{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Preamble" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from plotapi import Terminus\n", "\n", "Terminus.set_license(\"your username\", \"your license key\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Introduction\n", "\n", "The Terminus pipes can be modified to improve the presentation of our diagram, giving us control over the spacing and slope positions.\n", "\n", "As we can see, we have set our license details in the preamble with `Terminus.set_license()`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Dataset" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Terminus expects a `list` of `dictionary` items, these will define the flow of pixels between a `source` and a `target`." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "links = [\n", " {\"source\":\"England\", \"target\":\"Germany\", \"value\": 1000},\n", " {\"source\":\"England\", \"target\":\"France\", \"value\": 3000},\n", " {\"source\":\"England\", \"target\":\"Spain\", \"value\": 5000},\n", " {\"source\":\"England\", \"target\":\"Italy\", \"value\": 4000},\n", " {\"source\":\"England\", \"target\":\"Japan\", \"value\": 800},\n", "\n", " \n", " {\"source\":\"Ireland\", \"target\":\"Germany\", \"value\": 3500},\n", " {\"source\":\"Ireland\", \"target\":\"France\", \"value\": 3750},\n", " {\"source\":\"Ireland\", \"target\":\"Spain\", \"value\": 1750},\n", " {\"source\":\"Ireland\", \"target\":\"Italy\", \"value\": 5000},\n", " {\"source\":\"Ireland\", \"target\":\"Japan\", \"value\": 400},\n", "]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can add many `source`'s and `target`'s! As they increase, we may need to adjust Terminus layout properties to accomodate the diagram's size and throughput." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Visualisation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are many opportunities to customise the Terminus pipes.\n", "\n", "- `slope_start`, to change the point at which the pipe starts transitioning from its `source` $x$ (or $y$) position to its `target` $x$ (or $y$) position. Whether it's $x$ or $y$ depends on whether it's a `vertical` Terminus diagram or not. This value must be a float between or equal to $0.0$ and $1.0$.\n", "- `slope_end`, similar to the above, but for when the sope ends.\n", "- `target_spacing_ratio`, to specify how much of the arrangement should be whitespace versus how much should be taken up by pipe thickness. This value must be a float between or equal to $0.0$ and $1.0$.\n", "\n", "Let's try a few combinations.\n", "\n", "Here we're using `.show()` which outputs to a Jupyter Notebook cell, however, we may want to output to an HTML file with `.to_html()` instead. More on the different output methods later!
" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", " \n", " \n", " Plotapi - Terminus Diagram\n", " \n", " \n", " \n", "\n", " \n", "
\n", " \n", " \n", "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Terminus(links, show_stats=False, slope_start=0.1, slope_end=0.9).show()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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ZFv3nCISFX+9Hr1sBFKu1gMn22NYQj5ZKABBH1ge8//LTk3VgZYXn6/2Pi/+ifS1tnq8XCJuwzGLujNO2SQ1sD8zdAV6+28/W7R93TuCb734YttfTr4plgmMACJ9iTKYF2IS5WoqjpKREJSUliZ8d7e3tKT8n/x+wgfUBLwB/BV2ZZ9pb2Rknl3bmxqsAj+2PIHh1KWm241zQrS68VugXQN7nAMIq7HN2xMHCHTONlgtqMjebsd/6xwl1kwPddMu4f3aCXsJe2ICA10Ktrfs0atSoxP8XLFig2tponq370pfO0urVqyVJP/7xjzVlytSAR2Q/dw9O54t8WGexj3pvZRQXvazDzbRVhVdM1x+2Ct+gjpfJwUq6/rtRC9K9sLa+KeN2WbV3gdGl3cPKJ3t2qfqqvQuMlivm5GFALvhcCXeATFCMbEpLS7sMdruSHAq3tbUR9CJQoQp4TzttojZt2pT3/V9//XWVl/fwcERA8dEzNR6yTX7mBPvuEIX9A/Ae7yszycHKojS3F/vESpAncs7qc5/RCYSn9FzGcTa3Nhatd6fDNODNthyBit0I8uOLS/yB/UpKSlRaWpryu82bN+v555/X888/rzVr1mjr1q3atm2bunfvrn79+ql///4aMWKExowZowkTJmjgwIGJ+5aWlqq9vV1tbbQCRTBCFfACJryeNCjXHrVh62kJO5kGSpNiVonq9+zPXNoZTc7ryuuGqCO4S4/AORX7SXzxd9AbYbuyB525q3bXr1+vOXPm6PHHH08b0La0tGjnzp165513tHz5cj300EPq1q2bPve5z+myyy7TsGHDJHWExmVlZVTzIhChDXiPPPJIjR+fW+/QsrIyn0YDm3gdsObao5behdHAJfypTINPv/l9AoVLO6PJeV29ft04TsA2BHcAoso9qd6Lu24LaCS0HAo7d7h777336qc//WmnYHfUqFEaMmSIDjroILW2tmrr1q1avXq13nzzTUnSvn379MQTT+ivf/2rrrjiCl122WWJ+5aUlBDwouhCG/COGjVa119/Q9DDADqx/dInepR2oFIzN8Xq8WxLkAx4yesrSwAAiBuveo3bxjSodgfc+cjWAs4R5QA7uWdua2urrrvuOi1cuDBxe79+/XTppZfq7LPPVmVlZdp1vPPOO5o/f77uu+8+ffTRR9q3b59aW1tTlqFNA4IQ2oC3UN+99/OJn9vb2rV540da/uK7WvbCO6o7abCGHTtQffr2UO++PbT74xZt27xTb6/erlX/eF9vr9ne5bqHDOun4ccerKpD+6jvgAr1q6rQzo/2qumdj7Xl7Y+0pn6L3mrc5skZndLSEh02vL+GH3ewBtf0+2TM5dq1I2nMr76vt1ftH/PREwbrrIs/nbIer7dB9/Iy1RwzQCNPGKSDDumtA/r1VLfyUn20dbf6H9y74OdtMwJBf3kVoFOp6Y9CX5+wThYYtGwnbsJywiYqV0C4A11a9wAAgHSK2WvdtAVcWD435iO55+7s2bNTwt1TTjlFP/nJT9SnT58u13HooYfqiiuu0PTp0/Xzn/9czc3NuvTSSxO3Zwp3k8Nl518nE2pvb++UD6XrEZy8bHt7e6d1Jq8j3cRxyY+T7n7pxuGMwWTMXcn0/L167sm3p7uvez3ZQnhn/V1NwGdbK47IBLyLF6wxWu7gTx2oo44dmPK7ktISHXz4gTr48AM1cdrwTvfp/UnIOeSo/vqnM6u18pX39ee5K/TxB3tSljtoUG+dfemndeiR/Tqt48DKCh1YWaEjP12lE86oliTt3b1P7735oelT7KR27CCdPn24DqysyDrmNfWb9effrNCHzbvTrsurbSBJIz4zSGfMHKWevbt3ui3q4W4hij17fDaZHj/oP/gErsXh7j1tGlDx+njD2f62BIPu44FzHLDtuGULW163fJhW90QVLQ78Z/OVTgt3zDRajp6+0eZFpaSf60O4mB5X4L/k0O9vf/ub/vu//zvx/y984QuaPXt2p7aeyWGilBqaHnTQQfrBD36Qdnn342YKCd3rNQkMuwoduwoju7pvunGYLuuuXk73eF2NNzmcNQ1d8709ebmysrKMY88UMLvZFO5KEQl4l7/4jv53vlnAe/SEwZ0C3lwNP/5gHTq0r377479r2/s7JUkj/+kQnf3NT6u0LPtO4Cjv2U2fGn5Qzo/fp28PTb68Tp+qNb9vTd1Aff0HffX7/3g558dLJ902kKQvXjRadScNKXj9Aw/r+qwZMssWwBLAwIT7UnH2m+Jytn+2S/sLDRLzDfILFdTjAtkQ8PqPE4GwnUkrgI6/z9nb71w+e3xkWwsAYZMcXs6ePTvx+8MOO0y33HJLItxNFzS6K2MzhX/u++U6D1RpaalR0Ok3k3DTkWlSua6C7XSyha5+KC0tTbutwxjuShEJePM1f/7D+t73vqeePXvqnnvu0dixn5EkLV26VA88ME+vvvqq3n//fVVU9NLw4cM0depUnX322SopKdUB/XvqguvG6u7rntPQugGafNnRkjp23t27d+mxxx7Tk08+qRUrVmjbtu0qLy9XdfUROumkk3XBBeerqmpAFyPL7NCh/XTqecPUs9f+6tiNG9/SwoUL9dxzz+ntt9/Wtm3b1Lt3Hw0bdpTOOussffnLX1ZZWTf17ttDF8z6jJ5LCsO92gb7Wtp08pePSgl3m5q26A9/eFB/+9uT2rRpk3bt2qWBAwfqxBPH62tfm6Hq6iPz2gZeCaoHq99BmTsQoqdjvLhn9S32pVhO9V+Ue3el465Iy9RqIlMlbL69sQs9ngQV5HMCAchubX2T+o0OehRAcXuEhgUnJoFwSQ4a//znP2vdunWJ/3/rW99S794dVxqbhKvt7e1qbW3tVH3aVQjsTMj2l7/8RStWrFBTU5O6d++uQw89VBMmTND555+vwYMHp9w3eX0PP/ywrr/+enXr1k2/+MUvNGFCx3e+l19+Wffcc49effVV7d69W/3799f06dNTJnxz7tujRw/de++9Gjt2rHbu3Knf//73evTRR7Vx40aVlZVp7NixuvLKK1Vbuz//aGlp0UMPPaTHH39cGzZs0AcffKABAwbohBNO0De+8Q0dddRRkvYHpc6Y3cH2W2+9pccff9yVWfXWUUftz6y6deuWuG/ya5A8/nvuuUef+cz+zGrevP2ZVa9evTR8+HBNmTJFZ599dsr2v/322/Vf//VfkqSjjz5av/vd79S9e/cuK5QlqaGhQTNnztSOHTtUWVmpZ555Rt27d2RxQYfw6UQi4B017tCUKtJMtmzakfb3u3fv1ssvv6LRo0fr5ptv1h//+MeU2/fs2aMlS5ZoyZIlevTRR3XXXXepZ8+OlgunTa/Vp088VE64u2zZMl111bf19ttvp6xj374WLV++XMuXL9d99/1agwYNSrl96NCh+n//766sz+GMr42UPtnhduz4SLfffrv++Mc/at++fSnLbd++TX//+9/197//XQ8++KB+9atfqX//g9TrgHIdPWGwp9vgpKlHaeOqbTrx7KGJ5f/85yf0gx/8QB988EHKejZu3Kh58+7XH//4kG666aasz9dPUe3BGrYPnDZfqmnCtknrgg5WnUA56FYexeY+TkS9l3ChgWy+93efwHCYnsgAAD9FtcVDMXuEFirsnyvjIGz7P6LBHfA6Bg4cqDPOOCPx/1xCu6560CaHi8uWLdOsWbO0du3alGX27NmjVatWadWqVZo7d66uvPJKXXzxxZ3Gm2zfvn1atmyZJkyYoN///vf6t3/7t5TbN2/erF27dqW97549e/TKK69o4MCBuvzyyzuN5+mnn9aLL76oBx54QMOHD1dzc7MuueQSrVixImU5Z5K5Rx99VLfccosmT56ceM5tbW0pz/2jj/ZnVu7K3O3bt+vll1/Wyy+/nMisDjrooIzP3xn/6NGjdcstt3TKrPbu3dsps6qo6Ghnev755+u///u/1d7ertdff11/+ctf9MUvfjFl3I7k8d9zzz3asaMjRzzvvPMS4a6N1btSRAJeSRo/uSbrMitfeU+rX0sffq1du0YXXXSRli5dqtLSUh1//PE64ogjEsHme++9J0l6/vnndcstt+hHP7pZknTMyUNU1q1jB3jzzQ36+tdnJnaA8vJyjR07VoMHD9aOHTu0cuVKrV27Vrt27dL69etTHv+QQw4xe6Kf7OhvvrlBl176z9qwYf96Ro4cqREjRqi8vFzr16/XkiVL1N7ermXLlunb3/62fvOb30gq0SHVB3q6DY6deJiOOWV/5e7jjy/Utddem3iTlJWV6dhjj1V1dbVaWlrU2NioN954Q9///vcTbxC3zRt3UNEVccwq742498vMJG4Bc1x4fQIj035ienzCfu62Gyh8m6yfZ3aC+aw7vDsRna31hGkLi6hzB55cgm8PGwszohr8O4JqbRPW7YVgJPeLfemllxK/HzduXKJy1KvQLrl69YUXXtDll1+u3bs75kLq1auXjjvuOA0ePFgtLS1auXKlGhoa1NLSop/85CfavXu3/uVf/iVlzG7bt2/XokWLOoW7DqeqNp3XXntNDzzwgN577z0dfvjhOvbYY9Xe3q4XXnhBmzdv1u7du3XVVVfpkUce0eWXX64VK1aoe/fuGjdunAYPHqz33ntPixcvVktLi1pbW3XDDTfoqKOO0qhRoySlhqMbNmzQP//zP2vDhg2J340YMUIjR45UeXm51q1bpyVLlkjqqJR1Mquu+uiuWbNGF198sZYuXaqSkpJOmdX777+f2O633HKLbr65I7MaPHiwTj31VD311FOSpPvvvz8R8CY/VvLPzc3N+tvf/iap4zWdNm1a4jYCXss9/vjjkqSTTjpJ3//+DzRkyP7AsqVlr77//e9r/vyOwPGhhx7SpZdeqiFDDkuEu1JH2bcT7p5wwgn693//dw0alBrc/ulPj+t73/ue9uzpmJzsuuuu08iRI1VXV5fTeLt3767NmzdLksaPn6Crrvq2Ro1KvY5v6dJ/6Gtf+5paWlq0ZMkSPf300zr11Ilyqo292gblPffvRu+8s0k33XRTItwdPXq0Zs+ercMPPyLlsf7xj1f03e9+V5s2bcrpeSM6wlZpXGymwQCVizDBiYDcBHViKVOwHIYTXWEYY7EVuk22NVR6NBJzBLxm3C0LwhY00UMaucjWosO0wpv9znu2XUkYBhs2bNCHH+6f6P64445L/JwutMu1j2yy999/X1dffXUi3D3vvPN07bXX6oADDkhZ7rXXXtNVV12ld999V3fddZcmTJjQZT60adMmPfHEEyorK9M3v/lNffnLX9agQYO0fft2rVixQmPHjs1432effVbdu3fXD3/4Q5133nmJQHbPnj361re+pWeffVbr1q3T9ddfr/r6eh1xxBG6++67dcQR+/Oc9evX62tf+5o2b96s1tZWzZkzR3fd1flq9NTMary+/e1va/To1MzqH//4h2bOnKmWlhb9/e9/19NPP62JEydmHP+f/vQnSdKECRP0gx+4M6sW3XTTTVqwoOOzipNZHXbYYZKkr371q4mA95VXXtHq1asTYXhJSUnKZHpSR2sI50r5008/XQcffHDiNgJejy1f3qBbb70l63IjRozQlClTjdb59a9/Xddd17l3VPfu5brxxpv09NNPa/v27Wpvb9cTTzyhSy75ZmKZlpa9evbZZyVJ3bp10+zZs9P22T3zzC9q1apVuvvuuyVJffv21Qkn/JPR+CRp7+59Ku/ZTYceOlh/fOghNTU3Jfrmuh177HE6//zzP6nclR599NFPAt7MCtkGknTHHXdo586OdhmDBw/Wr3/9ax1wQOeK4eOOO16//vWv9eUvf1kfffSR0XMH4iRbMBD3CvdMl+oXKqqXdnIiIDdBfWEK8sTXnGsW+/r4i+Y2Gp1omDSjNvBWM2FGgAIT7Cfe6j+6OeNtYWpvkUkUngPiLTm0a2pK/SyS3DrT69DuZz/7mbZv3y5JOoGgSuYAACAASURBVO200zJW3B5zzDG6++67NWXKFLW1temXv/yl5syZk3G9TlXp7bffri996UuJ31dVVemkk07qckwlJSX66U9/qs997nMpv+/Ro4d+9KMf6dRTT1Vra6see+wxSdKdd96ZEu5KUnV1tWbNmqWrr75aUkdovHv3bvXs2TNlucGDB+uhhx5SU1NTom+u23HHHafp06dr7ty5kjoyq64CXkmaOXOmZs1Kl1l11003dWRWTqvQJ554Qt/8ZkdmNW7cOA0dOjTRmmLevHmJtqHugLe9vV0PPvhgYt0XXHBB4mcbe+86Qhvwrlu3LqUxdiaTJk0yCniPOOKIlGBz67sfa+2yJtWOPVgH9O+p3r1763Of+1ziRW5oWJ5y/61bt6qlpUVSxyyMyeHuK0++qUGHH6ghR/WX1BFuOlatWpV1bMmWPLFeE6Z0nGWoPvJIVR/Z9URlJ510UiLgra+v73LZQrfBBx9sT+lnc+WVVybC3X17W9Xwwjvq3qNMo8YdKkn61KcO16BBgwh4c+QEUFHv8Qm72Lbf+RUAmV7aaTpJo9eCelwEKwoVOmvrm4wC5Emy7/LqMPE7uIvTJFqAqTE3Z27r8+IuWv4ANtm2bVvK//v27evb4zz66KOSOsLDf/3Xf+1y+eHDh2vChAl69tln9dxzz2nXrl2J/rHpTJ06NSXcNTV06NCUcDc51Bw4cKBGjhypZcuWSZLGjBmj4cOHJ5ZN7q87ceJElZWVqbW1Vfv27dPKlSsTVcfJyx155JE60iCzcgLebJnV4YcfnhLuOn2QncdzMquHHnpIkrR8eWpmdeGFFyZeiwULFuiaa65Rr169Ok2K99JLL+mtt96S1NHyIjmgtrV6VwpxwOs1dy/YX16/WO1t7dqxfbdOPa9jp04u/25uTj3z069fv8TPHWXo7XJaIRx/+uEpy37wwfbEz8k7kYlVSzerXdJnzzpS3bqXZV3+0EMPTfy8ZUvXX6wK3QZLlizR3r17JUk9e/bU5z//+cRtD/3sVa1b1rG8E/D6xansyxYAmX5hdgcqQff2ch4/36AtUwAQt4rQqFZqmsq1ArbQ/c78ccLxugQVdNsSsGfiPr4U67hiut/E7TiH+Cm0F2a2S7EdBL0A4K1iHFfpl9+Ze+KvrsycOTOlf6/b/PnzNWJEx2fSl156KVEAOGbMGFVVZS9OGTlypJ599lm1tLTo9ddf1wknnJB2ubKyMl1++eWJ/7e1tXUKHd2BZSZOGOuEvIccckgi4K2p2T/PlXtCuZ49e6qysjLRgqG5OfVKBvdka10ZPHhw4md3hbWbO7NyqmmTHy85s3Kv75xzztHs2bO1Y8cOffzxx3r88cf1la98RVJqpfcDDzyQ+Pn8889P/GxzuCuFOOD90pfO1u233+7Luj9s3qX2to4Xbs+ufYnfJ5/dcfqoOHr06KlRo0Zp+fLl+vjjjzV//vy0lcMtLXv161/v79PlHABy8cpf3lL1qEodNuygrMuWl5cnPXaL2tpaVVqaPRjOZxs4BwJJGjZsmHr27DjjtPW9jxPhriQ1bdqhqsF9so4hk2xf5L2u7HMHKkEHvPBGttfRCYJsD9TyZesl0HF7f3ndGzeuJ3DMK6+L8342PYFC6wx4rdCAl0uxASAYxZis0dbP/35LDuX69++fcpvTQkHaf5l+Jrn04m1oaEj8vHTpUtXW5vb6dhV0VldXp4SY+YaO6e7Xo0ePxM/JFcTOsskVv8nLurMhJxA22WbuzKq1tTVlorpcxi+lZlbO3FeOXr16aerUqYmK4fvvvz8R8Dq2bt2aaIPRp08fnXPOOYnbbG7PIIU44PXT3t3Zz+Kk25cuu+yyxIyHP/zhD7V27VqdffbZOuyww7Rjxw41NjZqzpxfaPnyjjf7oEGDdPrpp+c0tr5VFZr2nePVu2+PlN9v2vS2nn32Wa1YsUJr1qzRe++9p507dyb64e4ft9mbP59tkFwhnFw5vO391DEUKm4BULHYfGlvlAV16bU7WLTlA1+mSabcojKhk20BX1wDYq/Z8n7KJvn9Vkj/3bBU3pvwssVBFFprxI17srSFO2YGNBIAUWHTJIymJ7qj/H17wIDUKuZ3333X+L7f+MY3EpNyOX7729+mDf3cFa25cgemtnPnTOkC2k2bNumZZ57xLLPKZ1xSRz9dJ+BdsWKFXn/9dR199NGJ2x9++OFE9fXUqVPVq1cvz8flFwJeD51++ud01VVX6Y477tCePXt077336t577027bEVFhX7yk5+ooqJjZ9m4cqsOG569Ivf06bUp4e7TTz+lX/7yl3rttde8eRIFSO6l67wJJGnnjr1BDAdAF9zBoi0BQ5CTTAG5ytQT2eYvRslj9ur9ZvPzzZVpZWumSlcvK7C4lBY2WDS3UTKbrzpWkq/UeEOPBDgSALk44ogj1Ldv38QkXC+//HJiAq10FbzJVagTJkzQhAmpV2ndf//9aQPeffv2XwX96U9/WmPGjDEeY2lpqU488USjZW0MHd2tGZ56qiOzytZft1gOP/xwnXTSSfrf//1fSR2vYXLA6/TvlaTp06cnfrZxW7tFIuBd/uI7euTu142WPXrC4OwLFeDSSy/V+vXrtWBB5kvkxo4dqxtvvCnRsLq9rV2P/1eD/vk/up7xUJL6DewITvfta9ENN9ygRx5J/UDRq1dvHXVUjQYNOkQHHNBH+/bt63IsXkqeNdE54yHldilDHHjVo9J9CXCmoMG2HsIINydwyBYMOfu1LcFxWFBBm5ugKyQzVcLYepxdW99kfdsZ5+STbccO0960XlZqReVKBeQn6OObY9HcN9R/afZ9MW77a/KVGm/sCHAgAIw4QW1paak++9nP6oknnpDU0St3z5496tGjh0pKSjqFvLm0Gkh24IEHJn4++uijdf3113vzREKkpaUjs3Imm3P06tVLNTU1OuSQQ9SnT0dm5c61/HbhhRcmAt4//elPmjVrlvr27aslS5Zow4YNkqQTTzxR1dXVifsQ8MbQ9773PS1YsEBHHFGtWbOu0/r169XU1Kzy8nIdeughOv7441VdvX8Wwfb2ds2fU6+tObYx+I//+I/Em6Bbt+4699xzNXXqFI0ePTqlx+6mTW8XLeA94ID9B7HkXjYH9O+ZslyPXnbsdu7KmHwrmUxntff6C7/7EuBM43f/3tbgAeHgfIEjcDTjXLperFDN/bp49cXftrAtV+yvAIrBpkuxvbStoTLrMsXoH2rKtJe0TWMG4K/kkPbMM89MBLzbt2/X/PnzNW3aNEkd1afuidfa2tpSAl6TycMOPvjgxM8bN24sePxhdPvttyfC3W7duuncc8/VlCkdmVVyC4dNmzYVJeB1V2MffvjhevPNN7Vnzx4tWLBAX/va11ImV3MquyX7e+867EjaIuLpp5/S/PkdXyJvvPEGjR8/QaeccmqX9ykpKVGPim4qLTM/I9Tc3KTf//7+xP3vuedXGjfus/kP3CPV1Uckfl63bn3i5yE1fdWzV3ft3tmiHr26dQp8TXkdMLgrDfINAIrVy8j2Hoe5VpqYTkIEhJnzvre9ahIohB8BerZ+3EPrqjhhCd8RAIZTEBX38LaHOeC15OrL008/XbW1tWps7DgZNGfOHH3hC19Qv379JHX0j21ra+tUyZuL5JYMr776qlpaWtS9e/fEutzrSxcat7W1GYXJNmpqatLvf//7xP9/9atf6bOfDT6zckLekpISXXDBBbr11lslSfPmzdM555yjv/71r5KkwYMH65RTTkm5XxhEIuAdNe5Q44m8Dv7UgdkXytOSJUsSPy9btkzjx5sFWF+8aLTGfv5Txo+zfPly7dvX0QJh1KhRVoS7kjR69OjEz5s2va3169ap+sgjVda9TOdfd7zW1Dep9vj9Z7La29u0a9euIIYaSlH7IhuWSYiAKLC9l6fpCR8qcfNjOnmhTejHHS+r9ppdbeZ3gGQaDI6rmOXrOIAwIuAtvrBfYVVsyeHed77zHV188cWSpM2bN+vaa6/VnDlzEiGsE6y6WzSYtmo45phjEr1+P/roIy1cuFBTpkxJrMMJDJ3xpBPWcFdyMquOPsSjR4+2ItyVUqt4p06dqjvuuEM7d+7U+vXrdddddyVajU6fPj1lHwiLSAS8kjR+ck3QQ9AhhxyS+PnOO+/U/PnzNWLECPXr1089enRMjNa9e7mqqio1aNAgHXfc8Ro4cKAkaeBh5sFzcnm40xw8vXb9z//8T25PogBjxozRgAEDtWXLZknSPffeo1tv/bEkadARfTXoiL4py9988816++23izY+2M00gIhbjzdbmLYisZ3t+5mznb0+oWP7+2ZNfVPQQ4g0W8LSK2ZP6DTBIyDZE/CaXtoPJMtW6c1+Bdihra0t0Rpg/Pjxuuyyy/SLX/xCkvTcc8/pkksu0Z133qm+fffnFl0FsHv27Mn4WOXl5Zo+fbruvvtuSdJPfvITjR8/XgMGdBRdZKrYfemllzRmzBhVVFTk9yQtkZxZJbfvdGtvb9fcuXOLMaTE4zkhb58+fXTOOefo/vs7ro53Ko7Ly8t17rnnJu4TlvYMUoQCXht8+ctf1qOPPqrly5dLkt566y299dZbGZcvLS3VmWeeqe9///s68MC+GZdzq6k5KvHzxo0b9eijj+rss89OWWblypW69dZbUqqK/VZaWqbp06fpZz/7mSTp4YcfVnV1tS6++GKVlOw/gG3Zslk/+tGP9Je//CXtTJXwl62TX9kSQOSqWNsx6MrFqLQY8Go/86tlirOd3QGv+/Gi8no4ovZ8vGbb8TpfXLkBIIqyVXQv3DGzSCOxE5XxsEly24Nvfetbeu+99xJtNl966SVNmjRJl112mc4555xEywa3zZs367HHHtNvfvOblMnl3S666CI99thj2rRpk5qbm3X++efr3//933Xsscd2GtOzzz6rn//851qxYoU+//nPJzKVsDrqqP2Z1dtvv91FZnVrUTMrKbWK98ILL0wEvE7v5S9+8YuJ1z5sWVVoA97lyxt066235HSf6667TmVl/j3l0tJSTZw4UStWrFBFRS8ddtgQbdz4tnbu/Djt8m1tbVq4cKHee+89/fa3vzN+nCFDhmjs2LF6+eWXJUnf/e61+sMfHlBNTY0+/ninVq9elegnc8kll+iFF15IhM5+cw5i69d39OCdPXu2HnjgAR1//PHq0aOH3n77bS1Z8nft29eiU089VX36HKDHHns0y1pzk2+Fnu09bqNiratSj2ouhFGxW6a4H880EHW/3+IesJkGpUGfULFZTd2AxH5EMG+fQitcCVgA78X9fUUFM2ySXMFZUlKiH//4x6qpqdHs2bPV1tam7du368c//rFuu+02jRo1SkOGDFH//v21d+9effDBB1q9erXefPPNTuutqalRZWXqhJQHHHCA7rzzTn3jG9/Qhx9+qI0bN+r888/XUUcdpZEjR6p3797aunWrli5dqs2bNyfu9/HHH2vv3r0qLy/3fXv4ZciQITr++OP1yiuvSJK++93v6oEHOjKrnTt3atWqVVq5cqUk6eKLL9YLL7ygFStWFGVsyaHt0KFDNW7cOL344ouJ3yVPrkbAWyTr1q3TunXrcrrPd77zHd8C3s2b39dFF12k1atX67jjjtOdd96pqqrUnoc7d36s7du3a9myZXrsscf05JNPSpJeeeUVvfbaqzrmmDHpVp3WzTffrPPPP1/Nzc2JdThvHknq06ePZs36ns4991xt2XKd7wFv6742lXUrVY8ePXXffffp4osv1urVqyV1nLFJbsVQUlKiGTNm6Nprr9Uvf/nLtOsr71GWd8/IfCv0otbj1lZhCXSjUjEXVdkCONteP+d4VuxKdff7LduJLI6DyGbSjFoCXosVGvAyqRjgPd5XsAUFTR2cKl6nivOiiy7SxIkTdeedd+rPf/6zpI5gr6GhQQ0NDV2ua/jw4frqV7+qKVOmJNo/JBs9erQeeOABXXvttYl1rV69OpGVJOvZs6cuvPBCXXnllYlewGHmZFZbt26VJP3jH//QP/7xj8TtvXv31ve+15FZXXfddUULeN3OPffcRMBbV1eXMrcUAW9M/du//ZtWr16tvn376he/+EXalgu9evVWr169deihgzVp0hd08cUXafHijmrTDRs2GAW8+/a2qlt5mQ4//Ag98sgj+tUvf6Wnn3la7777nvr06aMhQwZr4sTTdO655yb6+5588slatGiRrxOafbBll/oOqFBZt1IdfPAgPfzww3rggQf0+ON/0rp1a7Vnzx4NGjRIn/nMZzRt2jSNHDlKkjR27Fj16NGjU/+afgMrdMH3jvdtvMjMXfGXSdwrAb3iDiK9rhy0fXItv7gr+YPuQes8ftCVodkCuUy35xuYm36RIChEFNl2ogkAEG+cyN/PHfJWV1frjjvu0KZNm/TMM89o8eLFevPNN7V161Z9+OGHqqioUO/evXXQQQdp2LBhqq2t1UknnaSams5zQTk9W51WENXV1XrwwQf11FNP6c9//rNee+01NTU1qb29PbG+z372s/riF7/YqQo4zI444pPM6le/0tNPP6333nMyqyGaOHFi2sxq9+7dRR9ncqFkcvVumHrvOkIV8P7tb095ur4pU6ZqypSpxstPmzZd06ZN7/T71tZ9euaZZyVJtbW1xv10hwwZkvg5uZF3WVk3NTauTHufv81b+ckX5hJVVQ3Q9TfcoOtvuKHLxznjjDN1xhlnpr3Nq22wd0+r5v3kFU37zvEq61aq7t3LdeGFX9WFF361y/WdcMI/qb7+daPHjsokT7YzrbDli2s4BB1sBiWsPZ2jxvSLRFgD3qhVwjjPp6auipN4LlTgIa6idpyLk6B639KSAWHR1tamkpKSlAnPBg8erAsuuCAl6DPV3t6eEgq2trYmqnpLSkp02mmn6bTTTjNeV3t7e2JsU6dO1dSp5rlNslzue/vtt+v22283Wvavf/1r2t8n9zkeMGCAbrjhBt2QJbM688wzdeaZ6TOrXJ/79OnTNX1658zKkTxp3rZt2xI9mA866CCdccYZidvCVr0rhSzgtVVLS4v27etorr1u3Trt2bNbPXr07PI+H374QSKw7tmzp8aOHWv0WG+v3qY//OdSTbniGHUv73wJQJDefGOr7rl+sSZOq9WwYwd6vv6wBgAOWyc3ixoqkIOV6/7NiRszpr3FYQf3fh2WiplijPOnT04JvJI9H3HvoYnis+XzYliOX+jMNGjNNAncWX3uy+txTYNlwAbt7e1qbW1N9ORNDv9yWUemas/W1taUSmETbW1tKROBhVFyyGub5O36u9/9LlE1fN555yVaY4Qx3JUIeD3Rs2eFPv3pT2vZsmXasmWLLr30Uv3whz/UEUdUp11+6dKl+uEPf6gtWzoaaX/jG99Qnz4HGD/emte26OdXPqMRnxmkwUf104DBfTRgcB91Ky/T7o9b9M66D/TmG82q/99NGvfFah1/+qdU1r04YfDW93fqoTuXqmpwHx1z0hAdPuIgHXBQT/XoWaaPP9yrD7fuVuPL7+v1xZt0zElDNGrcIRr4qQNCffByKhtMA2i/vtjmOo6oogI5XOK+v5qiIjk3xXp/m+6/BCQAUDxU3APIlVMxKykl6HXnFM4yyctnk9yyIV3u4awrrKFiOu7gXErdlsnP2V1F7TdnHHv27NHvfvc7SR2vzf/5P/8nZXxhZH3A+/+ufjbQx1/61EYtfWpj2tvO/PooHXPKYZKkG264QTNmzNDevXv10ksv6Qtf+IKGDRuuYcOOUt++fdXW1qbm5mYtX75cmzZtSqzjtNNO0+WXX574/19++4Ze+WvnWRnddu9s0avPbNSrz6Qfm+Nv81bqb/PSt3sw1dU2yKRp0w49eX/XZ41femK9XnpifdrbDh95UE6P56ewVBo5AQKBGQAUJltA7NXfhWJc+mx6VYOpfKrJ8w3cr5g9Ia/7AYg3Ku4BFMKvsDXXnq5OSJqPXO6by7jyeQ7ZtmUhzzPXdSQHyQ8//LC2bdsmqSOXO+SQQxLrIuCNoaVPbdQxpwyRVKJjjhmj3/zmN7rhhhu0bt06SdKqVSu1alX6cLWiokKXXnqpLrnkEpWVdbwM76zdbhTuIppy/aIfdPAc9OMjFUEI4iBqlffFqOxdYxjwmv4NKmY1uQ2tdEwvcaZisDDDyicHPQRJBINAOvm2asiV+3jLcRWA15zq3ba2Nt133/5j24UXXpj4OazhrkTAW5D33vxQS57YoBPO6GjFMGbMsVq4cKGee+45Pfnkk2poaNC7776rHTs+Vvfu3dS/f3/V1tZq3LhxOuecc1ImY/ugaZf+8J9Lg3oqsECxL+ENW09PAsyu+R2E5FtpaFuP3aD3o7hOVsMJIW+Zvq9sag0x55rFoWw10tzaqFV7F2Rdblj5ZGtCyjCyZdsRKCEMotrj1v28ihUsm/Dy767J3xTJnuMiEBXJ1btPPvmk3nyzo7hywoQJOuGEExK3EfDG2FN/WKW9u/dp/OSaT3qHlOnkk0/RySefYryO99/8UA/d+ap2frTXx5EirjJVvPkduHjdE9iGSq5icL9etgRj+QZFtrUMCXo/silwi5OoTb5I718AYdTc2mhUYLCtoTJyV2x4yfTKgmJK/rw60Sy/DBUv/+4S8ALBSO4B/PnPf16NjZ2PpWEOdyUC3oK1t7XruQVr1fDiu5owuUYjTxik0jKzBtFN7+zQy395U68+nVt/WyAMnA9CNXUDulwujBVdCJ9MlRdRC8Ayvd/i/j5j8kUACN6Lu27TmJuzL/fU5HP8HwwAIDbSTW6XTq49hm1DwOuRbe/v1KO/fF1//d0bqpswRNWfrtRhR/VXt/IySdKenS36aNsebXt/pzau3qYNK5r13oYPAx414L/LZ4/v8nZbKlQRbZkqL6IW8GZ6v2UKuG2rsAZyEcZWFQAAACiu5PYM6bS3t4c+3JUIeD23a0eLXnpivV56Yn3QQ0FEFbt3rrsiMO6VgEhFQB8OYQm4gu6RDH+YtsjIFa0qAAAAkE1ra2vQQygKAl6EhunkRFGvSCt2wOquCCTQAzozfV/Y1gLAtuArLD1wkRvTFhl+aW5tzNqz0mQZIKoW7phptFyuk15FdTKwsMjUw9W0B2y+tjdk/ls+tK6KY22Awvp5FYAZAl6EhmkQEVTAG9RkZmFnGtybytbzFwgjKlvDyevjG/LT3Nroe6ARFqbBSmWZXSd/bOFXEJqPMEweSZAXrEwBr9+Tdy298cSMt1345BTj9xEAIDcEvIicfAM+015+ueIMaNe8riDM1vMX8IJXxwt6iIaTaXAb9OvGCUa4mVZUeh1QMmu895g80l7s73bidQEQdQS8iJx8Az6/K3+5JCY/pj2HoxrsOpWb2b7IOdspqtvBNl4dL+ghmirowDvb4zuPG/bXo5ArHZxj0pr6psi3RIJ3CFYQJ+zvduJ1ARB1BLxARPkVFDvrNQ2sC72E0LTnsPtxotLL0/R5mG6noAM0oCtBB97ZHj8q74t0J4LmXLPY6Lh+xewJiePSIs9HFg60L0CYRPXzEcKLYygA+IOAF4ipYvX0LNYlhO7HCVsldLEupQ4qQMt0SXu+FYD0vA6XTK+X+4QDFaFmnPdTENtrTX2T1tQ3GZ+8y2TSjBGqCWHQVFlWq3EVs4IeRuwUq3dwFHs1h/3zEToL+zEojOP3sqc+FcIA/ELAC8RUoRUcph90CGwgZQ6MTfcPvpBGU7GOD9laEphWwGdS7MmOnPdTvtuvkBMhzmPW1A1I+75cNLfReFxRqCS0adKtKCtW7+AoBrxhxN/8rtlYARv118zLwgcCXgB+IeAFLOPXZG+5yhZYOJVX2b6gE/DCRtlOUNjyPkR6pr1yHdl6Uxda+c1kRwCAXGU7cRHGSlcAQHAIeBE5YZ/MzJZANKqBRdj3D3gjWyWGLe/DTOK+H8elV26ULZr7hmrqqgqq4jW/ZDacJ2yK1ZYAQDBM3+MAAJgg4AVCpli9cxFvmSq43WFMVANE2xTa7zRoYR8/zNXUVRlPvuY+kZg8gZsJ0yB/1V7vQpTm1ka9uOu2olTWrdq7wCgAGlcxi5AXAFwI0AHEDQEvEHJR6GEYZc6l5GELuDJVcHsd6GbrjRp2Xm0v04r6XBWrd6xf44d9htZVqaZuQMF9jb1UWVZr1PPQtP8qoQGixq8e0e4TIaa9lAEvsL91RmEGEG0EvECOgv7DyGzIuZlzzeK87ufVJfC2X+oftGy9UTMptGcqOkS1FYut3L2DaSWRak19k9ZkOemQzzarLKvNWuEal9CWSl9v2DBpnvsEqU0nVRzsb/ASk1oCQNcIeIFPmPfyQzF4FeDZ+IUH0VHocSP7ZG+cIIgS9+tJwJvKZH9nmxUmqEmbmDXee3y+sVe2/d30agEUB8cnAFFBwAvrFWsyIdMvjaYVoe7KRGd8VB7CC/RitkOhYVPYJ3tDODjHizX1TaHfp+Zcszjvyv+uVJbV6qw+9xlXiCE3BCiIEwLecOH4BCAqCHiBHFExkRu/e6xGvYdrJvn2RM1UMRr20Add48SSN4Laju7WDplkOh4mHy9MJ0ADosL0/RPV6vC4fk4CACBuCHiBiClWxbMpPyqtirn+qMn0BZaAFzbIFkRE7QSb6SR3pu9PL4+HySeD1tY3ddr2a+q3dPp7M2nGiMBDskVzGw1bPQQ/VpgrpJer6ftn0gyzyfjChs9JAADEAwEvYsv9xZRJhMIpU2UOX9z94W5REvcvjk5Al29FNVK596d8J0kMihNQmwbRppPceWVoXVVef+sWzW2MXLjuFSbzKY5i9A5eW9+kMqUeg94Y+p20y7ovsWc/AAAAQSPgBWLONECx9RK/TJU5BLz+iEvI41QvZqv8cgI6ThD5I2z7mxNQ0xIDYWTbFUDFlu6Ey0RapUaCac/bYlVwBzXZIQAg2gh4ETnuLx5BfdE2vfQ2+Odk0gAAIABJREFUaKYBijswtb1ikYAFhXD2d79bV3i1n2burWzWe9IWYavYRaq19U1aW9+koXVVKX8j0rV48FP/0c0ac3PX+1KLHtGLu2qtDloKaUsAYL9CA16vA2Le2wAAPxDwAlnkG9QW+9Jbv7mfj9cVPAQ7wXJXaIetcjLqslXQ295D2fQKAPa7cFtTv0Vrrun6NczU+9avk3Kv3jhe2xoqM97+oDoe94rZEzS0rsqqwDc5LGpubcwYMiX/vrIsmn1kgSCZBrzu4JYgN1hsfwBxQ8ALZOF3UJspKI1b4Emwk16xWmO4e5/6FbZEdTZzv3t6Z+t1bHvFummvZtufBwq3aO4bnU5I2HTJv82BQHNruCrygbh5cddtKf+nN3OwbDphBwDFQMALWCruk1f55YrZE1L+bxrg5xtAZLqfaZAVtf0gl9nMu2JLKxaES9T3k2zPz6Yg1W3SjBHWV6IDAIJDYA4AXSPgBRAr+fYOztSqw7ZexFGtkEVx2DqZIryzaG5jzkFqMfaLmroqLfL9UYDwcl/Zlel9afOJYSoqEUYLd8w0Wo4AGkDQCHhhPZsrjpLlWxkaFaYtJWz+4tGVTK+nbfunVxWyiKewvj/hr2K00BlaV2Xd8RSwSRRaWdncAgUAgLAj4AU8YlslZ7FF4YtHIXINuKMeZOQ7OWG+Js0YIcn+ycaClu9+Z9raIOr7tSlnf3R4vV/6vf64cnrcdjWhWbJh5ZOZ0CwE3O8XN5vfP8n7YfW0lRmXWz9veDGGAwAALEbAC0QMAUtu3JXXjlwrsOMecLsVu4LdqUi2+Yu6DfyeDA4d3BXypvulaSuEfNePzJpbG/XGrnuDHgZ8kO2KFZvfP6kBb+bl+o/ef1L1xV0raYUAAEAMEfAi8ggw0JW4V15nkin4tkWmCmH3uAt9fd2Bm2mQn6nileORN7x+nb1iWsmfSVxbZKTbbu5tMeeaxUbvP/pIw0tPTT4n8bPNx+9+SQFvc2txr6ABAAB2IOAFYi7uvYOLLSwVlLYEZpmY7qeFbl93yGTaqgD+yvb6Z7sk2y9U8ueH7WYHW/8eAYWilQoAIA4IeBE6YZnMKyxVRO4gLyzjNsUXVtjMq/0zKj1Zs1WOmwb7YX3+8Ma2hsqUyksA8ZZrwPvirtt8GgmCZNJbXeKEAIDwIuBF6BS70iffwDPogDlfQY3bCXbCVkEc1opOWghES1R6stpSOZ5vaw6Ex6QZI1LeN82tjdq8q3iPv2rvgpwmcqssq6WvKuATd6DrTLiIaCHgBRB1BLxAFmENam1FsAgbZerp65ZpPw1r0B8U0+0dVODrPu4vmpv+y75pkO51ywjT7Rdm7qt1CNmlyrKuJwsDkB8CXYSV7Z+nABQXAS/gYhrUEEgGy6n45QMLvFCsnr5Rl62FjhOcBrW9812fu0LaYR7wehvMxWF/jWKgm/z5onraSlVPC3AwSLB9UlEAyCQOnwcAmCPgBRBKBLvpZaoUDOsl+7ZxB5jFrvDPVKmRqcK02KIYykXNpBm1OQXOJtVBYWutg/hZuGNm5huH7v/xrD73+T8YAKHCcQFAWBDwAvBEpgoYvvgXV6GVhsUWtkn9Cg0wTStcM+H9FIw4t+BIPplmy4mErnDyDwAAAHFEwAvrZQtEbBPXFg98qY4n0/09U5Ab9h7XufZCDWuFa7bjVZwD0GKwIVhdW99k7YmiZDV1VXm3xNjeUKV+o6Pf3xjh4Z7syXSSKAAAED8EvLBeWAORYqG5PsIg7EFuJmGrqI3aiaVchXWSxzAEq2Hw4q7bupxMqd/oIg4GkeXl5zJ3wMtEe/BDly1MktCqAADsRsCLyMr2Adv2wNO0Ysv0i7/tAYYjLOP0Slwrvgtle2sHd8uSsAXByE8YJmsy/dviVMFSnQ3kxs9Jjwh4AQBAJgS8iKxsH7CDDsycL82ZxkHFVriZ7l9hDU+CHne2imBnfNnG6ddxgEDXH5leL6/3x3zXl+uJw2K/j0zbLNTUDbCiLUS+mlsb9eKu23x/nFV7F3S6ZL6YFW6cIAQAAICDgBeR4VROEaygK9lCi1x7qgJA1Kyp30J7JABwGVcxqyiP01UrmWRUdOfG3fIEAKKGgBdW2r5lV87VQ7a3XIAdvK6MDktlVFjGCSDcauoGJNo7JP8dJzBOtX7ecK2fNzztbRyvgeIyDW6LFaiaXoFAT9zcEPACiDoCXlipI+ClRUGchPVS00wnIvKdxT3q5lyz2Gi5qE7KBjs5lfthP1GYqTd1sVtBrDFsBQEANqASFmFl+5wUAIqLgBcIWNC9TFGYTCEGAW96tlbxTZoxIuX/hFO5CcPkYl1xWvvYdgIpV5wYsVvY9y8AgF34uw8gGQEvAF9FfbIxRIM7kK/JUMkZdI9v00qNYp9gCHvlK+A1kx6aJstUltVSXegBLmUHAABRR8ALuHCpC4BiBZa5Vr5SqWEXKjL3c6rga+qqtCbkk1Vub6hSv9GFPQfTHprZDCufTMALAACArAh4ERrFugSYAAXwTtQCsEwngPJtPRHXytewt3QoNncLERs5bU0WFflxJ80Y0alivbk13AEzAAAAkCsCXoRGXIOQbKg4Boon0wkgWozkhuN5bujp7Y/KslqNq5jV6ferjl2gVXsXBDAiRAGfyxA2tDABgGgg4EVolJWVGS1n+sHadH1B+cLXRhotd8ZMs+WiwvbXzWE6zjufPtfnkQQr39erWK9z0PtT0I8fFf/3P0/u8vafX/Ws0Xp4PbpWUzcg7UkOP05wmFYtZ+qXbaq5tZEWCB7gvbPf/72j6+MR4BXedwCAZAS8iJyofLCOW3CLcLE9mLZ9fPBWzTHeVsx1tf+0trZ69jhhamFSUzegqJXEhTxWZVmtzupznxbumNnlcs2tjXpx1215V68NK5+sYeWT87qvF2zZf0pKSoIeAgAAQOwR8AIeyxYsXXnqQ0UaCdIxrYw+KkNgZFoJCCCaSkpK1N7eHvQwim7SjFpaayCt0tLSoIcARApXFQAA8kHACyv1G1ChcWceGfQwEEFURiNIVBYD3snWGmIibXR9R/Uu4L3xfW4IeggAgBAi4IWV+g2oIIiLmbAEX6YVwEgvW6/UsArL/htXXk56FMYK3q4u5Z9zzWKtqd+S13oXzW3Md0iICAJeAAAAO3S78+mvBD0GIFYIgsKNEw+F8bpXKmDCy97scQ207rrmuZT/19QNyDsYNlFI8IziKCkpie37AQAAwDZU8AIAACAnxQxfj735+bS/X3rjiUUbQ66y9dBsbg1/9TPhLgAAgD0IeAEAAHIQxjYNYdZvdFPQQ8jZuIpZXd6+au8Crdob3ibBVO8CAADYhYAXAAAgB1EKeCfNqNUk7a82dbdiANIh3AUAALALAS8AAEBMDa2rCnoICCECXgAAALsQ8AIAAOSAcMt/XvT43d7QdXi9raFK2xuq9FbZ4pTfV09rkkYU/PCRxf4PAABgHwJeAACAHEWpTUNUmU7Ctk2pYXLriCZVGwS8za2NWfvoVpbVZp1wLWwIeAEAAOxDwAsAAADkqLm1Uc2tjV0uk22ytbBhcjUAAAA7EfACAADkiAre4E1c8EjK/5MrZdfWNyV+zhSyLprbmLYVxPp5w1PaO0yaUdupV/GqvQuyhrtRRLgLAABgJwJeAAAAhF5y4Npv9P7fD+2T+0Ry2xoqEz93tFlgMjqJgBcAAMBWBLwAAAA5imrQ9dMnpxgtl1whK0lr6pu0aO4bfgwpkoaVTw5db96o7vMAAABRQMALAACQhzi3aXC3LFjjCny99OqN49P+fszNi3NeV3Nro17cddsnP4+XVNn1HXxEwAsAAACvEPACAADAWsntEiSpetpKVU/raMewfl72kHRReaMmzQhXmGobJlcDAACwGwEvAABAHuJcwWuL9fOGZ19G+1tHNLc26sCv+DkiAAAAoPgIeAEAABBpTn/g/qObNYaAN2elpaVBDwEAAABdIOAFAADIA5esh1v1tEZVZ7itsqxWw8onS+rcbzhu2M8BAADsR8ALAACA2Ok3OvPEcP3KmjS0InOwW1lWazRJWtgmUkuHgBcAAMB+BLwAAAB5og9vPDnVvXFAwAsAAGA/Al4AAAAYWTS3Me3v19ZnroYNo+bWRi3cMVNn9bkv6KEEinAXAAAgHAh4AQAA8hS3Cl5nsrKgTJoxQm0jmtUa6Cjig4AXAAAgHJgSFwAAIE8EYMU1aUZt7Cc9K5aSkhL2bwAAgJAg4AUAAIDV+o9uVvW0lXri5XvV3Jq+TYSJbQ2VemryOR6ODAAAAAgeLRoAAAAKELc2DUGontaofqOb1CqpuTX59ysTP6+fN7z4A4swqncBAADCg4AXAAAAoVQ9raOad3tDlTSt499tDZUBjyr8aM8AAAAQLgS8AAAABaCCt7MrZk/o9Ls19U2+TdLWb3ST+o1u0ocPTtYrDf6/Fs2tjUatIirLalVZVuv7eLxGuAsAABAuBLwAAADwVKaJ0Bb5/LgHfmWBJn7F5weRtGrvAqOAd1zFLP8H4wMCXgAAgHBhkjUAAIACEIYhStifAQAAwoeAFwAAAL5bU98U9BBggIAXAAAgfGjRAAAAUKC49OGdNGNE3vdda0HAW1lWq3EVs7Rwx8ygh2ItAl4AAIDwIeAFAACAkUkzwjdhWDrDyicHPQQrEe4CAACEEwEvAABAgeJSwRsVBLzpEfACAACEEwEvAAAArHTF7AmSpNYR2YPHVXsXpP39+nm1Wj9veOL/D2p+2uUmzRgRmQrlfBHwAgAAhBMBLwAAQIEIxvwxtK7qk58yV9yu2rtAza2NxRlQhLEPAwAAhBcBLwAAAKx09enpq20lqaZugC6fPV6SCHg9QIsRAACA8CLgBQAA8AB9eKVFcxu1tr4p7W1r6rcUeTT+qSyrVWVZ9nYOJsvYpL29nUpeAACAECLgBQAAgCfW1jcVLchdU79FV58+X9XTVqp6WlEeMiGqk7QR8AIAAIRTadADAAAAiAKCMYRd3CvQAQAAwooKXgAAABRdTd2AtL+PUiuHMKKKFwAAIHwIeAEAADxAKJaboXVVmjSjc4/ariZWO/bm59VvdPoev/AGAS8AAED40KIBAAAAgCTaNAAAAIQRFbwAAAAeKSkpISAztGrvArXsaOz0+4kLOv7d3lClpTeeWORRQaKKFwAAIGwIeAEAABBZ1dMaVT2tc5CcbFzFLFWWdW4XEVcEvAAAAOFCiwYAAACPEIrZYf28Wr1643htb6gKeiih1N7eTiU6AABAiBDwAgAAIFK2N1RpW0Nl0MMINQJeAACA8KBFAwAAgEfiXsE7aUatNFdaU78l6KFIkrZ9UsE7tI5KXgAAAEQXAS8AAAA8MbSuSkPrqjwJePuNbtLEBY9o/bxarZ83PK91rJ83XOs1XBc+OaXg8cSN06Yh7ictAAAAwoCAFwAAAJ6pntaoiVMfCXoY8AABLwAAQDgQ8AIAAHiopKQkNv1L19Y3aU19U8rv2kY0SSMCGpCF0m2jdGo+qX62SVz2YwAAgLAj4AUAAEBe1tQ3adHcN1J+Vz2tSdU+BbxLbzxRV8yeoLuuec6X9b+46zaj5cZVzDJeZ7ptlNaMEdYFvBJVvAAAAGFAwAsAAOChOFXw2m7SjNyS5ubWRp9GEl4EvAAAAPYj4AUAAEDRFTJ5mqlJM2p9XX8ccLICAADAfqVBDwAAACBKqHZE1LS1tQU9BAAAAHSBgBcAAAAAAAAAQooWDQAAAB6jD2/hMvXPtXEisqhrb2+nFy8AAIDFCHgBAACQ1cIdMzv/cqo0cWrqr9bPy73v7aQZI1TjCm7X1DelXXbR3GAmQtveUKWlN54oSXpK8zMuV1M3QJfPHl+sYRUNAS8AAIC9CHgBAAAQiJq6AZ/8W9WpMveua54zWkemSl94i4p0AAAAexHwAgAAeCzOLRrWzxuu9fOGGy69RZI0tH5/uJtrhe6iuW9kvW3SjBGaNKNzZfGqvQvU3BpMRXAYUcULAABgJwJeAAAAeCa5onZtfZPW1G/Jep9Fc9/QIj8H1QW/A96auirJoMrY3aLCRgS8AAAAdiLgBQAA8FicQ7DkStk51ywOcCTeGVY+WdvLq7RU2cNqt6Fp2k+EFZOtAQAA2Kk06AEAAAAAtqssy33yuCiKa+sRAAAAm1HBCwAA4IM49+HNxbE3P591maU3npjXuvuPbpbU0YahuTWvVcCFfRoAAMA+BLwAAAAITL/RTb6tu3paY2L9L+7y7WFip62tTaWlXAgIAABgCz6ZAQAAAAAAAEBIEfACAAD4gImoEFXOZGsAAACwAy0aAAAAkNVZfe4LegiBGlpXpZ8+OSXoYVijvb2dkxgAAACW6LbggwuDHgOQs8PLT9aYikuCHgYA5OWRD75qtNw5ff/H55HAT4WGX82tjV3evmrvAqP1jKuYVdA4wqb/6GaNuXlx0MOIPKeKl5AXAAAgeFTwAp9o2veG0XJV3Ub4PBL4afGOW4yWG9/nhpzW27j7YaPlantOzWm9QC7YD6PlxV23BT2E2BhWPlmVZbVBDyN0CHgBAADsQMALfOL5j281Wi5bRR0Bi92yVcTla+We+UbL8bp7w6+gPqycE1S27Ye8Th1VvPQqtV9lWS0Bbx7YtxEFP//2s0bL/d87TvZ5JHa48tSHjJa78+lzfR4JACAXBLyAx2wLWKKGS9sh+RfUh5XpCapii+rrxBUfxTdxwSN6avI5QQ8DabS1tam0lHmbEQwvCivW1G/xajgAAASGgBewFJVvsEnQgZbp4wPF4NUVH24Ld8zMZzhWmzSjVpO0vzL2rmuey3tdV8yeUND9w8b0BEnQlcdU8SJIFFYAANCBgBeh1N7ertbW1kAe26vHzbYe0y92QW0H2xW6XfzarmF9vUwDrbP63Bfo47v5tb2LFbzEZT+0bTxeierzysXQuqqsy7x64/hOv7t8duffVRqsK1dBh6NdMe3B7NdxNxdd7etenbiw4XkivLw4HnNMT1Xs7XH16WZh/k+fnOLzSADATgS8ANCFKFbUoXBhCl4A221rqOz0O6+C11dvHJ92/W5XzK5SZZ0nDxlapn/vOK7BKwR2AAB4h4AXCEjYe1OG5dJRAMgVJ3biiYATABAlq/YuMFpuWPlkn0cCoBgIeIGAmFYAer2+cRWzivp4fBH2h2nAbvrBzqv9ItO4ggr63c+fD7Bd48QNomBbQ2XKhGz9Rzcnfp/Jmvombd/V0QKi3+gmfwdoCdO/D0HY3tC5Hcfais6vi0kLEFtxvAWCFcUK8nxPUPP5GIgGAl4gIsJeEYzceH2CwCuZxhVU0O8OMLIFGnE/IcGJG2+5v2gFtd0yva5endixXb/RTaqe1thlu4ZFc9+QdKIk6dibn49FyJtvwOv+vOFHALn0xhM7/06dJ9gLU/DixvEWgC2yBcMch4BwIOAFAKDIwv5B2ZYTSnG99NAdqGV7PWx5vSRp0owROS2/tj41aK2pG6A19Vu8HBJy5A4mw348A+CvRXPN/gZNmuFvtbrpOAAgrAh4gU+E9RI4ekXmxq+KNb8CJF7faCl2KxU3r/ZTWyrI4xrwuvePMB0nkr/Ad/X6rdrb8UV80cuNWj9vuO/jAgD4o+MKiewmzaj1tXWM6TgAIKwIeIFPeBWoZAsSbO55Fwd+BfmFBkhhCmiQP68rKU33G2e/L3bQGZYWALz/gmHy97B6mkIb8Barx2oxWibYzl3pnUmYe/bCP1fMnhD0EKwSZOuTrv8unNPFbQAAAl7AYwS8/uJSUCB3QQWtcQya4L2JCx7JeFvyZGq2KVaPVVomSHdd07k/bzph7tmL9Lw4cRm34N+WlgkAAG8R8AIFiuslwqbiPrlPVDhBnU29PGE/Ju3IDdvDDuvn1WacjE2SnlLHzOuTZozwNQDJtdcyEEdBfL6++vT5RsvZekIhl5YJAIDwIOAFCkTA2zW+kEaDE8hzKXsHvytT3duZ4C8ainXJPopj1d4FatlR+N+4TO/3MPdaTpbP8csJ0WGHsAeayE9ykYYNhRnJV3PwuQgAOiPgRSh90PZmxmA1rkEq/BGXD5C2TJoVFjZ80YmSuASfxbpk3ybNrY2c6AOQFoGw3cJ27DY9EQEAUUXAi1D6oHWDPmx9K+1ttga8TuVNVC65zBS0hPX5xJ3fr1u29dsa3JkGcgS+hYlj8GmD5O0+rHyyL+/D5tZGes8DALLiO0TxON+X+fsMRAsBL1BkQV1y6XUAlWl9/5+9e4+Oo77zvP9ptSRb2AYbSUCABIRkWwaBMAFmATvZcZjoTAbwBXZjSFZLBieZNTMnAQ8ZIE7mmYmZZIc4u5MMBEL2JFGezYpAgrmFKA8xsDYhDmAjEFg2EuJmAraEZWJ8kdzq5w/Rrb53dXddflX1fp3DQW6Vun/dXV1d9alvfX92PZ+wVPTZpdQeuZnvn9MVvMXu35TgLnNHN2wHG8U+T2F7PYIu9f0cifUHdns62teg0b7sSZTmtI14MBpzmDwpbEt7o2eP7Zagft5KFeT9vWKTmdHjNp0pV5P5ubK81P1pAl4gWAh4gZDw244xFX2lKbVHrt/WB6cC6cT6k3jdwr6jW+xEkF97gHotcz2Du/b21Wvv2ouybr/qc8vU3J4d/PZ09aunz9okRH5WLOD18oTO6vWLPHtst3Dlx6Qg7+8Vm8yMgBde8+PnCkB+BLwAKkJFn1mCuqPmt0Aa7jC1JY/bCn3ud45tCP2JC0m6dv3irNtyhbulGOqen7MyeHbbsJpWmv/daPWEQ1C/V+A/g73Dlpar9LNdrPIWpenoXJD82YTvo9TxAECQEPACAeN24GHK5VRh4fWBdubj+60i0avXL3EiJPPzacKBjp8QSE2yut74KQCvj7bmPJFT7Lmes+5J7c0RsuZ67pWGPrns7au3/T4B5Hbbmk2Wlqv0EvtilbcoTWql8vh+a+G5k99fVE4DCCoCXiBg/HRA7wa/BEJeP77p/BYkZ6r0REi+kCvz887nvzx+O3ER1IA3c7xWrhDZ29egoe75WbcPKSOg6VzgSMBrRak90ovdj9sy1zcT16sw9OwFwsTE7QwAmI6AFwAAw1kN9KwuF5YTCn6dvCeMV0YM9g4rWpt5+XWDFujbaVV756x7UrPbrF2mbYpSeqRvW7tIr0c35/ntVF9aN3vU+iHgDUPPXqBUVltNNK3c4fBIAABuIOAFKpQ40Cn3UmurwYLfe90ymQi8YFpw5zflbte8DpAT4/Zr4G3S9t6tqyAGeof1/3VnX37tRWVmR2drzkt4/9/f/7225piszU57++q1V3scfQwA9sjXCuL6i+9zeSS5WW014Yee4QCA4gh4gQpVGvBaDT5Nv2S4GIK2YCoW6lhdbxPL2b2e+P3EQuL19erz79cewaWO261Atdj67WWwG4bJ2NwKq+ujrbpk5qqy7nejzAiGgFSV9rSF2fy+rwQAmETAi8Aw8ZJBK5wOboLYq9ENYXvdTNm5N6lyEdZV+jnw+koGp1siFNvOOxXk7xzb4PvP1EAv1axhZ/XzmbodGeq2tk1hsiXA+SKM9IrmpXmXW7Lh/ooep9CJiNTvwkLfi3a8FlYruFPHW+i4YzRlItFC4/OqzzwAcxDwIjC8DtrcvsTX6uOFLai0i+mvm9UDXqvBrVM793ZNLmQaUwJxU1T6OQjLlQxuy7cdS7zeYer129O1XXO25u/TmtrXd/C8YQ6UDWL1+yN1uY1d+UOkVG4GvH7tCZ7J7v0PPwv6VQ9uc3Ldt7reetWyqdC6tPErqduz/Cc9qbQHQMALoCCvAhW3D3D8Fhz5JTAtZXIhL5XaasX0A3CgkLCuv3v76q397jwXBoO8gnriwfSAySq79z/8vD3Kt8/QtHLqOeU7AbpzbIOldSIMQXlCmJ4rADiBgBeAkfyyk5fvQMeUA5ZEsGr6AaNdyn2elfbSBvzE9BMuprqg7kZtVfZEcF4x/UqTcvnlBCaKu33NZgtLLdLq9fmr6/0oddKyjpm59wfH9/drJObWiAAAYUDAC8AViSoFvwS3VuWrvghLoBpWmcGK3wIUwGmDvcPq6epX08phaYF997t17UX23VmJmtsbdO36xZ49fqZKA97M7ymCf9jN7h7aLe2Ntt5fPh2dxTdanBBOV7gaeb5r4wCAMCPgRWDk29FyK3hxa3Zuv8pXkUMvN3cEtdKrVHYFGKUGvJkV3VSolcerQMq0IKzQJb8mGejdo4Hees1p8646r6W9kYnaAmjjMms9dhEsblX6WunNPL6f7/FUhfdrghfwEmgDMBEBLwLD64DXbV4HDHYh6HIHAW9pEoGeXZ+zSk9QWH1fTAv44Ay/BLwJhXrfOs3OcHewd1i3rSneoqGlvdGoS84zt2P5TjSz/QfCycq+TlgLVPIJW6ANwB8IeAHk5FSAHJRgOqiC2krD76wGLwQ0/sbnzgypIa7bs5J72QKC7QcQLLSaAIBwIeAFiiCQhJfcnk2ciupJQZ3FvVRuBT6mV5i79T1gyuSMpSpn3E0rd1habqg7XJVQze0NXg8B8D1rk7u51/LBK7SaAIBwIeAFXMaZcpQiKIFrvkv7Ku3N7JSgvO6VClvAmy+oDOr6UOyS25FYvyOfxTltI2mzzOcz2tegIS51BYwz2lf8RMRg3bALI8mtktYsXu9/mIqCFwAwHwEv8AG3dlwyg4zEAXYiQGDHEmHi14pF+IvV1gf51ke/HNgmAvCgnEhsbm/QBR+0LLDS+xbIVKxSvNBnxdQrBkzohbp17UXFl5E/P7NBPaHnpSUb7k/+XGjS0of23698Kl3v3dzfLPR88ynUW39O20jRv2d/GoBEwAsYg2DXGcUO0IIShARN5o5qqQdcfgnkrDKlwtU0Vp9vYn0q9jom1jOvXsdK3+egBbwSLQtQmWKV4jvH8v/e7u1AsQDGL8HiBXU3aqO2ez0MY4Xte9gv3Oxxv23tVOuP16P524WktgjMg1TKAAAgAElEQVQpFPAuXFe85cglM1eVMEIAQUXACyDQiu1oJ34ftEDQ7zJ3xMP+/hDw5lbq87X6OiaCGLcrYnif4WdWT1QXC1qsBDF+CRivv/i+lH/lbzfynUeXG/M9Z+19dKd1Svrrl5/bkyEWYnX7zKSawbW3r37qZ5XfLgQASkXACwAlMPUSqMQlYKYcIAJ+lgg4/HoAbtcl3PXR1oKX0yaMxPqzbl+gb9syBuSXGSR5XbltVwWqte9ZfwS8fmTtfbQW8F77QYsVZDN1fxIA4F8EvEDAeV3plRmQONWKwmqwmS/4qLRHJ2AyuyrrwobWOeVrbm/IG+6MxPq1W9ZmuccUTuDBb2ixEj7sRwCAdwh4EVhuB5tWqpy84HXAW25A4vYOotXKIwJed1n9HJW7nucL/E35/NrFL70d/c7U7wEv7BzboPq21pzbzNmxBu0+6MGgbNDS3lh0GUIt5xW6JD/MnzvAa2HZTy50nOKXFjIAgoeAF4HlVaDh9oGFCbMpO4HelygF7wtglp1jGzSvdplt2/Jr1y/WbWs2WV6+pb1Rze0NGuwd1kCvPT0Qm9sb0ibFMVVQ9wvgP4X2iVlPzcCJyfJkfrc51SKHimgApSDgRWCFtWKt0h2MRFDm9g6fX3f0CYYRJPnWZ9Zf+E1ze4M6OlvV09VfUcBbaJKnjs4F6ugMR7UazDDa16DBuuGiy1FFDrgrff9pqW33G5aKaAD2IOAFSmR6EGlXwJspcwcjrAF6JqcDXs7ceyPxuoetB2uxgNdvrUzsPjFl+vbfdIn1q9h6lFjfTFmPAFNsXXuRtqp4JXuhFhZhwORucNLta7J7yI/EzL+6A0DwEfACFSo3QPBbRVxm0MglXM6iMtgdrMelsRp4OxWE5gsGwxYEFnsfSj1B4daJJKvbtUdvSlQfDksfTMZGRSKsKva96NSl1F49jhfmtI1k3ZbYDptQAFDJ9iLf9jBsJ3yRX+6rQupdHwcAZCLgBTySeQAS9grZYgdCYQsyCXiBbPkOsMNWWWv1+8Gv3yO5Dp5LDWx6urarp4uJbpyWWslWqIJt4brsijenmPK9OPk9bv1SbSvbsY3K3zKkkEKtRlJZrfzN9X5eMnOVJOmh/T+0PjADhe2EodfC9v0NAE4i4AUM4bcKWas7ZFafR7FA069BhamCvkNt9/oJBJ1J29glG+7Pum1P35OSLqrofjs6F0gSwa+N0sN4f1SwmRIAw1+CvN4M9k71dR49mP9k2uy2qeVoIVbcOeuezLqN1w2Akwh4AfiCSeFDEPmtt6opgh6UlyszOOd1MttIrN/S5cdB+PwT7nojrKFGrpMVmUzbPma+V162JjChl3Bi/6jY9s/P28fb1qT2dc5/Ii11ffbz83VLaiCe0DyTdkMAnEPAC/gcFYiwg9e9VRNYnwGzXTLzx9o5tiHQ/UVhP8Ig/3DrvfLLiUBT9o/KxbZ6it2tSgDANAS8AALJ6o42O74IAyaNgR1GYv2enoRpWrlDo30N2tvnj1YAdiMkhReszhHB94mZrO3nWu8VbTKrAa7pCKIBlIuAF6FFsAfJ+nrAgXVuVsMeuytbTK2UcUqlvf9Yfwsr9fUlyCgs8Xraud7NbhvW7LZhDXW3hjbgDWubA3jL6hwRtNIKvrDtewGA3xDwIrCKHQgR8KIUfjlwCfIkIGHG++qsUl/fUrcHYTsoZn0FkNju0XoJYcV3IQC3EfAisPxesVZsp8DugLrSnRDTKtrcOqAwbefNL0E0zGDa+msKAglzzWkbllam3+ZE2wYufYWJWtobvR4CchjqblVPbfH9r6aV2cvwPewP5Rx38d4CcBsBL2CofDsFTgWple6EhDVYNG3nLazvA8qTuf7m276YdgLHqrBVzpouc30bifWXvM1KtGpIZUrbBq9a1oSd1eDFtO/rcqxev8jrISCHoe75GtL2osstWXF/1m1BWC/DIHU7c866hrzL0UoHgJcIeIEKZR6o2VX5lS9QqTTA48DSH9jhd4dTn1+/cvoEQaVXHlR6ZUbQT4BkHlh6daC5c2yD71/r29dsJkzzCVMDXr7HETSpxyZhDjIzTzKmap6ZP/wFAKcR8AI2s2uHx+8Hx5VKHBiFtVcyB4YIoko/z5VuX/1aiWxVZgBuNRB34vvGze+wppX9alrZr9f/cVXW75rbG9TROfU69HQVr7Kzw7a1+cPh16Obkz/7PUS+dv1ir4dgLJO+x2k5AjuE/dgEAExHwAvYzO+9f02ROQu7KcFMosKTSmjAOWGuDPJKvu8uPx3Qf+Sffph127gkyf3tdaGWEXu1x8WROKu5nWo1wO/mtI0kvwP8tM33E1OvNAAQLAS8AIwWtsDcqx6OYXudg87qAZqp77up4zJFuZ9/qyfKUgN2P7YtmZx0bSp4TJ38qKW9UQO9wQlYg4ggBEG1cdnStH8v2ZDdkzeXni5r3+mpVyuUYuG6zbpk5uQVEA/tzz5RhsqxXQPgBgJeB3xi5q1Fl/nDwe/oT7E/ujAa5/yHo9ZoRtUJBZfZfvhuvTX+jO2PfXx1u5pr/srSspVeEkylJsLAlIpJv37eTJtcyWqQZ/rrbdrr6jSnn0dYKrMyJ12zMvkRzGFaEGLaePwmKNtnL1ltLZMr4GW9zJavZUkiSM8VqA+NTb22TSvD8V0KwH+MD3iPiX5E59b9XdHlth68U3tjAy6MCCaYFpltucIrrD1cg6bY+11ucBH2Xr+oTKXrDcFBOGRun4JYoZwa4rA9RZBYXZ+LLZcZdLL9L53TlaxBFKb1p9Je04WD9PnJn5wOeOmZHT5VVVWKRCK2328sFrP9PmE24wNewC1h2gHyo2IVpuVeRpx43xMBTFgq3OwS9socAt5wywxq820/Miuqg/q5YfsJWMf2v3SVVLLCusxWEjmX0X0EkQBgGAJeB8ViR3TGGWck/71hwwa1ti7wcETOufTSS/Tyyy9Lkr75zW9q+fIVHo+odOxAF2bKJGdOSQTIfuw36SUOUBFmVgPesAj69wSCoZxe1AAAAKbzVcDb2/ucPv3pTyf//aMf/UgXXHChhyMCwiMowUVQK+cS3D4gJeBFmNGKoDKjKROhFbM3x7L0QUQ5grI/45Wg70eVo2nljrT9HKuVxuwb+VOu940rAWGXJUuW6K233ir773t7ezVt2jQbRwQ/8VXAC/iB1coQu3owJgK9sFROEagUFpTenkGtsDJt/c18nTNfT6+2K1TSh0dmcDva15A2QVohpgW8qcHXRt3n4UjCxamQzA/bocHeYUvLNbdbP5kS1O9fJzWt7FfHzKn9LwLeYHv0puzP00hs8rZHtTl528J1m7OWAwAnEfACNrN65rbYclZ3nIMS6FllNSAL2+sSNEGtgDAt4HV78i+vJzVMPD+v16/M5x+Eg/xywrDZbcOa3ZYeUG1bu8iuIRV17frFJQVfMFOYv+9vW7PJ0nKl9Er1evtoh4f2X02lcZkuqLtRG2UtoA6rgd49OW61dmISKEVTU5MWL15c0t9Eo1GHRgM/IOAFDJXvgMX0ihK7elIWqywshsoSwHuZB9hOBbyZ28V8B/am9Np2OuD1+vlhMjyGO6xWnBL4wVTXX2xOxf/kfjwBL2CCtrY23XzzzV4PAz4SmIC3vnqezqn7Ytpt8UhMhybe1dtHntNrh5/QybUXaHb0FM2o+pCmRWbpYPxdvRd7XQcnRvRu7BW9F3tNccWTf39UVYOOqz5L9dH5mlZ1jKZFjtaExnRw4l3tn3hbe2OD2j3ep5gOVzz+iKo0O3qaGqvP0OzoKaqNzFJt1SyNx9/XwYkRjcZe054jL2pf7NXk35xYc64WTPt0xh1N6E+xP+qdI9v0x/GtOrHmPDVWn6FpkVmqiczSER1Iub8+7Yu9VnBcUdWovnqBjq9u14zocZoWOVpVqtHh+D7VRah6QbbMYLXcoMGrChK/HAAmXh8ObCdZXV/CXOkFlMPKyTKvWnlYmem9kGLVjx2dC9TRObnNsBrAJColw1gZbPX73oTvo6Fua98FprUBsUtPV/7nNTQ29doE9fkDXgnCFTvwj0Q1bzweT/4XiUQUiUQkSZFIRPF4PG2ZTJnLZ95f5rJVVVVZ91Ho8QvdXyH57qfQc3HiPkwTmIA3l0g8qrpIo5pq/kJNNX+R9fsZkRM0o/oESdJpko7ogP7v/n9WTaRO86ZdpuOrF2b9TZVqNKtqhmZVfVgfqj5P86a9r8HDPdo1/vu0cLgUx1WfqbnTLtX0yJz0X8SlWh2t2qqjdUxVk06p+Y8ajm3XjkO/1KH4aO47i1dpVtVJmlV7klpqL8n6deb97TnygvoP36ex+J9yjOssLZi+QtWakfU7wt3woBLMXna9nmHpuWwVQXc6uyrpg6bUz1/m+hLG7aGfT4p0dC6w3AsT5nAjABnqnm9puaAGnIU/F1OvTVCffynK2QaW0hKjFB2dCxy5X7iHgBeVmJiYKPj71MDSyu2J36X+P/E4xf4mNRAtd1zl3F9VVZXl5zIxMZEzpLXjPkwV6IC3VLH4uOZUn6Yzp/8XVavO0t9Ua4bmT1uh42rO0vMHf6Ij8UOWH682Mktn1n1Gs6uaLf9NQ3SBjp7xd9p24C7Lf1NIY/WZOjr6YW09eIcOTIwkbz99+n/Sh6rPt+UxvMYXaTCEMViB+/JtL6y2FEgEgl6vr3ZV0nvNq4CVFi+F7Rzb4IuTBh2drQS8PpS5Hc73uU/dLo/2FS88GKwbtrWy2uue4nCHSd8HiSsK4AyrATrfK/BCKVWplcpVhVvo8aLRqGKxWMWPW+j+8lUHF1JVVZUVGJfaozjXfZgskAHvfff9UjfddJOqq2t0xx3f16JFk33Qnnnmad11113atm2bDh48qDlz5ujKK6/Uf/tvqyVNVvAunL5K0uSKE4sd0SOPPKLf/OY3evHFFzUyMqKamhqdeOKJWrRosa666kqddNLJkqQ5VS1aWPd5PXPgNktjPLrqFLXU/aWqdVTytjfeeF0PPfSQNm3apDfffFN79+7VjBkzNG/uPF1y6SW6/PLLFY1Wq1ZH65y6L+qVsd9kPefp06frrrvu0nnnTYazW7du1d13d2vbtm165513VFdXp/nz52vFihW67LLLFIlUaVpkthbWfVFPHbhVE/FxNdd2pIW7w8N79POf36PfPvqo3ty1S4cOHdRxxx2niy5apP/6XzvV1HRa+W+WCwh4yxPWAxa7Qgs/V72FmdvbC9O2T1SGT6r082vKZG7FVLL+mf7cEC5b115UfBltsrWyMvH5MW07HmQdnQts3z+1en+8z8H20P6rpRXFl7tk5o8JeOELv/zlL3XzzTerurpa3//+95OTtT399FQmdujQoZRM7L9l3cfrr7+uhx9+OCufmjt3ri65ZDKfqq6ejBSj0WhaCJp4/GnTpumuu+7S+edP5VPd3VP51FFHHaX58+dr+fLluuyyy5IhblVVVfL+MsPdI0emcrqXXnpJIyMjikajamxs1HnnnaelS5fq3HPPTf5tYmyF7mN4eDiZ9S1evFhXXXWVTjrppLTH90PIG8iAN+HIkXE9//wLWrRosX72s5/pG9/457SzHrt379ahQ1MVtzMiJ0iaPOPxwgsv6KabbtTAwEDafR46dEg7duzQjh071NX1E33pS1/SqlWflyQdXfURnVab3Qoil9ZpK5KPtX//n3TrrbfqF/f+QkdiR9KWGx0d1R+e/oP+8PQfdM899+gHd/5Ac449VjWRmTqx5rys+z106JCefvoZtbW1ad26dfrFL36R9vvDhw9ry5Yt2rJlix544AHddtttmj69TtMjc3Ra7Sc1GhvSqbUXJ5d/5JFH9P/84z9q33v70u7njTfeUHf3/9EvfnGvvva1r1l6zjBDsYPyRDAR1oDXroArLK0AwsKpAzvTDhgztw+Z4wvrdqFUpkzmVoxp6580WaGW+B4a6B3mQBpAUkdnq8b323tyiYA3m1MtJgC478iRI3rhhRe0ePFkJvbP//zPab/fvXu3Dh48mHbbn/70QT71i19kVdKOjo7q6aef1tNPPz2ZT/3gBzr22GMl5a4ePnz4sJ55ZjKfuuWWW7LyqbGxsax8qq6uLtm2IR6PpwWzzz33nG666SYNDQ1lPdb777+vV199Vffcc4+WLFmib37zmzrmmGMkpVclv/DCC7rxxhs1ODiYNdadO3dq586d6urq+iDrW5V8bqk9i00V6IBXkvbtG9VvftOTFe4mtLS0pPxrcoV86qnfafXq1ckV/aijZujccz+qE088SUeOjKu/v199fX0aHx/Xt7/9bR0+fFjXXvu3kqRTpv25rLXinXys1157VV/84t/o1VenVtDTTz9dCxYsUG1trYaGhrRlyxbF43G98MIL+tKXv6yf/OQnikQimlV1cs57Hhwc0DXXXKOtW7eqqqpK5370XJ3adGoy3H377bclSU8++aRuueUWfeMb6yRJJ9f8B51UM1W5+/DDD+mGG25InqmIRqM655xz1NTUpPHxyddh+/bt+vrXv66amhorT9o2h+OjeYNKKicn5evBWSzALDeYNOkSNrgnTAc8TjD9wLLcgDeo22HWd+c1tzeoPjp1GX1PmfdDr0rkc0HdjdooThwAVt2+ZrOl5TJboNBSArBPohK1HKOjo+rp6ckKdxPmzp2b/PnVV1/V3/zN3+jVV19N3rZgwQKdfvrpqq2t1SuvvKItW7ZIkvr6+vTllHwqX3uIgYEBrVq1Slu3blUkEtG5556rU0+dyqfeeecdSdLvfvc73XLLLVq3bjKfymzJ8OSTT2r16tU6fPhw8rYzzjhD8+bN0/Tp0/Xqq6/qD3/4g2KxmDZu3Ki1a9fqe9/7Xtp9/O53k1lfotDzqKOO0kc/+lGddNJJGh8f144dO9KyvkOHDulv//Zvk+OxqxWFUwIf8O7atUu/+tUjilZF9YUvfkErVlyuD33oBI2OjurFF1/S+eenV8G+8847uu6665Lh7qc//WndcMMNmjlzVtpyvb3P6bovX6e3/viWbrvtNi1evFhnndWuSLy0D11NTY12794tSVq0aLGuu+7LOuOMtrRlnn32WV199X/V+Pi4/vCHLXr88cf053++RImQONPDDz8sSfrYxz6mr3/9H3XyyVNB8Pj4mL7+9a/rvvsmZ4O+99579YUvfFEf/vCHFdX05HJvvbVLa9d+LRnutrW1af369TrllFMzxvaMbrjhK3rrrV0lPe9KvXOkV7uPvJDzd1ROTnK7B2dQAx0UFtbAy65Kb9MD3kxWJ29L3J7Y7gRlu2zK+xBkTx38VnJ9aW5vUEt7owZ69xT9u5b2RtvDhJ6u7VQQB9Dkdsyb9/X6i+9L+dfSvMst2XC/84MBLLKyDc61XNgDXo6NYIpdu3bpkUceUTQa1Re+8AVdfvnlOuGEyUzspZde0nnnTWVi6fnUIn35y19WW1uufOrqD/KpP+ixxx7TkiVL8j7+r371K0nS4sWL9Y//mJlPjetrX/uaNmyYPCa699579cUvTuZTqYaHh7VmzZpkuNvU1KRbb701a2y7d+/W9773PT322GO67rrr0n73zjvv6Prrr0+Gu//5P/9n3XDDDZo1Kz3re+6553Tdddfpj3/8YzLra29vlyTjq3gDH/D+9re/VTwe16233qpLL70seXt9fYM+9rGPZS3/3e/+m0ZHRyVJF198sf7pn3Kf5WhvP1vfv+MOrVixXLFYTHfccYduv/37lscV0yFFNV0nnniS7r33Xo2MDCf75mb66Ec/qquuuko/+clPJEkPPPDABwFvfp/73Of0D/+QXVFZU1OrtWvXauPGx7Rv36ji8bh+/cgj+vwXvpC23P/8n/9TBw8ekCSdeOJJ+tGPfqRZs47OMbZz9eMf/0iXX365/vSnP1l67k7LDBzc/nItVslK30JnELwEi+kV4W5/jvMFylZfp8zlyg2o7TpxZPr7WynTWzP4yer1i7weAkLMq5NTVreRLe2Naf/OF8SlB8v2j8NvUitSR2L5tzEL11mrXEX5rH5fmnSi+Nr1iy0t11w32eoidX3bpvzrVOr3ndX9TEJkWPHb3/5Wkj7IxC5N3t7QkJ2JnXTSZD41PDyc7Jub6aMf/aiuvPJKdXV1SZrMpwoFvJJ09dVX68Ybc+VTNfra176mxx57TPv2TbYFfeSRR/SFjHzq3//935M5XX19vX7605+qoSF74tTjjjtO3/jGN3KO4bvf/W7yPj7xiU/krWg+++yzdccdd2j58uWamJjQnXfeqdtvv10SAa/n4vG4Vqy4PC3czWfv3r164IEHJE2WX//TP/1TweXnz5+vxYsX6/HHH9emTZt06NBBTZ9eZ2lcr439X51W+0lJ0mmnnabTTis8UdnHPvaxZMDb+1xvwWVPPeXUtHD3QHy3Ro7s0HHVZ2paZLZmzJipT37yL3TPPfdIkvpefDHt7/ftG9Wvf/3r5L+/9KUvJcPdCY3pj+NbVR2ZpuOrF0qSPvKRU3TCCScYE/BmBhdu7xAU+6Lli9gZmQGv1QArqAcvfsfnJF2lgbJpr6fVz6dJB3ROSlRyl3uiqpJA2ckq8nm1y9L+juAbsMbqNjvzBEi5QW6l43CTHd8L6UF4fcX3B+dlfn9Uuh5UciVWZiuKYqxWQKdiPwmS9OCDD+rBBx+0tGx3d7fOPvvsvL9fsWJFWrhbiNV8KhHw9vYWzqdOOeWUtHA3Ho+n9dadMWOG/uIv/kL33nuvJOnFjHxq//79uv/+qStb/u7v/i4t3E0ErvlaREjpWV8kErGc9T3xxBPatGmTDh48mOwNbLLAB7zV0WqtXr06+e9dR57Sy4ceVE1kluqqZqu+er5OqZk82/D73/9e4+PjkqSFCxeqvr74xvv000/X448/rvHxcT3//PM6//w/szSu4VifNBbXqbVLVKXi/WtPPPHE5M97hgt/SdTUpt/f79//tuKK63D8PbXU/pUkpZXFj4wMpy2/ZcsWjY2NSZKmT5+ujo5PJn/3/MEujcR2SJKOn7mw6LhhP6e/yO0+AC823nzBVaWXwFMpDQSP2wcyblUWVRrwWpVrnH5rEwLAPQ/tv5oAyQVMauY+jhMQJtFoNC0Tm5iYyFmFGolEsvre5nPSSSclfx4eHi6wpLLma0q0AZ2YmEg+Xmo+lXl/zzzzTLKFak1NTVpQndkTN9ELOFFpmwhkM7O+XNW/mU4//XQ98cQTyazvz/7MWtbnpcAHvE2nNaWtLDsPP6AJHVEs/q4Oxd7V8TVTZzn6+vqSPz/77LNqbZ1f0mMVW7EzvTH+pI6NztXsaOGzI5JUW1ub/Hl8fFwTEzFVVRXv93sovlfxD2Z9i8UPJW9PzCYoKdmDJOGFF6Z62042rJ6sSj4Y35MMdyXp/Ym3NaPqhKJjMAUHsWYysTrEz8o9EPPjJXKpWI+ckW+9YDvpjFInDw3jAarVCsXvPLr8gxOF1vblEgGL3RWQYWLq90MuYZ+Er6NzgeX9YgDgykhvNDU1afFiay1BGhsb8/6uqSk9E8vXYiBRWWulSjUzn4rFYpYmgcv32Kn5VOokapL0/PPPJ3+eO3euZsyYkfe+Es9BUtrEb6lZ39atW9XaWtqxY2rWZ3KbhsAHvKnG4/s1ET+SdltU05I/v/vuSEX3nzirYMX0yLE6e8Yq1Sq9r+2uXW/qiSee0EsvvaSBgQG9/fbbOnDggA68fyBtOasrVCx+uOgymXe1Z89UhXBq5fCBidICbNOELeB161JYPx3Q5WLXZFlWWX29uJS5NFZ3KNlBtYdfgwHTt1f51s9843Z7++UWqzO2FzMS69c564rvu9j5eR/szf14pV7SC2eFffKnjs5Wje8P3wkiN4XtuAPBFsYTyiZoa2vTzTff7Nrj5Qpod+3apccffzw7nzpQXj5lReZ95cunikkNqkdGKsv6MosiTRWqgHcsvj/rtoim3vTx8anw96yzzirYwyRTNBrVoousTwQyd9qlaeHuY49t1J133qnnnnvO8n04JbWX7lF1RyV/Hou/78VwYLjEF77dFZRWd3gr3TE2bYclqIGNKUx7v1EZAntvzKtd5mjVfDn9CvOZ3VY84G2eWXr4mqgA7enannb7bWs25VyeS7DLZ+XEzOvt7k2GVW5wV0pFOfyPgBeAifIFsZmtGTZunMynivXXdcP770/lUHV11ua8ynTkyFTWd+aZZ2rhQuvtRquqqnTRRRcl/21q9a4UsoA3lyOaqro95pipwPWss87SzTd/1bHHrYtMNvQ/cmRcX/3qV9OaRkvSUUfN0Ny5LTrhhA9p1qyZOnLkiDZscKdiavr06cmfxz7oUyJJEVnrx4JwSQQsdlfG+W2H166wgwDSGWELzssNPv32Oln9vBSriDe9stcudl4ZEPa2KIkK0MyA106cwLAuc7IxJ5Ub3E1urwh4/cRv+6KwX1j2D+APid61+aS2JChF6t+Nj0/mU4kJyRKOOuootbS06EMf+pBmzpzMpzIzLKckWjJIpV01n9pu4uijM7M+9yqj3RT6gDe1KvX4449P/vzGG2+UdX8TGrc0aVrCv/7rvyY/GNXVNbriiiu0YsVytbW1pfXY3bXrTdcC3lmzplb+fftGkz9Pq0pvJ1EdKe/sCRBEphxgJwIcdkjTlRuc+7VVhtXnG/aQDv62ZEP+A4uH9t+voW6L6/cqmwZkM074WeP3HvJesPNkXpArVfkMwk3pPeCXFvyOQ/ik9pYtpJyAN7V699Zbb02Gu9XV1briiiu0fPlkPpXawmHXrl2uBbz19fXJn996662y7sOOrE/KntTNNKEPeA9M7E7+nFqmvW3bNo2Pj6mmZrJ59Ehsu96beDP5+xodpZNrpsq0E7YevEPn1v2dpcceGRnWz372fyRNfhDvuusHuuCCC8t6HnZqOvXU5M+vvPJK8udjqk5RdaROR+IHVR2ZrmmRY3L9uSumR2brcPw9zx4fgJRJTJQAACAASURBVDvCduCeOAD2a49bv/Jb5bLpdo5tMCIYGeq2Vi15+/bNam5vUAt9chES91w6X7mqia0GSql9skdi+dugLFw3tRwBrzfcPOFr0uSFfj1BD3hpeHhYP/vZz5L//sEPfqALL/Q+nzrrrLOSP+/cuVPvv/++ZsyYkTPMjkQiWe0mpFxZ37hqaiYLM3OF57nuw/RwVyLg1d4jrygxz1p7+9k65pjZ2rdvVO+9954efvhhLVs22TNtTnSuDsVHFYsf1syqE3V09MM57+/M6Z+1/Ngv9r2oI0cmWyCcccYZRoS7ktR2Zlvy5127dumVV17RaaedpirV6Jy6z2sktkON0all4vGJkkrl7XBcdbveGM/d5y4TX/Bwgh8PVOAcu1od+DXg9XvAHoSDeNNYeU3n1S5LrvM9Xf2OtjsoZKB3z2Tf384F9MqFbXLtf1oJUP2wPU3vk12fdzl4z+r+iB3rXdgnL0yV/vlf6tk4gFK8+OKLyV61bW1tRoS7knTuueeqpqZG4+PjOnLkiB544AFdeeWVkibnwkqEs4Wql88++2wdc8wx2rdvn/70pz/poYce0vLly5N/l3of+e6nqqqqaJsMr4U+4D0cf0/vT7ytGVUnqLa2VldeeaXuuOP7kqRvf/vbWrRokRoaGlWlap1UfUHW38fjE/r973+vhQsXavr0Ok2LzLH82BPxqZVj3759eZeLx+P66U9/WsKzqszChQvV2Hic9uyZrG7+4V136V+++U1J0qyqD2tWVXq4vW7dOr355ptZ9+O0xJlmDszhhaBN7obK5DuAShwwlXqiyZSWH1Y5NdmiX2UeKHOiEYAb8p2gSL/0G9euX5z82esrODJP6Pq5gKCnK33f1krgG4bvy3PWPZn2761rs68CzoV9KrghNcxMDS9HR0dzLS5pMp/q6upydFypjj76aF122WX6xS9+IUn693//d33yk59Mtm7IDGQnJib0xBNP6MILL9S0aZPVnFNZ3x2SprK+xsZGSbkrdicmprK+urq6ZHWwySFv6ANeSXp9fJMWTPtPkqRVq67Rgw8+oF27dml4eFhXXXWVvvWt/65zzjkn7W/i8cmV5nvf/Z5efOlFdXyyQ//23e+W9LgtLXOTP7/xxht64IEHdNlll6Uts2PHDv3Lv9yiLVu2lPnsSldVFdWVK1fqu9+bfD6/vO+Xampq0qrPr1IkMrXi79mzW9/4xjf0m9/8Ju2sh1sSAUgQdwRgnSmVjqX2oPP6gMIUvA65+W2nvtTJFv32/Crlh8rs+mhr6N4XAOHUnNKOZfv+/C0m3BCsgDf9KoxyKnrdrmB344T67Lby1jG/neyHP6VmOHPnTuVTb775ZoF86l9czackafXq1erp6dH+/fs1MjKizs5O/Y//8T80b968tOVee+01ff3rX9eWLVt06aWX6tZbb03+7pprrtGDDz6oXbt2aWRkRFdddZX++3/PzvoSAfH3vvc9vfTSS/rkJz+p736Q9SUqfN3Ovqwi4JX0x/Fn1VL7l6qJzNTMmbP0b//2b7rmr6/Rvvf26fXXX9dVV12puXPn6YwzTteMGTP07rvv6tlnn9Xu3VP9e/e//77GxsZUW1tr+XFPPvlknXfeeXr66aclSV/5yg36+c/vVnNziw4cOKCXX96p/v7JM6Gf//zn9bsnf6cXX3rR3iefxzWrrtGDDz2ooaEhSdL676zX3T+/W+eee66mTZumN998U1u2/EFHjozrz//jn2vmrFl68MEHityrPzDbur+YEpgEeZIRJ1HJHCxWPwd+PWgpd/vvl4CX7RMA9nNhN6sV5E63yNm4LLtVwkZltwaiVQ/C6uSTT9a5556rZ555RpL0la98RXfffbdaWibzqZ07d2rHjh2SpFWrVul3v/udXnrpJVfGdtJJJ+mWW27R9ddfr1gspsHBQS1dulRnn322WlpaFIlE9Morr+jZZ59Nhq8HDhxQLBZLTg43a9Zk1vfXf/3Xeu+99/TGG2/oqquu0ty5c3X66VNZ39atW9Oyvvczsj4CXsPFFVPf4Z9p4fRVkqrU1namuu/u1le+8hW98MILkqSXX96pl1/emfW3dXV1+sxnPqMvf/nLqq6uKfmx161bp6uuukojIyOSpGeeeSb5gZKkmTNn6sYbb9IVV1yhPXv+wfGAd0JHVKVqTZs2XT/+0Y+16vOr9PLLL0uaPIuT2oohEomos7NTN9xwg+68805HxwXAWRzQmcHtVgd2XwHBiQ57WH3/M5fz2wmTkVi/do5tYH0ADJN5qT2AcPPriXlYMzExkWxRkMin3n33XUnSs88+q2effTa57IwZM3TTTZP51D/8wz84HvDG4/FkC4aOjg7dfvvtuvnmmzUyMqJ4PK5t27Zp27ZtaX9TU1Ojz3zmM/r7v//7ZLib0NbWprvvvls33HCD+vr6JEkvv/xyMvNKNX36dH32s5/Vl770pbQJ2WjR4APvHnlZLx66W2dM/7SkKjU1naaf//webdy4UT09v9Zzzz2nPXuGJcU1Z86xmj9vni648AJdcsklOvbYqckFxvSeanV00ceb0JiqVKtTTjlV999/v+688wd6/PHH9Mc/vq2ZM2fo5JNP1pIln9AVV1yu4447XpL08Y99XD09PY5OaHYo/q6mR45Vlap1/Akn6Je//KXuvvtuPfzwr/TK4KAOjx3WCcefoPP/7HytXLlSp59+hiTpvPPO07Rp03T48GHHxuZXVgMUuwO2cnt/hk1ih8WtVgF+C2DCxuugKbPVAYGpv5W7/bV6IJW5nB3b+5FYv6XtlB0tHRKP5ef1t6W90eshALbzasLDIMncrpl8BQdQDC2cgi21GvXUUyfzqR/84Ad67LHH9Pbbb2vmzJkf5FNLdMUVV+i4446TJH3845P51KFDhxwdX2oA/fGPf1y/+c1v9POf/1yPPvqoXnnlFe3fv1/HHHOMPvKRj+jCCy/U0qVL9eEPT80bFY/HFY/Hk/fR1NSke+6ZzPp+/evJrG94eFjxeFzHHnus5s2bpwsvvFB/9Vd/lezzmzoWk/kq4G1vP1v9/TuKLrd8+QotX76i5Pt/+8hWHT64T2fXfU5VmqZIJKJPfOIT+sQnPmHp7w/E92jbgbt00YybJUnRaHXe8b58+CHNn7ZcUkQNDY366le/qq9+9asF7/8vP/Up/eWnPpXzd6U+55Urr9TKlVdm3R6Lj+m5Q/9LZ9ddoypVq6amVp/97H/RZz/7Xwre35/92X9Qb+/zlh+/UvsmXvNsRylfEBi2M5t++6LPNymf24FruUGy20G0U0wPuE0JmhKvEwFvYcW2u37/vHghUVVbzLzaZb77HnDC6vWLvB4Cchjqzl43e2qzv3+K9QjNfWl59mXeSzbcX3RMYdtPDDu/B7yp35//6cH0391z6XyXRwOEx8aNG225nxUrVmjFCuv5UGorg8ZGa/nUpz71KX0qTz5V6uNfeeWVuvLK7HxKmqqaTQS0M2bM0Oc+9zl97nOfK3q/qRW3qc+x1KzP9MrdBF8FvG7YGxvUU++v1/zpy9QQPd3S34zH92t37Hm9fOhhxTRm6W/2Tbyq3kM/0pnTP6sqWe/b64a9sQFtObBec6f9lRqibV4PJ6d9sVf1Xux1Tx7b9IDKLX47UMk3KZ9fdriDEqQ4FbgV+1wmDrT88joSTFqT+X6We8VE2K50MK0ly0P7r5ZWSEvyHAfk6psYBn77njXJUHd2ADWUo9dmOZNAlcsP3z+jfQ0arPN20jGYofB+FQEvEESpIapp4vG4YrGYqqqqki0bii2f+C9VKfeRMDExYWzP3UwEvDkciu9V78EfaU60WR+qOUeN1WeqWnXJ30/osN6Lvan3Jt7UO+PP6b2JNwvcW37DR7Zr0/vrdHz1WTomeopmVp2gGVXHq0q1OqL39V7sTb0bG9Afx5/WKbX/USfXXKQqld7ntxwHJobVe/AnmlF1vE6qOV+zo6dpemS2opFpGovv1+H4Pu0ef15/PPKMTqw5X8dXL9Ssqg9JMnODAPglyC3G7mDGqxYidrMaiHr1PPwwyRbMQwX3pI7OBZKyLxvPF/x2dC5QS3uDajqHfX2puduBoNXtqGnBc67t+kZZm9QJ6bauvUhbtcm2+/PDtsm09RnBl1rxb/r+dYLVAic/nMhCfokQNRKJJAPQ1CA0NTSNRCKehMGJKtrEGPONz8p95At6rd6PiYwPePfFXtdv999gadmBw7+y9bH3xga1NzYo6Z6S/s7qeCXpSPygdo1v0a7xLQWXe/nww3r58MMljSPTm+O/15vjvy/pb96feEc7Dz9YcJnXxp7Qa2NPVDI0VxT7Ag1qBVe+5x3U55tPpcGaX3bAMrkdKDpVeer3iksC3nT5XgfTwwC3D3D8GvAm2jfYtT1oWjn5ujeN5W57lVmt2dO1XS3rF5dcndnS3lDeAAPCziuUcrc2yMZs9e5InCRJsOvEx8p/zd+Duj7aquZa8z9Tdm2vTb3CL6yBGyd+rLF7f9qvx0tes+vS/0RAa8f9FAs37XisSu7DjgDWDy0XSmV8wAuUii8Wezm9Y8gZYWe5HSiaeoADs3gd8Jb7ubAaWLK9svc1SLxfTStz/z7X5fi3rSlchdjS3kj/XNjG9H3PzJMddgW8u+f9MO/vzjf8NbGbqa2VqFD2RinbBDtPiAXlyjwA5SHgBVCQ0zuGpl9aD1jh9fqZ+Bw59Xm1Gtb5JeDPDHjtnqyt1NfBrmDbzWB5JNaf9Tz9FGwP9O7R7Ws2q6OzVc0hr9wF4B7TrrgoR9PKqaspgvB8nEDQCsALBLyAQ7gU2x2mzFKcbwc3EYBUGnzl21F0a8fQ6QAxExUnpXE6WLX6fvitdUaC18GkXQfIme9Tvu1h5u3lPP5IrD8r+J5Xu8xXB/sDvXvUIf+E0mFGywcEhZ+2kfkk2uZIUsdMtqEAYAoCXuADdveqLTVo9HMllJdMD3j9GnhlcrsyM1/FpF8qHYLyvicUez6J9yXf54ATXt7waw9fAEBwmHLipZJx0FIOgB8Q8AKGyAy0/BJkAfCvYgcidrUaIOAFEBZWT/Dl2/6adAVL5uRsEttzhBMt5QD4AQEvEDJ+6ZEJa/LtcJp0gAhzFVtPglaJbAqTDwDro61ZQX2ufruAiW5fs9nrIVjmh89U5uRskjS+3/xxo3x+WC8BALkR8CJw7A68ghaUmTrLr+ncClITwY/VYM2vO+KZlUumPg+/Xbpe6uuYWM9MDhzhrvpoa9bnc+fYBmM/o5I0p21Ee/vqvR6G8ZyuvEz/3lrq6GPlM9C7J+3fuSpQS2HKpeV+VGx9s/r9auql8UGtZOY4oXQbl01t7zYq0S88exu4ZMP9Lo0IQFgR8CJw7D4IDUovpaDuiLrFrXAjLBWTmcG41edd6npc6efXbwGvKQdmXq3HmUF1WD5PJoevpaqPtia3D1bfv4XrNqcdYLvFbz2Ow7gfkKsCFVJLe6Pjj2FXwGvqpfGFnt9Qd/71rqc2ZYIyi+tnT5e1bTzrOwCEGwEvQiPzQDFsFWthObBLHDCE5fn6VbmBVKnva9Aq8BEMVoMPqz2NTQn2/Wigdzj5/56u7UWX7+hckAxR/BbwWsV2szR+PJG0ev0ir4cQKKWcYBrS1HbGesBbfNtUyv0BpQpKwRMQdAS8gKGsHjCEJai22iLBlIA3SBV1pSgWDCTeR6cDqXIrOYvtwBJ85Fbu581vwZdd7A54gyrx/DOr1+a0DWt227Atj9HTtV09JS4vBTtIseNAvtClyEHeb7Ea9Pn5Um27J+cE4J0gb4+BMCLgBeCpfAcKmQcITh0w5NuxqbQiJ6wVdX4/w8+BaXmCHvAm1utS14/MEwJh3S6UK7F+3NF9X/ovVsq2gBfwQmYQ7KfAl8k5AXvZ2eubwBYINwJeAJ7Kd6DAAQIwJd/nhMDQHaX2hE0s7/cTHgm5Jl5zykisP8d6Pd+VxwYAhIPV/Sc7r9wifAXgNAJewCFhv7TWL/wSkCV2Cr0KvsvdwfXL6wvYyZRg164K6dSJz9yQXSlNwBt2mRVu1198X54l/S9z/TdlewKk8ntYGZYrtqw+T7YzQDAQ8AIO8XvA6/cdN6vCsoNXqXJ3/Mp9fSttneF1BbjVz4/VcXoVlBd7Hl6/zijM6xYYmY/vl+8/N/R09Wuwt3ibiY7OVjW3N7gwIpgic3vv1P5Y0IKfYt+T9NBHJfzyOchkdf8xLMd9QNAR8AIA4BFaLyDIUgPeSk6mpVZvDvYO61dP78ha5px1T+b9+61rLyr7sZ000Lun6DLNvQ3JgJfJV2GnoAU/nLD3B79uxwqdILhHwb2iAIC/EPACLiPQAZDg14oQBMtIrN9SdW19tDUttLVaketGJXGhSdcSAXGQL+sPm2vXL/Z6CIBxCoXcVvc36qOteuZ/F1+up7ZfHZ3sw7jNrwE5AHcQ8AIuI9DxJy7tg4msbk+Cvv6aVrmVeQBW6oFWpX+fkO91ybXelPMalhrwltuy4fY1m9P+PRpr0GhfQ8FQN8wyTxgnPv9OB+1uBgq0rTCX3etZse85r7b/qc9zo+KejCFToWIRq5/PC+pu1D3dxU+GDWk7Ae8HMnuEA4BXCHjhSx+p+bjap12TdptbvSBNqlgqRWI8Qe2BaHVSkszbrb4eTgXziR3uYuOgwntS0NfjUvkluHU6+HHr85H5PLzqQZxve5S5Hcz3unhR2VMfbU2Ou9TPb3Yrg3rtXXuRlmy439LfW+l1Ww7TvucT8gVepo4XwWL3elbse86r7XD687R2dUBH54KyHqvQ37E/BABIIOAFSkTAayarAU/mgYLV18PpyTuC+r5YZTVAD/p6jGCza9KxfNsbv0x65/bn97Y1m9L+3dLeKMlaD9xCTPue9yu/X3KcOq6NBvXi5HvSPU5XcBaqlB3fn7+CeeOypVM/F1g3qUAFgGAg4AV8xtQDHLtZDWLdOoApdglgKZdCI5tblaj5Kqb9eiCcCEZM3y7Y1XLA7+wKeCvllyDYKavXL5I02fqhlJC3pb0x+bdALplBmZd9n+3aviROcPvlihEAAMKKgBehlW/H1/SKnGJBY1ACxcznke95m9J7M1+FLwdEZjIlaDNl/Q0LPo/eSF3P/fwdNRLr10P7f1h0ubCewHCT1eDU68rEQo9v94kWp77H/Pg9NdqX3aN5sC67VUspvZz9egUfACA8CHgRWn4NeIu1CuDAEuUg+PIGvZXdlS9c5MC9NKUGPqnrudXXcKi7NWdIU8xoX4OGuguHyLev2azm9oaSq3HDXvkMs/n1ShQnbF17UfZt2pR1WyknAPieCBb2ewEEEQEvYAhTZwlGOORb//zeGxFmKrdntlOcPnBP3H8QDvwTz8XpMGm0r0EL120u62/39tUX/H2lvXcBO/i5mh3e6umaOiYYGjNzPTL9BHZYPn9heZ4AJhHwIjD8PvmSqbMEw18IWtPxekwyLagv94SVX7eDQQl4R2L9Gon1+/55mKCjs1UtJVwejuChgtAeuV7HjdruwUjySw1kCyk0mVr6/aU+v/lljCi/ye/ZpUWXK4bCFDOwnQHChYAXgeH3gBfh5NfAyiqCIHcEdRIz0yuAYIZta/058Vkp/T+l7M910L8//MrOE2qDvdl9Y3MpdV0KktwViqYFvNbGYzXgDZKg7K8AgAkIeAGHZAYTfjuDmjhAYccrnOw6UWJ6wGv1QNz05xFUVADBimItGQBTbFw2VRm5Ufknirt2/WJJ0m1rsvvG5uL1ZHIIlqaVO4ouY8p+Udh6I3t1XGbalWAAciPgBRxCMJGb1dfFrZ5Ricfh/UrnViW8X3YYMw8M/DLusHJr+5F4f8utpLR7/bDyvNnWBUelJ45N64WNKVaDXT/i+9N8TSuLf090zDSj2tjUgJftKwAvEPACJcrcQaAlRGms7vCUu2NfarCT2LEy/VLXxHpX6vMLSsUC3FHqgbepl4yH9YDJyvPeObbB8++tebXLkv1885ndZu3S9LAa7B3WQG/x5VraG1Tfnvt3hP0A4Ay2rwC8QMALlIiA1x2JHaNyA9ugKTeoJeAFYJpc26WRWH/aCUArFWRh1tPVr4HePUWXa/ngUv9KON3j20+VmlZ64o4ebAjcCYqh7lb11Fqo6gxhD1mT0boDAMKFgBfwmN2TCLk12ZLTl9glXpfE3/stqHTrEnGEQ6mtALw68WT1825KpW8Yzatdlnd7yvsCFGatdcJFWrLhfsfH4pRcJ8o3dm/XkIWJywh4AQDwDgEvQsuUwLDUS3jC2jPWlPfLqqBWEsNeTp0I4MoCmGrn2Abfbc8T/FRpGnRUJmaz6wqz3N9LxcNdk7S0N9p+n37dbgEAwoOAF4FjNVjza4WlX3rGJoQtiIYzEgeqQTvA4kQA/Kg+2qr6aKtvt+/XFmlb0NPVb+lS/I7OVjW3N9g1LF+y8jpJCv3r5AZaiE1ZvX6R7fcZtP0P2Msvx2UAgo2AF4FjanBrSkBVbgVwua0k7G5BATMV27GttPLNlM8P7GE12PbL9iMo66XV51EfbdUFdTf65oD22vWLSwoYJycwK97ftkNm7m+4yVrLAipuATt1dC7weghFcQIbANxHwAu4xJSAqtwKYL9WalmVL4D0S4ABM7nVE7tcXlV8mXoirlxeb9etypzILJ9EgOs3c9pGct4+EuvX7NhUwBu09c9t6du1pZ6NA4Vlfob9csIsiOwOZJ3sdWzXfkqh7eztazan/Gtz3uWcqMTOp9DnY6h76rnkel49XdtlZVvo597cAPyBgBcA4LjMEwRuBSxBC+gzD7wqfX5hvoTXRHZNXhm09d6KOW0jWrgud1CwW5u1++Dkz34Nr+Evl8z8sa2fw3J6ynIiwxxMPpfOyhUSbitUyPLM/56f8i9/9aMGEC4EvECFEgeKVisjTKmENa2SEIVZXW/sOqCzWpFoNSDM/HyYsv6ZMg4AQPBlVvBtW7vI0ve2m5WMfuP2/pHX7DoRGBR+uYLG78KyPgF+R8ALVKjUHcawXyJXbg9gv6u0UtLqemPXDpjdAW/Q2F1JC4SJ15+X6y++z9PHNwWX8DvLyvfovH+V5tW6E96aEtDYPQ6394+sIoh1h98CXq4gAeAkAl4AgWA1aPRqRzCsQahT7LpE3enJ4fwmbM83wW8HiE4bifWXFMIm1hs7g9v6aKsjJwIHe4clzS+6nOma2xssTRxXaJmgVDSaiu0KgExsdwE4iYAXCLh8B8he7WAkxmP345se8AIonVuV0mwX4DdO9PSkt3NxLe2Nlk487BzbEKjtit2ThAEAAPsR8AKGsTv4zHfpmteVelyiBKBUVL4UFqQrBcLWxgf+sHr9Ij20/4dFl9s5FqwTR0wSli1I29tyeFVYYbUlB8cZAMKIgBcwjNUdknzL0UOvsFJ3SDN3TMO+Q4/KZIZWBJal4YCtMK+3T1ZOHFIFChNY7cP8nUeXOzwS+JXX29ty2RXMehXwcvIPAPIj4AV8imCoPJUGvFZ3VAnanZF4Xf0a9GWuF15X0ocNk97407a1hSehmtM2otltw7Y/7rXrFxf8vZUeuEE3p20k6zb2T5zT02Ut3KLiFvnQ0sw77FsAcBoBL2CToFd6Mtt2acJSYVDuel/u5yPxurL+Af5SyXfiwnWbbRyJdQS4xeV6by6ZucqDkYRDT9d2S8sR8AIAED4EvPClfROv5T1Y9OqMc+Jxg3r5KRU57jD1RIHd63Wlz8u0AN2tycCcli8492vFdIJf3w+nJdbbkVi/oydNRmL9rm3LRvsKh7J7i/ze75xsPUD1GQA7FLs6olwbly2d+ln5t4W5tn+FClmaVu7Ie1/zapdZPvECAE4j4IUv7Yu9qvdir+f8HZcUwc9MDXityjwRYDWITTxvu59vvkAiKIFf4vnZ9XxMC84rFZT32W5BCeq2rV2UVUE61N2qvX31Ho0IQBilBouFLNlwv8Mj8QcTr44oVMjStDL/vlHHzFYCXgDGIOAFPOZVZSyz0AaLKRXWmeuL1YDNqYA3aIGl6ehxi1SmBeyJcMVqGAPAfKbs/7iF70938DoD8CMCXgROvkDHtB1Ar3ccCL6CxbQg3pT1Kyi9er1+HpmP79b6FrbA2Gqrj8zbg/L87ZBvsrXUfYBE0Dva15CzZUPihJPVCa1a2huMrEgDwsC0/Z9CCm2rre43lXI8M9ibvT0cPZi9rXJikkoAgPsIeBE4+YIQDoCDzWprDr+1PPArrwPJoPE6MPf68eGs+mhrzu9IqwG7SZW6+S6lvWTmKj20/4dpt+Vr5zCk0i63bXGonySA8LC631TK8cxtazbluPWirFtoHQEAwUDACwSM1TP7QQtsCHgBAPlcf/F9WsLmHzZgrgcAAGAiAl4gYKxeqmZSxVWYmdY6BABQmoHeYQ3kuBSa1g3BRMALKX092Ki4hyPxhlefg0LHORtLvPoCAIKGgBdAqJh2YOan3nGwzqvgPnP9pmIdcF6+GdRp3WCu7zy63OshwOfSv2/v82wcdihn39ir/enC+1feBLxsTwCYgoAXQKi4tUNqV3BrWiDtNKuvm+k9fr0K7jPXl2LrD5X86ejVDsBkHZ0LvB4CAihs+5oAEFQEvAiNaDTq9RDSmDaefJwap1+ef7mOi55hy/0sqLvclvtxS6nv6/xpy9P+zurrdlHVzQV//+T7/2LpfpYe81NLy/mFW5+rSh/H7nHadX+l3k88HtfExIQtjw37DHXT+sZJQf/+NtmnPmfPvgW8Ycdnx4nPX9g+02F7vgDCg4AXvnRM9FR9qPqjkqQdh826LCpogVE++Z5n/6FfujwSuMGp9bp1+oqy/q6hmiomO1w0Iz0otxqMB02563ckErF5JJUJS8uXoe5WjfY1aG9ffdbvRvsaNNQ934NRmcGNS4Xj8bhx6z4A/NtjV3g9BADwFAEvfGl29NRkMGRawBt25QZ2ANwX9KDcjRNukUhE8bgZ1rtUKgAAIABJREFUE+wEddLG0b4GbV17Uc7fbVy21OXRAEA6gkUAgAkIeIGQyqzcA4IkqEEX4CarPYlL6eU8r3ZZWr/HkVi/do5t0Eis39LfN63coTltw1m3D3W35qzoTZUaBre0N6o+Ku3VHosjRwIVvAAAAOYh4IXvEeSUJ+iVe/CW15/LRTO/6unj282tEzKVPo7d4/RDyxsnK3iDOOnbSKw/K8ydV7us6MSJTSt3aKh7vua0DWt2joC3kDltI1l/09Q+ooHeYTWlfBXWRydbPwz0EvoCcJcT+00t7Y223ycAwFyRuCnXFQIAAPhQLBbzegie2zm2QTvHNjj6GBuXLdU5657MGfBuW7sobwVv08odalpZvEJ4Xu0yPXqTfQHvtesXq7m9wZb7Mg2TFAEAAJiFCl4AAIAKmNSHN6wWrtssqXC/XtiHNg0AAABmIeAFAAAAJK1ev6joMj1d1voFB7V6FwAAAOYh4AUAAKgAFbzh0tFJ738qeAEAAMxS5fUAAAAA/IygCwAAAICXqOAFAACoEFW8lUnMID8Ss9b+oJCmlTs02teg+mirmtsbNLFgRIWmwUv07d2ouKT78i7X0t5oqYVDGLCuAwAAmIWAFwAAAJ6aV7tM9dFWPbT/6oruZ3bbsGa3Deu4nat0/jmTYezOsX7tHJO2ra0snB3o3aPrL84fACd859HlFT2OX9CmAQAAwBwEvAAAABWigtd5TSt3aHbbcN7fD3W3arRvcmKz+qj0zP/e/MHfDUsLpL199a6MEwAAAHAbAS8AAECFwl7JOK92mebVLtNTB79lS5uFXJpWFr/fRIi7V3uSt8UWDKtpgSNDCjUqeAEAAMxBwAsAAABXJXruumG0r0FD3e49HgAAAOA2Al4AAAAb0KbBukTPXTfs7aunPYMDWNcBAADMQcALAABgAwJe63aObfB6CI7JnIitpb1Rq9dXNsGbqWjTAAAAYAYCXgAAALgqX5/e+mir5tUuy7p959gGx3r7AgAAAH5HwAsAAGADKhnt4WZ/XlSGCl4AAAAzVHk9AAAAgKAg7AIAAADgNip4AQAAEGpz2ka0cN3m5L83Llvq4Wj8g57TAAAAZiDgBQAAsEnYJ1rL7J9bae/ckVh/8j+nRbcvUnN7gyRpo8L7HpaKNg0AAADeI+AFAACALTL759ZHWysKZ3MFxEPdxXv0trQ3qqNzcrmern4N9O4puPzevnpVbV+geecl7vu+ssYLAAAAeIGAFwAAwCZUMjprtK9BQ93ziy430LtHA2v2qKW9Uc3tDUUDXpSPCl4AAADvMckaAACAjQi7/Gmwd9jrIQAAAABlIeAFAABAYPV0bbe0HFW+5Qlzz2kAAABT0KIBAADARmGfaK0c82qXZfXvzadp5Q5JstSqwWst7Y1avX6R18NwHG0aAAAAvEXACwAAAEeUEtxaWW5227Bmtw1P9uKV+QEvAAAA4AYCXgAAABtRyZjOasBrko7OBWn/HuwdpoVDAVTwAgAAeIuAFwAAwGa0afC3js70ULqnq1/N7Q0Zt1nr7QsAAAA4jYAXAAAAgVRq1W1PV3/RZVo+CHp7yhpRMHEyAwAAwFsEvAAAADajgtefLFXldi5IhrzFDPTu0fUX31dwmaBMxEabBgAAAO9UeT0AAAAAAAAAAEB5qOAFAACwGZWM6UZi/Xrq4LeKLlcfbdUFdTcWXW5227CWbLg/7bah7lYNdc8ve4yoDBW8AAAA3qGCFwAAwAGEXQgTWpIAAAB4h4AXAAAAAAAAAHyKFg0AAAAOYKK14Gpub9B3Hl1ecJnB3mHdtmaTSyMyA20aAAAAvEEFLwAAAICKcUIDAADAG1TwAgAAOIBKxuAKY3UuAAAAzEXACwAA4BDaNJino3OBOjpbs27v6epXT9d2D0YUHKzrAAAA3qBFAwAAAEJtsHdYg73DRZdraW9US3uDCyPyL0JeAAAA91HBCwAA4BAqeM2TK8wd6B3WQO+eon/b3N6g5vYGPfL0DyXVF12+pb1Rq9cvKneoAAAAgCUEvAAAAAiNgd49GlhTPMzNpadruwZ7hzUSs3lQARKPx+k/DQAA4DICXgAAAIcQdE2qj7bqkpk/9noYtpis9C1evQsAAAC4hYAXAAAAnto5tiHn7SOxfpdHYq+B3j26fc1mSVJHZ6uaQ9C/l5YkAAAA7iPgBQAAcBB9eIvLF/AGQaK3b4daPR6Je2jTAAAA4K4qrwcAAAAAIDg4oQEAAOAuKngBAAAcRAWvM4a6WzXaF/yWBwAAAEAxBLwAAADwndG+Bu3t889kZwO9w2n/DnI/Xk5oAAAAuIuAFwAAwEH0IoUk9XRtV0/Kv7/z6HLPxuIG+vACAAC4h4AXAAAAvrNw3ea0fw91t2qoe75Ho0EmAl4AAAD3MMkaAACAwwi6AAAAADiFCl4AAAAgh2vXLy66TE9XvwZ695R834MB78lLH14AAAD3EPACAAA4LBKJEHg5bE7bsLRSmle7TIO9w2WFrpmcDF1vW7Mp7d8dnQvU0dnq2ON5gTYNAAAA7iDgBQAAgKfm1S7TzrENRZerj7ZqXu2y3L88b/K/+mhr2VW1pRjsHXblcfyMgBcAAMAdBLwAAAAOI+QqrD5qvXK1lGUrdf3F97n2WAAAAEC5CHgBAADgqpFYf8F/IxhoSwIAAOAOAl4AAAAX0Id3ylMHv2VpuUtm/jjrNiutHCYWDKulPX+lL20V3EObBgAAAOcR8AIAAMA3rAS8WiCtXr8q769pveAeAl4AAADnVXk9AAAAgDAg5CrdzrENtG8AAAAAiqCCFwAAAEbaObZBF9TdaGnZoe70lgw9tbmD4Y7OVl27fnHB+7ptzSZrA0RRtCUBAABwHgEvAACAC6jgdc7GZUuzbhvS9pzLdnS2qrm9wekhlayna7t6uvKNeYE6OvP3FDYdbRoAAACcRcALAAAAx9FqQWppb0z7d1gmeyPgBQAAcBYBLwAAgEsikUgoL1kfifXrqYPf8noYnsusHu7p6s9btRskYVznAQAA3MQkawAAAAAcRcgLAADgHCp4AQAAXBLWCl6/+c6jy7Nu6+nK32JisHfY0XYLg73DGuwdliQj+wdbQZsGAAAA5xDwAgAAAEUUmuTs9jWbHX3sgd49Gliz54Nx+HvCNQAAANiPgBcAAMAlVDBWbl7tsqzbNsp6VfT1F9+na9cv9m0lrF9RuQ4AAOAcAl4AAAD4Rq6AV7rP9XGk6uhsVYeKV9WGPVSmTQMAAIAzCHgBAABcRB/e4Al7cGsVAS8AAIAzCHgBAADgO5MTmw17PQyUgBMbwfXIj1/SwHPFJxr8y6tPV8vZjS6MCG7pP/RLS8u1Tl/h8EgAINwIeAEAAFxEBa89err6NdBbPFAyWUdna3LCtJ6ufvV0bfd4RM6jijeYBp7b4/vPI8qz47C1FjkEvADgLAJeAAAAOK4+mt6jdiTW79FIkM/OsQ2WlsvdB9kaAl4AXqPiHEAQEfACAAC4KIzhVn20VRfU3Zh221MHv0XIaxi3At5CBp7bo5ctBC9zz24keAFQFirOAQQRAS8AAADgE4O9wxrM03vYL5O9FarifeTHL1kKXuae/XG7h+UqgmwAAGAnAl4AAACX0Ye3fIkq09iCfjUtSP/daF+D9vbV2/p4PV39eQPVVB2drRUFrC3tDRpszx3kpQaeA717NLAmdzB47frFvgh5JyYmbLmPWCxmw2i8YTXIbj5rsa+fZya/v28onx/fd9ZXAH5CwAsAAADXPHXwW5LK78GbCHibVmb/btvaRZbuY6B3WAMWQtup5S0Ecb0NFYWrze0NWr0+9/hvX7M5sJcTD2a8F0F9ngAAAE4i4AUAAIBrSg12rfaFlaSF6zYnf964bKmkyapWSbptzabk73q6tlu+z47OBcUXQtl6uvp9EepmBtH5tLRXFvQDAACUg4AXAADAZbRosI6J2GACq0F0ywcnFAAAANxEwAsAAADY4PqL77O03HceXe7wSKx5aP/VXg8BKMhqexKv+k9T2Q0AMAUBLwAAgMsikYjXQwi8RGuF5vYGS5Ok5VNKOwe4JzNUIzzzVkdnqzrUWnS5oL1PVHZL82qXeT0EAIAIeAEAABBAHZ3Fwyav9XT1EyCXqadru3pS/l1pBaepE9k9dfBbata3vR5GUUELbmEdAS8AmIGAFwAAwAP04YVfEOAACJKwVpwDCDYCXgAAAAB5EfACCBKCWwBBRMALAADgASp4nfXQ/qs11N2q+mirRvv8fTDf0t7o9RBgs+b2BsUWbC663Oy28vtHAwCA8CDgBQAAQGCM9jVodtuwRvsaNNQ9X0OKSzKvt2opmtsbfNFTGNZ1dLZqfH+/18MAAAABQcALAAAA11xQd2Pe3z118FsV3bffK3XDqLm9Iety6Z1jG5I/j/Y1aG9fvdvDAgAA8BUCXgAAAA9EIhGvh+CJ+mj+StTMXq8jsX6NxKhyHIn166H9xcPv+mhrwQDdRLkqk1MrW7etXeTmcIpqaW8s2L+T3p7+Mtg7rIHe4m0wWnKciIC/pJ44KsS0nuNWT3z6bdsPwH4EvAAAADBC5oF1pRW9gN06Ols9DfoIJO3V09Wvgd7iLVxa1i92YTTm6Onq16CF9czrz0Mp/BrwcpITgFUEvAAAAB5horV0I7F+X4e633l0uddDKMklM3/s9RBQorAFkqvXm1XBnSlXi5F8y/nJ5ImE4utZh/zZG3yy9Uvu96SndipQ5UQJAD8h4AUAAAB8arSvQVvXXpT89z26L+dyLe2Nxodlucxuy19FWKjdB+AGJj/0p6Hu1ry9vYe0PflzUE6UAAgHAl4AAACPUMFrr719DZpTIBA0TUdnq6WAaLKy2YUBGahpZf7Lky+Zucq2x7E7/L59zWYLFZBLde36xY5UCI7E+hUbm/wsFLrknJYPqMRtazal/dup9RkAUBwBLwAAAAJh1OGAt6W90bH7RmUIKtPtHNug2RYC3rC1fAAAIKgIeAEAAOAr9dFWTyaeqWRCoesvzt06IZPf+viagqASAACEGQEvAACARyKRiNdD8K3MCcJ2jm3QNg1rqLs1eVl/08odH0ymk7vXIgD4ERXrAIBMBLwAAADwvZ1jGyQt0t6+ejVpcnKu2W3DBSfTgZkKtRRAuPR09WvQQpBZSXW9H1GxDgDIRMALAADgISZasx+hrr8R8NrP2qRv5pmsVC0+7g4Vn6zQS1ZffyYpAwCUi4AXAAAAMFh9tDWrJUXCYN2wtmpTzt8BKKzZYgsDQlf/Sz1x9Hq0QXvlzgkPq/3i66O5T1JcUHejncMBEGAEvAAAAB6igtc8HZ0L1JIj0Glub+CScXgqNZCcbEuS2+y24usoJj+nyNbR2ZpWFW21JYTJUgPeR7XZtcd96uC3LC2X7yRevuAXADIR8AIAAMAIhSpV3ZYvnDXhkvGern71dG137P5hrtRAcny/tcpAIIHJ2SZRuQ0giAh4AQAA4CtWL3m1i1/7l3Z0LqBCEfj/2bv76DjrOv//r8m00bRxScwE5bQuhKRpwpnD2AJqpUXFerLULk1rhZSysXtk1VN2VzAerNwcj/4K37rdsLqeclZwEeICQW4aEMUoFqWFWmiLYUObxsQAW7C0ExqkNJB2Mr8/4kznfq7JzDXXzTwf5/Q4mfnMNZ+ZTGJ4zft6vxHFcLYp/F4E4EYEvAAAABbyeDxWb8Fxsp3yanTAWkOgthDbASxhxjC6hkBtyqpFt1QyUsE6Pes7F1u9BQBAFgS8AAAAcJVq/6ihkLc+4CupSq7Hjq0ztC7SJiPX9VYqxVOuzQh43d47mgrW0pHvcLNiS+ypbcbPNwB3I+AFAACwGIPWCsPOg6WuJjAyVSkF9bC/xEphJ7Z4cbp8h5sZlWnYYT7HIeAFkCsCXgAAALhCXdtUxdZId5PhNg1mGUoIeIwORbv1iZVmbQku0Ns1oGEDLQbcXolrd0YrheF8hQp4ASBfBLwAAACwnZ3jmwoyTK3aP6oqf1Aj3fOTbuvt2h8XlhWyZYPRQNdMsc+vPuCTVlm8IQsYHZB3decSRwSiU5Wh2Z9Pi9xR0dzS3mTouTjhe1dIxX5djHyoUMjHAwDkjoAXAADAYrRoKKy6toFoNa8kjfX7NKLkgFeKP3V6qO+ILYLZQop9fn9bggEvnM3tgeF0P1go9utitCLZKR+UAIAblVm9AQAAAAAAALeq8TbZZqAbAHeighcAAMBiHo/H6i2gAFram9UQ8BW8/6bRNgOwj/Wdi63eAhygtyu+DQ29k91rUcUGSdJjx9ZZvBMAbkXACwAAAFcZ6W7SWP9USBLbqsFsDQEf4UyO6O3pDgx/m57ED27M7p1cb/B3FN8jAHAeAl4AAAAboA9v4Yz1+3S0v0aSVNXvU7XfWIhoxK1PrEy67tQwuKBGQ4V7rFJAb093KLXhb05VqCGSdjX1Ppz6HTwykf65VvuDqirg/y8AgB0Q8AIAAAB52Dm+Ke7r0dBiSTXWbMZkz9+4OBqeR2zT1qR1BLKwIypYrWV2xX78B0apB2tKUvVGwl0A7kPACwAAAJSA5ZV35b3+Fe8OHVXx+wFv6die8XYCZRjh9gpWu7NLxX6Nt0lVXmtC3sbyVkseF4D7EfACAADYAC0anKm3a0DP740fqJVY4ZpOtX80epnp6oB7JFYKG21hgeJoLG9VfUVhAuRcA1sCXgBmIeAFAAAApmHn+CY9u9dnKNCt9o8m9XyMHQDXWO5z1X/4Z6u4xfS0tDcZ6mNLNbO1EiuFb+vYYdFOYDY3/d4G4GwEvAAAALCdRRUbJEmPHVuX97Gq/EEt3Ph03HVH+30a6U7fo9GIqeFqi7Ouk6bC3ExDfXq7BvRf3cm9bHNx/lqPPrrQ2H5KxfrOwrwet3XssMWp5dM9dqFeB9iT2e9PPjAAAPsj4AUAALABj8dj9RZcaaR7ft5B7q1PrCzQbsy1+56wdt9zqnK2pb2ZnqNAARkNUlvam+O+dnp7Bn6PAID9EfACAAAAAFAgvV37rd4CAKDEEPACAADYBIPWkjWWt2pwosfqbdhGXdsBScq7KhnmSNd72OzWDbC3lvZmNRj4/vMeAQBMFwEvAAAAbGs6AW9d24Dq/no50ss3ItfhXw2B2pzWZ5K4l1h/8Q5oRKUX7md7fZ1+anupsHr4W2/XgIb70ve4jmhpb7IkRG0I+AhvAQCmIuAFAACAq8QOM6uv9P11GNr0FGo4VY23STXe9AFYjVeSSu+07myBm9Gep8jM7ADU6vByuC9orDeugRAazlVvMEi3+v0KAGYg4AUAALAJWjQU3mhoQDvHN8Vcs8KSfTSWtxb0OCMlGAZj+ghAYQdmB6tGh8EZ+bBDIggG4CwEvAAAALC15ZV3SUoV1maXT/UurJeugjpVQJPqOgIaxKJHsrWMBrBm6+0aMPSBB+8LAE5CwAsAAGATHo/H6i0gR7H9ftNZVLHBNSGB0edhdlsFApp4tLIAAKC0EfACAAAA07CoYoN0QfZ1NV73BIxGK/AIHOMNTvTo8Hjq08IzDd8DAAAwgoAXAAAASNAQqM26JtPQtFy1tDcZDk97u2g74TSjoQGFQsb6fsJeYtvCjIZ8kmqs20wahRoGCQBwLgJeAAAAG2HQWmENTvRM6352DkxyCYPtLl1P1EROb7VwtN+no/3J+6/2B6WPWbAhGBbbx3vBxvjbRrpP/RymG6Q4ONGjULNHgxOZH6dQgxgBAKWJgBcAAAAlY+HGp9PexqnyMMtI9/yU11dvpKrXyeraToW/LZWpP3Q5cWxAgxPZq+4JeAEA+SDgBQAAsBEqeM1V5U8fqNVXxldYfm3pVkPHvPWJlXntCe4RqTSmBzEAACgmAl4AAAA4QmwvTLfp7RpQb9f+rOta2ptd054BKJSW9ia1KPnnordrgKDdRox+8OH0liwAisfj8UT/RQokJicnLd6VNQh4AQAA4Ehj/T7tvfHC6NfV/lEt2Lgj67p0XgnssHXvXaDQWtqb1RATpBUzVDPaH9tI6wLCQADILhKERi5Lioaiif/rBGVlZdHnIZ16Tl6vV6FQyKptWYaAFwAAwEZi/1AFnCpdRWUiKizjDfcFNdSXvS9vQ8BXkFCzUMeZjkIGvEAu+EAApSYxCI2VGPhKUxWwdg96Mz0nqTRDXgJeAAAA4K+GDYRryM7sAMWtAY3RwLuhc0kRduN8VOQjFdrcoJR4vd6c71NWVibJ3kFvJNw9efKkvv3tb+vxxx/Xueeeq+9+97uqra2NrrHr/s1AwAsAAABIGuo7oqEOe1eTDvcFNdwXdG3AaVSxA5p6g5WuVn1fEoNMhrwV32hoIO7rGq87Q8TE55mOW58/4BQejyca1EY89dRTevzxx7Vnzx6Njo5qYmJC1dXVmjNnjs4//3y1tLTI7/dH15eVlSkcDtuup21s5e4DDzygBx54QJL0zDPP6Lvf/a7+/d//PbqOgBcAAACWKbU/SGFcJIRm2FpxmfVa037APRKHQC6vvMuinZjL6LBLtz5/wCliw91XX31VX//61/X8888nrTt8+LAOHz6s559/XnfccYfOO+88ffvb31ZDQ4OkU0GxnULe2IC3v78/7rYXXnih2NuxDQJeAAAAALCAWVWORnsgl3oluBGLKjbEfW004AQAq8SGu//3f/+nyy67TEePHo1ed+6552revHkqLy/X66+/rueee05vvfWWJGnPnj26/PLL9dRTT2n27NmS7Dd4LRwOR0Pec845Rw899FD0ttgK5FJDwAsAAGAzVPBOz9H+Gm1rXRF3XV3bAVX76atrV4XqkWq0JcHVnUuKEmpa3dLBzOdYaqfo5/s8qNJ2tlJ7v8MdIuFnOBzWtddeGw13m5qatHnzZs2bNy9u/fHjx/Xggw9qy5YtevPNN/XZz342Gu5GjmMnsfu5/PLLtW/fPv3yl7+U3+/Xhg0bUq4rBQS8AAAAQB7sFi7Cem5un8Ep+rmxU8BrdIgkv6dO4f0Op4ltX7Bt27ZoC4Oqqir9+Mc/VnV1ddJ9Zs2apfb2di1btkwPPvig2tra4m5PHNQWDoej/zweT/QxY4PlyL9c9j2d48yYMUM333yzbr755qTbEnsQm7V3uyDgBQAAAHKQGNTe1rHDwt0AgDG9XQN8GAW4XGzA+6tf/Sp6+dJLL40Ld1OFnD6fT1/5ylcMPUbs42S6PdOQtsi6dMcyepxcFGrvdkTACwAAYDOZ/vAsZYkVUsMVQe3Vdot2U1gt7U1qaW9Sb9eAerv2F+1xS636eEtH6veLW54fsnvs2DpD66jILLxCtWQBYMzw8HD08ty5c6OXJycnoxWqsSFv7N+fkQA4VRVsLtINaSsrK8vp712PxyOv16tQKJTXfnJhxWPmg4AXAAAAtjc40ZN8ZbP0lV/E/8dB4unQgxM9Gpzo0cU9j2Q8fmN5q574ps9Q2Akgf3ZqXQAAbnTy5Mno5YMHD0Yvl5WVxbUiiG1JEDsHIjaAffjhh3X99dfrPe95j26//XZ99KMflSTt379f9913n5577jn9+c9/1nve8x7V19dr2bJluvzyyzVz5sykoDSx5cMrr7yin//859q+fbsOHjyoo0ePavbs2Zo3b56WL1+uz33uc5oxY0b0vrGB68mTJ+MGq23dulXNzc1xx4/d+x133KGPfOQjkqS9e/equ7tbzz//vF5//XXNmjVL8+fP18qVK3XppZdGw+1UAbUdEfACAADYEIPWThkNDaQOeBOkGnLTWN5qOEh6QsVrtfC1pVtNfwwjr9loKCipxvS9FJrRymOnsXo4WzER8AKAuWprazUwMDUo8KGHHtKaNWtUV1cnKb4VQWJFbybvvvuu9uzZo4ULF+o//uM/dOedd8bd/s4772jv3r3au3evfvrTn+pHP/qRTj/9dEnJwe5bb72lzZs366GHHkqqkh0bG9Nzzz2n5557Tg888IBuv/12vf/975eUureuEe+++652794tv9+vm2++WQ899FDc7RMTE9q1a5d27dqlRx99VFu2bFFFRUX0tbL73+UEvAAAAChJiadqh5qbVB1KDs7sOB29t2t/UiuHxDYDRgJeiVOm7cTNw9kwPUaHfC2q2JB9EQDXi7RckKRFixZp+/ap1kRvv/221qxZo+uvv17Lli2LVsRKpwJToz1nDx48qGuvvVZPPPGEZsyYoQsuuEBz587VO++8o2effVavv/66JGlwcFBf/OIX9dBDD6m8vDzuGC+99JK+8pWv6KWXXope19zcrHPOOUfl5eX605/+pF27dkmS+vv7dc011+juu+/O2kM3m6GhIV111VXau3evPB6Pzj//fJ111ll69913tWvXrujen3nmGd18883auHFj9DWye6sGAl4AAACUtOdvXKyj/emrWI9qqlLUij6tDYFaV1aqAk5V7A98RkMDRX28bOz4gZeTGPvgjQp3TF9slemqVav0wx/+UG+++aakqarY6667Trfeeqsuv/xyXXLJJTrrrLOi6yOtFLIFvVu3blU4HNZnPvMZ3XTTTdEKXUkKhUL6r//6L/3gBz+QJP3xj3/UnXfemTS8bebMmTp8+LAkafHixbrmmmviWi1I0p49e7Ru3TqdOHFCzz77rJ588kldfPHF03xlpvziF7+QJC1ZskTf+ta34noTnzhxQjfddJN6eqZ+Th988EF9+ctf1oc+9CFJ9j+7joAXAAAAsKn1nYtd244AcCIzK2V7uwY03BeMu240lFxlX9c2oCp/MOn6YqBSOD8EvCiGSBVvVVWVNm/erPXr18f14z106JC+//3v6/vf/77OOeccrV69Wn//93+v973vfZJOBb3pQt5wOKwrr7xSN954Y9JtXq9XV199tV566SX97Gc/kyTde++9+tKXvhTXWmHOnDl68MEHFQwGoz1xE5133nlas2aNurq6JEmPPvpo3gGvJK1bt04bNiT/Lps5c6ZuuukmPfnkk9FQ/PFefw+vAAAgAElEQVTHH9eXvvSlvB+zGAh4AQAAbMjuVQJOkSkcrWubqkTLVL0ba+f4Ju0/lhyqTAUwzutjOx1Gw2Yrqp0Bu0gMadNJ/BkZ7gum+PlK/t1SN92NASgJk5OT0X63F110kX7yk5/ohhtu0J/+9Kektfv27dN3vvMdffe739XatWv1z//8z5o1a5ak9L1u58yZo+uvvz76dWRIW2z7hH/6p3+KBryHDx/WH/7wBy1cuDDuOGeffbbOPvvsjM/loosuiga8fX19Rp5+RmeeeWZcuBvZe+S5zp49W5/5zGf04IMPSpJefPHF6Fq7/21OwAsAAICSNNI93+otZGW307OBUj5Fv9DV9HwQYn+l/H6Hs01OTkZDywULFuhnP/uZnnzyST388MP63e9+l9RP9t1339Wdd96pJ598UnfffXdc24VEFRUVceFvpNI3HA5Hg+XGxkadfvrp0TYM/f390YA3tk9wNnPmzIleDgbzP3Nh5syZcV9H9h77esW2bSjEYxYLAS8AAIAN5TNAAsW1YOMOSdLyyrsKfuyd45tKqkLYiMeOreM1sRCn6BfOlo7tphzXaBDdEKg15fHdhPc7nCrSRzcSWnq9Xi1dulRLly7V2NiYtm3bpl/96ld66qmn4loxjIyMaP369frpT3+atoI32+NG/oadN29eNOBNrB42GvLGDmc7ceKEQqFQNETOV7pq3NNOOy16+d133y3IYxUDAS8AAABKQrV/VJLxlgwA4GYt7U1UEGcw3BfUzvFNWddV+YOmfMAH5CscDisUCqmsrCwuTK2qqtKqVau0atUqvfrqq7r77rv1k5/8JBp49vf369e//rVaWloMPUY6sUHpW2+9Fb2cKth99dVX9dvf/lb79u3T0NCQDh06pOPHj+v48eOGH88Mdm7JkIiAFwAAACUhUmn7/I2LpxXyHu336Wh/+jBk+IKg48KSBRt3lFQw0dLerIYU36Ppft9SDcVK/bgEaXZRSu935Ke3a0BDfRdmXbdw49PSx4qwIWCaIhW6kR65sQFrpJ/uggULdO2110av/93vfmco4M3kPe95T/TyO++8k3LNtm3b9MMf/rAg/XVLHQEvAACATdl9mEMxGemDmG3NttYVee0ha8/eC/I6PIqgt2u/elNcP91eqKmHYiVrEX08AQDWigwUk5LD3ksuuUT33Xefnn32WUnSoUOH8n682Orb973vfXG3nThxQjfccIMeffTRuOtnzZqlhoYGnXHGGaqsrNTJkyf1yCOP5L2XUkDACwAAAFur8Ta5rg/irU+szHj7VO/d/AasNZa3xn2d7niJ1zthqFCkGjtiulXZAAC4TWJ4G+nHGysS9sa2bzjnnHOiAe+MGdOLC2Org1999dXo5dra+J7fmzdvjoa7M2bM0OrVq7Vy5Ur5/f64HruvvvoqAa9BBLwAAACAywz3BTXSFx/UDk4kB7zV/qBG/fE9JjmFHZkMTvQYWpf4AQMKp7G8VfUVtPwAkMzj8SQNR/N4PPJ6vZqcnMx4ZlhsG4UPfvCDhh8v1eXjx49rcHAw+nUgEIheDgaDuvfee6Nf33777fr4xz9u6PGQHgEvAACATdGiwXpOHcw21TsysXVAcouJ6o3Z+8cCsQh4rVfjbVKNl4DXifi5gNliw93R0VHNmjVLFRUVcbcl9uSN2LVrV/TyRz/6UcOPmaq3b29vryYmJiRJM2fO1AUXnOpj9eKLL+rkyZOSJL/fT7hbIAS8AAAAAADTTfUszv6hQkPAx1C6GInDAXltnIuAF2ZKbI9w6aWXqqqqSrfeemtcBW1iha8kPfTQQxoZGZEkVVdX61Of+lTaxzl06JBefvllnXnmmSmP95e//EX/+Z//Gf367/7u73TaaadFv45tFzE2Npb2ccLhsLq6utLejngEvAAAAHCt9Z2LJUk/+NGm7EPSElT7R1XXNqCRbvv3pAWcIHVlebKGziVF2I15GgK1aW+L7Xlt9MwAAm8ARsQGrbfccovefvttvf3221q7dq2uvPJKXXXVVfL54n+XTExM6N5771VnZ2f0uq9+9auaNWtW2sc5duyY/vEf/1GbN2/WeeedF3fbyy+/rI6ODv35z3+WJL33ve/VV7/61bg18+bNi14+ePCgHn30UV166aVxaw4cOKBbbrklrqoYmRHwAgAA2FRsJQaSmX2qeF3bgKr81rQwcMKgMztJ9X2q8TYZChOBQmtpb0obyD527EfRywwHzM9tHTsM/Yxf3bmEgByul/g348qVK/X73/9eb7/9tk6ePKm77rpL//M//6NAIKCzzjpL5eXlOnz4sPbs2RNXRbtmzRq1tbVlfCyv16vXXntNa9euVXNzs5qbmzVjxgy99NJL2r17d1yF7ne+8x3NnTs37v5z587V+eefr927d0uSrrvuOt1///1qaGiI9u49cOCAJOmqq67SM888o3379uX1+pQCAl4AAAA4kpt7gcbuedH3LNyIDaUcAndV6rVGA6BiGzbQpkDiVHy3v04LNu5Ie1s+ww4jZy5gypaO7RlvJwCGG4TDYYXD4WjQu3TpUvX09Oh73/uefvGLXygcDuvkyZPas2eP9uzZk3T/2bNn66tf/ara29vjjpmq2KCurk6f//zn9W//9m/av3+/9u/fn7Tmfe97n771rW9p+fLlKY+3ceNGXXHFFXrjjTckKWlfs2fP1je/+U2tXr1a3/jGNwh4DSDgBQAAsDEGrZlj4canLavOBYy2KsgleHrs2DpD6/IJDovNjNfJalTnO4fR99Siig0m7wQwZnJyUh6PJ9qq4UMf+pA6Ozv1r//6r3riiSf0zDPP6OWXX9Ybb7yhEydOqLq6WvPmzdPixYu1atWquD65iYFxoi984Qv62Mc+prvvvlu7du3SkSNH9N73vldz587Vpz/9aV122WWqrT3VrmZyclLhcFher1eSdNZZZ+mRRx7R7bffrieffFKHDh1SZWWl5s6dq4svvlirV6/W6aefLkn6xCc+od7eXr3zzjtmvXSuQMALAAAAZFDlD+ojC7NXxDklYMqH056j2fttaW9Si7IHdk553YxUzI6N+0r2w5FCfB8JA52jpZ0wHs4TDoc1OTkZ14/3zDPP1Be/+EV98YtfNHSMSBibrVXY/Pnzdcsttxg+niSFQqFoyFtbW6sbbrhBN9xwQ8b7L1u2TMuWLUt524wZMzQwMJDytohVq1Zp1apVWfcZsWbNGq1Zs8bwersg4AUAAIDr1bUNqK4t838AZLpvSyX/oS85L/Awe79OCW6NMlYxe2HJVsA77f0PoDSFw2GFQqG4al6j94vtn1sIoVAo6brEABqFQcALAABgY7RosFaNt8n1p1S7/fnBeXq7pj6MsWP/5Gzc3BscgLNEgl5p6u/JSEVuYmVupB1DIf7ejBwj0/FiA+hUe4rdT64hdSkj4AUAAIDr1XibNBrKvYK3sbzVkQFofcCnUPOpAU5j/ekrTU8fPDWhzG0VqdPV2zVgqF1BS3tTSb5mNd4m1Zeb97ydGOxG2CHgdftwOgC5K1SAm+q40636NbKn2JDaTMV6HDMR8AIAAMD1FlVsMDyEyg1a2pt0fuhUgHT/dcGUodnRGy/UXp2aMF+oYVW3dewwdTiW2ccf7kv9eiUy0n/XjRrLW00NeJEfNw6nAwBkRsALAABgY9kGXGBKpgrV4Yq/VrPVp7//ttYVqa/Xfkn7o1/f+sTK6WzPEvGVxzvSroPzDfcFNTaePaizum9ufcCXMVA0GqwDAIB4BLwAAABwvL03Xpj+tmiF6opoQLtzfNO0Wjbc++OejGFyhJmn7g9O9Bjau1PbSyB3UxWb6X8GIhZufFr6WP6PN9QX1FBMG4CGLMFtRLYhZbd1TO+DiMT95LovAEBmq1at0qpVq6zeBjIg4AUAAIAjxfaw3Kbc+sotqtgQ9/U2bTV0v933hCVZe+r+aGhgWuG0HW3p2J59kTiV3G56u/bHfd3QucSinUxJ3E+E1fuCudZ3Ls54u9FWLgDgBgS8AAAANufxeEwZjOF08UOKkgPaav9o0nWpglGqXFFsdgmrE4fJEYbBTbIFwNOxc3yToXWJHyICgNkIeAEAAOBKCzYmn+69czz5uuWVdxVjOwUz1u/TSF/2ULr5Ap9qAubtI1PQMRrySaox78EdLlurArMkhk70vAVy45azJwAjwuGwQqGQ1duAQQS8AAAAKCmJA9WMtmewi6P9Po10Zw9Ph8qDplaKZg46Cl85BwAAgNQIeAEAAGyOFg0AUBicYp/dcIqBdanUB3yGK1pphQMA5iLgBQAAAIASMGQwuLNKS3tT3IDC3q6BgreQMPsU+/je4M5k9HW/unOJ9tcbC8yd1goHAJyGgBcAAABwObsM9XKKxKAxHae9rr1d+9Vr9SYycNrrmYodAl43vI4AgNwQ8AIAANicx+Oxegswyc7xTYYqChdVbMj5FOfhvqB6u04d24yJ8unEDrjLVLl3W8eOaVVomv1cCMhys6Vje8rrr+5cwmsJAEAREPACAADA8RoCtQU5zsKNT6vKH9TzNy7W0f7sg8zsbKjvSDQ8LdTrA3vKFqIWus2BUUN9wYxtIRoCPgJgEwz3BQ19z41UqQMAnIGAFwAAwAEYtJZZqorOx479KOfjjHRPBR7TDXcbArVqaW8itEJRtbRnDuqmWykd0RCojXtPGw0Qe7v2Zz5u55KMt6er1I6tTM+En0MAQKkg4AUAAAD+KjbYvTpL+CRZEyBNtWrIHJw5RTHbRmD6Ej+0uK1jR4bV5ssWaMNZjH4AQcsPAEiPgBcAAACuFOlZa6THbSoECYAz5BIQqr4IG4IpBid6dHg8fcsPaapfuZnMPj4ATBcBLwAAAFwp8h/ijx1bN637f23p1pTXW11F1hDwSe3N0a+znQafi1yCskV+gg4AxTMaGlAolDngNVuuwy4BoFgIeAEAAByAHryFc3HPIymvd8pgtfqYwVTDfUH1WrQPNwUdw1mGgUUwFMzZtnRsl7Qi67qFG5+WPmb+fozq7RrQsIH3J/2/AaB0EfACAADANQYneqzeAhyot2vAUOVytqFgcIfG8lartxDH6FC7FhXmQ5dcQmI3fdADAE5GwAsAAOAAHo/H6i3Y3mhooCgB71CGas9chj8N9wW1+zlJWUKZan9QuiCHDaLkGW21gdRKPbTM5fdYvWjVAgB2QMALAAAA5CBTz9tcgpGhvqBGuudnX9gmAt4EtFQAAAA4hYAXAAAAsLHG8taSryhMREuF4to5vkn7j50K1EdDiyXZv191qWppbzLUroEPPwDAPQh4AQAAHIJBa7CLxOrZ2KDosWPrDB1jeeVdBd2TUTvHNyVdNxryicCy8BoCtRlDRAJGc/C6AkDpIeAFAAAAkJPerv3qjfn66s4ljgmVRkMDKa5dXPR92EGq75vRgN6IlvYmx7wvAABwMgJeAAAAAACQk2EDfbAlKooBoBgIeAEAAByCFg2laTQ0oMGJU1WnjeWtFu4GsJ/1ncYqsG/r2GGodzOMMdoLu1AV/o3lraqvsFdYbPeWNABKBwEvAAAASsZYv08j3emHD1X7RyVJVf6gGstb1dI+tfZrS7cWZX+pFDPgTQzKCMSQSpU/qI8szB6qUrkJaapnd2Lf7vjbjf2OqfE2qcbLewoAUiHgBQAAQEk52p99mNbR/hqNaL8aCKhKQpU/qCp/fACVKkgnsJxS1zaglsr0H5TYldFKX6v0dg2kbHuQGIC2tDen/N1k1/dnb9d+q7cAAK5HwAsAAOAQHo/H6i3YXmwoNxoaSDNQy7gtHdvz3ZKp6gM+Xd25xOptqLfr1Os8GkofotW1DSQFqXZQ15b8PnFigAlnG+4LGqpmbQj4bBvmAgCsQcALAAAAV5g6ffdUKDc40ZN3wJtJQ6A2r5ClIeCT2pujXw9O9KRcV50lELVD0BMfSqWvkK4zfytQ4SpVx/rTv7eGK069L+3wHgQAoJQR8AIAAADTUB/wRXv0Tvf+scHYiWPmhdFuk/jaZRJbXSxJIxPJ37PqFC0aII10N6VtabJXp6rbCzVECyiUdB+YJWJoJQC3IOAFAABwEI/Ho3A4bPU2bC3SmsHM6l1Yy2iwnnpI3PykddUbCXcjllfeFb38ineHjir3IXtGh/MRDEOaOhui0Ah4AZQaAl4AAAC4itmtGUqJ0fDNSJgnSYsqNqi+MsNp/31BDaUYMpWo0D1IG8tbVV9B0AhnGErzc+LU3rwt7U2W7tuq3zsAUEgEvAAAAICDDRsIJqTp9UnNr1I2d71dA8aGTBV4sNxU/2aCGzhDb9f+lNcX+ueiVFj1ewcAComAFwAAwEFo0YBYw31BbenYnnVdQ6C2YIO3gESJfY4LEfYjdzvHN2n/sakPfGJbbaSTbyuNbB8a8T4AgOIh4AUAAABsgF6QpcNtp4QT5JWmbBX+harstzMjQToAFAMBLwAAAEpGlT+ohRuf1tH+9KHZWL9PR/trsh6rt2t/2lOlI259YqXhvRHwWiexp6nZwSqnhKMU1Bv8OXLChxgAYHcEvAAAAA7i8Xis3oLjVfmDqvKnr54c6/dJ3cmVaUZCXzhTYlBPsAortLQ36W/Ge5KuH+lucuTvH6M9vAvhsWPrivZYAGBHBLwAAABAjCp/UAs27oi7bqzfp6M3XmjRjuyvpb1JLcoe5pRqpV5iSwa3n7aO6akP+KI9dAEAyAUBLwAAAFxl9z2SEsLGuraBlGulqeq4sQwtGzLdF1NKNbg1ymhLBrsx+n114nMDAMBNCHgBAAAcxuPxKBwOW70NWxruC2qke37S9ZlC2mw9d+sKsjNncNvwr8QeoFPPjzDSKKOn2JfCMC24A73OAbgVAS8AAACQQaaBbG7jtuFfiQHlbR070qxEMVzducQRHwzEMtrbNVtwSLBoD3wfALgVAS8AAABc7/kbFydV6V7c84ih+6aqCIY5EituM60D7GRwInk4Wqx8gsVsgyFj1yF3dv69k+19FUFwDYCAFwAAwGFo0ZA7J06gN6ohUJt1jVMCUaMtAYBSQh9wc9n59w4BLwCjCHgBAAAAh6oP+LS+c7HV27DUzvFNhtYtqthg8k5KV0t7k1qUPSRzygcNVjL6Pq3x5h9K2uV3h9Eezk5s8QEAxULACwAAgJI0VkK9dZ1q2MDAt+FxY6evwzyEboVTiOAWAFB6CHgBAAAcxuPxWL0FV9h744WmHJcqs+lLDHSNDX27UAs3Pk3ICwAAShYBLwAAADANDYHapCC3weCwHrfr7RowVH2byMhp2tP12LF1Gg0tluTefsxAqVpeeZfVWwAASxHwAgAAANNQH/DZejiPlYb7gqaGtXZntKcoAABAIRDwAgAAOJDH41E4HLZ6G7bU0t6cdF2pB46YUtc2oLo0t8UOt6IKGwAAOAkBLwAAAFyjPk2LhNs6dliwG+dJ9/qlWudEmfr01lcW/znRrxkAABQCAS8AAACQo2r/qNVbMAUtJ4B42Xq7Dk70FGknAACkR8ALAADgQLRoyG5woicavvztt6W/TbPu+RsX62h/boO3FmzcoZbKq/LcIQCnayxvtXoLcDHeXwCMIuAFAABASYs9bT/XoBfJvF6v1VuYFiv2XVZW5tjXCyi2Uvx5aa74nNVbAOAQBLwAAAAoaXVtA9HL21pXpF1X7R+NC4PTnZpd421SjZdWB8U0/z0r1TC7NuVtT799S5F3AyAX//K9T1i9BQBwPAJeAAAAB/J4PFZvoeRU+YNxYXC6gLexvLWkA95itA5pCMSHub4ZzfLNSB3wAgAAuB0BLwAAAABbSwx0L1l3jho+TKALAAAgEfACAAAAKKBwOKxL1p2T9najLRMunH199HI+Ye6K034y7fsCAAA4AQEvAACAQ3k8nqKcDo9Txvp9Otrvy7jmL17JuzCo+kDmdW6WKZBt0H8UcSfWoKcoAAAoJgJeAAAAwKCR7iYd7a/JvEZhfXRhkTZkQ3zoAAAAUFwEvAAAAMBf1bUdUGN5a8rbJptHtbu/yBsCAAAAsiDgBQAAcChaNBReXduAWiqbJEm9XQPq7dofc2vmyl2cEg6H5fF4rN4GAABASSDgBQAAgCs1lrfGVeM+dmydhbsBAAAAzFFm9QYAAAAAuAuV5QAAAMVDBS8AAIBDcQp8bpZX3hW93Ns1kHZdr6ZuG+4Lmr4nAAAAIF8EvAAAACg58b11UWhU8AIAABQPAS8AAABcL7n/7gpL9gEAAAAUGgEvAACAg3k8HqolbShTC4iI9Z2Li7AT64TDYdqIAAAAFAEBLwAAAJCHav+oqvyn+vWOdM/XUN8RC3cEAACAUkLACwAAAOShyh9UXdupit2R7vkW7sY+qOAFAAAojjKrNwAAAIDpI0ADAAAAShsVvAAAAECMhRufjl6u8gdV422Kfj0ayt5bF1PoDQ0AAFAcBLwAAABAjNh+uhKhLgAAAOyNFg0AAAAORosG2BlVvAAAAOajghcAAAAlp67tQMrrR7rna1vrirT3iR2mBgAAANgBAS8AAABKTrqgdqR7ftr7jHTP11i/z6wtuVI4HKbKHAAAwGQEvAAAAA7n8Xg4FT6L5ZV3JV332LF1OR/naH9NIbYDAAAAFAwBLwAAAFBA56/1qDphUFusxvLWIu7GWnzwAAAAYD4CXgAAAKCAPrpwseoDtHIAAABAcZRZvQEAAADkhx6nuds5vsnqLZQMqngBAADMRQUvAAAAUETDfenbN8SiChgAAABGEPACAAAABXTvj3uil2u8TSnXDPUdyXqclvZmtbSnvr+ThMNhqswBAABMRMALAADgcIRn9nK0v+bUZWUPcgEAAIB80IMXAAAAgGnowQsAAGAuKngBAACAv7q455Ho5ZHuJo10z7dwNwAAAEB2BLwAAAAu4PF4qJRMobdrIOX1RxqDqvIXeTMljD68AAAA5iHgBQAAgCsN9wXV27U/5W0LNxZ5MwAAAIBJ6MELAAAAwFRUlwMAAJiHCl4AAAAXoEWDdar9o9HLR/trLNwJAAAAShEBLwAAAErO3hsvjF5uCNRqfefiuNtHQwMa8/9Iast+rGp/UFX+oMb6fToac1ycwocPAAAA5iHgBQAAABLUeJtU9dfg1goNgVpLHtdMDFoDAAAwBwEvAACACxCcWauxvFWNH2vVos74QHhwokejoQFJ8VXD2dQHfGppbyroHgEAAOBOBLwAAABAgdQHfHFfhyZ8Ck1YUwVsN1TwAgAAmIOAFwAAAMjD8sq7JE1V60aMhgailbu5amlvVkNCUAwAAACkQ8ALAADgEh6Ph2FWFooNePPh1tYMvDcBAADMQcALAAAA12ppb866Jt9q2UIFuwAAAMB0EPACAADAleoDvqSeuJlMt6UCAa9x9OEFAAAoPAJeAAAAl6BFQ34GJ3qmHfKmM9ZPL91YBLwAAACFR8ALAACAkhapwC10uCtJR/t9Gumen3VdXdsB1bUNRAe2AQAAAEYR8AIAAKBkjYYGaLFQRFSYAwAAFB4BLwAAgEtw6rsxt3Xs0FDfkZhrVqRct3Dj06ryB4uzKQAAAGCayqzeAAAAAIDSQRUvAABAYRHwAgAAACgaAl4AAIDCokUDAACAi3g8HgI0i9V4m1TjbZIk/cUrjYjvBwAAAMxDwAsAAAAUUI23SY3lrZKkEe+ApP3Wbshm+AACAACgsAh4AQAAgBzEVuimuz1XjeWtaqnM/X5OFQ6HGQoIAABQIAS8AAAAgAGR4LaxvHVaIS4AAABgBgJeAAAAF6EHb+HsvfHC6OXz13q0/B9b424f7gsaOk5DoDanx/3a0q2G1t36xMqcjmsnVPACAAAUDgEvAAAAkEWqit0tHdsN3dfJQSwAAADsr8zqDQAAAAAoLVSZAwAAFA4VvAAAAC7Cae/Zre9cHL3c2zWg3q79Fu6mdNGmAQAAoDAIeAEAAAALDE70aDQ0kOKW+UXfCwAAAJyLgBcAAMBlGLTmHKUc8FLBCwAAUBj04AUAAABQdHwIAQAAUBgEvAAAAAAAAADgUAS8AAAAACxBFS8AAED+6MELAADgMvTgLbzR0IAGJ1L1y0U+6MMLAACQP0+Yv/4BAABcJRwOa3Jy0uptON5jx9ZlvP35GxdLkmq8TRnXre9crK8t3WroMS/ueSTpusbyVjWWtxq6v9N4PB6VlXFSIQAAQD6o4AUAAACmYcHGHZKk5ZVXWbwT56LWBAAAIH98XA4AAOAynPIOJyHkBQAAyA8BLwAAAADLEPACAADkhxYNAAAAgE3UeJs0Goof5jY40aPBiZ6469zclxcAAAC5IeAFAABwIY/HQ2WkiUa6Tw1W6y0fSLuupT3zALZEqQJet+N9CgAAkB8CXgAAACBHI93zT13W/rTrcg14S1U4HKZ3dJEM/eGIfnDt77KuawjU6l++94ki7AjFsuPYzYY+QLpw9vXyzWguwo4AAIVCwAsAAADYxH8tC0takfb2av+oFmzcUbwNFQkBL1Dahv5wRI/ftS/ruoYP1+qSdecUYUcA4CwEvAAAAC5EiwYAgJMM9R2x5HGDJ9OfhRGLqmYAdkbACwAAAMBSZn4YQWUg3KiY7+uhPxgLXhs+XJvX41hl4J2HaV0BwPEIeAEAAACT9HZNhQYt7cmhQGx/3uG+oLZ0bC/aviJ2jm8yFGwsqtigGq+5/YTNbNNgVWUgYKZivK/p2QwAzkDACwAA4EL0M7WH3q70p/5muq0UTU5OWn7cUChkyh7shNfDHcz8Pk5OTkbvk8/jjIYGDH2AVONt0uSkb9qPUyyxrwsA2A0BLwAAAADTGK1ObgjUan3n4iLsCEChDfUd0deWbs26LtWgyEUVG8zaFgCUDAJeAAAAIIXllXdFLz92bJ2FOwEAAADSI+AFAABwKY/HY+rwKhRfjbdJyyuvsnobgCvk0kKg0D2oqWw33+BEj6Hvr5E1AGB3BLwAAABAjuraDsR9Pdbv09H+Got24wOhtlUAACAASURBVB5WBm4oLcN9Qd374x1Z11X5g7riH3mvOZHR3ycA4AYEvAAAAECO6triQ4OR7iYC3gIwWnGX2LNz5/imtPcbG/dJurAQ23OF+oBPtz6x0upt2EKp/czS6xYA3IuAFwAAwKVo0WCOqWpdX9J1hdTS3qyWdqoGrTDcF1RvV/aQuT7g43sEAABsgYAXAAAAyAHVuu431HfE6i0Alomthh8NBS3cSXHQ7gWAGxDwAgAAALCcWf0yq/xBLdz4tCSpsbyVMCcDeiA7R33Ap6s7l5hy7NhWKWMTPlX7U3+vE98D0/1gZOf4JktbqfB7AYAbEPACAAC4lMfjsXoLKIBM/WVjLarYkHNIUSo9Oav8U1WI9RU+1XgL207DTabbA9ksBM6Z1QfMfy9X+YNasDH1MLpFFYujr/twX1BDHVS+A4BVCHgBAAAAYBqMVhyXYvhYCHYLnAEAsCsCXgAAACCL5ZV3RS+/4t2ho6JSzaj6gE+3PrEy5W1Gq5PNNt2eo7kEkNMJec2s3gYKrSFQG/d1qvdupJp+ukZDA3rs2I8yruHnAUApIuAFAABwMY/Ho3A4bPU2HOWxY+sy3j4aWiwp+5C1lvbmlNf3du2fzrZgosSeo1b1AgWcLLkHL8MoAaBYCHgBAAAAEyQGuQ2BWtN7Zn5t6VZD69JV1AIojkyV7fkyWlnu9uFijeWthta5+TUAUDoIeAEAAADYWuIQLQIZGJFxSFuztHDj0waPtLhgeyoGo8Pp7KTKH9TFPY9ISt9iIdeWLvyeAFBKCHgBAABcjBYNxuwc31SUx2lpb1JLu3tCh94uY2FLvs85W6UhQ7aQSrZK1ip/ETcDAICJCHgBAABQ8nKpCqvyB1XlD2qke76JO7K/4b6goX7CiYOX7K7KH0xb2ZkYNB/WjmJtCyaa7lAuo5WyiRXoEQzRAwAUCgEvAAAAkIO6tqlAptQDXjer8gdTXl9f4VON91Qf5cPjxdoR7Mhor1unVZgTJgOA8xDwAgAAuJjH47F6C0BaTgu+3C5dpWmisX6fxpQ6BI9l9lBBmMPocLJCHT+xErpYLXMAwE0IeAEAAAAbyy0Ezd4yAUjHSLA33BfUlo7tWdc1BGq1vjO/4WRGA2cqTp2jxtukxvL49wWBLgDkj4AXAAAAAGA7mQLn+KB5a5pV81Xt92nBRnolAwDcjYAXAADA5Twej8LhsNXbgKZCqUScxm49u1aA0sICTlEf8OnqziWWPDZD6ACAgBcAAAAoiqG+IxrqOJJ0/a1PrLRgN4hlds9RwEw7xzcZGvZmNj6sAgDrEPACAACgJPV2DUQrakdD6XuF1rUNqMqffaCUHRAWA0insbw1rtKVqlcAcA8CXgAAAJejRUN6Q32RitqatGuq+n0pA95ImJquem5b6wpDe8hUeUcAU1ijoQFDlY5GhnsN9wX1QMd8SfMzrqv2j2r59/g+WilVhfZYv0/d1039/G/TfqUbUFiIYXF2YXRoHQDAeQh4AQAAAAtlmiC/vPKuIu4kdy3tzVnXNNjotO3BiR5DAW8he98SqFmrxtukxvLkgHbYG5SU3DIFzjMaGtCze3fo199M/0FdhJsCewCIRcALAAAAIGf1AR89N1HS0lXEpvoQIdV1DNErjMGJHo2FfJIutHorAGAZAl4AAACX83g8Vm/B0aZCHKt3ATjLUN8R3daxI+n6+oBPLe3uqGpON5wvsW1Luir9RRUbqPAGABQEAS8AAACQQY23SYsqUgc5QClqCNSmvP5UT+vUX1tlcKJHEj1oM7WDiVXs4DldJXO2dipGW64AQCkg4AUAAAAAmxnuC2pLx/as64rdU7Q+4Ev5eMN9QQ112CPQjTUaGtDgxFQlsRUtEcb6fRrpTh2WvuINSpram5sqmwullMN4AMgVAS8AAEAJ8Hg8CofDVm/DkaYCovRVYlSQIRfDfUH1dqV+zyS/l7IPjSpV9QGfbn1ipaTklghj/fG9oSNfD5cHNeYNSpKG+oJF2ql0tD/19/EoQ94AAAVCwAsAAABkMNm8Q4MTuYdB1f5RE3YDN0jfuoBAN19j/T7tvTH1sK29OiIRqpa00dCARkM+qoMBuA4BLwAAAGCCBRuTB0xZIVPFaCxOEQecyWjricRKZwCAexDwAgAAlABaNCRraW9SQ8CXdd3hxgMaDRXvdG4z2GXYFQAAAAqPgBcAAAAlq95IwDtehI38FacNm6vG22ToNTayJrYHLJynIVCrpf8v9Qc3Rt8nAADYBQEvAAAAYBOjoQE1lreqsbzV6q24Eq+rPQxO9EiyNkidGp6Yuo2K0ZYHsFbc+2ehVP+zAYMtKBabui8AsAIBLwAAQAnweDxWbwEA4oJVtwapsaG115v9LIFCytRzezTkUyTcrPIHVdfm7H68iR/Y7BzfZNFOAMB6BLwAAAAAmC4PFEhs8DhcHtSvtT2v4xkdjjYVmPsy9NyuyWsfAAD7IuAFAAAAADhW7Kn6Y+U+7RVDBbOp8TZpeeVVVm8DAFAgBLwAAAAlwuPxKBwOW70NAAZU+0e1YGP6HrFUWp8SVzHrDUo2CnjrAz5d3bnE6m0AAFyOgBcAAADIwOggqMjgKCCTXAK/eoMVlsYGS8k1ofBUO5HUz3l4Iqhq/9TlxOcbe58qf9C0/SWqDxS3D69RubR+cMt7BwDcioAXAAAAyCBxkE8qvV0D2ta1Iuu6urYDjh9shPylC/wGJ3riArfD46nv31jeGhe4Jd4vHbcEdRmfb7O0YOPUxUUVi+Oe787xHYbDcDiPW4f2AYARBLwAAAAlghYNzjAaGohWAxsJl7OpD/j0mf83ajDYWpz342H6MlWmAgAApEPACwAAANhIbMhXiIBXmjodPRQq3inpAAAAKB4CXgAAAACA6xntp+2GNhYAgNJCwAsAAFAiPB6P1VsAYGPFGroVqUwvdpBaqIp4AADshoAXAAAAcDkqEmEXNd4mNZbT69ks9QGfru5cYmjtYe0weTcAgGIh4AUAACghDForTVQuOtNId+pgfma5JJ2qtP2bzxs73s7xTXFf51uJGyuXYBG5WVSxIaf19QGfoXWHx6ezG6RTrAp4AEiFgBcAAAAAbGas36eR7vkpbxvR/ujlhkCtFhgMeM1mNFgstt6u7KGbJLW0E7oBAJyJgBcAAACAaYb7gtrSsT3ruoZArdZ3cuo+Cmc0NKDhvqB6u45kXdsQqC3CjgAAMAcBLwAAQAmhRYP1GstbNTjRY/U2AMeq8TbFneI+GhpIeWr84ESPxiZ8ki4s4u6cI9fWDwAA+yLgBQAAAPLU0t6kE6s2ZV8oqbF8AwEvUortlTxcHtReZa88LUWJPaUTewvbDb1ZAQBmI+AFAACA6w1O9BgKVRvLW4sykIyhZ0glNtwb8wYlAwFvuupVAABQOgh4AQAASojH47F6C661vPIuw2sJeAEAAFAoBLwAAABAATx2bJ2hdZEqzcbyVk7HjjHUd0RfW7o16fpiDF8zWgHL9wsAAPvwer1Z14RCoSLsxHoEvAAAAEARxYaJw31B9XZlDxfrAz61tBMummVwoscWPVJj2y0MTwQl1Zj2WKkwdMsd6PkLoBAIT52FgBcAAKDEeDwehcNhq7eBvxrqY5CWGxQirI8NmsdCPkkXFnKLQNRYv0/3PxCUtCPjulL+cInKfiB3Ho8n+i9WOBzW5OSkRbsqDQS8AAAAgMm2ta5Ivk77LdiJMxkJTiVZHkQVOqyvazuQdU21P2j4eFZVbDrl+xdhtAJ25sPGKp7/5vP57si44b6gHuiYL2m+gdV8uJRJrpX9BL0odWVlZZbNejh58qT8fn/0661bt6q5udmSvViFgBcAAAAwwUg3/7FfCEN9RwwFpw2B2iLspjCMBIhV/qCqcghv7Wqqsjn7hxlO+v5JUxWwew0+rwVFDHhhHYZnwq3+8Ic/qK2tLfr1nXfeqY9//ONJ6xjkay0CXgAAgBJDi4bCGJzoyXj7SLeRCjr3qw/49PmfHUgKNMf6fdp7Iy0ICsFo9aBTKgxzrfjN9Ly8Xl9B9lTKhvuMfdBQH+C1BkpVbLi7detWXX/99TrjjDO0bds2C3dVWgh4AQAAgByNhgayBryFNNR3RF9bujXjmpb2Ztuc4o7iaixvdUx4m810Kn4zVU4Olwf1a20vyN5K0VDfEQ11GKugX9+5uAg7AmBHsQHv7t27KSSwAAEvAAAAAAAmWVRhrFcvALjBwYMHrd5CSSLgBQAAKDGl2COtsbyV/ohZDPcFtaUje6UjlXowg5EqdTjPVEV29pYb9QFf0hkIRoecuamCHXCasrIySfF/W77yyitJ6zwej7xeb9L1oVAoaV3kWJH/DYfD0X/Tkfi44XBYk5OTGe8T2Uemv5knJydtValMwAsAAAAADrKoYgOBlkMM9R3RbR07sq5LFXC6hZEhiamMhgYMBbwArJMYgJ44cUKHDh3K+RiZwtTY24yEs0Yez+v1JoXLsbdHgutM7BTuSgS8AAAAACxQ5Q/q4p5H4q5LFVwarSzOB2EpzDTdgBMAnObgwYM5BZ9lZWU5nVmWLZzNRVlZWcqw2InhrkTACwAAUJI8Ho8t/zgtdVd3Lkm6rrdrwFBANNwXTDntnsn22dm1fUeNtyll+EwgDQCwi4MHD+o73/mOXnvtNb322mvR61977TU1NSX//9X27dtVWzs1KDOxtcPPf/5zbd++XQcPHtTRo0c1e/ZszZs3T8uXL9fnPvc5zZgxFWPmEvJu3rxZ//3f/y1JOvfcc3XPPfdo5syZKYPl2Ov6+/u1bt06HTt2TDU1Nfrtb3+rmTNnSlLeVcRmIOAFAAAAbCJVGFsf8BkKeNNNu7+6cwkhbxHUB3wpA/pUDiv7KfsSvUULpaW9OeX1vV37o5fjewDP/+s/qdo/qgUbjX2/nKQhUGuoJcRQXzDudSol/OwBxrz55pt66qmnpn3/t956S5s3b9ZDDz2UFNqOjY3pueee03PPPacHHnhAt99+u97//vdLMlZpK0lXXHGF7rzzToXDYb3wwgv61a9+pc9+9rPRY8SGtbHHvOOOO3Ts2DFJ0mWXXRYNd+1aIEHACwAAAFjo1idWWr0F20sX0MVqyBBiGxnyNPU4+QU66YL0xD6ihyfyepi8Fev1OHWc7AGrWeoDvpTfl+G+oHoN3L/G26TllVcl378iqNr25Ir5VIoZkNYHfAX/nWLkdRrqO6L/75ofpbm1Juv9R0MDeuzY1P3t0mParpX9gN3MmzdPX/7ylzU+Pq6XX35Zv/vd7yRJs2fP1uc+97mk9bNmzYpefumll/SVr3xFL730UvS65uZmnXPOOSovL9ef/vQn7dq1S9JURe0111yju+++O+sAtFhz5szRpz71KW3btk2SdN9990UD3thjxF4eHR3Vb37zG0lT1cJtbW3R2wh4AQAAYBu0aDBfXduBjLenO/2+lA1O9CRf2Sj9TWPCVTlUtg4brEBsCNQaOt50DE70GBoWVYxgq9ivR74Bq12le16JnP48c3G0P3uQC8B9ysvLde2110qSfvnLX0YD3tNOO03XX399xvvOnDlThw8fliQtXrxY11xzjfx+f9yaPXv2aN26dTpx4oSeffZZPfnkk7r44otz2uM//MM/RAPe3bt3649//KPmzZsn6dTfxLEB78MPP6yTJ09KkpYuXaoPfOAD0dvs+vczAS8AAAAwDemquyKT3+vaMgd6iypK5/T7RRUbDK3bOb7JUBCK4oi8l7Mx+8OKxArg0dCAJpt7tHM8uXXCWL9Pv/4mQWMhpQv7GR4HIDEYzdWcOXP04IMPKhgM6iMf+UjKNeedd57WrFmjrq4uSdKjjz6ac8C7aNEi1dfXa3h4WJLU3d2tm266SVJywBsOh/XAAw9E77t27droZTv23o0g4AUAAABylCnQ2jm+qaCP1dLelPJU+ds6dhCwwFS5VB6bJVWv2J3jPRoNBTUaSm6RMBbySbrQtP2UmvqAT+s7FyddP9wXTNnzu5QZ/YDKLi0ogEKYnJxUWVmZoZA3NhyNbbFw9tln6+yzz85434suuiga8Pb19U1rr1deeaW+/e1vS5J6enrU0dGhWbNmyePxxPXe/f3vf69XXnlF0lT7idjg2a7VuxIBLwAAQEnKp9oC6U23+tTo/QgFzDMaGkhZERqLoWcAAMQzUsUbDofjwtHIfYwOSpszZ070cjBorP95ohUrVqizs1PHjh3T22+/rZ///Of6/Oc/Lyn+7+L7778/evmKK66I27OdEfACAAAABTLd6t3R0EDq/rMJGstbTRv8Y8ZwJqehPcT0pHvvZgrEeb8ZV6qVoUZ/17npOQOlJBL6Gik6KC8vj14+ceKEQqGQvF6v4cfxeDyaNWuWVq1aFa0Evu+++6IBb8Qbb7wRHa5WWVmpFStWRG+zc3sGiYAXAACgZDFoDUAhTDcYN9oCwsmV0/UBn67uXGL1NhzJTsMJARReqoD21Vdf1W9/+1vt27dPQ0NDOnTokI4fP67jx4/Hrcvl79fYEHnt2rXRgHffvn164YUXdO6550bXPvzwwzpx4oQkadWqVZo1a1bOj2cVAl4AAAAAjtTblT38Ge6b3qmcTuLUFh9Gh7g5XX3AZ/UWAMBWElszbNu2TT/84Q+n3V83k9hw9swzz9RFF12kp556StJUFW9swPvggw9GL69ZsyblMeyKgBcAAAAoskJUJJZ6aDTcF1Rv136rt2ELuQ1DK+33DQDAWrED1k6cOKEbbrhBjz76aNyaWbNmqaGhQWeccYYqKyt18uRJPfLII9N+zMgwOGlq2Fok4P3FL36hDRs26LTTTtOuXbv00ksvSZIuvPBC1dXVRe9PwAsAAADbokWDdQrRR7el3V7VmECixJ7UdjqVviFQq/Wdi63eRlE5tdIbgLvEVu9u3rw5Gu7OmDFDq1ev1sqVK+X3++NaOLz66qt5Bbyxf+8uWbJEZ555pl5++WW9++676unp0Re+8IW44Wpr166NXrZ7790IAl4AAAAArtbS3pzx9tHQgCabzWsVYLfALNvrIUkNAZ8Oa0cRdoNiKWRP21x6Cxs/2+Aqg+sAOE1s1W5EMBjUvffeG/369ttv18c//nHT9hDpxevxeLR27VrdcsstkqTu7m6tWLFCv/71ryVJc+bM0Sc/+cm4+zkBAS8AAABQBGP9p0KO4Yr4vrBjIZ/GJqZur/K7v2dsOkYrm2u8TRqTsdepIVCbtdp553iPRkPmve6FqNgulPqAz3Dgdni8sI+dWNHrBMN9QW3p2J51XSlWBLulTUwpDPsD7CCx7+6LL76okydPSpL8fr+p4a4UP2xt1apV+t73vqfjx49rZGREW7ZsiQ5XW7NmTXSvTgl3JQJeAACAkpVYSQFz7b3xwlOXlSowmrr94p7pn4JoFiPDzKT820aUcngy1VM4++tcH/CVfHuOjIH5BdIlvVMXS/n9BONKZdgfYJbYELS8vDx6+c0338x4v9jWB2NjYxmP39XVlccOTx0nEvJWVlZqxYoVuu+++yQpWklcXl6u1atXp9yj3RHwAgAAAEjL6DCzhkBtEXbjbkN9R6zegiMQ3MKOpoYYAqXtAx/4QPTy22+/rd/85jf69Kc/LUn63//9X73++utaunSpJGnevHnRtQcPHtSjjz6qSy+9NO54Bw4c0C233KJdu3YVZH+xVbxXXnllNOANhUKSpM9+9rOqqqqKrnUSAl4AAACgQGq8TaZWgo2GBjQ40aMabxMhVwHl0hoChRPbtiSjC8zdB8zBUDeg9MyfP1+1tbU6cmTqA8t/+Zd/0QUXXKDx8XG98MILeu9736vHH39cZ5xxhubOnavzzz9fu3fvliRdd911uv/++9XQ0KDjx49rcHBQBw4ckCRdddVVeuaZZ7Rv37689hcb2tbX12vRokXauXNn9LrY4WoEvAAAAHAMj8fjuD9g7WxRxQbtHN9kWsgbOZWYXpCFxWuZmtHXZTrv97F+X1zbknSq/aMEvA5VyKFuAOwtUhk7Y8YMfeMb39DXv/51SVMtDmKrbz0ej0ZGRnTGGWdIkjZu3KgrrrhCb7zxhiRpz5492rNnT3T97Nmz9c1vflOrV6/WN77xjbwD3kSrV6+OBryBQEB+vz/uOTkJAS8AAAAAIInRymYzP9SgWr100fIAcI7JyUl5vV5J0vLly3Xaaafpjjvu0IsvvqgTJ05o7ty5+uQnP6n29nZ98IMfjN7vrLPO0iOPPKLbb79dTz75pA4dOqTKykrNnTtXF198sVavXq3TTz9dkvSJT3xCvb29eueddwq270j1sBRfveuk3rsRBLwAAABACrd17DDUE/XqziWumSbvNC3tzVnXNBTge1OsIXPTRQDqbgSdAKz04Q9/WAMD2f9/cHJyUmVlZZKkJUuWaMmSJYaOX1tbqxtuuEE33HBDxnXLli3TsmXLUt42Y8YMQ3uMHTB89OhRbd26VZL0/ve/X5dcckn0NqdV70oEvAAAACWNFg1wqvqAryjBuhOGzBmttM3FcF9QWzq2Z13XEKjVgo0Ff3gAgMOEw+G4kDfTusjfntnWFlpswHvPPfdEq4Evu+wyzZw5M7o/JyLgBQAAAFAQgxM9GW/ndHt3MlphamYrBwCA9cLhsEKhkDweT/Rf5PrYYDcidq0UH8DG3sfj8RQkDI4c/91339U999wjaSpkvvzyy+Me14kIeAEAAEpY7B/SQD5GQwManNiRcc3/397dx8hVn/cCf86MbVggKumuU1W4yssuZl2ttDeUFGhM00tIXVUo16ak6QtyaZKmEegqKagtIUGRIlKhRKY3rRylNIrAUpO0BWxe2sq6bmgFN8gB3K7kxMvWTiGCBuJ1cRMEZs3MuX+4O8y+ztndmTnnzHw+EuLMzG9mn90dW8ffec7zc6k55MefP2AlarXaqp+7WJi7lrWzwfFaNAfE999/f7z00ksREfHe9763senbSuouGgEvAAB0wZvHTuRdQmkUfeYtq9McMB4bmI5D0XoERN6Gx4fizgM7OvLaJ2qTmTqaV9r5nrVT+vKBW3TUR/YRJ35WUG6zTQ31ej3uvvvuxv3XXXdd47is4W6EgBcAALrinbfP7W4drI6W5nL1VpuZnahNRn1Le76XMsy87YTh8aG4cVe2DWnoDVMz+zIHsXSO4BZ6X3P37oEDB+LZZ5+NiDObwV166aWNxwS8AACUlo3W8vHv3xiNYxOtNwl7+29Mxvlj012oaHFZNjN7/NV9caKWX429ohubxgFAv2keSfbLv/zLMTm58MO1sp8LC3gBACAHxyam46XDgy3Xvb3pePZSbR1nxdapS+97TZYubKF3eXX7vZ31ioh+/jMH/SjrfhP1er3DlXSWgBcAAEpisDqaeV5kXk4eHopDn373oo99M45ExJnxCyPjGxeEd6udqdvumaPNr7WazmSX3r/hzMiN1j+L4fEhM5V7TLf/rlrJnzshL/SP5vEMi0nTtPThboSAFwCg7/XriIapmX3LPn4m2GvdYTtf1lDj+9XpeCmOt1z30uGheOnwmSD0R9WIf6/ODTDKGoodnTgeRyfe+P6LNFO3OSg6OTMUEYsH1mTT/HsGgG6q1Wp5l9AVAl4AAPrOidpky4D3nbef6ZhdaZdl9s6wx1oviYh//8ZFbxxHGrMdsBHFCkV72dt/4+lF728esTBilEBfOTYxHbtvfrTlupHxjXHDrq1dqAiAfibgBQCAFvbvmYz9e460XLdt55ZCdNRmGVmw3CiFZv0eUJ0/Nr3kJneXD2zv2Uu9h8eH4s4DO/IuAwDIQMALANDnsm4+AUtp7mQ9uWEoDmUYPQFZZZnhG1HecSX9ot2zsgF4g4AXAABYk+a5w8eq0xECXtrkzCZtrbvnjSsBoJ8JeAEA6NuN1iimbTu3tFxj5i1l19z53mrdSqx0bjgA5SfgBQAACmN4fCiGhbf0gebOdwBYCwEvAADkYNvO0dgWZzrzTtQm58ymfOnwUDz5VzqqydfUzL5MM1M3b+jdzeYAoAwEvAAAGNGQg+Yu1eHYGhFbG7ePbZiOJ//q0Ryqyu7YxHTsvrnYNealU5fed9v8Dx6gyIr+5wmgkwS8AADAsqZm9i2479jMdEQMZnp+p2fqtnvm6FqDIpfev2F4fChu3HVF3mXQB/y5A/qZgBcAgEiSJO8Sui5LGHDy8FDsPzwZxyamu1DRXEXZaOxEbTKmZh5bcP/J2lBEvLvl80fGN8a2neXqrBMUtVc/z1Q+0wU9pLsUgI4S8AIA0HeyXkL/pb96LI5OHOlCRXPZaAzaZ/+ebGMmVvJBxPD4UHzgoaczjrDY2noJAKyBgBcAANboxl1XFCqQzTSy4LKI6w4sv+TxV+8wg5VSOzYxHfv3tP6QZmR8YxeqAYDOEPACABARNloDoHPaPSsbgDcIeAEAACisbs6jPjYxHbtvfjTD19sY77y9LV8SANZMwAsAAD0u66iFywdusRkUhWIeNQC0Vsm7AAAAiiFJkrxLAAAAVkgHLwAA9KmTh+d2Rh7bMB0nq9NvPD4zFCdrQ3H+2PT8p+ZKR3J3bN6wPdO6bv+Ms27853cPQL8Q8AIAEBE6ePvNycNDcejT755z36E4HhHHm+4ZjDePjcY7b39swfPPH5uOK/c9EBGC1F5V1N/p1My+zAF/hPEOAPQ+AS8AAACQi6yB/eYN2wv7oQNA3gS8AACwhKwbPNkECvrPmQ5h1upEbTLz2I1uEjwDZSLgBQCgIUmSSNM07zIKY9tO/2iHstu2c0vLNSM+pGGeogbPAIsR8AIAANCTsnbhA0CZCXgBAGjQwUu/OzYxHbtvfrTlupHxjXHDrq1dqKiz+u37JT+Pv3qHjliADhHwAgAAtFHWIOvygVvM7uygqZl9mdY1z1AdHh+KOw/s6GRZheF9CtA7BLwAANDjFtsM6tjAdByK1p2bEVH6cOfYxHSmdSu5lP/MfM6h0v9sg5g7pwAAGtZJREFUepluUQD6hYAXAICGJEnyLoGCGayOxuUD+Vyav9QmRysJ7vIeQXDy8FAc+vS7F33sm3EkIo5ERMSbx07EDbu29nRgrGMUADpDwAsAAH1qZHxjyzV5blA1NbNPFyYLZA1/vXcA6BcCXgAA5rDRWn8YHh+yaVaTE7XJePjlr8TJV4ciYvGOW7pv6Q7si+bcWqwD26ZeAPQLAS8AAEABGWlAP2re9K6Z9zjA0gS8AABQIlMz+2JqZl/LdZs3bI/NG7av6WsJGIFuG6yOFuLvk6x/fxahVgABLwAAcxjRQBkst3nZrG/+9wZmACsluAXKRMALAADAsmZnFC+m7B3cj796x5zbZf9+WJ4rE4BeJOAFAGCOJEnyLgFyc/7YdFy574GMq8uxSd2ygdZwxJX/PfFjfqCV1yZlzSNITs4MRcRg12sAgDIR8AIAALTR5QO3NI6PDUzHoXg0x2rKpzlUPlkbiojlR3EAQL8T8AIAsIA5vPSSkfGNERHLdqOePzbdOHZpNgBQJgJeAACgZ42Mb4wbdp0ZpfD4q491feTA8PhQfGr/lkxrez1Ubu5sXkxeIyH6VavfBwDlIeAFAADWZP4mVUvp187Yfvyei2B+gClALjebowEsTcALAMACRjRAa8cmplsvijNdvKxOlk3vyhronahNZgosB6ujpfz+5sv6ffTC9wrQbQJeAACgkJYLeqrVbKHpidpkPPzyV9pVUsOxienYfXPrzdNGxjfGBz+/eK2tgiyX0Pe2qZl9mTtSe8HmDdvzLgGgZwl4AQCgRDZv2N61oCRrsNSpS9+X+z6PbZiO/xutA9a8nahNxuOvPrboY2XtPAUWMkICyJOAFwCABZIkybsEWNbw+FDceWDHsmvKNnM1a0fn5g3b5wRErZ5Xpp8BKydYBEDACwAAUABZZ7K263mt9MpogFm99v2wOt4HQC8S8AIAsCgbrUFvKXoH5/yRHFk7mgGg3wl4AQAAyN388HmwOpopkC5yaA0A3SDgBQBgUTp46RdF72ztV93aTBAAyq6SdwEAAAAAAKyODl4AAGBNWm1alCRJVCrF7S2pVCpRrVZX/Jw8vm4ezyNf7fq9lf33v/W8T+VdQluU/fcAFJOAFwCARSVJkncJUGgj4xsXvb95Y7Dzx6a7VQ4lM7RuSwyt25JpHQAsR8ALAAD0pE52/I38j43xv//PexZ9bPLUiZh+/UjTPeb7stDo2dfkXQIAPULACwDAkmy0Rjv023tIcAf9p1dGSADllKT9drYFAEBm9Xq978I5OsPMydbmdv0ubf4l+6t9HgDQGwS8AAAsKU3TqNfreZdBD6hUKuY6AwB0gBENAAAQZzbGat4caymD1dEYrJqpCgBAMQh4AQAgIqZm9mUKeC8fuKUL1fSeNE118AIAdEAl7wIAACgugRwAABSbgBcAAAAAoKQEvAAALEsXL+1gb2cAgM4Q8AIAAAAAlJSAFwCAZengpV108QIAtJ+AFwAAAACgpAS8AAAAAAAlJeAFAGBZRjTQLkY0AAC0X5I6ywIAoIVarZZ3CR03NbNv0fsPfHIojk4cb/n8G3ddEcPjQ+0uq6ckSRKVih4TAIB2Wpd3AQAAFF+SJD3ffbl5w/ZF7z8Qj3W5kt7V6+8hAIA8+PgcAAAAAKCkBLwAALRkDi/toosXAKC9BLwAAAAAACUl4AUAoCUdvLSLDl4AgPYS8AIAAAAAlJSAFwCATHTxAgBA8Qh4AQCArjGiAQCgvQS8AAAAAAAllaQ+QgcAIIM0TaNer+ddBj2gUqkY+QEA0CY6eAEAAAAASkrACwBAJjouaRcXEQIAtI+AFwAAAACgpNblXQAAAOWRJEnfd18em5jOtG54fKjDlZRXv7+HAADaScALAAArcHRiOvbvOdJy3badW2LbztEuVAQAQD8zogEAgMzM4aVddPECALSHgBcAAAAAoKSMaAAAILN+6eA9UZuME7XJJR7rcjE9Kk3Tvnk/AQB0koAXAADmmZrZt0zAOxoRF3W3IAAAWIIRDQAArIiuS9rBDF4AgPYQ8AIAAAAAlJSAFwCAFdHBS7vo4gUAWDsBLwAAAABASdlkDQCAFen3Dt43j03HybGhiIgYrI7mXE25pWna9+8nAIC1EvACAMAKnD82He+8/bGIiLh8YKuQFwCAXBnRAADAium6pB3M4AUAWDsdvAAA0Eb790zG/j1HWq7btnNLbNup+xcAgLUR8AIAsGJJkvR09+VgdTTT6AXjGdbOHF4AgLUR8AIAwDybN2zPuwQAAMjEDF4AAFZMxyXt0sud4AAA3SDgBQAAAAAoKQEvAACroouXdtDBCwCwNgJeAAAAAICSEvACALAqOnhpF128AACrJ+AFAAAAACgpAS8AAKuig5d20cELALB6SepsCgCAVarX68I51ixJkqhU9J4AAKyGsygAACBXPiQAAFg9AS8AAJA7IS8AwOoIeAEAWDVzeAEAIF8CXgAAVk3AS7vo4AUAWB0BLwAAAABASQl4AQBYE128tIMOXgCA1RHwAgAAhSDkBQBYOQEvAABrooMXAADyI+AFAAAKQQcvAMDKCXgBAFgTHbwAAJAfAS8AAGsm5KUddPACAKycgBcAACgMIS8AwMoIeAEAWDMdvAAAkA8BLwAAUBg6eAEAVkbACwDAmungBQCAfAh4AQCAwtDBCwCwMgJeAADaQhcv7SLkBQDIbl3eBQAA0BuSJBHM0RZpmvrAAEri4//z3kzrvvjItR2uBKB/6eAFAAAAACgpAS8AAG2h45J20QkOAJCdgBcAgLYR8tIuQl4AgGzM4AUAAAqnXq9HRMSJ2mQ8/uodLdcPVkfj8oFbOl0WsEq1Wi3vEgB6loAXAIC2sdHayh2bmI6jE9Mt142MD8Xw+FAXKgJ6yZdufizTuht2be1wJQB0ioAXAABydHRiOvbvOdJ64c4tAl5gxY5OHM+7BAA6zAxeAADaxgxeAADoLgEvAABtJeQFAIDuEfACAAAAAJSUGbwAALSVjdYAVm7/nslM67btHO1wJStz54EdeZcA0PcEvAAAAJCzTJstRvECXgDyZ0QDAABtZQYvAAB0j4AXAIC2E/ICAEB3GNEAAAAU1mB1NK4+7+6IWH5G6Y8iYn+cedwl7P3ppqv2ZlpnZiwAvUbACwBA29loLbuR8aGInVuyretzZpTSDksFwb0a/N6464q8SwCgwwS8AAC0nREN2Q2PD8Ww8BboEH+/APQ+M3gBAAAAAEpKwAsAQEfo4gUAgM4zogEAgI4wh3euh1++PtO62Q3FAAAgCwEvAAAA5Gxbhs0WAWAxAl4AADrCiAaA7LbtHM27BABKygxeAAA6RsgLAACdJeAFAAAAACgpIxoAAOgYG63RTmaUspw7D+xY9P6brtrb5UoAoLuS1Bk3AAAdVKvV8i6hEB5++fpM664+7+4OVwIAQC8xogEAgI4yhxcAADpHwAsAAAAAUFICXgAAOkoHLwAAdI4ZvAAAdJw5vAAA0Bk6eAEA6DhdvAAA0BkCXgAAAACAkhLwAgDQcTp4AQCgM9blXQAAAL1PwAuQj5uu2ptp3Z0HdnS4EgA6RQcvAABdIeQFAID2E/ACAAAAAJSUEQ0AAHRFkiSRpmneZQAs6URtMh5/9Y6W6waro3H5wC1dqAgAWtPBCwBAVxjRAAAA7SfgBQCga4S8AADQXgJeAAAAAICSEvACANA1OngBAKC9BLwAAHSNgBcAANpLwAsAQFcJeQEAoH3W5V0AAAD9JUmSSNM07zIA+sKdB3bkXQIAHSbgBQCAErrpqr2Z1gl3AAB6mxENAAB0lRENAADQPjp4AQDoOmMagCIarI7G1efdnXcZALAiOngBAOg6XbwAANAeAl4AALpOwAsAAO1hRAMAALkwpgHoZTZCBKBbdPACAJALXbwAALB2Al4AAHIh4AUAgLUT8AIAkBshLwAArI2AFwAAAACgpGyyBgBAbmy0tno2ZgIAIEIHLwAAOTKiAQAA1kbACwBAroS8AACwegJeAAByJeAFAIDVE/ACAJArAS8AAKxektrVAgCAnNXrdZutAR1x01V7M62zcSHQCyqVSssPz9M0jXq93qWK6AYdvAAA5E4XLwAArM66vAsAAAAB7xu+dPNjmdbdsGtrhysBAKAMBLwAABRCkiR9MabhRG0yTtQml3z86ETv/wwAgM77wz/8w3jooYciImJkZCQefvjhnCuiUwS8AAAUQj8FvFMz+5ZZ8b+6VgsAAOVnBi8AAIVgTAMAAKycgBcAgMIQ8gIAwMoY0QAAQGH0y5gGAIAiSpKk8YH77P/TNG38N39tpbKwd7R5/Uper4x1FYWAFwCAwpg92S7jiTUAQBnNnn8tdSVV82Npmka9Xs/0elkeX+71ilpXERnRAABAoRjTAADQHZVKJSqVSubzryRJolqttu3rL9VtW4S62vl6naaDFwCAQhHwAu1054EdeZcwx7GJ6UzrhseHOlwJ0O/mB5jf//734+/+7u/i0Ucfjeeeey5eeumlOPfcc+PCCy+Mq6++On7t134t1q1b13huc4fr/fffH7feemucddZZcdddd8Wll14aERFHjhyJr3/96/HEE0/ED37wgzjrrLNieHg4fvVXfzU++MEPxvr16xthaq1W62hdf/mXfxk///M/HxERhw4dim984xvxL//yL/Hiiy/GOeecExdddFHs2LEj3v/+9zdC50qlUopOXgEvAACFY0wD0Kt23/xopnVFC6aB3jG/O/XHP/5xfOELX4j77ruvEbLOOnnyZDzxxBPxxBNPxN/+7d/GXXfdFT/5kz/ZeJ35XnvttXjqqafi4osvjj/90z+Nr371q3MeP3XqVBw6dCgOHToUf/M3fxNf+cpX4i1veUtELAx2213Xk08+GWNjY/G5z30u7rvvvjmPz8zMxMGDB+PgwYPx4IMPxu7du2NgYKA048MEvAAAFE4ZTqQ75eLb/19ERGzesD0Gq6M5VwMA9LJnnnkmPvaxj8UzzzzTuG/Lli3xsz/7s7Fhw4b43ve+FwcPHoyIiMOHD8cnPvGJuOeee5adZ/vcc8/FH/zBH8SBAwdi3bp18a53vSs2bdoUp06dim9/+9vx4osvRkTE1NRUfPjDH4777rsvNmzY0PG6jh49Gh/5yEfi0KFDkSRJXHLJJfG2t70tXnvttTh48GCjrm9961vxuc99Lm6//faIONPFOz9gLhoBLwAAhVOWbonVGKyOxuYN25decPHsuqEYrLpEGwDonPXr18cPf/jDiIjYunVrfOITn4ixsbE5a5566qm4/vrr4/Tp0/Htb387HnnkkbjyyiuXfM29e/dGmqbxvve9L2677bZGh25ERK1Wiy9/+cvx53/+5xER8W//9m/x1a9+NT72sY91vK6///u/j4iIK664Ij7zmc/Epk2bGo+dPn06brvttti3b19ERNx7773x+7//+/EzP/MzEVH85gMBLwAAdNFgdVRnLgCQmzRNG12uF1xwQdx7770xPT3dmE8738/93M/Fb/7mb8aePXsiIuLBBx9cNkhN0zSuu+66+PSnP73gsWq1GjfeeGM888wz8dBDD0VExNe+9rX46Ec/OmeztU7UFRFx/fXXxy233LLg/vXr18dtt90WjzzySPzXf/1XRET8wz/8Q3z0ox9d9vWKYuE2dQAAUACL7agMAMDaNW8c9o53vGPJEHXWL/7iLzaOJyYmll17wQUXxK233tq4naZp1Ov1OR2wv/d7v9c4/uEPfxj/+q//uuB12l3XW9/61jnh7mxds84999x43/ve17j9ne98p3Fc9E2AnTUDAFBYRT+ZBgAoo/nhZisXXHBB43h6enrZtQMDA3M+qJ8Nd5u/3ubNm+eMbjh8+PCc2jpR1/r16+fcXqyu5rENrV6vSAS8AAAUloAXAKAz0jTNHKY2b4J2+vTpVW861vz1Lrzwwsbx9773vSXXdaKupV7/J37iJxrHr732WqbXKgIzeAEAKKxe3mwNACBP1Wp1wX3PP/98/NM//VN897vfjaNHj8YLL7wQr7zySrzyyitz1mU9N1tuXXOY+uMf/7hxvNgH/O2uK4synX8KeAEAKDQBLwDA2swPTefvdfDNb34z/uIv/qLlHNt2OuussxrHp06dWnRNHnWVkYAXAIBC08UL9JKR8Y15lwD0idOnTzeOBwYG5jw2G/iePn06PvWpT8WDDz445/FzzjknRkZG4qd/+qfjvPPOi9dffz0eeOCBttbX3H37pje9aUHtedVVRgJeAAAA6JIbdm3NuwSgTzSPPWgeh9DczfuFL3yhEaKuW7curr322tixY0eMjY3NGeHw/PPPtyVIbf7azz//fON448a5H351u66yE/ACAFB4lUpl1Zt5wFqcqE3G46/e0XLdYHU0Lh+4pQsVAcDSmgPUo0ePNo7f8Y53LFg7PT0dX/va1xq377rrrviFX/iFjtXTfPzKK6/E1NRU4/b4+HhX6+o1Al4AAErBmAboL1+6+bFM63TEAv2oUqk0AtM0TSNN0zkB6tTUVLz44ouN2xdffPGC1/jOd74Tr7/+ekREjI2NdSxEnR231Vzf/v37Y2ZmJiIi1q9fH+9617u6XlcvEfACAFAKAl7oL0cnjuddAkAhNYe7EbEgPI2I2L17d+P4/PPPj1/6pV9a8Dr1er1xfPLkySW/XpqmsWfPnsz1vfDCC/Hss8/GW9/61ka9zX70ox/Fn/3ZnzVu/8qv/MqcERKdqquXVVovAQCA/C32jxcAgH7S6nzo1KlT8Sd/8iexf//+xn0f/vCH46yzzoqImPNh+YUXXtg4fu655xZsaBYR8fTTT8f1118f99xzT+YaX3755fjd3/3deOqppxY89uyzz8aHPvSh+MEPfhAREWeffXZ8/OMfn7OmU3X1Mh28AACUhi5eAKCfNYe7X/ziF+Of//mf46KLLoqBgYE4fvx4PPHEE3O6Xi+77LL40Ic+1LjdPMph06ZNcckll8STTz4ZERF/9Ed/FH/9138dIyMjjRm5Tz/9dEREfOQjH4lvfetb8d3vfrdljdVqNf7jP/4jfvu3fzu2bNkSW7ZsiXXr1sUzzzwTTz755JwO3c9+9rOxadOmOc/vVF29TMALAEBpzHatCHkBgH73j//4jzE1NbVkuLl9+/b47Gc/G9VqNSLemNVbr9cbYxNuv/32+K3f+q34z//8z4iIeOqpp+Z03p577rnxyU9+Mq699tr44z/+40xB6tvf/vb4wAc+EJ///OfjyJEjceTIkQVr3vSmN8VnPvOZuPrqqxv3NYfPnairlwl4AQAoFQEvANCvmjt4L7nkkkiSJF544YV4+eWX45xzzomf+qmfiksvvTR27NgRY2NjjbWzwe7s8ay3ve1t8cADD8Rdd90VjzzySLzwwgtx3nnnxaZNm+LKK6+Ma6+9Nt7ylrdERMR73vOe2L9/f5w6daplnb/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HDuitt97S0KFDNWfOnB7jefnll7Vs2TI9/vjjGjNmjDo6OnT11VdrzZo1IcsZk8w9/fTTuvPOOzV9+vTAY+7u7g557J99diizCq/M3b17t9588029+eabgczqiCOOiPr4jfFXVlbqzjvv7JFZdXZ29sisCgv97UwvueQS/c///I98Pp/ee+89vfDCCzrvvPNCxm0IHv/DDz+sPXv8OeLFF18cCHedWL0rZUnAK0mTp5fFXWbdW9u0/t3If/C1tbXqyiuv1IoVK+TxeHTyySdr5MiRgWBz27ZtkqTXXntNd955p37+8zskSSeePkL5vfwvgM2bN+lb37oi8AIoKCjQxIkTNXz4cO3Zs0fr1q1TW1ub9u3bp40bN4Zs/6ijjjL3QL94oW/evEnXXPNdbdp0aD1jx45VRUWFCgoKtHHjRi1fvlw+n08rV67U97//ff3hD3+QlKejSg63dB9MmHKMTjzjUOXus88u0k033RR4k+Tn52vChAkqKSlRV1eXmpubtXbtWv34xz8OvEHcyAh4DOGVtdlewYlQ4V/Ek20VYQSo4a8np1RuE2j6OeX5QE9USyOe8N/fyC2N9c16aEH872h2n1GycUFuVMyHHxhO9fdneOXwoMqUVuf6yWDtFrcn+cz0jMNq8VqMGBWyZiuUo/3d55SeywjtF/vGG28Erp80aVKgctSq0C64evX111/XnDlztH+/fy6kfv366aSTTtLw4cPV1dWldevWadWqVerq6tK9996r/fv369/+7d9Cxhxu9+7damxs7BHuGoyq2kjeffddPf7449q2bZuOO+44TZgwQT6fT6+//rq2b9+u/fv364YbbtBTTz2lOXPmaM2aNerdu7cmTZqk4cOHa9u2bVq6dKm6urrk9Xp16623atSoURo3bpyk0HB006ZN+u53v6tNmzYFrquoqNDYsWNVUFCgDRs2aPny5ZL8lbJGZhWrj25ra6uuuuoqrVixQnl5eT0yq48//jiw3++8807dcYc/sxo+fLjOPPNMvfTSS5Kkxx57LBDwBm8r+HJHR4defPFFSf7ndNasWYHbCHgd7tlnn5UknXbaafrxj3+iESMOBZZdXZ368Y9/rIUL/R/cTzzxhK655hqNGHFMINyV/GXfRrh7yimn6D/+4z80bFhocPv3vz+rH/3oRzpwwD852c0336yxY8eqqqoqofH27t1b27dvlyRNnlytG274vsaNC/2Gs2LF27r88svV1dWl5cuX6+WXX9aZZ06RUW1s1T4o6HvoZfThh1t1++23B8LdyspK1dXV6bjjRoZs6+2339IPf/hDbd26NaHHnQ5mv+gR8ECK/gegcapzomGTEaCa/cMy0VYJsFa054nnA5mQ7hYnbsXv79jMnqnBfkzNxgU9JzXORuEHhtP1OTWl4amwayJvN7zSNVrrifDrc6UHarzvsVNcGvA6pcUI0m/Tpk369NNDE92fdNJJgcuRQrtE+8gG+/jjj3XjjTcGwt2LL75YN910kw477LCQ5d59913dcMMN+uijj/Tggw+quro6Zj60detWPffcc8rPz9d3vvMdXXjhhRo2bJh2796tNWvWaOLEiVHv++qrr6p379766U9/qosvvjgQyB44cEDf+9739Oqrr2rDhg265ZZb1NTUpJEjR+qhhx7SyJGH8pyNGzfq8ssv1/bt2+X1ejV//nw9+GDPs9FDM6vJ+v73v6/KytDM6u2339YVV1yhrq4u/fOf/9TLL7+sKVOmRB3/3//+d0lSdXW1fvKT8MyqS7fffrsaGvxHVozM6phjjpEkffOb3wwEvG+99ZbWr18fCMPz8vJCJtOT/K0hjDPlp06dqiOPPDJwGwGvxVavXqW77roz7nIVFRWaMcPcb55vfetbuvnmnv1sevcu0G233a6XX35Zu3fvls/n03PPPaerr/5OYJmurk69+uqrkqRevXqprq4uYp/dc889Ty0tLXrooYckSQMHDtQpp3zF1PgkqXP/QRX07aWjjx6uvz3xhNo72gN9c8NNmHCSLrnkki8qd6Wnn376i4A3ulT2gSTdf//92rvX3y5j+PDh+v3vf6/DDutZMXzSSSfr97//vS688EJ99tlnph57uiTaoytdPa7gLAQp9khXMBq+HZ5PBDMq8OlJ6y5MEmcNs2dq8LkZmXGKvSHafnpJHAh0IrOTx3FKPuAewaFde3voQczg1plWh3a/+tWvtHv3bknSWWedFbXi9sQTT9RDDz2kGTNmqLu7W7/97W81f/78qOs1qkrvuecefeMb3whcX1xcrNNOOy3mmPLy8nTffffpa1/7Wsj1ffr00c9//nOdeeaZ8nq9euaZZyRJDzzwQEi4K0klJSWaN2+ebrzxRkn+0Hj//v3q27dvyHLDhw/XE088ofb29kDf3HAnnXSSZs+erfr6ekn+zCpWwCtJV1xxhebNi5RZ9dbtt/szK6NV6HPPPafvfMefWU2aNEmlpaWB1hQLFiwItA0ND3h9Pp/++te/BtZ96aWXBi47sfeuwbUB74YNG0IaY0dTU1NjKuAdOXJkSLC586PP1bayXeUTj9Rhg/uqf//++trXvhZ4kletWh1y/507d6qrq0uSfxbG4HD3rcWbNey4wzVi1GBJ/nDT0NLSEndswZY/t1HVM/xHGUqOP14lx8eeqOy0004LBLxNTU0xl011H3zyye6QfjbXX399INw92OnVqtc/VO8++Ro36WhJ0rHHHqdhw4ZlPOBN9g/CTFXoxT1VClnB6lMaYS0qdLObUbFUVlVs63uPQNJaBPK5rSi/3FRV5ca4S8AORkXtoj3hlbWhcj04pYUMYK9du3aF/Dxw4EDbtvP0009L8oeH//7v/x5z+TFjxqi6ulqvvvqqlixZon379gX6x0Yyc+bMkHDXrNLS0pBwNzjUHDp0qMaOHauVK1dKksaPH68xYw6dbRLcX3fKlCnKz8+X1+vVwYMHtW7dukDVcfByxx9/vI43kVkZAW+8zOq4444LCXeNPsjG9ozM6oknnpAkrV4dmllddtllgeeioaFBc+fOVb9+/XpMivfGG2/o/fffl+RveREcUDu1eldyccBrtfBesL+9Zal83T7t2b1fZ17sf1EHl393dISGL4MGDQpc9peh+2S0Qjh56nEhy37yye7A5eAXkRktK7bLJ+mr5x+vXr3z4y5/9NFHBy7v2BF7wplU98Hy5cvV2dkpSerbt6++/vWvB2574lfvaMNK//JGwOsUbvuDkP6SuSFTpzTmessBsy1amMArtvDg0q2fWw/OXWLre89tv39gD3qAWqMov9zUzPJ/NdF/F9nL6afmc0A/uxi9tvl971zhE3/FcsUVV4T07w23cOFCVVT4vwO/8cYbgQLA8ePHq7g4/nt77NixevXVV9XV1aX33ntPp5xySsTl8vPzNWfOnMDP3d3dPULH8MAyGiOMNULeo446KhDwlpUdmucqfEK5vn37qqioKNCCoaOjI+J6zRg+fHjgcniFdbjwzMqopg3eXnBmFb6+adOmqa6uTnv27NHnn3+uZ599Vv/yL/8iKbTS+/HHHw9cvuSSSwKXnRzuSi4OeL/xjQt0zz332LLuTzv2ydftf+IO7DsYuD746I7RR8XQp09fjRs3TqtXr9bnn3+uhQsXRqwc7urq1O9/f+jItPEBkIi3XnhfJeOKdMzoI+IuW1BQELTtLnV3e+XxxA+Gk9kHxgeBJI0ePVp9+/qPOO3c9nkg3JWk9q17VDx8QNwxAEC6mW3RkiuBNwDrhZ+JEy3QIRBwlvDKSrdMOjq6YHqmh+AoZlswuI3Zx2UcBIl3MIQWdNYwem2Pviqz78Nc6RkdTXAoN3jw4JDbjBYK0qHT9KNJpBfvqlWrApdXrFih8vLEnoNYQWdJSUlIiJls6Bjpfn369AlcDq4gNpYNrvgNXjY8GzICYTP7LDyz8nq9IRPVJTJ+KTSzMua+MvTr108zZ84MVAw/9thjgYDXsHPnzkAbjAEDBmjatEOtl5zcnkFyccBrp8798Y/iRHotXXvttYEZD3/605+qra1NF1xwgY455hjt2bNHzc3Nmj//N1q92v9mHzZsmKZOnZrQ2AYWF2rWD05W/4F9Qq7fuvUDvfrqq1qzZo1aW1u1bds27d27N9AP99C4zb35k9kHwRXCwZXDuz4OHYPVop3K5JYv3shOxhfj8MosKj+RC9xasWslqjLdy+7WGWbfH9ka8IYfIHPLLPNuraxs6WyI+XOutERYtOeKTA8hhNX7PdHK5HiB365V7vw9Hr5fnfa8Z4qZsxtyxZAhod/PPvroI9P3/fa3vx2YlMvwxz/+MWLoF17RmqjwwNTpwnOmSAHt1q1b9corr1iWWSUzLsnfT9cIeNesWaP33ntPJ5xwQuD2J598MlB9PXPmTPXr18/ycdmFgNdCU6d+TTfccIPuv/9+HThwQI888ogeeeSRiMsWFhbq3nvvVWGh/8WyZd1OHTMmfkXu1NnlIeHuyy+/pN/+9rd69913rXkQKQjupWu8CSRp755OW7fr1i/cyC7hFVnZEuRSwQGEqqktV5nJ3zv8fnKnbA1W3S5WJaobq9OcNkldqhWgfF/ITemqEKcSHVYZOXKkBg4cGJiE68033wxMoBWpgje4CrW6ulrV1aHFZY899ljEgPfgwUNnQX/pS1/S+PHjTY/R4/Ho1FNPNbWsE0PH8NYML73kz6zi9ddNl+OOO06nnXaa/u///k+S/zkMDniN/r2SNHv27MBlJ+7rcFkR8K5e9qGeeug9U8ueUD08/kIpuOaaa7Rx40Y1NEQvR5g4caJuu+32QMNqX7dPz/73Kn33l7FnPJSkQUP9wenBg1269dZb9dRToRMV9OvXX6NGlWnYsKN02GEDdPDgwZhjsVLwrInGEQ8psVMZAKvEq56zOoDN1orFbAmqzWISQ2e5rq5arU3tjnl/mQ0wIrX6aKxvNvU4amorCBjhCuHvB7MtbpJFwBMqXgVoopWLqVaAurXiE6lJV09j3v+hzO53Nx78sosR1Ho8Hn31q1/Vc889J8nfK/fAgQPq06eP8vLyeoS8ibQaCHb44YcHLp9wwgm65ZZbrHkgLtLV5c+sjMnmDP369VNZWZmOOuooDRjgz6zCcy27XXbZZYGA9+9//7vmzZungQMHavny5dq0aZMk6dRTT1VJSUngPgS8OehHP/qRGhoaNHJkiebNu1kbN25Ue3uHCgoKdPTRR+nkk09WScmhWQR9Pp8Wzm/SzgTbGPzyl78MvAl69eqtiy66SDNnzlBlZWVIj92tWz9IW8B72GGHPsSCe9kcNrhvyHJ9+vGyg/1yLZi0Sq72ls3Vx+10RgVsY4bHYeBzBWbkyucJ74fIJtzxWsjPy/ati7gcp0wnJ3y/ZWtPXbdINeB1eouQeOPL1Oe92de90/dvOgWHtOeee24g4N29e7cWLlyoWbNmSfJXn4ZPvNbd3R0S8JqZPOzII48MXN6yZUvK43eje+65JxDu9urVSxdddJFmzPBnVsEtHLZu3ZqWgDe8Gvu4447T5s2bdeDAATU0NOjyyy8PmVzNqOyWnN9710DSZqGXX35JCxf6P+Rvu+1WTZ5crTPOODPmffLy8tSnsJc8+eaPCHV0tOvPf34scP+HH/6dJk36avIDt0hJycjA5Q0bNgYujygbqL79emv/3i716derR+BrF6ed+pZrjN7IrU3+BvFOqcADAMDNzAYKxvegVCrPDRPueE2DKmPPbL1oz1OaVDgv4Yqxd26LvF27KoLt/n4Yvp86vLH3WzizlbeZDm7MnvFidT9yKhLTw2wv8i6lt+rOafh70z2Cqy+nTp2q8vJyNTf7P8fmz5+vs88+W4MGDZLk7x/b3d3do5I3EcEtGd555x11dXWpd+/egXWFry9SaNzd3W0qTHai9vZ2/fnPfw78/Lvf/U5f/WrmMysj5M3Ly9Oll16qu+66S5K0YMECTZs2Tf/4xz8kScOHD9cZZ1vyt3UAACAASURBVJwRcj83yIqAd9yko01P5HXksYfHXyhJy5cvD1xeuXKlJk+OPPlXuPOurNTErx9rejurV6/WwYP+Fgjjxo1zRLgrSZWVlYHLW7d+oI0bNqjk+OOV3ztfl9x8slqb2lV+8qEjWT5ft/bt25eJoSaEU7aTY1TeJTrZnfFFyekVUG1fBNf02EQsbnk9O5UT9ht9JeF2iVbapnty0F2riiJebzbIM/s9zWzrE7MVibk+kaLZA/dGUL9oT+R5SZBe4b9XwwNKYxK+klmx12O0TFi0x7qxZRItIHJDcLj3gx/8QFdddZUkafv27brppps0f/78QAhrBKvhLRrMtmo48cQTA71+P/vsMy1atEgzZswIrMMIDI3xROLWcFcyMit/H+LKykpHhLtSaBXvzJkzdf/992vv3r3auHGjHnzwwUCr0dmzZ4e8BtwiKwJeSZo8vSzTQ9BRRx0VuPzAAw9o4cKFqqio0KBBg9Snj39itN69C1RcXKRhw4bppJNO1tChQyVJQ48xHzwHl4cbzcEj8+l///d/E3sQKRg/fryGDBmqHTu2S5IefuRh3XXXLyRJw0YO1LCRA0OWv+OOO/TBBx+kbXzJVrBQeZqcZINxt4QpRnDNkXsgu3EaOqwOEJ3O+B5kBD3e+nVxq3czyez3NLPPj9lTn+fURa6gzdUgM7w1hSFaiwo4k/G+jyfbAtFsezyIrLu7O9AaYPLkybr22mv1m9/8RpK0ZMkSXX311XrggQc0cOCh3CJWAHvgwIGo2yooKNDs2bP10EMPSZLuvfdeTZ48WUOG+A8ORqvYfeONNzR+/HgVFhYm9yAdIjizCm7fGc7n86m+vj4dQwpszwh5BwwYoGnTpumxx/xnxxsVxwUFBbrooosC93FLewYpiwJeJ7jwwgv19NNPa/Xq1ZKk999/X++//37U5T0ej84991z9+Mc/1uGHD4y6XLiyslGBy1u2bNHTTz+tCy64IGSZdevW6a677gypKrabx5Ov2bNn6Ve/+pUk6cknn1RJSYmuuuoq5eUd+gDbsWO7fv7zn+uFF16IOFOlXbL9j3TjVCqnBNLJjiPbn6dwuV4B5FYE+9mjrGpIzn3uIDFWB4huYbaSD5B6tqYwhLeoyHRriWyR6CR6VjMbBANOE9z24Hvf+562bdsWaLP5xhtvqKamRtdee62mTZsWaNkQbvv27XrmmWf0hz/8IWRy+XBXXnmlnnnmGW3dulUdHR265JJL9B//8R+aMGFCjzG9+uqr+vWvf601a9bo61//eiBTcatRow5lVh988EGMzOqutGZWUmgV72WXXRYIeI3ey+edd17guXdT9a7k4oB39epVuuuuOxO6z80336z8fPsessfj0ZQpU7RmzRoVFvbTMceM0JYtH2jv3s8jLt/d3a1FixZp27Zt+uMf/2R6OyNGjNDEiRP15ptvSpJ++MOb9Je/PK6ysjJ9/vlerV/fEugnc/XVV+v1118PhM52Mz7ENm709+Ctq6vT448/rpNPPll9+vTRBx98oOXL/6mDB7t05plnasCAw/TMM0/HWWts0U7hTTaAccIpwckw/rB0SsALc+yedRyhjN7QibYOCRev0jxXntdsaEFRWlVsecBrtHABAISKF0ymKwCO1gIk1UnDcgUBrzlmzwgInzyQ16F9gis48/Ly9Itf/EJlZWWqq6tTd3e3du/erV/84he6++67NW7cOI0YMUKDBw9WZ2enPvnkE61fv16bN2/usd6ysjIVFYW2HDrssMP0wAMP6Nvf/rY+/fRTbdmyRZdccolGjRqlsWPHqn///tq5c6dWrFih7du3B+73+eefq7OzUwUFBbbvD7uMGDFCJ598st566y1J0g9/+EM9/rg/s9q7d69aWlq0bp3/DI+rrrpKr7/+utasWZOWsQWHtqWlpZo0aZKWLVsWuC54cjUC3jTZsGGDNmzYkNB9fvCDH9gW8G7f/rGuvPJKrV+/XieddJIeeOABFReHVubt3fu5du/erZUrV+qZZ57R4sWLJUlvvfWW3n33HZ144vhIq47ojjvu0CWXXKKOjo7AOow3jyQNGDBA8+b9SBdddJF27LjZ9oDXe7Bb+b086tOnrx599FFdddVVWr9+vST/EZvgVgx5eXmqra3VTTfdpN/+9re2jguJC59UgcA4vXLtVGC7hR/osaqnNhWfoZx2BkEi7AhjIx1AMDthDXIHrwm/KQ2RJ2latCf0+vDgr8PbrGX77taUODnT7lXFWnHbqSmNMZuZDaCyTXigZjBbGRuvl61TRJvEMFdkelK+ZIPaXH1fpotRxWtUcV555ZWaMmWKHnjgAT3//POS/MHeqlWrtGrVqpjrGjNmjL75zW9qxowZgfYPwSorK/X444/rpptuCqxr/fr1gawkWN++fXXZZZfp+uuvD/QCdjMjs9q5c6ck6e2339bbb78duL1///760Y/8mdXNN9+ctoA33EUXXRQIeKuqqkLmliLgzVE/+9nPtH79eg0cOFC/+c1vIrZc6Nevv/r166+jjx6umpqzddVVV2rpUn8V2KZNm0wFvAc7vepVkK/jjhupp556Sr/77e/08isv66OPtmnAgAEaMWK4pkw5SxdddFGgv+/pp5+uxsZGWyc0+2THPg0cUqj8Xh4deeQwPfnkk3r88cf17LN/14YNbTpw4ICGDRumL3/5y5o1a5bGjh0nSZo4caL69OkTs38N7GH2i6gbAxs3s/tU4GyouEwFr2d7uPkMAsJ6ZEquHqgL//4RHuTCGuGBeLTg0u2VgtGC2nCZDvrCRauAtboXbLRJDHOF2dcHck94yFtSUqL7779fW7du1SuvvKKlS5dq8+bN2rlzpz799FMVFhaqf//+OuKIIzR69GiVl5frtNNOU1lZz7mgjJ6tRiuIkpIS/fWvf9VLL72k559/Xu+++67a29vl8/kC6/vqV7+q8847r0cVsJuNHPlFZvW73+nll1/Wtm1GZjVCU6ZMiZhZ7d+/P+3jDC6UDK7edVPvXYOrAt4XX3zJ0vXNmDFTM2bMNL38rFmzNWvW7B7Xe70H9corr0qSysvLTffTHTFiROBycCPv/Pxeam6OPCHBiwvWfVHxkafi4iG65dZbdcutt8bczjnnnKtzzjk34m1W7YPOA14tuPctzfrBycrv5VHv3gW67LJv6rLLvhlzfaec8hU1Nb1nevuwn1NPLbbq1Hq7UPmMYG6ZLNBq0XpKE6Iincz+HiutKrZ5JIikx5kU5r+GAj2YrXR0Wu/fdAW8sFauTkKXrbq7u5WXlxcy4dnw4cN16aWXhgR9Zvl8vpBQ0Ov1Bqp68/LydNZZZ+mss84yvS6fzxcY28yZMzVzZnK/MBO57z333KN77rnH1LL/+Mc/Il4f3Od4yJAhuvXWW3VrnMzq3HPP1bnnRs6sEn3ss2fP1uzZPTMrQ/Ckebt27Qr0YD7iiCN0zjnnBG5zW/Wu5LKA16m6urp08KC/ufaGDRt04MB+9enTN+Z9Pv30k0Bg3bdvX02cONHUtj5Yv0t/+c8VmnHdiepd0PMUgEzavHanHr5lqabMKtfoCUMzPRwkyakBqtP/EA+vxCLgzW25FmjmaqANZzL7e8ypp1Rnu/Dfj1NcGvCGB4tUCkKKHiRnalK0aC1QDrHnczBd7wez+9WqgN9pAa/TKtPdyOfzyev1BnryBod/iawjWrWn1+sNqRQ2o7u7O2QiMDcKDnmdJni//ulPfwpUDV988cWB1hhuDHclAl5L9O1bqC996UtauXKlduzYoWuuuUY//elPNXJkScTlV6xYoZ/+9KfascPfSPvb3/62Bgw4zPT2Wt/doV9f/4oqvjxMw0cN0pDhAzRk+AD1KsjX/s+79OGGT7R5bYea/m+rJp1XopOnHqv83ukJg3d+vFdPPLBCxcMH6MTTRui4iiN02BF91advvj7/tFOf7tyv5jc/1ntLt+rE00Zo3KSjNPTYw1z94ZVpudbDj0pZa4QHG7nasgHWyLVAG4iF4Dg3RGttQNALEDymC5831jEqZiWFBL3hOYWxTPDy8QS3bIiUexjrcmuoGEl4cC6F7svgxxxeRW03YxwHDhzQn/70J0n+5+Zf//VfQ8bnRo4PeP/rxlczuv0VL23Ripe2RLzt3G+N04lnHCNJuvXWW1VbW6vOzk698cYbOvvsszV69BiNHj1KAwcOVHd3tzo6OrR69Wpt3bo1sI6zzjpLc+bMCfz8wh/X6q1/9JyVMdz+vV1655UteueVyGMzvLhgnV5cELndg1mx9kE07Vv3aPFjsXt6vfHcRr3x3MZUhgblXg8/KmUji3ZqPHKTmyc9S0Ws90E2h9BmD9AQPGaHRJ9Ho8WRXZx26numpRpsuWV/hh9w7xK9lAFkB7vC1kR7uhohaTISuW8i40rmMcTbl6k8zkTXERwkP/nkk9q1a5ckfy531FFHBdZFwJuDVry0RSeeMUJSnk48cbz+8Ic/6NZbb9WGDRskSS0t69TSEjlcLSws1DXXXKOrr75a+fn+p+HDtt2mwl0AmePUIHVOXW7PkoxQTp30LFLQlOzp9JFCzUghbrZNLOjUPulwng5vs7/KNM6JPkX55ZZV2wW2GUPJrHXavao4qcmfgtedyORgiZztFL4v3D4JmV3CD7gv2pOhgVgs/PnnMxcAsodRvdvd3a1HHz10QPWyyy4LXHZruCsR8KZk2+ZPtfy5TTrlHH8rhvHjJ2jRokVasmSJFi9erFWrVumjjz7Snj2fq3fvXho8eLDKy8s1adIkTZs2LWQytk/a9+kv/7kiUw8lJ4QHC6n2ms220MAqVrVQsLviKFkEqUDynN5L2w1am9odF9xnO7e2QmrpbDAVTkY7xTeZHpId3ua4PSpLZkkbF5QnFfCanVArWGlVsSZ9xXyAHb4/MtU71W3inSqezHOXCeGP46+38T0fALJBcPXu4sWLtXmzv7iyurpap5xySuA2At4c9tJfWtS5/6AmTy/7ondIvk4//QydfvoZptfx8eZP9cQD72jvZ502jjT3GDNWGkZPONKW9T/w8kWSpF9/31w7EatPEw5/nMZ4MuXcb40L+TnZIMLs83X25WNDfm59179/7TodO3x/Z2p9Vo8jW+XqfkrX47aifzptA+KzuoIs0ck+spXZ90n47zU3sOKPE2aBt0a0Po7ht7tFtPfN0Pw475N9qa0/VXb/XrRq/en+3uLW/Z0op+9X/h4A0uvrX/+6mpsjHwR38/uKgDdFvm6fljS0adWyj1Q9vUxjTxkmT765BtHtH+7Rmy9s1jsvJ9bfNld85dwSDR7aL+5y51wxNu4ykUQLQs0GteH+3/2nm1ru+jOfSGr9bhXe0sDq4DXa82/1fk40OP9//2nu9eAU4UF5NM//YY2t4zC73359Q2b7s8cbZ6bHly5OnR3XSYzPwLKqYilOJagR5IYHuo31zZZ+dnZ3d6d9QgukjzH7tpMNrmzX7srsqugPfj+5LbQFUjVt4P9megiO9M5t5s78m/br0J+ZpA5AMgh4LbLr4716+rfv6R9/Wquq6hEq+VKRjhk1WL0K/On/gb1d+mzXAe36eK+2rN+lTWs6tG3TpxketbNNOq9EJeMSP30vVWaD2kzJdIVuopy+P+1SdmJyvXrNBq1WM3ugZJTJx5VswGl2vyX7Poi3f80G2Mk+v8gtZVVDQtq6xGtRcePUhWpt2qFGuwcmf4Vnd3c3IW+WcUO4K0mDKts1/o6ltq0/ExOVOT3UPbX/LaaWK+7lzpYkdnHb9+50Mft6ynXJtKKRpMkDbrV4JAByAQGvxfbt6dIbz23UG89tzPRQ4FDRvii6rbLXqZONGdxSCRou2Yr0dHF7sBlv/9pdoex2/KGbXYyQNy8vz/HhFGIzZnx2Q7jrFtn2niC4zawxfdzRjogDAdZy2xl9ANyNgBdwCKd8ATAb3Dq9MtdsEJmpitlsZ/b17LTA2KrXQ7zH/9yjiVUKh1dOm91vZp8Hs+NJVV5eXs4FUI31/v5e4TPOO4URCmZTX16nH4C0mhHUI3nhfXKz5b2QC9zSGqC870xL1xcviH3t87uSWi/BbWyJBvVO+54LILvl+XLtLy0AAGApY3LDeMpOHGLZKeQ3TjU3s7kxiZvZ5e1SE6P/rhH+2j3G6+qqI15vtI7IppA3V8R6Py3bd7c6vJEnEAk2qXCeZf0eWzob1NLZYMm6wp0/4FEt2nOF6WXjMSrX473m2w+amyyWYAwAAGQSFbwAACAliVSoeDyejJxOXlNbobamdssnejSrsT56SJSu6t4H5y6JeL0RgjP5mru4pd+uk5gNdYMR3AIAADcg4AUAAGllBCzpDKhqass1f659kzo5TU1tRcxQORomX3MH471jtqI1lyUT6gIAALgNAS8AAMgIj8eTdMhrVJ1GM3/uUrU27ch4a4Z0Srb3bLR9xKR6zpTMe2Z0wfSot1nVnsFYV6RtWdW2IZGxEuwCAIBcQsALAAAyJpWQF6FqassD/XSl2G0hzKCS13mSfa/ECnitVJRf3iOENdMH2KxJhfNi3k6oCwAAchUBLwAAyCijL293d3emh+IKyVbqJsp4TgjMnIEDIdER7AIAgFxHwAsAADLOmNwrF0NeM20kgkPdOXWT7RxOCGMyPI/HQ3iWIZmYlNBqZlsr0IIBAAAgOQS8AADAEYyQ1+1hlh3SGepGYrRrIExLr0yGu2YncDt/wKMxby/KL4/bWiERBLsAAAA9EfACAADHMIIbTkd3HkLe9KJtSSjjABAAAAB64lsSAABwHEJEZyJ4Tw/C3UOMYJdwFwAAIDoqeAEAgONkS0/emtqKmLc31q+1bdvRJmNrbdqR0nqp5LUX4a4frRgAAADMI+AFAACOlA0hb01t7EmjzAa8jfXNptdpiNa318ykbvEQ8tqDCmmCXQAAgGQQ8AIAAMfKhpDXCsFBsNmA126EvNZKJtyNN8GZmxDsAgAAJI+AFwAAOJoR+iQSftlZvep29y2eYdm6CHmt4fP5crZyl2AXAAAgdcxWAAAAHI8Q0bloK5CaXO65a1To894GAABIDRW8AADAFYxWDW4JE6NNcpaNqORNjpXhboe3Of5CkoryM9/ig6pdAAAAaxHwAgAA10i0VUO4SKFra9OOVIYUVWvTjpxqCUHImxirK3eX7bvb1HKZ7tvLawQAAMB6BLwAAMA1Up10Lbw3b1tTu1rn2hPw2qWxvmelJhOvuYsb2jJYHQQb710AAABYj4AXAAC4SjKTrlkhvPq3tKo45Oe2pnbbqoGDNdav7XGdUwJeiZA3nnjhbktng6n1jC6YbtWQbEU7BgAAAPsR8AIAANdJdz/esqohPap/w82fuzQtY3ED43kh1AsVL9zt8DabCnid0EfXDKp2AQAA0oNvXAAAwJWoEnUun8/nmsnw0iXX9onH4yHcBQAASBMqeAEAgGtZ0aoh0sRrBqPlQrwJ02pqK1LefjraO6STUa1KyOeXKwEvLRkAAADSj4AXAAC4Vqr9eEurimO2Xmisb47Y89ZKNbXlKq0qjhkg26GtqV0Pzl0Sdzkz7SmiIeT1S2c7kUyiJQMAAEBmEPACAABXs6Mfb2N9syR/CIrU5HrIa7w2O7zN6vA2x1w23u2RlnVKP17CXQAAgMwh4AUAAK5nRasGQ1tTu+1Vu7kmV0Pe4AMPLZ0NCQW4sXR4m7Vs392SpNEF0zW6YLol600GLRkAAAAyj4AXAAC4XqqtGlKV6UB4/tylgcvJtlOwW66FvOlqy9DS2aCWzoYe16ejspeqXQAAAGcg4AUAAFnBjlYNdriurlqlVcU9ro802ZvZidfcMkFbroS8TngdTiqcZ+v6CXcBAACcg4AXAABkjUxW8cZiZqKySLcbvYD9l7OjbUS2h7xOCHftREsGAAAA5yHgBQAAWSPTrRqiSbbCtqb20Gn22RLwSv6Q1+fzZV1IaDyuVBTll6sov9zUpGzpRtUuAACAM/ENDQAAZBUCKHfItkpXozI5VcakaenooZsIwl0AAADnooIXAABkHSdW8UZy49SFppa7b/GMpNcZreevE2RTFa8bXm/JItwFAABwNgJeAACQddIx4VpZ1RCVVhUn1DrBbKCbK7KlH2+2VSMHI9wFAABwPgJeAACQldxSxZsppVXFCVUG28XtIW82h7sejydrKqwBAACyGQEvAADISqlMuFZTWxF3mbKqYrU2tScztITNn7s0LdvJFLeGvNHC3ZbOhh4TpEWaMM2YUC38uvDbMjHZGuEuAACAexDwAgCArOXxeOT1ehO6T2lVsemetekKeFubdqRlO5nktpA3VuVuh7fZVCgbazK1ovxyTSqcJ0latu/utIW8xoERwl0AAAD3IOAFAABZzejHa4ea2vKEevBmo8Z6c8FjTW3kIDOYz+dzxcRrxjidZlLhvKiBsRn02wUAAHAnAl4AAJDVUmnVgPjMBtxmAl5JgSpep4a8RqVxtiHcBQAAcC8CXgAAkPXsDHjN9OtFYpxcxevz+dThbdayfXdneiiWIdwFAABwNwJeAACQ9eys4jVbmQrznNqPN1bf3WTEC4nPH/CoZduKhnAXAADA/Qh4AQBATqBNg7s4LeS1Oty1Q/BEbGZ68RLuAgAAZAcCXgAAkBMy1Yu3rak9rdu7b/GMtG7PTk4Jed0Q7kpSS2dD4HK86l/CXQAAgOxBwAsAAHJGJgLexvpmtTbtSOs2s4nP58toT15j+9mEcBcAACC7EPACAICckakq3nRqrG+Ou0xZVbFKq4rTMBprGFW86Q55jQpig9ECIbgVgtsQ7gIAAGQfAl4AAJBTPB6PvF5vpocRU01tRY/rGuvXmrqvmeXK6qoTHlOmZaKKN/xAQEtnA+EuAAAAHIeAFwAA5BynV/FGC2mvixPMZnM7iHT343VL312zCHcBAACyFwEvAADIOR6Px5UBXqbbKsyfuzSj209XyOvG10YshLsAAADZjYAXAADkJKdX8cbT1tSu1qb2kOvsrt51QnWw3ZOuZdukaoS7AAAA2Y+AFwAA5CS7J1wzAli7QtFsbscQT3d3t/Lz821bd6omFc5TUX65OrzNWrbv7qTX09LZELhclF+u0QXTE1of4S4AAEBuIOAFAAA5y86AN5cD2HSwo1WDFeGulYIDXskf8ppFuAsAAJA7CHgBAEDOsruKF/axuh+vlX13O7zNgX+ZYlcLCwAAADgPAS8AAMhpBLzuZVXIa/WkauGVt5I0umB6QstHc/6AR+Mu4/F4CHgBAAByCAEvAADIaVTx2qesaohKq4pt3Uaqk66ZmVTNCGBTqci1KuCNh3AXAAAg9xDwAgAAZLFIIavdoWvwdmpqzfeNTVaqAW8sHd5mSwNYOxHuAgAA5CYCXgAAkPM8Ho+8Xm+mh2GLmtrytAW6mZJsqwarWzNkklGJDgAAgNxDwAsAACB68abbjVMXmlruvsUzTC2XaMgbLdwNr9bN5ERpZuXl5Vk22RwAAADch4AXAABA2V3Fa5Xr6qolSY31zWpt2pHh0fRkth9vrL67drVjWLTnih7XTSqcp6L81FpYEO4CAACAgBcAAOALmariLasaojl1kxO6T2lVsanWC1a2ZzDWVVpV7MiAVzLXj9cpldrL9t2d0v0JdwEAACAR8AIAAARYWcVrBLCN9WstWV84s5OXWd0KwenitWpwat/d0QXTE1qecBcAAAAGAl4AAIAgVlXx1tSWq62pXY0ml3dTEFtTW246YM6EaCGvU8PdovzypAJeAAAAQCLgBQAACOH0ydbcFARnUng/3lh9d61ihLQd3mZbJ2fzeDwEvAAAAAgg4AUAAAiSl5fn+JAX5nR3dys/Pz9wOVikSc9SEVyFm2pv3ViM1ycAAABgIOAFAAAIQ8CbPcKDXasV5ZcH/tmNvrsAAACIhIAXAAAgDFW82SMdbRkIdwEAAJBJBLwAAAARWBHwllYVm+6Fa7a3rlmN9fb1gEV6Ee4CAAAgFgJeAACACNze57Sxfm1Cy7c1tUe8vrSq2IrhIEmEuwAAAIiHgBcAACCKXGrT8ODcJRGvr6mtUE2t/S0IEJnbDzQAAADAfgS8AAAAUXg8Hnm93kwPw/VSaRdhtK64rq4666qJJxXOi9m/1+gFDQAAAMRCwAsAABBDLlXxRtLW1N4joE20ojfRdhFWW7bvbnV4kwuZRxdMj3m7XROs0ZoBAAAAZhHwAgAAxJCugDfSZGxWT7yWjNamHWpt2hH4uaxqSAZHk37xAl47EO4CAAAgEQS8AAAAMRinyTu5ijc8HJ4/d2lIKAv3INwFAABAogh4AQAA4nB6wAtrFOWX29ZywSx67gIAACBRBLwAAABxELrlhtEF0zMa8DKpGgAAAJJBwAsAAGCCFVW8jfXNpiYcq6mtSHgiMziH2Urg4GVozQAAAIBkEfACAACYkIk2DZEmXovECZOx4ZBEJ2Yj3AUAAEAqCHgBAABMyNRka21N7Xpw7pK0bjNXdXibJSntbRoIdwEAAJAKAl4AAACTmGzNXYzK5gl3tGtQZfzlWzobJPkrcBOtwk0W4S4AAABSRcALAABgEhNgJaemtsLkcolVzrq9uplJ1QAAAGAFAl4AAIAEUMWbuExPGLdrVXHg8qDK9gyO5BD67gIAAMAqBLwAAAAJIOB1n8GV7QkFuy2dDYF+vJMK51k+HsJdAAAAWImAFwAAIAGZmmwt27Q1mQtcS6uK4y9kAyPgtQNtGQAAAGAlAl4AAIAEEfCmzmzv3PsWz7B5JPEZk6/FY2ZiNvruAgAAwGoEvAAAAAkioMsdHd5mUwFvUX78PsO0ZgAAAIAdCHgBAACSkEwVb01tecYnHENmEO4CAADALgS8AAAASaBNQ/qF9+1tNdnH1wmo+gYAAIBdCHgBAACSkK7J1kqrigN9aG+cutDWbTmd2b69TkPfXQAAANiJ88QAAACSRGiHeGjNAAAAALtRwQsAvDQe3AAAIABJREFUAJCkXA14G+ube1xXVlWs0qriDIymJ6Pi2bBs3zp1eNPfzoFwFwAAAOlAwAsAAJCCXOvF29q0Q61NO3reUFuRtoC3ZNY6lczqGTIbFu15SpI0umB64F+4Zfvutm18hlw9AAAAAID0IuAFAABIQa4FvG5UlF/e47pJhfNs3SZ9dwEAAJAuBLwAAAApIMRLTlnVkIxu//EfmmvZ8K+/TLwqmdYMAAAASCcCXgAAgBRRxZuYvLw8zambbPt2Wjob1NLZoKL88h4VuxHbTERUHLHFQzijSphwFwAAAOlGwAsAAJAiAl5n6/A2a9GeK8KunWbqvkX55RFbPERDRTcAAADSjYAXAAAgRUa/VaeEvPctntHjuhunLszASCLz+XyO2l9W8Xg8BLwAAABIOwJeAAAACzgpsMxEmNtYv1aN9Wt7XH9dXbVKqyL3sXXSPksVk6oBAAAgUwh4AQAALEC4lxifzxfoVZuukHfjgnLtXpX4pGnx0HcXAAAAmUTACwAAYJFsqkhNh0zsq12ritK+TQAAAMBOlBoAAABYhCrexPh8vqwIxH0+n7q7uzM9DAAAAOQoKngBAAAsYnfAW1Y1JOL1rU07ElpPTW1F0DqLv1hHe8QeujDHCKsJ+QEAAJBuBLwAAAAWsrNNw5y6yRGvT3RStZAgt7ZCNbXl/uuTHhkkqbu7Wx6Ph5AXAAAAaUXACwAAYCH68LpfTW1FoLI5UVTxAgAAIN3owQsAAGAht4V7bU3taqxvzvQwHKe0qlilSYS89OMFAABAulHBCwAAYDE3VfG2Nu1Qa9MOldVVZ3oolti4oFwbF4zJ6BiMkNfjoZYCAAAA9iPgBQAAsJibAl5DaVWx7ls8Q431zY6fbG33qmJtXFAe9TYnYNI1AAAApAsBLwAAgMXsCPUSnUgtUW1N7SE/l1UNibl8a9MOO4cT0aExDZGiZNC7VqV/XNEQ8AIAACAd8nxuKy8BAABwge7ubkureO0OeIOVVQ3RnLrJMZeZP3dpQiFvTW2FamoPVd12eM31/S3Kj1ypG43ZCuR4E6kl0383kry8PFo1AAAAwFZU8AIAANjAjW0aDK1NO6IGymVVQ0KC2mQt23e3qeXOH/BoytuKpK2pPWrAa1W4K9GPFwAAAPYj4AUAALBBpk7Nr6mtkOQPMO1oo9DatEOtc53TBiFZsR5HeLVxqujHCwAAADtRSgAAAGATAj0Y3FrNDQAAAOejghcAAMAmmWjTYKb/LNKPVg0AAACwC98wAQAAbJKXl0cVLwKMkBcAAACwEhW8AAAAcKxFe64I+bkov1yTCudlaDSpox8vAAAArEbACwAAYKNMtGnIZTW15YEJ0m6cujDl9bU1tevBuUtSXs99i2cELhPwAgAAwEq0aAAAALARbRoQjlYNAAAAsBIVvAAAAC4QXAEazopKVTdp6WxQS2eDiSWn2T6WZDHpGgAAAKxCwAsAAGCzbG/TEBw+N9Y3q62pvccybU3tmj93aeDn8XeU91imw9tszwAdin68AAAAsAIBLwAAgM2MNg1OCXnLqoZIklqbdiS0vFmtTTs0uLJDgyp7Br2G3auKVVpVrKL8chXll6vD26xl++5OaDtWSfTxJcOosi6rGqI5dZMD13d3dys/P9/27QMAACB7EfACAADkGCNgbKxvVmP92rjLl1YVByYuiya4OleSBlW2q2RW9Ipcr6SWTml0wXQV5cded7K++/c8jS6Ybsu6rUSrBgAAAKSCgBcAACAN7KzgramtkCRTYa1dzFYDoyf68QIAACAVBLwAAABpYGef1XjVtXA+Ql4AAAAki4AXAAAgTezuw0vQ625MugYAAIBkEPACAACkiZMmWrOKMTHahDuiT6gG8wh4AQAAkCgCXgAAgDTJZHDXWN+stibrQlhjfcf+u38itUGVlq3aUUqrinXf4hkh17U1tevBuUuSWl9r047AhHQ1teUqrSoOuZ1WDQAAAEgUAS8AAEAaZbKK18qJ0Nqa2tXatEPHWrbG3GE8DzWK3FKDkBcAAACJIOAFAABIo2xs05BOHd5mdXibe1xflF+uSYXzMjAiexDyAgAAwCwCXgAAgDSiv2qols4GtXQ2ZHoYjsSkawAAADCDgBcAACDNcrGKd+MCfzuCmtrQtgTRKnLhR8ALAACAeAh4AQAA0iw3A94xkqTRV00PuX7ZvrszMRzXoFUDAAAA4iHgBQAASDMqMt2ttKpY9y2eIUmaP3dpj9utnMxOIuQFAABAbAS8AAAAGZCLVbyS1Fgf2o5hx+h2Daq0b3tGmG7Xvp5TN7nHdfPnLiXkBQAAQNoQ8AIAAGRA7ga8a0N+nnCHvdszAlGv15vU/dua2vXg3CVxlyurGhIx7LUSIS8AAAAiIeAFAADIgGxp0/DObfaGmqkIDkI9Ho+6u7szOBpr+Hw+Jl4DAABACAJeAACADElnFW9NbbnKqoolSa1N7T0qaaPfryJwv/D11ahcjfXNlrcjsEJeXl5ICGr8nI79beybeEoj7FczjCpeQl4AAABIBLwAAAA5IzhQbDR5n8b6tSHL1tRWqKa2PLCuOXWTTbcxCDal4amEli/Kjx2YBt+el5cXsY2BUcVrd8ibbHCbCKp4AQAAYCDgBQAAyBC39uHt8IZOlDaoUrq1saLHckbo2ljfbLpiOJrRBdPjhrxS9HDX4PF4ku7Ha5Ubpy40tdx9i2dEvY1+vAAAADAQ8AIAAGSIWyswO7zNaulsiLtc/trJ8qz1V/imi5l9akc/3tamHZo/d2nc5RKp7jUTBNfUVujcb40zvU4AAABkHwJeAACADHJrFa8ZrU3t2rggtcrdRIT33Y23nNX73UwvYjv6FVPJCwAAkNv4JggAAJBBbq3idZp4rRnCZdMkZUa7BgAAAOQmKngBAAAyKFtCxkgGV7ZLs1Jbx6TCeZJiT7KWaLhrSNeka+ng8/mYeA0AACBHEfACAABkWLa2aRhU2a5Blan13zUzsVoqsmnfG60aCHkBAAByCwEvAABAhqU7ZCytKtZ1ddVqrG9OuCdsW1O7SlKsynWSeP14S6uKdd/iGXHX09bUrgfnLrF6eAkj5AUAAMg9BLwAAAA5qLSqWKVVxSEB75SGp0zdt7G+3FEhb6rtCbKpVYNEyAsAAJBrmGQNAAAgw4wqUiQv1XA22wJRI/QGAABA9qOCFwAAAI4yumC6RhdMT+g+VoSZHo9HXq835fU4gbE/sim0BgAAQGQEvAAAAA6Qrj68LZ0NgcvdFe0qmZX4JGi7VxVr9yp/iwdDW5N/PalOqpaKVNo0GIx2DdnA5/MF2jUAAAAge+X5OHcLAADAEdJRPbpozxUpr+Ol6dMkSTW1FaqpLZckNdY3S5K6Zt6d8vqTqeCV/CG5FWFmsv14jZA7kmQmtIumrGqI5tRNDuzzeM6+vIKQFwAAIItRwQsAAOAQ6ariTZUxGVtJQZ4kf8BrBL2L9mRqVKlPtmZIdtK14IrmRG5LdNmyL25vrF9ran01teVU8gIAAGQxAl4AAACHcEvA62RWBLxS8iFvNEYAnqobpy5UYxL3o10DAABA9iLgBQAAQFI6vM3q8PrbBBTl+wPM/LWT1RqlVcHgynbbe/RaGZBbGbi3NbVH3S/ByqqKE6r2TQQhLwAAQHYi4AUAAHCIvLw8V1XxdnibtWyfv+fupMJ5Ksovl2ftZG1cEKV1wKz0TMJmVRWv0dPXiknXzPbgLaurTnlbsRDyAgAAZB8CXgAAgCxhhK25zqqAV3Jf6G4GIS8AAEB2IeAFAABwkFTCRKNdQq6zOoy1uh+vExDyAgAAZA8CXgAAAAexqvLUiTYuGKONC8ZIkmpqKyybeCwSq8NLQl4AAAA4FQEvAACAw2RbS4Bs4daQd/7cpYHLc+omh9xGyAsAAOB+BLwAAAAOY3fAO7pgesjPjfWhrR0GV7anZTI0O/l8Pkt78RrcGL7Hm9yNkBcAAMDdCHgBAAByTHDA29bUro0LwgLLWUprwBseMEeTaEsHuwJeo5LXjcL3dVlVsUqrigl5AQAAXIyAFwAAwGHc3Ie3rKpYbVVDTC/f1tSuxvq1JtZrfp0Guypt8/LyXFnJK6nHvi6rqw5cNkJe4/EBAADAHQh4AQAAHMjOADG4irOtydpK3dKq4h59XjPJjipeKXP9eO9bPCNw+capCy1fv9HawuPxEPICAAC4BAEvAACAA9kb8MavmE3Usn13By6fP+BRy9efLLsCXimxkLf0i1YIZpZzAqNdAyEvAACA8xHwAgAAOFAmg7Xdq4q1e1XPoNGNE6/ZNdmawWzIm2j/YCcw2jXQlxcAAMDZCHgBAAAcKtEq3kmF80J+bqxv7tGCYfwdSzXhjtfirmvFbaf2uG5Kw1Omx2KHWO0kYlW+2hnwSofCeDf25G1taldrhP3K5GsAAADuQcALAADgYMv23a0Ob3Pc5SYVzlNRfmiV6O5V7dq1qmfo6MZK3NamHWqduyPq7cG9acPZHby6OeCN2q6jtiIQmhPyAgAAOBsBLwAAgAMlOoFXpBB4UGW7Bns7JEm7VhVZNjY3SkcVr9GuIRsR8gIAADgXAS8AAICDGD1jE60Gbels6HHd4f8ijf8X/+WXpk+zYngpaWtqV2N9/GpkO9gd8Er+kNfOyfEyzQh5jccJAAAAZyDgBQAAcIhEq3YTken+uYbWpuhtFuyUrtDV7KRrwWL1Fg4Wq89wugRPWkc1LwAAgDMQ8AIAADiAneGuG9XUVkiK0SM2Cemo4pUSD3kfnLvE1HKx+gynGy0bAAAAnIOAFwAAIIOSbcmQ7awMdg3pCnil5Cp506GsaoipKurG+rURn4OyqiGaUzdZEi0bAAAAnIKAFwAAIEOcGAAajGrRxvpmW8LWTAhuL5AOdoe8wRW9N05daOo+pVXFKbfJiNZHefT4oSo7cUhK6wYAAEDiCHgBAAAywMnhbjRmJmq7rq5aqkrDYJKUzoBXcm4lb7Jam3ZEDYjLHNAjGAAAIBfRNAsAACCNjNPasyXwc5tM7HePx5MzLQx4bQMAAKQfFbwAAABp4vTwa1LhvEwPIS3SXcUrZV8lbzRGG4xcCrUBAAAyjYAXAAAgDZIN9+KFrov2XJHskHooyi+3bF1OlomAV7I35C2rclbvW2PyNY+HEwYBAADsRsALAABgI6MlA5wjk1W0eXl5tmx/Tt1kU8tFmyDNDj6fT16vl2peAAAAmxHwAgAA2MA4Vd3KMK+ls0EtnQ2Wrc9KNbUVqqmNXQFcWlXsn4Qthsb65qiTeFkpU1W8RlVrLoX+RjWv8Q8AAADWIuAFAACwmNN7rY4umG75Ohvr16qxfm3g5/sWz4i4XGlVseXbTkamAl6pZ8ibzvYKZVXFaouyPTuDdeNgB20bAAAArEfACwAAYFL7wbVqP7g25jI+n09F+eWO7mcbrQo4UvBbU1seUpl749SFto0rnYIDx0wIDnnNtlewQmlVccTttTW1q3Vueiqngyt6AQAAkDoCXgAAAJPaD67VugPxA87RBdMdHfA62Zy6yWprateDc5fYvq1MBrxS6u0a2praTS1npmq6tKo4atX1/LlLU6rujdX3N3j/n3PF2KS3AQAAkMsIeAEAAGC5G6cujBoY2rW9SGKNwQltNFIJec2G4MH74P+zd+/RbdV3vvc/kmwnJgkk2AZKaCHYcRwwmNDQTiBpZ4Di1U4KSeBMA209MKTtnDBdLWToBEo7z0xDmxkaZloK5XKeVequpwfKLdxKzaEBDtA0XAKCQBxjE27hZpskNIkT25KeP8yWpW1dtqR9ld6vtbJiy1t7/yxtyVuf/d3fn52hsBV90YG01h3ZuNmmAgAAoNwQ8AIAANisZ3i9BmOZqxbrIi0F9cAdjHUn15VtnSie11W8krsTr/VaDFytTJpnNz88FwAAAEFEwAsAAJDDvbu/XtT97Apjc4XFKJ1fQkU3Q16/Su3N64fnBAAAICgIeAEAAOAbpfZ7LZQf2jQYjJDXmADOL9ycBC518juCXgAAAGsIeAEAAFDR/FLFK6VPOuankNdtBL0AAADWEfACAABk4LcqSjjHTwGvpGSgGY/HbdkHuzoLb/HRFx1ITsjW1dltqar6knWLbJuczUDQCwAAkB8BLwAAQAojUApauLugdnXa9xuH1no0kuBJDRH9xOjJW+q+mDqpWnvHXEv36Y32q3eVe60yMjECZjNz0Nt0UoNbQwIAAPAlAl4AAAApOblV0ILdVHWRloLv01yzpKDlr31kqS47856Ct+N3fgx4JftCXkO20NQOvRnWnek2q6xWDn/7vz5PyAsAACoaAS8AAKhYQa3WtVOhAS/cZ2fI6+QEdn3RgbRqYbcYj40fA3oAAAA3EPACAICKQ7ALM7+2aTBkCnmb2sarVp0Mbu3W1NYwoVdvU4m9e+PxOH16AQBAxSLgBQAAgdW9/25tO5C/XcCcSUs1Z9JSQl2bXPvIUq+HkFdTW4NWrltY0H38HPBKE0Pe1N/PjrYZbgXGjW31au8ovJ1IPqmvb8JeAABQSQh4AQBA2UskEskeu25orllSVD/cctDV2W2pz2t7R8uEKk6vBSH8t7snb6rU5yTofZZTK7KNkJewFwAAlCsCXgAAgBwWT701+XXP8Hr1DK+3dD+vA97UcbvNSvVnY7TedwGv5P8qXsnZkLfcmKt6jf/9/hwDAAAUgoAXAAAExsDoVj2198deD8NVC2pXez0EV2Vqq3DDqidd6zEbhIBXGgt57a5Mv37VE7aty6obVj2Z9WeFPOfFVI7TxgEAAJSLqvW7v+b1GICCnTFtraaFj3Jk3d3777a0XMvkZa5s10pvSUk655Df2DmcsmP38+rVfuIXT+652tJyC6d+3+GRlLd7d3/d0nK8/t3TXLNEzTVLvB4GcjAm8Cp20i6vq2IHRrdaWq6+aq5CoVAy6PWDYkJ4O4P7QivHqe4F3NX7grXXe9NJDfkXcoH5eHf7bZmvzKmvmpv2/RcvPK6g7VT65woA9qCCFxXPaoBiZvcfWKtBrlWFfEAs5n5WD0TM6/fqwMTq42seX7H7R7b1lYvBWHdBy5drUFns68xtbj/+dp8AKPV1iMpihHy5qjnzTb4Wj8cVDocluX9Cy2qF+mlTrkz7vr0j/X2mLzrgWtVzOTCC3kyBb+r/hbIaaL3XdLOl5Thx6q1yCeKsvq/ZfRx/3aWPW1ruZ4+eV9J27GI+3n32/5uTZclX0r4rNOC1+jnF/Hx4fXwJwF8IeIEyYwROVj8gmgMduy99Nh8Y+f2A121WgyvzB3lDsQd2fg1c843L6fEUGuQU+zoz+DW4LDXQKvQEQKYPzH6pSEQw2RlsFro/u8X8/nPORb9J68ubq/VBEDW12VPR1zO8XiN78j+nRg/r1PeiYqp8rQZaJ69JPyExvTV/uwm4zxzEbVhyTpYl70z7zunAMt+JBOP9otD9iuN4f5nwvm/xuDgoBQkASkPAi0B67cD/0aTQIRl/VukHHoUGtH4NmMqF+fEtNqDM9rwa63OqosS83qC+vuzez60+3garB9bFyhbIFlvp5VagZQQndl/BUKjBWLel37ku0uL5xGlwh3Hpvh2X6rv5wTp18rXGtvFWBF5U89oVyBryVV33Wui/W4gH9lyY8fbFU2+dUOWb62urNl91Wtr3p6+/t+B1VIJyqaC1W/4TCWP7V9D2q4dufSX/QrJeMVup+0+pBQkAgoGAF4H0+vAfJWU+eDZ/kOJSNn+ih6s9jP3dakBWaJBmXt7vB7xOB6mGQh9HpycF80uFYaFBup2TQ5ViMNatnuH1eZdrrllSUMBrZZ3GeuGeWcu3WXpu5kxaWlRQV+wJJbs+WBs9eds7xvdVL6p5G9vq08ZQjlKre+2+6sBcGVpoMGd3MGaV0yc0im25BW8Ve3z2h19b24+nnTe2X+T73MD+A6CcEfCi7JiDjlgs5sh2zB/gjEv5vOLU72k3Y5xWA6mtQ3dZWs4ckGSrvMnH6cfR7kpSp4NDs0LHb/fjmW99bj8eflfo41/o8sb+4PX7n18R8PrTrOXd6hnO/zeouWZJQa+JUt/vvL6/U/qiA+rqLP0k1GVnjgcz7R1zfRMep47LDVafZ6vB2Flfz9ZTtDhW/w47/XfDb68Hv4zn+avSK+HnrSns5E+xv8f4fpGtpUVp2zE+V9j1OAfl/djt42wA/kbAC9gk3wd5v1TYBY1XAQnPlz2sPn/wh2JPjBSL/aM8jF3+P5D2PZCKyd4Ae20cWmu6xVpQv3NLnf2DAQD4AgEvYBOCivIy8cAZxbD7dcHzUl5437TGixNdfdEBXb/qibzLGX1WrQR47R1z1fRxT1gApXG7ctgpVn+Pax9ZmvH2XVsyv6f01aafaDL6UZfLlRUTCxHsrcQuFxP3r8wVxEHrTWzG8RQAiYAXANJwgORvVFYXxu2K3ErQM7zecr9eO7dpRaHbzHnCpFk6ec1YQGKe/KlYXZ1b1ZXh9mzBDQDn5Xt/8XvQme39abPST1AZ7zN+DXjNf6/NPZgnGvu5X4JJjjdyc+r41fg7btf6zccFC2pX27JeAO4g4HXAGVOvybvM00PX6i+xd10YjXP+6qBVmhI+IucyWw/crndGnnVpRLlx4FHe7Hp+CXiB8jQY6+YEgUm+x2N6q0sDsWDluoXq6uxWV6c7EymWm8YsldNOtE4wqrqlie07rNzP63YO+YK1DRqrCCyXExPZjnu23zbW43h7Te73Cb/0Qq5U+YNg+EG2E6rjFei5r26Z3pr5fdTu45ps6/PriREA6Xwf8B4S+ZTm134773Kbh27SzlivCyNC0JR7YBe0yY0I2oHiGa93v72OgvA+OxjrpsUHKla2EM6J0NwIaHuj/RkrtnNpbKv3PODFmO23jV3yv12594+gBLyc4MvMPOmaWaGTsOUzo3Uw58/rIv7an8wVrNUd9q7f6hUyXldqE/A6KxwOKxQK2b5eJs2rPL4PeIFSBSF4AAAr/PoBlfdZwP3Xgd+CkEpT6PNtBFtMcuUNu07wmQOsDUrYsl6v5Nsf7Q7s8gXGi6eusHV7pTK/z7bbHPACgJ0IeB0Ui43q+OOPT36/fv16tbTM9XBEzvnylxfr1VdflST95Cc/0dKlyzweUeXwWyUf7GEcUDod6Pm1IhSZUYEKL+WqIPpUytd+u2Q4X8WYXdwOeOmNmK69o0XtHS2u/T0bf76t7e9GsGWumCyXwHd8Mqvcj4fXlYhW358WP5L5dnPgeW2W5cpFtoCX48ZgcuvzBQBvBCrgjUZf0Fe+8pXk97/61a+0YMGpHo4IAJxhHFAT6AH+URdp4UNRANl9iTEgjfeoLZR5f/TbCRG/K7cKWuTW3jFWHOX0CTSrlcpWjwH8eoWFcWKQgN6/Tj/9dL3zzjtF3z8ajWrSpEk2jghBEqiAF0DlMA5AKjXgrNTfG/CzQgNeetFZc9mZ96i9Y27eXp5NbfVSx/iVUFZ7x5orJs2T1cxoHdD01oGsz5f5dqtBQ7FXSOTrrW/8fcj3d8JKhW9TW716lm/Lu9yuLfWBqzTdfltLso9sLrOWb9Os5YWfuLGybiuMydqcClzaOzJfPehVa51Sg6+Jr9N7Mi7nlBtWWTthtHJd7t62QTFemW2WfmLCqMy2euLD6mvO+LswP+bs31Pz68H8vfG+bPX4PGhzpAAoDwS8AHzJ+ABgPpA3hytU0wHwo8FYd84gg/A3XV90QH3RATW2ZZ9JvLGtPvnzrk7r7/3mYNL8/Yw1Y4Gv3QGvU+z8u9fYVq9ZjfnXl28iJisuWbco7zK90cwzxRfCCLY/inRru4vVnUZQa3AqsB1fr7XK32wnTkb2eHP8FJTWItmDTWvyvUf1mfb1wZg7gfDJa56SZH1yr0JZPfFR6EkVv1bEAk6aNWuWFi3K/7czVSQScWg0CAICXsDEfMaVS1i8Zf5gzfMBIAgGY91Zgzg+qE7UG+2XOq1VvfVFByxX78I/coX3BjsCXuP1VReRJPYTeKPw9yh3KuS/eMrYJGabbX5tONVqxGrQbj7BApSD1tZWXXnllV4PAwFSNgFvXVWzTq79VtptiVBM++Mf6r3RF/TGgcd1VM0CTY8crSnhT2hSaJqGEh/qo9ibGooP6sPYa/oo9oYSKWf6DwrX67CqE1UXmaNJ4UM0KXSw4hrWUPxD7Ym/p52xPn0wskUxHSh5/CGFNT1yrBqqjtf0yNGqCU1TTXiaRhJ7NRQf1K7YG+offVm7Y68n73Nk9XzNnfQV04ri+kvsXb0/+rzeHdmsI6tPUUPV8ZoUmqbq0DSNal/K+rZod+yNnOOKqFp1VXN1eFWbpkQO06TQwQqrWgcSu1Ubyn+gDvidESB7XZEFSOyPyMyual9OkAHOmRhEZb6E3S7W11fewVdTW0POn3OlV7rxE4yc/ChH2Y4XjONKjgMqi1HNm0gkkv9CoZBCoZAkKRQKKZFIpC1jZl7evD7zsuFweMI6cm0/1/pyybaeXL+LE+vwm7IJeDMJJSKqDTVoVvUXNKv6CxN+PiV0hKZUHSFJOlbSqPbp/+75d1WHatU86WwdXjVvwn3Cqta08BRNC39Sn6g6Rc2T9qrvQJd2jPw5LRwuxGFVJ2j2pC9rcmhG+g8SUo0OVk34YB0SnqWjq/9aA7Gt2rb/bu1P7Mq8skRY08IzNa1mpppqFk/4sXl9/aMvqfvAPRpO/CXDuE7U3MnLVKUpE37mp3A3W48j/oDBikIDNQK4zJiV1x7sX/7XXLMk6weowVi3I/2z3W7nYMfl+AgOKxXljW31qjs583JUU8NL5qr/ib1Ugz3JYrYgv1wn5yuk/U6QlHrljtXWJtm2Y/W4MigtVCpVPB7P+fPUwNLK7cbPUv83tpPvPqmBaLHjKmZ94XDY8u8Sj8czhrR2rMOvyjrgLVQsMaIZVcfqhMlfV5VqLd2nSlM0Z9IyHVZ9ol4c+rVGE/stb6+aDhwAAAAgAElEQVQmNE0n1H5V08ONlu9TH5mrg6d8W8/vu8XyfXJpqDpBB0c+qc1DN2pffDB5+3GT/4c+UfUZW7YRdH7rvVcp3A7oCz1wYj9Ix6y8qAT5+uqWi6BNpmW3cnkfM/+dynaiwMrfvwUXZf/Z05uDHaBVqnwtyWZlmXzP7hNO2SaBK1alHJ+Zg99yCXxLPWHk10KDbO+zz7dZe/9069gj23aYN8B7hVSllipTFW6u7UUiEcVisZK3m2t92aqDcwmHwxMC40J7FGdah5+VZcB7zz1364orrlBVVbVuvPGXWrhwrDH1s88+o1tuuUXPP/+8hoaGNGPGDJ1//vn6n/9zpaSxCt55k1dIGttxYrFRPfTQQ3r44Yf18ssva3BwUNXV1TryyCO1cOEiXXDB+Zo58yhJ0oxwk+bVfkPP7rve0hgPDh+tptovqkoHJW9766039cADD+iJJ57Q22+/rZ07d2rKlClqnt2sxV9erHPPPVeRSJVqdLBOrv2WXht+eMLvPHnyZN1yyy065ZSxcHbz5s26/fbb9Pzzz+v9999XbW2t5syZo2XLlunss89WKBTWpNB0zav9ljbuu0bxxIgaa9rTwt2BgX797nd36I+PPKK3d+zQ/v1DOuyww3TaaQv193/foVmzji3+ybKB0wdy5j9oxvfl8gGw0pkPBCshvIF7qGwuLxuH1qa9R1DpAj+zGvCWat4aqwHvCke2X+myXclWKKsB4bcfsfc4qclCb2ZkZ7yuNxR4JamVSQ8l6fpVTxQ8Ji+Zr6I5PcvHRON14/XnOSt95/2AgDd47r77bl155ZWqqqrSL3/5y+Rkbc88M56J7d+/PyUT+58T1vHmm2/qwQcfnJBPzZ49W4sXj+VTVVVjkWIkEkkLQY3tT5o0Sbfccos+85nxfOq228bzqYMOOkhz5szR0qVLdfbZZydD3HA4nFyfOdwdHR3P6V555RUNDg4qEomooaFBp5xyis455xzNnz8/eV9jbLnWMTAwkMz6Fi1apAsuuEAzZ85M234QQt6yDHgNo6MjevHFl7Rw4SL99re/1Y9+9O9pZz0++OAD7d8/XnE7JXSEpLEzHi+99JKuuGK1ent709a5f/9+bdu2Tdu2bVNn56/1ne98RytWfEOSdHD4Uzq2ZmIriExaJi1LbmvPnr/ommuu0V133qXR2Gjacrt27dLTzzytp595WnfccYduvulmzTj0UFWHpurI6lMmrHf//v165pln1draqjVr1uiuu+5K+/mBAwe0adMmbdq0Sffdd5+uv/56TZ5cq8mhGTq25iztim3XMTVnJpd/6KGH9P/8679q90e709bz1ltv6bbb/rfuuutO/eAHP7D0OzulUs7UwxnmA0G7PigBUuHBrtcfNJCfF2G91f2C9y938YHXfu0dLWrvqMwTrZU6ya/VAJFJtDIbfx+yNhmZwcqkh27YtcUf48jH7yfq/T4+eGd0dFQvvfSSFi0ay8T+/d//Pe3nH3zwgYaGhtJu+8tfPs6n7rprQiXtrl279Mwzz+iZZ54Zy6duvlmHHnqopMzVwwcOHNCzz47lU1dfffWEfGp4eHhCPlVbW5ts25BIJNKC2RdeeEFXXHGFtm/fPmFbe/fu1euvv6477rhDp59+un7yk5/okEMOkZRelfzSSy9p9erV6uvrmzDWnp4e9fT0qLOz8+Osb0Xyd0vtWexXZR3wStLu3bv08MNdE8JdQ1NTU8p3Yzvkxo1/0sqVK5M7+kEHTdH8+Z/WkUfO1OjoiLq7u7VlyxaNjIzopz/9qQ4cOKBLLvknSdLRk/5G1k6gjm3rjTde17e+9Y96/fXxHfS4447T3LlzVVNTo+3bt2vTpk1KJBJ66aWX9J3vfle//vWvFQqFNC18VMY19/X16uKLL9bmzZsVDoc1/9PzdcysY5Lh7nvvvSdJeuqpp3T11VfrRz9aI0k6qvqvNLN6vHL3wQcf0OWXX548UxGJRHTyySdr1qxZGhkZexy2bt2qH/7wh6qurrbySwO+Z/5AVW6BiVMVypXyQRSAs7o6uwMT8FkNeMvt74hZuQTdxVZCVpq+6EDG242KUL8Eh9kYrQ2yvS4nTpYXDFYrcv3C7pYSxn65ayjz/je9NfN+a1Wh/fXzHRdne98s9v3Uif7/8BejErUYu3btUldX14Rw1zB79uzk16+//rr+8R//Ua+//nrytrlz5+q4445TTU2NXnvtNW3atEmStGXLFn03JZ/K1h6it7dXK1as0ObNmxUKhTR//nwdc8x4PvX+++9Lkv70pz/p6quv1po1Y/mUuSXDU089pZUrV+rAgQPJ244//ng1Nzdr8uTJev311/X0008rFotpw4YNuuqqq3TdddelreNPfxrL+oxCz4MOOkif/vSnNXPmTI2MjGjbtm1pWd/+/fv1T//0T8nx2NWKwillH/Du2LFDv//9Q4qEI/rmt76pZcvO1Sc+cYR27dqll19+RZ/5THoV7Pvvv69LL700Ge5+5Stf0eWXX66pU6elLReNvqBLv3up3nn3HV1//fVatGiRTjyxTaFEYS+66upqffDBB5KkhQsX6dJLv6vjj29NW+a5557ThRf+vUZGRvT005v02GOP6m/+5nQZIbHZgw8+KEn63Oc+px/+8F911FHjQfDIyLB++MMf6p57xg5e7rzzTn3zm9/SJz/5SUU0ObncO+/s0FVX/SAZ7ra2tmrdunU6+uhjTGN7Vpdf/j29886Ogn5vP8tXEVzsH95swRpnXOEm45Jy40CQA8LK4vYlieb9rdxwYsNevdF+9Ub7XQ94t982tr03I086crms1f0/qC0/yiXgLZTROzYok8zZFVzmq7h1qtI23+RbQTkxVKps7xN+D9adNr5fnpbx59kmq/NKts+blfp+Cmft2LFDDz30kCKRiL75zW/q3HPP1RFHjGVir7zyik45ZTwTS8+nFuq73/2uWlsz5VMXfpxPPa1HH31Up59+etbt//73v5ckLVq0SP/6r+Z8akQ/+MEPtH792Gvizjvv1Le+NZZPpRoYGNCqVauS4e6sWbN0zTXXTBjbBx98oOuuu06PPvqoLr300rSfvf/++7rsssuS4e7f/d3f6fLLL9e0aelZ3wsvvKBLL71U7777bjLra2trkyTfV/GWfcD7xz/+UYlEQtdcc42+/OWzk7fX1dXrc5/73ITlf/7zn2nXrl2SpDPPPFP/9m+Zz3K0tZ2kX954o5YtW6pYLKYbb7xRN9zwS8vjimm/IpqsI4+cqTvvvFODgwPJvrlmn/70p3XBBRfo17/+tSTpvvvu+zjgze6iiy7Sv/zLxAOA6uoaXXXVVdqw4VHt3r1LiURCf3joIX3jm99MW+6///u/NTS0T5J05JEz9atf/UrTph2cYWzzdeutv9K5556rv/zlL5Z+d7/LF/AW2xIi2wEZAQG8wIkF2MmpCsXFU2/VYKy7bANiu2V7XZdrb/GT1zw14bbNV038cH/ymqcy3m4wJpXbqX51dXZr+/DY4zWjdaDkqi/J/vdb8/GE3a8P83GO1fE7FVBb3b55PzfaPVg9zhr/va1VFhqBYlAC3qDL9zhbDXiNytENBbY0MDO//xj7v9M9a62+n5vfF6y+juz6e26ePM94fW2/bY4t6y+WcUKvq2bs8TDe781mLec4GeXjj3/8oyR9nIl9OXl7ff3ETGzmzLF8amBgINk31+zTn/60zj//fHV2dkoay6dyBbySdOGFF2r16kz5VLV+8IMf6NFHH9Xu3WNtQR966CF905RP/eIXv0jmdHV1dfrNb36j+vqJJ7YOO+ww/ehHP8o4hp///OfJdZxxxhlZK5pPOukk3XjjjVq6dKni8bhuuukm3XDDDZIIeD2XSCS0bNm5aeFuNjt37tR9990naaz8+t/+7d9yLj9nzhwtWrRIjz32mJ544gnt3z+kyZNrLY3rjeH/q2NrzpIkHXvssTr22NwTlX3uc59LBrzRF6I5lz3m6GPSwt19iQ80OLpNh1WdoEmh6ZoyZarOOusLuuOOOyRJW15+Oe3+u3fv0h/+8Ifk99/5zneS4W5cw3p3ZLOqQpN0eNU8SdKnPnW0jjjiiLIJeBFsdk9qVeoHZyq34UflXlnrF6mv/2xf2ynb81noB/YgzM7e3jFXI63WKrIKCWnHQqSPA4jlpV/W6wSnA3u/zW1g9X2q3FphlNvvEzT5Kj7NlZaNNWNBw6zl2zIubzXYzHTiqhheH2eaJ8/rHxp7L90urwPeOR+PwzhhkHk8XgW8TP6MVPfff7/uv/9+S8vedtttOumkk7L+fNmyZWnhbi5W8ykj4I1Gc+dTRx99dFq4m0gk0nrrTpkyRV/4whd05513SpJeNuVTe/bs0b33jr8nf/vb304Ld43ANVuLCCk96wuFQpazvscff1xPPPGEhoaGkr2B/azsA96qSJVWrlyZ/H7H6Ea9uv9+VYemqTY8XXVVc3R09djZhj//+c8aGRmRJM2bN091dfkvdTnuuOP02GOPaWRkRC+++KI+85nPWhrXQGyLNJzQMTWnK6z8/WuPPPLI5Nf9A/05l62uSV/fn/f+VAkldCDxkZpq/laS0sriBwfTP7xs2rRJw8PDkqTJkyervf2s5M9eHOrUYGzswOXwqfPyjruScEmNP9h9QJttfVaf72zLUbkNL9n9gcGpytGgv05SH5egXn6fateW+pyXAWfrzWm3xraxcTywx5XNwWFBfZ0X2vKAwLa8GMd3xgkR4/9swaDVgNfrk0oTT6hYG7fRmsN4XUysZM5+FUU5sOvEOZM/wwmRSCQtE4vH4xmrUEOh0IS+t9nMnDkz+fXAQO73LfN8TUYb0Hg8ntxeaj5lXt+zzz6bbKFaXV2dFlSbe+IavYCNSlsjkDVnfZmqf82OO+44Pf7448ms77OftZb1eansA95Zx85K21l6DtynuEYVS3yo/bEPdXj1+FmOLVu2JL9+7rnn1NJS2BnGfDu22VsjT+nQyGxNj+Q+OyJJNTU1ya9HRkYUj8cUDufv97s/sVOJjyeLiCX2J283ZhOUlOxBYnjppZeSX481rB6rSh5K9CfDXUnaG39PU8JH5B1DpSg24K3UWZODLltwlS/Q8vr5dati0+1er7DGqco8uypHS1EXafG8YimX1Mfe60vei7X5qtPU0DE366XQd1xl7+REdu2vTlUg53t/44O5/XI9l6mX3DvVB7YUxv5c7gUB5l655d4b128V76Wa+PfJ2ufh8fdD/13x4Qa3K205vq4Ms2bN0qJF1iZQbGhoyLme1EwsW4sBo7LWSpWqOZ+KxWKWJoHLtu3UfCp1EjVJevHFF5Nfz549W1OmTMm6LuN3kJQ28Vtq1rd582a1tBT2mk3N+vzcpqHsA95UI4k9iidG026LaFLy6w8/HCxp/cZZBSsmhw7VSVNWqEbpfW137Hhbjz/+uF555RX19vbqvffe0759+7Rv77605azuULHEgbzLmFfV3z9eIZxaObwv7r/LFP3E/Ic23wc7/jAHmx8CrWL4OQCD88rtg2hqqOv3fbvcHns38JjBDtn+Ljt9HGZcap/s+dn58SXqNZnfq8olCDX3ynWrst+QL0DfIG8+lJtbPpj3y/G/Yem9a+EvxuvZzNzTlx6+sENra6uuvPJK17aXKaDdsWOHHnvssYn51L7i8ikrzOvKlk/lkxpUDw6WlvWZiyL9qqIC3uHExGv5Qhp/0kdGxsPfE088MWcPE7NIJKKFp1mfeXn2pC+nhbuPPrpBN910k1544QXL63BKai/dg2oPSn49nNjrxXAAAMjIaqjbXLMkrbqG3sPla0broOateVKS9PxVC5MTqBWjuWaJ2qdO/DDvdDBY6KRi5V4RWozUULFneH1Bl73nC+KstmYwtpmcxO/j/8d7f6azGggF7fnujeZuLWe3/I+PvVcawB3mqnzjfdjqFRp2Vdhma7Vh7ulLwAu/yhbEmlszbNgwlk/l66/rhr17x3Oo2lprc16ZjY6OZ30nnHCC5s2z3m40HA7rtNPG28z4tXpXqrCAN5NRjVfdHnLIeOB64okn6sorv+/YdmtDYwd5o6Mj+v73v5/WNFqSDjpoimbPbtIRR3xC06ZN1ejoqNavd6eSZfLkycmvhz/uUyJJIVnrxwJUMiqzAf+pi7QwUYkLzLOm55v13swI1h7YY23ytEyMcDfICp1ULGiBnxtS+3/OaJXmrfF/2GK1Yt3p5ztbe4tCew67Ld/rxm8tb8zM489WKWp+/o3Kb6+veHj+KuuFTl4wnv87CPjT8PcjWIzetdmktiQoROr9RkbG8iljQjLDQQcdpKamJn3iE5/Q1Klj+ZQ5w3KK0ZJBKuyq+dR2EwcfbM763KuMdlPFB7ypVamHH3548uu33nqrqPXFNWJp0jTDf/7nfyZfGFVV1TrvvPO0bNlStba2pvXY3bHjbdcC3mnTxnf+3bt3Jb+eFE5vJ1EVKu7sCQCgMvjlhIfxwTloIa+5Z6d5/G5VIqdWNI7o3gmTmxlBo/kS80IDXsCPzD1l/cLquApt/WCuIA/K+6bdbXq8brmVv1J0jF8C3lKulrDCfILh9Arp4OP0cRQBb3Ck9pbNpZiAN7V695prrkmGu1VVVTrvvPO0dOlYPpXawmHHjh2uBbx1dePvL++8805R67Aj65MmTurmNxUf8O6Lf5D8OrVM+/nnn9fIyLCqq8eaRw/Gtuqj+NvJn1frIB1VPXE20M1DN2p+7bctbXtwcEC//e3/ljT2Qrzllpu1YMGpRf0edpp1zDHJr1977bXk14eEj1ZVqFajiSFVhSZrUuiQTHcHUMG8/kAE5OL3Pr1mXn9gByrRxEu+/XmiwuoJlEID3t/+aux9x7jEnL/rcIK5FYqh0EkxZ7SW1lfTKebXjfnvOX/f4UcDAwP67W9/m/z+5ptv1qmnep9PnXjiicmve3p6tHfvXk2ZMiVjmB0KhSa0m5AyZX0jqq4eK8zMFJ5nWoffw12JgFc7R1+TMc9aW9tJOuSQ6dq9e5c++ugjPfjgg1qyZOwypRmR2dqf2KVY4oCmho/UwZFPZlzfCZO/ZnnbL295WaOjYy0Qjj/+eF+Eu5LUekJr8usdO3botdde07HHHquwqnVy7Tc0GNumhsj4MolEvKBSeQAAgErh90vD7ZIvsPB7pZgxPq8m4fILo3I0aD1Es7U0MHRlmdwOuc1avi3t+2yVxV6x3pZnRUnbKbWS3fz+R8ALP3r55ZeTvWpbW1t9Ee5K0vz581VdXa2RkRGNjo7qvvvu0/nnny9pbC4sI5zNVb180kkn6ZBDDtHu3bv1l7/8RQ888ICWLl2avF/qOrKtJxwO522T4bWKD3gPJD7S3vh7mhI+QjU1NTr//PN1442/lCT99Kc/1cKFC1Vf36CwqjSzasGE+ycScf35z3/WvHnzNHlyrSaFZljedjwxvnPs3r0763KJREK/+c1vCvitSjNv3jw1NBym/v6x6ub/dcst+vFPfiJJmhb+pKaF08PtNWvW6O23356wHgAwDoiDVjkJWFEXaWHfVvZLSI1LaAutyPJCU1uDGtvqTbfVZ1naGvPjEpRKyGKDCKcDXqdbBYyPjx6dQZQveMw2uZ0hW+/hcmM+4WS8rrK9j5uDfr8FvIUy94o3v2/t2lKf9r9hbq0RED8hoJykhpmp4eWuXbsyLS5pLJ/q7Ox0dFypDj74YJ199tm66667JEm/+MUvdNZZZyVbN5gD2Xg8rscff1ynnnqqJk0aq+Ycz/pulDSe9TU0NEjKXLEbj49nfbW1tcnqYD+HvBUf8ErSmyNPaO6k/yFJWrHiYt1//33asWOHBgYGdMEFF2jt2v/QySefnHafRGJsp7nu59fp5VdeVvtZ7frZz39e0HabmmYnv37rrbd033336eyzz05bZtu2bfrxj6/Wpk2bivztChcOR3T+8uX6+XVjv8/d99ytWbNmacU3VigUGt/x+/s/0I9+9CM9/PDDaWc9AMBgfJDwqhdrtkCBygnYoVwD3sVTb1VfdEBbG//Z66G4qtBL2cuV05Vmxf49WFC7mgmSgBIFpaeyU8zv8yN70v+GGyckd16V3opxs83Bbr7noRyPLeBPqRnO7Nnj+dTbb7+dI5/6sav5lCStXLlSXV1d2rNnjwYHB9XR0aH/+q//UnNzc9pyb7zxhn74wx9q06ZN+vKXv6xrrrkm+bOLL75Y999/v3bs2KHBwUFdcMEF+o//mJj1GQHxddddp1deeUVnnXWWfv5x1mdU+Po1+yLglfTuyHNqqvmiqkNTNXXqNP3sZz/Txf9wsXZ/tFtvvvmmLrjgfM2e3azjjz9OU6ZM0YcffqjnnntOH3ww3r93z969Gh4eVk1NjeXtHnXUUTrllFP0zDPPSJK+973L9bvf3a7Gxibt27dPr77ao+7usTf3b3zjG/rTU3/Sy6+8bO8vn8XFKy7W/Q/cr+3bt0uS1l27Trf/7nbNnz9fkyZN0ttvv61Nm57W6OiI/uav/0ZTp03T/fffl2etqGRUclYGv0yqZSDghZPYj8pLX3Qg58/NFb5wVlAqnv0u334dVEbvVacn98qHS++RiXlSuInSK6HNFeR+O55GZTjqqKM0f/58Pfvss5Kk733ve7r99tvV1DSWT/X09GjbtrG2LStWrNCf/vQnvfLKK66MbebMmbr66qt12WWXKRaLqa+vT+ecc45OOukkNTU1KRQK6bXXXtNzzz2XDF/37dunWCyWnBxu2rSxrO8f/uEf9NFHH+mtt97SBRdcoNmzZ+u448azvs2bN6dlfXtNWR8Br88lFNOWA7/VvMkrJIXV2nqCbrv9Nn3ve9/TSy+9JEl69dUevfpqz4T71tbW6qtf/aq++93vqqqquuBtr1mzRhdccIEGB8cOUp599tnkC0qSpk6dqtWrr9B5552n/v5/cTzgjWtUYVVp0qTJuvVXt2rFN1bo1VdflTR2Fie1FUMoFFJHR4cuv/xy3XTTTY6OC8GT7YMZByyQ3Av8Nw6tdXT9QCbGB34+6AdHb7Rfvav6cy5TKZdwo7xcv6o8Lim3a1IuuxHwAgi6eDyebFFg5FMffvihJOm5557Tc889l1x2ypQpuuKKsXzqX/7lXxwPeBOJRLIFQ3t7u2644QZdeeWVGhwcVCKR0PPPP6/nn38+7T7V1dX66le/qn/+539OhruG1tZW3X777br88su1ZcsWSdKrr76azLxSTZ48WV/72tf0ne98J21CNlo0BMCHo6/q5f236/jJX5EU1qxZx+p3v7tDGzZsUFfXH/TCCy+ov39AUkIzZhyqOc3NWnDqAi1evFiHHjp+5nhYH6lGB+fdXlzDCqtGRx99jO69917ddNPNeuyxR/Xuu+9p6tQpOuqoo3T66WfovPPO1WGHHS5J+vznPq+uri5HJzTbn/hQk0OHKqwqHX7EEbr77rt1++2368EHf6/X+vp0YPiAjjj8CH3ms5/R8uXLddxxx0uSTjnlFE2aNEkHDhxwbGxBQ5CJTKgoHeNW6wYqxuEFAt50RjDa1Zn79TiizAEOgOC4ZN0iSeUTLDvFrr8P/J3xhtHLt6szd29np1FQAzukVqMec8xYPnXzzTfr0Ucf1XvvvaepU6d+nE+drvPOO0+HHXaYJOnznx/Lp/bv3+/o+FID6M9//vN6+OGH9bvf/U6PPPKIXnvtNe3Zs0eHHHKIPvWpT+nUU0/VOeeco09+cnzeqEQioUQikVzHrFmzdMcdY1nfH/4wlvUNDAwokUjo0EMPVXNzs0499VT97d/+bbLPb+pY/CxQAW9b20nq7t6Wd7mlS5dp6dJlBa//vdHNOjC0WyfVXqSwJikUCumMM87QGWecYen++xL9en7fLTptypWSpEikKut4Xz3wgOZMWioppPr6Bn3/+9/X97///Zzr/+KXvqQvfulLGX9W6O+8fPn5Wr78/Am3xxLDemH//6uTai9WWFWqrq7R1772dX3ta1/Pub7PfvavFI2+aHn7QKUyB45G0MkBenmjRYm96iItaRPF8EHGGvPkOm4z9z7siw6khb6fKvzQLSMjYG/+z7Ft/J8rvL2E28zq+32l98rMpKmtIe8y5vfZ6a2ZWxR4/XooV5XeyiTfZILG65+A1x2lTu6YjfH3zOuAF+Vnw4YNtqxn2bJlWrbM+oFVaiuDhgZr+dSXvvQlfSlLPlXo9s8//3ydf/7EfEoar5o1AtopU6booosu0kUXXZR3vakVt6m/Y6FZn98rdw2BCnjdsDPWp41712nO5CWqjxxn6T4jiT36IPaiXt3/oGIatnSf3fHXFd3/K50w+WsKy3rfXjfsjPVq0751mj3pb1UfafV6OPAJ4wwxQUppCPgqkzlI4HVUmsFYtx7Yc6Etk5wtqF09YT09w+tLWq9fP3D7MTDsjY63RejNcql1U1uDVq5baPl1k/r474rVSzot+8IesLp/EEBOtHLdQgtLWVnGfievecqT7cJfrAa8+RgVoqWux+6A06jQzsZvlds3fsmoTMzWE3fs7062FiBAJUkNUf0mkUgoFospHA4nWzbkW974l6qQdRji8bhve+6aEfBmsD+xU9GhX2lGpFGfqD5ZDVUnqEq1yZ/HdUAfxd7WR/G39f7IC/oo/naOtWU3MLpVT+xdo8OrTtQhkaM1NXyEpoQPV1g1GtVefRR7Wx/GevXuyDM6uuavdVT1aQqr8D6/xdgXH1B06NeaEj5cM6s/o+mRYzU5NF2R0CQNJ/boQGK3Phh5Ue+OPqsjqz+jw6vmaVr4E5L8+YYA+J35gzy9Y1FOgnCCqC7Soo1Da205CePXgDfozAE1J8zckW+yMz+/rp00a3n6VXrZKoWtKjSIMweAdlcS+vGEUCUxX/FgNrLH2vuf3QGv0xXaBK32YJJKFMMIUUOhUDIATQ1CU0PTUCjkSRhsVNEaY8w2PivryBb0Wl2PH/k+4N0de47w76YAACAASURBVFN/3HO5pWV7D/ze1m3vjPVpZ6xP0h0F3c/qeCVpNDGkHSObtGNkU87lXj3woF498GBB4zB7e+TPenvkzwXdZ2/8ffUcuD/nMm8MP643hh8vZWhAxfPrBymnJw/x++QkQQgm/YwPGMGWb/Iitz+IUwkPN1idTM/u/a/wgDf9uMFqwJuvMtSwoDb9cZjROmhtYA7JVtG+QVwiDyDY7Lr03who7VhPvnDTjm2Vsg47AtggtFwolO8DXgCoRH6pmKr0gLdQfg3qyxUVnID3nOpxCWfkqwzNZt6aJy0uuULSxEv5S710P9vf1/aOklYLSBo/gcAJAwBBRsALoCAEWEB29MxEJclX4St9XC3ocQBjnpgrte+vkyqlgp2ANzerFcHlxnwpf7bK4VJbSxQbWCOdXe9X2Z5nv5/ANz7fNLWV1moFALxEwItAmlf7TR0UHvvA9tTeH3s8mspgzDi5cGru2TRRGONxLdRpU66U5Pz+X+z4il1vsScQnKrkNMZ5ziG/cWT9lcbqB0g3L70fjHUn9x8qgsc1ttXnnEynq7O74KC0L5r+wbk36vwH6emtA/raX6VPunXd/1qr7bfNcXzbpb5/OvX+67VKez/12/Po9Hiyrf9LFx2f8XarAa/fHken2fX7uv24ZXueR3b7e24J43H69n9/3tPtu3U/AOWJgBeBNKPqWE0LH1XQfeZMSq+g2HYg22yqqCTF7hf5gking6L6Kms99Lxifnysnhgo9gTCvbu/XtT9yo15fzbLtt9077/b0voL3a9DoZDvJyjwe1WRl3JNptPYVl9wwOu32dXzMVf+GqhYhZT//dZt2fZXv/vZo+d5PQQEmNdXFrL/AvATAl4EntU/7C2Tl6V9bzXIM1eaBCVIcqvCM+iK3S/yBZFu7Sd2B812fWD1a6W38boIOrsr4Kw+X4Xu1+FwOG0SBL+HvW5prlmiukiLeobXUzXsgbpIi7Yr/77Y2Faf8fJvqwGvMcs0ypP5+MFrTlceVlrlNYIh3/HLHbrTpZEAgPcIeBF4xQZJTldeFHsgbDVAsftA261KFGPcA6Ppl+QVG0RnCziLDU2C9gHG7mDObx9YrQra82aV334vYzyFBL2hUCgZchlhb6UHvYOxbjXXLNGC2tVp71Ubhwq/hLVS+rzaaezvhvMT6RDwAjCz63jbbxXk+Vgdr3Ec+uSeq50cDgCUJQJeVKxigyynD6jsvtSo0AMqt5gvFS+2ErvUS86d4rdK0aB9ECh3lfp8GGFv0IPeukiLbZW3xbznE+qOKbZVQntHiysTM2Xbvyv19Q/AvuPtoJ2QL3S8fr0SzC1++xwBIBhCiaB+ugIAAIFWSNBrdeI1I/zcOLTWsfYHzTVLSurdWxdp0YLa1RNuL/R39FJXZ7elyZHaO+Ymw9TLziyu931TW4NWrluYf8Ei3bDqSUvLFTOGUCikcDhc8P0AAACAQlDBCwAAPBGEit7mmiUZK0WN23qG1zNRW8AVOlkcAAAA4DeUFAAAAE8ZVY70K0W58euJCwAAAJQXKngBAIAvhMNh26p5M7VASOVl5e1grLuoCdX8xK0+tuWAydYAAADgNAJeAADgG0bbhng8HojKx7pIS9pEaVb7/lpZzu5JN5HOau/dUgVhPwYAAECwEfACAADfsbOaN5O6SEvG3rqZlsv3c6Na2O7KXKtjDIqmtobk137oe+vmGKjiBQAAgJMIeAEAgC+lVvPma7lQKHPlLZy3ct3C5Nc3rHrSFyGvWwh4AQAA4CQCXgAA4GvhcFj1VXO51L0CXbJukRrb6r0eRsnYdwEAAOAkAl4AAOB7RsuGeDzu9VCyqou0aPHUW5PfP7DnwpLWZ2UiuNTtwd/i8bjC4bDXwwAAAEAZIuAFAACBEAqFFA6HfR3ywpr2jha1K3+LjHKo3gUAAACcRsALAAACg5DXWYOxbkvLldq/OEjB7SXrFtmyHmPCQHrxAgAAwG4EvAAAIFCMkNcIzGCfjUNrLS1XSa0h7AyjCXgBAADgBAJeAAAQOKkhWSWHvKl9fhfUri65stZNfdEBdXVOrBjujfbnvW97x1y1d7jzu96w6smsP1u5bmFB66rkfRUAAADOIeAFAACBFAqFFAqFFI/HbQ/OrExwJknNNUvUXLPE1m1XEithrtfsHiNVvAAAALAbAS8AAAg0oyevF9WRVoPgukhLsrp2MNZtudctyg8BLwAAAOxGwAsAAAIvFAr5+vL31FA3SG0UYD8/76cAAAAIJgJeAAAQeMbEa/F43OuhoIJcduY9ad83tTVY6ssbj8cVDoedGhYAAAAqDAEvAAAoC4S87tk4tDbnzxfUrs7582wTrLmpvWNu1p91dW51cSQAAABAaQh4AQBA2SDkzcxKn+BClNpDuKuz2/MJ1to7srfKcDrgTSQS9OIFAACAbQh4AQBAWQmFQr7vyes2uwNelI6AFwAAAHYh4AUAAGXHqOKtpJA3tW1Cc80SNdcsKXgd+SaAK7VyF+Mqad8EAACAswh4AQBAWarEkLdUqQHu4qm3Tvj5A3sudHM4ZY8qXgAAANiBgBcAAJQtP4a8dZGWvJWyxnLmr3uG17vWbsFv1bpNbQ3Jr/uiA7ph1ZOSxnrpNrbV27qtS9YtcqVPMAEvAAAA7EDACwAAylox/XittjgoJnC1GvB6LbXlgx9kC1sbo/W2B7zFrq832q/Lzrxnwu3XPrI04/JMtgYAAAA7EPACAICyFgqFkpW8dksNgjcOrbVU9WpeJghhL5xDwAsAAIBSEfACAICyFwqFiqrkLcSC2tVp32frV2uu+M3U6xYAAAAArAp7PQAAAAA3hMNhKiXhO0abBgAAAKBYVPACAICKEQ6HFYvFvB6G49ycjM1QSKuJxrb8fXP7ogOOT3LmF7RpAAAAQCkIeAEAQEVxqh9vsbK1crA60ZtVxrqcCn6t9B82tHfkD4O7OrsrKuAFAAAAikXACwAAKoob/Xj9yOmA1w5dnd3qiw54PQxPUMULAACAYhHwAgCAimNU8QYt5E2t6h2MdWsw1u3rwLYY5Vi12xcdyNuSgoAXAAAAxSLgBQAAFSnoVbw9w+sLaotgWDz11qw/y9YuolBW1pNrHOXm+lVP6JJ1i3KGvMZka4S8AAAAKBQBLwAAqEiV2qohF2OitGKCYze1d8xVU56K2CAi4AUAAEAxCHgBAEDFCmqrBqcsqF2d/NoIeYutFC7EZWfeU/B98rU8CCL2QwAAABSDgBcAAFQ0p6p4jWpYM79XxxqM8af+HkEZe5BRxQsAAIBCEfACAICK5lSrhtRq2FQ9w+stTYyWOoGaMbGaF1K3bVePXmRHwAsAAIBCEfACAICK58dWDYOx7mTFrJcBb6UyWkD0Rvtd3S6TrQEAAKBQBLwAAAByrlWD1xbUrs7aLqJQVoJmK9XJQdDeMfaY3bDqSU9CXgJeAAAAWEXACwAAIOdaNZg11yxJBqVWWx5sHFo74TYv+uFWUsDrpXI80QAAAADnEPACAAB8zI+tGqTSwtzUVg9mdZEW26p73dTVuVVdnVt17SNLvR6KY6jiBQAAgFUEvAAAACmC0qohVzibGurmqqjNNhEcvEfACwAAAKsIeAEAAFK41aqhVHWRlqwtEzK1dHDL4qm3erbtcuL3/Q8AAAD+QcALAABgEg6HFYvFvB6G71jtr2ulVy/yi8fjCofDXg8DAAAAPkfACwAAkEEQqngN5j67Tk3A5lTAa+6le9mZ9xR0/yC4ftUTkqT2jrlq7whe32MAAAD4FwEvAABABn6dcM3QM7w+GeQ6FejCfn3RAfVFB9TYVp932UQiQS9eAAAA5EXACwAAkIXTVbyZKl3N1bi5EOwGT2+0X72r+idULWdDwAsAAIB8CHgBAACycHrCtUwBb2plLuDXCnIAAAD4BwEvAABADkHqxVtp+qIDeZex0grB75hsDQAAALkQ8AIAAOTgdBUvimdMXJaL1VYIbuvqHKvSZsI1AAAAlIqAFwAAIA+/T7hmVV2kRXWRlrTv/chKKHvZmfe4MBLndHVuVVNbg6VlmWwNAAAAuRDwAgAAWFAOVbzNNUt8G+pmY1S6emXluoXJr29Y9aR6o/2ejIOAFwAAANkQ8AIAAFjgVquG5polGSdfe2DPhY5u16+6Ord6PQRfoIoXAAAA2RDwAgAAWOR2Fe9gzNvqVbNMwbNZz/B6S2H04qm32jGkikLACwAAgEwIeAEAACxye8K1jUNrC75PrhC21PYMVgNeOCPoLUIAAADgDAJeAACAAvixF++C2tXJr4PWYzdI2jta1K4WdXV204sXAAAAvkHACwAAUAC3q3itcCvUrdQ+wIbGtvrk/wS8AAAA8AsCXgAAgAL5LeAtlNXevlQD+w+TrQEAAMCMgBcAAKBAfqvizdX3ti7SkhbUDsa6LfX2rYu0pLV+CKrLzrxH7R1z1d5RPmE1AS8AAABSEfACAAAUIRwOKxaLeT0MSfkDXvhPe8dcNX3c8qFQfjmxAAAAAH8g4AUAACiSn6p4s7HajgHuKrWimCpeAAAAGAh4AQAAiuSnKt6guezMeybcVm6tFDJpamtITtZWCgJeAAAAGAh4AQAAShCEKl74R2+0X73RfnV1blVTW4NWrltY1HqYbA0AAAAGAl4AAIASOFnFm6t/btBbL5y+/t4Jt43oXj2wx3zrOa6MpxDtHS1q72jJWIXsJgJeAAAASAS8AAAAJXOqindB7eqsP9s4tDbwIa9fBaUqmypeAAAASFLY6wEAAAAEXTjMIZVTrn1kqa59ZKma2hpc22YQwl1DkMYKAAAAZ1DBCwAAYIOgVH2WYvHUW/Muk6mquKuzW33RAc1a3q3prQNODM12bjyfvdH+jG0ern1kqeV1lPs+BwAAgPwIeAEAAGzgZC/eIMnUN7guIj27Zaumb6kPTMAbJLRpAAAAqGwEvAAAADYphypeK1W68BcCXgAAgMpGwAsAAGCTcqjifWDPhZLGKnFzTfJW7ozQNFdgn62VQl90QNevesKpoU3AZGsAAACVjYAXAADARuVQxesnRuA8GFsoqc7bwfgYAS8AAEDlIuAFAACwkVsBb2p17cahtRknN/OL9o4WtXe0qGd4vXqGixvnynULtWtLveXK2PaOuWrvmNgPuBBBCuup4gUAAKhcBLwAAAA2CoVCgQoGy1VfdEB90cwTujW21Vtah5U2DdnWn9q+oauzW12dWwtaRzEIeAEAACoTAS8AAIDN3A546yItqovkrlZNrfD1c7WvXXqj/epd1Z/xZ5esW2Qp5E0kEopEIiX1Vc4WMjuBkwoAAACViYAXAADAZm5X8TbXLLG87GCsWxuH1jo4mvJSbBWvwc3J1iQpHo8rHA67uk0AAAB4i6M/AAAAB3CpfPnguQQAAICfUcELAADgAHrxTtRcs2RCK4me4fW+bhmRSCQUDoddeS7tmBiOydYAAAAqDwEvAACAQwh4J8rXKzifprYG9UYz99Z1gvH8Bem5JOAFAACoLLRoAAAAcIhRxQt7NLbVl1zhWqwgPZdGFS8AAAAqAwEvAAAAkEMQw9IgjhkAAADFoUUDAACAg8LhsGKxmNfD8K0Ftau9HkJeRsuDID2X9OIFAACoHFTwAgAAOIyQrXwE6bmkihcAAKAyUMELAADgsCBN0FVumtoaSl5H6nPn5HPZFx1QX3Qg73KNbfWW1sc+BwAAUBkIeAEAABxmTNAVtMDtgT0XWlpu8dRbHR5Juqa2BvVG+y0tu3LdQlu2abQ7cPK57I32q3dV/t/rknWLLIe88Xhc4TAX7QEAAJQzAl4AAAAX+CXgrYu0WA5krQa8bmpsq9fKdQt12Zn3WFq+q7M77fv2jpaitpvaz9Yvz6UVQRknAAAAikfACwAA4IKgVvEGXVfn1rTviw14U3n9XBqhtbmKt6mtPmNlL5OtAQAAlDcCXgAAAJcQ8OY2GOvOv5DGqpCLdcOqJ9Xe0WK5xYHBT8+b0Z7C3Kaiad2ijMsT8AIAAJQ3Al4AAACXOBWyuRGMlqKrs3tCJa3ZjNZBzVvzZN511UVatKB2ddFj6Y32q13FPQ6p/WzD4bBisVjR43BTIpEg5AUAAChjBLwAAAAucqKKd+PQWkvLOTUZ2sahtWquWeJqgNzU1pD2vdVJ10phft6CVJFNwAsAAFC+mFIXAADAReUYsg3Gui1XEdtl5bqFamyrV2+035Vw1xCPx5NfB+m5NKp4AQAAUH6o4AUAAHCR1xN0GXqG17seyvrF9auekDRWBbxy3cKC7ptIJJKtGvzyXFpFFS8AAEB5IuAFAABwmV9CwUoNeEuV2tPWrueyqa3B8UpkevECAACUJ1o0AAAAuMwIBhFcRqhr13PpVpsJP5xYAAAAgL2o4AUAAAAKZG7VkC04vWTdoqzrMFpFuIkqXgAAgPJDwAsAAOCBcDisWCzm9TBs0zO8Xj3D6yVJi6fe6vFo3JEa8mbT2Fbv4oisIeAFAAAoLwS8AAAAHvFLL14UL7Ui1qvnsqmtQY1t9ZbDZKp4AQAAygsBLwAAgEcIeNPt2pI5oEwNLusiLW4NxzK3At72jrnq6tw64fbeaL96o/1pP7v2kaU510XACwAAUD4IeAEAADxiTNBVajDox9AzVXtHi9o7Jo6xq7M7/YaehRnvv+Cvsv9+M1oHM96+c0ud9QGWKHXCtaAE9kEZJwAAAPIj4AUAAPCQHaHggtrVNo3GHoOxseA2X/CcKfQtxIzWAc1b9uSE23dtqdfOq04rad2FCmJFbL7+wQAAAAgGAl4AAAAPBS0UtGLj0FrVRVocD54b2+r1wdD497u21GvnlvqsrR6c5nUv3kIFZZwAAADIjYAXAADAY16Egs01S9IqbAdj3eoZXu/qGIrVM7w+41i339biamuGckAVLwAAQPAR8AIAAHjMq6pPv/fuDSInq3gzTbBWKqp4AQAAgo+AFwAAwGN2TbYGf7D6PF77yFJJY5PNORHeWkUVLwAAQLBxJAcAAABUME4sAAAABBsVvAAAAD4QDocVi8W8HkZZm9E6mPb99NaQBmPdE5arxNYVVPECAAAEFwEvAACAT3jZpqEu0qIFtavTbts4tNaTsThleuuAZi1PD3Q3Dk1crrlmiZprlrg0Kn+gihcAACC4CHgBAAB8wus+vJVYuZrPYKzbUtCdKSC3qr2jRU1t9cnve6MDlnryNrU1aOW6hUVtMxOqeAEAAIKJgBcAAMAnQqGQ10OARxpTAl5J6rJwn95ov25Y9WTGnxUT/FLFCwAAEEwEvAAAAD7idRWvHeoiLZ5VA89oHdT01gFtv22Oq9tNrfRtrlni2u/fG+23dX1U8QIAAAQPAS8AAICPlEPAW2yrAjtMbx3QjNYBbZe7Aa+kjBO2BU0ikVAikaCaHAAAIEAIeAEAAHwkFAp5GvIOxrp9H1RmmwSt+uRu9Qyv1/TWAZ2+/l5J0oYl57g9vMAj4AUAAAgWAl4AAACf8Trg7Rle78m2S9Xe0aJZwy3qGfZ3QJ1PY1u9Llm3KPl9V2e37a0YcqGKFwAAIFgIeAEAAHyGYM0Z22+bo11b0iczm946kPb9jNYBDbaNVzF7Vc1snnTNbQS8AAAAwUHACwAA4EPl0IvXa+YwV5J2bqlL+37W8u4JIe9gbCA5YVqloooXAAAgOAh4AQAAfChIAa+Xk6rlsvmq07weQlH6ogO6ftUTXg+DgBcAACAgCHgBAAB8KEjBmrmNQV2kxaORwE5U8QIAAAQDAS8AAIBPBaWK1zwpW3PNEo9G4pwFtavVM7zes568XiHgBQAA8D8CXgAAAJ9yOuDtGV4/IZxFcLV3zFWTzZOzUcULAADgfwS8AAAAPhUKhQJTxZvqgT0XTrituWaJK5W9dZGW5HY2KFiPW6ma2urVaHPAK0nxeFyRSMT29QIAAMAeBLwAAABwnNHewOkJ2eoiLSk9gO9xdFtea2prUHvHeL/jxrZ6dXV2q6tza977tnfMTbtvPvF4XOFwuKhxAgAAwFkEvAAAAD4WDocVi8W8HoYt/Ni/dueWzBWv01sHXB5J4Xqj/epd1V/Ufbs6t6YFwfkC36BVkQMAAFQSAl4AAACfC2KbhqDYftscbdecCbefvv5eD0bjb1TxAgAA+BMBLwAAgM8R8AbLYKx7QrWyG/2HncaEawAAAP5EwAsAAOBz5RSoZZqATZIWT73V5ZHkVhdpSQtpNw6ttXzfnuH1E27ze8BrbtkgZW7bQMALAADgPwS8AAAAAVBqFW/P8PqMwSMy64sOaHqrN9tubKvXtY8szfizy870duI4qngBAAD8h4AXAAAgAGjT4K7NV5024Tb68o4h4AUAAPAXZkkAAAAIAAI1+EUikVA8Hvd6GAAAAPgYFbwAAAAB4UYVb3PNkrR+sbR2QCa0agAAAPAPAl4AAICA8KJNgznwHYx1FzThGMoXAS8AAIA/0KIBAAAgIAjTUIimtga1d8x1bP1GFS8AAAC8RQUvAABAgARlsrW6SIsW1K7WA3sutLR8pjYQdZEW1UVa7B6a56w+Joun3lr0Nto75qqrc6t6o/1Fr8OKeDyuSCTi6DYAAACQGwEvAABAgAQl4C1UpoB3Qe3qktZphJxwVjweVzjMhYEAAABeIeAFAAAIENo0WNfe0eJ4wFuuVcaFYMI1AAAAbxHwAgAABEyQqngXT71VPcPrM1boBk0pLRPc1hcdcHV7BLwAAADeIeAFAAAImGIC3uaaJWquWeLQiOA3TvfeNUskErRqAAAA8AgBLwAAQMB4XSmZKygejHVLGmtdYHwddE1tDVq5bqHXw/BEV6e157C9oyUwVeUAAADlhoAXAAAggLxq05Cv56zRjqFcwt1K1hcdsFQJ3NTWkPyaKl4AAAD3EfACAAAEUJD68HqpvWOu5aAyCFLDVMn9Vgz5MOEaAACA+wh4AQAAAogAzZr2jonVxjesetJ3wahVqa0i+qID6l3lv9+DgBcAAMBdXD8FAAAQUIRo8CNjwjUAAAC4gwpeAACAgCq3Ng3m/r65ev0G2eKpt3q27faOuZKkrs6tjm6HVg0AAADuIeAFAAAIqCCHZ5nC27pIi5prlngwmsJZnUSu2JB6MNaddxt9wwOS6gped1NbvfpMvXydEI/HFYlEHN8OAABApSPgBQAACLCgVvEGKcw1G4x1a+PQ2rzL1UVatKB2ddHb6Blen3OZXbF6SacVvO7Gtvq0Xr7Z2NHjNx6PKxymKxwAAICTCHgBAAACLKgBbxC0d8xVU1t9SevIF9IanA67m1IqdvuiAzmXbSzxd05FqwYAAADnEfACAAAEGMGZc5ra6ksKO620WZBK6zU8/6uhjPfviw6oNzpefWt83RvtV1eedbZ3zFV7h339j2nVAAAA4CwCXgAAgIDzUxWveaI0OGd664CaT5aaayY+3l2d3WkBr9do1QAAAOAcAl4AAICA81vAm63vbGrv2lw9ZkvpXWuFnS0IYE0ikSDkBQAAcAgBLwAAQMAV2qbBygReUrAnQsvFzvYD5agvOqCuzu68vXoLRT9eAAAAZxDwAgAAlIFCq3it9IYthVGpW4xHrqjXHVvuybvcJesWUY3rgN5ov2PtHQh4AQAA7EfACwAAUAb81KZBKi1Ant6avXJ055a6otcL79GqAQAAwH4EvAAAAGWgnKoiZy3PHg4/f9VCQt6Ao1UDAACAvQh4AQAAyoTfqniD7IZVT+b8+WBsoSTpzJ8MpNxmX9sLq/2P6yLB7CdsVPES8gIAAJSOgBcAAKBMEPDaJ38P2rEq4gW1KySNhbul9B2esPZIS2DDW6uo4gUAALAHAS8AAECZqLSwrDc6oN5o9n697R3lHZDm0tRWr762BscmS7MD/XgBAADsQcALAABQRsq9infemie1Yck5kqSuzq05l63kgLexrV4r1y1UV2d33sfJS4S8AAAApeNICgAAoIxUWhUvgs+YdA0AAADFoYIXAACgjBDweqMu0qLFU29Nu83uvrx+ce0jS21fJ/14AQAAikfACwAAUGbytWmoi7RoQe1qF0eEUmwcWqvBWHfe5RbUri56YrYmj/v10qoBAACgeAS8AAAAZcZKH95ig0CrjAC5HCtYy1FjW73nE7IR8gIAABSHgBcAAKDM+OFSd6cDZJQnQl4AAIDCEfACAACUIStVvPn0DK+31BqguWZJxQa6l515T9r3TvSnLUVTW7362ho8235fdCD59fWrnrB0n2sfWUpPXgAAgAIQ8AIAACCjwVi3pYA3l8VTb1XP8Hr1DK+3aVTuuGTdorTvrYaTftPYVq+V6xZaWjY1jLVLsY+bUcVLyAsAAJAfAS8AAEAZsqOCt5I1ttXbsp7mmiV5l/FL9bPVINgtVPECAABYQ8ALAABQhkKhkG9C3rpISzLELLUiOEhSf+9y40S1rxn9eAEAAKwh4AUAAICj6iItWlC7WoOxbm0cWuv1cAIhtT2GU6G41RYcRlB9w6on1Rvtd2Qs2RDyAgAA5EfACwAAUKb8UsFrt1nLt024zUorhCAZjHU73rfY6ja8nkSPkBcAACA3Al4AAIAyVa79S2ctn1h12j61PFohGIFrJbWysIKQFwAAIDsCXgAAgDJWrlW85ciNqt0gI+QFAADIjIAXAACgjBHwolC7ttRr55b65PcfRaTtkW7X++9mQsgLAAAwEQEvAABAGSvXNg1u6IsOeD0ET2y/rUU7t9SNf6+EpK2ubb+rc7w9RXvHxNYbhLwAAADpCHgBAADKXLFVvFYnLvNyAi4n9UYH1NWZP9hs75ibMYh0Qzk+9sZj3tTWkHUZQl4AAIBxBLwAAABlrtiAtxzDQ6uCUr1bF2mxHMSXG0JeAACAMQS8AAAAZY42DYW7ftUTXg8BFhDyAgAASBwJAQAAVAC/hLzNNUsqujIY9jNCXgAAgEpFBS8AAABcURdpUV2kRRuH1no9lMAz2jKUEpZna+/wc5f8lQAAIABJREFUZqReO9Wf9/4nr3lK01vHW1ksqF2tXVvq05ZxqxKaSl4AAFDJCHgBAAAqQLF9eOE/dvXdNQJ3s0f0ZNHrbGyrz7+QQ4yQNxQK+aZiHQAAwA0EvAAAABWAwMs5fdEB9UUHbAk3rQS3fmlxsdNUrdtXM6BdEW8np0skEkokEgqHw+zzAACgYhDwAgAAVIigVfEuqF0diHYOvdF+NUbriw54jeclW0WtX22/bY62a07y+83ql1JaOzS1NXgwqjFGJS8tGwAAQCUg4AUAAKgQfgl4rQaZdZEWLf7/2bv/6LjqOv/jr2Tagf5wSZwJu57iF0rSMOnmMPJD3UphV7aeLNilaUVJrRvrkVVP2V2B7nG7/DgePcC32i2ruwe/K7osxBWiUBoQxUi3KK3UAi3EE5tpTAy4BZHM2ACFQtrJfP9I73R+z52ZO3Pvnft8nMNh5s6dez/zI8nt677v+7Pw7hqMqHJGFa9UepsCo+LUKROFtYbTw+pYPKJYPJK2zkT/OZlPq4pvbNytsaHi/YCv2XqxWsNBDfZFsh7LVcl72fqllowPAADACQh4AQAAPMIpl6xb0T/WacaGJjW2cTaI7OrtUFdv6ZW4Tgl5M8e+5+iA/igl4J0aDqZV7jrJYN+IqfUIeAEAQD0h4AUAAPAQp1TxZtpzdHNWlWguy+ZtclUbg1IYLQWMPrKQqepdAAAAryPgBQAA8BCnBrxOY/SPrVXAmEgk1NDQkFZlXQ+fU2of3lLfS8JdAAAAcwh4AQAAgAwbti6XJA32RUxf9l+J1DDXCHpnZmYcEfIum7cp7f74vKj2a5ep5xrvoyRdv2K7peOqhBGoAwAA1AOmlQUAAPCQzCpRWM+YbK1UmWFuY2Mjn1WVzMzMOKLfMQAAgBWo4AUAAAAsNDY0qcG+SFkTrWUyJl5zQiVvqcaGJvWNjbuT97t6OzTTsVtjQ1FN9Ns/SVsikdDMzAwnPQAAgOsR8AIAAHgMfXidKV/bALeHvIbWcFCt4aACvpAm+p3RX9eY0M6Y4A4AAMCNCHgBAAA8xs3ViqPTAwUfb/d3K+CrvHLWDoUCXKeEvLF4RKPTuyUFynp+u79b476oJGsD3sG+SEXPp5oXAAC4GQEvAACAB7m1ijcWLxzkjU4PJAPezKDXDcFvocm/nBDyxuKRE5/BRbaNIZfUSuFypVbzEvQCAAA3IeAFAADwILcGvMWcDCCztfu71e7vrvGIrGVHyJv6nhYL2M1qC7ckb5sJZ9vCLcmexnds3GVqH129HTmXD/aN6PoV201tI5+vP35lRc8HAACwEgEvAACAB1Gd6EyFKngNtQ55R6cHMoLdYEXbaw0HtWHrcknS+FBUYxuLB7xjQ5Om1kuVa5K78aGoBkvaCgAAgPMR8AIAAHiUk6p4l83bVPDx0emBov1364HZz6OxsTHZN7bWmjqjunTgoeT9if6QJvrPKXt7+SptpRMBsAXtFwAAAOoZAS8AAADgIGaqeKXZgN4Iep0S1JeqNRxUazh/RfA3Nu6u4WjMY0K26njo1b8xtd6q075T5ZGY9+jdBzT2XPGTEJetX6q297QUXQ+1MfbcpH5t4nNb8p6W5Oe2+8itpra9fOGNFY3N6p+D6PERU+sF5+Q/2QbA+Qh4AQAAPMpJFbxO1RYOarzEfrGVMhvwSkqGjHZPvuY1qROy/fieEQ32FQ9Q/uqTS3XZ+qU1GF39KxaA1ToANvN74dfPTXou4E0NFp/+74R+fM+Bos+p1c/Jr5+bNDUe6WQwb1UP8lr7+Ru3mVrPSSdOAJSOgBcAAMCjqD4szugXa1SStoVbCoY5qZOH1ZIdk6+5yZ6jmxWLRzR1NCjpIsu2y/sNqzx69wFHBaBmmR03AKC6CHgBAAA8jCpec8xW7hqTh1Wi3M/DrpB3cU9EzZ3RtGXt/m4FfNmTnMF7SrkUXotrMCCgBD++JzXAXqXFPQe1uMedlbwA6hsBLwAAgIcR8DpTKW0aUtk1+VpTRsDb5I+q1Z/eW/f6FdtNbev2HastG5eT5PpcMj/jhoaGgj1dzZxoKFbhWetK0VIuhSfgrR4zfYIlea6NRKmmhoOa6C988uo7vm1q7oxm/V40VNqjFwByIeAFAADwMC+1aYjFIxqdHpAkBXwhR1eYlhvwSuYnXxudHki+H1ZIfU8reW8H+yIaH5oNRmrR87iWMj+PXJ9PIpGo6HUnEomCPWon3g5JOsfUduLxeNnjSN2OleuZYcW4zSrl9RUal1XbyWf02VdM9YqWCrea6eoNpU2MaPUJQqu+d2b2U47DwwEdHg4UXGdCCS3uiWpxR+5KX6ten9XvUy1/bgBYj4AXAADA47xSxRuLR5KT5Cybt8nm0VSXHZOvWdWWYXwoWnfBbj1IDd4LyQwA68Xs9zL79Zt5TyRpsG/E9Lp2K/TzN7aRn00AcCICXgAAAMBhrAplrejLa7ba2WkV0XuOblbAF1K7v7vibV2z9eK00HKw72RlnltCu1IN9o2YrvhM1ToUrMuAd2woWtb7kb4NwlEAQHUQ8AIAAHicVyp43aaSNg2pUts1lPM5WxWS1ppRrW21cQuCPqBcs9+/4t/ttnB9Be1uryCfGj45pvF5+V+HE8cOwB0IeAEAADzODX14U0NGK/vGOplVAa9kT8sGu00NB+XzBTXuj2pqOqipeFCHh50TnlSr8nd8KKo/anfO64S1xoYmzVUC93bUXVho5nU7tYL88HBQE/2zva/3a1fe9bp6O6Q1tRoV4H7G8U1qsUKtJ5p1CgJeAAAAOL6K12gTUK2qTK+womVDtc1+xoUnMTJj/00XSZIe064T27uo4m1ayYpL/nNvd1IactZrNWvlwrsLPv7IkfU1Gon7ldtiA/Yr9nNQKqe1z4F9jCDUuC2dbAmV+X83aGxsTDsRbtz2+XyenDSQgBcAAACOD3i9qFqfh9GyAdXVFm7Rhq3L7R4G4Cn5gu2u3g519Xoz6Kz3SUVRXGYQmioz8JXk+BPBUuHXJHkz5CXgBQAAgOMZlbt2VfBes/ViW/ZrZZuGVKlVPG51/i0/V1NnepuDnd2rbBoNYI1iQeRgX8QVlbkXrmtIex3PfFeuGDdQb3w+X8nPaWxslOTsoNc4hjl+/Li+9KUv6dFHH9W5556rr3zlK2ppaUmu49TxVwMBLwAAALL6lzlNLB6xtfeuXT0dqxXwAtUy2DdStf7CbtDV26G2cFCDfRFzvXLrVCwe0Z6jJ39nT0yHJJ1j34Aq0BZuSbvv5c8V7tHQ0JAMag1PPPGEHn30Ue3bt0+xWEzT09Nqbm7WokWLdOGFF6qrq0udnZ3J9Y0rfpzW0zb1uOj+++/X/fffL0l68skn9ZWvfEX/8i//klzPqce11UDACwAAADhUPf3D5PYdq7Xn6OaiVdjP3mSurYHRY1fKXc1rpdHpAb1ydHb7U9NBWdEj2KzFPQfV3BnNOUFc84nXvGzeJtM9fRf3HNTintnPYOXCu6tSEVqtAMyKS83Nvt5KLulvDc9O9OXkIJDQ0rzU96Yt3DI7EVoRbeGL1TTv5O+k13wRTah+fp/D+VLD3RdffFH/+I//qGeffTZrvVdeeUWvvPKKnn32WX3rW9/SBRdcoC996Utqa2uTdDIodlLImxrwDg8Ppz32y1/+stbDcQwCXgAAAEjyVqVDajVwwBdSu7/bxtEUVq0q3tCpaxQ6NX269kQikfzPLot7IurydyvgCzmmCjIWjygePxHwxoMyO2GbEWYbr6XcILXpRMA70Z9eATlxoiJyv3aVtd1Hjqx3VWWlGyaLGh+KuqKCuTUcTAuw3dL6wW6Z71thJ0/KBHySxPuL2kgNd//3f/9XH/vYx3T48OHksnPPPVdLliyR3+/X73//ez399NN6/fXXJUn79u3TVVddpSeeeEILFiyQ5LyTzanHRUuXLtW2bduSj6VWIHsNAS8AAAAkyVOtAOzq5et0RqsOO/vuNXVG1TovqIDPnrYYVhkbmtStXUY4TbBTqVpU3qbvL/dkXW3hlrSWLeND0bSTEGNDkxrbaP6khNHSod5MDQc1laPq3Cm6ekME3KhbxvFcIpHQddddlwx3Q6GQtmzZoiVLlqSt/+abb+qBBx7QHXfcoVdffVUf/vCHk+GusR0nSR3PVVddpQMHDujHP/6xOjs7tWnTppzreQEBLwAAAJK8VMXrFnb04TX67tldzWtWu79brfOC2lmjIHVxz8Hk7anhoA4P165lg9UW90SSrR4kaaI/ZMvryax8tavvdTHxjt1a3HMyGIzFJQ1Vts3WEz176ylgPDwc0OGbzFW6A7BO6vHCzp07ky0Mmpqa9F//9V9qbm7Oes78+fPV29uryy+/XA888IB6enrSHs+cqC31+CB10tbUYLnU44dytzNnzhzdeuutuvXWW7Mey+xBXK2xOwUBLwAAAJIIeJ3Hrs8jdeI9J/XeyyXgC52o+K1+QNbUGU3r92tXIGql1Ndz3i27tXLh3WmPP3JkvSb6Q1ktIqyUWflabiXu6PSAulR5r95i+zDE4uZaXGT2vC1XZgVxpsyKYrMyK1rzsSuI7uoNabL921nLa/3zl6+y26rKcaBSqQHvT37yk+TtK664Ii3czRVyBoNBfe5znzO1j0InnlMfL3QMYayXb1tmt1MKq8buRAS8AAAAgMPZUcVraGhokM/ns7Vtg1m5QrRywq62cIs2bF2uR46st2JYJe/bYEUrkebOWMXbQOVK691a/naq3be6LRyUUiYZKzdQLkeuiRRn+1O7+wQLUC3j4+PJ22eccUbydurf89SQN/U4wwiAc1XBliLfJG2NjY0lHdcYxyLxeLyi8ZTCjn1WgoAXAAAASV7qw+smdga8BivaNiybV53Kylg8ovh0VCv+r7ImzLt+xfaq7LNaZlsAzAa7/8eC7TV1RpPbQ/0zW4lbrtZwMK2C2CkTIQLIdvz48eTtQ4cOJW9n/j1P/bueeiVX6nHHgw8+qBtuuEGnnHKK7rzzTr3//e+XJI2MjOi+++7T008/rd/97nc65ZRT1Nraqssvv1xXXXWV5s6dmxWUZrZ8+O1vf6sf/vCH2rVrlw4dOqTDhw9rwYIFWrJkiVauXKmPfOQjmjNnTvK5qYHr8ePH0yZW2759uzo6OtK2nzr2b33rW3rf+94nSdq/f7/6+/v17LPP6ve//73mz5+vc845R6tXr9YVV1yRDLdzBdRORMALAACANLRpQD6pbRuc1KNudHpATdOz1X2ZAa9Zt+9YnQyDx4YmT9xelXPdSwceKmsfcL+J/nMcPXlYPrWepK5WFvdEsk5gZLYYAbyqpaVFkcjsz8e2bdu0du1aLV68WFJ6K4LMit5C3n77be3bt0/nn3++/vVf/1V33XVX2uNvvfWW9u/fr/379+v73/++vv3tb+v000+XlB3svv7669qyZYu2bduWVSU7NTWlp59+Wk8//bTuv/9+3XnnnXrnO98pKXdvXTPefvttPfPMM+rs7NStt96qbdu2pT0+PT2tvXv3au/evXr44Yd1xx13aN68eWnHPk5GwAsAAIA0bjiIdZrUyaEKKXfiKKd9HsY/dtzQtgGVa/d36zWfNKHSP+vmzljy0vp2f3dNL+mvFloCoFSZrS0KrgdUIPWKn2XLlmnXrl2SpDfeeENr167VDTfcoMsvvzxZESudDEzN9pw9dOiQrrvuOu3YsUNz5szRe9/7Xp1xxhl666239NRTT+n3v/+9JGl0dFSf/vSntW3bNvn9/rRtPP/88/rc5z6n559/Prmso6NDS5culd/v129+8xvt3btXkjQ8PKxrr71W99xzT9EeusWMjY3p6quv1v79+9XQ0KALL7xQZ511lt5++23t3bs3OfYnn3xSt956q2655Zbke+T0Vg0EvAAAAEhjdysAN7pj4y7T65ZbIeeENg2ZrGjbAOdr93drwheRmUnsLlzXoOaMXqlNJ66eXTYvZPqS/nyTWdWLwb6I6RNDTmLXJGvVkDpZ3uIe6UMd2f2qn/muNYF+ZmsLSTl7fI9IGjmSvoyKZJQi9W/xmjVr9M1vflOvvvqqpNmq2C984Qu6/fbbddVVV+myyy7TWWedlVzfaKVQLOjdvn27EomEPvShD+nmm29OVuhKUjwe13/8x3/o3//93yVJv/71r3XXXXdlTd42d+5cvfLKK5Kk5cuX69prr01rtSBJ+/bt0/r163Xs2DE99dRTevzxx3XppZeW+c7M+tGPfiRJuvjii/XFL34xrTfxsWPHdPPNN2tgYPZ3wwMPPKDPfvazeve73y3J+QUQBLwAAADI4rSD2IAvlHXpfSwesWQSKrdwYsArVbdtw4aty5O3c4UhE/0hTQ0HNdF/MjD/rW93Wfsa7DP/XTJ6Ce85urmsfdWzgC+krvc69xL/fD1q7QgunVjJnBmsO6llg9VBZ2rAK0nKUWDb1BmiYhuuYxwvNDU1acuWLdqwYUNaP96XX35ZX//61/X1r39dS5cu1ZVXXqm//uu/1jve8Q5J6ZOr5tv+Jz7xCd10001Zj/l8Pl1zzTV6/vnn9YMf/ECSdO+99+ozn/lMWmuFRYsW6YEHHlA0Gk32xM10wQUXaO3aterr65MkPfzwwxUHvJK0fv16bdqUPSfA3LlzdfPNN+vxxx9PhuKPPvqoPvOZz1S8z1og4AUAAIDjBXwhBXzpIUOhgNds+Nvu787aLspjV3/ezPDlsMoLzUoJ927tMtbN3aPXqagETJca0Mfi1vweaO6M8TvFITgBA6+amZlJ9ru95JJL9J3vfEc33nijfvOb32Ste+DAAX35y1/WV77yFa1bt05/93d/p/nz50vK3+t20aJFuuGGG5L3jb/5qe0T/vZv/zYZ8L7yyit67rnndP7556dt5+yzz9bZZ59d8LVccsklyYB3aGjIzMsv6Mwzz0wLd42xG691wYIF+tCHPqQHHnhAkvSrX/0qua7Tih8yEfACAAAgi9MPYqXiIa4RsjgtxB3sG8m6NDu1UjUfp38eBqdOxFZtbeGWtM/RrkvZU3vezt63tw1Atd+HxT0HsybZMiv198cffTSiSz968rGJ/pAm+s8peZtNnVFtuDr753mwL5KcxA+14aUrPIBMMzMzydDyvPPO0w9+8AM9/vjjevDBB/Wzn/0sq5/s22+/rbvuukuPP/647rnnnrS2C5nmzZuXFv4alb6JRCIZLLe3t+v0009PtmEYHh5OBrylXJG0aNGi5O1otPK/Z3Pnzk27b4w99f1KbdtgxT5rhYAXAAAAWZzYCiAXM/+AH50eSAt4M1s9lKuS4KrcS7Od2qYhF68FvWNDk44I8N53/nJduK7859vVF7Yt3JL28+zWy+KN3zVWBdupATYV2ADMMvroGqGlz+fTihUrtGLFCk1NTWnnzp36yU9+oieeeCKtFcPExIQ2bNig73//+3kreIvt1zhOWbJkSTLgzaweNns8kzo527FjxxSPx5MhcqXyHZecdtppydtvv/22JfuqBQJeAAAA5OSGKl4zMit9rQp47eCmgNfgtaC3VG3hluRtKyoOZ3uo5nt0pGhP1bGhqC2Vx63hoP7PmpP9k81W0Lb7u9W10DkV+k66WgDOkevEydTRYNayJpsr7lFfEomE4vG4Ghsb044dmpqatGbNGq1Zs0Yvvvii7rnnHn3nO99J/n0eHh7WY489pq6uLlP7yCc1KH399deTt3Mdx7z44ov66U9/qgMHDmhsbEwvv/yy3nzzTb355pum91cNbjpmIeAFAAAAXMJN/9DIlNqbL/VyTq9rDQeTgesjR75t82gAZzJbWd4azg5NnSD3iZOLstarpOUIkI/xN9f4O5wasBr9dM877zxdd911yeU/+9nPTAW8hZxyyinJ22+99VbOdXbu3KlvfvOblvTX9ToCXgAAAORULxW89caNVbyZjMs+qeo1Km7zT9pmVNyOvzeqwZH8wU+5bT/KVawS2CkKt0o4+X4TrDnDbBV79vfKbGW5W76XgB1S/95mhr2XXXaZ7rvvPj311FOSpJdffrni/aVW377jHe9Ie+zYsWO68cYb9fDDD6ctnz9/vtra2vSud71LCxcu1PHjx/XQQw9VPBYvIOAFAABATm4OEQtd3r1TJ/ukEgbYy6ntG4wJ0x45sl5Tw0Htvym70q7WWsPBgpPx2TWpG+w1PhTVmInq1nJ7K48PRTXYF0m7X01MjAZULjO8NfrxpjL+5qa2b1i6dGky4J0zp7y4MPXY8cUXX0zebmlpSVtvy5YtyXB3zpw5uvLKK7V69Wp1dnam9dh98cUXCXhNIuAFAABAXlTxOk89VPBmyvyHaK6wN1fv5Nd80oT4fsJ6zZ1RTXXOXu4f8IVqXiFtVrV7Jo8NTVb1tTd3xtL6zjZX2IN2sG8kGULH4idPiCzuiZTV33ZxT0R/f/WmisYE1FJDQ0PW5GgNDQ3y+XyamZkpeEyX2kbhT/7kT0zvL9ftN998U6Ojo8n74XA4eTsajeree+9N3r/zzjv1gQ98wNT+kB8BLwAAAPKq94B3pmO3RqeLV4w5aWK2ev48pPxVvbk+gwlfRJL5y7bHh6K6Y+Muq4eMKljcE8nbMmHlwrurvv+mzqjOu2X3if1dXbMK6cU9BysOOXPp6u1QW0p/2sG+iKXBbebVEGbfr6bOqOWtMU6+rsDJhf2hggFvWziY9/HMquJqTqTntEkD4T6p4W4sFtP8+fM1b968tMcye/Ia9u7dm7z9/ve/3/Q+c/X2HRwc1PT0tCRp7ty5eu9735t87Fe/+pWOHz8uSers7CTctQgBLwAAADwr3rFbo9PF13NSwCvVZxVvJjNVvV29obTQyoyu3o6i65S6TTfJvOQ+1+N2qUVwW65yvmvlKqfS1IzUCcgKtftIVS+tPw4PB3R4OJD38XZ/h2Idm3M+tudo+vJaf08z95/PsnlUGntdZnuEK664Qk1NTbr99tvTKmgzK3wladu2bZqYmJAkNTc364Mf/GDe/bz88st64YUXdOaZZ+bc3muvvaZ/+7d/S97/q7/6K5122mnJ+6ntIqampvLuJ5FIqK+vL+/jSEfACwAAgLzqPUR0Ky8EvKkKhb2tJYRureFgSetLs2HbpQP5+/8V6vdcTeUGsVZdcp85GZbbg8B2f7cunFd4nVK/O+UI+EJq9598X1M/53G/feE77ENfYpiVGrTedttteuONN/TGG29o3bp1+sQnPqGrr75awWD677Hp6Wnde++92rp1a3LZ5z//ec2fPz/vfo4cOaJPfepT2rJliy644IK0x1544QVt3LhRv/vd7yRJp556qj7/+c+nrbNkyZLk7UOHDunhhx/WFVdckbbOwYMHddttt6VVFaMwAl4AAAAU5NQ2De3+7rRLZc1UOWX2e7RT5iXTMMdMZa8TlXsJez7V7r1aTD2GTtW89L6QtvDJyYfef35Irf6TvxcmRk5+Tx4T7UUA5JZ50nf16tX6xS9+oTfeeEPHjx/X3Xffrf/+7/9WOBzWWWedJb/fr1deeUX79u1Lq6Jdu3atenp6Cu7L5/PppZde0rp169TR0aGOjg7NmTNHzz//vJ555pm0Ct0vf/nLOuOMM9Kef8YZZ+jCCy/UM888I0n6whe+oO9973tqa2tL9u49ePCgJOnqq6/Wk08+qQMHDlT0/ngBAS8AAAAKcmrAK6UHMu3+bsXikYLBk5X9Hrt6Q8nA7voV20t+flsZ1aQGp34eteaEsDdXr9hcl3AP9kXK+p7ka6lQ61YKzZ2xmu7P7VJ/P0iFA/3UiurWofJ/LwDwLuPvn/E3ccWKFRoYGNDXvvY1/ehHP1IikdDx48e1b98+7du3L+v5CxYs0Oc//3n19vambTPX1UKLFy/WRz/6UX31q1/VyMiIRkayf7e94x3v0Be/+EWtXLky5/ZuueUWffzjH9cf/vAHScoa14IFC/TP//zPuvLKK/VP//RPBLwmEPACAACgILe0Amj3d5vuVViq0ekBBXwh2yr8cvFam4ZiMsNe4/9uD8MrbamwuOdgWgBdbkuJakyGBecYH4pqLMdJAzt7MgMozczMjBoaGpKtGt797ndr69at+od/+Aft2LFDTz75pF544QX94Q9/0LFjx9Tc3KwlS5Zo+fLlWrNmTVqf3MzAONMnP/lJ/dmf/Znuuece7d27V5OTkzr11FN1xhln6C//8i/1sY99TC0tJ69OmJmZUSKRkM/nkySdddZZeuihh3TnnXfq8ccf18svv6yFCxfqjDPO0KWXXqorr7xSp59+uiTpz//8zzU4OKi33nqrWm9dXSDgBQAAQFFOruKthdHpAcdNYEPAm5/xvtRj4IvC3N4L2C52t/wopi0c1HhKKwuDFf2kgXqSSCQ0MzOT1o/3zDPP1Kc//Wl9+tOfNrUNI4wtdoxxzjnn6LbbbjO9PUmKx+PJkLelpUU33nijbrzxxoLPv/zyy3X55ZfnfGzOnDmKRAqffFyzZo3WrFlTdJyGtWvXau3atabXdwoCXgAAAMCFCCrNI/BFpsyeyLBPu7+76Dqt4aA2bF2etZxAH8iWSCQUj8fTqnnNPi+1f64V4vF41rLMABrWIOAFAABAUW6r4M3VF9VpcvVVNXT1hkz14aSKtzyZga+UHvqm/h9AdZkJeAGUzgh6pfQ2RpnHDVb2sDdzAjU1gM739zi1RQRhsDkEvAAAACjK7SHi1HDusLSp077+koUuLe6SucpCAl7r5PuHLwDn6uoNqa3AybDBvghtHABV74qVSqp+zYwpNaSuplrtp5oIeAEAAGCK26p4Ux0eDuacWGpxz0E1d0ZtDXoBL2nL0UcVqEShqx1aw0HTAa+TJtEEgFIR8AIAAMCzJvrPUfMt7g133Rq4u0Vm4BOLm2v7YUwgI538jJxSGdzcGZV6Zm+3+7s1PhStaYVjazhI71sPaAsHNdpzsOh6zQ46uea0iTQNTh0XAGch4AVqinGtAAAgAElEQVQAAIApbqjgDfhCOauwXvNJE3L22MtFm4bqWb4wfWbv3UduLXkb1fpsClXCFgqim1Iq1i8/7U819tykHr37QNH9NfkaFPClL0sNsi//1J/q8k/9adHtVJvZ97uhoSFt/NVW7rjazztd40PmQtC29+T/Tix5T0vB11vp9zRr3Of/sUZaSz8hYjWnfB8qGcfpPvt/roA1a9ZozZo1Wctr/bsU+RHwAgAAwBQ3hIj5JuuZ8EUkVW+m9dt3rE7e/sbG3TWtiCTgrZ3MwNdObe9p0WXrl+Z87KFXv13Sdv7+a39u1bCQx2Xrl2pJgQA2Hz4fAIAZBLwAAAAwzQ1VvF7D51Ff2sItBSsxDYXCwosW3GDlkGARM58r6lO5AT8AmEXACwAAALgcVbz1o1BlrlnBOR0WjQZeMRs+Fv/eLXmPuRMQkrTqtO9UOKr6QsAPoJoIeAEAAGAaFbzORMDrfKUEaCjfZeuXVhyQe1FbCcGtm/BzB8ArCHgBAABgGiEiUJ56DdAAJ+PnDoBXEPACAACgJPVUxXv+LT+XJE0NB5PLWsPBrPWWzdtUk/F09XaoLRzMOYZC6uXzAAAAQOkIeAEAAFASNwa8beGgnuqMZS1v6oxmLYvFs5fVUqnhroE2DQAAAN7UkHDb0TkAAABslUgkNDMzY/cwSvbIkfVlP3flwrtLWn98KD0kHhuKarBvpOjz2sItWQFvV2/I1D4bGhrU2NhofpAAAACoC1TwAgAAoCRUiRY32BfR2NBkyc8bG5rMep7ZgJe6DQAAAG/iFD8AAABKRsjrTIS8AAAA3kPACwAAgJIR8DoTAS8AAID3EPACAAAAAAAAgEsR8AIAAKBkVPA6ExW8AAAA3kPACwAAgLIQ8joTIS8AAIC3zLF7AAAAAHCnhoYGz4SJe45uzloW8IWylrX7u2sxnIISiQThOwAAgIcQ8AIAAKAsbgsRl83blLUsV3CbSyweKbosV+BrB6+E7gAAAJhFwAsAAABPCPhCGp0e0Oj0gN1DqTqqeAEAALyDgBcAAABl81KbhlK0hoPJ22NDkyU9ty3cUvH+CXgBAAC8g4AXAAAAZSPgza2r92S7hsG+iAb7Rkw/t9RAGAAAAN5GwAsAAICyubVKdKI/f7/cxT3Z/XbdJpFIUMULAADgEQS8AAAAqIjbqninhoOa6D8na/ninoN1Ee4aCHgBAAC8odHuAQAAAAAAAAAAykPACwAAgIpQJepMbqqqBgAAQPkIeAEAAFARAl7nIuQFAACofwS8AAAAqJjXQ96AL6R2f7fdw8hCwAsAAFD/CHgBAACACrX7uxXwheweRhYCXgAAgPpHwAsAAICKuaWCt93frWXzNtk9jJoi5AUAAKhvc+weAAAAANzPLQGvFQK+UFa1rhXVu23hloq3kUsikfDU5wMAAOA1BLwAAACwRENDgyeqRavVb7c1HFRXr/VtHrzwmQAAAHhZQ4IjPgAAAFhgZmbGFWHi+FBUY0PRrOUzHbsV79hd9Pnt/m5HTqhWSGNjI1W8AAAAdYqAFwAAAJZIJBKamZmxexiulC90ztQWDqo1HCx5+w0NDWpsZPoNAACAekSLBgAAAFiCCtHyjQ1FNdg3UnS9wZTbXb0dVWnpAAAAAHfhND4AAAAsQ8jrTFy0BwAAUL8IeAEAAAAPIOQFAACoTwS8AAAAsAwVvM5FwAsAAFCfCHgBAABgGQJe5yLgBQAAqE8EvAAAALAUIa9zEfICAADUnzl2DwAAAACIxSOKxSNF1wv4Qgr4QjUYUXGPHFlvar2VC++u8kjMSyQSBPAAAAB1hoAXAAAAlmpoaCi5UjQWj2h0eqDoeu3+bscEvFYYH4pqsK94sG0VKngBAADqDwEvAAAALEWFaGnGhiZruj+qeAEAAOoLPXgBAABgOQJE56KKFwAAoL5QwQsAAAAUYaZ9RD65eguX2maiLdyiDVuXlz2GVAS8AAAA9YWAFwAAAJYrpw9vrV2/Yrup9W4c7Kgo4N1zdHPWMrsnXqNNAwAAQP2gRQMAAAAsR3jobE4P3wEAAGAeAS8AAACqgpDXuQh4AQAA6gctGgAAAACXGR+KmlqvNRzM+xhtGgAAAOoDAS8AAACqwg19eN1ksG92srbxoajGhiaLrl9sYjYCXgAAgPpAwAsAAICqKCU8DPhCavd3m1rPi8aGJk2FugAAAPAeAl4AAABUjdkq3oAv5MnwtjUc1DVbL5YkjQ1FNdg3UrN9JxIJqngBAADqAAEvAAAAYKPUPrmDNd43AS8AAID7Ndo9AAAAANQvwkMAAACguqjgBQAAQNXUS8Cb2h84Fo8oFo8UfY4bWk7QpgEAAMD9CHgBAABQVWb78Nba7TtWm143NawdnR4wHfCamTjObgS8AAAA7kaLBgAAAKAOjQ1N6hsbd9s9DAAAAFQZAS8AAACqiupQ+4wNTRZdx2jTAAAAAHeiRQMAAACqqpyA10wLBMkdfW7dgDYNAAAA7kXACwAAgKortQ9vLB7R6PRA0fXa/d2O7XOb6zUEfKGCoXRXb0fy9mDfSNXGBgAAgPpBwAsAAACUINfkabF4JKvqONeydn933oC3NRxUazgoSRofimrQwjEXY7RpoIoXAADAfQh4AQAAUHWlVvA6Wa4q3NHpAdNtJWrt+hXbJUm371hdcD0CXgAAAHdikjUAAABUHcEhAAAAUB1U8AIAAKAm6qmKt1yFegsX689bbbRpAAAAcCcCXgAAAKBGcvXlNRTqz1srBLwAAADuQ4sGAAAA1ATBIQAAAGA9KngBAABQE04NeL+xcbep9TZsXV7lkZSuLdyisaFJy7ZHmwYAAAD3IeAFAABAzTixD6+VAWk9IOAFAABwFwJeAAAAOI7dE47lcv2K7bp9x+qa7a8t3FJ0ndZw0PKA2mkBPAAAAAoj4AUAAEDNmK3gDfhCWjZvUw1G5ByxeESj0wOzdzqkq75qLuQe7BuxfCxU8QIAALgHAS8AAABqhtAwv1g8olg8krbMrqCbgBcAAMA9CHgBAABQU07sw1uu0emBrFDWSma2XY22EfXy+QAAAHgBAS8AAABcI62NQQEBX0jt/u6ajKeaAa+dqOIFAABwBwJeAAAA1FSlFbz1Gqg6DQEvAACAOzTaPQAAAAB4C6GhO9CmAQAAwB0IeAEAAFBzhLzuQMgLAADgfAS8AAAA8LRrtl5s9xAci4AXAADA+ejBCwAAgJqrtA+vlVrDwarvI+ALpd13Sx9hp3xGAAAAyI+AFwAAADXntBYNt+9YXdXtuyXQzYXJ1gAAAJyNFg0AAAAA8qKKFwAAwNkIeAEAAGALqkLdIZFIEPICAAA4GC0aAAAAYAsn9eEtV7u/O2tZLB7R6PRAzcYw2Geu/UNXb6j4SnnQpgEAAMC5CHgBAABgi3ICw4AvpGXzNlVhNOXJnDzNDoN9I6bWqyTgBQAAgHMR8AIAAMBVnBCqulGxSt9CAbDRpoEqXgAAAOch4AUAAIBt6qFNg1sUqvRtC7cUfT4BLwAAgDMxyRoAAABsQ2DoHgTxAAAAzkQFLwAAAOBgjxxZn3O5Hf2IqeIFAABwHgJeAAAA2KYew0Kzweueo5trMBprEfACAAA4DwEvAAAAbFWPfXjrdSK4evucAAAA6gE9eAEAAGArKkLdZWZmxu4hAAAAIAUBLwAAAAAAAAC4FC0aAAAAYCuvVPCOTg/YPQRLJBIJevECAAA4CAEvAAAAbFePfXgz1UvAKzHZGgAAgJMQ8AIAAMB2Xgh47dbV25H3sbZwsKRt8VkBAAA4BwEvAAAA4AFdvSFJ0mBfROND0bTHMu8b67cWCH6p4gUAAHAGAl4AAADYjqCw+q5fsb2k9bsUKvg4AS8AAIAzEPACAADAEWjTYM6yeZsU8BUOX2uBydYAAACcgYAXAAAAcJE9Rzen3V/ckx72TvSfU7OxEPACAADYj4AXAAAAjkAFb3kW90TS7tc64AUAAIC9Gu0eAAAAACDRh9etCHkBAADsRcALAAAAxyDkdR8CXgAAAHvRogEAAACogXZ/tyQpFo8oFo8UWds9mGwNAADAXlTwAgAAwDHqOSRs93er3d+tgC9UfGWXoYoXAADAPgS8AAAAcIx6DnjrGQEvAACAfWjRAAAAAEdpaGhwVGA4PhQ1tV5rOGjpfo2K31SPHFlv6T6sNDMzo8ZG6kcAAABqjYAXAAAAKOCOjbtMrXf7jtVVHok5lw48pIn+kCb6z7F7KAAAAKgBAl4AAAA4itMqeO0Si0c0Oj1Q8/2WG1Qz2RoAAIA9CHgBAADgKASEs2LxiGLxSM33O9iXvs+uXvOTwhHwAgAA1B4BLwAAAByHKl77DPaNJG+3hVtKei5VvAAAALXHLAgAAAAALEMwDwAAUFsEvAAAAHAcKkDdi4AXAACgtgh4AQAA4DgEvO5GyAsAAFA79OAFAACAI9VrH952f7fa/d3J+6PTAxqdHrBxRNajDy8AAEDtUMELAAAAwFLGZGsAAACoPip4AQAA4EhOqeBtC7fYPYS8Ar5Q7uXrpAvXHUyuk1oxLEnjQ1HdsXFXVcdGFS8AAEBtNCSccNQMAAAA5BCPx+0eQtWV26Ih4Atp2bxNZe3TyoD39h2r8z7W2NhIyAsAAFBlVPACAAAALhLwhZL/OR1VvAAAANVHwAsAAADHckqbBidp93dbEu529XYUfHywb6TiffDZAQAAVB8tGgAAAOBYiURCMzMzdg+jJvYc3axYPFJ0vXZ/t6n1cvXeLcX1K7abWq9QiwZpNqRvbGRuZwAAgGqhghcAAABwGTMBbz6DfRGND0UtHA0AAADsRMALAAAAx6J/q/XGh6IaG5qs2f4SiQS9eAEAAKqIgBcAAACO5pU+vG6YNK1cBLwAAADVQ8ALAAAAR/NKwJvZL3d0ekCj0wNZ61XSnsEuVPECAABUD7MdAAAAAKg6L4T0AAAAdiDgBQAAgKNR9VkfjCpeAAAAWIsWDQAAAHA8r7RpcJJrtl6s1nDQ0m3SpgEAAMB6BLwAAABwPKcGvIN95vrhdvXaP4FaLB458V9UUsCWMdCLFwAAwHoEvAAAAKhr+SYry9Tu786a6CzTYF9E40PR5P2xocmi220LtxQfZA3E4pET78NyU+sXC6+7ekNlVfgS8AIAAFiLgBcAAACO55RAcHwoairUrQfFXmfr0Gy4W2rI68RKbAAAADcj4AUAAIArOLVNg9ss7olocYHHJ/pDOjxcvIXDYN+IBiXdvmN1yWOYmZlRYyPzPQMAAFiBgBcAAACuQMBrjabOaNayqeGgJvpn+wSbCXcrxecIAABgHQJeAAAAoA7F4hE9cmS96fVrEeymoooXAADAGgS8AAAAcAWn9OGtlVyTvpUS2DodVbwAAADWIOAFAACAa3i9TcPKhXcrFo9oz9HNdg8labAvkrWsLRw0NfkaVbwAAACVI+AFAACAa3g94HViBe9g30jWsratF5t6rpc/SwAAAKsQ8AIAAACw1NhQ9kRuhszKXqp4AQAAKkPACwAAANdwSx/etnBLMshsM9GqoN4M9o1oMM9jt+9YnXafKl4AAIDKEPACAADAVexs09DVG1KXQkXXM9N/FidRxQsAAFA+Al4AAADAJILb6qCKFwAAoHycJgcAAICruKVNA0ozMzNj9xAAAABciYAXAAAArkLAW58SiQSVvAAAAGUg4AUAAIDrEPKaF/CF1O7vVsBXvHew3Qh4AQAASkcPXgAAAEBSLB5RLB4puI4bQtJMqa/LGH+x12kXo4qXAB8AAMA8Al4AAAC4TkNDg+XVnrF4RHuObi64zsqFd1u6z1pzesAriYAXAACgRAS8AAAAcB2vBoCpAbOZQDqXdn+32v3dZT+/2qjiBQAAKA0BLwAAAFzJbBWvEWgW8siR9VYNy9Fi8YhGpweSt52KgBcAAMA8Al4AAADAI8z0Ga6261dsz7n8mq0XqzUclEQVLwAAQCkIeAEAAOBK1ejD6zZGZbITglurEfACAACYQ8ALAAAAV/J6+BfwhZKTpo1OD9Qs4F3cczBt/4N9I1XZTyKR0MzMjBobG6uyfQAAgHpBwAsAAADXooq3tpo7Y1rcMxskL5vXXdWAVxKfLQAAgAkEvAAAAIAFvrFxt8aGJouul9pr1s32HN184taqqu6HKl4AAIDCOFICAACAa3m9TYMXGBOuAQAAIDcqeAEAAOBaVgW8Ri9bLzN66xbS3BmVJO3srm7VbiYmXAMAAMiPgBcAAACuZkUf3mXzNlk0Gndq6oyq6UR460RGFS8hLwAAQDYCXgAAAHjW6PSAqfXa/d1VHgmKmZmZkc/ns3sYAAAAjkPACwAAAFcrt4I3Fo+YCnid2L7BiqplN2LCNQAAgGwEvAAAAHA1Ltt3h9t3rK54G7RqAAAAyEbACwAAANfzYkVr6mtu93er3d+t0ekB020nau36FdsLPn7N1ovVGg4W3Q4BLwAAQDoCXgAAAMCFKgm12/3dWa0n9hzdbMWwqi6RSNCqAQAAIAUBLwAAAFzPaxW8iURCjY2NFb1uJ/YWNotWDQAAACcR8AIAAMD1nBD0bdi6vKb7M0LemZmZZMgb8IXU7u8u+lw3h7sGAl4AAIBZBLwAAACoC16r4jWkvu6AL1QX4a0ZtGoAAACYRcALAAAAuJBRwWr8V8tw+9KBh5K3d3avqtl+M9GqAQAAQOJ0NwAAAOqCl0M+ox+vF3mxahsAACAVFbwAAACoC+UEnG7uV5sZbFZaxbty4d2SpD1HNysWj5h+3vm3/Dztfru/O/me7Tm6WRP9IR0eDpQ9rmJo1QAAALyOgBcAAAB1o5SQsx761aa2J7CjVYMkNXVG0+63zgsq4AtKkkaORHM9xXK0agAAAF7GaW4AAACgTni5ipVWDQAAwKuo4AUAAEDdsKOC1U65qlYbGxs1MzNT9LmxeESj0wM5l1vpvFt2F13HaA9RCVo1AAAAryLgBQAAQN0o5xL9R46sN7WeFSGk1XKF2aW0arA6zJVm++7ahVYNAADAiwh4AQAAUFe8VsWbS2Njo+LxuN3DSDPRH9LUcDDnY7/1nazy7eoNqTWcez0zZmZm5PP5yn4+AACA2xDwAgAAAC6Wr2LViUH34eFA7uWaTN5uHQpWFPBKolUDAADwFI56AAAAUFe8dnl+vhC3sbHRc++FwejHCwAA4AUEvAAAAKgrXg01c/F6yOu0CmYAAIBqIOAFAABA3fFSqFksxPTSe5FpZmaGkBcAANQ9Al4AAADA5QqFmA0NDZ4OeQl4AQBAvSPgBQAAQN3xcqCZS7VbNbT7u9Xu767a9itBP14AAFDv5tg9AAAAAMBqXgt4E4lE0dfc0NBQlWrWgC+UDHdHpwcq3t7o9ICOHYlk7WPZvE1lb9MIeRsbqW8BAAD1h4AXAAAAdalagaZbNTQ0qLGxMVnNWiw0jcUjlgS2TkHICwAA6hUBLwAAADxt5cK77R5CxcwG2UY/XmP9gC9k6Tgy38tHjqy3dPuVSiQSpqqdAQAA3ISAFwAAAHXJaxW8ZoNLo4q3mu/NYN9si4WJ6fQAubkzlnZ/cU96K4ZaMKp4CXkBAEC9IOAFAABAXSLAy89s+G1m4rRcVcCDfSMnbp1T8LnndUaLbr8aCHkBAEA9IeAFAABA3fJSFW8prQcyWzXkEvCFLG/hYLVY3FwFcK7XYbx2Ql4AAOB2BLwAAABAHSg1yK5Fq4ZqMzsRXLu/O6samYAXAADUCwJeAAAA1C0vVfCWw+6Qd2f3quTt82/5uZpq3LIhkUgk2zUAAAC4FQEvAAAA6pbTqjPHh6K6Y+Ououu1hVu0YevykrdfSpsGg9NC8In+7HYKr/lCes2X3o7hwnXW7I+QFwAAuB0BLwAAAOqa0wLMaio34DUqeZ1goj97YrYJJSSNpC07tuYhy/ZphLxGb2IAAAA34TQ1AAAA4HEEm7Mhr/EfAACAm1DBCwAAgLrmtQrectndjzdXa4ZaMwLexsZGzwfeAADAPQh4AQAAUNe8FtSV06bBYGfIe3g4UPN95mP05PXadwcAALgTAS8AAADqnpeqeCtlxXvV1dshSRqdHtDUcNBR4a1ZRk9eJl8DAABOR8ALAAAA1JFKKnglayZd6+qdbbdw7EhEz960vOzt2M2YfI2QFwAAOBlHKgAAAKh7XGpfGiZdO8kIeakABwAATkXACwAAgLrnpbDSqiCSHrQnGSFvJVXNAAAA1UKLBgAAAHiCl/rwVtqmwWDFpGvn3bJbkjTRH9JE/zkVj8lKg30RjQ9Fi67XGg6qLRxM3jcqnNve01LN4QEAAJhCwAsAAABPcELA2xoO6vYdq6u+H6sCXsmakNcqzZ0xNXUWD2RLMTY0aWqdwRzLv/74lZaOBQAAoBwEvAAAAAAKKjfkDfhCydsTFozj45/q1kjrP6YtmxoO5ln7pHFfVO3vtWAAGWZmZuhXDAAAbEfACwAAAE/wUghXjWrbckLeZfM2JW+/5o9oQiOWj2v/TReZWu8xbbd834lEIlktTdALAADsQsALAAAAz3BCm4ZasbJNg6GSdg1t4aDGw9k9a2PxSNr9ps6omjPaMAR8IbX7u9UaDmrkSMm7rjq7g96x5yb179f9rOh6zZ0xrfi/uVtchE5do+CcDquHBgAAaoCAFwAAAJ7hpYC3Wsp9D1vDQW3YujxtWSwe0Z6ju4s+t8kXVeu84q0Y7FYo6I289aAOvl28ivicU1YrdOqaqo0xM1A3/PyN22o6jloYe25Sj959oOh6be9p0WXrl9ZgRPlV+/sRPT6i6HFzFfSFgn5OAgCAMxHwAgAAAHWoGhW80mzAa1TyIjcj6JWUt6I3X+/gMd+k5px6cuK3tvdkVz3DPDOT6HlB9PiIqQBZUsH16iH4r4RTTtQAQCYCXgAAAHgGPVKtYWfIu3Lh3Wn3d1aht65Ze45uzvuY0VbCCHtTq56nhoMFewc/ptl2C23hFv391/7cugHXsVyVumPPOSPcNVdJHFC8I6TFPbkrrN3ITRXUAOB2BLwAAADwFK+0aaj2a6xlyBuLR/TIkfVpy5bN26SAL1T1fReSr92BYXR6wPS6TnPw7e1plYpOrkgce25SP76neJBYrX0X8+vnJk1VEjfH87chMSq+Myu8MzWd6F+d2kph7LlJ/b/rZiStKrz/zpjOu6V4y5RSUEENALVBwAsAAABP8UrAK1WvTYPBaD9gx/sZi0ccHZpaNb54PF50HbMh++HhgJ69aXnR9Zo6o1mVpIlEQvF4XIN9lb2mrl7rQ3krTjKYeZ8zjQ9FdcfGXRXvu5jMim+jwjtTakDb7u9Wu79bkjXvj8H4HphRyn7Lef/tYPZ3XSnvEwBYgYAXAAAAqFPVDnglqbGxUYlEoubtGk5WxxauSrRCc2es6vuolcPDgbKfOz4U1WCfuYm6cmkLu6efcK4ge3woasNISjPRPxugv+aTJnyzr6GUcWf2hjYqgt3C7ImVgC9k+xUAAGAlAl4AAAB4Cn14rVfvE6/lqmhF/ao0yLbL4eFAMsCfUEJSaa/h8HBAh1MqhavRsiGXsaFJXb8iu5d2W7hFG7YWrzhPFYtH0lqj5NPu7ybgBVBXCHgBAADgOV5p01DL12hXyFuouraSalVUx+j0gKkKSwI4AADMI+AFAACA53gl4JVq06bBUIuQN/MS8nyVtYUuLV+58G5J0r3/NaBnvuuN74GTmAl49xzdbCrgne0zm39yMlhnajio7/VHFfAVruptDQer0mu5VFPDwWTLikzP6uTrcMp4AZTO5/MVXccr/bAJeAEAAOA5tGmoHiPkTSQSRUP0gC+UDFsNe45uzhsAZk42lU9zZ6xwS4U/K7qJku3sNtcL+NKBhyzfd2s4qM/9qKHopelm3z+nMBMEx+IR+VTaZfwo3+HhgA5r0u5hmFaoir+Wr4PewHAjwlN3IeAFAACAJ3mlireWFbyG1P0Ve48zQ0kzIUgxmb1EM31iR8W7KNvKhXdrfF5U+7Wrou2YbXVgldHpAU0d3S3JPQFxptTg34ktIGZPeFydtdyK7wvsRW9geEVDQ0Pyv1R2TMbqNQS8AAAAQB2zK8Q2E/KaDT2qpbkzquZOe/bdFm4puk5ruHDrgVoGvPXCaN3R5I+q1U9rBwCwSmNjo21XSB0/flydnSf/oG/fvl0dHR22jMUuBLwAAADwJK9U8NrJqOKZmZlx5Hvd1BnVebfUNiSNxSNq6pSu+upsuEi1Xv1rC7d4ssdrazioa7ZenLV8bCiqwb6RkrY1Oj1g68kgwMuee+459fT0JO/fdddd+sAHPpC1Hu2v7EXACwAAAE/y0j9E7GjTkMqYeM2JIW+t7Tm6Oe1+u79bvpHlGuwrHjTXcjKodn/3iQnMZo1OD+gpFZ5cqxYyJ9kb90XVOJJ/Qj27pFZot4aDRauxS9leqrEh9/TDLVUsHtEjR75dk30RIAOVST3G2L59u2644Qa9613v0s6dO20clbcQ8AIAAMCzvFLFa3fAKxHyFlOLoK6pM6rzb/m5ybVzT1y2uOdgzuUT/eeY2uoz35Vi8eIhda5J8vJPEldaNWi1tYVbtGGrdRO/tYaDObc3PhTV2EZz35vMz83s51WJ8aGo7thI72DAC1KPMZ555hn+1tuAgBcAAABATTQ2NrpuopWJ/lBW1aibBHyhtDYQsXCk7N69TZ3RZA/bVFPDQU2oeGA4NjQpDUkqsm5zZ6ys8Vmpqze9d2Msnv2+Ned4L/JNkmV2UrxqTLKVOrmcZP7zcqPU7/uUP6j9qt8KZ8CpDh06ZPcQPImAFwAAAJ7lpQpep2hoaEgGvW5xeDhg9xDKFvCF0lot5Aoq8z3PrNTK4EIBZTm9V8uVq9I4NZAteEl+64n/UvzRif+KeUXf1iuSRo6YHWm6WDzi+r7Ms5MnRuXLUwWeKVfF8+znU3pLkNTv+7gvKhHwAlXV2NgoKb2C97e//W3Weg0NDWSM8WkAACAASURBVPL5fFnL4/F41nrGtoz/JxKJ5H/lyNyvmRPNxjgKXf3ktKuSCHgBAADgWXa3LaglJ7RpMBT7R1OtZFa35vKaT5qQc/4BVykzr7kcRmVvkz+qVn/+iudBE9uaHWO07ErjzIpV1Nbh4YC+94WoAr7afwaz4fJscD8+HZXk3pMzgBtk/i0/duyYXn755ZK3Uei4IPUxK64CMsLmzHA59XEjuC7ESeGuRMALAAAAj/NSFa8TQtVUZv4BlanQ5fulVtqaCToDPqmaPV5j8YimahhE5WsVkNmGIjMInooHNTUdzNmioRqWzduUNs7R6QFNqfR9Z7WoMFnBjGz5ejgfHg5m9fQ9PBzQYRuqZ9M+3w7p/Ftyn2zIrDSPO2ACQaAeHDp0qKRjqsbGxpKOTYqFs6Uw5gbItbwYJx43EvACAAAANhvsMxc4dfW6+9LtSjV1RnXeLfmDmGdvKm1iKzN9USemQyrWM7YUmUHqlKI6PCzVstIw8zXPTl6W+RonlXl5e3NnqOD7b7XUAC7gC2m8jBAus0WF2V64mA1pd3avylre3BnL+h5U2tO3Wp9LvhMSmZXmo9OW7zpN5vew0HqA2xw6dEhf/vKX9dJLL+mll15KLn/ppZcUCmV/p3ft2qWWlhZJ2a0dfvjDH2rXrl06dOiQDh8+rAULFmjJkiVauXKlPvKRj2jOnNkYs5SQd8uWLfrP//xPSdK5556r7373u5o7d27OYDl12fDwsNavX68jR44oEAjopz/9qebOnStJjpxLgIAXAAAAnuaECl6zfUkrCXjtfo35nHPK6uTtRCJRUYWl+fDx6rK2b4X9N11kyXaqMRmXk2R+DwhlrdPUGdWlAw9lLZ8N+q35fpajnj/jarVGAZzg1Vdf1RNPPFH2819//XVt2bJF27Ztywptp6am9PTTT+vpp5/W/fffrzvvvFPvfOc7JZm/CujjH/+47rrrLiUSCf3yl7/UT37yE334wx9ObiM1rE3d5re+9S0dOTLbUP1jH/tYMtx16vEUAS8AAAA8zWltC6rJaW0agnM6FJzTkbZs5Oi25O16DnysYCYwGh+KprU2MFotpDo8nL9nbqkKTV42dTQoyVyAmLuis/RxFpxMzRjXcFAT/cXfy6bOqCt7++arxHUaswFzrgriUqX26jXuAyjPkiVL9NnPflZHjx7VCy+8oJ/97GeSpAULFugjH/lI1vrz589P3n7++ef1uc99Ts8//3xyWUdHh5YuXSq/36/f/OY32rt3r6TZitprr71W99xzT0m9/BctWqQPfvCD2rlzpyTpvvvuSwa8qdtIvR2LxfQ///M/kmarhXt6epKPEfACAAAADuWEKl7M6pj3keRs2dHjhSubzV7WXYvqua7ejrQK61g8oqf279Zj/2zfJE/jQ1HdsXFXjkfsq9I0w44+uaX2b3aC1nBQ12y9OG3Z3v27c7bgsPr1pQbimW1Haqnd353VgqNYoC/Rixmwkt/v13XXXSdJ+vGPf5wMeE877TTdcMMNBZ87d+5cvfLKK5Kk5cuX69prr1VnZ2faOvv27dP69et17NgxPfXUU3r88cd16aWXljTGv/mbv0kGvM8884x+/etfa8mSJZJOHgOmBrwPPvigjh8/LklasWKF/viP/zj5mFOPFwl4AQAA4HleCXidVsGbj1GZE5zTUfBzCfhCpgNeM/0vrTS7z6AeU66AtTxjQ5O6fsX2ouu1hVu0YWtp/YjhPvkDfOt6RudyeDhQdmDcFp7tu5n6c9vU2VBS2BrwhbRyoX1tVgCcVOlxxaJFi/TAAw8oGo3qfe97X851LrjgAq1du1Z9fX2SpIcffrjkgHfZsmVqbW3V+Pi4JKm/v18333yzpOyAN5FI6P77708+d926dcnbTuy9ayDgBQAAADzCbSF2Y2NjsprXbWNHbot7DhZdpznPxFhwt9QTD6PT0YwWCVI5LTgA2GtmZkaNjY2mQt7UcDS1xcLZZ5+ts88+u+BzL7nkkmTAOzQ0VNZYP/GJT+hLX/qSJGlgYEAbN27U/Pnz1dDQkNZ79xe/+IV++9vfSpptP5EaPDv5WISAFwAAAJ7nhqpWq7ilitdg/CNwZmbG0f+w8oLMXq6l9kJt6oyqqQbhbcAX0rJ5RpBoro2HWeW2BLBqUrzU1gLj01FJ7mstAaC+mDmuyDxRazzH7ERpixYtSt6ORsv7O7Jq1Spt3bpVR44c0RtvvKEf/vCH+uhHPyop/Tjwe9/7XvL2xz/+8bQxOxkBLwAAACDvtGlwK6Oa16mXR86GbtXt8+sWpUxalk+lk5kZYWpqGw+zk3gV2ma7P731RWbgW22pk4NNxc1PWgcATmOEvmZOOvv9/uTtY8eOKR6Py+fzmd5PQ0OD5s+frzVr1iQrge+7775kwGv4wx/+kJxcbeHChVq16uRJTacefxgIeAEAAAB5J+B1WwVvqoaGBvl8vmQ1r9neutWeYA3ZzPRoLbTORH91+8g6jdlKYACoF7kC2hdffFE//elPdeDAAY2Njenll1/Wm2++qTfffDNtvVKO11KPe9atW5cMeA8cOKBf/vKXOvfcc5PrPvjggzp27Jgkac2aNZo/f37J+7MLAS8AAAAg77RpcMM/UooxqnmDDR0VhbdmnjtR9tZhNTMtIWYraplgDgCcLLM1w86dO/XNb36z7P66haQe95x55pm65JJL9MQTT0iareJNDXgfeOCB5O21a9fm3IZTEfACAAAAJ9hVxdvV21Hzfbqd0Zu3kknYzFT/vuaPaEIj5QwRgEfUulUH4GapE6wdO3ZMN954ox5++OG0debPn6+2tja9613v0sKFC3X8+HE99NBDZe/TmAxOmp1szQh4f/SjH2nTpk067bTTtHfvXj3//POSpIsuukiLFy9OPp+AFwAAAEBRXb21bSHg5jYNmawIegG4E60tAPdJrd7dsmVLMtydM2eOrrzySq1evVqdnZ1pLRxefPHFigLe1GODiy++WGeeeaZeeOEFvf322xoYGNAnP/nJtMnV1q1bl7zt9N67BgJeAAAA4AT68LpXtYLeC9dJx9YU/0elU/v8NnfGTK1npmdurufs7F5VfMUaisUjyUnVpNnPZdm8TZKkcX9U+zVZdBtt4ZaanHQZH4pqsM8Ya1CxeO7WEk2d0YonnUvVFm7Rhq3Z+xofiuqOjbss20+pmjqjunSg8M8aLTgAd0qt2jVEo1Hde++9yft33nmnPvCBD1RtDMaxT0NDg9atW6fbbrtNktTf369Vq1bpsccekyQtWrRIf/EXf5H2PDcg4AUAAABOqLfQ04uo6D2pNRzUVV8NFq1wnBoO6vBNF9VoVNUVi0e05+jmnI9NTQclmXudreGghaPKb2woNXAuPWS3S7ETB63hYNZJj7Yy3lNaHwD1I7Pv7q9+9SsdP35cktTZ2VnVcFdKP7m9Zs0afe1rX9Obb76piYkJ3XHHHcnJ1dauXZscq5uOIQh4AQAAgBReqOKt99cn1WfQmzrJWMAXylk1nG856k9mxevUcFD7axTUF6r4bu6MqbkzqjZ//kA34AuZCm6d9l0mcAaypf599fv9yduvvvpqweeltj6YmpoquP2+vr4KRnhyO0bIu3DhQq1atUr33XefJCUrif1+v6688sqcY3Q6Al4AAADAg+qxTUMu1Qp6J/rTg6cJSRO+9ErZqeHqVYGaDcgAs1rDQd2+Y3Xex822cDg8HNBj/yw9pv/f3r3HyFnXjx7/PLPbllI4cOgFCWtAuoXW02QJFAEPCOEiioRQrfATSUVBJBojinKVkBAg5kfAo4YTLYZIE1CUa0HJJmA1eCAFWq0CvdhiMSAtLBQFS0vZec4fdYbZ7V5md+f2PPN6JYa9PPvMt0txn33Pdz7PwGMrR0O02hMRrbQWyLL999+//Pa///3veOyxx+Lkk0+OiIi//OUvsWXLljjllFMiImLOnDnlY1966aVYtmxZnHnmmQPOt27durjxxhtjxYoVNVlf5bXPeeedVw68/f39ERHxqU99Kvbdd9/ysVki8AIAQIV22MEb0T6Bt6Ry/l+xWJzwv+O//eKw3T8Wg885+rxX2tP6dx+Ip975Q1Q7MmI00zvmxqzJx1U1Y5jdecIEauOwww6LmTNnxmuv7fr/oq9//etx1FFHxTvvvBN//vOfY4899ohHHnkkDjjggOjq6ooFCxbEM888ExERl112Wdx9993R3d0d27Zti/Xr18e6desiIuLCCy+MJ554Ip5//vkJra/yZ//s2bPj2GOPjSeffLL8scqbq2XtWlDgBQCACu0UPdtV5Wy9anb1NmJ3XzU3Q9t3fl/d19FoH/qvXb+8DxXMa61ypMFoL7V//+ZnI2vEzdiqv5mduFtv6999YMBN/IZz6OSz7AqmrZSeNO7s7IzLL788vv3tb0fEridUK3ffJkkSf/vb3+KAAw6IiIjrr78+zj333HjjjTciImLlypWxcuXK8vHTpk2LK6+8MhYtWhSXX375hAPvYIsWLSoH3p6enpg/f/6AP1OWCLwAADBIO+zizfufrxqVu3qHi73TO+bGsVOv2O1rfxX312wdlbN1RwpDG1f3Re93d419+GP0xfSOPwx53OyeGQ0JjxP1P+e/Hh/6r12xrPTPksEB9vX+tf+5WdzIf65q4ttoNq7ui96la0Y9rrtn5oQfi6Gtf/eBUW8O2CzV/B17vX+twEtbKRaL0dHRERERZ5xxRuyzzz5x2223xXPPPRc7d+6Mrq6uOPHEE2Px4sXxgQ98oPx1Bx98cDz44IOxZMmSWL58eWzevDn22muv6OrqipNOOikWLVoUs2bNioiIE044IXp7e2P79u01W3dp93DEwN27WZq9WyLwAgDAIO0QeCPab0zDSKqJvY1SGYYqd5JuXD3w5lZb22jH5uDQPlxkez8EA1ALhx9+eKxdO/oTG8VisfwKmeOPPz6OP/74qs4/c+bMuPrqq+Pqq68e8bjTTz89Tj/99CE/19nZWdUaK695tm7dGvffv+vJ2v322y8++clPlj+XxWtAgRcAANqUwDu0Vom91e4kbUdCLkBrSdN0QOQd6bjSz9TRjq21ymueO++8s7wb+Oyzz45JkyaV15dFAi8AAAxSCnxZvcindlol9gLjN71j7ogjE4xTgNpI0zT6+/vLPztH+/lZeWzEwABb+TVJktQkBpfOv2PHjrjzzjsjYldkPueccwY8bhYJvAAA0Kay+ktMs1T+EpoVg8NWLWbUZkkrh7t95/fFEdf/vxGPOXTyWbH12Rl2ck/Q9I65I95UD9hdf3//uL92LE+GVnNsKRxPRGUgvu+++2Lr1q0REXHyySeXb/qW5SdxBV4AABhCu+zgNaYh3wbPrm3Ezasqb5422L7z++r62IO1etgb7fux7+S+mN4xN3obtJ7RDHdjuQ2r22ceNJBNpWudYrEYP/vZz8ofP++888pvZ/m6T+AFAIAhtEv0FHjra7QdmkPJw5MLYw25h04+q6V32xIxu2dGfPXm43b7+MbVfRFLq/v6evN3CBhK5e7dRx99NF588cWI2HUzuKOPPrr8uSz/7BV4AQBgGHkIbdTHJ77w4YiI6HtvzYhjD8YaOivnDE5k3mBHR8eQH5839TMxb+pnBnxsw7TXYlX8ftyPVQtJksSsyf9rTMdXe9xw34vhjOX7PtZzl4xl/fW4CdF41z2UQ4/YPw49Yv+anS9i/E+wzeicF3P3+HRN11Kpnn/vgMb4+Mc/HmvXDv1zO8v/3Qq8AADQxgTs8fnk+bsC79rta2Pdjvaaa8vEzd3j01WHyA1R3fiD7p6Z8fX/c8JElgVARgm8AAAwjHbZwWtMw/iNFOr63lsz5NsjmdE5rybrGqvSbNXRbsK29dnpjVhO05V2aI9kzuFDz6Otte7DZ8YPli9qyGMxsrl7fLpp/40CjETgBQCAYbRa9PzWKfdXddwtjy4c03kF3vqoDEH1jELdPTPLO4rH9fWHv7/zc+3212PdjqH/nr357IzY+t3/Pe7HyYruw2dGd4PiLUMb/MRJ33trqnqSpBHxVeAFWpHACwAAI2iXXby0pmp3kjYiSO47v69807jDpiwcMXTtO+1jEVG/ncszOudVfW6yb0bnPGEVYARJ6moVAACGlaZpFIvFZi8jIuq3gzci2zcWAQBoZ7W/HScAAORIu4wusO8DACCbBF4AABhFu0ReAACyR+AFAADs4AUAyCiBFwAARtEOO3gFXgCAbBJ4AQBgFO0QeCNEXgCALBJ4AQCgCu0QeQVeAIDsEXgBAKAK7RB4AQDIHoEXAACq0A6B1w5eAIDsEXgBAKBKIi8AAK1G4AUAAMoEXgCAbBF4AQCgSu2wgxcAgGwReAEAoErtEHjt4AUAyJbOZi8AAACyJEmSpkXQ0xbPa8jjpGnaFjEbACAPktRT9AAAULU0TaNYLDZ7GXWVJEkUCl7sBwCQBa7aAABgDOxsBQCglQi8AAAwRnmPvF7kBwCQHQIvAACwG5EXACAbBF4AABijvO/gjRB4AQCyQuAFAIAxaofACwBANgi8AAAwDnmPvHbwAgBkg8ALAADjkPfAGyHyAgBkgcALAADjIPACANAKBF4AABinvEdegRcAoPUJvAAAME55D7wRIi8AQKsTeAEAAAAAMkrgBQCAcUqSJPe7eO3gBQBobQIvAAAwLIEXAKC1CbwAADABed/BGyHyAgC0MoEXAAAmQOAFAKCZBF4AAJigdoi8AAC0JoEXAAAmKO+B1w5eAIDWJfACAMAE5T3wRoi8AACtSuAFAIAayHvkFXgBAFqTwAsAADUg8AIA0AwCLwAA1EDeA2+EyAsA0IoEXgAAqJF2iLwAALQWgRcAAKiKHbwAAK1H4AUAgBrJ+w5egRcAoPUIvAAAUCN5D7wRIi8AQKsReAEAoIbyHnkFXgCA1iLwAgBADeU98AIA0FoEXgAAqKG8B147eAEAWovACwAANSbyAgDQKAIvAADUmMALAECjCLwAAFBjAi8AAI0i8AIAQB2IvAAANILACwAAdSDwAgDQCAIvAADUQd4DLwAArUHgBQCAOslz5E3T1C5eAIAWIPACAECd5DnwAgDQGgReAACok7wHXjt4AQCaT+AFAIA6ynPkFXgBAJpP4AUAgDrKc+CNEHkBAJpN4AUAgDoSeAEAqCeBFwAA6izPkVfgBQBoLoEXAACYEJEXAKB5BF4AAKizPO/gjRB4AQCaqbPZCwAAgLxLkiSSJJlwCF3/7gNVHXfo5LMm9DgAAGSHwAsAABnwev/aqgLv9I65w36ud+naqh7rtMXDn2ModvACADSPwAsAAA1Qix28E9W7dE1Vx4018Ebsirx5H0UBANCKzOAFAIAGKI1pyKtmx2sAgHYl8AIAABMm8AIANIfACwAADZLnHbwRIi8AQDMIvAAA0CDGNAAAUGsCLwAAUBMCLwBA4wm8AADQQHnewRsh8gIANJrACwAADWRMAwAAtdTZ7AUAAADVOXTyWaMeM71jbgNWMjyBFwCgsQReAABosEKhEP39/WP6mukdcyccb09bPG9CX1+tNE1zvUsZAKCVJKmn2AEAoOGKxWJud7smSRKFgmlwAACN4KoLAACawA5XAABqQeAFAIAmyHPgTdM0t7uTAQBajcALAABNkvfICwBA/Qm8AADQJHkOvAAANIbACwAATZLnwGtMAwBAYwi8AADQRHmPvAAA1JfACwAATZTnwAsAQP0JvAAA0ER5DrzGNAAA1J/ACwAATZb3yAsAQP0IvAAA0GR5DrwAANSXwAsAAE2W58BrTAMAQH0JvAAA0ALyHnkBAKgPgRcAAFpAngMvAAD1I/ACAEALSJIkt5HXmAYAgPrpbPYCAACAxtm4uq+q42b3zKjp46ZpmtuADQDQTEnqqXQAAGgJaZpGsVis62N865T7qzrulkcX1vRxkySJQsELCAEAas0VFgAAtAhjGgAAGCuBFwAAWkheA29ECLwAAHUg8AIAQAvJc+AFAKD2BF4AAGgxeY28xjQAANSewAsAAC0mr4E3wpgGAIBaE3gBAKDF5DnwAgBQWwIvAAC0oLxGXmMaAABqS+AFAIAWlNfAG2FMAwBALXU2ewEAAMDukiSJJElqHkO7e2bW9HzjIfACANROkrq6AgCAllQsFnMbQwuFQq53KQMANIoRDQAA0KIKhfxeruc1XAMANFp+rxgBACAH8rrLVeAFAKgNgRcAAFpYXgNvxK4RFAAATIzACwAALax0szUAABiKwAsAADRFmqZGNQAATJDACwAALS7PO3gFXgCAiRF4AQCgxeV5TIPACwAwMQIvAABkQF4Db4TICwAwEQIvAABkgMALAMBQBF4AAMiIvEZegRcAYPwEXgAAyIi8Bt6IiGKx2OwlAABkksALAAAZkeebrQEAMD4CLwAAZEheA2+apkY1AACMg8ALAAAZktfAG2EWLwDAeAi8AACQMXmNvAIvAMDYCbwAAJAxeQ28EW62BgAwVgIvAABkjJutAQBQIvACAEAG5TXwutkaAMDYCLwAAJBBed7FK/ACAFRP4AUAAFqKwAsAUD2BFwAAMqpQyO/lvJutAQBUJ79XhAAA0AbyOqYBAIDqCLwAAJBheQ28brYGAFCdzmYvAAAAGL/SzdbqGUM3ru6L3qVrRz1uds+MOG3x3Jo9bpqmuQ3YAAC1IvACAEDG1TvwRkRsWP1aXc8/lNIuXpEXAGB4RjQAAEDG5TmAGtMAADAygRcAAHIgr5FX4AUAGJnACwAAOZDXwBsh8gIAjETgBQCAHCjdbC2PBF4AgOEJvAAAkBN5DrwiLwDA0AReAADICbt4AQDaj8ALAAA5kufAK/ICAOxO4AUAgByxixcAoL0kqaskAADIlTRNo1gs1vScG1f3VXXc7J4ZNX3cwTo6Oup6fgCArBF4AQAgh4rFYi53vCZJEoWCFyICAJS4MgIAADIjj9EaAGAiBF4AAMihPO9yrfX4CQCALMvvVR8AALS5vN5sDQCA9wm8AACQU3ndxZumqVENAAD/kc8rPgAAICLyu4tX4AUA2EXgBQCAHMtz4BV5AQAEXgAAyLUkSXIdeQEA2p3ACwAAOZfnwCvyAgDtTuAFAICcs4sXACC/BF4AAGgDeQ68Ii8A0M4EXgAAaAN28QIA5FNnsxcAAAA0RpIkDY2hG1f3xa2XPj7qcd09M+OrNx837scp7eLNa8AGABiJHbwAANAm7OIFAMgfgRcAANpIngOvyAsAtCOBFwAA2ohdvAAA+SLwAgBAm8lz4C0Wi81eBgBAQwm8AADQZuziBQDID4EXAADaUF4Db0TYxQsAtBWBFwAA2pBdvAAA+SDwAgBAm8pr4I2wixcAaB8CLwAAtKm87+K1kxcAaAdJ6qoHAADaWn9/f7OXUBdJkkShYE8LAJBvrnYAAKDN2cULAJBdnc1eAAAA0FyFQqFpu3i/dcr9VR13y6MLx3X+NE1zG7ABACLs4AUAACJyO8ogTVM3XAMAci2fV3EAAMCYuOEaAEA2CbwAAEBE5HcWb0QIvABAbgm8AABARNjFCwCQRQIvAABQltfAGxFm8QIAuSTwAgAAZXnexRsh8gIA+SPwAgAAAxQK+f01wagGACBv8nvlBgAAjFued/EKvABAngi8AADAbgqFQm4jb5qmRjUAALmRpJ6+BgAAhpD3EJrniA0AtA87eAEAgCHl/YZr9roAAHkg8AIAAMPKe+DN8w5lAKA9CLwAAMCw2mEXr528AECWCbwAAMCI8j6r1i5eACDLBF4AAGBUeQ68ESIvAJBdAi8AADCqdhjVIPICAFkk8AIAAFUpFPL964PICwBkUb6v0AAAgJpqh8jrpmsAQJZ0NnsBAABAdpRGNbRCBO1duraq405bPHdM503TNNfjKACAfBF4AQCAMSkUCtHf39/sZUTv0jVVHTeewFssFnO/WxkAyAdXLAAAwJjlPX6axwsAZEW+r8oAAIC6KI1qyDORFwDIAoEXAAAYl7wH3gg3XQMAWp/ACwAAjEs77OKNiCgWiyIvANCy3GQNAAAYt0KhkNkAunF1X2xY3Tfqcd09M2J2z4woFAptEbQBgGwReAEAgAkpFArR39/f7GWM2YbVfdG7dM3oBy6eF7N7ZkSxWBR5AYCWY0QDAAAwYYVCe/xqkdXdygBAfrXHVRgAAFBX7TKPN0LkBQBaixENAABATTR6Hu9pi+c15HGGUiwWI0mSttm5DAC0LoEXAAComSRJGhh45zbkcYaTpml5Li8AQLMIvAAAQM2URjW0wgiD3qVrR/z8xtV9E34MkRcAaDaBFwAAqKlGj2oYysbVfdG7dE1DHqsUedtpDjEA0Do8zQwAANRcoVBoq9hZirzFYrHZSwEA2ozACwAA1EU7Bd6SUuhthREVAEB7EHgBAIC6aNeRBXbzAgCNZAYvAABQN60wj3c03T0z63LeNE2jv78/kiRxEzYAoG4EXgAAoK5aOfJ298yMr958XF0fQ+gFAOrJ1QUAAFB3wub7obdVYzcAkE128AIAAA1R2snb7tI0LQfeyhnFpbfbcW4xADB+Ai8AANAQpREFIu/7Knfy2tULAIyHwAsAADRMkiSRJElDYuZpi+eNekx3z4y6rwNaxbdOub+q44b7b+e0xXNruRwAaiRJPU0MAAA0mDm00HjVBt7h3PLowhqtBIBacqcDAACg4QqFglmzAAA1YEQDAADQFKV5vHby5ke1O0SzshO0Xn+evH2fAGgugRcAAGgakRcAaqeaV8ikaeqGpzljRAMAANBUxjUAAIyfHbwAAEDTTXQn78bVfXHrpY+Pelx3z8z46s3HjXjMk+98r6rHPHbqFVUdBwBQTwIvAADQEkq7eJs9ruH1/rU1O5dZqwA0y3e+85146KGHIiKiu7s7Hn744SaviHoxogEAAGgJSZIY1QAAMEYCLwAA0DKSJIlCwa8pAADVMqIBAABoKaXIm6ZpWsy4WwAACyhJREFU08c1tJvepdWNpzht8dw6r4R6GG4USLX/3gFoTQIvAADQcipHNdQy8u6arzvyTdbaWe/SNVUdJ/Dmi3+fQEnluKTK2fhDPek63KtuKo8fy/myuK5WIfACAAAtqfTLV7FYzOQvW9As//fSP1R13Fdv9mQH8P7P2+Hm4Fd+Lk3TKBaLVZ2vms+PdL5WXVcrEngBAICWVigURF6aYriRBq163pINq1+r6/mB/CgUCmO6wWmSJNHR0RH9/f01efzSbtvBMbUV1lXL89WbwAsAALQ8kTcb6h0uAaidjo6OAe///e9/j1//+tfx+OOPx0svvRRbt26NadOmxZw5c+KMM86Iz3zmM9HZ2Vn+2sooe99998VVV10VU6ZMiSVLlsTRRx8dERFr1qyJn//85/H000/HK6+8ElOmTInZs2fH6aefHuecc05MmjRpt5har3Xddttt8ZGPfCQiIlatWhW/+MUv4o9//GNs2bIl9txzzzjssMNi4cKFceaZZ5ZHPAwVn1uRwAsAAGSCyNs6Bo8A8FJ/gOwoBdWSt956K2666aa49957d9ux+uabb8bTTz8dTz/9dPzqV7+KJUuWxH777Vc+z2A7duyIlStXxhFHHBHf//734/bbbx/w+e3bt8eqVati1apV8ctf/jJ++tOfxqxZsyJi97Bb63U988wzMX/+/Ljhhhvi3nvvHfD5d999N1asWBErVqyIZcuWxa233hpTp04tj21o9WsPgRcAAMiM4SLv7J4ZcdIDD1Z5lgtH/OyxU68Y5+rahxEAAPmwadOmuPjii2PTpk3lj82bNy8+/OEPx+TJk+OFF16IFStWRETEs88+G5dccknccccdI86zfemll+Kb3/xmPProo9HZ2RlHHXVUdHV1xfbt2+Opp56KLVu2RETE+vXr44ILLoh77703Jk+eXPd1bdiwIS688MJYtWpVJEkSCxYsiIMPPjh27NgRK1asKK/riSeeiBtuuCGuv/76iNh17dHqoxoEXgAAIFPqvZN3esfcmp3LyIKRbVzdV9Vxs3tm1HklAO1p0qRJ8eqrr0ZExHHHHReXXHJJzJ8/f8AxK1eujPPPPz927twZTz31VCxfvjxOOumkYc95//33R5qmceqpp8Y111xT3qEbEdHf3x8//vGP40c/+lFERPz1r3+N22+/PS6++OK6r+s3v/lNREQcf/zxce2110ZXV1f5czt37oxrrrkmHnjggYiIuOeee+IrX/lKfPCDH4yIaPldvAIvAACQOYVCIdI0Lf+PbLr10serOk4ob47X+9dWdVwtnxQB6i9N0/Iu1wMPPDDuueee6OvrK8+nHezII4+Mz33uc7F06dKIiFi2bNmIITVN0zjvvPPiu9/97m6f6+joiK997WuxadOmeOihhyIi4q677oqLLrqoPPe2XuuKiDj//PPjiit2f6XOpEmT4pprronly5fHP//5z4iIeOSRR+Kiiy4a8XytQuAFAAAyqfQyTHN5ofZe718bT77zvVGPm94x11gTyKBisVgOqoccckgccsghIx7/sY99rBxSV69ePeKxBx54YFx11VXl90tPxlaOT/jyl79cDryvvvpq/OlPf4ojjjhiwHlqva6DDjpoQNwtrav0fZg2bVqceuqpcc8990RExHPPPVc+1g5eAACAOirt5mXiTls8b8D7vUvXNGklANRTmqYDIu9oDjzwwPLbfX0jj9eZOnXqgPMWi8XyY5ZupHbooYfGrFmzymMYnn322XLgrdxhXMt1TZo0acD7pXVVfh8qxzaMdr5WIvACAACZlyRJnPk/lhrZMEGnLR74UnuBFyC/KnfWjqbyJmg7d+6M/v7+cqwd62OWHm/OnDnlwPvCCy8Me1w91jXctcI+++xTfnvHjh2jnqdVCLwAAEAuGNkAu3zt5uObvQQgA4YKoS+//HL87ne/i+effz42bNgQmzdvjm3btsW2bdsGHFftz9mRjquMqW+99Vb57aHCbq3XVY0sXUsIvAAAQK6URjaUXnoJ7WZ2z4xmLwFoMYOj6eDRDL/97W/jJz/5yahzbGtpypQp5be3b98+5DHNWFcWCbwAAEDuJEkSHR0ddvMC0LZ27txZfnvq1KkDPlcKvjt37oyrr746li1bNuDze+65Z3R3d8cBBxwQe+21V7z33nvx4IMP1nR9lbtv9957793W3qx1ZZHACwAA5FZpN6/ZvOPjpf4A2VU59qByHELlbt6bbrqpHFE7Oztj0aJFsXDhwpg/f/6AEQ4vv/xyTUJq5WO//PLL5bdnzpw54LhGryvrBF4AACDXSrN5hd6x81J/gGypDKgbNmwov33IIYfsdmxfX1/cdddd5feXLFkSH/3oR+u2nsq3t23bFuvXry+/39PT09B15Y3ACwAAtIVWugnbt065v6rjbnl0YZ1XAkAWFQqFcjAtPXlZGVDXr18fW7ZsKb9/xBFH7HaO5557Lt57772IiJg/f37dImrp52/l+np7e+Pdd9+NiIhJkybFUUcd1fB15YnACwAAtJUsjW0YLgQLvzTC9I65NTkGqK3KuBsRu8XTiIhbb721/Pa+++4bJ5544m7nqbwZ6Ztvvjns46VpGkuXLq16fZs3b44XX3wxDjrooPJ6K/3rX/+KH/7wh+X3P/GJTwwYIVGvdeWZwAsAALQdYxtgZNM75saxU69o9jKAQYaKuZW2b98et9xyS/T29pY/dsEFF8SUKVMiIgbs9J0zZ075mJdeeimWLVsWZ5555oDzrVu3Lm688cZYsWJF1Wt8++2344tf/GLcdNNNceSRRw743IsvvhiXXnppvPLKKxERsccee8Q3vvGNAcfUa115JvACAABtS+gFIEsq4+4PfvCD+P3vfx+HHXZYTJ06NV577bV4+umnB+x6PeaYY+JLX/pS+f3KwNvV1RULFiyIZ555JiIiLrvssrj77ruju7u7PCN33bp1ERFx4YUXxhNPPBHPP//8qGvs6OiIf/zjH/H5z38+5s2bF/PmzYvOzs7YtGlTPPPMMwN26F533XXR1dU14Ovrta48E3gBAIC2J/QCkDWPPfZYrF+/fti4edZZZ8V1110XHR0dEfH+rN5isVgem3D99dfHueeeG2+88UZERKxcuTJWrlxZPse0adPiyiuvjEWLFsXll19eVUj90Ic+FJ/97Gfjv//7v2PNmjWxZs2a3Y7Ze++949prr40zzjij/LHK+FyPdeWZwAsAAPAflS99bYWbsQFApcodvAsWLIgkSWLz5s3x9ttvx5577hn7779/HH300bFw4cKYP39++dhS2C29XXLwwQfHgw8+GEuWLInly5fH5s2bY6+99oqurq446aSTYtGiRTFr1qyIiDjhhBOit7c3tm/fPuo6v/CFL8QxxxwTd9xxR6xYsSJee+212GOPPaKrqytOPvnkOPvss2PmzJnl40s/c0sxul7ryqskdcUCAAAwrHrs6h3u5mnVystN1qr9PuTlzwswUaUAOhaVcXei5xrOfffdF1dddVVERHR3d8fDDz9c9dcOfkK1lusaTuX3JEmS3W4EN9LxrcgOXgAAgBFUjm+ICCMcGNHr/WvjyXe+N+pxbmIGNMJIr0apHNXQLP39/bt9rBXWlTUCLwAAQBVKL4st/dO8XgAarb+/f8DPo8qRDSXV/nxK07R8vsE/4wafp5pdrtWo5snSZqwr6wReAACAcaj8xbPyF1XBt3pGLwCMXa1/3owlBleq92iD8a5rPI8z0XM0m8ALAAAwQYN3UQ3+5XvwL6jDhc2JzuYFANqPwAsAAFBjQ72kNGL0XVfff+zTI34eAGCw/w/sb1e6Eph6lgAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Terminus(links, show_stats=False, pipe_spacing_ratio=0.8).show_png()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can do so much more than what's presented in this example, and this is covered in other sections. If you want to see the full list of growing features, check out the Plotapi API Documentation." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.1" } }, "nbformat": 4, "nbformat_minor": 4 }