8YJVsWjHgcevRyy5sQ7ueJEL3j5rdTwvWY5O1mdY5RhbEdT28rwOXpkX3ZWhPZPUuTEOTjjkc/sk2+p8kk8a9PT+LHrx7CzGh/bPrhIkwJH1/FcQBw19m/6cJre0vQ0tkz6q7LEf5euHNxIt4/Um6z3NLOnl68sLMIi5ODx+W/q7OxZgb/PID3AURaPj6w3EYOoEzuXtxVhOK61jE9VoWxHWue2omPcyrx8Io0/H31TJc/vzuUNZnRKKxtxf4R7DKwVllDGz7KrsDa+bGjqvIqfnVJGlo6e2y2IPjs9kLoXKTKC3wbQHqopHFMj5NdZkRckO0CrxVxQT5w12pwspI7jEZDSokcgxHTHHgcDTC3ic+ICbBq4q60M/b3csOPzkt2wOicX7i/J+5anIgPjpTjUMnYfn82tHbhe8/uxSt7SnD30kQ8dVMmfF1gMXu0rrFj0wWlynvpKKu8igeWpUCn0eCvW07YZFx9Vd5RvplwtPToAADAoTG+ccmxceC1wt/LDRH+ntxhNAY5BiOmRzn2TaRGI7AwKQi78mutWvD4x5Y8SAA/uzjV/oNzAXpPN9x/UQr2Ftbjs2NVY3qstq4e/HDjQTz+5WmsmRONl++Yj6BxWBxX2LPpQnevCc/vKMLCxKAxRQvcvTQJwb7u+LONGv68f7gcNc2duGuJa1x3XJ01C0YhUsrnpZQ9lo8XAITYeVx0BmVy97dPRl/tPVTSgMuf3IGi2jY8e3Mm7lzivN2zbGXFjAh4u2vx5n7bh18/v6MIAhjzwkxquB7Xzo3BS7uLUFQ7tgXBhtYuvLm/DKtcpMoLAEkhvvD10I26Bboi22C0S0aOm1aDxBB2ShutsoZ2NHX0ODRHQpGVFISjZY3DHjv5Jq8G20/X4t7zkx3SftlV3LU0CcG+Hnh0DJO709XNWPXfHThQ3IB/rEnHry5Jc+pcNVtYZMemC0qV944xLsyE+XniriWJ2Hy0YkTHNgeiVHmXpIQgNVw/psdyFH9vNyQG+4z56MvRskZMi7Rt4LUiJUzPHUaj1NbVg/yaFkx14HE0xcKkYJQbO1A8zO69HIMR7xwqw62L4sflbsvRWjs3BkkhPvjLxyfQPcoQ5wpjO9b8bxc+yTUXx/82zovjgH2bLmw+WoEKY8eYF2Z8PXT4yUUp2FtUj0/HuCAopcQz2woxJVyPcyYHj+mxyDrWLBjVCSFuFEJoLR83Ahi2bCuEiBFCfCWEOCaEyBVC3Ge5PVAI8ZkQ4pTlvxMzXXQEwvw8cffSRGzOHt3kbtNhA65dvxuebhq884MsnD9lfJ3fHYyPhw4rZ0Rg89EKtHX12Oxxje3deG1vyZirvIqfXJQCN60Gf/1kbNXeV/YUo727d8xvJhxJoxGYGe0/pi2qDa1dKGtot/mxAEVqOFscj1aOnY4KWmNhUjBMEthXWD/ofcztjI8jLsgbNy6YWO2Mh+ProcODy1Kwv7gBW3IrR/z9X5+sxpX/2YnWzh68etd8rJ4zMU6y26vpQlePCc9tL0JW0tiqvIq7lyYiVO+BRzcfG1O1d5NS5XWh6w5gPpZ2uLRx1P/vPb0mHKtosluYf2q4HqeqW9A7xny/ieh4RTNMEpiuUqECwJC7W5VdrQFebvjBuZMdNTSXoNNq8NCKNBTUtmLjnpIRf79SHC+ua8NzN8+dEMVxhT2aLkgp8fS2AkwO9cXSlLHvFbk2MwbJob74y8cn0NUz+q5uW0/V4mRVM+5cPHH+fdVmzYLRbQCuAVAJoALAagC3WvF9PQAelFJOBbAAwA+FEFMB/BLAF1LKZABfWD6nYdy1ZOSTO5NJ4u9bTuC+1w4jIyYAm354DlLCXKMCaCvXzI1Ba1cvPsoe+Ruewby6twStXbZbmAnVe+KepUn4OKcS+4sGf3M7FHOVtxhLXajKq0iPCcCJiuZRdyJTciRm2mninhKmh6GxHc1jDEidiHLKjdBqhCo/k7NiA+Ch0ww5cX/zQBnyqlrwy+UTs53xcNbMiUZK2Mgmd1JKPLe9ELe9sA/Rgd5474eLMCdufIVbD8ceTRc2Z5ejsqnDZse+vN3NC4IHSxrxcc7oro/mKm8BpoTrsWhykE3G5Sjp0f6obu5EZdPoFvXya1rR0W3CTBt3SFOkhOnR1WMacxTBRJRb7vjOnIrEYB+E+XkMmZ/31clq7Myvw30XJMPfi7ta+zt/SigWJgZh3ed5Iwqm718cP29KqB1H6Xzs0XRhV34dcsubcOfiBGhssJNSWRAsrG3Fxj2jb/jz9NYChPl54LL0yDGPiaxjTZe0Yinl5VLKECllqJRylZRy2GVfKWWFlPKg5c/NAI4DiAJwBYANlrttALBq1KOfQEY6uWvt7MH3XzmA/3yVj2szY/Dy7fMR6OPugJE6l8y4SUgI9sEbNjqW1tVjwgs7bFflVdyxOAFhfh740yiPf2w6VI7alk6XyZA4U0ZMAHpMErmWNrgjpSwY2SsnR+lYc6qaOUYjlWNoQnKoLzzdHL8d3NNNi8z4SYMuGLV29uCfn+ZhTtwkLJ8e7uDRuQadVoNfrUhDUV0bXrFictfVY8Kv3snGHz48hgvTwvDWPQsRPWniHbeID/bBvATbNV2QUuLprYVItlGVV7F6TgxSw/SjrvZ+k1eDvKoW3OWCVfyMWPPm9tEeSztqOUZtt52tSqc0HksbsRyDEYE+7ojwd/zRfCEEspKCsSu/bsDXvnlX6wkkBPvg+vnc1ToQIQQeXpmGhrZu/Per/GHvz+K4mT2aLqzfVoBgX3dckRFlk8cDgHNTQ7BochAe++IUjO0jL8QeK2/C9tO1uCUrgYU+Bxr0b1oI8YQQ4vHBPkbyJEKIeACzAOwBECalrLB8qRLAxDgfZQNnTu6G+mVgaGzH6v/twmfHqvCbS6fiL1fPmLAvKiEEVs+Jxt7CeptU6j48aqny2jhkzbwgmIrDpY3YnF0x/DecQdkymhbh53JVXuDb4OvRHkvrC7y2U6VO2R3DANKRUQKv1ajyKrKSgnG8omnAziFPbS1AbUsnHp7g7YyHc25KCM6ZHGye3LUNPrmrb+3CTc/uwWv7SvHD85LwvxvnuESnRntZM8d2TRd25tfhWEUT7rBRlVeh1Qg8tDINJfVteGn3yKu9z2wrRJifBy6d6XpV3rQIPdy1mlEHXyuB1wnBtg28VkwO9YUQYMOFUcgxNGFapJ9qv9cXJgWhrrULeVXf/bd7fX8pTle34Bfc1Tqk6VH+uGpWFJ7bUYiyhsHzoM4sjl83d+IWxxW2bLqQV9WMr0/W4OaF8TYt+gkh8NCKNDS2d+O/X4+84c8z2wrg7a7F9fNibTYmGt5Qv632AzgAwBPAbACnLB8ZAKx+NQohfAG8DeB+KeVZWwikefl9wPKbEOIuIcR+IcT+mpoaa59uXDtrcrdr4MndgeIGXPHkdpTVt+HZW+bi9nMSJvyboatmR0EjMOZtmuaFGXOV91wbVnkVV8+OxpRwPf76ydALgv19nVeDU9UtuHOxa/5bh/l5IsLfc9SV3myD0W5VXgCICvCCt7uWAaQjVNXUibrWLlVyJBQLLXkSuwvO3mVUaezA+q35uHRmBGbHMkZvKMrkztjejf8MMrnLq2rGqv/swKHSRqy7NgM/u3iKTRc2XJEtmy48va0Awb4eNq3yKpamhGBxcjAeH2ZBsL/cciO2n67FrYtcs8rrodMiLdJv9DuMDEZMj/S3W4i7l7sWcYHe3GE0Qp09vcirala5UKHkGJ19LK2lswf//iwP8+IDcfE01sqH89OLUyEA/H3LwA1/ziyO//bSqfi/qyZucVxhy6YLz2wrgKebxi75jtMi/XHVrGg8v6MIpfVDB8SfqcLYjvePlOPauTFsUuJgg76ypJQbpJQbAMwEcK6U8gkp5RMALoB50WhYQgg3mBeLXpFSvmO5uUoIEWH5egSAAZdBpZTrpZSZUsrMkBA2ZVMsTQnBkpQQPPHlaTS2nV01f+dgGdau3w0fDx3e/WEWzkudWOd3BxPh74XFySF4+0DZmAIkd5yuw/GKJruFrGk1Ar9eORWl9e14caf11d5nthUg3M/TJau8ivTogFF1Sqtv7YKh0X6B14A5mDs5TM+J+wj1BV6rOHGfGeUPXw/ddybu//rsJEwm4BfLp6g0MtcyNdIPq2dH44UBJndfnqjCVf/difbuXrx+1wKsmmX7RQ1X5OOhw6Uzx9504dsqb5zdjnY+vDINzR3deOLLU1Z/z7PbCuHjrsVaF67yZkT7I7vMOOJ5QU+vCcftGHitYKe0kcurbEGPSarSaEERPckbsYHe3zkO/dQ3+aht6cJD3NVqlcgAL9yxOAGbDpd/Z2H3zOL4c7fMxW0sjgOwXdOF6uYOvHeoHGvmxGCSnXZs/fTiFGjE4AuCA3lhZxFMUuK2RQl2GRMNzpql2EkAziwR+1puG5Iwv3KfBXBcSvmvM770PoCbLX++GcAm64ZKiodWTEFzRzee/NJc7e01Sfzl4xN44I0jmB0XgPd+sAiTQyfe+d2hrMmMRrmxAztODx5EOJy+Ku8s+y3MnJMcjHNTQ/DEl6fQMMAxmv5yy43YcboOtyyKd+nKSnpMAIrr2gY8OjQUJb/IngtGAJAa5sujASOUU26EEEBahHo7jHRaDeYlBJ41cT9e0YQ3D5Th5qw4tjMegQeXpUKjAf5mmdyZc3UKcPuG/YgL8samHy7CLO7WOsuazLE3XbBnlVcxJdwPa+bEYMOuIpQM0w4cOLPKG+vSob3pMQFo7erF6RHm052uaUFHtwkzou37uy01XI/C2lab5ZFMBDl9gdfqXXcA8y6j3QV1fYuRFcZ2PL2tAJenR/Ydw6fh3bM0CUE+7nj0o2/zPfsXx89lcfwstmi68OLOYnSbTLj9HPstzET4e+HOxYl4/0i5VZEULZ092LinBJfMiODcTQXWvMP8C4BDQogXhBAbABwE8Gcrvm8RgJsAnC+EOGz5WGF5vIuEEKcAXGj5nEbgzMndsfIm3P3Sfvzvm3xcPz8WL90+326rwa7swrQw+Hu54c1RHks7WdmMb/JqcEtWHDx09g3w/dUlaWjp7METXw5/tveZcVDlBb7NMRrpLqMcOwdeK1LC9Kht6URdS6ddn2c8yTE0ITHYR/Ucm6ykIBTUtKLS2NHXztjP0w0/Oi9Z1XG5mnB/T9y1OBEfHCnH3sJ6/Pyto3j0o+NYPi0cb96zEJEBXmoP0emMtemCI6q8igeWpUCn0eCvW04Me1+lynvroni7jsne+q47IzyWdrRMKVQE2HZA/aSE6dFrkiioYac0a+UYjNB76hCr8hvKhUlBaO7o6evY9o8teTCZgJ9dnKrquFyN3tMN91+Ugr2F9diSW9lXHJ8TN4nF8UGMtelCW1cPXt5TjGVTwxAf7GOHEX7r7qVJCPZ1x5+taPjz+r5SNHf0uGRzn/HAmi5pzwOYD+BdAO8AWGg5qjbc922XUgop5UwpZYbl4yMpZZ2U8gIpZbKU8kIp5ej6iE9wyuTu8ie348sT1Xjksql4dNV0uGldd5eJPXm6aXFFRiS25FaOKKdBoVR5b3BAV4vUcD2unRuDl3YXoah28IlihbEdH4yDKi8AzIj2hxAjn7hnlxkRb8fAa0Vf8PUAIZY0sNxydQOvFUqO0a6CWnyTV4Ntp2px7wXJPP8+CnctTUKwrweuf3o33jxQhnvPn4z/XD8b3u4TN9x6KGNtuuCIKq8izM8Tdy1JxOajFTgwRFC3UuVdMQ6qvPFBPvDz1OHwKAoVPu5aJNr5zdS31x0eS7NWTrm6gdeKhX05RnXIMRjxzqEy3Loo3uVfM2q4bm4MkkJ88KONh/C/b/Jxw/xYvHj7PBbHh6A0XRjqd/lg3jpQhsa2bocszPh66PCTi1Kwt6genx6rGvR+Pb0mPLe9EPPiA7lDTyXWri5oAdQAaACQIoRYYr8hkTXC/Dxx/4XJ0Hvq8MKt83DLIp7fHc41mTHo6jHh/SOGEX1fdVMH3jtswDWZ9q/yKn5yUQrctBr8bYhq7ws7iiABl6/yAuaLRnKo74g7pWUbjJgRHWCXMZ2JLY5HpralExXGDlVzJBRp4X4I8HbDtrxa/Pmj44gL8sZNdjzeM575eujw0Iop8HLT4vG1s/DAstQJH249nNE2XWjr6sFLu4tx8dRwu1d5FXctSUSI3gN//mjwau94qvJqNALpMQE4XNI4ou/LNhgxLcrf7j/78UE+cNMKnGSHTqt0K9lSTnDdCdV7IjnUFztOm687AV5u+MF5k9Uelkty02rw28umwUOnwe8vn4Y/sTg+LKXpwkh3t/aaJJ7dXohZsQGYE+eYI+bXZsYgOdQXf/n4BLp7TQPe5+OcShga23HHYmYXqWXYV5wQ4q8AdgB4GMDPLB8/tfO4yAp3L03CgV9fhCV26Ng1Hk2L9MOUcP2Ij6Vt2FWEHpNjQ9ZC9Z64Z2kSPsquxP6i727Ca+7oNp/lnR4+bipWGTEBOFLaaPUW2m8Dr+2fVRCi90CAtxsDSK2UW25uiDlN5RwJwPymcGFiEN47bEBeVQt+yXbGY3LV7Ggc+d0yXJ7uuiH7jqQ0XXhrhE0X3jpQBmN7N+5c4rjrjo+HDj9dloIDxQ34OOe7uUt9Vd6EQKSPkypvRkwATlY1o73Lupygnl4TjpU32T03DwDcdRokBvuyUGGl/JoWdPWYnGJnK2A+Dr3jdC125tfhvguSXX4nuJqWpoQg+5GLcXNWPIvjVhht04XPjlWiuK7Nbs19BqLTavDQijQU1rbild3fbfhj7lBdgIRgH1yYxu6CarFm1rwKQKqUcqWU8jLLx+V2HhdZidVd6wkhsCYzBkfLjFZX7Nq6evDy7hKHVnkVdyxOQJifB/40wNne1/eVormzB3ctcf0qryI9JgANbd0osbLFZrYDu3AJIZASpkceK71W6cuWcoJKL2CeuJskMCduEpZPD1d7OC6P152RWZMZjYoRNF3oNUk8s60Qs2MDMCcu0M6jO9vqOTFIDdPjLx+fQFfP2dVepcp71zjYXaRIjw5Ar0n2hSUP51R1Czp7TA5ZMAKAlHB2SrNWjsFcqFA78FqxMCkYJgkkBPvgegfEGYx3vO6MzGiaLjy9rRAxgV64eJpj50nnpoZg0eQgPPbFKRjbz44N2VtYj6NlRtyxOIE/AyqyZsGoAACXxWlcWJURCTetwJtWbtN8c7/jq7wKb3cdHlyWisOljdicXdF3e3evCc/vKMK8hEDMdMBxLEdJt/y/WHssLduSO+GoamKqpcXxaEIEJ5pj5U2IDbR/tpS1LkgLQ2qYHr+7bCqrk+RwF00NQ4C39U0XPjtWiZL6NlWOfWk1Ag+tTENJfRteOqPaK6XE+q0FSAzxwflTxk9XovQRBl/3deaMdtR1xxel9e1o7bR+l8BElWMwwstNi4RgX7WHAgDImhyEqRF+eOTyadzVSg6nNF2w9v3OgeJ6HChuwO2LEqB18MKMEAIPrUhDY3s3/vv12Q1/nt5WgEAfd1w9O9qhY6KzWfMbrA3AYSHEU0KIx5UPew+MyB6CfD1wwZQwvHvIMOhZWYVylleNKq/i6tnRmBKux18/OdHXWvej7IpxV+UFzAGfnm4aHCm1rtKbbTAiIdgHfp6OWZRICdejuaMHlU0dDnk+V5ZTbnSaKi8ARAZ4YctPloyrBVZyHR46La5It77pwvqtBYgN9MYyB1d5FUtTQrA4ORiPf3Gqb7x7CuuRbTDijnMSx1WVN0TvgagArxEUKozw9dAhIcgxO45TLPl5p6rZcGE4ueVGTI30c/ib3cH4ebrho/sWYyljI0gFStOFPVY2XXh6ayH8vdywJjPGAaP7rmmR/rhqVjSe31GEUstJg/yaFnx+vBo3LYiDp5t9O1TT0KxZMHofwB8B7ARw4IwPIpe0JjMada1d+PJE9ZD3+zTXXOVV89iXViPw8Mo0lNa346VdxX1necdblRcwBxtOj/TH4VLrujrkGJocmlWgBF+f4LG0IRnbu1Fc1+Y0x9GInMEaK5suHCiux8GSRtx+juOrvGd6aEUamjq68eRXpwCYO4UG+bjjqtlRqo3JXjJiAqxfMDKYFyUctWjW1ymN150hmUwSueVNmB7pPIUKIrVdPTvaqqYLxXWt2HKsEjcuiIWPh3pdT396cQoEgH98ehIA8My2QrjrNLhpIY90qm3YBSMp5YaBPhwxOCJ7WJoSghC9B97cP/Qv0PXbChAX5I2LpqqbebI4OQRLU0Lw+BensCW3EjmGpnFX5VVkxAQgp7xp2N1fdS2dMDS2Y6YDF4xSwszb3DlxH9qxciVHggtGRAprmy58W+VVd/t9WoQf1syJxoadxfjqRLW5yrtwfFZ5M2ICUNbQjtqWziHvp3ThcuR1J2aSNzzdNMwxGkZhXSvaunoxjdcdoj7h/p5YnByCt4dpuvDs9kK4aTS4eWG84wY3gAh/L9y5OBGbDpfjyxNVePtgGa6eHY1gXw9Vx0XWdUlLFkK8JYQ4JoQoUD4cMTgie9BpNbhqdhS+OlmN6uaBjxcdKK7HISeo8ioeWpGGls4e3Pvq4XFb5QXMeRJdPaZhQ8kdGXitCPB2R5ifByfuw8gtVwKvWeklUgghcI2l6cKJyqYB73NmldfbXb0qr+LBZanQagTufukAPHQa3LRgfFZ5lRyjo5ZcvMGcqrIEXjsovwgwB/2mhOnZKW0YSqOF6dzZSnSWNZnRKB+i6UJDaxfe3F+GKzIiEern6eDRfdc95yYh2Ncd97x0EF09Jtx+juMzZOm7rDmS9jyA/wegB8B5AF4E8LI9B0Vkb2vmxKDXJPHeoYGPB6zfWgB/LzesnuMcIWup4XpcOzcGXb2mcVvlBcyVXgA4NMzxgL4uXA7OyeHEfXg5BiMi/D1ZESLqZ9WsKEvThYF3GTlLlVcR5ueJu5YkoqvXhKvnRCNonL6mp0eZc28OlzQOeb8cFQoVgPm6Y21n14nqWHkT3LUaJIc5R+A1kbMYrunCK3uK0d7dizucJBfV10OHn1yUgq5eEy5MC8XkUL6mnYE1C0ZeUsovAAgpZbGU8hEAK+07LCL7mhzqi1mxAXhzf9l3ul4V1bbi02NVuGlBnFNUeRU/XZaKW7LicWvW+F1tj57khSAf92E71hwtMyLRgYHXitQwPU5VtQy5tXeiyylvYn4R0QACfdxxwZQwvDdA0wVnq/Iq7l6aiFsXxePH509Weyh24+2uQ0qYHofLhm64kG1wbOC1IjVMj+rmTjS0djn0eV1JTrkRUyL0cNOyGxnRmYZqutDZ04sXdhZjaUpIX16aM7g2MwZ3L03EL5ZPUXsoZGHNb9ZOIYQGwCkhxI+EEFcC4HIfubw1c2JwqroFy+NuXwAAG7lJREFUR/pNEpUq7/eynGv7fZCvBx65fBr8vZ2jVbk9CCGQHhMw7IJRjsGoSkZOSrgenT0mlFg6ONDZ2rp6kF/T4lQd0oicyWBNF5Qq750qNlkYiLe7Dr+7bBoi/L3UHopdZcT440hp43cKSGc6ajBimgMDrxUpSvA1d7cOSEqJHAMLFUSD6Wu6cLT8rNs3HSpHbUsn7nSS3UUKnVaDX12ShuQw51nEmuisWTC6D4A3gHsBzAFwE4Dv2XNQRI5waXoEPN00eGN/ad9tDa1dePNAKVbNikSo3nmqvBNJenQATte0oLlj4PbTtS2dKDd2YIYKC0ZKpzQeDxjY8YomSMkcCaLBfNt04dvrjlLlPTc1pK+NOjlWenQAjO3dKKobuBigBF6red3hgtHAyhraYWzvZqGCaBDTIv2QFuF31nVH6bqcFuGHRZODVBwduQJruqTtk1K2SCnLpJS3AlgDYPzuTaYJw8/TDZdMj8AHR8rR0d0LAHh5dzE6uk1Oc5Z3IsqIDYCUQPYgxwOUwGtHBo8qlHwETtwHlmNghzSioXzbdKGmr+mCs1Z5J5KM2AAAGHR366mqFnQ5OPBaEebnAT9PHRsuDEJptMBCBdHAhBBYMycaR8uMfQXPr/NqcKq6BXcuToAQ6jf3Iec26IKREMJPCPErIcSTQohlwuxHAE4DuMZxQySynzVzotHc0YMtuZXo6O7Fhl2s8qot3TIhHyz4OqdMvS5c3u46xAZ6u/TEXVkctYccgxHBvuZuckQ0sDObLihV3qkRfshKYpVXLcmheni7a3F4kOtOtsF8uxo7jIQQSA3XI6+yxeHPbSv2ve40QasRTpXBQuRsvm26YN5l9My2AoT7eeLSmZEqj4xcwVA7jF4CkAogG8AdAL6CeXfRlVLKKxwwNiK7W5AYhOhJXnhjfyk2HTawyusEArzdER/kPWilN9tgDrzWOzjwWpESpkeeCx5Ja+roxoNvHMG0323BP7acRFePafhvGqGc8iZMjfRntYpoCJNDfTHb0nTh65OWKu8SVnnVpNUITI/yH2LByBx4He/gwGtFSpgeJ6uah8xYckYd3b34wwfHMPW3n+DX72WjravH5s+RU25EcqjvuO0eS2QLgT7uuDAtDO8eMuBwaSN2nK7DLYvi4a5jUDwNb6ifkkQp5S1SyqcArAUwFcDFUsrDDhkZkQNoNAKr50RjZ34dHv/iNKu8TiIjJgBHyhoH/Fq2wajKsQBFargvCmtb0dljv4qpre3Kr8Ml67bhvcMGzIsPxJNfncZV/28HTtlwp1RHdy9OVTVjugo7v4hczZpMc9OF32zKYZXXScyKCcCx8qYBF9Ozy4yYHuX4wGtFargexvZuVDd3qvL8o5FjMOKyJ7bjuR2FWJAYhFf2lGDl49txqKTBZs9hDrw2MvCayApK04UfbTwIH3ct1s6LVXtI5CKGWjDqS5yVUvYCKJNSdth/SESOdfXsaEgJGBrbWeV1EukxAahq6kSFsf2s22tbOlGhUuC1IiVMjx6TRGFtq2pjsFZHdy/+9OExXP/MbrjrNHjrnoV49a4FeOqmOShv7MDKJ7bj2e2FMJnGXrXOq2pGj0kyv4jICpfONDddKGtox62L4tkO3AmkxwSgyxJufabuXhOOVzarft0BXKPhQk+vCU9+eQqr/rMDTR3dePG2edh45wJsvGMBunpMWP2/XfjXpyfR3Tv2Xa7VzZ2obeli4DWRFZYkhyBU74GyhnZcOzcW/l7jt+sy2dZQM5R0IUST5aMZwEzlz0KIpiG+j8ilxAR6Y3FyMKICvFjldRLpMQEAvhtAqgReq7kooeQkOPvEPcdgxOVPbscz2wtx4/w4bL73HMyKnQQAuHhaOLbcvwRLkoPxxw+P4cZn98DQ2D7MIw73fJbAa1Z6iYal93TDpTMjoffU4TpWeZ1C33Wn3+7WvKpmdPWYVL3upLhIp7Si2laseWoX/vFpHi6ZEWG+zqSEAAAWJgXh4/sXY1VGFB7/8jSu+u9OnK4e2/9PjhPMCYhchU6rwZrMaLhpBW5dFK/2cMiFDLpgJKXUSin9LB96KaXujD9zKZ/GlSfWzsI7P8hilddJTI3wg5tW4HDp2Z3SssuMEEKdwGtFYrAvdBrhtBP3XpPEf746jSv/uwONbd144da5+OOq6fB21511vxC9B57+Xib+evUMHCltxPJ1W/HuobJRZ2TklBuh99QhJtDLFv8bROPe7y+fho/vW8wqr5OI9PdEiN7jOzlGSsfOmdEBjh+URaCPO0L0Hk5bqJBS4pU9xbjksW3Ir27BY9dl4Im1sxDg7X7W/fw83fDPa9LxvxvnwNDYjpWPb8fzO0a/yzXH0AQhgLQIvi0hssa9FyTjs58sRUygt9pDIReiG/4uRONf/0kNqcvTTYu0CD8cLj076yDbYESCioHXAOCu0yAh2AcnnbBjTXFdKx544wgOFDdg5YwI/GnVdEzyGfxnWwiBa+fGYmFiMB544zB+8voRfHasCo+umjHk9w0k12DEdAZeE1nNx0MHHw9Ow5yFEALp0QHfXTAyGKH30CFO5TdYqWF6pyxUVDd14BdvH8VXJ2uwODkYf1s9ExH+QxcOlk8Px+y4APzy7Wz8/oNj+Px4Ff6+Oh2RASMrOOSUm+cEvnwdEVnFQ6dFfLA64f3kuuy2nUII8ZwQoloIkXPGbYFCiM+EEKcs/51kr+cnIteWEROA7DIjes+oPOYYjKrmSChSwp1r4i6lxKt7S3DJY9uQV9WMdddm4MnrZ1m96BMb5I3X716IXyyfgs+OVWHZuq346mS11c+vZHwwR4KIXNms2AAU1LTC2N4X42kOVVYx8FqREqZHXlWLTTLnbOXj7ApcvG4rdubX4ZHLpmLDrfOGXSxShOo98ezNmfi/q2bgUEkjLl63FZsOG0a0y1UpVBARkf3Y8/zNCwCW97vtlwC+kFImA/jC8jkR0XekRwegtasX+TXmnTw1zeoHXitSw/QoqW+zS4vgkapu7sAdG/bjV+9kIyMmAFvuX4JVs6JGvNNHqxH4/rlJeO+HixDo7Y5bn9+Hh9+1rg3y6eoW1TM+iIjGKt1y7Ew5htbVY8LximZVj6MpUsN90d7di7KGseXN2UJTRzceeP0wvv/KQURP8sbmexfjlkUJI15UE0Jg7bxYfHzfYqSE6XHfa4fxo1cPobGta9jvrWvpRLmxg4UKIiI7s9uCkZRyK4D6fjdfAWCD5c8bAKyy1/MTkWtTAkgPlzQC+Dbc0hkWjJQA0lNV6h5L+ySnAhf/eyu2n67Fby+dipdvnz/iLf39TYv0x6YfLcJdSxKxcW8JVjy2DQeHaYOs/NuwtTERubIZ0ebfYcpx6LyqZnT1OsdieF+nNJV3t+48XYvl/96KTUfKce8FyXjnB1mYHOo7pseMC/LBG3cvxM8uTsWnuZVY9u+t+HqYXa655Wy0QETkCI5O+A2TUlZY/lwJIGywOwoh7hJC7BdC7K+pqXHM6IjIaSQG+0DvqcNhS8eabIMl8NoJJu59ndJUmrg3dXTjwTeO4J6XDyJqkhc233sObjtn5NXdwXi6afHQijS8eucCdPdKrP5/O/GPLSfR1TNwG+Tc8iZ4u2uRwHPxROTC/L3ckBTi09dwQVkMn+kE151klTuldXT34g8fHMP1z+yBh5sWb38/Cw9clGKzZiFajcAPz5uMd3+wCP5ebrjl+X349XuD73LNKWehgojIEVRrCSXNh5QHPagspVwvpcyUUmaGhIQ4cGRE5Aw0GksAqWWH0dEyIxKdJNwyNtAbHjoN8lToWLMrvw6XrNuGdw+V4cfnT8Y731+EyaF6uzzXgsQgfHL/Ylw1OxpPfnUaV/2/HTg1wJuVHIMRUyP8oFU544OIaKzSY8zB11JKHDWYuz/GBanfUcjXQ4foSV6qdErLMRhx2RPb8dyOQty0IA6b7z0HGZZdwLY2PcofH/z4HNxxTgJe2VOClY9vx6EBdrnmGpoQE+gFf292GSQisidHLxhVCSEiAMDyX+tTVYlowkmP8cfJqma0d/U6TeA1YK6EJof5OnSHUUd3L/704TFc/8xuuGkF3vp+Fh5clgp3nX1/jes93fCPNeY2yOWNHVj5xHY8u/3bNsi9JoljFU1OcWSDiGisMmICUGvJx8lxsu6Pju6U1tNrwpNfnsKq/+yAsb0bG26bhz+umg5vd/sWbjzdtPj1pVOx8Y4F6OoxYfX/duFfn55Ed++3u1xzyhl4TUTkCI5eMHofwM2WP98MYJODn5+IXEhGzCT0miS+PlmNyqYOzHCC4FFFigMn7jkGIy5/cjue2V6IG+bH4qP7FmN2rGObTC6fHo4t9y/B4snB+OOHx3Djs3tgaGxHYW0r2rp6MS2SwaNE5PqUnTP7i+pxoqIZM6OdZ1EiJVyP/JqWsxZO7KWothXXPLUL//g0DxdPD8enP1mCpSmO3fG/MCkIH9+/GFdkROLxL0/jqv/uxOnqZhjbu1Fc18ZCBRGRA9itRCCEeBXAuQCChRBlAH4H4C8A3hBC3A6gGMA19np+InJ96ZaJ+st7igE4R+C1IjVMj3cOGtDY1oUAb+va149Ur0nif9/kY93neQjwdsfzt87Feamhdnkua4ToPfDMzZl4fV8p/vDhMSxftxXnTzGPhxN3IhoPpoT7wV2rwRv7S50m8FqRGqZHd69EUW1rX6aRrUkpsXFvCf704XG4aQUeuy4Dl6dHqrbLys/TDf+6JgMXpYXhoXezsfLx7bg8PRIAWKggInIAuy0YSSnXDvKlC+z1nEQ0voT6eSLS3xM7TteZA6+daHKYEq4EkLZgXkKgzR+/sa0Ld714AHuL6rFyRgT+tGo6JvnYZ2FqJIQQuG5eLBYmBeHBN45g0+FyuOs0Y+6SQ0TkDNx1GkyN9MOO03UAnKtQcWanNHssGLV39eLe1w7hs2NVOGdyMP6+ZiYi/MfWedNWLpkRgTnxk/CLt47izQNlABh4TUTkCOqnxxIRDSEjNgDl2ZVICvGFjxMEXitSz5i423rBqK6lEzc+uxf51S341zXpuHJWlNNkaCjignzw+t0L8fyOQvSYpM065RARqS3DEnztLIHXisQQH2g1wtxwYaZtH7u1swe3b9iHPYX1+PXKNNy2yHadN20lVO+J526Zizf2l6K4rg0heg+1h0RENO45z7svIqIBpEcH4KPsSqeq8gJAhL8n9B46m3dKq27uwA1P70FJfRueuTkTSxycGTESWo3AHYsT1R4GEZFNKTlGM6KcJ/AaMIdBxwd527zhQlNHN259fh8OlzZi3bUZuCIjyqaPb0tCCFw7N1btYRARTRhcMCIip6ZM3J0pRwIwT1pTwvU2nbhXGNtxw9N7UNnUgRdunYeFSUE2e2wiIrLOmQtGziY1XI/jFba77hjbuvG95/Ygt7wJT6ydhRUzImz22ERE5Pp4hoCInNqcuEn46bIUXDnL+SqeSqc0KeWYH6u0vg3XPLUL1c2dePE2LhYREaklLsgbv16ZhhsXxKk9lO9ICdOjqK4VHd29Y36s+tYurH16N45XNON/N87hYhEREX0HF4yIyKnptBr86PxkBDpB4HN/qWG+aGzrRk1z55gep6i2Fdet3w1jWzdevmM+MuNtH6JNRETWEcJ83DYm0HnyixSpYXpICZyubhnT49Q0d+K69buQX9OC9d+bgwunhtlohERENJ5wwYiIaJSUTmljOZZ2uroF167fhbauHmy8c0HfUQgiIqL++q47Y8jPqzR24Nr1u1Ba347nb5mLc1NDbTU8IiIaZ7hgREQ0Sn2d0kY5cT9Z2Yzr1u9Cr0nitbsWOl1OExEROZe4QG+46zTIG2WhoqzBcvy5qRMv3j4PWZODbTxCIiIaTxh6TUQ0SkG+Hgj2dR/VxD3HYMRNz+6Bu06DV+5YgMmhvnYYIRERjSc6rQaTQ3xHtbO1uK4V1z+9B80d3Xjp9nmYFTvJDiMkIqLxhDuMiIjGICVMj5NVI8uSOFzaiOuf3g1vdx3euHshF4uIiMhqqeF65I1wZ2t+TQuueerb489cLCIiImtwwYiIaAxSwvQ4VdUMk8m6Tmn7i+px4zN7EODtjtfvXoC4IB87j5CIiMaTlDA9yo0daOrotur+Jyubce1Tu9Frknj1rgU8/kxERFbjghER0RikhuvR1tULQ2P7sPfdmV+L7z23F6F6D7x+9wJET3K+DjxEROTcUsPNu1JPWXEsLcdgxHXrd0EjgNfuWogp4X72Hh4REY0jXDAiIhqDFCuDr7/Jq8Gtz+9DVIAXXrt7ASL8vRwxPCIiGme+ve4MfRz6iOX4s5eblsefiYhoVLhgREQ0Bilh5gn4UAGkXxyvwp0b9iMxxBev3bUAoXpPRw2PiIjGmagAL/i4a4dsuLC/qB43PLMH/t5ueP3uhYgP5vFnIiIaOXZJIyIaA72nG6ICvAaduH+cXYEfv3oIUyP98OJt8xDg7e7gERIR0XgihEBKuH7Qna278utw+4Z9CPPzxMY753NHKxERjRp3GBERjVFKmO+AE/dNhw340auHMDPaHy/fMZ+LRUREZBOpYfoBCxVb82pwy/N7ERXghdfv4vFnIiIaGy4YERGNUUq4HgU1rejuNfXd9ub+Utz/+mFkxk3Ci7fPh5+nm4ojJCKi8SQlTI+61i7UtnT23fbF8SrccebxZz8efyYiorHhghER0RilhunR1WtCcV0rAGDjnhL87K2jOGdyMF64dR58PXj6l4iIbCc13Bx8nWfZ3fpJTgXuefkAUsP1ePXO+Qjy9VBzeERENE7wXQwR0Rid2bFm26la/P6DYzh/Sij+e8NseLppVR4dERGNN33Xnapm1LZ24SevH0Z6tD9euG0ed7QSEZHNcMGIiGiMJof6QiOAdZ/n4VR1Cy6eFoYn1s6Gu46bOImIyPaCfd0R6OOOl3YXo6i2FZnxgXjulrnc0UpERDbFdzNERGPk6aZFfJAPTlW34LL0SDx5PReLiIjIfoQQSAnzRUFNKxZNDsYGHn8mIiI7UOXKIoRYDuAxAFoAz0gp/6LGOIiIbOX6+bEob+zAwyvToNUItYdDRETj3Jo5MYgN9MYfrpjO489ERGQXQkrp2CcUQgsgD8BFAMoA7AOwVkp5bLDvyczMlPv373fQCImIiIiIiIiIxj8hxAEpZeZAX1PjzMQ8AKellAVSyi4ArwG4QoVxEBERERERERHRANRYMIoCUHrG52WW284ihLhLCLFfCLG/pqbGYYMjIiIiIiIiIpronDaVVUq5XkqZKaXMDAkJUXs4REREREREREQThhoLRgYAMWd8Hm25jYiIiIiIiIiInIAaC0b7ACQLIRKEEO4ArgPwvgrjICIiIiIiIiKiATi8SxoACCFWAFgHQAvgOSnlo8PcvwZAsQOG5gjBAGrVHgSRC+Jrh2h0+NohGh2+dohGh68dotFR67UTJ6UcMAdIlQWjiUwIsX+wlnVENDi+dohGh68dotHha4dodPjaIRodZ3ztOG3oNRERERERERERqYMLRkREREREREREdBYuGDneerUHQOSi+NohGh2+dohGh68dotHha4dodJzutcMMIyIiIiIiIiIiOgt3GBERERERERER0Vm4YERERERERERERGfhgpGDCCGWCyFOCiFOCyF+qfZ4iJyVEOI5IUS1ECLnjNsChRCfCSFOWf47Sc0xEjkjIUSMEOIrIcQxIUSuEOI+y+18/RANQQjhKYTYK4Q4Ynnt/N5ye4IQYo9l7va6EMJd7bESOSMhhFYIcUgI8aHlc752iIYhhCgSQmQLIQ4LIfZbbnO6ORsXjBxACKEF8B8AlwCYCmCtEGKquqMiclovAFje77ZfAvhCSpkM4AvL50R0th4AD0oppwJYAOCHlmsNXz9EQ+sEcL6UMh1ABoDlQogFAP4K4N9SyskAGgDcrt4QiZzafQCOn/E5XztE1jlPSpkhpcy0fO50czYuGDnGPACnpZQFUsouAK8BuELlMRE5JSnlVgD1/W6+AsAGy583AFjlyDERuQIpZYWU8qDlz80wT96jwNcP0ZCkWYvlUzfLhwRwPoC3LLfztUM0ACFENICVAJ6xfC7A1w7RaDndnI0LRo4RBaD0jM/LLLcRkXXCpJQVlj9XAghTczBEzk4IEQ9gFoA94OuHaFiWIzWHAVQD+AxAPoBGKWWP5S6cuxENbB2AnwMwWT4PAl87RNaQAD4VQhwQQtxluc3p5mw6tQdARDQSUkophJBqj4PIWQkhfAG8DeB+KWWTudhrxtcP0cCklL0AMoQQAQDeBTBF3REROT8hxKUAqqWUB4QQ56o8HCJXc46U0iCECAXwmRDixJlfdJY5G3cYOYYBQMwZn0dbbiMi61QJISIAwPLfapXHQ+SUhBBuMC8WvSKlfMdyM18/RFaSUjYC+ArAQgABQgiluMq5G9F3LQJwuRCiCObIjfMBPAa+doiGJaU0WP5bDXOhYh6ccM7GBSPH2Acg2dIxwB3AdQDeV3lMRK7kfQA3W/58M4BNKo6FyClZciOeBXBcSvmvM77E1w/REIQQIZadRRBCeAG4COYMsK8ArLbcja8don6klL+SUkZLKeNhfn/zpZTyBvC1QzQkIYSPEEKv/BnAMgA5cMI5m5BS9V1OE4IQYgXMZ3y1AJ6TUj6q7oiInJMQ4lUA5wIIBlAF4HcA3gPwBoBYAMUArpFS9g/GJprQhBDnANgGIBvfZkk8BHOOEV8/RIMQQsyEOVxUC3Mx9Q0p5R+EEIkw75oIBHAIwI1Syk71RkrkvCxH0n4qpbyUrx2ioVleI+9aPtUB2CilfFQIEQQnm7NxwYiIiIiIiIiIiM7CI2lERERERERERHQWLhgREREREREREdFZuGBERERERERERERn4YIRERERERERERGdhQtGRERERERERER0Fi4YEREREQ1BCBEkhDhs+agUQhgsf24RQvxX7fERERER2YOQUqo9BiIiIiKXIIR4BECLlPIfao+FiIiIyJ64w4iIiIhoFIQQ5wohPrT8+REhxAYhxDYhRLEQ4iohxN+EENlCiE+EEG6W+80RQnwjhDgghNgihIhQ9/+CiIiIaGBcMCIiIiKyjSQA5wO4HMDLAL6SUs4A0A5gpWXR6AkAq6WUcwA8B+BRtQZLRERENBSd2gMgIiIiGic+llJ2CyGyAWgBfGK5PRtAPIBUANMBfCaEgOU+FSqMk4iIiGhYXDAiIiIiso1OAJBSmoQQ3fLboEgTzHMuASBXSrlQrQESERERWYtH0oiIiIgc4ySAECHEQgAQQrgJIaapPCYiIiKiAXHBiIiIiMgBpJRdAFYD+KsQ4giAwwCyVB0UERER0SDEt7uliYiIiIiIiIiIuMOIiIiIiIiIiIj64YIRERERERERERGdhQtGRERERERERER0Fi4YERERERERERHRWbhgREREREREREREZ+GCERERERERERERnYULRkREREREREREdJb/D23UnLYH/0tfAAAAAElFTkSuQmCC\n", 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" ] @@ -129,7 +128,7 @@ "source": [ "## Loading the data\n", "\n", - "We load the data from the [companion website](https://sites.google.com/site/mpdistinfo) of the MPdist paper as pandas dataframes. The dataset is for handwriting data for some common American names." + "We load the data from the [companion website](https://sites.google.com/site/mpdistinfo) of the MPdist paper as numpy arrays. The dataset is for handwriting data for some common American names." ] }, { From 08292d79e9018e882b3e7f3af0a4dc8cabc887b4 Mon Sep 17 00:00:00 2001 From: Asif Mallik Date: Wed, 1 Sep 2021 10:47:11 -0400 Subject: [PATCH 5/7] Rename tutorial file to be consistent with paper --- docs/{Tutorial_MPDist.ipynb => Tutorial_MPdist.ipynb} | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) rename docs/{Tutorial_MPDist.ipynb => Tutorial_MPdist.ipynb} (70%) diff --git a/docs/Tutorial_MPDist.ipynb b/docs/Tutorial_MPdist.ipynb similarity index 70% rename from docs/Tutorial_MPDist.ipynb rename to docs/Tutorial_MPdist.ipynb index ae6d7a388..3004c0d16 100644 --- a/docs/Tutorial_MPDist.ipynb +++ b/docs/Tutorial_MPdist.ipynb @@ -42,7 +42,6 @@ "# Data processing, clustering and plotting\n", "from scipy.cluster.hierarchy import dendrogram, linkage\n", "from scipy.spatial.distance import squareform\n", - "from scipy import signal\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.gridspec as gridspec\n", @@ -79,13 +78,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "Euclidean Distance: 120.34\n", + "Euclidean Distance: 169.88\n", "MPdist: 0.00\n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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hNZkwEkII4U8/4dhk0ee01vcNdpBSKn6w+wdyr5jfCdyplCrGFc5zBq4kz3lANK6JmTOVUqcNuDgbeCH1iNb6xPwifjOONocLz3uvcVVHG+sF/cDf4ZA7vAYY8e/JV7TWR5RS1wGluHat/NsdjnRc2JxSKhb4rvvbVmDFYIm73cf2Dna/H/j6fW3FlVDa2/d/4ITVSAm1Q8VDuCaM0oC/cyyh+EOjfB55L4UQQhhOkl4LIYTwC6VUFMfCvzYONVnkNtyunZNorXdpre/TWt+stc4HVnJ8vpvPDjh8YA6XkfLBjPS6BVprNdTNh20OF573XgG543iewwO+njHkUaM7xme01puBh93fzuVYpb2BTuPYxf+9Q00WuY3q8zAOzRzbweKL9/WI+98spVTCcAe6w/Omu79tDJcQKq31+8B+97cDk+17UwlxoAn/XgohhDCeTBgJIYTwl1SO7WQ9OMKxg5X79pq7FPlXBtx15oCfNXAsEe6pSqmRcsIExHBtDnIDdwmNFPa4bsDX46k4VwZ4LoLPVkqNFKZ1zjhea6x+iSvMDODH7gnTgTIHfO3Xz4O33Pl+Nrq/zXAn4x7OSO9rqftfhSv583BO59iumNLhDgxBD4/wvTd8+V6O5jMrhBBC9JMJIyGEEP4yMCfK9KEOUkolAl/3wetVDPj6xJBrzwVbHPAdH7yWr1QM+DpUwsQHhjGNFC7zBMcmer7tTejhYNzJ2V9xf5sJ3DDUsUqpiwh8hTS01uXAf9zf5uEKSxrI28/DQuBS37ZuWAMTMX9jqIOUUpnAJ0d4rqcHfH2HGpBtexDfHuJx4eARXJXdPLdHxvAcvnwvR/OZFUIIIfrJhJEQQgi/cFf/8oRmLFZKXXniMe5Qi6dwVTIbklLqLqXUqSO85MBy32Un/OyvwCH3199RSn1TKTXkGKiUSlJKfVUpNdLK/pB80OZgZR3w9cLhDtRaVwF/dn87E3hRKZU11PFKKZNS6lyl1A8G+fFdA77+o1JqwSCPn4mrOp1RfoMrXxPAd5VS0QN+tnHA17cqpaae+GB3+58msOdnD3Os0totSqmbB2lXAq7Jv5F2570M7HR/fQbw+8E+Z+5k0Je5v60CHh19s4OX1rpKa33qgFv1GJ7Gl++l159ZIYQQYqBQWc0UQggRmv7MsVLkq5VSjwLv4UrKWoKr5HQOrhX4Tw/zPFcD31BKWXFVltoG1OFKGp0PXAMscB/biKuaWT+tdbtS6gpcIVIW4HfA55VST+MKV2tz3z8NWAosx1Wl60bGblxtDmLv4qrmFQl8Uymlcf3fBpY2HxgW811c/89zgBVAuft9/xCox/U+Z+HK43Se++s1wC8GvqjW+j2l1N+ALwGTgI+UUg/j+nty4vq9fRbXDorngCt8+H/2itZ6u1LqZVw7hDy7jP7q/lmNUuoZ4CpcyYzLlFL34nrvTLjCij6NK3H2SJ8HX7bZrpT6Mq7dUQp4UCm1CngBV46jQlzv62Rcu5FOmvgd8FxOpdSncFV+iwVuB1a4P/fVuHaHXcux8Mte4NNa6y5//N9CmY/fy9F+ZoUQQghAJoyEEEL411+AZbhCWUy4JmBOnIR5HvgCw18ge3ZtTAVuG+a4Q8CVWuujJz2B1luVUkuBx4FTcIUFfevE4wbo5tjOi7EYd5uDkda6QSl1J66JoATgZyccsg7XhJvn+F6l1MW4dgh9EdfF76fct6HUDHH/V3GVDL8R18Tb59w3Dyeu32k9BkwYuf2aYyFl31FK3e8OqQNXW2fiSoydCNxxwmOdwA9xTYIFZMIIQGv9pFIqDfgjrnPDS9y3gZ7G9TsfcsLI/VxblVLnuI/PxrWjZbBdLTbgBq312+Nrffjy1Xs52s+sEEII4SEhaUIIIfxGu3wKV86ZtwA7rpw21cBLwCe01ld4UU5+Ma5Jp3twJXVtwLVi3u1+rldwTTrN1lpvGaY9e4FFwOW4QnH2AS24khXbcYWFPYJr51O21vq10f6ffd3mYKS1/h5wPfAaUMuxPEVDHd+jtf4foAhX2NZ6XJM6Dly5fay43o/vAfO01jcN8Tx9WutP4wrBedn9HN1AJa6JwDO11r8f939wHNzVsN5xf3tcLiOtdSNwKq4L9y24/u8duJJgPwicrrU+bmdVoGit/4ZrMuIhXKFNPcBRXLvjbtBar8L19+vNc32Ia2LsG7gmI+rdj23EtbPs+8B0rfXrvv1fhB9fvZej/cwKIYQQAMpVIEMIIYQQQgghhBBCCBfZYSSEEEIIIYQQQgghjiMTRkIIIYQQQgghhBDiODJhJIQQQgghhBBCCCGOIxNGQgghhBBCCCGEEOI4MmEkhBBCCCGEEEIIIY4jE0ZCCCGEEEIIIYQQ4jgyYSSEEEIIIYQQQgghjiMTRkIIIYQQQgghhBDiODJhJIQQQgghhBBCCCGOIxNGQgghhBBCCCGEEOI4MmEkhBBCCCGEEEIIIY4jE0ZCCCGEEEIIIYQQ4jgyYSSEEEIIIYQQQgghjiMTRkIIIYQQQgghhBDiODJhJIQQQgghhBBCCCGOIxNGQgghhBBCCCGEEOI4MmEkhBBCCCGEEEIIIY4jE0ZCCCGEEEIIIYQQ4jgyYSSEEEIIIYQQQgghjhNhdAO8kZaWpgsKCoxuhhBCCCGEEEIIIUTY2LRpU4PWOn2wn4XEhFFBQQEbN240uhlCCCGEEEIIIYQQYUMpdWion0lImhBCCCGEEEIIIYQ4jkwYCSGEEEIIIYQQQojjyISREEIIIYQQQgghhDiOTBgJ4Se7DrfQ2NZtdDOEEEJMEAfqWqlt7jK6GUIIISaIKlsHlY0dRjdD+JFMGAnhBx09Dq782/tc+uf32He01ejmCCGECHNaa677x3ou/OM7bDpkM7o5QgghJoDP/2sTF9z9Dmt2HzW6KcJPZMJICD/YUmmn2+HE1t7Dqr9/wEfljUY3SQghRBg7UNdGQ1s3nT193HDfel7fWWt0k4QQQoQxe0cPu4604NSa2x7ZyOOllUY3SfiBTBgJ4QfrrTZMCp7/yhmkJ0bz6QdKeWnbYaObJYQQIkytt7p2FT1226nMzrbwxX9v4l8fVhjbKCGEEGFrQ0UTAPfcuIizZqbz3We284c396G1NrhlwpdkwkgIP9hgtVGcY6Eoy8LTXzydeXlJfOWxLdz/brnRTRNCCBGGNlTYSE+MZuHkZB6/7VRWFmXww+d38tvX9sjJuxBCCJ/bUGEjymzitGmp3H/TYq5ZlMef1uznW6u30dvnNLp5wkdkwkgIH+txONlc2cTSglQAkuOi+Pety7hwTha/eHk3v3hpF06nnLwLIYTwDa0168ttLJ2aglKK2Cgz93xqETcsm8zf3z7I7U+W0eOQk3chhBC+s95qY0F+MjGRZiLNJn63ah5fXTmDpzZVc9sjG2nvdhjdROEDMmEkhI9tr3HlL1o6NaX/vphIM3/95EJuPr2A+9+z8tUnttDt6DOwlUIIIcJFdVMntS1dLBsw7kSYTfzyihLuOH8Wz2yp4TMPbaC1q9fAVgohhAgX7d0OdtQ0H3e9o5TiG+cX8qsr5/LOvnqu+8dH1LdKxehQJxNGQviYJ4/EkoJJx91vNil+fFkx372oiJe2HeHTD5TS3Ckn70IIIcbHM+4MPHEH18n7V1bO5Per5vFReSPX3vsRR1u6jGiiEEKIMLK5sok+pz5p3AG4Ydlk7vv0YvbXtXLV39+nvL7NgBYKX5EJIyF8rNRqY2ZGAqkJ0Sf9TCnF58+ezh+vW8DmyiauuecDDts7DWilEEKIcFFqbSQpNpJZGYmD/vyaxfk8cPMSDjW2c9XfPuBAXWuAWyiEECKclFptmE2KhVMmDfrzc2Zn8vhtp9Le3cfVf/+AzZVNAW6h8BWZMBLCh/qcmk0VTSwZZLZ9oMsX5PLQLUs5Yu/iqr99wJ7algC1UAgRrFq7emXXoRiTDRVNLCmYhMmkhjzm7Fnp/Odzp9HtcHL13z9kQ4UtgC0UQgSjzp4+bO09RjdDhKBSq405ORYSoiOGPOaUyZN4+ounY4mN5Ib7PuLNXUcD2ELhKzJhJIQP7T7SQmu347g8EkM5Y0YaT37hNDSaa/7+IR8cbAhAC4UQwUhrzXX/+IhTfvYG197zIfesO8j+o61S3UqMqK6lC2tD+6BhASeam5fEs186ndT4KD55/3pe23EkAC0UQgSrLz26iYU/f5PL//Ief/zvfnbUNMu4I0bU7ehjS5WdpQUjjztT0+J5+ounMyszkc//ayOPrj8UgBYKX5IJIyF8qLQ/f9HIHSjA7GwLz3zpDLKSYrj5nxt4oeywP5snhAhS22ua2Xm4hZVFGbR1O/jNq3s47//e4azfvcWPn9/Bun31dPVKonxxstIKT/6iVK+Oz0+JY/UXT6ckx8IXH93MQ+9b/dk8IUSQqrF38va+es6ckYbJpLh7zT4u/fN7nPrrNXzn6W28sbOWjh6pciVOtq26mZ4TCvwMJy0hmic+dypnz0rn+8/u4M7X98rEZAgZeg+ZEGLUSq028lNiyUmO9foxucmxrP7C6dz2yEa++vgWjjZ3cetZU1Fq6NACIUR4eWpjNdERJv7wiQVYYiI50tzJ2j11vLWnjv9srOLhDw8RF2XmjBlpnFOUwYqiDDItMUY3WwSBUquNuCgzc3IsXj8mJT6KR289la8+sYWfvLiLI81dfPvComFD2oQQ4eWZTdVoDb++ai75KXE0tHXz9t561u45ykvbjvDEhiqiIkycNi2Vc2ZnsKIwg/yUOKObLYLAaBfIAeKiIrjv04v5wXM7+MtbBzjS3MVvrp5LpFn2rwQ7v08YKaXMwEagRmt9qVJqKvAEkApsAm7UWkvwrAh5Wms2VNhYXpgx6scmxUXyyGeX8o0nt/LLV3ZzuLmTH1xSjFlO3oUIe129fbxQdpgLS7KwxEQCkJ0UyyeXTeGTy6bQ1dvHhwcbWbPnKGt31/XnAJibm8TKogxWFmUwNzdJLvYnqFKrjUVTJo36pDs2ysw9n1rEj1/Ywb3vlFPb0sXvVs0jOsLsp5YKIYKF1prVm6s5dVpK/yRQWkI0qxblsWpRHj0OJxsrbKzZU8faPXX86PmdwE5mZSawsiiTc2ZncEp+MhFysT8hrbfaKMxMZFJ81KgeF2E28eur5pKVFMPd/91PXWsXf//UomHzIAnjBeK387/AbsCz9PVb4P+01k8ope4BPgv8PQDtEMKvDta309jew9Kpg1cLGElMpJm/XL+Qn1t28eD7FRxt6eIP1y4gJlJO3oUIZ2t219Hc2cuqRXmD/jwm0swK964ifblm79FW1ux2ncT/ee1+/rhmP2kJ0awsSmdlUSZnzkyTk68Jwt7Rw96jrVw8N3tMjzebFD+/vITspFh+//pe6lu7uefGRf0Tl0KI8LTxUBOHGjv4n5UzB/15VISJ02ekcfqMNH54aTHl9W2sdU8e3f9uOfesO0hyXCRnz0pnZVEGy2dlkBQn/cZE4OhzsvlQE1eckjOmxyul+Nq5s8hOiuF7z+7gE/d+yIO3LCEjUXZNByu/nlEqpfKAS4BfAt9QrhiblcAN7kMeBn7CBJkwau7sJTrCJBMAYcqzPdPbPBKDMZkUP75sDrnJsfzi5d00tJZy36cXyyAsRBhbvamK7KQYTp+eNuKxSimKsiwUZVn48ooZ2Np7WLevjjW763h1Ry1Pbqwm0qw4dVoqK4syOKcok8mpEkIQrjZWNKE1XueRGIxSii+vmEGWJYZvP72Na+/5kIduWUpWkpy8CxGuVm+sJi7KzEUlWV4dPy09gWnpCdx61jRaunp5d1+DK2x6bx3Pbz2M2aRYNGWSe9zJYGZmop//B8Iou4+00tbtGNf1DsAnlkwmIzGGLz26mav+9gEPf2Yp09MTfNRK4Uv+3kd4N/AtwOn+PhWwa609GdSqgVw/tyEobKywMf+nb7DeKmVsw1WptZH0xGgKfHBxdutZ0/jT9aewtcrO1fd8QI290wctFEIEm7qWLtbtq+fqhXljCkFNiY/iylPy+MsNC9n8w/N4/LZTueWMqRy2d/LTF3fxsd+/xWs7av3QchEMSitsRJlNLMhPHvdzXb0oj3/evIQqWwdX/e199h1tHX8DhRBBp6PHwcvbj3DJ3Gzix7Ab1RITySXzsrnr2vls+P65PPOl0/ni2dNp6zpWsOFfH0klrHC13toI4FWFtJGsKMrgic+dSmdPH1f//QM2HZLr5GDktwkjpdSlQJ3WetMYH/85pdRGpdTG+vp6H7cu8GZmuGbadx1uMbglwh+01qy32lg6NcVnyao/Pj+Hhz+zlKMtXVz1t/flb0eIMPTslhqc2nWxPl6RZhOnTU/lexfPZs3ty3n7juXERZn5qLzRBy0VwWi91cb8/CSf7Vz+2Kx0/vP50+h1alb9/QPWy9+OEGHn9Z21tHU7hgyDHg2zSbFw8iTuuKCQV/73LD74zkpyk2P56KD0HeGq1GpjSmqcz3ahzs9P5pkvnU5ybCQ33Lee13fKIlew8ecOozOAjyulKnAluV4J/BFIVkp5prPzgJrBHqy1/ofWerHWenF6erofmxkYSXGR5CbHsuuIXPSHo+qmTo40d7FsHGEBgzlteipPfeE0FIpr7/2Q9w80+PT5hRDG0VqzelM1i6dMYmpavM+fvyAtnqKsRBl3wlR7t4OdNc3jCkcbTEluEs988XTSEqO58YFSXt52xKfPL4Qw1upN1UxOiRtVhStv5STHMi8vScadMOV0ugr8+PpvZ0pqPE9/8XSKsi188d+b+NeHFT59fjE+fpsw0lp/V2udp7UuAK4D1mqtPwm8BaxyH3YT8Ly/2hBsinMs7DrcbHQzhB+Mpbykt4qyLDzzpdPJSY7h5gdL+yskCSFCW1l1M/vr2nyyyjuU4hwLuw+3oLX222sIY2yptONwar+MO/kpcTz9hdOZm5fEVx7fzH82VPr8NYQQgVfd1MEHBxu5emGe3yprFmdbqGhsp63bMfLBIqQcqG+jqaPX5wsVAKkJ0Tx+2zJWFGbww+d38pe1+33+GmJsjKiF+G1cCbAP4Mpp9IABbTBEcbaF8oZ2OnqkAw03GypsWGIiKPRTkr+c5Fie+sLpFGdb+PKjm1m3L/TDNIWY6FZvqiIm0sTF88ZW4cobxdlJtHY7qG6SPGjhptTaiEnBoiljq8w5kknxUTx66zLOmpnOd57ZzrNbqv3yOkKIwHlmcw1aw1UL/ZdCtjjHgtawt1Z2GYUbzwK5ryMqPOKiIrj3xkVceUoud76xj/veKffL64jRCciEkdb6ba31pe6vy7XWS7XWM7TW12ituwPRhmDg6UD31EoiyXBT6s5f5K/VGoCk2Ege+cwyZmQk8LlHNvLBQQlPEyJUdfX28cLWw1w4J8uvJcyLcywA7JQcaGFnvdXGnJwkEv349xMTaebeTy3i1Kmp3P5kGa9sl/A0IUKVJwz6tGmp5Kf4r3qmZ9yR3Jvhp9RqI9MSzWQ//v1EmE38ftU8LpmbzS9f2c0jEp5mOCN2GE1YxdnSgYajutYuyhva/bI980RJcZH867NLmZwSx60Pb2RjhVQTECIU/Xf3UVq6HKxalO/X1ynMTMSkkHwSYabb0ceWKntAxp3YKDP337SYhZMn8dXHt/BfCYsWIiRtqGii0tbh1zBogCxLDJPiImXcCTNaa/cCearPCvwMJcJs4u7rFnDu7Ex+9PxOCYs2mEwYBVDepFgsMRHSgYaZDdYmAJZOTQ3I66UmRPPobcvItMRwy4Mb2FZtD8jrCiF8Z/WmanKSYjhtun/7jdgoM9PSE2ShIsxsr26mx+EMyIQRQHx0BP+8ZQnFORa+9Ohm3pGwaCFCzupNVcRHmblobpZfX0cp5c7bKuNOOKmydVLb0sXSAv+EQZ8o0mzir588hY/NcoVFP7dl0DpZIgBkwiiApAMNT6XWRuKizMxxb8ENhIzEGB69dRlJcZHc+ECp/E0JEUKOtnTxzr56rlqYh9mPYawexdkWdstCRVhZ78dCC0OxxETyyGeWMj0jgc/9ayMfStlsIUJGR4+Dl7cd4ZJ52cRFRYz8gHEqzrawp7YVR5/T768lAmO91dXnB2qBHCA6whUWvWxqCrc/JWHRRpEJowArzk5iT20LfU6pWBMuSiuaWDh5EpHmwH6ccpJjefy2U4mLMnPjA+vZfzQ8c2O1dPVy7T0fskHC78QYHWnuZNXfP2BfkHxGnt1Sg1Pj97AAj+IcCzX2TpraewLyesL/Sq02ZmYkkBIfFdDXTY6L4t+fXUr+pDg++/AGNh0Kz365t8/JjQ+s542dtUY3RYSolq5ePnHvh/1Jgo322o5a2nv6/B4G7VGcY6Hb4aS8oT0gryf8b0OFjeS4SGZmJAT0dWOjzDxw0xIW5CdLWLRBZMIowIpzLHT1OrFKBxoWmjt62VPbErCwgBPlp8Tx6K3LMJkUn7x/fVj+XX1woIHSChtf/89WKdEqxuTfHx1i46EmfvPqHqOb0p90dEnBJArS4gPymp78ebLLKDw4+pxsOtRk2LiTmhDNo7cuIyMxmpv/GZ5h0duqm3l3fwPfXL2NupYuo5sjQtBzW2pYb7Xxs5d2orXxi8SrN1UzOSWOJQEKJyrOTgIkb2s4KbXaWFLg3wI/Q4mPjuBBCYs2jEwYBVh/4ms5cQ8LGw/Z0BrDTtwBpqUn8Nity3A4NZ+87yOqbB2GtcUfSq1NRJoVh+2d/PLl3UY3R4SY3j4nT22sJjbSzNo9dWw61GRoe7ZW2TlQ1xaw3UUwoGKNjDthYfeRVtq6HYaOOxmWGB677dT+sOhwm4z07Gjt6u3ju89sD4oLfhE6tNY8tr6S2EgzO2paeG2HsTvVqmwdfHCwkVWL8vyerNhjWno8UREmGXfCxNGWLioaO1hm4LhzYlj0R+USFh0oMmEUYDMyEog0q6Cdcb9n3UH+/dEho5sRMkqtNqLMJhbkJxvajpmZifzrs0tp63Zww/0fcaS509D2+FJpRSOLp6Rw28em8XhpJetkVUGMwto9ddS1dvObq+eSlhDNna/vNbQ9qzdVExNp4uK52QF7zbSEaDIt0UE77jxRWslf3zpgdDNCRql7MsPICSM4FhYdG2nmU/ev50BdcIR8+kKp1cb09Hi+dWERa/bUsXpTtdFNEiGkrLqZPbWtfPfiImZkJHDXm/sMTUXxzGZXsuCrFuYG7DUjzSYKMxODdtx5bUctv3hpl9HNCBmlBuTNG4wnLDpvUhyfeWiD4YuAE4VMGAVYVISJmRmJQTnjrrXmnnUHefB9q9FNCRnrrTbm5ycRE2k2uinMyUniX59dRlN7L5+8bz11raG/jb6lq5ddh10hf18/dxYzMxL49uptNHf2Gt00ESIeL60k0xLNJXOz+fKK6XxY3sj7BxoMaUtXbx8vlB3mopJsEmMiA/raxdmWoBx3AB58v4J71x2UXRxeKrU2MjkljuykWKObQn5KHI/dtgylFDfct56KMAiL7nNqNlS4SkffcnoBS6em8LMXd3HYHj4LMcK/HnfvLrrylFy+cd4sDtS18fxWYyo8OZ2a1ZurOH16KnmT4gL62nNyXONOMPbtj64/xAPvWyXVgZdKrbaAF/gZSmpCNI/1h0WXhmVYdLCRCSMDBGultEpbB/aOXsob2mmXDnREHT0OdtQ0Gz7bPtD8/GQeumUJtS1dfOr+9dhCPMntpkNNODUsm5pCTKSZP1y7gPq2bn72oqwKiZFVN3Wwbl89n1icT4TZxA3LJpOTFMPvX99ryAnsm7uO0trlCGg4mkdxjoUDdW109fYF/LWH09btYF9dKy1dDqpsckE+Eq11fx6JYDEtPYHHbnOFRd8QBmHRe2pbaO1ysGyqK1fHnavm06c13356W1Be+Irg0trVywtlh/n4/BwSYyK5cE4Wc3Is3P3f/fQaUDFsQ4WNKlsn1yw2ZtyxtfdwtKU74K89HK01ZVV2tJbcft7aUGFj0ZRJRAS4wM9Qwj0sOtgEx299ginOttDQ1h10O0C2VtkB0FpyXXhjS6Udh1MbHhZwosUFKdx/02IONXZw4wPrae4I3d04pVYbESbFKZNdSRrn5iXx5eXTeXpzNW9KlQQxgic3VAFw7RJXVZjoCDNfPWcmW6vsrNldF/D2rN5UTU5SDKdNC1xJWo/i7CQcTs2BuraAv/ZwdtQ047kG317TbGxjQsCBujaaOnoNzSMxmFkDwqI/ef96apuD6/xmNDyhF56xfXJqHN+9eDbv7m/gsdJKI5smQsDzWw/T2dvH9csmA2AyKe44v5BKWwdPbqwKeHtWb6omITqCC+ZkBfy1j+VtDa6+vaKxg5Yu18L49urgalswsnf0sKe2NejGnXAOiw42MmFkgP4EpEG2y6isqpkId+Z76UBHtt5qw6Rg0ZTAVJwYjdOnp3HvjYvYf7SNmx4sDdkttxusNubmJREbdSzk7ysrZ1KcbeG7z2yXMuFiSI4+J09urObsWenHbcO/elEeBalx3PnGXpwBzClR29zFu/vruXpRniEVRoJ33LEDYDYpmTDywnprcOQvGsycnCQe+ewybO093HD/R9S3BteuAm9tqLCRmxxLTvKxkL9PLZvMmTPS+OXLu0N+B5Xwryc2VDI728L8vKT++5YXprNoyiT+vOZAQHd5tnc7eHn7ES6Zm01cVETAXtejKDu4x50Ik2KHjDsj2lDhyhO0dGrgF7tGEo5h0cFIJowMMDtIK6WVVdtZkJ9MRmK0dKBeKLU2MicnKeC5SLy1vDCDv9xwCjtqmvnMgxvo6AmtSaOu3j7Kqu0nXRhFRZi469r5NHf28MPndxjUOhHs3t5bT21LF9ctmXzc/ZFmE18/bxZ7alt5afuRgLXn2S01ODWGhKMBTEmJIy7KHJTjzuSUOGZnJ8q444UNFTYyEqOZkhrYXCTeWpCfzIO3LOGIPTTDoj0hfyeupCul+O2qeZiV4o6nygI62SxCx/bqZnbUtHD90vzjqpEp5dplVNvSFdDCMq/tqKWjp49VBoSjASRER1CQGhd0487WKjtxUWbOnJkmCxVeKLU2EmU2MW/AJGgwGRgW/cn711PdJJP6vubVhJFSaopS6lz317FKqUT/Niu8JcVGkjcpNqhm3Hv7nOyoaWZ+fjJzc5OkAx1Bt6OPLZUnT2YEm/PnZHH3dQvYeMjGbY9sDLr8JcPZUmmnt08PugV2draF/z1nJi9tO8LL2wJ30S9Cx+OllaQnRnPO7IyTfnbZvBwKMxO5+819OAKQU0JrzepNVSwtSGFKarzfX28wJpNidnbw5c8rqzp+3JEcMUPTWrO+3MbSqSkBK409FksKUnjgpsVUNLa7wqJDqEhBeUM7DW09g47tucmx/PDSYtZbbTz8YUXgGyeC3mOllcREmrh8wcnVyE6bnsqZM9L429sHA7bre/WmaqakxrHYwJ3wwZi3tazaTkluEvPzkjlY3xZyC6qBVmq1sSA/OSgK/AzFExbd2tXLDfeFdlh0MBpxwkgpdRuwGrjXfVce8Jwf2zQhBFvFmr21rXQ7nMzPT6YkN0k60BHsqGmm2+EMqsSjQ7l0Xg53XjOfDw428sV/b6LHEfiki2NRarWhFCyaMvh7/IWzpzM/L4kfPLc9ZEMfhH8ctnfy1t46rl2cR+QgCRpNJsU3zp9FeUN7f7lhf9pSZedgfbthu4s8PONOsOyOqGvtosbeyfy8JEpyk2ju7KW6SRJfD6W6qZPalq6gX6gAOH2GKyx639FWbvpn6IRFn5i/6ETXLM5jRWE6v31tD+X1wZUPTBirrdvBC1truHReDkmxg+88v+OCQmztPTz4nv+rEVfZOviwvJFVC/MMnWAuzrZQ0dgRNH1Aj8PJzsMtLHAvVDh18IXMBZP2bgc73NWKg124hEUHI292GH0ZOANoAdBa7wdOXrIVo1KcY8EaRNXIytwlCRfkuSaMpAMdniePxJKC4MtfNJirFubxqyvn8tbeev7n8c2GVOoYrdKKRmZnWYY88Yowu0LT2nv6+P6z22Vnguj35MYqnJqTwtEGOr84k/l5SfxxzX66Hf7debd6UzWxkWYunpft19cZSXGOhbZuR9BMymyrcu1kXZCfTEmOa6u77G4dWjDnLxrM8sIM/nrDwpAKiy612khLiGZq2uA7AZVS/ObqeURHmLnjqTL6gmTyVRjvxbLDtPf0cf3SocedBfnJnDs7k3+8W+73giRPb65GKbjK6IUKd/68PUGySL63tpUeh5P57usdkHFnOJsrm+gLwgI/Qwn1sOhg5c2EUbfWuv/dVkpFADJCjlNxtgWtYU9tcGR0L6uyMykukvyUWOZKBzqiUquNmRkJpCZEG90Ur12/dDI/uayY13ce5RtPBveJbm+fk82HRg75m5GRyB3nz+KNXUd5bqv/d4qI4Nfn1Dy5oYqzZqaRnzJ0nhelFHdcUEiNvZMnSv1Xuaart48Xyw5zUUkWCdGBTzo6ULBVrCmrtmM2KebkJFGYlUiEJL4eVqm1kaTYSGZlhE5WgIFh0Z97ZFPQh0WXWm0snTpp2B0ZmZYYfvrxOWyutHPfu+UBbJ0IZk+UVlKYmcjCycnDHnf7+bNo63Zw7zsH/dYWp1Pz9OZqzpieRu6A5O1GKM52XVMES1TFVvcC+fz8JDIt0aQlRMu4M4xSqw2zSbEwCAv8DCWUw6KDlTcTRuuUUt8DYpVS5wFPAS/6t1nhr79iTZB0oJ48Ekop6UBH0OfUbKxoCpnZ9oFuPmMq37moiBfLDvPtp7cFTWjKiXbUNNPZ2+fVe/zZM6exeMokfvz8TolZFryzr57DzV3DrvJ6nDkjjWVTU/jLWwfo7PHPhewbu47S2uUwPBwNoDArEZMKnt2jW6vsFGYmEhtlJibSzKxMSXw9nA0VTSwpSDGkyt54XDovh9+vms/7Bxv40qObgzYsurqpgxp7J0u9CDW/fEEOF8zJ5A9v7GPf0eBY+BPG2VHTTFl1M9edkOx6MLOzLVw2L4cH36/wW8hMaYWNKltnUIw7mZZoUuKjgmfcqbSTlhBFbnIsSinm5lpk3BnGequNOTkWwxe8RmtgWPTNIVwtOlh4M2H0HaAe2A58HngF+IE/GzUR5CbHkhQbGRQdaFu3g311rczPSwbo70B31hjftmC0+0gLbd2OkJwwAlfun6+dO5PVm6r54fM7gjKUq7Q/5G/k99hsUvz+mvn09Dn5zjPbgvL/IwLnsdJK0hKiOHd25ojHKqX45gWF1Ld2+y2J7epN1eQmx3LqNOPL0cZEmpmenhAUCxVaa8qq7MzPT+6/b25uEjsk8fWg6lq6sDa0D1oEIBRcvSiPX14xl7V76vjq41sCkmx+tDZUeEL+Rv6sKqX45ZVzSYiJ4PYny0IizFv4zxMbKomOMHHlKScnux7M18+bRU+fk7+9fcAv7Vm9qZqE6AgumJPll+cfDaVUUOVtLau2Mz8vuX9ib25uEgfq2vy2aBTKuh19bK2yezWJHoxc1aIXsq26mc88tEF+x+Mw4oSR1tqptb5Pa32N1nqV+2s5mxunYOpAt1c3o7Ur7tNjbm4S++ta5cM1iJGSYoaC/z1nJl9cPp1H11fym1f3GN2ck5RabUxLjyc90buQv6lp8XznwiLe3lvPkxv9F14kgtvRli7W7qlj1aJ8oiK8KgLK4oIUlhemc8+6g7R0+Xbbcm1zF+/tr+fqhblBsyukOMfCziBYqLA2tNPS5WBB/rEyvSV5STR19FJjD44cS8Gk1D2ZsSSEx50blk3mx5cV89rOWu54qizoJgZLrTYsMREUZnkX8peWEM0vrihhe00zf3/bf+FFIrh19Dh4bsthLpmbTXJclFePmZoWz6qFeTz6USWHfdzftXc7eGX7ES6dl01sVHBUtSrOsbCnttXwidWWrl4O1rcdt1DRn7c1CK7Hgs226mZ6HM6Qvt65YE4Wd39iARsrXNWig3GxIhR4UyXNqpQqP/EWiMaFu+IcC3uOtBj+x+tJeD0vb8CJu3SgQyq12shPiSU7ydi48PFQSvGtCwq5ZlEe971bTlMQJYVzOjUbKmyjXkn/9GkFnDYtlZ+/tJvqpg4/tU4Es6c2VtHn1Fy3JH9Uj7vj/ELsHb3c/65vK9c8s6Uap3btrggWxdkWjjR3GZ4Isqw/j0Ry/32e/HkSHnCyUquNuCgzc9zh7KHqljOm8uUV03lu62EOBlmVsfVWG4sLUjCPYnL34rnZXDY/hz+t2c/Ow/J3OxG9tO0Ibd0Orl82chj0QF89dyYAf16736fteXVHLR09fUERjuZRnG2hx+GkvL7d0HbscC+QHzfu5Mm4M5TR7PYPZpfNz+EnH5/Dewca+otHiNHxZgl2MbDEfTsL+BPwb382aqIozrbQ7XBS0WhsB1pWZWdyStxxCZylAx2c1prSChtLC4wPLxkvpRSfPHUKTg3r9tUb3Zx+e4+20tLlGPUAZTIpfrdqHlrroM7PJPzD6dQ8XlrFGTNSKRiiwtFQSnKTuKgkiwfeLffZRIrWmtUbq1k6NYUpqaNrjz/NcVcj223wYkBZVTNxUWZmDkjgXCSJr4dUarWxaMokIs3e7ZwLZp9cNgWANbvrDG7JMQ1t3ZTXt49pJf1nH5/DpPgobn+yLGjzMwn/eby0khkZCSweZVLg3ORYblg2mSc3VlPR4LvrgKc2VlGQGseiIEpSfCxvq7F9e3/C6wEL5FmWGNISomTcGcR6q43CzEQmxXu3cy6YrVqUR1SEKajGnVDiTUha44Bbjdb6buAS/zct/Hk6UKPDA07MIwHSgQ7lYH0btvaekM0jcaJ5uUmkJUSxdk/wdKDjCfnLT4nj+5cU8/6BRh5df8jXTRNB7N0DDdTYO7luyehWeT2+cd4sOnr7uGedb0JLNlfaKW9oD6pVXoDZ2a4JGqPz522tsjM3N+m43RwxkWZmZiayXfLnHcfe0cPeo60hm0fiRDnJsRRlJQbVuLNhHOPOpPgofn3lXPbUtvKnNb7dLSKC2+4jLWyptHPdkpGTXQ/mSyumE2lW3P3ffT5pT2VjB+utNlYtyhtTe/xlWlo8UREmw8edsio7U9PijwsdVEpR4s6fJ45x9DnZVGFjydTgmXgcj7ioCE6blspbe4Nn3Akl3oSkLRxwW6yU+gIwYqp0pVSMUqpUKVWmlNqplPqp+/6pSqn1SqkDSqn/KKVCf9pyjKanJxBlNhka9lXX0sXh5q7jZttBOtChrA+D/EUDmUyKs2dlsG5fveGhkR6lVhu5ybHkTRq6JPpwrl+az8dmpfOrV/ZwyODdeyJwHl9fSUp8FOfPGTnZ9WBmZiZy5YJcHv6ggqMt46+2t3pTNbGRZi6emz3u5/Kl1IRosiwxho47PQ4nuw63HJc3z8NTsSbY8tsYaWNFE1qHz7gDsLIog42HmoKm3PF6q43YSDMlOUkjHzyIc4szuXphHn9fd5CyKrtvGyeC1hOllUSZTVy9cGwLAxmJMdx8+lSeLzvM3trxV9t7enM1SsFVY2yPv0SYTRRlJRqe5qKsqvmk6x3w5G1to6tX8rZ67DrSQntPn1dFAELFyqIMrA3tWH24o2+i8GZv810Dbr8GFgHXevG4bmCl1no+sAC4UCl1KvBb4P+01jOAJuCzY2h3WIiKMDEzM8HQGfeyateE0OAn7tKBnqjUaiMjMZopqWObzAhG58zOoLmzly1BcJKrtWa91TauCyOlFL+9ei4RZsU3n9pGn4Smhb261i7+u/soqxblER0x9iSfXzt3Fn1OzV/Wjq9yTVdvHy+VHeaiuVlBWYq2OMdi6Lizp7aFnj7nSTtbwTXu2Np7ONw8/km7cFFaYSPKbBr0/QpV58zOoM+peXd/cIRDl1ptLJyS7HWy/MH86LJi0hOiuf2pMjlvmgA6e/p4ZksNF83NGlfIzhfOnkZCVAR3vbF3XO1xOjVPb67mzBlp5CQHX47N4mzXuGPUYkBtcxe1LV2D9qMluUn0ObXhE1rBpH+3f5jsbAXXhBEQVLtbQ4U3IWkrBtzO01rfprUesVfTLp6MhpHumwZWAqvd9z8MXDG2pocHozvQsio7ZpPqz2sx0Jwc6UAH0lpTarWxZGpKUG31Ha8zZ6YRYVJBEddrbWinoa173Cvp2Umx/PiyOZRW2Hjwfd8mMhbBZ/WmahxjSHZ9osmpcXxiST5PbKikyjb2xOmv76yltdsRdOFoHsXZFg7UG7cY4NmBMdiJ+xx34uvt1bK71WO91cb8/CRiIoOj4pEvLMifxKS4SNYGwbjT3NnL7tqWcSd2TYqN5Ler5nGgro0/vOmbECMRvF7ZfoTWLgfXLx1bGLRHclwUt541jTd2HR3X7rT1VhvVTZ1BO+7MybHQ1NFLrQ928I7FYIUWPEqk4MJJSq02pqTGkZUUY3RTfCY/JY6ZGQms3XPU6KaEnCEnjJRS3xju5s2TK6XMSqmtQB3wJnAQsGutHe5DqoHcIR77OaXURqXUxvr64FiB8ofiHAuN7T3Ut3Yb8vpl1XYKMxMHLb0pia+PV93UyZHmrrDJX+RhiYlkSUEKbwXBjPuGCt9VZLh6YS7nzs7kd6/v5UBdcFXjEb7jdGqeKK1i2dQUpqUnjPv5/mflTExK8cdx5CJZvama3ORYTg3SrdzFORb6nJr9R435XGytaiYtIZqcQU5Ei7MtmE1Kxh239m4HO2qawyocDcBsUpw9K52399Ubvgt08yHfhfydPSudG5ZN5r53y9lYIdV4wtnjpZVMS4v3yTnhZ84sYFJcJHeOY5fR6k3VJEZHcH5x1rjb4w/9ia8N2t1aVmUnwqQozj650mROUgwp8VGyUOHmqVYcTruLPFYWZVBqtdHW7Rj5YNFvuB1GiSPcRqS17tNaLwDygKVAkbcN01r/Q2u9WGu9OD093duHhRxPx7XTgF08TqceNOG1h3SgxxtPMuZgt7Iog71HW6mxdxrajvVWG6nxUUxPH39VKaUUv7qqhLgoM7c/VRY0OZqEb31wsJFKWwc3jLKk8VCykmK48dQpPLO5ekwTjUeaO3nvQANXL8rDNIry3IHkGXeMqlhTVm1nQX7SoDs1YyLNzMxIkIILblsq7fQ5dVjlkfBYUZSBrb2nf+XfKOutNiLNilPyfZPc9XsXzyY3OZY7niqjo0cuSsLRvqOtbDzUxHVLx5bs+kSJMZF8cfl03t3fwPryxlE/vr3bwas7jnDp/OxBF4CDQWGWBaUMnDCqtjM72zLoTk1P3lYZd1wO1LfR1NHLkjC83llRlEFvn+a9IAmHDhVDThhprX863G00L6K1tgNvAacByUopT1KHPKBmrI0PB7MNnHGvaGynpcvBgvzBkzz2J742uKpBsCi12kiKjWRWhlfzpSFl5ezgiOstdecv8lXIX0ZiDD+/vISyKjv3vlPuk+cUweXx0kqS4yK5YI7vVlW/uHw6sZFm/m8MlWue2VyD1rAqyJKODjQ5JY74KLMh405LVy8H69uYn5c85DGegguS+BpKrY2YFEFVIttXzp6Vjklh+O7WUmsj8/KSfXahnRAdwe9XzaeisYPfvTa+vDQiOD1eWkmkWY052fVgPn1aARmJ0dz5xt5R932vbD9CR09f0IajgetzUZAab0iaC6dTs62qmflDXO+Aq+CC5G118RT4CbeICnCNpYkxEYZf74Qab6qkxSilvqyU+ptS6p+emxePS1dKJbu/jgXOA3bjmjha5T7sJuD5Mbc+DFhiIslPiTWkAx0untdjbq6F/UdbpQPFlXh0SUFK0O4aGI9pafFMSY1j7W7j4npr7J1UN3X6fAfXZfNzuGRuNnf/dx97amXyM5w0tHXzxq5arl6Y59P8LqkJ0XzmzKm8vO3IqEKjtNas3lTNsqkpTA7ixPgmk2J2tsWQcWdHdTNajzTuJNHY3mNYrotgst5qoyQ3KSiTp49XclwUi6ekGHri3tnTx7Zq34f8nTY9lZtPL+ChDyr44GCDT59bGKurt49nNtdwwZwsUhOiffa8MZFm/uecmWyoaGLdvtHtfnhqUzVT0+JZODm4J5aLDRp3yhvaae12DLtQMded+HqPD6rVhbpSq41MSzSTU4L3PGasIs0mzp6Vzlt763FKURyveVMO4l9AFnABsA7XriBvPk3ZwFtKqW3ABuBNrfVLwLeBbyilDgCpwANjaXg4Kc62sNuAld6yqmbioszMHGbHzNzcJBzSgVLX2oW1oZ2lU4N7MB4rpRQrCjP44GAjnT3GTA5u8GPI38+vKCEpNpLbnyyjV0LTwsbTm6rp7dNcv3R8ya4Hc+tZ07DERIwqee3myiasDe1BvcrrUZxjYfeR1oCfMG11L1TMG6S0sUeJJL4GoNvRx5Yqu09yugWrFUUZ7DzcQq1BVfG2VDbhcGq/5Or49oVFTE2L51urt0m+jDDy2o5amjt7uWGcya4H84nF+eRNiuWuN/Z5vcvoUGM7pVYbqxblBX1BluIcC4caO2jt6g3o6251JxMfrCK0R/+4M8HD0rTWbLDaWDo1Nej/nsZqZVEG9a3d7Dg8sX/Xo+HNhNEMrfUPgXat9cPAJcCykR6ktd6mtT5Faz1Pa12itf6Z+/5yrfVSrfUMrfU1Wmtjsj0HkeLsJKyN7bQH+IRia5WdktwkzMPsmJEO1GWDtQkgLPNIeKwsyqDb4eTDcmNWQ0srbCTGRFCUdXJCwvFKiY/il1fOZefhlnGXTBfBQWvN46WVLCmYxAw/hIkmxUby+bOns3ZPHZsONXn1mNWbqomLMnPx3Gyft8fXirMttHU7qGoaezW4sSirsjM1LZ7kuKHLUBdnWzApKbiwrbqZHoczLPPmeXjKHL+115hdRqUVNpSCRQW+XwyKjTJz5zXzOGzv5Jcv7/b58wtjPFZayZTUOE6d5vvzwagIE187dxbba5p5fWetV495enMNSsFVCwetIRRUPPnzAr0IXVZlJyE6YtjCGLnJsUyKi2THBF+oqLJ1UtvSFdbjztmz0lHK+DQcocSbCSPPNLBdKVUCJAEZ/mvSxFOcY0FrAhou0+Nwsutwy7Cz7SAdqEeptZG4KDNzcnw/mREslk1LIS7KbFgHWmq1sXjKpGEnMMfjgjlZXHlKLn9968CEvxANBx+WN1LR2DHuksbDueWMAtISorjz9ZHzkHT29PFS2REuKskmPgTCh4yqWFNW1cz8YXYXgetCe2ZG4oRfqPAUWgjnHUazMhPITY41dNwpzrZgiYn0y/MvmpLCbWdN4/HSylGHGYngc6CujVKrjeuWTPZbeoIrT8lleno8d72xb8QKgk6n5ulN1Zw5I43spFi/tMeXDBt3qu3MHWGBXBJfu6y3upKuh2OFNI/UhGgW5Ccbnj8vlHgzYfQPpdQk4IfAC8Au4Ld+bdUEM8eADnT3kRZ6+pzDxvOCdKAe6602Fk2ZRKTZm49MaIqOMHPmjDTW7q4LeLLZhrZuDtS1+X0H108um0NqQhTfeHIr3Q7JyxXKHi+twhIT4dfdPHFREXx5xQw+LG/k/QPD77x7Y1ctrd2OkAhHA5iVmYjZpAKaT6K2uYvalq5h8xd5uMadlgmd+LrUamNWZgIp8UPvxgp1SilWFmXw/oGGgOdK7HE42VzZ5PeV9K+fN4uZGQl8e/U2mjsDG4ojfOuJ0koiTMqv/bzZpPjGeYXsr2vjhbLh6wJ9ZG2kxt4ZMuNORmI0qfFRAb3e6ertY/eRFq/Gnbm5Seyb4HlbS602kuMimZkx9G6scHBOUQZl1c3Ut074QCevDHn1q5TapZT6AfCW1rpJa71Oaz1Na52htb43gG0Me9lJMSTHRQb0xP1YwuvhV3pBOtDmjl72Hm0N69l2j5VFGRxu7mLv0cBuF95Y4b/8RQMlxUXym6vnse9oG3f/d79fX0v4j629h9d31HKVj5NdD+aGZZPJSYrh968PX7lm9aZq8ibFhkxVkZhIM9PT49kZwBN3Tx4J707cLTS0dXO0ZWKezDn6nGw65P/JjGCwsiiDjp6+/so8gbK9ppmuXqffP7MxkWbuunY+9W3d/OzFXX59LeE/3Y4+nt5czflzMklP9F2y68FcVJJFcbaF/3tz/7B5F1dvqiYxOsKnVUL9SSlFcY6FnUcCtwi9+0gLvX16yIrQA3nytu6dwHlbw7nAz0ArDA6HDjXDbZe4HogH3lBKlSqlvq6UCv7EDCFIKeWqHBDgE/e0hGhyk0fewloywTvQjYdsaA1LJsCJu6cDDXR4wHqrjZhIE3NzRx7Qx2tFYQafWJzPvesOsrnSu9w0Irg8s7manj6nX8PRPKIjzHz1nJlsrbKzZvfgn4vD9k7eO9DA1QvzQuoka05OUkDHnbJqO5Fm1Z/HYjgTPX/e7iOttHU7wjoczeO06anERJoCHh7gCflbHID3eF5eMl9aPp2nN1fz5i7jqpGKsXt951GaOnoDMu6YTIo7LphFpa2DpzZWD3pMW7eDV7fXcun8HL8vnPhScbaFfbVtAStAUtaf8HrkPGUTfdw52tLFocaOkFn4Go/ibAtZlhgJS/PSkBNGWusyrfV3tdbTga8Ck4H1Sqm3lFK3BayFE0RxtoU9ta04AtiBLshP8ioD/twJ3oGWWm1EmU0j5nsKB5mWGEpyLQHvQDdU2Fg4eRJREYEJ+fvBpbPJTorljqfKJuzOuVClteax0koWTk6mMMv3ya4Hc/WiPApS47jzjb2DVhV7dksNWhMyYQEexdkWalu6aGwLzC6esio7s7MtXl3cFOe4El9P1HGnP4/EBDhxj4k0c/r0NNbuCWw49IYKG9PT40nzYWn04fzPypnMzrbw3We209TeE5DXFL7z+PpK8lNiOWN6WkBeb0VhBgsnJ/OnNfsHPU95ZfsROnv7Qm/cybHQ0+fkYH1bQF6vrLqZTEs0WUkxIx6bNymWpNjICZvnstSP1YqDjVKKFUXpvLu/gR6HVE8eiVdXZ1rrj7TWXwc+DSQDf/Fnoyai4hwL3Q4n1oZ2v79WS1cvB+vbR8xf5OHpQHdO0PKD66025ucnhdQKznisLMxg06GmgJ3QtnT1sutwS0BX0hNjIvndqnmU17fzey8SGovgUWq1UV7fHpBVXo9Is4mvnzeLPbWtvLz9yHE/01rz1MYqTp2WQn5KXMDa5AueBKS7j/h/96jTqdlW3ez1uBMXFcH09AR2TtAT9w0VNianxIVEIltfWFmUQaWtg4P1/j8HAuhzajZU2AJa+TQqwsRd18ynubOHH72wM2CvK8avvL6ND8sb/Zrs+kRKKe64oJDali7+/dGhk36+emM109LjWTg5OSDt8RXPDtNA7W4tq7J7Pe4opZibmzRhy62XWm3ER5m92gUcDlYWZdLW7ehPiyGGNuKEkVJqiVLqD0qpQ8BPgHuBHH83bKLprxwQgDxG290Vz7zJIwHHOtCJuNLb3u1gR03zhJht91hRlIFTwzv7A1PRZdOhJpyagG+BPWNGGjeeOoV/vm/tX1URwe/x0koSYyK4dF5gh6HL5uVQmJnI/72577idoJsONVHR2MGqRfkBbY8vzPacuAcgn0R5Qxtt3Q6vxx1gwo47WmtKrbYJN+4ArN0TmHCtPbUttHY5Aj7uFOdY+OrKmbxYdphXTph8FsHrPxuqMJsU1wR4N8/p09M4Y0Yqf3/7IO3djv77KxraKa2wsWpRnleRAsFkalo80RGmgEwYNXf0Ut7QPqpxpyQ3ib21rROyMEqp1cbCKZOICOMCPwOdMSOVqAiTYVU6Q8lwSa9/pZQ6CPwNqAHO0Fov11rfo7VuDFgLJ4jp6QlEmQPTgXoSj84bobTxQBO1A91Sacfh1AFdhTTa/LxkUuOjAtaBllptRJgUp0weOb7c175zURH5k+K446my407GRHCyd/Twyo5arjwll9iowO74M5kU3zh/FuUN7Tyz+VjlmtWbqomLMnNRSWgkHR0oJT6K7KSYAI07rokfbxKPepTkJlHX2k1dS5e/mhWUDtS10dTRO6EmjHKTYynKSgzouAPGhF58cfl05uUl8YPndkiFnhDQ43CyelM1587OIMMycliTr91xfiGN7T08+L61/75nNldjUnDVKaEVjgYQYTZRlJUYkAXybTV2gFGllJibm0Rvn2ZfbWBC5oJFU3sPe4+2Toj8RR5xURGcOi1VJoy8MNwUYhdwodZ6idb6Lq314FnXhE9Emk3MykoISAdaVmVnalo8yXHel+qdqB1oaYUNkyLktvyOh8mkWF6Ywbp99QHJqVVqtTEvLyngEwAA8dER3HnNfKqaOvj1q7sD/vpidJ7ZXEOPw8l1SwIXjjbQ+cWZzM9L4o9r9tPt6KOzp4+Xth3h4rnZxEdHGNKm8SrOtgRs3EmIjmBamveleufmTcz8eZ5qYROhMudAK4oy2FjRREuX/0vPl1pt5CbHkuNF4Q9fizC7QtPauh18/9ntAc3bJEbvzV1HaWzv4boAhkEPdMrkSZw7O4N73ymnuaMXp1Pz9OYazpyZ7lVenmBUnOMad/z9t+9JeD13FAvkEzVv68ZDriIwE2mBHGBlYTrlDe1UBCAlTCgbLun1z7TWUnc6gDyV0vzegVbbmT+KzhMmbgdaam1kTk4SiTGRRjcloFYWZWDv6GWLe7D1l67ePrZV2w0doJZOTeEzZ0zl3x9V8t7+BsPaIYantebx0krm5yf3h/AGmlKK288vpMbeyROlVby+s5a2bkfIJR0dqDjHwsH6dr8nfy+rtjMvL2lU+T+Ksy2oCZj4utRqIyMxmimpoZUTa7xWFmXgcGre3effflhrV/4iI1fSZ2Ymcvt5s3hj11Ge21oz8gOEYR4vrSQ3OZaPzUw3rA3fOK+Q1i4H/3j3IB+VN1Jj7wzxcScJe0cvR5r9u3t0a1Uz09PjsYziHD4/xZW3deKNO41ERZhGFX0SDlYWZQKBrw4daiZGkGKIKM620NjeQ50ftyjXNndxtKV7VPG8MDE70G5HH1sq7RMqLMDjrFlpRJiU3zvQLZV2evs0S6cGPhxtoG9eUMi09Hi+tbosIKvbYvQ2HWpif10bNyw1NlfQWTPTWDY1hT+vPcCj6w+RnxIb0jtBirMt9Dk1+476L/F1V28fu4+0jHrciY92Jb6eSBVrBuYvCrXcJON1Sn4yyXGRrPFzHqPyhnYa2noMH9tvPWsai6ZM4sfP76TWzxfOYmwONbbz3oEGPrEkH3OAkl0PpjjHwmXzc3jw/Qr+8W45iTERnF+caVh7xisQia+11mytso963FFKUZJrmVDjDrgWKhbkJU+YAj8ek1PjmJGRwFt7ZcJoODJhFESKc1yzuv7sQD35i6QDHdn26ma6HU7DTyqNYImJZHHBJN7y84RRqdWGUrBoirHvcUykmbuumU9tSxe/eGmXoW0Rg3ustJKE6MAnuz6RUopvXlBIQ1s3GyqauHphXsCq5vhDf8EFP447u4+00Nunva5UM9BES3xd3dRJbUvXhMoj4RFhNnH2rHTW7a3H6fTfTutgKR1tNinuvGY+PX1OvvPMNglNC0JPbKjCpODaxcYXNfj6uTPpdjh5e289l83PCekL+6KsRJTyb6Gfw81dNLR1jyp/kYcnb+tEKbfe1u1gx+EWw/tEo6wsyuCj8kbaJJfpkLyaMFJKzVNKfVwpdZXn5u+GTURF2YmAfzvQsmo7ESY1ppKJJTkTqwP15JEIZLn3YHJOUSZ7alupsXf67TVKKxqZnWUhKdb4kL9TJk/i82dP58mN1QGr1CO809zRy8vbjnD5gpygyBW0uCCF5YWu8ISrF4ZuWABA/qQ4EqIj/DvuuBcqxnLiPifHwtGWbupaJ8YOjP78RRMsj4THyqIMGtt7KKu2++01Sq020hKimZoW77fX8NbUtHi+fWERb++t58mNVUY3RwzQ2+fkqY3VrCzKDIpcQdPSE7h6YS5ASIejgWv36NTUeL8uVHjGnbEsVJTkJNHT5/TrzttgsvlQE31OPWEnjFYUZtDbpyUtxTBGnDBSSv0T+CdwNXCZ+3apn9s1IVliIpmcEuf3DnR2tmVMKxMluROrAy212piVmUBKvPfJwcPJsTLH/tll1NvnZPOh4Ar5+9q5MynMTOQ7T2/H3tFjdHOE23Nba+h2OLneoKSjg/nt1fP4582LyU8J7TwzJpNidnaif8ed6mYyLdFjuujy5M+bKLtbS62NJMdFMjPD++Tg4eTsWemYFH7d3eoK+ZsUNCF/N51WwKnTUvj5S7upbuowujnCbc3uozS0dXO9wWHQA33/kmL+9smFnDKGyfdgMzvHvwUXyqrsRJlN/YvxozHR8raWWm2YTYqFU4xND2GUxQWTSIyJ8HtURSjzZofRqVrrxVrrm7TWt7hvn/F7yyao4mwLOw/7p4NyOjXbqpuZP4qyxgNNpA60z6nZdKhpwu4uApieHs/klDi/daA7aprp7O0LqtCL6Agzd107H1t7Dz95YafRzREcS3Y9NzeJktzgScaYaYnpT5YY6oqzLew+0uK3MKCyKvuYVnkB5uQmuRJfV/u/klswKLXaWDwlJaTDHMcjOS6KRVMmsdZP+SSqmzqosXcGVd4xk0nx+1Xz0Vrz7ae3+TUcT3jvsdIqspNiOHuWccmuT5QUG8nFc7ODZrJzPIqzLVTaOvyWN3JrlZ3ZORaiI0a/QD4lNY7EmIgJcb0DrorQJTkWEoJgB7cRIs0mPjYrnbf21klo8BC8mTD6UClV7PeWCMCVT6KiscMvcZQH69to63aM+cTd04FOhJXe3UdaaOt2BNXul0BTSrGyKIMPDjb4pYKSJ4/E4iA6cQfXTrovr5jBc1sP89qOWqObM+FtqbKzp7Y1qHYXhZviHAvtPX1U2ny/u6G5o5fyhvZR583zSIiOYGpaPDv8tJASTOpauqho7AiqSXQjrCjKYEdNC0dbfB+GuKEiOEP+8lPi+N4ls3n/QCOPrj9kdHMmvCpbB+/ur+faxflEmCXdqz948uftOeL7qIU+p2Z7TTMLxljxSylFSU4SOyfA9U5Xbx9bq+wTeoEcYGVhBnWt3ez0427rUOZNL/gIrkmjvUqpbUqp7Uqpbf5u2EQ1p78D9f0frCfh9SmTk8f0eE8HOhEmjNYHSVJMo60syqCr18mHBxt9/tylVhvT0uNJT4z2+XOP11dWzmBOjoXvP7udxjb/VS0UI3t8fSVxUWY+vsDYZNfhrDjbdVLtjxMlTy6a8YRQzM2dGONOaYWMO+Aad8A/YWmlVhuWmAgKs0YfpuJvNyydzFkz0/jVK3s41NhudHMmtP9sqEIB1y4JnnC0cDPHnUvVH1EVB+ra6OjpY8EYr3cA5uYlsbu2ld6+8M7buq26mZ4JWuBnoOWF6SgFa3ZLWNpgvJkwegC4EbiQY/mLLvNnoyay/oo1fpgwKqu2kxAdwbS0sedGmCgdaKm1kckpcWQnxRrdFEMtm5ZCXJTZ52WO+5ya0gpb0K6kR5pN/OHaBbR2Ofjh8ztki6pBWrp6ecmd7HqibpUOhJmZCZhNil1HfH/iXlZlRykoGeNKL7gmjI64K96Es1Krjbgoc//C0URVmJlITlKMX/LnrbfaWFKQYmiJ9KEopfjdqnlEmBXffEpC04zi6HPy5MYqlhdmkJs8sc8B/Sk9MZq0hCi/5M8bT8Jrj5LcJHoc4Z+3tdTqWhCe6DuMUhOimZ+X7Ldw6FDnzYRRvdb6Ba21VWt9yHPze8smqCxLDJPiIv3UgTYzLy9pXLkRJkIHqrVmQ0XThJ9tB1dOnzNmpPHWnnqfTprsrW2ltSu4Q/4KsxL52nkzeWV7LS9uO2J0cyak57ceprO3j+uWSDiaP8VEmpmZkeCfcafazvT0BCwxY6+EWDJB8ueVWm0smjJpwofAKKVYOTuD9w400O3wXTh0fWs35fXtLAnicSc7KZYfXzaH0gob/3zfanRzJqS1e+qoa+3mOtld5FdKKWZn+yfx9dZqO5aYCApSx14JcaIUXFhvtVGYmcikCVrgZ6BzijLYVm0P+8WpsfDmrGSLUuoxpdT1SqmrPDe/t2yCUkpR7IfKAV29few+0jLmPBIeE6EDPVjfhq29J6iSYhppZVEGNfZO9h1t89lzBmseiRN97qxpLMhP5kfP75gwZb2Dhdaax9ZXUpxtYd44dqcI7xT74cRda83WquZxrfLCsVDtHdXhO+7YO3rYU9sq447byqIMOnr6WF9u89lzbgyRkL+rF+Zy7uwMfv/6Xg7W+27cFd55vLSSjMTo/tBI4T/FORb2H22jx+HbqIWyKjvz85PHtUA+JSWOxOjwTnzt6HOy+ZAskHusKMpAa3h7b73RTQk63kwYxQLdwPm4QtE8YWnCT4qzLeypbcXhw7CvXUdacDj1uE/cJ0IHKvmLjrei0HXS5MvwgFKrjdzk2KDf7h1hNnHXtfPp7Onje89sl9C0ANpW3czuIy1cv2xyWFSECXbFORaOtnT7dGXtsDuMbMEYK3N6JMZEMi0tPqzHnY0VTYCMOx6nTUsjOsLk03FnvdVGbKSZkpzgnoBWSvGrq+YSG2Xm9ifLfHouKIZXY+/k7X31fGKJJLsOhOJsCz19Tp9OjHb19rGntnXc1zsmk2JOroXtNeGbBHnXkRbae/qCetdlIM3JsZBpiWatj9NwhIMRe0Ot9S2D3D4TiMZNVMU5FnocTsobfJf00BPPu2CcO4wmQgdaarWRkRjNlNQ4o5sSFLKSYpiTY/FZB6q1Zr3VFjIXRtPTE/jmBYX8d3cdT2+uMbo5E8bjpZXERpq5XJJdB0SxOwHpbh/uMurPIzHOcQdcYWnhvLO1tMJGlNnkk/cqHMRGmTl9eqpPyxyXWm0snJJMVETwTwRkJMbws8tL2Fpl5x/vlhvdnAnjPxuqALh2sYSjBYJn96gvw6F3Hm6mz6l90pfOzU1i95GWsM3b6qlWLDtbXZRSrCjM4N19DWH7Ox+rEUdNpVSeUupZpVSd+/a0UirPi8flK6XeUkrtUkrtVEr9r/v+FKXUm0qp/e5/J/niPxJOPBVrfNmBllXZybREk5UUM+7nKskJ3w5Ua836ctdkhuxqOGZlUQabDjVh7+gZ93NZG9ppaOsOmQkjgM+cMZWlBSn89MWdHGnuNLo5Ya+t28ELZYe5dF72uHLfCO/Nzvb9iXtZlZ0os4mirPEncS7JtXC4uStsqxaut9pYkJ9MTKTZ6KYEjZVFGRxq7PDJ4llzZy+7a1tYWhDcYdADXTYvm4vnZnH3m/vZWxu+eSODhaPPyVMbqzhrZjr5KbJgGAhT0xKIiTT5NBx6S6UdgPk+CGX35G3d78OUDMFkvdXGlNQ4n1wbhosVRRm0djv6U2cIF2+WWR4EXgBy3LcX3feNxAHcrrUuBk4FvqyUKga+A6zRWs8E1ri/FwNMS48nKsK3HWhZ9fjzSHjMzQvfDrS6qZPalq6grd5llBVFGTg1rNs3/rje0hAM+TOZFL+/Zh6OPs23Vm+T0DQ/e2HrYTp6+rh+mSS7DpRJ8VHkJMX4dNzZWmWnOMfikx0d4Zz4ur3bwY6a5pDqEwNhhTuHzFoflDnedMiG1rBkauisUSql+PnlJSTGRPCNJ7eG5SJdMFm3r54jzV3csFR2FwWK2aQozLL4dqGiupmcpBgyLD5YIA/jvK1Op2ZDhU12F53gzBlpRJlNvOWHKp2hzJuzuHSt9YNaa4f79hCQPtKDtNZHtNab3V+3AruBXOBy4GH3YQ8DV4yl4eEs0myiMDPRZx2ovaMHa0O7z7a693egh8OvA/VMZkg87/Hm5yWTEh/lkw60tMJGWkIU09LGXr3CCFNS4/nexUW8u7+Bx0urjG5O2NJa81jpIYqyEjlFwnMCqjjHdyfufU7N9prmcYdBe3jGnZ1+qORmtM2VTfQ5tYw7J8ibFEdhZqJP8hiVWpuINCtOyQ+dCSNwlXr+5ZVz2Xm4hb++dcDo5oS1x9ZXkpYQzTmzM41uyoTiKbjgq4U4T8JrX5iaGk9CdERYXu8cqG/D3tErCxUniI+OYNm0FNbIhNFxvJkwalRKfUopZXbfPgU0juZFlFIFwCnAeiBTa+2pUV0LDNozK6U+p5TaqJTaWF8/8bKV+7ID3eauLOOrE/f+DjQMZ9xLrTaSYiOZlZFodFOCitmkWF6Yztv76ulzju9vstQauiF/n1w2hTNmpPLLl3dRZeswujlhaUNFEztqWvjkqVNC8m8klBVnWzhY30ZX7/hLmR+oa6Ojp4/540x47WGJiaQgNY7tYVgpbYPVhknBoimhNZkRCCuKMthQYaOlq3dcz1NqbWReXjKxUaEX8ndhSRZXLMjhL2sPhOV5VzAor29j7d46rl+aT6Qkuw6o4hwLzZ29HG4efyVaW3sPlbYOn00YmUyuytXhuLNVCvwMbWVRBuX17Rxq9F0u4VDnTa/4GeBaXJM7R4BVwC3evoBSKgF4Gvia1vq4pUHtmg0Z9OpTa/0PrfVirfXi9PQRNzSFneIcC7b2Ho62jD9fgyfx6FwflaYO5w60tMLGkoKUcZXiDFcrizKwd/SypbJpzM9RY++kuqmTJSG6BdZkUvxu1XyUUnxzdRnOcU6eiZP9451yJsVFsmrhiKnyhI8V51hwanySL6U/4bWPQqHBtcsoHMed9VYbJblJJERHGN2UoLOyKAOHU/Pe/oYxP0dnTx/bqkM75O+nHy8hJT6K258so9sx/gldcbwH3rMSaTJx42lTjG7KhOPLxNdl1XbAt+OOJ/F1uFUrLLXayLREM1nydZ1kZZHvq0OHOm+qpB3SWn9ca52utc7QWl+hta705smVUpG4Jose1Vo/4777qFIq2/3zbEB+G4Mo9nSgR8Z/clxWbWd6erxPk8eGYwda19KFtaFd8hcN4ayZ6ZhNalwd6IYwWNHITY7lh5fO5qNyG498WGF0c8JKeX0ba/Yc5cZTp4TkToBQ119wwQd5jLZW27HERFCQ6rvQ07m5SdTYO2lqH3/y/WDR7ehjS5Vd8kgMYeHkZJJiI1kzjjxGWyqbcDh1SL/HSXGR/Pbqeew92sof/7vf6OaEFVt7D6s3VXPlKblkJEry30ArykpEKR9NGFXZUcp3C+TgGne6ep0cqA+fvK1aa0qtjSydmio7uQcxJTWe6enxMmE0wJATRkqpPyul/jTUbaQnVq6/wAeA3VrrPwz40QvATe6vbwKeH89/IFwVZblCosbbgWqt2VrV7PNSveHYgZZWhP5khj8lxUayeMqkcXWg6602EmMifFI1yUjXLs5nRWE6v3ltD1YfVPARLg+8ZyXSbOLG0wqMbsqElDcplsToCJ+duM/PT/bpbs25YZj4elt1Mz0Op4w7Q4gwmzh7Vjrr9tWNeUfneqsNpWBRQWiH/K0oyuDaxXncs+7guHb6iuP9+6NDdDuc3HrWVKObMiHFRUUwNS3eNwvkVXZmZiT4dLdmf8GFMAqHrrR1cLQltKoVB9rKogzWl9to73YY3ZSgMNwOo43AJiAGWAjsd98WAFFePPcZwI3ASqXUVvftYuA3wHlKqf3Aue7vxQkSYyKZkho37gSfh5u7aGjr9nny2HDsQDdYbcRFmfu3x4qTnTM7gz21rdTYx1ZafoM75M8c4iF/Sil+c/U8oswmbn9y67jzOglobOt2rfIuyCU9Mdro5kxIJpNitjt/3nh09faxp7bVZ3nzPOaE4YRRf6GFEN794m8rizJoaOth2xh/7xsqbBRnW3y6y9ooP7i0mCxLDLc/VeaTXGMTXVdvH498WMGKwnRmZkruSqMU+2Dc0VpTVu27Qgse09LiiY8yh1X+MM+4IxEVQ1tRlEFPn5P3Dow9HDqcDDlhpLV+WGv9MDAPWK61/rPW+s/AObgmjYaltX5Pa6201vO01gvct1e01o1a63O01jO11udqrW0++9+EGV90oFsr7QA+32EUjh3oequNRVMmESEJD4fkiesdS7W0hrZuDtS1hc2KRqYlhp9ePofNlXbuf7fc6OaEvH9/VCmrvEGgOMfC7iMt48rPtaOmmT6n9mkeCXDtcpySGhdW406p1caszAQmxXuzDjcxnT0rHZMaWz6JHoeTzZVNYTPuWGIi+d2q+ZTXt/P71/ca3ZyQ99yWGhraerjtrGlGN2VCK86xUGXrpLlz7Mntq5s6sbX3+Px6x2RSzMkJr/x5pVYbyXGRzEhPMLopQWtJQQqJ0RE+qQ4dDry5Mp4EDNxykeC+T/jZnBwLhxo7aB1HdZCyajtRZpPPQ4DCLfG1vaOHvUdbQzrHQSBMT08gPyV2TB3oxorwW0m/YkEu5xdncteb+9h/dPyJgicqWeUNHsXZFjp6+qgYR3WQre6E1/N8VCFtoJIwOnF39DnZdCh8JjP8ZVJ8FAsnTxrTuLO9ppmuXmdYraSfOTONT506mX++b+3fKSBGz+nU3P+eleJsC6dNTzW6ORNacbbrGmX3OBbJt/qh0ILHnFzXAn645G2VAj8jizSb+NisdN7aW+eTiuWhzpsJo98AW5RSDymlHgY2A7/yb7MEHEt8vWccFWu2VtkpzrEQFeH7XTMluUlh04FurGhCa8lfNBKlFCsLM3j/YMOot8Ovt9qIiTT15yEJB0opfnnlXOKjzNz+VFlYfBaM8OyWGhrbe7jtY7LKa7RjBRfGfuJeVt1MbnKsXxLIluQmUd0UHomvdx9ppa3bwdKpcrE6khVFGWyvaaauZXSltz0TKovDaKEC4LsXzSZ/Uhx3PFUmOTbG6O19dRyoa+NzH5smiX8NVuyDSmllVXaiI0wUZvl+0cmTt/VgfejnrKxt7uJQY0dYTaL7y4qiDI62dI87PUw48KZK2oPAMuBZ4BngNHeomvCz/oo1Y/xDdfQ52e6HeF6PcOlAnU7NaztriTKbfL6VNRytnJ1JV6+TDw82jupxpVYbCydP8svkpZHSE6P5xRVz2VbdzD3rDhrdnJDjdGruf7ecOTkWTpsmF85Gm5mZQIRJjfvEfb4fdhfBscTXOw6H9i4jrTWv7jgCIDtbvdAfDr13dLuMSq2NTE+PJy0hvPKixUdH8PtV86hq6uC3r+0xujkh6b53rGQnxXDJvGyjmzLhZSTGkJYQPc6FCjsluUlE+iGtRDgVXHjNM+7IhNGIlhemo8YYDh1uvP1UmYF6oAmYpZT6mP+aJDwyLdGkxEeN+cT9QH0bnb19/j9xD+EOdGuVnSv/9j6rN1Vz6fxsYiKllPdIlk1NITbSPKoOtKWrl91HWsJ2gLpkXjYXz83iz2sPcHiMCcEnqrf31XGwvp3bzpJV3mAQHWFmRkbCmE/cbe09VNo6/BIWAFCS61qJ3lETuit++4+28sn71/O3tw9y5ow0spKklPdIirISyU6KGdW40+fUbDzUFLY7uJZNS+Wm0wr410eHfFLZcCLZUdPMh+WN3Hx6gV8mGMToFedYxrdAXtPst3FnWnoCcSGet7XK1sHn/7WRn7y4i6KsxP4wQDG0tIRo5uUly4QRXkwYKaV+C7wPfB/4pvt2h5/bJXCFu4wn8XWZH+N54VgHGooz7g1t3XxrdRlX/PV9Djd38X+fmM9d18w3ulkhISbSzBkz0li7x/u43k2HmnCGecjf9y6ejQZJRDpK/3inXFZ5g8x4TtzLqu2A7wsteCTHRZGfEhuSJ+4tXb38/KVdXPTHd9lR08zPLp/DQ7csMbpZIUEpxYqiDN7b30C3w7tw6D21LbR2OcI69OLr584iKTaSX7y8S/JsjMJ975aTEB3B9csmG90U4VacbWF/XSs9jtGH9u892kpXr9NvC+Rmk+t6LBTHna7ePu7+7z7O/cM63tnXwDcvKOS5L58hBX68tLIwg7JqO41t3UY3xVDe/LVcARRqrS/RWl/mvn3cz+0SbsU5FvYebaV3DLlRtlY1Y4mJoCA13g8tC80O1NHn5MH3ray4822e2VzD5z42jbW3n82Vp+TJ7oZRWFmUQY29k/11bV4dX2q1EWlWnJIfvvny8ybFceuZU3l2S03/ZK0Y3o6aZj4qt3HLGbLKG0yKsy3UtXZT3zr6E6SyKjsmhV9zlc3NDa3E106nZvWmalbeuY5/vm/lmsV5vHXHcj59WoGctI/COUUZtPf0eZ3o2XNcOC9UJMVF8rVzZvLBwUZZBffSYXsnL207wieW5GOJiTS6OcKtOMdCb5/mgJfnlQOVVbnGA3+l4ABX/rydh1voG0cF0UDSWvP6zlrO/cM67v7vfs4tzmTN7Wfz5RUzJJpiFM6ZnYHW8PbeeqObYihvzlTKAelRDVKcbaHH4aR8DHmCXHkkkv2aBT+UOtAPDzZyyZ/e46cv7mJBfjKvfe0svnfxbBLlhGHUPPkk1uz27gS11Gpjbm4SsVHhPUh9cfl00hKiZLXXS55V3uuWyipvMPEkIB1LxZqyKjszMxKJj47wdbP6leQmUWnroLlj7BVEA2VHTTOr7vmAO54qI29SLM9/+Qx+fdU8UsMsp04gnD49jegIk9cTI6VWG7nJseQkx/q5Zcb65KlTmJYezy9f2T2mxcWJ5sH3rQDcckaBsQ0Rx/GESI0lqqKsyk5yXCSTU+J83ax+c3OT6Ozto7x+9BNagXawvo2bHtzA5/+1ibgoM4/duoy/3rAw7PtCf5iTYyEjMZq1o8yfF268mTDqALYqpe5VSv3Jc/N3w4TLsYo1o1tN7ezpY+/RVr+Fo3mEQgd6pLmTrzy2mevv+4i2bgf3fGoRj3xmKTMypHz3WGUlxVCcbfGqzHFXbx/bqu1hm0dioMSYSG4/v5ANFU28uqPW6OYEtRr3Ku91ssobdMZ64q61pqy62W9hAR6hkPi6qb2H7z27ncv+8h6Vtg5+v2oez3zxdOb5eUwOZ7FRZk6bnurVuKO1ptRqC+twNI9Is4nvXzyb8vp2Hv3okNHNCWqtXb08UVrFxXOzyZvkv8kFMXpT0+KJiTSNKRy6rNrO/Lxkv0YKzM0L/sTXbd0Ofv3qbi68+x22HGrih5cW8/JXz+L0GWlGNy1kKaVYUZjBO3vrJ/SEvDcTRi8APwc+ADYNuIkAmJYWT1TE6DvQnYeb6XNqv1f9CuYOtNvRx9/ePsDKO9fx5q6j/O85M/nvN87mwpIsCT/zgZVFGWyqbBpxlX9LpZ3ePj0hTtwBrl2cT1FWIr9+dbfXuTYmooc8q7xnTjW4JeJEyXFR5CbHjnrcqW7qxNbe4/dxpyQneMedPqfmXx8dYvmdb/OfDVXccvpU1t6xnGsW5/t1t+9EsbIog4rGjhEXqcob2mls7wnrcLSBVhZlcMaMVO5esz8kdt4Z5T8bqmjtdnDbWTLuBBuzSVGUZRn1Anl7t4N9R1v9Pu5MT08gNjI487ZqrXl+aw0r73ybe9eVc8WCXNbesZzPnjlVwv19YEVRBq3dDjZWNBndFMOM+FektX54sFsgGicgwmyiKCtx1Cu9W/sTXvt3pXd6egIxkaag60Df2lPHhXe/y+9e28tZM9P47zfO5uvnzQr7kKhAWlGUQZ9Ts27/8HG9pVYbSsGigvDNXzSQ2aT4/iWzqbJ18vAHFUY3Jyi1dPXyuHuVN1e2SAel2WMouLDVz4UWPCbFR5E3KTboxp2NFTYu+/N7/PC5HRRnW3jlq2fxo8uKZQedD60odIVDjxSWNhHyFw2klOL7FxfT3NnLn9fuN7o5Qam3z8k/37OybGqK7PQLUp6CC6MJ6d9R04xTwwI/72w1mxTFOcGXt3XX4RY+ce9H/O8TW8m0xPDMl07n99fMJz1Rwp595cyZaUSZTbw1gcPSvKmSNlMptVoptUspVe65BaJxwqU4e/QdaFl1MzlJMWRY/FuuN9gSXx9qbOfWhzdwy0MbUMDDn1nKPz69mHw/xjVPVAvyk0mJj2Lt7qPDHlda0cjsLMuEumg6a2Y6KwrT+fOaAxO+ssJg/lNaRZus8ga14hwL5fVtdPZ4v0uurMpOdISJwiz/h/uW5CQFzbhT19LF1/+zlVX3fEhTRw9/ueEUHrttWUDeh4kmPyWOWZkJXk0YpSVEMzXNP0U/glFxjoVrF+Xz8IcVVDSMPu9luHtl+xEON3dx21nTjG6KGEJxtoWWLgc19k6vH9NfmTMAk4AlOZagydva3NHLj57fwaV/fpf9da38+qq5PPflM1g4eWIszgZSQnQEy6alTOjCAt7sU3sQ+DvgAFYAjwD/9mejxPGKcyw0dfRS29Ll9WPKquwsmJzsv0YNMDcIEl939vRx1xt7Oe//3uHDg41896IiXvvaxzh7VrphbQp3ZpNi+ax01u2rH/J33+NwsulQ04RZ5R3oexfPpqO3jz+ukdXegXrdlQpllTe4FWdbcGpXuWJvlVXbmZubFJAt8HPzkjjU2EFzp3HhNz0OJ/945yAr7nybl7cd4csrprPm9rO5dF6OhD370YqiDEqtNlq7hv7dl1ptLJ06acL9Hm4/fxaRZhO/eXWP0U0JKlpr7nu3nGnp8f1FO0TwmePJ2zqKcOiyqmbyU2IDUkigJDeJjp4+rA3G5W3tc2oeL61kxV1v8++PDvGpU6fw1h3LuX7pZMwS9uw3KwozOFDXRmVjh9FNMYQ3Z3WxWus1gNJaH9Ja/wS4xL/NEgP1JyD1sgO1tfdQaesIyGw7DOxAA7+ipbXmle1HOPcP6/jz2gNcXJLF2juW8/mzpxMVIXG7/raiKIOmjl62Vg0e17vjcDNdvc4Jk79ooJmZidywdDKPrq9k/yguusOdrPKGhtGeuDv6nGyvafZ7HgmPEnfi650GJb5+d389F/3xHX71yh6WTUvlja9/jG9eUERclP+qwwmXlYUZOJya9/Y3DPrz6qYOauydLC2YeONOhiWGLy2fzms7a/movNHo5gSNj8pt7Khp4dYzp0kusSBWlGXBpEZXcGFrlT1g1zuevK07akafmNsXtlQ2ceXf3ue7z2xneno8L/3PWfzs8hKS46IMac9E4ploXrtn+KiKcOXNFXW3UsoE7FdKfUUpdSWQ4Od2iQGKRjlhVObJIxGgE/djHWhgT9z3H23lUw+s50uPbiYxJoInP38ad193Cpl+DsMTx3xsVjpmkxpym+YGdx6JJRNwwgjga+fOJC7KzK9e2W10U4KCrPKGjrxJsSRGR3idgHTv0Va6ep2BG3dyjRl3qps6+MK/NnHjA6U4nJoHblrMP29eQsEECn0y2qIpk7DERAw97lR48heFf2XOwdx61jRykmL4xcu7cAZB6EwwuP/dclLjo7hqYa7RTRHDiI0yMzUt3uvrnfrWbmrsnSwI0Lgzw6C8rQ1t3XzzqTKu/NsH1DZ38cfrFvDk50/rr6Qt/K8gLZ5p6fGs3Tt83tZw5c2E0f8CccBXgUXAjcCn/dkocbyE6AgKUuPY6WUHurXKjkkdO6H2t0B3oF29ffzipV1c9Md32V7dzM8un8NL/3PmhAx7MlpSbCSLp0xize7BT9xLrTamp8eTFoCtwsEoNSGa/1k5g7f21vPOvok5yAwkq7yhQynFbHcCUm+UVbn6/wUBWulNiXdVctseoJVeR5+TP63Zzzl3rWPdvnq+eUEhr3/tY5wzOzMgry+OiTCbOLswg7f21g06IVJqtWGJiZiwOaRiIs1868IidtS08OyWGqObY7gDda2s2VPHjadNISZSCp8Eu+KcJK93GG3z5C8K0IRRhNnE7GxLwK53tNY89L6VFXe+zXNba/j82dNYe8dyLl+QO+HCbYPBysIMPjrYSHu3w+imBJw3VdI2aK3btNbVWutbgGuAGf5vmhhozig60LJqOzMzEomPDszW+EB3oL9+ZTf3v2flmsV5vHXHcj59WgERUjbSMCuLMthT28rhE5IU9jk1pRW2CT+Rd9PpBeSnxPLLl3cHRaJEI90nq7whpTjbwu4jrV793ZZV2ZkUF0l+SuCq3pXkBq7gwr3vlPOHN/dx7uxM1tx+Nl9eMUMuPg20siidhraeQc871lttLClImdD5PD4+P4f5eUn8/vW9dPRMvIubgR54z0p0hIkbT51idFOEF4qzLVQ3ddLcMXJ+urIqO2aT6g+hDoS5uUnsOtwSkN17qzdV85MXd7EgP5nXvvYxvnvRbBICdG0nTrayKIOePifvHxg8HDqcDXmVrZSyKKW+q5T6i1LqfOXyFeAAcG3gmijAlfi60tZByzBJHsE1G11WZWe+n8tLnihQHej26mb+9dEhbjptCr++al5AktyJ4XlCi04sN7m3tpXWLseEnzCKjjDz3Ytms/doK09urDK6OYY5UNfKWlnlDSlzcix09vZR0Thyfrqyajvz85MDuuo5NzcJa0P7iOPieFXZOvjTmv1cOCeLv35yITnJgZsUE4M7e1YGSnFSWFp9azfl9e0TNgzaw2RS/PDSYmpburjvHavRzTFMQ1s3T2+u4aqFeXK+GCI8YVbeLJJvqbIzKzMxoLnjSnKTaOt2YPViXByPpvYefv3qHhZNmcTDtyxlerpkgzHa4oIUEqIjTrremQiG25bxL6AQ2A7cCryFa3fRlVrrywPQNjGAJ/H1niPDJ8+tsnXS1NEbsO2ZHoHoQPucmu8/t53UhGhuv6DQb68jRmdGRgJ5k2J564QT91KrK+HmRM0jMdBFJVksKZjEXW/sHbayTziTVd7QU+xl4uv2bgf7jrYGLPGoR3/iaz+GpWmt+dHzOzCbFD+6rNhvryNGJyU+ilPyk086cT+Wv2hiTxiB6+LmkrnZ3LPuILXN3lfZDSePfHiIHoeTW8+aanRThJf6C/2MMGHkWSBfYMACOfg/f97vXt9Dc2cvv7iiREL4g0RUhImzZqbx1p56tJ5YEQPDTRhN01rfrLW+F7geKAYu0FpvDUjLxHGOnbgP30Ft9cTzBvjEPRAd6KPrD7GtupkfXDIbS0yk315HjI5SinOKMnjvQANdvX3992+oaCI3OZZcWY1HKcUPLimmoa2Hv7990OjmBFx9q2uV9+pFssobSmZmJBJpViOeuO+oacapCVjiUY9AjDuv76zlrb31fP3cWbKzKMicMzuTbdXN1LUcmwwptdqIjTRTkhPYi8hg9e0Li+hzau58Y6/RTQm4rt4+/v3RIc6dnSG7M0JIemI06YnRIy5UVDR20NLlCPj1zsyMBKIjTGyv9t+4s+mQjcdLq/jMGQXMzpbE1sFkZVEGtS1do6rkFw6GmzDqXwbXWvcB1VrriblEEQQyEqNJjY8a8Q+0rMpOdIQp4Mke/d2B1rV28fvX9nLmjDQ+Pj/HL68hxm5FUQZdvU4+dJfx1Vqz3mpjmazy9pufn8yVp+Ry/3tWqps6jG5OQP3rI9cq72fPlFXeUBIVYWJGRuKIJ+5l7oWKeXmBvUhPTYgmJynGb/nz2rsd/PTFXRRlJXLzGQV+eQ0xdisKXeHQbw+oWlNqtbFwSjJREZLXEGByahy3nFHA05urA15R0GhPb67G1t7DbWdNM7opYpSKsy1eXe9A4BJee/g7b6ujz8n3n91BdlIMXzt3ll9eQ4zdcve4c2JURbgbbkSdr5Rqcd9agXmer5VSE2taLQgopSjO8a4DLclNIjLASaAjzCaK/NiB/vLl3XQ7nPzs8jlSGSAInTotldhIc38Ham1op6Gte8LnkTjRNy8oRAG/e23irPZ29sgqbyjz7sS9mfyUWEN2j83JTfLbhfDd/93HkeYufnllScDHVDGy2dmJZCfF9Ocxau7sZXdtC0sLJAx6oC+vnMGkuCh+8fKuCRNG4XRqHnjXyry8JAlPDEHFORYO1LXS43AOeczWKjuxkWZmZgT+vKIk18JOP+VtfeiDCvbUtvLjy+YErHiR8F56YjTz85JYIxNGLlprs9ba4r4laq0jBnw94v44pdQ/lVJ1SqkdA+5LUUq9qZTa7/53kq/+IxNBcbaFfbVt9PYN3oH29jnZcbg54NszPeb6qQN9b38Dz289zBeWT2eaXHAGpZhIM2fMSGXtnjq01pRaJY/EYHKSY/ncx6bxQtlhNlc2Gd2cgJBV3tBWnGOhvrWbutahNxhvrbIbOO4kUd7Q7vPcYLuPtPDP9yu4bkk+i6ZIPxaMlFIsL8zg3f319DicbDpkQ2tYMlVOLQeyxETy9fNm8VG5jTd3HTW6OQGxZk8d5Q3t3HrWNFlkDEHF2RZ6+zT764bO21pWbWdubpIhVZLnuvO2elMQYjQO2zv5w5v7WFmUwQVzMn363MJ3VhRlsLXKTmNbt9FNCRh/fsoeAi484b7vAGu01jOBNe7vhZeKcyz09Dk5WN826M/3HW2lq9cZ8AppHp4O9JDNd+E23Y4+fvT8DqakxvGl5dN99rzC91YWZVLd1Mn+ujZKrTbSEqKYlhZvdLOCzhfOnk56YjS/eCn8V3udTs0/35NV3lDmSUC6e4iCC/Wt3dTYOwOev8jDk8dopLC50XA6Nd9/djtJsZF8+8Iinz2v8L1zijJo7+mj1GpjvdVGpFlxSr5MGJ3o+iX5zMhI4Fev7B5210a4uO+dcnKTY7m4JMvopogxGKngQo/Dyc7DLYZd73gKLuzw4bgD8LMXd+HUmp9+XKIpgtk5RZloDev21Y98cJjw24SR1vodwHbC3ZcDD7u/fhi4wl+vH476KwcM0UGVVbm25Rt14u7pQH0ZlnbvunLKG9r5+eUlUoo7yK0oSgdcZY5LK2wsnZoiA94g4qMjuOP8WWyutPPStiNGN8evZJU39I007mzzFFoIo3HnyY1VbK60892LipgUH+Wz5xW+d/qMVKIiTKzdU8cGq415ecnERsm5wokizCa+f8lsKho7+NdHh4xujl+VVdkprbBxyxkFhuw+EeNXkBpPbKR5yHDovbWucDWjxp1ZmYlERZh8Gg69ds9RXttZy/+snEl+SpzPnlf43pwcC+mJ0f3h0BNBoHvSTK215wqpFpD9dqMwNS2e6AjTMBNGdibFRTLZoI7G1x1oRUM7f3nrAJfMy+Zjs9J98pzCf7KTYpmdbeE/G6qobupkaYHsKBnKqkX5zM628JtX9xxXWS7cyCpv6EuKiyQ3OXbIE/eyKjtmkzKsKlV6YjRZlhifjTuNbd38+tU9LC1IYdWiPJ88p/CfuKgITpuWyus7a9lW3Sw7GYexfFY6Z81M409r9mPv6DG6OX5z37vlJEZH8Ikl+UY3RYyR2aQoyh664IKnIrRRC+SRZhOzsxJ9Vuins6ePHz2/kxkZCRK+HwJMJsWKwnTW7asfMk1MuDFs6l27YjGGjMdQSn1OKbVRKbWxvn7ibPkaToTZRFFW4tAn7tV25ucnG7aS78sOVGvNj17YSZTZxI8uLfZB60QgrCxKx9rgiuleOlUSjw7FbFL84JLZ1Ng7efD9CqOb4xeyyhs+inMs7Do8eL++tbqZwsxEQ3d1lOQm+WyH0a9f3UN7t4NfXFkiu+JCxMqiDGrsnTicWiaMhqGU4geXFNPa1csf1+w3ujl+UWXr4JXtR7hh2WQSYyKNbo4YB0/BhcFC98uq7KQlRJGbHGtAy1xKcpPYcbjZJ6kF/vLWfqqbOvn55SVS4TFErCzKoLXLwaZDEyMfaaD/Ko8qpbIB3P8OuZdLa/0PrfVirfXi9HTZXeLhqZR2YgfV3u1g39FWwxKPeviqA31ley3v7Kvn9vNnkWmJ8VHrhL+tLHJtGkyMiaAwK9Hg1gS3M2akce7sDP761gEawjBx3n3vlpMYE8F1Sycb3RQxTsXZFsob2unocRx3v9aasiq7YWEBHp7E123djpEPHkap1cbqTdXcetY0ZmVK/xUqVha5yhwrBYumSP6i4RRmJXLd0sn868NDlA+RDzOUPfh+BSaluPmMAqObIsapOMdCa5eD6qbOk35W5i60YOSk/tzcJFq7HBxqHF/e1gN1rfzjnXKuWpjLadNloTVUnDkznUiz6q8OHe4CPWH0AnCT++ubgOcD/Pohrzjbgr2jlyPNx1es2V7TjFMbtz3TwxcdaGtXLz97aSdzcizceOoUH7ZO+NuC/GRS46NYWpCC2SSr8yP57sWz6ert4w9v7jO6KT7Vv8q7dDIJUhY25BXnWNDalTdioIrGDpo7e1lgUOJRj7l5rvaNJ/F1j8PJD57bTm5yLF89Z4YPWyf8LT8ljlmZCczJsWCRXSUj+vq5s4iJNPOrV/YY3RSfau7s5T8bKrlsfg7ZScbtPBG+0Z8/74SoitauXg7Utxm+UOGL/Hlaa37w3A7ioiL43sWzfdU0EQAJ0REsm5o6YfIY+W3CSCn1OPAhUKiUqlZKfRb4DXCeUmo/cK77ezEKQ1UOKKuyAzAvz9gTd190oH94cx91rd388sq5EsoSYswmxSOfXcrPrigxuikhYXp6Ap86dQpPlFaedDEeymSVN7wMdeLuGXfC4cT9gfes7Dvaxk8/Poe4KJnkDDV/++Qi/njdKUY3IySkJ0bzpRXT+e/uo3xwoMHo5vjM46WVtPf0cetZU41uivCBoiwLJnXy9c726ma0Nn7cmZWZSJR5fHlbn91Sw0flNr51YSFpCdE+bJ0IhC+cPZ3bzy8M+4rH4N8qaddrrbO11pFa6zyt9QNa60at9Tla65la63O11idWURMjKMqyoBTsPHHCqNpOfkosqQZ3OOPtQHfUNPPwBxV8ctlkw3dLibGZk5NkaFx5qPnfc2aSEB3BL1/ZbXRTfEJWecNP3qRYLDERJ407W6vsxEWZmZlhbPhWRmIMGYnRYx53qps6+NOa/ZxXnMm5xVKLIxTNyEhgenqC0c0IGZ85Yyq5ybH84uXd9DlD/2Knx+HkofcrOH16KnMMSsAvfCs2ysy09ISTxx1PZU6DF8ijIkwUZiWOeaGiuaOXX768m1MmJ3P9EgndD0VnzkzjwpKsCZHvULZvhJj46Aimpsaz68jxHVRZVbPh+YtgfB1on1Pz/ed2kBIfxTcvKPJD64QIPpPio/jqOTN5Z189b+8N/a2tssobfpRS7sTXJy9UlOQmBUX46dxxJL7+yQu7XP9+fI4vmyRE0IqJNPOdi4rYdaSFpzdXG92ccXt5+2FqW7q47WNSYSqcFGdb2D3IztaC1DiS46IMatUxJblJ7KgZW97W372+h6aOHn5xRQmmIBhDhRiOTBiFoNnuxNceda1d1Ng7g2ZHzlg70MdLKymrsvODS4pJipU8BGLi+PRpBRSkxvHLl3fjCOESnbLKG76Ks5PYU9vSvxuhx+Fk5+GWoBp3Dta3nZSYeyRv7Kzlv7uP8rVzZ8rOSDGhXDovm1MmJ3Pn63tpH2fCeCNprfnHO1ZmZiSwfJYUyQknxTkWauyd2Dt6+u8rq2o2PBzNY25uEi1dDqpsJyfmHs6WyiYeK63k5tOnyrmSCAkyYRSCirMtVNk6ae7sBWBblWtVNZQ70PrWbn732h5On57K5Qty/Ng6IYJPVISJ71w0m/11bTyxocro5oyZrPKGr+IcC129TqwN7YArAXaPwxkUO1vBNe6MNvF1R4+Dn764i8LMRD5zpuyIExOLUoofXlpMXWs3975TbnRzxuyDg43sPtLCrWdNnRChIRPJifnzapu7qG3pCqpxB0aXP8/R5+T7z+4gMzGGb5w/y19NE8KnZMIoBHkSX+9xd6Bl1XbMJsUc9/1GG0sH+utXdtPZ28fPLi+RAV9MSBfMyWTZ1BT+7819tHT1Gt2cUZNV3vB24ol7fx4JgyukeczNG/2488c1+6mxd/KLK0uIlAILYgJaOHkSl83P4R/vHORI8+h2SQSLf7xTTlpCNJcvyDW6KcLHZmcfX+inrH/cSTaoRceblZVApFmNatx55MND7DrSwo8uK5YqsiJkyBlSCJpz4ol7lZ1ZmYlBU9lltB3oBwcbeGZLDV84ezozMiRppZiYPKu9to4e/vrWAaObM2qyyhveZmS4+vX+E/cqO2kJUUETxpVpiSE9MdrrcWdvbSsPvGvl2sV5LClI8XPrhAhe376wEKeG37+21+imjNq+o62s21fPTadNISbSbHRzhI+lJ0aTkRjdf71TVmUnIogWyKMjzBRmJXpdcKG2uYu73tjL2bPSuagky8+tE8J3ZMIoBKUnRpOWEMWuwy1orSmrsrMgSFZ5YXQdaI/DyQ+f28HklDi+vGJGAFonRPAqyU3iqlPyePC9CqpsHUY3Z1Tue1dWecNZVISJmRmJx524z89LDqrJwbnu/HkjcTo1P3huOwkxEXznotkBaJkQwStvUhy3njmVZ7bUsM29gyNU3P9uOTGRJj516hSjmyL8ZGDBhbJqO0XZiUE1OegpuOBN3tafv7QLh1Pzs8vnBNXYKcRIZMIoBCmlmJ3tSnxd0dhBS5cjaOJ5PbztQO97t5yD9e389PI5QTUACGGUb15QiMkEv3ltj9FN8dq+o628vVdWecOd58S9tauXA/VtQRMW4FGSm8SBupETX6/eXM2Giia+e1ERKfHGV9oRwmhfXD6dtIQofvHS7jFVfDJCXWsXz205zDWL8pkkn+OwVZxt4UBdG129fWwLkorQA5XkJtHc2Ut10/Ahnev21fPy9iN8ZcUMpqTGB6h1QviGTBiFqOIcC/uPtrGhwgYETzyvhzcdaGVjB39as5+L52axojAjgK0TInhlJcXw+Y9N5+VtR9h0yGZ0c7wiq7wTQ3G2hYa2btbuqUPr4Bt35uYm4dScVIZ5oKb2Hn79ym4WT5nENYvyA9g6IYJXYkwk3zivkNIKG6/vrDW6OV555IND9DqdfFYS1oe14hwLDqfm9Z21tHY7gnLcgeHz53X19vGj53cwLT2ez50tRUFE6JEJoxBVnG2hp8/JM5uriYsyMysz0egmHWekDlRrzY9f2EGESfGjS+cEsmlCBL3Pnz2NjMRofvbSbpzO4F7tlVXeicNTcOHx0koA5ucFTyg0DBh3qoc+cf/Nq3to6XLwiytLMJkkJEAIj2sX51GYmcivXtlDt6PP6OYMq6PHwb/XH+L84kwK0mS3RjjzFFzwjDunBNmEUWFWIhGm4fO2/u2tAxxq7OAXl5cQHSG7sEXokQmjEOVJ+PZRuY2S3CTMQXbiOytz+A709Z21vLW3nq+fN4uspJgAt06I4BYXFcE3LyikrMrOr1/dTWdPcJ6829p7+NFzO2WVd4LwVKz5qNzG1LR4kuOCa4Iw0+LK77e9ZvAdRhsrbPxnYxWfPXMqRVnBkTRViGARYTbx/UtmU2nr4PvP7qC5MzirdbZ1O/jZi7uwd/Ry21myWyPcTUmNJy7KzEflNhKiI5iWHlzFcaIjXIv2Q+XPK69v45515VyxIIfTZ6QFuHVC+IZMGIWoqWkJxES6fn0Lgmy2HSAmcugOtK3bwU9f3MXsbAs3n14Q+MYJEQKuXpjHqkV53PeulXP/sI5Xtx8JmtwSjj4nj3xYwYo73+a/u49y+3mzZJV3AkiKjSRvkqsqWrDtLgJXfr+SIRJf9/Y5+cFzO8hJiuF/z5lpQOuECH4fm5XO58+exjObq1l559s8uaEqaHa5aq15dourXU9sqOLm0wtYNGWS0c0SfmY2KYqyXFEUc4NwgRyGztuqteaHz+8gOtLE9y8pNqh1QoyfTBiFKLNJUeheIQ22BHAenoo1J3agd7+5j9qWLn55ZQkRZvkTFGIwJpPizmvm85/PnUpiTARffHQzn3pgPfuPthrarg0VNi77y/v86PmdlORaePV/z+IrK+UCfKLwhAcEWx4Jj7m5Seyvaz1pV96D71vZU9vKjz8+h/joCINaJ0Tw++5Fs3nhK2cyNS2ebz29jSv//gFlVXZD27TzcDPX3vshX/9PGdlJMTz35TP4ycel0tRE4QmHDtZxpyQvCXtHLzX24/O2vlB2mPcPNPKtCwpJT4w2qHVCjJ9crYewYyfuwbfSC64OtOmEDnT3kRYe/KCC65ZMZuFkWRkSYiTLpqXy0v+cyc8un8P26mYu+uO7/PLlXbR2BTZc4GhLF197YgvX3PMhLZ29/P2TC/n3Z5cxM8jypwn/CvoTd0/i69pjYWmH7Z3c/d/9nFOUwfnFmQa2TojQUJKbxFNfOI3/+8R8Dts7ueJv7/Odp7fR2NYd0HbYO3r44XM7uOzP71Fe385vr57Ls186Iyh31gv/Kc52XecsCNLrHU/+vIG7W5s7e/n5S7uZn5fEDcukIIgIbbLMFsKuX5pPUmwkucmxRjdlUAM70LxJcTidmu8/u53k2Ei+fWGhwa0TInREmE18+rQCLpmbzZ1v7OX+96w8t/Uw37mwiCtPyfVr8t4eh5MH37fypzX76XVqvrpyBl9cPoPYKEncOBFdeUoutvae/v492AwcdzyLEj99cSdOrWVHghCjoJTiylPyOHd2Jn9ee4B/vmflle1HuP38Qj65bLJfd4j3OTX/2VDF71/fQ3NnL58+rYCvnzeLpNhIv72mCF7nz8lke42dM2emG92UQRUNSHx9YUk2AHe9sRdbezcP3bIkKMPohBgNmTAKYfPykpkXpOFocHIH+p+NVWyutHPXNfODLlmqEKEgNSGaX181j+uWTObHL+zk9qfKeKy0kp9+fA4lfriAf2dfPT95cSfl9e2cOzuTH11azOTUOJ+/jggdU1Lj+dnlJUY3Y0jZSTGkxkf1V0pbs/sor+88yrcuLCQ/Rf52hRitxJhIvnfxbK5dnMdPX9zFj1/YyePucWfZtFSfv96mQ0385IWdbK9pZunUFH768Tn9CffFxJTmPvcJVjGRZmZmJvYXXCirsvOvjw5x02kFfjk3EyLQJCRN+M3ADrSxrZvfvLqHZVNTuGphrtFNEyKkzc9P5pkvns7vVs2joqGdy/7yHt9/djtN7T0+ef4qWwefe2Qjn/5nKVrDg7cs4f6bFstkkQh6/8/ence1Xd9/AH99kpBwJpzhpkChQIDSg7baQ3toq1brVc/pnDqd235zmzrn5u10p+5ym87bTVePerXe2tba2looLbRQoAehJNwQwh1Cks/vjyT04giQ5PtN8n4+HjyEFJK3Lfl8vt/35/N+f5yNrw82dmPQbMXDm6qQrQ7H95fSaUqETEeWOgL/uWUhnr1hPnpNFlzz3Le4c8N+tHSb3PL87b1DuOftClz5zC609Zrw9+vm4s3bz6JkEfEJhclKVDZ2w2rjeOD9SsSGK3DX6llCh0WIW9AOI+JRhclKfFndht99UoMBswVPXF5AJQGEuIFEwnB1cSrW5Cfgr18exn92H8dHB5txz+ocXLcwbUpboE3DVjzz1TE8u/0YpBKGey/Iwa1LM6CQUfkZ8R2FySrsPNqBJz+vhb5rEG/efhbkMlofI2S6GGO4oCAB586KwzPb7XPFl9Wt+MnKbNyyNH1Kc8Ww1YZXd9Xjb18egclixQ+Xz8T/rcii5vTEpxQmq/DWXj3++FkNDjZ24+nr5kIZTCWUxD8wsRzTPJ7i4mK+d+9eocMgU/Df3fV48IMqAMCPls/EvRfkChwRIf6ptqUXD2+qxLd1BuQnKfHYpfmYPyPapZ/lnOOzqlY8/tEh6LsGcUlREn59US4SVeLsj0bIeD6tbMEdr5UBAK6cl4Knri4SOCJC/FND5wB+89EhfHGoFZmxYXjoEg2W56hd/vldRzvw8KYqHGnrw7mz4vDwJRpkxoV7MGJCPGN/Qxcu/9cuAMCy7Fj855aFtEBOfApjrIxzXjzan1H6nnhUvqN2NyUqBD+ho7cJ8ZichAhsuO0sfHigGb/9uBpXPrMbV8xLxn0X5kIdETzmzx1t68Ojm6uw40gHcuLtz3H2TPf3pSDEWwqS7SUsqpAg/PoiWqQgxFPSYkLx/HeL8VVtGx7bfAjfe7kU52vi8eDa8fvdNRoH8duPqvHRwWakRofg+e8W47w8Nd1gE5+Vl6iEVMIglTA8dilVUxD/Qgkj4lH5SUosz4nD7edk0qlKhHgYYwyXFCVhZa4a/9x2FC/s0OLzqlb87Lxs3LQ4HUEnnWrTN2TB37ccwUs7tQiRS/HIJRrccNYMj558Q4g3JEeGYO3sRKwtTERMuELocAjxe8tz1Fg8MxYvOU7UPO8v23HHOZlnnKhpGrbihR11+Me2owCAu86fhdvPyURwEF0fEt8WHCTF9QvTMCshAhmxYUKHQ4hbUUkaIYT4KW1HPx7bXIVtte3IUofjkUvysSQrBh+UN+G3H1ejrXcI1xSn4hcX5CCWbqwJIYRMU0u3Cb/7pBoflDchOTIED16chzX5Cdha04ZHNx9Cg2EAFxYk4P61eUiJooMUCCFEDMYrSaOEESGE+Lkt1a0jF+qp0SHQGQZRlKLCo5cWYE5qpNDhEUII8TN76jrx8KYq1LT0Ii06FA2GAcyMC8Oj6wqwNDtW6PAIIYScRHQJI8bYBQD+BkAK4AXO+e/H+35KGBFCyPQ4SwG+ONSK6xel4ar5qZBM4SQ1QgghxBUWqw2v72nAO/v0uGR2Em5anE4nFhJCiAiJKmHEGJMCOAzgfAB6AKUAruOcHxrrZyhhRAghhBBCCCGEEOJe4yWMhEjzLwRwlHNexzk3A3gDwKUCxEEIIYQQQgghhBBCRiFEwigZgO6kr/WOx07BGLudMbaXMba3vb3da8ERQgghhBBCCCGEBDrRFhJzzp/jnBdzzovj4uKEDocQQgghhBBCCCEkYAiRMGoEkHrS1ymOxwghhBBCCCGEEEKICAiRMCoFkM0Yy2CMyQFcC2CTAHEQQgghhBBCCCGEkFF4/ZQ0AGCMXQTgrwCkAF7inD8xwfe3AzjuhdC8IRZAh9BBEOKD6L1DyNTQe4eQqaH3DiFTQ+8dQqZGqPfODM75qH2ABEkYBTLG2N6xjqwjhIyN3juETA29dwiZGnrvEDI19N4hZGrE+N4RbdNrQgghhBBCCCGEECIMShgRQgghhBBCCCGEkFNQwsj7nhM6AEJ8FL13CJkaeu8QMjX03iFkaui9Q8jUiO69Qz2MCCGEEEIIIYQQQsgpaIcRIYQQQgghhBBCCDkFJYwIIYQQQgghhBBCyCkoYUQIIYQQQgghhBBCTkEJI0IIIYQQQgghhBByCkoYEUIIIYQQQgghhJBTUMKIEEIIIYQQQgghhJyCEkaEEEIIIYQQQggh5BSUMCKEEEIIIYQQQgghp6CEESGEEEIIIYQQQgg5BSWMCCGEEEIIIYQQQsgpKGFECCGEEEIIIYQQQk5BCSNCCCGEEEIIIYQQcgpKGBFCCCGEEEIIIYSQU1DCiBBCCCGEEEIIIYScghJGhBBCCCGEEEIIIeQUlDAihBBCCCGEEEIIIaeghBEhhBBCCCGEEEIIOQUljAghhBBCCCGEEELIKShhRAghhBBCCCGEEEJOQQkjQgghhBBCCCGEEHIKShgRQgghhBBCCCGEkFNQwogQQgghhBBCCCGEnIISRoQQQgghhBBCCCHkFJQwIoQQQgghhBBCCCGnkAkdgCtiY2N5enq60GEQQgghhBBCCCGE+I2ysrIOznncaH/mEwmj9PR07N27V+gwCCGEEEIIIYQQQvwGY+z4WH9GJWmEEEIIIYQQQggh5BSUMCKEEEIIIYQQQgghp6CEESGEEEIIIYQQQgg5BSWMCCEBp8c0jI8PNsNm40KHQgghJAAMWazYXNEEs8UmdCiEEEKIyyhhRAgJOM9tr8OPXt+Hn75ZjiGLVehwCCGE+Lm3SnX4yYb9uOWVUvSahoUOhxBCCHEJJYwIIQFnj7YTymAZNlc04aaXStA9SBfvhBBCPOdbrQFhcil213Xi6n9/i9Yek9AhEUIIIROihBEhJKCYhq2o0HXj2oVp+Os1c1B2vAtXP7sbTcZBoUMjhBDihzjnKNUacJ4mHi/eVIzjnf244l+7cLStV+jQCCGEkHFRwogQElAqdEaYrTYsTI/GZXOT8crNC9FoHMQV/9qFmpYeocMjhBDiZ453DqCtdwgLM6KxPEeNN28/G0MWG658ZjdK6w1Ch0cIIYSMiRJGhJCAUqI1gDFgQXo0AGBJVize+sHZsHGOq57djd3HOgWOkBBCiD8p0dqTQosy7PNOYYoK7/1oMWLC5PjOC3vwaWWzkOERQgghY6KEESEkoJTUG5ATHwFVaNDIY5okJd778RLEK4Nx00sl2FTRJGCEhBBC/MkerQHRYXLMjAsfeSw1OhQbf7gYBUlK/PD1fXjlG62AERJCCCGjo4QRISRgWKw2lB3vGlnlPVlyZAg23nE25qRG4s4N+/HCjjoBIiSEEOJvSuo7sTA9GoyxUx6PDpPj9e+fhfPy4vHI5kP43cfVsNm4QFESQgghZ6KEESEkYFQ19WDAbMWCURJGABAZKsd/bl2IiwoT8PhH1Xhs8yG6eCeEEDJlzd2D0BkGx5x3QuRSPHvDfNxwVhr+/XUdfv5WOYYsVi9HSQghhIyOEkbE51htHBU6I11QkUlz9pFYmD76hTsABAdJ8Y/r5uHmJel46RstfrJhP0zD9LtGSCDjnOOA3ohBM40FZHJO7180GqmE4TeXFuAXa3LwQXkTbn65FD2mYW+FSAgRqaqmbhoLiOBkQgdAyGT9d3c9Htl8CKFyKZZlx2JlrhorctRQK4OFDo2I3B6tARmxYRP+rkgkDA9drEGSKgRPfFyN9r4hPH9j8Sl9jwghgeOTyhb86PV9kMskWDwzBqty1ViRq0ZKVKjQoRGRK9EaEK6QIS9ROe73Mcbw4xVZSFQF496NB3D1s7vxys0LkaCiaxtCAtHeegPWP7sbMgnDgvRorMpTY2WuGpkn9UIjxBsoYUR8Cuccb5TqkK0Ox8KMaGyracNnVa0AgNkpKqzIUWNVnhoFSSpIJGyCZyOBxGbjKK034IL8BJe+nzGG287JRLwqGHe/VY71z+7CK7csRHJkiIcjJYSIzZulOiQog3FRYSK21rTiwQ+qgA+qkBMfgZV5aqzKVWNuWhSkNO+Q05RoDShOd/1344p5KYiLUOCO/5bhin99g1duWYhZ8REejpIQIjZv7dUhTC7FjWenY1tNGx7/qBqPf1SNjNiwkfudBenRkMuoYIh4FuNc/P05iouL+d69e4UOg4hAZWM3Ln56J35zWQFuPGsGOOeoaenF1po2bKluxX6dEZwDcREKrMyxrwAvy45FmIJyo4GupqUHF/x1B566qghXzk+Z1M/uOtaBH/y3DKFyKV65eeGEK8WEEP/R0m3C4t9vwY9XZOHu1TkAgLr2Pse804bSegMsNo7I0CAsnxWHlXnxODc7jnYkEhj6zZj3my9w7wU5+NHyrEn9bFVTN773cimGhq14/rvFWJQZ46EoCSFiM2C2YMHjX2Lt7ET8cX0RAEDfNYBtNW3YUtOGXcc6YbbYEK6Qnai2yFUjNlwhcOTEVzHGyjjnxaP9mcfvohljUgB7ATRyzi9mjGUAeANADIAyADdyzs2ejoP4h41lesilEqybnQTAvgskL1GJvEQlfrwiC519Q9h+uB1batrwcWUz3tyrg1wqwaLMaKzKVWNlbjzSYqiEIBCVOvsXjdNHYiyLZ8bi7TvOxvdeKsXVz+7Gv2+cj8VZse4OkRAiQu/u18PGgSvnnUg0Z8aFIzMuHN9floke0zB2HO7AlppWfFXbjvfLmyCVMMyfEYVVufZV4Jlx4WeckEX8X2n9xH3zxpKfpMK7P1yM771cghtfLMFfrpmDtbMT3R0iIUSEPjnYgn6zFevnp448lhIVihvPTseNZ6djwGzBN0c7sbWmFVtr2vBJZQsYA4pSIrEy1166lp+kpHmHuIXHdxgxxu4CUAxA6UgYvQXgXc75G4yxZwFUcM6fGe85aIcRAQCzxYZFv/0Si7Ni8c/r5034/cNWG/bWd2FrTSu21LShrr0fAJClDnckj9SYPyMKMilt5QwE//e/fSg73oVd962c8gTaZBzE914ugbajH09eVYRL5yS7OUpCiJhwzrHqz9sREybH23csnvD7rTaOcp1xZBW4urkHAJAWHTpyEb8oMxoKmdTToRMR+M2Hh/Dat8dx4JHVU/43Nw6Y8f1X96KsoQsPrNXg1qUZbo6SECI21z33LRqNg9j+i+UTXrNyzlHV1IOtNW3YWtOGCr292iJBGYwVjnlnSVYMQuVUbUHGNt4OI48mjBhjKQBeBfAEgLsAXAKgHUAC59zCGDsbwCOc8zXjPQ8ljAgAfFrZgjteK8PLNy/Aihz1pH++vqN/ZDDdo+3EsJVDGSzDuTnqkQamqhAqIfBHnHMs+u0WnD0zBn+7du60nqt7cBi3/2cv9mgN+NWFubj9nExawSHET+1r6MIV/9qFP1xZiGsWpE3655uMg9hW24at1W3YebQDQxYbQuVSLM2Kxao8Nc7Li0cMlRD4rUue3okwhRRv3H72tJ7HNGzFz94ox6dVLbhtWQZ+dWEe9WkkxE/pDANY9sdtuOv8WbhzVfakf769dwhf1drvd3Yc6UDfkGXkwIaVuWqcr4lHoor6cZJTCVmS9lcA9wJwduuLAWDknFscX+sB0BI9ccnGMj3ilQqckx03pZ9Pjw3DLUszcMvSDPQNWbDzSDu2VLdhW20bNlc0YU5qJN7/8RI3R03E4HjnANp6h6ZUjnY6VUgQ/nPrQtz9VgV+90kNmrtNePBiDTW7JcQPbSzTIyRIirWOMujJSooMwXcWzcB3Fs3AoNmK3XUd9nmnpg2fH2pFkuoIvpnGrkciXr2mYVQ1deP/Vk7+hu90wUFS/PM78/CbDw/h+R1atPQM4cmrZtNONUL80Lv7GsEYJt1v0ykuQoGrilNxVXEqzBYbSusN2FLdhq01rXjogyr8/pMa7HvwfAQH0fhBXOOxhBFj7GIAbZzzMsbY8in8/O0AbgeAtLTJr+oR/9LeO4RttW24bVmmW27MwxUyXFCQiAsKEmGzcTzm2DY+ZLHSBZgfKplGH4nRKGRS/P3auUhUBdsv3rtN+Ou1c2jyJcSPmIat2FzRhAsLEhDuhoMTQuRSrMyNx8rceHDO8a+vjuFPn9WitWeIjk73Q2XHu2DjwCI3LFQAgFTC8PAlGiSqgvG7T2rQ3mvCv28spp3RhPgRm41j4z4dFs+MccupvHKZBEuyYrEkKxYPXaLB23t1+MXGA6ht6UVRauT0AyYBwZPNW5YAWMcYq4e9yfVKAH8DEMkYc155pQBoHO2HOefPcc6LOefFcXFT21FC/McH5Y2w2jjWz3f/hjSJhGFhRjQsNo4jrX1uf34ivBKtAdFhcmSpw932nBIJw/1rNXjwYg0+O9SCG17YA+MA9e8nxF98fqgVvSYL1k9xlXc8jLGRREJVU7fbn58Ir7TeAJmEYW5apNuekzGGH5w7E3+7dg7Kjnfh6md3o8k46LbnJ4QIq7TeAJ1h0CPzDgCc5ThtsaqpxyPPT/yTxxJGnPNfcc5TOOfpAK4FsJVz/h0A2wCsd3zbTQA+8FQMxD9wzvH2Xj3mpEYiSx0x8Q9MgcZxTPohGkD9UonWgAXpUR4p+7h1aQb+cd08HNB345p/fwtDPyWNCPEHb+/VITkyZOQC291yad7xayVaAwqSVR5pNHvpnGS8cvNCNBkHcdWzu6HvGnD7axBCvO/tMj3CFTKsyU/wyPOnRIUgQiHDoWZaqCCuE+J4qF8CuIsxdhT2nkYvChAD8SFVTT2obe31WLYdsJ9gEyaX4lAzXbj7m+buQTQYBrAwwzM3fQCwdnYiXr55Aeo7+3Hji3vQPTjssdcihHhec/cgdh7twJXzkj3WXDhcIUN6TCjNO37INGxFha7bbeVoo1mSFYsNt5+FXtMwrn9+D1q6TR57LUKI5/UPWfDxwWasLUz02IlmjDHkJSlpoYJMilcSRpzzrzjnFzs+r+OcL+ScZ3HOr+KcD3kjBuK7NpbpIZdJcMkUm466QiJhyEukAdQflWjt/Ys8eeEO2C/e/33jfBxu7cX3Xi5B35Bl4h8ihIjSu/sawfnUm466SpOkpISRHyrXGWG22txy0MJ4CpJVePWWhTD0m3H9C9+ivZcuqQnxVZ9UtmDAbMX6Yg/PO4lK1LT0wmrz3EnpxL8IscOIEJcNWax4v7wRqzXxUIV6trGj88LdRgOoXymtNyBcIUOeo/zDk5bnqPGP6+3labe8XIoBMyWNCPE1nHO8U6bHwvRozIgJ8+hraRKVON45gF4T7Ur0JyVaAxgDimd4NmEEAHPTovDyzQvQbDThxhf3oIvKognxSRvLdEiPCUXxjCiPvo4mSYkBsxXHO/s9+jrEf1DCiIjatpo2GAeGPVqO5qRJVKJvyAJ9FzWQ9CclWgPmz4jy2rH3a/IT8Ndr5mDvcQNu/08ZTMNWr7wuIcQ99jUYUdfR7/FVXsB+4Q4ANS29Hn8t4j0lWgNyE5QeX+hyWpAejRduKkZdRz9ufInKognxNTrDAL6tM2D9/BSP9Ns82UjfVtrdSlxECSMiam/v1SNeqcCybM+flOe8cKdGcP7D0G/G4dY+j5cFnO6SoiT8cX0Rdh7twI9e3wezxebV1yeETN3GMj1CgqS4qDDR46+lSVQBoMbX/mTYasO+hi4sTPfsLoHTOcuia1uoLJoQX/POPj0YAy6f5/mFiuz4cMgkjOYd4jJKGJFT3PVWOR54/6DQYQAA2npN+OpwO66Yl+KV3SGz4iMgpQHUr5TWe6d/0WjWz0/Bby8vxNaaNty5YT8sVv9MGj27/Riue+5bSoqRKfvdx9X44Wtl4Fz4cmDTsBUfVjThwsIEhCs803T0ZPFKBaLD5DTv+JGqph4MmK0ePWhhLCty1HjacWrnLa+UYtDsnztcN5bpccnTO6mUk0zZ81/X4ep/7xbFtZnNxvHOPj2WzIxFcmSIx19PIZMiSx1OO4yIyyhhREYc7+zHu/sa8dq3DahqEn6XzQf7m2C1cVzphWw7AAQHSTEzLowGUD9SojVAIZOgMEUlyOtfvygND1+iwadVLbjrrQq/bDD4/v5G7K7rxNNbjwgdCvFB3QPDeGVXPT6pbMHXRzqEDgefVbWgd8jilTJowH5ijSaRGl/7kxJtJwBgQYZ3dxg5XVCQgL9cMwd76w247T97/bIsenNFEw42duPxD6uFDoX4ILPFhn9/fQwlWgPe3d8odDjYozVAZxj02rwDOPq20kIFcREljMiIN0p1kDAgQiHDnz8/LGgsnHNsLNNjblokstThXntdDZ2U5ldK6w2YkxoJhUwqWAw3L8nALy/IxaaKJtz3zgG/aqpuHDCjtrUXymAZ/vXVMVTojEKHRHzMe/v1GLLYEBkahKc+rxV8l9HGMj2SI0Nwlhd3h2iSlKht7cWwCFa6yfSVaA3IjA2DOiJYsBjW+XFZtMVqQ9nxLiiDZXhzrw7batqEDon4mC+rW9HRZ0ZkaBD+9uURDFmETapuLNMjXCHDmvwEr72mJlGJtt4hOlmRuIQSRgSAPdv+9l4dVubG447lM7Glpg37GroEi6eysQe1rb1ezbYD9gv3pm6TKE8Z0RkGcOk/v0FzNzXldkXfkAWVjd2ClKOd7ofLZ+Knq7LxdpkeD22qFPym2F321neBc+Cpq+cgLlyBu9+u8MvVbOIZnHNsKNGhKEWFX1+UhwP6bnxW1SpYPE3GQew82oEr56dA4qUm+YD9wt1ssaGuXXwn1hgHzLj8X9+gpoUWUlxhs3GU1nd5vW/eaNbPT8ETlxdga00bfvqG/5RFVzf3om/IgocuyUduQgR++c4BGAfEd81GxGtDSQOSVMH4y9Vz0GgcxJulOsFi6R+y4JPKZlw8OxEhcu8tbjr7tlaLcHfrkMWK6577FruPdQodCnGghBEBAGxxZNuvX5SK7y1OR2y4HE9+VitYPBvLdJDLJLh4dpJXX9fZgFSMA+i22jZU6IzYIYKyDV9QdrwLNg5B+kiM5mfnZeMH52bitW8b8PhH1X6RNCqpN0AulWBZdiz+sH42jrb14S9fCLs7kfiOfQ1G1Lb24rqFabhibjIy48Lw5y9qBSvdfG9/IzgH1nupDNpJzAcufFtnwP4GI748JFwiz5ccbutF9+AwFqQLnzACgO8smoGHLtbgk8oW3P22f5RF73GU/C3NisWTVxXB0G/GI5uqBI6K+IqGzgHsONKBaxakYXlOHBamR+PprUcF6/f18cFmDJit3l8gF/FJaVVNPdhd14lPKpuFDoU4UMKIAAA2lOqQqArGubPUCFPI8MPlWdh1rBO7jno/OTFkseKDiiasyU+AKsQ7R9I65SVGABDnAFruKPepbBTfTYUYlWg7IZMwzJsRKXQoAOy9Su67IBffW5yOF3dq8eTnwiVk3WWP1l7yFxwkxbmz4nDdwjQ8t6MOZccNQodGfMAbJQ0Ik0txSVESZFIJfn7eLBxu7cPmiiavx+Isg16UEY20mFCvvnZmbBjkMokoy6Er9EYAwEGad1xSorWPfWLYYeR0y9IM3HtBDj4o94+y6BKtATNiQpGgCkZBsgr/tzIL75c34dPKFqFDIz7gzb0NkDDg6gX24+vvWZOD9t4h/Gd3vSDxbCzTIyM2DPNneLfnWWSoHMmRIeKcdxz3OzTviAcljAh0hgHsONKOq4tTR04j+86iNCSqgvEnAXpKbKlug3Fg2OvZdgCICVcgQRlMA6gfKNEaUJCsQqjc8ycduYoxhocv0eC6hWn457ZjeHqL7zaK7h+yoKqx+5TGrvevzUNyZAjufqsCA2Y60pmMrcc0jM0HmrBuTjLCHKeRrS1MRF6iEn/58rDX+/nsa+iCtqNfkHlHJpUgNyFClAsVFSMLFeKLTYz2aA1IUgUjJcrzJx1Nxo+WZ+FOPyiL5pyjtN5wyg6uH6/IQkGyEve/dxCdfdSPhYxt2GrDW3v1WJGjRqLK/h5dmBGNc2fF4Zntx7x+6l5D5wD2aA1YP9+evPK2PJEeuOCcd6qbe/ymlNbXUcKI4M1SHRiAqxekjjwWHCTFT1ZmY3+DEVu93FBwY5keCcpgLM2K9errOuUnKVElsoRRj2kYx9r7oZBJaAB1gWnYigpdt6hWeZ0YY3jisgJcMS8ZT31xGM99fUzokKZkf4MRFhs/peQvXCHDH9fPRn3nAP74qe/voCKe88H+RpiGbbh+YdrIYxIJwz2rZ+F45wDe3qv3ajwby/QIlUtxUWGiV1/XyTnviOlG3mbjOKDvhkImQaNxEAYR9vYTE845SrQGLMyIFuTmbyI/Py8bPzjHXhb9hI+WRR9t60PXwPApc3uQVIKnrpqDXpMFD37gu8kw4nlbqtvQ3juE606adwDgntU5MA4M44UdWq/G884+PRgDLp+b7NXXdcpPUqKuvU+wcryxVDjmHdOwDUfb+4QOh4ASRgHPnm3XYXmOGsmRp66IXVWcghkxoXjy88Ne28Lc1mPC9sPtuGJe8shuJ2/TJClxtL1PVM17D+rtu4ounp1EA6gLKnRGmK02LBRJH4nTSSQMf7xyNtbOTsRvP67Bq7vqhQ5p0kq0nZAwnLGNevHMWHxvcTpe2VWPXceo3xY5E+ccr+9pQEGyEoUpqlP+bGWuGnPTIvH01iNeG4MHzVZsrmjGhQWJI7udvE2TqIRxYBjN3SZBXn80dR196BuyjPQSpN2t46vvHEB775Bo+uadjjGG+y60l0W/sFOLpwQ+DXcq9jhK/k4/zCInIQI/Oz8bHx9sweYD1PeEjG5DSQMSlMFYnhN3yuOFKSpckJ+AF3dqvXbojc1mL4NemhWLpEhhdiRqkpSwcYjqUAPjgBnajv4T846e5h0xcClhxBibwRg7z/F5CGMswrNhEW/ZWtOGtlGy7YB91ebn581CdXMPPjronQn4/fJGWG0cVwpQFuCkSVTCauM40iqepIyzf9H1i+z/TjSAjq9EawBjEE3j0dHIpBL89Zo5OF8Tj4c3VeGNkgahQ5qUPY6Sv/BRbrDvvSAH6TGhuHfjAfQNUWkaOVWFvhs1Lb2jzjuMMfxidQ6au014fY933hOfVbWgb8giSDma00jjaxHtbi3X2ecZ57xD/fPGVzrSv8i7vUgm40RZdCr+se2oz5VFl2gNiFcqkBZ9Zp+x25dlYk5qJB76oBJtveJJvBJx0BkG8PWRdly9IBUy6Zm3v3etnoV+swXPbvfOru9vtZ1oNA4KO++IsPH1Acf9zWVzkxAql9K8IxITJowYY7cB2Ajg346HUgC878GYiBe9UdKAeKUCK07LtjtdUpSEWfHh+MsXhz1eBuVsOjovLRIz48I9+lrjEeOJNRU6IzJjwzAnNZIGUBeU1BuQEx8BVah3m6ZPVpBUgn9cPxfnzorDr947iPf2e7cMZ6qGLFbs1xnH3MEVKpfhyauK0GgcxBMfVXs5OiJ2b5Q0IFQuxbqi0U/BXJwVi8UzY/CvbUfR74WE48YyPVKiQs7YteBNOQlKMCauC/cKnRHhChnmpkZiRkwoLVRMYI/WgOgwuaDXL66wl0UX4oq59rLo57+uEzokl5wo+YsZteRPJpXgqauLMGi24tfvHqTSNHKKt/fqAADXnNR+42Sz4iNw2ZxkvLq7Hm09nk84bizTI0Ihw2pNgsdfaywpUSGICJaJaqGiQmcEY0BRaiTyk5S0s1UkXNlh9GMASwD0AADn/AgAtSeDIt7RaBzEV4ftza5Hy7YDgFTCcNf5Oajr6Me7+xs9Gs/Bxm4cbu3D+vmjD+bekhoVinCFyAZQvRFFqZGQShgNoBOwWG0oO94l6M3fZChkUvz7xvk4OzMGd79VgY98YDv9QX03zBYbFozzd1ycHo3blmViQ0kDth9u92J0RMx6TcPYVNGES2YnISJ47ITuPWty0NlvxiseLtdsNA7im2MduHJeCiQClUED9v5f6TFhopt3ZqeoIJEwFCSraN6ZQEl9Jxami7N/0ekkEoY/rp+NtYWJeOLjasFOiJoMfdcgWnpMWJg+9g6umXHh+MWaHHxZ3YZ39nn2mpX4DovVhjf36nDurLgz2m+c7GfnZcNi5fjHtqMejadvyIJPDrbg4qJEhMilHn2t8TDGoBFZ4+sKvREz48KhDA5CQbIKh6hvqyi4kjAa4pyPFHQyxmQAKG3vB94stWfbry4eP0GzJj8es1NU+NuXRzBk8VxPibf36qGQSbB2tjBNR50kEoa8RPGcWNPSbUJrzxCKHL0+nAOo1cePxvWUqqYeDJit4yYzxCY4SIoXbirGvLQo/PSN/fjiUKvQIY3L2UdiopK/u86fhSx1OH658QC6B717+ggRp00VTRgwW3HdojPL0U42Ly0Kq3LV+Pf2Yx793Xlvnx6cQ9CyACcxXbibhq2obu5BUWokAKAwWYVG46DX+nv4mibjIHSGQVEetDAWmVSCv147B+flxeOhD6rwZqm4y6L3jJT8jd8j6pYlGViYHo1HN1ehuXvQG6ERkdtW247WntHbb5xsRkwYripOxYaSBugMAx6L5+ODzRgctgq+QA7YqypqmntFcU/BOUe5rhtFKZEA7POOadiGuo5+YQMjLiWMtjPGfg0ghDF2PoC3AWz2bFjE0yxWG94q1eGc7DikjlILfjLGGO5enYNG4+BIksndTMNWbKpowpr8BKhChC8j0iQqUd3c67Vm3+Mp13UBwCkX7qZhG45R4+tRlTgvKkXcv2g0oXIZXr55AfKTlPjx6/tEvSunRGvArPhwRIfJx/2+4CApnrqqCO19Q3hs8yEvRUfEbENJA/ISlSMJ8PHctXoWekwWj5XMOMugz8qMnnAe9AZNkhINhgH0ePlo59Ecau7BsJWfcuEOAJVNtMtoNKX1zmSGb807QVIJ/vkde1n0fe8exPse3kk+HSXaTkSGBiFbPX7Jn0TC8KerZsNi5bh34wEqTSPYUNIAdYQCK3MnLpC5c1UWGGP4uwf7e20s0yMzNgzz0iI99hqu0iQqMThsRX2n8EmZpm4TOvqGMCfVPt845x0qhxaeKwmj+wC0AzgI4AcAPgbwgCeDIp63/XA7WnpME2bbnc7JjsXC9Gg8vfWoR45f3FLdhu7BYVGs8gL2C/e+IQt0XZ5bYXBVua4bQVKGPEdzOhpAx7dHa0BGbBjUymChQ5m0iOAg/OeWRchSh+P2/+zF7mOdQod0BmfJn6s3RkWpkfjhuTPxzj696HdOEc86qO9GZWMPrl+Y6lLZTn6SCmtnJ+Klb7To6Btyezxlx7tQ3zkgilVe4EQD0prmXoEjsfeRAIA5joWKgiTHvENlaaMq0RoQoZCNzNO+xFkWfVZGDO5+uwIfe+mQk8kq0RqwID3apdLRGTFh+PVFudhxpAMbSjyz0El8Q5NxEF/VtuHq4lQEjdF+42SJqhDcsGgG3tmn98jC7PHOfpRoDbhyfoooylfFdOBCeYMRwIkF8sy4cITKpTTviMCE7xzOuY1z/jzn/CrO+XrH55Su93EbShoQG67AqjzX2lExxnDPmhy09w55pNZ9Y5kOiapgLMmKdftzT4Um0X5xLIYBtEJnRF6iEsFB9jpnGkDHZrNxlNYbfG530clUoUH4760LkRYdiltfLRVdg/Pq5l70DVkmdXT0nauykZsQgV+9e5BKWgLYhtIGBAdJcOncZJd/5q7zZ8E0bMUzX7n/5JqNZXqEyqW4sEC4pqMnO3HhLvx7vkJnRLxSgQSVPfGuCg1CWnSo6MYjsSjRGjA/PQpSAftgTYezLHpuaiTu3LAfO490CB3SKdp6TKjvHJhUb8LvLJqBJVkxeOKjQx4tLyLi9tZeHWx87GbXo/nRipkIDpLiL18cdns87+xrBGPAFfNcnwc9KVsdgSApE0U5dIXeCLlUgtwE+1woldh7LNG8IzxXTknTMsbqTv/wRnDEM5q7B7G1pg1XF6e4lG13WpgRjXNmxeGZ7cfQ68Yt8209Jmw/3I4r5iWL5mIrOz4cUonwA6jVxnGw8UQ9L0AD6HgOt/Wie3DY58oCThcTrsDrty2CVMJE14y0pH7yJX9ymf30GuOAGQ9tqvJUaETE+ocs+GB/Iy6enQTlOM2uTzczLhxXzkvBf7897tZ+JANmCz480IyLChMRppC57XmnQx2hQEyYXPB5BwAq9KfOO4B9dystVJyps28IR9r6fH7eCVPI8NLNCxCvDMbzO8R1me+cdybqm3cye2PvIjDG8IuNFaJoMUC8y2rjeLNUh2XZsZMqO44NV+CWJRn48EAzqtyYwLfZON4p02NpViwSVWM33/YmuUyCLHWEKBbIy3VGaJKUkMtO3JsWJKtQ1UR9W4XmSragGMACx8cyAH8H8JongyKe9VapHjYOXLvAtXK0k92zehaMA8N4cafWbfG8t78RNg5cOU8c5WiAfbUtKy5c8AG0rr0PfUOWkbIAJxpAR1eq9c0+EqNRRwTj3Flx2FrTLqoL3RJtJ9KiQ0d2HrgqP0mFn67KxuaKJtGWPBDP2VzRhH6z1eUy6JPduSobnHP8fYv7Tq75rKoFfUMW0ZRBA44Ta5KEb3xtHDBD29GPOaf11yhIVkFnGIRxgHYJnqy03t5n0FdO5hyPMjgIa/ITsLuuEwNmi9DhjCjRGhAqlyI/aXIlf8mRIXjoYg2+rTOIbvGFeN72w21o7jbh+inMO7edkwllsAx//tx9u4y+retEo3FQVPMOII4DFyxWGw7qu8+43ylMVmFw2Io66tsqKFdK0jpP+mjknP8VwFrPh0Y8wZ5tb8Cy7FikxUy+yefslEisyY/HCzu0bikt4Zzj7TI95s+IQmbc+I0MvU0MF+7ljj4SRTSAumSP1oBEVTBSosSxcjNdK3PV6OgbEk2jWc45SrSGKSfkfrh8JmanqPDA+5Ue6UlDxGtDSQNy4iOm1OQzNToU1y1Mw9t7dTjupsacG8v0SI0OEV35qiZRicMtfRgW8BjhA47+eHNG2WEEAJWNwq9Ei0mJ1gCFTILC5EihQ3GLlblqmC02fHNUPD30SrQGzJ8RBdkkdsU7XVWcghU5cfj9pzV0zRRg/rdHh9hwBc7TxE/6Z1UhQfjBuTOxpaYN+xq63BLPxjI9IhQyrMkXRxm0kyZJifbeIbT1mgSL4Wh7HwaHrWcmjFKof54YuFKSNu+kj2LG2B0AJty/zRgLZoyVMMYqGGNVjLFHHY9nMMb2MMaOMsbeZIyNf8wOcauvj7Sjqdv1ZtejuXt1DvrNFjz79fR7SlTou3G0rU902XbAfuHe3G2CQcCeKxV6IyIUMmTGhp3yeEEyDaCnOzmZIYZGgu5w7qw4MAZsrWkTOhQAwNG2PnQNTL3kTyaV4KmritA3ZMH97x2k02sCRFVTNyr03bjOxWbXo/m/FVmQSRn++uX0T67Rdw1g17FOXDkvxaUGut6kSVLCbBX2FMwKnRGMAQWnnWTn3N1B886pSuo7MS8t6pQyCl+2MCMaYXKpaOYd44AZNS29U97BxRjD76+cDYVMinverqCd2QGipduEbbVtuGqS7TdO9r3F6YgNl+PJz2qnHU+vaRgfVzbj4qKkkZ6kYuE8cKFawAMXKsZYIM+MDUNwkITmHYG58g566qSP3wGYD+BqF35uCMBKznkRgDkALmCMnQXgDwD+wjnPAtAF4NYpxE2maMOeBsSEyXFe3uSz7U6z4iNw2ZxkvLqrHm0908tGbyzTQSGTYO3sxGk9jyc4G5BWC7jLqELXjdmpqjNuambG0QB6uuOdA2jrHfKLcjSnmHAF5qZGYptILtz3OEr+plN6kR0fgbvPn4XPqlrxQXmTu0IjIvZGiX2cv3zu1BcG1Mpg3HR2Ot4vb8Th1uld1L63rxFcZGXQTs4LdyHLoSv0RsyMCz+j11RUmBwpUSHUP+8kvaZhHGrqwQI/mnfkMgmWZcdhW02bKJL6zpK/yRy0cLp4ZTAeXZePfQ1GvCCy/kzEM97eq4PVxnHtJJpdny5MIcMPl2dh17FO7Do6vUbwnxxsgWnYhquKad4ZTbmuG8pgGdJPq36RSSXUt1UEXClJW3HSx/mc89s45xOmWrmdc4ksyPHBAawEsNHx+KsALpta6GSyWntM2FLThvXFKdNeCfvZedmwWDn+sW3qPSVMw1ZsKm/CBQUJk2qC6i1CD6CmYSuqm3vOaDwK0AA6mhI3JDPEaGWuGhX6bkG3CjuV1hugjlAgbRLNI0fz/WWZmD8jCg99UInWaSadibgNmC14f38j1hYmQhU6vXH+jnNnIkw+vZ4SnHNs3KfH2Zkxk2qC6i0ZsWFQyCSCzTucc5Trzmx47USNr09VdrwLNu6f805Lj0nwsnzAPu/IZRLMPm3H22RdOicJa/Lj8dQXh3FkmklnIm5WG8cbpTosyYrBjJiwiX9gHN9ZlIZEVTD+9HnttBKoG8v0yIwLw9zTdtCIgSo0CMmRIYK+3yt0RhSlRo66C7mQ+rYKbsysAWPsrvE+XHlyxpiUMVYOoA3AFwCOATByzp2d9PQARj1XkDF2O2NsL2Nsb3t7+6T+p8joTmTbp16O5jQjJgxXFadiQ0nDlI8r/bK6FT0mcTUdPVlUmBxJqmC3npAwGYeae2Cx8TO2Zzo5B1AxNUQWUkm9AdFhcswUWS+s6VqRqwYAfFUr7DjIOceeOveU/EklDE9eVQSz1Yb73jkgilVs4hkfHmhG75AF1y2a/rwTFSbHrUsz8GlVCw7qpzYu7z3eheOdA6Kdd2RSCXITlagSKGHU1G1CR98Q5qSOfnNekKxCg2EA3QPuOynVl5VoDZBJGOZOoTeXmC3PjQMAUexu3aM1YE5K5LTLeBhjeOLyQoQrZLj77QpYBOwTRjxrx5F2NBoHp9V+wyk4SIqfrMzG/gbjlMs06zv6UVJvwPr5KaJtmZCfpBTsfmfQbEVta+8Z/YucCpJVGDBboe1wTw9DMnnjbTOJmOBjQpxzK+d8DoAUAAsB5LoaGOf8Oc55Mee8OC4uztUfI2OwObLti2fGICN2etl2pztXZYExhr9vmVpPiY1leiSqgrF4Zqxb4vEEIRtfO+t5JxpA62gABWC/cF+QHiXayXiqNIlKJCiDBb9w13cNoqXH5LaV9IzYMPzyglxsq23H23v1bnlOIj4bShqQpQ5H8Ywotzzf95dlIDI0CE9+PrWeEm/v1SFMLsWFheJqOnoy54k1QiRSx+oj4eRsfC3UjYXYlGgNKExRIVQ+YWtPn6KOCEZhskrwPkb9QxZUNna7rdQ8NlyBxy8rwAF9N575avp9OIk4bSixt99YrXHPOH9VcQpmxITiyc8PT2mR9p19ekgYcMU0yrI9TZOkhLajX5DTEauaumG18bF3tqY4D1ygeUcoYyaMOOePjvcxmRfhnBsBbANwNoBIxphzZk0B0DjV4Inrdh7tgL7LPdl2p0RVCG5YNAPv7NNPukFna48JXx9uxxXzkiEVWdPRk2kSlTjW3g/TsNXrr12hMyJBGYx45ejHl9MAekJz9yAaDAPT6nEgVowxrMhVY8eRDpgtwq2IOvsXufPv+Kaz03FWZjQe+/AQGo2DbnteIg41LT3Y32DEdQvT3JbIjQgOwh3nzsT2w+0jZaiuGjBb8NGBZlxUmCjqG3xNkhLdg8No6vZ+uWaFzgi5VILchNGPLy+kAxdGmIatqNAb/apv3slW5qqxX2cU9OCPfQ1dsNq4W/+OLypMxCVFSfj71iOC9mwhntHWY8KW6jasnz/99htOQVIJfnZeNqqbe/BxZfOkftZm43inTI+l2XFIUI1+PS8GmkQlOAdqWrxfruk8EXr2GDtbs+LCqW+rwFw5JS2YMfZjxti/GGMvOT9c+Lk4xlik4/MQAOcDqIY9cbTe8W03AfhgytETl20oaUBUaBBW50+92fVofrRiJoKDpPjLF5PrKfHuvkbYOLB+/tSb0XmDJkkJq41Pu8nqVJTrjCgaY/AEaAA9mb/2L3JamatG35AFpfWTu0F2pxJtJyJDg5Ctdl/Jn0TC8Kf1ReCc45cbqTTN37xRooNcKsEVc0etPJ+ym85OR1yEAk9+NrmeEp9WtqDfbBVtOZqTkP3z9uuM0CQpx7zRigqTIzkyhOYd2OfoYSvHwnT/nXc4B76qFW6XUYnWAKmEYZ6bdig6PbYuH5Ghctz1VrmgCzHE/d4u08Ni47hmGs2uR7OuKBmz4sPx588PT6qccXddJ5q6TeKfd5KEm3cq9N1IjgyBOmL0hJpMKkFeopLmHQG5knr9L4AEAGsAbId9V5Ard8+JALYxxg4AKAXwBef8QwC/BHAXY+wogBgAL04lcOK6tl4TvjjUivXzU6CQufcox9hwBW5eko4PDzS7PMhwzrGxTIfiGVFuK4/zFE2iPWHj7QHUOGBGfefAmGUBAA2gJyvRGhCukCEvcfRVcV+3JCsGcplE0PKA0vouFM+Idvsx5KnRofj12jzsPNqB1/Y0uPW5iXAGzVa8u0+PCwsTEBUmd+tzh8il+MnKLJTUG/D1EddPrtlYpkdadKjod4TkJkSAMe/POxarDQf13WOWQTsVJqtoZyvs8w5jQPEMcf8+TVVhsgqx4QpB550SrQEFSUqEK9y7IzAqTI7fXV6ImpZePL11am0ViPjY22804KzMaGS6uZ+lVMJw1/k5qOvox7v7XS+O2VimR0SwDKs17l2wd7fkyBAog2WCtOGomGCBHLCPR4eob6tgXEkYZXHOHwTQzzl/FcBaAIsm+iHO+QHO+VzO+WzOeQHn/DHH43Wc84Wc8yzO+VWc86Hp/S+QiWx0ZNuvdWM52sluXzYTEcEy/PkL13pKlOuMONbeL/psOwCkRIUgQuH9AbTC0dB1zhj1vE40gNqV1hswf0aUqMsbpyNULsNZmTGC9TFq6zFB29HvsR1c1y9Mw7LsWPzu42o0dE6tiT4Rl48PNqPHZHFrGfTJrl2QhuTIEDzl4sk1+q4B7DrWKeqmo05hChkyYsJwqNm7SZmj7X0YHLZOfOGeokJ95wB6TIHd+LpEa0BugnLap/+JlUTCsDwnDl8fbhekQfSQxYr9OiMWeGgH13maeFw5LwX/+urYSO8u4tu+OdYBncG97TdOtiY/HrNTVPjbl0cwZJm4VUWvaRifVDZjXVHStJu2expjzN631csLFYZ+MxoMA2P2L3IqSFahb8gCbSf1bRWCKwkj5xWBkTFWAEAFQO25kIg72Wwcb5TosCgj2mOnR6lCg/CDczLxZXUb9jV0Tfj9G8v0CA6S4KLZiR6Jx50kEoa8RO8PoBU6IxgDCiY4RrYgiQZQQ78Zh1v7RL9rYLpW5sShrqMf9QI0OS+pd/Yv8szfMWMMf7hyNqSM4Z6NFQGfAPUHG0oakBkb5rEko1wmwU/Py8YBfTc+q2qd8Pvf3WdfEb5innvL4zwlT4ADF0YaXk9w4Z7vKF0I5F1Gw1Ybyo53+W0ZtNOqXDV6TBaUHZ/42s7dDui7YbbYPDq3P3SJBnHhCtz9doUgvSqJeznbb6zJ98yhBowx3L06B43GQbxZqpvw+z8+2AzTsM0nFsgBe1VFTYt3j6+f6KAFp4Ik6tsqJFcSRs8xxqIAPAhgE4BDAP7g0aiI2+yu60SDYcBj2Xanm5dkICZMjqcmOLnGNGzFpoomXJCfAGWwb6zKaZKUqG727i6eCp0RM+PCJ/w7KkimAdTZ18ffL9xX5tq3MwtRHlCiNSBULh25UfSEpMgQPHSJBiVaA17eVe+x1yGed6S1F3uPd+Hahake3c1zxdxkZMaF4c9f1I57gWsvg9Zj8cwYpESFeiwed9IkKqEzDKJ70Hu7eMp13VAGy5AeM36peCHNO6hs7MbgsNXvFyqWZsciSMqwVYA+Rs7ehJ7aYQQAqpAg/GH9bBxt65t0L04iLu29Q/i8qhVXzEvx6G6ec7JjsTA9Gk9vPYpB8/hJxo1lesyMC5uwzFcsNElKmIZtXj2+vlxnhISdmFfGkh0fDrlMgoP6wJ13hDRmwogxdogx9gCAbZzzLs75ds55JudczTn/txdjJNPwv5IGqEKCcEGBZ48QDlPI8MPlM/HN0U7sOjZ2T4kvDrWi12QRfbPrk2kSleg3W9Fg8E6pDOccFXqjSxMMDaD2i0qFTDJyapy/SosJRZY6XLCE0fwZUZBJ3XPiyFjWz0/Bqlw1/vhpzaRPXiTisaFEhyApw5XzPLuqKpNK8PPzZuFwax82VzSN+X0lWgMaDAM+s8oLnGhAWuPFXUb2PhKRE/YpiwlXIEkVjIONgXvClHOhwpPJDDGICA7CgvRobK32/ryzR2tATnyE23ugne7cWXG4bmEanttRh7Ljwh0sQabnnX329hvXLfTs/QVjDPesyUF77xD+s7t+zO/TdvSjtL4L6+d7duHEnUYOXPDmvKM3YlZ8BMIm6FMWRH1bBTXe1f91AMIAfM4YK2GM/ZwxJv4aIjKio28In1e14EoPZ9udbjhrBhKUweOeXPN2mR5JqmCcPdN3jj8fOTnASwNoo3EQHX3mCbdnAicG0MqmwB1AS7QGzE2LdHtDdzFamavGHm0n+oYsXntN44AZta29XjkJiDGG311RiBC5FHe/VSFI3wwyPaZhK97Zp8ea/ATEhCs8/nprCxORl6jEX748jOExfl82lukRJpd6fOHEnfK9fOE+aLaitrXX5ZXwgmQVqgL4wr1Ea0BmbBjiIjz/Oy60lblqHGnrg85Li2aAvQH7vuNdXtvBdf/aPCRHhuDutyowYPbe/Ercw95+owEL06ORpY7w+OstzIjGObPi8Mz2Y+gdo5fbO2V6SBhwuZtPCfWkLHU4gqTMa204OOf2hYoJyqCdCpOV1LdVIGMmjDjnFZzzX3HOZwK4E0AagD2MsW2Msdu8FiGZsnfK9Bi2ej7b7hQcJMWdq7Kxr8E46i6Ilm4Tdh5pxxXzUnyqOXGWOhwyifcG0Aqdaw2vnQqTlahqDMwBtG/Igqqmbr891vh0K3LUGLZy7JzEyVDTtbe+C5x7rn/R6dTKYDy6Lh/lOiOe21Hnldck7vNpZQu6B4dxvYfLoJ0kEoa7z5+F450D2FimP+PP+4cs+OhgM9bOTkSo3L0nLXlSXIQCseFyr807VU3dsNr4JC7cVajr6B/zZsmf2WwcJVqD35ejOa3Mtbct3ebFsrTq5l70DVmwwEt/x+EKGf64fjbqOwfwx09dO8CFiMe3dZ2o7xzAdYu8V71wz+pZMA4M48Wd2jP+zGrjeGefHsuy45CgGv2oeDGSyyTIVkd4baFCZxhE18CwSwvkgH3e6R2y4LgXk9fEzqX6As75t5zznwP4LoBIAP/wZFBk+jjneKNUhwXpUciO93y23emq4hTMiAnFk58fPiOB8e5+PWwcPlUWANgTYVnqcK8NoBV6I+QyCXISXPt3C+QBtOx4F2wcWJjhOzvWpqM4PQoRwTKvnpZWUm+AXCpxeUJ3h3VFSbiwIAF//eIIalt6vfa6ZPo2lDQgPSYUZ2V67z25Kk+NOamR+PuWI2c0rv20sgUDZqtPlUED9t12eYnea3xd7mg8OnuCE9KcnAcyVHn5QAgxqG3tRY/JEjAJo8y4cKTHhHq1HHqPthMAvLoYtHhmLL63OB2v7Koft7UCEZ8NpTqoQoJwYYH3CmFmp0RiTX48XtihRVe/+ZQ/232sE83dJp+73wHg1ZPSyvVGAJjwZE4nZ99WKkvzvgkTRoyxBYyxPzPGjgN4BMC/ASR5OjAyPd/WGaDt6Me1C7yzyusUJJXgZ+dlo7q5Bx9XNo887mw6uiA9Cumx4zfUFCONF09KK9cZkZ+khFzmWr+YQB5AS7SdkEkY5s2IFDoUrwiSSnDOrDhsrW3z2o6yPVoD5qRGevVIWMYYHr+sABHBMtz1VvmYpUZEXI6192GP1oBrFqRN2AfHnRhjuHdNDpq7TXh9T8Mpf7axTI8ZMaFYkB7ltXjcRZOkxJHWPpgtnv/9r9B3IzkyBOoI11bDA7nxtbMZc6AkjABgRa4au451eq1cq0RrwIyYUK/vzrj3ghykx4Ti3o0HvFr6Taaus28In1W24PK5yV4/uv7u1TnoN1vw7PZjpzy+sUwHZbAM52vivRqPO2gSlejoG0Jbr8njr1WhMyI4SIJZLm5smBUfAblMEpDzjtDGa3r9W8bYMQD/AtAIYAnnfDnn/FnOeafXIiRTsqGkAcpgGdYKcHT9uqJkZKvD8ecvDo/0INmvM6Kuvd8ns+2A/cK9pceEzr4hj76OxWrDQX23y2UBQGAPoCVaAwqSVT5VajJdK3PUaO8d8srKfv+QBZWN3ViQ4f2b7ZhwBZ64vABVTT3457ajXn99MnlvlDRAJmGCjPOLs2KxeGYM/rXtKPodN3o6wwB213Vi/bwUn2k6ejJNohJmq80rDeDtDa9dPzggNlyBRFVwYC5U1BuQpAr2mRP33GFlrhpmiw27jnr+8t9m4yitNwhSah4ql+HJq4rQaBzEEx9Ve/31yeS9u68RZqvN46dBj2ZWfAQum5OMV3fXo63HnmDpMQ3j06oWrJuT5PUEljuM9G31wjVmhc6IgiQVglw8UCVIKkFeQkRAH/QjlPH+hUwALuCcL+CcP8U5P7M5ABElQ78Zn1a2ePxoybFIJQx3r56FuvZ+vLe/EYB9lTc4SIKLCn2zb7rz5IDqZs+Wxxxt78PgsHVSR3AG6gBqGraiQteNRQG0ygsAy3PiwBi8Uh6wv8EIq40LVvJ3QUEiLp2ThH9sPRqQCVFfMmSxYmOZHqvz4wVrBHzPmhx09pvxyq56APYbCcaAK3x0oSLfSxfuhn4zGgwDk1qoAOy7WwMtYcR5YPUvclqYEY0wuRRbvdDH6Fh7H7oGhgX7Oy5Oj8ZtyzKxoaQB2w+3CxIDcQ3nHBtKGjB/RpTLbRzc7WfnZcNi5fiHY2Hr4wPNMA3bfK4M2inPSwcuDFttqGzqnnS7g4JkFSqbusc8XIl4xnhNrx/jnB/xZjDEPd7dp4fZasO1Xmp2PZo1+QkoTFbhb1uOoMc0jM0VTbiwIBERwUGCxTQdzox7lYdPIytvMAIADaAuqNAZYbba/P5Y49PFhCswJzXSKxfuJdpOSBgwf4Zw5TyPrstHdJgcd79VgSGLdeIfIIL4rKoVXQPDgqzyOs1Li8KqXDX+vf0YjANmbNynw+KZMUiODBEspunIiA1HcJDE47sJKxz9iyY77xQmq6Dt6A+o0p36zgG09w4FTN88J4VMiqXZsdhW0+bx64w9Iij5u+v8WchSh+OXGw+gezDwGrv7ij1aA+o6+gWdd2bEhOGq4lRsKGmAzjCAt8v0yFKHoyjF9R2bYqIKCUJqdIjH553Drb0wDdumNO/0miw43hl4fVuF5NoeMOIznNn2eWmRyE1QChYHY/ZdRvquQdzx3zL0miw+W44GAJGhciRHhng8416hN0IZLEN6zOS2uhcE4ABaojWAMQRcwgiwl6VV6Ixo7/VsieQeR8lfuEK4kr/IUDl+f2Uhalt78bcvaQ1DrN4oaUBqdAiWzIwVNI67Vs9Cj8mCH72+DzrDoE/PO1IJQ26CEoeaPbxQoTNCwk70JXJVQbISnANVAbTLqMTZjDnAdhgB9rK05m6Tx3dal2gNiFcqkBYtXMlfcJAUT11VhPa+ITy2+ZBgcZDxvVHSgIhgGdYKXL1w56osey+9jQdQdrwL6+f7Zhm0kyZRiWqPL1RM7kRop0Du2yokShj5mdL6Lhxr78e1Ambbnc6dFYcF6VHYdawTSapgnO3FU3M8Ic8Lja/LdfbtmZOdaAoDcAAtqTcgJz4CqlDf3LU2HSscxxx/5cFdRkMWK/brjIL0kTjdytx4XF2cgme3H8P+hi6hwyGn0Xb0Y9exTlzr5WbXo8lPUmHt7ETsOtaJcIUMa/ITBI1nupwn1nhyV0eF3ohsdQTCJpkYDsQL9z1aA2LC5JgZ53uHd0zXihz7vLPNg/POiZK/GMFvuItSI/Gj5TPxzj49vjjUKmgs5Exd/WZ87Gh2HSIXtldQoioENyyagd119l3Zl89NFjSe6dIkqqDt7B/pB+gJFTojokLtu5kmY1Z8BOTSwOzbKiSXEkaMsdmMsXWMsSucH54OjEzNhpIGRChkuFiAZtenY4zhntU5AID181MEv5GYLk2SEsfa+844ttldBswWHG7tnVT/IqdAG0CHrTaUHe8KuP5FTvlJSsQrFR69cD+g74bZYsMCkfwdP3CxBgnKYNz9doXH3oNkat4obYBUwnCVSHbz3HX+LEgYcPHsRJ9viK9JVKLHZEGjcdAjz885n3TDayd1RDDilYqAmXcAjPQvEjqZIQS1MhiFySqP9s/TGQbR0mMSzQ6un6zMRl6iEr969+AZR6cTYb27vxFmi83rp0GP5UcrZiJULsW5s+IQr/Tu6X7upkmy7x6tafHcbsIKvXFKC+RymQQ5CREBtVAhBhMmjBhjLwF4CcCVAC5xfFzs4bjIFBgHzPjoYDMum5ssmovkRZkxePuOs/GjFVlChzJtmkQlbByo9dAAWtXUA6uNT7rxKHBiAK30cI8lsahq6sGA2RpwfSScGGNYkaPGjsMdHjty23l0tFhK/pTBQfjj+iLUtffjyc9qhQ6HOJgtNmzcq8d5eWqoRXKRPDMuHO/9aAl+dWGe0KFMm6dPrNEZBtE1MDzpPhJOhckqVHrhNB0xaDIOQt81KJoxUQgrctXY39AFg4eSJyX19nlHLItBcpkET11VhO5BMx7aVCV0OMTB2X5jTmrkyBgptNhwBd790WL8Yf1soUOZtpF5x0NtOPqH7AvkU7nfARx9WxsDq2+r0FzZYXQW57yYc34T5/xmx8ctHo+MTNq7++zZdiGbv41mQXq0Tx4tebp8Dw+gU2086mQfQD1buiAWpc5khgDHvYvFylw1eocs2Ou4wHa3Eq0Bs+LDER0m98jzT8XS7FjccFYaXvxGO5LQIsL64lArOvvNopt3ilIj/aJcNTchAox5bt4p1xsBYFoX7sfa+zxauiAWpfXCN2MW2spcNWwc2H7YM7uMSrSdiAoNQlZcuEeefyo0SUrcuTIbmyua8PHBZqHDIQD2Hu/C0bY+XC+yeSc3QQl1hDgWTqYjSRUMVUiQxxYqDjZ2w8YxpYoKwL5Q0WOyQGfwzM5bciZXEka7GWMaj0dCpoVzjjdKG1Akomy7v0mJCkGEQuaxAbRcZ0RyZMiUj6QuTFahe3A4IAbQPVoDMmLD/GJinqolWbGQSyUeKQ+wOEr+xHhj9KsL85AaFYpfbKzAgNn/b1LF7o3SBiRHhmBZdpzQofilULkMGbFhHpt3KnRGBAdJpnwkdWGyCpx7/ghmMdijNSBCIRs5djoQzU5WITZcjq01njluvkRrQHF6tOhaGPxw+UzMTlHhgfcr0dHn2cMmyMQ2lDQgXCHDxUXCt9/wR4wxaBKVol0gD8S+rUJzJWH0H9iTRrWMsQOMsYOMsQOeDoxMzr6GLhxu7cN1C1KFDsVvMcaQl+TBAVRvnHK2HQicAdRm4yitN4iiGbOQwhQyLMqMxlYP9DGqbu5F35BFlCV/YQoZ/rR+NhoMA/j9JzVChxPQGjoHsONIB65ZkAqpyG7w/ImnL9wLklQIkk7tDJSReUfv3/MO4ExmRAX077pEwrA8R43ttW2wWN1bDt3aY0J954BoytFOJpPaS9P6hiy4/72DAbGTW6y6B4bx0YFmXDonSTTtN/yRJkmJmuYet7/PAfv9Tlp06JR3sM9KCEeQlPn9/Y6YuHKF8CKAGwFcgBP9iy7xZFBk8v63R4cwuRSXFCUJHYpf0yQqUd3cA5vNvRcLnX1D0BkGp9R41ClQBtDDbb3oHhwW5e4Xb1uZq0Zdez+Od/a79Xn3OI+OFmlSblFmDG5enIH/7D6Ob452CB1OwHqjtAESBlxdTAsVnqRJUkLfNYjuwWG3Pu+w1YbKpu4pr/IC9kbI6gj/b3zd2TeEo219okyie9vKXDV6TBbsazC69XmdZcZinduz4yNw9/mz8FlVKz4obxI6nID13n49hkTYfsPfaBKVGLLYUO/m60sAqNBNb95RyKT2vq1+Pu+IiSsJo3bO+SbOuZZzftz54fHIiMu6B4bx4YEmXDo3edLH4pLJ0SQpMWC24rhhwK3Pe8CxOjvVPhJA4AygYr+o9KaVufZjjt1dllZab0BadCgSVOIt+bv3ghxkxobh3o0H0Gty7400mdiw1Ya39uqxMjde1L8n/kDjKIGqdvMuo8OtvTAN26Z14Q7Ydxn5+0JFaX0XAGBhAPfNc1qaHQuZhHlk3gmTS0d+38Xo+8syMX9GFB76oBKtPSahwwk49mbXOsxOUaEgeeoLrGRizvYmVW4uh27rNaHROIiilOn9+znnHdrt5x2uJIz2M8b+xxi7jjF2hfPD45ERl71f3oghi010zd/8kfNCxt39JMp1RkgYpj0BBsIAWqI1IFEVjJSoEKFDEdyMmDDMjAtz64U753zk6GgxCw6S4smri9DcPYgnPqoWOpyAs6W6FR19Q7h+Ee0u8jRPnZRWobMneeZMY6ECONH42p97ipVoDVDIJChMjhQ6FMEpg4OwID0aW2ta3fq8JVoD5qdHQzbF8khvkEoYnryqCGarDfe9c8Cvr7XEaF+DEbWtvbS7yAtmxoVDLpW4vRz6gHPemeZCRYGjb6u+y//7toqBK6NyCIAhAKthL0VzlqUREXAeLVmQrKRsuxdkx4dDJmE41Oze1dQKvRGz4iOmvUMsP8m/B9CTkxmMBW4fiZOtzFVjT53BbacUHW3rQ9eAb5T8zUuLwu3nzMQbpTps80AvJzK2DSU6JKqCce4stdCh+D11RDBiwxVuv3Cv0BkRFRqE1OjpJd8LklWwcfcntMSkpL4T89KiIJeJN5nhTavy1Djc2gd9l3t2WxsHzKhp6cXCdPHv4MqIDcMvL8jFttp2vL1XL3Q4AeWNkgaEUvsNr5DLJMiOD3f/QoXeCKmEIT9pevesBUmB0bdVLCac+TjnN4/ycYs3giMTK9cZUdNC2XZvUcikyFK7dwDlnKNCZ5xWOZqTvze+Pt45gLbeIZ9IZnjLilw1zFYbdrqpl88eR8mfGBuPjubn52djVnw47nvnALoHqDTNG3SGAXx9pB1XF1Oza2/RJCk9cuFelBo57eS7v887PaZhHGrqoXnnJCsc5dDb3LS79UTJn2/0iLrp7HSclRmNxz48hEajfy7QiU2PaRibDzTh0jlJCKf2G16hSbTPO+7cSVeuMyInPgIhcum0nicnIQIyif/3bRWLCRNGjLEUxth7jLE2x8c7jLEUF34ulTG2jTF2iDFWxRj7qePxaMbYF4yxI47/in85QcQ2OLLt6yjb7jUaN5+U1mAYQNfA8LT7SAAnBlB/7WNU4mPJDG9YkB6NCIXMbRfuJVoD1BEKpEWHuuX5PE0hk+Kpq+ago8+MRzdXCR1OQHhrrw4MwNV0KqfXaBKVONLWC7PFPSfW9A9ZcLi11y0LFfFKBWLDFahs9M8dRmXHu2DjNO+cLDM2DDNiQt1WDl2i7YRcJsHsafY18RaJhOFP64vAOccvN1Jpmjd8sL8RpmFqdu1NmiQlOvvNaO8dcsvzjSyQu+F+JzhIilnx/t+3VSxc2Vv7MoBNAJIcH5sdj03EAuBuzrkGwFkAfswY0wC4D8AWznk2gC2Or8kU9JqGsbmiGeuKkhARHCR0OAFDk6hEa88QOvrcM4CW64wAMK0T0pycA6i/Ztz3aA2IDpNjZly40KGIRpBUgnNmxWFrTdu0L1p9teSvMEWFH6/Iwrv7G/FZVYvQ4fg1i9WGt/bqsDxHjeRI6iPmLZokJYatHEfb+tzyfAcbu2Hj0+8jAQCMMRQmK/32wr1Ua4BMwjA3jdY3nRhjWJGjxq5jnRg0W6f9fCX1XZiTGongoOntOvCm1OhQ/HptHnYe7cBrexqEDsevcc7xvxId8pOUIzsaiec5+7ZWuWmRvL5zAD0mC+a44X4HsO9urfTzvq1i4UrCKI5z/jLn3OL4eAVA3EQ/xDlv5pzvc3zeC6AaQDKASwG86vi2VwFcNpXACfD+/kYMDlsp2+5lzrpbd5UHVOi6ERwkwaz4CLc8nz8PoKX1BixIj/KpZIY3rMhVo613aNqnWei7BtHSY/LJlfT/W5EFTaIS9793EIZ+s9Dh+K0tNW1o7RmiecfL8kdOrHFPUqbCsVDhrh0dhckqHGnrdUvyQGxKtAYUpqimXULhb1blqTFksWHXsemVQ/cPWVDZ2O2T8871C9OwLDsWv/2oGsc9cPw4sSvXGVHd3IPrFqbR9Z8X5bn5wIWKkQXySLc8X0GKCl0Dw1QW6gWuJIw6GWM3MMakjo8bAHRO5kUYY+kA5gLYAyCec97s+KMWAPFj/MztjLG9jLG97e3tk3m5gGCzcbz8TT1mp6h8Zguvvxg5Kc1NGfcKvREFSSoEuelkEH8dQJu7B9FgGPCZHgfetDwnDoxh2uUBzv5Fvvh3LJdJ8OdritA9OIwH368UOhy/9eJOLZIjQ7AiZ8J1I+JG6TFhCAmSunXeSY0OQUy4wi3PN9L42s2NuYVmGraiQm+k/kWjWJgRjVC5dNrzzr6GLlhtHAvSfe/vmDGGP1w5GzIJwy/ePgCbzf8W6sTgxZ1aRChkuHQOtd/wJmVwENKiQ92WMCrXGREqlyJb7b4FcgB+u7tVTFy5Q70FwNWwJ3eaAawHcLOrL8AYCwfwDoCfcc5P+Y3j9i0Qo46unPPnOOfFnPPiuDi6MD3dlpo21HX04/vLMinb7mWq0CAkR4a4ZQAdttpQ2djttmw74L8DKPUvGltsuAKzUyKnfeFeou1EZGgQstW+WfKXm6DEz86bhY8ONmNzRZPQ4fidCp0RJVoDbl6SLuqjr/2RVMKQmxjh1p2t7uhf5FSY4p/zzv4GI4atnOadUShkUizNisW2aZZDl2gNkEoY5s3wzZK/pMgQPHSJBiX1Brz0jVbocPyOzjCATypbcN2iNGq/IQBNovv6tlbojShIVrntsIxcanztNa6cknacc76Ocx7HOVdzzi/jnLtUrMsYC4I9WfQ65/xdx8OtjLFEx58nAqCzkKfg+a/rkBwZgosKEoQOJSC5q/F1bUsvhiw2tyaM/HUALdEaEK6QIc+xw4ucalWuGhV647R6a5VoDSieEQ2JD5989YNzMlGUGokHP6hEW69J6HD8yvM76hARLMO1VI4mCOeF+3TLjdt6TWg0Drqlf5FTgjIYseFyv5x3GAPmz6CE0WhW5qrR1G1CTUvvlJ9jj9aAgiSlT598tX5+ClblqvGnz2pxrN09fcaI3cvf1IMB+N7idKFDCUiaJCXqO/vRN2SZ1vOYLTZUNfW4dd4JDpIiOz4CB/30wAUxGTNhxBh7mjH297E+JnpiZt/28iKAas75n0/6o00AbnJ8fhOAD6bzPxCIynVGlNTTKq+QNIlK1LX3TbtfQ4XeCACYSwPohEq0BhSnR9Ex3mNYmasG58BXtVMr4W3rMaG+c8DnV9JlUgmeumo2BsxW/PrdSr/s5SUE5yrv9QvTfPrGzpdpkpToNVmg75peufEBnT2p484Ld8YYChz98/xJab0BuQlKqEJoZ8NoVuSqAUy9HHrIYkW5zvdL/hhj+N0VhQgOkuLutypgsbrnNMNA1z04jDdLG3Dx7EQk0SELgtAkKsE5UNsyvXuK2hb7KZ/unHcAjBy4QNd6njVetmEvgDIAwQDmATji+JgDQO7Ccy8BcCOAlYyxcsfHRQB+D+B8xtgRAOc5viaT8PyOOkQoZLiGjjQWjCZJCRsHalunvqoG2Es8osPkSIly70RYkORfA6ih34wjbX0+2ePAW/KTlFBHKLBtihfuJfXO/kW+/3ecpY7AL1bn4MvqVry7r1HocPzCyCrvknShQwlY7uqfV6E3QiphIwc4uEtBkgpH2vpgGvaPxtfDVhvKjnf5fBLdk+KVwShIVk553jmg74bZYvPJvnmnUyuD8dil+SjXGfHcjjqhw/ELb5Q0oN9sxfeXZQodSsDSuKnxdbmuC4D7Gl47FSSrYOg3o6mbdpR70pgJI875q5zzVwHMBrCcc/405/xpAKtgTxqNi3O+k3POOOezOedzHB8fc847OeerOOfZnPPzOOcGt/3fBACdYQCfHGzG9VTLK6iRC/dpDqD2PhIqt/ehKkzxrwG0tJ76F03Eeczx14fbMTyF1c0SrQGhcunIaUy+7palGSieEYVHNlehudu/GsB7m3OV95KiJCSqaJVXKLkJSkiYOy7cjciJj3D7qV8FySpYbdxvGl9XNnZjcNjqF0l0T1qZo8a+hi50TeF0SmdvwmIf7V90unVFSbiwIAF//eIIaqdRpkfsJUwvf1OPxTNjUJBMh/sIJVEVjMjQoGmP6+W6bsSGK5CkCnZTZHbO342Dev/a3So2rtQzRQE4+Q4i3PEYEcDL39RDwhit8gosJSoEEcEyHGqe+gDVN2TB4bZet2fbAf8bQEu0BihkkpHGqmR0K/PU6B2yjCTYJqNEa8D8GVF+U+YqlTA8eVURLFaOX75z0G922wnhxCpvhtChBLQQuRQZsWHTunDnnKNCZ/TIvONvja+dyQza2Tq+Fblq2Diw/fDky6H3aA3IiY9AVJgrhQvixxjD45cVICJYhrveKp/S4g2x++hgE1p6TLiNdhcJijFm75833QVyvRFzUt2/QK5JVEIqYX4z74iVK3cGvwewnzH2CmPsVQD7APzWs2GR0Zxcy0urvMJyxwBqLxlz//ZM4MQAWtXkHwNoidaAuWmRUMjcuyLub5ZmxUIulUy6PMA4YEZNSy8W+tmNUXpsGO67MBdfH27HG6U6ocPxSSev8rq7hIlMniZJNa15p75zAD0mC+akuv/fMkkVjOgwud9cuJdoDciMC0NchELoUEStKCUSMWHySfcxslhtKKs3+N0OrphwBZ64vABVTT3457ajQofjkzjneP5rLbLU4Th3Fp2ULTRNohI1Lb1T7s3VYxrGsfY+t57M6RQcJEW2OhyVfnK/I1aunJL2MoBFAN4D8C6Asx2lasTLNlAtr6hokuwDqNU2tZ0LFTojAHh0APWHE2uqmrpR1dTtd8kMTwhTyLAoM3rSF+576+215f524Q4AN541A2dnxuDxDw+h0UilaZM1ssp7Ds07YqBJVKLROIjugeEp/fzIvOOBhQpn42t/OHChvqMfJfUGmndcIJEwLM9RY/vh9kndUFY396Lf7J8lfxcUJOLSOUn4x9ajfrNw5027jnXiUHMPbluW4dOntvoLTZISQxYbtB39U/r5Sr3nFsgBjBy4QDvJPcfV2gMpgHYAXQBmMcbO8VxIZDRmiw2vUC2vqGgSlRgwW3G8c2oDaLnOiLToUER7aCu2rw+gxgEzHny/Epc8vRORoXKsm5MsdEg+YUWOGsfa+9HQOeDyz5TUGyCXSjw2mQtJImH44/rZsNg4/vBJjdDh+BTnKm+2OhzLaZVXFEYakE6xLK1cZ0SoXIpsdYQ7wxpRmKzEkdZen218PWC24E+f1WD1X76Gzcaxfn6K0CH5hJW5anQPDmO/IyHpij3aTgD+uVABAI+uy4cyJAiPbT7ks9dhQnl+Rx1iw+W4lK77RGHa847jROjZHmorUZisQkefGS09/tG3VYwmTBgxxv4A4BsA9wP4hePjHg/HRU7z4QGq5RWb6Q6gnuoj4eSrA6jVxrGhpAErnvwKr+85ju+enY5tdy9Hljpc6NB8wqo85zHHrS7/zB6tAXNSIxEc5J8lf6nRobj9nExsqmjCvoYuocPxGc5V3u8vy3B73wEyNdM9Ka1cZ0RBsgpSD63aFyarYLFx1PhYw1/OOTZXNGHVU9vxz23HcPHsRGy7ZzmKaYeRS5bNioVMwia1u7VEa0B6TCjile5tgisWkaFy/Pz8WdijNeDzQ67Px4HucGsvvqptx3fPTvfbaxJfMzMuHHKpZMrl0BU6IzJiwxAZ6rkFcsB/+raKkSs7jC4DkMM5X8s5v8Txsc7DcZGTcM7x/A77Ki/V8opHtjoCQVI2pQG0rceEpm4TijzYxNkXB9B9DV247J/f4FfvHkR2fAQ+unMZHlmXD1UonQjoqhkxYciMC8MWFy/c+4csqGzs9ttVXqc7zp2JuAgFHv+QVntdZV/lVdAqr4jERSgQF6GY0rxjtthwqKkHczy4UDEy7/hQOXRtSy+ue/5b/GTDfkSFyrHxjrPx52vmQO2niQxPUAYHoTg9ClurXZt3bDaO0nqD3zcUv25BKrLV4fjdx9UwW6gBtite2FGH4CAJbjhrhtChEIcgqQSzEsKnsUDe7dH7HU2i/QRRf+mfJ0auJIzqANDdmoC+OdqJascqL9XyiodcJkGWOmJKA2iFI4njyQt3XxpA23uHcM/bFbjiX7vQ1mvC366dgzdvPwt5if5xxLu3rcxRY0+dAf1Dlgm/d19DF6w2jgV+njAKU8jwi9U52NdgxIcHmoUOR/Scq7w3nT2DVnlFRpOonNK8U9PSA7PV5pG+eU7JkSGICg1CpQ8sVHQPDuPRzVW46O87UNPSi8cvK8DmnyylXUVTtCo3HrWtvS71ijva3oeugWG/X6iQSSW4f20e6jsH8J/d9UKHI3ptvSa8v78J6+eneKxdA5ka50E/k11wa+k2oaXH5NGKihBHmbUvLVT4GlcSRgMAyhlj/2aM/d354enAyAm0yitemkQlqqaw0luhM0IqYR49dcgXBtBhqw0v7tRi5ZNf4YPyRtxx7kxsvXs5Lp2TTCUw07AyVw2z1YZvjnZM+L2lWgMkDJg/I8oLkQnryvkpyEtU4vef1PhsjxVvoVVe8dIk2fsEDVkm9zt8ouG15+adE42vxTvv2Gwcb+3VYdVTX+GVXfW4dkEqtt29HDecNcNjpXqBYEWusxx64l1GJVoDAGBRRoxHYxKD5TlqnDMrDn/fcgRd/WahwxG1/+w6jmGbDbcupfYbYqNJVKKz34zWnqFJ/VyFo3+Rp3tkOg9coB3knuFKwmgTgN8A2AWg7KQP4gW1Lb3YfphWecUqP0mJ9t4htPVOrk9Qhd6InPgIhMg9+2+an6wU7QC661gH1v59B37z4SHMmxGFz352Du67MBdhCpnQofm84vRohCtk2FY78YX7Hq0BBckqhAfA37tUwvDg2jw0Ggfx8jf1QocjWs5V3qvmpyKKVnlFJz9JCYuN40hr36R+rlzXjdhwOZIjQzwUmV1BsgqHRdr4+oDeiCue2YV7Nx5AWnQoNv/fUjxxeSH9nrvBzLgwpEWHYpuLCaMEZTBSoz37uygW91+Uh74hC/625YjQoYjWgNmC1/Ycx/l58ciIDRM6HHKafEe58aHmyS0GVOiMkEnYSP89TylIVqKjb2jSCS3imgkTRpzzV0f78EZwhFZ5xc7Z+Lq62fUGnzYb93jDayd742txDaBNxkH8+H/7cP3zezA4bMXz3y3GKzcvQGYcNbV2F7lMgnNmxWJrTdu4ycIhixX7dcaAOjp6cVYszsuLxz+3HUVHn3jeF2JyYpU3Q+hQyCim2vi6Qm9EUUqkx3dvOhtf14qo8bWh34xfvXsAl/7zG+i7BvHUVUXYeMdiOnXWjRhjWJmrxjdHOzBoHjtZyDlHidaAhRnRAbOTOCchAtcuTMNr3x7HsfbJJXoDxTtlehgHhnHbObS7SIxyE+wna062f16F3oi8RKXHNz0U+mD/PF/iyilp2YyxjYyxQ4yxOueHN4ILdG29JnxQTqu8YubssTOZAbS+sx89JgvmeilhBIijj9GQxYp/bjuKVU9tx5eHWnHX+bPwxc/Pxfma+IC5aPSmFTlqtPYMjVsyeUDfDbPF5vd9JE73q4tyYRq24s9fHBY6FNFxrvKu1sQjnVZ5RWlGTBhC5dJJzTs9pmEca+/zaN88p5F5p0n4ecditeE/u+ux/E/b8PZePW5dkoFt95yLK+enUE9ID1iZq8aQxYbddWOXQ+sMg2jpMfl937zT3XX+LAQHSfG7j6uFDkV0rDaOF3ZqMSc1EsUBUB7viyKCgzAjJnRSCxU2G8cBXbdX5h1Nku/0bfVFrpSkvQzgGQAWACsA/AfAa54MitjRKq/4qUKCkBIVMqkB1Fv1vMCJAVTojPvWmlas/svX+NNntVieE4ctd5+LO1dlU5mlBy3PsfeTGK88wNlHwt9PqjndzLhw3HDWDLxR0iCqXRBiMLLKu4xWecVKKmHITZjcgQuV+m5w7p15JyUqBKqQIMEv3Eu0Blz89E489EEVClNU+OSny/DAxRpEBNM5Lp6yKDMaoXLpuH2M9mg77d8bYAmj2HAFfrwiC19Wt7nUXzCQfHGoFcc7B3DbskxaQBQxZ+NrV9V19KN3yOKVeSdULsPMuHDB5x1/5UrCKIRzvgUA45wf55w/AmCtZ8MiA2YL/vutvZaXVnnFzT6Auj5AVei6ESqXIkvt+RIsoQfQ+o5+3PJKKW55ZS9kEob/3roQz9wwHylRoYLEE0jiIhQoSlFh6zh9jEq0BsyKDw/IHYw/XZWNcIUMT9Bq74iTV3kDoQm6L9MkKVE9iRNryh0LFbM9eLSxE2MMhQI2vm7tMeGnb+zH1f/ejZ7BYTzznXl47dZFyI6PECSeQKKQSbEkKxbbatrH/N0srTcgKjQIWQFYhn7zknQkR4bg8Y+qYbWJr7ekUF7YUYeUqBCsyY8XOhQyDk2iEvWdA+hz4QReACh3HLQwx4MHLZxMyHnH37mSMBpijEkAHGGM/R9j7HIAgTfKe9nGMj26B4dxO9Xyip4mSYm6jn4MmF0fQAuTVV47jUWIAXTAbMGfPqvB6r98jRKtAfdflIdPfnoOlmXHeTWOQLcyNx7lOiM6R+nVY7HaUHa8K+DK0ZyiwuS4c1U2vj7cjq9caA4eCJyrvLefQ6u8YqdJVKF3yAJ918RHmAP2xqMZsWGIDPVOcrggWYXalsmf5DYdZosN/95+DCuf/AqfVLbgzpVZ2HL3clxYmEi/z160MleNRuMgaltH371ZojVgQXp0QJYEBgdJcd+Fuahu7sE7ZXqhwxGFfQ1d2Hu8C7cuzYBM6sptKRGKs29rjYu7Wyt0RoQrZMiM9U7aoCBZhbbeIbT1TO4gIjIxV96ZPwUQCuBOAPMB3Ajgu54MKtBZbRwv7KBVXl+hSVSCc7hU2mK22HCoqccr9bxO3h5At9a0YtVT2/HPbcdw8exEbL37XNx2TibkMroQ8LaVuWpwDnxV237Gn1U396JvyIKFAXCs8Vi+e3Y60mNC8cRH1bBYbUKHI7gXdtQhNToEa/IThA6FTMB54T5ej7KTVei6UeSF3UVOhckqDFs5Drd4p8Fvab0BF/zta/zukxqcPTMWX/78XNy1OsfjJ5GSM61wlEOPVpbW2mNCfedAwC5UAMDFsxMxLy0Sf/q8Fv0u7tTwZy/sqIMyWIari1OFDoVMwDnvuFoOXaE3YnaKymvJ4cIU7za+3nmkAx8fbBblSdTu5sopaaWc8z7OuZ5zfjOAqwBkeT60wPXFoRY0GKiW11dMZgCtbu6B2WrzSj2vkzcH0PqOftzx2j6oQoKw8Y6z8edr5kCtDPb465LR5ScpERehGLUszdlHIpBOSDudXCbBry7Kw5G2Pmwo1QkdjqCcq7y3LMnw2u5HMnU58RGQMNfmnZZuE1p6TN6dd7x4Yk1n3xC+/+peDFttePl7C/DCTcVIi6GyZ6EkqIKRn6QctX+es29eICeMGGN44GIN2nuH8Oz2Y0KHI6iGzgF8WtmC6xfNQJhCJnQ4ZAIJymBEhQa51MfINGxFdXOPV+cdTaISzEt9WwfNVtz37gH8+YvDsARAeemYCSPGmJIx9ivG2D8YY6uZ3f8BOArgau+FGHie36F1rPJSLa8vSI4MgTJY5tIA6s2G107eGkA553jwg0oopBK8estCFAdwIkIsJBKGFTlx+PpwO4ZP20FTojUgLToUCarATuit1sRjUUY0/vLFYfSYhoUORzC0yutbQuRSZMaFuzTvOPtIeHPeSY22z4veuHD/3Sc16B+y4KWbFmBFrtrjr0cmtjJXjbLjXTAOmE95vERrQJhcCo3jhNlANS8tCuuKkvDc13VoMrpWVuqPXvpGC6mE4XuL04UOhbiAMQZNktLlBfJhK0dRSqTnA3MIU3ivb+s/th2BvmsQj19WgKAAKKUc7//wvwByABwE8H0A22DfXXQ55/xSL8QWkMqOd6HMscpLtby+YTIDaLnOiNhwBZK8eJMeppAhMzbM4wPoRwebseNIB+5ePQvxtKtINFbmxqPXZEHZ8a6RxzjnKK03BPQqrxNjDA9erEHXgBn/3HZU6HAE4Vzl/c5ZtMrrSzSJSlS7MO9U6I2QSZhXb9IZYyhIVnl83tlT14mNZXrcdk4mNbUWkRW5atg4sP3wqeXQpfUGzE+PputbAPdekAMO4E+f1QodiiC6B4bx1l4dLilKCviFK1+iSVSipqV3wjL+ipGG15GeD+okBUlKjy9UHG3rxXNf1+GKeck4KzMw2jqMN2Jncs6/xzn/N4DrAGgArOGcl3slsgBFq7y+SZOoQk1z74SnXlTojJiTqvJ6qaGnG1/3mobx2OZDKEhW4saz0z32OmTylmbHIkjKTukncbStD10Dw5QwcihIVuGKuSl4eWc9dIYBocPxOlrl9U2aJCUajYNn7OI4XYXOiLxEJYKDvNvPp9DR+Nps8Ux/MLPFhgfer0RyZAjuXJntkdcgU1OUEomYMPkp845xwIyall4sonkHAJASFYrvL83Ae/sbR26uA8nrJccxYLbi+0vpcB9foklSwmyxoa6jf9zvq9B3I16p8HoysCBZhdaeIbT1eqZvK+ccD7xfiVC5DL++KM8jryFG4yWMRvbmc86tAPScc2o77kHHO/vxWRWt8voiTZISg8NW1HeOPYD2mIZxrL3fq9sznTw9gD71+WG09w3hicsKqf+JyIQrZFiUEXPKhfseRx8JunA/4RdrciCVMPz+0xqhQ/Eq44AZb+3VYV1RMu0M9DHOHUPj7W612TgO6LtR5KVjjU9WkKyC2WrD4TFOy5quF3dqcaStD49dmk/NrUVGKmE4NycO2w+3jyykldbbd7nSQsUJP1w+E7Hhcjz+0aGAaJzrZLbY8Mo39ViWHTvSB5T4Bk2ifS6ZqBy6QmcU5H7H2T/PU7tb39vfiG/rDPjlBbmIDVd45DXEaLyEURFjrMfx0QtgtvNzxphr7dHJpLy0k1Z5fdXIhfs4A+hBvX3w8mYfCSfnAFrV6P63bmVjN/6zux43LJohyP8bmdiKXDWOtvWN7J4p0RoQr1QgLZoawzolqILxg3Mz8dGBZuytNwgdjte8vqfBvsq7LEPoUMgk5bkw79R19KFvyOJ3F+76rgH8fcsRrNbEY1Ue9XsUo5W5ahgHhrG/wZ4oKtF2Qi6TYLYXT+sTu4jgINx1fg5K67vwSWWL0OF4zaaKJrT1DuH7y2h3ka/JjAuDXCYZd6Gie2AYdR39gtwT5CerwBhQ6YH7ne6BYTzxUTXmpkXi2gWBVQk0ZsKIcy7lnCsdHxGcc9lJn0+YDmaMvcQYa2OMVZ70WDRj7AvG2BHHf+nMeAf7Kq+eVnl9VJY6HEFSNu4A6mw8KsTFknMAdXdZmtXGcf97BxEdpsA9a3Lc+tzEfVbmnjjmmHOOEq0BC9Kj6RTG09x+TibilQr85qNq2ALg1AuzxYZXd9lXefMCvAmtL4qLUEAdoZhg3rGP+d7uIwEAM2JCEeGhxtePbDoEAHh4Xb7bn5u4x7LsOEglJ8qhS7QGzEmNhEJGu8FOds2CVOQmROB3n1RjyGIVOhyP45zjhR11yImPwDnZsUKHQyYpSCpBTnzEuAsVBxqNAISZd8IVMmTEhnlk3vnDZzXoGjDj8csKIAmwagpPdp17BcAFpz12H4AtnPNsAFscXxPYV3kHh2mV11fJZRLMio9A1TgDaIXOiIzYMESGyr0YmZ2nBtD/lTSgQt+NB9bmQRUS5NbnJu6TERuGzNgwbKlpg75rEC09JipHG0WoXIZfrMlFhc6IzQeahA7H45yrvLfRKq/Pyk9SjnvhXqEzIlwhQ2ZcPDwPVQAAHkpJREFUuBejsmOMoSDJ/Y2vP69qwZfVrfj5+dlIjgxx63MT91GFBGFBehS21rShf8iCyqYemndGIZUw3L82DzrDIF7dVS90OB6340gHalp68f1lGbRo5aPyk5Soauoes4yyQmcEY0ChQLsJCz1w4ML+hi5sKGnAzUsykJ8UeLskPZYw4px/DeD0ff2XAnjV8fmrAC7z1Ov7kiGLFa/QKq/P0yROcOGuNwqSbXdy9wDa3juEP35ag8UzY3DpnCS3PS/xjBW5anxb14mvau2rvQszAuNkh8m6Ym4yCpKV+MMnNTAN++9qr3OVNzchAstolddnaZKUONrWN+bvaoXeiNkpKsF6yxWmqFDd0ovhCU7UcdWA2YJHNx9CTnwEbl5CC2xitzJXjZqWXnx4oAlWG6f+RWNYlh2HFTlxeHrLUXT2DQkdjkc9v6MOcREKrKPrRp+lSVKia2AYLT2j90Ut13VjZlw4lMHCLCQXJqvQ3G1Ch5veSxarDfe/V4n4iGD8/PxZbnlOX+Ptcy3jOefNjs9bAIxZeM4Yu50xtpcxtre9vX2sb/MLm8qb0E6rvD5Pk6RER9/ojaVbuk1o7RlCkYC1++4eQH/7cTWGhm34zWUFtErkA1bmqmG22PCvr44hMjQI2Wrv7zjwBRIJwwNrNWjqNuHFnVqhw/GYE6u8mfT+9WGaRBUsNo6jbX1n/Jlp2Irq5h5Be8sVJKtgtriv8fXfthxBo3EQT1xegCA6ml30nOXQf/3yCKQShnlp1IliLL++KA8Dw1b8bcsRoUPxmOrmHuw40oHvLU6n0kQfNl7fVs45ygVqeO1U4Oif566qild3H8eh5h48dIkG4QF6KJVgsy2372Mbs0kE5/w5znkx57w4Li7Oi5F5l32VV0urvH5gvAHU2b9I6At3wD0D6K6jHXhvfyN+cG4mZgpQ6kAmb0F6NMIVMjR3m7AgPTrg6q8n46zMGKzJj8e/th312MmCQnt+Rx3UEQqsK6JVXl/mPGFotHmnurkHw1Yu6IW7Oxtf17b04sUdWlxTnIridNqp4gtmxoUjNToEzd0mFCSr6ATgcWTHR+D6hWl4fU8DjnjoZEGhvbBDi5AgKb6zKE3oUMg05I5zv+NcmJ4jwMmcTvmOebFSP/15p6XbhD9/XovlOXG4sCBh2s/nq7ydMGpljCUCgOO/bRN8v9/7+kgHalt7cetSquX1dXlJYx9xXKE3IkjKBC05dNcAOmSx4oEPKpEWHYofr8hyR2jEC+QyyUhSeiHdbE3ovgvzYLba8OfPDwsdits5V3lvWpwOuYx2afiyGdGhCJVLR593HAsVQpZCz4gORYRi+o2vbTaOB94/iIhgGe67MNdN0RFPY4xhVa69mGBhOu0umsjPzstGqFyK335cLXQobtfaY8KmikZcXZwiSC9P4j7hChnSY0JHnXfEsEAeERyETDf1bf3Nh4dgsXE8ti6wqym8faW4CcBNjs9vAvCBl19fdF5wrvJSLa/PUwYHITU6ZNSMe4XOiLxEJYKDhNuCGxEc5JbG189/XYe69n48dmm+oP8/ZPLO19gv3M+eSf2LJpIRG4bvnp2ON/fqxu1N5ote2KFFqJxWef2BRGJfiBh13tF3I16pQIJKuJNXJRIGTZISB6d5xPHGfXqU1nfhVxfmISqMbjZ9iXPeWTyTdtFPJCZcgZ+szMK22nZ8fdi/2nG8uqseVhvHLUup95g/0CQpx1yokEslyE0Qtidvvhv6tn5V24aPDjbj/1ZkIS0m1E2R+SaPJYwYYxsA7AaQwxjTM8ZuBfB7AOczxo4AOM/xdcA61HRilZdqef2DJvHMAdRq4zig7xa0LMCpYJoDaEPnAJ7eehQXFSZgeY7ajZERb7hsTjI+/MnSkfJEMr47V2ZDFRKEJz4+NOZpIL7mxCpvKq3y+gnnvGOznfo7KnQfCafCZJWjPG5qja+7+s343cfVKJ4RhfXzU9wcHfG0JVmx+PAnS7E8x3/bS7jTTYvTkRodgic+qobV5h/zTv+QBa99exxr8hMwIyZM6HCIG2gSlTjeOYBe0/Apj5frjNAkKQXfvVyYrERTt2nKTeRNw1Y89EEVMuPCcPu51GPYk6ekXcc5T+ScB3HOUzjnL3LOOznnqzjn2Zzz8zjnp5+iFlBe2FlHq7x+RpOograjHwNmy8hjde196BuyCLo902k6AyjnHA9tqoRMwvDQxfkeiI54mkTCKFk0CarQIPxsVTa+OdqJbbX+UUH9inOVl06Y8huaJCX6hizQdw2OPGYcMEPb0S+OeSfF3vh6tMbcrvj9JzXoNVnw+OUF1HvNRxUkqwK6nGMyFDIpfnVhHmpbe/HWXp3Q4bjF23t16DFZ8H063MdvOPvn1bSc6LdltXEcbOwWtAzayXmtWznFHeL/2nYUDYYBPH5pAW3qgIBNrwNdS7cJm8qbaJXXz2iSlOD81AG0fKSPhPA36tMZQD+tbMFXte24a3WOoCUOhHjTd86agczYMDz+UbXbjgYXSv+QBa9/exwXFCQE/PZqfzJy4ELzid2jBxy96sR04T6Vcui99Qa8uVeHW5dmCF7iQIi3XFiQgOIZUXjq89ozdnD4GquN48VvtJg/IwrzZ1AfK3+hSbSP6yeXQx9t68OA2YoiMd3vTGHeOdbeh2e2H8Nlc5KwOItKaQFKGAnmlV31sHFa5fU3o51YU6E3IlwhQ2as8KeJTXUA7Ruy4NHNh6BJVOKms2d4IjRCRClIKsGvL8pDXXs//renQehwpuUtWuX1SzkJEZCw0+Ydx0JFYYrwF+4ZMWEIV8gmPe8MW2144P1KJKmCceeqbA9FR4j4MMbw4MUadPSZ8cxXx4QOZ1o+q2qBzjCI25bR/Y4/iVcqEB0mH3XeEUMptDI4COkxoTg4yYN+OOd48P1KBAdJcf9ajYei8z2UMBJA35AF/9tDq7z+KEkVDFVI0Cl9jCp03ZidohLFVvqpDqB/+eIwWntNePzyAsikNGyQwLIqT43FM2Pw1y8Po3vAN1d7rTaOlxyrvPPSaJXXnwQHSTEzLvzUeUdvxMy4MCiDgwSMzO5E4+vJzTsvf6NFTUsvHlmXT8exk4BTlBqJy+cm44WdWui7BoQOZ0o453ju6zrMiAnF+ZrAPZLcHzHGzujbWq43QhksQ7pI+lQVJKsmPe9sqmjCrmOduPeCXMRFKDwUme+hOz8BvFVKq7z+amQAdWTcTcNWVDf3iKKPhNNkB9BDTT14ZVc9rluYRjeaJCAxxvDAWg2Mg8P4x7YjQoczJSdWeWne8UeapBPzDucc5bpuUc07zsbXFhfLOpuMg/jrl0dwXp4aq/PpRpMEpl+syQED8MdPa4UOZUrKjnehXGfErUszIBXBoilxL02SErWtvSPl+hU6I4pSI0WxQA7Y551G4yC6+s0ufX/34DB+8+EhFKWocP1C6i98MkoYeZnFaqNVXj+nSVKipqUHVhvHoeYeWGxcFNsznSYzgNpsHPe/fxCRIUH45ZpcL0RHiDhpkpS4en4qXtlVj+Od/UKHMymnrvLGCx0O8QBNov1Ag65+M5q6TejoGxJF/yKnwmQVTMM2HG13rfH1o5urYOMcD19CByyQwJUUGYLbz8nEpoom7GvoEjqcSXt+Rx1UIUF0uqGf0iQqYbbYUNfeD9OwFTUtvaK73wFc75/35Ge1MPSb8cTlhZTgPA0ljLzss6pW6LtoldefaRKVMA3boO3oH6nnFduFO+DaAPpGqQ77G4z49UV5UIUKX9pAiJDuXj0LQVIJfvdxjdChTIpzlff7tMrrt5z986qbe0TVR8JppPG1C+XQW6pb8VlVK366ahZSo6lsnwS2O86dibgIBR7/8BA450KH47L6jn58fqgVN541A6FyKin1RyN9W5u7UdXUDauNi2pna/4k7ncqdEa8tuc4vnt2Op0mPApKGHkR5xzP7aBVXn93YgC1X7jHKxWiOlUsP8m1AbSjbwh/+LQGizKiccW8ZG+ERoioqZXB+OG5M/FpVQv21HUKHY7Lnvu6DpGhQVg/P1XoUIiHnDgpzT7vyKUS5CZGCBzVCRmxYQiVSydsfD1otuLhTVXIVofj1qXUJJeQMIUM96yehX0NRnx4oFnocFz24k4tgiQSfHcxHZTirzJjw6CQSXCoqQflOvvYLoYT0pxUIUFIiw6dcN6xOqop4sIVuHv1LC9F51soYeRFe493oYJqef1eljoccqkEVU3dqNB3i2p3EQCoQl0bQH/3cQ0GzBY8cXkBGKPfV0IA4LZzMpGkCsbjH1XDZhP/aq+2ox9fVLfihkUzECKXCh0O8ZCYcAUSlMGoaupBuc4ITZISCpl4/r2lEoZ8FxpfP731CPRdg3j8sgLIZXSJSggArJ+firxEJX7/SQ1Mw1ahw5lQV78Zb5fpcOmcJKgjxLNgStxLJpUgNyECVU32hYrkyBDR/XsXutC39b+761HZ2IOHLtEgQgQHRYgRzcZedGKVl2p5/VmQVIJZCeHYfawT2o5+UW3PdJpoAP22rhPv7NPjtmWZyFKLZ5WaEKEFB0lx7wW5ONjYjffLG4UOZ0Iv0SpvwHCeRHawUXwLFYC9LO3QOI2vj7T24vkddVg/PwWLMmO8HB0h4iWVMDywNg+NxkG8/E290OFM6PU9x2EatuG2c6j9hr/TJNlPSivXGUW1u8ipIFkFfdfYfVtbe0x48vPDWJYdi7WFiV6OzndQwshLtB39+NKxyku1vP5Pk6jEAUevhjki6iPh5BxAjQNnDqBmiw0PvF+JlKgQ/GRltgDRESJu64qSUJSiwhMfVePTymZR9pWw2TjeKtXhrb06XDaXVnkDgSZRiaNtfRgwW0V54e5sfF3XcWbTeM45Hni/EqFyGX51IR2wQMjplmTF4rw8NZ7eegRv7dWJcocr5xyfHGzG8zu0OHdWHGbF04Kjv9MkKmEcGEaDYUBUffOcnH1bqxyniJ7uNx8egtlqw28upWqK8VDCyEvkMgmuXZBKq7wBwtlPgjGgIEWcF+4AUNl45gD6ws46HG3rw2OX5lMJCyGjkEgYnryqCHERCtzx2j5896USHG1z7fQnb6jQGXH5M7tw7zsHUJiswl3n5wgdEvECZ/88QFwNr50Kx2l8/e6+RuzRGnDfhbmICVd4OzRCfMJjlxYgL1GJezcewBXP7BppcC8GR9t6ceOLJfjh6/uQqArGgxdrhA6JeMEp844od7ba4xutqmLHkXZ8eKAZP16ehfTYMG+H5lMoYeQlyZEh+N0Vs2mVN0BoHI2lZ8aFQynCetixBlCdYQB/33IEa/LjsTKXGrMTMpbs+Ah8+JOleOQSDSp0Rlzw16/x24+r0WsaFiymzr4h/HLjAVz2r2/QZBzEX64pwtt3nC2qpvvEc5wLFcpgGdJjxHfxmxkXjlC59Ix5xzhgxm8/rsa8tEhcU0yN2QkZS1JkCDbecTb+fHUR9F2DuOxf3+C+dw6gs29IsJh6TcN44qNDuOCvO3BAb8Rjl+bjw58sRZY6XLCYiPfkJCjBGCBhJxYFxCQyVI7U6JAz+raahq148P1KZMSG4Y7lVDo5EaqNIsQDnKfTiHGVFxh9AOWc45FNVZAwhocvyRcwOkJ8g0wqwfeWZODioiT86dNaPL+jDu/tb8SvL8rFZXOSvba92WK14fU9DXjq81oMmK24bVkmfrIyi5o3Bpi06FCEyaUoSo2ERIQHa0glDJpE5RkX7n/4tBbGwWG8dnmhKOMmREwYY7hiXgrO18Tj71uO4OVv6vHxwWbcvToH31mUBpnUO3sBbDaO9/Y34vef1qCjbwjXLkjFPatzaIdggAlX2Bco5FIJwhTiTCuM1rf1ma+Oob5zAK/dukhUB0SIlTj/ZQnxccrgIPzm0nwsyIgWOpQxnT6Afn6oFVtq2nD/RXlIigwRMDJCfEtsuAJ/WD8b1y1Kw8MfVOLnb1bg9W8b8Mi6fBR4eMVtT10nHt5UhZqWXizLjsXDl2ioUX2AkkgYHr+8AClRoUKHMqaCZBXeLNXBauOQShj2NXRhQ0kDvr80A3mJyomfgBACAIgIDsL9azW4ZkEqHtl0CA9vqsKGkgY8dmkBFnr42rOysRsPb6pC2fEuzEmNxIs3FWO2SBdIief9+qI8yKTiTfYXJKvw8cEWdA8MQxUaBG1HP5756hguKUrC0uxYocPzCVSSRoiH3Hh2OnITxHsBXJCsQoNhAN0Dw+gfsuDRTVXITYjA95akCx0aIT5pTmok3vvREvzxytnQdvRj3T924oH3D47aXH66WrpNuHPDflzz3LfoNVnw7A3z8Z9bFlKyKMBdPjcFC9LFvVAxOGxFXXsfLFYb7n+vEomqYPzs/FlCh0aIT8pSR+C/ty7EM9+Zh16TBVf/ezd++sZ+tHSb3P5aXf1m3P/eQVzyj5043tmPP62fjXd/uJiSRQHufE08VuSohQ5jTCN9W5u6wTnHQx9UQiGT4MG1eQJH5jtohxEhAerkAXT74XY0dZvw9+vmIshL25kJ8UcSCcPVC1KxpiABf/niMP777XF8dKAZ96zJwbUL0iCdZsnNkMWKl3bW4+mtR2Cxcdy5Khs/PHcmNagnPqHQcQjEwUb7vFPd3INnb5iHcJGWMhDiCxhjuLAwEctz1Hjmq6N49us6fHGoFXeuysYtSzIgl03vus5q49hQ0oAnP69Fr8mCmxdn4KfnZUMVQmXPRPwKkk7MO539Zuw40oFH1+VDraT+jq6iGZqQAOUcQN8p0+ODiiZcU5yKYhGvTBPiS1QhQXhkXT6uXZiKhz+owv3vVWJDSQMeXVeA+TOipvScX9W24dHNh6Dt6MdqTTwevFiD1Gjxlh8RcrrM2DAEB0nwZXUrtte2Y0VOHNbkJwgdFiF+IUQuxV2rc7B+fioe+/AQfv9JDd4q1eHhdfk4d1bclJ6z7LgBD31QhaqmHpydGYNH1uUjJ4F2shLfERUmR3JkCHYf68Sh5h4UJqtww1l0avlkMM650DFMqLi4mO/du1foMAjxO0t+vxWNxkFEhQZh693LERUmFzokQvwO5xwfHmjGEx9Vo6XHhCvnpeCXF+a4fGpmQ+cAHvvwEL6sbkVmbNi0Lv4JEdoV//oG+xqMUMgk+PKucynpSYiHbKttw2NTXGRo6zHh95/U4N39jUhUBeP+tXlYW5jotcMcCHGnO/5bhk+rWsAY8MGPl1AZ5SgYY2Wc8+LR/ox2GBESwAqTVWg0DuJXF+VRsogQD2GM4ZKiJKzMVeMf247ihR11+KyqBT87Lxs3LU4fswx00GwdKS+QSRjuuzDXLeUFhAipMFmFfQ1G3Lkqm5JFhHjQihw1Fs+MGSljPu/P2/GDc2eOW8Y8bLXh1V31+OuXR2C22PDjFTPx4xVZCJXTLSPxXYUpKnxa1YIbz5pByaIpoB1GhASwHUfasa2mHQ+szaPjjAnxkrr2Pjz24SF8VduOLHU4Hl2XjyVZJ07q4Jzjs6oW/ObDajQaB3HpnCT86sI8JKio3p74vgN6I/63x36aEyU/CfGO5u5B/PbjGmyuaEJyZAgevFiDNfnxp+wY2nmkA49srsLRtj6szFXjoYs1SI8NEzBqQtyjvqMff99yBA+vy6feW2MYb4cRJYwIIYQQL+OcY0t1Gx778BAaDAO4qDAB96/VYNBswSObDmHn0Q7kJkTg0XX5WJQZI3S4hBBC/MC3dZ14+IMq1Lb2Yll2LB6+JB/BQRI88VE1PqlswYyYUDx0sQar8uKFDpUQ4kWUMCKEEEJEyDRsxfNf1+GfXx0FAFisHKFyKe5Zk4PrF6ZBRqcWEkIIcSOL1YbXvj2Op744jEGzFVIJA2PA/63IwveXZSI4iE7dJCTQiC5hxBi7AMDfAEgBvMA5//14308JI0IIIf6s0TiIv315GCFBUty5Khsx4QqhQyKEEOLHOvqG8PctR2AatuKn581CcmSI0CERQgQiqoQRY0wK4DCA8wHoAZQCuI5zfmisn6GEESGEEEIIIYQQQoh7jZcwEmKv+0IARznndZxzM4A3AFwqQByEEEIIIYQQQgghZBRCJIySAehO+lrveOwUjLHbGWN7GWN729vbvRYcIYQQQgghhBBCSKATbTdNzvlznPNiznlxXFyc0OEQQgghhBBCCCGEBAwhEkaNAFJP+jrF8RghhBBCCCGEEEIIEQEhEkalALIZYxmMMTmAawFsEiAOQgghhBBCCCGEEDIKr5+SBgCMsYsA/BWAFMBLnPMnJvj+dgDHvRCaN8QC6BA6CEJ8EL13CJkaeu8QMjX03iFkaui9Q8jUCPXemcE5H7UPkCAJo0DGGNs71pF1hJCx0XuHkKmh9w4hU0PvHUKmht47hEyNGN87om16TQghhBBCCCGEEEKEQQkjQgghhBBCCCGEEHIKShh533NCB0CIj6L3DiFTQ+8dQqaG3juETA29dwiZGtG9d6iHESGEEEIIIYQQQgg5Be0wIoQQQgghhBBCCCGnoIQRIYQQQgghhBBCCDkFJYy8hDF2AWOsljF2lDF2n9DxECJWjLGXGGNtjLHKkx6LZox9wRg74vhvlJAxEiJGjLFUxtg2xtghxlgVY+ynjsfp/UPIOBhjwYyxEsZYheO986jj8QzG2B7HtdubjDG50LESIkaMMSljbD9j7EPH1/TeIWQCjLF6xthBxlg5Y2yv4zHRXbNRwsgLGGNSAP8EcCEADYDrGGMaYaMiRLReAXDBaY/dB2AL5zwbwBbH14SQU1kA3M051wA4C8CPHXMNvX8IGd8QgJWc8yIAcwBcwBg7C8AfAPyFc54FoAvArcKFSIio/RRA9Ulf03uHENes4JzP4ZwXO74W3TUbJYy8YyGAo5zzOs65GcAbAC4VOCZCRIlz/jUAw2kPXwrgVcfnrwK4zJsxEeILOOfNnPN9js97Yb94Twa9fwgZF7frc3wZ5PjgAFYC2Oh4nN47hIyCMZYCYC2AFxxfM9B7h5CpEt01GyWMvCMZgO6kr/WOxwghronnnDc7Pm8BEC9kMISIHWMsHcBcAHtA7x9CJuQoqSkH0AbgCwDHABg55xbHt9C1GyGj+yuAewHYHF/HgN47hLiCA/icMVbGGLvd8ZjortlkQgdACCGTwTnnjDEudByEiBVjLBzAOwB+xjnvsS/22tH7h5DRcc6tAOYwxiIBvAcgV9iICBE/xtjFANo452WMseUCh0OIr1nKOW9kjKkBfMEYqzn5D8VyzUY7jLyjEUDqSV+nOB4jhLimlTGWCACO/7YJHA8hosQYC4I9WfQ65/xdx8P0/iHERZxzI4BtAM4GEMkYcy6u0rUbIWdaAmAdY6we9pYbKwH8DfTeIWRCnPNGx3/bYF+oWAgRXrNRwsg7SgFkO04MkAO4FsAmgWMixJdsAnCT4/ObAHwgYCyEiJKjb8SLAKo5538+6Y/o/UPIOBhjcY6dRWCMhQA4H/YeYNsArHd8G713CDkN5/xXnPMUznk67Pc3Wznn3wG9dwgZF2MsjDEW4fwcwGoAlRDhNRvjXPBdTgGBMXYR7DW+UgAvcc6fEDYiQsSJMbYBwHIAsQBaATwM4H0AbwFIA3AcwNWc89MbYxMS0BhjSwHsAHAQJ3pJ/Br2Pkb0/iFkDIyx2bA3F5XCvpj6Fuf8McZYJuy7JqIB7AdwA+d8SLhICREvR0naPZzzi+m9Q8j4HO+R9xxfygD8j3P+BGMsBiK7ZqOEESGEEEIIIYQQQgg5BZWkEUIIIYQQQgghhJBTUMKIEEIIIYQQQgghhJyCEkaEEEIIIYQQQggh5BSUMCKEEEIIIYQQQgghp6CEESGEEEIIIYQQQgg5BSWMCCGEEELGwRiLYYyVOz5aGGONjs/7GGP/Ejo+QgghhBBPYJxzoWMghBBCCPEJjLFHAPRxzp8UOhZCCCGEEE+iHUaEEEIIIVPAGFvOGPvQ8fkjjLFXGWM7GGPHGWNXMMb+yBg7yBj7lDEW5Pi++Yyx7YyxMsbYZ4yxRGH/LwghhBBCRkcJI0IIIYQQ95gJYCWAdQBeA7CNc14IYBDAWkfS6GkA6znn8wG8BOAJoYIlhBBCCBmPTOgACCGEEEL8xCec82HG2EEAUgCfOh4/CCAdQA6AAgBfMMbg+J5mAeIkhBBCCJkQJYwIIYQQQtxjCAA45zbG2DA/0SjSBvs1FwNQxTk/W6gACSGEEEJcRSVphBBCCCHeUQsgjjF2NgAwxoIYY/kCx0QIIYQQMipKGBFCCCGEeAHn3AxgPfD/7dqxDYAwFENB/7XYkO3CRpSRkVLT3E3g+sm5Z+ZJspJcv44CADiY/ZYGAAAAAA8jAAAAAD4EIwAAAACKYAQAAABAEYwAAAAAKIIRAAAAAEUwAgAAAKAIRgAAAACUFy4Das1/bEkPAAAAAElFTkSuQmCC\n", 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" ] From 5e3846ebc4f21f320f752a9d60523ad66ce20b3c Mon Sep 17 00:00:00 2001 From: Asif Mallik Date: Wed, 1 Sep 2021 10:53:22 -0400 Subject: [PATCH 6/7] Configure matplotlib styling only once at the top --- docs/Tutorial_MPdist.ipynb | 8 ++------ 1 file changed, 2 insertions(+), 6 deletions(-) diff --git a/docs/Tutorial_MPdist.ipynb b/docs/Tutorial_MPdist.ipynb index 3004c0d16..8ad1dac99 100644 --- a/docs/Tutorial_MPdist.ipynb +++ b/docs/Tutorial_MPdist.ipynb @@ -46,8 +46,8 @@ "import matplotlib.pyplot as plt\n", "import matplotlib.gridspec as gridspec\n", "\n", - "# Constants\n", - "mplstyle_url = 'https://raw.githubusercontent.com/TDAmeritrade/stumpy/main/docs/stumpy.mplstyle'" + "# Configuration\n", + "plt.style.use(\"https://raw.githubusercontent.com/TDAmeritrade/stumpy/main/docs/stumpy.mplstyle\")" ] }, { @@ -102,8 +102,6 @@ "t_1 = base[:50]\n", "t_2 = base[15:65]\n", "\n", - "plt.style.use(mplstyle_url)\n", - "\n", "fig, axs = plt.subplots(2, sharex=True, gridspec_kw={'hspace': 0.2})\n", "plt.suptitle('Phase-shifted Random Motif', fontsize='30')\n", "\n", @@ -190,8 +188,6 @@ } ], "source": [ - "plt.style.use(mplstyle_url)\n", - "\n", "fig, axs = plt.subplots(len(data), sharex=True, gridspec_kw={'hspace': 0.2})\n", "plt.suptitle('Names', fontsize='30')\n", "\n", From 96fe7d5423ec5d059c6c71a7593dd686e34f31b3 Mon Sep 17 00:00:00 2001 From: Asif Mallik Date: Wed, 1 Sep 2021 11:26:00 -0400 Subject: [PATCH 7/7] Minor fixes --- docs/Tutorial_MPdist.ipynb | 21 ++++++++++----------- 1 file changed, 10 insertions(+), 11 deletions(-) diff --git a/docs/Tutorial_MPdist.ipynb b/docs/Tutorial_MPdist.ipynb index 8ad1dac99..7c55f7e68 100644 --- a/docs/Tutorial_MPdist.ipynb +++ b/docs/Tutorial_MPdist.ipynb @@ -21,7 +21,7 @@ "source": [ "## Getting Started\n", "\n", - "We begin by importing STUMPY, some relevant packages for loading and analyzing the data." + "We begin by importing STUMPY and some relevant packages for loading and analyzing the data." ] }, { @@ -78,13 +78,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "Euclidean Distance: 169.88\n", + "Euclidean Distance: 106.99\n", "MPdist: 0.00\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -141,7 +141,7 @@ "raw_data = loadmat(mat)['XSsY4']\n", "\n", "# The order in which we want the time series to be displayed\n", - "ordered_names = [\"Mary\", \"Anne\", \"Maryanne\", \"Lisa\", \"Beth\", \"Lisabeth\"]\n", + "ordered_names = [\"Maryanne\", \"Mary\", \"Anne\", \"Lisabeth\", \"Lisa\", \"Beth\"]\n", "\n", "# The data for the time series themselves\n", "data = {}\n", @@ -170,13 +170,11 @@ { "cell_type": "code", "execution_count": 4, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -208,7 +206,7 @@ "\n", "A cluster of different time series is supposed to group together time series that are more similar than others. A hierarchical cluster generalizes this notion by allowing groups to be made up of other groups. In this case, we naturally expect the time series for Anne, Mary and Maryanne to be in one cluster while those for Lisa, Beth and Lisabeth to be in a separate cluster due to them sharing part of the names. \n", "\n", - "In order to begin clustering the series, we first compute the distance matrices. Entry (i, j) in a distance matrix corresponds to the distance between time series i and j under some measure. We first write a function for computing the distance matrix and a function to cluster the time series and plot them as a dendrogram." + "In order to begin clustering the series, we first compute the distance matrices. Entry `(i, j)` in a distance matrix corresponds to the distance between time series `i` and `j` under some measure. We first write a function for computing the distance matrix and a function to cluster the time series and plot them as a dendrogram." ] }, { @@ -247,6 +245,7 @@ " orientation='right',\n", " labels=ordered_names,\n", " distance_sort='descending',\n", + " link_color_func=lambda _: 'C0',\n", " show_leaf_counts=False,\n", " ax=ax)\n", " fig.add_subplot(ax)\n", @@ -278,7 +277,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -323,7 +322,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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