diff --git a/docs/source/api/recipes/recipes.ipynb b/docs/source/api/recipes/recipes.ipynb index 07c3ed512..59c47d6da 100644 --- a/docs/source/api/recipes/recipes.ipynb +++ b/docs/source/api/recipes/recipes.ipynb @@ -1,7 +1,6 @@ { "cells": [ { - "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -40,7 +39,6 @@ ] }, { - "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -87,7 +85,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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\n", 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", 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\n", 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" ] @@ -348,7 +340,7 @@ "outputs": [ { "data": { - "image/png": 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sWlSud95qlJcthwAwZ5QBGGJiIqNz50c1dv2eaRnYcggA80MZgKFu33mos+GrSiYnTbn+ypVevfk6Ww4BYC4oAzDc9HRWsQs3Fb90y5QHDGs2rVJrYGvBrwsAVkUZQN48epTSZ2ev6P798YJf29+wUQ31Gwp+XQCwIsoA8iqXy+nqyB19MTSmTCZb0Gu/GtimTZtWFvSaAGBFlAEURDo9pfC5Ed28eb9g1ywrc6jjjQatXMmWQwD4MZQBFNStW/cVPjeqVKowDxhWVLj0zluNqqpaXJDrAYAVUQZQcJlMVtHh67p85bYK8dvP63XrnbcatWhRed6vBQBWRBmAaR48GNfnZ6/qwcNk3q+1etUSvfH6DpWVseUQAP4QZQCmmpmZ0eUrdxSNjmk6O5PXa22uWaVAC1sOAeAPUQZQFFKpSYUjI7r15YO8XqfRv1H1O9hyCAC/jzKAonLj5tcKR0Y1MTGVt2sEW7dp40a2HALAE5QBFJ1MZlpD0ccPGOaD01mmN99o0MoV3rzMBwCroQygaH19P6HPz17Vo0cpw2dXVLj07tuNqqxkyyEAUAZQ1GZmZhS/9KVisRuGP2Do9br17tuNcrnYcgjA3igDsITx8QmdjYzozp2Hhs6tXr1Er7ez5RCAvVEGYCljY/d07vyoJiYzhs2s3bxaLTu3GDYPAKyGMgDLmZqa1vkvrmlk9K5hM196sUbbfesMmwcAVkIZgGXdu/eNPjt7VYlE2pB5bUGfNqxfYcgsALASygAsLZud0cX4LcUu3NDMzMJ+KzudZep4s0ErlrPlEIC9UAZQEhKJtM6GR3T3q0cLmrO4wqV333lRHk+FQckAoPhRBlBSRq99pXPnRzU1NT3vGUuWePR2h58thwBsgzKAkjM5mdH5L65p9NpX855RXb1Ur7+2nS2HAGyBMoCSdefuI50NX9X4+MS8Pr+lrlqvNNcZnAoAig9lACVtejqrCxdv6mL81rweMGTLIQA7oAzAFh59k9LZ8FXdu5eY82dfa9uu9euW5yEVABQHygBsI5fLaWTkrs4PXVMmk53158qdZXqrw69ly6rymA4AzEMZgO2k01M6d35U1298PevPLF68SO++3ciWQwAliTIA27p9+4HORkaUTE7O6usfbzlslMvlzHMyACgsygBsbXo6q+HYDcUvfanZ/K+wds0yvdbmY8shgJJCGQAkPXyY1Odnr+r+g/Hnfu3WLWvU3FRbgFQAUBiUAeBbuVxOV67e0RdDY5qe/vEHDJte3qxtW9cWKBkA5BdlAPgDqfSkIpFR3bx1/5lf43A41N62XWvXLitgMgDID8oA8Aw3b91XODKidHrqB3+cLYcASgVlAPgRmUxW0eExXb5y5wcfMFy8eJHefadRHvf3txzmcjmFw2GFQiFFo1Gl02m53W75/X4FAgE1NzfL4XAU6tsAgB9FGQBm4f6DcX1+9qoePkw+9WPLllaq402/XC6nMpmMuru7dfDgQcViMTmdTvl8Pnm9XiUSCcXjcWWzWdXX12v//v3au3evXC6XCd8RAPwOZQCYpZmZGV26fFvDw9c1nZ353o+tW7tML3gz2rNnjyKRiN5//311dXWpvb1dbrf7u69Lp9Pq7+/XoUOHdPToUTU1Namnp0eNjY2F/nYA4DuUAWCOkskJhSOj+vL2g+/+23A0rP/6X/69Nm/erJ6eHrW0tDx3TigU0p49ezQ2Nqbe3l51dHTkMzYAPBNlAJin6ze+VuTcqOLxmP7mP/yF2ttf0y9/+UtVVlbOekYymdTu3bs1ODiogYEBVggAmIIyACxAKpVWS0urpKxCodCcisATyWRSra2tcrvdGhgY4BkCAAXHO1WBBTh8+H/q4sVh/d3f/d28ioAkVVZW6vDhwwqHw+ru7jY4IQA8HysDwDzlcjn5/X75/X4dOXJkwfM6OzsVi8U0NDTEtkMABcXKADBP4XBYsVhMXV1dhszr6urS8PCwIpGIIfMAYLYoA8A8hUIhOZ1Otbe3GzKvvb1dTqdToVDIkHkAMFuUAWCeotGofD7f994jsBAej0c+n0/RaNSQeQAwW5QBYJ7S6bS8Xq+hM6uqqpRKpQydCQDPQxkA5sntdiuRSBg6c3x8XB6Px9CZAPA8lAFgnvx+v+LxuNLptCHzUqmU4vG4/H6/IfMAYLYoA8A8BQIBZbNZ9ff3GzKvv79f2WxWgUDAkHkAMFu8ZwCYJ94zAKBUsDIAzJPD4dD+/ft19OjRBW8HDIVCOnbsmPbt20cRAFBwrAwAC5DJZBQMBjUxMaEzZ84s+GyCwcFBlZeX5yEpADwbKwPAArhcLvX09GhsbEy7d+9WMpmc0+efnFo4Njamw4cPUwQAmIIyACxQY2Ojent7NTg4qNbW1lnfMgiFQmptbdXg4KB6e3s5vhiAaSgDgAE6Ojo0MDAgt9utYDCozs5OnThx4qlth6lUSn19fers7FQwGPzu2OKOjg6TkgMAzwwAhspkMuru7tbBgwcVi8XkdDrl8/lUVVWl8fFxxeNxZbNZNTQ0aN++fdq7d69cLpfZsQHYHGUAyINcLqdIJKJQKKRoNKpUKiWPxyO/369AIKCmpiZ2DQAoGpQBAABsjmcGAACwOcoAAAA2RxkAAMDmKAMAANgcZQAAAJujDAAAYHOUAQAAbI4yAACAzVEGAACwOcoAAAA2RxkAAMDmKAMAANgcZQAAAJujDAAAYHOUAQAAbI4yAACAzVEGAACwOcoAAAA2RxkAAMDmKAMAANgcZQAAAJujDAAAYHOUAQAAbI4yAACAzVEGAACwOcoAAAA2RxkAAMDmKAMAANgcZQAAAJujDAAAYHOUAQAAbI4yAACAzVEGAACwOcoAAAA2V252AAD2kcvlFA6HFQqFFI1GlU6n5Xa75ff7FQgE1NzcLIfDYXZMwHYcuVwuZ3YIAKUtk8mou7tbBw8eVCwWk9PplM/nk9frVSKRUDweVzabVX19vfbv36+9e/fK5XKZHRuwDW4TAMiroaEhBYNBHThwQH6/X319fUokEhoeHtbp06c1PDysRCKhvr4++f1+HThwQMFgUENDQ2ZHB2yDlQEAeXPy5Ent2rVLNTU16unpUUtLy3M/EwqFtGfPHo2Njam3t1cdHR0FSArYG2UAQF48WRFoa2vT8ePHVVlZOevPJpNJ7d69W4ODgxoYGFBjY2MekwKgDAAwXCaTUTAY1MTEhM6cOTOnIvBEMplUa2ur3G63BgYGeIYAyCOeGQBguO7ubkUiEfX09MyrCEhSZWWlDh8+rHA4rO7uboMTAvh9rAwAMFQul5Pf75ff79eRI0cWPK+zs1OxWExDQ0NsOwTyhJUBAIYKh8OKxWLq6uoyZF5XV5eGh4cViUQMmQfgaZQBAIYKhUJyOp1qb283ZF57e7ucTqdCoZAh8wA8jTIAwFDRaFQ+n09ut9uQeR6PRz6fT9Fo1JB5AJ5GGQBgqHQ6La/Xa+jMqqoqpVIpQ2cC+B3KAABDud1uJRIJQ2eOj4/L4/EYOhPA71AGABjK7/crHo8rnU4bMi+VSikej8vv9xsyD8DTKAMADBUIBJTNZtXf32/IvP7+fmWzWQUCAUPmAXgaZQCAoZqbm1VfX69Dhw4ZMu+jjz5Sbd1WrVm7WbwWBcgPygAAQzkcDu3fv19Hjx5d8HbAUCik48eP65133tOn/Rf0j78K68LFm0qnpwxKC0DiDYQA8sCoswkCgYCmpnL6T//5f8jpLP/ux8rKHFq7dpnqaqtVvXoJbyYEFogyACAvhoaG1NbWpmAwOK9TC9977z2dOjWgn/38kDZt2vLMr62srFDt5tXaXLNabvciI6IDtkMZAJA3J0+e1J/8yZ9o06ZNOnz48KweAgyFQvrwww81OnpNf/lXf6sGf/OsruVwOLRu7TLV1a5WdfVSVguAOeCZAQB509HRoYGBAbndbgWDQXV2durEiRNPbTtMpVLq6+tTZ2engsGgypwu/eznh2ZdBKTHByTdvHVfv+2/oP/3T2HFLtzg2QJgllgZAJB3mUxG3d3dOnjwoGKxmJxOp3w+n6qqqjQ+Pq54PK5sNquGhgbt27dPf/7nf67f9l/U/fvjC7ouqwXA7FAGABRMLpdTJBJRKBRSNBpVKpWSx+OR3+9XIBBQU1PTd39hf5NI68Qn55XNzhhybY/n22cLNq+Sx11hyEygVFAGABSti/FbOv/FNUNnPlktqN28WmvWsFoASJQBAEUsl8vp17+J6t49Y886eILVAuAxygCAopb49nbBtEG3C36Iw+HQ2jVLVVdbzWoBbIkyAKDoXbr8pSLnRgtyLY+nQptrVql282p5PKwWwB4oAwCKXi6X08nfDOure98U7JoOh0NrqpeqrvbxswVlZezERumiDACwhPHxCfWdOJfX2wXP4nYvUu3m1awWoGRRBgBYxpWrt3U2PGLa9VktQKmiDACwjFwup99+GtOdu4/MjsJqAUoKZQCApaRSk/pV3zlNT2fNjvKdtWuWqbZ2tdayWgCLogwAsJyrI3f0+dmrZsd4yuLFi1RXy2oBrIcyAMCSfvNpTHfuPDQ7xjOt+fa9BawWwAooAwAsKZWe1Md955TJFM/tgh+yePEi1W5+/N6CysrFZscBfhBlAIBljV77SqHPLpsdY9ZYLUCxogwAsLRP+y/oy9sPzI4xJ6wWoNhQBgBYWjo9pY9PnNPU1LTZUeal+tv3Fqxbu4zVApiGMgDA8sbG7ul06JLZMRZkcYVLm799b0FVFasFKCzKAICScGrgom7eum92DEOwWoBCowwAKAkTExl9fOKcJiczZkcxDKsFKBTKAICScf3G1xo8HTc7Rl5Ur16i2tpqrV/HagGMRxkAUFIGTsd148bXZsfIG1YLkA+UAQAlZXIyo1/1ldbtgmdhtQBGoQwAKDk3bn6tgcHSvF3wQyoqXNpc8/i9BV6v2+w4sCDKAICSdPrMJY1dv2d2jIJbvWrJ450I65bL6WS1ALNDGQBQkiYnM/r4xHlNTEyZHcUUFRUu1WxapbpaVgvwfJQBACXr1q376h+4aHYM07FagOehDAAoaaHPLmv02ldmxygKT1YLamtX6wVWC/B7KAMAStrU1LR+1XfOtrcLnmXVyhdUV1ut9etZLQBlAIAN3L79QL/tv2B2jKLEagEkygAAm/js8ysaGb1rdoyixmqBfVEGANhCJjOtj0+cVyo1aXaUordoUfnjnQh11awW2ARlAIBt3L7zUL/9NGZ2DEtZudKrutpqbVi/gtWCEkYZAGArn5+9qqsjd8yOYTlPVgtqa1dryQses+PAYJQBALaSyWTV98k5JZPcLpivJ6sF69ctV3m50+w4MABlAIDt3P3qkU7+ZtjsGJb3eLVgpWprq1ktsDjKAABbCkdGdPnKbbNjlIyVK72q3VytDevzs1qQy+UUDocVCoUUjUaVTqfldrvl9/sVCATU3Nwsh8Nh+HXtgjIAwJamp7Pq++S8xscnzI5SUlwu57cnKFZryZKFrxZkMhl1d3fr4MGDisVicjqd8vl88nq9SiQSisfjymazqq+v1/79+7V37165XC4DvhN7oQwAsK17977RP5+Mmh2jZK1Y8WQnwvxWC4aGhvThhx8qEono/fffV1dXl9rb2+V2/267YzqdVn9/vw4dOqSjR4+qqalJPT09amxsNPJbKXmUAQC2Fjk3qkuXvzQ7RklzuZzfnqA4+9WCkydPateuXaqpqVFPT49aWlqe+5lQKKQ9e/ZobGxMvb296ujoWGh026AMALC16emsTnxyXgluFxTEbFYLhoaGFAwG1dbWpuPHj6uysnLW85PJpHbv3q3BwUENDAywQjBLlAEAtnfv64R+fTIq/jgsnGetFmQyGQWDQU1MTOjMmTNzKgJPJJNJtba2yu12a2BggGcIZoHXSQGwvZUrvPJtW2t2DFvJZLK6fOW2Pj5xTp/88xcaGb2r6emsuru7FYlE1NPTM68iIEmVlZU6fPiwwuGwuru7DU5emlgZAABJ2eyM+j45r0QibXYU2yovL9O/+7f/Wq+80qQjR44seF5nZ6disZiGhobYdvgcrAwAgCSns0ytga38pWGieDymq1cvq6ury5B5XV1dGh4eViQSMWReKaMMAMC3li+r0o7t68yOYVtXLj9+j0B7e7sh89rb2+V0OhUKhQyZV8ooAwDwe+p3bDDkZTmYu+vXr2rr1m3fe4/AQng8Hvl8PkWjvEvieSgDAPB7nM4yBXZuUVkZtwsKbWpqUl6v19CZVVVVSqVShs4sRZQBAPgDy5ZVacf29WbHsJ1FiyqUSCQMnTk+Pi6Ph5We56EMAMAPqN+xXkuXzm9rG+Zn48Y6Xb58Sem0MTs6UqmU4vG4/H6/IfNKGWUAAH5AWRm3Cwpty9Z6ZbNZ9ff3GzKvv79f2WxWgUDAkHmljDIAAM+wdGml6ndsMDuGbdTW+rRxY60++ugjQ+YdOnRIDQ0NampqMmReKaMMAMCP2LF9nZZxu6AgHA6HfvLH7+vYsWML3g4YCoV07Ngx7du3j3dHzAJvIASA53j0TUonPjmvmRn+uMy36elp/c1f/4UqFjkUCoUWfDbB4OCgysvL85C0tLAyAADPseQFj/wNG82OYQvl5eX6N/v+WqOj1/Tee+8pmUzO6fNPTi0cGxvT4cOHKQKzRBkAgFnwbVur5curzI5hC5s2bdFf/tXfamBgUK2trbO+ZRAKhdTa2qrBwUH19vZyfPEcUAYAYBbKysoUaNkqp5M/Ngvh9dff0KlTp+R2uxUMBtXZ2akTJ048te0wlUqpr69PnZ2dCgaD3x1b3NHRYVJya+KZAQCYg4vxWzr/xTWzY5S0xRUuvfvui/K4K5TJZNTd3a2DBw8qFnt8doHP51NVVZXGx8cVj8eVzWbV0NCgffv2ae/evXK5XGZ/C5ZDGQCAOcjlcvr1b6K6d8/YN+XhsbIyhzreaNDKlS9877/ncjlFIhGFQiFFo1GlUil5PB75/X4FAgE1NTWxa2ABKAMAMEeJRFonPjmv6eyM2VFKzs7mOtXVVZsdw3a4+QUAc+T1utXYuMnsGCVnS101RcAklAEAmIetW9Zo1R8sZWP+Vq70qunlzWbHsC3KAADMg8PhUMvOLSpnd8GCud2L1PbqdpWV8XNpFn7mAWCeqqoW66WXasyOYWlOZ5lea9uuxYvZAWAmygAALEBdbbWqVy8xO4Zl7XylTsuX8TIns1EGAGABvrtdUO40O4rl+LatU82mVWbHgCgDALBgHk+FXuZ2wZxUVy/Vi42c91AsKAMAYIC62mpVVy81O4YlVFUtVrB1Gw8MFhF+JQDAIC076+Rycbvgx5Q7y/RacLsWLeI0wWJCGQAAg3jcFWp6udbsGEUtENiqJUs8ZsfAH6AMAICBNtes0to1y8yOUZQa6jdow/oVZsfAD6AMAIDBdr5SxzL4H1i7Zpka6jeYHQPPQBkAAIO53YvUzO2C73i9br3aupVTBYsYZQAA8mDTppVav2652TFM53I59VrbdrlcrJQUM8oAAOTJK811qqiw92t2Xw1s0wtet9kx8ByUAQDIk8WLXWq28Ul8LzZu0tq1PExpBZQBAMijjRtXasMG+z1Bv2HDCu3Yvt7sGJglygAA5NkrTbW2ul2wZIlHgZ1bzI6BOaAMAECeVVS49EqzPXYXVFS41N62nYObLIYyAAAFsGH9Cm3auNLsGHnlcDgUfHWbKisXmx0Fc0QZAIACaXp5sxYvXmR2jLx5+aUarV61xOwYmAfKAAAUSEWFSztL9HbB5ppV2rZ1rdkxME+UAQAooHXrlmtzzSqzYxhq+bIqvdJcZ3YMLABlAAAK7OWXSud2weIKl9rafHI6+evEyvjVA4ACW7SoXC2vWP9f0mVlDrW1bZfHXWF2FCwQZQAATLB27TJt3rza7BgL0txUq5UrvGbHgAEoAwBgkqaXauTxWPNf1VvqqlVXW212DBiEMgAAJnG5yrXTgrcLVq70qsnGZy6UIsoAAJhoTfVSS/0L2+1epLZXt6usjL8+Sgm/mgBgspdetMbtAqezTO1t27V4sX3OWbALygAAmMzlcirQUvwH++x8pU7LllWZHQN5QBkAgCKwetUSbd2yxuwYz+Tbtk41m0rrZUn4HcoAABSJFxs3qaqq+A75qa5eqhcbN5odA3lEGQCAIlFe7lRgZ3HdLqiqWqxg6zYeGCxx/OoCQBFZufKFojnwp9xZpteC27VoUbnZUZBnlAEAKDKN/o3yFsHtgkBgq5Ys8ZgdAwVAGQCAIlNe7lRLy1Y5HA7TMjTUb9CG9StMuz4KizIAAEVo5QqvfNvMuV2wbu0yNdRvMOXaMAdlAACKlL9ho7xed0Gv6fW61Rowd1UChUcZAIAi5XSWKdCypWB/MbtcTrW3bZfLxQODdkMZAIAitmK5Vzu2ryvItV4NbCv4SgSKA2UAAIpc/Y4NeX+q/8XGTVq7dller4HiRRkAgCLndJYpsDN/tws2bFihHdvX52U2rIEyAAAWsGxZlep3GP8X9tKllUX31kMUHmUAACyifsd6LV1aadi8igqXXgv6VF7uNGwmrIkyAAAWUVb2+HZBWdnCbxc4HA4FX92mykrz33QI81EGAMBCli6tVP2Ohb8Q6OWXarR61RIDEqEUsJkUACxmx/Z1unXrvh48TEqScrmcRkbiunI5puvXr2pqalKLFlVo48Y6bdlar9pa3/cePtxcs6poDkNCcXDkcrmc2SEAAHPz6FFK//TxWfV9fFwf/+qorl8fkdPp1Nat2+T1epVIJHT58iVls1lt3Firn/zx+3r3j97T6tVL9dabfjmdLAzjdygDAGBBQ0ND+rM/+1eKxaL60z/9U/30pz9Ve3u73O7fvTQonU6rv79fH330kY4dO6a6uu36+//zCwVaXjExOYoRZQAALObkyZPatWuXampq1NPTo5aWlud+JhQKac+ePRobG1Nvb686OjoKkBRWQRkAAAsZGhpSMBhUW1ubjh8/rsrK2W81TCaT2r17twYHBzUwMKDGxsY8JoWVUAYAwCIymYyCwaAmJiZ05syZORWBJ5LJpFpbW+V2uzUwMCCXy5WHpLAaniABAIvo7u5WJBJRT0/PvIqAJFVWVurw4cMKh8Pq7u42OCGsipUBALCAXC4nv98vv9+vI0eOLHheZ2enYrGYhoaGCnZEMooXKwMAYAHhcFixWExdXV2GzOvq6tLw8LAikYgh82BtlAEAsIBQKCSn06n29nZD5rW3t8vpdCoUChkyD9ZGGQAAC4hGo/L5fN97j8BCeDwe+Xw+RaNRQ+bB2igDAGAB6XRaXq/X0JlVVVVKpVKGzoQ1UQYAwALcbrcSiYShM8fHx+XxeAydCWuiDACABfj9fsXjcaXTaUPmpVIpxeNx+f1+Q+bB2igDAGABgUBA2WxW/f39hszr7+9XNptVIBAwZB6sjfcMAIAF8J4B5BMrAwBgAQ6HQ/v379fRo0cXvB0wFArp2LFj2rdvH0UAklgZAADLMPpsgsHBQZWXl+chKayGlQEAsAiXy6Wenh6NjY1p9+7dSiaTc/r8k1MLx8bGdPjwYYoAvkMZAAALaWxsVG9vrwYHB9Xa2jrrWwahUEitra0aHBxUb28vxxfjeygDAGAxHR0dGhgYkNvtVjAYVGdnp06cOPHUtsNUKqW+vj51dnYqGAx+d2xxR0eHSclRrHhmAAAsKpPJqLu7WwcPHlQsFpPT6ZTP51NVVZXGx8cVj8eVzWbV0NCgffv2ae/evXK5XGbHRhGiDACAxeVyOUUiEYVCIUWjUaVSKXk8Hvn9fgUCATU1NbFrAD+KMgAAgM3xzAAAADZHGQAAwOYoAwAA2BxlAAAAm6MMAABgc5QBAABsjjIAAIDNUQYAALA5ygAAADZHGQAAwOYoAwAA2BxlAAAAm6MMAABgc5QBAABsjjIAAIDNUQYAALA5ygAAADZHGQAAwOYoAwAA2BxlAAAAm6MMAABgc5QBAABsjjIAAIDNUQYAALA5ygAAADZHGQAAwOYoAwAA2BxlAAAAm6MMAABgc/8f+IBwpZxXpRgAAAAASUVORK5CYII=", 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\n", 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" ] @@ -364,7 +356,6 @@ ] }, { - "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -379,7 +370,7 @@ "outputs": [ { "data": { - "image/png": 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", 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\n", 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NIdBLgeRwFUZH+WDG4AAkhCghCEKvvT4RUX/CkNQNjXojrvloN44WazB1kD++WjoeEglvSHSKKIqoqNehqLYJxXVNKKptRIVGB53RDJ3BBJ3RDL3JDFcXKdxcJHBzaZ0lksFDYfmvu9wya+Qml8JoFtGsN6GxZbapUtOMwtomHC/V4GRFA0zmtn+dA70UmDkkADOHBGJqvD+Uri4OeieIiPoehqQuMplF3P3NAfyVXg4fdxeseWg6lzrIoZr0JqSXqnG4UI1d2VXYmVWNptMO7ZVKBIyJ9MGMIQGYMTgAiaGcZSIiOheGpC4QRRHP/HYMX+7Oh1wmwfLbJ2BstK9drk1kLzqjCftya7ElswJbTlQiq6KhzecDvBSYFu+P8dG+GBvtg1h/T86EEhGdhiGpk4wmM/656gh+2F8EAHj3+lG4JDm029cl6mmFNY3YeqISWzIrsSu7Co16U5vPe7u7YHSkD4YGe2FwkBfigzwRF+AJVxe2NCCigYkhqRNqtXr87cfD2JRRAYkA/PeK4bhuPLtqU9+jM5pwIK8WO7OrsD+vFoeL6tBsaH+gr0QAgpSuCPV2Q6i3G8K83RDmbfl1mI8bQlRuULrKuGxHRP0SQ1IHbc6owOMr01BRr4NCJsE7i0dhXmKwHUdK5Dh6oxnppRocKqjFiYoGnCyvx4nyBqibDOf9Wk+FDKHep4JUqMrVGqjCfd0RrHSFlMt4RNQHMSSdgyiKSC2oxet/ncDOLMtp8IMCPfHmtSORFKbqieESOQ1RFFHVoEdxXRNKWj6Kai3/La5rQqm6GTVa/XmvI5MICPV2Q4SvGyJ83BHu44YI35b/+rjD31PBWigickoMSWcQRREnKxqwOaMCP6cWI7O8HoClk/Itk6Lx2PwhrNEgatGkN6FEfSpEFdc1W/7b0vKgpK7Jeubd2ShkEoT5WGae/D0V8PWQt/vwOKMVgrtc1uuzU6IowixadraazCJMogiTyfJfo9kMiSDARSKBTCpYPiQSzqAR9XEMSQCOFKmx9lgp0ks0OFKsQVWDzvo5hUyChSND8cAF8Yjwde+tYRP1CyaziDJNM4pqGlFYa+kTVVhj+W9RbRNK1U04T4Y6K7lMArlUYg0kMoklnLhILeFEJhEgEQSYRRGiCIiwhBzR+mtYP2cyizCLYrsAZGz9/5bHO0sQcCo4SQTIpJZxto5RKhEgCIBUsIxVIhEglcDy/4IAiYCW5wiQCpbnSyQCpC2PS9o8Jpz22KnPy1o+L5MIkLa8T63vj1R66n2y/PqMz0tawx4AWMZq+T9Y69CElt9n6+9XgGB58FzPa7mWNUK2fp31Gq3Xa/+agmB5fwS0/Lfl85LTPydY6ukAy3t45vskkeCM91No+34KYJ0dAQBkjh5AT2vNgBqN5qzP2ZNZiHfWHrf+Wi6TYGy0D2YPDcSFSSFQubkAMJ7zGkRkm5cEGObvgmH+LgDa/qBiMJlRpm5GSW0TStRNqG3Uo7bJgNoGveX/Gw2oa9RbjmVpObKlNas064D2h8A4H9P5n0JOqDWgQjg9lKJNoJKcFqysn2957PSQdXrQkwgCvr9rUofG4OXlxbDmYP1+JqmoqAgRERGOHgYREVGn9OSZo9Qx/T4kmc1mlJSU2C2RazQaREREoLCwcMB+8/I94HsA8D0A+B4AfA+AnnsPOJPkeP1+uU0ikSA8PNzu11UqlQP2H4RWfA/4HgB8DwC+BwDfA4DvQX8kcfQAiIiIiJwRQxIRERGRDQxJnaRQKPD0009DoVA4eigOw/eA7wHA9wDgewDwPQD4HvRn/b5wm4iIiKgrOJNEREREZANDEhEREZENDElERERENjAkEREREdnAkERERERkA0MSERERkQ0MSUREREQ29PuQJIoiNBoN2A6KiIj6O97z7Kvfh6T6+nqoVCrU19c7eihEREQ9ivc8++r3IYmIiIioKxiSiIiIiGxgSCIiIiKygSGJiIiIyAaGJCIiIiIbGJKIiIiIbGBIIiIiIrKBIYmIiIjIBoYkIiIiIhsYkoiIiIhsYEgiIiIisoEhiYiIiMgGhiQiIiIiGxiSiIiIiGxgSCIiIiKygSGJiIiIyAaGJCIiIiIbGJKIiIiIbGBIIiIiIrKBIYmIiIjIBoYkIiIiIhsYkoiIiIhsYEgiIiIisoEhiYiIiMgGhiQiIiIiGxiSiIiIiGxgSCIiIiKygSGJiIiIyAaGJCIiIiIbGJKIiIiIbGBIIiIiIrKBIYmIiIjIBoYkIiIiIhsYkoiIiIhsYEgiIiIisoEhiYiIiMgGhiQiIiIiGxiSiIiIiGxgSCIiIiKygSGJiIiIyAaGJCIiIiIbGJKIiIiIbGBIIiIiIrKBIYmIiIjIBoYkIiIiIhsYkoiIiIhsYEgiIiIisoEhiYiIiMgGhiQiIiIiGxiSiIiIiGxgSCIiIiKywaEh6cUXX8S4cePg5eWFwMBAXH755cjMzGzznJkzZ0IQhDYfd999t4NGTERERAOFQ0PS1q1bcd9992HPnj3466+/YDAYMG/ePGi12jbPu+OOO1BaWmr9ePnllx00YiIiIhooZI588bVr17b59RdffIHAwEAcOHAA06dPtz7u7u6O4ODg3h4eERERDWBOVZOkVqsBAL6+vm0e//bbb+Hv74+kpCQ88cQTaGxsPOs1dDodNBpNmw8iIqL+iPe8nuXQmaTTmc1mPPzww5gyZQqSkpKsj19//fWIiopCaGgo0tLS8PjjjyMzMxM///yzzeu8+OKLePbZZ3tr2ERERA7De17PEkRRFB09CAC45557sGbNGuzYsQPh4eFnfd6mTZswe/ZsZGVlIS4urt3ndToddDqd9dcajQYRERFQq9VQKpU9MnYiIiJH4D2vZznFTNL999+P1atXY9u2becMSAAwYcIEADhrSFIoFFAoFD0yTiIiImfCe17PcmhIEkURDzzwAFatWoUtW7YgJibmvF9z6NAhAEBISEgPj46IiIgGMoeGpPvuuw/Lly/Hr7/+Ci8vL5SVlQEAVCoV3NzckJ2djeXLl+Oiiy6Cn58f0tLS8Mgjj2D69OlITk525NCJiIion3NoTZIgCDYfX7ZsGZYsWYLCwkLceOONOHr0KLRaLSIiInDFFVfgX//6V4fXWjUaDVQqFddniYio3+M9z74cvtx2LhEREdi6dWsvjYaIiIjoFKfqk0RERETkLBiSiIiIiGxgSCIiIiKygSGJiIiIyAaGJCIiIiIbGJKIiIiIbGBIIiIiIrKBIYmIiIjIBoYkIiIiIhsYkoiIiIhsYEgiIiIisoEhiYiIiMgGhiQiIiIiGxiSiIiIiGxgSCIiIiKygSGJiIiIyAaGJCIiIiIbGJKIiIiIbGBIIiIiIrKBIYmIiIjIBoYkIiIiIhsYkoiIiIhsYEgiIiIisoEhiYiIiMgGhiQiIiIiGxiSiIiIiGxgSCIiIiKygSGJiIiIyAaGJCIiIiIbGJKIiIiIbGBIIiIiIrKBIYmIiIjIBoYkIiIiIhsYkoiIiIhsYEgiIiIisoEhiYiIiMgGhiQiIiIiGxiSiIiIiGxgSCIiIiKygSGJiIiIyAaGJCIiIiIbGJKIiIiIbGBIIiIiIrKBIYmIiIjIBoYkIiIiIhsYkoiIiIhsYEgiIiIisoEhiYiIiMgGhiQiIiIiGxiSiIiIiGxgSCIiIiKygSGJiIiIyAaGJCIiIiIbGJKIiIiIbGBIIiIiIrKBIYmIiIjIBoYkIiIiIhsYkoiIiIhsYEgiIiIissGhIenFF1/EuHHj4OXlhcDAQFx++eXIzMxs85zm5mbcd9998PPzg6enJ6688kqUl5c7aMREREQ0UDg0JG3duhX33Xcf9uzZg7/++gsGgwHz5s2DVqu1PueRRx7B77//jh9//BFbt25FSUkJFi1a5MBRExER0UAgiKIoOnoQrSorKxEYGIitW7di+vTpUKvVCAgIwPLly3HVVVcBADIyMjBs2DDs3r0bEydOPO81NRoNVCoV1Go1lEplT/8WiIiIHIb3PPtyqpoktVoNAPD19QUAHDhwAAaDAXPmzLE+Z+jQoYiMjMTu3bsdMkYiIiIaGGSOHkArs9mMhx9+GFOmTEFSUhIAoKysDHK5HN7e3m2eGxQUhLKyMpvX0el00Ol01l9rNJoeGzMREZEj8Z7Xs5xmJum+++7D0aNH8d1333XrOi+++CJUKpX1IyIiwk4jJCIici685/UspwhJ999/P1avXo3NmzcjPDzc+nhwcDD0ej3q6uraPL+8vBzBwcE2r/XEE09ArVZbPwoLC3ty6ERERA7De17PcuhymyiKeOCBB7Bq1Sps2bIFMTExbT4/ZswYuLi4YOPGjbjyyisBAJmZmSgoKMCkSZNsXlOhUEChUPT42ImIiByN97ye5dCQdN9992H58uX49ddf4eXlZa0zUqlUcHNzg0qlwm233YZHH30Uvr6+UCqVeOCBBzBp0qQO7WwjIiIi6iqHtgAQBMHm48uWLcOSJUsAWJpJ/u1vf8OKFSug0+kwf/58vP/++2ddbjsTt0MSEdFAwXuefTlVn6SewG8YIiIaKHjPsy+nKNwmIiIicjYMSUREREQ2MCQRERER2cCQRERERGQDQxIRERGRDQxJRERERDYwJBERERHZwJBEREREZANDEhEREZENDElERERENjAkEREREdnAkERERERkA0MSERERkQ0MSUREREQ2MCQRERER2cCQRERERGQDQxIRERGRDQxJRERERDYwJBERERHZwJBEREREZANDEhEREZENDElERERENjAkEREREdnAkERERERkA0MSERERkQ0MSUREREQ2MCQRERH1M2az6Ogh9AsMSURERP2MSWRIsgeGJCIion7GxJkku5A5egDUMSaziDJNM8rUTYjwdUegl6ujh0RERE6KE0n2wZDk5HRGE97dlIVPt+eiyWCyPp4YqsSi0eG4ZVIUZFJOCBIR0SmC4OgR9A8MSU5MFEU88v0h/HmkDADgIhXg76lAqboZx0o0OFaSju0nK/H+DaPhLucfJRERWUglTEn2wDurE/txfxH+PFIGF6mAN64diQVJIZBKBFQ16PBHWileXHMcWzIrccOnKVhxx0S4ukgdPWQiInICEk4l2QXXaZzYpztyAACPzB2MS5JDrT8Z+HsqcMvkaCy/YyK83V1wsKAOr67LdORQiYjIiXAiyT4YkpxYcW0TAODCxGCbnx8d6YNXrxoBAPhuXyG0OmOvjY2IiJyXwJkku2BI6gPOtbZ8wdBAxPh7oEFnxO+HS3pxVERERP0bQ5IT8/WUAwDSSzRnfY5EImB+y0xTeunZn0dERESdw5DkxC5JDgUAfLI955wt5uUy/jESERHZG++uTuzWydFQyCRILajDK+vPXpidml8LAPBUcLMiERGRvTAkObFApSv+e8VwAMAHW7LxyrqMdsXZG9LLsSOrCi5SAYvHRzpimERERP0Spx6c3JVjwlFU24Q3NpzAe5uz8W1KAaYM8keQlyuOFNdhX55lFunGiVGI8HV38GiJiIj6D4akPuDB2YMQG+CB19ZnIq+6EX+klVo/JwjArCGBeGTuYAeOkIiIqP9hSOoDBEHApSNCcdHwEGw7WYnsigaUqZsR4u2Gi4YHI0Tl5ughEhER9TsMSX2IVCJg1pBAzBoS6OihEBER9Xss3CYiIiKygSGJiIiIyAaGJCIiIiIbGJKIiIiIbGBIIiIiIrKBIYmIiIjIhi6FpBkzZuCrr75CU1OTvcdDRERE5BS6FJJGjRqFxx57DMHBwbjjjjuwZ88ee4+LiIiIyKG6FJLefPNNlJSUYNmyZaioqMD06dORkJCAV199FeXl5fYeIxEREVGv63JNkkwmw6JFi/Drr7+iqKgI119/PZ566ilERETg8ssvx6ZNm+w5TiIiIqJe1e3C7b179+Lpp5/Ga6+9hsDAQDzxxBPw9/fHJZdcgscee8weYyQiIiLqdYIoimJnv6iiogJff/01li1bhpMnT+LSSy/F7bffjvnz50MQBADAjh07cOGFF6KhocHug+4MjUYDlUoFtVoNpVLp0LEQERH1JN7z7KtLB9yGh4cjLi4OS5cuxZIlSxAQENDuOcnJyRg3bly3B0hERETkCF0KSRs3bsS0adPO+RylUonNmzd3aVBEREREjtalmqSnn34adXV17R7XaDS44IILujsmIiIiIofrUkjaunUr9Hp9u8ebm5uxffv2bg+KiIiIyNE6FZLS0tKQlpYGURSRnp5u/XVaWhoOHjyIzz77DGFhYR2+3rZt23DppZciNDQUgiDgl19+afP5JUuWQBCENh8XXnhhZ4ZMRERE1CWdqkkaOXKkNazYWlZzc3PDO++80+HrabVajBgxAkuXLsWiRYtsPufCCy/EsmXLrL9WKBSdGTIRERFRl3QqJOXm5kIURcTGxmLv3r1tdrXJ5XIEBgZCKpV2+HoLFizAggULzvkchUKB4ODgzgyTiIiIqNs6FZKioqIAAGazuUcGY8uWLVsQGBgIHx8fXHDBBXj++efh5+d31ufrdDrodDrrrzUaTW8Mk4iIqNfxntezOhySfvvtNyxYsAAuLi747bffzvncyy67rNsDAyxLbYsWLUJMTAyys7Pxz3/+EwsWLMDu3bvPOmP14osv4tlnn7XL6xMRETkz3vN6Voc7bkskEpSVlSEwMBASydnrvQVBgMlk6vxABAGrVq3C5Zdfftbn5OTkIC4uDhs2bMDs2bNtPsdWqo6IiGD3USIi6nd4z+tZHZ5JOn2JrTeX204XGxsLf39/ZGVlnTUkKRQKFncTEdGAwHtez+r2Abe9qaioCNXV1QgJCXH0UIiIiKif61JIevDBB/H222+3e/zdd9/Fww8/3OHrNDQ04NChQzh06BAAy+65Q4cOoaCgAA0NDfj73/+OPXv2IC8vDxs3bsTChQsxaNAgzJ8/vyvDJiIiIuqwLoWklStXYsqUKe0enzx5Mn766acOX2f//v0YNWoURo0aBQB49NFHMWrUKPz73/+GVCpFWloaLrvsMgwePBi33XYbxowZg+3bt3NqkYiIiHpclw64ra6uhkqlave4UqlEVVVVh68zc+ZMnKtufN26dV0ZHhEREVG3dWkmadCgQVi7dm27x9esWYPY2NhuD4qIiIjI0bo0k/Too4/i/vvvR2VlpfV4ko0bN+K1117Dm2++ac/xERERETlEl0LS0qVLodPp8MILL+C5554DAERHR+ODDz7AzTffbNcBEhERETlCh5tJnk1lZSXc3Nzg6elprzHZlUajgUqlYmMtIiLq93jPs68uzSSd7vRDbomIiIj6iw6HpNGjR2Pjxo3w8fHBqFGjIAjCWZ+bmppql8EREREROUqHQ9LChQut/YnOdb4aERERUX/Q7ZokZ8f1WSIiGih4z7OvPnV2GxEREVFv6fBym4+PzznrkE5XU1PT5QEREREROYMOhyQ2iSQiIqKBpMMh6ZZbbunJcRARERE5lS73STKZTFi1ahWOHz8OAEhISMDChQshk3W79RIRERGRw3Up0Rw7dgyXXXYZysrKMGTIEADASy+9hICAAPz+++9ISkqy6yCJiIiIeluXQtLtt9+OxMRE7N+/Hz4+PgCA2tpaLFmyBHfeeSd27dpl10H2d6IoIq+6EQfya3GivB6FNY2oqNdBZzTBaBLh5SqDys0F4T7uiAv0REKIEklhSihkUkcPnYiIqN/qUkg6dOhQm4AEWHa/vfDCCxg3bpzdBtffZZRp8HNqMX4/XIJSdXOnvlYulWB0lDfmJQTjwqRghHq79dAoiYior+nnLRB7TZdC0uDBg1FeXo7ExMQ2j1dUVGDQoEF2GVh/drRYjTf+OoGNGRXWx+RSCZLDVUgKUyHKzx0hKlcoXKSQCgK0OiNqGvXIq9Iiq6IBaUVqVGv12JNTgz05NXjuj3RcMCQQN02KwozBAR1u1UBERP1Tk8EElaMH0Q90KSS9+OKLePDBB/HMM89g4sSJAIA9e/bgP//5D1566SVoNBrrc9nx8xS90YxX12fi4205AACJAMxNCMIVo8Iwc0ggXF06tnwmiiJyq7TYnFmJdUfLsDevBhszKrAxowKJoUo8cMEgzE8MZlgiIhqgGnUmRw+hX+jSsSQSyalG3a034tbLnP5rQRBgMjn2D8pZWrQXVDfi3uUHcLTYEiAvGxGKh+fEIzbAs9vXzq5swDd78vH9vkI06i3v9/hoX/zn8kQMDWZIJSIaKFrveUdyS5AUHeLo4fR5XQpJW7du7fBzZ8yY0dnL25UzhKTcKi2u/nAXqhr08HF3wctXjcDchCC7v06tVo/Pd+bi0+25aDKYIJUIuHdmHB6cHQ8XKU+gISLq71rveSkZhRg/JNzRw+nzeMBtD6uob8aVH+xCYU0ThoUosWzJOASrXHv0NYvrmvDc7+lYe6wMADAiXIU3rxuFGH+PHn1dIiJyrNZ73qa0XMwaHu3o4fR5Ha5JSktLQ1JSEiQSCdLS0s753OTk5G4PrD8wmUXc9fUBFNY0IdLXHV8tHY8AL0WPv26Ytxs+vGkMVqeV4MlVR3G4SI3L3t2B928YjWnxAT3++kRE5FitpRfUPR0OSSNHjkRZWRkCAwMxcuRICIJgc4uhM9QhOYsVewtwsKAOXq6yXgtIp7skORRjonzwwPKD2J9fi1uX7cN/rxiOa8ZF9Oo4iIiodzUxJNlFh0NSbm4uAgICrP9P51bXqMer6zMBAI/NG4JoBy11hajc8O0dE/D4T2n45VAJ/rEyDY16I5ZMiXHIeIiIqOdpdUZHD6Ff6HBIioqKsv5/fn4+Jk+e3O6cNqPRiF27drV57kD13b5C1DUaMDjIEzdMiHToWBQyKd64diQCla74eFsOnvk9He4KGa4ZyxklIqL+qMnAmSR76NKWp1mzZqGmpqbd42q1GrNmzer2oPo6URTx04EiAMCtU2Igc4KdZYIg4IkFQ3HHNMsM0v+tTMPm05pZEhFR/6HVcybJHrp0927tgXSm6upqeHhwB1V2ZQOyKhogl0lwcbLz9KkQBAH/vGgYrhoTDrMIPLjiIAqqGx09LCIisrMmndnRQ+gXOtVxe9GiRQAsN9slS5ZAoThViGwymZCWlobJkyfbd4R9UGpBHQBgZIQ3lK4ujh3MGQRBwIuLhiO3SosD+bV4YEUqfrx7MuQyx892ERGRfTRyuc0uOnVnVKlUUKlUEEURXl5e1l+rVCoEBwfjzjvvxDfffNNTY+0zjhWrAVj6EzkjF6kEby8eBZWbCw4XqfHu5ixHD4mIiOyomSHJLjo1k7Rs2TIAQHR0NB577DEurZ1FVYMeABDu4+7gkZxdmLcbXrgiCfcvP4gPt2Zj0agwh+3AIyIi+2piTZJddGmN5emnn2ZAOgdNswEA4OXapfODe83Fw0MwLd4feqMZz/+R7ujhEBGRnTQbOZNkDx2+i48aNarDp8qnpqZ2eUD9ibMf+CIIAp65LBFzX9+KDccrkF6iQUIoD8QlIurrGvUs3LaHDoekyy+/vAeH0b+o3CzF2uomg4NHcn5xAZ64aHgIVqeV4v0tWXj3+tGOHhIREXWT3sCQZA8dDklPP/10T46jXwn0shxgW1jbN7bX3zMzDqvTSrHuWBnqGvXwdpc7ekhERNQNIpx8KaOP4L7vHjAsxAsAcLxU4+CRdExiqApDg71gMIn480iZo4dDRETkFLoUkiQSCaRS6Vk/BrrhLVv/Dxeq+8w2zMtGhgIANh4vd/BIiIiInEOXtl+tWrWqza8NBgMOHjyIL7/8Es8++6xdBtaXDQnyQrDSFWWaZuzOqcasIYGOHtJ5TYr1AwAcKKiF2SxCIulYkT4REVF/1aWQtHDhwnaPXXXVVUhMTMT333+P2267rdsD68sEQcAFwwKxPKUAa46U9omQlBiqgkImQV2jAQU1jeyZREREA55da5ImTpyIjRs32vOSfdYVo8IAAL8fLrX2TXJmcpkEYT5uAICSuiYHj4aIiMjx7BaSmpqa8PbbbyMsLMxel+zTxkb5ID7QE00GE77fW+jo4XRIiMqyK69M0+zgkRARUXcoZKwPtocuLbf5+Pi0aSwpiiLq6+vh5uaGb7/91m6D68sEQcDt02Lw+Moj+GBrNhZPiISnwrk7cMullsxsNHPrKBFRX+Ym5+Z1e+jSXfuNN95oE5IkEgkCAgIwYcIE+Pj42G1wfd2Vo8Px4dYc5FZp8fG2HDw6d7Cjh3ROppZsJO1gZ3UiInJO7nLn/qG8r+hS1FyyZAmuvfZaDBs2DH5+flCpVNDr9di+fTt+++03e4+xz5JJJXhs3hAAwIdbspFT2eDgEZ1bRcsym4+Hi4NHQkRE3eEm53KbPXQpaq5duxY333wzqqurIZ5xQJkgCDCZ+kZvoN5w0fBgTB8cgG0nKvHkqqP49vYJTrm9XhRF5FdbOoRH+3FnGxFRX+bOkGQXXZpJeuCBB3D11VejpKQEZrO5zQcDUluCIOD5hUlwdZFgd041Pt6e4+gh2XSsRIMmgwnucikifN0dPRwiIuoGdxcut9lDl0JSeXk5Hn30UQQFBdl7PP1SpJ87nr40EQDwyrpM7MurcfCI2tuUUQEAmDrIHy5SFvwREfVl7gr+O24PXXoXr7rqKmzZssXOQ+nfrhsXgctGhMJkFnHPNwdQ7ES9iIwmM37Yb2lTMGcYgy8RUV/Hwm376NK7+O677+Lqq6/G9u3bMXz4cLi4tC30ffDBB+0yuP5EEAS8uGg4TlY04HipBrcu24sf75oMlbvji6RXp5WiqLYJfh5yXDoi1NHDISKibmJNkn10KSStWLEC69evh6urK7Zs2dKmHYAgCAxJZ+GhkOHTW8Zi0fs7caK8Abcs24tvbp/g0P5J9c0GvLIuEwBw65Ro7oggIuoHXFmTZBddWm578skn8eyzz0KtViMvLw+5ubnWj5wc5yxMdhZh3m74aukEeLu74FBhHZYu24d6Bx5b8vzq4yiua0KErxtunRLjsHEQEZH9eCj4A689dCkk6fV6XHvttZBIWBjWFUOCvfDlrePhpZBhb14NFn+yB9UNul4fx8oDRfh+fyEEAXj1qhHwcPKO4ERE1DFuLgxJ9tCllHPLLbfg+++/t/dYBpQREd5YcedE+HrIcbRYg6s+3I2sivpee/3VaSX4x8o0AMC9M+MwIdav116biIh6FmuS7KNLUwcmkwkvv/wy1q1bh+Tk5HaF26+//rpdBtffJYWp8MNdk3DL53uRW6XF5e/twtuLR+KCoT27w+y7vQV48pejMJlFXDUmHH+bO6RHX4+IiHqXgjNJdiGIZ7bM7oBZs2ad/YKCgE2bNnVrUPak0WigUqmgVquhVCodPRybqhp0uO/bVKTkWvonLZkcjccvHGr3Iur6ZgP+/esxrDpYDAC4ekw4/ndlMqRO2AGciIg6r/Wel1lQhsERbOnSXV0KSX1JXwhJAKA3mvHc6nR8vScfABDj74EXrkjC5Dj/bl9bFEX8lV6O5/5IR2FNEyQC8Micwbj/gkFtdiYSEVHf1nrPyy2pRHRI9+8fAx1DkpPZklmB/1t5BGUth81eNiIUD86Ox6BAz05fSxRF7Myqxgdbs7AzqxqAZXfdW9eNxNhoX7uOm4iIHK/1nldaWY1gf/47310MSU5I3WjAK+sz8G1KAVr/dKYPDsCNEyIxY0gAFLJzL8MV1jTit8Ml+Dm1CNmVWgCAXCrB7dNicO+sQQ7ty0RERD2n9Z5XU1sHH2+Vo4fT5zEkObEjRWq8tfEkNmaUW8OSl6sM46J9MTTYCyEqVyhcpDCYzKiq1yOvWouDBbXIq260XsNDLsVVY8Jx29RYRPrx4Foiov6sL9/znBFDUh9QUN2IL3fnYXVaCco15++nJBGASXF+uCQ5FJckh8DL1fFHnxARUc/rD/c8Z+LQkLRt2za88sorOHDgAEpLS7Fq1Spcfvnl1s+Looinn34an3zyCerq6jBlyhR88MEHiI+P7/Br9KdvGLNZxKGiOhwrVuN4WT1qtXo0GUyQSQQEeCkQonLDiAhvjAz3dooz4YiIqHf1p3ueM3BocYpWq8WIESOwdOlSLFq0qN3nX375Zbz99tv48ssvERMTg6eeegrz589Heno6XF1dHTBix5JIBIyO9MHoSB9HD4WIiKjfc2hIWrBgARYsWGDzc6Io4s0338S//vUvLFy4EADw1VdfISgoCL/88guuu+663hwqERERDTBOe/habm4uysrKMGfOHOtjKpUKEyZMwO7dux04MiIiIhoInHYveFlZGQAgKKhtx9CgoCDr52zR6XTQ6U4VN2s0mp4ZIBERkYPxnteznHYmqatefPFFqFQq60dERISjh0RERNQjeM/rWU4bkoKDgwEA5eXlbR4vLy+3fs6WJ554Amq12vpRWFjYo+MkIiJyFN7zepbTLrfFxMQgODgYGzduxMiRIwFYphFTUlJwzz33nPXrFAoFFApFL42SiIjIcXjP61kODUkNDQ3Iysqy/jo3NxeHDh2Cr68vIiMj8fDDD+P5559HfHy8tQVAaGhom15KRERERD3BoSFp//79mDVrlvXXjz76KADglltuwRdffIF//OMf0Gq1uPPOO1FXV4epU6di7dq1A7JHEhEREfUuHktCRETUT/CeZ19OW7hNRERE5EgMSUREREQ2MCQRERER2cCQRERERGQDQxIRERGRDQxJRERERDYwJBERERHZwJBEREREZANDEhEREZENTnvALQEms4hjJWpkltUjr1oLqSDATS7D0BAvTIzxg5tc6ughEhER9VsMSU4ovUSDVQeL8NvhEpRrdDafI5dJMHdYEO6cHosREd69O0AiInJq/fzEsV7DkORE9uRU473NWdh+ssr6mJerDMPDVIgL8IQgAOomA/bl1qBE3Yw/jpTijyOlmDLID/9blIwIX3cHjp6IiJyFmRnJLhiSnECpugkvrcnAL4dKAABSiYALE4Nx6YgQzBoaCIWs7bKaKIpIL9Xg8x15+O1wMXZmVePCN7fh6UsTcfXYcAiC4IjfBhEROQkzZ5LsQhD7+ZycM5+IbDSZsWxnHl77KxPNBjMEAVg8PhL3zIjr8KxQYU0j/vbDYezNqwEAXDM2HM9dntQuWBERUf/Xes8rr6pBoJ+Po4fT5zEkOUh+tRYPrDiItCI1AGBslA/+fWkCksO9O30tk1nEh1uz8dr6TJhFYEyUDz65eSx8PeR2HjURETmz1nteWWUNgvwZkrqLLQB6mSiK+DYlHxe9tR1pRWooXWV46crh+PHuSV0KSIBlee6+WYOw7NbxULrKcCC/Ftd9vBtl6mb7Dp6IiPoEU/+e/+g1DEm9qFFvxP0rDuLJVUeh1ZswPsYX6x+ZgWvHRdqljmjG4AD8fO9kBCkVOFHegKs+3IX8aq0dRk5ERH0Ja5LsgyGpl+RUNmDR+7vwR1opXKQC/nXxMHx3x0QEq1zt+jqDAr3w092TEe3njqLaJtzwaQpK6prs+hpEROTcTCaGJHtgSOoF+/JqsOiDXcgoq4e/pwLL75iI26fFQiLpmV1oEb7u+OHuSYhqCUqLP9mDUjWDEhHRQKE3mh09hH6BIamH/XmkFDd8moK6RgNGRHjjz4emYly0b4+/bqCXK1bcMRERvm7Ir27EzZ/thbrR0OOvS0REjtdsNDl6CP0CQ1IP+jm1CPcvT4XeaMa8hCB8d8dEBHrZd3ntXEK93bDijokIUipwsqIBt325D016/sUhIurvdAxJdsGQ1EN+3F+Iv/14GGYRuHZsBD64cYxDzloL93HHl0stu97259figRWpMLEVKxFRv9Zs4HKbPTAk9YAN6eV4fGUaRBG4cWIkXlw0HNIeqj/qiKHBSny2ZBwUMgk2HK/AC38cd9hYiIio5+kYkuyCIcnOUgtqcf+KVJjFlu7XC5N6rEC7M8ZF++K1a0YAAD7fmYsvd+U5dkBERNRjWJNkHwxJdlShacadXx1As8GMmUMC8MIVw53qHLVLkkPx9/lDAADP/n4M205UOnhERETUExqajY4eQr/AkGQnRpMZD6w4iKoGHYYGe+G960fDRep8b++9M+Nw9ZhwmEXg/uWpyK1is0kiov5G3czdzPbgfHfxPuqjbTlIya2Bh1yK928YDQ+FzNFDskkQBDx/RRJGR3pD02zE7V/uQz3/MhER9SuaJv67bg8MSXaQVdGAtzacBAD8Z2ESYgM8HTyic1PIpPjwpjEIVroiu1KL/1t5BP38nGMiogFFzZBkFwxJ3SSKIp765Sj0Jksd0qLRYY4eUocEerni/RtHQyYR8MeRUhZyExH1I5xJsg+GpG7aeqISu3OqIZdJ8NzCJKcq1D6f0ZE++OdFwwAA//0zA0eL1Q4eERER2QNnkuyDIakbRFHEy2szAQC3TIpChK+7g0fUebdOicbchCDoTWY89N1BNBu4bZSIqK9TN3F3mz0wJHXD1hOVSC/VwEMuxT0zBzl6OF0iCAJeujIZgV4KZFdq8cZfJxw9JCIi6iZuyLEPhqRu+GR7DgDg2nGR8PWQO3g0XefrIcd/rxgOwPJ7Si2odfCIiIioO2q1ekcPoV9gSOqi3CotdmZVQyIAS6dGO3o43TYnIQiLRoXBLAL/tzINeiNb2hMR9VV1TUbuWrYDhqQuWnmgCAAwfXAAwn36Xi2SLU9dkgA/DzlOlDfgw63Zjh4OERF1kcFkRqOeNabdxZDUBaIo4rfDJQCARaPDHTwa+/HxkOPflyYAAN7dnIWi2kYHj4iIiLqqhktu3caQ1AXZlQ0oqGmEXCrB7KGBjh6OXV02IhQTY32hN5rxvzUZjh4OERF1UW0jQ1J3MSR1wZZMy8GwE2J9nfb4ka4SBAFPXZIAQQBWp5WyiJuIqI/iTFL3MSR1wc6sKgDA9PgAB4+kZySGqnBVyzLia+szHTwaIiLqCs4kdR9DUicZTGak5NYAAKYM8nfwaHrOQ3Pi4SIVsDOrGruzqx09HCIi6qQaLXsldRdDUidlltWjUW+C0lWGocFejh5Ojwn3cce14yIAAB9wpxsRUZ9Tx5mkbmNI6qRDhXUAgBER3pBI+s45bV1x57Q4SCUCtp2oxJEinutGRNSXsCap+xiSOim9VAMAGB6mcvBIel6knzsuTQ4BAHy+M9fBoyEios5gSOo+hqROyiyrBwAM6cdLbadbOjUGALA6rQQVmmYHj4aIiDqqQcdDbrurf+1f7wVZFQ0AgPjA3glJOqMJWzIrsSWzEg06I4wmM2IDPDAlzh9jon2gkEl79PWTw70xKtIbBwvqsDK1GPfMjOvR1yMiIvvQMiR1G0NSJ9Q16qFusuwWiPbv2aNIRFHEJ9tz8M6mLNQ3t/9Gf29zNoKUCjw6dzCuHhPRo/VR146NaAlJRbh7RiwEoX/XYhER9QdaHY8l6S6GpE7Ir7Yc0xHopYC7vOfeuka9EX//MQ1/HCkFAAQrXXFxcgjCvN0AAEeK1dh+shLlGh0eX3kE3+0rxEc3jkGg0rVHxnNxcgie+f0YsioacLCwDqMjfXrkdYiIyH60es4kdRdDUicU1TYBAMJ93HrsNQwmM25dtg8puTVwkQp45rJELB4X2W6mSGc04evd+Xhrw0kcLKjDFe/vwpdLx2FQDywDerm64MLEYPxyqASrUosZkoiI+gAut3UfC7c7objOMpMU5tNzS21vbjiBlNwaeCpk+Pb2ibhhQpTNpTSFTIrbp8Vi9YNTEe3njuK6Jlzz0R7kV2t7ZFxXjrF04P49rQQGk7lHXoOIiOxHq+dyW3cxJHVCSZ1ld1eod88sa6UV1eHDrTkAgJevSsb4GN/zfk2UnwdW3jMZSWFK1Gj1uPubVDQb7P8XY3KcP/w95ahrNGBPDjtwExE5O73RzB9qu4khqRNK1ZbltlCV/ZfbzGYRj688ApNZxCXJIbhoeEiHv9bPU4FPbx4HPw85jpdq8Ozv6XYfn1QiYG5CMABgzdEyu1+fiIjsr5HF293CkNQJxXWWkNRaQG1PW09U4nipBp4KGf6zMKnTXx+scsXbi0cBAFbsLcDWE5X2HiLmJQYBADZnVEAURbtfn4iI7MNFainTYPF29zAkdUJhjSUkRfjavybpk+2WZbbF4yPg6yHv0jWmDPLHksnRAID//H4MRjtPs06K9YOriwSl6mYcK9HY9dpERGQ/cpnl9q43crmtOxiSOkjdZLD2SLL37rasigbsyq6GRACWTInp1rUemTsYPu4uyK7U4pdDJXYaoYWrixQzBgcAANYf45IbEZGzUkgtt3cdQ1K3MCR1UGGNZWebv6ccHgr7dk5YnlIAALhgaFC3l/JUbi64a4alK/ZbG0/YvWhvfqKlLmndsXK7XpeIiOyndSZJZ2RNUncwJHVQQUtICrfz9v9mgwkrU4sAADdMiLTLNW+eFAV/TwUKa5rwy8Fiu1yz1eyhQZBKBGSW11uDIxEROReFi+XIKi63dQ9DUgflVln6D8X4e9j1ultPVELdZECw0hXTW5ayustdLsPt0yzLdst25tm1yFrl7oJx0ZZmkhuOczaJiMgZKWRcbrMHhqQOymsJSdF+9g1Jvx221A1dkhwCqR3PX7tuXAQUMgnSSzU4WFhnt+sCwJxhll1uDElERM7JRcrlNntgSOqgrMoGAMCgQE+7XbO+2YAN6ZagcfmoMLtdFwC83eW4JDkUwKmaJ3uZ3RKSUnJqoGk22PXaRETUfdaZJANnkrqDIakDRFFEVoX9Q9KaI2XQGc2IC/BAYqjSbtdtdcNES43T74dLUNeot9t1Y/w9EBvgAaNZxOaMCrtdl4iI7EMha6lJYsftbnHqkPTMM89AEIQ2H0OHDu31cZSom1HfbIRMIti1JmnFPssMz1VjIiAI9ltqazUqwhsJIUrojGb8dKDIrtdunaX6OdW+heFERNR9cpnlnsKZpO5x6pAEAImJiSgtLbV+7Nixo9fHcLylceKgQE/rtsruyijT4GBBHWQSAVe1HB5rb4Ig4MaJUQCA5XsL7FrAvahleXD7yUqUqZvtdl0iIuo+BVsA2IXThySZTIbg4GDrh7+/f6+P4WiJGgCQEGK/JbFv91hmkeYmBCHAS2G3657pspGh8JBLkVOpRUpujd2uG+3vgXHRPjCLsLYwICIi5+DCZpJ24fQh6eTJkwgNDUVsbCxuuOEGFBScuwhZp9NBo9G0+eiuo8WWkJQUpur2tQBLwfaqlv5FN7XM9PQUT4UMC1tmfb7Zk2/Xa187zlLz9N2+ApjMPMuNiKi3ne2e11qTxJDUPU4dkiZMmIAvvvgCa9euxQcffIDc3FxMmzYN9fX1Z/2aF198ESqVyvoRERHRrTGYzSJSC+oAACMi7BOSvttbiAadEXEBHpgU52eXa57LjRMsQWzN0TKUtBzSaw8XDw+B0lWGwpombGIBNxFRrzvbPc9NYQlJWh0PuO0Opw5JCxYswNVXX43k5GTMnz8ff/75J+rq6vDDDz+c9WueeOIJqNVq60dhYWG3xpBZXo8arR5uLlIMD/Pu1rUAy/rwZztyAQB3TY/rkYLtMyWEKjEp1g8ms4gvduXZ7bpucikWt3QJf3dzll1rnoiI6PzOds9TKlwAgG1ausmpQ9KZvL29MXjwYGRlZZ31OQqFAkqlss1Hd+zMqgIAjIvxtUvR9nd7C1GmaUaQUoGFo0K7fb2OumO6pQP3N3vyUau1XzuA26fGws1FisOFdVhzlIfeEhH1prPd87zcLGeMqps4k9QdfSokNTQ0IDs7GyEhIb32mttPWkLS9PjuF4zrjCZ8sCUbAHD/rEHWNePeMGtIIBJClGjUm7BsZ67drhvgpcCd02MBAC+uOc6dFERETsCr5SB2TRNnkrrDqUPSY489hq1btyIvLw+7du3CFVdcAalUisWLF/fK6zcbTEjJrQYATLVDSPpmTwHKNM0IVrrimnHdq5XqLEEQ8MAFgwAAn+/MQ1WDzm7XvmtGLAK9LAfqvrXhpN2uS0REXePlxuU2e3DqkFRUVITFixdjyJAhuOaaa+Dn54c9e/YgIMA+B8Gez97cGjQbzAhWumJIkFe3rqVpNuDdTZYA8dCc+F6dRWo1PzEYyeEqNOiMeHPDCbtd110uw7OXJQIAPtiajV0tS5REROQYKldLSFJzJqlbnDokfffddygpKYFOp0NRURG+++47xMXF9drrb8msBABMH+zf7QLr9zZnobbRgLgAD1zdQ80jz0ciEfDkRcMAWM5za21tYA8LhofgunEREEXg/hUHkV+ttdu1iYioc5QtNUn2rEEdiJw6JDnalhOWbe2zhgR26zoF1Y1YtiMPAPDkxcMgkzrubZ8Q64dLkkNgFoHHV6bBaMdzfZ6+NBFJYUrUaPW4+fO9qNCwEzcRkSMEerkCAGobDawV7QaGpLPIqmhATqUWLlIBU7pZj/TfP49DbzJjWrx/twOXPTx9aSJUbi44VqLBu5vPvlOws9zkUnx+yzhE+Lohv7oR1368B3lVnFEiIupt3u4u1h3ZFRr71aAONAxJZ7E6rQQAMHWQP5Qta7tdse1EJdYeK4NUIuBfFyf0Sl+k8wnwUlhriN7aeBK7su1XQxSodMW3t01EmLcbcqu0uPz9naxRIiLqZYIgIFhpmU0q5fmaXcaQZIMoilidVgrg1Gn3XaE3mvHs78cAALdMisaQ4O4Vf9vT5aPCcO1YSw3RQ98dQrEdO3FH+rlj1X2TMSJchbpGA276fC9eWZeBZgOnfImIekuwyhKS7HnSwkDDkGTDyYoGZFU0QC6VYG5iUJevs2xnLrIrtfDzkOOhOfF2HKF9PHNZIoYGe6GyXodbPt+Lukb7FfgFerni+7smYdHoMJjMIt7bnI15b2zD5kweX0JE1Bti/T0AADkse+gymaMH4Iz+aJlFmhbf9aW2MnUz3t5o2fL/+IKhULl1/jo6owkpOTVILajFsRIN6hr1qG82wlMhQ4CXAoMCPTE+xhdjonzgLu/8H6WbXIrPl4zDovd3IauiAbd/uR/Lbh0Hr24sL57O1UWK168ZiXkJQXjmt3QU1DTi1mX7MGNwAO6aEYtJsX5OsfxIRNQfxQV4AgCyKxscPJK+iyHJhrUtx2tcmBTc5Wv8Z/UxaPUmjI70xlWjO7flv7CmEV/tzsPK1GLUdGD7ppuLFBcND8Hi8REYG+3bqdcK9XbDl0vH46oPd2F/fi0Wf7IHX9w6Hv6eik5d51wuTArB1PgAvPnXCXyxKw9bT1Ri64lKDAtRYumUaFw2MtQhfaOIiPqzuEDLTFJ2BUNSVwliPz+VVKPRQKVSQa1Wd+gct+zKBsx+bStkEgH7/zUH3u7yTr/mzqwq3PBpCqQSAb/fPxUJoR07P07dZMBHW7Px6Y5c6I2WrfkBXgpMjvPDyAhvBCtd4aGQoUFnRLmmGUeK1UjJqWlTTzQp1g93z4zD9PjO9XY6WqzGLZ/vRbVWjxh/D3x2y1jEtvwUYk95VVp8uiMHPx0oQrPB8nv095TjyjHhWJAUghHhKs4uERF10en3vDqDDNNf2Qy5TIJjz86HiwPbz/RVDElneG19Jt7ZlIWZQwLwxa3jO/16BpMZF721HScrGnDLpCg8uzCpQ1+3KaMc//jpiPW4kImxvrh9aixmDgk4Z18lURSRWlCH7/cV4JeDJdC39D0aFemNf8wfiklxfh0ee05lA276bC+K65rgLpfihSuScMWonml8Wdeox4q9hfhqd16bnRfBSlfMTwzC/KRgjI/2dWhPKSKivub0e56npxdG/mc9NM1G/Hb/FCSHezt6eH0OQ9JpzGYR01/ZjKLaJrx13UgsHBnW6df7bEcunludDh93F2x+bOZ5Z6L0RjOeW52Or/fkAwDiAjzwfwuGYc6wwE7PqBTXNeHT7Tn4bm8hmlp2ks1PDMKTFyUg0s+9Q9eo0DTjgRUHkZJbAwBYNDrM2lepJxhMZmxIL8fqtFJsyayAVn9qB5yvhxxzhwVh1tAAjIv2hZ8dlwCJiPqjM+95S7/Yh00ZFXjqkgTcNjXG0cPrcxiSTnMgvwZXfrAbHnIp9v9rLtzknauTqWrQYdarW1DfbMR/rxiO6ydEnvP5lfU63PPNAezPrwUA3DY1Bn+fPwSuLt2rz6mob8a7m7KwPKUARrMImUTA4vGReHhOfIeChsks4p1NJ/H2xpMwi5aw8siceCweH9mjMzvNBhN2ZVdh7dEy/JVejtrGtmcOxQV4YEKsHybG+mFSrB8CvBiaiIhOd+Y97/0tWXh5bSYWJAXjgxvHOHp4fQ5D0mme/f0Ylu3MwxWjwvDGtSM7/VqP/5SG7/cXYniYCr/cNwVSydlngrIqGnDTZykoVTfDy1WGtxePsns37owyDV744zi2n7Q0c/RSyPDg7HjcMjna2on1XPbm1uCfq44gq6XoLy7AA08sGIbZXZjl6iyjyYy9uTVYd6wMKbk1yCirb/ecIUFemBrvj6mD/DEq0rtL9WNERP3Jmfe8fXk1uPrD3fD3lGPfk3NY89lJDEktzGYRk/+3CWWaZnx681jMSehcf6SjxWpc+u4OiCKw8p5JGBN19l1m6SUa3Px5Cqoa9IgN8MAnN4+1btXsCbuzq/H8H+k4VqIBAISqXHHPrEG4Zmz4eXeVGU1mrNhbgNf/OmGd2YkP9MTNk6OxaFQYPBS9s0GyVqvHvrwapOTWYHd2NdJLNe2eE+HrhuQwb4yM8MbISG8MD1N1e1aOiKgvOfOe12wwYfRzf6FRb8Iv903ByAhvRw+xT2FIanEgvxZXfrALngoZDjw1p1Nb0kVRxOJP9mBPTg0WjgzFW9eNOutzjxSpccOne6BpNiIxVImvb5sAX4+enwExm0X8dKAIr67PREW9pTg8zNsND1wwCFeNCT/vMpq6yYAPtmTj69151rohL4UMV44Jx40TozAosOdCni01Wj12ZVdhx8kq7MmpRl51Y7vnyCQCEkKVGB3pg7HRPhgd6YMQlSt/kiKifsvWPe++5an4I60Ud02PxRMXDXPwCPsWhqQWz/x2DF/syjtvyLFlU0Y5ln6xH3KZBJv+NgPhPraLpHOrtLjqg12o1uoxJsoHny8Z12MF0WfTbDDh+32FeG9zVpuwdMPESFw3LvK8gU3TbMDKA0X4anc+ck/r4poYqsT8xGDMTQjC0GCvXg8i6iYDjharcbioDocK6nCwsA6V9e0PdfR2d8HgQC/EB3kiPtATg4O8EB/kBX9POcMTEfV5tu55a4+W4u5vUuHvqcCu/7ugQ+UWZMGQBMuS0sQXN6GqQYfPl4zFBUM7vtRmNJmxoGXL/10zYvHEAtspvVzTjCs/2IWi2iYkhSmx4o6Jne5sbTCZUaZuRpPBBKNJhJtcCj9PObwUsk7f4JsNJnyzJx8fbMlGdUvDSrlMgoUjQnHL5GgkhanO+fVms4gdWVX4anc+NmWUw3zad1G4jxvmDAvC3IQgjIv2dchfSFEUUVTbhNSCWqTm12J/fi0yyuphMtv+dvdxd0F8oBfiAj0xKNATcQEeiAvwRKi32zlry4iInImte57BZMbk/21CZb0Oby8ehctGdP1M0oGGIQmnmj96u7tg7z/ndOqm/v2+Ajy+8gi83V2w9e+zbM4MNRtMuOaj3UgrUiPazx0/3TO5Qx2tS+qasOF4Ofbl1eJwYR2K65ps3uQ9FTLEttzUk8JUGBGuwvBwVYeWDJsNJvx+uARf7c7HkWK19fEREd64NDkEFyeHIETlds5rVDfosDGjAuuPlWH7ySroWhphApYlubHRPhgb7YvRkT4YEaHq0hEq9tBsMCG7sgEnyxtworweJ8obcLKiHgU1jTjb3wK5TIIIHzcEq1wRpGz58FIgUOmKAC8F/D0VXQ6qRET2drZ73ht/ncBbG09icJAn1jw0nT/8dRBDEoB//3oUX+3Ox7VjI/DSVckdvrbeaMasV7eguK4J/7p4GG6fFtvuOaIo4rEf07AytQg+7i749b6p5+xZJIoi1qeX48tdedidU93u5i2XSeCpkEEiCGjSG9v0FTqdQibBmCgfTB8cgFlDAjE4yPOcN/HWppRf7srDmqOlMJhOvfDYKB9cnByCi4aHIEjpes73pFFvxPaTVdh4vBwbj1dYZ6laSSUCEkKUGBPlg9FRPhgT5YNQB9cJNekt4Smr4tRHTlUD8qoarc05z0culcDHwwU+7nJ4u1v+q3JzgdLNxfJfVxmUbi5QurpA6SaD0tUFKnfL53gkCxHZy9nueepGA6a/shnqJgNevioZ14yNcOAo+44BH5JEUcSU/21CiboZn90yFrOHdXyp7Zs9+fjXL0cR6KXAtn/MsrmT6uvdeXjq12OQCMDXt03AlEH+Z73ezqwqvLQ2A2lFp2Z0xsf4Yuogf4yJ8sGgQE8EeCogOe0ngCa9CYW1jcip1OJEeT3SitQ4WFDbLpyE+7hh9tBATI0PwKQ4P3ieY1daZb0Of6SV4I8jpdiXV2t9XBAsgWnmkEBMi/dHYqjqnD+NmM0ijpVosDevBqn5tTiQX4syTXO75wUrXTE6yhuJoSoMC/FCYqgKgV4Kh8/MmMwiimubUFTbiDJNM0rVzais16FcY/lvRb0O1Q26swbVjnKXS+HjLoefpxwBngp4u8vh72n5daCXKwKVCoSo3BCicuVuPSI6p3Pd8z7elo3//pkBb3cXrHt4+nl/6CWGJGSW1WP+m9vg6iLBoX/P6/BN6PRZpGcuTcCSKe07mWaUaXDZuzuhN5rxz4uG4s7pcTavVdeox3Orj2NlahEAy03z1inRWDw+8qxF4OciiiKyKhqwM6sKW09UYld2dZslMJlEwJiWsDNzSMA5C61L1U1Yc6QMq9NKkFpQ1+ZzKjcXTI7zw5RBll5FUX7u5w02xXVN1sCUWlCLYyUam0uI/p4KJIUpkRzujZERKoyO9HHaPkhNehOqtTrUNRpQo9WjrsmAukY91I0GqJsM0DQboGkyol7X8usmY8tjBpylROqsAr0UiPbzQLS/O+ICPBEf5ImhwUru2iMiAOe+5+mNZiz6YCeOFmswLd4fX946vs0P3dTegA9Jn27PwfN/HMf0wQH4amnHz2r7YV8h/rEyDQFeCmy3MYvUbDBh4bs7kVlej9lDA/HpLWNt3sQO5Nfinm8OoKJeB0EAbp4YhQdmx3eoZqmjmvQmbDtZie0nK7H9ZBXyz9guH6x0xayhAZgyyB/jY3wR6GX7p4uSuib8lV6OHVlV2JNdjXqdsc3nw33cMCXOco2Rkd6I8fM471/ARr0RhwrrkFakxvFSDdJLNMiubLAZHuICPDA+xg+jIi29kOICPPv0urrZLKJeZ0StVo+aRj2qG/SoatChtlGPmpb/r6jXWWax6pqtR83Y4u3uguFhKgwPU2FoiBJDg70Q6+/Bs++IBpjz3fOyKhpwyTvb0Www4+ZJUXj2skT+gHUOAz4kLf54D3bnVHfqXBtRFDHn9a3IrtSedYboxT+P46NtOfD3VGDtw9Nshp4f9xfiyVVHoTeZERvggVeuSj5nE0p7ya/WYuuJSmzJrMSu7Co0G9rW3cQGeGBCjB8mxvpiYqyfzSlZo8mMw0V12JlVjR0nq3CwsLZNHRMAeLnKMCLcGyMiVC3/9e7Q9G6T3oTjZRocKWrZ0l9Yh5xKbbvneSpkGBnhjbHRPpjQEp7663KUKIqobTSgsKYR+TWNyGmpoTpRXo/sSq3N2TiFTIKhIUokhSoxIsISLAcFePInR6J+rCN1uL8dLsFD3x2EKAIPzY7HI3MH9/Io+44BHZIadEaM+s96GEwitjw2E9H+Hh265o6TVbjxsxR4yKXY88/Z7bbyHy1W47J3d8As4qzduz/amo0X12QAAOYlBOH1a0ees06opzQbTEjJrcHmjIqW4z807YrFY/w9LOelxfmdtdBaqzNib56lG3Zqfi2OFKvbLPG1Cla6YkSECiMjfJAcrsKQYK8OzZrVaPU4kF+LfXk1OFxYhyPFajSeUQukkEkwLtoXMwZbZsWGBnsNiECgM5pwoqwBR4rVOFKsRmaZBpll9TZrpbxcZRgd6YNx0T4YE+WLpDBlp1tREJHz6mhvwNZ6WQC4aWIU/n1pAlw489zOgA5Jf6WX446v9iPKzx1b/z6rw9e846v9+Cu9HDdPisJ/Fia1+Zwoirjyg11ILajDJckhePf60e2+/pNtOXjhz+MAgHtnxuGxeUPOezM/ve9PdkUDCmoaUdNoQEOzAUazCIkgQC6VWHZOubkg0MsVQUoFwrzdEO7jjig/9w4dIaJuNGBvXg1ScqqRkluDYyXqdktfgV4KjIr0xqhISxfr5PD2x38YTGZkllkKyQ8V1iKtSI0T5fU2l9H8PeUYEuyFYcFKJIQqkRiqQlzAuZeKTGYRJ8rrsT+/Fvtya7A7p7pd80iVm4u18H3KIH/EBXgMmGlls1lEfk0jjharcbRYbV3SPHPJThCAWH8PjAj3tv6ZDgtR9ullTKKBrDPnlX663XIvEkVgyiA/vHf9aKet/XSUAR2S/vvncXy8LQeLx0fgxUUd2/pfpm7G5P9thFkENjw6HYMCvdp8/s8jpbj321S4uUix5e8z2y0v/bC/EP/4KQ0A8OjcwXhwdvxZX0sULbvDfk4txtqjpShRt98Z1hmBXgrEBnggvqXj9OAgLwwO8jpnl211k8EaQlJyq5FRWg/jGUlHJhGQGKbC2CgfjG3Z1h9oY1lNqzNau2IfLlQjvVSDvGqtzR5Fri4SJIQoMTLCB6MivTH6PK0CWovVt520FKvvz6tpN9MU5u2GGUMsLRGmDPJzWL8mRzGazMgoq8e+vBrsy6vBoYI6m99THnIpRkf5YGKsZck1OdybP2ES9RGdCUkAsP5YGR7+/hAa9SYEeinw/OVJmJcY3Asj7RsGdEi68oNdOJBfi1evHoGrxoR36HrvbDyJ1/46gfExvvjhrkltPmc0mTHn9a3Iq260uc57IL8W1328GwaTiHtmxuHxC4fafA1RFLHlRCXe3ZSFA/mntuDLJAKGh6swNFiJSF93BHgp4KmQQS4TYDJbdi7UNxtQ22hARX0zyjXNKKptQmFNo/VwWlt8PeQY1LJTqjU4DQm2HZ6a9CYcLVEjtWV3WmqB7eM/gpQKDA9TIamlmHh4uMpmQXij3oiT5Q3IKNPgeGk90ks0SC/VoOGMonDAMuM0MsIy2zE2ygcjIs5eg2QwmXG0WI1d2dXYlV2FfXm10J+2/OciFTAqwgcT4/wwJc4PoyJ9BmSr/qoGHY4UWWaaUgtqcaigrl1BvkImwYhwb4yL8cH4GD+Mi/YZcAGTqK/obEgCLIeu378i1Vr7eUlyCJ65LNGuG4j6qgEbkkxmEUlPr0OTwYQNj87o8AGt89/YhszyerxyVTKuPqMZ18oDRfjbj4fh5yHHtn/MarO8VavV4+K3t6NE3YyLhgfj3cWjbS6x5Vdr8fjKNOzJqQFgaVI4NzEIV4wMw5RB/nCTd60wWd1oQE5VA7IrtS0NE+uRWV6Pwpqms35NoJcCw0KUSAxVIilMhaRQFSJ83drM5rQuAx7Ir8X+/Brsz6tFZnm9zdmhQC+FNTCdKziZzSJyq7VIazmHLbWgDuml7VsFyGUSjI3ywdR4f8wYHICEEOVZZ5oa9UbsyanG5oxKbM6sQFFt29+3m4sU42N8MS3eH5PjBk4905lalzH35tZgT0419uRUtwvYcqkEo6O8MXNIIOYMCxpQy5hEzq4rIQmw1Ke+tfEkPt6WA5NZhKdChtunxeC2qTEDum5xwIak3CotZr26BQqZBOn/ubBDNRjZlQ2Y/dpWuEgF7H9yLlTup75xzGYRc97YipxKLR6/cCjumdl2x9s93xzAmqNliPX3wG8PTLVZpL1ibwGe/f0Ymg1muLpIcMOEKNw1Pdbm0pW9NOqNyK7QIquyvuW4DsuOqYKaRpvP93F3aRucwlTttvprdUYcL9VYC4mPFKnPuq0/SKlAQogSQ0OU1utG+3m0+/NoNphwrERjmfHIr0VKbg2qGtrOYAUrXTEt3h8zhwRiarz/WQ8PFkURBTWN2J1djZ3Z1didXYWqhrbNN3095BjTsnQ4KsIbyeHeXQ6ofZkoisip0mJ/Xg1ScmuQklOD4rq2ATPazx0zhwTigqGBmBTnx6U5IgfqakhqdaRIjSdWpeFosQaA5d/8e2bG4eZJ0f129/C5DNiQtCG9HLd/tR+JoUr88eC0Dl2rtafStHh/fH3bhDaf236yEjd9thderjLsfmJ2mxC0OaMCt36xDzKJgF/vn4LE0LaHx5rNIl5al4GPtuYAACbF+uGlK5PPeXwJYFlSyqnUIr9aizJNM6rqdWjQmdBkMMFsFmEWRcikEihkErjJpXB3kcLLVQbvlqMz/Dws544FeCna3di0OiMyyuqR3tK76GixGhllmnbb/AHL+WzDw1XWbeajIr3bzRA16o1ILzkVnNJagpOt7z4PuRSJLWfQjYq01CSdeX6cKIrIrtRiZ1YVtp+sxM6s6jZFyTKJgElxfpifGIwFScHwO8e0sSiKyCirx86sKuzIqkJKTk27AmepRMDQYC+MiPBGcks4jA/yHHBHioiiiLzqRmw7UYmNGRXYk13d5ugWpasMcxKCcHnLzCcLwIl6V3dDEmC5J605WobX/sq0LsH5eshx/fhI3DgxCsGqgdOpe8CGpM925OK51em4aHgw3r9hTIeutWTZXmzJrLTZG+m+b1Pxx5HSdjvedEYT5r2xDfnVjbhzeiz+edGwNl9nNot47MfD+PlgMQBLMff9swbZXOoRRREHC+uwOaMC205W4XiJpsNni52LIAB+HnKEeluOvgj1dkOYtxsifd0R7e+BSF93uLpIrVvN00vVONYSeNJLNDa3+of7uGFkhDdGhHtjeLglVJw5e9Y643S8rN7aSDKjTNOub1Pr9cZH+2JstC/Gx/i2W+JpNpiwL68GWzMty2nZp/VVkkoETI7zw8XDQzAvMficheqApbbrSLEaB/JrkJpvqdWpsFF3JZMIGBToifggS+PGKD/LLsJwH/d2x8f0Vw06I3acrMKWzApsOF7eZkYuSKnA5SPDsHBkGBJCu/aPNRF1jj1CUiujyYxVB4vx5oaT1hlkmUTAguEhWDI5GqMjvfv9UvuADUn/+T0dn+/MtRlcbDGazBj+zHo0GUxY89A0DAs5da0GnRGjn/sLeqMZqx+YiqSwUzNFX+/Jx1Mt57ttemxmu6Dw8toMvL8lGzKJgBcXDW9X5wRYiqW/31eAb1MKcLKioc3nPBUyxAZ4IETl2lLI7QJ3udT6E7zJLEJnNKFJb4ZWZzkao67RUtxdo9WhukHfbrfamQTBElIGBXhicLAXhgZ7ISHEsk0fAE6UN1jqhwotH7ZqkgQBGBTgaT1mZESEN4YGK9sVS5vMIrIrG5BWpMbhlmLi46Wadkt1QUoFpgzyx6whgZgxJADKM9bMc6u0WHesDH8eKW1zFp5UImDqIH9cPioU8xKCO9QWQRRFlKqbrdvojxTX4WixBuqmsxfDu0gFaxsGf08F/L0U8G2ZwfN2l0PpKrMegKt0c4G3m+XPrS//g2MyiziQX4vfDhdjdVop6k6rZUoMVeK6cRG4fFTYgK5vIOpp9gxJrYwmM/5KL8eynXnYm1djfXxYiBJXjrb8IBTg1T+LvAdsSHpwxUH8drgE/7p4GG6fFnve6xwtVuOSd3bAy1WGw/+e12aWYHVaCe5ffhDRfu7Y/NhM643OaDJj5qtbUFTbhGcvS8Qtk6PbXPPXQ8V46LtDAIA3rh2BK0a13WEniiJWHSzGS2szUK6xzGS4uUgxe1ggZgwOwPgYX0T4uHdrxsJsFlHbqEepurnlo6nlUNcm5NdokV/V2G63UyuFTIKEUCVGhHsjuWW5LcbPA40GEw4V1OFwUR3SiizBotTGVnO5TILElq8fEaFCcrjto0wadEYcyK/Fgbwa7M2rwcGCunZn0U2K88NFw0MwLyGo3dJabpUWf6SV4M8jZUgv1Vgfd5dLsSApBFeODsPEWL9OvY+iKKK4rgmZZfXIqmhAbpUW+dWNKKixHIZrqwP2+bhIBfi4y+HrIYe/p6LlYFtXhKjcEOHrjmg/d4R5u/WJo0b0RjM2ZVTgl4PF2JRRYZ3x9JBLsWh0OG6ZHNWufQYRdV9PhKTTHS1W48tdefj1cIl1x7BUImB6vD8WjQ7H3ISgflW7NGBD0rUf7UZKbg3eXjwKl40IPe91vk3Jx5OrjtqsR3r0+0P4+WAx7poeiydOm5Vaf6wMd359AH4ecuz8vwvafOMU1zVh7utb0ag32WwH0Kg34m8/HMaao2UALD1+7poRi8tHhbWbNWllNltu3FkVDSiqa0JpXZPlwNVGA7R6Ixr1JhhMZhhb6oqkEgEyqQBXmRRucku9ktLVBT4ellPoW2dC3OUy1Gh1yKrUWrs5p5dobHZ0VrrKMDLSB2MiLUXPIyO94amQoaK+GWmFLT2SitRIK6prM9PQysvVctTI6EgfjI22NKs8c7an2WDC/rxabDtZiY3Hy9strbXOFF2YGNKu2DqnsgG/HirBL4eK25xhF6x0xcKRoVg0OhxDgrt38zaazCiv16Fc04xydTOqtHpU1VvOZKttOfTWctCt5UPdZDjvbF4rF6mAuABPDA32QlKYCiMjLMuZzlwbVavV4+eDxViekt/mz2rqIH8smRyNC4YGDoilSaLe0NMhqVWtVo/VR0qx8kARDhXWWR/3UsgwNzEIFyWFYGq8f58PTAM2JC14azuOl2rw5dLxmDE44LzXeW51Oj7bkYvbpsbgqUsS2nxuyv82obiuCV/fNh7T4k9d695vD+DPI2W4Y1oMnry47de01jCNi/bBd3dOalPgWlzXhNu/3I/jpRrIpRI8PDceS6fEtPtma202uSmjAntyqnG4sM5mcLEHd7kU0X4eiAv0RHygJ4YEecHTVYYKTTPSWgqxj9o4ikQiAAmhSoyN8sW4aF+Mi/FBoJcrRFFEfnWjdYkuragOx2zUN0klApLCVJg6yA9TBvljbJRvuyW6nMoGrDlahjVHS607MgDLX9aFo0Jxw4SoNsujgOW9O5Bfi5WpxfgjrQSa5lOzZcPDVLhydBguHRF6zoJvexFFEY16E+qaDKjV6lHdEqrK6y0H25aqm1BY04S8aq3N+i+5TIJREd6YOsgf0wcHYHiYyilDhyiK2JlVjS9352Hj8XLrEuqgQE/cOT0WC0eGOnXYI+oLeisknS67sgGrUoux6mBxm92vngoZZg8LxIKkEMwcEtAnA9OADUnTX96MgppGrLxnMsZE+Zz3Ord9sQ8bMyrw/OVJuHFilPXxMnUzJr64EVKJgLSn51lnPZr0Joz4z3rojWb88eDUNjva0orqcNm7OyERgD8ebFvfpGk2YOG7O5FbpYW/pxwf3TSm3aG3OqMJP+wrxLcpBcgoq2/zOblUgtgAD4T7uCPM2xV+ngr4uLvA01UGNxdL40mJIEAQBJjNIgwmM5qNZjTqjGjQGaFpMlhu0g06lGt0KFM3o7y+2eYuNMCyPXR4uHdLkbalODuzvN7SNymvtt12cQCI8nPH2ChfjI/xwbhoX8T4W4qwW48yOdiyzX9fXk27fkbucimmDPLH3IQgzB0WBJ8zirBzq7T49VAxVqYWtekBNTbKB0unxmBeQlC75Sqd0YTNGZX4ObUImzIqrLM6MomAmUMCcPmoMMwZ5vgp5NaZwhPllpm8wy1HvpzZvsDfU44LhgbiwqRgTB0U4JRNMgtrGvHNnnwsTymwLucGKRVYOiUGN0yMcsg5hkT9gSNCUiuzWcT+/Fr8eaQUa4+WoUxzqszCXS7FzCEBmJsQhFlDAvvM8ScDNiS1zv78ct8UjIzwPu91Fr67A4eL1O0OrG097DY2wAOb/jbT+viurCpc/2kKQlSu2PV/F7QpyH30h0P4ObUYV4wKwxvXjrQ+bjaLuOubA/grvRxh3m74/q6JCPc51QZAFEX8cqgYr647YQ0fcpkEFwwJxJR4f4yP9kVsgMd5+9Q06o0oVTejVquHptmAJr0ZOqPJ+pO9QiaBq7VdgAtUbi7Q6ozIq2pEVqWlj9Lx0npkVdS3awkgEYChwUpMiPXFpFg/RPt5ILO8HvvzarA3r9bmAbr+ngpMiPHFxFhfTIz1w6BAT+v7VVzXhD3Z1diRVYXtJ6va9EZqXVpbNDoM8xKC2yytmc0idudUY3lKAdYdK7MGnwhfN9w2JQbXjou02feoukGH3w+XYGVqMY4Unyr49lTIcGFSMC4bEYrJcX5OUxfU2sdoT041tp2oxK6s6jY1ZN7uLliQFIKrxoQ75U4UTbMBy1MKsGxnrrXuTuXmgiWTo7FkcnS7EExE5+bIkHQ6s9myG3vNkVKsOVrW5gdmqUTAuGgfzBkWhHkJwedtd+NIAzYkTX1pE4pqm7Dq3skYFXn+maRpL29CYU1Tu5mn1pOU5wwLxKe3jLM+/uaGE3hzw0ksHBmKt64bZX1c3WjAuBc2QG8ytwtordeSSyX46Z5JSA4/9Tm90YzHfjyM3w6XALD81H33jDgsGhXepqnl6VqXtPbm1uBoiRrHSzXIrdK2m3noCIVMgnAfN8T4eyIu0APDgpWIC/SA0STiaLEaBwvqcKCgtk2dD2AJTcPDvTE93h/T4gMQF+iBI0Vqy/lhubU4VFTX5rgQAAjwUmDqIH9Ma+mk3brkZTaLSC/VYOPxCqw9VobjpxVhe7nKcOXocNw4Mapd9/RyTTO+2ZOPb/bkW7tH+3vKcfeMONw4MeqsM0Qny+vxy6Fi/HKwpM1fcD8POS4aHoKLhodgfIyvU/UC0hvN2JdXg/XHyvDn0bI2R8YMCvTEjRMiceWYcKfbYaY3mvHLoWJ8uDXb2pfFXS7FTROjcPu02H67c4bI3pwlJJ1OFEWkFanxV3o5/kovR2Z52xWQwUGemDMsCHMTgjAi3NupygUGbEia+/pWnKxowPLbJ2DyIP/zXmfcCxtQWa/Dnw9Oa9Pz5Y2/TuCtjSdx/YRI/PeK4dbH71+eitVppe16KrUegDso0BMbHp1hfbzZYMLUlzahqkGPpy9NwK1TYqyfa9Qbcfc3qdh2ohIyiYBH5g7G0ikxNmdCTGYRKTnV+PNoKTakV7SZ7jydp0IGXw85VG4ucJNLoZBJIBEEiAD0RhOaDGbUNxmsxcZn4y6XYniYCmOjLed6Rfm64UixBntyqrE7p9p6wzv9dSfH+WH64ADMHBIAf08F0orUSMmpRkpuDfbn17TpkyQIQHK4N+YlBOHCpGDEBZwKQDmVDfjlUAl+Ti1qsyw3Z1gg7poRh3HRbZcpm/Qm/HSgEB9ty7E+P0ipwP0XxOO6cRFnnYEzm0UcKKjFLweLsfZoGaq1p0Kmn4ccs4cFYm5CMCbH+XWopUBvaf1e+Cm1CH8eKbW+rx5yKa4ZF4GlU2IQ4etcP8GZzCLWHi3D+1uycKzEEoIVMgkWj4/EHdNjEebtdp4rEA1szhiSzlRQ3YgNx8ux4Xg5UnJr2uwG9vdUYM4wy5FHzlD4PWBDUuvhth/cMBoLhoec9zpjn/8LVQ16rH14GoYGt++3dOYOtYXv7cThwjp8eOMYXJh06kTlp345iq/35GPJ5Gg8c1mi9fHlKQX456ojCPN2w5a/z2xzw24tAHdzkeKDG0dj5pDAduMTRRGr00rx8rqMNrU4cqkEIyO8MTLSG8NCvDAowAuRfu5nPbLDFp3RhHK1Dvk1WuRWWc5+yyitx7ESdbtCcZlEwNiWadS5CUGQyyTYcdKyVLYjqwo12razWPGBnpibEIR5icFIDlPBYDbjQH4tdpyswtYTldYbZavEUCWuGhOOK0aFWde0zWYR27Oq8PXufGzMKLcu500Z5If/u3AYhoe37XBuMJmx8kAR3tmUZZ0hivZzx1OXJGD2sCCci8Fkxo6sKvyZVor16eVteiXJpRJMiPXFjMEBmBYfgMFBnk6zvKVpNmBVajG+3pOPrJZeW1KJgIUjQvHg7HhE+3s4eIRtiaKIzZkVeHtjlnXnjFQi4PKRYbj/gkGIcbLxEjmLvhCSTqduNGDLiQr8lV6OrZmVbcoFXF0kmBYfgHkJlvuJI+qYBmxIuuvr/Vh3rBz/WZiImydFn/c6E/+7EWWaZvx2/5Q2y2CtoefB2fF4dO5g6+OnCsMntSm8vuaj3dibW4O3rhuJhSPDrI+3dvP+vwVDcfeMUzNPu7KrcP0nKZBJBKy4c2K72REAqNA045EfDmFnVjUASx3K/IRgXDg8GJNi/c6ZxFu7aGeW16O4tgllmmbUNxug1RkhApAKAjwUltqkAE8Fwn3dEOnrgcFBnnCXy5BT2YDUglrsza1FSm51u0LrIUFeuDApGAuGByM+wBPppfXYeqICWzIrcbCwrs1PEMFKV8xPDML8pGBMiPGDVCKgXNOMDcfLse5YOXZlVVlrixQyCS4bEYpbp8S0mdnLrmzAp9tz8NOBImu91NVjwvGPC4e2W7LRGU34fl8h3t6YZa11mjMsEP++JLFDa+QGkxl7cy1LW5syK9odFuznIcfYaB+MjPBBcrgKw0KU5+323dNEUcT2k1X4ZHsOtp+sAmAJH1ePCcfDcwY73XEDrTvi3tuchd05lu9vQQAWJAXjjmmxGBnhfHVWRI7U10LS6fRGy7+pf6WXYcPxijZlDq398C5MCsa8hOBeW4IfsCHp6V+P4svd+bhvVhz+Pn/oOa5gMf+Nbcgsr8c3t03A1PhTy3OtrQHOnEma9OJGlKqb8fv9U9vMZLSGpx/vnmQNPAaTGSOfXQ+t3tRmJ5woilj43k6kFalxy6QoPHvacSetDhfWYekX+1Ct1cPVRYJ7Zw7CHdNiz3kYq7rRgFUHi/Dr4RIcKVJ3uEfPmSJ83TAuyhdTBvlj5hBL7VBelRabMipsTqPGBXjgyjHhuGpMOAK9XKFuNGBzpuUniC2ZFW1mpfw95bgkORQ3TIhEfJClb1GtVo/f00qwYm9hm3qkGYMD8I8Lh7TZQVhU24jX15+wHvfipZDhyYuH4dpxEe1uqg06I97ZeBKf7ciF0SxCLpPgodnxuGt6bIcLtFvPktucUYHtWVVIyam2uV3f31OO2ABPxAV4INbfExG+bi07Ed3g7e7Sqzf8w4V1eHPDCWzOrARgCZ53zYjDvTPjHD7Fbcuhwjq8vfEkNmVUWB9LClPijmmxWJAUYtddfBWaZmSU1eNkRQMKaxpRpm5GjVaPJoOl15hUIsBFKrGegRjm44YoX3fEB3licJCXU75/NDD05ZB0OlEUcby0Hn+ll2PN0dI2O7klAjA22hcXJQX3eKuWARuSPtiSjZfWZrQrrD6bxR/vwe6c6nadsV9bn4l3NmXhpolReO7yUyGmNST9et8UjDitOHvEs+uhbjJgw6PTrR2H86u1mPHKFri6SJD+7IXWorWcygZc8NpWyGUS7Pq/C+B/xjdCk96EuW9sRVFtE4YGe+G9G0a3qdk5U32zAZ9sz8Vn23PaBBIfdxcMC1EiwscdId6uULm5wEMugyBYakQadEbUNRpQUd+Mwpom5FZp29U6SQRgTJQPLhoegouTQ6whaMNxyzf4thNV1q7LMomAuQlBuH5CJKbE+UMiEdBsMGFXdhXWHClrt4w1PsYXS6dEY25CMKQSAaIoIrWgFst25uHPI6Uwi5bZhcXjI/HYvCFtZmtSC2rx9K/HrDvVLhoejBevSLZZ7J5VUY+nfztmnZEbHemNN64diSi/zi/t6IwmHC1WY19eLY4UqZFWXNdupulMbi5ShHq7IszHHRE+bojyc0esv+WmG+7j1mPFjAfya/G/NcexL68WABAb4IEXrxiOCbF+PfJ63ZVZVo+Pt+Xg97RTHX/9POS4akw4LkkORVKYslNhs9lgwrEStaWre34tDheqz1rL1xFSiYDBQV4YE+WNcdG+mBznz8Jz6jX9JSSdKa9Ka+2Hd/pRUy5SAXOGBeGasRGYFu9v953HAzYkrTtWhru+PoDhYSr8/sDU817n/1am4bt9hXhodjweOW1ZrbUT95m72y5+ezuOlWiw7NZxmHVaDZGtAvDWI0+ClAqk/HOO9bm/HCzGw98fwuhIb/x875R2Y3p1XSbe3ZyFMG83rH142jl3LP2VXo7/W5lmLToeEuSF6ydE4oKhgQj3cev0DEatVo+jJWrszq7GlszKNsd9SARganwAbp0cjZlDAiAIAjTNBqw9Uobv9hUgtaDO+txIX3fcPCkKN0yIss5+GUxm7DhZhRV7C7Axo8I6GxXu44Z7Zw7CteMirDvK8qu1eHX9CfzesuvP290F/1mY1KaLusks4tPtOXhlXSaMZhFh3m746KYxbc7Ya9V6FMzTvx5Dvc4ID7kU/1mYhCvHhLd7bmc16o3IqmhATqUWOZUNyKnSorC2CcW1jefdceilkCE5QoUxUb64eHhIt7uCn0kULad+P/3bMeuOuJsmRuHJi4c57axIrVaPr/fk4+s9+W128YV5u2F8S0uJ5HBvRPq6WwvqG3RG5Fdrcby0HgcLanGsRINjJWqbrSyi/T0wONALUf7uCFW5wd9TATe5BC5SCUxmEXqjGXWNBlRpdZZmn1VaZJRpbG50GBrshVlDA3H5yDC7/9kRna6/hqTTFdU2Yu3RMvx6qKRNq5ZALwWuHBOOxeMi7dZWYMCGpNZZGlcXCY4+M/+86fPDrdn435oMXDQ8GO/fMMb6+JbMCixZtg9xAR7YeFqfpFs+34utJyrx4qLhWDw+0vr4zFc2I6+6ESvumIhJcZaf1FMLarHo/V0IVbli1xOzrc9tnaVaPD4SLy46tXOu1Zjn/kK1Vn/e4vO8Ki3mvbkNeqMZsQEeeGzeEFyYGGzXmYmi2kasO1aO3w+XtGlRPyLCG3+fN6TNEmVGmQbLUwqwKrXYWqQX6KXAQ3Picc3YtrvMStVN+GZPPr5NKbAeYzI8TIUXFw1vE3JScqrx9G/HrFOyt0+NwRMXDWuzPT+tqA73Lz+IgppGeClk+GLpuHaNOlsV1jTibz8ext5cy2GOD86OxyNz4ntsOazZYEKpuhkldZaz8wpqGpFf04isigZkVzRYZ+FaDQ22hNxFo8Pt2nhR3WTA/9Ycx4q9hQCAUZHe+PimsU49E2IwWc6JW5VajK0nKtFkaN91XtbyfXC2pWU/DzlGR/lgbJQPRkX6IDFU2aWdiqcfhrw/rxZ7cqrb/AABACPCVbh2XCQuHRHidK0YqO8bCCHpdMdLNfhxfxF+OVRs3RgklQi4Zmw4HrggHqHd3BE7YEOS2Sxi5H/WQ9NsxOoHptqcVTjdnpxqXPfxHgQpFdjzxGzrzbKyXodxL2yAIABpT8+z/qP3wh/p+GR7Lm6eFIX/nFZL1Nq5+/SC8XJNMyb8dyMkApDx3AJrbcXH27Lx3z9tLwnqjCYM+ddaAMChf889a9W/KIq46bO92JFVhYmxvvhq6YQe78CcV6XFtyn5+GZPgfWGNTnOD09ePKxN3VCj3ohfD5Xg3TN2mf3jwqG46IzQ16Q3YfneAry54QTqm42QSgTcPSMWD80ebP39GExmvLnhBN7bnA0AmDMsCG8vHgl3+ambnabZgDu+3I+U3Bq4y6X4fMk4TDzLspLJLOKNv07g3c1ZAIBFo8Pwv0XJvd7B2mgy40R5Aw4V1mFTRgW2nqiwznx4KmS4cWIU7pkRd9Z+WV2x7UQlHlhxEOomA8K83fDZkrFtdnU6q2aDCbtzqpGaX4td2dXIrmxod0agr4ccMf4eGBNlCUOjInwQ4dv52dSOqm7QWXZEHinFxuOnOrq7y6VYONKy+WBwEGeXyD4GWkhqZTlUuxzfphRYN6XIZRLcOCEK986Ka1eu0lEDNiQBp2Z7nrokAbdNjTnLFSya9CYMf2YdjGYRmx+b2WYLcmv37i9uHWfdnv/roWI89N0hJIer8Nv9p5bzXlmXgfc2Z+PK0eF47ZoRACxBJunpde0Kt1cdLMIj3x/GqEhvrDpjua1C04zx/90IAMh47sKzLokcK1Hj4rd3QC6VYP0j03t1q3dlvQ7vbc7Ctyn5MJgsBdGvXT0Cl55xoLDOaMKKlAK8synLuhx486QoPHVJQrveRZX1Ojz7+zGsTisFYNmN9sGNY9o8b3VaCR794TD0RjPmJgThoxvHtJk1a9KbcOfX+7H9ZBW8FDL8+dC0c/YLWrG3AP/65ShMZvGss3q9qbXw/qs9+dY+VGHebnjvhtEd6h7fUblVWiz9Yh9yq7Tw85Dj1/untOkA31eomwxoaqnB81BIHTp7U9Wgw6rUYny3r8B62K9UIuC2qTF4aHa8U/XZor5poIak0+3Pq8Er6zKR0rIS4O+pwPI7JnTphxHnOFvBQaa1LAFtPF5+3ue6yaWYEOtr8/nTB1uus+G0x1tnJ9KK1Kg4rQh0SpzluZszK2BsWUIRBMG69Lbu2KlrjI+xPHawoA5FtW07Wft7KhCstGzX3nqi8qzjbj0wVCYVENnLjQMDvBR45rJEbPrbTMwaEgC90YwHVhzEe5uzcHo2V8ikWDIlBlv/MQv3zYqDIABf7c7HkmV7oT5jFiDAS4F3rx+N928YDYVMgg3HK/Dwd4es7yUAXJIciq+XjodcKsFf6eXWmaBWbnIpPrl5LEZFeqNeZ8Qj37f9+jMtHh+JD24YDUGwBKavd+fZ5w3qIpW7C5ZMicHGR2fg05vHIsrPHcV1Tbjmo93Wjuz2EOPvgVX3TkZCiBLVWj1u/3I/Gk7rYdJXqNxcEKxyRbDK1eHLW/6eCtwxPRYbHp2B7++ciDnDgmAyi/h4Ww7mvr4V64+VOXR8RP3B2GhffHfnRHx923jEB3qiqkGH6z7e02ZXdEcN6JA0t+UMtpTcGtRqz39UR2sB9pbMtqFkXqKlWeT6Y+XWIuMgpat1V9va0/7hGx/jCx93F9Ro9diZXW19/OJky/LSr4eKrTfsMG83TGwJZt+mFLR5TYlEwGUjLTMyn+3IbbPV/nRRfu6QSQQ06k04eFqtUG+K8HXHp7eMs87WvbIu01rzcjpPhQx/nz8UH904Bu5yKXZmVePOr/fD1mTnRcND8NFNY+AiFfDHkVK8s6ltEJoQ64fnr7Asc76x4QSOnlbcBwCuLlK8fd0oeCpk2J9fi69255/z9zAvMRj/aGkV8czv6ciqqD/n83uDIAiYkxCE1Q9MxZxhgdAbzXhwxcEOhf6O8naX49NbxsLfU4GMsno8vzrdbtceyARBwIRYP3x6y1h8vmQswn3cUKJuxp1fH8A3e879vUhE5ycIAqbFB+DHuydheJgKNVo9bv58L3TG9jWL5zKgQ1KUnwcSQ5UwmS07ms6nNVTtyq5C+WmzQ5Pj/ODt7oKKeh22nTwVoBa2LCt9tTvfeqOXSSXWJpIfbc22PndeQjB83F2QX92I7/efChBLJluCxafbc3DijPNuFo+PhKuLBHtza/DyugybY3aRSqwdvx9ccRDVpx0Q25ukEgFPXZKAh2bHAwA+2pZ91mA3LzEYP9w1CXKZBCm5NdYt+WeaOSQQ/1uUDAD4fEcu6pvbzjpdMzYCFw8PgShaguSZInzd8fgCS/D5YlcezOfpF3X3jFjMGhIAk1nE1+cJVb3Jy9UFH900FteMtezAe/6P4zCcY2ass0K93fDOYktN3MrUIpSpu749ntq7YGgQ/npkBpZMjgYAvPDHceRWac/9RUTUId7ucnxz2wTIpRJU1utQru7cPXBAhyTA0o0ZQIeWKaL8PDAu2gdmEfjpQJH1cYVMiitGWYLP8tNmfK4ea9l5lFXRgM2Zpxrg3TE9FjKJgF3Z1diXZ1kz9VDIrAHijb9OWMPM/MQgzBkWBINJxMPfHYLmtCAQ4++BV66y1DV9tDUHH27Ntjnr8t9FwxHj74Hiuibc+sU+FNY0tntOb7lrRiyUrjLkVze2CZRnSgpT4fqWXYEfnhYmz3TFqDDEBXigXmds82fS6s7psQAsdUq2AuJVo8OhdJWhoObc4wEsP5ncNtVyvZWpxdA60dKTVCLg35cmwtdDjtwqrbUlgr1MivPD+GhfGEwivnTwcmN/5CaX4t+XJGBynB+aDCY889sxRw+JqN8QTks6nd2fMeBD0kXJIZBKBBwqrGs3U2PLteMsN+5lO/PQfNpW4+vHR0IQLP2IjpVYlna8XF1w/QTL819em2mdOQnzdsNVLeHsyVVHrNN/N7ScYF/VoMfD3x+CySxCEAS8cEUSfD3kSC/V4JbP97aZMbl0RCgeuGAQAOB/azJw9zcH2jRiBAClqws+vmkMvFxlSCtS46K3tuPXQ+efOesJ7nIZQlSWLZkNzecOGa11WhX1Z5+5kEgE60zZmYfpApYWBNF+7jCYxHYnTwOWm9PcBMvXHy5Ut/v8maYM8oOXqwwNOiMKax0XNm3xVMgwP/Hs70V3tX7PHnbQsm1/J5EIuHFiFAC0q0Ekoq6p0epx/Sd7oDeZ4e+p6HQ7kwEfkgK9XDG35VDTjtQCLBwZijBvN1Q16PDd3lOzRvFBXrg02bK89uq6TOvj98yIg9JVhoyyevx04NQy2j8uHAo/DzlOlDfg7Y0nAViWxt67fjTcXKTYfrIKz/+RDlEUEaR0xde3jYe3uwsOFtThxk9T2pxp8+jcwXhuYSJcpALWHSvHJe9sx1/p5W1mleKDvPDHA9MwuqVY+aHvDuHebw9YDzvtLRllGmSW10MqEayF82eTkmOZZTvfjq3WlaWzbc0P9LIUuJ95uG6rCF9LaCtVn7sjNmCZTfJu2WrvTDNJrWq0ltkybzu2A2gV3vI+dacbNZ2dKIr444hl1+bZ2lIQUceIoogN6eW46oNdOFqsgZ+HHF8tHd/p5rgDPiQBsP709sP+wja1Rra4SCW4Z6blANp3N2e3uVE+MncwZBIBmzMrsbnlfCkfDzkebFlGe/6P49Zw4+shtx5j8t7mbKxp+cdxSLAXXrrKUmezbGcenvntGMxmEYmhKnxz2wR4u7vgcJEaF765Db8eKoYoWmabbpoUjZX3TEaErxsKa5pwx1f7cfWHu63NEAEg0s8dP9w1CQ/NjodEAP48Uoa5b2zFfd+mtits7gmHCutwwycpACw7C891ovPPqUVYtstSRzQ1PuCszzOazNZC5cCz/ITQukQpwPY8a2v7AFtnrZ1JZzShpqU7tlzqXJ2o9+XVYHOGZckwpgdaPbQeAXK2WjLqOr3RjH+uOoI/WlpbtG4GIaLOEUUR64+V4dJ3d+D2r/Yjp0qLYKUrvr9rUpvD0DuKIQmWJZQxUT5oNpjx7hm7pGy5ZmwEIn3dUdWgw6fbTxUEx/h7YGnLDq6nfztmXY5bMjkaIyO8Ud9sxKOnbTe/aHgIbp0SDQB45IdDOJBvOTvrshGh+O8VwyEIwJe78/Hgdweh1RmRFKbCr/dNsV7roe8O4Y6v9iOvpcgzOdwbfzw4reWAUgn259fimo9246bPUrD9ZCXMZhEyqQSPzB2M3x+YinkJQRBF4I8jpbjknR246bMU/JFWika9fWdImg0mfLEzF9d8tBvVWj2SwpR4uSUInslkFvHFzlz87cfDEEXg+gmRuOQc3cQ/3p6DkxUN8HZ3wXWndTZvVVLXhIyyekiEU8t3Z2rdFtqRHhr7cmuh1ZsQ4KVAYhf+wvUEURSx9UQlli7bB73JjDnDgnDB0MDzf2En7W7ZjTk+2naXcuqarIoG3Px5ClbsLYQgAP+6eBhmDD77DwZE1F6NVo+vd+fhord34M6vD+BosQbucinunhGHPx+ahkGBZz/X9FwGdDPJ0+3KrsL1n6RALpVg499mnLO5IGAp9H5wxUEoZBKseWgaYlsOltXqjJj92laUaZpxw4RIvHCFpfFgXpUWF7+9HVq9CbdMisIzlyVCEAQYTWbc/tV+bMmshEdLB+jWg0V/OViMx348DKNZRKy/B964diRGRHjDYDLj/c3ZeHfzSRhMIqQSAQtHhuK+WYOsB9yWqZvx9qaT+GFfobXDb7SfOxaPtxxl0boum1Gmwfubs7E6rQStEwSuLhJMjw/A7GGBmBYf0KW27qIoIquiAT8eKMJPB4qsS11zhgXizZat92facbIK//3zuPUYh+snROL5hUk2j08xmMx4ZV0mPt6WAwD436LhNkPSI98fwqqDxRgX7YMf757c7vMNOiOmvrQJdY0GfH3beEw7x6yVKIq49Yt92JJZiWvGhuPllqJ5R6nR6rH2aBm+2ZNvfc8mxvrii1s7P6V8PupGA2a/vhVVDTq8dd1I6w7NvqLZYMLe3BpkltWjXNOM+mYjFC4SuMtlCPNxQ5SvO4aGeFmXZnvDwYJafLI9B2uOlkEUAQ+5FO9cPwoXDA3qtTFQ/zOQmkk26o34K70cvx4qwbYTldZ7nYdcilsmR+P2abFtDjzvCoakFqIo4oZPU7AruxqLRoXh9WtHnvO6px/3MS7aB9/fOcl6M99+shI3f74Xogi8s3iUtcP0miOluOfbVACWnxZvn2bZKaXVGXHHV/uxK7saCpkEb1w70nosR0pONR7+/hBK1c2QCMDSKTF4eO5geCpkOFlejxf+PG7t2yQIwOyhQbh1SjQmxfpBIhFQWNOIT7fn4OfTzkmTSSynJl85JhzT4v3h6iJFYU0jlu8twO+HS1BU27Y2J8rPHaMjfZAUpkKUrztCvF3h4y6Hh0IGQQBMJhF1TQbUaHXIrWrEkaI6bDlRifzqU8WnoSpX3DUjDjdNjGoTekRRxKHCOry54aS1KaaXq2Wn321TY2weFZFeosHjK9OsBxveOzMOf58/pN1zfzpQhMd+PAyJAPxw1ySMtTED8u6mk3h1/QnE+ntg/SPTz3mG39qjpbj7m1TIpRKsffhUMO5pRpMZFfU6lKqbUFjThPRSDVJya5BWVIfWv71ymQSLx0XgHxcO7ZGuzf9cdQTLUwoQF+CBPx+aZm1S6sxEUURqQR0+3Z6DzZkVaDacfzk10EuBERHeGBtl+X5PDFWec1m4s2r/v707j4+yOhv//5mZzJ7JTPZ9JQn7EpYEQUAFRGtR4KlU6kK11tqigrauj0v9WkVra31cqtj+6tK61n1DRQRE9i3sWQghJCSTPTOTTGa/f3/cyciQsEOG5bxfr7wgM5PkcDOZc80517muDg/flTTw9vr9bOxaOQa5vMg90/qTJ9qTCCfpXA+SHC4vK8ub+GanlW921eP0/HiAakhqFDNGpPI/I9OIPsngqJsIkg6yraaNK19YhaJrUh1zlG2FmlYn0/72PR0eP3dP68+8i3OD93W3H9GrVbz7m7EMS7MAcm2khYvlmkZ/nD6IX46Xt+dcXj+3vbUlWLX7NxNz+P2l/dFEKGlzenj0s13BWk7RBjW/mdSPGy7IxKCJYGt1G89/tyek4neKWcdVBalcNSKF/okmnB4/n22t5Z0N1SENaI0aFRcNSODSQYlclJ9AlD6CXXV2vtlZz/fljWytbuNEU1A0KiUT8uKYU5jBRf3jQwKQRoebT4oP8P6mmmBTWrVKPt1z+yV5PaL/QEBieVkDr67aF+zLY9areXLW0B7NfSVJ4uUVe3n66xICkpzY3p0XdrCdtTaufnkNTo//qKsjexra+dnLq2lzernjklzuurT/iV2UXticXvY0trO3sZ2a1k5q2zqpd7hpsLtoanfT3OHhcL+lA5JM/GxUGj8blXZKJ/OD/WdtFQ9+vAOAd24Ze8YnFUuSxPLSRp76qiT43AJIjNIyJiuGFIueKF0EHl8Au8tHTauTyqYOKps6en2up1r0DEw20T/JRG5CJNlxkaRF64k1ao7Y763T46eyqYMSq51tNTbWV7aw22oP/l+qVQquHJ7KLRNz6J8kgiPh1DgXg6Sq5g6W7m5gaUk96ytbgr0rQT54M2OEPNflJpz63yMRJB3inve38t7GGnLijCxecPR3zO9tqOaeD7ahVMC/f1XE+Fz5xJbPH+DG1zawsryJuEgtH/1uHOkxBiRJ4snFJSzq2ia6e1p/fndRPxQKBf6AxBNf7g4WPhyYHMVfrx4eTDZbXtrA//tsF3u7cpAsBjW/KMzg+gsySTbrqWhs57VV+/i4+ACOg47X5yZEcsXQZC4bksSAJBOl9Q7+u7GGL7bVhZxUUikVjMqIZkJeHONy4xiaaqbT66e4uo3NVa2U1TvY3+Kk3u7G1ukJeaIaNSqijRoyYgzkJ5oYmxPDhXnxIdtqDXYX35U08MX2OlZXNAcTgLURSn46LIU7JueSGRuacFzT6uTDzQd4d0N1MOldoYArhibz4BWDSDKHbo9YbS7u/3Aby7pW12aPTmPhrGGoDtmys9pcXPXiD9Tb3VyYG8frNxX2eEy35nY3M/6+iuqWTkakW3jnlrEnvJ0lSRJVzU5W7mli3d5miqvbeqzc9SZCqSDJrCPVoicvMZLhaRYm5MX3+Pefam+v38/9H24H4LcX9ePeywac1p93smpanTzw0Q6+71qV1Knl59Yvx2UxOCXqiEGN0+Njd52dTVWtbK5qY2edjeqWw//faCOUxBg1mPVqtGoVEUoFHl+ADo+P5nZPj1Ic3QYkmbh8SDLXFKaTGNV323vC+eFcCJJcXj8b97XyfXkjS3fXB/scdsuJM3LxgAR+MjSZkRmW09acGkSQ1IOt08vkv8q5F7ddnMsfph19xaA7sIo2qPnod+ODTWQdLi+zF8n9YtJj9Lz967GkRcuB0t+WlPFcV5L47NFp/L+rhgQn3q92WLn/w220Or1EdNVOmT85j2ijBp8/wCfFtTz3XXlwO0upkE+A/c/IVCYPTCRCqWDp7gY+Lj7AitJGPAdVX04x67hoQAIX5cdTlB1DZbOTr3da+XZXPeWHlAPQqJQMSolicEoUA5JM9EuIJD3aQLJZh0qpCAZJSgUhq0T+gITV7qKqqYMSq4MdtTa27G/rUUW4IMPCrJFpXDksJdjBPhCQ2Flr59vd9Xy7u56dtT/22onSRfDzMenccEFWj5yxfU0dvL5mH2+v34/LG0CjUvLoVYO5Zkx6j1+gUquDW/+zicqmDvISInn/t+Mw63s/Mm+1ufjlq+spsTrIiDHw0e/GEXuc3aT9AYnVFU18s7Oe70oaQso3dEs268iJN5IRYyDFrCfRrCPBpCXBpCPepCXGqDlsEHc6eP0B/rakjL8vlwt5/urCbB68YuBpfTE6Gf6AxBtr9vHXb8pod/tQqxTcND6b312UG3xunQhbp5eSOjslVgel9Q72NrZT2dRBg8N92NW9g0XpIhiQHMWg5ChGZ0VTmBVDggiMhNPobAySJEmirL6dleWNfF8uv4E8+LRxhFJBYXYMlwxI4JIBCX2W6gBnSZD04osv8vTTT2O1Whk+fDjPP/88hYWFx/S1J/KE+WJbHfPe2oxCAW/+qohxuUeu5+Py+pm9aA3bamxkxhr48Lc/TqT1dhezF62hqtlJqkXPW78uCq6W/OuHSv70xS4CEgxLM/PcNQXBAKvR4eahj3cE+76ZdBH8ekIOcy/IwmxQ4w9ILNlVz6urKoOdjkF+dzsxP56pAxO5eEACWrWSJTvrWbzDysryxh5PvIIMC+P6xTE+N47YSDVrKlpYtaeJtXubaXX2/k5YoYBogwaLQY0uQoU6QonPH8DtC9Dm9NDq9PZ6TFyhgCEpZi4bksQVQ5OD/1ab08sPe5pYXtrAirJGGhw/VsZWKuR+d9eMyeCyIUkhKzidHj9LdtfzwaaakCa/ozOjeWLW0F5Pq32wqYb//Xg7Lm+AVIued24Ze9gk/fJ6B3P/tZ5am4u4SC3v3DL2uE5I7G928p91VXy85UDIv0mtUlCQHs2FeXGMzIhmaJr5sEFaONS0Ornj7S1s3t8GwK8nZPPAT87cAKnO1sn8t4tZ31W9fmSGhb/OHnFayiB08/gC1NtdtDo9tDm9eP0BvH4JbYQSg0aFxaAh2aIjKswNdYXzz9kSJDU63Kza08TK8iZWloe+7oO8PX5hbjyXDEhgQn5c2H6Xzvgg6d133+WGG27g5ZdfpqioiGeffZb//ve/lJaWkpBw9GPOJ/qEue+DbbyzoZp4k5Yv7rjwqKdeGhwuZv19NTWtnQxPM/Pvm4uC/6lWm4tf/GMte5s6iIvUdHWgjwbkJO/b3tqCrdOLUaPigSsGMmdMRjC5+YeuopLduRVGjYqrR6dz3diM4P5rVXMHH2yq4bNtdT1Wa4akRjEhL54Lc+MYlBxFcXUby0ob+L6skX3NoVV9tRFKhqdbKMiwMCLNQkykBmubi5J6B6VWB/uaOqhp7QxZmToctUpBerSBnPhIhqaaGZZmZmRmNFG6CGpaO9la08bGfa1srGphV609JBfEqFExMT+eiwckMHlAQjDglCSJisYO1lQ0sby0kdUVzXQeVPX84v7x3Dg+mwl5cT0m9D0NDp5cXMK3u+X6VRPy4nj25yMOuyr01Y467nl/G3aXj5x4I6/fWHjUE48gr4R9V9LAG2urWFneGFxtiDaouWxIElMGJjKuXxx6zZmX+OzxBXhjzT7+79tyHG4fJl0ET84aFmy+fKaRJIlPimt55NOd2Dq9RGojuP8nA0J+fwThfHOmBkkur59NVfIW2sqypuCJ3G46tZKi7Fgm5MUxMT+evITIM+KN2RkfJBUVFTFmzBheeOEFAAKBAOnp6dx+++3cd999R/36E33CdHr8XPXiD5TVt1OYHcObNxcFiw4eTkVjOz97aTWtTi/D0sz8+6ai4FJ/g8PF3H9tYHedHU2EkidnDWXWSLnNQ21bJwveLQ4WfizIsPDYVUMYkmoG5K2EL7bX8fdle0ISUcdkRXPl8BR+MjSZ2EgtkiRRYnXw9U4r35U0sK0mtECkRqVkRIaFouwYxmTFEBepobjaxuoKeeWoqb1nRWqLQU1+opywmhNnJMWsJ1IXgVIJkiQHBb6u+ktqlQKzXk20XoM6Qkmr00NtWyfVLU72NnVQVu9gd52j18rXuQmRTMqX3zWMzopGG6HCH5AosdrZuK+VDftaWF/Z0uPdRlq0npkF8mmGrF5WDnbW2njl+718vq0Of0AulzB/ch7zLs7tdfvK6fHx2Oe7eHu9XB19VGY0/7xh9FFPSri8ft7fVMM/Vu4NOdU3KT+ea4syuKh/wmErgodboOv59bclZcF8t4IMC89dU3BMgWE42Dq9PPjxjmCPuqGpZp6fU9Drc0AQzidnSpAkSRLlDe18X9bIyvIm1lU29zhhOjgligvz4piYF8+ozOhTXrrkVDijgySPx4PBYOD9999nxowZwdvnzp1LW1sbn3zyyVG/x8k8YSoa27nqhVW0u33cND6bh6cPOurX7Kq1c+0/19Lq9DI4JYpXbxwTXIVqd/uY//YWlnZV475mTDqPTB+MXiMHBK+t3scz35TS4fGjUMCMEaksmJIX3J6TJInvy5v4z9oqlu6uD66+KBXyZD51UCKT8hPIT5Qj8AaHS17OLGtiVUUT9fbQAEOpkAsojsqMpiDdQmykFqvdxbaaNoqrbZTXO4J1Jw4nQqlAr1Gh7Ir43T7/UY9aq1UK+ieZGJURzaisGAqzYkiM6v7ZNrZWt1Fc3cbW6jY6DjreCfJR95EZFibmxzMxL77XZNzWDg9f7bTy0ZYDIRXHpw5K5N7LBhx2y2xleSMPf7KTyqYOFAr4zcR+3DU1/4jBTYfbx5vrqvjnyspgAGfWq7mmMJ1rCzPJiD0zgwyQ3wh8uvUAr67aFwy+Y40a7p7Wn6tHp/dpDtTxWF/Zwl3vFVPT2hkMen97Ub+jvokRhPNBOIOkDreP1RXNLCttYEVpY4/8ywSTlgl58UzMl1M84o4zvzMczuggqba2ltTUVFavXs0FF1wQvP2ee+5hxYoVrFu3rsfXuN1u3O4fgwG73U56evoJP2G6a+MAPHrlYOaOyzrq15RaHVz7z7U0tXtIi9bz2o1jgltj/oDEc0vLee67ciRJrtL95KyhwQKS9XYXj3+xm0+73iFHKBVMH57CzROyGZxiDv4Mq83FZ1tr+XRrbbBeULfEKC1jc2Ipyo5ldFY0ufGRKBRQ2dTB+kp5RWZDVUuvJ3dM2ggGdiVr58VHotWocHv9HGjrpKrZSXVrJ1ZbJ83tnqMGUGa9mqQoHekxBrJiDeQnmeifaCI7zoDV7qbE6qCkzs7OWvmjqd3d43tEaiMoyLAwJkte/SrIsPR4t+HzB9h+wMaavc0sL2lkY1VLSAB5xbAUfjMxJ7gyd6jyegdPf13KN7vkEgpJUTqemT38iLloDpeX11fv458/VNLWlbuVbNZxy8Qcfj4mHYPm1NcqOhUCAYmNVa18XHyAL7bVBU9gmbQR/HpiDjeOz8J0hubRuLx+/vxVKa+urkSSICPGwP9dMyK4dS0I56NTPecdr72N7XxXIueTrtvbEpKOoYlQUpQdw6T8eCbkxQffwJ9Nzrkg6Y9//COPPvpoj9tP5gnz4rI9PP11KQoFvHTtqGDX+SOpbOrgxlfXs6/ZiVmv5vk5BUw8qNXAqj1N3PVecXB1Z05hOndPGxCsD7S9xsbT35QGjzKDvFo0pzCDnwxNCpmED7R1smSnlWWljaw95FQAyEnfI9ItjOjKNxqWZiEuUkuD3cXm/a1s3i8f8d9RazvsKlBcpHy8PzXaQIpZR1ykhkitGrVKgVKpIEKlIEKpJEKpIEKpQKGETk+Alg4PTe1urDZXMNCqaXX2Wo9GpVSQn2hiWKqZERnyePMTTSErGpIkUd3SyY5aG9sP2Niyv5VtNbaQgmIgl0+4cngKV41IOWzF8FKrg0XfV/DxlgMEJPnnXz82kzun5h82kdru8vL6Kjk46g4wsuOM/HZSP2YUpJ5xW2rdJQc2VrWyuqKJFaWNNB+03ZkWref6sZlcMybjpE6BnW4b9rVw7wfb2Nt1FHj26DQe/OkgkRgtnPdOx5x3JJIkn0D+eqeVxTusPZqkp8foubh/Ahf3T2BsTuwZmX95PM7oIOlEtttOR1QtSRIPfLSDt9fvR6NS8soNo7io/9GTxpvb3fz6jY1s3t+GQgF3Tcln3sW5waRSW6eXJxfvDua/mPVqFkzJ4xdFGcH6TNtq2vjnykq+2F4XPDFm0KiYMjCRnwxN5sK8uJBaRN3Jcev2NndVZbaFJDd3S7XoGZIaxdBUM4NSohiUbCbWqGZPYwc7a+3sqrVTVi8fe2509FzhOVmR2gjyEyPpn2RiUIpc2XhgUlTIL1RLh4eyegflXeMoqXNQYnXQ7u7ZW86sV1OUHcP43DgmD0wgLbr3bS63z8+3uxp4Z8P+YFFKgMsGJ/GHafmHLUbW5vTw6qp9/GtVZbAGVb94I3dMzuOnw1LCujXl8vppdXposLux2l1UtzjZ3+KkrF6+Xm2HnFI0aSOYNiSJq0akMK5f3Bm7rQbQ1O5m4ZclfLC5BpCX65/6n2FcfBp60wnC2agvVpICAYkt1a18tcPKVzutIbsQapWCsTmxTOo6bJMTZzzrVouO5IwOkkBO3C4sLOT5558H5MTtjIwMbrvtttOauH0onz/A7W9vYfEOK5oIJa9cf2yBksvr59HPdgYDobE5MTz9s+EhCbHrK1t45NOdwUariVFafjOxH3MKM4JBQ4PdxX831fDuhmr2t/yYGKxRKRmTHc0FObGMz41jSKo5JDfD5w9QYnVQXN3Glv1tbK1po6KxvdcaL2a9mv5JJvITI8lLMJHX9ac2QkFVcyfVrU4OtHZSZ+uuBO2m3eXD4fbh9Qfw+SWUCnlVSa9WYdJFYNZriDdpSTBpSYvWkxZtoF+8kXiTFoVCQSAgcaCtk71NHVQ0tLOnsZ09De1UNLSHrHgcTKNS0j/JxJDUKIanWRiZKW8pHu5Ek8vrZ3VFE1/tkMvYdwcNSgVcNiSJ30zsx/B0S69fa7W5+OfKvby1fn9wtSovIZLbLsk9JcGRJEnYOr1Y7S6sNhfN7R5anR7snV4cbh8dbh9Ojx+X10+n10+nx4/TI/+9w+3D7vLh8R09B2xYmoXRWdFMyo9nTFbMGZ+/4/EFeHNdFX9bUoa9Kyi9Zkw6910+4LRVFheEc8GpzEmqau7g/U01fLCphlrbj4WHdWolF+UncNmQJC4ZmHBOr+ie8UHSu+++y9y5c1m0aBGFhYU8++yzvPfee5SUlJCYePRGkKfyCePxBbjtrc18s6sejUrJc3NGcNmQYzse/d7Gah75ZCedXj+R2gjuvXwAvyjMCE6y/oDEOxv288J3e6jrejJGG9TMHZfFLwozggXounudfba1jqUl9SEnqUBeZepOxB6RYWFIqrlH+QK7y8vOA3Z2HLCxs9bGrjo7exraD9t+xKSLICvWSHqMnlSLniSznniTljijhii9GpMuAr1ahTZChUIJCsDnl3B3VR92uHy0Oj00t3tocLioa3NR29ZJVYuT6hZnj+3Bg6XH6MlLkFtC9E80MSDZRL/4yCNO8i6vn+0HbGzY18LavS09CpMlRen4n1Gp/Hx0xmETq3ccsPGvVZV8WlwbzL0amBzFbRfncvmQpOM+Yi5JEvV2N9sP2Ci12imrb6eisZ39zc5gT72TEaFUyMFolI40i56MWAM5cUYGJkeRmxB5Rp4a6Y3PH+CzbbU8++2PxVIHp0Tx2IwhjBS5R4JwVCc753W4fXyxvY73N9YEa4+BvPo/eWAClw9JYmJ+/Bmbd3mqnfFBEsALL7wQLCY5YsQInnvuOYqKio7pa091pr/HF2D+O/KKkkIBf5x+bMncIEflv39va7Cx5dBUM49eNTjkxd/tk4+SL1qxN7hipFIquCg/nqsKUpkyMCH45JQkib1NHaza09RVALKl11YI8SYtA5Oj6J8YSX6iqWu1yBQycbq8fvY0tFNqdbCnsZ2yrj/3tziPqbLwydColGTGGsiJN5KbEEm/eHkFq1+C8Yi/iP6ARHWLkz0N7ZQ1OCivb2dXrZ09je09ilkmm3VMGZjI5UOSKMqJPezx/y+3W3lzXRVbugopglzM8reT+nFR//hjXkYOBCR21dlZU9Est7nY39qjfMHBog1qEqPk6trRBrnVRaQugkitHIDqNSoMGhU6tfynXq0K3m8xaDBqVGf1Erfb5+eTLbW8tKIiWOsrLlLLgil5zDnozYQgCEd2onNeTauTf66s5L2N1cFVc4UCJuTFc/WoNKYOSjxr3mydSmdFkHQyTsdxSJ8/wMOf7uStdfsBuWXD/ZcPOGIH+W7+gMS/u9ondK8gXDk8hXsu6x+SR+PzB1i8w8rrq/eFdAs3aFRMHpjIpYMSmdQ/PmSZMxCQKGtwsKGyheJq2xG31pQKyIozMqArYOquhZQZawjpV+fy+qlukRuAdjdfrbO7aHLIjVcdLi/2Th8un7/Hz1EpFRg0KqJ0aqL0auIiNcRHakmx6Em26MiIMZAZYyTFojvstfMHpGCtpaoWJ/uaOtjXLDcj3dfsPOxWU7xJy+jMaEZnxTAxL47cwxQm8/kDrNnbzKfFtSzeYQ3mO6lVCi4bksyvLsxmxGG24g5l6/SyoqyR73bX8315U496UEoF5CWYGJQSFbzeWbEG0qINZ31y44mqbevk3Q3VvLluf/B0Y7RBzc0TcvjluCyM2vPj3aognCrHO+eVWO0sWrGXT7fWBt9cZscZ+dmoNGaNTCXZ3PvBl/OFCJJOkCRJvPDdHv66pAyQKzg/P6fgmPMlGh1u/vxVCe9vrkGS5El5ZkEqt07q16MvTUVjOx9uruHzbXUh22sqpYKhqWYu6BfLyIxoCjIsPepOyE075YrZ3ds8JVb7YVuOKBWQFm0gO85IZqyBjBgDadF6Ui0Gki26w3Y+lyQJr19CQur69yiP6d2/2+en3uam1tZJna2TA62dHGjrpKZVDowOtHWGNNI9lDZCSU58JHkJkV2J4HIyemKU9rArKw0OF2sqmlle2sjy0oaQa5EZa2D26HSuHp121CrrIE/yS3bV880uK+v2toSURTBqVIzNiWVMdgyjMqMZkmI+b4Ohg3W4fSzZVc/HxQf4vqwxuM2bbNZx4/gsri3KFMGRIJygY53z9jV18PiXu1nSVfoE4MLcOG6d1I/xubFn9cr0qSSCpJP05fY6fv/eVjq9ftKi9bx07SiGpvVej6c3Ow7YeOLL3ayuaA7edumgRG69qB8F6aHdjbvzkb7eKU/Kew/pjAxy7ZiRGRaGplkYmmqmf5Kpx3F2SZJodLjZbXVQZnVQVu+grKGdvQ3tR82P0UQoSTHrgo1XLQY1Zr0aozYCg0aFuqvytgIFfknC6w/Q6fHT4fHjcHmxOb00dXhocript7sOm5x9sO4WJxmxBrJijV1bc5FkxxpJjdYfMRgLBCSqWpxsq2kLVu0uqw89shptUPOToclcOTyFwuyYo744NDrcfLFNrlG1+aBtOZArh08eKB9/HZUZfcYnSPeVDrePFWWNfL6tlu9KGkJKTYzNieEXRZlcPiRJXC9BOElHm/M6PX7+vnwPi1bsxeMPoFTA5UOTuXViv+Oau84XIkg6BXbX2fnNvzexv8WJRqXkoemDuK4o47gi8U1VLfx9WUWwGjfIicI/H53GFcNSiDf1rExa29bJqj1NbNwn57yUH1KvoluKWUduool+8UZy4oxkx8nbaikWfY8aRI0ON5VN8nZWVYuT/c3yas6Btk6a2o+t8/nx0qmVJEXpSLHoSbHIyeHpXStYGTEGEqN0R12Vanf7ONDaSVVzB1XNTioa2ylvkHOrDg38FAoYmBTFhLw4LhkgBzNH2yptsLv4elc9X26rY11lc3D1Q6GAURnRTBucxNRBiaItRhdJktjT0M735U2sKGtkbUVzSJG57Dgj07vqWPXrw47egnCuO9Kct7qiibv/uy1YCXtCXhyPTB98XI27zzciSDpFbJ1e/vDfrcGlywl5cfzl6uEkRh19y+ZgexocLFqxl0+21gbzbRQKGJsdy5UjUpg2OClYcPJQdpeX4v3yUf8dtTZ2HrCFHNs81MFNaPvFG8mJ/zGASjD13K7q7nxeZ3PR4JDzklqdXmyd3uBRda8/gC8goQAUCgWaCAW6CDnx2KyXV51iI7XERmpIitKRFKXDYlAfMaCUJIk2p5daWye1bS4OtDqpae3akmuVg7hDawEdTBuhZGByFKMyoxmdGU1RTuxhr+HBats6WbzDypfb69i8vzUkQByebuHK4Sn8dFjycf8fn6ua2938cFBX70Pb4GTGGrhsSBLTh6X02k5GEIST19ucJ0kS/1q1jye+3I0/IJFi1vHw9EFMG5wkfg+PQgRJp5AkSfx/P1Ty9NeluH0BzHo191zWn2vGHP/pnDanh4+3HOCjLQfYelCjWpVSwaiMaCbkxTEuN5bBKeYjnjiwdXopq3fINYga2oNJz9UtnSHv7A+lV6tIi/5xRSfZrCfZrCMhSkuCSa64HaVTn1S3dUmSsLt8tHR4aG530+hw09C1DdddN8hqk4Oy3gpiHspiUJMWrScr1kh2nJG8RLnm09FKBnTz+gNsq2ljRVkTy0oaerR7GZFu4fIhSfxkaPIZ2/i1L7U5PWzY18ravc2sqWju0dVbG6GkMDsmuGLXL/7sa0kgCGebQ+c8rz/AfR9sDxZknVWQyp9mDjlvjvCfLBEknQZ7Gtq5893i4CQ7NNXMYzOGHPMpqUPVtDr5pLiWL7fXsbM2dCLSqJQMTImiIN3CqMxoRqRbSIvWH3Uy8gckrHYX+5o62NvYTkVjB3u7/l7b1nnYmkkHUyrkApRRejVGjZyTpFUr0aiUqJRKlAoISOAPBPD6pWBBxHa3XDvJ1untcVT/SGKNGlKj9aSY9XIyedd2XGq0vE13vAXNXF4/O2ttrN3bwtq98lH9g9ubKBQwJjOGy4YkcfnQpPP+lEdLh4d1e5tZVdHEhspWSusdPR4zIMnEhLw4JuUnMDrrzOzqLQjnsoPnPJPJxD3vb+O/m2pQKRU88JOB3DQ+S7xZOQ4iSDpNfP4A/15bxTNdR/0VCvhFYQZ3Tc0n9iQ6H1e3OPm+vJGVZU1srGqhqb1n4rPFoGZAkokBSVH0izfSLz6SzDgjyVG6Y1r58fgCHOg6dl/d6qS2Td7mstpc1DtcNDrcwdYcp4JRoyImUiMng0dqSYzSkmiWt+K6V7CSzLoTnnAlSaKlw0NFYwflDQ52dTXU3VVr77GaFm1Qc0G/WC7un8BF/RN6zQU7H/gDEpVN7RRX29i8v5WN+3omvAPkxBspyo7lgn6xjM2JOaYTgYIgnD4Hz3n/XGfluaXlKBXw8nWjuHTw0fuOCqFEkHSaNTrcLFy8mw83HwDkbazrxmbw24tyjykv5kgkSWJ/i5OtNTY27WthS3Ubu+vshz0yr1EpSY3uWoXpSpLOjDWQGWskK9aAWX/k3KCDuX1+2rrykeydXjo8fpxuH25fAI8vgF+SCEhymxKVUoG6q1WJrqtdSaRWHTwZd7KrDf6AnHAu5yzJuUpWm1zV+0Bb5xGrWscaNYzOimZcvzgKs2Pon2g6qS3Es5HN6WW31U5JnZ3S+nbK6h3srrP3aBoMkJ8Yybh+cYzNiWF0VkyPkhOCIIRX95y3tLiSm97eCcATM4fyi6KMMI/s7CSCpD6ypqKZhYt3s60rv8ioUfGrC7P51YScw3acPxFun5/y+nZKuo72d2+l1bQ6j1hvCOT2I+nRhmCPtdRoPakWHYlR8kpOfKT2mApmniour5+mdjdN7XLJgMZ2Nw12Nw0OFw3d+Us2F43t7mPatku16MlNiGRAsonBKWaGpZrJjDWck0vPkiTh9Mhbm/ZOL61OLy0dHhrb5Wsm16Jysrex47BlGPRqFYNTohiZGc3IDAtjsmJOahVUEITTr3vOu/iJL9hrk5hTmM7CWcPCPayzlgiS+pAkSSwva+QvX5cGc4v0ahVXjUjhurGZDEk9fTUquitXd2+j1ba5qGl1Bo/5W+2HPwXXTaGQV17iIrXEGDVEGzVY9D/WSepuoaFVK1GrlEQoFSG96fwBCY8/gNsXwO310+7ubtIqr0a1BSdzNy3tHjp6Wck4HJVSQaJJS7JFH0w0T7XIZQXkgphnZlXr7lWwOlsnjQ43bZ1yLSmH20e7y0en98cGt92rdF5/AI9fwtfVVNgb6LrNJ19bl9cfUofoWKRa9AxMlrdo85NMDEwykRMfKdqBCMJZpnvOS1/wHnExFr77/STRFPokiCApDAIBia92Wvm/b8tDkl8Ls2O4aXw2lwxIQBPRt0X1Oj1+alqd7O+qcl3d4qS2a8vKapNXbo4nyfpU0aiUxEZqiDdpiY/UkhAl/xkfpSPBpCUpShfseXamTuiSJNHgcFNe386eBodch6rZyf7mjqNWFD9ZSgWYdGqiDWosBg0JJvkaplrklcLsWCPZ8UYiRYVrQTgnHBwkPThzJLdM7BfuIZ3VRJAURpIksWFfK/9ZW8WX2+uCLS2iDWp+OiyFqYMSKcqJCemlFi7+gJz83Ni17dXa4aGlw4Ot88c6SR0eHy6vvJLRvcLRHVcpFaBWKolQKdCpVejUSgyaCIwaFVF6NVE6NWaDmmiDhhijmhijvFoVpYs4q7bDOj1+dlvt7K6zU9LdDqbe0Wvj4W7dq2AJUTqiu/K0TLru1Tk5j0urVqGLUKKJkE8PRnRVNpcrnMvXVaNSoo1Qdl1fuRGu4SxvfCsIwvHpnvNyfv8+Gx6dftK5r+c7ESSdIepsnby+uor3N9UEG32CfMT+ssFJ/HR4MkXZsX2+wiQcWVO7m4375NNfG/a1sKPW3uuKm0qpIDPGQL+ESHK6Kp9nxhpJjzGQaOrbXC9BEM5d3XPeL15cypu/uyTcwznriSDpDOPzB1hV0czi7XUsLWmg0fFjwGTQqCjKjqEoR25oOzRVNEztS50eP7vqbGyvsbG1Rj4af3DD4W7xJi0Dk6O6cnxM9E+MIifeKGoGCYJw2nXPec9+uYX5l48I93DOeiJIOoP5AxLrKpv5YlsdX++09qiJpFRAXoKJwuwYCjIsDE+3kBVrPGNzc84mgYDE3qYOiqvb2Ly/lU37WilvcPRaZLN/oolRWdEUZsUwJjuGVMv5XXRSEITw6Z7z1uzez9gB6eEezllPBElniUBAosTq4Ic9jWyukifuBoe7x+N0aiX5iSb6xUeSHWckI8ZAeoxcE6mvj/CfDVzeHxPW9zZ2sKdBrhNUYnX0Wico3qRlaKqZYWlmCjKiGZFmwWw4dSUcBEEQTkb3nNfS2ka05fSdmD5fiCDpLNZgd7GxqpXNVa1sqW5jZ63tiEe/lQqIjdSSYNKSGKUj1aLvqoWkJ8UiV7dOOEfyYyRJot3tC+kHV9d1Wq+mtVPuD2dzHbZGEMgB55AUMyPSLYzOimFkhoUE0cxWEIQz2Lk854WDCJLOIf6ARFVzh1xEsqmDysYOqludVLfIQYHvGI7wKxQQ190axKQLHrmPM2mJNWqJjdQQa9RgMWiwGNTH1Dj2ZEiShNsXCFb2tnV6g5W+5ZpCnmB9pTanh1anh5Z2D80dHty+Y6sVZNSoyOiqOp6bEEluQiSDU6LIijWeEwGjIAjnj/NpzusLojjKOUSlVJATH0lOfGSP+wIBiaZ2d1elahf1djc1rU5qWjupa5MrMHcHUo0ON40ONzuw9/JTQhk1Ksx6NZE6uZikoavRrU6tQhuhRB0hF5VUKhQoFKBAQaCrZYnXLx1UBNGP0+Ons6tKdIfHR4fbj8PlPak6QkaNioSuOkqpFrkPXFq0gSSzlqQoeRUtSn92lRkQBEEQ+oYIks4TSqWChChd13ZR7/vUgYBEU4fc+qO7gGSDwyW3BnF4aO5w09y1SmN3eZEk6PD45crYttM8fgVEdVX3Pvgj2qDBrJf7wMUYNV11luSPuEitOP0nCIIgnDARJAlBSqWCBJOOBJPuqC1S/AEpZAtMbi9ycBsNeXXI65PwBwL4AhISIEmgUoJSoSDioOKS2ggl+u4CiF1FFCO1aky6iK6GuGK1RxAEQehb53yQ1J1yZbcffetIOD4RQIwGYjRKQNP1cSpJgBfJ48Vx+PxqQRCEc5LJZDruN4dizjs+R7vG53yQ5HDIvdHS00W9CEEQBOHscSLJ12LOOz5Hu8bn/Om2QCBAbW3tCUXkvbHb7aSnp1NdXX3enhwQ10BcAxDXAMQ1AHEN4PRdgxOZt071nHeuO+9XkpRKJWlpaaf8+0ZFRZ23LwjdxDUQ1wDENQBxDUBcAzgzrsHpmvPOV6IIjCAIgiAIQi9EkCQIgiAIgtALESQdJ61WyyOPPIJWqw33UMJGXANxDUBcAxDXAMQ1AHENzmXnfOK2IAiCIAjCiRArSYIgCIIgCL0QQZIgCIIgCEIvRJAkCIIgCILQCxEkHYcXX3yRrKwsdDodRUVFrF+/PtxD6jMLFy5kzJgxmEwmEhISmDFjBqWlpeEeVlg9+eSTKBQKFixYEO6h9KkDBw5w3XXXERsbi16vZ+jQoWzcuDHcw+ozfr+fhx56iOzsbPR6Pf369eOxxx7jXE/v/P7775k+fTopKSkoFAo+/vjjkPslSeLhhx8mOTkZvV7PlClTKC8vD89gT5MjXQOv18u9997L0KFDMRqNpKSkcMMNN1BbWxu+AQsnTQRJx+jdd9/lrrvu4pFHHmHz5s0MHz6cadOm0dDQEO6h9YkVK1Ywb9481q5dy5IlS/B6vVx66aV0dHSEe2hhsWHDBhYtWsSwYcPCPZQ+1drayvjx41Gr1SxevJhdu3bx17/+lejo6HAPrc889dRTvPTSS7zwwgvs3r2bp556ij//+c88//zz4R7aadXR0cHw4cN58cUXe73/z3/+M8899xwvv/wy69atw2g0Mm3aNFwuVx+P9PQ50jVwOp1s3ryZhx56iM2bN/Phhx9SWlrKlVdeGYaRCqeMJByTwsJCad68ecHP/X6/lJKSIi1cuDCMowqfhoYGCZBWrFgR7qH0OYfDIeXl5UlLliyRJk2aJM2fPz/cQ+oz9957r3ThhReGexhhdcUVV0g33XRTyG2zZs2Srr322jCNqO8B0kcffRT8PBAISElJSdLTTz8dvK2trU3SarXS22+/HYYRnn6HXoPerF+/XgKkqqqqvhmUcMqJlaRj4PF42LRpE1OmTAneplQqmTJlCmvWrAnjyMLHZrMBEBMTE+aR9L158+ZxxRVXhDwfzheffvopo0eP5uqrryYhIYGCggL+8Y9/hHtYfWrcuHEsXbqUsrIyALZu3coPP/zA5ZdfHuaRhU9lZSVWqzXkd8JsNlNUVHTevkaC/DqpUCiwWCzhHopwgs753m2nQlNTE36/n8TExJDbExMTKSkpCdOowicQCLBgwQLGjx/PkCFDwj2cPvXOO++wefNmNmzYEO6hhMXevXt56aWXuOuuu3jggQfYsGEDd9xxBxqNhrlz54Z7eH3ivvvuw263M2DAAFQqFX6/n8cff5xrr7023EMLG6vVCtDra2T3fecbl8vFvffey5w5c8Lez004cSJIEo7bvHnz2LFjBz/88EO4h9KnqqurmT9/PkuWLEGn04V7OGERCAQYPXo0TzzxBAAFBQXs2LGDl19++bwJkt577z3efPNN3nrrLQYPHkxxcTELFiwgJSXlvLkGwpF5vV5mz56NJEm89NJL4R6OcBLEdtsxiIuLQ6VSUV9fH3J7fX09SUlJYRpVeNx22218/vnnLFu27LzrNL1p0yYaGhoYOXIkERERREREsGLFCp577jkiIiLw+/3hHuJpl5yczKBBg0JuGzhwIPv37w/TiPre3XffzX333cc111zD0KFDuf7667nzzjtZuHBhuIcWNt2vg+I18scAqaqqiiVLlohVpLOcCJKOgUajYdSoUSxdujR4WyAQYOnSpVxwwQVhHFnfkSSJ2267jY8++ojvvvuO7OzscA+pz02ePJnt27dTXFwc/Bg9ejTXXnstxcXFqFSqcA/xtBs/fnyP0g9lZWVkZmaGaUR9z+l0olSGvnSqVCoCgUCYRhR+2dnZJCUlhbxG2u121q1bd968RsKPAVJ5eTnffvstsbGx4R6ScJLEdtsxuuuuu5g7dy6jR4+msLCQZ599lo6ODm688cZwD61PzJs3j7feeotPPvkEk8kUzDMwm83o9fowj65vmEymHjlYRqOR2NjY8yY3684772TcuHE88cQTzJ49m/Xr1/PKK6/wyiuvhHtofWb69Ok8/vjjZGRkMHjwYLZs2cIzzzzDTTfdFO6hnVbt7e3s2bMn+HllZSXFxcXExMSQkZHBggUL+NOf/kReXh7Z2dk89NBDpKSkMGPGjPAN+hQ70jVITk7mZz/7GZs3b+bzzz/H7/cHXydjYmLQaDThGrZwMsJ9vO5s8vzzz0sZGRmSRqORCgsLpbVr14Z7SH0G6PXj1VdfDffQwup8KwEgSZL02WefSUOGDJG0Wq00YMAA6ZVXXgn3kPqU3W6X5s+fL2VkZEg6nU7KycmR/vd//1dyu93hHtpptWzZsl5fA+bOnStJklwG4KGHHpISExMlrVYrTZ48WSotLQ3voE+xI12DysrKw75OLlu2LNxDF06QQpLO8TKxgiAIgiAIJ0DkJAmCIAiCIPRCBEmCIAiCIAi9EEGSIAiCIAhCL0SQJAiCIAiC0AsRJAmCIAiCIPRCBEmCIAiCIAi9EEGSIAiCIAhCL0SQJAiCIAiC0AsRJAnCeWb58uUoFAra2trCNoY//vGPjBgxImw/XxAE4ViIIEkQhD73hz/8IaQZqiAIwplINLgVBKHPRUZGEhkZGe5hCIIgHJFYSRKEs1ggEGDhwoVkZ2ej1+sZPnw477//fshjvvzyS/Lz89Hr9Vx88cXs27evx/f5xz/+QXp6OgaDgZkzZ/LMM89gsVhCHvPJJ58wcuRIdDodOTk5PProo/h8vsOObfny5RQWFmI0GrFYLIwfP56qqiqg53abQqHo8ZGVlRW8f8eOHVx++eVERkaSmJjI9ddfT1NT03FfL0EQhOMhgiRBOIstXLiQN954g5dffpmdO3dy5513ct1117FixQoAqqurmTVrFtOnT6e4uJibb76Z++67L+R7rFq1iltvvZX58+dTXFzM1KlTefzxx0Mes3LlSm644Qbmz5/Prl27WLRoEa+99lqPx3Xz+XzMmDGDSZMmsW3bNtasWcMtt9yCQqHo9fF1dXXBjz179pCbm8vEiRMBaGtr45JLLqGgoICNGzfy1VdfUV9fz+zZs0/28gmCIByZJAjCWcnlckkGg0FavXp1yO2/+tWvpDlz5kiSJEn333+/NGjQoJD77733XgmQWltbJUmSpJ///OfSFVdcEfKYa6+9VjKbzcHPJ0+eLD3xxBMhj/n3v/8tJScn9zq25uZmCZCWL1/e6/2PPPKINHz48B63BwIBaebMmdKoUaMkp9MpSZIkPfbYY9Kll14a8rjq6moJkEpLS3v9/oIgCKeCyEkShLPUnj17cDqdTJ06NeR2j8dDQUEBALt376aoqCjk/gsuuCDk89LSUmbOnBlyW2FhIZ9//nnw861bt7Jq1aqQlSO/34/L5cLpdGIwGEK+PiYmhl/+8pdMmzaNqVOnMmXKFGbPnk1ycvIR/00PPPAAa9asYePGjej1+uDPXrZsWa85TBUVFeTn5x/xewqCIJwoESQJwlmqvb0dgC+++ILU1NSQ+7Ra7Sn/WY8++iizZs3qcZ9Op+v1a1599VXuuOMOvvrqK959910efPBBlixZwtixY3t9/H/+8x/+9re/sXz58pB/T3t7O9OnT+epp57q8TVHC7oEQRBOhgiSBOEsNWjQILRaLfv372fSpEm9PmbgwIF8+umnIbetXbs25PP+/fuzYcOGkNsO/XzkyJGUlpaSm5t7XGMsKCigoKCA+++/nwsuuIC33nqr1yBpzZo13HzzzSxatKjH/SNHjuSDDz4gKyuLiAjxkiUIQt8RiduCcJYymUz84Q9/4M477+T111+noqKCzZs38/zzz/P6668DcOutt1JeXs7dd99NaWkpb731Fq+99lrI97n99tv58ssveeaZZygvL2fRokUsXrw4JMn64Ycf5o033uDRRx9l586d7N69m3feeYcHH3yw17FVVlZy//33s2bNGqqqqvjmm28oLy9n4MCBPR5rtVqZOXMm11xzDdOmTcNqtWK1WmlsbARg3rx5tLS0MGfOHDZs2EBFRQVff/01N954I36//xRdTUEQhF6EOylKEIQTFwgEpGeffVbq37+/pFarpfj4eGnatGnSihUrgo/57LPPpNzcXEmr1UoTJkyQ/vWvf4UkbkuSJL3yyitSamqqpNfrpRkzZkh/+tOfpKSkpJCf9dVXX0njxo2T9Hq9FBUVJRUWFkqvvPJKr+OyWq3SjBkzpOTkZEmj0UiZmZnSww8/LPn9fkmSQhO3ly1bJgE9PjIzM4Pfr6ysTJo5c6ZksVgkvV4vDRgwQFqwYIEUCAROzYUUBEHohUKSJCmcQZogCGeeX//615SUlLBy5cpwD0UQBCFsxAa/IAj85S9/YerUqRiNRhYvXszrr7/O3//+93APSxAEIazESpIgCMyePZvly5fjcDjIycnh9ttv59Zbbw33sARBEMJKBEmCIAiCIAi9EKfbBEEQBEEQeiGCJEEQBEEQhF6IIEkQBEEQBKEXIkgSBEEQBEHohQiSBEEQBEEQeiGCJEEQBEEQhF6IIEkQBEEQBKEXIkgSBEEQBEHohQiSBEEQBEEQevH/A4BlyhHnfAm1AAAAAElFTkSuQmCC", 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\n", 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" ] @@ -442,7 +432,6 @@ ] }, { - "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -455,17 +444,9 @@ "execution_count": 19, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/thomasrobiglio/opt/anaconda3/lib/python3.9/site-packages/pandas/plotting/_matplotlib/core.py:1114: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", - " scatter = ax.scatter(\n" - ] - }, { "data": { - "image/png": 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" ] @@ -529,7 +510,6 @@ ] }, { - "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -542,10 +522,20 @@ "execution_count": 20, "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/maxime/Dropbox (ISI Foundation)/WORK/SCIENCE/xgi/xgi/drawing/draw.py:1658: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", + " node_collection = ax.scatter(\n" + ] + }, { "data": { "text/plain": [ - "" + "(,\n", + " (,\n", + " ))" ] }, "execution_count": 20, @@ -554,9 +544,9 @@ }, { "data": { - "image/png": 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", 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\n", 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" + "
" ] }, "metadata": {}, @@ -568,12 +558,12 @@ "import matplotlib.pyplot as plt\n", "\n", "H = xgi.random_hypergraph(N=10, ps=[0.2, 0.05, 0.05], seed=1)\n", - "ax = plt.axes(projection=\"3d\")\n", + "\n", + "_, ax = plt.subplots(figsize=(4, 4), subplot_kw={\"projection\": \"3d\"})\n", "xgi.draw_multilayer(H, ax=ax)" ] }, { - "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -607,7 +597,6 @@ ] }, { - "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -621,7 +610,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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\n", 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", + "image/png": 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\n", 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", + "image/png": 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\n", 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" ] @@ -714,9 +701,9 @@ ], "metadata": { "kernelspec": { - "display_name": "base", + "display_name": "venv_xgi", "language": "python", - "name": "python3" + "name": "venv_xgi" }, "language_info": { "codemirror_mode": { @@ -730,7 +717,19 @@ "pygments_lexer": "ipython3", "version": "3.9.13" }, - "orig_nbformat": 4 + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + } }, "nbformat": 4, "nbformat_minor": 2 diff --git a/docs/source/api/tutorials/In Depth 4 - Drawing multilayer-style.ipynb b/docs/source/api/tutorials/In Depth 4 - Drawing multilayer-style.ipynb new file mode 100644 index 000000000..c57936c84 --- /dev/null +++ b/docs/source/api/tutorials/In Depth 4 - Drawing multilayer-style.ipynb @@ -0,0 +1,641 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e1c5005b", + "metadata": {}, + "source": [ + "# In Depth 4 - Drawing multilayer-style" + ] + }, + { + "cell_type": "markdown", + "id": "ea8aad6a", + "metadata": {}, + "source": [ + "Here we show the fuctionalities and parameters of `xgi.draw_multilayer()`." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "b762703f", + "metadata": {}, + "outputs": [], + "source": [ + "import xgi\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "markdown", + "id": "f252027f", + "metadata": {}, + "source": [ + "Les us first create a small toy hypergraph containing edges of different sizes." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "0a032899", + "metadata": {}, + "outputs": [], + "source": [ + "H = xgi.random_hypergraph(N=10, ps=[0.2, 0.05, 0.05], seed=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "444f90d3", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/maxime/Dropbox (ISI Foundation)/WORK/SCIENCE/xgi/xgi/drawing/draw.py:1658: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", + " node_collection = ax.scatter(\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.axes(projection=\"3d\")\n", + "xgi.draw_multilayer(H, ax=ax)\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "1c5336d3", + "metadata": {}, + "source": [ + "## Basics" + ] + }, + { + "cell_type": "markdown", + "id": "12d7fa53", + "metadata": {}, + "source": [ + "Notice that this function returns a tuple `(ax, collections)` where `collections` is a tuple `(node_collection, edge_collection)`. The collections can be used to plot colorbars as we will see later." + ] + }, + { + "cell_type": "markdown", + "id": "4e879854", + "metadata": {}, + "source": [ + "The color, linewidth, transparancy, and style of the hyperedges can all be customised, for example with single values:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "a351af81", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pos = xgi.barycenter_spring_layout(H, seed=1)\n", + "\n", + "ax = plt.axes(projection=\"3d\")\n", + "xgi.draw_multilayer(\n", + " H,\n", + " ax=ax,\n", + " pos=pos,\n", + " node_fc=\"yellow\",\n", + " node_shape=\"s\",\n", + " dyad_color=\"r\",\n", + " dyad_style=\"--\",\n", + " dyad_lw=2,\n", + " edge_fc=\"b\",\n", + " layer_color=\"g\",\n", + ")\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "7eb2b443", + "metadata": {}, + "source": [ + "Or with multiple values:" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "f7a86466", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pos = xgi.barycenter_spring_layout(H, seed=1)\n", + "\n", + "ax = plt.axes(projection=\"3d\")\n", + "xgi.draw_multilayer(\n", + " H,\n", + " ax=ax,\n", + " pos=pos,\n", + " node_fc=[\"red\"] + [\"white\"] * 9,\n", + " dyad_color=[\"violet\"] + [\"k\"] * 12,\n", + " edge_fc=\"b\",\n", + " layer_color=[\"b\", \"g\", \"y\"],\n", + ")\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "310d67df", + "metadata": {}, + "source": [ + "## Arrays of floats and colormaps" + ] + }, + { + "cell_type": "markdown", + "id": "92d32d0d", + "metadata": {}, + "source": [ + "In XGI, you can easily color hyperedges according to an EdgeStat, or just an array or a dict with float values:" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "13c8efbf", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pos = xgi.barycenter_spring_layout(H, seed=1)\n", + "\n", + "ax = plt.axes(projection=\"3d\")\n", + "ax, collections = xgi.draw_multilayer(\n", + " H, ax=ax, pos=pos, edge_fc=H.edges.size, node_fc=H.nodes.degree\n", + ")\n", + "\n", + "node_coll, edge_coll = collections\n", + "\n", + "plt.colorbar(node_coll, label=\"nodes\")\n", + "plt.colorbar(edge_coll, label=\"edges\")" + ] + }, + { + "cell_type": "markdown", + "id": "56966a12", + "metadata": {}, + "source": [ + "By default, the colormaps used are \"crest_r\" and \"Reds\". These can be changed:" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "c9566bd3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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000+jvr7eff3ll1+Od955B3FxcWBZZxvONRbV9Pum41tNv+8p41aEkO4l3Gn8yZMnY/Lkya3efs899wAAzp071/GTCgEK9l1I0wBvs9m83ufAgQN4+OGHcf2NU/C3v81DUnIyduzYjvnznsKcOXNapJT84S34B/I9NSAIaYnS8MEVrAI9nU7ncb1UKoVUKg3o3LoSCvadzBXgrVYr7HZ7u/d/6623kJ2djaXLXgfLOXvs4ydMhIgT4Q9z7sH+/fsxcuTIDp2LIAgeGYRg6EgDor3MBCGEBFtaWprH9wsXLsSiRYs652RCgIJ9J3A4HB4pen8cOnQI111/ozvQu1w17mpIpVL89ttvHQ72zVVUVODzzz9HXV0dBgwYgIkTJ0Ik8u9XhhoQHVdXV4czZ84gLi4O6enpnX06JAgEMBACrKYP9PHdTbDS+EVFRdBoNO7ru1OvHqBgHzZ2u90d4B0OR4ePo9FoUFpa0uL6qqoqWCwWqKTHIZg+Bxg5ADnAKgFGAbAKACqAVYBhZO0+z3vvvYeFCxeC5TiotVGorihHRmYmPvzgA2RnZ3f4/IMhFA0IX+oamn/f3n06ymg04sknn8S7762B1WIGAIy9ahxWrVyBPn36+HychoYGbNu2DWazGWPGjKEGQ1dAE+2DLlhpfI1G4xHsuxsK9iEUrADf1LRp0/DSSy/h8O+HMWjwIADO6ThLX3kZcrkEk67JBPjKiw/w8rQCWGdjgJEDjAxAY2OAkQGMEj/tPo5//OMfmHTLnbjjvkegUKlx7vRx/Oe5pzBnzr3YuXOHOzh2FzzPB/V4gdQ93H77dHz73Q5Ej5oJZfZwWKqLsO/ndRg95kocOfw7EhMT233+119/HfPmzYNerwfgbMzMmjULK1as6HY9FkJI+yjYB1nTArtgBxAAmDNnDr766itMv3UqbrjxJqSmpeG7b7/BkSNHsOS5KdBq2++1AzwgGJwXlyaNgndXf4SM3DzMeXSeOwBl5vXDg089jwV/uhM7vn0P11xzFcAoGzMGSjAMF9TXGek6mn04dOgQduz4Dmk3PA513uXOK+PTEZMxAOfffxL//ve/8dRTT7XZYNi4cSOeeOIJXHfr3bh1zkNQqjTYueUzrH71OUgkEixfvhwAul2DLRJQxz74wr2Cnl6vR35+vvv7goICHDp0CDExMUhPT0dNTQ0KCwtRUuLMwJ48eRIAkJiY6FNDPVQo2AdIEASPHnwoAnxTcrkc//vf/7B69Wp88slH2LljK4YOSsT692ZjzBXBSa+fOF2JgZde3+KPILf/ICgUCpw6thXXXF7eeK0zYAgQN2YGJI3/SptlDmRwDis07VUyqKqqxdFjp6FSKzFs6AAvAajpObR1m7/39xbomh+vyX28fSC0uI5t5Wtv1zV/rPP7nTu3QyxXQZVzicetnCIK8qwR2L5jJ+bOnevl2BctXboMI664Cvc/Od/9M5w0bQYsJiM+eud1zJ07F7GxsY0vIbCZFq3VRhDvaMw++MI99W7//v24+uqr3d8/+eSTAIDZs2fjvffew6ZNm3Dvvfe6b58xYwaAzi/4o2DfAa4A76qgD3WAb06hUOCRRx7Bnx+6EbBsD/rx43opUXL+TIvrayrLYTKZEBvDAYIZEBxw9jN4OFMDrveBBwS+8Xsenn0RBoAIFiuDBYsP4X8b8mG3Ox+XkhKFJYsm4Oor+wCsOOivK6yEpq+98T3yeE/QeJ298X10TrXk7Iec33vJCggOGzihEkLD0sZGldj5r6uhBTFsNgaHD/+OB/66qEVj7bKrJmDtildx5MgRXHXVVc5jhrCAEmi7MLL59zSFk0SCcePGtfk3M2fOHMyZMyd8J+QjCvY+EgTBY4pcsD8gO4RvCMlhb795CJ6avwm//rwLI65wBgW7zYYP3ngZCoUUk8dnOu/okbpv9oHMNH9/GgOf4Ax8f1v0IzZsLgTX+0bIEwdDsNSj/PRW3PvQp/j8w7EYMjAKziAmAsA5AxsaL6zra6nztmD2Jj2CtOucvQVpL/cD7359zmM1fawdFxtEDniukd74Z8gwuHZsHJa8ZoLu+PfQDrzGfVo2XQWM537FdQ/3AewFuNiIcF2cjSgOEshkItTVVLV4aa7rlEplYO9RO5o2IILVEG7egOA4DjKZjDIJBAwCTOP3kEwJBfs2tLWKXVfQ0FCNynIbstJFQe39TL95CLbvPIWX5z2MAcMuQVxSKo7s/wl1NdV4/dVbodKkAnwtIFibPKq198Z1XpzzPoyAwgsmfPbFWYgH3gZR5mjnvZSxEF/yR9h/+BfeeOc8Vi3NwcXgKTh7wLA6r3O4rnMFWbbxebjGBojIeZ2roQAWzoaDK0i7gm6TrwUBFwsXmgRRj5950+Dq+r7p8RzNGga887wYzn1+PM9i54+V2P59ORy8gLGj4jDx6iSIRCwgAP3yJLj1pjRs+OptWKrOQ5ExGNbaUugOfYmkeCnuvi2j8Ziixtckb5xtIQcYCViwmDJ5ILZv+gjX3HgromPjAAAOux0b3l+FlNRUDB8+vN3fga7G1YAQiUSQyWQQiyM080OD9kEX7jR+pKJg34wvq9h1FSxjgkgU/N9UkYjDymW3Y9Pmo/hs0++oKSrFxHFpmHP3bejfN8F5Jy4e4A0AX4+LPV5vWn4y7fm1DIIAcKme6wEwLAckDsfPe79vzFq4grkrCDftQTdNkTcNzk0aCGh+H6bJhXVeGBbOBkFjYwFss4yF6zh8k+eFl+8bH8ewcDc23I0QJ5PJjtl/+gU/76uEWK4Bw7D48H/nMLB/NNavuhxRUc56hleeHYbMVBXeWfc9in/bCpGIxQ0TMzB/7mhE9eoFQHIxje/FXx69Gt//9A6evu8WXDlpGhRKJX7ZuRUl5wuwevXqiOwNi8ViyGQyv9d56GpozD74wl2gF6ki+y8nSHieh9Vq7dAiN51JKbdCmRKaH6FIxOGWmwZj4rUDUV3LIz2Fa/ZHwQCsytmj5HUAr/ftwAIglTQ2AOxmQOQ5DUywmyEWC4Aj/2I7gWma8m78mmnyddPrW72wTe7nwjeOl1vhbFA0BnZeaHJX1/1dj+caL2KAlTT2sD2DemuWLDuOPQdrIc6YCFbl3DFLYizHifzvMP/FY3j95TEARBCJWTzx5yQ8/NDVuFDiQK8YFTRaFbwX/bWUmhKFLz+5H2++/Su+/PorWCwWjLr8crz+2isYMWKET8foChiGgUQigVQqBcfRbA9CAtFjg73D4XCPv0dSgG9K4PXgHQI4LnQtU0EAHI628oYcwEY7p+G1SO2jMZg6AMEG57i1DVeNUkEmE8GW/x0kA2++eFezDijZi5tujYIzRd20V960x37xHz9eCdrOQHhpNAhNMgAsGr92ZQtsAN9k+MAjU+A6jqt3z8FiAdZ+WghE9wenTnE/K6tIAB87GF9s3Y9nF6gQE611NiIgBgsBBrMdsYzr+L5LStTguWcX4PnFff16XFfgCvLdcUyesvjBR2l83/SoYB+KRW46iyA4UF9vRFGJAwP6iPzek9lXahULtcqHD1xGArBxAF8H8NWNwd0GbwFWq5HgqUd6458vfw/GVAkmYQgEcz2Ewh8RrRLw0Jwk10HhMebPAJ5p+aZp9KbBvCMfh03T/E2fp/GYvtaZMU3S903G6qurbTCZbBDHJ7R4CKtIgNXBo7gMiIm9WDzHcUBuFgeJuAM/W0YMiHJQUlICs9nc6ase+oJlWXdPvrsFeRI6lMb3TbcP9q4Ab7Vawz5FLrQaoJAzSEvmOq9lKtgbe/JWQLBc7NUzYgD2JoG4+eMseOCeBMT3YvCftwtx4rfjkEg4TLsuGnMfzkVivKTpnZv86/raW1D3J9A3T+13gGtoQQAAUZNiwMYiQUYM59i689/oWEAq/RUOUzWgTvU4FG+qAsMySIhXN3sKBnJZB3+4bDoYRgyNRhPy6vtAsSwLmUwGiUTSYz54CQm3bhnsQ72KXZfA6yGRMJBIQvvhWFfvQFEJjwG9WbCsvTGoWwDYGlP03nAAowIgA4QGuAvsBAGABXabCfsO6aCQs/jgzb6QiCVQyB2Qy1zDKa7CyObV8G0J9piugIvV/Y1FfIyoMXi7pgNK0CLQu4v8PH8ucgVwy5QcfLzpKHh1Clh5LwAAb64Dan7D+HG9ER/nGewdDgEVVQ7ERHGQSv38OYv7AQBUKpWfrzt8OI7rdtuItkfw51e6jWOQiyiN75tuEezDvYpdl8A3wGIVYDDyiNKwwU/jCzZAsEIutSI53gqGt/qfHWdEADQATM4iPhixbWcFnn6uAOUVJgAAyzG45fpoLP57CiB0IGAzrnHz5pcWLwgXp+uxTe7SfNpe49z+FgG8aaW9K6D7lxmYP/cy/H60GkePfwGRKgECWPCGMqSnarB44eXOTAlz8U+S54H6BgFqleBfsGc0YDjnspxmsxmCIEAul/t1rqEU8dPnAtLa76e/xyAulMb3TcQG+6ar2Nlsti43Bz7khAaYzAKKS3loVGxg68q4VnATmqbjnQ0mqQiQatt6bNP56q45603nsQvuHv2B36px/+PHIU8fgvQ7boNYGY2GM/uwcetaGEzFeOv/tbUrm6v53jS4A54ffE164WABtklP2z033XW76GKTXhCcXwtCk6l4TQN8cGjVEmxaNwVffH0W33xXCJ4XMG7MaNxyYy4UChHgKAe4GOfceQBiMYO+uR0IiKJc95eVlZWwWq3IyckJ1svosO4yfY6QSBRRf3U8z3ssU9vTAnx+fj7efPNN7Ni5Cxxrw8Srs/Hg/aMhEkX7fhBBgHM83RXUrY3FdN5ZbTxMZgEapR0M0zyY+1DkKPCAYATAY/l75ZBEJSH5hr+C4Zy/etFDrwMrkmDLt6tQUJiArHRZk6l2DCA0WxzHPZe9ydx49/fNcU0eK4JzvX5p43WNKXn3IjwMLi5fa4az2t7qfK+CSCrhcNtNeRg5vB8EAchKa3p8HnBUAawGYDQdzC8ygPhiBX5ycnKn/524iu4oyJOQCDCN31MSJV3+r6+rr2IXLgcPHsT0O+6AVKlBvyvGw+Fw4LPNX+OLr49jw7p7kZPVy/sDXfPIPXrtTd7DNnvmDhj1IhSVyTEgr8H/Tq5gBwQTXFmC3ft1UPS+wR3oXdR9rkDZ9lXY+zuDrKx4ePbCfXnSpkG9cSOexulrnkG9vWOxznF4RuL+1j1tULACsDQ2AAIfJkqMc7Q+9srrAMYCqyMGBUUCUpM4KBU+vvlcIhhGcfHbTpqf3p2nzwWCxuyDj9L4vumSwT6SVrELl3l//weik9Jx18LXIZE507yjb56F9/5+P55fsg3vrpzZ+Clg8+y18xZcXIWuaTBvunFN6zRqO/qqTGBZcZNpZRyaTjETBBaMO9gyjbc5GlfX08LVK5fJ9sNiabn4Dm92brUrlyrdKWzvuIu9ckidO+kxUjjH2V0BPdjBzVVd37h1MAtc7PW73msb/C1okEnbub9gAYsKaJTR/vWIRZ7z6mtqaiAIgnuXu1Cj6XOEdE1dKtg3T9H31F58c+fOncPh33/DbX9d7A70AKBQa3HJDTOw7d1X0VCbD7UKuDhOjsZFaVyV4U3XjG9aYd7sX4+vWbAM67U/bDLZ8OaqH/DfTw6hskKHzMxeuO/uSzDrrkvAwuCcb+8K3IIAwIqp1yXh3Y9+gH3EFIjUvRpvElCzfxNkcjHGjYlrPLorqDem3VkpAFljQHcF+87k2ozHRWjS+7c2+bp19Xrnu6pVtd7gErEOJPWqAlgtnIWO7WAkAJfpcVW4ppyyLOuurO8pPSXSNVA1vm86+1PTg0gkatGL8baDluu65pfWbmv62EjU0ODc3U4dG9/iNk1sHHhegME+DGqZqsnUOIszjR4go4lHdS2PlETOXfFvszlw9/3/xf5DxVD3vQrx/dNRXXwcC57fgqMnCvHyPy93PlhorA2AGYCA/5udhS+2FqPoo3lQ9b8WYlUMDGf3Qn/+COY9OQaa6N64uO67/6vGdR7GM/0PwJlBsV2cpths/L9e136wFwTAamMgFtWD5SwAGwPPdfubYbPANLs9MTGxA6/Hd67pczRH3je0Nn7wURrfN10q2HvjbW/sjmqvIeBvAyJccnJyoFSpcGrvLqTk9vO47eTe75GUnIKE9NvBNHt/BMEB57Q3AwAzwJucxXKCpXEsvbFhIJgbv245ZMLzgNUqeIwTfrHlKPbsK0Dabc9AkdIfABA1eALkqf2w7uPVmDU9DYP6KXExuDmL4+ITYrBp3W14bfkBbPjia9SaLBg4IAV//s8duGFS/2C9XV0Ee7EgsPFb59CGM/2fnmJpt/dvtQGnCsTISrNBpTADfAXA9oJrAxye5/Hj7gIUFFQjIVGDayZdj3DNWO/Z0+dIV0I9e990+WAfTIG2AJtqr4HQ2u3ebmuPQqHAnNmzsWLlSii00Rh6zY1w2O3Yv+Vj/L5zMxYuXOi1IeTs5akArnFhlXaGsy82DkyN/xqhEpuh0po9Ggdffn0SypS+7kDvoh1wDer2fIyvtpVi0MAxzjQ+I0XT3dkSk4F/PZeNvz3pQEWVHf3ypOB55/vQ/VvYnHPjIDStS2g+/n+xASAWAdlpNshkrv0A7ICjDGCjcbrAhPsf/ghnzlZCLBbDZrMhPn473nzzTYwaNcp9jKKiIgBAWlpaUF6BWCyGVCqlIE9IhOlRwT6YglV85GuG4ZlnnkF9fT0+eHcptr7zGgDnlKY//vGPeOCBB4JyLr42DkzW9WBkxpaPZzmwUhWMtt6A4o5mhYAOj/n3sXE2xMY517Y/caYCsdESJMRJL97Xve5906+b7UUv+FZk2BWVltnBsEBifOvj/yxrgVJpa5FxMRkqcee9n0GhisfK95djwJBhOHc2H0sX/xOzZs3Crl27kJycDADQaHwY6/cBTZ8LDtoIJ/goje8b+svtZP4MU6xatQrz58/H9u3bIRKJMHHiRCQkXNxYxZ9hCF+HKXQ6HQoLC9GvXz/3NK7LL7sMu5f9Bw5jPTjFxRV3zBVnYKopweWjxoMR+b7xSmpGvbOwSybz+TFNOTMSdlxsDNid4w/uGQiunfeaz0ZwNNY1uBoP9sbrvDQsWkxLtMMZmB3N7udqmLT9kSwSM62kDy+O/9vtSlTX8YjWAhKRq/7Bik1fH0ZZeQPWvbUBaRmZAICsnFy8uGwFbpkwGu+//z6efvppAIBW29aKSG2j6XMhQNE+6CjY+4aCfYRJT0/H2LFjwbIsYmJiUFNTA61WC47jQjJMIZFIIBKJoFarwTAMBEHA/fffjzeXr0DhhhcRO+ZuyOIzYbxwDLU/rEF2Ti4mT54MlmXbHKaora1FTU0NcnJyAgpIgCsj0SwN0cnbnwuuxYvQpHEgONyNg7iUphkPu2cjQnD+6+CtqNZVQq3VQiLm3I89cvIEsnNy3IHeRalUYvhlV+D33393X2c2m8EwjF/rz9P0OUK6Hwr2Ecg1Z9psNqOgoAADBw4M+uIprg95pVLZYte0tLQ0bPtmK+68624cXzffff2VY6/CurX/9ZjT3dowhWuLYblcjtraWkilUshksm4zm8LZ6BI3XlxXXvzS4XCAYZg2g6lMAgwY1PJ6bcx+VFf/CpvVBrHEc+y8vLQYfXIvZlVKS0vBcRzS09taitiJps+FA62NH2xUoOcbCvYRKCoqCoAzaA4dOjSkvS+73Q6j0eju2bsMHToUR48cxt69e1FUVIR+/fphwIABLR7f2jBFr1690KuXc659ZWUl4uLiEBMT0+a5dHS6ZWfPpvDm/PnzEIlEPgXh5m6++WYsXboU699/G/fc/5D7+h3bvsbJY0fw9Ny/uK9LTU31dggPNH0ufCiLH3yUxvcNBfsIZDKZIAgCFApFyJdD1ev1OHPmDIYMGdKiOIthGFx22WW47LLL/D6uw+GAw+GARCLBwIEDffqDC/VsiqbXtzWbIhgNh8TExHYbaRaLBUVFRUhLS/NIw+fm5uLRRx/Fv//9//DLT7swdMSlyD95Aj99/x1uuukmTJgwwX3ftqrmRSKRO8gTQro3CvYRqKSkBIIgIDU1FSUlJUhNTQ3ZB7ZGo2lzmMBkMqGsrAypqal+TceqqqpCaWlpyDMTrQn3bIrm12s0mnaHKViWhUKh8HquTz31FAYPHox33n0XWz7/FElJSXjppZcwY8YMjwZRdXU1OI5zZ4MAmj7XqahrH3SUxvcNBfsI5Er92u122O3B3ZWtOdc4bmsEQYDVavW7hxsdHQ2Fwrlhy/nz56HRaBAd7cfufV1ERxd9qqurA8uyHsWJ3hoJ0dHRrTYebrrpJkyaNAn5+fnIyMiAXC5vkW0wmUzujAxNnyPdEaXxfUN/9RHI1SMTi8Xo3bt3SJ/LZDKhsrISKSkpXnv3CoUCffr08fu4EonEnY3geb5LjKOHU0VFBSQSicc8+OYfWq4tncVicasfSCqVyusmN80zCCzLUmU9IT0YBfsIVFVVBZ7nER/fcq38YHM4HDAYDEEPxkajEXq9HvHx8cjKygrqsSOBL400k8mEEydOoH///pDL29oNsKVg1jeQ4KEsfvAxCDCNH7Qz6dqoqR+BzGYzzGYzDAYDDhw4AJPJFLLnUqlU6NevX6upX71ej4MHD8Jisfh1XL1ej7KysmCcYrclk8mQl5fXZj2G2WzG0aNHW/0dOHPmDIqLi0N1ioR0OpZhAr70BNSzj0Cu6VQ2mw1paWmdWmglkUiQnJzs9zhwfHy8OzPx+++/o1evXu4lXnuCoqIiSCQSjxUQm+M4rt3lbl33aa2AUqPRUCFeVyIwzkugxyBuVKDnG+rZRzCxWIy4uLiQFlw1NDTg999/h83Wckc8AO6AFcgUwNTUVI9q8Z7AlzF0q9WK8vLyNoswxWIx0tLSWu39x8XF9bj3lhDSEgX7CFRYWIgzZ87A4XCgrq7OvRpdKEgkEsTFxbUamOx2O3Q6nd8r3NXW1uL06dMAgJiYGHdlfk+RkpKCuLi4Nu9jtVpRUlLSZrDneR5ms7nV999sNsNqbXsrXUIimas+JZBLT0DBPgJpNBpERUXBYrHgzJkzMJvNIXsuqVSKpKSkVnvuZrMZp0+f9jugcBzn7o3qdLqQvoauiOf5dhtIKpUKw4YNg6yNDYJMJhOOHj3a6vt39uxZqo3oQoQgXfyxfPlyDB48GBqNBhqNBqNGjcKWLVvafExdXR0efvhhJCUlQSqVonfv3ti8ebOfzxweLBP4pSegMfsI1HS53MGDB4c0je9wOGAymVpd3EWhUGDQoEF+jwu7PngA4Ny5cz1uzP7kyZNQKBTIyMgI6DgymQy9e/dudS2E7OxsmnLXw6WmpmLJkiXIy8uDIAhYs2YNpk6dioMHD3pd4tpqtWLChAmIj4/HJ598gpSUFJw/f56GgyIcBfsIZLFYwPM85HJ5yIuvDAYDTp8+jYEDB3oNKK4d0vzl6tmKRCL079+/xwWk1tYtaMpoNKKoqAjZ2dmt/pw5joNarW71GG1lBUjPMGXKFI/vX3jhBSxfvhy//PKL12D/zjvvoKamBj///LP79y4zMzMcp9oxTIAL4/SQnn3P+oTtJkpLS3H+/HnYbDacO3fO72lv/lAqlejfv3+rAd1isaCwsLDVAr7WVFVV4fDhwwCca7T3tGCv0Wha7CbYnGs/+bY+yKxWK8rKylod16+oqEB9fX1A50qCKIh5fJ1O53Hx5XPA4XBg/fr1MBgMGDVqlNf7bNq0CaNGjcLDDz+MhIQEDBw4EC+++GJIa4MC4arGD+TSE/SsT9huIjk5GVlZWe0WZwUDx3GQy+WtBhye52EwGPw+B61Wi+xs51asRUVFqK2tDfhcI0l9fT0MBkOb95HL5cjKympzmMZms7VZsV9XVwej0RjQuZKuKS0tDVqt1n1ZvHhxq/c9fPgwVCoVpFIpHnzwQWzYsAH9+/f3et+zZ8/ik08+gcPhwObNm7FgwQK88soreP7550P1UkgYUBo/AjXtZfft2zekz2WxWFBZWYnExESvQUcul6Nfv35+H9e1bzrgDFhdtdcQKsXFxVCpVG327gVBgMPhAMdxrTa2lEolhgwZ0uoxQr2cMvFX8PazLyoq8liHoa09LPr06YNDhw6hvr4en3zyCWbPno1du3Z5Dfiu1TlXrVoFjuMwYsQIFBcX4+WXX8bChQsDPPfgYxr/C+TxPQEF+whUW1sLm80WluVy7XY76urqgv5cJpMJBoMBvXr1cvfwexJfGkg6nQ75+fkYNGgQbUNLWmha5NoeiUSC3NxcAMCIESOwb98+LFu2DCtXrmxx36SkJIjFYo+akn79+qGsrAxWq7XL/S4GWlHfU6rxKY0fgUwmExoaGmCxWHDo0CHo9fqQPZdSqcTAgQNb/QM3Go347bff/J4619DQgKKiomCcYkTyZX6vQqFATk5Om2l8g8GAEydOtDr18fTp0ygvLw/oXEkQdcbcOy94nm91jH/06NHIz8/3GJo7deoUkpKSulygB2ieva8o2Eeg5ORkdxDo7D9AkUiE+Ph4v1fQi4+Px7BhwwAAR48eRWlpaShOr8sqKipCVVVVm/cRi8WIiopqs3jRVVPR2n1UKhVV5Pdw8+bNw/fff49z587h8OHDmDdvHnbu3Im77roLADBr1izMmzfPff+HHnoINTU1eOyxx3Dq1Cl89dVXePHFF/Hwww931ksgQUBp/AjGcVyba6sHg8FgQEFBAfLy8ryOCUokEiQlJQX0HAkJCT0uIDXfd94bq9WK+vp6xMbGthrMZTJZm3P1A/3ZkODqjF3vKioqMGvWLJSWlkKr1WLw4MHYunUrJkyYAMC5ImfT36+0tDRs3boVTzzxBAYPHoyUlBQ89thjeOqppwI889CgtfF9Q8E+ApWWlsJgMCA7OxsGgwFyuTxkC+uIRCJER0e32nNvb9Gd1tTV1aGqqgq5ubno1atXsE43YqSnp7d7H6PRiMLCwjZ79+3teW+xWMBxXEgXXiJd2+rVq9u8fefOnS2uGzVqFH755ZcQnVFwBbpznb+P/f777/Hyyy/j119/RWlpKTZs2IBp06a5bxcEAQsXLsRbb72Furo6jB49GsuXL0deXl6HzzEYKI0fgeRyOTQaDex2O06dOhXSqVVSqRQpKSmtBguz2YyTJ0/6PWbPMIy7AaHX63vccrnt9eoB50qJI0aMaHPhpIaGBhw+fLjVdQ5OnjyJysrKDp8nIcSTwWDAkCFD8MYbb3i9/aWXXsK///1vrFixAnv27IFSqcSkSZM6/TOOmvsRqOlyuQMHDgzpKnquQh6pVOq1dymXyzFgwAC/6wZcc4MBoKCgADExMUhJSQnKOUeCo0ePIioqyr1dcUcplUrk5ua22hjLycmhLW67ks7I43dz4U7jT548GZMnT/Z6myAIWLp0KebPn4+pU6cCAN5//30kJCRg48aNmDFjRsdPNEDUs49ANpsNZrMZDMO0GoSDxWg04tixY61W7rIsC5lM5vc5CILgrvbt06cPEhMTAz7XSJKSkoLo6Og276PX63H69Ok21yAQiUTQarWtvv9KpbJLVlATEizBqsbvyIqEzRUUFKCsrAzjx493X6fVanHZZZdh9+7dQXvNHUHBPgKVl5e7t7gtLCyEyWQK2XPJ5XL07du31QU7rFYrLly44Peud1VVVTh06BAAZ5Gfv9X8kS46Orrd5XIBZ2OqralBFosFFRUVra5gWF5eHtKpmYR0F/6sSNga1w6TzQunExISOn33SUrjR6D4+HjExsZCEATo9fp2e4iB4DiuzaDkcDjcFeP+UKvV7s01iouLoVQqe9SuWvX19ZBIJJDL5a3eR6VSQaVStXkcs9mMCxcuICYmxmvvvrKyEgzDtHscEk49pPw7TIKVxvdnRcJIRME+AvA87y7AcqWdXNXXffv2DemiEFarFVVVVYiLi/M69usas/eXTCZzT7czmUw9LtVcWFjYbp2Ca3peW0MkWq0Ww4cPb/X2gQMHBnSehHR1warG92dFwta4hiPLy8s9pr2Wl5dj6NChAR07UBTsuzCbzQaLxdKi0lqv1+PEiRPYuHEjTpw4gbi4ONx+++249tprwTCMOzgEYyUpu92OqqoqxMTEBLXQy2w2w2g0IiYmxr2MZ0/Sv3//dhtptbW1KCgowLBhw3rcroCERKKsrCwkJiZi+/bt7uCu0+mwZ88ePPTQQ516bhTsuxhX9bvVam11HHbLli1488030dDQgKuvuRYnjh/HPffcg7vuuhsvvfSvDu+C11rwz83NhSAIMJlM7qDj+tdqtSI/Px+5ubk+jUG7uJbLjYmJ6dC5RjpfahSUSiWysrLabBQ0NDSgtLQUOTk5Xo958uRJxMXF9dj3mXR/gW4t5O9j9Xo98vPz3d8XFBTg0KFDiImJQXp6Oh5//HE8//zzyMvLQ1ZWFhYsWIDk5GSPufidgYJ9F9FaL7652tpazJs3DxMnXYclL78CXV0d1FotPt+wAfOe+iuuvfYaTJo0qUPn4Muqbs3Z7XZIJBIYDAZYrVafMwgajQYDBgyA3W7HiRMnEB0djeTk5B6zTnVRURFUKlWb9RZNdwZsDcuyrS6oAzjX16cFdboQmnoXdIGub+/vY/fv34+rr77a/f2TTz4JAJg9ezbee+89/O1vf4PBYMAf//hH1NXVYcyYMfj66687fZVQ+hToRL704pvbtGkT7HY75j/zT0ilUsQ1Vn3eMXMmPlq/Fh999FGHg703ZrMZRUVFSE9P9xp4RCKRx7S5jjQY5HI5BEFAXV0dALTIHnTHjS182dbXYrHAYDAgOjq6zS1us7KyWj1GWlpaQOdJSFcX7l3vxo0b1+ZnHMMwePbZZ/Hss892/KRCgIJ9J/C1F+9NRUUFcnJzoW+oR0xsLAwNDaivaIBJZ0JmVA4Kz5zH6QNnIZKInBcxB7FEBE4iglgsglgmhkgsAsf5NgbsqsZvbcxYEAT3ojv+BFm9Xo/q6mpkZGS0SDG7Gj7BHo7w1nhoq0ERSr5s66vX63Hu3Lk2e/88z4Pn+VZ771arFRzH9bipjYQQTxTsw4TneVitVlgslg4HMcC5IlrxhQuoq6tDGs/j/PlzSE1PgzpajWMnjiIvvTfKzlXAYrTCbDDDbDDD4WjZCmVZ53K1nEQEkYiFSMKBFbm+FoPlGOzdtwc7d+1EeVUF4nrFYtLkSZh8w2SIpWKIxBxEEhEcggNFJYXIzcuFRqMGy7E+FZM1zQCYzWawLBu0ivyOZBea8yVz4JoD761BEWhB3YULF7Bu3TrU1tbi7NmzmDp1qtf3p7a2FufOnWu1iO/w4cNIT09HXFxcQOdDSCAcDgcOHz6MjIyMoE8VDncaP1JRsA8xVy/ebrcHHIAA4Prrr8dzzz2HZ/+5CMv+/QZy8vJgtVrx6rJ/4VTpMbz42nNIjk1FTWkteF6AAAGCQ4DVbIXJYIHZYIJZb4HDwYPn7bDZ7C2fRAC2b/8WR44cQWJaBgb3yUV1eQXWvfkxDnx3BJMmTnRXtTiHIB04+0MJGMAd7EViFiznzCqwIs7ZOGi8cGIOIrEIIrEIR4tPoKKuHGqNCnGxCRBLOHBiEcQSEURSEcQSMTgRC5ZjwYm4sP1hhrrBcOzYMcTFxSExMbHFbcuWLcPcv/0NDCeCRBkFU2050jMy8c3Wr9GnTx+P51Cr1cjOzm7xvtjtdmzZsgWHDh1CbGws7rjjDr/XQiAh0EPG7B9//HEMGjQI9913HxwOB6666ir8/PPPUCgU+PLLLzFu3LigPl9PiNd1dXUBrUVCwT4EXL14q9Xa7risv2QyGVavXo0HHngAV105Ctk5OSgtKYHFYsGLL76IUVdeDgBIzklARVEVqi5Uww4eMqUMMqUMgBYM01gvYLLBYjTDrDfDbLC6A39paQmOHDmCYaPGIqt3HzBSMwTLEJw/cwa//vgd+vfrh7R051iwsxL2YoqYd/DgHTzsfoxQCOBRjlqcwQWvtzNMYy+6MRvBijhno0DkvIgkHDiRqDHb0NhYEHONQxccRGKx83qJCBKJCJyYg0QqAStypvE5EQeWa3uluo5oq8HgmsrYfBOjH374AfPnz0fS5Tcj+fKboJUwuFBRh/KtyzDt5luw55fd7pS9q3GgUChgt9vd1505cwY33jgF+fmnoY2OgV5Xj7/85S9Yvnw55syZE9TXSIg3n3zyCe6++24AwBdffIGCggKcOHECH3zwAf7xj3/gp59+6uQz7Nr+9a9/ITMzE3fccQcAYPr06fj000+RmJiIzZs3Y8iQIX4fk4J9ENlsNlitVthstqD04luTmpqK1atX4/jx4zhz5gyioqJwyy23IDk52X0fsVSMlNwkJGUloKq4BhXnK2ExOyOwIAAMw0KmkEKmkELby9kAEATAarbix/3fQ6KWI6f/IPA2OwSrDBBYpGfn4dThX3Hy1Al3sBcgwAYrxJCA8WMSix1WWBkzFIIGTDurNgsC4HDwgAOw25yNp2AsEMyyzveBZZ2ZA1bEQiRiwYlFzkaEyDXMwUEsFV1sZIhF7mEMUePXYqmzQSGWiMFxLBiusWHCsV4bEq2lMle/8w4UCdnoNeZucIwVLEyQxaUjfvyDOP/RAmzfvt2jV2SxWGA0Gt3H43ket956G8CJ8er7nyMpJQUWixUfvf0fPPTQQ8jMzMQll1zS6tBDsIcjSM9UVVXlLtzdvHkzbr/9dvTu3Rt/+MMfsGzZsqA+V3dM469YsQL//e9/AQDbtm3Dtm3bsGXLFvzvf//D3Llz8c033/h9TAr2AQplL7410dHRUKlUGDp0KE6ePImkpKRWV35iORbx6b0Qn94LtWW1KDtfBaOuZah0tU0kMglsggXSaBl65TpXgLKbrbDbbLCb7JCo5bDyNshVcvA2O6x2Gxy8FSKBAwQRAAFMk+M5D+68QmDgkcZkGTHsvB02xgoWLLjGx7seIwiA+2CCAIFhGq8XPI7tvF/jFwIa73fxOM4mCeP++uL/Gxs+gtB4n2bnjVY+CJjm3zIet7FgwHAMWI4B0xhAOY4FJ+HAsc5hDHA8RBIxpBIpOJEzuyCRiVFwoBjR0f0hvlAKGxhUKWVgpUbItamQSpQ4fuwExo4d6w7CRqMRFy5ccAf77777DmfPnsELK9Yju88AVBWehio2AQ/M/SdOHTmEt956y+9eQbA2GiE9R0JCAo4dO4akpCR8/fXXWL58OQDn72uwi0XDXY0fDmVlZe6ZNF9++SWmT5+OiRMnIjMzE5dddlmHjknBvoPsdru7oj6UvXhvxGKxezW75mO4bYlOjEZ0YjQaavUoP1eJ+qoGr/fLzsrGL7/sQUNdLVQaLSCyQSqRwwE9ikrycemoW5GQ2QuCnYfdwUMsSYPA87DbeDhsdtjtDjisDtjtdthtDjhszq/5JoWCLCSAzYbjJ46jwV4H3iYgPSED6RkZnb90uLudIDRpnAhN2gqNjQpXw6FpywEA48oUcMzFrAHnHIZwfs+gwd4AuV0BOBg47A5YzRZYjTbEsL1QX94AmfwCHFEqCHXOP1GHuQHR1lgYC6z4/uPdYBuHMFyZhsN1xyCSiLHn232IU6YgWhYHXVktopOyIJI4f1cGjRyFY8cO+v92BKF+oSdMpyQX3XvvvZg+fTqSkpLAMIx7F7g9e/agb9++nXx2XV90dDSKioqQlpaGr7/+Gs8//zwA599iRzuVFOz94Fqj3mKxhK0X743JZILRaOxwwZU6WgV1tApmgxll5ypRW1YHnr/4YX7FFVfg8y82YcMHq3DtlFsRm6BFRWUZvvviM8gVclw1bqxz3FgEcA4HrBa7OyAwHAOFTA6xrOVCLzzf2Biw8SgpKcF/13yIypJKcPJeYHgb9pn3Izc3DzdOvgGMj1MDQ4JxpvhZTgSO48CIWIgaA7azZsCZ8ufYxn85DizHOAsIvexSxze+RzaTFVaLDRaTFUKDCLXGBnCMEWDgnhkxcPAAbNv+DXhxH8TGxSFKbsOFWglqj+8GJ2cx6qpRLdc7EACr2Q6r2Q61UgOTSQ8rY0V8fBzYJu9j6YXznbaSXrCnU8rl8shcLEhgnJdAj9HFLVq0CAMHDkRRURFuv/129+8sx3F4+umng/pc3TGNf8stt+DOO+9EXl4eqqurMXnyZADAwYMHO7y8eAT+tYSf3W53p+rD3Yv3xmg0orKyErGxsTh58iQSExOh1Wr9Po5MKUPmgDSk5CaioqgKlUXVcNh5yBUK/G3uXLz++utYu/Li+FpcfBzmzv0rlMqLO6gJjIAGWx2iVNEQcxIIPA+TwQJjlXOogGGcQwMSmRicSARWKoFYCnz2xadQJUWhPPZyQKqBAAF87Tn8fmYHepdmY8L4ibDbHeBtjsbsgDNLYHNfZ/dooLSG4y5W8juDNQNWxIHlOGdq3RWkRa7vnQGcYfxrbAiCALvNDpvBAqvFBpvZBovF5gzwZhtsFhscNjuExrn9EpkYMoW8RRXx8BHDcK7qLA79+jmspRmoj4pBTcFp8FYTHn744RaB3i5YAYmA3N650MSqkHNJOv695jVsWLcSD8xdiPqyC1BoY3Hs0K/4fd/PeO211/x6XV2FqzHp2imQagm6vttuuw2Ac2qty+zZs4P+POFeLjccXnvtNWRmZqKoqAgvvfSSe9fK0tJS/OlPf+rQMRmhK0SvLkgQBHeAd1U6d0WlpaWIiopqc6tUX/EO3qOYTxAEnDhxHBUVlejVqxf69+/XIgjyggN6UwOUMiU4tuVGOTzPw6w3w6Q3w+FwgGVZVNVW4aVXXoI4dxyYqCwkxzhgtDCoM7CwFXwPrVCNV195xX0MlmXAiV2V9yJ3ER3gHJsXIIDneQgOHgIPOHgeDrsDgp2Hzepbo8Dn94jnYTPbYbNYYTHbYDNbYbPaYbXYIPACBF6AzWKDzWqHrbEgUiQRQSKXQCwVg2EAXX0dKhsqIWElSE1Ic2cxVFoFEjKd8+H37t2LH3/6GXqDHlkZmRg/frx7OWFVlALqWDWieqlhE2yora1FRkaG+xw//vhjPPHEE0hKzcClY8biwvlz2P/z95g4cRLefvutiFxgRyQSRW5vHs7NULRaLTb+fhBKtTqgYxkaGjBt8DDU19cHvEtbqDgcDrz44otYsWIFysvLcerUKWRnZ2PBggXIzMzEfffdF/BzuN7Tu1b/DImi41s4W416/Pe+K7r0+xkMkfmXE0JdrRffnqbbKAbKVcwXlxaLuvI6lJ6rRO8+vRGf0gtaZZTX3i7LcNAoolo/JstCoVFAoVEAcKa08wtOQyyIIRO0YBp0sHBiGORKGNUy2OISUHdiL/pdnudc+U/MBdyLc9gdsFlssFpssFucgdnW+K+98WubxebRKLDb7O4euc1ig9Vsg9Vsdc8GcB/bfT/nvyzLQCwTQyKTQKFWoOlbZrVasfWbrTibfwaJOQnQ1+jhsAATxl+L4ZcPR0xSlDuleNlll2PkJSNgs9uhjdJC20sDTaxz+KVpal4OeYsPqNtvvx15eXlYvXo1jh3ch5jYGLz22mu49dZbIy7QsywLmUzW7fYW7+5eeOEFrFmzBi+99BIeeOAB9/UDBw7E0qVLgxLsXYK1xW1X88EHH2DlypU4e/Ysdu/ejYyMDCxduhRZWVmYOnWq38ejYI/I6cW71NfXo6qqCjk5OTCbzRCLxUH9EGcYxl3MV1Nei1NHHYDN+x+EIAhwCHZwDOdb6pthEBMdA4VKjhi1ATUGLSp5Oay8FBKbBWx1KeLi02C32SFTSoOSrnXNx3euM+B57hajpXGxIQsMdXro64ww6kzuwO4qOOR53tlrN1thMdlgtVhhM9vBcSwkcgkkcgnU0SowXOsfHJu/2ozCogtg1WmorNMA0IK3l+OTLz5C3vBsxDLOinqRmIUqRg2es8NgbcDAYf4XNA0dOhT/+c9/4HA4Ii7Au0ilUshkMkrZR6D3338fq1atwrXXXosHH3zQff2QIUNw4sSJoD4XwwS2qE5XjPXLly/HM888g8cffxwvvPCCu0YsKioKS5cupWDvr0jrxbtwHOdO258+fRopKSkhK7yKSYjG5QmXwKQ3o/xcJWrK6jzeK4dgR2VdBWI1vSARtex9CYIAi8kKU4MJhgYTLAYzWEGMpPhUOIwlMErUcEQrYJPIYCg7A1vlHtz7yBOor2xASX45OI6BKkYNbawaCk3HhirsNjvMBoszsOvNMDcGd6vZ+0wKqUIKiVwCm8UGi8EMwegM7A4HD7lajugELcRSCcRSERgAdjvvrimwN9YTOOwOj2l8VZVVOH/+HDh1JhhZlPO9YUWwxGXDXlWFr7/9Gv98cSE0sWqoopTu9669graqqiqUlZVh4MCBLW5zOBw4duwY0tPTO1TT0VnEYjFkMlnEpuzb1ENW0CsuLvZaSOYqcg6m7lig95///AdvvfUWpk2bhiVLlrivHzlyJP7617926Jjd8K+pbZHWi/dGpVK5CzZyc3Pd0/BCxW539rIzB6YhJS8RFYWVqLxQA4edB8dwiNX0gpi7eA52qw3GBjNMDSYYG0zOBXGaGT/uWny44QNY644gSdob9fU1KMo/gomTJuHRv/zZ/UFvt9nRUGtAdUkNik6ZIRJz0MSqoY5RQqbw7KmbTZbG1QAtzr0BjBaY9SbYbe1XgPMOO8wG55LCFqMFZqMFvIMHx7FQqOXQxqkhV8kglvq2fr8gCOAdDud0RLsd+UWnYGWsECmjwDIM0jIUKDE40GAFzGYVfs3fh+ScRI9jOOfnt90rV6lUSE1N9Xobx3HIyMgISj1HOLAsC7lcHrQ9Ekjn6d+/P3744QePWhLAubLesGHDOumsIkdBQYHX90kqlcJgMHTomD0m2DscDve8+EA2oukKXHMtXUVLoWSxWNzFNUql0rkyX14yEl0r8xVWAkbA1BjcDToTrJa2W+4sy6DfiL548dIX8Mue3SioOw25PBU3Pvt3jB071qOlLRKLEB2vRXS8s2dqNppRXVKL07+Wo6HGAAfPQ9S49j7rY7paEARYTVaYTRZYDBaYDWZYLXb3ucmUMsQkRkGukkPiZQphe1iOhVTunIEglUsglolxrvYMKj8thkjNAFIF7GBhEAF2ARB4ExQKRYvjNDQ0QKfTISUlpdXnkslkbe6THQkFRwzDuFP2XbGXRfz3zDPPYPbs2SguLgbP8/jss89w8uRJvP/++/jyyy+D+lzdMY2flZWFQ4cOtWgsff311+jXr1+Hjtmtg70gCB4b0XQXtbW1KC4uxqBBg1BRUQG1Wh2yoC+RSJCZmdkioFhNzqEPkVSE4sISGGvMsJnbX3uAYYDEzHgIIgfqDfWYeutNyB3Wcj92q9nVM7c0pt3NMBstsFku/hylCikcNjtMejPqK81w2B0QSURQqGSQqWTu4O+w2S+OzRutsBjN7mI8hmUgU0gRE62GXC2DTNH+Vr2cyDlOL5WJIZFLIZGJG7+XQCJ3biHc3JRbb8Azzy+Arfp3iJIuQ7W+cd65uR5oKMQtf3ikxWMcDke7KU+LxQKz2ew1TS8IAurq6qBSqUKe/ekomkrXPU2dOhVffPEFnn32WSiVSjzzzDMYPnw4vvjiC0yYMCGoz9UdC/SefPJJPPzwwzCbzRAEAXv37sW6deuwePFivP322x06ZrcM9g6Hw52qj/RevDdqtRqZmZkAnIFfLBaHLNgzDAO1Wg2bxYa6ch10NQ3QVTfAbnUGdgdvBy92ICk3AXaTA3UVOhgbWl+5Pj6tFxQaBewOG1QyFTgxhzMnzgJ2gBE4dwqe95L694YTi6CKVkEV7RzWsFmsqK9qQNn5CpgNVjhsDnBiDmKZxN2ClymkkKtkkKvlkCulYJoFGpGYhVgmgVQuaeyhO4O4M5hLwIn8L3iLiorC/Pn/wDPPPAPGVg9FbDYspno4ak4jPT3Na3VyVFRUu7tc6XQ6VFRUeA32DocDFy5cQGZmZpcL9iKRCDKZrMudFwmeK6+8Etu2bevs04hI999/P+RyOebPnw+j0Yg777wTycnJWLZsGWbMmNGhY3abefauXrxrIxoSGJ7noa8zoK6yHmXFZYCNBcf61ja0mKyoq6iDvs4AQQB4Ow+7zQ5NrBpypRQ1NfU48tthGPVG5A7KQs7ALMgkcqjk/qec7Tabs4FgsMJkNMNqsqBp+85hc0AQBGd6XiGFMlqFqF4qqGLUkCqkjb1zV8pd2rj4T+iq17du3Yo33ngTDocd9boGTJwwHo888khAe3zzPB8xPeOeOpXOPc/+tyDNsx/StefZh4PrPb3vgz0Bz7Nffc9lXfb9NBqN0Ov1iI+PD+g4Ed+z7+69eG8sFgv0en3Q9yc36c3QVTt77vpaA3hegIO3o6KuEjHqXm0Ge0EQYLc2rhxntjmLy0Qc6ip0MNQbodDIYTZasH/vr9j53Q6wIhYSlQLf/vINYuN6Ye5f/tJusBcEHmajFWaD2TnWbrS0mPcOOHvu2lg1tPFaRMdroIxSusfPBV6AscEEk965qpdMKYMqRgmZPDzBZ9KkSZg0aRIsFgvEYnGbQbqyshLV1dXtriUeKYGeptI592tiAuxeBfr4cIiOjvY6HMYwDGQyGXJzczFnzhzce++9AT9Xd6zGb0qhUHit6fFXxAZ7V4Dvib14o9GI0tJSxMbG4syZM4iJielQz9BmtUNf04D6aj0aahpgNbesa+BYEZJiLhaI8Q4HLGYb7GYrrBY7zCYLdOZaiOwSMELLHrEqWonErDhIFVIcO3Qc27/9FtL4LPTqPQDRcRLw1XbUH9yMV159Ff/61xKPufo2ixVmg3OM3Wy0wmKyQBDgLMiTiiBXSiGSiCFXyqCN1yA2KQoxSdGQq9oe0pCrL95uNlmgrzGgxlzrvE0phSpGDbEktH8avvRsVSpVu9X49fX10Ov1Xov47HY7ioqKkJSU1GYRX6hF+up3xH/PPPMMXnjhBUyePBmXXnopAOeqkF9//TUefvhhFBQU4KGHHoLdbvdYdKcnGzZsmM8NjwMHDvh9/Ij66+N5HhaLpUf14purrKzExo0bUVVVhfz8fAwfPtzncU9BEKCvMzT23vVet7p13c9uvbgqnM1ycZ335tPoBAhwXuP9l1SlVSAhIx4Mw+DQ6QNwqGRQ5oyAxeZAWZ0U4qheyL1qMkr3fIV9v/yKvOw85zx1mwMMyzi3gZVLoNAqIJaIIJI40+zqaCXUMSrn0ICq44FMJpdClnIx8JqNZtRV1MNuc4BhnA0DdZTSY9W6YCgpKUF0dHSbtRZyubzdWoz2dsHqzF40TaXruX788Uc8//zzHgvqAMDKlSvxzTff4NNPP8XgwYPx73//O+BgzzZeAnl8VzBt2jT312azGW+++Sb69++PUaNGAQB++eUXHD16tMNr40dEsHdV1PfEXnxT69atw7x58wCGhTo6FjXlJUhITMKHH7yP/v37e32M2WiGrkoPXXUDGmoNHoVvAs9fDOZmG2yNq8LZrFb3uLcAARbGBIkgBYuWvUwGDKTwHpDkKhkSMuPdrdWiCxfAxqfAHhcDxmJx3snuAC+JAngRyivKcMnlI1u0blmWgVKrgDpGBXWMCkqtImSpN5lC5jF/32wwo6asDryDB8MykKtkQXl+vV4PpVLZZjB3Za6USmWr92mriE8kErWYuhMONJWObN26Ff/6179aXH/ttdfiL3/5CwDg+uuvD8oOeN0ljb9w4UL31/fffz8effRRPPfccy3uU1RU1KHjd9lgT714TwcPHsTcuXMxdPxUXDP9XkgEO+oMVnz55nOYPWcOfvrxR0gkEjjsDnfPvaG6ARazc7c1i9nqXOfdbHNuh2ppuc57a5g29pUS3P9nPO4hlUuQlBXv8YekUWtQX1cDAJDIRVBI7ag1sagz2lFbUwVttNZ9f4VG7lwLPkYFVZSy03qoMqXMY5ldk96MmtLaxu8YKLXyFsvw+qJ3797t3qe2thY1NTUdnlcLOHv+4fwwE4vFUCgUPXpcngAxMTH44osv8MQTT3hc/8UXX7hX+zQYDFAHWKzYXX388cfYv39/i+vvvvtujBw5Eu+8847fx+xywZ568d699957iElKxeT7/gKGt4E36hCTkoYpsx7Ehv8swUfvfoxBfYagvlIHW2Mwd6bhrQHt+saAgVRoK5UswMQ0QCoowDX+OkmkYiTnJLRY5ObKK8dg9erVMJedgSwlA2JWgMDzMJz6AWKZCJOmTkBSeiI0MaqQVsQHQq6SeQwbmBpMqC1rDP4sC6VGDoksOGnruLi4dpdBLi8vR11dHfr06dPiNteCSDk5OUEp8GmLawlnmkrXjh6yXO6CBQvw0EMPYceOHe4x+3379mHz5s1YsWIFAGDbtm246qqrAn4uhgHYbraojlwux08//YS8vDyP63/66acO1990uWAvEonAcZx7/+qm64PzPO9xvbdLd3XixAmkDxjhDKAcB17KQHfqAiylgNaSiP1bDkNUowDDOpeTCtYvcNN3lGl2Q/6ZM/jt0EEYLAaIOTEG9B2AocOHICknAZyXYqzRo6/AgYMHcHDvZ9DHp0PQaGGsOIGUZA0eef4J9B/ZMmB1dXK13KPgz6gzwdhQ70wtsgyUGoXXhsuJEyeQlJTU5pr1LMu220PWaDStjomLxWKkpqaGdMy8p06lI2174IEH0L9/f7z++uv47LPPAAB9+vTBrl27cMUVVwCAO50fKDbAYB/IY0Pl8ccfx0MPPYQDBw64G0t79uzBO++8gwULFnTomF0u2Acy/uIt+PvSQIiEhkJcXBzOXCgA4HydIokI0X3SYUhU4/Sq3zFz8s245rrRzhR+jRHGBiNMOhNMegvMBpNzSViTDbzgHANnGi8sw4JhG993lr14G+P8WmAFmFm9R88dAH75ZTf27NkDsSYOInUSDKZ67Ni1A+drzuHxQY+2OH+RhIMqWouXXl+MXbt3YsPGDaiqLsPY60bj7rvvwqBBg8L2XoaSQiOHorGGQRAEmBrMsNvtYBjGWbCmdk49i46ObjdA6nQ6mEwmJCQktHqftor4XM8TKjSVjrRl9OjRGD16dMifp7uM2Tf19NNPIzs7G8uWLcOHH34IAOjXrx/effddTJ8+vUPH7HLBPhDBaCi4sgi+NhTCVU8wY8YM/N///R+O/PgN+o+8AryuEohJwe6PV0GtVuPW6TcjOjoaCRmtL7zA8zwMOhN0VTroqvXQ1+qhrzPAUG+EQWdqXNveDIvR6n6MAAGMBGB5C9jGBoBer8fBPYegju8HeUIW5CrAZGGhT8rCsd+/wY+7fsbIS0ZCE6NyznePU0MV7UzNMwyDOzKm47rJk1BcXNxqYWF3wDCMx059giDArHcu1auWayC0s4KzzWaDydT6aoSAs2rX4XB4LeLjeR46nQ5qtTqo29zSVDrijU6n8/m+XXHxmq5m+vTpHQ7s3tBfayNXQ6EjvZRwNBRuuOEG3Hrrbfh02SIc6j8ECWlZOHVwD+KjNVgwf75PPTiWZaGOUkIdpURKy90n3Ww2Gxqq9c4GQZ2+cZqeGQadASadCSd+PA6Wk0CuSQZjt0Kr5GAHB5k8GbKoJBw48CvGXDUaNosdVSW1qCqpbXIODFgRC4fAw2o344QhHyaLERKpBCqlCpyIBcuxEIlF7q9ZEQeOY8GJOLAi1v11V2yRt4VhGHfK32QyQSTi3Iv7MAzAcCykTcb7Y2NjW104yW63Y/Pmzfjuu+8AOHcZu+OOOzyGBaxWK4qKipCbmxuU5ZRpKh1pS1RUlM9/k21NF/VXd0zju/z66684fvw4AGDAgAEB7RhIwT4IgtVQcA0ltNZQeP31/+D66ydj/fqPUFVZiOuuHYd7770XAwYMCOrrEYvFiEmMRkxitNfNVE49exiFhaVInzgKrNECvdUGQS4DGAYNJRIYuAZk9E8F7+DB884iPN7BQ+AFOBx84/avPHiHEgIvQNdQD4lJCsHqnA7I8wJ4hwCBb3t4hWUZsBwDTiRyNgIaGwXOBgHnbixwIq7xNqax4eC8jWl6vzCmogVBQH5+PtLS0jymzfE8D7PJ4vx9AtyNnubMZjPuvvtu7N69GwOHDINKrcbGjRuxcuVKfPzxx8jOzgbg3BFv4MCBATeKaCpdEHXjAr0dO3a4vz537hyefvppzJkzxz1PfPfu3VizZg0WL14c1OftjrveVVRUYMaMGdi5c6f7M6Kurg5XX3011q9fj7i4OL+PScG+k/nbUJg5cyZuvfVW6HQ695KUvjQUOppR8LaZypAhQ2BauRIWXTmksWkX72szQV/2O4ZPvgdxqW0v5Wu322G1WqFQKNAbOa3eTxCEi40Enne+Ph6NDQlXw4AHGr92NDYq+CaNCofNAYfD9VjB3fDgeed7wTt41+xBd2Edx7XMKng0HlyNisbGAytiGhsOXLsL8DAMg7y8vBaV6yzLeizbW1paCl29DtnZOc6KY87ZKFm6dCkOHjqE199Zh2EjncU7FWWleOLBOXjs8cfxxaZNHs8VCJpKR3zVtLL+2WefxauvvoqZM2e6r7vpppswaNAgrFq1CrNnz+6MU4wYjzzyCBoaGnD06FH31Ntjx45h9uzZePTRR7Fu3Tq/j0nBPgIZjUacP38eUVFROHfuHDQajd8tPV9nOIjFYgwdOtSjMTF58mSkpKahfMtSxI+7F+mpKaiorUfZzg/Bwo5Zs2a1+/wNDQ24cOFCuz1PhmHAcEzQV7Brj9dGhqNJA6Gx0WC32GDlrS0aGQDAsKwzSLMs0Pgv42pQMICJMTcWQzLuf5s2HBRyBSQSiXvpXkEQ4LA7sPa/a3HjtOkYOuJS6HX1sFktiE9Mwv898hfMe+IhnDp1Cr1794bVakVZWRmSkpL8nhJHU+lIIHbv3u2eYtfUyJEjcf/99wf1ubrjFrdff/01vv32W481Nvr374833ngDEydO7NAxKdhHIK1Wi+HDh7vTqx0plHL11DrSY+N5Hl99+QVuvuVWnP5oEWzp6aioqIBSpcYHa9ciNze31amTTV+DQuFcia6wsBAKhQK9evXy+1xCJZSNDEEQUF5ejihtVIs5s+4hDl6ATCaH0CS1zzIMbDYbampq0Ltvf/A8D7vNBnvjmhR9+g8E4FyKt3fv3u6ldP2ZaUJT6UgwpKWl4a233sJLL73kcf3bb7+NtLS0Vh7VMd1ludymeJ732tAWi8UdLgqnYB+BmvaEU1NTQ/pcDocDBQUFSEpKcld8syyL3r1748jh37Fr1y6cOHECycnJuO6669ot3vKWUdBqte4x4daGHLrTKoquOgilUtki2Lt2C+TgLLATAMhkFwOvWCpGUnISjvx2ADfcfBuiYi82kH474FxxKzMzE4BzalxWVpbP50VT6UiwvPbaa7j11luxZcsWXHbZZQCcG+GcOnXKPe+etO6aa67BY489hnXr1iE5ORkAUFxcjCeeeALXXntth45JwT4CGY1GlJSUuD/UXenfcGMYBldddRWuvPLKxhR1++kwVyAxm82orq5Gamqq+3W0x596hOYzIroSlmXb3bYWAKqqqmAwGFqsojV79my8/PLLGH7pKFx73Y1gWQanThzDimUvYezYsT6/ny40lS7MutavY0hcf/31OH36NJYvX+6uJp8yZQoefPDBoPfsu2OB3uuvv46bbroJmZmZ7versLAQgwYNcs+79xf9dUe4EydOICoqKmQ9fI7jkJvb+jw9h8OB3377DTk5Oa1uyOKN1WqFTqdz7rBnt4Nl2XYbLIH0OCOxoRAfH+81o/Hggw/iyJEjWPT04/jkv+9AGxWFn374Hr1798bSpUvd9zMajThz5gx69+7tNS1PU+lIKBUUFODcuXMoLS3FJ598gpSUFHzwwQfIysrCmDFjgvY8LAIcs29l34/OlJaWhgMHDmD79u3uxlK/fv0wfvz4Dh+Tgn0EUigU7gCckZER8h6Zu+DMyx8Uy7LIzs5uc2c2b5ru1nbixAmo1eqgt/ibCkVDoXnjoOnXbTUUeJ5Hfn4+kpOToVKpWn3e1n6uIpEIK1aswH333YevvvoKdrsdd82cgeuvv95jnE8ikSAlJaXF2B9NpSOh9umnn+Kee+7BXXfdhYMHD8LSuMtlfX09XnzxRWzevLmTz7Dr++677/Ddd9+hoqICPM/j4MGDWLt2LQB0j41wiG8EwbmbWah3jbLb7fjtt9+QnZ3tdeGeYCzJmp6e3inDEL7qaEOhtQyCw+FAr169oFQqIZVKW506WV9fD5vN1mrh4iWXXIJLLrmk1ecXiUQtNtKhqXSdq/X9I/07Rlf3/PPPY8WKFZg1axbWr1/vvn706NF4/vnng/pc3TGN/89//hPPPvssRo4ciaSkpKA0yinYRyCdTofTp09j4MCBMBgMkEgkbfYQA8FxHDIzM1vdNY3nedTU1ECtVvtVwV1XV4eioiIMGDAgZOfe2dpavjknp/W1BQBnQ8FgMMBut0OtVreaUTCZTLDb7VAoFC0yCna7HUajEWq12j0uT1PpOlk3XlSnqZMnT2Ls2LEtrtdqtairqwvqc3XHFfRWrFiB9957D/fcc0/QjknBPgLJ5XJkZmZCJBKhvLwcKpUqZAGTYZhWl2wFnMH+/PnzyMnJ8SvYSyQSxMTEgGEY1NTUQCwW95i9rQVBgMVigVgsbjWjwTCMT3UYFRUVMJvNHpvlNM0MlJeXu7MIhIRLYmIi8vPzWxSL/vjjj+4VHoPFucVtIBvhBPFkgsRqtbp3BwwWyuVFILFYjNjYWHAch379+oV0rFsQBNTW1sJqtXq9XSQSYfjw4X4V5wHOuoOUlBQwDIPy8nLU19cH4Wwjg91ux9GjR6HX6wM+VmpqaosPT9eKjFFRURg+fHjI97InpLkHHngAjz32GPbs2QOGYVBSUoL//ve/+Otf/4qHHnqos0+vy7v//vvd4/PBQj37CGS329HQ0ACNRhPysW6e53H27FlkZ2e3WrXdkfEk13K5crncY5WonkAkEqFPnz4t5tg3d+HCBVgsljZT/m0VZzIMQ9PpSKd4+umnwfM8rr32WhiNRowdOxZSqRR//etf8cgjjwT1ubrjmL3ZbMaqVavw7bffYvDgwS2G31599VW/j0mfBBHIbDbj7NmzGDBgAIqLiyGTyRAf3/rWtoHgOA5Dhw5ttaDL1RhITEz0ayhBp9OhoKAAw4YN63EV4QzD+PReuQr42lJdXQ2Hw+H15280GlFRUYG0tLQuXQBJuh+GYfCPf/wDc+fORX5+PvR6Pfr37x+S4cbuOGb/+++/Y+jQoQCAI0eOeNzW0c9LCvYRSKlUugMwx3Ehr6xuL1B05JdPo9GgX79+YBgG58+fh1wuD1mDpatxOByoqKhATExMm8Hcl1kOZrMZdrvd6208z8NisXS5RYVIzyGRSNC/f//OPo2ga2howIIFC7BhwwZUVFRg2LBhWLZsWZuzY/zRdAfBYKFgH4GarpiXkpIS0ufieR7nzp1DfHy811Y5y7LtVpZ7IxKJ3ClmkUjUo3qePM+joqICKpWqzWDvCtRtpfvb+vmrVCr06dMnoHMlQdZDqvHDiWn8L5DH++v+++/HkSNH8MEHHyA5ORkffvghxo8fj2PHjoX8M7mjqEAvAlksFpw9exZWq7VxB7bQrhtvt9vbfI6OrDRnMplQUlICnueRkpLSZsV/dyMWizFkyJB2Zx+UlJTg/PnzYTorQiKTK40fyMUfJpMJn376KV56ybk8dW5uLhYtWoTc3FwsX748NC8yCCjYRyDXErOCIODUqVMoLCwM2XO5Nr3RaDReb3c4HDhw4ABqa2v9Oq7FYkF1dbX7GN1po5tgSU5ORkZGRpv3OX/+PAoKCrzeVldXh4MHD8LhcITi9AjpVnQ6ncfFtepfc3a7HQ6Ho0XGTS6X48cffwzHqXYIBfsIJJPJ3OudJycn+72XfTCxLIvMzMwOLZc7aNAgsCyLkydP4sKFCyE6w67HarXi+PHjMBgMbd7PtaRtWzQaDbRardfbZDIZkpOTe1wBJOlZgtWzT0tLg1ardV8WL17s9fnUajVGjRqF5557DiUlJXA4HPjwww+xe/dulJaWhvGV+4fG7CNcaz3uYBEEAQcPHkRmZmaLpVeB9hfd8UVqamqPmiLGsiwUCkW7dQo1NTUQBKHN97etIj6ZTNZuY4GQSNfWSpW+Ph4AioqKPD5P26qn+eCDD/CHP/wBKSkp4DgOw4cPx8yZM/Hrr792+DxCjXr2EchoNOLAgQMwGo3Q6XRBWZylLampqa0uzCIIAmpqalpddKc19fX1OHr0KHieh0aj6VELv4hEImRkZLQbiPV6PXQ6XZv3MZvNMJvNXm+z2WzunQUJIW3TaDQel7aCfU5ODnbt2gW9Xo+ioiLs3bsXNpst6KsDBhMF+wgkkUiQmpoKsViM0tJSVFZWhuy5GIZBfHx8q4FJEAQUFBT43eAQi8XuVnRdXV3IGyxdiSAI7uLKtqSnpyMrK6vN+1y4cKHVIZCGhgacPn2agn0XwgjBuZCLwl2g15RSqURSUhJqa2uxdetWTJ06NXgvLMh6Tu60GxGJRO456b179w7589XX17e67znLsm0uutMahULh7s2XlJSEdH3/rsZiseDo0aPo3bt3wPsBpKent3qbqy6CxuxJd9YZK+ht3boVgiCgT58+yM/Px9y5c9G3b1/ce++9HT+REKNgHyFsNht4ngfLsuB5HgaDASqVCmKxOKQf5oIgID8/HxkZGa1utdqROfIOhwM2mw1SqdS9uE5PIZFIkJeXB7lc3ub9ioqKIAhCmwG9tSWMAWdDrK3bCekOWIYJaCOcjjy2vr4e8+bNw4ULFxATE4Nbb70VL7zwQpfeVZKCfRdntVphsVg8Vkkzm804ffo0cnJy0NDQAJZlkZCQAJZl3cUqzS/Nb/O1J84wDAYPHtxqQHel8VtbdKc1Op0OZ8+exdChQ3vUgjqAMwj7Ulgpl8vbTcFXVVW1WiSp1+tRU1ODtLS0HtWYIiTUpk+fjunTp3f2afiFgn0XZbFYYLFYvM6RlslkSEpKwrvvvot9+/YBAC677DLceeedrU7D8qa1hoC3RoJrH3VvjYSOzJNXq9Xo06cPWJZFUVERZDJZp04hDCe73Y7q6mrExMS02RNoLZPSlF6vB8dxXoO93W5vd3ofCbNOWEFv+fLlWL58Oc6dOwcAGDBgAJ555hlMnjy53ceuX78eM2fOxNSpU7Fx40b/zzUMuuPa+KFAwb4LcRVumc3mNoNnSUkJbrnlFlRUVGDc1ddAEAS89NJL+OCDD/Dpp58iKSnJ5+dzBfG2FBcXIyoqyj2X3hXwXQ0B11xuk8nUasOheSNBJBK5MwE9rddpt9vddQptBXur1QqGYdq8T/P9wpuKiorye+th0v2kpqZiyZIlyMvLgyAIWLNmDaZOnYqDBw9iwIABrT7u3Llz+Otf/4orr7wyjGfbAQGO2Qew0m5EoWDfBfga5F0WLFiAmNhYvPfhWmRlZUMQgOKiItwx/RYsXLgQq1atCur5mc1mjwyD6xz97c03bSRYLBY0NDQgLi4OsbGxYFnWHdw6MtwQSWQyGYYNG9bu/QoLC8EwTIf2HiDEZcqUKR7fv/DCC1i+fDl++eWXVoO9w+HAXXfdhX/+85/44YcfUFdXF4YzJaFEwb4TCYLgTtf7Gjhra2uxY8cOPPX035GYmIzz5wrAMizSMjLwfw8+jOf++Qzq6uqC2qNrL9gcOXIEKSkp7e7S1rSRYDAYUFJSAo1G025A96cWoTs1EnzZUKOgoABisRipqaktbquurkZxcTEGDx4citMjnaz5GgxSqbTdLZEdDgc+/vhjGAwGjBo1qtX7Pfvss4iPj8d9992HH374ISjnGyosGLABdM8DeWwkoWDfCVxbj/oy17q56upqWCwW9B80GHK5DLGxce5f1d69e8PhcOCrr77CyJEjkZaWFpbFapKTk/1+Ho1G4976Mj8/HwqFAsnJyV7v29F187tqI8FiseDcuXPtLqzTXrU+4NzZrrUCx560bXDECOKYfVpamsfVCxcuxKJFi7w+5PDhwxg1ahTMZjNUKhU2bNjQ6tazP/74I1avXo1Dhw4FeKLh0RlT7yIRBfswcgX5QPYYdwXW3T/9iEsvvRQq9cUK+B9//AEymQwXLlxAeXk5ACAmJgYpKSlITU1FWlpah+ayHzlyBMnJyV6Xy3U9RyASEhJCslxuOBoJTYcmfMUwDCQSSbu1CjU1NWBZts0sTVtFjU3XMiDdjz/Lu/bp0weHDh1CfX09PvnkE8yePRu7du1qEfAbGhpwzz334K233vKpQJREDgr2YcDzPMxmM6xWa8CrmSkUCsyYMQO7dmxHTk4ObrjxJgDAls1f4Z23V+Gmm27CZZddhgsXLqCiogI1NTWoqanB4cOHATiLtlJTU5GSkoK0tLQ2p4B99tlnWL58BSorK8DzPG644Qb85S9/afEhoNPpIJfL/ZpjajAYUFpaiuzs7IAXlgm2YDUSXA2A5o0ElmWRkZHRarAXBAHbt2/H9u3bwXEcpkyZgksvvdTr/S0Wi7vx0JzNZoPVavV7kyISGVzLuvpCIpEgNzcXADBixAjs27cPy5Ytw8qVKz3ud+bMGZw7d85jnN/19yASiXDy5MkuV0NC1fi+oWAfQsEM8k3NmzcPTzzxBP765ON4dtEzEAQB1dXVmDRpEpYsWeJu4ZvNZhQXF6O4uNjd26+rq0NdXR2OHDkCwPmBkZqa6m4AuMbd//Of/2DJkiUYccVVmHb97agsL8HnX3yCXd9/j6++/NJjfP78+fNITU1td8y+KY7jIJfLwTCMe/qYL2nrrsyfRoLD4XCn35s2BPR6Pe6YMRO/7P4ZUk0seIcdS5YswdRp0/DhBx9AKpV6bPxRUFAAmUzWoirfbrdj69atqKysxMSJE30a/yehxyDw4u9gxCZXlrG5vn37ujsGLvPnz0dDQwOWLVvWYuigK+iMRXUiEQX7EHA4HO4gHwoKhQIrV67E/v378d1334FhGFx77bUYPny4x/1kMhlycnLcLXGr1eoO/MXFxSgrK4NOp8OxY8dw7NgxAM4xYI1Gg1deeQVT7/wDZv7fk7CajeBEYlx9wy14+g+34u2338bcuXPdz9OvXz+/F8aRyWTuAFRWVga5XN5jApLJZEJ+fj7y8vIgk8k8Ggl/+9tT+O3IUWTetgCK9MGAwKPh1G5s3boCzz33nPt9dwX8mJgYcBwHvV7vbjRs2bIFjz/xBCrKy8FxHKxWK+686y4sf/NNSuv3QPPmzcPkyZORnp6OhoYGrF27Fjt37sTWrVsBALNmzUJKSgoWL14MmUyGgQMHejzeNYzU/HoSWSjYB5HdbncX3oWSIAgwGo0YNmwYRo4c6fPjJBIJsrKy3Jur2Gw2lJSUuDdTKSsrg16vxy+//AK73Y4bZ/wBAFBffgGq6F5ISErF5VdPwpdffukR7Dsy3i4IAux2O8RicZdLC4aaRCJBRkZGi9R7bW0tPv/8c0RfMQPKjCGIYRrgAAum7xiYy8/g3ffW4I9//CPUajVYloUgCO6hE5vNBgD49ddfMWfOHAy5bAyeeP4/iI6Nw55d27D+rWWw2Wx48403fC5WbH4biUwVFRWYNWsWSktLodVqMXjwYGzduhUTJkwA4JziGcmzV6hAzzcU7IPAbrfDbDa7P3BDzeFw4OzZs8jMzAxovFssFiMjIwMZGRkAnK+jtLQU9fX1YFgWcoVzrDc6ORMs6+y5K1Ua1NbV4cCBA0hNTUVcXByKi4sRHR3t19hwQ0MDzp8/j/79+/e45XI5jvM61nr+/HnY7TYoUpxzn+0CB74xaatIG4DiQ1vw73//G0qlElKpFDKZDCKRCHK5HBqNBjKZDEuXLUNSWiaefHYpHHYrbGYjJt92N8QSKVa/+iye+tvf2lxrvzX+FCtSI6ENnbCC3urVq9u8fefOnW3e/t577/n3hGHGIsA0Pk29I+2x2WywWCxhC/IuIpEIffr0CfqmCyKRCGlpaZgxYwbefvtt7N65FVdOuBEisbMHarWY8cvOrUhMSHB/QEilUkRFRSE9PR15eXlISEjw6QNeoVAgMzMTHMehrKwMEokk4Kr+SGG326HT6aDVaj0aOq5pctaaQsjiM6HDxZS7paoInEjsnqrnmtXR3JEjR3DjHfeCE4lgNTXAYjJAGdULo8dfj7df+Sf27t3boWDvWm3RX9RIIKFGPXvfULDvAJvNBrPZ7LE5TbiFajcznudRVFSE3NxcrH7lnzDqGzDiinGoKi/BJ+++AV1tDebPewoikQjFxcWwWCwoLy9HeXk59u3bB4lEguTkZHfRX2JiotcUoUgkgt1ux+uvv46DBw+BYYCrr74at956a5tzz7sDV+2EQqHwCPbJyckYMnQYTuz5FIqUARCpnevdW6ovQPf717jt1lswd+5cmM1mmEwm6HQ6d+1FVVUV9Ho9xGIx9A31AAC5OhpytbNoUl9f57wuzEWQgTYSXMEfuFjIyHEc7eZHiJ8o2PuhKwR5wPkBWlpaipiYmKAGRrPZjC+++AJFRUW4/vrr8fvhw1jz78V4d+kLAIDY2F744IP3MWbMGPd5VFRUoKioyF31bzabce7cOfemG2KxGElJSe55/omJieA4DqdOncIDf/wjCs4VArF5YBw2bPn6a7z3/vv49OOPfZ5SFIkUCgUGDRrU4vrjx49j5IjhyM/PR8H7j0ORMQRw2GEoPIycnBzMnTsXZ8+edddYlJeXtwikAwcMwPdbN+HGO+YgNj4RgPPn9Pna1VAqlRg3blw4XmLAWtu3QSwWt7tKHOlZ2MZLII/vCRghmHPCuinXuvXedqDrDDzP48yZM0hKSurQIjne1NXVYePGjaipqYFEIsENN9yArKwslJWV4cCBA/juu++QlJSEBx98sMXY/NGjR5GcnIyoqChUVVWhqKjIXfFvMpk87stxHJKSkrDm/Q/Ai2Q4Ez0BgjTK+brqi2Hf8ybuufMOPP/880F5XZHi1KlT+OqrryAIArKzs3HhwgXs2LkTdrsdgwYORE5ODurq6loEd5VKhcTERPTu3RupqakwmUy44YYboDeacPWNtyE6Ng77fvgWR37dgxdeeAFz5szpnBcYIIZhIJfLIzbQu4ZtvvzlIJSqwNaVMOgbcOPlw1BfX9+tG8Xtcb2ny3cchTyA99Skb8BDVw/o9u8n9exb4dqcprVtZjsTy7LIy8sL2vFKSkrw+eefw2QyQa1WY9q0ae6V2RITE3H99dejrq4OZWVlKCgoaDEFJyEhwT1nPi4uDnFxce5pgNXV1e6eaFFREYxGIw4fPoxDBw9AOmIOOGkUslQmmB0sSpECJn001q1fjzvvvNOjEE0mk7nnmEc6s9mM0tJSpKamQiwWIz8/3x3oMzIyEBsbC5PJhDGjR7uDe21tLQAgOjravSBSWloajEYjpFKpe2tjlUqFL774Aq+99ho2bFwHg16PYcOGY/Xq1bjuuus67TUHQiQSQalURnTFOCGdjYJ9M/7uQBfpTpw4ga1bt8LhcCAhIQHTpk3zWlXv6uWfPXu2RbBva1nN2NhYxMbGYsiQIQCcQWvLli0AAFbt3Iq32iyGXWgcl9Ukw2wyYePGjV6HKCQSiTvwN28INL3O222hWJLXX9988w3Wr/8IJpMRUVHRuOSSkR47ip0/fx7nz593f+9a8dAV3JtncrxldhISErBkyRIsWbIkZK8jHBiGcf8Mu41OqMbv7gJdqCjyuw++6fxPvy6iIzvQdRae53Hy5EmkpKQElHbas2cPfvrpJwDOne2uv/76Viv8s7OzsXv3bhQWFnqs/gY4l76VSCQ+zQ6Ijo7GtddeC6VKhRS2GCVMHHT2i7+Gjqp8qNRaZGdnu2skmq5dYLVaO7yOAcdxrTYE2mokyGSyoBSE/f3vf8eaNWsgUsZBkEYDxt+xadPnGDduHEaMGAHgYnB3Bfj2plbabDawLNvtpi9yHAeFQtElGmika6MV9HzT4/+SAtmBrrOwLIuYmJgOByCHw4Fvv/0WR48eBeBcK3vs2LFtpsgTEhKgVCphMBhw4cIF99x8wLlka1sb5Xg71jXXXIMjx36BI0ENROcAEMAXH4Cj6Bc89JcnMWPGDI/HuBpjJpPJ3ShzNQRcXzf/vunXgiDA4XDAYDDAYDD4/Z65epnNGwatNQ6kUilYlkVdXR3Ky8uxc+dOZ6BPHgVRTF8wAHhBAMr2Y+fOXZg9ezZGjRrl97oJZ8+ehUajQVJSkt+vqauSSqXuYSFCSHD02GAfiUG+qYSEhA49zmw2Y9OmTbhw4YJ7mV1f9zvPysrCkSNHUFBQ4BHse/fu7XcPbMnixbjzrrtR8NMb4BQxYAQH7KZ63HTTTfjzn//c4v6BpnRdQzPNGwdNr/PWcHAVZgqCAJPJ1KLg0Ffff/89OHk0uOg+UEgZZPaS4HSZBUgYCkaXjyNHjmDixIl+Hzc9Pb3b9OpZloVCoQj6+hGk+6NmYft6XLAPxjazXYHJZIJEIvHrg76urg4bNmxAbW0tJBIJbrzxxhYbqLQlOzvbHeybTuHqSIYhKioKGzd8hnnz5iE/Px+DBg3CbbfdhqFDh/p9LF9IJJIOZ0JcyyA3bwgYDAZUVVWhpqYG9fX1bTYEDAYjBLEGDMPAYhNwocYKuwNgWDFYiQrV1dUdOrdI3zzIRSKRQC6Xd/8iPBqzDzpaVMc3PSbYh2oHus6Sn5/v105zxcXF2LRpE0wmEzQaDaZNm+b3ftXp6elgWRa1tbWora11P3dJSQm0Wq1fy+XqdDp33UFaWhoeeeSRLttDFYlEEIlEkEqlqK2txZkzZ1BSUoLa2lqff5fi4nqhqOQoBN4OB0TQmZyPE6wG2Iw16N27d4fOraamBjKZLGI3uGFZFnK5nBbJISTEun2wdzgc7nR9dwjyLnl5eT6nO48fP45vvvkGDocDiYmJmDZtWoeCg0QiQWpqKgoLC3H27Fl3UZnRaPT7eAqFwp2Sd+3c1lU4HA7U19ejsrIShYWFKC8vR319vdflaZvTaDSIjo5GVFQUoqOj3ZepU6fimmuugb3kB4gSLgMjVoC31MNR8hNkMhluueWWDp1rdXU1tFptRAb7njilrqtscdudBLq8ck+pDem2wT7U28x2Nl/Hrnfv3o3du3cDcDYQJk+eHFCFc3Z2NgoLC1FQUOAO9rm5uX4fRyQSuQvlXGvCh5tOp3NnKWpra1FTU4Oqqqp2C/g4joNarUZcXBwSEhIQExOD6OhoaLXaVt/bqKgorFy5En/+859hPvUxRDIlbKYGyOUKTJs2FQcPHsTYsWP9fg3BXG8hXLrllDrSaWgFPd90u2Af7h3oOktZWRm0Wm2rY7YOhwPbtm1z71N/ySWX4Morrwz4ebOysrBz505cuHABVqu1w+lXm82GCxcuAIB7AZ9QMJlM7kDeNLDX1dX5tFiSSCRCVFQUEhMTkZ2djdTU1A4Hqeuuuw4HDhzApk2bUFZWhqysLOTm5mL79u3Yv38/NBpNyGoWugqaUkeCjXr2vuk2f3E9Jci71NfXQy6Xew32ZrMZn3/+OYqLi8EwDMaPH+91LfaOcKWla2trcf78eeTl5eHkyZOIj4/3uX7AYDDgiy++wN69e2GxWDBt2rSAzslqtbYI5K6vfUm9NyWXy5GamoqsrCykpqYiKioqoHNrTqPR4O677/a4zmKx4Mcff8SOHTugVquRk5Pj8/HOnTsHrVbr83vfmVy9+Z7y4UpIVxLxwb6ztpntbH369PF6fW1tLTZu3Ija2lpIpVJMmTKlQ1uatiUrKwu1tbUoKChAXl6eXxvyfPPNN/jzI4/CYNBDJFPAbjJgz959+OD9NejXr1+rj3ONozdNubuCentpd9cyu95mYKhUKvfqdKEI7r649NJLUVdXhyNHjmDz5s2YPn26z1Mr/Z2R0RloSl0TVI0fdLSCnm8iNth3lR3oupILFy5g06ZNMJvN0Gg0uPnmmxEbGxv058nOzsaBAwdw9uxZAL6n4c+ePYs//vH/IMsYgpyxsyFS94Kl8hwqtq/EzDvvwu6ff4LNZvPopbsuOp2uzQJLhUKBqKgoSKVS9+I5rlR90959Vwju3owfPx56vR7nzp3Dhg0bcOedd/q0OmJycnIYzq7jesyUOtJpKI3vm4gL9q7NaXp6kD916hTi4+PdwerYsWP45ptvwPM8kpKSMHXq1JBVaKempkIikcBoNLprB8RicbvjsGvWrAErkSNx0iOQihhEMXWojktHwnWPomDNE3j00Ufb7N1LJBKPCneNRuPu8ZeVlaGkpKTFOLxSqUR6erp7Cdqumu5mWRY33ngjPvroI1RWVuKzzz7DjBkz2s2Y2O12cBzX5T6waEodIV1LxAT7rrbNbGf54Ycf8Oabb6K4pAQAcP3kyRgxYgQOHz4MwLma3XXXXRfSAiiWZZGRkYHTp0+joKAAarUaiYmJ7c7bP3LkKCQp/cGKJABscCXQJFFJkMUkoby8HP3794dMJoNGo0FMTAwSEhKQkJCA6OhoSCQSlJeXo6ioCEVFRSgtLW3R6FMqlR49964a3L2RSCS4+eabsXbtWtTU1OCLL77Arbfe2mav2FUvEcoiR3+JxWIoFArqzZOwoGp833TpYN+Vt5ntDOvWrcNf//pXpOQNQN4l16KhugKr3n4b6vXrMeOOO3DllVdizJgxYTmXrKwsd7C/5ZZbfBqPlcmksNcXAgBsEKNScG7LyttMsOnrIJfneCxLW15ejuPHj0MkEoHjOK9rJbiCu2vjmEgK7t6oVCrcfPPN+Oijj1BUVIRvvvmmza1pMzIyukzvmabU+YDG7IOO0vi+6ZLBvqdtM+sLvV6PZxYuxJBrbsSND84DeDvAsBh53W14Z959qK+vD1ugB5zj9oBzCiDP820WidXW1uL7779HVFQUTOU70XDyJ6j7jAbg/FlX7/kMvN2Chx56CHa73b2IjdlsBuBMVbc2bONwOKDT6VBSUgKj0ehezMY1fh+J4uLicOONN2LDhg04duwYNBoNrrjiCq/39bbFbWcQiURQKBRdvliQkJ6qywV7V6B3baPKsiwEQYAgCD068G/fvh1GgwFjp98PhmFgrykGq4xGXFoWBoyZgO92OOe+azQaqNXqkLdWFQoFEhISUF5ejkOHDmHIkCEtlsu1WCzYs2cPDhw4AJ7nkZOTg9FjrsRPX/8HqmM7II5Jg7n4GEyV5zF16lT8/vvvLYK6XC5HfHw8NBoNJBIJzGYz6urqUFdXB4PBALPZjJKSEpQ0Dms0f6xrfN81Pc3VGOgqveHWZGZmYsKECfjmm2/wyy+/QKPRYODAgS3uV1tbC7lc3qm9aZpS5ztaQS/4qBrfN10u2DMM02aPjOd5d+Bv2ghwfe3tuu5Ar9eDYRioopzbyHJRSQDr7EWponohv74e//vf/wA430O1Wg2NRgOtVuv162CMpyYnJ2Pbtm04deoUkpOTMWXKFAwbNgyCIODo0aP44Ycf3JvDZGdnY8yYMZg+fTrWrVuHL7/ajJqifUiJjsKwcbcjPT0ddrsdCoXCIy3f1ra5NpvNPf3O1QBwfW0wGNzDAe01BKKiojwyAl2lITBw4EDU19djz549+Pbbb6FWqz12GwSc+xIkJiZ2SrBnWRZKpZIWyCGdijbC8U3E/ZW6gpSv6cLmwb95w8Db912RK4ie2LsLA0ZdC0bsbBDxDgdO7t2J7KwsREdHQ6fTuVPbOp3OvUpdcyqVyqMBoNVqodFo3Jf23t/8/Hw89sSTqK6qhDw+C4J5N1auXIlbbrkFl156KSorKwEAarUa6enp0Ov1WLduHWw2GziOw9SbpgBwBl1XQV17wb05sViMuLg4r8VpVqvV3QBwXVxz841GY5sNAdc0vpiYGI+MQGc0BEaPHg2dTofjx4/jyy+/xB133OFRCDlgwICwno+LRCKBQqGg3jwhESLigr2/XMUb/vRku2L2oH///hh71VXY+vb/g+Dg0fuSK9FQXYFdH72F6uLzePv1DRg5ciQA5wp19fX17oDf/GK326HX66HX670GO8BZ+NY0+LsuWq0WKpUK9913P4yCFNlzlkKsSYDAO1B/5Dt89tlqGAwGDBo0CCzLoqGhAUePHnUf1xXcU1NTkZ6e7ldw94dEIkF8fLzXdfddDQFvGQGj0ei+tNYQaC0jEKpFYyZOnIiGhgZcuHABGzZswMyZMzttrJ6m1AWICvSCjgUDNoBkfCCPjSTdPth3RFfNHqxYvhx//vOfsXHZQvd1UVHReOONN9yBHnAGaqVS2eqCKyaTyWtjoL6+Hg0NDbBarTAYDDAYDCgtLW3x+AsXLiA//zTSbn0GYk0CEpgaGFg5mMETYDh3AId++x0DBw6Ew+FwLz/r6rmHYpEff7XVELBYLC0yAq6FfUwmk7shUFxc3OKxSqXSI/g3bRAE0hDgOA433XQT1q9fj5qaGmzcuBHTp0+HRCJBQUEBYmNjfVqAJ1A0pY50RZTG9w0F+yDwN3vQViOgreyBVqvFBx98gFOnTuG3336DVqvF2LFj/R6vda2pn5iY6PV2s9ns0QBo2iBoaGhAXV2d8zjJziV7TYIUNjgbRrLkvtAdPIVrrrmmywR3f0ilUvfc/uZcDYGmGQHX9yaTyd1Aaq0h0LwR4PrXlzFvmUyGm2++GevWrUNFRQWWL1+Os2fPory8HCKRCDfddBNuvfXWkFTDMwwDuVwesbMbSPfGNP4XyON7Agr2nSCQoQVBEDB8+HAMHTo0ZLUHrurq1rae/e6777B161aYK85CnpgHHS5W4VvLzyIjM7Nb7t7WVkOg6SyB5kMDTRsC3mooVCqVx5BA04xA04aAVqvFtGnTsGjRInz55ZdITk7FJaOvRHFREZ544gls2bIFb731VlAL5mhKHSHdAwX7COFv6rSj2QNfjBs3Dqlp6aj6YQ2Sb5gLTqGFIAjQn/4FDWf3Ydbzz3fkJUY0mUyGxMREr9mSpg2B5lkBk8nkrp9orSHQNBPAcRy2bduGCZNvwvznXwYaG42//LgTc/98Pz755BPMmDEjaK+JptSRro7S+L6hYN9NBZo9aKuhwPM83n5rFabfMQMF7z0KWXIf8MZamCqLcOOUKbjnnntC+MoiT3sNAW/DAnV1dTCbze6GQFFREQDgyJEjsFqtePgvT4MTcSg4dRS94pMx6spxuHzMWPzv448DDvY0pS50GMF5CfQY5CImwAI9SuOTHsefhsHYsWPx+2+HsHr1auzduxcaTR/cfvsrGD9+fKuZg646rbEzyWQyJCUlISkpqcVtroZA08bA8ePHoVAo0SvOOcQSl5QGmdRZs5GWno0De38M6HykUinkcjn15gnpZijYkw6Lj4/HvHnz/HqMP9mD7rQoUkd4awjIZDJs3rwZxw7/hv6DhkCldlbh87yAfb/8gEED+nfouWjPeRKpwp3GdzgcWLRoET788EOUlZUhOTkZc+bMwfz587t0I5mCPQmrUNUe9JTswbhx45Cbm4vn58/FMy++gr4DBqG+rhYr//0KCs7k47VX/p/fx6QpdSSShTvY/+tf/8Ly5cuxZs0aDBgwAPv378e9994LrVaLRx99tOMnEmIU7EmXFurag0jLHrAsizVr1mDWrFm4b+Y0xMTEQqerB8dxePnll3HJJZf4fCyaUkeI/37++WdMnToVN9xwAwDnPhbr1q3D3r17O/nM2kbBnnQ7ocgeNP+6M2VmZmLHjh3Yvn07jh07hujoaEyZMsWv1QhpSl0noRX0gi5Y8+x1Op3H9VKp1GtD+IorrsCqVatw6tQp9O7dG7/99ht+/PFHvPrqqx0+h3CgYE96vGBnD1r7Opg4jsPEiRMxceJEvx8rk8kgl8uDej6EdBaWcV4CeTwApKWleVy/cOFCLFq0qMX9n376aeh0OvTt2xccx8HhcOCFF17AXXfd1fGTCAMK9oR0QLCzB+HYkInjOCgUCppSR4gXRUVFHstOtza89b///Q///e9/sXbtWgwYMACHDh3C448/juTkZMyePTtcp+s3+qsnJAw6O3tAU+pIdxWsNL5rs6/2zJ07F08//bR7PYtBgwbh/PnzWLx4MQV7Qoj/gpU9YFmWptR1FTRmH3ThrsY3Go0t/jY5juv0Wp72ULAnpJvoSPaAkEjHILBV8Px95JQpU/DCCy8gPT0dAwYMwMGDB/Hqq6/iD3/4Q4fPIRwo2BNCCCE++s9//oMFCxbgT3/6EyoqKpCcnIz/+7//wzPPPNPZp9YmCvaEEBImDPzvSXo7BrkoWNX4vlKr1Vi6dCmWLl3a8SftBBTsCSEkXGjMPuhoP3vf0OAeIYQQ0s1Rz54QQkjEov3sfUPBnhBCSMQKtA6ih8R6SuMTQggh3R317AkhJFyoQC/oWDBgA8jFsz2kb0/BnhBCSMSiNL5vKI1PCCGEdHPUsyeEkDChRXVCgLr2PqFgTwgh4SIIzkugxyButKiObyjYE0IIiVwBzrPvIbGexuwJIYSQ7o569oQQQiIWDdn7hoI9IYSQyEXR3ieUxieEEEK6OerZE0JIOFExfVBRNb5vKNgTQgiJWLTrnW8ojU8IIYR0c9SzJ4SQMGEE5yXQY5CLqD7PNxTsCSGERC6K9j6hND4hhBDSzVGwJ4SQbmz58uUYPHgwNBoNNBoNRo0ahS1btrR6/7feegtXXnkloqOjER0djfHjx2Pv3r1hPGP/MEH4ryegYE8IIeEiBOnih9TUVCxZsgS//vor9u/fj2uuuQZTp07F0aNHvd5/586dmDlzJnbs2IHdu3cjLS0NEydORHFxsf+vNwxc1fiBXHoCRhBoCyVCCAklnU4HrVaLb7YdgFKpCuhYBoMeEycMR319PTQaTYeOERMTg5dffhn33Xdfu/d1OByIjo7G66+/jlmzZnXo+ULB9Z7+eOQCVOqOvQ8AoG/QYczA1IDez0hABXqEEBKBdDqdx/dSqRRSqbTNxzgcDnz88ccwGAwYNWqUT89jNBphs9kQExPT4XMlnY/S+IQQEi5BTOOnpaVBq9W6L4sXL271aQ8fPgyVSgWpVIoHH3wQGzZsQP/+/X065aeeegrJyckYP358B15wGDBBuPQA1LMnhJAIVFRU5JF2bqtX36dPHxw6dAj19fX45JNPMHv2bOzatavdgL9kyRKsX78eO3fuhEwmC9q5BxMtl+sbCvaEEBKBXNX1vpBIJMjNzQUAjBgxAvv27cOyZcuwcuXKVh/z//7f/8OSJUvw7bffYvDgwUE5Z9J5KNgTQkgPw/M8LBZLq7e/9NJLeOGFF7B161aMHDkyjGfmP1ob3zcU7AkhpBubN28eJk+ejPT0dDQ0NGDt2rXYuXMntm7dCgCYNWsWUlJS3GP+//rXv/DMM89g7dq1yMzMRFlZGQBApVJBpQpsJkEo0AJ6vqFgTwgh3VhFRQVmzZqF0tJSaLVaDB48GFu3bsWECRMAAIWFhWDZi7Xay5cvh9VqxW233eZxnIULF2LRokXhPHUSRBTsCSEkTDpjI5zVq1e3efvOnTs9vj937px/T9DZqGvvEwr2hBASNh1YAs/rMYgLVeP7hubZE0IIId0c9ewJISRcqGMfdFSN7xsK9oQQQiIWDdn7hoI9IYSQyEXR3ic0Zk8IIYR0c9SzJ4SQcKEx+6CjanzfULAnhJCwoWgfbFSg5xtK4xNCCCHdHPXsCSGERCyqz/MN9ewJISRMXMvlBnohTTBBuPghMzMTDMO0uDz88MPBeT0hQj17QgghxEf79u2Dw+Fwf3/kyBFMmDABt99+eyeeVfso2BNCCIlY4a7Gj4uL8/h+yZIlyMnJwVVXXdXhcwgHCvaEEEIiV4DV+K5Yr9PpPK6WSqWQSqVtPtRqteLDDz/Ek08+CaaLl/XTmD0hhJAeLy0tDVqt1n1ZvHhxu4/ZuHEj6urqMGfOnNCfYICoZ08IIeFC0+yDLljV+EVFRdBoNO7r2+vVA8Dq1asxefJkJCcnB3AG4UHBnhBCwoaifdAFKdprNBqPYN+e8+fP49tvv8Vnn30WwJOHDwV7QggJF4r1QddZy+W+++67iI+Pxw033NDh5w4nGrMnhBBC/MDzPN59913Mnj0bIlFk9Jkj4ywJIYQQLzpjbfxvv/0WhYWF+MMf/tDxJw4zCvaEEBI2lMcPts5YLnfixIkQhMj6OVAanxBCCOnmqGdPCCHhQh374KOdcHxCwZ4QQkjE6qxq/EhDaXxCCCGkm6OePSGEkIjFIMBq/KCdSddGwZ4QQsJFEJyXQI9B3GjI3jeUxieEEEK6OerZE0IIiVidsahOJKJgTwgh4UJT70KAEvm+oGBPCCEkYlHP3jc0Zk8IIYR0c9SzJ4SQsKE8frBREt83FOwJISRcKNYHHaXxfUNpfEIIIaSbo549IYSEDXXtg43WxvcNBXtCCAkXivXBR4P2PqE0PiGEENLNUc+eEEJIxKKOvW8o2BNCSNhQHj/YqBrfN5TGJ4QQQro56tkTQki4UMc+6Kga3zcU7AkhhEQuGrT3CQV7QggJG+raBxvFet/QmD0hhBDSzVHPnhBCwoU69kFH1fi+oWBPCCEkggVWoNdTEvmUxieEEEK6OerZE0JIuAiC8xLoMYgbpfF9Qz17QgghpJujYE8IIYR0c5TGJ4SQsAlCGp/K8T1QGt83FOwJIYRELFou1zeUxieEEEK6OerZE0IIiViUxvcNBXtCCAkXmnoXdLQ2vm8o2BNCCIlcFO19QmP2hBBCSDdHPXtCCAkXSuMHHVXj+4aCPSGEkIhFBXq+oTQ+IYQQ0s1Rz54QQsJEEAQIAabhA318d0P1eb6hYE8IISRyUbT3CaXxCSGkG1u+fDkGDx4MjUYDjUaDUaNGYcuWLW0+5uOPP0bfvn0hk8kwaNAgbN68OUxnGxmKi4tx9913IzY2FnK5HIMGDcL+/fs7+7TaRMGeEELCRQjSxQ+pqalYsmQJfv31V+zfvx/XXHMNpk6diqNHj3q9/88//4yZM2fivvvuw8GDBzFt2jRMmzYNR44c8f/1hgEThP/8UVtbi9GjR0MsFmPLli04duwYXnnlFURHR4foFQYHI9AAECGEhJROp4NWq8XGd76EUqEM6FgGowHT/nAj6uvrodFoOnSMmJgYvPzyy7jvvvta3HbHHXfAYDDgyy+/dF93+eWXY+jQoVixYkWHzzvYXO/p6YKiDr8PruPkZaX5/H4+/fTT+Omnn/DDDz90+Dk7A43ZE0JIiEkkEiQmJmLaH24MyvESExNhNps9rpNKpZBKpW0+zuFw4OOPP4bBYMCoUaO83mf37t148sknPa6bNGkSNm7cGNA5B5vrPc3LSgv4WP68n5s2bcKkSZNw++23Y9euXUhJScGf/vQnPPDAAwGfRyhRsCeEkBCTyWQoKCiA1WoNyvFeeuklJCQkeFy3cOFCLFq0yOv9Dx8+jFGjRsFsNkOlUmHDhg3o37+/1/uWlZW1OHZCQgLKysqCcu7BEsz31J/38+zZs1i+fDmefPJJ/P3vf8e+ffvw6KOPQiKRYPbs2QGfS6hQGp8QQiKMxWKBxWLxuK6tnr3VakVhYSHq6+vxySef4O2338auXbu8BnyJRII1a9Zg5syZ7uvefPNN/POf/0R5eXlwX0gX4c/7KZFIMHLkSPz888/u6x599FHs27cPu3fvDvm5dhT17AkhJML4krJvSiKRIDc3FwAwYsQI7Nu3D8uWLcPKlStb3DcxMbFFUC8vL0diYmJgJ92F+fN+JiUltWgk9evXD59++mkoTi1oqBqfEEJ6GJ7nW/RkXUaNGoXt27d7XLdt27ZWx/h7mtGjR+PkyZMe1506dQoZGRmddEa+oZ49IYR0Y/PmzcPkyZORnp6OhoYGrF27Fjt37sTWrVsBALNmzUJKSgoWL14MAHjsscdw1VVX4ZVXXsENN9yA9evXY//+/Vi1alVnvowu44knnsAVV1yBF198EdOnT8fevXuxatWqLv/+ULAnhJBurKKiArNmzUJpaSm0Wi0GDx6MrVu3YsKECQCAwsJCsOzFJO8VV1yBtWvXYv78+fj73/+OvLw8bNy4EQMHDuysl9ClXHLJJdiwYQPmzZuHZ599FllZWVi6dCnuuuuuzj61NlGBHiGEENLN0Zg9IYQQ0s1RsCeEEEK6OQr2hBBCSDdHwZ4QQgjp5ijYE0IIId0cBXtCCCGkm6NgTwghhHRzFOwJIYSQbo6CPSGEENLNUbAnhBBCujkK9oQQQkg39/8B8iv2cIfZ0bMAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pos = xgi.barycenter_spring_layout(H, seed=1)\n", + "\n", + "ax = plt.axes(projection=\"3d\")\n", + "ax, collections = xgi.draw_multilayer(\n", + " H,\n", + " ax=ax,\n", + " pos=pos,\n", + " edge_fc=H.edges.size,\n", + " node_fc=H.nodes.degree,\n", + " node_fc_cmap=\"Blues\",\n", + " edge_fc_cmap=\"viridis\",\n", + " alpha=0.3,\n", + ")\n", + "\n", + "node_coll, edge_coll = collections\n", + "\n", + "plt.colorbar(node_coll, label=\"nodes\")\n", + "plt.colorbar(edge_coll, label=\"edges\")" + ] + }, + { + "cell_type": "markdown", + "id": "f350dde9", + "metadata": {}, + "source": [ + "You can even have a cmap for the layers instead:" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "605b3b3b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pos = xgi.barycenter_spring_layout(H, seed=1)\n", + "\n", + "ax = plt.axes(projection=\"3d\")\n", + "ax, collections = xgi.draw_multilayer(\n", + " H, ax=ax, pos=pos, edge_fc=\"grey\", layer_color=[2, 3, 4], layer_cmap=\"viridis\"\n", + ")\n", + "\n", + "node_coll, edge_coll = collections\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "40e0587c", + "metadata": {}, + "source": [ + "## Styling of interlayer links" + ] + }, + { + "cell_type": "markdown", + "id": "05cf4027", + "metadata": {}, + "source": [ + "First you can simply remove them with `conn_lines=False`:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "f50cd066", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pos = xgi.barycenter_spring_layout(H, seed=1)\n", + "\n", + "ax = plt.axes(projection=\"3d\")\n", + "ax, collections = xgi.draw_multilayer(H, ax=ax, pos=pos, conn_lines=False)\n", + "\n", + "node_coll, edge_coll = collections\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "d29c8d14", + "metadata": {}, + "source": [ + "Or you can change their style with `conn_lines_style`:" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "60c6e256", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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hGPgCfgBAZmbX90C/LRyS4p6WYBEgWLrOP+gLG++AVXCgPdiO1tZW5OTkjOxClOdhsVggCAN7X1LFmA6FVJpMNhy0PgUMed9IwBOEty0QvwlCVSArMmRVgaxIUFQZ0cWewPKQGRaSLKJrQ7xGUVXIigRe4HDZf52H8648A/u/rkZGvgNFk3pvt+56vd8ZY3yP6eGo6CPj/WtgGHR0q2tNStA/GzUDJjKpTxtqy0ZqD/Z8J/KLcvHmm290mZT2xhtvwJmehpKy+EudiCERsqTCYu//jPIsez4AIC0tzVh7ayQSBAFms3nUhIFuzIXCWA+CaGEplNxyKkGKomrvfaQWIKsyZEWGqkhQEhiOyjEsWN4MWZYgG3MbNLKiRIKkg9VmwYSZ42CyarObey/0ExXTBZykx4zpRTBGKDEs2/F1ZBgsA63vhY25reN73Z41y+DcHyzBU/f/A1lZ2fjJT34Ck8mEF198EU8//TSWX3MRTOb4hX7QF0agPQSLveeaVrfPDRbZjpHdoTwShpUOxOh8VZ0kskXlWCTKIVgdZpgG2ByQKDVSCxDlEEQpDF+4Hf0tQBkAPMeDUzmE5TAURYasylBVBT5fAJ//aysO7q2G1W7GvFNmonxaacws6f7rZRmKON/taHRSosIjqthnYBT20QV8x2gmrfNYm3WtzYlg0Xtnck9OPecE+L1+rH5utbGmkdlswnk/WIJzLj8dohSGwMcJBrX7pTwS4bJkgmO03zePx4OamhpMnTo15ZuPRtqw0oEYlaEw0mYVD5ewEgZv4hHvb3/AVBWKKkNWFMiqBEWRjRFEkixqE7oSLKD1mb3GrFx9fR693VxVIasyFEVG9YFa/OX25+DzBDB79izs212FDW98hpOWHoNLf34uOL4vf9CJBEBHIw6rjwllWOPrSPHdMYSV6bhP9FSGjiv8jtVG2ciw08EoLhkGOGf5GTj9vJOw5eOdkCUFRy+cDke61vEclgOQVQkW3pr4LLcEZDs6mqUURUn5/ruROqx0IEZNKIzkWcXDQZRFKKqMcDAMKSjD5kpsNFB31EgfgNZ8I3Vpwolzj5iveir0ewoPVYXRhKQCeOrul1FSOA7Prn8WBQUFUFUVL7zwAm655RaUTCzCyefOj/Mo8Qv/2MJe+4gu7GFc4cc7Mzbq6j52ti/D6MtoaLer0JaiUCJ9KInM6E4Wq82CGfOmQVVVIxB0siIiEJZhFmxg2YEvaW5izUi3dDQ76X1ZqVhLGOnDSgdiRIeCPqtYD4KRPplssMmyjLVr1+Lll19GQ2MD8ktzcPpZCzFhYlnfQiHqylz7LPXYLBNb6CuQFBmSIiMkh3ot9Hs+DVXri4jc/7utFaivacTTT65CQUEBAK3AueKKK/Dee+/h8w+34ORzjwEibfbRV+XG+H4wvRT2nbExTTsMIovsRVZtZdlIZ6/R9NMTrcqmKkrkfY3Usjp1tg8lBQoCog9m3gKeM2nvdT/LyAxb6u/7PVqGlQ7EiAuF0TareKgoioJrr70W7777Lk477TQcffTR2LR5E+75zYP4yS+uwHnLz+r2vmqkI1hWZCiq3KUWoK/KqRf62r+7v9KXIWlzC9T+XxEramTPZb1ABtBS7wbQsaRztPnz52Pr01tg4S39bA2JLfyNSV366J7IRC+GYQfc3sOwLHiw0Fb9NkdmPWsBoXekJzMoHBmWXo5QEZICkBV5QE+ZY0/+5k3JwvO8EQZj3YgIhdE8q3iovPXWW3jnnXewatUqLFmyxLj9zjvvxDOPPIMTTzsWWXlZkVqAVvjIigxVlTpW2exc6Hdaqrp7eoO6VnhzDMAyEjjWHFkuu6OzFZE2eK2ztaOtXW/CYcFCVESISteJdwVF2lDHb7/9FrNnz4753pYtW5CZ40ogEGKbfTiGN/ZnYI1mn74v7TAgDMAwLHiYwOutOCoifTaRDvYER27FwwmJvRhJCSMkhaGqfW9KsgtOWISBNVEOhtE6rHQgUjoUovsIBmON9LHklVdewYIFC2ICAQBuvvlm/P0ff8eH723E2ctPh6xI0MfAq5FpttGDIzmGi1lmmdHX3jEKd63gZ43O1q7NJn4xANXEI90af6kEVVHw7Zc7cXDfITgznDj+lPmwOiIdoFIwMrM56vhIv8Lk2WXILczGbbfdhueeew7Z2dkAgLVr1+LDDz/EFf99cdS9Ogp/juUj+yoI4FhW22cBLNBrc88wYhBpnuJgFGdKJNBVPdAT658IeLT9KKzO3q+SFVWBKIuQZREcl3hBmh2Zm5AqRvuw0oFI6XeE5/m4PzSjMzLqA4DRuax/7vz97u43FrS1tcXdGN3hcCArMxNKgEGuvVCrIUCKtNUPTodnT8tc1NXU495fP4yD+w/DbrfB7w9g5QPP4/rfXIVjT58LOTKbWVURmeMgQY00Z7EccO3//hD/d+tTOPbYYzFv3jwcOVKLysqDOPbkeVi45ARYBUdHCCSpuSdlsAw4CIi+jk+kf0KWEv85CxYeLMcgKPkhqGaYOHOvo5NYhkOmvevchKH++9OHlZrNZnAc7QXenZQOhe4kcx/WnoKkp0CJd59UNn36dKxfvx6iKMZUlffs2YOamlqcsmARpuUfE3MfWRUhSmGE5TAkJQxRFiHJYYiqdqUoyiIkVYKshCElIUQUWcYf/+chsODxxhtvYP78+airq8Pdd9+Nh3//JP5Q8CuMm1wSd6azfuU/adpErHj+Tmx67zPs/nofxk0pxtX/czlysnKRZnbAakq9JozBFK9/Qu+TkBUFiiLBkWlFop0FZhsPvdgQ5RBkRYZFsGrh2o10S6ZWw4x3fkPQmcswjDGSaKwMKx0I2k8hSRIJkp4CZbBrL3v37sWSJUuwePFi/P73v0dhYSG2bt2KX/7yl/B6vfjkk08G3K4qqzJEKQxRDkJSRIRlEZIcgqRKWpgoIiRFhs/jhbvNg8xCZ8z9v9q8FXf9zwN4++23YzqLZVnGSSedhJKj8vDTWy6PLNvc0eTDR/Zj7tzcU1/ZDEeGDXaXFXWVTXBm2Ac89HZUUtExmqyXYbGSqEBVVAjmjkKeAQOzYAPHamGhyDK2fLYNVQdqkJHlwg8uvgoFmUVD8lKi6cNKTSYThUEfjMiaQipKZu2lv0HSU8BMnjwZTzzxBG666SYcc8wxcDgc8Hq9GDduHO66666kdLRxDAdOsPbaoehL86HN3ob8wnxIkoiwEoKkhLG+ajMyMzO7jB7iOA6nn346Nm7egIK00kiXt9bRrehzG7rt8KZrnt601LnBMAwy8p0QIsNiO/dPaDUzBQFPCHJIgavQbtxfhYqg6IPAWdBQ1YR7fv0wag7XwuGww+fz428P/QMPP/xwl3WWBgsNKx0YCoUUNFjNY5dccgnOOussrF69Gnv27MEpp5yCuXPnoqGhAWazeciax+x2O+x2rVDhBA5maEMii/NK4fF40Nra2mVLxkOHDiEvpwAzC4/r9nG1kFCgKDIUKOBbdiMrMxOZWRlA4x5kZ2QhPTMdiOy5oEKFrChQ9SW4Fa1vwliSGx17NKiR/RpUqFAi99FDCapiPLc+8U7pMahGgG76J/gsK2RFBMOgSxOeP+DDH365Ak6HC++88w5mz56N2tpa3Hnnnbj22muxfv16TJ482Ti+ra0Nzc3Ncfu6+oOGlSYHhcIop1eb9c8ulwuXX3459u/fj1mzZqGlpQUmk6nLlpWdJbN5TF+m3GKJHR+/bNky3HnnnfjTn/6EP/3pT0Ywbtq0CRs2bMADDzzQ4zkyDAMOnNGJKHAmWAQb7GYnLIINaRYXMqxZfXn7BqwjqLT9H1RFASL/lqF0BI0qQ9WPiSwUqKiyEUZajUiGAm3eiLbvs15Tig0uBQD0+yI6rDpmi/cHw7Iwm03QJ9kZ/RORVW0//89nqK9txOp/v4wpU6YAAAoLC/Hoo49iwYIFWLVqFe69917j8Xieh9U68OY8GlaaXBQKY5iqqgnXSJJZe2lsbER1dTWOPvromCCx2Wy45557cMMNN+Dzzz/HokWLUFFRgfXr1+P000/HpZdeCo7jRtTosc5BhRQZ9KKFlbYcTGWwEgzDoii3MNIJrQeVog1rNYJNRVtbG8SwiIwsp7E8h17Taqn6AEXFRUYg6ARBwMKFC7Fr166Y2x0OBxwOR79fgyAIsFgsNKw0yejdHIM6F+7DMTSQZbU1/jufy3XXXYcZM2bgz3/+M95++21kZ2fj4YcfxtVXXx33SrCnGok+/NBisWDSpEnG1eRIHD2WbFpYCeA4gGdN4HkeNlPvBbTkAYIIoshV3uV74wsmoqX5dfh8PqN5UHfo0CG4XK7Yx5IkSJLUpcbY23nTsNLBRaEwxuXk5CAnJ2e4TyPGySefjJNOOgn79+9HXl4enE5nt8f2NKpk/vz5Rg2nt2aKZDSPRd8+0iRaC+wpPM8//3zcc889WLFiBe68807j9vXr1+OLL77A448/HnN8a2srGhsbMW3atITOj4aVDg0KhTGsL81Hw8Hj8XTpcO6L6MKjrq4OaWlpXa5gdak+emwwJet5CgoK8Lvf/Q533HEH/vOf/+Dkk0/Gd999hw0bNuCcc87BsmXL+vy8Y3Hp6uFGoTAGRRd+bW1tqK+v79IOPFTPP5gqKiqQkZGBzMxMNDY2guO4bkMhmQZj9Fhfgybe94bCT37yE0ydOhVPP/003n//feTk5ODBBx/EJZdc0qdCnWVZWCwWGlY6DCgUxjh9THeqSUZBwPO8URDNnDlzwI83HJJ1ddxTWNjtdqPTtrdaSyLhcuKJJ+LEE09M6Lw6/5xpWOnwo1AYg+x2O6ZPn25Uy9PS0oblPAa7+WrcuHGD9tgjTXTtpXPQHHXUUQk/TlpaGsLhMNLT03usmciyjPb2dlitVqNDuKfmMZ7nYbFYaFhpCqBQGIP0qjmAbucMjAahUAgcx4HneezcuRN5eXnGyqmk//TRYz0Jh8OoqanBpEmTuh126vf7jYCh/oLUQT+JMSgYDOLgwYMQRRGtra3YuXPnkA7JFAShxxFFybJnzx40NTUB0AopWe5ti9CxqaKiAtXV1Qkdm+jvSaLHJRIwZGhRTWEMUlUVoVAIiqIMSyee0+lMOBTG2vyB4ZCenp7wBDB93+tE9fT7RT/b1EShMAZZrVZjtJHX6x3y51dVbf2goZh8RAVP7/rSpJaMZSl0Fotl2PqzSPeo3jZGdS4sh7LwbG1txTfffNPrRK9p06YNaJ4CSYzP50MgEEjo2JaWFjQ3N/d6XCK/T1lZWRg/fnxCz0uGDoXCGOTz+bBlyxb4/f5haT5yOBwoLy/v9bmtViutazMEDh8+jIaGhoSObW9vR3t7e8KP3dPPWFEU6udJQfQXNwYN92Qgk8mU0Dj0Q4cOITMzk5oYUkgyh/nW1NTA4/Fg+vTpSXtMMnAUCgTA0DYfBYNBuN1u5OTk9DjyJBAIQJKkITuvsSzZFwqJ/D5lZ2cjPT09qc9LBo5CYQwbrrWPAoEAqqure+3gnDp16hCd0djWlwuCyspKMAzTa18Ax3HIzs7ucTKa1WpNasc1SQ4KhTEoOgh4nh+1zTMOh8NoppozZ87wnswoIctyQhcSJpOp16Ymj8cDURSRlTW0Gx+RnlEojHFpaWnDusxFT7Zu3YqioiLk5ub26/Gjt3kc7n6U0SLR2qWiKAiFQj2ubtrW1gav10uhkGJo9NEYpq8/k6p7AAy0nyN6fZ19+/ahpaUlGac1KiU7NIPBIHbt2oVgMDikz0sGjkJhDIr+Q3S73di6deuo7NDdvn076urqAGjNGbRTV3x9Dd9ECnKLxYKpU6f2uKYWTSxMTdR8NAbpWxoyDAObzYaysrIhXX+mL/tCD0RJSYlRKNGKqd1zuVxJ7/BlWTahvSuoppB6KBTGILPZHLO/QGZm5jCezeCJng0dvWIqiVVUVJTwsYle3YdCITQ0NCA/P7/bEUhUU0hN1Hw0xul/vMMxs3SwC4Xm5mb4fD4AwO7duxNanmEsCoVCEEUx4eMTuboXRRENDQ29NktSTSH1UCiMQaFQCN9++y28Xi+CwSCqqqqGNBSsViuKi4sTauMfSHDoM2ZJz/bt24f6+vpBeWxaJXXkobr0GMRxHHJzcyEIwrDUEMxmM/Ly8ob8eakQiq+8vDzhTvjJkycP8tmQ4UahMAbxPI+CggIAWq1hqImiCK/X2+uOW4IgDLgDnIKgdzabLemPmegqqbQgXuqh5qMxSFEUuN3umPbeoSw8/X4/Dhw40GuBMGPGDOTk5AzRWY1dR44cgdvtTujYQ4cOoba2NuHH7qn5yOl00tLoKYhCYQySJAn79+83OmGHmtPpxJw5c2gkUIpoampKeLMls9kMs9nc63GJXGR4vd4+LcNNhgb9VY5xwzH6g2GYhNqwd+7cidzcXKotpJD8/PykPZY+6m20rr01UlEojEHxgmAom498Ph9qa2tRVlbWY20hMzOTVtEcIoleHASDQbAsm9B+GL09Lu26lpqo+WgMG65OWEmS4PF4el1zqaCgAA6HIynPGb1iKum/yspKHDlypNfjrFYrysvLewx9lmWHdCY9SQzVFMY4s9mMoqKiIW3fT/SqtL29HSaTKaE27Hjy8/ONmsbEiRP79RhjwWBcHAiC0Gsnst5hXVhYmPTnJ/1HMT0GRRfKJpMJ+fn5KdnpW1FRgdbW1n7fPzc312ivVhSFhqcmSSKhHgqFUF9f32Nt0O/3IxAIJPPUSBKkXklAkkoURYTDYWP4KcuykGUZwWAQPp8PHMfB5/MhLS0NPM+DYZhuP5JtsAtpj8cDk8kEi8WC7du3Iy8vL6kdpaNJoj/fRH9mwWAQR44cQWZmJjURjTAUCqOQoigIh8MIh8Nd5gIoigJZlo1g2LRpEw4ePIjx48fjjDPO6HZUUHchwbJszNfRn6OP7U/BMNAgOnToELKyslBYWIjS0tIel3EeywYjnNPT03vd7W64toMlPaNQGEUkSTIWN+vpD51lWbS2tuK//uu/cODAAZjNZoRCIRQWFmLlypVx/5ijN6zpLz0gvF4vAoEAvF4vJEnqtmaih5feBNHXYDnqqKOMQocmSXVv3Lhxfeq3SWZBTqGQeigURjhFUSCKIkKhUMJLBrjdbvzXf/0Xxo0bh/feew8zZszAjh07cNttt+GKK67Apk2bBqUQ1YNF3+1NkiSEw+Fujw8EAvD5fDGzbXuqjXRXm5FlGc3NzbDZbEkbzTSauFyupD+mx+NBVVUVpk6d2m3tk/p4UhOFwgilF6jhcLjPf1xr1qyBJEn429/+hszMTBw8eBCTJ0/GqlWrcMwxx+Dll1/GtddeO0hn3jedX5tea0hkC9GamhrY7Xa4XC7s27cPOTk5yM3N7bYZDIjf5DUU/SvDqbGxETabLaFNcRL9XdObJ8nIQ6Ewgui1guiO4/7Ytm0bTjvtNFgsFiiKgtbWVsiyAKvVhjlzjsWWLdsRDImwmONvjjJQNpsNkyZNGvR5A+3t7V1GVSWzGayn2one1xIveFKt47Wurg65ubkJhUJaWlpSJxSOtoAdDSgURoCB1AriSU9Px+bNm2G32yHLMnieh91uwaHDTWhsZmB3ZmDVcx/B5w1AUQGe5yAInPFZEHgIPAtB4GESeAgmbUczk8BBMPEwR24zmQSYIp/NZh4mkwCLmQfP8yO603cogiWRj2SJ3oWvN6WlpQkdl8j7Q81HqYlCIUWpqmoEwUBqBfFceOGFePbZZ/HSSy/hkksuAQCkp9uwf997OHjgU9zw86uQ5syFJMlQVUAMi/AHwvD6gnC3+RAK93+544aGehw+XAmBlyHJPKZMnoKSkiLwPAuB58GbOAg8B5OJgyT5YbW0w2Zv0ALIpAWPSRBgtmifBTMHi0mAyaSFDc+z4LiOK/FULXiSESzRNY+emsGSFSyHDx/GZ599BrvdjkWLFiUU7D09R1lZGdUUUhCjpupfzRiV7FpBPKqq4ne/+x1Wr16NBQsWYO7cudi2bRs++OADXHHFFbjvvvsgSTIOHWrEgYONCIU6OoO1v2EGobCIQCAMrzcInzeIYKj34Nq5cwe+2/MdcnIyUFKag8oD9WhtdWPGjBmYPGXKgF8XyzJgOQYsGPACB5bxQuAtMFvSIEtumC122O3pEAQOJhMPgY/Uekzav82R4BFMPMyRoDGb9aDhwHGxgTPS6cGwf/9+ZGdnIysrK26TVzAYxI033ogXXngBRx11FFpaWhAMBvF///d/+OEPfxj3sVtaWlBZWYm5c+fGbS5TFAU1NTUwm83Izc0d1NdJ+oZqCilgMGsF8TAMg4svvhjTp0/HK6+8gi+//BKqquIvf/kLLrroIgBak9GECfkoL89DTW0rKg7Uob09AC2nVJgiTUfpTm2DFpZhEA5L8AVC8PmC8HpDCIUlqIoWbC2tLfhuz3eYOXMmJkV27xo/fiZ27dqFHTt2oKCwAGlpzk5nKgNgkOjEe0VRoUSeLyzK4NgwfKoK1a2AY9uhqCGoat+XC+f0sIlcketNaSYTp9VujKY0AbzAau+NiQMv8DCbtNAxCwIEEweL2QTBpIURz3MQeG39n+EIHL224vf7EQ6Hu92n+Re/+AXeeust3H///Vi0aBE8Hg8ef/xxXHvttXA6nTj11FO71ED0xwyFQl36V1544QXcfffd8Pl8CIfDmDJlCu677z6cdNJJQ/r6SXxUUxhGeq1AFMWERtMk0/bt21FcXAyr1Yp9+/ZhwoQJve7A1djoRsWBBjQ1977vMcMALMciHJLg94Xw9rr3UF19BEvPOjemBqSqCta9sw7jx5VhxowZMY/BsV4oqgBV7d/aR9H310LB1O/HSjZtdJP2wbEMmEgwCDwHXtCa0mLCR+AjzWq8FkBmPlLjEWCO6r8RBB4cx4HnWfCcFjg8z4Flu2+m2bFjB/Lz85Gdnd3le7W1tViwYAHuuusu/PjHPzZuV1UV5513Hmw2G15++eUu92ttbUV1dXWX/op//OMfuOWWW3DOOefgrLPOQigUwj/+8Q/s3LkTr732GubPnz+s/SuEagpDbqhrBb3pyx9UTk46cnLS4Xb7UXGgDkfq2rpt4lJVQJYUcByLNKcVotiOzEwz5s0ZD1/Ah5aWBgB2hMMq0mwWSFIAFgsPUVKM2oWqWgCGhX6GauRxta/0G2L/rTJR/QiqAkVVoCgywGmfZUUEIo8YG06Aiqh/KyrA6M/X8RT6DSoYbUZub28ao3+Kc2QCb32vP55Oj89EQoZlWDBsx0qkHKs1qfG8FhimSE3FJPAIhppgszUhzeGEIAgQTFoomQQeW7Z+CZM5EzNnH4+a2hZ43G3IznYhPd2JZcuW4f777+/9RUSEw2Hcf//9WL58OR588EHj9osuugjLli3DihUr8MILLyT8eMZbMAyz7UczCoUhIsuyMdt4qGsF3YktFBOvMKan23D03HIEAiEcqGxAVVUTJLnn15Sfn4/NmzfD6w+AY1lYzAIcaekIhcKoPbIfs2YtxYSyfIRFLSgZhoEkShAlBZIoIyxJkEQFkiRDjNyuQo0Uih0lZ3QZyrEsGJUFy3JgGAtYhgPLDcavvIoub58ae5uqxkSOfgiMKFI7cgeq/vOIPi72+4h+bER3WqsQox8r8vj6t1kGWmBwDFiGidROfFARAMO0RmoUKmRZhSjJOHKkEVk587DquQ1Ic6QhP4+FIFjB8zZ8/mUDsvOOwQurN0GINJXxUbUXXjBhy9ZKmMw8rGYBe77bDY8nhO9dfBmCwTDMZgEMw8BkMuHyyy/H7bffjnA43OehysM1GgxI3WHGA0GhMIhUVTVmG6dCrSAek8nU7zkDVqsZ06eVYPKkQhw+3LVTOtqxxx6Ljz/+GC+++CIuuOA8MNBmVr/yz1chCALmH3MMOJ6FlTdBlhSERRmyEgQDFja7GZmWNHBc7GWzLCkQJRmSKCEsKZEQkSGJcuRzGsKBICoP7kdLSzN4gUdJcTFycvL681b1gOl6Rc/ErRsk59lYBhzHgGdZcHykA5xlwfGM0SHOc5xWY+C1r3mOBcvFNrWIooxQUITbcwSKYkYgAHh9QSiKtiYRA6C4MB/btwFHag5g8Y8uht/XBMFkRTisYseOrzFz5gykp3c0O6qqilAojFCo63lXVjbD5ihCXV076urb4G1vRGZmBgoLC435JMPVmp3s0WBAz0GjNeulZvFLfQqDQJZlo4koVWoFne3YsQOFhYXIzMxM2mMqioqa2hZUHKiD19t1Nut3e77DCy++AI4FJk8ej917DoBjBfzwRz9EeXl5l+PbPQ0QTFYwjAWBoAioKmRFhYlntTZ0M99j81d9fT1WrlwJvz+ISZMmwOPxoaGhGVOmHoXTTz8DiqxAFGWt9hEZfjuUtMKc6SjYOVYr7Lnof7PgeK3Q1/oG2C7h2BNFUREOSwiFxMiHhGBIGzkWCokQwxIslgBE2QSWMcFkErq8py0tR/DuO6+ipKQExx4zE15fEJs3fwGe5/Df//3fcDo7DxAAJDGIYMgHhyMLLpcduTlOOBxmLD5jIS644AL88Y9/xL59+2C325GXl4fzzjsPdrsda9asGfD7murMZjMsFkvK1i4oFJJErxX0NIojlezYsQMFBQVwuVyoq6tDdnZ2vzeziaehwY2KA/VobondmD0YDGLbtm8hie0wm9Mxa/YcCEL8mdN6KFgsaZ0eQ4TXF0Q4LIEBIs0TWoHGCx1/aH976nHIioLLLvshoAZgMtvx3Z4KrF69Guedfx5OOOEE41hVVSFLKkRJ6qhpSDLCogQp0oQlStrX0X8xDMOA47WrdpbTCm4uUnB3FPYc+Kirdv2qPpkdpJKoIBgKIxSWEA5rhX8oKCIUlgCo2msJywiHRajQRouZzQLMJgE83w5FsUBF19picVEmMjLs2L9/Pz7e8DEYJgS/P4iS0glYdPoipDm77q9ssZjgTBMg8BKmT58Kk6njinjlypX4/e9/j+XLl+O0006DLMt44YUX8Nlnn+Hll1/G8ccfn7T3JNXwPA+r1ZqyNQRdap/dCKAoCkKhUErXCnqiqioCgUDSzz03Nx25ueloc/txIKpT2mKxYN7Rc+H1NsPhyAbH930pDYtFgMUiGOcfCknweoNobPJAVlRYLQJamhsRCPix9Oxz4HQ6oSgOMAyD2XNmY8eOHfj8889jQkHgOVitkVnZAm/MZeB5HmZ9CKmgzehWFcUY/ipKMkIhEcFg5Co8GEYwJHXbjDYQ2iAFKeaKPxySEAqLkKSOn5+qKAiJEsSwhHBYgqKoWpu/mYczzQY2gaGvDMugfHwO7HZtgtqkSZMwadIkeNz1MJntsFg6FhbkOBaZmWnIyXYiJ8eJNEf3k9p+9rOfwWQy4ZFHHsGWLVvg9XrhdDrx97//fdQGAsuysFqtI2Y7WKop9JPeVzASagXxeDweWCyWIftFje6UDoVC8Hqbeg2Fdk8DBMEKi7Xr1Wh3VFVFMCjiq6+/wfr1/8b3v38ZzCYB6S4bZs4Yh5xsJ1579Z946m9P4osvPjeGefY0ZLM/9LAKhkSEgmHtc+fwCIoIhbv+/siy3i4f3ewjIhSW47R7qxBFGWJYRkgUEQ5rS42bzQIskeVFOD7+KqVutxsVFfvhdrfBZDKjtKQExSWlEAQO5eV5cde+0kMhNycH2dnpyMlJQ1ZmWpf3T9+3o7taoCRJ2Lx5M9LS0jBv3rzE3tQRhmEYo6loJA2bpZpCH4z0WkG0eO3Agym6U/q7vYexc0f/t9nsCcMwMAk8MjNcUFVtyeycnBykO4FgwI+9e734asseFBWVIxQSYbOakh4I+nkYNZr0+PM/AoEQPJ4AWtp8aG31oq3NB4/HD58/jLAoaR3uYQmSLEMSI6vDygrCkcI/HBYRFrUJfhYTD7NZQJrDklDzRE11Nb748gvYrFbk5uXB6/Phyy+/Qm1tNa688mKYTLGFuckkICc7DS6njPHji1Fc3PO+yq2trThy5EiXuSc6nudRUFAw5L+HQ0UQBFit1m6XDU9lFAoJGOm1gnj0/QUEQcDu3bsxfvx4Yz/jwSQIHCZOKACDAMyWdFTXtMXtlO4LbVZuGF5vAO3eIPz+MAALpk+biAMVOzBj2jkoLEjHhPI8bNq0Cf/Z/A5uuukWVByoh9vthzPNipzsNGRmpSHD1ftKoX0hy4q2FIgvBK8vEPV1EHKcYbwOhxUOh9V4XYFAGP5AGH5fCO3eIERRBMMySEuzwmxygBd4sCwLSZJjwqMnkiTiqy1fo7i4GPPnHwOODUBVBbS1teLtt/+Jb7+diAULjkWGy4HcHCeys53GCKNduwIwJ7B6bqINECPpCjoRHMfBarV2W0MaCSgUujGaagXxNDY2alfQ6elD/twWiwXTp08DAEycUIT6+jYcqGzo0indk3BYQnt7EF5vAF5fKG4BO2XKZHz22WY8+OADOG5BGWprq/HNN9/ge9/7Hm684SdgWRaqqqKtzY/mFg/27q2Fpz2IDJcN2dlOZGenwWFPbDXXYFCEzx+E1xv58IXg9QYRCMQZm9kNUZTh94e0EPCHEAiEI8NDAZvVjOwsB+z2bNhs5m5rN4qiaqPf9FFVMZ8ViKKEfXsPQZFkzJw5K1IoM8jMdGDBgmk4WPkVvv3mY/zv7T8Dz3fte8jPz+915vtYpNUMLTCbzSM+6CgUOhmNtYJ4pk6dCgApMX8iL8+FvDwXWtt8OFBZj7o4M6VlWYXPp9UEvO3ByKia7nEci8KCPEyceDm++24/wsEq5OXl4Le//W1MhybDMMjIsCMjw46JE7RC1e32oam5HTt2VCEQDCEzw4HsbCcyM+yQZBVeb8BY30kLgCAkqW8rxyqKVgsI+MPwBUII+EORpiCNxSIgM9OBNLsFNrsl4WGo2tIZ2lIY3X2/sWEvRPEIzjl7PjiGBS9wmDQxH3a7BRs3FOGjjz6KGwgA+jSEubfCkef5Edm80lmqDzHtKwoFdGx0HwqFRmWtIBFDOd4gGAyisrISZWVlMcsvZ7jsmDe3HH5/CBUH6rFrlxdt7hB8tfXwB0IJzyNgWQbjSrOhKu3gBQHnnbcUNksIWVlZva7IybKMMeLGbBbg8QRQ39CGnbuq0NTshSwrsNtNkcLamnBhHQ5L8PvD8PuD8AfCCARFYzkPADCbeGRm2rXmI5slZmhtX7AsA6vVBJvVDKvVpH1tM8MW+dpiMcEstOL5Zx+EWfBhzpw5EEXR6If4+OOPjQuGeNxut3FF3JNEfp8mTJjQtxeXYkbKENO+Gl2vpo+iZxuPtUFYFRUVyMjIGJbmI57nkZmZ2eUqMRgMo6HRg4ZGN5qb2mGx2ODzywiJgYQDgWGA0pIsOBwWtHu05qjMDAeCnZpx9PZ6rzeIdm9Qu/KPXP2H44wIcjptcDptUBQVfn8IPn8IjU3a49sdFjjsFlgjndayrCIQDCHg05qCfIFQl7Z+QWDhcNpgd1iQ5rBAEBK7YuY4NlLY6wW9AJvVErlNgMXS+2iy0047DRMnTsSNN96IRx99FKqqIj09HU888QT27t2LP/3pT93et6qqCvn5+Umd0zLSsCybUDCOVGMuFPRaQTgcTnij+9EoFAoN2+vneR55eXmQJAUNDW40NHrQ1OSG1xdbcMtKEFkZVmRnO9HW5kNTk6fXfRuKirLgdHa0eSuKCo5j0dLqRbtXxuHqdvh82vLeitL3CwGWZeBwWOBwWIDcdMiyirY2H2pqm+H2BBAOSWAZxljFVF+NieNYOOxm2O3affV5Fl3eG46FRb+6t5iMALDaTLBaTN3er2+vgcWqVavwox/9CEuXLsWJJ56IvXv3orW1FX/605+wYMGCbu87ffr0hNvMeztu3759yMjIiLs6ayoaqUNM+2rMhEL0bOOxVivoTn8XxBuINrcfDQ1tqK1thNfXsWJpPOGgD7xggUUwITPTgcxMBzwePxqbtII9miIrcGXYocgKampbEAqJCIdaocgcbLaDaG9vhMkUO+mqP2RZRcAfhC8QjjQHdXRym00CTAKPUFhEMBiGKHKw2czIzLIjJ8sJs1kAz3ORK/yO5p3oJp7o2b+Dqby8HBs2bMC//vUv7N69G4sXL8YFF1zQawGdaGGYyO9TZmbmiNmWdSQPMe2rUR0KVCvonv7HPdhXPMFgGI1N7WhsdKOp2YtwWIQsSfB6G+FwZIHju2/ucDhzYv6tKCpMJgHZWWkQeA71jW543H6Ikgy7zQKWY+HxBCBJIg4dOgwGHsiyCjAiigr7t8ZTMCgazUUBf6jbmoo+Qig93YqcnHTk5jhhs5khmHiEQxICgRAURYXNZkZWZhqys9OGLAC6w/M8li5diuLiYhQXFyMjI6PX+1RWViIrK6vX+QWCIPQ6SikrK6tP5zscRsMQ074alaEgSZIxgohqBb3jOC5p4SDLClpa2tHQ2I6mZg/a2wNdD+rlqSRRQSgcmQEcErWlHYLhLntDm00CMjMcAKMtU6GogM/rxcZNGxEMBjHtqBK0t7fjueeew7RpU3H55T/o9XkDgY5aQMAfgtypicnYZc3Ew5VuQ16eCwV5LhQUuOB02sB3M3tYJ4oymlvasW9/HSRJgiAIyMl2ICMjrdsRP0Mh0Z+/z+dLaMJZRkZGryHj9XphMplScvmH0TTEtK9GTSgoimJ0HFOtIDGqqoJlWUybNm1Aj+PxBNDY5EFTkwctrd64cwbiPXcwJEH2Sx3LQUTW9NHvzzJ+qOB63C0tI9OBcaXZUGQVzS3teOmjf4PjeJy5dClsVhvKxmWjtrYKzz3/HDZu3IRFixYZzx+I1AIC/jD8gRBCIaljO02BR2ZWWuRrDoKJhyvdjtxcJ7KznMjKSoPZ3Pc/H0HgkJ/nQn6eC4A2Kqm5pR179x2JLE/BIzvLCZfLlrKFUbLO69ChQ8jNzUVOTk7vBw+h0TbEtK9GfCgMxUb3o00wGMThw4fR3t6OvLy+7y0QDIpobmlHY6MHjY2euOv36Ix1fMKy9jkoIRQMQpLdkOQgevoVZBgFqtr9lbfdbkZpSbaxUqks+1FTswffu/gyuNKdCIYk2GwWTJk6BSeduADbt+/E7FnHQpS12b8Cry10l+GyITc3HYIQu22l2SQgOzsNWVlpyMlOg9Wa/NEmJhOPgvwMFORrV9WhkBYS9XvdkQUEBWRnOZGWNjht7339m0n0+Pr6erS0tOCoo47qz2kNi9E6xLSvRuSrT7UtLUcKVVXx8MMPY+XKlSgqKkJrayvS0tJw4403YtGiRd02CyiKipZWLxobtdqA2+Pvcowoaks1B6MXcQuLEOMuuyCDYwcW4BaLgPGlOTGFeFtbGwAVR00pR5ozDU2NdQiFfeBkK/LycvHNt9uQle3o9kpX4DlkZaYhKzsN2dk9r/Y5WMxmHoUFGSgs0EIiGBTR0uLFkbqWSJOGCTnZaQkNPR1O6enpCQ3ZTIXa0GgfYtpXIyoUqFYwMPfffz/+8pe/4JprrsHxxx8PSZLw3HPP4d5770V+fn7MTN92b1ALgWYPWprbIcnactF6E08oLEZCQDSWZx4MTMzOyRqTwKF8fC64Tm3w+mzbg4cOYubMmUhzpoFjOfACjwOV1WDZ2A1kOI7VZitnaeseudJTr8nGYhFQWJgBQA+JMFpafAgEtQUFbTYTsrOcCc9ziMdms/Xp6jiR98hisfQ6smi4/4bHyhDTvkr5UKBaQXK43W6sXLkSN954I371q19pm84zDJYsWYKzzz4bjz76OMaNm4rGZg+O1LagzeOPLN0cRigkIxQMxyzDMFx4nkVZWR74OIVgXl4eysrK8M477yA/Lx85uVpb9bZt27Hl6y0488wz4XLZkRNZ1yjD5RiUFVIHk8ViQmFhRy0hGAyjsdEDUZLAgIHNbkaGyw4ugT0TAO0qeTBmFgcCAYRCIbhcrh6PG67CeCwNMe2rlA8FRVHAsizMZjNMJhMURTGuMPSvO3+Qrr788ksEg0EsX74cgPbHeOhwEw5XNWLW3KXY+PHnePmfnyAclhLqKB4KqhpbYHAci7LxuT128C5fvhwrn1yJBx98EOPLSuH1ulF9+ADOPXcRbvj591FaWjLYpz2kOodEIBBCfb0biqotpGe3W+DqZunuweR2u+F2u3sNhaE2FoeY9lXKh4K2EXniaR4vJPSP7kJkLASK3jwQDms7glVXV8NiFjBpYj4y0gGe82D61EK42wPa6qO+EHy+EPzBEMSwBBaRTcdZBgyrbefIsqy2CTnT8b3EMFBVE7obm9rU2Ijd3+2B1SwiFJJhtmRg2rSjMGN6GazWntvSi4ry8NBDd+ObrZ+jsnIPOK4IZ575C2RmZsJsTu12+GTQJsV1tI37/SEcqdOamhgmMhs7auVXWZaxa9cujBs3Lql7G6Ta39JYHmLaVykfCn3FMP3f+7a7IAG6r5WMlEA57rjj4HQ68be//Q333nsvOI6D2WwGz/PYtfNrHHvMFCxZMjfuff3+IJqavGhuaUdzczuaW31o9/i1DWF8IbT7gggGwpBkRQsJVg8KLTwYtiM09ADRbpfAMBLYyPdZlkHdkTp8+eUXcLlcGDd5HIJBCTt2VmD9+99hYvk12vISUbobITR/3iTs3bsXDocDhYWF2LNnz6C/x6nIZjPDZusICZ8viMZGNxD5OdhtJhQXFyc8s3jy5MkJX2Un8nc4FAX0WB9i2lejLhQGYjQHisViwa9//Wv89re/RUNDAy688EK0trbi6aefhsvlwi9/+ctu72uzWVBaakFpac9LILS3+1HX4EZTUzvaWn1wu31o8/jR3h7ZXMYfgi8gAqoKllWhKNpa/h1U7NxdgezcEpSXlcNklsDxLE45pRQbP/4Ab637NxafsQgulx2ZmWnIynQgPV0bQsiyLNrc2q5lHMeC5zlt9nSKNIWlCrvdYqwCCwBeXxCqKsDnC8PnFyM7t3VfM090hE6iy1wM5ogfGmLaP7RHcwroHCKJNnX1J1BeeeUVPPLIIzh06BBUVcUpp5yCK664AvPnz+/TWvn9pSgK6upbsWP7DvBCOrxeCa1uH9rbAzh0sBofb/wEs+ccDZNgBaBqs4bzM/Ddnh3YvHkD/vCHOxPuRPV6GsEJZlitTnjbG2G1OZDudIHjtPkJPMeC41kIPAeO58DzWpjwPAeOYyEIHHhO+7cgsOA47ZjR1PygbTLUBofDAUEQtB3hJMW4QLLbYzf0qa6uRmZmZo9LWEiShI8//hg+nw+nn346HI6BrTfVVzTEdGAoFEa4/gSKoij46quv4HK5MGHCBGzfvh1FRUVDEgr6OQYCgS5V+k2bNmH58uXYtGkTSkpK0Njohc1mhgoVr77yCu66625s3vwJWJaDrChQFAWSpEBVFciyCllWocgyZFWFIiuor6sGL5hht7vQ0FANk8kKqzUNsqItx6FtLq/0OVg5jtXCQmCN0OCjQkULnY4Q4XkOghE4PHieiRyTvOVF+kuSpB63Y/X7Q1qndeTfdXU1yMvL67agf/XVV3HXXXdBEATY7XZUV1fjZz/7GW6++eYurzUYDEIQhKSNAKIhpslB9aoRTr+i62t7aWFhIRwOB9LT02GxWGCz2eBwOBKqoQx0IyKGYeJeac6cORMWiwWvv/56pDkrAEVRkZmZifXr12HGjMkoLk58meW9e8WoPgUFGRkZcWdwq2okUJSOoJBl1QgeRVYgKyqUyG3a9yPfU2LDSBS1yXva8Yr2GJFjJVmFokSOVdTIMiNMJChY8Jy2C5pRU+kUMEKX8NFqM3r4JFqD6ovo/ggAKCrSRm8FgyJYlolZ1G/9+vX4+c9/jvPPPx/Lly8HwzDYvHkz/vznP4NhGNx8880xj7Vv376EF+LrDQ0xTR4KhTGOZdlIocT3aZhe5xFdQGJ9J1qhK6O+vh5ZWVkxVXyXy4Urr7wSf/7zn8HzPE455RSIoojf//732Lx5M1atWpX01w9oIcXzDICh7YjUw0irrSjaBMFOYSTJClQFkGRZ28IzGDbCSJIUqIpiBJUKfVQYY1wsdFw06LfDCBGB56GqsrbRULsfLCsYNZjuAiZ6JrU2h0gympcefvjPOOmkk/DYY4+htrYWfr8ft956KxRFwcqVK3HdddfBbrcb9584ceKAF8OjIabJR6FAAPR9CGF/ayiAtsFPZWWlUVsBOgLlD3/4A1RVxQMPPIB7770XDMMgMzMTDz30EJYsWdLn59LpndGpRA+joV4dVQsjJbIuVSiy9SeDcFiGooqQJQWKqhojx/TRZIqqoGL/XhQXlyDNmQ6W0TYdUhQGwVAI27Ztx3333Q9JkmG322G1WgEAF198MR577DFs374dxx13nHEe+vf7g4aYDh4KhTEq+g8pKytrSDc70cNEuyqNvcKzWCx4+OGHcfvtt+OTTz6BxWLBKaecYpxf5xFd0V93/nC5XEa/xcSJE4fs9aU6LYw48DzAsiosZhOcThscDnuP91MUBVartntc53WhOI4Bw6gIBn3geS5mm9f2dm3b0s61gtraWmRkZPQ5HEwmE6xWa8qF/GhBoTCG6YXquHHjhvX548nJycHkyZNht9tjAksvCBIpEKZMmRLz774MEe48pJj0/PMSBAGLFy/Gc889h+XLl4PjuEiIWPHEE0+gqKgIs2fPjnms5uZm2Gy2hEOBhpgODXp3x6jomkIoFIq0M4+uX4dwOGz0mXz33XdwuVzIy8vr1xXmaA2U/gw+7K655pZbbsF5552HpUuX4vLLL4fZbMabb76Jr776Co8//nhMJ3BfnpeGmA6t0VUKkH7ZtWsXCgsL+7W3Qn/0pQ14ICOm9+/fj7S0NJSUlCA9PX1Abdh9qaF01pcRXSMpUDqbMmUK3nzzTTzwwAO47777oKoq5s6di3/84x849dRT496np98FfYip2WympqIhRKEwRlmtVuPKa9KkSSm5JeJAjRs3zrg6zc/PH7bzGEiB1p9A6cukRo7jkJubm9DPP5HHnDJlCp566inIsgxFUbodFdTbY9EQ0+FDoTBGRfcjDPWM06ESPfzR6/VCEIQR1wQxFIFSXFzcp0BJpKbX1tYGSZJ6rX12fiwaYjr8KBTGKP0Pn2EY1NbWIi0tLe6M1pGsoaEBJpMJLpcLlZWVyMzMRFFR0XCf1pBJJFAURYHX6+2y0U68QAmHw0awms3mHmsofr8f4XA44SZJGmKaOigUxqi9e/fCZDKhrKwMjY2NYFl2yEKB4ziUl5f3uH5OMjQ1NcHhcKTcmv6pJBwOY9++fZg8eXLMzz9eoGhLbztgs9m6/dnpwdDS0gJBEOBwOOI2c+mDADiOoyGmKYZCYYzKz8/v92iQgWJZNqGlDeiKcfCZzWbMnDkzoZFngiBg5syZPR4TPYs63jyU6MeyWq1IS0uLaeYjw4+ieYxKT08ftr4ERVFQX1+PUCjU43EWiyVpHeAUMPExDAOTyTTkV+lDVVskfUehMEa53W54PB4AQ19gKoqC2tpaBIPBHo8bP348CgoKhuisxqZwOIwDBw70+rPQj/3222+NGcq96en3Sq8tUody6qFQGKPq6+vR1NRk/Hsom494nsfcuXNjlkIgw0OWZbS2tkKW5V6PTebwVVmWUVdX12ttkQw9CoUxaiQ0p+zZswcHDx4c7tMgERzHoaCgICnDevVQ0PcMJ6mDQmEMG679lWRZxs6dO43mq+7k5+cjKyur388zEoJvJFEUBW63G5IkJXR8T++/yWTCnDlzRt0w6NGAQoEMeeGpqiqCwWCvTRYulytphYbL5aJOzTj6cmEQDoexf/9+BAKBXo8tKipCcXHxQE6NDBMakjpGRQdBSUnJkC5zkWgIud3uAc2fKCwsNIZaUgHVs75cGCRybG9LsYdCIezbtw9lZWU0JDXFUCiMYfpVYqpO7qqrq4PZbO53KER3ZI/WlWBTVWNjIxiGQXZ2/O1TVVXb4Ie2iE891HxE0NzcDK/XO+TPm0iBMJBCo7W11Rg+uW/fPtTV1fX7sUjffhaBQKDHZiYKg9RFl01jFMMwxh9mfX39sE5mGyz19fWw2WxIS0tDWVkZ1RLiSOZ+CtFKS0uT9lhkaNFfyRiVmZlpFAjTpk0b5rMZHFOnTjW+pnbr+CwWC6ZMmTKk27GS1EahMEYlsvbQYBmOq8O6ujpYrVaaMNcJx3EJ1xD7UqvYv38/eJ7H+PHje3wsqimkHupTGKP8fj98Ph8AoKKiYlS2t1dWVuLIkSMAtBVTE12eYSwJhUKoqqqCKIoJ3yeRglxfSpuMPBQKY1RdXR1qamoAAMFgsE+FwkCxLIs5c+b0WlsZ6FVkMBikGbO9kGUZHo8noa0/eZ5HdnZ2Qn0zvQUCBUbqouajMUCWZWP4n76scV5eHhiGgSiKUBTF+Biq1TJpm8XUYLPZMH369ISONZlMMTv2JQM1H6UeCoVRTJIkhEKhHq+WQ6EQAoEAWJaF2+0GoF3JR6+LH/3R+Xv92dBeVVXs378feXl5cDqd3R6XmZlJ4ZFCFEVBMBiExWJJ6OfdU4Fvs9kwd+5cCoUURKEwCkmS1GuTUHNzM0RRRH5+Pvx+f8wfeSJNCfHECwz9jz76e0BiV4jdTXwiyeP1erF//34cddRRvS50FwgEsGfPHkybNg1Wq7XHYxPZ55kCITVRKIwiiYSBzu/34/PPP8dTTz2FUCgEv9+P8vJy3HLLLZg7d26/nr8vYZKVlQVZltHW1tZtbUSvwdhstrg1FTJwqqpCluWE2vgtFgumTp2alFVSA4EAqqqqMH78+CFdYoX0jkJhFBBFEcFgMOHVKwHgP//5Dx5//HEUFhbinHPOgSRJWL16NS6++GK88sormDNnzuCdMLRz1jssuyuQKisrwfN83IlQiTRtiaIISZIgSVLMpvKkq0RCluO4Ps336OkxGYYBz/MU7imIQmEE608YAFrH89///nfMmzcPDz30EPbv3w+r1YrLLrsM5557Lu677z6sXr16kM5as2fPHhQXF/c4Aqm0tLTbQiORQl7fHL69vR1+vx8cx/VYM+ktaMa6UCiE+vp6FBQU9LpjGsuyPfY7WCwWlJeXJ/sUSRJQKIxA4XAYoVCoz2Gg27FjB5qamvDzn/8cQMcVndlsxo9+9CPccsstCAQCvbYbD7ZkLkuRn58Pk8nU7xpDXzrdR1KY9OW9EEURjY2NyM3N7TUUJk+e3OP3FUWBKIowmUwp/x6NNRQKI0goFEIoFEpo68Se6GGi/2GXlZUZf5j6cgfPPPMMJk6caKyLPxwrqTY0NIBl2X53OI8fP954XT2NckrEQMOku8DorUN+qCTyfMlsfvN6vdi3bx9mzpxJfQophkIhxamqinA4jGAw2O9RQZ1Nnz4dDocDmzZtwqJFi4wCS1VVvPTSSygsLEQoFMLOnTuxc+dOAIDD4UBJSQmKi4t7bfZJFp/PN6BQiB7O2tbWBpPJNOQb7ehh0tefXW+B0VOz12BL5DkqKipgs9lQUFAw6OdDkotCIUUNRhjoLBYLvve972HNmjW47bbbcOmllyIQCGDlypX49NNP8cwzz2Dq1KmoqqpCdXU16urq4PV6sXv3buzevRuANs48OiT6sm3m7t278fXXX+PgwYNYsmRJUkazxHPkyBGYTCZkZWWhsbERDodjxOy+lqww6a3Za7CWo3A4HD3+XKnTP3UxKv10Uoq++UgoFEp6GESrqanBG2+8gccffxwtLS0AtB3Yfvvb32LZsmUxx0qShCNHjhghceTIkS5NWFar1WhqKikpQU5OTpfnbG1txfXXX4+NGzdi1qxZqK6uBgCsWLECS5cu7XJ8ZWUlWJbt9yza6FAg8Xm9Xhw8eBBTp06FyWSKGyaqquKVV17B6tWrwbIszGYzrrvuOixatKjfNRO32439+/dj1qxZvfZPkKFFoZAiFEUxZh8PZhjo9OdhGAa7du2CIAiYNm1aQjNVZVlGXV2dERK1tbVdOr0tFguKiopQVFRkhMQll1yCffv24Z577kFhYSFYlsVf//pX/Otf/8Jbb72FWbNmxTzGQEOBJMdNN92EtWvX4tRTT8W0adOwadMmbN++Hb/97W9x/fXXx62ZBINBcBxnzH6O/p4kSXjrrbdQXV2NefPm4cQTT6TO5hRCoTDM9DAYyVsTKopiLLBXXV2NmpqaLktrNDU14bnnnsOzzz6LxYsXY/v27SgqKkJ6ejpOOeUUzJ49G48++mjMfQ4ePAiGYfodCnq4siyLQ4cOwW630yzpPvrXv/6FH//4x/jrX/+KxYsXo7KyElOmTMGKFSvw+OOP49NPP0VJSUmX++3duxdpaWld+hQ2btyIG264AaFQCOPHj8eOHTswc+ZMPPvssygpKemydEq80V1kcFGfwjDR15EJh8PDEgZutxvhcDhuM09fsSyLwsJCFBYW4phjjoGqqqivrzcCorq6GocPH4bJZMIZZ5wBQOuT4DgOHMfhzDPPxLvvvjvg8+issrISZrMZxcXFCIVC1EwRh8/nQ01NDSZMmBB3nalXXnkFM2fOxIUXXmgsPc4wDP7nf/4Hzz//PB599FFcddVVsFqtsFqtsFgssFqtcX+nDxw4gKuuugrHHXccbr75ZrAsi5aWFtx666249NJL8eGHH/Za8HcXGD31o1CY9A2FwhAb7jDQhcNh+P3+QXlshmGQn5+P/Px8zJ8/H6qqwmQyYcOGDWhpaUFWVhYmTJhgHF9XV4dQKIS1a9caHdf6FeZIrT2NFPomO90137S0tKCsrAyA1m80btw48DwPQRCQm5uLXbt2Yd26dV3up/c9pKWlGYGxZs0a2O12PP300wiFQjh8+DAWLlyIJ554Aueccw4+/PBDLF68uMfz1Wt/fW1i7csij2M9TCgUhoi+fHUoFBruUwGApNQQEsUwDM466yzcc889eOihh/DHP/7R+J5eqBx//PGoqqpCVVUVAK2wcrlcyMnJAcMwKCwspCv9QWCxWFBYWNjt96dNm4ZXX33VWB1Vn+9x6NAhVFZW4uSTT0ZxcTGCwSACgQACgYCxDLv+b92uXbuwaNEiWCwWyLJsrGk1Z84c5OfnY+vWrb2GQn8la5HHsRAmFAqDLJHlq0e7xsZGvPvuuzj55JPx7LPPYvv27Vi8eDGqqqrw6quvYurUqbj//vvR2tqK6upqVFVVwefzobm5Gc3NzdizZw9YlkV+fr4xwqmoqKhPk578fj+FShyyLCMcDnc7e33p0qVYtWoVrr/+etx9990oLCzE7t27cdNNNyE3Nxd33HFHl/2dw+Ewtm7divb2drS3t6OhoQE+nw+CIBg74dntdqO2GAgE4Ha7kZaWNrgvth8GI0w4jkvpCXvU0TxI+rJi6XCoq6tDe3s7Jk2aNKjPU1lZiXXr1iEcDiMzMxNZWVl44YUXsG3bNnAch5kzZ+LJJ5/sUiC0trYa/RFVVVVdttJkGG2jID0gioqKuhROFRUV+Prrr7Fy5UrIsgyv14spU6bg1ltvTXhjmdHO7Xbj8OHDmDZtWpc+hbq6Ovzzn//E7t278f777yMYDCI9PR1tbW0oKirCs88+i2nTpgHQQlfvO6qurjaGOUc7fPgw/vnPf2Lt2rU4/vjjjdtXrFiBRx55BJ999hmKiooG9wUPM0EQYLPZUro2QaGQZKkeBrojR47A4/FgypQpg/Yc33zzDT766COoqorS0lKce+65xoQmWZbx2GOPQRRF/PCHP+x2XgMAZGRkwOPxoKqqygiKtra2Lsfn5OQY8ySKi4vx0ksv4YknnsCkSZNw5plnIhwO4+9//7sxR+Ooo44atNc+UnQXCg0NDVi7di1CoRBKSkqwZMkSrF+/HvX19Zg4cSJOOOEEY1hyVVVV3BDIzMxEWVmZEdwcx+GHP/whPvvsMyxbtgyTJk3Cxo0b8dlnn+HXv/41brzxxqF86UOKYRhYrdZBm6iZTBQKSdLfFUuHS11dHdxu96CEgqqq2LBhA7Zu3QoAmDFjBs4444wuV0dvvPEGKioqcOKJJ2LBggVdHqe2thYA4rZ5e71eY55ETU1Nl0JJlmV88MEHmDNnDu677z7s3bsXDocDGRkZOPPMMzF58mT87W9/S9ZLHrH0UJg+fbrx82lqasLatWsRCARQWFiI733ve5AkyQiA6upqNDc3d3ms3NxcI5R9Ph/y8vKQl5cXc0woFMKqVauwZs0aNDU1YcqUKfjJT34Sd/LiaMHzvDHabiSgPoUBGmlhEG0wrgdEUcQ777yDiooKAMDChQsxf/78uMeWlZWhoqIClZWVcUOhpw5Qh8OBo446yrja9/l8qK6uNj6++eYbBIPBLrOzrVYrfvCDH+Duu+/Gm2++aQyjNJvNxufor61WqzHTdyxobm42AiEjIwNZWVl48cUX44ZATk4OSkpKUFJS0qX5rra2tktzHqCtxHvttdfi2muvHdTXkSr0IbojCYVCPw10+erRyOv14vXXX0dDQwN4nsdZZ53VY5+Fvp5+bW2tMbqlv+x2O6ZMmWLUfIqKivDpp58aax1NmDAhZiVYRVGwd+/ehAt7k8nUJTC6C5POtydzCfBkamtrwxtvvIHW1lYcPHgQBQUF+OSTT4zf6dbWVqMJD+jaPNfTz6unQB8LOI6DzWZL2Z99T0beGQ+zZC1fPdySvaxAQ0MDXn/9dXi9XthsNpx//vm9rpDpcDiQk5ODxsZGHDhwwOi01FVVVRn9EX113HHHobm5Ge+99x7mzZtnVN0VRcGaNWswZ84cnHHGGQgGg8bPNBgMdvm3PmosHA4jHA536fBOBMdxcQPDZDLF/DteyAxWG/Tq1avx29/+FjabDZMmTcKDDz4Il8uF888/H5mZmQC0PbL1mkBvIdCZKIrgOG7M1LCi6TXMkbp0B4VCAgZzxdLhlKzmo4qKCrzzzjsQRRFZWVm48MILE96/oKysDI2NjaisrOwSCvp49/5wOBy47rrr8NBDD0EURVx88cVwu9144oknsG3bNrz00ksJbTmqL1AYLzCib9d/PzoHjL4Hst/v79dkQYZhum3a6qnZS/+sF8rBYNAYyfXJJ5/giSeewMUXX4wbbrgBXq8XsizjhhtuwJtvvom///3vmDJlyoBqbvv27UNOTs6QzocZbvp+4iN96DOFQg+GasXSkWzLli3YsGEDAGDcuHFYtmxZn65uy8vL8cUXX+DQoUNQVTWpV1fnn38+WJbFo48+iqeeegqAtvHO008/jRNPPDGhx2AYxriK7w+9mTE6MAKBQJdwiRc8+t7S+u39oYdC9O/vhg0bUFxcjAcffBAejwder9dYe2rp0qWor6/H7Nmz+/V8unHjxo34wrEvRsJQ00RRKMQxFsKAZdkBjYZQVRUfffQRvvnmGwDArFmzcPrpp/f5j6KgoABWqxWBQAC1tbVJHaeenZ2NK6+8EuFwGA0NDVi+fDnmzZs3pNV6k8kEk8nUr4lZ+ix4PRTi1VT0r/1+P7xerzEcWq8Fxvv9bW5uxtKlS8GyLARBgNPpBMMwmDlzJrKysrB7924sWbJkQK/bbrcP6P4jxUgaapooCoUoQ7189XAaSNU+HA5j3bp1qKysBNDzCKPeMAyDsrIy7Nq1CwcOHIgJhYEW3unp6Thy5Ah4nsfEiRP7fY7DRe+sjLcxUDAYRE1NDaqqqlBXV4empqYux+h7IXRmsVhw4MABAFrhrRfgLS0tcLvdSdlVr6GhYURtatQfI22oaaIoFDA6lq8eKu3t7XjttdfQ1NQEnudx9tlnY+LEiQN6zOhQOPnkk5N0ptpoqJqaGgDaGPqRzO/3Y+/evTh06BDq6+vh9Xp7vY/+u5yWloaMjAzjw2Kx4I9//CM++OADY9VaRVFwzz33gGVZnHvuuQM+X31/7dEaCiNxqGmixnQopMqKpcOhpaUFra2tMauV9qa+vh6vv/46fD4f7HY7zj//fOTn5w/4XMaNGweGYdDc3AyPx5NwJ3Vv6uvrjVAYKR2e7e3taG1tRUNDA2pqatDU1GR0BPfEarXGFPz6h8vl6jIscvbs2fj6669x5ZVXYuHChZgwYQI2bNiAgwcPYunSpf3uvxgLRvJQ00SN3lfWg7EcBjqz2QyHw5Hw8dEjjLKzs3HhhRcmbQEzfaXOmpoaHDhwIGZU0EB/Pvo4+1SqKQSDQSOU9Y/m5ma0tbX12mypF/75+fnIzc2NufpPFMdxWLlyJV599VWsXbsWn376KWbPno2LLroIAPD666/jsssug8vlGsjLHLFDMrsz0oeaJmpMhYIsyzFjz8ey6Lbk3nz11VfYuHEjAK2p55xzzkn6Ko/l5eWoqalBZWWlEQosyw54NIe+RtJQh4IoijGFfltbm/F1olfiFosFWVlZKCkpwaRJk5Ja2+E4DpdccgkuueSSmHNes2aNUSNcvnz5gIaljhajZahposZEKNDy1V2JoghRFHts81VVFR9++CG2bdsGQGt2OP300wflSqm8vBybNm1CVVUVJEkCz/MoLi4e0GN6vV4oigJBEAZ81RuPoihwu90xV/164Z9Im39n6enpKC0tRWlpKYqLi4d8BI8gCLjggguwevVqtLS04I033sDFF1886jpS+2I0DTVN1KgOhZGyYulwcLvdqKurw4wZM+J+PxQKYd26dTh48CAA4JRTTsG8efMG7XyysrLgdDrh8Xhw+PBhYwmM/pAkCe+//z4+/PBD1NXVYeLEiQOaA6G383f+cLvdPTZvmc1mCIIAWZZjNpvRZWZmoqioyJg1nArDOO12Oy688EK89NJLqKmpwfvvv4+zzz67X481kptZRuNQ00SNylAQRRGhUIjCoJ88Hg9ee+01NDc3QxAEnH322X3qkO6vsrIyfPvttzhw4ADKy8tx5MgRyLLcpxpDa2srLrvsMmzfvh0LFy5EMBjE008/jT179uC5557rdsRIIBBAa2urcdWvX/G3tbX1uL6VyWSCy+WC0+kEz/MIh8NG7aHzTnsZGRnG2kGpEgLxZGVl4dxzz8Wrr76KPXv2IC0trc+jwkZyXx3P87Db7WOqdhBtVIXCSF6xdKh1dxVXV1eH119/HX6/H3a7HRdccEGX5Y8HS3l5Ob799ltj/oO+cF1f3H777aipqcHbb7+N9PR08DyPgwcP4uqrr8Yf//hH3HDDDX1u52dZFi6XK2ZUj8PhQDAYRFNTE6qqqlBRUdGlIMzIyEBRUZHRHNSXjv3hVlpaisWLF+P999/Hl19+CZfLhZkzZ/bpMUZaTWGgs9dHi1ERChQGybFv3z68++67kCQJOTk5uOCCC4Z0i8SSkhLwPI/29nY0NTUhOzu7T/dvaWnB22+/jd///veYO3cuDhw4AIZhsHDhQlxzzTVYuXIl0tPTu20jdzqdcYd1Op1OiKJobPCzY8cO1NXVdQkBl8sVUxMYSSEQz/Tp0+HxePDpp5/igw8+gMPhQFlZWUL3LS4uHlFzFMbCUNNEjeh3QF+EbKSvWDrUmpqa8Nprr6G9vR01NTVYtGgRvvnmG2OEUXl5Oc4+++wh30eW53mUlpbiwIEDOHDgAJxOJxRFSfjKraamBrIsGzOXXS6X0QQwf/58PPLIIwgEAsjOzobNZoPL5UJ2djYKCgpQXFwc034cDodRW1uLbdu2obq6utcQKC4uTsk9hgfq+OOPh8fjwc6dO7Fu3TpceumlCY2CSsas6KEyVoaaJmrEhYK+YuloWL56ODz//PO44447kJWVhfLycjz44IMoKCjAWWedhYyMDMyZMwennXbasP2BlJWVGaFQUFCAcDiccH+G1WoFy7LYtm0bZs6caSwBDQDbtm0zlqrW1xFqaWkxlnsAtE5WnuchiiICgUC3IaAHwWgMgXgWL16M9vZ2HD58GK+99houu+yyXl97S0sL7HZ7SnfUjrWhpokaMT0p+iJ1Ho8Hfr+fAqEfPvvsM9x66634wQ9+gFdeeQV33HEH3n//fVgsFrz55ps45ZRTBm3IaaL0UUdHjhxJeAhxOBzGpk2bsG7dOpSXl+OBBx7A/v37je9/8803eOqpp3DRRRfhBz/4AZYsWYL58+ejqKgo5grR5/PB7XbD7/d3CQSn02nMDg6FQmhqakJra+uoXyMLgLH0RVZWFrxeL1577bWYDvR4ampq+rVU+FDRFymkQOhqROzRrPcZyLI8okc1DLdrrrkGBw4cwIcffoiWlhbU1NRg5syZ+Prrr3HeeefhhRdewKmnnjrcp4nnn38eTU1NOPbYY1FQUNBjTWHHjh3YvHmzUQC5XC4888wzOHjwII499liIoogtW7Zg1qxZWLFiBdra2ozmoM4Fut1uR3p6OiwWC1RVhdfrRVtbW4+j2BiGQXp6urGkhP6h90WMphEs7e3tePHFF+Hz+TBu3DhceOGFI+71MQwDm8025E2jI8mICIVoqqpCVVUoihLzufPt0f8mmoULF+KMM87AHXfcAa/Xi9bWVpSUlAAApkyZghNOOAFLly5Feno60tLSjM9OpxNOp3PIJjFt2rQJX375JUpKSnD00UfHDYXa2lp89NFHqK+vB6C1Yevr+ASDQaxduxbvv/8+gsEgysvLkZeX16UG5HQ6UVpaaswV6G7NJZ/P12WYaiLDVVmWRXp6epewcLlcSE9PH5Ft2A0NDXj55ZchiiJmzJgx4CW2h9JYH2qaqBHXp8AwDBiG6dMPNl6AdA6PzreNRpmZmUazisPhMEbHHDlyBD6fDyzLoqamxlhErjP9StrpdBqhoQeGPk4/GSZMmID169ejoqICR44cwamnnopZs2YB0K5WN23ahD179gDQOgkXLFiAGTNmoKGhAf/5z39QVVWF5uZmHH300TGP63Q6jU7hnkIg3uu22+1x50votYno4a36vyVJ6rLPsU4PjO5qGKkaGLm5uVi2bBlef/117NixA06nE8cdd1zMMaqqoqKiAvn5+SkxAouGmvbNiKspDIXRWht58cUX8etf/xrPP/88Tj/9dADa7N8bbrgBH374Id555x1IkgSPxwO324329nbjcyITAa1Wa5egiP5IpMquqir+93//F6tWrcKECRNgtVqxY8cOLFq0CFdddRW2b99uXJ2XlZUhMzMTR44cidsclJaWZtQESktLk7b6aqL02lh0aEQHRnf0eRHxahipEhjbtm3DBx98AABYunRpzFaqiqJg586dKC0tRXp6+nCdIgAaatofFApJMhJqI7Is46c//SnWr1+Pk08+GaWlpdiwYQPq6+vx17/+tcd19AOBADwejxEYHo/HCA2Px5NQp7DFYukSFNE1D4vFgieffBJ33XUX7rzzTpx22mlQFAV79uzBL37xC0yYMAFnnnkmzGYzRFGMGwLRNYHhLpB60t7e3m0No6dBFNET6TrXNIY6MPRmPpZl8b3vfc9oikyVUNBrB6kQoiMJhcIwGa7aiCzLeO211/DKK6+gtbUVM2bMwFVXXYXp06cP6HGDwWCXoIj+SGRlUEEQsHLlSixevBgPPfQQqqurEQqFMGHCBDzxxBO455578P/+3/8zlqoYSSHQF3pgdO6/6C0wOI7rtkkqLS1tUArHdevW4bvvvoPZbMZll12GzMxMyLKMXbt2DVso0FDTgaFQGCF6CotUqo10JxwOdwmK6JpHIBBAIBDAY489hieffBLLli1Dc3MzRFFEfn4+9u7di9NOOw2/+c1vcNppp6G4uHhQVj5NZaqqdqlh6J/dbnefAqNzDaO/ZFnG2rVrUVtbC6fTicsvvxwmkwnffPMNJkyYMOST2EwmkzFfhfQPhcIo1ltzVir1jYiiiObmZpxwwgn4xS9+gZ///Ocx33///fdx9dVXY+PGjUOyON9IEx0Ynfsx+hIY0WGh1zB6EwwGsXr1ajQ3N2PXrl3YsWMHsrKy0NTUhLPOOgu/+tWvBn2iH8uysFqtNNQ0CSgUiCEVaiO/+MUv8NFHH+Gtt94y2qg9Hg8uueQS8DyPdevWJfX5xgI9MKLDIjo8eroY4DguJiSiQyO6oG9ra8Oll16K3bt347LLLsP06dNRW1uLZ599FmVlZXjttdcGbfTPWNzzYDBRKJABSaT20fnrnjQ0NODCCy9EfX09li5dCqvVinfffReqqmLNmjUD7vsgsVRVhcfj6VLD0D96Cgye540aRktLC26//Xb8+c9/xgUXXIDdu3dj/PjxOHToEJYuXYoHHngAy5cvT+q501DTwUGhQIZUIuHR0tKCVatW4d1334Uoijj55JPxk5/8BEVFRcN9+mOKHhjxahhutzsmMDZt2oSKigp88803UBTFCIW0tDQsX74cJpMJzz//fNLOjed52Gy2Mb0r3GChUCApL9HaSCp2sI9WqqrC7XYbQfHXv/4V27ZtwxdffAFAm//CcRwYhsHVV18Nv9+Pl156KSnPTUNNBxfN6CApr69txX3pWB/uDvaRimEYo28BAC677DK8++67+Pzzz7FgwQJjslhDQwM+/vhj3HTTTQN+TpZljZVsyeChmgIhoNrIQCmKgnPPPReHDx/Gb37zG5xwwgnYvXs37r//frjdbvz73/8e0PBUk8kEm81GtYMhQKFASD9QbaSr1tZW/OpXv8J7771nhOb8+fPx0EMP9XsYMQ01HXoUCoQMkbFSG6mtrcXBgweRl5c3oDklNNR0eFAoEJKi+hIeo6k2wjAMrFZrSu/aNppRKBAyiiQyTySVayM01HT4USgQMoalUm2EhpqmBgoFQkifJLs2QkNNUwuFAiFkUPVUGwFAtYMUQ6FACCHEQGO9CCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGCgUCCGEGP4/Iw8bfz38vooAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pos = xgi.barycenter_spring_layout(H, seed=1)\n", + "\n", + "ax = plt.axes(projection=\"3d\")\n", + "ax, collections = xgi.draw_multilayer(H, ax=ax, pos=pos, conn_lines_style=\"-.\")\n", + "\n", + "node_coll, edge_coll = collections\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "ce85f599", + "metadata": {}, + "source": [ + "## Set the height between layers and the view angles" + ] + }, + { + "cell_type": "markdown", + "id": "8550e296", + "metadata": {}, + "source": [ + "By default the height between layers is `sep=0.4`: " + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "663d6f13", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.axes(projection=\"3d\")\n", + "xgi.draw_multilayer(H, ax=ax, sep=0.4)\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "17030e8e", + "metadata": {}, + "source": [ + "This can be changed!" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "5d8da6ee", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.axes(projection=\"3d\")\n", + "xgi.draw_multilayer(H, ax=ax, sep=0.1)\n", + "\n", + "plt.show()\n", + "\n", + "ax = plt.axes(projection=\"3d\")\n", + "xgi.draw_multilayer(H, ax=ax, sep=1)\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "869ddd79", + "metadata": {}, + "source": [ + "Similarly, the default view angles are `h_angle=10`, `v_angle=20`, but can be changed:" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "4bd85729", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.axes(projection=\"3d\")\n", + "xgi.draw_multilayer(H, ax=ax, h_angle=5, v_angle=50)\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "2be22dc3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.axes(projection=\"3d\")\n", + "xgi.draw_multilayer(H, ax=ax, h_angle=70, v_angle=10)\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "1e335d75", + "metadata": {}, + "source": [ + "## Control axis size" + ] + }, + { + "cell_type": "markdown", + "id": "9bb69609", + "metadata": {}, + "source": [ + "You can control the size of the axis by passing a custom made `Axis3d` like so:" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "0e274e3f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "_, ax = plt.subplots(figsize=(4, 4), subplot_kw={\"projection\": \"3d\"})\n", + "xgi.draw_multilayer(H, ax=ax)\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2a72b90c", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "venv_xgi", + "language": "python", + "name": "venv_xgi" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.13" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": true + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/source/api/tutorials/Tutorial 5 - Plotting.ipynb b/docs/source/api/tutorials/Tutorial 5 - Plotting.ipynb index 7d2f9d7f5..157a7d2c8 100644 --- a/docs/source/api/tutorials/Tutorial 5 - Plotting.ipynb +++ b/docs/source/api/tutorials/Tutorial 5 - Plotting.ipynb @@ -1,7 +1,6 @@ { "cells": [ { - "attachments": {}, "cell_type": "markdown", "id": "2f6ce3a3", "metadata": {}, @@ -10,7 +9,6 @@ ] }, { - "attachments": {}, "cell_type": "markdown", "id": "fd2763c0", "metadata": {}, @@ -21,7 +19,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 1, "id": "f9ca745a", "metadata": {}, "outputs": [], @@ -43,7 +41,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 2, "id": "b014762e", "metadata": {}, "outputs": [], @@ -72,7 +70,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 3, "id": "55510a19", "metadata": {}, "outputs": [], @@ -90,7 +88,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 4, "id": "33881b8c", "metadata": { "scrolled": false @@ -99,16 +97,19 @@ { "data": { "text/plain": [ - "(, )" + "(,\n", + " (,\n", + " ,\n", + " ))" ] }, - "execution_count": 25, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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oZGREbrdbfr9fbW1tOnny5A2PHcbjcQ0NDamtrU1+v//K2OKWlpYsrRxAttEzABSYRCKh3t5eHTlyRJFIRE6nU7t375bb7dbs7KzOnj2rZDKp2tpaHT58WB0dHXK5XNleNoAsIgwABSqVSikYDMo0TX3jG9/QwMCANm/erM985jPy+Xyqr6/nqQEAkggDgC0EAgE1NTVpx44dOnv2bLaXAyDH0DMA2EBFRYWky3MHAOB6hAHABggDAG6GMADYwMJFRHNzc0omk1leDYBcQxgAbGBhZ0C6/GghAFyNMADYQFlZmYqKLv+6c1QA4HqEAcAGHA4HfQMAlkQYAGxioW+AMADgeoQBwCYWdgZWOsgIQOEjDAA2wTEBgKUQBgCbIAwAWAphALAJwgCApRAGAJuggRDAUggDgE3QQAhgKYQBwCY4JgCwFMIAYBOEAQBLIQwANkEYALAUwgBgEwsNhPQMALgeYQCwCXYGACyFMADYBGEAwFIIA4BNEAYALIUwANgEYQDAUggDgE3QQAhgKYQBwCbYGQCwFMIAYBOEAQBLIQwANrEQBi5cuKBEIpHl1QDIJYQBwCYWegYk+gYAXIswANhESUmJXC6XJI4KAFyLMADYCH0DABZDGABshDAAYDGEAcBGCAMAFkMYAGyEi4cALIYwANgIOwMAFkMYAGyEMABgMYQBwEYIAwAWQxgAbGQhDNAzAOBqhAHARhYaCNkZAHA1wgBgIxwTAFgMYQCwEcIAgMUQBgAbIQwAWAxhALARGggBLIYwANgIDYQAFkMYAGyEYwIAiyEMADZCGACwGMIAYCP0DABYDGEAsBF2BgAshjAA2MjVDYSpVCrLqwGQKwgDgI0s7Awkk0mdP38+y6sBkCsIA4CNLOwMSBwVAPgFwgBgI06nU263WxJNhAB+gTAA2AwXDwG4HmEAsBmeKABwPcIAYDOEAQDXIwwANkMYAHA9wgBgM9xCCOB6hAHAZmggBHA9wgBgMxwTALgeYQCwGcIAgOsRBgCboWcAwPUIA4DNsDMA4HqEAcBmaCAEcD3CAGAz7AwAuB5hALAZwgCA6xEGAJuhgRDA9QgDgM2wMwDgeoQBwGZoIARwPcIAYDPsDAC4HmEAsBl6BgBcjzAA2MzVYeDSpUtZXg2AXEAYAGxmIQykUinNzc1leTUAckFxthcAIHNSqZQikciV/9/Z2alNmzbJMAz5fD41NDTI4XBkcYUAssGRSqVS2V4EgPRKJBLq7e3VkSNHFIlEVFRUpB07dmjTpk2amZlRNBpVMplUTU2Nurq61NHRIZfLle1lA8gQjgmAAhcKheT3+9Xd3S3DMDQ0NKSZmRlNTU1pbGxMExMTisViGhoakmEY6u7ult/vVygUyvbSAWQIOwNAATt16pQeeughbdu2Tf39/dq/f/8tX2Oaptrb2zU9Pa3BwUG1tLRkYKUAsokwABSohR2BpqYmDQwMXLlsaDlmZ2fV2tqqQCCgkZER1dXVpXGlALKNMAAUoEQiIb/fr/n5eY2Nja0oCCyYnZ1VY2Oj3G63RkZG6CEAChg9A0AB6u3tVTAYVH9//6qCgHT52uK+vj6Nj4+rt7fX4hUCyCXsDAAFJpVKyTAMGYaho0ePrrleW1ubIpGIQqEQjx0CBYqdAaDAjI+PKxKJqLOz05J6nZ2dmpiYUDAYtKQegNxDGAAKjGmacjqdam5utqRec3OznE6nTNO0pB6A3EMYAApMOByW1+uV2+22pJ7H45HX61U4HLakHoDcQxgACszc3JwqKystrVlRUaF4PG5pTQC5gzAAFBi3261YLGZpzZmZGXk8HktrAsgdhAGgwBiGoWg0atlEwng8rmg0KsMwLKkHIPcQBoAC4/P5lEwmNTw8bEm94eFhJZNJ+Xw+S+oByD2EAaDANDQ0qKamRj09PZbUe/rpp7Vjx25t2HiPEomLltQEkFsIA0CBcTgc6urq0rFjx9b8OKBpmhoYGNB733dQ333hjP6/r7+g50de0bnv/0wXLyYtWjGAbOMGQqAAvfXWjBobf1lOZ0qmaa56NoHP59OFCyn9l8/8tZzO4mu+Xlzs1D13b1LV1s264471KiribwsgXxEGgAJz7vs/04vjZzU19Yr+5BOdete7mnTixIkVTy08ePCgnn9+RJ/6dI+qq3fd9PtLS1265+5Nqq7aoi1bKrm2GMgzhAGgQCQSSQVfek2vvfaTK/82ER7XX3z2P2j79m3q7+9fVhOgaZp67LHH9Nprr+s//eFfqtZoWNE63O4SVW3doqqqzdq0sWLFPweAzCMMAAXg52/MaGxsUrGZ+Ru+Nj19Rv/9i5/Wq69G1draqt/7vd9Tc3PzNTcUxuNxDQ8P6+mnn9bAwIB27PDq9w5/4pY7ArdSUVGm6qotqqraonWV1tyIuJRUKqXx8XGZpqlwOKy5uTm53W4ZhiGfz6eGhgZ2LIAlEAaAPJZKpfRK9IcKT5zTpUtL/ypfvHhRz508oW9985jOnXtVTqdTXq9XFRUVmpmZUTQaVTKZVFX1Dj344CG978BBFRcXL1lvNTZsKFfV1s2qrtoij6fUsrqJREK9vb06cuSIIpHIlZ+tsrJSsVjsys9WU1Ojrq4udXR0yOVyWfb+QCEgDAB5Kj53XqZ5Rj/5l7eW/ZpUKqXXXo3qZz+d1vz8zxSPx+XxeGQYhurqfknf/2EyI389b95cqaqtm1W1dYvKylb/wRwKhfTYY48pGAzq0KFD6uzsvGHXY25uTsPDw+rp6dGxY8dUX1+v/v5+1dXVWfGjAAWBMADkoR/88Of67gtndOHC6p7737H9du1/4MYjgO8MR/TjH7+5xtUtn8Ph0O23rVNV1RZtvWeTXK7l70acOnVKDz30kLZtu9wPsX///lu+xjRNtbe3a3p6WoODg2ppaVnL8oGCQRgA8sjFi0kFv/eaXr2qSXA19t57j+6rq77h33/ww5/r+ZFX1lR7tYqKHLrrzo2q2rpZd921UcXFziW/NxQKye/3q6mpSQMDAyt+UqK1tVWBQEAjIyPsEAAiDAB54403ZjRqTikWW/vMgfvv26Z7vXff8O+XLl3S1//hRc2fT6z5Pdai2Fmku995VPH6OwwSiYT8fr/m5+c1Nja26jsUGhsb5Xa7NTIyQg8BbM/aDiEAlkulUopO/kih8PRNmwRXorR08Q+/oqIibd9+u06/8gNL3me1LiYvafrcTzV97qcqKSm+fIdB9RbdtmWdent7FQwGNTo6uqogIEnl5eXq6+uT3+9Xb2+vnnjiCYt/AiC/sDMA5LC5uQsyvzulf/7J8psEl+Pd79qru+7auOjXZmbm9Y1vjlv6flYpLXXpD/7dv9a+ffU6evTomuu1tbUpEokoFArx2CFsjftDgRz1gx/+XEPPvWR5EJCkktKlNwUrKsp0+23rLX9PK0QiIZ09O6XOzk5L6nV2dmpiYkLBYNCSekC+IgwAOebixaReHD+r50de0fk0nd2Xltz8jHzH9tvT8r5rdWbq8j0Czc3NltRrbm6W0+lc80AnIN/RMwDkkDffnFVgbNKSJsGbKb3JzoAk3XPPJpV8r3jVjy6my7lzZ7V7955r7hFYC4/HI6/Xq3A4bEk9IF+xMwDkgIUmwef+6eW0B4GiIsctn+d3Oou0rfq2tK5jNS5cOK/KykpLa1ZUVCgej1taE8g3hAEgy+bmLug7w6f1vZdes+xpgZspucURwYIdO3LvqKCkpFSxWMzSmjMzM/J4PJbWBPINYQDIoh/96I3LTYL//GbG3vNWRwQL1q/zaPNma/8KX6uqqp2amprU3Jw1uyfxeFzRaFSGYVhSD8hXhAEgCy5eTGo8+Kr+1/On09YkuJRbNQ9ebeeOO9K4kpXbtbtGyWRSw8PDltQbHh5WMplc1mhnoJARBoAMe+utuJ77p5Cmzvw4K+9/s8cKr3d5XsDS1wJn2o4dXlVV7dDTTz9tSb2enh7V1taqvr7eknpAviIMABk0OXW5SfDtt7PXsFZasvwwUFzsVHXVljSuZmUcDocefP8hHT9+fM2PA5qmqePHj+vw4cNcOATb4wZC4BZSqZTGx8dlmqbC4bDm5ubkdrtlGIZ8Pp8aGhpu+WEyP5+Q+cJURicCLqW2ZquM2qplf/8bb8zo5P//chpXtDIXL17UH3/icZWWOGSa5ppnEwQCARUX85Q17I0wACwhkUiot7dXR44cUSRy+bIbr9eryspKxWIxRaNRJZNJ1dTUqKurSx0dHYsOvPnRj97Qd184k/XhPwvqf2m79uy+a0WvOfncS3rjzdk0rWjlpqfP6E8+0al3vatJJ06cYGohsEYcEwCLWBiR293dLcMwNDQ0pFgspomJCY2OjmpiYkKxWExDQ0MyDEPd3d3y+/0KhUJXaiSTlxT83uUmwVwJAtLKGggX5FojYXX1Lv2nP/xLPf/8iHw+37KPDEzTVGNjowKBgAYHBwkCwDsIA8B1Tp06dWVE7ujoqI4ePaoDBw7ccOud2+3WgQMHdPToUQUCAc3Pz6upqUmnTp16p0nwZU1OZadJ8GZW0kC4oKpqs4qdufWfi1qjQZ/6dI/kKJbf71dbW5tOnjx5w2OH8XhcQ0NDamtrk9/vvzK2uKWlJUsrB3IPxwTAVRZ2BJqamjQwMLCq7eeRkRH9l0//te7ZuiONK129A++9Txs3Vqz4deYLZ/Taaz9Jw4pWr9hZpPe9t05f/nL/Dcc5FRUVmpmZuXKcU1tbq8OHDy95nAPYGWEAeEcikbiyIzA2NrbqxjSfz6cLF1L61Kf/Oicb0x764D55PKUrft1PfxbTP307dOtvzKCrmyFTqZSCweCVRs94PC6Px3Ol0bO+vp6nBoAl5N5/qYAs6e3tVTAY1Ojo6KqCgCSVl5erv79ffr9fz508ofd/4BGLV7l2JSt4tPBqWzZXat06T1Yfi7xaWalL3j13X/n/DodDDQ0NamhoyOKqgPyUW4eAQJakUikdOXJEhw4d0v79+9dUy+fzqbW1Vd/61jHl2sZbsbNIxcWrv0RoZw7NKzBqq3LqQiQgnxEGAEnj4+OKRCLq7Oy0pN7HPvYxnZt+Va+9GrWknlVKStd2Vr6t+jY5c6CRsLLSre3bc2+qIpCvsv9bDeQA0zTldDrV3NxsSb3m5mY5nU6dOROxpJ5VVnL74GJKSop1z92bLFrN6t1fV62iIv7zBViF3yZAUjgcltfrveHxwdXyeDzavXuPzp171ZJ6VlnrzoCU/dHGW7ZU6u4cCCRAISEMAJLm5uZUWWntuN6KigqdPz9vac21WuvOgCTdftt6VVaUWbCa1bn/vm1Ze2+gUBEGAF2+QCgWi1lac2ZmRqWl2fvQXEzpKi4cWsyOLN1IuHXrZm3eZG1oA0AYACRJhmEoGo3ecHvdasXjcU1NTaqqKrcuHipZxVXEi9lWfZuKijL7zH5RkUP3GdUZfU/ALggDgC4/DphMJjU8PGxJveHhYSWTSe3aVWNJPatYtTNQVubSXXdttKTWcu3aeYcqsng8ARQywgAgqaGhQTU1Nerp6bGk3tNPP62q6h3avsNrST2rWLUzIEk7t2eukdDlcqpm79aMvR9gN4QBQJdvr+vq6tKxY8eWPQFvKaZpamBgQA8+eCjnrr+1amdAku64Y8OqrjVejb333qNSC56EALA4wgDwjo6ODtXX16u9vV2zs7OrqjE7O6vHHntMO3Z4deDXDlq8wrVbzfjipTgcDu3IwO6A212i3bvuTPv7AHZGGADe4XK51N/fr+npabW2tq44ECxMLTx37pz+4N//mZzO3Bv9sdq5BEvZvv22tO9+1BnVa7pCGcCtEQaAq9TV1WlwcFCBQECNjY3LPjIwTVONjY0KBAIaHBzU/9l+UOvXe9K82pWz8phAkjzuUt15xwZLa15t/XqPtlVvSVt9AJcRBoDrtLS0aGRkRG63W36/X21tbTp58uQNjx3G43ENDQ2pra1Nfr9fbrdbIyMjamlpkcddql9tMXTH7euz9FPcyOVypuUK33TeSHj/fdtyru8CKESOVK6NVQNyRCKRUG9vr44cOaJIJCKn0ymv16uKigrNzMwoGo0qmUyqtrZWhw8fVkdHh1yua8/kL126pO++cFavT/9Lln6KX6ioKNMH32/9eN9Lly7p698Y1/z8BUvr3nHHBv3Ku3Pr0UygUBEGgFtIpVIKBoMyTVPhcFjxeFwej0eGYcjn86m+vv6Wf72GwtOKnP5Bhla8uE2bKvS+X70vLbXT8fP92vvu14YN5ZbWBLA4wgCQIWfO/ljjwdeUrV+5u+7cqHc3701L7ZmZeX3jm+OW1du+7Tb59u+2rB6Am6NnAMiQXTvv1Lv8XhU7s/NrZ3Xz4NUqKsos649wOotk1FZZUgvA8hAGgAy6++5N+pVfqc3KBTpW3j64GKuGF+3edWfGLjMCcBlhAMiwzZsq9d731GX8nv107gxI0t13bVxzyCkpKVbN3nssWhGA5SIMAFlQUVGm976nTps2VWTsPa2+cOh6TmeRtlXftqYaNXu3yuXKvcuagEJHGACypLTUpZb/o1Z3Z2j6XyaOJtZy50B5eal27bTmqAHAyhAGgCwqLnaqye/NyIdgaZp3BiRpXaVbW7ZUruq19xnVcmapuRKwO37zgCwrKirSvoaduq+uOq3vU5KhpsUd21cebDZtrNDWrZvTsBoAy0EYAHLE3nvvUaNvt4qK0nP9biZ2BiRp6z2b5HKtbLAQ1w4D2UUYAHLIturb9O7mmhV/mC5HuhsIFxQXO1fUSHj3XRt1223r0rgiALdC2y6QY+64fb1+taVO3xmOaG7Omvv+S0tdGf3Le8f22zU59SO9+mpUZ6YiOnfurC5cOK+SklJVVe3Urt012rHDq6KiItWl+XgEwK0RBoActH69R+99T52+M3xab78dX3O9TO0KSJcHPP3d3/Xrc5/7b3r99bNyOp3avXuPKisrFYvFNPSt40omk6qq2qF//W8e08F/9UDG1gZgcRwTADnK4ynVe99j6Pbb1n7Nb7ovHFoQCoXk9/vV3d0tn2+fhoaGFIvFdPp0RKY5ptOnI5cDwdCQGhv36b/+5Sfl9/sVCoUysj4AiyMMADnM5SrWu5v3qrpqy5rqlKb5KmJJOnXqlPx+v+bn5zU6OqqjR4/qwIEDcrvd13yf2+3WgQMH9NWvflWBQEDz8/NqamrSqVOn0r5GAItjaiGQB1KplF4OTeuV6A9X9fod22/X/gd2WbyqX1jYEWhqatLAwIDKy5c/enh2dlatra0KBAIaGRlRXV1d2tYJYHGEASCPTJ35scaDr674dXvvvSdt9xgkEokrOwJjY2MrCgILZmdn1djYKLfbrZGREblcmR/kBNgZDYRAHtm960653SUaHZtUMnlpye9LpVLXdPJXVpTozjs3yzAM+Xw+NTQ0WPZ0QW9vr4LBoEZHR1cVBCSpvLxcfX198vv96u3t1RNPPGHJ2gAsDzsDQB766c9ien7kFZ0/n7jm3y9evKjnTp7Qt755TOfOvXqlk3/dunWamYkpGo0qmUyqpqZGXV1d6ujoWNNf4alUSoZhyDAMHT16dK0/ltra2hSJRBQKhbiECMggGgiBPLRlc6V+tcVQeXnplX+bnj6jP/7E4/qff/tXamy8tpN/bGxUExMTVzr5DcNQd3f3mjv5x8fHFYlE1NnZacWPpc7OTk1MTCgYDFpSD8DyEAaAPFVZ6dZ733OfNm2s0ER4XH/8R4+rtMSh0dFRffWrX71pJ//Ro0ct6eQ3TVNOp1PNzc1W/Ehqbm6W0+mUaZqW1AOwPIQBII+Vlbm0aeMl/cVn/4Oam98l0zS1f//+Zb3W5/NpbGxMfr9fH/rQh1a1QxAOh+X1em8IHavl8Xjk9XoVDoctqQdgeQgDQB5LJBL6t//2d7Rjx3adOHFixQ185eXlGhgYUHV1tdrb25VIJG79oqvMzc2psnJ1I4uXUlFRoXh87bcuAlg+niYA8lgmO/kvXLigaDSqiYkJhcNhTUxM6LnnntOmTZvW8iPcYGZmRh6Px9KaAG6OpwmAPJWuTv4XXnhBk5OTVz7wF/53cnJSyWTyhtcVFRVpZmbGkqOCeDyudevW6amnntLjjz++5noAloedASBPLXTyf+ELX7CkXmdnpx588EGVl5fr0qXF7zCoqKzQ7nt3as+9u7T73l0qcbn0Zx//cw0PD+vAgQNrXsPw8LCSyaR8Pt+aawFYPnYGgDzV09Ojw4cPKxaLWfZXeWVlpS5duqTKdZXvfODv1O53Pvj37N2lO+68/Zrn/1OplH793Q+r/v593DMA5DF2BoA8lY5O/j179ui+/bX6zF/96bI+jB0Oh37rd39Dn/z4Z2Wa5pr+ojdNU8ePH9eTTz5JEAAyjKcJgDyVjk7+ynWVKnI4VvRh/OGPPqKaur1qb39Ms7Ozq3rf2dlZtbe3q6GhgV4BIAsIA0CecrvdisViltacmZlRmbtsRa9xuVz63JFP6fXpaR1sPbjiQLAwtXB6elp9fX0qLmbDEsg0wgCQpwzDUDQa1dzcnCX14vG4JqOT2rN394pf663Zo54vP6lAIKDGRt+ybxA0TVONjY0KBAIaHBxkfDGQJYQBIE/5fD4lk0kNDw9bUm+hk/++emNVr//l5v169h++pCJXkfx+v9ra2nTy5Mkbwko8HtfQ0JDa2trk9/uvjC1uaWmx4scAsAo8TQDkKevvGXhEL4W+p69/59iaGvgSiYSefeZr+vLffEVT0bNyOp3a492jiooKzczMaDJ6+b6C2tpaHT58eM2TEwGsHWEAyGNPPfWUuru7FQgE1tzJ7/f79Z///A/1m7/zG5asLZVKaeLl03o5GNbk6SnNz82rzF2mPXt36756Qy3+92mDZ7Ml7wVgbQgDQB5LJBLy+/2an5/X2NjYqq4knp2dVWOjT0WuIh39x2cy1sBXWuxR1YZdGXkvADdHzwCQx1wul/r7+zU9Pa3W1tZVdfIfbD2o16en9RdPfjKjnfznL8Z1/uJ8xt4PwNIIA0Ceq6ur0+Dg4Dud/I0r7OT3KRAIqOfLT8pbsyfNK73R2/NvZPw9AdyIMAAUgJaWFo2MjMjtdi+zk/8R+f1+FbmK9Ow/fEm/3Lw/K+uOnX9TnFQC2UfPAFBAEomEent7deTIEUUiETmdTnm93iud/NFoVMlkUnvu3aXf/J2P6MMffSTrnfx3VlaronR9VtcA2B1hAChAqVRKwWBQpmkqHA4rHo+ruKRI9+y6U/fVG6q9b2/O3P/vcVXq7vXbs70MwNYIA4BNzCfi+v5bZ7K9jEVt23ivXM6SbC8DsC16BgCbKCkuzfYSlhQ7/2a2lwDYGmEAsIkih1PFRbn51/fb82/QSAhkEWEAsJGS4pVNJMyUi5cuaC6xuvHHANaOMADYSKkzd48K3j7PnQNAthAGABvJ1Z0BSZo9/5aSly5mexmALREGABspceZuGEgppZnzb2V7GYAtEQYAGylxlkrKjfsFFsP1xEB2EAYAG3E4HO8Egtx0Pjmn8xfnbv2NACxFGABsJpfDgMTuAJANhAHAZnK5iVC6fAHRpdSlbC8DsBXCAGAzpTncRChJl1JJzV54O9vLAGyFMADYTC5fS7yAowIgswgDgM0UF5XIkeO/+nOJGSWSF7K9DMA2cvu/CAAs53A4cr5vQGJ3AMgkwgBgQ7n+RIEkxc4zvAjIFMIAYEOlebAzcPFSQnOJmWwvA7AFwgBgQ7l8LfHVOCoAMoMwANhQPjxRIEkzF95meBGQAYQBwIaKi1wqchRnexnLkFLs/JvZXgRQ8AgDgE2V5snuAEcFQPoRBgCbype+gQvJec0n4tleBlDQCAOATeVLGJCkt8+zOwCkE2EAsKl8aSKUpJnzbzG8CEijfOggApAG+bQzcCmVVGz+TZ2JvCbTNBUOhzU3Nye32y3DMOTz+dTQ0CCHw5HtpQJ5yZHiii/Atl77+WldvJTI9jJuKpFI6Nlnvqb/92+f1eQrU3I6nfJ6vaqsrFQsFlM0GlUymVRNTY26urrU0dEhl8uV7WUDeYVjAsDGcn13IBqZ1KMf+Kg++fHP6pfuq9fQ0JBisZgmJiY0OjqqiYkJxWIxDQ0NyTAMdXd3y+/3KxQKZXvpQF5hZwCwsZ/O/lhvzv1LtpexqNHh7+rx3+zS9m3b1N//Je3fv/+WrzFNU+3t7Zqentbg4KBaWloysFIg/xEGABt7e/4N/WTm+9lexg2ikUk9+sGPqqmpSScGTqi8vHzZr52dnVVra6sCgYBGRkZUV1eXxpUChYEwANjY+YtzOvfmVLaXcY1EIqFHP/BRpS6mNDZmrigILJidnVVjY6PcbrdGRkboIQBugZ4BwMZczlJJudWB/+wzX1MkdFr9/V9aVRCQpPLycvX19Wl8fFy9vb0WrxAoPOwMADb3+htRJZLns70MSVIqldKvv/th1d+/T0ePHl1zvba2NkUiEYVCIR47BG6CnQHA5kpz6ImCiZcimoqeVWdnpyX1Ojs7NTExoWAwaEk9oFARBgCbKynOnTDwUjAsp9Op5uZmS+o1NzfL6XTKNE1L6gGFijAA2FyJM3euJZ48fUZ7vHvkdrstqefxeOT1ehUOhy2pBxQqwgBgc7m0M3B+fl6VlZWW1qyoqFA8ztRD4GYIA4DNuYpK5MiRJwpKy8oUi8UsrTkzMyOPx2NpTaDQEAYAm3M4HDlzLfGevbs0GZ3U3NycJfXi8bii0agMw7CkHlComFoI2FgqldL4+Lie+8639HLoZZ2fn1dpWZn27N2l++sN1d5fk9FH8u6vN5RMJjU8PKwDBw6sud7w8LCSyaR8Pp8FqwMKF/cMADaUSCTU29urI0eOKBKJyOl0ao93z5VJgJPRSSWTSe327tRv/e5v6MMffSQjt/hxzwCQHRwTADYTCoXk9/vV3d0twzCuTAKMTEQ0NjqmyETkyiTA+vv36ZMf/6we/cBHFY1Mpn1tDodDv/W7v6Fjx46t+XFA0zR1/PhxHT58mCAA3AI7A4CNnDp1Sg899JC2bdum/v7+FUwCfEyvT0+r58tP6pebb/2aq6VSKU28FNFLwbAmT5+55VGE1bMJAoGAios5EQVuhjAA2MTCjkBTU5MGBgZWPAnwYOtBBQIBPfsPX5K3Zs8tX5NIJPTsM1/Tl//mK5qKnl3RUUQ0MqWP/Ppvy+/3r2qtTC0EVoYwANhAIpGQ3+/X/Py8xsbG1vDXtk9FriI9+40v3bSHIBqZ1H/s+hNFQqd16NAhdXZ2qrm5+ZrLhObm5jQ8PKyenh4dO3ZMNXV79bkjn9K9NffqznXV+u7Ii/rQhz6k6upq9fX1LasJ8PIuRrump6c1ODiolpaWFf+cgB3RMwDYQG9vr4LBoPr7+9c4CbBfEy9H9OwzX1vy+0aHv6tHP3h5m390dFRHjx7VgQMHbrhV0O1268CBAzp69KgCgYBSF1P68K//ts5875zKSyrV0tKikZERud1u+f1+tbW16eTJkzc8dhiPxzU0NKS2tjb5/f4rY4sJAsDysTMAFLhUKiXDMGQYhkUd+o/opdD39PXvHLuhMS8amdSjH/yompqadGLghCXb+4s9+eD1elVRUaGZmRlFo1Elk0nV1tbq8OHD6ujoyMiTD0AhIQwABe7FF1/UAw88oKGhIUue3R8aGtKDDz6ogef+Xsb9NVf+3erGv5GRkWs+1FOplILBoEzTVDgcVjwel8fjkWEY8vl8qq+v56kBYJVosQUKnGmaaZkE+HIwfE0YePaZrykSOq3R0dE1HkX0ye/3q7e3V0888cSVrzkcDjU0NKihoWHNPwOAa9EzABS4cDgsr9dr6STAPd49mjw9deXfUqmUvvw3X9GhQ4eW9bjizfh8Pj388MP64he/KDYugcwgDAAFbm5uLi2TAOfn5q/8/4mXIpqKnlVnZ6cl9Ts7OzUxMaFgMGhJPQA3RxgACpzb7bZ8EuDszKw2r79dW8rv0gb3Fr3y8tm0HEWs9RZCAMtDGAAKnGEYikajlk8CrL+/QRvcW7Sl/C59/+yPLD+K8Hq9CofDltQDcHOEAaDA+Xy+K5MArbDYJMB0HUXE43FLawJYHGEAKHANDQ2qqalRT0+PJfV6enpUW1ur+vr6K/+WjqOImZkZeTweS2sCWBxhAChwDodDXV1daZ0EmK6jCMMwLKkH4OYIA4ANdHR0qL6+Xu3t7ZqdnV1VjdnZWbW3t6uhoUGPP/74NV/LxFEEgPQhDAA24HK51N/fr+npabW2tq44ECxcFTw9Pa2+vr4bRgJn4igCQPoQBgCbqKur0+DgoAKBgBobG5d9ZGCaphobGxUIBDQ4OLjoSOBMHEUASB9mEwA2EwqF1N7ervHxcT388MP62Mc+dsN44Xg8fmW88PHjx9XQ0KC+vr5Fg8AC68YkX55NEAgEbtiBAJAehAHAhtI1CTAUCqmpqUl+v18DAwOWTC0EkH6EAcDG0jEJ8NSpU/rQhz6k6upq9fX1LasJ0DRNtbe3a3p6WoODg2ppaVntjwRgFQgDACyXrqMIAOlBGACQFuk6igBgPcIAgLRKx1EEAGsRBgAAsDnuGQAAwOYIAwAA2BxhAAAAmyMMAABgc4QBAABsjjAAAIDNEQYAALA5wgAAADZHGAAAwOYIAwAA2BxhAAAAmyMMAABgc4QBAABsjjAAAIDNEQYAALA5wgAAADZHGAAAwOYIAwAA2BxhAAAAmyMMAABgc4QBAABsjjAAAIDNEQYAALA5wgAAADZHGAAAwOYIAwAA2BxhAAAAmyMMAABgc4QBAABs7n8DWu4N38J5fAUAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] @@ -118,7 +119,9 @@ } ], "source": [ - "xgi.draw(H, pos)" + "fig, ax = plt.subplots()\n", + "\n", + "xgi.draw(H, pos, ax=ax)" ] }, { @@ -131,7 +134,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 5, "id": "687f443c", "metadata": { "scrolled": false @@ -140,16 +143,19 @@ { "data": { "text/plain": [ - "(, )" + "(,\n", + " (,\n", + " ,\n", + " ))" ] }, - "execution_count": 26, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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\n", 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" ] @@ -164,7 +170,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 6, "id": "71e92023", "metadata": { "scrolled": false @@ -173,16 +179,19 @@ { "data": { "text/plain": [ - "(, )" + "(,\n", + " (,\n", + " ,\n", + " ))" ] }, - "execution_count": 27, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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\n", 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" ] @@ -205,23 +214,26 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 7, "id": "71a63d99", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(, )" + "(,\n", + " (,\n", + " ,\n", + " ))" ] }, - "execution_count": 28, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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\n", 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" ] @@ -245,7 +257,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 8, "id": "5e5ef76d", "metadata": { "scrolled": true @@ -253,17 +265,7 @@ "outputs": [ { "data": { - "text/plain": [ - "(, )" - ] - }, - "execution_count": 29, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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f+PLD+OkP/g+4P37vXCXUYAlWQmUYoILgcrkQCoWQSKhTRS0ejyMUCsHlcqkyHpEWptMZDLEDoSb8v38T3/jywzAraQwNDeGlXbuwcePGy7YyRVHExo0bsWvXLvh8PiSTSTQ0NKC/v1+jmS8MwwAVBLfbDVmWMTAwoMp4AwMDkGUZbrdblfGI8m22A2GEHQjz7ujYQXyn4z/j/oYGSNK+rEqiAxd+ju3btw8ejwcPP/xwUa0QsM4AFQTWGSD6I3Yg1E46lZpbEZAk/VRC5coAFQSDwYCOjg7s3r170dcBJUnCnj170N7eziBARYcdCLX12ssvYOKgH889p69KqFwZoIKhZm8Cc1k5hnw+lFkKP5ETfdjIsfN45yw7EGpBURR0bv403B+/Fy/pbIWSKwNUMMxmM7xeL8LhMJqbmxGLza8TWywWwyPNzTgaDuO7//dPcDwyw/1WKiqBdyMMAhqaCB5AeCKEbTqshMowQAWlpqYGvb298Pl8qK+vz3rLQJIk1NfXw+fz4emf7YKzqhrpjIJ3p5I4fj6BGZnXsqiwjZ2MshWxxsYCI7qthMowQAWnqakJg4ODEEURHo8HLS0t2Lt372XXDuPxOPr6+tDS0gKPxwOjuQwv/vJ11N//yY/8utiMjKNn4jgdm0GGu2JUgNiBsDCEx0NYs1aflVBZgZAKUk1NDQYHB9HV1YUdO3bggQcemKv8ZbfbEY1GMRYKQZZlrFl3D771xD/gP3y59aqndhUAp+MXtg1uspfBahHy+4aIruL4uSQOnGDjIS2ZBSPKzUYY5RlU6LQSKsMAFSyz2YyvfvWrePzxx/HL/kEM/+H3GDt0EMlEHOWiFf/pr7Zhfd0nUFVzb9aHc2bkDI6dT8BRZsIKuwUmIxfHSB2KomB4eBiSJCEQCCCRSFy3dv3JyDSGj7EVca7MPuTLTQLKTBf+ucxkhGie/fcL/y8YL/y57L5pKcbe1mclVN4moIKXzmQwcVr9ZG00GHCjzYIl5aaCP+lLhSuVSs2tYAWDQQiCAKfTCcfF2vWhiytYl9auPx2bwdDkWTYeWgCLYETZJQ/5crOAcpPxig/5bO3cuRPt7e2IRCKqbBXE43FUVFTgqaeewmOPPbbo8XKJKwNU8JKp3Bz+yygKTkanMZVM4SZ7GcrN3Dqg+fH7/fjKV76CkZERPProo/jRj36ExsbGjzxIEokEBgYGsHPnTnR2duKf/umfsGPn/4Nz4u0MApfI1UM+Wx+uhLpx48ZFj1dMlVC5MkAF71R0GmcTqZx/naWiGcutlpz9oKHS0t/fj02bNqGyshJerzerkrWSJKG1tRWTR8P41pNe1Gy4Pw8z1d6lD3nRbETZxYf8haX73D7ks6XnSqgMA1Tw3jmXyFujFpPRgBX2MjjKuGhGV+f3++HxeNDQ0ICenp55FciKxWJ45JFmvOkbxN8/14vKtffkcKa59eGH/IW9+csf8uVmI4wF/iD8sKeeegqdnZ3w+XyL+kQvSRI8Hg+efPJJfPWrX1VxhrnBMEAFTVEUHP4ghnz/JbWaBdzkKINF4AFD+ii1KmW63fVIG03478/1wlRgtetnH/KiSbj4sC/+h3y21KyEKooifD4fTKbC/3BR+DMkXUumM3kPAgAQT12oTbDMasENVnNJ/tCjhenq6sLIyAiGhoYWVbve6+2Gx+PBay+/gM9/sVXdSV6FRfjQHvzFh3y5+cMn7Uv3IZ+t2UqoDQ0NaG5uXtDKT3NzM8LhMAYHB4siCABcGaACdzY+g1MaN2wxC0bcbLfAaimOb2rKHbX3lLdsacHv3/Ljyd2/WdSe8mUP+Y8cuuNDfiH6+/vx8MMPY+XKleju7s5qy2D2TEg4HEZvby+ampryMFN18KcbFbREjm4SzEdKzuDY+eSF2gQ2C0zcOtCt4eFhBINB/OhHP1JlvG3b2vDggw9i4qAfq6vWX/bfy0wXH+R8yOfdbCXU1tZWeDwebN68Gdu2bbvstkg8Hp+7LbJnzx7U1dVhcHAQNTU1Gs5+/hgGqKAl0/k5OJiNyHQasRmZtQl0TJKknNSunwoHsf6zjR+5Tldm4kNea1erhOr8UCXU2ToS1dXVePLJJ+fqSBQbbhNQwUrJGRw5U5hlPMtNRtYm0KGvfe1r2Lt3L0ZHR1Ubs7q6Gg888AD+8R//UbUxSX2KomBkZGSuwmQ8HofVap2rMFlbW1vUHxC4MkAFK1/XCRcimc4gfC6BpeVmLLexNoFeJBIJOHRau17vDAYD6urqUFdXp/VUcoKbn1SwclV5UE3nkikcPRtHJJnWeiqUB6IoIhLRZ+16Km0MA1SwEgV0XuBa0hkF70aSOHYugZl04QcYWjiXy4VQKHRZO+2FisfjCIVCcLlcqoxHtFAMA1SQMhkF00X2YI2nZBw9G8fp2AwyPIpTkm655Za52vVqKKba9VTaGAaoICWLLAjMUgCcjs/g6NkEYjPcOigV4+Pj+Mu//Es8+uijEAQBP/nJT1QZd+fOnaiurkZtba0q4xEtFMMAFaRCPjyYjZScwfHzSbw7lURaLs5gQ38MAevWrcOzzz6LTCaDdevWoaenB5IkLWpsSZKwZ88etLe3F/UpdCoNvFpIBen4+QRiM8UdCGYZDQYst5mxtNzMH/pFYmJiAt/73vfg9Xohyxf+Hn7uc5/D9u3b8fGPf1yXteuptHFlgAqOoigFUXlQLRlFwanoDMLnEkgW+YpHqZuYmMBf/dVfwel04plnnoEsy/jc5z4Hn8+HV199Fffdd99c7fpwOIzm5mbEYrF5fY0P167v7u5mEKCCwDBABWdGVkryAN70xdoEJyPTkDOl9/6K2ZVCwEMPPYTBwcG5EPBhNTU16O3thc/nQ319fdZbBpIkob6+Hj6fD729vUVXspZKF8MAFZxS//R8LpnC5Nk4ppIpraeie9cKAf/6r/8Kj8dz1dfO1q4XRREejwctLS3Yu3fvZdcO4/E4+vr60NLSAo/HA1EUMTg4WFRNbKj08cwAFZz3ppKYmtbHSXyrWcBN9jJYTMzl+XSlMwEPPfQQtm/ffs0AcCWpVGqudn0wGLxm7fr29vairV1PpY1hgArOkTNxpHR0At8A4AarBcusZjamyTE1Q8ClSr12PZU2hgEqKHJGwfjp+R3IKhVmwYib7BbYLDxQpraJiQk88cQT8Hq9SKcvrDqpFQKISgHDABWU6HQaJ6aSWk9DU/YyE26yWWASuHWwWEeOHJlbCZgNAX/6p3+K7du3o6GhQePZERUOfgShglLqhwezEZ1OIz6TxnKbhbUJFoghgGh+GAaooCSKtAyx2jIKcCo6g6lkGjfZyyCaBa2nVBQYAogWhtsEVDAURcHhD2LgX8jLLSk340abBYKRqwRXwhBAtDhcGaCCkUxnGASu4nwyhehMGitsFlSU81rarCNHjuCJJ55Ad3f3XAh48MEHsX37dtx///0az46oeDAMUMHgeYFrkzMK3otMz20d6Lk2AUMAkbq4TUAF48RUElGdFBtaLL3WJmAIIMoNrgxQweDKQPYUAGfiM4hMp3VRm4AhgCi3uDJABSElZ3DkTFzraRQte5kJK2wWmEusNsHk5CS+973vMQQQ5Vhpf5ygopEsoZbFWpirTWC1YKlY/LUJJicn8cQTT+DZZ5+dCwEPPPAAtm/fjsbGRo1nR1R6GAaoICTS3CJYrIwCnIrNYGq6eGsTMAQQaYPbBFQQjp6NY5oFh1RVTLUJGAKItMWVAdJcJqMwCOTA+WQK0ek0VtgLtzYBQwBRYWAYIM0lGQRyRlYWV5tAURQMDw/PteVNJBIQRXGuLW9dXd2CzicwBBAVFm4TkOZOx2dwOjaj9TRK3oXaBGYss1quW5sglUqhq6sLO3bsQDAYhCAIcDqdcDgciEQiCIVCkGUZVVVV6OjowNatW2E2X3/14ejRo3jiiSfwzDPPzIWAjRs3Yvv27fjkJz+pxtskogUorXtIVJRYXyA/LtQmSOHomfg1izv5/X54PB50dnbC5XKhr68PkUgEo6OjGBoawujoKCKRCPr6+uByudDZ2QmPxwO/33/VMY8ePYq2tjasWbMGP/3pT5FOp7Fx40a88cYb6OvrYxAg0hhXBkhTiqJg4nQcMv8a5p3dYsIK+0drE/T392PTpk2orKyE1+vFhg0brjuOJElobW1FOBxGb28vmpqa5v4bVwKIigPDAGlqJp3B5FkWG9KK0YC52gSBQAAejwcNDQ3o6emBzWbLepxYLIbm5mb4fD4MDg7C4XDMnQlIpVIAGAKIChnDAGnqfCKF96PTWk9D94yKjH//0GcwM53Evn375hUEZsViMdTX1+ODDz7AmTNnuBJAVER4m4A0xWJDheH5Z5/B22+NYGhoaEFBAABsNhu6u7tx3333QVEUfPazn8X27dvxqU99SuXZEpHauDJAmpo8E8eMzKuFWlIUBZs+5Ubdveuxa9euRY/36KOPYmRkBOPj40VfFplIL3ibgDQjZxQGgQIweuAtjIcOoa2tTZXxHn/8cRw5cgQjIyOqjEdEuccwQJpJ8EphQTgwvB+CIKhW7KexsRGCIECSJFXGI6LcYxggzbC+QGE4fCiItU4nRFFUZTyr1Qqn04lAIKDKeESUewwDpJkEyxAXhGQyAYfDoeqYdrsd8TivjBIVC4YB0oSiKEjyJkFBKC8XEYlEVB0zGo3CarWqOiYR5Q7DAGliOp0B77EUhjXrqjAWCiGRSKgyXjweRygUgsvlUmU8Iso9hgHSBOsLFI71dR+HLMsYGBhQZbyBgQHIsgy3263KeESUe6wzQJp4dyqJyDWa5VDuGQyAo8yEijITNtTeC5fLpUqdgZaWFgSDQfj9ftYZICoSXBkgTfBaoXasZgG3OMqwepkNtzjKYbWY0NHRgd27dy/6OqAkSdizZw/a29sZBIiKCFcGKO9ScgZHzvCkeT6ZjQZUlJtRUW76SJfCWalUCh6PB8nk4nsTiKIIn88Hk4nVzomKBVcGKO+SKV4pzAeDAagoM+GOJSJWLbNiuc1yxSAAAILJhP/x45/iaDiMR5qbEYvF5vW1ZrsWhsNhdHd3MwgQFRmGAco7Hh7MLfHD2wAV5bBahGsu2aflDI6dS+C21evw9M92wefzob6+PustA0mSUF9fD5/Ph97eXtTU1Kj1VogoTxgGKO9YeVB9JqMBy6wWrFpmxZ1LRVSUm2E0Xn/PPpGSET6XQPJiAaj6+z+JF3/5OozmMng8HrS0tGDv3r2XXTuMx+Po6+tDS0sLPB4PRFHE4OAgmpqacvL+iCi3eGaA8iqjKDj8wfyWoOnKDAbAYTGhotwM0Wyc94G9qWQK70emcaUfAKlUCr94vhsvPLMT46FDEAQBa51OOOx2RKNRhEIhyLKM6upqtLe3Y+vWrTCbzeq8MSLKO4YByqv4jIxj59UpbqNXollARbkJdosJQhaf/i+lKAo+iM3gbCKV1a8N+t/GgeE/4EjoIIRMClarFS6XC263G7W1tbw1QFQCGAYor87EZ/BBbEbraRQd04duA1iucggwG3JGwXuRJGIz89+qsZoF3LFUnWZGRFRYeOSX8or1BbJnAGAvM2FJuQmi+dqHALMxk87g+FQSKXlhtzm4AEBUuhgGKK94rfD6yk0ClpSbYC9b2DbAlcRm0nh3ahqZRSwEGpkGiEoWwwDlzUw6A5m7Uld0YRvAhIoyMywmdS/5nI3P4JQKWzPMAkSli2GA8ob1BT5qdhugotwEqwrbAJfKKApORqYxpVIPCK4MEJUuhgHKG9YXuKDcZERFuRkOFbcBLpWWMzgxlZyrH6AGFiUhKl0MA5Q3CR2fFzAZDagou1ATQO1tgEslUjLenUoinVF3S4ZXCIlKF8MA5YWcUTCzwFPsxSrX2wBXcq1CQouVo0UMIioADAOUF3q6UpiPbYBLzaeQ0ELxzABR6WIYoLxIlvjhQZPRAMfFbYCyHG8DXGoxhYTmg1mAqHQxDFBelGJ9AQMAW5kJFWUm2K7TGTBXFltIaD64MkBUuhgGKOcURSmpa4VabANciRqFhOaDZwaIShfDAOXcdDqDYq81JMzdBjChzCRoPR3VCgnNB28TEJUuhgHKOTXvuueTAYDNciEAaLUNcCm1CwnNB1cGiEoXwwDlXLHdJCgzGedKA2u5DXCpXBQSmo9CCENElBsMA5RzxRAGBMOF3gCOchPKC2Ab4FK5KiQ0HwWUi4hIZQwDlFMpOaPpA+xaCnEb4EpyWUhoPowozN8fIlo8hgHKqUI8L1Co2wCXykchofko0KxERCpgGKCcKpTmRILBAEf5hVWAQtwGuFS+Cglly2DgmQGiUsYwQDml9XkBm0XAknJzQW8DXCqfhYSyxS0CotLGMEA5k1EUTGuwTVAmGOcOA5qMxdV4N9+FhLJVJDmKiBaIYYByZjqdyduht7ltgDITys2Fvw1wJVoUEsoWSxETlTaGAVo0RVEwPDwMSZIQCASQSCQgiiJWrV2Hu6o/hur1H8vZEr3NIqDi4jZAsT6wtCwklK0CPmdJRCowKEqBrUdS0UilUujq6sKOHTsQDAYhCAKcTiccDgcikQhCoRBkWcZq5zr8+V+24T98uRVms3nRX9ciGLGk3ARHmQkmobi2AS6ldSGhbFnNAu5YKmo9DSLKkeL+SUqa8fv98Hg86OzshMvlQl9fHyKRCEZHRzE0NITR0VFEIhH09fWh7t71+O7//l/xhc99BqHg6IK+nmAwYGm5GSuXili1zIobrJaiDwKJlIzwuUTBBwGAZwaISh1XBmje+vv7sWnTJlRWVsLr9WLDhg3XfY0kSWhtbcXRcBhP/2wX6u//ZFZfqxS2Aa6kUAoJZctRZsKtFeVaT4OIcoRhgOZldkWgoaEBPT09sNlsWb82FovhkeZm+Hw+vPjL1+Gsqr7ir7MIs0WBin8b4FKFVkgoWxXlJtziYBggKlUMA5S1VCoFj8eDZDKJffv2zSsIzIrFYqivr4fRXIYXX3197gyB0WCA42KLYLFIbwNcT6EVEpqPpaIZN9nLtJ4GEeVIaX3sopzq6urCyMgIvF7vgoIAANhsNnR3d2P0wFv4xfPdsFkE3Ooox93LrbjZUVayQWAmnUH4XKIogwDAHxREpY4rA5QVRVHgcrngcrmwa9euRY/X0tKC0WAQAb+/aCoDLlShFhKaj+U2C5ZbLVpPg4hyhIGfsjI8PIxgMIi2tjZVxmtra0NwdBQjIyOqjFeozsZncPx8sqiDAMAfFESljt/jlBVJkiAIAhobG1UZr7GxEYIgQJIkVcYrNBlFwXtTyYKtKDhfpXSTg4guxwqElJVAIACn0wlRVKfwjNVqhdPpRCAQUGW8QlIshYTmg1mAqLQxDFBWEokEHA6HqmPa7XbE43FVx9RaIiXj3akk0pni3ha4FFcGiEobwwBlRRRFRCIRVceMRqOwWq2qjqmlYiskNB/sTUBU2nhmgLLicrkQCoWQSCRUGS8ejyMUCsHlcqkynpYURcGp6DTeK9EgAKDkb3wQ6R3DAGXF7XZDlmUMDAyoMt7AwABkWYbb7VZlPK3IGQUnppJFV1FwvrgyQFTaWGeAsqIoCqqrq+GqqcFLKtUZCAaD8BdxnYGZdAbHp5JIyaVzUPBqVi2zwlJipaGJ6I/43U3XlZxJY9+h9+De2II9u3cv+jqgJEnYs2cP2tvbizYIxGbSCJ9L6CIIAFwZICp1XBmgq5pOpXHgyGkEJj9AWlaQTqfwg69/CaJJgSRJi+pNIIoifD4fTKbiO8N6Nj5TMvUDsrVmuQ1GJgKiksWVAbrMTErG8OGT+MVvQ3hr/BTS8oW8aDKZ8Rd/811MHg3jkUceQSwWm9e4sVgMzc3NCIfD6O7uLrogUGqFhOajSBdwiChLDAM0Jy1n8PbEKfyiP4T9Yycxc4WiObevWouO7U/izUEf3G531lsGkiThE5/4BHw+H3p7e1FTU6P29HMqLWdw7FwCU9NpraeSdwYDbxMQlTqGAYIsZxCYPI1f9B+CdOh9TKeu3Vlv3Xo3vvkPzyORNsLj8WDLlhbs3bv3smuH8XgcfX192LJlC+677z4cPnwY3/jGN9DU1JTLt6O6REpG+FyipCoKzocRDAJEpY5nBnQsk1Fw6NgZjIyfQjw5/0+86XQKb/zqZfym90WcCI9DEASsWbsWdrsd0WgUh8fGIMsybq9cjRW3VmLE92ssW7YMBw8exIoVK3LwjtRXyoWEsmU2GnDX8oW1rCai4sAwoEOZjILDJ85h+PBJRFW4H68oCt6ZOIgjIT9OHB3HzHQSlrJy3Fa5Gnc5a3Dn3fdAltP43l//R7wzcQhf+tKX8Pzzz6vwTnJHURR8EJsp+foB2bAIRqxaVjqVIonocgwDOqIoCibePY/9h09iSoNDcBOHDuD7/9ufQ1EUvPbaa3jggQfyPodsyBkF70WSiM1ce7tEL8pNRqy8gWGAqJQxDOjE5Hvn8YexkzgXndZ0Hj9/+vv49f/6Oe6++24cOHCg4HoT6KmQULasZgF3LFWnWyURFSYeICxx4ZMR9AwcxuvD72geBABg83/uxA3Lb8LExAS+853vaD2dj9BbIaFs8SIBUenjykCJOvZBBPvHTuLUOXUaC6lpePDX+PF3/gtMJhP279+P9evXaz0lXRYSypajzIRbK8q1ngYR5RBXBkrMu2di+OXQBP4/6WhBBgEAqGv4DOru/yzS6TQee+wxZDLafRLXcyGhbLHwIFHpYxgoESfPxfEraRKvDh3Be2fiWk/nuv7Ttv+GctEGn8+Hp59+WpM56LmQ0Hyw4BBR6eM2QZH74HwC+8fexzunolpPZd5+/S8/x89/8n04HA4Eg0HcfvvtefvaiZSMd6eSSGf41/96lolm3Ggv03oaRJRDXBkoUmcjSbw+HMYrb44XZRAAgE9//gu4e929iEQi+NrXvpa3rzuVTOHYuQSDQJYM3CcgKnlcGSgy52PTGD58EuMnzms9FVW8c+QQvvu1L0KW03jllVfwZ3/2Zzn7WiwktDArbBbcYLVoPQ0iyiGGgSIRic9gZPwkxo6fQ6n9ib307A/xq13P4I477sDo6CgcDofqX4OFhBbuZnsZlohmradBRDnEbYICF0umMBA4gZfeCCF0rPSCAAD8u/+4DTfecjuOHTuGb3/726qPP5POIHwuwSCwQDw/SFT6uDJQoBLTabw1cQoHw2cg62BvO7D/TfzwW20wGo0YGhrChg0bVBk3NpPGu1PTyPCv+YLdVlEOe5lJ62kQUQ4xDBSY5EwaB458gNGjp5GW9fVH0/X3f4uh376K2tpaSJIEQRAwPDwMSZIQCASQSCQgiiJcLhfcbjfq6uquee2NhYTUcceSclgtDANEpYxhoEDMpGQcmPwAgcnTSKX1WQ536txpfOuxP0M8OoXNmzfj4MGDCAaDEAQBTqcTDocDkUgEoVAIsiyjqqoKHR0d2Lp1K8zmP+5pZxQFJyPTrB+gkjuXihDNgtbTIKIc4pkBjaXSMkbGT+Kff3sII4dP6TYIAEDF0uV4oPnLEAQBPT09cLlc6OvrQyQSwejoKIaGhjA6OopIJIK+vj64XC50dnbC4/HA7/cDYCGhXODNQqLSx5UBjaTlDILhM3h74hSSPNgGADh0QMKTf9eBypV34mc/+1lW5wYkSUJrayvC4TBe7nkFa2rvY/0Ala1aZoVF4OcGolLGMJBnspzBoWNn8db4KcT56XXO8ckxfP/rX0Lj/Q145ZVXYLPZsn5tLBZDc3MzBn0+vPjL1+Gsqs7hTPXn7uVWmIwMA0SljGEgTzIZBWPHz2J4/BRiLHrzEel0Cj/4+pcgmhRIkjSvIDArFouhvr4eRnMZXnz19Y+cIaDFWXOjDUbeLyQqaYz7OaYoF0LAS2+M4Xf+EwwCV/DGr15GePwgnnvuuQUFAQCw2Wzo7u7G6IG38Ivnu9WdoM4xBhCVPq4M5IiiKDjy3nnsP3wS56O83nY1iqJg++Ob0eCuw0sv7Vr0eC0tLXjLH0Dvv+1jtz0VGAzA2hvtWk+DiHKMKwM5cPT9KewZOIzfjBxjELiO8HgQJ8Lj2LatTZXx2tracPjQQQT9b6synt4ZuS5ApAusJKKid05FsH/sJD44n9B6KkVjMuSHIAhobGxUZbzGxkYIgoADw39A9fqPqTKmnvFaIZE+MAyo4MTpKP4Qeh8nzzEEzNfx8DjWrF0LURRVGc9qtWKt04mxQwdVGU/vuNVCpA8MA4vw3pkY9h8+iXdPx7SeStFKTU+r3qXQbrcjmYirOqZecWWASB8YBhbg1Pk49o+dxLFTUa2nUvTMZWU4GYmoOmY0GkW5aFV1TL3ilUIifeABwnk4E0li7/6j+F9vTjAIqOT2latxeGwMiYQ6WyzxeBxjoRDWrrtHlfH0jlmASB9KYmVAUZRFdbe7nnPRaewfex9H3ptScdYEAKucNZBlGQMDA9i4ceOixxsYGIAsy6j9uDotkPWOKwNE+lDUdQZSqRS6urqwY8eOBXW3u56p+DSGx05i/N3zKN7fpcKWizoDwWAQBw4cQDKtIDKdQmRaRoZ/gAuypNyEmx3lWk+DiHKsaLcJ/H4/PB4POjs7F9Td7lqiiRn8zn8cL/3bGA6fYBDIJYPBgD95+IvYs2c3JEla1FiSJGHPnj1ob2+H0WiE1SLgZkc57l5uxa0V5bBZBN6anyfeJiDSh6JcGejv78emTZtQWVkJr9c77+52vb29aGpquuzXxJMpjEycwqF3ziCj307CeadmbwJRFOHz+WAyXXkHTM4oiEynMZVMIanjdtHZWiaacaO9TOtpEFGOFV0YmF0RaGhoQE9Pz4K62/l8PgwODqKmpgYAkJxJ462JUwgePQOZ7W81cXxyDD/4r1/G/Q2eBXctvPTP9Xpm0hlMTacRmU4jJTMYXMlymwXLrRatp0FEOVZUYSCVSsHj8SCZTGLfvn2L/gT52397AwePTSEw+QHSctH8NpSsQwck7Pi/OrGqshJebzfcbvd1X5PNik82EikZU8k0otNpyMXzLZFzK+wW3CAyDBCVuqI6M9DV1YWRkRF4vd5Fd7cbHh5G+98+gbfGTzEIFIh169345j88D0tZGTweD1paWrB3797Lrh3G43H09fWhpaUFHo8HoihicHBwwUEAAESzgJsdZbh7uRW3VZTDbjHxfAHYm4BIL4pmZUBRFLhcLrhcLuzatfhT51u2bMHQH97C3z21h4ekCojzjqXw3HPzFW+J2O12RKPRuVsi1dXVaG9vn/ctkWzJGQXR6TSmptNIpGTVxy8GtzjKUFGu/u8tERWWogkD+/fvxyc+8Qn09fWpch+9r68PDz74IP7PJ3+BlaurVJghLZbFZMS/b3Ki3HLh8J+iKBgZGZmrHxGPx2G1WufqR9TW1uYtyKXki+cLkmnM6Oh8wW0V5bCXlUQ5EiK6hqL5LpckKSfd7Y6E/AwDBeITzpvnggBw4VpbXV0d6urqNJzVBWbBiOXWC4fpkil57uBhqR84ZW8CIn0omjAQCATgdDpV7W63Zu1anDg6rsp4tDjLKspRtXKZ1tPISrlZQLlZwAqbBfHZg4cz6ZKsR8EtNCJ9KJowkEgkctLdbmY6qeqYtDD3V99WdA8eg8EAm8UEm8WETEZBdCaNqWQa8RI6X8CVASJ9KJowIIoiIjnobrf0NpZa1dra25fi5huKu8ug0WhARbkZFeVmpOTM3MHD6SIvbMTeBET6UDRXC10uF0KhkKrd7Q6PjeG2ytWqjEcLYzEZ4V53i9bTUJVZMOIGqwWVN1hReYOIG0QzTEX6EZtZgEgfiiYMuN3uue52apjtbneXM7tqdZQbH197M8QSPq1eZhKwwl6Gu5ZZcceSclSUmYpq6Z0rA0T6UDRhoK6uDlVVVdi5c6cq4z399NO4vXI17rybfe+1coOjrGgODS6WwWCA1WLCLRXluHu5Dbc6LjROKnSMAkT6UDRhwGAwoKOjA7t3q9PdrqenB5/e9MWiO7RWSu6vvg3GYvqYrBKjwQBHuQm3LxFx93IrVtgtKDcV3reiwcDbBER6UTRFhwD1ehO43W4k0kb8t//5MwhC6S5RF7I1ty1B08fu1HoaBWWucVIyhVQB1C8QDAasvnFhZb+JqLgU3seRazCbzfB6vQiHw2hubkYsFpvX62OxGB555BFMHg3jL/7mOwwCGjGX4KFBNVhMRtxos2DVMivuXCpiSblZ0z17HS7aEOlWUa0MzOrv78fDDz+MlStXors7++52X/nKVzB5NIyO7U9i3frrv4Zy476qW1Cz6katp1EUMoqC2IyMSDKN2EwaufxmVRQFowfewoHh/Th8KIjUdBIrljrmyj/X1dVx24CoRBVlGAAAv9+P1tZWDA8PY/Pmzdi2bRsaGxs/UqEwHo9jYGAATz/9NHp6erBydRX+4m++g9tXrdVw5vq21F6GzY1rdHlWYLHkjILIxTLIajZOSqVS+MXz3XjhmZ0YDx2CIAhY63TC4XAgGonMNYaqqqpCR0dHzhpDEZF2ijYMABd+iGXT3e72ytX49KYv4lMPbYHJxB9iWvr8fXfh1mXch16sGTmDSPJCYaPUIhonhYKj+GZnG4L+t/Hoo4+ira3tslCdSCQwMDCAnTt3Yvfu3aitrYXX60VNDa/lEpWKog4Ds67V3e721VV4d3oplzcLwOrbluDTPDSoukTqwjZCZDoNeR7fzvve/B3a/rwFqyor4fV6sWHDhuu+RpIktLa2IhwOo7e3F01NTYuZOhEViJIIA9ciyxm88OuDSBV5WdhiZzYZ0fKptbCWc2UmV5TZ8wXTaUSnr32+IBQcxRc+/xk0NDTglZ6eed3MicViaG5uhs/nw+DgIFcIiEpAyYcBAPjtW+9g/MR5raeha/X33IL1d/HQYL7IFxsnRa7QOCmVSuELn/sMlPTMoq7o1tfXQxRFDA4O8gwBUZErqquFC7Xq5gqtp6BrS+wWuCqXaz0NXRGMBiwpN+OOpSLuWmbFjTYLLMKFb/dfPN+NoP9teL3eBQUBALDZbOju7sbw8DC6urrUnDoRaUAXKwNpOYMXXg8iLZf8Wy1ID7lX4fYb7VpPgwAkUmnUrl+Pe9fXYNeuXYser6WlBcFgEH6/n+dyiIqYLlYGTIIRd65waD0NXbrrlgoGgQISPPA2QocOoq2tTZXx2traMDo6ipGREVXGIyJt6CIMAMBdtyzRegq6YxIMqL+HlQYLiSRJEAQBjY2NqozX2NgIQRAW3S+EiLSlmzBwxwo7BBa6yava1TfBLlq0ngZ9SCAQgNPp/EgdgcWwWq1wOp0IBAKqjEdE2tBNGDCbBNyxgsvV+VJhs/D2QAFKJBJwONTdMrPb7YjH46qOSUT5pZswAHCrIJ8aqm9lyeECJIoiIpGIqmNGo1FYrVZVxySi/NJVGLhzhYNbBXmw6pYK3HEjD2wWIpfLhVAohEQiocp48XgcoVAILpdLlfGISBu6CgMWs8CT7TlmEgy4j4cGC5bb7YYsyxgYGFBlvIGBAciynFXnUCIqXLoKAwC3CnLtY6tX8NBgAaurq0NVVRV27typyng7d+5EdXU1amtrVRmPiLShuzCw8iYHjLp71/nhsFqwfhUPDRYyg8GAjo4O7N69e9HXASVJwp49e9De3s6CQ0RFThcVCC/12u8n8c6pqNbTKDkPbqhkcacikEql4PF4kEwmVelN4PP5YDKZcjBTIsoXXX5GXsWtAtVV3uxgECgSZrMZXq8X4XAYzc3NiMVi83r9bNfCcDiM7u5uBgGiEqDLMFB5M7cK1CQYDbjvnlu1ngbNQ01NDXp7e+Hz+VBfX5/1loEkSaivr4fP50Nvby/bFxOVCF0+EsvMJty6jLcK1PKx1SvgsPLQYLFpamrC4OAgRFGEx+NBS0sL9u7de9m1w3g8jr6+PrS0tMDj8cy1LW5qatJo5kSkNl2eGQCAQ++cwe/8J7SeRtFzWC3Y8sk1EARd5sqSkEql0NXVhR07diAYDEIQBDidTtjtdkSjUYRCIciyjOrqarS3t2Pr1q0wm81aT5uIVKTbMJCcSePnvz4Ifb579TzwiUqsvIlnBUqBoigYGRmBJEkIBAKIx+OwWq1wuVxwu92ora3lrQGiEqXbMAAAr+47gndPz+/wFP3RnSvseHDDKq2nQUREi6Trtd27bqnQegpFSzAa4KnmoUEiolKg6zBQeRPDwEKtv/tGVFjLtJ4GERGpQNdhwFpuxi3L2G1tvuyiGR+7e4XW0yAiIpXoOgwAwKqbWYBovjxVt8LE2wNERCVD96XDKm924J//5XVMhvw4Hh5Hanoa5rIy3L5yNVY5a7BydRVPUH/IHSvsqLyZ2ytERKVEt7cJrnS3es3atXA4HIhEIjg8NgZZlnHbytX4k4e/iE89tAUmk77vVhuNwJZPreVZASKiEqPLtV6/3w+Px4POzk64XC709fUhEongYDAIad8+HAwGEYlE0NfXhwZ3Hf7fp7+PH3z9Szg+Oab11DW1/q4VDAJERCVIdysD/f392LRpEyorK+H1erFhw4brvkaSJHzlK1/B5NEwOrY/iXXr3XmYaWGxiWa0fGotzwoQEZUgXYWB2RWBhoYG9PT0zKt1aywWwyOPPII3B3345j88j9tXrc3hTAvPZ+vuZLdHIqISpZswoFYPd7fbjUTaiG/+j+eL/gyBoigIjweve3jy9hvteMi9SuvpEhFRjujmNkFXVxdGRkYwNDS0oCAAADabDV6vFx6PB2/86mX8ycNfVHmW+ZFOp/DGr17Gb3pfxInw+EcOT56MRND/y3+eOzz5mX/3Rfzwu9/UespERJRDulgZUBQFLpcLLpcLu3btWvR4W7ZswdAf3sLfPbWn6K4dHp8cw7M//BbC4wexefOj2LatDY2NjRBFce7XJBIJDAwM4Omnd2LPnt2ora2F1+tl73oiohKli9Ngw8PDCAaDaGtrU2W8bdu24fjRcbwzcVCV8fLl0AEJ3//6lyCaFAwNDeGll3Zh48aNHwkCACCKIjZu3IiXXtoFn8+HZDKJhoYG9Pf3azRzIiLKJV2EAUmSIAgCGhsbVRmvsbERgiDgSMivynj5cHxyDE/+XQca72+AJElZ3aIAALfbjX379sHj8eDhhx+G318875mIiLKjizAQCATgdDov+wS8UFarFWvWrsWJo+OqjJdr6XQKz/7wW7hrVSVeeeWVeZ+ZsNls6OnpwcqVK9Ha2opUKpWjmRIRkRZ0EQYSiQQcDoeqY9rtdmTkGQjGwj8z8MavXkZ4/CCee+65RR2e7O7uxvDwMLq6ulSeIRERaUkXtwlEUUQkElF1zHgshsbVt6L1T11IpWUkZ2QkU2kkpmVMp9IX/n0mffF/F/45MSNjeiaNmXRG1blci6Io+E3vi9i8+dGstwauxu12Y/Pmzfjxj3+Mxx9/vOgOTxIR0ZXpIgy4XC489dRTSCQSqmwVxONxhEIh/PVf/zUAwGwSYDYJcMCS1eszGeVCSEh9NDAkLv7/9MX/lphOzwWLhd75CI8HcSI8jm3/9PTCBrhEW1sbHnzwQYyMjKCurk6VMYmISFu6CANutxuyLGNgYAAbN25c9HgDAwOQZRlu98LKEhuNBljLzbCWZ1e0SFEUzFxcfbgQEOSPBIjpi6sOswFjeiaNtHwhPUyG/Dk5PClJEsMAEVGJ0EUYqKurQ1VVFXbu3KlKGNi5cyeqq6tRW1u7+MllwWAwoMxsQpnZhCW27BoFpeUMkjNp+Ho+UP3wpNPpRCAQUGU8IiLSni4OEBoMBnR0dGD37t2QJGlRY0mShD179qC9vb2g98xNghF20QJkUjk5PBmPx1Udk4iItKOLMAAAW7duRW1tLVpbWxGLxRY0RiwWQ2trK+rq6vDYY4+pPMPcyMXhyWg0CqvVquqYRESkHd2EAbPZDK/Xi3A4jObm5nkHglgshubmZoTDYXR3d8NkKo4dFpfLhVAohEQiocp4s4cnXS6XKuMREZH2dBMGAKCmpga9vb3w+Xyor6/PestAkiTU19fD5/Oht7e3qGr0f/jwpBoWe3iSiIgKj67CAAA0NTVhcHAQoijC4/GgpaUFe/fuveyTczweR19fH1paWuDxeCCKIgYHB9HU1KTRzBfmw4cn1ZDvw5NERJR7uuhaeCWpVApdXV3YsWMHgsEgBEGA0+mE3W5HNBpFKBSCLMuorq5Ge3s7tm7dCrM5u6uAheapp55CZ2cnfD7foj7RS5IEj8eDJ598El/96ldVnCEREWlJt2FglqIoGBkZgSRJCAQCiMfjsFqtcLlccLvdqK2tLehbA9lIpVLweDxIJpPYt2/fgkoSx2Ix1NfXQxRF+Hy+ojkzQURE16f7MKAXfr8fDQ0N8Hg86OnpmVcgmD086fP5MDg4WFRnJoiI6Pp0d2ZAr/R4eJKIiLLDMKAjejs8SURE2eE2gQ7p6fAkERFdH8OAjunh8CQREV0fwwAREZHO8cwAERGRzjEMEBER6RzDABERkc4xDBAREekcwwAREZHOMQwQERHpHMMAERGRzjEMEBER6RzDABERkc4xDBAREekcwwAREZHOMQwQERHpHMMAERGRzjEMEBER6RzDABERkc4xDBAREekcwwAREZHOMQwQERHpHMMAERGRzjEMEBER6RzDABERkc4xDBAREekcwwAREZHOMQwQERHpHMMAERGRzjEMEBER6RzDABERkc4xDBAREekcwwAREZHOMQwQERHpHMMAERGRzjEMEBER6RzDABERkc4xDBAREekcwwAREZHOMQwQERHpHMMAERGRzjEMEBER6RzDABERkc4xDBAREekcwwAREZHOMQwQERHpHMMAERGRzjEMEBER6RzDABERkc4xDBAREekcwwAREZHO/f9s5P8mhNOAawAAAABJRU5ErkJggg==", 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\n", 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" ] @@ -275,7 +277,9 @@ "source": [ "# rotation in degrees\n", "transformed_pos = xgi.pca_transform(pos, 30)\n", - "xgi.draw(H, transformed_pos)" + "xgi.draw(H, transformed_pos)\n", + "\n", + "plt.show()" ] }, { @@ -288,23 +292,26 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 9, "id": "896e32db", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(, )" + "(,\n", + " (,\n", + " ,\n", + " ))" ] }, - "execution_count": 30, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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\n", 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" ] @@ -335,23 +342,26 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 10, "id": "26dc7120", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(, )" + "(,\n", + " (,\n", + " ,\n", + " ))" ] }, - "execution_count": 31, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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\n", 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" ] @@ -386,23 +396,26 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 11, "id": "1acfe9a6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(, )" + "(,\n", + " (,\n", + " ,\n", + " ))" ] }, - "execution_count": 32, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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\n", 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" ] @@ -443,7 +456,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 12, "id": "330791cf", "metadata": { "scrolled": true @@ -460,7 +473,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 13, "id": "550c7d49", "metadata": { "scrolled": false @@ -469,16 +482,19 @@ { "data": { "text/plain": [ - "(, )" + "(,\n", + " (,\n", + " ,\n", + " ))" ] }, - "execution_count": 34, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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\n", 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" ] @@ -492,7 +508,6 @@ ] }, { - "attachments": {}, "cell_type": "markdown", "id": "d74eb070", "metadata": {}, @@ -516,7 +531,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 14, "id": "6f04461d", "metadata": {}, "outputs": [], @@ -527,7 +542,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 15, "id": "895bf3d3", "metadata": {}, "outputs": [], @@ -537,23 +552,26 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 16, "id": "2b8edb7d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(, )" + "(,\n", + " (,\n", + " ,\n", + " ))" ] }, - "execution_count": 37, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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WRvfu3Vm/fj1VnKvw8dI5dOp6b7HLy87OZulny+js053lS1bmHn/+lWAmT3+dWjfVLFQ5Pne1Z82PX9POpw0pySmMGDCOD6fMLrBZf93q7wHoGHAP7u5uVy3/3s53A/D9998Xqj7lncKAiIjkKzk5mQceeIAff/wRV1cXPl02F/+OvsUqyzAMtm7aRveOQbw+cQrnzpzjtqaN6NKtMwAJvxwscpk31anN4jWf8OSwxwCYNz2Eof1GcfbMucvuve7bizMDuvV8oFBlXxo3sGvXLv78888i1628URgQEZHLnD17loCAAMLDw/HwdGfhyo/x+d+Av6I6sD+BIX1H8lT/0RxO+JVq1avy2tSXCN36DYOefhyArZu2F2uwXqVKlXhlyot8uGAqzi5VCN8SQa+Afrm7FwLsi4nj+NETOLtUKXSrRu06tWjW4g4Mw7CJKYYKAyIikseff/7J/fffj9lsplr1qnyx6hNat2tZ5HL+On2Gl599k//r1JftW3ZQqZIjQ0cPZNPOUJ4YenFtgbY+rfHwdOfc2fPs3b2v2HXu0fthvtmwlFtva8jJE7/zaLcnWb74YjfEpVkE93e9DxdXl0KXeal1wBa6ChQGREQk1++//07Hjh3Zu3cvNWvVYMmaT3MX4SmszIxM5s/4hACfbnz9xTfk5OTwQPcAvg//lhdffxYPT4/cax0dHXP753/6Yes11d2rWVNWhX1JwEOdsGRZ+M+EN5g07rXcWQTdrjKL4N/u7XwxDGzcuLHCTzHUokMiIgJAYmIinTt35tChQ9SpdxNfrAqhUeNbC/35i9P3Li4adGkfgTtbm5j05nN4+7Ur8HNrV67j2RGTuL15U0K3rizwusLKycnh41mfMf2dOeTk5ADg4urCzl+24lTFqdDlWCwWfG7vSGpKKlFRUfj4+Fxz3W5UahkQERF+/fVX7r33Xg4dOsQtDerx5drPixQE9pj30vfhAUwY/iInT/xOnXo3MW3uFL7ZuPSKQQDg3vvvxt7engP7D/Lb8ZPX+CRgb2/PiOCn+Gz5/NyXv8ViYeeOXUUqp1KlSrkDJit6V4HCgIiIjfvll1+45557OHbsGLfe1pAv1y6kfsNbCvXZE4m/ETzsBfo+PICYXf/FxcWZ4Bef4YeItfR8pHueRYMKUrWaJ219WgOwJezna3mUPHzv9sbF5eJOiZYsC0P7jeKjDz7ObS0ojI42MsVQYUBExIbt27ePjh07cvLkSZre0Zgv135O3ZvrXPVzKckpvP/mDB64qyfr1mzAzs6ORx7vRVhUKKOffRpnF+erlvFPl0b5//RDyYWBnTt2ce7seTyrevDI470xDIMZU+cwYsBYkpOSC1XGPf8bN7Bz507++uuvEqvbjUZhQETERkVHR3Pfffdx+vRpmrW4gyVrPrvqoj/Z2dl8uXA5AR268/Hsz8i6kIXfPT58++Nypsx4g9p1ahWrLp26dgQgYvvOIu03cCWXdih8oHsAU2a8zjsz36SyU2V++uFnegX0Jz72wFXLqFP3Jm5v3hTDMPjhhx9KpF43IoUBEREbFBERwf3338/Zs2dp2bYFi1d/QvUa1a74mZ83b6fHfY/w2vNvc/avc9zW5FYWLJ3NopUhNGtx+zXVp4nXbdzS8GayLmQRsS3qmsqCi2MENn4XBvw9iyDosUCWr/uCWxrUI/Hocfo+PIA1y7+7alm2sBqhwoCIiI3ZunUrXbp0ISkpifa+bVn4zcd4VvUo8PqDvxxi6KMjGdpvFIcOHKZqNU9emfIioT+v5P6uHYu0jXBB7Ozs6NTlYutASXQVRPwcxflzSdSoVT3PYkmmVs1ZFbaMe+/3JzMjk+dH/4fXX5hMVpalwLIujRsIDQ1l3rx5jB07lmHDhjF27FgWLFhAdHQ05X1inmNZV0BEbINhGOzZswez2UxcXBwZGRk4OztjMpnw9vamTZs2JfJSkSv74YcfCAwMJCMjg7s6+jJv0YwCF+I58+cZZr43l6+/WElOTg6VKjky4KnHGDXh6SuGh+Lq1PVeFn/yJT/98DM5OTmFGnxYkEtdBA9274KjY95XXbXqVfn4yzl89MECZr8/n6Wff03cvnhmfTqNuvXyjpewWCwc2J9ApUqVOH/+PGPGjMHLywt3d3dSUlKYO3cuVquVZs2a8cwzzzBs2DAqVapU7HqXFa0zICKlymKxEBISwpw5c4iPj8fBwSHPD9OEhIQK8cO0PPjuu+8ICgoiKyuL+7rcy5zPPsh33v2FzAss/Hgp86aHkJaaBkDXbp154dXxNLytQanV78KFLHy87iE9PYPVm5bRolXzYpfj17wTKckpfLn28ytObfzph595btQkkpNSqFGrOjM+fg/fuy+uJ5AQf5AXnnmF+Nhf6NWrFyNGjMDf3x9n578HR2ZkZBAeHs6CBQtYtWoVrVu3ZtGiRbRo0aJYdS8r6iYQkVITGxuLr68vY8aMwWQyERYWRkpKCvv37ycqKor9+/eTkpJCWFgYJpOJMWPG4OvrS2xsbFlXvcJZsWIFvXv3Jisriwe6B/DRwumXBQHDMFi3egMP3NWTaW/NIC01jRatmrP028/4aOH0Ug0CAE5OlfHvdBdwbasRbv8pnJTkFG6qW5t2Hdpc8dpOXe9lVdgy7jDdzpk/zzKwz9OEzPmcqHAzjzw0ACPbICoqim+++YaAgIA8QQDA2dmZgIAAVqxYQWRkJJmZmfj5+bF167Wtpni9KQyISKnYunUrvr6+ZGZmEhUVxYoVKyr0D9Mb2ZIlS+jXrx/Z2dn06PMwM0Leo3LlvK0ve3ZdXDQo+OkX+O34SW6qW5v3P5rMyh++LPYGRcVxf9drHzdwafnhh3s+UKiuhoaN6rN8/Rf06tuDnJwc3ntjOoMfGYGfrx87d5pp375wz+/t7c3OnTvx9fWle/fu5SrUqptARErcpRYBPz8/1qxZg6ura6E/m5aWRmBgIJGRkURERJS75tYbTUhICMOHD8cwDIIe68XbH76Kg4ND7vnfjp/k/bdmsO5/L1BnlyoMGzOEoSOfLNKmPiXlr9Nn8DN1AiB83+YiT1XMSM/At9l9pKdnsGLDkiJtsGQYBos//Yp3XpnGbbfdRnR0dJH+v3tJWloaPj4+ODs7ExERUS66vdQyICIlymKxMHDgQBo2bHhZEHj99dexs7PL8+uOO+7I83lXV1fWrFlDgwYNGDRoEBZLwaO85cpmz57N008/jWEYPDGkH5Onv5YbBFJSUvng7Zl09fs/1q2+uGhQn/6BhEWFMua5EWUSBABq1q5By7YXA+DWTduK/PktYdtIT8/glgb1aNX2ziJ91s7ODgd7e3Jycli6dCm7d++mR48e1KtXDzs7O9asWZN7rcViYeLEidx55524urpSr149nnzySU6ePImrqysLFy5kz549hISEFPkZyoLCgIiUqJCQEGJiYli0aFG+36pMJhO///577q/t27dfdk15/GFamgzDIDo6mgULFhR6Wtt7773H2LFjARg6eiCvTp2Evb092dnZLPviG7p06M78mZ+SdSEL37u9Wb1pGVNnvclNdWpf78e7zKUFiH4qxtLE69Zc6iJ4sMizUwzDYMmny+jduzft27cnLS2NVq1a8dFHH112bXp6OtHR0bzyyitER0ezatUqDhw4wP/93/8BF7sMevXqxUcffVQuph2qm0BESoxhGJhMJkwmEytWrLjs/Ouvv86aNWuIiYkpVHlBQUHEx8cTGxtrk9MOizMTw9HRkTfeeIM33ngDgNHPDmfcxFHY2dmx7acdTH1tGgnxhwC49baGvPjGBO5/4L4b6u837r/xBHZ+FBcXZ3Ye+LnQOw2mpqbh2+w+LmRe4Nsfl9P8zjuu/qF/3nfvfgID+hEWFkZAQECec3Z2dqxevZrAwMACP282m/Hx8eHYsWM0aNCAsLAwunbtSnR0NG3aXHkgY1lTy4CIlJg9e/YQHx/P8OHDC7zm4MGD1KtXj9tuu43HH3+cxMTEAq8dPnw4+/fvL3R4qEiKOxNj6NChuUHg2f+MJfjF0RxK+JWn+o1iSN8RJMQfwrOqBy9Pnsi6bavo/GCnGyoIADS/8w5uqlOb9PSMIu00uHnDFi5kXqBR44bFWhHxvzFxODg44O/vX+TPAiQlJWFnZ0fVqlUB8Pf3x8HBAbPZXKzyrieFAREpMWaz+Yo/TDt06MDChQvZsGED8+bN48iRI9xzzz2kpKTke315+mFakoo7EyM9PZ0vvvgCgJfeep5HnujNay+8TY+OQWzdvB1HR0cGjxjApp3rGPj045fNKLhR2NnZcV8xNi5at/ricsHdehW9iwDg4C+HaerV9LK/58LIzMxk4sSJ9O/fHw+Piwsyubi44OXlRVxcXJHLu960AqGIlJi4uDi8vLwK/GH60EMP5f7vli1b0qFDBxo2bMjy5csZOnToZde7uLjQpEkT1qxZg5eXFzVr1qRmzZrUqFGjXIzQLo7Y2Fi6detW5JkY3t7e7Nq1ix49erAjYgcnf/udAJ/upKakAtClW2deeCWYWxs3LM3ql5hOXe/l6y++4aewrbzyzotXfbknnU9m+087AHg48EEMwyA1NY3k88mcP5dEclIySeeTL/75fBLJ51NISkom6VwSSUkXjx85fAyvpl5FrqvFYqFv374YhsG8efPynHNzcyM9vWQ2XipNCgMiUmIyMjJwd3cv9PVVq1bFy8uLQ4cOFXiNs7Mz33///WWbxHh6euaGg5o1a1KrVq08f/73r2rVql3T8rbXw5VmYhSGq6sr3333HW3btWVxyFdYrVaa33kHL731PB38vUup1qXjrns6UNmpMicSTxK5LYrqNatz/lxy7ks96XxS7ss9KSmZA/sPYrFkU6lyJR7/v8EkJ6VgtVqLfN/k5MJtbXzJpSBw7Ngxfvzxx9xWgUtSU1NxcSmbmRlFoTAgIiXG2dm5wCb//KSmpnL48GEGDBhQ4DVpaWlUrVYDF2dXUlKSSE1NxjAMkpKSSEpK4vDhw4W6l729PdWrV79iYPj3Lw8Pj+van35pJkZUVNQVg8DUqVOZNGkS48aNY8aMGXnOubq6smTxEjp06EDgI915d87bZR6CLmReuPgC/9c38b9f6in5vuQt/9s86Mk+Txf6XpYsC+fOns/9c2Wnynh6euBZzRNPTw88qrpTtaonHlU98KzqgYenB1WreeLh6cHOiF18Pm9x7r4ZV73X/4LAwYMH+emnn6hRo0ae8+np6SQkJBAcHFzo+pcVhQERKTEmk4m5c+cW+MP0ueeeo0ePHjRs2JCTJ0/y2msX5733798/3/LS09P59ddfGfrUswR0CQQgx2olNS2FlJTzpCQnkfy/31NSzpOcnERKShIpyedJSfn7XHp6Kjk5Ofz111/89ddfhX4eR0fHIoWHmjVr4uLiUqwAYRgGc+bMyZ3WVhCz2cyCBQto2bLgxXS8vb3p1bsX+/67t8TCjMViyf0WnnQ+maRzyX+/1C+95M//75t77gv/YlN8Zkbmtd3cDqrXqPb3S9zTA4+qHrl/dnR0ZNZ7czEMg+nzp+LVvGnuy7+Kc5VC36b2TTX5ZM5CwsPDCQgIIDU1NU+r1ZEjR4iJiaF69erUrVuXoKAgoqOjCQ0NxWq1curUKQCqV69O5cqVCQ8Px2q14u1947fKKAyISInx9vbGarXm/jD9txMnTtC/f3/OnDlDrVq1uPvuu4mMjKRWrfxXmbv0w7Rx42a5x+wdHPDwqIqHR1W4uXD1yrZYSE1Nzic4/C80/C885J5LSeJCZgbZ2dmcOnUq94d8YVSpUqXQXReXxj84OTnlzsSYNWtWgWWnpqby+OOPExISwttvv33FeowYPoKuXbuyf98vmFpe/PuzWq0kJ6Xkfan/s7n9f9/S//7m/ve5tLRr6/e2t7fHw9M9zzdxz6r/+qZ+6Rv8/76xZ2Zk0vfhAdhhx/fb11C9RrV8y/5y4XIMw6BFq+Z07/NwsevYvGUzGjZqwPz58wkICGDXrl106tQp9/yECRMAGDhwIK+//jpr164FoHXr1nnK+emnn7jvvvtYsGABzZs3v+z8jUhhQERKTJs2bWjWrBkLFizINwwsW7asSOXNnz+f+g0acWujog/q+ifHSpWoWq0GVavVuPrF/5N14QIpqRdbGZL/19pwKTT8HR7ytkBkZ1vIzMzkxIkTnDhxotD3cnd3p3Llytjb219xWtvo0aPp1q0bAQEBVw0D/v7+2DvYM/LJcTg42JN0PoWU5MJ34RRYVw93PKte/lL3/EfT+8WX+j++wVfzxNXNtVjdFXeYvPglLoFtP4bT85Hu+V5zaSnlbr0eLPZzpaam8dEHCzh+7ASJR49jNpu57777rrhg0JXOmc1mVq9ezezZs2+4qZv5URgQkRJjZ2fHM888w5gxYzCbzdfUPGo2m1mzZg2Dh4wvkx+mlZ2cqOFUmxo1Crcin2EYZGamF9B1cSlEJOV2b1w8lkxOjjV3nEXjxo0L7KtetmwZ0dHRhZ5m6eLiQqNbG+U7psLV1eXvF/c/v5VXdc/npe6Z+1L38HTPs6/B9dCpa0d+iUvgpx9+zjcM/HHqNOaI3cDFjYmKyjAM1q5cz3uvf8jpP/4EoFq1agwaNIidO3cWe2+CQYMG0aZNG55+uvDjHcqSwoCIlKhhw4bx6aefXvMP04EDB9KokRcBXXqWQi1Lnp2dHc7Orjg7u1L7pnqF+kxOTg7p6amkpCTxxaLZYOTft378+HHGjRtHWFgYVaoUvg+8atWq3NPpLsa8MDL35e7u6XHDri+Qn05d72Xe9BB+/jEci8Vy2ZTS77/9AcMwaOPdinq31C1S2fGxB3hz0jvsiowGLoaxmTNn0rBhQ/z8/AgMDCz2RluJiYlERETg6Fg+XrM39jwbESl3KlWqxKJFi0hMTKRnz56kpaUV6fNpaWn07NmTo0ePMXL0f3BwKB8/TIvD3t4eNzcP6tatT61adUhNTc33ut27d3P69Gnatm2Lo6Mjjo6ObN26lVmzZuHo6FjgFLrz588Tu3c/yxevYsfWKBKPncCanV2aj1TiWrZpQfWa1UhJTiF6Z8xl59d/uxGAboGF7yJIOp/MGxOnENj5UXZFRuPi4sLkyZNz13ho0aIFoaGhREZG4uPjU+jWmEvLEUdGRhIaGlqudtzU3gQiUip+/PFHHnzwQRo1asSSJUsK1WVgNpsZOHAgR48eY+KL79PcdGOv516Swn5Yw2effkBKSsplXQUpKSkcO3Ysz7HBgwdzxx13MHHixHxfOunp6bi7u5OTk5PnuIODA429GmFq2RxTy2a0aNWcO0y34+p2486Ff370f1iz/Dv8O/pyW9PbuJCZiVOVKtSqXYMPp8wGYPu+TVfdZCknJ4dvlq5m2uRZnDtzDoC+ffsybdo06tevf9n1sbGxDBo0iD179tCrVy9GjBiBv79/nv8+6enphIeHs2DBAlavXk2bNm1YuHBhuQoCoG4CESklu3fvxmKxcOTIEXx9fQkMDGTkyJEF/jCdP38+a9asoVEjL96avIAGDRqXYe2vr8yMdE6dOlHgTAx3d/fLXi6urq7UqFGjwJdOeHg4OTk5fPDBB5w7d47du3fntjAkxB8iIf4Qq7++OBrezs6O25o2yg0Hze9sRvOWd+Du7lY6D1xIFouF5YtXEhV+8Zt5xLadnDl9PnejpoMJBwFwc3Nl0/of6TugT4ErU+6N3sebL77Df/fEAtC8eXNmz57N/fffX+D9W7RoQURERO5mUV26dMndLMrNzY3U1NTczaIulTds2LByuTqmWgZEpMQdOHCAVq1aceHCBZ4ePhGrNZsfNq7i+PEjODg40KRJ09wfpocOHcRqtVK/QSO6du1N54Ce5aaf9Vr99dcfbPj+GzaFfUt6eioODg707NmTlStXXvWz9913H61bt75s0aFL8tvx0TAMTp48SXR0NLt37879/eTJk/mWcettDTG1apYnJHhW9cj32pKWEH+QF555hfjYX+jduxfDh1/+rTwjIyM3SK5evZpmLe7gvTlv4dWsae41Z/48w7S3Z/HNl6sB8PDw4I033mD06NFFemkbhkFMTAxms5m4uDjS09NxcXHBZDLh7e1N69aty8WsgYIoDIhIibJardx7773s2LGDVq078NJ/PsTOzg7DMDh6JIHDh+M5fvwIFy5k4uRUhfr1G9G4cTNubeRVrn+YFsWhg/sJ/e4rIiO3kJNzsb+/adOmtG3bNnfToWudieHr68vs2bMZNWrUVa8/deoU0dHRueFg9+7dHD9+PN9r6996C6Y7L4YDU6uLXQ3Vqlctdl3zExW+i6cff4ZbGzZk0aIvrrgI0yVms5lBgwZyLDGRBUtm065Da5Z+9jUz352bO6Vy4MCBTJ06lTp16pRofSsChQERKVGzZs1i3LhxVKniwofTl1Czln7wAlit2Zh3/sy60K85cGBf7vFOnToxfvx4unXrhtVqzd2t8FpmYvj4+ODs7ExkZGSxW1n+/PPPPAEhOjqaI0eO5HvtzfXr0bxlM1q0/LsVoUatwq/p8E8J8Qd55KEB+Pn58e2ab4s8kr9nYE92hO/gprq1OPrrxe2x27Zty5w5c/Dz8ytWnWyBwoCIlJjDhw/TsmVL0tPTeWrY83R9oFdZV6nMpaen8ePm7/h+/XL+/PPiSoaVKlWif//+jB8//rLV6WJjY/Hz88PX17fY09oiIyOJiIgo8UFsZ8+eZc+ePXm6GAraZOqmurUvth60bJbbgnC1AX4Wi4VHHhyAkW2wc6f5smf/+eefef/999m9eze///47q1evJjAwMM81aWlptG3blsOHD+Ph4cE777zDU089dd3XRyhvbKNjTkRKXU5ODsOGDSM9PR2TqW25WR+gtJz+4yTr16/gpx+/IyPj4lK+NWrUYOTIkYwaNYq6dfOfE39pWlv37t3x8fFh4cKFhZ6JMWjQIBITE0ttWlv16tXp3LkznTt3zj2WlJR0WUBISEjgj99P88fvp9m8YUvutbVq17zYgtDq75kMderdlNs9tHzxSuJjfylwo6a0tDRatWrFkCFD6N27d751dHV1ZcmSJfj6+jJp0iSGDx9esn8JFZRaBkSkRMyfP5+RI0fi5FSF9z/4gjp1binrKl13hmFw4MA+1oUuw7zz59xpfc2aNSM4OJgBAwYUajc8KN/T2lJSUoiJicnTxRAfH3/ZNEeA6jWrYbqzGc3vvIO1K9dzl58/36z45qr3sLOzy7dl4JL8BlBKwRQGROSaJSYmYjKZSE1NZdDgcTzc7dGyrtJ1lZ2dTVTkT4SGLuPwofjc4126dGHChAl07dq1WOvyWyyW3Glt8fHxV5zWNnr06Bt6WltaWhr//e9/87QgxMXFXbZgUlhYWL77Wvzb1cJAWFgYXbt2JTo6mjZtbGe9iuJSGBCRa2IYBg899BAbN27k9tvv5I0352JvI/2zqanJbN60lg3ff8OZM6cBcHJy4oknniA4OLjEvqFX1GltGRkZ7Nu3j927d7N06VIiIiJITU0tVOvJ1cJAeno6Hh4ezJ07t9zsD1CWNGZARK7JwoUL2bhxI5UqVWbkqJdsIgic+v0E69cv56ef1nEhMwOA2rVrM2rUKEaOHEnt2oXb3Kiw7OzsaNOmTYX7huvs7IyPjw8+Pj7Ex8dz9uzZQnejXI2LiwteXl7ExcWVSHkVncKAiBTbyZMnGT9+PAB9H32Kejc3LOMalR7DMIjfH0Pod1+xe3d47va1LVq0YMKECfTv379ImwhJXhkZGbi7u5domW5ubqSnp5domRWVwoCIFIthGIwYMYKkpCQaN2lG9x79yrpKpSLbYmFHxGbWfbeMI0cSco8//PDDjB8/ns6dO5fLJvobjbOzc+5WziUlNTUVF5cbd8+FG4nCgIgUy1dffcV3332Ho6MjI0e9VOF2F0xJSSLshzVs3LCSc+f+Ai6+sJ588kmCg4O54447yriGFYvJZGLu3LlkZGQU2FVwcfnqv9c1OHLkCDExMVSvXp0GDRrkuTY9PZ2EhASCg4NLs9oVRsX61ysi18Uff/zBmDFjAOjdZ3CF2lTo5G/HWLduOVu3rCcr6wIAdevW5ZlnnmH48OHUqFG8lfXkyry9vQvcqOmSXbt20alTp9w/T5gwAbi4zPDChQvzXBseHo7Var2mZZ1tiWYTiEiR9e3blxUrVnDrrU2ZMvXTcr+xkGEY7Nu3i3Why9gTHZF7vE2bNowfP55HH32UypUrl2ENKz7DMDCZTJhMJlasWHHN5WmdgaIp3/+CReS6W7lyJStWrMDe3oGRo14q10HAYsli+7YfWBf6NYmJh4GLI/d79OjB+PHj6dixo14k14mdnR3PPPMMY8aMwWw2X/NGTatXr2b27Nn671dIahkQkUI7c+YMzZs35/Tp0/TuM5B+/cvnUq9JSWdzxwMkJZ0DLk5FGzJkCGPHjqVp06ZXKUFKg8ViuWE2arI1+lsSkUILDg7m9OnT3HJLI/oEDS7r6hTZ8eO/si70a7b9vBGLJQuAW265hTFjxjBs2DCqVatWxjW0bZUqVWLRokX4+fkRGBhY7I2aEhMTiYiIUBAoArUMiEihhIaG0qNHD+zt7Xl78sc0adq8rKtUKIZhsDcminWhy9i7d2fucW9vbyZMmECfPn1u2CV8bdXWrVvp3r07DRo0KPZGTR07drwONa04ir5YtojYnPPnz+fu/ta9R/9yEQSyLlxgU9i3TBj/OFMmT2Dv3p3Y29vTp08ftm/fTlRUFP369VMQuAF17NiRiIgInJ2d8fX1JSgoiE2bNpGRkZHnuvT0dMLCwggKCsLX1xdnZ2ciIiIUBIpBLQMiclVDhw7ls88+o27d+rw/7QsqOzmVdZUKdP7cGTZsWElY2BpSks8D4O7uztChQxk7diyNGjUq2wpKoVWkjZpudAoDInJFP/zwAw888AB2dna88eZc7mjWqqyrlK+jRw+yLvRrwrf/QHZ2NgANGzZk7NixDB06FE9PzzKuoRRXRd2o6UaiMCAiBUpJSaFFixYkJiby0MOPMHjI+LKuUh45OTlER+9gXegy4mKjc4/fddddjB8/nsDAQA0iEykE/SsRkQJNnDiRxMREateuR//HRpR1dXJlZmawdct61q9fwe8nEwFwcHAgKCiI8ePH06FDhzKuoUj5ojAgIvnasmUL8+bNA2DEyBepUqVktpa9FmfP/MmGDd8QFraGtNSLm9p4enry9NNP88wzz1y2Pr2IFI7CgIhcJi0tjaFDhwIQ0CWQFne2L9P6HD4Uz7rQr4mI2IzVagWgcePGjBs3jkGDBpX41rcitkZhQEQu8/LLL/Prr79So+ZNPDFgdJnUIcdqZdeu7awLXUZ8/N7c4/feey/jx4+nR48eODg4lEndRCoahQERyWPHjh3MnDkTgOHDJ+LiUvQlYa9FRkYaP/24ju/XL+ePP04C4OjoSL9+/QgODqZdu3bXtT4itkBhQERyZWZmMmTIEAzD4L5OD9O6je91u/eff/7O9+u/4cfN35GengpAtWrVGDFiBKNHj+bmm2++bnURsTUKAyKS6/XXX+fAgQNUq1aTJweOvS73TEiIZV3o10RFbiEn5+J4AC8vL4KDg3nyySeLtVmNiBSN1hkQEeDi2u6+vr7k5OTwwsR3ae99T6ndy2rNZmfUz4SGfsXBhLjc4507d2b8+PE89NBD2NtrtXSR60UtAyJCVlYWQ4YMIScnB/+7u5RaEEhPS2Xz5rVs+P4b/vzzFACVK1fmscceIzg4mFatbszVDUUqOoUBEWHy5MnExsbi4VG1VFYZ/OOP3/h+/Qp+3BxKZmY6ADVr1mTkyJGMGjWKOnXqlPg9RaTw1E0gYuP27t1L+/btyc7OZvyEt/G76/4SKdcwDA788l9Cv1vGrl3byMnJAaB58+aMHz+exx9/HGfnsl/ISETUMiBi0ywWC4MHDyY7OxufDvfh69fpmsvMzs4mMuJH1oUu4/DhX3KPP/DAA4wfP56uXbtqUxmRG4zCgIgNe//999mzZw9ubh489dSz1/SSTk1NZlPYt2z4/hvOnv0TACcnJwYMGEBwcDAmk6mkqi0iJUzdBCI2av/+/bRp04asrCyeGfsq9977YLHKOXkykfXrlrN1y3ouXMgE4KabbmL06NGMGDGCWrVqlWS1RaQUqGVAxAZZrVaGDBlCVlYWbdvexT33PFCkzxuGQVxcNOtCvyZ6dziXvlO0bNmS8ePH079/f5ycnEqj6iJSChQGRCoYwzDYs2cPZrOZuLg4MjIycHZ2xmQy4e3tTZs2bZgxYwZRUVE4u7jy9PCJhe4eyLZYCA/fxLrQZRw9ejD3eLdu3ZgwYQKdOnXSeACRckjdBCIVhMViISQkhDlz5hAfH4+DgwNeXl64u7uTkpJCQkICVquVJk2acPToUbKzsxkxchL3d+5x1bKTk8+zKWwNG75fyfnzZwBwdnZm0KBBjBs3jttvv720H09ESpFaBkQqgNjYWAYOHEhMTAy9e/dm1qxZ+Pv755m6l5GRQXh4OPPnz+fw4cO4urrTuEnzK5Z74sRR1q/7mq1bv8eSlQVAvXr1eOaZZ3j66aepUaNGqT6XiFwfahkQKee2bt1Kt27daNiwIYsWLaJ9+/ZX/YzZbGbgwIEcPXqMiS++T3NTm9xzhmGw779m1oV+zZ49EbnH27Zty4QJE3jkkUeoXLlyqTyLiJQNhQGRciw2NhZfX1/8/PxYs2ZNkTb1SUtLo2fPnuzYEcFbkxdQp84tbN/2A+vWfc3xxF8BsLOzo2fPnowfP5577rlH4wFEKiiFAZFyymKx4OvrS2ZmJjt37swTBObNm8e8efM4evQoACaTiVdffZWHHnooTxlpaWl4e3tz+vQZsrIukJKSBICrqytDhgxh7NixNGnS5Lo9k4iUDY0ZECmnQkJCiImJISoq6rIWgVtuuYWpU6fStGlTDMNg0aJF9OzZkz179uRZ/MfV1ZVFixbRoUMHDMOgfv36jB07lqeeeoqqVate5ycSkbKilgGRcsgwDEwmEyaTiRUrVhTqM9WrV+f9999n6NChl53r3bs3u3bt4tChQxoPIGKDtGG4SDm0Z88e4uPjGT58+FWvtVqtLFu2jLS0NPz8/PK9ZuTIkRw/fpy4uLiSrqqIlAMKAyLlkNlsxsHBAX9//wKv2bdvH25ubjg5OTFixAhWr15N8+b5TyX09/fHwcEBs9lcWlUWkRuYwoBIORQXF4eXl9cVtwC+/fbbc8cUjBw5koEDB7J///58r3VxccHLy0stAyI2SgMIRcqhjIwM3N3dr3hN5cqVc2cCtGvXDrPZzMyZM1mwYEG+17u5uZGenl7idRWRG59aBkTKIWdnZ1JSUor0mZycHC5cuFDg+dTUVFxcXK61aiJSDikMiJRDJpOJhIQEMjIy8j0/adIkfv75Z44ePcq+ffuYNGkSW7Zs4fHHH8/3+vT0dBISEvJMOxQR26FuApFyyNvbG6vVSnh4OAEBAZedP336NE8++SS///47np6etGzZko0bN9KlS5d8ywsPD8dqteLt7V3aVReRG5DCgEg5YxgGBw8epEqVKsybNy/fMPDpp58WqcwFCxbQvHlzWrduXUK1FJHyRN0EIuXI7t27uffee+nXrx+ZmZmsXr36mqcDms1mVq9ezejRo7X3gIiN0gqEIuXAqVOneOmll1i4cCGGYeDs7Mxzzz3Hd999R1ZW1mV7ExRWWloaPj4+ODs7ExkZiaOjGgtFbJFaBkRuYJmZmbl7DHz++ecYhsFjjz3GgQMHePPNN1m8eDGJiYkEBgaSlpZWpLLT0tIIDAwkMTGRhQsXKgiI2DCFAZEbkGEYrFq1iubNmzNp0iRSU1Px8fFhx44dLF26lPr16wPQokULQkNDiYyMxMfHp9BdBmazGR8fHyIjIwkNDaVFixal+TgicoNTGBC5wcTExHD//ffTp08fjhw5Qr169fjiiy+IiIjId2+Bjh07EhERgbOzM76+vgQFBbFp06bLph2mp6cTFhZGUFAQvr6+ODs7ExERQceOHa/Xo4nIDUpjBkRuEKdPn+bll1/mk08+wTAMqlSpwvPPP88LL7yAm5vbVT9vsVgICQlhzpw5xMfH4+DggJeXF25ubqSmppKQkIDVaqV58+aMHj2aYcOGUalSpevwZCJyo1MYECljWVlZzJo1i7feeovk5GQAHn30Ud59910aNmxY5PIMwyAmJgaz2UxcXBzp6em4uLhgMpnw9vamdevWmjUgInkoDIiUEcMwWLt2Lc899xyHDh0CLu4hMGPGDO6+++4yrp2I2BKNGRApA/v27aNLly4EBgZy6NAh6tSpw2effcbOnTsVBETkulMYELmO/vzzT0aNGkXr1q3ZvHkzTk5OTJo0iYSEBAYPHoy9vf5Jisj1p4nFItdBVlYWH330EW+88QZJSUkA9OnTh/fff59GjRqVce1ExNYpDIiUIsMwWL9+PRMmTCAhIQGAVq1aMXPmTE3pE5EbhtokRUrJ/v37eeihh+jevTsJCQnUrl2bkJAQdu/erSAgIjcUhQGREnb27FnGjBmTu21wpUqVeP7550lISOCpp57CwcGhrKsoIpKHuglESojFYmH+/Pm89tprnDt3DoCePXsybdo0mjRpUsa1ExEpmMKASAnYsGEDEyZMID4+HoA777yT6dOn07lz5zKumYjI1ambQOQaHDhwgG7duvHQQw8RHx9PzZo1mTdvHtHR0QoCIlJuKAyIFMO5c+cYP348LVq0YP369Tg6OjJ+/HgOHjzIiBEjtB2wiJQr+oklUgTZ2dmEhITwyiuvcObMGQC6d+/OBx98gJeXVxnXTkSkeBQGRApp06ZNjB8/ntjYWACaN2/O9OnT6dq1axnXTETk2qibQOQqDh48SM+ePenSpQuxsbFUr16dOXPmsHfvXgUBEakQ1DIgUoCkpCTefvttZs6cicViwcHBgdGjR/Paa69RvXr1sq6eiEiJURgQ+Rer1cqnn37Kyy+/zJ9//gnAgw8+yIcffkizZs3KuHYiIiVPYUDkH7Zs2UJwcDB79+4F4Pbbb+fDDz/k4YcfLuOaiYiUHo0ZEAF+/fVX+vTpQ6dOndi7dy9Vq1ZlxowZ7Nu3T0FARCo8tQyITUtJSWHy5MlMnz6drKws7O3tGTFiBG+88QY1a9Ys6+qJiFwXCgNik3Jycli4cCEvvfQSf/zxBwABAQFMnz6dFi1alHHtRESuL4UBsTnbtm0jODiY6OhoAJo0acKHH35I9+7dsbOzK+PaiYhcfxozIDbj6NGj9O3bl3vvvZfo6Gg8PDyYNm0acXFx9OjRQ0FARGyWWgakwktNTWXq1KlMmzaNCxcuYG9vz1NPPcVbb71F7dq1y7p6IiJlTmFAKqycnBwWL17MpEmT+P333wHo1KkT06dPp1WrVmVcOxGRG4fCgFRIO3bsIDg4GLPZDMBtt93GtGnTCAwMVHeAiMi/aMyAVCjHjx/nsccew9/fH7PZjJubG1OnTmX//v306tVLQUBEJB9qGZAKIT09nffee4/33nuPjIwM7OzsGDJkCG+//TZ16tQp6+qJiNzQFAakXDMMgy+//JIXX3yREydOAHDPPfcwY8YM2rZtW8a1ExEpHxQGpNzauXMn48aNIzIyEoCGDRvy/vvvExQUpO4AEZEi0JgBKXd+++03nnzySTp06EBkZCSurq5MnjyZX375hUceeURBQESkiNQyIOVGRkYG06ZNY+rUqaSnpwMwcOBApkyZQr169cq4diIi5ZfCgNzwDMNg+fLlvPDCCyQmJgJw1113MWPGDLy9vcu4diIi5Z/CgNzQdu/eTXBwMNu3bwegfv36vPfeezz66KPqDhARKSEKA3JD+v3333nppZdYtGgRhmHg4uLCxIkTee6553BxcSnr6omIVCgKA3JDyczMZPr06UyZMoXU1FQAHn/8caZOncott9xSxrUTEamYFAbkhmAYBqtWreL555/nyJEjAPj4+DBz5kx8fX3LuHYiIhWbwoCUuZiYGIKDg9m6dSsAN998M1OnTuWxxx7D3l6zX0VESpvCgJSZP/74g5dffplPP/0UwzCoUqUKzz//PBMnTsTV1bWsqyciYjMUBuS6u3DhArNmzeKtt94iJSUFgH79+vHuu+/SoEGDMq6diIjtURiQ68YwDL799luee+45Dh8+DEC7du2YOXMm/v7+ZVw7ERHbpQ5ZuS727dtHly5d6NWrF4cPH6ZOnTp8/vnn7Ny5U0FARKSMKQxIqfrzzz8ZOXIkrVu3ZvPmzTg5OfHSSy+RkJDAoEGDNEBQROQGoG4CyWUYBnv27MFsNhMXF0dGRgbOzs6YTCa8vb1p06ZNoVf9y8rKYs6cObz55pskJSUBEBQUxHvvvUejRo1K8zFERKSI7AzDMMq6ElK2LBYLISEhzJkzh/j4eBwcHPDy8sLd3Z2UlBQSEhKwWq00a9aMZ555hmHDhlGpUqV8yzIMg3Xr1vHss8+SkJAAQOvWrZkxYwYdO3a8no8lIiKFpDZaGxcbG4uvry9jxozBZDIRFhZGSkoK+/fvJyoqiv3795OSkkJYWBgmk4kxY8bg6+tLbGzsZWXt37+fBx98kB49epCQkEDt2rX55JNP2LVrl4KAiMgNTC0DNmzr1q1069aNhg0bsmjRItq3b3/Vz5jNZgYNGkRiYiKhoaF07NiRM2fO8PrrrzNv3jysViuVK1cmODiY//znP3h4eFyHJxERkWuhMGCjLrUI+Pn5sWbNmiIt8pOWlkZgYCCRkZGMHj2ajz/+mHPnzgHQq1cv3n//fRo3blxaVRcRkRKmMGCDLBYLvr6+ZGZmsnPnzmKt9peWlka7du04dOgQVquVli1bMn36dO6///5SqLGIiJQmm5hNUJKj5CuCkJAQYmJiiIqKuiwI/Pbbb0ycOJHvv/+e9PR0mjRpwueff35ZF4KrqyuLFy+mQ4cO9OvXjyVLluDg4HA9H0NEREpIhW4ZKMlR8hWFYRiYTCZMJhMrVqzIc+7cuXO0adOGTp06MXLkSGrVqsXBgwdp3Lhxgc3+QUFBxMfHExsba1OBSkSkIqmwYSA2NpaBAwcSExND7969GT58OP7+/jg7O+dek5GRQXh4OAsWLGDVqlW0bt2aRYsW0aJFizKseemKjo6mXbt2hIWFERAQkOfciy++SHh4ONu2bSt0eWFhYXTt2pXo6GjatGlT0tUVEZHroEJOLdy6dWtun3hUVBQrVqwgICAgTxAAcHZ2JiAggBUrVhAZGUlmZiZ+fn65W+lWRGazGQcHh3yXAF67di3t27fnkUceoXbt2rRp04aQkJArlufv74+DgwNms7m0qiwiIqWswoWB2NhYunXrhp+fHzt37izUdDkAb29vdu7cia+vL927d893Hn1FEBcXh5eX12XBCODXX39l3rx5NG3alI0bNzJy5EjGjh3LokWLCizPxcUFLy8v4uLiSrPaIiJSiipUN8GVRsnfeuutHDt27LLPjBo1io8++ij3z2lpafj4+ODs7ExERMQNP4YgOzub8+fPc+bMGc6cOcPZs2fz/P7vYwkJCXh5eREdHX1ZWZUrV6Z9+/bs2LEj99jYsWMxm81EREQUWAcfHx9atWp11VYEERG5MVWo2QRXGiVvNpuxWq25f46NjaVLly488sgjea5zdXVl4cKF+Pr6EhISwqhRo65L3XNyckhOTr7iizy/Y+fPny/yvZKTk/M9XrduXZo3b57nWLNmzVi5cuUVy0tNTcXFxaXI9RARkRtDhQkDhmEwZ84cevfunW/XQK1atfL8eerUqTRu3DjfZXK9vb3p1asXH330ESNHjizSKHnDMEhLS7vqS/3f586ePUtOTk7RH/x/XNzccfP0wN2zKm4eHrhXrYq7pyduHp64V730e1Xidu/iu8Vf5E6v/Cd/f38OHDiQ51hCQgINGzYs8L7p6ekkJCQQHBxc7LqLiEjZqjBhYM+ePcTHxzNr1qyrXpuVlcWSJUuYMGFCgS/64cOH07VrV3744Qfq1atX6G/sZ8+eJSsrq9jPUcXZGTdPz9wXuVvVqrh7eODmWfXvl/ql8/875urmjmMhuzOqVq/BmoWfEx4eftlsgvHjx3PXXXcxZcoU+vbty86dO/n444/5+OOPCywvPDwcq9WKt7d3sZ9ZRETKVoUZM7BgwQJGjx5NSkpKvoPj/mn58uU89thjJCYmUq9evXyvSU9Px93dvdjf1h0rVcL9Xy/w3Je8p+fFc/865ubhSWUnp2Ldr7AMw2BUj4e529c33+b/0NBQJk2axMGDB2nUqBETJkxg2LBhBZandQZERMq/ChMGxo4dy6ZNm9i/f/9Vr33ggQeoXLky33333RWva9KkCYd//RWPqlXzf4H/swn+ny/+qp44VXG+4V6O5/78k4XTP2D7hu+xs7MjKirqmr7Rm81mfH19mT179nUbWyEiIiWvwnQTZGRk4O7uftXrjh07xqZNm1i1atVVr61arRqdewYy6tXXS6CGZceanc33Xy9j2fy5ZKSlYWdnh2f16gwcOBCz2VzsvQkGDRpEmzZtePrpp0uh1iIicr1UmDDg7OxMSkrKVa/7/PPPqV27Nt26dbvqtampqdx0lS6HG90vMXv4+J0pHDuYAEDTFi14etLLOFZy5KVBA+nZsyfffvttsXYtTExMJCIiAkfHCvN/IxERm1RhFh0ymUwkJCSQkZFR4DU5OTl8/vnnDBw48KovsPT0dA4dPEj928rnVrxJZ88w57VX+M+QQRw7mICbpycjXn6VKQsXc1uzZjRo0pQXZ8xk688/07Zt20KvIGg2m/Hx8SEyMpLQ0NAKvXSziIitqDBhwNvbG6vVSnh4eIHXbNq0icTERIYMGXLV8i6Nkm9iMpVkNUud1Wplw4rljOnVk5++WwtAQK/ezF71LV1698He/u//5H+dOkW2xcKRI0fw9fUlKCiITZs2XRao0tPTCQsLIygoCF9f39wFmfKblikiIuVPhRlAeKXd+IqjT58+7Nq7lw+Xr7zhBgIW5FBcLB+/M4XD+y8uDdzojjt4+sX/4NWy5WXXJp07y7g+vUg5f563336batWqXba7o5ubG6mpqbm7OzZv3pzRo0fbxO6OIiK2pMKEAYC5c+cyZswYIiMjS2SU/NAXXuTBvo+WYA1LR0pSEl/OmUXYqpUYhoGLmzv9R43mgUf64uDgkO9nZr78Ej+vX0fLli3ZtWsXlSpVwjAMYmJiMJvNxMXFkZ6ejouLCyaTCW9vb1q3bl1ugpGIiBRehQoDV9qboLDS0tLw9vbGYmfHlIWLcbiBB8fl5OTw09pvWTJrJsnnzwHQsVt3ngyeQNUaNQr83J4d4bz9zCjs7OyIjIzEx8fnelVZRERuQDfum64YKlWqxKJFi/Dz8yMwMJA1a9YUeZR8z549OXoskSkLF93QQeDIgV8IeWcKB/67F4D6jRsz7MX/YGrX7oqfy8xI5+MpbwMX12ZQEBARkQrVMnDJ1q1b6d69Ow0aNGDhwoWF6jIwm80MGDCAxOMnmDRzFqZ2hdv6+HpLS0lh2byP2LD8a3Jycqji4sKjw0fwcL/HCrUk8aLpH7B28Rc0aNCAuLg43NzcrkOtRUTkRlZhZhP8U8eOHYmIiMDZ2blQo+T79OlDhw4dOHToEAMnTLghg4BhGPy8fh1je/dk/bKvyMnJ4a4uXZm1ag3/N2BgoYLA4f37CV26BIB58+YpCIiICFBBWwYusVgshISEMHPmTBISErC3t6fpP0bJHzp4EKvVSoPGjXGvVo24Xbu46ZZbmP71NzjdQIsNHf/1MCFTpxC3axcA9Ro25KkXX6JVB99Cl2HNzmbik49z5Jdf6NevH1999VVpVVdERMqZCh0GLtmyZQudOnXC3dOTex7uRlZmJpWrVKH+bY1pYjLR6PY7yExPZ1xQL8788QeBgwYzYGxwWVebjPR0Vny8gNAvl2DNzqZylSoEDR3G/w14kkqVKxeprDWLFrJ45nSqVatGfHw8N910UynVWkREypsbd4RcCdq3bx8Ad7Ruw9DnJ+Z7jbOrK8NefImp48exdvEX3PPgw9zq5XU9q5nLMAwiN2/i8w/e58wffwDgfV8nhjz3PLXr3Vzk8k6dOMHXC+YB8MEHHygIiIhIHjYRBv773/8C0LBp0yte593xPnw7BxC5eRPz336DyZ9/UeA8/dJy8thRPnl3KnsjIwCoffPNPPXCi7S7595ilWcYBh9PeYuszEzuv/9+Bg0aVIK1FRGRiqBCDiD8t0stAw2aXDkMAAx9YSIubm4cjI1l44rlpV21XBcyMvjyozmM7xvE3sgIKlWuzCPDhjNjxapiBwGAretC2RsZSZUqVViwYIEWDRIRkctU+DCQk5OTGwYaNr16s3/1WrV5fMw4AJbOmcVfp06Vav0AzFu3EPxIb1Z+GkK2xUKbu/yZvnwl/UaOwqlKlWKXm3TuLAs/nAbAq6++SpMmTUqqyiIiUoFU+AGEhw4domnTplR2cmLJth2FWkgoJyeHl4cO5sDeGLzv68SLH84olbr98dsJPn3vXXZv+xmAmnXqMPjZ5+lwf+cS+Qaf35LDIiIi/1bhWwYujRe4pdFthV5R0N7enhEvv4KjoyPmLT8R9ePmEq2TJSuLbz75mOCg3uze9jMOjo4EDhrMzJWr8e0cUCJBYM+OcH5evw47OztCQkIUBEREpEAVPgz83UVw9fEC/9SgcRN6DhwMwCfvvkNaSkqJ1GfPjnCCH+nDV3M/IuvCBVq09+bDZSsYMDaYKs4uJXIPLTksIiJFUeFnE/w9k6Do0wSDnhrGjrCN/J6YyJdzZjNs0kvFrsdfp07x+QfvE7l5EwDVatZi4IRnufuBB0t8UN/X8+dx+uRJGjRowNtvv12iZYuISMVT4VsGriUMVHZyYvhLLwOw8ZvlHNi7t8hlWCwW1iz8nHF9AoncvAl7Bwe6P/YEs1at4Z4HHyrxIKAlh0VEpKgqdBhIS0vj8OHDADRsWryR9Hf6dKBTj//DMAzmT36TbIul0J+N3WXmuX59WTxrBpkZGdzRujXvL13G4Oeex6UUXtLW7Gzmvf0GOTk59OvXj4cffrjE7yEiIhVPhe4miIuLwzAMqtaogWf1GsUuZ+D4Z9m9bRuJhw6xdvEX9B4y9IrXn/vzTxbN+JBt368HwKNaNQaMG8993Xtgb196+Sv0y6Uc+eUXqlWrxowZM0rtPiIiUrFU6JaBwq48eDXuVasy6NnnAFj+8XxOJh7L9zprdjahXy5lbJ9Atn2/Hjs7Ox585FFmr17L/f/Xs1SDwKkTJ1g2fy4A06ZN05LDIiJSaBU6DBRl5cGruffhbrTy9cWSlcXHk9/m38sz/LI3hheeeIzPp71HemoqTUwmpi5eyrBJL+Hm4XHN97+Sfy453KlTJwYPHlyq9xMRkYqlQncTXMvgwX+zs7Pj6ZdeYXzfPuwz72TrulDu696DpHNnWTJzBj+u/RYANw8PHn9mLJ179b5u+xpcWnLYyclJSw6LiEiRVdgwYBhGiXUTXFLnllvo+/RwlsyayecfvE/S2TOs+uxTUpOTAbi/ZyBPjB2HZ7XqJXK/wvjnksOvvfYaTUvoWUVExHZU2OWIf/vtN2655RbsHRxYuj2Cyk5OJVJutsXCuKDenDqemHvsVq/bGTbpJe5o1bpE7lEUWnJYRESuVYVtGbg0XqBeg4YlFgRSkpL48qPZ/HHieO6xBx55lKHPv1DopY5LkpYcFhGRklBhw0BJdhHk5OSw5bu1LJ45g+Tz5wCo1/BWTh47yt6IHWRnZ1/3MKAlh0VEpKRU2NkEJTV48GjCAV4eOpiP3niN5PPnuOW223jj4094b8mX1LjpJk6dOM43IR+XRJWL5Ov587XksIiIlIgKGwb+nlZYvJUH01NT+ez993j+8f4c2BtDFWdnBowbzwdfLadFe2+cXV15auIkAL5dvIhjBw+WWN2v5tf4eEKXLgZg7ty5WnJYRESuSYUMA1lZWcTHxwNFbxkwDINt369nTO+erPtqKTlWK34BXZi16lsCBw7C8R/98j73daLD/Z0vLgP81htYrdYSfY78WLOzmfvW6+Tk5PDoo4/SrVu3Ur+niIhUbBVizIBhGOzZswez2UxcXBy//fYbFouFSk5OpJw/T626dQs19/74r4f5ZOo7xO4yA1C3QQOemjiJ1n53FfiZoS9M5L9RkRyM3ccP36zgoUf7ldhz5eefSw7PnDmzVO8lIiK2oVxPLbRYLISEhDBnzhzi4+NxcHDAy8sLV1dXzp07x5EjR8jJyaH+bbfxYN9+BPTqneeb/SUZ6el8E7KA75YuwZqdTWUnJ/oMHUbPJwdSqXLlq9Zjw/KvCZk6BWdXV2auXE2N2qWzFPCpEycY37cPWZmZfPrppwwZMqRU7iMiIral3HYTxMbG4uvry5gxYzCZTISFhZGSksL+/fsxm80cOnSI1NRUwsLC8Gnblk/fm8pLg54k8dDfffuGYRCxeRPj+gSyZtFCrNnZeHe8j5krVxP01LBCBQGArkGPcHvLVmSkpfHpu1NL5Xm15LCIiJSWctkysHXrVrp160bDhg1ZtGgR7du3v+pnzGYzAwcO5OixRCbNnEW1WrX49N2pxETsAKB2vXoMeX4i3h3vK1adEg8d5LnH+mHNzuaFaR/S4f7OxSqnIFtCv2P2qy/j5OTEvn37tNKgiIiUmHIXBi61CPj5+bFmzRpcXV0L/dm0tDR69uzJtm3bseZYsWZn41ipEoEDB9F78FCcnJ2vqW5L58xm1WefUL12bWZ+sxqXEhrln3TuLOP69CLl/HmmTJnCpEmTSqRcERERKGfdBBaLhYEDB9KwYcPLgkBKSgrBwcE0bNgQZ2dn7rrrLsxmc57Pu7q68u2333LrrQ3BMGjp04HpK1bSf9Qz1xwEAIKeGkad+g04e/o0X340+5rLu2TRhx+Qcv48LVu25LnnniuxckVERKCchYGQkBBiYmJYtGjRZS0CTz31FGFhYSxevJh9+/bRtWtXAgIC+O233/Jc5+rqypIlSzAMA59O91OvQcMSq59TlSoMf+ll4OKgwoT/LXx0LWIidrB1XaiWHBYRkVJTbroJDMPAZDJhMplYsWJFnnMZGRm4u7vz7bff5pl3365dOx566KF8V+jr06cPu/bu5cPlK0t8y9/Zr73Clu/W0qBJU95f+lW+MxgKIzMjnfF9gzj922+MHTtWUwlFRKRUlJuWgT179hAfH8/w4cMvO5ednY3VaqVKlSp5jjs7O7N9+/Z8yxsxYgSJhw9z5MAvJV7XgcETcK9alcRDB1m75Itil/P1/Pmc/u036tevryWHRUSk1JSbMGA2m3FwcMDf3/+yc+7u7vj5+fHWW29x8uRJrFYrS5YsISIigt9//z3f8vz9/XFwcOBQXFyJ19WjWjUGTbjYt7/i4wWcOn78Kp+43D+XHJ43bx7u7u4lWkcREZFLyk0YiIuLw8vLC+cCBvotXrwYwzC4+eabcXJyYtasWfTv3x97+/wf0cXFhSZNm3L818OlUt+O3brTsoMvWRcusGDK2xSlN0ZLDouIyPVUbpYjvjQuoCCNGzdm69atpKWlkZycTN26dXn00Ue57bbbCvyMm5sbWZmZpVFd7OzsGP7Sy4zv24f/RkWydV0o93XvgWEYHPnlFw7FxXL818NkXbhAZScn6t/WmCamFjS64w4tOSwiItdVuQkDzs7OpKSkXPU6V1fX3OWIN27cyHvvvVfgtSnJyThnZJCTk1NgC8K1qFO/Po88PZyls2ex8INpnP/rL7aEruX4r7/i4OBAk6ZNcXd3JyUlhY0rlmO1WqnXoAF/nDwJwLRp07jpptJZ2lhEROSScjObYMGCBYwePZqUlJR8uwo2btyIYRjcfvvtHDp0iOeff54qVaqwbdu2fKfjpaen4+7uTk5ODh5Vq3Gnjw8tfX1p6eNL7Xr1Sqze2RYL44J68+fJ3zAMg169ezNi+HD8/f3zPEdGRgbh4eHMmz+f1atW4eHhwbZt27jzzjtLrC4iIiL5KTdhIDo6mnbt2hEWFkZAQMBl55cvX86kSZM4ceIE1atXp0+fPkyePBlPT898ywsLC6Nr165UqVKFzH91FdSp34CWHTrQsoMvd3r74ObhUex6x+3exeQxo2nYoAFLly4t9NLJgwYNIjExkdDQUDp27Fjs+4uIiFxNuQkDV1pnoDiCgoKIj48nOjoas9nMpk2bCAsLIyoqCqvVmnudnZ0djZs3p6WPLy07dOD2Vq2p7ORUqHskHjrIpEFP4u/nx7ffflvkpZMDAwOJjIwkIiKCFi1aFPkZRURECqPchAGAuXPnMmbMGCIjI/H29i52OWazGV9fX2bPns2oUaPynEtOTmbr1q2EhYWxadMm4uPj85yvXKUKzVq3oWWHi+HgVq/b8x1vkG2x8NKgJ6mMgdlsLlIQuCQtLQ0fHx+cnZ2JiIjQ6oMiIlIqylUYsFgs+Pr6kpmZyc6dO6/5BRsZGYmj45XHUP72229s3ryZTZs2sWnTpsvWLcgdb/C/cFC73s3AxeWIP31vKlFRUXm6BqxWK6+//jpLlizh1KlT1KtXj0GDBvHyyy/nuxLilYKLiIhISShXYQAu7lro5+eHr69vsXYtvJamd8Mw2L9/f24w2LJlC6mpqXmuqXNLfe708SFmRzj3+vvzzTff5Dk/ZcoUPvzwQxYtWoTJZGLXrl0MHjyYyZMnM3bs2Hzve6lLIzY2tsSXThYRESl3YQBg69atdO/enQYNGrBw4cJCdRmUxqA8i8VCVFRUbjiIjIzMM94gv8GO3bt356abbuLTTz/NPdanTx+cnZ1ZsmRJvve5NNgxOjqaNm3aXHO9RURE/qncrED4Tx07diQiIgJnZ2d8fX0JCgpi06ZNZGRk5LkuPT2dsLAwgoKC8PX1ze17L6nR+ZUqVeLuu+/m9ddfZ/v27Zw9e5a1a9fSqVMn7O3t8106+a677mLz5s0kJCQAsHfvXrZv385DDz1U4H0uLZ387y2ZRURESkK5WXTo31q0aEFERAQhISHMmTOHLl264ODggJeXF25ubqSmppKQkIDVaqV58+bMnj2bYcOGleogPA8PD3r06EFYWBinTp3Kdz2EF198keTkZO644w4cHBywWq1MnjyZxx9/vMByXVxc8PLyIq4U9lEQEREpt2EALn4zHzVqFCNHjiQmJgaz2UxcXBzp6em4uLgQHByMt7c3rVu3vq597VdaOnn58uUsXbqUL7/8EpPJRExMDMHBwdSrV4+BAwcWWKabmxvp6emlVWUREbFh5ToMXGJnZ0ebNm1umP70Ky2d/Pzzz/Piiy/Sr18/AO68806OHTvGO++8c8UwkJqaiouLS6nUV0REbFu5HDNwozOZTCQkJFw2hgEujmP497oEDg4O5OTkFFheeno6CQkJmEymEq+riIiIwkAp8Pb2xmq1Eh4eftm5Hj16MHnyZNatW8fRo0dZvXo1H374Ib169SqwvPDwcKxW6zUttCQiIlKQcjm18EZ3paWTU1JSeOWVV1i9ejWnT5+mXr169O/fn1dffZXKlSvnW57WGRARkdKkMFBKrsfSySIiIiVBYaCUlMXSySIiIsWhMQOlpFKlSixatIjExEQCAwNJS0sr0ucvLZ2cmJjIwoULFQRERKTUKAyUohYtWhAaGkpkZCQ+Pj6FXkHQbDbj4+NDZGQkoaGh2r5YRERKlcJAKbtRlk4WEREpiMYMXCcWiyV36eT4+PgrLp08evToUl86WURE5BKFgevMMIx8l042mUxlsnSyiIiIwoCIiIiN05gBERERG6cwICIiYuMUBkRERGycwoCIiIiNUxgQERGxcQoDIiIiNk5hQERExMYpDIiIiNg4hQEREREbpzAgIiJi4xQGREREbJzCgIiIiI1TGBAREbFxCgMiIiI2TmFARETExikMiIiI2DiFARERERunMCAiImLjFAZERERsnMKAiIiIjVMYEBERsXEKAyIiIjZOYUBERMTGKQyIiIjYOIUBERERG6cwICIiYuMUBkRERGycwoCIiIiNUxgQERGxcQoDIiIiNk5hQERExMYpDIiIiNg4hQEREREbpzAgIiJi4xQGREREbJzCgIiIiI1TGBAREbFxCgMiIiI2TmFARETExikMiIiI2DiFARERERunMCAiImLjFAZERERsnMKAiIiIjVMYEBERsXEKAyIiIjZOYUBERMTGKQyIiIjYOIUBERERG6cwICIiYuMUBkRERGycwoCIiIiNUxgQERGxcQoDIiIiNk5hQERExMYpDIiIiNg4hQEREREbpzAgIiJi4xQGREREbJzCgIiIiI1TGBAREbFxCgMiIiI2TmFARETExikMiIiI2DiFARERERunMCAiImLjFAZERERsnMKAiIiIjVMYEBERsXH/D6M4iP99AjWFAAAAAElFTkSuQmCC\n", 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" ] @@ -568,7 +586,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 17, "id": "66cf2c2c", "metadata": {}, "outputs": [], @@ -577,7 +595,6 @@ ] }, { - "attachments": {}, "cell_type": "markdown", "id": "b5a66cba", "metadata": {}, @@ -588,7 +605,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 18, "id": "aadc6917", "metadata": {}, "outputs": [], @@ -611,23 +628,26 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 19, "id": "f840930c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(, )" + "(,\n", + " (,\n", + " ,\n", + " ))" ] }, - "execution_count": 40, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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O6/IEWL+zgPU7C2gWb6FbmwQ6tojDZNQ3+LUKIYQ4fBJoCCHESeJw0qag9jkaUPuOhqZpZKzbTeZ+FwDdzrmEJybN5+9f5rBs3rdMn54WemzLth0ZOHQkF199A5FRwU5TSS3a8uGYYezL2s4rw2/mgWfeo9sZ51V5nnyri3yriz8259CxRRxd2yTQsknVtQohhDjyJNAQQoiTxOGkTel1CjqlYTUamqax6K9s1ufYK33cEh3L1f1v4V8DbsZhK8HtcmC2RBEVE4eiKJUe26HbaTzz3teMH/MIu7Zt5J1n7uHWB5+ld3JKtev1BzS27bWyba+VmEgT3drE07V1AlFmY4NevxBCiPqTGg0hhDhJHF7aVPDCvyE1Gss25rA2uxStmhjHqAS7UUXHxtO0eWuiY+OrBBnlEpo25/E3PuO83skE/H6+GPs83056C7WGuR3lbE4va7bm8+3iTDJW72JnTgmBgHrI1yyEEOLwyI6GEEKcBA47bUoXvC9V3xqNFVtyWbGrCFWrGjwYFA1d9TFFjSLMFv476i1atevMnK8msGDWVHKzd3Lvk29iiay6poo0DbL328neb8ds0tOpZTzd2sSTGGup3yKEEELUiexoCCHESeBw0qag6o5GXWo01m3P47ftBQSqCTIATPUMMsopisINt9zPfU+9jSnCHCwSf+xW9ufsqfM53N4Am7IKmf3bDmb/tp3Nuwvx+GQ2hxBChJMEGkIIcRI4nLQpCHacAmqt0SgPNAoLC9mws4Bft+zHV0OQAQ0PNMqd1zuZJ974nPjEZuzbvYNXht/M1vWr632ewlI3v2/M4ZtFmSz+aw97C+xo1eV5CSGEqBcJNIQQ4gR3uGlTEJyh4fV68XqD56ktdSpvfwGLNuXiqSXIUBQwHGagAQeKxDt0PQ17qZV3nrmHpRkzG3SugKqxY18J81bt4ttft7J2Wz62w/y6CSHEyUwCDSGEOMEdbtoUVJ4KDrWnThUWFOJSa48iTEr4dgwaWiReG4fLx7rt+aT9upWfVu5kxz4rfikgF0KIepFicCGEOMEdbtoUlA3rKw3WZ5hMJozGqm1iHYHgx9wuBwG/D72h5laypsNeUWWHUyR+KPsKHewrdGAy6OjUKlhAnhQXGaaVCyHEiUt2NIQQ4gQWjrQpqLyjUV3a1N4CO3/sKA21pnXaSmo/XxjSpg4WjiLx2nj9Klt2FzHn93+YuWwbG3YV4PZKAbkQQtREAg0hhDiBhSNtCoI1GjW1ts0tcjBvTRalqh5z2SRvl73mQMPYgLa29RGuIvHaFNs8rNicyze/bGHhut3szrehqlJALoQQFUmgIYQQJ7BwpE1BWepUNYFGQYmLeauzKPKBBkTGxAO172gcid2Mg4WzSLw2qgq7cktZsCaLbxdnsiozlxKHJ+zPI4QQxyMJNIQQ4gSlaRqFznAFGkqVGRrFNjc/rdpFgVel/GZ+ZEwcUHugcbhtbeuq2iLxT948rCLx2jg9fv7+p4AZS7Yx949/2JpdjM9/ZJ5LCCGOBxJoCCHECarE7ccXhk5Jep2CTqlco1Hq9PDTyp3kuwOVBvId2NGwVnsuXZja2tZVeZH4Dbc8AMCC2f/jg5cexuW0H9HnzSt2snT9Xr5etIWl67PJLXIc+iAhhDjBSKAhhBAnqPClTVWeCm62RPLDip3kuQL4D5qVYYmOBWre0QhnW9u6OtJF4rXxBzS2Zlv5YcVOpi/Zyl879uN0h+f/ixBCHOsk0BBCiBNQWNOmdMG3ivJAo9SjkO/0461mIF9kbDxQ847G0Uqbqk51ReKZ61cdtecvdXhZvTWPaYszmb96F1l5pVJALoQ4oUmgIYQQJ6BwpU0BmMp2NKwlpQCo+gjcNQzki4yuvUaj5skaR0eHbqcx+v1vQkXi7z597xEpEq+NpsGe/XZ+Xrubb37ZwootORTb3Ed1DUIIcTRIoCGEECegcKVNARj0Ory+AOu37wNAZ655WF15jYarmkDDqGgojbijUS4+sdmBIvHAkS8Sr43bG2DDzkJmLtvOnOU72LK7CK9PCsiFECcGCTSEEOIEE860KQAdGvPXZFFoDe5oRNQaaAR3NBzVpE41ZtrUwRqrSLw2+60uftu4j68XbeHXv/awr9COpklqlRDi+CWBhhBCnGDCmTalqhprtuaxt8iJ3ekEwGSpw45GNQP7jqVAAxq3SLw2AVVj+74Sflq5i7Rft7Juez521+FPdxdCiKNNAg0hhDjBhCttStMgM7uYvCInJaqCx+0CwBRhqfEYS0x51ylrpY/rFNAfY4FGufN6J/PEm41XJF4bu8vH2m35fLt4K/NW7eKfHCuBMAWRQghxpEmgIYQQJ5BwpU1pwLa9xRSWuHFoCpoGXk/ddzScttJKH2+Mtrb10aFr4xeJH8reAju//JnNN79k8vumfRSUuBp7SUIIUSsJNIQQ4gQSrrSpHfus5Be7cGlQfjavK3hhW2uNRlnXKZ/Hhc/rCX38WEubqs6xVCReG48vwOasIr77fQezftvOxl2FuL3+xl6WEEJUIYGGEEKcQMKRNvVPbgm5hU7cZUFGeYzgdZftaNQSaJijYtDp9EDlzlON3da2rqorEh/34kM4HbZGXln1ikrd/LE5h29+2cKidbvZs98mBeRCiGOGBBpCCHGCCEfaVFZ+KTkFDjxA+X388kDDEwo0aq7RUBSlwnRwa/Dxx0hb27o6uEh8w+plvPbYreQ3cpF4bVQVduaWMn91FtMWZ7J6ax6lTs+hDxRCiCNIAg0hhDhBHG7aVHaBnex8O14N/BVuih/Y0SgrBq9lRwMq1GmUdZ4yHkdBRkUVi8Rz9vzDq8dQkXhtnG4/f+3Yz/Rft/Hjyp1s21uM/zgvINc0jYKCAnbt2kVBQYHs2ghxnJBAQwghThCHkzaVU+QgK7cUnwbeikFGhSChPHUqopZicKjQearUChwf9Rk1OR6KxGuTU+hgyd97+XrRFpZt2Eu+1dnYS6oXq9XK2LFj6dGjB0lJSXTs2JGkpCR69OjB2LFjsVqtjb1EIUQtJNAQQogTwOGkTeVbnfyzrwS/Bp6DbhSXxwiapuF1HbpGAyrvaOgV7Zhta1tXx0uReG18fpXMPcV8v/wfZizdyvqdBbg8x3YBeUZGBu3bt2fkyJH07NmTtLQ0FixYQFpaGj179mTkyJG0b9+ejIyMxl6qEKIGhsZegBBCiMNX6mlY2lRhqYtte60ENHBXk41SHiP4fV5UNXhhXVuNBhzoPOW0lRzXuxkVlReJt27fme++nMCC2f8jJ3sn9z75JpFRMY29vHopsXtZuSWX1VtzaZsUQ9c2CbRtGoNOd+z8z8rIyOC6664jOTmZyZMn06JFi0qfHzRoELm5udx9991cd911zJ07l+Tk5EZarRCiJrKjIYQQJ4D99vrvZhTZ3GRmF6Oq1QcZULU+A2of2AcQGRsPBLtOHa/1GdVRFIXrbz6+isRro6qQlWfj5zW7mbZ4Cyu35GK1N34BudVqZfDgwSQnJzN79uwqQUa5Fi1aMHv2bJKTkxk8eLCkUQlxDJJAQwghjnMNSZuyOjxs2VOEGgCXFhzQV52DW9saTWZ0en2t546MKd/RsB43bW3r43gtEq+NyxNg/c4C0pdu4/vlO8jcU4TX1zipYV988QVOp5PJkydjMNSeeGEwGJg0aRJOp5OpU6cepRUKIepKAg0hhDjO1Tdtyubysjmr8JBBBlQzQ+MQheBwIHXKbS85rtra1kd1ReJL5qU39rLCIt/qYtmGfXzzyxaW/J1NTpHjqD23pmlMnDiR1NTUGncyDtayZUtSUlKYMGGCdKMS4hgjgYYQQhzn6tNtyuH2sXFXIYEAoYF8tQnN0CgvBD9E2hRUTJ2y1nldx6PyIvHzL+tHIOBn6rgXmPbJG8dVkXht/AGNbXut/LhiJ2m/buXPHfk43Ic/ELI2hYWFZGZmkpqaWq/jUlNTyczMpKio6AitTAjREFIMLoQQxzFN0+ocaDg9fjbsKiQQ0CoN5KtN+Y5EaIZGHXY0LBWKwU90EWYL9z75Jq3adeK7Lyfw8+wvyc3edVwWidfG5vSyZms+a7fl07ppNN1aJ9CuWQx6ffX3KzVNQ9UgoGoEyv6ualrZv0FVteC/NY2AGvycqkHW7v0AJCQk1Gt95Y+32WwkJiYe3osVQoSNBBpCCBFmmqZRWFiI3W4nOjqaxMRElCOUQ1TXtCm3N8DGXQX4/WqVgXy1UQi+ntKifAAMBhOaptX6esrb2zpOgkADDhSJt2zbiU/fHR0qEn/4hQ9p1rJtYy+vWlqFlDmtuj9a9Z8D2JxrZ1OuHaNBT7MmUbRMjCIywhgMKNQDQUVD2LVgVU9xcXG9jit/fEzMiRPcCXEiUDRJaBRCiLCwWq188cUXTJw4kczMzNDHu3fvzv33388dd9xBfHx8WJ9zR6GTnNLaOwV5fMFCX483gK+aWRk1cdtL2bz4O1bPSyMve2fo483bdOT8foM596r+WKJjqxxXnL+PN+7ui8FoYuLs1UcsyDoW7dq2kQ9fGoa1MJ/o2Hjuf+Zdup9xfr3PU2sgUMvnKh5b+Y9S5bzhFGUx0jwhkqQ4C4Yadjlqo1MU4iwGEi0GLu/Vk7N79mTatGl1Pn7IkCH89ddfbN68+aT6fhPiWCeBhhBChEFGRgaDBw/G6XSSmppKamoqCQkJFBcXk56eTnp6OpGRkaSlpYWt37+maazaU4q3lh0Nn19l/a79uNwB/DXMyqjOjnW/MevtEfg9blJSUhk48MDrmTEjnZkz0zFGmLnp8Xfods4llY71uJw8P6QXAONnriDiEAP+jkcVL+ah8kV9cUE+n7z8CFnbNqDTGxj8wGguSk498PgaAoGKnzteKTpoGmuhWXwkcdER1HbJr9cpNIk0khhpJMFiRF82x2Ps2LGMHDmSPXv21KkgPCcnh7Zt29KnTx9mzpxJVFRUmF6NEOJwSaAhhBCH6VDDxYDQcLGMjIywDRcrcftYn2Ov8fP+gMr6XYU4XT4CWrDDVF3sWPcbaS8/SHJyX6ZMmVLj6xk6dCgZGfO549nxBwUbGs+knE3A7+fNLxbQJKlu3YPC6eC7+lT4e21BQrgCAZ/HzfRxo/l76TwALrnhNv79fyMP2Rr4RGIy6WkeH0mz+EjMpuDrNul1weAiykic2YCumt2HDz74gOHDh9O3b1/mzJlTa4tbv9/PDTfcQEZGBqqq0qZNG95++20GDx4sOxtCHAMk0BBCiMNgtVpp3749vXv3Zvbs2Ye8KBowYABLly4lKyvrsNOoakubCqgqG3YVYnf6UDVw1iNd6sP/9uWqyy/ju+++O+Tr6d+/P7/8uoQnJs0PpVFFKBov3H4lJcUFPPfBdNp1PqXKsXUNBKoNBqqtHzj2dgQ0TWPhtx/x89fjAeh+bm9uGvkm5hOoSLwudAq0jjdzett4erSOx2ioOdgaP348Dz30UPA4nY5rr72WSZMm0bJlyyqPzcnJ4Z577iEjI4Onn36aqVOnsmvXLgAuu+wyxo0bx1lnnXVEXpMQom6kva0QQhyGxhoupmkahTV0m1JVjc27i0JBRl13MgD+/uU7/B43U6ZMqdPrmTx5Mj6Pm5WL5uAuS83yaGAu6zyVV1JCcQCKAgqFAYVCv0KBP/j3ooBCcUDBWvanJKBQGlCwqQp2VcGhKjjL/rhUBbeq4FEVvFrwj09T8GsKAU1B1Y5c/UFDKYrC1f+5n5ufeAejyUzmmqVMeOIWCnN2N/bSjji9ohGp04jXazTRa7hsLlZtymHaL5n8tnEf+0ucVY55++23Q0HGY489xg8//MDSpUtp164dQ4YMIS0tjQULFpCWlsaQIUNo164dS5cu5YcffuDFF19k06ZNvPTSS1gsFpYsWcI555zDgw8+SGFh4dF++UKIMrKjIYQQDaRpGj169KBnIxSuFjm9rM+xo2oaWtk8DK2sVei2vcWUOLxoGrgheBF+8Nqr+bemaXw+7AauurgX335b99czePAQFi9fxb0fzEFRFKIU+PipO9i1aQ03P/EOZ14anpqU41n29o1MfflhSovyiYyJ59an3qPT6fUvEj+WGRSNCAVMCujr8G2dEBNBtzYJdG4Zx9tvvs5zzz0HwDPPPMOYMWNQFAWr1crUqVOZMGFClQYLDzzwAHfccQdxcXGVzrt7924ef/xx0tLSAGjSpAkvv/wy9957L/qTKHVNiGOBBBpCCNFABQUFJCUlkZaWxqBBg+p8XPkd2Q079xKX0AS1bLZAoGy2gKoRahUamkGgVp45sN/hpcTlr3ReDcgrduBw+dA08HHogXwVOUuLmXBH7wa/nsemLiM6Np5IHUx9ZRibVixiwP3PcuG1Q+qxihNXaWE+U18dRnZZkfiA+0fTq+/Axl7WYTFWCC50DYiZNU1j9tRx/PDtZADGjBnD6NGjq33c3r17ads22C5437591aZTVbR48WKGDRvG+vXrATjrrLMYN24cl112Wf0XKoRoEEmdEkKIBrLbg4XYDR0utmnPfnYVudhtdbO3xE2uzUO+3UuBw0ux00eJ24/dE8DpDeD2q/gCwUBEAxyeyuP2NGC/1YnDFUyn8lO/ICPg87F7/crDej1elwND2cVmZEzwLrPrJJmlURexic3476ufc2bvfqgBPzM/fIHvJx9fk8QVwKRoxOg0EvUacXow6xoeZHw76c1QkDH47pF0vnggqzJzKXFUrj1SFIU2bdrQuXNnALZs2XLI819xxRWsXbuWDz/8kISEBP766y8uv/xybrrpJvbs2VP/BQsh6k0CDSGEaKDo6Gig4cPFIqOi6/R4TdOwFhWSk70ba1EhLq8fv1p5M7qgxIXN6QWCw/gOdemqBgLkbt/AylmfMuOl//LBbRcz9+0Rh/V6TJYoyhNTygONk2VoX10ZI8zcNPItrr75QQB+m/M/vnj5IdwOWyOvrGaKAhE6jdiyeotYPUToDkyNbwhVVfly/Mv8PPtLAG554Bn6ptyB0+Pn738KmLFkG3P/+Iet2cX4/Ae+m0899VQANm3aVKfnMRgMPPjgg2zdupX77rsPRVGYNm0ap5xyCi+//DJut7vhL0IIcUgSaAghRAO53W6aNGnC9OnT63XcjPR02nfuSmx87TsHttISpn/2Ebf1vZDrz+vK4Mt6cv15XRl67cXMnzYZZ9lFfGGpm9KyO8B+LbibcTBN0yjYvZ21c79k9mvDGH/7pXz5+H9YMvVddq37Db/HhTkmHkt0LDNmzKjf65kxgyatOhAwROL1B5+9fDq4yy6BxsGOhyJxnQIWnUacXqOJTiNGF0yPCkfHWDUQ4PP3n+PXH9NQFIU7H32JK6/7T5XH5RU7Wbp+L18v2sLS9dnkFjno0aMHAJs3b67XczZt2pSJEyeyZs0aLr30UpxOJ88++yynnnoqs2fPRrLIhTgypEZDCCHqqaioiNdff50PPvgAt9uNXq8nOzu7zsPF2rVrx4NPj2Hgnf+t8XErlizkhYeH4nY5SUlNZWCFAYAz0tOZmZ6OyWzh1mfH0qx7cDheoKwuA4KBRUnuHnavX8nu9SvYvX4FzpKiSs9hioym7Wnn0+6MXrQ78wKatu3C2h++YunUd+o3LK1dO3oNeYTTrhqI5vNj1OvYsXwuCz59jR69ruCO0R8e8jwnq+ztG5n6yjBKC/OIjInj1qfeb7QicX2FegvDERpB4ff7mPL206xaMg+dTs/Qka9ywRX/qvPxa5f+wITXRnHZ5Vfw6+JfGrQGTdOYNm0ajz/+OHv37gXgmmuuYezYsaFARggRHhJoCCFEHTkcDsaNG8cbb7xBScmBO/U6nY7k5OQ6DRfr338AS5YuJW3pX8TExlX7uBVLFjLq7pvo2zeZKVNqHgBYPjBv8OjxdOx5CUWFeWStXxEKLmz7cyodYzCZad3jbNqdcQHtzriA5p17oNNXXq/NWsznD15LnyvqNkfj+uuvZ8HPP9P/+S9IaN4B1GBlyM61i1n0ybO06HImtzw/hWiLAbPJgFLrrOiTU2MWiRsUDZMCEXXsFHU4fD4vn7z+OOuWL0JvMHDvk29x7iVX1+sc/2Su59XhNxOX0JS0+avo3rYJbZNi0DWgSMRut/P666/z1ltv4fV6MRgMPPzwwzz//PNVOlkJIRpGAg0hhDgEn8/H5MmTeemll8jNzQUgJiYGmy2YV3/FFVewbNkykpOTax0udvfd95AxP4MxH31N76uqv8CylZYwuPdZXNa7N999d+gBgDf078/PPy8kKrE51oNSb3QGA626nUXbM3rR7owLaNntTAxGU7Xn0jQNlydY+7Hn79/JePtR+iX3ZfLkyTW+nqF33828n35C0zSimjSj37B3iW/RHoB9mWv56b1HiGvRnoEvBPPwDXod0WYj0RajBB0HOZqTxA+3U1RDeD1uJrwynA2rl2Ewmnjgmfc4s1f9uz+5nQ4eGnghAGO/XUZUTBxmk54urePp1jqBhBhzvc+5Y8cORowYwXfffQdAs2bNeO2117jzzjvR6STDXIjDIYGGEELUQFVVvv32W5599ll27NgBQMuWLfF4PBQVFWE2m/nggw8YOnQo8+fPZ/DgwTidTlJSUkitkOqUnp7OzJkzMVsiGT12Ci3PvJjm0SaiTFUvIqd/9hETXnuufqlLbdsSCARAUWje+dTQjkXrHmdjMkce8hw+v4rbF6iUp77n799Z9MEo/F43KTfeyMCBAw+kbs2YwcxZszCYzFx02+P8+f3nWPftxBwdR/LD79C0fXeKsrcz6+X/wxyTwC1vzanynAa9jqiyoMMiQQcQDPYWffsxC74Oppp1O+dSbn78rcOeJK5wILgwHsXgopzH7eSDF4ex5a8VmCLMPPTcOE49+6IGn+/x26+muCCPUW//jy6n9qz0uaR4C91aJ9CpZRwmY/2CtIyMDB555JHQvI7zzz+fcePGceGFFzZ4rUKc7CTQEEKIg2iaxrx583jqqaf466+/gOBdzosvvpjvv/+eQCBAt27dmD59OmeeeWbouNqGi137n/8j+cb/EB0bi93jJ8/upVm0iZgIQ6Xnva3vhVx43jn1GgA4ePBg5v+ylFvfnYGlrAi7bq8T3F4/vkD1jXDd1mK2/f4jWxbNoDgnK/TxhFbtOeXKgXS75N+YIqNx26z89PYwCrK2YDRHcs0DrxPTtBXfPj0QFB03vzkbc3R8jcMJ9Tod0RYDUWYTkRESdKz/bT5p7z2Nz+umWdtO3DH6QxJbtqvXORQl2IY2QgEj4SnibgiX087Y5x5g+6Z1RFgieeTFCXQ7/dzDOud7o//LxrW/c/uwF7isX2q1j9HrFDq2iKVrmwRaNomq82BMr9fLhx9+yAsvvBDasbzjjjt4/fXX6xT4CyEqk0BDCCEqWL58OaNGjWLJkiUAxMbG8tBDD7FmzRoyMjIAuOmmm/j444+Jian+TrOmaRQVFWGz2YiJiaFJkyZsK3CSb/eGHlPk9FHk8tEsykSsORhsFOblMuCiUxs8MO/BL5ZhiY2v0zH+gIrbG0Ct6S1AA62sg5Td5WXll2+w47fv6X7VEM4fMgxLhLHSw93WYhaMf5LcbX+i6PRExydiK8oPfT6hZXu6Xdqfrhf1IyKy5jv0ep2OKLOBaMvJHXQ0pEhcVyG4MNB4wUU5u62E95+9j11bNxAZHcOjL31Ep1POPPSBhzDt4zf4+bsvuebG2xlyz+OHfHy0xUi3Ngl0bR1PtKX61MGD5ebm8vTTT/PZZ58BwVTJ5557jmHDhmEy1e0c4vikaRqFhYXY7Xaio6NJTEysc6AqqpLkQyGEADZu3MiAAQO4+OKLWbJkCREREYwcOZJvv/2W//3vf2RkZBAREcEnn3zCV199VWOQAcH2pYmJiXTo0CH0JpUUVfniJMFiwKKHlavX8NmEsTz+f4MZcmXwTm+DB+a5HYd8bHAXI4DT4685yDj4ABT0pmDuu95oQj34ME3DZI7k9KuHYDAa0SnQr8/lpKWlsWDBAtLS0rim9wWsnjWB6aMHk71xRY1PF1BVSp1e9hXa2ZlbQp7VgcPtQ9XqM37w+Nemy2k89PY3tOl6Ok5bCZOfvYeV86u2HdYrGhadRnzZjItoXTA9qrGvi2wlRbzz1FB2bd1AdGw8I1+bEpYgA6Blu04A5OzeUafH210+1m7L59vFW5m3ahf/5FgJ1LCLV65FixZ8+umnrFixgl69emGz2Xj88cc544wzmDdv3mG/BnHssVqtoc5jSUlJdOzYkaSkJHr06MHYsWOxWq2NvcTjUs1VhkIIcRLYtWsXL7zwAlOnTkXTNHQ6HXfddRejR49m+vTpXH/99fj9frp160ZaWhpnnXVWg54nzmLAoIPtWzNZ+/tS1i5fwto/lmErsVZ5bIMH5pmjan1cIKDiqm0Xo6Kyx5QPBlTKimI1TUPTQFW1UKcfTVXJ3riCRZ88S7/kvkyZMqVKmsmgQYNCnbLmTRjFNQ+8TpvTLqh9vapGqdNLqdOLXqcQGRGs6YiMMKBTTvz7ZOWTxGeMe5a/lv7EzA9fIG/3Dm646zEsBsNR6RTVENai/bz79D3s272D2IRERrwyidYduobt/C3blgUae3bW+9i9BXb2FtiJMOrp1CqObq0TaBpnqfHxvXr1Yvny5UydOpVRo0axdetWrr32Wq6//nreffddunTp0uDXIY4dGRkZoRq71NRUxowZU6nGbuTIkTz33HOkpaWRnJzc2Ms9rkjqlBDipJSfn8+rr77KxIkT8XqDKU2pqam8/PLLJCUlceeddzJ37lzg0KlStdm5cyeLFi1i0aJFLPh5Ifvz8yp9PjIqmm7nXMgp515Cr0su4/0n7+PC88/h23rWaPyyfDV3jJtT7Ra/poHXF8DjP9S88ApUDS0QwOP14wtorEv/kC0/f8Mp19zM2SkPEmHSY9QHL/Zd1iKmPz2wzi1x+/fvz8LFSxj0clqtaVQ10ekUok6ioEPTNH5N+4h5X40H4PRzL+HeUW8ReZhF4kdC0f5c3n5qKPn7dpOQ2IwRr02hRZsOYX0Oe6mVR//TG4AP01dgthy64UFtmsSa6dY6gc6t4jCbav7eLSkpYcyYMYwdOxa/34/JZGLEiBE8/fTTREdHH9YaROPJyMjguuuuIzk5mcmTa24nfvfdd5ORkcHcuXMl2KgHCTSEECeV0tJS3n33Xd555x3sdjsAffr04bXXXuP8889n+fLlDBkyhD179hAREcG4ceO455576pyjm5OTwy+//BIKLnburHzX1RRh5oxzL+Cci3pz7sW96X7G2fg1hb2lHjQNFk6bzLRxL9e761SPK/vT78GXqnw+oGp4vP7QzkSdqSpaQMXh9qFpsG7meLYs+JpTrr6Js1MfwqBXQhdlf//wJatnTSC7nkP+zk95kNOuOrx5ETpFCXavMhuJNJ9YQYepbMZFeRva1cvm8+k7z+D1uGnZthMPv/AhzVq2bexlhuzP2cM7T99DQd5emjZvzYhXJ5F0hNY3/KbLsZUUMXrsNDp0PS0s59TpoH2zWLq1TaB1YnSNP/Nbtmzh0UcfDdVstWrVirfeeoubbrpJcvmPM1arlfbt29O7d29mzz50O/EBAwawdOlSsrKyiI+PP3oLPY6dOL+RhRCiFh6Ph/fff5/OnTvz4osvYrfbOffcc1mwYAE///wz5513Hu+88w6XXXYZe/bsoWvXrqxYsYJ777231ouHoqIiZs6cyUMPPcSpp55Kq1atuOWWW5gyZQo7d+7EYDBwySWX8Oyzz7Jo0SJ+Xr+L97+cxe0PPsZpZ5+PwWDAbNQTY9KTU+SgxTl9MUSYGTp0KP6yYuya+P1+7ho6FE3T2PDzTH4c+xRuR2no815fAKfHV/8gA4LF4GVpUgCKUp46FcxtDwSCn9ACAbYu+47UlNQ6d+Vp2bIlKTfeSObS2RzuvS5V07C5vOQUO9iZW0pOkR2by0vgOKzpUBSI0GnE6DUS9RqxejDrDrSjPe/Svjzx5uckJDYjZ88/vPLoTWSuX9W4iy6Tm72TN5+4k4K8vTRr1Y4n3vz8iAUZULFO45+wnVNVYWduKRmrspi2OJM12/IodXqqPO6UU07hp59+Ys6cOXTq1Il9+/Zxyy230Lt3b9atWxe29Ygj74svvsDpdDJ58uRagwwAg8HApEmTcDqdTJ069Sit8PgngYYQ4oQWCAT4/PPP6datG8OHD6egoCDUmnbVqlVcffXVFBUV0b9/f0aOHInf7+c///kPa9asqbYew26389NPP/H4449z7rnn0rRpU1JTUxk/fjybN29GURTOOeccRo4cyY8//khRURHLli3jpZde4sorr6RNYmyl8/n8Kjv2lbBtdyE+jw9zdCw3jnyHjIz59O8/gJycnCprgOCuQP/+/VkwfwFdL7oGRadj0+Lv+fyRG/ln7TKcbl/ZbIwGfuE0jUCFAKU82NLKJn9rBOs03CXFFOdkMXBg9W1GazJw4ECKc7LwVAiMDpeqadjdPnKLHezKLWVfkZ3SYzzo0Clg1mnE6TWa6DRidMEp3TXFth26nsYz739Dh26n47CV8O7T97JkXtUi8aNp765tvPnk/1FcmE+rdp154s3PaZJ0ZFvBltdp7KtjQXh9Od1+/ty+n+m/buPHlTvZtrcYf4UCckVRuP7669m4cSOvvvoqkZGR/Pbbb5x77rncd999FBQUHJF1ifDRNI2JEyeSmlrPmyQpKUyYMOGwb5KcLKQYXAhxQtI0jTlz5vD000+zadMmAFq3bs0LL7zAnXfeGbp79ccffzBkyBB2795dbaqU2+1m+fLloVSolStXVtlpOPXUU7nqqqu46qqruPzyy2nSpEmN60qKMrK3xI2qauwtDBamlu8OmAAV6Hz2Jdwx5mO+HvMwbdu25cYbb2TQoEEVBualM2vWTIwRFu58dQotT7+Af/5ezU/jnqE4J4uZY+6jx1WpXHDzo5gstReI16byhZWu/Asb+lhA1fC6gp2uGtopy+d2Yo6Oa/Aaa6JqGg63D4fbh04BS1lNR5TZiL6R06v0ZSlREQoYGpBpE5/YjCfe+IzP33+Olb/+xNRxL7Jv9w4GDR2BXn9039Z379jMu8/ci73USttO3XnslU+Iiav5+z9cWpXvaOwJ345GTXIKHeQUOli+KYdOLePo1iaBZvHBuhCz2cxTTz3FbbfdxpNPPsnXX3/Nxx9/zLfffsuYMWO47777DnmnXDSOwsJCMjMzGTNmTL2OS01NJS0tjaKiIhITE4/Q6k4c8t0vhDjh/Prrr4waNYo//vgDCF7UPv300zz44INYLMEOM5qm8e677zJq1Cj8fj9du3YlLS2N008/nRUrVoQCi99++w23213p/B07dgwFFldeeSUtW7as89qiTHqKS11szynB66t8p11RwAz49Dou6dOXdRmXse7Xefw0/2dmzDhw17pZu078676nOadvCpbo4A5J+9PPZdBr0/j9m3FsyPiGzYvSyV7/B5f/9wVa9aj/gDQNKu1olOfvaBV2B3z+AMaIYNvbhnbKMtZhcvnhUjUqBx0mI1GWYOBxtIIOQ4XgIhydokwRZu554g1atu3Ed1+O5+fZX5K7Z+dRLRL/Z8vfvPfsfbgcNjp0O53hYz4iKib8QWN1WrXrDIQ3depQfH6VzD3FZO4pJi7aRPc2TejSKh5LhIE2bdrw1Vdfcd999zFs2DD+/PNPHn74YT7++GPGjRvHlVdeedTWKeqmvEavoTdJbDabBBp1IIGGEOKEsW7dOp5++ulQn/vIyEiGDx/OyJEjKxXuFRUVceedd/L9998D0LdvXy6//HJGjx7NkiVLQhOBy7Vo0YI+ffqEAouOHTs2aH3ZBTZWbsllb4kHr1r91aaig7PaJrC3oJD1yxcBkPrcJyQmtcLndmCyRBHbtCkW84G5HB5fAL8/gDHCwsW3P06Hc69g8ScvYNu/l7mv3MvpyTfRa8hDGMpmYdSFqmqV0q4URQ8cSJ1SVQ2n24uiRhDbvB0zZsyo15DB6dOnY4owE/D76nxMOKgaODw+HB4f+61lOx3mYOBh0IU36DBWCC50R6BGWFEUrr/5Plq268Sn7zzDhjW/8dpjtx6VIvGt61cz9oUH8bicdD3tHIa9OB5L5NHrvFSeOpWfuwefz4vReHSH6JXYvazcksvqrbm0TYqha5sE2jaNoXfv3qxevZrJkyfzzDPPsGHDBq666ioGDRrEW2+9Rfv27Ws8pwyKO7rKO4U19CZJQ7oQnoyk65QQ4phT3zfc7du38+yzzzKtrCWswWDg3nvv5dlnn62Se7t8+XIGDhzIvn370Ol0WCwWHI7Kg+4SEhK48sorQ7sWp5xyymG94ReWuliVmcfeguAdtIAGxYHqz9cmKZp2zWL4bPInfPbaUzTv2J1b35mBXlEwUpa7r9cRE2VGQ8Pu9OH2BVO5NA1cZcXfXqedP756jy2LZwEQ17IDV97/Es06n16nNXvdXjzeA+1wN/z4Geu/n0zHS27g7CEj0TQNu82JSacj6/fZbJ43qX5dp9q2JRAIEJPUmmsfeZeYpq3qtK4jRaE86DAQZTZh0Dcs6Di4U9TRsmvbRsa/NIziwnyiYuK4/5n3OOXMqpPENU3DXmrF43YSYY4kOja+3t/bm9Yt58OXhuH1uDnlrAt4+PlxRByFnamKNE1j2OBLcDlsvDA+nTYdux3V56+OJUJPl1YJdGuTQHx0BEVFRTz//PNMmDABVVWxWCyMGjWKxx9/PLSzCsHOR1988QUTJ04kMzMz9PHu3btz//33c8cdd0iHoyPAarXSpUsXrrrqKtLS0up83JAhQ/jrr79CNXmidhJoCCGOGfV9w923bx9jxoxh8uTJobqJm2++mZdeeonOnTuHHpeVlcXChQsZP348a9eurfK80dHRXHbZZaHA4qyzzkIXhrvbDrePNVvz2LbXWuVzxQEIaJXfpKItRs7slESBw8vIm6/lnw3ruGrok5xz3W1AsHuHAdAUMJtNODx+VLVy+lXFYANg95/LWDLpJZzWAhRFR88b/o9zUu5FbzDWunaXw40voKKqGqqqsWneVDb9MJn2F/2bc/7zBBpQUmQjwqhH8blY+OZt9LnycubUYY7GDf37s/CXxZgsMdiL8oiMa0q/R94loVXDdoqOBIvJUFbTYQrNC6mOooAJDZMuWGPTmNcd1qL9fPjSMHZt3YBeb+CWB5/hsn7B9sFOeym//zyHX39KqzTormXbjlx+7WAuvvoGIqNjazp1yN8rlzDhleH4fV5OP+9SHnjmPUwRdd8pC6dXH7uFf7b8zX9HvcX5l/VrlDXUpFm8hW5tEujYIo4tmzfyyCOPsHjxYgDat2/PO++8Q0pKCvPnz680KC41NbXSoLj09HQiIyNlUFwYaZrG119/zciRI8nNzUWv15OdnV3nmyTt2rXjnXfeYdiwYUdhtcc/CTSEEMeEgyez1vaGe8EFF/DGG28wduxYXC4XAP/617945ZVX6NmzJ3l5eZVmWezYUbkzjU6n45JLLqFv375cddVVnH/++RiNtV9414fXF+DvnQVs2FlQuc6hAqcKzgrpUzodnN2lGa6AxvoNm3hmyJXo9Qbun7wQc3yFPGANPB4vOoMBo6H6C+CDgw23vYTfv3iT7b//BECTdl258r4xJLav/i5wIKBSUuoMFakDZC74kk1zJ9H+gn9xzs1P4vP5cdhcGPQ6LCYD+VtXs/KL50hO7suUyZOrrVvJycnh7rvvZl7GfK558A0SWnVi3tjhWHN2EREVS/LDb5PUoUftX9xGYDEZgjUdZiNGvR6dcmDnIrTLdIzwetyhInGAqwfcyqlnX8TkN5/E63GTkpLKwIGplRoLzJyZjinCzL2j3ub0cy+p8dxrfvuZT954nIDfz9kXXcW9o9466ilLFX3+/nMsmz+L62++n/63PtBo66iNQa/QsUUcXVrH89uinxgxYgR79uwB4KyzzmLjxo0yKO4o2rRpEw8++GAo6OvSpQs5OTlcccUVMkfjCJFAQwjR6OozmXXevHlYLJZQId/FF1/M008/jd/vZ9GiRSxcuJCNGzdW+zx6vZ6HH36YV155hcjI8Kd6qKrGlj1FrNuej9tb+xTug9OnurSOJzLSRJ7Ny/QPX+XHqRM4/ZKr6T/yfXwEu1EFAhourx9V1TAadFgian5T1MoKoNUKv+L/WbmQZZ++gttmRac3cE7KvfS8/k50OgMBLbhzoWoagYCKw165AH7rz1+z8fuPaderH+fe8hQupxuP24dCcCcGFPK3rmbtN68Q8HlIufFGBg4cWOGCdgYzZ83CYDJzxd0v0ubUXkAwCJr/4ePs37UZY4SFqx94nVbdz6nvl/7IUzU0n59Io0JStJnEWHOtU6Qbk6ZpzP3mY777MjhJXKfT0a9fP6ZMmVLjz9bQoUPJyJjPwy98WG2wseKXH5jyzjOoaoBel1/LXSNewXCIXbEjLSP9c6ZPeYfzeidz31NvN+pa6iIm0kTbRBNzvpnMu2+/hd/vJzk5mTlz5sgF7hFmt9sZM2YM7777Ln6/H4vFwujRoxkxYgSLFy8Ovf9MmjSpxpsk99xzDxkZGfzwww/07du3EV7F8UkCDSFEo6rvZNYbbriBjIwMWrduzfnnn8/u3btZu3ZtlRSis846i/j4eJYtW0YgEKBLly6kpaVx9tlnH5HXkZVXysrMXEod3jofYw2AX1NIjDPTrnkcOTYPAX+AETf0wro/j5tHf0Cn865E1cDmDeD1Byj/ha3T6YiKMNR6N13VNJxuf6Vgw1VSxNJPX2HX6l8AaNrxVC6950XiWnUIPcbnC+A6aFDZ1oXfsHHOR7Q9P5nzbn2aUqsdtWzHJDLCiL6sIMHnsrNn7QJ2r5hLaf6e0PEJLdvTvfcAul7UD5OlctGw1+3k54lPkZO5Fr3BxJV3v0D7nr3r/HU8YgIqqs+P5vcHq8gPEm0x0jTWQmKcGYupcS+6q/Pbz98xdezz9O3bt04Xs/3792fxr0t4/bOMSmlUy+bP4ouxz6NpGhdf3Z87H3kRnV5/NF5Crf5etYRxzz9I6/ZdeHHirMZeTp0pCiyc8Qnffj5BUnaOME3TmDVrFo8++mhoJ6l///68//77dOjQIfS4ijvqKSkpVXbUZ86cSWRkJNOnT5cgo54k0BBCNKqxY8cycuRI9jSgkLiiU045pVKNxYgRI5gzZw4AgwcPZtKkScTGHjoHvb7yrU5Wbsklr9hZ72NdKvj0ek7t0JQ8uxdVg/XLf+HdR24jOi6Bh6csQtXpsTm8+FQVpcKFoqIoRJiNh0zdCWgarrJgQ9NAVVX8AZUdy39ixf/ewueyozdGcPbABzj1mv+g6HR4PT7c7srdoLYt+pYN302g7XnXcPYtT2OzHiigjzDoMRkrX3jaXV6KMv/gz2kvE53UltTnv8RQQ6oXgN/nYfHkF8n6aymKTk/v20fR9cKjn3ev+QNoPj+aP0B9ph1GWYw0jTXTNM5yzAQdP8/+khmfvlOvn6127doxcOhIru5/CwC/zJ3GVxNeAeDyfw3mlgeeCUv9Ujjsz83mqbuuxWAwMn7WyqM+Q6ShNE3jufv60/uiXnz77bQ6HydFyPWzY8cOHn74YX76KZhG2KFDBz744AOuu+66ah9vtVqZOnUqEyZMqFIj+MADD3DHHXcQF3d02jefSI6N3xZCiJNSQyez3njjjZjNZu68807+97//sXfvXjZv3sz48eNp06YNV199NXPmzMFkMjFhwgSmTZsW9iCj1Onhlz/38P3yfxoUZECw7WmnVvHkO3yhG+bL5k4H4Nyrb8AdgGJbsCgbLXgRXE7TQA2oBKj5eljTQFM1dEqwbsTrDwTrNhSFzhf/i/6vTKPV6RcS8HlY/c17ZLxxH7b87GrrSkKTwTUNv7fywEL/QQvQNA0NiIgN9ptX1UCNtSrlDMYIrrr3Jbpc2A9NDbDk81fY+MtRmHitgeYLoLo8BEodqE43ms9fryADwOHykZVnY83WfNZtz2P3/lKc7qPburciTdP49ac0UlLq+7OVwq8/foumacyf+UUoyLh6wK3c+uDoYybIAEhs1gpThBm/38f+nOzGXk6d2Uut5OzZycCBqfU6LjU1lczMTIqKio7Qyk4MbrebF154gdNOO42ffvoJk8nE6NGj2bhxY41BBkB8fDzDhg1j8+bNFBQUsHPnTgoKCti8eTPDhg2TIKOBjp3fGEKIk075ZNbU1Pq94Q4aNAi3283bb7/NrbfeSqtWrdA0jffff5/evXuTlZVF586dWb58Offff39Y7/55fH7+2JxD+tJt/JNTcljnOr1DIppOH7oId5RaWftrBgDte12L3eWrfL2raRDaydFCqUsVgw1NA79fxeUNYHf7cHr8+FUNo6FqqktUk+ZcPWIcF935FIYIC3mZ65jz7M1s/3UWVTa7Q5PBVXy+yoGGGlCBA48PlKWxGcoKhQPesmDpEHR6A5fd/hSnXhnslPTHt2NZ98NnVddyuDTQfH5Up5uAzYHqKgsuwsTh9rM7z8ba7fms2Z5HVn4pjqMcdDT0YnbgwFRy9uxk1hdjSZscrHv41+C7GXLPE8fcXXSdTkeLNsFOZUdjQni4eNzBGxOHMyhOVO+nn37i9NNP58UXX8Tj8dC3b1/Wr1/PmDFj6lyXpygKiYmJdOjQQWaZhIEEGkKIRhOOyawQHKB04403Mnz4cHw+H4MGDWLNmjWcc074iooDAZX1OwtIW7yVjbsKUQ993VyrhJgILHFRRFRIJ1q54Hv8Xg/N2nfD0qJTtcdpqgYVhuZpBC/xvQENp8eP3eXD6fXj8wcqXaArCpiqadOqKArdrkjhhjFf07z72fg9LtZOe5vfP3oclzX/wON0FXY0fJXT1jQIdbgC8Jd1qzKYgrMCVJ8Xfx0CjeDz6Lhw8DDOvu4uANZ+/ykrpn8QGhTYYKqG5vWhOsqDC0+lHaIjxeX2syffxrrt+azZlkdWXil2V93reBrqcC9mf0ybAsCA2x4i5c5HjtmLrZbtgj8nR3NC+OEqnzkig+LCZ/fu3aSkpPCvf/2LHTt20Lp1a9LS0pg3bx7dujX+jJWTmQQaQohGE47JrCtXruTss8/mu+++w2QyMX78eL799tuwbXNrmsaOfVZmLN3Gyi25eP2HecEL6HUKbds0xe4NEGXSoygKAVXjl+++BeC0K2+orvb4wJoCKlpZrYXHF8DtDeANqARQ0Gq5HlR0So0zIWKatSH5yY849z+PojOayN+yioWv/x+7V85D0zSUsh0NNVD9xXnFVrj+8h0NU0Twc35PnQMNCAY/51z3f1wwKFj0unHRdJb+73XUQD13HVQNzeMj4HARsDtR3V60GtZ/NLg8fvbst/Hnjv2s3prHrrwSbGEOOgKqis3lpbSslr+hP1sAg4aO4Lqb/hvO5YVd+YTw42lHIzo2npZtOzJjRnq9jps+fToGg4Hhw4fz559/HpnFHWe8Xi9vvPEGPXr0YNasWej1ekaOHMnmzZsZNGjQMRsgn0wk0BBCNJrExES6d+9Oenr93nDT09Pp3r07U6dO5dJLLyUrK4tOnTqxfPlyHnjggbC9ueQUOZiz/B8W/5WN3RW+1Je2bRLxlF2X6xQI+PysXfsXe7b8iaLT0/Wi6ougVVXD61NxuH3Y7R58vgCBgy7gFZ2u1upwnU6pceq1otPR/eqbuPrJT0lofyo+l501X73Giimj8XuC80oOLsIvVx5olBedA+jLAg3V70MNBCoFI3Vxep9BXHbnMyg6PduW/8SiT57D7/PUflBARXV7CdidweDC44V6BDlHi9vrJ3u/nb927Gf11lx25tYv6NDQcHl9FJa62J1fyubdhazemsfyTTn8tWM/e0s0Epq3ZcaM+tW5lF/M3nTfUySn3lnPV3X0tWoXHMy5b/eOQzzy2KHTKdw4+BbS02eQm5tbp2NycnKYNWsWfr+f//3vf5x99tlceeWVfP/991U67p0sFi9eTM+ePRk1ahROp5PevXvz559/8tZbb8muzzFEAo160DSNgoICdu3aRUFBQfjzhoU4ySiKwv333096enq93nBnzpyJXm/gsccew+fzMXDgQNauXRu2VCmr3cOCNVn8uGInBSWusJyzXFx8FBGRwQtwf0Bl295i9u238efCYHvOLuf2xhgVH3p8QA3uWjjK6i28/kDoQt7r8Va783GoYENfQ7ChlV2vRDVry2WPfMCp192DojeQs34ZWzKmArXsaGgqGlpo50IhWOAd+ry/7ulTFXW9sB997h2DzmAk66+lLBj/JF535eJ7zR8IBhc2JwGHC83rq7Yd7bHK7Q2wtyAYdKzamss/uSWUODxoZXUvXn8Aq93N3gI72/YW8+eOfP7YlMOarfls3l3E7nwbhaVu3BWK9H0BlRZnXE36zJn1vpg955Jr6HPDzUfktYZbq7LUqdzsncfFBXenlnFc2i2G1Uvno2kad911F35/7Tt1fr+fe+65h6ioKH7++Wf+85//oNfrWbx4MTfccAOnnHIK48ePx+Fw1HqeE0VOTg633HILV155JZs3b6ZZs2Z88cUX/Prrr5x++umNvTxxEAk06sBqtTJ27Fh69OhBUlISHTt2JCkpiR49ejB27FisVmtjL1GI45KqapxxcT9MEWaGDh1apzfcoXffjQZs2rQRo9HE62+9S1paWlhSpVweP79t3MfMZdvYnX8ECi4NehKTgt2vrA4P63bsJ7/YhU4NsP6X7wE448obcHn8uL1+HC4fLk8An1+tvgmSBj6Pr2Iddkidgo2DOgiVX9iiBQuzu19zK1eO+IS41l0IeIMBV+nebfhc1X9tAqoWKmxXFAW9oUKg4a1f+lRF7Xv2JvmhtzBGWNi3ZQ3z3n8Ut7U42CnKVtYpyuurd6eoY42maZTavWzZXcQvf+5h1rLtzP1jB7/+nc2GXYXszC0hr9iJ3eWrsYuXxxcgt8jB7nwbcV0uRWcwcVcdf7buuusuDEYTtz44+ki8vCMiqWVb9AYDHreL4v11C6gaQ9ukaAZc0ploXy5XXXYJK1euxGw2M3/+fPr3709OTk61x+Xk5DBgwAAyMjKYPn06ffr04ZtvvmHnzp088cQTxMXFsW3bNh566CHatGnDk08+SXb28dOBqz78fj/jxo3jlFNO4euvv0ZRFB588EEyMzO5/fbbJU3qGCWBxiFkZGTQvn17Ro4cSc+ePUlLS2PBggWkpaXRs2dPRo4cSfv27cnIyGjspQpxXHG6ffy0aic7C3zcO+ptMjIO/YZ7ww39mffTTwT8fpq2aMOTb0+l6WnXsOjPPRTZ3NUeVxf+gMqfO/KZvmQrW3YXHZHrVa8GzVvEo1cU/skpYePOQrxl08O3/vk7tqJ8zNFxxHQ+H5c3gD+gVRc/VKEG1Bp3GQ4ZbOiV0KA9CF7oHvzi41p35orHPqLFaRcFX4etkJUTHqBg66oq5wsEtFAql6IoKDodurLp0Q3d0SjXqvu59HvoHSIiY9i/azM/vPcwjoK8aoOs44HXH8Du8lFkc5Nb5CArv5QdOSXsKbCRb3VidXgodXopKA3uZOzKK2V/iQuXt/oUPpfHx95CO3v227CXdbgymKPo1u8RMjIy6vCzdQPzFyzggdHvVxrWd6zT6w00b90BODbrNJonRPLvCzrS97wOzJ2VRu/evdm7dy89evRg3bp1/PDDD8yfP5+2bdsyaNCgStcYQ4YMoV27dixdurTKNOq2bdvyxhtvkJ2dzQcffECXLl2wWq28+eabdOzYkZtvvplVq6r+jB6vli9fzvnnn88jjzxCaWkpvXr1YtWqVXz44YcyKf0YJwP7apGRkREaSz958uRqe5Hn5uZy9913k5GRwdy5c0lOTm6ElQpxfNlbYGfxX3twew9cIG9Y8xufvD4Sr8fNjTemMHDggcmsM2bMYObMmWiahqqqtD/jUq68aQRndG1LXNSBu+YdW8RydpdmJMSY67QOTdPYttfKmm15ON3ha296MJ8G0QnRJMZZ2La3GJc7gDcQwOHy4XD7+HHCaP5ZvZDTrh7MOYMfDXVtqgtFp2A2mzCa9Ada0B5MVWtN9fT7VQKaFtw5UTXcrqp1EFkrfmLt16+jM5pRfcGgrmXPa+jS7x4MEcEuOgoHrvuNeh1mk4GfXkjB57Zz1YgpxDZrS2Kcpc6vDVU7MECvLJgqzt3FgsnP4CwtJLpJC5LveY2YxJZ1P+dRFgioePwBvD4Vrz9QNs9ErTStvb70OoVoi5EosxFVDab6uWtoz2uJMKAVZrL0q9fw+9yk3HgjAwcODP1sTZ8+nVmzZmE0mrh/9Pucds7FDV5XY5n46mOsWbaAwXePpG/KHY29HACaxJo5r1tz2ibF4Pf7GTlyJGPHjgXg+uuv58svvyQ2NpbNmzdz6qmnAtCiRYtKaW71GRQXCAT44YcfeO+991i8eHHo45dccgnDhw9nwIAB6I+Bae71VVBQwKhRo5gyJdgFLSEhgddff5277777mJrpImomgUYNrFYr7du3p3fv3syePRuDoeaJo36/nwEDBrB06VKysrIkuhaiBpqmsW77ftZtz6/28057Kb8v/J5f5k4jb++u0MeNpgh8Xg+KzkCv6+/llIuvD94xV6BDizhaJ0ZXOk+nlnGc3aUZ8dER1CS7wMbKLbkU2w5RXHyYAhp4jUYSYsz8k2PF5vTh8PjwlLWI9ThtfPPEAAJ+Lzc+/wXmFl3q/RwRFhMmo772HQwtGETUJHQBHAjgqWbmQ9aKeaz9+jUSOvUkulkH9vzxHaAREZdEj/6PktDxLAIBFX1Z7YfJoCfCqGf+qzfhLi3k8ocnENe6C4mxZnS6WlIcVC0448Lvr7GI21aUy/xPnsJWlIMlpgl973mVhBYdaj7nUaBpwUJ9T1kwUf7fQw0qbCiPz4/D7UfTNCKMwcnspoNmpRgNOto0jcYYZaHEZidz+Y9kr/wBa97u0GMMRiOX9k0h5c5HiIw6Pgtov/tyPN9//RGX9k3hzkdfbNS1xEaZOLdrMzq2iENRFAoLCxk8eDCLFi0C4Nlnn+WFF14IXST36dOHRYsWYbFYKC0tpaSkBJvNRkxMDE2aNGlQOtC6det47733mDZtGj5f8Ge5Q4cOPPLII9x1111hH156JKiqypQpUxg1alRoQOFdd93F66+/TlJSUiOvTtSHBBo1GDt2LCNHjmTPnj11mqqak5NDu3bteOeddxg2bNhRWKEQxxeXx8/iv/awr/DQBYv7Cm1s3LaH5Rlp7F45CzSVqITmXHnrMzRtW7UnelK8hS6t4tFXuMOlKAcCjoq7HkU2Nyu35LK3wB6eF1YLv6qRbffhUzVKHJ5qh9ZtWfIdv339NgmtO3HDs1Px1taftgaGCANmkxFFAUWnD24tVKeWYCNQ1irX5wvg9VQNNP5Z/hN/TXudhE5n0/O2MVizNrD5u/dxFwfvwLY+/zraXn4bEZZIdDolePFr0PPzW3fiLNzHpfe/R5P2pxEXFQyKKj+5iurzo/n9dS7idpYWsmDyMxTn7sJkieaaoS+T1O6UOh17ODTAd9AOhccfrKM5Gk/u8vlxefxVuo1BsJuRyaAnwqTHbNTTJimGCLMJncVMYakLVQMTHn79eBT7d27EGGHh/54bz/k9z68tw+6Yt/LXn/jkjSfo3KMnT73zv0ZZQ6TZwDldmtG1dUIokP7777/p378/u3btIioqiqlTp5KSkhI6pri4mKZNm6KqKvfeey8ff/xxWNe0b98+JkyYwEcffURhYSEQbAl+9913M2zYMDp06BDW5wuXtWvX8sADD7BixQoAzjzzTCZMmMAll1zSyCsTDSH7TtXQNI2JEyeSmppapyADoGXLlqSkpDBhwgTpRiXEQXKKHMz+bXudggyAkpISls8cy+4V6aCpJHbpxSV3vV1tkAGw3+ri73/2V8pf1zTYsa+E9KXbWPJ3NjlFdpauz2bWsu1HNMgIqCqFpS4ys4tYsm0/u/JtFJS6apyMvXX5TwB0vehavN6GpW9pAS2UiqOptcyJUHTBXY9qqBro9boaY5TyKeTlrani25/O+fd9QKvz/gXA3lVz+XPKo1h3bwKCbXsB9Iby6eDBnaPytLDD7RQVGZtIv/veIqndKXhddjI+GcW+bWvRNA23owRbUS5uR8lh/T4OBFScHh9Wu4d8q5Ps/TZ25pSwO99GbrGDIpsbu9t3xIMMTdNweXwU2lzYnd5qgwwI/j9ye/2U2D14/SpWhxufwYDL60fVwOu0sXjiE+zfuRGTJZqBT42n0xm98B7nb1mhoX17dhz191+zSU+vU1ow+LJudG/bJBRkTJ8+nYsuuohdu3bRqVMn/vjjj0pBBsCTTz6JqqrodDreeOONsK+tVatWvPzyy+zevZuPP/6YHj16YLPZeO+99+jcuTMDBw7kt99+O2auWaxWKw8//DDnn38+K1asICYmhvfff581a9ZIkHEckx2NahQUFJCUlERaWhqDBg2q83HlxVsFBQUkJiYewRUKcXzQNI2//ylgzba8OhdY79y6gQ9ffoySghwUnZ6Ol91Gy7OS0et0dGgRi66WW68GvULXNgkkxhyoAwgEVLIL7OwrstM01kLbpBjMpppTIRvC5w9QZPNQZHNhtXvw+ALYNR2GCCNxUaYaj7PmZpH+wq0oOj03vT4TtxKFMTKi3rnHik4hwmzCWD5lvKwQu0aaVmXSdnkql98XwO3yVqkh2LrkBzamv0l8hzM5+45XK32uaMdatswZh6e0ABQd7S66kVOT78QUEcGS8Q9j3ZPJ+be/SGLnczFoGk2jjGEr4vZ5XPwydQz7tq1FUXRExydiK94f+nxC87Z0veDfdD73aiIs0dWe42inPdVVMMDwBwOFeqwl2mLEEmEkMiYSc1QEDrefgKuUtVNHU5qzg4ioWPo98i7tup5O68RojIpG3PGXvh/i83p4IKUXmqryzpe/ENek6RF/TqNBx+kdmnJ6h8RKO3SBQIDnnnuOV18N/oxcc801TJs2jSZNmlQ63uv1EhcXh9vtpk+fPvz8889HfM2qqjJ//nzeffddFixYEPr4+eefz2OPPUZqaipGo/GIr+Ngmqbx1VdfMXLkSPLy8gC46aabePvtt2nVqtVRX48Ir/C+254g7Pbg3c6EhIR6HVf+eJvNJoGGOOm5vX5+/Tub7P112z3QNI1F339N2uS3Cfj9RDdpwan/fhRTYgcgOAjO5vISF1lz3YU/oLE5q4i2zWJokxRNfrGLPfmloWneecVO9pc4aRYfSdukGCKMDf8V6PH6KbS5KSx1U+r0hAIpu8uLQ9MRYTEQG1n7m/a2st2MtqdfiCkqAbvNjeLzY4qoOTipjqZqlQODskCixmCjLBApDza0g441GnR4/QcKyAOBwIHaD63q3fQmnc/hnHvHsT1jEvvX/8Lu39Mp3rGanoMeR9EFvwalBUVENLFj0OtoeoivS30YIyz0uOQG8netR1NV+l19BYMGDarUSCB95mT+WvA/et/8FM06n904aU/1oKoazrIWx/W9F2g2GbBEGNEb9ZijzPgCAVy2Iv6c+gzO/buJiI7n8vveIqZFl1ABuU9TUDWN2kpnjmVGUwRJLdqQv283+3bvOKKBhl6n0KN9E87qlFTlhkVJSQm33HILP/zwAwAjRozg9ddfr7bGc9y4cbjdwaYK77333hFbb0U6nY5+/frRr18/NmzYwPvvv8+XX37JqlWruOmmm2jTpg0PP/ww99xzT72vfxpq48aNPPjgg/z6668AoZkgV1111VF5fnHkSaBRjejo4F2v4uLieh1X/niZSClOdnnFThb9ubvOnZyc9lI+f/951v4evKvX4cxLuSj1UQoc4KqQTlTq8NQaaJTbnFXEnzvySYiOQHdQJyZVhdwiJ/lWJ83io8oCjrrdznW4fRSVuoMpLAdNCg9oKvutLgJ6A5ZoEzFRploLOVU1wPY/gm2xu1zYD68/uKMQ8AXg0C+xCk0NTuQOPaWmBYOCmjpRVQg2Kt4t19BQFAWjQVc2v0PD5/WHTlzTha/OFEWX6x4hvssF7MyYiC0vi2UTHiEiJnjRp/rKU6fUSkXjh2tv5mp++d/LJCf35dMpU6qkuw4aNIjc3FzuGjqUjM+fp8f1T5DQ4aywPHe4BVQNl9uH2xdoUDqL0aAnxhIM4qLjogGN0oJ81k19GlfhXiJiErn4njcwN21HqdOLzeXFbNATGxWB2aIn2nD8ZlO3bNuJ/H27ydnzDz16XhD28ysKdGuTQM/OSURbqt4IyMzMpH///mRmZmI2m5k0aRK33nprtefSNC2UKtWtWzfOOOOMsK/3UE4//XQmT57Mq6++ykcffcT48ePJzs7mySef5KWXXuLOO+/kkUceoWvXrkfk+e12Oy+99BLvvfcefr8fi8XCc889x2OPPYbJVL8bLeLYdvz+VjmCEhMT6d69O+np6fU6bvr06bRu046ISAk0xMlr/c4Cflz5T52DjF1bN/LSsMGs/f1n9AYD//nvk1x+yzNEWKKrdCfy+NRKgcfB3F4/ewvs5BY7KLZ52LPfHkoJOlgw4HCwZlsuO3KseKt5nKZplDo87MwtYfXWPNZtzycrv7RKkOH0+NiTb8eHDku0BUuEoUoHoIPt27waZ0kBEVGxtDvjYry+4F314FyM+t9hVw8KGCAYfNSas1YWbFTKoip7uK4s2EABny+AUh6wVHM+vy+AtdhO7t5CHKYOtPzX8yR2vQBNDeAuCaZCuMr+C+Dx11JHUg8el50lX79GcnJf5nz3XY01dS1atGDOd9+RnJzM1nlj8buPrQnK/oBKqTOYeudqwC4GgF6nIy7SBIqCOcqM3qCndP8+1nz2BK7CvZjjmtHr7jeJadYudIymgdXpIbfYwYa9JWzeXUi+1XlY804aS6hOY/eOsJ+7U8s4Unt35dLTW1cbZMydO5devXqRmZlJmzZtWLZsWY1BRvnjCwoKAHjllVfCvt76aNasGc899xxZWVl8+umnnHHGGTgcDsaPH0/37t3p378/ixcvDlsdh6ZppKen06NHD956661Q187NmzczatQoCTJOQBJoVENRFO6//37S09Mr9bSuTU5ODrNmzWJv9m6uH3gb039ex86ckhqL9oQ40Xh8fn5em8XKLbmodfi21zSNhXO+4rWRt1KQu5emLVoz6u3/ccm1Q0I7AdWlcticVdvR+vwqucUOsgvslQIRn19lb4Edm8tb4zpUFXIKHazelsc/OSW4PX6KbG627y1mZWYuf+8sYG+BHXc1AY6maewvcbKv0IFi0BMVF4VeryPafOjUoPK0qc7nX43OYMJbYeiev4aZCLWpLtAAgulRtV0jKApKhTvZFS8odIqCUacLDgQsCzS0stQpn9eHzWonf18h+/bsp7jIhqesW5ViiuaUfz1K92uHBbtgAdmrviN79fdoqlpj8FcbjcpD7nKKHKxaPBe/z8OnU6bU2oIcwGAwMGXyZFS/l/zNS+r9/EeC369S4vBQbHPj8QYaXLeiKAqxUSYUnYJOr8MSY8G+P5vlkx7Hbc3D0qQlZ//f68Q0rZrvHigvzlcUCu1etmYXszIzh01ZBeRbHfhrGAZ5rGnZtrwgfGfYztkmKZr+F3fmyp6V5/WU0zSNV155hRtuuIHS0lIuvfRSVq9ezbnnnlvreZ988kkA4uPjqxSINxaz2cz//d//8ddff/Hzzz/z73//G03TmDNnDldeeSXnnHMOU6dOxeut+XfpoWzbto1rr72WgQMHkp2dTceOHZk7dy6zZs2iffv2YXw14lgigUYN7rjjDiIjI7n77rvx+2t/0/f7/WXDY4JvqIt/TOP/Uq7kuVfe4euFm1i+KeewphYLcazbX+Jk9m87yMqz1enxToeNj14dwTcfvU7A7+fsi/vw3Lg0OnY7vdIQv+pSj+wuH4Gyi92AqlJQ4mJ3NbsM5VRNK6vNcNW4noCqUWL3sHZbHjOWbmXp+mz2Ftprzd13ef3s3m+jxOHFYDQQnRCNolB2V7n21+9x2sj6cykAXS/6Fz5/5YvMhgQamqqh1nClWlsnKk0Lpkrpy3dgDjqFFlCxmIyhIny/z0dedgH7c4qxlTjx+wKhi9WKVE0jqfvFNO12Ufki2LXsK/6e/gJFuXtqfS0Huj25ybc62VNdtyeXl9y/F5CaklK/7oA33kj+hp8btdOO1x/A6vBQbHdXu5NWX7GRJgxlqWhRcVHY8rL47eMReEoLiGzalrPvfB1zXLNqmwxU3L3QldUcqCoU2TxszbayMjOXjVkF5BU78B3DQUerdp0B2Lfn8Hc0yqd5J5/XgaY1DJi02+0MHjyY0aNHo2ka9913HwsXLqR58+a1nnv9+vVs3rwZgEcfffSYGzqnKAp9+vRh7ty5bN68mfvuuw+LxcKff/7JHXfcQfv27XnllVdCOzJ14XK5eP755zn99NPJyMjAZDLx3HPPsXHjRv79738fwVcjjgXH1nf4MSQ+Pp60tDQyMjIYMGAAOTk51T4uJyeH/v37k5Exn4ee/4DH3/iU1h264rCV8OX4MYx+YDDf/fgzs5ZtZ/Zv29m8uxBPAy4ihDhWbcoqZO4f/9R4oX+wXds2Mubhwaz5bUFZqtQoHnjmPSKjg0OkKt7trq7DlKpBqd2L1e5hd74Nq8NTpxvBJQ4PewvsoQsrfyB4N3lfoZ1duSXkWZ3Y3T78qkax3UNWno3CUlcoqCmnaRqFNhd7C4KBiE6vI6ZJDAoKUWYjev2hK2p3rl5EwO8loVUnEtt1q3KxqalasAC7PrSyYKOG7kQHd5mq+HqAysFGBS6nC7fNiccRvFmi+gNVdmr9B120KyihIM1gDta8JXQ8G73Jgi1nK799OoLNv81BDQRwewOUOr3sL3Gxt9DOztwSduaVsq/QQUGpm1KnF48vUKULlt9tw164l4EDBx7qK1PJwIEDsRfuxecsrddx4eDxBbDa3JTYPfgO/n+uafjdNny2AvxuW50DoWiLMdT1yGQx4SzYze+fPI7HXkxU8w6cfedrRMQkolD9z1PFIFGppuOQqkKxzcO2vVZWbsll464CcouOvaCjZZuOAJQWF2K3lTToHE1izVxzbnuuu7ATLZpE1fi4nTt3cvHFFzNjxgyMRiMff/wxEydOrFPaz4gRIwAwGo2hvx+rTjnlFCZOnMiePXt49dVXadWqFbm5uYwePZq2bdvy3//+NxQ01eTHH3/ktNNO46WXXsLr9ZKcnMyGDRt48cUXsViqD+LEiUWKwWuRnJzM3LlzGTx4MO3atSMlJYXU1NRQN5P09HRmzpyJyWxh2IvjOe2ciwF47oM0Fv/wLd99OZ7dOzbzxuO3c9FV15N613AKS92s2JxLhxaxdG2dQKvEqAZN/hSisXl9AZZt2MvO3LpdsGmaxi9zvyFt0tv4/T6aNm/Nf596m47dTq/0uEqBRjW5U26vn39yS6pNZTgUm8uL1eHGYjJWuXA9mKoFA44Sh5e4aBPx0REEAhp5xQ48ZfUUik4htkksiqJgMuiwRNTtV2rF2RmKouCpZuck4A2gt9Sv56imBQONaidv19CJ6uC4xBhhxO1w4/P6CPgDlOQHZ1GUD0PUDgrrVC2YtlWRogu2/DWbDOgNwf9P5rgWtL30Dv5Z9An2vZtY8d0Etqz9la7X3Ic5tv6Tft0lwenyDe0OuHLKg0QmtMAc3xJLfAssCS2xxLfEktASY2RcWH8ve7x+HDUM2Qt4nJTu+A3btl9xFe8LfdyS0IqYrpcT2/kS9BGR1Z63vMMUBL8XvSV7WPHpM/jcdmJadeWsW1/CaAnWDNbUFtpf8f+dAopBj1ZDDY2mQbHdQ7Hdw44ciI2KoGmsmcQYS9UhjEeZOTKKJkktKNqfS87uf+h62tl1PjYm0sR53Q5M867NwoULGTx4MEVFRTRv3pz09PQ6z3jIzc0NtbFNTU0NNZ451iUmJvLUU08xYsQIpk+fznvvvceaNWv45JNP+OSTT+jXrx/Dhw/nmmuuCX39srKyePTRR5k9ezYArVu3ZuzYsaSkpMg1z0lGAo1DSE5OJisri6lTpzJhwgTS0tJCn+vevTvvvPMOff6dwh9braGP6/UG+txwC70uv5aZn49j2fyZLF/0PeuWL+L6m++jzw23sGNfCTv2lRBlMdKtdQJdW8cTEylFUOL4UFjqYuG6PdicdcvXdTpsfPH+86z5Ldi7/eyL+/B/j74U2sWoyFOhFqLi9bLPHwjuOJRdlHv9gUMWXGuahj+g4fEF8Fa4E1/q9BJtNtUpMFA1jWKbh5xCB6qmYTEZUBQFRVGIaRKDTq9DpwTTV+rCmpvF/p0bUXR6Ove6Bn+g+l0In8+HyWIKznhwlODzuDBGWDBF1XwxpAU0VH0tAVRNnag0ULVgEbrP40PRKWiqhr9CYXJ5MfjBGzYB9eAdn2B71uAOl4JHDR7ndLrw6GNpdfVjWLf8QsGa6ZTs2ci6L5+g4+W30/zUK2rv0uX3UbpvC8VZf1Oc9RfOgt1Aw7sDovpxFmbjLMyu8hid0Yy5LPiILAs+goFIi9AOzSFpGi5vIDjFu4bdJMfeDeQu+QjN7yUlNYVBAweGbmRNnzGDmenTKfrrO1pcdh9RrSsH5EaDnmjLgR0IT/FO1n79En6Pk7i2PTjz5hcwmA/cla82+Awuk0BAC+3EKUZjjYHGwceV2D2U2D3soIS4KBNN4yyNGnS0bNc5GGjsqVugERlh4OwuzejWJqHGr085TdMYO3YsI0eOJBAIcN555zFr1izatGlT5/W98MILoZ+n8jkbxxOTycQtt9zCzTffzLJly3j33Xf57rvvmDdvHvPmzeO0007joYceYv/+/bz22mu4XC4MBgPDhw/nueeeO24CKxFeMrCvHjRNo6ioCJvNRkxMDE2aNAm9Mc5fvYs9NcwL2Ll1A19PeJWdW9cD0KJtR27676jQDki5VolRdGuTQPvmsaF8WyGONZl7ili+KafOw8x2bdvIx6+NZH9uNnqDgUF3jaBP/1tqvKj8e+d+Sh3BAKbE4SGnyIHD7auSXhRhDLblPJimafj8B4av1TbozGzSE2MxVegJW1VADc7vKE910ekULCYDzVomhOZdxEWZ6nxxtWrWR/yd8RVtz7iYvg++gdPtx+Gumnbmc9nJ2fALu36fgzUnK/Tx+Jbt6XTpADpeeC2mgzrcKYqC0WzEZNDX9pLKdjUUVFXF5wuEdinUgIq/LNDTNI3i/GIc1mCHpuKsv9k461Uim7bj1MGvUur0oqrBgXLeQLANrqYGz2Qy6NDpgqlk1o3z2L96OrGdL6Jl73tCazB4iti9+BNsOVsBSOhwNl2uvoeI6Cah53dbcyje9RfFWX9Tkr0J1V+5EYAxwsyA/jeQ9u23dfraQ7Dd7ew539Oiz2Pg9+AtzcNbmou3JA9faS4+R2Gtnbr05phgEFK2ExKZ0IrIJi0xx7dAb4wIDtnz+nF5ah+y59i7gX0Lx5LcL7natrzAgba88zJo1eeRULCh0+mCrZvLLo5tOZvZMPN1Aj4PiZ3O4tQhozGYKqelRBj1NQbmsZEmIkwVhs7ZHIc1UDE2ykRirIWmsebDmlVTX9M+eYOfZ3/JNQNuY8i9T9T4uAijnrM6J9GjXZM6vde63W7++9//MnXqVABuu+02Pv7443ql/jgcDhITE/F4PJx//vmsXLmyzscey3bs2MG4ceP49NNPQzPIyl144YVMnjyZ0047rZFWJ44FsqNRD4qikJiYWO0wvgt6tGRv4bZqu+107HY6T737Jb///B3pn71P7p6dvDf6v5xz8dUMvmckTZu3BmBfoYN9hQ5MBh2dWsXTvU1CjYVoQhxtPn+A3zbuY8e+uuU/B1OlppE26a1QqtS9o96iU/fae8aHJlQHVKz2YEeeah/nD4TShFRNw+cL4PGreOsxg8DtDeALeIiLMoVSgyp/3o/d5at0PlXVMEVb8GqAP0BsZN2DDFUNsH3FfCCYNgWE5mdUlL91NWu/eYWAz0NqSgoDB7510AC68Wz8YQoXDX2JlqcemBmgaVrZ7oSGvrpIQwM0FdUfQNHrCahqlVSocoqiYI4043G48bh9odqWQEDF6fbj8wfw+IJ/qny5y57ar2oo+mAwpvorB1OGmCTOHPQCe9f+QNbybynetY61U0fS/LQrCfjcWHf/jad0f6VjjJHxJLQ/k/j2Z5LQ7kzyM5cxc+bX5Obm1qkgvLw7YCAQIHfJJ7RNHlllp0AN+PDZ9uMtzcNXMQix5eF3Wgm4bThybThyt1U5vyEyAUNMcwyxzTDFtgj+iWtOREwSOv2Bt9uAx0nuko9I7pfMnO++q7FjVnlb3hv692fBwo/okPImBnMUcVGmUJBRtGsdW+a+i+r30azbeZwx5BlUXdVai9ru2B9800AxGtG8dau5qk6pw0upw8vOnBJiIk00jbWQGGuuMuAu3MoLwnP2/FPt5w16hdM7NuWMDk3r/DObnZ1NSkoKq1atQq/X8/bbb/PII4/UO/1n4sSJeDzBQPl43M2oSefOnRk1ahR79+6tMhJg7dq1vP322wwfPpwzzzyzkVYoGpvsaITRii05bNhZWOtjnPZS5nw1kUXff4OqBjCaIrh20FD6Dfw/TBHmKo9PiImge5smdG4Vd8R/SQtRk2Kbm4V/7qbEXvdUqc/ff461vwXzkc8471KGjnyN6Nj4Wo/TNI1lG/YGAwy7B7fXT4mjajtbCF5Mmwx6dDoleLF+GL/JdDqFmEhT6I6vpmqUurzVdgSKjY8iOi6YkqJTFKItRqLMRiwmwyG7TWVvWknGuBFERMVy0+uz0OmNFJRWDqTyt65m5RfP1TiADirc6c6Yz2UPvFkp2DCYDBgNegyGCnMvVK0sCKnwRVIUfFrlL1vAF8Dr9ZWlP6mUFAWL54v2l1C88y/2ZLyFKb4VHQe8DIDb58fmrHpBGmEM7qgY9Dq8WcvJ/e0zotqcSZurHw09Rq/XkRBtwp63k/zNS8jbtDg01C+0RL2B2FbdSWh/FvHtzyKqabvQBZ6qalitxWz9diTX9Lmi1gt2CHYHvOGG/ixY+AuYovDbC9CbY2nTdwTmJm1rPK4i1ecu2wGpEISU5uMtyUH1Oms+UNGhj2qKMaYZxtjmBJzFePb9TXb2njoHSG3btiPx3EF0OP+60EVywfaVZP44Dk310+LUizj7pqdx+6v/Jow2G2u8ODYZ9cRFVUj9C6gEHDV3aWuoaIuJpnFmEmPNWEzhmw5fbtvGtbzx+B00SWrJm1/MD31cp4Me7RI5q1NSneuoAH777TdSU1PJy8ujSZMmpKWl0adPn3qvKxAI0Lx5cwoLC2nVqhXZ2dknRJ2C3+9n/PjxPPvss9hsNnQ6Hffddx/nnXcen3zyCX/88UfosX369GH48OFce+21x1ynLXFkSaARRl5fgOlLtlZqz1mTvbu28fVHr5H59yoAmjZvzZB7HqfnRVdV+wtIp4P2zWLp2iaBNk2jT4hfUuL4sG1vMb9v3Ie/mham1cn8exUTXhmOx+Wo1Bq6ZduOXH7tYC6++oZqazM0TWNvgY3Ff+8N3T33+VWs9gMX4qqq4VdV/AGNgKqiKDqizeELwMu7RtldvmrTXqJiLMQ1OZCuFBlhRK87MPMj8hABxy9TXuSfVT9z6hUpXPSf4XjKOi6V87nsLHzzNvpceXndLpz792fR4iVcN2ZGKI1Kb9Cj6BQsBl2tOzv+gIrTG8BY3tJUC7bV9ZWlTnk9PpxlnabQNHb/tYId372MKa4lHW8MDhnz+lUcbm+V7w2zUR8sLFYU1H1ryVnyMZEtTqFtvyfwO4tx7N2IY98GXDmb8LurTznVR0TS5aq7Sep+cZXPebx+7O7gTpNi+4fMWa+RnJzMlMmTadmyZZXH5+TkMPTuu0MpSBEJbcle8A6e4mx0pkjaXP0olmZdavxaVUfVNLw+NdR9SfXY8dvyg3/seaG/B2x5aIHKAbrBYCAlJYVv65PyNXgwPy38jZ63vYOiKOzP/J3MeR+CptLqzMs5Z8iT+ALgrabgXFEg2lxzDZFep9AktvKNroDdWbVTQBhFW4zBnY648AUd9lIrj/6nNwAfpq/AEhlJ19bxnN2lWbWD9mrzySef8NBDD+Hz+TjjjDOYPXs2nTp1atC6ZsyYwaBBg4Lr+vBDHnzwwQad51jy+++/88ADD/DXX38B0KtXLyZOnMg555wTeswff/zBe++9R3p6eqiLXvfu3XnkkUe4/fbbiYqqubOXOHFIoBFmmXuKWLZh36EfSPDCavXSDNImv01xQXBq7mnnXMxN942iRVmrvupEmg10bZ1AtzbxxEbWv/OOEHXhD6gs37SPrdnWOj1e0zS+nvgqS36aDkBKSgqDBg2qkPKTzsyZ6ZgizNw76m1OP/dAp5Ziu5tduaUUlAbbxobW4FcpKHXiD2j4A2q1naIsJiOGOrSUPeT6CV7AagS7+Rx8RnNkBE2S4kL/rinnXacLBiAHBxwep41vnhxAwOel/1OTadq+Ozant9KNiX+WzWLzvElk76nHne527Tjrxgfp3DsFvy9YvG2JshAZYQimlakaqqahqhDQgkP9NC1YxO3zqxiMeoxlF3o+jw9/WSqXw+4KBR0A1l0bWPfFKIyxzemU8hoQnCXiDwTPU55+oyjBr025QO6f5P36EXpLHHpzDN7iysXXepOF+LanE9/+LBLan4nf42BrxvhQkXazHpfR6fI7MJijUMvqZby+AIqi0KRZHBFmE4Xb17Al/U0Cfg8pN97IwIOKqmfNnIViMFUqqg54nGQvfB93/nYUg4nWVz5UJY2qOgFNw+sL1Hl6tqZpqO4S/LZg8OErzsa541fS0tJCF591kZaWxpAhQ+h+y4c4sv8k+9cpgEbrs/twVuoIFJ0ep6f6dCeDXhf8fqxF0zhLpboezeND9TR8OFt9RJkNJMZZaBprITLi8IKO4Tdfjs1axIQvv+em/tcQH12/90iv18sjjzzCRx99BATbIX/22WeHVcjco0cPtmzZgsViobCw8Lhu67p//35GjRrFp59+CkCTJk14/fXXGTp0aI07FVlZWXzwwQdMmjSJ0tJgl8KEhATuu+8+HnzwQVq3bn3U1i+OPgk0wkzTNGb/voOi0roP6PO4nfzw7WTmp3+O3+9DbzBwdf/buP6m/2KOrD3ib9Ekkm5tEujYIk4KyEXYWO0eFv25m2Jb9WlLB3M6bHzwwkNs37SOfv368emnn9aY8jO0LOXn4Rc+pONpvdiVVxqqw7C5vGU9+oPTo90ef61TvaFuF1GH4lc13N5AaOq1TqfDbNKH6hxMEUYSm8eHdhL1Oh2REXpqy5XS6RQiIwyhgGPL0jn89tVbJLTqxI3Pfo6CQkGpK5TNpGkav75/D/0uv7Bed7oHDx5MxpIVXPbIJ6hl54mKjUKvU2pNUfD5A6HgwBhhxGDQ4/V4CZR19bIW2yrlVZXs2czaTx8nIq45HW4MBhp2lw8NLdTdK6BqKIqGzlWAJ3cjntxNePIyQa04O0jBnNieyNank9TpbBLbdq9UvwDBeo7df0wne833oGmYopvQ4Yp70CWdEtzF0CkkNovHVOGi1Oe2k/fXInLW/Ih9/4FgxpLQkpiuVxDb5RL0psptYlWfh72/jMe5bwPo9LS67L/EdDiv2q9XQNXw+useYNTE7yggf+5oFixYwNVXX13n4xYsWEDfvn1p2vNGCv6cBUCrc/rR7boHUBQd/oCKP6AGO6IRDPiCfw+2Xo4wGdDpgjNOqpMQHXEg3Q5A1YK7GkdZpNlQVtNhIcpc/6Bj3LP38PeaP/jiiy+4/fbb63VsXl4egwYNYunSpSiKwpgxY3j66acPK4Pgjz/+4KKLgkMrH374YcaNG9fgczUmVVWZNGkSTz31VKhz29ChQ3n99ddp2rRpnc5hs9n47LPPGDt2LP/8E6yjMRgMDBkyhOHDhx9yoro4PkmgcQTkFDn4ccXOeh+Xt2833378Bn+vWgJAXJMkBg19jAuu+Pchf9EZDTo6tYyja+sEmidU33NdiLrYsc/Kbxv31ToVu6Ks7ZuY8MpjFO/PITk5mTlz5hwy5ad/WcpPyqjPMZmjUVUNp8dPbrGDghJXKOVH08DuPvRd1SizscY5AbXRCKY8VleQraBgNukxm40ktWiCUpYipSgQFVFzvnvo3KqKGvChBXxE6FWWfPI0hXu2clqfwXQ890q8bjclNgeqz0vA78PrKGHD9xMafKf70se/xhgZTEmLiYvEaDBUKng9uE2uZqp8hzbCYsLn9Qc7T/kD2EsrX2SWZG9h7ZSRmBNacOqt71Fa4gzdQVe9Ttx5m3Hv24Q3fzOqs6jKOnVGM80vup3IVqdhMAfTvMwmQ61tvUv3ZbI1YyLuklwA4rpfQYteQ0hq0zKU8nUwj9fPzk1byPluFABtBo4jqpa70VrAT87ST7DtWg2KQvOL7iC+22Whz/sDwQCjpha19RXw2MmbPbLB/5/Lte51PV373Rv6PvR4AzUW9pfXMgFlQYiCTqeEhvgpOoixmIg0G4PBddm3tupwozXiYD5LKOgw15r6BdAs3sJ53VswZvTjTJw4kVGjRvHaa69V+1hN0ygsLMRutxMdHU1iYiJr165lwIABZGdnExsby1dffcV111132K/hmmuu4eeff0ZRFLKysmjbtm71QMeSNWvW8MADD4Q6ZfXs2ZMJEyaEAqj6CgQCfP/997z33nssWbIk9PHevXszfPhwbrjhBvT6xp3LIsJHqouPgJZNoujYIrbOg8zKNW/VjmEvjufvlUv45uPX2Z+zh8lvPcWvP07npvueol3nU2o81udXydxTTOaeYuKiTXRrnUCXVvFENuCOkDg5BQIqf2zJZcvuqheJ1dE0jcU/fMu3n7wZ3InT6/n0009rDTIgeAdr8uTJtG3Xjg2/Z9CyZz+cnmABst3lrVxXUMfYwRdQiTgojUlTVbSyC/3yC/6K/w74vXg8HlS/F031Q/nnVX/ocaWan6hII0WaH9XvRfX7UNTg5wK+4L8Dfm/ocwG/F7Xs42qg+jSWjQvT2LgwrdrPQcMH0Pm9rlCg4fcF0Ov1aGj4nHZ2/vET/yybXalNblyLdrS7qD/teiVjiozB4/YFB/opSqWUqXKhwErTiI2PpHTfNmyZq3DnbMRXtCs4n6OczoApqQvmFqeij2xC8fLJ6IwWYjtdWOmch9odMDXtTLvrXyB/zXSsmxdSkrkYT95mIgcMJ759NWlOZcXtijkexRCB5vfgc5VALYGGojfQ8rL70BmnUrJtCXm/f47qdRLboy9evxq2AAPAW7iT0g0/YDAYmD59er0CjekzZmAwGPD7/bS+IIWuyf8X+n8SCNTcPQyo9HOkUZbOdVBdjaoeSOPTKcFdu4DXj9/pxqDXYTDoMOp1GPRKtR3ajgSX288et409+TbMJgNN48w0jbVUqrdIiIng3G7Nad8s+L1/6qmnArBp06Yq57NarXzxxRdMnDiRzMzM0MdbtWpFfn4+fr+f7t27M3v2bE45peb327rauXNnaEBf3759j7sgo7i4mNGjRzNx4kQ0TSM2NpYxY8bwwAMPHPL3fG30ej0DBgxgwIABrFmzhvfff59p06axdOlSli5dSqdOnRg2bBh33XUXMTExhz6hOKbJjsYRYnN6SV+6rc6zBg7m83qYP2sqP0ybhNfjQtHpuOLaQfS//WGiY+IOfQKCd17bJsXQrU0CbZNiDjmQSJy8Sp0eFq3bQ2EdU/5cTjtfjH2B1UszAIiMiuG6f/+Lb7+dVufnHDR4MD9k/EK7S25BU/2oAR8OpxO/11spOPB43BDwo6nlgULw76HAIOBHU/2hAEAt+xha492JrYmi0xMRHY/BGIFiMKIzGNEZTOgNJkChYMe6sOxoGE0GoqItFG5dxYrPXsDvdZe1yR14UJvcmeiNEZx3xws079ELW6mD6JhIbKVO1IOCgIJtq1j/9YvoDBHojCb8LlulzxtimhPR4lSiWp2OsVk3tLIWq77SHPb/9CK6iCi63vRB5a+HotA01lIloKxYi1HOnbeF3N8+K2t5q9DmwhvodNXt6I0RlY5zeXxkZ+WT98OzBOz7SbxqJAlte1Tf7rcCTdPYv2Y6xRvmARDdox8xZ/QPS+MNz/7t2Df9iCf3wMWvXq8nOzu7Hl2n2hIIBGjRayCn9Luj0ro8h2jpXJeOhXq9jsiDHqdpGtZ8a5Vz6xQFvV7BoC8PPsr/HPjYkWxYYjbpadcslj5nt+X87i0qPdfChQu5+uqr6dq1K1u3bg19PCMjg8GDB+N0OklNTSU1NfVAHc/06cycORO9Xs8333xDSkpKWNZ57733MmnSJCDYwerii6s2NjgWaZrG//73Px5//HHy8/MBuOWWW3jrrbeqbbYQDnv37mX8+PF8/PHHFBUFb3bFxsZyzz338PDDD9O+ffsj8rziyJNA4whasy2PP7fvP/QDa1G0P5fpU95h1ZKyN7/YeG68/WF6J6eiq8fWoiVCT+dW8XRv06TexXHixLYrt4Sl6/firWOq1O4dm5n46gj25+xBrzdw3c3/5bv/jT/sVJAjStGj6A3o9EbQG0FnQNEbUXRGFL0R9JX/regNRMXGYIgwo9MHAwK9wURkZCRGUwQ6Y/Df5UGCzlj23/LAwXjgc4pOz8K37sRdWsB5tzxLqzN6o2rBQXcRRh2Gsp/jw6nRmLf4D869f0LogktRFNy5m/hj0lN1bpN74T2vEdG8R6iAPOD3UpK1kaIdaynasRZHflalY/URkcR1OBNzi9Pwx3TCEBWcL2Q2GjDoleBEbE0L1SQoehPdbvuoyhoSYsyV6suqm11iMOhJbB6PFvCwPWMyOeuCrUsjm7ahx4DhxLbuDgR3SBwON7n7iihY+Bbegh0kXHwP8Z16HXKKvNev4vWrlG76Edvfs4Pn73wZcef+JzQVvb48+VuxbfwBb37Z3XNFh6XDhUR1uRzrkrFcc9UVzJlz6O5i119/PfPnz6fJWTdw2r/vQlfh6xUIaKHOV9XRKUqdZkYoUG1nJkeJA4+rbrVaFel1SoUARIdRX/5vfSggaQiTUU/bpBiaJ0SiUxSiLEY6toilQ/M4msVbyM3NpVWrVuh0OhwOB2azmYyMDK677jqSk5OZPHlyjT8Ld999NxkZGcydO5fk5OQGra9ccXExzZs3x+fz0bVrVzIzM4+LbpEbNmzgwQcfDKU09ejRg/Hjx3PllVceled3Op1MnTqV999/P7TrpNfrSUlJYfjw4Q1O1xKNRwKNI8jnDzBjyTacnqppCPW15a+VfPPRa+zN2g5Auy49uOX+p+nco2e9z9Us3hIqIK/r0CJx4lFVjRVbctmUVfvsl3KapvHrj9OZ9skb+H1emiS15L6n3iY2IZFR/9evwcWt0c07Y4iIQmcw4lN1ZRf6wT86vRGfpqsQGBjKAgNjpX8reiN6owmL2Rw6LnQenRFFp8PrV/H46vazmNQ8nsioyu0+y/Pca5uwXJ38rav549OnMVpi6PvMN+gNJrxlw+4geCFYHnA0tOtUp6vvos0FN4Q+7nPbWTluaL3a5C785VdOv/klCnasx7pzHfa9Ww6axK0AGjqjmTNveRFz8y4ouuDXwW5zUbg/OMjRYjJg0Adb6zo9fnyuEvK+C05p7nbHlCoXWzGRJswmQ7W7GAAGo4GmzeMrXVwXbF1F5vcf4LUXoSg62l06iA6X/we/qsNmc1GQb6Xot49xZ68j7pwhxHbvQ2Q18xM0gr+nvX61UmDj2L6EkjXfABqWducTf8Gdodd6KJqm4c3bgm3TD3j3B39fo9MT2eFionskY4gOFs66czZSvGwC/ZKTmTKllra8Q4cyb948YrtdQY/rH8Ry0PfloXYz9DoFYx2/X6ubteH3+iktql8acF3oFCUYjBjKd0L0BwUkukp1Vwa9jjZJ0bRsElVj6lak2UD7ZrFce/GplJaW8Pfff9O2bVvat29P7969mT179iF/FgYMGMDSpUvJysoiPj6+wa/vlVdeYfTo0QANKkw/2mw2Gy+++CLvv/8+gUCAyMhInnvuOYYPH47JVL/WwOGgqio//fQT7733HgsXLgx9/MILL2T48OGkpKQcVvqWOHok0DjC/p+9846Oozy7+G9mtu9qterFkmzLluWOG6YZ09xoBhd6KKEkgVBCeiCFFCAh8JFQE8C00F0xGDA2xcYYcO9FsmTL6m210vYyM98fI626tJJtSqJ7jo6k3ek7u/ve97nPvYfKXazbVdb7gjFAliN88u6bvP3Kk/i9mmzh9BlzWXDD3cQnxub60BY6SWBoejx5WQlkJA74Wf8vweMP8fGOUmpdsYVy+X0eXn7sj9HK2oRTz+aGu/+CLS4ed2MDd181vd8VjbQx55A84lTsGaNw+joTAW8ggqLGVm3pqilcUbVZ8li19glJcdjj278f9JKI1Gagq5c0V6pYmki2vv4g5Ts/Ychpcxl/ye1Aqy1sW4iCgBjxse6RG/pGED5ex9S7FqE3tfYhlH75Noc/eqFvhKVZmtMWhrhEEodNInHYJIxxiWx/8dcYrA5OufvlTsfv9QSoq3G1yxZRVBWvx0PF0rsAyPvevxB17QctZqNmT9yxigGaBCw5LSHaiN8WYb+bwvf/RfXudQDY0oaSe+GdRIwpuJweXFtfx3doHbbRF2AfNxeb2RB9tVQVQrJMONx9b4OvZDOur14AVcGYMY7E029B0HU/4FJVlWDVXtx7VxGubzYDEXVYcs/ANnI2Omtip3UClXtp+moRaiTEvPnzuKytLe/ixSxfvhxVBfvIc8iZfgNJaY5268uKSrgLI4N217DDvdsTWkhiR7hqXZ2kdF8HWkhSWoKFzCQrFqMeo16K/hj0UpcmEA/+7HsU7d/JHx9+CoJu/vyHeyntw3shJyeHRx55hDvvvLNfxx0KhUhPT6ehoQG73U5NTQ1G47dTSaCqKkuWLOHuu++mvLwc0KzJH330UXJycr7ho9Owa9cu/vGPf/Dqq68SCmnmIDk5Odxxxx3cfPPNx0QIB3DiMUA0TjBUVeWdL4tjHtDFgiZXPcte/CcbPtQsDk1mK3OvuZVz516NTte/5u84i4ERWQ7yBiX0y1JwAN8dHK1xs35XWXRGvdfliw7wrwd/Rk3FUSRJx4Lv/4QZl16LNxihwR2gvsnPa/d/n5lnnda3ALLLLmPFihXRUD9Rb8KSOQZb1klYs8ajM2v9Br5g7CTBoJPaZTiEZaVHN56OsMdbSUhq33zYnfREFATMRl2Pbldhv4fV91+JEgkx/fYncGSNQEXF4++6URygoWgbu17/Y2wBdKtXM+6qP5A4rDUkS1VVtj59G+ef07/XQ5+Sh23QOKyDxpKZPxZjs5zGU3OEzU/fjt4Sz9SfvNxlponPG8Tf6Gk3Ky5HIhx65QcADL/yMaQ2hEhRNbmTQdd5cGsw6klKdXRJMtqiZt8GClY9RdjXhCDqSJx0KYah5+DZvxr3npVYcs/AcfK1mA16RFEgHJEJR3ppnm5GoGI3zo3PgBzGkJJH4rTbEA3tMxBUVSVYsQv33vcINzTLyyQ91twzsY2ciWTpublfCfnwHfmS4OHPCLoqo4+3NH6nnnY9iSPPIjUzCalDZSIUlrt8HdqireNUb+iuWuf3+PF7jn9SeE8QgHirEYfN2KPMytCGeLT8rFz0AFs+fYcLrvgB2zeu4czTpvapf+yKK65g586d7N+/v19yp5dffpnrr78egN/+9rf8+c9/7vM2vg4UFBRw++23s2bNGgByc3N54oknOP/887/hI+sa1dXVPPXUUzz99NPU1mqydJvNxo033sidd97JsGHDvuEjHEBXGCAaXwNqXD7e+aL4uG+3+MAuXvvXgxwp2ANARnYuV9/6G0ZNOLWXNbuHIMCgZBsjBiWQkxoX80zYAL79UBSVLQXV7D5cF9Pyqqqy/v3FvP5vTSqVkJzOVXf+BXvGCJyeYDuJy74NK9i66jnKyvoyg55DYv6ZiKKAs3gbYZ+rzRICppRcbFnjkdLGIdozYvrCFwQBm0mPqkIg3Llq0BOsNhPJqY7220PAoO++sVUQWnoSun6fHPlqFbuW/5O4tMGc/ZNnEASBiKzg78LVqS3qD21l/+IHUeQw8+bN6xB8uIRly5cj6YyMWvirdiQDIORr5PO/X9PvClPu5Y+gbx4ci6JASkYikk7CW3uUTU/dht5sZ8pPXu52O4Ks4Kx10fab5eDLt4Aik3vZw+ibZ/ZbSCBoKdFtYTQZSEyNj3mQF/I0cOCdJ6gv+AoAfeIQjJnj8Ox5B2PmOBKn/VirZvRDIh+sLcT52ZOo4QD6hBwSp9+BZIpDVRUC5Ttx732PiKtUO3fJgGX4WdjyZyCZYzPtiEIFg+qlZuML+Mq1z3RjYjZD5v4Re4INm71DBkhzrkdvMOm7T6rviO4yaRRZwVXrim0jx4iWXpHEOBP6LghoLNizbilbVj1L9uhTKd33Zb/fC3V1dSQlJfVp36qqkpeXR1FRUZ8a/r9O+P1+HnjgAR566CFCoRBGo5Ff//rX/OpXv/pOhAkGAgFeffVVHn30Ufbu3Qton/2XXHIJd999N2eeeeZ3oh/mfwUDArevAakOC3mDHBSWu47rdnNHjuee/3uVz9esYOkL/6CytJhH7rmFyWfM5PKbf05SWmaft6mqUFbroazWg8kgkZvhID87gcQ4U+8rD+BbC28gzCc7SqluiC2Ay+/z8J/H/8Smde8DMHTcaZx+2U/xmeLwddiGqqp4XbWoqsKNN94YU47GTTfdjKAzEH/SAixxdoacfSONlUXUHtqKp2wnwfoSArVFBGqLgOVIlkSMmeMwZY7DmJqv9Wl0AVVVCYQiRBS1R916R5hMhk4kA0Cn69k9R1U1GZRRJ3VZ9Sjdqs0UZk+eFd1OJIbqTNLwycQPm0zd/s9ZsWIFS5YsiT5nT80md8aNpJ90HjpTZ8mjHNKcw/prk1v81s/QWRPR21LQxyVTF59GcvZQhGZdvNqDjE0UBAxmA0mpCdS3cSsSJQOK4gc5jKJCsAMJVFQ1WhkyWYwkJtuhDwMFgy2B/AW/oWb3JxStfoaw8wjh5sG/7GskGJYRBfrVk2ZMySPp7J/iXP844Yaj1H30d2wjzsVbtJ5IYwUAgs6INe8crCPOQzL1z47TqFOpWf+SRjJECRSZUFM1kqRii+ucjRQLiRbaZGLEAqUbl0RREtEZdER6IcjHCptJT2Kc6Zh7Bx1pmuTHVaPdA/19L7jd7j4TjbVr11JUVATAggULvnUk49133+XOO+/k8GFN3jdnzhwef/xxhg8f/g0fWewwmUzcdNNN3Hjjjaxdu5ZHH32U999/nxUrVrBixQomTZrE3XffzeWXX/6N9JcMoD0GiMbXhCkj0jhc1UhEPr4FJFEUOXP2fCadfh5vv/oUn7z7Bls/X8PuLZ9x/mU3MnvB9zEY+0cSAiGZfSX17CupJ8luIj87gdyMeIz6gdvmu4SyOjfrdpZFPfJ7gqqqHNi7mxce+TXO6lIEUWLy+TcyZvr8LgfciiLz5fInKPhKIyQffPABc+fOZdGiRb1KfjLPuwvJaCEYihAMgWrLJvGkLJInXkrY24C3bCee0p34Kvch+5z4Dq3Dd2gdgs6IMW0kxszxmDLGtps5DkdUQpFIl1Kc7qA36EhN7zwQkUQx2mvQG4IRGVlVMRmkaPKyp7aUhqP7EESRrAnnRpeNZYCoyGEairdry0ciWFOHMOGq32OOs2G2xuMPdR8gJxm093tLem+saLt8xOsk4nXir9ZcX2q3ti4XCXjY8eydmBypGB3pmBxpGB1pmBxpmB3poLdiMOlJTnNQV+NCVVSNGIb96IjgDXbuxVAUFVESMFtNJCTZ+1V5UIGUcefgFtNp+Oo/hKo1K9lIUwWytw6syahqZ/6iqipKyIsaCSDoTIgGa6d73ZCYQ9LZP6Huk0eQPTU0btNkOILehDXvXGwjzkM09r/PTS9EqP7kKXyV+xAkA5nn/JiqDYuQA01IgQoQ0totryhqr5Ip6BNX07bbwzaNZuMJIxoWo47EOFNMNryxID5Vy6tw12tEsL/vhf5kODzwwAPRv3/xi1/0ef0ThSNHjnDXXXexcuVKALKzs/nHP/7BvHnzvrOz/4IgMHPmTGbOnMn+/fv55z//yUsvvcS2bdu49tpr+dWvfsWPf/xjfvjDH/aZMA7g+GFAOvU1YkdRDVsLak7oPsoOF/Davx6kYPcWAJLTB3HFLb9kwqnnHJcPE0kUGJJuJ29QAplJnb+QB/DtgaqqbDtU06vFckRWaPAEcDYF+GLNUjaueBolEsbqSOGsa35D6uDRXa8XDrH+9b9ydM/G6GN6S7w2ay2HmD9vXqfchmXLlyNIBtKn/wjroPaBay0N0npJbNfk6fP58FbuI1Cxm0DFbhS/q916+sTBGDPGI6WNQbRnITT3VMTCESSdSMag5E4SwVgtQTtCFARMBh2SKLD/g+cp/PQN0kaewik3aBptWVGjado9of7QVna9+gckowU56CM5/xTGXfk77ZibU53D3RCW/vZoXH755bz/8UZGzfstQXcdgcZqAo01zb9rCTRWEvL0PmAzWB2YEtIxJ6RhiEslIsZRs3Upsr+RzNm/xpw6vJN0zKCTSEywEZ/Uv2pAi4woElE4XFyFLCv4C1YT2PeOtoCoxzJ+IbZhZ6JrJqFab8QXBA9vaNcbYXRkYBw6DcuQ0xANFlRFxl/yFe597yN7Wt9LgmQgcfodGFPz+nXMLZCUEHXrn8BfXYCgM5I14ydY0vOpWP8M7uIvGXzmFeSee227dWLpzQCi7k19Qdtm/rZQVZWG6r4N2HuDSS+RZDdj7sIR7FigyDKv3DsXRZHR6XTMmzePt97qPiSzI/rbo7F7927Gjx8PwKRJk9i6dWsva5x4BINBHnnkEf7yl7/g9/vR6XT87Gc/43e/+x1W63+fCUxdXR3//ve/efLJJ6ms1N7XZrOZ66+/np/85Cfk5+d/w0f4v4cBovE1QpYVlnxW2GMj6PGAqqpsXr+axc/9nYZ6jdiMmXwGV/3wV6RnDT1u+7Ga9YwYlEDeIAdxloHy5LcJvkCYT3eVUVnv7fr5YJgGdxCnO0CTL0jI72Pjssc4vONTALJGTmXaFT/HZLV3uX7I7+Wjl+6juni3Nm2qqkh6E+Ov+DNGWyI1+9dTs2ctnvry6Dq2pEGkjp1Bwogz8YQ7D368wQhKm1l6g05CrxMJR5SoFl1VVSKuUo10lO9qbb5thmByYEgfizFzPNaMkT26BImiQPqgJPRdVOj60kDbEQJg1MEn0eyM35I5bjqgDRCDMejqD7zzOJXbVmNLH4anqohBJ1/EiAt+1G6ZcERGEsUuj/PoF8s48tFLfQuEy8lh8BnXkDmx60bQQGMNW164E1FvZNwV9+JvqMLnrCLgqibQUIW/oQo52PX9FoUgoo9LQWdNRrAkobMlI1mTcWRmM2hYXjvnrL4gFJYJywp+f4jyUq0HSZXDNKz8Sbvl9GmjSZx6LeHGiqjb0/wF89u7PS1ZwrKlyxAkPYbBpxKs2IXs1SygRYMVy7Dp+Ct2ITeWI+hNJJ55O8aU/slOhEiA+nWPEagrRtSbyZp5N+ZUbVvu4o1UrH8Oe1Y+k296JLpOrL0ZAHqdFHNVrgVmgxTNdukIj8tDKBDq0/a6gkEnkRhn6tSbczwQCQX4fPGjHN6puZHZk7Pwuqr65MDWX9ep6667jv/85z8AvPHGG19fTlA3WLt2LT/+8Y+jwYVnn302Tz75ZDQ9/b8ZoVCIN998k0cffZTt27dHH7/gggu4++67Oe+88wYmSr8mDBCNrxlHqhr5aHvp17KvgN/He28+y4fLXiISCSPpdMy89FouuvKHmCzHdyYjM8nKiKwEBqfZ+x3ENIDjg4p6D5/uLMUfbB2MKKpKkzeE0x3A6Q4QaDOj7Kwo5tNX7qeprhxBFDWp1Jnzo5r8jvC5nax57rc0VBYjSHpUOQwIjJr7c5JyJ0eXU1WVSMCDHPIjGczoTLboB7vbF2p3DIBmb9rBCUhAQBVUTX7ThW1tyNNAoHI34ao9hGsOgNw6CBIkPYa0UZiaezsks6P1OQHSMhIxmjoTkf7MAneEs2gbO1/5PXqzjVn3vtGc/K0RPLkbHXwLVEXm8/+7nrDXhWPIeFxHdpE74wYGn7Gw3XKyrBCWFURByx1oIRxhXxO73vgznvKDzJ49O6aemRab3Ek3PNZl3wdAoKmWLc/fgagzcNa9y7pcRoz4CDXW4KmvxFtfgbuuEn9DFY1H9zbfJz1DZ7JhSkjDnJCO2ZEerYyYEtIxxadogYvtroGKrGjXQVVVPO4A1VWts+4N7/4SNezFlDeTQNGnoIRBMiCoEebMnsPzz/cQZHjjjXzwwQeoqopojMM2ciaWYdMR9SaUkB/nZ08SqjuEIOlJOOOHmDLGdtpOT1BCXhrW/ZOg8yii0Ur2zJ9hSh4Sfd5mirD1Xz8AQeTMX74efV3CEbnXe6gF3dm/9rhOB+e2tggHw7gb3F0+Fwv0khglGCdikOd2VvHJy3/GWVFES+7LuHOvouCLlZx3zlm8HYNldH9zNNpaRKekpFBeXo5e/804OFZUVPDTn/40WtFMS0vjkUce4eqrr/6fG1yrqsq6det49NFHeeedd6KyzXHjxnH33Xdz1VVXYTLFJi9XVZX6+no8Hg82m42kpKT/uevZHwyI7b9mDEmPJyPJ2e1M8/GEyWxh/g13ccbMS3njmb+xe/NnfLDkBb78ZBWX3fhTpp59wXF7k1TUe6mo92LQieRmOhiR5SAlvnMD4wBOHFRVZUdRLdsP1aCq2oDE6Q7S4Ang8gQ79QaoqkrBV+/z1co2Uqmrf0PqkO5nu5rqK1jz7L24nZVIRitySLO8HDLtqnYkAzT9rN4ch97cWQ5jM+sJReRo86kKXdqNqqjIEZWIoiCJWsCXIAjNacgKGO2YhpyBacgZqHKIcG0h4SqNeCj+BoIVuwhW7KIR0CfkNDeUjydz5EldkoyWQfuxonKHFjCVNu7s6OBYVdWYBoiNZQcIe13oTFZURSOLpviUTstJkkhE1rT6oYiMKAqEnBXsefNP+J2VgNCHnpkPGX3pr7olGUD0s0JVFeSI3MlqFcBgicMa58CaMYxQSI6+otte+BWNR/eSetp12JOzorIsOeAk7K4j6Koi7GskEvDgqfTgqSzq4gBETPZkTAlpGOO1vhBDfComRzq6uBR0lvhOmRKiKQ457EWfNgrj4FNxb34R3OXNBKz7QWd6ejorV65k7ty5fLj2I5Jm3YvO4mjdrsFM4ll30rDx3wQr9+L87CkSTr0Rc86U6DI99X4oATfOdf8g5CpHMsWRNevnmBKzo+uarSbsyXYsSVn46stoOLKLlJGnocR4D0WPsx+f7z1JsvRGPaIotqs8xgKdKJAQZ8JuMZywgVll0U4+feUBgt5GTNZ4ssecRuGmD/A31nDTLx/i33+5q9f3wi233MLq1atZtWpVn7MZHn/88WgOzd133/2NkIxIJMLjjz/OH/7wB9xuN6Iocvvtt/OnP/2J+Pg+uqD9l0AQBM4++2zOPvtsCgsLeeyxx3jhhRfYvXs3N954I7/+9a+57bbbuPXWW0lNTe1yGy6Xi5deeomnn346mlYOkJ+fz6233sr1118/kOXRAwYqGt8A6pv8vL2xiK/7yu/8ah1vPPM3aiu1ikremElcfes9ZOeeGM1iQpyR/KxEhmXGH7cmvwF0jUAowqc7yygoa8DpDtDgDtDk617iEA70TSoFUF9+iDWLfkvA48JgS0QO+ZFDflJHTSdv1q19HkAEwxGavNoxyqqKL9D1jHeUVDRDBVA7VzjaQlVVVHcFcvUeAhW7CTuPtKwJgN6WSMLwySQMP5n4ISch6Y29WtnGikjAy+ePXIsSCTH5lkeJH5SH2aBDUdWYGvIPrX6O0i9XkDb+HBqP7iPgqmbi9x/CkdOZAEYiStTFynV4JwUrHkIOeJEMJuRQAFFnQNLpUCLd98zoDCZOuf4+VFN2j05dQY+Tzc/dBqLEmJteICW9c5Ce0SARiaidGtV3vPI7Goq2kz/3JyQOPRVJAIvdgslixB+SCYVlhEiQYFMN3vpKfA1VmhzLVYW/oZpAQ3WHlPLOEPUmJGsSmBIRrZokK3hkI3JTOdaJ38M45DT8hR8R2v923yRl2TlYx8/HNuLcTs+rcoSGr14kULoFEIifcjXm7Mk99n4Y00bh2vhvwk3V6CwOsmb9AqOjdeArigKpmUmIkkjBe09TvnkVg06+kBEX3Eo4osScKdPfPiNBAFsXJLwFPrePgDcQ8zEk2IzEW439liL2BlVVObDxHTa98y9URSFp0HDOue731Jcf4pOX/0T2sFH84fG3WL3sJZY+/38IgsD8+fPbvReWLl3KsmXLsFgsLF68mFmzZvXpGLxeLxkZGbjdbgwGA+Xl5SQn9z1E91iwYcMGbrvtNnbv3g1oCdpPPfUUEydO/FqP47uAhoYGnn32WR5//HHKyrRAZaPRyDXXXMPdd9/N2LGt1cnVq1dz+eWX4/P5WLBgAQsWLGh33yxduhSLxcJbb73F7Nmzv6lT+lZjgGh8Q9iwp5yDpce3sS4WhENBVi97iffefJZQMIAgipx9weVccu3t2OJOzIyHKMLgVDt5WQlkJdsGSo3HERFZYWdRLe9+VUxlvTemED5nZTGf/qeNVGrO9xkzfUG3UimAykM7+filPxIO+rAkZqPIIQKN1cRl5DFuwe86pT3HikavlscRkVX8oW6IhqJqAWsdZnNFQUAQ6PF+amkKlwNNBCv2INfuw1u+ByXcOlASdAbiB48nOX8qKflTMdmPbYBQsfUDDr77BNaUHE6+9ck+3e+qqvLlYzcTcFUzZuGv2bfsYVQlwmk/eaHLqoaqqgTDMlXbPuDwh89oKdbxaQQbqwGBMVf8lpRh43EeWE/JxpU0VrX2tDgyBpM7bR5DTzsfFT01R3s2qvC769m66McgCORfvwiT2UhiautnhiwriKLYpdPR7jf/Qt2BLxlx4Y8ZPPVC9CLo2vTGBMMRQGgj2VGRFVBUBVnWLIv9TU78DVUEXFUEXdVab4irmqCripDbCb0F8Bni0BFm/qVz+xZkePnlvLNmA4mzft/la6kqCo3bXsdX9BkAkt4AitJt7weoyLKMzppE9uxfYLC3n0VNSLJjtmlSjtoDX7DnzfuxJGUx9cf/ar5OsaElVbs/sJn1Ufe0jpAjMo11jT2uLwoC8VYDDpsRqYfPlWOFHAnx5fInKNz8IQC5E87h9IV3oTOY8NSXs+RvN2Ewmnli6Ze8+I/fsXHtSoaOGEvA76Wy9HB0O/n5+dx2221cf/31/Zr5f+KJJ7jjjjsAuPHGG1m0aNHxOcEYUFNTw69+9StefPFFAJKSkvjb3/7G97//fcQTeO3/GxAOh1m6dCmPPvoomzZtij4+c+ZM7r77bgDmzp3L7Nmzee6557qVWd7c7KT47rvvDpCNLjAwzfwNYcqINA5XNhKK9K0EfazQG4xcdOUPOO3ci1n83MNs2fAhn7z7BpvXf8D8G+5i2sx5iN00AvYXigKHq5o4XNWExaQjb1ACI7Ic2C3G47qf/xV4A2FKa9wcrWli08EqiisbY6qOqapK4aYP+Ortp5EjISzxyZx9zT09SqUAjuzewPrX/ooiR4jLHIkoSTSW7sUYl8Soi37Wb5IBWjBXQySA0kM2A6pGNjpZoqoqqCAKdEs4ZFlB1IlIJjsp488jOXU+SiRM09E9OAs303BoM6GmWlxFW3AVbeHQe09hS88lacRUkkdMJS5zOILQty/ryp2abCp9wozWY1JVgmEFUaTHwZ+n+jABVzWizogtIxdViYAgYohL7ObaKJSsXUTFZs1dyT54HE1HtQCrnHOuxZ47mYgoknvWAnKnLyDcWM2qP2gNqjN+9Tz6ZutrT6On1/OKjnGbX4eAP0hTg4e4eCsRWdHsfbuRnYk67b2uhIOYrUYsFiMBbwCluVJl1Os6zNQLCEKzbE5WkCQRW0IytoRkFGWMJrVTNdlYJKISCQcJNdVSWnCQUGMNircO2VdPpO4Qaqj53EJuIsDChe17XXrDZQsXsmTxYtSQF8HYuVldEEXiJ1+NEvIRLNvGrBnn8fzzz3calFx22WXtej+SJ17aiWQYTYYoyQBwDBkHgoivvgxfQzWSLXaLzv7IplqgKNCdglDSSUh6CbmLSQ0BsFsNJNhMJ7xXz9dYz8f/+TN1Rw8gCCKTL7gpasOtk0ROmzyW5TodoaCfipJDbPlMIyNX/OBXDBt1El53IwG/l0n52cw4dVS/J8BkWebvf/979P+77rrruJxfLPt95plnuOeee3C5XADccsstPPjggwNWrjFCr9dz5ZVXcsUVV/DFF1/w6KOPsmzZMtasWcOaNWvQ6XTMmjWLFStW9CizXLFiBZdeeimXX355n3t7/hcwQDS+IZgMOibmpfLV/qpvZP9JqRn86J5H2L/jK17/91+pKDnEy4/9kXXvLebq2+5h2MiTTsh+fYEIO4tq2VlUS3qihRFZCQxNjx9oIO8BqqpS1+TnaI2b0ho39U0BIrLcLJPqWU7SgnDAxxfLHqd4xycAZI08mWlX/KJHqRTAwS9X8cXyJ0BVSRp2MgZbApU7P0TUGRl18c8xWB3HdG6SKGA16To1hrdAUVRCzY2+3aEnwtHSA2IyG0hunn0XdXocuRNx5E5EnXUL/rqjuIu3Ulewiaayg3iqivFUFVOy/g0MtgSS8k4macTJJOZOjGZUdAdffTlNpfsRBJG0cWe3OcbmfhMF1LCMvpsgwLr9XwCQOHwiYZ/WdGuMS0IUO5OTSNDH3qUP4SzUrKzTp1xM7e6PQFVIGXsOmafMAzSyFQxG0OslTIkZiDo9SiRM0NOA3piBIisoMUx4tO3xUZulaw1ONxEVLDZTtzPgAJJeIxo6SUFqTqo2WU0EfUHk5r4KnSRi1Et4AxHNqrYb+95WCU5Lz4iMKBrRp2RhapTQp4xGRTMQ8BWswb93BfpBkzCkj8O79aV+h7c1bl+MIWkoOns6OnsGosne2rcS9hOp2c+cOXN6bL5v7f24hDUfv44teyKSUetlEwRwdLD31Zts2DPzaCo/SH3xDlLHnxfzcR9L5VhWFKQu7rkWGM1GfOH2wZ1xx5jm3RfUlOznk5f/jN/txGC2cdY1v2HQCK1HTBIFRg9Owm4xkDZoCBUlh/j0vbcIBQNk5gxj2KiTEAQBm92Bze4gKJiO6VqtWLGCo0ePAnDmmWdG7W1PJLZs2cKtt97Kli3ae3/ixIk89dRTnHrqqSd83/+NEASB008/ndNPP50jR47w+OOP8+STTxKJRFi0aFGPBgIAOp2OZ599lpycHF5++eU+u5X9t2OAaHyDGJ2TxIFSJ42eY7cL7C9GTTiF3z/+Fp+8+wYrX3mKkkP7ePCn3+P0GZew4Ps/IT7hxOlMq5w+qpw+vthXSW5GPHmDEkhLGGggB62Ru6Ley9GaJkpr3e0cpNz+EAdKnQRj0PtD/6RSqqqyc+1r7FijWTWmjT0XW2ouRR8/B8CIOT/Glnp8rJLNBl2XX/SaHj12ZWeUcIjaEFQQBFS0GdiuAvloXsaRkUvioGEMPvNyQt5G6gu3UF+4CeehbYQ8DVRu/5DK7R8iSnocQ8eTPGIqSSNOxhTfuXGwqrkJPHH4ZIxtqhBtG2y15m0tL6Sjbr32gEY0UkaeRrBRy2wwxnd+D/pd1ex+/U94a0oQdUZyZ/+Qsi+WIAd92Ablk3t++56ZcFhr3g5HZIxxCfgbagg0ObElZSBH5Jiae8NtFlFkhZCsNekHa12k65Mw9aDrb3HdUmWNUCqKiiSKGC3GKNmIyCqiqPRIMjpCVYmSUFVREEUB7bZuTmG3OvADckMJ3iqt0tPf8DZ/yVf4S76KPi7ozRrpiEtHCXlQIyGef/75mAYlixY9R3Z2Dk1Fn5MweiYAcQ5blw32CbkTaCo/SOORXX0iGsdW0ej5fWc0G/E1aUTDatKTdBzSvGNF4ebVfLHsCRQ5jCNtMOfe8AfsSZmARkJH5WgkAyAzO5eKkkPs+FKbYDlzzoJOnzV1jX4tMLKfPSQPPfRQ9O+f/vSn/dpGrGhoaODee+/lX//6F6qqYrfbuf/++7n11luRjrMS4X8VQ4YM4eGHH+add95h4sSJMSe7Z2RkMH/+fJ566inuuOOOAYl4GwwQjW8QoihwysgMPtxS0vvCJxA6nZ6Zl17L1LPOZ9mL/+TzNSvYuPZttm/8iIuvuZVzL74Kne7EOWiEIwoHSxs4WNpAvM3AiEEJDM90YDF9M9aA3xTcvpBWtah1U+n00NXYr6Lew5Hqxi6f64iupFJnXfMb0oaM6XE9RZHZtPJfHNioyXGyp84jPnsse5dribc5p11O8vCpfT6/biEIGPUiLTl2igJhWe63WULLIEkUwWDQkZqR2O2Hvq7DYN9gjSdjwnlkTDgPRQ7jOrKH+oJN1BVsIuCqxnloK85DW+G9p7GmDSF5xCkkjTgZ+6ARoKpU7foYgPQJ7QeEHQduarNTVFsrXZ+zAm/NEQRBJGnEVCp3rAU6O041lu5n9xt/IexrxGBLZOwV91D88SsEnBUY7MnkL/hNJzlbJBwBswFVBaNNIxoeVx2JqkokEumVaERkpd3r4QuGaR7Ro6pQU9XAoOwU6GKwKQhgbA4Gk0Nab4yiqki0OJMZCLj9BIJhVFWHySDhDxJT03NbAhfpIOXR+nJ2acv5tBwMncHI4iVLuOyyy3rddgsWL1mCwZqALmsysruaSFMVsrcONewnXH+YcP1hdDodCxbM79OgZN78eaxauw7HqBkYjHpscV1PsiTkTqDkszdpPLIzWknqDYIg9CtdvQW9EQ1BELDbzdgN0tdm9KHIETa98wwHNmrJ1jljT+fMy3+O3qRdN1EQGJWdiMPWKsnNyMkFwFVfg06n57RzL+60XVnRKsapjr5Pcn3xxRdRbX92djYXX9x5+8cDqqry8ssv84tf/ILaWm0C4nvf+x5///vfY77nBhA76uvrKSws5P777+/TegsWLOCtt97C6XQOyNfaYIBofMPITokjK8VGWW3vGukTjfiEZL5/95+Zfv5CXn/6QY4U7uWtZ//OhtXLuOpHv2HUhFNO+DE0ekJsPljNloJqslPiGJGVQHZK3AlzLPkmoSgqNS5flFy4PN3LoCKywqEKF3WN/pi2HQ76+WLZYxRvbyuV+jkma8+NjnIkxGdvPMyRXesBgdyzrydx6ER2vP5bVEUmecTpZE+dF/M5xgpBENBLUjQdvN1z/d8oaekJ0FzZ6Lid3qxsRUlP4rCJJA6byPA5P8BXV0rdwU3UF26isfQA3uojeKuPUPLZm+itDmzpQwk21aEzWUke0fpeURW1W8vQSLMsTK+TorIpx9Dx6M1xrRWNNs3pVbs+4cDKf6LKEWzpwxh31e84umEJrsM7EPVGRi68p0s5WziiVRJUwGjXKi3+xnqCYRmvL4TaSwBcOCLTduypqjICrddOlhVqq11kZye3c6ISBLDZrehNZm25sHaPKwrIgtboragqJrMRRVFRZAWdJGI2SviDvVu5th0QR5rPQfa78Bz4EF/RZ63ZHYJIwhk/QPbUsWzpMqqqqmJ2nVq+bHkn1ylVDhNx1xBpqiTUcBTvgQ/73fsRbqohdeTIbm90W8YIRL2RsNeFv+4olpTBvW77WCdTe7S4lUQsZh16mwHFF5v71LEi4HHxySv3awGhwISZ13LSeVdFq7KCAPnZCSTEtZc2ZmQPi/496YwZ2OyOLrdf4/L1i2g8/PDD0b/vuuuuE1JV2L17N7fddhsbNmwAYPTo0Tz55JOcffbZx31fA9Dg8Wjjsf7KLN1u9wDRaIMBovEtwCkjM6ioL4xplvrrwLCRJ3HPo6+x4cPlLHvxn1QcLeKRe25m8rSZXH7zL0hK7exBfryhqnC0xs3RGjdmo8SwTAf5We1nq76LCIYjlNV6KK11U1bricklyuMPcaC0ods+ho5wVhbz6SsP0FRbhiCKTJrzfcb2IpUCrY/j45f/ROWhHQiixIjZPyZhyAR2vfV7IgE3trRc8mb96LiXhFVVc5WKKEqf/fm7gyAIZA5KRG/QacGBEW0A23LoAkKftOSCIGBNycGaksPgaQsJ+RpxHtpGfcEm6g9tJex10VCkpc9Ggj52vfGnZonVVAxxnd2i2kJWVNSw3E42BRBs0hKuTfEpqKrC4U9epeQzzS0peeSpjJ73c6p2fUz55ncByL/kp1jTcrvchyJrg3hREjHatC/DoLuBSDOxa2oKEAkEsZj0XboEefxh/KE2r00XA1E5HKGhvonElOZeGEHAarcgSWK0R0MOB1FU7VhUtf1+LFaTljqtqggImA06fMFIj4Petr07/oYaGrcuw1u8ARTtvaJPyCHccBRUBWv2STjsRg4eeJ8bb7qJlTGEt910080IOgNJ+Wci6HUoioqsqiiCAb1jkPaTNATvgQ/7PSg5vPw3HJF0GGwJWFOyic8aRdygEVhTsjHak1FEHfbsMbiKt9F4eGdMRONYZFOgEVJFVdttR5JErEYdRkObwbQgdHkvHE/UVxTx8Yt/xOuqQWcwM/2qX5Iz5rR2hzAiK4Eku7nTukmprWRy2uz53e6jpsEHQ/p2XEVFRSxbpgVXms1mbrrppr5toBe43W7+8Ic/8NhjjyHLMhaLhfvuu4+f/OQn31gQ4P8KbDbN9KG/Msu4uM7ZUf/LGCAa3wI4bEZG5SSx90j9N30oUYiiyPQ5C5h8xgzefuVJPln1Jls3rGH35s+44PKbmb3gBvSGr2fQ7w/K7Dlcz57D9aQ4zOQ3N5B/XZrgY4XLE4z2WlQ3+Pr0vVzp9HC46sRKpQD8HhdrF/2O+vJCRL2RURf9DEf2WPa98zC++jIM1gRGXfzzqNb+eMLjD2lSHDQp0/FwYkvPTGjXM6AFnSkIAoiCiP4Y8zIMlnjSx59D+vhzUOQIzkNb2f3m/aAqoKo0FG2noWg7he//G0vKYBzDp5A4/GRsmXkIXTTZBtz1NJUdACA5X6uGBJorGnqLg71L/kbtvs8ByDljIbnnXYfryG4K3/sXAEPPvY700WcQ6MH+NByWMUoixrhWohEOt/RMKARCMoGQjMkgRQmHrCi4fWEttb3N9VJRO03ACwIEfEHcLg/xiXZsdnPUXlNq/qyIhALRKkVXMiCD2Ygoy4SDYQRBwGzU4e+ObKja6xpwVVPx5TKqd66F5oBDQ/IwbGMuxJCST9XSO0BVSE0yYIxLZPglP2f1kr8w95JLWPTcc70EGa4m87y7MLQEGUrtdt9sVqA9199BCWi9K8HGWoKNtTgPbWu9pqKEIT41KoWr3fMp8bkTMSWkd0pJb4vjMRmgKCqipIVkWkx6THqpU9VF0OtQu7GlPh4o3vEpny9+FDkcJC4pk/Nu+AOOtPZEa3hmQrfhsGWHC6J/p2d131NW3eDr9rnu8I9//CP69w033HDcnIZUVWXx4sXcfffdVFRUAJok59FHHyU7O7uXtQdwPJCUlETeiBEsWbq0TzLLpUuXkp+fT2JiNy6B/6MYIBrfEkwcnkJRhSumQK+vE9a4eK6+9R7OnL2A155+gMK921jxnyf4fM0Krvjhrzhp6llfa9NTrctPrcvPl/srGZoeT15WAhmJ3acZfxNQFJVKpzcqiXL3EJzXHWRF4VC5i9q+SKWWP07xNq1HYFD+yZx5Ze9SKQC3s4o1z91LU105OnMcYy75NXHpwzj82as0HN6GKOkZdfHPMdqO74enrCi4vSH8bao6YnP6d1+awDsiNc2B1drZHaplrKqgzagLdG7G7g9ESUfI0wCqgiUlmzGX/QZn4RbNxeroPny1JfhqS6j4Yik6s52EYZNJGD6F+NyJ6Jodh5wFms7bljkCyapd5xbp1JH1r+GrLUUQdeRffDsZE2bgc1aw560HUVWFtHFnMXjaZSDQ47WLRCIY0WNormgE3M5WoiG3rhMIyQTCMgKCVn1QVI1YtH2fdzHwb5n99vuCpGbqoyRDUVSQtIGyHG59LygqSB0vv6qiN+pBgHAgjNhMNnzBcKddeusrOPzZm9Tt+TSaoG5IHUHc6AsxpI5AEARMZgN6i52w10XE24gxLglH7kTyF/6WtW8/THZOTqcgw8WLF7N8+XIESU/meXdhHTSWriAAIgqBsm3o9AYWL17c594Pa9Igcuf8EFfxdhrLDuCrLyfia2q9HIpMsKE19M9bXczOZ+/Q+pri07Ck5GBOzsaSlIUpaRDmpCx0RsuxtGe07hsVm1mPyaDrVool6nXIJ4BoKIrMtg9eZM+niwEYlD+F6Vf9CqOl/UzxsExHjwYin699O/p3ddkREpPTulzOF4zg8YewmWObSHE6nTz33HPR/4+Xy9DBgwe5/fbbWbtW688aNmwYTzzxBHPmzDku2x9A7/AHI+woqmXKufNY/NwjfZJZLlu2jEceeWSgEbwDBojGtwRGvY7JeWl8vrfimz6ULpGdm88vH3qRTeveZ/GiR6itKuOJP97B2CnTuOqHvyZtUO/l/OOJiKxSWO6isNxFnMXAiCwHeYMSsH5DDeT+YISyOk3qVV7nIXwMs/LeQJgDpU78wdikUg2Vh/nklftbpVKzb2DsWQt7lUqBJrNa89xv8budGOOSGTPvHiyJmVTvW0f5Vq0ZPG/WrcSlD+tlS32DPxjBGwhHsxDaQieJKIrcW/xal0hMisPezeymoqpIQjORUVXkiIwkCkjisROOluyMjJNmYEvJwZaSQ87p8wl6m6gp2EzDoS24ircR8TdRu+cTavd8giDqsOeMIWH4FOoPbNSOf8SpRGSFSChEyOsCwFdbit5sZ+wV9+AYPJZwwMPu1/9EJOAhbtAI8i++M/rFplUhup6sCDcTupYejUBTA2ozKWkrWVMUlUBYbteMrb1EPRMNQRDQG3QkpTrwe4MIoogoiZrzV4t0KhRos4muOme018lgNCAgEAqENLJh0OMPaWTDV1dGyYa3qNr1qVZBAuKHnIRpxGykBE06Jkkiicl2LFYTVbYEwl4XIW8DLVMSjtyJTLj13zj3reODTz9g8eLF0f2brPHIsow5KbdbkqGqKt7SHdRuXUKoUSMCy5b1sfdj+XJyZ9xI8vBJJA+fFH0uEvLjqSzCVVZAw5Hd+KqLCbk7VLtVlaCriqCriobCTe2eMsQlYU3RyIc1JRtLcjaWlGwMVkdsjeSAQSdhNeoxG3sZIkiiZgrQB8mjqqoEfU2Eg370RjNGi73dcQV9bta//jfKD2rWrWPPvpxJc67vZPE8ND2+x0mm8iOFFB/YFZV3VZYW9dhnWN3gi5lo/Otf/yIQ0O7l2bNnM3LkyJjW6w4+n48HHniAhx56iHA4jNFo5J577uGXv/wlJlPPltoDOD4IhWV2H6ljz+E6IrLKaefO5e3/PMlNN93M2293n6MB2iTOLbfcgsVi4brrrvsaj/q7gQGi8S1CfnYC+47W0xBjNsLXDUEQOOXsCzjplLN5941/s2b5y+zZsoE/7JjHzHnXceGVP8Bk/vrtad2+EFsLathWWMOgZBsjBiWQkxqHdIKzOepbsi1q3dS6Yqs89IbqBi9FlY29ur5As1Rq82q+WvFUq1Tq6l+TNrTrwVGnfR3ew9oX/kA44MWSlM2Yeb/BaEukqeIghz56FtAcp1LyTz+mc2oLRVFp8oeig96W82gLQdDIRrhdU7hAb8nP9ngLiUk9a2PFDuF7sqIiKxrh0Iliu0bmWNGSnYEgkjb+nPb7M1pJGXMWKWPOQpEjuMsP0NAcFBhwVtB4ZCeNR3ZGlw80VNJUuhdv9ZHoY5bkbMZf9XvMiRkoisy+JQ/hqyvDGJfEuCt+Gx3Eg1YREgWhS6mRHJFRFTXaoxFoah28ys3XOhSRCYUV1DbXOhRRUBWV9pem88DSaNKTmJqAgko4LBNyeYhPsCGKImKbHo0WqLRIsNpf85ZDb6lshPwhJFEg0lDBwY9epXrvZ1GC4Rg2mawzLiduUD5Hj1SjKir2eCuORFt08GqwJuDjMOFm4tYCnclGxpSLyT5lLhG/m0jIj85gJhIK8NVjN+OvKSRQX4Ipqf0kir+2iNoti/FXa7IcyWgjcdz5uHavir334+abkfRGhp8yG9GkR1WU5iR0FdFowTF4LJbMUaSfPFdbJ+jj4NIHaSrZjSk5GzUSIuiq7nL7IXc9IXc9DcU7OpyvFUtyFpbkbKzJ2drfKdmYHWkIooSAFiZpaM54kWPUeIoGHUqg96pt0O+haOtaCr9aRUN1afTxhLRs8k65kGGTZ+BvquejF/+Iu74CSW/kjMvuJnfC2Z22NTjNzqDkzuGJbbH+g6UApGXmUF1eQuXR4h6Xr3b5GJbp6P08gkH++c9/Rv8/1mrGypUrufPOOykp0dwnL7jgAh577DGGDTu+kzsD6BoRWWH/USc7i2rb9UxabHZ++sd/8tdf/5BLL72UZ599tluZ5S233MLq1atZtWrVQFhfFxggGt8iCILAqaMyeH/TkW/6UHqEyWxh4ffvZtrMebzx77+yZ+vnvL94EV9+/A6X3fxzTp4+5xspHaoqlNV6KKv1YDJI5GY4GJHl6LJJsD+IyEq7bAtfILaKQyyQFYXiysaYtcKdpVJTOPPKX8QklQI4uvcL1r36IHIkhD0zn9Fzf4HOZCPQVMf+d/8PVY6QNHwqOafFLgXpDcFQBLc/3DnhuwtSpVUdhOhzvfWcWqxGUlMdPe5fy9Xoehb9WAhHa3bGpHbZGdD+mEVJR3zOWOJzxjLkvO/jry+noWgLNTvW4K8vA6Bm5xpqdq5pPWZRx9ir/og5UcvsKPrweZxF2xB1RsZd9btO+4OWPpeuqxqRSCS6Tsjd2iMQCcv4Q5EuLWVbXoNI29epw2tmNBpwJMcTltsQSAXcjT7sDmu7ZvCO16fjR0VbkqQ36GksL2bv+y9Sseez6AVNzj+VjNMWYssY3rwvFYNBT1KyHX0Hu1V9swtX2NO5h0JRVQRBRG+xo7do4ZV6i52UMWdSs2cdDfs+JOPMW7Tr1VRN3baluI9oM+2CpCdh9CzSJ11EgsOBK2s4q995KObej6nX/xm9uZkYSxJtIzQisoyiqtGcEMmsEdamkt3ojVbG3vI4kYAXb3Ux3qoiPJWH8FYVEWgjs+qISMBLU9lBmsoOtntckHRYkwYRl5ZDXOpg4lKzm6tyWWAz9Wr7Juh10AvRKD+4hfWvPUgkHGTB/PksXPhIVKq2ZMkSli57jh2rX9Teh+EgVkcq517/e5IGDe+0reyUOLJTep5QCIeCfPGxVpEdf8pZrFn2MhWlPRONmhg/e19//XVqamoAyMvL67es6fDhw9x55528+65m5pCdnc1jjz3GJZdcMiC9+RqgKCoFZQ1sL6rp8rvcZJD45a3fY9rYQVx++eXk5OQwf/58FixYEL13ly5dyrJly7BYLKxatYpZs2Z9A2fy7ccA0fiWITPJxpB0O0eqmnpf+BtGetYQ7vrT0+z86lPeeOZv1FWV88zffsmn773FVT/6NdlD87+xYwuEZPaV1LOvpJ4ku4n87ARyM+Ix6vt2y3sDYUpr3BytaaKi3ntMvQPdwRfUpFKxEpeGqiN8+sr9NNaUIogiE2dfz7izLotJKgVa4NXGJf9EVRUScyeTf/6dSHojcijA/pV/J+xrxJo8mBGzb0MQjr0qpKoqbl+oW4etLgmEoNloBruRAbWF0aQnIyOxxwGRgJYc3p1cpwXtCIfUe8O4qsjR7IyMk2a0e07pwdYWwJw0CHPSINxl+/HXl5EwfCq+upJ2M9WqEmHzk7dgzx6NwRpP7T7N4nLUvLuJy+g8CAOtqiEIQpdp6uGwjKG5GTwS9CGHg6iiXpOxdVExas872shbwhH0es2VyGDSk5Tm6PJcIxEZj9sfbQbvTDQ6M42WzTiPHmTvey9StnN99LmMsdMYdtZVSIk5UTIligIGs4H0zK57iPTNFZxQh4pGy/47uisBZJ92KTV71tF0eBMJY+bQWPgZroOfNDebC9iHn0HyxEtxJKVF834ShpzEqIt/ydoP/kl2dg7z5s/jso69HytWIOmMTL3+z6SOmNLl8QKEws3HJEDLdU8dMYmi98BdUYAgBzFZ4zAMHY9jyPjoax0JeAjUHMZbXYS74hDuykMEGqq63Icg6VAVBVWO4KkpwVNTQiWftVlAwJaYjiNjMI70Nj8ZQzBa7e2WE3RStxbJ5Qe38NGL9zFn9iwWLVrUSVp22WWXUVVVxY033sgHH3yAI30Ic37wV0w2R6dtZSbZGJxm7/R4R2z9fA0+TxOJKRmcPG0Oa5a9TGUvRMPpDhBptlfuDqqqtrO0vfPOO6O9SLEiGAzy8MMP85e//IVAIIBer+dnP/sZv/3tb7Fav139hv+NUFWVw1WNbCmo6bZ/UhTh3Ik5xFkMzJ49m5KSEl5++WWeeuop3nrrrehy+fn5PPLII1x//fXEx8c2yfe/iAGi8S3E1Px0SmvcJ2RQe7whCAITTj2HMZNO54MlL/D+4kUU7N7Cn+64nHMuupJLrrkNa9w3+wasbwqwcW8lX+2vYki6nbxBCWQmWbscRKqqSm2jn9Jard/C2XRifeJrXD6KKlwxvdaqqnJoy4d8ueIp5HCwz1IpVVXZ/elbbHv/BQBSR59N3oxbEEQJVVUoWP0k3roS9JZ4Rs39BZL+2LXBobCM2x/qUQrW3WC8RULVU0q0Xi+ROSip1wpE2x4MRYlmzXWLFsKhk0Sk5oF7V2g4vKs5O8NGUn77EMOuBvqd9hMO4irWbHGD7rpmkiFgGzQCT/lBJKMFOeijsWR3dB292U5T2UH0lnjic0Z30q4D6ESBsNzFwD8cwRxvQ5D0qHIYb6MTyZrUJcmA9q+Ndg00CZuiKgTDMlarkZQ0Bz1d/lAwTIsZlhJu/8Xe1SWqP7yXwjX/oWLPxpYdkzP5PEbN/B7GeC0B2hcME4rImMwGLBYT4XCEgL/rQUNLrkjY27UrlNpFV7o9Mw971iiayvZz9N0/ozbb5VoHjSN58kLMSTnYLYZOzncJQ07ipGv/ydGdH7Nq7TqWtOn90OkNZJ1+NflnzcVk7X6wHFEUZLXzPW+KT8WcmInfWYH76J6oO5l2EtprpbfGY8+bhJA3SauIAGG/G3dlEe6KQu2nsoiAqzqa0t4WOpMFUdIjhwLI4SCe+ko89ZWU7fmy/bHEOZqJxxDi0wcTnzIIe3wGVkdK+34Lv4f1rz3InNmzeLsHSVl6ejorV65k7ty5fPzpegSp83LpiVZyM2L7LvlstWY7O23WPDIHaxKkpoZ6PO5GbN18H6mq9nmcmdS9JOvDDz9k714tYT4uLo7rr78+puNpwZo1a7j99tspKNBkd+eccw5PPvkko0aN6tN2BtA/HK1xs7Wwutfv9dNHZ7br/3E4HNx5553ccccdOJ1O3G43cXFxJCZ2HwY7gFYMEI1vIeIsBsYOTWZnUe03fSgxQ28wcvHVP+L08+by1qKH2bphDR+vfI1Nn77P/BvuYtqseX2e+TnekBWVoopGiioasZr1jBiUQN4gB0a9REW9h6M1bsrq3PiDJ975S1YUDlc1UuWMXSr15fInKNqmyXQG5U/hzCt+3uWsX1dQFYXN7z7Lvg3LAciaMpfBZ1wV/ZA8+sVi6os2I0g6Rl30M0xtQuL6A1VV8fjDMWV/9DQg14mCFu7WxXOSJDIoK7nXXpyOs9WKqiAS270YkRVkWUCSBHSi0Gn2vWqn5g6TNvasTta/sZDHxsM7UMJBEEV81cVIRgsjLv0F9Qe/wFN+kIyTL8aeM4YDi+/XlkMg7G+i9IvllH6xHJ3JSuLwKSSPmEri8MnozdogSZJEIrLaiUCEm2edDVYHwaZagp4GTKbu8x86kcBmDZssKzjizKSmOVABWdGe6u4tHpa1J9o2g0P7Po364t0cWP0yNQc2Ne9KZPDJMxlz/vXY07U+CTkiE/AGkHQSSUmm6A57yl/RW5srGh5Xt+fYli6oikzVzo/xNcvZVCWCMTGblClXYM0cjSSJxFsNXeaNAIQEAwmjZ+IYNQMl6CXsa6Bk5R+IhEOkn3RujyQD6NHeOSF3An5nBQ3FO9oTDaH1PjcbddG/FVVFMSRgs08mLW8SggB6SSLsb6KxvBBXeSGusgIaywvxu2qIBDp/HpntiRgsNlC1Ru2Au4GA20WV20VV4c52y+oMJuJTsohPzSY+NQd3fSWRcJBFixb12LcCoNPpWLRoEdk5ORRtXcvoaZdGn0t1WBgWI8moLi/h4K7NCILAtFnzMJktJKZk4KytpPJoMXljJna7bm9E45FHHon+fdNNN8Wcl1BeXs5Pf/rT6Gx4eno6//d//8eVV145MFD9GlDl9LKloDomafLowUnkZ3ddHRUEgaSkpIEwvj5igGh8S3FSbjKFZQ34YnQe+rYgKS2TW+/5P/bv+JLXnn6QytJiXn7sPtZ/sISrb72H3Pxx3/QhAlDX6KOwrAGnO4AgQGq8hUS7qdvBw/GEPxTmQGkDXn9stpDHKpWSI2E+X/x/0ZTwodOvZdCkC6PP1x74nNJNGgEZft4PsGeO6OMZtUc4ouD2hbrU+3dET9IiAKKN4e2phhbIl4SulywVAaFLa86uegO6g4pKRFY7EY5IwEttc5p3+oTzOu2g13MDqra8p/2hKBgdaYy87LdYkrOp3Kzpy3VmO4c/fBYlHMSaPpz8hffgKduPq2gLDYe2EvY3UbNnHTV71iEIIvE5o0kaMZXkEVMxJGQS6VjVUCEUjqCzxBNsqiXsdaFP6IZYq639GZrECFpkPHFxJlLTHe0WV1QFRdYa7jvemi05EB2lUwC1BTso+PBlagu1/AhBlBg8dTZjz7+euNSsdstKOglbog2p+b3TEqAn91T1aibjHZvBWyAroG8+R+ehrRStfQFvTUn0WFRFxj78TKyZozHqJeIshm4Hh4qiRiWCgiAgmWxIJht6WzJhTx2hpgoYlNntscpKz+eSmDuBii3v4Ty8s8vnBaE9sRYFAVEStDRvky5agZFlMykpKcjjT9NczhQFX2ODRj7KCnCVF+AqLyTQWIe/yYm/ydl2L9iSM7DGJyMZjCiRMP4mJ0215URCAerLD1FffgjQyMOC+fNjcuICyMjIYP68eaxdv4pRZ2i9CsnxZoYPis0xC+Cz1VoT+JjJZ5CYou03IydXIxqlRT0TjR4Gort27WLNGq1/ShAEbr/99l6PJRwO89hjj3Hffffh8XgQRZE77riDP/7xjwNSm68B9U1+thZUU1rriWn5Qck2ThkZ2706gNgxQDS+pdDrJKbkp7F+V/k3fSj9wqgJp/KHJ5fw8Tuvs/KVpzhSsIcH7r6aabPmMf+Gu7A7vt4ZAVVVafKFcLoDOD0B/B36IRrcQXSSSEq8mdQEC3Ex2hz2FXWNfgorGpC7kLV0dcyHtqzhyxVPalIpe5IWwBejVAogHArwyct/pqJgK4IokTfzR6SOOjP6vLvqEAVrtNC3QZMvJm309L6fVPSAwRsM4wvE7qsfizqwJVuj7aA5IzMRYwxWxt1xsRar276gLeHQSQI1ez9DiYSwpOQQl5nXbtkexopRVGx+h8YSbcBoSRnM6Kv/hN6iDT5aUsFr93yKv64UvS2B/IW/wRiXiHHUGSSNOgMRBV/VIS2dvGAT3tqjuEr24CrZQ9Ga5zEnZuIYNoWEvJOJyxqFIEjIqorXE0TXvJ+w19XtvSgrqkYwFForI4IAKiR1nPVtcym7IhyivplohILIsowoitQVbqPww5dxFu/SNiHpGHzK+YyYcQ32lEz0uvYkUpREdHodqgoms0AgENIkcQooPVzw3qRToNJYXkjxRy/gOqwdi85kZfCZV4AgUvThczQe+IisCbOxWnoOKfWHIl2aoxmTBhP21NFUWURkxKRu+wC6a+JvgWPIeEDAV3uUYFMdxg6Vx46uapIkYDXq26d5Nz8uSe0fS7RlkJ6RjjzxDI18yAreJidy/RHqjh6grqSAupID+Brr8NRV4KlrtWIXRIn4tBzsiZkYrXGIooTf08DRPRtZuHBhj+fUEQsXLmTx4sUEfW4y01MZkZUQc9J5JByOZmdMn9O638zsXPZu/bxX56kal7/LIEloX8246KKLenWF+uyzz7jtttvYs2cPAKeddhpPPfUUEyZMiOlcBtB/NPmCbC2oobiyMeZ17FYD50zIOi7ZSgNojwGi8S3G8EwH+486+22dqqoqniYXwYAPo8mCzR77rNDxgE6nZ9a86zjlrAtY+uKjbFy7kg0fLmfr52u55JrbOOfiK5G60OIeL0RkmQZPEKc7QIM70Hl2t9PyCpVOL5VOL1aTnlSHhVSHudOApz9QFIXD1U1U1ntjWj4cCmhSqa2aNCdzxGSmX/mLmKVSAAFvE2tf+D11Rw8g6oyMvPAnJA5tnc0Lepzsf+cRVDlMwtBJDDnjqj6dU1tEZIUmX6jH2diuEEsfA9BMNLS/09IdWKy9p9L3NDhR1a6MVWODikpYVqnYrr02GSed1+l9pXShsY+ur8gcWbuIqq1aNUOQ9Iy97m9IhtaemFCTJpv0VhYi6AyMXHAPxrj25FxBxJKRjz17FMNm3IC/oYr6gs3UFWzCdWQ3fmcFfudKKjevRDJaiB86kfhhUzCkj4k6MYU8LmS58+BWllWCEblTb40gaLkYnSyJuzjPFsIhCSKiruX1UinZ/CkVXy3DVbIPAFHSM+T0i8g79yosiWnN67bdp4BkkKLSS1VVEUQRk8lIMBDUmt+7vdqtrlNyc/N7WzvggKua0nWvUrdPazgXJB1ZU+cy+MzL0JvjkEMBSta/QaipmkDlbqzDum/gRlW7lQraM3LxlGzFU1VMuJuGY0VVe+xHAtCbbcRlDsddUUjD4Z2kn9S+ktayWVEUsHaT5t0tBNBJAjpJwtgsJou3ZZA9YQSqMpNQWCYUUWioraa8eD81h/c3E5CD+JucuCoP46o83GZ72o4TErqX5nWFluUtOpmR2YkxkwyAnV99itvlxJ6QxPiprZMmGTlavkpvzlPBsEyjN4TD1v7zpaKigtdeey36/1133dXtNmpqavjFL37Byy+/DGgp0w899BA33HDDNy4f/m+HNxBm+6EaCsoaenQp7AiDTmTmpMF9NosZQGwYuKrfYrTY3b7zRc8fjh3h8zSxce1K1r3/FpWlrR/8GdlDOev8yzl9xlwstt6dO44X4hOTufGn93PW+Zfx6tMPcPTQft545m98tnopV916DyPHn3zc9uULhHF6AjjdAdy+UJ8+bNrCGwhzuKqRkuomEuJMpCVYcNiMffrSa0EgFOFAaQOebppVO0KTSj1AY81RBEFk4uzrGHf25TFLpQA8DTWsWXQvjTWl6Ew2Rl/yK+wZrbPucjjI/nceJuRtwJKUTf75d/Rp+23hC4TxBSMxk4a2iHUdsTloz5FgI87ee1aLIHQtmWq3bwX6a6rld1bgLj8AgkjC6OnIsoLU0sPRXAXoCpGAl4IVD9N4eHv0seQx09uRjEjAixxqnVwYfuEd2DpUTFqgqCrhsIJOJ2JOSCfrlIvJOuViIkEfzqJt1B7chPPQFiK+JpwHPsd54HMQBPTNKe++ulJsLQxO1aoYEVlBpbPtcHJKPB5RRJWJ5ljEAllVkIVWsr7vrb8Ampxq8GkXk3vOFcQlpbajfS33haSXkDoQ/ZbnBFHAaDYS9IcQBa0vpSuiKxmt0eb3sNeF5Egj7HdTvnExVVvfizZFp40/h6HnfA+zozU92mA0M/iUCyla9yYV21eR1APR8Ic6EzNoDg8cPJKKL8FTdRhZVrrMDwl148rWEQm5E3BXFOIs3tGZaEhir2nefYUcUbGa9JgNWgUxJX4oI4YPJSLPIRSRCYQjNNRWUX5oP5WFu6k5fID6sgICXm02uaGhu0pS12hZfsywzD7PLq9vlk2dMeNSdLrWimdGtlZ96K2iAVqfRkei8fjjjxOJaPfJmDFjOPfcczutJ8sy//73v7n33ntxuVwIgsAtt9zCAw88MKDpP8EIhCLsKq5jX0l9n010BAHOmZjd6TUfwPHDANH4liPVYWF4ZjyHKmIrAe7Z+jnP/PXnhIIB5s9fwMJH/tbGr3wpS55/hJWvPskPfv0wYyefcYKPvj2GjZrAbx99nc8+XMbylx6jvOQQD//6RqacOZvLb/55VE/bFyiKQqMvRIM7iNPtJxA6vo3ciqpS3+SnvsmPQS+R6rCQ5rD0npjbjPomP4XlDb1WU1pQuPnDdlKp6Vf/mvTcvvW1uKpL+PC5e/E11mGwJTJ2/r1YEgdFn1dVlcI1/8JTXYzOFKdlaBj6njUiK5ptbbgXuUdPiCWYsAXxDiuJSfZuHZJa0GJl2+u++9AU3hG1u7V+F0fuRPTWBMKygqxoKeNaWkfnYww0VHFg8V/w15ch6o2Ikp5IwENS/mntlnMWfBX9e9AZl5M8+syOm2oHFZVwREaVxOhMuaQ348g7DfvwUxkcieCpLMR1aAuuoi34a0sINydNO/d/hrvsALq0sdpP8nAEUdfp6FPTHFriutBaVYgFqqrQULiJio2t7kuizkDa5AsYdvblONK0rImOpE/SSeiM+i4Hmu1iHAUBo0mvZWGIKqhCp4GGIAgYbA6CjbUEm2qpP7CR8i+WIAe06mL8kPHknHM9Sdkj2lWmdJKI2SCRe/olFH+2hMay/biri4hL61oy4++mmuFIsqPatXV8tUeJREKEIxKGNgRKVdUOAZXdIzF3Akc3LKaheGdU5tMStpcUZ+rkhHWsCEVkrHSWKeqa7zeLUU+ibSjDhg5FmHU+lkgEXzBMZXkZL9z/I5YsWcJll8Wex7NkyRLSs4Zgj+9bJaSuupx92zSnsjPnLGj3XEtFw1lbScDv6zFYtsblY0RW6749Hg9PP/109P8777yzUwVz8+bN3HrrrWzduhWASZMm8fTTTzN1ansnugEcX4QjMnuO1LPncF2PJgo94ZSRGWQlx9bUP4D+YYBofAcwJT+dI9VNvQ5W92z9nMfvu53ZvfiV33TTTTx+3+3ccd8TXzvZECWJs86/jMnTZvH2f57g0/feYstnq9m1aT0XXnkLs+Zfj17fc39EKCzT0Fy1cHmCX5sNcCgsU1brpqzWjd1qIM1hJTm+6wZyVVU5Ut1EeV1sTWidpVKTOPPKX2Lug1QKoKZkH2uf/z0hvwdz4iDGzvsNxrj2Ou7STcuoK/gCQZQYddFPMcWn9mkfoA2qvF2E7/UVsX41WKxGklO1voLexmN9CdvrS1N4dB1Fpna3lp2ROq51ZlNRVRRZjlbR2m63qXQvB5f+lYjfjSEuiezp11C06jEkg5n4ISdFlwu4qjmy9jkAJKOF7DOvjPm4IrKCoqiIooDcxnFKknTYMvOxZeYTP3E+lcVFqIfX0lSwHhAIu2sJuz+BQ5+AzoQ+dRT69LGIKaMQjXGkZyRgizM3n5PQeuHaoOM1VBUZ58EvqPxiCf66o+2ey7/yz9gy84ggEgqGMRj10SBFURTQG/SI3fQwqApd9EAIxMVb8DS1NPIqnT4TdBaNaBQsf4iIT8sosqQMZvC5NxA/dAKCINDW5daobyUC5vhkBp10NmXbP6Ji+/vkz+ncBBwKy11WU8xWI0azAdWUhN5sJ+xvwldzFEPWCNrmCvZlkGTPHoWoMxDyOPHVlZKQMTSa5n08ZJ4d0V3+TVdQVQHJoCPJqCPJnsf5C7/PkucfoaqqKqaG8MrKSpYtW4aqqtx/99UMyRvD4OGjGZI3hoyc3HZVio7Y8OFyVFVl5EmnkJqR3e45W1w89oQkmhrqqSo9zJARY7o/BqeHuro6PB4PNpuNV199lcZGbaIvISGB733ve9FlnU4n99xzD8888wyqqhIfH8/999/Pj370o049MAM4fpBlhQOlDewsrjkml8j87ATGDBmoNp1oDBCN7wCsJj3jc1PYVljT7TI+TxPP/PXnzI7Br/ztt9/mkksu4Zm//py/vrD6a5VRtcAWF881t93L9DkLee3pByjcu43lLz3Ghg+Xc9UPf91OXwvg8Yc0SVRTMGYJ0olEkzdEkzdEcaXQ3EBuxW7RCFIwHOFgaQNN3YQBdcTxkEoBlO3fxCev3I8cDhKXnsfoS37ZmjzcjLrCrzj6hTa7POzcm4jP6pt/u6KouP2hmGUevSEWnmI06UlNT4i6OHUXRgeaxKovvKE/TeGNJXsIueuRTFYS8jrL/hRFieaPi6JI7e6PKX7/KVQlgjV9GCMX3kvlFi0N2DFsMmLz4EkO+jm45AHkoDZgjhs0ss+BiWFZRo1oEpqWs2p7ej5vENGShG7IqVCwHoMjDcvYefhKdxCu2oMadBOu2E64YjsgYEobjmfEVKTcKZiSs1s31o10SlVknPs3UPHFEgJOzchCMlhIm3wh1TveR/Z7WhvDVQWXy0Nioh29XkJv0KFro5HuKlyxy1BBVUEQBGx2Cx63L3p8cvM94jq8I3osEV9TlOiljD0LoU0GiaIo6CQJs0GvyeDaIHfafMq2f0TdwY0MOePKTuTd10U1QxQF4hO0958gCNjSh9JweCfuqmLiModHgwJVVe1TVVDSGYgfPIaGou14j+4mPUcLbpSk3uWC/UFvDeodEVSgpff89BlzWfbiP7jxxhtZuXJljxa3kUiEm266CdBeiyMFezhSsCf6vE5vICd3JIOHj2Jw3pgo+ZAkHbIc4fMPNee86R2qGS3IzB5GU0M9FaVFXRKN7iTHJlOrrPGWW27BYrGgKAovvfQSv/zlL6mr04wbrrvuOh566CHS0tI6bXsAxweqqnKowsXWwpqYXRu7Q3qihdNHd+8AN4DjhwGi8R3BuKHJHCzr3hJ149qVhIKBmP3Kn3vuOXJyctj40TvMuOSaE3HIMSE7N59fPvQimz59j7cWPUJtZSmP3fdjxp18JnO+9xMkawpOd/C4DWyPN2RFparBR1WDD4tRh8moo8EdiLk3pHDLh3y5XJNKmeMSo65SQV8T4aAfvdGM0WLvtYm/aOtaNiz+P1RFIWHIBEZe+JNOgXuemsMUrH4KgMyJ55M+trPOuCcEwxE8/nCf5E69oaf8A9AC+VLTm0ORmi+qKGjNwh2Pojsr257Qn6bwlmpG8qgzo7at7bbZ/FtRFY5+8gpVX2nhYYkjT2f4RXch6gw4C7QAtMQRpzYfh0LhO4/iqy1B1BtRwkGMjtilhB1TyGVZQRLEqBxJEkQiqoLbHdB6BFTt3oj4GsGWiWXMEJhwFYqrlFDVHkJVu1EaywhUF1JRXUjFZ69isKc2Z3lolsnt9i9HcO5bT8WXSwk2VGr7NNlIn3IRqZMuRGeyUrf3U2S/ByXSSsBVFXy+IKnpjk69GF2hK4KpKq0E1BZnwev2AxE85UUc/vhFGg/viC5rHzKekQvvbdcQ3rohsBj1XfZhOQblkZR7EvXFO6ncuZoh01o/MyOyQriLzyd7Qly7yowtfRgNh3fiqSrS1osoGPQSoYjSixiwPXSSSHreZBqKtlNXtJ1h0+Zpj5+gRuNQWNZkhjGS3qAqYFVVRAE2rfuAUCjIBx98wCWXXMJzzz1HRkZGp3UqKyu55ZZbWLNmDatWrSJn8FA+2/gVmzZtZseO7RzYuxOvx03xwV0UH9wVXc9gNJGdm481Lp6G+hos1jhOOuXsLo8rI3soB3ZtouJoUafnepIcL168mGXLtPfw2LFj2bVrF7feeisbN2oyrTFjxvDUU08xffoxOPYNoFccqWpkS2E1jZ5jn2i0mfWcNzFnwGHqa8IA0fiOQCeJnJKfzsc7Sjs9p6oq695/i/nzF/TJr3zevPmse+9Nzpt79TcaGiQIAqeccyEjJ01j+av/YuP7b7B782fs3fYlY89awLhzr0RvOPaU6hON0jo3De4gAmAx6YkzG7CadF1e266kUqdc+mPKD2zmq+WP0VDd+jonpGWTd8qFDJs8A6O5c5jUnnVL2bLqWQBSRk4jb+aPEDu4eYW8Lvat/DtKJIhj8EkMPfN7nbbTHbTwvdBx73/pjYxJkkhaRiKiKHQmFaIQHWC2oL/jLEVRO81gd4dIwIvzoJadkTK+M1FrmeiXQwGKV/0TV6HWb5Fx2kKyzrwSUdThry8l4KxAkHQ4hk0C4Oi6V2ko3IQg6YnLGk3j4e2drEu7g6woXV5LWVUQFAFREFBQ8Xk1a1k17MNfuh2dTkck5Mf1we8AMMSno8uZhnnEeeTOuA4x3ERj8VYai7bgPrqbUFNrRbXw9XuxD52AfchE5FCAuh3vE2ysBkBnjiPt5LmkTTwfydiqhW8hZS3p4JIkYYszYzBIBAIhJIsZQVARBFqlTB3OqSta2vbcBUFAiLg5sPLfVO74GFARRB3W9Fw8FQWYEzK7JBmSKKLXiXRRRIli2JkLqC/eSdXuj8maOj/a1+QPdp78MZr0WGztP7Ns6UMBrSEcICwr6PVizNUMnSRi0ElIokBq3iT2fwD1xbtQ5AiipOvWMvdYoQIhWcGki337IRUObd3Aa08/AMCp517Ep+s+IScnh3nz5rNw4YJ2vYPLly/DYrGwatUqZs2aBcCokSP4wY3XAtqERFFREV98uYmNX37Ftm3b2Lt7Jz6vh6L9rZkiPq+bu686i5xhI6OSq8F5Y0gfNJiMHK1PpqqD81SskuMbb7yR73//+82WzwpWq5X77ruPu+66C72+d6vtAfQP5XUethRUU9fYP/fNjtDrRGZOHozJMDD8/bowcKW/QxiaEU/60fpOadKeJheVpYdZ+Mjf+rS9hQsXsHjxW3jdjdjsjuN4pLFBRcXtC9PgDuB0+/EGIgyf/j1SRp7FVyv/RUXBVnZ9/AaHtq7l5AtvYchJ07+VKaqyrFDl8uFvDldU0VyrvIEwkigQZzZgtxiiTZqu6hI+feV+XNWaVGrCrGtJGjSc9x6/k0g4yIL581m48JE2X8RLWLrsOXau+Q/Tr/4Ng/I15xtVVdn63iL2rFsCQOakCxl65jWd5DZKJMT+dx4h5HFiTshk5Pl3tpOM9IRQRMbtC/daeegPegq0E0SBtIzEbme5BdpLqPrjBtaCriQ63aH+wEaUSAhzUha2jM5OUAoqIXc9hUsfwFdzGEHSMWTObSSPORvQSEH9AY2oxA+ZgM5ooXb3J1R8obnlDLvgdmp2fgjQK9HoWMXofF7NgXaoiKJWOYjU7Ce47QWQw8yfP4/LLrusdeZ2yRKWLV1GuPA9Qhf+FPvQiaRMmE3KhNnIoQDuo7s5/O7/oUZCKJEgrsKvokQKQNSbSDlpBplnXInO2LnZVmwe4CuRIBabGYvZEK1AKbKCPxDEbDZqfTOqRjhURY323KhajHgX56ndmyGfm4K1r1K0bmm0apI6ZjrZ06/BWbwdT0UBoS6yNPSShNTcnKG5h3V9z6XlT8WanIW3royafevInDCnOaCv/XtDEMCR2FmOGpeuNSR7qg+jqgoKIoGQ3Gs1QxJFjHqxXS+YPSMXg8VOyNeEq+wgiYPHxEyW+4NQWMHUh9FCcfFB/vXgz1EUmdNnzOX7d/8Fv9fNxo/eYd17b7J48VvRZfNGjOCRRx7h+uuv7zbEThRF8vLyyMvL47prtWqSoigUFhaydu1a7rjjDlRVxWQ2E/D7ObRvO4f2tTq7GU1mktO08MfiA7upLC0mbdAQAj5PzJLjlStXMnfuXFavXs0ll1zCE088QVZWVpfLD+DYUePysaWgOmZL+Fhx1klZJMZ9+ycu/5swQDS+Yzh1VAYrPm9f+g0GNOLRX7/ygN/7tRGNiKzg8gSjzdzhLpog41OzmXnTXyjd9yWb3vk3HmcV6157kINfruKUS28jIX3I13KsscAfDFPV4Ou2IV1WVFzeIC5vEJNeoqFgAzve+1erVOrqXyNHQnz04n3MiaGJ/4MX7+O8G+4jY/hENi79B4e2aEm1Q6ZdzaDJF3ciYqqqUvjRs7irCtEZrZrDlMna+4mpKp5ApMvZ2uOFnhrJU9MS0LeZcepqCCUKIKuxWdn2eiwxWt22yKZSxp/bJen1VBRSuOxBwt4GdBY7wy/9FXEd+mBaZFMJeafQVHaAovefBGDQaQtIGXsWpZ9pfv2GHohGd1UM0Abkqtq+n0FWwFW0Df+mfzNn9myef76HmdubbmL1igfJvfQ32JtzVySDCcfwk5GMViKREJLJGnVtaoESDlC95V0aCr7EMWwK8cOmYM8ZG61ktPy2miWsls6Ss0g4QlgS0Rv0zVkd2ueFhKhVtbo54UgoSNG65Rz48D+Emxu9k4dPYOzcH2FIGkIoGMZb01xF8Lii6wmClpjdVj4RkZVuXZsEUWTYtPnsWvEYlTveJ2P8LPwhudNxxcVbkbrYhjk5C1FnQA758TsrsSQNIhiKIHVTiZAEAYNe6rJSIYgiycMnUrFrHbWF20gcPAZdHyoOfUUoLEOMxnRN9TUs+tOPCfi95I8/mevuuA9BELDY7My45BrOm3s1XncjyAHmThvNkOyMfk0giaJIfn4+S5cuRVVVzjjjDNatW0dBQQFbt25l8+bNbN68hR07duD3+ygvKdSOz1XP7354CSazlThHIsGAP2bJ8aJFi8jJyeHcc88dIBknCA3uAFsLqympdh/3bU8Zkcbg1K+/J/V/HQNE4zuGJLuZ/OwEDpa2zswZTdrsYX/9yg0nWJbkD4VxuoPN2RbBbjMG2kIQBHLGnEbmiEns+XQJuz95k6riXaz8x22MPH0uE2Z+r0sZ0dcJp1sjS7FADgfY9eEL1OxbB0DSkPFMu+IXWCxmlv31eub0oYn/o9ceJCl7JBUFW0EQyZvxA9KaZ8w7onzrO9Tu/wwEkZEX/gRzQmd9dEdEIgpN/r6H7/UV3c3GJ6c6MMWYzH68ZnEVVKReqhp+ZwXusv0giKR0cb3r9m+k6N1/aBWP5GzyFtyLsYOjV7CxBl91MQgi5rShHFz8Z1Q5QkLeVLLPugZVVQg1adazRntK5+PsoYqhqt1f05DHjfvLZ5kzezYrV/Yyc/v228y95BLWrnqUUTc/jc5k1eRROz8k4nMBIAe86OOSSJ86D/vQSXiO7qKxaAtNJbsINdVRs/0DarZ/gKg3Yh98EokjTo42equRYJf7BgiGIoiSGHXsUdHIuqJ2bgNXFYWSzWvYsfQpfM4qAOLShzDm4h+SPua06OBVEATMds1ZpiUdXBQEzVWqw0suq2q3ydAAWZNmsP/DF/C7qnEWb4HU9tbTOr0Om71rIi+KEtbUwbgrCvFUHcboyCQiq3Q0JxIFQatgSGKP3UMpLUTj0HZGzrz2BFc0YpN3hQI+XvrL7TTWVZOaNYTb7n0UXQdZkSAIJCcncf7Uocc8s6woCs89p7m03XzzzUiSxKhRoxg1alTUHUqWZQ4cOMCWLVv44Q9/SDAYxGg0EvB7tQrygr5JjufPn89TTz3FHXfc8a2ssH9X4faF2H6ohkMVrn7nX/WE4ZnxnDSs82fqAE48BojGdxCT89I4XNkYtUS02R1kZA9lyZKlffIrX7x4MTqdjvt+vIDJZ8xg8rRZ5I2ddMxp3aqq0ugLatkWngD+QNf+8rFApzcyYeY1DJ8yg83vPkvJ7g3s37CCw9s/YfIFNzJ88sx+B831F7KiUN3gwxeM7bx89WUcWPUPfM4yEARyTr2M7JMvpT4osnfTu0TCwT418WdnZ1NRsBVR0pN/4U9Iyp3c5fL1RVs4suF1AIadfQOOnN7zOHyBMN5guEuJyvFGV4QzISkOqy32wYckiSiKesw2u7E0hUezM4ZOwBCX2G7d8o1LKF3/KgDxuZMYdvFP2/UntKChcBMAtowRHHn/SSK+Rswpgxl64V0oqkDE14CqREAQ2+0Duq9i9EQwWlC1cy3IYZ5/PsaZ2+eeIzsnh7pda0BVqdmykoi/KbpM2tT5ZJx+OaJOa562JKaTOmEWcjiI++juaGZH2OPEdWgTrkOboutW7lyPLX0I9szhnQdqCgT8IcwWI6IoRu2HW2RgoP1fc3Ar2xc/jrPkAAAmexKjLriRnKlzOvUnWawm4pI1whf2upAEAX0PWRNys/tUl9fGYGLIKRdR+MnrlG9fRcbMse2eT0iK61GFZ0vPxV1RiLuqCMeI01BRo5bEgqDZ6up6IRgtSB6uVZsaju5HDQeIueTQDwRj6CNRZJnXH/4V5UX7sMYn8v0/PI01rrMUyqATmT1lyHGRr3z88cccPnwYu93e7XefJEmMGTOGMWPG8Mwzz7Bx40aef/55srOzmT59OgsXLuzTPhcsWMBbb72F0+kcCOI7DvAHI2wvquFgqTOmScj+IMVhZtrYQb0vOIATggGi8R2E2ahjwvBUNh3QZvEEQeCs8y/vs1/58uXLESUdTa56Pln1Jp+sepO4+EQmnn4uk8+YSf74k3v0LW+LsCzT4A7S4A7Q4AnEHFAXK2wJaZxz7W+pKNzGV28/TWNNKZ8vfpSDX77HKZfcRkpO/nHdX3fwhyJUN/iIxDjbX71vPUUfL0KJBNFbHOSffweObM1aUVVVqnatYcH8+X1s4p/HirffZuQl9+Doxp7WW3eUgg+eAFTSx88k46RZPW5XVhSavKGYz+t4oKPXjj3egj0+BllXMyRBs3CVROG43G89NYW3zc5o2wSuRMIUvfcEdXu1SlXq5AvJOeeGbntgWnoa5LAPf+1RdJZ48ub/BslgRlVV/K5aAAy2hOg2uqtiKGpswXmqquLe/xELFvTjPlvxBpGwJp8zOtK11PKAG0feyVFb3raQ9EYcw6bgGDYFvV6H6i6n7sCX1Oz/ksbSgwDU7NtIzb6NmOKTSRl1KmmjTyMpbyKS3hhNzA74Q1gsRtQ2REQFXOVF7Fr2FJW7PwdAZ7SQd95VDD/7MnTG7gfa8anaeSuREKIcAH3391lEVunJAGvoaXMpWr+EpvKDJNQWYUrRmoytcWb0xp4/L+PSh1EJeKqKo6+prKqY9Tr0utgIRgusiRlYEjPwOStpOLKblOQT53oUkRVkVXMy6w6rXniY/Zs+Qac3cN29j5GQlk1YVdG3OSWdJDBryhCS448PKXr2Wc0E45prrsFq7f2zY9SoUWzcuJGDBw9y+umnA/2XHLvd7gGicQwIhWV2Ha5j75G64z5eaAuLSceMiTndShQHcOIxQDS+oxgzOIkDpU6avFrT4+kz5rLy1Se56aabepTggOZXfvPNN2M0mfnLM6s4WrSPLRvWsOPLj3E3Oln//hLWv78Ea1w8E049h8nTZjJ6wmmdSuDeQHMjtyeA2xc6IeXOjsjMm8TcnzzF/s9XsnPtq9SVHmTVE3eRd/JsJp3//T4H3PUFLk+A+hita+VwkKJPXqBm36cAOHLGMWL2jzFYW48vEnDjqS/v84zaZZddxpIlS3AWb8XvLMdgS8BgdWCwJmCwxBMJeNm38u/I4QDx2WPIPev6HrfnD0bwBo49fK+vaLs7i9VEQlLs2llBENonSQsicjfZDrEfT/dN4W2zMxLztLTfsNfFwaV/xV1+AASRwTNuIXXi7G63H/Y1atIrwF97FEHSMXzer9rJq0JNGtHQxyV3W8GIlWC0QPa5Cboq+36fLVzIksWLMcSnk3H6ZSSOOpN9z9+JHHC333+HSyaKIrY4M0ajDhJGkJAzgrxZ17H9lT9TueNTbKk5+BtqCDTWUfrlu5R++S6i3khy3iRSR59K+pjTMcUn4w+EMJuNgIrPWcPOlc9y5PNVqKqCIEoMmz6PUeffgGS09Sph0RnN6E1WwgEvQqgJwWTttmgX6WVa1WRPIuOksynftobGgx9hShmGJInYHb1LOVucp9xVxQgISJKATtR6RfpmsqwhZfhESjZVUlO4nRFTTqy9ajAsYzF0PVjb+O5rfL7yPwBcfvcDDB45AYCASpRoSKLAzMmDSUvoPpW7L6itrWX5ci0745ZbbolpndGjRwOwf/9+bDbt9eqv5DgubiBNuj+IyAr7SurZVVzXpzDI/kAnCcycNBiLacAV7JvEANH4jkIUBU4ZmcGarSUAWGx2fvDrh3n8vtt79Su/+eabWb36Q+7845PYExIZO2UaY6dMQ5Z/R8HuLWzZsIZtG9fidjn5fM0KPl+zArM1jpOmnkX+yWeTmjuBpoBK8DjbncYKSadn7FkLyJ14Nlvff4GirWsp3LyaI7s3MHHWtYw87WLE45jKKqsKNQ0+vDFKwHz1ZRx47x/46lukUgvJPnleJ4mXHNL6O/o7o1ax7d0unhUQRBFVkRF1BgzWBEq/Woo+SkQcUVKCqKPJH+oyA+DrgNo8oDOZDKSkOfq0bsfKgyCCoHTfMBz7MXXdFN4xO8NXe5QDi/9CsLEGyWhhxKW/wja4Z2ma69DmdkF3Q2bfStygke2WaenPMNiTo7N8AoI2mO/Q4N3tOagqst+NHA4g6U14mjTJU3/vs+ELf4uppbeni2Twtq+ExWLCYjV22Zyvt2hEMv2ksxh27tXUH9pOzT6t2hFw1VCz7wtq9n3BniWPEp81gtTRp5E2cjLOwq0c/OgN5JDW25E16RzGz7uVuLQcIuEIwWAYAa0a1RXhEJsH8iZ7IuGAF8JeTAYd/i5C9lpOTe7F8jj71Esp37YGV9EmEk+aT9Kw4TEl0tvShgICYU8DQrARXbM8Liwr0STyviAlbxIlm96jumBrn9ftK0JhGYuh84DtwOZ1vPPcXwGYfe1djJ82p3UdRUAVtD6UGZNzyEw6fn11L7/8MuFwmMmTJzNx4sSY1hk1SqsA79m7l4omlazBuX2WHC9dupT8/HwSExN7X3gAUSiKysEyJzsO1cYsOz5WTB+XddyqZwPoPwaIxncYOalxDEq2UV7nAWDs5DO4474neOavP+/Rr9xgNHHnH59kzKTT221PknSMmnAqoyacyjW33kPhvm1sWv8h2z5fi9tVx5efvMuXn7yLzmAme/QpDBk3jUH5U9B9QxkXFnsSZ17xc/JPuYAvVzyJs6KITSv/ReGmDzjlkttIHzb+mPcRCMlUNXiPi1SqI6Tm69bfGbW00dMJB7yEvA2EPA2EfI2gKqiKRhyUSIjaAxu63Y5otKIzO9CZ49FZ4tGZHUjmeHQWh/Zj1h4Tuwo3O0aozYF7eoOO1PTYBsACAipqO5vPtjgeEipZVdF1mFnumJ3RULSNwhV/Rw75MTrSGXX5bzEkDOqV5NTu+jj6d/rUS0kee06nZYItFQ1bqyRDUVWtV4HmQX0349lIwItz7yc07F6Dt64s+ripOfivrKys6xW7Qct9pjO1GRx2kwyuN+ix2czodN0PtlvyK+RQEElvIHXUKaSOOgVVvRN3ZbFGOvZ9gav0AI1lBTSWFVD44UvR9e3pQ5h09S9IG9nak9TSt6ECEUXtRDgkSUTfLJkwxSfhriklEmjSMi48gW7JRk82t4qqYk4ZTELuBBqKd+Av+Qzj2NHdnndbmMwWLEmD8NWX4a4+TFIz0YhE+kc0knMngCDgqjyMr7EeS/yJk/J0NftcUXyA1x7+BaqiMGXGPM5eeHO751UgLMDMiTlkJR+/CoCqqlHZVKzVjFBYxpSg6fQLCgpYv+soI0+7iKVLnuqT5HjZsmU88sgjA43gMUJVVYorG9laWIPbd+xhe7Fi4vBUhmZ0bZc8gK8XA0TjO45TR2WwbENhdIJx7OQz+OsLq7v0K8/IHsrCm37O6TPmYrF2/aGvouL1h3G6A/gtQxh61g0MOfM6ao7up2TXBo7s/gxfYx2Hd3zK4R2fotMbyRo1lcFjp5E1air6HnTSJwqpQ0Zz0Z2PUbjpA7Z98CINVUf44N+/ZMhJZ3HyhTdjdfTPacLlCeJ0+4klCFsOByn+9AWq934KQHz2WPLn3N5OKtUROlMctqRBLFmypE8zakuWLMGelsPUa+8FIBwKEwlGKN64jOJPXwYg57TLMNgSCXkaCHtdGhlp81tVIihBL6Ggl5CrvMf9iXqTRkDMDo2QWBxRgiK1JSQGc8xfvoqqIum0QL5YZoIBtIn9nq1sj11CpaKq7ffRNjvDXXaQko9fAFUhLnsM+fN/hd5iJxyRifjdKOEAot6EzhzX7lr468rwVmiNy3HZY8iafk3HHaOoEGqqA8BgT4mSsdYj034EtTPhaDq8nZJVj6JEWnJYFnbIx1jKD3/0IzIyMpg9u3t5V1ssWbIEa3IWUhuiIaAN2qP5JaJAnN2KKYaQhRai0ZIuHt2mIGDPHIY9cxjDzrua0k3vU/D+IkJtrGgBmqqO8NnjPyU1fzKZJ00jc/w0JLOj3TJtCYdRL0VJBoDZrg3q/Y1O9AY9VpuA6vF1GUQZUVS68z1rcWDKPvVSGop3ULv7I4bPuLbL7JAWtITtgSaf8tWX4ak6TNJwjTTJamtTeF9gsNpxDBqOq6yQigNbGX5Kz71Yx4JQh7yQxvpqXvzzjwn5fQw/6VTm3fb7zu9/AfIGJx93S9ENGzZw8OBBLBYLV111VbfLKYpKaa2bogoXR2vchCNamngoGODTL3aQMmo6Ov0ibrzpJlbGIDm+5ZZbsFgsXHfddcf1fP5bcbTGzZaCKhrc3TvNnQgMTbczcfiAw9S3BQNE4zsOh83IqJwk9pXURx/r6Fce8Hsxma1Y4+K7HAjKSttsi2AnK0NBFEkbMoa0IWM4+aJbqCsr4MiuzyjZvQFPQzVHdn3GkV2fIekMDMqfwuBx08gedQoGc+yNvccKUZTIP/VCBo87k+0fvkzBl+9xZOc6yvZ9yfjzrmLM9PlIutgsUxVVoabBjycQW4aEz1nOgVWPalIpmqVSUztLpTpCEARSxp7H0mWv9W1GbflyRp1/S/S1NBgNuI7spHjdKwCMnHMLgyZdQCQUQW7jFhMKy7ibbWuVkJeIz0XE3xj9Lbf8H33MpYWzhQMo4QDhpuqez0cyNFdG4pFaSEm0YqJVSSRzPJLRBgKkpSf2uUGvNwtPQQRBPjbTLEVVkdq8T1pkU5LRQslHiwBIGX8euXN+hBIOUrHpHep2rm5XRbAmZ5E4fhbJY89BkHQULr2/+fh0DJ/363bN4ipaMJ0KhNwa0dDZkro9h46Eo+nIdopXPMjs2bN5vpdk44suuoh33323V7LRcp9lTL+u/WdGm4qGxWLEajVFw+56Q0tlTA53PehwFu/iwLvP4Dqq9bEYbAnkzfwe5qQM6g5spmbfF/icVVTu2Ujlno1sffUh7IOGkzb6NFJHn4YjOx9BbDUIkBUVNSwjSQKSKGJqrh4EmuVpOoMOW5wFtcnXabZeVhS68iFTVTVa3UwcPglbag6emqPU7FpL5slzO51T2zRvAF8ogi19GDV7P8NT1T4PKSwrGGMM0myLtLxJzURjy4klGhE5ek2Cfh8v/unHNNVXk5qdyzW/+j+kLswB8gY5MJuNBCMKxuOY89FiaXvllVdit7cnMaqqUt3g41CFiyNVTdHXVlFUKp0+7CnZ1JUV4qw6yuCxWUy/+jesfuH3zJ07l0WLFnUrOb7ppptYs2YNq1atwuFwHLdz+W9EpdPL1oJqqht8vS98nJFkNzF9fNZAxelbhAGi8V+ASXkpFFe6Os3MCYKAze7oMowvGI5EcyAavaGoBKE3CKJISs5IUnJGMuXCm3GWH+LI7g0c2fUZ7voKju7dyNG9GxElPZkjJjFk3DSyR5+K0fL1NM6ZrHZOm3c7I6bO4au3n6LmyD62ffAihZs/5JS5PyJr1NQe1w+GNalUV0GCXaFm/3oOfdQilYpvlkqN7X3FZqSNOouyr5bEPKN24403Ioo6sifNjD7urjnKltfuB1UhZ8oc8s5aGP2QVRSFcChMY5MfbyiIomgZAZLRhmS0YUzoPnRKVVWUcADZ7yLiayTi74aY+FwoYT+qHCLsriXsru35pEUJgzWBKlsCelsCBlsiBlsC+ujvBO23Jb7dgFwvib3auGqbF48pA6RtU3g0OwPwVBQAAoPPvZ6MqZfQeHgHh95+uMsqgpbm/jJVG9/AmDyYYKNG0pLGndsuMDHa2N1cvWghGoYuMjQ6HScQDngpWfUos2fP7vH+aZtsfPnll1NSUtLtYKnlPgOB+I7Wyc33VZzNjC2ub9VLydA10fDUHOXgqmep3rtRW05vIvecKxh29uXoTBZUBdJHnwbz7yTsKqdi9+dU7NpAffEemsoP0VR+iMI1/8EYl0DqqFPJHHcGqflT0BnNKKqKElGRBRVDnCbR8zc5o/vW6XXY4600ubydLFwjEQUl6EEO+pGMZgwWO+FIq1eaXq9n+DmXs+PNhzn6xdukT74Qsfl+lUQBo15qJ/OTFRVZVqIN4Z6qw+32F5YVjHqRWFPqW5AxcgoHP3mT8v1beswAOVYoqkpYVtABr//951QePoAtPpEbfvcUZlvnikVuZjypDgsqUOMJke04PhJbl8vF4sWLgfayKac7QFGFi6LKRrz+1kkiVVWpcfk5WqORDnuqRjQaa44CpyMIIoqisHr1arKzs5k3bx6XXXZZ9L28dOnSaCjg1VdfzaxZJ47MfddR1+hna2E1ZbWeb2T/ZqPEjEk5XYZcDuCbwwDR+C+AUa9jUl4qG/dWdruMikqTN0SDJ0CDOxBzY3NPEASBpKw8krLymDTnBhqqDjfLqzbQWHOUsv1fUbb/KwRRImP4BIaMm0bO2NMxWU+8bjJp0HDOv/URird/zJZVz+Gur2DtC78na9QpTJ37Q+xJmZ3WafQFqW/0IysqkYAbORRAMpjQmeI6fXn3RyrVFXQmKyPm3MXqdx5i7iWXsKiHJv6bbrqJ1atXo6pQfXAzWRPOIeRt4quXfk8k6CNxyFjGX9o+REpFIIKIOc6COc6CIisEAyFCgTDBQIhID/74giAgGcxIBjOG+J6D/pRIMEo65DZkpC1BkX0u5KAHFJmQuy46qO7+AET0lngMcQkYbYnobQnorBoJaUdMrA5EqXU2VWg+9mNpDFcUEEWo3LQy+pioN5F3yU9JzJuKq3g7B5f8JaYqwgcffBB9PGWcZo0brWKorRUKJRIm4nUBYIiLTWvfsO8TlEiQ5/uQbJydnc3jjz/O7373u07LaPfZzc33mcqhpfczfMG9GB3piKKA1LyPfky8d5JOBZucFHz4EmWb3kNVFARRJGvqBeTNug6zPSXalK+iQrOczZSUzejzr2f0+dcTcDs5smUdNfu+pPbAZoLuBko3vU/ppvcRdQZS8iaQPuZ00secjiUxDb2tmWg01rc/Lp2E3WGlsdFLKCwTDnio2vERNds/oKmmNLqcPS2HtImzSTvpPAwmGxariZwps9i36jn8DdU4C74ibdQZ3aZ5h5rfa3HpuQD46sujnzHQXC1RVHR9lE+lDxuPpDPgc9XSWH0UR/rgPq3fF4TCMh+8/DAHtqxHZzBy3W+fIDG982TF0Aw7GYmthPp4Eo1XX30Vv9/P2LFjGXvSJHYV13KowtWlPMfZ5OdIjRtfm+q0IzUHAFfNUcIBH58v+QcAuZNnUVm4lRUrVrBkyZLo8vn5+Vx77bW8+OKLLF26lAcffHAgFbwDGr1BthXWUFzZ+I0dgyjCjEmDscUY9jqArw8DROO/BPlZiew/6mz3YRuRlWifQYMnGPMsfX8gCAKJGbkkZuQycfZ1uKpLKNmtkY6GysNUFGylomArXyx/nPTc8QwedyaDx56OOa5vTjh9PaZhk84je/Sp7Fz7Gvs2rKBs/1dUFGxj7FkLGHfulegNJhRVpcblw9Xgonr/Omr3fISnvrVvwZY0iJSx55E26ix0JmuzVOof+OpL6YtUqjskDDmJ/Avu5sP3/9nljNqSJUtYtnw5os6AY/AEGo5sZ/tbf0MQRUq+WoWvvgJLQhonf+/3bbINVIJhJTq4aYEoiZitJsxW7Uu/L8SjJ4g6I4a4VAxxqT0uF2c3oRcD+Fx1BNxOrYnd00DY42z+3fx/c2N72NtA2NuAl+Iet6sz29tVQwy2RCSLA70tAb21+XFrQsyN7Yqq0FSyh+rtqwGQTDbGXP0nrGm5RAIeDr39cJ+qCKtXr0Y027FmDNeqGIpKx3dj2KMNgAWdAcncu6ZdVVUadvcvh+VPf/oTO3ft4vI299niJUu0bB2dkazzfkDVV0sJNlRw8NXfMOqK35I5alJU6qb2I1mrhWhEgn4KVr/E4XVvRZ3X0sacTv4FN2NL0wbJ7WVLGtFA0Jq0g8EQRqMBo9VB9slzyDl5DoISob54F1V7NlK5dyO++kqq92+iev8mdi75B/bMYcQ1DzB9jXWE2kiqQCMb8Q4rRZvXs/vNB5GjVapHOlSpXqDk09c46ep7iU88AyQjudMu5cAHL1L25XIGT5iO2IVtmdJGctVyf4Y8TjzVh4nPbs3CiUQUdN1YyHYHk9lM2vBxVBzYSsX+LSeUaGx851U2vvsaAFf89K/k5Hc23MhJi+vkLuUPy7iDEeKMxx4G+8wzWhP46TPn8eanBV0u1+QNcqSmKWr/3haO5nussfooW95bhNdVgy0xnWETz+bQ5g8QJB0/+7/F5KQncM2sCVF3qcLCQj7//HPuueceXn755WM6j/8WeANhth+qoaCs4Wuxt+8J08YOItVxfKyTB3B8Iahft3n+AE4YKuo9LNtQiLMp2JxtETxhSZt9QWNtGSW7N1CyewP15YdanxAE0oaOZci4Mxk89owT6pgC4KopDH3cxAABAABJREFUZdPbT1NRuA0AqyOFCeffhD5zIrVFOyj44J8okVA3MphliDoDqWPOo3LXhyjh/kmlukIk6GPfyr/TVL4fBBGjzUHQ3SrvsCUNInXsDFJHn4VkMFG45t/U7FsXjUyWDGbOvO0f2JslGbKiEghFYpIZdUQL8dB+wu16PI4VNrsFe4I2AAmF5R6PT1Vkwr5Gwu4GlEAjYY8Tf5OToNtJyOPUCIlXIyYtLluxQDJa0NsS25GPdmSk+TnnwY0cWf101O924o+exuRIA6By8zuUfvoSZaWlMffVZGdnY0rPI//K+zsRjBa4S/dQ9NYfMCZkMOrGJ3rdbsTXxJ6nv89bb73VJzOBt956iyuuuAKjLYGgp9XxzJKcRcK4WSSOOVvLnPA0ULziQbxVRYg6PWMv/yVH1i+mqayAyTc+QMqoU5qrR7Htt2LHJ+x45S8Ikg5V1iqqjpxRjLzoByTmdh6wiqLYXPlRAKFdo7TBqEcUBYL+EJIktOulUFUVd3UJVXs2UrV3I/WH97Z3yRIEck6eTfrYM0gfdTJmixVRFKnc9xXrn/ols2fP6rJKBWhVqptuYvXqDzn1lgdJGz2ViNfFqt9dhhIJceaP/0lCducQzUAoQriNnG/nq3/AeWgrIy64jUEnX9B6aIDVrI85U0MQIDnezM4PXmHLin+Tc9I0Zt76YEzr9hUlOzew9l/3gKpy/g0/5az5N3ZaJivFxuC0rklyht3IsKT+DQRlWaG01s2qteu5/dq56PQGHn7lY2wdkse9gTAl1U043YFut9VYW8byv9+MpNMjR7RKx+wf/JWCr97n8M51DJ8yi9t/81cS44xcO7PVTWzz5s1MnTo1+veUKVP6dS7/DQiEIuwsrmV/iRM5Rtn1icS4oclMHRnbZMsAvn4MVDS+41AUlaoGL0dr3JTWujlS1UR9U/cfst8E4lOyGH/ulYw/90rc9ZXRSkdd6UGqi3dTXbybr95+itTBoxk8bhqDx03DltDzzHh/4EjNZubN93N070Y2vfNvvA01fP76X7EkDybgLGP2nFhkMO+iqirx2WPIn3NHn6VSHRHyNrB3+V/x1pUg6s0MOvcOzOn5KEEvSjiAwWzBbtGjhIOoSgQQyJvxQ3x1R/HUaBrv4dMvi5KMUFhubtrsHzpWPOSITCgYPmbiYbYaoyQD6HX2SxAlDLZEbI6U6AAzIiudbIZVVSHid7ephjijVZFQ2yqJtwE1EkIO+pCDPgL1sVu9Gu0pVG5+B0NcInqLg+ot7/SrirBqzTrkbjT0AhBplpLp45LbDTO7G3Kq4WPLYcmefjmH3vs3AEn5p3DSdX8ChGadP5gyEhn886fZ8vKfqdr1Gbteux9TfDKgyRQknYigQkvrvdpNkKCqqlTv/Zz9K/+l/S9HsCRlkn/BzaSPn95tT4HaoimjZR+ty4WCYfQ6sUuJkiAI2NOHYE8fwogZVxP0uKjev4nyHZ9QtWcjqCpHN33A0U0fIEp6kvMmkDpiMgVrXmb27Fm9V6nefpu5l1zCRy/9kYv+shibI5khU2dRvPFdDn++jIQr7+10/uEO960tPRfnoa14qtpX6lS0QbUuxhwgXXNFJnPUFFjxbyoPbkeRI4jS8f1qrys5yKeL/giqytTZlzF93vc7LZORbO2WZADUekIMTTQjxshMVVWl0umluLKRw5WNhCIKb72q2R1PPmNGO5IRCEU4WuOmxtV783FcYgaipIuSjPxTL8SeksWR3ZoV+Khpl2AySJ1es5NPPpnvfe97vPLKK9x9992sX7/+f67hOByR2XOknt2H606oQqIvyE6xcXJ+2jd9GAPoAQNE4zuIQChCaa2b0ho35XUeQm3e8EPS42lwB/s1m/11IC4pg7FnX8bYsy/D01BNye7PKdm9gZqSfdGfze8+Q3J2PkOaSUdcUs/9AX2BIAjkjDkdQ9oo9q1fStnmtwk4S/skg1mz9iNGXvAT9OZja3D3u6rYs+wBgk01SCY7WTN/iikpp/lARTyl23EXrsPfUBFdx5Y0CNug0VGSAXBo3ZskDh2HddCYY07H7ghJJ2HWSe2JRyAcrXrE0nRtNOk7pX7HEjwniWK7WeyuvtKF5j4OvSUeUod0uZ2IrGghdkGfJsVqQ0DC3tbfIY+ToKu6U0ZEsLGaqi3twxH7m+auBjxILfdNhxOKNoLHJcdUJTjWHJaI0jqY9bvqcLv9SJKIxWLEFmdGJ4mIopFpP3qAXcueomDt6//P3nlHx1GeXfw3M9u16t2yJMtN7r3gCjYYYzA2riQkVBsSQiAJIQkQAqEECAmQTgI2PRR3YwwWxeDee7dkSVbvdfvuzHx/zO6qrZpxAuTzPUdH0u7s7Mzs7Mx73+e59+Kq97tiiWAxhw7mC0BVofrcMY6s+TvV544GHzeGxzDjN28hSnq/RiUghvf/Dly7VAEFVcsqbHW6iIKAy+FGb9S3m6sSfD9rFGljr6bnqOmsv/9KAHpNmkPlmQPYq4qpOL2PitP7kCSp61qXZctITUsjf3cWmdMXMeDKG8nd+SHFR7Yx8JoyzFFNJNQTYkAWntQHgMZWzlMAXlmlq5EaAcev2NR+GMMicNsbqDp/hoTeobN7LgS2mnI+/cev8HlcpAway/V3PdhmgJ0UE0bvpI61dz5FpcbhJS6s4x76mkYXOcV1nCutw9FMS+hyOtiz5WMAplyjff88PpmiShtlNfYu3/NESUJnMOFx2jCYwxly+SJO79yAqsgkZgwlMbUfOknUghtlpYUz3jPPPMPq1avZvn07q1ev7vZ14NsKWVY4VVjDkXOVIe2gvy5EWY1cMTz1/x3h+7bhEtH4lqCm0UVBRQOFFY1U1DnbXc5s0NEjzkpRZeN/cesuDNboRAZPnc/gqfOx11dRcHwn+ce2UZ53nKrCM1QVnmH/R8uJTekbrHRExn81EZ7Hp7lKebwi6RMWgapScmA9r776atfFtGlpVJ7eTo+Rsy54O2wVeZxY9yxeRz368AR6zrgfQ4RWxbEXH6ds6z9RfR7mL5jPotZtXKtXI4oi1h4D0BlM1OQeZO/rv2H4zU+26Pf+T0DSSZitEmZrE/Fw+4mHJwTx0Bt0xMRHteiv6ZJzlCCgb2OHeWE3E0kQkVHQmcLQmcIwxzadQ4E8CndDtWZBqyog6ojuP47a0zvRW2NInTAPr60Oj60aR205jUWnLriKIHud6NpxYPM2NqWCd2m/zOGExfW8oByWsLieiMYmsa6noRJUsFiM6PU63C4vnmaHu++sOzFGJXFs1YsAHP/gZeL6jcQcEXpw2VheyLF1L1F08EttW/VGUsdcSf6uj9AZjBjNXXGs8sehB/4TRIRm2g2XJCD7FAzGJiOAAElRA5WWZgRGFA1aW6Ktjj5TbmDEovuxVRRQenwn2Z++yQ3Xz+5WlWr+vHl8un0t/actJLJHb5IGjafs5B7ydq1n0KwfaNuBijdEFTDgPGWvOI+iyEG3Kmgixl0ZPAUqOqIokZw5ivyDX1J8ev9FIxoep51P/v5LHPXVRPXIYPqdTyAj0dzINiHaTO8eXTP4qLB5QhINm9PDuZJ6zpWGFnUD7N3yMW6ng8Qe6fQZNIrz5Q2UVNu61brjdto4/MlbKP5qoMfZyOrf34Zer21Tv3EzMRua7gPeVkSjZ8+e/OIXv+CJJ57gl7/8JbNnz8Zk+noCa/8bUBSVnJI6DuZUtHDy+ibAZJCYMToNg/4CnCku4b+KS0TjAqGqKtXV1dhsNqxWK7GxsReVVcuyQklNU0tUd77kqXFWKuocbfIwvskIi4xj4KQ5DJw0B0djDQXHd3H+2DbKco9SXZxDdXEOBze9TnRSL9KHTqHXsMlBUV9X0ej0UFnnDA50VVWl9tweFixY0O0BxsebPyN5xDUX9JnXFR7n1IbntWTpmDR6zvgZOrN2o7YXH6fk8z93qY0rK+sTUq/6MR6PB1vRcY78+zFG3PI7Inr06/Y2XSgknYTFKmlJywSIh7/NyusjJiGqbSBfF8YFIe0JhcCvloF6wfA6QWhKz6bpf1Dxyu23azWWnOXMqmfw2ms13c2Chzj/hdaikTx2NukT5wWX9Tjq2fGH711wFUEytD/A9vhTwQ3hXSMagiAQPXQGq9e81e0clpTLb0Vq1l7jczYQEa5Dp292S2jWraQoKinjZ5O3bS228nway/L5/Lk7GbvkGazxKYiigCAKeG31nMl6g7zt61EVGUEQ6TXxWgZffyceez35uz7C5+lqa2fbD0yrcAn+v0WQwOeTMZq65jRjiozFbatDcduwWM1YrJlExCdy4oN/dnt2euHChaxcuRKvsxFjWCQDr/ouZSf3kL/7I/pP/z46YxgerxLydDfHJCMZzMgeJ86qIsISWl7LvHLXksJ1zTJMUgaMIf/gl5Sc2s/Ia2/t1r6EgiL7+GLZY9QW52KOiOHqe57DYLbi9sqY/OdJXKSZvinRXZ4CqHV68coKeknE7fWRV9pATkldl/IWtm1aDcCwKbM5mFPR7dad4jP72frOM/g8LubPn9/CcGPlypWsWbOGfR+8RGJiIsP7XAOA16fQ+tT6xS9+wSuvvEJeXh5//etf+cUvftGt7fi2IK+0ngM55dTb/ntp3l2FKML0kWlEWLpm7nEJXy8uEY1uoq6ujjfeeIOXXnqJM2fOBB/PzMzk7rvv5tZbb73gMB+Hy0thZSMFFY2UVNvwyRfW/iRJIukJEWQXd28w9E2BJTyGAROuY8CE63DZ6ig4sYvzx3dQkn2I2rJ8asvyOfzpW0QmpGntVcMmE52U0UGvt0plvZMGR8sLps/ViK26+IIHGD6XrdvtU1XZuzmz6W+osg9z0gBSpv8YyaAJJGW3g7Kt/2TmNV1s45o7l08/f4W0uU/C9mXYSk5x5K3fMPLWp7H6LTT/29CIh5mwcAvWCIumPfDK+Hw+fD4F1d+WFOjTDnxkgc9OAAw6KThLFXhcFMCnKLg8F0LmBfQIbRy4AKpObSfnw7+g+jxY4tMZsOjXKLKsZWcIInGDL0dW1GDgmt4cQXh8arerCCtXrsQUEYuob3/209PNigZAzOBplO9a0eUcliVLlyLqjMQOvgJbif/65TcVcNWWY03s1eH76cO0Fji9JQJHZRE7/3IPo29/kogefcjftppzX7yH7NYqrvEDxpN53VKiUvogiiKyXfPWl71uVEXtPBE+cPnzM8mmM0RDIPtHkRU8bm+LykZ7MEfEUl98LhjaB5oZA1y41gXFg96kJ3XkRKJ69qGu6Bxlxz6n//TvIHp8mFS1Sb+iak2DqqoS0aM3tfkncNUUEJPWr1meij91XRKD/weea43mhLzHQE2cXJF7HK/bid7YvZyT5lBVlV3v/5miE3uQ9EZm/OhZwmM1IhuYwIqJMNG/Z9dJBoAsqxzKr6Gh3k5hZWOXzUoKc8+Qd/YYoigR03/yBZGMz1//LTOvnsGrr77a7gTOkiVLWPf3h0iND2fI6EltdBoAVquVp59+mttvv52nnnqKW2+9lYSEi68p/LpQVNXI/jPl3zitZ3NMGNijhX3yJXyzcYlodANZWVksXrwYh8PBggULePLJJ1uE+jzwwAM8+uijrFixotPkXdAu5lUNTq1qUdF4Ub/YCVFmymrsNDq/ebMR3YHJGkX/8bPoP34WbkcjhSd3k39sOyVnD1JfUcCRz9/hyOfvEBGXEmyvik3pGxygenwy5bV23N62N4yAteYFt8F4nN0iGqVHP+Xc5lcBFWv6aJKn3NXMjhYazu1A9Xm61yeemoYtfz/J035MyeY/YS/N5vBbjzDytmcJi0/r1n51hEDVoKmaoP1uch3y/+9fxhxuDgpaBZM++FpFUXC5vLhcHrxeuY14WBJFzEYppOtOV514QkEUBXSSGBSTq6pK8Y4VFG57F4CoPmPoP/fnSEYzBVv+rT2WMQJjeKzWpy02EZ/EUdewes1r3aoirF27FlmWObH8HhJGXkvssBktgvsAPA1NYvCuQmcKI/26n5G17pnOc1iWavkYfef/GmNYBEKEJs4XJT2Kz9OGaLSUXxPcf4B+19xB0d6PaSg6w55/3I9kMuNzakQiomd/Blx3F3H9RgIaIVAUGRXtGMoeF3a7K7g+URT8FRFNkyMKYgsSIiKG7pprdu7IPhmfJHT6vTFFalalzvpqRP/JazJrn8OFVql0ZktwXwbNvImdy5/k9OYV9J66QGv3amcCJDq1P7X5J3BUnsccYmbWoJNaaJQCCJIOASSTPngcIpLTscYlY6sqpTz3OKlDLwuSk0D7WDAZktZ/t8SJz1dweus6EASuuONR4ns1tWR6vDJRViOZPaO7pCVSgXqbm8p6h3aPUxSiu9HtUtPgZM2KtwFIHTyh25bobqeNre880yWh//r165k7dy4vP/sAz76W1S6hueWWW/jrX//KwYMHeeyxx3jppZe6tU3fRFTUOdh/tpzSavvXvSkdYlB6LAPSYr7uzbiEbuAS0egisrKymD17NjNnzmTZsmXtzogsXbqU2bNn8+GHH4YkG16fTEm1XdNbVDbidP9n2psEQSAjOZKjuZ2kNH+LYLSE03fMDPqOmYHHaafw1B7OH9tO0Zl9NFQVc+yL9zn2xftYoxNJHzqZhMzL8FlT222Z+api2o7aYJpDVVUK96ymYLcWAhXZ/woSL/t+i9wNVVVpzN7CggXddDOaP4+Nn20hauBVJF/xE0o3v4i9/ByH3/w1I297FktsShuS0Lx6IATai5qRhBbLNnttV2G0GFu24DSDKIroDDos/rYQWVaQm1U8TIbQJAO4oDa15tCJAooi4PO6Obfxb1Sd3ApA8rg5pE+7FUGUUFWFyuNfAE3heoqqoqhqsAqTMGw657e80600dwBBb8LbWE3x1rco3bWSuGFXET/qOoyRCchuO4pHm1nvalhfABEZI+l9w0N8tvFFUtPStByWZrqelatWsXbNWgSdgX4LHiF5yGWYzQZqajWSG0hfd9aWd/5m/owInclC72nf4diKPyC7HficNnRmK4Pn3UePEdNCZspI/mqOqihBZyRVVZFlFVkGaHktVFStNUjS6fwERECvk9qthHjdPkRBQAzh2BTouLJEaSTO21iDQS8hiQLm2FhiUnqxatXqbmtdonv0wtgsgLT3ZddwcOXfcdRUUHRkC8nDprX7+sgUrcWxvig75POyqiKGItz+L6YkBb60gVYySBk0jjNb11Nyej9pIyc3vaarO6Wq5B/cwp7Vfwdg/OJ7yRh3JTQjKoJeR3JCBDaPjOi/noiCVqUUIPiYw+WlqsFJVb0TT4uJHgGfqqLrZKMCWRg1dY2c2fcZAP3HXdPVPQni3IHP8Hm7Hmq5bNky0tLS2Pn5BuZNGxpyOVEUefHFF7n88st5+eWXueeeexgy5KvZnH9dqGl0ceBsOQUV33xdZ4/YMMZfsrH91uES0egC6urqWLx4MTNnzmTdunUdzoisW7eOG264gcWLF3P+/HmioqJodHiCWovSGtt/LdsiwmIgPspMZQfi8W8rDOYw+oyaTp9R0/G6HBSd3sf549spOrUXW205J7au5sTW1RjDY4ntO464fpcRntwPoVmYls4UjjU25YLEtNbYFHQma6fLqopC7pevU3r0EwBih88hdsTctknjbhvO2pLuuxktXMiqlSuxSB70MdGEX/8Lsjc8i608nyNv/ZpJP3iesJiL59rVGQxmQ7skI4hmxE+SRCRJxIAevd8uVZZlZJ/2c8E+vaEgCCjOek68/ztsJWcQRImMmT8gccTVwUUazh/D01CFZLQQ039c8HFZVlAFEZ+ioOrMZFx/P1lrnmbOnDksX768kzT3T7SWMVkmrOcgfI563DXFVBz4kIqDHxHVbzxRfcdrx8Nk7TKBbY6IjJEMXPoSdae2sP7DFaxauTL4nCEyCePgG4gdPI30Yf3R6bXvgBCoOPlJgbOuvJX8mjZljcB5e+6zt7FXFAAg6gwoPg8+p42qM/tIGjYFSWyrmWgelih73Z1asIqCvz3KJwcpiOz1IQgCPq+Mw+5ElEREUUSURCRRRJEVLFazlq0haPkaga+8KAhYozWi4W6sbdF2lDl9IWve/VO3tS6jb/xJi++ypDcw4MpFHF77L85+/j5Jw6a1O8iP7NkXgPrinJDib1lR0EstVEctIIUg3imDNaJRfHJvp/sQCpX5p9j8r9+AqjJw+gKGXvO9Fttl0IlYw4xUNLpD6qi8soLN6aHR6cHbjFw03wsBUABzcHKj5TIuj4/iykbqbW5UVM4f34HHaSMsOpEe/UZ1a39UVSV7z8YLsKOez5aP3sf72K/aXW7q1KnMnz+fNWvW8MADD7Bp06ZubdvXjUaHh4PZ5eSU1H/dm9IlRIQZmD4yNWSV7xK+2bhENLqAN954A4fDwbJly7o0I/LKK6+QlpbGU3/4GxOuuZE6W2gXjf8GeiVGUtPg+kaE6lxMBGbmBQH0YVYyx04jc+x0XE4Hx/dvp/jUTqpyDuBurKbk0MeUHPoYgzWapP6XkThgAjE9ByBIEqkjr74gMe2Qq24nKSbMP+MvIELTzL//5qn4fOxa9UdKj28HBDIuv5Wk4TObbrpBcTO4BK3t5ELbuHSqF6NewqiPYvAND3NizZPYKgvZ9covmfSD5zFH/ed7iPVGPXpD533yoeSxotiU0ixKYnA9iqwEiYfq9bV5XXdgK8/n6LuP466vRDJZyZz3SyJ7tQyKqzi6GYC4QVMRddpgWVXAI8tIUpOJgDVtBJaUQWRlZYVMc9eqCGtAEOk97yHsJWco270ae9FJTLGppM74AXVnd9N4/gh1Z3dRd3YXoFXJVEUOVhm6A4PFSuLo6yg9sQecxzENnI0pYwoGayQJiVGYzQYcThcRen+rj6hdywLk21lb3troqQXPcFSX0FiWD4C9ogBRp6fX5Pn0mf5dSo98yYm1f6H4wKc4aysYddtvMVhaWhqLOn1QD6J43GBqr8daIwiB7HRVbdLyBP5WFEUjIaoCooqgKKiigCILOOp8mK1mJFFE0mkERCeJIAiE+SsaDr9NbwD9p1zPwdX/ZMmSJazvYpVK0hvpM/G6Ns9nTlvAsQ9fpyb/FPXnjxOVHnqmOyKpF4Io4bHX46qvbPsdVWmhD2qNUAOugE6jpjAHR311t0JQG6tKyfrTz5E9bnoOncDE7/28BcnQSyKRYUZEQdM7BYiGrKoauXB4cLdjfdoiEgVwqH7jhmYPemWZmgYXDU4PICD6LbWz92cBkDn5OnRR4U0rDFRZmmtbWj3utNVRW17IwoXPd/k4ACxcuICVK1dQWV1NRnJUu8v9/ve/Z8OGDWRlZfHxxx8za9aFOxH+t+BweTmcW8mZwppvRKBvV2DQicwYlY6xs0msS/hG4tKn1glUVeWll17qtjPRvHnzeeetVxkwqe3s9X8TRr1Ez/hwCisbEQQQgzN8QrBVRhBBJDBwb2qv0R5r+bgoNPXoN/3d9Hjz5cVW7TqB17ds49H+FkWhqZXH/7jYbEYysHzz17dGdYOT7GKFYZddybDLrsTn9VBy9gDnj22n4ORuPLZaCg5+TMHBjzFZo0gbPJGUzNHk6o1dHmAsWbIUUWcgZdgVhJvbd7rxuhxsefsJSnMOI4gS/a/5MfH9J7S7/Fdt42o+W6w3RzB4/iMcW/U4juoSdvrJhiniP5e8rtPrMHTB+UcN0RcuhLSy1SBKYpB4qKqKYPDi8/qCAvOuxsVUnd3HydXPIXucmGN6MGDhI5hie6CqKj5nI7LHiYpK9emdgNY2pSigNMvUUBVABJ+sUrZ3LbaCY4CA3hrFunXrWLVqVXBZvdGMLMukXPF9InuPIrL3KKypg8n/6M+4qgsp+uI1UqffQY/Lb6bywEZqTm4BVcHTUMmJ5feSMHo2sUOmdbm6EWhb8Xh8KE7tnNBHpxGf0oPIqLDg99Tt8uI1y+j1EgTIjP85Z01ZyHV77PWc+/zfFOxc35To3WsII256GEuMFpSVNuF6zDFJHHrzCWpyj7Drr/cyZsnThMWlBNcjCAKSzojsdSF7Q0++CIgIIi0GQIHZ/gA510kiqiRgNenbXFt1kqgRbkBvavouq35tjjk8CgBHbRWqT9acyQQwmq1M//EzbHr+Z8ydO5dlHWldliwhKysLyWBG1Lcl1gZrFBkTZpGzdR3Zm99n7B1DQ1qeSXoj4YnpNJTmUleUHXIyQFFUQhmwASGD78wR0cSm9ae64Cwlp/bT97LOtYIAHoeNrD/dj7O+mpjUvlz5o9+1qDjpJZEoqzH4ni6PjKJoTn4Ot7f7lUcVZEEbgPgUhdpGNw12d5tJiLqyAsqyjyAIIv2bk7qmns7AP23uCG57I+dP7AAufAKnob6hw+X69u3Lfffdx/PPP8/Pf/5zrrrqKvQhzolvAtxeH0dzqzh5vvqCjWa+DggCTBuZSpT1ksPUtxWXiEYnqK6u5syZMzz55JPdel1gRiQ5QiAyKjrYYywGxI+CgCjS8n//34EBddP/zZZt8fpW6wnxnCBos2KrtmV/43ywLxZUVSWvTPNUbw6d3kDa4AmkDZ6A7PNQmn2Y/GPbKTy5C5etjrN7PuLsno/QGy1s2rSpczHtkqVkfZLFwDm/pMEj4amykRBlbmND6bTV8dnyR6guzkHSmxh4/c+JSgvd6ysAFqMeS2Qi0YkX5mak0+k4/O6vSRoyjcRBV2AMj0VvjmTowt9wdMVvsVeXsHPZr5h01x8wWrt3w+0KJJ2EsYs2g6GIgV4Su6YBEQKtVgaMfvMmWVY6JB6qqlK0ez05n74KqkJUr2EMWfwQigIl+zZQeSQLe2VTSrhOpwNLJLrIpJYkQwUfCoIMtdl7KdmmCcZ7Trudku3voPh89LvxSQwRccheF6df/xkgEDNgSnAdEenDGHjLC5z/+C805B+m4JN/EpU5kfSrf4hkNFN58CMESY+nvpyizcsp3fEeccOvJn7krA51G83tfh12N4qjDoCUPn0Ij25bNWhsdBAdE94iuwHAVVehrU8rOiB73Zzfvoa8L97F59IEovqwSLz2enqOm4U5umUab3zmWCb8+C/sW/4w9soidv7lx4y+/QliMprOfVFvaJdoaMLp4BEP7huigE4S/NVCTdQvI6AEKpo6CaNewqBrHvCoonp9CK1mQM3+GX5nQ00gyjw4tO05aDxX//R5Pn/p16SmpTF/3nwWLlzQLMNmNWvWrgmGCvrcDjY8+n3mPr1Cs9r1Q1FVMmd8l5yt6yg6so2htSWYokK3L0b27EtDaS71xTkkD5nU5nlZUdE1yw5pjvZaSFIGjaO64CzFJ/Z2iWgoPh+f/f0haovOYYmKY+ZPX8RgbmoL1UkikVYjgiDg9sm4PTKNTk+HEy1dgVtWqbe7qLO3HzB7dscGAHoOGU9YdMdVWXtdFeU5RyjLPkJZzhFqS/KCF5wLncAxmCydLvvII4/wxhtvcOrUqaBe45sEn6xwIr+ao7mVIcMjv+kYPyCZnnFfLRz3Er5eXCIancBm+2otLQNTwuidkdLJ0v9Z6CSB8ZlJbD5c+LVux38Cbq+P04W1NDo6dteSdAZ6DhxHz4HjUGQfZeeOkn9sG+eP78Rt13pUszZt0tpg5rcNyVuzZg0AA677OdHpwwGtl7io0kaU1Uh0uAkBaKwp45NXHqaxugS9OYJBN/yK8MQ+LbZFAMxGHVaTnjCTPhgI1W/8daxes6zbbkYKIr7GKgp2raRg9yqi00eQOGQaMRmjGL74MQ6/9yi2igJ2LXuIiXc916al5atAlMQukwxolvrshySJXe65DTXYaks8ZI10eH14XG7OfPQSpQe11ovkUTPpf+3d1OYd4fTq55B9bhbMn8/C5sJpv5/+iVfuJuP6+4nMGImq+kMGVXBVnidv458AlbjhM7GmDEDxupCMFqw9ByAIIpWHtF7tsB790bcidvqwSPos+DUV+z6gePs71J3ZiaMsB1OMdo1IHD8fvTmCigMbcNeVUb53LRX7NxA9YBIJY67HkpDR5pg01127HDZUr0YKzO0MzGSfgsvhCWo0AiNtd0M1is+DIEoUH/iMnKzXcNVrZhLhyX3IvO4uzu9YS+Wp3aAqIR2HwpMzmHTf39n/6iPUF51h7z9/wdAbf0HKKC2RWzKY8Doa2hANSRSDVQtBAJ9/79pA1ZLCDXqRMKMBgyS1q3RWZRlEoWk/AYu/que21SP7vEi6lrPPqUMncOMf1pOzexOfb17JypUrgs9F9+jF6Bt/QmL/kWx88nYUn5eGsvN8/sJPuer+PyOIAoqiWdlGJveix7BJlBzdQc6Xqxgy796Qs/6RKX0p3PcJ9UU5oXeCQFWj5U6GqmYEkDJkHEc3vU3xib2dBv+pqsqOt56j+MQedAYTM3/6AtbYJgIpiQJhJj0Olw+31xdswdW3V2bpAhQVnB4vDpcPn7N9p0XZ5yV7t/Zdypx0fZvtbqgooiznCOXZRyjLOUpjVUnI9eh0OlauXNlNHd5qklMzsIR3HkQYFRXF448/zj333MNjjz3G9773vQu2uL+YUBSVM0U1HM6pxOH+am2nXxcyU6MZ3Os/V4m/hP8OLhGNTmC1ajM7FzojUuwQqCtuwCCJmPUiJp2ISS9h1omY9GKHN4yLiYzkSBLPV3cpGOnbgppGF9lFtSG9zjuCKOno0X8UPfqP4rIbfkx53nHOH9tG/rFtuGz1rFu7toWY1hoVB5IB2ePE1VDRYl2KqlLT6MLu8qJ3lrPljd/gbKzFGB7HkPkPY47uEVzWbNBhNWvkIpSQss/oqzjy6Vvd6hMXdQZG3fIC9QXHKTu+mYbiU9TmH6I2/xB6SyQJA6eSOfNuTn/8dxrKctm1/CEm3vkc+nb747sOQRQwWUzdag1sPtYSBaFF4NjFgCRJSJKEILs49P4TVGYfBEGg/zV3kjL2eqrPHeT4e08wc2YngYhLlpC15ml63/AwERkjAPDa68lZ+wyK10V42lBSp99B5RGNxIT1yAxqHepy9gAQ1XccoSAIIonjbsCaOoi8DS/iqa/AU6+dV8aoJGIHTSVu+Azqcw9Qsf8DbEWnqDm5hZqTWwhPG0rCmOuJyBiJIIjNSIaA2WIg0uSjEBD1JiRj+7OxNpsLg99uVlVlRL0Rxeum5ODnnN++hsbSXABMUQn0m3kHPUZdiSCKFOxc739N+60XxogYLvvRCxx+5xnKj2/nyDtP46gqpu+Mm5H8CcyK1+NvrxSQ/FXbAEKtW0CrZIiigMmoQxDV9hMYm0H1i8cDB8oYFoEgSaiyjLOhBmtMYpvXmMIjGXLNdxk88zu4bfV4XQ70JguGsAi8/paTqXf/ji//+ksASo7vYvdbf2D04p/i9cla/UEU6DftRkqO7iB3x4cMmnVHiyT2AKJ6as5TdcWhnadAy55ofbkIYeoVRFK/EYg6PfaachrKC4lMat/m+ujHb3N6yzoQBKbf/Tvieg0A/E5rioooSNTb21affLKmoOkO3VDRWq7sLk+QsAQ+i1AoOLIdV2MdlshYUgaPo7owO1itKM85qlWlmkEQRKKS05EMJurLCvD6q3A+n8yaNWu6OYGzhoVLHuhyi9Fdd93F3/72N06dOsVTTz3FH//4xy697j8BVVU5V1LPwZyKTifgvslIjLYwcVCPzhe8hG88LhGNThAbG0tmZiarV3fP+nD16tVkZmYyeVA6KmD3yDS6fTS4ZEoa3Lj9JUyjrhn58BMRs17CpBPbFQFeKC4bmMz6necu6jq/DqiqSn55A8VVts4X7gSiJJHcdzjJfYczbu7dVJ4/Rd7RbZw/ug1no3Yjs9VVBfuVz+9cQVy/CRjCWs50VeQd5+QHf0D2OLDEpjJ43kMYrTGY9BJWswGrOTS5aA6j2crUmx5i0+u/7XKfuM4SBYpCwsApJAycgrO2hPITX1J+cgteRz3FBzZQfGAD4Ul9kN1O6ouz2f3qr5mw5Gl0HQxEO4UApjBT56FrrdB8bKjTdbFlqtX7dtYP3lhRyK6XH8ReWYTOaGbMLY+SPGQiHkcjO9Y8x8yZXQhEXL+eOXPn8tnGFxi49CVEnYHcD57D01CJMSqJjOt/jiDpsBWfBiAsRRug+Vw2GgtPABDZb3yH2xmW3J8Bt/yRgk9eCorBKw99RET6cPRhkUT1HUdU33HYS3OoOPABtWd20VhwjMaCY5hiepI45nrihlyOyRKGNdyMz+fD06iJnA0R8R0SQEVVcbq0VkpVVjBYo3HVlnF8pTZA0pnC6D39e6RNmoekNzQFK/pHuGonKlLJYGLULY9xeuMr5G1ZQfYnb+CoLgkK7BWfG50YupqlqE3Wy0H7VH8OCvhn+LsqzgEUjxfRaND0GKKIJSIWe20FzvrqEERDIDCqFwQBU3gUJr+uA8Dvw0v66GkMmnkTJ7PeAeDsFyuxJqSSPnEuoIIC0RnDiEzpS31xDtlb15I4Zi6S3yFLc8oSsCT0AsBRXYrH0YjB0rZFpLW9MhA0TggFndFEYr9hlJ46QPHJve0Sjdx9n7N3xV8BmHDT/aSP1ILwfLImtDcbde22NKmoyIrSomWsI7i9MnaXt82kUHtEQ/Z6OPqJdmwlvZF3fjE3SBwCEHV64nsNJKnvMMwRsVTkHif/0BYUuWn2XmcwMetnf+GTv97f5QmcpUuXojeauGz69cHcnc6g0+l4/vnnufbaa/nLX/7CD3/4Q/r27dul115MnK9o4MDZcmobvz4DmosBq1nPVaPSLjlM/Y/gEtHoBIIgcPfdd/PAAw90z5lozRqef/75YDtAuFFHuFFHD3/Xitun+ImHj0a3TIXN3WaCziBpVY/m5MOk1/7WXcAXMC7STGZqNGcKv52J4aDdsM4U1dBgv/gzNaIokZgxhMSMIYy//gdUFp7h/LHt5B/bhr1Wm3GWPQ72LbubmN6jie03npiMUdQXneT0R39Glb2YE/qRcc3PiIlLIC7C0q7IuT2kZI7hytt+y+fvPOPvE5/XorVn1apVrFm7FlHSozNH4LXXcmzVEwxd+CjG8FjM0T3oNfkm0iYspjbvEGUnvqA2/xCNZU0Es7bgJDv+9QCTfvgCOkP7SdUdwRRm6vIgozkCs9V63YVV8zQ3ovYHmZVnD7LntUfxOhoxRycy4c5niEzRWtcK9mYhd8NPf/myZaSmpVF94gtcleexF59GNFroc8ND6MzhqKqK3U80rD00olF/bj8oMqa4NEzRndsK60xh9Jr9Mw6/uAdUBUdpNqff/Dm9rvsJ4X5dT1hyXzJm30+PKRVUHvyIqmOf4aop4vwnL1Gy4x16TboB04Tr8aimYOifoTPhvwoejzaIkn1u5FpNCC6IEumT59F7+k0YLJFtj3Rz+6eQCIi2BUSdyOC5d2NN6Mnx1X+i+MCnTeTW52kziAhoyxAUUFs+13zAK8sy3fXkCpINwBwZg722Akd9dZvlhE6+r6IgBLdl9KJ7qcg+SlXucQAOvv8CpugeJA4cq61LEOh7xSIO/PsZcretpef4G/D6FOQWg1c9xsh43PWVlJ49QWzvYS0teyUBURS16kKz6l9nX72UQeM0onFiH4Omt7XMrjh3nC9f/i0AA6cvpM/lC7A5mxrWzEZdp4M82aei70Sm4fFpBKNdbYDGJPE47VScO0ZZzlHKc45QkXsSRdaIcKAlSm+ykNB7CEl9h5PUbzgxqf0oPrmXE5tXUp5zNLjKmJ59qSk+B6rKlFseJCFjIFcs+S2b/vFgpxM4S5cuJSvrE2599O+4LZHUObvecjRr1ixmzpxJVlYWv/rVr1i9enWXX/tVUVJt48DZcir+B6zs9TqRGaPTMRkuDU//VyCoHdXALwHQcjTS09OZMmVKhzkaoM2I3HDDDWzbti2Yo9EVyIqKzV/1aHT5aHDLHbYE6SUBk05qQ0TMerHD/lmn28fKrWfbTTz9JqPW5uJsUe1/fdtVVaW6KJu9H79JRc7+lk8Kot+OCMJThzFw9v0Y/IKBCIuB2AjzBVWm3E4b5w58RvaejdSWN2lrIuJ6Ejf4ShIGXY7P7eDYqidwN1RgikwMko0267LVUHFyC2XHv8DdrPVLZzSTOeNW0kZfjd7ceSZIACaLCUnffftV0FKFEWgjoO/O69ubZc3buYEjK19EVWSiew3isiW/wxQRA2ihcF/+/lauuXwC77//Xpffb/HixXzw8We4bbWaVe38h4nsNRJBAHd9BSdeuRtEiRH3voWoN3Ju/XPUZ+8hacIiekz6Tpfew2uv5dhLSwEwxfTEVVMECCRdtoDkiYvbWN0qHicNp7+kZO8HQQG3qNMTO/gKEHVUHvqYuGFXkXHNj9p9T7ejkZJt71Dlb/0KIG3iDQyad2/w/8ChDpj7HH7rCcqObmHgDfeSMXlekFR0xhkrz+zjwOu/xefWWjeH3PAj+k270W9rHDCu0EhkexapgaRsVVEIu5DTRxQRDXo2vfgzCo/sYMrtDzPg8huCTwuCAJ2cl7KitpjltleX8cFvvofHobkTCaLE9AdfIyIxHQDF5yXr8RtxNVQz6qaHiew3sc06j733FFVndtN35p2kXjY35PtKooDVYkQQNeIRFW7UiH7Aoq8VKnJPsP6J2zFYwrn5b5+0EP43Vpaw7snbcTXU0mPIRKb88JkWDlOWLpAMgDCjHqs5tMOSV1GwO724vaE/S2dDDWVnj1B29hBlZw5TXXBWy5ppBVN4FMOvuVkjFil9ECUdbnsjZ3Zs4OSXa7DXaCGTgijRe8x0Bl4xn13vvkB1YTbpI6Zy5Q+eClb2ik7s4cvlv8XncbU7gWMwmvjuL5+n/0hNmB8dbuTKoT3oFd216/iJEycYPnw4sizz5Zdfcvnll3f6mq+Cqnon+8+WX5Tq/jcFV41OIz3h4ukIL+HrxyXK2AVERUWxYsUKZs+ezQ033MArr7zS7ozInXfeSVZWFhs3buyWIEwSBSJNOiJNOvB35Ti9Mo1u2V/18OHwyMEZRq+s4pV9hKqQSqLg14A0kQ+TXsSskzAbdYzsm8De06GtLL+JUFG1wMOvKblUEATiUvsz4/bHWPv8D3HUFBOe3B9XXSleZ9M2NRYdJ/vjPxHbbzyxvcfQQDgOl5e4SEu7N+T2YDRbGTT5BgZOmovb0YjX7UBvtODGSGW9NmulM1oYuvBRjq16Ald9ub+y8RuM4XEt12WNIXXcPHqOnUt90UnKDn1IVe5hfG4nJz78Jyc/Xk7KsMtJG3sNsRlDO2y5MZgNF0wyAuhulaczqIrM8fX/JOdLTbjbc9SVjLrpV0h6A4qitZ24bfU0lBewcGH3eqcXLlzISr9ep+cVtxLRa2QwW8JecgYAS0JGUOPQkHcIgKhO2qaaw9OgzazrrTEMuPk5Cr94leqjn1G2exWNhcfJuO6nGCLiATAa9ETER9Ij7bv0v3IxZce2krdlJfWFZ6g88mnTMZHlkEJgxeeh/ODHlO5ejexqGpz0nDCHol0fBN2lAmjTqSYErETVbrU1xGeOZfJP/sbWF3+I4vVw6qPXSOozmPi+I1osp3aQ96P4k7Jln4Iqip2Sm7YrUFC9vmC2RJuKRhfIb+sqXFhsElN/+CSfvfBTQEVVZL58/gdc89gKDGERiDo9vafO5+SHr3BuywrGD56K19NyltyalEHVmd3YyvPafV9ZUfF6ZSRRQBVl8OlQmiep+wmH4P8dm9Yfg9mKx9FIVf5pEnoPRlFU7I31fPzCT3E11BLVsx8Tlzx+QSQDNFvattupYHf5cDbbR1VVsVWVUnb2cPCnrjS/zWutsckk9R1GYp+hHNiwHFdjLRNu/Bm9x0wHoK7sPCc2ryJn9yZ8Hk1EbrJGMmDqDQyYegNhUXEc/uhNqguzMYZFMPG797c4/3sOHs+ip1ZwesfHZG1dH/xeA0QnpzNuwT3MvOE7mMKa2tdkRaW0wU29y8eA+DAsho7PkcGDB3PXXXfx0ksvcf/997Nv374Lqvx2hjqbm4PZ5eSVdWy/+23DmP6Jl0jG/yAuEY0uYubMmXz44YcsXryYtLQ05s+fz4IFC1rMiKxduxaLxcLGjRu5+uqrO19pJzDrJcx6iQSrVp/2KSo2t48Gt49Gl0yD2xcyiC9QHbGFmBkUBQGjXo9Xr8fj9iICkgASBHMzvknweGXOFNdS/zWGHgag1+sZNP177F/1HLbyc6iKdnwjemTiddlx1hRRm3+Y2vzD5AivEJU6mNi+43H0HUtMTBxxkeZOdRqtIQgCprAITGHaxVcvK0GiAWCKiGPowkc5vro52Xi0DdnQ1iUSlTqE6PShOCtPceDfT6EqPlTZS9Ghzyg69BlhcSmkjbmG1NEzMIXHtNz/LgbytQ+1yab0QtFq5Ot1Odj/5hOUndA0DgOvvYPMq29GVQV8clOTlc+jHbMLdY9LGqH15Pt8Ch6PF4/X19Q25ddnNOQfRvV5MEQkYI7v1eX38DRqzk6G8DhEvZH0q+8mPG0YBZ/8E3vxaU69+QAZs35M6qgrMJn1waMnShI9RkwjefgVlJ46RP62ldRla4nQ1Se+wFmZT+LY64kZMAlBlKg5uY2ibe/gadDer6l6AlGpAyja9QHOuvIW2yYEjrfg73IJDJq6WAgPVEIMkkRYr/4kDRhLybEdyB4nm//8U8bf/BC9xjVZsHaUKxqoZCmKgixrGp/uQpVlzP7z2lnfJCZu7kzV4f4IbclXj6ETGXTtrZz86HUAZLeTz39/OzMffR9RpyNj4hzOfPIW9cU52IpPYozv32Kd1qTeANhKO9bP+WQFSZTQhRq4trLqFYDkzFGcP7yVvAPb0UWl4fP52PnKQ9SX5mOOimfK3b9H38y+tSvtUq23JwBZVXG4fDjdPhRFprY0j7IzTcQiUHlojuiU3iRljiSp/wiSMoZgidSuWQVHd+BqrMVkjSRt2CSKTuzhxOaVFJ3Y0+K1Q6YvpvfYq9AZNNe72pI8Dvk/g8sW3xcyrNBoCSdj4g0kj5mN19GISfQSFh6OMSwCk0HXgmQAwfurwyNzuKSRjBgzyREdu+w9/vjj/Pvf/+bgwYO8+eab3HbbbZ0fzC7C5vRw+FwlZ4tqu5wh9G1Bnx6RDO8T/3VvxiX8B3CJaHQDM2fO5Pz587z55pv84x//YMWKJuvDqKgonn/+eW699VYiIzu3xLsQ6ESBKLOeKP/suKqqOL2KRjz8QnNnO6XqABRVxelVSU6I4PT5mjbPSwKIqEHy8XWSkDq71irl8X69bV4GvURchJn4SDP9e8zl6MaX8PgrGRlTbyFl1LUAOGqKqc7ZS1X2HuyV+dQVHKOu4BjnvlhOZMpA4vtfRr8RU0hM6rx3vz1IkojZqMPZzK7QFBHHkAUBslHRIdkAbdY4LHEw4259gn1vPoYie7HEJONqrMVeVcypTcs5/clrJA64jPRxs4jvNwaD2dilQL6OoJNEfN1O9mofjpoydr38EA2luYh6A6O/9xDJw6chK2obHYfOH3x3oe5xg66/G1ESMUgiBn/v8KlyzSkotvdQDHodddl+t6l+47rlxOVt9Fc0Ipo+r5gBkwhL6kPehy/iKMshZ+2zeCvOMGD2XUHnpgAEQcCc3J9+8x7kyMt346krR5D0OCryyNv4Fwo3v4Yg6vDa/UF+1hh6TPoukf0u4+jfbtZWYtCuWc6aMlqPNQNHUkvlFvx/t/+dbC3k1vItmlyfACKTM6gvzWPXa0/QWFHMkOtuR2imfwgFxT/oUxUVr6xcENEAMFujAHAGKhqCn0V1EaIgIDfbTkVRGHbDXVTmHKXy7EEAXPVVbPnzPUz7+b8whEWQNu4a8ravI3fLSobd9FiLqkZ4kqYhslcWosheRKmddiRZxqgXO52sUBUVl1cmOmM45w9vpeTUftInL+bI6hepzD6IZDAx7pYnECQr9no7gigQaTUiygKqoh0LoZ2WrOaQFU0QbrO7KMw+SemZQ1orVPYR3Lb6FssKkkRc+gCS+48kKXMEif2GYfJ/Dv6VoXg1TcaZ7Vp2RkzPvqx7egn1Zef9KxFIGzqJwVcuIrn/yBbfMUX2sfWNZ1B8XlKHTqTPuNATfaqq6fwEQcAQFoHVYsDor1KEOq7Ns3QUVeVctYM6p5e+cZZ2W5Tj4+N55JFH+OUvf8nDDz/MokWLCAv7ai5/Lo+Pw+cqOV1QE3Jy8duO+CgzU4Z8vTEAl/CfwyWi0U1ERUVx3333ce+991JTU8Nnn33Gd77zHYxGI/fee+9/NQVcEAQsBgmLQSIpXJtl8coKjW65hdA81M07NtxElNVIXatKgayCjIA3xLVMFEDyk5DmlRCJi0tCVFQKK7VWqa9r1kavE4mLMBMXaSbCYtDCqlwOlr3wiyDJEESJuH5NFqaWmBQs4+aROm4ezroyqrP3UJWzF1v5OeqLTlJfdJKcza8R1TOTPsOn0nv4FMKiuj+DE2bUtyAa0FTZ0NqoNLIxZMGjmCJCkw3ZJ2OO78+Y7/+GfW89jqOmlJQR04nrPZyC/VnUFpyk7OROyk7uxBQZR5+J19F74myscRdmNygJAnpJxNeOlWVXETjNavJPsPuVX+O21WIMj2bckqeJShsQ8lxXVZXqvOPojaZu++mvXLmS8ISeGJpXdwTwOm00lmkWsMkDR2IIM9GQd0D7f9gUDAYdXq/cYpa5PQQqDIZWxDA8vieX3fNncj97g/wtKzi/Yy21eccYcfMjWONTg8spKvi8WquUz58Jk/ndJ6k5uZXKI5/ga9beZ+2RSdrVd2OJT0PxNQvwNGgaHXdDFYosIzab4ReFpkpDwMK3Tbo7/nRysSnvRBQEdK1E/5I/wT515DSSh0zg9KfvcHzjcmyVRYz9/q9Q1I4rC1pOhfqVko3NEdpnGWid6mo1IwBRFJAD769qx0YUJSbf9SQfPXEzbr/tal3Bafa+/jjjbnuMPpcvJG/HespO7GJQYzkYm2bbjZHx6ExWfC4b9spCwv0VjtZQVc1WNiTR8A+gXR4fHlkBFWJ6jwSg5vxJzn7+bwr2bwJBZMxNvyayR1O2T4RZj14UWrg/tTi6zYmHICB73FTknaD4zGEqso9Qce4YPndLEbJkMJLYZ6hWrcgcQUKfoeiNHaTcSyJ4oSLvJAVHtTTvktPa90lvstB/4nUMmraAiPjQg9Hjn71P1flTGMxWJt30QLv3YbenfXG3PsR5IIc4z6odXhqLG+kfbwlO+rXGfffdxz//+U9yc3N57rnnePzxx9t9347g8cocz6/meH7Vt1JX2RVYTDquGpkWzJO6hP89XCIaFwhBEIiNjWXu3LkYDAbKy8vJycmhX79+X+t26SWRGItIjEW7ACqqisMj09CMfASsdTOSIjh0rrJTu9AAFBWUTkiI2Ix8BIhId0iIV5Y5W1hL7dfQKqWTROIiTMRFWogIM7QYINka6vjLY/eQe+Yoos6AKTIRR3UhBXvW0O+qu9qsyxyVRM+xc+k5di6u+gqqz+2jKns3jaXZ1BWd5kDRaQ5sfJm41Ex6DZtC+tDJhMd07mgGmvVfVUNbdxFjeIBsPImrvpzjqzsmGz6PD2vyEEZ/92EOvPs7ig9vRmc0M/nuF2msOE/Bvk0UHfwMV30VJz5+gxMfv0HigDH0mXg9PUdMCQ4auwKjQWoxC3zBEAQKD3zKwXd+j+LzENGjD2OXPI05OqHNaawCtXknOb3xX9Tkaq403fbTX7eOzOt+0OYkris4BaqKOSYZU0QsVWcP4HPaMFij6DFwJIIoBQmA1+PD4/Hh9WqDnKbDoJEQj7+iYfB/TqIoEB5uxuivIA2Y/QPi+o7g6Hu/p6Ekhx0v/pAhC35KyugZAHjdGmGQ3Q4Ur9a7XnHwY2pObtWOgiBoA1lnI7aSM5x8436i+40jcfTs4P5I5nAEUYeq+HDXV2EOkS+hqCqyn5z43HYE1GDQXmtIkmZH27pNTvK3ucg+NyPn30N4Qir73/0j+XuzsNeUM/aOJzC2so5uvQ2KouBTL3xmI0A0nPXVWitYN1fV/LrQ/Jw2R8UxcemTfPHivUGDiOJDmzmVkMbAa28nafBEyo7vIG/bavpd+6NgVUMQBKxJvanLP4qt9Fy7RAO0iaTmAzKPP6nb7ZXbTMqExaVgjkrAWVfBmc/eBGDonB+ROKBJPxRhMWDoRHPlbmyg/NxRynKOUpZ9hOqCMy0sZAEMlnCS+g0PEou4XgPbhCG2B1VVKc85yvFN75B38Mvg4+HxKQyetpB+E2ZhMLdfEagrO8/BDa8CMH7RjwmLbn/yxtWq4t/81A2V6dNe9cAjKxwvs9Ez0kRatKmNdsdoNPLcc8+xcOFC/vCHP3DnnXfSs2fPdrerzfvKCicLajiaW4mrHXOE/wXoJIEZo9KxmL5KS+4lfNNxiWh8RZhMJsaNG8f27dvZtm3b1040WkMUBKxGHVajDtBu8h5foN1Kpq7BSV7FV3esCJCQUKRFCFRCoE01pHnHQr3dzZmiWs2Z6L8ESRSI9VcuoqzGkJar1RWlvPibH1BWmIfREs60Wx+npKqBoyt/S/mJL+k5Zg7mqPYHrqbIBFJGXUfKqOtwN1Zr7VU5e2goPkNVofazf+MyYlP6kT5sMr2GTG535g40QmTSS21umhAgG78Jko1AG1V7ZMPj8hDVazQjF/+Kg+8/y/k9G5F0BgbP/iFD59zN6IU/puT4Ds7t2EDZ6X2Un95P+en9GMIi6DVuJn0mzSEqpf2BEWgkQxQFfF+xBU5VVU5uXM7Jj18HIHHwREZ+/xF0rWZKVUXFVlXEmY+WU3Z0CwCizkDqhOsp3b+JO5Ys6TBHAzT3uCVLliLpjaSMaduGUZevWZpG9xoMQNmx7f5tmhR0iRIFMBgkDAaJMIwa8fD48HhlvB4vPp/2+Xn92RfG8DgsYUbCwlqGIIoCJAwcz+T7X+bIO89Qfe4wR959lqqzBxg8/ye4ParmguXXWwDUnNT2O3bARFIvvxlTdBL1+Ucp2bOO+rxD1J7dTe3Z3U07JPswRMThrivDUVvWgmh4nTaK9mVRvOdDGsoLAMj+5E0qjn5J2oS5pI2b2SL/Qa8T28150Ok1RzbZo00k9J08h7DYJHa8/AiVOYfZ8uKPmHjX77EmhB6UKaqKqqj4BDWoHekumhMN1Z803i0ITTbLSquBaPKgMQy5/k6Of/AvAmqO01mvY43vSb9piyk7voOCvVn0n3k70DS4siZlaETDXyVrD7Ki2eO6PApuj69DTYsgCEQkZeD0O5P1njSPjAlzgs9HNGsbag57XRXlOUcoyz5KWc5hakvy2mhyTBGxxGYMJbHvMNIHjSI6OaNJvwPgU1BkdwuBuva36E/5E5B9XnL3fsbxT96lKv90i/UPvnIR4xbc08ItKxQURWbrG88g+zykDBpHvwnXtrusLKsdVgUMIVrxOmtTKqp3Ue/y0T/egrkVYZs/fz5Tpkxh27ZtPPTQQ7z11lsdrgu0il12cS0HcypwuL6dad7dwdShPYmL7KDSdQn/E7hENC4CpkyZwvbt29m6dSt33HHH1705ncKgE4nTGYgLgx6jUljxZTZ2r4xXBZ8KXoSL2rKkquBDwAdtWy78mpDaBidl1TbUQGCW0rXk3wuBJArEhJuIizQTbTV1KIAsKTjHi4/8gNqqcsKi4pmx5HdEJaahRtop7DWS2vxDFOxaSease9tdR3MYw2PpMXIWPUbOwmOvpTpnH1U5e6gvOkV1cTbVxdkc/Pg1opN702vYZNKHTCYqsW3gVphZH5JoaO8RF9KNyhQReqbPZXcR138CIxb8nMOr/kjujrWIOj2jFv0YSZJIGz2dtNHTsVWXkrdzI7m7NuKoreDsFys5+8VKYnsNos+k60kbc2WbxHGdJAR7mTvqv+8MPo+b3W88ReHBzQD0nnYjA6+7Mzio17SwKm5bLTmfvU3Bzg80sb4g0HPMTPrNvBVzVAIJA8aS9eojzJkzh+XLl3cQiLiUrE8+YfQdv0Nnsrbhz7X5WihfVK8hqIpC+Qmt3SNxyKR290EUwGDUYfCT/gDxCGg04lLTiQhvedMVEIPqY1NkPON+8AfObX6Hs1lvUHzgU+oKTtH7uvtoLDpL4dZ/B18XnjqI9Gm3EZ7SJDyOyhiONW0ozqoCyvZtoPrkFlT/zPTJfz+EKGkVFGdNOfg7ayrP7OfI208ge90smD+fhQv/2MIAY/Walziz6VXG3PpbEgeNwyBJHX6fghUNb1PFMnngOK564J9s+ccvsFcW8eWLd3PZ0qeI6zO8zetln6IdDL/YX6frPtMw+0XCXrcTr9OO3mJF6GbbhiSC2xf6fB46+1Yqc45QfnJ30P56/79/x5R7/0pUaiZ1hWco2P0hPScuxOf/DgeqGI3tOE+p/qRuRVWpbnCi74JDlr26lOo8rZKnM4Ux+LqmyqvVrMdokFBVlYaKIspzjlKWfZiynKPB3IrmsMb3JCZ9CDEZQ4jtNRRLTBKCvx0yKrydyqaKv3VQbfGQs6GW09vWc2rLOpx+xzVJZyB5wCiKju/GYLYyZu5dnZIMgBObV1KZdwK9ycLk7/+yw9bl9qx2A9CFOqaqNvjv6JxudPs4XNJIn1hL0LgFNKL3wgsvMHbsWN5++23uu+8+xo4dG3IdqqqSX9bA/uzy/0hG1DcRI/rGk5H8n9GzXsI3C5dyNC4CNm3axKxZs+jduzfnzn37krdPnq9m18nSFo/JKhrxQPstf4VWhY4gqwrltQ7sLm/bJ1U0S0pFAUVt+bubp60oCkRbjcRFmokJN3WYrBvAuVOH+fNj9+CwNRCZkMbVS38X1FQ4XF7Onj7O4XceAgRGfu9ZwuLTu7VNzeF1NFCff4C63L2U5x5pkbwclZhG+tAp9Bo6maikXgiCgMcnU9CJ3a+7sTpINowRCR2SDQBrtJWSQ59wdN1fABhy3R0Mnb2kzXKKIlN2ci/ndmyg+Oj2oPuWzmgmbfSV9Jl0PbEZgxFFgTCTjsC0s7Mdl7TOYKutYPu/Hqb2/CkEUWLoovtJG6/NXKp+4bfscZG3dTW5X7wXzGqIHzCOzGuXEtGsHx0g5/N3yMl6DUEQmD9/fgs//ZUrV7J27Vokg4nh33+U+MwxbWaNFVnm80fnIHtcTPr5MhSPk11/vRed0cKVj69G0nVdNK/4fGx66BpQVa5/7kMMYVH4ZAXZJ6MqWjCb4J9Bb9LnClSeO8L+N5/EVVfZZp1hyX0Zeusf2gy6VGgRFue113H4pTtBaTkAi0gdxJhbH8NWkc/+5b9m5syreXX58pDtZmVlZdyxZAlZWZ8w5e7f02PwZR3u7+nP3+PQqr+SPnYGE+/4bYvn6qrL2f3yw9QWnEaU9Iz87i9JG9uymuTzyShuD5IoEm4xYOrEbjQUVFXlzZ9cjc/j4sbn1hCR0FPTaXRDEK4oKg6Pr922U2d9LZuevEWrJggCqCqiTs/gOT/k2Jq/YgyP4cpH3sHp0IierTyfff/8MZLRwpRfvafN/KtNgusASZdEAZNBj8XY8Ryhx9HI9pd+gq2yqco18zcrMZit+GqLqC04Tln2EcpzjuJsaGUKIgjE9uxLQp9hRKYNJiJ1UBsHumaLEhdh7lJlqboohxObV5K79zNknzaYtkTGMfDyeWROuZ6d775A/sEvGTDxei6b92OtQiIKrX43tbrVlxey9qnbkL0eJn3vFwyYMqeDd4eaRnersESItBqCmT59kiMRhbb3hXEDkrpsyZ1gNdA71tIiUPfWW2/lzTffZNKkSWzbtk07FtXV2Gw2rFYrDsXAwewKqhtcXXqP/wX0Sopg+ojU/6qm9RK+PlyqaFwETJw4EVEUyc3Npbi4mJSUb5d7woDUGE4V1LQQhkuC9hOAqqp48Vc8/BWKr0pRXV4fZTX29oMJBUASg7ONLS5JARKiqiArIUmIKAhENSMXzUWUqqpia6jD7XJgNFmwRkS1uOgd3beVl57+OV63i/i0AVx5+xNBi1nQrCCjk/sQ1+8yqrJ3c37XCgbN+cUFHwu9JYK4QdOIHzSNYYIbW+FhCo5vpyT7EHXlBdSV/5sjn/2biLiUoKZDr4vH24Eo1hgeq1U2Vj+Jq66sWRtVaLJhq7XRc/Q1iKLC4TV/4/jGV5H0BgbNvLnFcqIo0WPIBHoMmYCzoYb83R9zbscGGisKyd35Ibk7PyQyOYPMy+eSOelaTOFRQPcqGoG2lOrzZ9n58oM46yrRWyIYd/vjRPUe4W9ZUVFkmeL9mzib9QZu/+xoREo/TdfQb2Tb9aoqFSd3oigKMb2HkbV1Tws/fZ1OhyzLjL39d8T0Hhpy2xpLzyF7XOjMVqwJ6Zz9eBkA8QPHd4tk6PQ6fK5a/yDUgCkiGkEQ0ekkBJMBUdCIgaJo+9m8TUdQVYxhUS2Ihj4sEq+9nsiU/hj1Om0W3F/pUQG11bmiD4tC0hmRPQ56Tv4uZQc+xOdspKHwJJt/9110Oh0zZ17dYZtZUlISH6xfz5y5c9n86mPMfnJVizaq1gjoeppXNEAbuJvCY5l875858PbTlBzZwoG3f4e9qpgB19wW/G4qioJPVpHEgL1q94mGIIiYI2NprCzGUV9NREJPVFlGEKQuC8pU7fRrF+bIaCbc+QRfvPDjYNVI8Xk5/fHrGCNicTdUU3bkS2IGXo7sk7HE9USQdMhuB46acgyRCSFJuSgIQeIRqs0z8D773n4CW2URpsh4EERcdeXsWvYgztoyvK2yUkSdnvheA7UMi77Dic8YjFcwdkkboPrJkBRC3wDapETB0R2c3LyK0rOHgo/H9xrI4CsX02vk5Ug6Pc6GWgqOaO2H/cfN0iohsgxyiMOs8Ta2vfEMstdDj8zR9L/sWr8qP/R2+GS1DcnQVqUtL4liSJIBWruanq4RjQqbhwa3j8z4MML9ZPDpp59m5cqV7NixgzvuuINdu3Zx5syZ4GuSUzO4fNZiJl41B4v1fz9DIibCxOXDel4iGf+PcIloXAREREQwYsQIDh48yLZt2/jOd7qWCPxNgSgKXDYwmU378ttdRhDAABj81wZVVZEJtFqBTxXojhFMnd1FdYOzwx7jDhEgIQA6KUhCBMBs1BNh1hFpNmCQBCRAEbRtddsa2PX5B2z5eAWlhU1tCs0v9kf2bOG1F3+DosikZI7lipt/jd5ganU8BCIsBtImLKIqZw81uQdoLM0mPPmraXRUwKEaMaZPYNLwKxEVF0Und5N/bDvFZw/QUFXM0c3vcXTze1iiE4nuPY64fuOxJvYJeeEOko1VT3SJbCiyQuaVN6IqMkfWvcSRdf9E1BkYcOWNIZc3R8Qw8OrvMWDGTVSdO8q5HRsoOLCZ+tI89r73J/av+ju9Rl1O5tS5RGaMaNnHHXL/NYLhk1VKjm5n35tPInucWBNSGbf0GSxxKSh+gllxchdnPlqGrVyzvzRHJ5F57RKSh1/R7vtUnt5L3flTiHojI7//G3SWcPb+6xfU5h3DFBmPNTmDqtN7qTyzl5jeQ0OOJWv9+oyo9EEgCJQf1wZISUOndLhvAYiiiMlkQJREKgu0fAFLTEKwVUSAYKuGpJP8Q2kdqCo1hec4svYflB7TWrVEvZGo9KHU5h3G63ecQlX8rxdaDMM9yKA2kXZBEIKOS7EDJ2KIiCP3o78imcKQXXZURebV5cs71LKARs6WL1tGaloaebs3kTm9fVevANHweVoSjUB7jc5gYtxtv+XEhy+T/fm7nN70OvaqYkZ+95dIOgOKrAYH4L4LdOERDTosfqLhrGsK7VN9MoJO16XZeVlRWrhxhUJS5kiGzr2bo2v+iiCKqIqC19mIXtAGkzlfrGDKyKtw2GQQJCzx6djLzlFXkkNseOjvZ+A77vMpIUXcXpedfW8/SXXuEQRBxG2rDRKdBn9Oh95kIaH3EJL6Diex3zDiew1Epzeiqip2lw+bx4eqdl0n55MVpFaOTR6njbM7NnLyy9U0VmnVckGU6DXqcoZMX0xC78Etls/e/TGK7CMufSAxqX2hvcknABVO71hPee4xdAYTE+bdi+p0N8UXNqt+CIIAoojD5Q0ZYBlARxWL7lZhXV6Fo6WNpEWZ6RlpJCUlhfnz5/Puu+/y1ltvsXDhQp588slmLYirWfXq83zw779z14N/ZMjo9tsvv+0wGyVmjErrdp7UJXy7cYloXCRMnTqVgwcPsnXr1m8d0QBIibOSnhjO+fKupW8Lgnby6ATQhuDa7Gmg1UqrfIRw8VAVKuucNDovbh+qxaDHatYTZtYHA60UwNXsfnX24A7e/YNWpZg/fwELn/99m4v9mjf+jMetlbD7jLqSSYt+1iI5tznCLQbCYlJIGHg5FSe/JH/n+wxd8MhF2R+vrFBcbSPCYqDXyCvpM/oqvC4Hhaf3cv7YdopO78NRW47jwAaKD2zAGB5HbF+NdIQn92uyIUVLBm9DNhb8BlNkQov3NIebMZgMuOwuBsy4Cdnr4fjG5Rxa9RcknYF+l89rd3sFQSC+73Di+w5nzI0/o+TQ55zZup6q/NPk7v2M3L2fERaTRO9Js8m47FrCWrkaqajIsopPUVAVlezN73Fiw79AVYnrP5pRtzyGwRKOimYbevrDJicpvSWcvlfdTNrE6zusKKiqytms1wHoNWkuxogYjq/+M7V5x5CMZsYsfRpbWT5Vp/dSemQL/a+5g1BS4Tq/PiO61xBs5fk4qoq1WeEB49os2/IYiZhMenT6pvPJUasJdS1+xzGNZLR9raOukmMfvELutg2oqoIgSvSZOpeMqd9FMkVQU3iW/a/8HMXnoeRAFsaIONInL2ohTJdEAZ0gtug3D5AbvQjhcZpeRWcKx2i2MnvG5V1y5wJITk5m/rx5fLp9Lf2nLWx3QKfzE/ZQFY3gcRJFhsz5IWFxKRxZ+SKF+z/FUVvO+CVPoWBEVhRU1JDJ1J0hMAAN6DRatw2psk8jGx1Ay2nxD/o7qdINvPq7VJ07SsmRLUELW6+jAQSRhtJcas4dRpeQic8nE5aYgb3sHPayXGIzJ4RcX6CK4ZU1ouG21VGdf5yavGNU5x+nvjiHQA1AVRWQFXSmMHwuOwZLONfc9wKxqX1bXNNUFRwuHw6394Kq1M0H4vXlhZz8cjXZOz/C67e8NYZFkDn5egZePg9rCDczVVU5u+NDADInz0bU6zUheTtorC7lwEeay9SYa5e0detTVH87p+yXiahUljfgU1QEUUCSJERJRNJJhOtF9OgxmNpnlxfS7qmqcL7WSZ3Ty/lD23n//feZOXMmr776apvv1KJFiygrK2PJkiX89bc/5t7f/u1/kmyIIlw5Mh2r+avlMV3Ctw+XiMZFwpQpU/jTn/4U7MH8NmLcgCQKKxu5gPs34Be70rbqESAejR6ZkhoH3q+YpRCAyaDDatJjNRvaDU8K4OzBHbzx5D3MnHk1y0P0mwcu9nfccQebNm0ibdgUpnz/QU2Hq6iEOig6SSTMpCdt/HwqT2+jvvA4dYXHiUodclH2D6DB4cHh8hIXacFqttB7xBX0HnEFXo+L4tP7OLnvC6pyD+BurKLk0EeUHPoIQ1g0sf3GE9d3PBE9MhFEMTTZWPhokGwYLUbMYZoQWVVU3A43g6+9Ddnr5tQnb7P/vT8i6vX0mTi7o80FICIykqjpCxg0fQFV589wZusH5Oz8GHtNGcc2LOP4h6+SNGgcfSZdT49hk1CRtEGjqrV9HFrxAgV7PgIgfeIcBs+7F1HSYa8q5vRHyyg9/CWgOUn1mjKfPtO/i95s7XS7yk/soKHoLJLRTO9p3yF/xzoKdn0AgsCImx4mIrk3lugkRJ0eR1UxjaW5WJNb6jtUVW2qaPQaTLnfbSq23+gW7lcCAZcd7X+dTsJo1Gni4GZw+BOTLdHa5yD6NRgBeF12Tm16m1OfvIPs0Qhwz5FXMGLBjwiL64nHb22bMmAYxyNicNSUASp5X7xNXf5Rhi/6JdboeFQVFLWtDipARFBkzNHaINDdUAmKzMKFCzs9ps2xcOFCVq5cicfegNEaWuQZFIO3qmiEGstlTLyesJgk9rz2GNXnjrLlxR8x/Hu/xRiZhOwfNGq5El1vwRD8JC+QGh3I0ghCDVQ22m/JCrTgCG0ywttC0kmMu+UhPn0mB3tVMabIOFz1VUH725wvVzLy1idp9DqwJGRo21QRWhAuCAKu+grqzh+nruAEDYUnsVcWhlw2qucA0sddQ2zGUCJjE1j/m3l4HI0Yw8KbSIYKTo8Ph8t74ZVlwOuTKT51mBObV1J4fFeQfEUl92Lw9EX0HX91kGCGQlnOEerLC9EZzfQee5X2GblCEw1VUdix6k/4vG6Seg8j87LrOt0+p8eHr1nYo0/xaWV4QDZJyLIPa5iOWEm7XykE8qS033pRI3gXYmZRVFHNd75zI1dfPZP169d12IK4fv165s6dy8vPPsCzr2X9z7VRTR6SQmK0pfMFL+F/DpeIxkXClCla28Tx48eprq4mNja2k1d88xBhMTI4PY5jeVUXZX3Nqx6lNTbyy+pRVAFBEhEkSbuZd9PH3qSXsJoNWM36kAFLoeC0NfDuH37OzJlXs76zfvMPPmDOnLls3rIVH16MzfvNm4nTA5qQyHAzdnciSUOvovRIFud3vE/kjYMvav+pT1Epq7VjdeqJizSjk0T0BhO9hk3Bmj6G6vpG6vKPBFu4PPZaSg9vovTwJvSWyGClIzJlYEiyEZ6YQlhES7coRVbwOD0Mv+GHyF43Z79Yyd63n0XSGUgfOwOPvR6v24neaMYQFhncX6O+petQXHomcTf/gtEL7yF7z2Zyd2ygIvsQpSd2U3piN0ZrNGnjZpJ+2bXoLZHsfe1Rqs8dAUFk8Nwf0WvKfDz2erI/eZPzzZykUkZfTf9rbsMc1bIq0x5URSE7UM2YPJ/64mxOrf87AJmzlpA4eCIAOpOF+AHjKD++g7KjW+nbimi46ipw11chiBJRqQM4s+ElABKHTEYQxDYt/qIoYDTqWwTgNYejNtA6laSRjIAWwecjZ9s6jn2wDHdjrXYs+wxl5MJ7ie+nuTF53E1VQVVVcfln54fN+xEnP3qN2ryj7PrHjxn93V8RlTEq5PsHiIaiyBjDYzUi5BeHR0dHd3BE2yKwvNftaJ9oBO1tm4SvqqqF8IVCwoCxXP7Tv7Pr5QexVxax918/Y+iNv8bQZzg6URv067p4HRD1+uDxNUc2Wdy2gaqiykpIJypFafJQEkT8zkodv68lMpqxtz/O1hfvxlVfhSkqAZffcrby9B7ctcVIhljCEjWiYfc7T6mqgrOqiIbCkzQWnqSh6CSehrbX5vDEdCyxKVSc3oOqyPSZsjDoMGUySISbDST0HkxZ9hFKTu0nIj4Ft0fG7vJ+pZRp2eum6NDn5O5YR2N5fvDx1KETGDxtET0GjunSdTCQBN57zHQMJm0gKuh1qN629q5n9nxM2bkj6PRGJi76aaetmACNjhBGI61gNEjB+5W2AU3P9Ys2kZ4YgUdWcfkUXF5Z++1TcHm136F0hj5Z4Z3XX8PtdLJ8+bIutSAuW7aMtLQ0dn6+gavmfq/T7f62YGhGHP1Sunc9uYT/HVwiGhcJ8fHxDBgwgNOnT7Njxw7mzOnYAeObihF94skpqcXpvjhVB1lRyCmpo7IuEDCnovpkVJ8MgUmrAPHw/24t6DPqJawmjVwYumDr2BoHNq/H63axvKv95su1fvOc3VkMnt5sVreZOD2whVaTkTi9HtN1t1F+8ksay7Kxlx4nps9oFJ+CLMtaReQiwOby4vT4iIswE27Rys9Ws546u4HYvmOJ7TsWxeelrvAYVdl7qD63H6+jnrKjn1J29FN05nBi+4wlbfxCCvas0sjG6ieZ/MM/Am0FvLJPxuPyMGrRT1B8XnK2rWPX609wbP1L2GoqgstFJafTe/IN9J10LXpz6JuJqDORMX4m6eOupq7sPHk7P+L8no9xN9aQvfk9sje/h6gzoPg8SAYzo299jNg+w8n57N+c2/xuMyep8WReu6SNk1RnKDu6lcbSPHSmMBIHT2TvK79CVRRSRs+g97SWrY5Jw6ZSfnwHpUe20Ofq21oMlgLVjIiUvnhsdTQU54Agkjh4QotcBwHNylan7ziIylGtEY2wmAQEQUBVVYoOfsnhNX+nsVybrQ5PTGXE/HvoOeqKFtsi+xREQUAUBTz2OhSfBwSBAdMXkzpsMjuWP0ZdUTY7X3mIftO/w8BZS5AR8HllPB6fNjPvJxpejxevImAIjw0mldfW1nbrGAeX12ntTYIgtBEs60LY23Y2UxyRnMHlP3uJ3cs057HDbz7CoLk/oc/4mXhlBWNXBOGiqHnS+mFur6IR3CjF773dcvt9rQaUItoMeCgERfgqxPcZxOB593Fs5fO4G6owWCPx2DRNzYl1f2PkbU/jitXS3j2N1Zx8/3HspTktUt1Ba7+z9uhLVNpgotKHkNJvGB6nje3/+AmqIpM0eBKDZi0FtMFzuNkAAvQYOJay7CMUntxHwshrQgqjuwpnfSX5uzZwfu9HeBwNgOY413/CLAZNW0BkCDvu9uC2N5LvD+nLnHx9036GIBq22nL2b9SMF0bNup2I2B6drl9R1NCOhoH38f826du/L3hl7Vw26gSMOpFIU9tlZaWJhNjcPk4V1XKmqI5PV7/F/PkLutWCOG/efLZ89D5Xzrnpf0IwnRpvZWxm25a5S/j/g0tE4yJi6tSpnD59mq1bt35riYZBLzGmfxLbjhV/5XXZXV5OF9bgdHcSPCQrqLLSNDEoCJgtBiLDzYRbTUidkIOOoKoq+zat6PbFfv68eXy2bR2Dpi3o+GIvaC1cckQsvSfdQM6X73Nu6zukjpgSnG1TVRXFb1kqy3KQgCg+BaWbfWqyolJe56DR6SE+0oLJoEMnCsHWAFGnJyZjFDEZo1BkH/WFJ6jK2UN1zj58zkbKj2+m/PhmJIMZyWDG3VDJzpd/waS7/hjUCTSHz+NDEAVShk0mf/dHqIrMrCsvZ9GiRa3yFP7OiY3LmXb370gd2ra/XFYUvD4ZWVGxxKYw8Lo76TfzNspP7Sbn83eoO39KGyj7cW7zuxx651m89joAInv2Y+DsHxDXf3S3j5mqyGR/8gYAaROu58i7z+Bz2ohKH8SQhfe3+XwTBk1A1OmxVxZiK88nIkmbaRaE5kF9Q6jwZ2fE9B6K0RqFioKA5hplMOpa6GTaQ6CiERabTGX2EQ6t+itV544BYAyPZuicpfSdcgNi4Dsg+PPOVFWbhfUPler96zFHxCDqdFgT0rjygZc4svYlcrasJnvze1TmHGbkzb8hLLYHepMBVVGC3y1VlVFVFVNkPJ6GSsyRcaxatYpFi9oXdrfGypUr0RtNFB3ZTuqYqzS9jKC1nYj+NjJRrxHk5mLwrrSkmCJimHTPi+x57QkqT+3kxNrn8TaUM+SaW2kefNcexFYDyUDrVMiKhh+tnahURW1TvGij02hGLpovK4oifabOpSb3KMUHPkUQJASdAdXnoersAfb8415s/jBEgPpczaFJ1BmwpmQS0XMQMRlDiUodgNSsDcnnc7Dn9UfwOBqI6pnJqBt/hSCKGPQSEX6SAZDYT6tolZ49iM/rbWqZ6wZqCk6Rt2MtJce2BS2tLdGJZEycy7DL52CJ6H4mQs7eLGSvh+iU3sT3GhR8XNBJQVtg0K6hO1f9GZ/HSUKvwQyc2LX7q93t7fj88n+2HdkkdxTyF4AkCph1IudL6zh8rgKnW0ZtqKW8MI+Fz/++S9sawMKFC1i5cgX2xnqsEVHdeu03DVFWI1cMv2Rj+/8dl4jGRcSUKVN4+eWX2bp169e9KV8J/VKiOHm++iv5epfX2sktre9Wad6ol4iPshAXYWohGPsq1rqOxjrKi/JYuLC7F3ut33zfmpcwR8ZgMFsxmMLQmyzozWEYTGEYzGHoTWEY9SbsQN+pi8jftYHGsjyKj26h54hpgDYYkXQSUohqjIragni0+N3BrKPD7aOwspHYCBMWk54GR1txvSjpiO41nOhew+k7fQn1RSf9lY59eB31weWcdRV88eJdDL7uLlJHzwg6AwVQfHQXe994tN08heZixk1/+jlX//R5UodOQFVVnA11OOw2vOiRzJqYO3BKCJIOd0MN9YWa1aMpKgHF68Fjr9Pap/zLpIy6ikHX/xBDO+04naHk0GZsFQXoTFbqCk5hryzCFJXA6NseR9IHzjP/kF0QMFrCic8cS/mJnZQf3UJkckZwXbVBIfhg8revBSBpyGRtDaKIyWxo48DTEQIajVNZb1N+ah8AksHEwKtvYuDM76E3W/35GQIiQlDi4fP4UBVQUFBVaKwqA7Rj6A7Ykgp6hs6/j9i+Izn4zu+pKzjNtufvYtjin9NjxDQEUUTUaYP0cKuR+PhIwuN70FB4EnNCBqvXrKGsrKxLBL20tJS1a9ciyzKH3v09Jz98hT5T59Nr0hyMYZEEphFkQXs/2evGJ2sVma7yRlEyMHjRg+R+/iYFO1Zx9vO3cdSUctUdDzf7HEO8TqdrY1vbaUXDj+ZOVL4Q1zJREJBVJSS5aA3B5yJp6CQqTu3B3dhShN5QdDawk6DIRPUZTc9JiwlL6o0oacfMoJdaVIgUn5dDbz+BvaoYc1QC4259HJ3BhEEnEmHRSIYsq9hcXqSYDHRGC15HI/Ul54jq2Z+uQJF9lBzbRt6OtdQWNqV3x2YMo/ekG0gaNAFBlBCNnZO91lBVNdg2lTn5+jaDUUGvQ/Vo1YjsvZsoyT6IpDMwedH9XWqZArB1oW1KEAjp4BVAZ0RDVVVySuo4mF2Bzdn0fm6XVoW90BZEl9P+rSYaJoPEjNFpHR7bS/j/gUtE4yJi6tSpABw8eDAYxvNthCBodrcb9wR6hTvOnGgOWVHILa2nvNbRpfcy6CXiIszERza1A7XdnpYic1Dxqc2tddsPFHQ7v9rF/tin73a+sCCgM1rQGc3awM0NR1a/QOnxbejN4eiMFvQmCzpTGHqjBZ3J4n8sDJ0pLPi33mJqc1xDERDZp5EQRVWprHciCFpLR0eWgYIoEZU2lKi0ofSdvgSfrZDyUzsoOboVt60W2evi6Lq/cHzjP0kaOIEeQ6eQkDkWVZY5+O7vupSnEBAzfvaPhxl67a2c27mRutLzwWUiEtPoOeF6Usdeg2Qwc/KDf5C/bQ2ghev53E5q87TZfEHSgaqgyj6K9m2i5NBmkodfTtr4a4nKGNrlGTJFlsn+9C0ArIlp1Jw7gqQ3Meb2pzBFxLUbm5A07HLKT+yk7OhW+s+8DdCE2Y2l2nciLD412EaVOGQSBqMeg6EpnLAraCwvxOu0AVB+ah+CINJ7yvUMnXMn1uh4EJp8/jWCpqDK2oDW5fa2aMmz+wlLKM1K4pDJTH2gLwffforavOMcfPMJqs4eYMi8e5u0I6qMJImE+Z2nwqLjsBUZuWPJkg4/dwCfz8eSpUtbDObdjTWc3LiMM5++Tdq4a+h7+SKsCT2bcjQ8bn8bkmZlDH4ypbnyBve7OWRFRRBE+lx1G+aYZM5u/DtFhz7n4z9VctXdT2MKRUQFAUIQ/OYVjY5sT7VD4wNJajEzronrVf9PaILhrKukMvswldlHqMw+RH1JbhuXKkHUoSpaxVdvCSdx9HUUbXsPnTGM8JTMFss2JxmqqnJ6w1+oO38cndHC+NuexBQeg14nEhFmRFFVHE5vMAtDlCTi+gyn7OQuKnMOdUo03PZ6zu/9iPxdG3D5dSGipCdlxDR6T5pHZKvWxVAkrDNU5p+ktjgXSW+g77iZbZ4X9Tpkjxd7XSX7Nr4CwMiZtxIR37WcKllWcLg7JhoCYNTr2s0kAdrPeQLOlzew/2x5iwyqAIx+vcmFtiCazGGdLPnNhSjCtBGpRFjaSY2/hP9XuEQ0LiLS0tJIS0ujoKCAXbt2MWPGjK97ky4YSTFhJFjhnbff7jBzorkzhsOttUo5XB23Shl0IrHNyMWFlFV1QnNrXe2m39xa16cKqIDR/NUu9v0mzELx+fC47Hicdrwu7cfj1H5URRv5+Vx2fM2CsGSvm1J/vkKXIYjojGaNgPgJiUZMtEqKzhjmf0z7LenNiAYTos6EzSNiMlkwmS0g6Ds8puGxEeiTR5DQbwRDZt9N+endHFr5R7xOG4rXQ8nRLZQc3YKkNxIW2wPZ4+5ynsL3v/99srKyOLzuZRYsmM/ChX9o1WL1L3KyXscc25P6Iq2SEZ6cQeXpvYDW+pUxdSF9r7wJVZEpPvAZBbs3alWiA59SfOBTLHEppI6bRc8xMzFGhE4sDqD4wCc4qoqRjGbqzp8EYMT3HiYqteO8k8RBExAlPbby8zSW5ROe1Iu686dAVTDHJFNfeApUlcjU/sSl9mo2xm4m1GgHXpeDs5+9y6lNbwUfSxk+mREL7iGyR28I5DOogfW1gqq20f04/MF9oYiGqqqYoxOZ8KM/kfPJG5z97G0Kdm+kNv9EcECvyDI+WcEUpfVSuxqqGXHzo2Qt/zVz5s5l+bJlJCcnt1l3aWkpS5YsIeuTT7ls6dM46ys5tu4fwe+C7HGRt30deTvWkzxkEul+lyBF9vqF/WJwDwMBgwACaqtEdKFFy1yPUTOxRCVybMXTlJ87yobf/5Crf/z7NvoAsR2NjNl/3iiyD7e9ITRJCR5AcDm9iDopSC6a8wVB0LQAtopCjVTkHKby7GHsVW3bT60JqcT2GYaqChTs/hBVlRGNZhS3E6+jkarjXwBgb+U81XognL/lXcqPfoEgiIz47q+JSMpArxMJNxuwu7y4PL42Vd/4vqP8ROMg/a4InYvTUJZH7o51FB36PNjKaLRG0+uy60kffx2m8NATNq21K11BoJrRa9QVGMNChDxKIqogsHP1X/C6HMSnDWDQlBu6vH6by9uZTt/f+trxjHuoikZJtY39Z8ubaQ9bwu1y8sWH76LT61m5cmW3WhBXrVpNcmoGYeEXVsH9JmDCwB70iP12TrRewsXHJaJxkTF16lTefvtttm3b9q0mGllZWXx/8WIcDke7mRPNA4Yq6x3kFNe12yqlk0TiIkzERVqICDN0OIN0IWjPWtcSGUliagarVq3u5sV+FdHJ6Uy55aF2B+2qqiJ7PRrxcNioqq7F7bRTdOhzCg98gs4URu9J87Q2EbcDn8uBz+3A67L7/7bj9f/WEs2VNoTlgiCIwcqJZLAgGcxatUVvxhgWjjHMGiQrOqNGYobN+wknP3oFZ10FksGEzhSGu6EaR1UhCxbM71L7TFZWFrfccgtXX311h37xAQvhQB9QY2keCAI9x1xN5jW3B21WATKmLqDXlPnUFZymcM9Gig9txlFVzJmPlnF206skDJpA6rhricsc65+d9w+dRQHV5yXns7eBJjvVzFlLSB7WebCezhxGXP/RVJzaTdnRrYQn9QpWW6J7DabsuKbPSB11RZuqSMgZclUb1Obu2MCJDctwNTS17FjjU7j83udbLNsRQgl5nf48DnN06KA3SRTQS3oGz15KQv9R7HvrSRrL8oNVCK9XG5QFjr2ztpyEAeMYs+R3fPLqI6SmpjJv/nwWLVzYgjiuWbMGVVVJn3A9iYPGA5A0eCLH1v6NooOfA5ouQ/F6KD22ndJjTeTb63IgmUIPRgKtSJrfrPbb7fbh9QvgBRGieo9g8t0vsveNR2moLGLDc3dz5Q9/R3K/EQAhjSWCx0NvwBgWgdvegLOhpgOioeL2KjhcXkRJQm/QbpmKIlNfdI6K7MNUnD1EZfaRFp+ptgECUT37Ed9vBPH9RhDXd3hTfodDOx8Ldn+I0IwRuPxaG2d1MbLXHawANT+dyo5+Qf6WdwDof92PiMoYgSQJ6CSRWpur3bbSuL4jAajJP95i3aqiUH56D7k711GVcyi4fGRKX3pPmk+PYVM7Tbzvrrjc43KQu38z0FIE3hq5hzdTfGYfok7PpEX3B3NfuoLGEO2krSGgORl2BLkZwa2sd3DgbAXFVbaQyyqKwt4tH7H6tT9RW6V9lmu63YK4hoVLHvjW6hoGpscwIK3jCaBL+P+FS0TjIiNANL7NOo2srCxmz57NzJkzWbZsWacBQwvufRZLj7bZEZIoEBthJi7STJTVeNHJRUcIWutKAtNmLWbVq89362K/Zu1axs6/p8OLvSAI6AxGdAYj5ogY9FE9sLu8xKQPpjLnIK76KgzmcHrPuKXD99MIS4CMBMhH8781YuJ125uRFf/zfgLjddk1ZyZVIyxelw2vK/TNsDPIHlfQftTn83UpT6Guro7Fixczc+ZM1q3r2C9esxCeQ1ZWFoqiED9gHANn39Wuk5QgCESnDyQ6fSCD5t5D8aEvKNyzkbrzJyk/voPy4zswRsSROu4aUsfPIszvRlOw92OcNWWAAKpCj1FX0veq0JaRqqritTfg8zjRGcxIZitJw6ZScWo3pUe30u/qW4L6jJj0AZzc8C9Ay7QIEINmjTUt/1O1lPOja/5BY5nWSmaNTyFxwBjObVtPRHKvTo9vc8i+to5wTr9dqiUqkMchtLAZbo74/qOY/svlHHj7GSr8laTcL98nvv8ozH5DAGdtOaqqYgyPQfZ5QRDI+nInq1auDK4nukcvUkdPI3/vZxQf/oJRi+5BZ7IixcQz7rbHSBs3k8MrX8RRrSVDW2KTcdZVBpOqP3/2dnpfvpDUy65Db+q8TcQny8iKoiVAyxqlNET0YMwtT3Js1e+pLT7Hxy/+lCm3PEi/y2YFMzPagzkyViMa9dVE98ho8ZxP1ixLZVnF45PxetzUFZyh7vxxKnOOUHXuWLDtLQBRpyem1yCNWPQdTmyfYRgsoYmUyaRn8Lx7qSs8HXQuC2RrAKAqOCrPE95Da3EKXDvrzh/n9Po/A5A2aSE9Rl+D16fg9Wrb2hGs8amYIuJwNVRRk3+C6LQBFOzPIm/neuzVJdpCgkjykEn0njSPmPSu23RrUUNqu+dca+Tu+wyf20lkYhpJfYeHXMZeV8WeNZoF9YgZ3yeqG25WHp+My9sV50QBk6Hj88TjlamzuTmQXU5+WUO7y+WcPMz7Lz9H3lltQiImPpnrb7qbFcue44477uCDDz7otAVx6dKlGIwmJl7ZPvn6JqNHbBiXDWhb+byE/9+4RDQuMgJ5Gnv27MHtdmM0frt6FLszYAz05K//12PMf/ANjGYrkigQE24iLtJMtNXU5RvPfxITr5rDB//+O0uWLOkwRwOa+s11BhP9J3ceBtUcJoOE3eVF0hvIvPL7HFnzJ85+8Q5pY69pEebWGhphMWmhVuEXOhOk0ujwNBEWtx3F7URUXChuJ6rsRpXdWutXoAWs9W+XHY+jEZ+rpb6mK/qWN954A4fDwbJlXfOLX758OampqaRPmsvQBT/tcPlAvISAgM5soddl15J+2bU0luVRsOcjivZ/gruhipzP3ibns7eJ6zeKlDEzOeN3mgKVqLQBDF/8izYDJ6/TRuG+TRTt2kBDM9efiMQ0kkfNAFHCVpZHQ2kedQWn/NujoPi8hCemEZ7UK3QBwt9BVZ13kqOr/kZlzmEADGGRDLn+DvpdPp/jG7V047AQbl8doaOKhjUuqYVo2BuClMiKimSJYuzSZ/ji2VtwVBVTd/4k256/i+E3Pagt43HhsdeT++UKAHqMmMbI7z+C7GzEIMqYI8IxhkWiKjK1ReeoL8nj5MdvMHLRfUHTg/RRU0keOIZjHy4j+/P3cVSXIhktyP52Q1d9JSc/eImzWW+Qdtl1ZExd0KKa1RrNzRF8LhuVx76g6kgWtsqi4OOSKLD19d9RXZLPuBvv7VC3ZI6Ioa4kLygI15zRFHyyitdlpyr3OBXZhynPPkJtwSkUb8sZcp3JQnyfYcFqRUzGoDZGCu1BEEXM1jBG3/pbtr3wg2AVUzKYgiS/7MBHQaIhCAKO6mKOvfcUquIjftAkek27Ga9XRqcTNZvfTmb7BUEgvu9ICg9+yslNr2KvKgraRutNVtLGzSJjwhwsHXwGHcEnKxi6WHE4s92fBD5pdkgyo6oqO9/5Ix6njbjU/gyZ2r3wyOai7M5g7KB1yu3xcfhcBfnlDe1WiqrLS1j12ovs27pJW5/ZwrWLlzLjhpsxGE2cOLiDTZs2MWfOHJYvX95uC+LSpUvJyvqE+x7/+7cyrC8izMD0kanfiHv+JXyzcIloXGRkZmYSHx9PZWUl+/fvZ9KkSV/3JnUL3R0wLlumZU6UndjCzHk3Ex1uROqiI8h/CxZrBHc9+Ef++tsfM3fuXJZ10G8euNhffd8ftdAxQXOeUbuQZi6KAka9hNsrkzr6anK2rMBeXULujrX0n37Tf2LXmkFAp5NAMCEZTBibERaz2UBEpCWkwDYUHHVVbH7xxzRWaDkOnelbVFXlpZdeYsGCbloIz5/PR1/uorqqAVHUwu5EUdBcukQBURARRf/MvN8mVRACVr4q5thUMq/9If1m3kHlyd0U7v2IquwDVGUfpCr7YPC99GFRjLnjqWAqdQAVp/dy+K0nkL1uFsyfz8KFf2ylJ3kDSRSRFZmiPRuQPS70lnBqzmvuOykjLm93/xorizi+7l8UHtDahyS9kf5X3sigWTdjDNMGEYEMDUtM10IHgbZOZIKAoMrBtp3w2KSWzkTNBkeyogazHUAb7IbF9sBRVYwhLBJHTSm7/3E/ktGM7HZSV3CakkNae0vvKxZrWQLWSPSShMmqqaMESceY7/yEz1/4KWc+X0G/KxZije/hX7+AMSyMMTf+hD4TZ7H3jWeozj8Z3J6MyTdQmX0IW/l5cresJG/bapKHXU7vKxYTlTag7b77W1jqcg+Rs/6PKL7A59bUzrVy1SrWrF7Nqc/epTL/FFf8+Hl0BiOSCJIkIjWr9AQE4Y01lVRXVlCRc1QTb+ccobYoJ2jhGoDBGkVc72HE9RlGj8FjiErtF0zZbq4v6Sr0eh0RiakM/84vOfD6Y9pn5HEF82Sqjn9JwrCriEwfgs/ZwNF3fovPZSM8JZM+1/0EWQG9TkQQBLyyjLGDFiBVVanOPUqDPwywvlhzubLG9yRj0jxSR12FztD+ZEhX4FNUOm6w0lBdlEPV+VOIko6+E64Jucy5vZ9ScHQHoqRjyvcfbDfwsj10pW0KtAmMUBkaHp9MUaWNsho74RY9kWFtk81dDjsfrVjGJ2vfxOf1IAgCk2bMY94t9xIZEwdA7pljHNjxKaqqsvmLL0lLS2PevPksXLigRSvy2rVrMBhN3Pf43xk8amK39vWbAINOZMaodIydVBEv4f8nLp0VFxmCIDBlyhTWrFnDtm3bvlVE44IHjPPms33Xh9x0653f2L7SIaMnce9v/8bLzz7Q4cVe0huZcc/vSckcjeLx36xEAQEBRZY1W8UOdtFk0IiGKOnInHELB997lpytK+l12fUYLCEEjxcRekmg9QS2TidhNBtxe2X0ktglEmiJiuPK+//O5y/ei7O6uFMxY3V1NWfOnOHJJ5/s1vYGLIQdDXXozeFB0S80HWLtX6HZ300D5ubL6VNG0HveSFLqK6g4/Amlu1cH38drr2P3yw+TOOJq4gZPQW+yUHvuIKfef4KZM2d2aNl7xx1L2LTpY4oPaiLdmF4DKT+xG2hLNATAZavl1Eevc27LWhTZB4JArwnXMnTOXVhjE1t8P5qngncVsiyDoM3cS4KIKIK9pgpVkRFECVMzcbziT9xWFL+AOcT6BP8Art+MW6jJO0rpkS3Ibk3gmrdtNaoiE9tnBFGpmcF9VFQV2ScHKxcpQyeSPHgcpSf2cnjN35n8g9+1eZ/o1P7MeHgZ2V+u4cA7zwMqeTs+oP9VNxGVdie5W9dQlX2QksNfUHL4C2J6D6P35YtIHKzZp6qKJsCuyz3EmVVPdeFz03RAWc/cwZX3/w2jNQqff7JARcVWVYatoQ6Aox++zv4Vf2mzzWGxycT0Hkqsn1xYE9KCn58oCkGSAf5z8wJyOY0mA8nDppIxdSF5W1dp75uQRmNJDgCn3vstw+94kbysl3DWlGKMTKD/gocQ9Ub0khjcHlXVKjKtv9+y10PxkS/I3b6WhrLcFs+N/u6v6TF0SpetYjtDV3UaZ7ZpIvD04VMwhxCXO+qr2b1Caw8bcd1txKT3Q260d/n4ujy+Dp2iWqO5GNwnKxRX2SiptgX1hq11h4oss/3Tdax766801GoEf8CwcSy+8xek9WkiyF6Pm9deeARVURh3+Sy+f88j7Px8A1s+ep+VK1cEl0tOzWDhkgc0c5VQovhvOAQBpo1MJcr67ereuIT/Hi4Rjf8Apk6dypo1a9i6dSsPPvjg1705XcaFDxi1gKG8M8dI6tkLc1j4N5JwDBk9iWdfy2r3Yn/DbfdjSr8MfevgKX9QlyCJqB4fiteDIErBNPPmicMGnYQkCsiKSsqwK8j+8n0ay/I4t3UlA6+54z+6f5IkIiAH78eiJBIW7p+lVDX3FFlUWwxQ2oMpIoYrfvJnPnnm9k7FjDab1qt+oRbCqteJ4CdhAQIRvLWHcF5SFG2wCEEKgoqKgIpkjcNZUxpc1pLYF0dlHraSs9hKzpL36TIi+46lMXc/M2fO7NSy94MP1gf1JACiKQKf24ExMg5dTDp2mxMQkb0u8ret1lLM/W0wCQPGMXju3USl9EEQtUTuwGEXELBXa9kX5sg4jcQKQW/XJi7b7HMSBS2sTxOvNicsAX1GfAuxrE9W8DUPwgwBQdT2XdTpGHXLYxTs3sixVS+CqlB1Zj8AvactbvYC7djLXlnLC/GTwzE3/oQNj32fgn2fUXXVd4jrM7TNe4miROb0RZzO+jf26lJQFc5++jbW+J6M/t4vMYTdx5lP36Vw/2fU5B6lJvcolrgUel++kKSRV+Fz2chZ/8cufm5NOqCsZ5cy+js/w1ZdTmX2EarOHQ1qWoBgunVEcgZxfYaR0Hc48f2GY4yMb1f3oCgqHpcHg6l5DktoMtcRBEHAaNQzcPZdVJ09QGNZXpBkAKiKj8PLfwKqgmS0MGDxbzBaozFIIkKrFhWvT0EyaNciV0M1+bs3kL9nIx67lpkj6Y2kjp5BRfZBHNUlCKJw0UgGELQp7nAZj4tzez8BoP/k2W2eV1WVXe+9iNveQGxqP4bP1DRVgl4fzNToDI3OrlUzAHSigF4nISsKZTUOCisb2zhoNScapw7vYcWyP1CYqznmJfRIY9GSnzPismltrqnr//0PSgtziYiO5aa7H8ZijeCqud/jyjk3YW+sx+W0YzKHERYe+Y28X3YV4wYk0TPu20eQLuG/h0tE4z+AgE5jx44dyLLcrQCvrxNfdcD49P3aTUGn0xMeFUN4VAwRUbFERMUQHhlLRHQsEZEtH7dGRqPTdT/s6ULR2cU+v6yeoiobqiRp6bStIBh0SHodisuN4mryThckCXQigiRh0kvY3T4EUWTg1bex983HyN2xloxJN2C6YA1G5xAQkCQRn6wgiALWcEubG5iiqLjV0NUNFW32W1a037qwaKbc+1e+eO62DsWMgbyYC7UQlrrQshHoj1b929n6/wAa8g5Rd3YnABF9xtL7hgfx2uuoPfkl1cc+x11bQu2pbUiS1GXL3oCeBMDrH7QlDpmMIIrIskzxgU1kZ72Gu17LG4hI6Uv/a+8irv9oREHr85ZEAW8zAqEqapAgSJYYnE5Py0KZ/x9JEJEkAUkU8aoKLpur6TP161bqyzSNgikyHo/Lg6KqmkDYJ6P4F9Q+aq31LFg5EggONANEJ33CbGrzT1C0b1NwU2rzThCfOQ5RakoiB/B5fej8QtqYtP70nTybnG0bOLjiL8x48OV2B08B4ffg65eSu209tsoitvzpPtLHX8PIG3/K8AX3kPPFKnK2rsVRVczx1X/mzMevYknojeLrutVy4HOzV5ey9e+/bPG8IEqYoxNwVJcSmdKXSfe8gDGs5QSD26MdEwFNq9269VCWFXyepmPQOiS8q9DpdeiNRsbd+QyfP3UTqAo6nQ6fz28T7v8/ZtAUjNYYbaIgRB+8T1aoLTpD7va1lBzbGhTdmyPjyZg4l7SxszBYwjm+4SVyd6ylMucQPYZO7f4GtwOfrHTq7px38Es8ThvW2GRSBoxp+/yBL8g/tAVBlJhy68PBqlEgU6MzqKrabX1GWY2dwspG3O2Ix2VFpbz4PCuX/5HDu78EwGINZ/Z3f8j02d9FF8JC+dzpI2Stfh2Am3/8aIvgPUEQsEZEfavD+ALITI1mSK+4r3szLuEbjktE4z+A4cOHEx4eTkNDA0ePHmXkyJFf9yZ1CV91wGgJC8Nht+PzeamtKg/a+3WGsPBIjXxEagSkBUGJim32WAwmc9hFmf1p72KfEh9OWa0Dn9ONZLWEvmkKIJqNYNAju9wgK5qGQ5ZR8SLJCg3VdiS9jqheI4lKzaSu8AzZX7zL0Dn3fOVtV1UVj6MB2e1EMpoxWCKCx0QnCcgKWMMt7YvymlU3AmJZWVE1G8dWA6XwxFRG3vQwm956sl0xY2xsLH379mXVqlXdthAOi+sZtDhtTh6alzRaj93aS2B215eT98EfABD1Jnpd/wCgaTQSxt5A/Ji52IpOUfjhc9wwe1a32gPnzZvHunXrqPVrDCLTBlG0P4u8ze9ir9S0LMbIODIuX0z8oAkIgoijpgwBrbLU+pPwNNah+LyAgNfrpbGyJPicNrAVNK1Fs5Gr1+PF1ZyQiNrQt/K8NrsqGCwU5+ZoLSz+vv3gwK+dAbDLromBa8tKMJw9gyCoYGw54M75/N+UndxN32vuxBqdgACYjdqtw2A2IPrJSu8J15G3+xOqzh3lzGfvkzz4stDVGf9vY3g0k3/0HGc/f5/ze7M4v2cTJUe3M2Dm90m/bBY9R02n+PCX5O36CGdtBfaiEyyY3zWrZWj5uWmDdoHkoZPoPWU+Mb0GUZ17jJ3//IXmrtWKZMj+Kmagwqa5XLUNFvR6fQiiEGwju1AYTQZKy8+j0+tRZR/z5s1j0aJFTdqTlStZs2YNtae2M3DBL4ntOzr4WkWRqTq1i8I962koPBV8PKbXEH9696QWGof4fqOCRONiQ1ZUJKn963MgO6P/pOvaVFOcjbXseu8FAEbMupnYnn2bnpRELQWukxh5h9vXrsV6C6gqbp9McZUNt7f9dbodjezb/A7Ld2xAln2IosQV1y3m+pvuJjwy9ISc1+PmtRd/g6oojJ92HSMnTO98e76FSIy2MHFQj697My7hWwBBVS9kDuYSOsOsWbPYtGkTf/rTn/jJT37ydW9Ol6CqKgMHDmTEiBG89957XX7djTfeyJEjRzh16hQul4vKykrKy8upqKigsLiUgqISSkrLgo9VV1VSV1NNY30titIVC8Im6A1GwiM10hEgIC0rJzH+ykks1sgoJKn7XLqospH88gYESUIMIQJsDdXrQ3F5WgwKy2rs2FzazFpdwTGOr/kdgqhj0j0vER7fA51e123C5HXaKDzwKQX7NrZxSEobex2po2egM4eBXq8Jwzveai3RWFURaN8KNYDCA59z6J2nQVXbDIJWrVrFqlWrEEWRoqKiLlsIp6al0WPqLcSP6p67Fyq0HhrIbgdn33kQd40WktZz5o+IG3Jlm5f6HA0cf+l2VqxY0S1StGLFCm68MXTI2SX893Chn1vS4AmUndgFwICZtzJg1u00lJxj83NLMIbHcO1Ta1u8rrOWswACjmhmswlRErotCA+g9MRutv/tAWbOvDqk9gQIak+yPvmEId95lIiU/pQczKJ470bcDVpgoyDpSBl2Bb0n3dBu+rfP7eDjxxegKjJX/vINwmIunh1phMXQrotTXWk+qx+/GUEQufHpVYS1ynzZvOwx8vZvJjqlN3MfWobUqtKtur0o7o7bospq7Z1WNDxeGbvLi09W6NMjioQoS5tlFNnHmd0bOfzp27gdjQAMHTuFRUseoEda7w7Xv3L5C2Stfo3I6Dge/+c6rN/i4L32EGbWc8PEPp1aA1/CJcClisZ/DFOnTmXTpk1s27btW0M0BEHg7rvv5oEHHuhe5sSaNTz//PMIgoDZbA4mpHcEVVVpdLg5X1RGfmEJhcUlFJeUUVpWRmVFBQ11NTTUVdNQV0Oj/2+3y4nX46amspSaytIO1x/Yn7DwKH9lJES1JEhKtMqJyZ8inhwbRkmNHY9XRnV7EYwdt3YJeh2STofi9gT7iCPCDEGiEZU2lMjUwdQXniB787/pN+OHAEh6SWubMOjR6XWIHVhxVpzdz8F3f9eBQ9IrnP38Tcbf9lsSBo1HaWfEE3DHUVuIg1UUWZuJbN0eooWjCfQeP4OEjAF8/uKPWbduHatWrQouE5WcTlhcTxzVxV32i1+ydCmizkj0oCs6PLZdgarInP/oT0GSYYxKJrad9cpezTr0QtsD20CUNL1OK9LYmcOXqsgospZP0b4laksRfHtTQrLXDaqCIOlbCJRbLx5qmxSfWxOSS3pESTvPZY8z+GrJaEFVFc3a1Z/zIIg6RL2hWQtX05pVVfXbI6uIekPIffO5HKiKjKQ3Ier0wR1UVRXF50HxNrUkinojos6AqqjIbtsFf25D599HRHJvzn72b05nvYGtqphBs+8EwG2rC4rpQWsv7CpfCAQLOpxuzBZjs0f936UuzCV4HI3seeURZs68usvak09X/A5ZAVXWBt56SyQpY66lx5hZxMYndjiJoTNaiE4bSE3+capyDhE27uIRDZ+sYCQ00TizQ7O0TR06oQ3JyD+0hbz9mxFEiam3PNyGZIB2naUDoiErKnZX+yTD61Owu7wtLJ/1ulbto6pK8el97Nv4CvV+172oxHRuvedBho6Z3O66Azh3+gifrNVstW++99H/SZKh14lcPTr9Esm4hC7j0pnyH8LUqVrv69atW0MnBX9Dceutt/Loo4+ydOnSDnM0QBsw3nnnnVgsFm65peNQutYQBIGIMBNDM3sxNLNXi+cCfbb1DjcNdg/1dg8NDjflVXWUlZdTX1NNQ30TAWlsQUq037aGWm09DbXYGmqh4Fyn22QwmoMExBAWiaILw2SNwhKbgDkyBnN4FKbwGMzh0RitES1TagUQTQYw6FFcbsyqJroOuJ+kT/wOR9//DeUnt5Ayeg6WmB7IXhnZK+P2pwQLohAkHTqDDp3fKrDi7H72vvFou7OdQaedJUvIevkhJv3gWeIyxzY/oigK7ToPaUuALKvo/AnDgfTl5oPTyKR0rv31m3z24j00lp3HGB7NxB88S3TaAFx1VWQ99T2/X/xcli9v30J4ydKlZGVl0Xvew+i6ENTWGUq3/ZuG3APB/5Mn3xQcNLaGpNcqVBfaHhh8j1FX0e/q24MBd6HQ/CvfvGAkIJL3f+ydd5wU9f3/nzOzvVzvcMcBR+9VOioKKAiCAhqNBbuxxxKNMfFrYkzsPXaxRjoqSpcqvR39OODgjuv9dm/rzPz+mN293ogRze9ejwcPYHdm9jMzWz7vz/tVNi/k8NI3Sew/jiE3/qXpYwT+9vn8OCqrQ4+oqooc4JAd+PhhnPmZdJ/xCFHdhgN1nbmaQ9bKtynav5qkkVeRNGo2lacPcOyrP4ee73/HO+hMVhTZx9lNX5C/Yxmq4sccmUKfqx7FEtNR+yxH1FAas7Z+y95/P4+kM3LR459hsNbNBNj18Z/JT99Iz6m302n09AZjqi7N59DiVyk6ugPF58EcGU/y+Bs4uuCv53zf9GYrfa64HWtMB/bNf5Gc3WsCYnwBVIWy7Ays0Yna5/4cmvyqquJ2eTCbjQTtDNRQqjk0V3ic+nE5fq+7zdoTVZaxJXSh4wXTiOtbk97tkxUMLXQ0Y9MGUZp1kKLMvXQafnlbT7dJNCUIl31ejm/VdD/1k8Ddjgq2fPEiAP0nXktMpx6NH1wUEHQSaiPZMABOt6/RYtwvawWGtxENhqFWoVGWn8XOb98lN0OzxjZawxk08Qa6D59Mjz4dGh9TLXg97pDL1MiLr2DgiIta3OfXiPEDOhJlb7nT3452BNFeaPyXMHToUIxGI0VFRWRkZNCjRxNfnr8wREREMH/+fKZOncqVV17Je++91+SE8bbbbmPlypUsWvo1ERERP9kYBEHAbjFgtxigns5MUVSqXFrxUVXtrVWMeOq0zBVZxlFVTmVZCVUVpaEOiVaU1Pxbe64Er8eN1+OiuOAsxQVnWzFGEaMtHLM9EpM9AnNYVJ1/myzhyH49bsWI3hJOWGI3oroMofTkbs5snU/PKQ80OKYacLLxumtW7VTZw54v/ta61c5ly5g2fTrrPvoLlzz1b/RmW8DitLHV7ZoQPE0cHHxUs8kUJFELGVfVkPhaVQGTnbH3vMrmNx+kMu8UW9/7I2PueQV7XDKD5jzMrk//yqpVK0lOSWHmjBl1Mw4WLGDJkiUIosTgm5/F0rEfVVUu/pMavOTgOgp3LQv93xTbifDuI5rc3hwWgT0upc16kgULFoQEuv2vf4rE/k1naACNnJPWGQo+7A4Iwc0RzWdoBO+bx+PTigdFRVHr0no8VZoIXbJGhRxz6lDZ689va/0/WJAFc2Lyd2rXUpD0qLIPb2UhOlNnRElP6kU3E5Han8xvX8ORf5Jd7z5A9yl3kTBgAq5qD5YAzbDTBZdxYsNCKvNOcXzNp/SZXleXFOxyyLU6F7VhiUpg6C3Pkrd/PYeXvYmz8AxHF/wVnU7XotVyfSxcuJCw+BQEow2frNBx+GUYI+LY+dFTlGUdDN3TDS9pXcaw+BQ6jriCjkMno6+d6i3U+atRKIqK2+PDaGzsM1q/8AhojVSVrE1LuGpm2yzFZ8yYwfJV6xhy2yshjUwQfn/LhUZM2mCOrfmU4sy9qIryk7lP+ZvQUJzevwmPswJLeAwd+1xQ57lt81/FXVVGRGIqg6bc3OzxBb2uyULDUc9tSlYUqt0+3N6m6bk6ScTtKGfvqk/J2P49qqogSjp6jZ5O/wnXYjTbQseiiU5NEEs/fYP8nCzCo2K55o7Hmt3214qh3ePpFPfrCxNsx/lFe6HxX4LRaGTEiBFs2LCBjRs3/moKDYBJkybx7bffMnv2bFJSUpg5cyZXXVWTObFo0SIWL16MxWJh+fLljL1oAlUeP/ZGf2B/WoiiQLjVSLi1ISVDlhWq6nRCYqisTqGy2ouzGd6uqqp43K5A8VESKkTy8wvIyc3DVVWO21mBu7oCV2UZHmcFqqrgrirDXdW6FVZJb0IyatSs4uPbOPzNi1ijO6K3hKM3h6G3hGOwhKO3hKEz2RAE7Yc/N30tclucdgIBiqd3rCR17ExAmxyJjRQVQfpUIP8ONUCNUQGvX0EUhIBzb93pldEeydh7X2HT6w9SmXeSzW88wJh7XqHjkEvITd9E7v4NGO1RrNy4nQULFtQan17LgZBlTJGxWKxGLdOgSqMztbXgcJw9Ss6ad7T/iBIoMomjrgldu9oQBQG73YzJbKDDiKksWvxum+iBS5Ys0cYOuEubp+0JdboXtQq6WtsE7VVNLRQaQXg8fmRFabBiq/h9+J3lABjsWlVe34mL+oVm7acC10pRZJwFp6k4uQcQMEYk4C7JxlNRhDmuc2jskV2HMGDuy5z49hXKs9I5svRlSk/uo/uUuzGaDJrFsijRd/rd/PivR8javJTU0VdijalZEW6p0IDAYkNCZ6K7DCBv/3pA66C2ZLVcG0FaZ1zfsXVOXVFkrcMkSY3qjRYtfofMVR8z4Po/ERvsDKp1/mpsxNp19GpOT4ZatJLa973+/l5nBeV5p7n66udbPJ/amDVrFgsXLsRZnI09rlOd52RVc46TmtFdRSb3QGe04K2upDLvJOEd0prcti1QAp20+h38YBJ499FT6tD7zqRv4cSO1QiCyLgbHkfSNx/5J+h0QMP3jV9WqPb4Q2Nwun24A/eiybHKPjK2LCF93Zf43JopQqe+oxky5RbCouuKnFsSmGce3sfqJZ8AcMO9f8b6P0iZ6poUzoCusS1v2I521EN7ofFfxNixY9mwYQObNm3itttuO9/DaRMmTZrE6dOn+eSTT3jrrbeYP78mc6JHjx68+OKL3HjjjYSHa1+oLp9MuctHhPnns6qtD0kSibAZGw0O8ssKldVeKp0erRvi0roglU4v1R4/JrMFk9lCXGJyaB9VVdl3oijE+xVNBgSDHkX243ZU4Koqw11ZhquqDFdVKe6qclyVpdrjtf6t+H3IPndIHwBQemInpSd2Nn4igojeHIbObEd2lrTZaWfmjBms2rSMLmNn1gR6EbSvDZxbK1joiqqiyprhS/2Jg8keyfj7XmHDa/dTmXeKza/fz5h7X2Xg7IcoOZGOp6qU5KGXMub+N/C4nEgGM1WF2Wx9Q8sE2PXeHxj32CdYrSZQweFwo6haTkSLvHYBvBWFZC37B6rsxxCZiLcsD3N8V8K6DmuwucVswGozhwTviYMnkvn9+63Wk8ydWzf/JD99I50vvKbxoQk1xUVtqCgI1BRArmBHI7LljobfJ+PzNT5p8lZpgWGCzoDOHMwiafaQdccbyNFQFJmC3ZojUES3CwAVd0k27oqikN5HFRQEFSRrJL2u+Qu5WxdxeuOXFKT/QGXOMfrNfpyknv1AgPhew4nrOYzCozs5uvy9OvQwMTCZbLzQEKjIPkrm2i8oOLi5Zh+DCcXrRlXVNt03VVXJ27+eNU8fpNfU29FbbOz+qJU0xA+fZMjcv9YUG82i5qJ7PD5EUQgZMqgNtqiBz62FI56r9mTfR48x8qF56OppYfyygtQEfRBAlHREd+lPwZFtFGXu+ckKDe21VfS6mg9AZVEuuUd3gSDQfVSN8YPHWcWWz7UCq+8lc4jt3LvlgwuBrka9z4PD5dUso71+qj2+ZsP9VFXFcXo3RbsX4KvSRPTRHdIYNvV2Err2b3SfpvJUIECZevlPqKrKyAnTGHBB893OXyNiI8yM6dsyfawd7WgM7YXGfxG1dRq/RkRERHDfffdx7733UlpaSlVVFXa7naioqAYTT7Ne0qw2HV5ibc2vSp0P6CSRKLupUW6pzy8HipC6VKzKai+d4sM4fFqbzCluL5IkIUo6LOHRWMKjW3xdj89PSUk5Hkc51eXFFJ86Sua6D0FViU4bBoKIr7oSX3UFvuoK/B4nqAq+6nJ81eWAlqDdFgQTtytKi7GER/5HOS4q4FdURCG4Qlpz3032SMbc8wqb33igTrEx6JpH2Pb+E2Sun09ivzFEdO6LqkJ053B6T7uLw8vexF1eyJ6Pn2Lwzc9gtZlQVZXqak+IotVcwSF7XZxc+hx+VyWm6GTc5VrwXeKoOXXel3qdhD3Mgl5f9/xzti7D7/NqepLp0/ng/Wb0JLfcwsqVKzW9Q2D1vzLnGNWleVjqufUIQl0tRoNrqdYUIK5ybYLTHHVKCbSavJ6mu3HeAG3KYI+uOfc2FRoBe2O3k9LD2vdU/LDplB3boh2/oibYrkaUrqKKIkmjZmFL7sPxZS/iKs1l53sP0v2y20m76GoEQaDn1DspPLabvP0bKDl5gMjUvprDWbCj4fXUxC6oAqUn95K55nOKj+8JvWBESi8c+Vn4PdUIeiOWuM4BHVDjVstQowNatWo1kjkcxVmGp7KYfV88iyRJTJrYisC/AA1x7WfPMP6JL9CbbY1u2+g1BVwuL1arCVEUmr0dOpOWIXOu2hO/28Hudx9g2F1v1qFQ+WQZg15s1pQgNm1QoNDYS9r42U1u11b4ZaWOyDojIALv0Gso9pia+7V94etUV5QQHp/M4CtuafXxRYMeuVahoSgqeaVOKpzeFnVJ7uIsCnf+G1dBBgBmexSDL7uJtMGXNEsfk5s57pJPXqfgbBYR0XFcc/ujTW73a4XFpOOSQSkhK/R2tKOtaC80/osYOXIkkiRx+vRpzpw506IT0y8VgiAQHR1NdHTzE2uTXkIUBPIqPSTYDQ2KkV8q9DqJ6DAz0WENg+O8PpkFmzLILqzC5fXj8spUizp8shLg7TYPo06HyWJDb7Jii+lAXNoAXKXZnN27Cp/LQb+rn6pznRTZj8+lFR7OojMcX/32Oa92OkrL8Mp6REFAp5e0PzodOn1Dl6SWoKigymqouxFctTfaIhoWG/e8QsoFl3Fm+/fs+fzvjHvk/VAoX+dxV3Fm+3Ic+VkUH9tB+pd/Z8BvnsBmN6Oq4HJ5ENQaN5/6BYeqKmR99yruotPoLBGYE9Jwl2RjSeyOvfNgQKNJ2ewmzOaGna28fWs5vvIjAJJHTWfNulUkJyc3SqFZvHixNqkOTDKiuw1BlX2UnthHwYFNdB4/m1rSlmaLDG3sGqVE8fvwBDoRjXU0VEXrgAThbSaorKbQqBEztSWfOtjRqC48iar4sXboiTWpO848bSLmDdimNhwkIEBYcm/63/IKJ5a/TtnxHRz79i3KT+1jwDWPEpbUheThk8ne/h1Hvnmbkfe8joqAIGkLER5HGZ6qMspPH+bkui8pP3MkMCaRxIEXg6qSu3ctANaErqRN+z3m6CQK961m1ep3m75vS5Yg6Yz0+82fiewyiOxtX3NyzYeoASvtDz9sGw3x7K5VIRpi6y6qdn2cTg9Wm6lZSmBZ9vFz1p6YbOG4HRVUF2dz4MunGXDd06HnVVWj++iaeVPGpmmfl9Ksg8g+b4u0pdaidrK2Ivs5vvU7AHqMrhGBZx/cxvGt34MgMPaGx9EZmnJeawSSCKKAIitUOr0UVVRT7miahgfgry6jaPdiKk/8CKgIkp64AZdzyYyb0BtbDgxVmuhoHD+0hzVLPwXghvv+9yhTOkng0sGdsJjOH1OhHb9+tJeo/0XYbDYGD9a+zDdt2nSeR/PzwKATibHqyanwnJN7yy8NBr3EhIEpxIZbSIkNo0eHSHrH2+iSEE6XxHCSY+3ER1qJspuwmw2Y9FJdbrQApnrald6TbkCU9FSePUL5mQN1nhMlHUZbFLa4zkR1GQSc+2qnwaRpQhRVxev1U+30UFnhpLS4kooyB06HC4/bhyK3XDBBTXdDVuqKkYPFRlhiF9yVJWx+4wG6jJ2BOTIeZ0kuh5e9XXM5BIFeU+8I/T9//3oOzH8eVVGwh5kxmQwaPULQvpwUAlSgwAvmbv6SisydCJKejpfeSflR7XOVOPqagL2ygeiYsEaLjLJT6Rz4SqNqJI++EklvxO/zIssyS5cuZc6cOUycOJE5c+awcuN2OoychlKrmIzrM5L4gAi8IH2DNoFsZZFRcwXBXVkCqooo6TFYI2qeVUBRlDpFhqqCtxmuubcyUGiExYS2bwuCYnB3sZbLEj90mna88LjA8ZsoNGpBb7bT46rHSb30NgRJR8GhH9n44m2UnEynx2VzkfQmyk8fIWfnSrI2LyZ3u0bRyt/3A+uevpr0z/6P8jNHECQ9nUZfybBb/0FV3slQkdFx5Ax6XvcshogEZFkhut8Ees19tdH79t26H0m9+GaG3vsBEZ0HoaqQPGI6Q25/Hb3RxFVXtU10PXPGDHK2fdMqB68Q1Bqht6u66QlwZe4ptr/7xzrak9ZA054sIXnMHGJ6jQKgNHM3x79/t852fn/zn2tbXApGexSyz0PZmcOteu3WoLaeIfvAVqorSjDZI0gZoNnDel2OEGWqz0VXE9+1X9teQIVqGc4UVlFc6cLpbvrzofg9FO/7mpOLH6fyxBZAxd5lBJ1n/p2OF8xqVZGhnVPDa+lxu0KUqVGXTKf/sJ8uZf2XgnH9OhIT3rpr1I52NIX2QuO/jF87fepcoJdEEsOMZJe78Z9rgtUvCAlRVlLi7KH/G0UwiSqSIGLS6wgzG4i2m0mItJIcG0aXhAg6J4TTMcZGfISFhCgLJoOEThK1cK+IOFJHTAUgZ8cCJH3j1CadyY4tukOdzIrWYOHChdhjk9Fbm3YH8ftl3C4vjqpqykqrKCuppKqyGrfLg78RG8jaUFTNk772rdWKjZdDxcbWd/9Ar8s1bcPprd9QeGRHaNu4XhcQ1qGb9h9BIHf3ag4tfgVVVQkLs2A0BVZWa1GRFKDk0AYKti8GIHniXVRl7UGV/Vg79iayyyCiomyEhTWeiF5dnM3eeU+hyj5sCV3I37uWU+u/QpX9RHYZwNC7XiFpyCQAUsfPZuTvP8RSTxDqKsknoe8YEDQdgausIDjMVkNVCO1niohFEMVGC4wgmisyoEajYbBr3cY2f9oCdBFV9mOMTCS861DteGGa6DNYaLQomxEEEodOod+N/8QUlYS7vIitbz5I9vbv6HKRRss5vOhlMpa/w9RJlzB//nxWr17N/PnzmTFjBpIkodfrEUSRXR89SVXeSQy2CIbd+ndSL5kbyvgIojovUxu+LRZ7Ss1E1eN2IdmiUXUmvH4Zr1/G4/OjSAZ8Hvc50RArC87gq65scVtVDXT+aj0mywpuV8PsB3dlKZvffBify0F0l77ojGbm3nJLIMG8adTWDEV3v4C+sx7HlqAFyOXs+JqzO5fXbCsrzXa3BEEIdTWKgnS1nwB+WQldhGNbtKKy24jJoWyMHYvewllWiD22A0OvvL1Nx/Z4ZUodbqr9qnZ+qoqnEf2SqipUnNjKqcVPULJvKarfiym2KylT/kjSuNvRW6OaFcvXR2Ni8CWfvEZh7hki/0cpUwPTYumc+L/VoWnH+UF7ofFfxtixmuPJ/y8djSB0okDHcBPZ5W48Lays/RowpHt8nf9bBZCEpn/EdaKI2aAnzGIkPtxKUrSNSLuRmHAzMWEmhky9AZ3BRMXZ4/iKDhMRY0dXT0shCAKxfSewqK2rnUuWkDx8ChajHqmVFClF0bQAToebinIHJcUVVJY5qHa48Xp8qI2s6PllBTnwYw91iw1PZSmHvnmH5KGXArD/q+fxBhJ2BUEg7ZLrADTvf0EkZ/tyjn79Jioq4WEWjIaaiaUggCsvgzOrtM5I/PAZWJN6UnpgHQBdL7mR6Jgw9PqGdBgB8FVXsOuDJ/BVVyFIehz5J/FVV2GL78Tgm//K8DtfJCKlV4jGJHtcCIJAedahOsfK2rSAqvxTRHbWBKP56RtD42stVJQ6jlNNFRhBNEebgpqOhjFQGLS1pVHboStuyBWhDkew0PC7KpG9blpbTlnju9D/5heJHzABVIVj339I/oFNCILAxImXkpOdzfz5XzFr1iwuueQSZs2axfz588nJyWHCReM5vXkJis9DTPchjH3oPWJ7DkdupOOmuWNBVLfhdLo0OFkV8DtLyVj8HAc//yNnty3mxPdvkf7hQ+x5S9vmXGmIfo+ryW0aKzBqXy2fT8brqZkM+71ufnzrUapL8rDHJ3Pxg68w5u6/s3LlKqZNn05eXuOuZnl5eUybPp2VK1ciy36Or9Ac14bc+iIGmzbOjO/epuSEdm1U6tKYGkNsmtY1Lcrc2+x2bUGQtuUsKyTn4HYAugdoU2cP7+TYZq34GPvbx9AZWpfH4PXLlFdpujlZVhElEZ1Bo7DWDyd1FWZyZvnfyN/0Hv7qMnTWaBLH30nK5U9gju0a2k6SWv/Brf8aGQd3s3bZ5wDccN9fsNj+tyxfUxPCGJzWOke8drSjJbQXGv9ljBmjtYuPHDlCUVHLNIT/JUiiQKdIE7mVHqqb8TL/NSDKbiItqWZ1RxDA3oZPT5ilhv8siAJhkTH0mRBY6V35EbFRVrqmJdAlJYYO0VZiI8xE2Ix0HjQBSWdo9WrnLbfciqgzEJY8DNntxWLUYdBp2pk2QdVE8i6Xh6rKakpLqigvrcJRWY3b5UUOeNkraJOKoHA5VGwkdcVTWUrhsd2YIxPwVBZzcPGrocMn9huLLS4F2echsb/W9Tu9eQkZy9/Vio0Ia8gi1FtZzIml/0CVfYR1GUrskKnkbvoMVfET2XUQib2HNnoKAiD7vWx/+yFcJbnaack+jGHR9Ln6IUY9+B5xvUeG9CpGuzZZ8zrKEFApzzoYOlZ4ck9QVdK/fJbobtoqcH76hlZSpurCVRYUgrdsFVl7gtro87XE4ND2joa7JAcAQdIR3efC0OOS0YposNS8RivOUxQE9JKI1Wqn95UPMnDOY4h6I86C00yePJmvv/66SdpSMPV68uTJ6AxGBl73JMawKIAGhYaqKlSc0ibTYV0G4XcFuw0qepu2T9WZQ5z54RMK963CWXAylGp+rjTEwiPbGzzXWIERQr3r5fH48PsVVEVh18fPUJp1GIM1nIsffBVTWARJ/UZy0YMvs279RpJTUpg9e06drs/s2XNITklh7Q8b6TPjPgRJT0nGDrJ/XIwo6Rl25xuIgTDKA188jaNIo8I1FaAXREyg0Cg/mxFaCPgp4JcVMn5cjqoqJHQbQERCCl53NZs++wcAvS+cSWL3QS0fx69Q4fBQ4fCGwk+DMJqNeGr9rvgcxeSu/xdnvnsWd/EpBJ2RmMEz6Tzjb4R1Ht5Al6ZrQ3ZI7Y6Gx13Nx688haqqjJk4g37Dxjaz568PUWEmxvfv+KvRWLbjl4/2QuO/jOjoaPr06QPA5s2bW9j6fw+ioBUbBQ4vlc1waX8NGNwtntq/TToBbGLrpnZmow59vY5Fv0uvwWCxUZ6Xxcmda0AAvcWILTqciDALMWFmUpLiGX/dE61b7Zw2nZWrVtL9svvRmay4HC6qSipxV3sw6CUMegnpPwjmkmUFj8eH0+GiotxJZWkVleVOnE43bo8Xn18TThttEYz53UuEd0jDU1WK36MlWufuWUvu/g2AJvjtOuFaAEpO7KfPjPsAOLVhPidWzwMBwsOtiKqfE0ufw19djt4aib8il4Nv30JFxo8AeMvyOL1pEb56kyRBgKq8k2x87nqcBVmAlt/QbdLNjH1sHskXTEGsdT8Eahca5bjLCnFXFNfcq9mPYE/sgtdRTtGRbQBUnDkS6k60FooK1SHqVPMrhn6/Ukcj0hhqazTaqs9QVZWqbK1rY4xICLlBgdZ1Cuo+ajtP1do7tJ1OEjEG31+SCAJ4KospPZOBKvsRBIEPP/yw1anXqiKTu2dNYIyEOmaqquIpLyBv22L81ZUgiGQu+QdHv/hj6Bg+R2ngBGre56bIBPpe+2fsscltpiEuWLAQnU7H4SWvkbHiozrZM20t6rweH4e/foecPT8g6vRceN8LhCXUGIQk9RvJlS98w6A5D7Bmy4462pM1W3YwaM4DTPn7UrqMm0GPqXcBcGLtPMrPHMJgDWfwrS8EqHgye97/PV5XFX5ZaVYrZw6PwRaXAqpK8cn9bTyjpuHz+zm2RaNxBZPAdy5+G2dpAfaYRIZeeUdzuyPLKhVOL2UOD94mOuIGkwGvX0HxuSjavYhTi5+gKmsHIBDebSxdZj5HdP+piLqGIndBEBqlWDY5nlqFxuKPA5SpmHhm3/ZIq4/xa4DZKHHp4HaHqXb8tGh3nfoZMG7cOA4dOsTGjRuZMWPG+R7Ozw5REEiNNJFV5sanqERbfp0OFnaLgZ7J0SG7WwCTCD5VxaM2/6MlIBBuNVBcWUPBMFrs9J94HbuWvsOebz6k85CLNR6zKCBaTKh+GcXtoUOPoUy46S+s++LvjSZuBx2SQGD4nD8S3XkQfr+MV1bAr1BeVoWzqprwSDsGkx69KuJXFC1p+j8Q7KtoWg+fz0/wrCRJxGTUYzBYGHHHC2x752EqzmYiGUzIXjcHFr5EVOd+mMKi6DD4EjJWzsNVqtHC+lx5D4eWvkHm6k8RdQY6X3gNZ1a+jqvwFJIkoXiqmDrl0gbnvmjxu5xcM49+1z5JTM/heCqLyFw1j5wdKwhOB+P6jKLP1Q9htNVQZ+rnXRhtEYDmhlRaq5thT+xCWGIqg254ii2v3E3FmSOYwmNxVxSRn76JzuOuavFa1WZeuMtbl6HREm1K9rqQPU5Ac51q6610nj2CL9gRCYtv8LwhLBZ38Rm8lUUNGhqSKKKTxAaTNVdpHme2LCJv/xpU2Y9Op2PmOeTArNz4DfH9xlKenUFBxgGc+Zk48zPxu2oVlKqC4nUh6gwosg9UlU4X30xM9+HYYhPJ27OKk2vm4S7L59C/nyEspU+IhtjqoMalS4joMoCSjN1krvkMR/FZ+s1+tE0OTYIgYDLpObPtG46s0ByKRs59ivgegxp0PgxWO70mXkPPS+fgdVbgc1WjN1sxWsMRBAG/X8bv89N17HRKTuyn6OAGDi38B8PueA17XCp95/yJA18+jex1sevtexhx//v4ZanZpPDYtEE4Cs9QnLmHpL5jWn1ezSH3yE6cpQUYLDZSB11I7rE9HN24FIAx1z+GPmBUUR+yrFLtaT7NOwi/34fj1BZyt36F7Na6WpaEnsQOuwZTdPMOj6LYnPFvI+MKFPwZB3ax9muNMnXj/U9jsdqb2+1XBVGECYM6YTP/8uzp2/HrRnvZ+jPg/1edRm0IgkDnKDMOj5/8quatCH/JGNg1Fl09bq9NhNbQfe0WA2K9n7feF12FOSyKquJcMn5cXuc5QSch2SyIRgMdegxl5h/mMeTyW1mzcVud1c7VG7aCpEeW/ejlamLDzSRG2+gUF0bXxHBSYu1Y9BLuSifVFQ5ARa+TMOol9OdCq6o9xnr/l2UFZ7WHiopq3D6J/tf9H9b4zsheN4Io4XNWkj7/BVRVRZR0dL1IC7478cO/6TRqGj2nalz6jO8/YPf7f6Dw4GaN3z9pEjnZ2Xz1VV1+/1dffUVOdjYTLhrP3nlPsv/zv7LxHzeSs+N7gkVGt8tuYfBNz2C0RYZS0kWBBtoKQ7CjUVVGWa1CIz4w+bLFJtNv1u8BcFdo9Kf89A3NXh9FrVtkQE2hYQpvnjrVMm1KK3glgyWQOt+2SqNg59ehfwuNrO4aazlPaUWZECowJLHuirCjIItDi55n2xt3kLtnBarsx96hB36//5wF2D/89Rr2znuK3K0LqDi1F7+rCkHUIeq0zkts/wn0v+UVhv/+SwwBylRYcm9MUUmIoo4OQy9n+O/eJqbXaI1udfoAqDB3bitpiLfeiqQ30v/aP9F39iMIokT+vh/Y+c7DeB3lLZ6HABiNemw2E8XHd7H3yxcB6DPtVrqMuqxZOpogCBhtEdhikzDZIkI0Fp1OQpREjCYDfWY+gDm6I96qUg4tegFVkYnpPoy0SVo4rKeqhD0fPtqi+1RIEP4T6jRObNW+y9IumISqKmz+VKNM9Rw7naSeQxpsrygqDpeP0ip3q4qMosy9bHrzPrJ/eA/ZXYneHkfSxffScdIjLRYZoNF62yKukhUVj7uaj17+EwBjJs6k75DRrd7/14AxfTsQH9l4AdiOdvwnaC80fgYEC429e/dSWdmye8n/MjpFmvErKmfKmxZX/pJhNuro2zmmzmOaXqPlSZ5OFLHWS07XG80MuOy3AOxbPg+/t2ERJhj1SHYLprAIeo+5kmkPvcs1f57PVX/4mGv+PJ/pv3+PAQEa0v61X6IoNT/UgiAQbjNi0EsafQvwVToRfT5sRh1hFgPhViM2s0HTcojCT8LNVVQVr18Gg43e1/4flrjUUI5B4eGtnNj0NR63jw5DJmG0R+EuLyRn92rSLr6W7pNuAqD4+G5EUWTy5Mv4etmy5vn9y5YxaeJECg9sQKmVON11wvWkXfybJouL2gh2O/yeakpP1NBIEvrVrPImDbyYTmNqupJlWYdCRUdtqI0UGEG4g2F9kQ27CLX3byoNPIga2lTb9Rnu0rNU1EqmV5WGk7ugINxXWYSk04qL+tevIuco6V/+Hzv/dQ+FBzeAqhCVNoRBNz1Hn6s1J55zFWCDgDU+ldj+E+g86Q763fg8A+98C8Wv3d+U8ddjjUtFEKVQKrrf7QhRhRRVRTCF0+3KR+g560kMYbHIsp8VK75n2rRpLdAQp7Hi++9JHHoZOpOVmH4XM+SW59CZbZSfPsTW1+/BUZjd5DnodBI2uwmDUUdl7gm2vftHVEWm0wWT6X3ZzS0WOs1Br9ehN+ixR0bSY6amgyk/tY9TG74CNDvfpKGXA1CVe5z9C55r1DUpiOgu/RFEEWfx2RCt7z+Bu6qMvMNbAY02tWvpu1QV52KNjGPYzLvqbKuq4AwUGK4WCmsAR/FZdsz7M1vffwxH/kl0JivxF1xL5yv/ij1lUKu/u9pKIZUVhUUfv0pRfg5RsQnMvu3hNu3/S0ffztF069C2z2k72tFatBcaPwM6duxI586dURSFrVu3nu/hnHd0DDehF0Uyi6v/I+rO+UK/1BiM9SxpW6vXqC0KD6LnmGlYo+KprijmyIYlje8oCIhmI5LVjCBJmKxh2KMSMFnDtGyKkVdgtNipLD5L1v66VsoWo76BlaPb6aa8uAKvy4NOEjEbdIRbjUTaAnkgBp2m69BJ6CURSRQRhYZFSEu/635ZQTDa6HXt/2GJ7xx6PGP52xRnn6KyykPicC27IXPNF/g8HmJ6DAtx7DV+fysD1j74QAsTDDgnJQ6aQNqkm6gVw9H8MUzWkI2qo+A0oOko7IldgmeLKELvaXcS3rFHaL+8fetD/25WIIzmXuQL0H+MzXQ0WqJNQd2wvrZ+jAp3ac4/5jjtntQuNAQEREHAFOhoeOpRp1RVpfTkXvbOe4I9HzxMSYbGi4/rM5aht7/KgOueJqJTX6SAo9C5CrAvfvJLLvjd26RNuZeEwZdhS+pG5Wktd8aakBZyWgLt3gH43RqVzOeX8frkUNERmTaUgbe9RuLwaagqrFy5kuTkZGbNnl1HdD1r1iySk5NZtXoNqqpyetNC0r/8G5LqxZbcl8G3vYQ5KhFXaR7b37iXkhP76oxdFAUsFiNmsxZY6qkoYfObD+N3VxPTbSBDr/8Dgiggy0rIUKGtEARBoyiaDUR36kaXSXcCcHrjlxQf17oSPabcTUTnAQAUHdrEkVXzmjye3mQlIrknAMU/QVcje89qrbuS2huvy8nh9YsAGHP9oxjM2n1SVaj2+CmtdFHt8bf4/vVWV3Hwm7f54aVbyT+yFUEU6TBsKhfc+y7JI6YjSG1jgQekRK3G6aN7Wff1F8D/HmUqOdbG8B6toza2ox3ngvZC42fC/495Gs0hMcxImEnH0SJns6ttv0QY9BIDujacJJpEMDRjeQvapL++KFzSGxg89WYA9q/4DK/L2fQBJBHJZkY0GevM8vUmC73Haivt+9d+2cCO1mpq+EOsKirVldVUFFfgC0xsRUHAqJewmfWYDTqNJiOJ6HUiBr1GtzIZdJiMOswGjXoliUKjRUhtiEYbPeb8JVRsKD4PGUufR1UV4gZOQmeyU11ylowflrDrwz+BqqA3GNscsDZjxgwkUSAitQ/9Zj8cGlNzHYba0Fvr+sYnDhgfOkaQKiTpDAy58c8hkenJDQtaLDCCCNKmdCZraHLcGFqiTUGtjkYbCw2fs4KSQ+sBQrkZqqIgCkKAEqW9tQzhdbM0VFWh5Ng2Dnz8CAe/+DPlWekIokTiwEu54Hdv02uGRivL3b2Co9+8zr5PngylXrcFCxcuJCw+BXNkXIOgtLITuwGI7FqXfiOZbIDW0fDLCn5/wwsiGcykTphLv5tfwBSTogX+LVlSh4a4dOlSFET63PIGHcddjyBKFKSvZ8tLt+PKzyAsMZV+Nz1PeEpvfK4qdr33GGd3rUQQwGjSY7WaNEE8IPvcbH7rEapLC7DFpzD6zueQDDULDX6/3KLYvynodBKSJBEWbiWu/0XEDbwUUDmy9AWqA65mA65/BnOUlgVzcv0XZAcCEBvDT0WfUlWVMzu/ByB12KVs+uTvoKp0HzWFjn0uABVcgQLD6fK1+JlUZD8ntyxl7Qs3cXLLElRFJq7HcEbc/SbdL78TgyUcs7XtgXKiKLaaOeXzuFjzmRYwOG7yVfQZPKrNr/dLRYTNyIUDktsdptrxX0V7ofEzIVho/P+s06iPOJuBOKuBwwWOBtaFv3T0SonC0sjk3Sa2nBIdbm3Y1Ui7YBLh8Sl4nBUcXDu/xdcXDDokmwWhVt5Er1HT0ZusVBSe4fTBug5nVlPTAj/ZL1NVWkVVWRWyrK2yCggYdBJWkw6zQdeAaiAJAjop0PHQSXWKEIOudiek5mLoTHZ6zP4L5phkAJx5mZxZ/xmSwUzCMC3A8PS6j/A6SrHGJePzetrM7581axZ+v5/+cx5Fpzc0uBeNaSZ8LgenNi1iywtz8VTWOE3pdDoU2Y/P5UCod/6W6ET6XnU/AJ7KEs5s/65V46udoQFNFyat62gEwvrCYpoNZquPon3fo8o+LAndMMd20h5U5QYTr2A2h89RSuG+1ex/7z4yFj+HMz8TQdIT3/8iul5yM6LeyJFlL7Ppudnsevd+jn37Bnl7VuIsOHVuqddLlpA8chqCINRJrVdkPxWn9gEQkVa30NAFCg1voFvU3LeJLaEr/W9+kc6X3oJCoOgXJBKGTUO0RqHKPirPpJM4YiY9r3sWY0Q87vICtr/9IFk/fE5EbBy9r3+GmN5jUWU/B776J6fWfoJeCnbhQFVltn/wNGWnj2KwhjP2dy9gbCRrwef1n3NXV6+XMBj1WG1mUi+5FUt8Z/zVFRxe/E/8Ph+iKDL0jlfRmbVrs3f+Pymtlw0TRE2exp5GM3Nai5KT6TiLzyIZzJTnnaGyMAdLeAzDr/qdFrZX5cbRigJDVVUKjm5n/St3cPCbt/BVV2GP78SIuc8y/MZnMEUnh7bVBa5DW9CWsL7d339IZUkeUbGJzLr1f4cyZdRLXDokBUMTgbHtaMdPhfZC42dCUKexfft23G73eR7NLwfRVgMdI0wcKnDg/hUF++kksdFAI1GAsBYoVGGNiMJFScfgK24B4OCaf+N2VLQ8CAFEk0ErOCQJg9lK7zFXArB/zRd1JgwWo65F0bfP46OiqILqytqUNs2+1GLUBboxdb8yGjukGBAKa50QreDQBf4YrGF0n/k4eqtGe8ndtpiy4zvpPPpKBFFC8XvRGS0h0fW58vvFWlSKxrQZwYKj6NhONjz7GzKWv8vk8SMaJFbnbPuGDc/+hqKjO6iPjsMuC2U9HFn6OtWBrI7mEHKcChYajbxVNFvbliefQeqUPiymhS1roPg8FO1bAUDi8OlIgeukyg07KKLeFKKhnfj+TVwlOQiSDkNYbGCl/wcyV73P2Z3fUplzTLt3JivRXQfScdAlGAIuXiptF2B3HKaltNfuaFTlHEH2VKOzhGNLTKs5J4VQ5ofsDnYDm79+giiRPOJKht39FpHdhoEqk7/zaxSvph0r3r8GQRCwJXajz40vEt1nPKgKmavmsfPdhzDgYdBvn6TLxb8B4Oj389j+4Z9D+pH0xW9xdt8GRJ2eMXf/A3t8xybH4vP62hy0CAFrYZ1IRKQNSW+k+5WPIhnMVOUc4cS6T/DLCjqDmaF3vKZRAlWVH997lOqyhnbFkck9kQwmvM4KKvNPtXksQZzeqRXcMV0HkrllKQAXXPN7qhWDFrbXivd1Zf4ptn34BNs//hOOomwM1nD6X3kf4+/7F3Hdhza6KGWxti74Lwit0Gi52MjL3M/RHzWa4U0PPI3ZYmvT6/xSIYpw8aBkwizGljduRzv+Q7QXGj8T0tLSSEhIwOv1smNHw0nL/8+INOvpHGXhcIED568o2K9bh0jCbQ07BToBrM0UG1IjonCAzoMvJCq5Gz53NekrP2/9QEQB0WpCNJvoPXYGepOFsvwszhyu0QMJgtBoB6YxuKvdlBeW466uWxBLooDJoMNm0mMySC2Kq4NQ0SgteTu/4eAH97L/3bvxOTUevk6n4+iiZ8n6YV5IJ2CKiCUsXltpP1d+v85Yl04RdJuqPdyiYzvZ/eGTTLhofKOOVvPnzw85Wu364I8UBooNVVEDlBeV1LGata3i97Lvs2dQ/N5mxxdynGomrM/rabmbAbWoU7aWC42g7qLs8AZkVxXG8Hgiu18QKiRqF6WukhxOLn+VvW/e3EAkrsp+vJVFKD43ot5IeEpvkkdMp9/Vj3Lh7z9k8pMLiOs2mLP7f8DrKMcSGU+PybeyctXKVqZer2LA9U+hN9tAVVFrTUxDtKkugxEEMZRArahKqKPhdzu0cbYwcVfRHNJEazQ9rnqC7jMeRW+LDNnnOnKP4cg5rOkhjBa6TLmfLlPuRzSYKTt1kB9fvp2qkzsZPOseBlzzGIIokb1rLetfupcjKz8jY/WXAAy/6U/EpA1ofiytEP43BUmSkHQ6IqJsmKMS6TrlXgByty2h8Og2fH4Zc1gsA2/8OwgCiuxjw2t3NUg6F3V6ogOJ9+dKn/JWV5IX6KRW5p0AVSVlyKXYOw9pMaEcwOMoZ/+S11j/6l0UHd+NIOnoOu5qJjz8EakjpoZybxo7ltlqajUVKmh40dLmPo+LLQteAqDniMvpPWhk617gV4CRvZJIiv7fKJra8ctHe6HxM0EQhHab22YQbtLRPcbC0UInFe7WTbTON0RRYGi3xp2DzC3oNRoThQuiyJBptwJweP0inOXFDbZpDoJewhIXT+9xM4FAV6PWhMtmaj29QFU1/UZ5UTleT93JsyBoBUd0mBm72YDUwi982ck97Hv7DrLXz2PKRaMadA0kUeTsTm2VXZAkHAWnceafIjwhpc0Ba0F+v97SkKaijV0rOPwuBwc+f4ZJkya2ztFq0kT2ffp/eJyVdWhKSQMvCv27MieDo9/8q9nxBR2naof11Z8Te1pBm1JVtaajEUgFr49gcRHUXaDK5O/SLG3jh07VOkgBhy5vVTHHFjzD7pd/w8EP7qPk0AbUWu5dCCLWxG7ED5pM1yn3Mui217jw8YWMvuNFBl15N52HXoLBaGbbx3/kyIoPURWZpP7jGX//v+g06kr6XvMUa9at1wTYgSKuvgB77Q8bGDL3b8T2GIqiKA0SwcsDhUZE1yHIioqsKKH3d1CjIQcKDWi8p6GiFSdyrSA7QRCI7jmKgbe9Qfzgy0LbHvn305QGtCwA0X3GM+Su1wlP6YnP5WDbe0+y69Nn6TpqImPufRmd2UbJyYMcWPwWAP2m30Gn4RNbxX9XFBX/ORYber2EPcyCTicR3XMUCUM1GmLmt6/hLM3HJyuEd+xB7xka7cfnqmL9a3c10IcE6VPFmXvOaRw5e9ai+H0YrBG4ygsx2CLpdfntLe4n+71kbpjP2udv4vT2b0FVSOwzhosfep8+l9+uFZ3BbRW10QBCQRQwmVu3Oh/6vmrhtuz67gMcZQVYI+MYcvmtbaIn/pLRq1MUPVOizvcw2vH/EdoLjZ8R7YLw5mEz6ugVZ+V4cTXFzuZXhn8pSE0IJya8cTFic3oNi1HfaIhWct+RxHXpi+zzsv/7T9o+IAH6TrwGvdFMae4Jsg9vq3lNk75F/Uh9KLKCo8xBVWlVQ5ccAUwGHRaTHotR32iabEnmbo4t+CuXXNxM1yAnh0mTJmkTvs79AMhY/Rmpo6eHAtZagyC/v+OIaS1O7s7uXons8/DhB610tHr/fWSfh7O7VtV5zhwZT0RKr9D/z/y4jLx9PzR5rPoaDag7IVZU8Pta7urJbkeoSNDbaiYN9YuL2peh9OgWPGV5CDoDlWcOkv7OXZz4+gUA/NUVVJ7ai+LTuliCpMPWsTfWDpobUdKIGfS/6Xm6Tr6LpEGXEt2hKzaLEZ0kAQIFx3aw/tU7Kc7ci6Q3MvCqhxhy7RPoTVZkWSU6bQgdR12NLMss+/a7BgJsWVEYesfzxPYYGhqvzy8TnAu7ywtwFWeDIGLr1L9Bx6K+61SDC0tNgaGqaqPvD53JSpdJd9Bpwlxtd9lL5revkjH/LyjVxURFhxGb3JkRv3uVLhOuA0Eg68dvWf23mzHZ7Ay74Y8EZ6+CpCOqS78W72Od8Z2jE5UgCOj1eiKiNCekThffiC2pO7LbQcbSF/B5vfj8CvF9x9H5wusAqC7JZesHf6hznNhumiC8+GQ6rooiqkvz8TgrWqUhUVU1RJvyOjXaZ/cpv0MyNe3OpKoquQc28cNLt3H4+/fxe6oJ75DGqNtfYNhvn8IandRgH7/c9PWx2FonCm9NInhe5j6Obf0WgNFXP4jeZGkVnfGXjqRoKyN6Jp7vYbTj/zO0Fxo/I4IdjR9//PE/8lH/X4bFINE33sbpMjd5lb+OYL+h3Rvvaogt5Gs02tUQBIZeqa0CHt30NZVFLfP+68NkC6fXhYGuxrovCYaWi4KA2dg2G8ggfF4fFcUVOCuddVZCgxM2SRQwG3RYTVoBJQA+t4Oji/7JpEmTWu4afP01kydPpuzUARBEio7vISKpMwICc+fObRO/v/OIyRj0EpIoIogiAtqfQBY4qqpydtu3XHUOidU5275pMPFK6K8tIJgitPfBwYUv4ixqPGOhvkYjiOARW02bCnQzdOYwRL0RQRAC2hituFB8Hhxnj1Gwezknl7/Kgffv5eS3r2iv5fdSfnw7noqGmQnGyCQ6T32QIQ/9m16/+SsRAXcnn6NUC3k0SFpBGbjvst/LwW//xfaPnsTrrCAssQvj7n2TlGGTQ++N4ASt9IRGyYkfOZsxf/iKC5/4nEueXkxE2mBQVU6srksX1LoOWoJ9WabWzbB16BmiSdVGox2NwEVVFI1uU/u+1ddI1UbisKmhsEJBlKjISmfvv+4ha/2XKH4fkqSn1+W3csGdL2KOiKOq4Axr/n4ruz75G6CiM1lRZT8bX72fk5u/afJ1GsO5OlFJkojVasRsMSJKerpf+Qg6kx1n3nFOr/sIWVXx+hVSx11D0gCtC1dyYh/7l7waOoYpLAbJYEZEYfXfr2PNP29g5TOz2PDKbZzcvASfy9Hoa6uqSsGJg1QVnEb7jKnE9R1PbM8RjXYfAMpzMvjx3YfZ9fkzVJfmYbRHMfDqhxn3uzeI6dK/8ddBbdY0xGgyIDay2NHYtYKmGxo+dzWbA5SpHiOnktRN6/TI8q+70LBbDFw8KLlVhVY72vFTor3Q+BnRt29fIiIicDgc7Nu373wP5xcLk16iX4KNvCoPp8t++cF+HWJsJEU3blWqF8DSRLHRmCgcILH7IDr0HoaqyOxd/tE5janvJXPQGUyUZGeQl5WOGHCdas59qjXwVHuoKKrA79KKwPq/WUF7XKtZT/GBH5D9begafPABULMKf/DbD/D7faxYsaLV/P6hNz2NwWJHCIjY9ZKAJGmxHEGRuuxyUFlw5pwTq33VdUM3g4WGu7yQiE69kT0u9n7yNLKvbqGsqmot6lRsvee0v1vjNgXgraxxnBJUGVfBCYr2reLUirc4+PFD7H7lOo58/jhn1n5AyaENuEvPhva1deyFOSaF2lMtQdLTfdZT9Lv1dWJ6j0UI5JjUTgev69Sj4ijKYfPbD3By82IAOo+azti7X8MeV5PMrKga1cVXXUnFGc3xKKrbBXhVPaaIeAzWcHpfcSeCKFJwaAulJ9Jr9g1MKmVZpTRzFwARXQc3ej1qOho1k2FZVfAHipUGaOaXTxBE4gdeCkBYUldiug9F8Xs59v0HbHnlTspPH0IQICZtEKMfeof4vqNRFRmfy4FkMHHxI/8ieegEVEVm5yd/Y+/CN9vk5HSuTlR6o56wcCuSTsQYHkvaFZorWv7u7yg+sjkQoqnQ7+pHiEjWcmBOb1/OiU2LKMzYxbrnbwDZy4wZM+pQ2yaPH8GRFe+x9p+/pTBjV+j1VFXF45NxuH2c2fV98FH01gi6XaYtltQXf7srS9g7/3k2vnkvJacOIOoMdL/4OiY8/BEpQyc2cHerDVlWm9fMC60ThYcm2k3Mt3d99wHOskJskfEMvfyWmtdv7H30K4FBJzJxSCeM+nNbaGpHO/4TtBcaPyMkSWL06NFAu06jJRh0Iv0SbJRV+zhe7GxyZeyXgqE9mk55Ngugb0Sv0ZQoHGDItNsAyNy+krLctrvAmO2R9Bp/JQB7v/sY9DokuxW7ve2e8/WhqireajdyVTVCU1QGFXJ3f9/mrkFQswFQckqbmCb1G8269RtJTklhdhMBa2vXrWfMXf8gvuewOscUEJBEEZ1YI/70B5yFztXRqr6Q1hKVEAjwU4nrPRqDLQJH/imOLH29znY+Z4UmFhcETOGNC7hbzM9QFTylZynL+BEAT3kBe165jsOfPMLpVf+iOH0NrsIsUBV01gjCuw4lafQ12JK0iaXeHo0j5wiu4jOAirWDRvvSW8IJ7zxQE8kKApKguYQFOy+e8hqnIlVVyd27lg2v303F2UwMljCG3/A0/ab9Dklft5ANrs4XZ+wEVcEcl4oxIl5LhHZoNC1bfCc6Dp8CwJFv/hWalPtlrZsh+9xUZR8EICy1rq1tEJIx2NFw1ojEm6G6NLemazQZ6DZuGoIoUpGTQe/pdzPouicw2CKoys/ix9fv5cDCl/G7HRjM9jpFhOx1s+GV+7QE8MtvAiBj1adseedPuJ3VzbxqXZyLE5WAgMVqxG7XHLgi04bSYaRmVnDyuzdxlZxFUVWcbj+jbn8JUyAn5dDyd9jx8Z80U4ScnNDnKkhv/Oqrr0KmCDvmPUVBxk68Phmn24fXL+P3VFN4sIYOHMy3AEJifr/XzbE1n7H2+ZvI3rMaVJUOAy9mwsMf0nPijQ3MGxq9Jq0QlLem0AgWzI3JwXOP7+HYtuUAjJ71EPpa4/q1djQEAS4cmEyErd1hqh3nB+2Fxs+Mdp1G66GXRPom2nH5FI4U/rKD/WLDLaQmNC1AttfjywfRGH0KIDa1F50GjgNVZc83H5zTmPpdei2S3kDRqcOcPbITBNBZTcQkRKL7KVa2VBXF5cFRVtWA2uT3nlvXIJiDEYIgMHDO75nyzAL6X3kXXy+vy+//+tvlyLKMoDdgj07UdC+NXGdB0DocOlFAZ9AmD+fqaCUZGk6KEgZon+uSzN0M+M0fQRDI2fF9HU1HUJ9htEWGwv5qw+uT66xkq6qKuyyf0qNbyFk/j6Nf/ondr15P+vv3UnxwPQCyx4kq+5CMVsJSB5A4YiZpVz7KgLveZeDdH9Bt5uMY7DE4co8B4KsqAUEkqtdY+tz0EqmXaOYDqiKHEqclUQgGs2MO0ME8lcUoijapPLLkRQ4vfQnZ6ya6ywDG3/8vEno37sjjD3xmi45qDmiRacNDz7ndXnwBPUr3STcgGc1U5Bwjd98PmlYloFeoyj6I6veit8dgjElGVhqubAc7GrK3GrmWVW9j3xhN6Xd0OonwSBs2uxlzZBxxvbVgtpzt35E6fBKXPPEJnS64HIDTP37N+uduZOeHf6Tw8FZEnYGhNz5FRMdueKrK2PzmI/jcTi0JXNKRu+8HNr56H2WFha36HqvtRNWWbz2dTofZolGoAJLH/YawlD7IXhcZS/6J7PMgKwouv8q4+/+FZDAhimKbTBH2fvEsDkdFaFz5+9eF3NZieo0mrveY0H5+RSZ77xrWvTiXY2s+QfZ5iEzpzdi7X2XINX9oQCFs8nqgNjAHaPT8DTr0hua/2+pnAgXhdTvZsuAVAHqOnEpiPbewX/LvT3MY3jOB5Nj/nSTzdvz60F5o/MyoHdx3rkFN/z9BJwr0ibehqnAw/5cd7DekW3yTFotN5Ws0JQoHNAcqQSBr7waKTh9t83jMYVH0HDsdgL3ffhR6v1nMBsKiw7CGWxHOla9b60QVv0xlcSXOCieqqmKwGNBJ2muda9cgVC2oKiWnjqDqLFQWZOOpdiLqDIy+4+9c/uzXXPKnr4jomIanqpx1r95PdUkuRp3UZGaIIAhYwiL+I0crnSVMSwGvdTsT+wcLjX3YE7uQdukNABxe/CpV+VlAbWvbhpMrVVWpLMyj7Ph2cjZ+zrH5/8e+12/iwHt3c+LrF8nbsYyq7EMoXjei3oQusGIc1WsM/W57k0H3fUKP2X+m47jriew+Ar01krKMrRye9zBZK94IXdPY/pfS79bX6XrFg1jiUmvZ28pagVFvXAZbJIKo01LBM3ay6537KTiwHkEQ6TnxJkbd+hzmJrozAIqsIvs8lJ3U9BkR3YbXed5RpXWHjPYoul50LQDHvtOE98GJZcVJzQUpvMvgGt2HqoZC31QVREMtZyJPrc5BI1+xDTJsRAGb3Ux4pA1drc9ip5Gae1P2Ls04wGgNZ/BvHmPsva9ii0vBU1VK0ZHtAPSZfjcJAy5i7INv033CNQAcX7eA4z8sYOj1j6O32Ck/fZgtr9xF0akMPG5/iw2LGieqtv1OWKwmLBYTkk5EECW6Tf89eks41UWnObXqXUDrFvlFI6kjr0QQBD788MPWmyL4PRTsXxd6/PQmLWBU1BvpMeWu0OMV2UfY/cHD7P3qn7grijFHxDPk2icYc9fLRNYyUGgN/LLS6qvQUlejKZe8Xcvfx1leiC0qgSG1KFNByL/C3+vuHSPom9r6nJ12tOO/gfZC42fG4MGDMZvNlJSUcOTIkfM9nF8FJFGgd7wVg04gPc+BuxWuPOcDETYj3Ts2PbFuSq/RVFcjMqkzacMnArB72XvnNKZ+E3+DpDNQePIgece0CZsxkARrNBuJiI3A1Mawq/oIcp6Dk0BVUdEZtGOea9eg9uRqx8d/5sCSNzmxaSkIAqNu+Qsd+4/FaA3HaAtn3D0vEZaYiqu8iHWv3Ed1WQF6vdik6FEQBFJGnoOj1eLFxPa/sOY8IVRwWKKTCOvQDVSFwkObSZtwHdHdhiD73Oz79Gn8Hlctx6lYvM4Kio5uJ3P1p+z+6EnWPzObHS/fSOaSf5C3bRGVWfvwu6s096fEbsQPvoyuU+5lwK2vMfyhzzFHawFwEV2HYYpMrJmAyz6KDqzl4Af3c2LZC1QX1tDuulzxEKmT7wptL4kiOr1G3VPVxj9ToihhDBQSB+c/i6ssD2N4LINv/gfdL/5NqFBpDCoqsqpScmIfis+DISwGS1znOtv4/TIulxdVhU5jr8IYFoO7vJDjK+fhdVSgKAqVgUIjrEtdfYaqqvjlgN2pJCHqtfecvwWL29q/emaLkYgoO8Z62iVJEEjqPRxzZDy+6ipy99d0oGPSBtLnitup3To7/M2/OLVhAbICvafdxbh7X8Joj6Ti7An2fPFPul88G2tMB6pL8vjx9XvJO7wDp8MT6ug0Bc2Jqm2LK6IoYq5FoTLYoug2/feayUL6WgrT14aoZYWHt3DVVVe12RQhf/f3mgj80Ea8jlIA0ibdisEagbu8kEML/8GeDx+h6mwGksFMr0k3c/Hv36fDgAub7Cg1B5+/9ZN8czPfZ5Iohm5b7WHkZuwhY7umMxk968E6lKkglF8ZdSo+0sKo3g2du9rRjp8b7YXGzwyDwcDIkRrNoJ0+1XqIgkCPWCt2o0R6ngNHS1z284SBXWPriWbrojG9RlOicIBBU+ciiBJnD+8g7/i+No/HGhFDjzHayuze5R8DWmEQTPgWBAGL3UJ4TDh6Q+tzNmqP1mDUER4TjiXMgiAI+Nw+ZMVwTl2DBQsW1KysBvg7it9H5npt1bTf9LuJ7TO6TjdQb43g4vtfwx6XjLM0n3Wv3IervBiDTmrUchcgZfgkJL2x1Y5Wc+fORVVVTm1YQM6O7+tSnNAKjoT+4wHIT9+IKEn0/83jGMOicRaeYc/HT5EfmKwWZ+xm3V9msvuDJ8hc9TFFh7fiqSoFQcQcm0rcgEvoMvku+t30AsN//yX9bnqeLpPuIK7/BCyxKQiiFHKdMgRSwWWfh4Ldyznw7u/I+v5N3GW5SEYr9uS+AFjiOhPVc1RIeyGJAoJASHyrNqG18TnLaibuqkJs79EMu+N1wpNbXpEOctqLA7SpiG4XNDrJrKp043ZWkb19OcHblbXhK9LfupljH92Lt7IQRB325Bq7WDWQ7B689qggBelTzVjcgvbeNRh0REbZsVhNdcYkoHVRRVFAECVSR2hUqayA1SlAec5xdn2qOUwlD7qQmK4DkL1uDi17iy2v3k1x1hEi04Yw+c+fkdBnBLLPw6FvP8CekEJUam/8Lgc733uM7B3f4XF7qW4hMVtzomrbJNdo0mMw6UMUqvDU/iSP1Totp1a+g6PgFF5nBVVF2edkilBVlI3XUUbGd1pujMEeRVyfcZxYO4/tb9xB4aFNgEDioImMfeB9ul10LZL+3DQCiqrWSYhvCaIkNpmpIUoN339et5MtC18GoOeoaSR2bTxgsS1jON+wmvVMGJQScthqRzvOJ9rfhecB7cF95wZREOgWYyHaqudAvoNy1y8v2M9mNtCrU9NhSI3pNZoThYfFJoUKhd3L3jsnul3/Sdch6vTkH99HXoZGYTEa6q5ESzoJe5QdW6StVRaRwZMRzUbskWFIjWWCDJ3S5q7BkiVLaib+9VxeBElHdNpAUDVhqBxI51YUFVN4FBc/8BrW6CQcRWf54dX7cVWWas5TuobnY7DY6TJ+tuZoNW1ai45Wq1avxhKbjOJ1cXDBC+z56EncAeenIOID9Kni43s5vuYzjn3zLwRBuy6lmXsozzoA1FB7rLHJJA2+hF7T72bI7S8x+IHP6XvzS3S9/B7iB03ClpiGKDV8X6iqEnKdkowWcrctIv2dOziz9gO8VcXorRF0HH8D/W57A1eJZrObdMGV6HVSSHsRuqa1qFP1UX5yL3veux9/wNY0uvsF9Ln6D+jNtlbRWGRFRZX9lGRoieq19RnaeWjblJ/czebnruP4d+8ydeLFdcT+Uy8dp6VfiwLOs0fqFBi1oQCSMVBoeGp3NOrlbegkwsKt2MOtDd7nYkDHU7vw6DTichBEijP3UVVwBld5IVvf/QOy10V8j6GMuuVpLnnoDYZd/wf0FjsVORlsfuVu0he9jl8WGHfPiwyc/YD2+Tu4leqyAuJ6DEZVZA7Mf55j332A7PPhcrqbpVP5fG1zohIFEbPZiMVqDE02O4y6mvDOg1D8XjKWPE91pdaJOFd64+ktC/AHHNiiuw9nxxt3cGbzAhTZR0Rqf4be8So9p92H3ta249dHa1LF68Nia7yrIdUpKrV/7/z2PZzlRdijEhly+dwmj/lr0WjoJIGJQzqds5V5O9rxU6P9nXgeUFsQ3lR4VDsahyAIdI22oBMFDhU46BFrJcb6n1m2/tQY0CWWjOwyvE1QHoL5GpVyzX0PsxiocjUeUjjwshs5vvV7CjLTyTm0neS+I9o0HmtkHN1HXc7RjcvY9908ErsPCuhCGhZqBqMBfawet8ONy9G0tbDOZECyWUAAwdf4uJOHXErG2k+Ye8stfL1sWbMc8GAORrACi+0+hKKM3XW2UWU/G168g9TR00gbPwtjdBKqrCKKGp/dEhnHxQ++xtoXf0dl/ml+ePV+Jjz4OkZbBIJOwCvLoRlqdWkBJzYuQlVVVq9ZS3JKCjNnzODqq68mMjKSsrIyFixYwJIlS5EMRobMfZaYboM4tWEhGSs+oujINja/MJfOF16D3myjMucYFdkZgYEqHF/RtC1x2sQb6Dz2qjqJx5UV1XgCGRqKAs24fOJzVqAqWjF25LMnUHzafTKEx5E4fAYx/S5C1BkoTl+Lv7oCQ1gM0b1GN3osQdQFhlxTaCiyjzMbPidv+1JA6xj5nOUYrOFt+q6SFYWyM0fwuyqRTDZsHbUuiKpqtCcVqDy1l5NL/86kSZP48IMPGlB4Zs2aRX5+PnPn3sLKpX8n9crHCUsd1OjrBbM06oT2Bc9TqNEu1KfUCRDo8DQ8N3NEHAl9RpB/8EdOblpCycl03BXFhCWmMub2vyJK2vVLG30FHfqNYveC18jetYZTGxeSl76R/lc/QI8Js4nrPoit7z1FVcFp3BUlRHftR8mJA5xY9wXVpbn0n/MoAD6fjNGkQ6+vXbirgIDP58fQhq6jTi9hMhmxhSlUlDkQBJFu0x4k/cMHcZee5fjyN4Fzpzee3R7o8ggiebtXaNcrKpGul95CTI+a7tV/2gnwt5E6BmAyGxBFoUEnqE63WYCzx3ZxfIc29tGzHkRvaJp29WvpaFw4IJko+39Gh21HO35KtHc0zgNGjBiBTqcjJyeH06dPn+/h/CrRKdJMSoSZo4VOcivd53s4dWAy6OjbuXkBnkEAcy29hsWox9iEKNwaGUuv8VoA3+5l77bJkz+I/pOuR5R05B7dTUFmOpIkIDVCIwBtpc9sMxMRF4GhPnddLxEWHYbRag7xp5oSXuvNNgbOeYKVK1e2LgdjxUpkvx+9xc7gax/FYA1vsK2qKpzavJTVf7uOTS/dTuYPX+Eoycfrl1FUFVt0Ihc/8Crm8Ggqck/yw2sP4q2uQhQFDAGRuCL72TnvaXzVlUSm9GTin+fTZ9pdrNq0vUFitTEijvFPfEFMt0E4CrMx2MKJ7zcWUW/E73Jw/Pv3Obz4FXJ2fE9V3omac7eGkzbxRobc8iwXP7WA2F4XhJ6L6ty/TpGhAl5vDX2r0dyHADwVhWStrtHrKD4X5phkuky5n/63vUn84MnoDSYkEfJ3LgMgcdgVoQlxfYRyC1Qt0M5VmsfBTx4PFRlJQy+n80XXA+CuKKyzb/1uQf3nZEWl6Jgmlo7oOgRR0qEoGhVGRSsITi9/uZWBjsuYNGkS2ctfbrSQgJqOht/tqNMZMBoNREWHYbEYGxQTjXUx6iN15BUAnPrxayrOZmK0RzL+dy9gsNR18jGHRTPmlqcZc/cLWKITcZcXsuP9J9j45h8w2iOY+OTHdAmYM5ScOIA1JhFBksjbt56d7zyCx1EOKE3SqWo7UbUGoiCi10uYTIYQhUoymIjpq1H8nLnH0Ol0LFiwoFXHU1WV4uJi5s2bh85gJFS1qwo6k5W0ibcy/O63iO05os71VNXm3yvNQVbUcxNhC0KjWo3a33k+t5MtC18BoNfo6SR0bTwosPZYfukY2j2eTvGNux+2ox3nC+0djfMAi8XC0KFD2bZtGxs3biQ1NfV8D+lXieQIEzpR4ERJNV6/SmrUf54R8VOhb2o0R86U4PI0Lfa0COATVPyB6G67xYCnsvEuwoDJ13Fs0zJKso+TtXcDnYdc1Kbx2KMT6DbyMo5t/oa9381j8n0vYtLrcMpN089EUcQWYcPn9eGqcmEwGzBZGv54NyW6lhUVW+oAelz9JGuWvdBo12DhwoUsXrIESW9Eb4/EU1FM2vir2fPFP/A6KxAkHWrArlQymDBYw3GVaYnWFTnHqcg5zpFv/kVk574kD55ApyEXYY9L5qL7X2PtS7+jLDuD9a8/xEX3v4LeZEWvFznw9fuUZh1Cb7Yx7Ka/YLRH0nX81XQZdxXe6kqOrfmCE+v+jd/vx1+Sy473HsORn4XsbbqglQwmUsdeRXS3Iez410P4XQ5Sx1yJwaL96Pe9+mF+eGYWAFmbFhGdNjA0GfPXs7UFbXJWe+7rKsnh7NbFFB/aEOo+iHoTXaY+QETaUERRRy2dK2WZe3CV5CAZLcQNuLTJcQc7GgBFB37g1Op3UbxuJJONtCn3kNRnDGWntRA9d3m9JHFtob1RKIpmR1pybBsAEWkXNJiolR76AaUtgY7vv09ySgplh9cTO3hKw21MtbI0AL1Owh5mQa+XQsGSwWvaXBejPuJ6DkMymJC9bgRJYvzd/8QWndjk9sn9RhKb9gkHl39E5g//Ji99I99n7Kb/lXcy9LrHSOg9nF2fPoezOA9RryV5l2YdYuvr9zL01mexxSajyDIup4xer8dg1IXGrSgqfr9cxx2rOUg6CaNJj67czdkfF5C3czm+6orQ836/n8UBemNThV55eTnz5s3j7bff5tixY6HHdTodfr+fuL7j6XbZ7aHsjMagKGqz2rWmcC60qSAsNhPOqrrfp1It7mDGunlUVxRjj05k8GU3t3i8X3qh0TUpnAFdY1vesB3t+JnR3tE4T6htc9uOc0dimJHusVbOVrjJKPrlBPvpdRIDuzbvEV9fr9GcKNxki6DvJZqYc/c3H6DIbRfDD5h8fUhYXnjqEAZ96yYrZpuZ+NR4wqLCmsyoqA9ZUXF5fagqRHQZxMC73iH5wpv4bv3WOl2DlRu303PqnXS/7DY8FcXoLWE4inIoOr4HndHMsBv+FJoMy143yUMuIbJTb0CbaId37A6CQNmpg6QvepVv/jiTNS/fR2FmOmNufxaDNYySrMNsePMR/B4XuQe2krHmSwAGXfsYlqgEXOWF5O7fyOFv32PXvP8ja/PSOudSceYosteNZDAR1aU/ncfPYuB1f2T8Hz5l5H1vYotLQfa6ObH2c3L3rMaWkIqqyBQc/DF0DLVWQVd4eCuntywL/d/raVjsBd/HjvwTHFvyT/a9ey9FB9ahKjKmKM1JJrzLYGK6j0Cv0yGJdW9NbqAjET9wIjqjpYk7Sx3XqBPLX0PxurEn92HALS8T3X0kCGAKpIO7K4pQa3VbmvukybJKVUEWnvJ8BEmPrVPd1WJVVSk7sPqcAh3LDqxqVK8QEoN7nISFW4iMstebkGtXSBRosYtRG6c2LwsVmWHxnYhO7d3iPiazhUEz7+Kih98jIqUnfreTPf9+kbX/uA1bfAoT//QJsd0Govg8yF43OqOZ6pJctr52D2WnatLRfT4fTocHfy13KllWWpUpAeAozGH3F8+z9plrOLPhC3zVFRjs0cQPmYKgCzqOwdy5tzRqirBy5Uo6derEww8/zMCBA+voZ2bMmIEkSZRn7qIqN7PZcZzLJF1FxddUIGgroDfo0dX7jgsWO6Wn9pKTvhYEgTGzf98sZSqItgryf07EhJsZ07fD+R5GO9rRKNo7GucJY8eO5Z///Ge789RPgDibAUmAo0VOvLJKrzjrOa2e/dTomRzFgVPFOJoRrUsC2ESVKlkIicKb0mr0vWQOh9cvoiL/NJnbV9F91OVtGo89Jom0EZM4/uN37F3+MZPueR5JEppMvBUlEYPZgCRpP9aiUURn0OF11x1f/fla7SIjCJ3JRuKwqSQMnYLPVYm3MuCaZI/BHBbO7rc0//2I5B5k71oNgsiwm/5CQu8ROEtyOfT1OwCc2rKMCX/4mO0fPUVZ1mGqS/MZfutzOArPkLdvHWWnj1CUsZuijN0IokR05z6UnTlGUeZ+fnjtQSrysgCITu1N9o7v2b/wZTwBUWx9BLsppog4Lrj9H9jikmuJp7WJkJUOjHnoPTJWfMDJgCNVMDwuP30jycMnAzW0I70lDF91JUe+eZvwlJ5EpvSsQ5sCbRJelX2IvG2LqTi1N/R4ZLfhdBh5NaXHfiR3+1JM4TENxN0AjrxMKs8cRBAlEoZObfTcgnAWZtU+YzqOvYaOo65GEKXQfTWGxYAgosp+vI5yjPaA2UEzHQ2fLFN0VOtm2Dv1bxByKLuqcBbntD3Q8eqrWbhgAbLbgc5cl7oUTAfX48Fci/KnqppYXBQEJFFokurXGHIPbObA0jdC/6/IPUlVYTb2uOQW95VEkZhO3bnwwbfI3LiUo9+9T8mpQ6z+6030mPgbxtzzAsfXfsWhbz/E73Eh6vT4XA62vf0wg659hIRBk9BGruDxePH7RYxGPYIo4vdrAYuNdRNVVaUwYx+HV3xK9t6NocCX8OTudLjgSlzOarJWv4vq94EooSgyK1auYNr06Xzw/vskJmrdmpUrVzJ16lQmTZrE+++/37R+5pZbWPnv/6PvNU8RndZ4cvu5LAApjQQzthUWq5nKcs0cQBAEBFHA73aSuVajH/YaPZ34zn1bdaxfakfDYtRx6eCUJh322tGO8432d+Z5wujRoxEEgYyMDAoKClreoR3NItpqoHe8jUq3nwP5VXh/AcF+oigwpFt8i9sZa+k1wpsRthvMVvpPug7QAvjkJkTYzWHg5N8iCCI5B7dRdPpo47oQAQxmA2abOVRkhJ4SBIxmI3qLkSAfpfbErbEiIwi/20H+rm85+sUfOfDR7znw0e/Z/dqN7HptLq7SPESDhaJjOwEYcPX9JPTWRO/dLppDZKo2GfC5HGTvXsvoO58nslNvfNWV7P3sr0R3HcCY+99i4lP/pvfU2wnvkIaqyBSfSEf2eQAoPnkAn6sKgJKsw+Qd/BFPZSmCKBHeIY1OI6cwcM7vGXL9H7XrbQ1HEKVQ0F6wyBAF0OsEDHoJvSSiNxjoPe0uRv7uFSzRSSENQdGxHQF3KAFXmXYMa3wq8X3Hosp+9n76f7gqK/EFErBVVaX8xC6OfvFHjn75J63IEERi+oxn4K2v0W/Ok8Sm9sZbWQSA0d64Dih3u9Ytie41RisSGoGqKuTuWMahz58MPdZj1hMkj5nTIBtDlHQY7dFAXfpUU9Mun1+m2u2n9HhAn1EvpA9A9mkdgnN1PCpJX43z7NGQ9a7BoCMsWhtj7RyN2hCEJuuiRlGWfYxdnzwDqkra2Okk9tFsyU9s+abVx5BEEaPBQLcLr+LCxz4mod9YVEXm6IpPWfXMDUR17sNFD7+FNToRxe8DBFRFZs/nz3Fy9Uehz5aK1smorvbg9XgBtYETlSL7ydq+iu+evpGVz95K9p4NoKp0HDiWix5+k0v+8D7V+Zmc+v4NVL+X8C6D6Xb1U1pBrSghU4TZs2fz0UcfcdVVVzFx4kSWLl3aisTwSRxd9E98TVz7c+kG+M5BBF4ftd2ngkXZyY2f4nWUYolMZMjkm1p9rNZ2kX5OSKLAJUNSsJhabxLQjnb83GjvaJwnREZG0q9fP9LT09m0aVObV/ba0RCRZj19EmwcLnCQnldFn3gb5lbSg/5b6JoUTvqpIsqqPM1uF9RrmA2aKNzjb5wy0PvCmRxaOx9HaT7HtnxL7wtntmk8YXEd6Tr8UjK3r2Tf8nlcePvfqK6VSSLpJQwmA2Jztkdo+g1Rp0OVZURF69g0V2SUn9xL5rIXUPwerpo5s4G70+LFi1Fl7RqljLmK1FHTQ/sKosTQ6x9nzd9vRJX9HFs5j67jZjDizn+y9V+PUn76MFvfeoje0+9G8TqpyjsVKi6agiUqkcTew0kdPpGIlJ4g6kOrrtWl2mTa56wktudwCg9vJXfPWnpPubWhY5EoICIgKyoxXfoz7uH3OfLNvzj949egqmx8+U6G3fwMngqtg2OJjKfXlfdQmZuJqzSP9Pn/IPmyB6k4vp38HYtxBToMgqQjpt8EOo2aiTU6qc7ruivrZmjUhru8gJKjWwBIumB6g+e18yon89vXKA8E4QVhS+xW99xqFZCmiFg8lUW4KwqbzNBQFBWPX8brk6muKKQ6/wQgEN5lWINtJf1/FuiYt/nz0GN6WyS2uJRQgVRdkoe7oghjWIy2io1WYAgC+BUVSWhaVxREdVkh2959HNnrJqH3BQyZ8xC5B34k79BWTv64nH5X3Iaka93kThS1otQeHc+wm/+PvIObObjoNZzFuWx89QFShk9k3AOvcOibDzizY1Vov6MrP8FRnMPg3zxB7Smuzyfj98sYDAateJK9HN+4jCOrvsBZrBkuiHoDXUdNodfk64hI6oyjrIiNr9xHUSCLJ2nkLBJGzQFBoONFc8le8y5+r5eEoVP4bt0WFixYgCRJfNBG/UzB/nV0vGBag23aWmioqP+RPiMIURIxmgx43F4kUaD01F4KD68HBPpNuScULNoa/BKTwcf170BseNPUyHa045eA9kLjPGLcuHHthcZPjHCTjn4JNg4VOEjPc9An3ortPPqJC4LAkO7xrNl9poXtNL1Gudy8KFxnMDHw8hv58cuX2PfdPLqNvKzRFNvmMOCyG8jcsYoz6ZupyM1EjEgBQcBgMjSah9HsuCUJnVlEdPlxVFU3WWQcW/jXVliYzmXFypVYknpTUlJJeLgVg0G7d7bYjvS78nekL3oVv6ea/YteJbxDd6wxHajKPYHf7SD9q382eG1LVAKm8BhKTx2s83h1aR4nNi8je886kgddSPLQCUR1GYCKiNEeAWg2r4l9R1N4eCtn966lz9Rbm7wOGlVPQDBZ6Hf1g/g9Ls7uXo23qpQtr99LeFJXAMyRcRgtNgb+9im2vXEvJUe3UZ51K7Jb67SIehNxgyaTOGwaprAo9DqpzqRYVdUa2lkjhUb+rm9BVQhPHYA1vkvDe3FqP5nfvILPWYagM5A6YS5Zq99DVeQGWRq1GUamiHgqzhzGXV5UawuNO6Wi4vUpeAPFsawolB3XOlPWDj3Q13MPU1Xwy36M1jAWLFjArFmzmryu9bFg4UIM1jAMMan4yvLwVBbhc5RR5qgpWKpyM9nwt2vQmaxYY5OxxqVgi08hPLEztrhOWKITEFUJSWpcEeVzO9n27mO4K0sIT+rCmFufQZR0JPUbhTk8GldFCWfTN5MyuPWGDKIgYAwseiT2HUNUl0FkrPiArC1LObNjFfmHttF/5u+I7zWcvf9+CX8gayVn9zpcpQWMuusfCAZbaMKuqlBecJbTmxdzeuu3+AJZJ0Z7BD0mzKbHhFmYwzSKW9HJg2x4/VGqSwvQmSwMvu4JjB0H4XRqXaWYARNxnj1C6ZFNFB1YhyzL6HQ6ZrZRPzNzxgxWrP+eDsOvaKB/0YIV1VbT1mT5XH2qGsJiM+Fxe1F9LjLXvAtA0qDLiE5pOXSyzph+YdSpgWmxdEmMON/DaEc7WkR7oXEeMXbsWN544412ncZPDJtRR78EOwfzHRzId9AzzkpkE4F4Pwc6xYURF2GmsLzpXAqo0Wv4LQZKK90oTfzUdh89lfRVX+IoyePw+sUMCNCpWouIhBS6DJ3AyZ1r2P/9J4y69RlU8dw7P6oKgk7CHm6l2umuI1z1uR1kLnshZGHa1OqoZmH6NdOmT2fN1y9hv+sdymQVi0lCdhZSkX2MqoLTiDoDit/L6a3LgeUNjiOIOlJHTiGx32giknug+L2s+6dWIHQZO4O4Xhew/f0/oioyot6At7qKE1u+4cSWbzCFRdFx0EV0HDIBvdmKz+UkKqUHksFMdUkeZacPE5Xap9lrIYkCEgLdL7mOs7tXa7N1VaHi7HFtfIKA4vNQfuoAkt6IX/Yju6sQDWbih04nfvBl6C12hID4QpYVpFr3RvbLeAOT6vq0KL/LQcG+1YAW0Fcbiuwne+MX5G5bAqiYY1LofuXvscR2Imvth6DIIXev0LWs3dEICsJrU6dUzRXI45PrcPBlRaU8SJuqFdKnquCtrqBwx1KK969A9XtbdDyqjby8PJYsXkzHCXPpdvFsJFHE73HhLDyDs/AMxcd3k7dndaCzoeJ3O6nIPkpF9tE6xxF1eqyxydjjU7DHdyIsIRV7fCdscR0RRImdHz9NRe5JTGHRjP/d8+jNmuZGlHR0GTmVQyvmcWLzsjYVGsHraTRI4APFbKX3lfeQNPgSDi1+hYqc4+z69O/Edh/EyDue5dDX71CadQSAklOHWPuP2xh/30uYojtSfOooJ9fPJ3fvulBxaItLpu/lv6XL6CmhVXoVlcyNX7P9k+dQfF7CEjox6s6/Y09IxeFw4/Z4kf0KoiAQ3mUwZcd+DIVJ+uGcEsMXLFiA31WF3tLQYlVR1EaTuRuD7yekKZkCtsZ5P36O11mGKSKBTqPmtPk4TWnZzgc6xdsZnNa82Ug72vFLQXuhcR4RTAjfv38/5eXlREREnN8B/Q/BYpDon2jjYL6DwwUOusVYibOdv2C/YT0SWL79VIvbGUWw6oRmReGSTs/gK+ay8eO/kb7yc3qOnYaxnqd/Sxh42Q2c3LWWrL0bGFhyBnNs5zbtH4SiqLgC1CtRFLHZLfh8flxON4qikr9vbdstTJNTOLboOVRFxllwEqUJGpTBFknKiClEpPTAGptM+lfPU5Z1iJy960gdORW92cbmNx7A66wgomN3+k6/C0lvZPjNT7Pjoz+j+Lwk9h2JOTyWnH3rcVeWkrlhEZkbFoVoOOXZGST2H0POrtVk71pNVGofravgrMDvcaEzmhsNsotI6ow9IZWq/CxSx87k9JalqIpC5prPOblhQeicBJ0B1e9FMpiIHzwJfeA+qqqCXwZBENFJaqir4aosBlVBEHXorRF1XrNg3yoUnxtzbArhnQeGHneX5XN82Ys48rRiJ37QZDpNuBlJr2UrCKKICg3yWWqfkSlcs80MitpVFdy+RpKsVRWP00FV9iEAwtOGgQre6koKdy2jeO/3KH7t3M3xXfGVnW11oOPcuXNRgYRuA5AC1D6d0Ux4cg/Ck3sQltyDvD2rkQwmLv7zIpzFZ3EWnsZRcAZnkVaMOAqzUXweqvJOUpV3st6rCOhMFvxuJ4Io0XXMNFwVJejNNgyB3JMuo6dyaOUn5B/ZiaPoLLbYtjn9CAiY9DpQ/Xh8ChEpPRl575vkbF3Kke8+pChjLyUnD9Jj4vXEdB9ExqovAI0OtuqvN2FP6ER5MBgSiOo6gK4Xziau1wjMFiOiZAhcLy+7vniJjLVaRkbHQeMYffv/oQpGVFTMZgNhYVbOHt7H2fUfU5VzuMFYz1U/4/e6miw0aMV6xk9FmwpCEAS8RYcpObYJEOg+UfseaKtdSHP5Nj8nosJMjO/fsT3otx2/GrQXGucRiYmJpKWlkZmZyY8//sjll7fNRagdzcOkl+iXqHU2Moqc+GSFDuHnJzE1IcpKcqyN7KLGxZK1YRUgspmkcICuwy8lfcVnlOef5uCarxgyrWlaTwMIAtGp3ek89GJO7VxL+rcfM+Lmp9tMVVAUNaTvEAQhJEzV63XoI2y4qj0U7FlxDhamV7J06dKQ3aZkMGFPTCOsQ3eiUnuRt28tBYe34XWUkdBvNBHJPQEYfvs/2PHuY5RlHWLzmw+S2H8sJScPoDNaGHbTn0MT66T+Yxn62yfZ+ckz5B3cSu8Js7j+le85e3gHJ7av4vSejfgCgu69Xz2PMUwTGZ/ZtRpLdCLZ276lIr+GCheekELKyOmkDJ9UJ8Stw8ALObriY5yFZxBEKTCRV1F8HkSdns7jryWq76Uc+PQPuEvPcnL5q3S/+slQNwO0gsPlBaNeRBIF3BVBt66oOtspso+8XZpIOWn4laFJSPGhjZxc8Tay14VkstL1st8R3XNUnWseytJQ6+mC6lGnQLO4lWVtIqjTiQ3c3WRFpfzkLs2GNzoZ0WgnZ9PnFO/9DiUgALckpJEwag721EFUnd7HyqV/b+B4VBt5eXnccsstrFy5ElVVObL0VUbe/68G2wVDELVCQcSekIo9IVU7FUETZquKgqusgKqC0zgKz+AoOB3643M5QkJ+VZE59N1HHPpOS3g3h8cQlpBKWGInwuI7UZmfxbF18xk8+4FzmvCZDDpkRcEvK4iSRMqYq0gcMJ4Di14h/+BWjnz3EfaETvSfeTeHv5uH3+1E9nkCRYZAyvBL6DJuFrYkTVejqioVxcU4BB+q4mP3p89RnJkOgsCAGXfQ74q5CILmVuX3y3irSshY+jbZO1YCKoLOQOKw6YBK7taFwLnrZ3SGxqmcrdU4/JTdDAgYSKx/H4AOgy8nLKmH9kQbb9svoaNhNkpcOjgFfRspru1ox/lEe6FxnjFu3DgyMzPZuHFje6HxX4BRJ9I/0cahfAenSl14/Aqdo8znZTVoSPf4VhUaggAJFh0FFSKeJpxXRFFiyPTbWPvOkxxcO5/eF16FOazlFUhRp4PAj9SgaXM5tXMtJ3eupc/lN2OLT231uciKgsdX88Mr0NCFSFRcVBVlc/XVL7b6uKBpNhYuXEjnibcT1qkf5qgk9Hp9yL4xrNNACo9ei6r42fXRU1z0+GdIegN6k5ULbv8n2999lLKsQ5zZ/r12ntc+gi22ozamgCVo1xGXIiGz7ZO/cXjtAkSdgRHX3EfKgNH4vW6+fe4uik4eQhAlPJUlACieao588w4zr7qKWVe/UCd0cNHitzm24kOG3vgX4ntpdKHIAM2q6Niu0LkZw6LxuxzIPg+nNvwbJCPdr3yYg588RuWpfeRvX0LiiKvqXI9gd8MvE9JIGMLqBnMVH9qEz1GG3hZFTJ+xyF4Xp1a/T1H6WgDsHXvRbdpDGMMbBnoFuzf1s1nEOmLwGuqU1+/XPj+NzLt8skLZ8R2AltR9+P27ULwaZdAc14WEUXMI6zIk9PkLSx1E6pWPs2b5yySnpDBjxgxmNRHoaEtMoyr3OJVnj3Nk2Rv0mn5PzTkI1CnyfG5nKCwRAu9PVeveWKITsUQnEh9wNQPIS9/I7nl/0VyaBo3HHB5DZd5pKvOzcFUUh/4U1LqXGesXcnLbCiKSUrUiJKET4Ynav61RCTWp603AoJNQVe2zBKC3xzD8tucoPLCBvV+9TFX+adIXv9XInipGWwRxaX1xOys5sekbsrd+Q2VBTfGr0+kQ9QZG3fIXOo+cWBPiLfs4vPxjjq78LJQNEt55IHp7DMWHN+ANdKyCieFt0c8sXLgQe2xyA9vhIForCPf7f9oJfebKd/E5yjBHJpFSizIltLHSkBUVFbXN+/1UEEWYMKgTNvP568y3ox3ngvZC4zxj3LhxfPjhh+3Bff9F6CWRvol2Dhc4yK304FNUusVY2uSn/1MgOsxM16RwTuRWtLitJEC0UUeuv+muRqeB44hJ6UHxmWPsX/kZI2bd2+S2gigi6HV1FL7Ryd1IHXIhWbvXc+j7eVxw059bdR6KouJRlBB9Rfv5pY7VpqqCz63xvc+VghHRdUhoJd0vK6EiQTKY6TD8CnK2LcFdXsTR7z6gz3Qth0NnsjBwzqOsf36upsOQ9NhiOqCTRMR6GQqdR1yG7POy84t/cnDl5wg6AxdcfSc6g4mYTj0pOnmIHpdcg6KoHF/7pSZm//DD5vME3nuc/lc/QMnJdLJ3ramznWQwMuO5ZThLC9n+2d8pPLqTE6veI7xTXzqOvYYzP3xCzqYvsXfoiS25rhYkyNpwB6xtDbWsbVVVJXfHUgASh07FVZRNxrIXcZeeBUGk46hZdBwzu4FtbRChx2tRp+pPpiSb1tVRfJ5aHPy6QRqyrOKsKKU8UGg4czVthCk2lcRRcwjrOqzRAj8sdRA9bnmbssPrWb76WxYuWFDzXHwK3S6/g6QhE9EZzfz4yu048rM4s2UJktFCt0k3h2hlok6PpDch+9z4qx11Cg3tQtHoKnbFmaPs+/xZUFU6j7mSQbMexKCXQmP1uhxU5mtFR2X+aSpyT5J3aLtWALodFJ88SPHJumYDkt6IPT6F8GAXJCGV8IRO2OKSQ25VoiiEiudgsVGee4q8I7vwuZx1jqczmknsP1Z7T6kKx9ctoODILtzlhci+oJPbC3Wd3JYsYecnz6KzWOnYdySntq1g78I3Q65qxrAoVL+filP7Qq8j6gyEdx5IxemDbdbPLF6yhC6XzG1yEUdRW56oK6oauhY/BYqPbSd//zoQRPpOvx9J959N0mVZRddKnclPjTF9OxAf2e4w1Y5fH9oLjfOMoE5j586duFwuzOa2OQi1o3XQiQJ94m0cKXRS5PDikxV6xtnQ/czBfoO7xXEqv4LW/JYmhRvJrXCFOhD1IQgCQ6bfxsrXH+bohqX0u2QO1sj6AkEB0aDTlsMawaBpt5C1ez2ndqyh5+SbsMelADWOL6oaXAzVwrMUVcXvV5BEAUFUQiulsqJQf8FS0Gvv5XOlYNQPefP5FfQ6rWBIHTuL3F3fovh9nNown4Q+o4hOG4Aiy+xf8CKqIiMZTMheN5vf/D0X3f8y0Z0ausykjZ2O4veye/4rHFj+EYKkZ/D0uZjDNcced2UZeekbmXzZZS2L2ZctY9q0aaxc8BJK4AZbY5JwFucCYItOQhAEbNHxjL3jnxxbv5gj379HxemDVOVlYuvQE8fZo2R+/RL9576EzhIZ4oUHjQG8VVqhobdH45cVJEGkImsfrqIzCHojqqpw4JNHUWU/Bns0adMeJDyl+UCymhDCGupUcK4oKxpNShV06K2R+JxleCoK63DwFUXFXe3g7Pavyd22GFXROiPG6GQSR19DeNrwOjSvxqAzWYkdPAWfsxRXoGgSDWZGPPRhnYnr0NteYOOz16LIPk6t+xyfs5w+M+8PnYPOYkOucIfyUqCmtmhskusqzWfHB08g+zzE97qA/jPvRQU8fhm9JCKJIgazjZjOfYjpXFP87Vv6NkdWfkZMl350v+jqUCFSkX+aqoJsjeaUc5zynOMNrrUtJomwQOfDEpuMLS4Ft6OSrC1LKTi8NRSwF5nSg8R+o8jZ8wOVeVlk71xFTNf+OIpycFeWUpWfxeTJk1sufl99CEt0Eo7C7Jqbq6qhoEqd2UZUt2GEdRlGeJfB6A1GDsx7FFfBCebOncvXX3/don7mlltuQdQZiR9wcbP3WVGguVw5/0+QnRGEz1XFsW+1sMVOI2cQ320A5UXl/9ExW6sz+anRt3M03Tq0bcGmHe34paC90DjP6Ny5Mx06dODs2bNs376dCy+88HwP6X8WkijQO97KsSInJU4fBwJZGwbdz5dbGWYx0r1jFEfPNJ5GXRt6nUSkQaDM1/Svc4few0noNoD84/vZu3weo3/zMEqgIBB0EoJeh6yAKita50ENFBGBbcxxXejQfwxn0zdz8Pt5DLnuiSbHo6pqgD4QoKHUKSwakqf01jDC4lNYuHBhmykY1tiODSgYQZGoQRDRW8JIGjqFnG1LAdj9+d8Zdd87nN26kNKT6ehMFiY89CZ7vnqZohPp/PDqg00WG90vmoXs87JvyVukf/0uot6AwaJZspadOYbf6269mP2DD0hOTsYcEceIm57EaA1nxd9uBMAUXtOFUGSFLiOvIL77EPbMf56y04dwnD2KaDDhc5Zx/OuX6H3NX9BJknbNA/fNG6BxBXUjsqpwdrt2DQyWcLI3fAZoKeJdL7+nUVFufQQpPvXtbb313KSM4bGhQsOWmIaCitdZxdmd35K3/Wv87prJvb3TALpc9WSLBUZoDAJYrSaqz+yvuUZeF7LHhc5Us4prtEeSNvEmMr7Xkp1zti/H56yg/2/+qNHnzHY8FcX4qqsavEZ9+F0Odrz/OJ6qMsKSujLspr8gSkG9ilbYKqKKTic2KFC6jr6CIys/o/jUQUbO/TOdhl5SM25FxlmcFyo8KvOzqMzLoiI/C7+7mqrCbKoKszm7v/Eutjkqgfi+o0nsP5bYTt3odflNHFv5OYe/+5jiE+mIOgOSTsfESy9ttgioU/yuXFnzhKpitEfSYeA4Og4aT2yPIbjdMiXFlciyQmH6GpwB44AVK1Ywbdo0Pvjgg2b1MytWrCBh0ET0Jluz11xRFaRmZuo/pT7j+Ip38TrKsMR0pOuE6xElEZ1Bh98b1JW1/ZiyqvBzVxrJsTaG92idxq0d7fgloj0Z/DxDEIRQV6Pd5va/D1EQ6BGrOVA5vTLpeVW4fI2H4/23MKhrbJPtd20yLePy+qhyebEYdFSWVuHy+Kn2+HG6fFRVe6l0eil3eCh3eOh2yU0AZPz4LVknT1Dh8uERRLyqgMcr4/HJeP0yPr+CX1aR5UDBEOhW9Llc2z971xocRTmNj6tWkdFaCIJAx5FXsChAwWgNghSM2AGTG6VgKKqqJQarKh1HXIkQmBh6KwpI//dfOb5WC3IbdM0jRCV3Y/w9LxDbtT8+VxU/vPoAJQHL0ProNfE6+l2hCer3LXqD4tPHAHCV5nHVzKvaKGafgc9RyvrXH+LAN+8jBXJO1EB3QlVV5EDmhDU6iTF3vEDvy29H1OlRArz5ytMHyN70byBgmSuImntTVVAMrhUt1YWnqMzSJueeikIESU/nibfT46rHW1VkQI0YPFhoKIo24VPqiXeD+g5PZRFedzWnNy1k15u3k73hc/zuKoyRSYhGrSiIHTqt1UWGyaQnOiYM0VuBI/8UCCJS4DjBcMLQWIFOY2diiowPDp6Cg5vZ9f5j+FyOkCC8Tkcj9DaqRe2T/ez+5Gmq8rMwhccw6o7n0Jsa0lJkRcsIqa8vsMd2JL7nUFBVTtZLChdFCXtcRzr0H0Pvidcx4oY/MvGx97j6pVVM//tSxt75HB0HjkNnbJwG4yrNJ2vjIra+8QBfPzKFbx6dRrLO888AAQAASURBVP7h7SQNGIsttiOK3wuqyocfftjq4lcQBPRmK90unsNFD7/NjJeWM/T6x0joMwJJp8dsMWIPs+CtKiZr9Yc110kQWLlyJcnJycyePZv58+ezevVq5s+fz+zZs0lOSWH12nWoqkrenlUUHt7S7Hia02nIitrgPXeuKDq6jYL0H0AQ6Tn9QfQBy1+j2fgfHffnFoSH2wxcOCC53WGqHb9qtBcavwCMGzcOoF2n8TNBFAS6xVhIDDPi9iuk51VR5fG3vGMb4JcVnG4fpVVu8kqdnC6oJCOnjAOnijl0ugS/rHI0u5RDWcXsO1HIrowCth3JZcvBXLYdyWd3RiH7TxRxprCKkopqCvLLcbp8VHv8uAPFQ7BwiOzUh7gewzT71B8+x2Q1tZjsXRvRnXqR1HckqiJzbPVnDZ5vTZHR1M9g8rDJSHojc2+5JeQi1eQ18/u55dZbEXVGYvtd2OR2sqqiAOHR8SQOvDT0eOnxXaCqJA25jIiuI/D7FfQma61iw8EPrzVdbPS57CZ6T/otQGjy6HVXc/XVVzW6fVOYNWsWfr8fVfZzNn0TskcTQ5eePkLOvo343HXzVARRIm3c1Yy7903sSWmhx8/+uIDiI9rETUWbMHurtI6GwR6DIvs5+e2roe1N0R3p/dt/EDNwMqitn5jUFoP7ZQVFVRrl0RsDWRolR7ey/193kr3hU/yuKkxRSXSZ+gCdJt+N4qlGNFgaaEwag04nERllIzzciiSKFB/VtB0RnXqHuj/BRHUC548Akt5A98laUShKOiSjmbKT6Wx/6wHEgLNYMMCuPrRunsrBxa9QdGwXksHMyNv+jjmi6UwCVVXx+uUGlqtpY7QE7JM/Lm8gpG8MrvIijq2bz7Z5fyVn30b8nmqMtgh6Tr6JS/74GeMeeJNB1zxKlwtnE9vzAsyRCSAIeJ0VFGfuJ2f3WhxFOeh0Oq66qm3F78yZM7FExDBg1n3EdhuAooDXK4cm/qIoYLEayV7zLopPe38Kko5es/6EOTYVWZZZ+vW3zJkzh4kTJzJnzhxWrN9Gl0vmMuKBeXQYNgVQObLkRSqyG/98ATTXsPDLP82Cj6+6kowAZSpl5AzCO/YIMUcNphqNxrmIun/O0D6jXmLikE4Y9O0OU+34daOdOvULQLCjsWXLFvLy8vB4PNhsNqKjo9tXMv5LEASBrtEWJEEgp8LNgTwHveKsRFpqgv0URZtgeHw1f7w+GbdX6xC4vTI+v4zb68frV3D7/Ph82t8taTD8skK5w9Mqv/gwi5HiShc6ow6jqfEVub5TbmXdsZ2c2bOWPmdvIKJD1zZdjz6X3UTuwa1k71xFz0k3Yo3WaBLn0smoDaPFzsDfPsXKD/7YsoXprbeycuVKelz9JLpGKBiiIGir+6IYqGxUUkZfRe7uFQRXqwVRInX8Nfj9MpXlTqxWI5IoMey6x/jxw79QnnOctS/9ji6jpyLpDLgrS3FXleGuKsNTVYarsiGl7VzF7OPveYnizP0cWfMFit+H313NpnceR2eykth7FB0GXEhM2qAQXScsPpWxd73KkbVfcGr9F4DK8aUvIPvcxPS9GMXvxV+tGQkIAhz57A+4ijWnoYi04XSZ+gBSYOVWVhWQBSRBoKXGQpA6JdeaLNf/1pE9HqpL8wBwnNVE3saIBJLHzCGmzzhkVeDM+k+08+gyGFFqOiBTEATsdhPmeqvLRUe1kL/YnsMpPbEfZ+EZ3BVF2ljqDShx0EWc3ryIiuyjxPcaS3nWIRz5p3CVap2z2h2NOlDh1PqvtMBHQWTYjU8Rkdy9ybHWhj/Q5dFLIoIg0GHAOIy2CFwVxeQe3ErHAWMb3a80O4Oja77kzK61oa6RPT6FnhOuIfWCSfhDP8PJRHfuG3otWVHxe104CrNxFmXjLTtL2Zmj5B/cds5hel5nJSa7RgvU6SSqnS70ej0Go468PWu0Yj2AtCn3EdFlEOboDuz/8CF8bgdxAyfSeexs9CYLOrM99PuUNvl23BWFlGTs5MC/n2HILS9ijmr4OW8qi0JF/cloU8dXvIPXWY4lJpnUi7Qw0+A4BUHAYDLgdXvbbG8LP1+hIYpw8aBkwiz/WQemHe34JaC90PgFICkpCYvFgtfrJSkpKfR4jx49uOuuu7jxxhvbw/z+A/gCxUKwQPDUKhS8fpkyh5cCp4/0U0XYRNCpCt5Ax+C/BZ0k0jHWRlZ+JaBN6D3Vlfg8LvRGM0ZLWOjH0W7RU1LlwlnhRKfXIUk1K1yiTsRoMmIN70vy4IvJ3rOO9G/eY9ydz7VpPDFd+pLQazj5R3aQsfozBl3zSJuKDKGeRENAo/wgQFzP4Qy95W+s/fT/SE5O1ixMZ81q1MJ0yM3PYunQB2+ARx10mqrtGKWqCv5qB05nBZ6qMoxhMXgCbkyqIrPrvYcwRcThc1bgc5bjD6QdByH7PBxfv6j58xF1IVHzuYrZ47v1JXnAKLJ2r8UZoKQZrGF4nZVk71lN9p7VGCxhJPYbS4cBFxGd2gedXk+PS68nsvNA9n76BKrfx8nlr1ORdYD4oVO1sUk6Dn/xZMg21hTdkW4z/9DISFRkVUWQtevX2JqFqgCNiMGDkzDZ6yV/30ryti3C5ywPXZtOk+4gtu9F6HS6wKq4Snmm1pEIr5UGXh8WixGrzdTA8U32eSnN3AtATM8ROIvPAuCpLG50QigIAj2m3smOtx+g4OAWhsz9G0eWvUF1YD9nwenapxFCfvoGDn3zDgD9Z/yOxL6jaAsURcWjBoTiOj2dR17O0dVfcGLz13UKDVVRyDu8jaNr/k3Bsd2hx+O6D6LnJdeS1GdkqMBT/HIDSpFOElBUEPUmwjp0w56URlnmbk5sWgace/Ere6ohUGiIIkg6CZ/PR1VxAbu/eD60fcfxvyWmj9ZpN4bH0W3q/Rxd+DcK960iJm0Q8X3qFlWiKNH7qkfZ+/EfcOSdYP8Xf2HI3Ocb0PdUVfuuq7+AJstqw/DHc0DR0a0UHNgAgkivKx8IuUzVfr8ZLUat0DgH/JSOWM1hRK9EkqKb17u0ox2/FrQXGucZK1euZPbs2Xg8HmbOnFlnArZo0SIefvhhnnrqKebPn8+kSZPO93DPG2RZCWgNlFAHwePz4w10EILdhvrdB69fbpXDk1sBpyJQAVhEFcvPQCpMjLJyKqeAI9tWcnz7csoKskPPRcYn0+2CKXQdcglGsw2bSQvwc5Q5CI8JB0HjG+v0NR/h/lfcSs7e9Zzdv4niU4fquOS0Bn2n3Ez+kR2c3rGC7pdejyFgLdtWCIAkCQgIIf+quJ7DGffYJ6x9Zg5Lly5l4cKFoe3D4lPoftmtxPYYhuL34jqbjqu8BGdZMV5nOT5nBV5nBV5nWaB4qAjpHRqDt6okRDEKjUnSYbRFYLSFU11WiK+6ClHS0XXslUSl9MBkj8Rkj8Roj8Rkj0AQdXx173h0knROeQKRSamYwiKAmuwLgPgeQ+g2/mpO71pNzt71eBzlnN6+nNPbl2MKiyap3zg6DLiQqNTeDL3tFXa9ez+q7Kfk0HoqTu4BNH2BKvtBEEFV6HTRjXUCE+tDRSsYBUEr1oIRGEpAZN6Y65Ti81GQvorcrYvwOQLuRNZI/M4yRL2R2H4TQpNFRVWpLs7BU5qLIOoISx3UYAwGgw673YyuCQe1spP7kX1ujOEx2BO7YAprSJ2qj6gu/YjrO5bCg5s4vWUJF/zuVX58+Q48lSXk7fuBpCGXEtdjaGj78uyj7P38WQC6jJtJ1/Ft6wqEEBSKS1pS+NHVX5B3aBvO0nxM9kiytq/k6NqvqMzPArQuW8qQi+k54RqiOvVscDhREFAF7f4IglacqwiYJJXSrMOc3beBMztXhcIa4dyLX4Ol7uTVYNRT7fOz97OnQ7kanUZNI+XCOSHRNEBkt2EkjZhJ7rbFHPv6NewJXbBE101F1xnM9L/2z+z+4Pe4Ss5y4Ku/MuC3f21gKSsrDS1if4puhkaZehOAlFEzCevQI/Rc7UJDb9AjiuI5pWH8HB2NXp2i6JUS/V9/nXa04+dCe6FxHrFy5UqmTp3KpEmTeP/995u0KLz11luZOnUq33777a+62FADQl53rQKhseLA08hj/v+yCM8sgoCKQxGoVgQUVKzCuTmTtBZH9m5l/t8fxut1B3zwX6wXAvc++1d/yrjfPE5U6kCqXF5kv4zf5ycsOqzBqmBYQidSR0zm1NbvSP/6XS6+/9UmXrlxxHbtT3yPIRQc282xNV/Q7+oHW79zYChiKIFZxlNdhbuqlOqKMryOMoqP70WV/Sh6IzE9/h975x3fVn1+//e9V9OS97bjlb33JHuHlT0osyShLbOsAi2zQMsMFAqlQBKg7Owwkpjsvffe8Yj3tmVr3Xt/f1xJtuIRO3R8f60OLxNLulvX0ud8nuec0wtnVRmu6kqqSgs4+f3fOfl9/bTnpiAZzchOB6gKot6I4nKgDwrFVV2OZDDTacpjhMWlYA2NQG+21g6M3Q52f/oMhecOc2nXalL7j2uQlAWFxVBdmn9NeQJ9Zv0WQRCwV5Yhuxy+13OO7WDgnU8T274nfWc9Qv6ZA2TuW0/WwU3YK4q5sH05F7YvJygijvgeI2g//m5Or9Icltw1Fb7thCR3pSLzGObIVoS37eMhGoKWVdAY4VC1Cof3Ze/tU1cMLrtdFB3ZQO7uJbjq6EHiB00nvMMgDv31LmSHDbfDht5k9W3LW82wJnfzCbkBREkkONiMydh4KxXUaZvqMABRFHwajSvF4Fei/fVzKTyxg6JTe6jMOU/KkGmcWfWRVtla8Ad63PIkib1HU1Oaz74Fz6C4ncR1GUT3KQ80ud3mQJYVzBGtiGnXi4KzB9n16cuU513CUelJyDYF0XbIJNqPnI41Ml67/0R8hML7owdfC6XscpF/5qA2YXBwMzVXEC2dKQijyXxNTm5h8SkYraGIkojbJQMqkihwactSSi9qOSARrXvQadIDOBwybvx1J8nDb6Py8ikqs05wbPEr9JkzD0nv39pjDI6gx60vsH/h7yjPPMGplX+h89TH/VPsr7g/VVTkfwLROLPa0zIVnUzaiNt8zzeUl2S4xtC7fzXRiI+0MLBj/ZazAAL4/xkBovEfQllZGTNnzmT8+PGsWLGiSYvCFStWMHnyZGbOnElGRsZ/vI3K7akuXI0cNFRd+CeZivxLYPKQjUpFwK4IKIJKsPivIRvH9m/nry88wPjx41iwYEGjJHPOnDms+fQFRv/yBcwxnTFYzEg6Cdkt+1UzvOh642wy9vxE/ql95J3aT1zHPi06rk7X30X+6f1k7V5N2zG3Yw6rTZKWnXYclaU4qkpxV5XjtJXhqNK0DQ6PzsFZVYbD80MjVQfF5aDo9N56z4uSHmNwGMbgCK36EByO0RqGwRqGaAhGMFoxWMIwWELRma0c+epFyi4dISgmlbYTfsORfzyFq6aSoKhkqosyyT2YTuytL2Aw+Q9yRZ2Rfne+yJ5Pn6XowhE2vfsIIx56ux7ZMIVEUF2aD4LY7DyB2XPmoNMbaXPdjQDYijXNgDE4HL0piKrCy+Qc20lyn1GIko74Tv2J79Sfvrc8plWT9q3j8pFtVJfkcX6jx3VKb/QjKwCV2ZrgNmXINAxGA4qsIMsKkiCgKoLHhtMf3hwULwRVq254W3jKLhwia8OnPmcrvTWChEHTieo2GtETMieZrMj2KpzlhehNVt/2vCF9ddumLFYTliDjVXVmqqpSeHIXANGdBmjX3ks0yosbXQ/AGtOKpOsmkbltGUe/fV1r1/NCkTm+6HVyD27AVnQZZ1UpIYnt6Hvns42GF7YU5fkZqJ7zKzirtX5ZIuLoNHYWbYdPwhjUcEp2XShOB5eP7iLrwCayD23FaasN9BQknVa9AlIHjGPQnOc4u3k5S799p2Xkd9kyQlq1w2GrJCgkFINRj8vppjT7LCd/0Ai+MSSKvnP+hChJGIwi5WVVuF0yFqum+xFEifaTHufIJ49iy7/E2dUf0nHiQ/X2Z4lJoevMP3Dky+cpOLYFU1gsbUbfVXu+VwzW3bJyzRowLwpP7qDg2GYEQaTTpId996t23A0YGwQZERyOes9fDf/K1qngIAOjeyX5AigDCOC/BQGi8R/CZ599RnV1NfPnz2+WReHHH39McnIy//jHP3joofof7i2FqqrNIgcNPf53Om/8u2EUQRBUKmQBpypQoWhk45/52V9dVcFHrz7O+PHjWHmVELiVK1cyadIk1n/1Cjc/9w1OQRsgOaodiMFiPXcpa2Q8bYZO4uympRz57kNiO3zYeFKvIuOsqsBeqQmiaypKsJWVYA6LoaasgO3vPoA+KBh3dRUOWxmKq+VfzPqgEIzWMPTWMMozT6K4XbTqM46ItC6YQyI8ZCIcY3AYOpOlyUGp2y1TY7MjywoXN31J2aUjiHoT7Sf/DnNkIuFtelN6/gCW6FbUlOZQfGYvlw+k027QjfW2qzOY6f/Ll9j9ybMUX/SQjQffIqp1bbidKVjra0+57mbWpK9oVp5A+po1WGOSfK1dNk8KszUqnviOfTm2+h9kHdxIch//YDNJbyCx+xASuw/B7bSTc3Q7F3etIef4znokA0H0tTm5K/IIsRoQJL3WDiUrWniirOB2KbhkN7Ks4L4iEwO0mWTF7fZpL4qPaknmeks48QOnEt1jLOIVbS/G0Biq7VU4KwoJikkFwFlVgi33DAChbfphNOkJDjb7kuOvhurCbGpKchEkPZHtenv242mdukpFAyAspQuXd67EbStj4rRpzJg+3T8he9kyVFVFHxRCvzl/QjI0P11ZEL3tZgKCKPjuo6Jzhzm17isuH95G3dmTLhPuoPf0+xCb+kwXwG2vJvvIDjL3bSDr8Hbc9lodkTE4jPjO/Sm6cJyqwssIokTfXzxCx7G3aCYWg2/i6PIPmT1nTpMhkuAhv7Nno6oqpRmn+Onluxg490XiO/RAUF1sfPM+UFUEScd1v30fnceKWZIEQsOt5GYWUVVRTURUCHqDDkNwBJ2nPs7hz58l9+BPhKV0Ia7H6Hr7jWjdkw43P8SplW+TuW0x5rBYEvpMABoiGj/v+8RZXc7pH/8GQNLgaYQk+ov7G7oLJUlq+j1qBE3Z8/4cGHQi4/qkYGxg8iiAAP5/R+Cu/g9AVVU++OCDa7Io/Mtf/sLYsWPR6TRRsIqArIDs/VcRcKvgVrw/Am5Z9Wga6lYX/j2itv8fYRAgVNLIhksVKFdUQv+JZGPHuu9wOuwsaGYI3Pz580lKTibrwFpNEOz5rnNUOzBZTL7Bj6qquB01pPYbz/lt31F88Tj7v30bc2ikz1nJXlHiqz44bOU0VmLS6XTYywqwlxX4HitoM6ymkEhPxSECU3A45tBwzMERiOYQn87BaA3HYA1FkCTcskrpxaNs/+tD6MwW+tz6hN+MY3Oh00kEh1q4fGw3lzZrs/1trr8Xs6dXPGHQdErPH6Do9B6SrptC5rbFnF3zMbHtexMalVB/ewYzA+6uJRsb332EkQ+97SMbphAtHdwUHMGAOS+z9pPnmxaz6wzojGYq8zNJf+1exv3ufV9FwxIRS3LfURxb/Q8uH92B22lH53GIqn9cJozB4ZRmn9UGgYKEOTLOJ3SuWyk6t/Fb8o7voN9dzxGS0A5BEhElEfRgNGkDIy/BUFWtRUWRFVxOF3mHNpC59WscpdoxigYzCYNvIbr7OHTGht1uDCHRVOdfwFFe4Huu7KxWnbLEtycmKQmDoWVfK4WntGpGROvuvoGuT6NRWYoiy4hSwxWIwtN7OfbNK4wfN56FCxuvDM6ePZs16elU5JzHEq5Z2XqJg1iHRAh1SMWVUGQ3mfvXc+qnryipY5Gc2GMokt5A5r71lOVd8rWieeHdnqOqnKyDW7i0dwM5x3Yhu2oFyUERsST3GUly31HILidbP3gap60cU3A4w+5/lbhOfX2GC5LRwoC5L5L+/hPNdnLzttPZinJY/9qv6HrzXHIOb/YFGw6c+xLmOoGSAGazgajYMLIu5ZGTXURIqIWwCCsRrXuSOuJWLm36ktM//A1rfBusHtJZF/E9R2Mvy+PS5q858+PfMIZGE9m2j9a+50lpV1W1Wc57TeHsqr/jspVhiU4mbfit9V5vqHUKQGfUc2XI6NXwr5hkEwQY0TOJMGvAYSqA/04EiMZ/AMXFxZw+fZqXXnqpRetNmzaNRYsW0blz5xbvUxQlRFFElCTtd0n0/Ot53MBzkiQhiKLvd1HUHku+bUgNbLf2OW197+86/3VFEVHSaf/61mv4OcnznOA7DhFBkpDq7u8qx173OPyOt+4+6zyn95CNckVAVgXKFAgRVXQ/k2yoqsrm1YuY2sIQuKlTppC+4VtUfRC28lIctjKcVWU4qyu0FiYPebhy9vvs5qbdlRAEjJYQDNZwBEGkuigbVZEbHEwvXbYMSW+k24xHie88AJ0kelLVtYvicMn++gDB8yWvKuQf3wFAXOdB10QyvLBXFHP4m1cBlVb9JhDTdYRvIB2S1JmQpC5UZB1HcdkJTepMedYJjiyZx5BfveFrEaoLH9n49DmKLxxm47uPMPz+ecS06+6raDgqS4nvOpixz33Llr8+WE/MHhafQs/pD5F23Y1UlxawYd79lGadZc2rvya2gzZDb4mMI6xVeyyR8diKc8k9tpOk3iPrHY8iuzm26hOOr/4MVJXgmGT63Pks1oS2rHthJvaKwnrrVBVksfGNe4jreh29Zj2OwRqBW1VRPW0eouAz/0USIf/wJs6v+9xHXLztOe0mzCFxwEQUWXsfve1Y3goJgDGkNrRPUVREUaDUo89I6DmsRSTDa1vrzc/wtk0BGKxhCKKEqsg4K0sw1Wnh88JVU8XRL19i/PhxTc7sx8XF8d133zFx4kTWfvYc8S8vwxzZeG5GQ/s5v/V7Tq37hmqPfa6kN5J23Q10HPsLQuJSKM+9ROa+9eQc3o6trABrVBySJFBdUkjGvo1c2reBvJP7/QT3IXEppPQdRUq/UUSmdUZRVI6v/pyDi/6KqipEpnVmxINvYIn0fE6o4Ha5URSV+K7XMeDXr7L+k+dJSk5m6pQpTK9TyfGSX53BxOB7X6Pw7CFOr/tGI6mqwrHvPvIdR+uhN9N20FiqKmtwOPzdmKwhZqJiwsm9XERFuY3qKjsJCeGkDptFedYJSs8f5PjiV+lzz9voDOZ61y51+K3UlOaRf2Qjxxe/Su+7X8Ma1xpFAUn8+SLwghPbKDi+VWuZmvxog58tjRXWdEY9OFvmPvWvqGj07xhHUvTVW+wCCOD/VwSIxn8AVVVamNS1WhRarMEoqooiyyiKgiLLfh74DUFRZBRFBrfr2g76fwxeYiSKEkIdEiSJIlILSZLgITGSKKEobnKzLjJ93mstOh6vD/6er65uWyvpjZq/f1khqqoQ074XUWldPY5Knh9P25LObEVWRfJP7mHXx79n/PhxLGxCMzJ7zhzSFzzNoF+/SnK3QX7LeB1uJY8drSSKKIo2i557RAujTOg2pEXnXReqIrPvHy/jqCwhJL41vWc+ihuJqsoaXC7t/k+8bjoV3x4nZ386PX/5Coc++wOll45yYcdy2gxpOHhPZzAz4JcvsufT5yi6cJjN7z/Gdb96FYM1DAC7R9xrCo1k1O/ms+1vv6P00jHf+v3ueobott0BzdVnzBMfsmHe/ZTnXPSraKiqSlKvEVqmwsFN9YiGrTiPHZ/8kaLzRwBofd1NdJnyIDqDyZOpUMemV5RoN+oXFJ7eS1mWlmKed2wHq49NJaJNd5IH3EhM58HoTJ7BnyKTc2gz59f+A1uh5m6mDwohbcQsSjOOU3h8h0aw9RLopVqhuFD7viqySnlcK/IB2VaM0aRHVJ1UZmrXIqbL4Ga/l97tu+3VlFzUzje6Yy3REEQRY0ikVlWrKPIjGqKn+pB1cC2yy8HCZlYGFyxYQFJSEutf/zUTnv0UozXU97qqqjiqynE7qtEZg3zuZGfWf8u5LStw1dgATWvTfuR02o2chjlEI+eCKBCV3JbYDr3IP32Qkz99SVBYNBn7NlB47qjfcUSmdCTZQy5CE9J81UiXvYbtH7/ApT1rAWgzdCID73wKyWD0HZ/L5fZUYDTXq8i2fRj+h6+5vC+d9C3fs3jxYt9+wuJT6DbtAdIG3YQhyEpiz2GkDBjP3n+8QmnmKb9jSuw+GAQIshgRRAF7jQtQfO+T1axgEqux1ShgsFJaVIHBqKf9TQ9zaOGjVBdlc+aH9+g05fF6LYqCINBx4kM4Koopu3SEI1/9kd5z52GOigWkn1XNcNrKOfPjBwAkD5nhF3bpfwyNMA1BQNBJqO7mBwX+sysa7VuF0TU16uoLBhDA/8cIEI3/AKxWzWLwWi0KMy5dJDIyEkVRqXa4qKpxYbO7qKx2UGGzU1Vtp7zKTlW1g2q700MyFA8x8f7uRlEUZNmN6pmxlBU3iqyg+P6Va8mM73f/52RZRvVsU/Z7/Yp9NvSc33Foz6meY2psudrtacereomWIqPK/scke5bzO2bvdpSmv1xk2Q3/nKDaBnGtJDO6dReMITGaKNoahtEShjE4jODoWIJCIzEFh/vaT46t+pSj339MdWkh3R6a6wuG80JWFFxuBWd1Jfs+e6F5M8MrVzJx0iQ2fPICcS8vweARu0qi4EmwVbkyvaAy7xK2osuIkp6YOrPWLcWp9M8pPHsAyWCm/90vIBmMqLJCSJgFp8OFraqG0LSeWOLaYMs7T/HpPbQdN4czP/6Nk2s+IaZ9P4JjkhvctqbZqCUbOz56ijZDNWLiqKwN8dMZgxh87+ts/9tjlGZo7TNnNy71EQ2AkLhkxjzxIevn3YetSAu5EyQdqJDcZxSn1n1NztHtuJ0OdJ6BZNaBjez+4jVcNZXoTRb63foESX1G4/QMghRnNW67rfaAFZn8k7sZ/sh72MtLOPHDx1w+tAlUhZLzRyg5fwRRpyem00BMYbEUnNpFtSfLQx8UTOqwmSRfNxmdKYiKL7XKqtrA34Sq1qaSS5KANVpr0XFVFhOfEEnOwQ2osovg2GRi09qjqIpmm6uoWtuWovjNAl8Zvld89gCq7CYoKhFLdCufJkIUBcxh0djLClCqy7BYTFp7k++4VLJ3fc+0FlYGp0yZwooVK1j72q8Z9cg76ExBXNjxIxc2L6cs95JvWZMlBHt1pa+1MCQulU7jb6X1ddejN5m1Sl2dlsWy7HMYPcT0xJqv/PYb064HKf1GkdxnJMExreodV0V+FhvfeYzSrHMIkkT/235H+1HTfYN2WdE0NnW7udxObcLIaAkmdeg0UoZMwVVdgYgbszUYgyVEI0F1Bv7hyR1oP2YWuxf+0W//W99/ityjk+l3++Po9TokSaSypJiM3au5vOsHKvIzfcsaw+Jxtx9BSJvBOB1BpI5/iNNL/0j+0c2EJnchse8N9c5PlPR0nfkHDiz8HdVFWRz56gUGzn0TwRL8swbuZ1Z9gKu6HEtMCqnDbml0uaakQoJB3zKi8U8KFQSIDQ/ius71WzoDCOC/DQGi8R9AZGQkHTp0YOnSpS2yKFy6dCkdOnQgIkLrHRdFAavZgLUJqz63rGCzu3w/XlJS9/d/ZTDd/1WontaSK0mUP+GpJUluWabCreLyEDOTKqNTa0lSLdnSnlPlukSnliRV2ypZ9PEb10wyx/36FRSDFZvDv4IlSiJmq3/rQodRMzizcTFVhdlc3LmKNkMm+l7zkgyAzD3pLZsZ9mhGMnavoeu4W9BL2qDL7nRT/ztbJffoNgCiO/RBb2q+ELcuCs8c4FT6pwD0nPkowbEpgDbWU1UtD0Bv0FFT7SDxuhmcWfYq2Xt+YNBvF1B0ahcl5w9wcNEbDLn3L432+3sF4pob1WHObl4EQE15CU6HC4PHolVvsnDdb95g45u/oro4h0t70uly892ExqX6tmWJimfo/W+w5sU7QVU4vOJjotr0JiKlE0ERsVSX5JN7YhfxnQdwYPG7nN+mBbFFpnbmutkvYI1O9JvtramTxRHdaQDlmaeouHyWI8vep9fMR+l9x7N0vPk3HPj8JUovarPoittF3tGtvvUESUdc9+F0mnifr1qjqtTmaHiqog11B3oJhzlcG9Tby/IQRYHLh7YAEN9jKKIkINLwtVVV3/98siAVKPG2XXUbTHCw//1riYih9NJxnJVF9Zx4nLZyynMzmD79DVqCGTNmsGTJEipyL7L6xTtRZSeyy+mxl369nohcEES6TpxNj0n3+LXeqYpC0fljZOzbQMa+DVTWycABbVDfYeRUkvuO8GkfGjI6yD6ynS3v/wFndSWm0EiGP/Aase1rc0jcbrne4Nbp0EiGJAjIqta+pigSBotWoREMhtpMjjrIP7WfPZ/9yffYGt2KKg/5PLdlBbnHdzPsoTexFeeze/5zuH2222/WXpclS1i2dDElh1cSN+w3WBK7EtNvBgV7vuXsmo8ISWxPcHz9yoLebKX7bS9wYP5j2PIvcejbV+h9+wtcUzw3UHB8G4Untnlaph5ptB1TAIRG9iEAgk6q/RBpBv5ZFQ2LWc/oXslI0r8hsCmAAP7DCBCN/wAEQeDee+/l8ccfb7FF4bx5865qF1kXOkkk1GIk1NK40MzpkqnykpEaFzaH9m+Vh4xU213/dU5TgiBoLVGSBDRPMxCvQrkCsqpd/2sJ9lNVla1rlrBkSctI5pIlSwiPTUKHHsVhp6ygUmvP0olIOk2HggBmS+1gTW+y0HnCHRxc8leOrfqU1AHjNavUOiRDVVUyd65s8czw1ClTWL9tBT2v/4VvZrex29JLNOKvsW3KXlHC3s9fAlUlZcANJPcb1+BygiAQZDHRZsBosrd+RXVhJtl7f6TjxIfY88H9lGWf5uymr+kw+vZG96UzmPzIhrb/Iqptdhx2J2aLCZ1OwhAUzLDfvkf6C9NRFYV1r/2GCc98gt5sbXCGXHHY+Om1uQy9/02Seo3g9PpvOb/te4589xEVuZdAEOg07ja633yPr/JU1yWqPPuc7/f2Y+/E7bCx+6MnydjxHRFp3UjsMwZzWDSD7v8Lx5a+Q+bO7+qdmyq7yT24nsJTu4nrNpS4HiOJaNOzdn9XqfIZDHoiW2kEz1FZRln2WXKObAegVc/hvhA0TfysDfB8bk0NbE9VVQpOaPkZyb2HYjDoNG2IqqIq+KyV65IsL9x2LRX9WiuDxpBInJUlTJgwgYULFzZtL71yAdFtuhHfpT/5pw+SsW8Dmfs2Ul1aK4iX9EYSug1EdjrIObaL4JgEOo6e7knC9p2w9jfiCVc8+v1CDiz5G6gq0W27MeLBNwgKi/bJk10ePYbfebvcPuIhigIoeMgGqIqIioLT4UTAgMFY++FUdvk82z940kcmg+NSGPfMZ+Qd28nez1/FaSvHVpzL6udvRxQFxk+YcPUWyjXvkDD6t4R1Gkd17hmqsg5ybNEr9P31O+hN9VOtzWGxdLv1eQ5++hTF5/Zz/Lv3aH/TAy36PgNw2so4s0pzmUoeOrNBYuNFk9v2fm7pdajO5rUU/zPsbXWSwNjeyZiNgeFXAP8bCNzp/yHcddddPPfcc8ydO7fJHA3QLArvuecegoKCuPPOO//px2LQS0ToJSKCG3bBAbA73b4KSN2qiM2uEZJqu+v/dEbGPwOiAKEiVCgqbvXagv0EQWD49TNZsnBey0PgbpiLIAhIgoDFqKeyxgl1vh+ryqoIjgjGYDJ4xPMCqQNv0kSspfmc27qStiOm+1WwnLZyyvMymT79zRZdC69mxGErx+SZHRd83fy1sJUWaD3hgkB81+tatA/w6DI+fxlHRQnBcWl0n/7bK5aov09Jr6P92Ns59NWfyd69klb9J9Lu+t9wcvk8zqz/ktiOAwhLbNfoPr1kY9fCP1By6Riyo5qyjGOEpXSlqqIavUGHOciIOTSSpH7jydy9GkdlKel/noPitCO7HI3OkG9950HSPC1Zucd3AmAKiWTQL58lrlO/umfuN8jM3PcTAHpzMBGpnVEUaDv6Ns6t+4Iji+cRktgOW/Flzqz5hIrLHlLiSQ4HCEvuhDUulcJTe3BUFJO9ZzXZe1ZjsIahD9JmwtVGdF56vYTJZMDtsHFpTzo6vR63y8Xal7VsBL3BQHnWKaJS2qG3+Itam/qzKM08TU1ZETqjmbiOfXxWzd6aSHCU9rfhqCzBYNSjepLMVVXFYNYqY9daGZTtlUyYMKHJbBSvvfTESZNY+5dHEQ0mnLba0ES9yUKrXkNJ6TuKxO7XoTcFUZp9npW/n0HWwS1UlRYSVEdb4i3quGuq2P7xC2Ts2wBA+5FTGXDHE0h6g6fSqukxrvw8VRQFl/OKSqYooCoaKRVEwEM2NM2SisFooKaskK3vPoqrpsqzlsCAXz6LzmCiVe+RxHTsx6HF73Bx+/cayRg/vtktlGvX/53Uqa8TN2Q2Gd//EXtZPscWz6PHrc9q7mdXICShHV2mPcHRb14m50A6pvA4UoY0f8JFVVXO/Pg3XNUVWGJTSR02q8nlm8qk8L4i6nXIzSYaP/9LbkSPJCJD6gvnAwjgvxUBovEfQlhYGIsWLeKmm25i8uTJfPzxx41aFN5zzz2kp6fz448//sfC+kwGHSaDjqjQhj8gVVWl2uH2VUCqfITEic3uxmZ3UuP4F4oe/k2oSzZc6rUF+103ZiLfffk+c+bMaTJHAzSSOWfuXC0Ers8Y3/MhQQaNaFyBqrIqQqNCUUXvF6JAu5G3cmT5Oxxb9Skh7YdhDLJoLl2SiNMjcr3WmWFXTXUt0WjgAuQc1Wa8I1K7YAqJbNE+AE6v/YLCM/uRDCb63/1Co5awVyKh1yjOpH9KdXEOhcfWE9/nBkpO7yL/xHYOfvs6wx58H0nfeMuhzmBiwC9fYvULUwA4/OUL9Lj9RcKSO+NyunE53RhNBlIH3UTm7tUAOCquPkM+e/Zs1qypFe2GJ3dgxAPzfA5XXtSdOHU7qinyhMGFJXcEQEWh3bg7Kbl4jJLzh9j61q9Q3Nr9IBnNpA6ZSurQqeQcWMfpVfMpyzxJVWEWnSfdjyksmtxDm8g7skVzLqsqA+DSlkWo7hqS+owhPKUjkk7CYNAjiQI5R3ey7YPf43bamXqFI9niJUtYtvhdjq38iMH3vkJCt0HNaojJPqxVuuI692/wvQjy2NDWlBZomghJ22plQTZHvtPyhxYvXtyiyuDixYsRRRFVllm4cGHzWwWTknDaKjBaw0juPZyUfqOJ71L/uMMSWxPdtgeF5w5zfuv3dLt5tt/rFXkZbHznMcpzLiLq9Ay880naj5zqe11RFJzOhj4nVew1zgatWiVPZcNLNkRBBBVcLhlXdSnb/voo1aX5PhevDuNuJbJOXowhyEr/u57W9CqblrTwuiRTcX474Z3HkjDiXjJXvULZhb2c/OkrWg+bjtlS/+81qsMAWo+/hwvpH3Fh/WeYwmKI7Tq8yf15UXB8K4UndyCIEp0mPYIoNV2Nbsza1g+SqAk5mlGt+LlEo0/7GFJiQ37WNgII4P83BIjGfxDjx4/nhx9+YObMmSQnJzN16lSmTZvm+wJfunQpy5YtIygoiB9//JFx4xpuGfm/AEEQsJj0WEyNf/DLsqK1ZdndntYsDwmpcXqqIm4crv/7ZEQQIESESkXFqWrBfuWKSkgzszaCrCH86qk3+esLDzBp0iTmN+GDP3fuXNLTf2L03X/EaK5tRzAbdRh0kk8s7IWqqFSVVRESUftlltx3POc2L6K6JJeMnStJHTrT95rToX1xXuvMsN5cq7lo6Dv98mFNI3AtbVOFZw9ycvWnAPSc8QghdTQQvn02sq4oSbQZdQtHF79FxrYltB42mS5THqI08ziVBRmcWvspXW74VZP715ssGKxhOKvKUFx2jnz5PN1v+yNhyZq9tMPuRApNISg8Fnt5oTYTfJUZcq/Nanp6OoqiYI1JRm8Jrbds3bapjN2rfSQiPK2rz6q26Mx+3yy14nYiiBJpI2bSevgMT7++QJsRM4ntPJBDX/6ZsqzTHPnmNRJ7jaD3Lx7HeMcT5J/ax6HF71CZl4HbXs35Dd9yfsO3WGNakTpgHKkDxlFTWsjGvzzSPEeyvzzCyIffJuEKR7KGkHNEszxO7NGwW1VQuFYNqC7VWqcqC7I5+v0CLmxf5ROuL1u2rMXtp6IoMnXq1JaJyKdO5adN25j0+gqkBvUAWruXCrQfOYXCc4c5u3kFXW/8pU/bkX1oC1v//gyuGhvmsGhGPvgGMe26+bYgN6DH8MJhd2l2wlLDd7xGNjT9i04UPS5VLnYveJay7LO+dPng2GS6Tryn/tGrKoUndjFt2vQWXpcp/LhuM2GdxmCKSiO6/y0U7PqCgr2LMUW1JjSpE2GRweiuCKKL63MjjrJ8Lu9eyckVb2MMiSIsuUuT+3NWlXJ2lZZinjJkJsHxba56jM2d/BENOhT71a1uf469bZuEUHq2ab6tcgAB/LcgoET6D2P8+PFkZGQwb948Dh8+zKxZsxg3bhyzZs3i8OHDzJs3j8zMzP/TJKO5kCSRkCAj8REW2iaG0bNNDIO7JDCubypTh7Tj9jGduHNsJ6YNbcf4fikM6ZpAr7YxtG8VRkKkhVCrAV0jX7T/bggCBItgFLQvHrcqePQbzVu/a5/BPPjCe2zavIXk5GRmzpzFokWLWLt2LYsWLWLmzFkkJyezafMW7n3mXdp07V9vGyFBDc/Iu51uaqpqah8jkDriNgCyti+t00IBenMIwdFJfrkQzcHixYvR6XSsfutRTmxchrO6qt6g31ldScGZAwAkdBvaou07KkvZ94+XQFVI7j+B5P4TWrQ+QKt+4zGGRGEvLyJ731qsUbH0u/UJAM5vXUrxxaNX2QKYrFqlwRrXGtlZw5Evn6cs87jfMkFRiQiC0PyZ4AULfNWfy4e3Yrfbcbll1DotYF6iochuzm2qrYCYw2MpPL2PHX99kL3zf09lzjkESQ8IqIpMeEIaYTGxWK1mrMEmgixGYtLaMeb3H9N14j0IosTlg5v46aU7yD22g/iuA4nvMhCAhB7DSO47BslgpKogm2PfL+SHZ25h0zuPMH6c5kjW2CDU204zfvw4tn3we5y2yiavg72yjMLz2vVP7N4w0TB7Khq2kjy2z3+BlU9N4/zW71EVmYRu1zH2ifeR9EZmz56N2920vXfdhGy328306dObXP5KzJg+nYrCXJ/NbV2oqoqi1DbwpfQbgz7ISlXhZXJP7EFVFA4v/4gNbz+Cq8ZGTPue3PTHL4hq2w1FrbWu9ZKMK/+O3G437mY4I0miiK5Ou9LRxfMoOrMPUafX8nUEgX53Pd1gVdBZVU5ZbgbTpzdsAd0YZkyfTk1pDopDuy5hHUYSnNYfVJmcTR9QXV5CQU4JFaVVqJ5BuuJpgUsddRdRHQehym6OfvMy1UXZje5HVVXNZaqmAmtsGinDZja6bF00q6IBCPrm6fRkz7G3FFGhZoZ0TWzxegEE8N+AQEXj/wDCwsJ46KGHePDBBykpKaGyspLg4GAiIiJaLJT7/x16nUSYVWoyJdXh0lq0vNqQK520qh2u5lTBfzYEAawiCKqK3RPsV96CYL+ufQbz6ifp7Fj/PZtXfcvixYt8r8UnpTF9zuNcN2YiQZZgHE43Ry8VY6/Tox0cpKe4sqZBbUxNVQ16gx5FEnA4ZWK6DiNj2xJsBZfI3LGUNqPv8pyDQGzvCSxd9kmLZoaXL1+OLCsUXThG0YVj7PzqLVp1H0Zy//HEde6HXqcj59hOVEUmOC4VawO2no1BVRT2ff4y9opiguNS6TH94WavWxeSzkCbkTM5sfJvnN/wNUn9ryeu6xDSBt3IxZ0/cnDxm4z47d99dsANwevOlNjvRgqOb6X0wiGOfPE83W//I2HJXVBVFXtJLtOmtdRmdSorVizH7bJzOv1zOt84B9klo5dEre8ezUns8uFtVBfn+vQWFzcvpiLnvHZ+egNthk+lw7jbubjtO4599xGHvp1HZOtOhCX6z/aKko7ON95NfLfr2PPJS5TnXGD7B0+RMvB6DEFapSw0rhX9bn0Ml72a7INbuLg7ncuHtoGqsnBhyxzJzu/4kY5jb2m04pRzdCeoKuFJ7bBExDa4jDd8UnE5ubDtB+196D6YXlN/TUz7btiK80HSsWbNGiZOnMiCBQsaT8ieM4f09HQEvR7V6bz2VkF7NabgMO1JVfW5cfldB6OZ1tfdyOl133J6/SJOrVtE9sHNAHQYPZO+tz7qq4qoqorT6QbVUw0VBD8TJFVVcNibpx8QBQG9XsTlVjj+4ydk7lkDgohkNKO4XbQeNs3Phrku3I5qv/NsLrzLKy47ksmKIAjEXXcXjuJMnBV55G75mFZjH6aqoppqm53QcKsnkRsQJDpPfYyDn/2BystnOPzVC/SZM8/nnlUXBce3+FqmOk6+esuU75o0p8QMINDsTA1ZUVs04RVk1DG2d7IfCQwggP8lBIjG/yEIgkBkZCSRkS3vZf9fglGvw6jXNSqoU1WVGoe7lojUcc+q8jhrVTuangFtLgQBrAIIqNQoAooK5bJAiKSib2Yb1ZhJtzF64q3YKsux19gwmS1YgkP9SKbRoKN7WhTHLhX5jl0SRaymhrUaAIX5ZQSFWxElEUEQSRt5O8e+fZns3d/RasBEjJ7Z+rieo8nc/BWz58xpUgQKHs3InDlIBhPD7n2H/JO7yNq/lsqCDDL3ryNz/zqMwZHE9xxNVd4FAGI6DcLtcnvS26/+ZXtm3ZcUnN7n0WX8sUkiINTXgvsheeBNnFv3JdXFOeQe2khSnzH0mvYQ+af3UV2Sy8k18+k26cFG1/deI7fdRrdbnuXoNy/5kY2gqFZUFee2fIZ8xnSWLNEqFafXfk5kWgdS+ozWzkcUMOpUZEXl3IZvtRU8ou6KnPOIOgNthk2m44TbMYdEoQIdJ9xJ0bnD5J3Yzc4Pn2bMHxagN1nq7Tc8uQNj/rCQ49/P5/RPX5GxazU6j+Ww13VKbwoibdAEUgeO5/vfT2Xc0IEtdCSbytqNS+gwZpY2cG5guctHNH1GYo/6LXUVBVkc+24hF3as8j0X26EX/W59hJi23UAAt6OGdW89gtNWgTUqng2bt5KUnMyUyZP99SOLF7N8+XKfiFz1JEFfc6ug51qpqtqk+UX74VM4ve5bsg5oBEPUGxh41+9pO7TWYlpRFFx1WkVlFURUv+tlb+RvuyFIkoCAQNaeVZxa8ykAkWldKL5wlKDIBNpPmE1NtQOz2Vivp0hn/HnieqlOKrioN5Mw8j4yfniZ6pxjlBz5kcgeN6PICiVFFbhVgYjoYAx6PZLBRPdfPMf++Y9hL83j6Dcv0vPOPyPpayeaHFWlnPG2TA2dRXBc62YfX1M848o5PEHfvEwNjWg0b/+SKDCmTzJBTbQUBxDAfzsCFDuA/zoIgkCQSU9MWBCpcaF0TY1iYKd4RvVKZuKgNvxiVEfuHt+FWSPac+OANEb0aEXf9rF0SokgOSaYyBATJkMzv0k8sIia3S1o495yWcDRgqqKIAhYQ8KIik3EGhLWYCXLoJfomhblp4MJtTTcPlXjcFNhs1NaXOuSE9VhAMGJ7VFcDjK31lZP9CYrHac9QXp6OhMnTSI3N7fBbebm5jJx4kTWrFlD16mPERyTTNvhMxnxyEcMvf+vpA68GZ3JiqOymEtbF1F0dp92LHYn+Tl5FBdVUFxUQXmZDVtVDfYaB06HC7db9rUjFJ07xIlVCwHoMf3hBnUZLYHOaCZtmEYCzq3/EllRUPUm+t/xNAAXd35PWcZhpEZGDl6i4bSVIemNdLvlWcJb90J22TnyxfOUeixwr3UmGABVZefHz3FpTzoAsqwiKwrnNi2h5NIJv/VaD53CDS8vptesh7V8Bm+CtyjSf/bzmMOiqczPZN8XrzXa4iHpDXSfeh9jnvqQ4Ngk3HZtNjvvxD5cjtqWO0dVGWW5mS0mUdOnT6Ms5xJOW7l2evhzQUWRtYoGWoVCELTqTVVhFtv+/gdWPjmN89u0FikvCeoxea6PZKiqypa/P0fxxZPojEGExKeiqCC73axYscKv/XTFihUYrGGkDhzPoLv/wM0vfUl4QipLlixt0TktWbKU8IRUjJYQj/tV08tXFmRpVSi0DIkJTy/wIxlut+xHMnzXRtV+QMvLqKsJaGqXoiggiSK5J3az90stW6RVnzEUX9Da0/rc+iQGkxlFUampcfiIqxcGayhh8SktbqFcsmQJwTFJxKUm+XJmAIzhrYgdqNlIFx1agS1XC7d0ywp2u4OcrCJKiitQZAWDJYzut72AzmSlIvs0J5fPQ1Vr7bfP/Pg+7ppKrHGtSRnavJYp8BKJ5lceBL3UrMVbYnE7rHsi0aHXlh0UQAD/LQhUNAL4n0RLwg697VgN2fvWtYoNErXKhk3xuON47G/N/0Q6b9BJdE2N5HhGMVU1LkyG+qLwGoebKs9MqKPGSVVFNdaQIARBoPWoOzn8+TNc3r+apEFTMIVpffCRbfvQ9ZbnWL/0dZKSk5k6ZQrTp0/3zQwvWbKEZcuXg6en3Fann1oQBMKTOhCe1IGU0bMpOrObzO1Lqcw5C0DOzqXk7vmOiPYDiO42irC0HkiSTrPq9SRBI4DLVsbeT18EVSGxz1gSeo1FlhUkSYvdulakDpnM+Y3fUJl3ifzjO0jsMZTINj1pP3I6ZzYuYe9Xr3L9s19gDArCaXf6eskBX9qzy1YG4CEbz3D0m5cpvXCQUyvfAa59JthoDcdRVYqqyOxc8AJuh53g+FSOfz+f/JN7/dYxWEPpe/vv6m3LW9QxWsMY9KuX2fjmfWTtXUd0u160HT6l3vKiKKLTS8R17MWNL33FulfvpejCMcovn+eHZ25h8D1/JKZ9z5+dVVFTVuy7flCbMF5y4RhOWwUGSwjxHXtQknmaHQv/TFnmaT+tRUhMAoLOQHnOJUoyTuOsrqLw/DEu7V6HrVgjw25HtY+0gFZxQ5ToesPtxLbrQXyXfhiDgv2mr9uPmcnSr95qob30Mvre8ogn3K3xZRVF5vCyDzn6/QLfc0ZrCJEpHX2PG8rHqAsVLS/D6XQ3W8ysE0VKss6w7aOnURWZ5D6jKfSQjNZDpxDVtqfnADXb5JpqJyazwSdUFwSBtGFTWbr0ry223e58873oDDqiYsOpLLdRWa7pNULbDaGm4AzlZ7eRu/lDUie+gEuqNbSoKLehOF1ERIVgiUqi2y3PcOjzZyg8uYPzaz+h7bg5FBzbTNGpXQiijk6THvZlvjQHotDyD16tta7pVrXmOk/1bBtN6/iwFh9DAAH8tyFQ0QgggEbgDTtMjLLSLjGcXm1jGNI1kQn9Upk2tB13ju3MHWM6MWVIW8b2SWFwlwQGtouma3wwoVYDRoNENQK2f7JeRK+T6JoaRbBHDF5XFK4RIv92i4rSKl+acETrnoSldkeV3Vza/LXfcpFt+9D/twtoPWY2azbt8psZXrNpF63HzKbNBM2p6eLWpbidNVwJSacnpvMQrJ72hpBWHTFHJ6PKLopPbuPUohfZ//49XNzwGZUFGTjdMnaXG4fTxbFl83BUFhMUlUSbcb/GVlVDZbmNspIqKspsVFVWU1PtwGl34Xa5/QhBk9fLbCV18CQAzq77UktpV1U63/QrgmOSqCkvZv83b6HT6zBbzejrzsx6KxoeC1ioJRvhbXqhuB3odPprmAnWZshTBozVrlNcCqgqez9/hQ2v/9qPZHSZpF1zS0S8LwCu7k9dRLbuRrcp9wJwaNFfKM087XtNEEQMei1B3Vsx0xvNJPUZoZ2XwURlQTZr/jyX/d++45uRv1YSteqPd7D1/afIPrARFCd6vYROJ3H5qOY2FdOuO+mv38+Pz99JacYppkyZ4meIMH7EEKrysxBFkX3fvMumvz7J8VWf+0hGnRMjrmNvuk+8W9tu224MuO1RUvuPxmjxuK/Vih5oM/hGdAYTc+bMaZaIfM7cuegMJloPuak2gFCoT30dtgo2vv2Ij2R0GDUTvSmIqsIc8k7t8+gxXFd1LlJVFbvdhaoq9bRmDa0piQI1pflsef9x3I4aYjv0wWAOpqY0H0tkPF0m/spvWUkQUFStsqHW2UHqoBvQGUzMbuF16TJ6EsFWk2aQEWYhOi7cVyGMGXAbhvBWyPYKcjZ/iNvtP4h3uWRKiyooyivFmtCRTpMeBiBr53IubfnW1zKVOmyW7zOluWiuPMNvHf3ViUxzKhopscH0bhtwmAogAAhUNAII4GehsbDDIpuT04U2VBVcboVgvUiUScRmd1Nld1Jt16oONof7msIOdZJIl5RITmQWIysKxZU1vmT3hlBaWE5MQiSCKNB61B0cWPg7cg+vJ3nwNIKiaoXaepOVVgMmktj/Ztw1lbidNegMZnTmYARBQFFksnYsp6Y0l0u7fqDtMP8MA0EQUGQ3Rae1xOeU4bdiSeqGLf8ChUc2UHR8C66qEnJ2LSNn1zKs8e2I7j4KZ2UpZRcOIuoMtJv8OLKgR5UVREFAFAWNHCjgbqDdxK2oSJKIJImIkoROJ3p0KbUjjbThM7iwZSnlWacoPL2f+M79EXRG+t/5DBveuo+MfWtp1XMYyX1GYTAZ0Bl0OO1OjB7hr7cNyAtJb6TbrGc49u2fKDl/gKVLl7Z4hrz3rIcJT27HmfWLqCjI8lvGGByGo7KMVr2GEeQ5BmtUHEajXmut8WgOFK9WQFV891D7Mb+g8Owhco9sY8eHTzP26U8JCgnV0uPBU1qo3Zd3lrhVz6HoDCbOb/ue46v+wYmfvr62rIolS9AbTbgcdjL2riNj7zr0JgvJfUfQetAELu1eB0D2oW0IgtDM7JE16MwWXNV1HdOsdBw9jU7jf4E1Mo7DKz4GIDQu2f+APOpqVVW1Vp2gYIbd/ypr3nq4+fbSj72DsU4YoeBlGh41eEn2OTa98xiVBdlIeiODZj9D6+tuQEXhzIYlnNm0nIg2vZp1/Rx2Z50cSgVFqZuufsWbB8iOKja99xg15cWEJrSmw+hZbPmb5q7W//anCLIEaxVPz/0hilpVRva0UZnNRgRRxBAUzIB7Xib9vceZOGkSC5pxXUY98jZGayiSwQ2KQo3DDUY9MfERVJRWYauCxBH3cen7P1KTfxrp2PeEdJ9ce+yem9bpcFGQU4K1VV/SRtzOxU1fcHHj5wBY49uQ3IJQPy+u6jjV0MuSx6O8CTJ4NZ4RHmxkePdW/3NGLgEE0BgCRCOAAP4FiLIYkESBk/k29DoRuwo2QaJjcojmeV8HiqJS7c0X8WSLeMMOvW1bDYUd+shGRgmX8ioaJRmgZZiUFlcQER1KaFInItv3p/jMHi5u+pIu05+st7wgCOiDQtAH+YdLiaJEytCZnPruHc5tWazpMurYZQpAxeUzuGxl6IwWwlK64lYFrHFtsMa1IWXULyk9v4/CIxsoPb+fqtyzVOWe9a0f03Mc5shWKKqKInsTIwQEESRBQPAQDy9UVet3b8j+U5QEJEnykJAgWvW/gcztyzmz7gviOvVDEARCkjrScdztnFzzGXu/fpPotj0wh0YiiiKmIBPBUZojktNWf1Zf0hvpesszHPnyBSoyjzF79uwmczTAfyY4PLkdx1d/ob3gGb2EJbWjLOssjsoyADpPuIPLnmC7oIhYEAREwZvC7g+Nb6ioqFw393nW/PFObEU5HPjiFYY98Hr9hb3vmVirT4nvOoDcE3uoLslHdbtw0/KsiuXLl9P3F48Q26EnF3amc3FnOraSfM5v+5Hz2370LSuKYouzR0DTmPSecT8dRk3zOWYBVORlAhAcm1RvO7KsaDeLZ/CX2P06Rj/6F9a//5SnVXAq06dPq9MquJRly5ehM5gY/dg7JDaSCyIIApf2rGXbxy/gdtRgiYpnxENv+lql2o2YwpkNS8jav5GeM0vrBTNeCZfThSwrV+Tdq57qnaj1INR96xU32z98moq8S5jDohlyz8tsfv9xANoMmURcx74AGCT/9kpR0P6mZEWlptqByWxElETiuwxkyANvsuHjZxpsofSK6yW9kVGPvE1iV80aWWfQYbaYQa3BLcvYXTKhkcEYzQbKJJG4wXeTu/nvVJ1cgyGqDaYELT/kyupOVUU1xtajCT53gMpsTZ+UfN20FrVMeXG1zqmGbQpA1OtRHI2L8JuqaJgMEuP6pKBvrlo8gAD+BxAgGgEE8C9CuFlPlzgrJ/KrkBWV0moXx/Kq6BxrQV/H6tBfL9KwcNAbdqi5Z2lVEa+TVkW1g2MXr94Faa92YKusxhIcROtRd1B8Zg8Fx7eSPGRGi5xcYruPJGPrN9SU5pOxZxVthtQmGwuiQOEprWc+sn1fzYay7gBHpyeywyAiOwzCaSsj/2A6l7cv8gWw5e37geKT24nqOpyYbqMIik5G9YShKd6oOs9gWxTEJnvYFVlFkd146VdUzxvJ2vk9JecPc+nQHmLadUcURVKH30LusR2UZZ9lz5evMeze13yzkZbwKABctnJNQHvF6EXSGeh+2wsc/uypZtmsajPB6US27spPr/za7/XkvqMZ9sBrrH31N+Sf0oT0l4/uoKo4D/AQDQ/qz2trjwVRQEXAEhrByIfeYNWLvyRz/0bOblhE5wm3eqofWmKHzznJl+mxjYw9awHQmS0EhcdQkXMRVVVbTKLaDL0Jt91GdJuu2CvLydy3AWe1f7ZGS7NHkpKS0JstTH/7e8whEfWWq8jXqkKh8XUqGqrqy6fQrlntlUvsfh1T3/qRi9t/YN2GJX720uEJqfS55RHaDr0JQ1BtJaMuFEXmwKL3OPbjZwDEdxnA8Pv+hNEa7iMJIQltCU/pRGnGSS7tXEXHcbc1ep6KrGhWt7VXCH+6oSAros9aVVUUDnz5ZwrOHkRnCmL4/W9ydstyqopyCAqPpdfU+33riqKAXif6aco0jZRGNuw1DoxmA5IkEd9lIDf8eTmXdq5i7ZZlLF5cm+NisoQgyzLRHbr4SIYXxiAjLqcLnGARRS18NchIjFGPpB9CxeVT2M5tonT3p0SPexqdJQJZUXDXVKC6nQh6I5LRiruqDFvBJd92z6V/TGirjj49WXNxLRoNAEGvgyaJRsPVDlGE0b2Sm9T9BRDA/yICRCOAAP6FCDXp6BZn5Xh+FS5ZpdLh5khuFV3irJh0zf8i9IYdhgT554scOl9AeKGZWSM68P3uCxSV1yB7BJ+KolmkKqrqe668pAqDUY81No2YrsMoOLaFixs+p/utzzf7WERJR5sRt3Bs+Tuc27yI1AE3+uwoVVWlyEM0ojoMatIpRx8UQtXl06iKjDE0htDWvSk5tQOXrZTc3SvI3b0CS1xboruNJKrzUF91RVVVZBVkNHLillXNuciTQdAYjCFRRHcbScHhtVza+i3hKZ19r3W4+WH2fvQwOUe3c3rjctIG3YggCkhGbcZcVWTMRpAFvU/v4kWQxcKoxz9g89sPkJ6eTlJSElOmTKlvs7piBYIgosgyhWcPgyCQOmA8CV0HsmP+C+Sd3Iezuoqyy+d82z7+wyeYw7SE7CvzJrzX1u+UBc32WBIFYtp2of/tj7Hrs9fY89XbRLft5nFu0taQXS7Obf2eoyvna9fRUYPRGkrnCbfRadwtGMxWLu5aw/b5Lzcvq2LuXNLXrCGydWeW/24qNeXFjb4XeoOBKZMntzB7ZAprt+5qsCogAOW5WkUjJC5Fuz6K4jdj7u10qnuPGC3BdBl/K53H/4KaijKc9mr0piCM1tAmW1/slWVs+dsfyDm2C4CuN9xJ75kP1M68KwpOl4yiqLQZNol9n5/kwtaVdBh7a8PbVVXsVyRTC4JQzzlMUTWTCkkUOPnjx2TuW48gSgz91Z9x222c2aRphfrf/iR6s7+9sSSKoKM+2ZA0pzNHjdNHNgxBwbQfPYt2o2bitFXgtttQBD2OynI2vHoXeSf2UnDuCDF1cjkEUcBsNVNVVgUKmAw6dLKC3SUTHhWCOnY2Z0ou4Sq5RMm2vxOU0g9Hxg5yy2o1N+bwBGRVQHFWY4xIQlEUnGWXOfzVC/Se/Tp6k5Xm4moajUZfFgUESUKVG7a6bYxoDOmaSFxEfUvpAAL4X0dADB5AAP9iWI06usUFY/BUMWpcMkdyKrE5r+7Z3hQOnitg/5kCQGtD6dsujlCLEYNOwmTQEWTSExxkINRiJCLYRFSomahQM4rdgckg0WHsHQiiSPHZvVRePqUN1Ju576ReYzGHRuOoLCFz7xrf8zVFWdSU5CJIOiLa9m5yGzm7VlB24QCCzkCH6X+gzYTf0OfBBXSY9hTh7QcgiBK2vHNcWvsx+/86m9PLXqP07F4U+UqhqtZ/LysKblnxkKr6QmmAhIFTQRApO7+f8joD+qCYFNqM0uw4j6z8GxV52bjsLtwu1Te4KcnNQVEURFHEYXfhsDsxGPWYLSZESc/Ypz4ksl1PZFlu0GZVdrtxu5wgCKQNHMeUVxcz8oFXSBt8PaaQCJy2cg4v+wBHZRnW6ET63qa1wNSUFQJgjohu8Dp67WNFSUSnk/xa8zqNnUXqgLGospuN7z6Bo6oct9POiZ++YcmjE9mx4GUcHqF7aEIat7y3hr4zfoMlNAy9QUf7YTcy8+2VRKZ19pGoGTNm+Im2Z8yYQVJSEulr1qAoCoXnjtUjGRHJ7Rl278u+TBSX03kN2SMzKM/PxlFVXu81Z3UV9ooSAEJiW6HIcn3RtW+Af+XgXUVRNV1McHQCpuCG7aW9KM44zQ/P3U7OsV3oDCaG3/8KfX9R64jkzccQ0Fr+U/uPRWcMojI/k8IzBxvcpt3hrEcqGjwET0DguS3LOL3uKwAG3PF7otp0Y/fnr4Cq0vq6m4jvPKDB/UiiiP6KCQ4BwRcmZ69x+umgBEHAaA3FEpWANTwSa3QrkvtPAODgsg/rbV9n0GGy1LZS6iQRi1GHAISEhdBp2pMIOiNKRTa2YyuYOG6o371009ghyJV5SJJEWIcRJI19BF1QGNWFmRz5+mUUuXnhhd5jv1YIhsbnYBtqneqaFkm7xJa5swUQwP8KAkQjgAD+DQgySHSLr61iOGWFI7mVlDWhq2gKB84WcOBsgd9zseFBJERaCQ5qPBxKEAREFRyVNYTHppDUZzwAF9f/gyCjTmvhMukJMuoxG3QY9RIGnYROEpHEWoG1qNPTduQtAJzd9C2yW5uNLTipVTPCW/f0hYA1hIqsE2Ru1vQJaWPvwRKTqm1X0hPRfiAdp/2ePg8uJHXMHCyxrVEVNyWnd3JqyZ848P5cLq1f6NdeUReaSFqpTzwAc0Q8UZ20kLjM7Yv81kscOJmw5M7IzhoOLn7T58hjsGpJxeW5F6guL0GWZYwmjWC4nG7KSiopL6tCVgSG3f8mptAozbVHEIhq2wPA5+LTqvdIrn/hS0Y++BrhrdogCGA0GEjuMxKAC9u1BOyO435Bx7G3MPDuZ3zHd3rtIl+oXl2IgoBeJyGK9YmiIAgMmfssIbFJ2Irz+PHF2Sx6+CZ2ffYatpJ8gsKjaTvkBgCsUfEYrpgFVxQZZ00lncfNJKpt98ZJlCxjCovGGp3gN0JO6j2MiS9/yeRXvsUcGqlVTTwViWtP57bVe83bNmUKiUAyBDVqruCtamioFdQ3Fxd2rGbVi3dTVZRDcEwrbnzhM9IGjve9LsvyFYYFAgaz1ecudmHbynrbdLncyO7G+v7rD5bzjm3n2PL3AOh84xxSBkzg6PfzqSzIwhwaRa9pDzR5DpIoNphSrZNEBMDhcOJ21XedEkQRSSfSYdwdCJKOvBN7yDt9oN5yRrMRXZ2BuqJqFVmDTsJdmYeguBk/fjzZ2dks+vZbZsyYwZgxYzQC++23ZGdnM27cOAp3f4WzLIfE0Q8j6IxUZB7j8KJ5WnvWVXBVIfhVIDTRzifL/vdLq2gr/Ts0rzIXQAD/iwgQjQAC+DfBrJfoFh+MWa8JBWVF5Xh+FUW25qf/Auw/m8/BcwX1ntdJItGhZmLDLH6Wtw3BaXfiqHHQYfRtiJKe4otHKDynDRq8+RY6z+DAqJcwG3QaETHpCTYbCLca6T58IkGhUdgrisg7tA6DXqLA0zYV3WFgo/t2VVdwduU8UBWiugwnpseYBpfTB4US3+9mus9+i+6z3ya+30R0QaG4bGXk7vmOIwse5sgnj5K//0dc1RUNbgPqEA9ZIx5xAzVNSdHJndgKa92eBFGi46RHkAwmii8e4ezmb7mwbTmuKk0IfnLp62x/4zb2f3Af+QdXYdIrhIRbMZoMyG4Fl1NGUSXaj73du2OKzh32bV8yGOlz57MERafUC2trPVAbiLpqbOjNVtp4wt0S6iRnZ+5dx/a/P4PiIS2CgFbB0Im+8ajfEEjQ2lkEUSKpl7adsssXsJcXY42KZ/Ccp5n17o8k9R6mrSu7qSrO4+Ludez56i/88OIc/jF7KEsem8qWvz9PwZlDAH7Wp9boBHrNuJ+0gWOpKS2kqjAHVJXkPsOZ/MrXTHjyr8S07YooimQf3g5AYjft3vh56dz+MYBeIXhIA0JwP3gGoKqq6X6ayzEU2c3er95iywdPIzvtJHa/jpv++DnhSe20BVQt+6IxwtB2mJZnkrV/Iy5buY8+KIpSrxXP73CvIBqlGSc48PlLoCqkDLqR9mPvIO/sEU6v1xLk+932ZKOakrrQSY2TDVEAh8OF21X/uPR6PZbIeFIHauT04NIP6ldiRAFzsNk3KeHyaLRkp41zK95k/ATNAKCxtjmvAcD4CePJ2/J39NYoEkbcq1Uiz2zj5OrPqCitatLeWrwWb1u/k/BoNRpA3dapUKuBkT2SAg5TAQTQBAJEI4AA/o0w6kS6x1uxepLHVRVOFdjIqbA3a/19Z/I5dK6w0ddjw7UZ6ZiwIEItxkaXA7CV2zBYI0kdeBMAp9I/aTRN+kqIooDJbKL7BE3cemrD1wjVRZRnnwFBIKXHYCwmPSZPRUQviehEEVFQOf/DOzgrizFFJNB6/G+a9SVtiU0jdcxs+jywgA7T/0BEh4EIog5b3gUy1y/g8N/mcnb5a5Se3dNAa5U/zFHJhLXtD6hc3LoIl1tGlrXZbXNEPG3Hzgbg7Lp/cHLNx0y6+Sa/9o7rRw7i9KqPWPviLApO7sEcZCQ4zEJ18WX2ffkKR5a+479DSYfOHIzsdJBzYj82m53CwnKcDrev4hLToTeCx342oftgz2Aaqj1CcIM1FFHSkbFnLVv/9hQobnQ6yZfnIOCpVokioqhZ/bprqji49EMWPXQ9x9fUyUwRBIbd+yJtBk8g/9RBLu3dCEDuqQN8fd841r31KIdXLiT3+F5cNTZ0RhNxnfrQfoSWRaIzmBhw+2OIOj1VhTns/fodLu5ai6oqpPQdweRXvmb8E+8S3bqzd3cIImQd2gJA2oDRRCSmXUM69xLCE9MwWkLrcAztfSvNzQA0xyktuVv78ajf62xF9eSPqHU30STsFaX89Np9Poew7hNna3a3nkqXqqpXDeGLSOlIeHIHFLeTS7tWI4oCIh4r26ZQ50/DVpTDvoVPo7gcxHYaQM8Zj6K4nez/6lVUVSG533gSGnHHagg6jyX0lZBEEVEQcDjcOK+oHoiSgChpVQ1RZ6DgzCFyju2pv229DpPVhIqK2yPGzzu0HtntYOGCBc0zAJg/H9XtpOL8dqytuvuSxosPreDygbXk5xRTY2v4c7NZA5urfO6I+oYrw4qn0mnUaw5TBn3AYSqAAJpCQAweQAD/Zuglka7xwZzIr6LCrg2KLxTX4HSrpEaYG11v7+k8jlwoanLbIUEGLCYdNrub6FAzggBlVY5Gl68qq6Lt8Flk7F1NWfYZ8k7sIL7L4GafS4fBN3N49efYSvI58J0mKg5P7oQpOBLQCIk2u6h9qWdsX0bp+f2IOgPdZv6eIKvVG0UAnl551dOIrnp/rwNR0hHRrj8R7frjqq6g6MRWCo5uoDrvPGVnd1N2dje6oBAiOw0jqttIgmLSGjzu+EHTKDu3h8Jjm2k15BZMYbEge6o5wdEIosi4ceOazneYM4f0j39Pz1m/o+j8YbL2pvvcs0zhMdhLCzCHRVNTVojb0+5TeGo3ke007UpZeRVmnYzbXk157kWf+FQQRVye1pXKwhwAQmKT6XrzHLa8/wRZBzax6Z3HGP3IPHRGc73wOHtFKUdXfcHx9G9w1Wi5EyHxKbS5bgJZB7dSdOEEq//0G9+xegd9qoegGUxmwpLa02bwBBK69CMsMQ1R0nFm8/ec2bSSsMTWFF86iXKFWDa+c1+G/uo5zKGR9a53eW4GFbmZiJKOVt0HUV1SwNIvW5jOvWw5/W57VEuz9tw0muGBQqXP2jbZcy9p66n+/0NFRfDznmrYwcuLoosn2PjO49iK89CZghj6qz+S0m+073VFURrMdrkSgiDQdthk9n7xGue2rKDDmFtwudwey2ZNJ9IQTfFEgOC0lbN3/lM4bWWEtWpP/7tfQJR0HF+1kKr8TIwhEXSb8gAOl4JBEps9o6+XtGt5pcBZEgUEBVxON6hgqBNiqTfoMIfFkHbdzZzfspRDy/9OfOd+iFeQFqPZiL3agYoLVVXJP7CGaVOntswAYOoUfly3mbBOYwjrMAJXZSElx1aTt+NT9JYIFLkTtsoawiKD0dWpQAjNOP+rLqETa9+AOpAVzXxiVK+keuYcAQQQQH0EKhoBBPAfgE4U6BJrJcxc+wWeXW7nTKGtwZ7x3adyr0oyvKjrfBIVYiY8uPEvQ9ktI6tGWg/WWjtO/fSpbwDaHOgMRrqPuxWAS4c2AxDf+boGly3POsnF9f8AoN2EX2GNTfPlYkiigCRpQlWDTsKglzAaNFG7wVcV8WpFBERBwGgJJb7vjXS960263P02sf0morOE4a6uIH//Dxz/9DGOf/oYefu+x2Ur8zsWa3w7QlJ7gKqQs2u573lXTSVnV7zJhAkTrt7esXIl48eN5fC3r5O5exWqIhPXZSCjn5xPv7ue92yviugO/TRrXCDvyGZcNVVc2rqULa/exeIHx7D8dxPZ8NZvfQP+nKM78I7ZqopqrW2Tew9l7GPvIBlMZB/ezk9vPITLXu07puqyInZ/8RZfPTCBQyvm46qpwmgNJTi2FVUFlzm49EOKLmjZBKoieyofElOmTPWr2EyeOJHii8c5sOh9bCUFPpHz5SNaW1zRxROc27YKVIXkPsPpNHYmoqQj98Q+ljw+jYt71te7XlkHtSyQuE69MQRZaTf85halUM+ePRtRkmg/4mYkz6y6IHhdk0QqC7IBCIlLanCiWvX85/0dvFUN7T+lgSrIuW0/sOql2diK8wiJS+amF/7hRzJkuXkkw4vUAeOQDCYqci+Rf/oQsqelSPS0KUoNaGwAZJeTfQufobroMubwWAb9+lV0xiBKM09xdsM3APSc8SgGSwioKk63jEu+enq1F159z5Xw/l26XG6cnsqLgGY8IUoi7cfchqg3UHThGJkHt9arDGktVEGIooCrpoLKwqyWGwBMn05NaQ6KQyPqUX2mEZzaDxSZyxvew1F22Rf2V7ed6ud2TnkhGupXNWRFZVDneBIim++AFUAA/8sIEI0AAvgPQRIFOsdaiKwj3i6ocnIy3+Y3w7j7VC7HLjZuFXolokOD/JyHIoPN9ZLL68JR4yCp/0T0JiuV+RlkH9541X3UHRJ1HDYJozUU2aUNRuIaIBqu6gqOL3kNVVWI6Tqc+N7j6y3TGLzp4JKkDcj0HiJi0GtERC+JBMelkTZ6Nn3uW0D76c8Q3mEQgqSjuuAiWRs+4fAH93B22auUntnlc66JHzgNgIIj63FWaY5FhUc3orSkvWPBAgAs0UkM/u17DHvoLSJbdyauY08sUQm4HTW06jeeyPZ9ALCXFbLlT7M4u+ojJgwf6DfAnzJlCpIk4a6u5FT6l5jNBlxV2vseEh2PThJJ7DaQ8U++j84URO7xPax55V4uH9vL6lcf4Kv7xnHkh8+QnbXtJI6qcirzs1FkN8bgMJJ6DSWp1zAEQagV5C7yF+R+++03ZGdlMXrEMH56/SFOrV/Ghnd/z7k6YXspfUcy5ZVvGP+7dxky92km//lLIpLbYa8oZd28R9n43h9wVNXqZjIPam1TSb2GAmC0hDDyt6/7bHNzc2stTusiNzeXiRMnkZ6eTlTbbhgtIaiqVklQ0VqyRFHwaTTCElKQdBI6vZYQr6XFe1rKBKF+SJu38qGq1FSUUlmQQ1VJITs/e41tHz6H4nLSqudQbnz+H4QmpPlmt90u2UcUmgu92UpKf02Lc3bz8nqvi4J2f+vqEA5VkTn05Z8pyziB3hzMgF+9hikkEtnt5MBXr6IqMq16jyKh+1C/bcmyx163ma2QhsbIhiCgEwXcbtmvzUunlzCFRtJ6iDZBcfT7+TivzJ5QQdRJWEOCfPfktRoAKC5tfUEQiRsyF1NMWxRXDdlr/4K7WnMhq6qo9rVTCdeYoXElGtJpxEdY6JRcv2oXQAABNIxA61QAAfwHIQoCHWIsnCuqpqBK+6IurXFxNK+SLrFW9p3O50RG80kGaL3XUaFm8ktrZ7sjgk2IAhQ1ogVxOgVaD5vO6Z8+5fTaz0nsPqLZabw6g4nETv24sHcdoqQjKMI/Z0FVFU6ueBtHRRHmiAQ63HT/P1U8KQgCgqpqAk6dRGS7vkS264urppLiE1spOLoRW+5Zys7toezcHnTmYCI7Dyey6wisiR2ounyanD3fkTLyLgoPp7e4vWPq1Kmkb9lNaFIn7xEhCiJpA8dz7IdPKDi6hX5z/8zaZyejOO2MGTWy6Zas2bNJX/I+0a07UVOqif4tkdqyzuoqFNlN2yE3cnrjMgrOHGL1y3PrHZdkMBGZ2pHoNl2IbtOVmLbdsUYn4qypZPFD1zPh+uv5buXKJhO5V65cqSVyL3jZr01qzGNvk9Z/lN8MdmRqRyb/+SsOLPk7h1d+wrmtP5J7fC9Df/0CcR17kXtiPwDJvWoHxIrbhaoo/PTTTyQlJzNl8mS/7BFvOrek03vE24qv8lAXzmpbHWvbZHwHJnj0Ib5he517zlO4sNsqOL/1e85uWEJpziXfy97r0uWGu+g94wEEUdQIDuByuHyEw3sbC/7/axRth03mwrbvuXxoI92nPtigcFsQBHSSgKIoHFn5N/KPbUWU9PSd8zLBsVpGyOn0z6nIvYjBGkb3ab9tcF+KquJ0yeh1mmPc1WDQiTjdSj2tiS/Yzy3jsLswmvVIkoQoumk/5lYubv+OkoxTZB/aSnLv4T7HKcXzntnyzpC1bRlw7QYAor52okTU6Ukc9SCZP/4JV2UBl9e/Q9KEJxH1RhRZobSoAqOgYg21Iv3chG5RwJNqCECoxUjrhNCft80AAvgfQ4BoBBDAfxiiINAuKghREMir1PQUVQ6ZJXuzqCypRLqGMXlchMWPaACEWU0gCBSV19RfQYXojqO5uGMF1SW5ZO5bQ+qAmxrfwRXH5K1mKLKby4c3ktS71kkqa+cKis/uRZT0dJ3xVJO2t9eCxi6P3hxMXJ8biOtzA9WFmRQe3UDh8c24qkrJ3/8D+ft/wBiipQ3nH1hNUp8J2AqzW9zeMX36dBYvXozTVg7BQdrAVoDWgyZw7IdPyD22gx6uSgRV8bVkNTXA/+6775g4cSIb3n0CU7iWnZG5fyOnNyyhLOdSw1ZJgkBc5760HjCO6DbdCG/VGlFXp+1DAFA5u/k73E57iyo2SUlJhMQlU5GXid5sIbXviAaXl/QG+v3iIZL7jGDT356mIjeTNa/cR6se16G4XQTHtiI0IRUA2e1i1+fzAGg95CYu7FzDihUrWLJkiW97EYlp9L/9UULjU1jzyv3YSgoaNCuoa21rCLLiC5vwO/crrxdcPrKDzX99ErfTzrSp05g+/XW/gMVly5dzbtNSErr2I7HbdSiygsvp9peW++vMAdXHN/zojYeRhCS2JyShDRU558na9xNthk1r8FoCnN+8mItbtQF6z1ufIrK1Fo5Xln2GM+u+1J6f8QhGa1ij2wAtoE8RVXQ6sX5F54qLoteJuFxKvUqIN9hPURSNbBj16PQ6jNYw2gybypl1X3L0h/kkdhsMApRfPsv5nelk7F1HdUk+oN1PixcvZsaMGU0eb10sWbIEc3gCotHfdllnCqbV2EfI/PFP2IsvkbvlQxJGaoRQEARkl0x5UTkmiwmz1fyzJjZEvR5FdmAy6OiYHFHP3jaAAAJoGgGiEUAA/wcgCAJto4LQiQJZ5XYu5JSTV2JDEARCRRVdC78ng821ovC6CLMYEQQoLGuAbIh6UgdN58za+ZxZ/yVJvcf6Er+bguxyknNyr+/x2Q1f0arnSARRojTzJBfWfwZA2wm/whrXumUn0hw049oERSeTMuqXJI+4g7KLhyg8uoGSM3twVGgVA8Xl4PCXzwHX3t7hdtSgyAqipA3nwpPaEJ7UjtKssxxf+SGqIrNw4cIWDfDLL18EIPfEvgaXDU1Mo6asCKetEntpEcm9hxMU3kCwn0dYf2bDEqZNndbiis3q9Zr+JiqtkybGbgKx7bsz7bVF7Pn6XY6v/orswzsAiEhp7xvwHV/zNRV5mZhDI8g/dQDZ6SC6XXfGPvoWituF3mzxpXN7iUR1qUY0rhw0+qxt45KoW83wnndDEerZh3ew7s3fMmH8OBYsWNBodWnOnDmsmfcwox97h/guAz2i6FrnKjw5HJqsw2tmQD2ug6qiyDIOh5uUQTdydOm7XNrxA2lDpiA2cD0vH9zIsRV/A6DrpHtJ6z9Wy4VxOjnw1WuoikxCz+Ek9hzR5HvhhayoKC4F/VWE4gICer2I06XUt631EBG3rOJwaGRDEATajprFhW3LKcs+x/aPn6H08jmqCi/71tOZgkjqNQIVkWXLl7fMAGD5clJG3IVer8N9RauaISSWxNEPkbXmdaqyDlGw92ti+t/qZ9trt9lx1DiwhFgwmJq2/G70muh16FwuOqdEoJdEn4tWAAEE0DwENBoBBPB/CCnhJspKKskr0cSPqgrlsoDzGibR6orC6yI0yEhsWMNVhagOwzGFRmOvKObizu+btZ+c0wdwOWowh0ZiCAqmqiiby0e24Kyu4PC3r6AqMjFdhpLQZ0LLT6IZaAkHE0SJ8DZ9aD/5d/R98BPSxv8GU7jW6uUo10jHtbZ3BIWEojPoMJoMGI1GJJ2ONoO1vIG8oztaPMCfMmWKj5SExCX7vd6q5xBueuFTpr2+jJv/+DlB4TGU5Vxk1UtzqCpqWO/gqCyj9PJFpk9vfBa9IUyfPp2qEu3aRKZ1QpYVFFkbVCsqDeZR6Ixmrvvlk9zwzEc+YpKxZyO7Pp9HVVEeB5d+BIAxOJyK/CwskXGMe/wvWCJiCI5J9KVzK4qCKVQjTrLL2UAquEBFvpdoJFMPQp0fD+lw2CrZ/NcnmTB+HCtXrmxS8L9y5UomjB/HlveexGmr9G3UZyUsSeh0OvR6HXqDHqNRj8GgQ2+Q0HsyTiRJ87my252oQELvsYh6IxW5Fyi6eAKXJ9/FrWhWx4XnDrPviz8B0HroFDqO+YVHKC5wfsPXlF8+h8ESSs/pjzT/TUQjRk63fNWBsoCAQSc2WAUQEDDoRVBUHHYnNaU5XNy2ElGnDeKzDm2mqvAykt5Ict8xDL3vNaa9vYZBc56n7y2/RdIbm20AMGfuXHQGE51GTCImMRJLcH1HPnNMW+KH3QNA2cn1lJ5Y66dPA1AVlaqyKipKKvx0Nc0tcggCtG4VQZDHecvVaLhiAAEE0BACRCOAAP6PQFVVth/PoaCgAotYO3JTgQpZwN7C77crReF1ERxkIC48qN6XrajTk9RfG4ie2/RNgynMVyLj8FYAUnoMpeuYWQCcXv8FBxe9gb28EHNEPB1ufvBfGGp1bdvVma3E9Z5Az1+9hzEsVntOr2fx4sUt2s6SJUsIi0/BGh7pExx7T7X1dRq5ctTYWjzAnzFjhm9A5p21T+k3ksl//prxT75PTDstdTw0PoUbnluANTqBivwsVr00hwqPC1NduBxaFetaKzYAUWlaNoaK1n+vKgqKqqAoWiCiLKsaCVFAUcBoDUdVFARRAlSO/vAPlj4xHWd1JaaQcMqyz6Mzmhj3u3cICovy7UdVVWRZQVW1liyTJ03cVlKA//ut1qloNEA06sJDOM5t+R63086CZraPzZ8/H7fTznlPavvVIAiaRkeURHQeIoIgEmQxY7GYCImIJKnPKACydv+IJGmDelWFirwMds9/GsXtIrbrEDpPuh9ZVZFlldLs85z66XMA+sx6mJCIqAZzMK4Gt0co3lRmjiBo1Yv6UfNQXZLP+U3fsP71e1j9/C2cXLUAZ1WZb5H2I6Zz459X0vfO50jqNdxXFTVYQhg49yXS09OZOGlS0wYAkyaRnv4Tg+a8SEhkJDExocTGRxAZE1bPRjc4tR/RfbV2rMK931KRUT+tHMDtdFNeVE51ZXWz84IAIkPMGOvY2MqK2mRmSgABBOCPANEIIID/A/CSjNNZ2uy4WQSr6P9lVqUIVLeAbHhF4Y3BajYQG2apZwUZ02ko5vB4nNUVXNhW3x3H77gVhczDmnVpSs+hdBk5Db3Jgq0wi/xTuxEkHV2m//N1Gf9MCKJE8pBbAFBFHcuWae0dzYG3vSNt2FTPYNH/PbNGxRPlCa77OQP8tIHjmPraYsY99heiW3dGFLS8De9AMCSmFTc8u4CQuGSqinJZ9eIcyuuImwH0Ru1euNaKDeA7l8bhMYxVFVRVIfOg1nLVqsdgxjz+LsbgMF9lwF6hbXfE/X8iKq2TbwtKAwO5oAhNS1PtqazUHQE3OxUc7e9Max9roeB/ylTObVzSogGqF253nUG9oFnzth2uuTVdPrAeUXVhtpgQ5Wr2zn8KV00lEWld6D/7eQxGI6Ig4JZdHPz6VVTZTVy3wcR2H4nDLaMqKqIo+O69htM46kNRVRxuGVlp/ANFFAQMOgkEsFcUc37LUta9eS/fPT2NQ8v+RlnWaQRRIrp9X3rd8iQdxmmBerkn9yBImoDfYfcP/GvVYzAD5r7C+g2bSUpOZubMmX7OazNmzCApKYkNm7Yw7L7Xie88QDsWUSQs3EpcQgTxiVGYzP4tneFdJhDaYQSgkrHhAypzzzZ6XnabnbLCMlRX01UV0HKJwq0mXKpAXWlGoH0qgACajwDRCCCA/zBUVWXr0cs+kuGFSYTgK8hGtSJga6BVpTE01j7lhdWsJzbCn2wIokTyoJkAnN+6BKetopG1oeDSCWoqStCbLMS374XBbCWx+zDf6x0n/Irg+DbNO9hrxM8tlIiCQNp112MOj0V21CDqdC1u70gdpLVI1R1QepE2cBxw7QP8iJQOjHzwNcJatfXNpiq+3dSSDWtkHDc8M5+wxNZUlxaw6uW5lGad823PaA0j/BoSuRcvXuyb+d/37Xtc2LEGZ3VVs9bNPrQdgFY9B5PUawhhif4aHXNYFMGxKdo5eXIptORl/xvc4iUapV6iUSu8qMjTNBxXrWgA9spST/tYSwX/0yjNuYTDdmXrVtNQPJWZKxHZuhshCa2RXQ4y9qzBZa9m63uPYSvOxRrTiqEPvInFGozJbMBoNnJp6xLKs8+gDwqm3+1PYjBqzk+Igk8vIggCqqINgrXEea0VS1HrO3UBoGptQC63TEPx6I6qci5s/57t7z3K6uemc2TpuxRfOAqCQEz7XvS79XdMfnUlwx96i8jOw2k94hYMlhAq8zPJ3r9OO39FwenwJxtpfYcx9Il/0HrMbNK37GLWrFmMGzeOWbNmsWLFChQVJjzzhY9k1IXRqCc6NpRWqTGERQb7qqSCIBA74DYsrbqjup2c+O4N7OX5jb4vqqIi19hRbHZopDphNuiIDq2dIHHUWczZQmvjAAL4X0aAaAQQwH8Qqqqy5Ug2Zy+XNfi6UYQQyf+LsEYRqGom2fCKwpuCxagnLsKCWGdwHNVuAJaoFNyOas5u/rbeOt4lMw5pbVNJ3QYh6fQ4bBUUnNnvW84Q3LJZ/H8nRFHEFGQgOi6M0IgQOl9/h/a83kR6+k9MnHiV9o6JE1mzejUJvUb6cgJ8PKPOsm2HTfQ57rQE3gF+aEKdwbln0OhtW1IVBVStncPtVjCGRDL+Dx8TkdKBmvJiVr18D0UXT2rHJAi0HzWdpcuWtqhis3z5ch/purR7LZve+z1f/WYUa998iDObVvgqE1fCUVVOwZnDgJafkXVgC/mnattaRJ2emrIiVj79Cw6v/ASHw6m1X7kV3C7Fl1WhyArmME2nYSsuqHPjCzirq66wtm0cbqeDXZ+8CvwMwX9N9VWW9IfL2TBZFQSBNkMnAXB+ywp2fPg0pRmnMFrDGPbQ25iCw33kv+zyBY5+Nx+AXrMeITgiBp1eh8Gox2gyYAoyYraYtH+DDASZjRi9RETQKkRuRa3VgnhIiNcq2K0oOFwyiqLiqrFxcddqNr//OMufvJm9X76m/T2rCuGpnek14yEm/Xk5ox95j7ZDJ2MKDkcvSVgtRhxOaDdKqwyeSv8HiidpXnbLuOtWDwSBqIQ4UgdPYfjD85nw7BLGPPEPxj+zGGNYLKoiU3jucKPXVBRFQkKCaJUcQ3xylC+1XBAlEob/Bkt0Kq6aCo6veA2XvSlCLKDKMnJVNYrd6ce19JJY7zPRoWq/q6pKfn4hly5doqio6JqqXAEE8L+EANEIIID/EBRFZfORbM7lND1LahAgVFL9Bq8OVaCimWTjalUNgCCjnviIIN8XqyCIpAzW9BYXd36HvaJ+loeqqmQc0oLYUnoM1UjTZ69QXVaA3qyl5l7Y9PX/iS9iQQC9Xoc5yEhwSBARkcFERoUQHROG0WREFEVaD74ZU2gkjqoy2gyfwk8/pZOUlFSvvWPmzJkkJSXx008/oaoqF7d/z/dPTmLzOw+TuXctbod/Vok5JAJLbDLLli27pgF+Uy5BXkiigCgJKIqKwRLKmCc+ILJ1FxxVZaz+86/IPXUYWVFpPfimFidye8XcbYbeRPeJswmJT0Fxu8g6uJVtH/+Rr+8dw6qX7+FE+tfYimtnkbOP7EBVFcKT2mIOi2L3F2/6XotM68zUN5aR1HMoitvFvm/+Qvqf7/E5THmhhfOpPqJRVZKPyy37SEh5bgbgsbY1W6hVfvvDVpzPqpfmcnH3WuDaq0s6c/NbAF1Xac1JGTgBUWegPPscecd3IumNDH3gTYJjknyWuIrsZvenL6O4XSR0H0zqwOsb3Z4gCIiShKSXMBj1mIOMWC0mLFZNG2I2GzGaDBgMOl81RFHBUVPDpX3r2fz337PsiZvY9dnL5BzbiarIhLVqR4/J93LzS4sZ+7sP6ThqJkFh9V3NTGYjZoOeqK7jMFjCsBVdJnNPeu21cLpR6lR2JJ2O0HALgiBgsIQQFBGH0RpKcm9Nu5K5v366/JUwGHTExoaT2iae4DDtM07Um+g88XcYrBHUlOZw8vt5KG5Xg+v7KX2cLuSqalSXG1EQiIuworvCDayqsoL0FV/w3G8m0TatFWlpaURHR9OpUyfeeecdysrKrnrMAQTwv4gA0QgggP8AvCTj/FVIhhd6Qats1G0TcqkCZUqjlX8fmhKF14XZqCc+0uIb2Ian9iI4vj2Ky8GZDV/VW748L4OKgmxEnZ5WXQZwfMNiMo9s08LFbnsOyWCiMu8CxWf2NOsc/5mQdCImkwFrsJmwcCsRUaGEhFkIspgwGPXodBLmIKNfgrCoN9Jp3K0AZO5dhyzLSCYLa7ft8WvvWLttLz1n/JZJry5nwF1/ILptD1RVIe/4LnZ+/CxLHp7Azk//TMHZIz6S1Xn8raiqyuzZs5vXkjVnju+xzdcu1DREQdACygQteXvM794npn1PXNVVrH3jPnJP7ENnstDrlodZs3p1MxK5J5Keno7bpQ3UknsNo+8tDzLtzeVMeX0JvWfcR2RqR+3cT+xj12ev8+2DE/ju2Ts48t0nXNj5E6A5ZJ1I/5rKfE2gbgqNZMxjbxMc04oRD7/NoDnPoTdZKDx7mB+euYVT6xf5kVMVFbPHstfbOuVxk6UsV9NnBMcm4XbXrYJ4RekquSf2s/LpWyk6fwyDJYSQ6PgWt48tWbKU8IRUjJbmhbXJcv3guythtIQSEpfiezxw7otYo1thK8rBWVWGqqqcWvs1xRePozdb6X/HU4iC0EwVhgeCgCgKSKKgOWDpJHQGPZIExad3c+jrP7P2+akc+MeL5B3diuJ2EhybQucbZzPumS8Y+cR8Wo+8BUNoLLKiIgqirxpStwQgCAImswGd0UzSYM304PRP//Ab5DvsTtQ61yQoyOQL9/PCa9ebc3wXrpqrG1EIgoA12Exa63gSkqMxGPQYgyPpMvkpJIOZissnObv276hqLclRVRVXTQVVpfnYbeW195qqotQ4SA01YjH4B/2dObCd1+8Zx/KF8xg6qL/fxEPPnj15/PHHSUlJIT09nQACCMAfgvp/YboxgAD+h6AoKpsOZ3Exr3HtQ2Nwq1CuCH6VDFGAUFFtMtjv7OXSegF+jcHhkskprkJWVMqyjnNs6UsIosSoxxdi8aR+RwSbOLb2C/at+IhWXQbS+6a7+eHN+1FkN/2m/5b4vjdyYvUCzm3+luCEdvSZ+9a/znVKAAUBnU5Cp5fQ6aQm96WTRIxmAw3NfMsOGyufmIyrRhMs97nlUdqPnonTVoHLbkNvsmCwhHichUASRVyKQkVuBhd2rubSjlVUl9bO6ofGp9J2+ERa9RzOd3+YBarMhAkTWLBgAfHx8fX2n5ubq2U3rFmDaDAhO2owWkO59YMNV82v8EIFZLeWg+By1LDpL4+Sd3IvksHI8Ade59Cyv1Ny6SQ6nR4VlalTpjJ9+rR6idw6g4mQxDYUntXaWLreeBf9fvFbhLqkVYXKwstk7N3Apb0bKDh7uF6ZLW3gOC7t3YAquxEkiZue/5TItC5+A/Gqolx2zH+BvJNaXkh8lwEMmvOsLxH98pEdbJj3EOFJ7bjpZa1K5qwq5+j3n3Ay/UtaD76RIb960f86qCqn1n3Lvq/fQpVlwpPbM+K3b5J9cDMHvnmH7KysZuc5JCUn03vWw3Qa94urX39VxdlIy1RdXNq5mt2f/BHQhP0hMa0o9wjbAUJiEqksykNVZAb88mnaDJnoGxRfy9+S4naTd3IvGfvWkX1gE66a2rYiS1QCyf3GktxvDKGJbRE99zeC4GvXUxTVlyPh8gjRVbTPH8GzXFFhBYLsZPs7c3BWldJzxqOkDZnk24+XkAiigE4SUdwKFcUVvvMSdSIb3pxDRV4GA3/5HGkDxjf7/FRVxWl3UllcQY3NTlnmUY6veBVVkUnqP4XE3jeRf3IzhcfWU1Vcm/MRHptEuwE30qbPGNqnJpAUHYyqQo2qaeLOHNjOZy/dz/hGMlcA8vLymDt3Lunp6fzwww+MH9/84w4ggP92BIhGAAH8G/FzSIYXsods1J0wFQQIEVX0jYw/KmucHD5f2Ox91CUbx5b9ibLMoyT2HE3vWU/grK7AqlfY9PEzFGedZcD0Bzm+cQlVxbmk9h7BkLufp8LmwlFVyrrX7kR2Oeh+6wtEtut7zedcFzqdpM3Mev4VRQFXM11gdDoJYxPBXQKwc/5zZOz5CQSR6e+uxeBpA2sI3nwDt6L1sbllhaJzB8nYtYpLe9b7tBt+60jabOmUKVOYMWNGnQH+EpYtX44o6XBd0X514/OfENu+Z7PO0QvZK7B22tny3pNcPrIdQRRRFQWDJZQJT88n9/huzm1cQmkdh6rwhFTajJxOmyE3UZGbweoX7/K91m7kVAbc8QSSTu8TvAuegaYAVJcVkrl/E2c3f0fh+WP1jqlVjyF0mziHqNZd6xEnVVE4tX4RBxa9i+x0oDdb6Hf772g9+EbKss/zwzOa2Lj75Hs4v3Gp3zEHhUbQ5aa7aTP4ZgyWYNxOO7s+/TMXtv8IQNqgCQy6+xkkowmnrZIVj9/MqBHD+G7lyiYtbt1uNxMnTWLDpi1MefMHDJbgq153p9N11ZbG/JN72fzOw6iK7Lsfpk2bxvTp0/3TyZctQxBFhtz3BgndBuENC2wu0VAUmcKzh8nYs5as/Rtw1LGhNYdFk9R3NMn9xhKR2rnBbfpIhAd6nejZrors+QDyaoYURaWyqoYam5OcPd9xZtXfMYZEMeaZL9EZjFpTmyd/xGwx+qqszmontgqteiGIAuc3fcWxVZ+Q0G0ww+97vVnn6YVOEjDqREoLKyjILyX36AbOrf1Qe81gRFVkpk2d6nedlyxZwtJly9AbjPzm9/Po2mewb3uVlRX8YfZ4Rg4fxspm3CuTJ09m69atZGRkEBYW1qJjDyCA/1YEiEYAAfyboCgqGw9ncelnkAwvZBUqFH/LRdDaqwyNjEEOni/AVtNwv3JDcLplLhdVUZZzjsPfPA2ANTKequLadhudToclKpHyvAyCoxKY/PQCRL2F0iptoHzk+79zafsyQhI70HvOmy2eiRUl0Z9YNJIb0ByiofcIaK+GDW/82jeLP/zBeST2GNL4woImHPUOvDSLUQGjQeDU+qUcXv4R9sr6eoCQ+DSqC7P82qjC4lNIHTaF1EE3cPy7+ZzdsMj3WpcJtzHgjseveuxXQlE01yPZ5WTt6/f6zqvL9XfQ55aHAW2g6LCV466pRmc2Y7CE+t6nMxuXsvvTVwiJT6UiLwNUlcQegxl63yvoTUFa+aSuY5knQ+Tg0g84snI+1phEqgoucyXMYVEk9xlJcp9RxHbohajT3hcVlYq8DLZ/9DxFHqLSqvdwes94gO9+PwNRFBFEkWlTp11RhdEGizqDib63/Y6TP31NScYpBFGiz6zf0mn8rRoZ8hxrxoFtbPnrY9os9fz5jVeX5s4lPf0nhj04j4Rug7ScFNG7nfr3ssvnmtU4yrLPseH1X+Oy2xBEkQnjJ7BwYeMz5bPnzKk9hq4DG0xHrwtVVSm+eJyMPWvJ3LeemrLaCQZjcDjJfUeR0m8s0W17IPhcqxryndIgAKIICAL6On9/V+ZJqKqKrChU2xwIspN1f7qdmrJCuk17iA6jZ/nIiKqqGAw6DAad7zyqSqqQ3S5AwGXLZ/VLdyBKOqa89j0GS0iT17MuDDpJCxQEHNVOcrILOLTkTYrP7mTChAksXLiw0es8x3OdH3zhPR/ZWLfiC5YsnEdWC6pfycnJzJs3j4ceeqjZxx1AAP/NCBCNAAL4N0BRVDYcyiQjv/LqCzd3myqUKyCr/oMOq6hiamA8nltS1WxNiBdOt8yx/ds5vvINUBWmTp3GjBn1Z10B+k9/kM4jpyHLKiWVGtGoKClgy1uzUdxOetz+IhFteje6L0EQrqhWNJxO3BCuRjSMRh06/dVJRmnmaX56+S5fy0hk666M+/38Jo9DFLUWKllWcDkdnN/6HSfTv8BWrAm/TcHhtBl6M6qiciL9Sy1Kuw6SB4yn49hbCW3V1refitxLrHnhVt8yppBIfvH+T81un6oLRYXq8hK+f/oW36BTECUG/+qPpA2agFBnwHxlDsPOhS9zbvMKut58N5FpXdj296eRnQ4iUjoy6tG/YA6NajAv8cfnbvcM9LUKijEkkr6/eJTsQ1vIObLNr//eYAklqdcwkvqOJKHLACSDEUV2c3zV5xxZ/iGK7EZvtuC2V191sDh7zhzWrF6NqqoYg8MYfv+rxHXqh68LCI9IW4WcozvZ+fEzuJ12pk6ZUm+We9ny5egMJgbc8xJxPqtVoY6lap1qjqAJ8WW33OR7VF1awLpX5lBTVoik0zNu3NgWVVVufnUFhiArV150VVUpyzpLxt61ZOxdi61OOrw+KJik3iNI6TeW2I59EKWG96WqapOEQxJAr/fXLsiy4quseiscTrsTWZbJ3PkDhxbNwxgcwfg/fovZqlWDvMRF0uk0PZiqOaaVFJajKgpBFiPrXp1NRe4F+t/+B1pfd0OzPwdMBgldHTJkt1Xw7eOTGD1iGN99991Vr/OkSZPYuGkzD/3xA3Q6PR+++hijhg/h22/rO+81hlmzZnH48GFOnjz5LwwpDSCA/38QIBoBBPAvhiwrbDiURWbBP49keKGoUKGA+wqyESSqBF0x3nHLCntP5/kGBM3B5dP7WP/p84wfP56FTfQnz549h/SffmLsfa+S2Lk/ReUa0XC43Bz/4UOyd68kJKkTve9+3fflW7f9SacTEa9hEF333Bo7K6NRj07ftMWvF7sWvEDG7jW06jWCnKM7UNxORj/+PrEdr9L25XJyZvMyjq/+nJryIkCbte924110GD0dncGEW5bZ/dmrnNmwRBP9Fudo9rQAgkBsx76kDrqBxF7DKT5/jM1/eQhRb0BxOQEY8eAbtB44plnnUReqqrLx3Se4tGcdwbFJRLXpysUdq0EQGDT7GdoNm+y/fJ0r+cOzt1KaeYbhD75Oct9RFJ4/xsa3H8FRWYolKp7Rj75LaGKa3/rVZUUs/e0Ev+fGPvs5EUntAJBdTgpO7SP74CYuH9ri186jM5pJ6D6Y5D4jSewxGFtRLls/fIbKnIuMHz++WYPFiRMn8tPatVz/xy+IaNVOIxmix+bV5Z9/4Kyu5MKOH7mweRllHgcr8FaXppI66PoGW+cE/FOzVUWhutrheyx6RNiCKHiqMAJuh42Nb9xL+eXzGEMicFdXtFgn0nP6Q3QYM8v3fHnuJa1ysXetVnGqcx0Tew4jpd9Y4rsMQNI33i54JRojHAJaa5Ik+p+7LHvzOvyvhaS6WfunO6guyaPj9bNpPXQykgSq24kqu1HcLgRkVMWN7HbhrK6hxlaNgMzlgxvJOrCJkPhUWg+eiOJ2IbudKG4XisuJ4llfkV2ef93a34kqa489y1eXFuGoKiU7O7v51zkpCVmuvU+8QYLNxaJFi5g1axZFRUVERkY2e70AAvhvRYBoBBDAvxCyrLD+YCZZhc0LOLsWqB6y4bqCbJhEFYvgH2h3LqeUvJJmisJrqlj26l2MHjm8Wf3JkyZNYv2mLcx4eREVTm1Zu9NNVVkhu96di+J20f9XrxPXsa+vL/2fhYaIhgAYzYZm76u6tIAffj8FVZEZ/8ynXNj+A2c3LiG2Uz9GP/Zeg+u47DbOblzKyZ++wuFpkQqKiKXHxLtpP2IKkkFLMFZVFbdbpuDMIdL/NBedKYguN8/l8OJ30ZmCcNtr3xOdKYiwVu0pOneI6Pa9Kcs6g6umCn1QCDPe+g5TcPOcj7w4s3kl2z56AUHSccNznxKe3J49n7/OmQ1LAOh/x5N0HDPTbx0VFdnp4OvfDEOVZaa+9YNPmF2Zn836eQ9RmZ+JISiYEb+dR2zH2krV2U0r2PXJy77HrYdOpt8dT9U7LlVVUWQXReePcvngJrIPbqamjsOWqNMT26kfktFM7sFNLRssesTbncf/AkHQxPENBefVPRZHVTnOGhu6OoJ/VW2qUlZb3aiptjfpMqW4Xez5+CmKzh7AEByO0RTE9SOH8O2331z1fLyYOXMma7ftZdhDb5Gxdx0Ze9dSllWbgC3q9MR17k9it8FEte2OIIqeAbdnMO52orjdtQN234D8yt9rl6v7muKuM8D3/sguZJdnOZfncZ3l1au0kf2rodPpmDp1aosqEjNmzGDFihW+tsa1a9cyZkzzCf7atWsZN24cFy9eJDU1taWHHEAA/3Vo3jRfAAEE0GLIssK6g5lk/wtJBniF4FCpqDjrkA27IqAIKsFiLdmIDbc0m2ic378Ot8vBggULmiQZoH2hz58/n6TkZM7tSidxwEQQRUSDnqCQFFIH3cSFrcu5sOErErvUT/z9Z0NA8/YXG9F0NIRzG5egKjLR7XoRmdIRU3AY57YsJ//kXoouHCOqdVffss7qSk6vX8Tpdd/4ktOtUQl0u+mXpF13IyZLkNZCo6p+Mobodj2wRCVgK8pBp9dIiNtRw+g/LCDv6E4u7VyFrSiHonOHACjNPEVMh97kHN6Gq7qCn954kBue/QidwdR4j0sdVORlsuuz1wDoM+M+Yttpbk/973wSSW/gZPpX7Pn8NWSXgy6ewELvFSzNOosqyxiDwwmKiPW9EhzbignPLmTTXx6l8NwR1r1xP9fNfZ60QVoV48SaL3zL6oOC6THtAf+DUkFFG4CKko6Y9r2Iad+LnjMfpjTjJNkHN3P54GYq8zPJPboDnU7HtGnTmkUyAOLj45k6ZSrrNi6h87hbcLuvbjUrCAKm4DBMwWFXzOgLNH6hVY/TkbvJ7auqypFFb1J09gCSwUTv259h1wePMX36tGadjxfTp09n8eLFfPf7qQ2+rrhd5BzZTs6R7S3a7r8VooSk0yPpDUg6A6JOj6jTI+m150RJD4KEZDBQfP4YLruNiLQuhMWnInpel/R6REmP6PlX244OUWfAYPRsU9LjdjnY9uGzLU6BnzFjBkuWLPE9vtbMleDgqxsHBBDA/wICRCOAAP4FcMsK6w5kcrnoX0syvBAECBahSlF9CbYATlWgQtHIhih4ksLN+quKwlVV5ezuH5k2dWoLB3hTWL9tJWkjZwACLreMrKi0H3Mrl3b8QNG5QxSdO0RU254/42ybhiCA2WxskZ7BZa/m3JblAHQY+wtUwBIZT9qACVzY8SPHf/yU4Q++iaOqnFPrvubM+kU+nUFwbDJdbvglqQPHYzRe0aIiCAiqivctEQSBtIHjOfbDJ+Qe30VYUjvKss5SmXuJLjfNpvMNv6To3GH2fvEqVflZuO3V5Bze5ttc0fmjbHjnKcY8Ng9RlJokG4rbxaa/PY3bUUNc5750velOAERRQK/T0ecXjyAZjBz7/hP2f/MXZKeD7pPmascJFF/SEsUj0zrV6zU3BYcx5sm/sf3D58jct4Ftf38GW0keprBoKnIv+ZbrPvU+j6ZAg1ZAb/igBUEgIrUzEamd6Tb5N1TkXiJj1xpOpX/e4sHi9OnTWLx4EWUFBRiDQz0i7uZpfryicVVVURCaDJx0u2WcLk3E3Fiw4pk1n5C97ycQBDpcP5fSDO26Xms6+VUO3m/gLep02uO6A3PvQF2nR9Lp/ZfzDPxrX6v72ICk0yHoDL7XdDptu4KoR9QbEEQJwbOdmiobuYc2kbFjJdVlWjshikxwRCtShkyi3bCJGIKCfddc78nUcDmcqCocX/0Zh5d9gMFkYeDs55pz6n76jKrCnJ91nRNT2lJZXsKSJUta1Dq1dOlSOnToQERERIv2G0AA/60IEI0AAvgn499NMrwQBLCKIKgqdqV20ONSBcoVlVAP2YgLD+J8TdOicEd1BaX5WUyfPq9Fx+CddXXbKtHVcYsxh8WQMvB6Lm7/jlPp/2DIv4hoiIKAKcjgF8TXHFza8SOu6kqsMa1I6D7EYyEKnW+4iws7V3H58FZ2fvISWfs24HZoFaHQhDS63Hg3yf3GaIN+NEGsThT92tW8KmQBARWV1EEa0cg7tpO2I6dTlnWW3GM7SR14PYIoEt2+F9aoRKrys0gbfDO2ohwKTu/3bS774GaWPzGD62b/gbhOffzE3HVxcPlHWkhdUDDD7n3Jd4zeQ9LrdfSa/gA6vYlDyz7g0LIPkF0Oek67D0EQKL7oJRqdG9y+zmBi2H2vsv/bdziZ/iUHF72niSE8CE1sQ9rgm7UHdaoYzYEgCIQmpNFm2GROpX9+zYPFmsoKRIPFf9uiRz8hiLU6Cq+y+4pjkARQFBGlgRYqVVVx2J3eRyiK6rnvVOzlRVTknCdz14/kH6sliidW1rbgXetM+YB7/kxEQioKOkS9Hp3BiKTTozN4CIMo+Wed/JMgCiBJIqqioqi1mgztvGttcBVFJef4LnZ9/Ayy096InezfOPnjQq779Z98Tlput4xOJ6E3GnA5XaT0G8vhZR+Qf2of9ooSTCFND9yvPGO9WXvfr/U6/+61T9j841cs/eoj8vLymt22t2zZMubNmxcQggcQgAcBohFAAP9EuGWFn/ZnkFt89VTbfwUEAawCCKjU1CEbsidFPERUiQ4N4lJeRZOicJejBrj22cCa6irMJiuyJ+wLAdqPuY1LO3+k8Mx+ii8cJbJ1t2s4w4YhCB6SYTbWGzBeDYoic2a91sPdfswtmlMSgKqiMwURHNOKyvwsLm7/QTvHpPZ0ueluknqNqFc1URQVVRtrIgr4htZ1ss8Ib9WW0FZtKc8+h+DRj+Qd340iu32OQN7Qv6S+o4nr3J9zm5dx4Ks3tYG8qlCec5HVL99DcEwr2g69ibZDbiI4JtF3HHmnDnBk5UIABs99Fmtk/UGSgJaL0GPKPUgGI/u/+QtHv1+I2+mg7y8eofjiCQAiUzs2eu0EUaTPLQ8jmSwcW/mRn6NWr1kPI0m6JqsYV4POZAaufbDosJVjifS3rlV9GRBXkAfPPeQTcHsE3Voat+jJxqhdx17jRHa5qCrIpCLnPJU556nIvUBlznmctgaIvKqiM1k0e1rZyeLFi1s0U75kyRJC45KJ73IdJqMOh9Nf2C7LIMtuXGjaAkHwF6Nr5Er42QNgQRSQEBAVkFXFl9Iuotnu5p3Yxbb3Hmf8+HENGkjMmDGj1rb3r48x7IE3Seg2CEVWkAUBSRIxGPRYoxOJSO1EyaWTZB3YRLsRDbeM+Zy/xDrnpoLeHExYXHKLKxJLliwlPimNMIOTnWuXo6oqs2fPbpYRwT333ENQUBB33nlns/cXQAD/7QgQjQAC+CfhP00y6sIiamSjug7ZUDxBfyGiyP9j7zzDozivNnzPzPZV7xJICFFF7x0MBlOMDQYDdpy4k8T57FTbKW6JHfeSxHEcJy64NzrY9N5771UI9V6378x8P2a10korIWEcp+x9Xdhodso7s7vifd5zznPio8wt1mrojd9sgicYTHhlBVmpt7/URyaQOngyl/es4NSaDxn+41f8q5CCAAg0uzp/JSRJwmDSE9Rr9QrkH9lObUkuBksEHYdPBcBWVsiZNR9zYftyFG99mtngO39L5zG3tDhZ85elCyCqDcRGndJQIW3wDRzLPU/ZxZMYrBG4bdWUZZ0gvnNfAOzlmtCwxCQAkD78Ro4s/Buy20n7gePJPbABgJriXA4t+geHFv2DpMxBdBlzMym9hrLlrcdRVYUu102n47AbAgfYaM4vSQK9b7obyWBk70cvcWrNp3icNipzLwAQmx48ogEgyzIuu52CRnUBksFEeGL6FYqpr4zBGklUcoc2TxYXLFiATqdjy2s/xhrXjrTBk2g34HrCE1KbP0gFRVVBUZEbiRBVVXHaqqgpuEh13gXKc85QnXeB2uLLqHKQLuC+yAaqSnhyBuHJGZSe2Y/bVlm3A4sXL27bSvmSJfSc9hN/c0RRFK5YG6LKWtPGwLEFE1Rim6MgggiCIiCJqr8Xh8tWza63n2DSpIkt2vYmJSWxfNkypk2fzoa3n2Dai0swWCM0e2Bf5MRg1JE2aDzll06RvW8dXcbO1EQFBCwm1HUtl9C+e9VFueQe2UHesR1UFeexaNGiNj3nJUsWc9+PHuTRH99OSUkJaWlprFu3jltuuYV33nmn2Z4rP/zhD1mzZg0rVqwINesLEaIBIaERIsQ1wOOVWXsgu9WF1v8KLD6xYVMa/qMMVbJATHRYi2M1WiKITky9itXAhUQldcBgjQw6Ceo04Q5y9q2i5PQ+yi6dILqDbxLr37W+BBfq5hOCPyJQt7HhlEjSSegNOtrg2hvA2fWfa2O7bgbOqjJOrf6IS7tWovgmkPFd+qJ4PZRlnaQ86yTCdTNaPqFKfV6/AEIDq1ABAUVVSBs8gWNL3qL0/GFS+o4m//BWCo7tJL5zX9yOWr8LlSVaK8LWGUwk9x5B7oGNhMUl02X8bZzb8CWCKBGT1oWy7DMUntpP4an9CKKEqshYouMZ+oOHW/UMRFGg16Tb0emN7Jz3R85vWQqAKSIGS3RCkHtU8XhkvF6Z/Z+8RFnWCSS9EdmjWbzKbicbX/4Ro3/6GhHJ6a0aQzAEQaDDqOksWvRmGyeLS/wWpbbSPE6tmsepVfMwxySRNngi7QeMJyIp+LhURaa2JI+q/PNU5V3w/TmH02db3BjJaMGa2JGwpAzCkzthiojixKI/47VXYQiLprYom5qCiwDozGGYoxKwleajyu5Wr5TfP3cukt5I6uBJ2hhVTSw0b+rcAi0IKoT6yEeAPW8zwlpRNauDusyzS7tW4nU7mddKA4n3fAYS57Z97XMIE/B6ZERBQNLryBh2A4cX/o3is4dwVpViiorTIksN6mYUj4fCs4coPLaT/OO7qC68FHghSdfq5zx37lyMJhNffvoBVVVV9O/fn7Vr13LgwAHmzJlDWloaM2fO5NZb65tFLlq0iMWLF2OxWFixYgUTJ05s8b5DhPhfIyQ0QoT4hni8Mmv2Z1NU8e8jMuow+8RGrRI4UVD0BqzhJmy+xnqNEQSBLkOnsmjxu21edR004/9QnG48Koi6QGtZa2wK7QZOJHffas6t+5ghc18Ieq66aYQ2n1ADNzYQIwaDrl5kNOpS3RrKLp2k5NxhBEmiuugyK5+6DVXRJqgJ3QfR+6Z7Seg2kNKLx1n3wlyydq2k17S5WBu4MDVB0KJHoq+Dc10go25sqqpijU0hrnNfSs8fQfK5TxUc30WfGT/B4YtmGCzh6HyRJYDUAePIPbCRnAMbmfLMlzgqS8g9sJHqolwm/uZNyi6e5MSaz3FWlQFgryhh6WO3a6lVo28iIrGF1XwAQaD7+BlIegPb/vkkqKomWmQvok7v76+hKAoetybCzqz9lOw9q0EQEfUGZI8LY0QMeqOF2pJcNr78Y0b+5EXiu/Zv2xvjw1ldTt7hrW1KX7l/7lzN3WnOoxQc307h8R14famAjvJCzqz5iDNrPsIUGU+7/uOIatcZr8vhFxbVBReR3cG/F5bYZExxHbAkdMSakI45IR19eLz/dXdNGSc+ehSvXUudctdqET69NQrZ7cTrqKXGodVuGcKiWLNmDdOmT29Vd/JhP3rRXzytogmNa46qosja+yw3eknSiRh0kl941KUX1q0AqKrKxa1LuHVmWx3CZrBu+1K6jL0Vg9GAIAp4vF4knURUchqxGb0ou3ic7AOb6Ha9tujhqCoj78h28o7tpOjUPrzO+iiyIErEdepNSq8RpPQcjr2ymDVv/eaKz3nu3B+ydu1a9Ho9VbW1DBs2jFWrVhEVFcWkSZPIzs7mo48+4u9//zvz58/3H9utWzdee+017r77biIj22Y9HSLE/wKhPhohQnwD3B4tkvHvKDIa4lKgppHYqLI5KSyuQnUFd6Bqax+NadOns3HTFmY/twBFMlPjcFPr8CDqdJjMen89Q21JLptfvBtUhVG//AdRqd2u6p4Cun23WGzsD4X40i7qX9ny119SeHxXwN5JPYfR86b7iOvUB7FBkeuGV/+PotMH6Hr9HAbd0XykQKeTECURsa65Gdp8TJa1Xg5erxdZVjm3eREHP3uFiJROVBdcBFXlpheXUpV3gW1vPExk+85MevIj/3m9LgfLHr4R2ePihsffJyI5na2v/5KSc4exxCQw9qcvse6lh/A4bcR17EFV4WU8jnpDgqTuA+g8+mY6Dr3BXygbKMzqflBZ8cxcik5rBehpA8cx+ifPI+r1eD2yP1KQf2Q729/6Dagq7QeMI/fgJgB63jyXztfNZPvff03ZxeOIOj1D7nmCtMGNUriuQPGZg+x+9/c4q8sQdXpQFCZNmsh7773Xqkl5YvfBACiyl9ILR8ne9TUFx3ciux1XvLakNxKRkkFkSici23Umsl1nIlI6UusAV5Dvi7OqmIJ9Kyg88DX4hCqCgCDpUb1u/356axTR3UcSlzma6A7dqc4+yplFmr1wc93JJb2RQfc87b8fwDfhB6dHvtrylzYjiQL6BgsHbq+sRS190Q+3rYqvfnPTVTe4m/nKSiRzODqDHkEUMBh0SHodR7/6kH2f/Ymo9l1o3280eUd3UnH5dMA5DGFRpPQcRrveI0jqPhhDAyMKgOyD29j/yR99z3kms2bd2uA5L2LJksUYjUa8Xi8ul4uxY8eyfPnyoBa1qqpSXl5OTU0N4eHhxMTEhAq/Q4RogZDQCBHiKnF7ZNbsv0Rx5ZUnLv8OuFWolhsWiCtaUbjLg+J0BT1G6wz+ByZPmsi7La4GzmX1mrWMv/cZ0gaOxuWRqba7cbi9eL1arYak12EyG5B0Eoc+fZ68A+tI7DWSwfc9G+TKLWM0GtDpG0RL2uhqVHH5DEeX/IOik3v821L6jqbHjffW1yT4HpXky10vPLWPja89hKQ3Mu3FJZgjg3f91enrV311kuhvxSArCl6vgsftQVHBVVvFskduRFVkotp3oTL3HAO//2sADnz6Msm9RzD6oVcDzr3zn4+Re3Az3SffRZ8ZD+C2VbPxlZ9QXZCFZDAiu10kduvPlCffRfF6yN6/kfNbvybv2C5/uonOaKLD4PF0GTON5B6DGhS01382Fj86k8q8i4iSDkX2ktJnBCN+/II24Qeq8i6w4aUf43XZSR9+I3lHtuGx1wAw8alPiGqXgdftYs+8p8k7tBnQrG67Tfz+FSdlqqJwatWHnPjqPVRVISKlIyN+9Bz28mJ2/P0RUFVmBnEyqpuUD/jB45gj46nMO0d13gWq8i9QlXc+QHS1hN4cRrsBE+g4fCqR7bv4x+t0urHXOnF7NSGhqirV2ccoOLCCirN7aW7GL5nCiO46nOjuIwlv3xNJJwXYsHqdtZQc20zJkdXYSnL92yMSUmk39GZSB0/CFBaBKIn+d0ivE5FE0W8f/a9AkgT0PvMCFbVJMbqtrIC1z9x+1Q3ubn52IWGxyf7fFYrHQdGpfVzau5ZLezc0OS4qtRtJPYaR2HM40WndMDe2lvbhdrnxOD2IsoPyk5s5s3UpRTlZ/te7du3G2LHX8cEHH+B2u5k0aZI/FSpEiBDfnJDQCBHiKnB7ZFbvv0TJf4jIqMPjExt1X/riKhtVNjeqR0ZxBE8XyTuzn62fvYC3hVVXnd7ImO8/RruuAxF0OrwGHVW1PqHRoBhVlhUEScRbXciOv/wQVJXRD79DZLvOrRp/s92+Wyk0yrJOcHLF+xQc2+nfZgyP4rqfv05Uapfg16yzbFVV1r1wP+WXTpI55S76zfy/+ql5g1CJXi/5J+86naRllqigqJrQcDrrV8S3/e1h8o/uIL5rf0rOHiKl72gi23Xi1MoP6DRmBgO//2jAWC7vW8fud39PWEJ7pjzzJYIgYC8vZvXTd+B12hFEkRkvLyYqJT3gOFtZIee3r+D81q+oatDnwhqXROdRN9FlzM1EJKUBAh6nnY/vHwmqynU/fYnt/3wK2e0iofsgRj/4Ch6XnQ0vzMVWVkCcz4r30k7NkcsUlcDNLyzxFxYrisyRhX/jnM/Vq9N1M+h/2y/97lqNcdZUsGfe0xSd3AtoRfADvvcweqMFURTY/PovKTi+C0tUXH1vBsASEYM+Mg7Z5cJWmutPfwt4H0WJ8KR0Itt1IjKlM5HtOiHqDBSd2kPO/nU4fE5fDdFbwknpM4a0YVORIlIRBAGHrZaiY5soPLASR2lO0PsQDWaiOg8luvtIIjr0QWhwv4IgoBNFGrd5UVUVr6MG2e1AMpgJi4hq4momiFqUzGLSodfrUVDxKlrx9LeNJInofdeRFQWPN/D75qqtZOXj0686ojHj5RW4asrJO76L/GM7Kb14rMn7GJHSic7XzSIxcyimBkJfFAQMeqnxqZG9Mk6b9nstJtxEcoyVOKsek7uGXqlh9OzUjk2bNnHHHXfg8Xi45ZZb+OKLLzAaja0ef4gQIVomJDRChGgj/6kiow6PCtWKgKqC0+Mlp0RbicarINuD35PLUcuFA+s5t2cFFUX1k6voxFS6DJ1K54E3YDDX9yuQdTqq3EoToeF/XVY5teQVSk5sJan3aAbd+8wVx32lbt8tORyVnDvMyRXvU3Rqn/9sgqTVH4x66BVSeo9s4bqif7E/7/BWtv/91+hMFm5+YWmTFI26upG6ibYmNLSULUVV8HoUXC6PX+hl713L7nefwhQVj7OyBJ3RTLt+Y8jes4betzxA5pRAm0yP087yR25E9riZ+MSHRKV2peziMTa8/GN/xKLjsImMfejFpg0LfVbDJReOc37rci7uWo3bXr/Kn9itP53H3Iw1OpG1Lz+IJTqB2a+vpuD0ATa+9nO8LjuxnXqDCmUXj2GwRmI0W6gpLfCfwxwWSbcb7yF9+I3+egKAsxu+5PCCv4Kqktx7JMN/+ExA/QlAyfkj7H7nKRyVJVpk4o5H6DhiKoIgoshe7MU57P/8TxSd3oc5JhnZ7cBdWxn0PdNbIjRB4Ut7ikzpRHhSByRd8FVvAFtpPjkHN5Czdw21JU0FhGgwYQyPw1FZBHLwdENrcleSh95CZMYARJ1Bs35V8Ne3QH2ETBAE/9+D3oMkIUnBXzcaJAyShKqq1PqEqygKiJKIJIla6p7o+3sbGle2REOh4U+baoCtrJCtf/ohN0+ZFFDDcCXmzJnD16vWgt7UROxFJHUgpc9IUGROr/+S6PQejP3lW03OIYoChkb1YKqq4qhxoKoqBr1EpNVAemIkHWPNTB+URpjZwCeffMLdd9+NoijcfvvtfPTRR+jr0jFDhAhxTQgJjRAh2oDL42X1vmxKq/4zRUYdXp/VrapCTkm1lusNICvIdmeAq0tDVFXFZa/B47KjN1owWsKDpsJ4ZJlKWcSlqMhBhAaArTibvW89BKgMefBN4tK7NysiWtPtu7HQUFWV4tP7ObnifUrOHdbOI0p0GDYZc2Qcp1Z9SHhiGpP/8NkVuojX+/OrisKaP95JVd4Fek37ET1vuq/J3kajjjpl4o9ooE023S4vHo/sd6Xyupwsf/RGvC4HhrBI3LVV/jSqofc+RYdhk5ucf8dbvyPv8BYyp9xN5uS7WPPMD7CVFZCYOZiSs4dQZC89p/yAoXc+0vgBBfzodbu4fGgL57csJ+/oLv/zEyQdquwlvnMfJj3+LqIoUXL+KOtf/ak//UiSJBAEZs6YyezZjZuxLUZnMDF07jMk9Rzmv17uwc3smfcHZI+b6A7dGf3Qq5giYlAVhdNrP+X4srdRFZmwhFQyp9yF1+mgMvcclbnnqM7P8jtaBb41AmHx7QNqKSLbdcIUGf+N8uYdVaXkHdpE9u6VWv1Mc/j6mgAkj5xD+5G3B92tzv41SF9AJEEkWH/JxjURDTHqJf/E2u70IF/hn3FR0lKtAoSIJLapoLxOaKiqistTH2mwVxRzdt3HXNq9ElX2IkkSubm5rTaQSE1N9df9iDo9cRl9Sew+lIRuQ4hNz0DUSbhqKljy6E2gqkz6/ZdYYrRzq6qK21aF6nVhtlgxWCPrU91sTmRfmltUmJEIi4GRPdsxLjOBxHAjb7/9Ng888IDfaODtt99uGikNESLENybkOhUiRCtxebys2nuJsurgKUb/SegEiBJVra+GxYizylfMLolIVrMW2QiS+y0IAiZrBKZGK/mNkUSBmtIa9BHWZvexJnQgvsdISk5uJ2vT5+hveRSdQYfZbECnr//VJIoCJnPru32rqkrh8V2cXPE+ZVkntHNIOtJH3kTmpDsxR8ez6snbgPoGfVc4I3XCQRBFMqfcze53n+Lshi/oOuF29KbGudyBHv/1dryCzw5Ue46qqqAzGknpO5rLe9diCo/GXVuFrUyLEJijEwO0Qd1Z2w8cR97hLeQe3IS9oghbWQHWuBRGPvAiBcd3sOudpzix6hOssYn0uvHOpifwnVNnMJIxbCIZwyZiryjmwvZVnNu6jMo8LX+95PxRFj98M51GTqXTqJvoPHYGp1Z9jCAITJw4kXnz5rXcjO3NXzPqwZf9YqP9gLGYIt9gx99/Q0X2ada/MJe+s37KqVUfUplzFtD6b9QW57Dvw+eavAuSwYwpIgZbaR7hiR0YcMdviEjOaBIZuRZIeiNuRy2OZixt/fhEhj4inrCUTFRFRhCbTlbrBIYkiih1TSx9yKri60fRyBlOIcDVKeCyDT4XkiT6J9TNociK1k+jcSDGN6aGAqTu58ZCre6nupoQR2UxZ9d9yqXdK/y9ZuI796Mq9wz3339/qwwk7rtPE+qdht1IUs8RRKb3Qac31e8kq6iCgjE8msSu/Sk6c5C8w5vpMGwql/eu4fKuZVQVXvbvHpXcgYxRt9C+/wQQtfQnvSRiNenp2yme9vFhWAwSr7/+Or/4xS8AeOihh3j99devWeQnRIgQgYQiGiFCtAKn28uqfZco/y8QGQ2RVaj0qpwvrPZPggGteNnugGaiEa3hfH4lLhXCosKa3ae2KIt9//gpIDDk/97EHJuKV1YQJRGT2YDFYmx1t29F9pJ/dBsnV3zod6WR9AY6jppG90k/8PeDyDmwkV1vP4HBGslNLy5FZ7hyPnZDkaMoMqueuo3a4lz6zf4Z3W64o34/wGCsT73QUljqx+50uJB99qF1naYLju1k298eQWeyBth0TvnjAsLi67t91+Fx2lj+yFQUn5uRIIiMe/Qt4jr1RQDObviUQ/PfAGDsz14iY9gkmhQq1zf2qN+kapO/xb+ahq2sAJ3RgtcV6KYmiiKTJk1qlc3stOnT2bh5K1OeW4So01OVd5HK3HOUnD1E7qHNKB53s8dbYpKI8nVQtyZmEJGcQUR8O0rOHmDHW48QntSRCb/7oNnjr5bSC0c4ueJdyi4eD+hyDhCW0pW4HqMQJAPFR9ZjKzzf5HhBZyA8tSeJA6cSmd43QHRIolgf3fL1smj8z2/DfaDOXarpZ9+gkzD6ahK8spaieK0RhAapWKKIyajDoNdRXV7M2fWfkrXzK7/ASOg6gN433U9Cl36UntnHhjceZtKkSS3b9t5/P6tXrwZBYPYzXxAel4ysqDhcHpxuGVUFvUmPwWhAVVXObVvKgc9fJSwxFXd1ObLHxa1BTAEWLV6spd5973ESug6iXZyV1PhwBnRJxGrSs/mzv/PkE08A8Otf/5oXX3wx5BoVIsS3SCiiESLEFXC6vazcm0VFTXBnpv9kJAGidQIRJh2VjgbLnQJIFjOKw4l6hdXSZs8tCjhqnIg6HZYwU9B9whI7Etd9OKWnd5G97Ut6zHwUgyihKCpet4xiAo/Hi16va1ZsKIpM7sFNnFzxPlV5WjdryWCi03Uz6HbDHU3coc6u/wKAzmNntkpkgBaZqJuMiKJE5uS72PfR85xe+xmdx97q74XRZIgNG2igBsz3tf4aAok9hmAMi8JVW+lvtgdgjoonGHqTlbgufSn21ZtkTr2HuE69qetJ3vn623FUFHN63Zds/fsTmCNiSM4c1OL9Kb4UN7fD5o+oTH9xISUXjnJ63XyKzxz0jVlg3rx5rW/GlprKqqdux11b1WINTXRad9KHTSYqtQuR7TtjtEaiKApOhwtVBZ2viZzJ90ycVSUtXr8tuGxVnF71ATkH1vmds+owRiWS1H8ycT2vwxAeA4DHVkn+nqW+15MwRMRTm3caVfaget1UZx2iOusQgqQjrH0miQNuJKrTIIQGaYGCAJIgoKpad++6Gg5ZUQJqNxRVRSRYRKNBzUczdRzfFFVVkb2yP1riqigme8dCsnZ/7RcYcRl96DHlXhK79Kci/ywnV80j79hOFFlmzerVpKamMmPGDGbPnu0XAwsWLGDJ0qXoDCai23emPOcch1d+yOi7foskCoSZDViMKg6XF7fiS+cTBFL7XceBz1/DVpzL5ClTmPfeey1H1D58igk/eZG0HpMwGnRYjDre+9PzfPA3zcnt6aef5sknnwyJjBAhvmVCQiNEiBZwuLys2vffKTLqEAVoH6anstYFDWskBBAtJhSHC9XT9hVTURRAharyGgxGXUA6VEPSx9xO6eldFB3fRvqY72GJa4/JZMASZkJVVTxuL263F51ewqDX+VOdFNnL5X3rOLnyA2oKswHQmSx0HjuLrhNuwxQe3eRapReO+Xs7dLpuZhvuJrAbYIdhUzj+1bs4KorJ2rmCznXnajRnURtFiRqHj7VVYx3tB17PhS2L0ZvDcNuq0BktSPrghcuqKuMoLwS0FJ8eN97T5Jy9b/0ZjooSsvdvZMOffsXU379PdPtOQc6lOYGpvnSY8iwtEmSNTcISnUBS5hAOLfg7AHqDkRm3TG9TM7YZM2awdOlSVFVLf4lI7qile5XkAWCKjMNZVUrF5dOkDZ5AfNcBvu7Q3oB+FXVzQXNkHAAeRy1el+Oq06a8bie5+9dxfvMCaoqyA17TmcJI6DWahEHTMUcH3qvscXF6wXO4KgsxRiXS4wcvoLNEoioy1ZePUXxwFdWXjqJ4Xaiyl5rsY9RkH0MQJcLadSNpwI3EdBuKKOn99yVJAqoi+OostCiHV1a1NCtFhSBlAw0/RwKajXIw04Vrgbu2gtxdi8jdtxLZF4WKSe9F5zGzkT1usnatZPeHTzcpzI9M7oglPJq1m3ewcOFC/3adTkd0u85M+cWfqSzI5quXH+Dc7tX0nfwDIhLaA9rvDqtZjwWQJQmPV0bS6dHpdNxwwwSWt5CWlZSUxPJly5g+fTob5/2B4SNGkJyWxBvPPs6C9/8BwCuvvMIjjzwS9PgQIUJcW0JCI0SIZnC4tEhGZe1/r8ioI9xswKR4cagSQqMCVNFsRBGFZhv7NUd9szqV8pIq4pODN7YKT+5EbNchlJ3dS/b2+fS7/beYLXURAgGdJKCqKopXxu6REVSZ/MMbOLP6Y2p9fQf0lnC6XD+bLtfPwdhC/chZn81q2pCJzfbBaNW96fR0n/h9Dn35Z06v/piMUdMQJV1dS0A/ATqjmSRVQRDpMGQiF7Ysru/10LCjeMC+cGrVx9T4nL9kj4uaostEpmQ02k9g+NyncVSXU3z2MGtfepCbnv4Ia0xC/XgArzew4VvZJU1oxKRnoshetv39d9QUXcYSnYC9ophZs2a1/iGhrTAvXLiQSb//FNntYNfbT2IrK0DU6ek35+dkjJrOkUWa/e2RRX/DVlZArxkP0TCIJjT4r85kRTKYkd0OHFWlhCdcodt5A2Svm+JT+7i4bQkl5w4GWqcKIrEde9Ft0j2EpfWiprppA05VkTm37DVqC86hM4WTOecpTOHReGUFQZSITO9HZHo/VFWhNu8sRQdXUH3xILLbgarI1OScpCbnJIgiYUmdSRwwhbjMUYg6PYIIOuoEhyYYZEVBUTUR0Th9qvFHSRIFrjLw2CxeexU5Oxdyec8Kf5qeVnTfldqSXPZ98kzAM9SbLKR0HUj7boNo120Qlgjt+9XQQKK6NJ917z5GRf5FFLeHhA6ZtO81jNzjuzm04gOuu/eJgDEIgEEvYtCLnN+yBlVVWx1Re/fdd0lLS+PAxmXsqcpn9YKPAfjb3/7Ggw8+eA2fVIgQIVoiJDRChAiC3elh5b4sqmqbzyP/byM52sr5/EpEswmhkSe9aDSgCmKzjf2CIYn4Z8pej0xVeQ1RscFFQPqY2yk7u5eiY5uRb74fLO0DXhcEAWQPObtWcnbDZ34bTIM1km433E6XcXPQmVpe3a4tzSfv4GYAuk0I7g7UIoFBDTJGTefkyg+wlRVwee860odPaRLRaHiciupr3te0wDe2U1+sscn+tCWvy+5fsa8TG4Kg9QE58dV7AES270JV7jlyDmxsIjQAFEFi3M//xOpn76Oq4BJrX36IqU+9h8ESjqyoKL60lLqGgipQdumkNp6OPTjwxV8oOLEHyWBi6D2Ps+nPPyc6ummUqCXq9r98YD1nVn2MInuxxqUw4sfPEZPWHQSBAbf9EmtsMocXvM75zYuoKSmg/w+e8EcrGj4qQRAwR8VRW5yDs6rkikJDkb2UnD1IzoF15B/e0sS5yhQRS/qoGXQcMwvJYESRFSormjb2U1WVrHXvUXFuL4Kkp9vsxzDHavUzoiCiNEgLEwSR8PbdCW/fXZtkl12mcN9XVJzfh9dRA4pCbf5ZavPPcmHFG1gS0knsP4mE3uMQdQZ0iKiKViRe5/Bk1Deq1Whk1CCJIqrqxeOoRnY7kQwm9OaIq0oLUhzVXN65iMt7vvY/L2NYNKBqzQ/zL/j3tcan0r77YNJ7DCWhQw8kXVNr2IYGEmHRiUQnZ1BRcJFzO1bSY9Qt9Bt3B7nHd3Nh7zp6j7uN6OR0EAUtcimKoCiogsD5rUu49daZbYyozWTll29hq6lGEARe+etbPPjgj9v8TEKECHH1hIRGiBCN+F8UGQDxUWayiqqQHU5EjAiNUp0Egw5RFFDsrSuIb7wKa691YjQZMFub1mtEtOtKfPchlJzey9l1nzLgjt/4X/O6nVza+TXnNn6O0+cCZAyPptO420kbfjM6kxlV0jVn0OPn3MYFqKpCYo8hRLZrmkZ0JVTUgIiFzmii24TvcXTJ3zm1+kM6DJ0EQRrR1R2nqlqaS+PzgPasUgffwOnVH/kOUik6vZ92fUf7G/55nDb2vPcHVEUmdfAEknoMY9+Hz5J7cBO9bp4bfMx6Mzf8+k1WPH03FTnn2PCXR7j+V3/VGuY1cqESgPJLpwBwVpdzep1WyzLqx38kLqMnABUVFW16ZnX7n/r6fQDa9R/L4Lsfw2gJFJxdrp+DZInm0CfPUXRiJ7v+/iuGzH0OY3hMk2dljoyntjgHR2VwRyhVkSm7eIzcgxvIPbQZj706cAdBIKHbYLpNuoeoDpn10QEVaqrtTQq0AfL3LKXo4EpAoMu0XxLRPtP/mihCkP6AvtckwhI70vmmnwHgKMujYN9XlJ/djcdWCaqCvegiWavfImvNPzDHpZLQZwIJ/SaiM5hQFa1Ow+2V0Umiv6N4wxF6HLXkHFhH9p6vqWnQ/yM8PpXEAZNJ6jceval5QwbfIwFnDdk7F5O1a1mDQn3tw+eq1d5HUacnNqMvMR37E53Wjw5pHTAbWz+NEASBbsOmsnvJG5zZvYLMkdOJS+1Kas/h5JzYxeFVH3Ld938XcIzqMeDy2CnPv8SsWS+3+loAs2bdyoIF8xFFkSf/9E/uve/uNh0fIkSIb05IaIQI0QCb08PKvVlU2/63RAZoq6LxkWYKy+0oDheiqomLhgg6SbO/tV25j4gkiE1SPCrLajAY9EgNIiYCYA03kzn5bkpO7+XyvjV0m3QXxrBILm5fxvmNX/onOqbIeLpO+B7pw25CMhhRUVEU8Li9uJxudDoJg0GP2KhA1u2oJWv7V8BVRjOAJiENoPPYWzm1+iOqCy6Re2gzHYdOaP4wVfUfrqpKE7veDkMn1QsNoOD4Lk1oIIIIh778C7UleVhiEhl4h9Yx/MAnOqrzs6guuEREcnqT66qqiiEynomPvsGKP95PwYm97HjnD4z60TNNbH1dtmp/Stbp9VqKWb+ZPyFt4DhUVSU8LokFCxa0qevzggUL0Ol0eL1ajY+9vIis7V+ROnA81lhtZdrr9eJyekjuMwbjT2LYN+9xqnJOs+P1hxjyoxeJSuoQcE5TlFan4WxgPauqKhXZp8g9uJG8w5sCXqvDYI0kY8xMOgy/GUNYtNZMr8HrdrtTSyVrROnJbVze9CEAHcbfS2z3EU32kQTRn/IUsL2RY6o5th0Zkx8gY/IDuKpLKdj3FWWnd+CuLgVVxVFymewN88je8D6m2BTie44ladBUJIsVWVZRFE1wCL6vT/HZ/Rz8/LkGDkyvNXJgep/LWz6j+62/JrbzwCDjFlAcFZxZ/S75x7YF6aiuYo6MJ6HbEKI69iMiORMVHaIgkBJrxWRo+xQio/9Y9q94h6riHIqyjpOU0Zv+N9xJzoldZB3dSp/x3yM6Kb1+BF4Zj0NLZbvaiNqvnnmVCdNuxawPWdiGCPGvJiQ0QoTwYXN6WLEnixr7/57IqCMp2kphufaPuuJ0IaoqgrFROoQkIoVZNLHRgjt2MFtOVVUpL60iPinaX4cQFm5B0knEduxFQrdBFJ/Zz94P/oC9rAC3rQrQ7E67Tvg+aUMnB3R3FhCQtHk4HkXE65XxemWtuZhBh85Xb5K1fTlel52I5I4k9hh69Q+okdbQm610uX42J1e8z6lVH9JxSFOhoar1EY1gDkJ1RLXrhGQwIbu1iFHBsZ2gCiBCzv4NXNq5AkEQGXrf7/1dtxMzB1NwfBc5BzfRc+q9TYYKmgizJnXiuodeZuOff86l3auxRMcz8LafB+xfnq3VZyAIoCh0GDqRXjdrfQ5URcbj9rB48WIKCwtb3YxtyZIlIOmI7tCFystnqMg+RUX2KY4sfIPYjN6k9BtLQq/RfoetmI69GPmzN9n79m+wl+Wz468/Zdjc54jr1Md/XnOktq+9spjK3HOauDi0EbuvQL4xMRl96DxmJgm9RmmuXtBEAHvcXhz2pmmBVZePc/7r1wFIGnQTKUOmBb2GIIIQWO6CeIW+L8aIONLH30v6+Htx26so3L+C0hNbcVUWAirOsjxytn5KztZPMUUlkdj7OlKGTsejt6KoAsVn97H3w98zadLEKzswffEMvW5/yi82FEcVJSd3cHnPV027oAsC0Wk9SMocRkxGfwzhydTaHIgIqEhIokBKjBXjVYgMAIPJSka/cZzdu4qzu1eSlNGbmJQMOvQeRfax7Rxe9wnj7qyv1VBlBb0vLfJqI2pjp0xDEMCoCwmNECH+1YSERogQQK3Dzcq9l/6nRQZAmNlAmFlPrc/qVnG5EVQV0dTIAUkUfI39nL7OYoGoqorXWYOrpgRVNCAZw/z54h63l6qKWqJjI7BGWJB8y75uWzUmn6tQpa8PhjWuHd1u+AGpgydq6T7NICAgiipqXX67rCA73L5icji3YQHga9D3Dewsg6U9db3+Ns6s+5yKy2coOLGL9n1HNXoW2pGApoj825tGNURJhwwgCDgqiqnKv4DBEs6+T14EIHPKXcR36effv/3A6yk4vovcAxubCA3QbGsdPovY5J5DGX7fk+x85w+cXPUx1phEut9QH90pPnvYP+DYjj0Ycf9T2rMS4NyWJTiry5Akifvuv79F1x+ob8YmiCITf/8p4fHtcVaXkXtwM5f3r6fk3GHKLh6j7OIxWPwGMR17k9xvHMl9ryMsvj0jf/4m+959jMrLp9jx94cZ+IPf0b7/9drJfc8sZ+9qsrYtCXp9UWcgbfBEOo66hfCUzqiqGlRggNbtvaamafG3vTSHM4teQJW9xHQbRvr4ps834JqNohpt6f9msESSNuYO0sbcgddpp+jgSkqOb8ZRlgeoOCsLyd72JdnbvsQYGU9M58GUntjMpEkTW+XANG36dNYvfJF2g2+i/OJBqhvUWYDWiDImvTcdhtxIbMd+KIIBt8Otub65PDhdMhajHp0okBIbhkH/zTpodx12I2f3ruLSse0MsT2AyRpJvxt+QPbxHWQf205Z/gViU3zpjaqK0RpJdHIHFi5c2KaI2sKFC+nQqQsRUdGY9VKbOqGHCBHi2hBq2Bfif56QyAiksNzG+fzKgG2CQd9UbECTxn4uRy0XDqzn3J4VVBTVr5Sao1MI73IdEZ1GIhkt6PQSHTq3w2jS46qt5Pym+Vzcthivqz4lK77rQEY88HKLAqMhXlkJmEiqCqgo5B/ayOFPn8MYFs3U5xehMwbv6dFagnUoP7Tgdc6u+5yErv2Y/Ph7TV6XdCKy11fc66r/nAkI/sISRZFZ8JPRAY3ies/4CYUndlNy9hAx6T0Y/+u3EXU6f08Kt62aZY9MRVVkJj/9ORG+NCNVBbc70CLWaNQTHmHh+FfzOLzo7yAIjPm/F+kweDyKIrP4l1NxVJWiM1mY/sJCLDEJoILLXs2yX8/AVVtF1/GzOb95CZMmTbxiM7Y1a9Yw8qFXSekVmGqkKAqVhQXkH9lM/uFNVGQdb/hwic3oS0r/ccR3H8LJZW9SeGw7AImZQ3FUlQZOkhtZc1lik8kYNYO0IZPRWcKDNbdvQnWVDU+jhnfu2nKOffgb3NUlhLfrTub3nvb3SmkJ2fcZlASRVjayb/l8HhdFh9dScmQD9tLsgHuVJInc3NxWR5dSU1OR5cDUKGNYNBmjZpI+/BY8bhm30611EG+AqqqUVjuIj7TQISEcve6biYw6vvrrTynLPcegqXPpdZ3mZrblsxfJOryZ1MyhjL/3af++otXMyW1L2Lfwb+Tm5LT6ntPS0njwsT8y654fE2vRk5nYcq1KiBAhrj2hiEaI/2lq7G5W7s3yr+CHaFAULtdPalS3R2seZm402RJAsppR7E5yT+xh62cv4A2SL75g4UIWL1pA+ZFltB//IMkDx1BVnE/hga+4tPMrf7pQREonUvqM5vTqDyi7cBRXTTnmqASuBkEEVIGsLZqHf9qIaTjdKjrFjd6g80dS2kzTUg2633AH5zctpPjsYYpOHySx+4DAQ5pZz2kYIXFWlTXpRn1x61Jfl24zw+Y+jehbuRYEEVVVMFgjSMwcTOGJ3eQe3ESPG+9BVcHucCF7Ff94VcDp9GA0eeh5073Yy4s4u2kR2//5JObIWHIPb8Xhq2sYMPshTWSg3eexZe/iqq0iMiWDwd9/mNT+Y9j499+RmpbGzBkzmTXr1sBmbEuWIOmNjHroNZJ6Dg1w2fJ6ZVxON8aIGDqOnknH0TNxVJZQcGQz+Yc3U5l9krILhym7cBgEAWtcO3+H8qJTe3xjaiAufP9P6D6YjNEzScwcgoqIQhNjpqA47K4mIkN2OTg9/1nc1SWYYlLoNuuxVokM0Dqny4pyTUQGaH1SUgbfTMrgm9EJKsVHN5C3fxXO0mxmzmyrA5PW08Tr9RKWkEa3G+4mpuNA3E4PNRW2Zo91umUkQSQlxnrNRAZAt6E3sjP3dc7uWUXP0TMRRJF+E77PpSNbyTm1h9KcM8SldUc06pGMBrqOvplDy9/l/vvvZ1krImpz587FaDYzaaYWtTN/wyhMiBAhro6Q0AjxP0uN3c2KvVnYQiIjgIZF4Q1RPV5NbFiaRgTys46w4YM/MHnSRN67Ur74mj9Rc34LFRcOocjas49K7Ua3SXeR3HMEgihScu4QZReOcHbD5/S99edNrheMYH0nKrKOU5V7BlGnp8OIWwD8dRyiKGAw6NG1cQISLH3KHBVPxxE3cWHrEo59Pa+p0Kib9Qqg5U/VC4q6FCp7RTGg9QSp61BdZ3fb//aHm1i51omN9gOv14TGgU10m3gXDofLP8lu/DyqqxzExIYz+M5fY68sIffQVja89hBeV72TWMfhU+r3L8z2F4YPuuNXiJKOlN7DueXVr7iwYwXrNi5gwYL5/v2NFiuZN/2QzmNnYrCE+Z8XqtbhvfGkvu7ZZVw3m4zrZlOZc4bz6z+l5Ox+ZJcDm69PSuDDrL+pjNEzyBg9g7CENGRFpS2tJLweGbst0EFNkb2cXfoKtqKL6C2RZM55Cr2l+b4sjREE/M5Q1xxRImXgZOIyh7Pjle9fdU+TntN+Tny3UXg9Mo7aKzvIeRWFqDDjNRUZAB37jWXf1+9QXZpHwYUjpHTpT2RCKhkDrufCgfUcWv8pk3/2mmYNrSgYreGM+8lzrP7Lw0yfPp13W4iozZ07lzVr1/Lye18QHhEJECoEDxHiOyL0zQvxP0m13RUSGS2QFG0Nul31ypq9bYMJrMtew+b3NJGxbNmyZldZ6/LFJ02cSMX5/Siyh4j23Rl4z7OMffifpPQe5XdC6j5Js6G8tPNrbaX/Krm4RavNaD9oIqaIKERR1Fyc0OoXnE43tloHbpenpbr2RgTfsfvkOxFEifxjuyjNOhnwmtJgeb25NHFHudYbJCIxFUGsn9TFpPek44ipQY8REDVnKlGiMvccpZcvoKjaXDzY/aiqSk2NA1GUGP3A80S26xQgMsITUzFYw/0/H/j8L6iyTLu+o2jXe7h/u8EaTlKPQfiDXoJIz5vu56ZXVtPjxrv8IkO7KDjsTlzO4KmJbnsNl/esZPc/HmXH6/9H4bFtyL4UOkNYFGKQ3gx1pI+cgTkuFa+iNvOuBEdV1CZN+VRVJWvNP6i8eBBRb6T77CcwRbcuYlCHKAgYrvGEvI66z1Bd9O9qHZjMsZ3welonySRRIMyoRxSFFq2jrwa90UynAVrdzdk9K/3b+914N4IokXdqL0UXjwH1Qj2193Am/uI1NmzeSmpaGrNnz2b+/PmsW7eO+fPnM2fOHNLS0ti0ZSuPvDaPIaOv95/XYghFNEKE+C4ICY0Q/3NU212s2BMSGS2hFYUHqclAExuy3eGfb5/btRqv28l7773Xqo697733HoIg0G7wVAbc9woRHfo1sRWN7zqAmI69ULxuzm78vJWjDpwJ2UrzKDyu5fd3vK6+gFQQCRAcdfUMtloHTqc7QBS0hfD4FDoOmwzA8a/mBbx2JaGhqgp2XxPCsPh2mH0WrgDWuOTmC9gFrZA4rkt/AAqObr2iYPK4PLjcHly2yiYiLjq1i//v+cd3k3t4G4IkMfD2X/gup43jwravWPX03dQUZmOOimfib/9Jv5kPIDWaZCuKis3mRPbl/dc1CfS6HOQdWM++9x5n3e9ncvTLVyg9ux9VUYho15mEzGGYIuNx11aieLXvaVhiGsaImIDzb3r5XvbOe4K8gxsC6nuuRG2to75hoY+8HfMpPrIeBJGu0x8hLKVLM0c3T10X72+j6FhRVVRFRTJoEcWrdWCSDC03tqzDZNARZjYg+NzjvomJQnN0HXYjANnHd+J01SCFW4lql04XX1Tt4Fd19U71H+rU3sO57ZVl9LzhdpYuXcptt93GxIkTue2229i6az9T7n2E37y7jusmTAy8n5DjVIgQ3wmh1KkQ/1NU2Vys3JuF3dk0hSNEIEkxFs7nNVMgLyvINgeixcTZ7cu4deatbcoXnzlzJqs37/Zvs9c6CY+0+i1xBUGg+6S72fmPR7m0Yzldx9+BqdEk80pkbV0EqkpC5lDCEzs0eV0QtYiAqtbVUKh4PTJeT1N73Maoqtpk4iUAvW66h4s7V3D5wCYqcy8Q1b6T5njUYPbfOO2qbqvDlzrldbuw+6IbAMVnDmjOXkFsjLwereA7qc9YSs7sp+DIFjqOuyPomAX/f6CqtIy9//gVrtpKIpLTqS3JQ/F6qMg5j+z1IAgCBz7/MwDdxs8hMiVdu57LwZ6PXuKCrydJcq9hjPrxHzGFR2vnbqDdvV4Zp6P+8yN7XJSc3kv+oU0Un9qN0qBLd3hSR2I69cVVW0HxiV1U550HtDSy9GFT6TjqFqyxScgKFJ7Yxd73HgdVQVVkio7voOj4DkSdgYQew0jpN46EzKH+zuKNcTrcuF2BiwzFRzeQs00TtB0n/ojoLoODHtsSoiD4P786nYi7lVGDtqCoKnpzBOHxqVflwBQW2w7dFZr3AZiNOlJirFwuqfFv+zb8mmKSM4jvkElJ9inOH1hH38l3AlpU4/zu1eSfPkDB2UMkd+0f8B2wVRZzbucqf3+W1D4juOuRlwiLjEIQBAx6MWChRC8J6L+tlLYQIUK0SOibF+J/hspaFyv3hERGa4mPNCNJLUwvFAV7SREVBdnMmnVrm849a9Ysakpy8Dq0iYyqqthrA1ekE7oPJrpDJrLHxflNX7bp/G57DTl7VwGQcV3LkzFBwJcaIlI3nZJlBafDja3WGbSuIGj6lABR7TJIG6Slaxxf8YH/3gKiJEEeqSAI2Mq0PhCFJ/dqG33pU66aCioun2p0eRWn04XL5UFVILGXVttSk38ee1l+42FpUZS6ZoGKwpHPX6Li8lmM4dGMf+QNDFatDqGm6DK75z3Luc1Lqcy9gMEaSZ/pWtfxyvwsVj59Nxe2f4UgiPSb+RMmPPyGJgCF+vsAcLs8OB1uFK+H4pO7OfzZC2z4wywOfvgHCo9uQfG4sMS1o/OE75N584/Rma1k71hK4ZEtKF43ESmd6H/7o0x+eiE9pz2AKToRr6yiqCoJPYYR372BEBBEjOExKF43hUe3cvCjp1n3+5kc/OgZCo5uRXbXCxrZK2Nr9DmrvHiIi6v+DkDK8FtJGjC56RvUChrWZoiCgBSkj8w3RVY0gZs4YDKLfD1NWkNBQQGLlywhodeEK0YmrD6R4fIoeLz1UZ9rHdAQ9DqkMAuZY2cAcGb7V6i+KFN4bBJdR94EaFENVVX91f2ll07z9QsP4Kgqo+6DV5F7HlNElP/eosNNAV+zUCF4iBDfHaGIRoj/CSprXazam4XdFRIZraW5ovCGeByaW83V5ot73Q5/sa22Au7C5HO2qotq7Hr7t1zcvpQu47+HMSyq2XM2nFhc3vU1sttJeHIGsV0GNHtMwPGCdk1VFfwRDs2O1oPL5UFv0GHQ6/ypJE2P17b3vuk+Lu/fSNbuNfSd8WPMMcmBEQ2h8XG+VVpfFEN2O4lO60ZEUgey964FIP/YLmI79kRRQZY15yZFrctdVzFYI4np1I+ycwcpPLqFjHHfC4hgNOT8+o8pPLYNQdIx8scvIBmMvhQqzWr34o4VZO9bD0DfGT/SOrTvWMmeD1/A63Jgjoxl9E+eI6XnYPDN/+pLNQTs1XaKzhyk4PAmCo9uw+OoXxU3RSWQ0m8ssV0GUnHpBDl7VuCqLvMdK5HcZwzpo2cQk94LnSSiqCreIKls1tgUSgBrXHtspbm4asrpeN0sRElPweHN2MsLyD+8ifzDm5CMZpJ6jiS573UYEnvgb6sN2IqyOLvkZVRFJq7HGNKu+37Q9/ZKSKLQpEGlThKRm3Ta/mYoqorsduBx2kBVue+++1i+fPkVHZjuv3+uFvHJHNPi+cNMehKjrQgC1Dga2jBfu9QpQafTrLJ9z6vjwOvZveCv1JQWkHdqH+17ag01+025k3M7V1J47gj5pw/QvucQis+fYPVrv8DtqCW+Yw9KLp0GVaW2vJicc8fJ6NYbgJjwQMOKkNAIEeK7IxTRCPFfT0WNk5V7L4ZExlXQXFF4HXrjN+vYq2+U3uJ0uAMKVRN7DCOqfVdkt5Pzm+bTGhSvh6xtiwHIGDu7zROkYBEO0BoN2mxOnA63VnPQTC1EbMdMUnqPQFVkjq/4sKm1bYPxNOzJUVOYDYCkNzDyR38kfVj9ynr+sR0IgoDH7YsUyPhWf+vPndTnOgCKjm0NiGA0pODIZi6s+wiA3rN+iSmpC6UXtML1iOQODL/vcQBktwtTZCwZI6eya95z7Hj7KbwuB0k9BnPzs5+T0nMIdcJE8LkCFZ05xN6PXmbN72ex95+PkrNnJR5HDYbwaDqMmsGwB1+n3/cfw1lVxv55j3N+3Ue4qsswhkfTZeJdjH/yCwbc9RTR6b1REfAqarMWtXWNHaM6ZJI+SlsRz9qyENntZOzvPmLUL94iY+xtmKMTkV0O8g6uZ//7T7Lnz3dy/qvXqTi/H0dFAafm/xHZ7SAirRedpv40aI+U1hDMKlkQhKu3UA6C7HGRvX0RO/5yP9lbPkOWZVavXs20adMpKCgIekxBQQHTpk9nzdo1dJ3yc3Sm5r/P4WY9iTGayFDR+gs1vJdviqCTkKxmRIvRLzIAdAYjnYdqn/XTW5f5t1ujE+g2WuvEfmD5u+Sd3M/KV36K21FLYte+TPrVnwPsoI9tXw1o2VVR1kA7YkvIcSpEiO+MUEQjxH815TVOVu/LwuG69vnS/wvUFYU3nHQ0xGiJIDrx6vLFo5M70D4lCYdbxun2avaksoKt1kFElBVBEBAEgW6T72bPu49zcdtiulx/uz/NpwkCoEL+kc24qksxhseQ0v/64Pu2An+EA8EfOYCG9rgejCZ9/Wpyg8lY75vvI//YTi5s/4rMG+/BHJWAoqqaiPEpAKHBOk9Z1km8Li1y1Hv6A0QkpREW1w6DJQK3vZryS6eoKipAZ43ypWE1nYEn9RrJicWvU517Fnt5AZaYQOvPqtyzHPvyZUArjm8/WJvcFZw9CkBseiYJXftpxSuqgrOqjK+fvANbaT4IAn2mz6Xv9B8i+e5XVVXKsk5xcfdqLu1e5y9mB622IqnPGFL6jSMytTuFR7dwctmbVOee9e8T1aEHHUbeQnKfMYg6PQKCv0BbQGyxKKBOaLiqy+h3x++wxCRxcvlbXNq+BEdlMQN+8AQ9pj1A5k0/ovLyKXIObKDw6FbcNWWUHN9EyfFN/vs0RMTT5ZZHWnS3aglJEpst/taJIoqs0jZPrECctbXk7l9J2aGvUZzVAOjD4kgcOJ3wyFjWr/2br6fJDGbNmtWgp8lClixdgqgzkDnt10R36NvsNSIsBhKiLP6fHU4Pciuc0lqDIElaBKMF0dV99DROblrI5WM7sVWWYvWZIfSd/APObP+KkqwTrHnjYRTZS7ueQ7jhZ68gewJ/J53YsYab732Y2EhLk+iSKRTRCBHiOyMkNEL811Je42TV3iyc7pDI+Ca0VBQuCAJdhk5l0eJ3KSwsbHXH3sVLljBw6g8xSwKWCJOWouRRcLq9ON0yHocbk9WEoqok9xpJZLvOVOWd5/zmBfSYen/wsaBNfi9u1ixt00fPQNIFd85qCwJaSlBjwaEoCk6nB1HwoNfrkKT6VdTEbv1J6Nqf4rOHOL32M/rP+QWqoiJIQn1Vtm8u5HU52fXuk76LCXSZcDuqCqJOR4ehN3Bu0yIA8o7vpv3gSb70LtU3NkEbmwrG8GhiO/Wl7Pwhio9uJX3sbf7xOKvLOPjBkygeF/Hdh9B96g/9r1Vmnwa0SMyBL17XJt/WSNy2Kmyl+Rgs4Yx58AVSemn2thU558javZas3WuoKa7vc6EzWWjX7zrie44mrutAXNVlZO/6ioMfPYPHrk2QRZ2e5H7Xkz7qFiLbd9UK8alLv1f9C91XCizUCQ1HVQmCIJAxdg6mqAQOf/Y8Rcd3sOvvv2Tw/c9jDI8mMjUTNaw9KaPvpCb3NKUntlJ8dD2qrEU43dUlHHnnp8R0G05c5igi0noG2Au3hICAPkiRvv91ASRJwCu3TWh4PTI1lVUUHV5L1fFVKM4qACRrLOE9biS++yhMJhORViOR97xB8amtrNq4ngULFvjPodPpSRvxPRJ7jkNntDR3KSKtRuIjAyOL1Y0WFq5KZ0giktEIrXB7ik7pSGLnvhSdP8LZHV/Tf+o9AFgiY2nXYzCXj2xHkb2k9hnBhIdeQmcw4qrVnoko6dAZjFSXFnL59BG6TRzX5PyhiEaIEN8dIaER4r+SsmoHq/ddComMa0B8pJmswsBO4Q3pNHACR9Z93OqOvffPnYtOb6TTgPEoDhc43YhGAya9DpNBQlVV3B4FWQD0OmRFIXPy3ex+70kubF1E53FzMFjCg56/7MIRqvPOIeqNdBh+87W4fT9BBYcCqqjZ4wqCACYDkiQiCAK9p93Hhld/yoWtS+kx5R6kqBhA8Edq6ji88K/YSvIAsMYmIYoiigoiKu36X+8XGoXHd9B+8CRtMi6IAWvkqi+FJKnPdZSdP0TB0S1kjLtNq+nwuDj0wVO4qkqxJqTR947HAybSVb4og6wo5B7aCoKA21bV5P6PLnuXS3vWUpl3wb9NMhhp12cUqYNvILnXcESdgZzDuzn08R8pOrHTn9piikqgw4hptB8yBWNYFA1qewNQ1ICsmmapExpOXzdzgJR+YzFFxrLvvSeovHyaHX99iCE/fBFZH+1rTi4S3j6TokNrUGUvgk5PdOfBVF8+gddeRfHhtRQfXoveEklM9xHEZo4kon1mi6JDkoQrzsJ1kojciqiGoijYap3UVFZTeWoTNadWozh8AsMSQ1iPKVjShyNIOhQkv42xzmQlpf8UkvtNxuusxeuyc/jzx/C6bIQndWlRZESHGYmNCBQZiqo2McxoU+qUKCKaDAht7CfSffQ0is4f4cz2r+g75U5EUeLCvvVcPrrTv0/XEVPRGTRB76nrtWK20HngGI5v+ZqjO9Yw59YpAecVBDCGrG1DhPjOCAmNEP91lFZpIsP1LdhL/i+iFYVbKCy3BX3daA5jzB2/Y/UHf2hdx941axl/79MYzT6bTVVFcbrA5UY06BEMeoy+5lqiQcKrSnQePI5TqzKoyr/IpW2LyZxyj68xXeDkLcvXoC918CQM1shr+BTqaSg4GjT4RhAFZFlBlhVEUSCpxzBiOmRSnn2Ksxu+oM+MB/DUVCM7HSiCHkNYJPlHt3Nhy2L/OayxKQAosoLD6Sa8XXeM4TG4asopOb0XUZX9qUteuenUNan3SE4s+StVOWdwlBdhik7g+ILXqMo5jd4czoB7nw1opuesLvNN1gXOrPethvueaeexM8g7sgNHRTHrX3nIf4yo09OuzwjSBk0gpc8o9EYzToedrJ0rOLdpIdX5F/37xnbqR4dRM0joMRxRkpoVGA1RVN8zbmEfU2Q8ALJLK4zW+2oPYjr2ZuTP/sbed36LvSyf7a8/SLdZjxHRPhOAnC2fUHpiC4Io0f3Wx4jK6I+qyFRlH6fs9HbKT+/GY6+i6OAqig6uQh8WTWy3EcT2GEV4u24BNRyCILS6C7hOEvAEE+oq2GxObLUO7DW12C/u8AmMSgAkSzRhmVOwdByBINX/cy0rmgNXQwRBQG8OR28OJyqtF2Xn9lCZc4yIlK5BxxQbbiK6UdE0gM3hCXLuVtykKCAajQhXmaaUPuA6ds//K7aKYnKP78ZZU8m2T14CVSU6pSMV+Vkc+vp9Og4ZrzX29NkjG0wWeoyczPEtX3N851oaG+WZdNK30tckRIgQrSMkNEL8VxESGd8OSTHNCw2Adt0GMf6eP7DhsxeC5osvXLiQxUuWoDOYuOH/XiI5vTfIgQ3TUFUUlxtcbgSDHtGgR/F40BmN6CQDA2+5n41/f5xzmxeQOeE2jOYwFFWbcCmKSlVhjraKDnQcM+vbfByAbyIsgk4UfJPj+smMoqgoikznG77P3nef4PS6z8g7uJGqwsv+fSISU7FVaCvycZ37Unr+CJaYRNxuD26nFxUFQRBJHTyR8xu/QPa4qLh0krjOWq69JIEsB1rnGsNjiMnoTfmFIxQc3YKqyBQc2oAgivS76/dY49oF3ENdNENntmIv1aIqksFIWFwK5zcvCdhXb7Iy4Laf0WHIRCSDGUEQqC66zNFNi7i442s8jlrf8SbaD5pIh1G3EJag9S9pjcBo+FxVRQFBbHaCqzOa0ZmseJ02nFWlfqEBEJaQqomNdx+jKuc0Jz97ii7TfonXUUPeLi06lDHl/4jK0JocCqJEVMe+RHXsS8eJP6Y6+xilp7ZTfnY3ntoKCg+soPDACgzhscR2H0ls5ijCUrqgl1o/oZYkUete7pvAOx1uamsc2O1OFI8He9ZOak+tQrZrJgmiOZrwHpN9AqNp7YhXVlpszBiV2lsTGpePkza0qfV0XISZqDBjkCObpk3BFSIagqBFMPTfbDqh0xvpMnwKx9d/wf6l/6QiPwuA7qOnM+Dm+1nw1O2U554n68AmMgaPR1K1cRpMFjL6j8BoCae6rJij+3fTb8gI/3lDaVMhQny3hIRGiP8aSqrsrN57CbdXufLOIdpEmKnlonDQxMbM337IhQPrWb91RUC+eHRyBwbPfJAuwydjMIeBCrLN3uzsU3V7kN0ebfKiahOZjoOuJyqlI5X5WVzavoQ+N92DV1a0lX0RsrYuBCCp5wgiElP9+f/fNqqq2ZvqJK2AueF1BVGvRSAUmYljhjF71qsBxbqLFy9C0unQmbT0Fn14LC6nB+0MmqNTB5/QAMg7ssUvNAQERAFkAj/vSX3GUH7hCDm7V2Ar08RDj1t+Smzn/k3GXpmt9efw+kQCaI5TVflZIAgkdhtAUuZgTq39DLetmssHNpM6eAqFR3dybtMCCo7v8h8XltCezmNn0WHYFGQM/mcjK238Ptb1+1C1vLTm6jVMkXHU+oRG44aMemsk3b/3DGeXvErFub2cXfKy/8TtR91OQp/xQc8pSjqiMvoTldEfZfIDVGUdofTUdirO7sFdU0bBvuUU7FuOMTKBhJ6jSOw5hrDkTq1KLVJkmcoKG7ZaB7KsoMpe7Jd2UXtyFbK9XLu+OZLwzClYMkYGFRj+c6kq3sZCvQHRHTSb15qCs8hup7+bOEB8lIVIS/DaJa+s4Ajizhf07gQB0WhAMFy7aUT30TdzfP0XfpHRc/wchs56CEEQ6DV+DodWfMCBJW/TZcj14HECoDeZ0ekNdBs2nqMbl7JpxdIAoRGytg0R4rslJDRC/FdQXGlnzb6QyPg2abFTuA+jOYweo24hc+R0XPYaPC47eqMFc3Ss5jxThwCSxYxsc9DS0qzq8SJ7akE2I5pN9L/5Xjb98ymOrfmMnjfchtFsxagHW3Ull3ZrDfq6XH8bkq9AV1VVf4rVtyU6FFVF9IkCv92rqpJ/fDf73nucSRMnMm/ee00K5WfPnk1hYSH33X8/q1dr1pzG8FgAxAYFxtakDMxRCTgqi8k7vJnuk+7C63KgM5rRWyK07uYNxEZy7zGcXPI3bKVaoXbaiGl0GDHNN1ZtH4+jlpy9q7i46Ysm9xOd3oNOI6eQPvgGLNFailJK72GseeFHFBzfxdJHJuN11vdWSek9gs5jZ5HUc5iW0gLU1jj8dSOi0PpoBgROalUUUIKLDVNkPLVF2TirSpq8VlvtQJQMdJv5G84ufY3yMzsBFXNse9qNaF20S5T0RHceRHTnQSheN5UXD2mi49w+XFXF5OxcTM7OxZijk4nvOYrEnqOxJnYMEB2yV8Zuc+KwOfF4ZOwuL7LXgz1rlxbBsGk9RERTJGGZk7F2GtWiwGiI19t81NYUmYgxIgFXdTFVeaeI6dgfQYCESAvhzYgMoNmFhAAhJQiIRi3F8VqiqioX9m3w/5zYuY9fZIAmOk5sWkhlfhaXD2zyp1cafCK9z3VTOLpxKZtXLednT72A5Is4mUMRjRAhvlNCQiPEfzwhkfGv4UpF4Q0RBAGTNQKTz4pWdXtQBBCNDSY5ooBkMWli4wrU7dOx/1gOJqZRVXSZkxsX0m/q3QCc3bwY2eMiOrUbyd0GoIA/pUhq0Lnu2xAe/vM0mIx5HLXsfucJJk2ayPIWCuSTkpJYvmwZ06ZNY82aNegtEU2sORVVKwo/v+kLZHsVKx+f7n8tIjGN9sNvpt3ASejNvvQhUUTU6VC8Hixx7egx/UEAvC4HJaf2kn94I8Und6MqgSvX7QdPpuvEu7DEJmM2GzBbtFXw8txznN28zC8IvU47os5Al7Ez6TpuFuGJ7QOy4FRVQRRBbjAPbqvYaIiKgqo0bYgXrCAcwGF34fFo9+aqKqH68vH618pyObv0FbpM+xWSPnjqUDBEnYGYrkOJ6ToU1eum5tIhik9so+zsPhwVBVzevoDL2xdgjm1HfI9RRHYcAuYE3C5P/UkUL65LOyk/+jWyTRuzaIogLHMS1ozRCG10SKtLxWoumhKV1oui4xupvHyMuIwBJESZCTO3fI0ahyfo9rpLaBEM/VXaUDWPqqrsW/wWx9Z9Xj+WkjxURfbXphgt4fSacDsHl7/L7oX/YOj0uwAtogHQe+gYrBFRlJcWc3jPDgaO0JoThiIaIUJ8t4SERoj/aIoq7KzZfwlPSGR861ypKPxKqC6P5irUMLIhiVpkw94KsWF3IoVZ6DvlTrZ+8BzHVn1KzwlzEEWJExu0NK3uE25DkkQkAAl//YbiK54VBCGI8FC/cZpV42Mv7lyB1+1k3nvvtejCBaDT6XjvvfdITU2lOu8c7foH2nMWn97L5V3LkSSJGTNmMHv27IDal0WL/8n5NR/Q9wdPEtupHwc//D2KV5sw6kwWSk7tIf/wJopP7EL2pZs0Jq7rIPp97zf+n221DgqPbefsxvkUnT7g326KjMNZVYridRORnE54YqovVyzQVUmURK2pYQO+idgAFUUhQGwEExpejxe7TbtHj72aU/OfweuoxpqYQfLgm7mw6u9UnN3Dyc+epPvsx9Fb2m4YYDSZMfcYSUKPkchuJ6Vn92qi4/wBHGV5XN72JWz7EkNUCuHpgwnvMBBn6SXKjn6Fp0aLvoimCMK6T8TaaUybBUYdsqLglRX0zbg7Raf18QuNpGgLFlPLEQi3Vw5a2yYIAkaLGSnces0FBmj1OLu+fJ1TPlOEwbc+yLG1n2GvKuPy0Z2k96/vZt7z+tmc2riA8vxL5JzUPpd1EY2IMDMDx01h67LP2bRiaQOhEYpohAjxXRISGiH+Yykst7H2QHZIZPwLuVJR+JVQ3ZqjjWhusJqsExHNRs3qtsWDVRSHk06DJ3Do6/epKc3n5Lr5mCNicFSVYY1OoMPAwNx7URAQJSGo6ABf92bfcq2Kiqr4/t9m4VG/t6qqXNyyhFtn3tqqviIAycnJzJgxg9Wbt9Jl8v3ofJPH4tN72f/e40yaNJF577WcfrVm3hPEdOpHRdZxRL0BxeOmOvccBz54qv556PR+ERKZ1oOqy1pX8J63aFEPV20lObtXcGnncpyVxb5nJNKu3xi6XD+b+K4DOL78HU6umMf+T1/BFBlHuz6jmli3SpJIsLVxsVENS2Nansdq711dWlljoaEqKjXVWkqX7HFxZtELOMvzMUTE033OExjCYjBGJXJm4QvU5p/l2Ie/IXPOk5hj2wW/XBAkMTCy4lVEjMn9iIvIJHqgndqcI9Rk7cWWdxx3ZT5lh5dRdri+27VosBLdeyr69FGI16DHi9sjNys0IlN7AAL2shzw1IAppsVz1dibpk2ZrCbtj/HaRzEAFEVm+ycvc27nShAERt7xCN1HT8NVW8nRNZ9yetuyAKFhMlsZM/Ne1nz0F84f2AaA3mhGFEWMBh1DbpjG1mWfs3nNV/zi6ZcxG/Xor2F39hAhQrSd0DcwxH8kheW2UCTjOyDMZGgxx7s1qB4vij1wZV3Q6wIjHc0d65URZOg3RUubOLrmM46u/gSAnuNnI0rNr52IPjtSg17CqJfQSWLApFFAm0RKoohOEtGJmggRrtwqQbO69eGqraKy4BKzZjV1+2mJ2bNnU1uaR2lePtVVNuxVlRz++Bl/+lVzoqUu/WrSxBsoP38QAKVB12SdyUpiz5FIRguK14POZGXwPU/jKC8AICyhA7LHxeHPX2TDM3M4vfJdnJXF6MwRdBx7O1OfX8zIn7xIQreBWlHutB/SccRUVEVm59tPUJp1osmYpCs0sWuudro1LqSKoqDSQGhUalGC2loHiqKiqgrnv36dmtxTSCYrmbc9hSFMm2RHpPag110vYoxKxFVZyPGPf0tN7ukrX7TuviQRr9tLdUUtRbmllBVVYq91oqoqot5MRMYwUsY9RPzQO5BMTTvYK24btVm7cZzfjLe2NMgV2oarhToNoyWS6JQMAArOHb7iuWobpE0ZLUaiEqKwhFsQxebdv74Jiuxly7w/cm7nSgRR4rp7Hqf7aK2WqNso7f95p/ZRXZLvPybSamTkTXdgjYzBWas1gTSYLVhNOgSg+4DhRETHUlVexsFdW0NpUyFC/BsQEhoh/uMo8ImMtnbbDXFtSIpuvgFYa1G9siY2GryFgqF1BaaK00XnwTcQFpOEs6aCivwsdEYzXYdPxWlz4Ha6Ua7gdFTXA8Gg84kOndikBkAQNOGhayA8REEIKjoEQaivYXBpq+rR0dFXvJeG1O0vux143F4u7vga2eNqU/pVXb6+wRpFVHpPAES9kaITO5BddsKTOzHukbfxOGpw12pWql63g+1/foDcfWtQvB7CkjvTaerPGPjQuyQNvx2dpf4+NHtWlYE/+A1JPYchu51se+PhgA7hoPUUadERldY15msOVVEwRdRHNJwOt78eInvDB5Sf3okg6eh26++wxKUGHGuObUevu17CmtwFr6OGE58/RdnpnU2u0RBZVrDXOCgtKKe4oJzaanuT1DBVUai+uJtLS5+geNdHyM5qJGMYMX2nkTDsB1hSeoIg4iq/TNWRxRSveIKSdS9Qe3odXlv5VT0Ht0dp0ksGtMhLu9gw2nUdCED+uYMtnsfh8uKRFYxmI1HxUVgjrAGGBNca2eNmw9tPcnH/BgRRYtzcP9B56CT/6xHxKbTrMRhUlTPblwMgIhBpNWAwWRh561z/vpLegNWXFibpdAy6/kYANq5YGkqbChHi34DQtzDEfxT5ZbWsDYmM75S4SDO6xl2xrgLVK2u1GQ3eytb68atuL30n3+n/ufOwSRit4QgqeFweHDUOXA7XFQUH+ESH6BMdBgl9ENFRt1+dja2+kfAQqL+NupzxioqKK167IXX7my1h6ESB0iNruHXmzDanX1ljEhn35Jd0nXwPAIqj2r9PTcEFdv/zUY4s+LN/m7OyGEHSkdx/PL3veZled79CQp/r/ak9xSVVWhRBVfx3KUo6hv/oWaLTuuGqrWTbX3+Jszpwstyaieo3ERvGCM2hy1VbQU1VDQAFezX7WYDON/2cyLReQY81WKPoeccfie48GNXr5uySVyjYuzxgH1VRqa1xUJRfTl52CfYaB94gNQyawNjDpWVPUrD1bdzVhYhGK3EDbiVj1kvE97+F6O7XkzrxYTrd9mcSh9+FJTkTBAFPeTbVRxZR/PVjlKx/mdqzG/y9NFqDqqp4GgkeSRRIiQ3DaJBI6dJPey7nDwcVJHU4FJXI+EiskVbEIKlG1zKg4XU7WffW77h8ZDuSzsCEnzxPxwFjm+zXfbRmenB250pkr4cws97fu2To5DnofJa9ZXlZWIz1vzMGT7gZgK1rvkZSQ/2UQoT4rgkJjRD/MeSV1rLuQHZIZHzHSKJIXOQ3j2oAICtNxYbZiNBM3rkfRSU2pZP/R3NYlPaXBjMir9uLo8aB0+FEaaHnQEMEtNSpK4kOaCQ8dBIC2iTPEhlNdEo6CxcubNU161iwYAF6o4mKc3uRHZXUluQya1bbGg/Onj0bW3kR59d/xIF3fusvIJ8/fz7r1q1j/vz5TB47ElGoFwLdJt3FuN99SscpPyMsuas/KlLXA8Pj9lJWUtXkWnqThVEPvYo1Npnakjy2v/koXld9Ub/Uytz4usfb1smsISwKQZRAVfHYKig7vZNLG94HIG3cXcT1GN3i8ZLBRLdbf0vigBsBlUsb5pG17l1sNQ5Kiiq5nF1EWUkVTqcbvV5sIopUVaE6ay+Xlj9FwdZ/4q4qQDRYies/g4xbXya2z1REvTngGJ0pnKhuY0md9Cjps18jcsDtGOK7AAKesotUH1pA0VePUbrxVWznNiE7mj73hiiqVqfhP78k0i4uDKMvZSghvReSzoC9qpSq4pwmxws6CdFqRjQZ/XawQblGuVNup501bzxK3sm96AwmJj70Emm9RwTdN63PSCyRsThrKrh8ZDuRYfW9QIwmE3HtOwKQc+IAXnd9fVfXfkOJjk+gpqqSvds2XZNxhwgR4uoJCY0Q/xHkltaERMa/EUkx10hogCY2GvXTEM0muMKK+Omt9UW2Z3asQPa4g86HZLeMo9aB0+ZEllu/wtlQdJh8okMSmynY8PXQMOolTAYd3cbdyqLFiyksLGzVtQoKCliyZAkel5NTy19n/zu/AK4+/erC+k+ZOHEiubm5zJ8/n9mzZzNhwgRmz57N/Pnzyc3NZdKkSQiCSFhyN1TJil5X13tESxWSlfru0zU1Dhz2psX65shYRv/sTxiskZRfOsWud55EkTVr2RYnro0QhSt0nw6CIIr+2ovycwc4t/zPgErigCmkDJ3RynNIdJz4Q9qN/gEAhfu/5uySl6itqvaLX0EQMDQQvqqqUHNpP5eW/Z6CLf/AXZmPaLAQ2/8WMma9RGzfm5EM5mCXC8BoiSKq+3jirn+YxGkvENH/NgxxnQAVd8l5qg5+SdHy31K66U/Yzm9FdtYEOYuK26OJaL1PZDQcq05vIKGjlkJXcP5Q/X1LEpLVjGgx4ZbVK7qBXQuZ4bLXsPr1X1F47jB6k4VJP3uNlO6Dmt1flHR0HXkTAGe3L8fUoN5CBKxRvtQ5Ww2bl37a4DiJETdox329dPE1GHmIECG+CSGhEeLfntzSGtYfuIx89d6YIa4x16IoPADFJzbq3mMBJKu52ZVUR20l5w+uB8BojcReWcLZXSsRW5isyl4ZZ60Th82BHCQFpmU00aHXSZj0PtEh1YuOuuhG3cS866ib0BlM3H///Xi9TTstN8Tr9XLfffdpE6sJd2IMj8Fdo6XPXG361fjx41m+fHnLBeTLlzN58iSOffE8HkcNqu/Zy75i68YUF1X5e5M0JCKpA6MefBlJb6Dg2E4OfvaqVhzdRrcfURQQmmsDHgSX04POJzQub/oAVfYQ3WUIHW+Y2yrR4vF4qSyvIT+nFDVlFNHD54Kow5l3mLLNf/ZP7A2+aJWqKtRkHyB7+R/I3/x33JV5iHozsf2mk3Hry8T1nYZkaJsAN+glQEAyRxHWdRxx4x8l8ebnieg3C31MR0DFXXyWqgOfUbT8N5Ru/gu2C9tRXFondxXt/RIEaBcXFtRhKcXXET7/3CG/nbRoNYFvX2crvgttFYGNcdZWsurPP6ck6wQGSzhTfvEXkjr3ueJxXUfeBIJA7qn9lOZn+7eLaClYdXz9/t9wOeujaUNv0IrJv16+DJfrCm52IUKE+FYJCY0Q/9bklIRExr8r16IoPABFbbXYOLPraxSvh7jUbvSdcAcAR1Z/giIHbzgWcBmvgtPuxFHrwOO58v5N8YkOScKk12HQiRj1EpIoIPtqQoyWMMb95DlWr1nL9OnTKSgoCHqmgoICf7O+rhN+wMCb72P2H+cz8vuPYjCaWLBgQZtGtmDBAnQ6HR9//HGrC8hlr4u8gxv8uf7NpTwpikJpkBQqgNiM3gyb+zSCIHJx+3JOrvzA5y7V2gmqtp8g4O8u3hKyrFBTY0dnDtPG5nFiTe5Cxk2/1NKpWjiuuspGQW4p+TmlVFXa/B22zWmDiB37cwSDBU9ZFqUbXkauLUEnCdRkHyR7+dPkb3oTV0WuJjD6TiNj1ivE9ZuOZLy674IogEEXeL+SJYawbhOIv+E3JNz0LBF9Z6KPTgNVwV10mqr9n1C47NeUbXmDmvM7wOsgymJE18z7ltJFExqFF48imPTQ4HqqquJpwbnqWmCvKmXFaz+lLOccpvBopv7qr8SnZ7bq2PDYJNJ6DQNg75rA74LHl6YXERNHdXkJmxZ95H8tvddAEpJSqKqqYs2aNdfoTkKECHE1hIRGiH9bLhfXsP5gdkhk/JtyrYrCA1B9YqOupsLXPbwhXo+b0zu/AqDn6Jl0HTIZc3gMtvIiLu1f1+pLKbKC2+7GXmPH4/Y06QXRWgx6CZNRj0EvoddpfyQBUnsPZ+IvXmPD5q2kpqUxZ86cgFqJOXPmkJqaypo1a1BVlUHXTSLSYsBoMtJ99DT63TyXxUuWtDn9qlevXiQnJ7fqmOTkZGbOmEHxkdX+YmGB5sWGrdaJ3RZ8hTil73X0v/2XAJxY/g5ZO75udZ1GQy8vgbr6keCfLVWF6io7XpcTW8F5ACSjhS4zf4eoNyLLgREZVVWx1TgoKignN7uYirIa3O7gUSZjfBfixv8ayRqHXFtC8ZrnuLT4MfI3/Q1XRQ6i3kRsn5vImPUycf1vuWqB0RAtYhL8XnXWOMK6TyR+4mMkTP0j4b1vQReVCqqCq/AEZbs/4OxnP2PXF89y4eAG3M5GPW5EkbhOPTFaI/A47ZRcOhXwstOj0EKNuJ+rDWjUlhex4tWfUllwCUtkHFMffoOY9p3bdI6hU+YAsH/9UjwNajE8Ds3dbeRUrY5pxYdv4rRr9y+rAhNvvgWA+fPnX93gQ4QIcU0ICY0Q/5ZkF1ez4VA2rTANCvEdcU2LwhvSWGxIImIDsXHx0EactiqsUQl06D0Knd5Ir+u0ycap9Z/5awRafTlFxe1wY6+243a5W3TnaYwkCpgM9ZEDQQBJgLgIMzHhJroPGsP3//QVQ277ORt27OO2225j4sSJ3HbbbWzZtZ/49p38zlgd0zuQnhhJh8QIEiItDBh3Czq9kfvuu6/V6VeqqvLzn/+8Tfc/a9YsbCW5eB31NQBaYXvwfx5KiiuQm6mV6jz2Vrr73MD2f/ISJWf2tW4QQS6lFeE3neHabE48bjcXvvoTXrsWYQlr3xO9NQrwpRN5FWy1TkqKKsm5VERpSRVOR9OGdMHQhScS3usmBMmA6nXiqSkCUUdMn6mawBgwE8lobd19tQJBAEMrbFh1YfGE95hMwqTHSZjyByJ6T8MY3R5VkSm9cIBtX7zCF8/czsYPn+Hikc3IooIUZkY06knp5rO5Pb0/4JyuZgTXtaC6JI8Vrz5EdUkuYbHJTH3kTaKSOrTpHHpJpM/wsUTGJWKvqeTErvX+19y+iMaAsVNISE2ntrKc9fPf978+efpMAJYtW4bD4SBEiBDfDSGhEeLfjuyiajYeuhwSGf8BXNOi8EbINgeqL61D0EmIZiOqqnJym1bgmTlyOqKv4LjbsBsxhUVhKysg99DGq7ugCh6nB3uNvZW9OMBs8KXpNHS78o1ZL4lEhhvp3qk9c+7/P3730Tp++/lOHvrnGn710XYe/Ntybrr/Uf9xx7atBsAgSURajaS1SyCuXTqrV69m2rRpV0y/Wrt2LYqi0L59+zbddsP+HY3vL5jYUBQoLa4MfjIVet/yAB2GTkJVZPbOe4qq3LNXHENzC+aa2Kgfg9vtxW5zkr3+Xaou7PenSSlubXXb6fBQUlxF1sUicnPLqKl2tGrFHrTIhzP/GKXrXqRyzweoshvqakYUGckYjmQMa93J2oheJ7WpDsIYlULSwFvoMvM5Btz5KqlDbyU8rj2K18PlEzvZ+umLfPa7W9jwzyfIOrCJxC59Acg7VS80ZEVtdcPTtgY0KguzWfHqQ9SWFxKZmMrUh98gIj6ljWfRGvTpJT2Db9CaX+5ZXZ8+5XFq77nZGs70uVokbfUnb+Go1QRzr/6DSUtLo7a2llWrVrX52iFChLg2hIRGiH8rLhVWsfFwSGT8p3DNi8Ibodid9WJDr6Mg6wiVRZfRGy10HTLZv5/OYKLXGG0ycm7TZyhtcJdqQit7cZgNuiY5JYIvCSYq3ERqQgTpCRHER5qJCjMSF2GmW6c0+vTJpH37ZCxmPV5vfY3Iqg//hK26vvh765L3yTt/AlUQWLNmDampqX7XqLr0q9mzZ/vTr+pW9K+2gDyYU1JzYsNud1Fb62yyXUWryxh012MkZg5GdjnY9+7vsJflN9m3wVVaHJ8ogoCIoqhUV9kp3LOEksNrAIHkEVpajbOqlOxLxeTlllJdZfe/Zx5ZaTb64h+zquIsOE7p+pco3/YmnopsBMlATK8pZMx+laju4wCVkn1fULznM9Rv4ZeTAAFuUS2hk0TMRq0TtoKKJbY96SPnMO7n/2TGkx/Qd8pdRMS3R/a4uXRoCxvfeYp9i98CoOjCcey+z5jL3QYHtjaIoLLc86x47SHsVaVEp2Rw46/eICwmsdXH1yGJIpFW7XfL4Im3IooSWSf2U3T5AlBfo2GyWBk28RaS0ztjq65i7RfvAqAiMGeO9vkIpU+FCPHdERIaIf5tyCqoYuPhnJDI+A/jmheFN0KxO1E9WorH8S2LAOgyZBIGc2D6SrfhN2GwhGMryyfv6LXxz/f34rAHWuOaDJK/v4YkChh1EhajjjCzngizAb0kNinyrUMviUSHGclIjiJS1HLKTZYw7DVVrP7oLwBcOnmQtR//VTu/pEdRFGRZZunSpQHpV5t37CGt52B0RguumnJ0Ol2bC8gXLlyINb49OnN40NebExtlJZXIwVbEVZB0ekb8+HmiUrvgrq1k7zu/xW0LXkjeXH1CwD4i2GqclJ7YQu7WTwCIH/F9PJGadavHVo6nmTQgj6xoK/eN9IYmME5QuuFlyrf+DU/5JQRJj7XbDXS49SXiB81Gb4kiYegPiB80G4CKU+vJ3/IWird1aVhtQa8TEa/guqWTREwGnf+JCQKYw81ExUchGPTEpHRi0PQfMuuZz5j+2Hv0mfR9wmKTkT2+2gZVYf7js9g87xmyjmxDvsb3UZJ1kpV/+hnOmkpi07py46/+iiUy9qrOFWEx+J9HZGwi3QdfB2hF4bLsxePWxm40WRAliek//BUAaz57B1t1JV5Z4bbbbgPgq6++wmazBblKiBAhvm1CQiPEvwUXCyrZdCSn1WkOIf59+FaKwhuhOFyUXTpL/ql9CIJIj+tubbKP3mim6witf8LZDZ+hKtfOTUf2aNa4TpsTvQBWo55ws57YCBMx4WaMBgmdJGquSYDNeWU3K1lVKS/W0qGGjBoLwL61i7h8bAcfPfdTFN/4/ZNEtFoMUdIz+e5f8sTH23j4Hyu59w//5CdvfM2IOT9F0BtZ3Mb+HYuXLCG+7+QWV62DiQ1FgeIgKVR1X2G92croh17FHJ2IvTSP/fMeR3Y3jYK0Ji/HYXdSev4gWSvfAMDU+XrkxOF4JZ/YlD2onubz8GXF10Fb9QmMwpOUbniF8q1v4CnL0gRG1wkk3PQcsQPnYLRENrh3gZheU0i+7gEEUUdt9gFy1ryC11nd7PWuBoGWazV0kojZJzIEQSA80kpCSixmqxlB0KyV65zDBEEgLq0rg2c8wJxnv2Tab98mpp3W4FL2uLmwdx2733+KNc/exqH5r1B0Zi+Kt/nPbGsCGoXnjrDq9V/itteQkNGLKb/4C6awyCsfGAQRgSirMWDb0Mma2DuwcTlOW6V/u9GiLXQMHn8T7Tp1w1FbzdrP38ElK/QfMICMjAzsdjsrVqy4qrGECBHimxESGiG+cy7kV7L5SG5IZPyHIoki8VHfblQD4Pj6LwFI738dke07IARpCNd16FR0Riu20lxyj2y5ZteWRAGzUSI+wkS35HCSI4yEm/ToRLGJV5UAOFyeKxaVy4pKcUEeAJl9BzDhZk08/f2JB7DXBF/9j2uXzs/+/CUjb7kXj2Qmt7SG7OJqar0SmdfPYdbTnyPq9K0uIL9/7lxEnZG4XmOv+Ay0QvfAfzKcDjc11Y5mtYI5Kp4R//cKenM4ldmnOPzpc00E4JUmsbZaB+cOHOD0whdQFRlT6kCsfbRCX0EyIOi1z57irGzxPF5ZoTb/BKUbX6N8y1/xlF0ESY+16/UkTH2WyP6zkEyRGJuZ7Ed0HEL7SY8gGqw4Sy5wecXzuKuLWh58G9FJYtDokV6SNJEhQFiEhcT2sYRHWX0Pr/5z5grSE0MQBOLTM+l3490AhMUl02XMTEwRsXidNnIOrmPP+0+w5rnbObzwTxSf3d/m1MO8U/tZ/deH8TjtJHcbwOSfvYbREjxC1hrCLPomdr1d+o0gOqEdTls1Z3dr7nKiJKHTa+lVoihyy48eBmDt5+9SUVaG06uG0qdChPiOCQmNEN8p5/Mq2XI0JDL+00mKvnYuPMGw15Rz8ZCWDtXjOm2SKVqadg83WsJIGXAjAGfWf3L1+fS+/gZhZj0x4SZiIkzEhpvpkBiOJIhIgFkAs+jve6aNCW3up6pgdzU/0VdVlcqyMnKytHzz7etXsWnVsroXAcjoPTjgmMHX38S9z3+MHJbCpaIqSqsdTZqtWSKiuf5Hz7Jm7TqmXal/x/TprFmzhoxpjyAYLK2ykRbEpmKjtKQKT6NxNPw+R7fLYOB9f0TU6Sk6sZMTS/52RRHm9cjYah2UlVRx5tBx8ta8hupxYIjvTPTQezDqdf7UNdEcBYDiqGz2fJ6Ss9Rs+wvV29/AU3oeRB3WLuNInPoskf3nIJm1lXeDTmyx6aMlsStpNz6GPiwOT00xl1c8h6P4fIv30haC1WrUdaa3hptJbBdHRHSYz/5Xo+GjdLfQfC+52wAQBGpLC+g0ejY3/PZTRv74NToOn44xLBqPo4bL+1eze95jrH3+do4s/gsl5w+hKnKL0a7LR3ew7s3fIHtctO85lIkPvoze9M0WHqLDTE22iZLEkImaGN+7bikAZos1YGwDx04hrVsvnHYbX7zzN2pdXn/61IoVK6ipCdZdPUSIEN8mgtoWL8cQIa4h5/Iq2Ho077seRohrxJGLJdTYr33uOsDBNR9ydMPnJHTowY0P/gnBoEc0Geqb/Pl+jbm9MhcvF7Jv3k+R3XZ6z3yUjkNuaNU1JEnAoJMw6ESfC1CD10SR9nFhQQt23So4VairOdb7jgu3GEhoFOmx11SxfcUCNi/6iILsi/7tOp0uIAIh6XTIDX6+/adP0W/ibBRFxe7yYnN6sDm9/gaBjck9sYfN7/0Br9vJzBkzmDVrFtHR0VRUVLBgwQKWLFmCqDPQbeZvie7UH0VR8cgqqqogCSJXatCtKKCo9dc2GPWktAvMxW/4/GprHBQc3cqhj58BVaXrlPvpPP4OQPRrRUVWcDrduF0eZF8KUFFOAZe/fg5vZS668CTixj+K2MBa1uNVqdz+Bp6ik1j7fx9j+oiAMXhKz+E4tQJv6Tltg6jDmD4Sc9eJmMJj/GIFtFoRq0nfqjQhr6OKvPWv4yzT6jqSx/yI8A4Dr3xgK7G7tPfWoJeIjrISHmlFaqZY3GrSB4ijmHCT1rU+CMte+CGl2afpP+fXpA6Y4N+uKjJlWcfJO7qFguPbAuppDGFRdOw/lk5DxpPYqTdig4aIWQc2sem9p1EVmQ79xjDu/t8j6b+ZOYTVpCclJri7V01FKS/cN8FvYR2XmMyfV+7H26Dg//C29bz+8D2YzBa2HDjO4O7pdOvWjXPnzvHpp59yxx13fKPxhQgRom2EhEaI74SQyPjvo7jSxtncymt+Xq/byYLn78Jlr2bsnU+Q3nsUoLlQiWajT2zYQdXSYy4VVZO9awE5exZhiUtjzINvYjAbm5xXELSUFINexKCTmp2cCUBybBhWoz7o625V+wOgE7SohhsQBZH0pAh/WtGxXZt567EHcDudzJw5g9mzZ/sn/wsXLmTRokWoqoogScgNOpbf8pMnGDbl9ibXVakTHW5sTi9eOVB0uOw1nN+9hjPbllJRkO3f3lDUhCd3Im3kLOIzRyCIErKs4JYVFEVFFIQWJ90NxYaqQnRsOFFR9SJA8P8H7DbNvevStsWcXPYmAH2/91vaDbgBt9uLy+n22wLXUV1RzfklL+AqOoVoiiBuwq/RWeOajKN8z0c4L+3EnHkT5u5TAPCUnsdxegXeEp+1rqjDmD4Cc9eJiOZo/7F6SfS/70a91GrnJwDF4yJ/yz+w5R4BBBKG3E50j9aJ2ishKypGs4HY2Agkfctjshj1SA0Ek9Wsx2IM3hV+35J/cHTNp7QfMIEBc34ddB9Flim7eEQTHSe247HXRwEskbGkDxhHxqDrqSrOZftHL6KqChmDJ3DdPY8jSi13o28N7WLDsDTzXQOY/+ojHNyqWUGnduzMa0u2YWvgoKWqKi/9cDpnjh7kzh89yEf//BtPPvkkzz77LNOmTWPZsmXfeIwhQoRoPSGhEeJfztncCrYdC4mM/zZkRWHfmcKA1cVrwZndK9i1+A3CYpKY+ev3AlZUBZ0O0WIEWUG2OZBVhayCajzOWvbP+ymy20HmzQ/TafgNiKLYYtSiOeIizEFTOepwquD13bJJ0MSGCnhUSIoPRyeJrPrkLRa9+SKTJk1i3rx5JCUlNTlPYWEh9913H6tX13fpjm/XkYff+uqKY1RRcbq91Do04eFpIDpURSW/oBiPs5bNr/8E2e2gXd9xFJ7c6S80N0cnkzpiJkn9xiPpDCiKildWNOEjaoXGwf6pqBMbqgqKqpKaFo+hUQNDAJfTg8fnHHbyq39yact8BFGi25wnie7Yr8l53S4Pp5b8CXt9TYUWAACdd0lEQVTWLgSdkdhxv8IQE7zZW/Xxr6g9sQJj+igMaUO1CEbJad8AJIzpIzB1nYRkiQ56vF4S0elELZpxxScdiKrIFO/5jMozWlpfdI+JxA+eg3ClkFALmCxGEuIjQJKaiMdgmI06dA1SqfQ6kaiwpsIaIP/UAVa9/guM4TFMfOzzK9rWKrKX0vOHKD21nctHtuF21DbZJ7XPCMb/+DmkayAyTHodqfEt13bU5hzl2Qe1qESnzF78aeEGym2BhexFx3fy2/vmYDCayLp4gfLycnr37o3BYKC4uJjIyKsrUg8RIkTbCdVohPiXcianPCQy/kv5NorCVUXhxLYlAPQYdUuAyABQvV4UuxNErXu46Jsq6k1hpPTT+mzk7lmMwevRai3CTYSZ9Rj0rRMZEWZDiyIDAl1T636hCgAuOzuXfsLvvzfeLzKWL18eVGQAJCUlsXz5ciZPnuzPwXe7HHg9V05HExAwG/TER5pJT4wkNT6c6DATeklCUcFgjUBVZGS3A0lvpP+cXzPht5/QdfwP0FvCcVQUcHbFm+x+/T6yt81Hdtsw6CX0OglU0ImaQNNLEpIo+C1pRZGASXVRUUWT4nhtPxG3y0t1lYO4IbcR030UqiJzbvFL2IouBuyrqirn132EPWsXCCLRw+c2KzIAJF+Nhjv/MDVbX9NEhiBhTB9F5MQ/YO13e7MiAwgQZW1FECUShv2AuIE++9uTa8nffHX2t0aTgfjkaJJTYjCbjRhbG11p9MA9XgW1mXqbqLRMRJ0BV005tcWXr3hqUdKR0G0wo+78HXe8vIwb/u9F4tK6BeyTc3QnC5+6g72L36I0+8wV629aIroZgdSQMdePJyYuAQCXw46pUdG4AAy/bjy9Bg7B7XLyx+eep2fPnmRmZuJ2u0MRjRAh/sWEhEaIfxmnLpex/XhLjbtC/KdzrYvCc8/so7okF73JSpdBE4Puo3plFLsTQZKQzCaMepEoq5EB42ehM5ioKc6i6uIBhBbsO4NhMujaLJxEAcoKLvP1ey/z/L3j+eDlx8m5eBZBEJg3bx46Xcurvjqdjvfeew9BEBAEkarSQrYueb9NYwBtZTguwkx6YgQJ0RasJj3V+VqdQkRKJ0RJwmiNpPsNd3HDbz+h180/wRyVgLu2kosbP2LXX+7l/Np5eGzlGPQSIOCVFS3dTCdhNEg+4SGilwR/rYPb5aWyvH7VW5ZVXE4vdruLqiobLpcbQRDoeONPCU/rhex2cOrLP+KqKvYfk7Xja6qOaVGcyIHfw5TSu9n7dJdlYTu/DQDVXQuCiDF9JJETf4+1//eQLDFXfFaiKGiWt25vUJF0JQRBILb3FJLH/LiR/W3rCo8NRj1xidHEJkYRHmbyp2+JooBeuvI/0WqQUbub6fjtUSViO/YCoOT8wVaND3yOY3oD5bkXKL18BoAO/caQMWgCOqOZ2rICjq39jGUvzGXBU99j/9J/UpZ7vk2iQy+JWMzNp0wBWMx6zEY9fYcMB6CirKRJvxqdJCAKAnN/+RgA8959h5ycHH9R+JdfftnqMYUIEeKbExIaIf4lnMwuY+eJ4A44If57sJr0RFzDTuEnti4GoNvQKc062UiiQLRFT2q4gU6pMXRKiycu0kx0dCzdR0wD4PD6T1Gcbn+X8Suhk0SSo60tOhDVoaBFXi4e3M77z/yEVx+YyvZlH+G01RCT2J6YuARunTWr2UhGY5KTk5kxYwbWcC29Y+P8tykvzG3Vsc1hMelwFGkOV/EdugdMYHUGMxkjZzD+0Q/oP+fXhCemI7sc5OxazK7X7+f08r/iqsjDoJdQVRWPV0ZVtYmwJIkY9Jr1qiQKCIJAcXEVVZU2bLUubDYnHo8HSQqs9xB1errO+C2W+A54bBWc+vIZPI4aCk/soWi7JqzCekzB2ml00Ptxl12ibOsblK5/CW+lb2Ve1JNw4zPEDr0TQ1jTWo7mqEs78soKDpf3qh3wIjKG0n7iw4gGi8/+9rkW7W/1Bh2xCVHEJUVjMOkxG7SIUUMMV6jPAIKON5jNraqouGWF+M4DACg513qhgaqyf+nbHFj+DgADbr6f8T9+lnFzf8/3X1nO9T/6Ix0HjEPSG6kpyePI6k9Y+uy9LPrDDziw/F0q8rOueImoMKM/ItkcMeFaxKNLzz4A2GpquHDyaEAfn7rP9sARY+g/bBRut5vnn3/eb3O7du1aKioqWn/vIUKE+EaEhEaIb50Tl8rYdTIkMv5XSIq5NulTZXnnKbxwBEEUyRw5PeA1i0lPu7gweqXHMTQzmR4dYmkfYyHWICIa9Qh6LXLQc8xMdHojZbnnyDuzH8XhCj4za4AoCCTHWJv4+AfDaathz1cf89ZDN/PZMw9wZv82VFWl64BR3PXkm9z59PuUlxYz69amDQZbYvbs2dRWV9Ahsz9et4vlbz9/1SkpdZandSvRSRmZRIUbiY3Q0sj0vhVhUdKROmACY3/xT4be80di0nuhyl4KDq1lz99/wrEvn6O24Bx6SUJWFL8zFGjpTg6bk6L8cnKzizl+9JK/4WDdqHWNUoH05jC6z3kSQ3gsjrJcTnz6JJdW/glUBXOHoYT3mtb0XsqzKdv6JqXrX8RVcAIEEVOazwZY8fhtavU6sVXvnygKAQ7JsqJgc3mQr/JZW5K6kXbjY+issfX2tyUXAvbR6XXExEcSnxyD0ayJcrNBhy5IXxhREK5coB5kqG6v3GS706NtqxMapReP+t2bWjy9qrJn4d84svpjAIbc+iD9p97jr+/QGUx0HDCW63/0DN9/9SvGzf0DHfqNQdIZqCq6zOGVH7L4mbtY9PSdHFrxPpWFTVO2JFFs1QJFbLgZIKCD+vLPP8DY4L02NPj7/b/4HQDvvfceJpOJ3r174/V6WbJkyRWvFSJEiGvDN6/eChGiBU5cKmP3qZDI+F8iNsKMTqr6xkXhJ321Gel9xhARk0BUmJHoMBPRYUaMhuC/unQCiC4XotGAoqqYw6LoNvwmTmxdxOH1n9Ku2yAUuwvR2nzdRUKUBZO+5V+NRZfPs2vF5xzctBy3U+tIbbSEMXD8dPpNmI0hKhmb00NBiZYqGB3dfI1AMOr2T+zQhZyzxzi9fysn92yi57Dr23QeAI9XRlFkyi5rDkx1OfaiKGA26jAbdaiKitMr43bLuGWFxO5DSew+lPLsE5zfPJ/CU7soPa39iUrvTdrIWUR17E91tR2nzYXH5aHW6faf1+lwk5tTSlqHeEBLrTIa9Hi9il8wCQIYI+LIvO33HPvo1zhKLgFgSOhG1OA7AwqV3eWXqTnxNa78o9QdbO4wlPAeNyKFxVOQewgUL7Kzyu9MpZMEBMQWazCCiRFVVXE4vZiNugA3p9ZijEqhw9QnyN3wF1xl2eSsfoXkMT8iutNgwqOsmBt89gS0FL2WRJFBJ2pRpGZeD7ZdVcEtywEixeVzZopIzsBgjcRtq6Ii5wyx6T2bvbaqKBxd+ley964EYPjtv6LH2BnN7q83mskYNJ6MQeNxO+1cPrKdrAMbyT25l8qCSxz8ah4Hv5pHTLtOdBx0PRkDrycioT2RFkOAeAj6HPRaXxsAh70+PW/dsoXc8YsnQdCeq6FBdKPvkOEMHT2OPds28eyzz3Lbbbdx7NgxvvzyS+67774WrxciRIhrQ0hohPjWOJZVyt7Thd/1MEL8i5FEkYQoK/llTR1qWoutqpSsw5sBmHbbffTMTG5VGhOAJAjINgeSxYSsuuh53a2c3vkVpZdPU3DuEMld+uMqK8WretCbzBitkf5JbXSYiXBz8JVVWfZyau9mdq34nAtH9/i3x6V2ot/k2+k65AY8qg6XouJyaJNuvVmL7rQ1VaNu/72r67sZf/7qo1x320/oOmAkyR26opMkBFrurK2i4vYqVBVexut2ojOaiUxKa7KfIAqYDTrMBh2qquL2KDg9XmLTexJz99PUFGVzfusCcg9toPLSMSovHcMYk0pMrylY0gahoDlTCb5Gh26vQn5uGdEx4YSHm1AR0OklFGcNstuBzmBBFxaJiooxLBbRYEVxOwHQhSWAr+jfU5FDzYmvceYd8Q1UwJw2hPCeN6ILT/SPXzJHItvKkO2VARa4WsqWFHSiLokCzekIzTrYg8mga1WdRGN0lkjSJv/GZ397lPxNb2I1/ghzu5vrnzlgbmRNGwzBF9VwNZP211yky+1R/EJDllW/4BJEkbhO/cg/uoWScweaFRqKLHN44avkHtqAIIiMuvM3dB1x45Vu3Y/BZKHz0Il0HjoRl72Gy0e2c/HARvJO7qM87wLleRc4sOwd4tK6MnDsjfQdNZmYpPbNni/GF80AcNjtAERERVNdWcH2lYvpOnIyLruNsMRowo3x/u/0vb/4LXu2beLDDz9k9WrNFnfDhg2UlpYSF9f6FLsQIUJcHSGhEeJb4ejFEvadaT4/OcR/N4nRljYLDZ0kEmk1Eh1uZOve+SiKTJeeA+jdt3+bziOKWmtu2e5ENBuxRMbSddiNnNq+lJ2LX0evN1BRlOPfPzq5A11HTaff2JuJjYhqcj5bdQX71i5i96ovqSzRonOCKNJt0Fh6Xz+LmMxBKCq4nC4QQJAkkEQEUcRsjCcmJZ2FCxcxe/bsVt/DwoULCY+OJT49k5xTB/E47XjdLjZ8/Bc2fPwXjJZw0noOpEPPQaT3GkxKx+5IOgkR/H8EQas7UFTVnzYVm9q1iXNXYwRBwGjQCr5VVUu90id3oPvkB0keMJ3c/SsoPL4BV3kOBVvfRh+2mOiekxBShiLoDIhivdg4fzaPzG4J/8/eeYdHVeV/+L13es2kJ5BCD12QYkFQUQlYKAlFbChFVyyrK/rT1bW3VdF1XbEBdkUgoYhKQGzYBZUivbckkF5mMvX+/pgkJGSSzKQheN7n8THMnHvOmWEynM/9lg/Zv63m8I8fU5J7PG3GEp1ITL9LOLrlezxl+ZVioxz7nrVIai3e8nwqDv9etSsMyYOw9LwUtbVurYvKEI63PD+gO7gsg0aj8ndjqnEoDyo1zuVBCdFfo3p+vZGe4//J4bVvc2T9Z+xc+RoVRbl0HjEVWZKDEhlVaDQyLq83YNZffZEOl9sLlRGAE2s2orucyZGNX5O36ze45Lo61/o8btYveIrszd8iySoumPovOg28KKi9BkJntND1nFF0PWcUzvIS9v3+DXvXf8GRbb+Sd2AHWe/sIOud/5DYrQ99hqTS97xUbNHxteaIsB7vSOWwlwPQtVcf1n/3DfOeeRiH47gvSHLnroy56gZGpk+mV/9BXJI6itVZn/H222/Tv39/fvvtNzIzM7nxxhub/JoEAkFwCB8NQYuzYfcx1u0QIuOvzsY9xyhpxCncpNcQbvGnQ1mMWmRJwllh5+7rLsFeVsIt/3qR/ueEli609UA++SUV1X+WDTp2fb+S7xY+B0B6enotp+zFixeTmZmJRqdn8t2z6XbmEAAO797C9ys+YMM3n1a3mDVabPS5YAxdhoxGb4sBSUbWa5EkCcXrDRhe2LxqAb8s/C8HDx4MqiA8OzubpKQkhl8/i8GXX4PP6+Hnj9/l87dmgySh0RlwV9hrXaMzmknseSbJvQeR3HsQcR27I6vUuN1e8kvsfP/+bLZ8sZheF03i7Am3BvdG+hQUtwef2wM+/yG9yiCwqLCIQ79nkf37StyOEv/7rDNj6nohhs4XIOtMyBKUHdqMfd18FK+L9LS0Ou97lUmhIqlJuux+SnZ/T+EfWTU2IWFIGoi512VoAgiMKgq+n0vFwXVY+43HnHJx4EEK1WaEapVcq4C4MTRqFTqNKiifDVmWMIeZMFkM/s+FonDguwz2rHkLgOge5zLgynvR6hpum3wiLo83YJG3SiVjrCeVsMolvKCkAm+Nlrf2ghw+f+Y6JFlm5IMZaPTHu8V53S7Wvf8Yudt+QlZpGHjNA/QJ8XcwWBylhZTt/oU/vl/Fns2/oNRwuk/qfgZ9zxtJ3yGphMfEMjglrrq72aN33Mjq5YvR6fV43G7S0tJqG2BmZJCZkYHeYOThl+bRs0M7Lr1gCLIsc8cdd/D8888zfPhw1qxZ0yqvSyAQHEcIDUGL8vvuo6zfcbTxgYLTnkBO4WqVXFlr4a+3CNRV54uPP+SDV54kpl0Sj7+2HDlAkWxDbD9UwLEiR/WfD29fx5q3HiZ1xCUNmuVNmzaNrKxVnDd2Cnv/WMeBbRuqn4/t0J1eF6aT2P9C1HoDkiwjVUYtUKtAUertaOUsL+Wju8dw0QXDWLZsWYMtbj0eD6PHjOHLr7/h1tdWoTdbq5/76Ilb2fnLVyT1GsjF18/iwB/r2L/5Fw5s+RWnvXYrVa3BRFLPM4lLOZPILv34/v3ZHNu9mQtvepQu54yk0oHPf4ffV/n/qp/dHnxuNzTiL2F3uikpLWPXutUcXPcxzpJjAEhqHcZO56G2JVKy7l1GpqYyf/68hk0Ks7LQR3fGkbuzxrMSsUOuJ6zLULw+Hx6vgsenoCh191X822LKd3yOKeViwvqNb3Dfbo+CRiURqjufWiWj16rrvUySJMxWI2arESlApCJ309dsXfYCitdDeHJPBl/3CDpTKMZxCuUVHnwn/JOtkiSM+sBtYU0GDVqVTGGZs85za569nvL8Iwy+7hHievrbxXpcDn5+52Hydv2GSqNj0LUPEZcykMgwQ53rWwKzXkN8hBmA0sI8Nv/wORvXrmTflvU1ankkuvQZyOVpEzh/1BVERsfyt/QRbPl9PaNGjWLevPo/W9OmTWfVqixefW8xH3/4JsuWLeOyyy7jk08+QZZljhw5QmxsbJ1rBQJByyGEhqDF+G3XUX7dKUSGwE+VU7heq8Zm1hNh1mGujFrUh8/r5YGbRnP0yAGuuvmfDL9icsjr7jpSSE6B/46/01FG5tNTuOjC84M75I8eTVZWFj6fD1mlovPA4aScn05s1z5+wSPXTreRZBlUsv+OfwMH84ObfmD1f+4iNXUEc+fOJT4+vs6Y7Oxspk2bxsqVK7ns1sfod9HYWs8X5h7itdvG4nFVMObOp+lz/uWA/z3L3bfdLzr+WMeBP9ZTUV4ScB99Rl5Np0EXEZXcHbnme+H1oXi9/jvK3krDN58PpfI/fEqD3brKHRWsW7uKI79+jLPAn5Ymq1SkjhjB8uXLQ3rfzckD8LkrsB/5A1ljIHHUvegjEqvH+xS/4PB6fXgrRVLZ9s8p+X0x+sSBRJw7vd61AHSaypSwIFsd10Qlyxi06lqBK0mSMFkMWMJMAQVGzXGOw1tY9+4juCvKMEW15+wbnsAU2S7o9T1eLw5X7X3LkoSpHqFR1X3L4azbXWrDkv+y/6cVdDx3LH1Gz8RdUc5Pbz5Awf4/UGkNnHX9Y0R16ossS0RaQ4u+BEtClBmDtu7eS/KPsun7VWxcu5L9236vflyWZXoPOIstv/3CJZdcEtRna8yYsXyzdi2fffoJQ4f62yX37t2bzZs38/LLLzNz5swWf10CgeA4QmgIWoRfdx7lt11CZAj8+fnto8wkxlg4dKyMPdnFQV/72w9f8PJjf8dotvLsO6vR1eOd0RB7c4o5nOevD9ny7VLWfzqXQyGkLSUmJhLffRDDpj6AKTKmwfFVQkPxeBttm5u79Sc+nf0PFMXHuHHjaqV6LFq0iCVLliBJMh6Pm/guvbj+qfdQaWofwr5d9Dpfvf9fTLZIbv7fx7UiHlX4vF6O7t/B/s3r2LXhRw5tWYfbUV5rjFpnIK7rGcR360dslzOITvanWjWIQm3x4VUqRYhfYB04WoLT7SV/z+/s+fotvOV5HDp0KKT3PaxHKtEDx+PzuDm0ejaO3B2ojeEkXXY/GlNg8z2volC8+yeOffs62qguRF00q951pMpDuYTf1M7pbry9a6A5DDo1qhoCQ26k3kOuvEaWJEqPHuDH+ffjKMpFawrjrCmPEp7UI8jVFewVnlrtdyUJzPrQvWuObFrLuvcfwxyTxHl/e54f5/+TokM70OjNnDX1CSIq96SSJSJaQWgYtGoSoiyNjivKy6Z45w98/dkytvy+3r8nlSqkz1ZSUhLPPfcc3333HYsWLaJPnz5s2rSJYcOG8fXXXzf7tQgEgvoRQkPQbNbvzOX3XcdO9jYEJ5FIq56EaAsJUWZibMbqXOrC0goyv90V9DzP3HM9OzavZ9SEaaTfcEeT9nLgaAkHjpaiKArLn7+RS84/JyQ34IkTJ7Lmu19Ie+KjWi1WAyGpZJCDExqbVn7Ajwv+A4DJaqO8pKj6ObVazcDLr6XvhWN45/7rqCgr4eyx13Px9bUPzR63izfuSCf/8F4GXnoVI2/8Z4NrHit2sOXrZayd/zjWmAQiErqQvf1XnCdEPNQ6AzGdehPfrR/x3foTldwdlbphl+Za+BSOFZZT4XTj9Xj5+fXbGDX83JDe9wkTJ/LJ59+ROPoxJEnC6yznwGdP4So6gtbWnqRR96HSBRae9twdHPzsaTTmKJLT/o3H58PrVfD6akeZ9Bp1tW8IgMenUOH0BHTXbgiLxUh0TBiaIAz1ZEnCqFPX+ixVlBbw01sPUHx4FyqNjjOvvI/4XucGtbbH68Phqi2Q6uuU5vH6UFDqGAECuOylrHxsPCgKpuhEyo8dRGsK45ypTxHWvkv1OJVKrjbKa0niI0xBCSSrSUufjv7uUEcO7ufm9BFcPPzC0H6nJ03i9983kJmxmL59+9ZKyzp06BDt2gUfVRIIBKEhDPsEzWLdDiEy/oroNCo6xYcxrG97rhrenbFDujCwWyxxEaZqkQEQbtETGx5cVGLfjj/YsXk9KrWai0Zf1eS9qSrTm5z2EgpzDzJ+fMM5+ycyfvx4Co7so6K0qPrufX3/4ausa6hMO6rvvwO/f8uPC14E/MZ4M19ewd3vfEu/4WMBSOw5gNTr7yI+uQtjbn0MgB+XvsWe9WtRQfV/Oo2WS2+8H4D1KxeQu+uPWs/X/E9SFLxeL3l7twCQ1Oc8hk99mKueWsrY++Zx9vjbST5jGDqTFY/TwZGtv7B+2RuseHYm7945is9euIPfVrxF9vbf8DgcKB5vnf98LjflBUc5tncLOVu/5+C6T9m5Zj6leYdCft8njB+Po/AIPqc/+qLSmUi4+E7URhuuosMc/uIlfF53wGvVRr/viMdehCyBTq3CqFNjNmgxaDVo1SrUKrmWyABQyxIGvbpRD4cqTGY97ROjiYi24lXA52tYoKgCiAwAvSWCITfOJiZlMF63k1/ee4Q93y0Nag9qlVz9GT9O4H24vb56/Wy0RgvWuI4AlB87iM4SwZAbn6slMiDkUpag0KhU9aZ7nUiE5Xg0xWgyU5B3LPTf6fR0du7YTnx8PJMn+9Mxw8PDURSFxYsXhzSXQCAIDdHeVtBkftmew8Y9eSd7G4I2IirMQEK0mYQoCzE2Q6N3+6tISQwnt9De6LhVS94GYPCwUdgaSVlqiKqWoW6nvyC8qWZ5bkc5eqMFFL+vgr+AmlqRC0UDyD4UV+ADMEBR9j6+ePVfVB0G+19wOZFh/ojGH9/5OywNT5+GofLs2P/cizhw2VX88MkHLHvxn/z9xQysNd6PXv3P5oxhl7Lhm0/57LXHmPnM+3UK5iXA43TjLSzl2K4/AIiM7YjP7u/GZQtvj21we7oPvhTF56Po6AFydm8kZ89GcvZswllezJHt6zmy3Z+qIqvUmGwx6M1hqNQavG4X9pIC7CX5KL7AtQ5Nfd997gpUen+BsMYcSfuL7+TgZ0/jyN1Oztq5xJ9/E9IJwkBttAGg+Dx4nWWo9Zbq90GtklCrVISZdKhVMm6vF5fbi8uj4PP5qsWAw+WpEwGpwmjSY4swo6ll5Kjg8njRqGRUAVKnVJJfxEj1HNXVOgODr3uETcteYv/Pn7L54zk4io7Sc9R0f0peA+g0KuzOms7sdRueKSjV7u0KSp19lBdkYy/0dwdUaXQMuWk25qj2ddYK8tc8JMLNunrflxOpmbZV1da2qZ+t0tJSHnroIRYsWFDtVfPRRx9x++23hzSfQCAIHhHREDSJn7cJkXG6o9eq6NwujPP7JnDV8O6MObczA7rGEhtuDFpkAHSMC0OrbvirpuBYDuvWrgLgknHXNmvfqsq2pRqdv1NOU83ytCYzklqNpFEjazTIWi2yTous11X/J2nVfs8MrQZJo0ZSq6p9NJBlKspLWDXnXtwV5dUntrNHTQLgx88+wu10EN+xO136nVNrD5fecBfxHVMoLynkoxfuw+etfZi/bOrd6AwmDu3czC+rM6of10oKFlkhQqWguFx4XU4KsvcAEJnYtXqc2+mg+OhBjuz8jd2/ruHglh8pOnoAn9eDKSwKraF27rzP66E0/wjH9m8lZ/dGjh3YRnnR0WqRoTeHExbfhcjOg4jtdWGz3ndZU7seQB+RSLvht4KsonTfLxz7ZWGda2WVBpXOL0489rrrajQqtBqV36Fco8Zi1BFp1RNh1WM2aNFpVZj0dR26DUYd8e0jiY61nSAyjuOPGtQWKCpZblBkHN+3ir7j/k6PkX6X6t1rF7P+wyfxuhtuC62SpVp7DRSz8KdN+Z/znhDVKDt2iO9euwtPRWX0SKsPqSi9OahkGYsxuGiGQa/CUKN1r8Hob8Pb1M+WxWKhW7duXHvt8e+Y77//noMHD9Z3qUAgaCYioiEImZ+2ZbN5b/7J3oagFYi2GUiIspAQbSY6LPioRUOoVTJd2oezZX/9n5k1yz/A5/PSve9gkjoHWxgbmKrUrZjoaGLbN80sL6Jdh+Baj0oykuKr240K8Hk8fDn3IUqPHUZrtOCylxKZlIKlY09KHBV8v+J9AIaMuwEPEpLiv04C1BodV939HC/9YyK7N/7EVxlzGT7xpur5rRHRjLjmNj5+42lWvvMfBp07nKjwSCQUykuLOZqXy9ade9i26Td8HjeySs0PmS/hKMmnvDjfL3yCQFZpMFgj/JEdJNwuB/aSfDxOR61xrooyjBHtMUYlYW3fg/Kc7SxevDjk990Y0Q65hqdDFab4HsSfN43sb16ncMsq1KYIInqNqDVGbQzH6yzDYy+CiNru52Zd4IOtSpYx6GQMOv8/hR6PjyK7Ew8SYWEmtEGm93i8fp8RTWWKll6rCvqOvSRJdL3gSgy2GH5b9BxHNn1DRUk+g697BK2pbrF/FVq1qlrgKAp1cpzcNcSF1+erFiYlOXv5Ye69OMsKMUUn4ijMxVVeTOnR/VhjO9TdX1CvInhsJl3QqWo13cABwsIjSOrUhUWLFoX22crIILlz1+rIxoMPPsh7772Ht1LAL1y4kClTplBWVobZbCYyMrJFvvsEAoEQGoIQ+WFLdoMHRsGphV6rIiHKTEK0hfZRZvT1GH81l+6J9QuNCns536z050lfMq6uS3EoqFUS3dqHo9eoMek1HL1sEovnzyYnJyfoDjVLlizhkuvvIsyoxe7y1rlbfSL19dP44YPnObJ1HWqdAa3BjMteSo/haTg9PrZ9tZzy4gLCotvR9dwROANMYWjXkZE3PsDy/97P6g/m0K77mUS2S6IkL5fyglwknw9zWARlxQU8dWs6eoORovyjuF11PRN8Xg/ZO3+r9ZhGZ8QYFoUxLBJTWBRGayTGsGj/z5WP6UxhdQ5ciqJQfOwQuXs2VqdbOUoLKTiwmYIDm/2DJJmMjIyQ3vfMJUvocN7VxEeYKSpzUnFCwbO109m4ywvJW7+IY78sQG20Ye04uPp5tSkcZ+HBOhENnUaFupGIWvVYg4aOMWEoKhmny4vPp+BTlOr/N4TXpyB7FUz64EVGTRL6DUdvieSXdx+hYP8frH3lDs6+4fF6Iw0qWUKjknFXFnzXlASKcjxtCsDjVdBpoOjwTn6cdx8uewnW+E6cM+1pfl34DMd2rOPYzl8DCo2WzJ2SJYkwU/AdsmrWZ/i3InHp+Kt5Y/bjof1OZ2Zyyz8fw+lVMMjQqVMnbrjhBubOnQvAQw89xKxZxxsvpKSkcPPNNzNlyhRsNlvQ+xUIBHURQkMQNEJknB5E2wwkRvujFlHWlolaNEZVUXigWo1vVy3BUV5KXEIH+gwa2qT5TQYNPZMiSEkMp8TuIv97f7rQuRePZvn7LzNt2rSgfDSmT5+ORqdn8PAxSHoNBp0Gl8eLw+nB6fbWTVGRCNhtassXi9nyxWKQJPpdNoV1ma+i0ZvofNYIHBUuflz6FgBnjbkOlVqDx+WkJD+X0oKjlOblUlqQS0l+LiXHcjBYbDhKi3jrgRvq3XtpUT6lRcd/N81hEegsEVSUl1BeeJSYTr3pNnhkpZiIwmiNQKurGzkIBkmSsMUkYotJJOXsy1AUhZK8w+z+Yz3ZuzdSfGgLrvJCFEVm6tSpQXkdTJs2HVmtJbr7MLw+pTKaBkeLHLUER0TvkXjKCyjatoactXNRG8IwxqUAoDLYAHAWHsZTUYpKZ0aSJUz1dGSqiUqtwmAxoNUdHyvrJCpcHmRF8lfXQ4PCQyVLqFQSDqenupVtqER1PoPzbn6BH9+8n/K8Q6yd83fOuv4xwhO7Bxyv1ahwe311PoPuE8SxT1HI2/cHP7/1AJ6KcmyJKZx9w5NojRaiu/Tn2I515O36jc7npdVZoyW/HaxGbYBC9sBoNDIWY92/u/NGXMrrzz0W9Gdr+vQZ6A1GUtOupNzlxVDZKWzo0KG8+eabAFx66aW12k1nZGQwa9YsHnzwQRYuXEhqamoTXq1AIAAhNARBoCgK32/JZtuBgpO9FUETMOhU1elQ7SJbL2rRGN0TI8gttPsN1kqKcFbY0Wh0rF76LgCXjL0WOchDSBXxkSZ6JUeSGG2pTpnSqI7XMxjNVm689zleevhWxowZ06BZ3vTp08nKWsWUB1/GYLb6c9vxp6ho1Sq8Ph8OpxeHq647c00Ob/mF79+bDcCg9Jkc2+svxo5L6cfedV9waNOPFGYfQFap+W1VBt8ufA17SfA559bIGGxR8VgjYwiLjOXA9g0c3LGJiNgErn/oFcJj2qHSaNidXcyyJ6dTXniU3hdNpOOAC+tOdqIzuILfebvSM8P/56rnAr9mSZIIi06gw4AorN3OR1EUKopyOLJxFSuzshg9ejTz5s1r0KQwK2sVPcbcg7oybarC7UWSoH2UGZ9PIbugnAqXB0mSiBk8GY+9kLIDv3L4i5dof/EdOPP2UnHY7+RetPVzirZ+jiG8HRE9hhPe90IIkI4FIKtkjBYj2gBtVtWyjFGnweE8/vctyxIylcJD8Xt4+Hw+ZEmqLgj3KQp2pxuDVlPdmCAULLHJDJ35Ij+99S+Kj+zi+9fvZsDkf1a7d9favyShVas4Mebm9tR+pHDvRjYteBSvq4KIDr056/rH0FS+J9FdzgQgb88GfF5PHT+VlroPIQFh5uDb5PoLxuuiklX4fD5WrlzJmDFjmTv3jQZ+p2ewalUW/563AIs1jDKnlygTZGVlMW3aNFJTUwM6i0+YMIGcnBymT5/O5ZdfzooVK4TYEAiaiPDREDSIEBmnHpIE0WEGEqItJEZbiLTq/xT5xnn5Bdz5r+dYs2IB2Qf3Vj+uVquRVRqemLuC8CC6TalVEp3b2eiZHFkntQKgzOHio6921Hps8/rveP3pWbicFYwbl8b48enVdy8XL85gyZJMNDo9k++ZTbf+Q6qv8wKOE05xPkXB6fZir3BRVlpM2bFsyguPUV6YS8Gh3Wz/Zjk+jxuNwYTi89WpZ6j3dWl1WCJjsUbG+sVEZBy2KL+YcDrKyXjpIXxeD2Nuup9zLjvumF5eUsTsmy/HXlrEpTfMYti466lwe9l3JI937kjF5/Uw8fGFWKLqHsZCpqrrVi1x4v+5pKyCgpIKfD4fPp/fXbxw3wZ2rHwRn9vFuLRxTBg/vo5JoVIZIbDEdyUsoQdhCT2xxqeg0vr/bqsM45wuD0fyyv1Cz+Pi0KrncBzdhUqlAiTS0tNqz794MZmZmchqLd1G/p3wDmdUvwxZJWMwG9AZGj/4KoqCw+nFqwROodOqVeg0Mj7FX6vhrXQtVwCDVoU6gIdFMHicDtZ98DhHt/8Ckkyf0TPpeM7oOuN8Ph/20iJkrwuVzoBKb6nls5G/az2bP3oCn8dFdNczGXTtw6i1x39vFJ+PrCcm4SovZshNs4ns2KfW/HqtKmBkIVQsBi1x4cFH0bonRQR0JN+1dTM3XDYMc5gNfD4qHHbGpaUxPr3G73RGBksyM9EbjDzyv/kMHjocgHCDhvZ6D8nJyQwdOpSlS5c2GhEZO3Ysa9euZf/+/SKNSiBoAkJoCOpFURS+++MI2w+G1uFD0PYYdWq/G3e0hXZRJnT1dMg5WWRlZTFx4kTsdjtpaem1DvqLFi0iM3MJOr2eG+99jt4DhgScw2zQ0DM5km4JtgZfn8vt5d3Pt9Z53F5WwvdrPubrTz+qJXRiEzoyeNQkBgwfg97k77bk9bgpLcyjOD+XgrxcCvKOUpqf409nysulOC+b8sI8fN7gnKUlWcbWriNqjY5je7cgySqGX3cn0YmdsUTGYI2Mw2ixopEk1FLgdoDfLnuXFfP+jVqjZeZzH9Cu4/F0ml9WZ5Lx0oNo9QbumvMxsimCzb//yrKnpqMzhXH1cx+3uth0OD2UOWq3+VUUBWd5CYd+/ZxD6z6l5Ojx7j4GawQetwe3o+TEqZBkFeaYToQl9CQsoQeWdimYzRYirTpK7S6O5NvJ3fY9Od+8ysiRI5k/f37AfP2cnBymTptGVlYWPa64h4hO/TCYDeiNoTpdKzgC1Ov4RUZgIVElODRqGVmWGvNzDIjP62XTsv+y/+fPAOg8bDw9R/rb37odZRxcv5oDv3xCSe6B6musMYnE9B9JXL+LKNq7kT8WP4Pi8xDZbTBnXfMv1Nq64mr9h09yeMNXdLvoGrpfUrtOyqBTYQ4i/awxEqMsQUdTJRnO7h5fy5Onio3rfuSWiZfSPrkjbyz7gqzMBSx9fz77d++sHpPcuStjr57KyLTJmK3HC+q1KpkflrzFrFmzOHjwYEjO4rNnzxZtcAWCJiCEhiAgQmT8uZEkiLEZq30t/ixRi0BkZWVx+eWXk5qayty5c+s9EFal0Nz28P9qiY12kSZ6JkeSFGMJ6jX6fApvZv1R7/MVDjvb9u0h78hBKspLcJSXUpJ/lOKCShFRcJSywrx6i7zVajUez3GBodFq0VvCcbucVJQWodGbGJj+N2ztOvD13EexFx7j/OkP0u28y1n5wp0c3PAdPS5IY9zfH/EX9EK94qImiqLw9uO3su2Xr4lu35HbXvgIrd5Y+Zp9vHbvdezf9jt9zh3ByJlP8P2nH/HdB8/RvucgRt7+fKPvW3NxuryU2Otvy6ooCm57KR6nHbXOiMZowVVezJpnr8fjtJM4MBXF5yN/70Yclf4OVUiSjCW+C7bEnsR17kt8Ymc+e3EmF114PsuXN157M3rMGNZ88TXD/++dOq17Q3qNbi8ujz81T6f2t8wNBoPWP9bl8eH2eOs10QuEoijs+moBW7P89QTt+gwjof9F/L7oGbxuJ+lpaYyvEclZvHgxGZmZSLIaj8sJKMT0GkqPcXdhNOgCuoTv/+UzNmS8QHhyT4be/J/ae9epMRtCcIkPgFGroX2UOejxEVY9PZIiAj7389ovuGvKeLr06M2bn3wD+N+jkqJC7OVlGE1mrLbwgN8ViqIw/dJz6d+vHwsWLAh6P5MmTWLDhg1s3br1T/s9KxD8Wflz3fYU/ClQFIW1mw6z83DRyd6KoAZGnbpaWLSPMgd9yDmZFBUVMXHiRFJTUxtMU4iLi2PZsmWMGTOG15+exbPvrOKMlGR6JkUQHiA9KhCKolBUVMShQ4fY8uv35B3NoTAvl6L8oxTm5VCYf5TCvFzsZXXvoAdCpVZjifCnLkmyzOGdm/F5vaTVOdhlkJGxGEVRkNUaJj08l7CEbuz+9VvshcfQGi10GnwxBYd3c3DDdyBJ9BlxJbg8mEI4wEmSxIS/P86Lt6dz7PBelr32JBP+/jgAsiwz9uZ/8dKdE9n0/So6n3Mpx/ZvAyAqKXAhcVsjSRJak7VWy1ad2Ua3i65hy6evc3T7L1w0az5qnRF7QQ55ezeSv2cT+Xs3YC/IoeTIDkqO7ODAT0tBklDJMvPnz2tQZIBfGM6bO5fEpCQO/fo5nYaMa/Jr0GlUyLI/g0wbQkqUw+XFp/iLoZE0KIqCy+3D5fHi9vrq+FzURJIkul442d/+dvFsjmz6huzN3zJy1EjmN1BfMHXqVFauXImtQz96ps1CklV4vAqBvjaiuw4AoOjgNtwV5dX1G9AyxeC2EGozACIs9Y93lPtbM+uNfpHtdrkoKy3BXlZKeVkpOYcP+n8uLaW8tITyysftZaUU5uexY/t2Hn/ssZD2k56ezsKFCykoKCAyMjKkawWCvzpCaAhqoSgK32w8xK4jxSd7K395JAliw43VhdyRVkPjF/3JePvtt7Hb7cydOzeoA+HcuXNJSkqiYv+PDEk7Xvzq9Xo5evQohw8f5tChQ9X/r/nz4cOHsdsbdyAH0OoNhEXGVRdUh0X5ayOqf46IwRQWgSzL7Pj1O95+7BZSU0c0WDg6depUslatwusoIdysY/e3SwHodt7lqLV6Nn36HgAd+g3DEhGPvcKFNcQ7xSZrOFfO+jdvPDCN9WuW0uWMs+l/weUAxHdM4dwrrubbZe/wxbvPVtc4RCW3jdAI0hqhDp3OHcP+n1ZQnn+EnV99RI/UGzBGxJEUEUfSAL9Xhr3oKPl7NpK/ZwPH9mzEXXKMtLS0oFJfAOLj40kbN47V335Kz9TJSEgolbUliqKg+JRaf0bxR4kCOeGFW/SoZYmSche+EPIBnG4vReVOwkxaJElCp1Wh0/pP/V6fgttTKTzc3oDzJvS/CLXOyPr3H2XEiBEsb6CLWlxcHMuXL2f06NF8/uU3eFwONHpzZe1IXZdwoy0GU1R7yvMOk79nY63C8+bewdepVRj1tfepKAoetwunvYwKezlORxkV9jKc9nIq7KUctsg47eXVAqG87LhoyD7kTxPbtvE3LuoejytAO+fGaI6zuBAaAkFoCKEhqEZRFL7eeIjdQmScNIx6tb/1bJS/Q9SpELWoD0VReOWVV0hPTw/pQDhu3DiefOIJfvj+ew4fPszhw4c5cuRIrXSlhoiMjMRsi8YaEU14VCzhkTGER8Vhi4whPCoWW2Qsdl1waViOshI+fPYuUlNHNNget+pgN2bMGJY8dxdTnnqPXeu+BuCCKybhK89j149ZAPQZ4S/ktjs9+FD8XYxCoFPvQQyfeBNrFrzCklceJbFbX6La+Q3qLp48k41rV1Jy9HB1u6Co5JSQ5m8qTfGOAJDVGnpeeiO/vPswu9cuJnnQKIwRtT8vRlsMxjMvJvHMi3GWF5P12ATGjx8f0jrjx49n0aJFeBxl6MxBmDFWUiU4FBR/CpRKBYpCuEZDqd2Fx+ttUJjUxO3xUVjmJMykq9WRSiVLqLQq9JXCw+NVcHu8uNz+iEdVFp+9IAckifnz5wcXyZk3j8SkJHI3fEHCWaOrXcLVqrp/V9Fd+lOed5hjO38N2OEKKv053C7cFeW4HOW4K+y4HGW4Kvw/ux3l1T+7HOW4HeVI3gq8TodfSDiOiwlvkL/P9eFx164HMpjMmMwWTGYzRrPF/7PFWvmYBaPFgizLvPniM81yFhcIBKEhhIYA8Oe1f7NJiIy2RpYhNtxUbZoXqIvSqUp+fj7bt2/nsRDTFKoOhIsXL671uCzLxMfH0759exISEqr/X/Pndu3aYTAYyPx2J4Wlge90+hRweIM7FK//YhluZwXz5gWXolMVkVnz1rMoPh8dew8kIbkLn745G5/XQ1KPM+nYox/lFW68Ph8VTg/GelyrG2L4pJvYs+kX9v6xjg+fncXNz7yHWqNFbzQz8oZZLJx9DygKWpMVU3jjnbxagubc+Y7reQ5RnfuRt/t3tqycx8Cr7q93rLeyi1dT70q7nfaQhEZVy2W9VlXtrg2gVqsI16n9HalqhCDqi5TUFCPFdhdWgzbggR/8ndXUKrXfsVwBt9eLy+3j4C+fkN6ESM7Krz4jrv8leF0VuN0OJK8Tj9OOp6Ict9OOp1IkABz87XNc9hI8TjvuinJ8bof/+Upxofi8jawaGjqDCZ3RjN5oQmcwEx5uIyLC5hcH1YLhuGj4Ze2XrFj4HudelMo/Hn4Wo8WC0WSu7D7WMIqi8OWKJWRkZITkLJ6RkUFKSgoREYHrRgQCQf0IoSHA5/NHMvZkC5HRFlRFLRKjLcRHmE7pqEVDlJWVAU0/ED744IP07du3WkjExcU1etivouaB8ESCzXZRFIVfVi4kLS3UiEway5YtA+DskROpKC/lp5ULARg+fhrtIsy4vV6Ky11UuL1NEhoqlZor73qaF/+ezuHdW1j5zn+4fNo9AHQbfBFhsckU5+5v08LV5qwkSRK9LruJr1+ayZGNX5N/7hgiO/QOOFal86cQNvWutEZnDHl/Bp2qHqM5CYNOTYXLU13gLUnS8fe9gV9tF6DSqPz+G5VCpDJ0Ut0yGPw/a1Qy3opCinMPMH78cyHtvUq4r30quIO1p6Kcwxu+bHiQJKHRGdEaTGj0RjR6E1qDCa3ehMZQ+We9CZstjIjw8EohYUZnNPn/bzChN1nQ6o11vHP6d4nGqK//d2Lfzu0ARMe2I7Z9QlCv6fi2JUZfdQNznnowNNf6zExmz54tCsEFgiYghMZfHJ9P4asNB9mbE1yBrCB0qqIWVSlRwRY3n+qYzf4uM009EN5+++1NzofWqus/4QUrNOylReQe2sv48f8Oae3x49NZtGghRouNXudczHfL38PpKCcmsTPdBvidzzUqFVFWAxqNTHKMlSMF5dhPaA3bGGFRcYz/+xO88/itfLvsHbr0PYvug87H7VWwtfMLDWdZMft++5qOZ14Q0txNoblnsLB2nUkeNJL9P3/G5o9fYdgtLyEFONxrjVassUksXrw4pLvSixcvJqJdByy28FrpSI1Rv8g4jl6rri7uDgWHy4tOAxq1XKnUjr+JNd9OCfAq/lSjpgr3qpnUOiNqvRGN3oha5xcKar0Jtc5I7rafcJYW0K7vBcR0PRO13ojVGobJYkGjrxQWBjMarT7g301NZEmiQ5wVVQjFOzqtqkGRAeBw+OuwDKamOduPTJ/M/BeeCtpZfMaMGRiNRq677rp6xwkEgvoRQuMvjM+n8OWGg+wTIqPFMRk0JFT5WkSa0DRw8D1diYyMJCUl5aSkKdSXkgLUcVGuD2flgaapB7s+Q/yFzN997C8CH5Z2Q527t263D7NBQ//O0ZTYXeQUlJNX4qAeb7g69Bx8AedecTXff/w+i158gNtfXIxLNlNy9FD1mB8X/pf2PQdXt8JtLVriZm/KJddzeMPXFB/eycHfPq8uBq+9jkTSoMvIyHwjtLvSS5YweNLf0Wr8rWY9Xh9Ot6/eNsbgb+0arLu3ViMjy1DhCk1sON1eFEVpNLKpqfz7a6pwP/vv89GHRSFJcr2tebdmvcnOLz9EkmWSBo0E/J2yqorWQ8Fq1IUkMsDf1rYxqrpOGQxN+zyrVCpsERGsXLmyUdf6GTNmkJWVxSeffCLM+gSCJtLEPiGCUx2fT+GL3w8IkdFCyLLf72Fw9zjSh3blygtSOK93e5JjrX9JkQH+A+HNN99MRkYGOTk5QV1TlaYwc+bMZqUpaBpKnQryTrbO0LyD3aAR6fz+9SeUFBzFGhFDv2GXBRxfUFoB+A903RLCGdg1lqRYC1pNcF/Pl15/F+069aC8pJCPnr+X0rJSio7sA8AUEYu96Bi/f/JmSK+hKTS1GLwmeks4XYdfBcDWlfPrdVVPHHAJKo2OqdOmNdokwOPxMG36dNRaPV3PvbT6cbVKxqRXV0Ysau9dwt9OOliRUXNOg04d8jvh8viocDX8OnTmMCLadahTu9QYixcvxhKdiD4sGqny4O/xBVay0V3OBCBv128NCrDGkACbOXSTv2Bq1Bz2SqHRhIiGoig8dc+tHDrgd/n+9ttvSUpKYtKkSSxcuJDVq1ezcOFCJk2aRFJSEmvXruWTTz5hxIi6glcgEASHEBp/QbxeH2t+O8D+3NKTvZVTGrNBQ/ekCC4ekMQ1F/Vg1OCO9OkYFXLP+NOZKVOmYDQamT59elAHwpZKU1C3QOqU0WIjNqEjixdnhLT2okWLMBjNxHfszjdL/Af888Zci1oTOCUkv6Si1p+1GhWJ0RYGdosjJTEci6nhA5tao2Xy3c+i1RvYs+kX1n74IoriwxgWyZDJdwGwec0iCg7vCel1hIxEi5gudBoyFmNEPM7SAnZ9/VHAMRqDmTMn309W1ipGjxlDdnZ2wHHZ2dmMHjOGrKxVnD31URSNoY7SVMl+cWDUqVGr/HLJoFMHdKUOBpUsYdCrQ47weLwKDqeHgJ9QnwIeL12HjCYjMzM04b5kCXEDRtUS7l6fElBIhCf3QKXR4SwrpDR3H9C0SJXZoA1oDNgQapVMmLHx786KyhbWekPoQuO9V/7DV58tR63RsGLFCg4cOMDs2bPZsGEDkyZNYsSIEdXmfLNnz+bAgQNCZAgEzUQIjb8YVSLjwFEhMkJFJUu0jzJzVg9/1GLSBSkM6dWO5Ji/btSiMWw2GwsXLiQrK4uxY8c2eCAcO3YsWVlZLFq0qNlpCg1GNIKcQ5IkBo2cSGZmaBGZJUuW0OvcS9jx61qOHtyDzmhmcGr9qWPlDjdOd910G0mCqDADfTtG0a9LNLERRupLi49u34GxN/8LgO3frQD8/hmJfc4hud8wFJ+X7z+c3ay71MHQEqWyKrWWnpfOAGDXN4uxn+ASXkVMt4EMnvIoa778msSkJCZOnFjrrvTEiRNJTEpizZdfM3jKo9iS+uB2+yir8OD21L2jL8sSJr3fwdps0DQroiZLEiZ96BERr0+hvMKDT1H8gsjjxVfhwudyoXi9dD1nJGqtnmkhRHJUah2xZwyv+3yAqIZKrSWyYx8Aju38NaS916QpN1vCLbqgRI3D7m8yEWpE48evVvPGbL/B5T8efoazzzkHm83G7bffztatW8nLy2Pv3r3k5eWxdetWbr/9dsLCgu9OJhAIAiOExl8Ir9fH578d4OCxspO9lVMGi1FLj+QILhmQzDUX92DkoA707iCiFqGQmprKihUrWLt2bZulKWjUzRcaAAOGj0GjC/5gN3XqVEBi5JQ7+TrDH804e+RE9EZzg9dWpU/Vh0mvoUs7G4NS4ugYbw2YM3/mhaPpe/7l1Xfsw+KS/etPvB21Vk/uro3s+nFlg+s0l5bqyhPfawiRHfvi87jYunJeveNiug3konvepceoGWR981Otu9JZ3/xEj1EzuOj/3iOm20AUn4Kj3IHiU3C6vdUthqtQyRI2sw6dRoXFoCXKqsds0CA3+TX5O1I1VC8UCLfLQ1FhGa5yJz5P7QiHzmjhgmkPszJrFWMai+SMHk1W1ip6jP8/NPq6nz9PPW7kUZXpU8d2/eZ/FSG+fqNOg14TevlnsK29q4rBjcbghcbBvbt55O8zUBSFMZOv54rJU3C4j//dS5JEZGQkHTp0IDIyUnSXEghaEFEM/hfB4/Xx+a8HOJwnREZDqGSJ+EhTtRt3mEkIipYgNTWV/fv388477zBnzhwWLlxY/VxKSgqzZ89mypQpLXYHsaWEhsFsZfLds3n7sVsYM2YMc+fOrbdwdNq0aWRlZXHGsEspyD7Ivi3rUanVDLnimkbXKSipID6i8YOTWiXTLtJMfKSZorIKsvPLa/mFXHL9PWz+diU+r4ecHb+jKArmiFj6X3Y9vyx5lZ8z55DUdwg6kzWEdyF4Wup8JkkSvS//G1//7xYOb/iKjueOISK5V8CxGoOZTkPG0fHcsbjtpXicdtQ6IxpjXVPGKrFhMBlAlnA4vahVPow6DeFmXa3uUrIkYdJpMGjVOF1e7C4PHm+wrQSOo9eqcXl8uAJErarw+Xx4XB7cLnf1B7TI7cVq1NYp2k7odRaXzHyaNfMeJjEpibRx4xg/fjzh4eEUFhayePFiMjMzAeg9+lbiug3EFWDf9bmER3f1C438vRvxedxIhPYd2JSbMJIc/HVVxeB6Y3DF4PayUv75t2soKy2h94DB/P2hpwEod3kxNaHIXSAQhIYQGn8BhMhoGItR6289G20mPsLUoAeDoOlUpSncdtttFBQUUFpaisViISIiosXvILZE6lQV3c4cwpR/vcyHz95FUlIS49LSGJ+efvxgl5HBksxMfD4fCjDyujv4eK6/JW6/8y/HGtm4YV6x3YnH6wv6sycB4WY94WY9FS4P2QXl5BbacXl8+Lz+yMuxfVvY8lUGvS4cT6+LJrLzx5UUZe9j3bLXGXLVrBDfheDwH1pbJj0rrH0XkgakcmDdSjaveJWhN7/YYEtVSZLQmqxoGxFRNcWGJEt4feBTlEpPk7o+7bLkj0zodWqcbi8OpxtXgNSrhtCqZWSpdkcqRVHwuD14XB58AYSAUmnsZ9Zr/MZ9NUjodRYTHl/Irh+z+HztUhYtWlT9XHh8MtbYZAqP7OHAL5+ROCAVt7fu30p9LuHW2A5ozTZcZUUUHthKZPjgoF+nTqPC1ARfmDCjLujPfkVVe9sgIho+n4/HZ81k387tRMXG89jLb6HR+mueykPsDiYQCJqGEBqnOR6vj9Xr93Mkv/xkb+VPg1olER9hIqFSXFiDKEAUtBxVaQpN9cgIhgYjGk04B3c7cwj3vLGK37/+mJ9XL2ZRjYhMcueu9B5wFr//9B0Dh12C2+Vky49rABg27oag5ld8UFTmJCrMEPLe9Fo1HePCSI6xsmPDzwBoDWZcjjJ+zphDbOe+RCV149zJ/+DT529n29rldDvnUqI79gx5rcZo6YyT7qnXc3jj1xQd3M6hDV+Q2P/iFpm3SmyYLUaMev9d7TKHmwqXF4tBE9CHRQL0GhV6jQqXx4fD6aaigSjFifg7UkmU2124XW48bk/jmkzx78vnUzAZah/gdUYLvYaPp+eF6TjLS3BX2NHojehMVuzF+WQ+ci1Fh3aw59sMkoaMD+jx4fXVFbeSLBPduT+HN3zJsV2/0vWM4IWGzdQ0j6Bg2tpWUd3eNgih8c7Ls1m76hM0Wi2Pv/I2UTHHWyGXORtOhRQIBC2DuHV7GuPx+lglRAYAVpOWnsmRpA5K5uqLejBiYAd6JkcKkXGaom6g403oyS9+DGYrl181jXdX/8iK9btY+M3vrFi/i7nLv2T3tj8AmHj9dH7+5F0URaHH4AuITeoc9Pwndp8KFVmWOLrP75rcsfdAOvUfis/j5su5D+GusBPfrT9dzkoFReG7D2fj87X8Hd2WzmzXWyLoNnwyAFs/m4/HFbjdbVNQyxI6qfZJ3+P1UVjmpNjuqlW/cSJatUyYSUekVe9vZxuMwvJ6kdweDLKC4g0QYmgAu9NDid0V8BpJktCbw7BExaM3hyFJEiZbFGdNuA2A7Z+/g7PwUEAR6K4nFawqfaqqTiMYNCoZszH0aAYEX58BNQz7GhEa361Zyfz/+NOk7nr0OXr1G1jreRHREAjaBiE0TlPcHi9Z6/aR/RcVGWqVRGK0mXN6xjPh/K5MGNaNc3rGkxBlEalRfwFaqkbjRCIsBiRJIiw8gviEJMLCI/jqs+WUFhcRn5BElx69+XHVUiD4aEYVhWUVTYq2VOHx+ti/fRMASd36cPVdT2GNjKHk6CF+/Og/AAxOn4nWYCb/wA62fbOs6YvVQ2sU0XYakoYxPJaKkjx2fb2o8QuCQKOWsZl0SCj4nG5O/FRUuDzklzopd7r9HaDqQS3LWA1aIq16TPoAheM+H4rLja/Cic/tAcWHSpYIN+sa/IwGwunyUlTuDPoz0vWcUbTvORifx82GxS8QyJZFUfydrk4kukt/AAoPbsddEVzKbZhJR93Es8YxGTToGjErrEJRFCrsjddoHNizk8fuvAlFURh3zTQum1i3TsrjU6gIMQVOIBCEjjhxnYb4RcZ+cgrsJ3srbUqYWUuvDv6oxTUiavGXpiVrNKqR/C04T2TZB/7uUpdPuo6l783H7XKS0ncAHXqeGdL0Xq9CUXnToxoOl4fDu7YAkNClFyarjSvvegZJltnxw2cc2/QlEVExDBhzIwDrl72BvTi/yesFojWa9ag0x9vd7v5mEY6io82aT6tRYTPpjodflMBiQ1EUyhxuCsucOAOkHdXaoyRh1muItOqxGjSofL7KtrRulACREUnyd7jSh1iM7Pb4KCyrwBdAHARa47xr7kGjN1J4YAuHfv44oBD0BohqGGwxmKMTQPGRs6PxqIZKlrE24vdSH6FEM5wVjuoWzfVFNMpKSrjvxmsoLyvljEHncNsDT9Q7n4hqCAStjxAapxkut19k5Bae/iJDrZJIirFwbq94Jp7fjfFDu3F2D3/UQiWiFn9pGopaKU1M8LEatXUEzK6tf7D5119QqdUMv3wsme/OBeC6m/9Ou6iGW9oGoqBGB6lQyc8v5NjhvQC07+Kvv+jUeyAXXXkzACvnPYXOmc8laVcT27G7v4Yjc06T1wtEa7UFje89lIgOvfG6nWxZOb/J8+g0KsKM2ro5XvWIDfBHiorKnBSXOxtMp1JJYFRJRBk0JEeZiA83Ntrm1WLUYjaElm7k9SoUllbU2562JuaIWAanzQRgW9ZbeIrr+sHU5xJe1eb2yLb1ja5jNWpRSU37zg0pbar8eIReb6gb0fD5fDx+1984sGcnMfHtePR/b1YXfweiXNRpCAStjjiNnUb4Rca+01pk2Mw6eneMZOSgDlxzUQ8uGZBMj6RILMam3U0TnJ5oW7gYHAIfiJZ/+BYAw0ZcxvdrsigrKSahQ2eGXDyKDrFWjPrQ+m005qfREFs3/Q6ALaYd5rCI6seHT7iRjr0H4qpw8OGzd6NVSYy/9SEkSWL3T6s4uuv3Jq/ZVlS1u0WSOPz7FxQc2BryHHqtyn/XvT4tVC02AlPh9tZJp5Ik0EpglMEg+bur+A3SJcwGfze79lFmTPr6xYRBp8Zq1IYUDfIpUFRWEbDA+0RSho4mPuVMvG4nfyx9EemEX4D6XMKr0qeObFvX4PwyUpPbgGs1ckhCq6o+Q28wIgfoQPbmi//muzUr0Wp1PPHKu0REN9zxTUQ0BILWRwiN0wSX28vKdfs4WtRyxZJ/BjRqmeRYC0N6tWPSBd1IH9qVs7rH0z7KLKIWgnppOKLRNMJPEBr28jKyln4EwOUTr2Xh/FcAmDzjFlQqFbIs0S0hnFBu9LpcXsoc9R92G2LH5g2AP22qJrJKxZV3/RujxcaRPVv57K3nSezah7NGTgTgp49eINaqa1Jb0hNpurld49gSupF4pt/M8Y+PXwnJ5dygVQV3M0JR8DldDTztT6cqKLajuNyYKoVGQ3/FRq2GdhFmkmOsWI1aApmF67QqbGZ9vc7v9WyV4nIXjkYOy/4Uqv9DrdWTv3cjub/XNW0MFNWI6twPJJni3AOUFQR2ZwcwGzQNpio2RIQltC5rDXlofLPqE9566VkA7n7yBbr37d/ofEJoCAStjzipnQZUiYxjp4nICLfo6NMxilGD/VGLi89MpntSBGaDiFoIgqO+QtumRjP0OhXGE7wMPv84A3tZGYkdu1BYkEfukUOER0aTmnZl9RiTXkPHuNBMCPNLm/Z7vHvrRgDad67btjYsMpaJd/hz1b/7+D22/PQlI669HVNYBEcP7uHXrA9pF2kmOdaKzaRHFeg0HAStbajcI/V6VFo9hQe3cXjDl0FdY9CpMYcS8axPbPgUFLcHX4UTd4WLnIIyjhSU4fIGd1jVqlXE2kwkxYQRbq77HqtVkv/xUJzEFSizuyivaDgFyBrdjoHjbgJg28r5uIqP1Xo+UBqWRm8iPDEFaDiqYQsh9elEIqyhRUIqHIFb2+7duY3H7/KnCI6//kZG1vgdbHA+j6/ezlsCgaBlEELjFMfp9vDZL6e2yKiKWpzX2x+1SDuvK4O7x9Eu0ozcxAOP4K+NJEl1jMig6a1tT0ybUhSFpe/7i8CvuPI6Pnz9JcB/yNHpao+NjzAFLCKvj6bUafh8Cge2bwbqRjSq6D7ofM4bcx0Ai//7AO4KB5fecBcAaxa8SuHRI2hVKqLDDHSItRITZgi6G1BbobdG0vUC/yFyy2dz8bgaTjUz6jUh10AAx8WGooDHi8/pwudy+dvS1qC8ws3Bo6XklzrwKcF9ujQqmSirgeRYK1FWQ63omyz7xUZDqX+BsFe4Ka2n/W0VPc9PI6ZzH7wuB9tXvFQrIlTlEn4i1elTWwPXaZj0GnQBPEeCQaWSCAuxUUe1h0aN+ozSkmL+edO1OMrL6H/2edxy32MhzSmiGgJB6yKEximM0+3hs5/3kVd86omMcIuOvp2iuPSsjtVRi5REEbUQtByBohpNTZs6McVj28bf2PnHRrRaHXHtE9m97Q8MRhNjr54a8PquCeFoA/UXDYC90jguFI4dyyM/+wAA7esRGuB3LW/fpSf20mIWzL6XfsMuo0PPAbidDj6e+3T1OFmSCTPpSYq20j7KjMWgDaqEvjVTp6roPDQdgy2GiuI8dn+zuN5xJoMGU4g1MlUoHi++cgfu/OLKtrT1f3J8ikJBaQUHjpZSVlF/2tWJqCSZcLOeDrFWYsNN1aJOkiDMrMOgC+0AX9FI+1tJlhl23b2oNFrydv3K0Y1rqp+rcgk/kZhKP43D29YF7J5la2JtBvjr7UK9kVTtoWHyRzS8Xi+P3nEjh/btJrZdAo+8NB+1JjRhKYSGQNC6CKFxilLh8vDpz/uabfLVVmjVMh3irJzXux1XXphC2nldGZQSR3yESUQtBK1CINO+pggNtUrGekLqTVVL2wsuHcOyD94C4PJJ12K1hQecQ6OS6dLeFvSaoRaF/7HB34I0Ii4Bo6X+VC21RsvkWc+hNRjZ+8c6vlz0OmNvfgBZpWbLj1+w9Zev6lxj1GqICzeRHGslwqxHFUohQSug0ujoOWo6ALu+/ghHcV6dMWaDpk6qW6P4FHwVLryldnz2ChSPF3w+vOWOoD44bq+P7ILykNKpwF84bjVoSYq20i7SjLGyVsZsCL0jVWPtb8Nikxhwhf+927HyDZwlx9+7QB21IpJ7otbqqSgtpPDInlrP6TWq6r02hVDrM6BGjYbBLzTm/+dpfvxqNVqdnidefZfwyKiQ5xRCQyBoXYTQOAWpcPnTpQr+5CIjwqqnb6coLjurI1df1IOL+ieRkhjRYAcWgaClaKmIRrhFV6v2oLSkmDUrlgDQ/+zzWP/916hUKiZOvbnhecx62kU17GZcRUGIdRpVHafqS5uqSVS7JMbd/CAAaz56FXtpEeeNvhaA5a89hcsZeG2NSkWk1UCHWAtx4Sb02roH+SZ2OA2Zdn3PJzy5J163k61Ztdvdmo1aDMGKDAUUtwdvuQNvmb/Au05IwOfDaw9ObEBVOlUJ+SXBp1NVYdJpaB9pJjHagsWgxahTE2YKrSOV16tQWOast/1tr4snEpXcA09FOTs+mVOdQhWoVkGl0RDXtR/gj2rUxGZuem0GEkSEkE5YRXWNhsnEl58u452XZwPwf0+9SErvM5q0lTIhNASCVkUIjVMMfyRj759SZGjVMh3jrAzt057JF6YwbkgXBqXEESeiFoKTQKBOOE0pBj+xPmPV0oVUOOx06taDdd9+BcDwy9OIa5/Y6FzJMVaMQdylLi534QmhSHXXlspC8CCEBkD/Cy5nwEVjUXw+Fsy+l3Muu5KwqFgKjx7mq0VzG7xWlmQsBi2JURYSoy2VnZT8v99SEz1KQsXf7tYv7A79+jmFB7eD5PdzMARjguf14XM48ZaW43M4obH32hua2PApUFAWejpVFXqNujqKFBNuItyiD+k71OdT6m1/K8sqhk25D1mlIW/Hz+Ru+goI7BIuIdG+x0AAjmw9LjQ0KhlTU2pfKgkzaRvsDFcf9sqIhtft5ql7bgVg0rSZjBg7ocl7cbi9Dbq/CwSC5iGEximEw+nhk5/2UtgMU6+WJtKq54zO0dVRi+H9k+iWEI5RRC0EJ5lAB5lQjxOS7M8lr75eUY6nTY0aw5efLgXgqhtvC2o+WZZISQhvvI2pAoVlwf+e763uOBWc0AAYfeM/iW7fkZL8XJa99iSXT78XgK8z53Ps0N6g5tBr1MTaTHSI8xc219ftqzUIT0wh4cyLAfhjxStY9Bp0DYkMBRSXG2+ZA2+5A8UdollbiGIDaqRT5ZcF5XlxIhqVimirga7tbXSODwu6zgeOt78NVO8T3q4j/S+7HoCdK1/DWVYI1HUJl4B2lUIjZ+cGvG6/aLKZdcjNEJWhmPTVpKKyRmPDuh9w2MsZcO75/O3/Hm7yPsD/PtlFVEMgaDWE0DhFsFe4+eTnPRSFcPhoDXQaFZ3iwxjW1x+1GDukCwO7xYqoheBPR6BDb6hdp6zG2ndeN637ib07tqE3GDmWm43P52PQ0Avp0qN30HMadeqgWt7mlwSXPlVUWEB+ziEA2nfuEfQ+dAYjk+9+FrVGy7ZfvqboWDYpA4bi9bhZ9toTIflUVBU2J8VYCDNpQ+6a1FR6pE5FpdFRsH8LRzZ9HXCM4vHis1dGLypc0IC7d6M0QWwAlDvdHDxWQl4T0qnA//5Ghxnp1ymGGJsh+Ba4CpTW0/62b+pVRCR0xeMoY+enfg+YOn4aEoS364TBGoHHVcHRPX+gkuvWLIVKU4VGeWkpAPayMuITknjkpXmo1U0r+K81rxAaAkGrIYTGKYC9ws2nv+yluCz0EHxLEBVmoF+XaC4/uxNXDe/Ohf0S6dpeRC0Ef24Cpk6FOMeJBatLK6MZw1IvY9XShQBcdePtIe8tLsJEhLXhw1ZRmbPeot6abP7tVwCi2iVjMFtD2ke7Tt25bOrdAKx8+3kGp45HrdGya8OPbPy2rrFbY8iShFajIsysI8Kix6BTt6q3htEWRZ8RVwPwc+YreFyVN2J8/va0xwu7Q4xeNEQTxYZPgcKyCvYfLaXM0bTvcrVKpnM7Gx3jrISZtUFHkAK1v5VVaoZNuQ9JVnFs6/cc/ePbOi7hEv40tXbdBwD+Oo0woxa5GcU4Br06YH1PMPz6wzcAqNRqnnztPcLCI5q8j5qIOg2BoPUQQuNPjj+S0bYiQ6dR0bldGOf3TeCq4d0Zc25nBnSNJTbcKKIWglMGdQsUg9csWC0qyOerz5YBoDcYcVY46Nb7DAacO6xJ++vS3tZgKozXq1BsbzyC+ccGv9AItj7jRM6+9Ep6nj0cr8fDp2/OZujYKQCsmPcMFfaykOaq+f2gUkmYDRoirQbMRk1oRnRBIEn+9qpnpE7GFB5DeUEum1Z9iK+8wl/Y7QxQ2N1SNFFsAHi8PrILyzncxHQqCYmYMBPtI82Em3WEm/X+lLFG3t5A7W8jE7tyxshrANjx6Su47MUnRDX8k7br7k+fyt62jrBmtLSFpkcz1qzIZMcf/hTBC0eNCSmK2BgioiEQtB5CaPyJKa8UGSXlrS8yqqIWV5zTiasv6s4FZyTSpb0t+O4tAsGfjOZGNE688/pZxge4XS669uzL11krAJg841akJt6y16hkuiYEbodbRUFJ40Jjx+YNQHAdpwIhSRLjb3uMsKg48rMPkJ9zkMj4JEoLjrH6/f+FNlfA+cGgVRNh0WMza/1+Ec3UHLLk73qkVsuoVVoGXj4DgI2r3qe84GjzJg+WZogNAHsz06lsJj3xEWa0Gn8qUzARJH/729qRsn6XTsEW3xG3vZidn71eu1tV5VxVBeHH9m3D5SgNea81iWwkkheIXVs38/T/HY8c9hlwVrP2cCLlLm9IqYICgSB4hND4k1LmcPHJT60nMvRaf9TigjMSuPqi41GLGJuxyQcngeDPRMD2tiGcJWreefX5fCz/8B0AOnTtRnFBPvEJSVwwakyz9mgz6Wgfba73+YJSR6Pn2N1b/EKjfZeeTd6H0RLG5FnPIMkyG9eupOdZwwH4/pMPOLJnW9DzNJZSo1GrsJq0RFr0GPVqmhIg9YsMHSqv19+WttxBh97nEZ3UHY+rgl+z3gp90qbSTLFRM52qtAnpVCa9hvZRZtQqGZVcFUHSY9Jr6n1vvV5frfa3KrWGYVPuA0nm6Oavyfnj+2qX8Kp/CkzhMYTFJaMoPvZs+qVJrxVAo5FDNmUtLizgnzddQ4XDXp0qpTcaG7kqNLw+hQpPM2p3BAJBvQih8SekzOHi05/3+XNqW5Bom4H+XWK44hx/rcUFZyTSuZ2tyfmyAsGfGU0zDftqCo1ff1jLoX27MZrMbF7/MwCTpt/SIoWoyTHWeo3ZXG5fg/n8hXnHyM894s+j7xR8IXggOvQ8k4sn3wLATys/otuZQ1B8Ppa+8hi+EAqog0mvlGUJk96fVmU1agNGnwLh83oxywqUO/BVHG9LK0kSg0f/DYBd61aTd2hn0PttNl4fPntF023n8adT5RSWczivFGeI6VR6jZqEKAv6amdxCaNeXZmypg2YsnZi+9voDj3oc8mVAGz/ZA6O0mKc5cXYC3KoKCtCURSSew0CYNeGH5v8OiMs+pCCWR6Ph4dum0b2oQO0T+5IQodOABiMwfnRhIJInxIIWgchNNoQRVHIy8tj37595OXlBQzVltr9kYyWEBl6rYouNaIWo8/pzJldY0TUQvCXoDmGfWq1jKVGZ52qlra9Bwwm+9ABrLZwLh1/VUtsE0mCbon1t7xtyDNn++bfAYhq3wG9sf7ISLBcOH46nfoMxlXhoOhYDlq9kQPbN7Du88yg55BD+W6RQKdVYbPoCLfo0WtVdVJ/fD4fjnIH5YUlhMkK6nrCUtFJ3el0pj8S8/PyV9s0FUbxepstNgDsLg8Hj5ZwrNiBN4R0Ko1Kpn2UubYZqgQGrYoIix6rqW7h+Intb8+8fCrmqPa4ygpY+8I0sh6bwCePX837s65gyaPXosJfUL/r9x+a/PrCQ6zPeO2ZR1j//dcYjCaefPVdXC7/v4uGFo5ogBAaAkFrIYRGG1BUVMSLL75Ijx49iI6OpmPHjkRHR9OjRw9efPFFioqKgEqR8fNeyhzuJq0jSRBjM3Bm1xhGn+uPWpwvohaCvyiB7pL7gryfGmHRVY/MO5rD2tWfAnAs+wgAaddOb9G7qgatms7tbAGfyy+tX2hs2fAb0PT6jBORVSqu/MfTmKzhHD24m3adUgBY+fYLlJcUBjVHU0371CoJi1FbnfrjdXsoLSyl6GgRXoeTeJux0cjHgJE3oNLoOLrvD/ZvWtukfTSVlhIbClBU7jf7K3EE385clmTiI0wBHbt1GhU2s45wsw6tpkakr7L9rb3CQ87O33GVFaBSqRh92UgWLlzI6tWrWbhwIZcMPYtNX69ApVKRd2Q/hUePhPy6ZBnCQygkX71sMQvmvgzAP599mU4pPXFUGvYZWkBUn4joPCUQtA5CaLQyWVlZJCcnM2vWLPr161fry7tfv37MmjWL5ORkMpet4JOf91Ieosgw6FR0bW/jwn7+qMUV53Smf5cYosNE1ELw16Y5Xadqpk19uuh9vB4PHbv1YO/ObWh1etKum9FCuzxOjM1IZFjdQ6KjwkOFK3B71q0bfwea3nEqENbIGCbc8QQA+7b8hi26HfbSYj57+4Wgrm/UjLAhfAqK043O7SJaJxNl0hJu0dE+0hyUk7TJFk3v88cD8Msnc/G427YleEuJDfCnU+UW2jmUV0pFkO15JSSirQZiwgwB5Z5aLRNmqiwcrxE92rvxB1bPuZeLh1/IoUOHWLhwIRMmTODiiy9mwoQJfPTRRxw8eJARI0YgSRLfLn835NdjMwfvbr598waevtdf/H3tzH9wwajRwHHDvpau0QAodwqhIRC0BkJotCJZWVlcfvnlDB06lIMHD7JgwYJaX94LFizg4MGDDB06lInjx/HTt181OqckQWy4kQHdYhhzbmcmX9idYX0T6BRvQ6cRUQuBoIqAXaeCOADWdAP3er0s//BtAOTKE/Sl468iPDKq5TZagy7tbGgDuFvn15M+teOP34GWi2hU0X3gsOo2t/ayIgDWrc5k/9bfGr02pNQp8Dt2uz3+wu4yO4rreFva2HAjlw7uyKCUOOIiTKiCOKj2vmACxrAoyguPsmVt8ClfLUVLig0Ah8vDoaOlHCu2B51OFWbSEx9prvdgr1JJmCujRxqfk18/fILU1BEsW7aMuLi4gNfExcWxfPlyRo4cyc+ffYSjrCSk1xFsW9vC/Dzu/9u1uJwVnH3BJUy7877q5xzl/nbLrVGj4fL6cHlFQbhA0NIIodFKFBUVMXHiRFJTU1m6dGmDX95Lly4ldcQIXn96FvYAX95GnZpuCTaG90vk6ou6c/nZnejXOYaoMIOIWggE9RAoJz0Ywkw6VJWi4qev15B75BAmi5Xd2/5AlmUmTZvZ0lutRq2SSWkfXqf9a0GA9Km8ozkUHM1BkmXadere4ntJvfYOErr0wuWwY7ZFArDklcfwehu+ux70d5LXh89R6djtOF7YXYXVqKV3hyg0KhVGvYYu7WwMSomjU3xYg223NVo9A0bdAMDGLz7CXloQ3H5aEMXrxeeoP+Ut5PmAonIn+3NLKbE7q7tCNYRJpyEhytJgupkkSRz6bTVet5P58xp32Var1cybNw+fz8v6L5aF9BqCERoet5uHb59G7pFDJHTozIP/eR1VZVMHRVGqIxpGU8sLDRB1GgJBayCERivx9ttvY7fbmTt3blBf3nPnzsXlrOD7NR9XRy0Gdotl7JDOTB7enaF9EugYHyaiFgJBkNQRGkFeV/NAtPzDtwCIjo0H4PyRV1R3vmktrCYtCSe0vC2xu3CfcBDfvsnf1jYmoRNafcunkqg1Gibf/Sw6g4myonzUWh05+3bww4oPG7yuwaCDAorLjbfM35ZWcQcWLWFmHb06RNZJl1KrZNpFmjmzawy9OkTW667eqd+FRCWm4HE5+G3l2w3ut7VQPJWRjRbE6/ORW2TnUF4ZFfW8dzXRqVWVHakC/7uhKAo7vl1Gelp6vTfDTiQ+Pp5x48bxw4r3gy64txg1QbmYz3nqQX79YS0Gk5knX3sXizWs+jmXy4nX6xcCekPrCI0ykT4lELQ4Qmi0Aoqi8Morr5CeHuKXd1oav6zJ4Orh/qjFGZ2jibQaWnm3AsHpiVpuntDIPXyIH75cBcDBvbsAmDzjthbbX0MkRVuxGGt0EFKg8ISoxvZN/jSmlqzPOJHI+CTSbnkIAI/LX5i86oOXKM7PrfeaQBEN/6G7MnpR4YIG2uVGWHT0TIqojioFXAOJcLOenkmRDOwWS/soc60795IsM3j0TQDsXLeK/MO7Gn6hrURriA2ACpeHg8dKORpEOpVaJdM+yoQlgH+Fs7yYwuz9jB+fHtL6EyZMID/nEPbS4qDGR1ga/3dsZeYCFr31GgAPzH6Fjl1rR+kq7Pbqn1ujRgNEREMgaA2E0GgF8vPz2b59O+npoX15j09PZ/eunZQF+eUtEAjqpykRDaNB43euBj5e+A4+n4+Y+PZ4vV76n30ePc44sxV2WhdJgm4JEbU8EE6s09i26Xeg5eszTuSMYZcy8OJxAMgqNS6HnU/mP1vv+Gp9UFnY7S2147NXoARR0BwVZqBHUmSDIuNE9Fo1HePCGJgSS9f2tmpPkpjknnTsdwEoCj9//NpJc35uLbEBUFyZTlVcmU4lyaDVyBj0KixGDeEWHdE2A+2iLAzoFkuv5EhibUbiI0y0jzQTZfJ/1sPDG3aoP5Gq8U5HeVDj64s8VbFt4288+887Abj+trsZNuKyOmMcdv9aWq2uRfxrAiGEhkDQ8og8nFagrMxfsNbUL+/S0lIiIyNbfF8CwV+JE9NugjlmRlj8ReAet5sVH70HQFFBHgBX3dg20Ywq9FoVndvZ2HHQ31a2qKwCn09BliUURWkzoQEw+sb72L/td44d2gvAxrUrGXRxGl37n1tnrEpRKoVFaIe2aJuBbu3Dm1x3ppJlYsNNxIabKLG7yC4oY9BlUzmw+Xty92ziwObvSO5zXpPmbi5VYkM2Nl6noJJlZMlvaqiSZGS58mdZRpYkVLI/YqOSpMrHJWTJb4DYpb0tYOSiig6xVnILy9mdXYziA8ViAaCwMLjWxVVUjVcFceDXaVUYG6ipKTh2lPtvvhaXy8mQi0Zyw9//L+C4KqFhaKX6DACH24vXpwTVdEAgEASHiGi0AmazP7+6qV/elsovf4FA0HQkSaoV1Qimn0xV2tR3a1aSfzQHg9GEy+mkU7cenHX+xa200/qJDjMQbfOnnfh8/oJgRVHYs30LhXlHkSSZuA7dWn0fWr2Rq+5+DrWmhonha09Ut49VSQomWSFCpaD3ekMWGXERRrolNF1knIjVqCUlIYILBvfl3Mv8xoq/fDIXr6f1293KlZ87g06Nxagl3KwjOsxAnFVPjF5NlNVAjM1IfLg/qpAYbSE51kqn+DA6t7PRKS6MDrFhJEVbaR9lJj7CTKzNRJTVQIRFT5hJj9WgxaTXYNCq0apVqFUy9goPG3fnsetIUZ16nprEhpvomRSJSiVhtNiITejI4sUZIb3GRYsWoVarOXZoX6NjIxuIZnjcbh689QaOZh8hqVNX/vX8q9Xd3U6kSmjoDa2TNlWF3S2iGgJBSyIiGq1AZGQkKSkpZGRkMGHChKCvy8jIICUlhYiIiFbcnUDw10GjknF7/IeuxjJntBoZc+Xd4Con8KruPpNvvO2kdXjrFB9Gid1FUUEhC+Z9xPefLGD/7p3+/Sk+Xv7HRAaNnMiA4WMwmK2tto/4jilcPu0elr76OAB5R/bz3ZL5jJ58E5oab02od4PbRZrpFB/W+MAmoNWomHTdzWz69lOK8nPY8/MKup6b1uh1KllCrZJRq2RUKgm1LFf/Wa3yP6eSZTQqCZWqxnOy/88N4fRBqa/1Pku5BXbyiytIirUQF2EK6KdhM+vo2zGKLQcKGDRyIplvzSYnJyeomsLs7GyWLFmC1+tl98Yf6XLGWQ2Ob6g+46XH72fDLz9gMlt46vX3MFnq//xW1Wi0ZkQD/AXhlgYiMAKBIDRERKMVkCSJm2++mYyMDHJycoK6Jjs7m8zMTGbOnCla1goELURN077GUqfCLXok4PD+vfxS6WlTYbcTE9+Oiy5v/HDaWqhVMmX7f+eZGSNYNOcpzhp4Zi3jz/PPHczKt2bzzIwR7Pj1u1bdy1mjJtHnnOORnc8Xvk5RzsFaY4I1ZQNIiG49kaHTqLAYtbSPjWDarfcA8NvqD7i0XxTnn5FAtwQbKYnh9OoQyRmdohnQNZbB3eM4t1c7zunZjkEpcfTvEkPfjtH0TI6kW0I4neLDSIqx0i7STGy4kQirgTCTDpPeX9vTmMgA0MlgkVu3XsTj9bHnSDEbdh+jxB44imPUazijUzTDLh+PRqdn2rRpeBqpo/F4PEydNg1VZWRr5+8/NDherZKxGgOncn2y8D0y352LJEn864XXSerUtcG5qlOnWqnjVBWiTkMgaFmEbG8lpkyZwoMPPsj06dNZunRpg8VrHo+HGTNmYDQaue6669pwlwLB6U3NTkTBCA2g2qBPbzBS4bAz4Yab0Wjrz3tvbX76Zg2P3HItI0akMm/e3Dp3nSdMmEBOTg7Tpk3j7cduYcq/XqbbmUNadA+SBHpJQSfB9Dse5uGdmynMy8HtcvHBK09x+yMvV98gCVZoJMdaSIyu/w62SpbQaVRoNDI6tQqdRoW28j+dRoW28jGdRoVGLdd6TKOWa92wGX3OnXz9yQLWrVvH6kWv8frrr+N0e9h5uIgt+wsorecw3lroZAClVSMbAOUON5v25BETbqBDbFidBgkatcxZvTtx08Mv8dK9MxgzZgxz584lPj6+zlzZ2dlMmzaNrJUr6TH4Qrb89AWHd/2BvawYozmwWAy36Ah03+yP39cx+8FZAEy9416GXJTa6GtpixoNEEJDIGhpJOVkteL4C1DlDJ6amsobb7xR75f3jBkzyMrK4pNPPmHEiBEnYacCwenJih/3kFvoT7ko94GjnoOdLMNZ3ePxuF2kDelNcUE+AGaLlYzvNmE0n5y6qdKSYiYOPYNhQ4eybFnjNyzGjBnDl19/wz1vrGqRNCqNpKCXQCtR68C4a8vv/PvuKSiVrVVveeA/9D/3IgCOFdvZXlnA7k8xkuqkHZ3ROZruiRE1hMJx0aCtFA3BRAdC4bvvvuO8885DkiR+/fVX+vXrB/jbkR/KK2Pr/nwOHitr0TUbo7XTqGqiUkkkxViJjzDVOfwrwIplH/PC/83A5/UyLi2NCePHEx4eTmFhIYsXZ7BkSSYqtQZnhQNZVhEWHUdh7mGuufcFep97ScA1UxLDiQqrnTqVfyyX6aOHk5ebzbARl/PYnLfqrcuoyccfvcMz993BucNT+ffchr1cmoMsSZydHBa6w71AIAiIiGi0IqmpqaxYsYKJEyeSlJREWloa6enp1V/eGRkZZGZmYjQahcgQCFoBbZCpUzazHlmW+CZrBcUF+Wg0WtxuF2OunnrSRAbAyowPqXDYmTcveOPPpKQkfv1yOUOuuKZJa8o1ohcaFWjVdaMI3ZOGU3L4/5jzwlMALHz9Kf4+/UpsYRZ27D2Etzwfo9GEJaxugfeQXu3ontT2dWhDhgxh0qRJfPTRR9x555188cUXSJKEJEkkRltIjLZQYney9UABOw4W4vIE0z6gebRVZAPA61XYm11MbpGdznFhWE3Ho3QSMGzYEF4AvF4vX3zzHYsXLap+PjahI6NumMWA4WPI+N/DbPouq7q17c7ffwgoNCTZH9Goidvl4oGZU8jLzaZD1xTuf+7loEQG1KjRMLZuRMOnKFS4fRi1qlZdRyD4qyCERiuTmprK/v37eeedd5gzZw4LFy6sfi4lJYXZs2czZcoUwsJaJ09ZIPgrU7PFbUOx26q2tksri8DdbhcarZbx19/YqvtrCEVRWPbBm6Ebf45L45vPPuLcy69GkiRkmRqFzTKaysiCqkaBs0YtEWnUEm/REmHSoteq0WlUdVoE1+Sc5x5ny28/8NVXX3HsaC433TCZI0eOsH379uP7SezI+aMmcu7FozFZrAzrk0CX9rbmvjVN5t///jdLly7lq6++YtmyZYwdO7bW81ajjrO6xzOgayy7jxTxx/58CkudrbqnthQbAHaHm01784i2GegQa0Vb6Ruz4qN3cbtcdO7Rh5ue+ZDS4iKcjnJ0BhNGS1i1YBxz0z/ZvfEn7CVFAOza8GPAdcJMujp+KC8+ci+b1/+M2WLlyVffC0nEV3edaiWzvpqUubxCaAgELYQQGm2AzWbj9ttv57bbbqOgoIDS0lIsFgsRERGi8FsgaEWCbW8bbtazd+c2Nvz8ffVjI8ZOJComuAN+a1BcWMD+3Tt59qknQrpu/Ph0Fi1aSPd4HZGRUQFz5Kswa1XEWnREm7WoQ+wWJcsyH3zwAV26dKGiooJvvvmG8ePH89hjj9VKuVk8fzbL33+ZOW+8TZf2vUNao6VJTk5m1qxZPPHEE8yaNYtRo0ah0+nqjFOrZFISI0hJjCCnoJytBwrYl1vckKF5s9DJ/g5nZW0kNgCOFTkoKK0gKcZCtFXPkvfmATDxhpvo1zWGP/apcLpsda4z2yIZfeM/WTDbX2Cfn32AgtzDRMS2rzWuqlV0Fcs/fItlH76FJEk89OIbJHbsHNJ+HZURDWMrRzRA1GkIBC2J6DrVhkiSRGRkJB06dCAyMlKIDIGglVGrjt+VrC+gYTZo0GpULP/wrVqPT55xa+ttLAiq7uA21fjTXWEPKDJUskS8VUe/dhb6tbcSb9WFLDKq2LhxI06nk9TUVA4dOsSCBQuYMGECF198MRMmTOCjjxZw8OBBLrzgfKZfN4msrKwmrdOS3HvvvcTFxbF7925eeumlRsfHRZi4sF8ik85PoX+XmAbN55qDXgZzK3ejOhF/OlUJ77//EblHDhEWEclFV6Rh0Ko5o3M0FlPgJghnDBtFj8EXVv95x291u53VFBqb1v/ECw/7jfhm3PUAZ18QuKajIY5HNNpCaDTuYi8QCIJDCA2BQHDaogmiRiPCqqfCYWdl5kfVj513yaUkd259I7yGqMpFb6rxp9FkrvV4mF5Nt2gTgxPD6BxpxNzMA3NRURETJ05k5MiRLF++vN70rri4OJYuXUpqaioTJ06kqKioWes2F7PZzJNPPgnAY489xtGjR4O6zqjXcGbXGCZdkMKF/RKIDW/5FJ6TITYAvlzyLgBDLp2IJGsAf8e23smR1YaRNZEkiXE3/6u6ze1Pn35U63mTwd/uFyAvN5sHZl6Px+3mglGjuebmO5q0x4qqrlMioiEQnFIIoSEQCE5bare3DXzXPsKi54tPllJWUlz92MmOZgCEhUeQ3LkrizNCc21enJFBcueuWG3haNUyiTY9AxKs9Im3EGPWhmyoVx9vv/02druduXODK1R/4403sNvtvPPOOy2yfnOYMmUK/fv3p6SkhIceeiika2VZolO8jcvP7sSYczuTkhjeYu8ptL3YyNm/kz2bfkaWVfS9MI1fdx3lcF4ZiuJ/rd0SwkmKrVtLYY2MYegYfzv27H3byT2wq/q5Kjdwl9PJ/TdfR8GxXDql9OS+Z/7X5Eh+dXvbNqjRcHsVnG3QDEAg+CsghIZAIDhtaSyiodWqMOk11U7gAL0HDKbvwLPbYHcNI0kSY666gcwQjT+XZGZy1Q0z6BVnYVCCleRwAwZNyxa2KorCK6+8EnKhelpaGnPmzOFkd1WXZZn//Oc/ALz++uts2rSpSfNEhRk4r3d7Jg9PYXD3OMwGTYvsry3Fxg+ffABAz7OHY4uOx+tV2JdTwm+7cykq8xfCJ0Zb6JYYjnTCieHiyTORKgu+3//3P8jPPkB5SSHhZh2KovD8Q3ez5ff1WMJsPPnqu3WibKHgaKOuU1WIqIZA0DIIoSEQCE5bagmNAOe2CLOeHX9sZMvv66sfu+rG29tia0ExMn0yeoORadOmB+XaXGX8ec8tM4gwalqtDiw/P5/t27eTnp4e0nXp6els376dgoKCVtlXKAwbNozx48fj8/m48847myV+dBo1fTpGMfH8blwyIJmE6KYfqKtoC7FhLyvm1y9XAHDu5VfVes5R4eWPfflsO1iA0+0lOsxA7+Qo1DV+p9zOCiLiElGr1Rw9uIdnb7qUx64Zyt9GD+XBW6fyycL3kGWZh/87l/bJHZu117bsOgVQJuo0BIIWQQgNgUBw2lKVOlXfGTLCqmP5B29V/zmpU1eGXDSyDXYWHBZrGA+/NI9Vq7IYM2Ys2dnZAcdlZ2czduxYsrKyWLRoETabrVX3VVbmN7ZraqF6aWlpi++pKTzzzDNotVrWrFnDihUrmj2fJEkkxVhIHdiB8cO60qtDZC0vl1BpbbGx/vOluJ0O4pK70rHXwIBj8osr+HVnLoeOlWExajmjUxQGvYodv37HMzNGUJR7mHHjxrFw4UJWr17NwoULOWtAf9auWoEsy4wafxWDhw5v9l6P+2g0X8QFg4hoCAQtg2hvKxAITluq7r4GOqqpVBIan4usZceNya6ccUvQBmJtxVnDLuLpuR/y8G3TSEpKYlxaGuNPsvGn2ew/7DW1UN1iOXkmiDXp2LEj//jHP3j66ae56667SE1NRasN3GkpVMJMOs7uEc+ArjHsPlLMlgNN8+TQV/pstHTrW5/Xyw+f+h22qzxX6h3rg/25JeQWldMpPoyKQ5t4+/FbSB0xgnnz5tVJn5swYQI5OTlMnTqVrMwFXHjpGM4adlGz9uuw+8VtW9RoAJQ7hdAQCFqCP9e/qAKBQNCCaCrb2wYq67SZdXz+cUZ1N5uI6FhGjJ3YhrsLnrOGXcSS7zbyz0efZsPvG5g0aRIjRoxg0qRJbNiwgdmzZ3PgwIE2ERkAkZGRpKSkkBFioXpGRgYpKSlERLS9M3h93HfffcTGxrJz505efvnlFp9fo1bRPSmCtPO6culZHekYZ23Q2yQQehlMLRzZ2P7rWgpyDmEwW+l3wWVBXVPh9LJ+8z4euW0aqSNSWbZsWYPdxpYvX86IEak8fNs0Sms0W2gKbV2jUeHx4fGd3FoigeB0QAgNgUBw2qJpIKIRbtax9P351X8eP+VGdDp9gJEnDwkIN2joHmNieO8kHrnvLrZt20peXh579+4lLy+PrVu3cvvttxMWFtZ2+5Ikbr75ZjJCLFTPzMxk5syZfyoPIavVyhNP+E0RH3nkEfLy8lptrfgIE8P7JzHpghT6dYnGoAu+SN/QwmLj+xX+IvBBl6Sh1dVtYVsf679YhsvpYN684LqNzZ37BhUOO1mZC5q137au0QDhpyEQtARCaAgEgtMWtcp/oA10PMvds4Xd2/4A/HdJx159QxvurGH0apmkcD0DE8PoFWcmyqRFrjyc/1mMP6dMmYLRaGT69NAK1a+77ro22mHwXH/99fTr14/i4uKQ2902BZNew4CusUw6P4ULzkgI6FURiJYSG8cO7WXnb98jSRJnj7oy6OsUReGXlQtJSwut29i4tDSWvj+/WQX3FY62jWiAqNMQCFoCITQEAsFpi1btv2N84vnGYtSwYsFb1X8ePXkKljBb220sALIkEW3W0jvOzIAEK0k2A7pmFBK3NjabjYULF5KVlcXYsX+eQvWmoFKpeOGFFwB49dVX2bx5cxutK9O5nY3R53Rm9Lmd6Nre1qgnR0uIje8/8ddmdB90ARFxCUFfZy8tIvfQXsaPD63b2Pj0dPbv3klJUWg1PVW4XS7cLhfQtkKjTNRpCATNRhSDCwSC0xa1KnDqlFZxsnq5v75AVqmYcMPf2nhnxzFpVcRadESbNLUMBk8FUlNTWbFiBRMnTiQpKYm0tDTST3KhelO54IILSEtLIzMzk3/84x9kZWW1abQoOsxIdF8jg7vHseNQIVsOFFDucAcca6gsEC9vQoF4hb2M9V8sBeq2tG0MZ2VUoandxuzlZYSFh16fUxXNABHREAhONYTQEAgEpy1qlYwk1RUa679Yhsftv0N6yRXpxLYL/q5uS6CSJaJNWuIsWsy6U/trODU1lf379/POO+8wZ84cFi5cWP1cSkoKs2fPZsqUKW1aQ9JUnnnmGVasWMHq1av59NNPueyy4IqkWxK9Vk3fTtH06RjFgWOlbN1fwOG8sjrjmio21n+xDJfDTkxiJ7qcEZoxpc7gr49oarexphr2VdVnqNRqNC3UFSwY7G4vPkWpTlsUCAShc2rdPhMIBIIQ0ajkWkJDq5FZ/v7c6j9PbkODvjC9mm7RJgYnhtElynjKi4wqbDYbt99+O1u3nvxC9ebQuXNn7rjjDgD+8Y9/4HYHjii0BZIkkRxjZeSgDqQP7UrP5MhaBpQQehqVz+fjh8q0qXMuuyrkiI3RYiM2oSOLF4fWbWzx4sUkd+6K1RZaJKSKKqHRltEM8Kdc2kVUQyBoFkJoCASC0xq1Wq7V3vbY7g0cObAfgIFDzqdz956tur5WJZNo0zMgwUqfeAsxZm2jefinKn+WQvXmcP/99xMTE8OOHTuYM2fOyd4O4G/FfE7PeCZfmMK5veIJMx+/q2+QwRik2Nj1+w/kHd6HzmjmzAtHh7wPSZIYNHIimZmhdxu7ZMyEJn8eqsz6jKa2FRog0qcEguYihIZAIDit0ahrRzS+zHy3+udrZ/6jVdaUJIg0augZa2ZgopXkcAMGTfCtTAUnD6vVyuOPPw7Aww8/TH5+/kne0XE0ahU9kiIZP7QbowZ3IDnWgiSBMUix8f2K9wEYeNHY6jSoUBkwfAwanZ5p06YF1W1s2rRpKIrC1g2/Nmk9AHtVa1uDEBoCwamGEBoCgeC0Ri3L1V2nHKUF/PTVSgA6dEmh/9nntehaBo2KDhEGBiWG0SPWTIRRI/K7T0GmTp1K3759KSoq4pFHHjnZ2wlIu0gzF5+ZzMTzu9G3UxQRelWDYiM/+wDb168F4JzLJjd5XYPZyuS7Z5OVtYoxY8Y02G1szJixrFq1GoDv1qzky0+XNWnNijY266uJEBoCQfMQQkMgEJzWaDWq6ojG72syUXz+RKob/n5Pi6T2yJJErEVLn3gLAxKsJITp0Z5i3aMEtanZ7nbOnDls3br1JO+ofswGLYNS4rjyghRG9mtPO2vgYukfPl2AoiikDBhKVLvkZq3Z7cwhTPnXy3z59TckJSUxceIkFi5cyOrVq1m4cCETJ04iKSmJL7/+mn/97x2uvcUfOXz+obspKgg9QuSw+4vh29Ksr4oyl7dZ/h8CwV+d06MSUSAQCOpBLUso+Athv8h8GwBbRBTDUq9o1rwWnZpYi5Zo0+lbc/FXZvjw4YwZM4Zly5Zx11138emnn57sLTWISiXTtX04XduHs+FgEb/uL+BYsQPF529Lu+7zJUDoLW3ro9uZQ7jnjVX8+uVyvvnsIxYtOt5tLDahI6NumMWA4WMwW8OYNOR81mZ9wp4dW/nvo/fx4H9eD2ktx0mMaHh9ChUen0h9FAiaiBAaAoHgtEVRFOylxeTn5rJ32wZKKw3Drp15J2p16F9/GlVVW1odRq04eJzuPPvss3z66ad89tlnfPbZZ4waNepkbykozki0EW7RsfuYndxCOxnvLaKivJSodsl07T+kxdYxmK0MueIazr38auylxTgd5egMJoyWsOpoocfrY09uGfc8/V9mjk9l9fLFDL98HOddHPx7ebzrVNtHNMCfPiWEhkDQNER8XyAQnHYUFRXx4osv0qNHD8YN78dT01NZ8Nw9qNVqVCo1wy8bG9J84QYN3WNMDEoMo1OkUYiMvwhdu3bl9tv97Y/vuuuuk9ruNlSSbAY6RxtpH2Vi/cqPALhw3DXIcsv/sy9JEiarjYjY9pistjopiWUON/qYLkyecRsAzz1wF6XFRUHPfzJrNEDUaQgEzUEIDYFAcFqRlZVFcnIys2bNol+/frVyx8eNGwcoXDviHH76Zk2D8+jVMknhegYmhtErzkyUSSsKu/+CPPDAA0RFRbF161Zee+21k72dkEiyGTi06Sf27tyGwWhi6owZ9O8STVyEiVbQGw2SU1DO5dffRlKnruQfzeF/TzwQ9LVVEQ39SRIaZUJoCARNRggNgUBw2pCVlcXll1/O0KFDOXjwIAsWLGDChAlcfPHFTJgwgYULF3Lo0CGGDR3KvdMn1xEbkgRRJi2948wMSLCSZDOgV4uvyb8yNpuNxx57DICHHnqIgoKCk7yj0Fj4lr8eYmTalZitVox6DZ3bhTEoJY6O8WHodW0XnTuYX8Edj72AJEl8uvgDfvr686CuO1mGfVWIiIZA0HTEv6ACgeC0oKioiIkTJ5KamsrSpUuJi4sLOC4uLo5ly5YyYkQqD982jdKSYkxaFZ0iDQxODKN7jAmbQXNKms0JWofp06fTu3dvCgoKePTRR0/2doJm//79LF++HIBbbrml1nNqlUy7SBNndo2lZ4cIIqz6Vt+Pzweq6M6kT7kRgGf+eSflpSWNXneyazRcHh9ur6/xgQKBoA5CaAgEgtOCt99+G7vdzty5cxst9Far1cyd+wYVDjub1yyhf3sr7ax6NKItrSAAarWa559/HoCXX36Zbdu2neQdBcecOXPw+XxcfPHFXHR2fxJtdcWEBISb9fRIimBAt1jaR5lRt+LvgaPCy/DJt9IuqQNHsw/zytMPN3rNya7RABHVEAiaivhXVSAQnPIoisIrr7xCenp6vZGME4mPjyctLY15r78m+uQLGuWSSy7hiiuuwOPxMGvWrJO9nUZxOBzMnTsXgNtu8xdhJ4cbSAirP3Kh16roEGdlUEosXdrbMBk0rbK3EqfEjH8+A8CyD99i/fffNDj+eI3GyYlogKjTEAiaihAaAoHglCc/P5/t27eTnp4e0nXp6els3779lMu7F5wcnnvuOdRqNZ988glZWVknezsN8sEHH1BQUECHDh247LLLqh/vEGGgfQNiA0CWJWLDjfTrHE3fzlFE2wxILXxaMCb05LJJUwD4931/rxYTgajy0TAazS27iRAQEQ2BoGkIoSEQCE55ysr8zsHh4eEhXVc1vrS0tMX3JDj96NatW3V04B//+Acej+ck7ygwiqLw0ksvAf7aDJWqdsF3xyDERhUWg5ZuCeEM6hZHUqwFraZljg2KD4ZMuo2YdglkH9zP6889Vu/Yk+kMXkWZUwgNgaApCKEhEAhOecxm/53OwsLCkK6rGm+xWFp8T4LTk3/9619ERkayZcsWXn89NIfrtuLbb79lw4YNGAwGpk6dGnBMKGIDQKOWSYy2MLBbHCmJ4VhN2mbvU1brmXyHv7g+4+032PjLjwHHVThOfo1GhduL1ydSLAWCUBFCQyAQnPJERkaSkpJCRkZGSNdlZGSQkpJCREREK+1McLoRHh5e3XnqwQcfDFnctgVV0Yxrrrmmwc92xwgD7ay6kOaWJIgKM9CnYxT9ukQTG2FslidHfPfBXHDFRBRF4el7b8dZ4agzxlF+8ms0FMDuFlENgSBUhNAQCASnPJIkcfPNN5ORkUFOTk5Q12RnZ5OZmcnMmTNFK1tBSNx444307NmT/Px8Hn/88ZO9nVocOnSIzMxM4HgReEN0ijSGLDaqMOk1dGlnq/TksKLTNs2T4/yr7iAiJo6De3cx7z9P13ne4aiq0Th5EQ2AcpE+JRCEjBAaAoHgtGDKlCkYjUamT5/eaO68x+NhxowZGI1GrrvuujbaoeB0Qa1W88ILLwDw3//+lx07dpzkHR3n1Vdfxev1cv7559OnT5+grmmO2IAqTw4zA7r5PTnCLaHNZTBZGTfzQQA+mvsyWzasr/X88YjGyRUaovOUQBA6QmgIBILTApvNxsKFC8nKymLs2LFkZ2cHHJednc3YsWPJyspi0aJF2Gy2tt2o4LRgxIgRXHrppXg8Hu6+++6TvR0AKioqqutGgolm1KRTpJH4ZogNOO7J0TM5kgHdYmgXZUKlCi5a2PXMYQy6eDQ+n4+n7rkVl9MJ+G8KuJwVALhczpPailp0nhIIQkdSRAN5gUBwGpGVlcXEiROx2+2kpaWRnp5OeHg4hYWFZGRkkJmZidFoZNGiRYwYMeJkb1dwCrNt2zZ69+6N1+tl9erVXHzxxSd1P++88w5TpkwhMTGRPXv2NGpcGYhdeXZySp0ttiefT+FYsZ0jBXbsDneDY8tLinjxtjGUFOYzecYtRMe1Z8l78zi4d3f1mOTOXRlz1Q2MTJ+MxRrWYvsMBlmSOCc5TKRaCgQhIISGQCA47SgqKuKdd95hzpw5bN++vfrxlJQUZs6cyZQpUwgLa9tDiuD05O9//zv//e9/6d27N7/99luTDvctgaIoDB48mHXr1vHkk09y3333NXme3fmOFhUbVZSUu8guKCe/1IHiCzxm0/eref/pO1GpVEiSRFpaOuPHH79ZsDgjg8yMDPQGIw+/NI+zhl3U4vtsiDPbWzE2sRZFIPgrIoSGQCA4bVEUhYKCAkpLS7FYLERERIi7kYIWpaCggC5dulBYWMirr77KTTfddFL28eOPP3LOOeeg0+k4ePAg0dHRTZ6rNcUGgMvtJafQTm5hOS53bcWx49fveOvRm0lNTWX+/PnExcXVuT4nJ4dp06azalUWT8/9sE3FRrdoEzHm5rf2FQj+KgihIRAIBAJBM3jppZe4/fbbiYqKYteuXSclWnb11VfzwQcfMGXKFN56661mz6coCrvyHeS2ktjwrwH5JQ6OFJRTWu7CUVbCMzNGcOH5w1i2bFmD0SGPx8OYMWP5Zu1aFq7d0GZpVO3D9HSMMLTJWgLB6YAoBhcIBAKBoBn87W9/o3v37uTl5Z2Udrc5OTksWrQICL0IvD4kSaJLpIHYEDtIhbaG35Ojb6Unx44fP8PtrGDevHmNpqCp1Wrmzn2DCoedrMwFrbbHExEF4QJBaAihIRAIBAJBM9BoNDz//PMAvPjii+zatatN13/ttddwu92cc845DBgwoMXmPS42Wj9VyKhT8/0nC0hPTw+YLhWI+Ph4xqWlsfT9+W3Wjarc1XDrbIFAUBshNAQCgUAgaCajRo1i5MiRuN3uNm1363K5ePXVV4GWi2bUxC82jK1el1BcWMD+3TtJT08P6brx6ens372TkqK2cWh3exVcnnoq2QUCQR2E0BAIBAKBoAWYPXs2KpWKpUuX8sUXX7TJmhkZGeTk5BAXFxfyIT1YJEmia1Trig2H3W/KFx4eHtJ1VePt5WUtvqf6EMZ9AkHwCKEhEAgEAkEL0LNnT26++WYA7rzzTrze1j+QvvTSS4C/TkSrbT0h0Npiw1Dp+l1YGFpkomq80WRu8T3Vh6jTEAiCRwgNgUAgEAhaiIcffhibzcbGjRuZP39+q661fv16fvjhBzQaTZu01a0SG9GtIDbCwiNI7tyVxRkZIV23OCOD5M5dsdpCi4Q0ByE0BILgEUJDIBAIBIIWIjIykocffhiABx54gJKSklZbqyqaMWHChKALqJtLa4kNSZIYc9UNZFamggVDdnY2SzIzGXv11Db1xykTBeECQdAIoSEQCAQCQQsyc+ZMUlJSOHr0KE8++WSrrHHs2DEWLPC3dW2NIvCGkCvFRpSpZcXGyPTJ6A1Gpk2bjsfT8GHe4/EwffoM9AYjqWlXtug+GqPC7cPjExZkAkEwCKEhEAgEAkELotFomD17NgAvvPACe/bsafE13njjDZxOJwMHDuSss85q8fkbQ5YkukW3rNiwWMN4+KV5rFqVxZgxY8nOzg44Ljs7mzFjxrBqVRaP/G9+m5n11USkTwkEwSGcwQUCgUAgaGEURWHkyJGsWrWK9PR0Fi9e3GJzezweOnbsyKFDh3j77be57rrrWmzuUPEpCjuO2ckrd7XYnD99s4aHb5tGhcPOuLQ0xqenEx4eTmFhIYsXLyYzMxNJlnnytfc454JLWmzdUOgUaaCdVX9S1hYITiWE0BAIBAKBoBXYvHkzZ5xxBj6fj6+++orzzz+/ReZdvHgxEyZMIDo6moMHD6LTtZ57dzD4FIXtx8rJL3e32JylJcVkZS5g6fvz2b97Z/XjCR06cTT7CC5nBbc98AQTp97cYmuGQqxFS9co00lZWyA4lRBCQyAQCASCVmLmzJm88sor9O/fn19++QWVStXsOc8//3y++eYb7r//fh5//PEW2GXz8SkK24+Wk29vObEB/shQSVEh9vIyjCYzVls4Hy94m2fv/wcGk5n3Vv1ATHz7Fl0zGMxaFf3aW9t8XYHgVEMIDYFAIBAIWoljx47RtWtXiouLmTdvHlOnTm3WfBs3buSMM85ApVKxb98+EhISWminzae1xEaddXw+bpl0KZvX/8ywEZfzxKvvtOp6gZAkOCfZhtyG3a4EglMRUQwuEAgEAkErER0dzYMPPgjAP//5T0pLS5s1X1VL27S0tD+VyAB/gXhKjIkIo6Z115FlZj32PCq1mm9WreC7NStbdb1AKAo43L42X1cgONUQQkMgEAgEglbk1ltvpUuXLuTm5vLUU081eZ6CggLef/99oO1b2gaLLEl0bwOx0bl7TyZNnQnACw/dg8Ne3qrrBaLMKfw0BILGEEJDIBAIBIJWRKvVVre7ff7559m7d2+T5pk3bx4Oh4MzzjiD8847ryW32KJUiY3wVhYb199+N3HtE8k9cog3//tMq64VCNHiViBoHCE0BAKBQCBoZa644gouuuginE4n//d//xfy9V6vlzlz5gD+aEZbOmE3BVmS6NHKYsNgNHHnI88CsHDeHHZt/aPV1gqEEBoCQeMIoSEQCAQCQSsjSRLPP/88siyzaNEi1q5dG9L1K1asYN++fURERHDVVVe10i5blmqxYWg9sXHu8BGcP/IKvF4vzz1wJz5f29VNlAmhIRA0ihAaAoFAIBC0AX379mXGjBkA3HHHHSEdiquKwKdPn47BYGiV/bUGsiTRI9aErRXFxt8ffAqj2cwfv63j4wVt14HK61OocAuxIRA0hGhvKxAIBAJBG3H06FG6du1KSUkJb775Jtdff32j12zZsoVevXohyzJ79uwhOTm59TfawvgUhS255RQ5Wqf17eK3XuPFR+/DbA3j/dU/EREd0yrrnEiPGBORJm2brCUQnIqIiIZAIBAIBG1ETEwM//rXvwB/u9uysrJGr/nf//4HwOjRo09JkQHH06hsBnWrzD/u2umk9O5HWUkx/3vigVZZIxAifUogaBghNAQCgUAgaENuu+02OnfuTHZ2Nv/+978bHFtcXMw777xTfd2pjEqW6BFjbhWxoVKpuPsJfw3M6uWL+WXtly2+RiBEQbhA0DBCaAgEAoFA0IbodDqee+45AJ577jn2799f79g333yT8vJyevXqxYUXXthWW2w1qsRGmL7lxUZKn36kXTcdgOcfvBuns6LF1zgRITQEgoYRQkMgEAgEgjZmzJgxXHjhhVRUVHDvvfcGHOPz+Xj55ZcBv+nfn72lbbCoZImesa0jNqbf+U+iYuM5tH8P7855vsXnPxGnx4fbKxzCBYL6EMXgAoFAIBCcBDZs2ED//v1RFIXvvvuOc889F0VRyM/Pp6ysjB9++IGrrrqKsLAwDh06hNlsPtlbblG8PoUtuWUUV7Ssw/ZXny3nX7dcj1qj4a1P15LcuVuLzn8ivePMrdpVSyA4lRERDYFAIBAITgJnnHEG06f7U31uvfVW/vOf/9CjRw+io6Pp2LEjV111FWq1mn79+uHxtOxh/M9Aa0U2zh95BedcOAKP281zD9xFa99PFelTAkH9iIiGQCAQCAQnidzcXDp27IjT6USWZdLT00lPTyc8PJzCwkIWLVrEkiVLMBqNLFy4kNTU1JO95RbH61P4I7eMkhaMbGQfOsC1I87BWeHgn8++zKj0yS0294nEmLV0iza12vwCwamMEBoCgUAgEJwksrKyuOyyyxgxYgTz588nLi6uzpicnBymT59OVlYWK1asEGIjSN5/9UVefeYRwiIieX/1T4SFR7TY3DUxalWc2d7aKnMLBKc6QmgIBAKBQHASKCoqIjk5maFDh7J06VLU6vpTiDweD2PHjmXt2rXs378fm83WdhttI7w+hc05ZZQ6W0ZseNxupl1xAXt2bOWyCVdz779fapF5T0QCzk62oZJPj2J9gaAlETUaAoFAIBCcBN5++23sdjtz585tUGQAqNVq3njjDex2e7WvxumGSpboFWfGomuZmg21RsOsJ/ydpz5Z9D4bfv6hReY9EQWwu0WdhkAQCCE0BAKBQCBoYxRF4ZVXXiE9PT1gulQg4uPjSUtLY86cOa1e4HyyULew2Ogz4CyuuPI6AJ594E7cLleLzHsioiBcIAiMEBoCgUAgELQx+fn5bN++nfT09JCuS09PZ/v27RQUFLTSzk4+LS02/nbPQ9gio9i/awcfvvG/FpnzRMqcQmgIBIEQQkMgEAgEgjamrKwMgPDw8JCuqxpfWlra4nv6M1ElNsw6VbPnstrCufX+xwF4+3/PcXj/3mbPeSIioiEQBEYIDYFAIBAI2pgq873CwsKQrqsab7FYWnxPfzbUskTvOEuLiI0RYyYw4NzzcTkreOHhe1o89azc5T1t09kEguYghIZAIBAIBG1MZGQkKSkpZGRkhHRdRkYGKSkpRES0TqvWPxtqWaJXrBmztnliQ5Ik/vHos2i0Wn76eg1ffrq0ZTZYiU9RcLh9LTqnQHA6IISGQCAQCARtjCRJ3HzzzWRkZJCTkxPUNdnZ2WRmZjJz5kwk6a/TSlWjkv1pVM0UG0mdunDtzXcC8OKj/6SspKQltleNSJ8SCOoihIZAIBAIBCeBKVOmYDQamT59Oh5Pw94RHo+HGTNmYDQaue6669poh38eqsSGqZli4+q/3UFixy4UHMvljdmPt9Du/AihIRDURQgNgUAgEAhOAjabjYULF5KVlcXYsWPJzs4OOC47O5uxY8eSlZXFokWLTkuzvmDQqGR6N1NsaHU6Zj0+G4Al781jy4b1LbU9yoTQEAjqIJzBBQKBQCA4iWRlZTFx4kTsdjtpaWmkp6cTHh5OYWEhGRkZZGZmYjQaWbRoESNGjDjZ2z3puL0+NuWUYW/Gwf7xu24ma8lHdO3Zh9eXrmnUMDEYNCqZs5LCmj2PQHA6IYSGQCAQCAQnmaKiIt555x3mzJnD9u3bqx9PSUlh5syZTJkyhbAwcYitorliozDvGFdfchalxUXcev/jTJo2s0X2NTgxDK1aJIsIBFUIoSEQCAQCwZ8ERVEoKCigtLQUi8VCRETEX6rwOxSaKzY+/ugdnrnvDgxGE++u+oHYdgnN3lOvWDPhRk2z5xEITheE7BYIBAKB4E+CJElERkbSoUMHIiMjhchogKqaDWMTazYum3ANfQachcNezouP3tciexJ1GgJBbYTQEAgEAoFAcEqirRQbBk3oYkOWZe5+4nlUajVrV33Ct59/1uz9iM5TAkFthNAQCAQCgUBwyqJVyfRpotjo2K0HV06/FYAXHroHe3lZs/YihIZAUBshNAQCgUAgEJzSaNVNFxvX3zaL+IQkjmYf5s0X/92sfTjcXrw+UfoqEFQhhIZAIBAIBIJTnqaKDb3ByJ2PPAvAojdfZdfWzc3ah6jTEAiOI4SGQCAQCASC04Kmio1zLryEC0aNxuv18uz9d+L1Nl0siPQpgeA4QmgIBAKBQCA4bdCq/QXiek1oR5y/P/gURrOZLb+vZ/mHbzd5fSE0BILjCKEhEAgEAoHgtEKnlukTZwlJbETFxjPjrgcAeP3ZR8k/ltuktcudniZdJxCcjgihIRAIBAKB4LRDp5bpHaLYGHfNNLr36U9ZaQkvPXZ/k9a1u334hBeyQAAIoSEQCAQCgeA0RV8lNtTBHXdUKhWznngeWZZZsyKTn9d+EfKaPkXB4faFfJ1AcDoihIZAIBAIBILTFr36/9u7/xiv6wKO468vHL/OO+EgB6wZs1Y3FM0518+Zy6m0cnp6hpYusjAHyznxV4WSoZalOJaNMh0JLXXgl6wx3c1cf2BuWWsyK3bmUrbckYM77PBEuB/9gSDKj7vTN7Dd9/H4k3u/35/3H/cHz70/7/uMyqzpQ4+N5lkfT+vXrkyS3LP4hry5441hP9M9DdhNaAAAI9r4ty6IjxtibMxb+L0cN216Xtn0Un69/J5hP09owG5CAwAY8caPGZ2Thxgb9Q2NuWbxnUmS39z307z8YvuwnrXdhXBIIjQAgBoxnNj43Ozz8pmzZqd3164sveX6DAzjgrcTDdhNaAAANWP8mNGZNa0hYweJjUqlkmt/8JOMn1Cf5/78pzxRfXjIz+jtH8iOXhfCQWgAADVlwlsnG4PFxrQPHp8rrrkxSbL8R4uzrXPrkJ/hexogNACAGrQ3NkYf+r9Cc66Ynw83n5jXujrz8zu/P+T1vT4FQgMAqFETxozOydMPHRt1Y8bkhjvuSaVSyeOPPpTnnn1mSGsLDRAaAEANm7DnzsYhYmPWaZ/I+ZfOTZLcffPC7Nq5c9B1twsNEBoAQG2rHzt4bFx14+I0TTkum158IQ/ff++ga77Z259dfS6EU9uEBgBQ8/bExpiDxEbjxEm5+uY7kiQrf7Y0r2x6adA1vT5FrRMaAADZHRsnHyI2zj6/Nad/9szsfHNHli4e/NsaQoNaJzQAAN7ydmxU9vtZpVLJwiV3Z+zYcfnL+j/mqXVrD7mW0KDWCQ0AgH3sfo2q8YCxcfwJH8nlC65Nktx726J0/++1g67jQji1TmgAALzLMYeIjcuuuiYf+vBH07nl1fzyrtsOusYbu/rSP8jrVTCSCQ0AgAM4WGyMHTcu1912d5Lkdw/9Kv947q8HnD8wkPQ41aCGCQ0AgIM4ZuzonDS1IXWj3hkbp336jHzhokszMDCQuxctTG9v7wHne32KWiY0AAAOoWFcXWZN2z82Fnx3SY6d1JQXN/49jz74iwPOdSGcWiY0AAAGcaDYaJrygcy/6dYkyYplP85/X/nPfvOEBrVMaAAADMGe2Bi9T2x88cuX5ZTTP5U3el7PsiXf2W/O6zv7Bv3eBoxUQgMAYIgaxtXl5H1iY9SoUbn+9qUZXVeXp598POuffPwd4/v6B7Kjt/9obBWOOqEBADAM7z7ZOOFjM/OVK69Okiy79ab0vL79HeO9PkWtEhoAAMPU+K7YmPvt6zL9+Bl5teOVrFh25zvGbn9TaFCbhAYAwHuwb2yMn1Cf65bclSR59MH78q9/Pr93nBMNapXQAAB4jxrH1eWkqbtj45Nnnp2zvtSSvr6+3LXo2vT17Q4MoUGtEhoAAO/DsePfjo2rb/lhjmlozMYNf8vvH3owSbKzrz87+1wIp/YIDQCA9+nY8XU5cWpDpk6bnm9df0uS5L67lmTLq5uTONWgNgkNAIACJr4VGxde/o3MPOW0vL69O/fevihJ0r2jN1u2bMnLL7+cLVu2+LYGNaEy4DcdAKCY13b05rdPPZNvnv/59Pf354Kvfj3PP/tM/v3iC3vHNDc3Z/78+Zk7d24mTZp09DYLh5HQAAAo7LUdu3L+BRfm6T88kUqlktaLL87Fra1pampKV1dXqtVqqtVq6uvrs3r16syePftobxmKExoAAIW1tbXlvPPOyznnnJMVK1Zk2rRp+43ZvHlz5s2bl7a2tqxbt05sMOIIDQCAgrZt25YZM2bkjDPOyGOPPZa6urqDju3t7U1LS0vWr1+fTZs2eY2KEcVlcACAglauXJmenp488MADh4yMJKmrq8v999+fnp6erFq16gjtEI4MJxoAAIUMDAxk5syZOfXUU/PII48Med4ll1ySDRs2ZOPGjalUKodxh3DkONEAAChk69ataW9vT2tr67Dmtba2pr29PZ2dnYdpZ3DkCQ0AgEK2b9+eJGlqahrWvD3ju7u7i+8JjhahAQBQSENDQ5Kkq6trWPP2jG9sbCy+JzhahAYAQCFTpkxJc3NzqtXqsOZVq9U0Nzdn8uTJh2lncOQJDQCAQiqVSubPn59qtZrNmzcPaU5HR0fWrl2bBQsWuAjOiOKvTgEAFOQ7GrCbEw0AgIImTZqU1atXp62tLS0tLeno6DjguI6OjrS0tKStrS1r1qwRGYw4TjQAAA6Dtra2zJkzJz09PbnooovS2tqapqamdHV1pVqtZu3atamvr8+aNWty7rnnHu3tQnFCAwDgMNm2bVtWrVqV5cuXp729fe+/Nzc3Z8GCBZk7d24mTpx4FHcIh4/QAAA4zAYGBtLZ2Znu7u40NjZm8uTJLn4z4gkNAACgOJfBAQCA4oQGAABQnNAAAACKExoAAEBxQgMAAChOaAAAAMUJDQAAoDihAQAAFCc0AACA4oQGAABQnNAAAACKExoAAEBxQgMAAChOaAAAAMUJDQAAoDihAQAAFCc0AACA4oQGAABQnNAAAACKExoAAEBxQgMAAChOaAAAAMUJDQAAoDihAQAAFCc0AACA4oQGAABQnNAAAACKExoAAEBxQgMAAChOaAAAAMUJDQAAoDihAQAAFCc0AACA4oQGAABQnNAAAACKExoAAEBxQgMAAChOaAAAAMUJDQAAoDihAQAAFCc0AACA4oQGAABQnNAAAACKExoAAEBxQgMAAChOaAAAAMUJDQAAoDihAQAAFCc0AACA4oQGAABQnNAAAACKExoAAEBxQgMAAChOaAAAAMUJDQAAoDihAQAAFCc0AACA4oQGAABQnNAAAACKExoAAEBxQgMAAChOaAAAAMUJDQAAoDihAQAAFCc0AACA4oQGAABQnNAAAACKExoAAEBxQgMAAChOaAAAAMUJDQAAoDihAQAAFCc0AACA4oQGAABQnNAAAACKExoAAEBxQgMAAChOaAAAAMUJDQAAoDihAQAAFCc0AACA4oQGAABQnNAAAACKExoAAEBxQgMAAChOaAAAAMX9H1VGuJB3hZHBAAAAAElFTkSuQmCC", + "image/png": 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sxesxcmIMNIxtk42BxtmzZwtdUySEECJ/EmgIIQCIj4837QT4+PjkeeyYMWOoUqUK165dY8mSJVnee+mll/jxxx8B+Oqrr/jiiy+KZ8EYppmPHDmSQ4cOcfHiRT7++GOqV69OfHw8CxYs4H//+59pJ8SYFiYeLEVR+Pbbb+ncuTOxsbE0a9aMEydO8Pzzzz+wNdy/o1GjRg08PT3RaDScOXPmga1DCCHKGwk0hBDAvfoMT09PHBwc8jzW2dmZjz/+GIDPPvssW6rSiBEjmD17NmDoUBUYGFgMK86qXr16fP7551y/fp3Q0FBeffVVHB0duXjxIh999BG+vr6mnZDU1NRiX4+A1NRUXnvtNd599110Oh2vvfYaBw4cKNZ6jJxknqMBoFKpJH1KCCEeAAk0hBCAefUZmb3xxhs88sgj3L59mwULFmR7/5133mHKlCkAjB8/np9//tlia82LtbU1HTt2ZMWKFURGRrJ48WJat26NXq9nx44dvPzyy3h7ezNy5EgOHjwoqVXF5MaNG7Rs2dJUjzFnzhyWLVtW7PUYObl/RwOkIFwIIR4ECTSEEEDBAw17e3smTpwIwIwZM0hOTs52zKRJk3jvvfcAwy5HUFCQhVZrHldXV4YNG8a+ffu4fPkykyZNokaNGiQmJrJw4UJatWpF/fr1mT59Ojdv3nygayvLdu/eTYsWLUz1GKGhoYwbN+6B1GPkJKdAw7ijIYGGEEIUHwk0hBBA/q1tczJkyBDq1KlDVFQU33//fbb3VSoVM2fO5I033kCv1/PKK6+wZcsWi625IOrUqcPUqVO5evUqu3fvZvDgwTg7O3Pp0iUmTpxIzZo1TTshKSkpJbLG0k5RFObMmUOnTp2IiYmhWbNmHD9+nHbt2pXouvLa0bhw4UKOQbIQQoiik0BDCAEUfEcDDLnvxvSor7/+mvj4+GzHGDtQvfLKK2i1Wvr168cff/xhiSUXipWVFc8//zxLly4lMjKSpUuX0q5dOxRFYdeuXQwaNAhvb2/TToikVpknNTWVwYMH884776DT6Xj11Vc5cOAANWrUKOml5RhoVK1alapVq6LX6zl16lRJLU0IIco0CTSEEEDhAg0wdJl6/PHHiY+PNxWA38/KyoqlS5fSu3dv0tPT6dmzJ4cPHy7ymovKxcWFwYMH88cff3Dt2jWmTZtG7dq1SU5OZsmSJbRt25a6desydepUrl27VtLLfWjdvHmTVq1asWLFClM9xvLly0ukHiMn97e3NZL0KSGEKF4SaAghgMIHGtbW1kybNg2Ab7/9lpiYmByPs7GxYe3atXTq1ImUlBReeOEFTp8+XaQ1W1LNmjWZOHEily9fZt++fbz++utUqFCBq1evMmXKFGrXrm3aCZFUm3v27NlD8+bNOXny5ENRj5GTnHY0QAb3CSFEcZNAQwgBFK5Gw6hPnz40bdqU5ORkvvrqq1yPs7e3Z+PGjbRq1Yr4+Hg6d+7MP//8U+g1FweVSkXr1q1ZtGgRkZGRrFy5ko4dO6JSqdi7dy9Dhw6lSpUqpp0QvV5f0ksuEYqiEBgYSMeOHYmJiaFp06YPRT1GTu5vb2sknaeEEKJ4SaAhhECn0xEZGQkUfEcDDKlR06dPB2Du3LlERETkeqyzszNbtmyhefPmREdH07Fjx4c2LcnJyYlXXnmF0NBQbty4weeff86jjz6KWq1m+fLldOjQgVq1apl2QsqL1NRUhgwZwvjx4031GAcPHnwo6jFyktuOhjHQuHz5MnFxcQ98XUIIUdZJoCGEIDo6Gp1Oh5WVFZUrVy7UNbp27cqzzz5LWloan3/+eZ7Hurm5sX37dh5//HFu375Nx44dTalbD6tHHnmEjz/+mIsXL3Lo0CFGjhyJm5sbN2/eZPr06Tz66KO0atWKRYsWkZCQUNLLLTY3b96kdevWLF++HGtra2bPnv1Q1WPkJLdAw9PTk9q1awNw4sSJB74uIYQo6yTQEEKY0qa8vb1ND2UFpVKpTAHGTz/9xI0bN/I83pjPX6dOHa5evUrHjh2Jjo4u1L0fJJVKxbPPPsuPP/5IREQEa9asoUuXLlhZWXHw4EFGjBiBj4+PaSdEp9OV9JItZu/evbRo0YITJ07g6enJjh07eOeddx6qeoyc5BZogKRPCSFEcZJAQwhR6ELw+7Vr14727duj0WhMBeJ5qVq1Kjt37qR69epcuHABPz+/UrUb4OjoyIsvvsi2bdu4desWX331FQ0aNCA1NZXVq1fTuXNnatasadoJKa0UReG7776jQ4cOREdH07RpU06cOEH79u1LemlmySvQkIJwIYQoPhJoCCEsFmgAplqNZcuW8e+//+Z7fM2aNdm5cyeVK1fm1KlTdOvWrVQOzKtatSoTJkzg/PnzHD16lNGjR+Ph4UFYWBgzZszgscceM+2E5DRv5GFlrMcYN24cOp2OV1555aGZj2Gu3NrbguxoCCFEcZJAQwhhSp2yRKDx7LPP0q1bN3Q6nWmYX37q16/Pjh07cHd35+DBg/Tu3Zu0tLQir6UkqFQqnnrqKX744QciIiJYt24d3bp1w9ramiNHjvDmm2/i7e1t2gnJ6Vv2h8WtW7dM9RhWVlbMmjWLFStW4OTkVNJLK5C8djSaN2+OSqXi1q1b3Llz50EvTQghyjQJNIQQph2NwrS2zclnn30GwNq1azl37pxZ5zz55JNs374dZ2dndu7cycCBA3P8Bro0sbe3p1+/fmzZsoWwsDC++eYbGjVqRHp6Or/88gsvvPACvr6+pp2Qh8nevXtp3ry5qR4jNDSUd99996Gvx8hJbu1tASpUqMBjjz0GSPqUEEJYmgQaQgiLpk4BNG3alH79+qEoCpMmTTL7vGeeeYbffvsNBwcHNm/ezODBg8tMMbW3tzfvvfceZ8+e5cSJE7z99tt4enoSERHBzJkzadSoEU8//TQ//PADd+/eLbF1KorC999/byrOb9KkCcePHy819Rg5yWtHAyR9SgghiosEGkIIiwcaANOmTcPKyopNmzYV6Jvidu3asX79emxsbFizZg2jRo1CURSLraukqVQqmjVrxnfffUd4eDgbNmygV69e2NjYcOzYMcaMGYOPj49pJ+RB7uqkpaUxdOhQxo4di1ar5aWXXuLgwYPUrFnzga2hOOQXaEhBuBBCFA8JNIQQRZoKnpsGDRrwyiuvAPDpp58W6Nxu3bqxevVqrKysWLhwIQEBAWUq2DCys7OjT58+bNq0idu3bzNnzhyaNGlCRkYGwcHB9OjRg+rVq5t2QoqTsR5j2bJlpnqMVatWlbp6jJyYG2gcO3asTP49E0KIkqJS5L+qQpRr6enpODg4ABATE4Onp6fFrn3lyhUee+wxtFot+/bto3Xr1gU6f+nSpQwdOhSAyZMnm11cXtqdOXOGZcuWsXLlyiyzRZo2bcqQIUN46aWX8PLystj99u3bR//+/YmKisLT05NffvmFDh06WOz6JW3nzp106tSJxo0bc+bMmWzvp6am4urqilar5caNG/j6+pbAKoUQouyRHQ0hyrnIyEjAULhcsWJFi167Tp06DBs2DDDsahT0e40hQ4bw3XffATB16lRmzZpl0fU9rJ588klmz57N7du32bx5M3379sXW1pZTp04xbtw4qlatatoJycjIKPR9FEVh7ty5dOjQgaioKJ588kmOHz9epoIMyH9Hw9HRkUaNGgGSPiWEEJYkgYYQ5Vzm1rbF0VFo4sSJ2Nvbs2/fPnbu3Fng899++23TxPGAgAB+/PFHSy/xoWVra0uPHj0IDg4mIiKC77//nhYtWqDVatm0aRN9+vShWrVqjBs3jlOnThUokEtLS2PYsGG8/fbbpnqMQ4cOlfp6jJzkNUfDSArChRDC8iTQEKKcK45C8MyqV6/Om2++CRRuVwPg448/5sMPPwRg1KhRrFq1yqJrLA08PT0ZM2YMx44d49y5cwQEBODt7U1MTAzfffcdzZo1o0mTJsyePTvfeRBhYWG0adOGpUuXYmVlxTfffFNm6jFykt+OBmSt0xBCCGEZEmgIUc4Vd6AB8NFHH+Hk5MTRo0f57bffCnWNL774gjFjxqAoCoMHD2bTpk2WXWQp0qhRI2bOnMmtW7fYunUrAwYMwM7OjrNnz/Lee+9RrVo1005Ienp6lnP3799P8+bNOXbsGBUrViQkJIT33nuvVM7HMFdeczSMMneektJFIYSwDAk0hCjnHkSgUaVKFcaOHQsYUqn0en2Br6FSqQgMDDTN1hg4cCChoaGWXmqpYmNjwwsvvMAvv/xCZGQk8+fP55lnnkGn07Flyxb69etH1apVGTNmDEePHmXu3Lm0b9+eqKgoGjduzPHjx+nYsWNJf4xiZ86ORqNGjbC3tychIYHLly8/qKUJIUSZJoGGEOVccbS2zcn777+Pq6srZ8+eZd26dYW6hpWVFYsWLcLf35+MjAx69erFgQMHLLzS0snDw4M333yTI0eOcOHCBT788EOqVq3K3bt3+eGHH3jmmWdM9Ri9evXi0KFD1KpVq6SX/UCYE2jY2trSpEkTQArChRDCUiTQEKKcexA7GgAVK1bkvffeAwytavN66MuLjY0Nq1evpmvXrqSmptKtWzdOnDhhyaWWeo899hgzZszg5s2brFy5MlvL4s2bN9O/f39++eUX0tLSSmiVD445gQZInYYQQliaBBpClHMPKtAAGD9+PJ6enly8eJGVK1cW+jp2dnYEBwfTtm1bEhMT8fPz4/z58xZcadlw6NAh3n33XWJjY/Hw8GD8+PG0bNkSRVHYtm0bL774Ij4+PowaNYojR46U2doEcwMN6TwlhBCWJYGGEOXcg0qdAnB1deWDDz4ADHMxijIDwtHRkd9++42nn36a2NhYOnXqxJUrVyy11FJNURTmzZuXrR7j22+/5cCBA/z77798+umnPPLII8THx7NgwQKeffZZGjRowIwZMwgLCyvpj2BR5rS3hXs7GidPnkSn0xX7uoQQoqyTyeBClGNJSUm4uroCkJiYSIUKFYr9nmq1mjp16hAZGcm8efMYNWpUka539+5dnn/+ec6dO0eNGjXYv38/jzzyiIVWW/qkpaXx1ltv8fPPPwMwcOBAFi9ejLOzc7Zj9Xo9u3fvZtmyZaxfv57U1FTAUHjfsWNHhgwZQu/evUt929vbt29TvXp1bGxs8gw2dDod7u7uJCcnc+7cOdMQPyGEEIUjOxpClGMREREAVKhQ4YEEGQBOTk588sknAEyfPt30cFtYFStWJDQ0lEcffZQbN27QsWPHfOdIlFW3b9+mbdu2/Pzzz1hZWfH111+zZs2aHIMMMBTXd+jQgeXLlxMZGcnixYtp06YNiqIQGhrKK6+8gre3NyNGjODAgQOlNrUqc3vbvD6DtbU1zZo1AyR9SgghLEECDSHKscxTwR+kESNG4OvrS3h4OPPnzy/y9apUqcLOnTvx9fXl33//pXPnzsTFxVlgpaXHgQMHaN68OUePHsXDw4Nt27bx/vvvmz0fw9XVlWHDhrF3716uXLnC5MmTqVmzJklJSSxatIjWrVtTr149pk+fzo0bN4r501iWMXUKyLe1cuZ5GkIIIYpGAg0hyjFjIfiDqM/IzN7enkmTJgEwY8YMkpOTi3xNX19fdu3ahbe3N2fPnqVr164kJSUV+boPO0VRmD9/Pu3atePOnTs88cQTHD9+nM6dOxf6mrVr12bKlClcuXKFPXv2MGTIEJydnbl8+TITJ06kZs2app2QlJQUC36a4pE50JCCcCGEeHAk0BCiHHuQHafuN2jQIOrWrUtMTAyBgYEWuWbdunUJDQ2lYsWK/Pnnn/Ts2bPIqVkPs/T0dEaMGMHo0aPRarUMGDCAw4cPU7t2bYtc38rKirZt27JkyRIiIyNZtmwZ7du3B+CPP/5g8ODBeHt7M3ToUPbu3VuoQYwPQkECDeOOxpkzZ4rUrEAIIYQEGkKUayUZaNja2jJ16lQAZs6cabFUp0aNGhESEkKFChXYs2cP/fr1K5MPjMZ6jMWLF2NlZcVXX33F2rVrc63HKCoXFxcGDRrErl27uH79Op999hl16tQhOTmZpUuX8vzzz1OnTh2mTJnC1atXi2UNhVWQQKN27dp4eHiQkZHBuXPnintpQghRpkmgIUQ59iBb2+Zk4MCBNGzYkISEBGbNmmWx67Zo0YKtW7fi6OjI77//zquvvlroAYEPo4MHD9K8eXP+/PNPUz3GhAkTzK7HKKoaNWrw6aefcunSJfbv38/w4cOpUKEC169fZ+rUqdSpU8e0E/IwpK9lDjTya3GrUqkkfUoIISxEAg0hyrGS3NEAQ5efzz77DIA5c+YQHR1tsWu3bt2ajRs3Ymdnx7p16xgxYsRDm9pjLkVRWLBgQZZ6jGPHjhWpHqMoVCoVrVq1YuHChURGRrJq1So6deqESqVi3759DBs2DG9vbwYNGsQff/xRYj9/KysrUxBmTsApBeFCCGEZEmgIUY6VdKAB0Lt3b5o3b05KSgpffvmlRa/t5+fH2rVrsba2ZunSpYwfP77UtmhNT09n5MiRjBo1Co1GQ//+/Tl8+DB16tQp6aUBhrbFL7/8Mjt27ODGjRt88cUX1KtXD7VazYoVK+jQoQO1atVi4sSJXL58+YGvL3OL2/wYAw3Z0RBCiKKRgX1ClFOKouDo6Eh6ejrXrl2jZs2aJbaW7du307VrVxwcHLh8+bLFU7lWrlzJa6+9BsDHH3/M559/btHrF7fw8HD8/f05cuQIKpWKGTNmPNBUqcJSFIU///yTpUuXsnbtWhISEkzvtWzZksGDBzNgwADc3NyKfS3Ozs6o1Wqz/q6HhYXxyCOPYG1tTWJiYqkfWCiEECVFdjSEKKfu3r1Leno6AD4+PiW6Fj8/P1q2bElaWlqxBAGvvvoq8+bNA+CLL76w+M5JcTp06BDNmzfnyJEjuLu7s23bNj744IOHPsgAQ2rV//73PxYsWEBkZCRr166la9euWFlZcfDgQUaOHIm3t7dpJ0Sn0xX6XoqiEBMTw/Xr14mJicm2c2Ws0zBnR6NatWp4e3uj0+k4ffp0odckhBDlnQQaQpRTxrSpSpUqYW9vX6JrUalUpgBj0aJFXLt2zeL3GDVqFF9//TUAH330EXPnzrX4PSztxx9/5PnnnycyMpJGjRpx/Phx/Pz8SnpZheLg4MDAgQP5/fffuXXrFl999RWPP/44aWlprFmzBj8/P2rUqMFHH33EP//8Y/Z14+PjCQwMpEGDBnh5eVGrVi28vLxo0KABgYGBxMfHAwULNKQgXAghLEMCDSHKqZKaCp6btm3b0rFjRzQaDdOmTSuWe7z//vtMnDgRgLfffptly5YVy32KyliP8eabb6LRaOjXr99DVY9RVFWrVmXChAn89ddfHD16lLfeegsPDw9u377Nl19+SYMGDUw7IXm1PQ4JCaFGjRoEBATQpEkTgoKCCA0NJSgoiCZNmhAQEECNGjUICQkpUKABD09BeH47NUII8VBThBDl0uLFixVA6dq1a0kvxeTIkSMKoFhZWSn//PNPsdxDr9cr48ePN91n3bp1xXKfwrp9+7by7LPPKoCiUqmUGTNmKHq9vqSXVezS0tKU9evXK927d1esra0VQAEUe3t7ZcCAAcrWrVsVjUZjOn779u2KjY2N0q1bNyUiIiLHa0ZERCjdunVTbGxslIoVKyqAcvLkSbPW8/vvvyuAUr9+fYt8voKKi4tT5syZo9SvX9/0szCuZ86cOUpcXFyJrEsIIQpCAg0hyqnPPvtMAZTXX3+9pJeSRY8ePRRAefHFF4vtHnq9Xhk+fLgCKLa2tsrWrVuL7V4FcfDgQcXb21sBFHd3d2Xbtm0lvaQSERkZqcyaNUt54oknsjxke3t7K++//75y6NAhxdXVVenWrVuW4CMnGo3GFGwAytGjR81aQ1RUlOm+8fHxlvhYZtu+fbvi6uqq2NjYKAMHDlSCgoKU0NBQJSgoSBk4cKBiY2OjuLq6Ktu3b3+g6xJCiIKSQEOIcmrUqFEKoEycOLGkl5LFqVOnTA94Z86cKbb7aLVa5cUXX1QAxcHBQdm9e3ex3cscP/74o2Jra6sASsOGDZVLly6V6HoeBnq9Xjl58qQyduxYpVKlSlmCDmtr61x3Mu4XHh5u2iU5dOiQ2fevUaOGAih//PFHYT9CgRV0p0aCDSHEw0xqNIQop0p6KnhumjRpwoABAwCYNGlSsd3H2tqa5cuX06NHD9LS0ujRowd//vlnsd0vN+np6bzxxhu88cYbpnqMI0eOULdu3Qe+loeNSqWiadOmBAYGcvv2bTZu3EjPnj2xsbHB398fb29vs67j4+NDnz59sLGxyXcyeGYPep5GfHw8AwYMwM/Pj02bNuX6+by9vdm0aRN+fn4MGDDAVPAuhBAPG5uSXoAQomQ8DMP6cjN16lTWr1/Pr7/+ytGjR3n66aeL5T62trYEBQXRvXt3du3aRdeuXdmzZw+NGzculvvdLyIiAn9/fw4fPmzqvPXhhx+Wita1D5qdnR29e/emVatWeHl50a9fvwKd379/f9avX88PP/zA4cOHcXR0xMnJKc9/1q9fH+CBBaDLli1DrVazaNEiU/F6bmxsbFi4cCG+vr4sX76csWPHPpA1CiFEQcjAPiHKqWrVqhEeHs7x48dp3rx5SS8nmyFDhrBs2TI6d+5MSEhIsd4rOTmZzp07c/jwYSpXrsz+/fupV69esd7z8OHD+Pv7ExERgbu7O6tXr6Zr167Fes+y4Pr169SqVYvQ0FA6duxo9nmhoaF07ty50Pe1trY2Kzi5/5/mHuvg4MDzzz9Ps2bNWLt2rdnrGjhwIGfOnOHChQsSoAohHjqyoyFEOaTVaomMjAQezh0NMKRNrVq1ih07drBv3z7atGlTbPdycXHh999/p127dpw+fZqOHTuyf/9+atSoUSz3W7hwIW+99RYajYaGDRuyadMmSZUyk4uLC0CebW9zYjy+U6dOVKtWDbVaTWpqarZ/Zv51SkqK6XydTkdycjLJycmW+zA5KOjASn9/f4KCgrh79y6enp7FtCohhCgcCTSEKIeioqLQ6/VYW1tTuXLlkl5OjmrXrs3w4cNZsGABn376KXv37i3Wb2zd3d3ZsWMHbdq04Z9//qFDhw7s37/folPTMzIyGDt2LD/++CNgeEhcsmQJFSpUsNg9yjpPT0/q169PcHAw/fv3N/u89evXY2Njw5gxY+jZs6dZ5yiKQv369bl06RIrV67kmWeeyTE4ySlIKeg/jUGNh4dHgX4exuOTkpIk0BBCPHQk0BCiHDLWZ3h7e2NtbV3Cq8ndJ598wpIlS9i/fz87duwo9qnYXl5e7Ny5k9atW3PlyhU6derE3r17LfIAFxERQb9+/Th06BAqlYrp06fz0UcfSbpLAalUKkaNGkVAQACRkZFmFYRHRESwYcMGdDqd2QP7jPd6+umnuXTpElevXuWVV14pytLzFB0dTeXKlQu9UyPBqhDiYSRdp4Qohx7mQvDMqlevzujRowH49NNPH8hU5GrVqrFr1y6qVq3K+fPn6dKlC4mJiUW65uHDh2nevDmHDh3Czc2NrVu38vHHH0uQUUiDBw/GycmJ4cOH5xs4aLVaRowYgZWVlen3BdGiRQug+DtPVapUybRTUxDBwcHUr1+fihUrFtPKhBCi8CTQEKIcelhb2+bkww8/xNnZmePHj/Prr78+kHvWqlWLnTt3UqlSJY4fP0737t1Rq9WFutaiRYto27YtERERPP744xw7dkyKvovI3d2doKAgQkJC6N27NxERETkeFxERQe/evQkJCaFRo0ZAwQMNY4vb48ePF23R+TDu1AQHB5vqp/Jj3KkZPXq0BK1CiIeSBBpClEOlZUcDoHLlyowbNw6AiRMnotfrH8h9GzRowI4dO3Bzc2P//v306dOH9PR0s8/PyMhg1KhRjBgxAo1GQ9++fTly5AiPPvpoMa66/PDz82PLli3s378fX19fBg4cSFBQEKGhoQQFBTFw4EB8fX3Zv38/W7dupUqVKkDBA42mTZtiZWVFRESEKUAvLoXZqXFycmLQoEHFui4hhCgsCTSEKIdKU6ABEBAQgJubG3/99Re//PLLA7tv06ZN+f3333F2dmbHjh289NJLZj2oRkRE0K5dOxYsWGCaj7F+/XrJo7cwPz8/bty4waxZszhz5gwDBw6kc+fOppavs2bN4ubNm3Tu3Nk0l6KggYaTkxMNGzYEij99KvNOTc+ePc3aqVm3bh3u7u7Fui4hhCgsCTSEKIeM38yWlkDDw8ODgIAAACZPnlzgh8WieO655/j111+xt7dn48aNDB06NM9dlSNHjtCiRQtTPcaWLVukHqMYubu7M3bsWC5cuMCZs/9y7do1YmJiuHDhAmPHjsXNzQ2g0IEGPLj0KTAETx9++CEhISE88sgjDBw4IM+dmqLMBhFCiOImgYYQ5ZBxR6M01GgYjRs3jkqVKnHp0iWWL1/+QO/doUMH1q1bh7W1NStXruStt97KsTB98eLFtG3blvDwcFM9xgsvvPBA11peqVQqXF3dqVmzJp6entkCO0sEGsW9owGQmprKypUr0ev1dOjQgROnTuS5UyOEEA8zCTSEKIdKW+oUGNp3fvjhhwBMnTq1QPUSltCjRw9WrFiBSqViwYIFfPDBB6ZgIyMjg9GjRzN8+HAyMjLo06eP1GOUAK1Wl+t7xkBDo9EU+LrGzlPHjx8v9s5ns2fP5vr161SrVo1Vv6xg28GNHL24j90nthEVHZVtp0YIIR5mEmgIUc6kpaURGxsLlK5AA2DUqFH4+Phw8+ZNFi1a9MDv/9JLL/HTTz8BMHPmTKZPn05kZCTt27dn/vz5pvkYUo9RMnS63FPairKj0bhxY+zs7Lh79y7Xrl0r9Pryc/v2bb744gsAvv76axQbHSqVCo+K7lT3rYZHRXdJwRNClCoSaAhRzhgLTB0cHAo8hbikOTk58cknnwAwffr0QrecLYrhw4fz7bffAjBp0iQee+wxDh48iKurK7/99huffPKJaWaDeHC0Wl2euw22trb/HVfwQMPOzo4nn3wSKN70qQ8//BC1Ws1zzz3Hiy++SHJGQpb39frcd2yEEOJhJP9vKEQ5kzltqjR+Ozp8+HBq1KhBZGQk8+bNK5E1jB8/nt69ewOQkJCAt7c3x44do1u3biWyHmHYzcjr73NRdjQga/pUcTh8+DArV64EIDAwkAxdGjp91jQvnSKBhhCidJFAQ4hypjTWZ2Rmb2/PpEmTAPjyyy9JSkp6oPc31mNs2rTJ9NqdO3c4efLkA12HyEqjyfshvKiBRnEWhOv1etOsmKFDh9KiRYtsuxkAegk0hBCljAQaQpQzpa21bU4GDRrEo48+SmxsLIGBgQ/svpGRkXTo0MFUjzFt2jTeeOMNFEXhtdde47fffntgaxFZPagdjRMnTqDTWfaBf8WKFRw7dgwXFxdTjUZyevZAQyepU0KIUkYCDSHKmdLY2vZ+NjY2TJ06FYBvvvmGuLi4Yr/n0aNHadGiBQcOHMDV1ZXNmzczceJE5s2bx6uvvopWq6V///7s2rWr2NcistNodeSVCVjUQKNBgwY4OTmRnJzMv//+W6hr5CQpKcnUTW3ixIl4e3uTplGj1WfvjiU7GkKI0kYCDSHKmdKeOmU0cOBAGjVqREJCAt98802x3uvnn3+mdevW3L59mwYNGnDs2DG6d+8OgJWVFUuWLKFPnz6kp6fTs2dPDh06VKzrEdnl1doWitbe1nh+s2bNAMumT33xxRdERkZSp04dU/pUckZijsfqldy7agkhxMNIAg0hypmykDoFhgf8zz77DDAUz0ZFRVn8HhqNhjFjxvD666+TkZFB7969OXLkCPXq1ctynI2NDWvWrMHPzw+1Ws0LL7zAqVOnLL4ekTutVoeVVfGlTsG99ClLBRpXrlxh9uzZgGF+hr29PZBz2hRI6pQQovSRQEOIcqYspE4Z9erVixYtWpCSksKXX35p0WvfuXOHDh068MMPPwCGIYHBwcG4urrmeLy9vT0bNmygdevWJCQk0LlzZy5cuGDRNYncabV5f9tflPa2RsaCcEt1ngoICCAjI4NOnTrRo0cPANK0qWj1GTkeL6lTQojSRgINIcqZspI6BZgG5AHMmzePsLAwi1z36NGjNG/enP3795vmY0yaNCnf+RhOTk789ttvNG/enJiYGDp27MjVq1ctsiaRN61Wh4ri3dEwBhqnT58udAqW0c6dO9m0aRPW1tZ8++23pkL23HYzQAINIUTpI4GGEOVIUlISycnJQNkINAA6d+5M69atSU9P5/PPPy/y9ZYsWUKbNm24ffs2jz32GEePHjXVY5jDzc2NkJAQGjZsSHh4OB07djSlq4nio9XqyCPOsEigUadOHdzc3EhLS+P8+fOFvo5Wq2X8+PEAjB49moYNG5reyyvQkNQpIURpI4GGEOWI8YHXzc0NZ2fnEl6NZWTe1Vi0aFGhdxA0Gg1vv/02w4YNIz09nV69evHnn39Sv379Al/L09OT0NBQ6taty7Vr1+jYsWOx1JCIe7RaXbG2twVDXZAl6jR+/PFHzp8/T8WKFZkyZYrp9fQ80qZAdjSEEKWPBBpClCNlKW0qszZt2tC5c2e0Wi3Tpk0r8PnGeoy5c+cChnqMDRs25FqPYQ4fHx927txJ9erV+eeff/Dz8yM+Pr7Q1ysuiqIQExPD9evXiYmJQVGUkl5SoTyIQAOKXhAeGxvLxIkTAfjss8+oWLGi6b28djNAAg0hROkjgYYQ5UhZDTQAUweqFStWFKgI+9ixY7Ro0cJUj7F582az6jHMUaNGDXbt2kXlypU5ffo0L7zwgil1raTFx8cTGBhIgwYN8PLyolatWnh5edGgQQMCAwMfyqAoL5p8isEtFWgUtSB8ypQpxMXF0ahRI0aOHJnlveT0nNvaGukk0BBClDISaAhRjpSV1rY5efrpp+nVqxd6vT5LOkpeli5dSuvWrQkLC6N+/focPXrU1P3HUurVq0doaCgeHh4cPnyYXr16kZaWZtF7FFRISAg1atQgICCAJk2aEBQURGhoKEFBQTRp0oSAgABq1KhBSEhIia6zILRmDuwrahG3MdA4d+5cgf8c//rrL+bPnw/AnDlzTGsCSNemodGn53m+ouhL7Y6TEKJ8kkBDiHKkLLW2zcm0adNQqVQEBQVx+vTpXI/TaDSMHTuWoUOHmobsFbYewxyNGzdm+/btuLi48McffzBgwIA8H3iLM50pJCSE7t2707p1a27dusXatWvp378/HTt2pH///qxdu5Zbt27RunVrunfvXmqCjQfRdQrgkUcewcvLC61Wm+ffsfspisL48ePR6XT06dOHDh06ZHk/v7QpI0mfEkKUJhJoCFGOlOXUKTA80A8cOBCASZMm5XhMVFQUHTt25PvvvwcMqSwbN27Ezc2tWNf29NNPs2XLFhwcHPjtt9947bXX0OmyPjQWdzpTfHw8AwYMwM/Pj02bNuHt7Z3jcd7e3mzatAk/Pz8GDBhQKtKo8tvRsMQcDTA0HyhM+tTmzZvZtWsXdnZ2OU6yT84wL9CQ9CkhRGkigYYQ5UhZTp0ymjJlClZWVvz2228cOXIky3vHjx+nefPm7Nu3jwoVKvDrr78yefJki9RjmKNt27Zs2LABW1tbfvnlF9544w3TbsWDSGdatmwZarWaRYsWZUnbyYmNjQ0LFy5ErVazfPnyQt/zQdFq9eQVaVhqRwPupU+ZWxCenp7Ou+++C8B7771H7dq1s7yfoU1Do8s7bcpILy1uhRCliAQaQpQjZT11CqB+/foMGjQIwNTdB2D58uW0atUqSz1Gz549H/j6unbtyurVq7GysmLx4sW8++67bN++vdjTmRRFYf78+fj7++e6k3E/Hx8f+vbty7x58x762gCtNu8HcEsGGsbOU+buaMyZM4erV6/i4+PDRx99lO19c3czQFKnhBCliwQaQpQTiqKU+dQpo8mTJ2Nra8vOnTvZuXMnY8eOZfDgwaSnp9OjRw/+/PNPHnvssRJbX79+/fj5558Bw0Nonz59ii2dKSkpiX///ZfNmzdz8eJF/P39C7RWf39/Ll68yN27dwt03oOm1eiwsnqwOxoXLlwgKSkpz2MjIiJMc16+/PJLKlSokO2Y/LpNZSapU0KI0iTvvXMhRJkRGxtrKkA29xvt0qpmzZoMHz7c9A1+YqLhQW7y5MkWa11bVIMHDyY5OZkxY8ag0WgKlM7k6+vLwoUL6dWrFxEREYSHhxMeHp7jr+9vp+vh4VGgdRqPT0pKwtPTs2Af8gF6kDsaVapU4ZFHHuHWrVucPHmStm3b5nrsxx9/THJyMk8//TSvvvpqtvcztOlk6MzvXiWpU0KI0kQCDSHKCWN9hpeXF3Z2diW8muLXs2dPFixYQGJiIo6OjqxZs4ZevXqV9LKyGD16NNOmTeP5558vUDpT7969+fjjj5kwYYJZ5zg7O+HpVZGb18OIi4sr0BqNx+f0TfzDQlEUtDp9Hj2nLNfe1qhFixbcunWL48eP5xpoHDt2jKVLlwIQGBiYY4BbkLQpAL2S97yQ/CiKQmxsLMnJybi4uODp6ZnnoEMhhCgKCTSEKCfKQ32G0fLlyxk5cqSprqBWrVolUo+Rn9jYWKKioujXr1+Bzuvfvz/r16/H0dGBKj5VqOztZfhfFa9sv/aq4oWLizOKotDlud4EBwfTv39/s+8VHBxM/fr1s0ywftgYdzMexGRwo6eeeoqNGzfmWhCuKApjx44F4LXXXuN///tfjseZ29bWqLCpU/Hx8Sxbtoz58+dz8eJF0+v169dn1KhRDB48GHd390JdWwghciOBhhDlRHmoz9BoNAQEBPDdd98B0KlTJw4dOsTff//Nxo0b6du3bwmvMCtjWlNh05l+P7CR6r7mBY4qlYqXhvTnqymziYyMNGsHJSIigg0bNjD1i8no9FpsrG0LtM4HRfvfVPAH0d7WyFgQnlugsXr1ao4cOYKzszMzZszI8ZgMXcHSpqBwqVMhISEMGDAAtVqNv78/n332GR4eHsTFxREcHExAQACTJk0iKCgIPz+/Al9fCCFyU/KJykKIB6Kst7aNjo6mU6dOpiBj0qRJbN++nfHjx5t+f//cipJ08+ZNFixYAGBWOlPmIX43btwAwNnFuUD37PtiTxwdHXh9+Ov5PnBrtVqGjxiOo6MDXfq243rcRe4k3SJNm1qgez4IGmN9xgPc0TAGGlevXs1WKJ+cnGxKa/v4449z3UVMKUARuFFBu06V1QGNQojSQQINIcqJspw6deLECZo3b87evXtxcXFh48aNTJ06FSsrKwICAnB3d+f8+fP88ssvJbrO1NRU1qxZQ+fOnalZsyZfffUVNjY2rFu3LtdzchriN2LECBwcHfh13RYSE8x/WHV1cyVw0Ux2hOygV29DIXlOIiIi6NW7FztCdhC4+Btc3VwBhaT0eMLiLxMWf5Xk9MSHpuWtLp9CcLB8oOHh4UHdunWB7G1uv/rqK8LDw6lZs6ZpfkZOCpo2BQVLnSrLAxqFEKWDBBpClBNlNXVqxYoVtGrVilu3blGvXj2OHj1K7969Te+7u7sTEBAAGLpOaTSaLLsDMTExxfrArCgKx44dY/To0fj4+PDyyy8TGhqKoig8//zzDBgwgI0bNxIZGZnt3LyG+PXs0ZOvpszm+aZd2P/HQbPX87+2T/P1oins27cXX19fBgwYkOW6AwYMwNfXl/379vHT6rm0bvdctmukaVOITLrBjbh/iU+NLfHZDpoSqNGAnOdpXL9+nZkzZwIwa9YsHBwccjxXo0snXVfw3aGCpE6V5QGNQojSQQINIcqJshZoaDQaxo8fz6BBg0hLS6N79+4cPXqUBg0aZDt23LhxVKpUicuXLzNo0KAsuwNeXl40aNCAwMBAi36TGxUVxezZs3niiSd4+umnmT9/PgkJCfj6+jJp0iSuXLnCjh070Ov16PV6hg0bluUhOL+Ul19++cWQ8tKmDSNfedusYEOv15OQdpdn2jZnQfB8uvj3Y++BAwwcOJDOnTszcOBA9h08yFsfvc72oxtzDDIy0+oziEkJ5/rdi8SkRKLVWaajU0HpzKjRKI5AI6cJ4e+//z7p6em0a9eOPn365HpuQWZnZGbujkZZH9AohCgdVIr810SIcsHHx4fIyEhOnDhBs2bNSno5RRIdHc2AAQPYs2cPYJgAPmXKlDznY4wcOZLFixejUqno168f/v7+WQpig4ODcXJyKlJBrEajYdu2bfz8889s3brV9FDr4OBA3759GTp0KO3bt8fKygq1Ws2AAQPYunUrVlZWqFQqunTpwsKFC3F0dKRGjRq0bt2aTZs25flttFarpVfvXuzft489p7b/l+aUnaJAQtpdMv77Fv3M0SgS4jNQFAV1SgoZaWnYOTjg5OxMw6aV8KrsTEWnylhbWRfgJ6DCxd4NdwdPHGydCnBe0dy8GcOfxy7xfJuGeHnl/PnPnDlDkyZN8Pb2zjVlrKD2799PmzZtqFatGmFhYezZs4d27dphZWXFqVOnaNy4ca7n3oq/THoh6l2sVNbU9nw83+NiYmLw8vIiKCioQF3GgoKCGDhwIDExMQ/13BQhROkgXaeEKAe0Wi137twBSn+NxsmTJ+nTpw83b97ExcWF5cuX5/nNMRh2B5YsWYKfnx8///xztm94+/fvT2RkJMOHD6d79+5s2bKlQMHG+fPnWbJkCStWrCAqKsr0+tNPP83QoUN58cUXs7QOjYuLo0ePHhw8eBAHBwfWrVuHra2tKW2pUaNGBUp5WbRwEb6+vmz85TcGj3wlx+PUmmRTkJGcmEFCfAZgSDdydnHB2cXFdGzErWQqVXYkOT0BN8eCtLVVSE6PJzk9HgcbZ9wdK+FsV6HY5zRodcbUqdyPKY4djaZNm2JlZcXt27cJCwtj3LhxALzxxht5BhkaXUahggwwzNFQFCXfn2lRO5o97AMahRClgwQaQpQDd+7cQVEUrK2t8fLyKunlFNrKlSsZMWIEaWlpPProo2zatInHH8/72937C2Jze3A3FsT27t2bAQMGcOPGjTznCsTHx7N27VqWLFnC0aNHTa9XrlyZ1157jaFDh9KwYcNs54WHh9OlSxfOnTuHu7s7v/32G61atQLgxo0bzP0xkGkTP6dv374FTnlZvSSIQSNezvYQmqFNJyXjXqpO+K3k+y+RRVxsOqkpGnCGDG0adjY51xnkxVDHkYKNlR3ujp64OnhgpSrI7oj5NJr804ks3d4WwMXFhQYNGnD+/HlmzJjB2bNncXd3Z9q0aXmeV5gi8HsU9Ioe63x+li7/BY5lcUCjEKL0kBoNIcoBY2tbHx+fPNOLHlZarZZ33nmH1157jbS0NLp168bRo0fzDTLAsgWxer2eXbt28corr+Dj48OoUaM4evQoNjY29OrVi02bNhEWFsY333yTY5Bx6dIlWrZsyblz5/Dx8WHfvn2mIAMMXaG69OmIRqMp8BA/f39/rl6+Rnxc1odYnV5HYlocYMiS1WToiIrI/9v08LAUABLTE9AXIcPWUMcR8V8dRwQaXUahr5Ubne6/Gg2rB1sMDvcKwpcsWQLA1KlTqVSpUp7nJGcUrj7DyJzie09PT+rXr09wcHCBrl0aBjQKIUqP0vfEIYQosNLc2jY6OprOnTszZ84cAD799FM2b95s1hRjSxXEXrt2jcmTJ1O7dm06duzI6tWrSUtLo2HDhnzzzTeEhYWxadMmevXqZfrm/H6nTp2iVatWXL9+nbp163Lw4EGeeOKJLMeoM5JNqVeFTXlJSU7J9PkhMS0OPfceTCNvq9Hr8w8c7txWo9Pp0Sta1BlJBVpLTvSKjvjUGG7E/Utk4k3SNOoiX9PInB2N4go0jAXhqampNGjQgFGjRuV5vCFtqmif3ZxAQ6VSMWrUKIKDg3PsaJYT44DG0aNHF3u6mxCifJBAQ4hyoLR2nDp58iQtWrRg9+7duLi4EBwczGeffWb2rkxsbCwXL17E39+/QPf19/fn4sWLzJ8/n/bt21O7dm2mTZvGjRs3cHNz48033+To0aOcO3eO9957jypVquR5vT179tC2bVuioqJo2rQpBw4coFatWtmOS06PNwUKhU15yTzELyUjAY0+3fR7RVGICMs7bcpIq9UT/d/Oh1qTjFZnqQd0heSMBMISrhAWf4Xk9IQidzjS6UqmvS2QZfdi9uzZuQaaRkVLmzLQmdnidvDgwTg5OfH66+YNaBwxYgROTk4MGjSoyGsUQgiQQEOIcqE0TgVftWoVLVu25ObNmzz66KP8+eef9O3bt0DXKGpB7FtvvcXu3btRqVSmnYyIiAjmz5/PU089Zda3vhs3bqRLly4kJSXx/PPPs3v37hwDE72iIyUjCXWKOt8hfjlZt24dNWvXwN3DDYA0TSpqTdag4m50Gmmp5s9huFfLYRjWZ2lpWjWRSTe5EXeR+NQYsx+g76c1trfN45jMgYalmi0qisKiRYtMv8+ptfL9UoqYNgXmTwd3d3fnp5+WsH37dnr27Jn3gMZevQgJCWHdunVm7RYKIYQ5pBhciHKgNKVOabVaJkyYwLfffgvACy+8wKpVqwr18FPUglhfX1+GDx/O4MGD8fX1LfD9Fy1axBtvvIFer6dPnz6sXr061wFuKelJKOi5ExGFVqtlw4YNREZGmpXyFRERwcaNG6leoxoZGRqsba1ISs/+mfMrAr9fcpKGxPh0XN3t0ejTSdWocSyGtrVavYaYlAhi1Xdwta+Iu6MnttZ25p9fgIF9YNgBya9exxy///47O3fuNP3+2LFj1KhRI/d16jSkFTFtCgydp8wReSeeJ5801AqFhITg6+tL3759s7R2Xr9+PRs2bABg3rx5dO7cucjrE0III9nREKIcKC2pUzExMfj5+ZmCjE8++cTseoycFLYgdv369fj6+nL16lUmTpxY4CBDURS+/PJLRowYgV6v5/XXXycoKCjXIAMw7RhE3Da0Ibaysso2xC8nWq2W4cOHA3Dj6k0+HDuR+JQYFLJ+a69O0RAXm57TJfIUcetezUdyeiJ6vXkPuYWhKHoS0u7VcaRqUvI/iYIHGpZIn8rIyOCdd94B4MknnwSyDu7LSXJG0dOmAHT6/Nd/JyoBN1cnPv98Onq9nk6dOjFr1izOnDmTZUDj2bNnadCgATqdjiVLlhTrn68QovyRQEOIcqA0BBqnTp2iRYsW/PHHHzg7OxMcHMz06dOxti58S9TCFsRu3LiR9957r1D31uv1BAQE8NFHHwHw4YcfsnDhwjy/QdfptaY0p8gIQ6DR9KnG5qe87NjBuA9GY2Njw5YN25j71U/Zjg2/ad5D+/2iI9VkpBse5BV0FntYzpuhjuN2wlVuxV8hKT0+z3Qnjdb89rZgmUDj+++/59KlS1SuXJnXX38dgOPHj+d5TmGngd8vv9SpmJhEHOxtuX79CqtWrQLgiy++YOzYsVy4cIGYmBiuXbtGTEwMFy5cYNu2bVSoUIEjR44wf/58i6xRCCFAAg0hyoWHvUZj9erVtGzZkhs3blC3bt1C1WPkpqAFscOGDcPe3r5QBbEajYahQ4cye/ZsAGbNmsWMGTPyH66WkYix/WxkuCHQqN+gHoqimFJeBg4cSFBQEKGhoQQFBTFgoGG43+49exg1/kNaPt+NSV9/CMCqH9ezftnme59Lo+dOeOECDb0Cd8LvpfukadVkFEOL2tyka9XcSbrFjbiLxKmjc6zjMNZo5FWkkTloNM6VKaw7d+6YZmXMmDGDNm3aAIZAI7cdAa1eQ5q2cH8G98srdSohQY1Or+Dm5sTUqVNRFIU+ffrQrFkzwBB8e3p6UrNmTTw9PVGpVFSvXp0ZM2YA8NFHHxEWFmaRdQohhAQaQpRxqampppqDh61GQ6vV8t577/HKK6+QmppK165dOXbsWI4zKApKp9MREhLCG2+8gVqtZtu2bfnuDvTs2ZOQkBDUajXr168v0P3UajV9+vRh+fLlWFtbs2zZMt59912zzk3OVGhtDDRu3TA87KlUMGHyOxw/eSxLysuJk8cZOGgon30zjwaNnuR2WDw+tR5j+DuvATBn6gL2hhwEICpCjU5X+AfriFvJWR7Mk9LisFA9tdm0eg2x6kiux/1DdHI4Gt29NLC8Uqfi4+MJDAzMMqm7bt26NGjQgMDAQOLj4wu8lk8//ZTExESaN2/OkCFDaNiwIQ4ODiQmJnLp0qUcz7HUbgaALpcdDbU6nbj4FKpUduPcuXP88ssvAEyZMiXfa44aNYpnn32WpKQkxowZY7GCeSFE+aZS5L8mQpRpV69epU6dOjg6OpKSkvLQ9MePiYnhxRdfZNeuXQB8/PHHTJs2rUipUgCXL19myZIlLF++PMs3s7Vq1eL27dvodDr69u1Lv379shTEbty4EScnJ55++mlTge/UqVOZOHFivj+zuLg4evTowcGDB3FwcGDdunV0797drPVq9Rqu3/3H9Pun67ch7m48jk6OpKpTcXZ24vT1IyiKQnxcAinJKTi7OOPu4UZ4WCLnz0aiVxTUmiT0ih4PT3t+X7+GzWu3YWdvx3erZpCeVhF1StHShRo28cSzsqPp9852rjjblez0aGc7V9wdK7Fj+99kZGjp0rkJFSrcW2NISAgDBgxArVbj7++fpQg6ODiY4OBgnJycCAoKws/Pz6x7GlsuK4rCgQMHaNmyJQDPPfcchw8fZuXKlbzyyivZzguLv2qxHQ0n2wpUdauZ5TWNRsuVq3d4rL7hywR/f382bNhA//79CQoKMuu6f/31F82aNUOj0RAcHGyxXUUhRPklOxpClHGZ06YeliDj9OnTtGjRgl27duHs7Mz69ev5/PPPCx1kJCcns2TJEtq0acOjjz7KF198QVhYGB4eHowZM4aTJ09y9epVnnzySXQ6HQcOHMiyOxASEsKsWbO4efMmO3bs4OOPPwZg8uTJvPnmm3mmXIWHh9O2bVsOHjyIu7s7oaGhZgcZkHWuQqo6lbi78aZfA2RoNIDh23qPiu5U962GR0V3VCoV3lUrYGdvQ5pWbUqniYtNx6/3AJ5r9zQZ6Rm8//pkblwpeipMRFjWh2R1RpJZRcnFKSUjkdsJV4lKjCBNk3XaeUhICN27d6d169bcunWLtWvX0r9/fzp27Ej//v1Zu3Ytt27donXr1nTv3p2QkJB876coCuPGjUNRFF566SVTkAH3BvflVBBuybQpyF6jodPp+ediOI/W9QEM9U4bNmxApVKZtZth1KhRIz744AMAxowZU6jdHiGEyEwCDSHKuIette2aNWt47rnnuHHjBnXq1OHIkSMFHqgHhoe+/fv3M2zYMLy9vRk2bBj79+/HysqKLl26EBQUREREBN9//z1NmzYlNjaWEydOAHDkyBFiYmL4/fffAUNtxRtvvIGbmxsqlYrPP/+cuXPnolKp+Omnn/D390etzt6W9NKlS7Rs2ZJz587h4+PDvn37aNWqVYE+R1KmQONORFS29zUZmlwDHWtrK7yq2aHVa7K8npigpf+Q4TRoXI+khGSWfDeHpISiFXHfjUkjVX1vHQpKlrWXFJ1Oj0abQVL6XW7GXyJOHU3s3RgGDBiAn58fmzZtyrVFsLe3N5s2bcLPz48BAwbk+2AdFBTEgQMHcHR05KuvvsryXosWLYCcA40UC6ZNQfbUqb8vhFG3jjfW1ob/S588eTIAL730Eo8//niBrv3JJ59Qr149IiIiTA0NhBCisCTQEKKMe1g6Tmm1WgICAnj55ZdJTU2lS5cuHDt2jEaNGhXoOmFhYXzxxRfUr1+fNm3asGTJElJSUqhbty5ffPEFN2/eZNu2bfTv3x97e3vTeTt27ECv19OoUSN8fX3x9PSkS5cu+Pj4kJqayoEDB7Lc56233mLdunXY29uzefNmOnbsSGxsrOn9U6dO0apVK65fv07dunU5ePAgTzzxRIE+i0aXTnqmuQrGjlMA9R+vZ/q1cXfjfhnaNNy9wdo6+05VWpqKl0aOpqKXF3GxsSyd+x3paWkFWt/9Iu6bw5GhS8u2k/Cg6XT3CqP1aIlVRzJn/jeo1WoWLVqU77wMGxsbFi5ciFqtZvny5bkep1aref/99wFDJ7FHHnkky/vGHY1Tp05lCwwt3alLn6kg/sI/YTxS3RNHR8PckaNHj/Lbb79hZWVlCjgKwsHBgZ9+MnQtW7BgQbZ/L4QQoiAk0BCijHsYAo3Y2Fi6dOnCrFmzAENnmy1btpg9sTs9PZ2goCC6du1KjRo1+OSTT7h06RLOzs6mnYx///2Xjz76KNedm23btgHQtWtX02sqlco0oCyn1Bl/f39CQ0Nxd3fn8OHDtGrVihs3brBnzx7atm1LVFQUTZs25cCBA9SqVatAPxMg247A5YtXTL8e/+FbpodkdQ6Bhk6vIyEtHltbK6pUdc7x+ol3rejSZzhOLi6E37zJqh8XoNMVPt3pTrg6y4M9GFK/SnL2gk6btcxQURRWLw3C39/frGGHAD4+PvTt25d58+blWgQ9c+ZMbt26ha+vLwEBAdner1evHhUqVCA1NZW///7b9LpWryVVU/QhfZkZU6euXruDq6sT7u73/vyNwcVrr71GvXr1cjw/P23btjW17B05ciTp6QWfvyKEECCBhhBlXkm3tj1z5kyWeox169bxxRdf5FuPoSgKJ0+e5O2338bHx4eBAweyfft29Hq9aScjMjKSxYsX06pVqzzrT/R6Pdu3bwcMk8YzMxYB55aj37p1aw4cOED16tX5559/aNq0KZ07dyYpKYnnn3+e3bt3U6VKlYL8SEyS7ws0tmw0rNGjojsdujyPo5OhsFmdkvVBVVEgIe0uCoYHzmo1XLj/4yt6hYT4dBwcPejSexi2trZc+vs8G1euLHRHIY1GT3Rk1qBHj46UjKRCXc8STK1tMXS3jbsbz9XL1wqcjufv78/Fixe5e/dutvdu3rxpSpWaOXMmTk7Zp6NbWVnRvHlzIOs8DUPalGV7rigo3A6PRaPRUa1qRdPrhw4dYvv27VhbWzNp0qQi3WPmzJlUqVKFCxcu8OWXXxZ1yUKIckoCDSHKuJKs0Vi7di3PPvss169fN9Vj9OvXL89zYmJiCAwMpEmTJjRv3py5c+cSFxdH9erVTTsZe/fuZciQIbi4uJi1jhMnThAdHU2FChWyFPACdOrUCZVKxdmzZ3NtfduwYUMOHz5MtWrViIuLQ6PR0KpVK7Zt24abm5t5P4z7pGvTyNDdS2WKiozm9PGzALRs+ywqlQonZ2OgkfXhPjk9Aa3+3iwLRycbPL0csxyTlJhhamnr7lmdjj0GoVKpOHHoIDt/20xhhd+XPgWQqk1G8wBna2SWeYdFpVKZgjJzd8uMjMcnJWUPmj744ANSU1Np3bo1/fv3z/UaORWEF8eAw4T4NG5HxFK/XtYvD4zBxdChQ6ldu3aR7uHh4UFgYCBgGPZ34cKFIl1PCFE+SaAhRBlXEqlTWq2W999/n5deeonU1FT8/PzyrMfQarVs3bqVfv36UbVqVcaPH8/Zs2ext7c37WRcv36d6dOnU7du3QKvx1j03alTpywTogEqVapk+iZ6x44dOZ6vKAorV6407Q4B/Pnnn2zatKnAazHKPDsDYEHgYnQ6ww7FU88Z1uOUw45GmiaVVG32h/3qNbO2mo2/mzXdxeeR+rTqaGhX+sfWLRzdv69w607UkBifPahISkt44LM1IOuOBipwcjbsNhhnx5jLeHyFCll/jvv372ft2rWoVCoCAwPz3Dm7P9DQ6bWkaizXbQogVa3h2uVYnmhUPcvre/fuZdeuXdja2vLpp59a5F4DBgygW7duZGRkMHLkyBJNkRNClE4SaAhRhimK8sBTp2JjY+natSvffPMNYKjH2Lp1a47fMF+8eJEPP/wQX19funfvTnBwMBqNxrSTER4eztq1a/Hz8yvSfI2c6jMyM6ZPGdOrMtPr9QQEBJg68AQEBODv749Go+Gll17i22+/LdSaMtdnRNyOZO3ydabf+1Q11BYYH5qNxeBanZak9JwfoF3d7XB1t/vveC3padmHuj36+DM0/V8HAH5dvYp/zp0t1NojwrIHOlolg1RN9teLmy5z6pTKkHZWu24tgoODC3Sd4OBg6tevT8WK91KRdDod48aNA2D48OE0bdo0z2sYO0+dPXuW9PT0LBPfLSEjQ8vff92hQaMqYHXvuoqimHYzhg8fTo0aNSxyP5VKxbx583B2dubAgQMsWrTIItcVQpQfEmgIUYYlJiaa2rI+iEDjzJkzPPXUU+zcudM0CO3+eozExEQWLVrEc889x2OPPcZXX31FREQElSpV4p133uHs2bMcP36ct956K8tDX2FFR0dz9OhRIP9AIzQ01LSrAIa2t0OGDGH27NkAzJo1i5kzZ/LLL78wZswYAN59910CAgIK9G1vmkadJfVp3rcL0WRoTMXfPtUMgYaxRiMlxTAnIyEtFiWPB9fqNQzfxifczb14t8nTnanXsAV6vZ7VP/3IrevXzF63UXRkKpqM7IFMSkYiOn3OU6uLi/a+4nSVSsVLQ/oTHBxMZGSkWdeIiIhgw4YNjB49OsuOxdKlSzl16hSurq5Mnz493+vUrFkTT09PNBoNZ8+ezVaDUxQ6nZ5zpyN59LFK2DvYZJmlsWvXLvbt24e9vb1pBoyl+Pr68vnnnwMwYcKEXNMLhRAiJxJoCFGGGdOm3N3dcyxgLQhFUYiJieH69evExMRkKyg21mNcu3aN2rVrc+TIEVM+u16vZ8+ePQwaNAhvb29GjBjB4cOHsba2pkePHmzYsIHbt28ze/bsAreIzc+OHTtQFIXGjRvnWqfyv//9jwoVKhAbG8vJkycBQzvTPn36sGLFCqytrVm2bBnvvvsuANbW1nz33XfMmDEDMAQgr732GhkZ5tUpJGVKm7p1I4z1qzYCmNqielc1FJc7Z9rRSEqLR6fk3THKs7IDtrZWJCflvg6VSsVz7fypVqMemowMls39ntjo7PM78qLXK0Tezt5JSUGx6MO1ObLsaGAIEvq+2BMnJ0eGDx+e57BFMPzMR4wYgZOTE4MGDTK9npCQkGVwY+XKlfNdi0qlMu1q/Hn0iMXSphRF4fzZSB7xdcPV1QHAFNBl3s144403qF69eq7XKawxY8bw1FNPkZCQwNixYy1+fSFE2SWBhhBlmCXSpuLj4wkMDKRBgwZ4eXlRq1YtvLy8aNCgAYGBgcTGxjJhwoRs9RhPPPEEN27cYNq0adStW5d27dqxYsUKUlNTadCgAV9//TVhYWFs3ryZPn36YGdnZ6mPnYWxPuP+blOZ2dra0qGDIaUoJCSEuLg4OnfuzNatW3FwcGDTpk1ZHkLB8FD54YcfsmzZMmxsbFi9ejXdunUjMTHv4WyKopCcaYDbD7N+QqvV0vwZQ1qOg6MDbu6uwL0djfjEeNJ1+c+rUKlU2NpZ5VsrYWVtTfsXXsXTqyopSUks+S6Q5ByKoPMSEZacY/eqdF0q6dqizesoiCztdlVgpbLmsUcaExS0jpCQEHr37p3rt/ARERH07t2bkJAQ1q1bh7u7u+m96dOnExUVRb169Uy7V+Yw1mn8efQIlkqb+vefaFwq2FPZ+179iHFHY/v27Rw+fBhHR8diG7BnbW3NwoULsba2Zv369WzeXPhmAkKI8kUCDSHKsKIWgoeEhFCjRg0CAgJo0qQJQUFBhIaGEhQURJMmTQgICKBq1arMnDkTMAwyW79+PSEhIXTq1IlatWoxefJkrl27hqurKyNHjuTw4cOcP3+e999/3+w5B4Wl0+lMbWtzS5syMqZPbd68mbZt23Lw4EHc3d0JDQ2le/fuuZ43aNAgfvvtN5ydndm5cydt27bNM2UnVZOCTjFM8r5+5Qabgn4DoIe/IRDy9qliSt8x1mgkJMab8WkNOw0ZGfocB/jdz9bOgU69huHi6kFsVBTLf/iejAzz5yWkpeqIi8k5oEhKj0f/gCrDjZ21AOxtHHjEvQ5OdhXw8/Njy5Yt7N+/H19fXwYOHJjl7+/AgQPx9fVl//79bN261TRPBeDff/81dVz69ttvCxQEGwON48dPWOTz3bgWR3qajtp1PbO8rlf0WXYzRo8eXaz/Pj355JOm+SGjR4/ON6AWQgiAvEemCiFKtaK0tg0JCaF79+74+fmxaNGibA8x/fv3JzIykmHDhrF9+3YGDx5MfHw81atXJyHhXvpM+/btGTp0KH379i1y+lZBHTt2jNjYWNzc3Hj22WfzPNYYaBg7Bvn4+LB9+3YaN26c7326dOnCnj176NatG6dPn+bZZ59l+/bt1K9fP9uxmVOL5s76EZ1Ox/Od2uBSwdCq16favZkcjk6GNBljnU1+YqNS0Wr0uHnYczeXICAzJ2dXOvcaxtagedy6do21ixbyyhujzC68D7+VQsX72uqC4dt2dUYSLvauZl2nKLQaw46GnY0j1d1rY2t9Lyjw8/Pjxo0bLF++nHnz5hEUFGR679F6dZk1axaDBw/O1qL4vffeQ6PR0LVr1zx3wnJiTJ36959LqFPUpmCxMKIik4iMSKLFM9nToXR6HVu2bOH48eM4OzvzwQcfFPo+5po8eTLr16/nypUrfPLJJ3z//ffFfk8hROkmOxpClGGF3dGIj49nwIAB+Pn5sWnTply/KfX29mbz5s106dKF5cuXs2DBAhISEqhRowaTJ0/m6tWr7Nq1i1dfffWBBxlwr9tUTm1t7xcfH296wPbx8eHgwYNmBRlGLVq04NChQ9SpU4fr16/TsmVLjhw5kuUYRVFMcxUu/3uVzeu3AjD+g9FEht8BDDsahmPB2t6wM5GqNi8V6fZNQ9cnNw/7bAP8cuNesQodegzB2tqGC2fO8NvaNWYP9Lsbk0aqOucaCLUmGY1OY94iikCn0+Nk54qbQ0WsVNkDJHd3d8aOHcuFCxc4dfkIu09s4+jFfYQe3srYsWOzBRnbt29ny5Yt2NjYFKqjWNWqVfHx8UGv1/P3uX8K/bni41L5958YmjSrirV19v+r1uo0pt2Mt99+Gy8vr0Lfy1yOjo4sWLAAgB9++IHDhw8X+z2FEKWbBBpClGGFrdFYtmwZarWaRYsWmToh5cbGxobFixejUqlo3rw5u3bt4urVq0yZMoVatWoVeu2WYE59BsCePXto27atqeNUx44dC7X2OnXqcOjQIVq0aEFsbCzt27dny5YtpvfVmiRTbv33X89HURQ6vdCehk8+TuRtQ7qVsRA8JSMROwdDcJRmRqCRnJhhmm9hY2tFBTfz0328q9Wird9LgIo/9+1l7/ZtZp8bGZZbwbNCcnp8sc7WsFJZ42rnhbOdoXbByir36EqlUlHBzYXqvtXwqOiORp9Ohi5rqphGo+Gdd94BYOzYsTnuSJmjcVPDvJhzp88X6vyUlAzOnoqgcTMf7B1y/vfv99+2cfr0aSpUqGBKaXoQOnbsyODBg1EUhZEjR5rdAEEIUT5JoCFEGVaY1ClFUZg/fz7+/v5m53z7+Pjg7+9PcnIy7dq1w8qq5P/TcufOHY4fPw4YUptys3HjRvz8/EhKSjJ1vNq/f7/Z3+rfr3LlyuzevZsuXbqQmppKr169TPMHjLMz/jn/L7//aqgdGTthNACREYYdjSpVq5CuTUOtScLROBlcnX8h+P0Tu909HQq07pqPPsEzbXsAELJpIyePmPdtdeTtlKwF2Zlo9BmkWXhgnZGttT3V3epgqzLvc+r0WhSyrjMlPWudwbx58/jnn3/w8vJi4sSJhVqXTq+jQWNDgFKYQCMjQ8upY7d57HEvU4ep++n1emZ+YWi5PH78eDw9PXM8rrjMmjWLSpUq8ddff5nqs4QQIicl/zQghCg2hUmdio2N5eLFi/j7+xfoXv7+/ly8eJG7d+8W6LziYiwCb9q0KT4+Pjkes2jRIvr160dGRgZ9+vThjz/+wM7OjuvXr3Pp0qVC39vFxYXNmzczePBg9Ho9I0aMYOrUqSSnGQKN776eB8ALvfx4rGE9AFPqVGVvLxLTDEP5HB3tAUhT512krcnQERWRNRixt7fGySXvdLH7NWzSikbN2gAQvGwpl/7+O99zNBo9MXdyD4SSMxLRWXiitJOdK9Xd6mBnY48mU/vavKZ2a/XZU7xSMu4FGtHR0UyePBmAzz//PEsHqoJIyUikcdOGAJw7VbBAQ6fTc+rYbao94pqlw9T9tv26g4sX/sXNzc3UcvlB8vT0ZM6cOQB89tln/Pvvvw98DUKI0kECDSHKKL1eX6hAIznZ8M14TpO882I8PqmAbVKLS15pU4qi8OWXXzJixAj0ej2vv/46QUFBVKpUiVatWgH3ApXCsrW1ZcmSJaZZDFOmTOHTgKmcOXGW0N//wMrKircnjDIdbww0KlRyNH3zbtzRSM1nRyPythq9PvsOjEdF+wKv+6lWL1Cr3pPo9XpWLphP+K2b+Z4TcSv3XQsFPSkZlput4eFYGZ8KvlhbGeoxsk4GzyvQyJ7ik6ZVo9Ub6kgmTZpEQkICTZo0YdiwYYVeX3JGIo2aGAKN61dvkJhgXncmRVE4dyoCJ2c7atXJfYdCp9Px3cz5gKFovbABUVG9/PLL+Pn5kZ6ezhtvvFHoHUAhRNkmgYYQZVRMTAxarRaVSlWgtpcuLobuR3FxcQW6n/H4ChVy/yb2QdFqtezYsQPI3tZWr9cTEBBgmjnw4YcfsnDhQlMtirH7VFEDDTA8+H7++efMnTsXlUrFL8vX88ZrhoFnPfxfoG692gBkZGiIiY4FoGKVe8XJxjkaeRWDK4pCxH1pU0ZOLrbYO5jXQeremq1o02kg3tVqk5GexpLAQOJiY/M8JzEhg6SE3HP107RqMrTmt87NbV3eFWrg6VwlS0Ch0Zo3iVybS2F6SnoSZ86c4aeffgIgMDDQ7K5b99PpdaRmJOFR0Z3qNQzpin+dyX9XCOCfv6NIT9fy+BNV8jxuy4ZtXL10DXcPN8aNG1eodVqCSqVi/vz5ODk5sWfPHpYsWVJiaxFCPLwk0BCijDLuZlSuXDnfjkuZeXp6Ur9+fYKDgwt0v+DgYOrXr0/FihULdF5x+PPPP4mLi8PDw4NnnnnG9LpGo2HIkCHMnm3Ib581axYzZszI8uBqDDR2795NenrRHo6N3hz1Jt//PBsbWxtiow2pZYNGvGx6/85/9Rl2dra4edxrCevoZNiRyCvQuBudRlpa7g/b7hULVqsBYG1jQ4ceg3H3rEJyUiKL58xBnZJ3rUVEWM7BjlFRZmvYWNnxiFudHNvlav/b0chrNwNAo8850EhOT2D8+PHo9XoGDBhAmzZtCrVGAHVGEsp/Q/oaN/mvINyM9KnrV+8SfSeFJs2r5dhhykir1fL9TEPXp+FvDSnxoL5WrVpMmzYNgICAAO7cuVOi6xFCPHwk0BCijCpsa1uVSsWoUaMIDg4mIiKCmJgYrl+/TkxMTK7pEREREWzYsIHRo0fn+8D3IBjb2nbu3Nm0U6FWq+nTpw8rVqzA2tqaZcuW5Zjf3rhxY7y9vVGr1Rw8eNAi60nJSMSvewcaNLzXxej9tz7h9i3Dn1FYmOGfXj6Vsvz8jDsaeXWdCr+Z9wN+BTdbbGwK/p96e3tHOvd6HScXN2KjIlny3fdoNLm3q42KSEWjyb0WQ6doSdUUPK3OybYCj7jXwc4m54BJ+9+ORn5/7XS5BBobN25iz549ODg48PXXXxd4fZklZ0oRa9TkcSD/gvDIiCSuXIqlSYuquXaYMtoUtIUb125SsZIHr77+kqmDWUkaN24czZo1Iy4ujvHjx5f0coQQDxkJNIQoowrb2hagR88eWFtb89hjj+Hl5UWtWrXw8vKiQYMGBAYGEh8fbzpWq9UyfMRwnJwcee211yy1/CK5vz4jLi6Ozp07s3XrVhwcHNi0aRODBg3K8VyVSmWaEm2J9CkwfJt/7PAJzp0+j7W1NZUqV+LqpWsM6Poaf5+7wPUbVwCo7F0py3n3BvblXKOhTtEQdzfvXReVSoV7IWo1AFwquNO51zBs7RwIu36FVQsWos+lsFuvV7hzO+9dj5SM5ByLsnPj7uiFj2sNrK1yfgBXFCVToJHPjkYOqVNpqWl8NeUbACZMmECNGjXMXtv9jEMKjcxpcRt3V81fpyN44knvXDtMGWVkaPhhlmE3Y+Tbw3B2cUL3EAQaNjY2LFy4ECsrK9auXWv6d08IIUACDSHKrMJOBf9921aaNGmCTqfDz8+PoKAgQkNDCQoKokmTJgQEBFCjRg1CQkKIiIigV+9e7AjZwZxFM0lRxaHRlWxf/YiICE6dOgUY0qDCw8Np27YtBw8exN3dndDQULp3757nNSxZp6HVa1FnJDPnyx8A6P9qXzaErqZeg7pE3Ynm5V7DOH74NACVfbIOXTMWg+e2oxF+07zWsa4e9nnOmMhLxUo+dOg+CCsray7+dYoNy9fkemxEWEo+RcEKSenx+d5ThRXeFXyp5Oydd4F35kLwfK6pzWFH4+f5ywm7GU7Vaj5MmDAh33XlJSVT2hTA440boFKpCA+LIDY6e41LSnI6p46HU6eeZ54dpow2rP2VsJvheFWuxMtDBgCg15d8oAHQrFkz0/yRUaNGmRpKCCGEBBpClFGFSZ3a+vsWevXsTevWrbl16xZBQUH079+fjh070r9/f9auXcutW7do1aoVL7zwAtWrV2f37t38tHourds9R5o2hVvxl0lOt1yXoYLavn07YJjUnZiYSMuWLTl37hw+Pj7s3bvX1FUqL506dUKlUnHmzBkiIyOLtJ7k9AQO7z/C0UPHsbWzZfQ7I/Cp6s2a35bS/H9NSElK4bcgw5q9fLLuaDgY29umpmfbSdBq9NwJNy/QsLZW4epu/gC/+1V9pC6tOxkebk8c3kPIxpy/tU5Va4mLzacVry6dNE3uXbRsrOyo7l4HF3u3XI8x0ppZCK4oSrZAIzLiDgsCDfNN3p/0jilNrbDu/ztfoYILterWBODc6awF4elpWk4cvY1XZec8O0yZjk/PYN5sQ7H6G+NeN631YUidMpo6dSo1a9bk5s2bhZ5BIoQoeyTQEKKMKmjq1J2YCF568SU6+3Xm102/5tqpytvbm19//dX0rX9l70o81+ZewbVe0RGZdJOopNvoFcvOTzCHsT6jadOmtGrViuvXr1O3bl0OHjxI48aNzbqGl5cXzZo1AzB1ryqspLQ4027Gi4P641PN8HN1cHFg5tJpPN+lJcp/rWlvXb2d5Vwn53sPv2mpWR/goyLU6HTmF1e7ezrk+61/Xuo81pQWLQ2paHu2b2R/6MEcdy9y64CVWXJ6Qo4pWI62LjziXgf7XOox7pcl0Mhj50OnaIGsa/3ms0BS1Wk0f7op3fr4kVqEwYJ6RY86I/vnNs3TOP1XpjXrOXn8Nvb21vl2mDJat3IDEbcjqeJTmRcH9TO9/jCkThk5OzuzYIEhteu7777j2LFjJbwiIcTDQAINIcqogqROpWpSmPvTd6SmprF40WJTAXVubGxsWLx4MSqVihtXb5mmXGeWmH6XW3GXSdPmP9XaUjK3tV21ahVRUVE0bdqUAwcOUKtWrQJdyxLpUxpdBqE7Qjl17Az2Dva8Oe51AHR6PYmpd7G3t2Xa3I/w8HQHYG/IQeZ+fq8Ows7ezpQ6dP8sjfsngefH1tYKF9fC72oAPNG8LQ2efA6A7RtXcPLwuWzBRmx0Gmmpeddh6NGRnJF1voS7YyWqutbMtR4jJ5kDjbxKNO5vbXvq2Bl+XbcFlUrFp198gEqlyjK8r6AM3aayB05P/Nd56ux/naf0eoWzp8LRZOho0iLvDlNGaalpzP92IQCj3hmBvcO9epvc6mVKip+fH6+88oppSGVezQOEEOWDBBpClFHmpk6lpCdyO/4qq5f8gr+/v9kzN3x8fOjbty82NjZ899U8tNrsD5cafTph8VeIU0c/kIFehw8fJiHBkMKiVqtp27Ytu3fvpkoV8745zswYaOzYsaPQD3RJafGm3YxXhw2ksrcXimIIwvQYHpKtra1RZaqfWLNoA9PenYkmQ4NKpcLR2fDtfuYWt3ExaahTzC+qNnL3LFxRuJFKpeKZNj2pUacRep2OzWsX8ffpK9n+bCPC8t8dSNOmkKHLQIWKKi6PUMnZp8Ady7RmD+u798Cr1+uZ/slXAPi/1JtGTxq6Q6WkJxb672huqYJP/De476/T51EUhX/OR3E3NtXQYcrevIBqzbJ1RN2Jpmp1H/q93CfLew9T6pTR7NmzqVixImfOnOHbb78t6eUIIUqYBBpClEEajYaoqCgg70AjMS2OiKSb3L0bx9XL1/D39y/Qffr164dWq+X61Zv8um5rLkcpxKojCU+8nmNBriXNmDHD9OvevXuzfft23Nzyz/XPybPPPkuFChWIiYkxFZcX1MZfN3Du9HmcnBwZMWYoYGh1q9HdS4PSarTExcQD8M6UUVjbWBP66x4Chk0mJSkFR8f/Ao2Ue4FGQXczjBwcbXB0Mn/HICdWVla07fISlX1qkJGeysaVP3L5QniWh/TIsBT0ZqR1qTOSqOZWmwoO7oVaS9YdDfMCjU1Bv3H21F84uzjz7sdvm17XKVrStOoCr0Gv6EnJyLltb4NG9bG2tiYmOpY/D/1D2M14GjfJv8OUkTpFzY/fLQbgrXdHYm+fdUfqYUqdMqpcubJpTs3kyZO5cuVKCa9ICFGSJNAQogyKjIxEURRsbW2pVKlSjsfEqaOJSg4DFNQphgcsDw+PAt0n8/FzZy3IM1UiVZPMzbjLRUpRyY2iKHz55Zem+oy2bduybt06HBwKPqzOyNbWlvbt2wOFS59Ky0jlmy/mAPDa8Jfx9PIkXZOG+r5ZEjFRdw1/VnY29H2tOzMXTcXRyYHjB0/x1osTsPvv4dKYOpWWqiU2Ove5Gvlx9yz8z8TIxsaWjj2G4OpeiZTkeDau+pEbl2PQ/1drotHoib6T90O7rZU9rvbuRaqNyBJo5HXcf4FGcnIK33wWCMBb743Eq0rWfzdyCxjyklvaFICDowOPPlYXgH27jvHoY5XM6jBltGrJL8RG3+WRmtXp82LPbO8/jDsaAIMGDaJDhw6kpaXx5ptvPpDdTCHEw0kCDSHKIGPalI+PD1ZW2f81j0mJJFZ9r5uSk7MTYJg3URDG4z083Qm7cZvgNb/mebxe0RKReIPo5HCLFYrr9XoCAgL46KOPTK8FBQXlW2diDmP6lLGTVUGsCVrFP+cv4uzizOtvDUan15KYnv3nGxURDYBXlUpYWVnxTNvmfL/mKzw83bn091Wi7xhaoxpTpyJuFf7BHMDZxQY7O+siXQPAwdEZv97DcXRyIS4mgs2//EzYjQRTsJFX+pSjrQvujp5YWVlzVx1V6JbIGjOLwY01Ggu+XUR0VAw1avkyaMQr2Y4rTLe0+2tN7lf/ccOQxtjoW2Z1mDJdNzmFhd8vAWDMe29ga2ub7ZiHpb3t/VQqFQsWLMDBwYGdO3eyYsWKkl6SEKKESKAhRBmUW32GoihEJd0mPjU6y+seFd2pXbcWwcHBBbrPunXrsLGxwdnZGYDvZ84nPS3v9qYACWmxhMVfIV1b+G/mwZAiNmTIEFOqBsAzzzxD5cqVi3RdI2OgcfjwYRITzd+J0el0zJhuqAMY+uaruHm4kZAal+M331GRMQB4ZRrW16BxPRYEz6JaDR+0GkMtxsW/LqPT6YnMZyheflQqVZFrNYwquFWkU89h2NjaEXHrMjs2reH2zST0eoXE+AySE+8PIFRUsHengr2bKdVJQU90cnih7p+5RiMvGr2GG9du8fOC5QB89FlAtjQkAK0+g4wC/J00pE3l/vciKTEdF1cfACLDr5t9XYAVC1cTdzeeWnVq0LNftxyPeRhTp4zq1q3L5MmTAXj33XeJjo7O5wwhRFkkgYYQZVBOrW31ip7IpJskpt/NdrxKpeKlIf0JDg42e25EREQEGzduRKvVEnbTcL+oyGgGdhvM/j8OotPl/RCUoUsjLP4y8anZh5mZQ61W06dPH1asWIG1tTUtWrQAoGvXroW6Xk5q165N3bp10Wq1/PHHH2aft3L1Ci5dvIyrWwWGvvkayekJaJWcv7WPjjAEGpXvm6FRvUZVflw/G2cXw27T4jkr2Ra8H42m6DtBFdzssLYuSrPbeypVqU77F15DpbLiyj8nORC6hfCbyeh0CuGZdl+sVNZ4OFbC0dY52zXUmiSS0wueUmd21ym9hq+mzEKToaHV88/RvnPbXI/Nb4ciM3VGMkouO3NpqRpOHgujTt16APx15m+zU4iSEpNYPG8ZAGPefzPX3bmHdUfD6L333qNx48bExsby7rvvlvRyhBAlQAINIcqg+1vb6vQ6IhKv5/nta98Xe+Lo6MDrw1/PsYNUZlqtltdff9304OTk7EgFVxcAzp/9m2EDR9G2iR9fT/uWSxdzLwZVUIhJCSc84To6vfldlOLi4ujcuTNbt27FwcGBdevWcfHiRQBeeOEFs69jjoK2udVqtXz22WcAvD56MLZONqRpc9+FMO5o3B9oAHhUcqfp/wyzP7QaLV9++BXHDuwv0PpzYmWlwq2iZXY1AKrXrE/LDoZGAmeP7+bk4X2E30wm8nYKGo0eWys7PBy9sLXOvb1udEp4gWsOzCkGVxSFfbv3E/r7H1hbW/Px9PfzLBwvSA1RckbOqVYajY6Tx26j0eh5oc+z2NnbkZiQxM1rt8y67tIfV5IQn0jd+nXo1rtLrsc9zDsaYKhzWrhwISqVipUrVxapVbQQonSSQEOIMihz6pRWryU84Vq+Rbeubq4ELprJjpAd9Ordi4iIiByPi4iIoFevXuzYsYOhb7/MIzWroU5JJSkxGRsbQ+6/g6MDdyKjWPj9El5o1Ye+nV5ixaI1xN2Nz/Gaak0SN+MuozajGDc8PJw2bdpw8OBB3N3dCQ0NxcPDg6SkJLy8vGjevHm+1yiIzIGGOd9Ir1y5kiuXruJR0Z2XXx9Acnp8nscbdzQyp05l5lLBsAPwaIM6KIrChhXL2bXltyIX2Lp72Be4nWxe6jV8iqb/6wTAkb2/cvGvM9y8mkhMmAZ3x0pYW+VdF6LTa4hNiSrQPc3Z0UjLSOXzTw1pbK8MG8ij9evkec10bapZNSO5pU0ZZmVEkJyUTuMm3nh6utCgkaFO42ymwX25SYhP5Of5hpqGse+Pwto695/bw1oMntnTTz/N2LFjAXjzzTdJSSla6p8QonSRQEOIMsiYOlXZuzK346+SrjNvaF7r9i35adX37Nm9m0ceeYT+/fsTFBREaGgoQUFBDBgwAF9fX3bv2cOgMW/T+1V/lm+fx6gPhuLo5Gh68NPpdEyd+SkdujyPjY0N506fZ9pHM2jZqD1vDXmHXdt3Z+tQpVM0hCdeJyYlIteH6EuXLtGyZUv++usvfHx82Lt3L61ateL3338HoEuXLjkWvxdFu3btsLW15dq1a1y+fDnPYzUaDdM+mwbA628NRmuTjkLeAcGd/4rBc9rRAExzNOo3foLnuxp2a3b+tplNq1bmm56WF2sbK1zdizbA735Nnu5IvYZPoygKe7atIvz6TU4ciCE93bzdqoS02AINeDRnjsaCHxdw6Z8reFR0Z+yE0WZd15zuU6m5pE39fS6S2OiULB2mnnjSOE/j73yvu3jeMpKTknmsYT38enTM81i9oi8VHZ2mT5+Or68v169fZ8qUKSW9HCHEAySBhhBlkHFHw9bVMDSvIFq3b0mnbu3R6XRsD9nBwIED6dy5MwMHDmTvgQN08e/HhC9mUO/xhiQnZGBnb8erbw5g3e6ldO9jqI/QZGj4YuJMWrd7jr2nQvhk+gQef+IxNBotO7bu4s3XxtGqcUemf/IV589eyPKwFJ8aQ1j8FTJ0Wdd96tQpWrVqxfXr16lbty4HDx6kcWNDWpGxra0l6zOMXFxcaNmyJZB/+tTSpUu5dvUanl4V6fVKF/RK/g/Y0cbUqVx2NBydHAFIjFPj17sPPV98GZVKxdH9+1j143wyMgr255uZuwXTp8DwsP9c+z5Ur/kYOp2WkF8XcfPaDXaHXiEt1ZwZKgrRybfNfnjOvKORk9jYWKZNMaSxjfvwLdzcXc26rjnpUznVclz5N4bwsER8qrlm6TD1RFNDoHH2VN47Gndj41j+0yoAxk4YbUbQrFise1txcnFxYd68eYBhoN/JkydLeEVCiAdFAg0hyiBjoOHlbX47TSOdTsf+3YcAGPLmOGZ8t4jx06bw6axvGT95Ki3bd8DB0VCgnJSpq5BHZVdmLvic0e+OBCA9LZ0pH3zB6y+OpmHjBvz6RxBb9q7n9dGDqOTlyd2YOJb9tIreHQbS4/l+LJ63jOg7hofudF0qt+Iuk5hmaAe7Z88e2rZtS1RUFE2bNuXAgQPUqlULgFu3bvHXX39hZWVF586dC/cDy4c5dRrp6emm2oyhb72GlRnP8Fqtjtgow2f08vHK8RhHJ8OOhrGb17Pt2vHySEOB8IUzZ1j87bekJBdugJ+dvTXOFbK3TS0KG2s7uvQYTuUqvqSlpfDbhnlcunCLY0dukWpGsJGuTSUhLXvDgpzkN0djypQpxMfFU//xRxn4mvnDKFM1KXnWDCmKki0YuX0rgSuXYnFzd+DxJ7JOon+iaSMA/j57Ic9dqEU/LCUlRU3Dxg3o2LWdWWstDelTAN26dWPgwIHo9XpGjBiRbx2YEKJskEBDiDImOv4O8fHxAFTxzvnhNS+njp3hbkwczi4u1Kv/OA7Ojrh7VsTZxSVbekpSYtYHxzSNmrETRlGnXm0A7B3s+ef8RV7uOZR33/wQNw83PpwawP6zoSxc/QMv9PLDzt6Oi39f4svJs2j9ZCeGv/QWv28KIS0tlajkMH5e9RN+fn4kJSXRtm1bdu/eTZUq9x7kjLsZzzzzDJ6eBQ+szGEMNHbv3k1GRs75+4sWLeLWrVtU9vbihRc7mHXdu9F30ev1WNtYU7GSe47HOPw3GTzzzkWjZs0YNv4dHJycuHn1Cj9+/RVxMTEF+ET3eFhwV8NaZYOdtT32dg506/Mmrm6VSEyIZe3yOUTdiefY4VuoU/Kvf7irvmPWFPm85mj89ddfzJ8/H4BPpk8o4FwVJc/0KbUmKcsDfkx0CufP3cHB0ZYmLaphbZ31/1pr162Jk5MjanUqVy9dy/GaMVGxrFy8BoBxH7xldv1MaQk0AObMmYO7uzsnT57ku+++K+nlCCEeAAk0hChDktLiOfvvCcDwTbhLBZcCX2PnNkMb1yeaNsfaxsbwza6i5JjOkpGuIz3t3oNOmlaNlZU14/7Lhbe2tqbPwB6oVCp+C/4dv//15Kfvf0avV3i+U2sCF83k0F9/MHXmpzRp0RidTsfenfsZN+J9nmvUnpd7DmX4a2+SkZFBj57d2b59O25ublnWYKzPsHS3qcyefPJJKleuTEpKCgcPHsz2fmpqKl988QUAg0YPxN7evF0C0wyNKp65pslotYbXM+6bT1Lr0Xq8+f4E3Dw8iL4TyfyvvyTilnldjTJzdLbFwbGoA/xU2FrZYWdtZ9pZcHJ2pUffUTg4OBN95xaL5s4iJTmNo4dvkZKcd7qXXtERk5xzM4LMdLqcazQURWH8+PHodDpe6NGFZ1s/U+BPlFf6VOZWvIkJaZw5GY6VlYomLapib589oLG2tqbhk48DcPbU+Ryv+dP3P5OqTqNxs0Y836m12evUPeQtbjPz9vbmm2++AWDixIlcu5Zz0CWEKDsk0BCijIhPjeFO8i3uRN4BoIp3lQJ3FVIUhdDfdwPQqLFhLoXOVGeQc9585vQpvaJDo0vDr0dHHmtYD3WKmspVKrMhdA1Nn3oStTqVmdPm0L1NX/btOgCAm7srLw8ZwLptKwk5/Cujxg/Hp5o3iQlJHDt8AkVRcKngQp3Ha/LvjayzCNLT09m1axdQPPUZRlZWVnmmT/3444+Eh4fjXa0K3QZ0Mvu6UeG5t7Y1SvuvNjqnWowqVasx6oMPqVK1GkkJCfz4zUyu/HPB7PsbuVd0KPA5RipU2FnbYWOV/QHbvWIVuvV5ExsbWy5fPMeapT+Rnqbh2JEwkhLzDjaSMxLyLcrWaHLuOrV582Z27dqFvb09H019v2Af6D/qjOQc6x8yp02lpmo4eew2Oq2exk28cXXN/ef4RBNjQXj2QONOZBSrlwYBML4AuxlAqajRyGzYsGG0bdsWtVrN6NGjS0UxuxCi8CTQEKIMiE25Q0yK4RvgqDv/dTEqRNrUpX8uc/P6LWzt7GjwxJPAvW9Mc3ugSUrImgqTqlFjZWXF+A/fAmD5olX4VK3C2i3L+HrudCp5eXLtyg1ef3E0b742lpvXw0zn1q5bi/EfjcGv+71uOzY2NiQnJTPny7k0adCCNu1asWTZElJSUjhw4ADJyclUqVKFpk2bFvjzFkRugUZKSgozZswAYPBbA7HLYeJ0bnKaCp5ZcmIGOq1htyEjPecHczePirzx/gRqPVqP9LRUlnwXyJljR81eA4CLqy02tgX/vwMrlRV2Ng5Yq3LfEfGuWovO3YaiUqk4vP8Pfv91PRnpWo7/eYvEhLyncEcnh+f5IJ3TjkZ6erppONx7771HVV+fgnwkEwU9qRnZa19SNcmGgPq/WRkZ6dosHaZyYyoIz6HF7Y9zFpOelk7zp5vSqt1zBVpnaUqdAsOf008//YS9vT3bt29nzZo1Jb0kIUQxkkBDiFJMURSikm8Tl3pv/sCdCMOvCxNoGHcznmzWFAcHQ7ejew8yOX/zmHxfoJGhS0Ov19Pe73kaN21EqjqNH7/7GSsrK/oM7EnIkc28MnQA1tbW7Nq+hy4te/HtjLmkqlPRaDR88PanLP1xJQAfTQvg2KX9fPndZzzT8ikUReHA3kMMGzIMb29vxo0bBxiCAEu3tb1fp06GnYrTp09z584d0+s//PADUVFRVPOtygv9zN/NgExTwXMJNMJvJWNn/18xeC6BBoCjkxNDx42nUbNm6HQ61i5ayIGdoWavQ6VSFbgDlbEewyrHMuysatVtTJv2AwD4fVMQh/b9gSZDx/E/bxEfl3s7W60+gzh17rM1NJp7BcXGVcyZM4erV6/i4+PDBx9+YFbnr9zk1FkqOT0RnU7P6RPhpCSlZ+swlZsnmhgKwi/8dZGMjHv1JxG3I1m7Yj0A4z4cXeBdyIIMunxY1KtXj08//RSA8ePHExsbW8IrEkIUFwk0hCilFEXhTtItEu/r0BMVadjRKEwhuLE+o1GTFqbXjDsauWU43F8QrqCQrk1FpVIx7gNDrcbqpUFc/vcqS39cSX+/V1m1JMjUfUfRK8yb/RMdn+lOvy6vsiloC9bW1nw9dzrDRg3CxcUZ/5d6sXLTYnaf2Ma4D9/Ct+YjJCcnc/68IQ1l27ZtTJo0Kd85F0VRuXJlmjVrBsCOHTsMnz0pia+//hqAoWNfwsa2IAXHmaaCV83+Z6XJ0BEVkWraIcltR8PI1taWl0a8wbPPG7oVbV0XxO/r16HXm5da4+Zuj5WVeQ+59+oxzH8obtSkNc2eNnQFW7P0R86fPYVWo+fE0TDi7qpzPS8uNYYMbfadD71ej16f9S9lREQE06dPB+Crr77Cwalohe4pGUlZUnsURSEpPZ7zZ+8QF6vGzcMxW4ep3PjWrI6buyuaDA2XLlwyvT7v24VoMjQ80/KpQtWSlLbUKaMJEybQsGFDoqOjCQgIKOnlCCGKiQQaQpRCekVHeOJ1kjMSsr13J9LwDXAVH/MegIwibkfy15m/UalUPPZ40//ug2koWU7DycAwNC1VnfVb1VSt4cGxdfuWNH+6Kelp6fRuP5CvpszmqeZPZxkC2LdvX6ytrYmJiuXvsxdQWan49IsP6DOwZ7Z7Vfetxpj33mDn0S18t/gb0+vR0dF89tlnPProo7Rq1YqFCxeSkJD9Z1NU96dPzZkzh9jYWGrU9qVTL/PakWYWnUfqVORtNXq9YtrRyC/QAEMtSY8XX6JLn74A7A/dQdCSxWa1ErWyVuHmkfeDuaEewz7Hegxz/K9VD55o8ix6vZ5FP8zixrUr6LR6Thy9zd3Y3IINhajk8GyvZh7WB4ZdmY8//pjk5GSeeeYZXnnlFbQ6c2Z35E6vaEnT3ltXqiaZi//cITI80dBhqnnVbB2mcqNSqWjUxJg+ZQiQw27eZv2qjQCmoLzgayxdqVNGdnZ2LFy4EJVKxdKlS/njjz9KeklCiGIggYYQpYxOr+V2wnVSNTnPTjClTlUp2I7Gzm3/FYE3eYIKrobOToa0E8M3unlNuL6/TkOrz0Cj06BSqWjfpa3hn+3bc+vWLdauXUv//v3p2LEj/fv355dffiEsLAw/Pz9UKhWKXmH6x18x/ZOvSEzIufOPSqXibqxh/kSzp55k9o9f0b5jO6ysrDh48CAjR47E29ubl19+mZCQkCJN0M7MGGjs2LGDu3fvMmv2LABGvPMaNjYF79wUZZwKfl+goSgKEbcMf77m7mgYqVQq2nbpSv+hw7CysubM0aMs/f470lLzn7jtXtH+/i6xJubUY5iztlbtX6T+40+QkZ7O/G9nEBN1B71Oz8mjYcREpeR4Xpo2xTRTxej+YX3/XPyLpUuXAhAYGIiVlZVZLXLzk7nD1F//XuP6lbtYWVvl2mEqL43vKwj/YdZPaLVaWj7/LE8927xQ69OV0kAD4Nlnn2X0aEOANXLkSFLN+DsqhChdJNAQohTR6DIIS7hKujb3VBNj6lRBazSMaVPNn/6f6TVtpvzvPAONxOyzEdK1ahITElnw7SK6dOnC5s2b8fb2zvF8b29vNm/eTNeuXbGzs0On07Hsp1V0frYn61ZtzDH9x9i1ql3ntvTo25Uf1wRy9PwBZsz4gscff5y0tDTWrFlDly5d8PX15YMPPuDvv/8274eRi2effRYXFxeio6N59/13SIhP4NHH6tD2hYIV8IJhMGLMHUNu+v1dp2Kj00j7r22wcUdDk5FRoA49zf73LIPHjMHO3p4r/1zgp1kzSUyIz/McG1srXFyzF7Nbq6zNrsfIj5XKGv+X36LaIzVISkzgh9mfk5yUiF6vcOrEbaIic+40FZMSmaUeIfMMDUVR+GHulwAMGjSIZ54xpCBZItBI+W/XMDz8LidPXQHIt8NUbkw7GqfOc+PqTTb+shko/G4GgL4UtbfNyRdffEG1atW4cuWKaeClEKLskEBDiFIiQ5vO7YSraHS5f7OtKIqp61RBUqcS4hP58+BxAOo3vNe9SZe5kFZRci3UuL8gHCBNk8qGtZtJTU3j559/zndgmo2NDYsWLUKv1/Py0IHUfrQWsdF3+Xj8ZPp3fZWzp+5160lPS+fw/j8BaNOhlel1t0ouDBjRiyMnDnLs2DHGjBlDxYoVCQ8P5+uvv6Zhw4Y89dRTzJ07t1AFqHZ2drRv3x6ANSvXAvDme68XqhD9bkw8Op0ea2srKnp5ZHkv4ua93So7O8ODv6IoaDT5D7vLrF7DRox4NwCXChWIuHWLBV99SXRkZJ7neHhmTZ+ysbLFztq+QPUY+UlVK4x+92M8KnoSFRnBgsCvyEhPR9ErnDkVQWRE9mBDr2iJSbm39sw7Ggf27+DC32dxdnY2dQADywQaWr2GyOgY9h3+C71eZ1aHqdwYO09d+ucyc776AZ1OR9uOrWna4slCr6+0pk4Zubq68sMPPwAwc+ZMzp49W8IrEkJYkgQaQpQCaRo1YQlX831wSkpMIi3VUDhbuUrusxnutyd0Hzqdjrr16+Dqeu+8+78tzW1XIzlJk60wV6doWb00CH9//1x3Mu7n4+ND3759ObL/KJt3r+PDqe/h7OLM2ZN/0c/vFT4eP5n/s3fWYVKWbxs+p7e76e5GSkpSUQFJO0Ds7voMfhYqKqBY2IVIK0qpdHcvuWz3xE7PG98f7+5s784uIKhzHoeHy7z1zMw7M8/93Pd1XwV5BezYuhuH3UlcfCztOrYpdw5JFsmxptG4bSKzZs8iKyuLxYsXM2bMGLRaLbt27eLBBx/0XmvZsmV4PL5PSIePUFrvut1u2nZow+XDLvP52LKUdJyKiY9GoyktR7LbPBgLS4NJnb40w1DRtM8XGjZtyj1PP0NUbCzGggI+fmsGqadPVbu/IUBLULDWq8fQqX0zH6wLbpeIVhfC/Y8/T2BQMGdOHuerT2YhSSKyJHNgbxaZGZXL5opcRhwepbyqRKPhdNj57jtlovr888+TlJTk3f9cNRoAdpubvzYewO6y+dxhqjoSEuOJiY1GFEVWLF0JnFs2A/7ZpVMljBkzhnHjxiEIAnfeeed5K3X048fPxccfaPjxc4ljd1vJMJ/xqU1niT4jPCKMgEDfSzvW/KaUTfUb2L/c4xVdh6VqMhqiKOOwlR+f2WjhzMkUxo8f7/M4AMaPH8/pk2ew2+xMve82Vm9dzthJ1yDLMj9/v4ThfUbz8fvzACWbUV07UIuzkDTTSWS1yHXXXcfSpUvJzMzk/fffp1u3bng8HpYsWcLYsWNJSkri4YcfZs+ePTWWJ8myTLN2jbz/nvbQ7YjUr71oTrE+o6IQPDO1vE5BrVZ7g42qTPt8ITo2jnufeoYGTZpgt1mZ9+67HD2wv/r9Y4LOWY9RG8ZCB4kNGnH3w0+h1WrZv2cnP3/3pfL6yzKH9mWRnmqqdFyuNQNZlr0ZjaVLv8NYmE9iYkMeffTRcvuea0bD7RbYszMDi9VCYKjK5w5T1aFSqbxZDVmSGXbVFV4jv/ria1exS505c+YQFhbGzp07vRkOP378/PPxBxp+/FzCWF1mMi0pyPg2mcgpaW2bGOfzNVxOFxv/3AxA5+7lV+crl2X4rtNw2JXMSmRkZFW7V0vJ/jarMuGOS4jl7Q9f56cV39C+U1uKLEXs2KKUeSU1rDlT4hFdpJlOYXLkI8sysbGx3oDiwIEDPP7448THx5Ofn8/s2bPp0aMHnTt35p133iErK6vS+YyOPBYvXOL9t0ZX/3Kiko5TZYXggkciJ7OyINpgUMqZfBWEV0VIWBjTHnuC1h064vG4+Xbuh+zctLHSfjq1jpioKAIDzn8moyxFFicej0irNu257a6HANjw5yrW/LbMu8+RgzmkppQXgXtEF0ZHHoIgkpubxS/LfwDgvvueJCCgfHB9LoFGiVeG3eZGpRfo0DXa5w5TNZHUsNRA8KGnzi2bAZyTT8ilRFJSEjNmzADgueeeIzU19SKPyI8fP+cDf6Dhx88litlRSHZRKjVN7iuSm13Sccr3QGPLhu3Y7Q4SkuKJjGpQblvFQKOm1X5rhUAjMEiZ9BmNxqp2r5aS/YNDgss93r1XVxav+dHrOA4w+62PePjOJ8nKqEl3IJNvyyLTklJu4tmpUyfeeecd0tPTWbFiBZMmTcJgMHDo0CGefPJJGjZsyKhRo1iwYAFOpxO728rR04f4/sufvOfY+NeWOj23suQWl07FlhGC52bZEcXKr3FdWtzWhCEggFvvv5/uffsiyzKLv/2GP379xfu+GrQBBOiCUaMiKibonK5VK7KS1QDo3qsv42+4DYBlP3/Pji2lAdCxw7mknC7vFWO05+J0Ofjumw/weNx07NiDAQOHlttHlMR66xdkWebQ/mxMhQ7UGjVtu0SC5vxM6I8eSgYgOCSoUtlffZCR/7FeGhW566676N+/Pzabjfvuu69OzQ/8+PFzaeIPNPz4uQQptOeSZ8uo83H1cQUv6TZ1xYjBOB2lkylRkip5Z9SUWSkyl189Do8Mo0mLRixctNDnsQAsWrSI5i2bEREZXmmbRqMhLDwMUJ6jWq3mt2WrGNlvNHPf/RRXDRoGh8dKmvEktgpuz1qtllGjRvHTTz+RlZXFxx9/TN++itfD77//zuTJk0lMTOTOu6by6vNv4nK6aN6qGQDbNuys03Mrizejkai8V7Isk5lWdcviura4rQmNRsuE2+5g8FWjAFj7y3KWfv8denUABk2AV/IdHh6AVndhfyKMhQ5KpD1DRl7DkJFXA/Dd5x9y7MhB737Hj+Zx6kSpeF9GZtWfv7Ft21+o1Gpuv+MRVBUE+eI5ZDOOH8sjp1iQ3qlLAvogCVcVpoF15cjBY+zZsQ8Am9VOUVHV73dd+acLwktQq9V8+umn6HQ6VqxYwc8//3yxh+THj59zxB9o+PFzCSHLMnnWTArtOfU6vq6u4KIo8seqdQD06tu3/LYqSjJqWmG0FbmRyqzGq1Qqxt40isWLFpNdS6ejEkqE2zfeMala7cX64ra2t067iSVr59OzdzccdifvvfEBowaM48/V66s9vygLZFnOkmfNrHIVODIykrvvvpstW7aQnJzM888/T6NGjTCZTPz49QJWLl8DQKeuHdBo1GSczSI9pbKZnC+UZDRKSqdMBS7stqpXzUszGnXrOlUdKpWKkWOvY/QNN6JSqdixcQNfzZ1VLpBRq1VERl3YrIYoSBRZSifw102+le69+iKKIp/NeZuMtLPebaeO53MiWXnNRFHk/XfeBmD48LE0btKikv+Hp56BxtkzRs6eVrJqrdrGEBmnR5JFPJIb8Rz1EHPe/giAwKBAAA7vP7d2yyX801vclqVdu3Y899xzADz00EN1zoj68ePn0sIfaPjxc4kgyzK51nTMzrq3XS0hJ6duGo19uw5QkFdIWHgojZq2LretohAcavbSkGSwWctP7q4aP4yAQANT75xaqzu1IAhMnTqVgMAArpt8bZX7OB1Otm3aAcDgYf1p36ktP/zyFTM/foP4hDhSU9K4+6YHufOG+0k5dbbKcwCYnQWkm07hrmGVunXr1rz66qvsPLSVbxZ/RtPmjb3blv38K6KoTDq/nP29V49SF7xmfcWlU9VlM6A0o+FynfuqelkGDBnBlPsfQ6vVcXDvLma/PR2rtbS1bFRUICr1+WtrWxXGglKTNrVaza13PkDLNu1wOhx8OPM1CgvyvNvPnCwg+WguC75bzJmTpwkKDmHi5KkAldrv1kefkZNVRPIRJStY0mGqNJMh4xbr//of3HeYtb//hVqtpkevrt7Hzgf/hs5TZXn22Wdp27YtOTk5PPXUUxd7OH78+DkH/IGGHz+XAJIskWU5S5HLdE7nyclSMiFxCb4FGmu8ZVODKLKUn5iJchUTtRq8NKCyIDw0LITpc55l9arVjBkzpkqBNSiZjNGjR7Ny5Uo6de1ASGhIlfvt2LILl9NFfGIcrdu1ApTV+dHjr2bl1mXc9eAUdDot69duZNTAcbzzv1nYrFWbG7pFJ2mmk5gd1Qd2VpeZInchDRs3ID1VyVzc/fBUevUrdXFeueRPrr3sBl59YiZ7th3wqQuQJEnkFZv1xSbE4HQIFORVP4nVF4vBPecpowGg1wQQqAume88+PPjk/3nbzL776gsU5CmTbY1WTURk3Y3p6oLd5sbpLA1CdXo9dz/0FAlJDTGbjHw483XsttIg7OjBNN6ePguAq8dOQm2oOhCqa2tbk9HBwX3K/RkeGUj7TvHIsoxLKA2Eyv5dV2bNmAvAmAlX02eAYih4cO/5CTT+LaVTJRgMBj777DMA5s2bx/r11Wcp/fjxc2njDzT8+LnIiJJApvkMdk/Vjsh1oS6u4LIss2aFEmgMHjYIu638JLa6coyashoVBeEAvQf14M3PXmLdunU0btyYSZMmsWDBAtasWcOCBQuYNGkSjRo1YtWqVciyzNaN23nthbeqLNNat3ZT8XgHVCqtCgkJ5skXH2HFxsUMHHI5HreHT2Z/zsh+o/ll8W9Vnk9GJs+WSablbDnXaVAMEnOs6QB8OPNTBEHg8sF9eeKFh/lkwfu8Ne9lQAl0HHYnvy9ay4M3PM3EgXfw2bvf1FhSZSwwIQoiarWa6LgostIqd5oqi16vBBrnI6OhQkWgLpgAbakeo2Wbdjz2/P+IiIomJzuTma+9QHpqCgDR0RdYFA4UFpYPBoOCQ7j/8ecIj4gkOzOdT2e/7fU6+W3ZQoosFuITG9B/8DCcHhse0V2pdKouGQ2bzc3eXRlIkkxAoI6uPZLQaNQIkqfcJN4juuolvN67cz/r125Eo9Fw/+N307m4xe3B/ecpo/EvKp0qoX///tx9992AIhJ3Os9vNs+PHz9/D/5Aw4+fi4ggecgwn8EpVL3qXheUVXKlht2X0qmTyadITUlDb9DTrlNlZ+LqyjFq0mlUFISX0LhZW55+423GTr6FjZu3MHnyZEaMGMHkyZNZsmQJE2++jgaNSo3WvvnsBz6Y+Uml82wo1meUdQOvSLMWTZk3fy4ffzuLRk0bkpOVy2N3P8NNY6Zw7PDxKo+xuy2kGk9idysr55Iskl2UiixLpJw6y9IFvwDwyDP3I8syTsFB3ysuIyI6HFmWefTlexl9/ZUEhwaRnZHLV3N+ZPIVU7l34uMs//F3rJbygUSJPiM6LhKVSkV2Ri2BRsC5t7cFUKvUBOlDqjThS2rQiCdeeI2kho0wm4y898aLJB85iN6gJTTMUMXZzh9mk9NbilZCVHQs9z32HAEBgZxIPsI3n80hKz2V9X8oRneDhk0kJ9uOLMtVZgIFybfsj8slsGdHOh63iFqjplvPBhgMiou9s0IGQ0bGLdT9PZj1lpLNGHf9aJo0b0yHzu0ASD+bQWHBuWsQ/m0ZjRLefPNNEhMTOX78OK+//vrFHo4fP37qgT/Q8OPnIuERXaSbTp9T3XdZCvONiKKISqUiJrZ29+ISk77LB/XB5axcflLdKmlNGQ27zVNpwujxSKSetqAP0DNo2JW88Np7zPjgC6a//SF9BgxGEAROHjvFu5+8Wc4he/aMuXzz2Q/ef6ecOsvZM6nodFr6Duxd43NTqVQMvfIKft+4hEeeeYCAwAB2bt3NmCGTmP7MG5hNlV2nRdlDpuUM+bZscooyvO/LnHc+RhRFBg8fSNcenfFIbiRZyUb06t8dgLycAp5+42F+2fEDr8x+mj6DeqJWqzmw6wgznpvNtb1u5KWH3mTb+l2IoujtOBWbEENelgOPp+ZV8pKMxrkEGlq1jiB9aI0mfJFR0Tz67P/KaSR2bdtM9AVudSuLMmZT5c9Bw8ZNmfbgE6g1Gvbs2Mrc995EEkU6detJk2btMZucZKSZEUR3pYygINbejlYUJfbtysBhVwLkzl0TvEFVxbKpElx1/Lzu3Lqbzeu2otNpue+xuwAICw+jWYsmABw6DzqNf0t724pEREQwZ84cQAk6Dh8+PxkgP378/H34Aw0/fi4CTsFBuum0z6uuvlCiz4iJjUar1da6/9rf/wJg+FVDKCwon1GRZCq1ti2hZudssFbQeqSetngn0h7JjUqlIiQklOjYOK4ddz1arY5d2/dSZLHy4JP3AqAvdsL+33NvsmzhCqC021SP3t0IrUbDURFDgIH7H7+LVVuWcdXoEUiSxLef/8jwPtfy07cLEcXKwVSWOYU000kESeDk8dP8sug3AB55WjFXc3lKJ5+9BypajR0bdnuvN+zawcz86n8s3vIN9z0zlWatm+B2uVn7y3oev/3/uK7frSz8ejmgdJyqSQRegv4cDftK9Bhqahd2BwUH88DjL9C1Z29EUeTLj99n26bVBAZdWAO/wsKq9Q9tO3TmlqnKa19YkIdKpWLc9bciFvfFtZhdpKeaMTsK8Yiln6faPluyLHNwb5Y3wGnVNoa4hNAyx3uqzBS4BWdNMqVKlGgzJtx0HQ0bl/rUdCx2BD+479w7T/0bS6dKGDduHKNHj8bj8TBt2rR/jRO6Hz//FfyBhh8/fzMOj41M85kq28eeCyUdp3zRZ2RlZHNw32FUKhWXD+5fSZ8hyyLVGQXW5lJeVqfhsHnISi2dSJedCAJEREYzYMgIAN5/8wPueugOul/WFbfb7X0eTz/wAn+t3sD6tYqJ26BhA2p9fhVJapjI7M/f4ZvFn9GqbQuMBUZeeGw6E0bexN5d+8uNr8htRpDcGO25vP/mHGRZZvjVQ+nQpX2lVe5eA5SMxvHDpyjMK18CExsfzU13T+DblR8xb9ksxt96LeGRYRTkFrJ7i3LNvTsOsXrZSmzWmvU53kDDXbdAoyo9hi/o9Hqm3vcog4ZeCcCiH79m+6al1Qaf5wO3U8Bmqzo46N6rL8EhShAgyzLpqSnIZSacRRYXJ0/kkWNWvGdESagx8wZw7EguuTnKvZnUUOkwVZbqhN8yEh7Rt/dh68btbN+8E51ex72PTCu3rZM30Djk07lq4t9aOgVKdvLDDz8kJCSErVu38vHHH1/sIfnx46cO+AMNP37+RqwuC5nmMxdkYuD10PBBn/HHynUAdL+sKyp15a5CQg1BUG1uvWW7V505YfEasoFS4iFUWH0dcfVY9AYDB/YcYuNfW3jno9cJDgkmNzuPdh3bIIoiD0x5zNvWtj6BRgl9B/Rm2Z8LeP7VpwgJDeHQ/iNMuuoWnnrgBXKyczE7CykJsE4cPc2qX/4A4IEnFFGqR3QhlQm0omIjadW+OQA7N+2t8poqlYp2nVvz2Cv3sWzbd7z+8QvEJiiTWnOhmV9+ms8bTz3Jdx/N5ci+fVW2Aa5PRkOtUhOkq1qP4dPxag0Tb57CmIk3AbDxr9/5Y+W3iD6UJNWXwoKqJ/fr1ijBmE6nZLq+/mQOqSknyu1jMbvYuOUoZpupVg+NlNOFpKWYAKXDVLuO8ZX2qajP8HVbCbIsM+tNJZtx/S0TSGyQUG57524dgfPTeerfHGgANGzYkDfeeAOAZ555hoyMupuZ+vHj5+LgDzT8+PmbsDiNisC4lpXW+lKX1rYlbW2HjboCYxUlKxU7MJWltvEXmZVVaVOhk/zcyueuuBocFh7hXTl//40PadAoiZfefBaA40dP0rNPd9wuNx6PQGxcDC1bN6/x+rWh0+m4/e6bWbv9FybceB0AS35azsi+o/nhs58RPMpz//z9bwEYcvVA4ppF4BZdVU4wS8qntheXT9V4bb2OQSMvp0HjRAB69O1HUuPGiKLI4X17+fajD3nz6Sf55af5ZKSe9QZ1pYGGb6V2WrWWIH0IGnX1egxfUKlUjLh6LLdOewC1RkPykZ38uvgj3K76t3mtiSKLs5JexWI28ftyxSF64s1T6NztMgTBw6+LP6awoLwRpLHAzsq/tmNzVN9cISvTwvGjSlBetsNUWTyiu8bJu1usvXxq019b2L1jL4YAA3c/MrXS9nYd26BWq8nNySMnO7fmk9XCv7l0qoR7772XPn36UFRUxAMPPHCxh+PHjx8f8Qcafvz8DRjteeRa06muHOl84GtrW7PJwo7NuwAYduUVGAsqT8pqnLjU4qXhsAu43SKnk81VbhckD1KF12HYVaMJDAzk6KFjrF7xB2MnXcuoMSMV4XROHrFxiqmdxVLE2dOpNT4/X4mOjeaNWa/w88rv6NC1HTarnTmvfcZto+5j8be/smH1VtRqNVMfuQlJFjHZ87E4jZUyOr1KdBob9/hcP55bLAbv2X8ADz7/fzz84ssMGD6C0LBwbFYrW/78gw9ee5VZ019hw+pVSMVZDrcP7W31GgOBuhDU5/Hrvfflg7j3kWfQGwykpyaz5KdZ2KxVv7/nhAymCq1uf1k0H6fDQeOmzek74AruuOdhmrVohctp55dFH2KzmgC8pWEFBUWsXrcLj7vyPVxYYOfQfiU4qdhhqiy1+WVIslijBkSWZd6f8SEAN94+ifgqgv+g4CBatW0BnHtW49+e0QDQaDR8+umnaLVali5dypIlSy72kPz48eMD/kDDj58LTL4tmwJ7du07niM5xYFGQi0ZjXVrNyIIAq3atiCxQQNs1soTptr0I7VlNVKOm7EWVV2+IiNXMlMLCQ1j6FXXADD7rblIksT0d/6PhKR4zp5Jw2ZTJp8up4vbJ95NVub5ez3bd2nNx4ve4Zk3HyEiOpyUk2nMfFGZJPYf1pumLRVHcEHy4BIcODzWcl1+OvdoT2BQAMYCEyePnq71epIkebtOhUdGApDQoAGjJkzk6TdncPuDD9G552VotVpyMjP4fdFClnz/HQBmo9HrJ1ERFSoCtUEEaAPrpMfwlfaduvLIM68QHBJGfl46i358F2Nhznm/TmGhw1tul5pymq0blezbxJumoFar0RsM3PXQ04RHxmItMvJLSYalzJPOys1j29YU3O7S+9hmdbFvdwZy8ck7d0ustm2vL8Z8rhpc5f9as4EDew4RGBTAXQ9OqXa/Tl2Ly6fOsfPUfyHQAOjUqRNPP/00APfffz9m8wUIdv348XNe8QcafvxcIGRZJqcoHZMj72+5nq8ZjbXFbW2HXTUEo7HqCVV1Zn0l1KTTkESZE0dNNR5fURQOMGjo1YSGhXLi2ClWLF1JeEQYb3/4GgB2mx2NVkPjpo3ISMvkjon3nBf/AVESMTuNqNVqrp08kvl/zmPIqFINyNZ1u/hi1ve4nC48xSvYoiRicxd5n4NOr6N7X8WHZPuGPbVe01xoweMWUKlUhIaHl9um0Who07ETN0y7i+fensl1N91C4+YtvK+3saCA1598nCXffcvZUye9j3v1GBr9Ob8mNdGkWQsefXY6YRExFFkKWPzju2Rnnjmv1xAFiSKLE1mWWfjDl8iyTM8+/Wneqo13n8DgUK4ddz+BQaEU5GWw8pfPy3UQk2WR/EITO7em43IJuJwCu3dkIBSXZbVqG0NcfNWdyzyiu1oPmbJUKxaXZWa9qQSqN0+9gZi46ltNd+zaHoCDe89NEO7LeP8tvPDCC7Rq1YqsrCyeffbZiz0cP3781II/0PDj5wIgyRLZRakUuc59MuwrOdm1azRcTpfX9G74qMptbUuobYW0poyGscBZqcVtRURZqNT7Pyg4mDETxgMw562PEQSBPv170bv/ZYCiF3jv0xnEJ8Zx6vhppt1wP1ZrzUZ3NSHJMmZnYbkuWqFhIRRZlE5EUbGReNwePn//O24afjcbVm0tDbBkGafHjsOjGMbVRadRUjYVEhpWYxviwKAgeg0cyL1PP8PN9yjtXVUqFU6Hgx0bN/DxWzOY+eILrPvtN5wW5znrMXwlsUEDptzzHHHxjXE6bSz7eTYppw6e12sYCx3s2bGFU8ePodcbGDvp5nLbZUkmPCKGa667B61WT9rZY/y29Gvv+yPJMqIsYDQXsX1zKtu2pOJ0KPdkVR2mylJTpqIsoixU6dWx5rc/OXLwGMHBQdx5/+01nsMrCN93uNYmCzUhy9I5Hf9PIiAggE8//RSAjz76iM2bN1/kEfnx46cm/IGGHz/nGVESyTSnYHNXNoW7ULjdHgrzlaCmpozGlg3bsdsdxCfG0bFL+yqF4JIs19rGtLpAw+ORMBa4cDpq70zkriKr0bv/CCKiIkg5fZZlPyv+GSqVUhMjeARmvfkhXy74mMioCA7sPcT9tz2Cy0eBdEVsLkulOvt9Ow6xc9NeNFoNnyx6l+lzniUuMYas9BymPziT56e9Sdrp0o43gujG5i6iZ38lo3Fw9xHstprLblJPZwEQHhXp81jjkxTXdJ3ewJ2PPka3Pn3RGwwU5OayatkSXn7yAWbNeIXtm9fjdF4YoXZZGjdNZMykh2nctD2C4OG3ZZ9y5MCW83Z+s9HK4vmKGH/E1WOJjCofGIjFWpi4hCaMvHYqKpWag3u38Ovi+UBpC2anx8Gxo7kc2peFxy1W22GqLL6UTXn3rWDeJ0kSs4tdwG+96yaiomt+j1u3a4VOp8VkNJOeem6dlP4r5VMAgwcPZsoUpSRt2rRpuM7ByNKPHz8XFn+g4cfPeUSQBDLMp3EK9V9prw/5ucoquU6nrXFys7a429Twq4bgdovYiir/QNfUcaqE6gKRglwHsiwjCBKiUHOwIkjuSuGKWq3jlqnK6vUH73yE0Whm93albaxOr2PDn5vZunEH8+bPJTg4iC0btvPY3U9X2RK2JpweBw6hvFGeLMvMe/cbAK6ZNJKkRgkMvWYgP6z9jBvuGYdOp2XP5gPcM+ZpPnv7e2xWu/e1iEoKI7FRPIJHYM/W/eXOaSo0k5Weg6nQjCzLnDqWCUB4hO+Bhj5A0RIIHjfN27Rl0h1Tmf7uXG65835at+uALMscP3qIbz77gGcfnsY3n33A8aOHLpi5mSFAS2R0KKPG3k3bDr2RZZm/1vzAzq2/n5eV9b0712IyFhAZHcPQq66ttF0SS6/RtHkHBg+/HoCVvyxm419rvNmy3CwbJpMVj1skI91C63YxlTpMlcUjeurkb1MxKFm5fA3JR04QEhrC1Ptuq/V4g0FP2w5KSZhfEF433n77beLi4jh69CgzZsy42MPx48dPNfgDDT9+zhMe0U266RRu0bfSi/NJTpbSHjMuIc6bAaiIKIr8sWodAMNGDakymwG+BhqVJ5NOh+Btbav8u+aJjyRLiFX4HQwcOpKY2GjSUzN5/405eNweGjZpwLOvPAHAjFfeJTAwgLnfvI9Or2P1ij/4v8f/5/MEVxA9VZa07d6yj73bD6LTa7nt/uu9jwcE6rnt4Ul88svb9B7cHVEQWfTFr9x51eP8sXyj97o9Lu8EKOVTRRYrC75cyk3D7+bqHtczYcDtXN3jem4cdjdb120HICyyDoGGXgk0JElCEiWCdSGEBofRp/9gHn76Zaa/M5drxl1PbHwCbpeL7ZvXM2vGK7z05AP8smg+uTlZPl/LV6JjgtBoNAwZeTM9eo8EYMeWFaxbO79WjU9NFFkK2btzDQBjJ93ife5lqRjntu/UjwFDRgPw0zefcWT/PgrznZhNLkRZQFZJJCSFsn93FjZr9avfdclmgBIsl3RoE0WR2W9/BMCUe28hPCLMp3N06qYY9x04R+O+/0KL27JERUUxa9YsAF577TWOHj16kUfkx4+fqvAHGrUgyzL5+fmkpKSQn5//n6mD9VM3XIKTdNPpGlteXkhK+vDXVDa1b9cBCvIKCQ0LpVe/HhgLq9Zn+CIsrap0Ki+7/CTNl/Ipj1g50DAZBe4p9h1Y8tMvAAwa0p+bp17PoKH9cbvcPHbPs/To3Z33P30LtVrNwh+WMOOVd2v9fEqyVKzLKL+fLMt89q5SqjPmhlHEJ5W+joIkADJJTRJ45aMnmf7xUyQ1TsCYb+Ltp+fy+M2vcPLIGXoUl0+tW7WZ8f1v58PXP6d3z74sWLCANWvWsGDBAvr07MuZ48dRq9V1cvku8dEA0IiaSnqM6JhYrho9npfenM1jz/+PywcNJSAwkMKCPFb+sohXnn6Ima++wKZ1a7Dbzk+2LSTEgCFAi0qlok//axk4dBKg4siBzfy+fB4eT/0+C1s3LEMQPCQ1bEmzll2r3EesIlMzcOho+g64AlmW+fGzTzl6INm7LSZBjz5Ai9slsHNbOkWWql/7ugYaAO5iTcevS1Zy6vhpwiPCuP3um2s5qpSOXZRA49C+I3W+dln+axkNgMmTJzNq1Cjcbjd33333Bcvg+fHjp/74A41qMJlMzJo1i3bt2hEbG0uzZs2IjY2lXbt2zJo1C5PJdLGH6OcSweGxkWE+jSjXLIC+kHhdwWsQgpeY9F0xYiA6na5aF2ZfMhoVvTSKzO5KgYXLWfvER5A8SBWCA7dLYMQ1VxOfGIfDroxx0LABqFQq3pg1ncjoSI4dTua9N+Yw4uqhvPruSwB8/uHXfDr7ixqvV+Q0VVkas239Lg7tOYreoOeW+yaX21axQ1avQd34+Je3uOOx6wkIMnBkTzIPTnierX/tRqVWYcwzMWjAINLS0vhp/k9MnDiRYcOGMXHiRH766SfS09MZOXIke7du5fhh31ax1Wo1Wp3i8O1xV3+fqVQqWrRqy4133MMbsz7jjnseoX2nrqhUKk6fTObHrz7luUem8cXc9zh8YG+5Tk31ITomyPt3p64DuXL0VDQaLSmnDrL85zk4HdYajq5MZvpJTiTvBlT0v2ICpmqybpJUOaBUq9TccNtdtGrXCcHjYe3yLzEb84iJCyQwVIOnONOoBBtpWMzlM49CHcumSnCKDgRB4IO3PwZg6n23ERoW6vPxnYszGof2HzmniXLF5gr/BVQqFXPnziU4OJiNGzcyb968iz0kP378VMAfaFTBqlWraNKkCU888QRdu3YttyLZtWtXnnjiCZo0acKqVasu9lD9XGRsbguZ5pSLvppYWjpVdUZDlmXWrChpa3sFbrdQpT4DavfQ8J6zOCsgSXKVDuC+ZDRkZIQqyqeMhW4m3HSd999deihlSbHxMbwx6xUAvpj7DVs3bmfiTdfxzCuPA/DOq7OY/83CKq9ld1txiZXHKcsy895Tshnjb7mGmLgo7zZJkqoMvPR6HZOnjeGzFTMZfHU/ZFlm9aJ1qFVqrrzySpYtW0ZCQkKV40hISGD58uVceeWVzJ/3GQ579S7WCioCtEEEBAQA4PLBtE8Zo4GefS7n/sef59V3P2bspJtJbNAIj8fD7h1bmPvu6/zf4/ey5KdvycxI8+mcFQmPCECrK/0ZadGqK6MnPIDBEEh21hkW/fgeFnOBT+eSJImNfynvXfvO/YiNa4jLKWCzVc6MlNVolMUjwKDhtxAd1wCnw8baX75Ep1eOdwkubyZE8Ijs2p6GqUx756pc333BI7pZuuAXUk6fJTI6klum3Vin41u0bk5gUAA2q40zp87Wawzw3yudKqFJkya8+uqrADz11FNkZZ3/MkE/fvzUH3+gUYFVq1ZxzTXXMGDAANLS0pg/f365Fcn58+eTlpbGgAEDuOaaa/zBxn+YIqeJLEtqufaoF4vcnFKNRlWcTD5FakoaeoOeAUMux1hNNgOqF3pX3k+Z7JkKXV5/grKIolzl4xWpylMjJ6uIAEOA99+L5y/z/j105GCuv20isizz5P3PYzKamXrfbdzzsFJu9eIT/+O3peU/l27RjbWaLmCb1m7n2IETBAYFcNM9E8ttqyoIKktsQjTPvPMgb3/zIlFxEQB88cUXNbatBdBqtcybNw+P282ebVur3U+tUhGkC0av0aPXK6+HL+7gFYmIjGL4qDE8/+pMnn75TQYNu4rgkFDMJiNrf1/Oa88/xoyXn2bdmt+xFvneLU2lUhEVHVTusaSGLbnu+scICYnAZMxh0Y8zyc9Nr/Vcxw5vIz83Hb0hkD6XX+N9vLrOaBURRInUFCNqjZbho6cQGh6F2ZjP1x/Owe1yATJOsTSoEzwSu3eke0sI61M2pZzHwwczPwFg2gO3ExISXKfjtVot7Tu2A87NT+NiL3ZcTB588EF69uyJ2WzmoYceutjD8ePHTxn8gUYZTCYTkyZNYuTIkSxdurTGFcmlS5cycuRIJk2a5C+j+g9icuSTY02DWhyy/y5KSqcSEqsONNYUm/T1G9iHkJDgaoXg4PvKqIzSXcqYX/3E15eshigLla7pcYusL/b7APh0zpflPDOefeVxmrVoQk5WLi8+oQjBH3v+IW8A8sR9z7Lxz83Fz0fC4iykqvdKkqTSbMZto4mMjig/jloCjRI69mxLcHAQ48ePr/Z7oyKJiYlcd9117NiwvkptiUalJUgXilatBC2GkoyGs/7NBlQqFY2btmDSzVN4/f1PuOvBJ+nS/TLUGg2pKaf5+fsveO6Ru/h09lvs370DQaj9+UdGBaJWl29AEB2TyPgbHycqJhG7zcKSn94nPTW5mjOAy+Vg2yZFj3NZ36sIDCotPbKYnXgqBKwVMxqSJJOTXYTgUfwkwiPCmfLwwwQFh5CeksIPn32CKIqIklCurbIoSOzekUFOrrleZVMAvy1aS0ZqJjGx0dw85fraD6gCryD8HDpP/ZdM+yqi0WiYN28eGo2GhQsXsnz58os9JD9+/BTjDzTK8PXXX2O325k3b55PK5KfffYZdrudb7755m8aoZ9LgQJbDvm2Sys9n1OLK/ja3/8CYPhVVwBUa9SnTPh9C55kZApynVXWy5fgqqXzVAmeCiJ6p8PBvl1Km9gGjZIwFhj55tPvvduDgoN495MZaLVafl++miU/LUelUvHyjOcYNWYkHo/A/Xc8yp4d+7G4Cqtd7V2/cjMnj54mKCSQG6eNL7dNkiQkX/QqgMVURNqZTCZMmODT/iVMmDCB3KysSgJtnVpPkD4Etar0K7pEEO4+T54BWq2OLj16cddDT/H6e58w4aY7aNSkGaIosn/PTj6d8zbPP3o3C777gtSUU9UK7TUaNRFRgZUeDwmNZNzkR0lq2BK328kvi+Zy4tiuKs+xa9tKHPYiIiLj6dR1YPmNMuVKnIByWgYZGWOhA4+7+DEVJDUKIaFBErfefz9anY7kgwdZ9sP3yLKMS3CWy4hIosSuHWcpzKuHENzl5qs5PwIw7aEpBAZVfh18oZNXp1H/QOO/nNEA6NKlC088oXSmu//++7FY/j4fIz9+/FSPP9AoRpZlPvroozqvSI4bN465c+f6u1H9B5BlmVxrBkZH7sUeSiXKtretSFZGNgf3HUalUjFk5GDcbgFrNfoMoQ6ruk6HhyJTzZNep9O38wmip1x4k3zkIIIg0KRZYx597kEAPp/7NRZz6eShY5f2PPy04pg9/Zk3SE1JR6PR8Pbc1xlwRT8cdifTbryP5CNVr6SLosi8978DYPKU6wiPLN+OtGLwUxMOu/I6RNahZW3Z/d3eLIWKAG0ggbogKjYpNhjqptGoC6Fh4VwxfBTPvPIWz786k6FXXktYeATWoiLWr/2dGS8/w2svPM6a35ZhNlVuDRwdHUSlAQOGgCCuHX8/LVp3Q5JEVq/4in27/yy3j6kwhwN71gHQ/4pxaDSVF3mMhXbKxrNlg1uT0YnLVXqfJTQIQh+gdOVq0qIl10+9E5VKxc5NG/nrtxXISJXcv90eN0f2FVSpNaqJFT+vJiczl5j4aMbfVNnvw1c6dVUCjSMHj+Hx1K+pxLm0FP638OKLL9K8eXPS09N54YUXLvZw/Pjxgz/Q8FJQUEBycjLjx4+vfecyjB8/nuTkZAoLCy/QyPxcCkiyRE5RWnEJzqWFzWrHWqR096kqo/HHynUAdL+sKzFx0dV28gEfO04VU5DjrDX34XSI5bpTVYeEhFCm1e3hA3sA6NWvN9dcdyUt27TAYi7iy4+/LXfctAfv4LK+PbDZ7Dxx37MIgoBer+ODL9+lS89OWMxFPHLr82SkVs5A/fHrBlJOpBIaFsLkqddV2l6bPqMsgUFKtsForDwJr4mS/fUBAagp0WNU9o0AMBRnNC60C3JSw8aMu/5WXn33Y+577Dl69OqHVqsjKyONpQu+4/lH7+bDma+xa9tmb4tenV5DWFhAlefTanWMuPoOOnUbBMDmdYvZvG6xVwu0ef0SJEmkSbMONGnWocpzCB4Jq6U0OChJaFgsLhz20vcpNiGEoNDygUqHbt25dvINAKxZvozdWzbjkVwIJf4Xsogoi0gyHN1fQF52beJ8BZfLzdcfKk7kt943GZXOp8OqpEmzxoSGheJyujhx7FS9zvFfLp0qISgoiE8+UfQyH3zwAdu2bbvII/Ljx48/0CjGalUmavVdkSwqKjrvY/JzaSDJIlmWs1jd5os9lCrJy1HKpoKDgwgNDam0vaSt7bBRJWVT1QcavpZf2K0CdnvtQYkkybjdvonLSzxIZFnm8MF9ALTt2BWNRsNDT90LwJcff4ex0OQ9RqPR8PaHrxEaFsrenfv56H2lvaUh0MCMeS/Rok1TCnILeeSW58jPLQ0SBUHki/eVUqwbpo0jNKz86yZJYp1WiMMiQmnUvAELF1Xd8ao6Fi5cSERUHKZ8EJ06rx6jKs6HRqMuaDQaOnTuxpT7HuWNWZ9xw+130bxlG2RZ5sjBfXz58fs89/Bd/PDVJ5w+kUxUdPVlQ2q1mgFXTKDvgDEA7Nv9J2t++5ozpw6ScvoQarWaywePq3E8hWUCZEmSsNnc5TJzoWF6omOqHkPfK65g0MgrAVj87bccP3wIl2BHpnxAKctw7GAhOZm1e40s/+F38rILiE+K5drJI3ELTl9i6ipRq9V07KIIwg/tq1/51H+9dKqEYcOGceuttyLLMtOmTat3hsiPHz/nB3+gUUxIiDLRqO+KZGio733T/fxzECWBDPMZHJ66+QH8ndRk1mc2WdixWamLH3alEmhUZ9QHvgnBZVmmINdV7KVR+/hcPgjCATySgCTLZKanYiosQKfTEZfQHEmSGXnNMNp2aIPNamPeB1+VO65BoyRefus5AD585xP27NyP2VFIaHgw737zGkmNE8hMzeaxW5/HYlYWBFYv+5O0lAzCI8OYcPuYymOpwkiwJlQqFVdPHsriRYvJzs726ZisrCwWL15CUuNupJ4qYsfWdNb/eYp9uzM4e8ZYqbztXLpOnStBwcH0Hzycx194lZfenM2V144nMjoGh8PO5nVrmfnaC7w9/Qn2716NxVJ11k+lUtG913CGXXUrarWaE8d2s/rXLwHo1G0wkVHxNY7BbnV7S6RsVjfmMj4YeoOGmNiQGr0kRoy9jq69eiNJIt9/8jGpZ0/jFl3lMmmg3NbJh4xkpVf/mXc6nHwz9ycAbrv/evQGPRJincrtKtKpa0cADtQz0PivtretipkzZxITE8OhQ4d4++23L/Zw/Pj5T+MPNIqJjo6mTZs2LFq0qE7HLVy4iBYtWhEWFn6BRubnYuER3aSbT9e77eXfRWmgUVmfsW7tRgRBoFXbFjRt0QSPW6zWFRl8K52yGD2lwlsfIg2nD8Z9JecSJDeHD+wFoHW7jqhVWgrz7ajVah559n4Avv38B/Jzy3szjB5/NdeOH4Uoijx+7zNYrEr2KSYuive/fZ3o2EhOJafw1NSXKTJb+XL2DwDcdPdEgkPKt2cF6uXwPmzsQLQ6DVOmTEEQan4dBUFg6tQ70Wi1NGraFQnFr8PtFsjPs3MiOZ9tm1PZ8Odp9u/JLG7bqtTmXAiNRl2IS0jk2vHXM/3tD3n46Zfoffkg9AYDuTlZbFq3nG8/e5GlC2Zz7PC2Kt3P27TvxdXX3YNao0EQ3KhUajp06ufTtY0FDhwOD/m5Nu+tp9GolM5XqppbM6vVasbfdjst2rTF7XLx9Zw5ZGelFju/V+bEERMZZ6sONpZ8t4LCfCOJDeMZNWG493H3OXxXeAXh9c5oXPw225cKMTExvPfeewBMnz6dEydOXOQR+fHz38UfaBSjUqm49957WbRoUZ1WJJcsWcyAgVfz64rdbNmaTGpqPh5P/dok+rl0cAsu0s2n8YgXth7+fOB1Ba+ite3a30pM+oYANWczoPbJiijKGAtKJ+GyD4GGr52nQAnujhQHGu07dwMgO0sRgA8ZMYjO3TvisDv5dE5lB/CXZzxHYoME0s9mMGv6J97HGzRO5L1vXiM0LISDu49w76QnyEzNJjI6gnG3XFPpPKIk1mvStu3P3TgdLlauXMno0aOrNQ7LyspizJgxrF69ioHDbyQwSPFdUMwLhXK19m63SF6ujePH8snLUQKMjPRCUlNM2GwX995Uq9W0bteRW6c9wBuzPuOWO++ndVtlspyRdpw/Vn7Hlx8/y9rfvyE9NblcEBAb1wh1cZmYLEv8svgjjIU5tV4zv8DG2TMmxGIxeImPh0atBpUKqRZPG61Wy8333ktCgwYUWcx8MWcWZnP1uqtTySbSzpQvi7XbHHz38QIA7njoRnT6UnGGU6h/EFgiCE8+cgKXs+7vrb90qjw33XQTI0aMwOVycffdd/sbtvjxc5HwBxpluO222wgKCuLOO+/0aUXyzjunoTcEMGjwVQiiREZmIdt3nmD5r7vYtPkYZ1Jycbn89aH/NJweO+nm04h1EANfTHKraW3rcrrYUOxFMXyUEmgU1iAEl2QZuZbJiinfXc7DwJefbqdT9PlH3mYv4tSJYwB07NwdgNwcK6IooVKpeORpJavx/Zc/kZ1VfmIaGBLIC+88hkql4tcFq1i/arN3W4u2zXj7i1cwBOg5c1xxX77pnokEBlUWMFdlIFgbf/26mXef/xiAHgM6sX7jeho1asTEiRNZsGABa9asYcGCBUycOJFGjRrx519/cesDD9J7UE+iYgIICi7VZkiyiCAJlYI4jVYRgxdZbBw/lsfWjals/Os0B/ZkknbWhL0KB+2/i4CAQPr0H8zDz7zM4y/MpPfl1xAeEYvgcZN8ZAfLfp7DN5+9xLZNv2Ay5rJ9ywoEj4vIqATCwmMoshSw+Md3yc48U+01FAd6G0UWp/d+iowKRKdTOkyhArmGVsvesQYGcfuDDxEeGUl+Tg4/fPIJTmf1n4szJ8yknirtdrbom18wFVpo2DSJkdcNLT9GWahz2V0JSQ0TiYqJRBAEjh6u3nOkemR/+VQZVCoVH330EYGBgfz111989dVXF3tIfvz8J/EHGmWIiIhgwYIFrFq1irFjx9a4Ijl27FhWr17Fl198Q3RUVLntkiSTlW1k1+5T/LJiN+s3HOHU6Wwcjos3EfDjG3Z3ERnmM0j1NO+6GHhb28aXDzS2bNiO3e4gPjGOjl3aA2Csxj8Dai+b8rglLKaK93DtEztZlnG7fJsAnTx6FEmSiEtIJCZOqdkXPJLX96P/Ff3o0asbbpebj9+b5z1OkiTMzkK69unkdfd+85lZ5OWUllh16tGeqyeM8P777KnUSgGQLNe9bGrjqu28/cxcJElm+PgBPDfnQWZ89yyiKLJ06VImT57MiBEjmDx5MkuXLkUURR6b/iqt23cgJExHw6ahhEcYiIg0eI3v5OJSqrJZAK1WD4AolI7P5RLJzbWRfDSPLRvPsnHdGQ7uyyIt1YTjIgUeTZs3onf/Udw05UXGXf8Y7Ttfjt4QiLXIyO7tq/j+i+kc3q8EwP0GjWX8jY8TF98Yp9PGsp9nk3LqYKVzSrJMYaEDwSNht7mRJZmwcAMBAaUBmgpqzWiUEB4Zxe0PPoQhMJC002f46Yt5SGL192jKKQspJ8zYimz88Kki+J/y0E1otZpK+7rF+mU1VCqVV6dxaN+Rep3Dn9UoT/PmzZk+fToAjz/+ODk5tWfN/Pjxc37xBxoVGDlyJL/++isbN26kcePGTJ48udyK5OTJk2ncuDEbN25kxYoVTJp0HcOGdiYmpmoxuCzL5OaZ2bP3DL/+tpu/1h8i+XgmdvulX5LzX8PqMpNpOYvs42TlUiG3WKMRX0Gjsba429Twq4agUqnOWZ9RkOuq1FXH10yFr+VTyYeUSWb74mxGCdmZSvmKSqXi0eceAGDBd4vISMsEoMhl8gaHdz5yM206tsRiKuK1J2Z6zd1cThfrV2/xnvOX+av4bGZ5s01lcu97icXWP3bx5hNzkESJK0b3494XFaHzsX0nASXz2a5bKz5ZOYOpjz2CIAgEh4QQGlbq2REYrKVB0xCCQnRExQSg1yuTVxkZQRaUMSF7Aw1BqD6AcDkFcrKtJB/JY/PGs2wqDjzSU8047H9P4KFWq4iKCkSlUpHYoDlXDL+BO+5+jRFX30Hjpu3L7bty+Tw2/vkz3XuPoHHTdgiCh9+WfcqRA6XvkwyYTU7cxUJwt0dCq1MTElK5DXBNGo2KxCTGc/20qWi0Go7tP8AvC+bX+N6nninik7d/wmIqokmLRgwbPajK/VyecymfUl6fA3sP1et4f6BRmUceeYRu3bphNBp59NFHL/Zw/Pj5z+EPNKpg5MiRnD17lpkzZ7J///5yK5L79+9n5syZpKamMmKEsjoaGKhn0ID2tG6VVOu58/OLOHDwLCt+38PaPw5wLDmDoqJLW2z8X8DsKCC7KBVfXbEvJXJyKms0RFHkj1XrABhWXDZlNNZ8n9XUh99hE7BbqwpEfHu9nD4EGrIsk3xImWC17dCp3LaS8imA3pdfRt8BvfB4BD6c+Qk2txWXWPrcdHodL73/FIYAAzs37eXnr5YBsPSH3yjILSQ+KY5HX1GM/r7+cD7z5y32HluXbMb2dXt47ZH3EQWRgaN688D0O1Crla/U3RtLV+VPHDxNdHQ0KpXyGoRV0ULbEKClUbNQAgK1REQZCAnTef3vSoTiGq2iBRAE3xcpnMWBx7EjuaWBx/4sMtLMFzTDGhkdhKqMgZ9Wp6dV2x6079QXAJVaTURkHKIocDJ5DyuXzyMvN52o6ERkWeavNT+wc+vvyLJMUQWvDL1ejUZT9U9XXbQ1kiTSrHUrxt58MwDb1q1jw+qV1e7vsNlYsfBXAKY8fCMaTeVsBoAgu+tdwtSpm5LROOjvPHXe0Gq1fPbZZ6jVan788Ud+//33iz2kfw2yLJOfn09KSgr5+fl+HYyfKvEHGtUQERHBQw89xNGjR8nPz+fMmTPk5+dz9OhRHnroIcLDy3eZUqvVdOnchD69W1eZTq8Ko8nGwUOprFy9j9Vr93P4SBpms29mUX7OH4X2XPJsmRd7GPVCluUyruClpVP7dx+kIK+Q0LBQevXrAdQuBK8u0PC2s61qm4/j9MUhPCs9jSKzGZ1eT+NWzcuPTZAoyCv1NnjkGSWrsXj+cpKPH6t0riYtGvHgC9MA+HjGlxzZd4xv5yoC3tsfvIEJt17L3U/eDsCc1z5jxc+rkWXf29ru3nyAVx9+D0EQ6Te8Bw+/NtU7+fV4BPZtVSaKkbERCILI4Z3JWItMAERERlV5Tq1OTcOmIQQGaQkK1hERE+A9p4wMxX+LQj21Q3Jx4JFl5ejhXDZvOMvm9Skc2p9NRroZp/P8aZK0WjXhkeU9LQSPm83rlwLQo9dIbrzj/5h089N06jaIgIBgHPYiCgtKy1V3bFnByl++wlLmO1GjVRMeEYjTKSBKlYMKX5oTgHJPl2Q/OvXszojrlBbHKxcvZt+O7VUes+mPtTgdDuKTGtCwaccaJ1X17VTXqYsiCD91/DQ2a91/C/ydp6qmR48ePPLIIwDcc889Xt8s/0S5fphMJmbNmkW7du2IjY2lWbNmxMbG0q5dO2bNmoXJZLrYQ/RzCeEPNGpBpVIRHR1N06ZNi1clVTXu36hhNEOHdCIsrHLLzJowm+0cOZrO6rX7+X3VXg4eSqXQeOl6N/wbkGWZPGsmhfZ/bt2u2WTB7VJWpstqNEpM+q4YMRCdTlkJr8moD0CqpnSqyCzgdlUzgfHRS8PtEmsV6h4vzma0aNMWlUZdadKUnVX6eejeqysDh16OKIp8Ofv7Ks839sZRXD60N263h6enTcdYYCKpcQKjxg8D4JZ7J3HDnYpJ3JvPzGLdqo348mT2bjvIK/e/g8ct0OuKrjw24y40ZRYXju09idPuIiI6jD5XKCVguzfvp8hsAqrOaJSg0app0CSE4BAdOp2aqJgAAgIVHUJJ6ZRHcPk8oa4RGRwOD9lZRRw9lMum9Sls3pDCoQPZZKZbzjnwiI4p/x24b/efFFkKCAmJoHuvYahUKmLjGzFwyERuv+c1rho9jWYtO3uzQgCnT+xm5fIZpJ09gCyLxSVZytjttgr+F3Uoeayoweo75Ap6D1ZKoRZ+9SWnkssHrzarlc1/rAVg2LWjyc1yknzIiFTNPe2qp04jNj6GhKR4xbTyQN11Gv7SqeqZPn06TZs2JTU1laeeeso/Ua4nq1atokmTJjzxxBN07dq1XGl5165deeKJJ2jSpAmrVq262EP1c4ngDzQuAGGhgQwZ3JHGjWLqdbzV6uRYcgZ//HmQFb/vYd/+M+TnW/yrLecRWZbJsaZjdhbUvvMlTIk+IzIqAkOAUrMuyzJrVpS0tVVM+jwekSJzzZOfqiYpkiRjzK+tVMcXQTi4avHTKNFntOnUCZDxVOj6lZdbWj4lyzDlEaXkZfWyv0g5mVrpfCqVimfffISIqHAK8xVjzTseuhGtTuvdfv9zd3L1xOFIksQrD73Fvm0118Yf3HWUl+97B7fLQ48BnXjynXu85yth98YDAPQc0JXLBnRVHtt0AFOh0kY1PCKixmuo1CoSGwUTFqFHpYawCD1hkQa0xV2nRMFdrNs4z6vXMjjsHrIzizhyKIfNxYHH4YPZZGVYcNUx8DAYtISEKWO2FpnYvX01AH0HjkWnK6+v0Gi0NG/VhVFj7uL2u1+n76DxBIUomR+X08qurfP5bekbbN24mNycNGRZVkThZe69ugRfFUuMVCoVI8eNpV3XLoiiyLdzPyQ7I927feOa1bicThIbNaJ9164A5GbZST5YWGWw4RHdXm1QXSkpnzq0v+6Bhi8+OP9VgoOD+eijjwD49NNP/RPlerBq1SquueYaBgwYQFpaGvPnz2fixIkMGzaMiRMnMn/+fNLS0hgwYADXXHON/zX0A/gDjQuGTqehd69WdOvazNtJpj7Y7S5OnMzmr/WH+XXFbvbsPU12jqneP2J+lPKCLMtZrC7TxR7KOVNV2dTJ46c5eyYVvUHPgCGXA2CqRZ8BIFZRdmEqcCMKNU/gfJ3g1aTTcNhspJ4+DUCbDspEq6KHiShIilEbYHNbaNWxKQOG90WSJD5/v+qsRmRMBL0H9fD+OyKqfMmjSqXiqdcfZsCIvng8Aq/cP5Pkg6eqPNeRfcm8eM9buBxuuvRtz9Pv3V/OQ6H4jOzZqAQrvQZ2pUufDmi0GjLOZpNXHBSG15DRKDuu+KRgomKU9rsBARqi40KLXwd3qedGFW1wzxdyceCRlVHE4YM5bFp/li0bUzh8MMfnwKMkq7F14zIEwU1iUnNate1R4zE6QxBJDXsy8pon6N57gtdvw+2yc3DvepbOf4c/Vs7i6KH1FBaULhTUp2yqLGq1mnG33ULjFs1xOZ18OXsWZmMhVouFLX/+AcDwa8eUy7jk5Tg4ur+gXMvnktHUN6vRqUv9BeH+0qmaUalUqNVqRowY4Z8o1xGTycSkSZMYOXIkS5cuJSEhocr9EhISWLp0KSNHjmTSpEn+7JAff6BxoWnZIoFBAzsQGKg/53M5XR5Onc5h46aj/LJiNzt3nSQry+hd5fVTO6IkkGk+g91TVPvO/wBySjw0ypRNlZj09RvYh5AQxQyusIa2tlC8wlthkiJ4JMyFtQuGfZ3mumrQaZw4ekRpa5uYSGSMkgmUZAmhwspzTnYRTo/T+/7d+egtAPy5YgMnj1b2YCiyWNnyxw7vv998ZhamQnO5fbRaDS+89xhd+3TAYXfyf3e9SeqpjHL7HDtwghfumoHD5qRTr7Y8N+sB9IbyQYYKNaZsC6mnMlBr1HTr14ngkCDadWkFQG6G74FGCdFxgcTGK5N1g6G4va3oqSQUv1DBRlmULIKHrAwLhw/msHn9WbZsSuHIoRyyM4twuSq/v8HBegoLUjl+dCegov+QCTWWn4qSTGG+3Ttxb9KsO1eOeZjgkAgANBodarWGInMuh/ev5KevX+GXRXM5cWwXHh+7PdVUXqTT6bj+rjuJiY/HYjLx5ezZ/LHiVzxuNw2bNqVt586VjinIc3J4X36l72F3Pc37vILwvXUXhPtLp6qnZKJ81VVXsXz5cv9EuY58/fXX2O125s2bh1arrXHfEgG+3W7nm2++qXFfP/9+/IHG30BMdCjDhnQmLja89p19xO0WSDmbx6Ytx1j+6y627zhBWnoBguD/oakOQfSQYT6DU/j3CO5LSqfiyrS2Xfv7XwAMLy6bAjDWos+oSghemFe5nW3V+JjRqKF0qkSf0aZj+W5TFc3zsrMtmOylq9gt2zVjyNUDAfj8/W8rnXf+vMUUWaw0bdmYJi0aUpBbyFvPz6lUhqjWqnjxg8dp3akFFpOV5+58ndzMfGVsh0/xwrQ3sRc5aN+9Fc/PeQhDYPnSH7VKg15rYFdx2VT7rq0JDQ8BoEd/ZXJqMSvBUXg1YvDqiIg2kNgwGJ1euaYkiYRGaNFoSjw3lOzG372aLckydquHzHQLhw5ks3l9Cls3pXD0UA7ZWUrgIUkSG/9UfCfadexDXHzjGs9nLLQjCCXlcTKy7CQyKpRrxt1DZHQCouhBo9HSovXlRMU0RpZlUlOOsHrFV7w7/UkWf/sNKSdP1lhmWlt5UVBwMDfddzchYWHkZGawff06AIZdO6baIMlY4OLw3gJEofQ9cItOpHqUu5Y4hKempGE2WWrZuzw1dY77r+OfKCufKY/Hg8PhwGKxUFBQQE5ODunp6Zw5c4YTJ05w5MgRDhw4wO7du9m2bRubNm3izz//ZObMmYwbN67aAK0iiYmJjBs3jrlz5/rLvv/j1Pxp83PeCAjQMXBAOw4fSePosYzaD6gDgiCSmpZPalo+Wo2a+PgIGjaIJjExAp3O/xYDuEUXmeYzCP8Qt29fKXEFL2ltm5WZzYG9h1CpVAwZORhQ9BmWGvwzgEou6E6HiNXiW723LAM+VAe6XSKSKKPWlN9ZkiSSDyuBRuvisqkSBMmNRCBqQAIcTisFeRpiE0qFxlMfuYl1v29iw+qtHD1wnHadWwNgNlpY8OVSAO587BYaNE5g2nWPsn7lZlb8vJprJo0sHr+MKAkEBQfyv0+e4slbppN6KoNnp77OAy/fweuPzMZqsdOmSwv+b+7DBASVDzK0Kh0ajdKOdueGfQBcNqird3uP/p35etYCpOIV77DIiNpfrAqEhOlp3KI0QFGpBCJjgrBa3DgdAiAjygKyrEat1qDy5Q05z0iSjM3qwWb1kJFuQa1WkZW+j/TU0+h0Bnr0HlXtsTJgMjpxu0TcbgepZ/aQemYXZlNpo4aoqHjCwmOwmPM5fXIbPXtPoEfvCWRlHCDl1G6sRUZ2btrIzk0biY6Lo1ufvnTv05fI6OjS61RTNlWRyOhobrrvbj57+10kUSQoOJiW7drVeIyp0MWhPfl06BaDVqdGRsYtuAjQVXafr4nwiDAaN21EakoaB/cdpv/gvj4fK/nb21aJLMt89NFHjB8/vs4T5Q8++ICJEyciiiIejwePx4MgCJX+ruqxuv59oc8hCOem4Zk5c2ad9h8/fjwLFiygsLCQ6DKfQz//Lfyz0L8RlUpFxw6NiYoMYceuk3g85/9HQRAlMjILycgsRK1WERcXToOkKBokRWEwVKwn/2/gFBxkmlP+UW7fvpKTXV6j8efKdQB0v6wrMXHKF7vJ6KC21ETFldDCatrZVo3vq1Uup0BgcPn7MCs9DavFgt5goGnLlhXOLCOIbvQaPS6PHVEWyc9xlAs0mrZszIgxV7ByyR/Me+9bZn75PwB++GwRdquDVu2bM2hkP9RqNXc9ditzZ3zB+698TNdenWjYNKk4+FSeQ3hkGK/Ne5bHb3yZjJQsXpj6JqIo0bJDU1786BECg8u2bFWh0+jRqJSOU26X2ysmv2xgV+9eLds3IyQsCKvFjiEwAL2+stGcL4SGBaDRaBFFAY/HjSEgiLAIPXq9miKLB1mWkZCQJRmNWoPqIiesXS4nu3f8BkCL1oPIyvRQUFBAYKCO4GA9wcF6NFpljBazE6fDQ07WcXZt+wlR8DB+/DgmTJhAZGQkRqORhQsXsnjxYrRaHYLgYefWn+jUbRRt2g+l/xXXYrGd5tjBHRzas4eC3FzWLl/G2uXLaN6mDd379qNjt+5o9b7/5AUFh3j/tttsrF66hKvGT6jxGLPJzcHd+XTsEYNOp8YtOuocaAB06tZBCTT2HqpboOHPaFRJQUEBycnJ/O9//6vTcSUT5aSk2j2y/slotVp0Op33/xX/liSJU6dOEVmHsk/Au39RUZE/0PgP4w80LgJJSVEMG9KZrduPYzLZaj+gnkiSTHa2iexsE3v2niE2JoyGDaNISow6L5qRfwJ2t5WsorN1cgz+J+HNaBSXTq0pLpsaNsr3siko34XHavH4ZLBXQl30AU6HWCnQSD6odJtq2bYdWl3lYNhTbKJX8v/CfCeiIHknqaB0k1qz/C+2rdvFwd1HaNgkiYXFRn1TH7nFK+C9fto4tq7fxd5tB3jl0bf4aME7eOTy5Vkx8VHc//IdvHzPO4iiRECggWdnP0BwaGlwo0KNXqNHpSodw4GdR3E53cTER9GsdWmJkFqtplmbJhzcebQK8Xjd0Bv0OOwCKkqD5oAgLTq9GovJjccjeUup1Cp1cRD092c3AI4fWYfLWURwSDSt2l2O3Sbicir/mYxO1CrQGbSo1SpEUcJsPMP2Td8ycuRIvvji80orzxMnTiQ7O5spU6eyauVKJEni4N7fcNgtXD54LE1btKZTj46Mvv5GDu/dw56tWzl9PJnTycp/y3/8gXZdu9Cl12U0bdWynKi7KjauXo0kikTHx1GQk8uG1asIj4yk35ChNR5XZHFzcFcenXrEoMKJLEMtXdEr0blbR1YsWcnBOnae8pdOVU2Jb0Z9J8pAtZPwuvx9KZ5Do9FUKgmUZRm36MQlOHEJDjJzMujashdGo7FOr1/J/qGhoXU6zs+/C3+gcZEICQngikEd2LvvDCln8y749WRZJjfPTG6emT17zxAdHUqDpCgaNogiOLjuK27/BKwuCzlFqX+LUPZiUZLRiE+Mw2K2sH3TTgCGXVkaaNQmBIfSlVBJkinMq6NjdImXhg+Tqapa3CZXo88oQRDdiKLHO1sTRZnCfGe5rEbDpklcNX44vy5YxWfvfkOrdi1wOly069ya/sN6e/fTaDT838wnuO2q+ziyL5kv5/zA9feNLvNUZNLOpjP7xXnIsoxKrcLpcPHx/77l6XfvQ6vTolZp0Gn0lcqTvGVTA7tW+uFOaBTHwZ1HET0C9Zp5FqM3BOCw24mK0YBK4309NVo1kdEBWIs8Xn8JSZaQZRmNWvu3l1JZiwo4mbwJgE7dRqHV6tAbyr//kgx2mxu3S0QQnOzbOZ+RI0eyfPmyamvoExISWL5sGaNHj2Ht2rV4PG5OJm/C5Srixml3AHoMAQF079uP7n37YSosYO+2bezeuoWC3Fz2b9/B/u07CI+MpHOvy+ja+zKi4+IqXcdUWMieLdsAuPb6yaSfOcva5cv5dcFPhEVE0rF791qev4cDu/Lp1CMGT4ALvbZuWayOxZ2nDtax85S/G2F5srKyWLBgIfPnzweo90Q5Ly+PmJj6tau/1JFlGZfgwCk4cAkOXIITt+Ao97sZFGagectmLFq0iIkTJ/p87kWLFtGmTRuiouqmS/Pz78IvBr+IaLUaLuvZkh7dm59TC9z6UFBQxIGDZ/lt5V7W/nGAY8kZFBXVz832UsTiNJL9Lw8yRFEkP1cRRsclxLJu7UYEQaBlmxY0bdEE8E2fAaUZDYvRg+Cpz2TF1xa35cvXbFYraWeUtratO3asfIAs4xbdCBXK3vKyK9+rdzx4A1qdlt1b9rPom+WAos2oOOmPT4rlidcUZ/FvPvyJI3uPF19KJiMtk+enzqAgx0jD5ok889596A06dq7bzwcvfYVa1qDTGKqcuO9cvw8oXzZVQmiY0v3LYXdgtda/45m+uPOUIHpo1DSUoOAyE3IVhITpiIgyeL9PZBT9yd8tFD+073ckSSQuoRUJSW0BMOi15YJRSZJwu5X7Li/nIJIk8MUXn/sk1P3883lIkkSjJl1RqdSkpeznx8/n4nSUvy8ioqK5YtTVPD79Ve564gl6XN4PQ2AgZqORjatWM2f6a8yb+R67Nm3GYS8NyDesVLIZzdq0pmmrllw+fCi9BgxElmV++mIeKSdP1voa2Kwe9u/Mw2Ktu/Fqh87tUalUZGfmkJeT7/Nx/8by0Lrg8Qjs2Lmfp595kc6de9CgQQMeeeQhtm3bglar5eeff67T+Uomyv+Wsh9ZlnEKDszOQnKtGaSZTnK64DBpppPkWTOwOAtxCfZKv5sqlYobbp/IokWLyM7O9ulaWVlZLF68mPvuu69Wo2M//278gcYlQPNm8VwxuCNBQfWr3T5XjCYbBw+lsnL1Plat2c/hI2mYzf/czkxGex651nTqoh34J1KQV4goiqjVaqJjolj7W+VuU2ajs1Z9hiSDLEsIgoSpoI7ZjGJ8faU9HqlcZ54TRw4jyzLxSQ2IqLjqJYNbdIMsFbffLd1UmO+sFBAlNIxn9OQri68j0KlHO3oPrNqzYdg1g7jyuqFIksRbT32ItchGZkYWz0+dQV5mAUlN4pk+7wl6D+nOE+/cg1qjZt0vW/n87flVvp4ZKVlkpmaj1Wno2rdywGQrE8QfP1L3tqUl6A3Kd4Tb5UKlVpHUOITQcH2FfTRExQZgCFC0I3KxUPzvaoObm32SrIwjqFRqOnUb5Z1kqNQqdDplTJIs43Ir76ksy+Tl7Gf8+Lp2tLkOizmTPgNuQaPVk3r6OJ/OfBtLsQN7WVQqFQ2aNeXaGybzxGvTmXDHbbRs3w6VSkX6mRR+nb+Ad577P37+4it2b9nK3m3bAbji6lHFx8OoSRNo17kLgsfDNx/OITc7q9ZxOuwC27edxWGvWxOK4JAgWrRuDsDB/b7fLzLyf8ZLQ5ZlzGY7p05ns+Dnldx2+wO0adOB3r268taM/3Hw4B5kWaZVqw5cc+0NBAeHsXjx4v/MRFmSJSWocBQHFcaTnCo4THq5oMLh83fCuOtHExgYwNSpU2sVlQuCwLRp0wgKCuLWW289H0/Hzz8Yf6BxiRAVGcLwoZ1JSIi4qOOwWOwcOZrO6rX7+X3VXg4cPEtB4T/HcyLflkWB3bcfkn86uTlKyV1sXAyiILLhD6VUZdioId59Cgt9KZtSxNDGPHeVLse+UJcJbNnymeOHS8qmKk/OBVlALqk5l6VyEyhJUsqnKnLV+NL6+f7D+tQ4QXjkpXuIbxBLdnou773wCf9351vkpOcR3zCW6fOeICo2AoDeg7vz2Gt3A7Ds25X8MHdxpXPt3LgfgI492hJUTjCukJdd2pL3xOH6BxoGg1Lm6HYqWSqVSkVCUhCR0RXa7apVhEcaCA3Xe1+DUs+NCzcRlSSRA3t/BaB5q96EhcdXGL9Gqf92CZQMQxAc2Kx5TJhQs9C6IhMmTMBsykWni6VXv9swBASTlZbGxzPeJK/CZFLpNqXcSzq9no49unPzfffw2KuvMHzsGOISExEFgcN79vLLD/ORJYmIqCgMhjKvq0pm0pSpNGzaDIfdzpezZ1FkLu/JUhUOu4dtW85gt9UtiC9pc1vn8ql/qU7D6fSQmVnIocOprN9wmHfe/Ybb77iXgQN6M3nSVXzz9YecOXMclVpNh47dmTL1MeZ+vIQhQ69lzeolmM2FyDJMmTLlXzdRlmQJp8euBBVFSlBxuuCIElTYioMK0cG5LL6FhYfx9CuP8/vvvzN69GiysqoOtLOyshg7diyrVq3i559/JiIiot7X9PPvwK/RuITQ67X079eWo8cyOHwk7WIPB6vVSfLxTJKPZxIUZKBBUiQNG0QTHR16ya3wyLJMrjWDIlfdanD/yZTtOLV14w5sNjvxiXHe+m4Aow/6DEFSBLpF5nNp/Vs3QXhQiNLJ5HjxpLuiPkOSJEWXUfYxWUBN6ep9XraduMSgcvv8+vMa79/rft/MTXdPrPZe1QdreWLGvTx1y3Q2r1a0LbGJUfzv8yeISVCyKyV6jGFjBmIrsvPRa1/z7QcLCY0IYfRNI73n2rlhL1B12RRAfplA4+TRo4r+ox6fIV1x6ZTbXaYcTqUiJj4IrVZNXk750qHAEqG40Y0gVBSKn/+v/5RTOygy56LXB9G247BK29UaFaIglfOGFItF/vXvaGPDEBBN5563cGTfAowFBXw0401uufcBmrVWuphVN/kODQ/n8mFD6Df0CrLS09n21zoO7NgFKDqNj96YQWKjhnTp3YtOPXoQEhbGbfc/yMdvv0lBbi5fzZnNXU88iSGgZp1bkc3Bjq1pXNanIcEhvmWuO3fryJKflnNwX90E4ZIk/eOXECVJwmiyUVhoVf4zWrGYbRxLPsCO7evZsX09+fmlrY+1Wh2dO19Gr96D6dnzcsLCI7EWWfjkkzfZvm0dgLdj28qVKxk9ejSff/45iYmJla6dlZXFnXfeyerVq1mxYsUlN1GWZAl3sUi7RKytuNBf2Gyly+Xm+y9+QpZl1q5dS+PGjRk3bhzjx4/3doZbtGgRixcvJigoiBUrVjBixIgLOiY//wz8gcYlhkqlon27hkRFhbB9xwnc7kuj5tZud3HiZDYnTmYTYNDRoEEUSUlRxMWG1dq95UIjyRLZRWnY3XUzt/qnk5NVGmis/V1xAx925RXe90MQJMxmX/QZQh3b2VbGVy8NKNVpZKSexVZUhCEggCYtW5Q5l1xs1Ff+h1OURLTqUiG1sbh8SqtTnm9mWja/LlgFgF6v4+iB42z+Yzv9h/WpchxuwUl842jCIkMxFxahUql4bMZdxCUpos+y/hgAY26+EovJyvcfLmLuq18REhbMkGv747Q7ObDjKACXDexW5bXycwoB0Bl0WC0WstPTSWzUyLcXrAwlGQ2Xq/L7FREdgEajIifLXq66S6tVExkTgK3Ijd2mvPaKUNxzXoXiLpedIwfXAtCu0zD0+sqZHYfNg6qCHi0wQNmvvkJdZC2iKKHVR9C5xy0cOfAzZmMmn7//LpcPvYF2XToTHK4mKFjlvVcqolKpSGrUCLk4o5fUuDFhkREcP3SYrLR0stLSWb14Ka06dqB7377cet/9fDrzHTLTUvn+k4+57YEH0Giq/zkVJQ9ul8COrWn07N2I0LDag42OXYsF4fsO1SkwFWUBuDhluPXFbndRUGiloKCIQqMVk8mGKEoIHg+HDu9mx/b17NyxAbO59B4xGALo1q0vvfsMplv3fgQFBXu3HTm8lzmzX6GgIBe1RoNBH4DDYSM2LpG83CxWr15N48aNue666yq1UF6yZAl6fQD/e3UOgwcPqWq4fxtlg4oSsbZbdHExyoLf+d/7HD10jKjoSNavX8+ff/zF3LlzWbBggXefNm3aMHPmTG677TbCw8+fQbGffzb+QOMSJSE+guFDO7N123EKjXUXE15InC4Pp07ncOp0Dnq9lqREJdMRFxeORvP3Bh2iJJJlOYtTuHBtgi9VSlrbxsbFsKYk0ChTNuWLfwaA2eLAYT/Xcou6l05529q2a186SZNL3MCrKu+REWXRuxIvyVCQ5yA+SZlgfDXnB0RB5LL+3WjTsSXfffwz8977ln5DelUKht2Ck7yCPF666x3MhUVotBpEQeSHD5fyyqdPYNAZqlzxv/n+8RSZilj+/WreefYjpeWtDB63h/gGsTRqXrnfvs1qx25VMg2derZlz+aDHD98qF6BRokY3FNFoAEQGmFAo1WTlW4rVwanUimmf3q9BotZKZErEYqrVRrUqnP/3B47tBaP20FYeAJNW1xWabvD4cHjkdBo1KjVIpIEOr0ajSaY0LBYFi5cWKeONgsXLiQ4OAaVOgBRlMEjoVYbaN/lBpIPL6Uw7xQbVn9LQe7VNGzeFb1eTWCQhtAIHeGROoJCtOUCj9ysbA7u3gPAtTdMJrFRQ2xWK4d272Hfth1kpaWRfOAgyQcOEhQcTIs2bTlyYD8njhxmybffMv6226sNBkRZRJIlPG7YuS2Nnr0bEhZecxakXYc2aLVaCvONZKZn0aCRb14Ol3rplCCIGI02CgqLKCy0UlBoxeksLStzuZzs37ed7dvXsXvXZuz20t+/4OBQevTsT+/eg+jSpbdXs1R6boGFP3/BksVfI8sycXGJuD1uTMYCGjZsSpFVWYy6btythISEs2bNknIC8QYNm3DzLQ8wePAogoJD2LDxCAMHtEdfB/+V+iLJUvksxUUMKiry1+oNfPXJdwDM/fQDOnboRMcOnXjwwQcpLCykqKiI0NBQoqKiLrlqBz8XH3+gcQkTFGRg8KAO7D+QwqnTObUfcBFwuwVSzuaRcjYPrVZDYkIEDRpEk5gQgVaruaDXFiSBTPMZ3GLlWv3/ArnFpVOSLFOQV0hoWCi9+vX0bvelra0sy+Rln3uQVheNhiBICB6pSn2GIHlKdRlVIEoiGnXp11ZethJopJ3JYOXiPwCY9titNGyaxOLvfuXEkdOsX7mZwVf1x2y04LA70Ro0OAUrr9z9LmeOpREeFcZDr03hrcfmcnD7MX777k8mTLm2yuurVCruee42iiw2/vplM6898j49Lu8MVN3WFqAgR1mFDQkLpteg7kqgceQwg668yufXrAR9DRmNEoJCdDRsEkJGqlWZgJc9PkBDlC4Ai8mN2y16heLn6ihuMWVz5uQOADp3vxq1uvxn3+UScLtK31eNVo1KUjrviZJETFwXFi1ShLq+CMIVoe4SkhoOQqVSVbj/dHToOoHjh38nJ/MAh/f9irXIROPml2MxqcnLdqLRqNEZVASH6AiPUv77a8VvIMu069KZxEYNAQgOCaH3oIH0HjSQ3Kws9m3fwYEdu7BaLBzcs9t7xd1btxAQFMQ1kyZXO2aP5MGgMSB4RHZtT6P7ZQ2JiKyc9SnBEGCgTftWHD5wlIP7DvseaFxCLW5lWabI6iwugSqioNCK2WxHrrAAYrMVsWf3FrZvX8++vVvLlQaGR0TRq9cgevceRPsO3avtSpaTk8HsWS9z4rhSjtnv8mGcOnUUk7GAxKTGdO7Si99WLCA+Pomx192KXm/gqlETsVotOBx2AgODCAkJK/cZNppsbNx0lIED2qHTnb/pUmlQURpYXCpBRUVys/N4+qH/A+COu29l0nU3eLepVCqio6P/NV25/FwY/IHGJY5Go6Z7t+ZERYWyd+9pBPHS+RGpiCCIpKUXkJZegFajJj4+goYNoklMjDivX9IAHtFFhjkFQapfl6R/AyWlU1kZivB18PAB6MsYwhkLa29XXFjgUIS550odvDQACvJNpKekANC6gxJoiJKIKNWsE5FlEVmWvEZ5pgInHo/EF7O+RxQl+g3pRYduSjvVyVOu48vZP/DuS3P5bOa3nD1dqnsKDArEYXcQEhbM9HmP06RVQ+58+kY+fPkrvn5/Ad37daZ52yZVjkGtVvP4a/dgL3Kwfd0etv2lrIJXp88oEYLHxEfRo78SlJw9dQq3y1VpRbY29PpijUYNgQaAIVBLo6ahZKRa8VTozqXWqIiIMmC3e7BZPMhwTo7isixzYO8KZFkiqWEHYuNblNvu8YiV2hobArQIgoTbJSCKMjFxnUg/u4kpU6bW6KMByqr11Kl3olZriYrtUGm7JEmo0NCm49UYAkJIPb2Fs6c24XIW0ardSGS1GlEQcbvAZhHIzXRgt+VxdJ8i6G/ZbiDGAheh4Tq0ZUwh4xITGTF2DEOvvYbTycc5sGMXR/fvR/Ao9+zmP9Zy4sgRrhg1ig5du6HTl+8GJohKoAEgeCR270inW88GREWX1xmVpWPXDkqgsfcwV147vNr9ynIxTfvcbsEbUBQUBxceT9XjMZsL2bljIzu2r+fgoV2IZQTasXGJ9O49iF69B9O6VQfUmpoXrTZtXM1nn76Fw2EnKCiEW257kN9W/EROdgaxsQncd9/zTH/lQQBuue1B9HrlfVCpVISGhhMaWn2ZT6HRyoaN9Q82JFksk6W4tIOKikiSxJMPPI+xwEi7jm155+13/BkLP3XGH2j8Q2jaJJbIiGC2bEvGar30V/AFUSIjs5CMzELUahVxceE0SIqiQVIUBsO5uSO7BCeZ5hRE+VzEy/98SrpOJR9WfCCGX1VaNiWKEhZzzfeJKEjk5VqRLmAXouo4fkipO09o2JDwyEhkWUYQfQsaRUlEW1yiJ8mwb/tx1ixfB8Cdj97i3a9F22ZoNBrMxiKGDRnB22/O9NZi//zzzyxevBhRECnMNdG8dTOunjSCPRsPsfWPXbz5xBzmLHwdQ4C+qiGg1Wl57r2Hefzmlzl5+AwAsYlVr+qVCMFjEqJo2DSRmPho8nMKOH08mbadOvv0nEso2962NnQGDY2aKcFGJaNEFQQF69DpNRQZ3QhiWaG4pthR3DeyMo6Sl3MKtVpLx67lszSCKGGv0NpVpVYWUFxOwZtx0WoDaNlmDKtWLWT06DF8/vm8aoW6U6feyapVq2jRehxabQDKhK18lCsKMlq9mmYtB6PXh3Dy2GqyM/bjcdto23kMGk3576AzJzYAEJvQDnNhCHs3F6LRqggM0hIaoSUiWk9YhI7AYC0ajYZW7dvRqn0HZI/Igd27+XPFr5iNRnKzMvnp83kYAgLp3LMn3fv2o0mLFqhUKkRZQJJl1CXGk4LEnp0ZdOuZRHRMMFXRuWsHfvpmIQf3+d556u8qnZIkCbPZTqFREWwXFBRRVMtvU35eNjt2rGf79vUcO3YAuUz2pWHDZvTqrWQumjZr7dOE1m638cW8mWzYsBKANm07M+2uJ5j7weukpZ4mMiqGF1+ew/ffzsXjcdOxYw8uu2xgnZ9rodHKhk1HGdi/5mCjfFCh6Co84rnp3y4m8z78ii3rtxEYFMBHX8whKjT2Yg/Jzz8Qf6DxDyI8PIhhQzqxc9cpMjILL/ZwfEaSZLKzTWRnm9iz9wyxMWE0bBhFUmIUgYFVT+Sqw+GxkWU5e8nXIf8d5BRrNHJz8tDpdQwYerl3m7HQ4RW2Vkderg1BkHzScfiCjOxz6c3Jo2W6TckU/xj7Ng5RFtHKOu+88tuP5iPLMgNH9qNNR6XL0Pb1u3n5oTcZOXIEn3/+RaVynIkTJ5Kdnc3UqVN59YHZvPLRk/Ts34VH/jeNY/tPknoqg89n/sB9z99e7TgMAXr6De3pDTRevu8dZn7/MrEJ5QOO/GzlsxoTr9Qvd+nTiT+WreP44cP1DzTcvk1eNFo1DZuEkpVu9QrBy6LTqYmMDcBqceOwlwjFxWJH8dpLqURR4NDe3wBo2bY/wSGlXiiiJGG3usu8rTKiKKNBhdslotGo8agk7/aIqOa0aT+BtWuX0ahRY8aNqyzUXbx4CWq1lhatxxEW0ayGccloZOWaSY27ozcEc/TgcgryTnJw13w6dJuArlisXmTJpiD3BKCiSfPSz5AoyFgtHqwWD1mpDtQaFXqDmqAQLWGROkLDdASHGuh62eX0vLw/P3zyMYf3Kd3HXE4HOzdtZOemjUTHxdGtT1+69+5DQEIQek3pd54kSuzdmUGXHknExoVUeh4di1vcHth7mNSUNEJCQ4iMiqhxEn6hvhsdDncZXUURJqPNpwx7ZmYq27etY8f2dZw6dazcthYt2tKr92B69R5IgwZN6zSekyeOMOv9F8nJyUSlVjNx4hSuGjWBN19/ktOnjxEWFsGLL82mID+Xbdv+QqVWc/sdj9R7Rb6wsHywIUoibrG8UPufHFRUZP+eg7z3+gcA/N9rz9KnW/+LPCI//1T8gcY/DJ1OS7++bUg+nsnBQ6mVal0vdWRZJjfPTG6emT17zxAdHUqDpCgaNogiOLhmcaTNbSHb8u92+/YVl8uNsaC0A0u/gX0ICSldFa2tbMrlEigstJ/XSYmvgYYkSZwtnnC06dgRQXIj18VkTJaQZBG1SkNWejq7tyjmanc+cjMARRYrLz74BiNGjmTZ0urLcBISEli2bBljxozhjcdm8/Xa2YRHhvH4G/fwwrQ3Wf7dKnoN7ErPAV2rHcr+7UrAFB4VRm5mPs/f+QbvfPsSYZGh3n1KOk6VBCA9+3fhj2XrOFEP4z5voOH0fUKj1qhIahRCTqadIkvlrJFKBaHhevQGDUVeobiEKMloVBpvmVpVnDq+GZutkICAUNq0G+R9XJZk7FaPN4aVJAmPRyzWbRUb+KlUaLRqxDKlXRFRzbms7/3k5R5i5ap15YS6IaGxNGw6mMjIDmi0NZecychIokyJVCQmvg2d9ddzeO9CLOYM9u34lk49JhEQGMHZkxsBiEtsT1BITLXnlEQZp13EaRcpzHWh0ajQGdQEB+sJDNbSd/Bkiix2Uk8nYwgIoHmbdpw6doSC3FzWLl/G2uXLaNGmLX37D6HbZX0IKO62JUky+3Zn0qVbInEJpfeNxWxh26bt6HQ6bFYbQy+7GoDmLZtxw+0TGXf9aMLCwyqNU5TO/TMtCCImk00pfyrOWNjtvt1zsixzNuUE27evZ8f2daSlnfFuU6lUtG3Xhd69B3FZr4HExlbOWtWGJIosW/Y9C376DFEUiY1N4MGHX6Z5sza8+cYTJCcfJDgklBdenEViQiPef+8lAIYPH0PjJi1qOXs115QlBMlDeraV5Wvy6dIjATSXRkfIC0FRkZVH734aQRAYNWYkU6ZOwaCt+ffZj5/q8Aca/1DatE4iMjKY7dtP4HT9c0uICgqKKCgo4sDBs0RGBNOgQRQNGkQTFlpeJGlxGsm1ZvBPqGv9O8grLptSqVTIsszwUVeU216bEDwn2woy59lF2Lf3Jj8nDZfTTkBgIA2aNkGU6v6DLcoCajSs/WUZAP2G9KNFW2WF+/dFa3E6XHw+7/Maa/0BtFot8+bNo3HjxqxdtpGxt1xJz/5dGHPLlSz7diUzn/uYj5a9RURU5QmdzWrn8J5kAJ5/72HeeupDUk9l8H/3zOCNL573Gvd5MxrF3hw9B3RCpVaTn5ODMT+fyJjqJ7cVqWtGowSVWkVCgyA0WhWmwqqPNQRo0OoCsJhceNzFpVSygLoaobjTYSH5sOJG36HLlWh1ythkZGz24oBFlr1u8EqHqfJBi06rooJdCobAIBo17U3DJr0QPA4EwY1Wq0elNuB2i3jcvt2zgiih15SOOTyyEV163czB3Qtw2AvZt+M7mrUaTGH+KVCVz2b4gijKiHYRp92BKl+NRqumdYexmI3fYDZmkZ6SytibHqMgJ4XjR3aRlnKSU8nHOJV8jAXffk7Xnr3p3X8wrdt2QI2afXuy6NRVJjEpjI1/bubhO5/E4XBy3bjrmDhhYjmvghkvv8vsGXOZNe9tBgwpP+76LB5YiwXbJRkLk9lWJ/NOSZI4cfww27evY8f29eTmZnq3aTQaOnbqSe/eg+h52UAiIqJqOFPNFBTk8sHs6Rw+rOii+vUbyrS7n8KgD+Dtt5/h0KHdBAYG8fzz79G0aSvWrlnK2ZQTBAeHMmnyNN+eS3FQIYgeBMmNIHqKWwYr2PJg+3Y7PXo1LKfh+bcgyzIvPfkqaSnpNGiUxKvvvkR0cO0NGvz4qQ5/oPEPJi42nKFDO7Ft+wkKCv457t3VYTTZMJpsHDqcRlhYEA0bRNGwQTSy3k6+rWoX0v8qJa1tS/rrDxkx2LutNn2GzerGalEmmxLnsczCRzF4eooyOW/asm29XaolSSIjLYUj+/ahUqkYPlrpEiXLMku//43x48f51L0IIDExkevGXceK+WsZc/NIVCoVUx67gX1bD3H2ZDrv/9+nvPTB45VKLvZtPYzgEWnQJIHOvdrz2rxneeLmV0g+cIrpD7zL9E+eQq/XlYrBizMaoeHBNG7elLMnT3P8yGF6DxxUaUzVUReNRiVUKmITFGO//NyqM14ajYrIqABsNg/2oopC8fKeG4cPrEYQ3ERGN6JR0y6AcgvYbR5Ej4QgSHgEpTRKo1VX2YVOpVKj0UherYZao/K+ziqVCp0+CJ0+yHtu3L7fr5IoI0mKS3oJwSGxdOt9Cwf3/Izdmkfy4RUAxCd2JDC4/hNgWZYRBQkRDe26TGTvtq8pMhewask3DBx5B/2HdcTjLuL08b2cOroHsymPHVs2sGPLBsIjoujRewD9BimLBds2beO5h59hxMgRfD7v8+rL/u6cyl03Pcin388pF2zUFmh4PAKFRpviWVGcsXDVY7FKEASOHNnLju3r2LF9AyZTqSmlXm+ga9c+9OoziB49Lic4OLSGM/nGju3r+fijN7BaLRgCApl65+MMGnQVkiTy/nsvsnfPVvR6A888+w4tW7XHZiti/o+fAjBx0lTCwiIqnbNiUOERPUhy7QsfZqOD3TvS/5XBxtIFv/DLot/QaDS8+/GbNE1oiVbtnyr6qT/+u+cfTlCggcED23PgYConTv57JuMWi50jFjs79x9B1jqJTwglLiGkxnaQ/yVKXMEBuvXsQmx86aq4yVi9PkOWZbKzSoPS2nQcdcHXkrb0FKVsqkGzVtQ/QyWzujib0aVXbwKDYvC4RWxWK2dPpfH2GzPrdLYJ4yfw84KfKTJZCYsMxRCg5+l3HuDhiS+w7c/d/P7zn4yaNLTcMRXdwJu0bMirnz7NM3e8xr5th5jxxAc89+5D3tKpmPjSiWy7Lh04e/I0Jw7/jYFGMZExAWi1lY39vKggOESH3qDBYnQhinKxUNzjFYobC9JJPaOsKnfufo23vMrp8OByCng8otf9W61R/DKqQ6tTI4rK5Fhbgw+PCkVE7qlDcCoKMmp9+QDREBBG18tuYv+uH7AVKZ+j4NB4n89ZNTLIKlCBwRBC5x6T2bv9G8zGDLb88RMduo5Hp9cSn9Sbpi0G4LLlcubkbk4e34PZVMifq5bx56plxCU0xlSYw4gRI2ov+1u6jDFjx/DwnU+ybu9KbxlV2dIpWZaxWBwUFHeCKiy0YrHU3va6OtwuFwcO7GD79vXs2rURm7X0uyQwKJgePS6nd+/BdOna21sadq64XE6+/mo2a9csBRRdx0OPvEJiYiMkSWLuh6+xfds6tFodTz09g3btuwKwaOGXWCwmGjRsyoiR4+odVFSH2ehgz850ul/27wk2Uk6d5ZWnXwfgwSfvpVefXoQH+lvX+jk3/IHGvwC1Wk3XLk2Jjg5l166Tl3QL3LpQ5DLh9NjADSmnC0k5XUhAoI64+BDiE5Wg47/aaq+ktS3AsAplUzXpM0xGJy5n6Y/r+ew45Uug4bAVkZ+bDkBiw/rVSwOknT7D8UOHUKvVDL3mWmQZ8nMdiJLiCRIZGVmn85Xsb7c7vfqK5m2acPtj1/PZjO/45M1v6XxZexo2U2rKZVlm54Z9AFw2qNQNvE3nlrz4weO8ePcMNq/ZwbsvfILVooyppHQKoFOvjqxc9Asnjx1DFIUaXaXLcj4CDSg29tOoycqovkRGp1MTGROI1eL2tqeVZBFJkti/5xcAGjXtRlS0Yjxot3uwFjkpKxFQqUGvr9l9XK1Wo9YoBn4abc2fZ42m8vYqR18sBBdF0MhQwYwcrS4AjaZU53E6eS3IEg2b9qrx+jVRVqMUFBJDx+4T2b/rBwryTnDi6Cpatb8SQZCwW0W06ggaNR1Os1bDMBacIPXMXjLSjpGbnYpGo+Hzz30s+/tMKftb8tMv3HbXTYr2ymLCkplKQYGSrRCEc8ta2u029u5RPC727t2Ky1n6/RIWFsFlvQbSu/dgOnbsgVZ3bh0FK5KScoJZ779ERnoKKpWK0WNuYvLkaWh1OmRZZt5nb7Nxwyo0Gg2PPf4qnbso7196egq//6boeybeeAdmV8E5BRXVYSr89wQbbreHR+9+GpvNTq9+PbnnkanEBCecFzNPP/9t/IHGv4hGDaMJDw9iy9Zkiopq91C4VJGRKXIacQmVn4PT4SE1xUhqihG9QUtcfAhxCSFERQeVK5H4t5Oemu79u2xbW6henyGKErk55V3m6yTCrg0fvDTSU5VWvFGxiWi0IUhVTAJ94a8VSqejbn36EhMXB0BOppXYxsqkymg0VntsVZTsHxRUXvB43a1XsWvDPvZuPcSMpz7gvR9eQavTciY5lYJcI4ZAA516ti13TLe+HXlm5kO89sh7/LFMERoHhQQSHFLql9CqfTOCgoOx22yknTlD05atfBpnSf9/t+vc/WOCQnU0aBxCZlplY78S1GoIi1AcxYssbmRZJj11P8aCNDRaPR26jESWZaxFbmzWCmNSgV6v8WkxQDHuq732TqVSoVJDVbdt2SPLPhtJkFHryp/XVHgWiykNUBOf1IGczIOcPv4nLlcRzVsPqecChows4z02PLIR7TqP4ci+xWSl78UQGFasA5EVl3APeDwQENiSth1a0qK1lR1b5nHtNVfWrezvuuv4/MPviYnvhgql9XJs8LlNqi0WE7t3bWL7tnUcOLATQSgtrYqOiS/2uBhE2zada/W4qA+yLPP7bwv47tu5CIKHyMgYHnjwRTp17undrmQ5lqFSqbn3gedo16UrZmchgujmiy/fQRRFOnbpTqv27S9IkFHCvyXYePf12Rzaf4SIyHDe+eh1gg2hhBiq9xfx48dX/IHGv4yw0ECGXtGJ3XtOkZZeUPsBlxgyEmZHoU9tAt0ugfRUE+mpJrQ6DXHxwcQlhBIdE1RJdPpv49D+IwBEx0bRtEWpsZwoSphNVeszCvLsiELpDE2Cv71rWfqZowA0aNIaWZIR3BJ6Q93eq5STJzmdfBy1Ws2gq64ElJX2vHwHDVpFEBYeys8//8zEiRN9PufCRQtp1LwBoRHlW4yq1Woef+Ne7h3zNCcOnea7Dxdx+yOT2VFcNtW1Twf0hsotmi8ffhkPT5/Gey8oNeL6Ct4xgcE6mrdtw6Hdezh++LDPgYYhoCTQOD9eOgFBWho2DSWzCmO/8vtp0OkNFOYVcfTAGgBatR2AjAGT0YHLVXnVXK/XoFb79t5qNCqfPrOyLKNWq4qDEu+jNR4jijIarYqS2EGWZVKKO00lNepKi7bDCQqO5syJdWSc3YnbZaNNx8ru5r5RWkIFEBvflpZth3Py2BpSTqzHYAgjoUGnYm1V6VGSDKKkxmG3MGHChDpdccKECfz8888c3JNCQGAIGq0aYwQEBuoJDNATGKgnIEBf6+tbWJDHjh0b2LF9HUeO7EMqk5pKTGpM796D6d17EM1btL2gmWSzuZC5H7zG3r1bAejZsz/33PccYWERxeVPbub/+Bm/rfgJgJum3EO7bp2xuy0AHD6wl0P796DWaBh3w20XbJxlMRU62Lszg+69Gvwjf3s2/rmZzz/8GoA3Zk0nMSmBmOC6dwTz46cq/IHGvxCdTkOf3q2Jjs7iwMGzdeoecjGRZAmzs8Bn47ayCB6RzHQLmekWNFo1sXFK0BEbF/yP/OKvjTOnzgLQtUd5HwazyVml7sLjFinIt5V7TJZFzncXr5pa3EqiSEbqCUAJNACcTrFO8uRjvQABAABJREFUgYYsy/z16+8AdOvbh7DIcERJQBCV1fbZL32JxVzE4sWLyc7O9mllOCsriyWLl3DnUzdVOYGKiY/ioVfu5LVH3uenT5fRs38Xb9lUr2rcwAFGjr+CPZsPsP73bZgKLPy24A+vzsMQqKFFu3Yc2r2HE0cOM2LMWJ+ev644oyEIAqIoojkPq8n6EmO/s9YqA4YSNFo1qWe24XIUERgUQVxSTxx2N26XBKjKve9VdZiqCY1WjV6v8Xp51IRarUL03rdV3L9y+cdlWUaSZG/ZlakwBYspHZVaQ6NmfVGpVDRq1ge9IYTjh38jL/sIHreN9l3Hoa2ljW5VVPwMNGhyGU6nhfSU7Rw/vAK9IYSomOaVjhMF5XuvvmV/breLgMAQREHCUuSgqKh8MGowaAkoDjxKAhCTMYedOzewffs6Thwv3265WbPWxQZ6g2nQsOnfUqa6b+82PvzwVcymQnQ6PTfeci+Dhl6FKAvk27KRZZFVvy7h16U/AjD5ljvpO6C0dFQUBBb9qEyYrxg+iviEpAs+5hKMhXb27Myg+2X/rGAjP7eAJx94HoCbp1zPsKuuIMQQQYCuesd6P37qgj/Q+BfTqmUikRHBbN1+Aqfz3EstLiSiJGJ25ter1WmlcwkS2ZlFZGcWodaoiYkJIi5RCTp0uvOf5v+7cTldGAtMAJVaW1ZXNpWTY60k/D2/rW0Vqg00ZMjJSsHtcqA3BBIT3xAAt0OCOmTnzxw/ztmTJ9FoNQy8cgSiLCKJEioZVi1ewra/1gOg02uZOnUqy5ZVL6gFZcI+ZcoU9AYdw8YMqHa/ASN7M/y6QaxZsp43n5xDYa5SalWTxwZAk1aN4PdtAMx5+XNCwoIZeGUfDAFqWrRtA0DG2bPYrEUEh9TemcdgKJ34etwuNIHnZzKg0aqVzEaatdrJfpGlkIN7lNe3bacRqFQaXE6xnDZHhQqNruoOUzWh12vQ6TU4HUKt/pEqVKjVIFW8fUsyFlUcI4pKoFEum9GwG4aA0tc8PqkjOn0QR/YvwVR4lv07v6dj90kYDJWN9GqmpISw9HPQvPUQXM4i8rKPcGTfIrr2uoWw8KRynxWNVsmM1bfsr6SsDkq70ZXF5RJwOj2cPJFMcvJOjifvIi83tdw+LVq2p1evwfTtN5iEhIZ1Gse54HI7+P77j1i5YiEASQ0bc8c9D5PUsDEOT6ng/K/VK1i+8AcAxk66mYFDR5Y7z4Y/V5GTlUFIaBhXjR7/t42/BGPBPyvYkCSJpx98gYK8Qlq3a8nTLz+GCjXRQefaHMGPn1L8gca/nJiYMIYP7cz2HSfIzTNf7OFUiSh5MDoKilfYzy9SsS4hN8eKSq0iKjqI+ARF16HX/zNv/60bd3hLnnpfflm5bcaCyroWu92DpYpyqgsRaFSXIZFkkfSzSreppMYtvWUpLqfv77ksy/z5q6LN6HH55YREhCm115KKdb/87g0yHnjpThIaxvDyvW8zZswY5s2bR2Ji5TKArKwspk6dyqpVqwgJC8ZUYCEkLLjSfiXc+/xtHNp1lKw0RYjfpGVD4hvE1jjmko5TLTs04+ThM7z11AcEhwbRvV8nwqMiiG/QgJyMDE4ePUqXy2oXImu0WtRqDZIk4nK6CDhPgQYorWUbNA4hO8OOtaj8woQkyWz96xckUSA6rhmJjdrhsAqo1KriDJrSmUqlVqOra526SsnCqlChN2jLNSuoSEkQolKrlHojHylpdWsqOE2RORO1WkujZn0q7RcV05wuPW/k0N6fsRXlsm+7YuwXFFy3zjsyoCojOVGpVLTtdA1ulxWzMZWDu+fTvc8dBAWVNgjQ6QIJDYtl4cKFdSv7W7iQ8Ih4HE41suxBb9AUt41W3gdZlsjKPM3x5F0cT96J0ZjjPValUtO4SXvatOlJy9Y9CA1VsiPZOQImc0al8qvzsVAjySKC6MFT7FGRln6GLz56l/TUFAAGDbuKsZNuKhc4AWxe/wcLf/gKgFFjJjJ81Jhy261FFlYsVQTgo8ffQGBQ9Z/lC8k/Kdj46pPv2PDnZgwBBt7/9C0CAgOICIxBp6lcDurHT335Z860/NSJgAAdA/q35fCRdI4lZ1zs4ZTDI7oxOwvOryi5GmRJpiDPRkGejSOHcomMCiQ+IYT4hFAMAf+cj8Lvy1d5/05IKl15EkUJk6lyoJGTVbXHygV5zavQ80rFTt4ZZxUheEnZFIDbJfksCD955CjpZ1LQ6nT0GzbE6xew/reVbF77BwBXT55Ij8v7ktgoiJc/epI3HptN48aNGTt2LBMnlpqeLVy0kCWLl6AP0BOXGENOZh5P3/4/Znz1f97OUhUJCg7kyRn389hNL4EMCQ3jah1ziVnfqIlD2dfoEBtWbmP6g+/yxufPYQiIplW7duRkZHDi8GGfAg2VSoXeoMfpcNTZtM8XVGoViQ2DyMtWYTK6QAaHXeDsqeOkpxwGlYoOXa/EaReQZBm9QY0ggOCRin0vVEhIqJW8g0/X1OlKBeMGvQaXS6i2oq/kYbVahaiSK+9XoWyqLIIgknKqOJvRuAf6ajIVoeGJdO11Cwf3LMBpN7Jvx3d07DaBsIgGPj2fkoEoH4XSG1ut1tKx2wT27fgWmzWPA7t/pEfvKej0gcgoBolxSV1YtKhuZX+Llyyhc7dROOyCNxtl1ruxGDNIS93P6VN7sVpLsyQajY5mzTvRuk1PWrbqTmBg5ddBFCVsNhc2W/l7TKfTEBCg81n/IUkiglQaVHgkj3dBSZZltqz/g59/+BKP201IaCg3T72fTl17VDrPji0b+fGrTwAYeuW1jBpbORD7dclPOOw2GjRqQt+BV1Ta/ndiLLCzd1cG3XpeusHGof1HeOd/7wPw/KtP0aptSzQqHZFBvhuI+vHjC/+c2ZWfc0KtVtOpY2OiokLYueskHs/5zx7UFbfoxOwo5KK4fcsyxgI7xgI7xw7nEh5ZGnQEBp3fFo3nE1EU+XOVsnIfEBhASEjpql1V+gyzyYHDXrUZ14UqnarwAJIkYrcVUZin+LwkNS4VPsuyjNslEhBQ80qpLMveTlM9B/QjOFx53htXrmHTqrUAXDn+Oi4b0J/CXBeJjYLo2b8LX6+dzcqf/+Sr9xewcOFC7/kaNW/AnU/dxPCxA/G4PTxzx2uknEjj6dv/x1tf/x8NmlYdbLTt0pKAAANOh4v92w+Tm5lPXFL1P8wlZn1xSdE8OeN+rEV29mw+wIv3vsV9zz1Ky/bt2LR2LSeOHqmy3KUq9AaDEmicY4vbalGpiE0MwuORSDtThMctcHCPootp0rwnen10OeG4VqvoMdSqkk+yjCTLqJBRq2pfATcYSvdRqVXodRrctRjzqVChVqmQKtRZ1fRNUpB7AqslG7VGR8OmvWs8f2BQJF0vu5nDexdSZMniwK4faddlLNGxLWt9PuVGU0YYDkpb3Y7dJ7N3+9fYbQUc2DOfzj1v9HZuSkjqTOrpTUyZMpXly2sv+5s69U60Wh09evXHI6g4efww6WcPkZ1xFJerVJOl1Rpo0rQTrVr3pHWb7gTWMxPm8Yh4PGKV+g+9QYveoEarB50O1HrF7rEqbNYifvjqE/bt2g5A2w6duXXaA4RHVNan7Nu9nW/nfYAsywwcMpLrJt9S6XOSkXaWTX8pTQom3nRHPYX855fCfDv7dmfStUfSJRdsWK02Hpn2FB6PwIirh3L9rUoDgujgeJ8+s3781IVL6+73c8FpkBTFsCGdCQ+/uEIvp+C4eEFGFZiNDo4fzWPjX6fZuuksp08WYLNeoIncObB/90FMRqUELjGpfB2tsYI+Q5JkcrLLt7Mty4XIaJQLNGQQZQ8gk1mczYiOa0BgUPkVVJej9nEkHzxEZmoaOr2ePkMHA7BlzV9s+G01AEPHXEOfK5THi0web0lWSFgwva/ojiAIBAYH8NXa2SzY8imf/vo2Y2+5kuDQICKiw3nzy+dp2qoRBblGnrrtf2SkVG1+efLIGZwOF2q1GqfDxdvPzEWswbemJKMREx+NTq/lxdmP0q5rK6xmG5+8OYfgsDB0Oj0Wk4mcTN+yjefLS6M6PG6JrDQrNquHoGAtqWf2UGTOQacPoGmrgVV2pwoK1hIcpitnzCcjI8pi5eCzDGp15W5TekMNE50yl1ZX4alRHbIsk3F2MwANGvdEr6/9+09vCKZzzxuIjGmOJAkc3ruIrPT9Pl8TqvaWCQgIpVP3SWi0BsymNI4eXOYthdRoA2jZdjSrVq1i9OgxZGVVfR9mZWUxevQYVq1aRdtOfflr7Y/88OX/sfmvrzh7ehculw29IZjmLXozcPA0xk18lV59biYyqi15eXayso0YjVbsDhdSJbFL7ZSY37lFJw6PjYKiQrLysjmbnsmp05kcS87kyKEsTp0oID3NTF6ujSKLC7db5PjRw7z+4pPs27UdjUbDdZNv4f7Hn68yyDh8YC9fzH0PSZLo038wE2+eUinIkGWZhT98iSz/P3vvHSfVfZ/7v0+ZXna2N7bQe28qSCAJCVUQCCRbLrKFnMR27Pj+EifOLb6Jc5NcJ/FN7LhLyJJsyxZVoAoCCRBC9N77Atvb9HrK748zM7uzO9tQtTPP67UsO3P6lPN9vp/P8zw602ffzOhxE4d8Ph8V2ltDHDnY0O93xCeB733nn6m7fJXyyjL+8d//DkEQsEg2XBbPJ31oOfwRIlfR+C8Ip9PKnQsmcfjIZa7UtX7s+48kQgRj3o99v4NFwBcl4Ity4WwbDpclrelwu60Dr/wR46033k7/v6wH0ejooc9obwuj9GNZqn+IYX1dG+3K0lB1JT2A6nKb6m3jGo+pQN9VJE3TeOc1Y0Z99vx5OFxO9r6zk3deMSocCx68l5vumo+GjpicPu5oiVFebQwmmxvaACitLKasD01Fimz8zZf+D3UXrvPXT2SvbOzfcQQwsjJOHT7H8f2nWffsqzz6lcW9thmNxAj4DKKXCuuz2q1872d/zbe/+D2unL/Giz//OVUjhnPp7FnOnTxJWeXAAtyPimhoqk5nW5TOjmg3LUSccyeN99zIsQtA7+3CZLVKyCaDLFhtMrKsEY2oydfeyIwQEdLp4Znn0ptUSJKIbBKzvnczhOdZeUZ2UtPZdo5wqBVJMg8plE+SzUyc9gjnT71Jc8Nxzp96g3gsQPWIWwfpwpTM1kDoduw6DlcxE6ct4/jBl2hrPsPFM1sZMfYulISOK6+WUROWsnXbq1RVVbNs2VKWL1/e1fa3di3r169HEIxtHt3f9Z3gcOYxYtRURo+ZTVHhSIKheNbMkURcJRFPViYEMJtkLFYTVosJi8WUkUmUan1UdRVNU1B1LXuQSe9TJxZV0pobVVXZ//7rHNy7BdApKCxlxef/jLLyclpbmnE4HDicrvR1PXf6JE//57+iqioz5tzM5578s6x2yUcP7ePc6ZPIsomlj35+EK/Jx4sU2fi0VDY2rXuNDS9tQhRFfvCzf8aTb7hxFDrK/ssG4Obw0SJHNP6LQpYlZs8aRWGBi8NHL39sFrihuJ9wPLtm4NOIUCDGpUCMS+fbsdlNlJa5KCkzUsk/bui6ztbX30n/XVLWpREw8jO6iEYiodLemmln2x2arn+kGRqarqUrJpqm0nD1AgCVNWN7LRsdoKJx+ugxmuvrMVsszL3zdg7sfI+tG4xk6tvuvZtb7zEsY3VNg2TLRHs3otGSIhoV/Qu3PYV5fP+5/9kv2UjZ2t52703Mv/9m/t//+AUv/Odqpt8ymdETh2dsrz0pBLfZrThcXTPoLo+Tf3zmb/nWZ/43rY2tKAljIHbu5EluvyfTRScbPszQPgB0Hb83TntrBEXJfE8c2buVWDSM21NCSfm0XquaTCKmHmRBNok4JIFIRE3mthgKBEHXEQSxS7eQDPTLBotFRklkO79MhytRhNRksRGWl+30NOqvGtWM0sqZSNLQJgxEUWLMxPsxW1xcu7ybuou7iEUDjB6/CGGAnBA9/W/vz5qnoIaxkx7kzPFN1F/djyw7KaucDegUFo2govrrtNQfZ/OW7axZsya9nizLqGpXa5nDWcDwMZOpHTWJkrJqzLIVq8mBRbLidmv4fCGCoVjfxWMd4nGFeFzBRwhd15HNAmaTgGyWMJsEQ3z/AeDztvHW68/R3HgFgDHjZ1NYVMGa3/6Cjram9HJFxeXMmLOA8mHD+N1zPyKRSDB52ky+9CffzNoOlYjHWf/7FwBYeN9iCosH1k19Evi0kI2rV67z3b/6PwB8/S//hNk3G3oYh9mN3TxUd7UcchgcckTjvzhGjCjFk+/g/T3nCIc/2lahYMxHJNF3K8+nHZFwgiuXOrhyqQOLVU6TjvwC28cyE3Tx/GWuXKpDFEU0TaOkrGvg7PNGM8hia0uoX/KofQQOX+lto2WEfbU2XSMRj2Kx2iks6S2oTcQ1NM1Ioe4JRVPT2ow5d9zG2aMn2Lz2ZQBuWXgHt913d8Z+RSQEIOgz2qcsVilNNIrLB3YO6o9seDv8nD1+EYDZt0+loDiffTsOs2vLPr7/7R/z43X/hNXWNeOfcpwqKivo9f4oLMnnu//51/ztk/9AwGe0wl0+f454LJauWPQF84cY2hcJK7Q2hbO6f3k7mjl1bDcAE6bei9NlIRzqqlJJkoDVlv0WIogCdodMPKamt62jo+saomAIxU2y2OfnxtB9CH0mlpPcYqb7VPZlO1rPEgm3I8kWyipnoSo6onlon1dBEBg++nYsFicXzmyhqf4oiXiIcVOWIEm9q3E6mWGYOiBmOdeS8gnEogEun3+HukvvIJudFJWMw2QR0bWQUQ3q4QCkKAquvBLKKsdTPmw8rrxSzBYJT74VBIirMSRBwiJZkSSRggIXLpcNrzdMJNJF3jQ0I2MEDV1T0dDTtl6JCEQiqXM3ROCGDkPCbJKGRDzOnt7Pjq0vkYhHMVtsTJp6GyePvcul84dZtmxZr2rNunVrAB1VVamqGcf8u5+gvj6I1SJjscpYrMaxCILAO1teo721hTxPPnc/sGTAY/kk8UmTjUQiwX/7078mFAwxa+50vvb//UnyGYEix+CS6HPI4UaQIxo5UJDvZOGdk9m7/wLNzd6PZB/+aCcxJXvGwx8iYlGFq1c6uXqlE7NFpqTUaK8qKLRntB18mNj6utEiUVhUQGtLG6XdKhqdHV3VjGgkgbejt/tUd3w01rbGgErVlAzjqforhj7DsLXNcoPVdWIxFZstc8ZSQ+f4gQO0NTVjtdlwuJy8/tI6AObecTsLHrqvx0BVR0dLux21t8SoqLZ3q2gMzk2lL7Jx5tgFdF1n5PgaCkuMVqhv/t1TnD5ynuuXG3jmX37Dn//vlenttDYaQvCi0oKs+6kdXcEXvv5VfvUfPyIaiaCpKudPn2bitGn9Ht+HUdFQEhptzREC/uzb0HWdvTtfQdc0yirHUlRqBMzZnTKRkFGBsTnkXg5jvY7VIiHJouFSpaVaqQyhuMncv4Wm2dI7wK97EU4HBNEgAX1V57pXM8oqZyPLViNTY5BOZz1RUT0Ds8XB6eObaG+9wPEDv2fi9OVJ5yiSERp9HAu9L5em6RSVzSIc9NHceIhLZ18j4LtCJNxCwNecsaynoJLSyrGUVY7H5c6sziXiGt6OKHkFVkTRIBuRRAiryW5km8ginkIblqhAZ2eQWFzJvJj9QNchHlcNgX4gSTzMEhZzkniYpayEMR6LsPPtNZw9tQ+A8sqRTJh8C++89SL3LlrEqlWrejlrrVixgqamJp588knefHMzk6bdhq6JBP0xgnSbCBMgEQ/x+ibj++Dehx5DFM2DNlT4pNDeGuLooQamzvj4ycYP/+9POXboBO48Fz/4+f9NGw14bIWYpKEHU+aQw2DxyTcM5vCpgMVi4rZbxzFh/Icb0qSj44u0/1GRjJ6IxxSuX/VyaN91tm+9yImjjbQ0Bz90AWBKn2GzG60f3Ssa3YP6mhoHrhppfPgVDWMWV+slMq+/2tvWtidikczj0XSdRCLGu28YYu/asaPZvHYj6Dqzbr+Vux5+MOuAoruwtaPZGJikiEbJAK1T3ZEiGzWjhqUF4jveeB+A2bdPTy/nznfxl//8VQBe/f1W9m4/lH6uq6KRvZJiMouUV1fyha9/LU3A3li3ZkBxrsVy4xUNXdNpb4lw5YK/T5IBcP3KGerrziGIEuOn3JN+XBQFHC4TrjzzoAd0kiRgd8oZQnEEEKT+heJms9SrypVt6f66l9pbThGNdCLJVsoqumxTNWVwg+xsKCody5SZn0GWLfh99RzZ92vCYS+6rvd7Pj3JkKbqxKIq4UATgmRCFE3oukZL4/EkyRAoLK5hwrRF3HH/N7nlzi8zcuwtOFz5WS9EIqHh64iiaRqqrhFVQnSGW/HHOgnH/cQSIURJpaDIRn6+FWmoeSfp8zB0VYFAjPa2ME2NAdrbwgQCMeJxo+LV1HiFl379fc6e2ocgCMy55QHuW/wUu7av5d5Fi9i4cWOf9r1lZWVs2rSJ++67l7c3/4ZYNMu9Q4ed29aTiMcoLa+lsHgCF862cfZUK5cvdtBQ76e9LUwoGEdRPl1C7LYWg2x8nALx3Tv38Mv/fBaAf/z3v6NimNEOKgoy+bbBfy/mkMONIFfRyCENQRCYOKGKwgIne/dfIB7vLzhLJxDwEY1GsFptuFx5vQYemq7hi7ajqJ/uVPIPE0pCpeG6n4brfiRZpLjEQUmZkUr+QWawmhqbOXboBIIgkEj29KcqGqqq4es0KhgBf4xwaODr3dMG98OArmu9ksHDQT+dbU2AkGFr2xOxaNdNV9M1VF3h+IGDdLS2YbZYOHPkGADTb72Jex5Z0ucg11ADGDPHQX+CaETtRjSG5g/fs7LR0eoFYPbt0zKWm3HLZJZ96X7WP/c6//4/f8HPN/4LnsI82pr6r2gAWGwSw4YPZ/6ie3nnjddpb2lh0+9eZMnjn+vzHE0pohEf2ucq4IvT1hwZcOClqgp7dxoamBGjb8LhyiRKnnwLZouEzxsbdOCiIAhpoXgkrGIyi4YrlaYgChJiFqE4yQC/aKTb91CWt60gCpClxUrTVOqvGuSwfNicdPK2cY46kiz0ISgfGHn5VUyZ83lOHFxNJNzBsX2/YcKMFThd/WsEjKqHRmf7dVqbztLZfp54zN9rOZPJypz5XyDPkyWhWQdd0BF0Ifmnnv43FlNpb1XwFFgMj1lAVVRMoglZNG73AmCzmbBYZcKhBMFA7ANp9HTdSB2PxRT8msa5Mzs5fXwruq7hdBVw9/1PUDFsJEcPvYOqJFi1alW/tr1g6FCeeeYZqqurOXNqH1NnLMh4vrmpjjMnDWvc2+5YnjYa0DSdSDjRy9JbkkWsVhlLuv1KxmKRPjG9RFtLiGOHG5k6o+Ijq4Cn0N7Wwbe/9j/QdZ3Hvricex/qajctsJcgiblhYA4fLXLvsBx6oawsn4V3Tub9Pefo9GYKikOhADu2v85bb71M/fW69OOVw2q4++6Hmb/gfhwOF5qm4o22o2rZMxz+K0BVNJoaAjQ1BBBFgaJiByXlBukYasLutje3AzBt5hROHDsFdFU0/D5Dn6HrOs1NgxPaax+y41TXUCcTqWpGUWklVlvfSb2pioaqa2i6gqqq7HrTyMdIJAfUU+bO5r4VSwecSdd0FSnpBd/aGKatxagslFQMLd0ZusjGtz7zXZqutyAIAq683qLJL33rMQ7tPs6Vc9f4f//jF/z9z75Na7Ki0Z82xGqViIQS3HbPIra/+UayZWkHdoeDex5emnWdVEUjFh1cRSMWUWhtjvRqQ+oLp468h9/bhsXqYNSE2zKec7lNmJOZJ3keCwFfnEhkcNuFpFDcJWA2iSiqnrTAVdB1EVGUMkgqGFWNWFTp6vLJRjTILgJvbzlJLOpFNtkprZie8Zyu62iajjQEi9z07pPtUXZHEVPnfJ6Th9cQDrZx/MBvGT91GZ6Cml7raZqKr6OO9pZztLecJ5HomqUXRRN5BcMpLh1LQdEwjh9aTSjQzrH9G7lpwRcxmawZp63rOgJq8lr1viCqouPtiFNYJCctgHUSWhxN1zBJpvQ1FgUBp9OM3W4iGIwTCsYG202VFZGwjwN7VtPWchmAYdVTmDprCaJop70txMmju1i2bNmggggBysvLWbp0KdveeZcp0+enP/e6rrPrbSMTZ+yEOZSW1w64LVXRCAXjhIKZ5NxklrBY5az6j48arc3BdBvVUMiGrut0dngJh8LYHXbyCzx9T7zoOt/55ndpaW5l5JgR/I9/+Hb6OZNkIc/a9yRIDjl8WMgRjRyywuGwcseCSRw5eoVLl41e4SNH9vAf/++7xOPRpIjvXzNEfL/59U9Y/dIqvvmtv6Nm7IiPVHD8hwZN02lpDtLSHEQQBQoK7WnbXLN54I9hym1q3h03c/iA4eVfXGoQjZStbUd7JGkVOzA+zAwNnUxxefexSkqf0V/bFBiagYSigGgc17G9B/C2dySPVWfSrBk88NnlA7r8gNF2JSZz0i6fbUZTNUwmmfwiz1BOKw1PYR433TmTl18wiMDfPvmPvdyozBYz3/nXb/CNFf+DfTsO89rvt3bL0OivoiGCrmGz2ageMYK6i4bY/J03XsfudDJv4d291jEN0t5WVTTaWiL4vYOvfERCAY7sNQjeuMkLMZm6HJpsNhmbo5vwWQCXx4woCYSCg59QsFgl8gushEIJwoGE8f5BQ9d0JFHKSBQ30sYl4jE1iw6jy9Oppzi5VzVD6q0HUdXBE42e4u6uc3EzZdbnOHVkPX7vNU4eWs2YSQ9QXDYBVU3Q2X6Z9pZzdLReQFW6Xi9JtuApGEV+0WjyPLVIsgmzRcThkpk17zO8//ZzBHwtHNy9llnzPtPLccnQIvR9vKqi0dkew1NoSZ+jqivoqoZJsqRtoMFoh3O7LdgdJgL+WJ8Bn/2h4fpJDu1bTyIeQZLNTJ25mOra6QjJUEW/309nRzPLly8f0naXL1/OmjVriEVDWJMJ5ufPHKCp8TKyyczNt/W2lR4KUja/PfUfqcpH9yqIydS3ecGNorU5yLFDDUwZBNnw+/ys//0mfvfcGi5duJx+fMSo4Xz2SytY9pnFuPPcGeu88PSLbH9rJ2aLmf/45b9gs3e5JRbl7Gxz+JiQIxo59AlJEpk5YwSFhS5WPfsi3//nv2bRonv6FfGtXLmSf/3+3/Bn3/oOEyZP+2QO/FMOXdNpbw3R3hri1IkW8gu6Uskt1t4fSb/Pz55dhqBy0pQJAOQX5mOxGIOnzo4wqqLR2jI4Ry+N7IOmGzoXsgnLjdqGpio0XjMGzv0RjZS2IxJJYHNIKAmF7a++kX5+/PSpPPS5R7MLybOiq4Wr8aqRE1NUXjiE9XvjxIEzABSWFtDe3MHffOn/8P3n/mcG2agdU8XKv/wsP//nF3j6X36DyWwMylMZGtlgSVYHdHRGT5hI3cWLlJRX0NLYwGtrVmOz25l5y62Z66Rbp7ITDV3T8XbE6GiLDrklZt+7b5BIxMjLL2dY7dT04yaziCsvu3jb4TIhSgIB3+AIjc1uAgEcThNmi4S/M4aarG4oyVYqqVs6scUiG0Lkfk6lZ+dVW/Nx4jE/JpOD0iy2vGBoJPpyO0uhL4LRHUba96OcPfEq7S1nOXv8Fa5d3kM03ImmdVV7TCY7nsLR5BeNwZVXlUEeZJNR7REEsNk9zLz1Mfbt/A0drVc4fuBVpsxe3Duojv60+DqqquFtj+IpsKT1GJquEVeimCRzxjUGkCWR/HwbDqeZgD+Wzr/oD4oS5/jh17ly0fh+8hRUMvvmx3C6jDZFQTCIjICxrfz83qF8/SG1fDwew2pzkkjE2L1zIwAz5y7C4fQMaXuDQrf8j+5NbaIodGu7SpIQq4x8g1qXFFoGQTbeffs9/uKpbxOJRHnkkUf4v//0/fQk37p16/j+3/0/fvT9n/LDZ/6V2+40vi9OHT/D9//+/wHwt3//V4yb2PUdbDM5cZjdWfeVQw4fNnJEI4cB4ckz8aP/+C6LFt3Dxo0b++yvLSsrY+PGjSxZsoRnf/bvfO9ff4rd0Xe7TA6ArtPZHqazPcyZky3k5XeRDpvdGKju2LYLRVEYNXYkssm49qXJtilN0/F2Rg07236tQLvv08g2+HAOv+9ttTZeJZGIYbU5KCypyL4+XdqOWFTD5pDYtvFVwkGjZW/0pAks+eJnEaWhtZqlMjW8HUZVYbCOU9nQ3tLJhVPGDOI/PfMd/vFbP+TqxfqsZGPx5xexb+cRDr13jFjUGHgXl/bdOmVJOm1pusboiRPZ+somfJ0d3HrXQt7btpV1LzyP1W5n4rSu1p8u16neRCPoT9DWHM6a3j0QGq9d5eLZAwBMnH5fuu9dkgTy8i39OkzZ7DKiKODvjA+YBJ4iV2DkcBQU2Qj442kthqYb1Qsp2UoligImWSIWz5xp17v9IyS3rWk6mqbQcHUPAOVVNyFmsZ9NQVW1XgR0IPeonojHQ3S0XEBVuohWOGgQXLPFTVHpGPILR2NzVCSvaWYfmCQlz7Gb8U9efjnT5i7j0O6XaLx2AqvNxdjJdw7qeLqfiKrqdLbHyC/sIhs6OnE1hiyakEVTr5fVbJIoLLQTjSkE/DES8a5qZeo6i5KAz9vI+zt/h9/XAghMmnYHs+beh8lsQhRFY7nkaxLwG9vo7Owc0imklk+95w/t20oo6MXlLmTazCFejw+Ij1L/0dIc5NjhRqZML+9FNt59+z3+5HPf4J5F97DqmX4m+Z5ayZ987hv88rf/ycy50/lvf/o3JOIJ7rp3AZ978rFuawgUOTKDSHPI4aNEjmjkMCCef/55wuHwkEV8e3fv4I677/+YjvKPA77OCL7OCOdOt+LKs1Ja5uTNTUYry9333UFzkzGASQnBfd4IkXCcjo7Bu3qpH1LblE7/Ljv1dSlb29FZU6G7kwyAeFTj0tlzHNhp2JEWl5fyyJNfQBoiyYCuTA1fR2dyWzdONA7uMlrVxkweSc2oKv7l+f/FXz/xD1nJhiiK/OU//Rl/+uBfEQyEkSQJZ17fZLt7RWNYTS02h4NIKMTE6TOIRiIc3P0ev3v6l3z5m3/ByLHjgO45Gl0D21hUoa05Qjg0eL1Ed8RjKnt3bgKgonoyBUXVgNG65Mm3DKqH3GKV8BRY8HXG0PqoAlhtUq+WH0EEt8eM2SIR8MWT7k0aqqYjCRKCIGKxSsRiCXRdR1EiqGocQZKT4XvGY4KgousSbc2niccDmM0uSsqn9HvMqqojy8bM+2CqFynEon7aW87R1nIOf+d1upNtk8me1mC4PZVU1txOl8GjnsHLBQEk2ahmiGJmlaK4bCQTZzzAiYOvcvnc+1jtbmpGzkqvO1grV03T021U3WffFS2BrmtYzBZMsmFDLEui8Tv5I8ki4VCCjo4wuqKlW9SOHd7O7p0b0VQFu8PNwvueoKpmbPL10YjFFKMtKaGiqjoWi5n8gjLWrl3LihUrBnWNAdauXUtBURkWqwO/v4PDB4zvwlvnP4ws900gP04MVv9htRp2wH29Zi1NAY4dJoNs+H1+/uKpb3PPonvY+PIAk3wvb2TJw0v4i6e+zV33LeDS+cuUlpXwT//x9xn7dFvzschDC63MIYcPghzRyKFf6LrOz372Mx555JEhi/jefWcLCxb2zDrIYbAI+KJ0tAXYsW0XAGMnTufMScN9KSUE7+yI0NwUHFKBQv8QtDPZW6YydkJ93XkAKmt6u031JBkA1y9fYcu6XwEGYf3it/4caQBi298R6mjpikZB8Y2LHvcl08BTblOewrx+yUZhST7LvvwAL/xoDaqqcmz/aabOmZB12xZbcpZZ1xAlE6PGjef4wQNcOH2KpZ//ApFwiFNHjvDCT37MV/6/v2JYbW060C8ei6IqGu2tUfzeGxfyqorO6WOH6Gi7iiSZGD9lYfq5PI8ZyTT4mVmTRSS/0EJnR3Yno74C/oznJEwmC35vnETCeG8ouoKoiyhqnPpr+2m4dohQsloAYLW60DSNeLzLtCI1AC2tnIk4kKOObgzEs5pe9UAk1EFbyznaW84R9DdmPOd0l1FYMobCktHYHYW0NJzk/Kk3DNITCzFq/BIk2dLrcyqbBEOHYsn+HTmsdirRiJ8Lp3Zy+shmrFYXpZVj+z9QwUhMlyUBUUpVFgwdVHGZDbvdaHWTZdH4LUnYZAdSluRtgLzkhEdHR5irlxt56/Vfc/WyYUhRO2ISt8x/DEmy0dYaIpFQ0XWj6mG1yrjcVizJwfXEqbeyfv16mpqaBnUvaWxsZMOGDdx028MIgsD7O15GVRJUVo1mxOhpA67/SeNG9B8tTQGOH4HJ0wyysf73m4hEoqx6ZpCTfE8bk3wvr34VQRD4t5/9EwWFXe1qgiBSYM/iZJZDDh8hcjkaOfSL9vZ2zp49yyOPPDKk9ZYvX05TQz2h0B9uEvinAedOnyAWjZLnyUeSijhx9BIAkuzA2xnhyuUOgv6hJbp/0LC+AUkGEAx48XY0IwgC5VWZRCO1fneS0d5cz1sbXkBVDRJ019KHsNo+2Kybpmn4kq0XNnveDW1DSSgces8gd3O62dqmyEb1yErakpqN+itdg8+yYV02p//2nZ8S8GX/HMiyiGQS0zPpYyZOBODcyZNIksRnnvoTRo4dRzwW41c/+iEtjY3pNpJIOErdBT++zhsnGZqm094S4OSRzQCMHDcvfa26O0wNBZJJpKDI2qt33WQSkQcgLZIskl9oxeHsaulpajrH1tf+jUvntvHA/XewevVq3nrrLVavXs1DD92Lqkax2+380z/9E6tXr2bp0oeRJImm63vwdl7ud386xgA863O6TjDQTN2Fdzm0exUHdz9N3YUdaZLh9gxj+Ng7mTXvT5k294tUDb8Ju8Nokysun8joiUsRRRN+71XOHHuJeCzzPSCIJFumxG46kd4v5Mjx86gaMQ2Ao/tfJhisx+oQsbskHG4TLo+JvAIz+UUWCkssFJVaKCi2kF9kxVNgwe0x43Sbsdpk/J1xxGSiu1FFEdB0jVAiSLwfG3JRFGi8fpbfP//PXL18CkmSmT57CdNmf5ZIRCKYzKuw2UxpowtPvg2rtcvBadyEuUiyiZUrV6Io/VfeFEVh5VNPIckmxk2YQ8P1C1w4dwhBEJi34JE/3MmrpP7D743S0hTkWp23V/7HqePNvLfzMpFIgt89t2bIk3wPP/wwsizzp3+xkpvmzcl4vsBWkrY5ziGHjws5opFDvwgGjZvjjYr4YpH+E6pz6B9HDxkiyykzZiOKIj5vssdZt7Fn1xV2vHURny9KLK4MuqgxEEnQdZ1oJETQ30k0EurVTtKfLiOFhqtGNaOodBhWm71rXVIOVV3rd7Q28vYrL6AkjIGOp7CA6bfMHeTZ9HMeaOnWKdMNCh9PHT5HOBghr8DN6EkjMp7rj2y0JjM0bA4rrY3t/Ph7z/bZlmO1isY11XVGTzAqH/V1VwgFg5hMJr7wta9TWVNDOBTk2R/+O4Gk5XQ0EkX9IHkoOvg6Y5w7tYto2I/NnsfIsbcYx93TYWqIECUBT6EFUzdi0V81IwOCITD3FFhoa7nIgV2/46477+T69Wu89NJLrFixgoULF7JixQpWr17N9evXueOOO/jud7+L2+1OP7Zw4Z1cOLWhF9nQu/0AaHpXroyu6/i917l87m0OvPcLjux5jmuXdxMOtQECeQW1jBp/D3Nu/zpTZj9OZfUsrLZMEqtrEI9p5OUPZ9yUx5BNdsKhFk4ffZFIuCN9jmaLgGgCu0vEYhOxOSTsLhGnR8ZdIOMpMpFfYqKw1My8RYupqBmDpirs2/4SquLF5pCw2iUsVgmTWTRyQTJa3LJY36o69XXBLFbHOlElTCQRNhoidZ1IJEFHe5i6K22s+unP+fl//DOhoJ/CogqWPf5txk+ehySJ2O19k4vusFjt3PPAl3lz82aWLFlCY2Njr2XAqGQsWbKEzZs3c88DT2IyW3n3HcPOdsLkWygq+XBDZT8NSOk/vB0RmhsDHNxznVU/3cmlC5eHPMm3YsUKFEXhi099NuNxWTSTZxu6xXcOOXxQ5KhtDv3C6TQsBW9UxFdWWYAgyMRjN9Y7/l8ZmqZx7NB+AKbOMGamfJ3GQMWTX0BzYzCdYRAKJmcqrTJWmwmzRe5zFqEva9t4LMLFM4e5cOoAne0t6cfzC0sYNWEWI8dNRzZbByWSTekzurtN9bTBBehsa2LbxueJx6IIgjHgvu3eu29Il9ETuq6nW6esNjeRkILNMbSvvP3JtqlZ86Zmda3qq40qZW077545bNu0ix2vv8+c+dO5a/FtvbZhsUmEAgo6Onn5BZRWVNDc0MDF06eZMns2FquVL3/zL/j5v/wLbc1NvLbuJYA0Mbsh6ODzxvF3dnDhjNGaN37qPUiyqV+HqaFAFAXyC634OmPE4xqWwRKNJDTiHN6zlkWLFrFpU//96S+//DIPP/wwjz76KHV1dcl06Y0sXryErVtfZfKsryD10ZeuaSodbdfxtp+nveVcjzYsudvsu46aCBohgz3bjISkzkPPtM3Nyy9n8szHOX10LdGIlzPHf8eEacsoLB2GySxid4nY7FJGEIiA2FvHIkjctmgFW19+jvaWet559Tfcs2wldoc7q/7JONrs+n1N02m4GqSiypEmk4m4SjSiEo2EiUc70RISgi7Q0d7Eltd+RXtrPQCTp89n3h1LKShw4s6zIkoCLc0hwsHBvRerayfwwMN/ypbXfkV1dTVLly5l+fLlGTbpGzZsQJJNPPDwn1FdO55Tx3fT1nIds8XG3FsfHNR+/hjQ0WZ4Xt3wJF8s8zUpcpT1EYyZQw4fLXJEI4d+UVhYyNixY1m3bt2QRHzr1q1jxKjhLFg4AUEQiMcVgoE4AX+MUDBOIBAjFIz12baQA1y5dJ6A34fVZmP0OGOmO1XRcLo9NNRnJgprqk44lCAcSqStGK02ExaLhNht5KJnCeurrzvPri2rUdQEjyxb1uvmv279eo7te4db7llORfWofo9bVRWarhstXimikY1k+Dpa2LbpBeKxCDaHi0goQF5+EZNmTe+5yRtCOBhCSRgOMXmefNqbYwwbcWNEo2caeHdkIxvDRhguW2Mnj6K8qpQXfrSGn/zDr5g4cxxllcUZ66cE4ZquIwkwZuIkmhsaOHfqJFNmz0ZVdcJBiYUPPskrq39KKOAFIPEBiEYwECcWVTh9bCuaqlBQXEP5sAmDcpgaEgTIy7ck3Z2GtuqFUwdRlATPPju4/vSnn36a6upqXnjhBb75zW8iyzKrVj1DVVU1bc0nKa2cmV5e0xT8nVfobD9HZ/tFVKUr/FAUZUOzoevJvKAen4V166m/vJuJMxdTVDYSIUky1IRONKIhmzIvnt1ZwOTZn+P0kXUE/U2cOPgSU+YsoaxqDBabaBACXe9GNrJTBNlkZsEDj7N53TME/Z1sf+1F7n74y1gstl7L9gdN04nHVM6d6sTlNgil2tOxTjeu/+7t61GUBFabk8WPfJmZc+ficJozKha1w80Eg3GaGwODssStrp3AF1b+PWdO7WPb2++yZs2a9HP5haXMnbeY8ZNuxmKxEYtF2LPLSKmfffN92OyuIZ3rHzLkZLL7jU7yOZxdJhRW2YHTcmPtoznk8EGRIxo59AtBEPjqV7/KX/3VXw1JxLd+/Xq+8/d/mb4hmc0yBYUyBYX2jGUjkQTBQCz5Ezd+B+PpVob/ykhVMyZNnYEsm1BVFb/PC4CqWgiH+g7W6m7FKCSFmYbridyrhae+7jzvvPYbFt27iGf7yUh5cuVKNr/2IvMfeLxfstHacBUlEcdqd1JQXI6ug0YmyfB729i68XlikRCewtL04HnynAVDtrLtC/5OY5tOtxvZJNPeEmPYiMHbLbc0tHHl/DVEUWDmrf27F/UkG952HwDFZYXc9+hdHNh1jFOHzvJvf/NTvv/8/8qwvkxZ3BoEUGL0hIm8+9YWzp88ibcjSkdrFFXVsTs93Lv0K7y6+ifEomFUJUE8HktrNgaLSChBOKTQ3lpHw7UTAEycdi+iKA7aYWpIEKBmVB7hYIKOtsGlmeu6zrmTe3lkiEnSy5Yt46c//Snf+MY3DH1QeTnLli3l9TfeoahkEj7vJTrbz+Ntv4SmdX1+ZJOd4rLR2J15XD77HvfcvYhnn+3ns/DkSjZvXsf0m5dTVDaCRFwnHs0yaZL8qJnNDibN+Axnj2+is/0SR/asZ7p4H56iWenFumiG3ishPQWr3ckdD32BLeueoaO1gZ2bX+LOB/pwZtON2qOiaChxlURCJxHXUNWu4wz5E7jzLRmWw7FomF1b11J30XhvjB43iS/96Tfw5PdtqOB0mnGMLsTbGaG1OTjgBJLFamfqjAVMmHorwbCXRCKGyWTBYrUjiRIWyag+HdjzJpFwAE9+KZOn3d7vNv8YoKkaXq+X0yf2cPbUbmRZZs2aNTc0yefJ7yIWRY7BfYZyyOGjQK6OlsOAeOKJJ7Db7Tz11FODEvE99dRT2GxWlj720IDbttlMFJc4GT6ykMnTyrn5tlruWjSaW+fXMmVGBSNGF1JS5sLuMNOrn+CPGLquc/RgSp9htE0F/D50XUcURaLRZIjZYLaVJB2dHRGaGn34vQmiEQ1NN9qldm1ZzaJ7F7Fp48Y+B3VlZWVs2riRRfcuYveWNcRjfWtvUvqMyurRgNCLZAR8HWx9+Xmi4SCewlLKq0aSiMfIKyiheuRElPiHQzJTQvC8AqOVIBJSCAcH38K3/90jAIybNgaXxzng8t01G4pinLOma0iSyF9//2vYHTZOHDzDmmc2ZaxnTTtPGeddO3o0ssmE3+fl3InLGbPNefnFLHzoS+m/33n912jq4F3EYlGVgD+BrmmcPGyEIlaPmElefvmQHaYGC7NZwmaXKSyxUVxqH3gFjMFuZ/vQk6QfeeQRzp49S0eyZQ4MY4pQsI1De3/MxTOv0tF6Fk1LYLG6qKieyeRZn2Xu/K8xfPR8rl3cl27V6vezsGkjixYt4vj+jYSDkT5JRvd3siSbmTxnGRXVkwGdw7tf58T+HV3Ev9sEQH/ifrenkAUPfA5JNtF49QJ7tm9Mb0NVdKIRlaA/QWd7jLamMJ1tUQL+BNGIkkEykoeIrzNGLNmC2dxwiY0v/jt1F08gSRL3L1/Bym/9N9weT98HlIQA5OfbGDWmiJIyJ+JgUtcFHavNgctdgNXmSCaJa6i6irezhWOHtgNw64JlSNIf37yopulEowo+b4STx46yaf3T/P6Fv+fIgdeJhL1oGmmnrsEgNcn3+JcfTU/yuSwerKbBfe5yyOGjQI5o5DAgPB4Pq1evZvPmzTz88MP9ivgefvhhNm/ewt//2z/gzrsxAa4oCjicFsrKXYwaU8S0mRXMWzCcuxaN4qZ5NUycWkbNiHwKix1Zk7T/GNDcWE9LcyOyLKcT1lP6DIczDyWh31C6t6ZpxKMqQV+cjpYYJw4dMNpTBpmRsuqZZ1BUhUtnjva5XMrWtqJ6NFqPNq2gv5OtLz9HJOQnL7+YeYse5fzJgwBMmXMHgiASi3047XQpIbg735Me8LW3DN6h68C7xjnO6adtqic8hXn8w9PfSf/9n3+3ioa6JsqGlfC1//klAH7947WcO3ExvUw6S0PXSMQ12prilFYYwvPrV8/22kdJeU36//V153h365o+dTfdkYhr+DuNdqtrV47g9zYhmyyMnXTnDTtMDQZuT5few1NooXyYY8A5g0TCeJ1utD89EAj0egxdw2bPZ1jtTUyd8wVmzfszRoy9i7z8KgRBpLH+BKqqDLpVa9WqZ1BVhforx3sv0INkgJFAbrHKTJz5AGOnGunNJw7sYP+O19A0LRkUmBnm1xeKyoZxy8JHQBC4ePoQ+3Zupb0lRmdbjKAvQTSsoiS0QRlEiKJANJrgxKG3eH3tLwgGfBSWlPDVv/lbbrv7HnRBI5wIomiDI+miKFBU7GDU2CIKiuz9tuH19R2maArvbV+PpqlUD59A7YiJg9r3px26rhNLBiG2tYa4VtfMvt1v8fLq77P9raepv3ocXVPJL6zipnmP8fiT/xvZZB60U9dTX8mc5BPI2dnm8Mnjj3OUlsOHjkWLFvHqq6/y6KOPUl1dzbJly3jkkUfSvcvr1q1j/fr12O121m/YQEx3culCOyNGfXguF5Ik4s6z4s7LFHUm4irBoNF6FQjECCV/K4kPnhfxSeFosm1qzITJ2JKuTV5vyqrVTTx+Y+L67rd1XdO4euEQjzwyxPaUpUt5a9sOxk6Z28tdJujvxN/ZiiAIlA4bnvFcKOBj28bnCQd9uDyF3LXkCc4c24OSiJFfVEbVCCOQLhZVcbg++KA3RTTyCjzoaAiItLfEqBpE+1Q8nuDw+8YActZtU4e0Xz01ayxAR6uXv37iH/iX5/8Xdy25jX07DrPzzT18/9s/4Sfr/gmr3YrFJhkJ7+1RQr4Iug7DasZQX3eW+rpzTJ4xP2P7giBgMltIxGOAwMUzh7BY7cy9/aE+bT9VRTNscNFJxKOcOb4NgDETFuDJz/tADlP9QRAyiQaA022mUhJouBbKyNqIhIN0tDbQ0dZAS+NV4Mb7010uV6/Hpsx6HJenMus10nWd1oZjQ/8sLFvKG2++Q3nVjK7tZiEZAGarkZUgm2D6LXfhdLs5+O4bXDp9iFgkyM0LH0E2Gba+PdundF1HSeioCZ1EQkNJ6DgcI5kwbRGnDr/J2eM7MJudVA3v0jf1JQYHgwyYLRJWm0Q04mXH5t/R2mRc81m3zuPBRx/DYu36ntV0jXAihFW2YpYG16onSyJl5S4KCu20NAfxe3u3zfWciEjh2pXTXLl0AlEUmTd/2aD292mErhuvVzymEIupxOMKmqbT0X6NKxf2cf3aMTTV+C6XZTNVtdMYNfYmaoaPwGKREUSBzz35DZ7/xQ9YsmQJzzzzDOXlvVO9GxsbeeorT7Fl8xZ++eKP05N8HlsRJumDGzvkkMMHQY5o5DBoLFq0iLq6Ol544QV++tOfsnr16vRzY8eO5Qc/+AFPPPEEeXl5hCMxXn9rD0f9DUyaWpbRk/5hw2SWyC+wk1+QWR6ORRUCaf1HUgMSjKOpn34BesrWduqM2enH0hUNRx6x2I2RqO4z34l4BL+vdcjtKcuXL2fNGqN9ymLNvOYNyWpGUVkVZmuXSDUc8rNt43ME/Z043QUsXPIlBEHg7LG9AEyZc2faPSce+XBap1Iajbz8fFRNM1rOku1Tdmf/X30nDpwhGo5RUOxh5PjaIe035ThVUlGE1Wrh6sX6NNn4xt+t5NSRc9RfaeQX3/8N3/y7lbQ3x2i4GiEeVZFFMwhdIvrm+ssoiTiyKXOwIMtmEvEYM26+h0Pvb+bUkV1YrXamzV3Y63g0TcfXEU8P6s+f2kE8FsLhKmT0hLkfisNUX3A4zUg98jQ0TSMYaMfbcYULpy/T1lxPe1sDkVAgY7kb7U8fO3YsBQVdeoK1a9fidBXh8gzrk4gpiQjBQNsNfxaURBST2Xi/Z3v3yiYBSTb2bXMaJHr0pNlY7U7e37qe+ivneOeVX3P7/Z/BYrGjaRBX1DSxUJXsG64eMZNo2M+ls7s5ceh1LFYXJeXZ9VPdyYXZLIEAF88cYvc7G0jEY5gtNm696xHm3n4TFms2MqETVSKomoLFZEccpGOA2SwxrCqPSJGd5sYg4ZBRVdPIXpXVVJW9Ow0B+ORp88kv/MPSFyQSKvGYSiymEI+r6c9dIhHl2pUjXL64D7+3qxUqz1PO8FFzqB4+nYICN3aHCUEQECWB6tp87PYSbLbv8OzP/r1fpy6bzcovX/wxt91hWFRLgol8e9Encg1yyKE7ckQjhyHB4/HwzW9+k2984xt0dHQQCARwuVwUFBRk3MTtNgv3330Tb27dz77d15g2qwKb7aOZNe0LFquRulpU3DWDreuGXiEYiBHoJj4PBeP9N0Z/jPB2tlN36QKCIDB52qz0481NhuWsw5lH4kaJRrfRiqIYN/wbbU9JxGMZREPXu/QZ5d3E4pFwkG0bnyfg68Dh8rDw4SewO90c3PUmqpKgsKSSytouG9xYzEgX/qCSnK6KRj7JYQ0CAm3NUaqd/Wsu0ra2t00bcjhYa7ORoVFWWcLf/uAb/M2X/k8G2fj2//0a3/nyP/LG6m2UlI9i+OgJiOnJcKPykpdfgsPpIRT00lR/mWG1mWnQJpOZCFA+bCRz5y9m745NHNqzBbPVxoRkW05yg/g6YihJch30t3H5vEHuJs+4j/wix4fnMJUFNpvO1UsXabx2jYbr12i8dp2m+usk4tkds+wON6qqEIuGURRlyEnS69ev5wc/+EH6NTMe20DNqPn9vo6qagjDb/SzoKpxTNiyfoUIycwMAJNZwGTuIl5VI8ZjfuDz7HrzJdqbr7Nl7bPMvPUxbA4PIPQpCu+O0RMXEIsGqK87zuE965g7/wt4CioAPek+Z2RtpMgFGKny729/mYtnDgFQWlHL/EWfxenOp6UxjK7reAqy2wEntARqPIDN5EASBl95tNlM1I7IJxCI0dwUJBrJ/h44c3wP3o5mrDYHM29eNOjtf1JQlG4Vi5jSK9vG29nA5Qv7uF53JP2dK0oyw6qnMHzUXPILhuFwmHG5LekJOdkkUlObn24NnjB5Gt/715+yd/cOdmx9M8Opq2Z4Nd/5+79k2WcW43J3VfIKHaWIQ3h9csjho0KOaORwQxAEgcLCQgoL+26Nstss3LtwNpu3HWDPrqtMnVHey3Xq44YgCNgdZuwOMyXdxi6qqhEOpQiIUQEJBeNEwn07O31UOHb4AAC1I0eT5zEGMpqm09LUChiZENoNk6Ku9WTZmMm+0fYUUze3I103iEvTdSMcraJmNDo6sUiYbRufx9/Zht2Zx8KHv4TD5SEc8nP+hNEeZmgzurWJaJCI6+nB2Y0iJQZ353sAYyZdEiXam2NUjxwc0Zgzf9qQ95uqaBSVFpBf5OH7z/3PDLLxf37537lz8d1s27iFNat+w1f/+3cMK8tIV7uLIAhU1ozh3Ml91Ned7UU0UhWORCLGxGnziEXDHNm7lT3bN2Kx2Bk5bnoyKyNGopsD0Kmjm9F1jZLy0YydOOlDc5gyCHyA9tYGo/2ptYGOtkb83rass9Ymk5myYZWUV1VRWl5JR1uEcycPpdt3JEnGnV+Gr6OBJ598kk2bNvWrm1AUha985SvY7Xa++MUvph9bufIpREmmpHxSv8cvSR/MSlSSzH3OU5itXUF6VoeIkmx9UuI6iqJjkiuYffsXOPTeS4QCHezd/mtm3PIo7vxSBsMCBUFg4owHiUaCtLdc5sB7L7Hg/pUUFhdjs/a2Km5prGP7m78j6O9AEESmz13IlNl3ZGSDtDZF0DQoKOoje0TXCMeDWE12TOLQJpBcLgtOl4W2Nj8NjUaieArRSIhDe7YAMOOme5BMn762H1XV0hWLWEztJbAH47uw/upxLl/cR2f7tfTjTncxw0fOoXr4DMxmG2azhDvPapDAJMwWiZrafEzmTJJgdzi44+77Mclmfvf8LwD4m//9v3jya4/0yvixSDZcFs+HeNY55HDjyBGNHD5S2G0WFt01iy1vH+TQvnrGTiimqsbzSR9WL0iSiMttweW20L0DNpFQCQXj6darQJKAfJQBhD1D+gDa28IEkxawZsvADkh9ofugz2S24c4rZu3atUNqT1m7di3uvGLCfhkloWC2iEgmYwCjKglsdieewlJi0QjvbHwBX0cLNoeLhUuewOk2iNPJg++iqgpFZVUZ1Y8U4lEVs+XGv57isTiRUBjocp3S0BCRiEVUQv4EDnf2AVLD1WauX25AkiWm3zx5yPtOpYIXlRntO9nIxue/9jVOHjxJ0/V6Nv7mRe5b/iVjZV1PDwzTROPquV77kE0GyUuF9k2fezexaJjTR3ez862XMFus5BeMJBbtqny1NJ6npfE8giAy9/aHbthhStNUfJ2tdLQ20tHWkCYX0Ugo6/KuvDzKh1VRXlVFRfJ3YUkJgiBw4fRptr26ibqLhjhekmSqhk/H72ujo9UgrW+++SaLFy9m1apVffanf+UrX2Hz5s289tpreDweGhsbWfnUU2zevJkZtzyKy2MnkRzYZ2tBkk02nK6iG/osOF1FyFnDAPUkwRCIRY0ckUAfPMbpLmLO/C9waPdqgv5W9u38DdNveoTC0hGDKjjJssTNdz7Grreew9vexPtv/5b7lv8pCF2TAZqmcfzAdg7t2YKuazhd+cy/97OUVtRm3WZ7SwRd1ykszp7ToaMTSYRQJQsW2TakwpgAuDxmah1uOjtidLZF0TSdw3veIh6LkF9UzphJc1F1FQ190G1aHwWM3BGDVMRiSgYx6gm/r4UrF/dx9fIhEglDkyKIEpXDJjJ81BwKi4cbbVGigNttwWY3ZUyyWG0y1bUeZDl7JaKzvY0Nq18wtisIVA+fwukTLUyYXJqxnSJn+ZArsTnk8FEhRzRy+Mhht1m4586ZvPX2Yc6cbCDgjzFuYsmH79f/EcBkkvDk2/DkZ95sYzHFCB70d9OABOOo/dyEBoNwKMTZ04Z//ZSkPiMeV7hW14zfZwxgZdONEQ2jbaprlCUIApW101m3bqjtKRsYO+lO0AViIZ1ISEEU4ep5Y0BcXj2KRDzG9ld+TWd7E1abk4VLvoTLY1S/QgEvF5JOU1Pn3pn1hhj/gM5T/uRMs8VmxWpLvXZ6un2qvSXWJ9E4kLS1nThjLA7X0CtwXRWNrmqfqlr53Ne+zjP/+iNam5r49U9/yuLHP8NLTz/LhVOnOXHwfaqGz8pobauoGoUgCHg7WpLalq62HlO6omEQDUEQuGn+YuLRCBfPHubt137NnNu/QGGx4VClaSonj7wJwJiJN1M8SMFzPBalo80gFB2tjXS0NtDZ3oSq9ibagiCQl19CQXE5BUUVTJg6mmHDq3G5M93ndF3vTTBkmbJhI1ETOnUXD2QQYlEy8dZbW6mqqmLp0qWsWLEi3Z++Zs0aNmzYgMVi4Xvf+x5er5dHH32U9Rs2IEsyt97zWRwO4xpItqQ4N66jJDQ0LfPYC0snsm7duiF/FmpGzk/HgmuawRU1TUfXwWSCmKYhCGBy9E/srHY3s2//PEf2rKWz7RoH33uJybMfoqIqezVGFA2BudkqIptEZNHKwoe+yBvrfkHA187br/6a+5f9KbLZTCjgZceW36eDNIePmcotdy4bMOyvozWKrkFRad/LxdUYqqZiM9mHlDyt6yqCKFBQZCXPY+bciUucOf4+ADfd/lByll5H1RKI4sdX2dA1nXi8q2KRGMBURFUVGq+f5PKFfbQlyTGA3ZHP8FFzqBk+E4vV+M4WAHuyTarn/c/uMFNVk9ennlHTVH71ix8RjRjW4qkqRv01H4IgMH6SQd4dZjc20+DzgnLI4aNGjmjk8LHAbrNw953T2fqOSP21eoLBGFNnVGD5ALPWnyQsFhmLJTOAUNd1ohEl6YAVI+A3KiGh0OADCE8dP4ymqpRVVOJy5fHOltfYsXULrS0N6WUO73uZ2pE3pcvvg0W2dqthNVO4eHonTz65kk2bNg7YnrJy5VNIkkxlzZQkbdENlxwNmq5fAMDhqubtjb+hs60Ri9XOXUuewJ3fJUo8cWAnmqZSWllL2bARWfcVi3wwopHWZ/Toudc0FVE0wvuqR2UnbPt3HAH6TwPvD23NBtEoLisg5E9w5XyQgDeBxeLgiW9+ned/9BNam5p45cWXuHXhXex44012bn6VB1ZU4SnqGuBarHaKy6ppaayj/uo5xk6am34u1TqldEsHFwSR2+5+lEgkTMPVs+zf9SI3L/gSefnlXLmwj1CgHYvVwax59/Q6Zl3XCQV9GW1P7a0NBJLktidkk5mCogoKiyvSxCK/qAxZNsib3SFTWZOZ4pyNYIiiiN3pIRz0UX8l08q3qGwkI8bchKewGlWJc2z/G7z88susXbs2vYzV5kKSrYTDIf77f//vAHgKipl2092MGDcNk9lKZ2uclAeCIAiYLQImi4CqGKTD+B2hrek0uq4PulUr1ZaVXzzeIMY9Pl6S3NUyJZmEQU2smMxWZtz6GU4ceIXm+jMc27eRWCTE8DFzk9erO7kQMlsOAbvTzV0PPcGb635JW/M1tm/+HSPHTue9t9cRj0WQTWZuXvAwo8bPHPSMd2d7FF3XKS7rm3SrukI4EcAqO5DFwX2na92MKURJ4L13NqHrOiPHTaG8qqvKqWoqkvjRVTUM8qmmKxaJhDoouV4o2MHli/uou3SQeCxZzRMEyivGM3zUHErKRqUNLsAQxed5rJhMvasVLreFyqq8ft8jb76ynovnTmOxWInFohmv3/WrXhBgwqSyXDhfDp86/GGO8nL4g4TdZmHhHVN5eztcb21g73tXmTazopdd7R8qBEHAZjdhsxshhClomk44ZDheBQMxgn5DB5JN/5Fym6oYVsN3v/01EvE4y5Yt6+Uysm7des6eeptZNz1GafmYXtvJiixZCyazlalzlrJ582oWL17CqlV92yeuXLmSzZu3MPOWR5HN1oxZ53Cwk3DQ6Pm+duEg3s56TGYbs2/7HCa5kHhMw2QWCQU6uXjmMGA4TfWFeEz7QILwnvqMFPRkzSCWDDVz9qhqRCMxju47CXwAopFsnYpGrBzfn9kr43S7eeKbX+e5H/2YtqZmDr+/h+pRI7l64SLvvrWG+1f8maHXSLVPVY8xiEZdX0QjMxdEVQSmzVpONPxrOtqusnfnb5h162c5d3I7ALNuuRdZNtHR2kh7W6aeIhYNZz0fhzOPguIKCoorKCwyiIUrryBjENUTbk93/Y5BMLa+somrl5L5IekKgEbQ35F8SETXNUxmK7ff8wUstnI0zZhNDgQ7aGs5i66pVNTMoaJqBpJkRjZZQQCzJYYzT8dksWC22JC66Q0sNpFoKPO9LyAgywKybDiinTj4O0LBNkTRzObNmwfxWTDaskZNWIooWnuRDEGA1CF0F4MPBpIkM2XOEs4ec3D14kHOHt+KogSZces9mMxi3wQh+YHxFJRwxwOfZ8vLv+LqpZNcvWS8n4tKhjH/3s+Sl1886GNJwdsRQ9ehuMzW5/41XSecCCYtcPv/TtcBtdv30emjR7l45jSyLLPs85/B7nDR1hIhElbQ0VE1BXGIWpA+960bFa1YN8vZwUreNE2lqeEsly/spaXpfPpxq81N7cjZ1I6Yhc2el7GOJAm43VZs9uzH78m3Ul7p7pf4XTh3mtdfNgTgDz3yWda++Ktey1yv8+Ky5DHq5sHZD+eQw8eFHNHI4WOF3WbhzgVTeXu7SH3bdfa9f42JU0opr7ixcL8/BIiigDMpgKS8a5ZXVbWk5a5RAensCHHymDEIP3pwL4sWLWLVqlW92jhWrFhBU1MTTz65ks2bf81Nt31hUGRDz9acDhSXjWTmLY+ybdsGqqqqWbYs0z5xzdq1bFi/HoDJMx6gqHRkL4Fva5NRzZBkE97OemSTlVnzPosrr5R4VCMWBUFQOXFoO7qmUTZsJCUVNb2OJX2sukE2LNYb0xH4OrxAlz6j+1XQdA1JEGlvjvUiGsf2nSIeS1BSXkTNqGFD3m88lqCzzQeAqmSvNjndbr70zT9Pkw1N17DabXS2NXF4z1bm3vZQ2m2osmYMh/e+RcPV88lqjDF6NSU1GoluFY1UVoYom5g973He3/4cfm8Te3Y8h6YqmC02Th/bzfvbX04P4LtDEEU8+SUGoUgSi4Kicqy2obVhSKKA02VC13XOnzrJG+vW01R/LXOh5Psnv7CMwtJh1F04QSIexZVXwD1LVuL2FBIIRgj6IRYJcnjPWnRNpaB4FMNHL8gYlIkimC1247VMEpjuJNVi6U00UgiHvBx490XCoU7MFifjpz5KJOxn69ZXs34W1q5dy/r1GxBFmVETlpKXX5u8eGSQDalbtUE2C4OuHqTXl0SmzF2EOz+PEwfe5uLpPShKiJvverjPhOzu2RsmkwWbzUE45AegrHIEi5Y+9YHStX2dMXRNp6TC3u/5RJUoqqb2a4FrVDOMC6YkEry21rBKn7fwbgqKDSI0rNZFKJCgrSVCIqYgifINVzWURFfForvl7GARCfu4cnE/Vy4dIBrxJx8VKC0fTe3IOZRVjM0Q04Px/nM4zDhdvdukUigstlNa5sr6XArhUJDnfv5DdF1n7q3zmTpzdpJoZG5TECRa6uMcPnKZ6dOGZ99YDjl8AsgRjRw+dhhkYzLvbIf69gaOH24k4I8xemzRfykBmySJ5Hms5HmM2b8dW98lFo0iyxL33LOIjRv7bmUqKytj06aNLF68hG1vv8TdD/zVgG1U/SWJF5WOYP69f0593TE2b9meYZ/ozivGYnUTDnXS3Hie8preAukU0VASMSTZzKx5nyEvvxxd1xEEY/gT8ndw7ZKRtj1izO0EvGq6jSXbjTgevXGikdJo9CYadBGNlhg1ozPbp1L6jNm3D93WtqM1xpH3r6LrOpIsYXf0PUDvSTZSy546/B5VteOorDaIY1FpFWaLjXgsQmvTtbRw12TObJ1SVY36q010tjfi9zbh9zYRjxkVilQgWDwWoSNm9HebzdZklaI83QLlKShFGiARezBwuk3s2bmDd15/jYDP2+v54rJqakZOombkRDraGtm5+feGMUBpFXcv/jI2m5O4GsViEwGBvds3EI0EsNkLGDPxwV6vS6o9SQeEjGTt1EBfRJJA7cGtgoF2Drz7W6KRABZrHuOmPIrF6kGW8xk7ZSUdrad47fV3Mj4LDmcRlTW3U1g6EVnuMXOcPCxJ7Ho/C4JhaTsYiCKYLCJmq5Bui5o0ex5Ot5u92zdRd/44sUiI2+97DJO5d8VAR0fXNU4f3cOh3ZvRNDUd7NhUf4nL548xatyMQR1LX/D74uhA6QBkI22BKzsyqkspaHrXi/He29voaG3FlZfHgvvuz1jO4TJhd8r4vXH87Spog7NrVZXMioWqDt2lT9c1WpoucPnCXhobzqTJsdnioHbELGpHzsbhLMi6rsUik5dnQc7SJpVCSZkzw3o9+zHo/PZXP6ezo53i0jIe/fxKwuFg1mUdZheiIHLhopHRkSMbOXxakCMaOXwisNss3LFgMu9sF2hob+DKxQ6CgRiTp5Vn7WH9r4C33ngHMO5nq1at6rdHHIxAs1WrnqGqqpprVw4zcswt/S6v95HCC6m0aSu1o+dQM2o2iXgERYkjy2ZMZhsBXwu7tj5DU/1p2luuUFhSm143EY/Q1myIIEVRZta8z+IpqOy1j/OndyZ7vUfhKahEiWkoRrg1slk0SIdZTLecxKIa/c/19Y10RSNrLoKGhk48qhLwJXDlGVUNXde78jNuH3waeDiocOV8EH9HPN025crz9LKc7ImeZEM2mVEScd7dspqln///sFjtiKJIRfVorpw/Rn3dOUoralEVhXjMcLSprzvH600/o621ESXRO3m5O+wON7Nve4CS8hqcrvwPldTruk5r0zWOHdhB/dXTqEqmWLykvIYRY6dRM2IiDpcHXdc5efhd9r37GqBTPWIiC+79LLLJTEKNp6tvx/e/RWfbVSTZzPhpy9JuW90hCL1b7Homa5ttEuGggqbqaCr4O5s4su8lEvEwVlsBYyc/itniRFUMkbjJZKW0YgZlldMJ+C9y/uRGLFYP46d9qd92PgGQTF0FDpOl/2qGKCXJhUXopblIYfjYKVjtDna9uYam65d4a8OvuOPBz2NzZH46IuEge7a9nM6yGTZ8HPMWruD4ge2cPPwuu95ag93uoqJ6dN8nMAgEfIbmrGyYo99zM9LEg1hlW690aj1JNAI+H2+/9ioA9y5dlpFGnoJhMmDBnScQ80u0t4V7ad66W87G42q/zlADIRoNUHfpEFcu7iMc6mp9LCoZzvBRcymvnNBnZUiSRNx5lv4zowQor3CTXzCwvm73jm0cObAXSZL48p99C6vNRihkEI3ul14S5QwB+IWLTQgCTJuaIxs5fPLIEY0cPjEYZGMS7+wQaGxvpK0lxL7dV5k2qxKH49Pnn/5RQtM0tr7+ttGjvGzZoFxvAMrLy1m2bClbt+1k6swFKIqOklCNgLYek3iDndMzBLN2zJYu8aczr4TqETO4eukgp49u4Za7nkIURTRN5cCu36e3PvPWx8gv7N1yFPC30nDVcNMaM3F+rwPrIh0asskQ7MryjQ8WUhqNvB4ajfQuNQ2SmRoponH9SiON11owmWSmze0/dwEgEde4filEc0M0Pdvp93oBcHuy77cnepINQRAJh/y89/Z67rjvc8SiYZxOo+f79LHd1F08gbezxTh+oLO9K2FYFCWc7mLyPGW4PWXEE1HOn9yOKErIJhPhkJ9zJ/dTO3Lyh0IyNE2jpaGOi+eOcuXcEWKxTI2H053PhKnzGDluOja7M2O9fe++wqkj7wEwfsotzJ2/GFEUUTUlPdt98fRhzh43wgXn3rEUWSzMcIpKobtUJF3H0HVUVTfyKhSNeFQjFFBBB7+3npOH16AqMeyOEsZMWoHJbDNISI/tC4KIO68UgHgsgCB0VUqyoXvLlJAk0D0xGHLRHTqGk9tdDz/BjtdepLOtic3rnuHOh76QNlloqDvP+9s2EI2EkCSZWfPuY8ykOUiSiTm3PUA46OPy+WNse+0F7l/+VQqLK/rd50AIBhI0XgtRNszRr4BZRyeihJOtVF0WuGryQm/ZuIF4LMaw2uFMm3tTv/sURB1PkZn8AjvNzX5aGoPpkLzuWTE3Al3XaWu5zOWLe2m4fgo92VpoMlmpHj6T2pGzceeV9H1sAjidFpxOc7rCln1BGFadh9s9sC6xsf4aa5JajMXLH6dm+MjUwXbtNAmnJa/n6py/YHw35MhGDp80ckQjh08UdpuFO+ZPZPsOaGxvIhQMs/e9OqZMrxiwrPzHhKMHj9PeZohily9fPqR1ly9fzpo1azCbFNxuY0Cn6cYAS1E0lIRGPKGSiEDP1vxUa1Nf0OlquRo14XYar58i6G/l2uVDVA2fwdF9L+PrNByxistGZlQ6uuP8qZ0AlFaMJS+/t8C22wEZQWZxCAdUZFnC4ZaxOwUkU49G+D6gqioBr6GTcGdpnYKuTI2Olhg1o42Z2ZTb1OTZ47E5+h4IaJpOc32E65fCveyMU0SjL4KTDU63myf+/Gs884Mf4us03gNXzh/jt1fPE0+2OgHEouG0YFuWTShKAqergFHj5+P2lOF0F6X7xFUlwY7NPwFgyqw7qBo+jjfW/5LGaxfY/uaL3HH/53r1lA8GqqrQdN1ow7ly4US6PSsFQRCoqB7DTfMfIi+/98BMScTZsfn31F00SOfs2x5g0vTbEQQBTddQNMMgob2lnn07jJnuybPmU1U7Dm97gkhYQ+vRBiMIAroOiZiWJNrGD3pmsrYkCbS3XOHUkXVoagKnu4LREx9Bli2oit5nqrckuUAQkrPwYUxmJ6pCrz5/UTT2kYLZIhqJ7zoISXJhsQqGG9VQiZ6uU1BSwd3LVrL91d8Q8HWwZf0qbrvvMa5fOs2Zo3sA8BSWcvs9j+IpLE2tiCBI3HbPY0TCAZrqL/PWxmd58NGvZ9gl3whCQYNslFf1TzYA4loMNd5lgavpGvV1dRzcvRuABx99rN8KoKbpRMMKHeEOtLiZaCSBJIuo4cQHIhnxWJirVw5z+cJegoG29OP5hVUMHzWXyqpJ6WDTvmC1yrjzrMhy/xVMURSoqvHgcA48iZaIx3n2Z/9BIh5n/KSp3LnowT6XNUmWPsX3BtkQmDa1dsB95pDDR4Uc0cjhE4fdZmFBkmw0d7QQSQQ5tL+eMeOKqB2RvQf2jw1vvfF2+v/5Wdt9+kZq+bZ2H3keE2IyEEqUBEwmEYtFxo6GxRlH043+ZTWhk0hoqKrxdzb73e4kAwzB7egJt3PqyGbOn9xBe/NlWhq7wuSG1U7Penx+bzNN108DMLpnNWMAhIMKiZiGtxXMVgm7U8LmFJDNfZOOoM9v6CQkCaerr8wRHR2NeAyCfgVXnon9Ow0hfn9uU972GFfOh4iGsgc2+jq9QP8VjXg8TktDI8319TRdr6epvp7m+gbisUwHqRTJcOcVEgkHSSRiTJo5n4lTb6Xh+kXe3fISVruHYbW927yuXHyfcMiLw5nH5FkLMJnMLHzwCbZsepa6iyfY/fZ6br1r+aAGvEoiTv3Vc1y5cIKrl06RiPdu0RJEiZoRs5hz+z04Xdkb3iLhIFtfeY7WpquIksTt9zzGiDHTjCd1HUU19CbRcJCdb/weTVWorB3L5DkLUOIpVzeRaERFiacyK3R0XSceoxdR6Fl96Gy7wMnDG9A1FbenhlETHkYSTaiJvmwSjLU1XcRidROL+IhGvFisLkSzsT9VAU011pdNPQTqVgGzRcJsFTCZunQkHwTOvHzuXrqSHa+/SHtLPVs3dLkPjZ08l+m33IO5e3tZ8hLIsom7HnyC19b+DG97M1s2PssDK76KxTr0nJjuCIcSNFwNUlHlRJT6fy+pukI4HsBqcqBqCq+89Ht0XWfanLnUjByZsaxhFa4SCSUIhxWi4S5nKLOkIQkSJlmioMBOLK4Q8MWIx/vPu+i+7c72a1y+sI/r146lNUyybKaqdhq1I+fgyR+44iPLIu48K1brwMMoSRaprvX031LVDRte+jUN16/icufxhae+nkHCUu9Wg0QLWasZ3XH+QiOCIDB1St/mGznk8FEiRzRy+FQgRTZ27BRo7hAIxwOcO91KwB9jwuTSPkOM/hig6zpvvdZFNDo7+4gP7gOp5SNRFa0zSOoWhCAgCsbNSNNUVBKIooAgpuw3RUwm0lkmmqYnf4zBk6KqvUZGw4bP4OrlwwR9LUmSYQz4BUEcsJpRPmxCv+0H2aDEdUzJe3M8qhKPqnjbwGQxSIfdKSJbBOimP0llaLgL8hH6nSXVEEWR9uYosqxy/IBBhmbf3pswRcIKdedDeNtivZ7rjp6tU0G/P00mUr/bm1uyCvNlWcblKSbo70wP5vMLy1jy+F+wf9frnDz8LrFIGIfLA5rxmqlKb4vkeMzP+ZPvAjBr3v3pcL+K6tEsuPdx3nn9N5w7uR+L1c7seQ9kPY94LMK1y2eou3CCa3VnMvaTsqEFQ5NTM2oWI8feiqcgH6cr+2yt39vGlpdX4fe1Y7bYWPjQlyirTLZ06JBQEwb1U1Xe3byGcNCPy1PILQuXoakC0ahCLKqiqaCqevLHWF2Uejcz6egIuoAuGM81XjvJ8QOb0HUNT+EoRo57CFGQjEpG1iNOnayxNYs1L0k0fOTlVyWvg4BsAl0GWRbQAU0D2STiLpBxOMVe4hFBH2B/faA7ZTLbbNSOmUJ7a0OaXY2ZPJdZt9/fa9nusFjt3LP4SV5d/RO8Hc1se/V57nn4qXT2yY0iElaovxqkotqZUdHJBg2dUDzA4X17qLt4AZPZzL3LliXJoko4pBAJKUTCSp/OUIqmIEnd7IvNMpZimUgkQcAf61OfkUjEuF53hMsX9uHzNqYfz/OUM3zUHIbVTEu7ufUHQQCXy4LDaR4UUZdNIjXD8wedGXX88AF2bDPCNb/w1NfJ8/SYeEpdFgGsJjvyIGx/z503qs45spHDJ4Ec0cjhUwO7zcL82yewYye0dooEYz4a6/2EgnGmzazAOsjZoD80XDx/mSuX6pBNMiWlZaxdu5YVK1YMev21a9fi9hRjMtvS6d86gA6pe7Wma2ialh6c6bpupPgm75Pdb5cZlQwhOZbRkyRE1TGbXUALAMVlo2htOk9+URWSqfcg09fZSHPDWUBg9ITbB31OKSgJDejd4pOIqfhiKr5240bucMnYnIZjT5cQ3NPvtnU0dKC9JUbD1TMoCZXy6lIqa7v0MYqiUX85TNP1SL+hi5qm0d7SStP1egAO79nDu1veIuj3Z13e7nRSPmwYZcMqKa2soGzYMDz5hVy/EiUSDvLmuqcJ+NrpbG9i37uvMqx2HCcPv0v91XPEogqJuJg8vnjGdgVB4MLpt1GUBCXltV0VgyRqR03m1ruWs2vrGo4f3IHFamfKrDsAo+Jw9dJJ6i6coOHahQwLXLPFjiCIxKJBdF1DlGRqRhoEw2ozKhg2W/ZWrJbGOra+8hzRSAinO597ljyJp6A0/byqJdAw9nVw12ZaGq4gm8zMvHUFQZ+IriVQEhqJeNcIy/BJMMhGtrGeQX91BHSuXT7CyUOvA1BYMp7a0fchCuLAJKMbLMlZ42jE2+s52STiLpTTDmmaomOxi2Qd7icd2LgRwqHrxGJR9m1/heuXDFJss7uIhAOcO74Xi9XG5NkLMHq1UhWUzL043fncveRJXl/7M5rqL/PulpdYcN/j/WaiDAbRiEJ9XYDKGueAk0KxeIzNSbvsm+bfTThkob3FN2hnKE1XUXUVSch8v9lsJiw2E5FQnEAglm6x83Y2GNWLuiPpz4soyQyrnsLwUXPJLxg26FY2m03G7bYiDdAmlYLZIlEzPH/QBifeznZ+veqnANy56EEmTsleJQZjOslhHrwt/LnzDQgCTJmcIxs5fLzIEY0cPlXoIhunEDpFAjEvfl+UPclwP0/+4JOw/1CwLek2Nfum2VRWjWX96t/Q1NQ0KEF4Y2Mj69dvYNzkhf3fLLvNoKd0GTp6enas+y1e7z4nqtNVHRHhzNHNdLReTC/b2W7kI+TlDyfkV9MOQIIoIAhw9vgOAMoqJ2KxFaIoenIZIatbUE8oysCDDyWh4euI4+sw2hmar3ckj6kAEKEfty1NV0nEYPfWrrYpo+dfp6UhyrWLoSTZ6UIsFqOlvqGrSnG9nuaGBpRE16x/inAgCBSWFFNWWUnZsErKhg2jrLICp7t3QJfxuoDN7uS+5X/Kq7//MeGQn1NH3qOotApJkpOi3gvEkw5TiXiUeCyUdghD93Pp3BFA4Kb5i7O+J8ZMnE0sGmb/rtc48N4btLc2EAkFaG64nFFpcbgKceeVEQy0EvAZxFKUZGpHzmbE2FvSBAMMtx2Tpfdg6sqFE+x480VUVaGwpJK7Fz+JPeWWpEMsliAaj5FIaFw5d5RzJwzx9+SZi7FaC9MZk70KQEJKSK33Ic023t915/Zy9vg2AMoqpzF87N0oMX1QJENI/wNmqweAWMSXflI2icgyeIpNmLqJvkuGmzFbRYI+haBXzf4eFoQhVzea66/w/rYNREIBRFFk6k0LGTf1Jo7t287Jgzs5vn87kVCAOfMfRJb6npQpLK7grge+yJaNz3L5/DHszjzm3v7QEI4kO2JRlforQSpqnFn1CkpCIxxKsO21V/B7vThcHqpHzSboiw05mVPtUdVIQcTIrpBlnVPH93H6xO70dxSA013M8JFzqB4+Y0A78O4wmYw2qcFWJQBsdhNVNZ4BtRspaJrK87/8T0LBAFU1w1m8/PGsy6VbpwTBmCwaAs6ea0AQBCZPqh7Sejnk8EGQIxo5fOqQQTa8Av5oJ/GYwv4915gwqZTKqv57Uv/QkNJnjJ0wnYlT5vDay6tZuXJlvzkaAIqisHLlU0iynLVPvztSN6f+xN/GElrGX6n/6brOmaNbuXb5kHGsUxZy/uT2tKVqZc0YHC4ZTTPsQTVNp7Ot3iAlgkDV8FuJRbL3UBvdXQaREQBEEAVDMJtIqMSiKpJs6E5SBKXva6LR3tKW3K4Tb4uK3SlhsSeJVQ/Soek6IjoHdx0BYM7t0/B1xqk7HyTkTxDw+TJbn67X09HWlmXka2RbJOLGjOnCJYupHT2SkvJyzJbBJfUarTgiibiGze5k8Wf/gnUv/AuJeIydm1/C4cojFgmy++1nu843EWLLxn9N/222GKLQEWOnUVSaPXDQ19mKpmnp2fDL546mn8vLL6ekYiwWq4Prl4/QeN1Ile6LYKRgtfce9J068h57dmwCdKpqx3Hb3Z8FTAR9cRIJjURCRUn2x/s6GzlxwKg6jBw3j9LKsRnb6isCJuVQFo9pPZbXuXhmF5dO7wKgsmYOtaMXGLoKVRtyNSFV0YhFfVjtIqJkvA+tdimDZFhtIjaHcS3yCky482UiIY2AVyEa7mVpNajqhqaqnDiwg1OHjHNxeQq55e5HKCyuQBAEpt10F3aHi/07X+fCqYNEwyFuX/RoMj0++5Yrqkdz290r2LH595w8/C5Ol4eJ028b4lXpjVjMIBuVNU4EAcJhoxUqHFJIxFWCAS8HdxsTKzNvvRdJklE0BVGUhjRoVnUVTdd6rdPR3sTJY7s4e3IvsaTGSRQlKoZNZPioORQWDx+SED8VtupwmIa0nsNpZlh13pBafre8tpFzp09itlj48le/hcnUfwX/Rp3jzpw1JkFyZCOHjws5opHDpxIZZMMn4It0oGs6J481EfDHGDO+eECnkz8ENDe1cPTgcQRBYMz4adgdDp786n/j5//xf1myZAnPPPMM5eW9XZoaGxt56qmn2Lx5M7NvexzTBwjrgxQRyb6MruucO/4OVy8eAGDSzAeorJ2Cv7ORxmsnQRAw21wg6IhSVw7GtUvJQV71FAqKilCTBMTIMuheYTH+UTPGYV3Pd7bFkeWu11oQU6SDtObE+G2QlWAyJM5qzcPfGSfgBVESsDtlHE4Zq8MgHSni0dTQTGd7J7JJ5uShBl5/aT9N16/TVF9POBjKek1ceXkZbU9llZVIssQP//f3EEWRW+66Y8AcjWxIEQ3QsTtcPPSZb7D+1z9AFASi4QDLli1j9OjR/PCHPyQWi7Fs2bLMFPc1a1i/fj31V05zve4sw2rGous6HW2N1F04zpWLJ/C2N/fesSAwZcaDWOwuzp/cibfjOjAwwQCDHNpsXbcSXdfYt/M1Th4xdCLDR89i4rT78ft0INnqpRu99gCxaIjD769F01SKy0YxaggtdoIoIJtFRDkdCm68X0+8Q915ozpSPXIeVcNvQdcgkdARRNKVkn6RfPkkSTB0MUA04kNKvhdFScDmzHyNPUWZg0NBEJJaIolE3CAcIZ9KRhdeP9WNoL+T999aT3uLMTgcMX46M+bdi8lkTlYkjc/BmMlzsDlc7NqylutXzvDWxl9xxwNfwGrv27lv5LgZBAM+Du5+g707X8XuzGP46CmDuDDZoWsYZMKfoLU5jNNt6jXQPrDrdVQlQUlFDTUjJ6bWRNMUECREIYvgpg8oWgKzZEFVEly6cJQTR3fRcP1C+nl3XiETp8xj3KSbMJnsBAIxopHsJg7ZYLebcLktQ9YHuvMsVAzLG9L96dKFs7y24SUAHvvCU5SW9S1GH+i7fDA4c7YeQYBJE3NkI4ePHjmikcOnFhlkAxFftB1d17h6pZNAIMbUGeWYzX/Yb+Ftb24HYMSoMWnR34TJ0/izb32Hp3/8b1RVVbF06VJWrFiRHkyuXbuWDRs2IMkmHlj6ZxSU1NLRHhpwlravasZAJOPCyZ1cSQ7aJky/l8paYzAiptozdJ0r5/YweuLt6e10tF6lveUygiAycvw8w95TNoTpJP/V0sQDNFVD0+llXQrJx7oRDV3TUfvRSwT8XmM9zU57cxSEZIUkSURULUYs0k4w2Iyvo4mrFw3nLCWh8Luf/zpjW4IoUlRaYrQ9VRptT6XDKrM6K127dBkAl2fgsL6+YDIJREgOJnRjoCkKAosWLeLZZ5/l6NGjPPjggyxatIhnnnmmV3vdihUraGpqYuXKlby56VdUjZhAR2sDAV9H1zkJIkWlwymtGEtJ+ShOHXmLpvrTHDv4KqnXbzAEIwWzRUJVdWJRhWgkzt6da2m4ZlRCxk2+i5Hj5vVqjUllZWiaypG964lG/NidBUyZs6Sf92hvpBaVZQFHnoS/M8HpQ5u5fuUIAMPH3EFl9WxUtasNTxQE+qtpCBjZHJJJxGQyBvJ2hweAWDSAqipIkozDJWUcq90pJdPMs8NkFikoMeMp1An5VQI+pUt3kqW6ceXcMQ7sfB0lEcdktjJ7wYPUjJyQcS2NEE4RAagaMZ67Fn+RHa+/SGvTNd5c90sWLv4Sniw2wylMmbWAUNDLmWPvs2Pz77DZnZRVjuhz+e7QdYNYJOJGWJ6SyLyqSkLDU2BJ6xma6i+n2/pm3/ZAr9dZ01V0NCRMgyIbnd4WLp48yJkTe4hEUiF2ArUjJzNp6jyqasZlaE9SDlV+X4xEPw5VJpNEnsdyQ/cWT4GN8grXkKoNkXCI537+QzRNY9ZN85h7a//OfJKY1MJ9wCyc02fqEQSBiROqPtB2cshhIPxhj9Jy+KNHBtkQBLyRdnRdpbM9zN73rjJtZiUu9+BaUz6N2Pq60TY1efrsjMfHTZyC2+2hrbWZt7ZuZe3atenn8gtLmXXrg0yafCsWi82Yl9c1vB2R7MOnpAXoUEkGwMUz73HprOF1P27q3VSNmJ7cpE5Hy+X0clfO7aGydgp2h5H6fCHpNDWsdio2hzu9Ttd+MQiARLINRUo/kSIcuma0uYDQNV09AHRdJxI2+uitNjeRsA+/txm/t8n47WsmEvJmXVcUZYrKhlFQVEZBcTnFZRUUlJRisZiRZAFJMiyDdU0kFFSQJAFJMmbTJVHo5jh14619sqlrYBSLhdnx5ossuvdeNm3cSDAY5NFHH2XRokW8/PLLfbbVlZWVsXHjRhYvXszmzZvRNA1JMlFcPpLS8rGUlI/GZLYaQvjmS0QjKcG6cX0ra6YyfsrC7ARDN8ih4fqkGaF4ipYMTguz/73f0dl2DUEUmTr7YYbV9J4h13UNLVlSOHt8Wzr5e8bNyzGZ+sgv6aMCYfA5Q0gkijpnjrzK9SsGyRk5fhFllVNQFD0pNE6+/0UBQc2kLga5SOmGDDG11M00SjbZkCQTqpogHPJRWFKMydKzmjG426koCbjyZVz5MpGQStCrEA4lT1AQUGJR9u98nbrzxwEoLq/mpruW4nDlZXeU0rvE3yUVNdyzbCVvv/Ib/N423lj7C+5ZspLCkuwz5IIgcNP8JYSDfq5eOsnWV57ngRVfI7+wtPfCOiQUg1QkYiqJuN4nAQTDHayzPYan0IIkwd6dmwAYPWFmn4GBuq6j6AkkUcoqUNc0lWuXT3Pm+B7q67qstR1ODxMm38KEyTfjdPVtD24xyxQnHar8/lhGDo4oCrjcFuz2obVJpVBU4qCktC877ezQdZ3fPfdL2ttaKSwu4TNPfGXAfTtMxj6EwZZ++sGp00blMkc2cvgokSMaOXzqkVnZMMiGpitEwgn27r7KlGlllJT1P+v6aUTAH+D9XfsAmDIjk2icO32CttZmLFYr3/q776GqKvFoFEEw0dKkIggCJskgWALgdNjRNR2vt3fGgdbHAH0gknHpzG4unjLaX8ZOvouaUbPSz4UCHcaAXhDJL6yks+0aZ4+9zfSbl9HRWpccbEoMH3fLIK5EZliaIICU/GaSkZBkgfwii5H/oRi5H4piCHq1ZL+VpqkE/a10tF5N++LvfvtXaQ1JT1htbhyuEmy2Qq7XGdWaWbd+hWE15VhtMmaLBKKOpuiEE2q/18k4ZoG6C4Zg2mxx09wQTRIRg5xIkpBBVkRJIFtnRfcshvOnD6AkEjy7ahWyLPP8888TDod55pln+tXugGGVu2rVKqqqqhhWO5UJ0xalg8d0BFqbL3H+5Ha8HUZLjijJmExWYtEgbc0XUVVjVlXXjeusqrpx/VUyroUgGOcUCnaw793fEgq0I5sszLr1MxSVDO91XLquoybdrOrrjlN3YT8AU2Y9hNNd3Of59HX1U4MyVVV4b8sm6q+cRRBExk5+gMKScSiK8RoaZLXbeqIAmm5UuQRIJ+sZzxq/xMz9WGwewsFWQv5OqkZkVpKc7kytxmBhc0jYHBJKQiPgVbly7gq7Nq8j5Pcas82z5jNhxrweFbJMutG9hQogr6CERY88xTuv/AZvRzOvr/0Zdz30BBVVo7IegyiKLLj3s7yx/pe0Nl1ly8ZVPPTo17E78oxU9XTVQhty246m6XjbY7Q1H6e9pR6T2cK0mxYOsJaOqimI3VqpQgEvZ0/s49zJfYRDKWIsUFkzhsnTbmf4iElDCqBMOVSFg3GCwRg2qwmXy4x4gzbqpeVOCouGHjC7Z9d2Du7bjShJfPnPvoXN1n+uiUW2kxAHlxcyWOTIRg4fNXJEI4c/CPQiG9F2wxZT1ThysIGRY4oYMarghgVynwR2bNuFklAoq6js1ZO7M+mjPuOmm7HaDP2Fw+lE13Ram72A0eNulozBo4iAy+VA03X8vsysB53e1YyBSMaVc/s4f9JwjBo9aQG1Y+ZkPN/WbDhPFRZXM3bKXby/7VlaGs7S1nw5TU6qhk/DZk9WMxh063UPpAa6CqIsIMoCejRKyNtEZ3szna2NdLQ14etsRe8Re64kogiCiNNdjNtTijuvFGdeCVZLMYJozJy3Np0BwOYoxGbPJxxWiMc1BIxWF4tVxmKVjb5+XTMscbMMtnRdJ+g3KikWq4uQv3e+RU8IAiQSETQtgcVqweFyoKoQDqlJx659PPLIMsrKytB1nZ/97Gc88sgjg3IjAygvL2fZsmVs3rIdSTYDAm3NlzjXg2CkWqREUWL3O88R9LewZ/uvmTb3i5jN/Q+eTCYBX2cD+959kXgshNXuZu5tn8eVLS9FN9yCwBB/pyxnR467ldLKcf3up6/xrSAaFr9H9qyjvfkKoigxde5SCktHEfSpSZLRdQCCICBKRuVISQxAHnu8Y622PMLBVmJRX0Y4nSBAXuEHu5WKEpw+/C7vvrkVXdNwuj3cdNcyisuG9f6UZvkw6WgI3ZiR3elm0SNPsf2139LccIUtL68yAhLHTsu6f9lk5u7FX+bVl36C39fGG+tXccudX0aSPni1OBaLcPB94/ts6py7sNkHN+uvagmuXzvLuRP7uXb5VPpzZ7U5GDNxDmMmzcGdV4gsyjeUci8CxSUOJk4uIRhM0NEWGkzRNBMCVFS6b8gNsbmxntW/XgXAQ0sfY/jI0QPuzGl2E9QNovVh3utOnb6OIAhMGJ/dQCKHHD4IckQjhz8YdCcbCAK+aHs6TfjiuTYC/hiTppYN2k7wk8brL78FwJQZmYP4zvY2jh02hNdz5y/IeE4QBcxmiXhcRdNVNPRkh7ZBNvJcDjRNJxgwrkvKMjV1A810lsqOugsH0pagIyfcxoixN/dapq3JIBpFZSNx5ZVQNWIGVy8e5OSh14mG/YiizIixg6lm9A1d14mEvPh9zVy91Iq/s5mOtibCQV/W5c0WKzaHG19HCw53PrcufAyHsxgQUeIakZDay52oo804j4KiEYZAOa4hyyI6EI9rxONxAn6DdFitEharjCQKaGgG8dC7CFsoeVwOZ//e9vFYhItnDnPh1AE621vSj+cXljBy3CzyCyeQSKj4OltYvnw5AO3t7Zw9e5Z/+Id/GNI1XL58OWvWrKHp+hkun3s/g2DUjJhNzcibkWU7qqKT0HQmzfgMR/a+QCTcybH9v2PanM8j99XOBHS0XeDIvnWoagK3p4w5tz2O1Zb9/FVdSZ5/iMN71qJpSlL83X9Pen9QlChH96zG21GPJJmYdvNyCopriEU0JAl0TUDTSFaSSAp0k1UQpXslrfcIs+c4zmpLZmmEvSTiWrqC4fLIGS1vQ4W/08srv3mJaxeNVsTx06ey6NGlCJgJeBXCAdVIQO92pNmGmN06qAAwm20sXPwE721dz5ULx9n+5ouEQ34mzegS22uqTjxmVC3icZGZtz7Oe9tW4etsYv+ul5gz73FE6YMNEy6cfpdYNIjDWcio8XMHXD4SDnLh9EHOn9hPMOBNP142bATjJt9EzYhJSN0qeqqmIold34ODgSSLlJY5yfNYEQQBh9NCQaGNlpYQvo7IoLYhCDCs2nNDrbuJRIJf/fyHxOMxxk6YzML7lwy4jt3szCRUH/Kc2slThg1wjmzk8GEjRzRy+INCpmYDfJEOEqoxg9/SFGBfyAj3szuyJxR/WhCLxnj3nfcAmNqjbWrX9q3ous6IMWMprejdy2wyi8TjKjpGG4oodn2MRUHEk2eQjVCwi2zA4EjGtUuHOXPUIEAjxt3CyHG39lpGUeJ0tBk3paLSkYBBSBqvnSIaNmbbqkfOwGIbfL+yqioE/a0EkjqKgK+ZgLcFRcmexO1055NfVJb+8RSW4XDlcebo+xx6bzNFJZUUJ926YlGNWFRHNgtIJskQn2tGK1Bn+yUACopGoqOjKNn1LIm4ZrgG+RPIJhGLVcJqlZAlMV3lCAeNc7c7+tZo1NedZ9eW1Shqgkd6OEatXbuWdevXI4lvUzXCGAzm5xv95sFgMOPvwSK1/OE9hsZHFGUqa2YyrOYmzBaHIejtlhNisTiZMuuzHNn7AqFgC8cPrWbKzM8kKyKZaLx+iHOnNoOuU1w2kpk3P4rcR7KyliRlmqZxZO8GouGk+Ht2dvF3T2SbaU7Ewxzdt5qArxlZtjBj3mPk5VcQDWvoepIcOkBJ6ChxvVeFQpKEpEC8f6F5ClabB4BwyEssbBANUQR3wY3fRs8ePcEbL60jGo5gtpi5+5ElTJo9I31NLDYzarFO0KcQ8Cr95sp0F4an/pZkE/PvfRz7u69y6uh77Hv3Vfw+L5Om34MSByXT6g2Hs4A5tz3O+9ufo635EkcPbGLanKU3PHseCrRz+dweACZMu4eAT8XtEXq1mem6TnP9Zc6d3M/Vi6fSYZFmi5WR42YweuJsCorKs1rg6qlWq0EkZCNAQaGd4hJHLzcpk0mistJNYaGd5qYAoUC8j40YOpvqGs8N32c2rf0t1+ou43S5+OJX/nxA8whBkLCbjfbgG8uWHxxOnrqGIMD4cTmykcOHhxzRyOEPDhmVDZI5G4oxCxUMxNLhfgWF/fe7fpJ4Y9MOopEIeZ58qmtHph9XlATv7dgKwE0L7si6rskigjHuRNUTyMgZQyhJkMj3ONA0jWhERdcGRzKuXznKqcNGi0PtmLmMmnB71gFGR0sduqZis3twuAoAY/a0rHIc1y4fBqCyV65H1zxsPBbC720h4GvG7zVIRSjQlrUlSRAlXO5i8gpKKa2sIL+oHE9haTovoidCyRlQhysPJaERCqgo8a7tpvQfEgLhUAvxWAhJNlNaWWP04WhC2ipXU/Sss4ZKQktuO4EsG6TDYpXSRMPp9iAIInoPD9X6uvO889pvWHTvIp5dtapPx6gnn3ySN980XofOzk5jm05nxt+DRWp5QZCorJlFVe1czJb+CaDNns/kWZ/l6L7f4Pde5+TR9UyaviI9m6rrOpfPb+fa5fcBqBo+nckzH+yzfcUgGMbA8ezxbXS01nWJv819V0t6bCTjz1g0wIlDvycS6sBksjN51qN4CstR4joWq5jR2iRKOqKo0SXXMd6LktR3IGS2cbXDbZC2SMhHPKahqTqeQhOSNPRBeDwWZ9vLr3L0fUOjVVY1jCVf/Az5xUW9lpVkgbxCE+4CmUhQw+9NEAtr2Q+yR1lD141smYnT7wPBzqkjb3Hm2C78Xi/TZj+ctVrhKahk5s2Psn/Xi9TXHcNmz2Pc5LuGfI4Ap45uSdoWj6SkfAy6ruHrTOD2mDBbRGLRMBfPHOHciX34vW3p9YpKqxg7aTY1oyYl80Do1wJX1RRkUe5XIG13mCmrcGK19k9IrFaZmtp8QqE4TY1BYpHMNkhJFqmp9WC1DYLYZMGJo4d4e/NrAHx+5dfx5BcMuI7T7E6fW+qj8GGIwbMe30ljEilHNnL4sJAjGjn8QaKnZsMf7SSmhAFQEioH9l5n7PhiaoYPbQb444Cqary6IdU2NTtjNuvIgX0E/D5ceXlMmNZzsG7AbO4a0KUGcVKPQZ4kSBQUOOjoCBMMJhiIZDRcPcHJg0bPfPWoWYyZdEefs5hdbVMj0svouk5H+/X0MnUXDjBh+iLCwQ4CvhYC3YhFLBrMul2T2YbbU4YrrwS3pxRXXikOV6ER5iVCfsnAs4ehgNG+JMtufO39e+anzqOwpBbZZHwVCgLIZh1XnmyEuyXF56piuOgoCb0rg0EwBnFKUCPoj6VFqlZrPpIgg0C6xSoWDbNry2oW3buITf0EMZaVlbFp0yYWL17Mli1b+O1vf8uKFSsoLCxk7NixrFu3jhUrVgx4HVJYs2YNVquDqXOexGp1DbrdwukqYdKMRzl24EU62y5x5vgrjJ+yGF3XOHv8VVqaTgEwZuIdjO6DkALJfBTjdTDE38bAevIA4u/e2+n6bzTs5fih3xOL+DBbXUyf+xnc+YXGa2fKfhyyWUQQIB7t9jlI5rBoWaySe56PIIIrzwNAJORF13UScQ1X/tBvoc3XG9j0wu9ob2kFQeCmO+dz230LM9qBskEQBOwuCbtLIh5VCfpUgn41g4PpmoaiCCQSxvGpCR0lHkdV4wyrmYbJ5ODYgU00XD1BPBpi5q2PZXX6KikfzeSZD3HswCYunH4Xm81NzajZvZbrD63NF2luOGv0/k9dhIBgKMM0jbqLl2m8dphrl06gJs0bZJOZEWOnMWbibAqKe2cHQd8WuKnqriz2voaySaSs3IU7b5CkNgmHw8yIUQX4vVFamoMk4ioms0RNrQfzEBLCu8Pn7eTXz/wEgAV338fkaTMHXEcWzVhNvSfNPko94omT1xAEgXFjKz+yfeTwXwc5opHDHywyKxv5BGMikURyEKvrnD3VQjAQY9zEkiGHLn2UuHShncP7DaejKT1sbXe+bcxkz7ntdqQ+eqPNZgld14lFwyQSMSxmG25HQcagH8AkmsnzaETjERJ9dwHQeO0Ux/e/CkDViOmMm7Kw7/RwXac1KQQvLhvZbRsnCflb0zP51y8fpqHuuDELmQV2ZwHuvFJcntI0sbBY+/af1zQja6M/Vxhd1wkkw/pk08AuZK1NF5Ln0eXGo+t60l0nSTpM9Oq/17Ru5CPpfhUMBNF1DUEQiIZlEvEIVpuEICj4Ous5cfhdFCWedpDqD90dozZteoWmpibKysr46le/yl/91V+l/x4IjY2NbNjwMrWjFmCxOozWGj2VYyIMSDry8ocxcdojnDi8htamU4iSTCTUid97DUEQmTJ7MVW10/regG4kOEOm+HvEuFspG0D83RMpehAOtnHi0EvEY0GsNg9z5n8Os8VFLKplTSfvDtkkIAgisaiWnhYWReP17Imeb0OLVQQ8AChKjEQiiii4hhRloGsa+3e+x45X3kRVVZx5bh783KPUjsnuBtUfzFaJIpuJvCIVb2uCztYEkbCGEjdOJhGP01B3jIa6I/h9ren13J5iqkfM4NqVI7S1XOb9d55jzm2fy2plXD1iBtGIn3Mnt3P88OtYbK5Bv26apqarozWj5uDKK0GJx7hWd4Srlw4R8HWFRuYXlTF20hyGj5mKyTyw3qEvC1xFTyB1r+4KUFhkp6i4d5vUYCEAeR4rLreFWEzFapNvuI6gaRovPP2fBAN+KqtqeHjF5we1ntPSoxXzQwjsGwyOn7iKIAiMHdN3eGAOOQwGOaKRwx80MsmGMcsTjgfSz9df8xEMxpk2owKL9ZN/u8eiCu+8tQ+/z4vVZmPM+Inp5+qv1XHx3BlEUWTObdnTkSPhMAd2v8f77+ygs1vCc0FhGROm3Mq4CXMxW2wIQkqwrOL0yAQ6FZRE7xFVc/1Zju/fBOhU1k5l/LRF/c6UhQLtRMN+BEHE522i4eoJ/N5mwkEjEK57u5CmKQiihDuvBJenFHdeWZpYyFl6/geCktAx9zGWjEc1QkElLRS32fvPsojHwmlhdHHpyIznNM2YDTZbsg9ORBFEs4ip2ynE4kaCuMXioLHhMO3N1+lovU7AbwzyZFm+IceoDRte5stffpJXXtnEE088wXe/+12eeuqpfnM0ABRFYeXKlYiSTHH5xG6Naym9jj4o0lFQPJJxkxdz+tjLNNcfA0CSzMy4+TFKK0ZmXykJDTVJ3LqLv0cyegjJ36kjFgWIRJo5fvAlEvEIdkcRU+Z8BrPFRTSs0l+Le5dxrY4sCwg2kWhEA627TiPLSknIJiGZBm7CbHUQj4aIhX2YLG7CQQ2Ha2DHo1AgwGu/XcOlM0b2w6hJ47n/M8uxO4duiRqPaUTDGvGITjRitHDJZgEbIlEBGusucHz/RlRV4ZFHsuiA1q1HkiREUcLvbeK9t1cx97bP43T3btsaPWE+kbCPa5cPc2jPWm5e8AT5hQPboF69dJCAvxWT2UZZxTiOHXiF+qvHURVjxkMUZcqrJlAzYibDRtRgtQ31u7m3Ba6erJ7JoozDZaas3IXlBisPPZFfaGfGLGN2//LFDq5e6cxaCesP2958hTMnj2M2W3jyq/8Nk3ng70CzbMMkZS6X1mh8DA6Lx47XAeTIRg4fCJ/8yCuHHD4gMshG0BBEB2NdzkS+zgh73qtj2sxK8jxDK59/2Dh/ro0j+w1x5MQpM5Dlrj7fnW9vBmDCtOm4PZ5e6547eYLfP/M0iXicZVmExOvXr2f/+69zzwNfZljNOOJqDE3XEAURl0fG36lkBFS1NJzn6N6X0XWdiupJTJxxXwbJ0DQt2frUbGgqvM14k+1Ruq6lbWy7I7+4GqezkOt1x9A1lUkz76eiehJAhv3mjUBJ6PRs6VcUnXBAIRHTUZQ4ibih1RmIaLQlwwZdeSVY7T1cknSIRdU+iUYK4aCf1uZrtDVf5/plwyY3Gg1yaPcrGcvZHW7CIX/aQWqwSDlGvfnmmyxevJhVq1axevVqHnzwQR5++GGefvppyst7t5g0NjYayeBvvsnoCfcjiCKaqiIIYtJ1qduJMjDpsDkKkCQzatLhraJ6+oAkQ9c1NE3LFH878pky++GsQWzZIEpGJcFkEfG2XePw+y+hKDGc7jImTn8Uk8lKNNx/SyDJs+p+rqIkYLWLxJKicVESeiXSpy6BIIDZ2nVB7A4P8WgIVfWBUE3QqwxINC6dPsurv11DOBhENsncueRBpt86d9CtL0rCIBapH7XbsYqCaFj2ImGyaLQ1X+Lw+2uTSfL96YBWsnnzZixWJ5GQl/feXsWceY+TX5RJIgRBYPLMB4lGArQ2XWD/rt9xy50rcboK+zzeeCzMmeNGEKksW9iz4/n0cw5XIdUjZjKsZjIms2EJG/QpgIDVNnSLWqOVSkfCaFUUZY1hVR7cH2KIa2Gxg2kzK9JVkTHji6mq9XDxXBsN1/0DrG2g7tIFNq37HQArPvdlyioG05Jk2Nn2/ezHgxzZyOGDIkc0cvijQE+yISASiHlJDTBiUYX9719l4pQyyiv7tx/9qOD3RWm45uPYISOkrLvbVCQcYt9uI037pgULeq177uQJXvjJj1m0aBGr+hESr1y5ktde/gV3P/RlKmvGJDM0jFAuV75EoMMIX2ttusiRvRvQdY2yqgmMm7oQb3t92u3J72sm6Gvts/XJbLFTUFyDM6+YaxcPEYsGGTXx9rRLlcXm4sKpnZw7sZ2SijHIsvkDZGkY6J57oGk6kaBqzEwnH44mE8Flk7VP96MU2pJtU0WlvQfMOjrxqIbu7po0TCTidLTU09p8nbYmg1x0BYd1QRBFSitqKSytpKCoApPFQmdbE4d3b7lhxyjQ2bx5M1VVVSxdupRvf/vb/OhHP6K6upqlS5dmEM41a9awYcMGww5V1zl38jU4+Vq34zNmgAXRmNEWhORvUUIURERRRhAlBFFEFGSURAS/vwF0HUGU0DWVa5f3Eo124Mkv71o3mWVg/IjoCIiiRH3dMTpa6xAlmVETbicS9hKNGscgpvYjda0rySJWm4TZKqZb1uqvXGD/rt+jqQncnmFMmL4cATNKHCRTWhk7ILri+HREMUk2kja4PSJYSHEhs1XMIAQ2uwdvez3RqPFei0aMILtspFRRFLa/8gYHdhjucsXlZSz+4mcpLs+Sut0NqqITDatpYtGv01SyxU8QIB6L8f5b6wapA9rI4sVL2LbtbdyeMvzeJt7f8Twzb15BacXYjOVFUWLmzSt4f/tz+Dob2bfzN9x610os1t6mAgF/K4feX5sOyoyEvQiiSHnlBKpHziC/sCorwQr6EqAzYPtb9mugoQoKxUUO8ots2AaYIBgKyircTJpa1oOgG4F/k6aWUz08n/Nn2mhvDfW5jUgkzLM//w80VWX67Ju5+fY7B7Vvm9mBlEVzMtTQxA8DObKRwwdBjmjk8EeDXmRDMETiac8lTef4kUYC/hijxxV97OF+Z0+30tRQT3NTA5IkMWHK9PRze3fvJB6LUVJezogxmTf6SDjM7595mkWLFrFxgAHExo0bWbJkCdve/C3Lv/SdtMBUEEASJZwenbPHjnFs7yvouobF6sTX0cjbr/xH1m1KkgmXpwRXXil2ZwHnjr+NrmvMmf8FHK4C6q8cIxYNYjLbqBnZlRxeO2YO9VeOEgn7uHz2fUZPvPGshBRS1rOxiEY4qNLD1MlIKod0SGBf0HWN1ibD1ra7PqPreR2fr4XW5mY626/T1nwdb3tLLxcpQRDwFJRSUFJBwNtOS2MdhSWVWGwOrl8+y6lD72Wsc6OOUcYxyWhagpdffhlF6SJ/GzZsYM2aNem/ZVlGVTX6smzVNRUVFW4gXLh7IGJr43laG88Pel1NVTi2f+OglhVFCTHZ2gM68ZgxaBUlE6oS58SBl0CQjPYfySBLkiQim+QkURLTxEXI+C2m/y+lCJUgoiYEEgmxi3QJImarCZNJQpRMKIqU3p4lmRES8nvTxxv0KRT0MCpoa2ph0wu/o6WhEYCZt93CHYvvQzb1dirSVKMFyiAWKon4UAaSXfT98pkjKKoyBB3QM1RVVVNRPQmL1WlULN77PVNmPkj1iEyRsmyyMOe2z/HetmcIhzrZ9+6L3HzHl5BlM6qq0FR/mrqLB+horUuvY7E6GT76JqqGT8NidaLpGr0+tN0Q9CfQAdsQyYbDJVNQbMFkFtBRiSsxTOYbc4TqjurafMZOKO73PuF2W5k5ZxhtrSHOn2kl4O9tx/3SC8/Q1tJMQWExj3/pTwd13xEECXtfOrN059THe/86drwOQRAYMzq7UD+HHPpCjmjk8EeFnmQjzybii7TTfeB15VIHgUCMKdPLMZmGPoN2I2hpCtDZHubYIcN1Z+yEydhshpOIruu8m2ybmjt/Qa8byKH3d5OIx1k1yAHE008/TVV1NScO7qB02HD8/g68bU10tjXR0dpAIt51M+zuAGWxudJ6Cldeilzkp4+nuf4cuq5hd+TjcBWgaSoXTxuztcPH3JRRRZAkE2On3MWRPeu5cm4vlTVTsDv7brcYDBJxnc7WOLqW/QabIhrWAdqmfJ2NJOJhZJMFT2ElsWgI3//P3nvHyVWf9/7vU6a37b0X9V5AQvQmUyKQBLjEcQE7cbt2evG9yb2J84tTrhNfJzGODdi4YIwEiI6oQkIIoa5VXW3vfWd2+swpvz/OzOzO7mwTxMb2fnih3Z055XvOnDnn+Xyf5/l8RrrxjnTjHelhbLQ3o3+HzeEmJ78Yh9ODZDKhxKL4RofobDlPLGqUbA31dTLU15lax2yxkZVbgN87xO7du+etGCXLMoqioOtG2VKSZEiyDZPJQiTsxZNTRXX9dfi9PTRfNNTM6pfdRuulfShxY1x1S7eSk1+HrqtomoquaWi6CrqGriVfS5hAaioDvecYGTSIhNNdTF7hosT0ucbwQCN+3wAgUFBch9liR0tsQ1MVVFUlHgsz5u1NnAM7JpPNeF9XU/tLLj8ZyfemvK7GCQYGprz+q0DTuWO0Np5GlCQkUcJkkZFkGUmSiEWj+H1joOuIokh+STG+0VGe/9kTKXKk6yLoxk9dF1PESpQkpGSGJ+01adJrxjJSanmRprNH2bljxzz7gLaz99V9bLnpD2g49jxdbSc5ffQ5ImE/9cuuS7sXWaxOrrj2kwlDvx6OHHgMT04JXW0niUVDadvOyi1jy433TyqTm51ABcfioOvYHLOHJiazSG6hBXtqWR1FjaHrKmbZgmkuvhrToHZRHrX1c79f5eU7yM2z09vjp+niEJGEJO7hg29x5NABRFHks1/4GnbH3HpyHGZXRs+QXzVOnW5DEKC+boFsLGDuWCAaC/iNw0SyEQhAli0PX2Q4bXZ5eDDI4YMdrN1QgsP5wdXzZoKm6Vw8bzQFn0qUTU10A7904Sx9Pd2YLRbWbUp34dZ1nfcO7GfHHAIIr9fLo48+yoMPPoimqpw68gYcIRWsToRsMpNfVGfIySaIhdkys+/IRFlbgO6204RDXswWBxW1U2UaC0oWkZNfxchgGxcb3mDt5nu4nOIpTTNKmRRFB12cVsI0nDALnKk/Q1UVOluOA0b9+IG9D6YIykSIoozTU4A7y40oySjxKH7vCN1tjcwUMOUXVVBatYisvCKycwuxOQwlrQunDvHkU0/NUzHqaVQ1c+pBVcKoCe8Y30gbJw+3YbF5sNqyiIS9NF94lUUrtnHp7POoaoym86+wypGPO3ty6UOiN0MwVPk1TaXx7IspklFRs4XK2qtTAafNLiGsuo4Th3bT33OR4cF2Nl//abJySo0SFk0lFg3xzhuPAEZp2vot9yEIIpJkqCWZrUKakpfRy2GQDk01SEbT+RM0vPcmALkFNZSUXUlc0VIkRNdUJElDx/hdR0WS9XHCpGlommJkcDK8pmnaJMKjoirj29ZRDef35P4yzMSrShxViRMHItOYSWuaRn9XN/1d3bN+5h8ELrcPSFVirN54F1abi6bzB2g8u49IeIwV6+5I80exO7KpXXwVFxreYHiwjeHBNsCYpMjNq6Sn8wyiKLH2yh3pJENnzmpJQb+CroPdmTk8EUWBrFwznhxTxll9VVPxR714rDlIwvwnkpauKKS8Mmve6wmCQEmpm8IiJx1tXg4fPMMvfvIQALfffR819Ytn2YIBSTRhM01PSFKlU7/kjEYSJ0+1AQtkYwFzxwLRWMBvJDKRDW94GF0fD9xCwRiH3+lg5Zpi8gvm7mI9X3S2ewmH4nhHR2hrMQK4VWvHy4z2v25kM9ZeuQmrzZa2bigYYKC3d9YAYu/evdx3332EQiF27tzJN77xjbS6/aeeegoAVVUpLKvm+ts/ga5LjI3E5+Qzq+s6Q/1JolGLpiq0XHgHgOrFm5DkqbOHgiCwdM3NvPPawwz0NDLU30p+Yc0c9ja+z1hUR4lpqTGqmj7tTSuSKp3ypNYPBUbxjnQbGYvRHvze/lTQGAmP91hYbR4sNgeiIBFXooSDXsZGexgb7ZmyH6vNSVZeIdm5hWQl/n/rxZ8TCvhYu+VW8ovSG2p1Xadq8WrOHNnH/Q88MGP9PBhZi/vvvz/hUC5RULyGrOxqgsEB/L52xrxdaddxEtHwOGHSNIULp5/CZHahqnFA5/Sxx1i9/pM4s8aJjoCeUuyJx2OcP/00vpF2EATql36E4rJxLxfD7NAIbtZcuZ2jb/+c4cF23tv/Mzbf8FlszqwJzd8+7I5s1m2+G7vThNkmIMvTqXiJhpdM4ho6d/ztFMmoqFlP/fJbCPhUJov8mC1CKtYSZTI2E8/kojzR8EwAwkGVWEwHHdw5UloQq+sakgwIY7z0iwcRBIHbP/5lSPjYjA52cfrwG4SCIQRRZNnatZRV1xONKETCcVRVTZEobcLvqqpOIlnahPeU8eWTZGjiNlLbMrJIuq5ddh+QLKuIosCSlTdhtbk4c/xFOlqOE40EWbdpJ7FYmI6W43S0Hica9qdto6R8Bas2bGP/q98DjOymwznZhG5+fQWhgEE2HK7074nTLZNTYJn2WkpCVeMEoj7sZtecMxuCKLBidRHFJe+vh0+SRErLXTz+4+8SjUSoX7KMrXfePef1nZZZSj8T5/K/y7BvLjh5qg1BEKirnVv2bAG/3VggGgv4jcVkspGdIBuaPj67r8Q1Thzppn5JHtW176+0JxNiMYXmS4bjbcOJowBU19bjyTIe8N7RYU4lyqkyNYHHIkYJz0wBxN69e7nzzjvZunUrDz300KyO04tXXolsMqPrOs5sQ/p2NgTGBomE/YiiTE5+BV1tp4iEx7BYnZTXrJt2Pac7n/Ka9XQ0H+XCqVfIvfnz0zpIJ6HrhjFe0s9iIjJU1KQQDBg9Dd6Rbo6+/fNEidQ0U82A3ZmNEo8RiwaJhH1EwumZDUOaN5/cwqIUocjKLcRmTyeluq4RDhnBl93hTrwGRkhgHIDZYmXzLTvZ++LPUwpSMylG7d27F10XqF+2jawcg5y5c6qorLsSVVXw+zrp6zrGcEI9a9LAU7Xw8QlSz+gap47+GIvVg8tTgtNdiNNdhMNViKZEOXtyN6HAEJJkZsmqu8jOq0HTx4Mak0VMdQRIksz6q+7j8P6f4hvt5fD+H3PF9b9He9NRRgbbkGQT19z+MfIK5h606brO6ffe4MxRQxShevFV1C+7jqB/KsmAueTG5h7c6oBkEpE1DatTnDJTLggiLo8JQcpDFEU0TUOSZGx2Jw1H9nHu+NsAeLJzueqWnWTl/fJme3VdJxwI88xP/uWy+4Cycp2YLTYiYYXaxVdisbo48a6RtXrtuX8lPm6rjtlip7x6HZIk03h2Hz2dZxKkfgSL1Un90qnyxZfTvhwOGvclh0vGbDHKpGz2uYcsihYnHA+iShYssm3G60WURNasLyEvf/5yw5nwb9/8d86eOkdWtof//NH/xT8m0dczu0KVSbJgln61yohzxYmTxr1ngWwsYDYsEI0F/EYjnWxEyLYbZEPV4mnLXbowhH8syvJVRR+ouV/LpZGUf0WSUEwsmzq473U0TaOqrp6i0rIp65utRlnXdAGE1+vlvvvuY+vWrTN6K4w7Tt/F62/swZ1VgcVqRRDB7pQIjCkJ9ZrMj+PBRNlUTkGlcVyJbEbNkqumNRZMom7Z1Yahn3+YjuZjVNVfMe2yqmIQDFXNHJqoqhG865qG39ePd7gb32gP3pGelJdHf/eF1PKCIKRkNOOxSFoJTCgwfk6tNhdOT0GiN8X43+7MRpJM5BRkLtFIIhIKomuGWZ/V7jQUnyaFVgICxeX1OD05KQWpyRLFScUoQRAxm91Eoz6azj9LzeLbyclblMgmCEiSiey8GmSTyvBAK+6sIspr1jM80MLwQCvxWCRt36IoG03NiX6NaMRHNOJjqP/8hAEKoOtIkpnqRTfizkqX39QFHdlE4tgS25XNrN/yMQ6/9WOC/mEO73uUaNhQ39l8093k5hemVJFmg65rHHt7LxdPG9LP9cuvp2rRVURCakZyKSTHPG0IO1MuY3yJibPCsgnQBRwuGVkWErKrBsxWEclknH+7K4uAb4Se9laazh7BO2xkvSpqV3PFjbdjMs3fI2Y+0DSDiKsxiMcNw0h0M25P/rz7gHbv3k12biEWq91wHneYgDCq4sVkthGNBFIkIyunlJpFmyksXZL6zquqQvOFt+ntOgvAkpU3TaP4dnlKSZGQijvbRGmVfd7Nz5qmoosaMTWKqqnYTPaMfQ+ySWLdxlKysm0ZtjJ/HHjzHR76jx8B8A/f/luqa437elVNNhfPDzI6HJpmTQHXZHO+TEiS/19R6dREnDjZiiBAbc0C2VjA9FggGgv4jcdkspHs2VDUdLvsvh4/wWCcNetLsNnev2pJMBClo90LGPK1jefPAOOytqqicPCt14DM2QwAu8NJQXHxtAHEo48+SigU4qGHHpqX0kzTuZNU1W1M6nGhqRANayCMy2UKglGaIogw2GsQjdz8GjqaDDlbq81NWdXqmXYJgMlso375dZw78TJN5/dTUrEcsyV95jCtD2MSDBf0Mfy+bvy+XoKBXvzevowNw2AE1klZXqP8avzBLggCuq7j8hRSWrUKl6cApycfszlzkJF0CrdYp8/CJGVurXYngiikhbhC4oQKQE97I2OjQwiCRG7+YvY882yaYpTF4qCodBMFpesQJYGms8/jG22h+cJzxKqvo7xmIxPn8SXJlBpjadUqSqtWoesaY95+hvtb6OloIBQYRdOUKTLFgiDicBUSDo2iKpFU8GL0c7xM0/mXsTlycbqLcLmLcGcXY7UVpxktSjK4HQ6uv/MTvL7nh0TChrDA4tWbKK9ZapA6AXRdSDsPk6FpGu/te5bm8ycAWLr6Vsqq1xMJqjOU9evEYyFUNYYkmTBLtknvzh+SLGAyi4iiQSxcokzAa5gOWu0isYhGPKZhtXoI+EY4/vYLaJqCbLKyfN1HKCpbivQ+GpAzQdd1w4E+bpALJa5nJl6CQGnVWp58cn59QE899RR2ZxbDA93E41EuNLxLe9OZ1HfLZDKj66AoMcIhHw5XbtrEwpKVN9LbeZZQcBQQcHkKMh/HZRy7xSbhcMmois5Qf5S8Qsu8g2tVU5AlM6quEIoHsMp25AmSsWaLzIYry3C6Ppg+veHBYf78y/8TgN/97Ee55fZxKVu3x8rGTeUMDQRpvDBIwJ8uOGE12ed0/Yz3aHwgQ37fOH7CyGwskI0FTIcForGA3wpMJRu5+MIjxNX0m73fF+HwwQ5WrysmO2fm5ujZcPH8YCqAO3v6pNEfUVxKYbExW3zq+BF83lGcbjfL12YuPxIEgSuuuZannnpySgCh6zoPPvjgvB2nt+/YzosvvoLdkW0o1iRUazRNQokLKU8EQZBQVcMEzztsKCnZnWWcOfYLAMqqNhMOCQiCOk5MxAxERYDSylV0tpzA7+un8cw+Vqy/I3UM8ZhOPDreh6HEowTGevH7evD7evGP9RCPZZgFTMzCT0YyqLY5shLZiXycngIcrjwOv/ljVCXKsrVbycqdi2mWQYCmIxq6DkG/N3FuxsuEBEQmet9pmsaJdwxFKNlkZbA/6WQvk1+8jILC9VjtOalASkejdulddLW+yUDvSTpb3yIeH6Nm0U0Iogg6SImgX51AmAVBxJNdjCe7mJolW2g4+hy9HWcQRAmLxZHqS9F1jcBYb2o9k8VJbn4dsWiAwFgfsWiAcHCYcHCYwd6zqaNyevLIzismv7CUvKISbO4CBNGCMMFnYHigh7gSN8woJ5aQ6eOZiCTlUFWVQ689RUfzWUBg5YY7KSxdQTikZYxOFSXCUP9ZRgZOEwwMpV53uvMorVpDScVKZPPlBY12l4Su6UiSgKbp6DpIJoFoSGdsxLimlHiUUMALGNdZdl45Kzf+TqovKBrWsDkvX8lO0/QEqSBFLOYSpRummytpPr+f++9/gGefnb0P6IEHHgDA7xvm2ce/k/Z+flEFS1Zuorp+FdFIiL3PPIJ3uI9Db/6IDVs+Sl6i12rM258gGQA6R95+jC03fg67c3Kp59yphmwScbhlTBMEA/zeOLoO+UXzIxuqpiCJRkZS07UE2bBhlizY7CY2XFmOzf7BkENN0/jzr/wvhgaHWbS0jr/82z/JuFxegYPcfDs9XWM0NQ4RjSgG8Z/BnO/DjuMnWhEQqKmZ2SNmAb+dWCAaC/itwWSy4bHlMhYZJaak1/HHogpHD3exZHkB5RVZl7WvocEgQwPjJk5JWduJJn1JJ/CNV18zY1CwbvNVvP78czzwwANpPhrDw8NcvHiRb3zjG/Ma27333MPuXbs4/s4vZlxuslqVLMucfPdRdF1DEER6Oo7T13064TGQICeibEhwCoYEp5D4KQoSDmcxfl8/XW0nkSQHVnsOmgaxWIhY2Es4PEo4OEw0MlUFKiMSJEOWLVjtbgJjg5gsdtZt3onTnT+lhGN0qBNViWIy2/DkzL2GPhbVE43ZE5uDdZLlOaGAEbzbHW4ExCmlQrquc+KdV/CNGtKs8VgQUTRRXL6WkoqNgG1SHGYEl7omUl5zIxZbFp0t++jrOkE04mPxim1IsjnVgK8q6WWAE7F87W0E/cOMjfZiMltZseF3OHFoN+ok+d54NEBf10lsjlxyCxbjdBciSjKhwBBBfz/BQB/RcJCAb5CAb5DO5tOAQSYlyYSixDCZrahqnKHeDg69+iRbtt5nNHmnHxkkSstUJc7BV3bT034JQRBZdcVd5BUsIRJKTtknSZdxcnyjrbRefB5NU9i5M73sbPfu3Tz55FO0Xnib5Ru3pQLh2ZAsnzIlGsuVuE4kqKJNaArJypcJjqmMDHRx+r1nCYe8gNF/tPHaT6SpK0XCGlbH1B6P6aAqeipbEY8bpYHCPKf/jXOqoWOifvnvsHfvU2zbdhcPP/zQDH1AnzP6gCa9J4giS1ZuYuPVdxhEEUOh7o57v8jrz/2Ivu5W3jvwMzZs2UF+0TLOnngJgKKyZQT9w/h9/Rw+8FO23PjAuIrdHBWnBFHA4ZSx2KSM5XYBXxxd1ykots6PbOgKsjBOJiJKGJtTZMPmamzWDy4D9ej3f8b+Nw5isVr49vf/Gatt+l4LQRAoLfdQVOKio22UwU51znK248aTH5KURgLHTrSAADXVC2RjAelYIBoL+K3CFLJhzWEsMkpUSZ8x1zWd8w39+MeiLFlWMMUZdibouk5jQs4WIB6Pc/a0URaS7M/o7e7k0oWzqYzFTLDZ7Xzsc5/nx//5H9x111089JARQAQCRqnK5SrNOF15gDHrl/JAUOIIiUhn+/bt3HvvvVPUq3TdaIYNBQen3cdsaG8+eNnrCoKY8hKQJCPgVpTErL6m0XLhnXG36ZTrtIx3xKilt9pctDcdRRRlJMkwbpMmLz9hPVGSkb1WrDYzkmy4WU8MdELBRCO405MWIOm6Tk/7JU6/9yYjgz2psZdUbKC06grMJnuKxExYK7Gc0X+gawKllRtwOD00nnmB0aEWGo49xtI1OzFbZycaoiSz5sodvPvmD/H7BuhqPUF2bllKQQyMzIjdkY3fN5DKYoDRDJ+dW0ZhWQ3ltTdisdnxDfUxMtDL8GAPI4O9RMPB1Lmf2BvS3dbIiz//LotXbyK3oARPbkFayU08FuXAS79goKcNUZRZs2kHnpwaopGJdUF66odvtIWmc3vYunUrjzzy8AyCBw+wd++TrN68c2ayoetomoCqaGgaaLpIPGrsz2QBLQoIYHNISDJ0tR7izNF96LqO2WInFg0hy+ZJPhHGfSMe1TFbp94vkiIH6oRsxWTV3PmGjjoamm7sU4npZOdVs3LjTl5//VnKyyvYsWOyc/xunn76KXRdR9OMnWfnFVFasZjermaGB7o4f+odOlvPs/HqO6iqW4kgCFgsNm69+3Ps3/s4bU0NvHdgFzWL1zIy1IEkmVi+ZisgcPCNhwj6hzny9s/ZdN2nEmR4dpJhtUvYnSbEWWLt4JhCvxahsMSalkWbCaqmIAtyqlnIk21h6RoPIXUUk5aD/AGUu509dY5/+bt/A+Dr3/gz6pdMNQLNBEkSqa8v5urVVVy82ENzS38ayc2ID1GPxmQcO24YoS6QjQVMhKD/KvzsF7CAXzFC4WiKbAAEoj7C8UDGZbNz7KxeX4zZPDde3tnh5XxDf+rvs6dP8N1//Qc8Wdn8/b9+D1EU+cVPHmL/63tZtmYNv/fFL89pu41nz/D4Qz8gHouxfft2br31Vj7/+c/zxBNPzKsB9IknnuCjH/0oN975R2neGYN9zZw4tGvaYA5IqVft3buX8pot2J356BOIiqYbP3VdRVFiicZjP9Gwn3gsmFGW9dcRSWM1SZKJx2OoShyrzYnd5UYUJZR4nKB/NM0cURBE8ouWY7bYEUQJXZMmuFEnM0JSqmwNXQJRwmI1I5tkQsFhms+9jKJEMFtcLF9/ByfeeRwQuGX7X8wYeIwMdnD0wM+mfd9qc7Pu6p3EYz6G+lvp72ohFPBNWsZBYXkNRWU1FJVV09fVyuE3DLfvsuolKEqc0cFeopGpZW6iKOLJKSC7oAR3Vh4t508wNjqIJJtZe9W9OJ1lxGP6eKA94VDCoTCn3/sBN99845xKgrZtu4vXX3+Dq279AiZzYlZZxyAUqmb0PKjjJUlmq4jJbES4gggOt0TQqyJIYLKEePeNPQz2GI7XJRXLKKlaw9H9j2G2OLjhzq9OGYNsFnFny2jqeF+FEjec7eebrZgOySyGhk4srKHEE2pgJgGrXSQei9DT0UBP2ynGfOMTAskspShKVC9axaIVV5BXWJYocxRou9jAkXdeSn32hSVVXHntNvIKjYZmTdN4b/9znDs1PlGw+oqbWL7mJsIhhZHBPt554xHi8QhFpUtYv/k+EIRpv/eyScTpltN8VeYCu1OeF9mQJBOyaCKvwMaSlTmIUsI/BgGXJQur6fLLZIOBEHff9FHaWtq55Y6b+M8f/uu8SECRqwJnogk8EIjQcLaDrq7haZdvab7AX/7F/eTmFvDgf+257HH/d2LD+lqqqzL36yzgtw8LRGMBv7WYTDaCsTFCMX/GZa02E2s2lOB2zyw9GI+rHHyrjVh0vOTo5z/6Pm/ve5Wrb7iFj3/694mEw/zPP/oDIpEwD/zhH1G3dNmcxqvrOpFwmOPvHuK9/W8x0NuLLMts376dJ554Yo5HDffddx97X9nH5ps+n3ogxmMRDuz9T266ae7B3Guvv8H6q34f2WQ15C2Dw4x5u/GNtOP39c65BMpmz8PmyMee+N/myMdkdqQatw0366TRmvFTlDRg/O+utsN4R9rJLVhEdl5Nalkt8VOJhentMrJKeYVLEQRS703efoo0pczhlGkbzz8skE1WJNk0IRsjI4kSgmT81HWd0aHOVP+KO7sEVYkR9I/3OZgtVhav3ozD5UEQJWKREP6xQQLefvq7e1GVzDLI5bXLuPLGu5AkOSFzOsbFU4e4dMYwp5QkGTWDAziAw5WLO7sch6MQh7sIuyMvJX+cDNU6W4/S1bafrq7OOTc5l5dXULv0Okqr1qOqoCl6xuodURKw2IVU2YosgytHxjukMDp0iZOHnicWjSCbzGy45nYqF63EOxRk7+5/BeDmu/4USTah60Z/haYaEswWm/jfVtqioye+FzrRkEbS01EQweaUEAUjy9XXdZ6OluOMjY734tidOVTWbmDRinV4sqd6BwmCiKZonDn+FqeP7Utly+qWrmfDVR/B7vSg6zp79zxET4fhCVRVv4rrtn4sQbo1OpovceDVH6FpKlV1V7BszVYmZzUEUcDplmcUWZgNNrtEYZltbtlmQaC8PIdFy3MyLm8zOXGa3ZeVJfjLr/4NT/58D0UlhTy3bzdZ2XNQjkrAKjsoy5qaeRse8dPQ0MHg0FRJ3Oam8/zVXz5Abl4hD37v6XmP95eFBbKxgCQWSqcW8FuLyWVUDrMbURAJRKcGyJFwnPfe6WTF6iKKil3TbrO1eSSNZGiaxukTRsC1OlE29d6h/UQiYfIKC6lZvGROY03OB9jsdrbceBNX3XAjoWCQ53/xPE899fQ8lWaeZvGKGxEFMVX/3t1+GlVVeOSRh+ehXlVOw/FfoCpxomFvRvfkiZBkKw5HATZnPsMD51DiYYrKrqC8evrSMWOm1Qic08cgpMzjALrajB6YnPw6CktWTNlOX9cpAFyeEpas+p0ZxzmhYscYA0ZwZ7GCJGuAZnix6CqarvDOa48RDQewOdyEEwpUoihRWFaDqigM9LQim2wUl61JqAglDNwSBCZJZHQ9+bc6lQTpaooIZYISj6DEIxnfy4RMRoSxaCRllDcfdDafo7P5HIIgGGVmJhOSbMZicxANB1FVBbvLgyyZ8PtG0q6ToH+YoH/C7K0gYLG4Ui7nNns2Az0n2blzB4WFhQwNDREIBHA6neTm5mYMDIuLi9mxYzsvvfwmeYVrpw8eBTBbhVSZGoAgCahKnAunXqb90kkAcvJLuOrWnbg8hgldToEL2WRBiUcZ845is+enZUiMw5hZqexyMN6LYZCaSEhLK72yWEVC/iE6W0/Q034mdT0Igkhh6RIqataTm1+BIAgocQFd06dkBHRdQ5AF1l55M4uWb+ToOy/TfOE4TeeP0dbUwKoNN1C9aDUDPW2JbQu0XTpNNBLipjs+hdlipXbJYuCjvLX3Mdqa3sNqd1OzaFPqnNvsMnan/L6NrcMhlb6uMEVzIBvF5TZqljqnXS4cD6CoMdzWHKRZfH4m4rmnXuTJn+9BFEW+9eA350UyAPIcme/ZuTkurr9uOb29o5xqaMfvH+8jHDfs+3Dj6LFmBEGgqjL/Vz2UBfyKsUA0FvBbjclkw2ZyIiDij3qZPAunqRqnj/cQqM+ltn5qkBMOxeloTfe7aG9pYsznxWqzsWjpcnRd50CiCXzTdddPaZadCRP3JwgCDqeTtVfewLlTB+esNHP//fcjiiKllasMRSgENF2np90I5ualXrV9O3v27ElrGE+MDovVjcNZiMNVYmQp7HmYzI7k27jcZTSdf4b+7mPkF63Casua83kA0HSYGA4ksycWa2YSODps1A5n581Ut5/2I6GQlPxdQFVFzBZD6UnCIH+DvU1EE7Ku4eAYkmSionYD1YuuBEHnrRe/C0BV3c3kFS5B04wGYIQJZUJpfRnjGBfVSpR5JMyzjVr/CK2XXmWorxGAovLlVNZuQNe1CY7SCmPePtovvYemKVisDirqltPZco5IKIDV7qCgpIqulgtomoogiuiahijJZOUUIAggyhqqoqAqKko8jhJXiEWjZEqEp0iUEgfSy6dC/rk3+EcjY0QjY4yNdqZettvtLF26lIsXL6ZeW7x4MV/84hf59Kc/TVZWVtpm7rnnHnbt2oUSj6R8VCZDNgupEprk0fi9A+x/aQ9+r0F+lq7dwsqN14MuEQ1rqTIomyMLv7efgM+L2Zw3ZdtKXMds0S9rhjwTDNUuI8RUVZ1oeJxkaJqCd+QSfV2nGB3qSK1js2dRVrOGsso1WKzGdy+laqbphEMqdmeG+4WuoxDH5nRz3daPsWz1VRze/xwDve0cP7SXU0feQFXiFBRXseaKm3jjxZ/Q29nEi7sf5Na7H8DucFO7ZA3h0BjvHXieC6dfw+F0UVa1EofbhCx/cCFyJKTS2xGmuNyW+iwno7zWSWmVnZgaxSSZp/1M4lqM0dAAbmsOZnl25bKOti7+5k//HoAv/8nvc8VVG+Y1dpcle9aSreLibAoLPbS1D3L2XBeRSGzG5T9sOHK0CWCBbPyWY4FoLOC3HpPJhtVkRxBExiIjZGpkbLk0jH8syorVRZhM4+Fu44XBKY18SZO+5avWIcsmmi6ep6erE5PJzLrNV81pfJMVjybC6Xaw5sp72Lv353NQmkk6Tuu0Nh6mfvm1xuxmLMyYb5B77rlnTuNJ4t5772X37t3Y7Dm4s8rwZFfgcBVgMmejazMHE1m5dbizKhnzttPZuo/6ZXfPa9+6lvSoTvpsGCVvVuvUGUVNU/EOtwGQk4loTCAYAukEYyJURUPXDWI42NdE0/kDaWUpVfVXUrN4c8oj5MzxvahqHLuzkKzcxYa60GQjwsmN4ML4/iVZQNVASBIRHRSMunazxc7KDXfz1ov/iqYp9HUawgLL192eKj3q6z5D26V30TWN/OIKrv7IR7FYbSxefSWv7H6ISCiIbDKzZes9HHjpF+iahtXuJBIKEAkHufOTn6FqcWHqHOvo7Hv2ZY7uexuT2czHvvI5svNzicfiDPb009HUTFdzG32d3Whq5lKzJBHTMaMpiayOrqKrCqqmEIsGiIbHiMdCKGoUdA1RFPnpT3/Kzp07+cY3vpFqbH7yySf50z/9U/7mb/6GJ554gq1bt6b2kxQ8UNUYJqYSDUEEkzldRayj6QhNZ99C01QcLhdrt2zDk13J2Ig2JVtnsxtEQ1EyEyhdN8jGxH1cDpI+N8nLRInrRCOG9G8k5KWv+xQDvQ0T5J8FCkrqKa9eS25htZERJPNkRjioYrVJmQN0HSNrJ0jkF1Zwx71forXxFO++9WzKLyUej2Cx2rh95xd45ZlHGBnq5flf/Cdbtz+AJ7uAFeuuJej3cvbk25w4/CxLVheTnVdJwKfM3vA8D0QjKr2dRmZjYpYTQaBmsZOCUuPz13UNRYtjkqY3VNTQ8EaGcJjdOMzTZ67j8Th//IW/IOAPsP6KtXzpj39/XmMWEMm1z61hWhRFaqoLqSjPo/FSL60thiHph7EZPBOOHG1CEKCyYoFs/LZigWgsYAFMJRsW2YrHlosvPEwmsjHYH+C9Q52sXV+C3WFmdCREf+/U/o7Tx5NlU4as7f7XXwZgzZVXYrPP3oA4E8kAMFskCorq2HD1x3n9jd2Ul5dPUYvavXs3Tz31NJIkU1S6lN6uczRdOIDfN8CqK7elVIMuV71q2dp7sdrcqKoxWz9LBRVgPCQram7gzPFH8Q434Rttw5NdNed968YEL4IA8VgoVVJkzpDRGPN2oapxTGYHDlfi4T7hI00RjFme27qu0999iZbGt1MEI2kOaLY4WLLq5tSywcAo3W1GT0hZ1TUIkIFkZNqJ8bIoGqUtusp4oYRA4hxriKKApoLJbCcaGQMEejvOEA6NsX7LDrrbT3Dh5FsAlNcYPRSyyVDXcbqz2XzLDva/8Bgt50+QU1DCsnVXc+7428RjEewuDyG/j5ce/xEf//Ln8eRmo6Nz/vgpju57G4CPfGwHhWUlxjm3WHAsdlK1uBaAeCxOd2s7bRebaGo4h3d4JHV4qhqnvekIWTlVONyFmC1O4rEgweAoAb/h3zERgiAkxAkemVZp6nOf+xx33nknzz//fIpsjI4amUVRyqwoZLaOK4eFQ37OHXuRkUHDeKy4YhGbbtyGplkIB7SMxNPuyAKMTJrVLhAJT/X9iMc05GSTecZRzIyJWYzk9qIhlZGhZvq6T+Idbk0ta7E6Ka1aQ1nVamyO6f0Yxuk5ib4qBad7etUlTVfR0ZAEmepFq2g4/haRcABBEBkd6uO5X/wHtUvWcdMdv8eBV59gzDfM8098l1u2fZbCkiq2bt+Jhp/zJ0+x+4ePcP8ffY2KumICvjhj3jix6BxuFnOAQTZCFJfbkGQRQRSoW+4mtyA9MxFTo8gJX42ZEIyNoagxXNbsjLKz3/mn73LqWANuj4tvfe+bs5abTka2PQ95mmtzOsiyxLKlZQwNLgJ+fYgGwJGjzQgIVFRMzf4t4DcfC0RjAQtIYDLZMEuWlIt4pv6DoD/Kuwc7WLmmiJZLU1VC+nq66e/rQZIklq1ai887yoljh4HpncAnYi46DeZEIFNQVMcNt32NjpYT7HnmGXbv3p1axu3JZ9GKGymrWoXJZKWwcwmnjz5Lf+9FDr3xI1ZtMHoWksHZXJFcXhBNxKOZm21ngs2RR2HJOvp7jtHR/AbL1306NRs/FyRJmBFog9nizLj+6FCybKraaNCdUE4/V4IxOtRCR8tBAmN9wPjMvNOdT8PRZ7HZ04O7xob96LqKy1OB21NplEulbTT1z1QIIIqTrQd00A2yoWkgCIYDhJSYna1Zci3tTYfwDnXw1osPosQNtauq+iupX3EDYyMgiHFE0ZjNd7kqWbz6ei6cfJNjB17i2o98koKSbgZ6WhEQcWVl4/eO8vh3H+K+L91PLBJl7y/2AHDFjdeweM3UPpgkTGYTVYvrkGSJU4cMom21OVGUOEo8iqYpjAw1MTLUNON5F0WRrVu38uyzz04byBUVFbFnzx7uvvtu7rvvPtrb28nKymLXrl3Issyxt7+P012E012I011kNJw7s9A0HSWsM9TXzKWzLxGPhRBFmSWrb2LllVcYBm+KTjhg9EQIEyN0wOYwMmehoBdJNpSeoiEt7TPTNB1VUREliMXCqEoMSTZjMtsTQWJS+Sgdk7MYOjr+ER/d7afo7zmdRsZy8qupqF1HXlHdeBmmnmGj0yASUrHZ5fRMwOTx6DoKCi0XTjI80I3JbOH2nV/g3MmDXDp/lOYLx2lramDpqqvo7WpieKCbl5/6Pvfd/3lqlqxmx6d/j5/4A3Q0N/PTB7/H5/7kj/BkZ+PONhMOKox54wT9mXuP5oNYVKOnI0xptZ3la7LwZE/NXGiamnALnz3Ij6oRlNAgHmtO2vKHDhzmv77zCAB//6//m9LyknmNUxJMZNkuf3bfYjG+CzabmdLSHLq7R2ZZ41cPXdd5L1FGtUA2fvuwQDQWsIAJmEw2TJKZLFse3vBwRolGJa6y77VmlLhGbl56hiJp0rd42UpsNjv7Xn0JTVWpqKmlpLxiTuOZbdbKZBFJtrKazDZqFm8iFPLS3mTs+4Y7vobZYig4iYltlZQvx+XK5+jBxwmMDfLe/p/hcGaxe/fuecnk7t69G4czDzQL+nwm1yYEQiWVmxkePEckPMJA7wmKSude56xrgEiKaFismWdyRxJEIye3ZtbyqLTt6zqjQ810tLyTIhiiaKKibj01izZhtjhobz4KGPKwSXhH+unvOQNAWfU1aJMnu2ciGZBqWBUEwYhwMyyqaSBJArLZBEFwZ+WzbstHOXbgsRTJqKy/kkUrbxzfrQZqii/rlFdfychADwM9F3n3jadYf/XHGBt9gqB/lMLSWtAFxkZHeOz//QAEUOJxympqWbPlRsIBDVEyVJskSSDJ78LBEIM9vZw/3sCZ946lyHKy3GYuMFucmMwOIqEhHnnkkTmJE/zgBz+goqKCH//4x9x77708/fTTCXdvjTFvJ2Pe8X4PSbbgcBagqjGCfkOG2ubIZcnKbVQvLUl950RZQDZBJpsSWyKjEQ56jW1KAlaHmNagrcQjtDWeZaDndJrErNuTT0nlakoqV2IyWyd8vIlvsj6uLDXU30pH03GGB5pJXggmk52C0pWUVKwmKy9nFnWr2b+YwYCCO2vmwDsejXDsoGHOt3rjTeQWlHLNrfexdPVmDu9/jv6eNs4cfwu7001BcSkDvd38/AcPctcnPsGazVfwsd9/gEf+7f8x1NfPT7/7Pe7/o69hs9uxOWRsDhklrjHmjeP3xo3G+suEqhqTD1bb9BMWMTU652yCqiuMhgdxWrKwmeyMDI/yp1/8Orqu89FP3cNt226d9xhzHYVzNufLhOR3ShRFrtq0mKFhPw1n2hkayqyY+GFBkmwIApSXL5CN3yYsEI0FLGASJpMNWTSRnSAbmp4+86ZpOv29fpS4RiQSp7jEnQoUTyXKplatuwJVVXl736uA0QQ+G2YrmUpCEAQkWURRjOhGB/KLalNEY3Sok6Kypan3kq2vruwCrrn59zl66BeMDHWgBKI8+eST81avKq289n2l8GXZSlnVNbRdeoWe9nfIzV863jQ+C5IN4ZFwshF8KtGIhHyGAZ0gkJVTNSelmxTBaD5IIBGIiqKJ4oq1lFVegdPjwpTQ/Y+EjYe7xWaUbOnoNDbsAyA7dxF2exHaxGTYLCQjmc2Y8Od49kUwshGiIIBoXHuybMzaRsN+mi+8nSbD29lyjOzcMgpKFmXelSCwYv0dHPYPEfQPc+7EXlZecRdHDzxGf3czS9ddTVfzOfw+Y8bU5nSx4dq78Q0aCllBvxfvUD+jw314h/rxDvenXNIzHliG47Y5c3A6c9B1nWBghHBwlFg0gKZG2Llz57zECXbs2MF3v/tdXnrpZUTRxMqNnyUeDRIM9BMK9BEMDBAKDqAq0TTiARCLBmi99AaRaBk5+cVk55fgcHkwW0WU+NSshn0C0Uh+V0VRwGYXiYQ1hvtbaTz7HJo6vYt5y4W3WbnxLvKKalLXhYZONBKkp/00Xa0niYTGe0Dc2eUUla4ht6AOSZax2aWMJGOmhEay3DDt2CMqSlya0cui4dhbhEMBXJ4clqzelNpJXmE5t9/zRdqbGzh68EXGvCOEAmPYnU5CgQB7fvYzvKPDXHfbR/jkl77AQ//33xjs7ePx7z/M7335i8gmIwSRTSI5+Rayc80E/Apjo/FJ5o2zQzaJFJXbEICzx7wsW5uF1T6VcKiagqIpyOLcwh8dHX90lLgS5S+/+tcM9A9Su6iG//mNP5vX+AAskg2XJWve66WNZ5JhX16uixuuW0F3zwgNDe34A3NXn/tlQ9d1Dh8xMhsLZOO3BwtEYwELyIDJZEMSZbLtBtlQtfEpzuGhIErciCR9oxFiUZWyiiyCAS9tLYbO/Kq1G2g4eRTvyDAOp5OV69fPuO/5WNsI4gSioWPIX04INpsvHqSwdEnKkyJFCnQdk9XG5us/S8Ox5+loNWaf77///hlLVcBQr3rggc8hijK5BXPzAJkJeYUrGOg9RSjQT1fb21Qv2jr7Sow3hCczGlbbhEbwxCkcSahNuT2lyOaZPVAyEgzJREn5OkorN2IyGxkrJa6TaHcgGjb2bUtkNAZ7OxIlQQIl5VvSScbEgU2DyfKbgiikyruEZBomsYimgiAYA7l0fj9KLIzJYmfVxm20NR5meKCVk+8+yZLVt1BRmzlTJJssrNm0k8NvPop3uJP+rnOsWH8rDUde4sKJgxRX1KWIhhKLcfKdVwn6R/EOD6SZEc4O47jtjjyc7iJGh1uJx4IIukDdstswW2wIgkAk4qPt0iH6Ok/NW5xg586dPPHEEzQ2XqJ+2XZMsh2TbMfuyIfCFSDA8MBJWhv3oesqoihjtrqIhsdQlSje4Xa8w+2p7ZmtNnLyirE7inBlFeHJLsJqN7wWrHbjWlPVOLFoaFzVSRQI+Ns4f+qpObqY72bt5nvILqhidKiDrtaTDHRfTJVqSrKFguIVFJWtxu7IHR+bRQRxBqlTXZiGbWSmIUG/gicnc5O03zfCuROGQd+Gq29DFEUUPY6M4bbt8li4/rZruP62qzj4+mu8+eILhALjGax9L77MmNfHHR+9l9/90h/ww29/h/amJvb89Gfs+PTvpSnvCaKAy2PC5TERDav4vHGCY/FZyzJNFomiMhsmk3FssYjKueNelq7zYLNPvZfFlCjyHA1Yk/jJwz/nzVf2Y7aY+fb3/xmbPbOa2UzIcxb/t/VWlJbkUFyURWvbAOfOdRGJZkjFfQiQIhuCQHlZ7uwrLODXHgtEYwELmAaTyYYoSKmeDUWNEY+rDA2my3iGQ3Famobp6jgGQHVtPZ6s7JSk7Yarr0k15c6EuT6MBAxPiSjjQce4n4KA39vPUH8z+UV1wORmUA0EkeXrb8fpyePcyb28/PLLbNu2jYcffngW9apXWLJqB7LJOlvsPPsxCCIVNTdy4fTPGepvoKB4NQ7X7DPZyYbwtNKpSWMZ78+YXtZ2rgQjiYnqU6Fk6YzJQlxRaDq3DzDIk9maM2lHsxxQMpshJsqRRNBUfVJ/x0S1LVASdT1KLIzdmc26qz6K3ZlNdl4F50++QnfbSS6cepVQ0MvilTciZCjZcLhyWbHhdzj57m46mo9Rb99ETn4xI4O99LRfSi0Xj0Vpazw9PlxBxOHyIMky8Vg0YzbDZs/Bk12OJ6cCd3Y55kS2KhL20XD0MULBYRqO7mbFuo+CINB26XDK8+RyxQmqF906RVhAiYdpb3mVkUHjeLJyqqhffhtmixNNU4lEhojHBwkF+hgd7MU3MkAsEqavqwVoSW3HbLHjzirCnV2EyWwlHosQCo6miEY8FuHMkWcTvSXTy00XFRXx7LPPsG3bXbz62tOYzPZUGRaAy1NsZC8KFyNNKvORTQKSKf3+MPnS0tERdaP0biIVme6uEo9pxKKaQWAm4djBl9E0leLyWsqqEr4/uo5oViksduF0JQm8yPUfuY31m6/ilWf2cOydg6lJk+PvHMLv83HvA5/low/cz88e/C/OHDuOOyuLW7fflXFMFptEgU1CzbfgTzSPJyd10pazShSV25AmqWfFoirnjnlZujZrioyvqsVRNXXOnhmXzrXwn998CICv/NXnqFk8t9LXiXCY3dhMc8vWzoTJGY2JEEWR2poiKsrzabzUQ2NjD4o69Zz9qqHrOoffM76LC2TjNx8LRGMBC5gBU8mGSJYtF194hJ6ugcSsejpURePooUOAUTbV39vNhbMNCILAlddMb04Hcy+ZSkJIBKUwTjTiiRp9uzObUGCElovvpIhGaj+Jfel6HBCprNuI05XHsUO72Lt3b0b1ql27dvH0008DAktWbycnrxpN04nHMvcRzAcuTyk5+UsZGTxPe/MbLF398TmdB13XU1mFVOlUasZfwTdizFBnkrWdL8FIQolHaLl4jv6uU6na+3MnXqKt8R1CQR8IEoUlmyftLPVPRggCSCYBk1lML23JdAoSXGN44Dy+kY7Esbu44rpPYbYYYxZFiWVrP4LdkcWls/voaDpCJOhj5cZtCSdrnXDIi987gN/Xj9/bjySbUZUYlxrenbJL2WRB11RUVUGSZOyuLAK+EQJjUwUEHK48ymuuxOmuwGKZ6j4NRvZp+dp7aTj2cwJjvZw5/jhKPEokPL69yxUn8GTVoKqJ7xICfl8Hbc0vEY8FEqT2WorL1yOIySyfSG5BCVZHKQ6XBAioqoJveICRwV6G+nsY6e8hMDZELBpiqL+Fof5x8nH84BNk5ZbhyS4iEg5clvFlOOhFks0Uliwjv3gVTldm6VNBFDKSgUyYWCqZvPZ0QNMn1uaNF18FAwomc7oiU29XMx0t5xAEkQ1X354qEcvOM+PONiEIGnE1ikk0p2qyXB4POz/1aTZfdz3PPvE47U1Gqcyls+f43jf/ifv/+A/Z9rsfZ89PfsY7r7+BOzuLTddfN+1xSLJAVq4ZT46JUEBlbDRGOGRkba0OmaJS67RGfPGYZmQ21mbhcKV/HjE1gk2cPfAPhyL876/+I/GYwpabrmTHp+7EGxnGYXZjNznneL8WpjXnmy9mIhpJmEwSy5eVU1NdyLnzXbS2DcwrU/7LQJJsCAKUlS6Qjd9kLBCNBSxgFkwmGwIiJt2Jf6w34/KxaJiuDsNYrKR8GfvfeAWAJStXkZ03fV3q5TwIBECSxVTZFJBqBvZkFxMO+Rgd6mRkqIOcvIrEPgQ0NMYDX2OGPrewmmtu/jwHXvsBqhJjz549aepVDmdOosFWJR4NAkapj9EwO8GM4jJRXn0t3uEmgv4ehgfPkzdbWZZuNEWnMho2d1pg7hvtTEjPOrE7x1VeLpdgAIwOTV97v2vXLp566ikEQSQSHsZscaXGmenECIKAII73XmQKIDPFErqu09d1hK62/anX8gqXTDGmEwSB6sWbsdhcnD32AgO9jRzY+12s9ixC/mEUZS6lT0ZvhWwyEQ0bMsiqquD3DgHgcHmQTRZ8IwMAVC+5irKqLUxjYJ4GuzOPpat3cObY46lme5PZQf2y2+lofvOyxQkk2YoggBJT6e46RH+P0a9ktWVTs/gOHM5CVAWSn4koC4SDKpomosZ1RNH4XGz2AsqqCymvXUNgVEVRFYL+Aca8fQS8/fT3NCYc2aMM9TUz1NeMLMuXZXz5wouvsPaqzyAws1GcxWaUTM0Nmcuk0l5Nk89VCYfHG6k1XePIgRcBWLRiI9m5hTg9JnLyzcjy+CA0TSWmJ83wxl8vrijnM1/7CudPnebFJ3YTGBtjZHCIb//1/2H7p36PG3/nDt547gVefvJp3B4Py9aumfFoBEHA4ZJxuGRDFlcwshmZJnsmQoknyYYnTcpXUeNosooozJzV+M43/ov25k7yCnP5+j//USrAD8bGiKsx3NNI4E5Eli0XkzS7CeAHDZvNzPp1NdTXF3PmTAfdPR8uhapUZuOKBbLxm4wForGABcwBk8lGd/cINtlBhBCKmu7W2t56Dk1Tyc4pRFWsHNr/JgBXzqEJfL71u4IAsiyiTwhk44nSKavVRVnlKjpbT9By4R1yrq5ItJtOhZ5Qu1E1PeHsTMrxu6BkJVV112Iy2+luP0LbpX20XXqL3IJ6ZJPVyKjooCj6hLqseR0GAGaLi+KKTXS3HaCr9S2yc+qQ5Ax14xO2rcRiKIpxvJObwUcmlE0le1Qul2CAQTLmXnu/h+pFd+P2VKUNOI1cTPioJ5d9jC8/6dB1jfbmNxjsM8qLnO4iAmN9aJpKNKwjSGECvgH8vvFMRdA/Ls8ci4aIRY1yP0GUcLrzcXsKcGUVYnflYrJEee+NZybIOSdUo0JGzb3V5kjI1Maw2Z3kFVXQfqkBgPrlN1BcvnGqlO80iIS9tF16K006OiunkqzcSsKhVTz55FOXIU5wjdHrEfbScvEFggGDwOQVrqCi5sYpZUgIpK5foxRt/JgnHn88rqPERMymIvLyi8grAEl20tH8Djn5teTkV+Mb7WKw98JlG18qMQ3T9F5ymCzj6l5zwTxUblMIBRTMVgFBELh09ije4X7MFhvrrr6R/HIzNpuEIOioaAip/4zrMulRISWarDVdQxAElq1ZzaLly3nt2ed59803URSFXY/8kJrFi1i5YT0NR4/x5KM/weF2UVlbO6dxltU4qF7sRFV1hvqi9HWFiQSnZ7eqYpCNJWuy0hS2YkoUq8mOruv4RscIhyLY7FY82UYvzhsvHODZx19GEAT+5t/+jKwcT9p2Y2ok5SY+nRGgKMhk2wrmdFxzwVwyGpPhdtm4avNihobGONXQzsjI3FXg/ruhaYnMxpUCpSU5s6+wgF87LBCNBSxgjkiSjaefeQ+/PxHMy3aiCMTV8dnh1iajjr26bhWN548SjYZxZ+VSWbt42m3Pt2QqifHAddzHIpnRkE0WKmrX0dl6kqH+ZnyjvbiyCqeRdtVRFJ2LDW8BOjl5tTjdRXS0HGSgp4FYxM/iVb9DScV6+nsaCAeHaW8+SO2SmwBSOvxKMsi8TMJRVLqeob4GohEvPZ3vUl49odRs4rYS20+q8siyFVlOnzEcHWoGIDu3huHBJjovk2CAUS7VePa5edXev/baCyxZ9QAmkzUjuZh4LDP5GCShqnFaLj6Pd8QgUMXlm1DiYwTG+hgeuMTI4KWUQ/pkmMxW7I4cgolMhiSbWXXF3ZhMFkYGOxjovYT3zJtoanqwJskmHK4sxkYHESWZa+/4OFabgzee/QkB30iKZCxZs5X8wtVzIhm6rjPQe4aWi6+jqXEkyUxByQp6O08w2HcOs8VJWdWVdLW9w/33PzDj+Yap4gRDA+dob37N2LZsoaruFnLyMn/3JElIfSYzTUrLJgElNuHYdLBYswBQlTiFJWvxZNcw2HvhsntLpnMxB0NG2GS+fEnUdExPQTQVIiENUYpx+vAbAGy6+Waql2QbZD3p75H2MRuC0QKGopMkysiiGW0CgZRNMh/ZeTerr1jPo//+XSKhEC0XGxFEkZz8PEYGh/j5fz3EA3/8NfJnIZYlVXYqao2SPFkWKCqzUVRmwzcSo68rzOhQjEzd45qqc+Gkl8WrPSmPjVHvKPuf28szj71Ee/O4ElllbTk33nENTzyyB4Df++J9rN+8OuN4VF3FGx7CafFk7MHItRfMuRdkLng/JVB5eW5uumElnV3DnDnbQeBDolClaTrvHm5k05WLFsjGbyAWiMYCFjAPWC0mHA4LFquJaMSY+bfIhmJOTImgKnHaWs8CUF27irde+wUAi1duors9SGGpA6crfVb1ckkGkFINFWUBLZFYSRINk9mKw5lDcfkyejvP0nLxEKuvvHtKmKFphtmVf3SQgV5j7JV11+ByF+Fw5XOx4QW8I22cOvwTlq3ZQe3imzhz/Al6O49TVLoSh8uYrZNkAR3Sg83pCMc0sY4oypTXXE/TuT30dx8jv2glVuuEwG3SOtFoZg+NcHCESNgLCHS2vEMwYJT2zJdgJNHfewZt3rX3FXhHzlFUum7G5afLZoBBJDU9jt/bRVvTq8QSxyuKMr2d470Useg4wbDZs3BlFeJKZCrcnkIsNhe6rjMy0Ma5Ey8RCY9x4p0npt1vfkklgz3tqEqc5euvofXiSfo6W3jnlSe58e5P43TnEEioUZnMNpzOSrQ5+B/EYyGaz7/CcKIp251VRv3y27HaPDic+TSd30t3+3vIJiv1y+9k796n2bbtLh5++KEZxAk+x969e6lZdAftzW8wMngeAKe7lMUr78Bs9aDEpjp3TyZ405T5G+9JgtHTMaFMJ6lylpRXTmZLLre3RJpmRhzAYhXnn564TISDKi0X9xGNhMgrLGTLzVtmuT8ZzMPo+wJNVVHU+ISukKRymkBheSlf/T//i5/8+3fp7exC1zRGBocQJYlIKMRPv2sY+rk8nox7qqh3UlKR+XvryTHjyTETjaj0d4UZ6IlMaR43yIaPxas8NJ0/zzf/+DtEwzF27NzBv3zzW+MSxE/u5sf/+Qt0XaeytowH/vCTM54zQwLXS1yN4bJ4UiVkZsmKe7IoxAeE96NeVV6WS2lJNi2tA5w730X0Q6BQlSQbm69cRMkC2fiNwgLRWMAC5oFLTX3EYyqL6otpvNSbIhtmyYqAwKW2c8RjEewON5qmMTTYhSTJLFq2EU3T6e0MkJtvIyd/ZqnVuUIQQENDkgWUBNFIlk7JJguqrlO9aBO9nWfp7z5P0H8NDldu0heMeEwnngjCOloMCcvcgkU43casYn7hEmz2HM6eeJJI2Mup937KopV3kluwiOGBRpovvMbKDeON27JsBGPRaAhNjSNKJuQEEQPmlOHIyqnFnVXFmLeNzpZ91C/fPu2ysYn9GQnouk5X+3vJvwgGBi6bYCS3N9hzet619zt2bOfFl96ksGTt9EHBpGA3HgsTDAwQ9I//HwoOTVlN0xQEQcJkcRCLjGFz5FK3dCsOVz6ybMHqEBEEHb93gL7u84wMtuMd6srYl+Fw5ZJXXEdX8zFUVWHJ6s2s3nwTJw+9xsVT73Jk33Nce8cnGBsdJjA2yt4nvk80EgJBxGyxE4sEaDj6OCvWfyxdYngSRodbEy7cQaMpu/ZqSis3poKywtJVKEqEtktv0d60n9qlt7JoxXZee+15yssr2LFj+xQ/iqeeehpRlCmrvpbOtreIRnyAQGnFZsprNiHJxkzylIwEU7NIwkxMA5BliE+okrTYsgCD7Gqaimyy4XTlXVZvidOVZyi4ZYDZKjJLG8H0yEjoZy6qCgWGaTxjfH9u2bkNUZr/znU0VE1DFIREJoRUJsRkNfGpP/wSz/zkcS6cNLK/mmo0d/tGRvnht/+dP/iLP8VinXA+BIHapS7yi2e/b1qsEhV1TspqHAz3R+nrDKU5j+uazguPv8tj3/s+W2/dysMPz1QGeT+vvPoKx945xZXXzSxLDhBRQihaHI81B0mUyXUUfeBytpdTOpUJoihSV1tEZUUejZd6PxQKVZqmc2iBbPzGYYFoLGABc0Q0Guf8hS4AzCZ5CtkwSRbam88BRtnU2dNvA1CzeA0W63hwOzwYJhZVKSyxG7YI7+OBYayrIUuGxC2MZzQk2QRouDwF5BfVMdjXRFvjYZavv514XDcaKhOxV8A/wFC/0cBeUbPFeJglFGmcrgLWbfo0507twTfawfmTT1FaeQWiKDPm7WKo7zz5xctQ4hH6e88w2HOagH88OHY488gpWEle4XJkeZZAQTfmPytqbuDsiUfxjjTjG2nFk1OdcfGJGQ1d1xlJ9GAkHZ8FQaK0csNlEYwklHiYgH9o3rX399xzD7t27UJVIsim9JIYXdeJRnxEIoOEQ4MpUjExMzEZgiiTk7cYd1YFdkcBVlsO/rFmGs88i8lkw51VSigwSP9oB2OjHfhGuyZIHRuQTRay8yrIzivH7xugt+MMQf8wkbAfVVUoLKtm5ZU3ALDqyhvxDvXR393Ge/ueY93VW3n75SeIRkIIgsjqTfdgNuVy+ujjREKjnDmWmWyoapz2S2/R23UCMFy4Fy2/A6d7qrJSaeUVxOMRutsO03z+VeqX3cmydQ8wMnCOF196k127dqWWdTjzKKm4GiUepqN5H6BjsbqpXnQ77qyy9GzFZNECIT2TNBejZtksGAprCZjNDgRRQtdUYhE/Vns2+cWX11tSUZvZ+FI2Ccjmy78/zKdPQxTB7pI4deQ1dE2jbvkyapZkNnucdb8JAQRN1xEQjV6OCQORTSa2f+Z3efUpF0f3GxMcoiSiqRojg4N85/98g09+7cvkFxYgSSL1K9zk5JvR0WdxQp94PAL5xVbyi634fXH6u8IMD0QJBYLsevhHbL11K888M1sZ5LPcdfdd/M3/+Ca73/4RLndmFbWJULQ4I6FBCp1lOMyuOY31VwmTSWb5snKqqws4d66LtvbBX6lCVZJsXLVpMcXF8ytDXMCHEwtEYwELmCPOne8iHh83w5tMNnRdo6XpJAClZfW89vJPAFi6avOUbfnHYkQjCqWVLmTT+5iZ0hOa+fK4kOV4RiMR1AuGGtBgXxM9HQ2UVV2FbHKlPfg7mg1SlFe4BIcrH0j0fCTIhslsZ+X6j9Jy8XV6Oo/T3f4edkceoeAQrZf2IYoyTRdentEJua/zENWL78CTnSQNE497gkSuYASjBSVr6e8+RkfLmyzPqkDMUOecLCVSlRgnD/84RTCSWLnhY7izSi/79IIRKMPl+zrE42Gi0TFCCWfqUHCQUHAQbZKIQBJWWxYOVwECIsODjei6hsNZZJjQpciS0dyuxI3G7mBgkMNv/QdKPJy2LUk2k51XTk5eJTn5FUaPTiKq1tFxZxdz8dSrqEoMUZLZcO0dKQM1URTZfPMOXnnyIQK+EQ6//kxqu7quE4/qOBxOVqz/GGeOZSYbgbF+Gs++YLizA8Xl66isu3ZqU/YEVNZegxIP0999mqbzL1C3dDtFpesoLFmLqkRQ1RiSZEFRY7Q1voR/zCD/eYVLqV16C5JkQRCmBkqiJCABalw3lNomYC5kXxAFRElIlYgJgoDV6iEcGiESGcNqz6ageAVdrQfnZ3wpyRQUL8+4P1NCiWyiC4Y+l7TgLJhMQKwOEbtDoqfjEr0dTYiixIZr52acOeu+dA1dEBD1dOlmURS5dedduLM8vPHsi2iqhivLg9/rIxgI8P1/+Gc23Xwdn/2Tu3DmGI3XBowsiYCAKIiJ38XUa5mQNAGsrNf42XffQYnHefjhuZVBPvSDh6ioqODlJ1/n3s9m9vyYcszoxNQIw8F+cuwFH2hW44PKaEyG3WZhw/pa6uuLaWjooLdvfiWAHyQ0Teeddy8ukI3fECwQjQUsYA4Y84dpbumf8vpEstHafJ5AwIvZYiM45kNTFfIKy8krLJ+ynq7rRKMqHS1jFJc5sTku76uo6aph2ieJaDroqGmlU0l4skrw5JTjG+mko+U9ahbflIo2AmN9jAwabtYVtVumjDNJNkRRom7prThcBTSdf4VQcAhBEIlFA1xoeJaPfOQjc1Jjqlt29wSyASmGIQjjvwMlFVcxPHCeSHiEgZ7jFJVtnDK2UKL3YqD3DGD0YGTnVjM80IjF5sHlKZnH2cz84DYlpIAut/b+zPEfZt6bIGF35uFwFeB0FeBwFWB35iNJZno6jtJ2aR8A2Xl1VNffjijKhEMj+H2d+H2djPk6U0RDTZREiZIJd1YZWdkVeHIqyMorwmKdem0lg9VoeDyDoqkKb7/8BNfe/lHsToMoWGx2Nlx7O/tffJx4PIooyeTkVTPUf4mLDc+z5spPYbG6p5CN5evuY3igkY7mt9F1zZCtXX4b2bmZM1Pp50WgdsktKPEowwMXab7wDItX3IvTXYJssiGbbIwMNdLW9CqqEkGUTFTV30xR6XIEQcBkFZEkiIY19EmVIMksxuRqoLlkNABkE8TG5xqw2hJEIzwKVKLpYXSYo/Gl0VuyZPWOjGVTZouQGpc+4d+JpCP57ozUY4a0hsksYHdLyLKIqiocO/gyAItXb0ISs4jHtA+mCV3X0VARE4QgCUEQ2HzzDTjdbp5/7An8Xh85BfmMDBiz6ode3ce5Y8f55Fe3c+PdVyNJonG8CVleTVcn7WhmEiKbBA6+eoAd85Ug3rGdp3/2Avd8ZtucAnyrbEeWTIyGB4goIYpc5Sk1rveL/y6ikYTHbefqLUsYGPTR0NDByOivRqEqSTa2bF5MUdEC2fh1xgLRWMAC5oDTp9unTScnycbrrz4GQE3NKhpOvQXAslVXTbtNQRBQVZ3uDj/5RXY82fPXWdd0FQTQRRUd46E7UXVK1xN9GFGNssrN+EY66e8+TXn1ZkxmOwLQnshm5Bcvxe6YqGVuRCiTm9WLy9Zgd+Ry7uTTxOMhRFGctxrTivWfSwRXAulR0Hj3uCxbKKu6hrZLe+nuOERuwTJMZge6ruMdaaan4xCRsNGQLIoyJRXrKa3cmDqenNyaCeOe30NZkgQkWUAygSi4cHvy5117v2vXLmRZRlEUZNmK3VGAzZmP3VGA3VmAOyt3SpZG1zVaG9+gt/M4APlFy3B6SmlregW/r4t4bNJDX5BAV5EkM8vX3YvTXZS2TTUOqqxnVLXq6zpPW6PRUL7yiuu5dOYovpEBXn3qh1x7+8fIzisiOObl2IG9qXU0VSG3YBnh0BhBfz8XTj/Lyg0fw2JJz2ycOPRD9EQQmJtfT+3SrVN8PmaCIIgsWnE7Z49HGPO203juaZas/CgWq4fOljcZ7DfUrhzOImoW347dlWOYyUlGiZQgCFhtIpEMZMPmFFEVI7Mxvr+5jcvIhIwHt8k+jUjYh6b7aTjyC5R4FJs9i9dff5Py8gq2b787zfgy1VsiySxZvWMS+TLGJJunun+nLzFh7DBpJl+ftWRKSpRJWWzj10pjw3v4vcNYbQ5WbjDU3kaH4hSUXI7/Q+Z7paZrU8gGwMor1uNwOdn98I8ZGRjEne1hbNRosveNjPGf/+dRXvj5Gzzw5x9j5RVLZtzvdCREQGDMG6CzpZtv/eM8yyB33sOuJ3Yx5vXjyXbPuKyAiNM8vkw4HqDT20SRqwKr6fLKN38VKMj3cOMNK+jqGqbhbAfB4Fx8dz5YGGSjkas2LVogG7/GWCAaC1jALOjr986aRjabZFqbjRp0lzuXsfOHsVjtLF6yEU3Q00jK5MBd12GgN0Q0opJfZJv7TJUOcS2OqivoaEiSQDyupCRKBSyEgyq6ZuzDk1OZ8l3o6TxGZe01jI12MzrUAoJARc2WzDtBQNPTVXk82eWs3fRpTr73U1QlxCOPPDIvNabhgXMUls7UXGnsLK9wBQO9JwkF+uls3U92Xj097e8QCg6kLb1y46dwufMTXhlJ/4xa5kwwBKORXZYNgjHxM1BVhZyCGp588sl51d4//fTT5OQto6RiMyZzuoOwJAtT3IxVNc6FU3vwjrQZy0gWBvvOMdh3bnyYgoTTVYwrqwK3pxyz1crpI4+CIOD2lGY83GhEw2YXU83OOjp+3wBnjxlmbItXbWLZuquprF/B/hd/wdjoIG8882PWbL6Zs0cPEA75sdo9eLJK6e85R9P5l1my6m4unn6GwFgvrRffoHbprZjNDorL1tLa+EaKZFTWXZdo+L6M2Vddom7ZXVxs2EXQ38vFhl8gyZZEwzcUlV1BacVViKKUkmxOekAACJKA1S4SCY2TDYOIiMgyRHUtpZAmznHSXhCNzy65XrJELBoZ5tThx4mEx7A7c9h47e8iijLd7Q0888yzacaXTlcelXXXUVC8AkmeHMQL05o3TnuaJvybzHak6Ht6ktAYs13C7pRSJXJg+KQ0HDEmR1ZvugmT2ciwhPwq0bCaRkjmPqbM0PSkB0d6KVXN0sX83le/yC++/zBjoz7sThuhQBhBEDBbzbRd7OSvH/gXNt20jk//yb0Ul8/Pm0JHJxQ0SgsvtwwyFAzPSjTsZlfauQWjb6PL10K+oxiP7f0Z0/13ZzQmQhAEysvzKCnJoaW1n3Pnu4jF5uDG+QFCVTWDbGxeTFFh1i913wv4YLBANBawgBmgaRqnG9pnXa67u42eng4kSWZwoAOApSs2YzZb0RL1urM12PlGo8SiKsVljik15JOh6zpRJUxMiUCiHl2SBcKh8VknVZHHPQIABIGyqk1cOL2H3s7jlFZeQXuLMftfWLwCm326h28ylEmfN7VY3ZjNFm6/67bLUmMqKFk368NSFEQqa27i/OnHGB44y/CAIb8rSiZy85cz2HcSQZCw2gyFknBwmGhkDEGU8ORUzLztRNAoywKibIQ+sWgI32A/Y95+/D7jZ9A/hK7riKI4v9p70URZ9bVTG+AnNCJHI358ox2MDrYwPHgpFaADqGoUQRBxeYpxuspxecpxuooRU/0NAopqZDi0hJxoxrOpG2VEFrshkRqPhTn17lNoapy8oipWbboRAIcri5vu/jQHX9nNQHcbR/e/mHg9l5Ub70PARijow+/rpuXia9Qu3crFhmfo6z6F3ZmPb7ST4QFDUEAQZXRNoa/rBHmFi2dUo5oOmgaybKZ+6d2cPfFj4vEgihLBZLJTs/gO3Fnpn69sNjIaaadaNMhGNKyhqYbpXfIzsNhEwiENXdVnVZyaCMk0TjRsziwARgbb0FQFq93N+qs/htnqQI3r5BWsprHhdQBWbvg4doehLpW87qfcEgSw2i9fyjaddKR9+TFbROwuaUIT/DgLOXX4DeKxCDn5xdQsWZu2zdGhOEXl8yQas9zrdF1HF1REXUojG/Urqvinn/wV/9//+H/0dgwgm2SUuIKu61x16wbeff04775+nKNvneLOT97Mvb9/Jw7X3LMENrtB7C63DNLumDkrJwpyRi8NAzqDwR4iSoh8Z+msbuLT4ZdJNJKQJJH6umKqKvO5cLGHS029qL9EhSpV1Xjn0MUFsvFrigWisYAFzIC2tkF8vtCsyx157wAA9YuWc+H8KUBgxeqrARARMEtW4moUVVNnfECEQwqdrX6Kyx0Za+sBNE1NyCgmMhfJeEKEoN+YsZMkU6rpdyJy8uux2XMIh0Zou7QP30g7giBSXjN9iVcSE/s14INRYzKZpn9w67rO6Egz3e0HJ7wqUFS2kaKyjYSDQwz2ncRsdYNujGokYdKXlV2RseE4WRIlyjrRsI/RoX7GEg7afl8/kfB0hnc2LDY3L7+8d86193VL755CMuKxIH5/J4GxTnwjHQmvj3TYHLnk5tfhya7AlVWCJJmJR/WMwVvyGHVdQ9NUwxgsw+WlaRCL6JisOg3vPUs46MVq97Dp5u1ps69mi5XlG65hsLcTXTNIjzu7ElFwIAgCS1Zt4+ThHxMODjPUf57y6qvobH2HlouvASSupS0UFC/jzPEnZlSjmgmaqiOIEA0HaGl8mXg8OH7Msg27M302WxCMfoNMEEQBi01EUSaVkAkY5VUhdc6lU2BkvmKJ/TlczsR4FcwWB+uv/jhWuxslphOLaERCXkBHFGXcWWVTvvuTEw5mS3qm6/00fieEnxAlcLjExP1kXP1JEkR0YGSwh6ZzRqne+qtvmzIbHwlphAMqNud8yMYcxq2T1rfhyTFRu8KJJLn55o//iv/vK9/h0plWBFEgFolx5sgF/td/fJXnfvoaJw6eYc+P9vLms+/wiS/fzc07rklJGc8EV5aTsuoSdj85TwniJ3dTWVuOO2tmFSmn2Y04y8Xkj3qJKhGK3BWYpcspS/vVwWSSWbmigtqaQs6e66StffCXtu8k2dhy1RIKC+Y/cbGAXx0WiMYCFjAN4nGFM+c6Z18QOHJkPwAm2Qj8lq5YTV5BEfFE56iIgCyagXiGBsbJ+9XobA1QWGLH5Zlg4qXrxNRYQn0lPfCMBFWCfpVYxGgEl6aRkRUSWY1L515koMeocy8sWTWHIHC8XyNJNtSEatLlliFoagwyEI1kD0Z3+8FUiZQgyqBr6LqG3Z6L2WTHl5S2tbjRNGOM6WVTJOSDVaLhIYL+ASNL4evH7xtAVTKrPtkd2Smju4mGd9GIRnvTYfbu3Ut5eTnbd+zg3ml8HeqW3o0nu4p4PGQ0bnuNBu5kT0kaBAF0HZPZztLVO3F5MmSHMpTAAIjiOJlS1RiiaDMSXBliHSWu0dp4gOGBVkRJZt3VO3E402df+7tbOfDSE+iaahxz2E9vx3FikSCLlt+O2eJkyaq7OHPscYYHGom6x3tGBEFk6dp7yM6pBJhRjWo2qBr4fYbvhhIPIYgyxWVXMNBzkkh4mEvnnmbR8ntSREu2CDMSeEEUyCmQiYS0NIlaQTTIhjCDaeLUbYErSyIWU2g691bq9dWbdmB3ZBGLaCnPjlBCbcvmyMFopmJqS1JiOJLMFClbAeGyyYYgGGpSVruY8LJIGOvp49vVgaMHXgR0qupXUlRaw8Q+h+TgRodiWB3WOc2iz1cZVdM1cgss1Cx1pLItWblu/u7hP+Vf/uR7HH/buE+NjQb4/j88xj/99Os0nW3jh//yC7pae3nwGz/h2Z+8yu9+dTubb14/83UgCGy971oe/dbu+UkQP/kUX/yLz864bZNowTrDxMlExNQIXd5mCpxlOC0zl2JNxq8iozEZdruFjRvqWFRfwukz7fT1eX8p+1VVjYPvXFggG79mWCAaC1jANLhwsWdOjqmjo0NcajRKepqaDVfi62/+CFU12bS1jBKPqei6jiSICJIZRY2hzkI2dF2nrztILKqSm29F13UiSghVVxLvA+iEgyreoTjRsIYgTGgEn1L7PY68oqW0XdpHPB4yyqmqp8rvTjMqJpKNpJPx5ZYhiJOckDMRDFEyUViyjqLSDQz2NdDVtt/o1chdlDLrMyce1PF4lDGvIXWqxP00nX+ewFg/Qf9wxmyAKEo4PQVphMLlKUhT60pCVTXiMZXhgUtomobTXczLL7/J7km+DkVlmzCZXXhHWuhsfYtwaKrZnsNVgCe7AkGU6Ok4iq6pOFyFLFuzA7Mls06/IGSeIxZECUGQ0HUVTY1nJG7GuYWh/ot0NBvN38vW3U7BpIxMT/slDu7djaap5ORXsnjVdob6Gmk69zLDAxc5E/WzdPV23FmllFZupKvtMIGxHsBwtVbVGL0dx8jKrkAQhCkN4nMlG0osTkfzfvq6jVl2mz2P2iV3YrPnkp1bx4XTvyAw1kPzheeoW3oXskme0V0djEyBySxgMksEfCqx6PjZlGQBZ5aE36vOGiRLkoDTI6EoCkcP7ME71DnhPZloRE9rMg+HDGJpS4gsJLMMqdEKid9Fw/07kzxr8rX5EA6zRcDhkhClCdmJxPc2uS1V1+hsOUd/TxuSJLPuqq3jPR6p5QzEoxrBMR2n54MPbvNLzZTXWdAFDV0f37fNbuXr3/kKD/7dj3l9j5HV7Osc4Btf/jZ/9e2vcMvOa3jm0VcYGfTS3dbHP//xgzhcdm772A3c/ZmP4HRPLanSdVi9ZRl8izmXQd5///3ous4Lu1/lyus2ULOoMuOyTsv8Al9NV+nzt5Ol5JNrL5wzcfgwEI0kPB4712xZSv+Aj4aGdka9wdlXep9QVY133rnAli1LKMhfIBu/DlggGgtYQAYEgxEaL/XMadmjR4w+h4LCEgb6e8jNy2fZqjWIopQiG7GoQRBEBEySBdTorGQDYGQoQjAUIatAYKJAUTyqMjwYJRzUSPR+I4pCyvl5apPpOARBNOr84yCJJsObYTaZmhTGycb7dkJOZF1mIximhFJLUel6BvtOE4146e54h2jUaAqOhke5dPZJAmM96Imu346Ww2n7NJltuLOKcHkKcWcZxMLhzJ1SJpL5iHWiYY3RoVbGvF0IosSSVdswW1xEwl68ox34R/vwj/XQ3f72lPVt9jxcnnLcWeXk5FdgMtvo6ThOa6NRu5+dV8PiFb+DJJunrJvEtDGFriNJJhRFTfl96JCW1dB1CAYGuHT2JQBKKzdSXLYMs3V8ox1NZ3n39WfQdY28ojoWLd+GIEgUFC/HbHFx4fQe/L4eTh/5GbkF9XS3H0utK0lmFq24k4sNzzI61ExX67uU1xjkdb5kIxQY4mLD84SCRklGbsEyyiqvxmQ2CJjdkU/98u00ntmNb7SV1ksvsXjlHcDMn6PNOf6+0yMR8qtEwomATTJkTx1ug4RMB4tFxO42tnN833MM9TUhijJWm4tQcBTfyCg5eXnpx5PIaNjt6Q3A+oRfBIzm79n6ROaS3ZAkAbtLxGSequw0GYoS4/hBQ1Fs2dot2JwuVF0zGsmFif4dxt/+ERWPxwIi6JqWyIjoTKXAcydExVUWSqqS9wENVdcRRSnVvyCbZL7yd58lJz+LXT94AYCmM2184ba/Qtd1duzcwT07x7OKu3bt4qlHnuLZH7/KH/7DA1x164bUiHRNpbujn3/48r+jKAovv/wyd921jYcemqkM8gH27t2Lruu0NrbzwLav8qW/vJ97Pp0uc2uV7Zhm8IaZCd7wIFElRKGrAvkDksD9ZaOwwEPBjSvp7DQUqkKh/16FKkXVOHhwgWz8uuDX86pewAL+m3H6TAeaNrcH5pH3jLIpJW4EelffcGtKYtRkkqiszqK91ZsqoxIgQTZiqQxFRug6cS1OdEwlHBEoKLUiSeAdjuMbiY0/zpM9GgIo6lQPjdQyiRW8w60p5R5VjTHUf4GC4uXz7z8VBApLVl+WE3Jl3XWYzAKDfZfonqAilYlgaGqcUGiYUHAAqy2HaMRLX/eR1DaThm1JyLKF3MJqg1AkiIXF6rrsGcB4VEdVNdqbjM85O7eGns7j+EY6CPoHmBxYWW05uLPKcXkqcHnKUschygKSBK2Nb9LTcRSAwtLV1C6+GWEWwjPd0HXdOGckjOxSr5O4LHSjl+bCqT1oWhxPTgWVtdeOO2QDzedPcPQtI4grLFtG7ZKPYFjbGcjKqWDVhk9w9sQuImEv3e3Guc/OqyEWCRAMDNDR8jZVi26g5cKrdLS8jdNTlJJtnQvZ0HWd/u5TtFw0FKtk2YSixBkeOMfwwDnDXT5/JXmFy3C5S6lbuo1L5/YwMniR1kYbi1fdMu25s9rEKRkPu0sCQSUS0lME3sgCiAT96U2uAgZRsdoldF3n2IEX6Wg6iyCIrLrybnrbzxAKjhIO+iCdZ6SMCm2O6ZWGJLMhyTsX1+vpshuiAFaHhNWe0JvKsJnJcwkXTh4i6Pdid7pZtu7q1FI6JEQJhDTSocQ1/N44nhwzyZOWKMZKIx5zzbyU11spKE2/T+noqJoCgpS6hwqCwO9+dQc5hdn819//FEEQuPnmm3nkkUdm8Oy5n3/50+/xkY9ez/1//lEEUaD5fBv/8OX/wDfip7Asn/t+/w6+942fUl5ezo4dk0xGn9zN0089jcVq5orr1nF4n0GsY9EY3/7b73HozSN8/V/+mLyCHAQEHOb5lT9NRjgepHO0iSJ3+QzN5Ilz9CHKaEyEIAhUVORRWppDU3Mf5y+kG9x+0FggG78+WCAaC1jAJAwNjdHVNTynZUOhIA1njKBxZGQQWTZx1bU3pt7XdR2zWU4ro4Ik2TAjaKSauidC01TiWpxkEBuLarSeDxjuxrI47aM86TY9XemUrut0JJSm3FlljHm76Gp7l/yiZUZYMc+sRkHJSjpaD3L//Q/M6KMBSTWmBxAlGdlk49SRcSfvJMHIy19OLOZnqP9Mwkl7kHBomJlmSbPzasnJraaj5SDxeJi1m3eSV1iTOt73g3g8Qn9PBz0dxwkmzAFHBi+lLWO1Z+P2VOB0l+H2lGMyZw4UBFQuNryYUmaqrLuW0sor5hYwTCcnhZDqU9CU9DI/XTcCxotnnicS9mKxeli8YhuCKCKKAiG/SlfrUU4eehWAksrVVNffTKbsQDAwgDKhp0UQRPKLluPOKkk4sg/g9/VQWLKK/p7TNJ55ntVXfCpFJmYiG/FYmKbzexkZvIQoioiixI4d2zO7y3cdonqR4S5fs/h2mi88T1/XSSxWG4tWXTf1tCVVnDLA7pQQBA19woSCxSaiqTrh0LjsrcMtYTIb1/vpd1+nOdE4fcX1d+Fw1TLYa6jMRSc19uu6Pp7RmIZoGFK2STHa8SBdmPBvxvUmZDcsFhGbU5yiuJURifKpUGCMc8cNAYs1m29BNmXKpk0kHcY+h4eiOD2mFHETEq9PJB6Kphg+FugZGzYEAaqW2MgpnD6Dp+oquqYjClLq+3HNbVfy6Ld2ccP1N85Y8mR49jzLtm3b2PvEXk4dOsf12zbx1MMvEwlFqV5Szt88+EeMDHiJxxUEQeDtd/eza0IZZFl1CZ/503u5YdtV2J0Onv7+Xn78H78AQJREDu8/xqc+8kX+8h+/xm13bjVEGN4nVD1Ot6+VPEcRWba8aZf7sBKNJCRJZPGiEqqrCjh/oZum5t45T9rNF0mycfWWpeTnvz+yt4D/PiwQjQUsYAJ0XefU6dnlbJM4eeIQqqJgszkIh4Osu2IzTtfUG57JJGUmG6IZEFC0eHIAxLX0hvF4TCM4pk6Q1BSxOsaDp4nPG3WW0qmRwSYCY32Ikom6Zbdx6j1DQWhksIncgvp5ZDUSQa5sYfGKbezd+yTbtt3Fww8/NGMZwssvv4xsstN45nnAMNpzuApBkBnqP0tv5+Ep6wKJMq1CnK4CTBYHrZf2pYKYuiW3oKpR4hfDSJKJnLyKCSUfQiJYmtuDTlXjeIe7GB5sZ2SwHd/IeDlWElabB3d2BZ7sCjzZ5VisLlQV1Pj0co+qHuHCiT34fd0Igkj98tvIL1o2pzEZxzH9e8mSK1Wb3E+k09H8Nt7hVkRRZsnquzCZbQiigCDpnD9xkObzRrBZXrOR8urrmBzcKvEIzRdeY6jf6D1yuguRJAu+0Q4azzxHZd11LFrxO5w7uYvB3rNU1V+f8mq52PAsK9d/HFEyHjOZyEZF7bW0N+0jFg0Yjbpbt84yU51wl196N4UlS9CJ0nLhVdqbDmGx26msS3ePt9hEZooBbQ4Rk0UgPqFnw+aU0DQVVdVxuqVUAH/++NtcOHUIgA3X3UlJ5TKGeuNYrVkARBJZwiRiUT+aGkcQRKzTSEdbbeMlThP7/ccFpZPvTIUsC9hdEvI0xn4z4dS7r6MocfKKyqmqXzmndXR0VFVleChIdr4VEQFBFBOeGKSNVBAEJARDDC7RmKKhIwpQs9yGJ3f2MiNN14zeNlFGEATefPYgSlydh2fPw5SXl9PT3s9j//4MAPWrqvnb//oT7E4bj/zz4wBcc9sV/NE/fh6/L0g4GMHmsOLyOCYE8jr3fvF2srI8fOfvv4+marg8TnyjY/zVH3yD4588y//8xp/jcH4QZnw6Q8FeIvEQBa5SROH9E5hfFcxmmdWrKqmvK+LM2U7aO/57FKoUVePtg+cXyMaHGAtEYwELmICOziFGRgOzL5jAe4myqWjUkJW99satqfcmG/NlIhsAJtGEgEBUDaOo8dRMparqhPwKsUh6kBwKKCiKiNMlpbvoYXgvQOaMxsRsRkn5emz2bIrL1tLV9i5dbe+Sk183j6wGJMlGVm41y9bs5LXXn6W8vGLKbPSu3bt5+qmnUmOIx8YbBjVNwe/rTtuq1ZaFw1VoEAt3AU5XIWZLuuFdJOSlt+uEcf7MdgY7jEA4J78KSUq/rRnlH5kJh6YqeEe6U8TCO9KdknVNQpatKEoESTKz6opPZpydnkkSPxLx0nTuacKhESTZwtJVd8/q8TFl+4JgNF5M4kup0imYpKKlM9R/ka42g7jVLduK01UIgGSCSw1v0t70HgCV9Vsordg8ZYbUO9LBpbMvEov6QRAor76K8qpNIBjlX72dx2lveoui0tVU1l5De9N+2pv2U7/8TlouvkJgrI+WxtepWzr+nUiRjaM/JxL2cumsQTglSeLWW2+dw0z1uLt8dt7nKS5bgxIP09H8No2nX8dkslJSaQTOomAQidngyjb2N9IfT53fwgoz8ZhGNJHZaGw4QsORfYCRASipWE1gTEU2CamsTSScTjSS2QyrLWuKAzwkpGzTshBTpcUmKj8lw3lBMCYbLBNIylyJtA4M93fR1ngagPVbbpv3zPjYqIIrW0WWBdCSJVaC0VchCMA44RYm/GOWJepXOXG6JXR0NF0D3aAg049XR9EUREFk7xP72bFzxzw9e3bw9NNPoyhG1rjlbDuP/cfT3LDtKg7uNUoAt99vnAN3lhN3VmYxBlVT2Prxa3FlufjHv/g3/L4ApZXFdLf3suunT/HewaN863vfZPW6uZG22RCI+Yh6IxS7KjFPupd/2DMak2G3W7hiYx31dUU0nOmgf8A3+0rzRJJsXHP1UvLyFsjGhw0LRGMBC0hAUVQaznTMefl4PMaJ4+8AhrFfeWU1VbX1qfczPQgykQ0NnbgaQ9WURL2zoSYVDmlTA8vEz1hEw6cYMptzzWiMDFwkFBhEksyUVBozv8UV6+npOEpgrBffaEdKmnS+yMqtZsOWL9DTcZwXXnw1rQxBlmVUNVOtroDDVYDLU4Q7qxCHsxCrLQ9TBtWnycgrXJwiGr2dJ1L+GbkFtdOuI2A0nHpHehgeaGN4sB3vcBfapNI1i81FTn4lTlcZDlcxZ48ZJROVdddOWwIzXR9vwN/HpXNPo8RDmC0ulq+9B7tz+rKImTBdM3CqdEpNZjR0goFBLp0zmr9LKjaksie6rtF09nW6204mjukGCorWM5FdappCe9OBVB+J1ZbFohV34PKUpJapWXwTVpuH1sY36es+RVZuNbn5ixgebKS18TWqF93EpbMv0N99GpenhMKS8QBMU+NpimPJHoD5ussP9J6lpGI9ZVWb0PUInS1HOXf8RWSThYKSRVgc0oyZoNQ2TYbPhijCcJ9CTqGM3SWhaToDXXEaT53gRKJpevn6ayir2kg4aFzPkixgSbqDh31pkwvhYLri1ERIkiHJOxkzNXzr6FhtIjanNMVVfjLhmF47QOf4gZcBqF6yhtzC0mnPy3TQdfANxcktSn6GekrFSteMTIThJSGk2kVMZpFFq53YnXLqOJMN33qCbOh6UlZ3MvHQ8Y746Grt4Z5/ujzPns23rEeJKxzZd4rnf/Y6e594C03TWbN5GdWLy+e0rbgW5do7N+L2/DV//ZVv0t3ey+JlixgdGaW9tYOP3v4pvvJnX+ALX3tg1ut4TvtTo3T6mih0lqUpWv26EY0ksrOdXHvNMvr6vZxuaJ+TP9V8oKgaB95eIBsfRiwQjQUsIIHGS72Ew5m9FTLh7NnjhMMhRFFE0zSuvXHrnG7+E8lGOBIlooSM8hwdYhEI+uNo0/bQjQchqqLhG9HSgo4k0Zic0dB1jfYWQyKypGJDyijPbHZQWLqa3s5jdLUeIiunck4JDV3XiYRGCQYGCPgHCfr7CfoHiEWnZoOSs4kWq5vs3FpUNcpg33lAx2SSWb7mBixWYyYxGtGIx2Z3nFXikdTv7S1vp4Ls7NwaJs4Ma5qGb7THyFgMtDE63JVSZ0rCbHGQk19Jbn4lOflV2J3ZxGMasYhGR8s7xOMhrLYsCktXzTyoSRPS3uFmmi8+j6YpOJwFLF27E8s08rVzQcJuIx06KZlh47h0lHjEaP5WjebvqrrrEudCpen8Swz2Gtmf6kW3klewEnQdJW4Y0AUDgzSeeYFQwChzKCxdRXX9DRkVsUoqNmCxumk88wLe4Vbsznys9hwioRH6uo6nzPyaL7yKw1mA013IQO9Zmi+8miIboiiDHmPHjvnOVG/npZffpLjccJevXXoDqhKlp6OBhveeYf3V95GdPz3pnAg5YeKXlS9Tt9pGb1sMTTVU3LzDjRzZZ2Rd6ldeQUXtFqLRCTP2ItgdHkBA0xTisWBKojgUNKSN7Y7ctEtDEMBsyyxlO9MYJ5ZJTc6WpsYjJOSnp9l2W2MDwwPdyCYzq6+8kXnIzaXB71NwZ8uYLJkyRjpa8kLVwWKTWbzGidWWOdwQBBAYd0NPIx7o6LpGJKFidLmePZ/543spLMvn1KFzfP+bP6O7tQ+ArtY+jh1oYP01c8tEhONBNly3in979O/5i8//LRfPNbJoaT2r1q7gtZfe5P/9439y4PWD/Mt3/4GKqrJ5jTUTdF2jz9+BJ55HnqPo145cZEJRYRaFBR7aO4Y4e67zA1WoUlSNAwcvcM2WJQtk40OEBaKxgAUA4XCMi/sKSC4AAQAASURBVBe7Z19wApJu4JqmYbM72LDp6lnWGIcki+SVSrQ0h9F1I7gO+hWUuJaozJ6uFGJSaYUGoaCKKBk+Aco0RGOw7wLh4DCSbKGkYkPae6WVG+nrOoFvtAO/rwe3pyQt9lDVOKGAYXgX9A8Q8A8QCgxMCdiTSPo6JP4AXcdqy2HVxs/g8liQTQJD/as49d4evCPdHHz9YdZtvpesnBIsVtEol4jNXAqSrIeXTdYU6bA78hIeFt2MDLYb5GKoY4oxn9lsN4hFQSW5+VXYXekzzqqmEYtqxGIhutuN8qKK2qszlr+kHbcooKvGuAd6T9Le/Aagk5VbxeKVdyHPIF87J0wTY6RKp9QYuq7RmGr+drN4xe8giCKaqnCx4TlGhpoQBJHaJbeTnbs4tQ1N1ehsPU5n6wF0TcVkslO3bCs5+XUzDim3YBEr1js5f/JpQoFBTGYHomTC7+vF5sgnO6+W0aFmLpzeg9NdxPBAI2AIESxacQfR8BgNx35+2e7ySjxi9J0IAkvX3UY8HmGw9xInDj1JVt4nySkomXlDgmGU58mVqFxiRUoE9C1nwjSducSLj+1C13WqF6+mZvENKBlE4kwWGYvVRTQyRiTsTRGNZEbD7sg1ZvYTlW9mqzglI5E+pPGshigIiTKpZMP4OMZntkl7TxDGKczEb1E8HuP0YUNSefn6a7A5Zna5ng2jQ/EpqlGT7082p0j9KhuyWUPR4giCkHICny5onkI8IGUsebmePf/4h//JhmtXsfbqlWy+eT27f/ACkiQy1DfCN770bdZuWcH9f/ZRymtnuV4Af9TH2ivW8NM9j/DAx75I4/lLRCNRvv73f853/um7HD9ykm033MvffPMv2f7RbR8IOfBFhogqYYrc5b+2GY2JEASBqsp8ykpzaG7p/0AVqhRFNcjG1UvJy31/1/gCPhgsEI0FLAA4c7YDRZ19Jj0JTdM4euRA6u/N11yP2WKZdqZxIuJqHH/Ui0qc/GILzefGCAXGIxgjbhCm1F1PG3oLRimVpgopw76JpVO6ptGRyGaUVl6BbEp3DbdY3eQXLWegt4GOloOUVmwkGOhPEYtQcCTj3kVRxu7Mw+7MRxAEfKOdREKj6LqaKM9aT0nFSo4d/AmR8AiD/adwODcimEXyi2rZfMNnOX5oF0H/EO/u+zErN9xBacVKLBYJdDVNgnUyool6+Oy8WgZ7DbNERYlw8PVvp7I6SZhM1gSxqCInvxKXOz/jZ5Ts4YhGNHQdutreRVVjOJwF5BUumXYsqfMhgKLrdLUfoK/LqP8uKFlJ7ZJbZiUpc0Hmy0pHEsdLpzqaDzKabP5edTcmsx1VjXH+1B58I+0IokTd0m1kZdekthCL+mltfJkxn1E2mJ1XS93SrZgtM8tsJuHylLBq4+9y7uSThEMjRpYCGOg5TWXdtQR8vUQjY0QTBos2ey6KEuXEuz9KfVaXO1OtqjFMGNk5URRZecVdnHxnFyOD7ex/8XFuvOtTuLOnL1WTZIHiGguF5abUNeH0SOhCL8/88DE0VaVuxXJWX3k7fm/m69EovfIkiIYPd5Yxkx2aKG2bSBzIsoDJJMwqACtgNLLbnLP7YSTNO9MIR7LBXB/v8jh//G3CQT8OdzaLV25KvD67pO50CAVUomEVi2382p54XM4siboVDiR5nPbouo6Kkb0VUoRDTCNHkyEAnmwXZdUl7H5yfp49u3btQpZlWi920nqxM+XFAXDtHZswWUy88fTbnDh4hq+9e46P3Hs9H/vSNtzZMweogZiXxcvrefy5R/nMvX9Ae2sHD//Hj/jOw/+X7/7r9zn67nH+4n/8NW++sp9vfOtvyMp+//KrEcWQwI3EjX7AX2eikYQsSyxeVEJVZT7nL3TT3NL3gShUKYrKgbfPc+01S8nNWSAbv2osEI0F/NZjdDRAW/v8FDGam84zOjru+nzNDUbD60w3fx0IxfyEYgGjpGckhnckjsUmEwlraOrkJsrJZGPmG7AS14nFpvpoDPSdJRIaRTbZKC5fZ2xJ14mER1NkIhI2Zv68w614h1unbDup+uRwFeBwFeB0FWC1ZTM63EJHy8GEn4RRxlNWvZ6qRVdgsxkzu/XLr+P8yZfpaD5AfuFSZLMLSRJxuHLYfMNnOH3kGQZ6L3HqvWfwewdYvPIGLFYjK5JU2kqdAV0nFBjEO2oExUN9F1PvJcu2ZJOFnLwKcvOryC2oxOUpTPUBzHQOBSCuaGiKTjQyluoBqay7dk4PdV1XaWl8iZHBCwCUVW2honZqk/XlYrrNJDMaAX9/6rOrW7YVp7sQJR7h3Mkn8ft6EEUTi5Zvx+UZr0kfGbxIW9OrqGoUUZQpr76e4so1SLOYxyWhaQrR8BiRiI/C0lX0dBwzmscTSHqPTIQhV5yOy52plia5y0uSzOZb7+WdV37G6GAv+57/GTfd/RkcrqmBnigJlNWZKapI30br+U7+/S8fRonHqVxUz5qrtiGJEg63ntnQTwCbI4ux0c5UQ3g8FkJJBIQ2R05qObNNTMtuZIJsBrtTnhCgzw1JwpHcvpEaMDKKwTFvSjFr7eZbkOQPRs1oZDBOccUEopG4X3lyZWqW2WeU3DXKo4CkZ0cq2yFOudYFQeCm7Vv46f97cl6ePU8//TSqqpJbmE1haR5N59qJRYwM55vPGv11RWX5IEBf5yAvPv4Gb73wLh/94jZu+9gNmExTQyRZkBOu3h1UVFfz+AuPcv99X+DShWb++A/+gv/62b9z+O0jfOefH+Tl517lxNFT/PN//D1XXbtp1jHPBlVXGA72ve/tfNhgsZhYs7qKutoizp7rpKNzaPaVZkGSbFxz9QLZ+FVjgWgs4Lce85GzTeLIkfEAaumK1RQUTZV0nYi4phhZDDVGYCzOyGAMJSGHKkngyTHjG4nNQjYyhyYTn8mpjIZoZC00TaWj2chmeLLLaW/ab5CLwMCE5uF0iJKZ7NxqnO4CHE6DWExUfdJ1nZHBJi6eeT6NYFTUbaCqfiNmiz01WgEor1lLZ8tJAmN9tDXtY+nqO7EllCBlk4X1V91L45l9NF98h5bGQ/jHBlhzxXasNivhkELAN4R3pAPvaDu+kQ7iiQDOGEt6LUtFzRbql12LxTo5kEpVyCdmcadC03ViYWO2taP5ILqm4s4uJyu3KuN5mgglHuH8qT2MeTsRBJGqulsprlg5p2bkuWJaopEoyfKNGNdxScV68ouWEY+FOHt8F8HAAJJkYdHyHTjdRmmIokTpaH6d4UGjX8PhLKJm8W1YbTmocRDNiRhV04hGx4iEx4iGfUQiPuNn2Ec04svYk5Nx7KKMnmi6LypbQ3ZujaHWJDhpPPPzy3eXn5Sdk2QBp8vKdbd/nNefeRS/d5i3XniMG+/6FFbbeIbGZBXJKzaRlZcus9rd2sc/feV7hIMRapZVc9vHP4Z3EJSYnjD0kwj6p5INhyMLGM+0JbMZFqsbSTKjAzarOC4aICTFCca3IUqGtK7FmmiSZgY2MhN00IVkNsMgGyfffQ1NVSkoraK0enH64vrM8skzIRrWCAVU7M7k900nt8hE5SLbrE7nkwc9OdshCgIksh2jg14OvHwYXde5//77Z1QnA6Mv7HOf+xyyScJsMzHcP8pw/yhygjhsuG41AV+QxtPN9HVNmGQSIOgP8cg/P87zP32Vz/3VJ9h43eoJkwUiUiJjF1XCDAV7KCou5bFnf8TnPv4lTh1r4LP3/AH/+ei3eeKln/AnX/hLWpvb+fTO3+eBL32KP/r6V7FY3l8JZfJ5oGhxVE39QDw8PixwOq1ceUU99fXFNDR0MDD4/hSq4vEFsvFhwALRWMBvNbp7RhgcGpv3eu8dfiv1+zUTJG0nw8hiBAjFA0TDcYb7o0TCUwOVuZONDEg1UeqpUpTenrMobWOMjXYQS8jJJuvjk0iWPjlcBTichYiiTNP5l9C0OFX112GzZ6UfS4JgpGUwZDOVdRuorN2IyWKfFMBrgIgoiNQvu4UT7/6EgZ4zFJWuwVRSjiwnsgyCyOKVN+LKKuT00ecY7Gvmrb0P4skuYszbTzSSHsyKogldV9F1jdyCRQwPNGJ35BMKDtLbdZKq2iuxWKfTtJ9YKqJPeBWiERVN0wkGhhjoPQNA1RyyGZGwzygbCg4jSmbqlm4jO6/qAyUZwAxSQokfuoYnu4KquuuJRvycOf4EkdAIsslG3bJ7cLoKAPD7umhpfDGVeSgsXktWbh0Bfx/DgxeJRXxEo2PEoj6iUX+GDvR0iKIJq82DxeZJGPBFGBq4YDQQJeBwFuJw5dLffZqhvguUVm7EbM5CUTTyi1Zdlrt8Re3Uz8bmNK4pi83O9Xd+gtf3GGRj/ws/54Ztv4fJbMHhkcjKlxFFIa2ZeaB7mG9+8UH83iClNWXc8cnfxWK1YLboDHbHiUc1LDYBTRVShn5J2N1ZAEQSpn2THcFNZiFjhiI5/ExlUjMpUM2ICb0NoDPY3UZn8zkEQWD9lq2ICannD+ry9A7FsDmsgEBhuZnSGuv7zuLpaKiJbEfrhU7+6WsPMtw/itVu4ZVXXuGuu+7ioYem9+z53Oc+xyuv7OVvv/fn1C+vZtfDz/H0oy+ixA2yG4vE+Nxffpyi8gJOHz7HiYNnOHHwLEN9I6ntDPQM8w//49/JKcjirk/dyk3bryE7Kyvt2PxRLxbZRlZ2Do/u/gFf/uwfcXDfIX7/E1/mWw/+I3te/wX/+H++xc9/tIuHv/tjDr71Lt968JssWlo/ZdxzPzcJoQtdpcvbTJG7AotsnWWtXy/kZDu57tpl9PaOcvpMB2Njl69QlSQb116zjJzsyxfjWMDlQ9Dfr3XuAhbwawpV1XjltVMEApFZl9V1Hb/fRyQSZnR0kL/+n18AICsrm7/71oNI0tRZJVVTGIt6iUYjjAzG8PsyZxDSx8QUsgGg6aAzTlCMEqIR/L4BRof78I8OEBjrIx7PfEMWRRPurNJU6ZPDWYDNnoMgpqvGnD2xC+9wK0Vla6hbcisIxr5GR5roaDpIYGwSwajbiNlsTwuH0mMMQ2M/HtNoOPY8Az0NOFyFrNv8KewuM+g6kZCPkUFDbnaov4VYNP0YRFHGnVWKJ6eCrOxKbI4c3t33HYCUOVz90q10tR8hHBqhrOpKVm24ZcbzrJP0JTAe24qqEQ4o6DqcP/U0I4OXyMmvZ+nqu2fcTmCsn3Mnn0ypDS1avhObPQ+TZWr5xweBWDRd8ljXNc6e/Anh4BCiKLPh6j9AVWKcOf4E0YgP2eSguv5OJEkiGh1lsK+BwFgXMC4rO9mQcDIEQcJic2O1ebBaxwmFxWr8lE1GM7aqxmhtfJP+bsOjwWJ1E434SQ64oGQlocAQgbFeHK5Clqz6uDHDrEc5fugH3HzTjXNyl9+27S5ee/0N1m3+fCqjYbYK2BwSruz07+GYd5g39jxKNBIiv6SCuz7zKbLyxoOy8noreSUmRge9/N0D32Gge5j80kLu+8ID2BzjZFVTdQZ74kbGCwiOqUQn+Nt4R7o5su8nmMwOVm38XbpaD9Pfc4qSig3ULr0Rq2OCsd2E60I2izhcEpKcmc9dVlZDGPfc0DSNV3b/AO9wP3XLN7Dx2tvT5csEY1TvlxjkFZlZtNpFQcUHO7v+3hsn+c7Xf0g0EqO0uoiv/cPvc3x/F3t+9HPisRjbt2/n3nvvHXeQf3I3Tz/1NBabma//29dYv8VQitN1nT/Y9ud0NHUZog2JPoCrbtnA735lB6U1hei6TldLLycOnuHIW6c4e/Rier+AAIuW13Dl9evYcM1q6pbXIEkGOSx2VWEz24lGY/zZl77OS8++giAI/O2//C8+/ul7eX3vPr7+h/+bkaFRzBYzf/bXf8inPv8J/n/2zjtOivr+/8+Z2V6u90bvVUCQLiigqFQBRUUD2EvUaDQxlsQkagxRY1csYKcjvUgRRIr0Xo/j7rjet5eZ3x+zt3d7t1cg5vtLzL0ej4O73SmfmZ2deb8+7/f79RLFpn1e6mLT+q3ce9vD9LyiO4vXf4mASIIlFWvAOPKXBkVROJ9VxJGj2bhczVeFrAutVmohG/+f0EI0WvA/i5OnLnLocONlU3Z7FVu3rGbDhmXk5tQsq9Fo8Pl8XHfTZG6cNK3eg9rptWNzVVJe6qa8xHNJDW51yYbf56WiooDK8gKqKvKpKi+kqqJh1SeAqNgOKIqfitJzaLVm+g6+B41W29TkNBVl2RzZ+xWCKNF/+D04bQVknvqBqooCoA7BCJRIhYuFQk+HiCwrVJRUsnfHh/h9bhKSuyNKAuWlWbgclXXWFZEkbVBBq2O3q2nTaTAuh4wiK9iritj740dIGn0wgzNg2IPYqwo5sn8hgiAyZNS9WCPCe17URnUDuMPuw+9TqKq4yKE9nwMCV1x1V6OeF2XF5zhx+FtkvxeTJY6uvW9G0qgPMc0l1tc3F16PEgySAHKytgfd1A2GKGISOpCfcwBZVh2pEcRgyVLDENDrI9AZItEbItDrVRKhM0RgtkShN1qaDERtlQWcOrISp0OdEU5rPYD0toOpKLugSu0GxpDeZiB5OQfweZ3EJXanY/frEQQoK8nkxMGljBkzpgl3+dmsW7eOzr0mEh3bJvieziAQk6gN65JdWpTH5m8/w+f10K5bZ8bfdStiYGKgXQ8jguDixXveJPdcPlFxMdzy0N1YIuqXWciyQvFFL26H+r2sKvfj9Sh4PS6yz+4l6/SPQSlnUO8RkbHt6d73OvQGY+BMqxAlVd1KZ6gTaCr1cxiX/IiuRTTOHNvLT1tXodUZuHH6Q+gDNYvBCq6A38W/SjSS0g1cNToaxJ9HOUhRFJZ/up4v/7kcRVHoNbALD704kwunZbxuhZ+2/sDGpSuC9+FqpLVJ4bppVzNm4gisETUB5d4fDvHM7JcwmPS8Ov85ls5bw+aVP6AoCqIocM2EYUy/fwJxyTGqIzkybqeb7Wv3sGjuKvIuFNYbozXSQp/BPeg7pBdXDu1Drw590Upa/H4/Lzz1V76ep3oJPf77h7nv0dmUFJXy9K+fY+tGVURk6IhBvPzPF0lIir+kc/Pdui3cd/sj9OzTncXrvgy+HmmIJc6c/ItoEg8Hn8/P6TN5nDh5EZ/v8q4zrVZi+NCuRLeQjf9TtBCNFvxPwu32smbd/kYl9Q4c2Mnr/3gOj8fFpEmTQt2uFy5kyZIl6HR6Zj7wGF179AbAL/uxuSsoK7dRWujG622+khWA02GjrDiP4sJ8Ci/mUlmWj62qhIZUnyyR8VisCRhNCUgaPaeOrESjMdC7/70c/GkuXo+dVu2uITH1CrRadZa9oS+8KKk/+3/8gsqyXLQ6E16Pml0ISzCqEY5oBP8Bl7OK0qJsii5mUlx4OtgkG1xWEImKSSE2XlWFio5LQxBEju5fS3am2pCdkt6Nbn1uxOMSKS48zdH9iwIz5pWYrQn0HTgTgCP7FlJafJa4hLZcOfTWJh+6sqKoDtBOP7KicGTv11SWZ5OQ3J0O3a5vcL383IOcPbEBFIXImFZ07jkejUaP368GLj/ns97v8wR7Ixy2ClzOctyuShz2QjzuSyv7EwSRqNj2REa3qSEUekutZvn60OjFBg0JFUXh4oWfyDrzPYoio9Nb6NBtLFG1jB/tVYUc/ukr/H51NjK1VX9ys/YACu26jCEp4E9SVpLJ6aMrkf2++u7yCxeydOlSRElLh243hpAMAHOkRHR8+EyI3iTitOew9KP5+Hw+uvbrzfW3TEIQRVp3lZjz2DtkHs/GGhXBtAdnExUb0+C5UGSFknwfTpsfRYFzx09zaOdy/IEx155dr75HSJKW7leOJy6xLYIABpOI0Sw10sOg1JkQqPt3EwgQDY/bxaov38LtcnDF4DF06jmg/qKCEFB/uoTth+6KuBQ9ZqtESls9CWnaJtdpCl6Pl/df/JKtK3YCcN0tVzPj8cmcPeLCVuHnxw2b+H71egCumTiEOx6ZhNvtRWfUYok0IQkSoiCilfTB/oWnf/UXDuw8wsQZ13Pv72YAcP5UNvP+uYAfv1ONKbVaDWNvuZZb751AZGwEsuJHlmVkZI7+dIoP/vI5509nq8cdppy1bafWjBx1NcNGDuaKK3vzzpz3eff1uQDMvH8GT73wOIIg8OUn3/DS83Nwu9xEx0Tx5388z+gbrmn2+flu7Wbuu+PX9YgGgF5jItmagUb61z+H/1S43V6On8jh7LmCy1Ko0uk0DBvSpYVs/B+ihWi04H8S+w9kcuZsw+odBw7s5JWXfsuYMaP56KOPwtaO5+fnM2vWLNatW8d9jz5N2y6dKK0opbjAidPR+IyLoshUlZdSWpxHaXEeZcX5lBbl4XRUhV1eqzMREZVIRFQilshEIqISMFliEEUxYC6nUFmuzsbrjZEkpvThwtnN6PRWevSbFZQc1epqZi8FQSUWkkZQZ+AFKLx4ilOHv8PpUJvwGiUYEJZkuF12SouyKCvKorQ4C4ctvKKQ2ZpIu85Xk5CSgS6MG7iiKFw4t5djB9ajKDIR0cn0GTCFnKwTnDm+Hp3eisddRXqbgbTpoJrSOe2l/LRjLooi03fQNBJTGq6FVlBLS+w2H4qsZiiOHViEIEr0HTQbvaG+4ZM6ph/IyVQVfBKSu9Guy5igfK0o0YjZYnjIfh8uV3Wzdbmq4hRotnY5K+oRs6ag0ZpITL4SrdZMUcEB7LaLAERGt6Z1hzHodJf4gBWEwHUT+rLHbeP0sTWUl5wHICa+Pe27XIdWZ6y3CZezggM7Pw2SjejYDpSVnEYQJXr0m441Qv1++bwuCvOOUpR3CFtVjfKMRqNBQUOPvrdgttafAY5N0mC01C/bsUZriIyTEASBs0dPsOyTL1FkmT5DBzJk7LWsW/AlJ/efxWg2cctDs4lNTGjydCiKQmmBj7NHT7F9zQLGjBnDxx83fI+YOVO9R/QbNoVWHdojacRg71UTOwp+ty7pMR0gGvt3rOfkwZ1ERMVx3dR7g1mcOouCICAKEtVlhM3lHIIACal6jGZ1u4Kk0K2/GY320suBqlFRWsXff/M+J/afRZREZv52KmOmDSfrpJPCi242Lv6WfdvV796Eu8Zy5+OTgvczv+xHVmq+fAIikqgl60Quj059FlES+XT9GySkhGYpTxw8w6evf82BnapMtsGkZ+KMsdw880bMVhMgYNRakGUfa5ZsZO6czyktKgcgISUOo8nAhbO5IZ+RyWRkwJAr0Wi0bFitepdMnDaOv77+AhqNhjOnzvGb+57m2GFVoW7KbRN55s9PYbY01FtWg2qi0atvDxat/aLe+6KgIcmajulSv+f/ZbDZXBw+eoGcnPoqdk2hhWz836KFaLTgfw4VlQ42bDzU4MPbbq/iwfsnc/XVw1i+vOma8fHjx7N58xZuf+i3uJ31l/V5PZSXFlJaVE0q8igrKcDnDVdvKmCNjCEmPpmYuCQiY5KRpBg0WnPI7HyNOr4SJBplxec4un8RJks8Xrcdr9dB6w6jiU8KdbTWG0R0RhFJE2g4VRQKL57i3IntVFUUBscBCq07XkWn7iMabUR2ux2UFl9QiUVRFvaqujd+gYioRKJiM7BYMwA4dmARAL0H3El8chraRkqNSgrPs2/nYrweJzq9mdj4NuTlHAkaA/a68nYio2tceM+d2kzO+V2YLNEMHXUvklT/M1FQsxlup08tR1JkDu6ah91WREpGP9p0HFFvHVn2c+bYWoryjwFqGVB628Ehn4vBLOKyy/XW87iqcAWIQ131Jm+gWb8xaDQG9Ea1tEnSmCgrPoXP68RsSSImviPZmaoKmiUilbYdJlBVmcWFzI34fS4EUUNGm+HEJ/W67LIKQVTJRjVKi89x5ugavF4HoqihdccRJKU2vn2Xs4L9P34cLKMymuNw2ovRGyLo1X9GKEERFCStB4/bg8vm4vihZbid5egNkXTvO01VrKo+N1qB6EQtekOtRmpRICZRg8kaGlwf/Wk/a75cDEB0fCxlRSXoDHqmPTCLxLSmzdqq4XQ4mPvnfzBy5Ei+bcY9Ytz48Wz6bhM33PYIOr2heUQDapGN5mc1BAEqy0pYs+A9FFlm+A3TSc4Ib7xYPY7qrEaNRG7j7hqiJJCYqkdvrCEVftlPUoae1LaX15icfeYiL//6HQpzSzBZjDz+6t30GtiFwlw3mcdtrPx8AScOHAJB4IZbJ3D3724MWV9WZPxhygRf++1cdqzfy9U3DuTJvz2AiBT2Ot234zCfvv4Npw6fBcASaWba7HFMmjGOqECzP4Dd5uDz9xbw9YdL8HhUE8KRNw2hyxUdOHHgNPt2HKG0KPzkSq8+PXj/yzeJjY3B4/Hyxstv8+Fbn6AoChmt05nz3kv07tsz7LrV2LhmM/fP+DW9+/Vk4ZrPG1hKIMaUQLQxvGfQLwklpVUcOpxFcXH4SbqGoNNpGD60K1FRzfMLasHlo4VotOB/Dtt/OEFefsO6/atXfcPnn71NdnZ2s1Vw0jMy6DNwDK079KCsOI/SQIairDiPyvLisKRGkjRExSYSE5dMdHyy+n9sIlpdLbM91NpUtWej/r4VFLwePx6XQlH+cU4eXqGahzkrAkHZTCRJQpQERLE6thHQ6AS0eii6eDqEYEgaHa3a9cNgjuTYvjVodUaGXfcAGm2NJKPX46S0KJvSALGwVdb3ILFGJhAd34qYuFbExKej1RmQFXBWqZr5Jw9/S1H+cayRKVwx8A4slsZT/Q57GXt3LAyMU6Caamk0BgZe/UhIU7vP5+an7R/g8djp1H0k7ToPqnPO1Blin1/GZfOjAEX5xzh1ZCWSpKPv4Hvqzcr7fG5OHFxGRdkFEATadx5DYmoPdXuKjMdtw+urxOetpKq8HJejXJWEdVWENEQ3BFHShjRY1/5db4wMOr37/TLHDyyhoiwTnd5KasYgMk9vAGQEQaRb77u5mL2d0mJ1dtZkTqBtp7EYTU33qzQFSSMgCH7On/mevOy96vYt8XTqfmOjvSy1UVGez5GfPqf6fFT32UTFtqZr78nBEi69SUTSCPh9Cm6HrKpo7f064HgeSjaMFrUJXKdXAyqNTiAuRYtWF35m/aetP7Bl+RoARElk6v0zSWvb+pLOxd7vd7Bt5fpLvkf0GnANHQMlTM0mGwCKgtzMR7UgwPerv+Zi1mlSWnVg2Nhbm1g+tHxK3Y1MtTRu3RFKGoHENEPwfFevIyt+BBG6D7Ci019aVmP/9iO89tRHOO0uEtPj+d0/HyC1TRJVZT6O7Cpl8dz5ZJ05iyRJjLvjVq6ZMIC0dqGz/7Ki4JdD+9bys4t4ZPzzKLLCa4uep00ndaJDQEISRERRUn07gsehsGPjT8x74xsunM0FIDYhhl89Mp2bpo4JyuMC5OcU8M4rH/PdSpXkm8xGbn9gCuNuH4M938ee7fvZtukH9u3ej9dby5BVgD79+zBi9DCGjhhEZUUlv33oD+Tl5iNJEg8+cS/3Pzq7QfK6YfUmHrjz0SaIhgqTLoJES9ovSgK3IVy8WMqhIxeoqmp+BriFbPzfoIVotOB/CvkF5WzbfrzB9xVF4fHHpjN40FV8883Xzd7ulClTWL58OV5v+AZtg9FMdFxyMFMRHZdMRFRsk47R6sy7H9mvUFHqrUc21EZmG067m5KCk2Se3oIgiCiKTPsu15OYWt/LQZYVSotOk525I1Smtl0/WnXoj1ZnRFFkflj/AQ57Ge27DccaER8gFheCjeG1YYmIJyY+g+i4VkTHpYeUWdXu13DaZGRZwe2ysXfHh8h+Lx263UDr9r3RhmnkrQ2fz8PBPd9SkHsi+FpcYme6hlGGKrh4mJNHViFpdAwfcz8GozV4PhVFQUHGafPj96umc/t//AiXs4KMtkNIbzswZFsuZwXH9i/C6ShFECXiErsgimIwO+F2VTap3CSKGrXROgyJMBgi0WibJwmadWYbOed3IogaUtIGkHthB9VBuyCIaHWWQN+GQGLKlaS2HvSzBRlORwnnTq3CYVOJZXJ6H1q3H44YJmPUEDxuheKCY2SeWl3rVZU4prcZSEa7IUhaIThTrvjBaVcv+nBkwxIZhc4gYolUiYbRIhGTpErXhoMiy6z9ZhlH9+wLvnbD7VPo0qdX/WUVBdnvx+/z4/P58Pv8+P0+fF4vyz/+glEjr+Wbb75p9rFPnTqVDd9tYczU+2qcsC9ltrmZZCM/+wxbV32FIIpcP+1+IqIaJ5kCBN25a+0KdRqjWg5aLZ3T6lSSUbfpvppoAMQl62jVqX75XPhDUlj95WbmzVmEIit07duBJ+bcgzXKgtupsHdLPl+89SGFuXno9Hqm3H0XrTu2p2vfCMwRodedgoKvjkDGh3/5ivULv+eKwd34/dsPIQpSve+DEJDgFkUpYBgo4PfLbFqxjc/fWkxBrnq9p2QkMfuxO7j2puEhKoOHfjrKGy++z4lDp9Xl0pN46Pf3cO8dDyIIAkWlBWzdupUFXyzmu7Vb6k06xSfE0X9QX3Jz8jjwk6rYdsWVvfj7Oy+R0TqNuqgmGldc2YsFqz9r8hxrRB3JERnoNc37TP6bIcsy588XcfR4TrMVqvR6LcOHdiUysumytRZcHlqIRgv+ZyDLMhu+O9yoJndlZTmzZ45lwYIFl2QgtmDBAqZNmwZARFQc0XFJxASIRXRcMkZT08o9YcesyDW66bXIhtfjIjfrEBezDlBZUZNRqFZhMZqj6HPV7JCZfkVRKCk6TfbZHdhttYz22vWjdcf+wVl8n9dNWUkOF87soaSwvks4gNkaS0xcBtHxrYiOy0BvaHxGqJpseFxqqRcI5GTu5PyZrWh1Zq4ccg+R0eZmlK0rrF/+Kn6fJzCOOHr2va1eBkJRFA799BkVZRdJzehBr/7jA+dTPZtejx+3UwYULmbvI/Pkd2i0Btp0GInHY1czEc4KHPZS3K6mTaMEQcRgisBoUkmEVhcRQii0OvO/XMJQUniKE4eWAxCb0I2SQjVrERHVgcry08HldPoIWrW7HmtkGmHK8i8ZigJF+Qe5kLkFRfah0Zro0O06YuLaXdJ2/H7we2UkrciFs5u4eGFvvWU69RxHUlobFPzIsh/Z58dh8yDLfhTZh9tlI/PUJrweOxqtkTadBqLR6tDqZExW0OhklRAEiIFKEHzB1/KzL1IZcBXX6fV43KpqmTnCiigK+Gqt6/c1rtZ1ufeIDt36YY6MxmiyYjSZMZisGM1WtDp9k9eISpIblryV/X7WLXyfyvISOvW6iisGjW5yXOGIRs3+VE8LUEsuE9OMYRXVFEVBribbAnTtZwn2bjQEn9fPx698w4ZFqgrTyImDmP37W9FqNch+gR1rz/PpnPepKC3DbLVwy32zSUpPRasX6TUwst54VZnqmuCyorSS+6//A163lxc+fIxuV3ZUhyeISEL48ikQVNIhSGhELTqMrPhmLfPe+prSYvW6adupNff85k6GXDsguA1Zllm3dBPvvfopxQVq6WifAb147+0PubLvlSiKgsfvYufuHUy48WbKy8oxmowosozL5Q4ZgSiKyLKMwWjguZee5ubpE0PGun7Vdzx412P0ubI336ye3+g5rjkqgXhLKhGG6GYt/98Or1dVqDp5Mhefv2lBlhay8e9Fi2FfC/5nkHm+sEnjH5dLTbtGR1/aDbl6+XHTHyEqpumG0uZAITSeECWByBgtZ46d4ODOZfj9PiZPDq+G5fM4KC/NIjquTYMEIzmjLykZ/ZAkDWXFF6kovUBpcRaVZXn1Zt10ehMJyR2JScggJq4VeqMlbCN4Y8ciAJIG1NYUhZRW/Si4eBino5Sss9vp0nN0SDlG2O0ocpBkANirijmwex5de00OaRIWBIEO3Ubx0/Z55F44TEJKB4zmGJyOchy2cqoqynA5KnA6y3Ha1aZjn9fF6WOr6+2zGlqdGaMpun5GwhhJZGwkoqSSOr9XCZCYnw8OWzGnjqpjs1hTgyQjKqYTLmeNyVhUTCcy2lyLpNHTiJCUGrAqMorsR1Z8gf/9KLI/8LuMIvvwep3k5+zBbssDwGCMJS6pGy57OTm2XQEC4EeWa7ZR77XAj9+v/q2gvl+deauNk4e+5eSh5p0Tn9fJ6SObLuEshqKaZADYK5uu7xZEEUmjKhp53O7LvkecPvpT2PdFScJosmAI/Bjr/W/FYLKgN5qQJClsz8aZoz9RWV6C3mCiW99hzRpXdQ9IuK4MQQAUEYNJLUcTRBm/IiA2UFZVvcGLmS7adW948sFWaecfT37I4V0nEQSBOx6fxI23X6NmegSRH9acZO5L7+Ow24mOj+PW+2cTHadmZqLjdGFJgpp3EYPEaM3XW/G6vbTr1oqu/WpEIRRFxq8oSKImzHYU9RpW/AiCgFd0ceP0UYyZNIIl81bx5QeLOHfyPE/f80e69+nCvU/eRZ+reiKKItdPvparrx/CF+8v5Iv3F7Fv10EGXDmAX/3qV/z5z38mOTmZ4YOuYdfOXYwaNYoLFy6QnJLMk888zokTJ/h+03ZOHD2JLKvjdzld/P7RF3jj5XeY9eAMxtw4ipS05EuXO0bN9hTacnD5HMSZkxEbuzn8AqDVSnTtkkbbNokcO57NuczCRs+b2+1l67ZjLWTj34SWjEYL/ifg9fpYs+4Abnfjpnn/akbjgWf+iDXSgiSp6k6yrCD7FWSZWr8H/g77u/q3IivBsqlqCAIUF5xj/ZLPVaWbRtSwqpVuUlr1p7ToTLDcRZJ0JKVdgSUyGXtVARWlF7BV5tUL+IymKGLiM/D7feTnHMNkjmbI6HtqMiSX4SMGajBgr6o5prLiTI7uXwiCQN+BM4lPSqYxDyu7rZSta98B1GyGLPtw2suRJC2t2w/HaIrGbiumtPgsLkcRbndNvW5dzf260GhNGE1R6A2R+H1uykoyAQVLRDJdek1Epw8fOGm0ArpaTbGKrOC0hZ5PRZFDAvDg78HAvNZrcq3XFD8+r4vcrD34vE4kSRdUbtJoLfi8dmp/EmZrKgKCet0oNeRBln2qm3r1tpWfx+/g3wlRlBBFDYIgIYiSWk8f+B8EnPYSZNmHJGlIbdsGs9WEpJGQNBo0Gk3wd0kjkX32AlknTwHQqkN3Ulp1IDJej8GkYdfGLeRl5aDV6bjulknEpyQhaaTANmq2U22u5rDZeee5ly77HtGuax+8Hhcuhx2nw4bLYcfrado0tDZ0ekOQkBiM6v9arZYTB3fi93np1ncYHXv0R2cwNiuTJggElKfqw2SRiE/Rowbhta9rAVFQCYesyPUcBztdYcYSWX8uMy+rkJceeZu8rEIMJj2PvjyLvsPUfidRkNi07AAf/GUuXo+HpPQ0brlvFmZrjTpQp15WImLC93T5ZB+KIuN0uLj/umewVzr4zd/v5qpr+4Q7aiRRCht0i4KETqqrhCfgqHKx6KMVLJ63EncgE3HlkCu498m76NKzY3DJ/NxC3nv1EzYs3wKAxWLh97//PY899hgGg4GcnBxGjx7N8ePHiYmJYc2aNVzRtzeZF86ybt061q/fwHdrN+F0hl4XbTu0oVXrdDZv+J4r+vViwZqmS6fqQi8ZSYrIQCvpml74F4LKKidHjl4gN7e00eVaMhv/HrQQjRb8T+DQ4SxOnrrY5HI1PRoDLrn+euOmrdx4y8PBB7soCmh1Ihqt+r9WJ6LVimh1ApKm8RklRVHw+vwIkowlUoMlUoOCm6dve5arh49olhrWuHHjWLduHbIsq54bEUkoioytqgClTrOHTm8lMiaD6NgMElJbYzJHBbbjYdvad/B6nPTsP57k9K6BAV4+0XA5Zfy+mrWPHVCduCOjM7jiqumYzPWPS5b9OB0VFOSe5MRhVS7SEhGPKEpUVRSGECVRVMtAJk2aFNbXAATM1iQMxmiK8o+hKH4SU3pijUxBln2UFp8JSraazLFExrQGRW5wth5BDhIFOfCe31eLNCi+8LbP/1EQAoG8Rs00yL4goREECYMpBo3GGGieVYN9UaNRhQaCREATJAJBUiCor8l+tQZeq9MiSjXvO+1lnDq6ChQZrd6EN+AKHxmTypXDb0cQBNyO0OsFQGcQETV2dm36AltlGdaoKG55aBaRMfWzDLu/28X3q1YA0KP/1XTtMwSAxAwdOoOI1+Nh0fvzyM3MwmS1cOtDdxMdX7+vQVEUXHYZW4WP5Z+8x+hrR1xWj8boKffUC/59Pi9uhwOX047LacPlsOG022p+d6j/uxy24Ix3cyCKInpjdVbEHJIhCcmWGC1odYZ6pYuWSA2xibqQRnEFud7ssKLUbzcxR0h07hMqH3p49wnmPPEh9koHcckxPP3G/bTqqPYhSIKGtd/sYO7L85BlmTadOjB51gz0hhoVK0kj0ntwZIM9ONUSt6u+2MSnry4kKT2e15e9gCQ1fL+tLpWq/ZnoJEOjs/4lhWV88/5yVi/8Dl+g0fvq6wZz929m0Lp9RnC5I/uO88aLH3DsgNpX1qpVK1599VVuvvlmSktLGTt2LLt378ZsNrNs2TKuvfba4Lpur4tP53/K7596htKS+gGyIAgMHj6QYdcMZsiIQbTv2LbZ5ZmiIJFoTcesq29MWQ1FUSgpKcFms2GxWIiNjf2vV7AqLq7k0JELlJQ0nMHU67UMH9aVyIgWsvFzoYVotOAXD5vNxboNB5pt7vOvqE516TWwyeUhDAnRqkREoxOIjNYRHafHFK1gtNT4Xqz4fAPz5iy6tHGlp+P315+91uktRMdmEBmbQVRMRkDBR3XzE0TQG8WAKRWcPb6ds8e3YY1MYODImarRWC2ioSgysr9mpl6W/cj+2oF3zd+K7Mfj8eF1e4OBuMdtIzdrt+qVEZmGVq/F63Hh87rw+dz4vJ6gJGpTEASB6667jo8//riRbM9M1q5de1klCD8X1CA8NDgPCdIFDaIoqZK4jroKaSIE6+ZjAA9uly34rsEYgdmaQWR0a7RaY3BfQp1tC7VIQ7Xak8tZwbmTK7HbVI+ZuMQeZLQdgdTA7KdGLzRo5leN6t4MsdqvpQ4Kcg9z5vhaAMwRcdgr1VK2uKT29B44Ga9Lweet+axESSAmSYPBKOKwVbL528+wVZYRERPFtAdqyIaiKOzdeoAt36pytp17D6TngJHB71NKO10wAHU5nXzz9kcUXcwnIiaKWx+6B2uU6qPidso4qvw4qvxBMYZTh3ZzaPcmci7xHtFzwEg69ujfwFJC8L+GxGUVRcHjduF0VIWQkfKSQrJOqTVnJkskPp8Hj+vS/Fe0On2QfBhNViJjIohNjMQcYcVitWKJjMBstWKyqP1GtbMb1b8LdVzG23U3ERWnZh82LNrGRy9/jd8n07FnW5587V6iYiNQMwsalsxdx+f/VN20u/XtzU23TUOqM5kSm6inbdeGS7Jk2Y/b4+Hhcc9RnFfKPX+YzqibhzZ57IIgIAma4P/Nne3PzynkszcXsWnF9oDLuMh1E0cy69HbSUpLDIxJZtPK7Xzw6nxyc1QlqyFDhvDaa6/RuXNnJk6cyMaNG9HpdHz55ZdMnjw5ZB92u50nnniC9957DwCT2YTDXr8EODk1iaEjBjF05GAGDRtARGR9H6C6UCVwE0I+s/LycubNm8e7777LyZMng6936tSJ+++/nzvvvJOoqKhmnZ//VOTklnDkyAWqbOEziQa9lmEtZONnQwvRaMEvHj/uOnVJpj52exUP3DeJESOGNztzsGnTFibOeByd/tKVPQRRwGiSMFk0mCwadHoRvVFE0vsxGEX0Jgm9QeB3M/7E4AFD+ebr5s+iTpkyhWXLliErAhZrLEZzFEZjBKJWhyLLKjnw18zEK7I/SBoEUUZR/KoPSEkhoKA3mBAEEX81kfD7/r8G7LUhiiJjxozh22+/vaRsj9Eci1ZrwmEvDprjWSNSMFnjaoiAUJsM1JADg1GLqFFfE0UpMFuvwe8VkOU6AX5gmYYab+uidvN3XWh1kSiKC0X2M2nyJKbU6tNZtGgRixcvQRQ1tOl4A5HRrZvcl9rHc5yssxuR/V4kSU/rDqOJievU+IoCYc38asPjVkBR0OrDO1ALImSe3kBu5gEkjQ6zNZbKMrUnJC6pHV17T8DvE4PLRidoMVlqZpsdtkq+X/05FaWlRMZEM/WBmVijojj4w1E2LV+AIsu069qHvkOvrzGrFCGtvZ7aBjH2Khtfvfkh5cUlxCTEc8NtdyH7Dfg8da5vAYwWL1+/9U9GjmhudnE8mzZtYuz0h9DpG/OZEEJ+bczNovp7pygKW1Z8TuHF86S17cLg0TcD4Pf7cTvtIdkQl7N2psQefN3vbx6RBzUoN1ktWCIiMFst6k+EBbPVijnCirn6vYgIomKMdL7CxPzXFrP6y80ADB3bn/uevx2dXqvK6iIwb84ivv1Mdfvuf/VQrp1wY4iQRTXadbcQE98wCZAVmS0rdvDPZz4hMsbKO2v+gk7fXJdslfAYNaZLnrk/fzqb+W8sYEctl/Gbbr2OGQ9OIz5BlX5WvCIbvvyBV//2dxwOlSjceeedPP/88/z2t79l0aJFiKLIe++9x913311vHytXrmTmzJkUFallsGlpaTzw0H1s2LCBHdt/xO2u6V2TJInefXsyZOQgho4YRPdeXUOUsmrDpLWSaE1DEjWsW7eOqVOn4nA4mDx5MpMnTw7eVxYvXszixYsxmUwsWKAaVf43Q5ZlMs8XcuxYDq4wJdUGvZbhw7sRYf3lq3X9u9FCNFrwi0ZxcSWbtx5t9vJuj4cTZ7M4dGAXq5a9z3VjxjB37lySk5PrLZuXl8esWbNYu3Yt6W27Mvy6W5r9gNJoRIwWDSaLhNGkqdeX4FdCXW4dNjuv/f6Ff0kN6/8KoihCQJtelZOVUS6h3EPS6DGbo9EbTej0ZnR6M3qDBZ3OxMmjm3E7qzCaIunZ76ZAcK8hL+cYWWf2kJNzadkejc5K9z7TOHFwCXZbEaKopVPPm5qlqFS3N6M2fB4Fj+vyG8Id9hIO7v4M2V//ARgZ05Gq8rPNdqRu32VCo2TD53OTdXYjpUVqeYc1Io02ncai1zc9Iwpq0F7bzK82qrMZgiQ0KF+sN4kIosxP339JRWkuZmscgiAE/VkiY9Lo3HMSOoMBk0UkKq5+UG+0ulj2ySeUF5cQERNNjwFX8+P6b5H9flp16M6AkeNDvpsanUBy69AafNmvkJ9TwtK5H+G0VxGTkMrVN92GtpaHjKQRiE3WojeKZJ44zbKP1H6pRu8Rs2ezbu06hl4/laT0pq6rBhqyw7xerT6Vk3mCH9YtRJQkxt7yAJaI6Esi/4qi4PW4cTvtuJ12NDoXPq8de1UVtsoq7FU27JXq7w67/ZLKADVaLaIInkAg175Ha/oO7UF0fCTRcVFERkew7JO17PxOlRseOW4sV11zdfhmb1HgiiFRSFLD91hZlnlsygtkncrl1ofGMWn29c0eK4AkSOgkQwON4k2jIZfxW2ZPIioqkmhTIpHeJP7whz/w2Wdqf4XJZOKpp57i/PnzfPLJJwC89NJLPPXUU/XGUFBQwNixY9m3Tz1fo0aN4tNPPyU6OpotW7ewes0q1q/fwKkTp0LWi46JYtDwqxg2cjBDrh5EQlJ8yPsaUcvhnaeYNH5y8Hpu6L4ye/Zs1q1bx8qVK//ryQaoClWnTl/k1KmL9RSqGiMbv8TSsn8XWohGC36xUBSFTZuPUFpma3phoLCklNPnsvH51AD/wvljrF/1CX6fl4kTJ4aoOy1atIglS5ciCiLegMP3FVeNoke/4Q1uX2+ozlpI6A2NSz96ZR/V5TEA5SWlvP3Hl9iwYUNIHW9T2LBhA6NHjyY6LgOtzhBssK2efa+eZa8O2IO/i5rg7LzOoEGj9bFz0zIUWaZ9935oNXpcThsOWxUOeyUOWwV+X+ON9oIgYLREYLaqDdd6fSRGcyQmcxRGUySVZfns37kYUZQYNuZe0tumhJqIKfDVB3/E5/PSvsuV9BtyU8DrQGH9sncYM+rqS6qZnzJlCqtWr8fnk/F6bGh1Jrr0now1ommiAqpRXENl3NVGc5cDn8/NwV3zcTnLQ17X6qykt76G7My1XHvtSL79tnkz6Rs3bqJ731loNPVn0m2VFzl7clXQeyM1YxDJ6f0RGmgMbgiiRD1vBajJZmj0YtgSq9qeGS5nFbs2fYrHbSc+pSOVpReDJWFGcyx9h0wlPiWmlhlczaMrPk2H11PF129/REWtevbU1h0ZNGoyYp3ZXINZJD5Vh6IoOO0yjko/TrsMClSUFrFp+Xw8bieJqW0YOnYakqTBYBaJSdKGBLqZJ06z+vMFeD1eJk6ayM2Ta90jFi9i6ZKlaLRaBo2ZRHxSm0s4o80jHD6vlzXfvIu9qpyufYbQY8CIYBakMRnccBBFgfgUPSZLw5+97PfjsNmxVVVhr7Rhq6xUSUhVVZCM2Kts2Kuq8Lqb52NQDZ1eT1RsNOZAmZYlkCGxRFixRESQnBFDr0HJmK0NN7jv3X6YF+9/HYNJz7tr/4IlovlGbAIikqRBQO1h0Irh1a2ag/0/HuHT17/m5KEal/Gps8Yx7vbrSI9vQ9vYrhw7cIInn/gtO3bsANQMRZ8+ffj2228BeOKJJ/jb3/5WbwzffPMNt9xyS1AGNzY2lg8//JCJEycGl7lw4QJr165l9ZrVbNq0iao6qmqdu3ViaCDb0af/FbhdLq6+4jqGDRvOsmXLmryvTJgwgW3btpGVlfVfX0ZVDafTw7HjOWSeD1WoMhh0DB/WNUg2/hdKy35utBCNFvxikXWhiN17zjS5nNfn43RmNkXF9d3C3S4HJ47t5tjh7ZQW5wdfj45NpEO3K2nbqTdH9+/m8E9q2n/A8Jvo1CPg/CsKGM0SJrNaEhWuPj0cFMAnqw9pURIwWzUoOPndjN9ddkZjxI2PhZRshPvW+3weXI5KnPZynI5ynI4KnPYKnPZyXM6KZinjGEwWLBFRmK3RmK2RmCOisVijMEdEYTJHBAM+t9OPvVIOMfNDEdj7w9cUF5wjPqkdQ0ffjiWipuzBVlXOknl/B2DEDbeR3qYLAC6nnQUfXb4KEIDJEkOPK2/GYIyqOT9KoPlVqT5nNYFbY9mM6vWdVZeu7KQoCsf2L6K89HzI69FxXUhvNZKS4qPk52y/xMxNBqmthpKYUqO8oygyedm7g4Z/On0E7TrdgCUipdbalxZkSVohxLcjmM0QhfAZDwGMltAysrLibPZu+wpFkcno0J+cs/uC/Tl6g4VhN9xCTHx15iCUaKDAkd0n2bLiS0BBlDSMmTKbiKj6ruU6g4hWL+C0+euZYAKUFOSyZcXn+Hxe0tp2Zsy0qUTFacMGnmkdYO/WvXy3aAcXz9eYWaa2TmLoTVcRn9QdjU5Pca73MrNcofusPYZj+7ZzaNcmjCYr19/6ADqdrt7yzXnEiyLEp2oxmS9diSjo7aH+haJATmYWyz7+HKfdgdFs4ppJVxObbKKipJKK4iqK88s4dfAc7maaqtWGVqchKi6SmLhIouIiiY6LJCougui4KFZ/tYms0zlcM2kws56ehlbX3LIpkERNSAO4gIBW0l+2FGw4l/GY+Cim3z+JO+6cTkxEAlpRz/oVm3nxub+QfSEbUBvGs7KyAPjVr37FBx98EBL4V9+3rrzySvx+fzC7MXPmTN544w0sltAGfK/Xy65du1i7di3r1q1l7959IdeEyWQkJT2F82ezLqn/LyMjgzlz5vDII49c1vn5T0VFpYMjRy5wMa8mHjAYdFw9rCs7dnz/P1Na9nOihWi04BcJn8/P2vUHcDobf5CVlFVw6twFPJ7GZ+MVReHo4R/YuuFrEpJbccOUB1BQArKhsHPzOk4f2wYIjJ5wC70H9sNg0jTZKFsbgihgtmgwWMFgBnOEBoOpuilb4eHxzzGo/5BL6tGYOnUq69ZvYeA1dweUmwIkwh4gEdW/O8rxuBv3GKmNxLQ2RMclB0hFzU/d5s2GIPsVyovVALImbhJxVJWwfcMHKIpM38HT6NyzRzB4PXl4F7u2qupBk2b8BkuE2vRrqyxjyfw5l53tsUYl0XfItHqmfw0PHiJiJARRCBARNbhSZNUQEFl9rbLMjyIDiuqvrJIXpdHKk3MnN5GXXWNkJ4paMtqOJjq2E4qicOrofG684ZpLVjtavWYzXXrNUFWcXJWcO7UaW2V18NOZVu2uRaOpL+d5SRDUkqTqaz6YzdCKhDMn1xnFsFmQC2f3cvLgBkCgc+9BnDjwQ/A9jUbLwFGTSWnVgdpEwxQhUZBdxKZl83A57YiShOz3Y7ZGMWLc7ZitUfj9Ch6njNutoDeIGM2NB5D5OefYtvobZNlPjwF9GT11Qj2iYYkU6dBbbRjNv1DEbyb+BY1W4p+r/khEjGrSeWKvHadNRpYVinO9P4PHigACuOw2Vn35Fj6flwEjx9O6Y88my6zCQdIIxKdoVSWvZvYPhWxbkUM2fWTPPtZ9sxS/309iWgoTZ95OVFwk3fpb0OokCi+W8NKD1fK2JibPnkFMfBz22lmRYJZEzY7Yq6pw2m04bJfW4G6JNBMVG0FUXARRsRFEx0eG/K0SlEisUVY0kjbsFa8RdWjEy7cc8/tlNq/YzmdvLQq6jCenJ/Dwb+9n0pQJSJKEy+nik/c+57035gYbvavv+xMmTOCrr77CEFDfqs5oXH311axbt47nn3+eV155BUVRaNeuHZ9//jlXXXVVvXFUl/pcuHCBPXv28MMPP7B+/XoKCgrQaDRMmjTpku4r06ZN4+DBgxw/fvwXWTJUVFTJoSNZlJaqWdVjR/fy5xcf+58rLfs50GLY14JfJE6dzmuUZMiyzJnz2eQVNK9JXBAEDEZ1pkhRFNVYShGQETAYRUZNuAEED6eP7mLjt98Ql2SlY/dujW7TaNZgjtBgidBiiVCzHqIo4PG7Q/ozqvc/Zuow5s1ZRH5+frNnnZYsWYLOYGXLmjdxO5s2JdNo9RhNaimT0RyJ0RyFwRSpvmaO5Pj+teRlH0WnM9B7YPOD+roQJQFJA35fqDSm2RpL6w4DyDz1I8cOrCMloz3RsSoBuHDueHB9k7mmf0ATqKEvK6ufkWoM1cv3Hji5+SQD0JkENLraQWowJUPtIM/vB2/dRuJqyIG4LxD/KbJM1tk9ISTDZEmibcdx6AISlH6fE4e9hJtvvrnZYwW4+eabWbhwIX6fi8qKbM6fXo/f70aUtLRqdy2x8V0aCBRCj6dJKGpvilYnIAcIFoIQlmSIGiEsyQBIb9sHW0U+uecPk3liP6079eL8yYMIgojP52X72m/oM+Q62nfrp3om2GUqSiv4fvXnuJx2omITGTByPD+sW4itsoxNyz+n//DpaGv1nDQkj1obrTq0x3rbFFZ9/g2Hd+3FYDIx/KbQwCEhvSYDUJ3NSGmdSGRsjWxoTIKWXJsbURSIS9VSkufFZf9XyIZ60Rzc+R0+n5eYhFRadegReC/8cQkBclJ3XlGjFYhP1QUzTkoDxn1NjEb9X5b5fvUGdn23FYCOPbsxdvrNaHU6/D4oyPbi9+fz8kNvU1ZcSUR0FFPuvYu4xEQQUL0yUur3uQBYoyQ69rbgdnmoKKmivKSCsuJKyosrKC+upLykkp+2HqK8uBK9QRdwePdjq7Bjq7CTcy6v0WPQaCQiY1XSoZKR2pmSSOLiY4lLiCUmPhq94dKyPpIkcu2EYQwfO4g1Czfx1XtLyMsu5PcP/5FP3v6Cx3//MNdcdzX3PzabSbeO4x9/eZMlXy8PflbLli1jzJgxrFixgoiI0L4pnU7HSy+9xHXXXceMGTM4e/YsQ4YM4dlnn+WZZ55Bo9E0Wurz9NNP065dO8aNG3fJ95XJkyezYMECSktLiY2tLwf93474+AiuGdGD7JwSdu46yt9e+R2jR49utLQsKSmJZcuWMWHCBKZOnfqLKi37V9BCNFrwi4PD6ebkydwG36+osnHiTBYul7vBZcJBo1HT8LLfh8Wqw2zVoDcCokoKbpg6ieVfOMk8dYhv5n7MHQ/dT+v27QHQGyXMVg2WSC0WqwazVRPWS0MJONOGw9U3DuSrt5Yza9asZindzJw5M1CDXh58XZK0qvKUKQKDKSrwe4BUmCIbDbgVFFp3vIq87KNknztORVkRkdHxDS7fFLQ6Eb9Prt44CGpg267LEC5eOIzTXs6Jg9vpN+QaREmm8GImAAajJaTmXm8wER2bwKJFiy6pdGrhwoVYImLQGyxNL1wLRnPz+hckjdAw0RBrQkIBOHtqB+eObw++nZzWn9RWQ0IIgC/QA3O5jtTnz35HWbEaaJgtSbTtdEOwVOxngwI+rxIMkqRw5YIC6AwNB7Nmq4arrr2BTcuKKCvOp7ykgNjEVEoKctHpDXjcLvZuW4Otoox2Xa/GXmln7w9f4LBVYo2MYdjYW5E0Zq4cMZ2dG7/EYStj1+Yv6DtsOkZTJEBY8lMb1hgNkbESCend8bpdrFuwjD2bt2E0m+g/UpVLNZgEImJqNpSbGSAabRJDthWdoCH3nHqvEUXVYbs034fjMkrrqlFSeJHzATnbPoNHB4h608RQEIRgdkOrV0lGaEnn5RU4eNweVn2xgNOHjwEwcNQIhlx3jZr1QyU6e78/ESincpGQmsTk2XdijYqsl20JR3qrJXL1Bh0JqbEkpIYGtnkXCvluiZr5+stnvyW1bSL2SkeAjFRSUaKSkbLiCiqKqygP/F1RUklVuR2fz09JQRklBU1PVpgsRmLio4mOiyQmLipATqKIiY8iOi4q+FpEdESIf4dWp2HcbaMZPXEYyz5fy6KPVnL6xBnun/FrevfryW+eeYSrhvTnlTdf5I7Zt/KXZ17hp137Afj+++/p0bM7m7/fhD9Q61f7PA0fPpyDBw/y4IMP8uWXX/LCCy+wdu1a7rnnHh599NFgqc+LL74YUurz5JNPYjSq9/zLva9UVVX9IolGNdLTYlm8aB8ej4uPPvqo0ecuqMawH374IRkZGcyfP/8XV1p2OWghGi34xeHo0ex66hGgzuZlZl8k+2LhJRuoaXQSkdFqiYQg+klONwe36fGp6fzIWAPXjJvGusVusjNP8tX7H/L8m0/T48oOaHVN1/kqikJpaRm5Fy5SmFtMYW4xBYGfwovFFF0swevxsWbNGsaNG8dHH33UqBrW+vXr6dKnD1ExbbBERGEwROLz6tUsQmBK/VLDCktkPPHJ7SnKO8PhXT8waPT4Zs0Oh4NGJ0CgWksNRtR/NRodnXtey8Hdyzh74gdate+FQmXQD8QaFROyHUEQaNe1H4uXLLmkbM/SpUsxR8QjCmKtGvPGodMLjare1EbtIFtV9nHi93mQNDq0OrWh1e/zcHjPCoryTgeXbd9lItGxbettT5TUYOtyMzfVJCM5rT8pGYMCDttN4RKzGqiN8AogSaE9G9XQ6oWw14wogDlSCnxXRAaPmcL6xXMpL86nVYdu2CvLgxmL8pICTh7aSUlRMS57BbbKUozmCPqPuAW3w4Cs+NFIVvoNvZWftn2F017G3u+/DJINsYHPsNqjozaZ7HFVP5wOJ9+vXMf3K9dhMBroOfBKEtL0IcHexQDRSG0Tev1p9SLWaImqspoAMSZJgyCCveLy+nj2/6D2hLXu2IPYxNRa78mA0GAJlfqqgN6oEp6650GhJmPbrLGgUFVeweK58ynMzUPSaLjulkl069s7uC8BgZOHDrPis2/w+3y06dyGm+64HYPJWG9b1cdX14+jmmg0hBXzN6IoCn2GdiejQwqyLGOJNGOJNJPeLnyWpBqyT6aitCqYGSkvVglJvb9LKvG6vThsThw2JzmZjRvAipJIVExEDfmIjwwSlJSMJH77twfYuXkf3y3fxoGfDnHHxNkMGn4Vv3nmEXpe0Z0vV3zK2hUb+PMzL1OYX8yFrGy6dOzGbb9S+8r8ig+v34024GAeFRXFF198wQ033MD999/Pzp072bVrF9dffz0ffVRfnW7KlCnBUp/Vq1ezefPmSyo9rb6vWK0Nm/79EqAoCu+99x6TJ09u1rMFIDk5mUmTJvHOO+/w8MMP/yJLyy4FLUSjBf+1CCcvV15u53xWUb1l7Q4Hx85k4bA3v8bXaNJijdBjseoxGDQgqoGEz1ejOa/RiJgijBitAharhu79okhtdQ+fvvEOWWfO8tJv5vCPr14gvY3aZGurtJOfU0h+ThEFF4soqP49V/3b5Wg8yyJKItYoCxs3biA9PZ1JkyaFqGEtXLiQpUuXggBT7vkVbTp2IvtszTEriiq7aqtSUGQF4TLIRutOAynKO0Pu+SMU5AwhPjkGjfbSGybryZ0qoKgVHiSldeXCuX2UFV/g8N71REbVzLZZrFF1V6NNp54c3r2JmbNm8e0lZHsqy/KpqjxPZHTrYFNwY6SjudkMAEkDXo+LvAuHuZh1kKqK4uB71sg4ouPbkJd9HK+7WhVNoGuv2zBbE8NuT6MxYrbEXVbmRqPRgKCnXaexRERlNL1SCC6FbCiBsikQNPXXE6TwJVMajYAlUgoJfM3WKAaNmsTWlV+SdfooHXv05/SRPZSXFJDaqge5WUcozlPFHrQ6E1cMvgVRjKC2L6fBFBGWbIRz/tYZRGKTtWHH13/kUFwOJ7s3fc+GRd9iijDRa+iAkGVyg0Sj/ucXnaANEg0IkI1ELaIoUFXWfA8LgAtnjlJSkINGo6XngJFhllBQlGpx6fpqVQazSHyyNpBtuIwbQC3kXchm8YefYa+qwmQxM3HWHaS2Vq+varKw/4edrFu0HBSFNp26cMNtUzGY6vYD1TuCIOEwWzXoDA3fX8pLKtny7Y8AjL9rNJdCjEVBRNJJxCXFEJcU0+iyiqLgsLkoL6mgssRGeXVmpLiCssCP+nsllWVVyH6Z0qJySovKOdvEODQaCZ/Pz46tO9mxdSfprdIYMXoYnbt25PmXn2Hdio2sWLIKj9vDJ++psrg2RxVZZafQinpMOitmnRWj1sz06dPp3r07/fr149prr200+11d6jNu3DjmzJnDk08+2exSn8WLF9OpUydiYho/b//tKCkp4eTJk7z44ouXtN4vvbTsUtBCNFrwX4fGak6vHTWBfleOxGxWZ1kURSE7r4DzF/KaVF8RJAGLRY/FqsMaoUcjhT7cdFp1Vk2RfXTqHo0lQofJrMEn+3B57QC4HC5MVidXDh1CWXEJleXlPDDhaZIzEigpKMNe1XjDtSAIxMRHkZAWR0JKLImp8SSmxpEQ+IlLjEbSSNgqHWz+9gfWLtjKwoULg+vrDXoEUcTn9eJ2OpE0AqII1TYWgiCgN0podAJOux+Xw6/6XTQRbNQOvqNiUomJb0VpURbnTuzCYBiNOYJGg4GwxyoKaHTgC2mlkVFQG1K79h7Dju/mUpB7gorSmlkzcy2iUe3TodHpGThqMutWf8248eP5qAnvk3Xr1gWvh12bFzJm8mzMkXG47H78vlqZiFrHrdML4UuBGkBR3jl2bliK3+9j8uS6hHARS5YsDrkmO3Wb3CDJgOproweLF1965kaWoX3nUZdBMi4N1SQDobo5nhBBBL1BqDe7ZzCK9dSnqtGuWwcUZQxbV67lzNGfaNO5L+eO/8TFC0cxmqJwBlzT68rXhmw/SDa+xGkvZ++2L4mKnYHZGhlcxhIlERXfuHfC0BtG4XI4OLTzJ1bMW0DnPlH0uKozBILi3ExVla5u6RRAVJyGnDMCsj/0ixYVr0GUoKK4eWTD5/VwcOd3AHTpMxijuaHZ5Or9BEQIAn+bIyRik2rUs9TejVoCBQooQvP6NI7vP8SqLxfg8/qIT05i0uw7iIyJRgAEQURRFLat2cAP69Txdr/ySrr1vQ57hYipmdWKCgrWWBFZkVWjyzDLrPlqM16Pjw49WtOlT/tm0wx1nM3/PguCgNlqxGw1kto6IIcrasKaUPp9fipKKykLZkNUAlJWVK6SkWqCUlSBy+kOSqpXIzsrh/kfftnoePbtPsCNw29m4ND+pKQlE58YR3xCPOmpGWxa8z2KovDxxx83q9Tno48+Ij09nbfeeos//OEPTZ6L6v6/OXPm/OJn6202dSKopbTs8tGiOtWC/yo0x7lUpzPw6ON/onOXKzh+5jyVlfYGt6fVSViteiwRekwmbUhJh9mqJzJST2SUkYhIA1k5p5g84nZMZiN/fvsZLubkk59TwMXsAnIu5FKQW0RFaWWTxxAVG0FiajxJqQkkpsWrv6clEJ8SQ3SitdmSjLLix+f3Yauw88UbW/lu6UpadWhHRoe2bFu9gbjEBO7+3W8oyPbgriOrWS1J6fcpOKr8eD1yo2Sj7ix/SeF59m3/GlHSMOy6B9HpTRjMqpLPpTx4nHY/Tps6ttCJVzWoOH5wPVln9oSsM+DqcXTq3j9wDmT8SnV0C3lZp/lx4xJ8fh+T6nifqNmeZQiCEOx3qIak0TD0umkkpbfD65ZxOvx1CBBExEpNlE3VnKO87LNsX7OgGaZ6M1m7di3xib1p1T7c7HQofD4XR/Z+1GwfjZtuuon169cjB5hmTHxn0lsPQ6e/nHKHpj5XBZ8PUNQeCFEUQpzDNTohhIwKqGpR+gYIqihCcms9ogRLPvqKc8eOotWZsFiTKCs5p25DkNBoDXg9drQ6I70HTiYqNi3s9lyOyiDZUNWo7sASGUVMogaTtXmZKlmWWfX5Ak4eOILeqOP37z5I+x6tKS0s4+HrX0AQBT754dWw3+Hzx52UFYYnFLZyP2WFjSvfARzes4Vje7djtkZy/bT7m63yBgKWKInoBE0NiRCqP9FQ3w1BEOqVLtWGoij8sO47tq/dCEC7rp258Y5p6iRHYD1Zllm/cBkHftwNwMBR19Cm4+BApgUS0rQYjGKzkild+poxBrw9BAQEUQgeg9Ph4v4xv8de5eSJf9zLgJG9AYJ9DI1BFMVLbnyvCwEBSdAgXGb5KKjHUF5cQXmJDW+lzOljmWxZu53sczV9hgajHo/bgyw3L1y7HBWpKVOmsH79eoqLi9FqG34G/VJ9NBpCcXEx8fHxly2fXlxc3EI0WohGC/5bsG7dOm688cYm5eWqZ6xvnHQ/aRmdQxcQAiVR1lolUYDBqCUyyoDJrMHtqqS8rJi8nIvkZF8k50IuOVm5nM/MojSM10ZdWCLNJKbEYzBFodcbOHbgEC6Hg+T0ZP7+2R+ITQyfag6nNtUYfLIvUJMNc/+ylnULl9OpV3euv+Vm3v3Ty7idLibedTvxyV2wV4YGOKHa9+B1ydhtPvwNTKzWJRqKorB7y3wqy/Jo02kQHbqpRoVavYAlQmr2g9fnlaksrV1SEvwNAQGvx8WWNW/i93kCs6Qy19w0g9RWHVEAv+yrGZui/uZxu9i3fS05546FlLmZLRF06j2IVh16sG/7GrJOHwlKSFbjisGjVR8UQcDnVRWNvG4FnV7AElUT1IUvOVFf8LhdrP7yLUZeM7JZZVzjxo1j48bNDZrq1UVF2XnOHFeVaD76qGnXerXmXgxeK6KoJTl9AEmpfREvSbaz8c9UlpVg+ZmkqZktFkQ1G2SolbWQJAFzhNSg8hSoEsIGk4i90k/uWRvb1s7DYS9G0hjw+1RPF7M1gS69JnHqyHIqy/MQRYlu/W4kKa1L2G26HJXs3f4lDls5logopjwwk9iESyv9iE4Q+OrN+RzZdRJzhIlnP3yYipIqXnrgHZIy4pmz9JnAkqHHVlnq4+zhhks37ZV+Sgu8DZYy2avKWfP1e/j9PgaNnkx623DHWFMyVRsRsRqiYjX1xhSyplCdjGqYaHg9XlZ/tYjj+w8CcOXVQxh+03XBoF0QBLweL99+9pXaGC4IjJo8npS03nhqCSPoDSJJGfp696G60BtEug2on/6ozpqs+nwT8+YsIrlVAq8teT7YfC0rcqMZbEEQLtsfIxwkQUIQpLDZjUuBRtASZYxDEAWOHTjJ+3+fx08/qA3heoOOcbdcj86g5Yv3FtVb12g2EhFpwVZhx253XHZgPGrUKObNm9fgfeXuu+9m3bp1rFq1itGjR1/+wf6XQFEUOnToQN++fVvkfy8TLUSjBf8VKC8vp1WrVgwdOrRZzqXjx4/nu02buWPWHzGazZgteqwRekxmDR5XFU5nObaqUspLiykuKiAvN5+cC7nkXywINh03hjYdW5GSnkRyWiLJ6UkkpSYQlWgmMTU+6EZrr/RyZG85RXkFfPL6G9irbHTs3oG/zX8GgzG0RllBwe1z0dyCaUVR8Mk1M6BvP7uMLSvW0fOqfoy95Wa2r93I9rUbiU9OZOrdD1Ne4q+zfqAhvDZkBadTxmnzh2Q3GgoECi+e4uDOJWi0eoZd9yAarXpMkgYskVJYVa1wx1Fe5AvuL/R+rGY1tm/4AFtlTd/NuOmPEBmTgF/21xxDgGQoisKJAzuC5SWWyFhsFSWYLBGMvfUhtBoNCAKy38/2dQvJPX+SumjTqRdXDrsBMXCN+X0yJouEx92QB4YSUp5y6tBuDu3eRM4lmF+FM9VrDBVl58k8tQpZ9jFx0kSmhOnTUT04rqUw7wBVlTmAgN4QgdtVAYDeEEl6m6uJiml3CQ/ChparyWYIIvUyPwazgCHQ36LVqSSjIREBv0/B61EwWUX8PgV7pYzLIVNaWMSBnZ8ECZMgSiiyn9TWA+jQbQhH930bbKpv3+1qWnccEPa4FMXGrs1fUFVeRmRMNNMenEVEdFTzjl6ALv1NKLKXlx54hzOHs4iKi2DEpEEs/WAtfYf34PF/zA5/hmSFI7vs+BpSIgMcNj8leeHJxo4NS8g+e4yElFZcfdPtDXxm9YlGdIIWS5QUfJc6v4U7RsKQDVtlFUs+ms/FrGxEUWTM1In0GNCX4NKCgMvhZNHceeScO48kSdx0xy3EJnTEYasvzhGfrMNklYL9GOGQkKYjrV148u3z+nlk3POUFpRz77O3ce3kIcH3miIaoij9i7mM+hAEUc1u/Isb1ktGIow1ZTp7dxzgvb99yrGD6r3KYNDjcrmJiomkvLQCQRDQ6jR43OrzYOCI/vy4efdl+wpZLBZcLheTJk2qVzGwZMkSTCYTCxcu/J8gGQ6Hg1deeYW//vWvKIpCTk7O/7yh4eWgpUejBf8VmDdvHg6Hg7lz5zar5nTu3Lmkp6fzw9avSEpJoLy0mKLCAvLz8vF5G6+H1ul1pKWnkJqeQlqrVNIyUklLT0VjEXjw1icA+Gj5G+gNoWTB4bHhl2vNoEdoSW9nRpETuP3B+/n09Tc5deQ0z903h7/O/S0abc1xyLXKf5qDuiTB7VRnePUBU6d+wwazZ+t2ivIKOH/6OFExHZveaMDJXG8Qcdh8uJ2Njyc+uQNmaxz2qmKyz+2jTaeBgOqNUVnqxxKpKu40BkEQ0OgEvO5w+5Lx+fzYq0pDXtXoLMhKbZKhnjlZltm3Xa3lB2jftQ9ZZ44C0HPANSHXjShJDB59M1tXf0lBTmb1aACFzJMHqSwvZsh10zCZLFijNMSl6PB5FarKfNgq/HUIhxCcDVZkmcwT+5k8adIlKpRMZPWazSQkX9GsoD8yujVdes2kpPAYK1esZVGtPh2jMZLUVsOITeiGRqMnKrYd589spKTwKG5XBRFRrXHYi3C7KjhzfDkRUa3JaHs1RlNz0vvhG8PlWpevWOcjF0WQ/QJ+r4IlSgqaUIZsVVbwuBTcLhmfT8FkkfB5FWwVfnxeBUGAwrwjQZIBkJDcg4LcA+Se30VsQiq9rprIqUObuHD2J84c3YLTUU7nXqMRxdByreTW0Ux/ZDbfvP0R5SWlfPP2R80mG1HxmkCpl54n37iHF+9+i5yzeaz9YgsQvhE8uG9RIDpeQ1FuwyVSJouEmCpQfNGLUqtMpijvAtlnjyEIAr0HjW7iGgmQDQFiErWYI2rKwmp1btAQ2aj9jqzICAgU5uaxeO48KssrMJhMTJp5Oxnt2wbeFxEEqCqvYMH7H1OUV4DeoGfy7DuJjE6nvCT8/ba82BvszanOLNad1IiKa/hev2PdXkoLyomKi2Dw2H51+jjCZ3agujTs54eiyPgVH5Io/Usz2G6/E4dHi0mnZnL6DurNB0tfY/uGnbw/Zx6Zp7IAsFXZ6d6nC0f2Hcfj9tK1VydOHD7Nj5vVcrXLVac7ePAgK1eu5J133mHBggXB9zt16sScOXO48847iYyMbGgzvwgoisLixYv5zW9+w4ULFwDVs6S50vJ33303JpOJGTNm/F8N+T8aP1/usAUt+DdBURTefffdS5aXmzhxIqdPHGbz+nXs/2kvORdy8Hl9aDQa0lunMXBof6bcNpHHfvcQf3/3Jb5ZNZ/thzdy+MJu1v34LR8veI8/vfos9zw8k7ETxtCjb02pgttd3wywWmYwZBzpRiKidSSnpTH9/nvQaLUc2n2YFx95C38tCd7m1BTXhlxnts7tDiUaBpORfsMGA7B7y6aQAK0piJKAJVJLRIxEY5xOEARad1IdaLPO7MbvrwmgFAWqytVm86ZQbRamrhj6XmlRJoriR6OrmdW8mJWNXOt8KSj4vB62r10QJBlXDBqNRqvH63ETFZtIqw7dazYf2Iek0TD0+luIS0wLbikiOh6tTk9JQS7rF35AcWEukXGqY7BGKxCdoCW1rZ6IWE29gFoAPC4X5aVFl2WqZ7cVB0uCmgcFW1U2LpdqxGixptL9irvo1mcWiSl9gk7foqihTYcxpLZSZ3wry89jMseTmNIXQZCoLD/P0f3zuXBuCz5fc7xl6gZwSi2xgfoNtpJWJWKCKKDV15CMagW0qnIfZcU+7DY/Pp+CGBAJqCpTSQbA+VM/knt+FwDRce0AKMw7TFyi+p08um8VDns5nXpdS6ee1wCQm3mAAz8uwudVj0mSwBojYYnWYI2KZNqDs4iKjaGitIxv3v6IyrLyJo88Ia2mdt0Saebpt+8jPjUWp1393GKTo0P8UeoiJrHp/iuDSSQ+VYsQyArJssy+gJxt2y5XEB3XMJmphurXoQshGbWhUJ2pbHwyQRRETh85xuf/fI/K8gpiEuKZ8ej9pLdvixJ4XxCgpKCQz954l6K8AiwRVm575D7iklo1SDIAvAEiWY1qwlENjVZoePyKwor5GwC4/tar0em1KIqCLPubnLT5OUum6o0LGZ/sC/ZEXS7snqpAhluFIAgMHT2QeavfZvyt1wPg8/o4su84FquaQT928CRtOrZSRTY0mhCRkOagWkWqTZs2PPLIIxw/fpzi4mIyMzMpLi7m+PHjPPLII794knHs2DFGjRrFlClTuHDhAhkZGSxatIjly5ezfv16JkyYQF5eeAPIvLw8JkyYwLp161i4cOEvvn+luWghGi34j0e1vNzkyZMvab0pU6bg8/mY9eCdvPzPF/l82cds2beWw9m72bRnNfOXzOWvr/+RBx6/h/E330Cf/r1JTEoImQGthqIoSFoxWANcnaauDY2oRajzlVI9HqxIWpFW7doxbfZMRFFk15Zd/P3pD4OzeJfSm6EoSj3i4Haotd8GY402fb9hg9Hp9RTl5ZGTWadEqBkTblqdhDVGwmyVEBuYoUtK64LBFIHH7SD3/KF67zuqZOyVvkbLGEKIRh0U5avCkFHRNV4BR/atw2HzVUtO4XLY2PTtfC5mnUKSNAwePYX0dl05dUSd2es5YGSd4LdmLFqtjuE33oY1Og6AyrIiOvceRGRMPE6HjU3L5nHq4IHATKm6DVESiIrVkNJGT3S8Ru1HQC0f+VdN9fz+ht3sa6Oy/ALHD82nouwsgiCS2mo4nXtOw2iODTubKggCKekDaNf5RgRRQ2X5eSrLL9Cx+81ExbRDUWQKLu7l8N6PKco/3KRCW+1zWDubIdSJCyWNqtRlMItIkoC9wo/H5cde6aOi2Iet0l/P1FCrE7CV+fH7VfWj7LP7OHNsKwCtO1xNl16TiIlrjyL7qSjLxhKRjN/n5tDOpfh9HjLaX0mvqyYhShpKCs7x0/dfIPttRERLaGo5kl8q2bBESfWaxqPjI3n67fuD5/y7RT/gdtbcG+p+EiarmtFpCnqjSEKaFlEjkHnyIOXF+Wh1erpfObzJdUUJ4lO1GM3NKF0kDOEI/CorMju/28qSjz/H6/HQumN7bn/0PqLiYwO1lwG1rfMXVCJSVk5MfBy3//p+omITKc5r+lquKPGFNDgLqL0TAgKRsQ2rgB344RjZZ/IwmPRce/OQkPeUwLjUazj02hL+jSSj1gjwKz61tPOyC9MVqtzl+Oo0zUmSRI++XQFo3T6D2PhobFU1YidnT2SiyApanYYlAV+h5qBaReqBBx6o6a0SBGJjY2ndujWxseHvK78kVFRU8Nhjj9GzZ0++++479Ho9zz33HMePH2fy5Mlcd911rFy5km3btpGRkcG0adNYsGABGzZsCPa3ZGRksG3btv+Z/pXmooVotOA/Hv+qvNyG1Zv4YeuPHDl4lAvns7HbGpeYDYfqwF6n1wHgDuMqLgiglXT1XtcbJNp2VlV+OnTryqQ77wBBYPPKLbz1py/+5bIpdTyBjIaxZubfaDbRb9ggAI78tCUkeGzuI0MURPQmkcg4CYOxvrykKEq07qBmNc6f3hmSaQiOzamWHNWV9qyGpBHDOjUrikJxgGgYTBHquAURW0UhJw/vQZZlKsqK2bDkY0oLL6IzGBkx7g7S23XhyJ6tyH4/8ckZJGe0D91unf3o9AaunXAXOr1K0o7s2cqgUZNJbdMJv9/Hqi8X8t2ylSiyHAyCACRJJCJaS1pbI7FJOkQtnD22F7j8sgUpzPVTG7LsJ/v8Nk4eWYjXY0dviKZjt+kkJPVtViAQE9eJzj2motGacDqKOHdiJcnpV9Gx2yQMxmh8Xgfnz6zn+MEvsVU2bkhWHabWzmbUJqSCqDqAVwfWHpeMrcJPSb4fl1MmnICOIqvLKYraI3DxwmFOHFRn8zPaDiS1VX8EQaBD9xswmKLxemwIgohOb8ZWWcSx/Wrze0JKR/oNnY5Ob6KqopAdG+dRUVYIEOKEfSlkIyEt/GdjiTAGv1sXTl/k9ac+xh8sz6z/mUQ3I6sBoNOLRMXJHNm9BYBufYdhMJobXUfSCCSk6dAbL60HoS7h8Pl8rPl6MVtWrAFFoc+Qq5h6768wGk0hvRtnj5/g63c+xGl3kJyRxm2P3Is1Kpqii55mBdl+vxLWR0SVcm74u/DtPDWbcc3kwZitpgaOSUFWFLVfI3BcDU2Y/DsgK35VrOIy2YaiyFS6SlHqZEeqj8Vg1NO2c+uw67bt2BqDUc+sWbNCBDHC4X+91EeWZT755BM6duzI66+/jt/vZ8KECRw/fpw//vGPmEw119eYMWPIyspizpw5HDx4kGnTpjF69Ohg4/ecOXO4cOFCC8mogxai0YL/eFgsaq3q5QZvFzKzWbF4NS8/P4cZk+6mX4chXN3nOh646zHemvM+m9ZvpSC/sNEHgkwo0fCEKZ2C8EQDIDZBT3yKGsh279uHG6epaiCrvl7FJ3OWXNJx1S2bAnDV6dGoxpVXD0Gn11FalB+28bk5qJaUNFklImI09TIQKa17oNObcTkqyc8+FnYbPi9UlvnwecOXFIRzTrdXleJ0VCCIUtAnoVq69MzR78k8eYKNSz/BXlWOJSKaURNnEpeUTmVZMZknDwDQ66prwgfgdc6hwWhm1KSZgVpxmU3ffsbwG8YxaLQqObtny3YWfvApLocDUZQC+vlC8Mfnq2TLinkc3//DZZUtLFq0CLMlDqkR1SmXs4wTh74mP0fN1MQl9qBT99sxmRMCx9S8fVmsyXTtdRtGUxxer52Th7/B7/fR7Yo7SW8zHFHSYbflc/zQV5w7tRaPx9bgttRshrrjkMliQTWGkzQCLoeM0ybj9SgostrsHa4h2uuWA6pV6udVkHuSo3tXAZDRrh+tOtbMXGs0err0nIgoaamqyCUqNgNBEMjPPkb2uX0AxMSlMHL8r7BGxeK0V/Hdsnnk55yr54bdHLJhMItExoavI6w26ouIsaLTazn4wzHee/7LYPlM3asvOqH5rZF7tmzF5bQTER1L++79Gl1WoxNJTNehC/ZFXXpQrQAOm40F737Mkd37EESRUZPHM/rmCYiSFLj21e/i4d17WTz3M7weL206d2DaA7MwmE0UXXTj88hNm/MEUFnmw19nEkKUICJGG+h3CF3+9OHzHN97BkkjMXb6iOYdVyC7IV9CCenPgZpSqssjG37FR6W7PPi3z+vjyN7jAJw4fJo92/YjCAKDrxnAdZOuQatTr62jB04gyzLr1q1j/PjxLaU+DWDPnj0MGjSImTNnUlhYSKdOnVi3bh1Lly6lTZs2YdeJior6ny4tuxy0EI0W/McjNjaWTp06sXjx4ktab9GiRaRlpPLBF2/x2O8eYvQN15DWSi3Byc2+yIZV3/HGy29z720PM6THtQzsNoKZU+/j7y++wZrl68k6dyEYLMjBjIY6GxmudApUbXapAcnQ1h3M6I3qQ7rfkMFcM+5GdZwfLWHxh5uadUzhyqagFtEwhgaqRrOZPkPUrMbhPVsubXZNqWnNFAKi+5JGwBqlUVWlpOqZfS0Z7a8EIPPUjw3uQ/ardfd1PT1A9Vioi+ICNZsRE5eBx6WWB8QltccamYDP62b3lkV43E5iE1K5duJMrFFqM/OhXZtQFIXU1h2JS0pv9uFGRMfRa+AoANxOO+sXfcaAkcOYcNd0tDotmSdPM/+1dygtKEQUBERBQkDg0K6f+Phvr5ObmYVOr6djz+4sWbr0EssWlhKb0KMBlSSF4oKjHD3wGXZbPpKkp13nm2jdfhSSVDM7fimhjN4QQZeetxAZ3QZZ9nH2xLcUXNxLYkpfevadSVxCNwBKCo9yeO/H5OXsCZutCgZQQnUTuFqyIkng94LHVSN5Wxtet0o4qgfucSrIPoJlTSUFmRzasxxFUUjJ6EGnntfWK2k0WeLo0HUsAIUXj5OUppaUnDr0HbbKXKwxEpEx0Vw78S7ikzPweT18v+orDu/8qd546pGNd0LJRkPZDICLAaLRqmMqj/19FpIksmPdXub9rdqQMbT5WG8QsUQ27dtRVlTMvm2q4/XIiWMxmBvOhGgNIolp9V3NL5VqFOcX8vnr75Fz7jx6g4Gb776TvkNVkQdRqCmh3LXpe1Z/tQhFlunatzeTZs9Ap9dTXuTD5ZCDuZFgCVOYMqZqyDJU1unliIyt8TQSBSmk5GlFIJsx5Pp+xCY2nOWufdaFQHGjoij4A30c/3dymwp+xYt8maVUHr+LgqJ8vnh/ETcPu4vlX60B1GfNpDtu4utNc/nb3Bd4ds4TLN4+j2Gj1c/L6XDh9/vZsHEDGRkZTJ06NaTUZ8qUKf+zpT6FhYXMnj2bAQMGsGvXLiwWC6+++iqHDh1q9nn4Xyst+1fQojrVgv94CILA/fffzxNPPHFJjshLlixBkkTOnj7H3Q//KmhCVFFeyfEjJzh2uPrnOGdPZVJSVMq2zTvYtnlHcDtmi5ku3TvRuXsHWnVODQY7DWU0QG0Kr60+VQ1JI9KhewRH95ajyApDR4/C6XCwY+MmPn/zSwxmAzdMH9TocTUkNetugGgA9B8xlL3bdlBalMfFrNOktlYVqASERjXs60JAQBFUiSedXkSrE3A5FFwOP+ltr+D8qR+xV5VQePEUiamdwo9fAXuFH79XCXGD1ukE7IQq3lSXTcUntSMvR82UGEwRRMWmUVVRCCjExKdz9U23odWpgWBJQS45mScAtTejISiAoCh19XTp3Osqsk4doqw4n+L8fBZ9OI9b7p/NjEcTWPjhp5QWFfPJnDeZcOd0Utu0YvXXizh58AgAaW1bM3b6zbjtWs4cPcHMmTP59ttvm1QomTVrNqKoITaha5j33WSd3UhpkXpM1og02nS6Hr0+otaRXB4kjZ4OXSdw4dxmCvMOkHN+Gy5nGa3aXUubjtcRn9yLC+c2Y6/KI+f89xQXHCa9zQiiYtSZvpDeDMDvV/+WNNTLGtRG9Tsel4LBCB63gt+nZg0Aykpy2L9zMYrsJyGlE137jFV9D8T6xxqX2Alb5QBys3aRn3uS2IQ2lBRmcmDHMhJSZmEwWdDpjQy/cTp7tqwk6/QR1i1YRkVpGYOvvzYkOLBGRTL1gZkseOdjVY3qnY+Y9sAsYhOjG81CVDuCp7ZJpNegrtz/4h28/cx8NizcjjnCzNQHbqi3TnSCNqQROhy2fLsW2e+nTeeOtO/eCdmvUHzRi9sZStT1RpG4VB1SWLnghtWX6iLz+ClWfPYNHpebqNgYJs2+g9jEBJU4BjILiiyzcdlKdm/ZBqj3luE3jkEQRewVPqrKwx+TUuuf4Chrnfuqch/WaAmNVr0G6qpNiaqaADmZeezZrPaC3XRnE9KttQ69nsqZoqAo/noGgP9O+BU/AgoSzZfALcgtZuXnG9mw5HtcDrVc12w1Ya9y0GdgL37zpwdClo+Nj+Gl959j24Yfefahl/B6vHg96qTY6jVrQjKtGo0Gn89Henp6owZ9vyT4fD7eeecdnnvuOSoqVJnvO+64g1deeSWsb0gLfh60ZDRa8F+BO++8E5PJxOzZs5tVczp79mxEUcTj8fLKC/9g3Iip7NyulpxERkVw1ZD+zLx/Bn9/56+s3raUA5k/snDt5/zx1T8wbcbN9OjdDZ1eh91m56ed+/h87jf85Yl/UHBR9XP4y5P/4JXfvcHSz1dydP+JYEYBwjeFV8MSoSWtTU3N58hxN9B70AAUReGjv33KpmX7Gz22hlL/rupmcEN9omGymOl11QDgMrIadVCd2QD14W00i0TGaDBZjKS3VTX1M0/uaHIfLoeMrdwfnBFXlVJq3vf5PJQWqbKCMYltcTpUx/XC3BPB0hh1OS+yLAZnTqv9M1p36kVkTMKlH58gMGDEuODf2WczWfLxZ8QnJTLziV+T0a4tHrebBR98wtsvvMTJg0cQJYkRN13P9Afvw++xUpIv0q7zdaxdu5Zx48Y1WrYwbtx41q1bR5uON9Qz67NVXuTo/vkBkiGQ2mownXpMqUUyQnnS5XyqgiDSqt01ZLQdAQgUFxzh1NHF+LxOLNZkuvS8lTYdrkOjNeFylnH62BJOHV2Ky1mG368gKyrhqC7nEyU1O1U3sBNq/VT/osgKtnJVWUrSqN4bleX57N+xANnvJTaxLT2vHBck9w3NGLZqP5SY+NYosg+noxRrZAxORxU/blwazEhKkoYBI8fTa+BQAHZu3MrqLxbWu5dEREcx9YGZamajRM1saHT2Wp4f9cdQXTqV2kadABk0pi93PaWqji37aB1rvtxC3axGVHzjweb5k6c5e/QEoihy9fjrA+dWIC5VGyRkAAaLRHyqDqmRJ3lTMa2iKOzb9iNL5n6Gx+UmrW1rbn/0PmITEwIrqyVHHq+XZZ99FSQZI8ffwMjxNyBJGjxOmdIGXM/r7Y+abEewqRwoL1bXFwSIjAkX+Aqs+nwziqLQd1h30to2LzBsbKZZQUGW5UC24d+f41AUGb/sbXJfp49k8vcn3+P+G37His834HK4yWifylMvP8KDT88CCJZJhcPQUQOZu/xNIqJqynjsNhuiKDLk6pEs/e4bXnr5JaKiojh69CgjR45k4sSJnDlz5uc50P9AbNmyhSuuuIJf//rXVFRUcMUVV7B9+3bmz5/fQjL+zWghGi34r0BUVBQLFixg3bp1zZKXW79+Pe99/k9e/ueLxMRFc+bkWe6YOJtH7/kt+XkF9dYzmoz07tuT6XdN5c9znmPJhq84kPkjK7cu4pU3X2T6rCn07t89GPRkZ+by7ddr+fuzb3PPpMcY1X0yt42+lz8++je++WgJR/acpKoifG17SisT1ih1Bl4Brp86iS69eyL7/bz74vv8sDZ8n0NDZVM+rz84a6WvpTpVG/1HDkPSaCkpzCXvQvXDpJEQRGk411GbbEC1HK5Etz4DECUNleX5lBadb3jbAXg9CpWlPnw+9Zg0tfo0SgvPoygyRnMUBqMVj0s9lwW56sx+m86DkDQ6KsvyOX34AKCQn32WwovnEUWJHs1Q56l7fGqTq0hamwx6DxoQfP3ssRMsm/8VRpORKXffRXyyGlB63G50ej23P3wvV10zktICH3nnPZQXeyktOouiKKxbt4709PR6ZQtTp04lPT2DjRs30b7LBCKjW9eMS5G5eOFHjh/6Go+7Ep1eLXNKSb+qvmpOeDGtS0ZiSh86dJ0Q6HnI5vihr3A5yxAEgbjEbvTsO5Ok1H4IgkhF2TmO7PuU3Kxt+L0etaROEpAktbRODcqV4PBqk4vq8cqygtet4A/0bOj0IvaqEvZu/xqf101UbDq9B6jKUcFDbeBpJQgivQeOx2SNxGGrwGC0oNHqKLyYxeFdm2stJzDgmmsYM20ioihyfN8hFr33KU57qDhEXbLx/h/fpzivtO5ug6gunUptW5NpHTVlaDCT8dmcJWxbtZvaH5ZGKzTY8+H3+9m8TC2PuWLIVcQmxgffU2VrtRitEuYIifhkbYPnpdYZavAdv9/PxsUr2LR0FYqi0L1/H6bcdxcGs4naX3O3y83CDz7h2N4DiKLITXfcQv8RKmnz+xSKGzAZbAq1SYet0ofb6ccSLSFp6o+5rLiCrSt2AjD+V6ObJFA11LDp9IGCOomjllX9ewmHgmq2WlcCV5Zldm8+wO/vfJknb/0z29fuQfbL9LqqK8+/9xhvLPkjQ27siyg1TrwBnHYv5SV67n/qd8QnqtelJEnIssz2LZuYftOd5Bdc5KeffuKhhx5CkiSWLVtG165defLJJ4Oz/b8EZGdnM23aNEaMGMGRI0eIjY3lvffeY8+ePQwePPj/9/D+J9DiDN6C/yqsW7eOqVOn4nA46jmXLly4kGXLlgWdSwcNH0B+VTYV5RW88fLbfPHJN8iyjNls4qEn7+POe25rdsrY5q7A4bVx/5QnOPTTUW6ZNQmtXsvpo2c5eeQMZSXlYddLSkugXZfWtOvSinZdWtO+axtiE6Jxu/wc3FmC26uWYPl9PhZ88AnnTpzCYDTyxKuP0W94u5BtqQ/C+rOGlWU2Zo14EoDfzvlLsHG6LpbPW87x/T8Sl5jG6MmzUW27GmiObIRo1FqoXs3xvh/WcfrwbmLiW9Fv6PQmtwDqDKY5Ui3NqCrzIwBH968hJ/MA6e36kpzejd1b5gcWFulx5U0kpXUh6/RuTh3ehFZn5NqJ97Hzu68oK86nY88B9Bk8pun9BnZeY/KlIjnDgM/n4N0/v4Lb6QqaiXXo3pXSwiJKCosC41ZfT0xNYfjYW6ksN2Ar91FZcZFDuz8DwGCKJim1N0V5h7HbioP7sFjjiE3sSUx8VzS1/FfcrkrOnVqNrTIXgJj4zrRqd23QE6MuZH+N6pMoCfW8PS4VDnsRp48txeOuQtIY6NBlPNbINGRZVYRyOkrIydpCVcV5ADRaM2mthxGX0EX1yQjJZghhZ+39fiXojwFq8CxKVezb8QVuVxXWqCT6Db0VrTY0wyPLCs4wDtNavUBcsobK8gK+W/opfr+PtLadyTmnktJBoyeT3lb124hJUg3szp88w7fzvsLjchOTEMeku2cQFRsTst3KsnIWf/AJJQUlJKTG8sz7DxGXHEPtiNrldDNryFMAvLfxr0REW4LvKYrC568tZc0XWxAlkUf/NpN+V/cIrl1e7CPzqLPe8ezb9iOblq7CaDYx63ePYTDVnzyIS9Ug+xRKC/yBM13zb3jU/z67HE6+nfcVF06fA0Fg+I1j6Hf14KChXTWptVfZWPzhPPKzc9HqdEz81e206dwhWJpUkO0J7btq1r0jPAxmkX5XRxCXoguMo+Z6+vKfy1j68To69mzLn+c9gSAITTqAKyiXXRYlhLk3/NwQBBGfy8+WlT/y7WfruXheJa0ajcTQsQMYN2M0bTqF9pltWvYj/3x2LoNG9ufVj/5Yb5vlpS6OHyzFGxDesFVVMf+tt8g+fw69QU9aRgpnT2UC6gTeb3/7W0aNGsWzzz7L2rVrAYiLi+PFF19k9uzZTRrk/qfC5XIxZ84c/vrXv+JwOBBFkfvuu48XX3yRmJiYpjfQgp8NLUSjBf91KC8vZ/78+bzzzjucPFmjpKTRaBg+fDiLFy8OKj/Y3BXkV2UDCscOn+CPT/2VfXsOANCuY1uef/l3DBw6IMxeQlHpKsPlc/DoHb9nz/b9PPfak4yZoPYAKIpCcWFpkHScOnaW00fPkpdTP3MCEB0XSbsurUnOSEWriyUpLYWouFi8Hi9fvfMBOZlZmK0WnvrHb+h5VUZwPZ/sC5vRyLtQyCPjnker0/Gbv/2pwWM4d6KYxR++jt/vY+RNd5CU3v5fJBpQl2w4bBWs+vItZFlmyJi7MJmbn5I2mEVcdj8osHXt27idVXTtcz1njm0LZDQE+g2bTnSc+uCVZT87v/sEe1UxsYltKCnIRKPVceNtD2EwWhrcTzXBCP5dK5gwmiUS09SgfveWbWxY8i06gx5PLTljk9XCuNtvQavVsuij+TjtdnR6E516TMQamcLu79/C53UiiBJXDr4Pnd6Mzycjy278fg+SpEWjNahEBZUs+H0KpUWnOH96PX6/G1HS0qrdtcSF6duoDVmuabb+OYgGgNdj5/SxZdht+QiCSHrb0cTG1YxDlhUqyzLJzd6CJ6CIY7Ym06bjNURGV3/etc9vzbb9PgWfr86VpTg4vPdLXM5yzNZYrhx2Ozp9fclSRVFwVNVcr4Kg9idIGoHIWAlREjh/6hC7Ni0HILV1R3LPn0Kj1TFq8iwiomJJSNehN6onqehiPkvmfkZVeQVGi5lJs24nuVV6yPYTW3l49ZF3KMgprkU2ahqQM49n84fb52CNMvP+d3+lbrAvyzIf/PFLvl+5G61Ow1Nv3k/Xfu0DTvYKR3601zTFA067g4/++houp5Nrbx5H70H9652H5DY6kjLUjGjOWTdFOd5mEA2oTTbKiopZMvdzyoqK0ep03HD7FNp371JrK2qAX15cyoL3P6G8uASj2czUe+8iOSM96P9Tku8N+UxqfViXTTaGjYsiJjG0+d5ld/PA9X/AYXPy29fu48oRvUKO6l81yGsMQXW5n5lyVJRWsvbrraxbsJWqclXswmw1cd3Uqxl768gGG903LNnG289/yuCR/flbHaKRl2Pj7PHyetLRGr+WLz5+gwM/7Uer0zLz/hlsXvc9p06cBiAxMZFnn32W9PR0nn76aY4fV5Wtunfvzmuvvca11zbRD/MfBEVRWLFiBY899hjnzp0DYOjQobz55pv06tWribVb8O9AS+lUC/7rEE5ebu7cufh8Ps6fP09ERE0Nu0UfSZI1HRDo2qMzX638NFhOdfbUOWZMuptH7w5fTlUbcj0fjZpmcEEQiE+MZdDI/vzqkem89N6zLNr2Kd/+9AUvf/IMd//2NkbcNJiMdqmIokBZcQU/bTvIii9Ws+STz3jnxVeY89RzfPP+RySkJBMRFYm9ysacp/7J8X1qo2lDZVMADlu1WV/D0qgAkdERtO+m9lEc2rOl4UbwSwoSQmetTZZIWnXsCai9GhExEprGrSGCcNllVQa3ohC3swpRlDh1eHOwbCoqNiVIMkD18OjUS30AlhSoM3Sdew1Eb6jvNaDO0AbKDepOs9diSlGxNRmuvkMHER0fF0IyALr3vYJ2XTqR0roN10+5B0tEAh63gyN7v+Lgrvn4vOrn0bnHTegM5qBal1ZnxGCMQKsz1phiAeAl6+x6zp5Ygd/vxmxJolvvGU2SjJr1fz7ICogaM+27TiEqpiOKInPh7FouZv8QCC7VvUZGt6VzzxmkthqKKGqxV+VxZO/nnD62Fo8ntBRJLcNXsxh1SYYsuzh6YAEuZzkGYyR9Bt0SlmRAdcCn/i5pauRzA0MCoHXHnnTorgbn+TmZxMSn4PN6+GHdQrxeT0hJTnxKErf9+l4SUpNx2ux88/ZHnD5UU7YYFa8huZVKLhLT4ijMLeEv975FcV6NzHZ1f0ZKm/ACFaIocvezt9Lv6h54PT7mPP4h545nB94TiI4PnS3+Ye13uJxO4pOT6HlVfTnb9A76IMkASGunJ7l1M79gAVw4fY4vXn+fsqJirNGRTH/kHtp371Krsi0gL5yTyxf/fI/y4hIiY6K549f3kZyhfv8UVP8Le6W/lqpULQSD80uD3iBQmFtf0W/jku04bE5SWifSe2jXkEyGgBBoVq/TF/QzmfOpjuMystx49qS5yDmXx3t//Jz7r3uGRR+spqrcTkJqHLN+ewtzN77KHY9OblRNq/pcy7UmiRRF4eyJck4fq08yJEGifacUPl/6AaPGjsTr8fLhm59w1323M3/+fNq0aUNBQQEPPfQQv/71r3niiSd44403iImJ4ciRI4waNYpx48Zx6tSpf/nY/904deoUY8eOZfz48Zw7d46UlBS++OILtm7d2kIy/j+ihWi04L8WteXlpk2bhsFg4OzZsxw4cCBkOYs+kkRrGiAgiiKTbx3Php0ruGPWrYiiyKplaxlz1Tg+fOsTPJ7wsrXVQb6+CR+N2oiJieGKq3oy+Vc38tTfHuKDlX9nyU+f8NpXf+LB537FqMlDadulFZJGwu1yceHMOfb9sJPKcrU+tqK0jGdnP8/Lv36ftQs2c/rw+RCCU41qohFOcao2NFqRLlcMRpQkivOzKczJbPIYmodQstGlt6qclXv+FLbKIiKitZgjpbCmfHWhKAr52WoPiSzL+LwudHqVOJitcfWWj01ojTUqUR2FINKuW//gdtSR1SYX4cOe6vDZaJaCs92KonBs7wFs5TW1ytUzvru3bGPb2k3knnNSUWKgR7/biEvshKLI2G1q4BkT357YhI7BdaUGVJhslQUc2DWfwouHAUhrfRXd+03HaG4k0KiNn4FpKIGGbp9PQfYpKH4FUdDSuv0NJKao57Pg4i7On1mF7PcSEABCI2lJSe9Pj74ziU9USVHhxcPs2zGXixd+qiWHq+D1KCEz9wB+n4eThxfhsBWj01vo3mcagmBuNJgTRLVUSm8UazVoh6L3wGuJT87A7/Pi8bgwGM1UlhWzZ+tKRCl025bICG55aDZtunTE5/OxfN5X/LRVJVUJ6ep3PTYpuh7ZKMlXyUawP6NNYoNjljQSD7/0K7r164jT7uKVh94LrhedqFUzNTY7mSdOc+CHXQCMmDA2RM5XEKB1VwNxKfVLPZNa6UhtH760rs7Z49CPe1j0/qe4nE6SW6Vz+6P3E5+SFCIEC5B1+ixfvTUXe5WNhJRkbnvkXmISanpFXA6ZsqKaMs6Q5u6QXV4a2TBaJBxVfsqKau7DPq+P1V+ovTY3zrgGUVTFH4I9FQECIAoiQrVwAALiZRCdxqBQs89LJRyKonBkz0leevhtHpv0J75b+gNej48OPVrz+N9m88/lL3Dd9OHoDNomJXCr9+2TfXj9HnxemaP7S8i9EL4nMDraTJduCegNev750d+5efpEZFnm948+T25eLidOnOCdd94hKSmJ8+fPM2vWLN5//31ee+01HnnkETQaDStWrKBbt248/vjjl+xn9X+BqqoqnnrqKbp3787atWvRarU8/fTTnDx5kunTp7dIz/5/RgvRaMEvAhaLhbFjVU39RYsW1Xvfqo8i0aKSDYCIyAiee/l3LN34NX2u7I3D4eRvf3yNm66+mR3f76y3ft2MRnOIRjincINRT5feHbh+2ggefOEu/rHgOT7a+Cazn3qMG2+bypXDh5Derk1QrtXn9bFz027e//MX/P6OV5gx+DEen/wn/vnMJ6z87DuO7jlFaUE5UN+sry60OgGj2Ur7rrWyGj9b5WQN2bBGxQZr4o/v/yEwNtXwzGAWG1XbkSTIzzkU+EshLqkdMQmtgRp38Nrw+7y4nFXq0orM+ZMn1CbW6iCjmQ8YRanJZjjtDpZ++gXffv41Xq83WCPv83gZcZOqAPT96jXs3vwDbpeMJOnIaDuU2lG/z+vCWz2zr4AgVQ9FCOxPITdrD4f2fI7LUYZOb6Fbn2m0aj8UjUZCqxPQ6ESEBoLpsMfQ7CVVyDL4fWo5k+xX6m1AEARS0oeQ0XYMgiBSXnqKM8cX4vOqZR5CgDgazVY69riBHv2mY7Ym4ve5yTy1iQO7PqWsODNo1Fd7kLLfy+ljS7FV5qPRGuneZyoGUxSyH7zu8EciiGCySOj0YqOBgyhJDBo1GaPZiq2iFGtULIIokn3mGPu31/9u6/R6Js68jV6D+oOisGX5GravWY3BWLOPumTjz/eoZCO3GUQDVIWg3/zjbtp2Saeq3MbLD75L9umLbF+1jfl/f5N3nnuJxR/MU8+nyUhRXj4upzNwPNC2u6Fe9qM24lO1ZHQyNEg8ZVlm0/LVrF+4HFmW6dKnJ9MemInZaqlHMk4cOMziD+bhcbtJb9+GWx+6G0tkRE2A65Upvhj+/heWcFxCdsNoUS+qi+fcKIGp+R/W/kRpYTnRcREMHXtlmH3WEABkJaSvo9k6speImsbxxku2fF4/21bv5qlbX+KPd7/Ovm1HEASB/iN78+InT/CX+b9l4Oi+SBopsN1qN/GmxyAAhWXF7N9VQGmxK+wyOp1In37pSIEGco1Gw19ff4FZD94JwO+e+h3PPfcc9913H2fPnuXll18mOjqaY8eOceedd7Jz504+/PBDbrzxRnw+H6+99hodOnTg7bffblL98f8CiqLwxRdf0LlzZ/72t7/h9XoZO3YsR48e5aWXXgqa/bbg/y9aejRa8IvBV199xfTp0+nQoQMnT54MG4xUucopsOVQO6qSZZllC1bwyh//QWmxOlszdvwYnv7Tb0hOUUsiimx5KMi88rs3+Pbrtdz9+AzuevjWJsckyzJ2T2W9191+V0gpVG6mk4vnaxpDFVnm3IlTLPnkczxuNwaTEUkjYq+0N7gvs9VC36GDSExLITEtFUuENeR9r0fm4nk3DlslKz7/J7LsZ+T4O0lMbV2z0L9QW12zCYWy4jzWL5qLIAjcMP0hLBE1M/SyX8ZeJdcLKGVF5sSB9eRkqhK/cYmd6db3Rg7vWUhpURbd+t1ISkb3kHUyT/7ImaNb0Wj1+Lxu9AYLo6fcj9mikoPmkg2jSSI5w0jmyVOs+HwBVRUViKLI0OtH06V3Dz585TX8Ph/j77iD00fPc2yfKvHZodsNxCZ0YP+Pn+B2qdkPQRBRFBm9IZKuvSZisiagMwj4vQp+P3jcNk4fXU156XlAzX6073IdWl14xTBZUcmA4g//yfh8KkkQRFX5qTHIAcNm5RKdim1VOZw79S1+nwutzkq7zhOxRsQjCAIaXY0CjqLIFFw8QtaZ74MlZFEx7UlvezUGQ1RgDH7OnFhORek5JElHj363YIkILT3S6YUQFTKNVsAcKeGyy/V8JAAi46R6GY6Sglw2LZ+HLPtJzuhA3oXTiKLI1Admkta2db1tKIrCns3b+X7lOgD6DO/Og3+ZgcFYky0oyS/jz/e8SWGu2iAuCAIFOcU89db99BzYudFeCVEQqCyz8cKs17l4viDYZDtp0iRuvvnmoKjFokWLWLJkCRqtlpvumsqoqT0xRzSdDhQQKS/ycv64KyRQdbtcrPzsG84dV0tfhlx/DQOuvbpW8F8z3n3bfuS7ZatAUejYqzs33jYFTUAwQwAURSD/ghuPu+meCCH0HxWN3F+0OoHk1jXnOr2DgdgkDb+d+ldyzuUz/ZHxjLtrVNP7DTRxo1Q7gdd25/n3oG7juL3KyXdLtrP6y82UFKjPFJ1By4hxA7nhtmtIbtW49LaakdGEzdqtW7iVd/80nz5DenHTbTOQfSImrbnefU4UoGe/BNqltQ77LPzgzY959U+vAzB79mzee+89JEmivLycv//977z22ms4HOpkyTXXXMO4ceP44IMPOHr0KABdu3blH//4B2PGNC288e/AgQMHePjhh9m+fTsA7dq14/XXX+fGG2/8/zKeFjSMFqLRgl8MqqqqiI+Px+12c+jQIXr06BF2uUpXGYW2nPqvV1Ty+svv8MXHXyPLMiaTkQefuJc777mdCq+qNPT6H99j4afLmfHANO598q5mjcvhsYWoRSkouH2hajOyrHByfxW2ytBZoosXsvnizffwuD106N6V2x+bjNNewrnjF8g8kc35E9kUNSC9aY6wkpiaEiAeKSSmpFBZagRB4KfvV3H6yE8kpLTmmgl31qz0MxANdTMK36/6irzsM7Tr2pd+w8bicTnxej1otTp0BiM+r4Kjyo/fBz6/l6M/rQzK12q1Jq4c9gCCILB3x4e4HOWBRvCa5nivx8n2de/h87rp2mcs50/+iMNeRptOA+g/YnRoH0QTZCMuSWDXpu+CHgExCfGMn3ErKYGa9C0r1/LD+u8wWaLofdVMMk9uJS97LyBgtiZir1J7aWLi29Gq/XCOH1iCy1mOKGrp0G0sqa074/dD4cUznDm6Bq/XgShqaNNxJImpPZuV2peVgMpUneyD36c25AuCgBRm0ltWapGLy/hwRUlAEMFeVcq5k0txu8oRJR3tO99IbGLbMMGQgMft5MLZHRRc3AcoCIJEUtqVJKX24/yZDZQVn0QUNXTrM4XI6PDu7QaTiCgJGExi0NzRafPjtDePaACcPbaPn75fBUBSeivys7MwR1iZ8fgDmOsQ8WpknjjKt58uxOvx0bZrOr957R6i4mqyabXJRjX+ueoFYpOiGyUa1Q3F36/azbvPfcZ1113Hxx9/HNaAND8/n1mzZrFu/TqeeG02PQd1CbvNOntAQKCy1EfmMSeyXy2/XDL3M4rzC9BotYy9dTKdevcIqDHVjFVRFLav2cjOjVsA6D14ANdMvBGpFnNVFIXSfB+OKv8lXUZhv39h7jMRsRqiakn+arQCbvd55vzmfYxmA2+vfhGTNTwZrw1RlIKfgCzLyKiO3EIw6/rvIx0leWWs+XoL3y35AaddzTJExkZw/S3DGT1lGNaoS5thlwQJQZBCTt+6BVt498XP6NijG1PuvgsArahDrw3tbWrfJYrWreOIMsY2uP2lX67k6cf+gCzLTJ48mS+++AK9XiV7BQUF/PWvf+W9997D41EzWOPGjaNnz568++67lJSo1//YsWOZM2cOnTt3vqRju1yUlJTw7LPP8v777wee0yaeeeYZHn/88bA+Ui34/48WotGCXxQmTJjA8uXLefbZZ/nTnxpWYGqIbAD11KnadmjDr5+/m36Dr+Cdlz/ii/cXccusSTz8h7ubNSav34vLW5OJ8Mk+fHL90gOX08/RPZVqIFkLmadO8817H+P3+eh+ZR/u+cPtJLeqeeB+9toSvp23gZRW6UTFxVKQnUtJUXH9emlAq9MTHZeMJTKazBMHUBSFEeNmkJTWRl3gZyIaAIUXs9i0fB6CIBARFUNFWU1gFhUTT5sufWjdsSduu48d3y2kvKTm80jJ6EebjiNQFIUfN72GovgZPPo+TJao4DKnDm8m6/QuLBHxXHXNryguyOTAjoUIgsjIcXcTn1JTztIY2XDYCtmxYQlFAUGAPkMGcs34G4NlcgAVJU7mvvoqLkcVGe2Gkt5mIKePrQn2VgCIooa+g+9Gr7fi8To5efhbKkqzAGjVfiA+n5vc86rZoMkST6fuN2GyVPedNP+sK4oqEVtNOPx+tTSpNtGorl5R3bsv8xMVAkpWQsCUz6/g8znJPLUCW1UOINC200iS0/uErOb3K/gDJfZORzEXzm6iskI1XxRELYrsRRBEuvSaRExc2wbjPkEUiEvSoDfVBLsup4yjsr77dFSc1GCZ2Z6tKzl3fD86vR5zhIWyohLS2rZmyv2/Cgmkq9Gqs4Hi/BzmPPYhtgo7cckxPPnPe0mr5ZNRkl/GC796jdLCCgQBXl/xPHHJMU2qPzltLh6+4XmuHjaC5cuXN+kaP378eLZ8v5nXVz6L2Rq+Sb4GNcpItgof3397giVzv8Bhs2OOsDJp1u0kpacFZWmrIfv9rF+4nMO79wIw+LprGDhqRFBtqRoVJT4qS31weXy1/newzr0mKUOHzhBazb3ow7mcO3aOm2Zcy22PTmh6H4KAWKsJXO3l8NeUdNUajSDwsylJnT2WxarPNrFz435kv0qE09omc9OMaxly/ZXo9JfvvC0IIpKgGjwqisLX727gm3e/oWPPbkyZfVdwOb1kRBuQwU5KNdGxWwwWXSQmXSMKfILI/s3Hue222/B4PFx77bUsXbo0pOQoKyuLF154gfnz5yPLMoIgMHXqVCwWC/Pnz8fr9SJJEg8++CDPP//8v0061u/38+GHH/LMM89QWqpOrk2bNo1XX32V9PTwkxUt+M9AS49GC35RuPlm1ZE3XJ9GbUQYokmwpIV9r1qd6pU3VXWqc6cz+fXtv+fZh17C61UzDs3p0ahGXadwWakfKAEYjBKtOoYGE4oCGe3bMuGu6QiiyJE9+5g3ZxH5F2pqcv0+dXsZ7dsy7o5buPv3v+Hxl//IHb++n9E3j6fnVf1ITEtFkiS8HjeFF89z7vj+4IN387efsX7RXP4fe28dHsd5vX9/ZpZXK2Y2y5aZGRI7lgNmDJNDbcNJ22AbaNowNmyHwbbMcWJI7MTMbMsyyBYzS8s78/4xuyuttAI76e/9ttF9Xbak3ZlnYGdnzv2cc99n38/fcebkAcpL8nH9BvW3LqcDlVqNKIpMnjTRp2Hd5EmXcXTPT6z7+i22rPuYqvI8VGotanfvhNCILgDY7fXIsgsQkCWj18rVaq4h95wSGHXrPR5BEImM6UpETDdkWeLwrg24XI1cWfzsnyzLZBzayXdffUhpYTFGk4l5d93GlfNm+ZCMumoneVkOkrtOACDv/C7stlrCI3v4jBcV1xedPhAZ0GgM9B4wl9hERQ+TfXaXl2TEJg6m/9AbG5EMuJhZVkEAtVpAo1Nclzyxm2Lz2VR3cWkkQxAEVG6S4bFiBVCrDXTvPYeI6N6ATFbmT2Rl/oQsScgoZVwuh4znjBuMEfToM5euKdMQVVpkSWEgekMIGl2AOwBsvn1RBL1BxG7zDRD92/fKrZ6+QWOmEBYVj91mA0FAq9OSl3WBrd9tbLasRqc4QfXo35lnPnuQ6MQIygoreObWNzix74x3ufCYUGYsnKxsXcYrEG/rbP+ydg92q4NFixa12Z9ArVbz8ccfY7c62PbdvjZGdmcm3HtwaPtBvv33Isx19UQnxHHjA/d4SYbXIAFw2O2s+vRrju09gCAITJ47g1GTL29EMJTxzLUuqsudv6opZDP9huAJ9pXruSnJyL+QQ9bJLFRqFVdeP6Fd2xCbOE0JbhMIjzi88d54BOWSLLnP28UdnCRJHPjlGM/c8QZP3PAyOzccQHJJ9BmWwl/evoeXlz3O+GnDUbfSwbs98HQTdzokzh6rp7pc+Q41JUk2lxWX5CQoWEu3nkqpqraF/juNx542Yyrr1q0jICCAH3/8kYkTJ1JW1tDzJzk5mU8++YRjx44xe/ZsZFlmyZIlfP7558ybN4+0tDRcLhdvvfUW3bp146233sLh8G+qcqnYsWMHQ4cO5Z577qGiooK+ffuyZcsWvv322w6S8V+A/85OLB3oQAuYOnUqGo2GjIwMTp48SWpqyxahQfpQZGRK6/KbvSeKIrMWTGfSlZfx2j/f5ptPlrF53VbUGuUrY7X4F9/5g0cUbndZ3cJF/0QDICJGR3W5g4oSD5FRHn7d+6Ry9XVz+e7LJRzYuhOD0ciCP15DdKKuwXWqUdpYq9MS3zmZ+M7J3tdcTifnMwvIPZtHZVkRZUV5VJQWADLlJfmUlzScB0EQCAqNJDQiRvkXGUNIeAxaXftS04U5Z9n2wxLS0ib7LQ+ZO3cuRUVF3Hbbbaxfvx6d3sigsVPYtWkFKrWW4LB4AOzWGvfxmBBQYa13oTWIZJ3agSQ5CQlPICKmobFhSr+JVJScp7zkAuczMujWp7f3PVmWvQFUfW01uzevoiT/gvf8XrlgFqbAYJ/9rKl0kp1ZT0WZg4joXhTmHqKmKo+zGRupqcr1Wbak4DjRcX0wBcV6TiKGgDCvZgNApwsiLnGwT8frS4WAYpsrSUJDP41fnaBWyqREsWHy2Vvm7t6oSq2iW68pBASGk312K4W5B7GYq+iacg2i2HjmVqmNFwQBi6UMyaVc04IgYjFXcGTP58Qk9Cepy1jF8tc9vlqjBJ2CoAiPLXVgDFQyDy05TbUGlUrN6Mmz+XHlIipLyojvkkx+VjYHftlBXHIiKQMadD9R8VpvZiQmMZJnPnmQ1x7+mNNHzvPin97jjqcWMPYaxYmrplLJUuoNOrdA/G2e/PBeImJC8cd8ZFnmp/QdzJo9y2+5lD/ExsYyc9ZMNqdvI23BuDZL7CRJYtm761jzyY8ADB7fj8umz0JA4yUZnv8tZjMrPv6Cggs5qNVqrrlxPt37+t4vZcBpkygvcrj//vV6BxlAlhsyHAIYAptnlvZu3grAoLGDCYsMaXPcpiSjORqIc9NCjgbrZo+YXFneH+xWO1u/28v3X2/xNthTqUVGpQ3h6hsup1OK7wSWLEu45OY6jouBzeri7LFabObWJg9knIKVlL5x7kykCrXYdibF5rQwadIkNm/ezFVXXcXevXsZN24cGzduJCGh4VhSU1NJT09n//79PP7442zatImvvvoKg8HAggULOHr0KCdPnuT+++/n3Xff5bXXXuPKK6/8VY5PhYWF/PnPf+bLL78EFGv7Z599lnvuuee/tpHg7xEdGY0O/E8hODiYyZOVmca2shoAwfowIk3xLb4fFBzEY88/xKK1b9FvSCpOd0bj5w072bf9ULv3y+M+1RrJ8CA5xYhW57ZZbTTL1mfIQCbNmgrA9vU/snLxjxTn2qiv9djbtl6/rFKriUmMo0uvgQweeyVpc++gSy+l7CUkPIpeA0cRndAFnd6ILMtUV5Rw4fRRDu3cyObVn7Ni8Ut899Xb7NiwjBMHtlGYcxarubmlot1mZfePK0ibksaaNWtaDKpiYmJYs2YNU6ZMQZYlqsqUh3ZMQmeCQnUIooDVohANvaGhRr6qrJT8C4ozVfc+E3weZEZTKMk9lAaMx/dvwtqkBwayzIUzx/hhyXuU5F9Ao9Vy5fxZzLr9Rowmk483fVWZnayTdVSUOZRJc0GgS4rSt6Oy7BwuZ0NWK8AUhSQ5OHFoGfV1pTjsZk4dXUnWqU3IskRwaBwarQGbrYYj+z6nyl1SdamQZCV7YLcplrSKGFwpdfo1TjuiSrHi9Yq7achmgFLOJIoCKrVIQqfhpPSdhiiqqSrP4uThr7FZmxofyBTlH6AgZycAnbpfzuDRdxIR3VN5L+8wB3d+RGHuQWRZQqsX0Rl8nclsFgm7WwDeHotkfzCagrj6+vkIokh+VjZJ3ZSM2fpvV1BeXAIopC081jcwCww18dh7f2T4FQNxOV28/7evWPHhemRZ9lrUXjFvDFHx4V6y4bG+bYraqnryLxQxZ/aci9r3ObPnkH+hiLpqc6vLWS023vrLJ16SMf22yTz4ym30GR6C3iC6Z8CVE1tTWcU3b39EwYUcdAY9c+++tRnJAKVcrrTA0SS2/W2KKz2EA2QCTL59MMqLSzhzXGka12/4KB8DAFmWqamso6SgnJrKOmUCAdoZ0PrLbjTdLxnJm+2Qvffg6opalr2/jj9e9TQfv/AtBReKMZoMTL15Em+tfYY/PndTM5LhM64sI7mdqi6mQLW+xknGwTos9Z51vYfie2SCQNfeBqxyNbIko1W1x/IYrG694LBhw9i2bRvx8fFkZGQwevRon4a4HgwZMoSNGzeyefNmRowYgcVi4dtvvyUvL4/p06cTERFBZmYmV199NVdeeaVXPH4xsNvtvPzyy/To0YMvv/wSQRBYuHAhp0+f5t577+0gGf9l6NBodOB/Dp999hm33HILffr04dixY22vAFRbKiitb57ZALA46qm1VSHLMv945DV+WPGj973LrxrLvU/eQVRspN91G8Nsr8PiqG8X2aitcnDqUK1i2dgE29f/yPb1yj5cfd1czhw/zOmjZ5h64wJ6Dx7Q6rg2q4uinIYAua6mku++fgdZkpg08zYiYhKQZRlLfS2VZYVUlhZRWab8M9dV+x1TbzS5sx6xhEbEUFlWROaRXeTl5rZr5rawsJDEpCR0hgDMtdUMGXcVSd0GUlvh4mzGLs5n/kJkTC969FHcRE4dXU15yWnCIrsyaPRcmk5kupwOdm76CKulhm69RzNk3ERAIUD7t35PztnjAETGJjDrtgWERvr25xAFFRUldi5kmqmr9i0hk2WZ/ds/8DpMAUTF9qZLz0kcP7CUuppC1Go9gijisJsRBJFOPcbTLXU4Nmsdh3amU1tdBIJAlx4TiUkY2KxMpSXIbjG4q0nmQpZlXE6UbIC7IZ0kg+xqPnPbEgRBQGxiwQuNO48r46g0AlpdAxGRZKgqL+DsiVU4HPWoNUa6p87AFKhkdUqLjnHhrFKiFJ88mk7dR3nHr67MISvzJ8x1itGCKSiSnv2vICwy2S9XCgpVo9IIVJQ4mpwqmZBIdZuBZnw3LYe272LLqu9BEIiKi6Ekv5CwqEhueOBuEroFEt/Vf3AmSRJL3vmO7z77CYCx1wwj+3QeOacLePDVhXTumeDjRvXUh/cRHhPqM0ZpQTn3T32GTZs2XVSn5U2bNjF58mTeWPsUkXH+hb3lxdW89uBHXMjMQ61RccfT1zL2KiXzIgoCDpvM2WNmLPUSZUXFLPvgU2qrqjEFBzHnzluIjG1uzyvLMqX5DmyWxifbk9P47QTVoggJXZXvjODe7g9LlnN093669enFrNtvJDRKQ1SCzC9r9/BT+g7yLxR514/vFMMVc8cwYepIAoKa61gkqaXAXvab3WiK/PPF/PD1FrZ9txeHXbkfRMSGcdX1l3HZ9JEYAi5NgOyx4W3tuq0otnMh00JjF92D23exMX01Kf36MGdhg5FHcg8jUfHKvuhUBhJCu6JXty2e16sDSAjp4v07OzubyZMnc/r0aSIjI1m/fj2DBg3yu66nC/cTTzzB8ePu+2pkJP3792fr1q3Y7XZUKhV33XUXzzzzDBERzXshNcWGDRu4//77vSRn+PDhvPPOOwwZ0ryBZQf+O9CR0ejA/xymTZuGWq3m+PHjnDp1ql3rBBvCiAyI8/uexytdEAQGjlS6XsfERyGKIpu/38Z1k+7ky/eX4mih2Z8HGlHbLpIBEBiiISbJf9AzOm0iQ8aPBuD7b5dTUqCIrNvqowFK077GMAWF0tndyfvEAaVUQRAEjKYg4jul0GfoeMZeOZ9pN97PzFsfYcLUG+g/YhJJ3foQGKIEPVZzHYU5Zzl5YBs7Nizj9JFdzJ51ceUhs2bOxG5RSlFik7qh1ggggsOh9MjQG5WSptrqQspLFJvOpK5jsZolmp5SlVpDj36XA5CVsZuKkjKK88+zfun75JxVfOz7DBnPdX+8sxnJkGWZ0gIrWSfrmpEMUPQZjUmGIKrp1H0CarWOXgNmotEYcDqVHho6fTD9ht5IYqehCIKA3hDIgJHXERmTCrJMVuaPnM1YjyS1rodxucBhl3HYJKXpXUuBUSORrigo3bNFdeuBDDQlGe6B3D8lb4AjIIgC6kbjSRI47RImUwy9+l+HwRiB02Hm1LGlVJSdpqI0kwtnNwEQEz+ExC4jaUxigkOTGDDsZrqnXoFGo6euppT9277myJ6VmOurm/GuumoXkiS3oNNoHaIKVKLAoLEj6TWoP8gyNZXVBASaqCgpZf2SFUTEtzxLKooi1943jVsfm4sgCmz7bi+5ZwsBpYdGeEwoT354rzez8dydbzXLbOjcNrkX2/DMs7ynn0tTnDuRw9M3vcqFzDyCQk088cG9jLlqKIKAe+Ze0fN07x9AeXEuX7/9IbVV1QrBuv9uvyQDoKrMidXs6/Ale//77WAwqUBQSoxkWaa+ppYT+5Rs8fDLxwFwcOsJ7r3qb3z9xmpGDx/no/caPXwcX76+ij9c9RSHd55svoEWL/+WsxuyLHNy/xlefuADHp3zDzav2Km4kPVO4r5/3sLrq57iymsnYAhoX9bAH1prAKhkzKycz/AlGcp7Dcfl+T0iVuclGQA2l4V6W2279sPmsvhsPzk5me3btzNo0CBKS0uZMGECP//8s991BUFg2rRpHD58mC+//JIuXbpQWlrKjz/+SGRkJIMHD8blcvHuu+/SrVs3Xn/9da+DVVNkZWUxffp0pkyZQmZmJlFRUXzyySfs3Lmzg2T8l6ODaHTgfw6hoaHeGcPly5e3e71gQzgRfshG434XOrd7SFxSLIvXvk2/IalYzFbee/ETbrryD62XUwmCjyi8LcQka7216b7DCEycfjV9hw1GliSqyhQHDpez7Xpclap5r4XUQWMQBIHCnLOUF/vP6gDo9EZiErrQa+AoRl0xi6uv/SOzF/6VSTNvZfDYK+nccwDBYVE4nU6vKL+9mDNnDk6nk8DQCIymIEXXohGwmpWg3hQUjM4gkn1OsZ+NjO1NgCkSWZKxmF1uAXIDouJSCIvqhCS52Lb+a7as+QJzXQ2m4DAmzbyVIeMnoDf5ni9ZlinJs5GVUY+5rrmFakXpOe/2BXcaRRAEBFHEYq4k4/AKHI4G22JBENHqTT4ZF41GS/feV9Op+wRAoKTgGMcPLMFu8+2PIrnA4ZCxWyVcDqnVvheCR1ELzYJAH8IhCs2CLlGlOFU1j7XcJKPReKJaUEqzEHC5FJLheV+nD6JXv2sJDu2MLDk5d2ot5zLXATKRMf1I7DK+eXd0AXQBajr3HMKYtLtJ7DIIECjOP8WOTR9yNmM7LmcDeZckmfoayW+2oy0ypWR6FJI0ed50ouJjsZrN6Ax6RJXI6SMn+Cl9a6tjAEyaM4ZHXr8DrU7j/UwEdzO0pmTj+bs8ZVRKeVBgiJHYpCjS05e1uZ3GSF+eTnynGEzBzWfr92w6zHN3vE1VWQ0JXWN59vOH6NG/s/Ixy9D4Az+y8zifv/4xVrOFuORErr/vLoJCQ/yez7oaF7WVrU2K/HZsw2Bq5BKFzL5ftuNyuYjvnExC506cP3WaFR9/wYTxl5Gbm8uSb5cwd+5cJk2axNy5c1ny7RJyc3OZMG4C/7rvXT9ko63si7uLuCDgdLjYuf4AT9zwMs/f9TaHtp1AEAQGj+/L0x/fz3OfPcyIyYNQqVVNSqwurhyqKRo3AJRcMudPWijMtrWxloAkuzCYRJK6+14bIiJVljLq7W2TDVmWcLh8g//IyEi2bNnChAkTqK2tZcqUKaxevbrFMVQqFddffz0ZGRm89957xMbGkp+fz4EDB0hKSqJz585UV1fz0EMP0adPH9auXeslN2azmaeeeorU1FTWrFmDWq3moYce4vTp09xyyy2IlzKz0IH/U+j4BDvwP4n2uk81RYghnIiAWJ/XJB+iocxg2W12uqd24d2lr/DkKw8TGh5CTlYeD9z4OE/98QWKC0qbje2S7KiE9hWZy4rxO517GfzO4AqiyJXzZ/nUVRflllNT2bZbVONGaACm4DCSeyg9RzxZjfZCo9ESEZNI9z5DGX7ZNMZeuQBQyN7FwLN8VGxDnwy1VsBqdms0jMFUVVyguiIbQVSR1HV0w8qyUsfvaNRETBAEErsojk+W+ioAuqYOIm3unYRHJxAUpmkkAFV6TBRl27iQaXXXg/sGDZb6CjKPr1X2xRCKLEsIogrJ5eDU0TUc3v2p0uVaradLyhXo9EFYLZWcPLgMp7MhYFAyBwLxycNIHTAblVpHbXU+R/Z+Tk11kVt3IeF0SC026POHtoqvREHpui6qBASVQjhEtdBidkDRZjQa3038BEFxtFKIXUPNP4BKraV76gxCwrt7R9HqgkjsPKHRNacE3YIIBqOIRqOsr9Ea6DUgjZETbyM0IgnJ5eRcxja2b/qIorxTDV2p7RJOx8UHdCpNgwxao9Uy7ZZr0RsNVJSUEZOgaLS+eWsNGQfPtjnWgDG9WXDfNO/fz932JuczFGMATwfxqPhwivPKeP6utykrqkSSZbZ9v5/ykkqWL19BUVFRS8P7oLCwkJUrVnL5nFFeByVQ7g8rP9rAW3/9FIfNwYAxqfxt8QNExoX7tdjdsmoXrz7yEQ6bg4FjenPHk3dhCPAEp03ciywSlcWNs7PNz/dvRTMEQbkOvNu2Wjm0cw8Awy4fh9ViYe3nS0hLS2P16tWt6r1Wr15N2uQ0Xv/zIuprGvQs7SnyMtdZWffFZh6c8SzvPPEZF07lodFpmDRnDK8sf4KHX7uDngO7tkpof62LFSilrRkHa6kosbeydsM7Gq1A5956ZMHlk+gUBRUgU1KXj93ZFmGhWV8ngKCgIH744QemT5+OzWZj9uzZfPrpp62Oo9Vqufvuuzl79iwvvvgioaGh5OTkcP78eTp16kRoaChnzpxh2rRpTJ482dt/4/nnn8dmszFp0iSOHj3Kq6++SnBwcKvb6sB/DzqIRgf+JzFjxgxUKhWHDx/m7Nm2g4fGCDFE+JCNxkTDY3tqc4uMBUHgytmT+GbzR8y9ZXqjcqo7fMqpZBkcLicqsX0iNs+DSm9Ukdjdf8mEqFIx7cYF3r/3b13HhcyCNsmGRuv7sBSA1IFKVqMg+4zbierSoNEo5+dSy0PikrsBHuGkBUu9ktHQ6k2cOfELAImdBxIaEaaUVzWCwyZjsyiz/9ln93Fs7yrvezq9iQGj0tBotOgMShM4ZUMSLpdM/nkr2actPmTFA6fTRsaRFbicNgwBEVgtyr4mdRkLQHVFNi6Xg6DQRAaOvIXYxIH0HjQPjTaA+roSju1bhtMtHBdEvJFPaEQX+g29Ab0hDLutluMHvqG08ORFxCeC319bg+jWceg9QX4L6zXtv6HWKqTE6VCIRvP9UP7V15VQU9UgdLfbajhzcgUuh8W7jEojYAgQ3dkRXwQGRzFk7HX0GzYDvSEIq7maI3tWsn/bN9RWKeTdacc3g9WOY/doVzwICQ/jmhvnua/5XLr2SUZySbz910+pLPWvRWoMp7tW32DSU1Vew3ML3+Lg1uOATESsL9l4duGbPH/n27z/9JfYrcr94LbbbsPZhoW00+lk4cKFaPUaxl4z1Pu63Wrn3098Qfr7PwBw5fUTePi1OzCa9L5N+FD0CSsXbeCDZ79CckmMnzqch1+9k54DgwmLbsjoeeJnp1OmrNBX/O1XB/4bMQ29UfTpf3J4517sVhvh0ZF0S03h2N4DOB0Xawds55fvdjd6p+ULpKyoki9eX8Efr3qKL19fSXlRJcFhgcy95yreXvcMtz02r80u3v6gkA6FeMiNBOWtob7WRebBesx1LmRkbylZ03U9pFsQoEtvxTjEY4Hrec+TBZAkF0W1OW2WZ1r9EA0AvV5Peno6t9xyCy6Xi1tvvZXXXnutzWMxGo38+c9/JisriyeffJKAgAAuXLhAZWUlycnJqNVqfvzxRx555BFyc3NJSEhg+fLlbNy4kV692tOcsgP/TeggGh34n0R4eDiXX67U6V9sVgN8yYbsQzSUh7Pd5qvHCAwy8cDf7naXU/XGarF5y6n2bjuIS3IAsruhVNtZjcbbjIjVEhLZNkFx2G1sWfsFuedKWiUbmiYZDRkIDAknubti83li/8VlNRpDqzcQEhZ50ed82bJlqNUaQiPjOX10LxuXfch3X72Oy53SP7YnndqqIkSVhs49RyGIoDWI6ANUPgGrubaG/Vu/5fTRn5AkF2FRndHqArBZ6zixbxcAweENAZbTKZNzxkLOWavfmXJZljlz4nvM9eWoNUY8BdNhEd0oymsok9Ppg+kzaB46fRACYDCG0XvQPNRqPTVVBRzelY7L5fRaZ7pcMg67hFoVSq/+13tLjrIyvyf3wlafz791uEuC2rm0qBbcpEFA5enF0YRweLuIK38hiKBWKzqRps0kG8NcX8rpE8uRXHYCgxPp1ms6okpLbXUeR/d/hcVcgVYvoDeo3F2ym+ZE3EckCMQk9GL0FXfSpedoRFFFRWk2uzYvIuPwRpwOKzbrxWV8VF5S2rC1TindGXOVUmJ5PiOXqIQIqstreesvn+B0tK6l8oiRJ80eTZ/hKdisdl57+GM2Ld0OQERsKI+99wdMwQGUFVZy6uA51BoVSd3jcLlcrF+/nmnTplFYWOh3/MLCQqZPn86GjRu491+3eJv1VZXV8Pxd/2bXhoOoVCILn5zPDQ/NQFSJzTIZkiTx2cvpLPm3kombfutk7v77Dag1SnPD5BQ9kXGefjECsgxlBXY/RNKDpq//erZhbFQ25XQ6ObBVcScbdtk4EASO7trHrIvUe82cNZONy7b7BORNkXUyh7ce/4T7pv6NdV9sxlJnJb5zDHc+fR1vr3uW2XdcSXCY/87xFwu5HT07KksdnDlcj8Mu+13XQzoawxiowhSs9lnWKTmUpnqNQjuHy05xXeuTR/4yGh6o1WoWLVrEQw89BMDDDz/M448/3i6jiZCQEJ577jnOnTvHfffdh1arJTs7uxnJrqmpISsrq0X9Rgf+u9FBNDrwP4tLLZ/yIMQQQbgxxm9Go6WGfUo51cs89eojhEWEkpOVx4M3PcFTf/onpYWKaLutrIZnNqwxknsY0OiaPzFt7n4eSt+LCCz1tWxZ8wUF2ZUtkg2fjEaj7fRyazXyL5ymstR/ANQWBEGgc69BLF9xkeUhK1eiMwSwYcl7HN27mcmTLvMRfF59VRoqlQpRgJqqhnFFlTIrqtWLlBWf4vDuT6mqyEYU1aT0m8yg0fPo0VchnKeP78BqqfZmM5wOmezTFgrPW5H8luPI5F3YRXnJaQRBJCK6JxZzBaKopqLsLDZrNVpdIIKgwmatpqLUN3MWYIokdeBcVCotFaXZHN69AnO9HYdNKT3yXFZqtY7uqTOJSVBcgory9nHm5CqfkqvWTzpKqgKh5dhPAJVGVMTcTVZVqTyEQwRBcZJqPI5aI+B00EyU2hhWSxWnj6fjcloJCIyle6+ZhIZ3p/fAa5UyMnMlR/d9SW11Q++RxjadHplJ431TqTV0Sx3HqCvuJCouBVmWyTl3gN1bPqAo7zAWi7PdrlqNMxqNtzF+2gSGTuyP5JKw1lvRG3WcPnKeb95suR4d8FrbJqck8OibdzJ++nBkSebTF9P56vXV5Jwt5N9PfE5ddYP2xhhoJOeMEvDJsszGjRtJSkpi3vx5Ptf6vPnzSEpK4uetW3j0jTvpN7InANmn83n6plc5dzybgCAjf/n3PVw2UxHYNyUZDruDdx7/jA1LlEmDmx6ZzbX3TvMp/REEgcTuemKS3FnIEgd2q5/z2bL3wK+GwdQw6ZJx4Ah11TWYgoPoNbg/lnozZcUlF6/3mj2H/POFPuce3A32th7j2Tvf5PEbXmLneqXBXu+hPfjLW0qDvctnjHJPJjUIxX+FW7Rf+GQ7kCnMtnL+pMWnVLHZOjSIxz3XvM7gf8JKRsIh2X2+G2Z7LRX1JS2O31QQ3hSiKPLKK6/wz3/+E4B//vOf3H333bhc7TM38ThRNe447kFYWBg1NTU8+uij9O7dm1WrVrX7e92B/w50EI0O/M9ixowZiKLIgQMHOH/+/CWNEWqMxKhtmNnS6Rs0Gi1BEASmzJrINz99xNxblXKqret3sfDqh1ny0WpcDrlVUbi/GS+1RqRzz+ZiUJtVIRpanY7Lpt1EQFAIdTWVbFnzBcW5NX7JRtPSKQ+CQiJI6qY0uDtxYFuL+9cWOqf0R61Sc9vtt7erPOS2225DkiQs9TVcPvFy8nJzWbLEV/C5dOlS8vLyuOKKKziyazllxVneMRxOK6eOfkfmsbU4nVZMQTH0H34zEVH9cTkgJjGVkPAEJJeDg9sVFySHXeJ8hpmibDsul383nYrSc2SfVc5DUtexlBQqVsmeMoTImF4MGnkbCZ0UgnD+9BZcLt/a9oCgGHoPnoUoqikvPsepw+tAaB5RCIJIYqexdEm5CkFUU115nowjX2G1VLRw5nwj81ZjIUHR5TQ1AWiyCCqVUiIlCI3E1YIiwm7tuW+31ZJ5fCkOR73SCTx1Fiq1FgQICo5i4MgbCQ6Nw+mwcmD7t94eKMoZouG8u4+nKekwBoQwYMQsBo+5loCgCBwOC2czNnJo1+eUFua27MLVCCq1/zMUnajjrr9dR3yXGGoq6wiLVrRC67/5hV0bDjZZ2h3uyRL5bqIR3yVasZN9agFz/3AVAN9/uYXHFrzI2WPZ6AN0zP3D1UTGhVFT4SvMveNv87n2gWns3LuN+fPnM3nyZObPn8/Ovdu4/sEZvLPuWfqPTEUApQP1bW9QXlxFbHIUz372IL2HdveetsZXgLnOwkv3fcDuTYdQqVX86YWbufLaCS2em7jOegwBIvU17c2iNTodvwJ6o+DNRsqSxN4tCikaMn40arUah3t2+1L1XpZ6hajbbQ42r9jJI3P+wcsPfMDJ/WdQqUXGXDmUf379F5764D4GjundguhY8NrQ/tZQRN9mCs7b3FmL9pVYNZ5w8re0ICgicbvL5jNJVmkppc7mvyzQnyDc37h//etf+eCDDxAEgQ8//JBrr70Wm631CZG9e/cycuRIbr/9dioqKujZsycff/wxs2fPBqCiogJRFDEajZw7d46ZM2cyceJEjhw50uq4HfjvQQfR6MD/LKKiopgwYQJw6VkNWZYxaIwEaBVhmqd0ymZtO8VrCgrggafv5uO1b9B7cAo2i41PXvuWe6b/mSP+bBi92/T/wA8MVROd6Gun6OlQrjMYMAYEctnUG9EbTVRXlPDLuq8pLahvRjZU6pZn6VIHjwEg7/wpqsqL2zxGf9Dq9IyYNIsN6zcwbfr0VstDpk2bxvr16xEEgbQpU1jThuBzzZrVpKWlcWLfGpx2G1Vluez+aTGFOScAgc49RzFs/I0EBivWu3arhMMm07P/FSAI5Jw9yYn9mWSdsFCa50ByyTjsZqyWaux2s3cmzVJfSebx7wCIju9PRekZJDeJEEQ1PXpfTUrfqag1OhI6j0CnD8RmrSH/wl4kWcblbqbntMkEBiXSs98MBEHJupzP3NTijF14ZC969VuARmtSxOSHv6a6sjFJ9kTjTVYU/P8hiEq2or0NtSVXg1OVILptb4GWokqHw0zm8WXYbTXo9CGk9JmLWqNoilQqAa1BJDA0kCHjriM6vheyLHHi4DrOHP/Zew78Wqb6IR3hUZ0Yeflt9Og7CZVaR31tCYd3f8WR3Wsx1zVtFOgLXz2P8rtWLxIaqcYQoOfBV27HEKCn4HwRnXslAvDRs9+Qd64AmhD/6vJazLUWBFEgJikKj5tVn2E9CItyC1hlMAYaeOrj+5hx+2QmzR3jsz/DJvVn7NXDmHLteF5M/yvv//QCb6x9mg9++ievLH+CK6+dgDFQOY9rP9/M6w8vwmax02d4D5759EFikqI8ITCNP++qshqeu/MtTuw7jd6o489v3c2otMGtnpuaCieWeomw6NZ7kfzWc8yNsxlnT2ZSXlyKVq+j/0hFj6LR/jq9l8PuYNn733HPlMf58PmvKbhQjMGkZ+pNSoO9P/3jZjr3TGzHiG03+btYOGwSZ46aqSxpMhEj04R0+J51jVYgPEZ5BgkCfhsAeiaxZCTsLhuuRvqMkroC7E6r7yZlmYrySjLPnaKsrKzNbMKdd97J0qVL0Wg0LFu2jKlTp1JX17xxa0lJCbfffjvDhw9n7969BAYG8uqrr3L06FFuv/120tPT2bdvH5MnT0aSJMxmM2q1GpVKxZYtWxg4cCB33nknxcWX9hzqwP8ddBCNDvxP49eWT3n6XgRoTQRog9osnfKH5O4JvPLF33jkX38gNCKY/AuFPH3Xy7z40LvecioP/JVNNUZcZx3GRg9oT+mUp4dGYHAYl029Aa1OT1lxHtvWL6WsyOJDNgRBUITAcvP5s6CQSJK6KU5Wv0arEZvUjbFXzmfzT5tJTEpi3rwm5SHz5pGYmMiGDRu8+7S4nYLPRYs+xuVycmTPSvZt/QqruQZDQAjDxt9A99RxqDQqdEZ3h2lRwGmX0Woi6dJTCbi2rP6OgvOV5Gfv5+jeT9i79R0O7PiAvVvf4cieT8g9v5uTh5fjctowBcVitVRRW62UvBgCIhg44laiYnt790ml0pDcbQIAeRf2UFdd7e53gTsGFAiN6EKPPlMBgZLCo+Se/7nFB3qAKZreA27AFBiHy2Xj9ImVFObta3XivnmAqGgw1Nr26zc8DQFBEYMLgoxOLyqaDj/CbafTyunj6VgtFWh1gaT0mYtGG+DeHzAGimi0SkdqlUpDv2HT6ZIyCoDzp3dxdO8qJJcDgTb6MzQiHSpRRafuQxg86g6i4/sDUFxwku+/fZeTB7fj8pNBE4TmHcUFIDJe4xUixyZHcc9zNyj7lpFLfJcYbFY7bzy6GHOdb2CWn6WU7kXFhaPVabBabHzx6kr+fuubVJRUYzQZ0Bm0mGstvPnIYrIycvn+yy0+Y5zPyKO8uAqPbiswJIDIuHACQ4zez9LpcPLBM1/xzZurkWWZSXNG8+ibdxMQZPTrLFWUW8rfbnud7Mx8gsICefLDe+k7PAXl1Mp+rzebReJ8hlKfbwpWEx6radYAE/cI/l+9dPphCGj4UPZuVu41A0cN997LDAFGIqKjLvrenZ6eTmCwiUfm/4Ol76+jprKOiJgwbnxoFv/+/jmuf2AG4dEXlyVR0GCD+2tgrnNx+rAZc1sZJNmtl3KTDkGAzqmGZjbRinGGpDQmlGkiSpFxSHYcLrtX61FUm4tTclJTXcOnH3zJlFEzGN5zPP16DiAyMpJevXrx5ptvUlVV1eKuzZkzh3Xr1hEQEOBtQFlerjzLHA4Hb775Jj169GDx4sUA3HzzzZw+fZqHHnoIjaZBIzdkyBA2bNjAli1bGDlyJE6nE5fLhUajuAJ+9NFHdO/enRdffBGr1ep3Xzrwfx8dncE78D+NoqIi4uLikGWZCxcukJycfFHr2502cqpOe//OLcjh8v5Kh+rtWd+366FTZ6vxZinqa8188fYy1ny9EckloTNomXvnNUy/aTIarcbtp96GQ4jZRcb+OiQJMg4dZfVnXxPfuRPjrrzZu0xZUR6b13yOy+kgsWsqo66YTXi0jqBQJZAvLbBjrnU2mMg0ug1UV5awfskHAEyZdzch4RfvuuKB3WblfOYRzmccpKqiwfI3JCwSncFEcf551Go1s2bNYsmSJe0ed+7cuaxatQqn00l8cj9S+k1CrWnePEtGEV1LThBEOzs2fYDTYUGt1iLLErNnz2LOnDmEhoZSWVlJeno6y5cvd9sLq1Fr9Nitymy5KTCGvkOvRxRVyrNcVkTdkgQul0Tm0SXU1uQRGpFCt55TlR0QQKtriNyKC45x9qTiFhSXOJL45NE+e9sYkuQi+9xPlBUrJVvhkal06nYFokrjt1bK6VCa2YkqAbVGEXz7G7clOJ1KJkZydx7X6ESfTIAsybhcgrs7uZ3TJ5ZTV5OPWmOgZ99rMRjDlEMWld4IOr3/Wq2C7GOcOPg9siwRFBrLoJFz0BlMviVUbaC+1gUS1NUUcS7zRy8RNAWFMmDUFcQl9/B+N9UagbjOvteGSg2pwwMalVQpG09//wdWfrQBtVZNQKCB6vJahl7ej/tfutU73sal2/jsxeUMHNubyfPHsfiFJZQWKCVuY64ewg0PzaS2so6X7v+Q0vxyNDo1DlvDdzokIoiqshqiEyJ44sM/+QS9itxGpKayntcf/ZiMg2cRRIGbH5nN5PljG7ir53+3qP7syWxeuvd9airriIoP56///gMxiZE+xyyAt/8LKO5hmYfqmzXls9S5KC2w+xJbLxtsAuFirAgaoNUL3oakeVnZfP32B0oH6acexRQc5F1u/y872PrdBnJzc9slCC8sLCQxMdGrHeiamszUmycx/PIBiq3zb4bWJ4RaQlWZg+xTVuU7dpFI6K4jMk7LD19t4YvXVjJqymDue+FWn2U8ZiMqQUQQVD6cQ0BEq9IiCCLHdmXy7P2vYLFYmT17NrNnz/beA5cvX87y5csxGo0sXbqUtLS0Fvdpz549XHXVVVRUVJCamsrTTz/Nc889x4kTJwAYPHgwb7/9NiNHjmzz+GRZ5rvvvuOJJ57g2DHlnqdWq73lt507d+bll19m1qxZ/5FStg7859CR0ejA/zRiYmIYN07pLrtixYqLXt8l+wb9IYFh3t/tbXQCB9xdXxse5AGBRu5+/GbeWf4CvQf1wGax8+WbK7h/9t84tPN4u9yG9EYVCV2VWT+bRZmN1Bt8LXAjYhIYe+V8RFFF7rmT7PvlOypK7N7MRjOdRqM/g0OjSOyiWAxebF+NptDodPToO4zJ8+5i5q2PcM319zHz1kdIm3c3o6fMA7ikBn9z587F6XTSvc/lpPSbpGgC/EBAQKtVERiqwmpWExLWE0EQuOKKieTlNdeCLFmyhLy8PNLS0pAlh5dkqNV6eg+ejyiKSLKM0yFjs0k4nTKSpMxKJ3W9HBCoLMukpipH2X6T0xwd15fOPSYCUJC7i6K8fX73GgREUU2nbpNJ6qKMW156klPHlmBvoeOvZ1MabWOS0TBea5BlJfCUnAqhEFVKMO4zviig1oBK4+LcqTXU1eSjUulI6T3XSzIUJysBrb7lR0tccl+GjL0WjVZPTWUhu7d8Rm11SXt20wuP9t0UHEO/YdfTd+hUdHoTdTWVbF+/lK3ff0NNZRnQtGxKQUSs1k0yfMtTZt2ZxoAxqV77WrVGxb7NR1n3RUNGwiMELy2o4MU/vUdpQQXhMaH8+e27uOfZGwgMCSCuczTPfPoASd3jfEjG1TdexjOfPkik2/r2H3e+485sNCAvq5Anb36FjINnMZj0/PWte5iyYAKCIDYrlQI4uvsUz9/5NjWVdXRKSeCZTx5sRjLwHKmnXE2WuXDK0oxkgFLSFJmg9e2x0l4jqnbC2Dib4dZm9B460IdkAPQZNgi1RsPtF6H3AhgwujfPLHqIf371F0anDUHVRqb04nHx2Y3iHBvnT1wayQiP1Xgdwhqf8qYuVoKbEbpkF07JgUtqMEzwlFLt3XqIx+58jrHjxpGbm8u3337rcw/89ttvyc3NZezYsVxzzTXerLM/DB8+nK1btxIdHc3JkydZsGABJ06cIDw8nA8//JA9e/a0i2SAQpKmTp3K4cOH+eqrr+jatav3M1epVJw/f545c+YwYcIEDh5sqp/qwP9ldBCNDvzPwxPELlt2cR15QSEKjaHXN8yMtqd8yunyT0a6pCTz8pd/58EX7iAkPIiCC8U8c9frvPTw+5QWtiQAbkBkvI7gcLVXDO4pN2iM2MSujLpiNoIgkJVxiMO7NnnJhlortBojpA5RekTknjtJdUXz5oPtgYzsfSoKgoBOb8QUFIJOr5SHVJU1uEddquDzzPHNbF77GptW/ovNa19n6/p32fXTIvZt/YpDu9I5tn8tGYc3cmTXz+Sd20VV+QmmTJnCmjVr2tCCrGHKlCmI7pqbzikTEdB6dRcuP9aqRlMUkbH9AMjJ2qKQRj9xSFzSYBI7u8/vhV8oKfKIHpsHkYIgEB03iJQ+c1Gp9dTXFXHy8JfU1TS3q1TIQWvBT8tBkdMp4XIq5TWiCCq16HccWZI4ffw7qisvIKo09Ow3G2NglFtwrpRraXVim7PcoRFJDL/sZoymMKyWGvb8/AWlhf763fgfp3HvBUEQiE3sw+jJd9EtdRSiqKIo9xzrl33AoZ2bcEmNxaoygiATEa/GX5QsiiJ/eP4GohMVq9uoeEXr8+3bazmx7wyyLJNxQNnPvHOFirZowTheWvYY/Uf5+v8HhwUSHh3i85rBZCA8JoQnP/hTI7LxtpdsHNmZwVO3vEZJXhlRCRE89+nD9B+ViiCIqAQVYpO6ph3r9/Pife9jNdvoPawHT354L8HhvsF6Y3hKqAqz7VSXtxy4G4xusqFqWLNlXDzb8HQDLy8u4ezxDBAEhl42ttlyeoOBqTfNZ8OGDUxvh95r48aN3PHktTzx7z+ROri79xr+z0yAt0+7IUky2acsFJy/NOtWY5BIQreG507TIpTGLlZK+VSDNbUkSzglB07JiSTL1NbU8+LD7zB5chqrV7Wuh1u1ahVpaWnMmzevxTIqq9XKihUrfN43GAwsX76cO+64A1VrDhQtQBRFrrvuOp8u454MlSAIbN26lSFDhnD77be3eD104P8WOohGB/7nMWvWLAB27dpFXl7eRa3bNKOhVqu97iSiU+NvFR84pZYfLqIgMHHaWP699h9MveEKRJXInh8P8eDMZ1i5aL232V9L6NTTgN3mEYM3LxsCSOzai6ETlDKeU4d3cfLgdipLHVjrfWcymz4qQ8KiSeis1HdfigNVY5Lhb3yAwpyGwPJSBZ+NR3Y6rFjN1dRWl1BZlkNp4RkKc46Tm3WAvAu7yM/dgSy7WLx4cTu1IIvc9f1aaquKyT2/m5KCQ5SXZlBVcY7a6nzM9aXYbbW43DXQCcljUKn1WMyllBYdaTHoj08e7rWzzT67ifLSjFb3JygkidQBN2AwRuBw1HPq6BLKio832l8BtaY9t/PmZMblknHYlM9LEJTSp6aaBnD3FMlYT0XpGQRBRa9+MwkJT0BnEAgIVCkkR1QIR3sQEBDG8MtuIiwyGZfTzsGd6WSf3e9nyUZdDj1H4WcTarWWLj3Hc9m0O4nr1EMhRUd3s/yjtzm2dz+S5EIGQqM1aHTNx/TuV6CRB1+5HZ1BS8GFEhK6xiBLMm//9VP+9af3yTunEOTIuDD+tvh+bnp0Nnpj8+/f8T2ZHNruNn1wbyr9ve9Z9I+lhEYGNSMbKz/ewEv3f4ClzkrPgV15/rNHSOgSiyiK3tlzURC9ge0PX2/hncc/w+V0MeKKQfzlrbsxmvw392yMylIHRdltWyfrDCLRCdoWHbs8uFiaodYI7vMPe7co95bufXoRHtU8CwPQuWcPZi28kc1btpCYmMTcub56r7lz55KYlMgvW3/m8Xf+yMSZo/2O859Dy9kNp0Pi7FELFcWtZ2NagkYr0CXV0CRD6d5qk+255WDu8luXottw6/A8Df1+WrUNm9Xe7gaIH330EWazmc8//9znPVmWWb16tbdcymazMWLECHr27InFYmHatGls3fors+EajbfL+EsvvURYWJhPRm7x4sX06NGDF154AYul5T4gHfj/Hx0ajQ78LjBmzBh27NjBm2++yX333dfu9SrNpZSbfftB9EsehsVsZfP+7wmNCcLs8F/KIkku6u3+3/NAlmVsLuUmmZWZzUcvfE3GQSUAj02K4ra/zmfAqNQW13/vb1+zefU2Rk66jE49xrW43KnDuzi0cyMAQ8ZdRdfUIdgsLvRGT0TZ3MK0sryIjcs+AuCqBX8gKDSi1WNpdFTNxvL3EF6/9AOqyosJMAVx1ZVpLF26tJ3jw7x581i/8WeGX3YbsuzCabfhdNpwOKw4HTacDiuWegvmOguSy47TaaW68jQzpk+9ZC1I2xBQqXUIKEJpBJHg0GR0ugBUah1qzz+NHlGlRZa1lBYdobJM0QB17TmNsIgerW7B5bKTdfoHqsrPABAdN4guKZehUqtwOZVMS9OGjK1BciklYJ7mdyo1iCqxWWmdLMucz/yJwrxDIAj07Dud8KgeaLRKqZQgCMiyjNYgIjn9dQ9v4Yy5nXNOHtpA/gUls5PYZRA9+1/RxG5UbCQTkLHbpIYu7gI+BgkAphCRsqIsDu3cSG2VIlKNSYxn4qxruGx2SiMhcsv7uXvjId5+7DNlvGAjddVmn/ff3fR8k6ZuDWO5nC7+PPdfFOUo2cAF901Fo1Xz5atKj4B+o3py379uob7GwnN3vk1ZQUMWc/y0ESx8fD4arQZRbJ4dckkuvn5rFWs+/RGAKQvGc9MjsxFFwZ2xaPGQsLiFyJLL/3eyKWRZ0TiV5ttxtjLvcTElREGhKkIiNdRWVfPB868guVzccP/dxHVKanGd4rwCtq7bwvnMk6hVKp/vY2h4JFddP44r5o4mILBlouUhmv9ZNGg3LHUusk5Y/PcmaQcEAbr1N2IK9r22132xma/eWMWYq4bwh+duali+HTa8D8/+B6OHjWXJt+2/B86fP58jR46QkZGBIAhkZmZy//33e0uq4uPjeeWVV5g/fz41NTVekqHX61m6dClTp069iKNuGdXV1bzyyiu8/vrr1Nf79khJTk7mpZdeYu7cuR36jf+D+K0LFzvQgf+TmDt3Ljt27CA9Pf2iiEbTjAaATqfDYrZis9kx6ZQyBX9kwyG1reHwiPdckpPEbnE8s+ghtn+/j89fX05hTgn/+MPbDJ84gJsfmUtkbFiz9R3upm5aP6VTjdFzwEjsNgsnDmxj/9bv0Wj1BIcqGQuFbDRXe4aGxxDfqQf5F05z4uA2Rk6c2ebx+CMZ/mCuq/Ha53ZJHcwKd4O/9go+V6xYSbfeE9zBqIjKoEGHybMH2MwSapWLoGAQRQGHw0xp0ZFL0oKkp6cTGdMfWXLhcimExuWy4XK6/7lsbm2NjKuxdaQsUV3R/v4t506tIUtUoVYbFGKi0qFSu/+5f1erdASFJCMAleVnKC44iLm+kG6pU9Bog5Cl9t/SXU4Zp6OBZAiicj36q3bIObddIRlA99SrCI/urjhSNdI/qDUCpiCl67fdJmE1SzjtbVwMMoiiit6DriTAFMbp41vIzTqIpb6K/sNnNBL4S8g0dL/2N8OrDKdsr77aRVR8F9Lm3klh7kH2bfmZotx8vnrzA3LPDWPBvVMJiQhCblHlDCMmD+To7lP8snpPM5IRGhncaufoH9N3eElGt77JXH3DZYgqkYjYMP79+Occ3XmKZxe+xR+ev5GwqBAv0TAFG5l91xS0Og2i0PyDcDpcvP/sl/yydjcAC/40lem3Tm4oEWp0DpqvK5F1wnJxGgEBNFqR6EQtJfkOJfPlFw0y9bbgsbU9sHUnkstFQpdOfkmGLElknTrDvi3byDnb0DcnNDKebr0HEx6dgFanQ6czkNLf1CrJ8B7Mf5xqCIgCVJU7lCZ8l6DH8CChm64ZyYDmpVPtRU1lHfnnC5nz4sXdA2fPns3SpUvJzs7m3Xff5Y033sDhcKDVar1dwj2N+IKDg1m/fj0LFixgzZo1zJw5k8WLF3PTTTe1sZW2ERwczHPPPce9997LCy+8wLvvvovDoTxjs7OzmT9/Pm+99RZvvPEGQ4YM+dXb68Bvhw6i0YHfBWbNmsUDDzzA9u3bKSwsJDY2tl3rNdVoQEPTPptVCfJbIhvONtyjPFCJapySA4/V5dirhzF4fF+Wvr+OH77Zwp6fDnNoxwlmL7ySqTdNQqNtKNky1yrZkMCQtksm+g67DLvNwpnj+9m9eRWDx8wmLKIbQKPMhi9Sh4wj/8Jpcs4cp/fgcQSFhLe6jfY+Az1lU+HRCXTvM5TTR3Zx2223sWbNmlZT+k6nk9tvX4hKpSYuqW/z7SNjqZMw1yifm8eW1dMD41K1ILEJQ9HpQxrqE9xbA4+9pAOX047LacXpslFblUd+tlIWEps4CJVKg9OpZFpcTiXD4nS4SYvThuQmpbLkwmGvw2Fv7kvfEmqrCzm06xNAcRXyZE8asih65XdNw2uCoEMUtd6fKrUerU6LSqVHVPlmRPIu7CHvghLYdul5BdEJvdEZBJr2NzOaVN6AV6sT0epEnHYJi1lqMUCVAUFWCE7nlBEYTaEc3beGsuIs9vz8BYNGzcUQ4O5N0YhsiI0+B8HbN7kBkgz11RKBoSJDJoym34gBbPt+E8f3HmTrd3vZt+UIMxdOYcq141FpVDQNQF1OF99/uYWdPxzwvqYP0GF1N4ELCPL3fVMC2brqer59ey0Aao2aP/7jJu85HTKhL09+dC+vPvgROacLePzal5FcElq9Br1RT01FLf+46x2eWfRQMwtWq8XGa49+zKHtxxFVInc+eS0Tpo/AN8BXeuQ0q+OXZM6ftPrMrsuy3Obsr4CSJVGpBaISNJTm++8e3l6aoVIrjlM2i5XDO/cCMOxy30ys0+HgxIHD7P95O+XFClkTBJGkbr3pOWAkYZHN791FOXbiOzsICmulnFU5Me3Yy1+HkjwHeecsv4rShMdqiIjzb3DhxUXO3FstyrV7qffAYcOGUVqqfB5XX301b7zxBt26dWu2vEejcfvtt/P5559z8803U15ezoMPPnhR220JUVFRvPHGGzz00EM888wzfPLJJ97rfceOHQwdOpSbbrqJF154gfj4+N9kmx34deggGh34XSAxMZERI0awe/duVqxYwR//+Md2reeS/RANnS/RAA/ZkDE7lABR8TVvH9EQBVWziTajycAtj8zhsukjWfSvJWQcOMM376zh5zW7fcqpzHUK0UjuHkJlSevPUUEQGDz2Kuw2K9lnjnNwx0oGj14AKE2rdIbmJTdhEbHEJXenIPsMJw9uZ8Tl01scv0VPfT/PQw/RiE3q1tDg74dvmTZtGosWLfJLBAsLC7n99oVs2LCBXgNmIap86+JlZMw1Lix1ip98Y52B6LZQulQtiEqlpXk41WAxqlLplGV0ysxeYGA85vpiKstOU19XSt/BC5oFdU5Hg6jc5bRx+sQq6mpyEUUNiZ3Ho9YYm2VOnE4bkmRDcv/usJux2+ppID0STocFp+PSa5ZVKq2XkLgkJzZLFQCm4FicjlqK8vai0epRa3RoNEopmN6gxxBoQnDqUKkaGr+ptSKBWhGXU8ZS72ozSI2OT2GY8QYO7UynrqaU3Vs+ZeCoOYSEeQIGSclCCJ41Gz4LwT2a51WnU8ZcK6FWC2iCApm1cC7z/jiBz15azrkT2Xz95mq2rNrFjQ/PpP9oT3mizIVTeXz07LdcyFT0XL0Gd6Uwu5SqshqMgQbMtRYKLpSQc6aApO5xTY4EPn0xHbtVIY63/HW2V1DuQdfeSdzw8AzeffJLJJdiGHD9/dMZMLY3z9/1DsV5Zfxt4es88/GDXrJRW1XHP+/9N2eOXUCr1/DQS3cwaGwfpc8CzfVWTc9yfpaNuqpLn16XURowRsVrKS1wYLNIzRdoR9xrCFDI6OGde7HbbETERNG1l1IuaK6r59CO3RzavhtznVIao9Xp6DdyKImdhqA3Brc4bl21k7wsK71CW246+J/OZ8iSTM4ZK+VFDrzXoyC33iPGDwKCVD7i72bbcf9sXFKnWBe3/gHo3Tq+S70HlpaW0q1bN9544w2uvvrqVtdRq9V88sknhIWFeUlBeXk5zz333G9W2pSUlMSiRYt49NFHeeqpp3z6rXz++ecsW7aMxx57jIcffhij0fibbLMDl4YOotGB3w3mzJnD7t27SU9PbzfR8EcWdHplpslm8xVUmnTByDJYnHXuDEU70Qo7SO4ezzMfP9hiOZWHaIRGBoCkoaK09e0KwPDLpuOw2yjIPsOhncsYMvY6IAZk0Bmbk43UIeMoyD5D9umj9B48lsDg5iVcTcXfrcHlclGUp5RCxCV3Q5Zl6mqqkIENGzaQmJjIzJkzmTt3rtfbfdmyZaxcuQqVSk3/4XMIMCVjrZfQ6BSNADLU17iw1EteUXPjPhKSy4lWZ2TZsmXMnTu3fTuK0vwrwBSBSm2grUiq8YNfFiCx83iqK7KoqcylvCSTiOieTVfwQqXW0aP3LHdvijzys3fQs98CDMZwn+XVGqFZwy6H3UzGkVXUVCmBcUzCQCKie+Jy2XE5be7MiVUhJjar8pqbvDidCmlxuWzea93lsuNy2ZvZ6NZVF1JX3bbLiyiq0Gh1aHV6NFo9Gp0OrVb5Xa3VIaBkUjx6FbVWh0at85KXoJAYhl92M4d2LqO2uoR9v3xN36HXEBOvuDrJyL5N5XxOR8OnoPRQgfoaCVOIiqhEDaFRyTzz6QNs+24/376zhsLsEl667wMGju3N/D9dw47v97Puyy1ILomAICM3PDSDsdcM5cKpPJ657U1vBlFySbzx6CKe/+IRbwdvgPOn8ti1wV1i1q+TO+Pgiy0rd/HJP5chS7I3S/LZKytQqVU89cG9PH/X2xTnlnrJhuSSeP4Pb1NwoZiAICOPvf1HUvp3cZ9rEZfUtBmfb1ajrNBOab7/+0K7shruRICMkiGMjNdQXuhQvmu+ozX9MJrBaFL0Ffu37gBg2GXjqCyrYP8v2zm+7xBOdylMUGgIg8eNot+IITjtWiqKW7+vOewyVaUOKoodhMe0kQn4D8DpkDh/0kJtMzLnzgm1k+VotAKdU/UtlgYCLTwv2g7eg0ICiO8cS/ry9Iu6By5btgyNRsPf//53Hn74Ye9EW1sQRZHXXnuNyMhInnjiCf7xj39QXl7OO++84+NGJcsy5eXl1NXVYTKZCA8Pvygy0rNnT5YtW8aBAwd44oknvNoRi8XC008/zQcffMDLL7/MggXNJ3s68P8GHWLwDvxukJ2dTadOnRBFkYKCAqKjo9tep+I0DsmXUMyctIDjR07y0df/ZsIVzS0Za63VlJuL2my854Eku7A5bd7yqZZgrrN4y6k85RZqjRpzrYUXvvgztRVhFOfasPjxxvfC7ULidDr4ee1XlBXloNEZGTbuBoyBYQSYVH7Jxtbvv6Ew5yydew5g+GXTfIdsg2QIPuVGUJx3ni1rv0BvCGDy3DvZ9/NaHwcqUVQhioKP4FOtVtO552ASOo9Co9HjcslKDwAZBBU4bTI2q+TdD1EFoghOp42ivL0UFRxElpyoVCry8vIuovlXEvHJY4mOGwTemfSm8tzmUYTnr6L8neRm7UCnD2TQqIWoVA2lHS5J9tUwyMr+Zh5firmuGI3WRK9+C9DpQxQ3J43bStPPs1KSXGRlbqbIraMIj0qhe+8r3ZkYlN4f9obPSZZlXO7Tq1Irs6GCKAFKWVd5yVmyz/4MQHBYEpExXXBJdrfQXikBczpsOBw2L5lx2H+7zr0KCdG6x1ec2wKDowgJT0Ct0aPR6JEkjZesBAQaULuzKxqNzpvBUmsgOFxNXBcdA8ebvLa4AmCus7Ly4w2s/+YXXE7fAHH4FQO5+dFZjaxiZbau3csHf/8aUDKO5joLg8f35YFXblOE2LLMA1OfpaywErVGxVvf/91HxyG5JL5+cw0/fKWc15Fpg7jtsbl89vJytq9T3Lam3XoFE2eO4h/3vENJfjkRMaE47E6qK2oJjw7liXfvJbFrrPsYBFSiBqdk9yN0VrpJ11a5OHvE3GbFUOsBmOzuTt0obyTLlBc5Mdc2Om9C829GY4gixHfVcWzPAdYvWYHRFEBsUiLnMjK9wXN0QjxDLxtDSv8+3mC0OMeOvUVtSANMQSpik3X0Hh7YYqDurxT218JqdnHumEW5/7SK1vVrLYm/m2LtZz/yzVtrGHfNMO5+Rulm35IQXLldid7Gjuu+2syXr6+86AaIf3z4Tu7/870EaAMJ0AZi0JhQ+bOmawEffPAB99xzD7IsM3/+fD7//HPMZjOfffYZ7733HpmZmd5lU1JSuOeee7j55psJCQlp9zY8+OWXX/jrX//K7t27fV4fNmwYb731FsOHD7/oMTvw69BBNDrwu8KwYcPYt28f7733HnfffXeby2eVn0RqUj517TU3s3/PId755DXSrpnUbB1JksirzsLhattCEsDhsuOSnTglZ7sa9mWfyfeWU3lw19PXEx7ZF4dNpjDbiqul56ncUFpis1j5cdXn1FYVoTcEMWT89RiMwX7JRnlxHj+u/ARBFLn62j9iCvLU+bYt/m76ADy0cyOZR3YTFd+J6vISbFYzgigiS8qxj5g4k90/rQRg+MQZ5Jw9QWH2GfoMGU98p1F4TpHTKWMzu7CYJVwOWbFmFQS3RauL0qIjFOTsxulUZqEDAmOxWSu4YtJE1qxZ3aYWZNq06fz442b6DL4dtdojtm8ol/LMHDec2waCIaPsj0rt4uDOj7BZa0nsMprkrmMafRSKe1Lj9QEcDjOnji3Bai5Hpwum96Br0RsDvcFCS7GcLENBzmEunPkRWZYIMEXRs/9MtNognE5fMuhyyciSh5ApA3rco6oqsjl5KB1ZdhEd34e+Q692Oxr5R3CYGrVGQJbB6bBjt1lx2K3enw67zf27klGx223u15Vl7FYrdptCXqTfKBAURbVS2qXVoTPoMQUZiU4yYQo2YAw0YDQpP9UqFdt/2EfmoQaxsdGk56ZHZzPm6qE+167daufW0Y8CoNVpcLkkXE4X8/90DdNuncSqRRtZ9u73ANz+xDwunzXKu66l3sq/n/iCQ9uUjslz7r6SGQsne926ln+wnpUfKTOxI9MGMe+eqTy78A0qy6oBiEmK4u8fPdCki7iIWqVGkmVckqNZEG23ucg4UN+2IJ/WiUbDRIJvxkKWZSpLnNRVN2y3tXGMgSpCI+CD51+hrsY3W9Y1tSdDLxtDYtfOPmPYzBIlLWRjmh8DJHTVk9TdQHSi/1n335po1FQ4OX/S4revjn+0XEqV2F3Xti4DWPPpJr59e62XaChlU773a6ERuWiM+hozf7jqKSaMm8Dq1W3fA6dPn862bVv5+dB6gnyaKQoYNAFe4qFRtZ3lWLp0KTfccAMOh4NBgwZx9uxZzGbzr+pM3hJkWWbdunU89thjHD9+3Oe9BQsW8NJLL5GYmHjR43bg0tBBNDrwu8JLL73EX/7yFyZOnMiPP/7Y6rKyLHOu/Hiz12+ecyc7f9nNK+/9k+lzmteqWhz11NqqsDosbZINWZaxu6zIbltEVztLrmRZZtt3e3n7qU+9r6X0783l069BqwuiJN9P/w7ZV0UhyzIleUqzNHNdBUZTGEPHXY9WH9CcbAjwy3dfUZSbRZdeAxnm7s3RnttH0+Bj3Tf/9lqOAoRExKBWaygryqVTj36MmDiDA9t+4MzxfZiCw+jRbzgHt/1AeHQCIyfejN09cyhJMtVlvuJUGZm6mjPk52zHZq0CQG8II6HTWELCulJTlc3ZjJWkpaW1SwvSrdcMgkM7NZyEhoPySpG9/zd6W2l8J6DRipQWZ3Dq6GpEUc2gUQvRGxpqze1WyWvZ2viH3V7HqaPfYrNWYQgIp+/ga9FojW0SDZdTprY2j9NHV+NwmFFrDHTrOY3A4MRGyynZDKVHiNv5TCWg1gjUVOVz4tBSJJeDiJgeDBgxs5HNbHMVjk4nEuCegb30sgTl2rdbZcw1dmzWxhkT5WdJ4WmKcpWeFFq9idDwBBx2h1dQL7ls3t9/K4gqkaAwE0GhgV5Ho4wDZ70JLK84XICZCyezatEmZEkmrnM0//zmUdQaJYgrLSjnlQc+Ju9cIRqdhrv/fh0jJg9stCXlvP2yZg+Lnv8Wl0siNjmK4rxSJHcAGxUfwbOLfQXigiCiFpVtuCQXLsmJ5Gbhkkvm9BEz9bXOdpc0tvT5+RKNhv31oKrUQU2lp6Fa8/cBHHYbxflHObDtFyz1ioOXqFLRd9gghowfTXh0lN9tlxX4K9FqGeHRGkIiNPQZHui3/8dvSTRK8+3knr3ULJ7vBE14rIakHq07B3qw5pNNfPvOWsZNHc7df7/em81Q/omt5JRAJag5vvsMz/7xVa64YnKr98CFdyxk44aNfPj1O4y9bJSf0RqgUekI0AYRoA1Erza2eC15Gi/a7XamTJnC4sWL/WZWioqKWLhQuQd/9913l0Q2QJn0W7JkCY899hjZ2dne17VaLX/5y1/4y1/+QkBAwCWN3YH2o4NodOB3haysLLp27YpKpaKwsJDISP9NogBckpPzFc0bqd15/Z/YsnErL7z+d+beMKvZ+1WWcoU8yGBztk42JNmF3f2+DLhczmbizpZQX2vhlrEPASCIArIko9ZoGHXFZXTvPQJzfZObvdw8UKwud1BfU8PeX77AaqkhMDiaweOuRaPRNyMb5cW5/LjyUwRR5Jrr/oTR1LI4szEaP3Ryz2WwY2NDh/ZeA0cRk9iVLWu+QBBFrlrwBwKDw3DYbXz/7btY6mvp3mcIZ47vRxAErlrwIA6bDsklU13hwGlXAmdZgvrafArytmKuV3QEao2R+KRRRMb09c74yTKcO7WO6srTCILAzFmzmDtnThMtyEpEUUPnHlf7kowmWoCG/xte88RZHjG6VisiyzJH939NdWUuEVEp9Ow/w7uGwyYheT8UudFI4HLVcOzA19htdQQERtFn8LVoNK2IRGUlwEQAh72Gk4dXYq4rURx7ulxOVOwAoCGb4SmZAiWbYa4r5diBb3A5bYRFdmbQqDneEqQmW/LObQeFqxs0I22Uzvgbo8lhI8syTjveLFVjlBVncXTPKpxOG4aAEPoMnoNWG4aoAn2A0m9CEcPbvURFpbFjDHKh1jiwWayoNHZcrnqO7jpFaYFCdtVaNUEhJpwOJ/W1lmZlVJcKrU6DVq/BXGtBkmTUGjU9B3UhKiECo0mP0WQkINCAwaSUfgmiyLa1e9i3+ZhP2aBOp8VmsxMVH86zix/2kg1RUHnLVzz3DpfsRJZlLpyyuHUN7bObhvYQDc+Wmi9XU+GkqszZ7Bow19Vw+thezp08gMPecB+M75zMjFuvJyDQ1OL+OO1KB/OLgU4vEpOkIyZJR3yX5oG7JEktm1a0E7Ikk3fORmnBpXX6bjQSMhAQqKJbf/9N+fzBQzTGTxvO3X+/wd3Esa3eOQJqUYNebUAQBFZ9/gMfvvilcg9soodLX57OyhUrMRj0vLnolTZJRlOIggqjO9Nh1JhQiQ33kKqqKhITExk7dmy7HAZnzJjBtm3byM7OvqQyKg8cDgeLFy/mySefpKyszPu6R6x+/fXXN+nb04HfEh1EowO/OwwePJiDBw/y0UcfsXDhwhaXsztt5FSdbvb6vbc9zPq1m/jbvx7nhtsX+LwnSRJl5iIaXIBaJxuesqmG9V1+na78obSwgj9c+QRqjZp/ff0X3nr8a3LOnAcgNCKcQWOmEBXXyH7QD9Goq3Zht0rU15azd+uXOGxmQsITGDRmPiqVxpdsCPDz2i8pzjtP19RBDBnXuvOIB4IgILlcnDi4jRP7lW6xoqhiwtTriYxNZvPqzygtzKFr6iCGjr/Gu15e1im2b1iKIIoYTUHU11QxctJsDMZu1JQ7vRoDq6WCgtxtVFeedY+tJip2CDEJQ9FoGkoRZBmsllpOHF6MLDkJi+iN1VKEub4hu6JWq3E6nfTsdy2BQR5HIcHnR6Mj8/+ye8pbpRbQuLt119WWcHDXJ4BMvyHXEhKWrGhl7BJOb9mF7N5/RY8hCALm+nKO7fsGh8NMUHA8vQfP9eoumkKWlSBIkkFyKWVMF86sp6JMqX+OjOlPYufLkCUVothg/SuqwGGv4tiBr3HYzYSEKZ+/Wt16GYfOIGAM9K3TbmlG23N8/shFM7iDVYddwlov4WhU+lNXU8rBncuwmqtRq3Wk9JtBWGQy+gDRvarvtgNDVHTqZUClVkqUTuw7xM9r12GusyCqRK658XJm3TEFrV5xFZNkGYfNQcGFEtI/+J5DW5VSJ61OQ0RcGAXni0nqEU90Qjj7txxTMlcqUXGPAnfjxEsjKqKolLvMmjWrmRHCihUrkGUZlVpkyPh+hEWFEBBoxBRkIsBkICDIiCHAgN6kob5GoLJURKfXIaoU695fQzbaGyLUVjmpLHEiCAKVZUWcOrKLnLMnvCWRgSHB1FZVo1KrueupRzEFtdyHBGhWltVexCbr0BtE+gwP9HYg90CSpUvuQwFKxvD8SQs1lZfW6bspNFqBnoOMqLTtJeiw+pNNLHlnLROmjfASjdayiYIgoBF1aFU6b6neH2b+lfOZOUDDPc+D5K6JXHvzHOZdP4fANj6jtiFg0BgxagIJ0Abx3r/f55FHHrkojUhSUhKvvvrqRfW/agkWi4V33nmHZ599lrq6BgvxlJQUFi9ezKhRrZOqXytc/72iw3WqA787zJkzh4MHD7Js2bJWiYa/Zn3QYBPY1HUKcGcnGs1MC6BTK2UX/shGU/2HIKjA3fytLXgcp4wmPcndE7jl4bs5tOMQm1evo7KsnJ9WfUVC554MHJ2GKTDY74ieCeuAwHAGj57P/q1fU1Wex9E9q+g/Yhb17nuxziiCDL0Hj6M47zznTx2m18AxBAS2kdUQoLaqnF0/raSipMD7cq9BY4iK60RR7jlKC3MQVSp6D/b100/o0pP4zinkn8/E5W5LXJB9lqjoTricipahKG8nZSVH8cy0hkf2ITZhJBqtMlPqcnrKg0CSoCBnB7LkJMAUR1KXyVSUZZCTtR4EFT16X0tR7i5qqs+Rd2EbPfvOb3iItGYC0+zthoBacrv6mAKjiE0cSGHuQc6e+pHBI25FEEVEEQSXZy0BtRqfkg9jQDi9B8/j2P5vqKnOJ+PwKlIHzkZsQYgpo4i+FctdDV1SrsEQEEV+9jZKi45gqS+nU4+p6PUNdo8Oew3HDy3BYTcTGBzNwFFz2yQZgqA0XhME36oaWfaQjebnot0Tye4TqtGKaLQiToeM1axY45qCIhk+4WYO706nuqKAk4eW0S11Mp1SBni31phsmIJVqNQC1RWVbFi6iguZiq4pqXsCd//9Wjr1bFynrTRb0+m1dOqZwCOv30nm4Sw+f3k5F07lUXBeaTDZvW8nbnt8Hj+mb+eTfy7zkgyACTNGcOPDM1jyznf88NUvAKQM6MIVc0djtzux1Fmpr7NgqbNirlU615fklZFztpC0tDS/pSRz586lqKiI2267jfXr17Nr08F2nkjQaLXoDHp0ej06g2JD7Pld+WlAZ9ChMxjQ6/XojAb0Bj1avbKsUv7V5OJvwUHJFKwi99wZ9v+8g+L8897XI+OSGTp+DJlH9lNbVU2foQPbJBmSS6a+5tIIW121E61OS0G2jeQeTfudtNP+yQ9sFolzx82KCcVvAEGAzqkGNDo3GaRlUtegt1Ay1wAWi43aqnqCQ1s+l6IgohF1aFRaBEGgIKeYFx99x0sygkID+dPjdzDqsqFYLTaMAQaCQgIxagMJ1P1akgEgY3HUY3HUU1ZfyNv/fovZs2e3i2QAxMbGMmvWLN59913uvffeXx3UGwwGHn30Ue68805efPFFXnnlFRwOB5mZmYwePZorrriCjz/+mKQk3waSVVVV/xHh+u8FHRmNDvzucObMGXr06IFKpaK4uJjwcP9N6OpsNRTVZjd7/cmHnmHJF8t54K9/4o8P3+nzXrWlApureQ8DJbNhxuFqSLdLsoTd1bzGt72i8IyDZ3j6tteISYzk7bXPcmJfLdZ6CZvVyvb1P7J/605kSUKlVpM6aAw9+49C1SRVbbNK1DeaNawoy+HgjiVILicxCan0GToVQRB8Mhtb1nxBScEFuvUewuCxV7a4f7Isk3XqEId2bMTldKDW6JBcTiTJxZR5dxEcFsWmFYuoKCmgR9/hDBrTvA7XXFfD99++i9OhnDetLpDU/rdQXHCQ4oJ9SJLyelBIFxI6jUNvCPc+iL0QlId6fW0Jmce/BKBH72vR6UPJOPopToeZ2ITRxMQPx2qu4dTxT5BlF116XE14VC/vGP4h+PlNCWU0GsGbNQBwOqzs3/EBToeVrj2vID5pMJKkCMIFAVQafx2vlWOpqcrn+EFFOxEW2Z2e/aY3IRsykkvG4ZCRJFlxp2qEqopznMtch+Syo9UG0j11JkZTFA5nPaeOfoPVXEVAYDhDx92AVte257w+QMRo8t2+3zL+X/F0aRpUuJyK05jNKuFyOji2bx0lBUppY6cew+nWe0KjDtnKz5RBBk7s38O27zfisDtQa9SMTpvIqLRx9BoagFrTtFxCbkQclaBUckn8vGYPi19YguS+toZc1o9r75/GM7e9QU1FHY0Wp0tqElknlUBu2q2TmPuHq7xlGQ3dPhTU15p54JpnGT92QrtKSaZNm8aGDRvQG7UMnTBACchrzcq/GjPVFfVYLVYc9l9b1qNAFEWFlBgM6PRuQuImKVqDHr1ej0anoayohOzMc9RWV3vXTejci14DRxIenYDOWMVnr74FgsDCvz5IWFREq9utrXBRVX5pWQNRVEThgijQe6jJpxmpLMteHcvFoLbSSdZJCy7nbxcuJXXX+xF/K1k18CUXoFwrv6zdw5rFm6iqqPGuEd85livmjGHC1BEEBHm+uwIqUYVOpUclqrGarXz74WrSF3+H06Gc126pnXn1i2eICGtePqwRtYQaWy4rvhRUlFcyvOd4li5delH2ukuXLmX+/PmUlZW1+Ky+VJSUlPDkk0+yaNEiJHfmTRRFFi5cyKuvvorJZGLDhg3MmzfvPyZc/z2gg2h04HeJAQMGcOTIERYvXsytt97qd5lqawWldfnNXn/2sX/xxcdfc8+Dd/DQ4/d6X5dkmfL6whZrgJuSDYfLgUtuLv5uryj8wNZj/Ou+d+mamsy/vv4rJ/fXYqlreIiWFhaxMX01ueeU2UVTcBiDRqcRl9zdu4zTKVFT3kA0ZGRKi85xZNdyZFkiofNAeg6Y7CYbIjqjSEn+Bbas/RJRVHH1dX/CaGrsRqLAaqln389rKchWZpCj4jvRpecAdv+0CkNAENNuvJ+CC6fZtn4JKrWGqdffi97ov1779LG9HNy+3vu3Wm3wOkkZAqKJTxpHUHASKrVbpyDhQzZkQHLKZJ1Op642l9DwFDp1u5q8C5spLT6MTh9Kz743IYpqJEmmOH83RQU70WhN9B18m1KqdAlEQ6sVvHaqHhTmHuTcqU2o1XqGjrkTtcaAwy6j0bbs6uRBVUU2Jw4tQ5ZcRMak0qPPNd7AWiEZymcvS02zCgrqasvIylyFzVqFKKpJ6jqRksKDmOtK0RuDGTbuBvTG5p9lsyMWISRc3eTYGhMN/6Lhi0VLZViS29q4vtZJ5tGt5J3fBUBUXA/6DJmKSq1YCNusZZw5sYHC7FwAErt2Jm3+TMIilSA3MERNl766ZoTG8/1t/Mm6nC5uGf0ILqfLq4fy/PQgMCSA2iql0ZxKreKOpxcw9uqhjY+o2f+rP9lI+ns/XKTlciIul4vYpCieX/xnwqNDcTolMg7UYjUrNrcOhx2bxYLFYsFmsWKzWrF6fm/0z2pt9JrV9+dvFRpotEpZmsPuwGA0EtspEX0j4uLJrugNSqZFq9dTU6ZCpdGj1eqbTY60BxGxGgIC1YREqunau0HsK8vNs8htoazQTu4Z62/aVDwiVkNSs2yLm1y7mW7j839k50ne/Osn2K0OZs2axZxGurL05emsWL4CrV7Lgy/dzsBRvVGJGnQqHYIgsvWH3Xz08peUFVV4x9MbdHz201tERUWj9eMYJSAQERB7URkEu91BcWExhflFFBYUU5hXSGFBkfJ3fhH5OQXU1taxadMmJk1q7tbYEjZt2sTkyZM5f/48nTp1avd6F4OcnBzuv/9+Vq1a5X3NYDBw3XXX8dlnn5GWlsbHH3/8HxWu/y+jo3SqA79LzJkzhyNHjpCent4i0WjJatPTsM/epHTK4bS1KjRUyqiUGSeHy47UQmmWMpMltikK9zQPMwYqosems+GRsTFc96c7Ob7vEJtXfU9ddQVbv/+G+M4pDByVhikopFnzN4DImK70GXINx/atIe/8ITRaPd16j6e+TnFIiorvRGRsEqWFOZw6vJNBY6b4rF+QfZq9P3+HzVKPKKroP2IiPfoN59AOxb4zNknRjRzb9zMAPfoOa5FkAETH9UNn2IPNUgmA02lBqwsiNmEMoeEp7h4QnnOnzGhKsuD1/pclqKnOoq42F0FQEZs4FnN9CaXFRwBI6DQRsZFgMTJmCBXlJ7DbqinI2U1il3FNd8kvmpVQ+XlGx8QPoDDvMOa6Us6f3Upq/yuV/hXu/W0NIWHJpPabwckjKyktOolKraNbz8m4XLJiX9t4u023Lcno9eH06n89WZnrqKm6wIUzyueh1ZsYMubadpEMAEOA6CYZl1AWdRFoXoalQFQp2hCtQaBb6jgCAsM4fXw9JQWn2bf1K/oPm0FBzjEunN6FJElo9TomTL2S/iOGIDQSfNZWOSm6IBLb2XdW2VNc00CXZIrzynA5Xej0Wp759EE+fmEJZ49e8K6j0Wm8JAMgKNTEoHG9G43YHBUlVaxetOmiS0lmzprJ2jVrKMwp4cnbXuK5RY9SUaLBanZ5t6ZRa1GZVBgCjDSm3BcTLDvsdqwWC1azh3xYsFlsVJaVcf7UaYpyC7z6C5VajTEwALVajd1mx2axepvvNc6uWMxmsk5m+t1eSxBFFRqdHq1Wh8bdBFLr+Vur9/ueud5AXHIQVouBqHgNgSHKZyxcROWULMvkn7P5d/D7FVA6fzcI1ZX7faM+GO4fihOhxJGdJ3npgQ9Im6w45bVUWnf77bfzr/ve5cm372f4+MFkn8njvX98xtG9iltbVFwEDruDyrJq5i6cRnBoEGpRgz/IyLhkJ2pBeV+SJMpKyn2Ig+dfQX4hRfnFlJaUtYucXmpn8sDA36KUyz+SkpJYuXIlp06d4vbbb2fnzp1YLBY++eQT0tLSWLVqVYvZxpiYGFatWsWMGTOYN2/erxau/y+ig2h04HeJOXPm8NRTT7Fp0yaqqqr83hha0mh4OqParL4PIH8lU03hIRtKg60W6nEBURBoy5q9vlaxiTSaDN6xm29PoM/QgcR37s4v3/3E6aN7yD+fSVHOOVIHK+VUokoRDzdGTGIqToeNjMMbOJ+5C7VGT6cewzG7Mya9h4zl57VfcS7jIL0GjsYQEIjTYefwrk2cO6nUkAeHRTFy0kxCwpXGiAXupnxxyd3IOXuCqvJiNFodPQe0LMDLOZvL8X0/eUkGgEYbQGr/WxU9i/sYGx+7x7bV5QLZBbLLRWGeIkKPiB6EWhXIhTPrAJmQsBSCgpN91xXVxCVO4MLZ1RQX7Ccypg96Y/Nu6Ap86YXnL3+xPoAginRNmcSxA99QlHeELimD0WojfYlCKwiP6k5Kn2s4dWwNRXmHEAUN8cnjFJGn13XJgiQ5EFUa1G6XGUkGUQ2iaKB76jSOHfjE2/k7wBTWrnIpcDtpGYQmTkTNjtL3119BQppqLhpDrRbR6kW69OxLZGw4e7Yso7aqiB2bPvSWHnbr3ZMr5kwjsIUHf3GuHUOgSEhE40eh707LQF6W4mQW2ymK+M4xProMAIetIQNpDNRTWVrN+09/xYOvLvTrJlSYXcI/7nkHq8XGnDlz2j4RjTB3zlzSl6UTGhlCYU4Jj930EgvuuYugkAa9lCCAiIgk02jCQkAQ2k82tDodGp2WwOBgJeg+n83R3fs5e+IUDQ324hgyfgwpA/r4dHsWBHA5XdRWW9i1cSPH9h4gMjaGUWmXK5kUi6Uhg9I4m2JRNCx2mxWHTSkrlSQXNks9Nku93/1sC4IgYAjQYww0EODpoWLSYww0+vwMCDS6e6zo0RsNVBYL2G0adAZ9qyVtFwONVqBLqgGVW/jflojbWmvjzb9+QtrktFb7XsTExLB69WqmT5/Oy4++z/irRrBh+c9KY1edhvl3TCcg0Mj7//yckPAgZt18ldetSpZlamvqKCkoo6SwlOKCEooLy6gsrqa4oJTCgiKKC4pxONouZVOrNYSEhREZFUV0bDTxiXEkdYqjc9cE4hNj+eOtD7F8+fKLKp1avnw5KSkphIW1dA/+7dCzZ0927NjB7t27mT59OuXl5SxevLjNz1+tVvPRRx+RlJTE559//psI1/+X0EE0OvC7RM+ePenduzcnTpxgzZo13HTTTc2WaclzXa9vLgZXyqLa56nuCWZFQd1KVqNtUbhXDB6oBIlNy3QaIyQigDFTrqRzygAObP+B0oJsju39mfOnjtBrwGRCI7o0Wyehy0AcDitnT/zCmeNb0Gj1xHfqj7lOIjgkiYiYRMqKcsk4vJPkbn3YvXkVddVKej6l/wj6Dr0MtUaZEautKqeuugJRFImMTebHFYu9y+n0zUsI6moqObBtM4U5J7znQ2cIxWouw2GvR3JZUakD3MfdnGQ1bqBdXnYUm7UStdpAdMwwKsqOY64vRBQ1xCX7z1YEBXchMKgTtTUXyD63mR59Zre7jMBLPVpYPjQiiej4XhTnZ5BxZCMDhl/faE3vETRbz7P9qNhUXE47ZzLWU5C7F0HUEh03kNLiE1SUHKW+rsG+McAUQVhkX0IjUtHpDciyi6zT67DbahFFNbIsUVmWw56fP2fQyDkYTKF+j8izZ3qjSgn82+tihAAXEdz62XSrFViiqJyXqIRY4pK7kX3mmJdk9B02irT5V7nPW8sD5Zyyoh9o9DpXQXOqUXBBEYLHd45hzac/knVC0WDojTqsZt/MprnWikqt4uDWE6z99Eem3zbZ5/2zx7N5+f4PvBmQ0FB/57xleJaXJBch4cGUFpby5dvvc8O9dzchGwKIAoIkNPoElc+jvZ+f5HRx5thJ9v28g8KcXO/rXVJTGDqheYM9D2SULEdohJYzx5ReROOuSaNrakqr27NZJEryFNImy7LfBpB2m7vho82K3W9DSOU9h92m2IXLMuY6RXhfVti+424KtUaNTt8gnG8sqNcbfEX13tc8yxgMaHVaVKJI194B6A3+swj+8PPa3ditDhYtWtSuYPfjjz8mMTGRH5ZuBmDM5GHcfP887DYHf7nleQC69+7CB//6nLKiSsqKyikuLMNS355JMoHgkFBCwyMIDQsnNCyC0PAIYuOiSUiOp0u3RJI6RRMUbECt9m8Ve/2t83nx769RVFTU7lLBFStW8Oqrr/4/dXcaPnw4oaGhTJgw4f834fr/EjqIRgd+t5g7dy4nTpwgPT3dP9FooZZX5yYaVmtDgOFw2dosdWoMp+RAo9LicMl+a4Y9Xa5bS0Wb6xRi01pGQykfUsYIi1Jjs0Rz+bSbyDl7gkM7N1JXU8m+rUuIjO1Oz36T0Af4ukh16jECh91K9pk9nDy4HrVGR3R8T8z1Mj36jKGs6BvOHt/PmWN7ATAEBDH88mlEx3f2ies82YzI2GTyL2RSW12OVm8gpd8In+3ZbVZOHtjG6WN7vaVrYZE9SUgeg1pt4ODudwCZ7Kwf6dJjerNshgeSpJA/l2SlqECp4Y+OG4WMRGH+NgBi4kahUQf6zpp7fggC8UmXkXnic2qqLlBVfo7QiG7NN6ScZZoFsS08Y9RqAZ1BpGe/iZQWnaGyLJfSogxCwnr6GdP/QLIsEx7VD5vNRk7WFvKzt1OcvxdZlpg9u0n9dno6y5evoChvF116XU158Ukqy84himoGj5mPqFJzeNdy6mvL2LXlUwYMn0F4VOdGpUMN159KJaAzXNzDU3a7biml5+0PcH3PRMtZDVEUKC08x4mD6zHXKUJkvdGE1VzH8X27iIwLZdDYkXgCbH/jSBKcP2mlx0CDnyZvyg7nux2nDCY9yz/43vuuh2RMmD4Cc72VvT8eBvBa3C5793u6pCbRd4Ty+R7ZmcGbjy7GZrWT3COe7NP5l1xKUl1ei1avIyDQRGVpmV+yIQoikptYNNaetPUx2K02ju09wIGtO6muULanUqvpPWQAQ8aPJiIm2n12WvhM3V+J4/v3YbXYSOgSS+rgntgsrW+5tsq3y7hGq3R3hzbc7fxApYboBJW7xNVObCcBc62FujpFOG+us3idv+prld9rq81UlZm9WRe7+x7vdDhxOmqpr61tfaMtQMmqGAgIasiqNGRQ3K8Ful9zZ1cMJj3rv/mFWbNnXVxp3cyZrF69moiYUI7ty+COqx/xWWbf1sN+1zUGmAgJCyM4LJTg0DDCwiKIjoojJCycsPAIgoNDMQUZCA5QjglxAAEAAElEQVTRExSs/AsM0qHR+HfA84e5187m7ZfeZ+HCha2WI4FifnDHHXdgNBr9Pp//kygvLyczM5PnnnvuotabPXs2S5cupaKi4jcXrv83o4NodOB3izlz5vD3v/+dDRs2UFNTQ1CQb426JPnPNmh1Sr2vrRHRaG82A5RMiSxLSi21SofDZfNLNkRBhasVhxRP6VSAyaPRaH27gigQHquhJNdOcvc+xCV35/j+Xzh9dA+lhWcoLz5P55SRJPcYjsrteysIAt37TMDpsJJ/4QjH9q5BPUpHeHRnEAJRqTVe69mkbr0ZPPZKtLrmGYrCHEUUHp3YheP7fwGg14DR7iBCaTZ29vh+ThzYht2mzK4FBieS2GkcAYEND9mg0E7UVJ6nuvIc9XWFBAbHNSMaSh8JJdIpKdiLy2lFpw8jPLIvedk/4XJa0RvCiYgaoARgLkCUlViUhrhJpw8lMmYwJYV7ycnaTHBoMqKqfbORDd5CDTun1Ylo3b7+BmMwXVJGcfbkVs6e3MLAkV1Q+R3bN8shSTIOu4QsQ0z8EOpri6koy+CKKya2YY16O+vXr1SuO0FkwIhZhEV2AmRGXH4Lh3ctp7qykP3bl5DS73KSug51z8g1aDEMJpEWGVQr8BAFwX2CL5pwyCiz8E22bbOaObJnPfkXlBnzgMAQhoy7ih4Du7Fn0/cc3bOfzavWUVdTztgrr0JUqZBbIBs2i0ROpo1OqbpGx630XKirqic7UzGF2L/lqNd5CkClErnlr3OZOGs0giBwZGcGrz70IQ67cu+QZZk3//wJ/1ryFzIOnuOjZ77G5ZLoOzyF+1+6lb/d/Abpy9MvqpQkfXk6sUnRqNV6crOycdodGAKMfsmGUoapQsJFQx+dlrMatVXVHNy+myO79mKzKPc0Q4CRAaOHM3D0iGYN9gQaZ0t84XTY2fa9Quqn3XIFPQYEcPaoucVO30677GNm8WvhcoLToSLAXdsfFmmge18tkiz7dfUrL7KTc9pX9C1JEnabrUE8b7Fgs9rcepWGki+rxa1h8bzX6HXJ5XJnVcyY68yUXuRxzJl9kaV1c+eSnp5OYW5Js/ei4mKJT04mOCyU8PAoN7EIIzg0FK3WVxRuMKiJj4ppIBZBejTa9pOKpjBpg+ncqRdLly7lmmuuYcaMGXz00Uctdia/44472LBhA+vWrft/rnkoKFCs2C8121hbW9tBNBqhg2h04HeL1NRUevbsyalTp1i7di3XX3+9z/stlU55NRo2RaMhy+3TZ3jgbOQo1RrZaEsU3qx0qh2pWp1eJDhcTVWZE41Wx8BRk0nq2p/9W3+gsiyHcxnbKMg5Rkr/K4iM6eodt9fANJwOG8X5pzi8ewVJXQeTe+4ALpdyLKKoYuDoNB+S4dkbp8NOSX42AC6HA3NtNXqjie59hiLLMrnnTnJk90/U11YBoDeGk9hpHMGhzcsyIqP7UFOpuGjlnv+RXv2vBxrbV3r0JgI2azWlRYcAiEsah9lcTEXZMQDikyYiNLKHlSX3DntiaXewERU7nMryk9htNRTm7iO+U/u65DZu1CsIoDeoms2Wd+4xgrwLR7Caq8m7sIfkrmNaHdPllHA45Ibz6rRSU5XFlClTWrVGjYmJYc2a1W5r1I306J1GVKziPCYjoDcEMXT8DZw8+AMFOcfJPPoTtVUlpA6c4u4MLqDRgE7vOV9NrGzbQhOOcCnlVI2F4bIsk3P2BAe3r8dmVch2j77D6TNsAnq9juAQLZPnzaDHgFiWf/gdezfvpr62ktl3XIulXuPNsjRFdbmTklyR6CQt9bX1bF27l83Ld5F/oci7TF2V2fu7IUDPQ68spPewHm47YYEBo1J58dvH+Ot1/8JuVb4blnorj85+AbtbxzFqymDu+vu1qDUaLp89km/eXHFRpSQrV6wkbf7V9Bk0nLVfLeHkwSNY6s3o9Hr/ZMOt11A0X5L7M/D9+EryC9n3y3ZOHTqG5FLuQ6GREQwZP4reQwah0bZMsAUBv5/lqcNHqKmoJTwmlFFpg1FrRHoMCODccbPfRnyNsxm/FeqqnRgClOu24LyV0ChNQ+8XN2RZpuC8jeLc5qJvURTRGwzoDc0nT5pCcPtoN76yZFlGZ5CJ7yxgMVuprzVjrnP/dGdRlNeUrEp1eQ2V5TXUVddjrrVgtzkuOdidet0C4pOTOLB9J/u2bSc6Po67/vKouzGkCq26gVjo9SpMQVpMQRoC3T81WhVhxqgWBePthSioiAyII1AfAkBaWhrfffcd8+bNIykpiVmzZjWzjF2xYgVGo5F169YxefLk1jfwG0CSJA4ePMj69euVXjW7lCz4/0Xh+n8jOohGB363EASBOXPm8Pzzz5Oent6caLTRsM/jOuWU7Bdlmeh0+T7QWiIbbYnCGxr2+S+dalw21RiBoSos9S5vGUNoZBRDxl5HUV4Gp4/9hKW+isM7lxEZ252UfhMxBIQgCCJ9hk7FbjdTWZrDhdO7AQgJT8DptFNXXULm4V30H9nYtlDZoeL880iSC6MpmHMZilC89+CxVJQWcHjXJm8jP60ugLjE0URE90YQ/KdngkKS8IRJFnMpJYUHiE0YBihlZpILbxRRkLsVWXYRGJREUHAnTp/4Wjne8FRMgQnNB/dkNxpBpdIQlzie7HPrKMzbS0RMb3R6f2Uc/jUAokpGZ1Cj8qOfUak09Ow3icO7l5N3YQ/RcX3QG0L8HrfLKeNp3uv5REuLTyBJznaLFRctWkRiYiKy4HBfF41n5tX0GXINgSHRZB7dTEHOMerryhk4fDY6gwmDT88MdzDlPaS2iUfz4P7iy6lkZCx1tezfus5rmxwYEknfoVeS2FUR9JtCVF6t0jU3TSSxezTvPvk5J/ZlUlX+Pg+8eAeSK5CKIqff4Ljwgp2sjDMseuFzxUp09izmvDSnWZdugBsenkHvYd3dZ6Ph2OI6RfPQy3fw4n3veUsfPSSjW99kbn9irrsRHoydOozlH6zn9ttvb1XsC0opycKFC9FoNXTp3RdUAtNvvJaQsDB2/rgFm9WKRqv1X0YluK2WvXoNJWNzPuMM+37ZTvbpc97tJHTpxNAJY+ia2qOVNGnj6715MZYkSezdomQzrrruMtTu8hqVWqBbXyNZJ3y7a/+aBn2twVIn4XLKqNQCdptMab6dqISGANvllLlwykL1Jfbs8EcuGkOrE+k50OTToVyWZSpLq8k9V0jeuQJqqurJO1dA7rlC7z29MS412O3Vrx8Oh52Du5R79cRp1yCKIhqdSGiIkdDQAExBGkxBWrQ6/5kKp8vxq4iGQWMi2pSAukm2Ni0tjezsbD7//HPeffddli5d6n0vJSWFV199lZtvvpng4IsvmWsviouL2bhxIxs2bGDDhg2UlZX5vG8wGEhPv7hs4/9L4fp/EzqIRgd+15g7dy7PP/88P/zwA7W1td6ZCKWxU+sZDY9G42LLpvw1jGqRbLQiCq/32tu6iUYbpVMNYwqEx2gpyrYhSUqduygKxCamEhnTlXOntpNzdn+zcqrK0mzqqhtuxiq1ltRBV2Kuq+TwrnTOnNhPyoCR6A0BPtsrzFb0GUZTEGVFueiNJgpzznJg2w/ucTTEJQ0jMnpwC+VDDVCr9ZgCY6mrVchJfs4uQsNT0BtCvLoM5dwUUFVxGoC4pPGUlxzFYi5BpdIRm9C6Xa0EIDcIyoNDe2AKOkpdTS4557bQvfeMdp1jtUZAq3c7/bSgMoiOSyEsMpmK0mzOn/6ZXv19x5ZlGZcTXK4m7layTEXJUWZfZP32rFmz2LDxZ5K7DW42qy8IAp26D8MUFMGRPauprihg15ZPGDJuLmExST7T1r5Xox/i4SeI93cW2ltOJcsy504c4Mjun3A67IiiSOrgsXTrNQqPe6ogKkTDPTAarcDQy/rx9Mf388qDH5KfVcRzd73BQ68uJHV4MqV5DsoLne5zq+D8qdOs+PgL0tLathJd/MIywiJD6T+qV+OzAMCA0anMvvNK0hvpOQDOHsvmL/Ne4voHpzP08v4EBBq5958388qDHzF9+nQ+/vjjFktJPF79MxfeiN5gUK4NZMZdk0ZweBjrl63EYbejUqubkQ0lWafoNZwOJycPHGbfL9spKyx2nzuRlH69GTJhDLFJHhLesll3U1rdNKtx9ngGZYVlBAQZmThrtM+6okqgSx8DFzIsVJUpAX5dtfSb9qlovJ91NS6Cw5RQpzDbRkSsFkSwW5VO3y2VcrUEzzXbMr1o2HpYjJOMQ5kKqcgq9JILz727KUSVSGRMBBGxMYSGR3Js74GLDnbT09OJjInBEGDkx2/X4HI66dGnB1cvGElgsAatTkWANrBJw0//cEgO9G0u1RwCIhEBMQQbWi4fCgkJ4b777uPee++loqLC+/wNCwv7jwipHQ4Hu3fv9mYtDh486PN+YGAgkyZNYsqUKV5L20ceeeT/vHD9vwEdRKMDv2v07duX7t27c+bMGb7//nvmz58PtN7USddEo2F1XlrZVFP4IxuticI9s18BXqLR/pubWiMQFq2hrFDZH5UanA5QabT06Hs5ccn9OHVkI5WlSjnVhTN7cTmV4zUGhoEsY66r5OCOpQwZdz1BITHUVBVx8sBuBo2Z6N2OLMsU5CpEo6pcCWqs5noKss8gCAKdUwYSFjECASPtndoODu1MXW0Bao0Bp8NC9rlNdOs1G1kSvNvMy/kZgLDIPmi0ARTm7QAgNnEMWp2R1poDCyhBk1eO7RGGH/+CqoqzVFecJziss581G8IvnV4RfTdAQkZsFpoIgkCv/pPZ+dPHlJecpqo8m5DwZO9xOB0ykp99dTot1NeVXbQ16pw5c1i2bBkOu6VFS9uI6C6MuOxmDu1Kp762nF0/fY7LNY3OKf0a9rvJ9diMeAiN35MbGlO0cIm2Vk5VU1XG/l/WUVqoOD2FR8czbMJUgsOicNolHHbluxIQqPL2hdHqGpoldu6VyLOfPcQrD35IdmY+/7jrbe76+/WMShtMdJKWiiInJXl2aqvNrP18CWlp7bcSffuxT3nzu78R4C5f9EzuW8xWMo9kedfRaNVe3UZZYQVv/vkTeg/tzk2PzKb/qF488vodvP3YZyQlJTFz1kzmzPZtyLZyxUq0Og2zFt5Ip5TuPvsjyRJ9RwwmMCSIVZ9+jd1mQ1SJzciGxVzPwe272b9tB/U1iqhZo9PSb8RQBo8dSXBYyyU6rQnyfQ4c5brdu0Wxk75i7lj0xuYN4URRoHMvAzlnrJQV2qmrvrSMQntQV+30Eg2XU6Yox0ZgmMi542acjvbdc1ojF7IsU19bR1lRMWWFxZQVl1BWVExFSQnmOrOf0ZR7dUxiJHHJsUTGxhAaEUVgUCShEZHebBeAISCAFSsusrRu5Uqu+8N8IuNsHN61B4C7H7+e8CiFMgiC2C6SAc2z7+2BTm0kOjDBbyNAfxAEgfDw8P+IpiE7O5sNGzawfv16fvrpJ2pqanzeHzRoEFOmTGHKlCmMGDECjaZhouvmm2/m6aef/j8vXP9vQAfR6MDvGp7yqX/+858sW7bMSzRa0mdAg+uUzWbH4XK0aFHrD60RDfBPNloShXsb9rlLpxrzjJbKphrDGKgioF6ivsaFqBLB0XDMpqAIBo+5lguZuziXsc1LMgzGEPqPmIVGY2DfL19iqa/k0I6ldEoZyYn9a8k6tZ/uqcMxhQVgt1ioKCvEXKu4ATkdnoeWTHynFFIHXkZtVSAuR+s2vr5nB4LDOpGfs0MR6wsqaqqyKS/JICwiFYCqikzMdW772oTR5OdsxeWyYQiIJiKqn9v2U26VbDScR+Wn3hBBZMxASosOkn1uM31CbvH7sBYAtVZAo/WXXvIfaQcGR5HQaRC55w+QlfkTA0fcAoKA0y4jtXBaJLc25lLrt11OO7TSOyMgMIwRl93M8QNrKc4/w+6fVlJVXkT/EZMQxeZ+wq0RD0+Q1vB382W8SzbKbkguF6eO7OLEga1ILhdqtYa+wy+ne58hDedeBLvNTH2NREikCVlWK25FOt/zHx4dyt8+foB/P/kZB345zjuPf0ZRTikzF6YRmaAhMl7D8g9243RcnJVoUlIS277by5RrxyO597u2so6X7v+ArBM5aPUaTEEBVJRUYQo2UldtxhhowG61c2LfGR677iWumDuW2XddyZvf/Y1t3+3lp/RtLFu6zLut+E4xzP/TVKLi+6J2B2/+Qv5OPbtz3b13svyjz6itrkEQBCpLy/j8jX+T1K0Lpw4fxWFXrhtTcBCDx42i/8ih6Ax6v1+/Vr+R/ozW3FmNvKwLFGbnodGqSZs/tsUhBFEgqYcec42kXI//ITgdMjaLC51BuWayTtaj1QuIfpqV+uxfE3IhyzL1dbWUFhZTVlRMeVEJpUXFlBWVYDW3QigSIknoGktil1iiEmIIi4jGGBCOzSz6GAs0hSzLGAICkGWZ2267rVUdFjSU1ukMWqZdfxmvPfEBkiQzcuIQUgf28C6nFtsf9jklR4uaJj9HS5gxilBD5P9vM/oWi4WtW7d6yUVGRobP+xEREaSlpZGWlsbkyZOJjo5ucayQkJD/CuH6fwM6iEYHfvfwEI3vv/+e+vp6AgICWtRnQGOiYcPuusiyqVYIjAdNyUZLovCmRKO9pVONERqpxmaRUKmbCiQlLmTu5lzGdmRZRqXS4JKcWMxV7PnpUzqnjGTgyNkc2L6E+toycs7uwxQURV1NCbt/XonLUU91ZYO/ilqtxul0EhAYzPDLZxAUkkBRtg2Xsz1lC74PraCQGNQaPU6HlajYfpQUHiU/+2eCgjshqrQU5Cq14VGxQ7FZq6gsUzrjJnaa6NV+XCzZkIHo2JFUlp/CZq2kOP8AsYnDfJYTRVBrPGP7HckdnzV/CHfrPY7CvJOY68soyD1EZMzAJrP7vut43K8utX7b6dBgs8hKHwpRmWFu2o9ErdEx7qoFnDiwhZMHt3Pq8C6qK0oZdcVstLomBRUXQTw8ywued2TfZQQEKsoK2LtlrTcLFpPYlSHjriIgMARQbJDPZx7hfMZBqioarrOI6Cj6jRzK6CuHAr5ESm/U8eDLC/n6zdV8/9UW0t//nqKcEu546lrUGhW7N+25eCvRWTP5KX0bkxcoTRNL8st58U/vUZRTiik4gD+/eScGk4Gnbn6VumozBpMec62FXkO6ERBoYP+WY2z49hd2rt/PvD9ew+R540hbMJ666nqsZis6o54Ak4EzR6ztcmSKio/lhgfuIf2jzygtUETs1RWVHNt7AIDo+DiGXz6elIF9EQWPXsPflIS/V9qX1fBoM8ZNHU5weBCtpbIEQUClVgwqLlUn0R7UVbvQ6kWqy51UVzgJCBQJi2lepuk5PnNdvZKhcBMJz++Wev+EAkEgNDyMiJhoYpNjGDAqmYSusYRGRmG3iNRVuairdilueDJY6qA1KldWXMKm5avJOqWUf65fv55p06axaNGiVkvrNm7cwDPv/5ncrAJ2/rgPURS45YH5PstejOaiaYfwlqBV6YkKTECvbls0/1tClmVOnz7tLYf6+eefsVobnsmiKDJy5Ehv1mLQoEHKREk78X9RuP7fiA6i0YHfPQYOHEiXLl3Iysrihx9+YM6cOa1nNDyuUxYbNsdvUzbVFE3JRlNRuNPh8nYm95ZOXcIskqgSCI/RUF/b8JC31FdxfP93VJXnARAVn0LqwCnYrPU+5VQFOcfo3HMk505uo7aqCL0xGFEUqS7PZdbs2cyd01xE67TbMNfaqKu0Ibcym9dyYAIqtUhIWCfKik8hqgzoDRFYLWXk52xFbwjHbqtBozERGT2QMxnfAhAe1Y8AU2yTsfyTDQGQm25eBkHUEZc4jpys9RTk7CI8qhdanaLpUakEVOqGz0D0NolrCv/hmk5npFP3sZw9uZGcrO0Eh6ag0baccVCrDQSYIi6pftsUGIEg6HA6/ASugpIZE0Sl9Mtpl+k14DKCQqLZt3U1hTln2bj8Y8ZduYCg0IiWN9QG8fDZoOD9DafdzrH9P5N5ZDeyLKPVGRg4ejLJ3ft6z21h7jn2/LgCp8vJ7FnN+4asWLGCnRt/4rbH59K9b2ecDicOuxOn3YnT6aL/6FQcdic/Lt/O9u/3c/Z4NqOuHEz+hSLmvHSRpWiz57Bs6TLqqs1UlFTx0p/ep6q8hvCYUB779z3EdYpGBu555gZef2QRljqlmV/G/rPMufsqJs8by2cvryA/q4hF/1jCT+k7uPnPc0gZ0IXAEBMgcyGjfSQDFBF2wYUcny7dHgQGBzPvzlsJCg1R3Nlkl5fnXUzH8NZQVlRM1slMBEHg6hsvB1qtmKP+/2PvrePkOO9s729Bc/cwM4kZLAYLLMm2LFlgiCF2LDm2kw1uYLO7N7tJdjfZ5GaDTuKYGcS2ZTFYYFmyZDGMZjTMzNNUVe8f1d3TPdMzmlGS93PvzZyPJY2ni7u66znP7/zOaVPoaleIijUgigLN9YP/jhwKOtr0Xhx/P0Znu4IjWsLj6aKxpl6vUNTW+aoVdXR39pNCLghExcYQl5RAfFIicb4/MQm65ElDICXTjKtLo71RobVuaOfjcbk4cWA/x/cdQVVUJEli9tLFpGVksOWV10hPT2fN2rUh362bN29m27ZtmMxGfvSn7zF1zgS+95ie/7D03gVk5oUaX0hDqGgAeG7SEB5liSPGmoh4KzNdt4C2tjYOHjwYIBelpaUhr6elpQWIxZIlS/7iCsP/CY3r/7dD0AZKBBvGMP5O8P3vf5+f//znPPDAA7zzzju0Opuo76gMu2xRYTHLZ68mItLBrnPvhV0mHDrd7YOqaARDQw8DVFTFR1T0j2tbcwcbFn0XgLc/+z2yQaKqxEl1iWtQsqmQfWia7iFf4KS67BLXzu9D8bqRZCOjJ91Bcsb4wCBP0zRqK69x/cIBXM4OAKJi02ltrgJNZcWKFWHzHIBAnsOePXvIG3MvkdFZYY5mYLIkG3TJQ23VRQqv7MJqTyQtczHXL78N6InrquolI2c5Xq+TqrKPkWULYyZ+CdkQfrZN0/qSjf45kMaN/Hfo6qgmJm40uWNWIhuEQG+A/xzsEXIfZ6dQ9O3XaG918/mJV+jurCc+aRJZI+4I2WZv1FWdoaLkCBUV5YPWb6enZ5CZt5CUjGk3Xd5il0JMh9paajj7yRac3W3IBhNT5qwiMTUTvX1eQdP0fBhF8aIqCqriRVEUVNX3r+/3gZ/Vnp8VxUtHazO1FcV4PD6Zni2CiGhdt62v58XV3UVXR+sg7rMn2L1794CBl+Gwb98+li5devMFg5ZftmwZX/3PL/LSf71Hd6eTtNxkvv/7p4lJiArxY3rvDzvZ8eJeJFlC8eqVyu/99inGTh/JztcP8v4r+wIBgHNWTOOhb6zG47JSXezCXy3wn44Q2n2P2+Xi4skznP74eCBgTxRFImNjaK7vMXCIjovlka8/Q0RUZIBs+M0pQhvy+/8G8dPk3scAsPPNTVw+fZYZSybzzZ8/gX+J/lzkiq86aa3vmeToaPXSWPvXJRuqotFY24bL2Uh3VyOtTfW0NtXT1lKPs2sAQhETHSASccmJxCUlEJsQj8Go9+hpmobHDa4uFWe3irtbJTHNFJBo3QyCKGCzS9giZMxWgbOfnOGdP2yluUGXmo6aOI5la9YSGx+Hqqr88l9+SGd7O1ExMbQ0NQW2E5+UxLR5c1ixfiGjJyVw+ug5/vXL/43BaODFXf9DQkrPhIAkyliN9j7HMhAsBjsOU99BtCwaSXSkYTHYwqz114Oqqpw/fz4ghzp+/Dheb889YzQaWbBgQYBcjB079m8m3dI07f+XxvX/1zBc0RjGMNDlUz//+c/58MMP6e7uvkkzeI90arBQBymb6g1/ZQNcKJo3MHDyN4KbzMaAdeStfN/5t2e2ebj02XZqKvIB3bZ2/PSVWGxRoccjCCSljSEuMYeia59QVvgZLY3liJLE8uWDzXNYzf79Oxk/bQOy7Jfg3PzgBQH80vyIyCwAujpqsVijiEuYREPdeVTVi8Uajz0ig2sXXgEgJX1+vyTDf06Dz3UQSElfTOHVN2lquEZK52SiYjNClhhcZT60OdztUlG8Apm5S7h24R3qa84TnzwRmz0RTVNRVVUfyPvuI1FUiIhJRiyTBq3f3rBhA4Ig0N3VxI1r+1FVb2B7qqoTBVXV96FpChoKmo8Q+P8oiv6A93pcfPbxpn7399dAd2cb3Z2hzZuiKA4yN+R9Vq1axd69ezFZjRiNBmSjjMEoIxt6/lUUL+UF1QH72VuVoj37L68BkJ6XzHd+/RQxCVFAoD0agPVP3Unx1XIufHIVs9WEs8vFr777IjHxUdSUh8oMP9l9htOHLjBzySKm3z4Hg8FIT5O95pNSarS3tvH50ROc++Rkn4C9qfNmYbXbOXngY47s3Ksfb0Mjb/z2jwGyISD6svvUMCa14eGvyfWuVLQ1t3D18/MA3PNYkCEEhFka3N0arQ2hcil7pIwgCjRWu4cwVdIDl7PLRyTqaG2up6VB/9nt6kfyBESGqVDEJvYQisB5+IhFe7OCs1vF1a2GTFDEJhr7JRmCIGC1S3pfXISMzSFhtkqIosCNK6U8+/03yT+vWwwnpSewdPW95I4eF7hiFSWldLa3YzKb+eq//jMetxuXy4nJZMZisyIIAi0N0NLo5OVf6VXcex66I4RkwND6M/wI1xAeYYohzp6EKNx6gN9AaGhoYN++fezevZs9e/ZQW1sb8vqIESMCxGLhwoXYbH9bsuPH37Jx/f9lDBONYQwDmD59OpmZmZSWlrJ7927mL5vd77IBouF0D7pRzjME2VRv+MmGqql4FJ3c9IT19QygxSG4TkHPnGVxfgG73t5CZ1s7giCSO3Y+WSNn9jsLCbp+f+SERcSnjODcJ5vQhpTn8ALp6Rk01l0lMWXqoI9XD7zT07ElyYbFGk93Vz1traXExI+noU4f5JgtsVSVfYyqerDZk4mJH3/TbQuigKZqaKqqz/Kq3pBBt38grmkKaAqOyGzaW4u5fnknGblzwWeH7F9ekjV9G0ED9cCgPnjwrih4vd7A/lRFQRAkNE3hytnXB3VdBqPf3rBhQ2CGv7r87KCv+eAhIMkGRFHy/ZH1YDBJDvmdJEmIsv6vJMs4uzpoqi8PpMvHJqSQkjkSg9GsLytKCJKEJElUl9+g9PqFIeWGZGRkcN9Td7Hiodt9R+n/W0P1Mcvqsjr+9ZFf4HEpbNq0aUhStE2bNgX6jwDKC6v55j0/Ii03iRGTshkxIZsREzNJyohHlAT+4T8f5V8f+SV1lY1IkoTiUZk/63bu++V9IVKYLVu24PUoHP1oLxdPnWbR6rvJGzfa168lUF9dw6lDR7ny+fmggL1Ypi+cy/jbpoYMkmctvZ2ImGg+emszqqLQ3NDIa795li9+/Ss4oqOC8jWgv8TwweD0x8dRVZWx00aQNz4rpJoUTj5VX+UOuy+bQ0IUjdRXufsl/y5nt04mmuppa64PkAtndz8VCsBijSQqLoHo2AQiohOIjIkjLiWB9Jzw4Wq9Kxa9iUUwHFEyjij9nhQEAYtNwhYhYXPIWB0SFpvU5/u5rbmdN367jX1bjqBpGmaLidWP3cWIsXOQxVCSc+XsOQBGjh+HwWjAYDRgtfcdXG977WNuXC3FarfwwJdX93lduoVMjOCGcEmQSbCnYjNFDHk7A+7D6+XUqVMBOdTp06dD7h+bzcaSJUsC1rM5OTl/1f0P42+LYaIxjGHQ4z71y1/+ks2bNzNn6W39Lmuy9Nj2ud2egN3tQBhKf0bY4wNMkhlF9aJqCp3t+gxdMNHQXV8GK5vS8Lg8HNm5h8+P6imokTFxTJ27CtmQcNO1FcVL+Y0zFF07joDKunXrhpjnsIaPdh0kNn6cPnOuqmhaz+DeP2jX//WiaSqipA/OPW59Jl7yJdvWVJwKzLQDNDdeC9qbyI38LX0JQ9A+gn8/1FGW29VO4ZXdQ1rnL4Ug+AbgooQgCHjcXezZs0fXb69Zw3333RfSG7Nt2zYQBCKiMzCbI3zr6RaXgiAh+JKCRd/vZaOM0SiFLKfvT/T9v/672qoCSgtOomkaNkcsYybfgcmsD370MULQQDNkxKjhdnZRfP1Tmup1fbXZEkHO6LlExST6GtM1RElEFDWfTa1KfVXJkO+zNWvXsH/zUVZ84faQCQE/yagpr+eX33qe7k4XgiDckpWooiiMnJRNTGIUNy6VUl/VRHlhNeWF1Rzc8gkAjigbeROyGDExi6kLx7Hn7aMsW7YsrPzLn9Xhl3+1NDSx7cXXyRqVx6jJE8g/e5GS64WB5dNyspixaD55Y0eHWs8FYezUSTgiI9j6wuu4nE5aG5t59dfP8ug3niEyOho1EJc9sODPDw0NQevpr3F2dXP+xGcArHr8Dl/FI2grwdHu6DazjTX9fydabBIJaUYqbrTS0lgfIBWtPlLh7Orod12bIxJ7RDwWWxyOiHjsEXHYHHHIshGzVcQWIevnqKmoXujqULDapRBi4fIRi3DW0r0REW1gxEQb9ggZm0P2SQ77n/RRvAp7Nn3MW7/fRkeb/j2+4K6ZrH1iDS11ZlBD19U0javn9EmUsVMm9btdr9fL3q0fALD+iZVERoeSAUEQkQZpaxuyf19DeKQplgR76pB7PPpDZWVlQA61b98+WlpaQl6fOHFioGoxd+5cjMabP2eH8X8mhonGMIbhg59ofPDBB/zkVz/sxzmop6IB4Ha5b0o0VO3WZFO9IQgCJsmMU+mmq0OXSdjs1qDXB7+tmvIqdr65icbaOgCmzJvFpFmL6e6Q6GxVcLnCP2E1TaOm4gqFlz/G2dUja7nVPIezJ383pPXCoburod/XOvvps/m/GZqm9zYQdEupvhHR9u3b2bx5c+D3sizrywKtTaW0/o2OqbO9gdNH377l9Z3dbVw5u+umyw35Pgs0a3f6mqvx9SRoXD1TyK+++yIdrV3EJEax+kt38Novtg5aivbEE0+gaRorH1/Cg/9wT4DINNe3UnixhIILJVy/UEzJ1XLaWzo5e/QyZ49eHpL8a/Xq1ezbvw+P20NJfiEl+TrBEASBUZMmMGPRfFIy00PW1Uld3+mG9NxsHvnWM2z600u0NbfS1tzCq796lke/+QwR0VG+pQYroArF2eMn8bjdpGQl9wQYBuX/9K5oNNZ4Cf5KdHZ1h3V56vDlfYSD1R5JZEy8708CUdEJOKLjcDtl3N3hv79cThWro2dSRvFCTakLR7QB9yCIhcEoYDRLmMwiJrOI1SExfkYkRtPgGqEvn87n+Z++Rcl13Wgja1Q6T/7gIVIzsim+6kIIc+mryspobW7GYDSSO2ZMv9v+/JMTNDc0YnM4uP2uJX1evxXZFICASIQpluSIzFta3w+Xy8WxY8cCVYtLly6FvB4dHc2yZctYsWIFy5YtIyUl5S/a3zD+z8Ew0RjGMHyYMWMGaWlpVFRUcHj/YRYsmxN2OYNBDjxE3a6b+797lb9ec6MkykiaTLePaFgdPTajgwnsU1WVUwePcmz3flRFweawc+eD68geM5KOVi/dHV6sESKeJpXe3KipvpTrFw/R3qLbZprMdtJzp1N4+fAt5zkM46+L4CbJcP+vI1z4mP93PT/rP/l/EIKWDM7FEPQGcG+PUYEkGRAlOaiC4DcSUPF63WiqP4xSxGA0+zIx/NsUCPnbtwlNVXF2t916bohTRRIlFNULaBzafoKXfroJxauQOy6Tr/7no/z868+hKAp79gxOirZnzx6MZgPz77otpFoSHR/JbYsncdtiffbZ4/ZSkl9O4YUSjnxwisqi2kHLv1544QXS09P7vGayWMgZM5Lk9NQ+r+nH4iMMWijliE2I59FvfZVNz71MXWU1Ha1tvPY/z/LFf/wHHJE9EqLB0A1/r4bH7eHMET0Qc9XjSwPXondVQ0Oju91JeWEVnx0spaaih1R0tLaF3QeAIyoSR2Q8EVE9pCIiOg6D0eS7P/X7RFM02lu84d3UfPtXPNDR4kUQBNxuJSCFUhQw9+qvCCYVRpOA0SQRXBAQBIGRkxyDIhmNtc288stNHN2lB+jZI6w89LU1LF+/kNZGlZIrrn671K74qhkjxo3td1bf5XLx8a49ACxcsZzqMg/xyWpIns+tyKYMkokIUzQGaejrAhQWFgaIxaFDh+gKyhsRBIGZM2cG5FC33XZbWLe0Yfzfj2GiMYxh+CCKIuvXr+fXv/41O9/f1S/R0G03jbicrkAT6UD4S/ozekPXyUp0d/hSuu1BTc7CwLKp1qZmdr65iYqiEgBGTBjLsvvuDWh9DUa/m4yAPUKirVkfEHa01VNw6TANNXqzoiQbyR45i4y821AUD4WXD99yE23WiLuRJAuCIIYOfIMGnZKkt78GYkSEwCiY4oKPcDtbEASJ9Ow7KC/e55NAgSDKZI9YhcFo8y0uQMjjXOhVBRJCXla89OQ9CPj08UHritDdVUfx9fcByBt7LzZ7IkaTiNUuBRE/IWSbbqfa87uQAb+A16vpXvtAa3MRN67tRBAlps58DLNVHzSripfLZzfT1lqJwWBlwvQHMZlj8Hg00DS8Xg1RFJANIkZTfw/uMHF5oi5ZuRVTAa/XzaXTH1JbmY+ieEjNmsioiUsQRQlNUyktOE3hlSNoqoIoyuSNnU/miJkBT3sBodf1DYXb1cX+D/7nlu8zo9WIqqmoisabv93BztcPAjB7+VSe/uHDvPHrbdSU1ROTEMmj/7iO53701sBSNMAeaaW9pZMfb/wt3/3Nlxk5MTvsp89glBkxIYu88Zkc2vop69YPUf61Zg07duxg6oI5JKalcGzXfprq6vno7c2cPf4pd6xdRUpWRp91gwPngqscNoedh7/+FNteepOS/AI62zt4+ee/4fHvfh1HZAThqiH9Q+Py6c/p6ugkMiaKeXdOB/SMn4qiasqLqqkoqqbiRg2VRdU01fVfU3NERfqasROIS0okPimR2KQETGYzXo9KbYU7kOQtIIZ8XL0elfaW0CqJhoaq6K5TqgKKL8PC49Kw2qSQ/g93t0pMvN7MbTLrgY/STQL9MkdasUcMPITyuD28/9o+Nv35Q5zdujxv2foFPPy1NUREO2io9lB+vX+SESKbmty/bOrkoY/pbG8nOi6WqXNn43GrFF1rZ9TEHreooVQ0BARsxggsBjuCAC7v4GzcOzo6OHz4cIBc3LhxI+T1pKSkgBxq6dKlw03VfycYJhrDGEYQ/ERj366D/Nj1v8LKolyKE5PZTzQGrmiomvpXkU0FQxJlujr0mSGbo6chUOxnhKhpGlfOnGPflvdxO10YTEaWrFnJ+NumhszEykGzX7JBQBA6uXzmCJUlFwANQRBJy55Mzui5GH1afFGScUTeWp6DzR5HQsoYfVZR012f/A9/LUgoLoj0qa4AKIoHr0e/DgajnZamAjRNweZIQ1U8dHfV0lh7gay8VT0rDTB26O3WqRgGXkWUwGSOJCZ+HE31l6kqPcHYKQ9jMEqoqoDJKPoa2HW4XSqaqmEYQGknCBpeQUOSBRJTx9JQd4nWplJKbhxl3OR1qKrCtYsf0NZaiSSbmDDtfuyOBNxu1ZeFoCH49BeyYaCZ1r5z1gajeEskA0CWjUyauYaia8cpvHKUshtn6GhrIHfMPPIvHqStuRqAmPhMxk29C5s9ps82BjJWMBgtRETGD/0+27KZtOxk7JFWOju6+N0/v8LnR3XJxvqn7mLdl+/k/CdX2bfpGABP/fsjTJg5ivEzR/LRG4f44I0PwkrRbls0iSf/14P84pvPUXChhP96+lm++YsNTJ47NsxR6MKh9paOW8rquO+++9i8eTMnD3yMIyqSlMx0YhLiKMkvpLqsgtd+/QfG3zaV2++5E3tE+Mbm3lUOg9HI+i8/xt5N27nw6WmcXd289N+/5vHvfp3I6MHnAXR1dvHJ3kMAxKfE8otv/onyomqaalv6XSciOpLYhIQg29hEYhMTMFvM/a4jGyWSMyzUVbrwuELvW7dTpb1Vd+QLRyx6Q1M1ZIOEwQSSAWRZ8OXGSETGDG5IFJ9iIj7FNOAyp49c4KWfv0NVqe6YNHpyHk/+4CFyx+oSpPoKDxU3+icZALWVVTTVNyDJMiPGhbu39HDB4/sPALB45d2BSllzvYv6aifxyWYkUe73s9UbsmgkwhSNLPVcC5fXGfbzqWkaly5dChCLo0eP4vH0TKwZDAbmzZsXIBcTJkwY9HEM4/8dDBONYQwjCLNnzyY5OZnq6mpOHDnJ7XfM77OM2+vE6CMgLufAFrfhrAH/UoiCRFe7Lp2yO6wIgoimqSD2fao6u7rZu3k7185eBCAlK4O7H76PqNi+Az1JEhAlPYjw2vlPyD9/MuAGlJAykrxxt2NzhK4nCAIpmZPYsmVoTbRbt24jNXMBoiggGQTdtUkFVdX/9Q8QRFlvHPUPmf0ERAPqqj9D9V1ft6sVt6sVBJG0jCVomsr1q2/S2lJIa3MhkdF5vg30f1y9XxIFQshPbyheEEWNpNR5tDQV0NVZS13VRZLSJqMqGh6XgmwUkGRdC6548FVGfNcu8FfPtRQlMIhioJk0Z9QSzn76Mo11BTTVF1FTeZ7mxiJE0cD4Kfdhj0jyDbB8WnjfwQqCMAgXsh6yoaea/yUDAL0ikTtmAfaIRC58toOm+tJAs7dsMDFqwhLSsiYPONDoL9xNEARSs6YM+T7btnUbj317HQ3VTfzsG3+krKASg8nAV370CLOXTaO9pYPnfvQGACseXMikWboG3hFh54GvrOSuRxbx0688S9GVcn2jvs/YxZO64cAP/vBVfvP9lzl//Aq//NafeerfH2beXb2NJPQzcnXr9+pfIjNsb2klv6WnKuCXcF767HOunb3AzMULmbNsEVI/sqzgKocgCtz5wFocUZEc330At9PFSz/7NY/941eJTgi1RXU7XTTW1tFQU9fzb00d7UHHUngpdPY6Oj6StNxk0nKSSMtJIjU3mZi4BKpuDPI+EwTdANpX6ZIMkJRupq7ChcupomkanW0KHa3efomFbokt+L7bfH8EvXprsevVNj9aG93YI6WbVjLskTIZI/oP06wuq+XF/36H00cu6NchLpIvfns9t6+cHbj360q9VJUMTDKgRzaVN3YMJnN4InZ0715cTidJaamMmzol5LXi/HYiog1E2PsncT0QsBkdWA2OPhMOGrrjoVE209TUxP79+wON3FVVVSHLZmdnc+edd7J8+XIWLVqEwxGe/A7j7wfDRGMYwwiCKIqsXbuGZ5/9A7ve39uHaKiahltxYjTp0903k079NWVTfggE29takURZ7wPp9XAovV7Izrc209HahiiKzFm+mJmLFyD2o4NVFIUbV89w/sTHuHw2kTEJaeSOuZ2o2LSw6wAkZ0yg+NpxnnhiA++/v2MQeQ4bEUWZ2ISxKB6/rl8fZIuSPvjVNNBU/XoLgi5TCobb1U5dte5yI0pmVEUnXvGJUzFb9HJ8QuI06mo+o7LsIPaIdCRp4BnIIAUTvYO9+yMbmgYGg42klDlUlR+msuwosfEjkY26pM3bqaJpvmyNm8zkiaKGbACd22kIgNEYS1LKVGoqz3D1wg4UxYUgSIyZuAa7IwVFUVG8/sBB378aCGFIZ/8nrWEwD6aa0VcKFm4Vk9mGyWyju7MlsNToCUtIy54SZulQaD53onDbTcucyI2rRwZ/n23cgMlsJCkrgR888t+0NrUTFRfB9371DCMmZKGqKi/+9F2aG9pIyUrkC1/rbQcqUF1cR21Fj9mA161gj7TR0drJ7nc+Zv1Td/GPv3ySP//4TY59dJo//K/XaW/p5E6fnW7IdfG51d2q/Oup//UdWhqbqSopp6qkjMqSMpxBmnev18vxvQc4sf8QaTlZjJo0gdTsDBKSk8J+5v1VjnkrluKIjGT3u1vxejy8/PPfMnPpQjxut56aXVtLe3P/kieAqLhoZt8xSScWPnJhc/QMxv2hgCVXnfRoIMOgF7kIht68LWCzG2hr7qapzoPXHbQtQbfADpAKUeg308bZrWCxh14TVYXWJg8x8f2XHA1Gkdxx9rAk3tnlYtPzH7Lj1b14PV4kWeKeR5Zy/1P3BElcBaqLPNSWO/u/BkG4mWyqpamJU0f0atySVfcEpIiBc1I0blxpZ9rMgatUkiATYY7GIPU9d0VRuHT+Ci8fe4tD+z/m5MmTAfMJAIvFwqJFiwJVi7y8vOGqxTBCMEw0hjGMXlizTica+3cdxO3+IUZjTyOc2+tCQ+upaAwgnfpbyKb88DeD2xwWBPBZkOpf7l6PhyM793L6Y71BMzo+jrsfvo/kjPBkQdM0Ci9f5ciHe2iq0wdV9ohoJs5aTFr2aNxO6Gzv/zwMRjPjblvFnj1bWLVqNS+++MIATbQbfcngawJhfcFkQ4eAIGgIEoiIIGuoGmiKXvHQVKgsO46qerE5UlBVL92dTkTRQHLaLAQJ0CApbRYtzddxu1qpqTxOasbim15Xv8JEEIRAUrL/mRmObPhn4OMSJtHUcBFndyOVZcfJzFsakHL4SZMoaf027EuSgCT7ekY0FQ3B7zZKcvpsaqvPo/gyVHJHr8TmyMTj0XyDrx5nH39lQ1BEXE41pGoS8nPQYUiSniGi698FX4BhT2+KGFhn4MGD1+Pi+uXDlN04DYDRZMVostHRVs+lzz/C2d1O7pj5N91OLyfUAAxGM5NmrGHPnvdYvXo1L7ww0H2m54bctmgSP//mH/G4vWSNSuP7v3mGuCS9Knd812k+3XcWSRb52n88jsVqRkMLVIU+P3qJX3//RdxODznjMpg2fwKbn/uIjladhO9+62PuengRVruFp3/0CI4oO7veOszrv9xKW3MH93/l7pBzdUTZSEpPuCWZYVxiAo6oKCKio8kakQu+RuvmukYqS0qpLC7lxtV8OlrbUFWVssIiygqLfNfNSHJmGqlZmb4/6UiyTGNtHfXVtb4qRS1Wu42ujk5UVeWETw4VDJvDTkxiPNFxsUTE6FWWYx/tQ5ZlvvGzrzNmany/5yAKAs5ulZZ6L2LvWYMByIXbBW6f3ayzW++xUVUNr8s3OWESEUQfuRic8ROgy6c8bg2517i6vdlLRJQhbHVPEATyJtj7NH9rmsax3ad45X9vorFOJ4VT5o5nw/ceJC0n6P7UBCpveKivHBzJqK+pob6mBlGSGDl+XNhlDn+0G8XrJTMvj7wxo8Mu09bipbaim9TM8JUFi2zHZooIkd7W1zZw9NBxjhw8zvHDJ2jpRTTHjRsXIBbz5s3D3E+1ZRjDgGGiMYxh9MHM2TOIi4+lob6Rk8dOMX/x3MBrbsWfyK3PTg7Uo/HXdJvqjc52/TgC9raaiiyJ1FfV8MEb79JQreuCJ82Zwe333BkgRr1RVVrOxx/sDjSIm61Wxk5dQO6YqYiS/kA1WcDjFnC7+p8lj0vMYdLsdRw48H7YJtrNmzezdes2vRF4zBoio7NC1u9NNlSFIIcXXe6ADBICHe01NNTqOvuk1KncyP8IAFEyIMsmnRAIIElG0rOXcuPaFhrqzhEdPwabTX/w94p10Pcihg6mg11z+iUbPrWGIEqkZiziRv5m6qrPE5c4HpM5MbBtDd3ZRtS0kOqGgIBsEHyVHH1JQdQHQv428drKM2iq7h4lijKOiB7CGI78+K07CSIrgX+ClvfvUZIEPK6ehuH+9GV+4iH4fgiQMqCp/gb5l/bgcuruQcnpExkxbjGybKLgygHKi05TePUoba11TJh+D7JsHIBw+P2MQi4zmqaRlJ7L0jUPc2Dne/3eZ9u2bUMU9fM5dfAcALctmsTX/lMnEwANNU288FM9QXn9l+8mb3yW7xz19/zw+yf404/fRFVUJs0Zy7d+sQGzxUTmqFR++08v43Z56OroZvuLe3noG6uRJYkv/uNaImIcvPv7D9jx0l7amtp54gf3I8kS5YVV7HzjEHWV9WzZsmXIWR0LVi7vuQeD/o5OiCUmIZYJM6aBoEurDmz7kPzzPdahHrebsoIiygqKbrq/3hh/21TGz5yKPSKCG1eucfHEacoLiwOvy7JMYloKsYk3qRYi0FClfx9qmoYgimHJhdulN2b7Q/JURUOSdPeniCgDoijQ0ugiItqAI8pAR6sHl/PWJnNcXUpIX5p+bNDc4CE+ue/3Zbjm75L8cp7/2dtcPp0PQGJqHE9870FmLOolEVQFyq+7aawdWGobDL9sKmfUSCzWvlKtuuoazp88BcDS1ff0+3mSBJHigjaiYs3Y7D2TZqIgEWGKxiibcLs9nP3sHEcPfsKRg8e5eulayDYcEQ4WLJrLvSvXsXz58rBOaMMYRn8YJhrDGEYvCAIsW7mEt15+j13v7w0QDU3Tm+IATD7plMs5ANH4G8im/Ohs12dVrQ4LmqbhVRR2v3uAzc99gKIoWO02Vjy4ltyx4We5mhsaOfrRPvLP6b0bsiwz/fa5jJ8xl/Ym/wi/RzFvi5DwNiqo6sBkY86ypzl56JU+eQ52RxxpOQuIiR2HLIcflCgBRxk/+j44NU2jpOBjAGITRtFYdwm/R6XX04XL1YzR2KNpj4jMIjpuLM0NVygv3s/ocQ/7gugCW9T3FEQyNDX8UHugygaAPSKDqJhRtDTlU1p4kBHjHqT3HK2q9lQ3JElENgp9BghCQLelUV3xGVXleqCi0ejA7W6novQo2SOWB4615+L0vWw3EzD49ev+pQfyG/ITleAwPo+7i6L8A9TXXAHAZIlkxJgVRMVmoSrgViAzdwkmczw3ru6hriqfEwebGDt5LRZLVB/iEkxeBFEIdJH4XzNbZUaOGo3btYTDH+7kw50fhtxn8UmJPPrN9Vw6fY3PDp8DQDbIrP/y3QGSoaoqz/7wNbo6uhkxIYs1TyzvOUdNY8cre3nzN9sBWLByJk//8BEkgwhoTF84kR+9/G3+46nf0dnexc7XDzJx9mgmzBiFIIiseWI5kdEOnv/Ptzm0/QSVxbUYzTKXTl4P7EM2CGzYsIEdO24u/3riiScQBIEx0/t3HNIAj9tFY209DTW1RMbGkJ6bTXVZBV7P4L6DZFkmPjmJ9LwcImMjObj9IxSvwqXPPkcQoODiVbweD2vXrmX9+vV9XLj+6Qs/4es//VI/zfB6n1VTreLrDRGRfFUNjws9HM9HLNDQMyosEo5IA0aTFLBo7erwUlflDGRdCALYIw0IIji7hk423G4ViyLSO8Ous81LZIwcUrno3fzd0drJW89uZ/e7h1BVDaPZyLoNd3Hv48sxmUNJiqBJlFzrprl+aP16N5NNHfzgQzRNY/SkiaRnZ/W7HUEQUVWN/EtNTJ6RgCgKmGUrzdUd7P14B0cPHufEkZN0dnaFrDdh8jjmL57LgsVzmTRtAgbZSE7s2GFZ1DCGjGGiMYxh9IKiKdy5ahlvvfwe+z46yI9+8a8YDAY8ihPNpy/2Vwj6q2iomurz7P/bwF/RsDts1Nc08pt/eZHLn+mDmbzxY1h+/71Y7fY+63V1dPLpvsOc/eQkqqKAIDB++hTm3bkUR1QkXrdGe5PL12Tas17A8rZl4HOSDSY8rm68Xi/jpz6AyRKJJBmRDRYEAb0qMkD7gF9zbbKE10E0NxbR2lSKIEhERqdTlL8fQZSw2eLpaK+hq6MUS0J0QK6kAakZC2lrKcLZVU9dzRkSU2b0nJdPxx0iaZIIsAmvJ7QhPBzZCH4tKW0BbS036OyoornhKjFxvoFXUJezPjsv9Kmg9BwToEBd9XnKi3VSlZY1H0dEGlcvvE19zQUSkiZhtSf59u0jSGh682vwQd5kUCAHuWLp/GZgstFzzhr1NVcpyt+P19MNCKRkTCczbx5SGJ13UupErLYYrp7fTldHPedOvsboiauJisnskyLec5V6zg30PhdV02iu91B0rQSAEeNnMWriTDxuF0ajCUFS2PPeO1SVVSBJEtHxMTTU1PMfz/yOr//n10lIiePIzo+5dCofo8nIY//4CF3tGqLkRRA13v7dNna/q8uGVj12Bw9/494Q3buGRs6YDP77ne/zzXt/jNej8LN/+CNf+fGjzFkxDVEQWbByBqUFFex59wjXzxcFTmPm0inc/fDtdLZ387+/9fzN5V8bdZmhpmkUnL/MpNm34XG7aaproNEfalerN2W3NDX3y4CDg/MiY2OYNn8WNkcEjTW1VJSUUl1agcftprq8guryij7rX/rsLCtWrBgwxXzDhg384lvP8b1fP8WkOT1kw29b3FjnBVXE61FxdSt4uhU8bv3+M5kl7BEGYhOkkNyHYLQ2uWms61sNEASwRxgQBIHuziF+32oaLqeKxdZ3n831HhLTdGIR3PytKCoHth3ljd/q8jiAOXdM4/Hv3E9CSlyf7QiaTNGlLlqbhkYymuobqKmoRBBFRk2c0Of18qJirl24iCAILLnn7gG3JQk6k2pq6OCDt69TWXyDTw5/SvGN0pDlYuNjmL9oDvMXz2XuwtnExoUafwQ3hA9jGEPBMNEYxjB6QVG9TJ81lZi4aJoamjn1yRnmLpyF09ujrb0Z0fhbyqYAOn32tvnni9j0Dx/Q2d6F0Wxk8eqVTJw5HQQCPQag+7l/fvQEJw98jMupn0fWqBEsvGcFCSn64EEQBGRj/1p82ShgsYp0d/XfzNnd2YLX60IQJRxRqb4wNvAPGCW5p3LRB5qmy4tEXWbUu39VVRVKruuDwKS0yVSUfApAWuZMREmmo72GluYS4hKn6INmEUBDlKykZ91OSeFuqitPEBUzEpM5Sm8+78+ZyS9t0ieye4a7vgGbqvVUE4KJiNHoICFlFjUVx6gsO0JkVC5SrwqOv1FVUUDTVJ+VcOiAv7HuKqWF+wBITptBSvpsAGLjx9BYf5XSooOMGv+FXtfvprwiBJLU15lKl10NvJ7L2Ubh1T00N+iDaKs9nhFjV+CIHDjJNyIqjckzv8jVc9voaK/h0ufvkjNqKclpU4KqOP3DaBax2WU0TaW2sgSApLQcTGYrJrOVxroqjux6i66Odiw2G/dtfIz45CRe/+0fqKuq4dl/+xN3PbiO7a98CMCiVXfR0WLneksnXq+XnW9u4upZfRZ58b13M376fC592tHjWiT7emkkAVFysPKRe9j+8nZUReX3//Iq+WfLsDosfPz+cVoaQzXtqdlJfOl79xEV60DVNL7zqyf53Q9eJSMjgzVr17B+3fo+8i9JlkjNzqCiqJS9m3bwyd5DelJ2P2+QxWYNyaGITUogLikBo9nM6cPHObHvEK2NTRzcsYuJM6ex4K7lzL9rGZqqUFddS1VJGRXFpVSVlNHS2ATo5hjLly+/aYr5jh07WL16Nb/5p5f57c5/x+GwI4oizi6V9mYP+aeduF0akiwim1QcCSYMskB3VxduVzeCaEI22PpsW9M0GmpdtLcM/H1qc8gIokBX+9C+d11dSlii0d2p4OxScEQbAs3f+edv8Of/epMbV/QBenpuChv/6QtMmhWuiiMgqDKFFztpbxm686BfNpU1Ig9brwkjTdPY//4HAEyeNYP4fiR4+rWrp/jadQquXKb4+vWQAE9Jkphy2yQW+KoWYyaM7tNM3htOb/cw0RjGkDFMNIYxjF5QNAVZlrnjriW8+9pmdn+wjzkLZuEOIhqmANEI/2D7W8qmVFWlo1WfTXvlf94FYMSELL78r1+kodrSY3GKgKopXD59nmO79gWsKBNSk1m4cgVZo3TL19BBrt4z4O2HDFjsIh63HgoXDu2tem+I1RYXRDLAP6UvSb4gvD6r6yQDfESjT4M41FZeoLurCdlgAU3D7erAZIkkNWsm3Z1NlHKE1uYyNBQEegiOKEBc4jga66/Q3lpGRel+Rk1Yj4+NDYg+A2/ftRJ9RC7wmp+MCJCQNJXm+ku4XC3UVJ0gNeP2gERIlEJJharqAWKykcBDvrmhkOLruwBISJ5MWtaCwK7Tc26nubGQjrZKGuuu9FRM8MuLBs80JDn8oEIUBNQwg1lN06iuOEtpwccoilsPScyZQ1rWzF7vdf8wmSOYcNtDFF7ZTX3NFYqu7aOzvZbc0Xf0sw1/gzo4ogyIkkBzYx2u7k5k2Uhsop6MXXbjCp/s34Li9RKXlMD6J79EbLw+w/zgM0/y6q9+T0tDI+899xKK10vOmFFMnjMT0C2qt730OiXXCxFFkbsfuo9x06cEMhn6u0nyxk7DFnGAzrZ2APZt7mmgtkc6mDpvDilZ6bz/6ttUFtXwT1/43zz0tQ3EJERjMmXytZ99l3PHTnPg4EE2vbcpsK7RaMTr9eL1eqko6pl19qdnW6xWYpMTQklFYgI2R98Kph+zli5k3PTJfPzhHq6cOceFT0+Tf+4Sc1csYcq8WSSkJpOYmsLkuXq1r7O9gyM793Hl9NkhpZhnZGSw660TLLx7AYImYbEYEDUj0bE9GQwdHe2cOXaEs598Sn1NTWAb8UlJTJs7m0kzZ2CxWlEUjdrK7kHLoqw2CVGAjrbBf/cqiobHrYatpDQ3eJgyP5rO9nb++OPNHHr/E30/dgsPfmU1dz24CNnQ97oICAiqgfzz7XQO4ViCMZBsqvDKVUoLbyDJMrffdWfIa87uboryr1N45SqFV6/S1twS8np0bBwTp0xl/UMrmLtwJo5+clf6gx7cF33T5YYxjGAME41hDKMX/JKnFffcwbuvbWbvzv384D//EZWeB95AORp/K9lUR1sn+7cfYesrH6EoPVWFqJgIZi+bRmSMg/qqngdbSX4hhz/YRV2lHpbmiIpk3p13MG7aJARRHCAczUc0wk4yC9giJdqavGEnVttb6gCwORL6OQsBWaYPkVFVfUCvjzX14womG16vi7Ii3cYxKXUSlaV6E2TOqKVIkgGbIwGD0YrH3UVnRxV2e2izoiAIZOXdwaXPX6GtpZSWpmskJI9D03QXK3+Gx1AgiAKaz7vfv6Yo6E3padmLuXFtK3U1Z0lInoDVHudzxRFB0yVAwdfW69aQZZXW1lKuXdyBpqnEJowlM3dpYLZf0wRMJgcpGbOoKDlKZekRIqPzgqRKQfqsm0CSB3bpCZbbAHR1NlJ4ZRdtLZUAOCJTGTF2BVZ7X7nITfctyYwcfzc2RzwlBR/rBLKzkdET78Vo6jurDRomi4TFphOR2gq9khKfkoEoSlw6/THnT+pJ3+m5I1j/5MOYzObA1XBERvDQV57khZ//Co/bgyiKLFu3GkEQ6Gxv573nXqG2ohKD0cjaJx4he/TIQZ1HbWU1Vrs9QDT8iIqL5cGvbCAiOgqAh7/+NO/+8UVaGpp48ae/Y+SkcXR3dtFYW0dLQ1PIdQZwu/UZcKPJQmRMHPaIGCpLC3A7u4hLzmDRPY8iSRKCqJNyURRob4aOVjeigO/3Qq9/QZTsLLl3HWOn3caRD3dSV1XFwe07OX/iM5asWUnWqLzAZ9pis1FdUsa6dUNLMb/33nvZ9eZHGI0qIyflkDcui8aCHnJdeOUqm19+NWy/h24YsZXDH+3m3ke+qDuruQewwg0Ds1W/Lu2tnptOIoB+nzu7wxMNi13gwzf2suO1nXR36pNMS9bM49FvrCMqNiL89hDBK3P1fBvdHbf2DGhpaqKytBQEgdGTJoa8pqoq+9/XK3IzFszHERlJVVl5gFiUF5egBVnPyrLMiNHjGDthCmMnTCIxORVBEEjLjBoyyYDBJ4QPYxjBGCYawxhGL6iaTihmzp1OdEwUTQ3NnDx+knEzegYgA0mn/hbVjNPHzvPTb/0WZ7eLtWvXhjrtbNnMW7/ZyubnPuLuhx/AFuHg4w92U3ytQD9Ws4lZSxYydf6cft2ngiEbBejs/3VJErDapbCWt/6Khj0s0dCHfqIEgtIjPVJV3QYWgT6DXz/ZqCj+FK+nG7MlmtaWCjRNJSZ+BDFxuYA+YIiKyaa+5jJtzcV9iAaA1R5Des4cym4cpfj6QaJjczAYLbokBr1vQgsEB+rOTwMVCAIDxGBC5ls+IiqbyOhcWptvUF58kPHTHtTzQIJcdnRypfn+QGtLFVfPb0VTFaJj88geeWcvMqiBJpCcdht11Rd8tr0nSc2YH2ioDnO5w6K/aoYf+uYEFMVLZclJyoo+QdMUJMlIZt4CktOnDql60nNAvu0LAmlZM7Ha4si/9AFtLZWcP/UaYyatwR7Rd2AbFWsIvBe1FbrrUUJyBp/s30rJdT0YbdTEmSy5966AI1xwj0pXRycet/65VFWVg+/vZOHKFWz68yu0NDRisdm4/6nHSc4Y2E1HVVUKLl3hs0NHqSgO1biPnjyRoqv5tDQ08uovn2XkxLF0d3TRUFMbqCa6nE4unjwTsp7ZYiE2KQF7RBxWexyRMfFERMdjttgC17ilsZb9216mobqMy2eOMHHGIjQVFBWUwHUdHFGWpWRuv+cJiq+d48LJgzTW1vHen14iLWc0U+fdQURUNC5XFw21daxff2sp5m//7n0AJEkkITWFtOwsjEYTnx48zPLly3nxxRcH7Pd476UXWHTXI6RmjhjS/gFMZglBEGhrcQ/qkridKqpDC5ERtjaXsGfzThpq9YmTEeOzefIHDzFyYk6/2xEFCdUtce1c6y01p/tx9bx+P2fk5OCICCU0l858Tm1lJbLBQGtzM//7n/8XXR0dIcvEJiaQN2YMo8ZPZNL4mZjNfc03KkpbSEiwE5cQjtj3j/4SwocxjIEwTDSGMYxeUHzZFwaDgaV3LmLTm9vY/eH+XkTD5zoVRjr11+7POH3sPP/29C9YtmzZTRsytzz/WiBMSRRFpsydxZxli7E57PqAdhBPXoPR159A/89pk0XE41b7WN62t+hEw+ZIHGAPApKsz+KrvoG9frz+vYaiq72FqjI9myEmPpeqstOIokz2yNBcjKjYLOprLtPSWEJKxoKQg5cMurY+NXMGDTVX6epsoKTgECPH3dVzVD7pkZ/saJqg53Y41T5OVP5KiH89vcHbf3Y60rIW0dZSQmtzGY11+cQljg55SPecr0BHex35Fzejqh6iYjIZO3kVmib3VFw0f+VEQ0AiLXMRRde3U1d9mriECVhsUWi9xjb98QxZFrhpaDjQ0VrN9csf0dlRD0B0bA65Y5ZjtoSfzQ2Pge+3mPhcJs14lKvnttLd1cyFz95ixLg7iU8aE1jGbBMxmPUDVlWF2qoSAEoLL9PSWIsgikyffyd546ZjMPc80lRNRRQkPC4XO15/G4DsUSMoKyzi+oXL3LiSj+L1EhkbwwNPP0FMfP/VGbfLzcVTZzj98TGaGxoB/fOVmp2Jx+2hpryCgouXA5+97s5Ozp/4LGQbJrMZTdNwu1wIosicZYuYOGs6VocdQRBoqffQ3hx+Bj8qNpHbFt7Npwe2c+XMUeISUknNGjlIatEXoiiSO3Yq6bljuPTZEQounaKi6BpVpQWMnjyHnFF6bsOtpphPmj2G0oJKWhraqC6roLqsItDvMZDblr/fY9Xq1Rzc+x5rvvhtjCZL2GUHgtEkEhllpK3F06di1AeaTjbMVomOtmbOfbqX0gLdRc1qt7H+yXu59/HbB+xfkAQZj1Pg2rlW3Ldot+tHj2xKr2YoikJFSQnXL13h04O6PM/r8XDl7DnfuZrIGTWSvLFjyB0zmpi4BAySAaNkxmzo33b40oUa5i7IwmAcnOwR9IZwt+LCNNynMYwhYJhoDGMYvaBoPSXvFffcwaY3t/Hx7mN889+eQvJ1KPdX0fhry6baWtr5ydd+xbJlywbVkLlq1Sr27NlDztjRLF51JzEJPSFagm9EfDOy0Z/zS2/olrfeAFFwOztxOfXZNZu9v/AuX1VDFEBUUd2BX/Ur5akoOYqmKTgi0gI2qunZczBbIkOWi47NBqCzow6PtxODZAMBDAYh4ColihK5Y5Zz8fSb1FVfIiF5HFGxmWH3Kwj+5l8RzedEpWm684zWazwo+ts9NAF/4J/VFkVy+gyqyk5QnH+Q6LgcJMnYhwB0dzZx8cy7eL1OHJEpjJm8Fg2dZMhyj+xE1fS/vF6N6Ng8HJGZtLeWUlF6iJFj1zI4rcjNqxmK4qG08CgVpZ8BGrLBQs6oJcQnDdbacmjDX6stlkkzHiX/4gc0NxaTf/EDOtvryMybjyCIRMXqpF7ToKm+Go9blyu2NNZiMJmZt/x+ktL09z7YRcu/0v5tH9DS2EREdBRrn3iUU4eOcnT3PhSvF6vdzqPfeAZ7PzKS1qYWPtl3gCtnzuPxSZr0MEe9ulF+ozjouukDTKPZpA9eXS4QBKbNn82sxQuxRTjweDx88Po7FF66yid7DmKPitAzMCAoSyU8MkdMoKmuiusXT3HiwDaW3/dlHJExgfOEoV55MFkszF66ggkzpvPpwV1UFhdx5cxRSgvOAbeeYv7V/3wMi8nOib2VVBaXcubYJ1SXlg+63+PFF14gPSODG9fOMWbS7CGelQ6DSSQyxkBrs8eXS9MX/smUznYX1y+d5Mrnx1AUr4+8zmHBnctwRNnQtP7fG1k04u6Cq+da8LiGJvXqjfbWVsqK9HvK6/Hy7vMvUnS9AFd3qGQpISWFkePHkjdmDGnZWb5rKiCJMrJoAAFkceDr7HZ5uXq5lolTBjZx6A2Xt3uYaAxjSBgmGsMYRi8oQWnes+bPxBFpp7G+mYunrzB5pm416PdK752j8deUTTXUNvH9x3+C1+Md/AP6xRdJz8gga0RuCMnwYzBkw1/RGLimoW/LFiHR3qJfr/ZWXWZgtkYj9Y7c7QPNHxUB9F/N6Givpqnhmu+4bLS3VWCxxpCSeVuY47ZicyTS2V5Le0sJsfHj+jg6AUREpZKcNoXqirMUXt3DlNlfQpIMYfevn6dOMHqqFrr8K5ApoWk95EHocZUCSE6bSUPtZVyuNiqKPyUzb0GI66yzu5ULZ97B4+7E5khg3JT7dDKi6YRCU0E26Fp7UQBN1KspkiySPWIpF8+8TGvzDdrbSnBEZOpkRKPfWVxZEgaUgzU3llBwZTfO7hYA4pPGkjt6KQaD9SYE9Vbn1n3HZTAzdso6SgqOUFl6ioqSk3R21DNp1moMvhltDZXrF08F1nFExrDg7oeIiIrt2U4vonH90hXOfnISBIFVjzxI0dV8ju87GHi9q6ODq2fPM3XuLJrqG3XL2JpaKkvKqC4tDzi0hZyp79qazCZfQ3YirU3NlFwvJC45iS9952soqsLud7Zy5cw5zhz5BEEUWLhyBQajgXsff4jd723j0qnP2fPONro7upixeH7/DmhBmDz7DprqqmioreDY7ve4Y+0GZIOhxyWt5yB91yz4GgsYTAJGk4jBJGAwCoHPRyKpZI97goILVzj8/i5am5qRZZlNmzYNOcU8OSMBq8NMbamTiOhIHNET+WTvgSH3e6y591527d5LfFI6MXHJiL1t6AYB2eAjG03hyYamadRUXuPahf04u3R5W+aIXJatuzfgxudxq9SWO0nJ6l1ZETCIRro7VK6ea0Xx3DrJ8Hg8lBbe4Pi+/YH3zu8sBXqQqsftRvF6WbLqHuYvWxp6JIKIQTIiBKWu699pA6Omqp34hDaSUwdfpRxuCB/GUDFMNIYxjCBomhbo0QAwGg0suGMuOzfv4dCuYwGi0V9F468lmzqy+1N+82/P4+pyD/kBvXbNGg4dPcK0BXPC5zTchGyIkj6QVm+qANAwGAXMVgFnl0ZbQDbVXyN4z3peL6AJCKI+iA9XzdA0jfIiXSoQFZ1DU4OeE5I1Ymm/LkfRsdkBopGUMj78DLwAmXkLaKwvwNndEiAA/UEQQfPqfSQhA3gBnwSpZx9Gox5Ipij+RnYDGTmLKLy6g4qSUySkTMBijQYE3K5OLp55F5ezDYs1hglTH0A26DOFgiCAoKGqmu5KZRCRZCHQNA8aZkssiSlTqak8TcmNA4yf8nig4qbL0wQkX0K2n4DIRjEsJ/B4nBRdP0htpa4PN5kjyBuzjNj4vKD3Ixzx/MsIRjAEQSR75O3YHPEUXtHtc88cfY2Fd38Be2QM+ec/pThfl5U4ImO4Y91GTOaewZ8kheahdHV08NHbepjfzNvnU1dVzd4tOwBIycpAlmXKCos4sO1DDm7f2S85EwSBqLhY0nKyiE9OJN5HLuyREYH7q6ujkz/++Gc0VNdQcr2Q7NEjuPvh+4iOj+X47gOcPnyclvpG7n7kfkxmMyseWIvVZuPUoaMc+XAP3R2d3LZwaWB7/R2LJEnMXX4fuzf9mZbGWj47spNZi1eH3OeiAAazhNEkYAgiFaI4cEaKIAiMnDiO7NEj+ezwUU7sPcTWrVuHlGK+detWFEXhe/f9jLFTpzNu+lQ0VaO+pvaW+z0+2vQnJNlAXEIq8UkZxCdnEJ+UjtkyuP4CWRaJijHS2uxBDTLR6Ghr4PK5PTTW6RUEqz2SFffdw+jJE/t8b9SUO4lPMQWqvQL6wL6jVeHauRafO9ngoWkajXX1FF69SuGVq5QUFPYJV0zPySZvzBjyxo6m4MpVDu/cRXRcHHOWLApZThINgSpG4HeCrCevDwJXL9cSHWPBbLk5MYHhhvBhDB3DRGMYwwiCTjJ6Hhpe1cvtd85h5+Y9HN59nG/88ClEUQyyt3UHrfuXy6Y627v443++wv4dRwO/G+oDev369WzatAlnVxcWW/iH8c3IhsEo4Ooe3MPTYpPwuJWgRvCB+jP0jAzVZ48rij1Vgt5obrxOR3sVgiDhdncAGjFxo7A7MlAULWB9G7xmTFw2FSWf0txYgjCAQkg2mMgZtZRrF7ZTUXKSuKQxA8i96Esyeu3XbwtsNEtIkn5OHo9OFKLjRhARlUVbSwlF+QcYN2U9bo+Ti5+/S3dXk275Ov1BjCZbiK2s32ZWAzweFVUVeh2DRmbOXBrrruDsaqKu+ixJqdNDjk+X4+hmvyaLhMEg6BkgihZw2qqpvErB5b243boDQEr6VLJGLOyT4C4KPvnWX5FchENC8jgs1hiuXdhOe2sjuzc/T3xiGtXlNwLLzF2+PoRkQKgkzOv1suPVt+nq6MBis1Fw+SpNdfWB16tKykLWDTewT8vOZMaiBYyYcHPJmNVuY/KcmXx2+Bgn9h4ke9QIBEFg7vIlRMfHsevtLRRevsbbv3+etRsexREVycJ7VmCx2/j4g918dvgY7a0dTJh+F5Ish+yv97FZ7RHMXbaeQ++/Rkn+eVIyMpg0awYGk4jRpBPM/o5X8Ke/+zYZ8vn3/06TyBk9F7sjjwPbXuSJJ54YULYJ+vXeuHEjZrOZ3//+9+zatYutW7dybNcBFq/RA+Vutd/DYDTicbuprSoJ9OcAOCJjiU9KJz45g4SkDCJjEvrto5BkgahYvbLh7O6m8MoRSgo/Q9NURFEib9xsps5dSPboqLAVP8WrUV3qJGOEFRERg2SitcnD9YutgyYZLqeT4usFPoeoa7Q0Noa8botwBBzMnvr+d0lOTwOgs6ODTw7oVbjFK+/umUwQRAyiMew5y9Lgh3Zej8rli7VMm5E2uPMYbggfxhAxTDSGMYwgKL06al1eJ9PnTsbmsNJQ28jls9eYMG1s2IrGXyqbunT6Gj///rPUVTUgigIrv7CM99/cc8sPaJfT1S/RgIHJhmwQcXUPVNIIdhACe4QY1Ajef0VD1QiSGAiBZO7ejcyq6qWi+AgAEVGZtDYXIUpG0rP12TzFoyGgDyD8ECWIT01DOmfE4+6mq7MWq63/mdjYhJHExI+gqb6Awiu7mXjbI30enqqqoXi1kMFe78erKAp6PoZvNl1R8IWAqSiqPvDLG7OEs5++THPDDRrrrlFR8hmd7XUYjDYmTnsQs7mvdEHQNxGA16uieDUkSfSlioPRZCYrbyEFV3dRWXqc2PgxyAYrXm83Ho8Xs2ZCNlgQJTEgKxIFQBbwdLdz+exuaqvyAbA5Yhk35W4io9NRFc3nBqZXQ8Knd//tEBmdzJJ7n+DTA+/RVF8dQjKMZitRsfr7qqoq7S2NNNZW0NFWh8vVRktDA4119QGpTHdnJ92dPTZqRpORuKREouPicHZ1U3z9emCmW5IlJs+eyW0L5xIVF8tQMGPRAj4/eoKK4lIqikpIy80CNMZMmUhEdBTbX3qDuspq3vj1H1m78VES01KYsWg+VruN3e9u49rZc7Q1dTLnjvW6HMoHv0GBwSRgMkqYLDLJGaNRlBV8/OEuPj34EXnj0kmJzRjUcQoIgZtYoIe8qqpKW7MSsK6Oik1gzvL72bPrHVatWsWLL77Yb4r5k08+yd69e9m5cyfLli3j8ccfDxhU7H5nK3Dr/R5rHv0OTmcn9dWl1FeXUV9TTmtzPe2tjbS3NlKUfw4Ag8FEXFKaTj6SMohLTA8ho4Kg0VB3ic8/2YPLqd8PCckjmTB9GYnpcQiCQFe7F3tk+GFRXaWLlHQbNpuJ5gY3BZfa+u39AJ0g1lZWBaoWZTeKAmYBoN9rGbm5gapFRXEJH7z9LklpaQGSAXB0zz7cThdJaWmMmzpZXzfQixF+sC8Lg6tO+NFY30lZSTMZWTd/1gw3hA9jqBgmGsMYRhB6VyRc3m6MJiPzlsxiz/aDHPzoKBOmjQ30aLjdPeTiVmVTHreX13+/iU0vfICmaSSnJ/Dd//4qqVlJvP/mnlt+QJvC2Br2Rn9ko6dPY3BQNQ9dHXqasM0enmhomu40FQxd3gNuVQsZx9ZVncXlakU2WOlorwIgNXMORnNPKJk/NFCS/dUEfSY3NiGLuqrrtDQVD0g0BEEgd/RSWptKaW+toqbiHMnpU3rOSdHw9Mr76H1VgmePg5/5ihcsVomuLgVFAas9jpTM26gsOUn+xZ2oqhfZYGbyjAex2GLCjuFFAYL5l3+MoigqoqbLYgRBID55PJXln9PVUcv1K9tA89DZ0RBYz+6IIzVzChk5kzAYdeejipJzXL2wH6/HhSCI5IyaTd6Y+Ui+mVDN0CPh0dAJh6bqLlyKIqCqfRvi/5qw2CUEwYvb1bdHwmyx8cm+LbQ01NLe2ogkSSGJx7IsBwaAkiyj+F6bvmAusxYvRFVVPvv4GOdOnAo0eEuShKIoGAxGpsydOWSSAXpex8SZ0zn7yUk+2XeIB3KfQPW9salZGTz8jafZ+sLrNNbW8fbvn+euh+9j5ISxjL9tKharlR2vvk1VaQEf73yDZesfwh5p88mfBGSDqAfBCQKiICEIMGfpImrKysm/cIltr7zJl77zNaz2/kP7+oMgCLi6VRpqPHj8n0+fSi45PZd5dz7Igf1bSU9PZ82aNSHW2lu2bGHr1q1YrdYAyfAj2KBi//79bN68ecj9HtGxCdhskdjtUcTFpjJ6/Cw0TdOJR00Z9TVl1FWX0VBbgcfjorr8RggpjYxJID4pHYvVQUXxNZob9YBAmyOWsZOWkZiSR2SsEQT9Zu5oVfolGgIiNaUeomIFCq+ET2jv6ujkxrV8Cq9e5cbVa3S0tYW8HhMf5yMWY8gakYfR1PMdvW+7bgkcHNLX0tTEZ0f16vbSVSsRRRlZMiANEJApIgw6QDMY1681EBtnxWa/+XNjuCF8GEPBMNEYxjCCoAY1JiiqglfVByKL7prPnu0HObzrGF/7lyf7BPZptyibKrtRyX9/9/fcuFoCwLK1t/P0P38Rq01P+E7PSWXzlqE/oOOSEjFbrYNaPhzZkI2BKc8wg+C+D9jWRl2WYjTZ+gld84X09epxkCQ9V0KSCPQ1eDxdVJV/CoDZEkNHWwUWaxyJKVP7btOr6TO9lh75QFxiDnVV12mqLyYlfWDHGpM5gsy8BRTl76ek8DAx8XmYzA4Ub1D6uaALToIhCL48kOBU9aDX9bRhCbNVortTd+ZKy5xJVdlpVNWLIEpMn/cgMbHJaJq/cgIer4KiaPqsswj+a63b3PYcg7/aoMl6kF9s/BicXfU4u+pYu3Yd990XGoS2ZctWiq8fZdSEpVSVXaSxvhTQKwcTpq0kIiox0JvfVyKmWwMTNHbRkNA0VZdfKXqfjb8K8pcQEE1TcbtbabhxjesXT6AqXkRRDJkJbmuup625HlEUEUWxz+B306ZNbN2qz6IrXi+yQWb1Yw9hd0RyYPuHXDt/MXCO8clJzFq8kLxxY3n3uRepKi3j3T+9xCPfeIZIX+DeUDBzyULOffoZJfkFVJWWk5SRGngtKjaGh7/+FO+/9jYl+YXseOVtlt13J4vXLCB95CRyJ0Ty2x+8QH11OXs2v8J9T30Ji73/Jl1RFLjn4QdoqKmlsa6e9197hwee2Thgs39vqKpGS4OX9mZPcI0yYGwAkJKRy90Pf42S/AvsO3CYzZs3B5YcNWoUv/zlL3nssceIjIzss32/QUVaWhpbtmwZWr/Htm1MnnUHXtWNJBoQBREBEUEAqzWCzOzxZGaPR0VFVRSaG2uoq+mperS3NtLaVEdrU13ItiOi4sjMm4DRJGO2qoiSgP+j5exW8Li1XhMtApIgIQoiRdfaMZlFTGbJd/1UKktK9arF1WtUlpaFfMcZjEayR44gb8wYcseOJjY+vDyzu6uLomt6ZXHslB6icXjnLhSvQtbIEeSNHYdRNt1UsiSJ8iC7M0KhKiqXztdw2+yMmxoTDDeED2MoGCYawxhGEIKlUy5vz2zqjAVTsdgs1FU3cPX89UCOhtuXo+EdIsnQNI0P3trLC794E7fLQ0SUnW/8+MvMvaPHTUkQBO5+YAkv/OKtIT2gt23bxu339A57Gxi9yUb/FrfhpQLNDfpMoSMqUW+e7jXY9DsoBQ/HdetW/WdJFgJEo6rsBIriwmSOoqOtAoDMvKUhjir+LclGAVXxD+z11+MSdavT1qZKVMWFKA08Q5ecPoW66st0tFVTlL+fEWNX43MqJZRG+PtKBJ90KfT6Bjcia5qu65YNImarRFeHl6L8/Wg+IisAJrNdd6sK2OiCbJR8FQQBxavicfcE+vXel6aB26XS3FRMZelRli9fPmDOyhNPPMHu3XrTsyjJjBx3O1l5MxBEMaQ3ZDDQB6IikqQGemX8V0snTgRIRzgComkqzq4Wujob6epooKuzga6ORrq6GgPXyI9gkhHYvyAM8nx3M2bKJE4ePEJFUUlgmZzRI5m5aAHZo0cG3scHnn6C13/9Bxpq63jvjy/y8NefxmofWqBZVGwM46ZN5tJnn3Ni/yHWbngETdNzZyx2EYstgu/8+im2PLeNQ9s/Ye97H+HxNPOl799HXPJIHv76l3n3jy/TUF3Lm7/5E/c//QQxCb3zPQIeZ5gsZtZt+CIv//J3lFwv5OhHe1l0z50+lzQNDbW/jyzdnQpNtZ4eQt0vBEwmC6MmzmTE+NvYu/lPzJ01k1dffZWYmJibfs8kJydzzz338OHOnWzYsGHAHA3Q+z02bNiILMnkjJ6Eqqn651iQkEW553vAt1sREVEWiU9MJz4hHSZqeFUvl858zIXPDuP1BtkSaxptLQ1cPH0o8LuomETiktKIS0onPimd9pYEYhL83xm6ZayIQEuTm6Y6F6raRXtrMYVXr3HjWj7Orq6Q409ISSZv7BjyxowhIycH2XDzYVb+xUuoqkp8chJxiXqPW111NedP6Vksy+9dg8kwuAqCLA5NNhWM1hYnxTeayB0xcEVvuCF8GEPBMNEYxjCCEFyVcCk9X6Ymk5F5S2ay7/3DHNp1jGlz9Fknf4+GZwiyqca6Zn71r89x+qjuoDN9/iS+9R9PEZvQd4Zo6b0LeP33mwf9gN64cSOywcD42/rO/t8MwWRD9st/tX7HKSFo8UkSIqKSMJolXF09g0NF0ejDw4TQ3ABB0MlGZ1sj9dXnQxaNTRiHIzK0UVEUCbGudTs1QCcbFlsUNnsMnR1NtLWUERUbLl04eN8iI8au4NzJV2msu050XAHRsSNCm7195EkK6sW4GTzunutYUrDPlwEiYLXF0tXZwLUL+5k6u2+jv4CALAsYZAnFq6Eo4HYq+uBRBdACLl0ej5Pi/A9Zvnw5778/cBDa+++/z6pVq9i7dx8zb3+MiKhkQOtTwRgs9Nujb8lLJ076tdI0la7OFjrbGmhvbaCjrZ6Otga6OppQb0LObRHR5IyeTFRsIi5XN6cO7sBsteNxdQ8qV8Z/vnv27EFVVURJYty0ycxctIDE1L7ZAVabjS985Ule+dXvaayrZ9OfX+ELX90YIm+5GSRZYMnaJVw+fZbCS1exRrQyYkIaQi8ly8Z/fYC03ETe+J/tHNp2grrKRr7x318iOTOZR77xNO/96SWa6xt563fPsf7Lj5OU3lMZ6aEZOuKTk1j50H1se+VNPtl3kJTMdEZNHO+rS0j+mpgu49I0FEWjpd5DR9vQg+U8LictjQ089thjxMYOXl720EMPsWPHDvbs2XPTfo8NGzeyZ88ebr/7oZCwPlVTcCsKoiBh6K8/QYDqiiI+PbwjIJOKiUth9u2riU1Mo6m+irqaUpobK6irLqO1qYnmxhqaG2souKyHgposNjJyM0nLziIzN5eElBQKL5WQf/EylWUFtDTWhuzSbLGQO2Y0eWNGkztmNBFRUYO+Ln70hPRNDvzuwAf6pMC4KVPIyh18Qro0hEbwcCgqbCQ+wUZEZP/EZrghfBhDwTDRGMYwguCvaKiqikcJta5ddNc8nWh8dJTZi/TKg8vlRtM0lEE2gh/be4rf/tvztLV0YDQZ2PjdR7jnoTv6/cK2R9j4wf98nX9/5hesXr2aF154of8H9IYN7Nmzhy88/WXMNlvfssIg4CcbCPpA3uMGBC0wsOkZkwYdrwAtDfrD1xGViCwLKEYhkPythJkxDTRxB42aJEmgvOQImqZitsbi7GpEkk2kZ4daz0qSnize+5oFk43YxBw6O5pobizuh2iEwmqPJyltOtXlpygrPEBkZGZIFogoAmL/bj7Qd9yjKBqKV+X6lUNUlJwFYNSElVhtcZw9+Qq1ldeorykiISmn77YC+xVQvWrgvJFAEEVkSUBRNRoqL6OqXl566cXB56ykZ9DUUE5E1OAskweCX1SmaSrdnS10tPWQiY72BjrbGvslFKIoY4uIxe6Iw2yNoqGmMOBcNnXuUkZNnAPot8j5T/cDugVpq8s5tFyZ9HSyRuZx98P3ExEVhTjAexgRHcVDX3mS1379B6rLytn20husf/IxpN77EsBsEbHYJCx2EatdwmKTMJpFNC2Ckwcn8+m+s+x5dz+jpzyB2uuzKAgCdz60iIS0OH7/z69y+dR1/v1Lv2btxkeJjInhoa89xeY/v0JtRRVvP6s7VWWN8FsN96YaMHbqZCpLyjh1+CgfvPEu8d9JDOToCD4dlIRAR7uXpjo3ivfW9G0a+vfcrRpU3Hb7fPbs2UN6ejpr165l/fpQid/WbduQJZnb736I5Iy8sNtSNQWXoiAJcoita2d7C6eO7aT4uj5oN5mtTJu9nJHjZwacmRKSM8nMzSU1w4YGtLY0Ulp0g/yL16koKaGprgpXdycFl65QcOlKv+cTn5TG2CnjyBszhpTMjCBb6aHD5XRSeFXPCvL3Z5QVFZN/4SKCILDs3jWD3pZuazu4wNX+oKkaF89VM2teJpIUflvDDeHDGAqGicYwhhEEf4+GS3HSe6Z21sLpWKxmairrqK7QB0Rup3tQblNdnd386b9eZe/WjwHIG5vN937+VTJyU2+yJkyfN4l//+N3+em3f0tGRgZr1q5h/bqgB/SWzWzbuk3PS1BVasoryBk9Ei9etJuSDcH3n0+X7ft/VVMwmkS8nh7phRZmgAOgKgotTfr1iIjUG8GNZkHvc+gOUxLxzXj3RmtzGS2NhQC4XbrNY1rmfAzGHvmKbBCCpDp94ScbcYnZlN04TWNdEVkjBp5501S96Ts5fQ5N9fm4nK1UlB4lM3eJvk9ZAISbSkzC7aPw6nGKr58AYNzUu0hJn4CzSyE5bSrV5We4en4PsQlf7re5U5IEXL3sMw0GPRNB1KCp/gLr1q0dWhDa2jV89NFejEYrgtjzzvtOoufHoL/994imabhdnXR3t+PsasXZ3Yazq43u7rY+kqfAdkQJs8WBxRqJxRaJxRqFxRaJyWxDECSc3e0UXDqMs7sNSZKZt2IJ6bnZaFotXkW336wu0zNUnJ2tQz7ftWvXcujoEewRDjRNRROkATXscUmJPPD0Bt78/Z8ozi9g59ubePCrD2F3GLDYJSw2nWD0l+StaQprNizn031n+XTfWe57ppbkzISwlaOpC8bzwxe/wS+/9TxVJbW89LM/sPrxh0nPzeLBr25k20tvUFZQxObnXmHlIw8wZsrEfi2pF6++m+qyCsqLitny0ms89q2vBXrJvF6Nplo3XR0+6Z7gz1PRfL05g6tqOaL06s6tGlQ01tWhqiopWRkcOPwxmzZtCiwTFZPA5Fl3kDN6MkbTzQewiuZFURQETePq2ROc/+wAXq8HQRAYNX4WU2cv65O1IcsiSWk2BFFPmYiOiSc6Jp6RY8dz/rOLXLtwiYqSa3R1tIXfqQ8dba1UlVVhMpvRgOT0NAyGW5MsXb90BcXrJSY+noSUZEDg4PsfAjBtzlwSkvpOLPUH6SZp4INFZ4ebgvwGRo/t30FwuCF8GIPFMNEYxjCCoGj67Gtwf4YfJrOJ2YtmcHDnEc6fuqQv57o50bhy9jq/+P6zVJfXIQgC9z+5ike+uh6DcfAfv+nzJvHq/t+yf8dRdr6zn03v9Tyg03NS2fi9h1FVlT//7HUOfLiT+OQkcsePRh9264OIEDLhQ3/jbxEJg1Gix1+1fw1Ve0sjqqIgyUYstp6Zzv6GLpJv4O5fRvDJtYqv67ppsyUaZ3czVnsi8ckTA8cpG4RBpSe7nRqOyDREUcLZ3YbL1YzZHBO0RM82VFULOGHJkoGsvGXkX9pEbdXnxCWMJTo2VW8WVTW4KdEI/f/KsjPcyNeJ5agJS0jP1h2tTFaRrNx5NNRcpbO9kZKCU+SOmu0bxHfh9boxGkwYjBYQeprkwWel67sGXk83He0NQw9CW7+ezZs2ceGz7UNa71ahqQrdnS10d7ZA/cDLKoqXj3fu6ff1rs6OvzxXJjiavRfMVgmrXSI1exSxiU/z639+litnzvPJ3mie+P79N5WK+HNPMkemMXX+eD4/eon3X97H0//+SNjBvABkjUrjx69+m19+63mKr5bz3h9fYvkDaxl/22TWf/lxdr7xHvnnL7HjtbdxdnUzZe7McHwfSZJY86VHePHnv6KuqoZd725m1aNfoLNNoanOTe9WF3+lI9AoFESE+rvTo+MdxCUmDNlBatOmTUTHxVJ4WZ+5X7ZuNaIYR0tjBx63G5PJjNFkGbIUp6LkGmeO7qajTXe8S0zJYtbC1cQm9J3AEQSB5HQbsizq1rNVVVy/fInrly9TUlgQcCcDvWqYkpZNUtpIYuKScDq7aKjVHa6aGqrp7mqn4PJFCi5fBHSr2uS0dNJzskjLziY9O5uIqL7N8eFw5dw5AMZOmYwsGSm8fI2SwkJkg4Gl99wzpOth+Av6M3qjrLiZhEQ7MbHhTUWGG8KHMVgME41hDANfUmtjIyVVpQhGFdXkDPswX3TnPA7uPMLp47oUxtntpLGxkYhIR5+HpNfj5c0/bOXdP29HVTUSUuL43n9/lfHTR9/SMdojbNz76ApWP7Kc9pYOurqcWK1mHFF23YFHkLhyppxj+w6z9dXXefI7/0hcciKg4VUVQkIZbgI9o0ECn1RioCF2s182FZnQ0zPRrYLqa/IOtojtp5pRV32ZzvZaREnG2a3PfvobwHv3YwwGitdAZEwazQ2ltDQWk5Qa03cZRcPr0ULe5sjoLGITxtJYd4WSwj1Exz2OrlcaeN+9X66tusiNa/sAyB45l+yRswKvybKILcJK5oiFFF7ZRcGVIyiKh7rKq7S19ozEIyLjSUqbhD1iDLJv5jA4N0TxSftuVcYSEZ2CKEqoqoKquFG8HryKB9XrQVG8DPSui5KMKMpIvn9FSUIQJR+VDRpS9woYDM7j8HicuH15BqIkYbVHYDCI/iUDu3e7XHR1dAYGw39proyqqRgNBqx2nVRY7BJWm4TZJoVUy1KyJqOxkf/5/p/Z/c5homIdrHvyrgH3FVxBXLNhOZ8fvcTRj06x7st3EZcS3W8/THR8JP/6/Nf4n2+9yuXPLvPRW5tobmhg3ool3PPFBzFvfp/zJ06xZ9M2ujo7mLfsjrCk2xEZwdovPcobv3+OS6fPEhGZSvbo28LsMQyCq1lhSIco6U3tE2ffNuTE8G3btiFIIpqqkpyRRmJaCtWlLkxmKyazFXGgdM0waGtp5MyxXVSVFgBgsTqYMmcZ2SMnYpCMYddxRGoUXDnvIxeXaGtpCXk9OjaWkePGk5o5Cq83EYvVjM3eM3AfMWYaaOD1uKmvK6euupSW5gqqy0vo6uigoqSEipIS4DAAkdHRpGVnkZ6TTXp2FklpaX0kVm63m8IrVwGYOO02REFizw7dMW3OosVERvf93uoPwi3a2g6ES+drmD0/E4Oh73aHG8KHMVgME41h/F2jpaWFV199lT/+8Y/k5+cHfp+Zm869D9/FneuW4ojo8aafMG0skizRVN8C6EneD8x+ivScVO5+YAlL712APcJGeXEVP//esxRcKgL0pu5n/uUxbPbBWc6Gh4Ak6jaLcfEWREEnF6IgBgbhDz7xRapKqym6ns/bz/2Zjd/5Nla7DVmU9QElg28ANRp1O0kNZUCm0dJQDUBElO6W4nGreH1FHknypWr7xl/B1Qw/vIqH0sIjvuWNqIqX+ORJ2B3JyLIQMrgeCiKjs2luKKW5oZik1Gmh+/RqqF4trIQmZ8RiWpuL6Oyop7L0M9KzZ+khd337ngMIJkENtfnkX/oIgNSM6aRlzeuzvGwQyciZREXJSdzOForzj7Nu3bo+mvUtW7YiisfIHrWSmNickIGw5BtQ3aqMRVUVOtvqUfoxMhBECZs9FntEHI6IeOwRcdgj4rHYovtNYNYvz8CEVtNUrl88TEnBSQBSMscwd/ka0nPtGIxCgKZ0tLZRkl/Iif2HdKLhG/ze6vlmjYokLtmqy58sxkENbhfcNZO25nZe+NnbvPPsB0REO7hj/fywy/Z2xxoxMZvxM0Zx6VQ+H7y6jyd+8ECYqkbPTWW2mHj8+4/y3rM7+ezQUU7sPURLfSMrvrCWZfetxuaw88negxz9aB/dHV0sW7sKIcz7kJ6bzdw7VnBsz0d8emgX9qgk4pPSBzjLMDd1GNJhtUsIgsD4GVP5ZM/BIThIbdB/9mUOjZkyEU3TST4QyMXwetzIBiMms7XfSQWP28WlM0e4du4EqqogihKjJ81i/PSFGIy6rMujuhFU/buyqa6GytJ8qisLqKkoCSF6BoOR7FEjGT1uAuMnTcce4wANqso7aG500tHmwWYzhH5dCSAbjSSn5ZKcloski2RmO2hurqf0RiFlN25QVlxMbWUlrc3NtDY3c/lzfVJKNhhIycgg3Uc+0rKzKLtRhMftJjo2lrTMLM6dOklNRQVmi4WFK+4c4D3rC/kWbW0HgrPbw7XLdUyY3Fe+NdwQPozBYphoDOPvFnv27OH++++nq6uLdevW8ZOf/CSk7+HZ/3qRF3/1Bj/+3Q+YuXAaJz8+ww+/9lPQYM3aUO/+zVs288Iv3uL1321m8ap57N16GJfTjT3Sxjd+9CTzl88c5FEJvuqEiIgUqFSIgtDH3jUcZIPMQ089xbM//S+aGhp476WXefSrzyBJEpJvxllRFQbjJSUbdftZ4SbOUz0VjSQURfP1SfScj2wgEAQWrppRVfoZblcHkmzC4+5CNljIGjEfgyz0q4MfDKLjsikpOExzQxmK6kESDQHbWVXpe0a6PEtEkuzkjFzC9cs7Kb1xjLjE0VisehNxvzawvsNsaijm6oUdgEZiygRyRi0J7LM3YWptLsHtbBmETesG9uzZxugJa4lLzA28brFZsTvibknGIssyHb7Ga0EQsTlisQeRCXtEPNYBCEV/0IfNvSLNg+D1uLjw2QfUV+sz0blj5jFtwSJsDhlBVCgpKKH4WgEl1wqoq6oOWVeSJIwm49CD37ZsJjU7mZxx0YFBkaqqCJI4qIHZyoeX0trUzqY/f8jz//k29kgbs+8IdXXzBxv2xpoNy7l0Kp9DO06wZuMKouMjBrQSNpokFt6znJj4OPZt3sHVsxdobW7h3iceZsGdy7Dabezf+gGnjxynu7OTex5+IKRR3eNSaahxk5E7g4zcUspuXObo7ve46/6nMFuHHuYHBEiHzSEjIGCxWLnniw+y9YXXWLV6FS++cDMHqb3kjZ/O9Qs6sTx7/CR5Eybg6tYozj9P0dXPaWnqqeRFxSSQO3aqr1fDEri+pQWX+PyTvXR36v0TyRl5TJ93JxHRPfa/3Z3tVJffoKqskJryG7icvaxnk5MZOW48I8eNJ2vECMxGCxajFQGR1q5mqso76O7yYjLLCIKAx6sGqmzhoHhVWltcxCUkEpeQyLTZcwFwdTspLymi5EYh5UVFlBcX093VpRORG0Ep9z5Hs5j4BCpKS9i3YwcAC5evwGobmrWy9FeUTQWjurKNhEQ7icmOkN8PN4QPY7AQtFv1NhzGMP4vxp49e1i5ciXLly/nhRdeCCsBqKmpYcPGDezds4cnvvEIL/3mDZYtX86LL7zY7/J+735N05g6ZwLf/q+niUvsXf72kQl8hEKUdIkQ4pAHdr1x+WwDjfVOaior+ON//wy3y8WMBfO56/4eXbuK5iMbN5dSlRV24fUoYYPc8P1u28v/G4/byYzbH8doTAhrdqUq+jCsdyO329XBmU+eR1U8CKKEpiqMHL+CzLzJuLrVPrryoUDTND47+kfcrg7GTr2P6JgsvB4hJPjOD1EUMBh6rGs1TePimXdoaSolOjab8VPvx+sN76AFeqWmq6OKi2feQVW9xCWOYszE1QiCiKqBLOv6fz88bidH9zzLkiWLB7SlBX1WeNWq1ew/cJCZC57BYrMgSdDd3U7+xaPUV1+koqJi0DKW9PR0YuKySMuejCMiHqs9JjAz/td6HISrbHR3tvL5ic10tNYhihLjpt1NUloaTQ3FNNYVUVlcHEjq9iMuOYmGat2m9Jkf/RP5Zy9y5MM9lJeXD/p8MzIyePTba7jrocUhr+khcIMjspqm8ccfv87ezR8jG2T++dmvMmFGjwRS6acRXtM0fvil/6HgQjErH13CI99a08eBKlhq1lzvoeSKEwGB0oIb7HjlLVzdTiJjolm38TESUpK4cuYcH775HqqqkjN6JOs2fBGD0Uhro5fWJk9AreZxu9i9+c+0NTeQmJrN4lWPhpXW9D2evhAESM8zh8xeXzt3lQ/feBNN08I6SG3btg3ZYGDWkrVcv3iKqtICZIMRr8eNLSICj8uNonhZF2bdLVu3Iksyc5bdh8Vq5/TRj6irKgXAHhHNtHkrSM0ahaaq1NeUU11WSFVZIc0NoeTUYDSRPWoEI8ePY8z4ScTE9QTmGUQjZoMVAfAqKtevV9HtDK3uGc0SXreq92j1A1EUyMqLQJL7/+5WVZWG2hpKb9ygtOgG5cXF1FVVhV1WkiTmLl5C9qjRZOTkDJpw2I0RQ5agDRYGo8Sc+VmYzKHfUwn2NCLMw30awxgYw0RjGH93aGlpITMzk/nz57N9+/abDvLuuvsuDh44yPLlywclFVi1ahUHDx3kzcPPEhkdhSiIvmqC6JM5iUNK7x0KrpxrpKFO185ePneWN/74BwDu+cIDTJs7J7Cchp4Zot2EbFSVduPs8gYGQr2/Ljo7Wvjwjd8hCCJzln4LtPAaYUHUqxneXiqdwiu7qa26gCyb8XqdRESnMvP2RxBFEcWr4ez6C5gGUHB5F7VVF0lOm05q5u1hde2SLPjCA0Nf6+5s4vSJF9FUhVET7iE2bizefmxBnd21XD73LorXRXRsDuOmrAsM6vzhaVa7FNh/ScEpCi4foqJi8APm9PR07JGJCAh0tNUHgshEUfTlaPSfKwE9hOXAgYMsXPEPGIzhZyL7e6+HCr+fEUBLYyVnT2zG7epCNpiIicukva1ObxAPgs1hJ2vUCLJHjyBrVB4VRcVsf/ltUrJS+Jc/fAdNdfG9B3/M7QsWDeqzuHr1ag4fOcwfPvoJtohQ2aIgiMhDcOlRFJVffOePfLr/c8xWE//+wrfIHZuJqqkDXquzxy7z31//IyaLkd/v/DGOKFuvqkYP0Whv8VJ4vjtg29BYW8/WF16jpbEJo9nEvY89RM6YURRfu87Wl17H4/aQlJ7OopUPIYp9ZZmtTfXs3vxnvB43Y6fMZcqcZX2WGQzRsNol4lN0qZ6mabQ1eakoquaDN/Xvl5j4OJrqGwLLxyUmMGnODMbfNpWmug5e//X/AHD7PY9wYt9W3K5uVqxYEbaSB75Jmw0b2LN7d0CSJskGxk2bT0buWOoqS/SqRUUxXo8rZN2Y+BSSM/JIzcxj3G25WG3+ng0BWTRgks2YDVZMkn7/ezwqpSXNdHR2hgS2gi6JTMmwUVPZNaAlcFSMifikm8tiBQTMshWDZOD0p8d5+U+/xmQ2k5aZxY38a2HXiU9KIiMnl8zcXDJycohPSu4zISUJEjajI+z6fy3EJdiYeltonlGkOZZ4e99MmmEMIxjD0qlh/N3h1VdfpaurixdeeGFQXvzz583n4IGDvPji4LMKMjIyOPbRae770uq/5qHfFMFSo3GTp3DHqtXse38HO9/bTFxiIpl5uvRGQNf0KpqKqoXPOdA0kI1AkPrAn67rR4svEdxqj+uXZAAYjIIvxbunStHZXkdt1QUAvF4nIDBuyvLAQ1TySafCyZwGi6jYbGqrLtLSVExS2kLdecsfLByQSoVnfRZbDJk5cykpPELRtf1Ezs4G+oa3dXc1cvXCJhSvi4ioNMZOXhN25tjr0TCa9OtXVXpu6La0a9awfft2vD53HEEQsVijkQ0Wdg8mCG2DHoQ2bc79/ZIM6JGkC4LwF5EOAV1qVnTtODeuHg1sw+txUVet29WKokhyRiZ540cyavIoMkelYnPIvgZtkau/0F27pswbTWySETDyjZ99iZ9/87mb5sps3LiRPXv38E+//UofkqGfkzokjbkkiXz7Z1/mJ1/5NRdPXeO/vvp7fvLyd0nMGDi4bvLcsWSNTqPkWgW73j7M/c+s7N0yH4DcS14XmxjPw994mh2vvEVFUQmbnn+VO9auYuq8WXzhK0/x7nMvUlNezs53XmTxPY9ic0SFrB8ZE8/sxfdydM97XDl7nNjENDJyxwZdg0GdOla7/qFRFI3Gajdej0Z58ecAjJw4jjVfegRnVxcupwuT2YTJ4neQ0ii8rPdfJaRmEROfgqaprFix4uaBizt2BAIXo+NTiIyJpyT/AhdOHgxZ1mSxkZyeS0pGHsnpuQGJWFySEastePsaXtWD5tWQRAlZNKJ4NUqLmvG4lVCb58D10XC7FNIy7VSWdeh232HQ2uwiKsbkc+oLD1k0YJYtgarDlYt678aseYuwOxzcyL9GdEwcd9y9muIbBZTcuE59bQ31NfqfM58cB/SAwPTsHDJycsjMzdMdrux/+6pCQ10nFWUtpGVEBX433BA+jMFguKIxjL8raJrGmDFjmDx5Mu+8886gl580aRLvvvvuoPdz/wP3c+rMp7y577n/X5vl8i81UVvVwww0TeOtPz/Hpc/PYLXb+fL3/pGomFApVzgplYY+09nW5KG53tNnoOn//0ufHebymaMkJI9nxLjwjjyCCBa7qA88FY3uLhVN1bhydhMtTSWIkgFV8ZCRO50xk+4Iab78y6oaAk5nF6eP/h7QGD/lSYymCCRJ1KsYg7DLVVWFz0+8TFdnAwnJE8jKWxHyusvZypXzb+Fxd2CPSGLi9C8gy6FkxC87EwR9Ztjj7ubgh7/ivffeG1KvwXvvvccDDzzAhKl3ExWbhiRHoir6oKWx/gbXL3+AqnhZu3ZN3yC0rduQJJlJM9YQn5R7kz31j8EQD5ezg4baYuprCqmrvo6qhBJZqz2apLRcRk4cTc6YbKbdHovFIYV9L765+kfUlNfzvd88zdT54wO/P//JFX7zTy/jdnr6zZUxmg1847+fYNLsMSGGCcEYalUDoKujm3994ucUXS0jPiWWH738LWLiowZc59P9Z/n1917E5rDwuw9/jNVhCakk+EmHx6Vy6dPOPoNer+Jl77vbuXxaH5xOnjOHCdPuoLmhkYMfvEZXRxtWewSL7/kikTHx9MaZY7u5dv4EssHEnfd9OdDXoFfbBv58CUBanhmPS6O+2o3BKOCIVvnTj3+K2+Xmwa9sJGtk+HA9xevlDz/6GZ3tHSy8+z7aWtq4cPIAFUOQvqWnp6MoPZUGQRCJS0rTiUXGCGLik/r0rzmiZGITe7tPCUiijL8zx+PRaKxUETQDIgJe1YtHddMbJpNERm4EHo9KVWkHbnd4mZwj0khSal+Zk4CASbZgDHLDUrxe/ukbG+nq7OTLX/8ur/359zid3TzxzDeZNnNuYLmO9jaKbhRQXJhPUUE+ZcWFuHvJCwVBICk1jZy8UeTkjSI7byQJicl/k+eOKInMmZ8ZqBIJiGTHjKGpqYmOjg7sdjuxsbHDDeLDCMFwRWMYf1dobGwkPz+fn/zkJ3+T5f1Yv249m97bRFtLO5HREbdyqLeE3l/wgiBw3+NforG+luryCt5+7gU2fPsbgSZEABEBQZRDpVSaBpqGwRj+geGvbDTV6w3FNkdiv8dkMPYkeIiSgNEkUFtRREtTCSCgKh6MJhu5Y/u6+Ug+16n+eiP6h76OgBmbI4nO9mra28qIjR+PqmkYxMFlcoiixMhxd3Lu1OvUVV8kJm4MEVGZgN5fcu3iu3jcHVhtsUyYen8fkhEMf1O4X/J0qzatsYnZWG1RdHX2NPVHx+Uwbc5T1FVfYtfuQyFBaBGR8Ywav5jUrIkYDH9Z42a4aoeieGluKKehtoiG2qJAuncwbI5oRoyfSWrWCCKjY0jOMiEbBFJyjNgiwz+GGqqbqCmvR5RERk8JJUeT5ozldzt/xJEPT7F/09GQXJnUrCQe/ta9LFw5E6tDbyZWNdUnXQx9z4da1QCw2i388A/f5AeP/Yzqsjp++tVn+bcXvoU9TNXEjxmLJ5GanURlcQ17Nx3h3ieWh1QH/d5TkiH8cciyzF0PrScqLpbju/dz7pNPqKtsYO6y9Sxbu5GDH7xGW3MDe7e+yKKVjxCXFCpxmTL7Dprqq6irKuXI7ndZsf5JZIORwZhCmK0iHS0KLQ0e7JES0QkGPj92ArfLTWxiApkj+ieu1y9eobO9A1uEgynzJvDKL37HurVDr+Tt2PE+GXnjSckcQVJadqBJPOzxWkRiEno3RovIAftlcLtUqsu79O8IQcQomRCF8NUIl0vB2e3FbJFJzbJTVdaBy9mXbLS3uomKMWG29NzPkiBjMfS1771+7TJdnZ04IiK5fvUSTmc36ZnZTLltdshydkcEEydPY+Jk3TVPURQqy0spKryuk4/CfJoa6qmuKKe6opzjh/cDYLM7yM4dSXbeSHLyRpGZk4tpECGIN4OqqFy6UMNts9Jpb2tn6zvvs+n17VzPvx5YZtSoUTzzzDM89thjREVF/cX7HMb//RgmGsP4u0JHRwcw+EHeUJf3w7/8lfM1pKSDwShiNEkYjRJGk4jBKCJJf/3GvXCDZ6PJxENPP8OffvZTaisr2f7GW9z3xOMhgysBPVVW1RQUTQmE/PVHNEBv8G6u16VTNkf4BFnBl4ERcoyyRkmhHs7nzwkbNXEJBoM5EOAXPKFrNIl0ewdry6sP3hSvin8SNDI6m872atpaS4hPmoAo6infgtDXCSocIqJSSU6bQnXFWUoK9zF+6uMoiof8S5twOVsxmSMZP/VBDMaba7Q9bg1Z/stsaWXZiKbRR1ImG8ykZEwnJWM6iseJorgwW0zYHPa/+gxjZ0cT9TVFNNTeoLG+FMUbOssqyQYUrwdBELlt4Uryxk4LkFhHtKznokgQlxw+8wDg0mf64CV3bAZWe9+Bpc1h5c4v3M6KBxfS0dpJd5cLi9WEPdIW9nw1TUVF6DPoUzUVqZ9BZn+IjI3gX/74Nf71sV9QXljNL775J/752X/AZAl/PqIosvpLy/jDD1/jozcPcecXFmGyGPvIp0RRQJIEeveWC0B3p0rWiDloSiSfHtxOVel19m19kYV3PcSytRs49OGbNNZWsH/HKyy480FSMnqqDKIkMW/Zfex67zlam+r49ND7zL1j3U3PU1U1ursUurtUYhIMOKJkNE3jzFE97X7a/NkD3ltnj38KwKRZt6EqHlqa6oceMHnffWzevJkpc+7AZB74MybJAvEppl7fbSJSkPWrs1uhpqI78PnRNBWXtxtBEHQyGkb22NbixmyRkWWR1EwH1T53qt5orHOSmmkHBEyyGaNkCutsdvYz/fqNGjuBY4f0vJ3V9z18UzMQSZLIyMohIyuH25fq1dXuDic1pRXkX7/I9fyLFN24RmdHO5fOn+HS+TOAfv+lpmeSnTeS7NxR5IwYSWxcwi19L7Q0dbP5rd389H/9hO5uJ+vWreM/fvIfgYrili1b+M53vsMPf/hD3nvvPZYvXz7kfQzj/y0ME41h/F3Bbtf1u4Md5A11eT/8y7c0qXjcbWGXkSTBRz50EmIw9vyskxFJJyhGadA2r/2ZjsTFxnP/xg28+tvfc+XsOY7s3svCO0MfAAJ6UyEaqL6mSEkWeocGA7p0prmuA2e3fm79EQ2DsW+TdXXpebo6GhEEEU1TiY7PJCltbNj1QQ8Kkwy9gv/6nnnguLweLcStKjI6m6qyT2hrKUEIYjEejwqIgyIb2SMW0lhfgLO7mYqSY7S3ltPd1YDBaGf0hPsxWwbXiKmqYJQtRETGD92mdfNmIiLjMRgtDGCCgygIiEYLBixhr/+twOtx0VhfSn3tDRpqiujqDP08mC02UjLyiIiK49rFkzi7OjCZrSy880HiU/QKEJqIKGtExEhoaMQnGwe89pd9RGPcbSMHPDZBEHBE2XFE3dy+VdM0VNQQsqFqCiLSoDMINE13mUpMjeNf//A1fvjE/5B/rojf/NNLfPt/P4kcJtwMYO6KaWx+bid1lY0c2Hacux5a1KfnCfR7PZhEKopGS72Xrnb9ps7IG4fVHsnR3e/S0ljL3i3Ps/Cuh1iy6osc3fMe1WWFHN75JnOWrCVr5ITAdiw2B/OW38f+Ha9QWnCRuMQ0Rk6c0e95ej0qHS0KUXEGEtKMWGz6eZVeL6Sprh6jycS46VP7Xb+xto6ywiIEQWDy7Bm4XXrT9q1O2njcrgGJhiBAQmroPaVbhPe8t91dOskI5zynahqqpmdwyFJozkp7q5u4REuACKZk2Kku76SrM9TdoqvTg6tTJSYqEqmf8DxVVTj/+WeALo3yer2MHDOe0eMmDup69EZ8bBIZSbnMmLkQAK/HQ0lJAfn5F8nPv8j16xdpaqynvLSY8tJijhzYA4AjIpKcEaPIzh1JzohRZGTmYDD2T/z9uHLxHH/69c9Yvnw5L77Y14HRb8u9ceNGVq5cyYcffjhMNv7OMUw0hvF3hdjYWEaNGsWWLVsGNcjzL38rg8Lk1JQBrQkVRaO7y0t3V7+LBGAwiIGqiJ98BH4OIiv9DpYEgey8Eax84D7ef+sdDu38iISUJMZMmhSymIbesyEKki43EcBgEHC7tBB9fkerQkujLpExW6LCSob0ZuvQI1I1NzeuHvVtR0UQRMZMWhYyGO63quHpr6rRQzI8bq0PKXJEJgVcrbo6arA5elxSBks2ZIOZvNF3cOX8Nmoq9UGCLFsYPf4+zJaoAdbUxRrBY33Fo5GaNYUtW4aWrrx16zZGjV+MIAiog5SS3WoHnqZptLfV0lhXRH3NDZrqK1CDptkFUSQhOZOUjDxSMkYQE5dEWdFVju3bjOL1EBmTwOK7H8ERGdNz36ASHW9AEH2DwrT+BzWapgURjVG3dhIDbFvV1JDZY01VEAaZqqxpaqA6kzkyjX/67TP85Jnf8fnRS/z5J2/y9L8/EnZmWpIlVj1+By/85zt88Op+7lg/D4PR4Ktq9AT3yQYBjy+LprNNoaXe28fmOS4pjWVrN3Bk19u0NtWzb/tLzFm6jgV3foFPD26ntOAix/dtxuXsZNTEnlT6hJRMps5Zxplju/n8kz1ExycRn5zR51idXQpd7Qoms0hKtgmDsed8/NWMCTOmYTL3LxU8e1zPzcgdN5qI6Cg9dJFbn7TxB/L1h9hEIyZzz3soCjJSEFno6vRSW+kMSzKg5+tGQ8OjuHxugQZEQURVNTra3ERE6ccgigLJ6TZqKzvpaPcEtiCLMq1NGnHR/VcmCvOv0dHehsViIf/KRQDuve/hW54Q8Ltn+SEbDOSNGEveiLHcvfIBABob67iefylAPIqLrtPe1sr5M6c4f+YUoFdL0jNz9KqHT3IVHRNqdNDV2clLf/zVTR0Yk5KS2L59O/feey/3338/paWlwzKqv2MME41h/F1BEASeeeYZvvOd7wxqkCcIAg8//DA/+tGPhjQo3LZtG//wzxuZPieJqvIO6qq7UP4C9ySPR8XjUenqDO8Q5UdjXTetzS5kWfT1N4h6urYkIkowetIMqsorOX30KFtffYMN/xhHUmpqYH19AKUTDBERDQ3ZKOJ29Yx0nF0qHpdGW4u/PyMhbNXDYAqdTTeaBW5c/RSXsytQzcgdMxN7RBw3g+iTYHlDqho921ZVDa+7r4+PniwuEx2bRX3tNVpbikOIBgyebETH5WIwWPF4ugCBkePXY7HFhRkg+JTgweQp6OJ4PRqpGRO4cfUITzyxYVA5Ghs2bESSZFIz9VnP/py4eh/LYImGJIso3i7q625QV1VEbWUhzu7OkGUckTGkZIwgJSOPpNScwMBP0zQunfmYs5/q+vCUjBEsWP4ARp8m3H9EJouEI0I/z8h4EZNZ6repvLqsjqa6FmSDzKhJ2YM7iSFA8xkg+Ge7FU1FGERVQ9PoY4E6ZuoIvv3zjfzi289x5MNTREQ7eORba8Kuv/CemWx9fjdNdS18/MFJlq6b1ycIUjYIeDwqLXVeujv1z124Qag9Ioqla57g+N7N1JTf4Ojud5k0eymzl6zBZLZw/eIpTh/dhbO7i4kzFgW2MWriLBpqKygtuMTxPZtYfv9TWHxOTaqq0dmm4HGpyEaR5CxzCMloaWyi8PJVAKbOm9XnmPzwuN1c/EyX7Uydqy9nsVmJT068pUmbqJiEAfsyIqJk7IFeHwFJkEP6cTravdRXOW/qnibQk0yvaiqq4kIUJGTRQFtLD9EAnWwkpdmoq+qivc2DQTQhCSLubi9trS4io8L3RJw9rRM1s8VGd3c3k6fPJDMnfDP9zSCJhrBSr96IjU1g9pzFzJ6jZ8m4XS6KivO5nn8xQEBaW5soKSqgpKiAQ3t3AhAVE0uOT26VnTeSGwVX8bjdg3ZgfP7558nIyOC1117j61//+i2d4zD+78cw0RjG3x0ee+wxfvjDH7Jx48ZB5WgcO3YMYNDLb9y4EbPFxIp1S7A5DIwYG03WiEjqqjqpKu8Mq+39a0EQ9EqJoijg6vu6onoYPWEplSVVVJff4I3f/5nVj34Vu8OBJAOipkuVZF8jtiQiBwVReVwq3R364Mff9Gv3NYIHk42Qaoag22MqSjv5F3TNtqapWO0RTJq1gM52+mjSw1U1DCYRb6CqEUQyFA1PL1mVf//+npXouGydaDQVk5I+l964GdnQNJX8Sx/6SIZ+hF0dNdgdST4+4Wt4H/SkpIlJM9awZ897rFq1mhdfvLlN623zvoDRZNN7DQbSToUceOj/CqKeGSIbRBAUWhorqK28QVV5AU31oWFnssFIUmpOoGoREdXXxlVRvJw4uJ2i/HMAjJ44m+nzVvQZ/GhAVIIcGOymZtkRBQ0EfdCvaVrIINBfzRg5KRuj+eZyjluFGiAbGpqqBoIL+11e62nAD8b0hRN5+oeP8Id/e40PXz9AZIyDex5b2mc5g9HAykeX8Novt/D+K/tYtHo2kuwnOBqqptHR6qWm1B02+DIYGmA0mVl490N8fmwXBZdOc/7EftpbGpk+/27MVjsXTh7k0umPcXZ3ctuCuxFF3X1r5u2raGmopbW5nuN7N7P4nkdRVYGOVgVV0TBZRKwOCXtk6Pt47pOTaJpG1qgRxCaGl0sCXPn8vB40GBtD9qgRWGwiiekm7n54Pm/8eoiVvG3bmDzrjn5n/M0WkehA87eeWRSc+d7e6qW+xnnL5T1VU3ArCt52Dy6nGZO5p9FcEARS06JpafDS0thj9VpX20FEpKnPMauqGqggNDc1IIoiq9Z94ZaOC8B4i6ncRpOJ0aMnMnq0PnGhaRr1ddVcv+6velyitKSQlqZGPj91gs9P6eRIlmXWDrGZf+3atfzhD3/ga1/72rAb1d8phonGMP7uEBUVxXvvvcfKlSu59957ef755/sd5D355JMcPHiQH//4x/zbv/3bTZff+ORG9u7dw89f/BGOiB7NuMGgNxGmZNhpbnRRVdZBU4Pzr35uN/siFwQJUdRYsPwBPtr0J9pbm9i//U3uWP0lkPQqQ2+4uhXaW71omqpbzQr6flqbdaJhscWjqlrIQNtfzRBFsEXqEq8T+w+iBtlUTpm7HIPJhF1UaWu6ebO3KILBJOEJqq7oLk69G2p1kuG/FoIgEB2rz4q3t9Xg8XRjMPSdHe2PbGiaRsGV3TTUXtOtNRMnUl9zjvLij4mOycNgixzEA7RHGuPfV1xiDtPm3M+BA9tIT88Ib0u7bRuybOCOe76ExZaB16PPvKtqeLIafBSCqFv4Wh16E6ssC3R2NFFZVkhVWQE1FUV4PaFN3NFxyaT6qhbxyRlIUv+PiO6uDg5/9Bb1NWUIgsiMhSsZNb6v5l8DrA4Bk1kfxEfEGLA7DKiaiqJ6dYomCD7S0Vs2NXB/xl8Dqqro8hi9VbxfrqiqWqB3KRwWrZ5NW3M7b/x6G2/+ZjuOKBu3r57dZ7nFa+ew/aU91FU2cnz3GRasnIEg6M3eZdedNNZ4fPKeQQzKNA1RFJk2/y4cUXGcPb6Hoqtn6WhrZsHyBzGbrZz6eCeFl0/jcnYx9451SJKMwWhi/ooH2b35OeqrSjlzbD+5oxcBYHVImK0SBqMQUs3wuD2c/1SXDU6b3/e8gnHuE102NXPxLEZMshMZa4D/j73zjpOqPL/497bpbXthd9mFpXeQJiBWIBYUBNGYaBQsMYlpJjG9J6aYxCTGxBZjrFQxogIiSpWm0nsvu+wu26fPvff3x52Z3dmdrZBfLHP4LLA7t7z3zszOe97nOecgcMUNE3n5b8uYO3dupwIX586dhyzJ9Oo/LOk2cjPxd0vRN0BdTZhzZy/M71lNVzlbWUtOnhOTZEYSJMyKFUVUsOWDIolUVhhVwHBIpabaT3qGDV3X8TY2EAwEKDtzirraGgRRRNc0xk+6jJy8Hh2cuW2YpPbbyToLQRDIzsknOyefiZOMUMdAwM/hQ3vj5GP/vh14vQ1dFvPfeOONzJ8/n+rqajIy2s+cSeGTiRTRSOFTialTp/Laa69x0003UVRUxMyZM7nxxhsTnDMWL16MzWZj2bJlTJkyhVGjRjH7ptlJt49591usZn771E8Ze8mopOcVBIH0TAvpmRb8vghlJxspP+1rM3G6y+hgbiIioiFgtti47OpbeWPh45w9c4zNa5cxevK1SfeRZEOw6vdq6Go0VVwN4Ws8B4DZkk041JQCbVyniK6rWB0SoYBORdkJjh/cFX88t6A3PXoavfeyImJ16PFKSQyJVQ1jAmgy6URCxqRPjeioLeZ9ctQOtyXMFhc2Rxa+xkoa6o+TntE/6bW2JBu6rnNk/yrKT+8ABPoPvR6XqxSf9yzehjKOHVnFwGEzk9/sdqBrRuUpK7c3k6d9mVPHd/DG8kRb2rSMbC6acDV9BozCZLZSXxsiEo76gelNHeUIIEtGuKEkiYii0dYhCKBpYc5VGMTizIlDNNSdSxiHxWonr7DUqFoUlmK1d07UXlNVztvLnsPbUIvJbOGSaTeTX9i6/UMHdEHDk9W08ppXaPxfFER0QUqYvAtEicbWgwAMGdM/qWD6QkPTjfsqamLSqobezCChPVz/hSnU1zTy6r9W8vgvXsThsXPR5ESRr8Vq5upbL+Olv/6Hpf9cwYRpo6gqi3D6aABN09sMkGwPgiDQb+hYHK40NqxcRMXpYyxf/ASXXnMrk6bOZv3KRZw8vIfVAT+Tr74ZxWTBlZbB2MuuZ/2KBRza/R4OZx6lgwfHyYXNkVjN2PvBdvxeH640D70HJn//AJSfPEXZiVPIisxNX7wUd7qCIBjtTE63kxvnfo4X//Z0h4GLc+cZAZOXXvPZpG1TggBZUfF3S9E3QG11iOqKJGXd9u5js9apZGisD5OW5UdVIzgsLiShqbqRleNAlATOlhlOhadOVPLBlp1sWPMW5WdOx7eTZZlIJGJYFt/Q+Ray1oMVLhjRSAaLxcqgwSMZNNgQ/J89e4avfGlWt8X8DQ0NKaLxKUWKaKTwqcXUqVM5fvw4zz77LH/729+YP39+/LF+/frx8MMPc/vtt+N2uwGYMmUKaz5YwaKXXuGFf85P2L5n70K+/L15fObGK3G42haAN4fVJtOrn4eepS4qy/ycPtGItzHc8Y7toGVOQCsITSTAk5HDxCmzWb3seQ7s2ow7I4u+SVakRQmCft1o5YgWLfyNVYCOrNhQTInXK8lGCrhiElDDEAmp7Nz0VtPxRInSgVdSW6UiCGpUHGxoLFTNqEgY3MKoiIiC2CzN2zi2r0FLEMgKgGxKno0R+0l6Rgm+xkrqa461STQgkWwcP7ye0ye2AtBv8DVk5w4gFFQp6TOVXe//i5qqA1RXHiI7r+sr74bVLSgmCwU9LyIrdyQmUwjFpOL02DFbbSiiqalKZBKIRAzCZbYYTmSSKKALOpqmGlUBXaeh7mzcerb63En0ZjdKEEWyc4uaRNxZea3CzjrCqWP7WbP8ZSLhEE53Bpdf+zncaa1D4mKhj2mZcjzx2uaQcaU3Tc4kUQJNTwivO3noDA01jZitZvoMLjHcf9posbqQ0HWNsBbGJJhp+TbSdbXDYLsYPve1GdTXNPLOqxt55MF/8r1Hv8SAkYkkbMrsS3j1mbc4fbScpU9vobhfk+taZx3mkqFHcV+unHEHa5a9SEPtOZYvfIJLPnMLl133Od59/UXOnj7KW688w2XXfg5JtuHy9KG471iOHdjErm3L6FGSj2IyNFNWRzOxfDNL25ETxycVuwsCZOSa2LjK0GaMu3IE7nQnoiDFAxPViE7PPn2ZffcdvPLM8xQVFTFjRhuVPEnm0ms+S15Rcv1CTPwtClIre+LqqhC1VV0jGfGLaOflpakQ9Ik4nSL+UCOBsB+7yYFZtiMKkJFpR5RENq17jxXL/okaCTNz5syE61uwYAGLFy9GFEXOnDqJJ617k2+TdP65GF2B1Wo4fnVXzO90dm4RI4VPHlLJ4CmkgPFBWl1dTUNDA06nk/T09FbtMN5QA2X1x+Lb19bU4W30YrPbMTskfOHGTk9G2kJdjdFWda7C366FaXv7V5S1b2Ol6zqq1kRodm57lw82rkQQRa6Yfhs5PRLFt76GCFXloYQJXtmpDzm8dwUuTzH9hiSW0p0eOZ6/oetw9vQ+tm9aEn+8V/+JlCYJ59M0nYBXQ9ejc+v47Y+1QAHohENGa0LsMVGMkgzBWMVvvrPRUmGg5txRdm57GZPZwbDR97bT7mTsc7Z8K8cOvg1Aaf+r6NFzNADhkIaqapw4+i5lJzdhMjsZPfHuDsL6Eis+MdgcRiK2rzGCIAhYHTLpWaa4m5jdZsZiNWGySETCKmdOGBqfhrqmlqdgwMvZ8gNUlRuBeaFgoojb4UqLirijYWem7k1QdF1n7/YNbFv/Jrquk9ujhMmfuSWp5ajRAqUhKdCj2IIQJYC9BtrJyDG3Oq6qq/G2vWXPreKZ3y9kxIRBfO/RLycfi7GjQTw6ETrXFUiihCya4mRD13UiWtcWANSIyu++8Q+2rdmJzWHlx09+jZ59m1pkNE3nnw8tZeXCt8jukc/t3/xStHKj4W1UOXcmTPPyZFuv1ZamAzH4vQ2sef0lqivPIIoiYy+7Hnd6Nqtfe46g34vdmc7ICXOw2T2IMmxb+wIVZ47jSstkyqy7sFhNFPRqqiKcPnaCf//pb8iKzJd+8l2szdz0JFkgM89EToGJUDDA3VMeJBQI87Onv8mQi/onEFlvQ4Q9Ww1L7IDPz84t2/hg/XtUljeFPHrSs+k9cBS9+g+PGwq0hMsjk55jtC+1zEWpOhukvqZ1wndnYJDj5JUro8VPxGaXyStMrLBIooxNcWJRrB3avwKUl5czd+5cli9fzr1fe5CBQ4Z3eawOswer0rlFre7C4bCQmeEkM9NFZoaT0aNHMHz4cF566aVOH2POnDls376dvXv3pjQan1KkKhoppIDxQZ6RkdFuadcbrE/YPi3dQ1q6J/4zq2KnMVRPIOJNsnfn4E4z404zEwyolJ1qpPyUl1Co8+SlM7/HBUFIaEcZOGIS1VXlHD+4k7Vvzmfa7LtxuIxydzCg4vdqiFJiOre3oQIAmyO72XHB6pASQv50XeXArtXx7612DyX9krvViKKAySIS8mstWsCM/ilVbe4sJaBpOqJoPBoJx7aLjiXaUtScfNjtBYiiTCjYiN9XhdWWFRdyx/+OnreibHucZBSXTo6TDGOcoKrQo+hiqiv3EQzUcezgu5QOmNLebU+KcFjHbDHaniw2iYJiKzk9bPHWLUGQMEUD/uToSnc4FOZc5TEqyw9TWX6IuppEEbckKWRkF5OZ04usnN4U9s7tMAisI6hqhM3vvsbBPUZ1p8/Aixg7+TpEKbnjjWEBq5OebY6TDJNZJC2rtbBbEAQkJNRoxWLnlv0ADB7Ttq1tbIIdm7jECMeFWDeLaUckUTJW4Vs6FXQCkizx9d/M4xf3/Zl9Hxzm119+lJ/98xtk98iksS7CiQMB+g0byzuvrqHi9BmO7D1A74H9QBBaVzS6MTez2p1cccMX2LhqCaeO7GXjqiUMGjWJK2+4g9WvPoe3oZrN7/yb8Vd+ltzsXC6eMovlCx6nvqaKzW+/ytSbbko43vtrNwAwYMSwOMlQTALZBWay8puyK95avIlQIExh73wGj0okGWA41sVgsVkZPXkiF10yAb/PR02Fj8Z6AZPZ2u6E1BB/m5BEOUFRowNV5UEaartHMqDtWy0ixsfk90aIhDXDUCEKVYvQEKzhXF1Fp+1fly5dyvXXX8/Tj/2Rn/3ub+1aoSfDf6Oi4XbbyMxwkpXpIjPThbVFAGVXHBshZsu9mIcffjhFMj7FuPDRxCmk8AmErus0hura3UYURVwWD2nWbKPl5TxgtkgUl7oZc0ke/Yek4/Z07nid/WUuRFsNdABBZ9zl15OelU8w4OOdZS8QDgWJRDQa64xJVst5qrfBWIG02bPjjyvmJsFvDCcOb8PvrY1/33/YVUiSQjIIGJMXOUkauaZGMzKi30uSocUQpeSBdMaKelTLoRp6Dk0XcboLAaO6oUaMcD81bDweiW5XWb6XoweNUKvcHmPILxib2LITPZ8kKRSXGuTi9Imt1NeeSXpd8esTjNVfxSRitkpYHRJmi4jJLGKxSlisEll51gSNia6rRrWtqpKt69fw9rJneeWFX7Fx9TMc2rs2TjJc7hx695vAuMm3cdX13+KiCXMoLh2N3ZneTM/RPQQDPt569V8c3LMVQRC4aOLVjLvs+jZJhhYlGVabmNDnn1NoSdraZtwbo4dfi2js2WboM9ojGsn2N3IPor36Qtui7o5gkBaNiBYhonW+ZaolzFYT33nkixT16UFtVT2/vO9R9myt5MCHPgI+DZvDzvCLjVbFjStXo+uGoYJ0gT6VZUVh4tTZDBhhuKzt3raW99etYuTEz+JwZREMNLJ+5bNUlZ/EanMwcepsRFHkxOHd7N++KX4cb0MDez808h5GTboYi02kZz8rg8c5yS0yJ+iZli9YA8Bn5lyWlNwG/a1JmyAI2Ox2epRkkZ7tbPd3mCH+tqJISgLJ0HSoOBM4L5LRbEQJ/xcFqdWYGuqSV7je37i+S/avTz75JOFQiE0b3u3SCCVRbjMQsLMQBIH0dAd9++QzYXw/rr9uNFOuHMbIEb0oLMxsRTLAcGy02WzMmzePSKR998RIJMJdd92FzWbjtttuO6+xpvDxRqqikUIKnYA/3NgpMSiAIimk2bIIhP00BuvQ6PqKaAyiKJCdZyM7z0ZjfYgzJ71UlPnatDft7KJRTBSuR69JlhUmX30zb8x/nLrqCja8tZghF82MT1KbTxB1XcPbUAmAzZGDJItIkrFi3fz8oaCPQ3vWxb/PzutLVm7yfuvm1QSTxahexNr2m5ylomMRjFYpXRNa2dq2DwF3Wi/qao7SUHuMnDyjSqGjR5kJ1NYc5shBw0M+M3sYeQWTCAQ0pLBukJqoe1TM6crlLiYrdxCV5bs5sPt1Roz9AqIkG9bAokGEREmIErXWE1Zd0/E2qCiKgN2pxIW4oWCQYwcPcWjPXg7v28+5ioqE/UxmG5k5vcjOLSUzp3erZPLYZJk4QeretLuuppK3X3uOhrpzKIqZSVNvoqC4bQIQrSsgCJCe3TRRkWSBrLz2hauCIHBs32n8jQHsLhs9+xZ0a8xC9FjEyHQ3qh2abqSHR9SQYQnbzfvncNn5/qNf5vu3/Y6zJyv5+0+f4JYvz8NsMVajR186kffXvceZYyc4cegIPfv0RmrBNNo7c0fPrJHKfSVWezofrF9G2cm9+Lx1TJgym23r/kNV+UlWv/pvJkydRY/ifoyYMJVta99g7ZtvUti7kMLeJXy4cTOaqlLYuycTPtMHd4aclAzsff8wp4+UY7GaufS65K5Ufl/7vwszss2EAv6ouUTLa4HsHhbMJiXhmg2S4cfXcGFsw2P+cLFWqWT3t6EugifDlBg0qutsW7+xy/avM2bMYO3qFVx65Wc6vVDUnWqGJIlkpDvJzDRaodLTHChtpNi3ha46Ni5fvpxly5alwvo+5UgRjRRS6AQaQ/Udb9QCFsWKSTbjCzXiCzfSrsqwE3C4TPQdZKKkj4uzZ3ycOdlIoMUKYafL0wKt3HxsDjeXXH0zby35J6eO7sNsWUOfgZOBxIqG31uDpkUQRQWnKw1JNtqTTCYx4RoP71uPGjEEmaIk039Y61yBRC1G0zWYLSJ+r4oaISHoUJKInk9AkECItE4CTzh2i7YoT3oxJ45AQ/0pVDWEJDVNhhvqTnDkwH9A10jLGEBhyRXx+xkbgygZlxhLF9ZEgZ69rqCm6jDexgpOndhCUck4NNWoqAiajhAREIXoBFyMrb6DIBqtU2pER5ZFwqFK1q3czOG9ezlx5AhqpOm5FUWRol69yS/sgyj1wJ2WKOJu6ZYjCAKCLqEJGpoO3Vn7PHPyEO++8RLhUAC708Pl136etIycNrePib8hqtMxN40vO9/cYSAiwM4t+wAYdFHfVhPu7sLQ6RguBp0lHbH0cDCyD2Ji5q4iEtaorzYxc+6dPPfIY1ScPsOSp55j1t23IysKDreLoWNH8cH6Tby38h2DaHTiPrUYbJsrDLqu42tQycoZzEWTnHz43mLqqs+wbvnzTJgym11b13Dm+AHWvvEyYy6bTp/Bo6k9d5rDe3bwyr9e4Lav38f2jUbuw4y5l+PJTFaNFJBEkZXRasakq8dicyQP1wv62q8OiRJk5VsoO+5v9b7OzLFgs5kTSYYG5af9BDoIMu0KBIwFk/aehUhYw+9TsdkNB6nG+noqzpRRWV7eZfvXWbNmsWDBArzeRhyOzgmmTe3owWJQFInMDFecWKR57BfkPdUdx8YUPt1IEY0UUugAuq7TGOw60QDDMclhdmFRbDQG6wip5+/prpgkCoqd9OjpoKYqwOkTjdScMyb059sGm5VbyPDx1/D++lc5vHcdTlc2uQUDaF6lb2yIJYJnIclSdEyxFiZjwuttOMeJQ9vi+/TuPwGr3XDvai32bo3Y+WITfAGQFRBbfFAqikAo2eonJA3Qs1jTMZldhIL1eBtP43IbwndvYxmH9y9B1yO403pT3Htaq/5yTTdMdmWTkNDCZTI76N3/Svbveo0Th9eSndsfqy0NXYtN/XUiScTg4ZCPyrNHqD13lPq6Y61E3C5PGiV9+9Orfz/6DRyC0+2k6qyPg3tqW1xrTAHfMp0v2lsepxmdJ7r7d25i85pl6LpGVm4Rl1792Xh6dDI0F9GKEngyEkPNsgs6twK7c5NBNIaOHdDpsXYFCaSDqEg/am2bCB0NPV7J0HQjY6NDV7dmqKkMc/KgsTqfnpXJTffcyQt/fZwTh47w2nPzmX77LYiiyJjLL2H7xi0cP3iYM8dOkFdciCgKzVzVuvemViNG+F9MW5Xdo4SrZs5lzRsv0lhXzduvPsvFV96IyWLl2P7tbHp7KUG/jymzZrDwibNUlp3llWeeob6mDneGi3FXjWx1jljLW925et57630APjPn0jbH1HJhJBlMZoGMXBNVZU1tUO40M560xNeQqumcPeUn0EGVpCsQBQlEIZ5TEwmH8Hnr8TXW422sw9dYH/8+4Df+721oSDhGd+1fg35/J4mGgJLE1tZiVsjMcsU1Fm637b+mi+iqY2MKn26kiEYKKXQAf9iLpp/fipksynisGQQjARqDdajneTyI9thmWUnPsuL3hjlz0svRg+3rSOLQadZS0zTNCvpVsnOHUNznLMcObmLH1lexOdJwenLim/p9RhtP80Tw5sFeAgIHdr0TP67dmUFx37HNxt3B0DSdgF9L2FZRhLioOOEeiAKiqKO11I8nIRnG8QQ86SVUlG2nvuYoLncJfl8lh/YuQtPCOF1F9OozHVGWEaNsqMlaN3rjEJBkEU3V4h/kOflDOHtmJ7XVxzm4502GjLo54UNeAFRNpaHuDNVVR6k5d4TG+vKEsUmyQm6PEvKL+tCjqA9OT0b8GOWng1SUqTTUh/A2hI0V12hWhhRNe0bQE34eDyxEQBZlVD2SNJCxOTRNZeu6N9gXTXDv1W844y+/od3gvuaVDIC0TCVB0JyRa8Jk7nglNRwKs/cDQ58xbOxAxBYZGxcabbdYaWjR5fTE1phopF8HdsDhoMaJQ35qKxPf47mFPZg59/Ms+Mc/ObBjNysXLmXK7Btwp6cx8KLh7Nr8PhtXvsONd30eURI6n/6eBEG/hrdBjadhm20SNoeIIGQy5ca5rH3jZSrLTrD2zZcYOXEaFouNfds38uHGlaRlRfjOI/fwwzt/S9lxY1HhyhsnoiiJr4HmtrVvvbKOSESl79Be9BrQM/l9CWkJhhLtweGSCfo0Guoi2GwKWTktSIaqU37STzDQvdeHruuEQwG8jfVx8uD3NsQJhbexFl9jPaGgv+ODAZIkY7aY8Xm93bZ/NVuTV4FawiSZERCw283xikVWpguns3P7Xyh4PB7uv/9+vvKVr3To2JjCpxspopFCCh2gIxF4V2CWLZgkC75wI75Q/QWz5rTaFXr395Ceacbvi1BXHSQYbPtD2JjA6QktN5GwRmO9sU/fwZfTWF9J1dkjvL9hAeMvvwNRtCAr4Gs0iIbdaQjBm6oZBqorj1NxZn/8+wHDpyDGSyJiM2rTetKrqQbJ0DVjkme1C0QiTSvLCV3pUetaRREJBTsv2HWnRYlG3VGCwVoO7V2IqgawO/PoO3gmspxcrB5DJKw1m8THhiLQZ+Bn2LrhCWrOHaWibDc5+YMJ+GuprjpCTdURaqqPx1vJYrDas/CklZCZ04sBw/tiSSLABNB0HVE37k98Ahqt9kSI6kySvJZE0WiPs1hVI8RPNLYTJT36vaEfEQSBUDDAmuUvc+aEMdkfMe4qBo+6pN1JQxPJMM5tMgs43IkfK7mFnatm7N9+hFAwjCfDRUGvPOO8LTI2/puIVTuM2oUar0Y1Z6yxlqq2XLzOlYc4eSjQ5oS6uG8p1912M6888wLbN27B5nAw6eqrGHfFpeza8gGH9+yj4nQ5opQG3YjUibVKBf1N98zmMowGYjBbbFx23efY/O4yju3fzra1b9B/2FjGXj6FTW+vYPWrq0EIMPvea3n29wsBSMtsWpk2BOtSvOKnqhrLFxhi5mk3Xdrm2LpaeUjPMYMukZVjTngNRiI6ZSf9hNv4/abrGgG/r1n1oa6pIuFtIhaRcOeE47Jiwu7w4HB6sDvcOJxpOJxpmBQzweA5Th0/wNHDB/F5jRC+BQsWMHt254P4Fi5cSG5+D+z2tiuGAHanmbQ0K70KetKrRxE2238vrK8r6IxjYwqfbqSIRgoptANd1xNsbS8EBAHsJgcW2Yo3VE8g0n7uRVegmKS4Ra7fG6a2OoS3MZTY76w3rUAbOg1jAttQG4nPVUVRZNiYG9i4+hl8jdV8uGkR4y79HKoG9bWx1imjytG8mmFkLayMf59bMJCM7JLYlTdNzAEdkeZkQ41EKxnRuZ3ZIiIrAuGQRiigNx2jWTYGRKsakoDWTMvRcmocs/QVRcjIKuGQIBLw13Bg90uEw15s9iz6D56FLHfO3cuYSOrQjJPY7OkUFo/nxJF1HNj9OscOrSXgT1zdlBUraRnFpGWUYLf3RDE7UBQjHFCNtLdSrqOhoap6tK0mUY/RluZA03TCIQ1BaDYp041jNX9R+H21bFn3Eo31VUiSwuhJMygoGUgwoCHGghNFIa4xMUZEtELSdJz07ESBrDtDwWrvnEJk5+a9AAwZMyB+DFGQmp3n/wd6NJkydhWiIDbldkT/aFoi2Qj6NU4c8FNf03Glsv+wIUyddQPLFyxh48rV2Bx2Rl1yMf2HD2bfBzvZ+NY7jL9iJqB3aWW4ZauUIAg4PFLC+zMGUZIZe9l0POkZfLjxbfZt30Tvgf255cuzeOlvi1i9dCNZeenx7f/9x8UMHNWHnqU9WrkwfbB+J5VnzuFw2ZgwdXSrc8UQ8Hf+ORQQMSkyk6ZlcmRfA2rY2DcYiHBkXwX1tbUGgfDWR6sSiW1NWictic0Wm0EcHB7sTg9OZzouZzomm834mSsNi6nJbjfg93Lk0HYO7X+fUyf2J7zvepX2w+X2sGTJki7Zvy5ZsoQb5nw+8bkWBJwuM2npVtLTrXjSrZhMxnStZ1pR0tapFFL4qCJFNFJIoR0EIr4L0uaUDJIo4bKkYVHtNAbqiOjnb83Y/MPKalew2hUiYSt1NUHqaoKoqh6vZkB0Qq4LNNaFafnZrJisjBw/m/feeYaaqlPs/uBNevQcQThktBPY7JmYWlQzyk7uoqHOICKSbKL/0CvjrSYtJ8PNyUZzMiGKYLaJUacrAcUko0bUdtsuZFkkpMaseAXDKSgmvBYT74usWHG4cmmoO0M41IjFmkb/ITchK51vPRAEY2VVjWgE/FXUVB2huuoIdTUnAdC0iEEyBAGXuwfpmb1IyyjB4cpBEEQiEY1I2Gh1ihV7ggEVm6O1lWYMmqaiRt2vmohGTJ/RNlpxEEFA1CV0QUPXNaorj7Nt40LCIT8Wq5NRF9+EOy2vTRcfowpiVEcE0RC1i6KA3Smh6xAKakiSgCh1vpoBsGNzVJ8xrkmf0TJj47+NpNUTIVqHa5HZoWoqgiBSdTrE6SOBhKT6jjBiwlh83kbWvr6SVUtew2q3Me7KS9n3wU72b9/FwFGT0CNW1EgYRTGhWNrOltCBcEDDW6/G75EoCTg9chvCch2TWcCVrlDU9wqK+ubw+gsLOLxnH+FQA/f88LM89euXqSyrBqBn3x4cP3Cah7/5OL978QfYHInThjfnG9WMy6+fgNnSNlEPdlDRiITDNNTV01jbQGNdPSZzkPc31lN2opLTx6qoq6nF21DfydeBgNXmwO5wY3O6sdvd2Bxu7E43DocHtyuTdE8uZpMdSRSjv6Oa7pU3VB8nt6Ggn6OHd3Jw/zZOHtuXQGKyc4oYffFExk2cSHpGFj6vlx996z7mzp3bbo4GGPav8+bNQzGZGD/xUjzpVtLSbaSlW3F7LEkdoWTRlCIZKXzskEoGTyGFdlDZeIa6wLn/+nl0HQIRL43BBvTzsMP1ecNsXX826WO6ptNQH6KqspFgoGkS2VAfxt+Ga4vFLlJZvo/1KxYgy3KCd7rDmUlByXB69ByGYrKgRsKsWf4owYAhau4/9Cp6NdNmxMW3LRAMavE2CFkxQvtibRnxhildx9+oxtPSxViFQooSC0mI94DHqhdtIRIOsGXd44RCjYiizNCL5mG2uNrcviXCYT911ceoqT5CQ91xwqHGhMcVk51wyLgHg4bPIjOnb/QammaiwYCKrhvXK8uGy43dKeNKUzCZk1cAIhGd+nMRQiGtWW+6gCRIqM3IY0soJhGLNfmE58SR99m57TV0XcOdlseoi29qZZWbDFrL51GAtEw5QaxvtogU9bWhKCKK2cgPURQBxSwiKyIms4AcfSwSCnPrhK+gRlT+8cZD5BRkJRzeSLOPXPAU8IRzRCsVLSEgJG2VCvhUju3z4a3vXrVF13XeWvwftq3dgCiKzJx3G9vWbuDo3gNYbTb8vqZKpyc9i5IBIynpNywhLdt4X2iGm1NMz2QSsbulpJklFpuIK03CbEu8njPHT/LK0/+msb4RT6aLAcN7s/GtDwAo6JWLt8FPTWUd468axbcf/mL8/VVxpop7pj2Irus8+p9f0qM4+Sq+3+vng3VnOHW0kvraOhqiX83/7/N2LuhUEEVsdhd2h9sgEi3+tTvc2OxuZFmOW9TGtCQiImbZhiK1X7ms91Zz+PCHHNq3jeNHd6OqTb/3MrJ6UNpvJKV9R+JJy8KTbiW/R9Pvj+bJ4E8++WSb9q/z5s1jxYoV/OEfDzPlmsmdcoRyWzLIcuR36j6lkMJHBamKRgoptIHzcZvqKgTBSBY3S1a8oQb8ES/dscNtKxANjJVom1Okh91KIKBSXxPm3Nlg8pVGARxumXMVR9j67n+QJIkZM2Ywe/bsuI3hwoULWbRoMUf2rWPI6Buory2LkwyHK4vi0tEtDwnN2nx0XScYiK7sI6BYxKhFbuuxKIqInAYBn44ogSRJtLxUSZLwNUbaXd9XIyF2vj+fUJwcCCim9hN5dV2jsf4MdTVHqa05irchUcQtijLutCLSs3qRntELqz2DQ3uXc+bk+xw58Dbpmb0Qm4mpNVWPO29JUdF0TOju96ltEg01YgThNX+Ouyu51DWNvTvf4sh+I/E5r2AgQy+6DqkDfQokf1Va7VIrRzBnmkI4qBEOatCYZKdmOLLvAGpEJS0znfpqK75GLyaTiGwyiImiGG5fgqTTji79vJCMZECzbJDo3dY1nfITQcqOB+PVIiNvQWhmndvxe1cQBK6ccS1+r5c9729nydP/RpIkJEni2muuaf1eW7yYPVvfZdyVM8krKkVVdbx1avT9Y6BJ9J34yrA7JVxpMiaLGK/INEd+z0Ie+MPXePqhpzlx6AwbVxkkw+awcOpIOelZbiRZYuPKbSz913Ju+MI0AJYveBdd1+k7pISyExXs2rKfc2drOFdRY/wb/fI1dk5ULSsKaRnpFPTMITsvk6y8TJwuD95GBb/PhCQ5sNrszRYiYq2UYjy0MfZctHxvSKKMWba1KeaPREIcObyDfXvf4+DB9xM0HJ60HPr0H0lpv1GkZySSqbraADm5jjhRGDhkOPd+7UGefuyPFBUVMWPGDGbNmtXM/nUhixcvwWq18PgLf2XSZRd36t4A2Ezt6zhSSOGjiFRFI4UU2oA/7OV03ZH/ybkjapiGUB1hNdjxxs0QDKhsWlOW9DFd1wlFAsQmQQG/yuljPvw+Fb833JQVIYPTo1Bx5jDvLnuBqdOm8vRTTyXtOS4vL+fOO+eyfPlyY5IVnayNu/R20jML2xilgK7p+H0RVM1olbJYJSMQT9SRFSP1W5IF5Bbp376GCH6vcY5kVqOBgJH0nQyaFmHX+wuoOXcUWTZWhSORAAOHfhanJzEcLhioixKLY9TXHEdt8TxYbZm4PMV40nvh8hQgijKyIiLLxmQjEg6wZf3jhIKNFPWaQEmfyfGKRjhkaC0kWUBRjO0lWcBqMwhGWmbyzAlvQwS/VwVdxNtoKIVFjIlVexUNWRGx2ppm55FwkA82LeZsVLDfZ+Bk+g6abDwvLTQXLZGsKiVK4MlUWrSnCfQosXbabvntpcvYuOodho0bzbWfvant8xvhJNGqiIBiMiolcvRf4/topcQkJLhftQdN19ptyYlNYr31EY7v98dfgy02Mia6xNrVDIvcNoNeolAjEZ7909+oOF3GtGnTePrpp9t+r82dy/I3lzP+yptwOIubEZ3Wom9BAIfbIBiykqijSlYZGjzWQSQS5Bf3/oUje04AcMXMSXywbifVFbXIikwkHAEBSvoV4vcGKD9Z2e61NYfFasXpduPyeHClRf/1eHB6PGRkZONJzyAt3cnI8TkoJuM6aqsD7P7gHJoKWkTg5NEGNDWmuUpOKJLBLFuTthypaoRjR3exb+97HDiwLcFlyuXOoLTfSPr0G0VGVo92q6R5PVykpTe1XlqsCoqisnnDuyxb8ipHDx+LP9artITP3nETM2+ejtPVudwMMEhVScbADl3PUkjho4ZURSOFFNrA/1c1IxlkSSHNmmmki4fqO22v24YZDgCqZvgTgdGGc/a035ig2CWsNolAIIymG85BkXCADSsWMHXaVF5tp9c4NzeXV19dyvTp06NkA3r0HJqEZAhRlygBXYNAIIIgSthtIk631DRJF2nX0tTqkAiFDDKR6AdkwGyW8IVbT7p1TWPv9leoOXcUUVIYMmoOp09spaJsN3W1R7E5c2ioO2mQi+qjBPzVCftLsgV3WjGetBLcacWYzE60iI7YjBBEooJVWRaRFQul/aewZ/tiTh7dSHbeQGz2THRdixM6WUpemfD7IjhcrSsLMQG6oT2Jzl87MZNvPoH2e2vZsv5F6mvPIooSw8bcQI+iIc3GIUWF4klSzGlNMgBszta6Elea0qVMl6MHDgFQ3Cd5cnx8fIKArosE/RqdcR6VZCEJIWkiJXK0UiLJelL75BjUiMbpEyEqTgXb5mFRkb0YDXwz7mYsc6Vt0hEOhak7V820adN49dVX23+vLV3K9OnXs2rVEiZM+SKKyYIggtMtoUQrYaJoBCY60+R4xazFQFFVlca6ehrr6mmorSPgb2DXVh/VFbWcbUYeVi1eG/9/JByJ7c7RfScTjuhKc5KVm0FmTrrxlWt8ZWSnk5WbjsPtZv+HrU0vBEFEkcxRLZXA4BHZ2Cw2ZFGm9lyIIzvrsEpORFkEM8glFo4frel0sVcUJSyyPWFyrmkqJ47vZe/e9ziwfysBf1O5zelMp/+AsfQdcBHujOxOi/ED/jA9CnNJyzA0Flar8f4dP6kP9397LrU1dXgbvdgddjxp7m7Zv1oUe4pkpPCxRIpopJBCEui6fkFtbbsLI13cgj/ciC/U0GGPepuC0WiPOxjBc2dP+xPE1YIAuQVWXBkSoaDO+hVbiKgRnn7qqXYFjQCyLPPUU09RWFiIIEr0H3JF7KiGmFcSURSDTOg6+BpD2B0KTpcJq01G09UEctFefoIgCDjdMrXnwuh6a1ceURQwmUVCzawvdV1n/+7XqKo4gCBKDB4xC6c7H7s9E4Dy09s4c3IzesI5BRyu/Di5sDtzWwX4JZuYNicbmTn9yMjqw7nKgxzY/QbDRn8uTjIkKTEXpPn/g34Nu7P1tcWer1j7lKrSqfXc2Ny25twptq5/kWDAi9li56IJN5OW0YIQCiDqIrqQWN1oi2QoJgGzJbHVSxQFHK7Of7T4fT7KT50GoGff3h1uH2uV6YwTlRoxktcNUtK2HaqOQUpaVkRkk0AooHH2VAgtYjyvotT2+6w12SCRdES9nZu3WO3cso1IOMLTTz/dyffakxQWFnHmxE569R+Dwy0hR6t/zjQZs1XF21DHqSN1NESJRPwr+r23sbHDSktzWO0WZEWmobZpUm62mgn6g8y5+3ru+PrN7e5fey4ENCMagogsylhkO5Jo5HEMHZFPQX4aAOVlDezbUYuIlMDC7XYT2TkOKso76MUDTFErcTCe41MnD7Bv7yb27d2Ez9e0iGS3u+nXfwwDBo6jR0EfBEFE01V8oYa2Do3ZqmC3KdjsCla7CUUW6VmShsPZumoiCAJp6R7S0j0djrk92E2dr36kkMJHCSmikUIKSRCM+FG1bhjZ/xcgCgJ2kxOLbKSLB9W2l3LbWvBqXs04dzZIsFlCryQJZOdbMNslVC2MYoKDO7dy48yZnbJoBMjLy2PGjBm8/sYK3GkeTGYZRZaQFDFeZQn4I9TXhpBkEVeaOd42JAoS6ELUzcXoN2+PbEiy4XDkrVdbVDWMionJLBEOGa0wuq5zaO9yzp7ZBYJAj8KLqCjbzb6drxEKGhMJVTV6sU1mJ+60EjxpJbjSesbbq9qCQQ5aT9aak43SAVOprT5Ofe0pyk5+QEb20Pg1JBwrIRhOJ+jXsNikZj8z8gqMbwzL2eZ2vu1Ch9MndrJ98ytomorTncOYibdgtXvauLDYnRTRaLqPyWBzttaTOD1yQpJ8Rzhx6AjoOhk52Tg7mSQsCkbexfl2/hptRAZipCTgA1DRVJ3aqgiNdU2vw9jzJEnG+0aUBSRJQJJBipIQ43uDXEuSkFDZiXKOaDq54R62Y+MWZnbxvTZz5gyWvb4cSQkRCjYSDjbga2ygoa6egK9zdtmSJOHwuHG6XRT2ziQ7P4PDe46xa8t++g3txbce/iJH9p7gDw8+jt8bIL8oh9KBJXywYScAQX8QBLj25qvaPIehmZBQgxFkyRRtLRMwyRbMsjX+3i0qTqOgwCAZp0/VsXvH2TaJUEamDZ8vTGN98rZSQRCxKDZEJM6cPsTeve+xb+8mGhuarKYtVgf9+o1mwMBxFBYNaCX2T6gcCGC1KtjsJmx2BZtNSSrcPnWyjv4Ds9u8F+cLm5IiGil8PJEiGimkkAQfhWpGS0iihNuaTigSpDFYR0RvTYSSicGbVzPqasI01DaJHM0WiZwelngPt4qI39tAZflZZs2a1aXxzZ49m4ULF2Kxalisia0/3sYw3oYwZrOE02NqNU5RMOxsjfTqjsmGxSZFLXGbdQ8JArFAcLNZxO8Ls2/Xa1SU7YrdCE4d39R0TlE29A1qiKKSyeQWjOlSS4Mo0qalaYxsWKwuivtM5vC+lRw9+A4OVy8sVmer6295Wr9PTSAakUjiiUQJhHDn2qaOHFjD8cPrAMjJ78eIsTORlU5YZEZtcFXacCSzigm9/2Dce2da1z5WjsXbpjquZiSeS0QXtC6tzLdEWxVCf6NKdUUYteWl6zoIRjVJVXUINd+/9WtVEERkqUlzJEoCsgyiJCLJEAr6uvVemzVrFgsWLGDPtjVJH1dMJlweN06PG5fHjcPjxuV24/R4sLsdON1ubHYbgmjod4aNTyPoD3LnFQ8AMPuea+PtTw89+11+8eU/c+bEWRrqGhkzeTib3/0wdgPZtW0fV1w3KZoULiGKYkJqOIAaCiOJxuvCItswNXN9Ssuw0XeA4TJ28ngte3cld81ruqcCPXq4OBKoJhxKvOeyaKKuuoIte15n355N1NU1tYGZzFb69r2I/gPHUVw8qM20e0kUsDus2CQdq03CalXaNdmIoex0PX36ZXbKPaqrkEUTJjlla5vCxxMpopFCCknQGPzoEY0YTLKZNCkbf9hr+L03C70zRJKJcy+jMqPj96tUVzStAjrdCpk55oS2HVEQCQWNbdLS0ro0rtj2WbkKaenG6puu61Sd9aOGNfJ62HGntf9hqQOqFkKNetVr6PFKR+x4MWTlm6g4GULXDHYhChJ+bwNnThzgzMkDnDq2D01LnCk6XFlkZvcmM6c3aZlFHNq7hqMH1hMMnsNk7tqvQ5NJJBRqv31HlkVK+4+l6uxu6mrOcPLY2wwbMzMuGm8al9zKbcqTYYq3JTXWhxMqGJGITqBejAviw7rQasKthsPs/GAp5af3ADBg6CSGj5mK0J6Qpzl0Qy+j64bOQCPaSqUbJCunwJKgUQFIzzJR0NsQxbY5/2/x8zPHDcOFMZcNpqS/va3Nkh5D1/U2hfDt8g9dR0siio6Edc6eDBKJ6LjSk78eREHstEZAJ5bB0fqeqxHw1p/fe23AiGFk5GTh9Lhxe9JwpRnkwmyxJCXNsWRzaGpBS88y3pNrXt+Et8FHTkEWIyY06XaK+xXyuxd/wK/u/wsHdx5l27odSLKEGjHeo7//7mMMHDSA0gG92hyv3xdBQMCq2JDFpkUIi1Vh2Mg8RFHg6OFzHNxX1anrl2SRgiI3xw5Xo+tQc+4sRw/uYP/eTVRXN7nCKYqZ0j4jGTBwHCW9hiQN5JRlEYfdgsNhxeEwY7MZmpEafxWRLphxhEMqlRVecvMufOUh5TaVwscZKaKRQgotEAj7iHxE2qbagiCAzWTHIltpDNUTiHjRdZ26mnpqzp1DMZmw2Y0PJ1WLEA7rVJz2R3UNkJFjweVpLTgWBTHu019TU9Pq8fYQ297ptmO2yqiqTtmpRsJhnZ593AnOR+1DRtUiRFSDIGlICa1fMei6js3tZ8/WA1SWn6Ti9DHqalu74Djd2ZT0GUdWbm+stsTWnJz8Uo4eWG+IxFsE+3U4yqjmpHlKd0tEIhqSIjFk1HWsW/U45yr2U1d9mJz8vgnbma1SvJUsvm9Yi08C/b5IghbCpIMaMFb1AdC0hElzwN/Alg0vUld9BkEUmXD5TPoOGtPpazMOqaLpAmCcV0eK6hl00rMVXGmtXz99hzk7nQQOUFtVx5njhkva+CmDcXm6vmqr6zqRJK+PdvdJkplRfTZM2bEgmmq0f7WFmKVqVyBEV/db7qWYbED332tTZk3HajfIWfMKQluI3aHm26ZlmdB1nWUvvg3AZ26+DFmWEaMZFIIgkpuTw++e/QkPf/dvrH3TqAqazCZCwRBqROWLsx9gwZp/4klP3voW9GnYTA4koem1IYoCw0flYzLJHNxfxdFDXcsraqivYt/ud/lg63ucqzwd/7ksK/TqPZwBA8fRu3Q4SovqnaLIOB1mHE4rDrsFqzV5poYkSG3U8trG6ZN1/xWiYU+1TaXwMUaKaKSQQgs0hv53blNdhSiKEBR57cW3ePGZBRw7fCL+WHZeHhdNuJjBoy+iptLoQZcVkZx8C2Zr8smgANjtDrJyc1i4cCGzZ8/u9FgWLFhAdm4eNrudcEjlzAkvsiJS1MuJJHetnUASZURBJKyGEHUNRIN86LrG6WPH2fjWak4cOkrA36RXiQlpna40GuqNiVjfgZPoO/iKpOcASM8oRJJNhIJeGhvO4nR1rk8eopanCSndyRH0q8hKBgU9x3Lq2Hvs/uANMrJ6JrQvJbPq9TZEUCMakiwSCrZonRJFBFGFJAWVupoytqx7gYC/AcVk5aIJcygdMKD1hu1A07VWbWsC0VYgk4AzCUn1ZJi6RDIAdm4x0sBL+hfi8nRv1VYQBGRRIqIlr2wkg96MZISCGicPBKir7ty0snmmRmdhELQm+9sYrHZbt95rCxcuJDM3B4vN1qVxGM+hFBeom0wSLreZvR8c5Nj+k5gtJq6+8SrMUmt9ksVi4rsP38/ubV+iurKWUDBEn0G9Obj7MD6vn89NvZf57zyNzW5N2E9CQVRbJ5sPHJqLy21h3+4KThzrHNE6V1XJ+5s38P7mDZw41mQ9LooSJb2GMmDgOEr7jMRsbhqD2aLgcFhwOqw47GbM5o6zYoB4q1dXcK7Si98fjrtOXRgIWDvI+kkhhY8yUkQjhRRa4KPcNtUSa99ez1fnfQu/P8CNN97Ib3/9+4SQr8WLF7PqtdeZeNVNlA7oT3a+NWlGQxyCiCKbGTnhYhYvXkx5eXmnRKplZWUsWbKE/MIiAv4I5ad8uNNMpGUmb+HoDARBxCSZqW+o5dDePRzau499O3YQ9AcQBIGZM2cmCRBchM9rEMWBwyYwfOxnqG+mSWkJUZLJzC7h7Jn91J470iWiIYpCp3q3dV0n6NMoLJnAuYp9+H21HNj9LgOHT2k2jmRtLlBfGyYt02yE3jWDIIiIsoYaSpz0lp3ay4ebFqOqYRyuTEZP/Cx2Rzq6ptMq4bDN8WqtWs6aIzPHgiJFiV8zppNb1PVqxI5NBtEYOrZrRKglBEFEEolrkdqDFnWZ0nWdc2VhTh0Jdl5YH0Uyx7NO7ISma9FqQmzcAsMvHtut99pl069ONBGgrQBHQ9ovizKqpiGIQjx/IivHikk283q0mnHZtRPaJXyH9hylurLW0CEIcHD3YbLzs6g4U0lNVS2fm3IPzyx7FJfHia7rBBrCBOtCeBsasDuc8fEWlaSRl+9k945yTp9s//dtXW0N72/ZyLZN6zl66ED856IoMWTIKMaNvxxPel/AqExYrSacjlgrlAVF6Rr5jUESujc9OnOyjt59M7u1bzJYFZthmJFCCh9TpIhGCik0QyDiJ6K1PTH9KGHt2+u5+9avMGXqFJ56snWg3uzZs+MhXytef47cwnnkyQNbHUcQDPGmJEpxC9cR48bx7utvMnfuXJa2k6MBEIlEmDt3LgAnjx1l5atvcuV107DZu7eqp2kap44d5cDu3RzYvZtTx47GtRmCILQZaha/3jvvZPny5RQU98NikfEpkbg4Oxmycks5e2Y/1eeOUFjS+ZReQWg/ib3peoyJqSTIDBg6jfffe4ljhzaTXzQIT3oPI1+kjcM01IZxuOW4LW783BgZEOGgjhRNWz+0by37dq4yrimnNyPHz0YxGSvTmh5rgOoAuh7XxySDzSFjsxuvBVmUUdHQNBW7S0pa5egIOzcbRGPImPMjGhDVTohSu+Mnaisb8GmcOOBPcJTqGtqe1ne0n6Yn2t8OHXMRa99Y2en32rx585AVhSGjL4qOoZlNtdHwFH1NRb3DBBFFMgECoUiiY116lolzFdWsW7kZgOs+O4X28NqLbwFwyWfG85nZl/Pz+/9IxZlKbA4bvkYfZ89UctvV93HdTVNZ/do6jh4+Ht83N78HEy+9iqnXfYbSvpns/LCM8jPJLWQb6uv4cOsmtm3ewKH9exLe//36D2HixKmMG3cpnrR0PB47NquZ/QdOY7GYLpgYW+qKdVoznD5VT68+Gd1eYGmJlNtUCh93pJLBU0ihGc55y6nxdz7t9n+F+rp6Lh0xjUmXXMLSVzqenFx//fW8vXo1X/3pj7DabAhRYiEKrcPWwFgZ3rdzOy/+4wmmTp3Kk08+SV5eXqvtysrKmDdvHsuXL2fwqHFs37weQRD4wv1fpe/AQZ2+nrqaag7s3s3BPbs5tHcv/hYWnZk5OdTV1HDllVe2GyDY/HpXvb2aWV94EAETtdVtizq9jdWsfv3PCILIxZd/HbmT7i4OlwlN1fF529fzhIIqmqZjNksg6BzY/R/KT+/G6c5hwhV3IisK6VnJ+8TBCL+rr2l+DgFZVAgGVeprQgi6wPubF3Hq+HYAikvHMHD4VMRmEyVPurmV2LwVdKLapOQfCYIABSV2FJPYYjedkoFWPFldW7eqOFPF3VO/gyiJPL/+z1hbtNx0F6qmtulWpqoRzp4KceZYMFkmYZcQm8h3F2K0hUnXdfZv38cr//pXh++1uXPnsmLFCm66ey6lA/obWhNdi7qtiSgt2n0kSUEWZMNKV9cIRwJN55cELrokk+f/tojnH13EoFH9ePi5n7Q53sZ6L7dOvo9gIMTvn/sxg0f15/SxMn507285fbwcSZJQVdVo6xMEbrzxRmbNmtWqwmqxWrj/Ow/So6BfwvF93kY+3LaZ9zdvYP+enQkampLSvowZN5nLLr2G/n36kJnpJDPTRUa6A1k2XtcnT1bx3uaD3XkqkkLTNc55y7q178jRBWRmX5h2pyJPH0wdWG2nkMJHGamKRgopNMP/Mg28K1j80qv4/QGeerJzgXpPPvkkRUVF7NryPhOvuKrDRGlJkCgdOJCb757H/CefpqCggGuuuYZbb72V9PR0ampqWLBwIa8sWYJiMnH9LXdT3Kc/sqyzbcMGXnzice578Ltk5SRvBQmHwxw9eICDUXJx9syZhMctNhul/QfQd9Ag+gwcxO4P3ufNxYs6HSD45JNPUlhUxKG92xg0fGK7DlF2Rzo2Rzq+xmpqq4+Tmd036XaJMKoQyVqemkPXdDRNR5KNyZeOTnHp5ZyrOEJD3VmOHdxM38ET2j1GTVUoIeFZiNr4yopAINDItg3zqa46jiAIDBpxNcWlo1uPo6PlJB1UvW2SAeBON7UiGQAWq0x2rgNNV7tkohCrZvQZXHLBSAbEMhCa3JVi8DZEOLbPh6+xu1WMFuhuUSMKTVdxp5tQQ9B/+ABmm+/glWeep6ioiBkzZiSdpAPMuXsefQcNjA9B1yIQcwSLIVrFaJ4H0TLgMC3TjBpRef1lowo2/bNT2x3vW0vXEgyEKO5TyKCRBknoUZzHn176OT+7/w/s3LIXQRCYOnVquxXHuXPn8psf/5h7v/YgvUr7seODrWzbtJ69uz5EVZuem6LiXlw0fgJXTLmCMSMvoji/kPR0R6vMixgKCzOpOtfAocPlSR/vKsSoEL4zwZAtcepk3QUhGpKopEhGCh97pIhGCilEEYwECGudtzP8X0HXdV58ZgE33nhjlwP11qxbx4QrrupwfuT3+9m6fi1b1q0jHDYmj//5z3944403iESMPvis3FymzriRwpLhZGa7sTsVbvjs56gsP8uJI4f596OPct93v4vFakPXdSrLy6PtULs4evAAkXDTpFQQBAqKi+kzcBB9Bw2moLgYSZLi17t57Zquh5rNmMFbb69h4LAJ2J0mQucCbW6fnVvKsUObqa0+0imiEZvrCIIx9rYKw7GWJ1kS4l0uJrOdkr6XcWD36xzY8y6FJYPwZLQd9OVrjGC1S3FL3Ngqen1NBetWPY3fW4usWBg1fjZZucmzKNotXOvE80vagiQLeDKSV13yimxGDkq0BS+shhK0G21hx6a9AAwd07/DbbsCQRAQkaI6DA1N0yk/HuTMcf/5RG60gh5lGl3lGoIA6TkKmXkmzhwN4Gs0JrV9Bgzk27//CaeP7mTF4tUsWLAgvk9WTg6iJBEOhfA1NqViCxgtPqqmxUckiTKKqLRaTGhp5ZuWZWL9ys3UVNWSnuXh4itbE9T4vrrO6y8bbVPX3HxlQhXU6XHwvT98lduv+ApXXHElr776apuLAbm5uSxdupTrr7+ex//8W8MxLNKkq+lRWMQll1/GtOlTGDy8D5keD7muwk5PtocO6Ul1TSPV1R0nh3cGkiAT0bveSltZ0UgwGMHcRcvslki5TaXwSUCKaKSQQhQfFxF4TXUtRw4d5aFf/aZL+8VCvsL+MCZb2606B3bv4qUnnyAcCjFz5syEldUFCxawePFiJEli2szZZGaXkpZpiVuzyorC5+79Io/++pdUni3niYcfJr+oiIN79lBXU51wHpfHE69YlA4YiM2efAXQ522koqys26FmwYAPi9WO2SITDCQXC2fl9ubYoc1UVx5B79ex0Lf5w6IIapJFcl3XUVXdSIduoeXIyR/C2TO7qKs5wfYty8gt/EKb5zTSqlUcrijREAROHt3LO2++QDgUxOZIZ8zEz+JwtS1AbdMZK04y2icG6VnmpHoUWRHJymuaBIqCiEk2E1Ej0QpJG6fV9SZ9xnkKwZNBEAQkJOpqwxzb78PvVbtgftsFRAP8OgNJFsnMM5FXaEFH5NCORvy+WM6kQEa2jT6DnEiXFzHrzqt54bFl/Psvz1Pcpw+33/8l1q18i1WvvsbaFSsZOvqi+Mq+iICGiI6OLMrIUvL3dvNWJEE0iOOrL6wA4Oo5V6CY2p4O7NiylxOHT2Oxmbl8+sRWj695YxOapvP00093vuJYWIiqquQXFHDFtCu4/qarGTYi9loQSLdlkWbN7pLWQZJExo/ty8pVOwiFumpOm+R4okSkGy12uqZTdrqe4l7p53X+VH5GCp8EpIhGCilE8VFMA08Gn9fQL3Q35Ovgrh0MHDYS2WJC1RM/jA/s3sWzj/6VqVOn8tRTbQvM586dywv/+Bufv+/LZOcNBqIi7uPHOLh7N1a7nbqaGs6cPMGZk4blrizLFPfpGycXOfn5HU8idAj6A+d1veFQEIvFjsPZNtHIyCpGFCX8vlr8vmps9ox2j9180i1KQiuxNhiTe13XkeTW2ghBEOgzcBrbNj5FRdlhjh7YQa9+w1ptp+tGFocaEbA7dBBgzwfr2bzuNXRdJyu3hBFjZ6OY2m89amsl3wjka38mZbZIOFzJPypyCqwJbV1gTJoVSUHURSJqKGn69pljZ6muqEUxyfQb1rVE8M5AjeicPuqn/GQAVVfbTAA/XyS1uhWaXJ1AQDGJ5BSayc43IysivoYIB3Y0EA5p8T1zihQKe5vjrXiCIJCZa7wGw+EQgiAwetIk1q9cxbmzFez9cDuDRo6In1KWTOi6FjdzaGusMbjSFI4dOM6e9/cjyRKfmd22BTTA6y8Z1YzLrp2I3ZFoqSuLJl5/+S1uvLGLFceZM9m4aQOrtryW0A6liGZynAVYlK5Z98Zgs5kZO7qUtev3dWv/5hC7YXEbw+mTdedJNASsSopopPDxR4popJACEIoECHchBfZ/CZv9/EK+nnvqHwCUlBYzZORQeg8opVf/PuiqyEtPGuLv9txvmrc/vPTk41x1/Q0cO3iQQ/v24vd6k+4z6aqpXDn9OkymFkJr3ZgA6bqOjhZt32mW2qxrIOvndb2CJBpOYqKAYoGgX2s2NTQmhLJsJi2ziHMVR6k9d7RDotGcIEmiQLK1ezWit2uBa7On07PXBI4dWsOWta+TX9QHizVxcqWqevwe+Xxhdmx5nYO7twLQd9AYho+9Fl+jhqZr7Tbx6EkqGsmyMpIhI8eclBAKokBuQdsERxIkRNlCWA21Os+OzUbbVP/hpZgtbVfXuoO66jDH9nnj2SOCLvxXiEbz+x23HxWaZBtmq0RuoYXMPFP8NVBXHebQrsa4na4gCBT3s5GZZ0ZHI6QGMUnG/XZ7jApfjGhbrBbGXnoJ776xnDXLVzJwxHAj10RSjBYfLdR2+5sefS9FkZFl5vnHVgIwccoYMrLbJvE1VbWsf8twpbr25isTHjMrVnx1AY4fPsnvfv1wJ+5aE2IVx7raetLSPQC4LRlk2HMTtCXdQW5uGgMHFLBn76nzOo50Hray3sYQtTV+PGnd0x9ZZFu3na9SSOGjhBTRSCEFPj7VDIC0dA+9SktYtGhRlwP1ZFmO90QfPXSMo4eOxR/3pLsJBYM81RXBdWEh/3npxfjPLVYrpQMGRLUWg9j07hreefN1Nq5exaCRw+nRsyetiEQHsNntZOXmdivULC0jG7Ml+kGv69jsMkF/MGFCFvtfZk4J5yqOUn3uCHmFoxKOJTT7GwGaz4NatkVBkwhcMbWcKCTakRYUj6Xy7F68DZVsXvMGl0y9MWFrNdq3EQr52fT6Is5VHAMExky6hkEjJhEJa/gag9GSRdttPC3nnx1lZcTgcCtY2gh3zMqzJBWHN4eAgEkyo+oRwmqT2HxnVJ8x5ALqMyJhjROH/Jwrb1ow0DGqQN0lGwnPO0SrFW1sG33A7pTJLbKQlqUkELSqsiDH9vvirz3ZJNJnsAOHu+m9FiMbimTC6TaIRvNQyrGTJ7Nh1WrOnj7Nwd17GTx8ZLyKIYkKETW5nqDltcumMO8sWw/A9FvbF4EvX/QOkbBK/2F96D2gOH6xVsWGLCqc89UC3a84ehu9ZGZmkeMouKCtQgMHFFBV1UBFZfd/t3cntK85Tp2s6zbRsJtS+owUPhm4MIbTKaTwMcfHxW0KjFXQW74wm0WLFlFe3jmHlbKyMl555RWuvn4KEy+9OKlzS2O9t1sCc4vVytQZ13Hf977Ng7/9LXPmzWX4+LFYXXYuufoq+g4eTCQS4bnHHqOmuiqa8K12imTErnfUhPHxULPOXu+SJUsYNnZ8YvVBou2Jc47RwlNz7jha3ObV+DL+aNGqixa3FdV1DUGMiq11Pc4hIqqh82jDICcOUZQYNPxqAI4d/IAThw8lPB4J6zQ2nGPD2//kXMUxZMXEVdO/wOCRlxg6hGaJ6+1NpJtrNPQOsjKaxia0a7ubV9T5CZQkyJhlC6IgoWkaO7fsB84/qC+G6soQuzbXJ5IMXY+3hXVkRSs0/yMI0WwZw3VIiGVStEMydHTc6Qr9hjsZeJGL9GxTwuvuzDE/R/d54yTDapcYOMqZQDKajmWQDUd0gtqcaNgcdkZfYmgk1i5fSXMSZLzekk+MmztwOT0Kq19bQzAQoveAngwc0bb5gapqcVeqa26+InoeEZviQBaN3BSrzdDodLfimJOeT5GnzwXXIwiCwNgxfbCcR8Wsu6F9MZSfaSAc7p7LWUqfkcInBSmikcKnHqFIkJDatiPRRxEzb56O1Wph7ry5Ca4tyRCJRJh31zysVgs//s33+OeCv7Nux1t8/xffZuiIwQnbdVVwPXv2bAJ+P3O/dR3TPz+C0ZdlMGi0iz5DHBSV2sgrtHPH1+4kOz+Xxvp6Xn7iqbiLVVcwbOwYZEVh7tzOXe/caKjZ2MljsdoTJws2h5x05d/pzsZscaCpYepq2m+5EAWjGqPrGggxxx+DjGiaihpRiZpmRSe8enyS2ZIOpGUWUNTLqKBsXvsq3vqm12L5qcNsePuf+BqrsdrcXDr1LgpLmibnoijENRJGhSj5eOMVDV2Ppmd3vLrvyTDFna5aIi3LjNXWtUmYod0wcerQWRpqG7HYzJQOKu7SMVoiFNQ4tKuRw7saCTezL9Z10Fo4XwmC0IpQiHFC0ZxMdMFJSoD0bIX+o+z0GerElZYYWqhpOkf3eTl9tIkseDJNDBjpwmxpry1Gx+I07m8kHI7bvgqCyCVXTUOWZU4ePcKR/Yk6BEkQEfQkFbZmz7c7XeG1F422qes+O7VdndTWtR9SUVaFw23nkmnjkUQZm8kRb+mpPHuOxx/+F7IsJ7hkdQYLFy6ktLQ3/XsO+a+1CFksCuPH9ul2eJ4xru57GGuqRnlZ8lDCds8rKJjlC2f5nEIK/0ukiEYKn3p8nNqmYnC5XTzy5O9YsXwF199wPWVlyYOlysrKuP6G61mxfAWPPPV7XG4XAFk5mXzhns+xaMULrHzvP3zhnluB7rc/+HzG5FiSBGwOmfQsM/lFNkr6OxkxIY+H/vkgDped08ePs+bNxRT1sZNbaMWTacZil5O2HzWH1WZj1h23s3z5cq6/vv3rnT59Om++8QbTb/0sVruDrDxzgmBZFGlFPiAqwM3pBUBN9dF2x9N8vEKL72PmPsbcSU/4MqogRutY7AsB+gy+FLPFga+xmg+3vIPfp3Jg12Y2vP0ckXAAT3oBF18+F4stC1VNnEDHyUCsHS0JdE2PO0x1hmQoiog7re2k7/ye3RPqCgjs2mxUMwaN6oesdH/FuKosyK7NddRUtmU/KiTY7oqihCTKCNFAufMK2xMhu4eJwWOclAy0YXOIRpWuGdSIzqGdjVSVNVVZ8ooslA62I8kdn9vhbJpoBvx+JFHGJJlxe9K4aOIkAN5+fVmLSxaiKeCJaC74P3ZgH2UnK3C47Vx6zcXtjmFZVAQ+ZcZk7HYHVsWOKIjU1zXw2G//yZxL57L0BcPyuqsVx8WLFxMMhqiqqurUPt1FZqaLIYOLur3/+eg0AM6c7PrnS6qakcInCSmikcKnHh8XW9uWmHT5BB5//i+sXbOGoqIi5syZw/z581m5ciXz589nzpw5FBUVsXbNGh5/4a9Muiz5pKK4d0+++PW7ge63P9hs7fvc5xfl8P0/fQ1RElm7fAMb3lpNcV8n/Ye5GT4unTGXZjJiQgYDRnoo6e8kr6eN9GwzVoccd+IpHTiAW+65i7dXr6aoqIibbrop4XpvuukmioqKWLFiBbqus3XdOiRkFEUmMzdxfFa7lJTcxHIoaquOtHs9LRdIm7dIqREdSRY6v4oq6CiKhQHDjV75w3vXs+6tBbz3zqvouk5e4WBGX3IrJouRR+L3Rpq4CyApHbdP6VrHWRnNkZ5tbpP8OdwKTnfbJKQjbN+0G4AR44fE22+6gqBfZf/2Bo7u86FGBARERAwSIYsKkmhoI6SESkWUEAogInZ7kVpWBPKKzQwZ76SwjxWzteneq7oWv/uhoMa+Dxqoqzaqd4IoUDLATkFvW6dfF5IsYTKbotccQBZN8Rfe5KlG8vuR/fs5fvhw4n6i3GpyHG/Zcsi8ucggD1NvvAyLtYU5QzOUn65ky5oPAbjh1muwKjaCgSDP/X0+N11yJ889Np9gIMiQUQP53VM/xWrrQoV13jwATp48ycSJEzl+/Hin7kl30a9vPj3yu+cAdb46jbraAA31XTMaSekzUvgkISUGT+FTjZD68Wubao5Jl0/gnQ/eZMnL/+GFf85n/vz58cd6lZbw4E+/ycybp+N0tf/B1V2B+cJFCynq1QOnp+MVuBHjB3Pvd2/jb794hqd+/wJFvXswZrJh0SkIAmaLhNki4U5SVAkFVQJ+jd4DxzJ68kDWvLmeNcvXJIaa5eZy5Q3TySss5LlHH+PIvv28sWgh1825GadbwO+NUF9rTPxEwahq+BoS27gys0sAaGyoJBhowGxJft9aEw0BFb3J0lZKvoYj0EKULDS5F+Xk9yMzpxdVZ49QdmIXAL37T6Z04IRoKCDoqHi9GmZbNOtDEBAlrakHX1cRxCZr1RgiWgRd79y6ktUuY3e2/dHQ3WoGgBpR2bnFEIIPHzsIWVQQBClqg9uWZidKFnSoOB3i1BG/YUYmKkn5QketYYIAoi6h0fneeZNFJKfQRGauqZ00eB1d0wj4dQ5sb4i7XiUTfXcWFpuVUDBEIOCPOlIZZMOTnsHI8ePYun49q99Yxhe+fH98Hw0Vk2zBH446wDWrdIVDtWxdux1BEFo5SLXEG/NXoes6oyYMo2fPIl554XWefuR5zlUYeTi9+hVzzwO3M+GKsYiCxB8ef4j7Pv91rr/hep584kny8vJaHbOsrIy77rqLFStW8I9//IOf/exnHDhwgIsvvpgVK1YwaNCgLt+jzmL0Rb2pe9tHY2PXft9LokwXXipJcfpkHf0HtR3KmQgBq3L+qeIppPBRQYpopPCphvdjJAJvCy63i9vvvpXb7vostTV1eBu92B12PGnuTq+exgTmv/nJHygvL++UILysrIzFixZz6bQJaH4Bq9NMuD2LTeC6z07hyL7jvLlwNQ898BceefnnFPbq0eG5TGYJk1kCj0JWnoV+Q29g3reup6G2kYY6H6KkIMtWggGNgF9F027nX488wYbVb5NXWMRFEyaQnSfi99URDhmzBqtNIuBVE4LMTGYb7rR86mrOUHPuKLk9hra+V0lW+mOTT03VEaXOVzOaH8rvrcXnrY1/n180nLzCcUTCOopJiJMbXdMJBjRD1K7rSFLi/Va1CGKz82s6CLreTBAcO1Zi+1cMGdlti2ctNom0zO6Law/uPorP68fhttOrf0/A0BWIspmIGkZDR2wuyEYEQSDgjXB4bwONdWHaS+PWojbJHcGobEgd2vtaHSK5hWbDQaqD9j6AutoQR3cH4m5hNodM6RB7B3qMpCNElhRsdhv1NXUE/QF0XY06Uhn2t5OnfoZtGzawf+dOzpw4QX6R0R6kaRpmxUJIlA3jBYiLdN57ew0AYyaPIK8wp82zh0MRli96B4DS/iXcOuUeTh07A0BeQQ53feM2rpw+GUmSEBDxWDO47MrJPP78X/jqvG9RVFTEzJkzufHGG+Nhn4sWLWLx4sXYbDaWLVvGlClTmDZtGlOnTmX37t1MmjSJ1157jYsvbr+dq7tQFJnxY/vy9ju7WrUftocLoR85c7qePv0z21yAaA6LbD3vKkoKKXyUkGqdSuFTjY9r21QyCIJAWrqHgqIepKV7uiyAvGLapQDceeednWp/uPPOO9F1nVXL1nD9uM/z4y/9jvdWbkdUZaQ2WmIEQeBLP7yTQaP64Wv085MvPUxDXWOXxtn8WK40Jz2Kc8grTCcrz0pBiZ3SgS5uufdyPvdlwyp26YvPIYpV9B2QyYgxudgcCrIiIghgc7SeRGTltq/TSDbfFMWmJHC5zRXv5NcAUF11go2rn8HXWI0sG+0sZ8/sJRhoIBjQEoTOAAGfMUHWdZ1gyIfPV0so6GslONeitre6bjgPxQXr0QyN2JeqGz+zu0Ukk9EGFPXYSqgN5BV1vvUnGT58z6jUDB87GLNiwSxbsSp2HCY36fZsPJZ0TJLZaIESJHQdTh/1smNzTZRktA0dWgVQtgdBoM28BqdHos9QGwMvcpKeY+oUyaipCHPgwwYiUZchT6aJ/iOcXSYZgiBilszIgozVHnOeMkI6dV0jFAmi6xqZOTkMvWg0AKvfeD2+f4xQWiQrIMSJl06E1cvWAnDdrVPaHcOGVVupPVeHJEu8/NQrnDp2Bk+Gm6/9+F5eeOtxps64PEoyBDzWjLguJFZhffCn32Tr+1uYM2cOU6ZMYc6cOWzfvp2HH36YEydOMGWKcf4ePXqwZs0axo8fT01NDVdeeSWvv/56e0M7L3g8doYPK+7SPufrPAUQCatUnO3c7zlbqm0qhU8YUkQjhU8twmqQoOrveMNPAbyNPr5+z3eIRCK8+eabTJ8+vUOB+VtvreTa2dMo7V9CJBxh7cqN/Pgrv+aGcbfxh+/9nT2bDyOhtJrMKSaZHz7ydbLyMjh9rIyHHvgLauQ8exOS4LNfnMnEKWOIhCP85ru/xWwJMGJsLpdOKaZnqYvifk56D3SSnmPB7lSw2CQUs0ROXikAtVXHkqZmJ5tnC6KAphktVO1OSluGSItw+vgOtqx5nnDIh8uTy4Sr7sKdlocaCXJkv2EtGgxoRJqRDb/Xx6731/PaS39h4dMPseaNR3n7tT+ycdUTHDu4mXAo0Kp5qH15ho4g6bgz5Sj5iKBqYVQtTEQLEdZCIKm4sgRCaoiIFiaiR1B1NU5gWt8nAUmUUSRzlFA42LnZcEkaM2EUFsWGSTYjS0rcblmWFGwmJ5Ko0FgfZueWGk4d8SYNHGwJTVPpjNC95Rjjr08B0rIU+o+003e4A1d65/UjZ08GObLHF3W70snrae206Ls5ZFGJBvYZY4qFcwb8zdt9DLKhaiqXfsawRt79wftURN+vMVG6JEoooilOPg/ufh9vg48ePXMZefGQNsewf8dR/vLjJwGj1c3msDLv659n/jtPM/sL18d1IwIC7mYkIwajwvo5Nn2wnsrKSo4ePUpVVRV79+7l/vvvx+12J2yfnp7OW2+9xWc+8xn8fj/Tp0/n3//+d5fuW1fQqySH4p5Znd7+Qjline6kKNyWSgNP4ROGVH0uhU8tPk7ZGf9NBIMh7rv9q2zfthOX20V9XT3Lly9vt/3BarXw+AuPMumyiwmE/Wzf+SHLl77NyqWrKT9dwRuL3uKNRW+RnpnGFddewhXTL6F0UBGR6GTQk+HmJ48+wDdu/Qnb1u3gqYdf4O7vfP6CXpcoinzzV1/k9PFyju4/wYP3/JzH5v+OgmIn1VVBzp1rRBQgt4eVijN+wJhQON0lbF5nIRzyEwxW4PL0iAfwaRpJe/RFwUjxlrswsdR1nSP73uXEkfcAyOnRn6EXTUeSFQaNvJoNbz/NuYr9nKs8REZWKcGAQTRqq4+yffMSVDXCjTfOZNasWfHnZ+HChSxatJgj+9YyZPQNcXG7cb72x+PJVBLcuVoiu8CEIMaqIU0/FxCbWcVKSKKEJMiIomRYx0bdn0KhCDu3GfqMURcPa+e+wNljEY4f9RHuJAE1qi/dI6uiJJKZYyK7QMbcRsZKW9B1nVOHAlScNpyvBBGK+1nIyrN0qfIjIKJIplak3OYwKhpBf8sFEZ2IGiQrL4eBw4azZ/uHvPPm69x0x9zovdAQETHLZvzhRnRdZ+3ydwGjfTFZjs6xgyf5958XxlPAAabfPI17vvUFPOmJ5EBAwG3JwCS1FpMropkcZwEWxQYOyMzM7PD6bTYbS5cu5c477+S5557jtttuo6qqiq9//esd7tsdjBheQk2tl7o6X4fbtpVN0lVUV/nweUPY7G23Hhp5Mylb2xQ+WUhVNFL41KIxlCIakUiEr9/zHTas2YTNZuWWLxg5Gn0HlCZtf9j6/hYe/Ok3effD5XEXK4tiZfSIsXzje19hwZpn+Nv833HDrVfj8jiprqphwTNLuXfmN7lj6teY//f/UHmqBlGU6D2gmG/+6l4AFj/zOiuWvHvBr89qt/Djv34Tl8fJ/p0H+fV3/gRA/yHpWM1mFNmCw21KaG8RRYm8wqj71LmjmEwCZouI1SZhd0h4Mk2kZ5lxp5twuBSsdhlJEZElAbETLTYAaiTE3u1L4iSjd/8JDB87E0k2VtGd7hx69BwDwJF9K1Cjic9lpw6xbcN8rrjick6dOsnLL7/M7NmzufLKK5k9ezYvv/wyp06d5IorLueDjQuoLG9yJGqvKmAyCzjbESuLokB2vhVRkJAFBUUyYZKM1iezbIm3O4mCiK7rRLQwoUiAQNiHP+zFG2pg6+ZthIIh0rM8ZBWmEwj7CUYChNUQETWCpmnUVgd5f2MFJ481IAoSJtmC0IG9qA6dCiBsCUkWyOtpZdh4N736O7HauuaApak6R3b74iRDMQn0G24nPcfUofYjYRyCjEk2J23jcjijFY1AcgFzRA0xaarRhrR982aqKyuBpudaFEQkUebUsSOcPHIKi83MlTdcknCMs6crefh7f+e+Gx5MIBmjJ43kO7/+atskQ25NMtyWDArTSg2S0UUoisK//vUvvva1rwHwjW98g+9+97uddkrrCmRZYvzYvshyx8TSyFy5MFWNM6fb/8yxmRzn1ZqYQgofRaSIRgqfSoTVEMFIx6tZn2Romsb3v/5TVi5bhWJSeOzfj7B7u9Hacs0N07j97lt5c8MrbN6/htXb3mDz/jW8ueEVbr/71lYuVqIg4jC7yHLkMnrcaL71i6/w6qbn+e2TP+HK6yZjtpg5eew0Tz/yPJ+/6j6+OvsHLHv+bUaMGcpnvzgTgL/8+En2fHDggl9nbkE233/ka0iyxMpX3+H5fyzAbJHoMzANURAxSWYyshNXEXsU9QGg6uzhVseTJAFRElBMIhabhN0poygCniwzDpeMzSljtUmYrRIms4gsG9vH2qaCgXp2bHme6sqDiKLE0NHX02fQpQkTDE3VKeo1AbPVTTDQwPFDa4mEA+zf9SpTp07l1VeXtinYz83N5dVXlzJ16lR2bnmFcMiYpLY3X0tMshYTLGMlUSGvhxOHzWYQCkkxKhbRakVnsf09w9Z22NhBaHqEsBqMk5EGfz07d5xmy8bj1NY1EIoECEeCUWG7kdAda9BqeRmGJqHz4l7FLFJYamPYeA8FvawoJuNjUBSkeMtSR4iENQ5s91JbZWhCrA6R/iMd2F0GWdOjeSntwQgwNKNIpjbvo8NluA+1rmg0Ia+oB70H9EfTNN5d8SYAajOiIwoi729YD8AV102KH7O2up5//PpZ5n3mG6xc8i6apjHxynHYorqQW+bOTDpqlyW9FcmQRIV8VzFZjvw2dS+dgSiK/OEPf+DXv/41AA899BB33XVXh5qx7sDptHLRqN4db8j5W9zGcPpkHVo7hN+mpPQZKXzykCIaKXwq8UkSgXcHuq7z6x/9nsUvLUWSJB554ncMHDKA99YZK5pTrzOsL7sqMJdEGY81HbclA4vZyoQrxvLTPz/If7a8wI/+8C3GTb4ISRLZu+MAf/nFE8yZdBcHdhylz6BehMMRfn7/H6ksP3fBr3fYmIF86Qd3AvD33z7Dhrc3k5ljJbeHIW52u+zY7U2Tp/wiQ6dRc+404VDiJK9l1ULXdSJhHYslNmE1VssVRcBkNsiIzS7hcMqEw2fZvvlZvI0VKCYbYy/9HD1Lh9CyDVzVQJIUSvsbq9VnTmzj+JH1aGqEp59+Clluf+IjyzJPPfUkqhrh9Imd0XG23MoIrXM4FewOC7KoIIsmFFFGFmUkUULECLzLLzp/u80Po/kZw8clWpjWVAXZ8V4NFadj91lHj4rVYzqRmFYmokWimpEwYS1CWIsQ0cLN0tdJSkbAyE4p6W9n6Dg3uYWWVvoJI3tD6vA1HvSr7Hvfi7c+KvrOkuk/woHJkvhxqrZT1YhVazoKg7O7kmk0WmPS1KsA2LZhA3U1NaiaSmNDPZWVZzlz6gQfbnofMNqmfF4/zz26kDuu+ipLnn2DcDjCyPHDeGLJn5h45Th8Xj89euYxetKIFmcRcFvSMcuJmTQOs4ciT+kFEzELgsCDDz7IE088gSiKPPXUU8yePbvNqs75oLAggz6lrW14W+J8Q/tiCAYinKvytvl4KqgvhU8iUhqNFD6V8H7K26Ye/cPjPPOP5wD49SM/5aqrL2fRi0uJRCL0H9SXkt7F53V8o53Ggi/ciC9Uj91hY+qMy5k643KqK2tYtWwNK5auZs+H+9m6/gPAmGDUVNXyndt/wV8W/Rq7o/0QwK7iM3Mu59j+U7z64hv85Gu/4fHFf6R3vwLqakL4fRGycx2cOKqiaip2pwd3WhZ1NZVUVRwjr2BA/DgtiUbMarbtfAUDZ07uZseW/6BpERyubEZdfBM5BRkoZmOCGnOt0iI6DXU6uiaQmdub7LxBVJTtpuLMDm68cWanrIcB8vLymDlzBstXvEPP3heBZkxwY4gF2GXlWBHbqUykZ5mw2M5vouX3Bti/4xAAw8YNBiAc0jh2sJFz5Z2bQIoICKKMpqlRPUZT0noCsYh/Y1SRHG6ZvCILnnTFSAVvtknLqxYEAQnZCDdMQle89REO7fQRCRuP5fU0k1dsTkpOjKpGS/MAw7ZW7qSTkTNONNo3rSguLaWod29OHD7My089ga/Ry9myM/HHZVkmMz+d91ZvY8m/XqeupgGAfoNLuffbdzB64ggEQeD3P3oUgOtvubqFjkPAbUlLIBmiIJHt6IHDnNhadaEwb948MjMzufnmm3nllVeYNm0aS5cubSUmP18MHVJEdU0j5841tLnNhbSbPX2ijqzs1oTCLNtStrYpfCKRqmik8KlDRA0T+BS3TT37xAs88pAxofjBL7/DjDnTAXjzPysBmHrdVRfkPIIAdpODdFsOFrmpZzs9K43ZX7ieJ5b8iZffeYp5X/88Rb0K4q0mZ06UM+fiu3j0J8+wZ9vBhJyL8xoP8KUf3MGw0YPxNvh48K6f4fV66Tc4HUEAi03G6bJEQ+RE8qPtU+cqElPCWxKKUFDDbBXb9MjXdZ0Du9/lw01L0LQIWbmljLv0Nqx2N827TARBQJZFTBYJSTYCDK02icGjpiArFsLhILNmzerSNc+aNYv6ukrUcACidCL2BeBONyEr7X8M5BV1P6Avht3v70ONqOQWZJPbI4uq8gDb36vuNMmIQcBwAZJExahetNOe5MmU6DfcRr/hNlzpIhpq1EUrTEQNRb8i0SqJahCYaLq3QcgSn+faqjAHPvQSCesIIpQMsJJf0r7oW2vRwmSWzZ0mGQBOT8etUzGUDuiPKIqcOHKEyZMmR6rO0gAAe7tJREFUMn/+fFauXMn8+fOZMWMGlWXnePbPC6iraaCgJJ+f//V7PPXqnxkzaSSCILB3xwH27zyIYpK5elZimJ/LkpYgUrYpTorS+vzXSEYMN9xwA8uXL8flcvHuu+8yefJkysvLL+g5RFFk3Jg+mM1ta3QuhMVtDJWVXoKB1q1g9lQ1I4VPKFJEI4VPHRpDn962qVfm/4eff+8hAO7/9he5/e5bAWiob2D9OxsAmHaBiEYMkijhsqSRZs1CFhMdVwp65nPH/Z/lhbce56lX/8xlV08CIBKO8J+Xl/ONz/2IL1z5NZ75w3yOHTh5AQaj8YtHv0dOfjYnj53mJ/f/BrtTomdvFwAZ2RYE0ZhYFPTsB0Bl+eH4hFYQhYQV6khYQ5aNgDlRppX3raqG+XDTEg7tNfILSvqOY+TFs5EVo00rifmPUdloNg8xW+z07m8I79PSksSmt4PY9qoaQdANrYPxJSArEp6M1oLe5nB6FJzuromkk+HDqD5j8EUD2Le9jkO764mEu08ghWioX8v7LQiQkaswaIyD3oPtHaZx62jRyoOKqquoWtTWV4+g6xqqZgQ6nj0V4NAur+EsZhLoGxV9d4QYcZFFxQja6+JHrtPdvhg8hkN79vLuG28ydepUTp061cokYP78+Zw6dYqpU6ciSSJf/eE9XH7NpASS9MrzywC47DOTSMvwxH/uMqdhiZIMAZEsew/y3cXIbWTlXGhMnjyZd999l5ycHLZv386ECRM4fLi1dup8YLOZGTO6tM3HL5TFLRhC/WSi8JQ+I4VPKlJEI4VPHT6ttrZvvbGaB+//EQC3330rX37g3vhjby9/l3A4Qmm/3pT27fVfOb8imUizZuE0pyGS+MEtCAL9h/ThF49+j2/87L74z81WMxVllbz0xBLuvf7bfPH6B1n45GucPV3VrTHouo4j3cZDT/wIs8XMpjXbeOyhpyksceL2mDCZJZxuEwiQV1iKJMn4ffU0NhjnS9o2FW0rEiDBHjbgb+C9d/5N2ak9CILIkFHXMGDolQmC42SZG5qqJ4gMBKCgp2EHW1NT06XrjW2vKBZAiIq7DYF3bp4Lq9mGWbZhlq2YZCsm2YIiWZAlM7JkomevdEySJS5alkQFSZSbCac7JwbfHtVneNJ6UlsV7NI1JEMsM0MSDA2JKAnkFJoZMs5JcX/bebd6gfGaFBA4dcTPiYN+dF3H6hDpO8KK1SGgamr8S9Njtr9RrUi88UpHQjKqZF0QzsfQJAZvm2j4fT4W/vNfUZOAVzswCXiVqdOm8dOv/pb6ugZqq+soO3WWk8dOs2LpOwDM+Nw18X2c5rS4g5RFtlOUVorbmt7l6zhfDB8+nPXr19OrVy+OHDnChAkT+PDDDy/oOXJzPAwcUJD0sQvd0tQyU0NM2dqm8AlGimik8KlCRAsTiLQtxvuk4r11m/nqXd9CVVVmzJnO937+rYTVzFjb1LTrrmzrEBcEggBWxUa6LTsaTNV68nXj56/jhluNIDJRFLj/h3dzydSLUUwyRw8c58mHn+f2K7/Ctz7/c15/+W3qa9rurU6GUCRInwG9+P7vvgHAi08u5s3Fq+g3JB1ZFsnIsiIIIMsKuQUG6ao8eyQ6nqbjxC1Em5GFmMC4rqacDW8/TV3NGRSTlTGX3EphSaK4VhBJ2nYTiSS2AwmCgNPjxOXOYMGCBV261oULF+JyZ6GYrAlicKtNNggVxMUagiAgCCKiKCKJEk6nhdxcF2bFgkWxYlFs2Ex2bCYHdrMTh9mF0+LGYfbgMLmxm1zYTE6sigOLYo8G8lmprfBzaM8xAIr79EOIkZQuEJXmaJ6ZoZhECnvbGDEhncJSW1zvciGgaTrH9wWoOGkkknuyZPoOt2FKco4mMXqUcGhaXMAeUgMEIn6CaoCQGiSsGu1bqh5BTaYxaQZ7JzQa2zdtJhIO89RTnTMJePj3D+Pz+vncVfdyzaibmTXpC9x82Tw0VSMjO53iPkUAOM0erIoNEMiw5dLDXYKSJDfj/wu9e/dm3bp1DBs2jLNnz8YrHRcSAwcUkJPjafXzmPPZhYLPG6Kmuql9N2Vrm8InGSmikcKnCp/Gasb293dy7+fuJxQMcdXVl/OrP/0kQejZ2OhlzduG/eWFbptqC6Io4jC7SbdmJ528fO1H9zJi7BD83gCLnv0P333oa7y6+QW+8+uvMnL8MARBYOfWPfz5J09wyyVf5Cf3Pcw7yzYS8He8Wq7rGhEtzBXXXsLtX7oZgN9+788c2X+YPgM9yIqIO80YU4+ivgBUVxwxJuHNKhbBoCECbw5JEig/vZ/33vkXAX8DdmcGF19+BxlZPVvfgzbmFWpEBwFMFhGnRyE924TLY6Lf0LEsXry40z3qZWVlLF68hILiEQgICTkamTkdr54W9HR2avIjCEZlJkZQZElGkRQkQaHiZIhlL21F13Wy8/LIyMjGJJsxyRbMsgWzYm23oiLFqyhGJUUQJHRdw2KVKennYOh4D3k9rSiKkRchJdFWdAdqROfQDi/VFWEEQSCvp5mSAdYOBf9Ezy6KYtzmVUdH09UmJy3dIBphNURYDRBU/QQjPoIRP0E12IyMRLBGndACfn9SMqLrOtvWb2TmzM6ZBCxfvpyxY8ciCAKXX3pFKx1HXXU9syfdwY6N+7AqdkyShUJPKWm2rI/ERDgvL4933nmHSZMmUV9fz9SpU1m6dOkFO74gCIwdXYrV2rot7kLqNCCxqpFKA0/hk4wU0UjhUwXvp0yfcXD/YebdfB9er4/xk8bwx3/8ptWq5zsr1xAKhijp3ZO+A/r8v45PlmTSrJm4zBmIzT7IFZPCzx/9HnkFOZw+XsYPv/wrbHYb02+exl9eeIjF6//Fl747lz4De6FGVN5bvZWHHvgzt0y6l98/+Bhb121HbSdVOqQahGTeNz7PpKvGEwqFefCen4HgJyfPRnqmBVEUKCg2dBpVFcfR1Ej03hkTLk3TEyxSDdH3et7fuABVDZOZ04uLL7sDuyN5q0nLtilBAJtDwu6SSc9ScHpkLFY5PsHr3X8Esqxw5513dpgrEIlEmDt3HpIk06PnUCMrOjpTdXnMWKztT5pMJpHsvO6LwBsbQny4uYKjB+s4tNdIA+/Vr3/yjduoqEhRm11ZUqJfJtxpFgYMS+eiCTkUFHmwmaKtX5IVi2TFotixKnZk0RQlHgb5EKNfcY1KNCskGSkJBTT2fdBIQ61qiL4HWulRYu1UGKMgCIii1KpNStO0NqsWMejo6LrajIyEUGzG86RGIgSCvqidr/GlairlZ05TWV7eKZOA5cuXc+211zJp0iROnTrF/PnzW+k4Tp48ySWXTOYrt32L99fvosDTu5Wd7f8aHo+H5cuXM336dILBIDNnzuTpp5++YMc3mxXGje3b6vm+kDoNgPKyRsJh43fUhbIGTiGFjyJSRCOFTw0iWgR/+NPjNnXy+CnumHUPtTV1DB05mL89+whmS+vqwZuvxtqmrvqfrVpaFAvptmzsJld8kpaW4eGhx3+M1WZh6/oP+esvn4hvn52XxWfvnsUzyx7luRV/5/Yv3Ux+YS5+b4C3lq7hB3c9xOcu/RKP/fJf7Nt+qJU7kaapRLQIoijywz88QEnfnpyrqOZ79/ycghIbdqeCJ92MOy0bu8ODpkYoP7OfgK+OSDBIJKzFg97AEFtvWLWYnVuNe9mz90VcNOFmFFOySZpxfbF5i8UmkpFjoqC3leweZiRJSKrdMJmtTJwyJz7JKisrS3ovy8rKmD79epYvX86wMTNQTBZjEqvpiKJAZnbHE8f8IkenVu9bQlN1jh2q48P3KmisN1qODu83QiB7t0U0OoH0TAtDLsqg/0gH6VmJdrIGT4kK8gURWZSNti3RbFQWRClKXCSDuIgysiTHKy+yZEIWja+QT+DAB35CPgGzWWbgCDdZOdYoaVHiQvrYn+ZoXsVoCUN03vWEa6u96bkKRgXhOuDz+Vj16ms8+bs/Ah2bBNTW1nLTTTcxdepUXnnllXZ1HEtfMcIe77rtXurrPpoVYKvVyqJFi7jjjjvQNI25c+fym9/85oKliGdmOBk6JLEKKV5gnYamapSfacAsWZFTtrYpfIIh6BfqnZlCCh9x1PnPUek90/GGnwBUlFdyy3Vf4MSxk/Tp35sXXn0GT1prK0qf18fYAZcS8Ad4ZdXLDBo6IMnR/n+haiqNwTqCqtGX/u7y9Xzv3l8A8J1ff5XpN09Lup+u6+x6fy8rlr7D28vepba6aZKUX5TLpddczGXXTaCwJB8wBJ6xgKxTx89w1w1fo762gWkzr+D+H3yZDzdVsm9nOW8sfpKaqjMJVQRPejZ9Bo2md//haJrG6tefp7LsBIIgMmDYFIpLL2rz+nQdJAXSshTyS6zIzaoimqZz4qBx3QJC0onr6eMHeffNF9A1jRkzZjB79mzS0tKoqalh4cKFLF68BEmSGTZmBlm5TcnHiiLTb0gGaRntEw1JEhhzSR5KB7a3LVFfG+TA7hp83qb71FBXx6++/QCCIPD93/8Bu6PzLSKiAFm5NgqKndidCv6wl4ga7tKYVF0joobQO5EcXlcd5tCuRjRVx+aQ6TPU0UqPoes6qpaYsSEgGi1bQvOEjmb7xK9HjLYJ6i0eaTqS8bcQ/x8CzBh5JwF/gK/86Ps4PR42v7uGdSveStBtxKoTbeGRRx7hgQce4OTJk51qsSorK6OoqIiHH36Y+++/v8Pt/1fQdZ3vfve7/OY3vwHgG9/4Br/73e9aZIB0Hxs3HeDUKSNA1B/20hisvSDHjcHptnD1VReRYe9cNk4KKXwckSIaKXxqcLruKP5w4/96GP911NbU8bkb7mT/noMU9OzBS6/9i5zc7KTbvvHqCu6f+wCFxQWs2rzsI9GHHUNIDdEYqCWih3n6z8/z1B+fQ1Zk/vz8rxk2enC7+0bCETave58VS1ezdkWidqPPoF5cdu0EJl89jsKCnvGWiK3rP+Abt/8AVdX4yvfvwubI5JGf/YlwKMTMmTNbTegXLV6MJMmIokzA34hisjB52hzMlqIEPUQMkixithg5GYKk4U6XSctK7AUP+lXKThhjbYtoADTW1/CfF/+KrqutCFB+4XB6FA+NOk01wWyWGT0pv8PnuEeRg979Pe1u0xxqROPYoXpOn2j93vpw8yZefupJ8guL+MoPftip40mSQG6BnR5FjniLV0QL4w91z8RB13XCWhhNb9lu1jSxryoLcvSAFzRIzzZRMsCBLInRR2ObGtbGmq4TVkPRTA8FWZSNrWLbtDMWq8mJ3KIFR9eNv+J/9JhnlfH/Gy++k+rKaiZNuYoPN22iIVplyM7P4/Jrr2XVq//hsksu4eWXX27z+gcMGMDw4cN56aWXOn3f5syZw/bt29m7d+9H6vdCMjz88MM88MADAHz+85/nqaeeQlHO3343HI6w6u2dNDQaQv46f/fc7trDjKsvIS8r+e/nFFL4JCBFNFL4VEDVIhyt3keyFcdPEryNPr4w+24+3LqDrOxMXnztX/QsKWxz+6/d9W2WvfImd33lDr79o6//P460c9B1CIS91Adq+eGXf8nqN9aRluHhyaWPkNujcx/OPq+fdW+9x4qlq9m8Zhuqaqxui6LI8LGDmDbjSiZPnYDDZWfBP5fyp5/9PdprLzJ16lSeeuqppKvA5eXl3Hnnnbz55ptYrHauuuFOPOnZ1FaHiYSM3mtRMoL3zFYRWY6Jg40gt/RsBVda4mSooTbCubMhY19BanfSevzQLt598yUEQeSK624jPSsfRbFQUxVKur0nw8yQETmtsieaQxBg9MTcDjUcMdRUBTi4p4ZAILkeZvG/n2XLurVMumoKV89qe8UdQFFEehQ5yCtyJFRTdF3HF2pE1/Xo0MXov0K8bSpeBxCaZWw0qwwIgkBECxOMBDCegSZCcOqol1NHDBJTUGKnoJe9w+s2uIHWJhFsC5KoYDN1fPwYNE3jhvG3ca7iXPxnaRkZXDX9BoaNGYMoiqx/6y3eXLKozWpFVVUVWVlZHVY9WmL+/PnMmTOHqqoqMjIyOr3f/wrPPvssd955J6qqcs011zB//nxstvMPm6yr8/H26p0Ew2GqfRc2LFAQRMYOGc7IEf8dS/EUUvgoIKXRSOFTgcZQPZ90khEMhvjSHV/nw607cHtcPLPwH+2SjIA/wOoVhj3k/5fbVFchCGA12cly5PHzP/2Q0gG9qDlXy4N3/xS/r3Op0ja7lSnXX8bvn/4ZSzc9zzd+eh9DRg1E0zTe37iTX337j1w35hZ+cN8vycrL5MrrJiMIAlOmTGHp0qUd5hJMmzYNTY1gdxitaSaTiMUm4c4wkZ5lxu6U4ySjOZJpIELBzofYFfUeREFxf3RdY/uWtzFbLEiy2Ia+Q0JWBFS9bYE8GG5UnSEZ4bDG/l3V7Hy/KoFkGNN9Q6sgCRKH9xn6jL4DBqOIJhTRjEkyG45TshWLbCPN6Wb4sGKmTBnE0MG9yXblkmHLJdOWR6Y9H7vJZdjpWlzYzS7sZgc2kwObyY7VZNjoWhQrZsVwsjLJRuaHEheRy0iihFm24DC5opkWRpva4b0NnDriRZQE+gx2dYpkKJIZp9kdb7vrClQtjKq1/xyAQa7ee3crd173lTjJsFitXHfzLXzjZ79gxLhx8fagkRdfjGIyMXfu3KQmAY2NRqWpu2GPDQ1ds4/+X+G2225j6dKlWK1Wli1bxlVXXdXl3JlkcLttjBjRK1r5vLCVHZNk5sTJKiLtGFekkMLHHSmikcKnAo3BT7bbVCQS4Rv3fIf172zEZrPy5Et/69BBau3qDfh8fvIL8hgyfND/00i7B1EUyUnP47Fn/0xahoeDe47wq2/9ocviz7QMDzfedh1/X/gwC9b8k7u/eRslfXoSCoZZ/cY6vv/FX7BmxUYEQeDpp5/uVC7BU089RUSNUHZiNwXFLgp6WXG4lA41DlISohGOE42O490EQWDs5GuRFROVZSc4uHtrdEwt9hTA7jSuIxwJx38Ya80ySIER5FfSK9NwcJLtWGUHNsWJ3eTGYfLgNKfhMqcTrDWzd4uPxkoJu8mFw+TCYXbjNHtwmt04zcbPAnV+qqsqESWJgQOGY1VsWBUrFtmKWbKQme5m1EU9ueyKfpT2zsFqtmGKEgRJlBBFEU2P4LuA7Y6iKGJVHMiY2b+jnsozfhSzyKCRHjJy2teuCIIYJTZWBEFAkUyYuuHIFFbbt2De9f5evnLLd/jmF37IwT1HECXjdTT1hhlcfNnlrV6TVpuNm+fdxfLly7n++utbmQQ4orqY7oY9Op0fH0eka665hpUrV+LxeNiwYQOXXHIJp0+fPu/jFvfMoqQ4O2qffOFgkiyEwypnzpw/IUohhY8qUkQjhU88VC2CP/zJDenTdZ0ffONnrFi2CsWk8Ni/H2H4qKEd7tcU0ve/c5vqKoqLi/jbM39CVmTefn0t//pr53vOWyK/MJfbv3wLzy3/O6+seom5X7qd7NwsNFXjxhtv7JRoFgxv/5kzZrBn+0YcDgt2q63d9qQYpJaEgKaKRgvj22b2r0KTRasg4nRlMHLcFAC2bVhBwO9DMSnRUDzjy+GwYDZFnZUwYVOcuMxunGa3QRJMLuwmBwW52RTl5uO2puOyeKJhfMZjNpMdUTWxb0cNe7efQwsbdp/xZO4kxOjAPiMNvLikFIu1KbcjPdPGqLEFjJ/Yk7x8V5u2sbqu0xCo5UJXIsMhlb0f1uOvE3C4zQwZnYbd1X4/vywp2E0OZDFxO7NsQZZaZy60e341jKa1rlwdOXCcB+/+Gffc+A0+2LQTk0nhlnkzGX/ZWIB2LI0FBgwezp1f/jqr33mHoqIi5syZE8/IWLVqFR6Pp8thj4sWLaJfv36kp///J4GfDyZMmMDatWvJz89n165dTJgwgQMHDpz3cYcPK8bjubB5FybZcAE8eqzigh43hRQ+SkgRjRQ+8fCGGviktk3pus5DP36YRS++giiK/Onx33LxJeM63C8YDLHqzXeAj27bVFu4aNxIfvKb7wHwxB+eZc2Kjed3QAF69ivgwZ98k6WrXiYSiXQql6A5Zs2aRUVZGQGvD6vVhCKaEnMbYlkOUZtVERFZMaoIsUA6XZNAN7aLW65KJqP9Jx5ap0T3Mb5EUWLg8IlkZhcQDgXYvOY1FEWKkxJJErE5TNFUPVB1CKvJNRzFvdpurTl9qo71a45SUd75Npr9e3YCRtsUgkBuvpNxE3ty0dhCMjI7blEKRHyEteRj7S583jAfbjKsd7Pz7IweV4jDZqfNlhhBwKLYsCr2NpOhLbJhf9t56AlVjfJTZ/nFAw9z27QvsnblRkRR5NqbpvLS6qf48vfvIiPTAxihfQICkiBjEs1YZBt2xYnT7MZucjB8xFh+9ru/ce+Xv8b27duZM2cOU6ZM4eabb8ZkMrFkyZIuhj0u5r777vvYLEI0x+DBg1m/fj19+vTh+PHjTJgwga1bt57XMWVZYuzY3shddGNrC5KoIEYrJBWVdTQ2dq4VNIUUPm5IEY0UPvH4JLdN/e0PT/D0Y88C8Ks//ZQp11zRqf3Wv7sRb6OXnLxsho0a8t8c4n8Fcz4/i8/PvQWAn3/j95w8mDxTorPwh73oukYgYEwAu9vPLmsKHkcaVsWKzeTEHJ2EGq1AzYLjRBGTZBCOWHxcJKgb4mZAROx0O7goiky4chaCIHLs4A7KTu+LP+ZwKjR3+tRUnYgWamX2aneaycxqPfn3+8Js23yK3dvLiYQ7rx/RdZ0De3cBMOGycUycXMzQEfm43J1rNdI0lcbghc1wqKsJsn1zJYGASnFvFwOGZiDLImbFgtXkaEUkJFHGbnKidFCxEAQBq2JH7EKgW0gNUV1Rw59+9nduvmIebyx6C13XuXTaBP69/DG++5uvkZufgyKZ4xUFNajiiJIKi2LFJJmQxETDAJvdzrce+CZ79+6lqqqKo0ePUlVVxb59+7DZbMybN69TYY933XUXNpuN2267rdPX9FFDcXEx69atY+TIkVRVVXHZZZexatWq8zqmx+Vk8NALY0Xbsu0uVdVI4ZOKFNFI4RMNVbuwPd4fJfz7yRf500N/BeB7P/8WN95yfaf3jYX0Tb32ygvmOf//je/+/AHGTxqDz+vjgbt+iO6VkITuBV/paPjDPmx2w6Wmu/3sZqsVATCZZQRAERVMkrlVY5EkCq1WikOB6EReELqsOc3IymfwyEkAbFmzlEg4iKKIrYTdmmZYp0ZaVDWKS9ISxqPrOseP1rB+zTHOVXa97fBcVTl1tTWYzCZmzL4Um71r7UWNofpOZV90FpXlPnZurUTTdAYMTaeotyvhcVmUoqTCDAKYZatBHjrpKhUjG51Z/fc2+vj3Xxdw0+V3suCfSwmHIoy6eDjPvPo3/vjkbxg6aDgZtlyyHHmkWTPJTM8EIBDwd/iyMJlMFORlIwgCGRkZFBcXk5GRQVpaGvPnz+eNN97oMOzxhhtuYPny5SxYsACPx9Op6/+oIjs7m9WrV3P55ZfT2NjI1Vdf3eUWsuZQRBPZuU56tlP96yxMUmJ46rHjlUlb6lJI4eOOj+cMI4UUOolPatvU0gWv8bPv/hqALz9wD3fc+/lO7xsKhVn15mrg49c21RyKovDIk7+nsLiAU8dP8817vo9TScducndCSt0avnAjnjQ3vUpLWLRoUZf2XbhwIbn5PbDbjR5uk7lpgi8JEibZEm+TACNToyVi+gyxm7+Wh4+9CocrHW9jHQf3vIPDZWpFWLRovkfz9imTWSY3v0nw29gQZPPGk+zfU4Gmdm3iY7Eq9BuYTSRiTGRHjRmeNI2+PYQiQQIRX5f2aQ+njjWwd0c1ikli2OgssnKTW54KgoDD7CLHUYRZtnW5ZUgURKyKvU19TigYYsm/XufOKV/j+UcX4fcGGDi0P0/Pf4yXlj7LhPETcZhdWBRrPNsFwOEyXlN+X8eErzA/u82FA1EU0TSNFStWtNJxxKxsi4qKWLt2LcuWLWPKlClduv6PKlwuF6+//jqzZs0iFAoxZ84cHnvssW4dK1bd6tMvC0+6tYOt24EgtCIagUCI8vLa7h8zhRQ+okgRjRQ+0TBsbT9ZWPXmar7zFSP87PPzPsv9376vS/u/t3YT9XUNZGVnMnLM8P/CCP//kJbu4R///jN2u41N67fwqx/8FrvJQbotB4vcNQ99TVcJqQFu+cJsFi1a1KV+9iVLljDxsinxyanZnNhGI2JMLORoxUVOam0btbjsZk+8opi4+PIZABw58B611a3ddjTVIBqqHkGNrp72LPEgSaJh93rwHBvXHaeuxt9q3/bgcJoZPDyPiZeW0LMkjc3rtwAwbuKYLh1H13UaLlD6sq7rHN5Xy5EDdbjcJkaMyzbIVxuwKQ7SrFk4zE7SbdmYpK47SkmijLXZ604UjMa41Us3cNfVD/CPh/5NXU0DhSU9+MWj3+PFN/7JpMsmtHtMZ5xodEy+ehXlJ/253+/ni1/8IgDz5s3j4YcfTtBxxML5Hn74YU6cOPGJIRkxmM1mXnrpJe655x50Xee+++7jZz/7WZdd62LCf1EUGDYiP2FBoSto67WVap9K4ZOIFNFI4RMLVVPxhT4eHvCdxab1W7h/3rdQVZUZN13HD3757S6vvMbcpqZccwWSdGHtGv8X6NO/lIf//msEQeD5f77MC8/MRxIlXJY00qxZyGLn23Z84UZm3jwdq9XC3HnJcwmaIxKJMG/ePBSTibEXT47/3JxkAiJgrIiaRFOrioau64RDsYpG98W3BT370bv/CHRdZ/3bi9BaZDZozRLLw1oISRYpKPJQVxvgvXXHOXygKmmqeVtIS7cxcnQBF19STH4Pw0FK0zQ2RYnG+EljuzR+b6gBtVWCd9ehqhp7t1dz+kQj2Xk2hlyUicmc/LUuChIeayYOszv+XpJEEY81A6fZ0+nqmCwqWGQbHmsmWQ4j/2Pbu7u4Z/q3+M2Df+HsmUqycjP4zq+/ynMr/sFlV0/CH26ko7luzF424G+faEiSRM8eyYnGL3/5Sw4fPkyPHj347W9/y/33399Kx7F3717uv/9+3G53p6734wZJknjsscf40Y9+BMCPf/xjvvKVr3SpXUkURKSo85jZIjNkeG63FgZaVjP+r737Do+qThc4/j3Ta9okIbSEHkBBERCUpoAElZVIAF31igoWENRVVteKimUtrIsFVEAFOxBEhF0CdsTCWrBQIr0mQCpJJjOZcu4fQwIhPUySCbyf5/G5d5NTfgMBznt+bymVkZlHcXFwGyAI0dQk0BCnLedpljb1+8ZN3HrtNErcJQy/9GKemv1YnesrPB4Pa//zOQAjr2i+aVMnGzbyYv52/1QAZt7/T35YH+gwo9caiDTHYDdGoqHmoMrr92CwGHhqzgzWpKUxOrniXIJSGRkZjB49mrS0NCZOuRuL9XgxdVUPtXDsrbfJUq742FOiHnvgLC0Hr7+kK8dhMlvIOXKQTb98U+57pTsaAF5fCXEt7ezansMP3+6lsKD6+Q4nio2zc/6F8fS9oC3RseWLyLdu+pO83HysNis9etV+PovX7wlKPZWnxMfvP2aRdbiYdp3C6NojCq22qo5RlmO7F5U/+Jn1VqIsseWCVQUFncaAWWfFbowg0hxDjLUVUZZYwkyRWAw2tvy0nSlj/879t85k97a92MNt3H7/RD78YgFXXD0SnS7w8+FTvZR4q+82VLajUUOg0SouBoOhYoC7adMmnn32WQBeeuklwsIC9Skn13E0x+5SdaUoCo899hgvvfQSiqLwyiuvcM0111BSUvuHe/0JPwuOaCudutR9anpVOxqqqrJn75E6X0+IUFa/fT8hmoHCktOn29S29B1MvGoyRUVOLhh0Pv9+/dkah8lVZsO3P5GXm09UdCR9+p/XACttOrfdNYn0zdtYtXw10ybew7I179EmvnVgurjeglFrwukpwOkpoqoAVFUh25nJeQPP5tn5j/HItKeJj4/nyjFXMjZlLJGRkeTm5rJkyRI++ugjdHo9k/92P93OPqfcdWpKqTDodBi0Cl6/B5/fW5Y2pdSjEPxEer2G1vHRjBwzluXvLuLn79fQrlMP7OGBzkUn7mgUOd3s35+DotZuV0vRKLRqHUa7DpFYbVXXXXz/zQYA+l7Qu04/owWufE71xUCx08sfP2dR4vbR/RwH0S0qz6NX0GA3RWDSVZ9nrygarIZwIs0tcPucFLkLAp2eqngo3/TrZmY9+SLrvvgWAJPZxFU3JfPXW1LKAoaTOT2FGPVVp2mFhduPfbbqA432bSvuZvj9fm677TY8Hg9XXHEFycnJ1V7jTDF16lSio6O5/vrr+fDDD8nNzSU1NbVsuGF19FoDLu/xepn2HaPIzSmuddOEQIvqqv/M7dp9mK6JrWt1LSGaAwk0xGnJr54+aVP79x7gxnG3kpuTR89eZzNn0ew6F9iWKk2buuSyYfUKVEKZoig8Pfsxdu/cw6bftjD5+jv5YOUirLZAzrxGo8FmDMeks1JQkldhQrOqgstThNfvQaPY6DekN0u/eYvVqZ/x0burWLL4eLcanU6Hz+dDbzAQFRNTYS1ajYJWp8HnrTwtQ6cLtK/VaQ0oioYSd8mxz3Bqm8zRLcxoNArnDxrID1+tJ2P/Dr79YhkjRk9EURT8PhWfTyX7cDF+v4rd5sKir36mhU4fSK9KaBeJ0VTzz8x36wKBxgWDal+fUexx4vHXfkelMkfzStj0S1Ygf75vTJX1GAatEbsxssLDnkbRYtSZj/1nwqgzo9cYygUVLo+TQ4X7K/zs7N6xh3//8xVWLV8NBH4+rr5+LJP/djP6MKXaz+bxu/H4Sqpso2sPO546papqpUGOoih0TKj4cPrGG2/wzTffYLVay97ii4Crr76aqKgoxowZw5o1axg2bBirVq0iOjq62vNO/n1SFIUe58bx/Td7cRV7arxv6ZC+qhQWujh8JJ/YmNMzhU2ceSR1SpyWikoKUE+DtKkjh7KYkHILhzIO0ymxI/M/mIPNVvOws8r4fD7WrPoUaN7dpqpjtpiZu2g20TEOtm76k79PfbBCDrZOqyPSHE240YHmWHH2iUEGQMmxB0l7mI1xN47m3bWv8Z+fP2Tpure47d4b8Xq9GE0mXMXFvDb7WYqLKxZPV/dQXpo6A4FUKr/32JC9U9jOsFh1ZQ/XiqIw9LJxaLU6Duz5k51/bgQCA+v27jhKfq6bSIcRr9+LX608GDIYdXTuGsOgizvQpWtMrYIMj8fD/74NpK3VthDcr/ooOsVZN9mHi/n9pyOYLboqi74VFGyGcMJNDgxaExa9nUhzLHH2BBIiE+ng6E7r8PZEW+OwGyMCbYlPejA36S20jehEuCmQLnMo8zAPT5/JyAHJrFq+GkVRuGLs5aR9t4IZzzxAbFwM4eaoGtsuO0uqThkr7Trl9XrxeCpP8YmNicJ80suHQ4cO8fe//x2AmTNnEh8fX+0azkQjRozgs88+w+FwsGHDBgYOHMjevXurPUdfSc2XwaCjZ6+WKFVMuS93bC2aDOzaJUXh4vQhgYY4LZ0OQ/ry845y4/hb2bt7H23iW/HmkleJjIqo9/V+/P5ncrJyiYgMp9+APsFbaIhp2TqOOQv/jd6gZ+2qz3j5+VcrPc6oNxFlicWit+P2OsuCDACvz4PvhEJqRVEIjwyjZZsWXHzpQAA8nhJsYWEcOniAN1/7d4WApto6jZOKwT1uP1pFX8cJ08cpQHSL8l22Ylu15JzzAwMcf/hqBVmZuRw5VIzX68di1R0LHFQ8/vJvYa02A2f1jGPQxe1p3zEKvb72DQP++HUzRUVOIiLD6XpWl1qdU+g+iv8UZmYc3FfI5l+zccSa6dknpsKvu0bRYTOE08FxFh2jz6a9oxvtHV1pFd4Oh7UFNmNYjUP5yl9Pg85jZu4zbzL8/FF8sHAJPp+Piy4ZzMefL2bW3KeJb9em3PERZke1MzncvmK8/sqL4K3W4612q0qfqqzb1D333ENeXh69evVi2rRptf58Z5p+/fqxbt062rZtS3p6OgMGDGDz5s1VHl/Vz0pEpJnEbhV3N8tTavWzduBgDiUlp94UQYhQIIGGOO34VX+1bwibA2eRk5uvuZ30zduIiY3mraXziGvZ4pSuWTqkb/ilQ9Hr9cFYZsjq1fccHn8u0AL4pedeLUsZq4zX78WgNaHXlv81OTk9plSbdq1oFR+H3+dn8CVJ6HQ6Nm38mU+WvV/uOGMlhbml9CfsaPh9Kh6PH41Gi1FrPFZ4XLedjbBII0ZT+Qdso0lLj95DCI+MxVVcxC8bVpd1OIp0HH+rWvo5wyPNnNu7FRcObkfrtuFVFlBX57uvfwCg34C+tWpUcCozM1RVZde2fLZvyaNdp3C69ohCr9Nj1FmwGsKJMEUTbW1J5+iz6dGyPy3sbbAa7Og09f/Zdzqd/POf/6RDhw786/kXcBW76Nu/D++teJN5771Mt7MTKz1Pq9ERbnJUu2NV1d9ZGo0G67FdzMo7Tyl0jG9T7itr167l3XffRaPR8Prrr592aZLB1q1bN9avX0+3bt3Yv38/gwYN4vvvv6/02OoChfh2keVm0pyssuGdlfH5/Ozdl1XzwoVoBiTQEKcdZ0lBUKcKNza3u4QpN/yNX/73K+ERYby55FUS2rc9pWv6/X7SVpamTQ0PxjJD3thrkrnh1usAuHfqg2z5I73c9/2qylFXDiW+YjQaDSa9FbPBhuZY7r7HV1JlWlH/wYEdoZzsLK78v+sBWLNyOT/+sL7smGpTp07YJSgpCeyclL7x1mt0labtVEWrVXDEVkzH0GoVCvJ9nNVrFAD7dv3CkYydGI1aLLbjD9sRDgPnnh9HvwvjiY2zn1Ief2kheG3qM05lZobfB9v/OMqR/SX07dueHt07EG1ticPagnBTJFaDDYvBTtuITjiscadcm+DxeHj11Vfp1KkT999/P3l5efTo0YOVK1fyw7cbuPyS0eUGMlZGrzUQZqp6orTb6yybbXIyu73qzlNRkWGE2Y+nU544M2Pq1Kn06XP67l4GU9u2bVm3bh39+vUjJyeHYcOGsXr16grHaTW6an+vu/eIw2qroj5IV/vZLDJTQ5wuJNAQp53mnDbl8/mYPvl+1n/5HRaLmXnvv0Ji99qloFTn5w0bOXI4C3uYnQsG9w/CSpuH+x69mwEXXUCx08Vt/3cH2UeygUCQke/KpsRXvrWoTqPDordj0lsApcpdjfMH9wZg++ZNnNf/AgZdEhhw9s78OezdswuoJnVKAd0JuwVu17FA44S/jrWKBoPWVOPDK4Ajxlxu90FVVfJz3GTuL6LE7SMqOp6EjoGHzY3/+wR7mAaNAi1aWeh9YQvOPi8ak/3UA3O3y81PGzYC0L8W8zOcnsJazcwobSdrOtZO1q5zsHezD1+xicFDupLQNhaD1lAuNclujCQ+slNgUvcp8Pv9fPDBB3Tr1o3JkyeTkZFBu3btePvtt/nll1+4/PLLURSFMFMkbSNqvp9RZ8ZmqLzIV0WluIr2vvZqOk+1axNX7n+fODNj5syZtfmY4hiHw8Gnn35KUlISTqeTv/zlL7z33nsVjqusTqOUTqfhnPNaoalkR7CqNsqVycsrIje3ee/MCwESaIjTjF/1U9RMu02pqsrD9zzO6k/WojfombNoNr36nFPzibVQmjo0fORFGAynd9rUiXQ6HbPnPUdC+3gO7s9g6k334HKXkO/KrjKIUJTA22ebMQxQKp0efN4FPdHqtGQdPkz2kcOMHJNC5+5n4fGU8NrsZyg4mo9er620OFSr1ZRLKyoNNJSTUo3KpolXk+pjNGoJizz+0FPi9nFgTyGHM52oBHY1ALr2GIbRZKOoIJv0TevoMzCOxLOjsB7b2XB7i+s0uKwyv/z4KyXuEmJbxNChU7tqj/X6vZV2hVPQoNcYMets2I2RRJljiba2IsoSQ5gpArwGft6QiapCvwHxhIWVf0OsUXTE2RNoYW9TqyCtKqqqsnr1anr37s1f//pXduzYQWxsLC+99BLp6elcd911FYZd6rUGWoW1x2GJo7rUN4vBhkVfeRvVYk9RpbtoZS1uK9nR6JhwPG3qxJkZL7/8ctnMDFF7NpuNFStW8Ne//hWv18u1117Liy++WO6YmuosbHYjZ/Uon+qqVXR1rsGSXQ1xOpBAQ5xWnCWFzTJtSlVVnnl0Fkve/QiNRsMLrz3DgCHB2Xk4MW0q6TQa0ldb4RFhvPrOi9jsNn78/mce/vuMGoekQaAA3KgzYdZb0WvKv4m02iz07BMYRvfnpk1oNBr+OulmHLGx5OVk8/pLz+Hzeird1dDpNCgc7zBV4vahKEqlE8EVQK/RV5nbHR1nRlECwVBulou9Owsodh7fJdDpA3/FG00Wel/4FwBWLV1Bxv4D5a6jouL2VuycVRelbW37Dzq/xlSlQnceoEGvNWLR2wkzRuGwtCDa2pJISzR2UzhmvQWdVl82ePnoURc/rN9LWJiRPv3aVJi+btHbiY/sdCxAPIXP8d13XHzxxVx66aVs3LiRsLAwZs6cyY4dO5g6dSoGQ9UPmYqiEGmJoW1Ep2q7C1kNYRgrmeGh4sflqRhMlA3tO2lHw2azEOMIpGOdODNj9OjRMjPjFBgMBt55552yIvo777yThx56qOylg64WBd0tW4fRJiHi+DXrkDZVau++LLxeX80HChHCJNAQp5XmOqRv7gvzWDBnEQBPvvAoSaOCV0fx68+/k3nwEFablYFDLgjadZuTTl068K/XnkZRFJa/v4plb6+s9bklPjcRZgdhxshyb8n7HUuf2rZpEwBmq5Xrb5+K0WRm57Z0Fr+9oNKOTaVpTqUP0CVuX41Ty7WKFoOufCqVza7HYtXjdnnZt6uArMPFFXZfTGYt9nADjlgT3Xr2omuPnng9Xp594MUKOxjF9SzKLvV92fyMimlTWo0eiyGMKEssdkMkdmMkMbY4Is3R2IxhmPRmtBodVcUnWUeK+PH7fSS0j6DHuS3LpYopaIixtqJVeLtTKvTetGkTycnJXHjhhXz11VcYjUbuueceduzYwUMPPVSrYW6ljDoTbSI6EmGuvAuRoiiEGSMrTcFxego5eROtdJbGyYHGiWlTJ8/MEKdGo9Ewe/ZsnnjiCSCQknbrrbcG5ufUsktZYrcY7OGBAKOm+RmV8Xh87D+QU+fzhAglEmiI00YgbepoUy+jzt5Z8AEvPP0yAA/M/Dtjr0kO6vXTjqVNDU0aUu9Bf82d3+/n3AHdmXzvjQDMfvxVfvp2Y+3OVX24vE5MeguOY+1wFRT6DQ5MVt+RvhWvN7CLEBvXkqsn3YyiKKz/6jN+++XrCtfT6UqfphW8Hj8+n1pt69NSx1OpdCiKQlSMiezDxezbVVCWflXKZNYS18ZKQscwzJbA8RFRRkZfcw0ms4nfftzMig/KF7p6/SV4fDUPHKtMYWERv/3yBwADhwzAZgjHYYmjVVg72kV1o31UV1qFJRBuclDkKah2MvLJDuzP57dfMji7ZxztOzrKfc+os9A2shPhZkcVZ9ds9+7d3HDDDfTo0YOPP/4YjUbDxIkT2bZtG88//3yNA9yqolE0RFvjaB3eodIASFGUSmds+FVfhd2l0mJwV3H56dMd4gND+k6cmfHEE0/Qtu2pNY8QAYqi8OCDD/Laa6+h0WiYN28e48ePx1dSu11zrVbDuee1QqfXoq9DfcaJdu0+VK/zhAgVEmiI00ZxSSFqFV2CQtXHS1fx2D+eAuD2e27lxtv+L6jXV1WV1Z+c3kP6auL3+8lzZePxl3DNrWMZMfpifD4/D93+FAf2ZtTqGs6SwmNTmTXYjIE382ed3Z2o6EhK3G727NhedmzXHj1IunIMAGkr3uPAvj/LXat0hoaCBrf7WCF4LR+8A6lUBiLCbBza7yQny1Xu7bfFqqd1go227cOwhxkwmQMPsYoCEVEmIqIc3DA10Ilr7j/fIOtw+bellaXtVLcag9aE3RjBto278Xq9dOjQgYHnDCUuLJ5ISwwWgx3dCXnp2UWH8NeiALzUjm3Z7Pgzm7792xIbd2LbUIUoSyxtwjvUqcD2RIcPH+auu+4iMTGRhQsXoqoqKSkpbNq0ifnz5wftYd2st9I2ojN2Y8WOUxpFG5ixcdI/xSfXr5SlTp1Qo2E0GmgdFwvA3XffTV5eHueddx5Tp04NyrrFcbfccguLFy/GYDCwbNkyUkaPo6CgdoXaZouevr071nsYZ1ZWAQUFp5bWKERTkkBDnDaaW9rU52u+4r6pDwHwf5Ou4c77pgT9Hn/8upkD+w5isZgZPHRA0K8f6vx+P3nF2Xj9gYnKiqLwj3/eSbeeXTiaV8B9Nz9GUWHND9c+1VuuQ5VWoyPSGsPAiwJ1NKXpU6UGj0ji3PP74ff7WL1iAUfzj/fE15UGGopCicuHQuX1GZV/HpXCQjfOQi/4DWgULQpgDzcQ38FO6wQbFuvxt+c6vQaNRsEeZiir17h07Ei69uxMYUERsx8rP8zQ5XXir6T4HRSMWjNhxihirK1oE96RDo7uxEd2poW9LRvW/wTA0KFDq1x7saeIo+7apYH4/Sqbfssk60gR/QbEYw87HkzoNAbahHcgytKiXm1rjx49yowZM+jYsSOzZ8+mpKSEYcOGsWHDBpYuXUrXrl3rfM2aaDVaWtjbEGePr1CkrtXoCDeXn7HhVT3l6ogq6zqV0Cbw+desWcN7770nMzMaWEpKCqtXr8Zut/Pll19y3eiJZB3OrtW57eNb0TWxdb3vLUXhojmTQEOcFppbt6kf1v/IHROn4/P5SB4/ioeevPeUe/1XpnRI30WXDMZkrnsxYnMWCDKy8Kol5b5uNBl5+rWHccRGsevPPTz+t+dq1XGpsoFqQ4YPBmD7li3lHhQVRWHM/11P64QEXK4iVi1/nZKSQJcrrVaDqqo4Cwo4cugwJS5npZ2tTuZ2eTlyuAitVkGjKGg1GlrERtCpSwxxra2Vzu1QFAWDUVtuQB+qhvuevhOtVsPn/1nH+s9+OP4t/Hh8bkw6C+EmB7G2NrSJ6ERHx1m0jexErL014WYHJr2lXLrX559/DlQdaKiqypHCgzV+RgCv188vPx5AVdUKRd9hpijiIzsfaz9cNy6XixdeeIEOHTrw+OOPU1hYSJ8+fVi7di2ffvopffv2rfM168pmDCc+sjPmk7pOVTZjo+iEVreV1Wh0iG9dbmbGtGnT6N27d0MtXQAXX3wxX375JTExMWz+fQtXj5rAvj37azzPYrBzVvc2xETXr1HBnj1HTrkrnBBNRQINcVoo9hTiV5tHd47fN27i1uum4Xa5GTbyIp7692O1mqJcV4G0qUCgcaalTR0PMiqvOYiJi+bpVx/GYNDzzaffM/9fb9d4TY+/hJKTWuIOGHIBiqJwYO8efMW+csW9eoOB/5s8BbPFTk7WQT5bvQhXcSE/fLOWJx78GzPunsabL87k7ddm8MGiJ/n15y9wuyrurvj9Knm5xWRnO9HqFKw2IzGxVjonRtOqVRhhVhsmnaXK1AxHrAnDCVPDvV4/Xbp35KqJgfSuWY/MgRINYcZIoiyxhJsctInoSIytFWGmSEw6c7VBcE5ODr/88gsQeBCrTF5xVoWZJZVxu7z8+P0+ohwWzj7neNG3VtHRMiyBWFvrWtWznMjr9fLmm2/SpUsX7r77brKzs0lMTGTp0qVs2LCB4cMbd4ClTqOndXh7oq2tUE74J/jkGRsen7usZubk1CmdTkd8q5Y88cQT7Ny5U2ZmNKLzzjuP9evX0za+DXt27eWqy65n66Y/qzxepzFg0BrRaDT0O78zJlPtCslP5HJ7yMjMO4VVC9F0JNAQp4VCd/MoAt/+504mXjWZosIi+g3oy+x5z6HXN8xciy1/pLN39z5MZhODhw1skHuEIl8NQUaps3p15d6n7gBg4Ssf8OnKr2q89sm7Go7oKM7q2Q2A9E2/Y9ZbsOrtZQW+4ZFRXDb2RjRaLTu3/cqieY+w+pMPGDxwAIsXL2bt2rUsXryY4UMH8/26j3l7wQz27t5cdv3iYg9HDhXidHrQajV06hJNl64xxLSwlaVgARi0Bix6W6UP4e06Bt6iahQFnUaPHjNhpiim/+NvtElozaGDh5n3r7cx6S3oNHpc3iI8vpIK16nKl19+iaqqdO/enbi4uArf9/jc5DhrLmgtKnTz04b9dOjsoH3HqLKvWw1hxEd2xmqo29tgVVX56KOP6NmzJzfddBP79u2jdevWzJ8/nz/++IOUlJQG2UWsrQizg7YRncq1ubUYbOV2O5zHdjVstsAgwMKCfAoLjtK6ZTTp6VvLzcyw20+sYRENqXPnzqz69GO6dOvEkcNZXHPFjfzvu58qPdZqOP77YjYb6H9+53r93O3aJelTonmSQEM0e6qqNotuU/v3HuCGsbeQm5NHj3PP4tV3XmzQLlCluxmDhw7Aaqt7qklz5PP7yCs+UmOQUerSlOH89eYUAJ76+wuk/7G92uNLfC68J3VmGnSs9mXz7xuBQD6+xRDYZdAoCgkdOtKt54UoisLw4cPYt28fH374IePGjWP48OGMGzeODz/8kH379jFs6MWsWv4au3dsIifHSW5OMRqtQmSkmS7domnVOgxNJUMAj9/Xjl4TmJKt1+hxRIbTpVNbbIYwbIZwLHorBsWMSWfGbrfz+LOBGqFF897j943H60yOunJr9esHNadNHS48iEr1qWE52U5+25hJj3NbEtsi8KCtoCHG1pqWYQl1HnT2xRdf0L9/f8aMGcOWLVuIiori+eefZ9u2bUycODFk6hgMOiNtwjsSaY6ldMifzRCG8dgMjqycI7z56ts8el+gYUTGgf3cN20i026ewF/+8he8Xq/MzGgibdvE896Kt+h9fi8KjhZw4/jb+CztywrHWQzl0+RiYsI4+6y6NxrIPJSHs7jyIaNChDIJNESz1xzSprIOZ3PD2Fs5lHGYTokdmf/BnLK3lA1BVVVWr1gDwMgzZEhfIMjIwleHrkYAk++7kf5D+uB2ufnHLY+Rc6T6h2ynp/yuxqCLLwRg66bfyvKoFY7tMhjC0KCyfcuPjBw5khUrVlT61h8gLi6Ojz/+mJFJSaz971u4XU4cDgsxsTasdgMt4iqf46BVdBh1ZqyGcCLN0bSJ6EicPR6z3kbXLq1wRISV2+nweI/neg8aOoC/pFyG3+/nwb89Vtamt8CdW6u6Eag+0Chw51Hsqb47T2ZGATu3Z3Ne39ZlRd8mnYX4yE6Em6KqPfdkP//8M0lJSQwdOpQNGzZgsVh46KGH2LlzJ/fccw9mc8UheU1NURQc1ha0Ce+ATmMIzNgwRfLjul8ZO3ACzz72AgMuGFhuB6xvnz7s3bsXrVbL2LFjm/ojnJH0WgPhEWG8ueRVLh4xGLfLze0T/kbq+x+fcJRSoR4HILFLK1q1rNiFrDqqqrJ795FTXLUQjU8CDdHshXra1NH8o9w4/jb27NpLm/hWvLnkVaIcdftHpq62bd3Orh17MBgNXHTJ4Aa9Vyjw+X3k1iPIANBqtTz64n3Ed2jD4YwsHpj8BCXuqlOHXF4nPv/x+5zbpyc2u43CgqPs27Or3LEaFNJ//wmf18Mbb7xR45t0nU7H/Pnz8fk8HM78o6zAOybGik6nQ6vRY9RZsBnDiTDH4LC2JMragjBTFBaDDYPWhEbRYNZbaeVoTevWDvQGLSbz8fQ8r7d8UemDM/9OeEQYW/7YyluvvRM4xu+pMUAAyMjIYMuWLSiKwpAhQ8p9z+f3kVVYffvg3TtzyDpSRK8+rY8VfStEWVrQOrxDneYObNu2jauvvprevXuzZs0a9Ho9U6dOZceOHcycOZPw8PCaL9LETPpAcBVmiuKbL77jnpseYvDgIVXugO3fv5+kpCRuvPFG0tLSmnr5Z5zSeiyzxcwrb73AlVddgc/n4x93PMy8l98MfE9vrTSdUVEU+vbphNVatx3t3XsO1/oFgBChQgIN0aypqkphCKdNOYuc3PzXqWzdlE50jIO3lrxOXMsWDX7f0rSpQRdfWDbs63RVGmTUZT7DyexhNp6ZNwOb3crvP23m+YdfrvYfdKfn+OA0vV7PBYMD07BL06dKqarKhm8/Z8yYMVXuZJysZcuWjLnySrb8vh6tRk+YNYwObROItrUkyhJLmCkSs96GXmuotjC6e2ICCVGdsBjCsNmPF6B6PeUDDUeMg/sevQeAF5+dU9ZFpzbpU1988QUAvXr1Iiqq/O5DtjOzysBPVVW2bg7knJ/dMw6tVoNeazzWtja21jnsBw8e5LbbbqNbt258+OGHKIrCddddx9atW3nppZdq/WseKjSKFoPXyl0338eIpBF8vPzjGnfAkpKSGD9+PHl5eY272DOc7oTp4Hq9nmdemsnE2ycA8OxjL/DPR2dh1lW9a20w6LigX5cqUyErU1Tk5vCR0P33TojKSKAhmrViT9EpPWA2pJISD1NvvJuf/7eRsHA7by55jYQO8Y1y7zOl25TP7yW3+EhQfgbiO7Th8ZfuR6PRsGrJWpa89XGVx7o8ReXS9UrTp7b8sbHccUWFBRzKOFDn9JaxY8eSnZUBHj8dElph0BnrNPBLr9fSvl0sWo2OVmEJtI5pRWkNgNdbMc1w7DXJ9BvQl2Kni0fvfbIsgD9x56YypWlTw4YNK/d1l8fJUVflMzN8Pj+bfsvEEW2hXYdAcBJuChRG17ZtbW5uLv/4xz/o2LEjr732Gj6fj1GjRrFx40befvttOnToUKvrhKKFCxfidDpZMH9BrXbA5s2bh9PpZNGiRY20QgGBye/aEya+K4rCPx69h3tn/A2ABa8s5K7J95SlI1YmMtJGr3Pa1+m+u3bJpHDRvEigIZq1UB3S5/P5mD75ftZ98S1mi4n578+h61ldGuXe2//cybatO9DrdQxNGlLzCc1UIMjICmp9Tr8hvbn9/okAvPTEPDas+7nS41RUik+Yol0aaOza/ifFzuO7HW5XoKVrZGTdUuVKjzcaFcLD617I37FDHHr98Za28S1aE2GORlG0FXY0IPCQ9PjzD6E36Pn68/Ws/Oi/gEqBO6/a+1RWn6GqKocLD1R6fEmJl02/HSKhfRQxsTa0ip5WYe2IsbWqVdvaoqIinn76adq3b88zzzyDy+ViwIABrFu3jk8++YSePXvWeI1Qpqoqc+fOJSUlpW47YGPGMGfOHEmraWQntrMudfPUG3l69uNotVrefvsdrrzySoqLq57s3aFDCxLiY2p9zwMHc3C7a9fsQohQIIGGaLZUVQ3J+gxVVXn4nsf574o16PU65iycTa++5zTa/dM++RSAC4dcQFh4/QZEhTqv30uuM7hBRqmrJl7JpSnD8fv9PDLtafbtqvyhubikEFUNPLS3iW9Nh07t8Pv9pG/+o+wYoynQPSg3t/ZdnE48vl27lnVev0aj0Klj+YfUsHALeq2BKEssGrXydsodOrVnyt23APDkQ8+Sl5tfbfrUrl272LVrFzqdjoEDj7dPrmpmhrOohG1bs+h6Vgz2MCM2QzjxkZ2wGGpuy+rxeJg7dy6dOnXigQceID8/nx49erBy5UrWrVtX7v7NWXZ2Nunp6aSkpNTpvJSUFNLT08nJqd3kdREcem3lMzHGXpPMG+/Ow2QysXLlSkaMGFFtatt5vdoTFla7Fwp+v8refVn1Wa4QTUICDdFshWLalKqqPPPYv1jy7kdoNBr+9dozDLzogkZdw+meNuX1eclzZuGnYTqNKYrC35+cxlm9ulKQX8g/bnmMwqNFFY7z4y+/q1Ha5vaE9CmrzU5cq9YsXbq0TmtYunQpLeLaEh0dXef1x8fHYDaXfwCy20xoNAoaRYNN7zjWTrWiW6bdRKfEjmQfyeHZx/5Fic+Fy1NxiCAcr8/o168fNlugDsjjKyHHWbHff15uMfv35dPt7BYYjQZibW2IC4uvsW2t3+/n/fffp1u3bkyZMoXMzEzat2/PO++8wy+//MLll1/epLMwTpXP52Pnzp385z//4YUXXuDOO+8E6r8DVlBQEPQ1iqpVFWgAjElOYc2aNYSHh/PNN98wePBgMjIqb46g02m5oH8XdNraPZLt2i0zNUTzIYGGaLZCMW3qtdkLWPDKQgCe+NeMRn/Y371jD1s3paPT6Rh+aeVTmpszj89DXnHDBRmljEYDT736MDFxDnZv38djf3sWn6/iPYs9hWXpKmV1Gr9vLPuaoigMvOgSli1bRmZmZq3unZGRwUcffcTIkWPq9RDdpXPFXRCNRkP4sTemXq8Ph7UFLcPaoVHKP+gbDHpmPv8wAEve/Ygf1v/IUXfluxqVpU0dKTyISvnUrCOHCykocNOlawwWg434iM6Emap/kFZVlf/+97+cd955XHPNNezYsYPY2Fhefvlltm7dyrXXXotWq632GqEkPz+fDRs28Pbbb/Pggw8yduxYzj77bKxWKx07duTyyy/n7rvv5r333gPqvwMmQ/saV9WBhoLFYGXQoEF8/fXXxMXF8fvvv3PhhReybdu2Ss8Is5vp07tjre6bn+8kO0eCStE8SKAhmiVVVSlyh9ZftO+++SGznnwRgPsfn864a69s9DWkrQykTfUfeD4RkaHf0rMuAkFGdoMHGaWiY6N4+rVHMBgNfPv5Bl5/fmGFY3yqD7c3kH99/oV9MBgN5GRncSjjYNkx/QZchN5gYOLEidUWhgJ4vV4mTZqE3mDkoosvq/OaW8ZFlgUUJyut9fD5/Pj9fqwGO20jOmLUlT++T//zuHrCOAAemf44WfmH8KvlgwdVVSsEGoXufJye8n8mMw4cRVEU2sZH4rDE0Tq8fbVvgQG+/fZbLrroIi677DJ+/fVXwsLCeOKJJ9ixYwe33347BkP15zcVn8/Hjh07ynYnbr31Vi666CJatmxJREQE/fr14/rrr+epp54iNTWVTZs24Xa7MRqNnH322YwdO5YHHniAVq1a1XkHLDU1lcTExAqdv0TDqqxGA8Cst6BRAoFwz549+fbbb+nYsSO7d+9m4MCB/Pxz5bVfbdtGV0h7rIrM1BDNRWiMRxWijlxeJ75aTn9uDJ8s+w+PHZveO+XuW7hp8vVNso6ytKkrhjfJ/RtK6U7GyW/LG1q3nl24/5m7eOyuZ3nn1SV07NqeEaPL7xQ5PYWY9BbMFjN9L+jN+i+/Y8sfG4lr1RoAi9XKjbfdxauzn2H06NHMnz+fli0r7jpkZGQwadIk0tLSuO/+57Ba6/52ukuXqms6TswB93h8GI0a9FoDbcI7kFWUSb7reN733x++k8/++wU7t+9m7r9f58mZT5fbhdi6dSsZGRmYTCb69++Pz+/jyAkzM1RVZf++fCIjzURFhNPC3gajrvpheX/88QcPPvggK1asAMBoNDJt2jT+8Y9/4HA46vxr0VDy8vJIT08v+2/r1q2kp6ezfft23O6qJze3bNmSxMREunbtSmJiYtn/Hx8fX253JjY2lunTp5OZmVmrgvCMjAyWLVvGrFmzmnUaWXNUVdBs0Zf/s9u+fXvWr1/PyJEj2bhxIxdddBEff/wxF19ccde5Z48EcnILycmpfo7N3n1Z9OyRUK7pgxChSFGlTYVoho4UHiTfld3UywDgizVfM2XCXXi9Xq676Woe+ef9TfIP/r49+xna5zI0Gg3fbvocR/Tp8XbT4yshrzi70YOME8199k3embsYg9HAnA+fpds5ieW+H2FyYNCZWDBnIf+cMYvuPc7l9nseLHfM2v9+TdqKBXg8JVx55ZWMHTuWyMhIcnNzWbp0KR999BE6nYEpU2fQv/+gOq8xMsLK8GFVd106dDifr9dtBuDSpF7YbKZy3y9053O48EBZgf1/P17DHZOmo9frWP31Sob2T0JVVbKzs5kzZw4zZsxg6NChfPbZZ+X+PPp8fg4eOEqLOBsxYXE4rC2q7Si1e/duZsyYwdtvv42qqmg0Gm666SYeeeQR2rZtW+dfh2Dw+Xzs3r27LIg4MaA4dKjq9qJGo5EuXbpUCCgSExMJC6tdY4a8vDwSEhIYNGgQy5cvr7bFrdfrJTk5mXXr1rFnzx4iIiLq+lHFKdqZvblCU4q2EZ0x6kwVjs3Pzyc5OZkvv/wSg8HA+++/z5gxYyoc53S6WfvZb5SUVL8D2qd3R9q3q7zeSohQIYGGaHZUVWV3TnpI7Gj8sP5HJl49GbfLzRVjL+e5V55Eo2majMT5r7zFM4/+iwsGnc+iZfObZA3BFgpBBgQePO+/5XHWf76B6BYOFqx4kejY44GcXmsk0hzNn1u2cfngFPQGA8+9/Cb6E9J8du/KJTJCw/fffMU3X60lJ+t4zUZ0TCvOOXcYgwaPpHu3uvXVL9X//M60bVt18bjL5eGTVT8CMHxoDyIjKw5y9PjcZBzdS4nPhaqq3HrdNL5Y8zXn9u7Btddcz/zX55Oenl52fGxsLH+/bzpDR19IWHgYHo+PrMNFtGodRcuwtlgMVQ+LPHz4ME8++SRz587F4wn8WR47diwzZ86ka9eu9fo1qKsTdydKA4mtW7eyfft2Skqqng7fsmXLskDixIDi5N2J+kpLS2PUqFEkJSUxb968KnfAbr75ZtLS0li1ahUjRow45fuKutuXux2373j7Wq2ip72j6p9fl8vFNddcw0cfBRqGzJ07l1tuuaXCcZmZuaxbv7Xae0dH27l4yNn1X7wQjUACDdHsFHuKOJC/s6mXwR+/bua65IkUFRYxNGkIL7/5L/T6yluHNoaxI6/l159+59FnH+TaG69qsnUES4mvhPziLFRC46+oooIibhnzN3Zv30f3cxN5+YNnMRqPBxKR5hh0Gj2DzrmEQxmHmTr9IbqdfbytccbBo8S2sJGbU8yhjALcriK0qh6T0YLJbEOr1XBW97YYDHXPaLVajYwccW6NQe4nK3/E5fYwZHB3YmMqr+Hxq36yCjM46s7h4P4MRvT/Cx6PF41GQ0pKCikpKeV2YpYtW4bZbOL5Of/knD69SWjVihhbqyo7Sh09epRZs2Yxa9YsiooC3byGDx/OU089Rd++fev82Wvi9XrZvXt3hYCipt0Jk8lE586dK6Q6denSpda7E6ciLS2N8ePH43Q6GTNmTLlf99TUVJYtW4bFYmHJkiUSZDShzKN7yzUmsRsjaWFvU+05Pp+PyZMnM2/ePACeeOIJHnjggQo74Zs272Pzlv3VXitpxLmE2atPSxSiKUmNhmh2QmF2xo5tu7jpqskUFRZx/oV9mD3vuSYNMg7uz+DXn35HURRGXDas5hNCXKgFGQBWu5Vn5j3KpOQ72bwxnWcfeJGHnr+n7OHA6Skk3BTFoIsHsPS9j9j8+8ZygYbJpEer1eB2eVEUBZPZhsVgLysajWsRUa8gA6Bzp5a12kkLj7DiOpSHx1N1Qb1G0RBrb41Jb2Hdn9/h9fpISkrijTfeqFAzMG7cODIzM5k4aSK333gXi5d9QL+u/Su9rsvlYu7cuTz55JNkZwfSrPr06cPTTz/N8OGnXlOUm5tbZe1EdbsTrVq1qrJ2oql2JwGSkpLYs2cPixYtYs6cOSxevLjse4mJicyaNYsJEyYQHn56NX1obnQn1WlYazEXRqvV8tprrxEbG8uTTz7JQw89xOHDh3nhhRfK/cx179aGrKwCDh+pusPirl2HOadnQv0/gBANTHY0RLOzO2crXn/TpU0d2HeQq0dNIPPgIXqcexYLl83Dbq86RaQxvPnq2zz18HP06X8e73/yVpOu5VSVeN3ku7JDKsg40f+++YV7bngIn8/PtAdv5upJx3OsoywtWPvJ59wxaTotW7floSf/VfY9j8eHXq9lx7Zs3K5A7rXZYEeraDEadXTv1qZeD7YGg47LRp5Xq6LQX3/bw5/bDtK3TyfaJVQ/jbi0VmDgoIF8vPzjetcKeL1e3n77bWbMmMG+ffuAwIPyk08+yZgxdWvhW7o7UVntxOHDVc8WMJlMldZONNbuxKlSVZWcnBwKCgqw2+1ERUVJ4XeIyHflcKSwdKinQvuobmg1tU+fmz17NnfddRcAf/3rX3nrrbfKdVZzuTys/ew3XK7Kg2WjUc+oy85r0qBYiOrIjoZoVlweZ5MGGVmHs7lh7K1kHjxExy4dmP/BnCYPMuD4NPDmPqQv1IMMgL4DezHtwVv49+Ov8srTC2jXOZ7+Q/oAgWnhFw7pj0ajIePAPnKzs4h0BOombGFGXE4PbveJBZ6Bz9m6taPeDwodO7SodeeZ0ha3Hk/Ngy4XLlyI0+lkwfwF1QYZADqdjnnz5hEfH8+iRYu44447UFWV5cuX8+CDD7JlyxYA2rRpw6OPPsqECROqveaJuxMnBhXbtm0rq+eoTOvWrcvtSpxYO9GcH8QURcHhcIRU9y0RoFP05GTn4ixyEhUejcZRt5+zO++8k+joaG644Qbef/99cnJySE1NxWq1AoGd0Av6debLrzdT2Xtht9vDwYxc2rSWnw0RmiTQEM1KUw7pO5p/lBvH38bunXto3bYVby55lShH3Sb4NoTMjEP8tOEXAEaMar5pUyVeF/munJAOMkqNveEKtm/dxcrFacyY9k9e/+jfJHRsg8vrJCqsBT3PO5uNP/7Glj9+5cIhgd8Tq9VAwdESTv54druJyAhrvdah0Sh07FC7vvsAEWWBRvWzSFRVZe7cuaSkpNSqxSoECqTHjBnDnDlzOPvss7n//vvZsGEDAFFRUTzwwANMmTIFszmQT+71etm1a1elAUVtdidOLsbu0qWLDKwTjSYvL4+FCxcyZ+4c/kz/s+zriYmJTJ48mQkTJtS6C9i1116Lw+EgJSWFtLQ0hg0bxqpVq8oCy+joMHqcHc9vv++p9Pxduw9LoCFClgQaollpqvqMYmcxt1wzja2b0omOcfDWktdo2ar2D3gNae2qwOC0Xn3PCZk11ZXb6+JoMwkyIPCG+Z7Hp7B35z5++3Ez9938KPOW/xt7mI1iTxGDhw5g44+/sfmEQMNo1KHRnJzuotK2TdWdomqSEB+D2Vz7AXZ2uxlFUWoMNLKzs0lPT2fmzJl1Wk9KSgqLFy9m2LDAZ7ZYLEyePJmkpCQOHDjA448/Xq52oja7EyfXTrRt27ZZ706I5u/EQv2UlBSemPlEuUL96dOn88gjj7B48WKSkpJqdc2RI0fy2Wefcfnll/PDDz8waNAg0tLSylo8J3ZpRXZ2AQcO5lQ4NzMzD6fTjcViDOrnFCIYJNAQzYbLW4zXX3VRZ0MpKfEw9ca7+WnDL4SF23lj8au06xg6xXdlQ/qaadqU2+Mi351DhVf9Ic5gNPDknIeYlHwn+3Yd4NE7nuHZBY9STBEDLrqAF5+dy9ZNv+Hz+dBqtRiMWk4OMxwOW50ChZN16dKqTsdrtRrsdnONqVOFhYFhYZGRdduxKz1eURTi4uIoKSkp6zBVGbPZXGXthOxOiFB0Yuvh+fPnV9kgYdKkSYwaNYqVK1fWOtjo378/69atY8SIEWzZsoUBAwawZs2asnbPfft0JP9zJ4WFrgrn7t5zhO7dqu92JURTkEBDNBuF7sZPm/L5fEyffD9ff74es8XEvPdeodvZiTWf2EiyDmfzv+9+AiBpVPObBu7yuDjaDIOMUlExkTz92iNMHjed77/6kbnPvMnUBybR+ez2hEeEkZ93lD27ttOhUyIGgxbVf3weiEar0KJF/TsGtWoZWa+2lhHhFjze6nc0bLZA3VFubm6drl16vKqqZGQcnxTepk2bSmsnZHdCNCd5eXmMHz+epKSkaocpxsXFsXz5cpKTkxk/fnydhil2796db7/9lhEjRpCens7AgQP5z3/+w/nnn49er+OCfl34/Ms/8PnKzxbatfsw3bq2liYBIuTI3/Ci2WjsQENVVWb8/Qn+u2INer2OV958gfPOP7dR11CTNf/5DFVV6dnrbFq3rdvb7abm8hQ36yCjVOLZnXjwubsBeH9eKv9N/RS3v5gLhwTavG7+fSMQ6A7l9R//rLEtbGh19X8oSKzjbkap8HBLtalTXq+X7Oxs2rRpw9KlS+t07SVLlhAREcHDDz/Me++9x08//URBQQH79u3j008/5ZVXXmHatGmMGDGChIQECTJEs1LaIGH+/Pm1bpDgdDpZtGhRne4THx/PN998Q9++fcnOzmbo0KGsWbMGgIgIK+ee067COU6nm0OHm66GUYiqyI6GaBbcTZA29dzMf/Ph26loNBpmvfpPBg0d0Kj3r420Y2lTSX9pXrsZgSAjl+YeZJQaNmowO9J3s/Dl93nmgdm07dCa/oP78N+P17D5t41cNPxSDmVCYUE+qqpiMuuJjKr/kK2oKBvR0fVryxoeZuHAwRxycnIqbRO7Y8eOstqJ1NRUMjMza1UQnpGRwfLly5k1axZ33HFHvdYmRFPx+/2UlJSU/ed2uyv87xdeeKHeDRKmTZtWp92G6OhoPv/8c8aMGcPatWsZNWoUixYt4uqrr6ZD+xZkZxewe8+Rcufs2n2YuBYRdfnYQjQ4CTREs9DYuxmvzV7AvJfeBOCJWY9w6RWhN3k3OyuHH9b/CEDSqOZTn1HscVLgzuN0CTJKTfrbdexM3826td/xwK0zeXz2AwAc2Leb+6ZNLDsuKjqOAUOG07LVcGzGiHrdq0vn2u1meDwedu3aVS6g2LRpE39s2kxhQdWNFYxGI16vF1VVuemmm1ixYkWNczRuvvlmLBYL119/fZ0/jzh9qaqK1+ut8gE+VL7u81WfTljqueeeq9PnL22QkJOTU+f2xDabjU8++YQJEybw4Ycfcs0115CVlcXUqVPpdW57cvOKyM93lh1/8GAObrcHo7HphscKcTIJNESz0Jjdpt57azHPPzEbgPsevZtx142p4Yym8dl/v8Dn89G9R1cS2rdt6uXUSiDIqFvef3Oh0Wh4+F/TuW3sPexM382dE+5Hq9Vy5ZVXMm7cuLKuNEuXLmXZsg/49L/LmDztQfr3vbhO97HZTLRpHVXua6Vdok5uE7t9+3a83vKF3zqdrtzX7HY755xzDn/5y1/o1asXmzdv5t5778Xn89GxY0fWrFnDFVdcwYIFC2jZsmWF9WRkZHDzzTeTlpbGqlWrap2LLk5d6Vv4YD10N9SDfXOk0+kwGAwYDAaMRmNgNk5GRr0bJBQUFNRrDorRaOTdd98lOjq6LPXwyJEjPProo1zQrwuffv473mM1V36/yp69WXTpXPHPqRBNRQINEfLcXhcev7tR7vXJsv/w6L1PAjD5rklMuv2GRrlvfTS3blPFnqJjOxmnL6vNwtWTxvD0vS9wyfBLeOONN6rsSjNx4kRmPz8D0/1mzj23f43X9nq9HD50AJPRzfPPf1ouoMjKyqryPIvFQlxcHAcOHMDn8zFmzBjGjh1brh1namoqv/32G6NGjeK9994D4IILLqCgoACfz1fWZrOyc5ctW4bFYmHVqlWMGBF6O3/1UfoWvqnfstf09dq+hQ81RqOx7AG+9GH+xP+a+ut6vb5C/VBWVhYxMTH1bpBwKl3UtFotL730ErGxscyYMYPHH3+cw4cP8/LLL9Ond0e+/+H4HI9duw9LoCFCiqJWNmpSiBCSXXSI3OKqB3gFyxdrvmbKhLvwer1ce+NVzHjmgZDt4JGXm88F3S/G6/Wy5vsVtO/YrqmXVK3ikiIKSvKaehkNruBoIWMH3sDgQUP4+OOPa0w3Gj16NF9++TWvzE3Fag08iBQU5HPgwB4OHtjLwYN7OHhgDwcP7uXQoQPVPli2bdu20rkTf/zxB1dccUWV7TgBMjMzuemmm1i9ejWqqtK2bVv27dsHQFhYGNOmTSM8PJwFCxaQnp5edl5iYiJTpkxhwoQJhIfXroOWz+cLiYf0mr7XHOl0uiZ7SK/tOVqtNmT/Xq2Oqqp069aNc889lw8++KDW51111VX8+uuvbNmyJSife+7cudx+++2oqsrYsWN555132LI1g23bj3d5G3rx2TiipD20CA0SaIiQtzd3GyW+in3Dg+l/3/3EjeNvw+1y85eUy3h+zlMh3REn9f2P+ccdD5PYvTMrv0pt6uVUy1lSROEZEGQALH5zOa88tYB9+/bVuoC6bdt4OnRIRKPRcPDgXgoKqq5HMpvNFSZil86dsFgseDyecg/LR44cYcCAAQwaNKhWgc8VV1xBWloafr8fnU5H3759Of/889FqtbjdbtxuNwUFBTidTkr/6ahrCk5zfAuvKEqTv2Wv6euVvYUXwTV79mymT59epz/f8fHxQW+QsGTJEq699lo8Hg9Dhw5l2bJl/PTLPrKzCwBo3y6WPr07Bu1+QpwKCTRESCvxutibt61B77Hp181cd+UkCgsKuXjEYF556wX0+tAuprv5mql8ufZr7rhvCtOm39bUy6mSs6SQwpIzo+Wiqqpce8mt9O9zAR988GGtzxs3bhzLly8vVzdhMBgxGk0YDEZ0Oj06nQ6NVoPVYixXWHviQ31VU7a1Wi379++vQ+DTtlGDAb1e3+QP6TV9vbm+hRfBlZeXR0JCAoMGDap2jgYEAvfk5GTWrVtXpzkatfXpp59y5ZVXUlhYSO/evUlNXc6vv2fidnvQaTWMurwPer02qPcUoj6kRkOEtMKShi0C37l9FzddPZnCgkL6XtCbF+c/H/JBRsHRAtZ/+S0Q2vUZRSWFFJ0hQQZAfu5R9uzYx3NPVz4Fuyrjxo2rMK+ipMRNScmp1yXp9XquvPLKOrfj/PTTTxkzZgwmk6nB023kAV40FxERESxevJhRo0aRnJzMvHnzmqxBwvDhw/niiy+49NJL+emnnxgxYhjvvLOE3Xs9eH1+9u3Pon27WLKzsyksLMRms+FwOOTPm2h0EmiIkNaQbW0P7s/ghrG3kpOVy1k9u/Hauy9hMpsa7H7B8nnaV3g8Xjp26UDnxNDcHi8qKaCogYPEUFPsDKT31bcrzRWjryEiwlG2gxH4v3p0+sD/7X9+IhER9lo/1Ofm5hITE8PYsWPrtJ6xY8eyZMkSnnnmmXp1yRHidJaUlMTKlSsZP3488fHxjBkzhpSUlCZpkNCnTx/Wr1/PJZdcwp9//kly8qW8Mmchefl+Zs36F599+nGFmqrJkyczYcIE6Q4nGo0EGiJklXjdDVabkX0kmxvG3kLGgUw6dG7Pgg/nYrfbGuRewRbq3abOxCADwGwJBKn17UozOvn/sNsrL6hu3SqKCy9IrNN1CwsLgfoHPvVtxynE6S4pKYk9e/awaNEi5syZw+LFi8u+l5iYyKxZs+rUIOFUdOnShW+//ZakpCQ2bdrEddcm4/ereDwlpKSkMHPmzHJB0PTp03nkkUdYvHgxSUlJDb4+ISTQECGroXL7j+Yf5cbxk9m1Yw+t2rTkrSWv4YiOqvnEEFBYWMTXn68HQjPQKHQfxekpaOplNImIyAjad0wgNTWVcePG1fq8pUuX0rpNAjZb1ZO+u3Sp3YC+E9lsgcC5KdpxCnG6i4iI4I477mDatGnk5ORQUFCA3W4nKiqq0dOTWrduzddff83AgQPZunUrI0eOrLa19qRJkxg1ahQrV66UYEM0OGlRIUJWQ6RNFTuLufXaaWz5YyuOmCgWLn2dlq1rl78eCr5c+zUl7hLadUggsXvnpl5OOWdqkKFVtNgM4cTY4rjmxqtITU0lMzOzVudmZGTw0UcfccklV1b5cOJw2Il21P2h3+FwkJiYSGpq3bqSpaamkpiYSFRU8wi+hWhKiqLgcDho165dk9ZAaDQaDhw4wMiRI1mxYkWVdVlxcXEsX76cpKQkxo8fT15eXuMuVJxxJNAQIcnjC37aVEmJh2k33cOPP/yCPczOm4tfo13HhKDeo6GtXlGaNjU8pIr6Ct35Z1yQodPoCTNGEmVpgcVgQ1E0jLn6CsxmExMnTawwkftkXq+XSZMmYTCYGHLRpVUel1iP3QwIPABNnjy5zoHPsmXLmDJlSkj9fAkhqrdw4UKcTidvvPFGtd2wIDBvZd68eTidThYtWtRIKxRnKgk0REgqdAc3x9/n83Hv7Q/y1WffYDKbmPfey3Q7u245703NWeTkq8++AUIrbarAlY/TU9jUy2g0Bq2RCJODKEssJr2l3AN5WHgYs+c/x5q0NYxOHk1GRkal18jIyGD06NGkpaXxt7tnlg3rO5ndZqJVy7rVWJxowoQJWCwWJk2aVKvA5+abb8ZisXD99dfX+55CiMalqipz584lJSWlzh3m5syZg0w5EA1JAg0RkoJZn6GqKjPufZJVy1ej1+uY89YL9O7XK2jXbyxfffYNrmIXbRJa071nt6ZeDhAIMoq9Z0aQYdSZiTTHEGGOxqCrujvZoKEDeP3dl1j39dfEx8dz1VVXsXjxYtauXcvixYu56qqriI+P54svv2TK3x7inHP7VXmtLp1bndLOQmk7zrS0NJKTk6sNfJKTk0lLS2PJkiXSkUaIZiQ7O5v09HRSUlLqdF5KSgrp6enk5OQ00MqEkGJwEYI8vhLc3uKgXe/5mbP5cNFSFEXh+TlPM2jogKBduzGlffIpENjNaOq0FlWFAnceLm9Rk66joSkomPQWLHobWk3t/7ocNHQAX/6ymo8+/IT33lxcritNh07t+cdj99CiVU+0GnOV1zAa9cTHR5/S+iG02nEKIYJPOsyJUCaBhgg5wSwCf+3FN3j9pTcAmDnrYS5Lbp4dNlzFLr5Y8xXQ9GlTZ0KQoUGD2WDFrLeiUeo3XTcsPIwJt1zL9TdfQ15uPkWFRVhtViIiw1EUhZ827Ccnq+qAulPHOHS64Ez2DaV2nEKI4JIOcyKUKaok54kQsy9vB26v85Sv8/7CJTwyfSYA9874GzdPvfGUr9lU1v7nc6ZMuIuWreP46pe0JtvRCAQZubiC8PsTirSKFrPehllvQVEaNrN066bD7N2dR4ytYrG3TqvhskvPw2gM/pR6VVWbvB2nECJ4VFWlW7dunHvuuXzwwQe1Pu+qq67i119/ZcuWLfJ3gGgwUqMhQkogberUH2JXfbSaGX9/AoDb7pzYrIMMKD+krymDjKOnaZBRWQephma1GYDK3/MkJMQ0SJABodOOUwgRHNJhToQyCTRESAnGROmvPl3H9CkPoKoq19w4nrsfvCMIK2s6bncJn63+Emi6tClVhaOunKAEgaEk0EEqutIOUg0tEGhUrkvn+rW0FUKcmaTDnAhVEmiIkHKq9Rn/++4npt50D16vl1FjLmXGPx9o9m9r1n/1HUWFRbSIi+XcPj0b/f5lQYYveAX6Ta18Byljk6zBag0EGn7VX+7rrVtHYbNV3dVKCCFOJh3mRKiSYnARMrw+zyml5Wz6bQu3XDsNV7GLIcMH8ezLT6DRNP9YunRI34hRwxv985xOQUZ9O0g1FKNJh1ZX8fezvgP6hBBnNukwJ0JR0/9rK8QxpzI7Y+f2Xdx01W0UFhTSp/95vLTgefT6hslxb0wlJR4+W/0FEJgG3pj8qspRVy4lzTzICEYHqYagqip+XzGHDx3EYrFht4cTExOGI0o6wAgh6kc6zIlQI12nRMjYn7ezXi1TD+7P4OpRE8g4kMlZPbvx9kfzsYedHg9rX3/2DROvnkJ0jINvfv8UrbZxHpQDQUYOJT5Xo9yvITRmB6m6OJp/lGUfrOD9t5awc/uusq+3bpPALTffyh13TJZ0BiHEKZMOcyIUhM6/vuKM5vV76hVkZB/J5oaxt5BxIJMOndqx4MO5p02QAce7TY0YNaxRg4x8V3azDTKaooNUba37fD0X9RrJM4/+i769zy83MXzAhf2ZOfMREhISSEtLa+qlCiGaOekwJ0KBpE6JkFDkrnu3qYKjBdx01WR27dhDqzYteWvp6ziioxpgdU3D4/Gw9j+fA43Xbao0yPD43I1yv2AyaI1Y9PYmK+6uybrP13PLtdMYkTSCBfMXEBcXV+7748aNIzMzk0mTJjFq1ChWrlxJUlLzHDAphBBCgKROiRBxIH8nxZ7a72gUO4u56arJ/Pj9zzhionj/k7do37Fdwy2wCaz/6ntuGHsLkY5Ivv3jM3S6hn0v4Ff95Bfn4PE3ryDDpDNj1tvQa6tuF9vUjuYf5aJeIxk0eDAfL/+42t9Lr9dLcnIy69atY8+ePZJGJYQQotkKnZwCccby+r0Ue2rfbaqkxMO0idP58fufsdltvPHhq6ddkAEnpE1dNlSCjJMoKJj1NhyWFoSZokI6yABY9sEKiotdLJi/oMbfS51Ox7x583A6nSxatKiRViiEEEIEnwQaoskF0qZqt7Hm8/m4d+qDfPXpOkxmE/Pee5nuPbo27AKbgM/nY82qTwFIauC0Kb/fT15xdrMIMjRosBrCcFhbYDeGh0Sb2pqoqsr7by0hJSWlQrpUVVq2bMmYMWOYM2cOsukshBCiuZJAQzS52ra1VVWVR+97ilUfrUan0/HyG7Po0/+8Bl5d0/jx+5/JycolPCKM/gP7Nth9/H4/ea5svP6SBrtHMGgVLTZDOA5rC6wGe0i1qa1Jbk4eO7fvIiUlpU7npaSkkJ6eTk5OTgOtTAghhGhYof86UJzWfH5vrWszZj3xIh8sXIKiKDw/5ymGDB/UwKtrOqVD+oZfOrTB5oGU7mR41dANMnQaPRa9DaPO3Gw7pjiLAmmBkZGRdTqv9PiCggIcDkfQ1yWEEEI0NAk0RJMqLKld2tTrL73Bay8uAGDmrIe5/MqRDbyypuP3+0lbGUibaqhuU4EgIwuv6mmQ65+qUO8gVRcWqwWA3NzcOp1Xerzdfvq0axZCCHFmkdQp0aQK3TWnTX349lKee/zfAPz9kbu46v/GNvCqmtbPGzZy5HAW9jA7FwzuF/Tr+0I4yDDpzESaY4kwRzfrIEOr6LEbI4i1taFXp/4kJiaSmppap2ukpqaSmJhIVNTp07JZCCHEmUV2NESTqU3a1H+Wp/HwPTMBuPWOidwy7abGWFqTKu02NWzkEIzG4HZT8vl95Bdnh1SQoaBg0lux6K3Nori7MgoaTHoLFr0Ni8GOUWcq9/3Jkyczffp0MjMza1UQnpGRwbJly5g1a1azTRkTQgghZI6GaDJHXbkcLtxf5fe//uwbbvu/O/B4vFw9YRyPP/fQaf/Q5ff7GdIricyDh3j17dkMG3lx0K7t8/vIK87Cp3qDds1ToUGD2WDDrLc0q+LuUkatGbPBhkVvw6S3oKlmAnleXh4JCQkMGjSI5cuXyxwNIYQQZwRJnRJNprq0qR+//5nbb7wbj8fL5ckjefSZB077IAPg159/J/PgIaxWCwMvujBo1w2lIEOraLEbI5pdBymtRo/dGEkLW1vaR3WjbWQnoq1xWAy2aoMMgIiICBYvXkxaWhrJyclkZGRUelxGRgbJycmkpaWxZMkSCTKEEEI0a80zT0E0ez6/D6ensNLvbf59K7dcOw1XsYshwwby7CtPotU2j4fRU5V2LG3q4qQhGE3BqVHw+X3kFmfhb+IgQ6fRB9KKtKZmETQqaDDrrVgMtqAUpiclJbFy5UrGjx9PfHw8Y8aMISUlhcjISHJzc0lNTWXZsmVYLBZWrVrFiBEjgvRJhBBCiKYhqVOiSVSVNrVrx26uHjWBnKxc+vQ/jzc+nIvZYm6CFTY+VVW5uPelHNh3kJff/BdJo4af8jVDIchoTh2kjDpzWZ2FSWdpkIAoLy+PRYsWMWfOHNLT08u+npiYyJQpU5gwYQLh4eFBv68QQgjR2CTQEE3i4NE9OEuOlvtaxoFMrh41gYP7M+jeoyvvLF+APezMae35+8ZNjLnkr5gtJn7Y8tUpB1g+v/dYkOEL0grrxqQzY9bb0WsbZg5IMATmdNixGGyYG7kYXVVVcnJyKCgowG63ExUV1Sx2eoQQQojaktQp0eh8fh/FJQXlvpadlcMNY2/h4P4M2ndM4I0P555RQQYcH9J30fDBpxxkeP1e8pogyAj1DlIaRRtIh9LbMBtsGLRNt8uiKAoOh0OG8QkhhDhthd6TgDjtOUsKUE8Y0ldwtICJV01m5/bdtGwdx1tLX8cRc2Y9fKmqWtbW9lSH9Hl9x4IMGi/ICN0OUgomnfnYjoWtwdKhhBBCCFGRBBqi0RWWHO825Sp2cet1d7Dpty1ERUfy1tLXaNWmZROurmls+SOdvbv3YTQZGTJ8UL2v4/V5yCvObrQgQ6vosBhsmHRmlBo6LzUWncZQVsAdSIcKpcBHCCGEOHNIoCEalKqqZGdnU1hYiM1mIzIqAuextCmPx8O0idP533c/YbPbeOPDV+nQqX0Tr7hplO5mDB42EKvNUq9reI4FGWojBBmh1EFKo2gDqVB6GxaDDb02uEMOhRBCCFE/EmiIBpGXl8fChQuZO3duuc46nbt0Zvz1V5I8fhSP/eNpvlz7NUaTkdfffYmzenZrwhU3HVVVWb1iDQAj/1K/TlONFWSERgcpBZPOcmzXwoZRZ27yYEcIIYQQFUnXKRF0aWlpjB8/HqfTSUpKSoVZAampqWi1WtxuNzqdjrmLZnPRJfVPF2ru/tyyjcsHp6A36Plh61fY7bY6nR8IMrJQ8TfQCpu+g5ReazzWdjbQHSq06kCEEEIIURnZ0RBBlZaWxqhRo0hKSmL+/PnExcWV+/64cePIzMzkpptuYvXq1Uy8fcIZHWTA8bSpQRdfWI8go+TYTkbwg4ym7CClUXRY9FYshkCdhaRDCSGEEM2P7GiIoMnLyyMhIYFBgwaxfPlydLqqH069Xi+jR49m3bqv+fKX1YSFhzXiSkPLZYOuZNvWHTz78hNcedUVtT6voYKMpukgpWDWWwIF3AZbSNR+CCGEEOLUhEabGHFaWLhwIU6nk/nz51cbZADodDrmz59PcbGLjz78pJFWGHq2/7mTbVt3oNfrGJp0Ua3PK/GVBD1dSqvosBsjcFhbYDXYGzzIMGhNRJijaRnWjg6O7rQO70CkJeZYBysJMoQQQojmTlKnRFCoqsrcuXNJSUmpkC5VlZYtWzJmzBjee3Mx1998zRn5cJn2yacAXDi4P+ERtdvVKfGVkF+cVW4WyalorA5Spa1wS7tD6TShOzFcCCGEEKdOAg0RFNnZ2aSnpzNz5sw6nZeSksLixYvJy80nMiqiYRYXwkrrM5JqOaSvxOsm35UdlCDDoDVh0dsarIPU8RoPWyCQ0Zka5D5CCCGECE0SaIigKCwsBCAyMrJO55UeX1RYdMYFGrt37GHrpnS0Wi3DL724xuODFWQ0ZAcpo9aM+VjbWZPegiZEhvgJIYQQovFJoCGCwmYLdEvKzc2t03mlx1tt1qCvKdSlrQykTfUfdH6NQZbb6+KoK6feQUZDdZDSavSBHQu9DbPBhq6Ru1MJIYQQInTJU4EICofDQWJiIqmpqYwbN67W56WmppKYmEj3hHNxeZ0Ue4pwe51Bqz8IZaVpUyNrSJtye13ku3KgHr8mwe4gpaDBrLeWDcszSDqUEEIIIaoggYYICkVRmDx5MtOnTyczM7NWBeEZGRksW7aMWbNmYTXasRrtAPhVP25vMcWeIoo9Rbg8zgYdRtcU9u3Zzx+/bkaj0XBJNWlTbo+LfHfdg4zSwutAB6dTS18y6syBHQtJhxJCCCFEHcgcDRE0dZ2jkZyczLp169izZw8RERFVHquq6vHAw+vE5SnCr/oa4BM0nvmvvMUzj/6L/gP78vZHCyo9xuUp5qg7l7oEGTqNAcspzqHQafRY9PayKdyNPaxPCCGEEKcHeYIQQRMREcHixYsZNWoUycnJzJs3j5YtW1Y4LiMjg5tvvpm0tDRWrVpVbZABgd0Sk96CSW8hkkDgUeJzH9vtCOx6+FRvw3yoBlJT2lRdg4xT6SClKJqyHQuLwYZB2zBdqIQQQghxZpEdDRF0aWlpjB8/HqfTyZgxY0hJSSEyMpLc3FxSU1NZtmwZFouFJUuWMGLEiKDc8+TAw+v3BOW6DeHg/gyG9EpCURS++e1TYuNiyn2/LkGGSWfBorehq1MHKeVY5ynbsfQqyxk5w0QIIYQQDUt2NETQJSUlsWfPHhYtWsScOXNYvHhx2fcSExOZNWsWEyZMIDw8PGj3NGiNGLRGwk1RAHh8JWX1HcWeIjx+d9DudapKu0317terQpBR7HFS4M6juiCjPh2kSlOqLHr7sXSohp36LYQQQgghOxqiQamqSk5ODgUFBdjtdqKioprk7bnX7ykLOoo9RZT4XI16f1VVyc3Jw1nk5K5J9/LrL7/z0JP3MeGWa8uOCQQZVbcHPt5BylpjQbZG0Qa6Q+ntWAxW9JIOJYQQQohGJjsaokEpioLD4cDhcDTpOnQaPTZjODZjYBfF5/dS7HHi8hYda6nroj7tY2tyNP8oyz5YwftvLWHn9l3H16PTkZ9/lKP5RwkLD6PYU3RsJ6Oi2nWQUgJpVMfazhp1ZkmHEkIIIUSTkh0NIQCf34fbW7rj4cTldXKqgce6z9dz56S/U1zsIiUlpVytypKlS/ho2UeYzSaefXUmPS/sWuH8mjpI6bXGE4blWYMyJ0MIIYQQIlgk0BCiEn7Vj+tYwFGfWR7rPl/PLddOY0TSCBbMX1DpXJHMzEwmTprImrQ0np3/GP2G9Aaq7iClUXRY9FbMx3Yt9FrDqX1IIYQQQogGJIGGELWgqiour7OszsPldVY5y+No/lEu6jWSQYMH8/Hyj2ucJzI6eTRff/0VK7/7kBbRLU/oIKVg1lsCBdynOBtDCCGEEKKxSY2GELWgKApmvRWz3kokMYEhgj5XWTvdYo8T/7FZHss+WEFxsYsF8xdUG2RAoFZj/rz5xMfH8+nH67h58sSytrO1KfoWQgghhAhVsqMhRJCUeF04Swrpe25/ep/Xhw8++KDW51511VX8+utGtmzZKrsWQgghhDgtyOtSIYLEoDPhdcL2bTtISUmp07kpKSmkp/9JTk5OA61OCCGEEKJxSaAhRBAVFhYCEBkZWafzSo8vKCgI+pqEEEIIIZqCBBpCBJHNZgMgN7fqwXuVKT3ebrcHfU1CCCGEEE1BAg0hgsjhcJCYmEhqamqdzktNTSUxMZGoqKgGWpkQQgghROOSQEOIIFIUhcmTJ5OamkpmZmatzsnIyGDZsmVMmTJFCsGFEEIIcdqQrlNCBFleXh4JCQkMGjSI5cuX1zhHIzk5mXXr1rFnzx4iIiIab6FCCCGEEA1IdjSECLKIiAgWL15MWloaycnJZGRkVHpcRkYGycnJpKWlsWTJEgkyhBBCCHFakR0NIRpIWloa48ePx+l0MmbMGFJSUoiMjCQ3N5fU1FSWLVuGxWJhyZIljBgxoqmXK4QQQggRVBJoCNGA8vLyWLRoEXPmzCE9Pb3s64mJiUyZMoUJEyYQHh7ehCsUQgghhGgYEmgI0QhUVSUnJ4eCggLsdjtRUVFS+C2EEEKI05oEGkIIIYQQQoigk2JwIYQQQgghRNBJoCGEEEIIIYQIOgk0hBBCCCGEEEEngYYQQgghhBAi6CTQEEIIIYQQQgSdBBpCCCGEEEKIoJNAQwghhBBCCBF0EmgIIYQQQgghgk4CDSGEEEIIIUTQSaAhhBBCCCGECDoJNIQQQgghhBBBJ4GGEEIIIYQQIugk0BBCCCGEEEIEnQQaQgghhBBCiKCTQEMIIYQQQggRdBJoCCGEEEIIIYJOAg0hhBBCCCFE0EmgIYQQQgghhAg6CTSEEEIIIYQQQSeBhhBCCCGEECLoJNAQQgghhBBCBJ0EGkIIIYQQQoigk0BDCCGEEEIIEXQSaAghhBBCCCGCTgINIYQQQgghRNBJoCGEEEIIIYQIOgk0hBBCCCGEEEEngYYQQgghhBAi6CTQEEIIIYQQQgSdBBpCCCGEEEKIoJNAQwghhBBCCBF0EmgIIYQQQgghgk4CDSGEEEIIIUTQSaAhhBBCCCGECDoJNIQQQgghhBBBJ4GGEEIIIYQQIugk0BBCCCGEEEIEnQQaQgghhBBCiKCTQEMIIYQQQggRdBJoCCGEEEIIIYJOAg0hhBBCCCFE0EmgIYQQQgghhAg6CTSEEEIIIYQQQSeBhhBCCCGEECLoJNAQQgghhBBCBJ0EGkIIIYQQQoigk0BDCCGEEEIIEXQSaAghhBBCCCGCTgINIYQQQgghRNBJoCGEEEIIIYQIOgk0hBBCCCGEEEEngYYQQgghhBAi6CTQEEIIIYQQQgSdBBpCCCGEEEKIoJNAQwghhBBCCBF0EmgIIYQQQgghgk4CDSGEEEIIIUTQSaAhhBBCCCGECDoJNIQQQgghhBBBJ4GGEEIIIYQQIugk0BBCCCGEEEIEnQQaQgghhBBCiKCTQEMIIYQQQggRdBJoCCGEEEIIIYJOAg0hhBBCCCFE0EmgIYQQQgghhAg6CTSEEEIIIYQQQff/T3kvDxg/TdkAAAAASUVORK5CYII=\n", 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" ] @@ -652,23 +672,26 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 20, "id": "03902a8e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(, )" + "(,\n", + " (,\n", + " ,\n", + " ))" ] }, - "execution_count": 41, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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\n", 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" ] @@ -701,13 +724,13 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 21, "id": "36596a26", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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\n", 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" ] @@ -739,9 +762,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "venv_xgi", "language": "python", - "name": "python3" + "name": "venv_xgi" }, "language_info": { "codemirror_mode": { @@ -754,6 +777,19 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.13" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false } }, "nbformat": 4, diff --git a/docs/source/api/tutorials/in_depth.rst b/docs/source/api/tutorials/in_depth.rst index ac600a9a6..27ea1396f 100644 --- a/docs/source/api/tutorials/in_depth.rst +++ b/docs/source/api/tutorials/in_depth.rst @@ -8,3 +8,4 @@ In Depth tutorials In Depth 1 - Drawing nodes In Depth 2 - Drawing hyperedges In Depth 3 - Drawing DiHypergraphs + In Depth 4 - Drawing multilayer-style diff --git a/tests/drawing/test_draw.py b/tests/drawing/test_draw.py index 748dc6fda..ded692cc1 100644 --- a/tests/drawing/test_draw.py +++ b/tests/drawing/test_draw.py @@ -377,84 +377,144 @@ def test_draw_hypergraph_hull(edgelist8): plt.close() -def test_correct_number_of_collections_draw_multilayer(edgelist8): +def test_draw_multilayer(edgelist8): # hypergraph H = xgi.Hypergraph(edgelist8) - ax1 = xgi.draw_multilayer(H) + ax1, (node_coll, edge_coll) = xgi.draw_multilayer(H) sizes = xgi.unique_edge_sizes(H) - num_planes = max(sizes) - min(sizes) + 1 + num_layers = max(sizes) - min(sizes) + 1 num_node_collections = max(sizes) - min(sizes) + 1 - num_edge_collections = H.num_edges - num_thru_lines_collections = 1 + num_edge_collections = 1 + num_dyad_collections = 1 + num_interlayer_collections = 1 assert ( - num_planes - + num_node_collections + num_layers + + num_dyad_collections + num_edge_collections - + num_thru_lines_collections + + num_interlayer_collections + + num_node_collections == len(ax1.collections) ) + + # number of elements + assert len(ax1.lines) == 0 + assert len(ax1.patches) == 0 + offsets = node_coll.get_offsets() + assert offsets.shape[0] == H.num_nodes # nodes + assert len(ax1.collections) == 11 + + # zorder + assert node_coll.get_zorder() == 5 # nodes + assert edge_coll.get_zorder() == 2 # edges + + # node_fc + assert np.all( + node_coll.get_facecolor() == np.array([[1, 1, 1, 1]]) + ) # white + + # node_ec + assert np.all( + node_coll.get_edgecolor() == np.array([[0, 0, 0, 1]]) + ) # black + + # node_lw + assert np.all(node_coll.get_linewidth() == np.array([1])) + + # node_size + assert np.all(node_coll.get_sizes() == np.array([5**2])) + plt.close() # max_order parameter max_order = 2 - ax2 = xgi.draw_multilayer(H, max_order=max_order) + ax2, (node_coll2, edge_coll2) = xgi.draw_multilayer(H, max_order=max_order) sizes = [2, 3] - num_planes = max(sizes) - min(sizes) + 1 + num_layers = max(sizes) - min(sizes) + 1 num_node_collections = max(sizes) - min(sizes) + 1 - num_edge_collections = len(H.edges.filterby("size", [2, 3], "between")) - num_thru_lines_collections = 1 + num_edge_collections = 1 + num_dyad_collections = 1 + num_interlayer_collections = 1 assert ( - num_planes + num_layers + num_node_collections + num_edge_collections - + num_thru_lines_collections + + num_interlayer_collections + + num_dyad_collections == len(ax2.collections) ) + + offsets = node_coll2.get_offsets() + assert offsets.shape[0] == H.num_nodes # nodes plt.close() # conn_lines parameter - ax3 = xgi.draw_multilayer(H, conn_lines=False) + ax3, (node_coll3, edge_coll3) = xgi.draw_multilayer(H, conn_lines=False) sizes = xgi.unique_edge_sizes(H) - num_planes = max(sizes) - min(sizes) + 1 + num_layers = max(sizes) - min(sizes) + 1 num_node_collections = max(sizes) - min(sizes) + 1 - num_edge_collections = H.num_edges - assert num_planes + num_node_collections + num_edge_collections == len( - ax3.collections + num_edge_collections = 1 + num_dyad_collections = 1 + num_interlayer_collections = 0 + + assert ( + num_layers + + num_node_collections + + num_edge_collections + + num_interlayer_collections + + num_dyad_collections + == len(ax3.collections) ) plt.close() # custom parameters pos = xgi.circular_layout(H) - ax4 = xgi.draw_multilayer( + ax4, (node_coll4, edge_coll4) = xgi.draw_multilayer( H, pos=pos, node_fc="red", node_ec="blue", node_size=10, - palette="rainbow", conn_lines_style="dashed", - width=8, - height=6, h_angle=30, v_angle=15, sep=2, ) sizes = xgi.unique_edge_sizes(H) - num_planes = max(sizes) - min(sizes) + 1 + nnum_layers = max(sizes) - min(sizes) + 1 num_node_collections = max(sizes) - min(sizes) + 1 - num_edge_collections = H.num_edges - num_thru_lines_collections = 1 + num_edge_collections = 1 + num_dyad_collections = 1 + num_interlayer_collections = 1 assert ( - num_planes + num_layers + num_node_collections + num_edge_collections - + num_thru_lines_collections + + num_interlayer_collections + + num_dyad_collections == len(ax4.collections) ) + + # node_fc + assert np.all( + node_coll4.get_facecolor() == np.array([[1, 0, 0, 1]]) + ) # red + + # node_ec + assert np.all( + node_coll4.get_edgecolor() == np.array([[0, 0, 1, 1]]) + ) # blue + + # node_lw + assert np.all(node_coll4.get_linewidth() == np.array([1])) + + # node_size + assert np.all(node_coll4.get_sizes() == np.array([10**2])) + + plt.close() diff --git a/tests/drawing/test_draw_utils.py b/tests/drawing/test_draw_utils.py index 9e3658161..f80f91c9b 100644 --- a/tests/drawing/test_draw_utils.py +++ b/tests/drawing/test_draw_utils.py @@ -8,7 +8,6 @@ _color_arg_to_dict, _draw_arg_to_arr, _interp_draw_arg, - _scalar_arg_to_dict, ) @@ -57,45 +56,6 @@ def test_interp_draw_arg(edgelist4): assert np.allclose(out, np.linspace(1, 11, num=10)) -def test_scalar_arg_to_dict(edgelist4): - ids = [1, 2, 3] - min_val = 1 - max_val = 5 - - arg = 1 - d = _scalar_arg_to_dict(arg, ids, min_val, max_val) - assert d == {1: 1, 2: 1, 3: 1} - - arg = 0.3 - d = _scalar_arg_to_dict(arg, ids, min_val, max_val) - assert d == {1: 0.3, 2: 0.3, 3: 0.3} - - arg = [0.2, 3, 4] - d = _scalar_arg_to_dict(arg, ids, min_val, max_val) - assert d == {1: 0.2, 2: 3, 3: 4} - - arg = np.array([0.2, 3, 4]) - d = _scalar_arg_to_dict(arg, ids, min_val, max_val) - assert d == {1: 0.2, 2: 3, 3: 4} - - arg = {1: 0.2, 2: 3, 3: 4} - d = _scalar_arg_to_dict(arg, ids, min_val, max_val) - assert d == {1: 0.2, 2: 3, 3: 4} - - H = xgi.Hypergraph(edgelist4) - arg = H.nodes.degree - d = _scalar_arg_to_dict(arg, ids, min_val, max_val) - assert d == {1: 1.0, 2: 3.0, 3: 5.0} - - with pytest.raises(TypeError): - arg = "2" - d = _scalar_arg_to_dict(arg, ids, min_val, max_val) - - with pytest.raises(TypeError): - arg = (1, 2, 3) - d = _scalar_arg_to_dict(arg, ids, min_val, max_val) - - def test_color_arg_to_dict(edgelist4): ids = [1, 2, 3] diff --git a/tutorials/Tutorial 5 - Plotting.ipynb b/tutorials/Tutorial 5 - Plotting.ipynb deleted file mode 100644 index 1a82ea0af..000000000 --- a/tutorials/Tutorial 5 - Plotting.ipynb +++ /dev/null @@ -1,796 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "2f6ce3a3", - "metadata": {}, - "source": [ - "# Visualizing hypergraphs\n", - "As for pairwise networks, visualizing hypergraphs is surely a hard task and no algorithm can exaustively work for any given input structure. Here we show how to visualize some toy structures using the visualization function contained in the ```drawing``` module that heavily relies on [networkx](https://networkx.org/documentation/stable/reference/drawing.html) and [matplotlib](https://matplotlib.org/)." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "f9ca745a", - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import itertools\n", - "import numpy as np\n", - "import random\n", - "import xgi" - ] - }, - { - "cell_type": "markdown", - "id": "079db54c", - "metadata": {}, - "source": [ - "Les us first create a small toy hypergraph containing edges of different sizes." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "b014762e", - "metadata": {}, - "outputs": [], - "source": [ - "H = xgi.Hypergraph()\n", - "H.add_edges_from(\n", - " [[1, 2, 3], [3, 4, 5], [3, 6], [6, 7, 8, 9], [1, 4, 10, 11, 12], [1, 4]]\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "6e1c844a", - "metadata": {}, - "source": [ - "The first step for drawing a hypergraph is to choose a layout for the nodes.\n", - "At the moment the available layouts are:\n", - "* ```random_layout```: to position nodes uniformly at random in the unit square ([exactly as networkx](https://networkx.org/documentation/stable/reference/generated/networkx.drawing.layout.random_layout.html)).\n", - "* ```pairwise_spring_layout```: to position the nodes using the Fruchterman-Reingold force-directed algorithm on the projected graph. In this case the hypergraph is first projected into a graph (1-skeleton) using the ```xgi.convert_to_graph(H)``` function and then networkx's [spring_layout](https://networkx.org/documentation/stable/reference/generated/networkx.drawing.layout.spring_layout.html) is applied. \n", - "* ```barycenter_spring_layout```: to position the nodes using the Fruchterman-Reingold force-directed algorithm using an augmented version of the the graph projection of the hypergraph, where _phantom nodes_ (that we call barycenters) are created for each edge of order $d>1$ (composed by more than two nodes). Weights are then assigned to all hyperedges of order 1 (links) and to all connections to phantom nodes within each hyperedge to keep them together. Weights scale with the size of the hyperedges. Finally, the weighted version of networkx's [spring_layout](https://networkx.org/documentation/stable/reference/generated/networkx.drawing.layout.spring_layout.html) is applied.\n", - "* ```weighted_barycenter_spring_layout```: same as ```barycenter_spring_layout```, but here the weighted version of the Fruchterman-Reingold force-directed algorithm is used. Weights are assigned to all hyperedges of order 1 (links) and\n", - " to all connections to phantom nodes within each hyperedge to keep them together. Weights scale with the order of the group interaction.\n", - " \n", - "Each layout returns a dictionary that maps nodes ID into (x, y) coordinates." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "55510a19", - "metadata": {}, - "outputs": [], - "source": [ - "pos = xgi.barycenter_spring_layout(H)" - ] - }, - { - "cell_type": "markdown", - "id": "9b331cf1", - "metadata": {}, - "source": [ - "We can now pass the ```pos``` dictionary to the ```drawing``` function:" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "33881b8c", - "metadata": { - "scrolled": false - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "xgi.draw(H, pos)" - ] - }, - { - "cell_type": "markdown", - "id": "e9fea60b", - "metadata": {}, - "source": [ - "**Node labels** and **Hyperedge labels** can be added to the plot. If ```True```, the IDs are shown. Otherwise any dictionary that contains (id: label) pairs can be passed. Additional keywords related to the font can be passed as well." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "687f443c", - "metadata": { - "scrolled": false - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "xgi.draw(H, pos, node_labels=True, hyperedge_labels=True)" - ] - }, - { - "cell_type": "markdown", - "id": "bad32b53", - "metadata": {}, - "source": [ - "For some hypergraphs, it can be helpful to rotate the positions of the nodes relative to the principal axis. We can do this by generating node positions with any of the functions previously described and then using the function `pca_transform()`. For example:" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "71a63d99", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "transformed_pos = xgi.pca_transform(pos)\n", - "xgi.draw(H, transformed_pos)" - ] - }, - { - "cell_type": "markdown", - "id": "fc7cf849", - "metadata": {}, - "source": [ - "We can also rotate the node positions relative to the principal axis:" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "5e5ef76d", - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# rotation in degrees\n", - "transformed_pos = xgi.pca_transform(pos, 30)\n", - "xgi.draw(H, transformed_pos)" - ] - }, - { - "cell_type": "markdown", - "id": "ac104906", - "metadata": {}, - "source": [ - "Other layout functions allow us to place the nodes of a hypergraph on a circle or on a spiral:" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "896e32db", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=(10, 4))\n", - "\n", - "ax = plt.subplot(1, 2, 1)\n", - "pos_circular = xgi.circular_layout(H)\n", - "xgi.draw(H, pos=pos_circular, ax=ax)\n", - "\n", - "ax = plt.subplot(1, 2, 2)\n", - "pos_spiral = xgi.spiral_layout(H)\n", - "xgi.draw(H, pos=pos_spiral, ax=ax)" - ] - }, - { - "cell_type": "markdown", - "id": "7895f303", - "metadata": {}, - "source": [ - "**Colors of the hyperedges** match the hyperedge size by default, but any statistic can be used to color it as well. The default colormap can be changed by updating the default arguments. Both sequential and qualitative [colormaps](https://matplotlib.org/stable/tutorials/colors/colormaps.html) can be passed as an argument. Sequential colormaps would simply be discretized according to the sizes of the provided hypergraph:" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "26dc7120", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 4))\n", - "\n", - "# Sequential colormap\n", - "cmap = plt.cm.Paired\n", - "\n", - "xgi.draw(H, pos, ax=ax1, edge_fc_cmap=cmap)\n", - "\n", - "# Qualitative colormap\n", - "cmap = plt.cm.Purples\n", - "\n", - "xgi.draw(H, pos, ax=ax2, edge_fc_cmap=cmap)" - ] - }, - { - "cell_type": "markdown", - "id": "ab3ad98e", - "metadata": {}, - "source": [ - "Some other parameters can be tweaked as well:" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "1acfe9a6", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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AC9zeJjidTndU9yhu1wcQTIQBoElebBP8t3/7t47UPsjY2Jir9QEEE2EAaJIX2wSPj49reNidcxASiYQmJyddqQ0g2AgDQBMsy1I+n3eldj6fl2VZkurd/m+//bYr18nlcvdubazVJHqHAewgDABN8GKb4F3/+I//qJERZ49NzmQympmZqX9i21LNkqp3638IBkDfIwwATfBim+Bd4XBYFy5cUDwed6R2PB7X3NxcY28D1fbsM7A3GNSqhAKgTxEGgCZ4vU1wMpnUxYsXOw4E8XhcCwsL925ZtGv1P/upVXdmCyxCAdBn2HQIaIJfmwE5ubmRbLv+Zt8sw5CM8M5/jZavDyA4mBkAmrC1teVq/Uqlsu/jyWRSpmlqdnZWiUSiqVqJREKzs7NaXl5+IAhYrQ2KJQSgbzAzADShG7YJ3j0QaWlpScViUaurq6pUKopGo0qlUkqn0xobG3voQCTZtdaDwEGMkBQKM1MA9BjCANCEdDqty5cvu1r/3Xffdbaobe/8Rn9Aj0AnWEIAegrLBEATArVN8G4IqN51Jwg0rsESAtArCANAE8bHx12t78g2wXZNsu7ee4P2yn13IbgUPgC4imUCoAmWZen06dOubDyUSCR05cqV+9f529Hq3QKuMe71FbCEAAQCMwNAEyKRiHK5nCu179smuBNd8+br/hKCZVman5/X9PS00um0YrGYQqGQYrGY0um0pqenNT8/39jmGcDhmBkAmlStVpXNZh09rCiTyWh5efne7oCdqlW9XSJolhGSQqH6fztQrVaVz+eVz+ebmqUZHh7WuXPnNDMz49z3GOhBhAGgBaVSSdls1pFjjOPxuEzTvLcXgBOcvI3QFe0vITi6AROA+xAGgBaZpqkzZ850FAh2twkeHR11bmBSF/UNNCEUrs8UNBEKTNPUxMSE1tfX276ca99zoAfQMwC0KJvNyjTNtk8WzGQyMk3TnTelrukbaEKTdyGUSiWdOXOmoyAgSeVyWRMTEyqVSh3VAXoRYQBog2PbBLuhw3V5z+0ubVgPNxxWq1VNTU05siwj1QPB2bNnVa12YV8F4COWCYAOtb1NsFtqtXo3f1CFwvU/kmZnZ/WLX/zC8UvMzs7q7bffdrwuEFSEAcBrtl3/E3LpN/gg9Q3sJ/yIZBjB2NsB6BEBm08Eukhj7/8m8/TebYJrlntb+BqGpID0DTzkXs9DoVBwJQhI0tramgqFgiu1gSAiDADtsmv33tytnUa4WrU+TW/Xdqbrq/fWwx/cJtjNrXuD0kT4oD3jXlxcdPVSS0tLrtYHgoQ5MqBdtb1v5jtT/638sl+rNn1rXcuMUDDPCdjzvSgWi65eyu36QJDQMwC0w6nNfQyjvkbutKD2DYQijV6KWCymzc1N1y41NDSkjY0N1+oDQcIyAdCOmkO/ddu2c7X2CmrfwJ4hb21tuXqpSqXian0gSAgDQKts29kpeLeaCYPYN7Dn2zA4OOjqpaLRqKv1gSAhDACtcmMt3o3DhYK2+ZCkvWnA7XMEUqmUq/WBIAniqwXgLzem9e2a8yEjkDMD98JAOp129VJu1weChDAAtMKuqbVbBlpQbWHPgmYEPAyMj4+7eqmxsTFX6wNBwt0EQCuOOFSnY3u24nWE2+N1AzsQAp5jZgBoltONg/tpZUfDZgRydqD+PY5EIsrlcq5cIpfLEQSAPZgZAJpVq7rT6PcgIySFHXqjCup+AzuzA9VqVdlsVpcuXXKsdCaT0fLyssJhB2dggIBjZgBolhdBQHK2mTCIMwNS43sdDod14cIFxeNxR8rG43HNzc0RBIAHEAaAZni97u5kM2EQbzHcE4iSyaQuXrzYcSCIx+NaWFhw/ZZFIIgC+CoB+MCN2wkP5WB/QlBnB6r3NmPKZrMyTVMjIyNtlcpkMjJNU6Ojo06OEOgZhAHgKF40Du7HqWbCIM4M7NoTCJLJpEzT1OzsrBKJRFNPTyQSmp2d1fLyMjMCwCFoIASO4lXj4H6caia0tjuv4Zd9vgeWZalQKGhpaUnFYlGrq6uqVCqKRqNKpVJKp9MaGxvT5OQkdw0ATSAMAIfphm78PSf5tS2I+w1Ikox6EAjqUgcQEAGePwQ80A1Z2YmDjIL6ZkoQADxBGAAOY/u0PPCgTn+rD+IbaoggAHiFMAAcxLa7Y2ZAcqCZMGBvqkao86URAE3jpw04SLetsdes9p9rGMH5LdswnD2fAcCRCAPAfmzbvzsIDmLbne13EJRbDFkeADwXkFcHwGPdsjzwoE6aCYPwBkvDIOALwgCwn25pHNxP2zMWXf4mGwoHZ/YC6DH85AEP6qbGwf20e5BRN/cN0CcA+IowADyo23oF9tPuQUbd+pt3iF0CAT916SsD4BO/ziFoWZvj7MaZAfoEAN8RBoC9unl54EFt7T3QZW+69AkAXYGfQmCvbm4c3E+rSxqGoa4JBEaIPgGgSxAGgF3d3ji4n3aaCbtiSp6GQaCbEAaAXUFoHNxPq82E3TAtT58A0FW64FUB6AKBaRzcT4tj9/tNOBT2fwwA7kMYAKQAB4EdrTQT+tk3QJ8A0JUIA4DU2Z7/3aKVZQ5ffjOnTwDoVoQBwK5JCljj4H7sWvOhxo++AfoEgK5FGAB6YVZgV7MHGXn9psxJhEBXIwygvwW6cfAAzfx7vOwbMEJSiJcaoJvxE4r+1mtBQGq+mdCT39TpEwCCgDCA/tZLSwR71ayjv8aLvgH6BIBAIAygf9l2705f2/bRQcftN2n6BIDA6NFXQqAJxs4UdviR7tiVz2lHNRO6+UYdCvdu0AJ6ED+t6DmWZWl+fl7T09NKp9OKxWIKhUKKxWJKp9Oanp7W/Py8LGtnKt0w6tPZ4Yi/A3fDUXsPuBGCDKM3wxXQwwzbDtrJLMD+qtWq8vm88vm8rl27duTXDw8P69y5c5qZmVE4vNPkZttS1VJP7DuwKxw5+M25VnX+TIbwIywPAAFDGEBPKJVKmpqa0qVLl1p+biaT0dzcnJLJZP0B25aqdx0eoZ+Mgxv5nP63HhY8AHQtwgACzzRNTUxMaH19ve0a8XhcCwsLGh0drT9g13ZmCHpEKHzwLX7WtvvXANDVCAMItFKppGw2q3K53HGteDwu0zTvzRBUrd7ah+Cg6Xsn/p1GqDd7LoA+wXweAqtarWpqasqRICBJ5XJZZ8+eVbW6s4bea7/lHtQb4MT6fq99r4A+QxhAYOXz+bZ6BA6zsrKi8+fP1z8xemz3PLu2/wxAp2v8bCwEBB7LBAgky7J0+vTppu4aaFUikdCVK1cUiUT6p5nQurtzS+DOmQWGdm6osHfOb7C17x0W9AkAPYGZAQRSoVBwJQhI0tramgqFQv0TLw/08cQBBzNFHqmHhN3NgnYPFwqF649HHqn3HOx94zdCBAGgRxAGEEiLi4uu1l9aWrr3Sa9NgTd7kNGD7tuxkRkBoJcQBhBIxWLRu/q9FgYeWCZob8fGcO99X4A+Rs8AAikWi2lzc9O1+kNDQ9rY2Kh/Uqs1dwpg17u/X8CRHRsB9ATCAAIpFArJzf91Q6HQvVsMe2UDoj37DDi6YyOAwCMMIJCYGWjRnm2CXdmxEUCg0TOAQHL7t9JUKnXvk1Co/lt1OCKFdjrujVBw7jQwQo0gUCqVdObMmY6CgFTfoGliYkKlUsmJEQLwGWEAgZROp72tv3ss797b7cKP1G+5iwzsCQvhB8JCF9jp+nd9x0YAgUUYQCCNj4+7Wn9sbKy1JzTCQviBsLAbFB55YFYhJE9mFUL3uv5d37ERQGDRM4BA8mwHQi/s/gju7vLX+K+0765/rdhpGuyp7xcAxzEzgECKRCLK5XKu1M7lct6+se1uA3zkEsSD/QpHFm58nWc7NgIIJMIAAiuXy2lkZMTRmplMRjMzM47W7NiB/Qp7liDC+yxB7AkMnu7YCCBwCAMIrHA4rAsXLigejztSLx6Pa25uLlgb6uzOKhh7g0Lk3lkDOzzdsRFA4NAzgMAzTVNnzpzpqEu+1++b93RfBgCBw8wAAi+bzco0zbaXDDKZjEzT7NkgIElbW1uu1q9UKq7WB+AuwgB6QjKZlGmamp2dVSKRaOo5iURCs7OzWl5e7vmtdQcHB12tH41GXa0PwF0sE6DnWJalQqGgpaUlFYtFra6uqlKpKBqNKpVKKZ1Oa2xsTJOTk31zO1w6ndbly5ddrf/uu++6Vh+Au/rjlRB9JRKJ6K233tJbb73l91C6hhdhAEBwsUwA9IGu27ERQFdhmQDoA+xACOAwzAwAfaCndmwE4DhmBoA+Ua1Wlc1mHT2sKJPJaHl5OVgbNQF4CDMDQJ9gx0YAByEMAH0kmUzq4sWLHQeC3R0be31/BqBfEAaAPsOOjQAeRBgA+hA7NgLYiwZCoM+xYyMAwgCAlliWpevXr+vUqVN+DwWAQ4j5AJpy69YtFYtFXb58WceOHdM//MM/yDAMv4cFwAGEAQCHeuedd/Txxx9rbW1NtVpNUj0YfPHFF3rhhRd8Hh0AJ9BACOBQsVhMV69ebQSBXSsrKz6NCIDTCAMADvWjH/1Ix48ff+jxTz75RN99950PIwLgNMIAgEOFw+EDjyh2cmtjAP4hDAA40ptvvqlQ6OGXi1//+tfa3t72YUQAnEQYAHCk48eP6+WXX37o8Uqlog8++MCHEQFwEmEAQFMymcy+j6+srIjtSoBgIwwAaMqpU6c0PDz80ONfffWVfve73/kwIgBOIQwAaNphswMAgoswAKBpL7/8smKx2EOPl0olra+v+zAiAE4gDABoWiQS0RtvvPHQ47Ztc5shEGCEAQAtOeg2w8uXL+vu3bs+jAhApwgDAFpy8uRJpVKphx7f2trShx9+6MOIAHSKMACgZdxmCPQWwgCAlj333HN69tlnH3r8+vXrunr1qg8jAtAJwgCAlhmGwW2GQA8hDABoyyuvvKLBwcGHHv/444918+ZNH0YEoF2EAQBteeSRRw68zfDdd9/1YUQA2kUYANC2N998U4ZhPPT45cuXZVmWDyMC0A7CAIC2xeNxJZPJhx7f2NjQRx995MOIALSDMACgIzQSAsFHGADQkdOnT+vpp59+6PFr167p97//vQ8jAtAqwgCAjnCbIRB8hAEAHXv11VcVjUYfevyjjz7S7du3fRgRgFYQBgB0bGBgQD/5yU/2/bvPP//c49EAaFXE7wEA6A0jIyMyTVOSdOLECaXTab3xxhs6ceKEzyMDcBTCAABHPPbYY3rppZf09NNP66c//akiEV5egKAwbI4YA+CQSqVyX++AZVkqFApaXFxUsVhUqVTS1taWBgcHlUwmlU6nNT4+rsnJScID4CPCAADHVatV5fN55fN5Xbt27civHx4e1rlz5zQzM6NwOOzBCAHsRRgA4KhSqaSpqSldunSp5edmMhnNzc3tu6shAPcQBgA4xjRNTUxMaH19ve0a8XhcCwsLGh0ddXBkAA5DGADgiFKppGw2q3K53HGteDwu0zSZIQA8wj4DADpWrVY1NTXlSBCQpHK5rLNnz6parTpSD8DhCAMAOpbP59vqETjMysqKzp8/72hNAPtjmQBARyzL0unTp5u6a6BViURCV65c4bZDwGXMDADoSKFQcCUISNLa2poKhYIrtQHcQxgA0JHFxUVX6y8tLblaHwBhAECHisVioOsDoGcAQIdisZg2Nzddqz80NKSNjQ3X6gMgDADoUCgUkpsvI6FQiFsMAZexTACgI4ODg67W33vwEQB3EAYAdMTtXQJTqZSr9QEQBgB0KJ1OB7o+AMIAgA6Nj4+7Wn9sbMzV+gBoIATQIXYgBIKPmQEAHYlEIsrlcq7UzuVyBAHAA8wMAOhYtVpVNpt19LCiTCaj5eVlhcNhx2oC2B8zAwA6Fg6HdeHCBcXjcUfqxeNxzc3NEQQAjxAGADgimUzq4sWLHQeCeDyuhYUF129ZBHAPYQCAY7LZrEzT1MjISFvPz2QyMk1To6OjDo8MwGEIAwAclUwmZZqmZmdnlUgkmnpOIpHQ7OyslpeXGzMCdq3m5jAB7EEDIQDXWJalQqGgpaUlFYtFra6uqlKpKBqNKpVKKZ1Oa2xsTJOTk/fdNWDfKsv+7EMZ3/+RjEcf9/FfAPQHwgCArmHXarK//Ez6/ReSbCkckfHqn8o4ftLvoQE9jTAAwHf2nYr0x6uyr1+Vtu/c/5eRARmvjcoYjPkzOKAPEAYAeMrerkibG9J2Rfbtm9LtdelWWTrspejYYH2GIOruCYlAvyIMAPCU/cc12Z+93/oTozEZP/5TGQPHnB8U0Oe4mwCAt9rdSKiyIfujd2Vbd50dDwDCAACPhTs4a2DjpuyPi7KrVefGA4AwAMBjnR48dPM72aVfsw8B4CDCAABvOXHewHc3ZH/6G9HyBDiDMADAWyGHjiT++rr0+UfO1AL6HGEAgLc6XSbYw/7jVdlflByrB/QrwgAAb3XSQLgPe+0L2Vf/09GaQL8hDADwlGEYUsiBvoE97N99KvsPXzpaE+gnhAEA3nN4dkCS7P/8SPZX1xyvC/QDwgAA77kQBiTJ/vR92d9+5UptoJcRBgB4z4nbC/dly179tez1b12qD/QmwgAA70Ueca+2XavvUnhr3b1rAD2GMADAe67NDOyoWvVzDDZvuXsdoEcQBgB4z6WegftY27I/fFd2ZdP9awEBRxgA4DnDizAgSdsV2R9ekr1d8eZ6QEARBgB4z+1lgr0qm/UZgrscfQwchDAAwHtezQzs2rwl++N3ZVctb68LBARhAID3HDyfoGm3yvXbDmtV768NdDnCAADveT0zsKv8texP3pddq/lzfaBLEQYAeM/LnoEHfXNd9ucfyrZt/8YAdBnCAADvhV3cdKgZX61JHH0MNBAGAHjPz5mBHfa1K7K//NzvYQBdgTAAwHt+NBDuw/7yM9nXrvg9DMB3hAEA3gt1RxiQJPu3q7L/uOb3MABfEQYAeM+vuwkOYH/2gexv/uj3MADfEAYAeK8LegbuZ8suvSe7/LXfAwF8QRgA4DkjFJJCXRYI7Jrsjy/LvlX2eySA5wgDAPzRZUsFkqRatX708QZHH6O/EAYA+KPrlgp2WHfrJx1ucfQx+gdhAIA/unFmYNfdO7I/XOHoY/QNwgAAf3RzGJCkO1v1GYK7236PBHAdYQCAP7p1mWCvzdv1HgKOPkaPIwwA8EfE5/MJmnV7vX6XAUcfo4cRBgD4wgjCzMCu9W/q+xAccPSxZVman5/X9PS00um0YrGYQqGQYrGY0um0pqenNT8/L8tihgHdybA5xxOAD+wvSrLXvvB7GK059YKM0y/KMAxJUrVaVT6fVz6f17Vr1458+vDwsM6dO6eZmRmFgxSG0PMIAwB8YX/5uewvP/N7GM2LDsn48aiMgWOSpFKppKmpKV26dKnlUplMRnNzc0omk06PEmgLywQA/NHtdxPsZRgyXnq9EQRM09To6GhbQUCSVlZWlM1m9c477zg5SqBthAEA/uiSY4ybknhBxolHJdVnBM6cOaP19fWOSpbLZU1MTKhUKjkxQqAjhAEA/gjKmvnAMRnP/0BSvUdgampK5XLZkdLlcllnz55VtcqdCvAXYQCAP8LBuLXQePb5+sFKkvL5fNtLAwdZWVnR+fPnHa0JtIoGQgC+sG9+J/v9Ll8zNwwZIz+XMRCVZVk6ffp0U3cNtCqRSOjKlSuKBGnpBD2FmQEA/ghCA+GJuIyBqCSpUCi4EgQkaW1tTYVCwZXaQDMIAwD8EYQwcPzRxoeLi4uuXmppacnV+sBhCAMA/BGAMGAcP9n4uFgsunott+sDhyEMAPBHEO4m2FkikOT6LYCrq6uu1gcOQxgA4AsjFJKMLn8JCt0b39bWlquXqlQqrtYHDtPlP4kAelq3n1y452CiwcFBVy8VjUaP/iLAJYQBAP7p9qWC7Xu/rbt9jkAqlXK1PnAYwgAA/3R5E6F9+2bj43Q67eq13K4PHIYwAMA/XR4GdPve+QPj4+OuXmpsbMzV+sBh2IEQgG9qH70rfXfD72EcjB0I0SeYGQDgn25vILRt6frvJUmRSES5XM6Vy+RyOYIAfMXMAADf2Ju3JetuvWt/u1Jfo7+9Lt0q19+Iu8HAMRlv/lxGKKRqtapsNuvoYUWZTEbLy8sKd3szJXoaYQBA17G3K9L1q7KvX5W27/g9HOnU9xX6kxcl1TcfymazjhxjHI/HZZqm63cqAEdhmQBA1zEGojKe/6GMN38unfq+JMPfAf3+t7Jv1ZsJk8mkLl68qHg83lHJeDyuhYUFggC6AmEAgGcsy9L8/Lymp6eVTqcVi8UUCoUUi8WUTqc1PT2t+fl5WZYlqb5LYehPXpTxWlaKDvk4clv2J+/J3pmlyGazMk1TIyMjbVXLZDIyTVOjo6NODhJoG8sEAFxXrVaVz+eVz+eb6sYfHh7WuXPnNDMz01hLt7fvyP7okrRxy+3hHix2QsYrGRmPDEiq/7vOnz+vfD6vtbW1I5+eSCSUy+Xu+3cB3YAwAMBVpVJJU1NTbTXdZTIZzc3NNabS7e07st9/R6pstj8gw5BOxKXjj9ZPJRyI1s8gaKaJ0QjJeO3PZBw/cd/DlmWpUChoaWlJxWJRq6urqlQqikajSqVSSqfTGhsb0+TkJHcNoCsRBgC4xjRNTUxMaH19/egvPsDu2vrulLp9qyz7N+9IavGla+CYjGefl549JWPg6HMA9mtiNF74kYzh063+E4CuRxgA4Ao3u+5rVz6Rfv/bJp9tSKdekPH8D+onJbbIrtVkf/m5tLWhUOonLT8fCALCAADHuX0/vl2ryX73P46+7TA6JOOl12WceLTx0O6U/uLioorFokqlkra2tjQ4OKhkMql0Oq3x8fGHpvRtuyaj249cBtpEGADguNnZWf3iF79wpe7bb78tSbK//Kz+G/tBYidkvDwiY+CYJGeaGIFeRRgA4Civ9vC3tyuyL/3H/jsVRodk/Hi0EQScbGIEehFzXgAcVSgUXAkCkrS2tqZCoSCpvjGRTsQf/iLDqC8N7ASB3fv5212yWFlZUTab1TvvvNPusIGuRxgA4KjFxUVX6y8tLd375PijD39B4oVGj0CpVNKZM2c6uptBksrlsiYmJlQqlTqqA3QrwgAARxWLRc/qG8dP3v+XA8dkPP8DSfUegampKUfuZpDqgeDs2bOqVquO1AO6CWEAgKPc/u15dXX13icP7BdgPPt84/bBfD7v6N0MUn3J4Pz5847WBLoBDYQAHBUKheTmy0po5yhhSbJvflffkVCq9wqM/FzGQNSzJkagVzAzAMBRg4ODrtaPRvfMBtRq9z4+EW/sLOhVEyPQKwgDABzl9i14qVTq3ieRiPTks1LspHTyscbDnjYxAj2AeS4Ajkqn07p8+bKr9XcZxx+VkXx4i2AvmxiBXsDMAABHjY+Pu1p/bGzsyK/xtIkR6AE0EAJwVDc073nZxAj0AmYGADgqEokol8u5UjuXyzXVxe9pEyPQAwgDAByXy+U0MjLiaM1MJqOZmZmmvtbTJkagBxAGADguHA7rwoULisfjjtSLx+Oam5tr+vTAvU2GbnC7PuA1wgAAVySTSV28eLHjQBCPx7WwsNDSb/vd0MQIBAkNhABc5cfxwd3QxAgECTMDAFyVTCZlmqZmZ2eVSCSaek4ikdDs7KyWl5fbWv/vhiZGIEiYGQDgGcuyVCgUtLS0pGKxqNXVVVUqFUWjUaVSKaXTaY2NjWlycrLjN9xqtapsNuvoYUWZTEbLy8tN9y4AQUEYANCzSqWSstmsI8cYx+Nxmabp+p0KgB9YJgDQs/xsYgSChDAAoKdls1mZptn2vgeZTEamaWp0dNThkQHdgzAAoOf50cQIBAk9AwD6ipdNjEBQEAYAAOhzLBMAANDnCAMAAPQ5wgAAAH2OMAAAQJ8jDAAA0OcIAwAA9DnCAAAAfY4wAABAnyMMAADQ5wgDAAD0OcIAAAB9jjAAAECfIwwAANDnCAMAAPQ5wgAAAH2OMAAAQJ8jDAAA0OcIAwAA9DnCAAAAfY4wAABAnyMMAADQ5wgDAAD0OcIAAAB9jjAAAECfIwwAANDnCAMAAPQ5wgAAAH2OMAAAQJ/7/7YuA0EAkbfJAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "cmap = plt.cm.Reds\n", - "dyad_color = \"gray\"\n", - "dyad_lw = 4\n", - "node_fc = \"black\"\n", - "node_ec = \"white\"\n", - "node_lw = 2\n", - "node_size = 20\n", - "\n", - "xgi.draw(\n", - " H,\n", - " pos,\n", - " dyad_color=dyad_color,\n", - " dyad_lw=dyad_lw,\n", - " node_fc=node_fc,\n", - " node_ec=node_ec,\n", - " node_lw=node_lw,\n", - " node_size=node_size,\n", - " edge_fc_cmap=cmap,\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "fc5a79c6", - "metadata": {}, - "source": [ - "### Visualizing a hypergraph with hyperedges of a certain order" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "330791cf", - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "# Filter only triangles\n", - "order = 2\n", - "edges_order = H.edges.filterby(\"order\", order).members()\n", - "\n", - "# Create the subgraph with only triangles\n", - "H_sub = xgi.Hypergraph(edges_order)" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "550c7d49", - "metadata": { - "scrolled": false - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "xgi.draw(H_sub, node_labels=True, hyperedge_labels=True)" - ] - }, - { - "cell_type": "markdown", - "id": "d74eb070", - "metadata": {}, - "source": [ - "# Visualizing simplicial complexes" - ] - }, - { - "cell_type": "markdown", - "id": "08b10904", - "metadata": {}, - "source": [ - "Simplicial complexes can be visualized using the same functions for node layout and drawing.\n", - "\n", - "### Technical note\n", - "By definition, a simplicial complex object contains all sub-simplices. This would make the visualization heavy since all sub-simplices contained in a maximal simplex would overlap. The automatic solution for this, implemented by default in all the layouts, is to convert the simplicial complex into a hypergraph composed by solely by its maximal simplices.\n", - "\n", - "### Visual note\n", - "To visually distinguish simplicial complexes from hypergraphs, the ```draw``` function will also show all links contained in each maximal simplices (while omitting simplices of intermediate orders). " - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "6f04461d", - "metadata": {}, - "outputs": [], - "source": [ - "SC = xgi.SimplicialComplex()\n", - "SC.add_simplices_from([[3, 4, 5], [3, 6], [6, 7, 8, 9], [1, 4, 10, 11, 12], [1, 4]])" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "895bf3d3", - "metadata": {}, - "outputs": [], - "source": [ - "pos = xgi.pairwise_spring_layout(SC)" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "2b8edb7d", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "xgi.draw(SC, pos, node_labels=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "66cf2c2c", - "metadata": {}, - "outputs": [], - "source": [ - "H_ = xgi.convert.from_max_simplices(SC)" - ] - }, - { - "cell_type": "markdown", - "id": "b5a66cba", - "metadata": {}, - "source": [ - "# Example: generative model\n", - "We generate and visualize a [random hypergraph](https://doi.org/10.1093/comnet/cnx001)." - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "aadc6917", - "metadata": {}, - "outputs": [], - "source": [ - "n = 100\n", - "is_connected = False\n", - "while not is_connected:\n", - " H = xgi.random_hypergraph(n, [0.03, 0.0002, 0.00001])\n", - " is_connected = xgi.is_connected(H)\n", - "pos = xgi.barycenter_spring_layout(H)" - ] - }, - { - "cell_type": "markdown", - "id": "d438f01e", - "metadata": {}, - "source": [ - "Since there are more nodes we reduce the ```node_size```." - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "f840930c", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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Ti4dcxmWXXYfb7ebTT94O8Ko6lpdfzldr91BV7clg6LpOna3G5/MV5WRROIBLd2J1NtDgqKOug2JyIYQQQrQkgYYQopXQTgYaAHfPfBRFUdi6ZQ3Hjh4M4Kp8YzbbWLd+LzmHTmC21+HW/WuFG2wMa/HfDY46NE2jvOEETrc9kEsVQgghzmsSaAghWunM1qkmffr054aRowH46KM3ArUkv2iazu49eXy1/gfsNv/qK0wGE6pibP5vHQ2zow5d1yitL+z0wEAhhBDiQiOBhhCileBgE0ZD5389zJjxEAajkT27v2X3rm8CuDLfuTU3xaWVbNmUS3mZf7M9Tt0+BWBzWXC6ndhcFpkaLoQQQvhIAg0hhFehXchqdO/Rk9GjJwOerIYvsy4CzeZqAMDpcLPj2yIO7i/D7fZtHacHGjS2uwWospTJ1HAhhBDCBxJoCCG86sr2KYCMjPsJDQ3j+LEctm1dG6BV+c56WjCQf7yab7bk02DuuM7CaDBhVFpOR3dqdmxOK6BTWi9Tw4UQQoiOSKAhhPCqs52nmkRFx3LnhHsA+OSTt3A5/SvK7gqH24auu1t9vb7OztbN+RQV1HZ4jWDT6VkNMDtq0XQdp2anoqE4IGsVQgghzlcSaAghvOpqRgNg/Pi7iI6OpbSkiDVrlgdgVb45PZtxKs2tsW93Cbt3nMDpbB2MNGm9fQo03Y2lcVJ4na2KBkdd1xcrhBBCnKck0BBCeNWVFrdNQkLDyJj6IACLFr2LzXrmaxs0zY3DZevwuJIT9WzbnEdNtdXr9w2qEaPa+mdgdZpxa54ARaaGCyGEEG2TQEMI4VUgMhoAt902gR49elJbU8WKFQsCcs32WF0WwLcWtFaLk2+2FnDsSKXXtrXeshr6KYXhbt0lU8OFEEKINkigIYTwqqs1Gk2MJhN33f0IAJ8t/4i62jM7YdvmbPDvBF3nSE4F320vxGZtWUcS7CXQALC7rThcnqLyBkcdtbaqTq1VCCGEOJ9JoCGE8CoQW6eaXHf9raSlDcBqtbB48QcBu+7pHG4bmpcicF9UV1rYsimPstKTMzcMqgGT6j2zY7bX0pQEqTAXy9RwIYQQ4jQSaAghvDIaDQQHmzo+0AeqqnLPzMcAWJW9mLKyM9Oxqb0icF+4nG52flfEgX2lzTM3vG2fAnDpTqyN2RMdjRKZGi6EEEK0IIGGEKJNgdo+BXDpsKsZOvRKXC4nmZ/ODdh1m2i6b0XgvijIrWH71/mY6+2N26cUr8c1OOqahxHaZWq4EEII0YIEGkKINgWqIBxAURTuvudRADZuXMn+fTsCmgHwZDMCdz1zvZ1tX+dTVFiHyeA94NLRMJ/S4lamhgshhBAnKbrk+oUQbdi56ziHj5R0+ToNDfVsWP8Fq1cvpagwr/nrvXqncvvtk7hp1DjCwyO7dI/KhlI0/cy0mo1JMNGrvwmTydu7GYXY0ARMBs82M5MaTHLsRaiKvMcRQghxYZNAQwjRppxDJ9i9J6/jA9uxc+c2Xn7xWRwOG1OmTGHq1KnExsZSXV3NokWLWLx4MUFBITz51F8YPvzaTt3D4bZRa63s0jrbo+k6LrWBgUNjiY5tneUxqcHEhnVr/u+okDi6R/Q6Y+sRQgghzgUSaAgh2lRQWMm27Yc6ff7Ondv45//+F+npo5k/fz6JiYmtjikpKWHWrFlkZ6/id3/4V6eCjVpbFQ6X98F7gWJ1NuDSnaT0jSI5LRJVbVm3ERUcR4jpZOF4UlQq4UFRZ3RN5zNd16msrMRsNhMREUF8fDyK4r1WRgghxE+T5PaFEG0KC+t8MXhDQz0vv/gs6emjWbZsmdcgAyAxMZFly5aRnj6al198loaGer/uo+lawIrA22NUg9B1yDtax57vyrFZW27TMjtq0U55b1NWX4RLpob7raamhjlz5jB48GASEhJIS0sjISGBwYMHM2fOHGpqan7sJQohhPCRBBpCiDaFhXa+GHzD+i9wOGzMnz8fo9HY7rFGo5F58+bhcNjYsP5Lv+5jC3AReFsMBhNKY/ep2hoHP2wto6L0ZBZF091YnSeDJJka7r/s7GxSU1N5+umnGT58OJmZmaxevZrMzEyGDx/O008/TWpqKtnZ2T/2UoUQQvhAAg0hRJtCQkyttgj5Qtd1Vq9eypQpGW1mMk6XlJTE5MmTWb16iV/dqKz+TgLvJBUwqifnirhcGvt3VXJ4f3XzzA2Lw4xbOzkw0CJTw32WnZ3N+PHjGTlyJAUFBXz66adMmzaN2267jWnTpvHpp59SUFDAyJEjGT9+vAQbQghxDpBAQwjRJkVROjUhvL6+lqLCPKZOzfDrvKlTp1JUmIfZXNfxwYDDbT9jnaa8OTXQaFJc2MDO7eU01DvR0THba1t8v8JcjEOmhrerpqaG6dOnk56eztKlS9vdZrd06VLS09OZPn26bKMSQoifOAk0hBDt6sz2KZvNs6UoNjbWr/OajrdafZtFYTtL2Ywmp26fOlWD2cmO7WWcyDdjd1txuE4GFjoapTI1vF3vv/8+FouFefPm+bTNbu7cuVgsFj744IOztEIhhBCdIYGGEKJdnRnaFxLi6b5UXV3t13lNx4eGhnV4rKZr2M9CEfipTt8+1WI9ms6RgzXs21FBdX0Vp8YVnqnhZWdnkecYXdd54403yMjwb5vdlClTeP311yWAE0KInzAJNIQQ7epM56nIyGh69U5l0aJFfp23aNEievVKJSKi47awZ6sI/HRNg/naUllu45stRRSXVLT4epWlXKaGe1FZWUlOTg4ZGf5ts8vIyCAnJ4eqKqmBEUKInyoJNIQQ7erM1ilFUbj99kksXryYkhLfJosXFxezePFi+g+4moqKejRNa/f4s71tqolBNaF28KvTbnezdesxDh0oQ9OagiGdkvoCNN3d7rkXGrPZDHR+m119vX/tkIUQQpw9EmgIIdrVmWJwgJtGjSMoKIRZs2bhcrVfsO1yuZg1axa6rlNefoL8ggr27M2nqKgKh6P1uQ63HfdZLAI/lULb26dOpaNzIOcE324rwGpxAuDSHFQ0+BZ4XSgiIiKAzm+zi4yMDPiahBBCBIYEGkKIdnWmRgMgPDySJ5/6C9nZq5gwYQLFxcVejysuLmbixImsWrUKTdPYv28LFRVFuFwaJaU17N2Xz7HjpTQ0nKzH+LG3IBkNvgVfTs1BVaWZrZtzKT7h6aRVZ6uiwe5bV60LQXx8PAMHDiQrK8uv87Kyshg4cCBxcXFnaGVCCCG6SgINIUS7ujIdfPjwa3ns8T+watUqkpOTmT59eoshbNOnTyclJYX16zfy+z88z5VXjUTXdTZtWNh8DV2H6uoGDuacICfnBJVV9T96oGFQDaiKL78+dWxuKy6nxp4dxezdXYLbrVFqlqnhTRRF4bHHHiMrK8vvbXaPP/44iuL/nBchhBBnh6JLyw4hRAeWLv8Gp7NztQUfvP8KKz77lKSkZFSDSlFhXvP3evVO5fbbJzNq1DjCwiMoLDjOb3/7c3RN4977/0xSz4taXc/ptqOpDuLiQomJC8Vg+HHel9hcVp/nY4Qaw5uLyMMjghg6PInEbgn0jO5zBld47qipqaFXr17cdNNNLF++vN0Wty6Xi4mTJrJp40b2Hd5Lco/Us7hSIYQQ/mi/YbkQQuDZPlVb638WoaGhnq9WLwfggQd/w7Dh12A212G1WggNDSMiIqrFG+neyWncdNNY1q/7nO1bFzN1xu9xuVoWhTvcdnSXRmmJmfKyBmLiQomLDyMoyNC1D+knkxrkc6Bhd1sxGEyoQIPZwfYt+QwYZCX8kiiiQ2Xrz+7du7Hb7axcuZKJEycyb948kpKSWh1XXFzM7Idmsyp7FW9//Cp2Qx3FdXkkRPTCqMo/Z0II8VMjv5mFEB0KC+1coLF61VJsNgvJKX0ZNvwaFEUhMjKayMjoNs+ZPmM2X29eTU7ObmzWAiIi+2CzeYqp3boLXT8ZeGiaTlWFhapKC5GRwcR3CyMsvPNbvfzRtH1K09vvjgWemR9Ot41gQwgAuqaTs7+MqopvSb9xBFHhEWd6uT9ZR44cYfLkybjdbq645jI2bdpISkoKkyZNYtq0acTGxlJdXU1WVhaLFy8mNDSEtz9+lZE3Xw9Ag6MOa7WFhIgkIoNjftwPI4QQogXZOiWE6NAPO45x9FipX+e4nE5+8XgG1dUVPP7EfzNq1Difz/3PB6/y2fKPSUnpx9//MZ/juRWYzTZsLgsut6Pdc0NCjcR3CyMqOuSM79+3uWw43L4NDVRQCA+KbFXbER4WRvqN15PYI+YMrPCnrbq6mmuvvZZDhw5x6WWX8OHS+TidThZ+tITn/zqnRbeyvhelcc8D05ly1wQio7x3mgoPipLshhBC/IRIMbgQokOdaXG7efMqqqsriI3rxg0jbvfr3MmT7yUsLIL8/KNs27qG/hclEh0T2mGQAWCzuigqqONwTgUV5Q24XR1nHDrL5EOb2yY6OnaXtdXXGywWVq7dzp69+R3ODjmfOJ1Opk6dyqFDh0jqlcib/3mF0LBQoqKjGHX7jbhcLsIjwln73Rd8k7ORlVuWct/DM9sMMsCT3civPkS9rebsfRAhhBBtkkBDCNEhf1vc6rrOZ8s/BmDcuOkYTb4/kANEREYxafLPAFjw6Vzcbhc9e0cQ1y3M52u4nBplJWYO5VRQXFSH3R74Lk8G1YBB8b02xKk5vXabsjjM7Nl/nHXr92E2+5YhOZfpus5jjz3G2rVrCQ8P4+2PXiWhR7fm7xfkFgKQ0ieZ5NTexMbF+Jyd0nQ3peYCiuvycGnOM7J+IYQQvpFAQwjRIX+ng+/csY2CguOEhoZx++2TOnXPseOmExvXjfLyElavWoLNZSUxKZIeSf4NaNM1neoqK0cPVZKfW43Z7FsBt698nanRxO6y0nq/qk6drZrK6jpWr9lNfn5FoJb3k/T8888zf/58VFXl5bnPMWjIgBbfL8jzBBrJqb06fQ9PduOwZDeEEOJHJIGGEKJD/s7SWL78IwBuvW0CYZ0sdA4ODmHatAcByFr0HuaGWgDiu4XROyWazpRfmOsd5B+v4ejhSqqrrWha10vU/Nk+BeDW3Ti9bAHTdBdmWx0ul5vt3x7m2++OdNhSWNd1KioqyM3NpaKignOh5G7p0qX87ne/A+CPf32GUbePbHVMc6DRp3eX7iXZDSGE+HFJoCGE6JA/NRrHjh5k394fMBgMjLtjRpfue/Mt40nqmUJ9fS1rvlze/PWo6BBS02JRDZ0r9rbbXBQXeuo4ykvNuFydmxECoCoqBsW/4mO7y4rmJSiwuRpwuDxbp3Lzyvlq7W6qqs2tjqupqWHOnDkMHjyYhIQE0tLSSEhIYPDgwcyZM4eamppOfZYz7YcffmDmzJnous7MB2Zw70P3eD0uP7cAgOTUrgUaTSS7IYQQPw4JNIQQHVJVlZAQ34KN5Y21GdePuI1u3Xp06b4Gg5G77n4YgDXZK6itqW7+Xlh4EGn94jB1YX6G26VRXtbA4YMVnCisbW6j66+mYXy+0tGbA4rT1dlrmlvmms021q3fS86hE83ZiuzsbFJTU3n66acZPnx4i0nrw4cP5+mnnyY1NZXs7OxOfZYzpbCwkDvvvBOLxcLIm6/nv//+uzbrLpoyGikBCjTgZHbjhGQ3hBDirJEegEIIn4SFBWGztd/1qaysmG1b1wFw5wTvb6v9NeyKq0ntexF5x46wcnkWM+6d3fy94GAjaf1iyc+twWbtfLG3rkNNtY2aahvhEUHExYcRERnkcwGyUTUBrTtKtcehOTBpQRjUloGSrrupt1UTHRoPeGaF7N6TR2lZLTVVR8nImEx6ejrz5s0jMTGxxbnTpk2jpKSE2bNnM378eFasWEF6erpf6zoTzGYzd955JydOnKD/oH7Mmfdcm9O/dV0/pUYjcIFGE4ujjvzqBrqFJxEVEhvw6wshhDhJMhpCCJ/40nnqi88XoGluLr30Kvr06R+Q+9pcFiZN83Sg2rzhK8pKi1t832g00KdvHBGRgRnU12B2UJDnqeOoqrT4VMfRme1ToGNzew9OHG4bVmdDi68dO1bAPffcTXp6OkuXLm0VZDRJTExk6dKlpKenM3369B99G5Xb7WbmzJns3LmT+IQ43v7o1XZb1FaWV2G12FBVlZ7JPc/ImjTdTZm5ULIbQghxhkmgIYTwSUedp8zmOtas+QwIXDbD6Xbg1pwMGDyEi4cOR3O7WbF4QavjVFUhOTWG2LjQgNwXwGF3U3KinkMHyyktqe+wMNvkZ/cpALfmwun2/qBrttfiPqUV7ob1X2C325g3b16b2YAmRqORuXPnYrFY+OCDD/xeVyD97ne/Y/ny5QQFB/HG+3PondJ+J6mmbEZSr0SCgvzbkuYvS2PtRp2tuuODhRBC+E0CDSGETzrqPLV61VLsNiupffpz6bCrA3JPm9PS/P9PmOoJXr7f/jX5uUdbHasoCkm9ouie2LkuV23R3DqV5RYO51RQWFCL1eo9MPBsn/K/ON3utuJ9TJ9Ond3zAKzrOqtXL2XKlIw2MxmnS0pKYsqUKbz++us/WjequXPn8sILLwDwz3//lcuuGtbhOfkBaG3rj+bsRm2uZDeEECLAJNAQQvikva1TTqeDL79YCMCdE+72ubahPZquYXOdDDSSU9O46jpPK9RlCz9u87xuCeH0So7qzDN/+3Soq7Fx/EgVx49VUVdna/EAryoKRtX/sjdN13C6vReGu9wOGhx11NfXUlSYx9SpGX5dOyMjg5ycHKqqqvxeV1d99dVXPP744wD8+ve/YPzksT6ddybrM9pjcdZLdkMIIQJMAg0hhE/C2mlxu2njKmpqKomP7871198WkPvZXVY4bbTd+CkzMBgMHNy3m4P7drd5bnRMKKl9Ot/+tiPWBieFebUcOVRJZYUFt9uTkzD6OVOjicNlb+40dTqLw9w8QyQ21r/i5abj6+vrO7Wuzjpw4ABTp07F5XIxcdp4fvHUwz6fm388sK1t/SHZDSGECCwJNIQQPmkro6FpGp995skwjLtjeof1A746ddtUk24JPbjh5tEALFv4EZrm/eEcIDwiiD59YzGaztyvOafDTWlxPYdzKigprkd3qSidSKXo6I2BlffvOhVPt6/qav/etjcdHxnp3zT1rqioqGD8+PHU1tZyxdWX8f9e+rNfGa5ADevrCsluCCFEYEigIYTwSXCwCYOh9a+MHT9spagwl9CwcG69bWJA7uXUnLg07610x07IIDgkhPzcY+z4blu71wkJMZHWL47gkDPbyVtz61RVWDh6uJKyIitWi/+tdj2f2XvBeWh4KD17JrNo0SK/rpmVlcXAgQOJi4vzez2dYbfbmTx5MseOHSO5T29ee/8lgoP9K5L/sbZOna5FdqONgn0hhBDtk0BDCOEzb9unPmsc0Hf77ZMICwsPyH1sp7V2PVVkVDS3jpnguXfWJ7hd7T/Um0wG+vSNJTwiMO1v26WDpV6jMLeeguP11Nc6/CrEtrsseDtaURSuH3UrixcvpqSkxKdrFRcXs3jxYh5//PGA1Mx0RNd1Zs+ezebNm4mMiuTtj14lvpt/AY7dZqe0uAz48QONJhZnPfk1kt0QQojOkEBDCOGz07dPHTmyn/37d2AwGBg3bnpA7qHTsgjcm1vTxxMRGUV5aQlfb1zT4TUNBpWUPjFEx4YEZI3tUVQDCgo2q4uSogZyj9RRXWFrruNoj1t343R7z+RcM2IUpqBgZs2ahauD4MrlcjFr1ixCQ0O59957O/U5/PW3v/2NDz/8EIPBwL/feYGLBvT1+xqFBScAiIiMIDYuJsAr7DzJbgghROdIoCGE8FnoaYHG8mWebMaIG0YTF58QkHvYnFbPqO52hISGMnbiVAC+XLYIu91716ZTKYpCr97RdOsemKxLW1RAVU5O+3Y5NSrKrOQerqOs2ILD3v48DrvLhubl84eFh/PgY0+SnZ3NxIkTKS4u9nK2J5MxYcIEVq5cyZBhV5JzrNSnIKcrFixYwLPPPgvAn//1J0bcdG2nrlOQe3Lb1NnIwvhLshtCCOEfCTSEED47detUaWkR27evB2BCgAb0AR1mM5rcMOo2uiX0oK62hnXZn/t8/e49IkjqdQba357CcEqg0UTTdGqr7eQdreNEgRlLg/c34zoaDpf3wOniocN59Mnfs379BpKTk5k2bRqZmZmsXr2azMxMpk+fTkpKCmvWrEXXdbZtXsdf/vosy1d+TW2dbz9Xf23bto377rsPgAcfu5e77p3a6WsVnOUZGp0h2Q0hhPCdBBpCCJ+FnhJofL5iAbqmMWz4NaSk9gvI9V2aE1cbW4dOZzSaGD9lBgCrv1iGub7O5/vExoWSkhqDop6ZaKNp+1RbGuqdFOWZyT9WR12NHU1rmcFwaA7cbRSGXzx0OA/+4incbjfLli1jxowZjB49mhkzZrDp6y1MmvFz/v7yW0ycNhOAL5ZmMvftOSxasZbDx4oC9yGB3NxcJk6ciN1u59Yxo/iv//lNl673U+g45SvJbgghRMfObCsWIcR5palGo76+lnVrVwAwYcLMgF3f2k4RuDdXXDOCr75cTmF+LtkrFpNx9/0+nxsRGUyfvrEU5NXgcgZ2a1HT9im33n4thd3mpvSEhcoyG9GxQUTHBmMwqoCOzW0lXPU+5byw4DgA/QcN4b5HfoXdaiU4NJTw8IjmLUej75iEqhpYsuADvlyehaZp2J0/o/BEX2645hJMpq79+q+trWX8+PGUlZUx+JJBvPDGPzAYWmdy/JGf++PN0OiMpuyG2V5LQkRPTIaz0HBACCHOIZLREEL4rCnQWJW9GLvdRlraAC4ZekVArt3+LAnvVFVtfnO/cU02lRXlfp0fGmoirW8cQcFde0D2xqD6fk2XS6Oy3Mbxw3WUnrBgt7txay6cXrbm6MCxIzkApPa7iIiISOITuhMREdmqruG2sXc2B1/ZK5awNPMD9h85TNaKDZSV13T2o+FyuZgxYwb79u2je48E3vroFcIjwjp9vSZNGY2UcyTQaGJx1lNQc4Ra29mfwC6EED9lEmgIIXwWFhqEw2Fn5ZeeeQ53TrgnYEW7dqcVvY3p2O0ZfMkwBgwegsvl4vMlC/w+3xRkIK1vHGHhnZvq3RZVaX/7lDe6rlNXYyf/aB1FeWaqaus4/Sfi0pzkHT0KQK++fdqcvdHklvQ7mDbzQcCzxWzJgv9QWVvF0uwN7Np71K/2u02efNJTlB4aFspbH/2bpJ6Jfl/jdLqu/2RmaHSGprspNxdRVHu8zc5hQghxoZFAQwjhM6PRwNYtq6mtraZbtx5ce90tAbu21eXftqkmiqIwadrPAPhmy0aKCvL8vobBqJLSJ5ao6MC1v1XwXhTuK0uDk8K8Og7lFFNdZW2u46goL6a2ugpVVemdmorN1YDmdfrGSaNuH8uMn88GYM3Kz8j65H2cLgdff7+TL77ajsVi93ld//73v3nttddQFIXnX/87lwy7uNOf8VSV5VVYLTZUVaVncs+AXPPHYHWaya85LNkNIYRAAg0hhB80TWtuaXvH+LswGgNT5uVPEbg3qX0v4rIrr0XXdZYv+rhT11BVhV7JUcQndH0L0Mlrdv3nY7HYKSqq5XBOBaWldRzK8WybSuzdm+CQEDRdw+7seMvZjbemc9d9DwOwbtXnLPzoXXRdI+9EIQtXrCO/sKzDa3zxxRc8+eSTADz9f37N6Dtu7fwHO01TNiOpVyJBQYHNLp1tuq5JdkMIIZBAQwjhhxUrVlBQkEtYWAS33Do+YNe1ObveevXOqXejqip7d/3AkZwDnbqGoij0SIwksWdkl9cDoCpql7eW6ei43A7cLo3Sknr2/bAfgN6pJwfiOTWH13qO0428+XbueeBRFEVhw1dfkvmf+WiaRoPVzOdrv2bLN/twubxvxdq9ezczZsxA0zSmzZzMQ0880KXPdbr8c6C1rb8kuyGEuNBJoCGE8Nlzzz0HwOj0yYSGBmbwnY7u8+yM9vRI7Mn1N3resC9d+GGnag+axMWH0Ts1mq6Wn3R1+1QTt+7GrWu4dRelxZ6tYaHhSRTm1WOud6LrOjaXFc2HGpcRN93KzAcfQ1EUNq7NZsEH89A0DV13s/PAAZau3ExNTcttbCUlJYwfPx6z2cy1N1zFn//13wEfqHcu12e0R7IbQogLmQQaQgifbNu2jc2bN2MymRgztvND2U7X2SJwb8ZOnIopKIjjRw6x+4dvu3StqKgQUvvGNbab7TyDEpjtZU6XHYfdRmW5ZxZGj6Q+WBtcFBeYyTtaR3WVFYvdt4DtupE38/PZv0BRFDavX80n772Npnn+DMoqy1n0+VoOHs4HwGq1MnHiRAoKCkjrl8qr7750RrY25R8/t1rb+qs5u2GV7IYQ4sIhgYYQwifPP/88AJMnTyUuLiFg17UGIJvRJCY2jltG3wHA8qyPcbvb78jUkbAwE2l9YzEFdT4rEYjtUwBuXJSV5aNrGmHhUYRHxjR/z+nQKC+xcDingsKiapyOjj/3NSNu4t6HfomiKGzZuIaP3n0TrbGDlcNlZ+2Wb8le9w0///m9fPPNN8TERjP349eIjonq8mfx5lwa1tdZuq5R3iDZDSHEhUMCDSFEh44cOcLixYsB+OWvngzYdd2aE5fb945Hvrh93ETCwyMoOVHE9q83dPl6QcFG0vrFERrW+bf4Xc5q6KDpGqUncgHonpTqNXjRNJ2yslpyDpZTmF+LxdJ+3cbV14/k/kd+jaqqbNu0jg/nv9EcbIDOSy/+g6ysRRhNRl577yVS+6Z07XO043zdOuWNZDeEEBcKCTSEEB166aWX0HWdcePGcfnlwwJ2XWsAisBPFxoWzujxUwD4fMkCHI6uBzJGo0pqWiyRUcGdOr+rdRo6Gug65cWe7Uzdk1LbOVbHqTmorbWRe7SK40erqKu1tVmzcuW1I3jg0SdRVZXtX2/gg7mv4Xa72bZ5PdkrlgAwZea9RMb2bG6xG2h2m53SYk/Xqwsh0ADJbgghLgwSaAgh2lVRUcG7774LwDPPPENoSFBAtgIFqgjcm5tuTSc2Lp6a6io2fLUyINdUVYXeKdHExof6f66ioiqd/3Wr6Rq6rlNe0nGg4TnejUvzZDOsFieF+Z72uJXlDbjdrethLr/6Oh587DeoBgPfbt3Eq8//jY/eeQOAUWPHcdl117HvQAGbNuVgsQT+obiw4AQAEZERxMbFBPz6P2UnsxuVP/ZShBAi4CTQEEK067XXXsNqtXLFFVdw0003oSgKoaFBXb6u3WkLWBH46UxBQdwxeQYAqz5fgqXBHJDrKopCUs8oeiRG+H2u2tntU7ono1FfU4ndZkE1GInp1qPD01yaC/cpP1+XU6O0xMzhgxWUnKjHYXe1OP6yq65l9uNPoRoMHDqwF03TGHLZ5dw+YWLzMeWVtaxZs5cTRdWd+yxtKMg9uW0q0N2szgWe7MYJimqPSXZDCHFekUBDCNEmq9XKq6++CniyGU0PgWFhXQ80OjsJ3FfXjLiRpF7JWBoaWPX50oBeOz4hnF7J0Z7+tT4yqJ3bPqWhgU5zNqNb916oqupDK1sdp2ZvNTVc03SqKi0cOVRJQV4NDQ0nH2wvGjiYyMiTxd66rrUKBu1OJ1u3H2bHjjyv2ZHOKDgPZ2h0htXZQH61J7vRlfbMQgjxUyGBhhCiTe+//z4VFRX06dOHjIyM5q+HhXauVqGJW3MFvAj8dKpqYOLUewBYv/oLaqoDuzUlOiaE1LRYVINv0YaKgtqJWo2mB/2yxkAjIclTkK3pbujgWVTXdVynDfLTdR2rxUxdbSVlJZXkHq3i2JFKKsrrmffqC9TWVBMWEYHBYGD/zp18/PZbuFwtsx86OkePl7B23X5qa7u+/e1C6DjlKx1PduNEndRuCCHOfYFp8C6EOO+43W5efPFFAH7zm99gNJ78dREW1rVA40xnM5pcMvwK+vYfyLHDOXyxdCH3PPBoQK8fHh5EWt848nKrcTk7frtvUAyeAMFXut4caJQXe+ZMJCSmNH9PU9yotB+8uHUXbs2Ay2Hn4P7t7N/zNVUVJc3fj+uWyOBLRlBems+hg/swBQXz4K9+g7m+jg/feM0TbLz1Jvc8/AhGU8vOW7V1Daxdt59Lh6bQr1933z/XafJzz+8ZGp3RlN3oFp5IVEjcBbmlTAhx7pOMhhDCq+XLl3P48GFiY2N58MEHW3yvK1undHRsTmtXl+cTRVGYNP1nAGzZuJaSE0UBv0dwiKf9bUhox+9tVD+3T2l4ggyH3UpNlacrU0Ji8snva1qHWQ2A48f38J/5/8O2Tcu47ZYbyczMZPXq1WRmZnLbLTeybdNSjuR8D8CoMfdgs0YRG9+Xux96HKPJxIHdu/jwzTdwOlu3y3VrbnbsymXL1sPYT6v78FVTRiNFAo0WJLshhDjXSaAhhPDqueeeA+Cxxx4jIqJl8XNXtk7ZXTZ0f97qd1G//oMYetmV6LrOZ1mfnJF7mEwGUtNiCY9sPwDza/tU4+wMgPKSQkAnMjqe0LCIFge5O/hZFublsPqzd7n1lpspKChgwYIFTJs2jdtuu41p06axYMECCgsLSU9PR1VVFFVF03Rqq+2Ygnpzx7TZGE0mcvbu4cM3XvcabIDOieIq1qzdS1lZvW+fr+lMXb+gZmh0RlN2o0ZqN4QQ5xgJNIQQrWzZsoWtW7cSFBTEL3/5y1bf78rWKZvz7GybOtWEqfegKAo7v9/O8SOHzsg9DAaVlNQYYuLab3/r60wNHR0aHyqbCsFPzWY0H6e723z4tNutbFj5MWPS01m2bBmJiYlej0tMTGT58uWMGTOGDSs/xm4/mXGKT0jj9jsfwGgK4tC+vXzw2r9xOry/XbdY7WzafIB9+wp9nrlRWV6F1WJDVVV6Jvf06ZwLkY5GRcOJxrkbZ7a+SQghAkUCDSFEK03ZjHvvvdfrw2lnt065NdeP8pDUs1cy14y4CYBlCz86Y2+FFUWhZ68oEnqEt3mMZ/tUx/vtT+32dHJ+hvfJ3Jru8rqF6sj+73G5nMyfP79FjY03RqORefPm4XI5OXLg+xbfS0q+iNsneIKNIwcOMO+lOVgsNu/rRudAThEbNx6gwez9mFM1ZTOSeiUSFNT56esXCpurgfzqI5LdEEKcEyTQEEK0cOjQIZYtWwbAU0895fUYk8mI0eh/ByXrGRrQ54s7Jk/HaDRxOGc/+/fsPKP3SugeQc/eUV7jCRUFQ0fD+/ST9RmaplFecloh+OmH63rz8ad+7dC+7WRMmdJmJuN0SUlJTJk8mUN7t7d6iE3q3Y/RE2dhNAWRf+wQ8154icLjVdht3rduVVTV89XafRQUVLV7z3xpbes3yW4IIc4VEmgIIVp48cUX0XWdO++8k8GDB7d5XGe2T9mcP16gERefwE23jQE8WQ1NOzPDApvExIaSkhqDqraONjqq0/DMzvA86NdUleJyOjCZgomOa7uzk6a1bHdrt1morixl6tSpfq176tSpVFeWYre1/rNK7JVG+qTZmIKCKS48RtZ/3uTowXIK8+ppqHe2Ck6cLhfbvz3Cd98dw+n0HpBIfUbnncxuVEh2QwjxkySBhhCiWVlZGe+99x4ATz/9dLvH+rt9yu6yntUicG9Gj59MSGgoRQV5fLdt8xm/X0RkMH36xmI0tfxVq6oGlHa2T7XYNlXcOKgvsTeq2t6vbL1F61yn0/OmOzY21q81Nx3fdP7pevTs0xhshFBSdJzspfOpqzZzosBM3tF6aqvsp9Vn6OTml7N23T5qqlvX5+Qfl9a2XeHJbhRLdkMI8ZMkgYYQotlrr72G3W7n6quvZuTIke0eGxriX6Bh/RGKwE8XERHJ6DsmA7Bi8adtdFAKrJBQE2l94wgOOVkj4ek+1cavX917fUZb26ZOpeknMyEmkyfjVF1d7dd6m45vOt+b7kmpjJk8m6CgEMqKc8leOh+H3YbT4aasxELu4VoqSq0tZovUm62s27CfQ4dLWrx9l2F9gSHZDSHET5EEGkIIACwWC6+99hoAzzzzTIcDwvzZOuXW3D+Zt6033z6O6JhYKivK2bx+9Vm5pynIQJ++sYSFnwzODIr34myNllmfsuL2C8FbOtnuNjgkjNj4HixatMivtS5atIjY+B4Eh4S1e1xCYgpjpjxMUHAoZcV5ZC+dh6OxW5XbrVNdaSP3SC0lRQ3YrJ75Gm5NY/eePL7ecgibzRPkydapwJHshhDip0YCDSEEAO+++y6VlZX07duXyZMnd3i8P4GG7SxNAvdFUHAwYydOA2Dl8kVYrWenbsRgUEnpE0NUTAgAShvbp07NZlgb6jHXVQMK3Xq0bm3rja5raLqGoigMGHINWYsXU1JS0vGJQHFxMYuXLGHAJdf4NIm6W4/ejJ3yMMEhYZSX5LNyybwWrXF1HeprHRQcr6cwtx5znQNd1ykpreGrNXvJzy+jtNgziFACjcCR7IYQ4qdCAg0hBG63mxdffBHwdJoyGDruKOVPjYb1RywC9+b6kTfTPTEJc309a1Z+dtbuq6oKvXpHEZ8QhoqXonBdb/Fg2NRtKia+O0HBIT7fR9M9heEXXXwFRqOJWbNm4XK1P7Xb5XIxa9ZsjEYTFw2+wud7xXfvxZjGYKOitICVi9/2WkhutbgoLmwg70gd1ZU2Gix2Pl+xFYCIyAhi42J8vqfo2KnZDYdkN4QQPxIJNIQQLFmyhGPHjhEXF8f999/v0zm+Tgc/25PAfWEwGrkz424A1qz8jLramrN2b0VR6JEYSWLPSAxqy0BD01t2wiprmp/hQ31GC7qOhpvg4FBuGnMPK7OzmThxIsXFxV4PLy4uZuLEiWSvymbUmJkEB7c/dPB08Qk9GZvxCCGh4VSWFfHl4rexWb1nsZxOjYpSK7mHazl2yBNIxcbHY27oeOaG8J/N1UCBZDeEED8SCTSEuMDput48oO8Xv/gF4eFtD5s7VWiobxmNH2MSuC8uu/JaUtP64bDb+XK5f3UMgRAXH0Zqn/iT7W9PmZ3RpKnjVIJP9RktaZoGOvROHchtd97PmrXrSE5OZtq0aWRmZrJ69WoyMzOZPn06ySkprFmzjlvH30ev1AGd+zzdkhqDjQiqyk+wsp1gw7M+nZKiUgCCQqJZsXwnubnlnbq3aJ9kN4QQPxYJNIS4wG3evJlvvvmG4OBgnnjiCZ/PMxhUQjroPOXW3DjcP8031YqiMGn6zwDYvP4ryst8q2MIpKioYPqkxWMwqi1mZwC43S4qy4oA3zpOtXayMLx36kBuHX8/brebpUuXMmPGDEaPHs2MGTP4au0GLr8uncn3/paklH4t1uCv2PhExk19hNCwSKoqivky6y2sFnObx9fXeob5hYbFkHusliVZO1n55Z7mQnERWJ7sxmHJbgghzhrvbU+EEBeMpmzGfffdR/fubQ+E8yYsNAibzdHm939KReDeDBh8CYMvGcaBvbtYsfhTHnj0ybO+hsiIUJL7RJCfW4PjlJfNVWUn0DQ3IaHhREbHderauu5G11UURaH0xHEAeiUP5JYxP8Nsq8VkCsYUHHJya5uu48KFEZPXqea+iInrwbipj/BF1ltUV5bwZdZbjJ3yMKHhka2Ora+tBCAyOh4Am9XNju+LOJRTwY039mfIJUmYgvyfQC/apqNT0VCM2V5L98jeBBn8H7wphBC+koyGEBewgwcP8tlnn6EoCk899ZTf54d2UBD+UysC92bitJkAfLfta/Jzj531+xtUIyaTkaTkEEJCTz5Ul50yP8OXDlBtaSoMLzx+EIA+/S4hODSMyKg4QkLDMXgpSHfrzhZTxv0VHdudcRmPEhYRTU1VKV9kvYWloa7VcU0ZjdMDqQaznZVf7uPTj75n/54SGhraDmZF59hcFgqqD1NtKZfshhDijJFAQ4gL2AsvvADAhAkTGDhwoN/nt1cQ7vgJFoF7k5yaxpXX3gDA8kUfn/X7K3i2cRmMConJoYRHehLNXanPOJWua1is9ZSV5AGQmnaJtwWcdo6OW2+/S1VHomMTGJfxCOER0dRWl/HFojexmGtb3KM5oxHVOmOj6zqFRVWsXZvDutVH+OHbQqoqf/qB67lER6fSUkJR7TEcLqndEEIEngQaQlygSkpK+OCDDwDPgL7OaG+Wxk9hEriv7pxyFwaDgQN7d3Fw/56zfn+9MX2gqgrde4YQFWM6ZSK4b/Mz2lOYexBd14lP6EVkVGyr76te/inwzOPoWqAYFdONsVMfJTwyhrqaCr7IeouGxmDDZjHjcjlRFIUIL2tqUl9v5cDBIo4eLue7bQVs2ZhLUWEtbrfW5jnCPzaXhYIayW4IIQJPAg0hLlCvvvoqDoeD6667jhEjRnTqGm3N0vAUgZ87b0i7de/BDaNuB2DZwo/O6sOWW3N7CrAVz69jT3ajAavFjKoaiO/eq8v3KMzLASA1bYjnC6d9PkXx/k+Bprlbtdz1V1R0POOmPkpEVKwn2Fj0Jub6GurrPNumwiNiMBjaLxd0udwcOVZKfmEltbVW9u0qYdO64xw9XInD0TLzous6VZXVFOYXUVVZLQ/OPpLshhDiTJBAQ4gLkNls5vXXXwfg6aef7vR12spoeIrAz60HvLETpxIcEkL+8aPs+HbbWbuvU3OAQotaiYLjnsLtHr16YTKZunR9TXNzIu8wAClpFwOt/2Q8E8q914FouqtLnajAszVqXMajRETFUV9byReL3mzO2PhT6F5eXkdOTjFWmwOH3cXRQxVsXHOMfbtLOFFYwXtvfciY6ydxzaCbuPmKsVwz6CbGXD+J9976kLra1jUiojXJbgghAkkCDSEuQO+++y7V1dVcdNFFTJw4sdPXaatGw3YOFIGfLjIqmlvT7wTgs6xPcHcwSTsQdMCleVq5njq8r+CYJ9BIvagvSclhqIbOF4OXlxTgsFsJDgkjrkcb2RGl7awGOrh0V5fjxoioWMZNfZTI6HjMdVXs2LYa8C/QALDaHBzMOUF5hSdw0DSd1V9sYMyI8fzzzy9y5RVXtZgTctUVV/PPP7/IqMvGsGnt1137EBeIpuxGoWQ3hBBdJIGGEBcYl8vFiy++CMBvf/tbDIbOtw8NDjaeHDjXyOG2dXlv/4/l1jF3EhEZRVlpMVs2rj3j93NpzuatSYqiNj/sN2U0kvumERJmoGdKGEZT535dF+UdAjyzNFB0z1YtL9rtbBWATlQAEZExjJv6KFEx3XA4PPNVgoL8m0IOnuAiv6CSo8dL2b3rB958+R/cPGoUBQUFLPh0AdOmTeO2225j2rRpfPrppxQUFDDyxht5eOYvJdjwg12yG0KILpJAQ4gLzOLFi8nNzaVbt27cd999XbqWoiittk+dCy1t2xISGsrYCVMB+GLZQux2G7quY66vo7K8DHN9XUAfuFzulm1bVcWA3WajtOgEAMlpaQAEBav0Sg0lOMT/oLAw11Of0TttEABO3dFcfN7i3qi0NzyjuRNVFz9+eEQ04zIewWD0bAk7fOA76moqOnWt0tJK3nvjZdLT01m2bBmJiYlej0tMTGTZ0mWMTh/Nr2c/I9uo/CDZDSFEV8jAPiEuILquNw/oe+KJJwgN9f9t8unCQoMxmz1vpzXdjcP105wE7qsbbr6NtatWUFlexvzXXqKyopSSE0XN30/s2YsbRt3ONSNGERYe3un7aOi4tJbbswyqgaK8PHRdJzoujqiY6JPfM6okpYRSdsKGxezbti5zfQ01laUoiuLJaNAYMODlfMUTOLYXSOm6hqa4UenaEL2wiGiCgkKwupzYbRa+aBzqFx2b4Nd1juz/HpfLyfz58zEa2//nzGg0Mm/uPFJSUliy4DPue3hmVz7CBacpuxEX1oOY0G5dmu3yU6LrOpWVlZjNZiIiIoiPjz9vPpsQPwWS0RDiArJhwwa+++47QkJCePzxxwNyzVM7T3myGef2Fguj0cRlV16Hqqoc3LeLG28Y0WLP/403jGBp5oc8+8zj7N+zs9P3cbmdrTILiqJSeNwz7yI5rU+rc1RVoUevECJjfCsQb9o21T0pleCQsOavuzXvmYk26zROEYhOVC6XE6ulHvDM27CYa/ki601qqsp8voau6xzat52MKVPazGScLikpicmTJ/OfeZ+iadIe11/nU3ajpqaGOXPmMHjwYBISEkhLSyMhIYHBgwczZ84campqfuwlCnFekEBDiAvI888/D8ADDzxAQoJ/b4/bcurWKds5NDujLfv37GTdqhWkp6dTWFjIggUt9/wvWLCAgoICbh41ijdf/kengw2n2/u064LjuYCnPsMbRVFISAwhLqHtGSZNipq2TfUZ3PIbOri91NF4m6fhjaa5urSFzFxXDYApKISxGY8SG5+ItaGeL7PepLqy1Kdr2G0WqitLmTp1ql/3njp1KnnH88hesZu849W4XBJw+Otcr93Izs4mNTWVp59+muHDh7d4kTB8+HCefvppUlNTyc7O/rGXKsQ5TwINIS4Q+/fv5/PPP0dRFJ566qmAXTc01JPROJeLwJtYGhp4542XSE9PZ/ny5e3v+V+2jPT0dN554yUsDf4FWJqueZ28rWlai0Lw9sTEB5GQFHL6UO9mLqeD4oKjnms11mecStfdrR8SlQ6Kwk/h7kLb2+aJ4NFxhIVHMjbjEeK6JWG1mPky6y2qK0o6vIbT6XmjHhvb9rA/b5qOr6mqJ2d/GRvXHiXnQBlWq9PPT3Fha5ndOHe2S2ZnZzN+/HhGjhxJQUEBn376qffmASNHMn78eAk2hOgiCTSEuEC88MILAEyePJmLLrooYNdtymicy0XgTbZ/vR6nw+H7nv9583A6HGzfssGv+zjayGaUl5Rgs1gwBQXRo2fPDq8TGW0isXdoq85fAKVFx3G7XYRHxhAb3zJgagoPNN3daguV4us/C10oDm8a1hcZ5WltGxIazpgpDxOf0BOb1cyXi9+iqqK43WuYTJ6/d9XV1X7du+n4nAN7cdjtuJwaeceq2bTuOLt+OEFNtdXfj3NBs7ss5NccOSeyGzU1NUyfPp309HSWLl3a7ouEpUuXkp6ezvTp02UblRBdIIGGEBeA4uJiPvzwQwCeeeaZgF47LCz4vCgC13WdzetXM6UTe/43r1vl80OWZ3aG90Aj/5gnA9G7Tx+f2w6HhhvpmRqK0dgy2ChsrM9I7jPYS5bCs1Zd19BouXXIlzqN5qt0Mtior20MNE6ZodEcbHTvhc3awJdZb1FZfqLNawSHhBEb34NFixb5de+FCxdiNBr56J03eOYX9zP/tRfZ9cO3OB0OSovr+WZLPtu/zqP4RB2a9tN+cP7paMpuHP1J/x54//33sVgszJs3z6cXCXPnzsVisfDBBx+cpRUKcf6RQEOIC8Arr7yCw+FgxIgRXHvttQG9dmhIEDanlXO9CLzBXE/JiaJO7fkvOVFEQ4PZp+PdmqvNYuq8o55AI7WffxmnoGADPVPDCAr2/ErXdb25ra23bVOn0rSWWY32poR7o+ua31vmTm6dim/x9eCQMMZMeZhuPZKx2yysXPw2FWWFXq9hMKgMGnoNWYsXU1LS8VYr8ATcS5YswdU4jNHlcvHDt1t5+5V/8bsnHuCDua+yb/cOqirM7NlRzOb1xzl+tAqn89zeEni22F3Wn2x2Q9d13njjDTIyMvx6kTBlyhRef/31n9znEeJcIYGGEOe5+vp63nzzTSDw2QwAo1HFpfx032L6ym7zfIbO7vm3W33bctNWEThA/imBhqL410LWaFLpmRJGaJiB2upyGuprMBiMJPXu18GZestAQQHVj6wGeLZg+dOJyltGo0lwcChjJs8mITGlMdiYS0VpwcnlKWA0Kmhunb6DrsBoNDFr1qzm4KEtLpeL2bNnExQczJ/+9gJjJmQQHhHZ/H273c72rzfw+ot/5/e/ms3H777Jzu9/IGd/CRvWHOPAvlIsDW3/2YkmP83sRmVlJTk5OWRkZPh1XkZGBjk5OVRVVZ2hlQlxfpNAQ4jz3Pz586mpqWHAgAHceeedAb++1dlAUMcNkH7ygkNCgM7v+Q/2YSaJjo5L81503GCup7zU82Y+pW9fDKr/sypUg0JicigVJUcASEq+CKMpqIOzPMXpLRJSnZgj4OlE1XGwoev6yYxGVOtAAyAoOJT0SbPpnpSKw25l5eK5lJfkN28Pc7l0UDxByU1j7mFldjYTJ06kuNh7XUdxcTETJkwgOzubWY8/Rc/eKdw55S7+9+W3mfWLpxgw+JIWx1ssDXy9YQ3//tdf+OOTj/DJe2+zbtVWNq49yo7viqiqPPfrkc60puxGlaXsJ5ENMJs9GcfOvkior68P+JqEuBDIwD4hzmMul4uXXnoJgN/+9reoauDfLdTZqggOMVJfd2731Q+PiCSxZy8WLVrEtGnTfD5v0aJF9EjqSVBoMDp649Yj77zNzmiSf+wYAN2TkjyDAHUdFwr+bklTFIWi/Mb6jLTBbRx1+jU9tRYGxfNPgoqK1ol7u3U3Rk/rqjaPsVnMuFxOFEUhIqrth76g4BDSJ81i1bJ3KD2Ry8ol80ifNIvuSaktjuudOpCxEx/mqy/eIyUlhcmTJzN16lRiY2Oprq5m0aJFLF68GF3XiU/oQf9BFzefazAaufyq67j8qusoLS5i07rVbNu8HqvlZBex+rpaNq7JZuOabGLi4rn8quu44prruWT4JaSmxZLUM8prMX5HdF2nuqoGS4OFsPAwYuNizsNBcTpVllIa7HV0j+xNsDHkR1tJREQE0PkXCZGRkR0cKYTwRtF/Cq8ahBBnxCeffMI999xD9+7dycvLIyQksP/QuzQXuVUH2b+3hMK8moBe+8ewbtXnLM38kIKCAp/2cRcXF5OSksKYjKmMuOVWFBQMqhGjasKoGlttQbI4za2mgTfJXrKY9Su/5MoRI8i4934AHC47up/1D1aLlX/97g/ous5jv/8LDmtIq3DBrTm9vmU2qMbmYnC3jxmKVhQFo2Jqs8yjrDiPFZmvEREZy/QH/9DBpRQ0t50vF8+npOg4pqBgRk+cRY+efZqPMapGTGoQdpuFstI9fLNlbatJ7pdffT3rVn2O1WLhlvTxZNx9X5v3dNjtfP/NFjatW0XesSMt1nLqzyw+oTtXXH0919xwIyNuGk5yagxBQR2/u6urrWPxp8v55L2FHDtyvPnrfS9K4+77pzHlrglERUd1eJ1zj0JcWHdiQxPOekBlszkpLKrg1ltGcO21V7FgwQKfz50xYwa7du3iwIED52EgKMSZJxkNIc5Tuq7z3HPPAfDEE08EPMgAqLdVAzqhoefHr5JrRozi86WZzJo1i2XLlrXbmcblcvHggw963opfex1wcmtU0/Yog2LA0Bh0KKhtBhkAeY0dp1L6nqypMKgGXG7/Ao1jB3PQdZ0ePXuRkpZEg9lJSWFDiw5Kbb1d8mQk1MZ5GmrnAg1dx40LA0avwcapMzTavgYYTQpul46iBnH7xFl8tfxdiguPkr10HqMnziKxVxqKomBQPVPSQ8LCuX3cnYy+404aGszYrVaCQ0MJD49AURSSU9N4a86/WJu9goGDL+GS4Vd4vXVQcDDXjbyZ60beTH7uUTatXc232zbhdHjqM5qygpXlZaz6fCmrPl9Kj8SeXHHtCMZOSGfkzcMIj/C+l3DT2q/59exnsFptZGRk8I+//7M585KVlcU///wir/zzdebMe46Rt4zw9Sd+jji72Q2r1UHRiSoKCyspr6jDYFCZcdfPeenFv1NSUuLzi4TFixfzwgsvSJAhRCdJjYYQ56l169axY8cOwsLCePzxx8/IPepsnm0FISGmM3L9sy0sPJwHH/sN2X7s+Xe5XBQcP+b1OLfuxuG2YXGaqbNX4XTbGzMFLR/13W4XhY0TwU/tOGVQDPjTAQrg8N79AAwaOhSA8AgTvVIjMBh9+HWv683tbn2dEu79Mm13omqvEBzAYFBQVU8dRtNPyWQK4vYJD9AzuT8up4NVy+ZTXHgUkxqE2vjzCQ83oaqKZ0tWRCTxCd2JiIhsfkC89LKrGHX7WAA+mPcaNdWVHX6OlD79mPngo/z9pbeZNvNBEnv2QtM0NM3zMwoLj0BVDZSWnOCLpQv55YOzGTcyg/9+6nl2fHewxbU2rf2ah2f+kpE33tj+oLgbb+Thmb9k09qvO1zfucjutlJwhmo3LFY7h48Us27DXlZ88T07dh6norKePn26M2b0cBK6RaDrOg8++KBPzQMeeughwsLCuPfeewO6TiEuJLJ1Sojz1NixY1m5ciVPPPEE//73vwN+fYvDzIk6z9aP6ioL324t6OCMc8f+PTt5542XcNjtTJ48mWnTpnnd8x8RFUVdTQ0Gg4Gp9z/A8KuvafOaDpetRYZAUVRU1YBBMVCUl89r//v/CA0L479feKlFLY3TZfe5fayuw3O//xOWBjMPP/0Maf0HnLyOw82J/AYcDrcn49Lmr34Fo+rZ+tTWFitfqaoB9bTuWRtXLeDIge+54roxDLv6llOOVVAUcLvbvp/L5WTNZ+9TlH8IozGIOyY/Su8Uz2dM7BVFXFz7BflOp5MX/vYnCvKO03/gxfzqd8+i+lF0r+s6R3L2s2ntKnZ+vx13Y7YpODiEiKhoqivLm4MQgD79LmLM+NsZN+kWZk54gJE33siypR1nyiZOmsimjRtZv2PlebqNyiPYENrl7IbFYqegsJKiE1VUVrYs2O7VM44hQ5KJigzlb3/7G88++yzgyUqNGTOGefPmkZSU1OqaxcXFPPTQQ2RnZ/P5558zevToTq9PiAudBBpCnIf27t3L0KFDUVWVw4cP07dv34Dfo6S+ALO9BgCr1cmmtd7f6p+rLA0NvPHS/5Kfe7TF28+ExES69ejBgV27MAUF0af/RRzetx9FURg/fQbX33Jrq2vputZuq89t6zeyclEWAy65hAee+FWLYmq35sbl9q3Q/kRuPm8//wKhYWH86fkXWw39c7s1igsaqDdb2wk0QFUMqKoBTXP7PSPjdKfWfQB8vvANSk8cZ9SYe+g7cDgKoBo926R84XI5WbviAwrzcjAaTYyb9CjJqQO5aGA3goI6DhrKSor5x5//C7vNxriJ07hj8vROfa662hq2bFzL5vWrqa6saP56Ys/eGAwGThTmtwjSDAYDhYWFftX+/P7//pb7Hp7ZqfWdO/yv3TCbbc3boqqqW8+vSegWxdChKcTHRaJpGk899RRz5swBYOq0B+k/4BLmvPQsDofNa/OAJUuWEBwcwuLFWRJkCNFF58fGaiFEC88//zzg6QF/JoIMt+bCbK9t/u/gYKPn4fg8em8RFh6Oy+XE5XIxetJE+gzoT3RcLGHh4ei6zgevvk7uocPYrFauGnkD327azGcLPqXBbOa2Oye0eGhya+0/rBc0dpzq3ScVu8uKohgwqAZURcWgGHzuPpXTuG1qwJBLvE4WNxhUeqZEUJjvoKG+7a0jmu5G0VVURe1yoHF6J6r6upNbpwwGBU3D5yADwGg0kT5hNl99/h55x/bx+dI3mTj1US4e2sOn87snJnHXvQ/z/tuv8OXyRfQfNIQBg4f4/bmiomMYc+cURt8xkX27d7JpbTb79+yk5ERh8/eTU9NoqK+nsCDX74nzU6ZM4eN3M7n3oXvO8/oA32o36uutzcFFdU2D12NiYsIZOiSZxERPN7Om2Snvv/8+APc/8GvG3TEDgNfeyGLD+i9ZvXoJCxcubL5GUs9kJs34OdeOuInuvVMC+UGFuCBJoCHEeaaoqIiPP/4YgKeffvqM3KOusQi8iaoqBAcbsNva3/d8rrA0NLB101pOFOYDsGrpMsCTzbhixHUMu+ZqJs68mzf+/k8Kjh1n0KWXcvP4caxb8QVrP1+Bub6OiXfP9GyB0j2BWXsKjnu2oCX3TQNA193NReCKoqKhg66jKG03z1UUAzl79wAwsLE+wxtVge49Q6gqd1Bb1fYAOk13N7a79b/NbQu6jgsXRky43E4sZk+AGhPbrd1tUm1RFQPBQcGMvXM2Kz+bT+6xvSxb9AaJPSMZcullPl3j6utHknNgD9s2reO9t+bwh788R2RUtN9rAc/2sKHDr2Do8CuoLC9j84av2LpxLXW1NezbvaO5W5W/E+czMjLIzMykprqW2LiYTq3tXNJUu3FqdqOu3kph47aomjaCC4Dw8GAuuTiF5OT45qDMZrNx1113sWzZMlTVwGOP/5GbRo095ZxIxt0xnbHjpmE212G1WggNDSMoNJg6m6d+Z+v3++keH0fPHt3P7IcX4jwmxeBCnGdeeeUVnE4nN954I1dfffUZuUedvXUv+pDQ86MgfP+enTz7zOMsX/QxkydPJjMzk9WrV5OZmcnNN97IV8s+Y87//IXK0jLSp0wCYO2Kz7l4+DDG3zUdRVH4ZuNGPpn7Fi6nszEj0PYDdW11NXXVNSiqSs/U1m9QPXUdOm7d2djRyoWma62uWF9TS0lhIYqiMGDIJa2ucypFUYjvHkx8j7YnLeq6hobm95TwNi6GW3dirvP8vTEFhWAM6njA4ekUFEwGzwBCg9HEmAmzSbvoUtwuF2+/8i/27vze52tN/5mnuLu2ppr/zHutRW1FZ8UndGfi1Hv424tv8MCjT3LRwMHN26c6Oyiuwdz2A/b5Rye/NJ+132zl85Xfkr1qJ/v2F7QZZIQEm7hseBpjRg8nJaVbc5BRV1fHuHHjWLZsGSZTEE8/8/cWQcapFEUhMjKa7t2TiIyMJtgYgtJYV6RrGqs2foPFaj0zH1eIC4AEGkKcR+rq6njzzTcBeOaZZ87IPazOBpxeagbOhxa3+/fs5M2X/8HNo0ZRUFBAZmZmi85ACxYsoKCggFtuvplP3ppLVGwMF108GLfLxZL/fMRl113L1Afvx2A0sveHH3jv36/QYGm9h/xUBY3dphJ79SQ42PuDvyeP4cks6Gi4dRcuzYFTc+HW3GjoHN7n2TaV0rcv4Y3Dybw5NUCJjg2iR6/QNufraZq7U1PCW91TB8UAdbXlgGfbVGe2AxlUY3OXKQCDwciYCbMZfsU1uFwu3v73c+ze8a1P1woODuHBx36D0Whi3+4drM3+3O/1tMVoNHHltSP4zR/+wm/++Beg84PiwiPCA7aun6r6OjtHDlXw9YbjbNmYS87BE+SV5tPgqPN6vNFoYMjFyYxJv4yL+iW2aJ5QXl7OLbfcwrp16wgNDeOPf3qRK68a6dd6Qkwng2CLxcbKDdsCEogKcSGSQEOI88jcuXOpq6tj0KBBjBs37ozco85W5fXr53qLW0tDA++88RLp6eksW7aszf30iYmJLFu2jPT0dLLe/YDRkycSEhrKibx8vl69hiGXDWfmY48QFBzM0ZyDvPvyHMz19V6vBVBwrHHbVFpam8cotNVuVkPDjaa5ObBnFwD9hwzxq1YmPNJIUkoYBoO3B3+98VqdDzYUVfHUYrh06moaZ2hEtTNDow2qonq6YZ0mKiqEBx97ksuuug632828V19g1/ff+HTNXsmpTL3nfgCWLfqI3GOH/V5XR/r1H9Q8cd4fi7IW0feiNGJiO7el66eurtbGoYPlbF5/nK2bcjl2uJIG86lb+XQsjnqqLGXNc2lUVaH/RUmMG3MZFw/ujcnUsg6poKCAG2+8ke+//56oqBj+58+vMuSSy/1eW4gxrMV/l5RWsvWHXX5fRwghgYYQ5w2n08nLL78MeGozTn3LFyinF4GfKuQcz2hs/3o9ToeD+fPnt9t+FMBoNDJv3jxcTifHcg4xdloGAOu/XElJYRF9Bw7g/l//kvCICIoLCnjnxTlUV3qf23B6fUZblHb+PF1OF8cO5gBw0ZBB2F1WHC57Y3va09/Etg5CQkIN9EwNw2RqfQ9N1zqV1FAUUA0KuqY3DwtsmqER0d6wvjaY1CCv4U5EVAgGo5EHHv01V1wzwhNsvP4iO77d5tN1b7j5di678lo0t5t33ngZqyWwW5UUReGGUbezePFiSkpKfDqnuLiYJYuXMGLU7ZSWmFsMWzyX1dbYOHSgnE3rjrFtcx65R6uwNLRdJwSeFsvVlnLiehgZM3o4w4f1ITi4dcB56NAhbrjhBg4ePEh8fHf+719fp2+/QZ1ap1E1NQ+CbLJr31GO5OZ36npCXMgk0BDiPLFgwQIKCwvp0aMHM2eemZaY9fYa9DbqDc7lGg1d19m8frXfnYEmT57M95u3MPTKKxh46VA0t5sl//kQl8tFz5Rkfv7kE0THxVJVXs78F16mtOhEi2s4HA5KCjxdijoMNBrzGt7kHzmGy+kkKiaGHj17Nn4mNy63E4fLht1lw+V2oGnuNpMdpiCVnqmhBIec3q1KR/Onm5jiaVerA9ppxd5NHacioqL9yroYFWObtSIREY01GwYD9z38S666bmRj0PAS33+zpePlKgr3PPAo8d0SqCwv46N33wr4ILlrRozCFBTErFmzfBoUN2vWLAwGI4OHXsXuH06wef1xco9V4XR2rQPY2abrOjXVVnIOlLFx7TG2f51H7rEqrBanz9dI6BHBdSNTSR0UQqWjALurdb3EDz/8wA033EB+fj5JPVP469/epFevPl1a++lZDYB1W36gutb7ixYhhHcSaAhxHtB1vbml7a9+9StCQjo/AKs9TZPAvTmXMxoN5npKThT53Rlo6tSplJeUYLNYufOu6YSGh1NadIKNK7PR0YnvHs99v/kFCUmJmOvqePflV8g/enLeyIn8fDRNIzI6mugOioU9YUbrd/oKanN9Rv8hF3uvfdA13JoLp9uO3W3Fpblw61qroNFgVElKCSUsovWfpS+P3k2TuTWX7vUEc63n709EZBwu3eXTRRVFwWDwHsQGBRtazM4wGAzc+9AvuGbETWiaxntvzuG7bZs7vEdYeDgPPv4bVIOBHd9u5esNX3W8MD/4O3F+5cqV2O02/v7fT7E080MK8wo5dKCcjWuPcXBfWYdZgB+TrutUV1k4uN8TXHyzJZ+8Y9XYrL4HFwAxcaFcdV0yl13Zi8goT+2Sw22joOYolQ2lzcHgxo0bufnmmykvLyet70D+8tfX6Zbg28uC9gQbQ5s/j7m+jsryMqqrqvhy3VYcTv8+ixAXsnP3yUAI0eyrr75i165dhIeH8+ijj56Re1idDTjcbQ+dCwk5d3+d2G2ez9XZzkB2u43Y+HjGz5jGwnfeY9Oqr+g/5GISU3sRGR3Nz3/9GAvffo+CY8f54NXXmfbg/QwcesnJ+oy+aT4VRyuqCqfN5FAUhcP79gEw4BLf5kHoaJ6uUjp4qj8UFFVFQUFVFXr0CqGyzE5dteeBSsGzhQrFW6jjqcNQlNYZjBb31HXMzTM0Yj2dqHBiwNRuCYhJDfIaYAFERLYunldVAz+b9RiKqja2r30FTdO4+vob274J0KdvfyZOvYclC/7Doo/eJa3fAHolp7Z7jj8uHjqcR5/8PfNfe5Hk5ORWE+cXLlzI0qVLMZmCuOq6kRw6sJea6ipWf7GMr75czuBLhjHyltE4HZeTn1dD9+7hpPaNJTau9Zv3s80TXFgpLamntNiMw975NtcRkcH0H9SNhO5tNTTQqbaW0eCo4/tNe7hnxkxsNhuDLx7O737/HGFhgSmet1ktbPwqmw1rv6TkRFHz1xN79mLT2qn871/+TExMTEDuJcT57Nx9MhBCNHvuuecAmDVrFnFx/u9/90V72QyAoCAjqkFFc5973VmCGzNAne0MFBzsOX/I5ZdxYNdu9n7/A8s+/IRZ//VrjCYToWFh3P34bJa8+xGH9+3n07nzmTjzbgqO5QKQnNbHp/ud3D518mdcWVJOTWUVBqORtAH9/Vq/h+a5muZuvIOCqqjE9wjBaFSpKj/ZYUzXtRZTvmmsw3C79A7LxW3WBlwuJ4qiEB4Z03g9HTcuDBi9BhsGxYBBaXvat7dAAzzBxswHHkVVVLZsXMMHc19F13WuGXFTu2u8JX08OQf2sn/3Dt554yX+63/+0fxnGwgXDx3O1SNuYuOalXz55coWBeJGo5FBQ4Zx/yO/JDQsHLfbzd6d37Np3SoO7N3F/j072b9nJ7Fx8YwYdTvX33gLZaVmIqND6JMWS4+kSFT17A320zTPtqiS4nrKSroWXIBn6+VFA7uR1DPSp6B74YIsfv/L/4PL5eLyK0bw1FN/I6iNrm3+2rlzGy+/6JkcPmXKlFaTw+e98RofvvsOixYtJD09PSD3FOJ8JYGGEOe4Xbt2sXr1alRV5Te/+c0ZuYdbc7dZBH6q0FDjaZ1jzg3hEZHNnYGmTZvm83mLFi0iITGR0PCTb5XHTZtK7uEjVJSWsuHzbG6dNB4AU1AQGbPv5YtPFrH7m+9Y+p+PMAZ56gs6qs9o0rR9Smv+b5VDez3ZjLQB/QPwoKWjo+PWNdAhIlZFMQZRUeJAwTMlvKkHlafQGzQfggwAc2MheFhENAbDyX96dF1DU9yotAwoFBSMjTMzvFFUhbCwtuuCVFXl7vsfRlVVNq9f3Twr47qRN7d7zr2zf8H/PvsMJSeKWPjhO/xs1uM+fDrf6LrePOvj7gceof+gIditVnZ9/w1Zn75PbU0VoY1v5A0GA8OuuJphV1xNWWkxX6//iq2b1lFdVcmKxZ/yxbKFDLv8am68ZTR1NUMIPmAiNS2G3skxmILaDs66QtN0qiotlJWYKS2px+noes2IKchA34vi6Z0SjcHg227u/8z7hL/84X8BuOq6kdz/0K9RvDQy6IydO7fxz//9L9LTRzN//vxWNVvTpk2jpKSEWbNmMX78eFasWCHBhhDtkBoNIc5xTbUZ06ZNo0+fPmfkHp4i8I4zFedqQbiiKKT1G0hWVpZfnYEWL17MsGuubvEGNiwinHEzPLUe29ZtpODo8ebvGQwGxt8zjWtv9rxZdzkcKIpCj169fF/rKd2nVFU9uW1qiG/bpvyZ8q2jERap0L2XERQNXdfRFTeqqqC5db+KppsKwSOjWm9P0zS3Z2vWKYyqqc0tUwDh4aYO3+Crqspd9z3Ejbeko+s6H85/na83rGn3nMioaO5/5FcoisLWTev4duumdo/3R/7xo1RVlhMUHMyQSy8jIiKS+ITuXHX9SFRVpSDvOBVlpa3O694jickzfs7/e/FN7nv4l/S9aCCa282Ob7cy55//l7/+4UlWLl/Gru9z2bD2GPv3ltJgbj3rpjM0TaeirIG9u0tY/9VRfvimkML8mi4HGQajSr/+8Yy8uS+pabE+BRm6rvPv599sDjJuum0s9z70BKg6NZZyGhx1bTar8EVDQz0vv/gs6emjfWpxPXr0aKZPn05NTU2n7ynE+U4CDSHOYQUFBXz66afAmRvQB23PzjjduVin4Xa7WZr5IVs3rUXXdR588EGfOgM9+OCD6LrO1rXr2b9zd/P3dKD/0Iu59JorQdf57KMFOOwnszyKqnLLpDsYPHyY53hd54vMhbjdvj24qad0n7JZbOQ31nn0v+RiPz61f0LCDCSmBhMUouJ2uXG4PNPJvU0ob0vTVPC2Wttqmqs5cFEVAwa1/b9LEVG+bWlSFIXpP5/FqNs9k6E/fvdNNq1b3e45AwZfwpgJnpbFn7z/NmWl3ou3/fXDt1sBGDrsCoKCTmafIqOi6T/IEyju+K7ttrymoCCuvv5Gfvvff+OPf32eG26+neCQEEpLTpD1yXv88TeP8P7br/L1uu/4ekMuP3xbSGWF/+163W6N8jIze3cVs/6rI/zwbSEnCmpxBaDrlaIqpPSJ5YZRafQb0A2j0bfHEE3T+H///S9e+efrAIybNJ1pMx84pY23Z+5GtaUcp9a5Yu0N67/A4bD51eLaYrHw/vvvd+p+QlwIJNC4wOi6TkVFBbm5uVRUVAS8jaM4u+bMmYPL5eLmm2/miiuuOCP3sDkt7RaBn+pcy2jU1dbw6vN/ZfUXywAYetmVZGdnM2HChHY7A02cOJFVq1YRHBJOQ30dmfPm8+Hr86itacr86Nw+ZQKRMdFUV1Sy7rMvWlxDURRCwk4+KO/Yup3Mee/gdPi27ayxbJtjBw6iaxoJiYnExsf7dK6//4vXdR2jSSE4WKV7rxCCQlR0NLTGbVaa7sbdFHR4bzYFnJyh4S2j0cTd2InKZDB1uB2rqa2tLxRFYeo9D3BL+h0AfPr+22z4amW754ydMJV+AwZjt9l45/WXcHax05Cu681BxGVXXdfq+01f29EYjHSkV3Iqd9/3MH9/6W1m3Dubnr1TcDocbNu0jn/95Q/888+/Y/nC5WzdeJQtG3MpKqjF3U79lNutUVZSz56dxWxYc5Qd3xZxorAOlzNwNVdJvaK44aY0Bg3pTnCw7y8lXC4Xv//l/+H9tz8CYOrMB7hj0jSvtRxuzdmp7Iau66xevZQpUzL8bnH90stz5N9SIdoggcYFoqamhjlz5jB48GASEhJIS0sjISGBwYMHM2fOHEn9noNqa2t5++23Ac+AvjN2Hx+zGXButbg9evgg//if/+LQgX0Eh4Qw6/GnmPXYbzCaTGRnZ5OcnMz06dPJzMxk9erVZGZmMn36dFJSUli7bh33PPYITzz731x61U0oqsqR/Xt49S9/Z/OqDWiaRkhoKOPv9tR7fLfxa47ntJw6XXg8D4Drb78Vg9FIzp69/Oe1N7FaLB2uXVUNqKrKoaa2tv5kM/x4HlINCkajisupo+tgNCn0SA4mJEw9bQ5GY9CBG013NwYdLR/zTs7QaKdZga43Bmrthxmnt7X1haIoTLnrPm4dcycAmR/OZ/3qL9s83mAw8MCjvyY8IpKCvOMsy/zQr/udriDvGJXlZQQFebZNnW74FZ4teHnHj1JZXubzdUNCQ7nxlnT++NfneepPf+Wq60ZiNBrJzz3GR+++yR+ffJh333yDNSu/Y9O64xw9VIG9sXDb7dYoLa5n945i1n91lJ3fn6C4KLDBBUC37uFcN7IPQ4cnEdpOXY03dpudJx54iiWZn3lqaB56gptvH9fBWadkN9y+Be/19bUUFeYxdWqGX+ubOnUqebnH+X73Hr/OE+JCce48FYhOy87OZvr06VgsFjIyMvjrX//a3EEjKyuLp59+mmeffZbMzEwpajuHvP3229TX1zNkyBDGjh17Ru7haxF4k3Nh65Su66xf/QWLF/wHze0msWcvHnrimca2latw2D1724ddfjUbN3/NwoULm89NSEzktkkTGH7N1YSEevrsT/zZZPoPGc6GLxdTUVrA2uVL2fPtd4ybMZW+gwdy+Yhr+eHrbaz4OJOHf/9bgkNDsFmslJd49uJfPeoG+g0eRObb88k/epT35vybnz3+KJHR0W1+BgUFXVc5st8TaPja1rbxJ9DxIQoYjQpOh95iKrinCFyle68gqkqdNNR7LwTXG//PcytPr6ymGRqR7UwFVxRPpsbldmAyBLcZbrTVbarDj6UoTJ7xc1RVZfUXy1j40Ttomptb0sd7PT42Lp6fz/4Fb778D9at/oIBF1/CpZdd1al7N00qHzLscq9F+57tUxdz6MA+dny3jdvGTvDr+oqi0K//IPr1H8TUe+5n66Z1bF63moryUtav/pL1q7+k/6AhjBh1O/0GDCc0NAiDQfU7YPNHdGwoAwZ163QL3vp6M4/9/Nds//pbjCYTsx9/iqGXXenz+W7NSY21grCgCMKCIhv/JrZks1nJObibb77x1OJ0tsX16vXb6Ncnldh2/ncrxIXop/9UILokOzub8ePHk56ezrx589rsoDF79mzpoHEOcTgczJkzB/BkM3xpB9kZZh+LwJsEeuuUrus0mOux22wEh4QQHuFb68u22GxWPn7nzeaJ0VdcfT33PPgoISGhOOx2vlx+st3obeMmEt87AXN9DQ0WM8HBIYSGh7W6v8GgMOSKviQkPs73W75mx9bVlBcX8sErrzDs6hsYMWY0xw4eoqayiq+WfsYdd0+jKC8fdJ3YhG6ER0YQHhnBvb/+BR+//jalRSd456U5/PwXjxOX0M3r51AUleK8PCzmBkJCQ0lO861rlS9MQSpOh4bL2TLIaKKioCkK8YlBmExuaqs6amuq43I5sTTUARAWGe3ZZqK0fuxTFU+bW7fuRtEcmFTv26M6G2iA54F84rSZGAwGVn62mKxP3kfTtDYf7IcOv4Jb0u9gbfbnfDjvdf7wl+eIjff+59IWXdeb6zMuu+raNo+77MrrPIHGt/4HGqeKiIzi9nETuXXMnRzct5uNa7LZu+t7Dh/cx+GD+wgNi+Tioddx8aU3kNgzkfhuYUREth3Y+Ss8Mpj+A7vRvUdbszA6VllRxey7Hmfvrv2EhITy6JO/a65j8Y8nu2F32YgMjkFzaRw8sJtdu75l//4d5B7PQTtlNk1nW1wbjCZWrt9GxrhbCDKdW1tIhTiTJNA4j9XU1DB9+nTS09NZunRpm8VtiYmJLF26lEmTJjF9+nTy8vJkENFP3KeffkpRURFJSUncfffdZ+w+/mybgsBlNCwNDWz/ej2b169uNSzrhlG3c82IUYSF+zeYq+REEXNffY6SE0WoBgNT7rqXUbeNbQ4c1n/1JbU1nocGRVHo2TsZh2InNCKCoND2H2xVBXr0DuOam0fQO20g3236goJjB9i5bSNH9u9l6FXXsHXtSnZu/YaBl17iCTSA3mknB8J175XIfU8+wSdvvE11RSXzX3yZn/3iUZJ69251P4Nq4HBjW9t+gwdhMHT9rbTBqKDr4HR0FFiefByNijdgNKlUlTlob4u6ub4GAFNQMEEhoZ7JHTrNb5gVRcWgGFoEcS7NhYKK8bSi8I7a2vpCURTGT7kLRVX5ctkiliz4D5qmMfqOSV6PnzhtJkdyDpCfe4x335rDr3/3Z79+5oX5uVSUlWIKCvK6barJsCuuJvPD+eQeO0xVZTlx8Qn+frRmbrdGfZ2dyKg+3HTb/Vx21UT27/ma/Xu2YGmo4/vtq/jhm9Wkpg1hyLCRXDTwErp1jyQmJqTT8zhCQk30GxBPz15RXXohUFxUwv3THuHY4eNEREbxi9/+kZQ+/Tp1LavFSs6BA+Qc2MuxQwc4UXi8RWABEBkVT0rKIAryD3SqxXViz16Eh0dQXVPP+m3fM3pk28GkEBcaCTTOY++//z4Wi4V58+b51EFj7ty5pKSk8MEHH/CrX/3qLK1S+EvX9eaWtr/+9a8JDtCQqtP5UwTexGBQCQo2dml41/49O3nnjZdwOhxeh2UtzvyQz5dm8uBjv+HiocN9uuYP32zlw3dex26zER0Ty6xfPEW//oOav29pMLPq86XN/53YszfGIBMOp512n6BPoaMTHW/EGJRAeORd5B89wLcbv8BcV8XWNV8SFduNuuoKPv9kIXHdPQ+QpwYaALEJcY3BxjxKi4p47+V/c/cjD9Gn/0WnHKVgUAzk7PXsCfdv2xStdk4pqoLBAC6nb5/T8/yoNP9cwqJVjKZgyk7Y0duIUZq2TUVExbZ4AG2q4tB1t+fr2sntUyjg1Dztf08d2udLW1vfPofC+MkzUFWVz5dksmzhR2hud3O3qVMZjSYefPw3/OPZ/+LooYN8sXQhd2bc5fO9mgq8hwy9jJCQ0DaPi46Jpd+AQRzJOcDO77a3uaWrLW6XRn29nbpaG2azo8WfdWRULNeMGM+V147l+NHd7N21iaL8Q+Qe20vusb1ERsUz5NIRDBk2gl7J3YmLD8Vk8i2Y6swsjLYcO3Kc+6c+QnFRCbFx3Xji6f8msadv7Z8dDjf1dQ0cyTnIkUMHyD12kJITuWjulr+PIiJjSUkdTGrqEFJSBhMdk4CiKHz3zUoWL/6UkpISnwrCi4uLWbJkCZNm/Lz57/WRY4UkJhzi0kED/P/wQpyHJNA4T+m6zhtvvEFGhn8dNKZMmcLrr7/OL3/5yzO2HUd0TXZ2Nnv27CEiIoJHHnnkjN2nzu7fFoImwSGdDzT279nJmy//g/T09A6HZb358j949MnftxtsuF0uli78kLXZnwPQf9AQHnzsSaKiY1oct/rL5VgtDURERmGuryM5Na15roOvtdO65jk+PNKA0RiCql5MYu80dm5bw6E931JXXYGiKJjr6mkwe1qO9vYyETw8KoKf/+oxFs59l7wjR/nPa28w9YH7GDzsUgBURaW2pobiggIUReGiwYN9XOFp6wVMJhWnU2szQGiLZ2hg409G1wkJM5CUHEJpkQ23lz/65ta2bXScUhUD6J5i8qaJgIquoigqDpedYFMIamPvEl/b2vpq3MRpqIrKZ4s/5bPFn6LpGuMmtn6jndA9kbvvf4R333yZ7BWL6T94CIMuHtrh9XVdb67P8NZt6nSXXXUdR3IO8MO3W30KNFynBBcNpwUX3hgMBi4acBkXDbiM6qpS9u3ezMF926mvq2Tb5uV8s+Vz+g0YziXDRjJwyBC6JYQT2saWSNWg0qdvLKlpsT4HJe3Zt2s/D971GFUV1fRI6skTT/+316yOpunY7S5sNhcNdVaOHT3E8SMHKMw/RElx68AiPCKaXskD6JXcn17J/YmK7oaiKJiMIQQbgmnK0g277Ca2blnCrFmzWLZsWbsv6FwuF7Nnz8YUFMQ117ecOP/1t3tJiIslqXvnM1JCnC8k0DhPVVZWkpOTw1//+le/zsvIyCAzM5OqqirifWyXKc6upmzGQw89dMa2uGm6m3p7TafODQ0xUu97/XgzS0MD77zxEunp6e3+I980LGvixIm888ZL/OW5171uo6qpruKdN17i6KGDANw+biJ3ZtzdastLbU0161d52s92696jMdDoe0ptSsehhg6e7UCNgkNVkvqEUFaocNWNd5A2YBjb1y+nptJTAK5rGqrBSEhYPI3lCi0EhwZz92MPsfT9jzi4ew+Z897hzrtncPn116GqxuZsRu8+aYRH+rcPXsfTPcrt1nE5tU7uy295lqZrmEJUklJCKC2043S0/Jm1F2go3kp0dc+wQF33/FTdDhdBhhAMqsGvtra+GjMhA1VVWbboYz5fkommadwxaXqrly1XXjuCnP172LJxDe+/9Qp//OvzREa1X/x7ojCfstJijEYTlwy7vMO1DL/iGhZ99C7HjxyiurLCaz2Iy6VRX2ejrtZOQ0PHwUVbYuN6cMOoDK4dcSeHc35g765NlJXkcfjg9xw++D1x8UkMGXYDw68cQc/e8URGhaDgyYL1Tommb794ggO0XfKbLd/x8Mxf0mBuIDk1jV/89k9ERkXjdmvYbC5sVhc2mxNzvZX83CMU5R/mROFhSk4cx31aYBEWHnVKYDGA6JhuXl+cOV02XG4nIaZQIsLCuGRIMk8+9Vf++b//xcSJE5k3bx5JSUmtzisuLmb27NlkZ2fz2G/+0Or3j65pZG/YzvTxtxIW2nYGS4gLgQQa5ymz2Qx0voNGfX29BBo/QT/88ANr1qzBYDDw5JNPnrH71Ntr0f19zd2oswXh279ej9Ph8GtYVkpKCtu3bGjV7vLwwX3Mf/0l6utqCQkN5d7ZTzDsiqu9XmvlZ1k4HHbSLhpAbWNhZ3JqH7TGDIUvO6eaZme0XKNCYkoIFcV2uiX2Zuy0Rziwaws7t34FgOZ2sXbpSq4YeQvdEkMJDW8ZABlMBqY88HO+zFzMjq3bWP7xpzSYG7h17HgO7vEMCBx86aUoigFd922QmmJQMKi+b5Nq8zoKoCunfGYddB2jyRNslJ2wY7Oc/PtjbpyhERHtJdBQfJkIreFw2wg1BWPXzbidRgyqCaNqRPXhfF+MHj8Z1WBgyYL/8OWyReia5qnjOO0BddrMBzh+9BDFRQW8//a/efypP54yNK615m1Tlw5v7lTWnpjYOPr2H8jRQwfZ+f12bh7tmf3hdLqpr7NTV2vHYul8cOGN0RTE4EuuZfAl11JeWsDeXZs4dOA7qiqL2bR2IVs3LWPAoCsZfuUobrj5cq4ZkUJUADNLa1dt4FeznsZus5N20SBm/PxXVFfrFBdXYLfYKC3Jo6jgMEUFhykpPo7b1XKmSVh4FL1696dXSn969e5PdGx3nzPyuu7GGOKid58IgoKNDB9+Lb/7w794+cVnSUlJYfLkyS22by5cuJAlS5YQFBzMY7/5A4MvGeb1uhaLjdWbtnPnbTe2+/dDiPOdBBrnqYgIz1vOznbQiIyMDPiaRNe98MILAMyYMYOUlJQzdh9fJ4F705lZGrqus3n9aqZMmeL3sKxN61Y1F3Xrus6alZ959ttrGj17p/DQE0/TPbH1W0mAirJSNq/3PPjfPm4Sb7/yLwB6p/TxK6PRFJScTlUhoWcwNRUOaqtgyOUjKS/Opyj3EAD7fthEwfGDXHvLRJLT+hCbYCI49ORDiWJQGHfXVMIiIvh69VesWf4ZlvoGDje2tR04dCgG1YCro6niioLRpOB0aLi1wDyhqoqCdkoUpukaKgZUg0KPXsFUlDhoqPesq745o9Gyta3SOOfcF7quERzmqetwas7m6c8GxYjRYMSomFBVQ5c6J902dgKqqpL1yfus/GwxmqYxYeo9LR5ag4KDefDx3/Cv//t7DuzdxZqVn3H7uIltrFnnh8ZtU8Ov7HjbVJPLrrqOo4cO8v03Wxl2xc3U1dqwNHRtYKCvEnokc/Poe7j+psnk7NvO3l2bqa4qYf+eLezfs4UtG/oz6vZ07pw6lv4DEv2eiwGerU9ms536OjufLfqCl/73n2iaRp++l3Br+r3k7PdkK4oKDlNy4hiu0wKL0LDI5m1QvZIHEONHYNH680bQrXs4dncDLoudyOBYhg+/ltfeyGLD+i9ZvXpJixbXRqMRt9vNk7//K707+B1cVFzB9p17uO5y78GIEBcCCTTOU/Hx8QwcOJCsrCy/OmhkZWUxcOBA4uLaGaolfhR5eXksWLAAOLMD+mwuK3aXtdPndyaj0WCup+REEVOnTvXrvKlTp7Jw4UIaGswYDAY+nPc6O7/fDsDV19/I3fc97HVmQZMVSxagud0MvmRYc1F9Qo9EQsPCMTvqfFqDDu22AFYUiE0IwhSkUlnioLaqvOk7gE5ddTmrsubT/5IrGX7tbcTEhzce3/jgpOjcfOdYwiMiWLVkKVvXrQUgMjqapN7JKICLU7MLp6xN1zEFq7hd4HJ0dptUm5+s9f3QPVuhVIVuSUEYTU5qKp1tbJ1S/H44DA5TcGsuDKd0onLrLtwuF3ZsqIraGHiYMKhGP8KYk25JH4+iqiz66F1Wfb4Ut9vN5FOKfQGSevbmzil3sfjTD1i26GP69R9E3/4DW12r+EQhpcVFGI1Ghl52hU/3dzrcpKZ5aj+OH8nhSE4BEZExfn+OrgoODuXSy0dx9YjbMNcX8t22dez8bhu5xw7z3luHyfzwXa4deQuTpk3kupFDiYn1nq1xOtzU13uCivo6G/V1dsxmB7qms371lyz86B0AuiX0xuly8N5bf2odWIRG0DO5P72TB9AzuT+xcT26XEOoGBR69Y4mKurk7we35qLGWkFoUATh4ZGMu2M6Y8dNw2yuw2q1YLdb+e1vfgbAlo2bmP6zmR3eZ8eew/RIiKdvcuvucUJcCCTQOE8pisJjjz3G008/7VcHjaysLCZNmoSu61IM/hPz8ssv43a7ufXWW7nssrZbZHZVV7IZ0LkWt3abp7tVZ7f65R8/ysIP36GstBiDwcDUmQ8w8ubR7f4dLirI47ttmwGYMPUecvZ76h6SUz0zKfTGt/V6BxkNzcdtSxHRRuw2c+NDt8LFl49g/w+bUVUDmubm8N5vKTx+kCtHjiOl72AiY0xEdzNhNCroaFx980iio2NZ+P57oOuoqorT6SAoKBhFUVttn1KNCqDgcgRwj82pvMQ2uq6hY0BRPL+DYhOCsNvNuF1OFEUhPPJkPYOq+BcGKKpCSJgBl9uBgoKqti4+1nQNTXfg1ByAglE1YFQ9Qcepnas6cvPt41AVlcwP57Nm5WfousaUu+7DarG0arusaxr/fu6vjJmQwcibR7fYr7/jG8+2qcGXDCM0tO2hdU6Hm7paG3V1dqwWJxBEYs++lJw4xrHDO7n08lE+rz1QgoINdE+MaNwiFc+llw2jrrameRBgVWU5a1d+xtqVnzHw4qGkj7+DsRNuIyIyhAazw7PNq86OzdoyaHC7XOQeP8rnSxY0/28OoKK8sPn/DwmN8GQrel9Er5QBxMYlBvTfo6BgA8mpMQQHe/tdpWN11ONwWYkMjsVkCCIyMprIxr+73br1oKKilB3fbmbK3Xdj9KHL1trN3xN3RzQxUbJTQFx4JNA4j9133308++yzzJ49u905GuDpoDFr1ix0XScrK4uRI0cyb948Bneyo40IrOrqaubOnQvAM888c8buo+lap4vAm7TVoaY9wSGe/d6d3er31px/4XI5iY2LZ/YTv6VP3/4dnvtZ1ifous7lV19HSp++fPXFMgCSU/ui6VqHAUYTzcf2twDlJQUAxHbrzrCrb6Gk4ChV5cXE9+iN3dqAua6aTSsX0DttEFfdOA5zXTTRsSYi44wYDTDkysv5cnEW5ro6aqureefll7j3F78kODT45PappqnezramdgeGp8utyuktqzQ01FNyCS5n46C+iGgMBmPjud5mNLcvNMxAU1dbp9tBkBLcQX2Hjktz4dI8hcKqomJsrOswqKYO73/TbWNQVZVPP5jL2uzPqSgr5XDOfq9tlxcuXMjixQtY/cXSFm2Xd3zXdrcph91FXZ2nW5TN2rpVV78Bwyk5cYwjh3ac1UDDaFJJ6B5BTGxIq4f7qOgY0sdP5taxE9j1w/d8vW4VOQd2k7N/Dzn79zDvtde5ZPgN3DDqNvqk9cJgVHG73eTnHuPwgb0cOriPo4cP4rDbW1w3JCScnskXNRdwx8Un+lS70xkRkUH0Su64DW+L7MYpU8WvH3Eby5d9RF1tBccOFzBgUGq71wFwOJysXL+VjHG3YOqg/kyI8438jT+PxcTEkJmZyfjx45k0aRJz585ts4PGQw89xOrVq3n88cd577332LJlC8OHD+dPf/oTv//97wkKCnynF+G7t956i4aGBoYOHcro0aPP2H3MXSgCbxIUbEBRFXQ/agHCIyJJ7NnL72FZCxcuxGg04nI5CQ+PIP3OKfTs1XHtyrHDOezZ+T2qqjJ+imceQkH+ccCT0WjKZqDr7VaDa439pnxVdDwPgNT+fQiLCuK6W6fwZeabVJYWctVN47GY69i/YzOFxw9SUniM4dfeSv9Lrqau1kVctxAc9hOY6+owGAyYgoLIO3qUt5//Fw/88tcER4ZgClJxuRqnevu8qs7ztLk9je7ZTNbUSqumwpMhi+seh2oAza106iEyNPzUf650HG6HpzWpj2+6NV3D4bbjcNtRUJoDjvYKykfeMhpVVfn4vbfYs/N7xowZwzvvvNNm2+UHHzzZdjkuvhvFRQUYDAaGDr8SALvd1VjQ7T24OFW//pfx9frFFBcdo8FcS3hE+92tuko1KCQkhBMbH9ZiTsnpXZ9sNhd2m4vQkFRuG/sQV19fyb7dX3Ng71YsDXV88/UXfLvlS2LjEgkOCaKyvASHw+71nn37D+Pq68YR1y3pjAUWp+rWPZyEHhF+/G+jdXbjhpGjWb7sIwC2f72Rfv1n+jQ7pKq6jg3bvue2G67p9PqFOBdJK4TzXHp6OitWrGDTpk2kpKQwY8YMMjMzWb16NZmZmc1FxZs2beLzzz/n3//+N/v37+eOO+7A4XDwP//zP1xxxRVs3779x/4oFyy73c4rr7wCeGozzuSWNn8ngXujKIrf26cUReGGUbezePFiSkpKfDqnaViWy+V5YGtoMPPp+3P5w68f4qN33uBIzoGTAcMpdF1n2SLPg8K1N9xMj8SeWK0WykqKAU8huOZj8KC3UQTelsLjuQAk9+tDj17BpFzUk0uvuRmAHVtW03/IFYyb/ijdEpNxOR18t+lLVmXNo7K0mKoyB99t3AlAnwEDeOTp/yIqJobSEyd48/l/UlNRicuh+RP3nDGejJBHdWUlAHEJ3UhKCSE4uHMF22ERp/2d0jUc7s51X2oqKLe5LJgddTQ46rG5bLg1d6vLXXbVdQQHBzNmzBiWL1/e5jbUxMREli9fRnp6Ou+88RLffL0RgIEXX0pDg87Rw5UcPVRJWYm5wyADPAP2eiT1AXSOHd7p/4f0kaIqxCeE0X9gNyJjQjCb7ZSXminIq+FwTgU5+8vJO1ZNaXE9tdU27FZXi595RGQM/foP49LLb6ZbQu/mpgxVlcUUF+XhcNgxGk30H3QpSb2a6hQUbht7L2MnPER8Qq8zHmQ0tePt7leQcVJTdsPsqCUltR/h4Z4tUAf2bKW6yvd6tkNHC9h98FAnViDEuUsCjQtAeno6eXl5vPDCC+zatYsZM2YwevRoZsyYwa5du3jhhRfIz89vflOenJzMZ599xieffEJCQgJ79+7luuuu48knn2xumyvOno8//pji4mJ69erFXXf5Po3YX3aXDbvLEpBrhYT4v33qmhGjMAUFMWvWrObg4f+zd97xcZRn175mtu+q9y65SC5y772DDRgDxqaXBJsASQikkHx508v7phAgIQFCAIfe3I0NtsG99yLLtnrvXdq+OzPfHyOtJKsbO3UPPyNpdvqOVs957vuc0xO8Xi+PPPIIAI88/jQ///2fuem2FYRHROJ0Oji8fzcv/Oan/Oz732Tbxo+pra7ybXsx4yy5WZfQanXcfLtaPSkrVisNoWHhBAYF+6o6vY1hr8zO6Atej5eKYrUPPWFQCoIAYVF6Zi2eT0R0Al6Pi6O7NxMcFsWNyx9h8tyl6PQG6qrL+OzjVzl9eAdFuarbVFTsUIyBITzx/e8TER1NY109r/3hecqKivt9PtcCgkDPFYVWktdYp5LX0IgwDHod8UkWjKaBhbvpDBp0um7E54qEV+5+tnwgkBQJt+TE5mnB5mrC4bHhkdzIKBw7tBdJklizZk2/bZc9bjeH9qui/Zi4dGqqbLicAw+xHJKmarHyrjHRkAGPV0KrEwkMMuBweMnJqiX3ci2lRU3UVNtoaXbhcXfVH8myTHVVMWdO7mLbxr/yxks/YO17z3Ls4BZqa0pVAwKdgcDgcF+rnNfrIedyBhVlpYiihpuWrWbYyO7tpq81dHoNg4aEERT8Ze14FRxuK42OGiZNngVAU2MN+bnFyAOo3h4+cYHK2toveS5++PHvA0HpbsrPj/9YKIpCfX09LS0tBAYGEhYW1usMeV1dHd/5znd4++23AUhOTubVV19l8eLF/6hT/q+GLMuMHj2aixcv8vvf//666jNqrOU0Oeuuyb4yzlZQUdY/16aO6JgM3ltY1qpVq9i+fTsPrPo602bN870myzJ52Zc4emgfZ04c8YnMAYakjWDqjDns27WdspIiFi65leX3PATAnp3bWPf+m4wZP5nHnvo+Tq8Dt+RS8xu8zitPQT0WCpLcf8vR0oJC3nrhJcwBFp7+3591+r0rL6zk7RdfRPJ6mDz3FtJGqYMwu62Zkwc+oyTvYqd93fHgtwkOi8Bo0mIxw4evv0xZcRF6g4G7H13FkOFdHZDaoNrCXruPfUVRfCnqV0IUNLzz4suU5BVw+8P3M3byFARUe9OaCie2lv4NvoNC9URE9+weptHo0IpXl9/SGxRF4U+/+DlzZ8/yOb71BytXrmTTJtWx6pGv/w6jsWcheG9obq7nndd+iiAIfOWx/8VsCRrwPmRZweOV8LhlPB4Jr1dCqxUJDDSi1fY91yjLMnU1ZZSVZFNWkkN5WR5uV+dZfL3BRFz8EJ/dbHhkfKtZgYvMc4c4duiTTk5SwSExDB81k1FjpmLsRST/ZWEJ1JPQDz3GQHEx4ywvPfe/AEydeStLl68gLLz/12GxmLhr6UJMxmubcu+HH/+K8Gs0/ssgCALh4eH9DuMLDw/nrbfe4v777+exxx6jsLCQJUuW8OCDD/LCCy/4Q/2uM7Zv387FixcJDAzka1/72nU7zrUQgXfE1Yb2jRw9jsef/n+sefkFEhMTueOOO1i5cmWXsCxR1PC1b32fMeMnddpeFEVSh6eTOjydux54hHOnTnDs0F6yLmaQl32JvOxLretpSBk8FFmWEEUNJUWt+oyUNsepvisastw/t6k2lLbqM9RqRmdyH5cSw9xbbmL35i2cPrST2MShBAaHYbYEMWfJ3ZQVZnN41wbcTnWAd+74bibOvAlZCsBhE7j17sfZufkt8rMv8/5fX2X5Qw+SPuH6OZN1Rs8TFTKyT6MRHhnpW1MUBaLijNRVu2hu6JusdWmbugKS5EFARNONE9WXgd1mpaqifMC2yytXrmTdunXEJ6ZdNckACAoKIyommerKIvJzzzFq7Oxe1/dKMh6PjNcj4fFIeDwykrdDYr1BS0iwCZ2+5/ukKDK1NeWUtwbklZfm4LqCWOj0RuIShrSG5KUREZnQbSid02En8/whvF4POp2R8MgUqqtyaWqs5NjB9Zw6upVBQycwdsIcomMTB3h3ekd4pIWomKtrleoLqcPT0Wp1eL0eLmceZdqcmwkJMyP282A2m4OdB45x68LZ/jA/P/7j4ScafvQLN954IxkZGfzkJz/hT3/6E++88w7bt2/nT3/6E/fc0zU9149rg2effRaAxx57jODg6ycGtbqa+m3T2h9cTWhfG0aOHscd9zzE+3//K1u3bmXdunW+17RaLRqNhl8//yqW1lDKnmAwGJkyYzZTZsymob6OYwf38unmtUiShCxLvPHyCwSHhDJlxhwKctW+6cTkwQDtM/Q9FHxVufPAqgJt+oyEQd271EybP5PcCxcozsvnyK5NLLr9K4iiiIBA0qARFCWmUpCjJoLnZ52jtDCbSTOXMGTEBBxOmH3DQ2i0H5Fz8Rxr//4WdpuNybNn9XD21w5dU8Lb4XW7aWlqAiAsIvKK7QQioo3odCJ11T23P7XZ2vYFr+RG7NOJamBwO9Xzulrb5cioLz94HpI2nurKInKzz/iIhgxIHgm3R8LraScXPbXw6PUaAoMM3dq5KopMXW1Fe8WiNBeXs3MLpU5nIDZhiM8VKjIqoVt74Y5oqK9iy7q/YG1pwGQOZua8RwgMisTtslNceJqC3ONYW2rJuXyEnMtHiIhKIX3MLIanT0SrvfrqlCAKxCUEEfylW6V6hk6nY/ioMVw4e4qmxhoqKoqIjLIQ2kOWSHcoK6/h+LkLTBs/5rqdpx9+/CvATzT86DcCAgJ44YUXuOeee1i9ejUXLlzgvvvu47333uOVV14hMfHazkj9t+PkyZPs3bsXrVbLt771ret6rGbnwGxl+4LpKjQaHVFckAdAypA0crMu4vV6CQkNx2634na5KCrI9VmI9gdt2gtJkjCZLYyfNI2zp47S1NjA5622tgClxQUMGpqGomuraHQ/cFOJSP8H7IqidKpodAdBFLn1gbt57bfPU1NRRNb5o4wYNwMEAUFUqChV78nUubeSnXmChtpKDu/eSH7WWabNu43gsEhmLrgXQWMgO+M42z5ai81qZe6Sxb6JgOvVJ3tlSngbmurV58pgNHbKl+iI4DA9Gq1ATYWzW17X0da2d6hOVHqN4ZpNfOiNarvW1douF+ZfYOqspV9q4Dx46FiO7N9EeUkOFRU1aLVmPB6pX2+mVqtqMDpaTiuKTH1tBWWtFYuy0pwuxEKr0xMXP9SXvh0ZndgnseiImqoStqx/CafDSkBgJDPnfRWzJQQAvcHM0GGzGJI2k5qqPApyj1FRdona6kL2fVHIkQMbSRs+hbETZhMSFtXvYwJo9RoSk4O/9OdPfzB+0jQunD0FQG7WGcKjoggIjkUn9n9Ydfp8NlERYf4wPz/+o+EnGn4MGFOnTuXUqVP87ne/49e//jXbtm1j5MiR/Pa3v+WJJ57wl4KvEf7whz8AcO+9915XEuf2OnF6bdd0n4arCO3riOxLFwC4nKnO4KePGc/DX3uSTzevZe/nn3Fo7xcDIhput4ttmz4G4JY77mL+DTdz14OruHD2FHs+30Ze9mUAtm74iM82r2P46DFMmD6DISOHd9sZ1JMmoSc01Tdga25B1GiI6WVQERIexsLbl/LZR+s5d3QXCSlphIRFU11egtNhQ6c3kjpyEqkjJ3Hx3GHOHd9NZVkBWz78C2MmzSV94hymzb0No9HC+RN72LvtM2zNVm5aufw6/152P7BvE4KHRIT3OvgPCNKh1YpUljmQpc4j6M62tn1AkfFILvQDsL3tDWZLAFGxsVdtu9zYUMXhfRuZs/Cufm3XufVJ1VRIXgMhofE0NpSRn32OQUP7FlFrNAIBgQbMZnXA3VaxKC/Joaw0F6ejs6mHSiyGEJfQRiyS0Giurg2trCSHbZtexeN2EhIax4y5X8Fg7Fp9FASBqJihRMUMxeFopijvJIV5J3A4mrhwbg8Xzu0hLmEYo8fPZvDQ0X0SHXOAnoSk4H4F6F0LpI9pb03Mu3SacVMWUlNXT1hIIHqdqd9OO/4wPz/+0+EnGn5cFfR6PT/5yU9YsWIFjz76KIcOHeKb3/wm77//vj/o7xqgoKCAtWvXAvDd7373uh7rWljaXokv0zpVmJdDdVWF7+eld9zN4lvVgfLMeTew9/PPOH/mBE2NDQSH9K+lZf+uHTQ1NhAWHsmseTcAavvD+MnTsLY0k5d9mejYePR6PSVFBWSePUPm2TOYAwIYNXEC46ZOITax1bpzgNkZAKX5hQDEJMSj0/c+2zp+xlSyz18g71IWx/dt4obbH6WsKAuAuKShiK0DwFETZpM8NJ1jez+hvDiHs8d2UZCTwbT5tzF26kKMJgvH92/jxIEDNDe2sHLVg2iuV1hYD+1TjXXqzH5IeBgKvak5wGjWEJdkprLUgdfTfn/70mdcCUWR8UhudBpD7wfsBwRBYPKs2axfv57KysoerW07os12ua2NKePsfhKShjE4daxvnbbWJ49XJRMed++tT/FJo2hsKKOs5EKvREMUBSwWHW5XPfk5Z9RWqJIcHFcSC62e2PjBHSoWyVdNLDqiIC+DHVvXIHk9REQNYtrsB9Hp+m5hMpmCGD5qAWkj51JZnkVB7jGqK3MoL82ivDQLsyWYkaNmMmrczG7zRMLCzUTFBnZb+VIUBZu1BZfTicFoxBIQeE0qXoFBwaQMTqUwP4emxhoa6qowGOMICNLjdXswai1o+1EF8of5+fGfDv9T7ceXwogRI9i/fz+vvPIK/+///T9f0N+Pf/xjfvCDH/iD/q4Sf/zjH5FlmRtvvJGxY8f2vcFV4lqLwNug02nQ6sROA8b+IPP8Gd546TlAFXZ//Tv/w4hR7dcfF5/I4NRh5OdkceTAHpbcurzPfTrsNnZu3QjAzbevRKfrPNAvKcoHYNzEKSxbcR9FxXkcObCbs8eO0dLcxPF9+zm+bz+RsTGMmzqF9InjsQT3rg+5En3pM9ogCAI6nchN96zgtd8+R2VpCcV5RykrUjUkCclpndYPDApj4a0PUZB9npMHP6Wpvpod618jNX0yE2bciMFo5tAX68nKOMvfX7CyctUjWEKufVuJ0HruV5oYNrVZ24aHIctSn2JtvUEkLtlEVakTl1Pq0da2L8iKhFf2oNV8uWuVJC+XM86jKAqPPPIIW7Zs6dXits12WVGUTsGXn3/6FstWPIPREtKqqehf61Mb4hJGkXluB7XV+bhcNgyG9jY0dSBdQ1NDMXW1BZSX5uKwt3TaXqvVERPXTiyiYpJ91rPXClkXj7Nr+7soikxM3HCmzLgXzQBbxkRRQ1zCSOISRmJtqaMw7zhF+aew25o4eexTTh3fTvLg0YwZP5uEpGGIokBMfFC32gi7zcaxQ3s5uPdzKsvLfMtj4uKZNe8Gps6c12M7X38xduIUCvNzACjIPkdoeDR2qwdzgA67pwW9aOhXdcMf5ufHfzL89rZ+XDOUlJTwxBNPsG3bNgBGjRrF66+/ztSp/g/PgaC+vp7ExETsdjuff/45ixYtum7HanE2UmUtuS77Pry/EGtL/zIOZFnmsy3r+WzzWt9gddqseTy4+htd1j12aB9vv/YXwiMi+fnv/9JnS9An6z9k+yfriYlL4Ee//kOXFozf/fwHFBfms/ob32X85Gm4JTdOrx1JksjKzOD0kcNcPp+B1JrtIQgCg4alMmbqJNJGj+qzQgHw+u9eoKqsnOVffZAR3Yg/FUVBb9DgcbcPTs8fP80n736AqNEgSxIgsPKRH2Ayd09yXE47pw5tJ/fSaQCM5gCmzFmKTmdg3/YP8HrchEcnsGTlg8QmhWAwXtsWE0Whk6GAIIise+1Nci5cZMnKO5g4ewYaUYfYjzKDLCtUlzvR6UXCo3q2te0LWo0ezQB65jvC43bzxh+fpyhP1cYIgsCSJUt44403+rRdDgiMImXwNHKy9uB0qDbPGo2OidNWEJcw6qpm1Hfv+AtNDeWMm3Q7EVGDqK3OV//VFHRphdJodcTEDSIhMY24hFSiY5IGPOgfCM6f3suBPappQ2LKeCZMWT4gTUdvkCQPZSUXKMg9Rn1te05McEgksxfeyNwFizBbOv9OXMw4y5pXXsDjdrN8+XJWrFjhc65bt24dGzZsQKfX88gT3x5QC+aVqCgr4dc/+g4AQSER3PnQM5gtOhJS2tugREHsd3Vj9rRxjB429KrPxw8//hXhr2j4cc3QFvT34Ycf8q1vfcsX9PfUU0/x61//GsuXnD36b8Err7yC3W5n3LhxLFy48Loe63q0TbXBaNL2i2hYrS289eqLXMw4C4DZbMFutzH6CuvaNoyfPI217/2dutoaLmee73Wg0NzUyO6dWwG49c57ugx+JK+X8lJ18JKYrFrbtukvNBoNqekjGTIiDYfdTubps5w9fpzS/ALyL2eTfzkbg9HIiPFjGDNlEgmDu9rWAricTqrLW1PHB3etaGi0AooidCIZAGMnTyL7XAZZGapeJS4pkYjokB6zJwxGMzMWLmfwsHEc3buF5sZa9m//kPiUYcy6YSVHdm+krqqUT959jQXLHiQqLpyQCD06/TVyjOvUOSUgCEInjQaolsCCqO2TaoiiQHS8kYAgXb+zNrqDV/IgCCLiAJ2oHHY7f3vuWSpL1YDF0IgYRo6+gc8//7DVdnk5K1deOXhVq2aKohCXMInImLGERY6kuPAABTkHkSQPxw99QGh4IqPGLiYianC/zkWtWNRhNofQ1FDO+dOfdLFW1mi0nSoW0THJ15VYdDy3E0c+48SRTwEYkjad0eNvuabOXxqNjqSU8SSljKepsYKC3OOUFJ6hqbGGrevfY/vmj5kwZQZzFy0medBQLl0458vieeONN7q0u61cuZLKykpWrVrFX//4Wx5/+v9dNdmIiUsgPDKKuppqmhtrqa+tQBDicNi9mMzq8EpW5H5XNw4dP09UeCjREX7beD/+c+CvaPhxXVBbW8t3vvMd3nnnHQBSUlJ49dVXfenjfnQPp9NJSkoKVVVVvPvuu9x///3X7Vhur4vixuzrtv+LF6ooLWrsdZ3iwjxe+/Nz1NfVoNPpuP3uB1n77hoAfvfnNwgI7D6gbO17a9j7+WeMnTiFrz3Zc4jhx++uYd8Xn5E8eCjP/OT/uhCB0uJCfvPTZzCZzDz78psIgqCmQrcG8XkkV6dBnVf2UldTTcbxU2ScOOVzVQIIjQhn9OSJjJ4ykZDwMN/ygqwc3n/pbwSHhfLNn/+Pb7kggkbTc3uZRtRha27hjz/5OZIkkTx0KF95+kkaat001vZO4LxeD+dP7uXi6YPIsoRWp2fY6GkUZJ/Dbm3CHBDEglsfJCQsioAQLSHhOjTaL084JEUGRUEUNIDCs8/8CI/bwxM//j5hUZGt16VF7IdUVtQITJoTQUWxnZK8L2NWIKDXGvtdRWhpauLVZ39HXU0NAGGRccxb8ij2ZpmdW3+HLLmxWEKx2drf+8CgSMIjR1CYtx8QmDX/O+g7tDdVlp3lYsaWTseJjk1j5JgbCQmN67RcJRb11FbnU1OdT211ga8q0gZR1BATN8hnNxsdm/KlnK2uBooic3DPBs6f2QvAiFELGZa+4LpbnZsDdBhNArmXTnDh3EHqatrbomLjE6mvrWbhwoVs3ry5zza32267jT179/LLZ1++6jaqde+/yZ6dahV/zOQFTJqxBEuAjrikrpXH/lQ3/GF+fvynwV/R8OO6ICIigrfffpv77ruPxx9/nMLCQhYvXsxDDz3E888/7w/66wHvvvsuVVVVJCYmctdd/XOquVo0u65fNQPA1IsgXFEUDu/bxcfvvoHX6yUiKppHv/k9nwg8LiGxR5IB+EThGWdO9igKr6up5uCenQDctuK+bgdAHYP62l7vaNPacRqmLTsjLDKCubcsZs5NN1CcV8D54ye5dOY8DbV17P9sJ/s/20nS0MGMnjyREePHUFbYZmub7NuRVq8SDK/ck4ZFzc8wdUhNLs7Lo7yomPjkJPR6sdUOtvt5Iq1Wx7ipC0lJHcWxvZ9QU1FM5un9hIRHI4gituYGdm5Yw/yl96OQiLXZS3CojqBQHV+m40VEQBZUwydrsxWP24MgCASHtb8/kiwhiH03UAWH6hFFgfgUC3qDhvzLLSg9iKV7h9JvJ6rqiipef/5ZWprV7I+QsDgmzXiIxlqF6opLyJIbozGYyTO/geR14vW60Wr1aHUmSgqPtm6T3IlkAMTEj6OxsYzyklOIGi2KLFNVkU1VRTYJSWNIHjwZu63BRy66IxbhEUm0tNTgdFiZNX8Fo8f1Ht53PSFJErt3vEv2pRMAjJmwlCFpM67vQQUIDjZisai6v1FjZ5M+ZhaV5QVcOHeA3OwzVJSVoNFoeOONN3olGaBm8rz++uskJSVx7PA+5t9w81Wd1uhxE31EIz/rLBOnL8Zm9eByeru47/WnuuEP8/PjPw3+p9iP64olS5Zw4cIFnnrqKQRB4O2332bEiBF8+OGHPQ6S/lshyzLPPacKoZ9++ukuouVreixFptnZeN32D2Dowcve7Xbx7ppXeP/NV/F6vYweP4kf/Ox3JCSlkHv5IgCpw9J73XebKFyWZY7s393tOts2fYwkSQxPH82wkaO7XaekUBWCtwX1ASidHKWUK5a3/yyIIsmpQ7j1/rt5+n9/xrIH7iElbSgIAsW5+Wz7YC1//NEvOXXgiHrOKclotSKCRuhTJK/SDCjKzUWSJLRaLYqisPGdd/F4PAQEaYlNMvVahRAEkeCwKG6446tMmXcrOr2RxroqbM2NGM0BuF0Ovtj8FuVFOSgyNNZ5KC1w0Nzg7SmnsG8Igq9NqbGuDoCg0JAr3K6UfqWqB4e3G0lExhoZPjYYjfbq/mQpioxbcvvePkVRcLskWprc1FbZKStq4cTBi7z82//rQDISmDrnQWRJDwpUVagtbFGx6YiiiE5vxmQOQac3IwgC1ZXqsxsV073jXurwG7EERCFLXoKCYwgJU22OS4vPc2jvG5w5sYGSorM4Hc0IoobwiGSGpc9n7qLVPLDq/1j5wHcYO2EeAIX5GVd1H64FvB4327e8RvalEwiCyMRpK687yRA1AhERFh/JaIMgCMTGD+aGmx/m4Ud/hSUgmDvvvLNf7mAAsbGx3HHHHRzcs/Oq/x4NTRuBsXVCwNpcT121WmFp6KXq6JZd2N3NeHv4PWgL8/PDj/8E+ImGH9cdAQEB/PGPf+Tw4cOkp6dTU1PDvffey7JlyygpuT5C5H9HbNu2jcuXLxMcHMyjjz56XY9lczcjK1ff+94fGLvJ0qipruS5X/+Yowf2IAgCt628n689+YyvbSEnSx2sDR0+ss/9t9nUHtq3C/mKykB5WQnHD+8HYNmd9/W4D19Fo1WfodBzRsaVx+gIvUHP6CkTuf+bj/Hkz/+HeUtvIjwqEq/Hg7VZnZ0+tGMXn2/YSk15ZZ/XJrTOZGZnqvdjxLixWAIDqa2sYs82tR/eaNIQl2xBZ+i+BCG0/l8QRFLTJ3Hrfd8kaUg6oOC0W9FotEheD3s/fZ+CbDWvRJYU6qvdlBU4sDZLAyYcWlGL0PpnpbG2VZ/RoY2sDTJyn6ZLIeGdB5XBYXrSJ4ag7+F6e4IsKzgcEo31TsrLminJbyHvchNFec1UltloqHORn53Dlg9f8gXXhYYnMnXO/aAYkL3g9Tipq1HdhWLiupJWp6OJ5iZ1gBkZ3ZVoOOyNVFdkYjKplZ2mxnIa60u7rCcIIglJY1h86zPMX/w402ffSvqYsQQGWRAEgSFpanZDaVEWzitC9v4RcLscfLLhZQrzL6DRaJk6636SUsb3veGXgF6vITLSgl7f+/suCAI2axMrVqwY0P5XrFhBZXkZNpu175W7gUar7ZSpUZBzDoCWZjduV8+Euq264fQ4ujXLPn0+m4LSrs+IH378u8FPNPz4h2HatGmcPn2aX/ziF+h0OrZu3Up6ejovv/xyr4O4/xY8++yzADz22GMEBl7f8Kbm6ygCb0PHNGKAjDMn+d3PfkBpcSEBgUE8+cxPuPGW233tAdaWZp8wO3VY30Rj/ORpmMwW6utquHThXKfXtq7/AEVRGDdpKsmDu3dxkWWJ0pJCoAPRuIJktCWDq21T/XtGg0JDmHnjAh770TPc/nC7xsZutXL4iz28+n9/YM0fXuTk/kPYbd1pD9R6hqIoZF/IBGDk+HHceu/dABzetYfifJUg6XQC8cmmHrMmOtY7TJZAZi1eyZyb78UcEIwkqURTkWUOf76ey+eO+tb1ehRqK1xUFDlx2PquPqjHElv/U4/a0FrRCOm2TVJBknsmukaLFqOp68DSHKAlfVIIph6u1+NRsFm9NNS5qSpzUJxnozDbSkWRnboqJ00NDuwOd6fZ65KCS2zf+BpejxuA0Igkpsy+D0Gjp3URNVWXkWUJS0AkloCuadXVVZfUaw1NwmAIwOlooqLsHBczNnN434sc2f8ily5sobYmq9N2MXFjmDrzYabPeZjQ8EQURaa0+Dy7t79IWfExDHo6tfyFhkUTFhGLLEsU5J7v8f5dDzjsLWz6+EXKS3PR6QzMmPtVYuOvb16SyaIjLMKMph8hfB6PWkEIDe1ftk4b2tZ3ORwDP8FWjB430fd9QfZ53/PVUOfsc9veqhu7Dp6mqaWlm6388OPfB36i4cc/FHq9np/+9KecPXuW6dOn09LSwje+8Q3mzJnD5cuX/9mn90/DsWPHOHDgADqdjqeeeuq6HsstuXB4rm0SeHdo60+WZYkt697nr3/6HQ6HnUFD0/jhL3/fpZ0pN1sdrMXEJRAY1DWU60ro9QamzpwDwKF9X/iWF+Rmc+70CQRB4Nbl9/S4fXVlJW6XC73eQFSMalfaczWjf4PtNiiKgk6vwdM6Uk0aOpjlX32Q1FEjEUSRiuISdqzbxJ9+/CvWvfEW2RmZSJJ6jLa2qbrqahpqa9FoNQwePozhY0YzdspkUBQ2vfMubpc6sBJFgegEE0GhXTNrunP/iU9J4+Z7v86wsdM7LT918DPOHt3VaRDudslUlbqoLHXhcvZGtASfjWxbNabNcSo0omtFA1Ti1lNdIzS85/wdg1HDiPHBGEwarM1e6qpdlJc4KMyxUpJnparUQUONC1uLt9sWNVmWfNeYe/k0X3zyJnIr6QqLTGbKLDX/wesSfK1WHdumutP6VJVn+PZ9eN+LHN73Jy5lbKay7BxORyOCIBAUHE/yoJmMmXgfkTEqkW6oL0JviCIoeBBzFjzG3EVfITQsGrfLzpEDm3hvzS+5mHG40/M3NG0CAHk5Z3q8R9caLc31bPjwj9RUl2AwWJg1fzURUYOu3wEFCA4xEhpiQuxDVyMrCk6nF5tNfa8bGhp6Xf9KtK1vMHXN4ugv0seM7zBh0kBNpTph0tLk7leWUOfqRsffPzfb9x7B420n5YqiUFtbS2FhIbW1tf4WZD/+5eEXg/vxT8HIkSM5ePCgL+jv0KFDjB07lp/85Cd8//vf/68L+vvDH/4AwP33309cXFwfa385NDsH9of4aiGKAi6Xjb+9+ByXM9WB2NxFN7H8nge7dcjx6TP60TbVho6i8MaGeoJDQtmy/n1AzeGIiUvocdu2oL6EpBSf7W2nioaigNKWA97/P+YajQCoOoySvEIAEgcPYsT4MYwYPwZbi5XMk2c4f/wkVWXlZJ27QNa5C5gtFtInjWfctKnEJSSSfUG9H8lDh2IwqFkSS1YsJz87m/qaWr7YspWbV94JqJWLiGgDeoNIXZXLN/gQfP/vfP46nZ4JM29kUOoYju7ZTGOd2s6VeWo/LU11zLxhRSchqtMmUWGTsARpCAnvaokrCu3ibhEBCZGG2t4qGiqkHuxuO7ZNSV4Zu03C1uLF1uLFblX/yZKM3ebF2uTpcf/dQ62mZJ0/yrH9n/iWhkWmMHnm3Wi0OiSPSFvBxe2yUl+nVpCiY0cB4HI201BfREN9IQ21+Tidqq6jrX1KEAQCg2IJCUshNCyF4NBEtNr2PJCQ0ESszZU47PVcurCFCVPvRRRFBg0dw4hR48i+dILjhz/F2tLAnp3vc/bkLqbOupXBQ8cyJG0cxw9vo6TwMi6nHYOx3TDgeqChvoot6/6CtaUBkzmYmfMeITAo8rodT9QIhIaZMOi7Dk8UFLxeGZfTi93mweHw4HJ5UWTQ6kSCgqNYt24dK1eu7Pfx1q5di1ar5aO3XmPOwsUMHTZywM5ZZksAQ9JGkHNZrUAWZJ8jKjYZRYGGWieRsf17j9yyqzVV3Iy2lbjX1Tez//hpJo5M46233uKVV14hK6u9MjZs2DCeeOIJHn74YUJCQgZ03n748Y+An2j48U+DKIp84xvf4NZbb+WJJ57g008/5Sc/+Qkff/wxr7/+OlOmTPlnn+I/BHl5eWzYsAGA7373u9f1WIqi/MOIxtlT5/n1/3yP+rpa9HoD9z/yOJOmzepx/ezWP9L9aZtqQ8ek8KMH9pA8eCjZlzLRarXcfHvvg40r9RmgageuRBvV6AuCIKDRqnkYbeOUsm4SwS2BAUyZP5sp82dTVVZOxvFTXDh5GluLlRP7DnJi30GiYmPxetQBdFp6+/0wmc3cdt+9vPvyXzm+bz/Dx4xm8LD2tPCgEB06vUhVqQNZbiMbgq8F7EqERsWwZOXXyD5/lDNHd6HIEsW5mTTWVbP4ztXoDZ0tNm3NEvZmB4GhWoLD2ixxxVY723aICO0ajR4qGipkZEVG01p58XoVPG6Z5ka19clu9eK0d19NEgSBqFgjWq1AY527l2N0hqIonDn2ORdO7vMtC4tM9pEMRRZ8LVNAq8hbwWQKoTj/MA31hTjsXVsPNRo98UkTW4lFUidicSW0WgOjxt7JyWNrqK3OorLsFEPSptPU6MRp0JA6fCqpwydx4ex+Th3bSUN9Fdu3vE5UTDLTZy8jNDyGhrpKCvMvMGzk9fucrKkqYcv6l3A6rAQGRTJj7lcxW0Ku2/F0eg2hYSa0ra1SkqzgcUs4HB4cdg9OpwePW0aWFURRQKfXYDLpfK1VyYMns379BiorK/slCK+oqGDjxo1IksTpE0c4feIIMXEJzJ5/I1NnzsFk7r/l7ehxE9uJRm4GU+YsRRBEmhrdhEUa+21koFY3rK3OVEZEBDZu2MLtS17E6XBw55138qtf/cqX4bJ+/Xq+973v8dOf/pSPP/6YxYsX9/uc/fDjHwF/65Qf/3QkJSWxdetW3n//fSIiIsjIyGD69Ol85zvfwdZtD/t/Fl544QVkWeamm25i1KhR1/VY/wgRuKIovLfmQ+679SvU19USFRPLMz/7Ta8kw26z+vQZQwdANKBdFH5w7xdsXqtWM2YvWExYeO+zrm0VjcSUDo5THexTFd+y3kmGoihodSKKouD1tJMMu9VGXbWaxRCf0jWoDyA6Po5Fd9zKt375Y+567BFGjBuLRquhuqKC+tpaAC6dO8+FU6fxtBKPoSNHMHGm6vKz+b0PcDo694GbzBriUszo9OrHe1+zs4IoMHzcTJbd/yShEergrLmhhg1v/oHyopyu1ws0N3gpLXDQWOdBVDRdKhKSJNHSpM7yh3ZT0VAUcLsUrM1eaqsdlJfYKcyxUpxrpaneTVmBnfpqV48koyPCIg1ExPQvc0CWZY7u3dINybhHJRmAxy3gcrRQWX6Byxe2kpultuU5HI2Ul55uJRkCgUFxJKVMx2yJAGBw6nyGDruB8MjUXkkGqCGNMfHJjB53EwAXzn5KY0M5AC6XRE21FadTZuzEBTyw+udMmrYErU5PdWURm9f+2ZdSn5t1ul/XfTUoK8lh48d/wumwEhIWz+wFj15XkmE0aQkMMuB0eKipsVJc1EhBbj2FBfVUlrfQ1OjE45bR6TUEBOoJDDJgNGp9JEOrFRk/aSZanY5Vq1bh9fb+Oef1elm9ejV6g4GnfvBzZs5diF5voLK8lLXvreF/nn6M99b8leJWZ7q+MHpce8Co3dpEZVkhToeN5qY6ykvqBtzipGo3Wsg4f4q//vG3zJk9m5KSEj788ENWrlzJokWLWLlyJR9++CElJSXMnj2bpUuXsmPHjgEdxw8/rjf8gX1+/EuhtraWb3/727z77rvAf37QX21tLUlJSTgcDnbt2sWCBQuu6/HKmgpweK7OXaU/sNvs/PSZX7N5rZrGPXPeHO64e1WnPIjucP7MCV790++Jjonjp7/904CO6Xa7+NG3H/MJqw1GI7/4/V961XkoisIz3/gqDruNH/7yWRKSUtTz99jwtob1KYqMy+ts/bn7j0mNVkCR8VUPOiLnwkU+/tvfiYiO4rEf9Rwq2Gl/og6X3cEXm7dw6tCRTq8ZTCbSx49j3NQpRMXF8tff/p7GunomzJjOsvu6alEkSaGqzInT7lWD9FBQFKXH6obqFqVw7tgeMk+1D8RT0sYwafbNGIxde9gFBHQ6DSHhBgJDdIitjKOmsoqXfv1/GIxGvv1/v8TrUXC7ZNxOWf3qkjs5Wgm02+JGRBu61Zv0BbvVS1W5s8esDUnycmDnWorzMn3LwiNTmDDjLmTJTV1NEbVVxdTXFGK31XXZ3hIQRVjEYF/FQqcz4nK2cGjvCwDMmPc0RmPP2S+gtgUZjVp0urZWPYWjB9+lsuwSlsBw5t/4TXS6dpKi12sIDjGi02mw25o5eXQ7mecPtWs2BIG77n+GyOikAd2rvlCQe54dW9cgSV4iogYxbfaD6HTXNkBOltU2KK8ko9UIKAp4vTKSt/Oz0Va50OnEbkXhggABgQYCAvQIgkBx4UW2bXqVJYsX8/rrrxMbG9tlm4qKClavXs2OHTt44ts/ZMSosQA47DaOHd7Pgd07qSxvd3xKHjyU2fNvZOKUGegNPZPIX/7waaoq1PY5kzkAh739szYqNpYps+cwYfoMTOb+tVI57Hae/dEPmT9vXr8CCG+//XYOHDhAUVGRv43Kj38Z+Fun/PiXQkREBO+88w73338/jz32mC/o7+GHH+a55577jwv6e+WVV3A4HEyYMIH58+df12N5JNd1JRkFeYV886vfIftSLhqNhu//7NssWLyU7Es1fW7b1nLQH1vbK6HXG5g8bTb7dm0HYOHiW/sUk9fVVuOw29BqtcR20HF01Gi0O011Hbiqqd4CXk/P8zSlBWpQX/yglH5eierYZDKbkbzqQHLctCkEBodw/vgJmhoaOH34CKcPHyEsMoKU1FTO1h3j9OEjjBg7htT0zvdOoxGISTRRV+WiqcHVI8Fov14ZAZFx0xYQkzCIvVvfRZK8FGafp7wol8lzbyF5aEcxtGqdK3kV1dGp3k1wmNq6VVKgaj4sgSGU5PXt5tNGfwTo0UGrL5gDtMQlmagscSBJna/V43ax57P3qSzJ8y0LCIrEaAnh8O412Fpqu+wvICgGjaijqbGE4JBEJk77apd1alrdpoJCEnolGaIoYDBq0enEThUmQRCYMOVO9mz/M7aWOs6d2sKkae0tf263RG2NrXUgHcichXcxduICjh3aSs7lk6AorH3vWUaOnsHk6TdhCQjp9/3qCVkXj7Nr+7soikxM/AimTFerPV8GiqwgSQqSJOPxSnjcEpKkoMgKGp2I5opgOlEU0OpF9DpNr45TBoOG4BAT2g5tSUkpI7nl9sfYue3vJCUlcccdd7BixQpfq9G6devYuHEjOr2+E8kAMJktzFt0E3MXLiE3+xIHdu/k7MmjFOXnUpSfy/oP3mLarHnMnn8D0bHxXc4nLj6RmqoKBEFg6S03sXLlyk7H3bBhPbu2fsI9qx8lLb3v6vXpI4fxuN39DiB87bXXSEpK4u233+Zb3/pWn/v3w49/BPxEw49/SSxZsoTMzEx+9KMf8ec//5m33nqLzz77jBdffJG77rprwGK9f0U4HA7+/Oc/A/DMM89c92tquo7ajB1bv+AHT/4Em9VGZFQEf3r9WSZPn0h1Zf+sGXNaheBpw3sP6usJAUHtg7yJ02b2uX5JoarPiEtI6hQmJ18hBu9iu6yATi/g8Sh4+0ipLu1Gn9Eb2uTUsiyTc1G9H2MmT2bwsDTm33ITRbl5nD12nItnzlJfU0t9TfvgeP2bb/P4D79PSFhnPYQoQGSMAZ1eoKaq79wFBRkUgZiEQdx8z9f5fOManHYrbpedQzvXUpB1lslzlmIJDEGR1Rlor0fG61XbxipL7Gh1ImVFVQBYAvtvNaooMnqDFq3u6jt6DUYNcclmKksdeNzqe+d02Ph885s01FZ0WtfaXIO1uZ0EBwRG+8TbIaFJ6PQmjh38KwCxCeO6PV51pUo0omK6J8iCoLqv6fWaHn+/DQYzk2bczcHdr1NSeIbI6CEkD5rge11RoKXZhdPhITjERHBIBDfe8hV0Oj0XMw6jKAqZ5w+RdfE4YybMY8LkG65aIH7u9F4O7lkHQGLKeCZMWe4zSug/WkmFt/W58EpqpUJWUCSZtl8pUQS9QeNzRhNF0Oo06PW9kwt1XYGgYANmc/eVr6SUkTy46hdcvnicz7/Yz9q1a32vxcTFc/vdDzJt5tweNRiCIJA6bCSpw0bS3NTIkQN7OLjnc+rratizcxt7dm4jbcQoZi+4kbHjJ6PRarmYcZbzZ06wePFi1qxZ00UjsnLlSiorK1m1ahVvv/QXHvrGN3slG4qicPzAfpYvXz6gAMLly5fz8ssv8+STT/5H/J30498ffqLhx78sAgIC+NOf/sS9997L6tWryczM5J577uG9997j5ZdfJiGhZ0ehfwe888471NTUkJycPOCQqYFCURRargPR8Hq9PPe/L/L6X94EYNK0CfzptWeJilH1EUZT3zOhdpuN0uJCYOD6DACP282hfbt8P585cZSblt3Z6zY+fUYnIXjntiJZkTtlZ2i0anuHp5cqRhskSaK8SA2jTBic0q/raLOFrSgpwdZiRW80kDRE1Y+IosigtFQGpaVy810ruHT2HOeOHacgW9VQOB0O/vTzXzF64gTGTp3CoLTUTq5RIWF6RK1CdbkdqQ9du4ICCgSFhHPTXY+xe8vbNNWrA/Lyohy2vv8XUkfNJWXIlE7HaIPXI1PXSoLMA5hhV1AwBXx52aBOLxISLnPu2CXysy5SmHO+W3viwOAowiKSCYtMIjA4CQFzq3uWOjiztlRjs1YjCCKR0cO7bO9yWWlsUKtWUVeG9AlgMGgxGHomGB0REZnCiFELuZjxOedObiYsPIHAoM55HR6PTF2NDUuAnsBAA6PHz+VixmFEUUNEVALVlUWcPv45mecPMWHyDYwZPxetrn8taIqicOLIp5w48hkAQ9JmMHr8zd3aI18JWW4lFZKMJMl4PWq1QpZV0tydY7RGI6AzaNS2qH6SizaYzDqCgwyIfaxvMJoZPX4ukdHjEXATHKJl+Kh4LJaAAQ3Ag4JDWLz0Dm64eRkXz5/lwJ6dZJ4/Q/alC2RfukBwSCiTp8/i0N5dLF68uNcWp5iYGDZv3sxtt93Gh6+/xjP/+5vu26gUBbu1heqKigH/bbjzzjv5+OOPqa+v/4/rAPDj3xN+ouHHvzzagv5+85vf8L//+7988skn7N27l9/97nc89thj3Q52/tUhyzLPPfccAN/+9rf7LIt/WdjczUjXWAReU1XL01/7PscPnwRg1dcf4rs/fgqdrp1cGE19X1dezmUURSEyOoaQ0N4cirrH/t07aKyvw2wJwG6zcnjfLhYvvb3Xmdh2x6mOQvDOIyJJUQengiggiiB5+y9nqyorx+vxYDSbCI+M6McW7UF3bba2Q4YP7/a5MBgMjJs6hXFTp9BYX8+BHZ9z6tBhFFnm/ImTnD9xkqCQEMZMmcS4qVOIiI4GICBQh5BopLrMQU86WVlSkLwKXq+C7AXJa2TSzAc5dfhjGutKAQFJ8nD53BeUF11g9MRbCA7t2gNvt6qkViMG09LowRzYv4Gk3iT6WqgGArvVRlFeLgXZuRTm5FBdXtHtegZTIMNGLSAiejB6g7n1msHlaG2UU2Qf2WjLzgiPTEWn66pPqalSc3+CguMxmtpb9fQGDQaDFlEc2FWkjZhLTVUeNdX5HD/8IfMWPdGlZUkBrFY3TqeX4OAogkMjaWqoYcz4eej1Bo4e/IT6ugqOHNjM+TN7mTz9ZkaMmtbr74KiyBzYs56MM6ouZ8SoRQxLn9/tYFxR1OdDklRi4fXKyJLqAiVLCpKi9GnQpjdoMJl16PQan7tUf6DVigQHG335PP2BmswtYDIHEBBkJiBg4EGo6pOhgCgwcux4RowdR11NNUf27ebwgd00NTbwxWefoNFo+t3i9Prrr5OUlMSJQ/uZNn+eLxZUEEBvEDGYNHhQTR6uNoCwpaXFTzT8+JeAn2j48W8BvV7Pz372M1auXMnq1as5cuQIX//613n//fd57bXXGD6864zjvzK2bNlCdnY2ISEhrFq16rof71pb2p46doZvrfoe1VU1WCxmfvPiL7lpWVfBvl6vDri6E0u3IcdnazvwtimHw86OrRsBWHbnvWxZ/35rUvh50seM73YbRVHaiUZKz9a2iuJFq1N1GH1VAa5EWZs+IyXZV6noDWKHoXVOpno/0tL7ru6EhIVx6713YzSZOPTFLrQ6HRqNhubGRg7u/IKDO78gPjmZsVMnM2riBPRGLTFJRqrLXDhsqvBW8qpJ4F5vd7PPAjq9icmz7uPssQ3UVOYCAqJGS3NjJYd2rWFQ6hRS0+ei0ejwuB14vW5sLaqY2mQJwe1UcLu8GE0iJosGUdP9AFwQwGhSQ+80fbTr2G02inLzKMzJpTAnl6rycrjC10QQhE5OP2GRKUyccVenwbsCtAZK+5bIioyISFWF+j60ZWdcCdX2FqJi1GqGTi9iNOoGTDB85yuKTJp+F7u2/5nmxkoyzn7KuEm3dbuu1ytTV+cgMWkMTQ27yM89y03LHiV58CiyLx3n2KFtWFsa2Pv5B74MjiGp47qQB0mS2L3jXbIvnQBgzIRbGZLWFuTYoQWq9askq6RCkRQkWVF/r/vDv0XQakQCAlWnqAHdFwG1ihNgAFGgi52B0jZMVzotUwC7w4msSMiCiNvrxul1oBbslA5bKK276LhndVnb61fCGGxi/rJbmH3zYjJPn2bT+++y7NZbB9TidMcdd3Do6CHu/8YtGExaDEYRnb5dw9PUoH5uXG0AYWDgwEmVH35cD/iJhh//Vhg5ciQHDhzg5Zdf5oc//CEHDx78twz6awvoe+KJJwgICLiux/JIbuye/mkl+oKiKLz56rv8/hcv4PV6GTpsCC+9+TyDh/acEmw06bDbes45yM0aeFBfG3Zv34rN2kJ0bDwz5i6kqqKMPZ9/yqG9n/dINBob6mlpbmpNaw5FUZTWQWn7KFurAzxKr2Lv7qAoCg6bnfzL2UDPtrZXoo2MtDQ1UV6stlxdKe7uDfNvuZnszExqKioZOnIEoyaM59zxE+ReukxZURFlRUXsWL+RpKHDGTx8LJExg3DYwN1r2je0DcY0Wh3jp6/gwqltlBdnIEseAoOjaGmqpiDnGKWF59AbjNisjb4ttVotjXUlhITFo9MbcdplnE4Zk1mDySJ2GfSaLBoEUUBGRqSzZa7Dbm8lFjkU5uRSWdaVWETERDMoNRWj2czRPXvwuD3qKFVRiIxNYdyUu7pUCCR3d45hCk2NJTgdDWg0OiKi0rgSbpeNxnqVTMYkpBMQqO93609vMJqCmDRtJYf3vUlB7jEio4cQn9hzH39kzAg4t4ui/Iu43WrK/fD0aaQOm8iF8wc5eXQHjQ3V7PjkDaKik5g2exmJyeqkjNfjZsfWNRTmX0AQRMZPuZO4+DE4HB4kSfaJtWVZJRWK3KqvuOJ29ehiJqgtUqJGRKcTMVt0iKLoqxS2jvi7oKPBtFYvEhisR6tVcMk9O4r1BIfDjaTIKIKIR/Lg9Divmgh2B61Wy9CRI3A6HANucVqxYgVr165Fb/ASGNxeMfN6FJrqJRqqdUTHxg44gHD9+vUMGzaMsLCBV4f98ON6wE80/Pi3g0aj4cknn+S2227j8ccf57PPPvMF/b3xxhtMnjz5n32KveLIkSMcOnQIvV7Pk08+ed2Pd62qGVarjR89/XM+3az6tC9dfhO/fu5nWAJ6F54aTdoeiYbDYff51A8kqA+gpbmJXTs+aT2Xu9FoNMyct4g9n39KxtlTNDbUd2rFsttsHDu0l907VOtdRVH4yXefICYunlnzbmDctKnozToEUcDpdNFHfEYnOO0Ozh8/ydnDx6iprPItP3/sBAajgTFTJmE0d22/UdHeNpVzURUXxyUndRK49wWtTssdDz7A6394nsvnzpOSOppFtz3MpNlN5GScIe/yGRrqKinIyqQgKxODyUJK6ihik0ZjMPSV8qwOJUVRw5jJyzAYLBTkHKWlqZqQ8ARaGiuQZQ8333RrJ5edtWvXsmHDRkryTzF68u1ExgwBGRxWCZdDwmTRYDC1Ew6jRfQdz2ZtoaygiMKcHAqyc6ksK+tKLKKjSUkdSkpaKilDhxAQFETmmbNsePNtJEnyVTSi4wcx75b7kCUNLU2SbyQrS+Bxdz9wbWubiogajkbTVWektk0pBIfGExkZ3c93qX+Ijk0jdcQcci7t58zxDYSExmMJ6L59JjgkFktAGDZrPRczTjNq/FREUUDQahk9YS7DRk7h3Kk9nDu1h+qqYras+wvxSWmMm7yIk0e2U1WejyhqSR9/J0EhQ2mxOpFlGVkCWVF6rUR268aGgKgRVIIhCiCAVidgNGlQBLnVZrlvCAJYAnWYzFr1fexX2aQz2nQjgI9cKLLaAnU1UJ3DNBiNGgwmDUajFoNJQ2O9eoyrbXGy252YLAE010s01nhpafT6HvVx06axfv36AQUQbtiwgeeee84vBPfjXwZ+ouHHvy2SkpLYtm0b77//Pk899RQZGRlMmzaNp556il/96ldYLP1Pdf1Hoq2a8cADD3Tr8X4tca2SwHOz8/nmV79DXnY+Wq2W//nVMzyw6p5+/THrTRCen5OFoihEREYTGt4fLUM7dmzdiMvpJCllMOMnTQMgNj6RIWnDycu+zJEDe3yi8IsZZ1nzygt43G6WL1/exe5yw8fvsm3Tx9yzSrWdlOT+61nyLmWx6c338Ho83e97wwYOfPY5t3/lfoaMGNZle7HDPcy50L+2KTVYri2XQsLllPG4Qxk1cS7nT+xh9ycbWHZfAmZLICPHz2Tk+JnU11aQe+k0BdnncTlsZJ0/Rtb5YwSHRhGTMIrYpHQMxp6qa6pyQhQERoxdhMFo4XLGLprqy1iyZEmvLjuPPLKKHTvWMn76SpVsoA7ybc0STpuEKVCDIHioKCrg+N58inLyqSot6xJwFh4VpRKL1FRSUocQGNzZwvjEwYNs+2gd+CpU7SRDq9ODDoJEgZZGL7J8ZctUhytV5HY3qdiu74OoEairVfUZCUm9WZT2NDxWOn3bcQa/7ftho+ZTW51PQ10pJ458wMz5qxB87WSd9xqbMJLcywfJzz1DeEwagUE6DG3aKK3AmCkLSBk+ifMndpFz6ThlxdmUFWe3XouO9LF3ERiUiNPhvaoBfRu5EDUCmlZy0QZVr6IZkOjGYNQQEKT70hUit7ud1LQRDVlW6KkpT6cTMRg1KpkwaX3fG4xajCZNp7amzuerflZcbYtTVZFAZb7tSh5NfW0Npw6rrmKPPPIIW7Zs6TNH49FHH8VsNvPQQw8N6Fz88ON6wk80/Pi3hiAI3H///dx44418+9vf5r333uOFF15g06ZNvPrqq9xwww3/7FPshJycHDZuVDUF3/3ud6/78ezuFiTF86X28emmHfzwqZ9itzuIjo3iz288x/jJY/vesBWmXnqyrzY/o76uhgO71crKshX3dRoAzJp3A3nZlzm07wsWL72dy5kZ/PWPv2Xx4sW88cYbvdtOvvwXHvj61xk0bGi/Bl15l7JY+7e/92vfa//2d1Z+7atdyIYoqEMfr9dLXlYWAKnp7XoVWVZFrW2Bdy6nhNstd9tGMmbSPEoLL1NfU8HRPZuYf8sDvnsTFhHLxFk3MXbaQipK8ijIOkdZQRZNDdU0Newm+8IewqMHE588msjYVDSazu+bArRNCCcOGk/e5QMsWrSw1wFQTEwMW7ZsZtmy29i1axOzF38Dnd6I1+OiobaE+toi6mqKaG6s7FKxaMsKGZSWSvLQoQSFdJ+NoigK+3d+zp5PtgFqG5oiy51IRtuutTqRoDAt9ZUSsiR1+w431BXicdvQ6kwEhyUjt7b6iII6oy3JDupqVI1PdPxwX8Bjx/vUP+FCLxAExk+7kwM7X6WhrpRLGV8wYmz3n2UxrUSjqiIbt9tFQ72MRuvBYNCoom23goKWtJGLCQ0fzsnD7yF51QqjLHmpLM9AqwtCb+h/T39v5KJtDZNZMyCrYlEUCAzWDUjs3RtUIXj7vrVaEUugjpAwYzuhMGowmLQYjRo02qsjNsGhQSQPSWTd+oG1OK1bt46o2Fgkj4Er+Uthbi7vvvISNqsVk9nMjp07ue2223oNIHz00UfZsWMH27Zt84f1+fEvBT/R8OM/ApGRkbz77ru+oL+CggJuvPFGHn74YZ5//vl/mX7V559/HkVRuOWWWxg5cuCahIGiyVl/1dt6PB5+9/Pneetv7wEwbdZk/vi33xMeOTAnk94GDm35GQNtm9q2aS1er5e0EaMYnj6m02vjJk1l7XtraKir5ezJ47z/5l8HZDv50euv89QvforO2Lvex2l3sOnN9wa0701vvsc3fvbDDm1U7TLw4rw83E4XloBATOYoqsqduF2ymgdx5XRnDxA1GmYuvJNtH79CaWEWeZfPMHTEhE7raDQ64lPSiE9Jw+V0UJx7gYKsc9RVlVFbmUdtZR5anZGYhBHEJY8iJCweQWjTTCjICpQWnUeWZdasWdMvl5033nidxMREzhxdj+R109xY0aViERAUSlzKYIaOHMrgEUMICglBEDS+io/UjUWtLEt8vmkLx/ceADqTjDk334uo1XbORgEUCTRaEDSgSF3va5vIOzJ6GKIoIiNhNOjQGdQZ7bL8SyiKTFBIDOaA0KuqAvQHZksoYyYv49Thj8nLOkR49CCiYoZ2vhYFLIHRmMwhOOyNFOVdIjQsGUlyo9HoMVosaEQRySvT0lTL+VPrkLxutDoLJnM4LU3F1FSep7b6IjFxE4hLnIq2G4ct6A+5UCGKAiaztkfRf3cwmbVYAr+EkF4Q0OlEtDrVLlerFXA7JcxmHRqtwOBhwej0GkaODScopOdk74FCUcAre7n57oW89vt3B9TitHHjRpbcuaJLleTM0aOsf+ctJK+X2MRE7n1sNdXlFaz7+1u9BhCazWa2bdvGjTd2NeXww49/JgTlyk97P/z4N0dLSws/+tGP+Mtf/oKiKERFRfHnP/+ZlStX/lP7VmtqakhKSsLpdLJ3717mzp17XY/nkdwUNWRzNbOrVZXVPLXqGU4dPwPAY99axdM//MZV2fDW1tg4fby0y3Kn08EzX/8Ksizzy2dfIjwyqputu6KyvJRf/+g7KIrC937yfwwaktplnXXvv8menduIi0+kuqqCkpKSfg8AkpKSWHT7MibOmUlvXp3H9x5gz5ZPB7zvBbfdwqQ5s1SnJzd4XeByyhzYuYWLZw4zdMQEZixc3uf+ekPGqX2cOfI5Or2BZfc+iSUwBEAVxqK0C987fPw3N9SSn3WegqzzOO3NvuXmgFDikkYTlzQakyUYRVE4uut1liyez0cffdTvc1q5ciWbNm3C2+qta7KEEBaZRFhkMomDBxEc3t7jbgnUEBKhhveJgqbLjC+ojklb3/uYCydPA6qGRJYlH8nQ6rq27CkytDSowXGKAk6H1Mm2WJa9HNn7ZySvizGT7iMqNgWdXkAQRUTUFqBj+96hpiqP4aMXMnTE7H5f/9Ui49Q2ivJOoDeYmbXwcXT6ANUBSmrXUORc3El5yUn0BhNuV3sSuyUggsiYsQQGR3H5/CY8HgdGcxjDR92FwRhES1MpxQX7sDaXAaDRGohLmEp0/EQ0Gl2/yUUbtFoRo1nb7fvV0/qBwarVbW/QaAS0OlElEbo2UiH6vl5ZjXDYPJQWWX0/Dx0RgiAIjJ4QQWiEsX8n1wtUguHG7XUiKzLWZhsPL/wWc2bP7VeL07Jlt7F7zx6e+smvCI1QK3WyLPPFJ1vY86lamRs+dgzLH3oAvUElRg67nXPHT3Dq4GFqKit9+wuPjGHR4qU88+3vMXFC19ZMP/z4Z8Nf0fDjPw6BgYG8+OKL3HvvvaxatYpLly5x99138+677/5Tg/5eeuklnE4nkydPZs6cOdf9eC2uBq6GZBw7dIKnHn2Gupp6AgIDePal/2XRTfOv+jxMPWRpFORmI8syYeGR/SYZAJ+s/xBFURg7YXK3JANg1rxF7Nm5jeqqigEn695xxx3sPXCACbNn9DhgUhSFs4ePXdW+v9izj8iY8aiah3Z3pZJ8tW0qPmVY9++a0vmb3lp0RoybQUn+JWqrSjm8eyPzb30IQRB8bUBt9p8dERgawdhpCxg9ZR4lufkU5pynuiwLu7WB3Iv7yb24n7DIZKLi0mhuqhmwy87KlStZt24dqaPmEZs4EpO5tRVKEAgK6/yM2Fok7C0SgSFagsPVgWVHuN1uNqx5h7yLlxEElQjIkkRUfEqPJAPAaVNJRuthMZo0uFwS3lZReH1tPpLXhcEYSGxiSrtOQFGQBRmv00lttWpeEJNwfSuSsqzayw4Ztoi66iKsLdWcPrqeMZPuRRDEVkcoqKvJo6YyA41Gw23LlnYS5K9bt47169cDKjGzBEQzbPRKdDrVwCEwOIGRY++jsT6PkoL9OOy1lBTup7L8NEmDZxKXMK7PYLw2DESPoVrW6jBZtL62Ju0V5KHjV2GAlQ67rV1jpdEIvgkmqZsK1kDQRjBcXmcnlzpLoJmk1AS2b9/OsmXLeOONN3pscVq1ejU7duxg4a0PYbeJhEaA2+1i3Zt/J+PUKQBm3biIBUtv6ZQRZTKbmTZvLlPnzqGytIX6ahs6nQGTycLYsckUltQyZvRQdLqBJrn74cf1hZ9o+PEfi+nTp3PmzBl++9vfdgr6+/3vf8/Xvva1f2jQn91u56WXXgLge9/73nWvrCiKQtMAReCKovD6S2/y3K9fRJIkhqen8Zc1z5M8OOlLnUtPYvDstvyMAegzivJzOXvqGIIgsPTOe3tcLyYugZQhqRTm5Vy17aTDZsXUxVBAHajYrTZqKquuft8OGwajBVAH/s2NdbQ01SGKGqITBrUTgquEIIpMX3gHn370ChUleeRkniBtVAc3tlbb1+4giiLJaUOJSRxEc72DqrIsyosvUF9T5PsHV++yU5h9FJM5GKMpSG150Qvd/j4oQHOjF2uzl5AwA0Fh6qDUYXfw8atrKC0oVIPoBAFZ8hIVn8Lcm+/rkWR43eB2dK5QCQIYjRrcgoLbJVFb1er6lZjeVYysyFSWX0JRFIJCogkIvHZhaIqCz1K2LTSxvdlAYMSYOzh1dA2N9UUU5BwiPnEGCgqN9QXkXNzA4sWLWbOmZ43QI488wvbt24mOm4pW27k1ShAEQsNTCY8cSl3NJYrz9uN0NpF3eQflxcdJGTqXyJgRvXxm9a7HEIQ2FyrQaETMATqiY00YzTp0ehGNtvv3/8vAZm3XzXSsdkgDDcRphaIoeCQ3bsnViWB43ApNtV7Wv/Upl85kI4oiu/fsITExkTvuuKML6duwcSNajY4FSx8gNnEILS1OqitcrH3zVUoLC9FoNCy9927GT5va47kIgoBebyYwSK10KEBzix2zvoncvApGDP/nTKT54UdP8BMNP/6jYTAY+NnPfsaKFStYvXo1R48e5YknnvAF/Q0b9o8pNb/11lvU1tYyaNAgli//cm0x/YHd04Ik918E3tLcwg++9VM+37YLgDvuupVfPPtjTD1asvYfGo2ITq/B4+48eM5t02cM739Q35b17wMwZcYc4uITe1xPURTGTZxGYV7OVQ+IHQ47BnP3bRZOp6PTugPdt8ftxmhsJzHlRaoLUFRcMjr9tekhDwqNYNz0RZw6uJ0zh3YSmzgES1BIp3UUpTWYTFa/ynLr97L6vcFoJDx6FGER6TjsTVRVZFJVeh6Xs/mqXXY8bifnj2+mIOsIIyfcRFxyz+8jqOdRX+uiucmDTu/gk/fepKa8UhV5yzJSP0iGIoO9uedBpiVIgxmJ2qocAOKSun8mK0rVZzb2y1QzlPZqxZUtUFeu0/ZP1ISQMuQG8rM/paTgIAFBCZgtkeRnfcLixYvZsqV3jdCWLVtYtuw2vvhiJwFBSegNJl8loWNbVGzCaKLjRlBRcoai/EM47A1cOr+JksKjDEqdR2j4oE6kQBQFzAGthEEjotG0Z2doWluu2nQXGq1IZLSJwODrm3UkeVXDhDZotO3nezW5OG7Jhcfr8mlx2shFQ60Xa6NEYW4um99dC8Atd91NWHgEb730ZzZv3sy6det8+4qKjWXBzbcTGZOOVq8+p3XVZax7811sLU2YLBbufvQRUoYO7XoiV17jFR/tzU0OQoMdXMoqYeiQGHQ6/9DOj38d+J9GP/4rkJ6ezsGDB31BfwcOHGDs2LH89Kc/5ZlnnkHXwwDlaqEoCnV1dVitVkwmk8/S9tvf/vZV6RwGioFUM7IuZvPNr36XwvwidHodP/m//8c9D3UVKX4ZGE26TkTD5XJSVJAL9E8ILssKlzLOcTlTbRGZvWAZdTU2vJLcKbnY65V9M8Oh4Wow2dUOiI0mE6Kgzoa2tSnJikJ5YTGnDhz6UvsOCjOhEUSfPqCsUCUaccndt4L1F4qi+FpqFBlSUidTlHuJ2soiDu3cyPSFD6Aogi+IrbeskLa3X68XcTkkDMZgkgbNIHnIdE4feo21a9cOyGVn7dq1aLVan0ajpamaY3veQm80EZ+cRmRcMlGxSQQEh3X77DXW1rHnk3ewNjegN5iQJE+/SAaA06p069Kl1YlYArXo9CL5WReRZS+WgDCCQrq2w3ncDmqrVLepgRANxUcqlNZnE65seVNaiYUiKT3mV0TGjKK5sYja6kzyLm0lKm4csuxlzZo3BiDIT6Kh7iIx8ZMQRQGNVugiwBZFLfHJk4mOH0Np4XFKC49hba4k49SHhEakkJa+kNDweIwGDSFhBsR+uDUFhRiIiDZek1DDvmC3dh6FdzxmfysaiiLj9qoVDFBwu2Sa6ySVXDRIvvYwa3MzH7z2KrIsMWbyZKbPm88Xn2wBYPjYsYwYPZaP//4GwaGhPPXTnyMKAkX5LdgdTkryL3Jg51q8HjdhkZHc+8RqIqL614YpeTtfR1OzA1BotjeTlV3OqPQvV4X2w49rCT/R8OO/Bm1Bf8uWLePxxx9n+/bt/OhHP+Kjjz7i9ddfvyZBf42Njbz11lu88sorZLValYL6h95sNv9DqhleyYPd3b8k8M1rt/Lj7/4Sp8NJXEIsf17zHGPG95YNcHUwGbW0NLX/nJd9GUmSCA4JQ28IpqHB0YkoeL1yh58VZElm3QfvApA+ZjYOuwGH3drtsTRaEUFQ0OlMGIymAQ+I161bR2RMDGaLxTfgdVhtZJw4xdkjx6ltDeTTarVXte+ImGgSBoegFTV4vQotjQ6qy9V2pISUzinUHQmBorR+bQ1T60goZFl1g+pOuz5y7C0cqnmNuupicjKPkZI6pc/z7Dj01Ogg2KzD7VIF1IIAiYMnsWHDxgG67GwiZdh0LAFh1FTkUl2ejSR5cDsdFGSdoyDrHABGcwCRsUm+fyHh0TTVV7P3k3dxOmwYjAF4PC5kyUtkbN8kw+PqmoCu0YqYA1SL0zYUZJ8HYNCwMWi0GuQrBqVV5dkoikxAUCTmwLC2aJFOUBSQW4mu1KUFquN6CrLUSkLk7tfpDimpN2BtKcfpaKC6/CR33jkwjdDy5Xfw6Wd7iE2YiKKA2yWj06s6CI1WQBDVrBRRFBBEHaFhC0lLn0bupQMU5Z2gobaQY/veID55JFNn34yo7b3iqddriIo1YbJc24mc3mCzds7A0XRwv+pLoyHLslrBkNy4XRKNtRJNtV6sjd525i20r/vh66/R3NhIVGwsyx9QdVB5l9WMlaHDR5A+fjzad7Q0NTRQXVFBTHw8YZFGTm7excmDnwEKMQmDWbziPkIigpFkLxpR26fMpaOBAYDHI2GzOREEDVk55aQOjcVg+Mfdcz/86A1+ouHHfx2Sk5P59NNPfUF/58+fZ9q0aTz99NP88pe/vOqgvx07dnDXXXdht9u58847+dWvftUpJXnjxo2MHDmSjz/+mMWLF1/jq2pHcz9E4C6Xm9/85Fne+7vqGjRr3gye++tvCAsfWCsQtPYveyQ8bgm3W1IzH9p+dqnLCgsaqChr9pGIY4dU0WN07BBKi5v6OAIU5J6nurIIrU7PxGnd3ztBFBAEcLvcXLpwhFNHd+ByOtiwYcOAbScX3X4rKAr5l7M5e+Q4WRmZyOpUNFqdjpHjx6A3Gtm4caCD7Y3MunkJHgc4JQlZUsi/lIUsSwSFhhMRE4XLKeNySK3Wtmob05eBOSCUYWMWcvHMdnIu7CMyZgiWVn2BQNcnRUBtN9EbRXR6Ea0On6bD1iLhcsjEJI4k9+K+fgeJrVq1ClGjIXnIJHR6I7GJI1EUhfKSM1w+sxuvV52FFgQBp91KSd5FSvLUNiWNRossyyiKjMEYiNvtQJG9hEUmM3bKChxWAXOAgkbXzfBMBkdLh+A2jYA5QIvB2Dl8zemwUV6iVtiGDB9LYLCOpnpPp5njilJVvxGbMEIVhyOBLPbeAoV6g9tIYlsr1NWaPWo0eoaOWMaF0+/gdjuuWiMkim70BnOne6Drxr0JwGC0kD5+CYPSppGTuZfSonOUFV1kY/ElUkdOYtzUGwhodTVrgyBAaISR0HDjVVvWXg0URcFu61zR0HZonbpygN6GNoJhsztayYUHa6PUgVx0vYbPt2wmL+syeoOB+x97AoPRiMvppKRArXoNHT4CvcHAkBEjyMrI4NK5s0RER7Nz0wecPHQQgNT0SUyafTNejwaPW0Gnl/HKXjSipoPx9RXnKql5NleiqcWOxWLE7rRxOaucsWOS+7xffvjxj4CfaPjxX4nugv6ef/55Nm7cyN/+9jcWLVo0oP3t2LGDpUuXsnjxYl5//fUeRZmrV69m6dKlbN269bqQDTUJvPfsjIqySp5c9V3OncoA4Jvfe4xvfu9xNBp1dleWVeLgdknqV7eE2+XF45ZwuTsQig7f95XzYLe5cTnbZxrLStRe+PiEvluFZFnm6MFPABg3cQFm8xXBYoLaHuF2e8jKPM7Jo9tpaa4DwGIJwum09XtA/Mgjj6AoCgVZORzZvZem+vbWqNikBMZOm0L6xHEYTSZsVjsXTpxm1apVveZotO171arVaDRaIqNGUVPm9Q3ycy6oM6BxSWm4nQoCgppMbAJQZ8W9HpV0eD0yUv9Dy31IHDSBqrIs6qoLyDi5lSlzH+xkhiAIqLahBjWUrtsMBEHAEqQFxcnpw5/i9Xr657KzahXbt29HURRO7H+PuKTRrSnkFoaPmUJq+mhOH9pBUU4GiqJgMJmJTRyKy2mnurwQydt+wS6nWqnTag0EBkdTX1NESHgCHrcRvVGtUnQ8d3uLWvkRRAGzRYPRrOm2LasoLxNFlgmLjCM4NBKAkHA9zY0ePC4Jj8dJbZXqNhUWOQy7TSWJarrEFbavbfoKXwVKuaZZG5aAaOKTplNWfOiqNUKK4ul0H2RZwW7zotOr6djd3aPAoFDm33wPLc0LOHV4B8X5mWRnniDv8hlGjJ3BmEnzMZosmMxaomLN6A3/ePcjl0PqUrXoTQwuyxJWu4OaKjuNNV5sTb2TizZcOn+OvZ99CsDyBx8iqvXZL8zNQZYlQsLDCY2IAGDEmLFkZWRw4cwZci9dIj87C0EQmDTrZlJHT/bd6+Z6D+ExekBGkhUQNYh0JX49VWWampzExYDdYyUvv5LU1BjMpmuXGeKHH1cLP9Hw478abUF/9913H48//jgFBQXccMMNfOUrX+G5557rV9BfY2Mjd911F4sXL2bTpk29ijI3bdrE7bffzl133UVRUdE1T3C1e6xdkoolSVYJgUfi4J4j/PSZn9HU0EhAYCDf/uEPGDN+IqeOl6lEwiXh9Xw5x6Pu0NEn3+txU1WptgrFJfYtfMy6eJyG+koMRjPjJi30LVdQ0Go1eDxesjKPc+LIZzQ11gBgtgQxccqNjBwzk+OHt/V7QLxjxw4URSEr4wIAeoOBtNHjSRs9kdCIWGRJoaZcQfbaUYDpi1awfdv7LLvtNt7oJbV31SrV0nLuzfdiMJjbx6WK7BOCJ6QM82lCOkLUgU4HJpN6zbLcRjxk9atH6dPFWBAE0icu5fDnf6OpvpzC7KMMGTlDbZvRqwRDEAT1vHoZYHncLo7u+ZCaiiJEUUtK2lR27tzZrctOWxVPFDUEhyXQ1FBOS1M1WRm7yL6wm4joIaSOGUdCyjBm3LCcQcPGcGL/NmzNjRRmnycsKs5XRTKag1uzPdQL9XpdFOUepyj3uPp+B4QREp5AeFQKsUkphEaGILkFPG4Fk0WLyaLpdWa9IFtt2xqUpoY/Kgp4PTI6vYDTrlCSfxlFkTFbIjAYwltJBtBKIdraoNp1L9eOWAgICKL6HgqC+jUheSJlxYeuWiOk0XQvyPa4ZbxeBaNJg7bDAF2nFwkONSCKAqHhMSy69WGqygs5eegzqsoLuHB6P1kXjjN93iIW3LL4n0IyoLPbVBs6tU61VjTsdg81VVZqqxz9JhdtqK+t4eO/rwFg+rz5jJ3c3orY3jY13Ecgho9Wn6nyYvUzT28wsPKRrxAQNAi7zeMLlLQ2eQmO0LVWYBQk2YuCBlHUdOKxPU002O0u3F4vei043U4uXy5jwvjBfV6PH35cb/iJhh9+ADfffDOZmZm+oL8333yTTz/9tF9Bf2+99RZ2u53XX3+9X6LM1157jaSkJN5++22+9a1vDfhcvV4Jl8uDy+3F5Wz96vLgcnmoaCilydbcqeogeWVkWWbn1o1s3fgRiqKQmDyI1d/8LhGR0VRXda91uJbo6O1eWVGILHmxBAQTHBLZ63aS18Pxw2qA1cQpN2JQp/kRNAKConD5wglOHPmUhnpVN2E0BTBhyg2MHDMLjUaHLCuMmbCYC2cPsGPHDhITE1m+fHmnZN2169axccOGVgemzgPEsKgEho+dh8FowmnvSsDikoYy95b72L1zbc+Wlhs2otFomTDjLgKCUtTiT+vjVF9TgcNuRavTEx2X0u09EDp80xagptWIGFsNsRQFvF6VcHjdEh633O2sp8kcxMgJN3D++FZyLx1gaPpwAoJjfJkafZEMp8PG3q3v0VBTgU5vYNaN99BQ24QkSYiilm2f7ezksqPT6ZEkiWGjbyBpyETcbgcVJZmUF52nqaGCmspcaipz0RmMJA9NZ9Cwcdx01xNkntrHpTOHqa8uB8ASGIHD3gQohEQkMXzMIprqSikvuYC9pRaPx43dWo/dWk912UUyTngxmoIIj0ohIXkQMYkpCEJEj9dlbW5s1cgIRMaMoLHOjdfTPvOt0QjUVqt6q4joYchKO6lo08eA0O+Quu6gkggBUQBBVN8HsZVUXNlB43Q0UVJ07Ko1QgFBkT2mf4N6bY4O1Q1LgI6AQH2X84iOS+HmFY9TWpTFmaPbqa0qZ//OrZw+up8Ftyxl8qzZ/xDji45w2LqOwtsqGl6PTE2Fk3PuGpoanAMiF23weDy89+pfcdrtJA4axM0r7+r0ehvRGDJ8hG9ZbXWVL7HebLHwlae+RVRcDC6nhN3mRUCgrebVXO8hLKqdBMpIyLKCtoNuQ+6h/QugqdFOZEQQdo+VgsJqhqXFYbF8+YBCP/z4MvAng/vhxxU4fPgwq1ev5tIltSd72bJlvPzyy8THx3dZV1EURowYwbhx4/jwww/7fYy7776bc+fOcenSpVbi4MXp8uB2edSvbi8uVyuBcHt8hMLt8uDtwTlFViTqbFVcOZtqt1l5629/4cI5VRcxY85C7nrgEXT662sz2REej0TO5VoAjh/exokjn5E6fCI33vLVXrc7d3oPB/esxxIQwt0P/wiNqEdBIS/7LGdO7KCxvgIAvd7EsPS5DEmbjijqunRynT21hYKcowAEB0fQ1FTre63NCcloCiB15ESGjpxATWUJR/ZsRvJ6CAgKZc7N9xIaHt3jebpdDnasfx17S6PPVQkgKDiSuJTxxCePRqdT/+DrjRqCQ3QIgsC547s5d3w3SYNHMu/m+/p/Q/uAJKkDK69Hbg20A51eQBEk9n/2AWWF2YRGxHDDnavRiKJKNHoZcNlamtjzyTu0NNZhMJmZt/QBQiNi+PTDV2huqGHIyNmIooacC3sBGDZmEZLXTe7F/YSExTNt/ld8+1JQsDbXUlN5gdL8C9ht7SnkAcFhmMwB1FQUdzmHoNBYJs2+j8a6Ui6c2IwkebnzzitI49q1bGgljXIHSy2DyUJ0bDJRcclERCcRGByDLAl4PTJZFw5z+fwXhEUkMW3eQ12O63a52L3teWRZYvTEr2Iy90RaeiYbAgKIIHaoSgitpKJL61UPsLZUU1JwlOrKTF+rokajobS0tN8aocTEJFJS55OQ3D/jC7NFS1ikqZNoviN0OpHIWDMms4bzJ0/w+ebN1NeqVcWwiEhuuO02xkya/A/JLJK8MvnZnfVesqQQGW3B5VCw293ojQKJgwJ72EPf2PjuOxw/sB+zJYAnf/xjQsLas1RsViv/+73voCgKP/z9swQFh3Di4AE2vfcesqxOUgwdOYIHvv64b5uqMgfWFq8vN0cQIGGIqVMVRoWARtQiItDcINNY2711eUiwiSGDYwCBMHM0QwbFMHlS31VjP/y4nvBXNPzw4wrMmDGDM2fO8Jvf/Ib/+7//Y8uWLezdu5ff/e53XYL+6urqyMrK4le/+tWAjnHnnXfy8ccf89Y7O7FYggZ8joqi0NLShNPpwGg0ERgYjNOjWhx2RElRAa/95Q/U1VSj1eq4+6HVzJizYMDH+7LQ6jQ+5XGbPiM6dghOl9dn/6m2ncg+wazL6eTE4e0ApI6YR2ODh4rSDC5lfEFjQ3nrfg0MHTaLoWkz0enVgXx3Uydh4Uk+omG1dh6MxCSmkjpyIvHJqWoAHGAJCiMwNIL9n32ItbmBneteZ9rC20ke2n2+gt5gwu1y4vV6mTj7Jk4d+AyD0cLMGx9FkTsPGrwumeYGD0GhOkoL29PArxVEjaqlsARoMQVo0IgCsgwupxeb3c28W+5g7Rsv0lBbyaVTBxg9ZQFCJwuljjdQoamhlj1b3sFua8YcEMz8ZQ8SFBJOcW4mzQ016PQGUtOnkHlqj28rS2AYQSHR5F06SGN9Gc1N1QQFt6W/CwQEhRM/eBHjZy6kuqyQgqxzFOdlYm2qx9qkaoz0xgDcTpvvfJobKrl4+lOqy7P7FVC3Y8cOzAHh2K0NuBw2ivMvUpzfJjDXERKeQFhEImVFqlYpLind1wbVUeBdXX4ZWZYwmcMIDI7A20M8jSCouRJtxK6tQoFw9dUORVForC+ipOAoDXX5vuVBIfE47I1IXscABPmrETVaYuJG93lcQRAwmbVotAJNDS6MRg0BwXpf+5kAhIQbCYtsF3uPmzKVURMmcuLAAXZv+4T62ho+euN19u/cweLbl5OWnn5dg0rb0sBlScHtUnA7FTxuCVF0gqCSTkW++pau00cOc/zAfgRB4O7VqzuRDICC7CwURSEqNpaAwCA+XbeWA5/vBCB1ZDo5FzMpys3D4/H47NRDIw3YrBKC0lrVUKClwUtIxJWOUQqS7EFB0+PzB9DS4kJWFEQBHF4rRcW1DBsWT1Dgl89D8sOPq4WfaPjhRzcwGAz8/Oc/9wX9HTt2jCeeeIIPPviAv/3tb76gP6tVbTu6WlGmzWYbENGw2VrYt/dTPv98E2WlRb7l8QnJzJi7kCkz5mBudc06cmAPH739Gh6Ph/DIKB795vdITB40oPPsC+rATHWS8mVYtOYF+CxqW5fV1thxOpxUlhcCYDTFU19r73HfWZn7cblsWALCMJuD2bPjFRrqSgDQaPUMSZtB6rBZ6A3mHvfhctkpKTxDzuX9vmWS5EGvN+J2Oxk9YS4TZy3xzTh2vLKwyFhuuusxDu5YS2VpPgd3fEx9zSzGTl3YZYbWabfitFsBgcRBwzl14DNcThuiVkFydxxcqd973DLV5Q3UVZcBkJDc2dZ2oNDpRcwBWtVRyaThSjmCKILBrEFr1BIcFsEt9yxn45vvceH0AdJGjyIoJFYV9Xc4R4C66gr2fPIOLqedoNAI5i99CEtgMIoiceGkek+HjZlGaGQALmejbzuNRofBGEBUXCpVZVmU5J9i5PibfHvWaIXWWVuBmMTBRMYl4XE7fXkiAG5nW0ufgN5gwe2yUl2eNbCAul27mTL7cRyORpobSmlqLKG5sQyvx0lddQF11QW+7Ypyz9BYV0dwaCJBIQno9OrgrKZKbYeJjBmOTq9Fp1PwuGUfgWjXTrSdrdivCkVvUGSZmqrLlBQexdpc6bsPkTHDiYwaTl72F3jcNnQ6M9t37OiH/kjVCKWPX4lW13srjUYjYLJoO7tyOSXcbicBQTpCwgxExZoxGLvef61Wy/T585kwfTqHdn3B/p07qSgp4c0//4lBaWksuWM5SYOHfKl70x3a2qKa671qKJ+iICkyIPtIBqCKrK8ClWWlbHrvPQAW3LKUtJFdJxxyW9umUoam8u4rL3PpvKr7WXjrrcy8cSEv/ORntDQ2UZCdTVq6ur1eLxIYrKO5UWlNHFdobvASFKpD7IYTyUh4PDIo3VfBJFmmpcVBcJAZp8eORR9E5sUSpk/9cp8vfvjxZeAnGn740QtGjRrFoUOHeOmll/if//kf9u/f3ynoLyAgALj64DaTqedB8pU4e/Yof3z+p7jdzladwbOdtQAfvc3WjR/y0KNPcuHsSQ7tU1O+R42dwMNfexKzJaDPY6iJxe3koFO2RcdlrUF5kiT3S/eqKAoup5Xykmxk2YveYCEgsOe+eZfLRs5l1QJSEDUc3vcWoA5gB6dOI3X4bAzG7q9HUWRqqvIpyj9JeWlmFxJhMgUwZNgELpzdj6jV9nr+BqOZ+bc+wNkjX3Dp7GEunj5IQ20lM2+4E4Ox/b1rqFM1IoHBoZgDgtHq9Hg9bjyuZkQhxLdexwnditbKTlhkHCbLANs5BAGjSYM5QIM5QIteP7DWlJETxnH5bAaXzp5n/2frWP3976AIetxOGZddxumUKcrNZe/WD/B6XIRFxTF/6QMYTSqJLcnPoqm+Gp3ewPCx0xEF0ecIBep7BgIJrW5XFcWZDBu9EK1Wj4BKjNrgcbvY/9mHVJcVIogahoyYRcHlw0iSB1HUIste3C5r62ULrFmzZkABdTWVl4lPnkRwSALxyjRkScZhr6WlqZTy4tPYbWobXUtzJS3NlZQWqQJzS2AkwSFx1NeotrdJg9OxBLQ5s4HDLnUbAqigIPQwEOwLktdNZdl5SouO43Q0AmqAXkz8WBJSpuD1OMk49SEejwOzJZz08Xdy5uhbPv1RTxohUaMlffxKwiJ6Fwfr9CJGo7bbc29LkFcTwHt/3gxGIwtuWcrUuXPZt307R/bspiA7m1d+91tGjhvHjbfdQXRc3MBvUAd4PTJ2q4y9RcLtUKivduP1ysiK5HP5utI9rbv3qy84HXbe/esreDxuUkems+CWpd2ul99KNHIuZtJQV4dWq2X5Qw8zcoIqBh82ahQnDx4iOyPTRzRAdTezNnkAEVlRNRktTV6Cw7p/xj0eCa+ioEXbrb6kqdlOcJAZRZFxeuyUltbROMxGSMjV2bb74ceXhZ9o+OFHH9BoNHzrW9/yBf3t2LGDH/3oR3z88ce89tprDBs2jPXr1w84JTkgMABTYBOJyUnU1Tix2109rn/27FF+95vvs3jxjbzxRs8tI6tWreJvLz6Loqi9+TfftpL5S25HkaG52dVacehAFFrbQ7yty5Q+Aq0GCpfTzuWLx7iYcYj62krfckFQyMs+TNKgCej1Xcv6509vxetV74e1uQZR1DJo6BTSRszFaOp+UO6wN1FUcIqi/FPYbe3ELzg0DrfThsPRhFarx+GwYmttn5Kl9kFJTxBFDRNmLiYsKo6juzdTUZzL9rV/Y85N9xAaob4PDa3XFhIRgyAIWAJDaKqvxuVqwmQMab/uDvutrlAHsBHRQ30WrL2fh4ApoLUlyqLppo97YFhy13KK8/Kpqaxi36c7mb9sCSaLBpNFQ3ZGJns+eRfJ6yVh0GAW3XE/iqzD61FnXjNO7AXUaobBqL5/Tkd7dUqrEREQiIgahMkSgsPWSGXpJRJSxiIIAgaDKm51OKzs2/o+9TXlaLR6UtPnkpO5D0nyEBqRxPjpK2hprqGs8BzVZZdYvvyOAQfUfbZ9D5Gx41FkAUVR1OMbIzAYwykrOqFex+gbMBhMNNSVUF9bjK2lDltLDbaWGt/+Th7+iLDwREIjkgiLSMIcGIHLIXdwoGpDm7i+/++P222jvPgUZcWn8Hoc6j3UmYhPmkR80kR0ejON9UVcOL0WSXITGBTL6Il3U1p0Aq/XhcEQRFDYIDZt2tRJkB8QFElK6nxi4kb3WckwmrSdCGBHGIwaAoL0aDQCNquHorxmImNMBIX0bp9qCQjk5hUrmbFgAbu2fsKpw4e5ePYsl86dY8K06SxatqxLC1Jv8JGLZgm3S0FEQAZcbg9uj7vL7/KVTmPd5pz0AkVRWPfWW9RVVxMcGsbdq1Z1qzdpamigpkr9DGioqyMgKIj7H3uM2OQE3zppo9M5efAQWRcucIvSbjCi0wkEheloqnP7hOHN9R6CQrXdttxJXrVi41W8iKKmi1Ndc7PD973DY8Wks5B5sYSZM4YP6Nr98ONawU80/PCjn0hJSeGzzz7jvffe4+mnn+bcuXNMmzaNuXPnsn79+gEHt0mSxH0r7mHOgpl86/vfZNy0SVgbZOprnNTX23zr22wt/PH5n7J48Y295jXExMSwefNmli1bxs6dO7nhlq+SMmQcBTm952pcLxQXXmTntr8jeT3dOj1tWL+BrIu7mTTtbqJj1dJ+U0MZ5898Rm212o8uCCIpQyYzbOQ8TObgLseQZYnK8ssU5p2kqjLbJ9DQ6YwkJI8lZfAkgoKj2bL+FwAMSh1PzqVj1NWW+7bvrxVpSupogkMj2ffpB1ibG9ix/nWmL7id5NRRPqLRJhi3BAbTVF+N09aEJQBkb+eBpyxLvlyGiKghNLVqNq4cGGl1akuUJbD7lqiBofN1mgMCWHrP3Xz02hsc2bWb1FEjSBiczPnjJ9n6/loUWSZtdDp3fOV+X/K216uQefI8jXVV6PQGRoyd5tufx+X0fR8YokejA8kjkDhoPNkX9lBScJqElLGAgt6goaW5jt2tAnOd3kTaqPlcPv8FktdNaEQSYyavQJZ0mIyxJKYEU150/qoD6hTZhU5vbhVfq2hprsRhb/BVDEwWIwkp6uyzy2WjobaUyxlfYLeqpNVpb6bcnkl5SSYAOr2J0PBEAoPjCQxKICAoxqfxobXfvi9NgsPeQGnhMSrLziPLqsbAaAohIWUqMfFj0GjU+15bnc3FcxtRZImQsGTSx6/A63FRWngMgKTBCwiLTKNYY6Si9BiiqGfslPsJDIrp8xw66jGuhCgKBAbru4jBZVmhqtxOS5OHqFhTJ/vq7hASFs6dD32F2TcsZuemjWSePcOpI4c5e+I40+bOY/7NN2MJ6H4CweuRsbXIOFrayUXrmeOVvXgVDzZHV5LRdv4dobSGJ/ZXK3Lwi8/JPHMajUbD/Y893uM57t3+qe/7mPh47n/icQJDOrfEDkpLQ6fX09LYREVpKXGJib7XQsL0tDR4UGQRRVEnf6xNXgJDOn/WK4rSIXRQUZ8ZQYMoaHwPtsvlxeF0YzLqkWQvbslJeUUDdfUthIddvRDeDz+uFn6i4YcfA4AgCDzwwAPceOONPP3003zwwQfs2bMHrVbbb1Hm6kdXYzQZmbtoDjs+2cn+3YfYv/sQk2dM4f6vPkza8BGYQrQ01XtprHOy9ZOPcbudvPHGG/1sGXmDxMQkrC2N1/jq+4/iwots2/QqSxYv7rUC88gjq9ix4x3GjF9KVWU2FWWXfOsYjAHMWfQ4AQFds0xammsoyj9JccFpXK52UhYROYjkIZOIS0hHq1VdtRobylFkCZ3exITJC8m5dIzm1rwNRZEHlHgQGhHTWbexcy31NeXtRCNC7ZG3tCYlW1uaiEkQcXnlTuWM+tpivF4XeoOF4NA4vJ5WgXiYHrNF49NbDLQlaiAQBQ0jxo5hzJTJnD9+gk/e+4hx0yeze4s6aBozdRK33LMCUdM+iNRo4MS+3QBMmTeL1DERuBwSdqunU4uaRqclOEyHtclLfPIYcjL30VRfTnNjFeExMTTUVbL7k7dx2FowmoIYMnIel89tR/K6CQ5NZPiY5UheLW3kSBDVQfjVB9S5EcXObYrVFSphCI9KRZG12Fu86A0adHoBg8FCRPQgnMfVdrBpcx9Glj3U15bQUFtCY30ZHreD6opsqitUXYkoagkMjiM4NJHg0ASCguPRaA3dDmqbm8opLThKTVWW7xoDgmJIHDSNyKjhCB1mzSvLMsjK3AqKQnhUGiPH3I6o0ZJzcQey7CUoJIHQCDX4MnHQbFqaS7E2l5F7cTvjpj6EIPRMAjQalWR0V00zmbVYAvX0Zhhlt3kozvcSHmUkOLT7a+2IqNhYHnji6xQX5LNjwwbys7M4tOsLTh46yOwbFzNr4SIMRmOP5EKtYChIstQqjlbvndvVffZPd+cuS0q3pOpKFObmsH3DegBuWXk3iYO66tsURWHPp9s4uncvAGGRkaz+3ndV84sroNPpGDJ8GJfPZ5CdcaET0dBoBILD9TTUuBAFtYWqqd5DQHDnqobUzWWqrWIyGnS+z5imJjsmo/r553Db0JuMZGaWMGf2yD6v2w8/rjX8RMMPP64CUVFRvP/++9x///08+uijVFRU9CsUbvVqVZT5xHd+yIj0sUyZcTM7PtnAsUP7OHH4OCcOH2d4+hhuvn0lQ1KHgxHOnf2C5cuXD7hlZNeeA4wZP/e6Or10B5fTzs5tf2fJ4sV9VmC2bFErMDt2fNJqR9qWlw1TZz3QiWR4vW7KSi5QlHeCutp2IbzBGEjyoAkkD57Yre6jzaEqNCyOiMg44hKGUl6qti3JktxnqvmV8Ok2ju7i0plDXDxzyPdaaER7RQPA1tKIziDgcnRum6ppbZuKjBmCIIroDSJ6gwaDQSQ6vjt7y2sN0ddycdOK5RRkZ1NfU+MjGVPmzWbR7Us7DXgBci5cpKqsHL3BwJT5sxEEMJo1uF0tndYLjzRgCdShN4hoNEFExw2jsuwSJQWnEbVjOLb3IzwuByZLOMlD5nD57DYkSSUZI8ff6QuU0+oFdHoBr0dt0bn6gLrOLT6KIlNTqZLayJj2zAO3S8LtBoNBQ01VLrLkxWwJITQiAUEQiIhWNQ6yLNHcUEl9bbFKPupK8LgdNDUU09TQas0rCAQERhMcmkhIaBKBIQlYmyspKTjSvg4QGjGYxJRphIQld/ldLS06Tt7lLwCIjhvNsPRbEESR5sZyqivUUMmkwQt82wmCyNDht5Jx+k1amisoyNnLkGEL6Q46nYjR1FWPodWKBIbo0en6R3JlWaGm0oG12dPvRPCkQYNZ/Z3vknMxkx0bN1JeUswXWzZzeNdupsxcQtrIGehaqzltJENuDbFTg+zaf2dlGbzu7i2/uwtplBXo6wxbmpt5/2+vIssyYydPYdq8eV3W8Xg8bHj7Lc4eP+ZbdvNdK7slGW1IGz2Ky+czyMrIZN7NN3V6LThUT3ODG8mrICDg9SjYmr0EBLd/fvYU1qcoCl7F42ulam62ExMdAoBbciLJXqqqm6iuaSIqsmtl2A8/rif8RMMPP7qBxyPhdrdnVzhbMy3c7vavTpcHjzcUY6soWVGUHkPh1q1bx8aNG9Hp9Tzy5HcYkT4WgMioGB5Y9XWW3HonO7Zu4OihfVzOPM/lzPMMTx/NvBtupqK89KpbRlxOG0ZT3yLwa4nLF48heT0DrMAkEhwai8EQQHVlDjHxIwiPSFLtPRvKKMw7SWnxObyeVh2LIBATO4zkwZOIiRvWoWWlK5paiUZ4pNovPXLMzA5Eo4e/3H1AFDVMmHEjYZFxHN21EUnyAgIupwNLYIivomFraUKnFxGEzgOh6kr1+ClDRxAeZfDNWnrcMpUlDmISTP2adR0I2vmUgKZD2rDBaCQ2IYGWRlW3MmbqZBbdcWuXQa+iKBz47HMAJs2Z6XM3A2is79yeFxCsIyxKj8ctExiiZWTDZCrLLlFWeJ7yogwkyUNAUCxJQ2aRdX5zF5Kh0QnoDYJvoKjTmwgKjmTdunUDDqgLCo4kODTYZ3QgSQr1NUW4XVa0WkNXgbQCLqdEWZFqhRuTMLLLvRBFDSHh8YSExzN42HQURcHaUkttVTF11cU0NZTgcjZjba7E2lzp04K0QyAiKpWkIbMJDOqaz6IoCkV5ByjKUw0R4pMnM2TYIgRB1ZnkZankIypmFJaAzhMQBmMQg9NuIufiRkoLjxESlkJ4ZGenJ6NRi87QmUgICJgDtVgsuqsSsjvsXorzWwiLNBIa3nd1QxAEBqWO5MHHUjl34iSH922lubGWvTvXcvrYbqbMXEra8IkogoAke5Dk7vVUHrfUY1WyW6IhKXCle2wHSJLEh6//jZamJqJiY7njgQe7XIu1uZl3//oyRXl5CILa7qTRaEga0rurX1r6SBAEKkpKaG5sJCgkpMO5Qki4gboqZ+s+1aqGJai9qtFbWF/HViqr1Y1HktC1ViMdHhsBhmAuZJawYJ6faPjxj4WfaPjxHw9FUVSC4EvS9uBuC8hze9RgPB+hUEmE1EMo3pX7/fOffkFBQQ6BQSE8+ugzfPDBX6koL2Hjxo2sXbvWt25UbCxL7lzBxOnTMZrMuCUX+g6zrBFR0dz/yBMsvnU5Oz7ZyNFDe7mcmcHlTNXj/2pbRtxu1z+UaCiKwsWMQ1dRgVnO9u27qG6oAATShs0mL/swRfmnaGqs8K1rsYSRPHgSSYPGd6vZ6A6N9SrRiIpJAmBQ6lg0Wh2S10NLS/cz5P2tcaSkjqKlsY7zx3cDCjs3vMG0Bbd3IBqNiKKARisiCmpYn8vZiK2lDkEUSRyc2kXw6XJKVJTYiU00X2Oy0erEg+ibJZYkiU3vvEf2hUzfWkU5ubhdLgzGzuLh3MxLVJaWodPrmTp/TqfXqssrO/1cX+PF2mynrZsqOmEQBpMFl0NtcwuLTCFp6DQyTmzoRDL0Bj06g9iloiMIAnHJY1m/fsOAtFAbNmxk+OhFaH2z8+rAKz9LzS+JihuB3qBHkpROjkSS5KGuOg+AkPA0JG/v7TaCIBAYFElgUCRJgybgcEjYWmooyT9CbXUOsnxl+IFCbXU2zU0VBIcmtLZbJWEJiAQg9/JOyovVgM2UoXNIGjzTN9itrbpMc2MpoqglYdAcukNYRCpxSRMpLz5FVsYWJs5YjcEY2KrH0PjSstug2qzquywfKBRFoa7agbXZTXRc9xa4HrfqFOWwyr62qCFDJ5EyaDyXLhzmxJHPaG6q44tP3+L08Z1MnHETCSnDeiQuLmf3bVPQ1XUK+haEf7FlM/lZWegNBu5/7IkuvweVZWW8/dKfaairw2g2M3HadA7t3kXCoBT0fYSgBgQFkZCcTGlhIdkXMpk0a2an1wNDdDTVq8n0oiDiccs4rBLmQPW57c+8iKyobmhNTXYiWjUZDo8Nsz6QuroWKisbiIkZ2N8TP/z4MvATDT/+7eD1Sr7Kgqvtq8vbThra0rRdXt961wOfbPmAgwd3IooavvOdX5M+agITJ81k44a32bBBtWPVG4zcfNsKJs2bhaZDr7vTq85a6cTOU2sRkdHc/8jjLLl1OTu2beTw/t0osnzVLSN6fe+uMNcaToeN+trKq67AAJjNIRzcu8YnjhVFLXGJ6aQMnkRE1CAEof+DIUWWfUQlNlYlGoIoEBGVQFV5AU0NNT1t2e9juF2q25I5IBi7tYlDO9eSOmoSAA5bC2GRWoJDjK0WllCUq/b0R8cmozd07wTkdsmtZMP0pQd/nSH6qj9ut5u1b/ydnMyLiKLI0nvvZv/2HTTW1bNr01Zuvqf9PVQUhQPb26sZJosZl1PC5ZBxOWWKsss7n78T2opZigI5mSd8JEOnNzJkxEzOHF7nE35Pmr0Sk8WIIIDXowqAr0Rc8mjyLx/kkUdW9ZqjAe0BdRqttlWACC/CeQABAABJREFU3g5Z8lJRqrZNJQ0ag9mib13eXvGoKM1Glj0YjMFYLNE47BIarYDeKKLpQ5Hv8VgpKThBcf4ppFbnNJ3eQkz8WCyBEVibq2lqKMHaXIHb1UJN5SVfG5dWa0DU6Hx2vkOG3UBCSnuKtyx5yc9WNTLxydPQ6XqeRBiUuoDmhlKsLVVcOr+Z8dPux2LRddJjiKJAQKAeo/nqg+y6g8spUVLQQmi4kdAII1IHK1qPm06aizZoNBpGjZ1N6sjJnDu5m3Mnd1NfW8HnW9YQHTeISTNvIjoupcuxetJntF3flejN4vbSuXPs3f4ZAHc++DBRV7TAZl24wAevvYrL6SQ8KoqHvv5Ndm7eCMCgYf3LqkgbnU5pYSFZGRe6EA1RgLBIA9XlDtQak0BTvaedaPTTFVBRZGrr6wkJMaMVNYCCy2vHpAvgQmaJj2goikJdXR1Wq5WAgADCw8P/4a22fvznw080BgD/L+W1R8dqg7sDcXC7vTidra1Kbk9rJUJdx9uPasP1xtmzR3nvvZcB+MpXnyJ91AQAdDo9d929mmnT5/PqK78lJyeTTR+/y7kzx7njwQeJjG6biVVweuyIukA03SgWwyOjuO8rj3HjLXfw7C//H2vXrh1wy0hUTCwJyZHYbF4cds9Axs5XDU9ra9PVVmAA7HaVJAWFxJAyeDKJyWN7DeXrDS0tNUiSB61WT1irfkJSvETHpVBVXoDd2oTN2oQl4OrbCRpq1QyN0ZPmYm2pJ/PUQXIunATUP/iC6CQgMMRHNEoLVb/9vtLAVbLhICbRhPYakY22limH3c4Hr75GcV4+Wp2Ou1Z/lbT0dELDw3nrxb9w5vAxho0ZxZCRqiVmVsYlKopL0ep0pKROpTjH4WvFUhSFhtrOhE0Q2/ImZC6c2kfG8b2+1zxuJ6cPf4zk9RAWmcSsxfdgDjSqQ862z1NFwetp/+fxyOh0RkZNvo0dO9axbNltvPHG630G1E2eda8veK8NNVV5eNwODMYAwiNTfMtFjYCo0aADGmpVMhiXOBKjSecjIA6rhFYnoDdougiNrc215Gcfpbw4wyeMN1nCSEieSnRsOqJGCwhEx44C1KpJS1M5TQ0l6r/GUtXS2dtuc12Qs4fa6stqxSMkkeamcpyOJvSGAGITpvT6XguClhFj7+D0kTU0NRRTXnyEtPR5vteNJi0BQV2dzq4VvB6ZsiIbJXk2AgJNGPXq9ff0JMuKjFf2IAsKoyfPI3XUZDJO7eXi2UNUlRewbe3LJA0eycTpS3y20l6v3GuFojuRe0/r19fU8PGbawCYPn8BYyZP7vT64d272PrxRyiKwqC0NO7/2mOIBi352eqzMigttY87omLYqFHs/mQb+VnZuF0u9IbOk0GWIC36eg1upwSCiMsp4bBJmCyaDo5TfcNqdWNzNWPSm9FrDNjdNky6ABoabWRezOeLzz/hlVdeIau1ugcwbNgwnnjiCR5++GFCOrR1+eHHl4GfaPQDjY2NvPXWW/5fyn5AkuTOrUkulSi0VRbal7UTC2WAYtx/NiorSvnTCz9DkWXmL1jK4iV3dlknKWkIv/r1X1m3eQ1b1r1PQU42L/7yFyxceiuzb7wRjUaLgoLDa8WsC0TsgbBGREax5NY72fjxuwNsGdmAwWQiJ+84YyZORlAMuOwKdquEzerqxvv/2kCn+3KiXRAYNHQyyYMnERIa/6WJfFODWs0IDY9DEERkRUZRFMwdiEXuxVOMnbLA9/NA7oyiKDTWqW1DaWOSSRo6m7TRKWx9/yM8bpVYFGblMG7qNAQB3C4XVWWFACT0QTSglWwUO4hN+vJkQxRUkmFtbubdl/9KZWkZBpOJ+x5/lOQhag//oLRUJs+ZxYn9B/nkvbX8f/bOOjyu+8z+n3uHQcwMliWzLZmZIYljTBxom6RJ2jSlLbfb7qa/LW253W6btA000JDZjklmy7ZklIwy27IsZhq+8PvjjkaSBZacpOnu+jyPHkkzd2buvXPhe77ve85Z8dkvg2pk/+adAAweMQFRtKCq4PW4uH7xFNeKC2lqqAl8jl6v51pxIRnDx3L2+H4un9UC8NKHTKWtpZyaihJkyUd0Qgoz7nsMvUGrKKiAoHnCgiCgNwrojfjFJdogyxoyGKPpYfbs3UhSUjIrVizvpoVav34DOr2e8dMeIyo2o9t+KC/VRNTxScO7id0BZMlHdaV2nY9PHt6l/UdRVBR/aCUGAVGEhrpbXL+YH3CfAgiLSCQ9azJRsZl43EoXS9J221udzkBoeAqh4SlaEF/halqayhAEkaCQOFzORnxeZ4CIdIbVFklD3TWCQhIwGnupaqgqVls4w0bfx9nCTVwuPkBEVCrRcekEhRj6JdoeKGRJa4fyuhXkTpbODW4nNruR4CBTt8F/O8GQ1a6VCbPFxvhpDzBs9FSKju7mSvFxSq8XU3r9AhlDc8ieNB+drm+71h5dp3ogGj6fj7f/+mfcTidJaenc/1DHpI4sy2x5/z2OHNgPwLipU1ny2OMogkzVrTJcDgcGo5GElJT+7CKi4+MIjQinqb6B65cuM2TUyC7PC0BYpJHqMhcC2j5srpf8RKNfH6Gtt6TgdvsQRBeyImEyWPFIbi6cO8Vnn3wBj8fNypUr+fGPfxw4f9atW8e3vvUtXnjhBVavXs3ChQv7/4H3cA+94B7RuANyc3NZtWoVTqfz/+RJ6fNplYXbNQy9tSpJUu9l7P8NcLkc/PIX38XhaGVw5nCe/dy3eh0Mizodsxc8wKjscbz9+p+5dP4suRs3cObEcVZ85kkSU1NRVAWX5MBqsPeqv5w4dRZbN67mmWee6dPFCdpbRp4BwNnWxjt//QsHUnZw34qVDBoylFCbQESsFY8LXA4ZR6sPn/ej/M5UrLagAVdg1qxZg16vR5IkaquvEx6ZQmhofI/JtwNBu+NUVLRmJSkH2rE6RiBXik8yctysHoO4eoIggMWqw2LX4ZNa8bhdCKJIfIo2uz4sZzQRMVG8/tv/RvJJbH1vDQaDiYioIdy8dg1FkQkKCSc4tPdk9M7wef1kI8nSSWswUAjoBB31ddW89ccXaaitwxYUxKe/+AXCo+JoafTidit4XDIZQ+dw8fQFWpvrOZS7ldTBI6mvKUenNzBszBQAKkqvkr9zDZIssfL2jJQ1a1i/fgPnT+YhSRrZGjJ6HpExiRTsPebfhwKrnvs0qmKhocbbUR2hE9kAUDvkv6JewKQXSB8yhKT0r3Htwil27dnfRQsVHBJF1si5JKVmYzB2b0uTJC/V5VpFKT55ZLfnAWqrryJLPizWEELDE7o8J4oColFAp0J1xSWuXcynsb6DBMQmZJGaOZnwyKSA+t5s0eHxyEjeDrKhbai2jV6Pg7Mn36OttRqd3sSInIcJDdOMEFzOhgDRqKu+hCx7AWhqKKGpoQQAkzmU4JAkgkISCQpJxGQODVyTLDY9KSHZNDbcpKzkFKeOrWPZp77Ra8ve3UCWFLxuFa+nM7noHlfoaPPicUmEhJkxmfTI7RUMte/rjy0olGnzHmJEzgwKC3IpuXqWqxdOcv3yKdIGjyc9czomc8+p1z2KwXsoiH/w3rtUlJZis9t5/PPPBa6xLqeTd1/+C1eKixEEgUXLVzJ1/jwkxQuqyvVLGrlMyRh0R+OLdgiCQOaIERw7kMels+e6EQ0Am12P2arD7ZQRBBG3S8HjUgZU0QBobfVgsRrxKT5kbyuXz53jxd/97I7Br88++yyLFy9my5Yt/yvHNffwj4Wg/k+bTv4HIjc3l8WLF7Nw4UJeeeWVHmeT20/K3Nzcf/qTUlGUgG5Bqyx01ji0kwmpk77BN+Ak1f/NUBSF3/z6+xw/lkdYWCT/+YtXCQ+P6vM1tW0VgIpP9nH40G62rH4fl8OBIAhMmzefeUuWYDSaMIgmLIbuCdntKD57ij///ueBY/FO9rmfeu55yktvcnDXTrwerRVj8LBhLFq+kvjk5MBrdIIeWQJ3m4qjzXfXLVYet5NTJ/dyunAfPq8HnU5HWVlZvyswSUlJyLeZxOt0BpJSsxk6Yg5mS3Avr+4bB/e+TF3NDWbN/xTDRk3GI7lQUbl8/jiHdq9BFEUURWHO4s8EKgwqdBv86HQCFrsOq12H2drRNnPl/AVW/+U1ImNjeO773+rymg1vvEPxyaLA/zmTZ9Dc1Ma1C4UMGTWZCTMeGNC2GAyiVtm4C7Kh1xmprijn9T/8N63NzQSHhnHfQ09jtob32LNeXVHCzg2voqoqQSERtDbXM3TMFHKmLqSi9CoHtr7DwkULea2HwQrgz0h5mh07dpAyeAIx8VkU5r+Pz+tBb9Aj+STue2QFoydPwOWQqa3wdBkAtg8Pb18zQRC6JCGrqkpDdTk71r2M3mDk4af/DdmnIksCso9ubZblpWcpOrIOqz2M2fd9tcdJgsIj66goPUt65mSGjel6PZdlH+U3z3DtUj6O1npAc6BKTB3NyLEziImLR1FVJK+iOdf5ZCSvgqwoeN0yXk/H+giIuN3NnDnxLi5nAwajlZFjHyUouPv+dLTWcCL/VUAlOX0qHreT1uYynI7uGiOD0UZQcCIR0SnEJqQRHBKDqFfIy/0LzY21JKUOYd6Sz36oamHP5KJ/UFEwmkWsQbq7atuqrbrFicPbqfQ7x+n0RgZlTSE9czJ6Q0cbkiBAVGz3lsuIaAvhkR1E62RBPmtf/xuCIPDZr36NwcO0rImG2lre+NN/U1NZicFo5JFnnmXoqFH4FE/gwHz7pb9w5Xwx85ctZeq8Od0+qzdcu3CRt/70EragIL750x/1OMnhcslU3tT0XypgsoLkEQZUjTaZ9aQP1pLXXU4nv/rBvzJ71qx+TVgtW7aMgwcPcvPmzXsdG/fwoXCvotELmpqaWLVqFQsXLmTjxo19ZgFs3LiRZcuWsWrVqn/oSenzSX7HpI52pM6kIeCw5H/c5/vfXW34uLFu7d84fiwPvd7At779n3ckGZ2h1+nJmTSZzGHD2bL6fU4fP8bBXTs5X1TE8k9/hoyhQ9HJOoy6nl1Lho0cwxe+9j1ee+l3JCcns2zZMh5++OEus8gbNmxAVVWiY+MJsoayaMk4Js6cxb6tWzh2MI8rxcVcKS5m9PgJzF+6lIioaGRVAh2YQ8AaqgPFiNvfYuVs897xpub1ujlduJ9TJ/bg9bgACA2PwdnW1G/R7tNPPw3A45/9d25cO8Ppk/twOlqQZR8l145Rcu0YoeEJDBkxl9i4zH6LwVVVCVQ0YuKS/cFW7QFw2ntYbME4Wpu4fO54t1Ymo0nEatMqF0az2GNxpabc//4J8d2ei4jWjo+Y+HiqKyooLMgLCLETU/snHO0Mn0+hwl/ZMPQjyE+RVU2w7YbykhtsfvcveNwuQsKjmb/kKUzm4F6FsdHxKQwdM4XiosO0Ntcj6vQMzZ6K1+Mif+caFi5ayOY7ZqRsZsmSJezes5eyG0VIPi9Jg9JIyxpM3radFOUfY/TkCVhsOmKSjdSW+5B8KmqnKkbnwbA2T36bJasgEByq7WfJ50UUFQxWvdZ6JRhQVBWfV0HyKnh9MhWBtqkRPQ60ZdlHTYXWNhWX2BFu5vW6KL12ghtXjuBxa6J2vcFE6qDxpA6eiNmitfA01LqxBRswmXUYzTpsgfdV8HkUHG1eWpq1rARHWy1nT76Hx9OKyRzMqHGPYbVFdFsnzc52D6ASGZ1FUsr0AIGSJDdtLeW0NJfR2lyGo7UKn9dBQ90lGuoucaVYW8+YuBTikwbT2tzArZKLnC86yIicnh2rekN/Kxe9QVUVZFVBRUFygtvdc+r4nRAVm8R9Kz/PzasXOZG/nebGSi6f30/J1WNkDJ1ByqBx6HT6XklM52taZVkZG9/+OwBzFz8YIBklV6/w1osv4nS0ERwaypNf+goxifH45A79jCzL3LyqOZOl91MI3o6UwRkYzSYcra1UlJaSmJrabRmLRQvudLZJmq6qTUaVRfSG/pMzj1vC55UxGHUUFuTj83r7bTv+8ssvk5yczJtvvslXv/rVAW3fPdxDZ9wjGr3gjTfewOl08sorr/xDTkpFUfB65dsckzq1JrW3LAVE0veqDf9IHDt2gDWrXwXgc5//NoMzhw/o9YK/dcUeHMyjz36O0RMmsOmdt2moq+XV3/+WcVOncv/KVUSERqMXez7eho0cw49+9SJ//e9fsXHjRtauXRt4Tq/XExQSSltLM1UVZfzp1z8hbdBg5i9ZzoOPPsbUefPYtWkTp48f4/TxY5w9eZKJM2Yw+4HFBAVr1QJFVUGQMNrAaBMIj7Xgc4HLoeBs83Vxd/H5PJwtyqPo+G7c/oFXaHgMI8fOxOf1cP7UQXbs2H7HAMNnnnmG3NxcBg3NwRoSQs74+eSMn09F2VUKDm6mquI6AE0N5RzJexOD0UJaxkQyMqdgMvdt2+toa0TyeRB1esLCYwNtU9DROmWxBeFobaL85iWcjhYiosOx2kWMVvp1Q68u1zQgMQndty80XAsbtAXZefjpp9jw1t+RfNo6GO6ydUXyaQLx28mGqmoDQI+//ckTmD0XqCkvYfeWN5B8XiJjEpmz+AnMljuJ6wVGjp/FpbNHkSUJmz0Ei9XOxdMFSLLEawPMSJFlmaRBaTz8+c8i+Xwczt1D1a0yqm6VE5uUgNGoIzZZoLbci9vVcV1TVbVTGJ2uR7Kn7Ust6NHrdmGxBYGqoggyoqjDZNZ+9G4ftf78ksxhOZjMenxeuct1tLbqGpLkxWwJJjQiAZejietXjlB6vRBZ0tqWzJZg0jMnkZw+tssMOmgVlOZGDwaDiD3YGPiOdDoRnVXEbNUTFGqi5Mp1Tp/4Oz6vC5s9ktHjPoXRZPcTrK7X9Ya66zTW30AQRNIy5yB1Gijr9WZCwwcRGq5pbERRwemsornxFq3NZbQ0luHzeSgvvUx5aYeG5NjBLTTUVpCWOZro+FRMpp6rqR+WXEA7weiegaEoKs2NHsxmHfYQ44CrG+FR6Uyb9zkqyy5w6eweHG0NFJ/awY3LBWSNmE1qxphe1kdbD7fLydt/eQnJ5yNz+Ahm369VGAsL8ln/97eQJYmE5BSe+NKXsQXbkfxta+2ouFmK1+PBYrX2ONHQF/R6PRlDh1JcdIpLZ8/3SDS0bTThbPNftxQRp0MmOHRgw7bWVg9h4RaOHcy7K9vxF198ka985Sv3jG/u4a5xj2j0AFVVeemll1i5cuVdn5SSpAQC39odkzoHvnW0Kvl/e+8uOOwePn7cunWdP/7hxwAsuu8hZs9ZfFfvoxP0AcHj0FGjSRucSe7GDRzZv48Thw9z8exZlj76OBMmzfJbEnaH1WbD6WhDkiQee+rzDB0+mgvnz/Du63/BbLbwnRf+k13bNnFo305uXLvCX3/3S1LSM5jzwAM88syzzFiwkB0b1nOl+DwF+/dxsiCfafPmM2PBwtv84lUUVUZnBrsZgiONKD6R1iY3BQf2cuTQDlxOLQ06ODSStMGjaG1pJH/ven94nVY12LVrd68BhuvXr0dVVQxGMxOmP4BXcqMoMiaDlfjEDFY+9g2czlZOFGznwvkjSD4vPq+Ly8X7uVx8gKiYdDKHzSIqOr3Hm2Bzk1ZtCA+PQ9CJyJ30Q+2VBb1OT3xyOhWl16mtOsOIsfehqCqy2j9L5PaKRnQPA42wCG12uqmhkeE52ZRcucrxg1oA284NrzF59jLSs0Z3e92dIPkUym44CIsyIkv4qxZKj9WJWzcucGDHuyiyTFziIGbd/ziGflgeC0BdVRmypH2Xrc313Lh8lmvFhawc4GBl+fLlfLBlCw997imMJiNGk5HMUSO4UHSaUwXHWJS0XPtMEaISDTTUSDiaO74rVVURxZ4rSqCRRqPJjNfjwuN2akQDbfJGFHWBPqySq5obVFhkHLGJHdoLRVbxehUkr0x1hWYzGxGVwqljG6koPYeqatWDoJBoBmVNJT55RJ8BkaBVnxrr3ZjMOmxBhi5C/vrqGxw5oBG/kLB4Js18Aqs5OBAoKEkKsiwjSQqSLHH90h5AC+0zmkJ6tP4VENAbRXQ6PSZLCnEJ6RiMOiKiTTTWVVJVcYPqihKqy28EzturFwu5erEQEAiLjCU2Po2YhFQio1Mw6IM/FLkATeSt9EAwbofbLeP1urEHG7Sk8n7C69H0C/FJw4lNGMKtG0VcPr8fl7OZU8c2cv1yPhOm309S2tAu1wdF1qpma994g/qaGkLDw1n1tKZry924gf3btwEwIieHhz/7NKJe7EYygIDbVGrm4H7ruzoja+QIP9E4y9wHe26jNJpE7MEG2lp8qKqA5FGRJBX9APJ1HK0eTCaZmsrKAduOr1y5ktWrV9PQ0EBERPdq2z3cQ39wj2j0gPr6ei5dusSPf/zjAb2u/aR8861dWG19u2Hcw/8MtLW18KtffA+328nwETk88eTdl5BFUQedxghmi4Wljz3O6PETWP/WG9RWVfH2X/9M0dEjPPbkFwgP735hb2ttofzWTQBGZY8nOCSUnPGTeP/Nl6mqKMPn9fLQ408x//6l7N6+iYP7dnHz+lX+9t//RVJqGnMWP8hnv/ovXL90kR0b1lNWUsLerVs4mneA2fc/wMTpM9Abusfmer0ejh8+xL5tW2lt1hKkg0PDiI5LprqijNPH9waWDYuIJXP4BAYNyUYQRa5eOMmevXldRLth4dEIog7Z5yV78vyA85Ck+FC8bZgNVnSCDqs1iBlzVzF11kouXzzBySM7aG6qBVRqq69RW30Nk9lORtZUUtPHd7HBbQ/qi4pJCtiNAphMOoJDtMG2wQTjp09l/RvXKSo4wsz7FvY7Fdnr8VJfWwf0VNEQCPV/f82NjSiKQsUtTTQcEh5Nc0MNh3atoaG2gpwpC/ocuKoqWs+/1N77r5GKumoPoeGGXnM2rl44ScHejaiqSsqgEUxfuKrfAyJVVTl7fD8AEdEJ1NeUc/zAFnxe94AHKw8//DBr1671p7Br+33MlAlcKDpN8ckiZj14Hyaz9rggCETEGDAaBRpr/YS1QxfeI9kQ0ByK2olGp61AQUYMhPSdAiA9c0yX14s6AbNFh6RXqLylpYGXl54NPB8ZnUZ61hSiYjMGPKvrcct43TImix5bkIGykmL2b38bWZaITRzE2CmPImBAVRVEUcs4MRh0gAFFUbh8IQ+now69wUJqxgxkX/sWa9vXvs+MRhFB1H4bzbpAgjiIREQnEBGdwPAx0zSL9tpycje8gsftRG8wIvm8NNZV0lhXyYUz+QBYbWFERKUSGZVKRFQq9qDIfm27ilbB6A/B6AxFUWlp8uJ2yQSFGNDp+j5OZUnpkikhijpSBo0jMWUUN64c49rFQ7Q01bD7g9eJjktl3NT7iE1IC3zWod27OF9UiE6n4/HPfwGD0cC7L/+Fc4WFAMy6737mP7gEBRlZ7nnS4calgdna3o7Bw7TE+ZqKSpoaGgIV0NsRFmXC0SqhyAoIAh6ngj64f+1mqqrS3OxBwK29113ajre2tt4jGvdw17hHNHpAW5sWlnS3J2V9Q909ovG/ALIs8V+/e4GqqjKiomL5+jd+0m9nkZ6g62UwmZqRwVf+7QX2b9/G/u3bKT59ip/+4Osse+QzTJ0xt8vg8PIFLcE5LiGJ4JBQAKw2O4Myh3Ll4nnOnS5k1vz7CAkNY+VjTzHvvqXs3r6Zg/t2cqvkBm/88Q8kpKQwd/GDPP/df+V8URE7N22grrqaLe+/x+Hdu5i/dBmjx09AFEVkWaKwoIC9W7fQ1NCgfZ7dRlBICNUVlbQ0+YMBTSayRuSQMXQCoeHxXQYlw8dMY3T2bFyuVtxeJwaDiQtnCig6spOgkHAGDx3bZX8oqozL14ZJbw0EGup0OoYOn8jQ4ROprb7F8YLtlFw/i6qqeNxtnD+dS/GZncTGD2XwkOmERyYH9BnRccmYrAJhdqs2u2wQcbRprSKKrDB0zGgsa9fT0tTElfPFDB4xjP6gtrIKVBVbkB17cFexuoBASJjm/iNLErVV1ZTfLAVg3uInuHT+GOdO5lF86jANdZXMWPgIZosNVdX6+SWvlh0h+fxWqj1AVVSaGnyEhBu6Wd+eLzrEycM7AMgcPp4pc1agogZm5++EqvLr1FTeRNTpmbbwYfK2v0djnWbje7fXRY/bg8WmqRaSM9IJj4qkobaO4sJTjJnSNRMiKEyP3ihQXymBqh1LKgqoXSsb7fPsJrP2fbq7EI2OqobT0UxlmdaGd3sVSVFkSq6e5WR+bsAlCyBt8ChGjp1JZHSSprHwKv7KhzKgLB8VcLskrl44yenjm1BVheRBw5m16HFEUU9LkxefR0YnaAFtXq+L0huF3Lx+jJZmTewt+VycOf4G0XFjiIkdhagzoSgKCKDXi+j0YLLouyWqq7LSxeNVELSwyvlLn2brmheRfF5GZC/CYg2jobaEutqbNDdV4nQ04nQ0cqtEMzMwmmxERKUEiEdIaFwXcqyioqgq6gAJxu3wemQaamXswUYs1t6vtZ1F9Z2h0xvJGDqN5EFjKb1WwJXifGoqS9i29iWSUocwdsp9NNX72LF+HQAPrHqEkLAw/vrrX1F+8yY6nY4Vn3mCnEmT8SneLhMUneHzerl14wYwcH1GO6x2G0np6ZReu8als+eYOLNnzYzBIBAUasDl0PQhHreK2QY6nd9uWVaRZdX/t5Yd4neI1myU9UJg8uhubceDgu6NZ+7h7nGPaPQAu13r/b7bk/K7336K4SNyyM6eTHbOZOLikj7ydbyHjx/vvP1nTp8+htFo4tvf+TnBwaEDfxOtdRxozzEQerwRGwwG5i9ZysixY1n35puUldzgvdf/ysmCQzz22eeIidVacy4VazOtWcNGdHn9iNFjuXLxPGdPnWDW/PsCj2uE40l/hWMzB/fupPzmTd780x9JSNYIx7+88ENO5uezZ8sHNNbXs/q1V8nbmUvGkKGcLyqksV5z1zGajCCIONscONs0XUZSeho5kycxLCcbk8kECMiSputwtSm4XRKqqpEsk8WKwWzG7XJwrjAPgDET5yLquhMwVVVx+xwoejMmXVc9Q1RMEvcv+zwuZxtni/I4U7Qfj8eJqqpUlhdTWV6M1RaGx5+unDN+ONHJXTUJ7Z+pKDIGg4ExE8dTsHc/Jw8XkDFi6B2/VoDq9rap+O76DFHUISIQFBJCS1MT5wuLQFWJTUwkKDSMnMkLiIiK5/Du9VSVXWfLey8yfvoq7EGxA8qVURWV5k5kQ1VVTh3ZzdmTBwAYOXYm46berxEepX/tYABnju0DYPCwsdiDw5g8bwXb3/8zqnr3KfXtVQvQBkCjJ09g3+ZtnC44phGNTucKgMWmIzZZR12FF38HV49kQ3tv7fv13EY02lsAb1w5A6hEx6UQFKzNHEs+L5eLT3CuMI+2lobAK8IiYpm7+EmCQztmcHV6EZ1exP8xKEpHdcnr1axr+xpgX798hOJTGvFLSh3DpBkr0OkMCAKEhBlpbfbhcUnUVd/g5JH3kSUfK1as4OGHu7Ybrlu3ntLreQwduYKEpCGYLXqsNiMGg4jXJ+P1uwpqgnoVWVHpfHbJPgWvW8Goj2PYyAWcP72D4jO7mT3/iyQmaTarPp+bhrpS6mtLqKstobG+DK/HQWVZMZVlxf79YSQ8IpmIqBTCI5MJCY9Hp+9eCb0bqCq0NntxuySCQ4w9Vuz6SgMHMBotZE9cxOgJ0zl1dDeXzx/nVslFbpVcRKfXqkWjJ0wgOS2dP/3nT2lpasJmt/Pp579I6qAMvLIXtQ/b3dLrN5AlmaDQECKio+96W7NGDu+TaMiSiuRTMJpE3E4Jt0tGVUDyyZgsIqIIOoOITi9gMIrodEKPVT8VIzHxCaxdu3ZAtuPr1q0jKyuL8F6qLfdwD/3BPaLRAyIiIsjKymLdunUDTmM2m8243W5OnzrK6VNHef1vvyc2NpHsHI10DBuWjbEfPdL38MniYF4uH2x+B4AvfukHpKbd3axVZwhoA25J6V2PE5uQyPPf/R75e/eyc9MGrlwq5mf/9i0eWPYwcxc9yOULmmtO1rCu3usjx+Sw4f03uXLxPG6XC7Olq7gzOCSUFY8+ESAcB/bsoLz0Jm+++Efik5OZu/hBvvmjn3B4z272b99GVVkZVWVl2nqLIqqi4PVofcpWu43REyaQM2USUd169VV0erCHCNhDdKiKAbdLAbeZxmYvigxnT+7H53UTHhlHWuaoPvdZZ92GeFtPk8VqZ8LU+xk3eSHXr56h6PhOaqq09iSno2MwvH/PVibNnk1Salqg0tLemqH4PVXHTp1Cwd79XDl/nuaGRoLC7myn27vjlBCYaQ8JD6OlqYnr/qDPtKwhyLJKa7OPoODBTJ79FCfz1+B0NHJw198YOXYxCckjGAjayUZQiI7C/K1cPn8cgHFT72PUuNkDei+AqrLrVFeUIIo6ho/VBj9hETGMnDCL4pN5d5VSHxkbg9mqjdLbidTw8dnkbc2luqwiIArvPFgXBAGTWSQ22UxthRePW/uueiIbvRMNTStwrb1tKisbl7ONC2fyuXA6P7C80WRBlnzIssTk2cu6kIyeIIoCxoCzlAFU/BUoGZ9XxesXmauqyuXz+7hSrBHrtMxJDBu9AKdDwe1yYQ/SdAnBoUauVhVz9OBbLFy4kNde6z3j4OmnnyE3933Cwp8iOWV0YCDeTqVVVauG+bwy9iADkqzQ2uLB49Z0H+2ai8FDplFbfY2aqiscy3+PWQu+iF5vxGAwExOXSUycds2TZYmmxvIA8WiovYnP56a2+iq11Zq4XhBFQsLiCY9MDvx0bmO8G/i8Cg11bmxBBixWfeDcVVXweu9cURJEsFlCmDp3JSNyZnAyfwclV88i+6tWzjYHf/7VL5B8PqLj4njyS18hLDISr+y5Y+XvRiANPPOuRdKqqpIxdDi7Nm6m5MpVqstbEHVGJJ9GLiRJRRDAYBQxmnSYLXq8XhVRFNCJAsFhBgShr0kJAUEQEQURrxOmz5rP+rsIfv3Nb35zTwh+Dx8K94hGDxAEgeeff55vfetbAzopN2zYwK9//WsWLFjAtm3b2L59O3l5eVRVlbF92xq2b1uD0WhixIixfuIxhejo7rOh9/DJ4vq1i/z5z/8JwLLln2HK1Hl3/V63VzB0or5PogGauHXavHkMGzOaDX//O1cvFLNp7Tsczc+jproSQRDIyOza3hMdG09UTCy11VVcPH+GMeMm9vjeQcEhLH/kM8y7bwk7t2/k0N5dVJSW8taLfyIsMhJFlvH5us58q/7BePKgdCbNmknmyBH9D6cSFc3FKQTMEUYaqpsoPq31gY+dsghR1PfantCO23UbHW8OVpuRoCATmUPns2TlIspKS8jdsoGi4wWBAW3R0SMUHT1CdFwcU2bPYczESYG2j/bsjsiYGFIyMrh59Sqnjhxj+n13/s6rKzTHqejb9BkCIqiawNhmDwWgolQjQKFhg3C7JLxu7XODQqKZOvdpTh3bSG3VNU4f20hzYyVDRs4dkMBUliQO7Fjn1xgITJmznCEjJ/X79Z1x+ri/mjF8HDZ7SCBTZFjONK6eP8n69esHfF2c9eB9nXQD2hlhtdvIHD2CC4WnOZV/jEWPLO/y2nYrW51eICbRSF21D2erti4dZKO9dcpPNFzdiUZLUx111bcAgfqaMo4f2hoYbNqDwxmRMwObLZg9W9/EYg0iOi51oLsM/ANCg1HE4ve0lSWZ/H2buFJ8BICsEXPIGDo9sM6KotLS7MXpkDAYJY4eeL+ftsGbWLp0KXv2vkNGZhY6fdcBvSAIIOAXD+sJstmwRxCwQXd7vLg9XmRFZvzkR9iz/b9obanhTOEWcias6PaZOp2eiMgUIiJTGDx0BrLso6W5mvramzTUldJQdxO3q5Wm+jKa6su4fkk7v4OCowj3VzzCI5Ox2EIHvFtVFdpafHhcMkGhRvR6EZ9X7lfVr7OLVUhYVCAgs/04vFKstaGGR0by9L98jeDQMHz9IBkANy5dASA9s/cJKFVVO0iDT0WSFHz+/2X//6pqC+TUXCm+yJBRo7HadRhN2rHUWfQtewXcLkUjsIDXqWKy3VYG1DYQURA1bZL/5V6fzMixk9m2aQ3PPPsMmzbe2Xb8c5/7HFarlSeeeOKO++Me7qEv3CMaveDJJ5/khRde4Nlnn+0zRwO6npRPPvkkoaGhDB06lG9+85u0trayZ88etm3bxrZt2ygvL6ewMJ/CwnzgNyQkpmotVtmTGTp0dI9C3Hv4x6G5uYFf/epf8Xm9ZGdP5tFHP/+Rvr8o9E/EBxAeGcXT//I1io4cZeua96mq0CoMQcEh3Y5HQRAYOWYse3O3cvb0yV6JRjuCgkNY+ciTzF6wmPff/CvnTxXRWFfXbTmD0YjPq1Uybt0oITImhsS0VIIHkBUjCKIWhIxK/t4dyJKP5EHpTJg1BrdTobXFjccl09fYoV23YTXZCA2xExRswm43BioTToeDw/v3c2j/LqoqyjvW36DH57eUramsZOM7b7NlzWoyhmrtUUqnXvtx06ZoRKPgKFMXzulzoK8qCjUBa9sEJEnF69Lcn3weEZ9bGxDoDX4HJFnGbLEREZ3QLZnYYLQwbuojXD5/gGsXD1Ny5SitTdWMmbQck6nnxOPOkCQvRQXrqK2+hiCKTJv3KIOHjum+zj1th6ricTuRfF70BiNN9dVUl99AFHWMyJke8BtS/DazUxc8xN5Nr/P000+zefPmfqTUP4veYGDE+JxAO09njJkygQuFp7lQeJrZS+/DaDaBCqJwmxZDFIiKM9Jk9NFcL/m3R7PvBaHPikZx0aHAHrhSfALQBO4jx84iNUNzkDq4SzMqSMkYcVcOQrdDkWUO7n7fL0AXmDxrKUNHTcHnlfH6NJ2Hz6to4X6SwuXiY0g+X79tg1955RWSk5O5WHyM0TmzAG0w6XXLeN0qiiIgImIUQbSLoAOrxYTVYgJs/qqHjNcbzpz5T7Ptgz9w8/oJYmMzSUgZ1W2wraKiKDIKKggQFBpDUGgMqYMnaAnmjiYa6vzEo7aUttY6WltqaW2p5eY1bZ9brCEa6fCTD3twZL8zcXw+RcsoCTLcMdtHVVV8XidOhxNFsWAyW7l1o5gzJzQCHZuQTmXZtcDyDXV1/OHHP2L6ogWMmzYVwx3uwW6Xi4pSTW+VmDoIZ5sUqEAESIX//9uhN2gEwhqk81cqRIZnj+TI/v3UVF5m2vwJ3V7TDkXREsNbWzSS7HLKmG1GVDTyLQiiVsFA7NHQIjjMxh9e/RVf+PRXWbpsKa+83Hvw6+c+9zlyc3PZunXrvbC+e/jQuEc0ekFoaCirV69m8eLFLFu2jJdffrnPNOadO3eyefPmbidlUFAQy5YtY9myZaiqyrlz5wKk4/Dhw5SXlVBeVsKWD97FbLYyctS4gLYjIuLuez/vYeCQfD5+++sfUF9XTVx8Ml/92v/rUT/wYaDrJSOjNwiCQM7kSQwdMZI//vynNNTV0tLcxE///Zs8/tRzXVqoRozWiMb504V+EWwfA2VVpfjsKda9+wbVleU9LhMaEcH8pQ8SERPN3g+2cfncOQrzCzhz/ASTZs1k6vy5WKx3bo8QBW3Wrb6mhsICbXZ37pLFGIzaLLAl2Igsq3iciqbtcMhdBhMGo4jVrsdq12OyCNhNIjZjh26j+OwpXnvpd/i83l5tdAVBCFRqJJ+Pi2fOANDc0EBhfgEjxuYwdPRoLDYbLU1NXCu+2KsoXFFUasrr8Ho8iDod7jY7Za2uTturC9zn7UGhgcfjkwf7nYW0gXNnO1pBEMkaMZvg0FjOHN9MfW0Jh/e8ytjJDxMS1nvV0+d1ceLw+zTWl6HTGRg75RFCwzLweZXuoX6dxj1ej4trF4u4WnyCxvqawOPtFsdpWaOxdVp3TeQLETEJJA0axY4dO+6ckfLss+TuzOWhZ5/AZDH3qGFITE8lPDqKhppaik+eJnvqBBCEXls1QiMMGIwC9VU+VBU/AercOuXyr69KRekVzhUepLr8RuD1CSlZjBo7k9jEQR2VBVmm9Lo2u502uO9Wvv5A8nnZt+3v3Cq5iCCKzFjwCIOysgEwmHQYTP5ril/47/XIlN8sZOXKgdsG79l7kPSMyfg8BMgFEIg17E20rjlV6TEa9YwcOZ6mhqXkH95I0Yn1pKcNw2wNw+3x4pN8SIoPWZF61aAIgoDVHobVHkZi6hgAPG5HoNrRUFdKS2MlLmcz5aVnA45eBqOlo9UqKoWQsLg72gY7Wn24nRIGk9jNmcrndXGr5DRlJSdpaepITA8Ji6StpQkAqy2YyrJrCIKgCcFDQ8ndqJlh5K7bwJG9+5n1wH2MnjBeqwjdRhwkn8K1C+dRVZWgkAhamoy0NLm6rAeCppewWjQXMINRh9EkYDDq6OmSPGS0RjSunC/u87otSyoWqwFHm6QJv1UVr0vBZNP3Si7aERpuwmKDmXOm8de3/5t/efbbJCcns2LFClauXBm4Xq5bt47169djtVrZunUrCxYs6PP7uId76A/uEY0+sHDhQrZs2cKqVav6PCmNRjPf/d6vsNlTkGWlV2s+QRAYOXIkI0eO5Lvf/S5NTU3s2rWL7du3s23bNqqrqzl+LI/jx7R+3uTkQQFtR2bmyA/leHQPd8brr/+eCxdOY7FY+fZ3fo7tY3AOE9HK2ko/3X/aYbZbA444tqAg6mqq+cMvf8SUGXNY/shn/M5TQzBbLLS2NHPzxjXSBvVsu1h04gjr33uThrraLo9HREczavw4XE4nhQUFNNXXs+a114mOj2PmfYuYMm82ezZv4db1GxzatZsTh/OZvmA+E2ZO73MWUBB0qKjs27odVVEYPHwYKYMGdewTQUTVSViCBCxBOlRVh9GoQ6fToSoCym0zg05vK5LiI8gUysVzZ/jz73/OwoULefXV3vvan3lWCwacOH0sJ/KL8Hq0fSnLMpvfeY8d6zYwesJ4Bg8fxpljxynKP8rgEcO09gevqgXh+cPwvB6VW9f9VrVh0ShqJ1ef2/IGOg/WOyePG40iHnf3lrG4xKHYgyI5WbAaZ1sjBfveYOTYB0hIGdltWberleOH3qW1uQa9wcyE6Y8THpmMqkJTg5vQcBMGY/eBW/nNKxzauRpJ9rHyNmK2Zs0a1q9fz63rxZRnjCQ2Ob3LsepxKwwevpDaylvk5uaSlJTE8uXLe0ip16rASz7zGdKGDO5zkDp68nj2bdJE4dlTJt5xltsWpEdv0ML9FFmrdpn8AYRut4NrF4s4X3SIpvrqzh/EohWfIz4ho9uArLLsGh63E7PFTkx8Wp+ffSd4PS52bX6d6oob6HR65jzwGZLSejEXEDSRueBz0dxYM2Db4Iceeog1a9bQ1uTGZLLR016T++mONXX6ckpLL1B26xL79rzKY0/8GzJ6PB4PPq8Br0/G45XweSUt2NNfnertezWZbcQlDiUuUdt2yeehsaGMhlqNfDTWl+HzuqiuuES1P4ld1OkJi0gkPDKF8KhkwsITuwUiKopff+JTMJq0FiNBEKipusqpo2uRJYmVK3s+pnU6HU5HCwajiU899xyDhgzH6/XxxFfSOXPsGAX7dtLc2Mimv7/DgW27GTNpPklpQ7qR3ls3NF1KXFI6Bv86GP1tc0aTiN4oMpDswaT0NMxWKy6Hg1s3bnS5NrZDlrU2MgSwBxlobZY07YVbJCTYglfxdH9jP8IjzUREW2hqduH2eJk+Zyr7i3aw4f0PeOdvq1m9enVg2aysLH7zm9/w5JNPEhIS0v+N+AShqir19fW0tbVht9uJiIi4pyn5J4OgDsTi5P8ompqaePPNN3nxxRe55Bd1gnZSLrpvJdnZs7DaNKequNgwpkzOHHD5XVEUTp06Fah2HD16NCBUBbBa7YwaPYHs7EmMyZ5EWFjkR7Jt96Bh965N/PUvv0AQBL793V8wbty0j+R96xyV3doQXD4nPqV7AFRfqKmq5Hc/fAG93sCPf/Mi2zetJW9vLqAJvVd9+hmyx0/ilT/9lqLjBSx6cCUPrnw08HpZltmbu4Vd2zfhaG0NPC7qdIzMGcuUOXNISk3Dp/hQVRmnw8GRffs5uj8Pj1vzYI+Oi2PGogXo9Hr2frCV2irN7jQ4NJTZD9zH6IkTejzuTXoLt0pLePFnPwPgC9/7TpfANBVQRYmQcD2hkQbNQcnQ8T5eN7TUSzTXy7Q2S+CvBHjdXn73wg+ZPWsWm/roawetjWfpsqXk5R3gjW0vsubNjbz38oY+9/nKZ/4FqzW8W6sTaK5MZ4/vJ33IGCbP7dAWdK5mAJSXXmHP5jcAeOTZ7wdm3t0umbbm3l2gfF63X7ehDWpSMyYwZNS8wP51tjVy7ODbOB1NmMx2xs/4FKEhcV0G0YIAIeEmjH6yIcleym9eYd/Wv7Nw0UJe64GYAZrg+JlnyN2Ry4z7HyUuOQNUFY9HwdGstbhVl1/k9FFt/+n1eiSpQ3dkMBjJHDWLIdljSB8Wcsebvsvh5MX/93NkSeLJb3yFuJRE+uyj80PyqdRV+PB5VcpvXmb/lre1Nj3/+aY3GAkJi6K+plyzk73vMURB123W/NDutVw+f4whIycxZU53jUJ/4XK0krvpVRpqKzAazcxb8tlAdkNfaG1pYM3ffs6uXbuYN6//erBdu3axYMECzOYggoKjsdvDsdsjsNkjAr9t9mCSEqP69X4tLfX87ZXv43Y7GD12NtNmrQT8DnAuBz6fB73BiE5nxudT8Xk18iFLMgqK/yvr232rHYoi09xYSUNA51GKz9u1MiAIAsFhcf6qh9ZuJYoW3K6OY00UBVpablBU8H6vInrwH9NPP82OHTsYOfYBxk6Z7m8H63gvSfJx8cwRzp3Mw+vR1iUyJomxUxeSnD4Ig1838faLv6GuuoqHnn6KETnZ/dq3d8K619/k7ImTTJk3hwXLlnZ73uuFqptedIIOnaCjvtaF5Le9Dgk1YzSDpHbX/kXGWAiL6Kj+js1JJS01JvC/qqo0NTZjVoOJj0wkPDz8f8wgvampiTfeeIOXXnqp27js+eefD7Sx38Mnj3tEYwBQVZWGhgZaW1sJCgoiPDycyspGDhdc6rJcYmIEE8dnfKhe3/r6enbu3Mm2bdvYsWMHdbf1z6elZ5GdPZmcnMlkZAz7yFt8/i/h4sUz/Mf/+zKyJPHoY59nxcqnPrL37oloeGUvbql7L3lfKNi/j83vvkN6VhZf+c4LGHVGrl6+wDuv/ZnqKs39aPTYCQzOGs7ad/5GYnIq//qjX1FXW832Tes4ceRQl4wAe1Aw0xcsYOKMmV0TwVWQFC+y/wbscjo5sm8/R/YdCBCOqNhYZixagM/rZf/2HbQ0NgUen7tkMVkjR3TcrAQRk97M3/7wey6fP8/IcWNZ+ZQmLjRZdIRFmgiLMmK2q6hC36JwAFmCtkaZ5gaZHat3sXP9Zm7dutVvYXJycjJf/v6zjJo0jKfv/yoWm4VBQwdx7sS5bsuLOj2Dh49j8PBxhIR3Hawd2PYuZTcuMnbaIoaMntzxmtuIxrnCgxTma4TwkWd/EMh7kGWVxtreZyFBCz67cj6Pqxc1jUF4VArZk1bgcTs4fvAdPO42rLZQJkz/NPagiB7T7DT7VI1sOF3NbHjzt8yZO7tPwTFoxGzJ0qXs3bOXxZ/+FwTBSGujZlXc3FDByUPvIUld198eFElbax22oEimzn+WmCQjcama5fGdsOXvqyk+eYrRkybwwGMP9a/iJ4Cj0UHe9gOcP3kESdLIu9lqZ+ioyQwePo6tq1/E0drMzEWPkZIxHBDQi4bAKimKzLsv/xiP28mi5Z8jPvnuwtfaWhrZseFlWprqMFvsLFz+LBFR3dPib0dLcz2XzhzhbOEBVq9ePSA3r9WrV/PII4/0uYwo6gkNiyY0NIqQkChCw6IDv0NDogLEV1Z9eCQP164UsW3jXwBYcP9TOF2tFJ89TIM/QwUgPDKWYSOnMmTYRExmqz9jRNY0Il4Zr1fyO24pfVY9OkNVFdpa6vwaD418uJzN3Zaz2iMICU0iODSR4NAkRNFE4ZE/M2/uHDZv7scxvWQpe/buZflnvoPJbOy6r3QCRpOIong5c+wAhQUHkfztlhnDhjJ3yWKCgoP59ff/HYBv//yn2PxW+B8W504WsvZvbxAZE8OX//37XZ8URCSXSH2lEnDec7l8NDZoZEinF4mKtuFV3F1E8tFxVkLCulaEEhJCmTwxi9th1JlJDru7Y/+TQG5uLqtWrcLpdLJy5cpunSbr1q3DarWyevVqFi5c+Emv7v953CMaHxKKorB1exFud9cZ6tSUKMaNHfSRzA7IssyJEycCLVbHjx/v8rzdHszoMRPJzpnMmNETCQ4ZWKDW/2XU19fwve8+TXNTA5Mmzebr3/zJRzqjU+eo6ubHLisyDl9rL6/oGX//80ucLypk/pKlzHngQawGO3pRh8/rZccH69m5baMmODZbcPv71BOSUygvvdnlfWLiE3hg1cMMHjq8z8+TFF+XRFyNcBzgyP4DeFz+2b7YGKbNn4ejtZWDO3fjdmrkKSk9jXlLHyRl0CBEQUfZ9Zv89Te/QhRFvvurH5IxLJGwSCNWe8egQFEVvLK73/tDVVW+svQFpkyYxvvvvd/v161atYrDR/L5zJef4xfffQGzxcL3fvVz6mtqOJZ3iKKCI3g93QlAdHwKGcPHkTxoGDqdnk1v/Z62lkbmLn2K2ERt1lrwt8V1xu7Nb1BRqjnULH7kS4RHdegZGmo9dxS2AlSVX+T08c3IkhejyYYs+5AlL/bgKCZMfxyLNaTPdiNBgJBQE5eKD1JYsJOyARCzpORkRo6bS0xCDqha2no7yQiNSNSShxs0jU9QSCytzVUEhcQwae5nCY/Wk5xp6df5VHathHf++FcMRgNf/fELGEx9C3Lrq2s4uu8g548XBpzD2vHo5/8do9FEdUUJuetfwWAw8fAz30Pvz3noXNUoL71C7oaXMVtsPPrsv91RI9ATmhqq2bHhFZxtzdiDwli4/FlCwnqvInjcTm5cOcPVC4XUVJYAWlVo+fLlXdpY7oRVq1aRu3M/Y8atwO1sxuFswtnWgMP/43Q23dFByWy2ERwSQVBIBMH+n9KSC9y4egadTgeC0K29rl33pNMbWPDAZ0lO7aplUv0Cd69XDhAQn08jqf0lH6qq4mhrDpCOxvpSHK213ZYTdUYEZMrKyvp/TCclM276IsZPnxFodzKaxG5hh63NzRzYkUvh4YJAd0FiWiplN0qISUjg+X/9zh0/r79wu1z88rvfR1EUvvLCD4iIjkYQdOhFPaKgw9mq0FDVtQJaW+vA59WO/ZAwM2aLDq/sQRAgJt5GUIix2+cY9DoWP5DTY3t3Qkg6FsOdzSc+aeTm5rJ48WIWLlzIK6+80msF69lnnyU3N5ctW7bcIxufMO4RjY8A586XcuFid0HtoPQYcrLTP/LPq66uJjc3l23btpGbm0tTU1PgOUEQyMgYxpjsSWTnTCY9fchH4qLyvxFer4cfvvBFrl29QHLyIH7y079gtnw47/fb0RPRUIE2T3O/E3QVReEn3/w6LqeTL3zne9oAHhGr0R4Y2Jbfusnf/vx7KsvLenyPtMGZLPvUp4nuQbjbG2RFRpK9dFYRu5xOjh7I48je/bjbCUdMDJPnzKKhro6j+/MCs4CZI4azaMVytq5+n2sXr3Dfqnn8y3880+vneSS330nozmhpbOWJGV+761ngzm5awWGhiKKmCQHweNy0Nbf0+HpR1GG1B9PWouV0pAwegd5g1OwkdXr/b52mO0HlfOGhwGAvY9hYwqPitWVEEa9HRZKEDrcYUfstiJr3vSDqAo87Hc2cK9yG16MFJZqtIUyc/jhGsw2dYEAQtddp79VTYpfKoT0vsWDeLN5/f2DELHfnfibNfYbmhsoAyQiLTCJ7yioaa29SVLAWAJMlCI+rleCwOCbOfpLQCD0xyUYsdt1typXu0Ak6Xv7P31BXXcOih5czZuokevLJKrtewtG9eVw5Vxx4LDEthQmzprP+b38H4KFnvovFEsSxAx9w6exRBg3JZuq8lZ3epaOqcXjPOi6dO0rmiAlMmzswjQRAXfUtcje+isftJDQ8moXLnu2iy2mHLEuUlVzk6oVCbt24ELB0FgSB2IR0WlsacDlaBjxgHj56EYMyp3R7XhAEUMHtbMZk9OF0NNHcXENzUy1NTbU0NdXgcvY+2SEIAosWLeK1117rdSD3zDPPsCM3lweWPdeNbNwORVE7SIdXxuX2IUsykqKgyiqyogQEzqqi9tg553E5aKgvpbW5jNbmctpaK9HrdaxYsWLAx/S+vDy+9G//2i8SXF9by74t2zh3sjDwWExCPJ/+0vMEBd85b6e/eOMPf+TG5SssWrmSGfMXdlm31nqF5vquRMPtkWio0yZ39HqRqBg7kuIlOsGMLah3oj59ehYxUaHdHrcZg4kLTvloNuZjQlNTEykpKUyfPr1fbqDLli3j4MGD3Lx5814b1SeIe+rijwCpKdE9Eo1r16vR6XSMHvXRnrwxMTE88cQTPPHEE0iSxNGjRwPajlOnTnHlynmuXDnPmtWvEhwcyhh/i9Wo0ROw2z+6C+P/ZKiqyl//8kuuXb2A3R7Md777i4+cZPQGAW1WVe6hp7YnVJbdwuV0YjKbSUxNBUBBweVzgCxSdDSf/AN7eiQZUbGxPP7cc8TGJw54PXWiDkEw4ZO84CcAFquVWfctYtKsmRzdn0fBvv3UVVfzwbvvExETzfylS6itrqTw8BEunzvPlfPnUVUwmgx8+kt9979rYYa9E412X3qfR6G6XEv9DgsbWPWuffl2kgEEWr/6A0WRAyQD4OaV7i1XveFq8UngZL+X7wtuZzMHcl/q8bl2oiKKOu1vUfPTdzvb7lpw7HbdojB/LZLkITI2mWkLH0NvMOJ2dVQAPC5t4Gow6AiP0ROTaMJsE8kYZelW6ekMnaBHr9Oz6JGZ/P0PayguOs6qL86lnWjIisLp/HPseG83V893OEhlTx3F/Y8tYPCIDAC2vb8Wt9NNcLiMPVig9Lr23WRPHkdMQtcAS52oQ1BFbt3Q3KbGTp5AbGIPs7l9zAWUXL3MjvV/xev1EJeYwqqnnw9o9aDd+aqEc0XHuHC6EJfTEXguIjqWQUOzGTZqHLLk5K2XfoMoigOzDdYbGD5qMkZTDwGw/vUOCo4iOtaGPciCTtRr55DsAwG8Hg9NDTU0NtTR2FBLU0MtdbVVlFy/yIL58/tcj9jYWDZt2sSSJUvYvullRmZPIjIqjrDwKELCIgkKiUCnMyNJMpJPs/EVdAJ6VURVwa4XkWXF7+Yka+e1JHdUPHrSe6g2IqOziIzWWn/c7mYKC16662Pa5XBisVlxOhx4PR6MJhNWm60b+YiIiuKhzz7J1HlzefW3v0fy+agur+AP/+/HTJo9i6nz5nQLSB0oBEHH0NFjuHH5CpfPnmPmgkVdnpd76Co1m/QYTXq8HglJUvB4JAZnRYPR3eckVmVFY49Ew+FtxSd7Mei6V0L+WfDGG2/gdDp55ZVX+mUD/fLLL5OcnMybb77JV7/61X/QWt7D7bhHND4C2O1mYqJDqK7p3lN6+UoFer3I8GFJH8tn6/V6pk6dytSpU/npT39KRUUFO3bsYNu2bezcuZOWlibyDmwn78B2RFFkcOaIgLYjJXXw/xjh10eNbVtX+/eJjq9/4ydEx9y5n/qjhE7UIcv9IxrXLlwEIHXwYM2JSVW5ee0aJw4d5MzJE10GzbejtqqK1a+9xsonniQheeCEVxREjHpTtyArs8XCzPsWMnHWTI4dyKNg3z7qq2vYvnYdCalxPPX1R7h46gr5ezQPfckns+5vW3j088sIDuvq5qXNdip43SptLi8+r4LPowXetf/t8//dDmebtu8aGxsZCNqXHzNpOKeOnEcURX7//o+QJQVZlpF8Em6vi+qKOl76jzcRBHjk+SVcOXuDs8cuBtyqOsNgMhKbkEBsYgJGkwlFVlAUmesXL1NbVYXZasXtdBIRHU1MQjyyLKPIMrIk43T4UBQZVVFQ/D/a39qgS1FkvB4PPm97W5mAIEBfhWhVUZBRejy+7paY5e9eg+TzEhWXzIwHHsdg0AYjXk9bt9cIokBQqB6TRURVwO1UiIzT90g2BEHEqDMiCAILV03j/T9voPRqGTXlFSQNjuXg1qNsfnM3FSWag5TeoGfm4ok8+MQ8kgcldnnP4DA7bqeb1CwdV8+W4HI4sNrtDB0zNFCt6oxb10pwOtqw2GwMzx6OTtf/2+H5U0Wsfu2vSJLEoKwhfOaLXwponRrqaik6epSiIwXU13RYB9uCgsgckU1qRjapg9KIiLIg6gT++utfAZCSMbhftsHP+m2DH1j2BcIj7uwMZAsyExyuxyu7UVQlcNO3CUYiYlPQiYPQiZrIeN/Ordy8fpHXXnutXwO5V199laSkJIqOH+z2vMls9bdjRQbastr/DgoO77a/FVVF8us8fF7ttyQr/mNdwYkPg1FEEAV0OgGjSzsG7/aYPrL/ABdOnQ6YWoA2MTN26mRGT5zQzbrbbLUg+XxaFSopkcrSWxzM3cmJg4eYvnA+42f07b7XHYK230U9giAyfHQ229asoeTqFVwOBxZbB/GVpZ4nYIJDTNTVSH6LZx1Wqx6vZMDlc2gmG6oSsNFWVU2wf+1aOSlJYVo7mKoGEuwVVcHZ4CHUHKVdh1R1QL8/7tfIssyvfvUrVqwYmA30ihUrePHFF/nKV77yf3a880njHtH4iJCWGt0j0QAovlCGXq8jK/PjH8zGx8fz9NNP8/TTT+P1esnPzw+klJ87d45LF89w6eIZ3nv3L4SFRQZarEaNHN9lNu5/M86eOcFbb/4RgM888WVGjhr3D18HnagHuW8xcDuuXrwAQFJqGnk7czlx+FCXm2NnDB01mrkPPsjfX3qJpoZ6jEYjlbdu8eJ//oxp8+Yz98EHMRp7mAHtA4IgYNSZ8MreQBuYqBMICTcSFhnE1AWP8yXvCj54eyfr/raV8pJKXvvNu4RFaoMgQRRQFIX1r29j2+p9zFu6gKnzZyMKBrxeBdnXcROVFKlf7VMWm5Wo2BjWrl07oNapNWvWoNfrOXVEm8lWFIW3/nstk+eOY+KsbMKjQvH4tSIHtx3l3PFLqCr8+4tfw+30cGDrEd78/VocLR1ifp/Hy63rN7h1o4SMoUMYO3UKmcOH8fv/9yMAhudkc/LQYaLj41j1zGe7rE95ibNHm9t2nDuZR2HBTkBL6p44cwmiKFJ6rZhDu9ci+bxY7SHMWvQYYRGxfqIiB27i7STG5Wxlx4aX75qYtZOMmQ88jt5PMlRVxe3sIBrticsuRysWW8fAvrLES1iUAcGgdmuhMoiGwM0/KMTO1IXj2f9BAS//7G3qaxppqtNa2Kx2CwtWzeD+x2YTFtXz4Do41E5NeR1ul5Ob17RqxtDsUQi6ngcXZ09oWrfhY7IHRDJOFuSz7o3XUVWVYWPG8Oizn0fyejmWl0fR0QJKrl7t2D6DkfQhw0kbnE1sfAYhYVYioi2BjJNzhScpuXpFWy4zixuXL7Fz506Sk5NZvnx5N23Ehg0b0OkNPLDsCySn9mKb64eCiqzItDpbMQWbuz0vqzKyKgcc8AQVDu7bOeCB3PLlK9iyZQu2oHA8bidulwNJ8uJxO6l1O6mtvtXjaw1GMyaTBZPJgjHw24zFasNkNqHTaUeLoipIPpmmJrdG4lVtgNwu/h/oMb1v3z5EUeTwrt2sWLGimzXz+vXr2b3pAyKiozBbbYE0+1Z/O6XBaERAICwygpamZlxOJzs3bGL35g+w2YMwWfz7WtXOkfYfaP8bzR7YP1mgKn7ViqoiiCKKovDz730XUSd26FqUdqLgr1X4SUP7+/5fwkArWCtXrmT16tU0NDQQERHxMa3VPfSFe0TjI0J8fDhGox6vt+dZ6jNnb6LTiWQM6t8F/KOA0Whk1qxZzJo1i1/+8peUlpYGBOW7d++msbGOfXu3sG/vFnQ6HUOGjNYE5dmTSEpK/1/J/qury/ndb/8NRZGZOet+7n9g1SeyHrp+JoR7vV6uX9ZczfZu3RIQJYqi2OkGBoOHDWf+kqUkpWnC5CGjRnFk/z6GZeegyDJnThwnb2cu54oKWfHpzzBoSN+DlG4QBOw2K/YwsAaB2apHlhS8HoWaChdej0LOlNkMHj6RvO37yMvdS2OdRrwtFiujJo7n+sXL1FRUsOXdTezfuo+Z9y0kZ8rkLrPNoiAi98NxSBAExkyZyPr166mqqup3X/vGjRt58LFFeL1utr6/G4Djeac4nncKgMyR6YybOYoJs7NZ8NAMzh2/xO71B1n1+cWYrSYWPjyTXevzuHquhMEj07h67kZHP7mqcrX4AleLL2C123G2taE3GEjLHMzJQ4dpbmjotk5mq65HoqGqKoX5uZz3p1qPGDuD7EnzA+dk6uBRhEXEsWfLG7Q01ZG74RWmzF3J4KFju2+4CsFhkYSGR981MQuNjGPm4k9hMBi7HHeuTkTDbLXjcrTiaG2iqb6SWKtmYSx5VWrKvJoDlUCAbOh1hi76sdrKenz+6+e1Ys3EICImjAc+PYd5K6ZhsXUdLN9OWoJCtYmSxtpmju7V+umnLpygOaiJ+kCYHWgE8/ypU9q+zelhn/WCQ7t3s3WNpgfInjiJYdnZrH7tVS6cOY3cbvErCCSlZpCWlU1K6ggMJjMWq57IaAtma8ctV/L52L5uHQATZ87k0O5dACxcvgJRp+NA3gHWrFkTWD44OJxJ05cxZPhETKbeW3U0giEFQvZ8vq6z7LKsBc/5fP7WJf/fLU1NVFdWDHgg9/DDD7F27Rrc7p6DP3uDz+vG53XT1jowotAZer2eNWvW9PuYzs3N5Re/+IXfCre7/qQ9d6fdCrenyqHX4wkkg3eGIiu0NjfT2tzzhONA4PX2bxLqo4AgCH59mIAgCgENWefHtaDR7o/19vvjWNbj8VBQUHDXFazW1tZ7ROMTwj2i8RFBpxNJSY7kytWeZ5oBik7dQKcTSUv9ZBK/k5OTee6553juuefweDzk5eUFiMelS5c4f76Q8+cL+ftbfyIiMibQYjVixNh/mH7h44Tb5eRXv/gebW0tDMoYyuc+/+1PjEyJgthncF9jXR0n8g9zNO9AYACjKAr24GCcbW0BwpGWOZjZD9xP8qBBGPUdlYohIzWicf3SRb73818yesIENr3zNg21tbzyu98ybuo07l/5UKA8rygqsqwiS9rAQ5Y05xijSSvHmywaGWislqmp6OpI1RU6Js+Zh6qK7NywCQRBy+TYu5+wiAhypkzm2sVLNDc0sPX9NRTs3c/cBx9gWPYY7UYniKBqSeJ3wqgJ4zi4fRfPPPNMv3I0nn32WcwWE89843G8cgfR+PRXVnIi7wwXT1/h8tnrXD57nXf+uJGo+AiMJgP11Y0cO3CKyXPHIssKpVc1O+Gv/exZjCYDue/nsXPdflqaOgbdzjbtb8nn43ie1lbSWN+daFisOppve1hRFI7s3+TXdMDYKYsYntOR6yL4j52wiBiWPPoVDuS+x60bFzi4833qq8uYMH1xh921qiKrEgoqg4blsG6AxGzDhg2YbcHMevDTWrtUJ5IB4HZ1bLNe39Hbvf3dtXzmG18KfCc1ZV4i4gyBgDVRENGL2nMll26x8Y1cDm4/hix1kK6ZD07iuRc+hcHQv9tUUIh2LF8ouoLb6SEqPoJZDw6ntsJL6RVnF7JReu06jtZWLFYrGUOH3PG9VVVl1+ZN7Nu2FYC4xCQunTtL0dEjgWXCo2MZlJVNesYYbMHa4MZk0hEZbcHagzg3f99eGupqCQoJoa2lBY/bRXxyMlPnankpU2bPwelw8MF773L6+DHSM7MZnTOr13VsJxg+yYckKciygiKreNxaqrvk09oP21tl2loaqa2+RX1NGbXVt6ir1jRedzuQS0kfjtFoRmvvEwKDRJ1eRK8T0el12t96HbLkw+1243G78LhduFwu3G4nLqcrkO7eF3R6A2aTFVVV+z3Z0NTUxMMPP8zChQvvqD/ZvHkzS5YuZc+ePdz38EqMRiMfvPs+bpeL2YvvJzYhQbt3CNr5qEgSl88Xc/bkSbxujSRExsQwbtpUElNS0ekMgYG80L5/Ov2Nf39VlpWy+rXXMJpMfPF7/6pV2gSBmpu+wH5t/2006UhKCcNg0FFd7aCl0Y0gCCSnhWGzGfEqPryyu8fPiY4KYtbMET3e/ww6EylhmXf8Dv7RqKurIyoq6q6rskFBH30A7z30D/eIxkeItNSYPokGwImT19DrRJKSPtnAPZPJxPz585k/fz6//e1vuXbtWoB07Nu3j/q6anbv2sjuXRvR6w0MHTYmQDzi4pP/x1U7VFXlxT/9lNLSa4SEhvOtb//ngFuIPmroBF0XoiH5fBSfPsXxQ4e4dvFClwGd2WpF8vloa9HK98mD0pn9wP2kZbZ7n6t4JS9GvQlBEEjPysJoMtHS1ETptRJSM4bz7Nf/jb3bNnLq6CFOHD5E8anTTJu3gpRBI5D9NquCIGC16bEFGQgNN6HTawMzSVLBPwjUiwYExG6OVO3wejzk79kHwP0rH0KRZfJ25dJYX09jfgGhEeGMGJvDtYuXaKitZc1rrxOfnMS8pUtIz8pEREThzpkaZquFZU99itV/ea1ffe07d+byy1f/A1uQFaWtgyitePIBPv3Fh2iobeLIvhMU7DvB6YJiaivqA8v8+pt/ZsqC8QwanoLX7cVkMRKbFI1OJ/LZbz7GZ778MPu3Hmbz27lcu9DVUvjm1WsAuBwO9m7dxripUwkODfFvg86vudCWlWWJgzvXUHrtPIIgMGn2UgYP69zaJ6ATOi7bRpOFeQ8+SdGR3Zw6tpvi04dpqKtk9n2fxmixdHE8Sx8yhnPH9/P0M8/0K0fj6aefBkFg7rKnOkgGdFnfzq1T7QUGUaejrqqGwzv2MHOxZiupyFB5w0PKEAuqqqITDZw9dpENr22n8HCHoH7khCHEp8SQu+YAJRfLel3HwMCpE4LDtIrG5bPXAZi+SAuQjEk0YzKLXCt2oKggIlJcdAqArJEj7ujKpygKa15/jVNHjwYeqyzT2oGs9iDSs8YwKDOH8Kj4wDrp9SIRUWaCQo09XivbWlvZu1UjLWOnTGX/9m0ALHn08cD6CIKAzW4nY+hQTh8/Rk3VTX+/uurXFKlIsoIkK/i8XnyyjCwr3D4JL4oCktRGXXUZddW3qKspo666DI+75yyfux3ILX34WULDQjGadJhMekwmXY82qneCLEk0NNRRX1tDfW0NtbXVlFy7RXNTHS3N9bhdbciSD4fU7N++/onoX3vtNZxOZ//1J6+8QnJyMh63m4SUFNwuF3qDgSlz5/SoxcgaNZL5y5aQv2cvBXs1k4wd69YzeNhwFi5f3i+NXHRcHFtXr8bR1kZbSwuDhgxF9qm4m7rq8MwWPcmpYej912eLNYir3jpUFRwOiIyyYQac3lZktfu1tLHRhU+SMfZA4n2yB6e3Favxn2tgHhERQVZWFuvWrRtQVXbdunVkZWURHh7+Ma7dPfSFe0TjI0RIiJXwcDsNDd0Fkp1x9PhVRJ1IQvw/z4E/aNAgvvzlL/PlL38Zl8vF/v372bZtG1u3buXGjRucPXOcs2eO8+YbfyAmJp7snCmMyZ7E8OE5mEzd+3//2bBh/RscObIPnV7Pt771n0REfDJVpc7QiTp8io+q8nJOHD5E0ZEjOB0dx07q4EyqK8pxORyBjIqElBRmP3AfqYMzkWVNFK1VH1RtBlNygapHlhXiEjO4ee08Rw8eJ3tiKAA5k5YQnzSSQ7vX0NJUx85Nb5CaMYL5S1YREx+J1aZHEO9MIntypGrH0QN5tLW0EBYZyeTZcxB1IjnTJnH84GHy9+yhqb6BpvoGQsLCSEpL5cblK1SU3uLN//4Tg4YMYc7SxUQnxPT8wbchITUZg9lEbm4uSUlJrLjN83/NmjVs2LABo8nAD/70VUZMHKwNdDu1a7XPoodHhbLwoVnMWTEFj8vD6SMX2PdBPgW7TiLLCge3H+Xg9qP+7RfZ/t5eJszKISklEZPZyMKVs1mwYhbHDhTxw+d/1eP65m3P5VDuLjJHjmDctKmkZ2ViMutwu2R8Xg/7t79D5a1riKKO6QtXkTKoa95Ju4NUZwiCSM7kBUREx5OX+z5V5dfZ9N5/Meu+x4mM6UhgN5osTFnwMLlb37kjMXvmmWfIzc1l6qJV2GzBAZLh/0TaCaa7k5NSOzGOSYinsvQWx/cdJGPEUBJSkwFoqJYIj/Fy4UQxm9/czfXiUv82CUyaN5bln13E4BFptDU72Lc5n5tXyvwtaqndd2QPh2hQiEY0Kks1AfaM+ycGnguNNDI0R+TKmTZ8HoXiU6cBGJYzBkn2YdB3n3RwOZ2cPn6M3Zs342jrsILV6w2kZAxnUGYO8SmDu2RviKJAWISZsAhTn+fRng8243G7iEtM4vI5jWiNnTKV5PR0fF450Nbk8ylYrdpMfXVVKZXlzeAXwGvJ1jIKXfv0vR4HTQ0VNDVU0NxYTlNDBR5393uSKOoIj4wjMiaJyJhEIqITyMt9Z8DtdWvXriU2PoHMIQkfyQSUTq8nKjqWqGhtu51OHyXXOsp+Xq+bluZ6/08d5beusCM3t89juqKigv/4j/9g5cqVA9SfLGf/wYOB3ZucntaH4FvAZgtm0bKVTJuzgL3btnIsL48rxee5UnyeUePGM3/pMiKje7/3iKLIkJGjOFmQz4UzZzSicRtPsNgMJKeEdiFxBoOOsEgrDbVOHK1eXC4fFosBs96Kw9fG7RNCiqpSXd3Ya2p8k6v+n45oCILA888/z7e+9a0BVWXXr1/Pb37zm/9xk6P/m3AvR+MjxvUb1ZwsvH7H5URRYOqUIcTGhH78K/UhoKoqly9fDgjKDxw4gLeTy5HBaGTE8LFk50wmO2cyMZ0GNv8sOHniML/8xXdQVZXPP/dd5s1f+g/77J5yNEALaDp+9CCHD+zh1o2O4yU4NJTh2eOQJZnTxwsCadxhkdGMn76I+ORMlDtM9guCiE7Uc/ncMQ7tWUtkTBJLHv1Kl2V0eoWzJ/Zy7OBuFEXBbLFw38qHGD9t+oAuyKqqdnGkcjmd/NcPf4Tb5WLVZ58he9IkZEXyVz+0aseJQ4c5vHsPjta2wDaHR0dx8+o1VH9L2PCx2cy8fwFhUX1X/nLXbuRE3mFCIyMYN20qp48c6yKUtwfbaGtxMGvJFL720/YMDxGDYOCBEZ8G4L1DfybU794jK1JAHNuOf3v6l5w7fomh2RmU3aiitanroC01M4nJc8Yxac5YBg9PY9+Ww/zquy+SPCiBqfMnsG31Hpobes7lCIuMYOjoCUTGDCZ/z3rqqsvQG4zMuv9x4pMyuiwrCKJWzejl61FVlYb6CvZtfZuWpjpEnZ7Js5YwaGiONij1f0eXzh6j8NB2BEHolZghCEyev5Kk1CHQg1mmipZ3sO6VnwfcrezBYbS1NDIkexSiKFJ88hRhURE8+c0vA3D2WCGFBw/TWKsNGo1mI3OXTmXJkwuIS+o6+PqvH7zKvs35zF4yhS/+6DPdtlX0H+Odse3dvfz1Z28DkDQonj9s+FG3Y9nnVdi97gx/+dl/Y7JY+PZ//gS9Xo9Rb0YQRCTJx9kTJzl17ChXL15A6TTKC42IYWTOTFIzRmAw3qYX8YcihkeZA1XAnqAoKhWlZbz4i5+gKgo5k2dRWLAfo8nMI09/F4Oxu8Wuoii8/Zcf4vN6mLPoKwSHxgYIhs/rormxgqbGCpobtN8uR1O39xAEkdCIGCKjE4mKSSQyJpGwiDh0nWb2BUHgQlE+xw5/wK0BhDomJyez7JHPMHv+/Xdc/m5QW91GbY2jz2VKS4rZufVvSJKPFbeJ6NsF3oqi3HXuzuBhQ7lSfIG5Dy5m+sL5XZZpv97qBC3gsDPqa2vYtXkTp48dAzRyN37aNOYsXkxwSGiPn3musJC3//ISYZGRfPF7/0pbo4fWBhGzxYY9yERSSihiDyRWkhWuXqpDkVWCQswkJWvXNLfkwtuD8UhycjgTxvWeBp4clolR98lW/W9He47GtGnT+tUuey9H458D9yoaHzGSEiM5feYmktT3aFBRVAoKLjFt6lCiov55sy0EQSArK4usrCy+/vWv09bWxt69ewO5Hbdu3aKoqICiogJ4FeLikwMtVkOHjQnYYH5SKC8v4Q//9UNUVWXBwuX/UJLRDllWkCQFn1fmxtVLHCs4wNlTR/H5BX+iKJKcPoz0zDE0N9VRWJDXpa3BZLbywKovI4riHUkGaO4kiiqTmKb1ntdV38LlbCUyOhxbkAGb3YDeIJKe+TATpk9i3VtvUH7zJhv+/hanjx1j+Wee6HPWrTNud6Q6vGsPbpeLmPh4Rk+Y0G15o8nElLlzGDd9GicPHebQrj20NDXR0tREUEgIQaEhVNws5fzJIi4UnSZ76iSmLZyHPbj77FpF6S1OHMwH4P5HVjJoyFCmzp2Dy+HE43GjNxkIjmjmh5/7Nfk7T/Dsdx7FHmJDUrzI+BB1IoqsdEmW7sl/fuHDMzl3/BI15fVkDE+l6PA5Js3NobXZwYXCy5RcvkXJ5Vu8++cNhEeFYjJrx/yEWTk8+S+reOz55XztkX/n+sWuLVWiKNJYV0/+nu3AdgD0BiPzljxFdFzy7XvaP5Dp4UtQQVYlVFUhJCyK+x/+Aod2raWs5CKH96ynrqaCcdMWgX9wUl12HUVRCIuKI3fX/i6CY71ej9kWzLzlT2G1Bvfqxy+gCVY7W+i2z1mJOpG5yxZTeuUajbX1vP/iqzTVN+ByaMe0PdjGfY/NYuEjs4iICu9xkxY+PJN9m/M5vPMET35rJbbg2zVi3V/V3joFMP2+CT33nxtFykq0sL+skcPR67VsiYvnz5K3fQflN2/i83W01en1eiRZZvLMpQwd3T0YDyAo2EhElBmDSYcsK3jcEj5v+zmvdBFey7JK7sb3URWFhNQszhVqFbKcSQt7JBmgHSeR0UlUll2l9EYRRoud5oZymhorcLTW9/gaW1AEoWHxhIQnEBoeT8qgVCzWruRIJwoYzTqMRh1Wixm71cqg1MUUHc8dkO7JYDQyccrMXpf7sGhr6yD+qqrgcrbR1tZEW2sTjtZG2tqaaW1tIDQ8hqaGGjZs2NDtmG7XtN2t/uTmNS2/JX3IENqPPY3sGvpsvYuIiubRZz7HjAULyd24gcvnznE07wCFBQVMnTuXGQsXdbPRTUxNRRBFWpua+Om3vhl4PDI6jplzFxIVPQurrfuxoteJRETZqK1qo7XZjcdjw2TSY9RbkBRfNz1gdXULiqL0uv7Nrnqi7P9Y2/c7ITQ0lHfe0Sqyd6rKfu5znyM3N5etW7feIxmfMO4RjY8YBoOOpMQIbpTU3HFZSVY4lH+RGdOHEhH+z1Wm7A12uz1wkquqSnFxcYB0HDp0iMqKUiorStm29X1MZgsjR4wNBAZGRv3jHLcAHI5WfvmL7+FyORk6dDRPPfW1j+y9VVVFkmR8Phlf+2+f5P8tI/lkfJJEo6MBR2sLly4co/hsPo31HbPtoWHRZA4fT0rGSG5eO0f+vg24XdrMXXBoJMGhEZSVXCIxbeDp7ooiYw8KJiY+meqKUjzum8Qn3z54hbikJL74ve9zeM9udm3axPXLl/ivH/0/5i1+kGnzF/SYP9B5HzgdbXjdWtiVx+viyP4DAMxbsiSwzj0NVo1GI5PnzGbstKmcPJzP4V17Ao4t9qAgzDYrdVXVnDyYz5mjJ5g4ZwaTZs8MWEcqisL299aBqjJiXDZpWYO1NG3AardhtdtQUEkeFEFqZiIll8vYu+kwS55YACooyOj0Oo1odPao72FcPWluDsFhduprGvF4tEHP0icXMCw7C3erjxMHT3Fk30lO5J2mobYp8LrNf99Bxc0qJs0ZS8awVK5fvMm8pTOQFZmDO44g+bqzRsnnJX/PegYPH8egITkBEwZRELvNlrZvR7vdZ2DfmszMfuBxTh/bx5nj+7h09giN9ZVMW7gKt7ONW9cvAAJjJi7FYAylvuYGRfnrUBQJSZJZtPhZrFZLzzsjACGgz9DpDciSr4NoiCJul4voxHjaii9RWaqJjEPCw5gwewbjZ41nzNRwBFFAViQtR+C2d88aPYjkjARKr5ZzcNtxFj3adSDbEznpTCymd2qb6gxFUTiyW3OkGjkxk/3bd3DycD6OltZAhae73ekGCo/kEhQaQVxipp+cqhgMIvZgI4qiUlnmwOfThNZ9oazkEuU3LyGKOowGE16Pi7DIOIaMmtRlOVmSaKyvpNavq2isrwTg6qVD3d7TYgv1k4p4QsMTCAmN61JxEUUBq81MSKgJo0mH0SRiNGnCbJ2gw6y3ogu0f5l5+vmv8+ff/5ylS5fyyiuv9J3nkZvL81//1x4HvgOFLEk0NzfS1NhAU0MDTY311NfXUXazEkdrE21tTTjamgOp6neC0WjGYg/GZg/FYrVx7WLRXetPvB43JrOFtLRMTEYLetGAqiqau5cqo6hynyF58UnJfPYr/8L1y5fI3bCB0uvX2L9jO0fzDjBz0X1MmT0Hg9HI5fPneO+VlxEFgeXLl3c5FteuXcv6NX9n26bVPP381xk2cky3zwmPsNJQ50SWFOpqHSQkhiACZr0Fp69rVcjjkWhsbCMioueJzhZPI+HWmE7Hxj8Hjh07hqIoARvoFStWsHLlysB+WrduHevXr8dqtbJ161YWLFjwSa/y/3nca536GFDf0Mreff1PDDYYdMyaMZzQ0A9/sf4k0dzczO7duwOi8srKyi7PJyWlkZ0zhezsyWQNGXVHQd6HgSLL/OIX36GosICIyBh+/otXCQm5syZGUdQOwiBp5EHqQib8j0lyN9FlZ6iqQsmN8xQW7uL61dOBm6NebyAjK4ehIyYTHZPM2TMHKTq+G5dD6wG3B4cxesIc0jJHsW3NX2iorWDa/IdIzxrTr+02mHTY7Dqsds0p6lDubvZ88AHDxozhM89/qc/XNtTWsuHtt7h6QcvtiE9KZsUTT3QTMbqcTgoL8jl2MI+aTt+xzR6Eo62VhJRkvvDd76HXab3MkuzVLEb7gM/r5eThfA7t2hMQvFvtNvQGQyC522qzMW3RPLKnTKIo/wg7123CbLHw3A++TVBwSMDFqB0qKtHJes6dOMZLP3qT2KRo/rTlpyj+RPbPTNGyMf6y7eekpGnb6JO9PSa2v/6b1Wx8PTfw/7tH/ojdHoxB19Gv7fX62PzWDl759TuBTInbMWhICt/7zVewBdl458V1bH1/T8dygkYoAhbGOj0pg4aTOWIC8QkZXXr+26tWd7p837pxgUM71+LzebDag7GHRFBTfoP4lGGMHLec5oYyThx6D8nX0Vox874vExYditnaN7mtKr/B/s1vYbEF4XK0YrUH42xrISQijJaGpi7rZrHb+Py/fhOLTSNOyYPNRCVobRk6QddF59COre/s4eX/fIfkjHh+tfoHtDU7cTs9mK0mQsNDug2A3vjtGjb8bQc6vY51RX/tcZ1P5Z/j/z33O0RRCJACQRBYtGhRj3angN/uVNOsjJv2GPGJmdiCDJjMAxuAKYrMxrd/T1NDNelZY7h+6TSgsmjFc5jNVr9IW3N/aqiv7NK21Q5BEImOG0xoeDwhYfGEhsdjNGn3DZ1OQK8X0enbf2s/oghRMVZCIzraYAQETHozBp2pR9JWfPYUr730O3xeb695HgajkWe++A2Gjhh9x233ej2dCIRGIpoa6rXfjdpjLc1Ndzye29fe5icQVnswVlswVnsIFpsdiy0Imz0Yiy0Yvb7j3FRV2PLefzN/7kzef//9fnyGhlWrVpG7cyctzc2MGDOWL3zte70VFVEULZdEVmQUVfLbdHffHlVVuXDmNDs3bqC6QnOwCw4NZUTOWI4e2M/ChQt59dVXez0W2/VTX/ja93okGw31TqoqWkGAjKxIjAbtOHX5nN3aQjMzYxk1oneReqQtjlDLJ2tc0xnHjx9n8uTJyLLMq6++SltbGy+++CKXLl0KLJOVlcUXv/hFnnzySUJC7hxoeQ8fP+4RjY8JO3efprm5Z1ePnmAyGZg1czjBQb37o/9PgqqqnD59OlDtKCgoCAygQMtWGDlqAjn+3I7w8J5FaXeLd97+Mxs3vInBaOTHP/4zKamZXSoOPp/UYyVClu+c4dAXWprrOHMmj7OnD9DS0tHWEB2TzNCRkxk8ZBx6vZGL5ws4cSQ34CFvCwph1LjZDBqSjajT4XE7ef+V/wRUHnrqO1jtPc86CYKA2arDatdhtRswGLreBitulfPXX/wSo8nEv/3md3dMrlVVlcKCfLauWY3L6UQUxS5Bf+0zbj6vt8f+/vXr16M3GHjsc58na8RIALySp0edSk/web0U5h/h0K7dAT96s9WKKIoBy9jg0BAcbQ5kSeK+R1aQM3UyuttyEkC7xdtCVZIHG3l63jdxtrr4txe/xugpWQA8Nf0bOFpd/H7jD0lOT8SssyKrUo9Eo7ykii89+AMAouIjeDn3lxh15m5p16/++h3WvPoBsxdPZeVnH+DIvpMU7DnJtQslXZaLiougqa4Zn08iKi4Cmz2IkisdyxgMhi4tPKHhMWSNnEhGVg56k7FLSvud0NxYG9BttGPq/M8jSz5OHHoHyechNCIRn9eNo7WOMZMeIjp+MNYgEbO198H0zStnKdi9gZCwKJobaxF1ui6D49SswWRPm8ju9R/Q2tjMmCkTWbRqOQB6g8CIiUHo9H6Xpk7Bfe1oa3Hy2TnfwOfxER0fSU1Fx/onpsWxcNVMZi+Zit3fVvWNVf/B9QuliKLIulN/Dbyf5JMozD/P/s35HNlTiNLpHNfr9cyfP/+OjkWSJLFkyVL27t3HQ099D5N54Nfpi2cKyN+3AYPBhMlipa2lEbPFhuTzIknd7aJNZisR0QlERCcQFBxO/t71IAgsXvl9TFYLer2WkK03iJr7UB/SqvBIMxHR2jobRCMmffdj93Y4HQ6O5h/g0L6dVFV0ZGQYjUaWPPQ4k6bNwmK14XI5/aShgcaGepobG2gMEAmNRHQW0/cFnU5HaFg4oeERhIaGozfYMRiCsAWFYreHYLOHYbUFI+p03SYFZMXXJ1G5eOYIJ/N3UDZA/Ul4ZDQ1VRU89PhTzF7wQL+2AzSLDI18SCiBykfHsacoCkVHj7B78yaaGhoQRfGO1rugHYtLly5l3/79/OhXL3arJikqXLtch88rExZhIS4+2P+4isPb2iUQNSTEwvy5o3r9LL1oJCUs859CSO1yucjJyeHixYs8+uijvPvuu4Bfm9bQQGtrK0FBQYSHh/9TrO89dOBe69THhLTUaE6dLun38h6PjwN5xcyeORy7vbuLk6qq1NfX09bWht1uJyIi4p/6ZBIEgTFjxjBmzBi+//3v09DQwK5duwKi8traWo4d3c+xo/sBSE0drAnKsyczOHN4v5J6u7QvdSIMx48fYOOGNwFY/ODnaW41Dei7GChkWeLK5ULOnN7HjevnaJ/FMpmtZA4dz9ARk4mKTkRRZC4VH+fEke20NGskxGoLZuS4mWQMG9tlm6vKbwAqIWFR3UiGqBOw2vVYbXosdh26Ptxt4hLjCQoJobW5mRuXL5E5fESf2yIIAmOnTCVzxEg+eO9dzp48EQj6mzB9Brs2bex1xq097OqZZ57hrRf/xJNf+iqDhw+j7xacrjAYjUycNYOcqZMpzC/g0M4OwmGymFFVaGnS/jcYDASHhGiJunQfNAmAs1XBbDUxb9k0Nr+1i+3v7Q0QDZ1eG0QrktYC4VIdvYqtE1JjiU2KpupWDSaTZu/b00Dt2IEiACbOyiFjWBoZw9L49JceomDvSf7jS7/GYDSgyDK1lR0k1O30MDx7KBnDR1FdVk7xqVMBkqHX61FUlaaGao4e2MyJw9tJzRhB5ogJRMYk9nkNUFUVj9uJTqdn9uJPk7vulUDuxdXiPOqqryNLXkIjEhk79REunNqJo7WOlqZKouMzcLZqA5LeyIbTP3hsa23S9qOfZIRHR/LgZx4lOkFruTGZzLz34iucyj9K5sjhpA/NRPKpVJV6SEjXrnWyIqPTdW2hunL2OoKqDT5nTZvTdVZ93Vre+M1a3vvTZr716+eIT4nh+gXNxUpRFEqvNHHrRjVHdh+l6PBJHK1d20ZSM0cTFBJGcdGh/tudvvoKScnJXL14kuFjpvW5fPv+b2ttpK66jOqKG1w8UwCAz+fB568gtbdKGgwmImISAsQiMjqB0MgITGYdRqOIwShyrnAvLU1NyGodIWGD7vj5nSH5FERBxKy3dqv89QaL1cq4iVMZNHgI1ZUVVFeWs33zOrxeLyeP5nNw3y6aGusDhhV3gtFoIjQ8nNCwCMLCIwgJCycsLCLwWGhYOPag4E4tl3D5Qm3X1ka0SqVP9nS1bQ2kZPeOQUPGcPrYnn7rT5559ll0egMNdbUAZA0b2a/tbIeIJv7WowO/qFppz7XxVz7GTZ7GqHHjee+Vl7l09ky/j8VX/Na7R/MPdBPhiwJEx9gpv9VMU4OLyGg7Br2IKGhVLLfUMQHa3OzC6fRgtfYs+pYULw5vK3bTJ68j/f73v8/FixeJi4vjT3/6U+BxQRCIiIi4F8b3T4x7RONjQkpyFGfPlQ5ohtzt9nLgoEY22k/8pqYm3njjDV566aVu5cHnn3+eJ5988n+E0Ck8PJxHHnmERx55BEVROHnyZKDF6tixY5SUXKGk5Aob1r+JzRbEiJHjGTFyAkOG5mCxBN3WtqT02r5UU32T99/9LwAmTLyfzKxJd+ybvlvU1ZZz5vR+zp09hMvVMWOXnDKM0WNmMThzHF7VjSxLXL5wnOMF22lq1LQ7FqudUePmkDVionZHum0wXlWmOVHFJqYDWkuU1d8SZbbo+pq87AJBEMgcMZyTh/O5eObMHYlGO4KCg3n8889RfHpiIOhv58YNLFy4sM+bdGxsLJs2bWLp0qW8+8pf+O7PfgF9F1F6hMFgYOLMGYyZNIHCI0fI37WX1qauibs+n4/3//o3UjIGMX/ZEhJTU7u9j+RT8bhkFj0ym81v7aLw4Fmqy2qJSYwKEI32c1S7+UvoRF03RyOA8OgQqm7VUF/TBDLdrp5V5bXcvFqGqBMZO63rLGHWyEH+9ZECRCYiOgyvx0trcxv7t2m99zq9juT0dIwmE+U3SwNtZFpAlwmP2821i0Vcu1hEWGQsmcPHk5Y12h+UpsHrcXHtYhFXi0/QWN+hFev8nVWXXwQgOCyOsVMfQac3EhwWS0XpWVqaqmhfSWerlstgsXWQDZ/Xw7ULhZw/maftP/9svN5gQPL5SB82JEAyBEEgNTODnOmTKTxYwPb31vLMd7+O2WqhusxDVLwRo1lERUFR5EA7VNHhc/zky39g4YI7k9qffOkPjBif0+X5H37+ZzR1Ckg0W2xEJ6RRevUcOr2BCbMWs3Pty6xcsWJAdqcrli9n9948ho2e2o3kOR0tgdan2uoy6mvKAkSiJ0THpzJ05CRiE5OIiI3AYNT0EwajiN4gcvv8QWJaKsVFp6itKiUusf9EQ0BAUPTYjMGB64aiyLQ0N9HY0HBbBaK+S4tTT5UWgBvXLnf532qzaZWIsAjtJzzC/384YeHaYxardUCTY263rxvJUFDxyV6U2yqkCne+zxqMZmYufIwdW97ot/5k0tQHyc/biNUWRFTsh3dUFAUBUTAABvCfUrJBpqGm5q6sdw/u28msefd1z5QJNVNX68DjlmiocxITqxklGHVGfErXVtaKqgYy0rvvh3Y0u+s+caKxf/9+fv/73wPwyiuv3MvE+B+Ge0TjY4LRqCchPpzSW3V3XrgTnE4PeQeLmTljOHl5+1i1ahVOp5OVK1fy4x//uIvg6Vvf+hYvvPACq1evZuHChR/Tlnx08Hol3B4fbreXmJg0Hnn0WZYue5LKyioOHtxP/uH9nDiZT1trC0eP7OXokb0AxMalkT5oDIMGjSY2Lr1XYbTT2cq6tb/D5/OQmjaSmbMf/Ri2wc3FC0c5c3o/5WVXAo/b7aGMHDWDkaNnEhamZUCoqkLxuUKO5m8JiMBNZiujxs1iyKgpAUcuWZG6zca1E43M4VkkpdsxGO++etVONC6cOc2Djz42oJv9sNFjSM/M5PX//gNlJSUDnnE7e+wko6aOG0BNoysMJhPjpk/RCMfhAnZv3BKwwDUYjUiSxM2r13jl179j6OhRzF2ymMiYjgwOAQFHq0x8Sgw5U0dQePgcuavzeOIbKxH9PvRdXKdUFZ/sQ1HVLvoLAEerlljscrg5eegsU+aO7/L8sf1aNWN4dmYg06EdoRHB6HQ67bNUmPXAFL75s+cRRYHzhZc4su8keduPU1ddy43LHcdVWGQEiqLQ3NAYmDk2Wy14PV4a66o4euADTubnkjZ4FJkjxuN2OTm0czWS7GNlL61tnbfZ42qlraWOkPB4gkO1QU5LY9fQUVebfxAnuLh85ihXz58IOKZp6xhLY10VRpMRyefrcn62V5pmLb6PGxcu01hXz+4NH7D4U6tQFSi/7iZtmJbw7PH4kLwKzfUOfvXNP7NwQf9JbW5ubpfnmuob0On0JKQNIT1rNHFJgzh1REuCT0wbgiz5aGqo4aGHHurxvXvDQw89xJo1WgZNa0uDPwRP01Y4Hd0tjEVRR0hYFI0N1aCqJCSnU156nciYOJ779jfRG+l3G1xCSoqfaNzqczlZknA6WnC0NeNqa8HtdOB2NbNvh1MjEE0NtDQ1dmll7QtBwSGBCoSzrY1rVy4SG5/Aqk8/EyAUH0eWkqO1q55A8VcybndPgv7vw7jkDOY9+BR7drxDcnJyr/oTnd7AA8u+QGW5dh1OSMzk+pUG4hKCCA7+aLfV5XBQVVF+18eiw9GG3d7VTEYAomPt3CppoqHBSWSUNZC7YdFb/S1U2lW5uqqpT6Lh8jnwSG5M+k8mL6ulpYWnnnoKgM997nPcf//HY6N8Dx8f7hGNjxFpadEDJhoArW1ufvf7V/nhC19l4cKFvPLKK73O6D377LMsXryYLVu2fCJkQ1VV3G6NPLjdPlz+3+3/txMLt9vXZ3VnTPYMxmTPQJFlrl4tprBQs8y9cf0SVZU3qKq8Qf6hDVgsQaSlj2RQxhjS0kZisWoXWFmW2LT+D7Q01xEWFsPSZV8esFNTX9tYWXmdM6f2c6G4AK9XG/AJgkjG4GxGjZ5J+qDRAUGrqqpcvVLIobx11NRo7RxGk4UROTMYPmZqDx78AqqqtURZbHoU2UFzYy0IAsNyhn4okgGQlpWJ3mCgqaGBqrJbxCV1d5/qCyazBZef7A54xm3/LsZOn4Ks+u4oCO8JIgIyInqDHmebA1VRMFnMGE2mQIWjfSb9wukzXDx7juxJE5l1/yKCQ0NBEHC0SIRHG7n/8TkUHj7H3o35PPL8g4Ebr9yDFbVG/hT0fvtKn0+i/HqH8H3Hmn3diMZxf9vUhJnZXR5XVZX3/7opMLifNGcs3/nllwLH56gJwxg1YRhLPrWS4weucvHsOS6dOUtZyU0a6zparNqJldvpCvyvN+hxOZxcKT7BleITfQqb268ZTz/9NDt27MBosuFxt3Es7+8MG7OQ2MRhgIDX48DtasVs0c4tR2s95wuPUll6LmBqEBQSgSAKtDTWEZ2QSmNdVRfXKdCE7e2c1mA0sGjVQ7z70l85d7yQxLQhJKUPofqWh4Yab+AcADiRl4/X4+PVV1/tN6lNSkrq8viQ0ZMZOX4WRv8AWFVVSq9ptrbJg4Yh+bRB7N3ana57s3sgoyAIhEbEEBufTFxiMklpaSSkJLLp3TdorK8iKS2NshLNJvX+R1aiM3RP8e4LiamaaLe6soSK0is42ppxtmmEwtHWhLOtGUdbc59VlM4QRZGQ0DA/WYgIVCTCwjs0EiFhYV1E1TVVlfzH975KbXUVKWkZmC0fn6awrRPRUFDxyu6e26P60TYVWFRVSEzOZNVTP6Ct6RIH8/Z2scINj4xl0vRlDBk+EZPJwokCzXY6MTkLWVIou9lMSJiH2Ligu0o97wmBrKS7PBY9Llc3ogEQFGTCYjPgcvhoaHARFaVpOURBxKg345G060hNbRuSJKPX967HanbVEx30yWRkfeMb3+DmzZukpaXxm9/85hNZh3v4cLhHND5GREUGY7ebaWvrXw9rOxyOVn76k++wYMECNm7c2OeM3saNG1m2bBmrVq36SENpJEnuRhTcbi+uziTC5cXj7T4b/2Eg6nRkZo0kM2skjz72eZoa6zl16giFhQWcOX0Mp7OV4vP5FJ/PRxAE4uIzSB80irrackpLL2A0mln+0NcxWz6cg5eqqjQ2VHH+3GEuXjxKQ33HIDMsLIZRo2cyYtR07PawLq+5cf0Mh/LWUVmpzYQZjCaGj5nO8JzpmEzdb8pGow6LzYDRqmKy6BAFOH3sLABxiYndPNbvBkajkbTMwVw5X8z5M6eITUxEuIMQtDOcjjZqKivvesbN6XRgs9tBEJDlnlsx+oIoCNRUVlOwZz8AD37qETKGDeH00RMc3rmXFr8FpU6vR5YkCvMLOHP8BJNmzWTK/Dk4WrV9mD11JNEJkdSU13Fox/FurVMaOo5lRVXwKV4MGCm/XokkyVhsZlwONycOnqKmoo7oeM2Rxe3ycPrYeQDGdyIaiqLw8i/fZsMb2wKPTZk3vkcSHBJuJCImmknRs5g2fx6OlhYuny/m0tlzXLtwEZ+36wyvz+sNPBYUHIzT4WDBggV9ikljY2PZvHkzS5YsZc+evUTEpFNffZ3zhdtoaarCGhSOs7WelqYq3M5mblw+Qm1lpwpLVALDx04lITWLHav/AoDRrO3f9uuA5IOWeglZEpB8aiC5HmIZMnoSF08VsP+DTdz/WAIms5WqW15ik0yB9ziVf5QVA2xpWr58OZs3byYoNIr6mnLCo+IDJAOgoaYCR2sTer2R+JTBXCg6DHDXdqcAoeFRxCYmk5CcSnJaKsnpqZhvy6oouXqF80Wana7Pp4mVh+dkk57ZNShNVVVcTietTc2BXBntp9P/fvc1t7ONHRte7nM9dXoDNnsIdnso9qAw7PZQ0gYnEB4R6ddFRBAUHNyj21dfiI6NIzI6hrqaai4Vn2X02O5ZOR8FZFnB6dSObUVV8CqeXu8zWttU/9yqREFEFPUE22yMH7+YuQsf5NrVSuqqmzAaTZjMtkDF1+v1UF1VAkBCcmbgXZob3TjavMQnhmC3f/icKJNZO2bu9lg09UH2omPs3LzeSEOdk4gIayDoz6gzIck+zfxCVqiubSIhrneNQ6unkQhbTI8tpR8ntmzZwquvvoogCLz++usEBf3PiAG4h664RzQ+RgiCQFpqNGfPlQ7odQf2b8Prdfd7Ru/ll18mOTmZN998k69+9at9Lu/1St2rDt0qEl58PXj8fxIIDYtg1uwHmDX7ASRJ4vLlsxQVFnCq6Ag3b16lovwKFeUdA6HYuHTq68oJCgrDbB442XC5Wjl4YC0XLxzB1WlmUK/XExmZxNTpKxiUMaZL+5GqqtwsOc+hg+sC7VR6vZFROTMZmj0Vk7mDLAgCmC167EEGrHYDRpMOVDUwuwRw45LW/5ye1XFz+7DIHDGcK+eLuXzuHNMXLsCkM3XLZVBVFUdrK40N9TTVN2g92w0N1FRqFox3O+P251/+nIioaCKiooiKiyU6IZ6ouBiMxv7dpAVEtq9ejyLLDB4xjMyRwxEEgZypk8iZPIkzR09wcOeuQE++qBORfD4O7drNicP5TF0wm9QhD2C2mFj4yEze+u06dry3P5ARonTqA++WgK2qeGUPVy+WAJCWlYTeYODM0WJy1+3j019+iJamVgr2nMTr8REVF0FKRiKgVUp+/8LL7NqgZYsMGZXBxTNXqa3oXuVUVAWdSUZnVFC9Wh6IPTiYnMnaNvq8Xq5fusyls+e4dPYcjtauLj6tLS3odLqBCZuTkomMSSc0PIFrFw5y63ohBqN2rF44lYunk+4oKjaDlIxJBIclYjQLuNqUgCWzImkkQZa1vedxQUuD0qOoftSEOVTcvEJLYx0n8rYxdcFDeFwKzjYZq12Hy+Gkrqp6wKT24YcfZu3atZitWsta58BLgNJrGgmMTxnMuRN5nD+Zh16vZ82aNQNKil67di1hERF8+Qf/fsfsCEVR2LJas1JNTE2lrKQEnV5PdHwcuzd9oJGH5mZaGjUiIfn6T8Jt9hBCwqOx2UOw2UOw2kOwB4UREhxJcFBYlwFzO9IHR2A2f/hb/vBRORzYvZ3zZ4s+NqLhcHj9QZQyPtnbZ0bFndqmBEFAEHSaK52gnWsKKrKiotOJGA0WgkO6E67K8qsoikJQcAQhoV0tXiWfQumNRkIjLMTGBvWY1N1fhISFkpqeyrp16wZ8LMbGJ2Cz2XtdxmYzYg8y0tbqpbHBRUSkdn4LaNkaDl8boFJV1TfRUFFpcTcSZv1o3SH7Ql1dHc8++yygVTVmzJjxD/vse/hocY9ofMxISY7i3PlbAyjtquzatZEVKwbWprJixQr++Mc/8tBDn/ZXIbq3M3k8fbcv/bNDr9czbFg2w4Zl86lPf5H6+hp2bF/L5k1vB/Zv6c1iSm8WIwgiCYmDGTRoNOkZY4iKSupTm9DSUk/e/tVcvHAEoFtw19q1a1m/fj1bP3iJB5d9mfR0Tex7q/QiB/PWcqtUE9fq9AZGjJ5OzoT5WK1BuGUXogBWuwGbn1zodLethyAgCCKqqqCqKtcva0Qj7SMmGlvfX8Ot6ze4ePo0XreX1qZmrWc7QCwa8Pm8vb7H3c641VVXU1dd3e35doGzxWrFHhJMaHg4ETHRxMbHE5MQT3BYGHq9njNHj1N69ToGo4GFDy3r9D0K6PUGxk6dwphJEzl99Bh5uTsDhEMQRdxOJ3s2bqUoP5/Hv7yUGQ9M5L0/babkUhmxSdpNU+qhdep23LioTRakZSUzatxwzhwtZsOb28nbfoRbNyoCy3lcXja9tYMZ903ij//xGvl7TiDqRL7+k89TU1HPxTNXqa6oDSyvqiqS4gvYdAaHGWmq6X6OGoxGskaOIGvkCBRFoaK0lEtnNNJRU1mJXq8fcBVgxYrl7Ni5n0lznsEeFMnZEx/g8zr929GKIOiIjh9GQvIELLYI/+MKHhfo9D68Ho0cB2ZU/Zc4UewlwRyt6jRp7nJ2rXuF0qvnSUofSnLGcBprfVhsIl6Ppv24W1LbrnvydiIaqqpy86pGNJoaagKkQ5Ik1q9fT1VVVb/tTjds2MCilQ8FSIYsS7Q2N9Pc2EhzYyMtTU2BvytKb1Jfq33XZSUl2vKSxL4t23r7CKx2G8GhoQSFhBAcGkpwWKj2OzSU4NAQDu/aw6mjx0jPymb8NK1XXRAEDILhjrPNkk+Bj6DNfviobI1onCnSHN8+BvfDtlZvv0hG721TAqKfYHRfPxVZ8aHIKhjAJ/X8/mWl2nU48f+zd9bxcdx3+n/PzPKumNGS2TIzU8AO2okh1DZJkzRluv56vfZ60LvCtWmv3LTBxmFzEscxJI45jhkkk2xLFjMtw8z8/pjdlVa4ku007el5xZG0O/DdmdmZ7/OB58nt+T7c0ujGafeRlROHxdJ/1QuDUcfUGdl85rH7+Pl//m+/r8V77v9cn8c/NT0Gh72RxgYnCYnmMCmSRAmDZMQne6itbe11GwAtnkbizcmfiNqlqqp85Stfoba2loKCAn784x/f8H0O4sZhkGjcYJjNBjIzEqisaup7YcBub6Wy4iqrVnWtAe4NK1euZO3atWzbcZiYmP8bJjWCILB3zzZUVWXatHncfscqTpz4mBMnPqKyopSK8gtUlF9gz+612GISGDpsIsOGTWRI3jiMRjOyHOBS8QlOn9rNlcunoqpvf/zxx9m47lcsWvwgly+fpLREM2YUJR1jx89h6swlWG3x6A0SMTFGRJMeo0Xo8+YsCiKyqtBUX09bcwuiJJE7NL9fx8Pn89Ha1ExrUxMtoZ/NTcHX2knCG8881+sxjYmL02q0kzTFmLjERPbt2M769ev7HXGzWK0kpqTiaGvD7XLi8/rCEUhNftWD1+OhpamJipLSLtsQxXYDO1tsHB+9/yHJ6WmkZmWQkJhMfEIigigiSRJT5sxm4swZnDp8hH3bd4T7GwRBoKmumT/8+1/JGprOqEnDKPz4PPZWLWPVnTFaZ1y9qPkI5I7IxGDSI0kSXreP2dPn8aufRzaTPvfUazz3y9cI+APodDoe+dZ9ZGSnUXZJ20ZxYQl7tx3C5/Pi8/mCppCaMaSjJUB9tQs5ICPLARRZDv4uIwcCnX7KWGJspAmZ1FZVDbi07dzJPdRWnkbp1EMzZPh8soZ0jVirqkprcygrI2AOlwuFejR6L8dJSs2kYMo8io7t48jed0nJHIJOb+DUwQuUXNTKBgdKak3B6G5baxMlF0/TVFdJbWUpzqAEb1tzfZd1H3vssai8Cx5//HEEQaS4qJAThz6irbkFh70t6iCSIIpkZGcTlxBPTAfyEJsQT2xcPDHxcX363OQOH8bJjw9TX6MRX52oQxL1iFHo0F2vLPWI0QXo9XpamhqpriwnM7t/PV/RoLXNhU/29rmc2rlsSgiWR9Ez2QVNTjkUdAv0cFwqyjSVx96IBoDfJ1N6pYmkZCspqdaosxsms56pM7OxWg2seGAZv/v5n3j8icd5a3Pf0rtPPPGEJgU+Z2Hf+zHpiI030dbiobXFQ0Jie6mVQWcioPhwufy0tDqIj+s5OyIrfhy+VmKM8VF9vmvBG2+8wbp169DpdKxZswaT6W/TiD6I64NBovEJID8vNWqi4fFoUcKBRvSqm8qQdRmIghRsxtT0/jv/Lgr9q839tMHv9/GrX/6A5uYGcnLy+fo3/wOz2cr4CTN4+JGvU1dbxYkTH3HixCEKzxzFYW/m9MndnD65G0EQiYlJwO124vdr/TPRmCWFVG6WLVvG9u2voSgKoigyetxsps28jdT0VGJijdhijOESBYevrVuVlM4I9UyEFIdy8vMwGNu1zVVVxe100drcTEtTUySZaGqmtbkJlyO6JlCD0UDWkCHEJSaSmJRMYnIK8Umann1cQmK3n1+RZTZu3NDviNtdqx5g5uLIh6HX46G2qoqqsqtUV1bQVF9Ha3MLTocDj9sVYajWURmnuaGBY/u7lh1JOh0GgwGT2YzJasEWYyN3aD4JyclUlZWFm6cBKq/UUHlFU1VytmlR7w3PvsfO9fsJ+AMRk/5AIPjTH6C2QtvvC0+9ic/jj7rhOhAI8PwvX4tYpuRiGT/99m/7PIb9xUDvGRUlmr+DwRhDaua48N+lxbvxuFvIH3kzoigR8Huoqy6kvvo0DnvoPKicPqQ1zIbOlRCFCMPYaQspv3KetuZ6tr35Z3w+T5jwDaSkad369ZitNiquaJPDq8VnuFp8psflrbExzLlpMXJAZvvW91i2bBnPP/98j3Knjz/+ONu2aUGNC4WFEe9LkhTOOsTEa5mI2uoqLp89j9liwe12g6rymS89yfCCMVF/pu4QaghvqKtALxii9sSAnifU/YXBYGTEmHGcPX2CotMnrjvRsDuduDzuvhekPZsRerYJ9G5cGF4PFV/AhwVDt1l+j9tBQ50WGMjKHRXNBmmsd+Kwe8nMjsVs7p0wWqwGps7MDi8XGxfLb597iic/83WW37Oc557tRXr3C5r07pe//f0+y/dCSE2z0dbqoaHeSVyCOSydLKKVULn8Tqqqm3slGqA1hd9oolFVVcVXv/pVAH74wx8yderUG7q/Qdx4DBKNTwBpaXGYzQbc7p7LUkIwBR1nBxrR0xv1+KOIBEHw5oyIIGrEQ0BAFLVaVq1pTgwbk4Vu5J8GqKrKc8/+kuKLRVitMXz3n3+OuVPzd2paJktvW8nS21bi83k5efIQ27dt5Py5U/j9vgjXbknSA0o/6tufJycnh7SMIdz7wJfIzs0iJtaI7lpUSFRobW6h8JjWOCpKElveWBskFRq56NwM3B0MJiPxCYnEJSZoxCExIVyK4bC3seHFNYDAnfffB6jIAQVBFVAUldbmZpobGggEo+lyINAeWVcUREnqZ/RX4MyJY5w6fji8nXBEvsM+AqEIvSxHkIxoIQcCuAMB3C4XNDb2vUInXDh1Jepl/d4At912W5QN18vYsXMHSakJGIwGVFQqS6oRBBgzeQR6gx6dXkKn16HT6zAajOj0OlqbAqiqlqWRdBKSpOv0M/hPp0OSJAIBP5tffu2aGpsBTJYErLYUjOYEvG7tvZqKkzjt9WTkTKbk4vsocoCVK1d0kQTdsGEDBAl1b2pv9tYmKksuUHHlXDi7EFJJMlvjycwdhahT2bhpU/9I7caNETLFoBkHmq1WKkuuRrwuSRLONjs7N78dfm379u3k5ORw7733RpRMrlu3jk2bNiEIAkNHjSYnP5+4BO07FZeQQGxcHAaLkY5R9baWVn7/X1qphzU2BrfLxeiJE66ZZAAkp6djNJnwejy0NtWSlBK9EpA/cP3KZseOnxwmGrfesfy6bdcT8NDcGp2LuIAAgoBOMERFLjrD6/cQ8Fu67SOvLC8GVBKS0rFao/eQ8HoClFxuIiXVRlKKtYsXCkBMrJEpM7IxGiPvH/Nvmsszr/6ebz7xXXJzc1mxYgUrV66MkLTfuHEjZrOJP7z4WyRdJn5fdOTRYJBISDTT3OjG3uYhLq49Q6AT9ehFAzU1rRSMzullK+AJuPD4XZj01y5S0h1UVeXxxx+nubmZadOm8YMf/OCG7GcQnywGicYnAFEUyc9L5ey5ij6XjYmJIyt7yIDKVDKzcomPTSKg9D0hBa2JTkbRzMeigtApKxIkKIIQ/Nn1vWuBqqrY7a14PG5MJjMxMXEIgsD2bRv4cNcWBFHkW9/+L9Izsntc/8rl83zwwTsc2L8Dt1uLYAuCQHZ2HpJOR3lZCYKgDqgnZu++A+QNTUWRPbQ2O7RJc2iCLmsTaIenDb/fj8/roa21FXtrK462Nhz2Nlx2B06nA7fTicftjijBKLlwMdwU3hHhCWZwkimIQvCBCygqiqpib2ujpbmJKxcuBn0bIp+kPq+XP/z3T6I8C5HYtm1bv6K/ly+cG9B+OkIQBPRGgzbRDk6yBVEAVYuia4QlWF4kBwZEVgCMJgPWOAtxiTEkpcaTnJlIQnIc9hYnW17+AFucBY/T1y9Cmpuby4pH7uDuz96Kx+tm9bQvoigq/++pL5KY2p6B0EtGpOD3peSCndqK6CK6oF3nB3Z80O97Rqg0IRDQSqbamstoay5DCJY+JSQPp625DHtrJY62qqizOG0t7VknVVVpbqihouQ8FVfO09pUF7Gu0WTD63Eg6fRMm/cQFlscZpufsounoya1jz32GBCU/w0qOwE01TUAXTNgIUJisli00qX4eCw2G26Hk50faMcxhJT0dJbcew8z5i3AZG6fXKmqgl/2o6oynWequ97Zgt/nIzElmYaaWnR6PUtX3NPjZ4gWoqjDIOrJGjKEKxcuUFt9tX9E4zoKfBRMmASvwuXi87jdLszma5t4qoDH78Kv+HA6em+KFwUJKfjcUaMMqnUHWZZxe7tfv70/I4psRmeoUF/rwN7mJSsnNoJQxCWYmTI9C72++2fj/JvmsvvENja9+Q6vvbiWtWvXht8bOjyff/nRd1jxwDJiYmNoaXZz9OOKqO93ySk2Wpo9NNQ5I4gGgFFnpqXZjsfrw2TsXaSjxdNI+g0iGs888wzbtm3DaDSyZs2aPksJB/H3gUGi8Qkhb0hKVERDEARuvfUeXnn5j/0uU/ns575GgiUFWZHxBJx4/K4uDqrXBhVVlZFVOWpuIgTT2aIYzJ4Iod+lLiVdoZ9Op509u7eyc+dmKivao5FZ2UMYN24aO7ZvAuAzn/kKEyfN7LJPh72Nffu2s2vXFq6WtitSpaVlsvimu1m06A4Sk7RG4Pr6Gr765RUDrm//l68/3q/1rhWhyD89PCCjhSiKGEymiOi4rgOB0el0SJIOMRhV10nae06Hnffff7/b6G+oYR60CebYCZMZP20agiQEt6tD1zEyrwsRB+1vQRRQUZB0Eof37mPXO+9itlr4+r/9EItNy1j5lQCgIIk6TUWmG4SkQlubmmlqaKC2sor6mmo83lZaGlpoa3Z0653h9fjwenw01bZQcq6rKZrH6eu/7OqKe9nyxvssfXABkl4iMTWBhpom6qoaw0QjNHEKIS7R0C+iEQjA0NHT2DCAxmazNR6nowVV6WBaGPy9ueES1pg0PK6GfsjmLuP99z8gNWsodRVXqCg5j8vRbmQnCAIJyUNIzRxBSsYIjKYYDu9ZQ1tzNSc/WktCai6OtloCihw1qd2+fTuqqnbJaHSExWbj1nuXEZ+QSGx8HDHx8V1Uz3SSAVGQcNrbcLjaMBpNmK2am7Ve0soYFUUhoIQIRldUlZdz8vARADxu7RzOX3IrCUk9K/r0BUEQg2PTrvec/KEa0agppWDCnKi3E/Bfv4xGaloGqWkZ1NVWc6HoDJOmdb0PRwuNZDjxK35URcXt6npsBbRglk7UhY+DP8qAWk9QFHD7uv+ehYlGzsAFOTxuP1eKG0lNjyEx2UJyipVJUzP79N+IjYvlkSc/w8NfeIhJ+bNxOV1s2PE64ycVRPT6xSeYmTA5g5PHqroEk7qDXi+SmGyhsc6J3e4lJqa9NFcUBIySmZqaZvKGpPWyFXB4WwlY09GJ15cEXL58me985zsA/OxnP2PMmGvPAA7i04FBovEJwWo1kZYaR21d3+oOCxfdwdo3n+fxxx/v1RkXtIjeF77wBSwWC1/72hcpK9O2bzXEYjXE4pO9ePyuoHzq9fO7iBaqqqCioETJTM6eOcULT/8av8/LihUrWLXqqS4lGoIAYwomc+dd96GiIiCgKApni46z64MtfPzx7rB6kl5vYObMRdx0y90UFEzuUtYRin4OtL69PxAEAZ1ej95gCGq2GzGazJgtFkwWM0319ZSXlJCQlMSEGdPCE3CxU6lMRAmNTteBLHRfZiN2WO7imULWPv8i8UlJfOM/fthpfJoKSV9lCG6Xi+OHPuKtTRsjor9pGZnc+8DD6HQ63njpWYpOn2DUhPFMnz8/6mOkqAr1ddXs274TgKX33hsmGaA9EBVVCDtO93ScLVYrFquVjJxsCiZPIqD4yBpuJCVTezi6HG6+escPcbS5etxOZwQCgf4T0pWrWLd2HUf3niZ3eBYpGYk01DRRX93I6EnDAQG9GDnhjU3Qa9LDUUweAgGV6jIX+SMncfLQLh57/HHejuKe8fjjT6DT6Vmy6nFUFSquXKay9AJ1VZcI+Nt9f5z22n7K5mplhfvfeyP8uijpSEjKJiY+DZMlloDPTUtjGZWlJ/C4Hfj9Gmm2tzVgb4vMQPRV0gQwcdZ08keNwBYXx+Wz5zm4c1eXsd22agUTpvVW6y1oZE8QMNus6DvV2PtlL4Ii9UgwQLuXbN+wGVSV5PQ0GmpqSUhOYs4tN/V63HoekoAk6tAJuggp6px8TSSitrq0X5sLXMfSKdDUp+p2VlN0+sSAiYaCitvvDJt5up2RvkyCICAJeiRR6tLwLl9jEE1RVPw+P7KqIHUoC3bYW2hprkUQBLJyRvSyhb6hqlBbbUcUBeYtyOuXyZ8gCOj12nfOarN0KyiSmmZjzLhUzp3pqurXHZKTLTQ3ummoc0YQDQC9pKex3kOwDagXqLS6m0iy9k5I+gNZlnn00UdxOp0sXLiQb37zm9dt24P422OQaHyCyM9Pi4poWK0xfOuf/ouf/+yfWb58Oc8910tj2BNfYMeO7bz77rtMnTKaUSM9HDt+hbp6bT8GyYhBMqKocXgDbjwBFwH52iJBNwpnz5zkz7/5H5YuXcrzzz/fa4nGjh072H94O5nZORw6sIeP9uyiob79Zpudm8+ixXcwe95NxMYkIAqiRnhUgr+rBGQ/SNpD7Vrr2wGstphwc3ViovbTEmfT+iWSErFYbb2qT734e61BeNr8ecwd6OSkDwwbMxpRkmiqr6ehto7ktNTwe6oqE1D86KTeI1Vmi4WZCxay5c32yeQT3/4Oo8dMwBz0YWhrbWXr5rVsfu0VYhPiGTVufFTjExDYtm4jfp+PIcOHM3FmpPu2KEiapGa0H7jDlp1tcphoWGxm8sfkcuZjTZY4NSuJusrI/o6YOCvz75rBwe3HaGnQovIDJaQ/+drvIl7/6/+u4+DOY6RlppCankJKRhIp6UmkZCQSnxSPNUaHs633EhJZVqkudxPwKxiMZmYuWsb2beuizALsYP4dD4RN7YYVjGXomAI8bpnKkisc3aud24HI5t57771s3rwZFU2yWZEDNNaV0lhXGtU2dHpD2LlbURSGjhnJBx/uiiC1ZosFWZaZumAOt626l6a6et5bu5HSi5fCy1hjYnDa7Ug6HaPGje11n4IgdvWVQWsalhUZUJAEPWIv39/zp09z9dIlJJ2Opjqt/+S2lSsGVP4hihI60dDt/SJENJoaq/H5vBgMxi7LdAc5oKAo6jV5PnREwYTJfLhzK2fPDEzmVlEVjWR0IAxOp3bNS4KkZS0FqdvvuhKUAr8WKIqKqmpqSpLUfgwry7VsRkpqToQH0kARF28iPsHEoYNljBqTQnZufNTrhk1FA4Eel8nJjcfjDlByqe/+NEkSSU61UFftwOn0YbVGBjlaGn0oMvTl49jmaSLBknLd+jZ//etfs3//fmw2Gy+++GKvfV6D+PvDINH4BJGZkYDRqMfr7duYadKkWXzv+7/gN//77+Tm5nLvvfd2acDctGkTBoOJZ55Zw5IlSwCw2UwsmD+GKyW1nD5TFvYIEAURs96KWW8loPiDTV3uXiN0nyRcTicvPP1rli5d2msWJ1SisXz5cp753S/wdzC5MpnNTJs1jzkLbiY3b2jwwadQ21xOQ0MtjY11NNbX0dTYQHNjIy1NjTQ3NAzYuCs+IZEHH/0iSckpJCQlhxv5O8Lps0cVeZPlAKXFWpnX9TTq6wyjyUTeiOFcOX+Bi4WFJKdFEhpZ8WtRxD7UbOwtLRF/6w16JKl9nTuWr6KxvpaPD+zhtWf+whe/+89k5vStTnP21EnOnzmNJEnc/eADXSYvAvRLaSe0jkY0Ih/WJkv75GLC7DGMnTqS9c9uDatS2VudbH31w4h1BkpIUzKSaG5oJeDXxtBY08xHNce6XUfSScQnxmONiWtvOk7o8DM+AaPFQk25B79Xxt7axNmTB7h07jiKooSzAFpGcFWX0jZVVRkxfhYZOcMij5MgYLboGD52JBdOJ2NvaRhQFidkntcbJJ0eW2wC8YmpJKVnk5o5hCN73qWxtiJMMgByhuWz6slHUVUVj8uN3+tDEiX+/JNfADBu6mT2bdvJgR27ukzGRk0Yz/EDBxleMCbsvtzjeDrMrFQ0t2lZUYAOCmiqjCh0f+0FAgF2bNKay2PiYmlpbGLkuLGMGj+u1/12gSCiF/W9SgTHxsUTl5BIa3MT9bVXyepHeU8goGAwXB/FwRGjCtAbDLQ0N1FVUUZWTp+h8DAUVcHld0Qo8gmI+FwCRp25T7leOQolvz7HoKigqsiqjIIa3me7rO0A+jM6ISHJTHpGDIIgIAcUzp6ppa7Wwdjx6RijME/U6zSS6vf3TDQARoxKxuP2U13Z1utyAImJFpoaXDTUO7sQDTmg4HfpMcb0EeRQAzi8rcSa+p/Z74zCwkL+9V//FYDf/OY35Of3T9Z9EJ9+DBKNTxCSJJKbk0zxpeqolp80aRZ/fHoDe3a/x86dm1i3bl34vazsIXz2c19j0aI7sFhtXCmpZWi+lsoUBIFhQ9NJT4vn2PErXbIoOlGPzRCHzRCHN+DBE3DhC3j4W5RWhfDxgd34fb6o3dCfe+45cnI0hYy8oSMoGD+JlPQM2lqbOXRgN1vfXkdzYz3NjY24nH3Lvg7EuOuuVQ8wYlwBAiICAgFFRiDYlyII/Yq6V5SW4vN6MVstpGVl9mPN/mPkuLFBolHEnJu7Zk4Csj/cV9MTWlu0CbQoSSiyJgHbsc9AEAQeePRJGhpquXzhPC/94fd8+XvfJz4xscdtej0e3nnjdQAWLFlKVtYQAoovXFYR3DI6Sd/vrJwAeFwyckBF0mlnRqdrH+++d4/w2W/cy8xbJ/Hx+yfZ8MxWKoKEIwST2dh/kYYN68nOz+T3b/0Xqqry9pod/PVX6xhWMIRbly+kvraJhupG6mu0f411zcgBmca6Rhrreo5QSjodRqMVRQmEVZsAbLGJ5I2egCRI7Pxgd8Q9Iz4xhdSsfKrLLnHl3DFGTpiO1da9505iagb2YFP3tZYV6g1GElOzSEzJICk1i4TUDCzW2C4kcuqCO9ix7pmI1+YuvTn8eyiCfanoPHJAJiY+ji2vraOxNrLBPHRNlpzXJowFkyb2OWZRkIJO1AH8srfTNRfcPwqKqnab1Ti8Zx/NDQ2YzGZaGpuQdDpuW7miz/12hCTpu5RJ9YSc/Hxam5uore4f0fD75etGNPQGA6PGjKPw1HGKTp+ImmjIqozb7wyTDEnQoZcMKAERNeDupSiyHdej91BV1LCbvSz7ESUDqqpGZdQXDZJTrKSmd5WLbahzcmBvKWPGpZKR2buiVTijEYXXz9gJ6Xi9AZoaei8HFUWBlFQb1ZVtuN3+LlK8jfUu8hNig+XWPaPV3XjNRMPn8/Hwww/j8/m48847w8IOg/jHwiDR+ISRn58aNdEArYzqjjvv4/Y7VuNwtIUVPmy2yAf1seNX0EkSubnJHdY1sWB+AVdKajl1+mq3DshGnQmjzoSiynj8bjwBZ7cP2RsJVVXZv3vngEs0Sq8UU3qluNflTWYz8UlJJCRqfhHxSUkkJGlmdGazhad//rOoe2KeeOIJ9Ho9E2ZMwxvw9LisgIAv4A32kRA8X+3mfUL4d4FL5zR1pvwRI2942njkuLFsW7+Rq5ev4Ha5MFs6lweo+GUvBsHUYzlEazBSr9Pp8Mkyfr+/y7glSeIzX/oyf3nq59RWVfHSH37HF7/7PUzmrpkfgA+2vENrczOJySksvuNOELQGXQQBWdYibKIoIgkSgSh7GDrDZZeJSdDOrxisl45PiqWlsY3d7xzitgcXMnvJFGbeMonDH5zkr0+tD5dNedxeNmzop5fIxk08+v9Wa8RTEBgyUlNI8/sC3PPw7V3WkQMyTQ0t1FY28PGHpZrZYnMLbc3NtLa00NrUjNNuRw4EcAW6lmE62pooPLwbCGYN4pIwWaxYbXHYYhOwWGNwtDVjb2nk411vsfjudmdht9NOXdVV6qvLqC1vl/wdaBZnzOTbScvKIzUrKapruvj0xxF/J6VmYbamcHTPAU5/dISGDoRCp9Nhb9E+f0juFWD0xPE01NTRUFtLc2Mjkk7qM6sgIKKoMgElAKoSNpTsDnI3WQ2nw8Gebdu1bQWP5dxbbiYxJbnL+t3uX5DQS/qwl040yMnLp/D4MWprSqNeB65vQzhAwfjJQaJxnCV33tPn8rIi4/I7ANCLBgySMZxNamqNTgBBQb0uRENRIOAPEg1VRkKlraUeh70ZUdKRnjWsjy30jNR0G8kpPXtcBPwyZ05UU1fjYMy4VAyG7p85oWdRoI+MBmgEYuKUTI58VI7D3rtYSFyCmcYGJw11TnKGxEe8V15Vx8wpYyhvuUxvwUev7Mbtd2LWR+fl0R1+/OMfc+LECRITE3n22Wc/EdfxQXzyGCQanzDiYi0kJcXQ2BidVngIgiAQExPXq+v34aOXkHQiWZmRUeOh+WladuPEFWpqWrpdVxQkLAYbFoMNv+zD43fhkV0Dmsz1F06HnZqqymsq0YiJjSM+KZH4RI1AhJyttb8TI6Qpu8MDT3yBNX/8QxQ9MZpZ0oNfehLJKKGoSo91qioqKkqwIZ5eE0aXzp8FIG/UcPxKIJwNCUnXhggJ3f6/f0hMTiYlPZ36mhounzvPuKlTuh29X/YGm8O77iVMNPR6fF4vSkCmcw5HQcFssfDI177B0//zM2oqK3n1L3/m0a9/PaLMCqC6vJwDH7wPwLIHH0LfQRFIJ+q1jJHsRwpGfCVBQlajJ8ShsTk7EI1QtHDkxKEc3nWS7Wv3sOT++Zoqmigy69YpnD1WzI61+7QDrWqkOFrZ1SeeeAKDSc/8O9vdtVMztMlnfVVjt3Xtkk7SejXSkxCFNNqatcyNLMucOXqcvdvex2nX7h2CIJCcnkNiSiaoKg57Cy5HKy5HG16PCzngx9HaiKO1sRuRV6irLGXtMz9BrzcE/U26lksMtKwwJi6F7LyJCIKAs03BFif0OomoKDlPyYVTEa+5XQ5e+92vkeVAlzKwdevWsXHjRgRBCJOMSbNmcPeDD/DS7/4ItVq/1rDRo3sktiqhyLiC2lEitNdbXtesxp6t2/C63eGekLjEROYtuaW3jWgQBHSivs8yxe7Q3hB+tY8lI3E9JW5BawgHuFJ8AbfLidnS86TTr/jxBjwYdCb0oqFLZsjR1nPQpiOUaJVF+tyOGm6QD/XihMqm0jPy0Ot7l3ntCemZMSQmRdfbUVttp7nJzdgJaaSkds1+hLKugV56NDpCr5eYMj2Ljw+W4fX0vI4oQEqajcqyVjyeQNhgFqC11YHL6SPenEyLu77X/bW4GwZMNI4cOcJPf/pTAJ5++ulun7mD+MfAINH4GyA/L7XfRCMaqKrKoY8vMnf2KNLTI1OaFouR+XPHUHq1npOnSnp94OglA3rJgI04vH6tgTxaE8CBIDRRGGiJxrd/9N+kRpkJ6Qkjx47jc1/5Km8892yvPTE6vZ4Hv/Qkw8eM1rT0Ax4kUa/1DQwwGuPz+SgvKQEgf+RItJidhjBB6XHyE8yShP8Swi9HkpNIYjJy3Fjqa2q4UFjYA9HQFMN8sq9bJaq2YI9GqNFV6Sa1H1b0Skrika9/nWd++RSXzp1l86uvsuJzD4cnnoqisOnVV1AUhfFTpzJqXNcItBSUtRQFCRUVSdQNKPPmsrePM6QAM2RkFmcOn6f6ah1nPr7AxNmarKLP6+fIh6eDHwaS0hMI+ANRya4+8cQTbN+xne/+5kkMFh0+2YdO0JGcoQUB3C4P9hYHsQkxPY41NkFPfXUbxw9+xEcf7qatuQXQmqVHFExjzMTZ2GK174CqgtJBdDrg9+FytuGyt+FwtOJsa6alqY625gbczjb8Pu37rCoKPm/PE7xAINDvssKNGzcyYuzi8Pn1e1UcrTK2OKlbsuFxOTiyewsAcYmpYa8Nt7Mtau+OURPGs/wzDwUVx9oneQWTJ3XZX4hgaKU7KlI/ZTo7ZjXqa2o4sv9AcLxaCdttK+/pIp3bGdd6z8gaMgRRFHE6WnDYW7DFxEe13vXOaCSnppGWnkltTRXnik4zZfrsbpZqvwdZDTHdN3crargRvC9cL8l2RVEjXMFlxX9t/hkCZGXHEhffPbHtCT5vgBNHKsnMiWPUmJQIjw1dUHUqWqIBYDLrmTI9myOHyno933FxJhrMLhrrnWTlRAYwSyqqmFQwSpOy7UVG2Omz45d96KX+kTK3283DDz+MLMs88MAD3Hffff1afxB/XxgkGn8DZGclcfJUabelTNcKRVE5eOgi8+aOJjWla/Yjb0gKaalxHDt+heqa3ksiBARMegsmvQVZCeAJuHD7Xde9gTzUqDnQEg2rrWskqN9QVfJHj+CbP/p3Th0+wu59+yLq2xOTk7nlnmVMmjmjS4RUVvwoqoxeMvSr/CGE8stXwjXnSampyGp0D9zgwNHice1/dXi5G2jkY+jY0Rx4/wMuFZ3D7/ch6iS0sq7QMtr570mJKpTRCKkWdedLoXZopM3KHcIDT3yBl//0R44e2E9icrJWHgUc2b+P8pIrGE0m7lx9f4+f1CCZMOhMuP0OFLRemN7KXLpDx4bwUEZDkkQW3T2b917/kB1r9zJx9hjKL1Xxu++/SHNQvW3ubdP48n98FlEvsv4vW3n7xZ09eols2rQJg0nPd3/zJBNmjwkrnCmCjMmoGQK2Ntk5e7KYMZOGExsf02UC3lTfwrtvbuW9te+H/RhMFhtjJsxi5LiZGDsID4SalztC0ulQZJm2lgZqK0upq76Kx+WI+jiJohSOHPcni/PYY49pja+yn9rKC5jMMZgssaiqFYcKtvhIsqGqKod3b8HrcRETnxR2C9fp9dx6yy1Re3d8uHs3Hrcbs8WCECzTEgQhomyqM8EIftIumbi+0Z7V2LHpLVRFwWqz4XQ4GDZ6NKMnTOhxTUEQB3yf6AiD0UhaZibVFRXU1pRii5kU1XrX0x08hIIJk6mtqeLs6RMRREMQpLCDtNtn71XEweXSPDT6goJ6XRrBAfx+JSJhr6gylQPszxAEyM6NJyY2OgWw7lBV3kpTg4txE9PDGZFQ5re7+2tviIk1MmlqFscOV/R6XNPSbZSVNpOSZovo3blaUcOUsWNItWVR1VbSy55UWj1NJFv7F+j7wQ9+wPnz58nIyOCPf/xjv9YdxN8fBonG3wB6vURuTjJXSqLTvu4vZFnhwIHzLFhQQFJi14ip2Wxg3tzRXC2r5+SpUny+vqMlkqjr4M3hCXpzXJ8GcqsthvTMrAG5oadmZGCxDrxGNISAGkBVtVKfWYsWMnPhAtxOFy/9/o/UVlZy8/K7GdtNdDQEVVXwhbMb+g4ZgL4nMSUXg2pTI0ciCgKyKgLXf0IQHCmgkp2Xg9liwe1yUV5aQs6w/Pa3OyGg+JEUnVa2hOZl0drcBIDRpD1Y/X5Njz7UdyJAlwfcmAkTufuBB3n79dfY8dZm4pOSGD6mgG2bNJO/W5ffQ1wvWS2dqEcSRCz6GNx+J5IoEYjSFTdExXxeFb9PQW8QwxkNOaCw9P4FvPf6hxzfW8i6v2zl7Rd34A9+L0RJ5Cs/+hxSMNJ435fv4o7PLOa137zFO1veiVBY0ul1jJ81iif/40HiEiMbPR1tTt7bshufRyOS//mVpwDIGZrFnfffzC33LKC5sZUNL2zhg7f2hZVm4hOTGT1xLsNGTULSdY2+q6qCosi0NNZopKLqKnXVV/F5ojf9i09KI2/UBK1ZOzkdvcHIwfc3cvXiGdKyh7J9+/Z+mecVF+2JeF8QREzmWMzWGGLi47DY4rDYYmlrbqDq6kVEUSI2Pgl7SyMx8Um4HK39dmA/dfgIsxYtDJeWxSUkYLZYNIKhyBEZnxAGQjNAy2qUnL9EcdFZrTzM4UCUJG5fvaL7ErFQmVTQq+N6ICd/qEY0qksZNmJSVOsErnPpFGjlUx/ueJezZ06iqip6nQmzzopRb8Lls+Py9Z29dziiy5irSkeSeG3oHO1vaqjB43Gi0xtITY9eQUsQBXKGxGGzDZxkhOBx+zl6qJzcvARGjE4O+2gMJCiZmGRh3IR0zpzsuSfUZjNgsRpoaHCS2aExvaauGa/Ph8VgI8aYgN3bcxCwzdNEoiU1aqnbDz/8kN/85jcAPP/88yT2IhAyiH8MDBKNvxHy81NvGNEACMgK+/afY+H8AhISuo/4D8lNITUljhMnS6isaop62wbJhEEyoaiK5s3hd/WaXu0LgiAwb9GtbFz7Sr+Vn25bueqaG8hUVQk3G3cck8VmJTktldrKStqizLYMJLtx5aIWRcsPytqKCDeMZoQgShLDCkZRePQExYVn24lGt1C1MiVRG5usdshoBImGx+vC6QtJK2o6XH7Zh6y2K3EBzFgwn6b6eva/v5MNa14if8QIPC4XWblDmL1ocY8jEBCQglkVURAwG2zgFwjIffvStG9EayB32WXikkREKVT/LJOVl86YqSM4d6yYDX/ZCkD+6BxKzpeTMywjTDJCsMVaefLfH+KJHz7A/veO8uYf3qaxtoWAP8CJ/UX80z0/5v6v3cUtq+YhiiKnDp7j99//Kz6PnxUr7mXVqg5ZkA3ree6p13j+V6/j97Vfh2MmjaBg0nws1rwu15IiyzTWV1FTWUJt5RXqqssiZGF7gsUaS2JqZvifvbmBY/u30dbcQEbOMOKT2k24ElMyuXrxDKIoMf/2B/jg/Y3k5OQGx9+9bK6qquSOGIfsl3Ha23A72/B6HKiqgtvVgtvVQlN9V9d1RZGpLNW+B16Xg5UDEIbYvW8fMxcuoKm+IXiOYpF7IBghCN00qatRTGQVJcD2jZsBLbvg9XiYfdMiktO6mpiJok7rM7rOja7ZeXkc3reXupro+zSud48GwPBRBRgMRlpbmmmrb2P4UE3wwO5twePvW/EPwGmP7vlxrSZ9EdsKKEi69vNfXa55sGRkDevSQ9YTREkgNy8Bi+X6umSXlTbTUO8k5BjUn9KpjsjIisXjCVB8vudei7R0G6WXm0hJsaHXa8dDVRTKqmoYkZdLsjUdl8/eY0+cosrYPc3EmZP6HE9bWxuf//znAXjyySe5/faughiD+MfDINH4GyExwUZ8vJWWluhuxAOB3y+z78B5Fi4oIC62++Y0s9nAnNmjKC9v4MSp0qg8PkLo4s3hd+EJDMybY+bcRby7eW3/lJ8MBqbM6q4muB9QVfy9SKWG5FhbmqIv69KyG17tYdVHM73b5aK6TJt4af0ZWoTshjMNYPjYAo1oFJ3jpuV39rG01iwpiFpJjr1NIxWhMrLIB6EaLHGQUVU52GfSfk3ctOwOmhrrOXviZFht6477V+NXfAiK9mAVQ/0lweyIXjKgKLLmAx9UcLLqrciyr08ZRm1E7XDaZeKS9OFJhiIrnDhQxNWL7RPgz3z7XrwuDyXnyxkyMqvH7YqiyII7ZzD/jukc3X2al55aT0NNM26nh7/+fD0bn9nGwmUz2frqbpYu6duIUus3GMYX/vmzxCVkU3S0mcY6L3LAT0NtBdWVJVSVFdNUV9VnU6zBZCElLZuk1CziU9JJTM3EbIkMOqRnD6Wm4gqVpRf56P1NLFn1BaQgAUtM1sbZXF9NYvJQ5i35MlVlZ9i+I1I2NzY+KUJ+c8ykOSSmZICq4vMpuBx+HK12PG47HlcbHncbXk8rNeXn8HndXUrgfD5v/x3YV61i3bp1VJRexRG8NnVGfa8kI6j71q/9hHDyo8PUVVej0+vxejzExsez4LalkVsXRHSS4bqZmnVGTv5QAOpqylAUJSplr0BA6/+6XpRHEnXYbHGMHz+NY8cOcObkUYYPLaDN0xTV9xK051RvjcshtDfvXx/4Ayod+USIaGTmDI9qfUknMiQ/HpPp+pKMEFxOH26X9nn78tHoDfnDEvF4/JSXtnT7vtmsxxZrorHRSXp6ewXE1YpqRuTlIok6km0Z1Nq7BghCaPE0RkU0vv3tb3P16lXy8/P55S9/2e/PMoi/TwwSjb8h8vNSOXGyt/rHa4fX62fvvnMsXjgWm61n06qcnGRSUuI4caqEioq+HUY7QyfqsRnjsBpj8QW00iqf7CXaNLfFauXBR57kxT//NrpG2+3befhrX+9GmrV/CCj+Xuv84xK1Up6WpugzPhpUZNkfnJyLPRpQXb10GVVVSUpNJS4hPvjqJyPxN3TMSARRpKGmluaGRhKS+3pQKASUAC67A1VREEQRsyVINPzdEdTuz70oitz9wANcPFNIIBDAYDQSlxCnSYsGl5E7rSog4FLtnV4Rwq0oshLo0AjfuddEG7uWKVJxtmkP71CPxqmPzvHWX3eEX5MDMrZYC8WnNInX3ohGeDSCwPTFE5m2aAKHd53ipafW01TXQluzg3df/rBfRpR79u0GbOx+9xjnTpym+OwF7K2NvToh6/QGktKySU7NJjkti6TULM0jQxBQVbXHaKQgCExfdDf1b/yJlsZaio7uYcLMm0BViU/Rvn8uZxvNDW0YTVaGDJ9O7rBp6Aw+JJ2M3mDA63Hz7mt/CG8zPOEVBPQGkbhEI7ZYAx5XAj6PVhdfcvEQPq8bnd7AvNvuY/c7r9LxehmoMEThiePh13ye3lWMBkozvG4Pe7dqcrYhEYQlK+7BaAyWzggCOlEXVki7UUjNyMBgNOLzemlurCYppe/rFFUrGQpFrgcGAYPOhFlv1YQigMlTZnPs2AFOHD/I4tvv6Jd4iCPKbIaiylFlm6KFHFBAlUDQzmN1pfZ9T88e2qNfSgg6vciQ/ASMxhs7hQp9l84VVjN/sXfAPSCjC1LxugPU1Xbfp5WaZqXkchMpKdZwSWlZZV2YwMYY47F7WnD5uy+D88teXD47FkPP4hbvvPMOL7zwAoIg8NJLLxET0/Oyg/jHwiDR+BsiNyeZ02euRihf3Ah4PD727DvL4oVjsVh6vlGZTHpmzxxJRXYjJ06U4OlHdiMEAc3Z1agzoygynoAbj98ZlRTpqWOHUVWVnTt39qr8pDcYePhrX2dkwdh+j68jFFXuU7koPknLaLT2m2gE94EKih9V0FSTOj+6rlwIlU2NCL8mEFKLurHSwmaLhdyh+Vy9dJlLReeYvnBeFGsptDRpRDQmLhZdUAKyu9R+b5OCw3v3EggEEEQRn9fLa395lke/+fUe1HoEzVCty9bb/UlEUQqeS7VLI3yoRl8NvudoC6CoCo5WLZtYekGL1C29fwGxiTbWPb2VHWv34mzTIrK5I7KjOC7BkQoCM2+exIybJnJw+zGe+/Hr+LyBqPsNQkaU3/nM/+txOVGUiE9KIzVjCMnp2SSnZhETl9RDaY4Q0ZTfHcwWG9MX3sWB7es4e3w/mbkjSErPRq83EBufTFtLA23N1aRkDA9uUcBssWAwahMSfyfVKqGDx0nomIsSWGJETFaBuqoaLp3dC8Co8Ys5cWA7oRMmSjoUOTBgYYgr5y6EX3M5nKhqz3P93ty3e8PBnbtw2h3oDQb8Ph/5I0eE+7dEUUInGj4RPwBRFMnOy+PKhQvUVl+NjmiglQoOhGgIgoRZb8Gss3Y5dpMma5nlixcLaW1rxGKNXqDD4YiSaFwnWdsQVFkNE4r62nICfh9Gk4XElAwCih9DD0pKBqPEkLwE9NfJ+LA3hLKLLqeXQweuMnxkEkPyExHF/l1fgiAwfnIGRw+V09rSlYAbjTpi4kw0NbhISdPOncfjpbahkYzUFABSbJmUtRT3GJhrcTf2SDQaGhr4whe+AMB3vvMd5s+f36/xD+LvGzfWGWwQvcJg0JGd1Xe68XrA5fKyZ99Z3O6+b+rZWUksuXUiuTnRGU71BFHUvDkSrWnEm1Mw6iz0FK0/eexjjh0+iCiKfOk73+e2lavYs38/999/P0uWLOH+++9nz/793LZyFf/8059dM8noq2QqhIGUTnUHRQ0gK4EuU++SENEY2a5yEilYe2MxfJwm5VpceDbqddpaWwCIjY/vYCjViZSqao9lY411dezdrmUQltyzHLPVStXVMjb8dQ2K0vUhJolSz0keQUASdIhozbbd3tLCwxBQUfH7ZN5Z8yEfbj4IgN6o57u//SIP//NKbl45F71BR8m5cuoqtVr/3BGZQVqjBslTx389DUtgztIpJKYmsHLlyn73G4SOqyAIxMQlkD9yInNuXsk9n/k2D3/lJyx78BvMWHAnQ0dOJCY+WctcdBqZqoKiKprKUuh89PAvd+gYhowYp0lk79qM3+dDRSUuURt3a3NN++KAIHY4Ap0m1YIohd/rfNpUZE599DaqIpOQksWlcx/R2qTVjyen53D3Z79CYkpqRIN9NFi/fj2JKcnUV9d0MCB0BYMJmkqUGv6nfY6evmO90fuWxiY+3r0PAL/PhyiK3LZqJYIooZeM6CXjJ2o6Fiqf6o9xX3/7NHSSkVhTIsnWdKyG2G4JWnJyKumZ2SiKwrmi01FvW1HBGWUjuNxrGVz/ISvtt6jqissAZGQPQxA0A0elmyvBaNKRN/STIRnQTjRkWUZVVIrPN3DkozKczv73REqSyOTpWVis3ROolFQrTU1u5A4iHqUVVeHf9ZKBJEvXHqQQXH57sIohEqqq8uUvf5na2lrGjh3Lf//3f/d77IP4+8ZgRuNvjPy8VK6W9W6Kc73gcHjYu/8cixYUYDT2XldqNOqZOWME2dlJHD9Rgscz8GZvaPfmUInD6/fgDrgIBG9KToedN9c8B8Atdywnf8QIsobmMmfxTbicTnweDwaTCYvVet0e4n7FF5UZYVyQaHhcLjxuDyZzz+VnfUFFIaD4EUUJCRF7Wxv1NTUgCOSPGBGxrCAIn4RXIiPGjuGDzVu4eukKXo8nLDXcG0KOzDHxce06752IRk9DV1WVd9euRw4EGDZ6NLMWLyRrSC4v/f6PXDh9hu0bN3P7qhUR63TNZkRCEiVkxY8A6IL+GpFRfG00AuCwO3jv9Q0Rke+ZN01k8ryxqKjEJNiYtWQK+7YcBiAxNY6YBGtE2VLkZ+v6SUMmi+eOXaaytIZVvxiYEeX0hfPJHTYUgz4Wr9uIyWJDrzdok2dZ7nbfnaERg+gKTqbMu426yqvYW5s4/fEHTJl7G9aYNKCQtpaaiGUjyko6fScjM3dCBNsoOrKHlsY6REmiub4y/HpiSgYPfuWLWGIkHG0zovbuUFWVoqIiNm7cSM7wfJrqG8gemkf55RK8Hg+KLCNKkkYwOq4oCASCxpihnp9oiqk+fGcrciCATq8n4PczfeE8UjLTMfZgbHmj0W7cVxr1OlF5aQgCJp0Fs94aJPA9Q1YCtLgbKBg/iZqqCs6ePsHUGXOiGovb5UPpXCfZDRRV6bV0cCBQ5NA2BarKNeW/jGB/hhoUwBA7fHazRU/ukPiIBvIbjRDR6JjNaW3x8NG+q4wYlUxuXny/nokGgy5s6Of3RRI3g14iLsFEc5OL5GRNybGsspbZHWyW4kxJ2L2teAOubrff6m4kxZYZ8drrr7/O+vXr0el0rFmzBlMUz5hB/GNhkGj8jZGSEovNZsLhiM4V9VrR1ubS1KgWFISl83pDVmYiKcmxnDpdSunVaydEAmKEN4c74OLlN/5EW2sLaRlZ3L5sJV5ZOxaCIGC12a6PT0YHyEog6jS80WjEbLXidjppbWrClJXZ90q9QkVRAqiI4WxGelYWFlukRK8giBEN1DcKiakpJKQk01zfQMmFYkZPHN/nOiGzvpi42LDcaqCLq3T3k4LCYye4cv4Ckk7HnfevRhAEcocNZcXDn2XdC3/l4917SEhKZNbiRcE1uiubioQgiOGGYgGCZn4yaqcI6OWzF3j3tbW4HE50eh0TZo/m+N7CLopSS++fHyYamXk9R/C6g6qqFB29yJaXd3HqgJYlGmi/wZE9+ziyZ1/Eezq9AZPZhtlqw2S2YrLYMFtCv8dgtmivGS02dGEp3GgIiYrBaGb6orvYu/V1iguPkJw2AlucNtHvTDSEDkmmzgWBohQp4SoEJ/l1VVc5d0LLInU2eFz28Cpik3TEJeiYOHMqB7Z90KswREtLCy+99BJPP/00Fy5opLH0wiV0Ol3Ed8ntcmON6Xr/0MashDM/HQ+RrChBftTB5lKAyiulnD2uuZcH/H5ssTEsuuMOrfdHVfq8Tm8EcvI0otHUWI3P58Vg6LuG398L0ZBEPWa9FZPejBBFwYNf9tHqaUJVZcZOnMKu7Vs4e+Zk1M3p0ZZNXU+1qRAURctuBQJ+6oIO65k5w9r3qQSQRD0iYLUZyM6NC/cvfFIIZY86+2gossKFs3XU1ToYNzEdszn6hnSL1RA09CtH6VS2nZxipfRyE4mJFkRRoLGpDbvLSUzQ8V0QBFJtWZS3XKK7+0qbt5lES5qWhQYqKyv56le/CsC//du/MWVK9+awg/jHxiDR+BQgPy+VM4Vln9j+mluc7N1/jgXzCiJcSHuCwaBj+rThZGclcezElajKr6KBJOq4VHSWQ/s/RBAEHnvyWyCJqIEbF8pXVZWA0r/ek/jEBNxOJy1NTaRdM9EIjgOFy8EJUv7IEV3e/6RKpwRBYMTYMRzevY/iwnNREY2OGY3QZCTQSRWlu+ij2+Vi+8ZNACy4bQmJKe2leWOnTKalqYmdm99m28bNxCUmMmbihN7LpjpAEnUEgqVwWmZDQla1Phy/38+ut9/l2F5tkpucnsZ9X36Q1uZSju8tDD7E28c7tCCX2AQbbc0OAlEanCmywuFdp9iy5gOunA1+l4NtNgPtNxg6eiQetwen3Y6j1Y4sBwj4fTj8TTja+u4Z0umNQeJhxWjWCInRbO1ATIKkxGRFCk7mM3KHM6xgCpfPHufEwS3MWPg5ALxuOz6PE6PZiiAQOYnsNKHsIhkrCDTVVLB7yyvhl1KzMrHYrJReKGbEuALSc7KQ/eB2KkxekMzn//lhnvnxcyxfvpznnnsuQhhi+/bt3HfffbhcLlasWMF///d/h/u41q1bx6ZNm5AkCVmWcTud3RKN3i8qNfhfByNMWWHHxreDH1dEURRuuWc5JrMJFU1UwjDAno9rQWx8PHEJCbQ2N1NfW0ZWTtd7SWd09dIQMOpMmPW2fjk8+2QvrZ7GcGZ42IjRGIxG2lpbqCgrJTdvaJ/biL4R/Pr3MSqyiqqo1NWWosgyFlscsfEp4ffVYFAoLt5KVk5cv/sirgdCghU9BcaaG118tK+UUQWpZGXHRb3duHgTE6dkcOJoVURmXyeJxMWbaWnxkJioCX2UlFUyYXR7aa9RZyLBnEyzu2vgUVUV7N5m4s3JqKrKE088QUtLC9OmTeP73/9+1OMbxD8WBonGpwBDclMoOluOEoUz6vVCU5ODgx9dYO6cUeh00T0gMzISWJo8kZOnr1JaWnfNY3C5nPzlLz8H4I4772Py+Lk0OWsBJezBcL3hl6MrmeqIuMREqssrBqA81XtLd2nQqG/IyGFd6tmDIq98Ejq3I8YVcHj3Pi6fPRdWk+oNbUGiERsfh8epZZ+6lk51/dS7tmzF0dZGUloqc2++ucv7c26+ieaGRo7uP8CGv67h0W9+nfxh0Tn0dhdNlgSJ+uoaNry4hvpqLSI/Zf5sFty5FKNZj71Ni2J2FWMQMFlNtDU7KL9chRyQww/8zvC6fex952PefWUXdZVak7zeqGfRslnc8dBifvntZ1i/of9GlMlpqax88hEkSYckiNRXe2iud+F2OfC4nXhcDjwuR/BvBx6Xs8PfThQ5QMDvxd7qxd7a93WrNxjDGRKDyYJOZ8DjbuPU4c0YTTa8HgcNdZfJyC5Ab4iMnnYu3QiREAGBQCDA2eN7KDy6n9A3YcGdSxheMJoXfvl7AObddkt4XbdT4XKRm/l3TiA++Uv85l9eiHBgv3z5Mv/2b//GkiVLeOGFF/qUCr589gLJ6Z2zUkK/q5zOnjhNdVk5giCgKAo5Q/MpmDqhQ9BCREVFEnUICMHyMeETKafKyc+ntbmZ2urSqIhGyB1ca+62YtZb+p2N8QbctHma6Xh30+v1jCoYz5kTRzl7+kSfRMMfUPC6+w76KKjXVdYWgtkMtEdBR1nbzteyJVYkKzeuVwWqG4lwRkPu+fMH/ApFp2qoq3FQMC4Noym6aV1Kqo0x41I5dybSzysx2UJZSTPxCWZEAa5W1kQQDYAESyoObxt+pWtPRou7kThTEs888wzbtm3DZDKxZs0a9PobIwM8iE8/BonGpwBms4GM9IR+meZdD9TVt/LRxxeZM2tU1ClhvV7H9KnDyMlO4tjxK7hc0csYdsarr/yJxoZa0tKzeODBLxJQ/MhqAINkxCAZkRUZv+zDr/iui6yhrAQG5PERaghvvcaG8I5obmiktakZURTJGZanuW+LOiKr24UbrDulIWdoHkaTCafdQVVZBVl5ub0u3zGjEQjW+fr83oju387nq/LqVY7s2w/AXfffF+7t6AhBELh99Upam5spLjrLa39+hq9+7wckpqZ0Wba7dUVRCkf+VFXl8N597Nj0FnIggMVm5fYHVzGsYKTWJC2DomjXvMflo76qEaPZSEy8FUVRaWnQvBicrS6O7y1k+k0TI/bX1uxg57p97HhzL/agF44tzsKS+xaw9IEFxCVoLrs3r5rLa7+Jrt8ANPnmjRs3Mu/2W4KTWhkEFbNFwmEwojMYiIlP1CwRe5j7qKqK3+fB7XTidrVpBCRMTpztxMStkRVFUfD7vPh9XUlJa1N7H0Xh0XcpPPouOr0JszWUGbGh71Su09pYT2x8Ik5HHR/v2hp2kQdY9siDFEyeyOa/vgaqysgJY0nLjswSuh0y50/YKZg2ij9s/RHfXf0TNm/ezPr16xFFkaVLl/L222/3KRW8bNkyPtj+ARNnTccUlGEG+j1p9Pt87HnnvfCxFQSBpavv6TQpVfDL/q5BjCDhEAUx2Aui/X09G8Zz8oZSePx41A3hqiwSa0rEqDP3vXA3cPudOLytdBdCGTthCmdOHKXo9AluW7ay1+04/0ZqU6ApTgGoClSFjPqyh0UsE5dgJCXdhKwGEIW/zSQ5ZCraudSwO9TXOjjY7GbMuDTSM6KTjs3JjcfjDlByqV3SXhIFYuNMtLV6iI83UVXdiD8QQN/h+yYKIqkxWVS2XumyzYDio/DcKb7zne8A8LOf/YwxY8ZENZ5B/GNikGh8SpCfl/qJEw2AmpoWPj5SzKwZI6KqqQ0hPS2eJbdM4PSZsgE5nBcWHmPnDq2M5ktf+j5Goyn48GqHJEpIohkDZmTZj0/x9ilH2xNUVel3yVQI8QP20ugZpReDUbS8XAxGI5ohnh8FCUmUwk2qn0RDuKTTMXT0SM6dPE1x0dleiYaqqmGiERsfj71Z01UP+P0EFD+6oHt3RM27LPPO62tBVZkwY3q3pWLhsUgSqx57lBd//TtqKir46x9+x5e+9y9YrNYe1wlBFHQoyDjsdt565TWKi7QeiaFjRnHnQ6uw2GzhJnGP283Zo1pN/4l9hZzYVwhAVl46026agM/jQ5JEZFlhx9p9YaJRV9nI1lc/ZPfmj/AF5Z9TMhO547M3sXDZTMxmU7i5WEDgpmVzWP/n96I2onzsscdQVZUTBz4md8QwMnKzUVQFvUm7hkPsQkUBtd3QsCMEQcBgNGMwmolNSOpK0js0RodJicuB1+XC7XTQXN+K1+ukvvoSjrZ6OuflAn4P9hYP9pbu/XY+eOuv3b6emJJMVUkZlVeucv6kpkw0etJ47C2tWGJswfuPNjaPS+XiKReZ+dBc34aqqtzz+SVseXlX1FLBzz//PDk5ORQeOc60hXM7HqEe1+vu+3Z0zwHaWlrDJVNT58/poYRS6eq/EPSG6ZKdFQQERMQI8hEMM/SThLQ3hPfiEC4I6EWDpoyFNGCS4fI5cPpae3x/7IRJAJRcvojTYcdq63nC67BHqTZ1AzLbIWUlr8dFY10F0N4IDpCQZCI5TTtGPtmLvo+G+BuFjqpT0cDvkzl9vIq6zFjGjE2NSh1rxKhkvB4/VRVt4dcSEs1UlLUQF29ClmUqamrIz46U+TbrrcQaE2nzRj4XZVnm8cefwOl0smjRIr7xjW9ENfZB/ONikGh8SpCeHo/ZbLhu/Q/9QWVlE0eOXmbG9K6p496g1+uYOmUo2dlJHDt+GaczugeHx+PmL0//DIBbl9zL2HFTUFHx9KBkIQKipEcv6VFUBb/iwy/7oq/bDUnZDnDWHp+kSRDfCKKRNzLShVZFJqAoWgmGINxoK40wRowr4NzJ01wqPMeiO2/rcTmXwxl+6NliY9rlbQMBTflJEJFEKUL16cjefdRUVGCyWFhy7/I+x2I0GnnoS0/y/K9+TX1tDa88/Sce++a30PWRepcEkXNF59j8yis47Q4knY6blt/JlHmzwte1qgqUnL/IlpffxO/3seLeFaxevbrdq2XDejau2YAoiiSmxdNQ00zRkYscev8Ehz84xcfvn0ANTlLyRmdz9yO3MOOmiUg6ScuqCGKEE7Q11sK3f/E4//ONP3XbbxBCyIhyx84dmCxm2ppbePV3f2HhXUuZtnAuog4kA8g+tQPZCEkIi+HJrdBh36qqgqCE+w2CL0ZcUiFSYjSaIVHA3hwgNl47d8PGzOPQrhdxtGkyvwajjbm3Pg6CB1H04HY58bodOO0tnD91qM/z2lTfQFN9Q8Rrb695I/y72WrBYrNhjbFhjbVhscXg97lRVZX4lFg+2nGCFStW9EsqeMWKFXy4dy9TF8xpV5aK8hYnCCLOVjsHd34IgKIoWGxWFt6xtMd1ZFVGFKJ4rKoqKnIXY0qCBLVj9qOvMqysIUMQBAGnowWHvQVbTHyHzUkYgop/IYIlKyqyrPS7sdnhbcXt797wLYTEpBQysnKoriznfNFpps6c2+1yKtFlNLSyqRvTnwFQW12CqqrExieHj1tSqpnE5HZlJFkJICtyuMH5k0Ron3I/szo1VW00NboYNyGd5NS+gzQF49PxeAI0NWjPYFEUiI03Y2/zEBtrorS8ugvRAEiypuP02ZHV9iDeC0+v4cihY8TExPDiiy/2K4A5iH9MDBKNTwkEQSA/L5Wz5yr+JvsvK29AkkSmTR3W98KdkJYax603T6SwqIxLl2v6XP6N15+htraKpOQ0PvPZrwDg9bt7degOQRREjJIJg2QKllZ5NXfvXmbkATUQ1bZ7QtgdvPH6EA1VVblarBGN7qP7alCuVezWi+BGYFjBaBAEaiuraGtuITbsUh6JUDbDGmND0hnCdbehHo2A7EMUjGFO19bSwq4tWwG4dfnd2KJ0g41NiOfRr32DPz/1C0qKL7J+zV+57/OP9/jQ8vv9vLdhPR99uAuAlIx07nnkIVIyMiLqu0vPX2LT8y+zdOlSnn/++V5r/Ldv307GkFSqSmr53fdeDC8zYfZo7nr4ZsZNH4UgdtAmChKNzpg0p4B/+d1X+PU/P9etEeW6devYvHkzOr2elU88QkZuNtve3MjF00V8+NZWyoqvcPuDKzFZ9Nh9MqIqtBMKoT3f0NkQsrdMRkeEoug+t4zf1/49kSQd46ffzaFdL6GqCj6vAxBISErDYpUw2yRssToQvV2IRlpWJvmjRnJo124EUWDB7UuR9DrqKqspPHIMgMTUZLwer2aspyi4nS7cTheNtV37v1rqtWjrqlX9kwpetWoV69atw+NyYY5aHjtU6gR7tm7D7/MFs4sqNy27M6IMqyu6yWr0B2rQrUUFOqmmhTMfYiQBMRiNpGVlUVNRQV3NVWwx8eiC5ELqgfT4fAHM5ugbv9s8zT1KmnZGwfhJVFeWU3T6RI9Ew+P2a87cfUBVFG5EtCXUD1lbpflnZAazGanpFuISuyp3+WQvZtFy3cfRF/qb0egInzfA8SMVZOfGM3JMCrpeZHlFUWDilEyOfFQezjTFxZuoqmwjNtZEWWX3PZmSKJFiy6DGrglgXDxXzK9/9gcAfvSzfycvL6/f4x7EPx4GicanCHlDUv5mRAOgpLQOnU5k0sT8fq+r10tMnpRPdlYSR49f7lGu98L5M7y3dS0AX/zi97AEZfPcAWe/9hdSFtKJFpSgkpTWQN5Z/UhBlgdWMhVCqEfD5XDg8/l6cK+OHvXVtTjtDnR6PZlDeilTol3n/Ub3IlpsVrLzcqkouUpx0Tmmzpvd7XJt4f6MeM0kT9+e0QiN2hfwEZocbNuwCZ/XS3Z+HpNnz4p6PJKgIz07m89+6Uu8+LvfcerwYRKSkll6z71dlq2uqODN55+ltkozl5q2YC6L776DgN9PS2MTOoMOs9WC1+3h7TWvs3Tp0l7LmDrW+G/fvj38+sxbJnPvE0vIG5lNd/SvO5IRwqQ5Bfz2rf9i/TN7+XD3HtatWxd+T6fTMff2W5g0ewZGswkBgXse/QwnDhxi11tbuXz2PH/95e9Zsmo1BkNWkEAoQfnV9uyGosrhEpzQa+GfPZAMAAQBRVFxOrqqEcXGZzJszLywk3dTQwlDx0wjJcOIpBPw+3zs3vJ+xFq3rljGiHEFPP+L3wCw4PalzFt6M6oK65//KwCjJo1n+SMPauNTFNwuF842B067A6fDgbPNjsvu4PTHR/G43NjiYnC02gcsFez1eDWi0SttF5CCx04QoKaiklMfH9XGqKpk5eUyYcbUPvcZdVajn1CDZVh0nnQKAllDcqmpqKC25ipjCuagE6Ve5Wn9fhlzFNVTKipt7iZ8cvTy6+MmTuGDbe/0KnMbrdpU5/v59UKIaNRVaT0GmTnDScu0Ehvf/b3dr/gxqkqv3/Ebgf70aPSEirIWGhucjJ2QTmJSz2RJr5eYMj2Lwx+V43FrvkQxMcawBHFjcwtJ3QSgbMY4LN5YWhyNfPer/4rf52fxkgXcfd/SoETw4DTz/zoGr4BPEaxWE2lp8dTWtvzNxlB8qQadTmLc2N4bgntCSkost948gcKicoovVUe85/N5efpPP0FVVRYtvoNJk7WJZ0Dxh6VJBwJREDBIBgySAVnRSqsCsk+TNr2G7YZgMpsxmkx4PR5am5pJ6aJi0z+E1KZyh+V32xTdGdoEMlTHfU277hXDxxZQUXKVS70QDXvQQyM2Pk5z5Q47g3ecECgElABXzl3g7ImTCKLIXQ/c168UekhtZfiYAu797OfYsOav7H5vK4nJyUyfNx8AVVE5uPsD3tuwATkQwBpj05rJW1r4669+R31Ne+9QcnoaCSlJ+H0+nn/++X7V+BuMenxePwVTh5M3Mqf78fYxAQn4FaquqEyaNYcJM2fhcbnxe328+vu/YG9pJTUzE7OlfRIgCAJT588hOz+PzS+9RnN9A5teeIGx0xZSMGVeuJ8Bgk3GwfW0aLhGONorBXsmGaH13HYZLenX1Zd+eMFcrl46gt/n5vK5fdy0bBaSTuDS2fNsX7cpItMnCALTF8zl1T8+g9fjISsvlzm3LNLUfSoquHi6CASBuUtval9HFLHYbFhsNjq2/Xs9Ho7s1gQEVj/5eV586ncDlgrWGfQaae/hNAmESv5AUGRUVeX9Te+0l1sKAktX3dunIpuGa8xq9BMCIrn5wzh24CC11SV4/U68AOFSPglRkJAEEUGQEAURn88P9M40FFWh1dMUNlaNFkNHjMJoMmFva6X8aglD8rtmyaPpz1C4MbK2oIlBeD0OWlu0e8TEGeN7JBkaVHyyD5PukzWbu5aMRke4XX6OHionNz+BEaOSeyybM5n1QbJRRsCvEBtrpK7Wgc1m4EpZRbdEAyDVmslP/+tnnD1znoTEeH7yv/8JgpYJS7D0LeYxiH9sDBbPfcqQn5f6tx4C585Xcu78wDMrOp3EpIl5LF44lhhb+415/boXqKoqIz4+iYcfaW8Qc/v7l83oDZIoYtKZsBpjkUR9cMp0bQ98QRDay6euQ59GT/0Z3e47+FNVlaA77jXvvkeMGFcAaETI7+ueoLW1dvDQEISwKVxHwz4V8Pk8bF27HoDZixeRnpUV/UAEEbHDrWna3LncdOddAGx+9RUuFhXS1tLCi3/4DVvefBM5EGB4wRhuW7mCLa+v5cO332XxgoWsXbuWnTt3snbtWm5asJArZy+g0+k4depUVMMI1fhbYzQCsP3Nvd36g7Q7S3f7YVBkgctnPHhdIYEDCavNRnxSYvgaKL/UVb0FIDUrg0e+81XGTpuMqqoUHtnN7i2v4Hbag/KcWtar87AUVdEyYig9Vp6ESqZkn4rXQzuZDb5pMAnEJuhITDUyokAz2nK0NnF03x42vvgKb/75eVoam4iJb9fvl3Q6Du/Zz9Xiy+gNeu7+7IOoooCiyux/bycAYyaP70ZytisqrlzV+jOSE0nNzCA5PY3169f3uV5HrFu3Dp1Ox0u/+gMfvv0elSVlnc6hiCTo0QVlaUMoLjzL1eLL4b+nzJlJRm7XGvWecCMamCMhIIl6DDozBp2R3KHaZL6upgxFCU7OVRVFkQnIPnwBN26/E5evDYe3hUZ7PW2eJpy+Njx+N/5O5aeKKtPibug3yQDQ6fSMLtD8eM6ePtHlfVlWcEcha6uq8nVRG+wOsqLQUFcCQFpmNqkZiX2u45e9n4DYeCRCAZdryWh0RFlJM4f2X6W1pecMlS3GyKSpWQhB3xCrzYDL5edqZc+iL8ePneDPv3kOgB/94oekpGkeSS2exuvu6D6Ivz8MEo1PGbIyEzAa//Z604VF5Vwsru57wV6QnBzLLTdPYOSITK5cucDbb70GwBee/C42myb/qaL02AR+LZCVALIaQK8zYtCZkCRDRKNsf9EucXttREORZcqCk8ohURCNyBSGVh7T3cTyeiAlI424xAQC/gAlFy51u0xY2jYuDqFj6VQnw7792z+gpbGJ2IR4Ft7Rc3N5d5CEriZ9t9y9jMmzZqEoCq88/Sd+/aN/p7joLJJOx+2rVjJz0QI2v/wqNy1eTHl5OW+++SarV6/mlltuYfXq1bz55ptUVFRw8803c9ddd0WURPWGVatW0dzQitFsoKq0lsLDF7sso2UztJIlLXKsQxL16EQDIjpKijy4HUo7IelwTnOHa14DZd0QDTXYxG0wGrnzM6u546FV6PQG6ipL2bb2L1SXXWonG52mQOFyKTVkO9d+wYQUzQRBK69x2uXw4dYZBKyxEokpemLi9eiNWsYkM6+9l2jfe9s4d+IUgiAwc/ECHv/uN9u3LcCHQSnYm5bfRXxyAqgqNeUVFBeeRRAE5ixpz2b0hvLL2kQwZ1g+giAwcdY0NmzYQE1N331goDXYb9q0iUAggL2llcMf7uWlX/+eP/znT9m58W0qLl9F6tBIH4IcCPDB5i3hv80WCwvv6t81HMpqXG8IgohOMmDUmdBJ+jDBTc3IwGA04vd7aW7s+77t8fnwBty4fHbs3iZaXHU0OKpodNbQ5Kqjuq0Mt99JQJEH9DnGTtCIadGZrkTD4fBF1XbR3wbo/kCRVRqDRGNEQXTSqyrqNWXeB4KQf8+1ZjQ6wunw8fHBMi5dbOjRuysxycK4iVr/mtVqwOMJUNfQgsvtpqGhgdLSUhoaGlBVFbfbzcMPP4wsyyxfeTe3L18S3o6s+HH62rrdxyD+72CQaHzKIIoiQ3I/HanGU6dLByRd2xE6ncSY0Rm8/NKvUBSZOXNvYfqMBeH3PX73gNWgeoLSScFKEAR0og6DzqSRDlFPf7McIaJxrRmN6vJKvB4PJrOZ9Oy+o/zdjVK5QdkNQRAYPlZ76F4KSsN2RkdpWwHCJUhyoJ1o1FZXceiD3QAsWbkcvbF/PS3dqbsICNxx32pi4uPw+/14XG6SUlN58rvfYcKMaWx4cU2496InVaL09HTeeustli5dyn333UdLsAysN4Rq/GfcNAmAHWv3hhWBREFEJ2mEQi9pUXFJlBBFbfKqqiqXCx3YWyKjtx2zNSGiUV1egdfTOXocSR7GTZ/Cg1/9EvFJaXg9Lva8+xonP3ofWdbIp9Ixu9FRwjZ8DAkTnZAPh9spo6pgtknEJ+uIS9RjskjhaGb4+Hci6XqjgUe/83VuufdujKb2rGXAH0AOBBg6ZhST5swIv75vm9bHUTBlIklp0WVtQ0Qjd9hQvB4PJRcvoaoqjz32WIeeoO7RUSq4M9qaWzi8ex8v/fYP/O8P/4N3166n5GKxlglQ4di+jyLUsRbdfXtU8sqdcf2yGgJSxP1L10WBShRFsoONt73K3AbR1R1cg1/20eppwBNw4Qm4cPntOHyt2L1tOH0O3H43PtmLX/EHs2bdo2DCZABKLxfjcNgj3nNEoTalwnU36eu8/aaGUgCGjY7e48Enez4pIUCgQ0bjepMuVeVKcSMfHyzD3tZ91iojM5YRo7W5iICPHVveZty4caSkpJCfn09KSgpjxozhtttu48KFC2RkZPDnP/2Zzk+tFndDN1sfxP8lDBKNTyHy8//25VMhHDt+hatl9de0jf/5n/+hqKiQ5ORkfvrTX0SUmXj81z+b4fW7e6ztFYKTQ6POjE4yIkTpiBsXIhrXqDwVdgMfMSz6noVuy3JuTHZjRJBoFBed63aS1pFoAGHJ2VDplKqqbH1jHYqiMHL8WEZNGIesBOh5StIJgtiliVVRZMrLr/DsL38Z3j9o9ctxiYmc+vgwAb8/6t6LZ599FpfLxZo1a/ocTqjGf8lqjRwf3XOaxpoWREHQsheirtvToygql4uctDZ1LRHRVFa1leISE4hLSkRVFCpLSsPLqD00b6fnpLFk5eMMHzsNgPMnD/LBW3/F0dYSvBaUsClliFiIwfJBVdswAKIEJrOEwSAQn6zHYpOQulGlCfh9HD+4g/c3/zX8miiK+L0+rgZLADseAFVVMVks3PHAyvD3vLqsnMtF5xEEgblLb+6jIVuDz+ulplwzC4yJj2PN//6RK2cvALB9+3aWL19OdXX3kfvq6mqWL1/O9u3bw2VEZquR0ZMiewUEUcDR1saRvft46Xd/4Jc/+Dc2v/wqu7du63C8s5k0ewYDw7VlNdrvVSZ0UWRkc/KCfhpRGPf5/V3vjwElgMvv6HbMKgqyGsCvePEEy7AcvjYc3tYgAXHhlT34ZT+yIhOfmERmdi6qqnK+MLJU0dHDxDZif6pyw8qmJElAp3PiaGtCFEXyR/Ttph6CoioErlFcpD+4Xj0aPcHe6uHQgauUXG7q9n6fPyyR+rpifvLDb/DupteYPm1aREnqxIkTOXDgAKIo8tWvfpX01EwSzJGBUk/AdUOe84P4+8Eg0fgUIjbGTHJydDKgnwSOHL1MRWX35lx94cyZM/z4xz8G4Pe//z0LF0zmpsXjiIuz4Ff8BJTrm4r2K3780WxT0CLnBp0Rg86MJOmhlwd5fFKwdKqfzaidEerPiKpsKgixl4nZ9c5uDBkxDL3BgKO1jdqKqoj3VFUNq06F5G9DPRpyQEZRFE5+fJiyy1fQG/QsWRnyzFCRFTmqaUPHsilVVfH6PezftZO//Pwp6qqqscbYWPaZB7HGxFBXXc3a51/g2IGDA/JX+NOf/tRn/fD6DevJys9g1MShjJsxClVR2bl+H6BFG7ulgKpKyXknLQ09X4cRWY1h2gSxY/lUT5MsQRSwxBiYtuAO5i5Zjd5gpLG2ku3rnqH8yjmC4qjBhbuOzmgVSU7Xk5VvRFVVdAaxx/6SytKLbHn9j5w7cQBVVbAEyx1DvTx73t1ObWVVFxK5dPU92OJiw3/vD2Uzpk7SXN6jaJKuLClDDfpWbHzhZRrr6rHFxfLQN55kxRMPs+vDD8nNzeW+++6LmPjcd/995Obmsnvvh+FzO2RUNm6nF6fdzc9f+QG3rlyAwagP+6HoDXp0ej0uh4PTh4/g97aft3FTJ6PIA6/MH0hWQxAk9JIRgxTMvkbZVB427quJIqPRSVrWr/hx+539ntyrqEEC4sMb8OAOOHH67di9rYwYq10np08exSf7kBUZd5Sytjeqx0VvkEjPsobVplLScyMyctHAN4C+lYHiRhMN0EQ1is/Xc+RQOS5n5D1r364D/PgH/87iRYt6LUm97bbb+M///E+2b99OgiUFvRQpEdzqGdj8YRD/GBgkGp9S5Oddm7LR9YSqqnx8uJjq6v5NskPlC36/n+XLl3P//fcDkJhg4+bF48nJt3Yp0bgWKKqCdwCRE620So9RMqGXTIiijs7p3/jr4KUR8PupCEat8/tBNPou87p+2Q2dXk/+aC3CV1wYWT7ldXvCTeJx8QnB5dszCI7WNnZseguABbcvCTfQa9CUqPoaniRKoKoEZD9NzfW8+vTTvLduQ7jh+8vf/x5TZs/ioS89id5g4Mr5C9TX1PbbX2HlypVcuHCBpl5K4aqrq9m0cRNLVs9DEARuu38hAO9v3E/Ap/SoKnT1ooum2t7JbsesxpARWqT9arE2+emL/Jgs2m07Z9gYblv9RZJSs/D7PBzYvo5j+7YRCAS0qHRwOzqDQHyyjqyhRtKzTVhjdTjtAdzuQLf7cjnb2LftTXa/+ypOewvWmHgW3fkZRk3QVOJUVIaPHYMsy7z9yht4Xe3fOZ1ez5jJE8J/V5WWcfnsBQRRZO7Sm7XPTmddq64ou6Q1YrscTnweL9lD83jkO18lY0gO+aNH8IUffocFdy3lw717uP/++1myZAn3338/Bw/v46FvLed3W/4Tk0Wb7Dz2vftISImj/HIV6559ly/92+d4budTfPYbq0hKTcDv8xPw+8OTuo54f/M7/OZff8Rba17nwulC/L7+RrOjzWpENneLYtc+pb6Qk6+V4TU1VOHz9T4ZlgNKuD7fJ/sGRDJ6h8rIseMAOF94SnMU99upa2rEE3Djlb34ZR8BJYCsyl3I6o0omzIaJbLzbCBAVYUW8MnM6b9vlKwGbmj/SEeE5W0/gf21NLk5uO8q5VdbAGhrbeObT3yXJUuX9Kskta21jVRbZFmw3dtKQPnkMkGD+HRhUN72U4rsrEROnpLw91BL+0lDUVQ++vgi8+aOJjUlru8VgP/93//l6NGjxMfH86c//SkiciqIKpn5JqwJuRSdrumxTrQ/8Abc0ZfodAdBa+wVMYCoIquyFolX5XDplL2tjUAg0GeJTneoKLlKwB/AFhsbdZ16aFzRfCytXExADNbfDxQjxhZw8XQRxUXnmH/7reHXQ9kMs8WCwahN4qQOx2Hn2+/gdjpJzcxg+qL53Y0QpTeHXUFEVVV8io/iwkI2v/Jq2OF7yT3LmbFwfvgayhqSy8pHH+aNZzSlk4H6K9jtdpKCzu8dEQgEeOKJJzCYDCy8S5tgT1s4gaS0BBprmzm08ziLl83psl75JRf1VdFdyyIiCjI5wT6Nmgqtf6evnhaTRUJABgFscQnccs+jnDr8IedPHqS48Aj11WXMvW0V6Tkp2GJ1GEztTtMAckCluT5Y6obWMC4goqoKxYVHOHnoAwJ+L4IgMnrSbCZMX4ROb0AKZq9qyqt4+Ntf4fmf/5q6ymre/PML4bFZbJG9DKFsxrhpk0lMSY7quHg9Hk4dPBL+e/K8Wdx0z51IkhSeDJvMZqYumMOU+bPxuNwEAl5GTYknNSsmfI3Y4qx4XF4kncT3f/s1fvj5X3B0zyle+e0GHvmn1az6wu2seuxOPtp5jE1r3uPimXaVKUEQGDJiGPU1tTjb7BQePU7h0eMYjEaGjx3N6IkTGFYwGkMU/Ue9+WoIgqZCJgm6a3bmjI2PJy4hgdbmZupry8jK6b0kKBBQQArgCbivbcc9YMjwYRhNJpwOB5VXr5KTn4/L6Q9LMCsQcV/r6AETUPxBBbR2Y8prgcmsIzPXiiSJuOw+qsu1c52RHX3ZVEf4ZA9msf99O/1F2Bn8BmY0OkKRFc4V1lJX6+DE4Q9wuz08/1z0Jam5ubmsWbOGb3zjG8SaEmnzhAI5Kq3uJpKsn54A6iA+OQxmND6l0OkkcnOiezB/UpBlhQMHztPQaO9z2QsXLvDv//7vAPz6178mMzMz4n27pxVVVYiNMzFz7hCGjUy+puyGT/bhv54REyHUgKmpVsXGJmj9CKpKW3PLgDbZLms7LEqH4uBQguOJDu3ZjYFi+NjRgFZb72hrVwwJeWjExMeFn/uSJIXHduaIZm52x32ruo0OAyjIyN30zyjBcbs8Dt5bt45Xn/4LTruD1IwMnvzud5i5aEGXYzZ6wnhuXqbJ3g7UXyGmG6fycI3/ju380y8exxqrydtKOoklqzUC9d6bH3ZZr7LETU159MZmoaxGXEI88cE+jfIrpd0vS3sDutEkEuZqqoogSUyafQsL73wIk9lCS2MtO9Y9S3VZIQaTxlJVtX2u1lzvR+l0Cpoaqti+4VmO7ttKwO8lKS2b2+/7IlPmLEHSG4Iys9okoa25GUkSWbr6HoCIEruOxLOy5CpXzl9EEMUuSlM9Xf+NtXWs+d8/4nFrk9+Fdy3llhV393g9CYKA2WohJi6B2qsCLrsSdGgXiInTJoKOFgfDxw7ha//1eQA2vbiND985qK0vqSy6aw6Pfuv+iO2qqkrpxUuYzEamL5zP1HmziU2Ix+f1cvb4KTa++DK//sF/sv75lyg6dgKvu7fz3jmr0bG52xhs7u5l9X4gXD5VXdrnsk6384aRDNCc5YeP0cqnLhSeQVVU3K6em/hDppMBxY+iyMhKgIDiI6D4kRW/1uulyFpARZNkiwpmq46sXFvYO6K2uhq3y44k6UhJzx3QvdKvBG6Yx0dHSNfBsG8gaKhzsOa5N1m5cuWAS1KTLOlIQruCZpun6RM5ZoP49GGQaHyK8Wnw1OiMgKyw/8A5mpsdPS4jyzKPPfYYXq+XpUuX8sgjj3RZpj3SAaIoMGxEErPmDiEmrv+GSIqq4L2BD0xBENHrDCQEI9+tTS0MZGYQagTPG9n/KFo0DbQdoagK8gB7N2yxsWTkasZ0l4rOh1+3t2qko6Nvgual0T65nDJnNtlD8/oYW3tzuArBzJGfuqpqnn3qV3y8W3OhnrFwAV/47j+RlpXZ47bm3XoL1piYCKftaBDyV/jiF78YUeO/evVqcnJy2L33Q77/u68wcU5BxHq3rJiPTq/j4ukrFBeWhF+vLvNQVdr/azDUq5E7IihzG/RuCLl+h8hFR1M+QRAwmcWwspTeKJCQomPaorF8/ntfJ3f4UPw+H1tfW8/W19fj83ohmLlwO2Wc9vZJi9/v4/iB7Wxf9wxNdVXoDUamL7iTJSseJz45vb3BHBWD0URcovYdqCmvZMiIYV0MJzuWk4WUpsZPn0JCctesUedruvjMWV7+9dM012v13BablemLu8uMdQ9Zhstn3DhbZUAgJj5INFpdyKrMvNunsfoLdwLwx/94iQunLqOi4vF5ePYXr4S3kz00g3sevQ1brIXG2gaO7NlH0bETjJk8nlWPP8LsmxcRn5RIwO/nwqlCNr/0Gr/+1x+x9pkXOX1YczLvMjZV7iRNe21y2z0hJ0+7jnprCFfRAjMub/SkeKAYNU4rn7pYVIjTGYjqfqR2mYyq4etQUWUUJaCZvCq+LgRE7URArDF6MnNsiFL7tVZSrIkKpGXmI+l0XUh3dFDxBW58r4b4CfRodAenw051ZQUrV67s13odS1IlUSLF1n7vltUADm9rL2sP4h8Vg6VTn2IkJNhIiLfS3HL9DO2uB/x+mX0HzrNwfgFxcZYu7//xj3/k4MGD2Gw2nnnmmS7RS4/fhVfu+jCOiTUyc04uV0uauHSxMdys2RtUwO133TCFko5ISEqmvqYGR2sbBp1Jqy1WAt08GLvC6/ZQVaaZIEZj1NcZUVZPRUJVUZCDpVT9Iyojxo6huqyc4qKzYdWdtrAreHy365gsFm5ZfndU45SVACoiCgqqqnB030d8sPmdsMP38s8+xMixY/vcjiAIzLv1ZjZu3EhNTU1U0beQv4Isy7z11lts2LAh/J5Op2P6zRP54r8+hC2uc2mEQGJyInOXTmPPlkNsfX0X3/zJ49RVeqi4PDBVFSHojpc7fBinDx2l/HIJgtBb+78GS5yEqAdbrITe2D5htcXFsvpLn+fQ+7s5uH0XRUdOUH21nLsffpCU9DQaa9uzfpWlFzi6dysuh0Ygc4eNZcq8pZitMWg2HF2v69SsTFqbGqkpr+T0x0cJ+AMIooganK0JwYlRxZVSSi8UI3aTzegMVVE4sH0XB3fsAjQia29pJW/UiD7MEDtA0L4jigyXzrgZPt6MLUg02lq0oIisyNz/1WWUXa7i410n+Nk3/8BTb/wbJw8UUnKhLLypr/7nI4yZPIIHvryM3Vs+Yssr71NRUs3Hu/ZxWNjPqIljufPB1RjNJi6cKuT8ydM01tVTXHiW4sKziJJE3sjhjJk0gZHjx2K1xSCKEpKo77ls8DohOz8PgLoeJG5VNOM5WZUJ+G+8X1OoT6OitJTG2magj32qffcoRSyuaTkHFdU6viMQE2cgJUOPioyiCMHvlUDZZc0LJyNHuw8riook9T9w5Fd8GFTTDXWAv2Hytn3AYdeqFq61JNVmjMXqjQ17abS6G4k19W+bg/j7xyDR+JQjPz+V5hMlfS/4CcPr9bN331kWLRxLTIw5/HpJSQnf//73AXjqqafIzc3tsm6bp+cyF1EUyB+WREqqjaLTNb06mELoodm7pv71Qkh5qrmxUYvkCzoQdaiqghxM9fdEB8ouX0FVFBKSkzo1SUeLgT/MBtK7MXzcGPa+t4OS88UE/H50en0XaVvQjkXAr01e59y0GIvV2mcJm6pqzZ4yMm6Hiy2vvcnls1rmZHjBGO757EPYYmN73UZHTJo1kz3vbeexxx7j7bff7rWeOBAI8Pjjj6OqKsnpqTTU1HV5/+KpK7z72i7m3z6DzA6iDJIgIQhw54M3s2fLIfZvO8yyz91DQ/W1TDREdIIY9tOoKa/E5/F0q4QjCBCfrCchTUJvgHPHuiE3KuHJfc6wfLa88iZNdQ288punmXXzUrLyJuNx2Tm+fzsVJdoxt8bEM23BHWQOGRE2+Qttq3PZXnp2FsVnznDxTBHVZRUIoshNy+4IG9wFgmIB4WzGjKnh703XzyPgcbnZ8sra8PmfMn82tRVV2FtayRmW1/fhE0LfjPYxKrLKpdMujCYtCGLvEKhRUfjGTx/jXx/+OaUXK/jJV39LU317lHXx3XMYM1nLOJosRm67bxFLVi3g1EdneeflnRw/UMj5k9q/jNxMps6bx+P//C1aGps4d/I050+eob66hivnLnDl3AW2vrmBvBHDKZg0kYJJk0hMvLFZ6qzcIQiCgMPRgtPRgtUW335cUPHLvnCjdWflqRuBuIQE0rOzqamo4GJREXkjJvW6vILCAEIqXRAbryMpTa9lQDpkAxRFpbxUK2FNz87XVPtkGXRiv2+xKip+xYexk8LS9UTYsC9wY4mGqqpUVZRxrvA054tOUXy+CLg+JakptkzczU4UVcYra9LIZv2N728ZxKcHg0TjU47cnGROnb6KfA0SizcKHq+fvfvPsXjhWCwWTS7ziSeewOVysWjRIp588sku68iKjN3b0ue2bTFGps/O5WpJM5d7cDCVVRlv4Man/0NICJaNNDdGSvVpJREiOlEfViRRO6mmtPdn9D+boe2Ea3v+hrMbUlRkIz07C1tcLI7WNq5eusKwMaO6SNuqqsrWtevD6+SPGtGhIKrbIQQbQbVr+fLZC7z72jpcju4bvqOF2WJh1ecf4fW/PMuyZct4/vnnycjI6LJcdXU1TzzxBNu2bUNVVaYunMf2NzeiNxhY/ug9rH9mLQBNtS2s/8tW1v9lK8PGDmH+HTOYu3Q6yWna+R8xPp9hBUO4fPYqb6/ZzZxbF/djtJ1KooJHKzY+nvjkJFoaGqm4UsqwgtHhNayxEklpehJS9YhSu/St3iDg8yq4nS78Ph96gwGTxRw+fjnD83n0/32Dra+v58rZCxzY/i5xSUdwtjYTCPgRRJHRE2czbtpCdDpdt5FkFRDCDR4CGbnZ2rEMelzMXXIT0xfN44O3toCqCQZcPnuBqxcvIYois3s5Ng01dWx8fg1N9Q3a+V99D6MmjuP3//rf2viDsr89HsngmLqDooDfozVqO1ojM8IGk55/+d3X+N5DP6H0YkX4dbPVxKPfua/LtkRRZPLccUyeO46KK9Vsee19Pnz7INVlVWx5bS27t2xl8pzZTJk3i4W330ZTfQPnT57m7IlT1FRUUHLhIiUXLvLu2vXkDR/O+ClTGTt5CnH9jBZHA6PJRFpWFjUVFdRWX2XoiHjteKDil70RNfIB/ydjPTdq3HhqKioovXy2T6IRTXa4L8QnGUhM6X7yX11ehs/rRm8wkZCchqIE8Pg8IPmDpWxCuFRRDGZAerth+mUvBsl4vVpsuiDcDH4DMhqtLc2cLzrNucJTXDh7hrbWloj3dTod69atY/Xq1VFvc8OGDYwaNYrExPbggk7Uk2RJp96p3TNa3Y2DROP/GAaJxqccer2O7KykazbNu1Fwubzs2XeWRQvG8sorL7Fr1y7MZjPPPfdct4Z0Dm8LKtE9TLTsRiKpaVYKT9fS2txebqWilWB9EiVTIcQHezRamnrQBBdAEnRIojZpk5VA2D/iWvozgpvWHnjXqF+rqLLmCo3QK+EQBIERY8dw4uDHXCo6x7Axo8IZjZC07fnTpynu4CDeUx2xGqxrCE1yAn4/H77zHsf2ag25KRnprHr0kV57MfrC8IIxPPjFL7Duhb+Sk5PDvffey+rVq0lISKC5uZn169ezadMmRElTtopPSiQ/KCurKAo6nfbgS89NYcUTt3PgvSOcOXyBy0VXuVx0lTW/Ws+EWQUsvHMWs26ezKK7F3L57BqOH/iIWTcv7MN8MaifI4oI3biiyEoAURAZMnwoLQ2NXC2+wpjJY0hMM5CUrjl1A+016IDT7uLUoY84tOMQDbXtWZnktFQmzJ7O2OmTMVssWGxW7n38s7z7yhbOn/iY1kZt2bjEVGbdfA/xSenaZdXL6ENlKQIq6TlBAqeqpGVlhomEKIjh6PDW1zXyOWHW9B6zGRdPF7Hl1TfxeX3ExMdxz+c/Q3pOFmWXriDLMrbYGOK76esIHs4uWYzuYLJoGY2murZO76gkpcfzhR98hl/+vz+HX33wK8uJS+zdvyh7aAZf+uHn+MzX72Xnhn1sfX0XDTVN7Nu2k4Pv72L8tCnMWLiQBUuXsGDpEpoaGjh38hRnT5yi8upVSouLKS0u5p0332DIsGGMnTyFcVOmhvu/rgdy8vKDRKOUoSMmoqBqjtad7h3R+FlcD4waO449296j8upFFEXp+bvSz7Kp7pCYYiQ+qWclsJLgfTgtKy9clhQq0Q2RnC4eHkHC0d4rJYZL+kIGfnrpxpShXU8fDZ/Xy6WL5zhXeIrzRaepqiiLeF9vMJA/bCSBgJ/Sy8UEAoF+l6Ru3LiRX/3qV12CRbGmBOzeFjwBzejRL/vQS30rtg3iHwODROPvAEPzUz+1RAPA4fCwfsMuvvOd7wDwk5/8hGHDutcnb+3QBB4trDYjM2bnUFbaQvGFBhRZwRvw3DBTp54Qmgx0zmh0B0EQ0El6FFWhra2ZuqoaoN0zYSAQEa5NvjcIrbmXPrMbw8cWcOLgxxQXnmXJyuUdSqfi8Ho8bF2n9TZYY2Jw2u0E/IEuxE8rk2ovh6ivruHtNW9QX60dj6nz53DTsjsxmbr2+vQXwwvG8K3/+g92v/semzdvZv369mxLSnoaC+++nZMffUxjTR1T5s0OKyQpikJ1meYynTcqhwV3zWDBXTNoaWzj0M7jHHjvGMVnSjh5sIiTB4v404/0QWlTI61NzVwqOsfI8Z37SYKlamKQ1PUwZq3NWgFBuzZOHTpCXVUp42bFRDysFaXdKfnUwbP89l9exOfxs2LFClatWhVBqDZu3MjB7bu4++H7ycwbwq7N27lw8nB4XKDS2lxPTfll4hJTIMoeHkGEs8dPhv+eMn92eCLUcX2n3Y7QQzZDVRT2bXs/3I+RMzyfZQ8/GJbFLb+slYnmDMvvMqZQg3y0wQWzVbum6qvstDb6iUvqOBlU+ej9YxHLxyfHIqsBBKQ+6+5j4mysfOxOVj56Fx/vOs7mNds4e+IiJw8d4eShI+SNHMaMBQsZPWE8c2+5mbm33ExLUxPnTp3m/MnTXL18Ofxv6/p1ZOflMW7yFMZOmUpy6rWVV+Xk53Nk/z5qa0pRVAWf4u12At+dO/iNQO6woRiMJrweFw11FaSmdy2nBYIBqIHf35LSjMQl9D55vXI+2J+R3X4f7rMZPHi/7Pq80TKTshLAYohBREQUpXCm8npAvAbVKUVRqCy/GiYWly+eIxBoLzMWBIGcIfmMHjuB/OGjuHzxHHs/2B72YBkxeizlpVd4/PHHeeutt/osSf3CF76AxWLh4Ycf7vK+IAik2rIoaykGVFo9TSRbo1OzGsTfPwaJxt8BkpNjibGZsDs+uTKh/kBVVX796//Cbrczc+ZMvvGNb3S7nMfvwicP7DMIgsCQ/ARSUq2cOllBW23LNYx4YIgPlk61NTcjy3KPkpudcTVYNpWWlUlMbHxw4j2Qh/z1TdD3ld3IHzUcnV5Ha1MzV84XhyVHY+Li+PDd97C3tJKQnIzZYgkSDX94ntC5TEpVVY7v/4hdb21FDgSw2Gzc+dAqhhWMRhQkbSxCd/H+/sFssXDb6pWkD8nmrTWvAbDortuZfcsiyi5fobGmDp1ez4SZU8NRQlVRqK3UJFqHjGw3mopPiuX2BxZz50O3UF/ZxL53P+bDdw5RU17L+ZNnwsttW7cJk8VMTv5QJFHqk1yEoKKVRMTE60lON5A7cgpvv/wGV4vLcTk8WIO9T7KiIHQgGb/41l9YumQpzz//fJdI4+rVq6mpqeHxxx9nw7NrMJhMeIKGernDxzJ26gIKj+6h/PJZTh36gLrKUmbctAyT2Qb0LDsL4LA3svudbeG/XY4OynPB9URJQpFlJElEr4+M8npcbt555Q0un9VUf6YumMviZbchdIhwV1wuBSC7Q9lUKJsnIPQr4m22auTF7XRxudDFsHGWMNm4ePoKB7YdiVj+D//xEulDUhk6OhdB0vV4/kQh2NgdVI1acNtsFtw2mwtnLrP55ffY+94hSi9epvTiZRKSE5k+fz6TZ88iPjGR2YsXMeemm3Db3RSdPEHR8eOUFF+korSUitJStm3aSEZODuMmT2Hc1KmkpnctAewLIeO+upoyPH53j7LhshyUib2BzcygHa/M3JGUFp+mouR8z0TjGrIZKRkmYuJ6zyoE/AHKrmimmBnZQ8Ovd1eWGx00P5CALOP2OxHDKmICUlgtTkISguRDlPot89nfjEZzUyPni7Q+i/NFZ3DYI7N5CYlJjB47gTHjJjKqYDwGg5HdO7ey5tk/4HZpJYZ5Q0ewfPVDjBwzjrNnTvLn3/wPy5cv57nnnuulJPUL7NixnXfffZf4HsRCDDojiZZUmly1tHmaSLSkdjhmg/hHxiDR+DtBfn4ap890ryTyt8a+vds4cfwjdDo9T37p+ygKdDcHH0g2ozPMFh0jJlowl8VTUtyKLH9ypVMxcXFIkoQsy9hbW8LEoy9cuaBF0fJHjkQSRCRB1CLZitK/5sdr7dPoBr1lN+SATHyS1jfwxtPPhl9/9he/oqmhAYA771vFvh3vB5fXFLhUVY2oBXfaHWx9fV14gjl0zCjufGgV1pgYbQIpAGilZoKov2Y6paoq46ZNpq25mQ/feY/d724jMS2Zs8dOATB22mRMFgtuZ3szdX1VKKORHbEtbRKskp6dzF2fvYPhY+dRUVJO0dETnDl6HLfDib2llZd/+zRxCQmMnzaV8dOnkpbZexmY0SyRmKYnPlXAaA6WcGAkIzeV6rI6zp+4xJQF48NqMypaudRv/+VFli5Z2muEMeTUu2zZMrZv344lJo7pC+4gPeiCPPuWe0nLyuPEgR1Ul19m+7pnmXXzPaRl5QXnnV3PgCLLHNyxiYDfH+4lqSmv1Mz+hHaiGoq8BvwBtq/bzD2PPoQgCDTU1LLh+Zdprm9Ap9ex9L57GTttcuiMoapaVLSqVCvnCPVnCEL/FdNCsISJhhNVhcuFLoaOtRCXpOPFp9rlkOcsnYbb4eHEgUJ+/s0/8bNXvkdiagI6sf34CohIgoQk6nocz6jxw/jeL77GE//vId55bSfvrf2A5oYmdmx6i93vbWPSzBnMWLCA5LRUbHGxzFl8E3MW34S9rY2zJ09QePw4Vy6cp7q8nOrycna+/RZpmZmMmzKVcVOmkJaZFdWxSM3IwGA04vN6aWmqJSG5+8ixqkNBmZMAAQAASURBVIIsq0i6G0s03K4A2UNGaUTj6gWmzF7SzWAYkMeCIEBqphlrTN9TmYrSUgJ+PyaLjbgOTfnRqBv2BVn2I+pCfSFBs1dVBiKFMURBRBSkDtkPKfha9+egL9Upj8fNpfNntV6LolPUVFVGvG80mRgxaixjxk1k9NgJpGVkIggCgYCfg3t28d7b68O9GRlZOdy98kEmTJ4Wvs4Kxk/iS9/6F154+tfk5uZy7733dsmgbtq0CYPBxI/+63dMn97VxLQjEswpOLyt+GQPdk8LcebuSysH8Y+FQaLxd4IhuSkUFpVdQ/TlxqCluZEXX/wNAKvve5yYmFQOHDzPvLmj0ena2YasyNdFQ9vhbUNBJjPXRmKKiYtFzbQ03Xg9c9CaQuMSE2mqr6e5oTFqohGqC87v0J8hIoAoIaK5HSuK3GfvSntd+vW/BjpnNy6fu8Dmv76K3+djxYoVEf0O69atY+PGjeFa69CE1x/wa5K/HSYMnRu+Fy+7nanz54QfZJEZDJWAEkAn9hxNjgah4zj7lsU0NzZx8uDHvL3m9bByy5R5mtO32OH6bKzTiFPHjEZH7wqHw8+lUx4UWVP2yR6Sz9IVK3jxf39LRWkpoiTR2tzM/p3vs3/n+6RlZTJ+2jTGT2tv+pV0IompRi36Gq8LChm0n0sBGDd9FNVldRQevcikeQXh11Vgzzsf4/P4ef756Jx6n3/+eXJychgxdlqYZIQ+17CCKSSlZfPR+xtpa25g9zuvMHbqfAqmzkcUpS4T2rPH99NQU4XRbGL+Hbfyzpo3NKIR9jhoX3b0pPFcPF3EhVNnOHv8FDqdjndfW4vP6yM2IT7cj9EO7RPWlFUQCASwxNhITEuOOP79hYAQLp1yO13BaLnAlSIX9bXnuHSmFACjycDD/7QCs9XMDz73cypLanjqn/7Mfz73T4hmTeBBEnWIghT1WJJSE3n0W/fz4Jfu5cMtB9i85j1Ki8s5vGcfh/fsY9T4scxctIjRYyciCAIxsbHMXLCQmQsW4nQ4OHfqJIXHj3Pp3Flqq6qorarigy3vkJyWFiYdmTm5PZIOFYXM3BxKiy9RX1PWI9EACPgVJN2NjSo7HX6yh4wEoKG2HLfLgdli6zRmTaa2PxBEgbQsExZrdNOYkotawCc9a2inssR+7bZbhExS+yKCiqq03x877FdADJMQSRQRBI3Yhu5RoYyGosiUl5Zwrug05wtPceXShYhshyAI5OYPY8zYiYweN4H8YSPQ6dozPYoic+SjA7y7aS0N9bUAJCWncOe99zN99rwwsemIgvGT+K+n/sSpw0f58IN3IjyLsrKH8NnPfY1Fi+7AYrWxa3chY0ZnM3pUZre9OIIgkGLLpLL1Cq2exkGi8X8Eg0Tj7wQmk56MjAQqK689K3C9oKoqzz37S5wOO/lDR3H3socAqG9o4+Chi8ydPSrsxmrvRxN4T/AGPLgD7QoyJrOO8VOTqa5wUnLxk8luJCQla0SjqZHeNXE0tDY20dzQgCCKDBneVXFKgGCjsA4V7YGluQj3cKyuQ0N4T9CyGwKl54pZ9+yLLF3ad3nO6395lowcLQvg83nD9fNdG77TuPtzD5Ka2XnS0/nBrCArAS1yPODPoY1BEARuW3UvbU3N4drs9JyscNO51PFBqKqYrRbik9tldUNpfa9bofi0EzkgoBcN7eMSYNGdt/PKH59Gr9dzx0MPcPaU1iBfW1lFbeXbvP/W2wwbPYKFd85hyYq5xAebjf2yn+4mVuOmj2bnhn2cPXKhfWjBz/TB+gOsWLmi3069Oz/YzaiJs7pMguKTUrl1xWMcP7CdkvOnKDq2j7qqq8y6+R4strjw8k11VRQd00wUb125jPzRGmFubWrG7XRhtlray14EgZvvuYvk9DT2b3ufra+vCxO83BFDWfbwA1hskZPM0LEM92cMzQsf+4FmM6C9R0OWZfw+XzDK7+fNP24KL7P6i3eSlKYRwX/57Vf4l8/+D8VnSnnmv1/jmz99QjvfAxyD0WTgtlWLWbpyEScPFbH55fc4vPsEF84UceFMEelZmcxefDOTZ85Cb9B6C6w2G9PmzmPa3Hm4XS7OnT5F4fFjFBcV0VBby+73trL7va0kJCdr6lVTppCT197PIisBArKPrLwhlBZfoq62jJHjZvQ4Rn9A5caJs2pwOQNYbHEkpmTSVF9F5dULDB8zNWKZ/qpNiaJAeo4Zkzl6X5JQZrlj2RRcS+lUJGQlgG6ATeEqmsGqrAbo2DoT8ptyOh0884enKD53Fpcz0iw3KTmF0cGMxagx47DaugoaqKpK4cljvL3hNaoqygGIiY3j9mWrmLvo5ggy0h2stliW3f0Qd9/1IA5HG263C7PZgs0W24m0qRSdLae6upnp04cT20H6PgSz3kqcKYlWTyMunx2LoXcBhkH8/WOQaPwdYWhe6qeKaBz66EMOH96DJEl8+Ss/iIiy1ta28PHhYmbNHIEoihFO4AOBoirdyuIKgkBmjo3EZBPFZ5tpbryx2Y2EDl4a0eDKRW3CmDUkF5O5d9dzAc2rQRLosbRKZGDdHdHC43Kx+aVXWbo0uvKc5cuXs2PnToCgn4babcP3ortvR2/o9DATuu8NUVFQFHnA5mYhsqMCSAJ3f/Z+fv/vP0FRFBxtdjwuFyaLpUvELSUzHa9bxWwlGNWX8Hvh0mkXil8Ixt3ViO6LoaNGkpSaSmNdHT6fjweffAKX08mlc2coPHaMi2cucvl8MZfPF7Pmd68wfcFkFt05h0nzx2A0dW1cHTtVi/yWXKjAaXdhjWn3gqgsrWHVL1b161isWrWKdevW4fO6w74SHaHTG5ix6G7SsvI5uncr9dVlbF//LDMXLyNziKZAc+iDzaiqyrCCcYyZokXh45MTaWlooraiiiEjh4UN+2Lj47DFxTJ57iwO796Pz6P1ZE1bOJdFd98Wbm7tDIF2ohHyFLmWrJYgCOgNBiSdDjkQwO10YTAaObpnf9jhPjUrhTs+224mmDEkje889SQ//srv2LPlEENGZLPq8bvQX6N8qSAITJ49jsmzx1FZWs1br25n58Y91FRWsemVl9nx1iamz1vArIWLIiRvzRYLU2bNZsqs2Xg9Hs6fOU3h8WNcOFNIc0MDe3dsZ++O7cQlJDJuyhTGTJpA5pAcRFEkO28IAPU15b2OTb7BDeEBv4LPqxHN7LzRNNVXUVHalWgo/birSZJGMoym6O8PXq+XylKt9Dg95wYSDVF3zT0vHrebKxcvUHz2LOdPa+WeLoeDU0c1QQejycyw0aMZWVDAqLETSEnNQBKloM9P1yxC8fki3lr/GiWXNKJlNlu49c57WHTr7RiNvT+TQjDptXuHIAjExMQRExPX6/JNzQ7e/+A048bmMmJ4eheynmhJw+Fro8XdOEg0/g9gkGj8HSEtLR6LxYjL9cmUCvWGtrYWXnj+VwDcu+IR8vK6yrZWVjVx+MglJkzOHHATeAh2b0vYaKo7aNmNFGoqnFy52HrDzKhC5VIt0RKNDv0Z/UFkaZUSVB3SjPduJM4cOUbAH315znPPPUdOTg6g1dgf3XuQXW+926Xhuzv01vitICOoQr+bBZWOJRiqCqpKycVLKIqiGZm1trHxhVe470uPdSUaGem4HSq2GB06SY/fq3DplB2/t/1akhUZoUO2RRRFps+fy7YNmziybz93PXgLqRkJ3LQsH1hGXVUDu989yIfvHqDkQhkffXCUjz44itlqYtbNU1h45yzGzxyDJIkoikxcio2MIalUX63jwvHLTJo/lvqqJk4f0gztBurUG/D5uiUaIQwZMY7ElEw+en8jzQ017HvvTUZOmIkiy7S1NGCy2Fh0993hCUNadlaQaFQGS6e0Y56QkkxddTWbXnglTDJCr/dMMgTkgNylP2Og13qICAqCVj7laG3D7XQi6XQc2PFBeLnFy5bR1qiSnBGsmxcEJswczePfe4Bnf/oaL/9mA9lDM5hz04yIfo1rQVZeBl/510d55Bv3sX3Dbt5+dTs1FXXsfm8r+3ZsZ/zUqcy56RZy8iPzpUaTiYnTZzBx+gx8Xi8Xiwo5c/wY50+fprW5iQMfvM+BD97HFhvLmEkTyQtmT1saa/D7vOgN3ectbrRpn9PR3qOQPWQUp4/sorKsk8xt8HsaDXQ6gfQcCwZj/+4LZZcuoygKMXEJ/5+9s46P477T/3tmWczMkgVmZow5sR1DoGFy0qRXuF7h7np37fXX6xVz5TTMaI5jThwzM8liZmZpaeb3x+yutNJK2pXlpkn19OXGnp2ZnZ2dnfk+38/neR58/ZzbdYYhusO+JyyyBbXgWVXDarVSXlxEbmYmeTczKSkoQOrVzyWqVCxaeSejRo8mJiHRyYjELBmdqiB2t7vK4lL27thC1vWrgGJfu3DJSpbeebfLqsdAMKg9dwW0WiWuXC2ioqKBaVOT8fbuJjUqUUWYdxSVrcWYrEY0opb6+nra2trw8fEhODj4lqqZI/j7wgjR+BJBEAQS4kPJvFk2+Mq3GW++8XuamxuJjUti/frH+l2vtKyeFlMDieleQ75xdJk7MFo6B18RiIjxJtBW3WioG36XrsDBsjR6QJZlCrJtAug0z4iGHUprlYgoikprlWR1sosdTsiyzJVT51i/3rP2nHXr17Nj+3YunThNY51yXpwE3/1i4OvBKlvBUycqWXb8x94LffGY0r41cfZ0bpy/TEleAe/+4a9YTM5CzdyrN9j/0WHu3bgYDCpyrrTS1dmb3DpXWwRRYMFd8zi0Zw81FZW0NJeRmDbasXZYVAj3Pb2G+55eQ1FOKQc/Ocbh3SeorWzg0M6THNp5ksAQf+asmMq0RRNQqUT8g3ypLK7hlf/9kK4OI53t3dfxUJN61drBPet9A4JYvO5xrpw6SO71c+RcPeN4bfrC1Xj7dYdsRcREk335GpUlZeRc685SMXZ28e7vX8RsUvQYqePHcP7ICQ7v3EtCWgqBvbIxFE2QQFVZBWaTGYO3F8ERw5eebfCyE40OLp44g8Ws2Humjh9LcnoaJdlG1KKakEjlUSgDy+6bR3FuOQc2H+H//vVlwt8NJTU92eVs8VDh7evF+sfvZN1jd3Hp6HU2v/Exl85c4/LZs1w+e5b45CRmL1rCmMmTUKmcH9Nanc6m1ZiC2WQi68YVrl+8RPa167S1tHDu6DHOHT2GICguXVnXTjNm4lyXRM9ymysaHT2IRlhkHFqdQbG5rS4lLFKpurhr2a3RiETGGVBrPP8e7BM+UXF97cWHU/dotVoVojHILauhtpbczBvk3rxJftZNh6OfHcFhYaRkjCYsMoJPPvwQnV7PktVr3DqG6qoKPt25g2sXFPtmUVQxbd48Ft+1ioCAYERBxGg1um3Hq1HpUN0C0a6ta+HAZ1eZMD6epMRwx3JvnR/WavjN67/indffJzu7u100LS2N5557jscee6xfF6sRfHkwQjS+ZEhMCPvCicb588c5fuwAgigqLVOa/mdwJFkir6AKo+RPxpjwftfrD0qSuGcicp1exdjJIVRXtJOfNbzVjQAPsjRqq6poa2lBrdEQk5hwy+8toMwESTbbWAlpWPUane0d1FVVc889nrXn3HvPPWzZvJnGunpElYp5K5cyc/GCgYllP21TzvDcico+s25vn6ouq6CssBhRFJmzbDG+Af6c2HeQ2ooqNmzY0DeD4t1tfLrlAPc98wjRCa5T3CUkfH11hEUZCA7TodGKLF4zlz0fHeST9w8wYfpol9vFp8bw8HfW87Vvrubkpxc4uP04mRdyaKxrZte7B9n17kGn9Rtrleteo1UTnRhBXaVyjJ4k9W7ZsoWAoFC0ur690q6gUqmZPHc5wWFRnP78Y0Cp2phNRkRV97UWEavoXMoKip1sbqtKlXtT3KhkVj9yPwYvA9VlFZTmF7Ln/S088M2nbcGFgtP1UZqn2I66ys/wFD23N/goM7FVZRVcPa3Y2arUapauX+NYrzBLcaUKjeqe9X/ih/dSUVjJ9fM5/Pxbf+S3H/wXoaFhw15PFASZ2Uums2D5HHJu5LHpjY/57JPDFOcXUJz/MgFBgcxcsIhp8+Y7XLQckGVkUSZ17BhSx47BYrFQmJ1D5uXLZF25RqfN1vjc8d1cPX+IuKTRJKSMIyp2lCND5nZWNGRZpqO9O7dBFFVEx42iMPcqpUVZDqLhjj5DqxOJiDWgHqJw3W7IERnrimgMaZf9QNFZqATnoVVnRwf5WVnk3cwkNzOThjrnXCy9lxcp6RmMyhhNyugMgkJCAairVgTbknXwg2xqaODgrk+4eOqko4I7Ydp0lqxZQ3CoQt6tsgVrHwngwHa8evWtp3hbLFYuXCygoqKRKZOTMBi07N+/n/vuu4+Ojg42bNjAz372M8e9eOvWrXz/+9/nxz/+MZs2bWL58uW3fAwj+OIwQjS+ZPDy0hEREUBVVdMX8v7t7a288vKvAVi9+gFSUlwPquwwWjoAmdKiJlQqkdT0UI/er9XYOGQReXiUN4HBSnWjvnZ4qhuBwSGAclMfMOUWyMu6CUBsUmKfTIFbgYiAJIAKEVkAZFmZFbxF0mEyKi15Q23PAcXe9MiufRzf+ynefr4EBAcREhlOUEgI/sGB+AcpfwwGd0vxnjlRSTarVPvg5eLxUwCkTRhLXWU1J/YdZNmyZbz++usDitzf+cOr3PvMEyRnpDle12hFgiO0hETo8PbRolV1D0xXP7iMPR8d5ORn56itqic0QiGkXR1dFOaUUphTQv7NQgqyiynOLaejzb0K3YoHF7L60cUEhwWy5/1DvP97D5N6t29n/Iw7PB68V5bmAyCq1EhWC6c+20Z7Wyl3rL0LjVZDeIziGuWUpWHDtIVzmX/XMscM+soHNvDmb/5EeWEx5w4fZ+YdfUloSY+gvltBb58qg5cySLKTDIC5y5cQEOR8jRdlK2QjMELZXq1R8S+/fZp/f/hXVJfV8avv/oX/efXfMOjdI2yewGTtQqPSkDomhf/87ff4xr8+yY7397DtnV001jeyb/s2Du7exaSZM5m9aDHhUVHIsozZanQapKvVakaNGc2oMaNZ9TUruz7czKVTpxBVKoxdHeRmnic38zward5BOhJTMob989jR1WHpUy2ISUinMPcqZUVZTJm13JYGPvD9XadXERFrQKUaGs3raGunqlyxfQ2L7Ht9DYe9bU9YJQvIUFpYSG6mQizKigqdckJEUUV8cjIpGRmMGj2G6Ph4l88Se4tUf/a2AG2trRzeu4czRw47Avkyxk9g2dq1RETH9LtdN/q341UJajQqHRbJhEpU93BhGxrhq6xq5MBnV2htLuSJJx5i+fLlvPrqq/3eizdu3MiqVavYtWvXCNn4EmOEaHwJkZgQ9oURjXfe/jONDXVERsZy330bB12/09ydVVCU34BKJZI8yj1b2E5zOybrrelRtDoVYyaFUFPZQX5W0y2n4foFBCCKIlaLhbbWFvz8A/pdN99GNJI81GcMBkEUwfbgsYeZqWyRbj1D8jyFVqcMnIfantMTVquVlsYmWhqbKLHNVveETq8nIDiIgJAgAoKD8A8KIiAo0Pb3QMexKHDPiUr5/JJDWNrZ0cmNC5cBmDBjGjveet8jkfuON9/jmz/9EZHxfoRE6PAL7M5QkGwPZpWgDAQSRsWSNj6Z7Kv5/PqHf8E/0JfC7BIqSqpdBpGpNWpikyOJGxVNQmoM8anRhMeEcPNiHsf2nOPKKaUdad/7hznw0VHGTU9j6sIJaHUannzySXbu3DloUu9TT21ErVKTkDp+gLPWF6X5mRTnXkcQBBaueojKkjxuXjrB1dPnqCguYc2j9xMcHo63rw/trc5EIyohjoVrVjot8w8KZNHdd7J/03aO7/mU5Iw0wiIjHe0lktVKeWER0C0EHxYIAl425yl7S59fYAAz75jvcvWi7HbMVg1h0cq15xvgw7/+4Rv8x6O/5saFHF74nzf5zv97BvUQTQr6gyRZMVvNaGyORUGhgTz5nYd4+Nl7+WzXETa9voPczALOHj3K2aNHGTVmDDMWzCMpPa3fiQ6VSsWE6VO5dOoUer03C1Y8QFHeNYryrtHZ3kp+1kXysy6i1mgZPWECYydPIW3s2F6/u1tDR5ulz7LoeIW419eU09neis5r4NlyvZeKiBgDYj+hg+6gKDcXZJnQyAhHMGVPDEfrlCzL1NfUUpCVTX5WFkW5eRi7nCe3QiMiSMkYzajRo0lKTUOnH1yILdpcG10lg3d1dnL8s0859ukBxyRRYmoqy9euIz7ZdTXWU6hEFWarEXOv57Bgy5RR2/6oRDUqQeOWgUdjYyP/9NxTLFu2jB07dgx4L96xYwdr167lvvvuo7i4eKSN6kuKEaLxJURUZCA6nQaj0Tz4ysOIq1fO8vnBTxAEgee+8aNBH0pmqwmr5HyM+Tl1qNUi8YkDz5pbJMuw5G7YERbpRUCQjrybTdTVuDeb7AoqlQq/gACaGhporKvvl2hIkkSBzbc9cYj6jP7QX7qAICivyYJKCcDysLXKy8eH0Ihwj9tzNm/ZosymjhvD+BlTqC6roLK0jLqqGpobGhx98T1h7OqyWcBWuD4Wb2/8gxXy4R8cSEBQEIHBIUplJCgIrQvNgSzbrIIRQYTrZxVhe1h0JHXVtR6L3OPi4qivvcHclUudXu/qMFKSX05xdjkluRUUZpdQmFNCe6tCqq+du+m0flBoAPGpMSSkxpCQFkv8qBgi4kJRafp+j2HRoSxYPZM//eebHN11Bv9gX5rrW7ly6iZXTt1EEAX27dvHmjVreO211/pN6n1q40b279/PvDvvt7VNuXcddLa3cv7oXgAyJs0mNDKW0MhYIuMSOf35Duoqq3n7d3/ljrV3OQY3PeEf5OJ3LcD4mVPJvZ5JQWY2u97bzCP//CxqtcahzzAZTei9vAiNdE8b1B+U8MDuPBi9l3PlbOV96wds9SzN7QIZwmKUe1tsciT//Mun+OW3X+DTrUdJGBXL+sfuciP33TPYqxo9odVpuXPDUlauX8KVs9f56I0dHDtwitwbN8i9cYOQ8DBmLFzAhOnTXN6LI+NiEQSBjvYW/ANCmLVwLTMXrKGmskQhHbnXaG9r4ur5c1w9fw6NRkvq2LGMnTyZ9HHj0RturXrTUwhuh5e3L8Fh0dTXlFNWnE1S+sR+t/fyURMepe832dxd2O/D8cl9DUtg6GLwjrZ2CnJyFHJxM4vmXhMuXt4+torFaFIyRhMQ5HlmRHdgX/dBms1mTh8+xOG9ex1Wt1FxcSxfu45Ro8cMq4haI7rWdtkT0S19JgIFR9XDmYh0X9tHDu/BZOpy+178yiuvEBcXx9tvv823v/3tW/1II/gCMEI0voQQRZGE+FCyc1wP0m4HOjvbeenFXwKwfMUG0jMmDL6Nud3l8uzMGkSVQGxcgMvXZVmmtavR0Wc/XNDqVIyeGExtVQd5N4de3QgMDqGpoYGmhnrik/v2/AJUlJTQ1dGBTq935EwMF+xRd/0Z3Qq2/1MhOoxelWwO1+fTnk4LMHH2DLZt86w9Z/u2bVitVlRqFYnpqSSmdxMrWZZpb2mlrqqauqoa6qprqK2soq6yus+MX090tLfT0d5OZYlre05vX6UtKyA4mKDgEIJCQvEPDMAr0Af/QH9ElYoLNhH4lLmzOX/k+BBE7uvY9+EhImJDKM4poyinjKKcUiqLa1xXKdQqZJRE9UWr5rB03QKS0uLwDfLFbHNdk2WltWKwdsDJ88ZydNcZAkP8+elr3+X43vMc2HSUlkZlYLF//35iY2NZv359X53J9u2oVWrm3fk1ImOTbFzTPvjo/zclyzLnDu/CZOwkICSC0VO6Z/6jk5J4bNI/sef9LRTn5HNg0w7HawZvLywWC2ajqc+gULBfjAKsuG8dr//6D9SUV3Dy00PMW7kUWZYpyVXatGKTEhBFcWgJ0XbbBME54b6+usbx9+SMNFLGDN4qVJrXhSxDeKwyeJ88bywP//M63vndNl779fvEJEYyY/6UQfbiGXpXNXpCEAQmzhjHuGkZFBYW8vG7+9i35RB11TXs/mgzBz/ZxeTZs5g+f57TYFan0xEWFUl1eQU1VaUkpPgjCCLhUQmERyUwfd4q6qpLaajL4eaVSzTU1XLj0kVuXLqISq0mdfQYxTZ3/AQMvfUhg8BqkTAaXbf7xCSkK0SjKJvENNfPER8/NaGR+mEZNNv1GXH9EA13KxoWi4XSgkJH1aKitMxpIkelVhGblERyehrJ6enEJST3EfJ7Cnv7oSzLmM1mLp85zcFdnzhITUh4OMvuXsuYSZMHbOMdClSCeggW4zIWyYRFMvVaLijaD1HNgQPbPL4Xr1+/nhdeeIFvfetbI25UX0KMEI0vKRISwv6mROP9916ktraK0LBIHnzw2UHXl2RpQKeom9eqUalEoqL9+rzWYW7D3OdGNXwIjeiubtRWe17dCAgOgtyBBeH2tqnEUaOcrAiHC+7mg9sHeqIgKP3QjtYqAZWoQkRUltkGvuOnT+XY3k956qmnBmwxAlt7zsaNqFQqrFary8qFIAj4+Pvh4+9HQpryoBdFFcgy7a1tNgJS7SAitVVVdLS5Jqg90d7aSntrq8Mbvzf0BgNdnZ2IKhVV5RXUDkHkfs+Ge9i8aTO/+Paf+7wWEOxHQlosCWmxjEpLIikjnpiEKDa9upN3/rSZ6vJaJs8ehwwOa2dZlrFIVvpPQun+VkdPUc5VcU45fgG+jJ46iu2v7gMgdUIiVSW1tDS2sX37dqekXr+AICbMWExC2gS0Oj19r5L+CUf+zYtUluYjqlTMvONup+tWpRLw9vPlrofv5b0/vExzfXcujqgSESw2+msfBAh9K28+/n4su+dudr79Iac/O0LKmAwi42K69RkpibZNBSWvxNWAoteFLyAoxgKgVDJ6bNLZ0UF+Zpbj38vvXdd3f/2gLF8hGxFxCtlY/egSSvIqOPLJaX71/b/wuw9/SnxSrNv7cweuqhp2WCQzneYOwqNDeeZfH+Hhb97Dp9uPsOOdfVSWVHPys885/flh0ieMZ+bCBcQmKaL66Ph4qssrqK0qISFlrNM+BUEgNCKOidNHc9e991BZWsr1ixe4dvECddXV3Lx6hZtXr6BSqUhOz2Ds5MmMnjjRLWtUV9UMO2Li07hy9iDlJdlIkqVPGrVvgIaQcN2wDChbmpqor65R8pbikmhx0RXaH8+QZZnaqmoKsrLIz8qmKDcPs8n5uRQaGUFyejrJ6WnEpyQ7VZaGY6LMHngL8If/99/U1yjE2T8wkMWrVjN51uzb8nwB0KgGd6pzHzJW2UJzUwMV5aXcc8/zHm29YcMGNm3aRENDA8HB7rVej+DvByNE40sKP18DISG+1NW13vb3ysy8xP59WwF49tl/R++GkNcuAh8I169UKQmvkd0PLrPVRLvp9n8mjVZFxoRgQqs7ybvZiMnk/iyqO1ka+dnKACcpLa3fdW4FinWlB+vb/k8tam0+7zJmydQnm0TvZWDt4w+x+eU3uPvuu3n11Vf7b8956in27dvH5DkzuXD8FF0d7XS0tWPwHsDK2DYoRBDw8fPFx8+XhFTnfuL21jbqq2uodSIh1bS19H9dqNVqBFHEYjYjy7LDLlKyWrlkE4QPVeQenRjBqLGJSutTaiwJqTEEhHQHVomCyiEMX3nvHXzw4jYyL+WQe6OQpNGxikOYrDhoudvCFBjiT3RiBOWFVZz+7DIf/PljrFaJ2Sum8K2fP45klbh+LodDO85w/sgVh1VvS1MDBVmXsVqtxI0ag7dPXyKvwJlwtDY3cPnkZwCMn34H/kHOpg0qNdRWVLHj9fdobnAerbW3tCGq7Xa/4oADxPRJ48m5lknWpavsfm8Tj/zLP1Fm02fEJCV0p7oPcG5sKRl93qc3sTmyez9WW2+7t69vH2vdwVBe0IUsy0TGKzPrX/+vB6ksriHnagE//afn+f0HP8MvYPjCxvqrapitJrp6aN0AvLwN3P3wClY/uIxzRy6z/e29XD59ncxLl8m8dJmouDhmLlrgqKbWVfcf3GexSLaBeBxRcXEsvXst1RUVXL94gesXL1JdUU7Ojevk3LjOjvfeJTE1jXGTJzN60mR8/VxfX670GXaERig2tyZjJ3XVZQ73KQD/IC3BYcOnE3GkgcfFotHogL7tfrKk5MAIgkB7axsF2UorVH52Nq1Nzu273r4+JKWnkZyWTlJ6Kn4DaAYcurIhEiZZlsnP6rZ8ra+pwdvHh4Ur72TGgoXDajDSGwKCxynnMtgydSTbhJYygSX1WNbYqkxQDPVe3NraOkI0voQYIRpfYiQmhN92omE0dvHiC78AYPGSNYwbP9Wt7fprm3KCLHPtciUqlUBomA+yLNHS1cjtyIjoDyHhBvwDteRnN1NT2TH4BnRnaTT2k6VhMZspys0DIDH9dhENEQYIMHRaFxG1SotaVAiGRbKALDlsDCVJsnnZK2QrOSONe595gu1vvEtsbCzr1q3j3nvvdWrP2b59uxIiKMsOwXVRTj5//M+fERIRzoRZ0xg3bQp6L+c+b3cyMbx9ffD29SU+JcVmhaps1dHeTl1VNbVVVdRUVlFdVk51ZSWd7e0Ot5WBMFSR+7SFE4lNiiQ8OpSw6GB8A5wFpT2F4UGhAcxdNoPDu0/yyfsH+KefPuomyehboxozNZXywio++PMOWpvaSUyP5ev/9RCCIKBSqxg3Ix2NOpZZS1aTf+MmV09fpiQvh6b6aprqq7ly+jNCo+KJTxlLbHJGPxa3ApJk5cznO7FazIRFxZM6fnqftQqzr3N0904sJjOiSoVktTJ5/myunjqHxWxGsijXotWFaLU3lm5YQ2l+IQ01dRz4aDumLiM6vZ6w6EinWeA+V4ogILg4T642aKip5YKNYILS1jI4+u63otCILENUgh6NVsMPfvd1/v2hX1JRVM0vvvdHfvbSv6F2a9/uoXdVw2Q1YjT3X3UVRZEZiyYzY9FkCnNK2PH2Pj7/5DgVJSVse+sdvHyUa7WmqqRflzyL2flzC4JARHQ0EdHRLFm9hpqqSm5cvMj1ixepKC0hP0vJfvj4g/dJSBnF2MmTGTNpsiPVXJZlp/wMV8ccHZ9KYc4VyotyHEQjMERHYMhwzqJ3t00lpaZisfb9fq0WMzWVJeTdLKYgO4eqMmfreJVaTXxKsqMdKiwq0oMWJeV37+mAHaA4P4/927dTmJvjWDZ/+QoWrbzzlrUz7kAtahR3QwBZuc9LSDbyICNLkq0OrugAZbvz4SDPbrVO+a0M9V7sO2Au0wj+XjFCNL7EiIkO4vIVFWazewPOoWDTR69SVVVGUFAojzzyTbe2UUTggw/8QJlNunKhgknTotH6WrDK7m03nNBoVaSPCyI03EDuzSZM/fQW2+EI7eunolFSWIDZbMLHz4+wyEhkNwmBJ3BHjKoSNWhELSpBhRWr0jfbqwwiOFqolFK/PRCwobYOs9mMZLXy8ccfs2XLFsc2oRHhjJ8xjevnL2K1WFi9alUfIrJt2zZO7DvImkcfICmjhxh+wNk9wZFqK/T4hGazmdqqKpt4vJwqm4i8s90NMmuDWq1m8+bNnoncN29GrVaz4419TstVahUh4YGERYcQFhVMWFQI4TFhRMdGEREdyl33L+Hw7pMc3n2Ch767Fi9fVy1Mg2P0lBQObD5Ka1M7/sF+fO//nkFn6B6IVZeY6OqQ0Gg1pE8aT1LGWIpzmijNv0lx7jVqK0uorSimtqKYi8f3ERmXQvyosUTFpzpyFACyLp+ivroMjVbH9EVrnGZgJUni6pnPyb5yGoDQqAhqK6rQ6nTMWrqQ1qYmcq92B/blXs2kbFYRMUkJ/X4ug7cXK7+2ni0vv8XNS0pqcYxNn9ETsqzMtCOoEG3i7u4BTS8Izr+IvZu2OV3rne3uTSK4QmWREWSIStQTEOzHD3//HP/1+G+5dPI6L//qbb7xH08Med+90bOqYbR0YbK4b8udmBrHd//nGZ74l6+xd5OS6dJQ2wQoA+pDe95l0sylBIU4VygHy9IIi4gk7M67WHTnXdTX1nDdRjrKigopzM2hMDeHTz76kPjkZMZMmsyojAlYpYEJQ0x8mkI0SnKYNGspweE6/AOHl2TIskyhraKRmDoKq1kZEDfVV1NRmkdlaT7VFUVYLc6kKDw62kYs0ohLTkLjRthlf7BKVmWCx82iRmVZGQd2bCfrmvK7sLelAsxbumx4SIYs93AodPzNYTUsA6iUdr3h1kl6efsQFhnpseHI1q1bSUtLI2gIgvoRfPEYIRpfYqjVKuJiQ8gvqL4t+8/NucGuXR8C8PQzP8TLu681oCu4Vc3oAUmSOX+2mKRxevwDh69s7imCwwz4BeooyG6iuqL/gUmALUujsb7eUXLvifwspW0qOS3d4xYnd9G/IFxEo9KgUekQELDKFkyScVD3KUVKK9DR3snH775P7g1l8Jg8Op27HrgXlVqFqcuIVq+jsriUza+8yfLly3nttdcGzKPY+upbbNj4mEI2BFf0SFQGkaIIMrQ1t1BdXk51RQVVZeVUl1dQV1OD3E+qlkarRbJa+51J1xn0+Pr7Yeoyei5y376d8JhoAkODaW9ppaWxiebGRqwWK9XldVSX17ncVqUWUWvUmIxmfvbc75m6YLxCSKKDCY0KJiDEz2lQLSC6FIcXZJY4/v5PP32EsMhgh1C6q8NKVYlzG4hGJ2Dw9iJlzBRSxkyhvbWJ4tzrFOdeo7mhlvKibMqLstFodcQkphM3aiwarZ7r548AMGnOcrx9A7CTImNXB6c+3U51uaKhmLZoHoVZysBt8vxZGLy9iIiNJvdqpiOF2mwy8cFfXmXuiiXMuGOeyzRqUJLjJ8yaxpVTSr5FZLyzYUL3leKev1PPSllhdi5FOUpFMTo+lvLiUswmExazBbVmaI+8ymKlshGdpCcxPZZv/fxxfvu9l9n57gESRsVy531LhrRfVzBaOrFKZszWoenUAoL8eODZddzz5GqOHzjDH//7VTrbuyjOv05x/nUiY1IYM2kusYnpCILoUTp4cGgYC5avYMHyFTTW13PjkkI6ivPzKM7Ppzg/H9hMSHgsCSljSUgZh19ASJ/9RMUpGqSG2koM3ib8A4d/prqhtpaWpiZUKhVNjY2cPnyassJcOjucLZkNXr6kjE5j1JgMktJS8emnHWxocB3g1xv1tTV8uvNjrp47hyzLiKLIlNlzuOOuVfz6R/+mEOz+sjRkux7EliHk+LvN8LtniOkApiB2CIIIwvBoTPruW2DWwgVs27zFszygbdt4/vnnR4TgX1KMEI0vORITwm4L0TCbTfz1hf9FliTmzV/OlKlz3NpuMBG4y22Q6TC2c+NSO+OmhODrP7wzW55AoxFJGxtEaIQXuTcaXTqnBNhaBMwmE+1tbfj0Kuc6iEZ6+m09VkdpGxAFNZoe7VFWyeJ2VcmO3BuZ7Hj3Pdpb21Cp1SxbezdTF8y1BQJKeHl709XR6XEexc63P+DZ//phj2RjEclspa6mhtrySqrKyx3koj8huEqlQlSp+ogx7f8WRJGQ8FDUGi2VJaX4+PnyxPe+g2+AH4Ig0NXRyV9++gu3Re5PPvkksixTUVxCRXEJeoOBkIgw4pIT8QkIQG/QodaqEQUT7a3NNNTWU1NRT11VA1ZLt+A773oRedeLnPav1qgJjQxyEI+eJCQ0KpiAYD/Ofn6ZnW9/1uNzWpSHrO3ZX5LT1Yc7CoKAziDS2aa8t7dvABmT55AxaQ5N9dUU516nJO86HW0tFGZfoTD7CoIgIssSYVHxxI8aZ98TjXWVnNi/mfbWZtRqDUvvXYdaK3Lu0DG0eh1TFyj3A3twn11b4R8cSHN9I8f2HKAkL5+7HroPHz/Xg8gFq1Zw5fR5kGUqS8ps76yIu0XbcSn7VmZZRQZqWbHlm0gSuz/Y7Dgfqx/+Gi/94nlkSaKzox1ff/8B9jEwqkqMyLJMTLKBGYsncf83VvPRC5/wl5+9SXRCVL+J8J5ACeLrwiKqHBktQ4VGq2bRqjkUZBWz+bVPCAwJobmhgcqyPCrL8vD1D2b0xDmMnTQDcG8SqScCg4OZu2Qpc5cspbmxkRuXL3H94gWKcnOpqy6lrrqU8yf2EhQaRULKOBJSxhEQpCRU67y8HDa3VWW5RMYOX9+9yWSiJC+fEwc/B5R2vk/e/9DxukqtITwqgai4FCJjUwgICiM6wRu94faIqq2SjWi4GCO3NDXx+e5dnDt+3EEkxk2ZytLVdxMSEQ7IqFQqLBYLJrMJi9XsXImQwZ4gNFxQibdvWBgabmDjv6zl4K5PeGrjU3y8Y/B78dNPP42XlxePPvrobTuuEdxejBCNLzkCA30IDPCmscmzKsJg2LrlTcrKCvH3D+TxJ/7Z7e0U0aJnNz2juRNJlpAscP1iHeOnhuLte/uEbu4gKETPlNnhFOQ0U1XufG7VGg2+/v60NjfTVF/vRDSMXV2UFiozwMnp6cPstu8MQRTRCCo0Kr1jYGaRTAOmyLqC2Wzms493cubwUQDCIiPZ8PijhEdH2d4IRFTISFyzZVN4mkdxePc+goNDqalQiEVdtWdVCmuPfxu8vYmIjiIsOorQqHDCoqIIiQhHrVbx6q9+B8DMOxbgF9g9qPRU5L5//35HtcouLi8rLKas0NnlSqvTERIRTlhUONMXppGcHkNYjD9tbS08/4OXMXaaGDcjHckqUVNRT311IxazhcqSGipLavq8PyhExGrTPPj4e9HW3MGnW48TGBpAaFQQxi41bc2uv2O9VzfR6ImA4HACgsMZP+MOaitLKM69TlHOFUcQWE1FMfs2vUj8qLGo1VqunTuE1WLBxy+QOSvuJW1CFO/8/gUApsyfjd5LcfWqKi1DrVY7NDLN9Y34BfjT1tpKcU4+b/72T9z10L0kpvW1Fm1ubHRU2vJvZJF/I4tRY5XBukI4uskG0MP2VsZp1CYIjo68yyfPOMTqU+fPITg8DIOXgY42xajgVogGQHWpCVmG2BQDG55eSWl+BSf3X+B/vvM7/rT550TEhA1537LcbdAgSZLi5jUMd5C08YrZgk6v5wc//19OHTrE2ePHaG2u58yRnVw6dYBp8+Yye9EdBIWGDrI31/APDGT2ojuYMW8hNy6VUVxwg6Lca1SW5dNQW0FDbQUXT+0nIDichORxxKVkMGpsBvWfl5ObeZNJs2YO+fNJkkR1eQX5NtvZkvwCrL00W5GxMYSEJxERk0xYZHwf29nhTgd32rcsIclWm8OfUilob2vj2IH9nD50CLNZad1KGT2axatX2QT8MibbhJ1gq36azV19cqmGHQK3THBdQaMRSckIIDRCMZL5f3/6ET/c+BPWrl3LK6+80u+9+Omnn2b//v3s3r17JKzvS4wRovEVQGJiGI2XCodtf4UF2ezY/g4ATz39fXx93X84d3nYNmWWzE5WtmazxLULtUyYForB+4slG2qNSOqYQEW7kdlIV1f34C4wOEQhGg31xCQkOJYX5eUiSVYCQ5RsB8sQ2x8GgkqlxaD2QqPS0mFuQ5IlTBbjkLQg1RUVbH3zbWoqKgGYsXA+S9as7tOXLADIApdOnvHYA33t2rXs2LGjj2BbqVKImE3OD0+nKkVYGOHRUYRHRxERHU14dDS+/n4gCIqo3SZQlGSZkvxCaioqUWs0jJ85rc+x2EXuO958j7i4ONatW9dvBsXcFfeTc/U41eVlBAQHcdeD99Le4mzH21Bbh8lodFQ9Lndrj9HqtOgMOoydJuqqGnjse/cQkxRBUFgAjbUt1FbUU1NeT01FnfL3ygZqyuuor2p0sglua1Za+C6fuMHlEzcA0Gg1+AUqQYb+Qc5/vHz8kWVVvy0GgiAQFhUPskzBzYsAhITH0FhXRWtTPdfPHXGs6xsQwtwV9+IXEEze9Uzqq2rQ6fVMWTCbwqxcdr+zCYvZ7NIsYOu2bajUIh2tbWx+6U1mLp7P3BVLnFqpyvKKACXkr7mhkX0fbSM6IR4vH6XyJdjS7nvC3hoi2D4LdLdNmYxGPtuxC1Ba5hauUhLKDd7edLS135JOoydqyhSyETfKwDf++1GqSmspyCzhJ9/4Db/74P/h5e15H71SyTA6Uu2Vwak0LIO+9AkK0aguL8fL24eVG+5h8arVXDp9ihMHD1JbXcWJg59x8vODZEyYwJzFS0gclTqkNpWOdgsGb1/Sx80kfdxMujrbKSnIpCj3KhWleTTVV3O5vprLZz9ziMdzM29isVgGnbjoiZamJoVY3MyiIDuHjjbndihff3862tuxWiw88PVnGDVmDEU5/Run9DPnMSDkHn9zNCcp1kuOpfZ1LJIFtajGZDRy+vARTnz2OUabM15sUiKL16wiISWlz55BuU+acZ0OPtwQBdUgOjrPERpuICUjAI3Wfi0LLF++lKTtGTz60OPExcWxfv16NmzY4LiHbN26lW3btuHl5cXu3btZtmzZsB7TCP62GCEaXwHExYZw9WoxFusQI057wGKx8NcX/hdJsjJz5iJmzlzk9rYmq9EjMbckSxjNfR/+JpPE1fN1TJgeit7wxV+igbbqRmFuMxWlCpEKCA6ipCC/T5ZGT33GsEIQ0an0GLTeaEQNMmCxmoZMMGRZ5uzRYxzY/jFWiwVvXx/WPvwQo8b03/7R0d5ObVWVx3kU9957r5OY3I6eVQqNVotfQAD+QYEEhQQTGBpKcGgoOr0elVqNWqNWZs7NZlqamhFUAqJaUAYnoiJlP3/0BABjp03G4OXagjk5I43nfvxvXDx+lk8PHnbKoAgICmXCzCUk2jIoEtPj2fn2KzTVN3D4k7089M1nGTNlYvfxWyw01NbZnLCUP3WVdgJiwmRUCFNlcQ2//LZSDdDqNUQnRhCTFElsUhRJGXHMv2sGYTEhyJLMz579A5kXcgkM8efuJ5ZRW1nP7neVFpCAED+a61sxm8zUV9c4hdH1hFqjxds3QPnjF4C3j7/yX19/vH0DEQSBM4d2ApCUPolpC1fR1tLIsT0f0tLUrTtpbapj30cvEh6TSFtzLQBTFsymsriMHa+965ZGZ9++fUiSxOnPjlCaX8Sqh+8jICgIQRAoLVAmR8bPmMrNS1eoq6rhwJYd3P3Ygwiibbglu3aZsrePKINhZWD0+c49DpK64t71aHUKWTZ4K9fCcBENgNpyE8gQO0rPD3/3HP/+8C8pzi3jVz/4Mz/+0/ec8g8GgyzLmKzGPjodi2QelqpGSHgQIeFB1FU3UF5cTGJqKlqdjhkLFjJt3nxyMzO5fvEY509cJPPyZTIvXyYyNpY5dyxm/LTpbtuoyrJMfU0jrS1taDQ6dHov9AZvUsdMI3XMNIzGTsqLblJeep2C7O4kbbPRyO9//FPGT5vK6EkTiI6P70NyTEYjRXl55N/MpiArm9qqKqfXtTodCaNSSEpLIyo+jq6ODt5/8WU0Wi0po9OxunCc6gl7aJ99Lbnn3xR261javab7VRCLxcL5Uyc5tu8A7a0K4QmLimTx6lWkjh04zVu0XUvSUNiQh+iZ4H2r6F3FsMNX60+oTzSjV02juHgRb7/9Ni+88AKbNm1yrJOWlsbzzz/PY489hv8tViFH8MXjix/FjeCWodGoiYkJpqi49pb3tfPjdykqysXHx48nN37Po209rWZ0WTpdO8gARqOVq+drmTAtDJ3+9vTOegKVWiQlI5CQcAM5NxoJtGVp9CYaebagvuHSZ6hEDQaNFzq1F6Ig2ALgTJisXUNKUAZoa211EnyPGjOaux96YFARpMmoiI+H6oE+EMwmE/U1NdTX1FDg0d4VqNQqR7tR7rVM/pr7K9QaNSq18ket7vl3FRazSHB4LMERSuiaWqtDq9UjSVaKcq6iUqnRe2mYMm8WR/d8SnlRCR/+9VUWrV6JWqNx7FvvZSBuVAoJGamoVSoQBaxWK811DdRX13Jk1z4aausweHth6jJi6jJTeLOUwpvOuQYarRq9QUdrcztqjYq7n1jKxDmjiYgJ5eqpm5TmV/LgN+/FyyeRlsYmmurraapvpKWxkeaGRpobmmiub6S9tRWL2URzQw3NDa6JiCCKyJKESq1BFFVcPvkpRTlXMXZ1oFJrmDR7KRaLmeLc6zTWVlJV2v2NVJdVcP7wCY80Op8dPIiMTHlhMW89/2fufOAeRo3JoCRPIRoJaaNIHp3G2797gazL10gdd4Vx06Y4qhauUtgdkEFCoq2xhYs2O9vQqAgnQmjXBnV2DG97aW2FrbKR6s8P/u9ZfvLU85w5dJG3/vART/7LA27tQ5IlzFajS+HtcFY10sanUPfpWUoLC0lM7XaBE0WRtLFjue/xRTQ2VLP5zY/Zu/UglaWlbHnrTfZt28qMBQuZMX9Bv21nnR0dXDx1krPHjlJTWelYHhgcTuqYGaSMnoJOZ8Db25uFKxeAahbGri5yrmfy6ccf09LYRFtLCycPfs7Jg5/jFxhAxvjxhEVF0tbaSmF2DiUFhU4z+vbcj+SMNJLS0wgJC+f6hQtcOHGSfVu3OdZTq1WcPXqM9AlTnSsQva4pk9WCookf3hYqSZK4fv4iR/cccLT0BYYEs+iuOxk7xb00b3ugoTvW0bcEQUQUhiddvG8VQ4FB7YO/IZhgb2VyIiAggG9/+9t861vfoqGhgdbWVnx9fQmyTUaM4KuBEaLxFUFiQtgtE42y0kK2bH4DgCee/C4BAe5bySkicPetGE1WE5ZB+k27Oq1cu1DL+KmhaHVfPNkACAjSM2VWOFfORnFkPzT1yNJob2ujslQZQCanZwz9TQQRnUqHQePtSGeVUGY9TVajE8EQBRGrBxUNV4Lv6QvmuXVTtyfQDtUDfdLsWfj6+SkJ2WYzVosFi+2P4+89l5vty83d65iV13q3EdhJBnSnhg83SvILeOv3fxlwHSXjQu0gIvZZyK6OTkKjIhFEQdGfWCyYzWYsJhPGzi7MJgtmk1INtJitvPmbLfCbLYiiiEan3KY//MsOUsePJSAkGP+gQMKjI4mKj0WlVqHWaFCpVMgy1Fc3U1XSSEdbC22tTbS3NNHe2kR7azPGznaHNsZqMZOXed7p+K0WM1fPHLJVPwLwCwylvPAmFlsfef6NLFQqlccanWl3zKPwZg5VpeVse+0dRk+eSFdHBxqtlojYaFQqFbOX3cHxfZ9xYOvHJKSm4Ovv77J9qi9kdr77gWPwuO6xh5yuZ3tFo6Nt4IrGUIaYdZUmZFkmZWw8z/33I/zxR2+w6ZWdxKfEsHjNvAG3HYhk2DFcVY308cmc+PQspUWuabzRaCUhJY4f/M+3+Pr3H2fnh3vZ+vYn1FTWcXDXJxzeu4fx06YzZ/FiouO6A/Zyblznw1dfwWwysX79+j6tiFu3bePy2U9ZvOphZi6YgqiWsVgVvci4qZORJCvb334X/6AgwqOjyL+ZRUtjE2eOHO1zjP5BgaRkZJCUnkZi6igM3l7IQF7mTf78s59jMZtdHsO2bds4smcfs5bcQ1RcSp/9ArbfxPCRDFmWybl2gyO791FbqZi1+Pj5sWDlcibPnuVRmrejojEMHQsDQSXe+jO2vyoGgFZlwFfnT7hvTB9CIwgCwcHBI2F8X1GMEI2vCEJC/PD1NdDa6pnjkx2S1cpfX/hfLBYzk6fMYe48z3oiPRGBe+JM1dFu4dqFOsZPC0WjGZ7ZlluFSi0ydkoCAM0NDY7lBdlKimt4VFS/ibkD7lfUoNMYMKi9HDdiCQmTxdTvgEQURNyhGYMKvnuhraXFllehWMxWlZdTW1k1pDyKLVu2EBoRwZoH7r/lWSoJGatkRpYkLBYrFrOFrq4O3nz+T3S0tbNw9UriRyUhWWSsVjMWi9WJoFjMJjo7TDTXG22CcwtWqwXJasFqtTqW2f+t1ijL2mz2tgBavR6VKDpIUk9Ru51E2QfmPZfXlFd4/nklCWOn0g7UUFvP6YNHBtmiBwRbRopKjUqlRiWqHBUCjVbJ9jCblCqV3V5YliVMxk5Mxk4a66r67FKtVnus0Vm3bh2Hjh7hkX/5Bsf2fsb5w8fJvHgZgLDoSMega9bSReTdyKKqtIxd72/ma88+ZXPa6j+kTxAESvMLKclTBtBjpk6yufV0o7t1angrGnbUV5mRZZi7chqleRVsf30/v/+vV4iOj3ToI3pDkq2YrCYGu2fahcSD2aMOBrsg3G5U0RvGHvozvwBfHn72Pr721HqO7D/Jpjd2cP3iTS6dPsWl06dIHJXK7DsWo9FqeOeFv7jVQrd/++uER3mR0MMUoKuzy/HxmxsanO6lrmA2mZBkCbVWhagVsUhm8m9ms/nlN9xr49v9PgvuetAl2ZCGUQxelJPHoU/2UlGs2FPrvQzMWryIaQvmoNMaPB7Q238ft1ujcavXWH9VDAC1oMFPH0CwdwQ69e0PHBzB3xdGiMZXCIkJYVy9Vjz4ii6wZ88mcnNvYPDy5plnfujxgNDd7AwZ6DR3eOTR3d5m5vqFOsZNCUH9d0I2ImOUwUxLUwPR8T6UF7eR72ib8qCaIQhoVXoMGm+0qm4BtiRLmKxGzFbTgOfKnVL3QIJvi8VCXXW1LQyvwmE1297a5nJfsiAMKY9iydo1t0wyZJQALLA5bmmVvIq8mzfpaGvHx8+XaQvmOMLoREHlpGtUROMSDTUmWpvce2iHRGrx9lUenCcPfM7RPQcwG43cvfFxksekAzKSJGExmzHbqjFWq9VWmbFitUpcP3eBS8dP4x8UyMLVK5GsVkeFprWlhfOHT2A2mQgKCyUxfRSSVULGgihYMZu7aK5voSSvHOh2pBqwnQgcTlB2IiX3cIYCMJucq4/9OYD1hsVi8Vijc88997B582bMJjOL1qwkLiWRHW+8j2S1UlVSxo3zlxgzdRIqlYpVD93HG7/9IwU3s7l08jST58xCFARHFkBPyiGgkKZP3v1I+cwaDcvuWatU/GTFIlcQerZODZ9Gozcaqs0gw/3fWE1ZQRXnDl/hp9/8LX/c/HNCI5xnaa2S1WaA4d490CJZEFWqW6pqjBqThCgKNDc20tLUhF8vBx9XIaVqjZrFq+azeNV8Mi9ns+nNHXy++5gjpE+lUrFs2TK3W+g+eOVl1j/+KOXFxRRkZVNeVOykOxAEgeiEOBLTUklKTyUsOpKSvAKyrlwj5+oNOtrauXTyNJdOnkbvZSA5I52865lut/GtuftuPj+wmTWP/DNanfNgd4hdqE6oKC7l8K69FGYraeQarYZpC+cx646F6L2U95OQEFF59E3aW6dup0ZDFPs3kBgMA1UxQHEs9DcE4631JcDQN1NlBF99jBCNrxAS4kO5fqPE49mZyspSPvjgJQAeffRbBAV7ZnGotPO4JwI3eygYt6O1xcSNS3WMnRLikdDydiE8SrGxbGttJyxSTWh4KL/7iVLRcEefoRLV6NRe6DVeqHqQBatkVQiG5KZblSA4shB6o7fg28vbi5mLFqHWqPnkw01Ul5dTW1XteqZMEAgODe3l+BSFTqfjD//9M4/yKADGT53q3ucZAJLcnU/h+IzIXDx2EoCJs2c4JV5LsqTEAdriJ+wtZ51t7s8MmrokB9GYtXQRTQ0NXD19nh1vvctD3/o6EbExCIKAWqtBre0rpBQQCA4N5tqZCzQ3NOLj50tscqKyb6OJd//4V8wmE2HRkTz87eccAmbH55Nl6ipNbHvjLzTW1nDXg/eTPnEsrU3N1FXVUFtVRV2VIgyvLa/EarUiCEIfJ6jNmzezbds2ZHsqsCQhiioSMyYQGBLZo5LTXdFprKumuqwAlUpF0ph0zEYjRdl5Q9bomIxGDN5eJGWkodVp6eroVDIO3v2Iotx8lq5fQ0hEGItWreCzHbv4bPsuElNHERDSY3DSq7hx8fhpR6Vp0eqV6PT2wE8ZSbYiIKL3UohGfxktPc62R5+rNxpqlMrGN3/2GP/15POU5Jbz3//0W55/97/RG5TjskoW93/b9qMahqqGwVtPXEoMRTmllBYVMmbiJKfXXRGNnhg9MY2f/O5fee6HT7D93d1sfvNjzCYLr7/+utstdLGxsbz/15ecXgsMDUGv11NZWkbKmAzue8Y5ZT1lTAYpYzKw3m+lODefrCvXyL5yjY62dm5cuORRG99rr75KbFwcBVlXSJ/gbKd7KxWNuqpqDu/eR/aV6wCIKhWT58xkzrI7XOjeZJvuxv1nmL116nZqNIZ6bYWGG0hOD+i3tVlAwN8QjEalJdwndkR38Q+KEaLxFYJOpyEqKoiysvrBV7ZBkiRe/OsvMJtMjBs3lTsWr/b4fd0VgVslK10e6Dh6o7nJROblesZMDEFUfbE3LIOXnoAgP5oaWqgqq8E/0JeaqioEUSCph9iyt9+/1qa90KqcE9AtkgWT1TiobsUVREGgp6mK1WqlpKCAfVu2U12uzISr1Go62jv4fNfuPtvr9HrCbUQiIjqK8OhowiIj0Opcp7Tf88RjfPDSK4PmUWzcuNGRR3H++Anmrxi6RWFPotATVWXllBUWI4oiE2dN77OVJEtK1cc2I27qkrB4wHNNXc4zrsvuXUdLYzNF2blsfuUtHv3nbzjldfQ9bhmdwcCYKRO5cvocF4+fIjY5EVmW2fPBZmrKK/Hy8WbDxsf6kAyAtmYrHW0SIRHxNNbWcPNiDiFhqRh8fIhP9ScxfRQyMoVZOWx79R1WrFgxYAvJk08+yb59+wCQJCv5Ny46tBj+gSH4BYXiFxiKj38Qn219DYDpi+5g7p0L6Whr5y8//t8ha3Ts11N9dS1dHZ2o1GqmLZzL6YNHuHbmPBVFJax9/EGmLZhLzvVMSvIK+OS9TTz87WcBAVmW6GzvwGjsQqPVotXpOLRzDwB+gQFMnjer7/mXJfReemB4Xaf6/ay1ZmTU/PB3z/Lvj/yK/MwifvvvL/Afv/tnrLJlSL9vGJ6qRvr4FIVoFPYgGja74I5OsyMMTpIVy2glKFF22EeDhFeQlge/tZZD+44ze9pcj1voPv74Y5Iy0pQ/6akEBAdRXlzCm8//iZK8AqxWq0v9gkqlIildqXSsuHcdJXkF7HjzPe66806PjmH9unV8evAIaeNnOA16h1IsaG5o5OjeA1w7e0GpMAoC46ZNZv7KZQQE969vtN+T3P0mb3tFYwgi8MGqGHb46oLQqDSE+USjVn2xdvUj+OIwQjS+YkhMCPOIaHx6YDs3My+j0xv4+rP/5vGMg7sicBnosnge5tcbjfVGbl6tJ2NCMKL4xZKNiJhwmhpayM8qoqFe6S9OHzuKmQsSyM1spL1NGVSIggq9xgu9xrvPTJZZMmOyDK3KA4qDVEVpMeUlxY507ZqKyj4PJavFAoJAUEiIU4UiPDrKYTfqLlJGZ/DA159myxtv9ZtHsX37dtQaDXMWL+H4Z59yaPce4lOSiU9JHtLnVFLOna8dWYaLxxSnobQJY/Hxd6WLkZ3ORYcH1QxQiIYjuA8ZURS4+/EHeP+PL1NbWcWml97goe98Hb2h/75jGZnJc2dx5fQ5sq9cp625hatnzpN1+RqiSsW6Jx7GPzCgz3YWi0xjrXINhUclknvtHNXlxXS0S3S0S1BtRqcXEVRdfPL2R261kOzcuZM1a9Zw4NNPUak0mIydNqF4E5UluX22EUSR9vYWrp05T1BYKMFhoWzZssVjjU5IeJijfaQ0X9EJRCfGMe/OpcSPSmbXe5uor67hrf/7M0vXr2XVg/fx6q9+R2lBIScOHESr03P51Bnqqqod+/Xy9nZoYe7uJQDviZ4aDdt48LaiqdYCsoHv/+YZfvbsHzi+/yxv/2Uz9z+7asj79KSqYW+rk+zxcLIMskzK2ETYcoiSgnzlni13W7S2tZvoNOvdOpaWplbKCiu451dDs7m+84F7HO1sAFGxMXh5e9PR3k5ZQRHxowa+R4iiSFhUJO1tbUNu4zMZO9HpuwfJngT2tbe2ceLAQS4eP+WoMqSOH8PCu1YQGukO6ZFsWTDuXYh2ZypPg1jdhUr0LDtjsCqGHd5af/QaPb66QHx0Ixa1/8gYIRpfMYSH+ePlpaOjwzjoujU1lbz7ruLv/9BDzxEW7loYPBDcFYEbLV0euSMNhPraLrKvN5A+7ouzwGttacNiUkKmfva93ziWV5XVsG/7HpavXYK51Zeywjb6DJCxZWBYjW6fE6tV0VJUlpVRWVpKVXk5lWWltDY397uNRqMhddxYElNTCY+OIiwqEl0/VQpPkTI6g+/89MdcOXuOw8eOOeVRhEZEsGTtGibNnIWvjz/tba1cOn2aLW++xbP/9kO8fXw8ei/lsdx3Nq+zvZ0bFy4DMHne7H63t7eVCYLgMdGQZDCbZDTabm99nV7PPc88xju//yv11TXseP097v36405tW70RFh1JTFICZQVFHPx4NzcvXgFg2T13O1qpeqOxxmQvxCghe0BzQw1dne3oDcpAzdglkX3lImYP0tpfe+01YuPiGDN1PnEpY2hprKOlsZbmxjpaGmppbqjB2KXM/suSxNVTZ7jaI4xw69atHmt05q9abk99pMxGNGKTlM8dNyqJx773TfZ+sIXCrFz2frSFjEkTWHDXCj7d9jEn9h8EQWBDL0chezuYIAiO8DNXMNgGtR3t7Y52KgGhz9hqOI1Nm+os+AdH8eS/f42Xf/YeH/xlOzGJ4cxZ3jdIcjDYIhwwW80gAoKdI8g4/ufIeeg/3yFlnHINlRcXI1ktTtaqJmM3oR4MnR23ZnNt6jI6EQ1BFEnKSOP6+Yvk38welGgox3trx2A2GZ2IhjvFgq7OTk5/foSzh4458loSUlNYuGol0QlxHh2HJFkRRfeGX91i8NtT0XC3bcrdKgaAXu2Nt9YHtaglxLtvxXsE/1gYIRpfMQiCQGJCGDcySwdcT5ZlXn7xlxi7OklPn8Cy5euH9H7uiMAV3cHQW6ZcobaqE1FsJHVM4N+cbJw5coEff+sXdHZ0sX79+j6pyH/539d44/cfsGnTJpYunsCpszdpa1Vco8w2gjFQBkZ7WxtVZaVUlpVRVVZGZVkZ1ZUVSlXCBYJCQ/EPCqSmosIh4p6+YB5L717TJ+F7OGHw8mLmwgXMWDDf0dKi0+kxeHspugWVFkEQuPuBhygtLKSuupod77zHg88+4/Z31lMA3htXzpzDYjYTFhVJTGK8y3W69yNjNil/PIWxy4q6l5OKb4A/659+hA/+9AoleQXs+2g7dz54zwCfS2bS3FmUFRQ5SMbkubNctHsp6GhTWqbs0Bm88A8Ko7mhhpqKYuKSlWBF2ZbwvcFDJyilheQwo8ZOIywq3kFkAAqyLnPu8CdodHrGTJ2PILTSUFNDfVUNbS2tyLLMk08+yc6dOwfV6Dy1cSNqjYbR0yYCIMmyo6IRm5zgWNfb14cNGx/l3JETHNt9gJuXrlCSl48gCixbtozXX399QEehra++xYaNj5GUkUpv2Csaxs4uJKsVUaVcV4p+5/bdO5rqzMSnTGDlA+Xs/eAwf/jP14iIDSN5dLyDPPRMlcaun7ETBXtOXA+SLUnSkCu5sclR6A06ujqN1FZVER7VY2JJljGbJLdsxA1eymTFkFvo9H0nO5JHpytEI/Mmd6y5c9B92dvwhnoMGq3zMQxU0TCbzJw/doJTnx5yGApExsWwaPVKEtP6Xm/uQEZCQsadBqpue9vhr2gIgnsi8JAwxVHKnetDo9LhqwsABMJ9Y4bFNncEX26MEI2vIBLiQ8m8WTagM82hz3dz9eo5NFotz37j390KDuoNJTRu4JYfCZlOy+2xlayu6EClEkjJ8GxW61Zw5sgFfrjxJyxbvpzXXu2/F37jxo2sWrWKdze/yfQ5Y7iZVU5eTjXWHgTDarXaqhTdFYqqsjJamppcvrdWpyMyJoaImFgio6OJiIklPCqKi6dPsXfLZixuJnwPNwRBwMvHGy8f755LHUFjOr2eB5/+Oi/88n/JvZHJqc8PM3uxe4nzrgTgoAy47AFtU+bN6vdhKcuyY+DW0TqE9jRZxtgp4e3X92EZHhXF3Y8+wNbX3uHG+Uv4Bwcyd8US17sB4pISHPayIRFhLF7nupVGkmQaavoKhsOjExSiUV7kIBqmrk6aGmqHrYXEarWSeeEYAKMnzyVjwgxiUpSWGmNXFx/99XWqS8vZt28fa9as4bXXXutXo2NPBtdotXz8+vsER4Sh9/KivbUNUaUiPC7a1kKiQBBFpt8xj9jkRHa++T5tLa2sWL5iQELT09Vo59sf8Ox//dDRomWHoce/uzo78bJV1BSyLzgMA4arpqHwB+W6a24wM2PJMsoLq7h6Oov//c6f+MW7/0pgyNBaSSTZiiCrh9T+pVKJJI9J4MZ5xfHJiWigVDUGG0g2N7aw7c09aDSaIdpch2Pw6jsjnpSeCoJATUUVLY1N+LloJewJg7cXoRHhQ2rjCwgK6+M65aqiYbVauXL6LMf2fUZbcwsAIeFhLFi1grTxY2/dqtvNqoaosgf2DX9FYzAS4EkVA5TqiL8uCEGAQEMoBo334BuN4CuPEaLxFYSXl46I8AAqq1zP9jQ01PL2W38E4P77nyEqyrOyrx2d5sHFlSbz0BOs3UFFaTsqlUhi6u3vAW1taePH3/oFy5Yv5+MdA/fC79ixg7Vr1/L0o8+y5fibGPwlZLGCc0cyKc4vobKslJqKCifL0Z4ICgm1kYoYImNiiIyJJSA42IkQtrW08OGrr5B9/RrgfsL33wKCIDr1/UbGxrLqvvvZ8f57fPbxTuJSkomJH/i6608ADpB/M5um+gZ0Bj2je6RAD4TONiseNenbZphNRteOXgCJGaks3bCaA5s/5uT+zwkICmLs9Ml91pesVna9t8mxnUan6ze0q6nOjNXFZREWnUDOtbNUlxc5lpnNCiEZaguJxWRyIhpF2Vdob21Cb/AmZfRURLVyroxdXWx+6U2qS8vRGwzMWbmEQ3s/61ejs23bNsd5MhmNlOYXOioZ9vPx8s9+S3B4KMHhYQRHhBEcHkZIRBiRcdFMnDODE/sOeuRqFBcXx/VzF5m6YI7T66JKhc6gx9jZRWd7h4No2A4QCSsi4oA8o7vq0N/rPXKne03wtDfL3Pnw/dRW/pXK4hp+892X+O9Xv4tW57k4Vsb9FidXSB2XqBCN4hImz3YWz7u6zu1oqG1i65u72f3hp3TZWqeGYnN9x913uTx2Lx9vouNjKS8qIf9mNpNmzxhwf4IgMHH2DI+PYdv27UycubTPMfSsaMiSROalKxzZc4DG2jpAMRuYf+cyxk2bMqRJOVewT4EM9k3eNo2GIAyYOu9JFQNAQEWAQXlG6dReBHmFDdeRjuBLjhGi8RVFYmKYS6IhyzKvvPwbOjraSE7J4K5V9w1p/5JsxTSICNwsmTFJg2tFbhWlRa2IKoH45Ns7wN679TO6Oo289qp7vfCvvPIKsbGxrJ/7KO2trkmZVqcjIjqGiJhoImNiiYyJITwqekBxMUD29WtsefMN2lpbUavVLF+/gakDzOz/reFqpmz6/AXkZ2dx7cIFtr7+Js/82w8wDPA5XQnA7bhwVLG0HT9jar/tYbLcPQC0WGSMXbYsBnfIhtw9dDQbZWRJRnC0rDgf04RZ02mub+TM50fZ99E2fAP8iE91DgU79PEeinPzUWs0WC0WKotLqS6v6BOYaOyy9pvxYW9vammspaujHb2XNyqVch0OtYWko01EEK1otSKCykrmxeMApE+aY0sbFzB2dbHl5beoLC5FbzBw33NPEh4TxegpE7hx7hKHjh5x0uiEhIexYPUKEtLH01RrpbWxjuamOsymenKvXqWtRUlt72zvoKygmLIC5+wfnV6poGzYsMHzYMBjR5kyf3af34HB2xtjZxcd7R3YUy16kgerbEVCUrQbjjRyzysc/VWRrSYt9379UV79xV/IvVbISz97j2/+7LEh/V5vpaqROj4JgLKivnlLrohGXXUDm1/7hL2bDmIyKsL7lNGJrH9sJX/52Ztu21xvtLXQjZs2pd/1kjPSFaKRmTUo0QAYP30qx/Z+6vYxPPXURtQqNUnpE/q8LknKd5efmcWhXXupKVcyh7x8vJm7fAmTZs9ErRnu4ZKMJFkHrSrcrsA+lah2eR/0tIqhQMDfEIRKVCMgEu4b83fzLBrBF48RovEVRWREAHqdhi6js53iiROfcuH8cVRqNc9940eOgYqn6BxEBC7hfvr3cKA4vwWVSiAmwfe27F+Fmk/ePzCkwc+OHTsAiIqNICUjkeT0RGIT4kAIRKcP8GiGzGw2s2/bVk5+fhCA8KhovrbxacKjojD9Dc/3wHA9UyYIAusfeZSy4mIa6+rY9f4m7nnqMZczev0JwAEaauvIv5kFgsDkOTNdrqOg+/rsmZ0hMwjZkGWnK1uWwWSS0ekFx797Y96dS2lubCLr0lW2v/EeD3376w4HmqtnznPB5o616uH7yLp0lazL17h4/DQr71/f431kJfitH+j0XgQEh9NUX01Z4U2MnR3k3rgw5LR2/8BQDN5emLpkujoslBdeoqOtGb3Bh6QMxf7UajGy5eX3qSgqsZGMJwiPUciR3mBgyvzZTJ43i66OTkxGI1qdDr2XweHSZe4yodFEERQWhYxMzhWl+rZ+4yN4+/lSb8sAqa+upb66hqa6BoxdygTGUNvBOtvbHQJwOwxeBpqAjra2/iusNmIqC+47AjltPkiIok4fyIanH+S9P7zB0V1niE2OZO0Tyz1/n1uoaqSOU4hGTUWF4/uyw9QjHby6vJbNr+5k/9bDmM1KeS19fAoPfmM90+ZPRBAE/IL8+Mlzv3Hb5vq+Z57o09bWE8lj0jm69wCF2blYLZYBzRVASdxe+/hDbH75jUGP4SnbMSy868E+bVPK5y3m8J7PKSsoAhSyO3PxAqYvnNevzfdwwJ0Av+6KxvB2Bri6R3taxbDDTxfoCJwN8YnsY98+gn9sjBCNryhEUSQhIYys7HLHsubmBt547XcAbNjwBHFxQ7MahcGzM4zmztvaMuUKBTnNiCqBqFjPXI0Ggo82QJmd6dRSkFfIL//3Vx5tb7d03HL0DSJjnQmKJMmUF7dRnNeMO+6KVeXlfPjqK1RXKN/p7DsWs2L9BjQaWwuGIA5PxO0tQuzVNtUTeoMXDzz9DC/9+lfcuHSR5ONpSv5Bj0HaQAJwgAu2gL7kjFQCQ/tJmu1RzQDobJN6v+yabPQiGXaYuiR0ehHXryr6gpVfW09rUzPlhcVsfeVtHvnOszQ1NHJg88cAzFm+mNTxYzB4e5F1+RqZFy6xaPUK9Lae9dYmKyZj/xeCLMt4+wXSVF/NuSN7sBMpQRSH1EIyfsZifPyVR4DJaKYwWyFD8aNm0tYogNDOxRObqKsq60Eyovt+dkHA4O3lEF07liMQGKqmulRp72pvbqS9tQVRVBGbkohGq3WQFjusZjMluYVsffXtIbeDGY1G9L2OxeBJOrj92hFwm3AMRjLsiIhJYvn9q9j7/k7e/+PHRCdFMG1B3xn2wTDUqkZweCDBYYHU1zRSUVpKQkp35c1klKgoqeajlz/ms4+PYrUov8GxU9J58Ll1TJo9zoncTJ07gW/86Ju88puXB7W5vu+ZJ0jKSBvw2CJjovH29aG9tY3SgiISelUFXSE5I417n3mCHW++R2xsbJ+gSvsxqFRqFt71IJFxzvtsqK3kypmDVBQr1s5qjZqp8+cwa8kiJ2es24fBA/y6NRrDV9FQRODd7zm0KoYCb60veo3B9nc//PX9Z4iM4B8TI0TjK4yE+FAnovH6a7+jtbWZ+IRRrF33yJD3q4jA+7/pma0mzEMMprpV5N1sQqUSCI8a+kNCJWgI9g4n0i8Ob63SjlVUXwQMvRfe1YhAFAViE30JCtWTe6ORlmbXicGyLHPq0Ofs3boFi8WCj68v9zz+BGljxznvD6GfGsDfFuIgrQCxCYmsWL+B3Zs3sXvLZuKSkwmJCneQpP4E4KCkaV85cw6AyXMHsLTtQQgkqyLo7rtOr/7ofkgG9AjuG2A8qdZoWPfkw7z3x5dorK3jo5feoKO1DclqJXX8GGYvUwTwMUkJhEZGUFtZxdWzF5i+cB4Ws0xTnevfjLGzg4Ksy+RlXqCtucFx9MHhMajVaqrLi5BF0X0nKFsLSULqeMfykrwrdHa0YPDyZey0qZiMFo7v20RjXRkarZ471j2M3hCOqUtCq3e/AqczqPDyU9HRYqWmsgSAoLAoOttVaFx0vKk1GiLiYoBbcDVyMQPtyNJo8yC0z0Y4lJ9u/yN6d0mGHWOmTKe2vJrzR87wpx+9yc/e+j7xKX0J3MCHNvSqxqhxidQfbKS8qNhBNOqqq9n14UEunjrnsFGdOHMsDz63jvHT+zeWiIofNaDN9eK7VzN2+qRBW0HBZnObnsq1cxfJv5nlFtEAhWwsWbeaXe9vYucnn7Bly5YexxDO9EXLiY4fj1bXnRPS0lTP1bOfU5yrpHkLgsiEmdOYt3IpfgF/28yHwQL8bkdFo2e71lCrGAA6tZfjGakSlGC+EYygN0aIxlcYvr4GQkP8qK1r4czpw5w6eRBRVPHcN340qMZgIAwkApdkia4vuIUn50Yjoih4PDvjrfEj3DeGEJ8o1L3cQHxsAtKhDn68vPt/0Hr7aJgwPZTy4jaK8lqQepQ32lpa2PLWmw7Bd9rYcWx47HF8XQi+BVGE22CB6BkGFhjaMWfxEvKzssi6dpUPXnmZb/7oPxE1IpIsDVgJu37+IsbOLgJCgklKH9Xvek7VjHbJZbsTYBusMZDOFwBTl9xvNaMnDN5ebHj6Ud77w4vUVSrhciGR4Yr1rW3AIAgCk+bO5MDmHVw8fppp8+fQUG12OkZZlqmrKiX3+nlK8zMdQlC1RovFJgBHlh3C8LiUsezff4A1d9/Na260kMy7837HwMtqsTi0GRmT5yDLEqc++4jGujK0ej33PP0E/kGRdHVYaW2yIIoCem8Rg7eI3mtwi9iAYDWdbVZqKhRdQFhUHM21ZmRJxj+4733I4O1FSHjYLQcD9oS9auRWRaMXZKX85bK64SnJAOX7n7/qLuqqainKLuDX//wiP3/7hwQEedb2OdSqRuq4RE4fvEhZUTHVFRUc2/8p1y9eclQVp86bwIPPrWf0pIGtWzs7LBg7rQPaXFtla78tkK6QPDpDIRqZWSy+2/2Aw5K8fAAmzp7OnGWLMXUZ0ep1GLy8qCk30dmu/H462lq4du4w+TcvOfJ14keNY/z0RWRMjEajGx6ht2cYOMBv2DUaNhH4rVQxADSi1mZjqyDMN1rRfYxgBL0wclV8xZGYGEZhYRmvvvpbAO5e+xBJSQOXsAfCQCJwGSX9250B2e2ELEP2tQZEUSA4bOCZNFFQE+wVRqRvPD76/meygoODSUtLY+vWrR4NfrZu3UJ8cix+AQMPIgRB0ZcEh+rJudFIc5Opj+B75YZ7mLXojn4HdiIqrHwxlSTHMYj9t031hCAI3PP4E/zpf/4f9TU17Hj/Xe574im6LO30N+SXZdnRNjV5zkzHwN3Vej3R0TrwA1qSBp8ZNptkJKvsVoZBQHAQYdGRFOcog5+wqMg+gvXRUyZy5JN9NNXVc/NyFt4+SnidydhFUfYV8jIv0NxQ61g/MCSClLFTiR81jv2bXqK1uYH6mnI0Wh2zlqwnOiGVhNRxfP7pVmLj4ljvyglq+3bUKjXz7vwakbHJjnNVkHWJzvZWDN6+xCaN5uieD6irKkWj1XP3448RnahUGHz8VYqLVJdMV4dES72V+iozei8Rg7cKvbeIStX3/Kg1Ir6BamptRCM00iZqr7cgSRAY6vwYqqusxmQ0ehwMuG37dhauXuHyuzTYiH5nu2uiMShhcNFONRSSYYdKpWLVww/w3h//Sk1ZHf/3g5f5z79+G63WfScqpaohObXAuINRNkF47o1Mbl6+4liePn4sz/3n10gb515LbVO9cwW2t821kino2TlKSk9FEARqK6vdsrkFxSUq/2Y2oDjveXl7O7U9WS0yxq4Oblw4Rs61s1htlm5R8alMnLmYwBDl+pJu4fu8VVgHsLod7oqGSlAREu415CoGKM9Nf30wou235q8Pxlt7e/SRI/jyY4RofMURHRXE22//keamBqJjEthwzxO3tL+BROBmqxGLNISsgtsASYabV+oZMymEwBB9n9cNGh/CfWII843pU71wBUEQeO655/j+97/v2eBn23a++aONbrc4GLw1pI3357f/+RJ7t+4FugXfEdEDl6XFvwOXD9HNlFkAbx8fvrbxaV55/rdcOXuWpLQ0xs+Yasu+6PtQLS0opKaiErVGw/gZ/bvXOFmNSsqguN91Zbu/0MACYPsAW+81+Dk++/lRinPyHZkZmRcuExYdyfRF8xzraHVaxk6fwoWjJzh/5CRjp2rJu3Ge4rzrjmBGlVpN/KhxpIyeQlBYFIIgkJ95kdZme+iYnmX3bMQvQPFRioxLYdXD36Ew+wqfHjzs1MYSEBTKhBmLSUib4NRCIlmt3Lx4AoC0CbM4cWCzjWToWLjqIaJsbUx2CIKAziCgM4j4B4PVKmPskOjqkGiqt6DRCBh8FOKh1nSfK1lupaOtBUEUCYno3mdbowUkmcBwDRaLhTOfHubMwaNIkoRKpXK7HezJJ58EWaaroxNZkvqQULtGo2sIFQ0n9NL+3AoM3l6sfUJptbt5IY/Xf/kRz/zngx6ZQ0iyhCCLblc1cq4VsP115b5iMSuTEqMnTWTe8qVExsSQnNGP5skFehON3lB+w56dK4O3F9EJcZQVFpOXmTWI2YOCyrJy2lvb0Op0xCYlOL1mMhq5ePIQmRdPYDYpDoihkXFMnLnEKaQS3EsHv33oP8BvODUaao1IxthQIqKGTgoERAL03VbrWpWeYG/3DFJG8I+JEaLxFceBA/s5fGiPMlD+xo/Qam/NDaI/EbhVtmIcxO72bw1Jhswr9YydHIJ/oA4BkSCvMCL84vHXex7y99hjj/HjH/+YjRs3smPHjsEtHZ/eiN6gZ8WGxW6/R0F2ET/5zq8oyC4CYOHKZdxx19puwfdAEAQEQXS0BPztIQwoanSFhJRRLF1zN/t3bGfXhx8SGRdNaGQkVsnSh2yct1najpk6ydEK0xu9Z1A7O/prm5Kdl8sM4DakrGjqktB7Dfz58m9kcXTPpwAsXr8aq8XCoY/3cHjnXvwCA0if2K2rGTt9EheOnqCiOI+K4jzHcv+gUFLGTCUhtbuv3Gq1cvH4XvJuXHCspzd4O0iGHVqdnrTxM0gdNx1jVwdmkwmNVotWZ3BJdvMzL9DZoVQzSvMzqa8us5GMhwkKi0KlHngEq1IJePmq8PJVBkNmo0I6GmrMSFYZvZcKg49IWaGSoREUGom6lzijrdlKZWkJpz/bRUONUsWJTU4nOiGd/fs/GbQdbOPGjRw4cABJkjix/yBlBUXc+eA9+Pbote/WaNxaeGhPkiH0+P+hIiQinFUP38+2197h4LYTxKZEcecDi9yemHC3qnHzUi6bXtrFpRPXnZav2LCemYsWOP5t6pJQ+wz+G7ZaZVqbBq6eDnUGPnl0OmWFxeS7STTybtwEIDF9lMOpymK2cPHEKU4cOEiH7TsPDI5gwszFRMWPcnl+ZesXW4nvL8CvOxn81u7rQWE6kjICCPS5lcqDgL8+CLXDrVJJ/xY9vO+P4B8LI0TjK4yWlha+/vWvA3DXqvtJTR17S/vrTwQuA13mzi+8ZcoVrFaZ7CstLFk4idSYVLRq15kL7iAgIIBNmzaxatUq1q5dyyuvvDLo4OcPb/4KX7/BXbBkWWbLWzt54RevYTKZCQwO4D9++y/MXDCVytJ2CnObsbrxIBQFlVP6+N8S7rZN9cb85SvIy75J/s0sNr/2Jk//8HtotFonstHS1Ey2zRp18tz+Bx+9r8HeblOOtVydSlsvfu/Bo33dgQLNAOqra9j17iaQZSbMmsakOTOQZZmm+gYuHT/N7vc24+vvh0an5fLJs2Sev+zYVhAEpXoxZgohEbFOA6HO9laO71cqDaAkdmdePE5rcz2dHW0YvPpeX4IgoNd7OYXx9YbFYibzklLNUKnUDpKxwEYyEMDTlmuNTkSjE/ENVFrSjJ0SHa1W8q4WAEoWSM8zbDYZuXrmEHk3zgNg8PFhypwVRCdmKNUTvRefH9w+qKvRPU8/RktTMwe3f0Jxbj5v/vZPrLh/PaPGKUJmB9G4hYpG72vLXgu7VcKRPDqNBauWc+STfbz9/FaiE8OZMHO022Sjv6qGLMtcP5fNppc+4drZLEAZtC64aybGLiMnD1ygraXFaRuTUcLF5dQHrU0KkewPMkOv/CRnpHNk936KcvKwmC2D5lfkZyqfLWV0BpLVyrVzFzm69wAtjU0A+PoHMX7GHcSnjBmQkLnj/Hc7ISO5DPC7VY2GWiOSkOZDSLgenaZvdd8T+Or80aq7JyuDvcLRqQcX+o/gHxsjROMrjB/+8IeUlZWRnJzMs89+l47OWyu99icCN1m7sMp/Hy1TdggIeGl88TcEYdB4k3+tk9hAC1r/oRMNgOXLl7Nr1y7uu+8+4uLiWL9+PRs2bHAMfrZu3cq2bdvQanX88fXfM3PBBDotbQPus7GuiZ//8P84dUhxU5q1aBo/+tV3CQpVqi5RcT4E2bQbTQ0DByB+kSFJKg/apnpCEATWPfIwL/7y19RWVbF381bufugBVKIaSbIgIXHp5GkkSSI2ObFPyJ0dvasZsiw75WfYlvYrDFe2ceZKPQdLpq7+N+zq6GTba+9iMhqJSUpg8bpVjs92x9q7aK5voOBmDh/8+RWnmV69lw9dHW2oNVqmLViFulflqq6qjOP7N9HZ3uqkx6gsyaOxroqa8iLiR/UzgWATufeH/BsX6OpoQ1SpaGtpdKpkgFKtGEqehB2iKGDwVmHwVlFbqegz4lIS6WiRQIC66nyunt5LR5sy2I1NHk/6+DsICvd1XMexyaMYP/t7ZJ6/zKFjR52DASPCWbh6JWOnT0FvUAZQMUkJ7Hz7Q2rKK9j++rtMnDODRWtWdhONfjQag2GgQbMyOLS/PrTzNW3RXOoqq7lx/hK/++Fr/PydHxAdH+kWb+9d1ZBlmcunbrDpxU+4eUmplKnVKhbdPZsNT91FRGwoB7Yc4eSBC5QVOwf3mYzuPSMGb5tSqMZQEBET1cPmtpDEtP5NH9pb26goKVPeU5Z4+Zf/R311DQA+/n7MWryEkLCxjvajgSB90UwDXAb43YpGIzBUR1K6LxqtMgmkEYf+/PPS+GDQdGtfDBpvAgzut9qN4B8XI0TjK4rPP/+cl156CYBXX32VuLh4LlwqGPL+rJJrEbhVsmK03P70b3ehETX46gLx0wc6OWCYTBaOHstkwYIx+Pne2gzM8uXLKS4u5u233+aFF15g06ZNjtfS0tL4+S/+F61fJD4+/gPO+gGcOnyOn3///2isb0Kr1fCNf3+Kex5b04cw6A1qxk8NpbKsjYLs/qsbX1wJW0B0w23KFcxWEz5+vqx/7BHe/vMLXDp1msTUUYyfNhVRVGM1Gbl08gwAU+bO6nc/vQeDxk7Zqe9aHsxayr5eT9vQHutbzDJWi9ynnUiyWtn59oc01dXjFxjA3Y8/6GjhqK+u5cqps5QXKtau9sFC/Kg0EtOnERoZz54P/kJ7axPFeddJtgXlAeRlXuDC0T1IkoRfYCjzV96Pr61VKiw6YXCiYcu4dvWRLebuaoZktTpIRnB4tONcDTHLsw9aGptobmhEEEXSJyVTU97Bif17Kcm7AYCXTwBpE1YQHJqAIAi0Nlnw9VcjiAIBIWq8vPRMWzCXqfPn0NXRgbHLiE6vQ+/l1ed3EhIexiP//BxH9xzg3KFjXD5xhtK8Qu5YdxcAnR2dHtvCujMz300zXM1JDw4BgeX33U1jXT0VRSX8+tsv8j/vfB8/f/faXCRZAkngwrGrbHrpE3KvKa1qao2apevnsf6plYRGdrfZ2YP7KopLkCTJMZgdrGpnR1PDIETjFgQPgiiSnJHG1bMXyL+ZNSDRyL+ZBbKMWqNhz4dbATB4eTF76SKmzJuD2SRSU+7e8+nvIILIZYCf3S7cE42GSiOSaKti2KERNUOeiNKpDHhru1sRRUFFmM9I+vcI3MMI0fgKor29nY0bNwLw3HPPsXDhQsxmC1euFmEZYp+nKzcgGZnOAVyC/nYQ8NJ4468Pxkvbf92/y2jm6LFMFi0Yg7f3rZWQAwIC+Pa3v823vvUt0tPTycnJYevWraxbtw5BEDh69iLXbxaQl11PbGrf9zIaTfz1l6+z+U0lzC0pLYGf/uFfSUpLGPB9I2N8CAzWk5vZSGN93weogMigU9m3ASpRNaTJXEmyItva8ZLSUlmwYhlH9u5n14ebiI6PIzgsjOyrN2hvacXHz4/U8WNc7seVu41zGrh7JGOg/YEyEDOonQnV4V37Kc7JQ6NVcjR0eh1Zl65y+eRZSvMLHev5+PthNpkwdnbR3tpOaEQcKpWKlDFTuXL6M3KunSUpfSKSZOXCsb3kZ14EIDYpgxl33I2mh74qLCqB7Cunqa4oGviD9HMp5Fw9jbFT6V1Xa7QsXPWQg2QomwmD6jPcRWl+ke2YI8i7cZOD23fT1dGBIAgkj55O/Kg5CIIGySJjtcqYTWA1WwiL0Tq0H2APBvTuk/rdGxqNhjvW3EViWgq739tCfXUNW195G1AGwMauLrdyHcDz9p9baadSqTWsfeIh3vndC1SW1PD7H77Ov/3pObTagWehJUni3KFLbH1lH4VZCqHV6jQsv3ch655YTlBYXz1abEo0eoOOrk4jddXVhNlaQN0hGsYuK13t/VewZbA1AQ0dyaMzFKKRmc2StatdrlNeVMLBj3cDCnHWaLXMWDSfGXfMd3y/XR3uV9r/HioaSoCf1cki3F6Ncbei4VTF6AGNamjVDLWgxVcf6FRdC/WJGvL+RvCPhxGi8RXEf/zHf1BYWEhcXBy/+pWSZK3RqImJDaGoqGZI+3TVNmW0dP3N0797Qi1o8NX542sIQiO6ZwvZ2WniyLFMFi4Yg5fh1oTxoAx+kpOTycnJoaGhwTHDM3VcBlm5xZSXtqL3k5y8ynsLvu99/G6e+7cn0encu3HrDWrGTQmlqrydguxmLJYe34GATRD+t83TGFI1Q5ax9Ap2XLByBUW5+RTn5bH59Td56nvf5ezRowBMnjMLUa1yOXDu0z8vy3TYiIanJMO+RwXOg0VTl4yhxzj3+rmLXDiiVAbmr1rBzUtXuX72gkOAKggCSaPTmDhrOgnpo2ioqePdP7xIXVUZpz/fweylG0jKmMj1c4dpqquivDCHm5eOU1ettIOMn3EHoyfP7TNzaHfMaW2qd1jTukbfqkZXRxvXzh8BFG3GotUPExwe02dLlUrp+79V188yG9nq6uhk93tK61NQWDhjpqxEb+h2q1FrlOMFxZK0vdVCe4satUZErxcR3LAWtkMQICktjSd++C32frDN0ccP0FBTR1R87KD7uBXN2VDbqbz9fFj/1CO8/6eXuHYmi7d+u52n/u0elyGYVqvE6c8usvWVvZTmVQCgN+hY8bVFrH10GQEh/dt1q1QiyWMSuHE+m7KiYo+IhnttU7f2XEhMVwTbdVXVNDc04h/UTZZqK6s4vGsfOdduOJZlTBzP8nvX4e3rPNFktbj/Hf49VDRAsdkVhe6rxtE6NUhFQ6URSUz1ISSi78SWKKqGlHEhCir8DUFOjoa+ugCn/IwRjGAwjBCNrxhOnDjBH//4RwBefvllfH27ByCJCWFDIhomS1efgatFsmCyfhEtUwIGjRf++iC8NL5DKt22txs5ejSThQvGote771vfHxISEgAo7tHv7GUwMCY9kTOXr5FzoxEfXw16L7VLwfeshdOG9L4R0d6O6kZDXXdbmyiIWP+mRGNobVMWydLHIUsURTY8/ggv/vLXVJWVs+Od9ygtKEQURabOnYOIiNRrEOOq+mDqkrFahkoynPZOz4GiIyEcqCgqYf9H2wHwDw7i4LZPHK95+/kyfuZUxs+Y6pQFoPcKZs6y+zi6+z1K8zO54hvAxFlLiBs1lsKsy5z8dAtWqwWNTs/sJeuJinfdNqLV6QkMjaSxtpLqiiISRo1zuR7gVNWwmE18uv11R2vLglWuSQaAMpEq2MjG0E6iLEnk3sgEoLmhEZVKxcyli0hMm0FtubVfS1G9t4hWp6Kl3kJotBajUUJlG32JopvVFgF8fP3YsPERLp44zWdble9ny8tvsurh+0nK6D+QbjiMLYbUTiVDeEwkdz5wDx+/9QEHNh0mJimS5ffN6W6hsVg5vu88217dS0WREgpp8NGz8msLWfPwMgKC3Uu2Th2XyI3z2ZQXFTN5lmKw4I5GY1CiMQw+sQYvL6IT4ykrKCIvM4spc2fRVN/A0b0HuHbuohP71RkMrH38IZe2wBYPiMbfR0UDlHqQZKtO9xCDD3Be+6ti2DEUbYaAgL8+2EkzohY1hHi71siNYAT9YYRofIXQ2dnJk08+iSzLPPHEEyxfvtzp9ZBgX/z8vGhp8UwQ2dnL0lZCpstyi370HkIlqPHR+eNvCLolQZsdrW1dHD2eyYJ5o9Hpbo1sxMcrs8tFRUVOy6eMzeBi5k1MnUbOHCvkk4/e4fRhxV2nt+B7qNDpVYydHEJ1RTv5WUp1QxRE/pY0YyhtU7IsY+0nc8UvIIB1jzzMe399iRsXLwGK17+Pnx9W2ayQjR4ExdWgsLPNegsko/dG3QNFuyC8sriUTS++7nj4N9c3AJCQlsKEWdNJHpPuGCDYYbXKNNVaCI9OYNrC1Zz5/GOyLp/Exy8Avc3qx2q14BsQzIK7HsTXP2jAowyLiqextpKa8kGIhq2qYTabObzrfdpbmgAYPXkeYVFx/W7VczAvCILH57OuqoY972+ms025V0TGx7J43TpkawBmo4yXD7S19LxSBcd/DD7KubNYoLbcTFiM1jGIspiVFitRFJAlGdFFSGBPiKKKKXNncfHYaRpqaunq6GTLy28yZf4cFqxe3semerjd8zxtp5JlSJs4jjnVNZzYd5A3f7OJiNgwxkxN4tiec2x/fT/VpYoNsLevgbseuoOVDy7Cx88bAbGPoUF/SLUF95UVdU+Q9CTSriBJMs2D6DNutW3KjpTR6ZQVFJF95Tp1VdVcPHHaMaufPmEcei8Dl0+dJWV0er/ZI1/GigaAtYduptvetu9dfaAqRk+oVZ4/4/x0QWicthMI943tI1YfwQgGwwjR+Arhpz/9KTk5OURGRvL888+7XCcxIYwrV4vc3qdVsvapXBjNnX+zlim9WqleeGv9hl141tzcwfETWcyfl4FmEAvFgWAnGsW9HFz0Oh0ZqTG8++4Wtr6lJHwPJPi+FYRHKdWNvJtN1FX/bUngUKoZZquJgUato8aMZvqC+Zw9orRNpU8Y57C6FQTBQTb6m2nvaLMOu0xFkiQqSwo4dfAihVnZjuUGby/GzZjK+JlTCQwJ7nf7ptpuS9CE1PG0tzZx/dwRzh/d47ReTFLGoCQDIDw6kewrp6mpKB50XYvFbEv8LrEdsy9jpy0YcJveVQMBAYSBXbsArBYLZw4e5fRnhx0CVt8Af9Y8+iTNdZJDjK3VC6g7hD6zznov0eZ4ZT92mepSE2ExWrQ60SkIENEmXLeRDcniepQtCCK+Af401NQSn5pMcU4+F46eoDSvgNWP3k9QWCgw/CSjJzxpp5JlmdnL7qCuqobsy9f4zb/8FW9fA011zQD4Bvqw+uHFLL9/AV4+3XoTT9LCR41V0uhrKiowGY1odTosZglJUkicK7Q1D2Zre+ttU3bEJCYAUJidQ2F2DgCJaaNYuHolUXGxvPLL/wMgZUxGv/vwhGj8/VQ0oGeAn6OSJTkTjcBQHYlpPoOme6tVGo9NQny0/n2scAMNIU6uUyMYgbsYIRpfEZw/f57f/OY3ALz44osEBrqeKY+PC+Ha9WK3b6q9ReBmyYxZGnhG61ahEtT4aH3xN4TcdsFZQ2Mbx09mMW9OBmr10GZqXLVOAXR1dfHhG2/w1ktvAErC97//6vtMm5t+S8fcH7Q6FaMnBlNTaSDzeiVm09+iruF521RPAfhA8OsRuHbq4CFGjR2NqFYemHay4cpW2WS0YjYNddDQd7uujjYKsq5QcPMS7a1NjuWCKLJozUomzJ4+YHgjQGe7lfYW5wFYQuoEcq6dw9SlEMPwmCSqywooyr7C+KkLEAfZZ2hknM2lqZ6O9la8+tFpWMxmju75kJoewvHxM+4YNIHadXvSwK1UFcWl7P9oO3VVSkuPb4A/rU3NxCVn0FTbTRSV/4p4+UJLY/d3KIi4DEW0WmVqyoyERevQ6rtft+/LMQYTBTRaAVEQsFplLObu4/SyiciTR6czZf4c9n6whZqKSt56/i8suvtOxs+aettddDxppzKbzUTGRZN77QZmo4kmowm/QB/WPL6U5fctQN+PxszdtPCQiCCCwgJoqGmiorSUhJQUwB5M6fo3PVjb1HBMQJlNJs4dOcGpg4ccy4LDw1hx7zoSUpVjbGlsoqaiEgRhwBY4z4jG0I/5dsAe4Nc7sM/dKoYdnj5D9WrvPqYqOrWBIK9wj/YzghHYMUI0vgIwmUw8+eSTSJLE1772NdasWdPvujqdhqioIMrK6t3ad08RuCRLGPvJ0hgO6NVeDqHZ39I2r66ulZOnspkzOx2VynN7WHtFo6ysDLPZjEaj4fr16zzwwANcv64k8c6+YzEr1m/AZNTS0W7Gy/vWtSH9ISzSC71fqKLdqLm9OhqP26ZkGbM0cKIwKNWDCyeUJHCNRkN5cQmHdu1h8dpVziv2UisrIvChjhic91NTUUT+jYuUFWU7+s5VKjVWqwUEgXu//jjxo5IH36sk01jrTIhqK0s5+ekWTF0djjT35oYatDoDne2tlBVlE5fi2mHLDq1OT2BIBA329qnUvu1TCsn4gOryQkRRhSRZ8fUPIn7AVitsn7X/L1YQBCeyYTKaOL73Uy4cOwWyjMHbi8XrVnF830EAAkPiXP6mNVoBrU50iJAN3iKiaKtm9FrfaoXqMiOh0Vr0hn7IrQxmo5LhIAj26ojyzXr5dGdpTF0whyd+8G32vL+Fopw8Pt3yMUXZuSy7b60jc+N2YqB2KpPRyOWTZzl3+DgdrUoGj/18h0ZFs2jtfLQDaMs8qWqkjkvi9MGLlBeVdBMN0wBEY7C2qVtwDrBaLFw+dZbj+w86ggR1BgPGzk6S0lMdJAMgzybuj46PcxDI3pBl3Ao5daz/d1XRUL5HCdkpsM/dKoYdgiB6lG+kUen6CL0FRMJ9Y/+mz+QRfLUwQjS+AvjFL37BtWvXCAkJcQjBB0JSYrhbRMPYSwTeZekctv5bO0RBhY/WD39DEFrVrVnO3gqqa5o5dTqH2bNSB53p7Y3w8HB0Oh1Go5GysjJ27drFD37wA4xGI6GhIfzP735Ch8WXLqMZq1Xm5pUGJs4IHRKpcRd6nY7Ucf7UV3dRmN2GxXx7pus8rWZYJItbzdB5mTdprKtHbzBw1/33svXNtzn9+RHiRiUzakwGsmybuUURCMuy7Bj49g3pcx/Grg6Ksq+Sn3mR1uYGx/Lg8GiCw2PIuarkeSxee5dbJAOgucGKxVZhkWWZ/MwLXDyxH1mS8A8KY8aiNZw59DHNDbWOJO/c6+eISx49aLN9WFSCQjQq+hINi9nM0b0KyVCpFQ99SbIyZuoCt67xwVqx7bqNwqxcPt38Mc0NjQCMnjqRRWvupL3FQlOdcp8JtblkudgLXj4iZpOESgU6w8DHJUlQU2YiNEqLwXvgA5Rl6OrovtZ8/JUBqWTtsmlA/Ljnmcc4f/QkR3cfIPdaJpUlZdz54Abi3PxubxU926mMXUYuHT/D+SPHHcGCfoEBzFi8gJCIcDa9+Dr5N7J57ecf8/R/rsPLV+PkBtQT7lY1UsclKkSjRzXW1GUF+hIZk9FKR+vAtrZDaZuSJYkbFy5zZM9+mmxaJ/+gQBbcuRyVSsX2t96jICvHaRtHGvhAbVMekAz4+6togHJu7L9Vg7dI2nj3hP52aFRatwmCWtDgrwvqc82EeEeiVd26Q+MI/nExQjS+5Lh69Sr/8z//A8Cf//xnQkNDB90mLNQPb28d7e0Dz3Z39RCBm6ymPlaktwKdSo+fPhAfXcAXGDLnjMqqRs6cy2PGtJQ+AzFZlqmvr6etrQ0fHx+Cg4MdN3BRFImLiyM3N5cHHniAM2eUweidd97Jb//0SzR+kJNbztVrimVpe5uZ/KxmUsfcmhB8INitDIPD9fgFainKaaO+um/g4q3Bs7apgQTgvXH26DEAJs2aybipUygtLOTskWN88u6HbPzhd/EN6P3AVQYVFrM8YIJ3f8dVV1VKfuYFSgtuOkSXao2W+FHjSB49GZVazWfbXgcgOWMSE+fMcGvfJqNEq601yGqxcOH4XgqzLgMQmzya6QtXo9ZombfyAT7b/jpdHcoMdk1FMY31NQQGhw1INsKiE8i6corq8iKn5RaLmaN7P6S6rBC1RktcyhgKbl7CLyBk0EoJKC1Mg4msO9s7OPTxHq6fU/I+/AIDWHbP3cSnjaKp1kLOFUXHEhAcjk7ff26FSi2g91Kh1ggIgutqRk/IMtSWmwiJ0uLl4/71p9Eqx9Dc0IZsgYBQDaKoYuk9C0hIS+TjNzfRWFvHphffZPqiecxZubiPoP92oLOjk4vHTnHx6Cm6OjsBxcVs1pIFjJ46CZVahYDAivvXsfu9zZw8cJjQyHDufmo23v2QDXerGqMcgvAixzKTyfWIu7lh4Pt/bwe5wSDLMrnXb3Jk915qKqoA8Pb1Ye7yJUyaPQOVWk1XRyeCKFJfXUNTfQMBwUFYzBYKs3MBRTDeHzxpm4K/v4oGKEoNH39lkD+US9HdtikRFf6G4D7PPS/bJOAIRnArGCEaX2JYLBaefPJJLBYLa9eu5b777nNrO0EQSIgP40Zmab/rKCJwZWAqyRJGS+ctH68oiHhr/fDXBaHT3Fo69+1CWVk9apXI1CnJCIJAU1MTb731Fn/961/Jzu4WAKelpfHcc8/x2GOPERAQgLetfH/mzBl0Oh2/+c1v+OY3v0lDRzWNnbUkJUaQm1dNZ6fysK4qbycgSEdY5O1p01AIgOJrqtGKjBrrR3C4jsKsVsz9DCQ8hUpUe9Q2NZgA3I762lryMm+CIDBt3lwAFq9ZTUl+gWJ5+/b7PPCNpxFVolLJsM0LC4JMZ7v71QyTsYvi3GvkZ16guaHWsTwgOJyUMVOISxmDRqvDZOzis22vYzYZCYmIYdLcFVjNMuIgk3wyMo01FmQZOtpaOHFgMw01FQiCwLjpd5A+cZaDrHr7+jP/zq/x+Y63sFiUayT32lmmLVw14Cm26zTamhvoaGvBy8fPJvz+kOqyAtRqDXOX38uJT5XU5DHT5qMSxUG/hYHapmRZJuvyNQ5u+0TJCxEEpsydydyVSxFEDTWlJkxG2SFSD+u3mmGHkgButSiWxO5ABuoqTARHaPD2c+8xZg/662hvx9glYeySkFAqKSnjY/ne899h51ufcPbgWc5+fpSS3Hzuevg+AkP7F/jfCjra2rlw9CSXjp/G1KVM+gSFhTBzyQIyJk1wBLUpl7fMmKmTqKuq4czBI+x6bysBIcEsWJOGt59rsuFOVSNlTAKiKNDS2ERrczO+/v62ikZfDKc+ozg3n8O79lJWqFwjOoOeWYsXMW3BXLQ98oT0XgZiEuMpzS8kLzOLqfNmU5JfgNlkwsfPj/CY/q1WPSUaf28VDZVaJD7VQFe78qz0JBkcFCtadybxBAT8DUF93KRUgpown+h+thrBCNzHCNH4EuP555/nwoULBAQE8MILL3jUQ5mQEErmzbJ+RZ2KCFx5xnWaO27JjUWr0uOnC8BXH/h3U70YCEXFtahUIrU1udx33310dHSwYcMGfvaznxEYGEhjYyNbt27l+9//Pj/+8Y9ZtGgRly9fBiAsLIyDBw8yduxYp32q1SrS0iK5fLnEsSw3sxEfP81t0WsIgqKf6FlBCArV4euvoTi3jbqqW69ueFLNcFcADnDu6HEARo3OICg0RHkvjYp1TzzMa7/+PaX5hRzf/xnzVi7tdV0KdLUPPlpoqKkgL/MCJXk3sNoG9Sq1mrjkMSSPnkxQWFS3yFiSOPXZdlqbG/Dy8WPOsntQqVQYjTKaQYhGW7MVY6dEbWUJJw5swdjZjlanZ9aS9UTE9m3NCQyJZNbSDRzb+xEgU5h9mQmzlqDT6fud4Vd0GpE01FZQU1FETFIGx3qQjIWrH6a6rBCzsQu/wBDikgevZijnw/Xy1qZmDmz5mPwbSutKcHgYK762nuiEODpardRXmZAkZTKj1kY0+m+b6kZwmBajSaKhyv2qqQzUVZmRZfDxH/xRZvDq1mjQTU+RrDLNtVZkBBasWkNi+ih2vrWNqtJy3vndX1h23xrSJkwYth719tY2zh8+zuUTZzGblMF7SEQ4M5cuJHXCGERRtJHLbsG43bJ2/p1LqauqJv9GFltefgcfv39i8sJIfP00fY7PnaqGwUtPTFIUJXnllBUVkzFhvMvQPlmWB9RnKKqYwZ8RlaVlHP5kr6MVSq3RMG3BXGYtXtivNiZldDql+YXk24iGvW0qeXT6gN+JxxUNGYcj2heNgBAt8aleaHUigs2UwWLxjGi4W83w1QW6XDfMNxr1EEL+RjCC3hi5ir6kyMrK4ic/+QkAv//974m0Jbu6Cy+DjojwACqrGl2+bheBm61dLp19BoMoiHhpfPDTB2PQ3H5x5XBj67aP+fUvf8jy5ct59dVXiYiIcHr93nvvpaqqiieffJKdO3c6lq9YsaIXyeh+aCXGh5ObU0V7h/LAvt16DVFQYcX5u9NoRVLGKNWNgqxWzG4kAbuEILhPGt0UgIMihL10Wmk9mz5/nrI5ABJBoSHc+bV72PHWe5z89BAxSQkkpHULRCWrTFeH7DLN2mI2UZx3g/zMCzTWVjqW+wWGkDx6Cgmp49Dq+mqErp05RFVpPiq1mjnL73XkXZi6JGQ/GaGfeoPVItNUayb3+nkunTyg6DGCw5i7/D58/PpvmYuKH8XkeSu4eGyvIog/tpdZS9YNWNUIi06gobaCqrJCCrOuUGUjGQtWPYR/UBhHdr8PwNge2gxBHnhY2NtxSpYkLp86x5FP9mEyGhFVKmYuWcDMJQtRqVQ01phpbbIiICAK0NXZQXOjUiUKixyYaHj7iWgNKjQ6gfYmKyajZwPE+mozkgR+gQM/zuwD2c72jl6f3f5ZFeve2OQMHvnuP7Hn/S2U5Rex6+0tVC7IY8Mz67CYdbQ1Wwe0eO0Pbc0tnP38GFdPn8diVn4PYdGRzFy6kFFjMxB6tK24cqeSkRFEkVUP3897f3yRuspqtrzyDgbvZ8iYGoCvf1+y4U5VI3V8EiV55ZQPQDTaWixYB9B5yTaq0R/qq2s4sns/Ny9fBZR204mzZzB3+RJ8/f36PzgUQnHok70U5eRhMZvJu3ETgJQxA7v3earRAEU+NgS37mGDvYoRHN49i2FvYfSkoiEIgltJ4N5aP/Quugv8bJbyIxjBcGCEaHwJYbVaefLJJzEajaxYsYJHH310SPtJTAyjsqoRWZZpbW2mq6sTvd6A1qBFlq1YJStdFs9cizSiFl99IP76wCHlK/w9oL29ld//349ZtmwZO3bs6Ne6NCIigp07d7JmzRoOHTpEV1cXZWVl/e5XpRJJT4/iwsWi7ve6jXoNlajG3E96e2CIjgkzNBTltlFX6Xl1QyW43zblrgAc4Oq5Cxg7OwkMCSE5QxlI9Ky6jZ48kcLsHK6cPsfu9zbx+A++hbevYuvaLQJX2qhkoKmumvzMixTnXsNsUs6FKKqIScogZcwUQiJi+p3BLMq5RtaVUwBMX7iaoNBuMt+tA3FtU1pb0cmZg7sozL4CQFzKGKYtWIVaM/gs46gxUykvyKK6vJDi3Gskpk8gMiap36pGeHQCWZdPUpJ3HavF4iAZYVHxXDt7CLPJiH9QqFvaDDt6tk411NSxb9M2yvKLACV4b+X96wmJDMdiVjIuzF2yk7aitlKpZvgHhqIz9D/RIAgQEKxRthVFAkM1VJd5bp/dWGtGlmT8g/uvDjoRjd4z10pEiGOo7BcYwH3PPcnZg0c5sf9zLhy5TN61Ih74zgOMm5mMIEBbk6K/6RykitbS2MTZz49x7fR5x2AxIi6GWUsXkjQ6bcAZdCd3Klk5SJ1ex/qnHuGd371AdVk5u97bgkrzAKPGe+EX4Cz+daeqkToukc+2HXMIwl0RjebB2qb66TtqaWzi6N5PuXr2vOLcJgiMnTKR+SuXEWirVg6GsKhIfPz9aGtu4cb5SzTU1iGqVCSmjhpwO6vZc6IhuREAebvQs4rRE/bnj8XsPtFwRwSuV3vhre1ria1R6Qjx9mzicgQjGAgjRONLiD//+c+cOnUKX19fXnrppSGXeg16OLB/K3v3bqG8rNt1JDIqhtkLlzB++lS0/Xi194SAgJfGF39D0Fci0OfI4T2YTF289tprg+YjqNVqXnvtNeLilITl3lkavREfF0p2TiVtbd0EoKq8Hf9ALeFRw3vuVIMQPbVGJGW0HyHhOgputmEyuv8gE91Mh5VlyW0BuCzLnD2qBPRNnz/XMftuD+qTAatk4Y51d1FeXEJdZTW73t3MfV9/HEEUHba2FouZ0vyb5Geep66qm/j5+AWSPHoKiWkTbIPfAWZgayo4d2QXABmT5vQZpJuMkiIeFYU+mQg1FQ3seu99GmsrEQSB8TMXkzZ+pke/09nL7mHHm88jyxLH9n7Esg1PERDkWhgeFKr0qVstFlQqtYNkmLo6yba5ZI2dtrDXwNpF2acHVGoBq9XKuUPHOLH/c6wWCxqtlvl3LWPS3JmIokhnu5X6KjOOjjih5zmw6TOiEwb8nL6BKkcAnyAI6L3VePtaaW/13Dmsqd6CJEFgaF+yIcsyOi9br7vFgtlkdtIC2D6ATdWknBdRFJm5dCFxo5LZ/d4mmusbeem/X2TWskXMWb4Q/xAtoTFaDD4inW0K6WhpsDpadprqGzjz2RFunL/sMBiIToxn1rKFxKemeHQ92N2pZFmwkbMg1j7xEB+98BpZl64REhGOwB0kjwP/QJ3TZTJYVSN1nCIILy8pQZIkzCahDxEbSJ+h1DKciUZ7axsnP/2cC8dPYbUov/9RY0ezcNUKwqI8G8QKgkByRjpXTp/lytnzAMQlJ6IzDOxSONSKxt8arqoYPWHP0fCkoqEZxCVKI+rw6WVjq0BJ//4ytDiP4MuDEaLxJUNBQQE/+tGPAPjNb37jGOB6iv379zv0B+vXr+eee37j0B9s2bKFbZveZc+OTXxt49Okjhnrch8aUYOvLhA/faBbZdovA2RZ5tNPd7B+/YY+7VL9ITIykvXr17Nt2zaKi4uRelgS9n64i6JIRkY0584VOC3Pu9mEr792WPUaoig6MhoGQkCwjvEzNRTntlNb4YboXxARce9BZLaacTeiuyS/gJqKStQaDRNndrs6ybY2H0myIiOj0WpZ8+jXeOd3L1Cck8fpg0eZcccCaspryMu8SGHWFUxG5XMIgkB0YhrJo6cQHp3o1uCus72VE/s2I1mtRMWPYtz0hX1XksFsktHqBccgEARKcgv4+M0P6epsR6szMGvpeiJiktz6/D2h1elJyphEfuYFrBYzR3Z/wNINT+Ll7dzOYLVYOHVwu+PfaRNnOcTXWVdOYTYZCQgOJzaprw2oMqh2jfrqCra99rESigYkpo9i2b1r8Q8KVPr168y0NFj7dYjqKQTv731UKvALUmMnaYoyQRGGd7RZB00gd4WWRguyLBMY2t1GZDcM0Oq0iCoVktVKV0eHC6KhQKGO3W8elRDLo9/7Jw5u20Xm+cuc3P85xTl53PnQvfgHBSII4O2nwj9YTUS8lvKCGna+8SkXjl5y5K/EpiQya9kiYpPduwZdwV7dQJYRBJHY5ESW3ns3+z/azvG9nxESEQaMJXms8pvu3m7gqkZsSjR6g46uTiN11dWERUZiNkmOrAazSaKtpf/Wx55tU8bOLs4cOsqZQ0cxGZXJlLiUJBatXulI+h4KUkanceX0WSpLlYmD5AHcpuzwVKMBt5YDMhQEBGuJT+tbxegJe5CsxezehI1KVA9IFERBjb8+yKWBQLBXOHr136dRywi+vPhqjA7/QSDLMhs3bqSjo4OFCxfy9NNPD2k/+/fvZ9WqVYPqD5566ine/sufefSfvtmDbAh4aXzw1wf1SQ/9e4Isy5hNJjo62+noaKOjo43Ojg7H3zs62ul0vNau/LujjdbWZsrLirnnnt949H4bNmxg06ZNAFRWVhId3b9bR2x0MNnZFbS0dLcs3S69hkpQYXFjmk6tFknO8CU4TNFu9Oc8Y9+nO21TVg8E4NBtaTt+2lSHcBeUqoiE5NRCFRIRzpINa9j7wVaO7TlA1qVr1FZ2ay+8fPxJHj2ZpPSJGLx9lGGQ0xjC9YDCarFwfP8WOjta8QsMYebitf0ODE1dMlrbpKoky1w+forPP96LLEkEBIczZ/m9A+oxBkPquOnkZ14AoKOtmaN7PmTx3Y+h0eocx3ps30dUleY7CGVXeysAxp7VjKkLXH8GF1UNi9nM9fOHyb5yGlmW0XsZWLx2FaOnTkQQBKwWmboqM8YOqV+SYezqpKleSQYPjYoHQXCpCfEPViOKPbdXZuv/P3vvGSfHeV75/quq8+Scc55BzpkESQAMYEAgKSraBCVLliXvruVd7V1LP9va9V1f2ZblQNlikBlEUUQiwIhEgMhEzpNzzrmnU1XdD9XdMz3TM9MzAAhK7mNDnOmu8HZPddd73uc55+gMEuFROvp7Zq4NAxjsk1EUiEnQSLvnzIIgYA6xMDwwyMiwlfCoyEmP4VvbAKPJxKNf3k5mQS6Hd71Hc20Dr//dv7Lh6ScoXDiPoX6ZuvIWzh46RvmVG95rde6KQjY8/SDxyekM9Mo4bLe/ZK5dywqCIDB/xVK6Wtu5ePw0H/x6JxEx0UAy2XMgagzZmKqqIUkiOSWZ3LxQTlNdPfFJSTjso0Sjf5qQPlVRcDmdXDx5htMHP8E6rBmJJKamcP/jj5BdmH/bAuvMgjwEQcDl0AjPVLa2HrhmQzQ+p4rGdFUM3221v4MsyyiqMm21YSoRuIBIpGmijS1oieCR5sDa2YIIYiYIEo3fIbz00kscPXoUs9nMyy+/PONgOYC+vj6eeeYZNm3aNK3+YN++fTz55JO8/fJL/M+/+SnxUcluG7y7l2oNWr+vbcQ6hiQMu4nC8OjPI+6fh4ewjgy7n3OTiBGNUHhK9rNBVNTMJohjt6+rqxtDNCbeYEVRpLgohbOfVfs8ruk1+sgvuXO+5aIowQzyTyJjDMxfHkVD1TDtzf6rGwG1TanqjHJXBvr6KL2i6Rk8InDQJvCyqgCKzypzX3cPPR1dSDodssvlJRnJGXnkliwmMc03C0VARZ1qCR+NnF44/iE9Hc0YjCbWPPyMd1LvD3abQigSToeTQ7v2cevCFcCjx3gcnf72PifhUbEkpGRpgXuSjt7OVk4f2s3ah59FVVVOfPxbWhuqkHR65ixZx9WzR7yVhLIrp3E5HUTGJJCaPfmkbOxb0t5Uy/lP32doQDOIKFw4jwe3bCYkTFtQsFkVutscyC6mzLrw6DPCI2Mxu8Xz48mG3iAQEjF6HQnC6CRYRCQ8WsdQvzyr9heA4QEZVVaJTtL5THJHicbwFHt7RzWutgHFixeQnJnOB2/upLW+kfffeIdbl64iIHiduABySgpZ8dD9pOWlERGjIzxGR0qOEYdd9bZYzVZUDh6yoe27/olH6G7roK6iij0vv8HX/9sfU30DcksgMtbo3n7qqkbe3CxuXiinua6eRStX+Og0pnKbkmWZS2fPcuLjgwz09gEQEx/HfY9tonD+XB+B++3AZDYTkxhPV2s75hALMQnxU26vqqDMgmh8HlkagVQxxsLbOuWScSkuDFMRCUFAN+n9WSDCFI3Oj6WcKEgkhE2uVwsiiNtBkGj8jqCxsZEf/OAHAPzN3/wNOTmzS6597bXXsFqtvPzyywHpD15++WXS09OpuVpJ4WMLpz2+y+kcJQeTVBNG3ETAOuynsjAyjG3EOqnt7kwhCALh4eGEh4cTERFBRETEpD9HRGghcF//+tfp7fXvxjUZxm7/+uuvk5ubS0JCwqTbp6bEEhXZSm+f1efxtmYrEVHGO6bXkISZf8QlnUhWYRjRCUZqSgexj4ypSgTYNjUTATjAxVOnURSF9JwcElM1kqag4lK07A1VBUWWqb5VzpXT57TALvc1IogiqqIQn5LJ2ke+NMnNUhhDNvxfWxXXzlFXcQ1BEFi5YSthEVMTPqddZaC3j32/eov2phb3CvOD5M9QjzEV8uYspb25FkESEZFoqa/kwomPGB7sc7th6bnvsS8THZfEtc8+YWigl57ONiqunwNg7nhtxngIAg6blSunD1NTdhkAc0gYm555ivx5WruVqqoM9sr0dbnczU1MGag3aX6GJ4xPVYmMG0MABE8FwbsZoiQSGauju32WIaGqyvCQjNKiEpukR3BXTnwtbsduP9mBJpKNyJhonvuTFzi4cx83zl2i5uZovk7e3GJWbLjfm+/gcqh0tzrpbnUiSgJhkVqLVXqBEUknMNwvM9AjByQqn3SEosjj3/gSb/7jv9Hb2cXeV3/Nl777AlU3reQUQ1ScRjamqmrkz80CoKnOVxCuqqpfIbiiKJReucon739Ad4fmLhYWGcG6RzYyb9ni0QyQOwiDQZtg6w3TC50VeXaG7HezoiHpRNLzzMQmzixl29M6JbtkFFWe0oJXN4UIPMwYiUHn/9xxIckB2+EGEcRMESQavwNQVZU/+qM/YnBwkJUrV/K9731v1sf5xS9+wbZtM9MfbNmyhX3vvsHAQB8jI25iMDyusmDVKgseX/g7AYPBMC0xmI5AhIaGzqjyo6oq/+f//B92797N008/HfB+O3fuRKfT4XK5+OUvf8kvf/lLli5dygMb72f5/YsomVc0YRzFxSmcOl054VhVpX2EhhsICb39ytH4EKaZICLKwLzl0TRWD9HWqFU3AmmbmokAHLTgyYun3O5O92nVDAUtRVxFZbCvnytnznH17HmG+ge8+2Xm57Jg9TIMxnB2vfQSHc11lF87S+H8lZOcafKSRltjNVfPHgZgwcoNAekqmmtqOPvJHkaGrZjMFlY8tIWElKyAX3cgSMrIwxIagXWon9ySJVTdvOBtp5J0Ou577MskuAXX0fHJdLc3c/2zT3A5HUTFJpKSVTDl8RurS7lw4kNvInluyRLmr3iQ7BJNCyLLKj1tTkaGldE/+zSTvOmE4KYQCUuIbrSlyd0yNRYiIiHhEoN9sl8XpCkxpnIyMqzQ0eIkLlmPKAqjzlNW6+T7T4Av2WiubeDMoaPUlfl+dgVBIDE9hbhk/9+tiqzS3+2iv1v7bHh0HTFJelJyjDjtCgO9GukY7JVxTeOaNFYbZDKb2brja7z581/QUtfAwXfe5ZHntlF900p2MUTHGydUNVRVZbBviBGrnaR0bVGko7UVh92Ow6a9T9ZBl0/Ap6qqVJeWceS99716CUtICKs2PsDiNStvu4o36WtVVfrdFZOhgQGcDid6w+Tnmo0+A+5eRWOmVYyx8LROaTka2veiTvL/2vWif7Jg0YdNajMfaowkzBQ543EFEUSgCBKN3wG88cYbfPTRRxiNRl599VWkWa4WdXd3U15ezk9+8pMZ7bd9+3Z27tzJnt3/EfA+oaGhAZOByQiEyTS1q8jdgCAIfOc73+EHP/gBbW1tARGy1tZW3n33XRYvXsxnn31GbGwsXV1dnD9/nvPnz8P/gdi4GO57aC33b1jL6vtXEhYWSlJiNNHRIfT0+LZxyLJK2bU7o9cQBAFRlFCUmbv4gGZzmpkfRnS8iepbA6jO6a+9mQjAAUqvXGNoYIDQ8HCK5s/TKhkuBzVl5Vw8dYaqm2VeUa05xMLcZYuZv3KZN7G5p93JotWbuHD8Q66ePUJcYjoxCVMl2voSjsG+Hk4f2ouqqmQVzCdv7tIpx6uqKpXXz3PlzCFUVSUuOYkVD27HEhIxditmFJs+CURRJLdkMdc++4Tu9ibCImIY7O8GoHDBKi/JAIhPzqS7vZnWRq0lb+6yyasZI8ODXDjxEU01WiZBWEQMS+/fTHxyBpJOu27sNoWululbpcbCYbd5c0omSwT3CrVVTQXhr+dcELQWveh4PW2NAVpsq165tA/sVoXOJgdxKYZRojE0E6KhHbqxuoYzh47RUKkZOQiiSNGieSxcvYLzx05QcfUmJz44RF15FY9++WnCIqfOIRgekBkekGmptWM0i0TE6IiIkYguMIEAI0MKAz0a6Rge8C+OH0s2ouNjeeLrz7Hrpde4cf4SsUkJLFu/lppb2muNjjeiqArWfhtH3zvFgXeO01Tb4j2WwWjAYXdQV1lNcsYiAPp6RitKjTW1HN7/PvVVVdr2JiPL19/H8vvXTusAdbvobG1jeEDTHymyQkNV9ZSC8NnoM+DOVzRmW8XwPYb2navIblc91YWEbkKGjyTq/C4sGSXzpJkYOlFPXMjk6epBBHEnECQaX3C0trbyp3/6pwD85V/+JYWF04vgJsPQkLZqOVv9wYIFC8jNzSU7O5uMjAwiIyP9EoWwsLBZk6EvAr7xjW/w4x//mBdeeGFKHQtoq/Hf/OY3sVgsfO1rX+Ozzz5j8eLF/OpXv+LDDz/k3ff2cvTwUbo6u9n9m3fZ/RvteEtWLOT+DeuYu3gB3X5K4cNDTqpK+yiYc/t6DUnQoTA7ouFBeKSe+Sti6W5UaaofmnQ7WXHNSAAOeC1tl6xZxfDwEJfPnOHy6c/o6+7xbpOak8mCVcvJn1fi8/dQVRXrkExO8WLam2pprCnl9KHdbHr6W34C+MYEJbjJhsNu4+SBd3A6bMQkpLJ43SNTtmW4XE4uHP+Q+orrAOTOmcvyBx/HZfdHCO8M2cgqXMCN85/S29WmjVzQ7EfLLp8mOS2X2KQ0QKsglF4+haoqRMclk5yRP3FEqkpN6WUunzmE027TJssLVjFn8TpE9/sqSQKDfS76Ol1aIrV20oDG2tnaAEBYRDTmkIke/aHhkndVVxAEBFVwr7BPnBgKCBjNIiFh0vR2t5OQDA/sNpX2Joc30yPQioaqqtRXVHP64Cc012qVGlEUKVm6kOUPriMyViO7j3/9S9w4d4kje9+nsaqW1/7un9n07Bby5hYHdB77iEJHk4OOJtDpBcKjNdIRl2IgMUMT4XsqHeNF5WOvssyCXB548lGO7H2fY+99TExCPDnFBdTcsrrJUjX/+N9fwW5zsHXbVrb/7XYft8Hdu3ez69VfERphILdkFX3dDtqbWzjy3gdU3LgBaJW0ZevWsGbjBgyWz6fdpsqtfwmPjGSgr4+qW2VTEo3ZanuUO1jRuJ0qxlh4FptGk8FVZEWekNrtr/VJ5861muzjmxCWdltV7yCCCARBovEFhqqq/PEf/zF9fX0sXrzYq9GYLUJDNWHmbPUHV65c4cqVK95jzZkzhzlz5jB37lzmzJlDUlISkZGRtzXGLwIiIyN555132Lx5M0899RQvvfSS3+T11tZWvvnNb3LgwAE++OAD7wS4vr6epKQkduzYwZbnHqetr4kLZy9y7NAJjh06Tm11PWdPnufsyfMAxCXEk1s8h8K5c8nKL0Dvbj9ob7ESGX37eg1JlJhB1tOkMOkNZBeYiU0wU3GzF+vwuPYoVdW0GTNAa2MTjTW1CIJAS2Mjx3/0V97MAaPZxJwli5i/aimxif71Lg6biiJrk9al9z9OT2crw4N9nDv2Hqs3bvcNLxs3h1AUlbNH3mWgtwtzSBirN21H8iOU9GB4sI+TB3bR19Wm6TFWPkThwuXMMNNyxtAbjBjNFkaGBxEEgbWPPEfljfO0NlRy/KO32bD1ecIiYwiLjPHukzdnyQTCNNjfw7lj79HRXAdAdFwSy9Y/QVSsVrVTVRVVURkeUHDY1YD0GOPR0aId2181QxAgMta35UMUJSRRh6zIMC6LQRC0Fqpp7W6nIRkeOO0qslObjE3QaEw4pEpNaTlnDh6jtaERAEmSmLt8McseWEt4tO9ijSAIzF2+mJSsDD548x3am1rY96u3mL9yKfc/+Qh6Q+ATcpdTpafdSU+7E0GAsCiNdETE6Ih0Z4TYrO7cjl6ZoT5N+O6hGwvXrKCztY1rZy/w3utv89X/8m1iExM4sucKe155g00bN/HKK69M6jb4/PPP88rfvYgl1MGR/Re5fuGiZqkriixcsZz7HtlERFQUsqqgqLM33JgJqm9pRCO7KJ8rZ85RXVo+5fazb52a1W4+uBNVDN/jjbpOeSArLiRR59POOF4ELgrSpDa2AJHmuN+L3KsgvvgIEo0vMHbu3OldUX/11VenFW9Ph5iYGAoKCmasP9i1axfx8fE89NBD3Lhxg9LSUoaGhjh79ixnz5712TYhIcGHfMydO5fi4mIvyfldwaZNm3j//fd55plnSE9PZ+vWrWzbts27+rd792727NmDxWLhgw8+YOPGjVRXay0r9fX1XsGegIDBoGfVuhWsWreC/+cnf059TQNHDx3n2OETnDt9gc72DjrbP+HM0U/QGwzkFhZRMHcuhXPnUlUq3LZeY7rgvkChc6+YhUcaWbginobqQZrqB70TwJkKwK3Dw7z/tmYJrKoqFddvApCckc6iNSsoXDAXUTf12K1Dozdfg9HEqo3bOLL3VzTVlFJ18wJ5c7Q2KH/S0Bvnj2quTZKONZueHnVI8oP25jrOHNqD3WbFaLKwcsNW4pMz6e+SCY+aaoy3V9WQZRenD+5ixG1biyAQFZfIyg1bObrvNXq72rSMja1/SNX18z5n9UBRFMqvnuH6+WNaqJ9Ox9xl6ymYt8JHNyS7VIb6Xej0Il6zrRmK2j36jLjkzAnPRUTrkHS+xxMEEREBQdS5NTnjrx8BnX4Ku9sASYYHOp1be+DTOjW6t6ooVN4o5ezhY7Q3tbj30TFv5VKWrV9LWGSEdx9/54yOj+XL3/8WJz86zPmjJ7l65jyNNXVs/uozxKfMPG1ZVWGgx8VAj4vGSjuWMMlLOuJSDMSlaIR5uF/Wqh09MrZhhYe2Pk5PRxdNNXXsfvkNnvn2H/Le679l08ZN7Nu3b0q3wf379/PEE0/wz3/5sndyW7JoIesfe4TYMQYX0+Xz3CmMWK001tYBsGTdGq6du0hvZxc9HZ1Ex8f53We2RON2Kxp3qooxFp7uAMU1toqloKiy97tdL+p9FhYEBCJMMZNWK4ySmRjL5GYlQQRxJyGod8reJ4g7iq6uLoqLi+ns7OTHP/4xf/VXf3VHjvvzn/+cH/zgBzQ2NgasP0hPT+fv//7v+f73vw+A0+mksrKSGzducP36de9/a2pqJnWLys7OnkBA8vPzvav3X1T09fXx+uuv8+KLL1JePrqKVlBQwB//8R/zjW98w+tW5XA4MJlMqKpKe3s78fHx9Fo76ba2TXr84SErp4+f5e033+PK+YsM9PX5PJ+YmsqchfPZ8pX7mbukaFYtaaoKQ/Z+ZqKbGA9REAkxTuzzHehzUHmrl6FBOw6Xzc+e48ei0lRbx4WTp7hx6bLXglin1zN32WIWrVpBYpqmr3DJsp+Jpy9aau0TRLPlV89y+fRBRFFiw7YdRMUmTrgu6ytvcNYddLfiwafIyPMfSqmqKhXXznH17GEtCC42kdWbniYkLALroIxtRCUyVhqXB+EPMycbHpLRUl+JJOmwhEYw2N/N3GXrKV60hpHhQQ7v/RXWoX6i41Po627zVoOyChew4oEn6e1q49zR/fS4dRMJKVksvX/zBEct+4jC8KCMqqiYQ0UsoTNf1HA67Ox+5W9RVZUnvvZfCAkb1axIkkByltHnfRIEAZ2g906GVEBRNWedsVBVFZesaRl8WmL8ZHNMh+a6Ck589DbR8Ul848++i96gtW3JskLFtZucOXSUrlYtA0Rv0LNg1XKW3L+G0PCJbWCTkQ0P6iuq+PCt3QwPDCJJEus2b2LR2hV3zPLVYBK9pCM0QkIQtYUNj6i8raGff/lf/0x/Ty+RMdEM9Q/M6Hs/LS2NqNhYtv7B10hOS/N5XgW3ffXdnz7cunSVvf/xJrEJ8fzR//pz3vznf6O+spqN255k6X1r/O7T0Wz3WYQIFCFhEnHJM69ESDqB9DzLHatijEVnWw/f3PDn6PQ6dl36d+/jgiBhdCeAWwyhY0JzNRtbo86/bkZAJC0yd1IHqiCCuNMIEo0vKL7yla/w1ltvMWfOHC5evOi19rtd9PX1kZGRwdq1awPSHzz11FOcOHGC+vr6aduihoeHuXXrlg/5uHHjBm1t/ifaer2ewsJCH/IxZ84cMjIyvnB+3qqq0tPTw+DgIGFhYURHR/sdY2pqKs3NzXz22WcsW7ZsWqLhQXfPAJ8cvUVrUyPl169Tdv06jbW+xC08Mozl9y1m1fplLF+3mIioqcWmY2F1DM3ICWo8DJIJo97/jUuRVSoq2mmsHZzUOtY2YuPa+fNcOHnKmzbtQVhkON/6nz/AZB5NpFVVd4VkiomM067QWj/R5UxVVU589DYt9ZWERUSzYfsL6PWjN9WezlY+efc/kGUXhQtWMX/Fg549fY7jcjq5cPwD6iu13vSM/LksWfcoOp0el1NloFebyIRGiAGuYAZ+TcuyzOmDO70kY80jzzIyPMi5o/uxhIbz2Je/hyiK9Pd0cOTd/8Dp0Pq3PGLxkLAIMvLmujUbKnqjiYWrNpJduGBcO5mKdVDGPjJK6CxhEibLzAltS30ln37wFqHhUTz+1e/7PBeToCc0wve7RhQkJFGaUHHTslNG//YqWlVmaMBJd5vTM/BZTXG72ho5vPdXhIRF8tQ3vk9MkkT1rRucOXSMHrdNq8FoZNHaFSxetxpL6HStJVOPwzo0zIHf7vVmbGQW5vHIc9u82SR3CpJOIDxaIjJGR3i03ls5aqhs5sd/8DMUl8LWrVv57W9/G/Axn3nmGY6dOMEf/68fTviu01zhZmk9PEO89+bbXDt3keUPrOOhpx7nzJFjfLLvA7KLCnjuOy/43ae13oZ9FuGI5hCRhNSZCdvvRhVjLHo6+3j+gT9DFAX2XH3Z5zm9ZEIv6QkxjBLhUEPElGG6cSHJRJhjJn0+iCDuNIKtU19A7N+/n7feegtRFHn11VfvGMmA2esPAtFehISEsHTpUpYu9XXt6erqmlD9uHHjBoODg1y/fp3r16/7bB8WFkZJSYkPAZk7dy6xsfcutVQQBGJiYoiJmfoLOiMjg+bmZurr61m2bFnAx4+JDic5ORJBEEhOS2f9o48xPDRIxY2blN+4TsXNGwz0DXJo3zEO7TumCVIXFrJy/VJWrV9GblHWlORMEnTIzJ5oTGanCCDjJCXLRGSMRFXpICNDo+dpaWjkwslTXL9w0Wt9rNPrKVm0kOrSMoYGBlj78EYfkgGa5/90q6XWIf8TCUEQWP7Ak3z8zi8Z7O/h4vEPWf6AlvA9Yh3i5MfvIMsuktLzmLts/dg9veccHujj5IGd9HW3IwgCC1ZtIG/OUu97PDw4em7ZBQS0OBhYG5Usy5w+NFrJWPPwsySmZiO7XFw9cxjr0AAt9RWkZhUSER3PknWPcebwHgAiouMZGuhheLCfW5dOApCWXcTitY9MEGd7WqVG20y0idL01Rn/GG2b8tVnGIwCIeHjiIugWdqOd84BtJ5yYVS3IbgfCwmTGOyVcdjkWa+jG01a65RtZJjKG5fZ98ZJhvo1DZrRbGLx2lUsXrcKk8U81WHGvpAJORtjYQkN4annv8LV0+c4tu8j6soqee2n/8zDz20ju2iiWH+2kF0qvR0uejtciIKN0EgdETE6EtOS2PG/nuUXP3qD7du3z+iYHrfBkWHrBMI1Wxe7mUJVFK8eI7e4yP3fQj7Z9wH1ldU4HQ6/+pfPQ6NxN6sYY+HJ0VAUFUVRfNsdFScWw+jfxqwLnZJkWPRhQZIRxOeOINH4gqGvr49vf/vbAPzgBz+YMGm/E5iN/uB2EBsby/3338/999/vfUxVVRoaGiaQj9LSUgYHByfVf4yvfpSUlBAS8sURtGVmZnL69Gnq6+tnvG9JcSqtrf3e30NCw1i4YgULV6xAlmWa6mrp7a7iwsmLVJfXcf3iLa5fvMUv/+414pNiWXn/UlauX8aS1QswW3xX5SRRYrbGU6IgTtrrq6oqdnfLVEi4nrlLo6gt6+XAnpNcOHGSFreQFiA2MYElq1cxb/ky6quruPrZOUxmM3OWLBx3zMD6v6dqjTCaLKzasJVP9r1GfeUN4lOyyMibw6kDOxkZHiAsMoYVDz7lJ2NFoK2pmjOH9+KwjWjH2bjNR9w8YlV9JjLT5R34Ymqy4SUZdRWIksSah58hMU3L9JB0OrKLFlB6+TRVNy6QmqW57nS1NXn3b6ot9f6sNxhZ/sCTpGUXTTiPw6a4LVNHSYZnVKJ0e0RjvBA8MlY/gQSPns3/uTy6DUWRNcc0QXOniorT0dY4+0mupNcmpbLLyblj7wFgMJlZtGY1y9avnKVNq+CmqP6vA0EQWLB6Oak5mbz/xjt0tbaz56XXWbR2Jes2b7zj2ROKitehqqnKjl7SFpJm6zZot9t8iIbKdHWcO4fWxmaGB4cwGI2kZWcC2vdIeFQkA7191FdWk1sy8fq+2xqNiBg9mQUhd62KMRZjww9l2ZdoKKqC5J7GGSQTocaICft7jyPoiA9LvXsDDSKISRAkGl8w/Nmf/Rmtra3k5+fzl3/5l3ftPJs2baK+vt6rP3jnnXe8zxUUFPD3f//3PvqDOw1BEMjIyCAjI4PNmzd7H/foP8YTkJqaGtrb22lvb+fw4cM+x8nKyppAQO6V/iMjQ5tk1dXVzXjfyIhQUlMiaWrum/CcJElk5ORSNK+Q7/7weTrbuzhz7DxnPjnHhdNX6WjtYt9vPmLfbz7CYNCzcMU8jXg8sJTUjOTbsjDUTRICBWB32bykoK6ikQ/fOczhfSewDmkBf6IkUbxgPkvWriYjJwcEAZfi4vxxbbV9/sqlE1YkA5nEuBwqTvvU28UlpTFn6f1cP3eUiyc+pKW+ku72JvQGI2sffnaC/a2qqpRfO8u1s0c0PUZcEms2bccSOvoZkGWwDftOdOUZEY3JIcsyZ8aQjLUPP0tiWo7PNjnFiym7cob25loGejvR6Y1Ul2oBfqKkQ5FHq0nJ6XkTSIZmB6xgt3peg+YtNXa6L82iouFyOujp1MTT8WOE4OYQEXOIv2tP8PmPPwi4CbIqaO5GgoDBLGAJE7EOzqwtxuVyUlN6mdLLp7yPGU0WihauIqdkMXq9AUW5ve+LqWsb2gT5q//l2xx//yCXTpzh0okzNFbV8tjXniE2Mf62zj0eKuByOGmqrqXy+i1g9m6DBqPvir3qphqfB6puacQ5qzAPyd3mKwgCOcWFXD51lurS8glEQ55lKjhMX9H4vKoYY6EbY4ghO2X0+tFpmyRIOBUHRl044cbJbWwBEsJSJljiBhHE54HgVfcFwsGDB3n11VcRBIFXX30VsznQ8v3sEBkZyfe//32+973vBaQ/+Dyg1+spLi6muLiYZ5991vv48PAwN2/enNCC1d7eTk1NDTU1Nezbt8+7vcFgoLCwcIIAPT09/a6+tszMTIBZVTQAiorTaG7pm9TK0zrs0vI15saz5SuPseUrj2G32bl09hpnjp7nzNHztDS28dnxi3x2/CL/+Nf/Rnp2KqvWL2Ph2hKKF+ajN8zsY6+fpG1KUWSGrYOcPHiOD357mJsXR8XySekJPLz9AeYtXcpArw5VUd0CUhc9nR3UlJaDILB4tW+K92g1Y7q2qelXtVUVihaupqOlnvamGppry0AQWLlhm48VLGh6jPOfvkdDleZ8lZk/j8XrHkGn833t1sGJNquKqk1upIArAROrGhrJ2E3zFCQDICQskuSMfJrryqm8cQHZ5fIKwBXZhU5vwOXUWtTam+tQFcUrPpZlleF+15gKjOC/dUkSpxXhj0dnWyOqohASFkFoeKT38ai4ideOIIjeCZG/84+HJIigisiqEwGByFg9I0P2ye1ux8DldFB18yJlV8940889LXLrHn3OHeyooqrQ1eIkJlHTqMwW05ENnV7PA1seI6Mgl4/f3kNnaxtv/sOL3P/Uo8xfufS2vptUVaW7vZO6skrqyitprK4bNVvQ6di5c+eM3AZ37tyJTqfjpZ/+PXMXL2bu0sXEJyV5wzM/D3jyMzxtUx7kFBVw+dRZqm6WsnHbkz7v22yrGaDpgybD51nFGAtJN6ZVSvb93pNECZfiJMwU6ac6O4pwU/SkoX1BBHG3ESQaXxAMDg7yzW9+E4Dvfe97rF69+nM7d6D6g3uJkJAQli1bNkH30NnZyY0bN3wIiEf/ce3aNa5du+azfVhYmE/+h4eE3Cn9x+1UNAAiwiykpUXT0NAz6TbtrVYioowkpmrtDEaTUate3L8U9S9V6qsbOf3JOU4fPc+1CzdpqGmioaaJt1/ZgyXEzKLVc1l230KWrF1AdFzklOMRBRHRTzWksbaZXW/u4+Ceowz0aRM4URJZ+cASHnv2QRasnOO98VmHXFTd6qe/3waoXDxxGtAmC1Fx4993VctzmOZ9Ghmemmh4jiAIAjlFC2lv0tKco2OTSBo3gR8a6OWUR48hiixctZHcEk8OxehI7DYVp8P/yGTnTIgGjCUbiixz5vBumuvK3e1S/kmGB7lzltBcV0516SWfSV/hgpUULVzDyQPv0NlSj21kiM62RuKT0nE4VK1VytsaIvqd4gui29FWnRnZ8GRzjLW1DYuQ3K5O484xpm0qkHdMVmQUFERBQkFGpxcIi5IY6Jn8GnA67FTeOE/51bPYbZqVrSU0gqKFqym/dpah/h5cLl8xs6pCd5sTVWWipmQGmLqRSkNOcQF/8IM/4aPf7KauvIrDu/ZTV1bJxmeeCkCAPgqbdYT6ymovuRjsG/B5PjwqgsyCPBRZYe/evbS1tQXsOrV3715UoK+7hxMHD3Hi4CHik5MoWbyQ4kXziYy5/TDRqTA0MOjNMBkfzpdVkIcoSfR199DT2UXMGJvb2yIafi4pSSeQnmshNuneuDRJYysartEBCoiIgg6zPgSH7PAb2Aegl4zEhszcWjmIIO4UgkTjC4If/vCHNDQ0kJWVxd/8zd/c6+H8ziAuLo7169ezfv2oqHes/mNs9aOsrIzBwUHOnDnDmTNnfI6TmJjoN/9jpvoPD9HwZGnMBsWFqTQ19k65ulZV1kdYhIGQMN8VY0EQyMxNJzM3nS9/aztDA8OcO3FJa7M6eo7e7n5OHjzHyYPnAMgryWLZfQtZdt9C8uZkT1gV0425ebmcLk4cOsO7b33IhVNXvI/HJcXw8PYHeHj7/cTET5x8GENEcheYaW+E2vJ+rn6m5T0sWedLplXVIwKfGrJLxT4y1Xs7mgA+1N/DheMfeJ/p6WyhvvI6GXlzAWhrrOHM4T047CMYzSGs2rBtnMbAPWlUYWSKdGqXS2Xmlg0qiqxw+vBummvdJGPTMxOI0HiEhkch6fTI7omypNOz/omvExOfDMCah59h/+s/Q3a5OH1oN+s3/xGyUz+miOKfZAB4/vyCMKmBmF+M12eIgrYCPAFuEbj7lymPqblNyd5Uey3AT0IFwqN1DA/IyOP8DRx2GxXXP6Pi2mc47B7tUBTFC1eTWTAfSZKor7zGUH8PDtvIxHO6yYaiqIRF3s7tcbraBoSEh7Htm1/n4okzHH//IFU3SmlraOKRL28nI9//NaAoCu2NzdSWVVJXXkVrfaPP94xOpyM1J4uswjwyC3OJjo9DFERsIyNU3Shlx44dU+ZogOY2+PzzzyMIIn/0w/9Je3M9Ny5cpPJWKR0trXS0tHL0vQ9JzcqgePFCihfOv+MuWgA1ZVqFNDE1hbAI39V4g9FIek4WdRVVVN8su2NEQ6uoqt4Kyb2qYoyFKIoIgoCqajbMHkiihElvQRIlRhxDWPShflqnBBLC0hCFezf+IIIIEo0vAD799FNefPFFAF566aUvlLj5dxFT6T8qKir85n+0tbXR1tY2Qf/hL/8jLy9vUv2Hh2gMDg7S19eHYJp5K0RoqJn0jBjq6rom3UZRVG5d7WbRinif0vqEY4WH8MBja3ngsbU4XU6uXr7GuU8vc+7Ty1TeqKHyZi2VN2v59Yt7iIwJZ8naBSy7byGLV88jJMyCXtTT2tTO/t98xPvvHKSnq9f73ixdt4DHnn2IJesWIEn+xyCrMk7ZgShCUoaZiyfPYh+xERUbQ07heNedwCYI01czNDgddk58/A4Ou43o+BQSUjIpvXyKC8c/JCo2iZb6Cq599gmqqhIdl8zqTU9jCfXXXiBgHXQxlU50NjoNRZY5fXiPRjJEN8lIz518e0Wh8sZ5rp876iUZAGs2PeMlGQAGg4msggVU3bzAyPAgnx3dxcJVz7gzWCYnGeDrOCUQWFXD5XTS09EMjBKN8JiJ4XyMO/tU41DBb4CfIICEBJJKZKzea3drt1kpv3qWyhvnfax+ixevISNvrg+BNhg15ym7ffJ08N4OF6oK4VF3l2wIosiS+1aTlpPFB2/upKejk53//h8sW7+G1Q8/iKTTMdQ/QF15FbVlldRXVGGz+hKkmIR4MgtzySrMIyUrE71h/HeTislsZvPXnmXvK2/w5JNP8vLLL0/qNrhjxw4OHDiA2RLBYJ+B8Ih8HnqyhI1b7NRUXOfmpUvUVVbTVFtPU209h/bsJys/l5LFCymYN2eWgvqJ8LRN5ZQU+n0+p7hQIxqlZSxbv9b7+O0QDdDIhk5/b6sY4yFJIi6XjGtMRcOsD/W2tSrI2FxWzHqLz34xlgRMurvbgh1EENMhSDTuMaxWKzt27ADgm9/8Jg8++OA0ewQxW+j1ekpKSigpKfHRfwwNDfnN/2hvb6e6uprq6mq/+o/xAvT09HTMZjPx8fF0dHRQV1dHVmGav6FMi6LCFBobupGnmN2OWF1UlvZRODewFgadpKdgbi4Fc3P42p9sp6ezjwsnrnDu08tcOnWdvu4BDr97nMPvHkfSSaRlJ6PIKg3Vo65G0bFRPPL0g2zcto6EFP+pvB7IqgunPJpzoaoqh3YfA+DBp+5H1EneVp5Aqxkwua2t+yza/6sqn33yLgO9nZgsoazZ9DRGcwhdbU10ttZzeO+r3glpVsF8Fq991Cs2HQ+XQ8Fum3ry4nL5roROB61dau8oyXh4apLR19PB+WPveyf0JnMItpFhAAQ/4u3E1Hyqbl4AoLujjtLLByhZ/AiCMLXr1diFz0CrGl3tTSiKgjkkjNDwKHQ6YYpqgG96sT9MRjLGjktEIjRcpbOln2ufnabq5gWvNiUiKo7ixWtJyyn227duNGuTMX8VjbHo63ShKhARc3fJBkBCajJf/a/f4di+D7l29gLnPjnBjfOXMZpM9Hb6LjgYTSbS83O0qkVBLuFRkVMeW/uLq2QV5rFlx9d4/43fkp6ezpYtW9i+fbvXbXDXrl3s3bsXUdKhqioj1n7s9hFU1chAn4qAQFTsHDZsmYesDFNfcYNbl6/Q2tBITVkFNWUVfPjb3eSVFFGyeAG5JUWzdtRSZNlb0cgt9k80cosLOfLu+9RX1eCwOzAY3Y5i8u0RjbBIHblzwu5pFWM8JL2EyyWjuImGQTJh0vsSiBHHkA/RMOlCiDTfO0v4IILwIEg07jF+/OMfU11dTUpKCj/96U/v9XD+UyI0NHRK/cd4AjI0NDSl/sPTyvDBBx/w5bhnYBYLfCEWExlZsdRUd065XUerlcgxeo2pIAhaud0T3BcdF8nGrfezcev9OB0ubl0u59MPz3Dy0DkGegepqxi1pjUYDSxcPpenvvooxUtzMZqmbhRyKS5cim+Y3q1LldRXNmEwGXjqD+5DpzdRWzbMUL9vMN9U0zJFVrFbJycanonxjfPHvMLqNZue8WZIzF22nqP7X3OTDIFFax4mt2Tx5ARBVX0yM6Y6ryKDFMA3qiLLnDmyl6baMjfJeHpSkiHLLkovnaT08ikURUFvMFKwYBW3Lnzq3abyxnkSUrLc49DeH4MxCUEQ3cJ6geb6q5hDI8gpXI06hTZivLVtIFWNzpY6QHObEgSByFid3ywOcYwI3H3wCfAYBjDNOYf6Bzhz5ChXTp/D5dSqGpExCZQsXkdqduGUhM9o1CZoHu3GVNPS/m4XiqL6FbUHjqnJhqqq9HV1U1tWxdDAIJJOQnbJWAeHsA5q+qfE9FQyC3LJKswnKT3Fx/I0EHjoZVZhHt/8iz/j5vnLHD3+KTt37vRuEx0Xy/KHNpKQPIeP3n6REesQ3e0tJKZloqoKoiC6XctkwERi6hIycpfhcPRRV3GDsiuX6WrvoOzqdcquXsdoMlEwr4SSxQvJzM+d0Zib6uqxj9gwh1hIzkj3u01MQjwR0VH09/RSX1lF3pxiYKZ206MQRYiON5BVGPqFIhmAuxoJLpeMKEhYDGETtnGpThwuOwadEVGQSAhL/cIF3wbxnxNBonEPcfbsWX72s58B8O///u93zUo2iNnBn/5DURS/+R9j9R8e/OhHP+JHP/oRcfGx5BfnkV+YS35RHvlFueTmZ2MJsfg7rRdF+SnU13X79OX6Q1VZH6ERekLDplcJiII0IbhPURSunb/FB28f5uzRiyju85nMJiJjIuhu78Zhd3idrIwmAwtWzGHpOq3NKj7Zd9XMpThx+UkN/vA3nwBw32MrCI3QiFHhwjDam2w0VA+DzLS6lpFhZdJVds9UrqHqpjesbul9m93OQtDaWM3Zw3vGnEPFbAmZ8mY8MqwGvELqcqp+24XGQiMZ79JUo5GM1Zs8JGNipaGrrZHzn77PQK+2op2cmc/iNY9w8+JxFEUhJj6F7o5mWuoqGB7sxxwSjnVAxuFQkXR6IqKT6etuIimtmNbGm1TdPI7ZEkFy+hzUSVqoxhOEQKoa7R59RkoGBqM4hWvTeBLj+7uKissd0jcZ+nt6OXP4KFfOnvc6KsUlpVC0YA1JGfkBTawMJg/RmLqi4cFgr4yqQFS87jYmbr5kw2Gz01BVo2ktyirp7/G1nrWEhoAgeIlGRHQkS+5fPSHYcmbQrjGT2czidatYtHYlA7397H7pP+hu70SUJLLy5yM79cQkpNJUW0ZrUw2hERHo9AYMRjOCIPi8B1r6djgZuavIKVyF1dpJXcV1yq9dZaC3j2vnLnLt3EVCwkIpWjifkkULSMnKmPZ99LZNFRVM6qbksbm9dPIM1bfKvERjNhUNc4hETKIBnU5Auc2KyN2ARxCuyCpGnWlSm1qrcwiDzkhcSPKk4vAggvi8ESQa9wh2u53nn38eRVH42te+xmOPPXavhxREABBFkczMTDIzM3n88ce9jzscDm/+x89//nPOnj1LREQE/f39dHZ00dnRxaljoyREEATSMlIpKM4jrzCXgqI88ovzyMxO9wo1zWYj2dlxVFa2TzkmRVEpvdozrV4DtIqG093m29fdz8E9n/LRziO0NnZ4t5mzuJDNz21k4+YHMRoNjFhtXDh1hVOfnOXMsfN0tfXw2bFLfHbsEgCZeWksu28hS+9bSN7cTJAmThS723s5e0Tb/tHnHvB5H+JTjYRGQX35CAO9U6eXT6nPUKG3q5Vzx/YDUDB/BZn581BVlbIrp7l+7qimx4hPJiomkerSS5w79h6RsYmEhk8MM5NdKjZr4OFwLpc6ZUC4IsucPfIuTTWlbpKxneSMsZUMbSLodNi5du4oVTc00bzRHMKi1ZtIyylmeLCP2vKrAMxfuYEb54/R0VJH5Y2LZOWt82m1i4pNp6+7CQTIzFtGXeU5blz8EJM5nOi4dL9kw9+cbqqqhuxy0d2utdbFJ2cSFed/Mi74iMC9D46+N6juSpv/SV5vVzenDx/l2mcXvHa+qVkZrNr4IGk5ObTWOzS3sgDmiJ50cIdtco3GeAz1a7bG0QmzIxuqotDR0kZtWQW15ZW01DagjHEMEyWJ1OwMMgvyyCrMIzYpAVVVOX/0BKc+OkL5lRu01Dfy2FeeJtUdXDfjMaC1UHkInyAIRERHsv1bf8Ab//gLutraOfreHpbd/ziKIqPT6bh16VNuXdKqZ5HRcWQXLSK7cAEGo2XC39PlAoMhjvw5D1Awbz0Dvc3UVV6n8sZ1hgeHuHD8FBeOnyIiOoqSRQsoWbKQ+GT/bkjV7vyMnOKJYXxjkVOkEY2qW2Xe1sWZaDQ8VYzQiNGp0O22Xt0NeDRwoiKhl4yTXoMO2YZRshBmivwcRxdEEFMjSDTuEX7yk59QWlpKQkIC//iP/3ivhxPEbcJgMHj1H93d3Zw9e5YHHniAf/r3f+DspVNUllZRXlpJZZn23+7OHhrqGmmoa+TQh594j6M36MnJyya/SKt+ZOVmMtTvJCQ8YuqV9wD1GiIS187d4oPfHubUoXO43KwjJMzCg0+u5dFnHiQzLw2DzoRRp62ImS0m1jy0nIVri/jjH3+D2ooGt6D8CmVXKqirbKSuspF3Xt5PaLiFhavnsHjtPBatmUN4lFbiP7jrU2SXTPGiPLIKfHUriipjNEvkzQ+ho9lOU/UI/qz6VVVlZNj/hFdFxTYyzMmP30F2uUhMy2He8gdxOh2cP7qfxhpP8NcCFq99BAGBvp52utubOXN4Dw88+Qfe9gTPEa2D8oyCv6YShHtIRmNNKaIouklG3oTtWhsquXD8I6xDWkJ8ZsF8Fqx8yDs5vnXpJKqikJiaTVxSGnlzltDRUkdN2WVSM1ciunu3BASi4zKoLT9Nb2cDax/+Y0as/bQ3l3P5zG6W3/81QsNjJ5ANfy1PU1U1utubUGQZkyWUhORYTBb/1Qx/zVqex6YiGd0dnZw+eITrFy57rXwzcnNY8/BDZORpzkyKqhAepaO/x+W25p1aE+F5L+0zIBoAwwMyiqISm6j3q4sZD+vQMHXlldSWa1UL69Cwz/ORsTFenUVabtaEYDxBEFj+4H2k5+bwwZvv0Nfdw2//9RVWbLiflRvun3H7FEwkGwDhUZFs+cOv8PaLr9BcW857TTWoisLWrVt5+umnfTQcu/fs4eaFT1m5YRvJ6fmTBsSpikBYRCpzl6QyZ9FGujvrqK+8Tk3ZTfp7ejl9+CinDx8lLimBksULKVm80GuX29/TS0dLm2bGUTTeMMIXmfm5SJJEf08vTXX1hIWHMzwou4nQ1H+jsVWMsfhCEg1PRUNRpqxUiIKEXhesZATxxUKQaNwDXL58mf/7f/8vAC+++CLR0XfXjzyIzxdjszRCQ8NYsHgeCxbP89mmu7ObirIqKkqrqCitpKKsisrSKoaHrZTdLKfsZrnP9kaTmcSUZBKSU0hISSExJYWE5BRCQkdtJTtarUREGUhKnWg1OdA/yMd7jvDurz+kvnpUe1EwL4dHn3mQ+x5ZickyKibRj0sDt7tsqGgrhtkFGWQXZPClbz3FQO8gF05d5bNjF7l08jqD/cOc+OgcJz46hyAI5M/LZuHqEj5wt009+pyv2YGiKt5WJkEQiEvRExYl0VBhY7DPt7phG1YnSe5VkV0ypw7sxDo0QFhENCsf2op1sI+TB96hv6cTURRZuPphcooXeScgKx/cyoFdL9HT0cL1c0dZsPKh0dc7ouKcYa+3PIkgXFGUcSTj6Qkkwz5i5fLpg9RX3gC0YL4l6x4jMS3bu81Qfw917mpGydL7UBWV8KhcjOYw7CODtDeXkZQ+xzuBj4xOQRBEbCOD2Kz9zF36OPaRIfp6mrl06h2Wr/8GRlOID9kQJpm7TlbVGGtrGxU/yQRHYNJJn6KqyOpEktHZ2sapg0e4demq9/rILsxnzaaHSMvJ8m6nAqgC4dE6hvplbZIoCAhTkA1P69R0YnB/GBlS6Gx1Epukn0DKZFmmtb5Rq1qUVdLe3OrD0PRGAxm52WQW5pNVmEtEgDkUSRmpfP3PvsvhPe9x68IVzhw8Sn1FNY9+Zfussiz82QEkZ6ZTvGgZN86fYcNDD/Hqq69OyNt4+umnaWtr4/kdOzjw4duse/RLJKfnTTuhF0SJ2IQcYhNymL/8UTpaqqivuk59ZTmdre0ce/9jjr3/MSmZ6ZQsXujV3KRkpmOZxoFRkWUiYqIY6Onj9Z/9q/fxyOh4coo91RffdjN/VQzfY37xiIbO2zolTGlVG26MYtjejxyShBRMAQ/iC4Lglfg5w+l08od/+IfIsszTTz/N1q1b7/WQgrjDGJulMRli4mJYGRfDyrXLvY8pikJLUyvlpZVU3Kp0E5FKaiprsdtGqK+upr662uc4YRERJCSPEo+WhlQeemIesfFhqKrKzStlvPvrDzny/nEcdk2cbbKYWL95NY8+8yB5JVmMhyjqfPqiZUXGKdv9vo6wqFDWPLKUVQ8vQpYVKq/XcOH4NS4cv0ZdeSPlV6spv6qNWRAFLp++gU4vMX9lMWaLycdpytP6YjSL5M230NXqoKna7r3xT5YGrqgql05+TFdbI3qDkTWPPEt3exNnDu/F6bBhsoSyasN24pJ8Kykh4ZEsW/84pw7spPzqGeKTM0jOyENVVEYCSB4fDxWNbIwNEx9PMlZt9K1kqKpKQ9VNLp86iN1mRRAE8uYuY+7S+9DpfVe4b146iaqqJKblEBWTwkCvjCxDatZCqm8dp7H6Esnpc73bazqNFPq6G+npqCc1ewELV23n7NHXGBnu49LpnSxb9xUknd5LNsRJJo2TVTU8RCM9J9tvOB+AiL/HNaG6RjJG0d7cwskDRyi7et17wtySItZseoiUzImiYO+YRYHIOJ3X7nYqsmGcoUZjPGzDCp3NTuKS9Qz291FbVkltWQUNVTU4bL6fk/iUJLIK8sgszCMlM32cs9n0blQeGExGHv3ydrIK8zi0az8tdQ28/vf/yobtT1C0aP4sXoUv3bCNjFBx7RIPP/ww+/fvnzRnIzExkf379vHEk0/yyaHdbP7qn7rF9X5a4/xApzeQnFFMckYxi9eM0FxfRkPVdZrramiua6C5rsG7bUhYGDbrCCaLf11KdWk57/7Hr3E6HJNWX26cP8aqjU+T7DZbmKyKMRbjs1nuNXSC3vv3ENTJSYZFH4pBZ0RFpd/WQ7Ql/vMaYhBBTAlBnW2qWBCzwv/+3/+bH/3oR8TExHDz5k0SEhLu9ZCCuMMYGBjwCvsb22uxiYO3dTyHw8mRw2c5feIKbc3NtLc009bcTG/X5DkbkdEROJ1OhgdH20NyCjPZ8pXHuO+xVejNk9+wjDoTBp1W3VBVGHEOeZ2qxkJVVRyK3e1sNBFdbT1cPHGdN36+m6F+37YRnV5HyZJ8Fq4uZtHauSRlxKOq6gSLW4dNoaHCRn+Pk+Yau5/kXpWK6xe4dPIjANY8/Cz9PR1cP3cUgJiEFFZvfNrrOuUPl05+TOWN8xhMZjZt/xaKbMFhn93XoiVUxGTR3lsvyai+5SUZKZmjrSDDg/1cPPERrQ1VAEREx/mI18dOBAf7e/jo7RdRVZX7HvsDjMZE7yTVbhvmxEf/iqoqLF//B0REjfa9V906Tk3ZKZLSSpi37An3ebv57NjrOB024pPyWLByK4IgIiASnWCYvB1GxaeqIcsudr/8t8iyi+f/+38lPtn/d5koSBOOqao+Eg1aGho5+fFhKm/c8j5WMG8Oqzc9SFJaqv8BeY6F9l6rqkJ7o8MtUB59dvwdzmYd4t3X/gGAZ/7oL7Q2qAD/3C6nk46WOtoaa2hvrmagt9vneXOIhcyCPPe/XELDJ7/uxowwsJO70d/Tywdv7qTFPSkvXrKAh7Y+jsE0s8wHYcz/njt6ipMfHaSpsTHg5PC09HTmr3iIgnnL3UcSAyIb/jAyPEhDzU3qK6/T2Tpqpy1JErleu9xib0ZIdWk5O3/5KzZt2sQrr7zid8ze6svHB1i/+cvMWVo8aRVjLNJyLCSm35kskNuFKGiajD/a/AMaqpv5p1//vyxetWDCdjpRT5Q5zltdkgQdGdEFwaC+IL4QCFY0PkfcvHmTv/7rvwbg5z//eZBk/J4iPDzcu7LW2NBEXObtuYkZDHo2bFyJS7Vgt49O+O02G+2tLbQ3a8SjobqatpZmXE4nfT39E45TX93Iu299xNULN0nLSSIzP43MvDTikmJ82h90Y9qmXIpjcpIh26e0Po1NjCZvTiZD/cOIksh/+ZsdlF/VKh7tTZ1cPXOLq2du8R9/t4uk9HgWri1h4ZoSihblotNrX00Gk0juPAsNFSM0V0+sqrQ11XH59AEASpbcR13FVZpqNMea7KKFLFrzMNI0nrPzVz5EV1sjvV1tnD60hwUrn5vU6WY6eISoiqLw2Sf+SYaqqlTdvMi1zz7B5XQgihLFi9dQuGDVBJ2IZyJ46+IJVFUlPjkHwxiSAWA0hZCYWkRr400aqy8SsWQ0pDIqNh04RU9nA6qiIogCIWExLFz5NBdOvEVHayVl145QNH8D085JBHwm5D0dLciyC3NICHFJ/ldPhfGWtuBNvBcQaKqt4+SBI1TfKvPsQPHCeaze+OCkQmF/wxIFEQXNhrat0e7z7HjdxthWGqfdhmEKJydVVenv7aStsZq2hmo62xq8YnRtuALJmelkFWoi7oSUZIQZXjuBJW2MIiI6ii99dwdnDh3j7KFj3LpwhZbaBh776jMkZUxNynxeG+4/qapy/ewFtm3dGhDJAEhKSmLrli0cOnKM/LnLtORqFFCFaVup/MEcEkbB3BWER8TyyXtvoNMbCAmPoL+7k/JrNyi/dgOD0UjBvBLy5hTz4du72bRp05Qp557qy5NPPsknh3axYNX/JJApzxdFo6GRDAMCoxoNfw6EAgLhpiif911WXQza+4gwBduyg7j3CBKNzwmyLPP888/jdDrZvHkzX/7yl+/1kIK4i8jMzHQTjcbbJhoAOp2OvLxEbtwYXe0zmkwkpqTQ0dJKQ00NTfV13ucioqLIn5NLdEwYjXXN1FbUM2K1UVVaQ1Vpjc+xLaFmMvPSyMxPI7sgk8KifHIKswiLCMXunNheoqoKDtkRUGr0h29rlYXVG5ew7tEVrHt0BS/88Dmaa9s4d/wyl07coPRSJa0NHbT+uoMPf30Uk8XI3OWFGvFYXUJkbDjWISvmMCvWAQFFMSEIAoMDPZw+tAtVUUjOyKOx+hYDvZoeY9GaR8gpXhTQeytJOlZu2MbBXS/R3d5ITdlJcovXBbTveLicoySjocpNMjZs85KMgd4uzh173+vUFJOQyrL7NxMeNVmwlspAXzd1ldcByCxY4/OsR4+RlrOY1sabtDXdIn/uA97068iYFARRwm4bxDrcS0iYNvGIik1lzpLNXDu3j4aqC1gskWQXLXdPFv2vTHtWwD2T4o7mOgDSc7MmnVyOFYFrFREVVVVorK7l1IEj1FVo1RxBEChZvJDVGx8gNnEWCzACoAoYzSIhYRLDg+NKX2NaqURJQm8w4nTYsdusE4iG3TZCe1MNbU01tDVWMzLsW5G0hEaQmJZDUnoO8cmZhISZiUsxoNPPPrNgpmRDlCRWP/wgGfk5fPDrnfR19/Cbf/4lqx9+kKUPrJ0BUVYZGbbS09nB9u3bZzTm7du3s3PnThz2Ea/AXvv7qrOubjTXVwKQkTuHFQ88SW93O3UV12iousHQQB/Xz1/i+vlLSJLEK6+8MinJ8ECn0/Hyyy+Tnp7O9fMXWXrfmim3hy+GRkNARC8avJ8fzwKELE9s6QwxhKMTJ+a89I90B4lGEF8IBInG54R//Md/5Ny5c4SHh/Nv//ZvwSCd33NkZGRw+fJlGhuaWMScO3LM3OwEqirbsdmdtLe0cO7EcS6dOY1tRCMDkiRRsmgRy9fdR1ZePpIosGB5PKHhBhRFoa25g+qyOmoq6qgoraSuopHG2hasQyPculzBrcsVPueLiY8iIy+NzLxUMvPTycxLJSU7Gc30ZPqb8WD/EMc/OAtMtLRNyozj8YyHePxrD2EdGuHa2VIuHr/O5VM36e8e5PzRq5w/qgmfTWYTthGbd//o+HjSc+ZSU3oVh22E0PAoOlsbcDrsmCyhrN74NLGJga/sAoRFRDN/+SNcPLmP2rLTRMWmExOfOaNjADidMp8d+YCG6lsIHpKRVYAsy5RdOc2tiyc161C9gXnL15NbsmTa74Ib546DqhKbmOvTFjV2Eh8RlUxYZCKDfW00110lq2AlAJKkJzI6md6uRno6GwgJjfZ2ZCWlFWOzDlBx4yhl1w4TGhFJREzJlGRjrFjDq8/Izfazobat5xha8rtMXXklJw8coammDtDsoucuW8yqDQ8QHTf7FGNvVUOViYzVYR2SJ2pKxpANg8mC02HHYR9BURR6Olq0qkVjNT0dLT55LpJOR3xSJolp2SSm5xAW4VsBdDpUOpocxKXoJ9WpBPYatJLRTKa5qdmZfOMHf8Khnfsov3KDEx8eoq68ike/sp2wyMkXOMb+aR12rQIUFTXR4nkqeLZ3OhxeouHBlNfQFGip176DPMQ8KiaBqJUbWLBCqzrWVlyjrvwKW7ZsmVH1ZcuWLRw7cZwl61ZP+3lzzcAe9+5AwCAZfKvM7gqvxyXQA4NkwmKYaP4BmtXtsGOQED/hfkEE8XkiSDQ+B1RWVvIXf/EXAPzDP/wDKSkp0+wRxO86PILwhobGabYMHLKs0FJfys439lBXVel9PCo2luVr17F41WpCw8O9jysqlF7rYeHyeHR6keS0RJLTElm7YQU2pxWn7MDpcNFc10ptZQP1lU00VrVQU15Pa1M73R29dHf0cunUaAK6IAgkpsWRkZdKem4KGXkpZOSlkpQe7y3ve3Dk3VM47E4yC9IoXDCaFzFei2EJNbP8wYUsfWA+iqJQW9bIx7/5lDMHL6EqKo9vftxH6Llz10727NaC90RJx9CAFnYWk5DK6o3bp9RjTPreulSi44tIyayjue4qN86/x4oHn8domj5x3ft+Kwo3L75PW6Mvyehub+b8px/Q36NllSSl5bB43aOEhE1d6VJVlY7mThprNN1CTtHoaux4u1hBEEjPXszNSx/QWHuZzPzlCO5eqKjYdI1odNWTmrUAYYwOODN/OdbhPppqL3P59LtEx0cSk5Ay6UTRU9WQZRddbdq1nZbjn2h4vKwURaXqVimnDhyhpV7TFUiSxPwVS1n50PpZOSf5gzZWAZ1e9Nrd+ttIQEWv19oDr5w5zEBvJw67zWez8Kg4rWqRlkNc0ngR90S4nCodTU7iU/TobytVerS2Eegc3Ww28/jXniW7MJ/De96nsbqW1376L2x6dgv580r87qOqKj0dXTRUVVN1Q3O46+3t9bvtZPBsrzf4dxvztFIFKhQf6OtmsL8HUZRITPU1qRAEgbikdMIiY6i8cX7W1ZcRqzUAJ6t7SzT0ksH72fXAU7kZW9EQEQkzRk55rL6RriDRCOKeI0g07jIURWHHjh3YbDYeeughnn/++Xs9pCA+B2RmZgLQeAeIRl11PW+/sYs9b++nt1u7uYuiSNG8+Sxbt47couJJWyVGrC4qb/VSND/G53FJ1OGUHegNOk2rkZ+GJOqwGEJRVeju7aSmos6bkVFX0UBdZSP9PYNam1NDhzeAD0Bv0JGaneQmH6mkZifz/puHAXjsuQd8VucU1Z+jk+p9XUN9w5w+cJFNG/0LPb02m88/z8cffwxAanYxyx94ctpWCv9QGR7QxlQw7yH6e1oYGujkxoX3WLT62YCqj6o6hmQIGslITM3m8ulDVF4/h6qqGE0WFq7eSHpuybTHVGSVoX6ZsisnAZW4pDzCo7T3wV8mBUBiWhEVN45gs/bT2VpNfLLmbhUdl0FN2Sl6Oxu0lXph9AiCIFC0YCM2az9d7TV8+uFbbNz6AqERUZOvSgsCPZ0tuFxOzCEW4hL96zNURaX8xk1OHTxMW2MzoK3Mzl+xjJUPrSciKnLa93WmEBFRkH3tbtGCBTtbG2htqKK1sdpL+jxkSW8wkZiaRWJaDolpOVhCwyc9xwS43x9ZVulodhKXosdgEsc+5X+HKQ+oBixQB+3vOGfZYlKyMnj/zXdoa2xm33+8xbwVS1n/5KMYjAb6e3ppqKymvrKGhqoahgdGW8J0Oh07d+7k6aefDvicu3btIjI6boJ97FholEkNqLrhqWbEJaWjN/gXY7ucmnPebKsvDpt9WqJxLzUaesmANM5jWhAE9HqtNcrlGiXPYaZIJHHqLJUR5xB21whG3e0kygcRxO0hSDTuMn7xi19w4sQJQkJCeOmll4ItU/9J4Klo1FTV0NTQjCXEQlR0ZMB/f6fTyZGPj/Gb13Zy+tOz3scTkxPYsHkTKdlziAjwZtvZPkJE4xDJaaMl9vE3M8Db5+tSHBgteooW5FG0IA+X4sKlaDf4vu4B6iubaKhqpr6ymYaqZhoqm7GN2Kkta6S2bCKxOrz3JNW36knPTSE9N4XknHjCInxv9p5b+/CglZ//8Fds2hiA0HP/fp544gkOHDhAU80tejqaSUrPJTkjj/jkTHT6iX3L/mC3qt52CUmnZ+6yJ/ns6Gv0dNRRV36GrMJVU+6vqgo3LnzgJRmLVm9Bpzfw8Tv/zvBgHwAZeXNYsGoDJvP0FRKnXWF4QGGgv4u2Jt9qxmQkA7Q2qZSM+dRVfkZjzUUv0YiITkEUJey2IaxDPYSExfi4m4qiyPzlT3Hh5Fv097Rx7INfs2HrDrcNrIqigMNuxeV0oNMbMJos9HV7qhlZE8TPiqJQce0mpw4cobO1DdCCKBeuXsGy9esIDQ9DnCyw4zbhqWoIgooq9FF+rYy2hmraW2qRXRMrHAmp2cxdeh/R8cnjyPrsvqcVGTqbnMSlGDBO4ew2HQQEVGFmZAMgKi6WL3/vW5z8+AjnPjnOtbPnKb9yHb3RwFD/gM+2kk5HSmY6UXHpWIes7Nm7l7a2toBdp/bs3cv8FQ8FRsQDaKXy6DPGOrONh85diZpt9SUQZ66JznafDyRBjyRM/L7TiYZRjYZLG5xZFxIweegb6SYhbGatpEEEcScRJBp3EXV1dfyP//E/APjbv/1b7yp3EL/f6Ovr49SpU+h0Oq5evcb6xY8AkJ2bxXN/8DRbv/QE4RH+V0xbmlr57Ru72fnmHjo7NPtaQRBY9+AanvuDp7nvwTUIgsjBQ1cZtjoCHlNNWR/hEQZCww3uY0qoKgz0DTBitWO2GEmKD0NVFR8BuEtx4lKc3t8jY8KJjClm/opi72OKotDR3O0mHxoJOf/pVWxWrfd7bJaGB1FxEaTnJpOel0JaTjJpuYkkZyby6Xuf4bA5AxZ6vvLKK6SlpSGIItahfqpvXaT61kUkSUd8SiZJ6XkkZ+QSEhbp9xiKrDIy7DuzCA2PpWjBBm5e/JCqWyeIiEklNDwW2eVA0hnQG8zeydUoybiJIIgULXqE1sYKWk5q4m1LaDhL1j1GUnrOlK9FO5aKbVhhxKrNLmvKTgEQn5xPWKQmkFZRpyQbqdmLqKv8jO6OWoYHuwkJi0GSdEREp9Db1UBvVwMhYTETWnN0eiOrN36JY++9ymBfNyc+/i2rN26nofIGNaWX6Ovp9G4bGROPKGljHBuep8gypZevcfrQUbrbtYqBwWhg8dpVLL1/DZYx4ZIeQuD+bfTxMWPyeZ3CmEeE8Vtqz9hHbNRWVFB1q5Sq0lL6e3wno2ZLGEnpuSSl59LeVEPVrYvExCcTl5TOnXR5VxS8mo3JktIDwUzJxsiwlcbqWhqqamioHDV8sNts2G02EASS0lPJyMshPS+b5Ix0RFFHc40dh91GQ8U1nt+xg/1TEHzQVtV37HgBnaQjqyDwDI+pWqmcDrvXXGB8mKUoCZgtIiaLhNFsIi4xgV27ds24+hKXmIDZYpl2W/keaDREQUIn+V8Y0UsGb2CfyyUjCTpCjYFX3AbtfcSEJPgVjAcRxOeBING4S1BVlW9+85sMDw+zdu1avvOd79zrIQXxOeDAgQM888wzWK1WtmzZ4qMt2L17N3/7l//AP/3ti/z85Z+y9oHVgNZ3++mRk7z92k4+PXwSRdH0C7FxMTz9lS0887VtpKb76nqKipK5cLEu4HGN1WuMjFj5aPdh9r75Pg01zd5tMnLSeOxLG3jgiVWEhIfgkp3IqnOKo2oQRZHEtDgS0+JYtn4BLfXtnPjoHAB/8a9/inVohPrKJuormqivaqazpZvezn56O/u5eqbU51hGk5GtM7XZ3LqVT44fY91jm6i+VUH1zTKGBwe0NpmGKi6d1Hruk9NzScrIIzYhFdG9QmgdklH8zCuS0ufS1V5De1MZ187uxOkcfR/CImJJzphPYloJFdeO0NZ4E9Ccn6puHMVh17JLcucsZd6y9egNnlXUyScwiqIy3K9408iH+jtpb9Lem+wiX6ecqciGJSSS2MRcutqqaKy5ROH8DYBHp9FAT2cDqVkLR4cz5jAhYWHct/nLHN77Kzpb6nn/zX9CRWXb1q1s377dNwxt925EUUSSdCiKys3zlzh96BN6u7RcCaPZxNJ1a1h631rMIb6TO0EQ0Ym6WdYMxr5nCm1NzVSVllJ1q4ym2lrvZwc0HUhKVhYx8dkkpecSGR3vJYiDfRqJt9us7jEJPha4twtVhc5mJ7FJYA69O2TDYbfTVFNHg7sVanwSOYJAbEK8Znfd3QOqitFkYuGaFd58D0/LoMFoYvlDWznw0W954skneeXll0lKmmgv3Nrayo4XXuDAgQOse/Q5DMaZ5U1M1krV3lyLosiEhkcRGROH2SJhDpEwmiUMRt8rZcGq5ezZs2dG1Ze9e/fywJOPBVR9+bw1GoIgem1sx0MUJSRRGrW3dcluK9uZVMtU+ke6iQkJ7Ds1iCDuNIJE4y7h1Vdf5fDhw5hMJl555ZVZ+/IH8buDAwcOsHnzZjZt2sTLL788qbZgxws7+NZXvsf/9y//m4a6Jt55czctTa3e7VauXcZz33iGBx9Zj8HgfxUqPS2O8oo2Bgdtfp/3hxGriz1vfsorP/tXbCN2tm7byt/93zETyN27+OXfvs5r//Q2//3vvsP8VcXTH9QPPv6tZmm7eO1clqyb5350ObIio6gy1qERmmpaaahsoaGqxd1+1cJg3xB2m33WQs+UrAxy5xShqk/QVNNK6aVSmmsr6W5vYqC3k4HeTsqunkFvMJKYlkN8cg6h4VleK9ix6O6opbejDkmSeOqppyamDu/eQ/Wt47hcGgEJj0qkoeo8ACFhMSxeu5mk9PFJ1uOCKNxwOjSNyJg5MtVlJwGITykgLGKiBmI82Rg7ScnIWUxXWxUt9dfJK7kPnc5ATFwGNWUn6emsB1XL0xiF9t0kiRJRMUkUL1zDtXOfsGHDQ7z66qtTamQO7NnPyY8PYx0aAsBssbBs/TqWrFuFaZJ8CoHZNibB0OAg1aVlVJWWUl1a7j2vBzHx8eQUFZJTVEhqTgYGo4HOFvsEu1uPS5JjbDr4FGnis4GqQlerk+hECAm7fbLhcjhpqWukoUrTWbQ1NPkQK4CYhDjSc7NJz8shLScLc4gFVVW5euYcR9/9kLrySl77u3/m4S9tJae4ENvw6P5JaTmseeRZjhzeTVpa2oSFkl27drFn7150ko51jz4XUJVu0vdmTCuVKAm0N2ttU3lzi8jIm7rqMG/ZEk58dIgdO3ZM2V4JWvXlhRdeQKfXM3fp4oDG9nlqNAREDKJx0oUDvWbx5yUakqr3PjYT9Nt6iLLEBwP8grgnCBKNu4Dm5mb+23/7bwD85Cc/IS8vb5o9gvhdR19fH8888wybNm3i3XffnVJbsO/dfTzxxBP8+Xf/l9dFJDIqgm3PPcmzX99OVk7mtOcTRZHiomQ+O1cz7bYeVNy8wev/+i+Tpul6idCOHfz1d/+Rv/iX77Nw9cyseW1WO4ff1SbJjz73oPfxsU5TllAz+fOyyZ+nuRUpquIOsavnL77201kLPe02G+YQC4IgkJaTTHJmEn2d6+jtHKKtsZqW+ipaG6tw2EZorL5FY7Wmf4iISiY2MYfYxBzCIhPo7qjl6hktEOzVVwMQowsCA71tCIJIZsEKsgtWERI+2WTAM6HQJjO2YQXrsO9kcbC/g45mzQkop3DtpJMQPx1EAMQkZGEJjcI61Etr4w3SshcREZOMKEo47MNYh906jXHHEiUBp2OEsiunePjhh9m/f3/AGhlLaAjLH7iPBatXYJkiAE87V+A0Q5ZlGmtq3cSijNbGJp/nDSYj2fn55BQVkltURFTs6OuSFRkFmag4/QS7Ww/R8FQ0Rgd358lGd6sTVVEDSqUeC1mWaWtsdgu4q2mubZigM4mIjiI9L5v03BzS87J8XOc8EASBBauWk5qdxftv/JbO1jb2vPwGC9esIL/kARijl0lKyyGnaAmlV07x3vsfsGvXLu9zJrOF+csfJKtgPgbT7MXFkgRGs9YKZTLrMBhF3n1dIxr5c4um3d9kMfPUH3yFd375K5544gleeeWVSasvL7irL8986w8xWQIb8+dHNAS3w9QknwdBQO8OT/V8DkVmR1gVVWbA1kukOWb6jYMI4g4jSDTuMFRV5dvf/jYDAwMsW7aM//pf/+u9HlIQnwNee+01rFYrL7/88oy0BWnpKfzpD7/Lw49vwBiAUHEsUpJjiIhopb9/YqjeeIxYrbz98ksBpenuc6fp/t0P/p1/P/C3hIZP39fswacfnMU6OEJiWjwLV49aa2okY+obeHyydhOcrdCzqwWG++yIkjZpFiWQJIGwSAtQTEJKMQtR6OtupammgrbmKob6O+jvbaG/t4Xq0hPojSGosoNNmzayf3/gYvTQiATmLNnsrT7ILqZs01AUrYrhsE98T2pKNW1GQkoRYRFxkx5DBR+rWg8EQSAtexHl147QUH2R1KyFmk4jJoXeTq19ypdoKAiitrpcU3YFl+zi1VdfndF1vOLB+1m2fm1gK6bT8Izerm6tHaq0jNqKChw230T4pLRUjVgUF5GWlTUuTX0UoiihKIpmdxuto797dJLuJRoj1ok73mGyAdDT7kJVICxq8vdUVRQ6Wtqor6ymobKGxppanHZfHVZIWCjpeTlk5GWTlps9I2vg2MR4vvpfvs3xDw5y8fhpLp88S82tGlY+tIWIaO26VVWVpjotpX3+yo2kZObRWFPGhU/fR2+0kD9vGTOtR4kimCwiJrOE0SKiN/imh7e3tDDY149OrycjN7AqSXZhPgkpSRw4cIC0tDS2+mnv27t3Lzq9nme+9YdkFxUEPF5FdocO3mXjFr1kmPLzohf13jHodL5i8Nmgb6SLCFN00JAmiM8dQaJxh/Gb3/yG999/H71ez6uvvjrpTTCI3x+oqsovfvELtm3bNmNtwcXLF3hie2C9w+OhVTVSOHO2atptL505jdPhmHGa7rH3TrP5Kw8FNB5VVfnwN58A8OiX1nvbBcfnZvjbDyAsMoSUzER27Z650DMyOg690YyiaC5JOMdOEwUMBhHrkIJ9BHRSIgnJ8SQkr8FuH6Svu4berhp6u+tw2oeRJGnGE+3kjDk+LU4u5+TTVJdTs6711ws+2NdBR4u7mlE0fYrxZHkLKRnzqLp5nKGBLnq7GomOSyc6LsNNNOpJy17os70gan+H6luX2DYLjczRE8dZev8aJqh8/WD8te6w26mrrKKqtIyqW6X0dHb6PG8JDSWnqIDcoiJyCgv8rtr7PQ+ayFZRXURE6zW7W7fQ17Mib7dNQtI9FsB3kHD0drpQFIiI0a4rLcuik4bKGo1cVNVgs/qOx2Qxu1uhssnIyyE6Pm5sZuKModPreeCpx8gsyOXDt3bT39PBod2vMH/lBnJLFtPb1cZgXzeSpCM1qwCD0URyZh58qulaHHY7BqPRfeH5/1t7iIXRLGHyQyzGo/qWRmwy83LQT9IqOh6VN27R2tCEIIqsfPB+jp04zs6dO73PxyUm8MCTjzF32eJJW/imgiKDdBdnRzpR79f5byzGtkiZ3BbCLj/OaYHCpTgYdgzOSEgeRBB3AkGicQfR3t7O9773PQB+/OMfU1LiPywpiN8vdHd3U15ezk9+8pMZ7efRFvT19hMVHTmrc6ckxxAV2UJvn5+VWTdUVeXcieMzFllv2bKF9944TOGCXERJRBRFRFFAEIXRnwURURIQRJGqG3XUVzZhMBlYtn4hwwM2RFFARUEVVERRRBAFpDH7qqio4uh0ecPTa3nzZzMTeu7Zu5f5yx+ccnVQEAVCwiX0Rq1v3gOjMYyE5PkkJM9Hlp1c++xXbN68ccYT7Y8PHCUpdTGCqE2qBAEcdgWdXvvZM9GyWRWsQ7K7uDMazub5raZUaztLTC0iNDywpGx3NIYP9AYTSelzaKq9TEP1RY1oxKZTDfS48zTGTv4EAWw2K309HbPWyNhGRggNnT4cTFW1VWxP1aKhutpnpVYURdKys7xVi8SUlFlr3LS0cBFRVIiK1dPVplUITGZ3RcNunXr1+g5XN5pruyi9XE9XWz31ldU+WRYAeqOBtOwsL7GIT06cYB+sDUudNdkAyC4qYPNXvs2Jj96lrbGaSyc/oq2p2ht2mZyZj95gREXFbAnFHBLOyPAAvV1tJKRk+BBcURzbCiWiN05NLMbDQzSyiwtQVE17NNXuToeTg7v3AbDygfu4f/PD3PfYJkasVhw2OwaTEbPFclsr97KsIunuzsq/JOimdYDSRODa9MyoM2PUa9Vul3P2RAO0qkaQaATxeSNINO4gvve979HT08OCBQu8trZB/P5jyC1Ina22YHhoeNZEA6CkOJWTpysmfd46PERHa+usJ5A/+NLMCJTD5uDbj/4woG1FSUQQBEQ3eUHQiNHzzz8/pUYAtNW9559/HlSVqpsXqSm74p7kC9oE0ftPdK9QC6iqgCJrLlyjVpsCAqImVLf2zfp9sg6NoDdo2RMAaqcLnd6dpS2oOOwqstMdmCdoVQRRcJMEQWCgv5WO1gpAIKdo7YzG4K+0kZ6ziKbay3S0lGMbGSQyOhlR1OGwDzM82ENo+Gj7lCiBy6G1KM32OnbanBDqfxvr8DB15ZVUl1ZQW1bBYH+/z/ORMdFaxaKokKz8fEzmmbkZTQYBkEQRWVEICZcY7BOx2xQM7tYpVVHo6+7AEhKGwWT2Pzm9DbIxMjxIe3MdHc11tDfXenNVPJB0OlKy0t2WszkkpqUEWAUX3JWN2bENWVaRJAvrHn2OyuvnuHr2CC11FV7Gmp7rXiRzHz46Ponm2gF6OlpITM3AZBEwWSTMFt2MicVY2KxWmuu0tPjsogJUVUFFQGTyzI0zh4/S39NLeFQkqzdp1VZBELCEhEwbxhco7pbzlGZjO72Y26PNEAWJMGMkOv3EZPDZwOYaxua0YtIH3g4bRBC3iyDRuEPYvXs3O3fu9LZd6AMMCwvidx+h7nyA2WoLQkJv7+aYmBhFTHQo3T1Dfp/39LjPdgIZFRsBCNokQFHd7Unun1UFRdb+uWbRP6zIWkvV+D0//vjjaYWeO3bs4MCBA6iqyoDbrvROYLbvU0P1SeKSigmLSEIQRG2yohdQFBX7iDImCEybxPiIuVWV6psnAIhLLAIisQ7J7moI3ioJ434f+5iI4EM2wiLiiYpNo7erkcaay+SVrCMyJoWeznp6u+p9iYYIku72wtCMY8iBIsu0NDRSXVpOTWkFLQ2NPv0+Or2erPw8r4g7Jj7urvWOC4iAiCAoRMXraajso6bsCjqdDpfLxcfv/BsAkdFxZBctIqtwwUTbVkFAc5mdegJqt43Q0TJKLAZ6fa9LQRCISUghPiWLjLwcChdmojfM3EVo7PFmQzZsVsVdCRPIn7ecuOQMTn78DtYhjQB2tjaQlJ6HJEmIIiSkptJcW451uI2UHCOiqF14t+tiVFtWiaooxCbGj9GbqCiq7CYbvtdEb1c3pw9rrnYPPfU4BuPs37upcDcE4QKT29iO2xC9O1Mj3BiFKIjo3H1cztusaIBW1UjUj3fECyKIu4cg0ZghVFWlu7uboaEhQkNDiYmJoaenh+9+97sA/PCHP2ThwoXTHCWI3yfExMRQUFDA7t27Z6Qt2L17N9m5WURGRdz2GEpKUjh+otzvc5403NlOIP99/08Jj5q6JeaNf97Jr1/cw5zFhfz0jR+jqiqyS8busmnuP8pEkqIqCk7ZiSzLKIrqfl5Bdikc/O11jrz7AWnp6WzdsmWC0HPPnj1Iko55Kx4kOi5Jm2ypmohz7L/RxxRGhly4XNrP2nOaSN3l1M4pO+3UVx+f9fvU1nyZtubL6PRmomK0/Ia4pBxUxTihzWW8Y9TgQCs9XdWAQFrWKi1qwCc+YfzEZ+JEyEtKxFEikpy2kN6uRppqr5CRu4rImHR6Ouvp7qgnNWuhdyInigIGk5nImLhZh6HJdhdXrp2jurScuvJKbCO+eoO4pERyigrJKy4mPSf7c1uM0aoaErKi0FxXxf43f43L5WSrH/vW3Xv2cPPCp6zcsI2k9NwJBxLwzdtwOux0tjbQ3lxLR3MdvV1tE84fFZtEQkom8SmZxCWlj8lVgf4uiEm6PeHxbMiGbZzTWVRsIvEpWdSVXwGg4tpn9HQ28shzT5OQEoespHPpBHQ0N7vP52nfur2xV5dq31nZRYUTnlNUBQHRp5Xq0J79yC4XWQV5FC6YO+vzToc7HdonIGCQJrexHQudqEcQRCz6UAw67VrxVjRuQwzuwZBjAKfsmJVNbhBBzAZBohEg+vr6eO211/jFL35BefnohK6goICwsDDa29spKiriRz/60T0cZRD3AoIg8J3vfIcf/OAHM9MW7NnDD//qz+7ISm58XCRxcaF0dk6salhCQolPSpr5BHL3LtKyUwiLnKQfxg2nw8WH7xwB4ImvbPS2LKk6BZ0ooZvEklFVVZ/UcQ/6upzMW7GU/HlzuHH+EkfHCT0jo+OYv3KDZrNpMAbU0mK3KQz3T36TlmUVm1Wmu+PWrCbaZks4ltAk+nrqcDlH6Gy7RWfbLcquCYRHphAVm01UbA4hIbHu1i7fYzTUaE5TcUnFWEKiZ9Wm4+ZVmhOV+wgR0XkYDCE47MO01JUSEpoKaDqN4QHZrZXRdtbp9RTMXzzjMLQ9e/Zgslj4p7/0bbEzWcxkFeSTU1RAVmE+4ZERCGhhfZ83RAQqSyvY+ctfTWvv/PyOHRz48G3WPfqlCWRDdrnobGuko6mGtuY6ejqaJ0zyw6PiSEjJJCEli7jkDIxTWMFahxTUFiexSfpx2SYzw0zJhs06SjREESSDSmu9dl9bvekBLp44Q1drC2//y4s8uGUzOW7b2f6eXqxDw1jcVVjVW52b+dhVRaHGTTRyiv27Qo1tpaq6VUrljVuIksTG7U/dVfekO1vRENBJxoDHq5eM6EQ9IYZRLYXkTQa//YoGqPTbuokNmVgpDiKIu4Eg0QgAY9Oet23bxk9+8pMJKbmSJPGtb30Lo3FmFqVB/H7gG9/4Bj/+8Y954YUXpszRAHeI1DdfwGw2seXZx+/YGEqK0zj2aemExwVBYNnadezZs3tmabp79vLCf//KtDfIU4fO0dvVT3RcJKseWgp4SMTUN8XJ2lD6ujTyYbKYWXLfahavW4XNasVus2M0GenvlrDbVM9B8Le673MeRcU6OPVKoCQJWMIkElPns3v3zCfa6Tn3k5y+GFVR6O9roqejmr6eGkas3Qz0NTHQ10R91XGMxjCNdMTlEBmdgSTpGexvpberBgSB9KyV2sq5/zDogDBWHC6KEompC2ioOUVL42XmLnkWUdThdFgZGe7BEhqDIAlYwnXoDCKpWfO5cuoYz+/Ywf4AwtCef/55VFVleHAQQRBITE0jsyCf7MJ8kjPT0esntr/cC4xYrez9jzcDsnfev28fTzz5JJ8c2s2jz/0JQwM9tDfV0t5cR2dbA8q4PvmQsEgSUrKIT8kkISXTK6gOeGzDCh0tTuKS9e6WpNlBENzWAtNcOC6ngt4oEBqpibcNJoHqW2XYbSOEhIexYsN65i5fwodv7aKhqoaPf7uX/LJKImKi6e/uoa2xya2n0KoaqBOJcyBobWzGOjSMwWgkNTtzii1VHA4bB3e9C8Dy+9cSmzAxxPJO4k5qNPSSHinAFjNRENGLenf69+ibqndfr3eGaLgD/MzxSGLQFTOIu48g0ZgGAac979jBn//5n1NUVMSmTZvu0WiDuFeIjIzknXfeYfPmzTz11FO89NJLk4dIffMFDh44yC/f+hfCI+6cA0hsTDgJCeG0tw9MeG7RylUcef+9GaXpGs0GHnpyelHy/rcOAvDosw96S/yKqmjpv1PA3wqsqqj0dfneTAVBwBwSgtkt9HTaXdht7kpIAJNy65DCFO66o+dBIC1nHg3Vp3j++R1T5mjAGDE6EBqe6H5NApaQVCyZqaRm3ocsD9DXU0tvdzX9PQ3Y7YO0NV+lrfkqgigRGZWOzab9veITSzCHRAf8uqbEGHF4Yup8GmvPMNjfjHWom7DIFPp76hnoayAqPg6dTkCv1yZCBqOJlRu2ceDDt3niySd55eWXp9XIJKRmk1u8mMTULIwmi9YmpkJLraYNEkUt10SSBHQ6CZ3OheT+XZIE7Tnd6M+iOHUGyWxw9bNzuJzOgO2dX3n5ZdLS0tj3+s9QFF9iYbaEEp+SRUJqFgnJmYSER972+OxWhc4mB3EpBkTpNsiGO0V87IUjiBASLhEWKREaKTHUJ6PT++ZzlF66BkDhwnmIokhYZARPf/sPOX/0JCc/OkTF1Rvo3K1ubQ3NPrkUs61qeNymsgrzphXAf/bJcfq6ewiLCPcKwO8m5Dszn3fb2AY+zdJLBkIM4RNcqe5sRUOrFA3YeoiyTJ7TE0QQdwpBojEFZpT2vG8fTz31FM888wz19fVERkZ+voMN4p5j06ZNvP/++zzzzDOkp6ezdetWtm3b5q1+7d69mz179mA2m/jlW//C2vWr7vgYSorTaG+/OeFxs8XCl174Jq//67/w5JNP8vIUE8gXvvkCBw8e4K/+7b8TGj61UL3qVi23LpUj6SQeeXo0CdxfS9R4+KtoDI7JOpgM5lARH43tFK5AToeCfSQAluGG3mBiztInOXBgF0888SSvvDLVRPsFrxi9uvQAJYu+Cqrvd4TeGEFy2kKS0xciy076exro7aqhp6sau22A3u5a77b9fU3UVhwlKjaH8MgURFGaNdkYG+ZnMIYSE59PV3sZrY2XiIhOo7+nnsGBRnS6JcBoOLSqqhhMFtJzSzh48CBpaWlsGadl2LlzJ3v37kXS6Vj32JdJzcifeP4xVRVF0QIKXU4VByAK0/89JDf5EMeSEc8/ne/vGjmZfJKrqioXT52Zlb3zu+++i6QzkZjqJhYpWYRFxkwkQnfAAtduU+lochCXakC6DbIhuq2cQyNEQiMkLOGSz/vTWudLMhx2O1U3tEpo8aJ5Y44jsvzBdaTnZfH+mzvp6+oG4ObFKyx/6D4kSRpT1SCgDJWxqL7l0WdMHabX193DGbcA/IEnH0Nn0Pm1dL6TuBMVDUm1vtxBAAEAAElEQVSQprWxHQ+LIRyLYWKrqk6nHedOaDQ86Ld1E2mO/UJUHIP4/UaQaEyBmaY9v/TSS6Snp/P666/z/e9//3MaZRBfJGzatIn6+npef/11XnzxRd555x3vc9m5Wfzwr/6MrV96grDwmbVXBIroqFCSkyNpaemb8Fx+yRy+/t0/4e2Xtet0y3iR9e5d7N2zF5PZyP/3yl+xePU8RpxWpprqvvfWIQDWbFxGTLzmviQr8rTVDPBf0fC0TU0FvUFEpxNwjSUkflLMVFVL354pYhOyWbByO0eO7CMtLZ2tW/2J0fciSjrySjZTW/EJ1uEuaiuOkJXnW81UldEZkSTpiY7LITouh2z1IazD3ZRe3YvNqonJ7SN9NNefp7n+PJLOQGR0FtFx2URFZ6M3ztyZbCzZSE5fRFd7GZ1tpcxb/hQNVdDTWYfdNoyqKtRXNNHaWE1bYzV2m28my779+9m1a5f3d4PB6NXIGI3+9QcqCqgTLUoDndTIsjqjPnlBHFchkUarKA6blc62thnbFj/99NPs2rWLLX/4XzCZp3n/71DehsOu0tHoID7VEHCOgyB4KhY6QiMlQtzEQkWd8BmTXeoErVLVjVJcTidRcTEkpKZMOH5Sehpf/29/zPtv/Jaa0gr6urr5zb+8xOavPuN1inIbOgdc1RgeHKStsQmAnGmIxpF338fldLldujQi5HGlYoxQ/E7idjUamo3tzNqo9ZKBCJP/pHedt6Jx54iGS3Ey5OgnzBh5x44ZRBD+ECQak+B20p5ffPFFvve97wVXCv6TIjIyku9///t873vfo7CwkIqKCv71tZ+x4ZEHPpdroqQ4ldbWPr+BXvklc/jz//P/cunsGT49/qmPyDojJ40/+X9e4JFtD3krGWYsk5KNwb4hjr6vBcw98ZXRCbasTl/eVz39NeMeC4RoAJhDRAbHTZiEcUccsY61lJ0ZYhOyWb3xO7Q0XOfjg0d93qfQsFjSc+4jPnkOomhAEMyUX3+HrvbrhEekExNfNOY1+Q/UEwQB2WXHZu1FEETmL/saI9YeLaG8qxan00p3RzndHdqqb2h4IlGxOUTFZhMalhjwdeQhG5GxqYSExzI80EX5lY8BcDpsHPvgn7w2rx7o9AYSU7NJTMshKT2XkLAISi+f4upZTfDvcNjJyp/ntoCdOA5NXC5MSjbuBlRFxaWouPxcPkPuULzZ2ha7nE4IJFz6DpENp0OlvdFBfKoend5fWJ9GLEIjdYRFuImFnwqI4LY7Hks2BvtcE74XSi9dBaBo4fxJryuDycjj33iOf/qff42qqrTWN/La3/0LG7Y/SfHi+TOuatSUark/CakphE7RPlpTWk7l9VuIosiGbU/4jE9RFRAExLtwjd1ORSNgG9txiLLETaqZ8LSk3qnWKQ/6RrqCRCOIu44g0ZgEs0173rZtG++88w49PT3ExMRMv0MQv7cQBIG4uDgqKipQZOVzI54R4SGkpkTR2OTfptVssbD6gQdZtf4BrMPDOGw2DCYTDzyai9Hk+5Wgk/SYhRBGHMOMJwYH9x7DYXeSU5RB8UKtfUZRZRR1+tm9v+mYdVDGaQ/sBm8OkSYQjbETPdmlYB8OvGXKH/QGExm5S0nPWYLTMYLTYUd26RFFE4Kg9XG7HCrhEekkp62kpfEMddUHCQlLxGSO8s7BJ7MAbajWSFp88hxCwxMIDU8gLrEIVVUYGmijp7Oanq4ahgfbGRpoY2igjcaaU+gNIUTFZBEVm0NkTCY63eQrp5IODEaRtqbr2K19SJLE5s2PTGiF2rNnD4IoMmfJ/RTMXYbg7pkX3O9rT2crAEaTBbvNSkdrPWlZRVNM8Dy0T0H9nMjGZNDpby8fZEY5F4J7Tf82CYfL6SEbBgxG0d0KpZGL0EmIhd/huFf8FTe7GOjx/cxYh4apK68CoGhM25Q/6A164pIT6WhuJTo+lp6OLj749TvUllewYdvjbnetwKoaHn3GZG5ToE2qD+3eD8CS+1YTm5gwcSNVRUFGRLqj19jsKxoCBskwY72KQWci1DC5zblHw3KniYbdNcKIcxiz/s4EHQYRhD8EicYkuN2056aOOnQWEAR38rE7fEj7XdTcwd3PCe7nbjf8KIgvHjzXw0DfRIH23URxUSpNzb1+qxoeCIJASGgoIe7Awb4eOwnJE78SdKIOiyGUEceQlyDIssL7v9HapjY/t9E7kZ7OacoD1Y86e7wIfCoYLaK/biltRVVRGB6Up3ztM4EgCBiMFgxGCyoqDpvCyDiBeXL6Sgb7GxkcaKK67D2KFnwZ0S0CVRVg3Ee7v7eJvp56BEEkLWvluPOJhEUkExaRTEbuWuy2QXq7a+ntqqGvuxanY5iO1ht0tN5AEETCI1O99rlmS7Tb6tTB0GATvV01dDRX4HAM8/DDD/Pqq69Obev68QEiouO8tq4qgKLQ0VIPQGxiGs115bQ31ZKWVTzFe4a7qqEiMPoG3Au+YTRZiIqJn5VtcWR0HIZJ2sOmxG1UNwQBDEYBo0VrDcpfYCEk/HZu1QKim2wM9vp+xiqu3UBRFBJSk4mOn14YnJiWQkdzK9lFhRQuNHDm4FFuXbhCc20Dj3/tGVIy0qetasiyTG1ZJQA5xRPzMzw4d/QEvV3dhIaHTSsAv9OtVLMlGnrJiDDD+7goiNNqJTyt2647ENg3Hn0jXUGiEcRdRZBoTILbTXt2SFY6h1tmfF6NdEwkJ+IYQqIRlTHExZ3QOp60CFPsM/Z4Qdw9eIhGf//nSzTCwiykpUXT0NAT8D49XTYSkv3fcCRRwmIIxerUevovnLhCa2MHoeEhrN+8GtBaGQKpZoD/ikZvZ2BtU6AJXo1m0ScPwAO7TcXl8LPTHYAia5UMnV7A5VS9ZEMQRLILHuPm5dexDnfQWPMpGbmaOF5RmZAk0lCjVTMSkudiMk8d2Gg0hZGYMo/ElHkoisxAbxM9XdX0dFVjs/bS39tAf28DdZXH0OlNiJIeh20ITwVKFEUefvhh9u/fH5it6+E9PPaV73vTsfv7urCPDCNJOtJzS2iuK6ejuS6ACZ1W1dAciNUZT8DuFARBILd4Cbtnmg+ydy/zVzw0++/IGZANo0m7nk0WCYNJ8KlYVF0fIXeuhZDw27EiFXCMyDhsvqPxuE0VLZof0FES01O5dvYC7c3NPPvHO8jIz+GDN3fS393Dr//pl6x5+EFWPHj/lC5SzXX12G02zCEWktJT/W7T39vH6YOfALD+yccwmqbXOyiqAnjumwG9nEkxm8A+vWQI2MZ2LEz6ECzTTPS9gX3yndNoeDDsGMAp29HPUFMSRBCBIkg0JsG9SntWUbTVXhXu/FeKPwgTKy7jiIv3Z8GT0up+zL3v5MTHTzXHvc9/Ftyriga4qxqNvd62ienQ122fMulXFCUs+lCsziHec1vabtp2PyazdoMKxGkKGE3tHoORYXlG7lCgtU+NJxqKrDIyJE/Qa9wJOB2Kd6ImCAJ6A8iye1KigsEURlbBI1Te3ENH62XCItOIjs1HkRWcqh1ZdiJJeoYHO+nvaUAQRFLHVTOmgyhKRMZkEBmdQWrmSjpab9LVfovhwQ5UVcHltIHT5t1epzeiKi5effXVwG1d09OpK79K/rzlAHS6qxkxiakkpmUD0NfTgW1keEqR9NiqhuqJOr9HH/2cwoVcO3c04HyQF154AZ1OR1ZBYBPwSTEJ2fAQC6NFwjiOWIyH7FKpvGYlZ46ZsMjZ37IHehSfKuBAbx9NNXUgCAGnbHuIQXtTC6qikJKVwTd+8F0O7XqPssvXOPHhIWrLK3niq18iPCrS7zGqb7rdpgrzEUX/E/NP3n0fl9NJWk4WxQGSIA2qu7pxe61UM9V26YSZ2dh6YNCZMOtDkKYJsfQQN+ddqGgA9I10ExeafFeOHUQQQaIxCb4Iac+fD7RJn4xy52dmk8JNRMZWX8a2kvlpLRMnITH+n5tIiu4V7lVFAyA0xExGZgy1tV3Tbww4nQqD/U7CIyfvSRdFke6mfi6cuIogCDz2pQ3A7VczAhWBj4U5RKS30/cx65C7Zep2cyjGQFVV7DYFecIQBXSSlhPhcqqoKkRGZ5OYupS2pvPUVnzMyFAn/b2VDA+N/g0MBq1SEJdUjMkceI6KqigMDrTQ21VLb3ctQwNtvqMRdYSGxyKKEiPDvTjsVlDlmRtabNnCoSPHyJu7DEEQvG1T8ckZmMwhRETH09/TQXtzHRm5JdMccSzlU1FUFfEefDcajGbWbHyGAx+8Ob298wuabfG2F75ObEIofV2u27uOBAGjUcRoBqNZwmiemlj4gyKrVF23kl1iISJ6drftgR4XntYiVVUpvaxVM9KyMwmLDGxhLCYhDp1ej8Nmp6ezm5iEOIxmM5u/+jRZhfkc3rOfpuo6Xv3pz3n42a0Uzp9IYGpKPfoM/21TteWVlF+9gSCKbNz+5KzupYoqa/eXWbZSzaSiIQoSkjQzG1sASdRhkEyY9ZZpt9V7Khp30HVqLAZsvURb4qclPEEEMRsEr6op8EVIe/79hOqelMqfG7kRJqu4eCo6Y373W82ZkhT5rwbB2IrG4OfzQsehqCCVhvpuZCWwN7q32zYl0QDY95uPAFh230KS0zWBphygNgMmsbXtnPlKnd4gotcLOJ3a8Zx2BYdtTIXjDpQ1FFnFNuI/8E9w/48oCOgNgmbJ6lJJyVhDb3c1Tnsf7S3n2LZtm489rkd83dtZSW9XLVGxWZOe3zYyQF+3Riz6euqRXXaf50PD44hNyCYmIZuomFREya0LUVV6Ohu4ePKtGdu6bt++nZ07d+Kwj2AwmkeJRlIGAImpWRrRaKqZlmiM19GoXnH45082UjLy2Ljl63zy4dv+7Z137WLv3r3o9Hq2f/MbZBVqBgemEInuNicOe+AVN4NRxGQRMFkkjGbRm2Ohqqpfoh0IVAVqbljJLDITFTezia0iqwz2j37GBEEYdZuaQcVAlCQSUpNorm2graGJmIQ4zwGZs3QhKZnpvP/r39LW0My7v/o181cs5cEtj2Mwat8p/b19dLa2IwgCWYV5E47vcrk4tGsfAIvXriQuKTCC7A+qqqDOspUqUNcpQZidwxQImHQWJFHEIJmm3Xo0sG/mCzKBQEVhwNYbDPAL4q4gSDSmwBch7TmIOwNtggMEuOp++9AIjFM/AkBXdyc91g635aSA9//cd8BR0uPe19OW5t1m3M9ud5uJz/nCYjGSlRVHVXVHQKPu7bKRkTP59TtitfHBO1rb1PavP4kk6nDJjoAsbT0YP9Fy2BSsQ7P7u5hCJJx9LlBUhgcmjuF2uIbTqQm//R1A8P6P+3cBdDoBSRTobK/Fae9j06ZNU4uvn9/BgQN7KJq/1Us2ZNnJQG+TJv7urmVkuNtnX53eRGRMJnGJ2cQnZ2Myh3nHN3aYgiBgCdFWqWdraOF0OHDYRrBZhxBFieiEFFBVElKyKb/2Ge3NdQEdT0D0yVVRUNyWpJ8/2Vi4Yi7zl+dz9dx5jp047mNbHJuYwP2PP8KcZYsxmUcnfwajSGK6gYFeF/2TVDcMxlGNhckiThogKAgCqP6reoFAVaH21ghqIUQnBE42BvtlH7Lc1dpOZ0sboiSRP2+6qpQvEtNSNaLR2EzJ0oVjR0dUXAxf+f4fcerjI5w9cpyrZ8/TWF3LE19/jsS0FGrcblPJmemYQya23Z0/dpKezi5CwkJZ8/CGGY3LP1SvUHwm11sgYnABEYNonLHDFIBJb0YURUw6S0Dj8orB71JFA7T2qWCAXxB3A0GiMQ2+CGnPQfwuQmtJC4vQbqYD/YMBaxhmD8FLVtw0BEEQSEw3Ul7lQJZVn+fG7Oa9Wfb2urCO2DAY3GJOLynSNjyw9whDg8OkZCSx4r4lCIJAv+y7yj4dxlc0ZtM25YE5RGSwD6zDMoq/BedZtFCpqkYw/C0eChN+8IUs26it+IBNmx5m//7JtQCJiYns37+PJ554ksOH95OUvpSBvmYGehtRfKpDAmERyUTFZBIVl010XBJ6w7j+czebGk+qJN3t27o21WgTw5iEFG86cXxyBoIgMNDXhXV4AEvI1Asro1WNMRkIKIjqnbUknQ5hkXqMZgmwsPz++1i0dgUjVit2mx29QY/JYp50kiUIAhHReswhEt1tDlA15zNPxWImSd63SzYA6spGUGSV2OTArHe1tqlRlF7WqhnZRfmYQ6Zv3RmLxHQt1K+tocnnca1jUUUUJdY9tpGM/Fw+/PVOejq7eP0fX+S+zZtorKoB/LdNDfT2cfqgltWy/olHfcje7UJRlRm1Uk1PNAStkjGLC1gn6dFL2t/NFKDb0yjRuDsaDQBZdTJo7yPcNLOFiSCCmA5BohEApkp7Ligo4O///u/ZvP1hFMPMJlxB/P4jwl3dGuj/PFqn3LJb1echRD2kZIRSX+0/xG882jv6iE2YeJNXVZWdr2ttDY996SGGHQOoKjhlh5YGPoXY17vqp6q+1rYC9HY53ZMuYezDAcFkFlFcql/3qbEHC5RsKIqKfcR/0N90JAOgvfUGiuzi1VdfCUx8/crLpKWleTM1AAzGMKJis4iKySIyOgOd3qSloRs1m1K/8EM29AYzYRFxM7Z13blzJ3qDgZrSy3R3aM558ckZ3uf1RiNRsUn0dLbQ3lRHVsHU+Qva8CbqpLz5BwGPbPYQJYHo2FFXHRXFXfUJwRISgqoypcbIHCK6k7d1hIaLdLU6aa23z9pC2VOtvJ1WqoZKG7KskpA2vVvQWKKhqiq3LrrbphbOQxAEt1g/sPMmpmmC8I7mVmSXC2nMdT72U5yRl8Mf/vn3+fidvVRcu8nRfR96J+b+0sA/2fcBToeT1OxMSpYsnPD87WImrVSKrE5pjKGXDLPS/gmCVsUA0ItGdAFqIjzfJXdLo+FB30hXkGgEcccRJBoBYmzac09PD4ODg4SFhREdrfnWK6pMfU8lsnq3V62D+F1CRKRGNAb7h+7pODKzo2lqGEB2Tt9n3tft8Es0blwoo66iEaPZyIYt6wCP05S2iikrLr/5GDBGDqwqPi5YLofCQK9z3FbTz3k8FRYVFbstUK3PhNANn99c7lYpf5PHQEiGqqp0tlxj27atMxJfb9myhf373yc5YwXRsdmYQ2K8ExxJL2AwikxizjNxkGPIhiAIpGTMZ/fumdm67t27F1mWvUngADqDUStLuAeSkJKlEY3mmsCIhrtqNn5SragyonD3yUZ0nBFJN3qW8VU1T8ui549vchML7Z80IaE7KVMiMlZPbZmVkaHZB0PebnWjucaOIkNS5uRkwz6i+Di6tdY30t/Ti95gIKdES7EXEFADZOORsdGYzGZsIyN0traTmJYybgsVVRUQBBVTiIUtf/hVrp45x8Hd+1FkGQSBgb4+ElJHXY7qyispu3IdQRAmJIDfWQTeSqXIWuDleOhEA5IwO6vhsa1SgYjAvefU3V3XKQ8csg2rYwiLIfSunieI/1wIJsTNEIIgEBMTQ2ZmJjExoxMCUZCIDZ29cC2I30+Eu4nG0MAwit/ens8HBoOO9MzIgLbt73b4FWx7LG0feHwNYRGhmluZW5shoLmoCNPcgMcftb97djdOFW1yNtjnAkFw/z7Tf54KkEZW7CPuqozfLX1O7PefyzHC0GDXjMXXTz/9NA6HjYTkuVhCtR5pURIwhYiYzAGSDA/ccydBkwKRnDEXSdLx/PM7pm27cLlc7NjxApJOz6LVm4iIjvc+d/XMYT74zb9Sevk0tpFh4lO0CkegOg1tTP5fiKLKd9UTwmiSCIvwnTGOv75NFonEFDPZxRbmrQqjZGkY6Xma6Ho8yfDAHCpRtCiUpEzjbbWAeaobs0VrvZ2matukzw+MC+nziMDz5hZ7RdrgrjoGMAytHdPdPtXYPOF5dcz/erBg1XKKFrgJqaqy++XXObh7H06HE3lMAviiNStJSLn7NquKe8FjqoqUv/YpSdAHXIUYD4NkROdmLgIiRl3grWGjORp3l2iAVtUIIog7iSDRuIMIM0Zi0gUTNoMYhad1SlEUrEMj93QsGZlRk06axsLpmCjO7mrv4dTh8wA8/mVNpKmRjNGbsUY2JMQpycZ4fUZgN05/8x+XU6Wv24XeGNgkzd9kTpXBZlVwOaaa6rodg6b553L7385WfF1beZSujjJUhjGHzKzv33e4ortVSUBvMDF36ZMcOHCAJ554ktbWVr+7tLa28sQT2nYrN2wjf95yCuavAMBkDkGnNzDY38OVM4fY99rPqC69jCAIDA30MjQQiAbEqxry++zdJBsxCcYJq9dGi0hcspHs4lAWrI5k7vIIMgtCiE4wojcEflsURIHkTBOFi0Mxh8z+dupxtpstOpocNFSM+F0gGNs2pcgyZVeuA/7dpgIlG54qxnidhgcqnuKQl87TUt8AQG6Jps+4dOIMr//sXzj2/sd0d3RiCQ1l7SN3QgAeGLTqqv8KJkx0nhIFCd0sbGxBy78x6EYT5k1686TE2x88ORp3Ixl8PKzOQRyuyYlrEEHMFMHWqTuMuNBkGvuq+BxDKYL4AsNkNmE0GbHb7AwODBEafu+IqN4gkZEdSXX59Gnhfd0OQsJGvx4+eucIsktmzuJCsgsyUFUVlx9LWw/ZEBSQx/W8q+NWEGWXOmG1dTL4+zT1djhRFZAkAUmnJXZPh7HtO7JTy8eY+qMa+GTf46U/W/F1R8sNOlpuAGCyhBMZnUJkTCpRMamERsRPGm42CtFntNprhdjEbBau3M6RI/tIS0tn69YtE+x29+7diyhKrH30SySl5WjjcVcrsgoXULJkHQ2VN6m+dZHujmaaakq957l8+hBL73ts6vA+z38FEXUSLcTdaKMKi9BjMkuYLBLhUQbCI/WERelQJf/R8ZKgw6Vq7YAzgSVUomhxKK31dlob7LP6+tfay8RZ6za6Wp0oCmTkmxDcYh5FURkc8xlrqKpheHAIc4iFzIJc/+Pw00Y13mgg0R3c19YwsaIxilHFRk97J71d3YiSxONfe47m2jo+eGsnna3tdLa2A3Df5k2YLOYpjnc3MHkr1diKxuxtbAEEzDqLT9VrpguSer323eK6C8ng/tA30k182PiWuCCCmB2CROMOw6gzEWGKpt/WPf3GQfynQEREOB22Tgb7B0lKTbinY0nPjKKhrh+nfeobVl+3g5RMrYfY6XDx4Ttav/4TX9kITKxmjIcoSuCHbIzFQK/Lbz5FILAOyowMj+6sN4jIrsAP5rBNV8WAmcZY6/RmQsNiZyy+3rVrF5aQcGIScunraWawrwObdYA26wBtTdqEXpL0REQnExmjkY/I6BT0Bk/rhTjpSMeSjTWbvkNLw3UOHDzmY+tqCQlDlmXiU7O8JAOgo9Wdn5GSiV6nJ6d4IbnFi+jpbKP61gWqSi+jKjIN1Tdpqi0jLbuI3JIlJKRkTu7ehC/ZGw9FVdxZNbcHnV4kJFzP4tXRRMUZMZpGq2yy6sI5yWUpCCAKYsDhkz77igLJWSavdsM2PLuL+3Z0Gz3tTmSXSlaxGVEUGO73dWO75W6bKlgw17tK7ncM02g2PBWN7vYOHHaHTwuWB1pBQ3O6qy7V0sDTcrIwmoxkFxXw/P/P3nnHuVWe2f97m+qMpvc+444xtik2BowBF8Bg44bpBOwQYENIgZDkt5tN2YQkpEISQoKBELobpptmA6a7416m9941avf+/riSpkkz0szYY0BnP1qT0S2vrnSl97zPc8754Xd57IG/0NGqG2Uc2bufsZMnYok6+foAVVOhj1DcV9EQEIZsYwv6nEAUu6+1LBpQwqyM+HM0TkJFA6DN0US8NWXIbWIRRNATkU/RCUC8JYV2R0tY2QIRfHVhi7VRW1M36oJw0EWFuflxHD04cB9ue6sLt1tFlkW2vfUpTfUtxCfFMmvu2bo2I4SAPp1sCP77oO/EKdS2qb5QPRpNdb1NFxSjQFfn4PtqXlepge0rh7huKQgkpU0JW3y9YcNGxk6eQ86YswFwu520NFbS3FBOc0MFzY0VuF0OGutKaKwr8e8bZUsiNj6DuMQsYuMzsUTFBZzg+8iGYjCRM+ZssgvOwuWw43Y7iY414XQ28/bGx2moLvc77XS0NdPZ1qK/ptQsn1oaDY24pBTOvvAK0nLG8v5rzyKKIqrqoeTYPkqO7SM6JoExk6aTP2EqJkuUfxTd1yl4VUNfYQ6fbMiKiNkqYTLLmCwSiiKQOz6a1Mz+K+TqIFZRoiB5J55Dq0pbor3VjWIH1WVDrW4MnWy0NLgp3Gcn/zRzr4qhy+niyJ79AEwKIaRP8Nq1BbpcUTE2omJstLe0UltRSWZ+bsBj+HYtPKATjZ5uU/XVNX6SIUoixw8cYs3v/sIV119N3vj+YX4nHJrW7YQm+NLBBRSpf+tdqJBEGUXqLdQPRwTuw8lynfJBQ6O1q4F4y+gujEXw1UCEaJwASKJEgjWV2vbA/asRfL3QbXE7+kQDICs7lpKiZpxdwSf6mqrR2uQiPsnIy8+8BcDClXORFRm36g55AiSKImhyP2KiqRqtQxSCNze4+7VJyYrQL4W6LzwenWToVZS+zSA+DH0tXRAgJX0y5cUfceutqwbM0YAe4mtJJj37dP/fZdlAQnIuCcm5gN5y1t5arxOPxgqa68vp7GiivbWO9tY6yot3A2AwWoiNz/S3W9ni0pD84lPBL9IVBAGD0YJitGC0SETFWJAVA05HF80NNcQlpvrTwOOT0lGUQKvVGimZeYiihKp6uPDy66gqPUbR4T20tTSw6+O32PPpu94qx5mkZXa36QxW1dBdi1Sv1iQwZEXPsDBbuolFT1ijZVIyAottgzmj+ccngCSIA1bjBoMoCmTkm4hNlCk+bB9SdUMQBARNQEMNm260Nrk59kUnLkf3noUHD+N0OLDFxZKRmx3qKBCCkI3UrAyOtbRSXVoRlGgAOLq6KDteBED+JJ1oeDwe3lqvW2VPP38mU2fN4KUnn6W+upbnH17DORfN5sKF83tZ554s+Fqp3G4NRVKGZGML+mfc1KdlSkDAKIffHuZznXKfBDG4D832RmLNSUN+/RFE4EOEaJwgRBtjaelqxOEOYZk1gq80bLHRwOhb3PogySJ5Y+I4vK9uwO2aG5w01lVyYOdhJFni0hUXe6sZ4Vk4i4IIoozH3Z0z09rsCSl9ty8cdpX25v4TQEEQkA1Cr4mVDxoaboeGM8BzfY4S9nj8e3l3lRUT4067ks2bN7Bo0WLWrHmUtLS0fvtUVVWxatVqNm/ezLRZy3u0QQU4viAQHZNEdEwK2flnAuDo6qC5Ua94NDWU0dpUhdPRSW3VEWqrjnj3E7HFpRGX0E0+DCYrPQmWKIIoSSSlZVNVeozaiuJeRCM5PQeCrObKskJiaia1lSXYO9qYOWcRZ85aQPGxLziy73Maait6VTnGnnYWBROmYbZEDVLV8K7k9yAbgxGLvsgdHx1wFVrzVkwGgyBI+vmHqbWz2uThVTe8ug2GoNtorndTX+UkOcOAKAl+t6mJ06YgDMXKrM/5U7MzOLbvIFVBBOE+lB4txOPxEJsQT3xSAgA73v+I+upazFYrsy+fj8li4ebvf5t3N73Grg8/4bMt71Ny9BiLbryWhJSkMMY6MlA1FY+HQYwtBoZJsfTTVRll85Am7j7CdbJapwBUzU2bo5kYU/xJO2cEX01EiMYJgiAIJEWlU958bLSHEsEo41TJ0uiJjMwYio834bAH/+FqbnDy3ut6NeP8+eeQkBynZ2UMYfIlIPhXvwFahpAGrmkajbXB9zMYxX7aE03ztkoFfJk9J1Dhk4yeBKMn4hLzmHjGUt5+5+WA4ut169axYcNGJElm2qzlJKbkD3Km/iv7RpOVlPTxpKTrK8Sqx01rcw1NDWU0N5TT1FCO09FBS2MFLY0VcPRTAMyWWGITdY1HbHwGtrhUQCQ5PYeq0mNUlR0nI28CNeX6CnTPoL5ASMnIo7ayhOryQsZOPhvZYGTspLMYO+ksGuoqObp/u7/KsfOjzez+5G2yCyYx9rSzSPImjAeCJAteYiFhtRoxhOEElZRuIjomcA98t33xwNCrGtKItL/2qm4csg8cLhl0POG3UnV1enB2adSUO4mJVznubV8K5DY1+ADwVle6z+8L7qsuG5ho+Nqm8iaOA0GgraWFbW+8DcCcKy/FZPEG2BkMLFhxFfkTx/Has+uoKa/kiT88yNwlVzJl5tknMFujPwRBRPNoON1dyFL4uRmKZAjoUGUOMQm8L05265QPzfZ6bMbALZkRRBAqIkTjBMIkm7GZ4mntGtzlJ4KvLmze1qm21lOHaEiSSP7YeA7urQ26TXNDK1te0ROrF12/IKjTVCjQ0BDQdRsej3tI+oy2Jk/AioUPiqG/a0x3q1R/+ImCJgxloXlAbhKXmMeZs26jvvYAb/QRX9tikhg7eQ7pOaejKAN56YeuUxAl2SsU10W6mqZh72imuVEnHc0N5bS11GLvbMZe2kxVqe5uJSsG4pLSUN1uZFmmuuw4rzz9oP6cLNPcUEtiWjYGY+BxJmfkwudQU1mkt8eJEgICgiCSkJROwpxFnDnrUsqOH+DQvk+prymj+OgXFB/9opeWwxod7c0N0R2ier6XIn1z44NDkkWyC4KLiTVCn+QLoojgEcPaZyD4qhuVxV3UlAV2vRpwPGGSDV+7lsuhseP9vXjcbhJSkklKH3reU8+WN58gvKWhCXtHJ2Zrf+2BpmkUHdIrbAUTxwGw5aXXcTocpOdkMeWcM/vtM3byJG794Xd55ekXKDlyjNef30DhoSNcevXSgOcYcQgCgiDg8ehVJJfHgSYqek5QCJ9CURADtkfJooIi9W9DDAX+wL5BsnBGGi6Pg05XG1aD7aSeN4KvFiJE4wQjwSsMH4qLSQRfDXRXNNpGeSS9kZZuo/h4E/aOwFWCXR9/itPhomBiDpOmjdM954c46fL1xQtAV7uegREO3E5t0HA/URKQZAGPW8PlVPVWqSCn6UUUgsk1BttvAEiygNlqJSbhbPInnMX+na9TUbyHnLFnM/70SwZZIRy+65IgCFii4rBExfn1H26Xg+bGCi/xKKO5sRK3y0lDdRmCILB06VJWrFjRy/Z2w4aNHNr9IefOW0Zadn871ISUTCRZxmHvpKWxjriEVK+A2OMnHAajkXGTz2Hc5HNoqKvk8Befcvzwzm4tx2fvMn7KZKafN5PElHy/NasPKh5Qde3bYMgqsA6Yg6GqoX/udGIs4hnBoE1REsgsMBObqFB8yN4rsTukMXnD/TRtYN2Gpmm9KieFh/TsjAlTpwx7dVrw3jAmi5m4pASa6hqoLi3XKxZ9UF9VQ1tzK7KikFGQR+mxQg7s2A2CwLxli4O2cEXH2Ljm9lv5bOsHvPfKZg7v2UdlSRlX3rCS7DGDVQCH9+p8RgQ9czTcqgtVU70WtwNfP5NiDXiNTfLQSZI/sO8kVzRAr2pEiEYEw0GEaJxgSKJMgiWFuo7K0R5KBKMEf0XjFGqdAm9VY0w8+/fU9HtOVVW2b9OrGVdetwBBEPyBdENBz1XY5noXoiAOOlnqicZa14BCbx9kBTraPAw01EBkYTCuESrBEEUwmEQkuafLkoAsG7zPywNM9IZPMAaCrBhJTMknISUfUKmvOc6uj9axYMECHnvssX4uWStWrKC6uppbb72VN157lrzxZ1AwcRpxSd0ic0mSSErNprq8kNqKImITkv2vQ09d9wASBknAYlVIThvD9JkT0LTr2Lv9cz774H3Ki4s5uGsPB3ftIS4pkWnnnsOUGWdjje6uTIRCNiwDCMB90AhvoiZ4ww9HqqrhQ1SMzKSzoqgo6qK2fCjVjYF1G84uzW9ra+9sp7ZCb4VLSJmIy6GiGIcr8NVrG6lZGTrRKKsISDR8bVPZY/ORJJG3N7wMwBkzzybNm8UR9AyiyIyLLyR7TAEv/ec5murqeeZv/2LW3Dmcd+ncAe15h4qebmd9NWSq5hm0lcogm4J8RgVMytAzQmTva/V4PH5nuJMFu6sDh9s+JBF7BBFAhGicFOjtU004PKObDB3B6OBU1Gj4kJoeTXFhEx1tvSc7xw4cpKm+AbPFwgWXnotH9QyjmqH1Siz2tU0NNlnyoaPVE1Jfu9ulr+IGIxlCv//o/WSw2IBQSIYggGIU/e5X/Z73rtxqAVfHTyzBCASXs4svPn+JBZdeykubgrtjpaam8tJLL7Fo0SI2b95M4cFdiJJEfFI6ialZJKVlEZ+SQXV5ITUVxYybMgM0DVEWMZl1y1mzRcFsMiBJCrIge6+lxNnnX8DZ511ASfExtn+4jb2fb6eprp53X3qNra9uZvyUyUybNYPcsQUIoqiTDY2gk7y8IAJwH3QheHiVNH+73whWNXwQJYGsMWbikoZe3QjWSmXv6CZUZcf2o2kaCSkZWKxx1JTrAnGDafhkIy07k4M791JdFji4r/Cg3jaVP3Ecuz78lPqqGkwWM7MXzgt5wpyWnckt99zF2xteZu+n2/norS0UHznGohuvITYxYZivoRuiIPW6dwOZVfhaqVRBQZZ6t1JJooxBCkx0jbJpWMJyWenWe7jdbn+A38lCs72elOisk3rOCL46iBCNkwBBEEiMSqOipXC0hxLBKMB2ChMNUdS1Gl/srO7198/e/wCAqTNn4HIIKKah9wb3nAjZ2z29JlSD9Z0HyswIhC67Smebx3vM/ja3A5KMns/1SUMelAEIeligYghMMPybeZ1merdQnnyC4UNlyRd43G4eW7NmQAte0LUaa9asISsrC0lR8Lhc1FeXUV9dxqHdPY95lMqSXeSMyyUjJ8PvuKO77Gh4PE48uJElGclHOATIzMklNTOd+VctZt+Onez48GMqSkoGqHIISH2cexLTggvAfQhVCN4XoiCgeitwJwL+6kZhF7UV4VU3gt0/PYl5yVFdj5MzVm+hUz1QW+4kKcOA0Tw8suEThFeVlvcjDl2ddiqLSwFIycxg7SOPAzB7oe4ypeu2QrsDDEYjl1+7nLwJ43jj+Q1UlpTx2AMPMn/FVUw+a9qwXgN4Kxl9hjKQHM2juVA9HgySQXcFC2Bl2xPmMJPA+8IX2Ae689TJJhptjhYSLKkBBe4RRDAYIkTjJMGsWIk2xtHmaBrtoURwkhFzCorBeyI1zUZRTBPtLbr9bENtLccOHARB4OwLzqexvgvTIJO4gdCzmtEUwG1qILLRVOdGHaDbRdM0Olp1dx3fsSRZ6KUBCbXtSd+fkE2oZEVAMYmIIWwr9qpojB7BAP2aVZbsYdmypSGFCgKkpaWxdOlS3npnK+ctuJrG2nIa68qpqyqjsU43FFBVD++9+hK8CkaziYzcHDLzcsguGENWbi5GoxFQcXuceAQ3kqggiRKSIOMR3BiMRqbPOpfps86lqrycnR9+HLTKUTBufHf7liySM2bwNOnhtD+JgoTnBBEN8FY3xpqJ9VY3nF1hiNb76DY8bs1/P7S1NNJQW4EgCGQXTPLvo6rdZMNkGTrZSM5IQxBFOtvaaWtuwRYX63+u+PBRbyUlmV0ffoKzy0FKVgaTZ5yJ724Ptw1o4rQppOdk8fJTz1NeWMwrTz1P0cHDzF9xFUbTwG1zwaCTjP5jGMx+W9NUHG4HiqRgNdj6Wdn6IAnykEXgPig9FgPcntHQe2o0dzWQaB26kUAEX19EiMZJRII1lQ5na0QY/jWDr3WqtfnUEoP3RMGYePbsqALg8w8+BGDspInEJyXSWN9FesEwiEYffUYgBCIbXZ0qHa3B7xWPW6O9xeNN8O2GJIPbe5pwSEb3YAZ+WpIFDEaRELTJ3Yf0rcBr2qiSDACXs5PWljqWL18e1n7Lly9n7dq1ZI+NY/I5mf7JWVdnJ889/BjVZeXEJibQ0dqGw95F4cHDFB48DLyJIAikZGSQlZ9Hdn4eWfl5xMTF4RFlZK+jj9vTvZqflpnJwpUrmHfVIvbt3MWObR/1q3JMn3Uu02bO4LQz0wYUgPugDqP96URXNXyIju3WbtSFXd3QWxG7OrvvmdJjejUjJTOvR0q7Dk2DugonCWkKlqiBP8zBNEyKwUBiajJ1ldXUlFX0Ihq+tqmkjFQObN8NgsDcpVd2T8g10AQVgfBaimLi47ju27fx8Vtb2Lb5Hfbv2E15cSmLblhJRt7Adsz9X5gQNCem7/dKYGh4VA8e1Y0sKoFF4Ipl2JqKvhWN0UBrVyPxlqRhtYBF8PVEhGicRMiiTLwlmfqOqtEeSgQnEb7WqfbWDlRVDbryNZpITo3GFtdIfXUruz7RMxfOuXA2Khr2Thdddg8m89B+YHwVDYddxd4efKLma6PQRcQajTXBW6YcXSqdrZ6AAnFR6s7BDm9W33Pj/gcOJPQODaIeAAchhcWdaHjc+gQ2Li4urP182zfVdqB6jEiSgCiBJBkZN2UK1WXlxCclctuPv09tZTUVxaVUFJdQUVhCS1MT1eXlVJeX87m3LS86JoYsL+nIzi8gJTPdL3r1wWA0Mv3cmUw/d2a/Ksc7m15m6yuvce7cs1i4ci5nzJg04L2lDlPQLQkS7pPw/kmyQPZYM3GJCsWHOkMImuyGIAh+W1tN07rbpsacHnB7TYOGKhdaKlijh3Z/p2VnUldZTXVpBeOmnKZXKlSVIi/RqCopA+D0c6aTlqO3WulFQw3Nm3wuhBliJ4oi5y24hJxxY3j5P8/R0tDIUw89wvmXXsK5cy8K7TtWEHqJv/siFIcyARFFMuDyOPFoHsyyBbHPCsRw3KZ86Cl8Hw3nKdDbPlu7mog1J47K+SP48iJCNE4yYkwJtHY14fR0jfZQIjhJ8LVOqapKZ7udKNvw+nVPFArGJfLuy1tw2O3EJyVSMGG8P2CvtdGFKSP8iUjPvvhg1Qw/BC/Z0KC50R3QAlfTNDrb1AGFs5KoT4DDW8DuO93osYYr6GGAwYTewdE9ifFNPgKLwU88NE2jvbWOmopDVJUfBKCpKbw2Tt/2TqdMa1PvVVWzRZ9Alh4rovSoHcWQQHp2Atn5Z2FYYKCro4WaqlKqykqoKiumtrKCtpYWDuzazYFduwFd8JqenUVWfr5e9cjLwxLVfa/0q3J8+BEVxSVs2/wp2zZ/Slp2Cpctv5j5Sy8kNiGm9+tHG3Y1QhAEBEEaMNF8JBEdJzPp7GgqCruoqwytuuELqBQQaGqoprWpHlGSyMyfMMA+OtlA1bDGhD8lSM3KZO8n26kqK8fnRlVVVoG9oxNJlmlpaMJkNnPBwvkB91fREMPQa/REZl4Ot9x7N2+u3ciBnXv44LW3KDp0lCtvvIaYHtWV/hAQB2lhDKWiIUuKf9yq6qHD2Y5JMftbpYxSMBeq8KA718m43W5c7qG7/w0XzfYGYkwJkQC/CMJChGicZAiCQKI1jcrWotEeSgQnCSazCYPRgNPhpK21/ZQlGgkJFnZ8qFvann3B+SAK/olxS4Ob5IzwjxlK21RfuF0abY392wM8Hm+r1AAZHL5WKUkRUENaCR5IwR2a0Lv/8fpPmXwrtie69aYnNE2jpamSmorD1FQeprO9OzhUlmXWrl3LihUrQj7eunXriI1PwmDsb3MZl5iKwWjC6eiiobaKxNRMcIPT4cYpCghYSEyeQGLyBE4/E9wuJ/W1FdRVlVJXrT8cXXZKjxdSeryQD/3HTSIjJ4/M3FyyC/JITk1GMRiYfu5M5i+Zgyg18doL77Dl5Q+pKq3hsT8+y5MPvcC5l5zF5Vd3Vzm0MN2mgqG7qjEyxxv0fLJA9jgzsYkyJYftg1Y3nA4NjwcQutum0nPGoRiMg56rocaNquoEJxykZutfDNVlFWiqiiCK/rYp3/fH+ZfP7UUaobuqgTdxfKiTV5PZxJU3XkP+xPG8ue5FyguLeex3f+aylUuZMHVKwH0Cib/7YjCNhiQoARzQNLpcnXhUF0bZgmmISeCBICs60RitigaAW3XS4Wwlyhgz+MYRROBFhGiMAiyGKKIMMbQ7W0Z7KBGcJMTGxlBbU0dbSxtpmSmjPZyA2PPZPqrKKlAMBqbOnNFr9b21yYWqaoihKJ97wDexdjlV2lsG/4HUNI2GGhe9M4jB6VDpaAncKuVDTz2GJAsDpogPSjAUAYNR0j1vQ0JgguF/1jurOdEVDU1Taaovo7riELWVh+myd+uCRFEiJaOAzPyJOOxtbNy4kerq6pAE4VVVVWzYsIHM/IkBnxcEgeT0XMqLDlFTUaQTjR5j6tsaIysGUjPySM3I82/T2txATWUJddUl1FWX0dpUT1N9HU31dezb8RkABqOZpNRsUjNzOGPGeMaeVsC8q5ZxyaJF7P/8C7a+/i7HDh7jgzc+5YM3PiU1K5lLl1/MJUvOJzpu+DkAgqBPUk+2zs4WrzDpbJny413UVwWvbnR5bW17tk3ljp0c8nma6txoGtjiQ58aJKamIMsyzi4HTfUNxCcn+dumVFUlJTOdKeeePeAxNK/N9VDJhiAITD57Ohl5Obz05HNUlZbx4hPPMGXGEeYuvRKDsZto9bWxDQZ1AKIhCOKADkwujwtV6yDOnBTW6xgIvvap0dJo+NBsb4gQjQjCQoRojBISrWl0ONtGPAgqglMTtlibl2icms5TAOv/8woAZ18wA5PFjFvtrkCoqkZ7ixtbXHiicB9VGCzV24eO1h72t4IAqkpnuzpgjkYg61pRDGxz22/DPpBkQddhiD69iAAD3qMDEwz/VuKJq2ioHjcNdcXUVBymtuoITken/zlZNpCeM47sgomk54xFMRhRNRWno4sjX3zMqlWr2DRAjgbovv23rlrVY/IqcPaFC/utkqdk5nmJRjGnnXmB/+++pJQBnYUFkZi4JGxxSRRM0u1KHV2d1FWXUV9VRl11GQ21FTgddipKDlNRcpgdH76JKIqkZmZ4tR4FLLvpm9g7Ovjsg/fZ9eknVJfV8sSfnuPJB9cycepkZlx0LuOmjMNgklEUAVkRkA16W5yiiMgG79/k4D3+oiB5tTYnp6rhgyQL5Iw3E5ckU3zYHpBI2736jLqqUjrbW1EMRtJzxg0aSNkTzfVuVI9GbFJo97okSSRnplNZXEpVaQUGk6lXrsYlS68IqpnwVzUQUFGRwhSG90VcYgI33H072954m4/f3sreT7dTXljMopuuITUrM6RKRk94PBqS1L+t0iAaBr3nJVGmuauBKIMNi2FwV7TBoHjTwUfHdaobXe4OulydmJTha08i+HogQjRGCbKkEG9JpqGzevCNI/jSw6fTaD1FiUZddT3vbdYbVq775lXU1PafELc0usIiGj2D+kLJwvC4e2dmqB6N9hYVtzM8kgGBbW4HmuqKkoDRKCD1mWDqEzSR/mQjNILhP/4Ii8Hdbif1NYXUVBymruoobrfD/5zBaCYzbzxZBZNIy8xHkvu/Z2aLiUU3Xcv6R//N4sWLefTRR0lLS+u3XVVVFatWr+bNzW+SM/Z0io/speToFzTUlDNr/nISktP926Zk5AJQX12Kx+NG6hFopmrqgMJbH3xXVUPDaLKQmTuezNzx+jE8Ks0NNTTWl9PWXE5ZYRFtLS1UlpZRWVrGp1vfByA2Pp7sggIuXngFjq4ujuzfR3lxMft37GH/jj3EJSYw9dwZTJlxFlG26MDjEHTCoXhJSN//FiUNUdG8f9c/ayerb90Wr3Da2TJlx+w0VHffLx6PhsNri1ty9AsAMvMnInlJpDBAXk1ftDbp1cPYJF+S/cBUJS0rk8riUqpLy/F4uhcVJp8znYzcnNDOq+mCfTFMYXhfSJLEhQsXkDtuDK88/QKNdfU8+eeHmXPFpcy8aHZQl6lA8Lj7Ew3dXWrwMeo6DY12Zwsuj4NoU9ywXpvPeWq0KxqgB/ilKtmjPYwIviSIEI1RRIxZF4a7VMfgG0fwpYYtVp/QnKoVjU3Pvo7H7eGMsydzxjkT+OzTIhrreifZtzS4yCoI/Zi+yYXHrdHWNPiPY2Odyy/gdjlU2ls9aKoWNLV7sBC+bqIxAMEQeyR6B9lOn2L1DNgIX7banQw+9NVIl7OLuuqjOrmoOY7aY0JntkSRVTCJrPyJJKfn9HO+8cF3DSVZIL9gHMtW38xLTz5LdnY2S5YsYfny5cTFxdHU1MS6devYsHEjsiQz+/JrScsuoGDSdD56awPtrU28vWENZ8ycy/gzZiIIAra4JIxmKw57Bw01FSSn5/Q6c6AWqkAQBDGg4FqUROKT05h0Zj7WKAOCBi1NTZQVFlNWWEhZURHVFZU0NzbS3NjI3s8/B3QL1vTsbDRNo666mqb6Bra8/BrvvbaZ8aefxrTzZpA7doz/PQKdJLucGq4gJFfT6FfV8JEQvUoiICtid9WkT/VEVoSw2xB7QpIFcidYiEtyUXLYjsup+at+Ho+H0mMHAMgd28Ntym+2EBrdaGv2oKoQnyIPSqJ8Oo2qsnLKi4q9Y5SYvXCB99RCULLRs6rhc5wbCdKWM7aAW++9m9efX8+Rvft5d9OrFB06wpU3rCQ6JrTWn77tU6IgIYmDT5skUe5FKhyeLlydtcSY4oecqSF7c2M87tEnGu3OVlwe57DzQSL4eiBCNEYRoiCSFJVGZWvxaA8lghOMmFM4HdzldLHpmdcBWHbTlbg8DnIKovsRDXuHB6dDxWAMbVXOV81oaXANqK3wHbuzzYOmaXR1qNg7+kw0+5CNUPIx9JXIIBsJYDCIKMbgBKP35gMcKwR0i8HDa7dxdHVQW3WEmopDNNQV99J4RNniyMqfSFbBJBJTMkKzCPWe3rdKmz9xHLf/zw/Z9/lOtnzwPmvXrvVvGhufxBkz55I3/gwMRj0MLSktm8uu/hafbnmJ8qJD7ProTarLC5l5yVWYzFZSMvIoPbaPmoqiPkQjtBYq6F3V6AurTcJkEfCoLgREbPFxnB4fz+lnTdevl8NBRXEJ5UXFlBcVU1pYSJfdTmVpaa/jyIqC2+Xi4O69HNy9l9iEeKbNmjlglaPXGAXdU0zt8X66XVpAp7RgECV6VUn0h+ivkvT9WyBb5ZgEhUlnS5Qf76KhWtduVJcdx+mwYzJbSfZWmfoOXgiRbHR4LaQTUgeeKqRl65qcmvJKVG9rz7TzZnqT3L2n9ZL1Ac87xGyNYDBbLSy59Ua++GQ7b23YRNHho/zrN3/kiuuuZtzppw26f29BuIASQssUEHACrmoemux1WA02LEpU2GRK9rZOuU4BogEazfYGkqL6V0EjiKAvIkRjlGExRGM12Ohwto72UCI4gbCdwungW9/4kMb6JhKS45k9fyZdHjtR0QYSUkw01PS2YW5pdJGUNriDDXRPKZrrB/5h1FQ9M0PXgXiCt0oJPbTZg/5Gi4giSJLWe7IggOLVYYT6Q68nL+NPMh4KwtFo2Dtbqak8TG3lIRrry3oJTWLik8nKn0h2wSRiE1KGvPLbc9Jqspg568LzOHP2LLo6O3F0OWisBlE2BTy+wWTm/Euv5tj+7ez8cDNVpcd44/l/MHPuUlIycr1Eo5jTz4a+b9RwqhqCCHFJ3RM4DRWPqqIiIokyAmA0GskfP4788eMQBAlZkKmuqqD42BFKC4soKyyisa4Ot6t3K19zQyNbXn6Nra+8TlZBPjMuns3YSRN6VTkCDBK0cNQPvaF69GwZh33wbUF//X4tSZ/qidWma05Uj0rxEb1tKnvM5OB5EmGQjc42vbKYkBa8shGbmIDRbMJh7/KOVeCCy+cFOnFACtmrqjFCLVQ+SILEtFkzyCrI48UnnqamopK1/3qCM88/l0uuuhLFELwdtGdFQ5EMId1vgiAgi8GP2eFsxeVxYDPGBa08BnwdXjH4aLpO9USro5F4S/KI2PdG8NVGhGicAki0ptHpbAu5fzaCLx+6KxqnXjr4hv+8DMBV11+OKqrg9Y/Pybf1JxoNYRANTUNVNVoaB9ZnNDe4sXd6aG/xtkoNBEHEO+UPskFvHYAkC36ioSd6C0hSaBMYH8Hw/296tlCFB39FI4jrVEd7A3XVh6kpP0xTQ2Wv5xKSM/TKRf5EbHEjE5YVaHVcEATMVitmq5WuDoe/3z8QBEFg7OSzSUzN5qO31tHaVM+Wl55kzGlnAdBQXY7b5UJRen9WhlPViE0wIAcYt4aKW3UhIiKKkv/YmubBje6KlJCSyJnnzQKgo62dsiKddJQVFVFRUupvR9E0jdJjxyk9dhxJlkjPzuL0GWczZtIEor2LBT3HKAq9qxonEpoKLoeGy9F/oul0qDQ1uHG7XVQUHQYgLnE8TXUurzGCoP8r6iRA9P0reP/m/zfwO2PvUKmrdJGYpgRs+RIEgbjEBL8IPGdsAbISbLI9UCOV97WOUAtVT4epxJRkvvH9u9j66ut8+u777Nj2MaXHC7nq5utJTg+8Mu/L0pAEOYCVbWDIIRASp8dBo70OmzEOgxza96mvouE+RYiGpqm0djUSZxk5Z60IvpqIEI1TAIpkIM6SRGNn7WgPJYITBH9F4xRrnTqy/xh7tx9AVmQWXXMpLk+3XsgaZSApzUJdVbeLUag2t76gvrYmNwPJEpwOldpyB53tofx4+kiEEMANKrB2QpIFRJeAwTSwk1BP9CUYvUYgQAiBwQH208/ts0XV0LB31FFbdYjK0kO0NtX1HAHJ6dl+cmGNjg3/hIOgv5NOn/GGuEgZl5jCguXfZMe2Nyg8uItj+7cjihKq6qG+uoy0rDH99glZGN6jqqEYBGwD5jtoqHhQVbUX4dA0D54+57NGRzFhyulMmKLrF9wuN1Xlurj86IEDlBUW4Xa58Lg9Xv1Hsb6fLZrcsWPIzM8lKz+XpLRUveIxjKrGSMHnNlVVehSPx4U1Oo7YhHQ0VcOjMvj4vG2JgoCfhAgiiL5/BejqBEenSlKGgqyIiBL+7wFVVWlt7rZrn3z29EFG3J9s9KxqjEQLVSAbW1mRmXvVleSPH8dLTz1HXVUNj/3+QS5ZvJCzZp/XjyB4PCAwsJVtXyhiaLoFVfPQ3FWPRYnGaogelJzIPjH4KdE6paO5q4FYc2IkwC+CAREhGqcIYs1JtHY141ZDS4CN4MuFU1Wjsf5J3dJ2zqXnYYu34nD3rmDk5EdTX233twx53BodrW6iYwf+4fVNIQZym/K4VYoOdIZAMvrrKLrdoDSCibNFCSzRErICmhpay0MoP5eCIITdQuVrwfG4HRQdeZeKkkO0tzb1ej41M5/s/Ilk5E3AbBm+HWZgdFd3BoI4CBHpCVkxMOOiRaRm5vPZ1pdxu/TvsKP7t5Oe3Z9ohCoM71nViE8xhGgW1INwCJI388INmtSr2tF7/DJZeblk5eUy65KLdNF4VTWfbN3K4S/20dGm37MdrW3s37GL/Tt2AWAwGsnIzSYjL5eM3CzScrIxmU2hDHLE4cvP8LlN5Y6bTGyigc42D84BKlN++DRQmj65xt8y1P0519DoaPPQ0uAmOk7S7xdRJ63H9u+gs637uy0hJY/2Fg+ipD/f/W/vGuFAlQ1fq+JQJrGD2djmTxzPN3/0A1555gWO7T/Im+s3cfzgYa68fmUvXYnq0fSWqRD1WZIoh91K1Olq01upTHFBheY9v2+aG5tHTDA/XHhUF+2OFqJNsaM9lAhOYUSIxikCURBJtKZR3VYy2kOJ4ATAdgoSjdbmNt7ctAWApTdegdPT3/3MbFFITjNTU9mjqtEYAtHQVDRVC5qf4exSKTtmHxLJ8EH02m72m/QLYLaKmC0SgijgcdOdzRHoDCESjB6Hh8HIhgCyLCDJGs2NZVRX7AagvbWBw198DIAkK6RnjyErfyIZueMCJm6fKEiDfPMPVvEIhJyxk4lPTmfLS/+ho62Z8sKDfPbeK5x53oJ+Frsht1AJIpYoAbMl3JVtDVVz+1fzPYIHVEKaBOrhg2ksuu5aAKorKvjsvQ/4Yvt2XM5u4ux0OCg6fJSiw0d9O5KUmkJmXg4Z3kdsQvwJnxCqqqZrPbo6qSw9BkDO2NMRRYGoGBmnUaWjzc2g8qAg7m594XZrtDZ5sMVKgEBHZwe7Pny31zbtzdDV0X+RQRB0EtuTeEiShiAJvQiJn5TIHkSksK6hIISmv7JGR3H1bbew/YOPeOfFVzh+4BD/+s0fuPKGayiYqFsq45HC0ooM1YXJpTpp7KzDZorFKHd/D7S2tLLhuZd49om1FB4rAuC7t/2QB3/3MNd+YwVLr1nkr5aPFprt9RGiEcGAiBCNUwhRRhuWrmg6XadeH38Ew0PMKSgGf+WFzTgdTsZOymfCtDE4+1QzfMgusFFb1V3VaGl0kZE/8KRYQ6O91RPQhae9xU19lZPWQS1vg7fX9CIHPSb9RrOIOUrqNVFWjGJAohEuwei1L/0nZD63IFFSqa8poqzwIBXFh3F0dfbaM3fsZLIKJpGePQZZGR17yMErGkM7bnRMPHOuvIFXn/krAEf3fU5dVSnnz19BTHzvXu5QqhqiKJCQbGLg0MSBoOk2tJqAr9su3BXn1IwMFl13DZcuX8r+nbvYvu1DKoq7F4QUgwFJlujqtFNXVU1dVTW7PvoU0CezGXk5ZOTmkJmXQ0pWxoDhiENBV6eKBpQdP4imqsQmpva61gaTiGxQ6GzVXeMGhPcyMQjh8HjJRnSsxN5Pt+B02JEVg7+a1VRfTVJa/5wFTdP39bjB1a9xqs9AvP9Ikp5vI4kCkqQTFUn2kRTv//aRFFkMyzZYEATOnn0eOWPyefHfT1NXVcNzDz/KjItmc9EVCyGc1q1BROCDQUOlpasRsxJFlMHGti0fcffqe7Hbu1i2bBm/+fVv/dbT69ev57c/+yMP/vbv/OXRB7jg4vOGfN7hwuGxY3d1YFasozaGCE5tRIjGKYbEqDRKm9oZ7Z7fCEYWp1rrlMfjYePTrwKw7MYrcXmCt+yZTDKpGVaqyr0tJG1uXE4VxRAk7dcb1Nfcp21KVTUaa110tHroaB2skhGYZAQiBwKgGCXMUboVaF8oBqEXMxgOweh9XAlJAYNBQMNJVdlxygoPUFF8FLeruzpkNFlITMmkouQIUTFxnDd/+QicfWjwNaoM1ho1lIqGD7bYBKJscbS3NiEbjDQ31PD62kc4e/ZC8idM9a82h1LViEs0YDDIQ24p7dn4o2oeVFQ0FeQhMCmDwcC0mTOYNnMG1RUV7PjwY/Z+/jkOexcup/65SsvOJDo2hraWVqrLKuhoa+fI3v0c2bsf0J2DUrMz9apHrl716NmqMxT0a5saO7nfNqIoEBUr4+waueqGx6NRVlhO4cGdAKg9xFiNtZUBicaAJwyg2EDT25c0j4o7JMcnn9uc0K9lqyc56a6m6P8mp6dxyw/u5p1Nr7Djg4/4dMv7lBw9zh0/+RZZeWNDegWKqIxI9cruaueDd7fxg1v/h/kL5rPm0TWkpqb22mbFihVUV1ezavUqbrv+Lv759EOjSjaa7PURohFBUESIxikGg2Qk1pxIs71u8I0j+NKgZ+uUqqrBbSdPEj59bweVpdVEx0Qx54rzAgak9URWfhQ1lZ2oXtek1iYXCSmB3VK6bW27iYbLqVJX6cTl1HB2qQOsrAZulQpGDiRZwBotYzBKaPQPUQN9kqUoIm6XNiyCISsiisH7UEScTjtlxYcoPbaPyrI+AXpWG9n5E8kqmEhSWjaNtZVUlBzpZVU7WtAFvyOn0QiElIxc2lubyBt7Om0tjVSXF/LJuy9SVXacGXOuQDHoWoaBhOGKUcIWp+cWiEiohO+206+9TdNwa05UTUKWlAFqZgMjNSODhVcvZ95Vi9i/cxc7PvyI8qJiKkvKoKSMmIR4zpt3EckZ6TTW1VFeWEJFcQmd7R1UFJVQUdRdEYlLTOiueuTnkJiSPLCtbh/YO1Q62lqordSPmT2mP9HwwWASkRVF126EUt0YgGxomsaBnZsBSErLoa6qxF/VaKyrDLLXICcMcDa/o7WmMZDwQvC+m5oKbjX0TBNfO5ckwdSZl5GYnM97r22guryC/7v7l9x09/XMXzIHg1HyZ5oEIhQjFV7X1trO//uv/2P+gvlsenFT0ApYamoqm17cxOKrFnP36nvZuuuNUWuj6nS24vQ4MEihOWhF8PVChGicgoi3JNPmaMajDmwLGsGXB77WKVVV6Wy3E2Ub3dWf9U/qlrYLV8xHVLRBnZSMRpnULAuVJXpVo6XBHZxoaJp3IqMftKPVredkaHpmRkdbsJap0EmGIApYomRM5u5+bN1uVOxFNgQEBEHEaNTwuMJza/ERC1kRMRhEBBHsHW0UHT1I6fH9VFcU9bKrjY6J96dzJySn92oL8k0c1SD2ticTg7VNwfAqGgDJGXkcP7iLhtoKFiy/jQO7trH30y2UHP2ChpoKzl+wnITkDAYShiemGPHxIZ+TVTjQOUbgD7aqeXB7NCRBDioSDwU9qxw1FZV8/uE2vvh8By0NjXzwxtuIosjY0ycx/fyZLLnleloamyj3Eo2K4hLqqmtpqm+gqb6BfZ/rlQGjyUR6brZf65GWnYXRFPheczlV3G6N0mN6xSQpPQdr9MCp16Lkq254/IF8QTEA2ago3ktrUxWSbMBg0M+ZmJpFddlxGmuHQjS8J/SfrbuqgaChecXjgWpgAgOLvwdCz3Yu0EhKHccVK7/Nh++sp6rsOGt+/wQfvbWTK6+7BovVqrdIyXrKu6KIKAYBg1Em2iKgKFL3YoRBxGDQyUk47Vyvr3+bLruDNY+uGbTNTpZlHv3Xo2RnZ7Px+Ze5+bbrh3YRRgDN9nqSozJG7fwRnLqIEI1TEKIgkmRNo7qtdPCNI/hSwGQ2YTAacDqctLW2jyrRKCuq4JP3tiMIAldeO987MR8cWbnRVJd3onpUWhpdQZ1PNDSa611oqkZTnYu2lu4JYme7J0jbRv+15YBVDEEXBputUmA/f/T7xzc23xYGo0jnIF1rkqwTCtk7SfAtKre3NnH80AFKjx+gtqqUntOuuIRUsgsmkZk/kZj4pKCtE4PlaJxMhEI0hpvBleJNpG6sq8bl7GLymbNJSc9l25vraG9t5M31a5h67lwmnDETBLHf9NEaLfcSgA+nqhEM+ufe3c8Sd6hIyUhn4dVXc/GihRzYtYddH35CRXEJh/fs4/CefcQkxDN15tmcPuMsTj/nTAC6Ou1UlpT6yUdlSRmOri6KDh2h6NARQL8PktJTyczLJSNP13rY4mIRBIEur63tQG1TwWAw6ZPgQasbvs7DHmzD5bRzbP9WAPInnEd5ke7ElZl/GtVlx2lvbcLRZcdoGorBQf/Khu/zEaiooS8mDOE0Qc6tGxDYmLvoZo4d+IRP39/MwT17KS8pYelNN5I3bqw3BV7Fp2qTJY0mMbi2Upa7K6HdVVGpV4VUMUjIisCLT73GsmVL+7VLBUNaWhpLly7lmcdf4KZvXjdqblRtXc0kWFKCOmdF8PVF5BNxiiLKGIO5y4rd1THaQ4lghBATY6Outp62ljbSMlNGbRwbntItbc+96GySMuNDXik2GCQysq2UFbXhdql0tnuwRvf/CtE0jdpKB9Vlzl4TGLdLDeL+1JtkBGuTMpokLNHyAKvtAqIgInqDtTyay98641tVVHuUbiRZX41UDFIvYgHQ0lRHyfH9lB4/0K8NJDElk+yC08jOn4QtNkF/zXRnZASCLwE4VFJ3IuB75aFUK4Zb0TBbo7HFJtLaXE9tZQlZ+XoL2eUr7+DTLZsoKzzIzg83U11WyLlzl2A2R/nJmCAKxCf3t4kNv6oxeOuMqqmIgCpoXktc/fMzHJMAo8HEGTPO4owZZ1FbWcXODz9l33a9yvHeq5v54PW3GHv6JKaeew6548aQP3E8+V6XI9Xjobaq2t9eVV5UQmtTM7UVVdRWVLFzm+5YFhVjIyM3h9j4DGQliqb6agRRJKtgUljj9Vc37B462gJXNzRNw+W043Y5EWUFxWDm2P73cTntWG2JJKTkc3TfFgRBJCamAKstjo7WJprqKknNKhjGlYS+VQ39v7vZhk4yRm5i3bONTxBETj97NqefM4n1jz9JQ20t/37ob5w/7xIuWni5P6kbQRg0zM/tVnG7VQYLge9ob6OksIwHfvOHsMa9bNkyXnjhBZqbWoiLjw1r35GCT8web0kelfNHcOoiQjROYSRZ0yltPkZEGP7VQExcjJdojJ4g3N7ZxWtr3wLgqhsuC7sdJSMnisqyDjxulZYGVz+ioWkaNWV2ig/a6bV4r2l0tPQ9ly8pocdfApAMxSBijZYDCr19x/ETjB47Syh4cKN5J/eWKBm3W/WuIkq9iIWmaTTUVlFaqJOLlh4BeoIgkJKeS3bBaXqAXlT/1hS9kiIFJRs+TY4W5vUeUXi/RgaztgV9Ahq4Yz50pGTm0dpcT015EVn5EwEwmsxccOlKju7/nB3bNlNZepTXnnuYWfOWkp41FgE9AVxRglSrwqhqqCGOXicbeuuNqnlQNQ1JEHWb1FBfbA/ohEhv30tOT+PSFVdxyeLLObBr74BVjihbNKIkkZqZQWpmBmdeoCeZtzW3UFFc4q961JRX0t7SyuE9XwBf+M+rKAYO7vqIpLQsElOyMJotIY/ZYJaQDSIdrR5cTv1+cTm7qCz5gsqSPbS2dN8P1ug4Otr0DJgJZ8ynsVa3XY1LzEKUjUTb0uhobaKhdjhEQ4eeWaP/t7+qQQ+9xgiSjECNm5qqkZGbxW333cMb6zaw6+NP2Pbm2xQdPsqyb9xEfFKi93tnZMbh7NJNJOLi4sLaz7d9R3vHqBENgBZ7I7HmxLAsgSP46iNCNE5hGGQTMaYEWrrqR3soEYwAfDqN1lEkGm+++C7tbR1k5qZzxrmT0MK0DVUUvapRWthGS6OL9Nzu1ghV1Sgr7OTQrg76dgjZO1U8np4Tv94/64EIhiTrOgyjKdhqYWCC4YPBJGG2GJCNGiYzdNlVaiq61xQ1TaWuuozS4wcoPb6f9rZm/3OiKJGWVUB2wSSy8iZiMg/e6uajTYEiyE4tjUZokwBREvq8Z+EhNSOPo/s+p7qiqNffBUFg3ORzSErNZtub62htquOdTU9y2pkXcM7secTEBxfViqIYOjkOQ3ivkw1fkrSKR1NBE5FEaYAkl8DoJp3dmiDFYOhV5dj10ad+LYevyjFm8kSmzZpB7rgxvcTg0bExTJg6hQlTpwDgcjqpKiun+HAxxYeL9OwMTcPp6OLgrg85uMu3XwKJqVkkpWaRmJqFLW7gBGdREoiOk3HYPZQcPcoXn23C43GzbNlSli9f7rdWXbt2LRs2bEAQBFTVTX1NIQCJqTqpsMWlUl1+gPrqijCuWmD4+ISm0buqQbf4e2QgBNQJ+QqgRqORxddfy5hJE3n5meeoKCnhH7/5HQtXruDMc88fsVEYvFqcpqamQbbsDd/21qjR1f55ND3Az2YKjyhF8NVGhGic4oi3JNPuaMajhSdkjeDUgy02Ghg9i1tN0/wi8MXXXxY2yfAhIyeKqrIO2lvcuF0qsiLidKgc399Oa7MTe58QPtWj9flb99Stp5Db/6woYImSMJmDBXUFJhgGg4TZKusPi4zsm1Br4PI4EAQ3muqhqryI0sIDlBUewN5DuCHLCuk548gpmERGzngMxvBTngVB9FZQ+jpfnUoajdC2EyVvSvQQkezVabQ01tLV2Y6pT9p5XGIql624je0fvM7xgzvZv+N9mutLWbHqZmLj4wMeU//kiIN+dodi7qVqnh5kA0DFo6qATjjCmdbqpgQigfI/ktPTWLD8Ki5epFc5dn/0CeVFJX4b3L5Vjr5QDAayC/KJis4kKjqbypKjiJLMtPPm01RXRX11Ga1N9bQ1N9DW3EDRod0AGIwmElOySEzTiUdCcnrAHJfGuiJ2fbSOBQsW8Nhjwa1Vb711FZs3r/eT526ikeY9ThUOu4rRPPzVbcGblaMBov4H72dgZMhGMOcz1dP7/Ttt2lQyc3PY8O//UHLsOBuffIrCg0e46vrrMQWoIGmaRmdHO84uBwaTEYs1KijZs8UYKJiQSXZ+FuvWr2PFihUhj3/dunXkj8kjNm5gI4CTgWZ7fYRoRNALEaJxikMSJRKsqdS2l4/2UCIYJkY7S2PPZ/s4frgYk9nIJYuHvgonyxLpOVGUHGulpdFFV2cnR/Y2IYoKkmLA0dX7x7l3ZkbPHug+K8WDCL37Egw/sbB4iUWQ1iqXy8nRAwfZt2s7B3bvxdHVXdVQDCay8iaQXTCJ9KzhB+h1O1/1nqH7KxqjqNHwkZ9Q9ReSJPQJVQsdAgIms5XYhBSaG2qoqSgmJ4BQWVYMzLx4MalZ+Xy29WUqSor5x/2/Y/EN1zLxjDMCHlsUJS8BGHn0JxvgIxyqVzAeytRWACRB1CsjQdCzylFTUcXujwNXOaaeO4O88WP6Wd52dap+EXhW/gTGTT7b/5yjq5P66nLqq8uory6jobYCp6OLytKjVJbqSeaCIBCXmEZiaqZe+UjLRlYMfPzWehZcuoCXNg1srfrSS5tYtGgRmzdvxmCKxhKlk0NbbAqCIODsaqehtpmEpFiMlqGTDb2qofnJRq/LP4jlbSgYqDIS6O2LiYvj5u98m21vvs3W115nz+efUVp4nJWrVpNTMAYAe2cnOz/+iM8+eJ/aqir/vslpaZxzwWymnzsLs8WCySSRnG4hJc2C2aqgiAauu2UFv//5g1RXV4ckCK+qqmLDhg3k5GdTV1NPcmrSoPucSDg9XXQ627AY+pPkCL6eiBCNLwGijbG0djXS5e4cfOMITlnYRjkd3FfNmLd4Dpbo8Ffre8IWK7D9g23889efUFdd4/97fFIyueOmkTdhKgajCae9u+fbRzICtUkZTRKWKDmII5JOMIxGBbNVwWIdmFgAOLq6OPzFF+zbtYPD+/bhdHQH6JnMVrLyJ5JTcBopGXlIoS7xhwi9har3qrvYw3UqmFvXyUIorlMw/CwNgNTMPJobaqiuKApINHzIG3c6k88q4KWnnqGqtIzn//UYZ19wPvOXXoWi9E5bFhFQB61qDL3lKzDZ0MWuPsIhifKgdEMQRAhS1eiLlIzeVY5dH31CRc8qR3wcZ5x7DlO8VQ63S8PR5aHEa2ubM/b0Xsczmixk5I4jI3ec/po8HpoaaqivKqW+upy66lLsHW001lXSWFfJkS8+A0AxGFE9bh5bE5q16po1a8jKysJsjvF/piXZgNWWSHtLHa2NlZjM0agamK3Dr2yIfd4UDQ20obtODSYmD2b7LYoisy+dz7hJp/P8Y4/SVF/PP3//ABcvvIKMnBxeeGwNLqeTpUt7t52tW7eODRvW8+6rL/Oj39zDBfNmIggCkiATZbRhlM2suHYpf/vdP1m1etWAORoAbreb1atXA1B4tIgr5izn13/6GXMvu2hoF2SE0GSvjxCNCPyIEI0vAQRBIDEqnfLmY6M9lAiGge6KRnAbxBOFuup63nvzIwCuvG7esI61fdse7v/egzi6Av+Qrt+wgf3b32PG3KVYLDl0t0rpE4KeP+uyogu9A6WMK4qIJcpIVJQRi1UZkFgAdLS3c3DPHvbv2snRgwfwuLvbDWPj4zlt2nTGTT4Djzve2+t94iAKAqrWrdcQevjF6rkRw/SPHQZCrmiMwK9DSkYeh/Z8Qk0fnUZfxCYoxCQkcvN372Trq2/wyTvv8fkH2ygtLGT5LTeT1Gdld7CqRqhC8OD7exC1/mQDdMLhVl2DWuIK6BXpcKovvasc1ez++BO9ytHYxPuvbmabt8oxfspZtLV46Opsx2A0Dyq6FiWJhOR0EpLTGe8tFHW0tfgrHnXVZTTVVaGpHpYtWxaWteqSJUt4/Y23e1UXbLFptLfU0dJUTXLGeOwdHtA0zFFD+9xrGnqmSkA77aG3UA0q+Nc0VBUC5SeKokROQQHf+e+fsunZZ9j96Se8/fJLCKLIZZdeypo1Ayd6/+J7vyLa9gsumXcxJtniJzy2GBt/efQBbrv+LhYvXsyjjz5KWlpav/NXVVWx+purefPNN/n57/4fTz32PIf2H+aOm+5m5Y3L+Mkv78ViDd0QYCRhd7XjcHdhlIe3oBXBVwMRovElgUk2YzPF09rVONpDiWCI8Fc0RqF1atOzr+NxezjjnMlkjx16qNL2bXv43zseYMH8BQP+kN66ahWbX3+eaeeuICm1oF8VQ5T0RO+eQm9ZETFbJEwWGWuUEZPRMOjKf2tzM/t372L/zp0UHT3SS2ydmJLC5GnTOW3adDJycvzHKjragtPpCttxK1zoeg39HD2T4DVVHX5QxRDgm3qHeurhVTT0fZPT9eve1txAZ3srlqj+ycWKImCL16sWkixzyeIryB07jpeeepaaikr++bs/cPmKZUydOcP/Hg5a1RhuArsGqhCcbHjrG4NmcIgIeAitqtEXKRmp/irHwV172dmnyuFr80vPHttttRoGrNExWKNj/JWm9rZmXv7PX1i+fHlYx1mxYgXr1q3D5ezCYLSgoRETl0ZlyV5am7vbhuydKpoGlmiRgO4NA0EYeJdgoY8DIVQbY1XVArZy+vIiTGYzK29dRW7BGF5+/lnmz5/PpkHaznyJ3j/99v3M3nUh5pjex7/g4vP4x1MPcvsN3yErK6vfgs769evZsGEDZrOJfz7zVy64aBZXrVzEn+5/iMf+/iTP/2c9n364nT/8436mTAs9W2Uk0WyvJyU6c1TOHcGphQjR+BIhwZJCu6O1l5tJBF8ejJZGw+V0semZ1wG48rr5Qz5Oe2sHv/7ugyyYv2DQH9KXNm1i0aLFvPPOi1x46bdRDPrKliAKWKwSJouEYtD/NXsfsiIhibLeljIAwWisq2Pfrp3s37WL0sLjvZ5Lz8rmtGnTOG3adJLT0gIexxql4G5SQdRdc04Uelre9uyvV1WV0alnaEgSIbdtSWGkGQeDwWgmLimNxtpKaiqKyBvfX3cRn2LoN5kvmDSO2350D5v+8wxFh4+w6elnOX7oMFdcsxKTWf8sBatqDJdjdB8IVEFF1AZKnfYRDs2rH+q/Qh5uVaMvFIOBKTPOYoq3yrHr40/Y+8kOXE49Lq7k2Be4PS7GTJpOalbB0NvyvNdtqNaqHrcTjBYEBGzx+gp8a1NVr1bBLrveOmi1SYRMNgSvCXafVEdfTrhv4OG0JIbjJBZQZiOIiPQmNm63C0EQeOyxx0Yk0VtAb40yGAx8vvMz1q5d638uf0weP/r5D1h6zSKivYYBRqOBH/3sB1x4yfn88Nv/TXFhCSsvv4m77r2db929akhkdDhoczSTYE1BFpXBN47gK40I0fgSQRJlEiwp1HUM3zYwgpMP2ygRja1vfEhjfRMJyfHMvHjakI7hdqs88/BmnA4na0Lu336UrKxsKkr2kjv2HKJsCvHJRqxRspdo+H6ohQEJhqZp1FZVsm/XLvbv2klVWVmv53MKCjht2nROmzqN+KTBhZDWKIWWJoeumxDlE042BIReFY3RtLgN1doWQAxRyzEYUjPyaKytpLq8P9GwROni/0Cw2qK44b/u4KO33uHdV19j346dVJSUsvyWm8jIyQlRqzFMaFoIZANARdVUVE1EEsVeAuORHGdKRioXXn4lJlMaH765zmv3q1JeeJDywoNYo2MpmDSd/AlTMVvD65FXvBWSoVqrSnK3kUK0LRlRlHG7HHS2N2GN7nYRc3RpaJqHqJgQyIaPZODjGd1sQ0ND8E72Ne//9dRraJqGo6sTt8uJrBgwmnztSYGtbINBv197f0YlsXd2hoDGjo8+YOkIJno/8chTAFx/60p+/It7aG5qoaO9A2uUldi4mKCk6twLZvDKe+v56T2/5LVNm/nT/X/l/Xc+5IG//4qsnJNZYdBosTeSYB29cNoITg1EiMaXDDZTHK1djTg8g2WMRnCqIWaUxOA+EfgV18xDVsK/5Tva3Bze28wHb3zA0qXh/pAu4e1332PhNfOxRvdd2QpOMDRNo6KkxFu52El9TbfgXBRF8saN1ysXU6dhi40N6/WYrbLfweakkA1B7KXJ0EbReSoc3cVwFkB7vp0pGXkc2PVhP52GIEB88kAuXxoaKhcsmEfO2DGsf+JJmurrWfOHPzN38ZXMvGhOkKrGCOtvNA1N0HM1Bl8wD2yJO5JOWV0dHsqOHwRg/JSZ5I2fyrEDOyg6soeOtmb2fvouX3y2hYzc8Yw57cyQqxwGk5nY+CTWrQvfWtUWk4TB0J2pI4oS0bHJtDRW0tpU1YtoADgdGu3NXrIxwNj61R36VDXAW8XQfGRDxelwUHRoN8cP7KS5sda/ZWx8MgWTpjNm4pkYjWZCRaC3TRL0G8kWayAl3YKsuKgqr2T5svDazoIleh89fJwPtnyEKIrcuPpa3SEsPjbkML6YWBt//tfvmDPvAn7+o/vZ8dkurpyzgp/99icsXnHFSTOjaOlqJM6SFAnw+5ojQjS+ZBAEgaSodMpbjg++cQSnFEajderI/mN8seMAsiKzYMWcsPevrbBTdKSd9tY26qqrw+7fXr58OWvXrkUQnICPaAQmGKqqUnLsmL8tqqWpW48kyzJjJ53GadOmMWHKGVijemcyhANRFDBbZDo7XPr/FkQEUcajehjxSSrdomBfxsaJ1oYEgu9Vheo4BSPjOgWQlJaNIIp0tDXT3tpElE1vtYlJUJADJID3hIaKikZ2fh63/+heXnrmOQ7u3sObGzdRePgIV914PSaruVe1YLhC8IDj0DQQVP8K+uDob4k7UlWNlsZOKooPA5A7bgpxiSmcPftyps2aR8nRfRw/sIO66jLKiw5RXnRIr3JMnEb+xGkDVjkEQSB/4nTWb9gQnrXqxo1MOecSFKOE26V6J/0QE5fuJxpp2af129fp1Ghr9hAVGzgvJ2B1k/5VDb2KoZONytKjfPzWetweN8uCGFXs+/w9zp9/NRk5Ywd9faBrNHrCYJCQxFbaW2o5drCSoiMlHD6g/x6PVKL3v//5NACXXHbRkKsQgiCwZOUizpo5nXvu+Ak7P9/Nvf/1/9j61gf8/IH/9v8enUiompu2riZizAkn/FwRnLqIEI0vIUyKhWhjHG2O8ErcEYwuerZOqaraq53mRGH9k68AMHvBucQnxoa8n8ejUXS4jfoqvQ/cZw871B9Sh6MLS1RUP4LhdrspPHyIfTt3cmDPbjrauh25DEYj4yefzuRp0xl/+ukYTSPnYGKN7iYaoFcdJJETSjYEUUTzqKMT2ud9SaE6ToW77UBQDEYSkjOory6jpryIqElxyIpATHxovdse1YMgypgtFq5edQvbt33IG+s3cuzAQf5x/+9YcvMNZI/N695hxEQavaFpGipaP4vVAffpQzg8qi/iemhwuzUKDx3A43Fji0skLrGbDMiyQsHEaRRMnEZTQy3H9m/vrnJ8toUvPt9KRu54Ck47k7QgVY68CVPZv/09bl21asAcDX0sblatWoUsyeRPnIrBINHVKdDZ7kEAYuLT4Di0NFV59RT9X7fLpZON6D5kY8AV9wBVDRCoKjvO+689x4JLF/DYYEYVrz7FRQtvGJBsqKqHtpZGmhubaWutpaWxjrqqKqrKa3C7AldARyLRu6mxmRdf0KvQt3zrhrCOFwhZOZk8/dJjPPKXx3jogYd59cU32PHZLh7426+Yef45wz7+YGi2N2AzxY+qpXcEo4sI0fiSIsGaSoeztV8wWASnLnytU6qq0tluJ8pmHWSP4aG1uY03N20BYOF1c0Pez97h5si+Vuzt3T+mBqMRGPoPqcUchUE26UFeTgdH9+9n365dHNq7hy57dxug2WJh4hlnMHnamYyZOBHFMLwAvWCwWBWgd/uhTjYEPKqbE0E2RFFE9Yy2RiOcisbQzhFIZpuamUd9dRnVFUUUTJpOfHJ/AXhwqKiaB0nQJ6NnX3A+2fn5rH38Ceqra/jPXx/mvHmXMPuyub1shE8ENM1LGsKcNOmEQ9MrIww9Y87e4aHYG9KXO/b0oJO3uIRkf5Wj9Nh+ju3f3qfKEUPBxOnkTZyGpUeVw2A0ce68ZWx+7TkWLV7MmgGsVVetWsXmzZuZNW85BqO+CGCyShhMIu0tHmK8CeFtzTVoqgdRlHxKil5wuzRamzzY4vT3d7BrE6iq4ezq4qM314YWNLhpE4sWL+bdN19gyU3fR1aMtLc00txYS3NjjfffWlqb6oNWH81WM3ljsskbl03e2Bxyx2bz55/9g/VhJnqvXbuW2LhY7HY7ccQC8PyT63B0OThtykTOmjk95GMNBFmW+a8f3MZ5c2Zyzx0/oaSolJuWfpPV3/4G3/3RtzEYTpxg26U66HS2YTWe+ApKBKcmIkTjSwpZlIm3JFPfUTX4xhGcEjCZTRiMBpwOJ22t7SecaLzygi7eHjMxj0lTQ2sTqK/povBgG6qn93TAYrWSlJo6pP7tlLR0FMXAns8/Y/+unRzetw+X0+nfJtoWw6Rp05g8bRp548aNeIBeIBiMuhi9O0xQhyAIyKKM+wSQDV8Fa1QqGl6EU6UQBAFRDNyjHi5SMvLZt/19aiqKMFtFLGHmKaia2suONCUjndvu/QFvrN/Izo8+5sM336bk2DEW33gd0XEndkKjaSoa4hBWaPXPkx4IKEKA4MrB0FDTQnVZIaATjcEgywr5E6aSP2FqnypHS9AqR1r2GGZffg3vvrWerKwslixZwooVK3q1IG3cuNH/ef5860vIikJatp6KLUoCtjgJxZCELBtxux20t9XrieEICFr/9jaPW6O10Us2pBAqvX2qGoWHduMOJ2jw0UfJyspi0zMP4uiyo3oCVygUg4GM3HTGTMomZ0wmBePzGD9hLMnpSf7XLyBgVqw0VrTxu5/9Kay2s40bN+LxeJg340pW3ricW++8kafWPAfALbffOOJVgKlnTmHTuy/w6//5HS88tYF/PfQ427Z8zB8f+Q1jxuWP6Ll6ormrPkI0vsYQNO0E1ZkjOOHQNI2y5mM4PV2jPZQIQsSs0y6mrraex195iHGnjTlh5/F4PFxz8WoqS6v53v/dxoJlAyfFqqpGydF2asqDmwxse2sLW199hbKyspB/SLOysklMSaG+phqPp3t1MC4hgdOmTWfy9Olk5eWflDayvqir7qS50RH4SU3DrblHtA3n+Ud/jaOrkyuvvQtbfOKIHTcUaJq+qp6aZcBoDn2SX1nUhcsV3jUIlLbscbt44dHfoHrcrP7hPaRkhu9EIyAii/0nkft27OTlZ5/H0dWFyWzmsmuXMX7Kic8OEIWhkA1vC5bXEEAUQiccmgZvrd/K5++/SkJyBpeuuC3scwO4XC7Kju/n2IEd1FWV+v/et8pRevwAH725jujoaFpbW/3bjR8/njvvvJObb74Zu92utyK9sZnZl1/jJxs+vLPpSWoripg0/TKy8qb2ez196xuSJGCLlUNyPNMvvW7q8MbzDzN/7kU8//zzIV+HFStW8OKLL+J2u5FkhfjEZFIy0kjNTCMpNZXktDRi4uPIHhNNZp6+KGQ1RiP2MHYwyRashmgkUaa1pZU50y7lgtmzQ0r0XnzVYrZu3cq4iWPYvX0vALIi43a5SUiM5/09b53QSsObr77Df3//5zQ1NmM0GfnRz37A9beuPGEtTpmxYzDJoYvwI/jqIFLR+BLDJwyvaCkc7aFEECJssTbqautPuCD80/d2UFlaTXRMFBdePmvAbR1dHo580UpHqyvg806nSnO9i5TUqUjyZlatWjVgjgboP6S33normqZSU6nbMaemZzD1zJmcPv1MkjPS8WjugH3bJwvWKCU40RAEZBTcuEaMbIjeth5NU4P2rJ846OcKp3UKvILwMIlGIMtSSVZISs2ipqKI8uLCIRENnzC8b1LF5DOnk56TzbrH/01lSSkbH3uK6efP5KJFC1FO4ERN1fSwvvAnZr70OS/h0AS9FWsQwuHsUik6ok9Ic8cNXs0IBkXpXeU4fmA7hYd7VznSssZQV13KpZddxqYXX6S1tZW2tjaio6OJj+/ut4+JieluRXprPVfccLe/jQogITmd2ooiOtqqgKm9r4IAgib47wIBUD3Q2uwmOlYa3IrZW9VwdtlpbqwbctDgjd++m7yxOYhBbNY8bu+9I8p+kmGQTEQZbMhS9+erV6L3VYt59F+DJHpvfpN/PvNXzp9zLh9/8Cl/+c3f2fn5bgBamlv546/+wje/fQsJSSdGSD1/4SWccebp/Oiun7Jt60f8/Ee/ZuvbH/Cbv/yCxOSRP2ezvZ7U6KwRP24Epz4inmNfcpgVK1HG2NEeRgQhIjY2BoDWE0w0fJa2C5bNwWQ2Bt2uqd7B3s+aApIMl0ujrtpBVbGDrnYwmixcvPAGNm/ezOLFi6mqCty2V1VVxaJFi9i8eTMJSclcuexa/ufXf+J/fv1nrlx2Dbl5Y7EYrFiNNkyyxW8VebJhssgBE3/9EEAWlBFb4RN6tE7pPv4nXxwZrsB7JCUPadm6YLvkyLEhH8OjegLSs/jERG793t3MuPhCAHZu+4Qn//Q36qtrA2w9clA1lXCbAgSBPhoPnXCoqjogp60pq6O+ugxBEMgZMzIVm7iEZM664HKW3HwP516yhKS0bDRNo7L0KKq3FUlRFBISEsjNzSUhIaHf/eBrRXJ73BQd3tPruYTkDABaGqu8LmN9phyCl3Z5uZcggOaB1iaP7mA1AHxhfS6X3oY5VKOK+KSYoCQD8LeRKpIBWTQQa0ok1pzQi2T4cMHF5/HPpx/ig/ffJzs7m5UrV/LCCy/w1ltv8cILL7By5Uqys7P54P33/YnegiAwa/ZM7v3pd/VLIgi43W7W/P1JLjrrMn778z/SUN/Y71wjgZTUZNY8/3f++1f3YTAaeO/tD1h44VLe2bx1xM/V7mjB7Qm8mBXBVxuRisZXAIleYfho+vNHEBpssbrw8kRWNMqKKvjkve0IgsDCawKLwFVVo7ywg8qSzn7PeTwaTfVO2ls8iOi2rKIoEJ9oomDC2aSkW3j+0X+SlZ3Fkqt692+vXbuWjRs3IskyN67+L2acd2HQcYoIGCQDBsmAqqm4VCcuj9PfVnKi4bO57Wgf4MdPAAkFD66wJ5T9z6dPslRV9aaGiyfVzEEU9WT2cDBSzlMA46aMY/fH71Jy7LhOtobULtctDO8LSZa4ZPFCcsYW8MrTz1NXVc2///gQc5cuYsqMs05YS8iQKhuCAJpe1eiG5v08CN7j9d7lwO7dgJ5LEm4Y32DoWeVorK9h68v/5sorFoaXmbNkCW+9s5Vxp5/jvxbxyekAtDTWomlubHEy9k4Be3uPz70/Y8F733svi+5GRX9y0hPa8IMGjcaB3ezcHg1RkIm3pGBWLIMe94KLz2PrrjfY+PzLPPP4C7zwwgv+5wIlevvgs7Rdfv0SFiy8hAd/9zB7d+3j0b8+wTOPPc+Nq69j1X/dHHKWRqgQRZGbb7uecy84hx/c8WMO7T/C7Td8h2tuXsGPf/4DLNbBX3No0GjuaiDRGtpnKoKvDiIVja8AZFEh3pw82sOIIAScjCyNDU/plrZnz55GWlb/FhWnw8PBXS39SIZH1Wisc1B2vJOOFk0X34oQG28kOz+KtrZKNm9czyvPP4vdbsfj9vDiiy+ycuVK5s+fz8qVK3l/24csueYmfv2nRwYkGX0hCiJGyYTVYMOiRKOIhoDuRSMNa1QIrTUCSIISVppwIPhap3xONvoi7sn5CtbQwm6bgqFlaQSab1usEvnjc1AMCp3tHdRV1/TfKESoWuCkDA0NBIH8SeO59d67yRk3BpfTxevPrefl/zyHo+vEadnCrWzoRDPItdV0wuHRuiscHrfGsQPetqkQRODDgcUahb2zY0iZOc2NdTgd3TovS5QNkyUKTdNoqq8GQcBslYiJV7ytUYK/kazfdESDtiYPbpfWY5v+MJosxMYns27durDGu27dOpJSUzEPOJEWkDSFBGtoJMMHW4yNm2+7njc+epHPDr/Plh2v89nh93njoxe5+bbr+5GM8tIK3nz1HQC+cdv1XDj3AtZtfppHnn6I06ZMpLPTziMPruGi6Zfyx18/RHNTS1ivNRSMmziWdW88za133ATAc/9ey5K517Bvz4ERO0drV2PEKfNriEhF4yuCWHMirY4mXJ4gPecRnBKwneB0cHtnF6+tfQuARdfP6/d8S5OTY/tae7ktqar+95ZGJ2gSIjIIYLGKtLdV8PGW3ezfvYvW5mb/PkaTkclTpjJpylkUjJ2AKIoYzWas1qhhrRwLgCxKyKIFFXB7nLhUp9dyduRhiQrxK1AACRkP7iFXDoUArlOCd2X7ZOg1hkIaRqKiIQgQl2xAkgWy8vMoPHSEkqPHSU7v378eGjQ8qrufMFzT9AmpiEBUjI1rbr+VT955j/dff4sDO/dQWVLG4puvJS37xPSJ65UNKXTr2oBVjR7QNFQ8CIiUHa+gpbEWUZTIKpg4UkMOCPcwW5FcTidGkz4pFwSBhOR0KoqP0FBbQVKafu0lRSAmXqarU/NXN3xkQ78Xuq9JW5Ob6FgZxdhXndONoQQNbty4kblXLQryfaWHisqijICMRRmaQ2Coid5PrXkWVVU5b865jJs41r/vxfMv5KJ5s3l381b+8tuHObjvEA//6V/859Fn+ca3rueW22/0/6aMBIwmIz/+xT3MvuR87vv2f1N4rJgVl97A3ffdyTfvugVpgBazUKBqHlq7mog1n1wzjAhGF5GKxlcEgiCQZB3qD3cEJwvdFY22QbYMHZqm0dzYQlV5DS8+/SrtbR2k56Qy/bwpvbapKO7g4K4WP8lQNWhpclFW2E5zvQtRU9A8KtWVR9j1yYs8/uDPeOKhP/Hx1i20NjdjMpmZdeGFPLjm96zf/CK33nkPM8+fQ1JKKglJyURFRY9oe4oIGCQDViWKKIMNo2zSXXpGEIpBwmAI8cdTAEmQh1zZ8I29Z46G3p9+cr6Gh1bRCG/7QFWomHgFxaD/PWes7kpUPAydBnQLw3v9zbf87234F0SRc+ddxPV3fQtbXCzNDY38588P8+mW90+YxbCqeUL2DvC1zw0GTVPZt2MnAOm54zAYT6xzjzzMVqS+2Te+9qnG2spefxdF3eY4JlFG6pEQL3jpYk+0NbtxdWl6U5kgIghir2rg+CnTkGWFVatW4XYPvCjhdrtZvXo1sqJwxjln93teEhUMsknXYAgCqFJAPcZIob29gxee2gjAN27rH9AnCAKXXHoRL77zHH974k9MOG0c7W3t/PX3jzBn+mU89Pt/0NY6cr8nAOddOJOX31vHgivm4na7+cOvHuTGJaupKKscfOdB0GxvGHYbagRfLkQqGl8hWAzRWA02Opytg28cwajAX9EYgdapttZ2Xl//Ni8+/Rolx8v8f5dlmdwxmf5QQJdT5diBVloa9JVKDWhvcdNU78Dj1vC4VSpLjlBatI+yooO9WkwsUVFMmXY2086cwYTJU7jwkrFIksiH7xcPe/zhwNdaZZRMuFUPLo8Tt+ockUqANVrB2RBiOX8YlQ1/jkaf/fQJp3TCWwqGshg53IqGrAjYeiSA547TiUbpsUJUVR2WrbEvMdxXE/B9FnxtSap3MpOZl8Ot997N68+v5/CefWzZ9BolR46z8LoVWKOjhnz+YNBzMkKrbPgsWgdiJ6rHw7H9ettUztjJ+iRtCBkcoaJnK1K4mTmx8Un9iJBPEN5YW+H/W09yLcsiMfEi9g5PgOoG/v/d3uLBCpjMep6KJIPVZsAaLWMwRbHklhtY+8/HWLx4MY8OEDS4evVqNm/ezLW334bZ0t0OJQoSsmTot1giceJIBsCGZzfR1tpG/phcZl9yXtDtRFFk/sJLmHvZRWx+5W0eeuBhjh46zoO//Tv/fuQpbr3jJm667XqiokYmnykuPpaHHvsDG557iV/++H4+/3gHV85Zwc9+9xMWLVs45OO6VScdzlaijDEjMs4ITn1EiMZXDInWNDqdbaNqGxpBcIyURuPT93bw07vup8vuYOmypTxw/x/6CbJvnvsdvvvLO7FG5eLs0n/AO9rdNNY5aW/poLLkMCXHD1BRchhPj8AqW2wsp08/i+lnzWLs+En+cnn+2ASsUUZ2b6/A4x494wG9tcqMihmPx4VTdeBRPQw1YM8SJdPUEMYOXrKh4gmLHAhi/4pGj0OeMMtb3xEHtQsNgFDyDAZCfLKBnlwiNTMdo8lEl91OTXkladmZwzh6tzC8b7tN37Ykk8XMVd+4nt0ffcY7L75M4cHDPP7AX7jihpV+8jOSCIdsiIioBP8clRwtpaOtBVkxkJ4zVn+tmtfb9QQQDkEQKJgUfivSho0bOWPm3H4TdV9Fo62lEWeXHaPJ2m/MggCWKAmDUaSj1YPHrXUTyB4krKPVg8kikZJuxGTtLcAfe9okVn5rNRsef5Ls7GyWLFnC8uXL+wUNyorCtbffxpiJE7znllCkwBosPWDwxE2TVFX1i8Bvuu36kIi3KIpctmg+C66Yy+ub3uSh3/+D40cK+dP9f+Xxf/yHVXfezI2rr8MaNXwRtyAILLt2MWfNnM49d/6Y3dv38oPbf8yWN9/n57/7f0Nu22qy10eIxtcIEaLxFYMiGYizJNPYOXSxZQQnDrYRIBqfvreDH67+X+YvWMCaR9f0mwisWLGC6upqVq1axW9+8Ceu/dY3ycgZR3lxPccP7qe08ABV5cd7tY/EJyYxefp0pp45g4Ixk5D7LH+bLQp5BfHUVrdRW3NirXlDhQiIkoIiKV7XKhcujyNs1yqz1+ZWVcOY5Asg4hV3h0g2uolG4O0FQfRWO0aYbHgPN5TA9fCrIN0TP7NV6pcALkoS2WPyObrvACVHjw2TaHQnhve9Zn2rGqBPmqadN4OMvBw2/fsZGmpqee7hNZw7dw4XXDp3QIvTIY0ND6I2ONkYrKqxb/suALLyJyLL3avrJ5Jw5E+Yyr7Pt3LrqlW8FEJmzqpVq5ElmfzxZ9BN73QYTRaibHG0tzbRWFdNenZBv2PoIY8iBgMYEmTsHR46O9wImoYgCEiKgMEkYDCJoIHToWLu89lSVZWxkyZx989/yp7PPmfrBx+wdu1a//NJqanMvWoRU2ecg8lsRhBEZFHxmzQEgiIa/Pa2JwJb3nqf0uIybDHRLLn6yrD2FUWRhUsu5dJF83j1xTf42+8fofBYMX/41YM89o//sPq/buaGW68ZEdeonLwsnn35CR7+07/42x/+ySsbXmfnZ7v53V9/xYzzzgr7eA53J3ZXB+Yhal8i+HIhQjS+gog1J9La1YRbdY72UCLog5hhisHbWtv56V33M3/BggHTZ1NTU9m0aROLFy/m+UcfIyY+hfrqcnpOAZLT0pk8fTqTp51Jdk4+Rtkc1Aln4uQUNA0O7j+xuQRDhd5aZcQoGfGoHpxhtFYJgoDFKtPeFqbHu6C3W6CGRjZ8/fjB9AEn2vJ2KG1QQxGQgz55jk82BHwuZ2wBR/cdoPjocWZeMmdIx++GLgwPOM0OIrZOTk/lGz/4Nm9vfIU9H3/Gx29tofRYIYtuvIaY+PAE0IMMDVVQEbX+VrV9Eayq4fF4OL5/P6C3TQU+jY9wDH6eUGEwmpk1fwWbX32GRYsXs2aAVqRV3lakOQuv84vA9Uuu+e+/+OR0nWjUVviJRneCfJ93z1vdsERJOJ0qkiggyXqwn+ol4k31LlQV4pJ6tjWpqKiYLRZmzrmQGRfOxtXlwuVwIRsVjGajPjBBT5iXBHnQKBtFMuB2nzii8cQ//gPAypuWD5kQSJLEomULWXjVpbyy4XUeeuAflBSV8sAv/sxjDz/JN799C9d942rMluFpe2RZ5q577+D8i2bxgzt+TFlxOTcuWcVtd93Kd+67M+wU82Z7fYRofE0QEYN/BSEKYkQYfopiuK1Tr69/my67gzWPrhlwlRH0H4ZHH30U1eOhvroM0EhOy+bihVfx/V/8ku//7BcsXLKSsQWnYVYsQUlGSlo0iUlWjh2ux9F1YtyfRhKSKGFWzFiNMZhlK7KoMNiMwhKKzW0QiKI04KqofzvJZ28bvOISYNo1YhiSGFwUhjR5jYnrFoD3ha9Vqex4ER7P8EmVLgzvf5yBLGQVg4HLVi5l8U3XYjQZqSgq4bEH/sLhPfuGPZ7eg/PK1geZq+rB4P1/josOHaXL3oHRbCElM3/gU6F6bXaHM+BupGeP4cKF1/HuO++SlZ3N1Vdf3St87uqrryYrO5t333mXOQuvIy27uwVNfz0CAiICAonJeuWqobYSAQFRkHRRd59PuygKRMcqpGdbyJ8QzbjTY0hINfkrNr59AFoaXTTWOnu9XlXttggQBAGD2Uh8YiI2WywmxUKUMUZP9BaVQUmGJEhIogSahscz8q2iB/cd5pNtnyNJEjeuunbYx5MkicUrruCNj17ktw/9kqzcTBrqGvnN//6Bi8+6nMf/8R+67MO3eJ521hm8tGUty669Ck3TeOTBNVx92Q0cP1oU1nE6nG0Rl8yvCSIVja8orEYblq5oOl0j60YRwfDga51qb23X7TjDmMVpmsaLT7/GsmVLwwrSWrJkCW9sfoub/usHZOamIgoiimTEIBmDe/l7Icki4ycm0dxkp7Q4PBea0Uag1iq3x4knQMUgpDyNgc4lSCAKqAPY8Ar+isbAk2tBEEFTR1CvoR9nKEQD9KqGJ8RVXUEAWRawJQS/nslpenaBvaOTqtIyMvNyhzQuH3wr3YFC7vSqRvB9J04/g7TsTDY9+RxVpWVsfPwppp03k4sXL0QJc4U2+AC1kCobukanN/Z9thuA7DGnhSyc17zERhiBCkd69hgW3fhdCg/t4a133uvVihQbn8zUmfPInzAVQ5DQO0EAAYmU1BxAF4SL3sl7T1iiZKJsMtYouVeopChAfKIBa5REbZUDl8OjB/x574/WJjeqCgkpBu9r1asakn8NVcOtubHIURgkk//7ToUe+q7A96widVfk3G4VSRrZdVmfNuPSK+eRljFyIXayLLP0msVcuexyXnzhFf7+x0coL63k1//zAI/+9Qm+dfcqVt64DKPJOORzREVZ+c2Dv2DOvAv4nx/8gv17D3LVJSv58S/u4dqbV4T4u6bRbG8gKSp9yOOI4MuBSEXjK4zEqDQGXbaJ4KTC1zrl8ah0tvdP5R4ILU2tlBwvY9my8IK0VqxYQXtbCwlJNoyyGavBhkk2DUoyAMaMS8RglDm478ut+fG1VlkN0ViVaAyisZc9pqyIGI3D69EXBRFRDL52408GH0RDciIsbwVgqAZP4UoX+grA+41FFMkZo7fPlBw9PrRB9YSuGCYQowjFQjY2MYEb7r6dGRfrAZO7PvyEJ//0N+qrR7BNUNP8BCAY+lY1XE4nxw/qYWlDCenTz6cNu8JhMJqZcMZMLr/mTpavuo/FN36X5avu4/Jr7mTCGTODkwwEJEHGIBlJTM1GEAQ6O1pxdnQiijJGk0JCspGcMVZSM81E2ZSgyfVGk0RGroXYBN0VShRE//va3uKmvsrhf509qxqSKCMLSi+SAfrER5GUoNbZAgJyD6Ix0uYX9bUNvLT+VQBu/tb1I3psHxRFYcX1S9j88cv83x9/SnpmGrU1dfzyJ7/hknMW8vRjz+FwDK+9+tIr5/Hye+uYdeFMuuxd/O+9/8e3briLhrrQ3DVau5q8Rh4RfJURIRpfYRgkI3GRYJxTCiazCYNR/wFrDbN9yt6pl72HGqQlqXLIBAMgOsZEVk4sJUVNtLV+dUrckihhUsxEGW2YZSuKt7VqOO1TPnSTjf7X2NdeFUqGg8/ydqQgygw54yQcnYbZKmGJHnzcOWN1ojHcPA0d+rQyaNtQCK9bkiQuWnQZV3/rVixRUdRVVfPvPz7Enk8+HzHPf81LNgZCz0aiY/sP4XI6sUbHkpAyNNG8rpLwEo4hHaHH2ATBL+w2miwBP096W5SI6G078rUoKYqB2PgUAOz2GnILYskfG09Ssg2D0RjSeyQKEJ9kJD3bjGKU/C1YINDR5qGuwkc29GusZ2EYQACnO3jLkM86O8pgw6JEo4hGZMlAz3hA9wi3Tj377xdwOV1MPWsK0846Y0SP3RcGg8LKG5fz1qev8PMH/pvU9BRqqmr52X2/Zt6MK3j232txOsPUp/VAaloKj7/wD37yy3tRDApb3nyfhRcuY+tbHwy6r4ZKa1fjkM8dwZcDEaLxFUecJRlJPLE+4BGEB78gPMzQPrNFXzkcapCW2Rye2HDiack4utwcPxqO9+uXBwL6qqZZsRJlsBEfGz0ik3tREPXe7j5kYyB722DjGwm9hgbDavsIVUQuCEJQAXhf+HQa5UXFuF3D0/30nECrASbyoQbjAeRPHMetP7yb3HFjcDldvP7cel7+z3O9smWGNVZN6+WE1W+sQvdY932uu03ljJ087CBMDQ1NGxnC0R9CAN2FgCToJEMUBaJjDOQU5AHQ0lyJ0aTfZz7nJ6Nk8mZYDP4+mcz9qxsCAp0dHmrKnQgo/QL9XKozJDc62avvSo3OJNoYhyLp7UUjWdFwOJw8/fjzQOCAvhMFg0Hhum9czdufvcrPfvsTUlKTqaqo5qf3/JL5M6/k+f+sw+UaGuEQRZFbbr+RDW8+y7iJY2ioa+Sb1/0XP/vhr7B32gfct7krEuD3VUeEaHzFERGGn3oYqsVtTJyNnIIs1q1fF9Z+69atIzU9A6s19HCyzJxYYuPMHNhXg3oChJCnGkRBICbaitmghwLKojysSb4giEh9Khu+SVSoRKN7n+GSDW1I1rY+hFrRiImTgwrA+yIhJRmrLRq3y01FccnQBwe9tSzBWoXCmKhH2aJZefutXHjFpQiiyIGde3j8gQepKi0bfOcQoGlqQLKhaRqd7R00NzbRVNdA4cHDAOSOC79tKui5R5Bw+MiF5G1j6pntLYsyZqtMSrqF3LExpGZYyR2ji9nLi4sDHExAEmUMsgmDbNLvnQHes57VDYNR0sP2RBmnXaOmzI7H48GjdRNYDQ3HAFWNntDbvUyYFAux5kTiLalEyQnIYmgkejC8suF1GuoaSU1PYf4Vl4zIMcOB0Wjg+luv4Z3PX+W/f3UfScmJVJRV8t/f/wXzz13E2qc3DplwTDhtHBvefJabb9PbwZ5+/HmumnsN+/ceDLqPR3XR7mgZ0vki+HIgQjS+BogyxkRs5E4h+Coa4bZOCYLAhZeez/p166murg5pn6qqKjZu3Mj5F80PeVXUYJQZOy6RqspWGuo6whrjlxmCIBAVZdDF8qIBo2zGIBmRhP7ViVCPJ/cgG/5k8HCIBqGvxg+EoQrBITSNhixDTELoEzFBEMgdO3ydhu6i2nvKHKiFKtzrKIgi586dww13fQtbXCzNDY38588P8+m774f1/gUdt3eyD9DVaeezrR/wr/v/wJ9+8jP+/vP7eeRXDyBJImZLNGbr0ELRBjy/n3CEt1935ULqQy50KIpIYoqV3LExZOZGY4s1+itimbl6RaOipHjAFWxBEJElQ0hVDpNZISc/hsTkKCRRQRJlHHaV6lI7DqezV7nLpbrwhPDemfr8VkqiRJQSS278eDJi8ok2xg1ZQ6VpGk888hQAN66+FkUZvW4Do8nIzbddz7vbX+Mnv7yXxKQEyksq+Ml3/5dLZ13Fhuc24XaHX200moz896/u47EX/kFyShKFR4tYcen1/POhx4K6zDXb64f7ciI4hREhGl8TJFnTiQjDTw3ExA2torH706O8+PRraJrGrbfeOuiPgNvtZvXq1SgGAzNmXRjyecZNTALg8IG6sMb3VUBUdLcTi4BucWmQjBhlE4poCL+1qgfZ6BaDhyd+HIkWqqFkaPgQSkUjLsmAGETIGww5Y/X2qeKjw9BpBJyvBhaGD8WCKSMvh1vvvZvxZ0xGVVW2vPQaa//5BB1tww+tVDWV4wcO8bef38+Wl17jotkX9rKPXbJkCU5HJ6889ReqSkdCy9IfoVji9tRd+MhFX0taW6xCeo6F3HFxJCVbUQz975OUjAxkWcbe2UlDXQjfLX2qHKLYM/dCQBIVjLIRRVZISrGQmRuNyajolQ2HSmVpJ85eK/MaTs/AbTwgYFL6t5i63Po9a1aspERnkhc/keSozLAX8D77aDuH9h/GbDGx8sbwTD1OFExmE7fcfiPvbn+NH/38B8QnxlFaXMZ9d/0Pl523hE1rXxmSDfUFF83i5ffWMW/hJbhcbh74xZ+5edltVJZX9dvW4bHT6Tw1gmAjGHlEiMbXBAbZRKw5YbSHEQHhZ2moqsYbGz/lnlU/orW5hSibjTfffJPFixdTVdX/Sxv0SsbixYvZvHkzq+78PhZraD+IcQkW0jNsHDlUh9Nx6mdmjDSsUYFX5UVvO4geCmhCFpXQJ/9esiGEIQbvfwhxSGTD774zrIrGwPuaLWJIAvC+8FU0KopLcTmH6n4TeIY8ElUNH0wWM1d943oWrFiCrMgUHjrCYw/8ZdhC9sKDR1j7rye4+KKLKCsr4/nnn2fFihXMnTuXFStW8MILL1BeXs7Fl1zM+689d8LIBgQiHIF0F90QBN2SNjndRM4YK4mpJqxWk5dUB4Ysy6RlZQFQXhxe5oIgiCiSAYNkxqhYMSkWZEnpRR7NFpns/GhiE01IgoLbqVFa1ILL2X2/6VWN4JNmQx/3KR/cfTQaoiBiM8WREZNPTtx44i0pIbVWPe4N6Fu6crH/d+BUgdliZtWdN7Nl++vc+9PvEhcfS3FhCffc+RMuP38JL294LWzCEZ8Qx98e/yO//tPPsFjMfPrh51xx4XJe2fh6v20jVY2vLiJE42uEOHOynoYawagi2hYNQFV5Dc2NLQO2ETi63Dz1yBvcf9+vsHd0kju2gMc2/ZUH//073n//fbKDBGllZ2ezZetW7vjej5k4OTRXE0EUmDQ5mabGTirKvp49s4oiYTIPfI/orVVKr9aqQUmAIOgTI8LTaPh3Z4iWt96P1nCIxkBZhAIQlzy09o/YxARscbGoHg9lhcVDOsZAnT+BhOFDDZYQBIFp583g5u9/m8TUZDpa23ju4TW89+pm1CGs9nZ12nnpyWdZsGABmzZtCpqLk5qaykubNrHg0gV8/NZ6nI6REaUHhwZ028f2vVpGk0RCspHsgt6WtILgdZgaBJk5uUAQncYgUESFKEMMNmMMUcYYLEqU3zHOB0EU9OpGXjQmoxGPG8qKW/T8DS+6vFUNTdNob2uloa6W9rZWNE3DHKCaAeB2B3+PFclAvCWZnLhx3a1VAaZWJYWlvLv5PQBuuu26sF//yYLFauG2u27l3R2v84P/9x1i42IoPFbM97/1IxbOXsZrL24OU2cmsOKGpby0ZS1nnHk6ba1tfO+2+7jnzp/Q1tptiNLpasPp/uq4G0bQDUGLyP2/VmjtaqK2vXy0h/G1RGtLKxuee4l//PlRGuq7Lf1yCrK46vrLuWzZXKJt3YLtxgY7//7bi2z491OoqsqZs6bz0BO/JSEmCVEU+XDrYV558TW2bXmT6soK/36p6Rmcf9F8Zp53IWZL6KX9vDEJ5I+J55NtJXS0D89f/cuM2pp26mvD06aoaKiqB4/mCdoa9cl7L3Fg9zZOP+tCps2cN6Sx6eF0oU9sNU1frU7NNvidfsKFy6lSWRx4AhATLxObqE8wpRDS0fvi5aeeY+9nO5g172IuuvKysPf3aGo/jUZPiILUj1vozk9D11m4nE7e3vgKez7+DNDbqxbdeA0x8aHbTn/+3jbee/kNysrKQgrfrKqqIis7mzNmzmX8lBlDHnswCIgg9G6JEhB0vYQsEGVTiI6RMQTImhEEEYMUmkXtzo8/Yu0Tj5NTMIbbf3hfSGOTBBmjbEYO8vnSwziduDy9naU0VaO+1k5zgwNZEcnIjsJgkrB3dvLFZzv4+L13en1vpqVnsmDBMi6cczlWa3Svc4wfl86U03NCGq8+Jg/tjlZau5rocuvfJb/48W/4z6PPcOHcC3j02b+FfKzRRltbO0/+8xkee/jftHqdEsdNHMO377mdBVfMDTlIEsDlcvH3P/6Tv//xX6iqSkZWOg/87Vecfe6ZANhM8SRHZZyQ1xHB6CFCNL6GKG8u9H/5RXBy8MG7H3L36nux27tYunQpy5cvJy4ujqamJtatX8eG9RswmY384qEfc87s6RQdb+TJv63lrRc3AbBw2aX89i+/xGjUNQT2ThcfbCkE9IlTR0c7Drsdo9mM1RoVth2m2aIwa3YuxYVNHD/y9S5hd3a6KD4+dG93FQ2P6sajuXtVqz774BX27Xyf06dfyPTz5g/Z0lENIzXcRzQy8kzIytBW8z0ejfLj/VfSJRkyck3ekDUBaQiJgHs/3c7LTz9Pek42t/zgrrD21QB10LAvr/1pj5ce2n6D4+Cuvbzx/HocXQ6MZhOXX7Oc8WdMHnQ/TdNY89s/c/HsC3n++edDPt/VV1/NW+9s5dKVdwzb7ha8uh8hcC1Ob42SiIpRsFhlJFEOUrMTMcjGkMdTW13Fn/73pyiKgf/9y4NIAzgN6PkWZhQptIqZBrhVFy6PE7farc2wd7hoqHbhcrvp7Chm/X/W4HI6+38Pr1vHhg0bMBhMfPf7v2Dq1Jn+YxTkpzB9Wn5I4+gLl8dBeU0Jk8dNo7OjkyfW/ZPzLpw5+I6nGNpa23jikad4/B9P+SsRE04bx1333sG8yy8O6zO587Pd/ODOH1NeUoEoinzrO7dy1w/vwKAYyI2f4HXsi+Crgkjr1NcQSZHE8JOKD979kNuuv4sLZs8O2Iv9/HPPU1ZWxuzZF/LD1f/L0//azMP3r/GTjNXf/gZ/evi3fpIBUFrSnaWhuyVFk5CUTFRU9JAmIRNPS6HL7qLw2FczMyMcmM0ykjz0r0YRQW+tknytVbJ/dRh0oiAJypCda4ZieTsse9sgw4xPMnQnOQ/x68QX3FdVVo7DHmZbUEhcq78wfKSS1ydOm8It995NWnYWDnsXGx9/is1rX8Q1SPiZvaOT+uoali8PTwy8fPlymhvrcDoGEzQHh+9zqJOv/iTDZBFJTDWQNcZMUroRs1VEQ8WtulFR+11JRTaE9X2TmJyC0WTG5XJSW1kZcBsREZNswWqwhUwy9NHo7VUWby6OLw3cbFXIyLPS2ljOM4/+nYvmzAn8Pfy8/j08Z85sfnv/D9m9+xP/sftqNMKBIhnZ+NwrdHZ0MnHSRBbMuzRga9WpjmhbNHfdewdbd77Ot+/5FtYoK4f2H+G/vvE9rrpkJe+8sSXkxZPp50zlpS1rWbJyEaqq8vCfH2Xl5TdReLyIlkiA31cOX75PewTDhlE2E2OKH+1hfC3Q2tLK3avvZf6C+Wx6ceBe7E0vbmL+/AU8+vu/89G7WwD48S/u4b7//X6vH3O3Wx1RDUVyajSJyVYO7KtFUyMFTkEQgorCwzoOPtcqAwbZhCLrx9RUFQS9JWQoE97wRM0aojj0VHDQ9+278GzqIwAfqitWTHwccUmJaKpKaWFPgbAQ5CH2ePR8Suj3ELwPr+oAEcn/8F37QA8xjEd8YiI3ffdOZl4yB4BdH37Ck3/6G4019T1sYHs/3E7dZCEuLvRWq57bhyuc98q6g5ILRRGITVTIzDeRmmUiKkYO4CCm4lHdXsKhf0fIkiFscb0oimTkZANQXlLcb5xG2YTFaMMgGYa1FCYKIibZhNUQg1m24HI62PTCI1wagiZm06ZNLFgwnz//8ad0dOgr9wNpNAaD2+3mwQcfBOD73/s+qbYs8hImkByViUn+8tnO22Js3H3ff7F15xvc8b1vYrVaOPDFIW6/8W6WzruWLW++HxLhiI6O4nd//T8efPT3xMTa+GL3fhZffDX/+MfDAwr2I/jyIUI0vqaItyQjRoThJxwbnnsJu72LNY+uQZYHvt6yLPPoo4+iqiqiKPL7h+/n1jtu6rddZXkLbtfIhOhJssiESUlUlLXQ1NA5Isf8KiA6emTCuXwQEfztAAKC7lolCqGRjSCTaNGf79H96Pt/IOjVmR4T7/6PwBPunpNuSepOfBYFgYQUY68JtyRISIKiP8TgD1lUkEVDr0fe2LEAlB4tRBEN3ocS5CH7H3pYnO8h9nt0j0+fskqi5H/IooQsyIiC0O8R/DoFfsiyzCWLF3LNHauxRkdRV1XNY7//C3s++QzQ+r19RpNemWxqagrwZgeHb3vFEMpnUycXgo9c9Jm1iyJEx8qkZRvJyDcTm6AgK6FMB1Q8qgsVbcjksr8gXMAgGrEabBgl04hOSgR0sfYXn36Oy+lkzZrQv4edzi7e26q7I7lcQ5/4btq0iZKSEhITE7n+ej3IThQkbKY4MmPzyYkbR5w5OSQx/amE2LgYvv+Tu3h3x+t86zursFjM7NtzgNuu/zbLL72e99/ZFhLhuGzxfF5+bx3nXnAO9s4u/t8PfsbixYuoC8UCOYIvBSJE42sKSZRJsKaM9jC+0tA0jWefWMuyZctCEnwCpKWlsWTJElLTUli07PKAxywtbh6xMY4Zl4goCRw++GX4Uu8xoRZEBEHyP0RBRhT0XnLJN5mVfA8jivdhkEwYZDMG2YxRNmOULRhlCybZikmxYlaiMCtRJMYnoHj9+/VHz316PvT9dctN7zEMvkdUr4dRMQMgIRFjSiDenEKsJYkYU7xX7Np7Au4fv3+C3vuhiAZkUQ4yue6eZCuyFOS57m2CPXyTaUkW/f9ti1cwGqVek219td67H8Ef3fSn+5E3bhxA2Hax4WRb6/atvbcXhyBeHwgFE8ez+r7vkTd+LG6Xi1efXcuL/36GLnvvViez1UJSagrr1q0L6/jr1q0jITmZ+OSooO1s3a1ROrnob0krkZRuIKvATEKKAaM5/GugV4UEXJ4unG4HWpjC+qw8PbivrLgIRTQQZYjGpJj9hHCkoWka27a+xdKlS8P+Hn7rrY1omjasisaf//xnAG6//XbMZnO/5xXJSII1hZy48aTb8og2xn6pWqviE+K453/u5t0dr7P629/AbDGxd+c+Vl1zJ1dffiMfbPloUMKRlp7KE+v+yY9+/gMUg8Krr7zGlClTeOONN07Sq4jgRCKypP01hs0YR2tXIw730Ht+IwiOpsZmCo8V8Ztf/zas/VasWMG6detobmohLj6213MNdZ10dvhaJ/Qf5u62GKHX/9f/3H8b33/ZbGbGj83miz3lSJqhlwWq3mLRs/++5/pl93O9zkGPc/TcJ9A2QveEkwD79Tz2cMPqhop4WycdHSNnt+i3t9VUf8uJzyrXpFjpcLbhcNtDd5USQELGjWtA56Uw2tyDH8ObpSHJArHxAVbUh/EW5Y7Tg/uqKyro7OgIKfNFf7XhTXA9mgdBkOl5t4hIqIxcm0aUzca1d6zm43feY+urb3Bg524qS0pZ8o0bSM/RMyQEQWDqrBls2LCB6urqkF2nNm7cyJwrLyMx1YimaXR1qnS2q9jbVbzdeAFhMIlE2SSs0fKwbI7B24LWg6Bpmgen24MoynqVLgSykJmbC0BNRQWSJg0p2yQcdLS3UV1ZMSRNzNq1a2lvb8VmC2x7Oxi2b9/Otm3bUBSFO++8c8BtBUHAYojCYogi0eqh3dlCW1fzl8a4JSExnvv+9/usuuNm/vXXx3n68efZvX0vt159O2eeM43v3HcH514wI+hnRBRFVt15M7Nmz+T7t/+IY4ePc9lll/Htb3+b3/3udwFJWgRfDnx5aHMEIw5BELyJ4RGcCHR26K1IQ+3FjpNSyY2fSF78RPLiJ5GfcBqOhmiSojK8j3SSotJJtKZ5H6kkWlNJsKaSYE0h3pJCvCWZeEsyceYk7yORWO9j7vkzkB2xtNdL2Ezx2Exx/ke0MZYor199lCGGKIMNq/8R7f9B1CsAVszeEC394Vvt91YDJBMGyYhBMqJIBv3hXZXXW2p8lQhfH7vPw39oIXUjhZghTi6CQfAuQwcK7BMQiDLYiDLYvNWN0CZtCAyaVj6cVPC+x4hLMgTM1RjO+xRts5GUmgqaRsmx0Koa4VQzuqH2I3HhWHOGCkEUmTXvIm66+w5i4uNobmjk33/6K5+8s9X/3k855yxkRWHVqlW43QMHY7rdblavXo2sKEw55yxAbwOzRhlITjORPcZCSoYRq032VzokWSAmXiY910R6jglbnDJskgFiUPcpVXXjdHfh9rgGXL2WBIm05CyibTGoqkp5afEwxzQ4HF26ycBQv4c3bvgPe/fuwDmEUElfNeOaa64hLS0t5P0kUSLGFP+lbK1KTE7gx7+4hy3bX+cb37oBg9HAjs92cfOy27h+8a18+uH2AfefOHk8G996lltuuxmAv/71r5x11lns3r37JIw+ghOBCNH4msOkWLAZI8LwEwGLVZ+oDrUXOy42Xm+N8U7C29sd1Na2jsjY8vNSiLFZ2LU7vITerxOGuooZDL6V4IHSdY2yGZNs1qsckhmDZPK7VgU9riAGJRsaDMtBy38OCUxmiShboPMMnw7mjtN1GkWHj4a0fbjtOj70tQbW62Uj20LlQ2ZeLqt/+D0mTJ2Cqqq8s+lVnnvkMTra2v1p45s3b2bx4sVUVVUFPEZVVRWLFy9m8+bNLP3GTURFx+iT/R66C19LVEqGkTPOi2Xm3HjOmBVDYpoRg3GkfuK96fYDbqPhUV1+wtGzyqaLsy1YDNEokoGcPL2KVVJ0fITGFxjlpcW8+dqLwNC/h195+Rnuu3c1sbGxzJs3j1/96ld8+OGHgxKPyspKv33x3XffHf7gvejbWhVljB3VBZhQkZSSyP/7vx/y7vbXuHH1dSgGhc8/3sENV93KjUtW8fnHO4LuazKb+MmvfsBLr2wiJSWFAwcOcM455/D73/9+SIGnEYwuIkQjAhKsKYOuikYQPuLiY8kfk8f69evD2m/9+vWMHz+e+PjeBPDYscCTkXBhNCqcPjmbg4cqaG8/0UnDX15YLAYUZeTuC1+g3WAZDj4dCYAkiF7XKjMG0Rj0PtWD6QJNPrRhWdv6IMki8SnBRMjDn/Tk+YjG0VCJxlDd0bR+jjYnoqrhg8liZuktN3DZymXIikzhwcP867d/pOjwUQomjmfFbbfwzrvvkJWVxYoVK3jhhRd46623eOGFF7j66qvJzs7m3S1buPb22xh32iRd69LnMxAdq5A3wcrU82IZc1oUWWMsFEyKYup5sYw9PYqEVOMwqxnCADkagaATDofbgUf16E5Sht5OUjn5uq1xSWF4upxQ0NrSzDtvvMyv/+ce7v/pvWzb8hayLLN27dqwjrNu3Tri4hI4Z8aFRNtisdvtvP322/z3f/83559/PrGxscydO5f/+7//Y9u2bTgcvdss//a3v+F2u7ngggs488wzh/26fK1VqdFZ5MZPJCkqA5M8soshJwIpqcn89P4f8c7nr3L9LStRFJlPtn3OdYtu4eblt7Hzs91B9z1n9nS++OILFi9ejMvl4t5772XevHmUl0dCh79MiAT2RQBAs72B+o7AvuYRDB1PPPIUv/3ZH8NKAM7OzuYPf/gD3/nOd/x/dzrdvPraDtye4a/mnH3WGOJirbz97l7UiJ3tgCguqaWhoX1EjrV71xY2v76GsePOZOny7w26vcvjCKifUr2TZY/Wp01F03oFlflSxFMyjZitwyNMZquEvSMwQRIQkYcZsNXZ3sHvfvz/QNO459e/JMpmG3B7l+omXI1GT0iC0kt87FbdaMM4Xiioraxm4xNPUV9dA4LArHkXMfuy+bz0n2c5sHMPFquVzo7ufvyk1FTOPH8WU2ecg6lHf7oGKCaV+BSFhNTQEt9VVaOl0UVTrYumeieqJ/T7XhJlxLDXJHVyIosyoihhkEwoPYjG/r27+Psff01yahr/+5sHwzx2f7icTvbu3s6n27ZycN8e/6q3LMucPvUszFYrn334Xtjfwzfc+G0uX3g1qqoyYVw027Z9wNatW9m6dSv19b2DTc1mM+eeey5z5sxh5syZXHvttTQ0NLBhwwaWLFky7NcYDE6Pg7auJlodzXjUgTNcTgVUllfx8J8fZd3TG/1tg+fPmcV37ruDaWed0Wdrgdz48UiC7gT23e9+l87OTuLi4njkkUdYsWLFyX8BEYSNCNGIANBXCMuaj+H0RFa4RxKtLa3MmXYpF8yezaYXNw1oreh2u7nqqqv44IMPKCkpITY21v/c4SOV7P2iZNjjSUq0ceHsSby7dR+NjSMzgf4qo6mpncKi2hE51t497/H6q/8iv+AMVqy8N6R9XB4nDndw22FV84apaR40NFTN46+Y+IhGeq4Zg3HoK9qKQSR7rIXj+wN/XkQkf7VmOPjHb35HdXkFy2+5mclnTg+6nZ4AHX6/fG+IvVqBVO8q/ImGy+nkrQ0vseujTwFIy86itrIKj9vNLd/7DokpKTgdDoxGE2arpVeVSlJEElOMJKaasNgEXJ6hXQMf6WisddJc7xqQdAzlvfU5v/WtsEmCpOfJiArtba3cd9cqAB742xMhGQD0haZpFB07wicfbmXnpx9ht3ffJ3kFY5lx3hzOnDELizWKzo4OfnrvnVw0Zw6bNg3+Pbx48WK2bn2fvz28Hqs1GoArF56FyaT4z33gwAG2bt3Ke++9x9atWwPasZpMJn70ox9x8cUXc8455/QKXR1paJqG3dVOq6OZDkfLEHVMJw/lpRU8/Kd/sf7ZTf520gsvOZ/v3HcnU6ZN9m8XZ04iwaqTwyNHjnDDDTfw+eefA3DTTTfx0EMPYRtkYSKC0UWEaETgh93VQUVL4WgP4ysHXzL4vHnzWLNmTUBRYFVVFd/85jfZvHkzr776KvPnz/c/p6oqr2/eTWfn8ByQRFFg3twzqKtrYeeuiDYjFLjdHvZ+UTKQqVPI2PfFNl59+R/k5p3OymvvC30Mqosu18DOMyqgqR7cmhuXR7cc9RGNrDHmYQnC8ydZMVkkDmwPrA8aKaLxxvqNfLJlK2eeN4srr10ZdLuRIgW+HA4fTkZVw4eDu/bw6rPr/EJlW2ws3/vlz/pNzgVRIDbBQFKaidgEgz9ITwOc7q5hj1dVNVoaXDTW9ScdwgDi70AQBAlFGjzxXhJkTLKZn9/3HRrqarnr3v9hwmlTQh5zQ10tn330Pp9+9B51NdX+v8fFJzDjvAs5Z9ZsUtIy+u134Ivd/OPPv2HBggU8+uijQb+HV69ezebNb/KjHz/AGVNn+J+7bME0oqJMAcekaRoHDx5k69atbNmyhY0bN/bTYplMJn/FY86cOcyYMeOEEQ+P6qHd0UKbo4muARYqTgWUFpfz9z/+kxdfeNl/zS6aP5u7f3gnp50xCVGQyI2f4Hcnc7lc/PznP+f+++9HVVXy8vJ46qmnmDVr1mi+jAgGQIRoRNAL1W1ltDuaR3sYXyk4uhzcuOyb7Nm+F0EQWLp0KcuXLycuLo6mpibWr1/Phg0bsFgsrF27thfJACivaODjT44MexwTxmcwpiCVzW/tHlYA1dcNh49UjoiW5cD+j3l509/IyZnENdf/JKx9PZoLuzM0m0uPptLl7sSjutE0Dznjh97HHR2rMGFaNI4uD3s/bgm4jSTII2JReviLfTz7yP9v777jo6jzPoB/ZmZnttcUEgihE0CkqIigCDbCCUogFD1EVIInKHLW01NBvcc7ewcLRcVyZyABFYSAihQLYkEs9BJaQknv2TLPH5tK2m6ySZbwed+Le+5JZmd/LMnufOf3LQvhCAvD3fMerfM4t+r2vQVwvcoLnL2X0i21q+FtESsi+3QW3vj30xWTvi8adilix8VBVhQYLTLCInUICddCVmp/bd2qG0534Novu90qcjPLgo5TboiQfAoyBEGCRpL9/hn438KF+PXHH3D9hL8idkz9qUXFRUX45cfvsfWbjdi764+KrytaLQZedAkGXzocPXqd12C9zZ+/bceSN16Cs7QU48aNq/Y+vHz5cqxYsQKKosM99/6rWpABANdc1Q82W8M7L+vWrUNsbCyMRiOefPJJbN26FV9//TVOnqy+M6rT6XDJJZdUCzx0utoDmaYodZUgtyQLecXZcKvBm1qVeuAw5r/wFj5Zvroi9e3qv1yB2Q/MxPBLroRVH1Lt+C1btuCmm25CamoqRFHEI488gsceewyyfHZ05zqXMNCgalweJ1Kz9jS6qwtVl5uTizumzsG2736CRtYgfnIctm/7Dbt37644JiYmBrNmzcK0adNgtVprnGPDxt9x+nRek9ZhNGox8ur++OHHfTh2LLNJ5zrXpKdn49jxpr9mu3b+gE9WvIqojjGYMvUxvx/vVl0ocubDl4wIt+pGsasIguhGVFc9PN49D7+f87xBFhhMGrjdKn7eVHvXnjPrHRqruKgIzzz4MFRVxT3/egJWu63W4wK583BmfUnz7WqIVdo2ex0/cgRvP/M8BEGoqLXp0LkD/vHcbPTs28mns5a6SwIUdFUSIEKCUpZeVYKs0yW1plcJggiNKDd68OGmdSlYk7QcfQdeiL/d/WCNQMXjcWP3n79j6zcb8etPP6C0tKTseQX06HUeLrlsBPpfeDF0Ov/mKxQWFGDrtxuxZcM6pB8/VvH1DlGdcM014zBixLUwGE01HnfF8PMQGtpwis61116LNWvWYM6cORXtbVVVxa5du6qlWp04caLa47RabcWOx/Dhw3HJJZcENPCoSK0qzkJBaW7QplYd3H8I8194G58lfV4RcIwacw2eeep59OtXfecrJycHs2fPxvvvvw8AuPjii/Hhhx+ie/fuLb5uqhsDDaohq/AUMgrTGz6Q6nUi/SSmT56J3X/uhclswpvvv4prrxkDmz4UmZmZyMvLg9lshsPhqHNmQlZWPr746rcmr+Wyob2gqiq++W53wwdTNYWFJdi561jDBzZgz+4fsSLpZbTv0ANTp81r1Dm8wUZBvQP6yhW5iiDJLnTobIAK7+wJj8dddoHR8OPbRekQ3aNyN+SnjVm1Ng+QRBligNptLnzuRRxLTcW4m29C/4sH1XpMUwvBz1Q1UArsrobo7RIl1j4PZtXHifhx8ze48LJBiB0/HAueehvZGbnQ6hTMfOQWxMaPaHCWilv1wBnQujoBiqStdtHvdqvIzihFxoliZGeUwuOBdwaOoGlSw7EDe3Zj4QvPw2q34+Gnn4NcNmvnZNpxbP3ma/zw3WZkZ2ZUHB8eEYnBl47AxUOHwRES1pS/JADvhXdBQT4kjwy7ORQmk6Xe13vYpb0QEVH/LI6dO3eiT58+EAQBe/fuRbdu3ep87t27d1cUlm/cuBHp6dU/c7VabbUdj0AGHm6PC/klOcgtya63Bqw17d97EK8//yZWr1hbEYhPmDAB8+bNQ9++fasd+/HHH+OOO+5AdnY2jEYjXn75ZUyfPt23WUTU7BhoUA2qquJw9t6Absufaw7sO4jbJs3EsSPHERYeisUfv4HefWMQbesBReP7h8W2H/fhUGrNIkN/dOjgwKALu2PdF782uc7jXLXjt9Qmp5vt3/cLlie+gMjIrrj51icbfR6P6kahswBoYNex1F0Kjd6Jdh2q/7x5azc88Kge1HXBLisi+g62QFNlBsev3+WgtLjma6ARlYB19V//yaf4Zv2XGDD4YsRNnVLj+4EpBD9T9cLwpu1qCN7woiy4qOt10RpUPDn7YRQVFOHpdx7BgEv6IvNUNp5/aAF+/tZ7Y2H4tUNw9+MJMJrrT30L3K6GAFlSqtWtnPl9SVCQn+lBxsliZJ4uhtuP7lVnKikuxhN/vxuqqmLOvMdxcPce/Pz9tzh66FDFMQajERcOvhSDLx2Bzl27N8uFoyBICDG2a3A2xSWDe6JjVEi9x8ycORNvvvkm4uLisGLFCp/XoKoq9uzZUxF4fP311zUCD0VRagQegZiWHeypVXt37cPrz7+Fzz9JAeDd0Zo0aRLmzZuH3r17Vxx35MgR3Hzzzfj6668BAHFxcVi4cCFCQ0NbY9lUBQMNqlVhaR6O5x5q7WWclX79+TfMuPFOZGVmo3PXTliS+AY6doqCRlTQ2RHj83mKi51YveanJrWg1UgiYkcOwJ69x7F3H3epGiv18Kkmp68dOLADy/73LNq164Rbpj/VpHN5VA8Knfn1Bhul7lIYrQJsYXXnrXugQvV4aqRWde1jREi76oWqf/6Yi4K8M6dYC5ADOLF4385d+GD+G7Da7fj7k/NqXFg2Vx1F1cJw/5/DG1KIolRvcKEzahAWoUNohBab1m7BCw+/icjodli85sWK2gKPx4OkJavw7iuJcLvciIgKx8MvzEZMv7pTQTyqJyDdAjWiUkebYm8AopW0FdPtAcDt9iDzVDFOpRchK8P/oMPlcuH5R/+JnKwsiKJYkSYjiiJi+p6PwZeOQP8LBkNpgZx7k9YGvVx//cWFF3RF1y7t6vx+ZmYmoqKiUFRUhK+//hrDhw9v9HpUVcXevXurBR5nDnWsGngMHz4cQ4YMaVLgoaoqCp35yCvOQn5pLhqTatmcdv+5B4te/gArV6wE4A04brzxRsydOxcxMd7PVbfbjRdeeAGPPvoonE4nIiMj8e6779aoe6SWxUCD6pSWm4qC0sBMoj5XbPpyC+667V4UFRbj/AHnYeF/5yMk1Dt4z6YPRaixZqeTuvy58yj++PNIk9bT7/xOCAuz4KsNvzdhyBllZxdg/4ETDR9Yj0MHf8fH/30aoWFRmD7j6SavyaN6UOTMr7OeqsRdAnuoAmuI5J3UXI+qqVUmm4ReA801jtnzax5yMs88jwi5iTM0qiotKcHTDz4Mj9uNux9/DI4z7kYGrhD8TNULw33b1ahZd3EmjSwipJ0WYZE6mCyVF8z33fQ4/vhpN265ZzJuuD2uxuN2bt+Lp+9/DSeOnYKkkXDL3ycj/tbRdRY7O92lcKtnBoG+kwQZslTzgl4jydBK+gaLrN0uDzJPe4OOzNPFdd4cUVUVxw8fxs/ff4dff9iKgvzKlsntO0bjgiFD0H/QxRVzVERBhFbS17q2QPJlV6N/v87o2aPu9++nn34aDz/8MAYOHIiffvopoLsvVQOPjRs3YsOGDbUGHoMHD66242EwNK4RRLCmVpkUK04czMLjjz+OlStXAvAGplOmTMFjjz2GHj28gz9/+eUXTJkyBTt37gTgncz+9NNPN0uxPTWMgQbVyekuxeGsvS3W8vFs98myVXjo7rlwuVy4bMRQvP7OizCaKt/oO1i7NnjXrJzH48HqNb+guLjxaSJWqwFXjjgPGzb+iexs3zoWUe3cbg9+3ZHapGDtyOFd+OiD/4MjpD1m/O3ZgKxLhQeFpQVQa7n4LnEXIzRCB6tNQam7tNZjahAEnH+xDVqDALfqrvaYAzsLkJFePfUuEMP6zrTkpVdweP8BXP/XG3DB0CHVvtecLWir/l3q3tWov+4C8LaktYcqCI2o3pK23JEDxzBj9P0QJRHvf/UaQsIdtZ4nP7cAr8xbiM1rvTM3LrysHx54ehZsITUbRqiqihJ3MRpzF1oUJMiSttrfRhI10Gr0jWpbXFvQkZudje1bt+Ln77/FieOVg2G1Oh1KiosR3bUbZv7joTrPKQne9WgC0Ea5Lg3tapzXpyP69I6q9XtOpxNdunTBsWPH8N577+Hmm29urmUC8P5779u3r9qOx/Hj1QfuyrJcLfAYMmRIowKPUlcxckuygyS1SkAne0/IkoKff/4Zjz/+OD777DMAgCRJmDp1Kh577DF07doVhYWFePDBBzF//nwAQN++ffHhhx/WKCin5tf0noTUZsmSAruh6UV354LFC97D/bP+CZfLhesnjMZbH75WLcgQBQk6je9v8keOZjQpyACACwZ2xf4DJxlkBIAkiTCZmtbzvjztRPUE7o68ABEGxQSxlrx6VVW9NRaCN/UFPtxhjYjSwWiSoRE10EpaaCUdNIIMASJkuebjG8prb4zOZXclD+7ZW+N7zdkpR4UHnrJA0htGlH88CmWzQryvi1SWInUmk0VG5xgzLrg0BD3Pt8IRpq0RZADA2uUbAAAXDx9YZ5DhPZ8R/3xxDu5+IgGKVsZPW3ZgZtxDFTUcVQmC4C3O9pMAEXKVGhtRlKCXjTAopkbPRpE0IsIiDOgaY0RB3m4kLpmPpx9+EGuSl+PE8ePQyDL6DRqEW2bfjdvm3AMAOHUivd4g3q26UOjMQ6GzAO4A/v5UVVCaV+/Pl8tV9/MuX74cx44dQ7t27TB5ct0zYAJFEAT06NEDM2bMwIcffoijR49i7969WLhwIaZMmYIOHTrA6XRiy5Yt+L//+z9cffXVsNlsuOyyy/Doo4/iiy++QGGhbzsVikaHUGMEOjtiEGnpBJNiRZO6ADSJipxib4OACy64AJ9++im2bduG0aNHw+12491330XPnj2RkJCAkydP4vXXX8fq1asRHh6O33//HYMGDcJLL71UkaZHLSOwt6KozbHpQ5FbnNUMBZhtg8fjwbNPvoTF898DANx6x1Q89MR9NVINjIrZr630fU2sp+jSORx6nYw/m5h6RZWsFgPy8hqfC1/eBjTQF0oCBOgVE4qcBfB4vOkz5X2lNBrvz5wgCNCIMlz1TJOWFRFRXavf0RUEERpJhAQZOq0TAkqrd61qhuuNLj17YNPaFBzcsxeqqlb83qhV/ru5uFU3BMGbQqURZXjgqbfuQtFJCI3QIixCB72x4Y9TZ6kLX6zcBAD4y4QrGzxeEARcO+kq9BnQE/+571Wk7juKRxL+g8m3j8VNd8ZDI1c+p0bUwO12wdfXSIAIRdJCEAQIggitRuct7G/Cv6mqqvj1h9+xJvlLfPX5JhTmF1V87/wL+uCyay5HTN8BKCmS4FG9dRqSRoOiggJknj6FkLDwes/v8jjh8jghiwq0Gl1A5rdUrt2NYmdhnbsadQUaqqripZdeAgDceeedzTr9uy6CIKB79+7o3r07EhISoKoq9u/fXy3V6tixY/jmm2/wzTff4KmnnoIsy7j44our7XgY65nQLggCjIoFRsUCt8eFvLKBgCWuojof0xxyi7Ng14dXBMIXXXQRVq1aha1bt+Lxxx/H2rVrsXjxYrz33nu47bbb8Mgjj+C3337D9OnTsWrVKtx77734/PPP8e6776JDh5qDHSnwmDpFDSoozUVabmprLyPoOJ1O/PPv87AycRUA4MF59yDhzltqDSgizNEwaWumPNTmdEYeNnz9e6PXpdXKiL2mP7b9uB9p6bXPPiD/FRWV4s+dRxv9+BPph/DukkdhMttx5+zXAriyciqKnAVwe1zwQEWJqwhdelihkSsvxlzuUrg9tefyd+tjQVhk3TnMJ48V4cCuvLIwwwOPx1NRoxBITqcTTz/wENwuF+589J8Ii/AW4LbEQD0BImRJgSJpAUHwTt8+owZGlAQ4wr11Fxab7NcNhM0pW/HU319GSLgdS798DZLG912D4qISvPX0+1iT+CUAoPeAHnjo+dlo16Fy17n8QhzwXgDnZeejqLAEeoMWZpupylrL29hK0Gq03tSpJkQYxw6nYW3yl1ib/CWOH6m8SRIZ1Q6jxl+FUeOvQlSn9pXrdHqQcaoIp08U4cl7H8PRQ4dwQ8IM9B90sR/PKkARFSgaXUDmuAD112p0ig7DxYNqFuV/9913GDp0KLRaLQ4fPozw8PqDpdagqioOHDhQLdXq6NHq72UajaZa4DF06NB6A49yJa5i5FV0rWp8nZA/Qo2RsOlr7yb13XffYd68eVi/fj0AbwpZQkICHn74YXz++ee45557UFRUBIfDgbfffhvx8fEtsuZzGXc0qEFGxQKDbEahs2ldd9qSwoJC3D39fmz8cgskScJ/XnkC4yZfX8fRAgxKzQFQddm7L63hg+rR7/xOOHkql0FGgOn1ChRFg9LSxn2Ylu9oqM22bS9ALxtR5CqEx+WtpZA01S+YNKIMj+qpcfFstsn1BhkAoCmbUC2gcrq1RlKgqircqrvBdru+kmUZ0V274OCevTi0d29FoNF8Q0TL6y68k7DVsj0bAd7Xq7zNt9XhrbtwhGshSY27sF2z7CsAwDXjhvsVZACATq/FnCcSMHBIX7wydyF2bt+LO8c/jL//awYuG+mdYi2JGuRk5+GrTzcjJXETjh6szNuP6tIesZMuxxXXXwq73Q6dRg9Fo2t0gJGfW4CvPt+MNUlfYMePldO6DSY9rrx2GP4y/mr0G1T7tG6NLKJdeyPatTdi0KV9cfTQIZxKPwJRuBi+N9lTUeopgbO0FEpZsNTUeS717WrUtaNRvpsxZcqUoAwyAO9uRLdu3dCtWzdMnz4dqqri4MGDFUHHhg0bcPToUXz77bf49ttv8e9//xsajQaDBg2qFniYTDU/x7QaHbSaSIQYIlDozCsbCJiH5tx9zC46DasupNaf3SFDhmDdunXYsmUL5s2bh6+++gpvvPEGFi9ejBkzZmDt2rW499578dNPP2HChAm49dZb8corr8BsrtkAgwKDOxrkE6e7BKlZexFsLe9aQ2ZGFmb89U7s+Pl36PQ6vLb4BYy4ZlidxxtkM9pbO/t07sLCEny+9pdGFx2HhVowdEgMUtZtR3FJaxfutT2Hj5zGqVON68R2+vQxLH77H9DpTZhzz5sBXll1BaW5KPEUoGuMrcb3VNWDUleVFDBBwPmD7DCa67/vlJfjxB8/Vg9eFY3e+2Gvls/mcMLtadwU8qo2rk3BhlWfo8/AAZg0/VYAgS4Er5x3UdvFqSh6C6QNRhmWcBWOMBlaXdMKkdOPncKt18yBqqp4Z93LiOxYd6vUBs919CSevu817NqxDwAw5oarMeMfU/Hbjzvxn3teRUlxKcbHj8eE+Amw2+3IysrC8qTlSE5Khlav4IlXH8KQEbUPRKyP2+3Gti2/YE3SF9i07juUlnhT8QRBwKDLBuIv8Vfj8pFDoNP73t3n86T1eOr+F9HvovPw2kfPIuNUEU6lFyE7o9iPoMMbLioaHWSpaXNd6trVaBduxeXD+lT7WmpqKrp27QqPx4MdO3bg/PPPb8Izt56qgUd5qtWRI9XTbqsGHsOHD8ell15aa+ABoCy1yltAXuJuntQqX7MENm7ciLlz52LTJm/KolarRUJCAkRRxOuvvw5VVdG1a1d88MEHGDJkSANno8ZgoEE+yyg4gayik629jFZ17Mhx3DbpDhzYdwg2uxVvf/Q6Bl7Uv97HhBnbw6qvf9BTud9+P4xduxs3hVoUBVx9VT/s25eOAweb1oqVapeTU4h9+xtXP5OZmY6Fb94PRavHPfctDPDKqnO6S1Eq5KFDl9obELg8TrjLWt5GdNSjc8+G7+YVFbrw63eZ1b6m1ehrFpmX7XC4PW7fOl3V4vCBg1jy4svQGw2485GH4XQ6IcoS9EZ9E1J8fJt3oZFFhEZo0THaAZvNCKfbiWJn0xsqvP/aMny4IBkDh/TFf5Y80uTzuZwuLH1tGRIXfgoAaNchFKfTsxAbG4vFixcjIiKixmPS09MxPWE61qWk4NlFT2Dw8At9eq4Duw9hTfKXSFn5FTJOVv4MdO7eEX+JvxqxcVciLKJxg9EO7k3FTSPvgE6vRcqOJGjKdnqcTg8yGxF0lLfE1UhyowOO2jpQORwmXHVF9UDiwQcfxHPPPYerrroKX3zxRSOfLfioqopDhw5VS7U6fPhwtWM0Gg0uuuiiih2PugKP5kqt0moM6GirffL6mVRVxYYNGzBv3jxs2bIFAKDT6XDdddfh22+/xbFjxyBJEh599FE8+uij0Ghqv+miqioyMjKQn58Pk8mEkJDad1WoOgYa5DOP6sHhrD0VOcDnmt1/7sH0ybNwIv0kIjtEYEnim+jes2uDj+ts7wWND33gXS43Vq/5udGpOb1iOiAywoYNG/9o+GBqFI/H2+a2MUMUc7JP4c0F90CWtbj3gcXNsLpKTncJJJ0bER11KHXXMg1eVb2Tw2UV/Yc4qk0Ar4vL6cGPm05XfqGsgLg+qqrC7XH5nVpVkJePFx6dC1EQ4HJV/j6ERbTDgKGD0e/ii6Az+DacrDzNS6gnsaa2lrSiIMKgmAEIKCzNLZuk3jhutwfTrp6N0+mZePiFuzH82sDdOf3pmx145oHXkZ9TgNjYWHz66ad1XigB3gLssXFjsWnTRizf8i7MltrvSmdlZOOLTzdiTfIX2P37voqvW+0WXH3dcPwl/mr0Or9Hky+03G43YvtPRFFBEZauWYBuvbrUOMbp9CDjpLemw9egw9sSVwtNIwZK1rarYTbrMWrkgIr/Pz8/H1FRUcjJycFnn32GMWPG+P08Z5MzA4/U1Op1m5Ik1Qg8qqYjqaqKwtI85JYELrXKn5bx5Wv48ssvMXfuXHz33XcAvAFHly5dKmZuXHLJJfjggw/QrVtlEJOdnY333nsPb7zxBnbv3l3x9ZiYGMycORPTpk2DzWZr8t+nrWKgQX7JL8lBet7hhg9sY7Z99xP+dtPdyMvNQ49e3bD44zcQ2b7mHcMzaSU9Otrrnupb1YEDJ/DTLwcatT6DQYtrrjofGzb+idzc4Bmw1Bbt3ZeG3Fz/0wFyczPwxutzIIoSHnjovWZYWaVSdzH0JqBDRytK3MUocdXslqWqKqJjZIRG+J7m8v1Xp4CyjwxBkKBofOywU5Fa5SrrulX3x86+P3di+TvvwVlaivHjx2PixImV6T/LlyM5ORkaWUbcLVPQrXdMHWcRIQoCREGq9662ySIjNFKH0HbaakXz5RSNDlqNDk53KYqdjf+9+mHjL5h7x7MwW034cNMCKEpgB9B9uCAZHy1IxtGjR2vdyThTWloaoqOjcdc/EzDx1rEVXy8tKcW3G7ZhTdIX+O7rbXCX1SVoZA2GXjEIf4m/GkNGDIIc4PXfdeM/8Mv3O/DQ03/HdZNj6z22POg4lV6I7MwSNHQFI4ka6CT/Z4KYtFbo5cogTK9XMObayh2g+fPn46677kKPHj2wa9euBocatjWHDh3Cxo0bKwKPQ4cOVft+1cBj+PDhuOyyyyoCj0ClVhkVCyItnfzeaVBVFevWrcO8efOwdat3To2iKBAEASUlJTCZTHj11Vdxyy23YN26dZg0aRIKCwsRHx+P+Pj4ivejpKQkJCUlwWAwIDExEbGx9f/snqtYDE5+MWmt0BebUOTMb/jgNmL951/h77c/iNKSUlx48UC89eFrsNosPj3WqPXtOADY28iUHAAY2L8z9u0/wSCjBVgthkYFGuXF4C3Rw92jeqCRvReDWkkHAQKKz2hDabVr0SHK6ld7SlkW4CwtDzT8WJDgTWkRoUAj1p1ate/PnfjvWwvrTP+ZOHGiN/1n+nQse/sdTLz91irBRv11F+UUnYSwSB1CI7TQG+r/CCx1l0CWFGhEBaJQ3OhdjfLZGVePHRbwIENVVXy9+lvET4j3KcgAgMjISIwbPw4rPlyN+GnXYdeOvViT9AW+WLURudmVTT969euBv4y/GldfNxw2h29d8xqjd7+e+OX7Hdi5Y0+DgYYsi4joYEREByOcpW5knCzGqRN1Bx1ujwsFnjzIogxFo4fkY5e0gtJ86GRj5bT4KsXgHo8Hr7zyCgDv1OlzLcgAgM6dO6Nz586YNm0agOqBx8aNG3Hw4EFs3boVW7duxTPPPANJknDhhRdW2/HoaO+OElcRcouzkVeSDY+fqVVpp47iv4uX4+23Fvq10yAIAmJjYzFy5EisWbMG8+bNw48//gjAO2k8Pz8ft912GxYvXoytW7ciNjYWixYtqvP9KCEhAWPGjMGqVasYbNSCOxrkt1JXCQ5nnxuF4R+/vxxz7/8/eDweXDVqBF5++1m/Ch072rp789gbcOJkDjZt/rNRa+zQ3oHz+0Zj/Zc74HZzEFFzKy524o9GzCcpKszDqy/PBAA8+PBSCAFuC1vtuVwFCA3XISS0skaj1F2KYpc3EBUEYODgcJgsCoqdhXDWM1+jql+3ZqIo33sxIElyo9JSqvJ2rHLB43GjsCAfr8x7EldecQU++eSThtN/xo7FVxs24K55j8BgMtVbdyFKAkLaeeddmP1sSauRZOhlY6N3NTJPZWPqlXfB7XLjzU+fReceHf0+R31ysnIxeejfkJiYiIkTJ/r8uMTEREyePBlRndvj6KHK7lSh7UIwatyVGDX+KnTp0Smga63LV6s347G7/o2Yvt2x5LPGtX6uCDrSC5GdVddOh1A2g0PrU1vm8l0NVVWRn5+LK0f0gslkwnfffYfrr78eNpsNR44cqbMo+lyWmppabcfj4MGD1b4vimKNwEPSCcjzMbVq81ffYE7CAygqKm7yToOqqli1ahXmzZuHX375pdoafU1HjIuLw+bNm5Gamso0qjNwR4P8pmi0sOlDkF10uuGDz1KqqmL+i2/jlafnAwAm3TQeTzxXd5FYbTSi7FOQAQB79zaupa1GEjGgf2ds+3E/g4wWotPJ0GpllPjZ1Uuskrrh8XggSc0XaKiqp0bdhVLWjafIVYjIKBNMFgWAt6Db7XH5dLdelkWU738EYiq4IAjQCDIgyvhh22a4nE4sXry4wd8zjUaDRYsWITo6Gr//+DMuGTG8tpPDave27bWHNb4lrcvthEtylg2zqzlXoyFfrNwEt8uN3gN6BDzIAICiQm8Njt1u9+tx5ccfPXQcWp0Ww2OH4i/xV+PCof0hSU3rsOWv3v17AgD27TqIkpJSaLWK3+eQFQkRUUZERHl3Ok6fLMLp9KIzgg4VTk8JXKWlkCVt2SyRun8uTmWdwG/bVuOL9Stx7GhlTUJ5CtDUqVMZZNShU6dOuPnmm3HzzTcDAA4fPlwt8Dhw4AC2bduGbdu24bnnnoMoirjgggswYsQIDLt8GPoP6gtB60apu2ba5+avvsHtU2ZjZOxILF5U986nrzsNgiDguuuuw5gxY/DJJ5/g8ccfx6+//gpBELBkyRKf3o8WLlyI6OhoLF26FHfffXcjXrG2i4EGNYpdH4684hy41bZXGO52u/Gvh5/Gh+98DACYde/t+PtDd/pd9GhUfEubys8vbvTMiz59OuLkqVycPJXTqMdT41itepw86d/PvlAlvcLtdkGSmu/tV1XVWmsOZEmBopXQqXvlz6YgCNDJBhSWNpwOqZErfwcCEWiUU1UV27Zsxvjx4/1L/xk3Dl9v3ozBwy+v+P3UGzUVqVGKNjAXzCXOIhgUDbQanV+7GqqqVqRNjZpwRUDWUpVGlBFi9Xa0y8ry7z2k/Pg5c/+G0ROugdHse1FtoEV0CIctxIrsjBzs/XM/+g7s3aTzyYqEyCgTIqNMKC1xV7TMzSkLOlSoKHUXw+ku9RaMS1qc+dvy52/bseSNlypqhSZMeK7ijvmyZcuQnJyMd999F6NHj2a6jA+io6MxdepUTJ06FUBl4FEefOzfvx8//vgjfvzxRzz//PMVgcewyy/DRUMG4rwLe8Fo1iM3JxdzEh7AyNiR+GRl3TufERERWLlyJeLi4jBp0iSfdhoEQUBcXByuu+46dO7cGUOHDvXr/Wj8+PFYsGABZs+ezW5UVTDQoEaRRAmhxgicyPc/hSSYlZSU4v6ZD2PtZ+shCAIe+/dDmJpwY6PO5WugsW9/43YzrFYDojuGYP2XvzXq8dR4VosBJ0/6N0+jamDRfEP7ys6Pmjsa5fr06YAwsxY5xZllo+m8BbOKRld9vkYt5CrBSyA/SAsL8nEyLQ0TJkzw63ETJkzAsmXL4HKVolP3EIS208JokQGo1e5iN5VH9cDpLoEs6fza1fht204cP5wOg1GPy0cFrtOUJGqg1XgLnHUhBnTq1hHLk5b7lTq1fPlydOrWERNvGdvqF0WCIKB3v574bsM27Px1T5MDjaoUbfWg43R596rMEqjwoNhVBNFdAkWqnMHx52/b8ebLTzdYK8Tc/MY7M/A4cuRItRqPffv2VQQegDeNqf+AftAb9SgqKsbiRb7tfDZmpyErKwtHjx71+/0oPj4eiYmJyMzMREiIby3tzwUMNKjRzDobcoozUexqeo/5YJCXm4dZ0/6O77dsg6zIeH7+v3FtXOM+PERB8qntntPpwsFDpxr1HBcM6ILffj/idwoPNZ3JpIcoCn61ua1aMOrxNG6+hG9UQEWtgYbVpkP7KAsEQYBVH4KcooyKYEORtN5WtJ66CzLLp4MDgd3RKC1uWvpP/wvC0CG69juP1QIOVa0Sdnj/t1r29bIjKv+74mtq+UsKnayHKIgodObXflzZE5Z/JSXJu5sxfPRQ6I2+13bVRRREaDX6au2yBUFA3JRrMf/fi5Genu5z16kVK1bgrn8mtHqQUa480Ni1Y2+zPYeildC+owntO1YGHeU7HcWuQjjdJXCVurHkjZcQGxtbb61QY+6YU906duyIm266CTfddBMA4OjRo9VSrfbt24dfft4OjUbj986nvzsN+fne3d3Gvh/l5eUx0KiCgQY1SZgpEkey9+NsLww/deI0pt8wCzt/3wWjyYg3lr6MIcMGN/p8Btnk0xvaodRT1bqZ+KpL53C4PSpSDzcuSKGmEUUBZrMeOTm+p9F4i78FAGpZi9fm4VFVCAJqrQHp3bddxc+lImlh04ciuygDKjxVUqjy6pxML5cHGoLgZ9up+ik6b5vcxqb/mMy1DyYEqi7Tu+amrjrU2A4ZhWiwpiU3Jw+bU34AAMT/9bqKKcaVoU75rkuV8KZKkFJxrOr92dHLBsiituxHSK0Ik5xOF9q1C4coCrjtttt8KlxNSEiATq/FqPirGvciNIPyOo0/f93dwJGBUSPoOFGEUyeK8PnyFDhLS32uFWJufvOIiorClClTMGXKFADewGPVqlWYOXNms+80lNfdNPb9qOr8EEKNtEQiv2g1elh1jtZeRpMc2p+KSaOnYufvuxAaFoIPP1nSpCAD8C1tSlXVRk2Z1mpl9O7VAT83cuYGBYbVUvfFbV3Ki2ybc0dDhQcauWZtQlQnGyzW6nfVZUmBXR8KUfAeX37HvC7lNRqB3M0AAJ3eAIvVimXLlvn1uOVJ3vQfi61lPthLXEVwup0wyA0/37qVG1BaUoruvbqgV7+eEAQBguAdBOj9I0ESJUiiBpKogUbUQCPJkCUZsqRAlhRoJT3shjC0t0TDYQiHWWeFWWuFWWfDsX0n8fpTizF68CT8885/obTUibVr1+L6669HWlrt6ZhpaWkYGzcW69atw8uLnkPniG5wGMJh14fDrg+DTR8Kmy4EVp0DFp0DFq0dZq0NJsUKk2KFUbHAIJthkE3Qy0boNAboNAZoNXookg6KpIUsaiGLCjSiDEnQQBKksnkmYr0/N737eQONwweOIj+3ZXfJFa2E9tEm9LsoFDt+/Bbj4xt3x5xNPJtPVFQURo0aBaBpOw2+CAkJQUxMDJKSkvx6nqSkJMTExMDhOLuviQKNOxrUZA5DOPJKcvzugR0Mfv/1T0y/YSYyT2chunNHLEl8E526NLUzjACD0nAnkrS0LOTn158TX5vz+0bj4KGTjXosBY7F4ltHsapEUYLb7WrmGg21RtqUrEjo0TO01qM1kly2s3EaHtUNWVLg9rhqbXlbWaMRuEAj49RJLHtnCXJzcpCcnOxf+k9yy6f/5JVkw6YPRWFpHjyo/d9RVVV89r+1AIDrbhjViPUJ0MtGGBVTRRAIAKdPZuDTpNVY8fFn2PVH5Z1/R6gd18ePRqcuHfHiU68hOjoa48ePr9HyMzk5GXq9Dm9/9DqGXTHU7797oKhVdmTKd3Uc+nC0j4rE8aNpOLrnJAZfdlHZ99WKXaAzH1ee9lb5terpcDUeV/Z/q+4aVZWTlYvDB47g+adf8Ovvw9z8ltFSOw2CIGDmzJm4//77/Xo/Sk5OxgsvvBA06YjBgoEGNZkkahBibIdT+cdaeyl+2fL1d7jrlntQUFCI8/r1xqL/LkBoeNM/JPSyAZLY8K9WY3YzQkPNsNuM3M0IAlqtDJ1ORnGx7zUy5Z2nmjV1yqNCOWNHo0dMKGSl7g5MGlEDe1kalVt11dnytjx1qr6WoL5SVRU/frMFqxI/RmlJCRStN31q+vTpPs3RaK30H7fqQomrEHrFhILS2hsC7PptL/btOghFkTEyzr9uUzqNHkbFUvEeUlJcgi/Xfo0ViZ9h81ffwO32/uzIiowrRw7HuBuux+VXXgq5bEDj9RNGY8XHn+GjdxKRmJhYcd6u3bvgoSfuw/gbrofZ0rqpHYJQZepJlR+lfgP74vjRNOzcsQeXj7isWdfg3X0oC0zK/nfRae/NMubmB6eqOw3+ND5ozE7DtGnTMHfuXCQkJGDlypUNvh/NmDEDBoOhop0vVWKgQQFh0dqRW5zp15Th1rRqxRo8eOcjcDpdGHr5YLz+7kswmwPTD92XtKmcnEKcOOlfS1pRFDCwfxf8vP2gX0XI1HysVgOKi33/d6ycDt6cqVMqJE3l1ZvVpkOHjg1PdZZEDWz6UOQUZ8Dlcdba8raivW0TA4283FyseH8pdu74FQDQrVcM7pl3NwryT+ORmU9ibNxYLFq4CJGRkTUem5aWhoQZCVi3LgXPLn4CZkvLzzEoKM2DTR+GQuRDrWVXo3w3Y8RfLoPF6ttFvSJpYVQskCUFqqril22/IvnjT/H5yrXIzalM+RhwUT/ETboOo+NGwWav+e9qsVow7fYpuHnGX5GdlYOC/AIYTUbY7Nagv9Pa74K+WPvZeuz4ufk76Xlfi7Jwp+xlMZu9793MzQ9OLbnTYLPZkJiYiDFjxiAuLg4LFy6s8/1oxowZSElJwerVq9kQoBYMNCggBEFAmLE9jubsb+2lNOjdtz7AU48+CwC4dmwsnp3/VKMGRNXFl0Bj7z7/W9r26B6JjMw8ZGT4lmdKzc9iNuDECd8DDaks0GjO1ClV9UDWVHYl6nVeO58/YCVRqigQB1Cj5a2kEVCQnw+PS4Veb4DB6FvTg6r+2P4LVnzwPgry8qCRNbhl9k24edaEsvqVrnh20ROYO/s/iI6Oxrjx4zAhfkJF+s/ypOVYkbwCOr0Wzy5+AoMvv9Cv5w4UFSoKnXkwKEYUlBXP52TloqjQ+1qlfOLtNnXdDaMaPJdGlGFSLFA0Ohw7chwrE1dhZeJnOHSgckBcZIcIxE0cg7jJ16Fr9y4+rVEQBNgdNtgdNv//gq2k38C+AIDftv/RKs9vd9jQtXuXFrljTo3TkjsNsbGxWLVqFSZNmlRvOqLBYMDq1asxcuTIpvzV2iwGGhQwOtkAi9aB3JLM1l5KrVRVxQv/9yreenUxAGBqwl/x6FMPVms72lTlvdjrU1LixOEj/k1VNxi06NI5HF9u4MyMYGIy6SBJos9T2StTp5qvnkmtUqMRFW2D1eZfW1VREGHThyCnKBOqpMLtcSEnOwdfrNyE1R9/iSMHKlMkwyMjcfGwy3HBkKHQG+ovji8pLsaqxI/x4zdbAADdenXBvJceQLde1S+cBw+/EMu3vIu1SV9ixYersSyxskC8U7eOuOufCfhL/NUwWVpvwBzgLQwvKZaR+N9PsPLD1UjdXzlTSKPRwOqwoHvvuoMCSZBgVCxwFnvw2bIUrPj4U2z9ZlvF9w0GPWLHXI1xN1yPwZcOCuj7VLA6r38fCIKAtGPpOHXiNMLa1V5X1FwEQcCNt0zEM4+/yNz8INXSOw2xsbFITU3F0qVLsWDBgmrpiDExMXjhhRcwbdo0WK0N7xqfqwSVbRIogNweF1Kz9sCjNuecAP+5XC48eu+TSPrvSgDAfY/cjb/NmR7wDwa7Phwhxnb1HrNr9zH89vthv847dEgMDh85jaNHM5qyPGoG+w+kIzvbtza3b8z/O3JzTmPqLU+gfftuzbKeImc+2kebYHcYcNmIzlCUxt1PUlUPcoqzsPGrzZg3+2mUFJVifPz46jsMy5cjOTkZsqLghoQZ6Hle31rPdSr9ED54cyFOpp2EIAj46+3xSLhnKpQGdhJVVUVudh4KC4pgMOphsZmD5mJu68afMHf2f1BcVFLjdVm2bBlWrEiGTq/Dk689jMHDK3deRIjQSgb8uvVPrEz8DOtWf1GxEyIIAi65bBDGTb4eI0dfDaPJ/85mZ7tRl8Zh/54DePODV3FV7IgWf/7cnFyMGDgKwy6/vN7J04D3cyUuLg6bN2/mHI0WlpKSgkmTJqGwsLDenYZly5YFbKdBVVVkZmYiLy8PZrMZDocjaN6Pghl3NCigJFGDEEM7nCo43tpLqVBUWIQ5Mx7AhnWbIIoi/u/FeZg4ZVyzPJdRqT9H1+Px+F0E3j7SDlEQGGQEKavF4HOgIbVAjYZH9e5o9OgV2uggA/DObtjx7U48lPAkRo4cWe+E5OnTp2Pp/Ndx8513VQQbOr0ER6iCz5NWIHFJMlRVRWRUOzz6/H0YMPh8H9cgwGq3wGpvOB2xJW3d+BMeTJiHkbGxWLyontclYToeTJiHZxc9gUuGX4T01AysTf4Sny5fjfTjJyqO79KtE8ZNvh5jJ45B+6iad2fPJf0G9sX+PQfw2y9/tEqgYbFa8Mqi53D7lNnMzQ9irbHTIAgCQkJCWPDvJ+5oUMCpqooj2ftQ6m799qvZWTm4fcpd+GXbr9DqtHhl4bO4apR/XWB8JQkyOjti6r3DceTIaXz/g++TbzWSiCuvOB9bvt2FwsKSQCyTAqy01OXzDtXCtx5EZsZx/PWmR9ExulezrCe/NBcXDmqPy67o0qS7bf7e2R07diw2fP01nl/yCrr0DEPGyTQ8cc9z2LfT2yFt9MRrMOexv8Fobt2Up6bKy83HhMtuweWXD/f5dflqw1fo1r0L/vhtZ8X3rDYLRo8bhbhJ12HAhf14Z7TMB4v/hyce+jcuv/JSLP74jVZbx9ZNP2PWrXe36B1zahzuNAQ37mhQwAmCgDBTexzLad0WrGnH0nHrpDuwf88BWG0WvPXBa7hw8MBmez6jtuG0jr1+7mb07h2Fg4dOMsgIYoqigV6voKio5tyJM5Xn2bvdzThzRvWg74CIJn/QJv/vUxQVFWPxIt8mJC9atAjR0dHY88eP2PWbB28+9w6cpS7YHBY8+O+7MTz20iatJ1isSfoCxUUlfr0uHTt2xB+/7YQkSbj8qksxbvL1uDJ2RECbULQV5w88D4C3IFxV1Va5YJREGTfETcHoK8cyN/8swJ2G4MZAg5qFXjbCrLUhryS7VZ5/7659uG3yTKQfP4F2keF4J/FN9OjVvVmfs6G0qcysfL86RlksBoSFmrFh459NXRo1M6vF4FOgUZE6pTZP1ykVKsLaeeszmnQeVcV/312G+Ph4vyYkjxs3DgtffB+FBd5UskuvvBj/eHoOQsLaRjceVVWx8sPPEe/n5Ohx48Zh46av8emGRISGt2yB89mm13kxkGUNsjKzcST1GKI7R7XwCgREmDt62z3bbLj77rsxe/Zs3jEnaqS238aCWk2IMQKC0PI/Yj//sB03XncL0o+fQLeeXZH4+fvNHmQIEKGX6+/nv3evfy1tB/bvhF+2HwKzG4Ofr1PCxYr2ts1ToyGJQHTnpt9hzcrMxoF9BxEfH+/X4yZMmIDCgkLo9Do88sz9eOXdZ9EhMgo6jaHKHz20Vf9IemglHbSSDkqNP9qKP7KkhSxqIYtKjT8aUYFGlGv8kQRNLX8kiDX+iCj/j1DtT+V/AAE5WXlI3X8E8fET/HpdJk6ciFMnT0NqYAeEAK1WQa/zYgAAv/3ye4s/f6gxAnq5enpf+R3zzp07IyQkhEEGkR/4rkfNRiPKcOjDkVHo/wTsxvoy5Wv8fcaDKC4qxoCL+uHtD19vkT7yBsUEsZ6gqqioFEeP+V7M3blzOLJzipCVXRCI5VEz87XNrVAWaJRPdw60dpFWGIxNf1sv35Fo7ITkRR/Nx+DLBjV5HcGmNNMb9Df2dSnILzir5lq0lvMHnofftv+B37b/jtHjGp5FEihGxQKbnjtORIHEHQ1qVjZ9KGRJ2yLPtfyjlbhz2j0oLirGiGsux9KkhS32od7QkL4DB0/4PM1bUTTo3rUd/vjDvxa41HoEQfBpV6Oy61TgU6cMBi3sDgO0Wqnp5zJ6U68aOyG5Z58eTV5DMGrq62I0nd2F8C3l/AHezmU7fmm5wX0aUUG4qaXTtIjaPgYa1KzKJ4Y3J1VV8ebLi/DwnLlwu90Yf8NYLHjvJegNvqWzNJ1Qb32G2+3B/gMn6vz+mc7vG40//jwKl49D4Cg4WC0N10WUF4M3R3vbjlEhADxQtE3f0ag6IdkfSUlJ6Nq9C2z2tlkgy9elZfS/wBto/PHrn822+1eVAAGRluiKGwFEFDgMNKjZGRQTTErzfMB6PB783yPP4IWnXgUA/O3u6Xj61Schy3KzPF9tdBoDJLHui7sjRzNQUuL06VwhIWZoNBLS0v27Y0qtz5cdDaGZ5miEhJhhMungUT3QBiDQKJ+QnJSUhPR031Ifyyck//XWSW02h52vS8vo2qMLDAY9CguLsH9P83cvDDW1h1bTUjemiM4tDDSoRYQYIyAE+MetpKQU997xEJYu/AgA8M9/PYD7H5vT4h/mDXWb2rvPtyJwQRDQr280ft2RGohlUQuTZQ0MhvrTBJtjR0OSRHRo7yg7rwdaXWBK78bfcD30eh2mJ0yHy1V/O16Xy4WEGQnQ63UYN/m6gDx/sOLr0vwkScJ5/fsAaP70KbPWBquubXRFIwpGDDSoRciSArshLGDny88vwO1T7sLqFWshyxq8+NbTuPWOqQE7vz+M2rrrM06dykW2jwXdPbpH4vCR0ygubrhNKgUnawO7GpLkDQICWaPRvr0dsly2UwJPQGo0gMoJyetS1mHs2LFIS6s9YE5LS8PYuLFYl7IOryx+HhZrcE3xDrRqr0scX5fm0q9snsaOX35rtudQJB3CTB2a7fxExK5T1IJs+lDkFmfB5WnahXTGqQxMv2EW/tixEwaDHvPfexmXjRgSoFX6Ry5rvVmXvft9280wGLRo186KzVt2NnwwBS2LxYC09Ow6v1/e7tnjCczAPoNBQVho5QWsR3UHpEaj3GVXDMWkqfH4eOlydOzYEePGjcPEiRNrTEjW63V4+6PXMeyKoQF77mA27MpL8faHr2FOwgOIjo6uc3L0ufa6BFK/gecDAH5rph0NASIizNH1dgskoqZjoEEtRhREhJkikZbb+NSgw4eO4rZJdyD14GE4Qu1Y9N8FOH/AeQFcpX/q6zZVUFCM48d9q7Xodz5TptoCo1ELjUaEy1X7joUY4K5THaNCq6UKejyBqdEAgPS0E3j47nnY8vW3AIAu3Ttj208/YPny5RXHdO3eBQ89cR/G33A9zJb6UwjbmmFXXoqvf1mLFR9/ho/eSaw2Ofpcfl0CpXxC+O4/96CkpDTgU9TDTR2gaFqmIyLRuYyBBrUoo2KBQbGgsDTX78f+sWMnEm6YhdOnMhDVqQPe+fhNdO7WqRlW6bv66jP27T/h07C9yAg78vOLkZtbGMilUSvwtrk1IDMzv9bvS1LgisFDQkwwmXTVn19SodE0/Q7t5ytTMPeBfyEnOxdanRb/mHcvptw2GYIgIDsrBwX5BTCajLDZred0gbPFasG026fg5hl/5esSYFHRHWB32JCVmY1df+xG/wvOD9i5LToHzDpbwM5HRHXjniG1uDBjRNmkXd99t3krpoy9DadPZaDXeTH4eNXSVg8yREEDnab2lqYulxsHDzXc0lYjiejePQI7dx0L9PKoldTX5lYoKwZXm7ij4S0AD6n2NRUqFKVpb+m5Obm4b+bDmDPjAeRk5+L8Aefhk68SMTXhRoiiCEEQYHfYKi4CeTHtxdcl8ARBQL+BZfM0fg7chHCtpEeoMTJg5yOi+jHQoBYnS1rY9L4Xhq/5ZB2m3zALBfkFGHzpIHz06RKERwSusLyxjIq5zguK1MOn4HQ2fNe6d+8o7N59vMGJ0nT2qK/NbXnqlLuJOxrtIysLwMs1tePUt5u+x+jL4/Hp8tWQJAl33f83fPz5UnTr0aVJayVqrPL0qd9+CUygIQoSIiysyyBqSUydolZhN4QhryQLLk/98yU+WPw/PPnwf6CqKkZddw2eX/BvaHXBkVdbV32GqqrYu6/hHvsWiwGKIuPkqZxAL41akUYjwWjUoqCgpMb3pADM0dDrFYSF1fzZ86juRtVnFBcV44WnXsW7b30AAOjUJRrPLXgKAy/q3+g1EgXC+eU7GtsDUxDezhQFWQpsrQcR1Y9hPbUKURDr3b5WVRUv/ed1PPHQv6GqKqbcOhkvL3w2aIIMAQIMiqnW7504mYO8vKIGz9G3TxR+/+NwoJdGQaCu9CkxAIFGdMfQWnfSVPhfCP7Hjp0Yd82NFUHGjbdMxKcbEhlkUFDoN8AbaBzYexB5ebXXPfnKpg+rtxU5ETUPBhrUakxaK/RyzYt1l8uFR+99AgtefBsAMOehOzHvmX9WFNIGA71sqnP73ZcBfZ07heF4WpbPE8Pp7GKpI9AQmjiwz+GoWQBezu1xQ6vz7XfE5XLhjZcWYkLsFOzbvR9h4aFY+NF8PPncYzAY664xIWpJoeEhaB8VCVVV8cevfzb6PDqNESGGdgFcGRH5ioEGtaowY3ugSmF4cVExZt92HxI/SIYoivjXC3Nx131/C7riyrrujOXmFSG9njkKAKAoGkRG2nEo9VQzrIyCgcGg1KihAABJbPzAPkkSEdWh7gnGqqpCURre0Ug9eARTrr8NL/77NbhcLsSOuRqrNiVhxDXD/F4TUXMrb1++o5F1GqKgQYS5Y9B9hhCdKxhoUKtSNFrY9KEAgJzsXNw68W/4Ys0GKFoFr7/zIm64eUIrr7B2dbW13efDbkaf3lH4/XemTLVl3ja3NYvCxSbsaERG2iHLdQcSDdVoqKqKj99fjutHTMDP27bDZDbhuflP4bUlL8ARYvd7PUQtobxOo7GD+yLMHaGR5EAuiYj8wGJwanUOQxj2HtyNWyYlYM/OfTBbzHjz/Vdw8dCLWntptdJqDNCINT+4nE4XUhvYpXA4TCgpcSIvv7i5lkdBwmoxICOjel65UF6j4fYv0NDrFYTXUgBelUf1QKkjder0yQz885552LBuEwDg4qEX4dnX/w8dOrb3ax1ELa3fwMbvaDgM7eqspSOilsFAg1rdnt17Mfnam3DkyFGEtwvDksQ3ENOnZ2svq06mOrpNHTh4Eq562tQKgoAe3SOx7cd9zbU0CiJmsx6CAFSd2djYHY2OUSENpn7UtaOx/vOv8Mi9TyArIwuyIuO+R+7GrXdMrVgLUTDr278PBEHA8aNpyDiVgZCwkIYfBG8dnd2PNupE1Dz4SUOtauvWrbjssstw5MhRdO3eBR9/vjSogwyg9rQpVVWx/0D9LW27d4/Avv3p8HganhZOZz9vm9vqhdsV7W1V32s0HA4TzOa6Z3OUU+GBolTuaOTl5ePhOfMwa9rfkZWRhV7n9cSK9f/F9FnTGGTQWcNsMaNL984AgB0+pk9Josy6DKIgwU8bajVr1qzBlVdeiYyMDFx88cXYtHkToqKjWntZ9dKIChRNza4/x9Oyap2bUE6vV2DQKcjIyGvO5VGQObPNrb+pUw0VgFelkYWKC6tt3/2E60dMwPKPVkAQBNw++zYsT/ko6IN4otqUp0/9tt2X9CkBEeaOFY0XiKh1MdCgVrF06VJcd911KCwsxKhRo/DVV1+hQ0QUrDrfLqpaS11D+vburb8IvFdMB/y562hzLImC2JkF4f7O0YiMsNVbAF6VrBVRUlKK5558GVPG3oajh48jKro9PvxkCR6Y+3dotRxURmenfgPPBwDs+LnhQCPE0A562djcSyIiHzHkpxb3/PPP44EHHgAA3HTTTViyZAlk2Vtc7TC0Q15JDjyqqzWXWKfa0qayswtw6nRunY+JjLDj1OlcOJ2NH9JGZyeDQQtZlir+7f2ZDK7XKwgPt/r0PB7VgxNpRzAh9n7s+mM3AGDCX8fhn//3AMxmFsPS2e388oLw7X9AVdU6U6KMigV2A+syiIIJdzSoxXg8Htx3330VQcb999+P9957ryLIALwXYqHGiNZaYr1EQar1Ttne/XXXZkiSiIgIG44ezWjOpVEQs1or06fKayNUH+Zo+FIADnh/rz779CM8PGcOdv2xG/YQOxa89zL+88oTDDKoTeh9Xgw0Gg2yMrJw7MjxWo/RiArCTcGdekt0LmKgQS2itLQUN998M1588UUAwHPPPYfnnnuu1qJUs9YGrSb4phMbFXONC7+SEieOHDld52N69ojE7j21fzDSuaFqnUZ5jYa7gR0Nu93oUwH4qVNp+NcTd+PD9xfA5XTiipGX4/NNybjm2iubtmiiIKLVaRHTpwcA4NuNW3H08DFkZmRBLWvpJkBAhCW6YseQiIIHU6eo2eXn52PChAlISUmBRqPBkiVLMHXq1DqPFwQBYcZIHM3Z34KrbFht9Rn7D5yAu46WtmazHk6nB4WFdReJU9vnbXMrQFVVSFLDqVPeAvD6W3iqqopNG9diyZIXUVRYAK1Whzvvn4075tzETjvU5uTm5EKr00Kj0eCRex+v+HrX7l1w4y0TMeO2O6DTNByYE1HLY6BBzerUqVMYPXo0tm3bBoPBgKSkJIwaNarBx+lkAyw6B3KLM1tglb4QoJerp6F4PB7sP3Cizkd06xKOX3/jBPBznSSJMJm0yMsrrlIMXnfqVGSEDYpS91tzbm42Fr79LLZ+/zUAoGfPvkiYdT+GXtmDQQa1OZu/+gZzEh5AUVExxo0bh4kTJ8JutyMrKwtJSUl45vEX8dqzbyIxMRGxsbGtvVwiOgMDDWo2hw4dwsiRI7F3716EhIRg9erVGDx4sM+PDzG0Q35JDjxq6xdR62VjjW35o0czUVxcWuvx0R1DkXr4dMXWPp3brBYD8vKKIQjlA/tqb3ag08n1FoD/8vN3eGPBv5GdnQFJkjBxUgLGxk1BsbsQipZpI9S2bP7qG9w+ZTZGxo7E4kWLERFRvX5v4sSJSE9PR0JCAsaMGYNVq1Yx2CAKMgw0qFns2LEDo0aNQlpaGqKjo7Fu3TrExMT4dQ5J1CDE0A6nClq/xqG2aeB799fe0laWJRiMWhyup3aDzi0WiwE4llkldar2HY3ojqG17koUFxfh/aWvY/26FQCADlGdMfvueeja1fs75XF6ap0KTnS2ys3JxZyEBzAydiQ+WfkJNJraf74jIiKwcuVKxMXFYdKkSUhNTYXNZmvZxRJRnVgMTgG3ceNGDBs2DGlpaejbty++/fZbv4OMchadA4pUc0BeSzOc0dY2IzMPmZn5tR7bo3sk9jUwV4POLXq9AkXR1DtHo64C8L17/sA/HrilIsi4dvRkPPPMOxVBBgB44IFWx0CD2o7k/32KoqJiLF60uM4go5xGo8HChQtRWFiIpUuXttAKicgXDDQooJKTkxEbG4vc3FwMGzYMmzdvRocOHRp9PkEQEGZqH8AV+k8r6SFL1Yed1TWgz+EwISsrH646CsTp3GW1Giong58RaIiiUKMA3OVyIfHjRXjs0TuQlnYEISHheGzuq7jl1jlQtNrqj5e8tSBEbYGqqvjvu8sQHx9fI12qLpGRkRg/fjwWLFjAlFWiIMJPJgqYN998ExMnTkRJSQni4uKQkpISkC1svWyEWWtv+gIbyaitvptRWFSCY8drFqkLgoCIdjakpWe30MrobGKx6CvSopzOUhQW5lVcEEVG2KsVgB87dgiPPXI7li9bAo/HjcuGjcTzL76P8/tdVOu5ZZlF4NR2ZGVm48C+g4iPj/frcfHx8di9ezcyM4OliQgRca+dmkxVVTz55JN4/PHHAQC333475s+f3+B2tz9CjO2QX5oDVW35nQLDGfUZBw6cgMdT845Z585hOHDwZEsti84iBQV52LJ5Ndav/S8AIDPjOF57eSZCw9rjwouuQUzPGwF4azfWpSTj/fdfh7O0FEaTGTNmPIChl15d7/k1CgMNajsKCwoBAHa7fzeYyo/Py8tDSEj9LaKJqGUw0KAmcbvduOuuu/Dmm28CAObOnYvHH3884G02NaKMEEM7nC5o2doHjShX68/ucrlrDSZ0OgUet6fOLlR07tq+/Xu8/OJclJYWY/z48ZgwYUJFe87ly5cjOflDbN6YhOkJ92HTxjX49dcfAAD9+1+MmbMegSMkrN7zq1Ch1XFzmtoOg9E75DIrK8uvx5UfbzabGziSiFoKAw1qtOLiYkyZMgXJyckQBAHz58/HzJkzm+35rLoQ5BZnodRd3GzPcaYzh/QdPnIaJSXOGsd16hSK3btbvzsWBZft27/HM/95ELGxI7F4cd3tOadPn47XX3sSqqpCVhRMnTobsaPG+xSwezweKOw4RW2GgOjIzujZsyeSkpIwceJEnx+ZlJSEmJgYOByOZlwfEfmDt8GoUbKzszFq1CgkJydDURQkJiY2a5ABeGsgQo2RzfocZzKe0W1q3/70Gse0C7cinXUZdIaCgjy8/OJcxMaOxCeffFJnUWtERAQ++eQTjBo1ChqNBk88MR+j/hLv866gR3VDyxkadJbz7lpHoLOjFyIs0Zg1axaSkpKQnl7zPbc2aWlpSE5OxqxZszi4kiiIMNAgv6WlpWH48OHYuHEjLBYL1q5diwkTJrTIcxsUE0xK3QPNAkkQxGrTwE+eykFOTmG1Y7xTn3U1vk608evPUVpajMWLfWvPuXjxYgDAnj1/+PU8qsodDTp76WUTIsyd0MkeA7shDBrR+7M8bdo0GAwGJCQkwOWqfcBlOZfLhRkzZsBgMODmm29uiWUTkY8YaJBf9uzZg6FDh2LHjh2IiIjAxo0bccUVV7ToGkKNkRBa4EfXKJur3RmrraVtp46hOJR6qtnXQmcXVVWxfv1KjB/vX3vOcePGYf36FX6153Srbg7ro7OKKEiw6kIQbe+JDtYuMGktNXYhbDYbEhMTkZKSgri4OKSl1V6fl5aWVtHlcNmyZRzWRxRk+OlEPtu2bRuuvfZanD59Gt27d0dKSgq6du3a4uvQSDIchnBkFPq2pd5YVesz8vOLcTytemGi2axHXn4R3JyZQWfIy8vBsaOpmDDhOb8eN2HCBCxbtgz5+bkwm33buVNVlYEGnRUUSQerLgRmnQ2i0PDNotjYWKxatQqTJk1CdHQ0xo8fj/j4+IpmCklJSUhOTobBYMDq1asxcuTIFvhbEJE/+OlEPlm3bh3Gjx+PgoICXHjhhfj8888RHh7eauux6r2F4U5PSTM9gwCDUpk2VVttRni4Bfv3n2im56ezWXFxEYDGt+csKir0OdDwqG5odazRoGAlwKRYYNWHQC8b/X50bGwsUlNTsXTpUixYsACJiYkV34uJicELL7yAadOmwWptmZRaIvIPAw1q0EcffYRp06bB5XLhmmuuQVJSUqu3DxQFEaGmSKTlHmqW8+tlA6SyXGGn041DqdVb2kZG2HD0KIdCUe10Om9L5Ma259TrDT4/RhVUyDIDDQoukiDDqnfAorNDI8pNOpfNZsPdd9+N2bNnIzMzE3l5eTCbzXA4HCz8JgpyrNGger300kuYMmUKXC4XbrzxRqxatarVg4xyRsVco/1s4M5ded5DqSfhdLor/n9ZliCIYq1tbokAwGy2okNUJyxfvtyvxy1fvhwdojrBZPL951qWBV5sUdDQy0ZEmKPR2REDhyG8yUFGVYIgICQkBJ07d0ZISAh/7onOAgw0qFaqquIf//gH7r33XgDAnDlz8MEHH0BRlFZeWXXewvDAf9iUt7VVVRX7z0ibat/egePHuZtBdRMEAddcE4fk5GS/2nOuWLEC11wzzq8LKFnLt3FqXYIgwqJzINrWAx2sXWHSWhkEEBEABhpUC6fTiVtvvRXPPvssAODpp5/GSy+9BFEMvh8XWVJgN9Q/OdlfiqSDLGkBAOnp2cjLrxwQaLMakHE6N6DPR23T8BHXQlF0mD59uk/tORMSEqAoOgwf8Re/nkcTuBvGRH6RJS1Cje3R2d4L4aYOUDS61l4SEQWZ4LtypFZVUFCAuLg4vPfee5AkCe+88w7+8Y9/BPXdKZs+DBoxcDstVYf07a2ymyEIAkxmPfILmqsAndoSo9GMv9/7JFJS1mHs2LH1tuccO3YsUlLW4Z57/wWj0b/URFnh2zi1JAFGxYL2li7oZO8Jmz4EksgaISKqnaD607Cd2rSMjAyMHj0aW7duhV6vR2JiIsaMGdPay/JJfkku0vNSA3KuKGs36GQDcnILsW79rxVfj4y048SJbHg8/JUh323f/j1efnEuSkuLMW7cOEyYMKGiPefy5cuxYsUKKIoO99z7L/QfMNivc3tUD6ztS9G9Z2gzrZ7ISxI0sOgcsOoc0EjcRiMi3zDQIADA4cOHERsbi127dsFut2P16tUYMmRIay/LL8dyDqLImd+kc0iCjM6OGAiCgJ9+PoADB73ta3U6GTqdjOxsTgAn/xUU5GHj12uwfv0KHDtaGRB3iOqEa64ZhxEjroXBaKrnDLVze5xo11VAx062AK6WqJJOY4RV74BJYd0FEfmPgQbh999/x6hRo3Ds2DFERUUhJSUFffr0ae1l+a3UVYLD2XsBNP5H2qJzINzUAaWlLqz+/Ce4yobxdWjvwDEWgFMTqaqK/PxcFBUVQq83wGSqORHZH6XuEnTpoyA8Ijg6wVHbIECEWWeDVeeAVqNv7eUQ0VmMczTOcVu2bMF1112H7Oxs9OnTBykpKYiKimrtZTWKotHCpg9FdtGpRp+jvD7j4KGTFUGG3WbEyVM5AVkjndsEQYDZbPV5GF9DPKoHCqeCU4DIohZWvQNmrZ11F0QUEPyEasNUVUVGRgby8/NhMplq9B3/9NNPMXnyZBQXF2Po0KH47LPP4HA4WnHFTecwhCGvOBtu1f8ZFwJE6GUTPB5PxSRwSRIhSWK1ORpEwUJV3dAy0KAmEWBQzLDpHNDLJqZHEVFAsV1JG5SdnY1XXnkFvXv3RlhYGLp06YKwsDD07t0br7zyCrKzs7Fo0SKMGzcOxcXFGDNmDNavX3/WBxkAIAoSQk0RjXqsQTFBFEQcO56FwkJvZ6mwUDNOZ+QFcolEAePd0eCdZ/KfKGhg04ehk70n2ls6waCYGWQQUcCxRqONSUlJwaRJk1BYWIj4+HjEx8dXdLhJSkpCUlISZFlGUVERAOC2227DW2+9BY2mbd0VPZp9AMWuAr8eE26KgkVnx4aNv+P06TwYDApUVUVRESeAU3Aqcudh6JWRrb0MOotoNQZYdQ6YtFaIAu81ElHzaltXl+e4lJQUjBkzBrGxsVi0aBEiIqrf2Z84cSLS09Nx2223Ye3atZg8eTIWLVrUJu9ihZna40j2PvheGC7AqJiRlZWP06e9OxgGgw6nOZyPgpisbXu/uxR4AgSYtDZY9SHQsbibiFoQdzTaiOzsbHTq1AnDhg3DypUr692hcLlcGDt2LLZs2YLU1FTYbLaWW2gLOpV/HDnFGT4dq9MYEWXrih+27UPq4VNw2E3Iyi4Afz0omAmGQgwYFN7ay6AgpREVWHUOWHR2SCLvKxJRy+O+aRvx3nvvobCwEIsWLWowDUqj0WDRokUoLCzE0qVLW2iFLc9haAdJ8O3D1aiYUVRUiiNHT0PWSCgtdTHIoKAnK9zRoJoMshmRlk7oZO8JuyGMQQYRtRoGGm2Aqqp44403EB8fXyNdqi6RkZEYP348FixY0GYvqCVRQojRt9fDqFhw4OAJeDwqzBY98guKm3l1RE3HQIPKiYIEmz7UW9xt7Qyj0rQZLUREgcBAow3IyMjA7t27ER8f79fj4uPjsXv3bmRmtt1BdGatDTqNod5jZEkLSZBx4MAJGA1a5ORw+jcFPxUqFC3fws91WkmPcFMUOjt6IdQYCVnStvaSiIgq8FOqDcjPzwcA2O12vx5XfnxeXttt3yoIAkJN7es9xqhYcORoBopLnJAkEe6yQX1Ewczj4bC+c5cAs9aGKGs3dLR3h0VnZwcpIgpK/JRqA0wmEwAgKyvLr8eVH282mwO+pmCi0+hh0TmQW+zduVFVFVmZ2SgsKITBaED7Ll2wfd8BWK0G7mbQWcOjuqHV8u71uUQjyrDqQmDW2aFh3QURnQX4TtUGhISEICYmBklJSZg4caLPj0tKSkJMTEybGNTXkBBDOxw/eQTL/7sC/313GQ7sO1jxve7de+DyEWNwxYjR0OrqT7MiChaq6uFU8HOEXjbBqguBkUP1iOgsw73WNkAQBMycORNJSUlIT0/36TFpaWlITk7GrFmzzokPri/Wf4nhA2PxzOMvYtCFFyMxMRHr169HYmIiLrjgAix99zX87fY4bN/+fWsvlcgnbtXNQKMNEwUJVl0Iom090cHaBSYti7uJ6OzDORpthL9zNOLi4rB58+Y2PUejXEODDAEgPT0d06dPR0rKOvzj4WcxYMAlrbBSIt8VufIx9CrfuqrR2UORdGXpUVaIgtTayyEiahIGGm1I1QvqhQsXIjIyssYxaWlpmDFjBlJSUrB69WqMHDmyFVbachozyPDrrzdh/htJMBrbdu0Knd3cYiEuGsZhfW2DAJNigVUfAr1sbO3FEBEFDAONNiYlJQWTJk1CYWEhxo8fj/j4eNjtdmRlZSEpKQnJyckwGAxYtmxZmw8yAOCVV17B/fffjyNHjvg0YyQtLQ3R0dG4aepduHb0pBZYIVHjiPpi9L84tLWXQU0gCTKseu/kbo0ot/ZyiIgCjoFGG5SdnY2lS5diwYIF2L17d8XXY2JiMGvWLEybNg1Wq7UVV9gyVFVF7969MWDAAPzvf//z+XGTJk3Ct9/9gBdf+og50RS0tNZS9BnQ9hs5tEV62VhW3M26CyJq2xhotGGqqiIzMxN5eXkwm81wOBzn1Ifa6dOnERYWhsTERL+6cSUmJmLy5MlY/M4amM1tPyCjs5Mx1Ime5/k3O4dajyCIMGttsOlCoGh0rb0cIqIWwZYlbZggCAgJCUFISEhrL6VVNHWQYVFRIQMNClqycu7cNDibyZLWW9yttUESWdxNROcWBhrUZjV1kKFez5kaFLw0WgYawUuAUTHDqguBQTG19mKIiFoN52hQm1V1kKE/kpKS0KNHTwy7rD/aR9qh0fAuJAUXj+qBVsufy2AjCRrY9eHobI9BpKUTgwwiOudxR4ParPJBhvfffz/S09N97jqVnJyMF154AT26R6JH90h4PB5kZOTjxMlsnDiRg8ys/BZYPVHdPKobisIuRcFCpzHCqnPApLWeU3VwREQNYTE4tWnNMciwpMSJk6dyceJENk6czEFhYUkzrZ6odqXuEvQbYoFez2CjtQjwFndb9Q5oNfrWXg4RUVDijga1aTabDYmJiRgzZgzi4uJ8HmRY37R0rVZGx6gQdIzyFtnn5hXh5MkcnDiRjZOncuFyuZvrr0MEoDx1im/frUEjKrDpQ2DW2lncTUTUAO5o0DmhpQYZMs2KWoJbKMZFl3NYX8sRYFDMsOkc0MsmpkcREfmIgQadM1pjkCHTrKg5iNpS9L+Ew/qamyhoYNHZYdU5IEtKay+HiOisw0CDzjmtOcgwN6/Im2J1ModpVtRoWrMLfS6wtfYy2iytxlBR3C0KbM5IRNRYDDSIWgnTrKixjKFu9DyPwyQDSYAAk9YGq84BncwZOkREgcBAgyhIMM2KfGVrr6JLD3NrL6NN0IgKrDoHLDo7JJEF9kREgcRAgyhIladZnTiRg1OncuBye1p7SRQkQjup6NiZgUZTGGQzrHoHDLKZxd1ERM2EgQbRWYBpVlRVZHcgogOnTvtLFKQqxd3a1l4OEVGbx0CD6CzENKtzlwoVnftKcISwjsBXWkkPi94Bs9bG4m4iohbEQIOopmRlQAAACLRJREFUDWCa1bnD7XGj9yAdjCbeka+fAJPWCqvOAb1sbO3FEBGdkxhoELUxTLNq25zuUgwcZoUscyp1bTSiDIvOAYvOAQ2Lu4mIWhUDDaI2jmlWbYvLU4JBV4S09jKCjl42waoLgVFhcTcRUbBgoEF0jmGa1dlNkF0YMNTW2ssICqIgway1waoLgaJhKhkRUbBhoEF0DmOa1dlHa/Kgz4WW1l5Gq1IkHay6EJh1VogCU8iIiIIVAw0iqsA0q+BntKvo2e9cnKEhwKRYYNWHsLibiOgswUCDiOrENKvgY28HdO517szQkAQZVr29rLhbbu3lEBGRHxhoEJFPmGYVHMKiRUR1afszNHQaI2z6EBgVC4u7iYjOUgw0iKhRmGbVOtp3l9Cug761l9EsBIgw67zF3VqNrrWXQ0RETcRAg4gCgmlWLaNTHw0cYW3rIlyWtN7ibq0NksjibiKitoKBBhEFHNOsmk+3ATIs1rbQylWAUTHDqguBQTl3ak6IiM4lDDSIqNkxzSowPKoHfS8xQKs7eydeS4IGFp0DVp0DGonF3UREbRkDDSJqcUyzahyXx4kLh9sgimdfcbROY4BVFwKT1sribiKicwQDDSJqVUyz8p2g8WDApWfPsD4Bondyt94BraZtFrATEVHdGGgQUVBhmlXdFL2K8y4O/mF9GlGBTV9e3H32pnkREVHTMNAgoqDGNKtKJpuAHv2Ddyq2QbHApnNAL5uYHkVERAw0iOjsca6nWdnbSejcK7hSkERBA4vODqvOAVlSWns5REQURBhoENFZq2qaVfqJbBQVlbb2kppVu44y2ncNjta2Wo2+orhbFMTWXg4REQUhBhpE1Ga09TSrDt20CI9qvZawAgSYtDZYdQ7oZEOrrYOIiM4ODDSIqE1qi2lWnXpr4Qhv+UBDIyqw6hyw6Ows7iYiIp8x0CCic0JJiRMnT+bgxMmcszbNqls/HSz2lrvQN8hmWPUOGGQzi7uJiMhvDDSI6Jx0NqZZxVykg8HYvIGGKEhViruDox6EiIjOTgw0iOicdzakWalQ0e9SIzSa5im81kp6WPQOmLU2FncTEVFAMNAgIjpDUKZZiSoGDgv0sD4BJq0VVp0Dejl453MQEdHZiYEGEVEDgiHNSqsT0GdwYIIBSZTLirsd0LC4m4iImgkDDSIiP7R0mpWqqsjLy4Ekl6LPIDvsDlujC7P1sglWXQiMCou7iYio+THQICJqgvI0q/STOTgRwDSrgoI8bPz6c6xfvxLHjqZWfL1r9y648ZaJGH/D9bBYLQ2eRxQkmLU2WHUhUDQs7iYiopbDQIOIKIACkWa1ffv3ePnFuSgtLcb48eMxYcIE2O12ZGVlISkpCUlJSdDrdXhl0XMYduWltZ5DkXSw6hww62wQBampfy0iIiK/MdAgImombrcHGZl53sJyH9Ostm//Hs/850HExo7E4sWLERERUeOY9PR0TE+YjnUp6/D2h69VCTYEmBQLrPoQFncTEVGrY6BBRNRCGkqzKijIw50z4zFixOX45JNPoNHUXajtcrkwNm4sNm/ahM3bv0THiE5lxd0tPzmciIioNgw0iIhayZlpVp9++l988P58HDlypNadjDOlpaUhOjoazz//PObMmdMCKyYiIvIdAw0ioiDgcrnRu3dvXHjhBfjf//7n8+MmT56MX3/9FTt37mQnKSIiCioc/0pEFASys7Owb99exMfH+/W4+Ph47N69G5mZmc20MiIiosZhoEFEFATy872F4na73a/HlR+fl5cX8DURERE1BQMNIqIgYDKZAABZWVl+Pa78eLPZHPA1ERERNQUDDSKiIBASEoKYmBgkJSX59bikpCTExMTA4XA008qIiIgah4EGEVEQEAQBM2fORFJSEtLT0316TFpaGpKTkzFr1iwWghMRUdBh1ykioiCRnZ2NTp06YdiwYVi5cmWDczTi4uKwefNmpKamwmaztdxCiYiIfMAdDSKiIGGz2ZCYmIiUlBTExcUhLS2t1uPS0tIQFxeHlJQULFu2jEEGEREFJe5oEBEFmZSUFEyaNAmFhYUYP3484uPjYbfbkZWVhaSkJCQnJ8NgMGDZsmUYOXJkay+XiIioVgw0iIiCUHZ2NpYuXYoFCxZg9+7dFV+PiYnBrFmzMG3aNFit1lZcIRERUf0YaBARBTFVVZGZmYm8vDyYzWY4HA4WfhMR0VmBgQYREREREQUci8GJiIiIiCjgGGgQEREREVHAMdAgIiIiIqKAY6BBREREREQBx0CDiIiIiIgCjoEGEREREREFHAMNIiIiIiIKOAYaREREREQUcAw0iIiIiIgo4BhoEBERERFRwDHQICIiIiKigGOgQUREREREAcdAg4iIiIiIAo6BBhERERERBRwDDSIiIiIiCjgGGkREREREFHAMNIiIiIiIKOAYaBARERERUcAx0CAiIiIiooBjoEFERERERAHHQIOIiIiIiAKOgQYREREREQUcAw0iIiIiIgo4BhpERERERBRwDDSIiIiIiCjgGGgQEREREVHAMdAgIiIiIqKAY6BBREREREQBx0CDiIiIiIgCjoEGEREREREFHAMNIiIiIiIKOAYaREREREQUcAw0iIiIiIgo4BhoEBERERFRwDHQICIiIiKigGOgQUREREREAcdAg4iIiIiIAo6BBhERERERBRwDDSIiIiIiCjgGGkREREREFHAMNIiIiIiIKOAYaBARERERUcAx0CAiIiIiooBjoEFERERERAHHQIOIiIiIiAKOgQYREREREQUcAw0iIiIiIgo4BhpERERERBRwDDSIiIiIiCjgGGgQEREREVHAMdAgIiIiIqKAY6BBREREREQBx0CDiIiIiIgCjoEGEREREREFHAMNIiIiIiIKOAYaREREREQUcAw0iIiIiIgo4BhoEBERERFRwDHQICIiIiKigGOgQUREREREAcdAg4iIiIiIAo6BBhERERERBdz/A6YX6TMZLUsTAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=(10, 10))\n", - "ax = plt.subplot(111)\n", - "xgi.draw(H, pos, node_size=10, ax=ax)" - ] - }, - { - "cell_type": "markdown", - "id": "39e2d438", - "metadata": {}, - "source": [ - "We can even size/color the nodes and edges by NodeStats or EdgeStats (e.g., degree, centrality, size, etc.)!" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "03902a8e", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=(10, 10))\n", - "ax = plt.subplot(111)\n", - "xgi.draw(\n", - " H,\n", - " pos,\n", - " node_size=H.nodes.degree,\n", - " node_lw=H.nodes.degree,\n", - " node_fc=H.nodes.degree,\n", - " ax=ax,\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "6c336fa8", - "metadata": {}, - "source": [ - "### Degree\n", - "Using its simplest (higher-order) definition, the degree is the number of hyperedges (of any size) incident on a node." - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "36596a26", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "centers, heights = xgi.degree_histogram(H)\n", - "\n", - "plt.figure(figsize=(12, 4))\n", - "ax = plt.subplot(111)\n", - "\n", - "ax.bar(centers, heights)\n", - "ax.set_ylabel(\"Count\")\n", - "ax.set_xlabel(\"Degree\")\n", - "ax.set_xticks(np.arange(1, max(centers) + 1, step=1));" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "6ac0cf46", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "venv_xgi", - "language": "python", - "name": "venv_xgi" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.13" - }, - "toc": { - "base_numbering": 1, - "nav_menu": {}, - "number_sections": true, - "sideBar": true, - "skip_h1_title": false, - "title_cell": "Table of Contents", - "title_sidebar": "Contents", - "toc_cell": false, - "toc_position": {}, - "toc_section_display": true, - "toc_window_display": false - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/tutorials/Tutorial 7 - Convex hulls hypergraph plotting.ipynb b/tutorials/Tutorial 7 - Convex hulls hypergraph plotting.ipynb deleted file mode 100644 index b470c80f8..000000000 --- a/tutorials/Tutorial 7 - Convex hulls hypergraph plotting.ipynb +++ /dev/null @@ -1,273 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Drawing a hypergraph " - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import xgi\n", - "import networkx as nx" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This is a simple example to show how the function to draw a hypergraph with hyperedges displayed as colored convex hulls work." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "H = xgi.Hypergraph()\n", - "H.add_edges_from([[1, 2, 3], [3, 4], [4, 5, 6, 7], [7, 8, 9, 10, 11]])\n", - "pos = xgi.barycenter_spring_layout(H, seed=5)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The default set-up gives the following drawing:" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(, )" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "xgi.draw_hypergraph_hull(H, pos)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In the same way as in the standard `xgi.draw()` function we can -for example- modify the color of the nodes, the hyperedges and of the dyads of our hypergraph:" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(, )" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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cIPPt1hWs4/XY1ymJKmGiYyJpqWmnfJxpmvg6fTiiHBojcA5qGmvY2r6V6xqu4+tjv37SjA0RERn8BsSZAYBpl01jWsM04nxx7OnaQ21N7SkfZxgGEa4IFYFzlBSbRJwljs3uzews3xnqOCIiEgIDpgzYbDZmjZrF1XVX4ww4+bjrY4pLi8N+IaGLZRgGY2O7pxoubVuqqYYiImFowJQBgISEBG4YegOfO/I5UrtS2Wfdx/aK7ScNKpTzE+OOOT7VcH35+lDHERGRPjagygBAcnIyt028jS/WfZH8hnxaAi2sqVlDRX2FRsRfhBEJI+iwdrAysJL6xvpQxxERkT40YAYQnkp7ezury1az0rKSYlcxsZZYxsWPI9p1tvWJ5VSKa4o52HWQ2U2zuXP8nRp3ISISJgZ0GQAIBoNU1FSw5MgSCtwFNDgaGGobSl5iHna7lh8+HwF/gDVVa0jpTGG+ez5DM4aGOpKIiPSBAV8GjvH7/Wwt3cqSziXsi94HVhjvGk9yXLK+4Z4HTTUUEQk/g6YMHNPS2sLy0uWsdqzmcNRhki3JjE0cizPSGepoA4JpmhRUFmDtsvIt41tMGjop1JFERKSXDboyAN2XDg5VHuKd+nfYGr2VNnsbIx0jGZI4BKvVGup4/V5LawsfNn/I1IapfHfEd3E6VaRERAazQVkGjunq6uKj0o9Y5l/GAfcBIowIxseMJy46TpcOziAYDLKzaict3ha+6vkqnx392VBHEhGRXjSoy8AxdQ11vFvxLuud66mOrCbTyGR04mgcEY5QR+u3PB4Pq+pWMaZlDN/L+B4JcQmhjiQiIr0kLMoAdF8L31O+h3ea32FXzC66rF2MjRpLenw6hjHgllvoE4dqDnHIc4jbW27njnF36GyKiMggFTZl4JiOjg5WlaziA+MDDrkOEWOJYXz8eK1NcAp+v5+11WtJ7Ujl0ehHyUnPCXUkERHpBWFXBqD7mnhlbSWLqxdT4C6g3lFPni1PaxOcQnVDNds7tnNd/XXcP+5+TTUUERmEwrIMHOP3+9lWuo13O99lb/Regtag1ib4J6ZpsrFyI/YuOw8bDzNx6MRQRxIRkR4W1mXgmGNrE6xxrKE8qpwkSxJjE8YS5YwKdbR+obm1mfXN65neMJ1HRjyiqYYiIoOMysBRx9YmWFK/hC3RW2ixtzDSMZKchBystvBem+DTUw2/1vU1Zo6aGepIIiLSg1QG/onX6+Wjko94z/8eB9wHsBt2Lom5JOzXJvB4PKyuW82YljE8lvGYphqKiAwiKgOnUd9Yz7uHu9cmqIqs0toEwMEjBynpKuH2ltu5fdztYV2OREQGE5WBMzBNk32H97G4eTE7onfgsXkY4xxDRnxGWK5N4Pf7WVO9hrSONB6LeYwhaUNCHUlERHqAysA56OzsZHXJalZYVlDsKsZtcTM+bjwx7phQR+tz1fXVbO/czvUN13Pf2Ps01VBEZBBQGThHwWCQ6rpqFlctpsBVQG1EbViuTWCaJh9VfoSjy8G3rd/mktxLQh1JREQuksrAefL7/Wwv287ijsXsjd6LaTUZFzWOlLiUsLl00NTaxIbmDVzeeDmPjHiEyMjIUEcSEZGLoDJwgdra2lheupzV9tWURZWF1doEwWCQHVU7aPW2cp/3Pq4ZeU2oI4mIyEVQGbgIwWCQ4qpiltR1r03QbG9mhH0EuYm5g35tgmNTDce2jOV7md8jLjYu1JFEROQCqQz0AK/Xy8aSjSzzL6PQXYjNsDE+ejwJMQmDevpdUU0RZZ4y7mi5g9njZg/qYxURGcxUBnpQQ1MD75a/y4fOD6mKrCLDyGB04mgiIiJCHa1XHJtqmN6ezqOxj2qqoYjIAKUy0MOOrU2wpGkJO2J20GHrYEzkGDITMgflAMPq+u5dDW9ovIF54+ZhtQ7uyyMiIoORykAv6ezsZG3pWt7nfQ65Dg3atQk01VBEZOBTGehFx9YmWFK1hI2ujdRG1JJrzWV40vBBtTbBsamGVzRcwbdHfltTDUVEBhiVgT7g9/vZWb6Txe2L2RO9h4ARYJxr8KxNEAwG2V61nXZvO/d57+PqkVeHOpKIiJwHlYE+1NbWxvul77PKvooyZxmJRiLj4scRFTXw1ybo9HSyum4145vH81jWY5pqKCIygKgM9LFgMEhpdSmLaxezOXozTfYmRtpHDoq1CYqOFFHWpamGIiIDjcpAiHi9XjaVbmKpbyn73fuxGTYmuCeQEDtw1ybw+XysObKGzPZMHot7jKzUrFBHEpFe1NXVxeOPP87yDctpsbXgs/mwGBasXitD44fy0N0Pce0115KWlhbqqHIWKgMh1tDUwNLypax3rqcisoJ0I50xiWMG7NoElfWV7OrYxQ1NN/C1sV/TVEORQaihoYEbZ99IsbMY72gvgawAQVeQoO3onxM/WDotWJutWA9bSfIlMTZ1LJcNuYwpI6dwyYRLSEtLG7BffAYjlYF+wDRNCisKWdy4mO0x2+mwdTA6YjRZiVkDboChaZqsr1yPs8vJI7ZHGJ8zPtSRRKQH/frXv+Y/l/4nnhke/EP8YIKtyYYr6MLtcGMYBh2+DsxIEyPWoKGrgaARhABY2ixYW7oLQqIvkbEpY7ks+5OCkJ6eroIQIioD/YjH42FtyVpWsIIiVxFRligmxE4gNjo21NHOS2NLIx+1fMSMhhk8PPJhTTUUGSTuf+B+3mp7i64ZXQRtQRJaEnjwaw+SnJx82ud4vV6qqqooqyyjpK6EipYK6jx1BC1HC0L7JwUhwZvA2OSxXJp1Kfkj87lkwiVkZmaqIPQBlYF+qLqumiWVS/jI9RG1EbXkWHMYkTRiwKxN8Omphvd77+eqkVeFOpKIXKSFf1vIY+8+hucaD0aDwX0338eYMWMu6LV8Ph9VlScXBNNinlgQKqzEe+IZkzyGSdmTmDJiChMnTCQrK0sFoYepDPRTgUCAHWU7WNK2hN0xu/Fb/Yx3jiclfmCsTdDR2cGa+jWMbx7P97K/R2zMwDq7ISKf2PbxNm753S00TWvC0eTg8QcfJza2Z9/TPp+P6urqTwpCUwW1nlpMTAh2X2IwWgxslTZiO2IZmzyWSdmT+MzwzzBxwkSGDBmignARVAb6uba2NlaUrmC1bTUlrhISLYmMiR+DO8od6mhnVXikkMOew9zZdie3jr1Vb1SRAWjX7l3c9O83UX95PTlROTxw2wM4o5ynfKxpmvg6fdid9h750vLpglBaV8rhpsMnFoT2owWhwkZMRwxjko6eQRjefQYhJydHnzvnSGVgAAgGg5RVl7G4djGb3JtocjQxwj6C3MRcbDZbqOOdls/nY031GrI6sng07lFNNRQZYAoLC/nCM1/gyPQjZLuyeeiOh04506l8ezkrnl3BpkWb8Hv82CJtTJk7hVnzZ5E9MbtHM/l8Po4cOUJ5ZTkldSXdBaGzFj9+LEFLd0Fo7S4I0W3R3ZcYsk4sCAPh7GpfUxkYQHw+X/faBF1L2R+9H6vFyoTo/r02QUVdBbs7d3ND4w18bZymGooMFCUlJXz+Z5+ncmolaa40Hr79YZzOk88IFLxUwIJ7FoAbzOEmRAOtYBQZ0AbzFs4j/678Xs3q9/s5Un20INSWcLj5MDUdNQQsge4zCB2fFAR3q5sxSWO4NOtSojxRZGdm8+UvfxmHw9GrGfs7lYEBqKm5iaXlS1kXsY5KZyVpljRGJ47ul6P2j001jOqK4hHbI4zLGRfqSCJyFocPH+aGH99A6WdKSYpO4pE5j+ByuU56XPn2cp6Z/AxmnglXAp/+wm0Ca8E4ZPDElid6/AzB2QT8AY7UHKG84pMzCEc6jhDgnwrCYRvWcitxtXE8Of9J7rrrrj7N2V+oDAxQpmlSVFnE2w1vsz1mO+3WdsZEjiEzIbPfffs+PtWwfgbfHP7NU36oiEj/UF1dzQ1P3MDBSQeJj4nnO7O/Q3R09Ckf+8K8F9j4+kbMOeaJReAYE4xXDKbNnsa9C+7t3eDn4NMFobCykN0lu/FF+Qhag1gbrTi2OkguSub9198nIyMj1HH7lMrAAOfxeFhXso73ef/42gTjY8cT647ts0sHZxs0FAwG2Xp4K56Ahzk1c7gl/5Y+ySUi56e+vp4bvn8D+y7ZR0xsDN+99bvExp161oBpmjziegT/OD9MOsOLbgPbbhu/7/h9v7yc2dTUxIsvvUhxezFmkomtxIbzfSd/efIvfPaznw11vD6jMjBIHKk7wrtV77IhagM1ETXkWHMYnji8V6+Dnc+goYbGBgraC7is8TLudt/N0KFDey2XiJy/pqYmbvr/bmLH2B24E9x856bvkJCYcNrHd7V38R33d+AaYPgZXrgIWAW/a/8djqj+e13eNE1++4ffUh5RjtFqEPVOFG/88g2mTp0a6mh9QmVgEAkEAuwq28U7be+wJ2YPPquPcc5xpMan9vjo2QsZNLTx0EYClgB3VN3BjZff2KN5ROTCtba28sV/+SJbRm7BmejkkRsfOeOqgjB4zgz8s2XLlrHs4DIsrRaiX42meF3xgFnw7WJofsUgYrVamTh0IvPz5nNn251ktWexo3MHmyo30dbR1mM/p3x7OQvuWYCZZ3ZfK5xE9zeDSWDOMTHzTBbcs4Dy7eUnPC/ZSKbV3kqVowp1UJH+oaOjgzt+cAdbhm3BkeDgoc8/dNYiAGAYBlPmTun+AmCe5kEmGAcM8ufmD4giAHDddddxZcaVmAkmHdd2cN1N14U6Up9QGRiEXC4XN4+9mfmx8/lsw2cJeoOsbVjLgSMH8Pv9F/36K55dAW5OHj3M0f++EnDBymdXnnBXanIqBKHeXk9jY+NF5xCRi+PxeLjrB3fx0ZCPsKXYeOhzD5Geln7Oz581fxa0AWs5uRCYwBqgHWbOn9lzoXuAaZp0tXdhmqduMV/84heJqYvBN8LHXvteGhoa+jhh31MZGKQsFgtD0obw9TFf50HzQS5puoTyrnLWVq2lrqnugr+Zm6bJpkWbui8NnO5fjwHmCJOCRQUn/ByXy4U9aKfF0UJdXd0F/XwR6Rler5d7fngPq9NXY0m18I1rv0FW1vktDJY9MZt5C+dhHDIwXjFgG91jBLZ1zyIwig3mLZzX59MKT6d8ezkvzHuBR1yP8B33d3jE9QgvzHvhpLOYAN/5xnewdFnomtjFU794KgRp+1b/Xb5OeoTdbmfa8GmMbh7N0rKlrItcxybLJtLa0xiTOOa81ybwdfrwe/zdYwTOJBr8Hj++Tt8Jg4aMoIHX4u2RMxQicmH8fj/3/+h+lscvh3R44KoHyM3JvaDXyr8rn/Sx6ax8diUFiwqODybOn5vPzPkz+00ROGGc07jucU7+Vj8bX9/IxoUbTxrnFB8fT6aRSUV2BXt27Alh8r6hAYRh5NjaBEsalrAtZhtttjZGR4wmKyHrnNcmuNhBQyvLVjKsfRj3Wu9l5MiRF3lEInK+TNPkmz/5Ji/bXsbMNbn/8vsZPXJ0j732sS8A/WmMwIUujlRXV8cv3vwFzvVOdjy9g7S0tL6O3md0mSCMGIbByKyRfHPkN7m3615GtI6g0FPIhqoNNLU2ndOlg4sZNNTe3o7P4iPGG0NSUlIPHZWInKtgMMijTz3Ky8bLBHICfHXKV3usCED350OEK6JfFQG48HFOSUlJDHENoWt0F3994699EzZEVAbCUGRkJDNHzeSxlMe4qfEmorqi2NC8gT3Ve/B6vWd9/rkMGjLbTHLn5J5w15HaI2CBRF8i8fHxPXQ0InIugsEgj//qcf7S9Rf8eX6+PPnLTBg3IdSxet3FjHMCuHzE5ZiJJgsLFp52wOFgoDIQxlISU/jKuK/wLeu3mNI4hTpvHatrVlNZX3nGf/RnGzTEIeA2WLR1EWu2rDn+vFqzlmhfNOld6f3um4PIYPfz//o5/6/p/+Ef4edLE77EZZdcFupIfeJCxjl92sQJE3FYHJQnlrN+w/reCxpiKgNhzmq1cknuJXw377vc1X4XQ9qHsLNzJ5sqN9Ha3nra5+Xflc8TW55g2uxp2HbbYFX3GIFps6fxeMHjTL17KmbQ5G/v/I1Xlr1CRWUFDY4GhrcNZ2zG2L47QBHh3//vv/NsxbN4R3m5dcytTJ0cHqvqAdiddmyRNjj9x1m3VrBF2rA7T1xgyOFwMDF1Iv4cP39+78+9FzTENIBQjgsGgxyuOcziI4vZ5N5Eo6ORPHseeYl52Gynn3hyqkFDwWCQxWsW8/aqtwHIHpLN1TOu5raa25h9xew+OR4RgT8s+AM/3vljvBO83DTiJmbO6F9z/vvCxW6oVF5ezrPvP0v0qmj2/Nce4uLiej1zX9OZATnOYrGQnZrN/WPu5wHzAS5puoTDXYdZW7WWmsaa0w4wPNWgIYvFwk1X38S9X7wXwzAoLytn7ZK1jMzSDAKRvvL8i8/z449/jO8SH9cNvS4siwBc/OJIWVlZpNhT6BjVwctvv9y7YUNEZUBOcmxtgkeHPMrsltkkeZLY2r6VLRVbaGw695UDm5qasMZYufLzVxLliKK0qZQbX7+RXTW7ejG9iAC8+OqLfH/99/Fd6uOazGu4/urrQx0pZC52cSSLxcL0vOkEkgP874f/26fZ+4ouE8gZmabJwcqDLK5fzLbY7rUJUjwpZMdln3Z6YFtrG6VHSqmKqMJu2rms8TKGtQ3jBx//gML6QqId0bx8x8tcPzx8P5xEetNr77zGN5Z8A88UD9PTpjPn83M0aJfu9QYudHGkjo4Onlz0JNZtVlY9uIoJEwbXTAyVATkn7e3tLN+9nE3uTRxyHaLL2oXL78IVcGHHjgULPnx0Gp202dowggZZnVlMaprEjJQZDB06lIbOBmb/fTarS1djtVj5/Rd+zzc/881QH5rIoPLu8nf52qtfoz2/nSnJU5h701wVgX9yoYsjLXhzAbtLdnNf+308+8SzvRcwBFQG5Lzs3LWTXW27KHOWUeoqpc3Wht/iJ0gQe9BOZCCSrM4shnQMYSQj+cyln8Hh+GQ5Ym/AywNvP8Bftv8FgO9N/x6/+uyvsBrntgKiiJzeB2s+4Mt//TJt09q4NP5S7v7i3T2+fXk4KzxQyH+v+2+SPkhi7//sPe/l3PszlQG5ILW1tRSXFlPvraeDDrBAJJHEW+PJSssiKyvrtB9CwWCQp9c+zY8/+DEAt46+lb/e9ldcDldfHoLIoLL+o/Xc/tzttE5vZVzcOO699d5zXmZczo1pmjy18Cnai9v5n4n/wx233RHqSD1GZUBC5qWdLzHvzXl0BbqYnD6Zt+96m/Toc98+VUS6bd66mdv+cBtN05sYGT2S++fcf8bpwHLhlq5ayvL9y7ly75UseXZJqOP0GJ0/kpC5a8JdrPjqCpKikthStYWpz01lx5EdoY4lMqDs3LWT2393O01TmxjqGsp9s+9TEehF0y6dBjYo6CigpKQk1HF6jMqAhNQVQ67go/s/YlTiKMpbypnx5xksLVoa6lgiA8L+/fu57T9uo35aPUPcQ3hw9oPY7fazP1EuWFxcHMNihuEb5eOFN14IdZweozIgITcsYRgb7t/ANbnX0Opt5aYXb+JPm/4U6lgi/VpxcTG3/PIWavJryHBl8I3Z38AR4Tj7E+WiXTH6CgLxAf6+7e/4/f5Qx+kRKgPSL8Q743nvK+9x78R7CQQDfGvJt/jee98jYAZCHU2k3ykvL+fmn99M1ZQqUqJSeGj2Q4NqZHt/N27MOKIsUVRnVLNy1cqzP2EAUBmQfsNhdbDgiwt46tqnAPiPj/6DOf+YQ7u3PcTJRPqP6upqbv7pzZRNKiPBlcC3bvsWUVFRoY4VVmw2G5MzJhPIDvD88udDHadHqAxIv2KxWPjXq/6Vl+a8RIQ1gjf3v8nVL1xNZWtlqKOJhFxdXR23/OgWDl16iNiYWB6+9WHc0e5QxwpLl196OUFnkFU1q6ipqQl1nIumMiD90tzxc1l570rNNBA5qqmpiS/+8IvsG7eP6JhoHr75YWJjY0MdK2ylpqaSFZlF15guXnzzxVDHuWgqA9JvXZ59+fGZBodbDnPFn6/g3QPvhjqWSJ9raWnh1u/fyq7Ru4iKj+Lhmx4mISEh1LHC3vQR0wkkBli4ceFpd3UdKFQGpF87NtPg2txrafO2cdNLN/HHTX8MdSyRPtPR0cHtP7idbSO2EZEYwcM3PHzaTcKkb106/lLsFjvFscVsLNgY6jgXRWVA+r14ZzxLv7KUeZfOwwyaPLzkYR5d+qhmGsig5/F4uPMHd1KQU4AtycY3P/dNUlNTQx1LjoqMjGRCygT8uX7+/O6fQx3noqgMyIDgsDp4/pbneWbmMwA8u/FZZv9jNm3ethAnE+kdXq+Xe354D2vT12KkGXxz5jfJyswKdSz5JzMmzMB0myw5tITW1tZQx7lgKgMyYFgsFn545Q9ZNGcREdYI3tr/FlctuEozDWTQ8fv93Pej+1ieuBzS4YGrHiAnJyfUseQUhgwZQpI1ibaRbbz2zmuhjnPBVAZkwLlz/J18cO8HJEcls616G1Ofm8r26u2hjiXSIwKBAA/99CEWuxcTzAxy3xX3MSxvWKhjyWlYLBam5U0jkBpgwdoFoY5zwVQGZECanj2dj77+EaOTRnO45TAzFsxgyYHBs4OYhKdgMMh3f/5dXrG+QmBIgHun3svokaNDHUvOIn9iPoZhsMuyi3379oU6zgVRGZABKy8+jw33b2Dm0Jm0edu4+aWb+X3B70MdS+SCBINBfvDLH/A339/w5/n58mVfZvzY8aGOJefAHe1mVMIovCO8/PmtgTmQUGVABrS4yDjevftd7rv0PsygySPvPsJ33/2uZhrIgBIMBnnyP5/kuZbn8A/3c+cld3LZJZeFOpachxljZhCMDfLqrlfp6uoKdZzzpjIgA57D6uC5W57jF7N+AcBvC37LrX+/VTMNZMD49Z9+ze+qf4d3pJfbxt5G/mX5oY4k52nkyJFEW6JpyG1gybKBd8lSZUAGBYvFwuMzHucft/+DSFsk7xS+w1ULrqKipSLU0UTO6LfP/5ZfHfwV3jFebhl5CzOmzgh1JLkAhmEwZcgU/Bl+Fnww8AYSqgzIoHLHuDv44N4PSHGlHJ9p8HH1x6GOJXJKz/3tOZ7c8SS+8T6uz7uea664JtSR5CJMnzidoD3IhpYNlJeXhzrOebEEB/qCyiKnUNxYzI0v3sjeur247C4W3b6Im0bedMbnbNq0iQ/Xf0hlUyWeoAebYSPeEc/Uy6Yyffp0oqOj+yi9hIO/vfo3vrPqO3gne7k261pu+uyZ/33KwPC7v/+OsvIyvh/xff71kX8NdZxzpjIgg1aTp4nb/3E7K4pXYFgM/vP6/+Q7U79zwmM6Ojr4/f/9Pbs9u2lKbqIpuYmuiC6C1iAEweq34mx34m52E2/Gk+HKICcmh6FxQxmSMoTU1FTi4uKwWCwhOkoZiF59+1W++d438Uz2cHn65cy+frb+DQ0SWz/eyt+2/o2ctTlsf247Vqs11JHOicqADGq+gI9vLf4Wz217DoBH8h/hP6//T6yGlbfffptXd75K+fByGpMbCRpBHB4HDp8DK1aCwSB+m59ARIAuowuOflbbfDZsXhuRnZG4ml3E+mLJcGaQHZ3N0Lih5CblkpqaSmJi4oD5IJC+s3jZYua9Po+O/A6mJk/lSzd+SUVgEPH5fPx04U8x95u8+oVXufbqa0Md6ZyoDMigFwwG+c363/CD938AwI0jbuSKuisocBRwePhhAtYAia2JTJ04lSE5Q075Gn6/n9bWVppbmqltq6W+s56mriaafc0ELAEsFgtWnxWb14ajy4G7xY273U2GM4MsdxY5sTkMTRxKRloGycnJ2O32vvwVSD+xYvUK7n7xbtqntnNpwqXcfcvdGIaGbg02L7/7MhsPbeSWilv46zN/DXWcc6IyIGHj1T2v8pXXv4LH7yHGHkPW5CzifHFce8m1DBly6hJwNqZp0tbWRnNLM/Vt9dR11NHoaaTJ14QfP1jA8BvYfN0lIao1CneLm9SIVDJdmeTE5JCXmEdmaiapqalERkb28FFLf7Fuwzru+PMdtE1rY1zsOO697V6dORqkKisr+T/v/R9cq13s/j+7SUxMDHWks1IZkLDyp7f/xKPbHqUr2IXD7mD+3fMZltPz676bpklnZyctLS3Ut9RT11lHg6eBZm8znqAHAItpwe6zY/PaiGqNwtXqIslIIsuV1T0uIX4oWSlZpKam4na7dSp5ANu0ZRO3/fE2mqc3MzJmJPfPvh+bzRbqWNKLfvO331BbXsszqc/wrXnfCnWcs1IZkLARCAR44OkH2HrpVgr3FtLp6cRhd/D1OV9n4qiJfZIhGAzS1dVFc3Mzja2N1HXU0dDZQJO3ifZAe/dkX7N7XILdZyeyPRJ3s5u4QBxZrqzucQnxQ8lJzjk+eFGnmfu3HTt3cPN/3kzD9Aby3Hk8ePuDukw0wJmmia/Th91pP+3778ONH/LaztcYumooH//l437/PlUZkLCx4IUFLLIvoiarhhmJM1ixbQV7D+3FgoU7rr+DmVNnHv/2fS5v9p7m9XppaWnpHpfQUUtDZwONXY20BFqOP8bms2Hz2YjojOgevNgVS7oz/YTBi2mpaSQlJekUdD+wb/8+bvzljdRMr2GIawgP3f4QjghHqGPJBSrfXs6KZ1ewadEm/B4/tkgbU+ZOYdb8WWRPzD7hse3t7fzkbz/BvsfO99O+z+OPPx6i1OdGZUDCxoP/9iDbLt9GVEcUd99yN4FAgJeWvMTarWsBuGbKNVyefjkf/PaDc3qz95VjgxdbWlqoa6+jvrOeBk8DLb4WAkbg+BTIY+MSXM0uojuiSY1IJdudTW5sLkMTh5Kemk5KSgoOh/4Y9YVDhw5xw1M3UJlfSaY7k2/d/i2NCRnACl4qYME9C8AN5nATooFWMIoMaIN5C+eRf9eJy0j/8Fc/xBfhI2VRCkUfFYUm+DlSGZCw0NLSwtf/9+sUTixkinMKU6ZMAbpP2y/fsJxXl78KO4HXwXAbmCPO7c0eSscGL7a0tHQPXjw6LqHJ24QPHwBWs3uGg73L3j14sdVNii3lkxkO8UOPD16MiooK8RENHmVlZdzw5A2Uf6ac1OhUHp7zsH6/A1j59nKemfwMZp4JV3Li2r0msBaMQwZPbHnihC8Nv/3dbyl1leL6u4vq96r7OvZ50QgWCQvvv/8+LfEtWP1WJk2adPx2i8XCdZdfh6Xawiv/9goMA/NK84Q3uznRhLWw4J4FpI9ND9kZgn9mGAYxMTHExMSQRdbx248NXmxtaaW+rZ7a9truGQ5xTdQGaznEIYyggd1rx1Zvw1navahSAglkujIZEjOEYQnDyE7JJiUlhZiYGA1ePA9VVVXc/NObKZ9cTqIrkYdue0hFYIBb8ewKcHNyEeDof18JHIGVz67k3gX3Hr/r8umXU7q9FDPWpLGxkfj4+L4LfZ5UBiQslJWV0ZHb0T16/xSjuCversDithC8Mnheb/b+yDAMXC4XLpeLNNJOuM/j8dDS0kJjyyeDFxtjGqlPrafEUsI2tnUPXmy2E1EVQXRTNDH+mOPTIIfGDWVIUvfKiwkJCf1+UFRfq62t5eYf3UzxpGLi3HF869Zv4Xa7Qx1LLoJpmmxatAlznHn63XwMMEeYFCwq4Kt//urx8jx27FjYDmakyY4dO7j66qv7Lvh5UhmQsODp8hCwBbCYJ3/DPfZmD447RRE45jRv9oEmMjKSyMhIUlJSGMWo47f7fD5aWlpoammirr37ckNDVwOHkw4TtATZzW6sPiv2DjsR+yNwbXIR7YnuXnnRnU1uXC65ibmkp6WTlJQUltPmGhsbueWHt1A4oZDomGge/uLDxMbGhjqWXCRfpw+/x9992fBMosHv8ePr9OGI6h6Xc+wqvCXY/z8vwu8dK2HJYXdgmAYBW+Ck+y7mzT5Y2O12EhMTSUxMZBifrLsQ8AdobeteebGurXvwYmNXI0cSjlBhqWA/+48PXrSX2nHtchHdFk2qI5Xs6OzucQkJQ8lIzSAlJYWIiIgQHmXvaWlp4dYf3MqesXuIiovi4Zse7tenhOXc2Z12bJE2/K3+Mz+wFWyRNuzOT6aN7tq1CwCLx3LC5cn+SGVAwkJaWhrONiedqZ2YpnnC6e2LebMPdlablbi4OOLi4sgh5/jtpmnS3t7ePcOhtftyQ4Ongca4Rqqppoii7kWVvHbsVXaiCqNwtbhItiV3D16MySEvIY/MlO7Biy6XK4RHeXHa29uZ84M5fDzyYyISInj4hodJSkoKdSzpIYZhMGXuFDa+vrF7/NCpzh6aYBwwyJ+bf8JZww0bN4ALjObu8T39mcqAhIVZs2bx2iuvUZNVQ3FxMcOGffLt92Le7OHKMAyio6OJjo4mk8zjtweDweMrLza0NlDfXk99Vz1Nsd2DF0soYXNwc/cMh3o7zlInrhYX8cH47pUXo3PIjc89viNkbGxsv/59ezwe5j4+l01DN2FLtPHQdQ+Rmpoa6ljSw2bNn8XGhRthLaeeTbAGaIeZ82ee8LyqziosAQsxLf27CIDKgISJ1NRUEtoTsAaslNeUn1AG4MLf7HIii8VCVFQUUVFRpKWdOHixq6vrxMGLngYaY7sHL5YZZWwPbu++3NBqJ6ImAteHLmK9sWRGZR5fefHTO0KGevBiV1cXdz9+N2sz1mIkGzz02YfIzMg8+xNlwMmemM28hfO61xk4wolTjw8Y0N499fjTM4127tyJP9GP42MHX/rsl0IX/hxpnQEJG0tXLuXptqeJTIrkjsvvOOn+44uKuE7/Zu9P6wwMFj6fj9aWVppam7rPJBxdVKk10IqJCRxdVMlrI8ITgaule1GlYysv5sYeHbx4dFGlvhi86PP5+NoTX2Nx7GLIhG9e/U3y8vJ6/edKaJVvL2flsyspWFRwfFGy/Ln5zJw/86Qpx8/88Rkagg3E/D2GslVlIS+vZ6MyIGGjvb2de/52D4dGHeKrl30Vd/TJU77O580uvSsQCNDW2kZz6yc7QjZ0da+86MdPkCDWgBW7z469y46rxYWr1XV85cWcmE8GL/bkjpCBQIAHf/wgr0W+RnBIkPuvuJ9RI0ad/YkyaBxbrtwR5TjlZawDBw7wp3V/wrnByX9//r+ZPXt2CFKeH5UBCStPvvgkb6W/xeXpl3PJ6EtO+7izvdkldEzTpKO9g5bWFupb649fcmj2NtNFF8DxwYs2r42otijczW6SbElkRmWSE9s9ePHTO0Kez89+5GeP8GLwRQJDA8ybNo9xY8b11qHKABTwB/jVi7+isbqRBwIP8O8//PdQRzonKgMSVlZtWMWP6n6EK8nFnOlzQh1HelAwGMTT6aGltXvw4rH1Epq6mugIdhAkiBE0jm/25Gxz4mp2kWAmkOHKYEjMEPLi8xiSPOT4jpCfLoLBYJDv//L7PNf+HIFhAb4y+StcesmloTtg6ZdWfbiKt/e/TeqaVDY/u5m4uLhQRzonGkAoYWXy+MkkLUqiNKaU9vb2AT2lTU5ksVhwRjlxRjlPGtHv7fLS0tq9qFJtey31nfU0RTdRnlJOuaWc7XQPXrS12oisicS13kWsr3tHyCHRQ8iNzeXDDz/k5baXCYwKcOeld6oIyElaW1t5r/A9bAdt/PjzPx4wRQB0ZkDC0E/+9hPeyXiHGZkzGD9yfKjjSAgd2xGyuaWZ2rajJaGriWZfMwFLAAuW44MXHV0O3C1unO1OYiJjiI6Oxh3lxlpvJTI9kvhr4sNy5UX5xN/e+hvbKrcx6eNJrPzDygG1jbj+5UrYuTr3alY0rqCwoZDxqAyEM5vNRnx8PPHx8eSSe/z2YztCNrc0s3n3ZkoCJdij7bTFthE0gmABw999ycER6yDmcAxx/xVHQlsCeffk4crTGadwU1paytb6rUTsjOA/HvyPAVUEQGVAwtBnxn+GpJeTKIsuo6OjQzvKyUmO7Qj58Z6PWdO0hkBWgLHJYxk7fCyBzgD+Fj+eFg/tje10NHVQlVNF5dBKXC0uat6pIbszm2H/MmzA/UGQC2OaJi+vfRmj0eD2pNuZfNnkUEc6byoDEnZiY2MZFzGO8mA5JRUljB0xNtSRpB96b8V7LK1ZSiAnwKj4UYwd2f3vxOqyYnVZiUiPIJbujYj8rX7qP6ynxdHC/on7aahsoP3f2hn/L+OxR4fP8tXhauOWjVT5qkjYkcDPf/PzUMe5IP17FQSRXnJN7jU4250caDgQ6ijSD/3pf/7Ee9XvERgSYHjMcCaMnnDGx9uibaR+PpVh1wwjviWe2sxa9kzcw47f7MDvPcueFzKgdXR0sHjXYmylNr5/9fdJTk4OdaQLojIgYWnK+CkkVCVQ6amks7Mz1HGkH1n8zmKK7EX4cn04O51MHDsRznGpCSPCIPPmTFJ8KTQnNlM0voh9v9rXu4ElpJasWkKnr5ORFSN58CsPhjrOBVMZkLAUHx/POMc4LEELpRWloY4j/YTH42HV/lX4hvqwtlj5/DWfx2Kc/6JTKbNSSGhLoD69nrKUMmqX1fZCWgm16qpqPjryEfbddn5z72+w2wfuJSGVAQlbV+dcTWRHJIX1haGOIv3E8wuexz/UDwZMnzgdq+30AwCDZhB/u5+geerZ2ek3pONqcVGVW0XpBhXOwSYYDPKPVf+AZrgh8gaumnFVqCNdFA0glLCVPz6fhDcTqHRV4vF4emztehm4SttLCSQGcLQ7SM9IP+VjGrc3su/ZfZQsKsH0mBiRBrlzcxk9fzTxE+OPP85iWIhPiedw52HqUupo2dNCzNj+v5WtnJttO7ZR2lVKzI4YfvVvvwp1nIumMwMSthITExltjCZIkLKKslDHkRArLCwkEB8AK0wYdeoBgyUvlfDu5Hcpfr0Yc5wJ14A5zqT49WLenfwuJS+VnPD4uClxRHRGUJdRx5HFR3r/IKRPeLu8vLXtLayHrTwy+RGysrJCHemiqQxIWLs652qc7U721+8PdRQJsXXr1hFIDIAXhuYNPen+xu2NrL9nPcG8IME5QZgEDAcmQXBOkGBekPX3rKdxe+MJz4vwRuCJ8tDa0do3ByK9btm6ZbT6Wsk5lMP8++eHOk6PUBmQsDZt/DTij8RT2VlJV1dXqONICNXU1xB0BjF8p/5Y3PfsPnADV3LyJ6dx9HbX0cd9isPmwG/347F5eiG19LW6ujrWlK3Bvt/OL+b+YtBcXlQZkLCWnJzMKMsoTEzKK8pDHUdCyGf6uj8RTzEeMGgGKVlUQnB48PSfmgYERxx93Ke2fLHZbAQtQUyr2Su5pW+9uvJVzDaTqwJXccPnbgh1nB6jMiBh76rsq4jsiGR/nS4VhDOrYe0uAqeYSRjoDGB6TIg+y4tEg+kxCXQGjt9kBrpLgMU8/ymK0r/s3rub/e37ce5w8u8P//sJW1wPdCoDEvamj59OfE08hzsO4/V6Qx1HQiQ2KhaL14JpO/kbvNVpxYg04GyX/VvBiDSwOj+Zkuj1erH6rDh8jh5OLH3J5/PxesHr2I7YeGDUAwwfPjzUkXqUyoCEvdTUVEaYIzAtJocrD4c6joTIZZMuw2gwwAEN9Q0n3GcxLOTOzcVSZIHTne03wXLg6OM+9Y2xy95FRFcEbpu7F9NLb/tgwwc0+htJ25fG4998PNRxepzKgAhwVdZVRHREsL9WlwrC1dRpU7vLAFCwpeCk+0fPHw1twFpOLgQmsAZoP/q4ozqKO/BEeYg/Ek/itMTeii69rLmpmRVFK7AX2fnZF3+G2z34ip3KgAgwfdx04mvjKe8ox+fzhTqOhIBhGMR74zFaDNpsbXR2nLhnRfzEeC5feDmWQxYsr1hgG1AEbAPLKxYsxRYuX3j5CQsP1e2sw+q3klyVTPLMgbmBjcDrq14n4AkwuWUyX7r1S6GO0ytUBkSA9PR08nx5BAhQUVkR6jgSIvffcz+2YhvYYfmq5Sfdn3tXLjdsuYGhs4di7DZgFRi7DYbOHsoNW24g967c44+tX19PS1wLSZVJZKRlDKrBZuHk4KGD7GzcScSOCP7jof8YtP8ftRyxCGCxWLgq6yq2dG5hf+1+cnNyQx1JQiAtPY0cSw6HKg/hzfKyfMVyPjfrcyc8Jn5iPNMXTGfa89MIdAawRllP+gPhKfdQ66nF3e4m52AOQ346pC8PQ3pIIBDg5Q9fxqg3uDvrbiaMP/NW1gOZzgyIHHXFuCuIq42jrKNMlwrC2CMPP4LroAuj1qA5spl33n3n+PTAT7MYFmwu20lFINAeoKyoDJvPxrBdwxj7wNhB+21ysPtw04fU+GpI2pXETx/+aajj9CqVAZGjMjMzGdo1FD9+KqsrQx1HQuhHj/0I1x4X1iornTGdvL7idTZ+tPG0OxQeE+gIULK1BIvPwqiiUVz2lctwZjr7KLX0pLa2Nt7d8y72YjtPfO4J4uPjz/6kAUxlQOQoi8XClVlXEtEZQWGNtjUOZ5GRkfzb9/+NtNI0HHscYIGyQBmvrnqVN997ky1bt1BfV4+365N1Kcwuk7KtZfi7/IwqG0X+3fk4s1UEBqq3P3gbr9fLuJpxfG3u10Idp9dZgp9eN1MkzJWVlfHA2gdoyGpg3hXzsNk0rCbcFWws4M2Vb+JJ8BDICGBGmeDg+EqFDouDWFssqW2pAAwrGsaUG6cQk6XtigeqsvIy/uv9/8Kx1cHiexYzLX9aqCP1On3SiXxKdnY2uZ25HOEI1dXVg2JrUrk4+VPzyZ+aT2lpKW+/8zbNvmYiEiJoC7bRGmglGB0kPjqeoCNI1t4s1rOeJUuXEG2PJtmVTHp0OpkJmaSnppOSkjJoNrbpz0zTxNfpw+60YxjndwLcNE1eXvMyliYLt8XdFhZFAHRmQOQkf1n8F/5g+wO5ybnMumxWqONIP9be3s6yzcs4EjzC0D1D4SDsbdhLbaCWQHoAM9HEdJoEncHuMwlBiLHHkOJKIT02ncz4TNJS00hNScURoeWKL1b59nJWPLuCTYs24ff4sUXamDJ3CrPmzyJ7YvY5vUbBlgL+vuPvxK2OY9MvN5GWltbLqfsHnRkQ+SdXjr2Sv274KyWRJQQCAaxW69mfJGHHNE3W71lPdbCa4QeH88sbfsmwocMAaG5u5sCBA+wu3M3OwzvZW7yXg/UHqbPU0ZHWwaGEQxx0HjxeEixBC9H2aFLcKWTEZnSfSUhJJyU1BbvdHuIjHRgKXipgwT0LwA3muO5Npfytfja+vpGNCzcyb+E88u/KP+NrdHZ28vbOt7GV2/jeFd8LmyIAOjMgchLTNHnw+QfZMmoLtwy/hcyMzFBHkn7GNE1Wb1vNvvZ95Bbl8syMZxgzcsxZn9fU1MT+/fvZU7SHnYd3su/IPorqi2gwGgikBTDjTYJRQYKRn5SEWEcsqe5U0mPTyUrIIjU1leTkZJWETynfXs4zk5/BzDPhSk4cGm8Ca8E4ZPDElifOeIbgtfde48OyDxm1cRTr/7gehyN8ztbozIDIPzEMgyvSr2CnZyeFRwpVBuQEwWCQD7d/yN72vQw5OISf5v/0nIoAQFxcHFOnTmXq1Kkn3F5fX09hYSG7i7rPJOwr2sfBhoM02ZtoS2ujJb6FQmchwYhPSkJcRNwnJSExi7TUNJKSksJy0OuKZ1eAm5OLAEf/+0rgCKx8diX3Lrj3lK9x5MgRNlRuwL7bzq/v+XVYFQHQmQGRUzp48CDf2PQN2jLauPeKe3WpQIDuIlCwq4AtTVvIOJTBkxOfJP/SM596vpifVVdXR2FhIbuKdh0/k3Cw8SCtEa3dYxJiu8cjBCO7P8YNDOId8d2XG+IyyEzsHpOQlJiE1TY4/w2bpskjrkfwj/PDpDM8cBvYdtv4fcfvT1oEKhgM8oe//4GSIyV84fAXWPSbRb0buh8Kvwopcg6GDh3KkBVD2JqxlZqaGtLT00MdSfqBbXu3sblpMxklGTw+5vFeKwLQve5FcnIyycnJXHHFFcdvDwaDHDlypLskHNzFropd7K/Zz6HGQ7Q6W2lOa6YxtpF9zn3HzyQYQYOEiARS3andJSEpk7SUNBISEwZ80fV1+vB7/BB9lgdGg9/jx9fpwxF14rf+HTt3UNxZTPT2aH7101/1Xth+TGVA5BQMw+Dy9MvZ7dlN4ZFClQFh1/5dbKjfQGp5Ko8OfZSr8q8KSQ6LxUJaWhppaWlcddUnGYLBIFVVVcdLws6Kneyv2U9xczHtUe00pTfREN3AHuee7pIAWINWEp2Jn5xJSOo+k5CQkHDeU/JCxe60Y4u04W/1n/mBrWCLtGF3njjWwuv18sbWN7BWWnl40sPk5OT0Ytr+S2VA5DSuGn0VL219iUORh7jSvHLAfDhKz9t7cC9rjqwhuSKZb6d9m+tmXBfqSCexWCxkZGSQkZHBNddcc/x20zSprKyksLCQHQd3HD+TUNJSQqe7k4b0Buqi69jt3H1CSUiKTCI1OpX0uHSykroHLsbHx/e794FhGEyZO4WNr2/EnGieel1dE4wDBvlz80+6RPD+2vdp8beQezCXx/7wWN+E7odUBkROY1jeMLJXZvNx+sfU1NaQlho+04zkE0UlRXxQ+QGJ1Yk8EP8At8y8JdSRzothGGRlZZGVlcXMmTOP326aJuXl5RQWFrKzeCe7KnZRWFtIcXMxXbFd1KfVUxtdy07nToKO7pJgM20kRXWXhMy4TDKTM0lNTSUuLi6kmzHNmj+LjQs3wlpOPZtgDdAOM+fPPOF59fX1rCpdhX2/nadvfxqnM3yXj9YAQpEz+O83/5vno55nVPIorrz0ylDHkT5WeriUJcVLiKuJ4177vdx7872DfgfCQCBAeXk5+/bvY2fxTnZX7mZ/7X7KWsvwxHkIpAQwo01w0l0SguDA0V0S3KlkxGccLwmxsbF99vs6vs6AC8wR3esM0Np9RoB2TrnOwE//66e0W9uZsW8Gi3+3eND/vz0TlQGRM9i7by/f3vFtPGke7plxT787RSq953DVYd458A7R9dF8OfhlHrj1gbD+/+/3+yktLWV/4X52lnxyJqG8vZyu+C4CqQFM19HZDY4glqCFCEsESc4kUmO6zyRkJGeQmppKTExMr/zhLd9ezspnV1KwqOD4CoT5c/OZOX/mSesL/M9z/8M+6z4i10Xy1zv+yuc///kezzOQqAyInEEgEGDe8/PYMXoHd4y+g+SU5FBHkj5wpOYIb+x7A1ejizmeOXz79m8P+FH3vcXn81FcXMy+wn3sLNnJnqo9FNYVUt5Wji/J130m4WhJwA5BgkQSSXJUMmkxad0lIaW7JLjd7h4pCcf2JnBEOU75eps2beLvm/+O0WiQ8mYKhRu1S6nKgMhZ/PGNP7LAvYCxKWO54pIrzv4EGdDq6ut4fc/rRDRFcEvrLTz2pcfCciGfi+X1eikuLmbv/r3sLO2+3HCg/gCH2w/jT/Z3l4SoT5WEYBCnxdm9uVNMOplx3UsyHysJPWXDhg28uulVAFxvunj/t+8zbty4Hnv9gUplQOQsdu7eyXf3fhdvqpevXPGVsD5VPNg1NjXy2s7XsLXYuL7+eh6f+3jYrUTX2zweD4cOHWJf4T52lO44fiahsrMSf6ofM9nsLglRQbACQXBanKS4U0iPSScjPqP7ckNaKlFRUef8cwP+AP/1h/+iIrICS6eFqGVR/Oau33DPPff03sEOICoDImfh9/u59/l72T1mN18a+yWSkpJCHUl6QUtLC69ufxXaYGb1TH5814+13XAf6uzspKioiL2Fe9lZtpM91Xs4UHeAKk9V974Nx0qC82hJAFwWF8mu7ssN2QnZREVGkZ6eTnJy9+W8QCDAhg0bWP3hahojGgnGBrGV2oj8IJLff+f3zJkzJ4RH3L+oDIicg9++9lsWxixkfMp4pl8yPdRxpIe1t7fz6tZX8bf7ubLySn4292fn9a1Tek9HRwcHDhxg74GjJaFqD0UNRVR7q7tLQtLRbaKjgt1TCk2w+CwQhKAt2D2BPgDWWiuObQ5SD6ey8q2VxwuDdFMZEDkH23duZ37hfPzJfr5y5VfCegrSYNPZ0cnrW1+ns6OTqWVTefrOp4mOPtvathJqbW1tx0vCjrId7D2yl01Fm/BF+7r3bLAHMToMjAYDa62VLH8Wv/31b5k+XWX+VFQGRM6B1+vlawu+xp4xe7hz3J0kJiaGOpL0AI/Hw1ub36LZ08xnij/DL+74BXFxcaGOJRcoGAxSUFDA2rVraWpqIisri9tuu43U1NRQR+v3NERW5Bw4HA6mJE2h0FtIUVWRysAg4PV6WbJ5CU1dTVxacilPzX5KRWCAs1gsp9wiWs5Ow6JFztFVw67C3eKmqLEInVAb2Hw+H0s3L6XGV8O4Q+N4+uanVfAkrKkMiJyj8WPGk1abRnOwmaamplDHkQsU8AdYvnk5ld5KRhWN4qkbntJpZAl7KgMi5ygiIoLJ8ZOx+WwcrDgY6jhyAUzTZMXWFZR2lTLs4DCe/tzTZGdln/2JIoOcyoDIebhm+DW4WlwUNhXqUsEAY5omq7et5mDnQXIP5fLzq35OXm5eqGOJ9AsqAyLnYcLYCaTUpNBkNtHc3BzqOHKOgsEgH27/kL3te8k+lM2TU59k9IjRoY4l0m+oDIich8jISCbHTcbmt3GwUpcKBoJgMMjGnRvZ2bqTzOJMfjTpR0wcNzHUsUT6FZUBkfN0zbBriGqN4kDDgVBHkXOwbe82tjZvJb00ncfHPk7+pflnf5JImFEZEDlPE8dNJOVICg1mgy4V9HM79+9kQ/0GUstSeSzvMa6ccmWoI4n0SyoDIufJ6XQyKWYSVr+V4sriUMeR09h7cC9rj6wl+XAy3874Np+74nOhjiTSb6kMiFyAa4ddS1RbFIUNhaGOIqdQVFLEyoqVJFYl8o2Eb3DztTeHOpJIv6YyIHIBJo6dSEp1CvWBelpaWkIdRz6lpLyE5WXLSaxJ5KtRX+X2624PdSSRfk9lQOQCuFwuJronYglYdKmgHzlcdZilxUuJrYvlTsud3HPjPdphUuQcqAyIXKBr8q4hqk2zCvqL6ppqFhctxt3gZrZ/Ng/c9gCGoY84kXOhd4rIBbps/GUkVSVR46uhra0t1HHCWm19LW/vfxtno5ObOm7i4TkPqwiInAe9W0QukNvtZqJrIoZpUFJREuo4YauxqZG39ryFo8XB9c3X8+gdj2K1WkMdS2RAURkQuQjXDO2+VLC/YX+oo4SllpYW3tj5BkarwbW11/L9L30fu90e6lgiA47KgMhFmDx+MonVidR4a2hvbw91nLDS3t7OG9vfINge5MrqK/nXO/+ViIiIUMcSGZBUBkQuQkxMDBOcE7AELZRUloQ6Ttjo7Ojkja1v4Ov0Ma1iGj/50k9wOp2hjiUyYKkMiFykq3Ouxtnu5ECdZhX0BY/Hw1tb3qKjq4PJZZN5cs6TuN3uUMcSGdBUBkQu0pQJU0isSqTKW0VHR0eo4wxqXq+XxZsX0+xtZmLxRJ6a/RRxcXGhjiUy4KkMiFykuLg4xkWMgyCUVpaGOs6g5fP5WLJ5CXW+OsYdGsfTtzxNQkJCqGOJDAoqAyI94Jqca3B2OCmsO7+9CkzTpKu9C9M0eynZ4BDwB1i2eRnV3mpGFY3i6S88TWpqaqhjiQwatlAHEBkMpoyfQuLriVS4KvB4PERGRp7x8eXby1nx7Ao2LdqE3+PHFmljytwpzJo/i+yJ2X2UemAwTZMVW1ZQ5i1j5MGRPPW5p8jKzAp1LJFBRWcGRHpAQkICY+xjCAaDlFac+VJBwUsFPDP5GTa+vhH/OD9cA/5xfja+vpFnJj9DwUsFfRN6ADBNkw+2fsBBz0HyDubx86t/Tl5uXqhjiQw6KgMiPeSq7KvOeqmgfHs5C+5ZgJlnYs4xYRIwHJgE5hwTM89kwT0LKN9e3me5+yvTNPlw+4fs79jPkEND+Om0nzJy+MhQxxIZlFQGRHrItAnTSDiSQIWn+1LBqax4dgW4gSs5+d1nHL3dBSufXdm7Yfu5YDBIwa4CdrbuJOtQFj+a9CMuGXtJqGOJDFoqAyI9JCkpiVGWUQQJUl558jd70zTZtGgT5nDz9O88A8wRJgWLCggGg70buB/bumcrW5u3kl6SzuPjHmfKpVNCHUlkUFMZEOlBVw+5msj2yFNeKvB1+vB7/BB9lheJBr/Hj6/T1zsh+7nt+7bzUcNHpJal8i/D/4UZU2aEOpLIoKcyINKDpo3vvlRwuPMw3i7vCffZnXZskTZoPcuLtIIt0obdGX4b7uwt2suHNR+ScjiFRzIfYdbls0IdSSQsqAyI9KCUlBRyfbmYmGzbue2E+wzDYMrcKRhFBpxuWQETjAMG+XPzsVgsvR+4HzlQfICVlStJrErkG4nf4KZrbgp1JJGwoTIg0sNSO1KJ7Ihkb83ek+6bNX8WtAFrObkQmMAaoB1mzp/Z+0H7kZLyEt4vf5/EI4l8zfU15nxuTqgjiYQVlQGRHnb5+MtJrEqkw93B3r0nFoLsidnMWzgP45CB8YoB24AiYBsYrxgYxQbzFs4Lq4WHDlceZmnJUmLrYplrnctXbvxK2J0VEQk1SzCchyyL9IJgMMgDP3+AHdN2YPfauecL92AYJ/bu8u3lrHx2JQWLCo6vQJg/N5+Z82eGVRGorqnmzf1v4qp3cYf3Dh6+/eGTflci0vtUBkR6wXvvvccfS/9I6ehSUltSmXPTqU97m6aJr9OHI8oRdt+Ga+treWPPG0Q0RnBr+608+qVHsVqtoY4lEpZUwUV6wfXXX8+E2gkkVSRxJOYIry9+/ZSbERmGQYQrYkAUgZ7cVKmhsYG3dr9FRHME1zddz3dv/66KgEgI6cyASC8xTZPH/u0xdo3ZRW1GLdFN0Vx9ydXk5OSEOtp56elNlVpaWnh1+6tYWi18tvaz/OvcfyUiIqIXkovIuVIZEOlFPp+Pn/7qp+xM20lVbhWmzcTd6mb8kPFMGDcBq61/fxsueKmABfcsADfdKydGA610T49sg3kL55F/V/45v15bWxuvbXsNf7ufq6uu5sm5T+J0OnvvAETknKgMiPSBRX9fxNKipVTlVtGU3IQ3wosdO0PcQxiRNILMtEwcEY5QxzxB+fZynpn8DGaeefJeCiawFoxDBk9seeKczhB0dnTy2pbX8HR4mF4+nafmPoXb7e6t+CJyHlQGRPqI1+vlxRdfZHv1dhpiGqiOraY5sZkuZxcGBumR6QxPGE5ORg4ulyvUcXlh3gtsfH1j9+6KpxpdZHZPh5w2exr3Lrj3jK/l8Xh4c9ObtHhayC/N55k7niE2NrZ3govIeVMZEAkB0zQ5fPgwH+37iPWV6ykKFtGQ2oAnykPQEiTJnsSwuGEMTR9KXFxcnw8wNE2TR1yP4B/n795m+XS2gW23jd93/P60Gb1eL28VvEVDVwOTDk3iV3N+RUJCQu8EF5ELYgt1AJFwZBgGQ4YMYciQIXyJL1FXV8fmPZtZV7aO3R27qUurY3PnZj6q+4gYSwxDY4cyLHUYKckpfTIP/0I2VXJEnXyZw+fzsWTzEup99Uw4NIGnv/i0ioBIP6QzAyL9TFtbGzv27mBt8Vo+bvyY6qRq2mLa8EX4iCSye5xB8ggy0jKw23tnM6OeODMQ8Ad4d/O7HO48zJiDY/j1F35NZkZmr+QVkYujMiDSj3m9XvYV7mNd0To21WzicPRhWhJa6IrswoqVLGcWwxOGMyRjCM6onh2VfzFjBkzTZNmmZRR7ihl5YCS//NwvGZoztEfziUjPURkQGSBM06SkpIQN+zewvnI9xbZimpKbjo8zSHGkHB9nEBMbc9HjDM46m2ANGMUnzyYwTZMPtn5AYXsheUV5/OLqXzBy+MiLyiIivUtlQGSAOnLkCJv2bGJd+Tr2evdSn1pPp7uTgDVAnBFHXmwew1KHkZiUeMHjDI6vM+ACc8Sn1hk4YED7yesMmKbJuu3r2N26m5yDOfx82s+ZMGZCDx2xiPQWlQGRQaClpYWP93zM2pK1fNz8MbXJtbTHtONz+HDiJDc6lxHJI0hLS8NmO79xw+e6qVIwGGTDjg183Pwx2cXZPDnpSSZfMrmnD1VEeoHKgMgg09XVxZ59e1h7cC2bazdTEVdBW1wbXc4ubNjIdmYzInEEWRlZREZGnvPrnm1TpeVrl3OAA6QXp/OjsT/iis9c0ZOHJSK9SGVAZBALBAIUFxfz4f4P2VC1gZKIEpqTmvFEebBgIc2RxrCEYeRm5BIdfbZ5hKdmmiavLn6V2rhaUktT+V7O97juyut6+EhEpDepDIiEiWAwSFVVFQV7C1h3eB37fftpSGug09VJ0Bok3hpPXlweeal5JCQknNM4g/Lycj74+APaYttIOZzCjKoZ/OR7P+mDoxGRnqQyIBKmGhsb2bZnG2tL17KjdQe1qbV0RHfgt/tx4SLNnkasEcv4seNxR3+yh4DP52PHjh0UVhbS7G7GMA0yijO4tPZSfvb4zwbEdswiciKVARGhs7OTXXt3sa54HZvrNlOdUE1bbBveSC8W04LNZ8NiWsACfrufgBHA5rMRVxtHZkkmXxj2Be780p2hPgwRuUAqAyJyAr/fz/7C/SxcupBSSmmLbaM9pp2ALYBhGkS2RxLdHE1MUwyXJl7KA/c/QERERKhji8hFUBkQkdPy+/0UFBSwd+9eOjs7cTgcZGZmMmPGDO06KDKIqAyIiIiEud7f/kxERET6NZUBERGRMKcyICIiEuZUBkRERMKcyoCIiEiYUxkQEREJcyoDIiIiYU5lQEREJMypDIiIiIQ5lQEREZEwpzIgIiIS5lQGREREwpzKgIiISJhTGRAREQlzKgMiIiJhTmVAREQkzKkMiIiIhDmVARERkTCnMiAiIhLmVAZERETCnMqAiIhImFMZEBERCXMqAyIiImFOZUBERCTMqQyIiIiEOZUBERGRMKcyICIiEuZUBkRERMKcyoCIiEiYUxkQEREJcyoDIiIiYU5lQEREJMypDIiIiIQ5lQEREZEwpzIgIiIS5lQGREREwpzKgIiISJhTGRAREQlzKgMiIiJhTmVAREQkzKkMiIiIhDmVARERkTCnMiAiIhLmVAZERETCnMqAiIhImFMZEBERCXMqAyIiImFOZUBERCTMqQyIiIiEOZUBERGRMKcyICIiEuZUBkRERMKcyoCIiEiYUxkQEREJcyoDIiIiYU5lQEREJMypDIiIiIQ5lQEREZEwpzIgIiIS5lQGREREwpzKgIiISJhTGRAREQlzKgMiIiJhTmVAREQkzP3/oa0u6FG+ILAAAAAASUVORK5CYII=\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "xgi.draw_hypergraph_hull(\n", - " H, pos, dyad_color=\"green\", edge_fc=\"lime\", node_fc=\"darkgreen\"\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Additionally it is possible to choose the contour color of the hyperedges of order in our hypergraph:" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(, )" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "xgi.draw_hypergraph_hull(H, pos, edge_ec=\"darkred\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The parameter `radius` controls the radius of the convex hull in the vicinity of the nodes when drawing and hyperedges. For example if we were to make it smaller:" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(, )" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "xgi.draw_hypergraph_hull(H, pos, radius=0.01)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This drawing function does its best when we want to highlight the few group interactions that are present in a mostly dyadic structure, here's and example:" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(, )" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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QBCFTE8FAJvGlegOf6t69O1WrViUsLIwJEyakddeyBN3IwI0bN/D19U3yeb/99hvGxsYcOXKEffv2pVX3BEEQ0pQIBjKJpOYNAMjlcv1Swz///JNr166lad+yAnt7eypUqADA0aNHk3xekSJF9BtFjRw5UuRpCIKQKYlgIJPQrSi4fPlykjLeq1atSs+ePYGYzXXEEPaXJXeJoc6ECRPIkycPL168YOHChWnRNUEQhDQlgoFMolSpUtjY2BAWFsadO3eSdM6cOXOwsLDg8uXLbN26NY17mPnpgoEjR44kq5iQpaUlCxYsAGD27NkJFocSBEHIqEQwkEnI5XJq1KgBJG2qAGLWw+tyBsaNG0dYWFia9S8rqF69OtmyZcPPzy/ZpYa7dOlC7dq1iYiI0C/vFARByCxEMJCJJCdvQGfUqFEUKFCAd+/e6VcZCPEzMjKiYcOGQPKnCmQyGUuWLEEul7Nz505OnTqVFl0UBEFIEyIYyEQ+XVGQ1BwAU1NT/Tz2ggULePnyZVp1L0tIad4AgLOzM4MGDQJi8jSSktshCIKQEcgkkVmWaYSHh2NjY4NKpeLFixcUKFAgSedJkkT9+vU5ffo0HTt2ZOfOnWnb0Uzs9evX5M+fH7lcjp+fH9mzZ0/W+QEBARQtWpSAgACWLFnCsGHD0qingiAIhiNGBjIRc3NzvvvuOyBp9QZ0ZDIZbm5uyOVydu3axdmzZ9Oqi5levnz5KFWqFFqtluPHjyf7fFtbW2bNmgXAlClT+PDhg6G7KAiCYHAiGMhkUpI3ADFD2C4uLgCMGDECjUZj8L5lFbpqhEktTfy5AQMGUKFCBYKCgpg4caIhuyYIgpAmRDCQySR1B8P4TJ8+HWtra27fvs26desM3bUs49O8gZTMoikUCpYuXQrAH3/8wfXr1w3aP0EQBEMTwUAmo1teeO/ePYKCgpJ1bs6cOZk2bRoAEydOJDg42MC9yxpq1aqFubk579+/x8PDI0Vt1KxZk+7duyNJEsOHD09W3QJBEISvTQQDmUzu3LkpUqQIkiRx6dKlZJ//008/UaJECT58+CC23k2Aqakp9erVA1K2qkBn/vz5WFpacunSJTZv3myo7gmCIBicCAYyodRMFRgZGfHbb78B4O7uzuPHjw3at6wiNUsMdRwdHZk8eTIAY8eO5ePHjwbpmyAIgqGJYCATSs4OhvFp2rQpLVq0QK1W6zfZEWLTBQPnz58nJCQkxe2MGDGCokWL4uPjI0ZiBEHIsEQwkAnpRgauXr1KdHR0itpYtGgRSqWSf//9N1VPv1lVkSJFKFKkCCqVipMnT6a4HRMTE/0Okm5ubjx69MhQXRQEQTAYEQxkQsWLF8fOzo6IiAhu3bqV4jaGDx8OxGy9q1KpDNnFLMEQUwUQs1Txhx9+QK1WM2LECLGDpCAIGY4IBjIhmUyW7E2L4jN58mRy5szJo0ePWL58uaG6l2Wkdonhp3777TeMjY05evQo+/btM0T3BEEQDEYEA5lUapIIdWxsbPTV8qZOnSqq5X2mbt26GBsb8/LlS548eZKqtooUKaLfzXDkyJFEREQYoouCIAgGIYKBTColmxbFp1+/fjg7OxMcHMyUKVMM1b0swcLCgtq1awMpr0b4qV9++YU8efLw4sULFi1alOr2BEEQDEUEA5lUxYoVMTY2xtfXl+fPn6e4HYVCoU9wW716NXfv3jVUF7MEXWliQyRZWlpa6neQnD17Nq9fv051m4IgCIYggoFMytTUlMqVKwOpmyoAqFOnDh07dkSr1eLq6ioS3D6hyxs4c+aMQYb2O3fuTO3atYmIiNBPGwiCIKQ3EQxkYqmtN/Cp+fPnY2pqyqlTp/jnn39S3V5WUbJkSZycnIiMjOTMmTOpbk8mk7FkyRL9DpKnTp0yQC8FQRBSRwQDmZghkgh1ChQooH9SHT16NJGRkaluMyuQyWQGW2Ko4+zszODBgwEYPnw4arXaIO0KgiCklAgGMjHd8sKHDx/i7++f6vbGjx9Pnjx5ePnypb5ksWC4egOfmj59OnZ2dty7d08s6xQEId2JYCATs7Ozo0SJEgBcvHgx1e1ZWFgwb948AGbNmoWXl1eq28wKGjRogFKp5PHjx7x48cIgbdra2uqXdU6ZMkUs6xQEIV2JYCCTM+RUAUC3bt2oXr06YWFh/PLLLwZpM7OztrbWj8IYcnTgxx9/pEKFCgQHBzNhwgSDtSsIgpBcIhjI5AyZRAgxc+S6pYYbN27kypUrBmk3s0uLqQKFQsHSpUsBWLt2LdevXzdY24IgCMkhgoFMThcMXL9+naioKIO0WblyZXr37g3E7Lqn1WoN0m5mpgsGTpw4keLNoeJTs2ZNevTogSRJDBs2THzWgiCkCxEMZHJFihQhV65cREVFcePGDYO1O2fOHCwtLbly5Qpbt241WLuZlbOzM7lz5yYsLMxgUzI68+bNw9LSksuXL7Np0yaDti0IgpAUIhjI5GQymcGnCgAcHByYOHEiAOPGjSM0NNRgbWdGcrmcJk2aAIYpTfwpR0dHJk+eDMR81h8/fjRo+4IgCF8igoEsQBcMGPqJ1dXVlYIFC+Ll5cXcuXMN2nZmZMjSxJ9zdXWlWLFi+Pj4MH36dIO3LwiCkBiZJGrPZnpXrlyhWrVq2NnZ8eHDB2QymcHa/ueff2jXrh0mJiY8evSIAgUKGKztzMbf35+cOXMiSRJv374lT548Bm3/0KFDNG/eHKVSyd27dylZsqRB2xcEQUiIGBnIAipUqICpqSn+/v48fvzYoG23adOG+vXrExUVxZgxY9BqtYSFhX2TiW52dnZUqVIFgCNHjhi8/WbNmtGyZUvUarXYI0IQhK9KBANZgLGxMVWrVgUMP1Ugk8lwc3NDJpOxe/duTM3MsbS0xNzCkr59+3Lnzh2DXi+jS4slhp9avHgxxsbGHD16lL17937TwZcgCF+PCAayiLRIItS5d+8eyGQoLO0wr9KBHC1/xrRSO7btPUTFSpXYtm2bwa+ZUemCgWPHjqXJngJFihTR7xHRo2dPzC0svungSxCEr0PkDGQRBw8epEWLFhQtWpQnT54YrN07d+5QsVIlzErUxrbpcGQKpf41SaMm4PASIh6d5cb16zg7OxvsuhmVRqMhV65cBAQEcP78eX0QZkjr16+nX//+KCxssSzfFKPsDqgC3xN5/zjqEH82bdxI165dDX5dQRC+XSIYyCICAwOxs7NDkiR8fHzIlSuXQdrt27cv2/YeInf/VbECAR1Jo+b96h9xLlaAbt26oVAoUCqVsb7S+mdyudygSZNf0rVrV7Zv386kSZOYMWOGQdvWBV+mJWpjJ4IvQRC+krj/uguZUvbs2SldujT37t3jwoULtG3bNtVtarVatm3fgWmldvEGAgAyhRLzck24fmFrupbT/ZpBiK+vLwBr1qwhKirqi+cmp/0FCxagsLSNEwhAzGdt23Q4Pm/v4ebmxvr169PjoxYEIQsSwUAWUrNmTYMGAxEREURFRmCV3SHR45Q29iBJZM+eHQcHB3Lnzo2VlRUajQa1Wo1arY71fUI/+9IxGo0mwT5oNBo0Go3BSjInhY+PDwsWLDBsozIZ1jW7JRp8mZZpxLbtO1i3bt1XHRERBCHrEsFAFlKrVi1WrVplsBUFZmZmmJiaoQp8n+hx6iBvkMkIDAwkMDCQBw8ekDNnTpo1a0bz5s1p3Lgx2bNnT3V/JEnS3/RTG1ik9rxVq1bh4+ND8+bNKVq0aIqv9+nPoqOjefjwIUZJCL6iIiOIiIjA3Nw81Z+rIAiCCAayEF0y240bN4iIiMDMzCxV7cnlcrp26cy2vYeQqnVMMGcg8t4xOnfqROPGjTl48CBHjx7lw4cPbNy4kY0bN6JQKKhevTotWrSgefPmlC1bNkVPtDKZTD+kbmJikqr3lloqlYo5c+aQPXt23NzcDNKmVqvF3MIyicGXnEmTJjFs2DAKFixokOsLgvDtEgmEWYgkSeTNmxcvLy/OnDlD7dq1U93ml1YT+B10I+LhWW7evEH58uUBiI6O5sKFCxw8eJCDBw/y4MGDWG3mzZuX5s2b07x5cxo0aIClpWWq+/m1nT17ljp16pAjRw58fHyQy1O/SlelUlG2bFmevfMjz6C1CQZf71b2RxPqD8QEbK1bt2bEiBHUrl1bTBsIgpAiIhjIYjp16sSuXbuYNWsWEyZMMEib27Zto2evXsjMrLFwborSxh51kDdhd46gDvEHJNauXUu/fv3iPf/FixccOnSIgwcPcuLECSIjI/WvGRsbU6dOHZo3b65fGpkZqFQq7OzsCAkJ4dq1a1SqVClV7X348IEOHTpw9uxZQIZFmXrxryY45E7E43O4u7mxb98+jh49qn+9fPnyjBgxgi5dumBqapqq/giC8I2RhCzFzc1NAqTmzZsbtN1r165JCoVCQiaTAAmZTMqbN680bNgwCZDMzMyke/fufbGd8PBw6eDBg9LQoUOlggULxrT1yVeRIkWk4cOHS0eOHJEiIiIM+h4MrW3bthIgzZgxI1Xt3L59W8qfP78ESFZWVtLPP/8sKZRKSWmVQ7Ku1V2y+2G0ZF2ru2Rik0tSKJXS1q1b9efev39fGjhwoGRmZqb/DHPlyiVNmTJFev/+fWrfoiAI3wgRDGQx169flwDJxsZG0mg0Bmv3xo0bEiBZW1tLJ06ckAApR44cklqtlpo0aSIBUsmSJaXQ0NAkt6nVaqWHDx9KixYtkurXry8plcpYgYG5ubnUqlUraeXKldLr168N9l4MZdWqVRIg1axZM8Vt7Nq1SzI3N9cHQg8ePJAkKSZAyJU7tz74MjE1k/r06SPdvn073nb8/f2luXPnSnnz5tV/fkZGRlLPnj2lGzdupLh/giB8G0QwkMWoVCrJwsJCAiQPDw+Dtbt8+XIJkBo3bixFRkZKRkZGEiB5enpKPj4+kqOjowRIvXv3TvE1goODpb/++kvq37+/5ODgEGfUoGzZstK4ceOks2fPSiqVymDvLaVevXolAZJcLpcCAgKSda5Go5EmT56sf2+NGzeO1YZWq5VsbW0lQLp48aKk1WqT1G50dLS0Y8cOqUaNGrE+u1q1akm7d+/OEJ+bIAgZjwgGsqD69etLgLRy5UqDtdmnTx8JkCZNmiRJkiRVrlxZAqRt27ZJkiRJZ86ckeRyuQRIf/75Z6qvp9VqpZs3b0ozZ86UatSooW9b92VjYyN16tRJ2rBhg+Tj45Pq66VUqVKlJEDauXNnks/5+PGj1KZNG/17GTVqVJybtJeXlz7QSOl0yZUrV6Ru3brFGnHJly+ftGDBgmQHL4IgZG0iGMiCpkyZIgFSz549Ddam7qa3f/9+SZIkaejQoRIgubq66o+ZMWOGfnj//v37Bru2JEmSn5+ftGXLFql79+76J2bdl0wmkypXrixNmzZNunr1qkGnR75k1KhREiD169cvScc/f/5cKl26tARIxsbG0oYNG+I97ujRoxIgFStWLNV9fPfunTRx4kQpR44csaZghgwZIj169CjV7QuCkPmJYCALOnLkiARIBQsWNEh7wcHBkuy/uWtvb29JkiRp06ZNEiBVr15df5xarZYaNmwoAVLp0qWlsLAwg1z/c2q1Wrp48aI0adIkqUKFCnGmE3LlyiX17t1b2rFjhxQYGJgmfdDR3bQdHR2/OJR/4sQJfSDj4OAgXb58OcFjFy9eLAFSu3btDNbX8PBw6Y8//pDKli0b6/Nq1qyZdOTIkSRPRQiCkPWIYCALCg4O1g+re3l5pbo9XcJg/vz59T978uRJTGKbiYkUFRWl/7m3t7dkb2+frKfl1Hr37p20du1aqV27dpKVlVWsG51CoZBq164tzZ07V/Lw8DD4DS8iIkKfyX/37t14j9FqtdKSJUtiVmOAVKVKFendu3eJttu/f38JkKZMmWLQ/ur6c+LECalVq1b6IE+XALpixYpkJYEKgpA1iGAgiypfvrwESLt27Up1W7Nnz5YAqVOnTvqfabVaKXv27BIgXb9+PdbxJ0+e1AcjmzZtSvX1kyMqKko6ceKENHr0aKlkyZJxRg2cnJykgQMHSvv27TPYTa958+YSIM2fPz/Oa5GRkfobu27qJik5AFWrVk12LkJKPH36VBoxYkSsICp79uzS2LFjpVevXqXptQVByDhEMJBF/fTTTxIgjRgxItVt6ZLdFi5cGOvnuiWFv//+e5xzpk2bJgGShYWF9PDhw1T3IaU8PT2lZcuWSc2bN5dMTU1jBQbGxsZS48aNJXd3d+np06cpvsbSpUslQKpXr16sn3t7e+uz+uVyubRw4cIkjUxoNBrJ0tJSAgyee5GQ4OBgyc3NTSpUqFCsUZWOHTtKFy5cEFMIgpDFiWAgi9q2bZsESJUqVUp1W7plg+fOnYv1c12iYq9eveKco1ar9asaypYtK4WHh6e6H6kVFhYm/fvvv9JPP/0kFShQIM6oQbFixSRXV1fp6NGjUmRkZJLbffr0qX5df1BQkBQaGipdvXpVv+bf2tpaOnz4cJLbe/Hihb696OjolLzVFFOr1dLevXulevXqxfpsKlWqJG3evDnWlJAgCFmHCAayqNevX+uf7kJCQlLczps3b/TtfD6s/u+//0qAVLx48XjPff/+vZQ7d24JkAYMGJDiPqQFrVYrPXjwQFq4cKFUr169OAWPLCwspNatW0urVq2S3rx588X2dDd+I2PjmDb+m4vPnz+/9Pjx42T17cCBA/ogKj3duXNH6tevn2RiYqL/XBwcHKQZM2ZIvr6+6do3QRAMSwQDWZiTk5MESCdOnEhxG3/99ZcESM7OznFe+/Dhg/4mkdC69ePHj+uT1D4to5vRBAcHS7t375b69eunT4D89KtcuXLSL7/8Ip07dy5OTYCtW7dKMrlcUljaSda1uks5Wv4sWdfqLimtckgKhTLZ73vu3LkSIHXt2tWQbzHFfH19pRkzZsQqBGViYiL169dPunPnTnp3TxAEAxDBQBbWtWtXCZCmT5+e4jbGjh0rAZKLi0u8r+vmmI8ePZpgG7pKe5aWlsl+Sk4PGo1GunHjhjRjxgypevXqsTLudQl2Xbp0kTZu3CidPHlSUiiVkkWZ+lK+n/dI+ccd0H/l+3mPZFmmvqRQKhMsIxyfHj16SIA0c+bMNHyXyRcVFSVt3rxZqlSpUqzPo169etKePXsktVqd3l0UBCGFUr/vqpBh1axZE4Dz58+nuI2rV68CUKVKlXhfr1q1KgBXrlxJsI2pU6dSt25dQkND6dSpU6xdCzMiuVzOd999x6RJk7h48SK+vr5s3ryZbt26YWtrS2BgINu3b6dXr17Ur18fmZlNnB0GAWQKJbZNh6O0tMXNzS3J17937x4AZcqUMeTbSjVjY2O6d+/O1atXuXDhAp06dUKhUHDq1CnatGlDsWLFcHd35+PHj+ndVUEQkklsYZyF3b59mwoVKmBmZkbPnj35+PEjOXPmpG3bttSrV++L52s0GmxsbAgNDcXDwyPem5O7uzuurq788MMP7N+/P8G2vLy8KF++PB8+fGDQoEGsWLEiVe8tvWg0Gk6dOsWuXbs4duwYL16+xLpmN2xqdk3wnKAL24i8/jcR4WHIZLIvtm9hYUFUVBTPnj2jcOHChn4LBvXmzRt+//13Vq9eTWBgIABWVlb069ePYcOGZfj+C4IQQwQDWdTWrVuZOn02z58+RNJqsSlSE6VFdtCqkavDUKhCafR9JcaMGk7p0qXjvUndu3ePsmXLYmFhQXBwMAqFIs4xly9fpnr16uTMmRMfH59Eb3ZHjx6ladOmSJLE9u3b6dy5s0HfsyFER0fz9u1b3rx5w+vXr2P9qfs+ODg41jk5Wv6MRam6CbYZev8U/gcW4ebmRq1atShbtizGxsbxHvvkyROKFy+OmZkZoaGhyOWZY/AuLCyMzZs34+7uzsOHDwGQyWT88MMPuLq6Uq9evS8GQoIgpB8RDGQxAQEB1KpTH3+1JWpzRz4+O4/643vM8lXCNGcRkMmR5EqQQK6NRBEViIO1EY2+r0SbFo2oWrUqRkZGAKxbt47+/ftTp04dTp8+He/1IiMjyZYtGyqVCk9PTwoWLJho/yZNmsSsWbOwsrLi5s2bFClSxNAfQYK0Wi0+Pj6J3uh9fHxIyv8SRkZGqFQqkMmSNDIQfGEr/NeuiYkJ5cuXp0qVKvqvIkWKIJfL+fvvv2nfvj0VK1bk+vXrBnvvX4skSRw7dgw3NzcOHTqk/3nZsmUZMWIE3bp1w8zMLB17KAhCfEQwkIXcv3+fxi07EpWtKBqT7MjV4ciDnuHneYsqdZrhMm4+AI8fP+bSlSuER0u89vJDrdUi00SjUH0kmzKSutWcad20Hnv++Yf169czduxY5s2bl+B1K1euzPXr15P0tK9Wq6lfvz7nzp2jQoUKXLx4EVNT01S/d0mSCA4OTvRG//bt25gb+BeYmJiQL18+nJyc9H/qvjcxMeHnn3/mxo0bKBQKKlasxO0nL7D/cXWcnAEASaPGe80AShZwxN7enqtXr+qH0z9lY2ND5cqViYqK4uzZs3Ts2JGdO3em+nNJT48fP2bJkiX8+eefhIeHA5AjRw4GDhzIkCFDcHR0TOceCoKgI4KBLMLPzw/nKrWJtCmJ1siCHGYwdszPPL57jUUTfsQ2pz3zNxyLc160KpqnT55y+95DHj1/S0S0Ctl/UwkfH51AFRnKkJ+GMnnSROzt7eO99tChQ/n9998ZOXIkixcv/mJf3717R/ny5fHz8+Onn35i2bJlXzwnMjKSt2/fxrnRf3rDDwkJ+WI7crkcR0fHeG/0uj9z5MgR75D2lStXaNu2Le/fv8fW1padO3diYWFB9Ro1sChVF7tmI2IFBJJGjf8hdyIfn+PG9es4OzsjSRLPnz/n2rVrXL16latXr3Lz5s14kyrz5s0ba/SgYsWKZMuW7YvvMaMJDAxk7dq1LFu2jFevXgGgVCrp1KkTI0aMSDA5VRCEr0cEA1lEqbLl8VXkR2NiTZkCuenTpzcAUZHhDOtQA61Ww8zV+8jlmD/BeWitVsur16+44/EQj4dPeHV6HSBhU7opxlIEpQs50KJBDX5o1phixYrpb5ibNm2iV69e1KhRgwsXLiSpv4cPH6ZZs2YA7Nixg5o1ayZ6o/f19U1Su3Z2done6B0cHPTTIMmxceNGXFxciIqKonTp0uzbt49ChQoxcuTImJUCMhlKSzssnJugtLFHHeRN6O1DaMICWbF8OYMGDUqwbZVKxb1797h69Srjx48nKCgImUwWZ7pCJpNRsmTJWAFCYvkHGY1arWbv3r24u7tz7tw5/c+rV6/OiBEjaNeuXYr+bgRBSD0RDGQBmzZt4ufZq4jOVoSc5hLjxo7Rv/bG8zELf/mRsNBgkCSUxiZUqd2URm164lSoeIJtPrl/g/lj+mBqkY1CdXrj5ReETAKZJhJFdCB5bU1pUqcqbVo0Ilu2bJQqVQpTU1M+fvwY6x90SZIIDAyM90Z/7tw53r59m+T3aW5unuiNPm/evFhYWKTsQ0yAWq1m3Lhx+hGP1q1bs2nTJqysrLhw4QLff/89kiSxbNkyFi5axMuXL2NyA2QyFHI5Go2GZs2aceDAgS8mA0ZFRWFpaYlarebBgwf4+vrGGkHQPVV/KrH8g4zs5s2buLu7s23bNv3UTd68eRk6dCgDBgzA1tY2nXsoCN8WEQxkAUVLliXAvCQAc6dP0t8Irpw+yNpFE5BbZMeiXBOMsjugCnxPuMcxNKH+9B89m6p1m8fb5tG/N7Dzj4WUr1aPoVOW8PHjR+49eMDdB0958dYHjVZCrolCFhWIpRTCuyfXUatU9OvXDyDWXL1uvvhLnJycyJ8/f7w3eicnJ2xtbb9qRnpgYCBdunTh6NGjAEyZMoWpU6cil8uJiIigfPnyPHnyhD59+rB+/Xratm3Lnj17mDVrFlOnTkWtVmNiYkJUVBSLFi1i1KhRiV7Pw8ODcuXKkS1bNv3owKd8fHxiBQfXrl0jICAgTju6/ANdcFC5cmUcHBwM98EYkLe3NytXrmTFihX60R8zMzN69erF8OHDKVWqVDr3UBC+DSIYyOTUajVOpaoTmb0UeWyUjHQdCcSMCMwY0RmzknXiFMSRNGr8Dy8h4uEZJrvviHeEYOWcn7l+7ghN2/fFuVo9Aj68J+CDNwEf3uPn44X3u9cE+vugjopIUj9z5swZb1KeiYkJffv2JSgoiOHDh+Pu7m6YDyaVHj58SKtWrXj27Bnm5uZs2LCBDh066F8fM2YMCxcuxNHRkXv37pE9e3aaNWvG4cOH+fPPPzl06BA7duygdu3anD17FiMjIy5evEilSpUSvOb27dvp2rVrkqdbJEnC09NTHxxk5vyDyMhItm/fjru7O7dv39b/vHHjxowYMYKmTZtm+NEOQcjMRDCQyW3atImf564j2sKJsT/1Jleu3ACsWzyJa9cu4TAg4Sz392sGUKpEaWo1akOAn/d/N/uYrxePPdBqNUnqg7GJKZJMjioyHLmJFcZ2BVEojTCSqShVJD9tmzegfdtWCS47/Pfff/nhhx8A+Ouvv2jXrl0KPw3DOHDgAN26dSMkJIT8+fOzZ88eypcvr3/98uXL1KxZE61Wy/79+/V9r1evHqdPn2b79u3kzJmTBg0aYGlpSYMGDdi7dy+FCxfm5s2bCd6EdcsuXVxcWLVqVYr6/mn+ge7rwYMHaLXaWMd9mn+gG0UoV65cuucfSJLEuXPncHNzY+/evfp+FytWjOHDh9O7d28sLS3TtY+CkBWJYCCT69evH/tv+KIxysaCGROAmETAIe2qYFGlQ7LWv8dHoVCSPWdubHPYY5vTAduc9mTPaY9dTgey58yNXU4HzCys8Lh2jiXTfiKHgxN1O4/i3uPn+Ph/BCRk6ggUUYEUzG1F07pVad2iMeXLl4/1pDd27FgWLFiAtbU1t27d+mK9grQgSRJz585l4sSJSJJEnTp12LVrFzlz5tQfExkZSYUKFXj06BE9evRg06ZN+tdq1KjBpUuX2LNnDy1btqR48eI8e/YMd3d3Fi1axOvXr+nevTubNm2Kd7qjTZs27N27lyVLljBs2DCDva/Q0FBu3rwZK0CIL//A2NiYChUqZJj8gxcvXrBs2TL++OMPfYlja2trfvzxR4YOHUqBAgXSpV+CkBWJYCCTa9++PWc91WgU5iyYMRGIWUHwU7uqSa6Ml69IKXLmzqO/6YcEB3Jo11pyOeZj5ur9SboZhAQHMLJrHQCW7LyAuWU2goIC8bj/gDsPnvHayxetBHJNFPLoYHKYa2lYsyJtmjegZs2aKBQK6tSpw6VLl6hcuTLnz5//qk+p4eHh9O/fn+3btwMwePBg3N3d42S3jx8/nnnz5pE7d24ePHgQK9Htu+++49atWxw6dIimTZuyYMECxo4dS5UqVVi8eDF16tRBo9Hw559/0rt37zh9KFKkCM+fP+fEiRPUr18/Td9vcvMPPs1B+Nr5ByEhIWzYsIElS5bw9OlTIGaJaJs2bXB1daVWrVqiuqEgpJIIBjK5gQMH8velN2hMsrNg+i9A8kcGstnYUrFmI+r90BXHfIXYs2kZB7atokbD1vQbNTPJfRnfryl+3u8YNWs1pSpUj/VaREQEDx8/4s69xzx96UW0WotMG41CFYoFodSsWIqalUozccIEgoKCcHV15bfffkvZh5JMb968oU2bNty8eROlUsnSpUvjXQp47do1qlWrhlar5Z9//qFNmzaxXi9VqhQPHz7k1KlT1K1bF19fX/LmzYtKpeLWrVscOHCAyZMnY2Fhwc2bNylWrJj+3PDwcCwtLZEkCR8fH3LlypXWbzuWzJB/oNVqOXToEG5ubhw/flz/8woVKuDq6krnzp0xMTFJ834IQlYkgoFM7p9//mHQRDeirQrwU+8O+uH1pOQMvFvZD01o7KdBCytrjIxNCPL3pevgCTRomXAw8bnV88Zy9cwh2vQaxg9dXBI8Tq1W8fy5J7fvPeLRs5eERET/V+goHE3AU4Je3wfgjz/+oH///km+fkpcuHCBdu3a4evrS44cOfjrr7+oXbt2nOOioqKoWLEi9+/fp2vXrmzdujXOMYULF8bT05NLly5RrVo1ADp37szOnTsZMmQIS5YsoVGjRpw6dYoKFSpw6dIl/c3rxo0bVKpUiZw5cya5pkJay8j5B/fv32fJkiVs3LhRH7Dkzp2bwYMHM2jQIHLnzp1m1xaErEgEA5mcJEnkKV6JiOylyWEG48eNBZKwmuCQOxGPzvJDFxfuXD3D62ePkKTY/8gbGZvgXLUO1eu3omT5qhibJF42+NieTexYPR/nqnUZNnVp0vqPxLu3b7nj8YB7jz35EBhKxOtrRPk8RCZXUqFmQ9q1aEir5o0pU6aMQYeD//jjD4YMGYJKpcLZ2Zk9e/YkOA+tS+7LlSsX9+/fJ0eOHHGOyZMnD15eXty8eZMKFSoAcOLECRo2bEi2bNnw8vIiODgYZ2dn/Pz8GDFihH5r4w0bNtCnTx/q1avHyZMnDfYeDS2j5R/4+/uzZs0ali1bxrt37/TX7tq1KyNGjND/PQiCkDgRDGQBpcqWx8eoCJJcyZxp41H+d+PX1RlQWNphXrZR7Mp4oYH0HDqZOs07AjF5BtfOHubo3xvxev08zjUUSiNKlq9K5dpNca5SB8tsNnGOef7wNnNG98TKxpbFW06n6MbtH+DP7Tt32bNmNhFB3igscpCtWB2UqlDsrRU0rFWR1s0aUL169RQ/eapUKkaNGqUvg9yxY0fWr1+fYMGimzdvUqVKFTQaDbt376Z9+/bxHmdnZ0dAQAAPHjygZMmYug9arVafSLh27Vr69esXa/WEbjWCbqni0KFDWbo0aYFURpER8g9UKhV///03bm5uXL58Wf/z2rVrM2LECFq3bh3vrpuCIMQQwUAWcPbsWTq5jCfKuigNqzvTtElj/WtvPB9zfO9mLhzfB5IWhZExpiamhIV+pE6zjvQcNiVWW5dO7mftwgnksM+LuYUVr58/jHM9mUxGoZLOVKzZiArV6pHTwQkAVXQUQ9tXQ6NRM3f9YXLkzpPi9+Tn845fh3YkIiwEh+JVUNuWQqX5b0MldQjZFJHUrlKW1k3q0qBBfaysrJLUrr+/Px07duTUqVMAzJgxg4kTJyYYuERHR1OpUiU8PDy+uHmQpaUlYWFhcXZvnD9/PuPGjaNq1ar6G5WujLGdnR137tzhxx9/5PDhw6xcuZKBAwcm9WPKkNI7/+DKlSu4u7uza9cu1Go1AAUKFGDo0KH0798fGxubVLUvCFmRCAayiAmTp7J6/22MrHIyYaQL5mbmsV4f2r4akRFhzFy9n4+Bfswf1xeZTMbkJTvIV7ik/ritK+dwct9WGrbpQReXcQQH+HHt3GHOH/mbty+fxntth3yF+a56fcpXr8+mpdN5/fwhA8cvoHLtpql6T7cunuD3ma4ADJnkhqmNQ0yewfPXhEf9f0MlE3UQlcoUxtZcTod2bWjRokW87Xl4eNC6dWtevHiBpaUlmzdvpnXr1on2Ydq0afz666/kyJGD+/fvJ5rYp1Qq0Wg0vHv3LtaOfJ8mEt6+fRtnZ2eioqKoXr06t27dom7dujx79oy3b99y/vx5atasmfwPK4NLj/yDd+/esXz5clatWoW/vz8AFhYW9OnTh+HDh8dK4BSEb50IBrIItVpN7eadeBRkQZXyJenYtpX+NUmScPkhZse8RZtPYW2bQ5/sV6RUBcYt2KB/Mp7l2o0XTzwYMHZenFLFfj7vuHb2MBeP7+P9G894+2FsYkZ0VAQVajRg4LgFKFO58cz2VfM4vnczFlbWTFm6C7tcDmi1Wt68ec1tjwfcf/KSgI9hyCQtMnUEysgPGEf7M3JIv1jlf//55x969uxJWFgYhQoVYu/evZQpUybRa9++fZvKlSujVqu/uD2zWq3WL0P09/ePU1u/U6dO7Nq1iyFDhvD7778D8OTJE7777jvCwsL0xwUGBn4zT65fK/8gIiKCLVu24O7uzr179/Q/b968Oa6urjRs2FAsTRS+eSIYyELOX7hAu0HTUVs4MGpgdxzsY+ZjIyPCGdq+KgC//30VE1MzAvy8mTSgFdFREQwYM5eq9VqgUkUzrH011GoVs9ceJNd/w//x8XrtydUzB7l86gB+3u/iPcbUzIKylb+nfLV6lK1UC3PL5A//qlUq5v7ck5dP71O4pDNj5q1HqYwdYPh+8OXMmXNcu/sQrdwEuSYKZfg78mfTcOnCOf1eAQD169dn586d2NnZJXpdlUpFlSpVuH37Nu3atWP37t2J3jDCwsL0lfHCwsIwN489MvN5IqEuP2Hjxo36mgM5cuTgw4cPyfuAspi0zD+QJImTJ0/i7u7OgQMH9LtClipVihEjRtCjR484f2+C8K0QwUAW02vAMP699QGnvI4MHdgXGTKCAj7wc4/6yORyVu+/rb+p/btjDf9sWIKNXS5mrt6P1+vnzB7ZDctsNvy27WySnpYkSeLVswdcPXOIq6cPEhQQ/81MrlBSvGwlKlSvR/lq9bHNaZ/k9/Th/RumD+9MRFgITTv0pUO/hDf82btvLxeu3EZrZIEy9B1Rb68R8jEYgOHDh7No0SKUyrhLLT83Y8YMpkyZgq2tLQ8ePPjiUjV/f3/9CgO1Wh0nWU2r1VKsWDGeP3/OunXr6Nu3r/61atWqceXKFUxNTfHy8iJ79uxf7N+3Iq3yD54+fcrSpUtZv349oaGhANja2uLi4sJPP/1E3rx50/R9CUJGI4KBLObt27dU/6E3oSZO9GjTkPLly+P99gWTXFphbmnFkp0X9ceqoqOYMqgNH7zf0rzTj9jY5WTrijmUqVQL1+krkn1trVbLU4/rLJ48CI1aleix+YqUpEK1mMAgb8FiXww8blw4zopZMZswDf/1d8pVjlsLQEetUTN54gT8n15GGxGITCbjjz/+0O+o+CUeHh5UrFgRlUrFli1b6Nat2xfPeffuHXnz5kWpVOq35P3cvHnzGD9+PNWqVePSpUv6nw8ePJiVK1cCJGkU4luXnPyDEiVKxAoQPs8/CA4OZt26dSxdupQXL14AoFAo6NChA66urvp6EYKQ1YlgIAuat9CNBVvPYmGdg/Gug/B6+ZSZrl2wzWnP/A3HYh17+/Iplk0fjlJpRJmKtbh95RStug+hVffBKb7+4okuPLh1ifotuxIRHsatiyeIjAhL8PgcufPgXLUuFarXp2iZ71DEUyQJYOuK2Zzcvw3LbDZMWbYL2xz2aLVaVNGRGBmb6ueQH3tcY8Ws0YR+DERmZIqNQ2G2rFxAs2bNvth3tVpNtWrVuHHjBq1atWLPnj1JujF7enpSuHBhLC0tCQkJifcYHx8f8ubNi1qt5s6dO5QrVw6ABg0acPLkSRQKBRqNhhUrVsRbAVFIWGrzDyRJ4sCBA7i5uXH69Gn98VWqVGHEiBF06NAhwSRGrVZLREQEZmZmYmdFIdMSwUAWFBkZSbVG7XkdZUe96uUpaG/Nogk/4pivMNNX7ol1rCRJuE0ZzP0bFzA2NSM6MoIRvy6nbOXvU3z9PRuXcmD7an054+ioSDyun+fqmYPcvXoWVXSU/liZTManv4LmltkoV7k25avXo8x3NTE1///af5Uqmjmje/D62UPyFS5BngJFuXbuKOroKJTGJlSp3RQbu1wc2b0ejUaNU+ESfDQrisLYBNvwRzx96PHFvs+ZM4cJEyZgY2PDgwcPkrwO/sGDB5QuXRo7Ozv8/PwSPK5jx47s3r2bn376SV/nIHfu3Pj6+jJixAjc3d0xNTXl2rVrX0xwzMy+xg00qfkH1tbWsXIPzM3N2bZtG1u2bCE6OhoAR0dHhgwZwsCBA/XTQXfu3MHNzY1t23cQFRmBiakZXbt0xtXVFWdn5zR5T4KQVkQwkEUd+PcgfScsA/PctKhelA2/TaRQiXJMWLwlzrHv33gydUg7tJqYLYt/23YWK+uUz1vfuXKGpb8OxcGpEDNW7Y31WkR4KLcvneLKmYM8vHUZjUatf02uUKL95L+VSiNKVqhG+Wr1cK5aFxvbnPi+f8PUwW1RRUejzGaHRbkmGGV3QBX4nrA7R1CH+AMSVes2p/eIX1m5ejWv/aMwDX7E7TP7Ep37f/DgARUqVCA6OpoNGzbQq1evJL/nmzdvUrFiRfLkycPbt28TPO748eM0atSIbNmy8f79e8LCwvTLFT9+/Ejnzp05dOgQpUqV4tq1a1kuoS09b6DJzT8oV64cKpWKGzdu6IMIU1NTunfvTtGiRZk4aRJKKztMSzfU/w5G3j+OOsSfTRs30rVr0kt5C0J6E8FAFiVJEq279OW8ZzS2ylCeX95PqQrVGTVrdbzHr5g1ihsXjqFQKPn976upWhL4McifUd3qIpPJcN95AXOL+AsChQQHcvPCMa6cOcTTezc+GSGQYWxiQnRU7H+kCxUvR4FiZTj173bMS9bBrtmIeMsshz88w2T3HeQrXIKIyAimzHZHEeVPx1oFWb58ebx9UavV1KxZk6tXr9KiRQv279+frHn7ixcvUrNmTQoXLsyzZ88SPE6r1VK0aFE8PT1Zv349BQoUoF69ehQqVIjnz5/j6+uLs7Mz3t7euLi4sGrVqiT3IaPbtm0bPXv1ylA30KTmH0BMIPD/wEGGRem68f4OBhxeQsSjs9y4fl2MEAiZhpjgyqJkMhkLpv+CSaQPXu9jNr4xM7dM8Hj7vDEV8zQaNSf2xR09SI5sNnbkyJ0HSZJ4+eRegsdZWWenTvNOjJ23nvkbjtHpx58pUKwMIOkDAblcrl+S6Pn4Lif3b0Vunj3OP8IAMoUSu2YjUFrl4Og/G1GrVBgbGYEmCq2RJddv3EywL7/99htXr17F2tqaVatWJTuBLyoqZurjS7vmyeVyBgwYAMDq1av16951UwK5cuVi8+bNyGQyVq9eza5du5LVj4zqzp079OzVC7MStcndfxU2NbtiUaouNjW7krv/KsxK1KZnr17cuXPnq/bLyMiIChUqMHDgQNauXYuHhwcBAQEcPXqU6dOn07JlS/3Kgk9HEBSWtgn+Dto2HY7S0la/74QgZAZfXmMlZFrFixenV+vaLF2/GwBjU7MEj33z4rH++31bV1C1XgtsbHOm+NoFi5fFz+cdL57ci7OdcXyy58hN43a9adyuNz5er7l25hBXzxzC6/VzwkM/AqBQKtFotFiWbxrvTowQ84+xedlGXD61lcsn98d6LYCYBDKFQoFcLtf/CTFZ5TrVqlWL9XpS/tSd//r1axo1ahTn9U+/j46ORiaTcenSJd6/f68/b9CgQfrjKlasyPXr1+nRowcnTpzA1tY22X1K7Z+GbGv+/PkoLe2w/WzTLN3fmW3T4Xi/vce0adOYMmUK0dHRREVF6f/89HtDvZbQMZr/pssSJJN98XfQtEwjtm3fwbp168TKECFTEMFAFjdhjCt/rNtABBAQ9DHeYyRJ4sWTmOQ6h3yFeP/ak7/Wu9F/9KwUX7dg8bJcO3uYF4/vJvvc3I75+KHrQFp0ceHtyydcO3OYq2cO4ecTU9zIKHviSX1KG3tIYPZLpVIluPQPYoKCTwOD5AoNDeX48eNJPv7ly5dATLXD27dvx3k9Ojo6a0wVyGRY1+yW6A3UrEwj9uzdyp49e75u377A2NgYExMTjI2NMTIywtvbO0m/g1GREURERGS5vA8haxLBQBZnbW1NxbLFOPb+BW98AggNDdVXytMJ8H1PSFAACoWSnj9NYf64Plw6sY+6zTtSuGT5FF23UPGYZXOejz2QJClFT0cymQyngsVxKlictr2H8/zhbeaP64cq8H2i56mDvEEmo3r9llSr24J1Ow8gkyQKmXizd88/aLVaNBoNWq2WP/74g7lz52JhYcE///xDzpw5Y72e1D/PnDmDm5sbpUqVYsKECV885+HDh7Fu8kOHDo1z7YCAANatW0d0dDSVK1emWrVqKepbUv5MizZjpSNJUpKDOHt7e0xNTTExMdHfhOP7M7HXknJMUl4zMjKK9bur1Woxt7BM0u+giakZZmYJj8YJQkYigoFvgIN9TAa9JMnZd/AI3TrF3oLX87+n97wFi1GsbEVqNmrDhWN72LpiDhPdtqVo6Ve+wiVQKJR8DPQnwPc9drkdv3xSImQyGUVKVaBavRZcu3YM62od433KlDRqQm8fAkni0ol9XDqxD7mpNWY2uanatkGsynJPnz7Vz+v+9ttvNGrUKMX9CwoKAiB//vx07979i8drtVoOHjzImzdvkMvlLFy4MN58g/r169OpUyeuX7/O3LlzqV+/for7+DU9f/6czZs3s3nz5piESpksyTdQLy+vDDu0LpfL6dqlM9v2HkJK5Hcw8t4xunbpnGHfhyB8TiQQfgN05VYV2khuPnjB69evY73+4r8kv4LFywLQrs8IzMwtefXsAReO7UnRNY1NTMlTsCjw/2DDEBq16Ykm1B//w0uQPlmGCDH/CPsddEMTGgiAmYUVcrkCbWQwYd5PWLNmDe3atePAgQNER0fTr18/IiMjadiwIT/++GOq+qVLLjM1NU3S8XK5nAYNGgDon0Tj07FjRwYMGIAkSfTo0SND710QEBDAypUrqVmzJkWKFGHatGk8e/YsJpiUJEJvH47zd6aTmW6grq6uqEP8CUjkdzA62I/hw4enUw8FIflEMPAN+PgxJlegcpmCyDUR/LX/CJL0/6VTLx7H5AvoggHr7Dlo+V8Fwr//dNcn8CWXbqrgRSIrCpLLqVBx+o+eTcTDM7xf40LQhW2E3j9F0IVtvFvZj/AHZ3AqVAyl0oiIsBC02phkMKVSiVqt5p9//qFly5bkzJmT8+fPY25uzpo1a1J9A0rqaoJP5c+fH4jZVc/DI+GCSLrph/fv39OnT594l72ll6ioKP755x/atWuHg4MDgwcP5uLFi8jlcsqVK4eFhQVarRalUokUHpjgDTTgkDvq0ABcXV3T540kg7OzM5s2biTi0Vl8/oj9O+i9xoXwB2eQJC1HjhxJ764KQpKJYOAboCuP26dHFyw1/rz7EMy16zHL7DQaNa+ePQCgYLGy+nPqt+yKg1MhQoID2Lc1+fsUwP+DC12wYShV6zZnsvsOqlSpQdjV3fgfWETY1d0o1ZGARPFylVm89TS9XX/FNHseIKaOgI5SqdQHSOHh4fTs2TPWhjUpkdyRASDWCM2aNWsSPM7c3Jzt27djamrKwYMHcXd3T3E/DUGSJC5cuMCgQYNwcHCgXbt2/PPPP0RHR+Ps7Mz06dNp3bo1d+/eJSwsjAoVKnD79m02b94c7w303cp+hD04w6aNGzPNuvyuXbty4/p12jdvSPCFrfgfWETk9b/o1rY5U6ZMBmDixImxShsLQkYmgoFvgC4YcHJyYlT/9iiig/n3xHkiIyPxevWc6KhIzMwtsc9bQH+OUmlEl4HjADi5bxter58n+7qF/gsGXj17gPoLGxcll1Oh4vQdOYPlf1/l97+vsOKfawyeuBiAE/u24uP1mmLONTEt2gCHEjVYuHAhNWrUAGIHBgDnz5+nX79+2Nvb079/fy5evEhya3GlJBjQ1RgA2LRpE+Hh4QkeW7ZsWRYvjnl/48aN48aNG8nqnyE8ffqUqVOnUqRIEWrVqsWqVasIDAzE0dGRMWPGcPfuXebNm8fKlSv5559/UCgUTJ48mcuXL1O6dGn9DbRrm+ZEXv8b/wOLiLi2G21YIJKkzXTJds7OzkyZMgUkCSsrKyLCw1m/fj3Tpk2jV69eaLVaunTpol8+KggZmQgGvgG6p2ArKysGu/SnYHYt4RFRHDl2Uj+fX6BY6TiJgqW/q0GF6vXRajVsWzkn2TfI3HkKYGZhRXRUJF6vEq7KlxpyuRwTU3NkMhllKtakar0WSFotG5dM467HPWSSlmrflWL06NFcuHCBGTNm6M/7lEwmIywsjHXr1lGzZk1KlizJ/Pnz8fb2TlI/kjtNoNVquX//PgB58uQhKCiI3bt3J3rOoEGDaNu2LSqVii5duiS4IZIh+fn58fvvv1OtWjWKFSvG9OnT8fT0xMLCgl69enHs2DFev37N1KlTWbFiBU2bNsXLy4tixYpx4cIFpk+fHmuDH2dnZ9avX094WCihoaFERkQwblxM0Dl06FD972pm4esbU9DL3t5eP9Ukk8lYvnw5ZcqUwcfHh65du8YJQAUhoxHBwDdAd9PIli0bxsbGzJk4AmWkHxduPuDhnWtA7CmCT3X68WeURsY8vH2FW5dOJuu6crmcAkVLA4afKkhI5wFjsLCy5o3nY84c2o1MHUHzBjVj+vDiBXPnzgXA3d2dBw8eMGXKFIoWLRon0Hn8+DHjxo0jb968tGrVir179yZanyC5IwMvX74kPDwcY2NjBg4cCPDFegK6rZidnJx49uwZQ4YMSdK1kisyMpLdu3fTunVrHBwcGDp0KFeuXEEul9O0aVO2bNmCj48PGzZsoGHDhly5cgVnZ2dWrIiZTho2bBi3bt2iatWqCV5DLpdjYWGBTCZjypQpFCpUiHfv3jFp0qQ0eU9pxcfHB0C/v4SOhYUFu3fvxtLSkjNnzjB58uT06J4gJJkIBrI4SZL0wYCVVcweAQ0b1KdueSckdRT3bv8XDBSPPxjI6eBE0/Z9ANi5ZkGc/QK+RDdV4PmVgoFsNnZ0GjAGAO9HlyD0HU0bN0SSJH788UfCwsKoXbs2Q4YMoWTJkvz66688fvyY69ev8/PPP8daegig0WjYv38/bdq0IW/evIwZM4aHDx/GuW5ygwHdqEDJkiUZMGAASqWSixcvxpo6iI+trS1bt25FLpezefNmNm7cmKTrfYlWq+Xs2bMMGDAAe3t7OnbsyL59+1Cr1VSoUIHFixfz7t07Dh06RLdu3bCwsCAqKopffvmF77//nufPn5M3b16OHz/OkiVLklVox8zMjJUrVwKwbNkyrl69apD39DXoRgbi2wCrePHirF27FoC5c+dy4MCBr9o3QUgOEQxkceHh4frs82zZsul/Pn/6BEwi3xP5MWa73YSCAYBmnfqTPUdu/HzeceSvP5N1/YIl/ltR8JWCAYAaDVqRt3ApkDRo/D3JkycPq1ev5uTJk5iZmbF27dpY0wQymYyKFSuyYMECXr16xdmzZxk8eLB+q1odX19fFi5cSKlSpahevTpr1qzRD2vrpgmSGgx8uieBvb09rVq1AqB9+/YUL+VM3iJlcCziTN4i5ShUvCyNGjfW5wnUqlWLadOmATBkyBCePHmS4s/q8ePHTJo0iUKFClGnTh3++OMPgoODcXJyYvz48dy7d4+bN28ycuRI7O3t9efdvXuXKlWqMHfuXLRaLb169cLDw0O/XDK5GjVqRPfu3ZEkCRcXl0RHYTISXTDw+ciATqdOnRg2bBgAPXv25MWLF1+tb4KQHCIYyOJ0Nyu5XB7raa1AgQI0qVoMAIWJJRZWNgm2YWJqTsf+PwNwaNda/H2TnhBVsFjMBjzv33gSEZ7ybP3kkMlk2JeuCzIFwQG+/Pbbb/z8c0z/Z8+eTZEiRRI8Vy6X8/3337N8+XK8vLw4fPgwvXv31o+q6Fy+fBkXFxfs7e3p06ePfmVAUnMGPg0G/P39uesR899Pn3vywbQo4dkrEGnrTLitM0FWZbj1wZwWPYZRomwFHj58yIQJE6hbty5hYWF06dJFH4wkha+vL0uWLKFy5cqUKFGCWbNm8erVK6ysrOjbty8nT57k5cuXzJkzh9KlS8c6V6PRMG/ePCpVqsTdu3fJkSMHf/31Fxs2bMDGxibJfYjP4sWLsbW11W9znBkkNE3wqYULF1K1alWCgoLo2LFjsv6uBOFrEcFAFvfpFMHna+mLFMwHgNzcltNnziXaTuXaTShWpiLRUZHs+mNhkq9vnT0Hdrkcv7iDoSFptBre+kdgnqswAOPHjyc0NJSaNWvqn9KSwsjIiCZNmvDnn3/i6+vLX3/9RYcOHWLd8CMiItiwYYN+P4LTp0/z7t27L7atCwa8vb0pV7UeAWbFkRtbImnUqAJeYamMJoeFhLWJBiVqtAozorIV44NxURp2GsTchW6sWLECOzs7bt26xfjx4xO9XkREBDt27OCHH37A0dGRESNGcP36dRQKBS1atGD79u34+Piwbt066tWrF2/VyWfPnlG7dm3Gjx+PSqWiVatW3Lt3j3bt2iX5M01Mrly5WLBgAQBTp07NFE/RiU0T6BgbG7Nz505sbW25ceMGI0eO/FrdE4QkE8FAFvd5vsCndBvjGJmYc/LSrUQ36JHJZHQd9AsyuZzr54/y6E7S53X/X2/g6wQDr169IlKlxTFPXvLmzYtKpUKhULBu3ToUCkWK2jQ1NaVdu3bs2rWLDx8+sGnTJpo1axanvX379uHk5ESjRo3466+/iI6OjtOWWq3m0aNHAGzZd5JIm1JoTazJZh+zjbS9hYapUyYzbuw4Jk2YwJwZU5n763hK57fDyMiIcPOCLN5xiR96DKN125jS0m5ubvz777+xrqPVajl16hT9+vUjd+7cdOnShX///ReNRkOlSpVwd3fHy8uLAwcO0Llz5wSX9kmSxMqVK3F2dubixYtYWVmxfv169uzZk+hNMCX69u1LnTp1iIiIYMiQIclewfK1fWmaQCdfvnxs2bIFmUzGihUr2LIldduEC4KhiWAgi/t0WeHnrly5AkCpwnlQq6LZ82/iFdOcChWnbrOOAGxbOQdNAqVlP/f/JELDlSVOzN17j5BpVVQqU5jAwJjSxBqNxmBPmlZWVvTo0YODBw/i7e3NypUrYw2RS5LE8ePH6dChA3Z2dgwZMiRWhcFnz579t42xHLVtaSRktG5YnUmz3ZHLFTx7cIt3ny3FVMgV9O3bl5lTx9OzXWOy58iJvyIPe298ILt9zAhPnz598PLy4sGDB/zyyy8UKFCA+vXrs379ekJCQsifPz8TJ07k4cOHXLt2jeHDh3/xJvbu3TuaNWvG4MGDCQ8Pp27dunh4eNCnT580KRssk8lYtWoVxsbGHD58mJ07dxr8GoaUlGkCnaZNmzJx4kQAXFxcePDgQZr2TRCSQwQDWdynywo/5eXlxdu3b5HL5SxbNAujSG88nrzG09Mz0fZa9xyKhZU1714948zBpP1DXbD4/5MIv8aT3sNnL5GpQnly7yZhYWH6xLdBgwYRFhZm0GvlyJGDgQMH6ufW+/TpQ9my/0/GDA0NZcWKFZQrV47ChQuzZMkSfRAmN7NGJpPTpW1Tvv++Nja2OXGuVheAc4f/QqvVEhUZHqv8sAwZzuXKMW7EYDr/UA8rm1xo836PwjQbfn5+FC5cmNKlSzN37lzevHmDtbU1P/74I2fOnMHT05OZM2dSokSJL74vSZLYtm0bZcqU4ciRI5iamvLbb79x4sQJfRnltFK8eHEmTJgAwIgRI/QBXUaUlGmCT02bNo369esTHh5Ohw4dUlX1UhAMSQQDWVxCIwO65VulS5ematWqdGlaDbkmgt0HjiZa+94ymw1tesXMu+/ZtIyQ4C//Q52/SEnkcgXBgX4EfEhaEZ+U8vf3wz8oDI3fY27evIGJiQn79+/HycmJly9f6rPwDU2XFNaxY0fu3r3L06dP+fXXX8mXL5/+GE9PT0aMGEGfPn0AkClNqViqEBW/q6g/pk7TDgCc+ncHQ9pV4ad2VRnSrgrrFk/ijedj/XFyuZxyZUpR/7v8WAbeRhMZ8/esW+JYqXJltm/fjre3N2vWrKF27dpJ3n3S39+fLl260K1bN4KCgqhUqRI3b97E1dU1RTtYpsT48eMpUaIEPj4+X8yHSC9RUVH6qbWkjAwAKBQKtm3bhqOjIw8fPsTFxSXDT4UI3wYRDGRxCY0M6IKBKlWqADD1l9FYS/74BoRw6fKVRNus07QDToWKEx4awp6NS7/YB2MTU/IWjFm58CKNpwruPXiIFB1GmG/MlMCvv/5KpUqV9AVxFi9ezM2bNw1+Xd1NWJdcWKRIEaZMmcKrV6+4e/cuI0aMwNbWNtY56o/vOb9rMesXT+bD+7cAhH4MApkMTLNhUaUDOVr+jEWVDly7dokZIzpz+eQBHty6xLrFExnVvS7rFk3g3fOYmgUWNrqlkDKeBhqxdN1OTp85m6ybzcGDBylTpgw7d+5EoVAwbdo0Ll68SMmSJVP3ASWTiYmJvgjT6tWrOX/+/Fe9flLoRgWMjIyStZIiV65c7NixQx8Y6GosCEJ6EsFAFvelkQFdMGBra8v4Id1RRAVx6PRlwiMSrpMvVyjoOugXAM4e3s3r53GL8HxOn0SYxisK7j58TviLi6hV0VSuXJnRo0cD0KJFCzp16oRWq2XAgAEGLw+bWNGhsmXL4ubmhp+fHz37/ghy5f/PiwjnwvE9/NK/GaO612PtoolYlKpHnkFrsanZFYtSdbGp2RWHAasxK1GHPxZOYPFEFy4e30dURDg57PPwQ9eBzFy9H7ctJ6lcuykgEfL6Dvc+KOg51o1Gbbpz7gs305CQEFxcXGjRogXe3t6UKFGCy5cvM3XqVIyMjAz6WSVV7dq16d+/PwADBw6MNxkzPX2aPJjc/IlatWoxb948IGZL5OvXrxu8f4KQHCIYyOLiGxnQarVcuxZTefDTkrH9evekWC4FUVHR/Hv4eKLtFitTkSp1miFJEltXfHnfAn0S4aO0GxmIjIzkuccVVB/fY2xszLp161Aq/3/jdXd3x8bGhps3b7JkyRKDXjspRYdu3LjB4SvP4L9tlfuNmkXxspWR/7ci4WOgH3KL7Ng1G45MoYx1rkyhxK7ZcBSW2VEoldRp1pFxCzYyZ+0h2vQcin3eAshkMnoPn0ZOBye00WGYf3yEZJ6Lm14K2g+eyQ+d+sS7wdG5c+dwdnbW75w4cuRIbt68SaVKlQzy2aTG/PnzyZUrFw8ePGD+/Pnp3Z1YkrqSICGjRo2iTZs2REdH06FDBwICAgzZPUFIFhEMZHHxjQw8fvyYjx8/Ym5uHquojFKpZP7U0SgjfLl69wnvvRMvLtSh/yiMTcx49uAWV08fTPRYXRLhq2cPk7wKIblu3bhK2MuYEY8pU6ZQpkyZWK/b29uzcGFMjYTJkycbdB3759ME8b3+07iZRMosAAlzy2xUb9CSMfPWsfzva/QcNgWZXI5l+aZxAgEdmUKJZflmyOQKegydTNHSFeI8kZqaWzBw3AIUSiXvn3tQv0wuqlYogdbSgYsvVDTr8wudesVkskdGRjJmzBjq1KnDixcvyJcvHydPnmTx4sUZZgdBW1tbfvvtNwBmzpyZqmqLhpaclQTxkclkrF+/nkKFCvHq1St69+6daL6OIKQlEQxkcfHVGdBls1esWDHWkzNArZo1aVqtGDJ1JLv3HkIi4Sd+2xz2tOgyAIBd6xYTmcjUgn3eApiZWxIdFcG7l4bfwVCSJPZuXIqkiSa3vSNjx46N97h+/fpRp04dwsPDDbqO/Ut7E8xZ8BvPA+UoNTGrGfLkL6K/kSuNjKj2326LRtkdEr2O0sYedXRUontEFChWmnZ9XAHYs3EJ1SuUYvywflQoUwy1hSPHH4ZSs2UfHBzzsHDhQiRJom/fvnh4eFCvXr3kvvU017VrVxo3bkxUVBSDBg3KMAl3yV1JEB8bGxt2796NiYkJBw4cyHCjH8K3QwQDWVx80wSf5wt8bvbUcZirP/DqfQB3bt9JtP3GbXuR0z4vQf6+HNyxJsHj5HI5BYrpdjA0/FTBldMH8XvzCGQy5s+bk+A8t0wmY/Xq1ZiYmHD48GG2bdtmkOsnNk1w+/ZtVu08gcYoG0UcrAFwzB+7JLKRsSlKYxNUgYmPxqiDvFEam2BskvgeCI3a9KRMxZqooqNYNW8s5mamdOvUntGDepAt+j1BL64TFBiAXGFE05ZtmT59epwk04xCV6jHzMyMU6dOGWxzptRK7ciAToUKFVi2bBkAEydO5PTp06ntmiAkmwgGsrj4pgm+FAzkzZuXoT1aolB9ZN/Rs4kmbhkZm9DZJeYp/OjfG/Dxep3gsfp6AwZOIgwO9GPL8tkA2OQuQNeuXRM9vlixYvqtcl1dXfH390/V9bVarf4z+nyaICoqisFjfiXa1J5yxZyIDo9Zipbns2BALpdTpXZTwj2OISUwjSJp1ITeOUyFavW+mLAml8vpN3oW1tlz4PXqGTvXLMD77UvWzR3Nq7unQZLInqcYluXacdXLmCrNezNmwlT9025GU6hQIaZOnQrA6NGj8fPzS+ceGWZkQKd///706tULrVZLly5deP8+6ft/CIIhiGAgi/t8ZCAiIoI7d2Ke9hPbb37E0EHktYgiJCyS4ydPJ3oN56p1KV2xJmq1ip1rFiR4XFptZ7x1xWwiwj6iMLOhRYtmScp+Hzt2LKVLl+bDhw/6TYxS6tONZz4fGVjotoynfmBmZkr71j/w7tVTAPIUiLtZUqM2PdGE+uN/eEmcgEDSqPE76IYmJIAHty5x/+bFL/Yrm40d/X+OCZLOHNrFtCHt8Hx8FzNzS/qPns381bsZ4dKT/E55iDDLy7qjj6jYqAtTZ8whKCgouR9Dmhs1ahTlypXD399fv0okPaU2gfBTMpmM5cuXU6ZMGXx8fOjatavBV7wIQmJEMJDFfT4ycPv2bdRqNbly5YpVEOdzpqamzBz/E4ooP85e9Ug001kmk9HFZSwKhZI7V07jcS3+TY8KFosJBt6/fm6wHQyvnzvCjfPHQCbH0qkCrZvWT9J5xsbGrFmzBplMxp9//snJkydT3IeEgoF79+6xbMshNMbWtGteD4Vchp93zCZGjvniBgNOhYrTf/RsIh6e4f3qAQRd2Ebo/VMEXdjG+zUuRDw6R/YcuQgLCcZt8iD+/tMdtTrxrX7t8xbELpcjAGq1iiKlyvPrin+o3qAlMpmM/Pnz85NLXwb2aIODgwOhpvlYtucmFRp0YN5CtwxVIc/IyIjVq1cjk8nYuHEjJ06cSNf+GGqaQMfCwoLdu3djaWnJmTNnmDx5skHaFYSkEMFAFvf5yIAuebBq1apfHGpu0bwZ1UvkQqOO4u8DhxM91sGpEA1adwdg+6p5qOPZj97aNge2OR3+28HwfrLfy+dCggP00wOmDmUwNdLSoH7SE+CqV6/OkCFDgJha8RERESnqhy55UCaT6RMyVSoVQ8b8SpRJbkoVcqS8szPv38SUes6W3Q4r6+zxtlW1bnMmu++gbBlngi9sxf/AIsKu7qZKlRpMWbKDWWsOULtZByRJ4uDOP1gwrh/+Pl5x2pEkiUsn9jN1SDv8fb30f9darYS1bY44xxctUhTXIf3p26k5OXLmIkiZl/lbz/FdvbYsW75K/x7TW9WqVfV/Z4MGDUrx35khGHKaQKd48eKsXbsWgLlz57J//36DtS0IiRHBQBb3+cjAl/IFPiWTyVgw/RdMIn145OnFkyePEz2+ZbdBZMtuh4/XK47v3RzvMYX0Oximfqpg28q5hAQHkD1XHkwdy1CuSN44Vf6+ZPbs2eTJk4fnz58zY8aMFPXj05UEupvub0uW88BbjYmZGR3btQTg3cv/pgjyxx0V+JRToeJ0G/wLSBIymZzlf1+l78gZOBUqjrGJKb2GTWXg+AWYmVvy/OFtfh3WgZsX//+UHBIcwIpZo1i7aAIRYSEUKl6OkbNWY2ZuieejO+zbvDze68qQUbpUKcYMH0j3Ng2xscvFB3kepq05TMV6bVn358YMUfhn9uzZODo68uzZM2bNmpUufdBqtXz48AEw3MiATqdOnRg+fDgAvXr1yhRbOQuZnwgGsjBJkuIsLdQFA4nlC3yqePHi9GpdG7k6jL/+PY5Go0nwWDNzS9r/t6Rt/7aVBAV8iHNMwRK6JMLUBQM3L57g6plDyOUK7Ms2QK5V0bRetWS3ky1bNn7//XcAFixYwN27yV/p8PmywkePHuG2YR8aY2vaNqmDlWXMZ6/biTBP/qJfbNPEzBwASdKiVsW9AVeu3ZQpS3dSoFgZwkNDWD7TlS3LZ3H9/FGmDG7LzYvHUSiUtOk1jHELN1CqfDV6DY9JwDu48w8e3k645LRMJqdC+fKMcx1ExxZ1sMyeCy9tLsa6/03Vhu3YvmNXor8HaS1btmwsXRpTBnvevHncv5/6UabkCgwM1M/p58yZ0+DtL1iwgKpVqxIUFETHjh1jTUUJQloQwUAWFh7+/x3vsmWL2dXu+fPnAMmqLjdhjCs5FB/xDw7n3IXEE9eqN2hFoeLliIoI56/1bnFe/zSJMKXrxUM/BrH595in+EbteuMbJkcRHUSLpo1S1F7r1q1p164darWaAQMGJPtGp/uH2sTEBLVazaDRU4g0sadEAXu++668/jiv/4IBx/yFv9imicn/i/5ERcZfvyGngxPjF2ykSfs+AJw6sJ2Vs0cTEhSAY/4iTHTbyg9dXFD8V8Socu2mfN+kPZIk8cfCXwgJTrzinUKuoGrlyvwychCtG9XANFsOXkbaMWzOJmo0bs++/QfSrUhO27ZtadWqFWq1GhcXl6/eD90UQfbs2TE2NjZ4+8bGxuzcuRNbW1tu3LjByJEjDX4NQfiUCAayMN2ogEwmw8LCQl+CuFixYmTPHv+cdXysra2ZNKIPyqhAjp67RkhoSILHyuVyug6O2bfg0ol9PH94O9br+Qr/t4NhwAcC/XyS+Y5ibFs1l4+B/jjmK0yxSvXQaLU42hhRrFixFLUHsHTpUrJly8bVq1f1IwVJ9enIwNLlq7jnFYWxiSmd2rVCxv/zMrz0IwOJTxNAzP4Pxv8FBIkVc1IaGVG2cm2sbP4/PaJQKGnYpgf5CsfdXKjLwHE4OBUiOOAD6xdPTlJAplQa8X3NmkwcNYSmdSuhsMzJ0xAr+k9aSb0fOnPi5MmvXghIJpOxbNkyLC0tuXjxor6U8tdiyJUECcmXLx9btmzR11nYsmVLml1LEEQwkIV9OkUgk8liJQ8mV/eunSmTxwxVVDT7Dx5N9NiCxcpQq3FbALaumBPrqc3E1Iw8BWKGyT1TUHzo9uVTXDn1LzK5nD4jZ/DgyQtkmmjq16yY7M1iPuXo6KjfOGbChAm8fp1wvYTP6YIBuVzOorX/oDHOTuvG38cq4hMWEkygf8wN5POCQwkx+a8kcFQCwUB0VCQ7Vs9n4fh+hAQFYJvTgXyFSqDRqNnoPo21iybGCSRMTM0YOH4BSiNj7l47m2BuR3yMjY1pWK8ek0YPol71Csgtc+HhZ0oX1wU0bdeTy5cvJ7ktQ3BycmLmzJkAjBs37quuzTf0SoKENG3aVF8Tw8Ulpoy0IKQFEQxkYalJHvycXC5nwa9jUEb6cPPBiy/eLNv2Ho6ZuSWvnj3gwrE9sV77fxJh8ooPhYUEs2lZzPRAk3a9KVi8DI+fvUahDqNlk9SX0XVxcaFmzZqEhYXx008/JflpVzdN4OsXQLhxLorky0XlyhVjHeP1OmZ6xjanA2bmlklq19Q0Jm8gvmmCl0/uM2N4Z47t2QRA7abtmb7iHya5b6d1j5+QyeVcOrGPGcM78/r5o1jn5i1YjM4DxgCwe91iXj5N3py7makZzZs2ZuLIgdSqVBYs7Ln2FloNmEqbrv25fft2stpLjaFDh1KpUiWCg4NxdXX9atdNi5UECZk6dSoNGjQgPDycDh06ZKjlnkLWIYKBLOzTZYWSJCU7efBzlSpVom1dZ+SaCP7afwRJSnie1jp7Dlp2HwzA33+6Ex76Uf+afjvjZI4M7Fgzn+CAD9g7FaR1j5/weudFaGQ0FoRSvXr1FLyj2ORyOatXr8bIyIgDBw6we/fuJJ2nGxmIVMswMjGjS/vY0wOAfj+GpOQL6OiSCD99ulerVezbsoLZo7rz/o0n1tlzMHza7/QaPg1TcwvkCgUtuw1izJy1ZLfLhc+7l8we1Z2T+7fFCm7qtuhMhRoN0KjVrJ43lsjwsCT3S8fCwoLWLZvzi+uPVHYuicbCgbPPImnccwzd+/3E48eJrz4xBIVCwerVq1EoFOzcuZODBxPfMMtQvsY0gY5CoWDr1q04Ojry8OFDXFxcMsz+DELWIYKBLOzTkQFPT0/8/f0xNjamXLlyKW5z+qQxWGr8efchmGvXbyZ6bP2WXXFwKkRIcAD7tq7Q/7zQfysKXj59kOQdDO9ePcvF4/uQyWT0dZ2OkbEJHvcfItNqqF6hRKJbBydHqVKlmDBhAgDDhg0jMDDwi+foRkkkhTEtG9TAxtomzjFer5O+kkDHxDR2MPD+jSdzR/dk35blaLUaKtVqzK8r/qFcldpxzi1WthJTf/+LclXqoFZFs3XFbJbPGklYSEw5ZJlMRu8Rv2Kb0x5fr9dsWZ7yJXrW2azp1L4144b1xblkEdQWeTjkEUjtDkMY8NMoXr58meK2k6JChQr6UYEhQ4YQFpb8wCa5vtY0gU6uXLnYsWMHCoWCbdu2sXLlyq9yXeHbIYKBLOzTnAHdqED58uUT3GY3KXLnzs2o/u1RRAfz74nziRajUSqN6DJwHAAn923TD5Xb5ymAqZkF0VEReL16/sVrhoeFsGnprwA0atuLwiXLA3D/yQtkmghaNPo+xe8nPr/88gslSpTAx8eHcePGJXqsVqtl9Z9bATA3M6VatfinYPTLCuMpQ5wQU3MLACIjQjm+ZzPTh3Xi5dP7mFtaMWDsPAb+shDLbDYJnm+ZzYZhU5fSxWUcCqWSWxdP8OvQjjx7cDvmdStrfhwzN2ZK4eR+Lp1IXYEbO1s7enTtyJjBPSlZtADR5k78fcWL6i37MfznCWk6p//rr7+SP39+Xr16pd/DIC19zWkCnVq1aunzWlxdXfUJwYJgCCIYyMJ0IwPZsmVLVfLg5wa79Kdgdi3hEVEcOZZ4Gd/S39WgQvX6aLUatq2cgyRJyBUKChQrAyQtiXDnmoUE+vuS2zE/bXoOBSAk5CPv/QJRRvnTqEHSShAnlYmJCatXrwZgzZo1nDlzJsFj16z7E0+fmCdRp7x540wPQEy9h6QWHPqULmfg4I4/2L56HqroKEp/V4Nfl/9D1brNk5QwKZPJaNimB78s2kxOBycCPrxn/tg+HNzxB1qtlmJlKtKq2yAANv8+A593r5Lcv4TkypWbfj27MXJAVwoVzE+kuRNbTj+nctPujJ88PU02GbKwsGD58phiSm5ubty6dcvg1/jU1x4Z0Bk1ahRt2rQhOjqajh07JlomXBCSQwQDWVh8IwMpSR78nLGxMXMmjkAZ6ceFmw/w/ZD4TnedfvwZpZExD29f4dalmOAhqUmE925c4PzRv5HJZPQZOV2/de/Dh4+QSVCygH2aPJ19//33uLi4ADBw4MB4R0Bev37NrGVb0Mpj+mRuEX9i4Mcgf0I/BiGTyXBwKpSk60uSRHBgTNEmn3evMDYxo/tPk3CdsZLsOZL/fgsULc2UpTupUqcZWq2Gvze489ukgQQH+NGiswvFylYiKjKCVfPGoIqnyFFK5MmTh0H9ejKkd3vy5s1DmGk+1hy8R8VGnZkxZwHBwcEGuY5O8+bN6dSpExqNBhcXlzQtjJQeIwMQE9ytX7+eQoUK8erVK3r37p1utR6ErEUEA1mYLhiwsLDg5s2Y+X1DjAwANGxQn7rlnZDUUfy19zASCSc05XRwoul/hXF2rllAdFRkkpIII8JD2bhkGgANWnWnaOnv9K/dffgMmTaKJnUN837iM2/ePOzt7Xn8+DGzZ8+O9ZokSfz082RClbmwsYqZdjEyir/4jG4qJKeDkz6YSczHIH9+nzFCP5yf3S43U3/fTb0WnVO1fNLM3JIBY+fRxzUmqHp4+zLThrbn4Z0r/DhmDhZW1rx+9pC/4ykWlRqFChZi2MC+uHRrSW773Hw0dsJt1xW+q9+eRW5LDTrH7+7ujrW1NdevX2fZsmUGa/dzXzOB8HM2Njbs3r0bExMTDhw4wPz58796H4SsRwQDWZhumiAiIoKoqChsbGwoUiTpw9RfMn/6BMxUH3j+1pf79xNf/9ysU3+y58iNn887jvy1Xh8MeL1+nmAm+661iwj44E1O+7y07T1M/3O1WsXz1+9RRAXTokkDg72fz9nY2OjL3s6dOzdW2ds/N27m8pMAFMZmlC0RkxRolEAlunfJKDZ08+IJpg5ux+3Lp5DJYv73/K5WA3I7JrzDZHLIZDJqNW7LJPft5MlfhJCgANwmD+LU/u30Gj4NgGN7NnH32lmDXE9/XWQUK1acUUNd6N2+CbY5chOgzMvsjaepWL8dK1b/YZDNkOzt7fXz6pMmTeLNmzepbvNzERER+kA7PYIBiEma1AU7EydO5PTp0+nSDyHrEMFAFqb7B0uXEV+lSpVUPVl+rkCBAgzo2BC5KpQ9B0+himenQh0TU3M69v8ZgIM716JRqbDNaR+zg2E869wf3LrE2UMxS/v6jJyuz6wHeP7cE5VGS05LGWXLljXY+4lP+/btadWqFSqVSl/29t27d/zqvgG1iR1N61TGSKkAQGkcf2Km16sv5wuEh4WwdtFEls90JSQ4gLwFi1G3RScAoiMNX5feMV9hJrpto07zTkiSxKFdazn695/UaNgagHWLJhH0X5EkrVZLVGS4QYajZcT8nY0dMZCureqTLXtOfLBn8op/qdygHRs3b0309ygpBgwYQM2aNQkNDWXo0KEGX4anGxUwMTGJVVjqa+vfv79+mqBLly5fteiSkPWIYCAL040MeHt7A4abIvjUmJHDsDcJIygsgtNnziV6bOXaTShWpiKq6Ch2rV2kHx34PIkwMjyMDe7TAKj3QxeKl60c6/W7Dx4j06qoV728QYOb+Hxe9nblypUM/XkyIfIc5M1lTe1aNVGrY25eRkbxBwPv9HsSxL+s8OHty0wb0o5LJ/Yhk8tp1rE/E922kdsxP5Dw3gSpZWxiSs+hkxn0y8L/dkC8w61LJ7DL5Ujox0CWzRjB2kUTGdKuCj+1q8qQdlVYt3gSbzxTXz9ALpdT8bvv+GXkYNo3rY25dQ7eqnMyauEOqjVqz+6//0lx8CGXy1m1ahVGRkbs27ePf/75J9X9/dSnUwRp/fuXGJlMxvLlyylTpgw+Pj507dpVv3mSICSXCAayMN3IgG6o1BDJg5+zsLBg2ugBKCP9OXnpVqJJYTKZjK6DfkEml3P9/FEsrWwAePEkdhLhX+t/w9/Xixy589C+b+wNWiQkHj1/hVwVxg9N6hr67cTLycmJOXPmADB69M+cufMauZEZ3Tu2QS6Xo4qOeXI3MjKKc64kSfqcgTyfFRyKioxg28q5LJowIGY6xMGJsfP+pH1fV4yMjOMtOpQWKn3fhCnLdlGwWFkiwkLx9/VCJpPz8sl9rl27hEWVDuRo+TMWVTpw7dolZozozJXThinuo1AoqF6tKhNGDeGH+tUwyZaTF+E2DJ6+jlpNO3Do8JEUPdmXLl2asWPHAjH1IgyZrJheKwniY25uzu7du7G0tOTMmTNMnjw5vbskZFIiGMjCdCMDuuHDtAgGADq0b0uFgtlQq6LZc+Bwosc6FSpO3eYxw9/3b8bsgOj56K5+GPrRnauc+ncHAL1H/IqpmXms8318fAgOjcRM+5Ha3xu2vkBiBg8ezHfffUdkZASh3k9oVLuifutaVXRM9n180wSBfj5EhIeiUCjJnaeA/ueejz2YPqwTJ/bFbD5Tp3knpi7bTdHSFfTH/L/oUNoX0clpn5dxCzfQpH1fICaIsShdF0eXNdjU7IpFqbrY1OyKw4DVmJWsw9pFEwwyQqBjZGRE3drfM3H0YBp9XwmFZS4eBVnSa9wSGrTqyukzZ5IdFEycOJEiRYrg5eXFxIkTDdbX9FpJkJDixYuzdu1aICa3Zf/+1NWLEL5NIhjIwnQjA5IkUaBAgTR7kpHJZCycPh6jSG88nr7B09Mz0eNb9xyKhZU1fj7vAAgO9NMPQy+dHpMoWKd5J0qWjzutce/BQ2SSlsrlimJubh7n9bQil8vJ4VgQkKEKfION8v/z2ur/luIZxRMM6OoL5M5bAKWREWqVij2bljF3dE983r3Exi4XrtNX0HPo5DiBj+6/E9qoyNCUSiM69h9FyfLVUVjaYtdsBLL/tj/WkSmU2DUdjsLSLlmbHCWVibEJjRvWZ+KogdSp6ozMIhe3vY3oNGwuP3Tqk6xCO2ZmZvpKfcuXLzfYRkrpuZIgIZ06dWL48OEA9OrVixcvXqRzj4TMRvnlQ4TMSjcyAGk3KqBTrlw5ujStxuZTz9h94Cg/D3VBLo8/1rS0sqZ8tfpcOLYHhaUtluWbYpTdAVXge0JvHwZZBAX/K0r0uXuPXiBTR9CiQcO0fDtx7Nr9NzdfR2DmWJYIr7tsXTmHkhWqYW5hleg0wacrCd69esbaRRN4/ewhAFXqNKPbkIlYWlnHe019MJBAzoBWq0UVHYVaFY1KFY0qOgpVdDRqVVTM9yoV6mjd95++Ho1KFfN9zGv//3l0VCSP7l4lW40ucQIBHZlCiXnZRlw5s5s+rtPTZN7c3MycH5o3oU7tGhw9fpqrdx9z6aWKFv0mUad8fqaOG06ZMvH/jnyqQYMG9OrVi40bN+Li4sKNGzfi/XtKjow0TfCpBQsWcOXKFa5cuULHjh05f/68wcp0C1mfCAayMN3IAKRN8uDnpv4ymgMnO+EbYMqly1eoWSP+zYPeeD7m0sl9WJSuG+fp07paR/wPL2Hj0l/JX6QUToWK618LDw/jnY8/yqgAmjRKuyWFn/Px8eGXeStRmzrSvEN9zu9eio/XK3avW0yHfqMID4/ZRS48NIQ3Lx7H3Fj/uwHfu3EeiKk18OvQDmg1GoxNTHGuUoec9nk5uGON/iatUv13Y//vJh36MQgA3/dvmPjjD3Fu4Jo0TBYzyu6Q6OtKG3vU0VFER0ViYmqWZv2wsrSifZuWNKj3PYePnuTGAyNOPArlTBdXmlYvyZRxI764XHbRokX8+++/eHh4sHjx4i+WmP6SjDZNoGNsbMzOnTupUKECN27cYNSoUfqqjILwJTJJbH+VJUmShFKp1Gdknzt3jlq1aqX5dVevXc+EpXswssrBhJEDMTeLO5S/bvEkrl27hMOA1fE+fUoaNe/XuFClSg36jpyh//mNmzfYtu8kJa1DOXtwB5GRkbG+oqKi4vwsJT///LWHjx6jluTIkDAxUhIVFYlGnbrlb4Ymk8sxMjLByNgYI2MTjIxi/lQaGcf8zMgE5SevKf97Xfea7nul0phd63/DqlonbGp2TfB6QRe2EXJpB78s3ETB4l9+QjcUPz8//j16Eo8nr5FpojCO9KVN/e+Y8PMw8uVLuBbDhg0b6NOnD2ZmZty7d49ChZJWCTI+jRo14vjx42zatIkePXqkuJ20cvjwYZo3b44kSWzevJnu3bund5eETEAEA1lUeHg4FhYxG93I5XJCQkK+yhy7Wq2mdvNOPAqyoEr5knRs2yrO60PbV8Oiaocv3myCL2wjl0NetBoNarWK0JAQ1OpoZEhIGbAEq5GxCWYWljE3XiMjoiMjCfSPGVKWyeTkLVCEXHkKYGxiipGREUpjkzg38E9v0tFRkWxc8ivIZIyb/6f+WOVnN3GlkREKhdJgw/VJCdbereyHJjSmLn7+IqWo26IzVeo0jVUPIi15e3tz4MgJHr14j1wTiUn0B7o0r8FY15+wt7eP22dJomHDhpw8eZLGjRtz+PDhFH9e5cqVw8PDgyNHjtC4cePUvpU0MWXKFGbMmIG5uTnXrl2jVKlS6d0lIYMTwUAWdOfOHebMmcOOnTtBkpDJFfTu1RNXV1ecnZ3T9Nrh4eHs2buXIRMWoZKZUKVMQaIjQgjw9cb/w3sCfN+j0ahjlqqVqptgO6H3T+F/YFGSrimXyzExMcHU1BQzMzPMzMwwNTVN8Et37Jd+bmJiQr/BI4m2LoIxaoYN/Ul/E46OjmTO6B6Eh4aATA6SFoXSmKp1m1G93g+xqvjJZDJmrt5P7jz5k/VZRoSHMqxDzFTL8n+uJamUsSG88XzM9GGdMC9VJ840jqRR43/InfCHZyldsQaPbl3W11kws7CieoOW1G3eCcd8hRNq3qBev37NgSMn8Xznh1wTgZnqA33aNWD08CFkz5491rFPnz6lbNmyREVFsWXLFrp165aia9rb2+Pj48Pt27fT/P+nlNJoNDRp0oQTJ05QsmRJrl69iqVl/HtnCAKIYCDL2bZtGz179UJpaYdpmYb6xLzI+8dRh/izaeNGunZN+Ik8MZIk8eHDB169esXr16/1X5/+94cPH77ckEyGdc1uSRgZ2Aop+PU0MzMjV65ccb5y584d52c5cuRIMKFs9erVTHbfRrSlE93bNKJC+f8v+7ty+iB/LPwFuXn2WAmQ4XePovroB8TszqjVaHAqVIKpy3Yl+31oNRpcWpYH4LdtZ7Cytk12Gynx4NYlFk90AWQYZcuBebnGMTkCQd6EexxDE+pP/9GzqVq3OSHBAVw4tpczB3fywfutvo1iZSpSt0VnvqvREGUqE/aS4vnzZ+w/cpq3vkHI1WFYSYG4dGnOsMEDsLKy0h83c+ZMJk+eTM6cOXn06BG2tsn7TDUaDcbGxmi1Wry8vHBwSDy3Ij35+vpSoUIFvLy86Nq1K1u2bEnXIklCxiaCgSzkzp07VKxUCbMStbFtOjzOE13A4SVEPDrLjevX432iiYyM5O3bt3Fu8J9+HxX15dK4lpaWODo68vq9P1ozO74r70wZ5++wy+WIbU4H9mxayvXrV5KUM9Br+FRCg4NYvmI5Ph/8KZVTS5f2rfD19Y3z5ePjQ0RERLI/N1tb23iDhY2bNuGjsUNmZMH4MaOwsrHFzNySty+eMGNEZ8xK1sEuns/Z/5A7YQ9OU/n7plw7e4jq9VvS/+fZifQgYUPaViE6KoI56w6R0z5vitpIjvCwEKYObkugnw+Vv2+Msak5V84cQh0dhdLYhKp1mtGwdY9YiZ0Qs7Lhwa1LnDm4k9tXTuuncaxsbKnVqC11mnckR+48adp3CYmHjx5x8NhZvP1DkKtCsZUHM6xPOwb0j8kXiI6OpkKFCjx48IAff/yRNWvWJOsaHz580K8iiI6OTvXKhLR2/vx56tati0ajYfny5QwePDi9uyRkUCIYyEL69u3Ltr2HyN1/VYI3We81LtSqWIZWrVrFebrXLZlKjEwmw9HRkXz58um/8ufPH+t7a2trZDIZ8xa6sWDrWcys7Ph5aH/9MOUbz8eJ3kz9DroR8egco2evwTFfIVSqaGYv/B2ZJpxmzjmZOXMGGo0GrVaLVqvVf6/RaAgLC8PPzw8/Pz/8/f0JCAjQfwUGBhIYGEhQUBBBQUF8/Pgx2SVv5XIFMrkMTK3JM2htosGMtZkRft7vaN93JM069kvWdXRGdqtDSFAA037/i7wFi6WojeRYt3gSF4/vJaeDE9N+342Jqfl/SxgjMTYxS9KTZYCfN+cO/825I3/p9zeQyWSUqVSLOs07Ua7S98gVijR7D5Kk5Y6HB4dOXMA/OAxFdAg5TcIY7dKVXj26cfXqVb7/r2DV2bNn9d8nxf379ylTpgx2dnb4+fml1VswqEWLFvHzzz9jbGzM+fPnqVy58pdPEr45IhjIIrRaLeYWlphWapeq4Xfd/LuJiQnGxsYYGxujVCpjEt6USn3tgE9vwPHdlHV/BgV/RIsMmSRhZKREq9EgSRIajRqQobDMjmX5Zvph6NDbh9CEBkIiWyKnuyROc3y8uA1Jq2X4r79TrnLtFF3ql37N+OD9lvELN1GkVPkUdjhpbl8+xbLpw5HJZIydvyFWNcSUUKtV3LlyhjMHd/Lg1iX9z21z2lO7aQe+b9Iea9scqe12gjRaDTdu3OLImUsEh0aiiA4mr5WacUN6cfLEMf744w9KlCjB7du3MTGJf1+Jz508eZIGDRpQsmRJHjxIfKfOjEKSJNq1a8eePXvInz8/N2/eTPb0iJD1iToDWURERARRkRFYJWF9eGLz8FqtloiIiBQNtydGAqKjPl8XL6EJDfh/cCKTJdI3GTIZmJqaIpfLUSgUsf6M72epPebs+QuoFFbIZFCmVCmQJKKjo7h343yS1uHrhsrzJLBBUVKYfKHwkKGEBAeyYck0ABq365PqQABiKhpWrNmQijUb4vPuFWcO7eLCsT0EfPBmz6Zl7N+6kgrV61O3RWeKl6ts8PlshVxBlcqV+O678ly+cpVj567xKjyaYXM3k89KjY2NDY8ePWLevHlMmTIlSW1m1BoDiZHJZKxfvx4PDw+eP39Or1692LdvX4JFwYRvkwgGsggzMzNMTM1QBSa+jak6yBulkTFLl7jrn/QNdfOM7zWtVkvD5m2IzFYMSW5Ew1qVqV69un64XSaL+QdJrVZhamaBXC5ny/JZXDy+FwCTXMUxz1cR0+CHHPlrQ5pvWfyp6jVq8iTSAWQKhkyK2QBGq9UypF2VJH3OyGSYmJhhmzPuUrekMjWLWR6alpsVSZLE5t9nEBIUgGP+IrTp+ZPBr5E7T346/fgzbXsN4/q5o5w+uJPnD29z/fxRrp8/in3eAtRp3okaDVphkUBFxpRSKpTUqlGDKpUrcf7CJU5evMnLKBWabAUh6BYzZ86kU6dOlChR4ottZcRSxElhY2PD7t27qVatGv/++y/z589n/Pjx6d0tIQMRwUAWIZfL6dqlM9v2HkKq1jHBuezQ24eoUa0qLi4Jlws2tE1rV9B7yDiirItx6tpjnr18zbChQ/WBwOf6jZrJ3RuXCA30Jcr3MabGMgb06/RVAwGA1q1asnjzcVTmjjx//pzChQsjl8upUrsp164dwzqRzzns7hGQJPIUKJKqJ96vMTJw9cwhbpw/hkKhpN+omfHusWAoRsYmVG/QkuoNWvLG8zGnD+7k8qkDeL99yY7V8/n7T3cq125K3RadKVisjEFHC4yNjKlftw41qlXl1JnznL2mICLYB1WwFzW+r8O+PX9Tq2bNRNvIqKWIk6J8+fIsW7aMAQMGMHHiRKpVq0bdunXTu1tCBiHGibIQV1dX1CH+BBxegqSJPSSvy3LXhAbqqxHevHnzq/SrUaNGLJo+BpOgh8jVYbz2j2bc5JnMmTuXixcvoFar0Gg13Lt3j9/c3Bg7cRrygg1BHnOjDfF6woABA75KXz81ZswYlFEByJDYsOn/m/I0atMTTag//gl8zn4H3VCH+AOpmyIAMDVN282Kgvx92bJ8FgAturhQoGjpNLlOfJwKFafn0Mks2nSSHj9NJm/BYqiio7h4fC+zR3ZjxvDOnD282+CBkKmpKc2aNGTyqEHUbdkT5EoC/Xxp3nkQrTr35datWwmemxmnCT7Vv39/evfujVarpUuXLvodTQVBJBBmMf+vM2CLaZlG+sS8yHvHUIcG0KF9ew4cOEBYWBgymQwXFxdmzZqFnZ1dmvft2bNnNGvZlo8yG9Rm9kgKM6RP8gRkMhkSINdEoYj0RR78Et93L5EkCXt7e96+fYsiDbPQ41O7bj0eBlqgNrGlZf2q1KlTB4ipM7B20QQUlnaYl/3/5/xpnQGALi7jaNgm5SVr1y2eyMXj+2jf15VmHfsb4i3pSZLEkmk/4XHtHPmLlOKXxZtRKtNvqZwkSXg+usPpf3dy7dwR/W6QZuaWVKv/A3WbdyJPgdQFV/HZu2Ul+7f8jkxpQrbSLTDWfKRBpSJMHTciztRB69at2bdvH6tWrcLFxcXgffkawsPDqVatGh4eHtSuXZsTJ06gVIpB4m+dGBnIYrp27cqN69fp2qY5kdf/xv/AIiKv/03XNs25cf0627dv59GjR3Tt2hVJkli1ahVFixZl+fLlaDSaNO1bkSJFePrQg0UTBpI7+immgR6YfHyGcdhrjMPeYPzxOWaB97AJvc+QDrXxfuOp36fd29s7XUq//rt/H8ahr5Brozlw/BwPH8bsOFi1bnMmu++gSpUahF3djf+BRYRd3U2VqjUpV+X/Kwdy501e1cHPmaThyMC5I3/jce0cSiNj+o2ela6BAMQEg4VLlqf/z7NZuOkEHX/8mVyO+YgID+XUge1MHdKOeWN6c+XUv6j+CxQM4YcuP+JUqDiSOgrTkGeoLfJw5F4wdToOpd9g11jbAWfmaQIdc3Nzdu3ahaWlJWfPnmXy5Mnp3SUhAxAjA1mYbmWAubl5vHOvZ8+eZdiwYdy9excAZ2dnli5dmqx116n1/v17zp49i0qlolKlSvEmcfXr14/169cDMGnSJGbMmBHnmLS0YcMGxs/+nahsRUHSUrlcMTp17Kh//fN1+AEfvBnbuxEAzTv9SLs+I1J87b/Wu3Fo11oatulBF5fU7bb3KT+fd0wd0o6oiHA69h9Nk/Z9DNa2IWm1Wh7ducLpf3dy+/IptNqYgNUyW3ZqNW5DnWYdyenglOrreD72YM6o7kiSRN8x83jyLpj7z94h10RiHOVL+0ZV+GX0ML7//ntevHjBxYsXqV49/l05M4udO3fSuXNnAPbt20fLli3TuUdCehLBwDdOrVazatUqJk2aRFBQEADdunVj/vz55MmTthXjkqNs2bLcu3cPiNmVrUmTJl/1+nPnzsV93W6isxVGqzBFoQ6jZNECdOrUKc7OjK+fP2T6sE4AKI2M+XX538nel0DnwPbV7Nm4lO+btKf3iGmpfRtAzA120YQfeXz3GkVLf8eYuevStAiQoQT6+XD+6N+cPbSbwE+KGZX+rkZMMaMqtVHEk9CZVFtXzuHkvq3kdHDi1+V/88HfnwOHT/D0tQ9yTRSm0b58eHQelUrFs2fPKFz46+y/kJZGjBjBkiVLsLGx4ebNmxQsWDC9uySkExEMCEBMmdWJEyfyxx9/IEkSFhYWTJ48GVdX1yQXZElLoaGhODo6EhISgrGxMZ6enl89WDl8+DADho4iyiwPapMcSAoTkLRYmhmRL48D9rnsyGOfE6/nHvz1x3zMLbMRHvqREuWqMHrOHynKjD++ZzPbV8+jSp1muIybb5D3oWvT2MSMacv/IpcBnqy/Jo1Gzd2rZzl9cCf3b1zQ/zx7jtz/FTNqh41d8ofxI8JDmTKwNYH+vrFGdF6+fMH+o6d5+cab4BtbAfhl8q//a+++45sq2z+Of5Kmu6Wlm40FmUWQPZQpUoaACEhFlAd8BAGxIIpABcpSlhYQFcTBUGTKkA3KKDzs1TLbQilQWqDQ0t0muX9/FPITWYWOdFzv18t/kpNzrkNj8s197nPdfDp8KM7OzrlyTuaSkZFB8+bNOXDgAHXr1mXv3r3Y2OTPgliiYJEwIO5z+PBhPvzwQ/bv3w/A888/z6xZs2jfvr2ZK4OTJ0/y4osvYjQaKVWqFFFRUWaZ+DRkyBDWbdlJpoUDBp0DRkt7lIUNSqNDaXWkRh0hPeYU9p7Pk3rzIkaDnhav96NV++64u7tj/RSrD+7ZspqFs8bxQoPmDA2cm+PaY65cJHBIDzIz0uk9OIBWHd/M8T7N6fq1y+zetILgrWtIunMbyGoZ/WKT1rTo0INqtRs91S20x/btYO4kfywsdHw+e5mpBbRCcWh/MPMnDAKtBSVrd8GZBJrUKs/Y0SOpWrXqE/ZccEVFRVG3bl3i4uIYOHAg3333nblLEmYgYUA8wGg0snjxYkaOHGmaMPXaa6/x9ddfm31odMGCBabbDNu0acP27dvNVktqaiq7du3CaDQScTGK0+cvEhZ5hf/t3ELKnTjsy/hgREPq1RA0FlY4vtAFrc6GEvY2uLo4UcrdhVKe7nh5eeLp4YGdnf0Dxzi4azPzp35ClVr1+XTqzzmq12DQM3XEu1w4d5IaLzZh2KR5RWYVu8zMDI4Eb2XXxhWEnfr/W2Y9S1egRYceNG3bFYdsNjOaO/Ejjv3vLypVr83I6YtMYeLC2ZNMGd4bx5JueDV4kxvxSWgzE7FKvkyj6mVYs+aPPDm3/LB582Y6dOiQ1YBqyRJ69+5t7pJEPpMwIB4pISGBCRMmMHv2bPR6PdbW1owYMYJRo0Zhb//gF1d+effdd1m0aBEAY8eOJTAw0Gy1PEzFihW5dOkS33zzDRaW1oz9PIAb12NxdPHC1rMKRktHjBa2KK1lVi8FjQaFws7aCjeXEni4uVDaw41SpTy5eSWcH6d9SoXKNfh89rIc1bVh2Q/8sXA2tvaOBH67OkedEQuyKxfPs2vTCv63Yz1pqclA1tyNrGZGPfGu+sJjQ9CtmzGMHdCVtNTk+0ZP7q3dULGKD2O+/pU/N2xk94EToLVEl3qN0pbxHD96KF/OMS+MHTuWiRMnYmdnx6FDh6hRo4a5SxL5SMKAeKIzZ84wdOhQ06/wcuXKMWPGDHr06GGWX5ZKKXx8fEwLxWzZssUstx0+TGJiIiVKlAAgLi4OFxcXjhw5QsOGDTEajSxfvpyKFSty5tx5Tp+7wLkLUURciib21h2MOgeMOnvQ6lBaS5RGi/5OLElnt2BlX5Km3T+ilKcrpT098fBwp2RJl2wPgV++cI5J/r0w6PX0+3gyTdt0zst/hgIhLTWFAzs3sHPDci5fOGt6vJx3VVp26EmjVp2w+dfkz3t2rPuVpd9/ia2dAxPnrcXZ1YPdm1exaPZ4XmjYgqHjvwHg9u3bTJsZRKbOEcuUa1R1SWfPrp35cHa5z2Aw0K5dO3bs2EG1atU4dOiQaaVRUfRJGBDZopTijz/+YPjw4Vy6dAmAVq1aMXv2bHx8fPK9noIwofBhDhw4QOPGjSlVqhTR0dGmxz/++GO++uorKlSoQGho6AMfssnJyYSHh3P+fBinzkVwJvwSF6KiibwUxc0Lx9Ba2uD8Qpe78xKyZv5baDW4Ojvi4eqMl4cbpT3d8fT0xNXNFd0/ZtXrMzOZ5N+LKxfP82KT1gwKCCoylweyQynFxXMh7Ny4nEO7N5OZkQ5krftwr5nRv5eHNhoMfPFxHy6eD6HeS235YPRXrF86j7WLv6FZ2678Z9jEf+zfyJixgWRYOGJ1J4zAj/owcODAfD3H3HL9+nVefPFFoqOj8fPz49dffy1W75XiTMKAeCopKSlMmzaNqVOnkpaWhoWFBUOGDGH8+PH5PrP6+PHj1KtXD6PRSOnSpbl06ZLZO6n9+OOPvPfee7Rt25atW7eaHk9KSsLHx4dLly4xfPhwZs6cma39hYaGUqtWLezs7Pg8cDJnwi4SHnmVqGs3STfqMFo6oCysTZMXIauTmHMJe9xdnfFyd+VyyC6O7lqPQwlnAr/7A6eSebdscEGXlJjAvu1r2bVxBbFXI02PV67xIi069KD+S6+a1ma4fOEcE4e+idFooFrtRpwPPYLRoEdroaNxq4607dqHct5ZEwczMjIImPAlaLTYxYdwOfyUOU4vVwQHB9OyZUsMBgPffvstH3zwgblLEvlAwoB4JpGRkQwfPpw//siaNOXu7s6XX35J375983Vp1Pnz5zNgwACAB76AzWHYsGEEBQUxbNgwvvrqq/ue27RpEx06dECr1XLgwAHq16//xP1FR0dTpkwZtFoter3e9CvNYDBw+fJlwsLCCD1znjNhkYRHXuHilViSM0HpHDFaWJOZEk/i2e2Awq5Sc9wrVMfNxQkvt5KU9vLAy9MDdw+PB3olFHVKKc6eOMjOjcs4/r+/MdxdY8KhhDPN2nalefseeJYuz+zxQzh5cDcWji441PbFsmQpMm9fIyVkG4akOPp/PIVGLTsAsHLlCvaHXsIq8QJzxg+hZ8+e5jzFHJk5cyYjRozAysqK4OBgGjRoYO6SRB6TMCByZNu2bQwdOpSzZ7OuyTZs2JA5c+bQsGHDfKuhT58+LFmStZDQ+PHjGTduXL4d+9/atm3L9u3b+fHHH+nXr98Dz7/11lssXbqUOnXqcPDgQSwtH98C+M6dOzg5Zc2CT0lJwdbW9rHbK6WIiYkhLCyM4ydDGDd2LPG3b2VNXvSqendewt3JixodoEFpwN7GEreSznh6ZE1e9PLywNPDAwdHRzQU7WHi+Fs3CN6ymt2bV3LrRozp8UrVanPhfAh21Vvg2v6j+1aoVAY9cZtnk3pmF5/PWmYaIfgkYBIalYm3ZTSHDvwv388ltyil6NatG2vWrKFChQocPXoUFxcXc5cl8pCEAZFjGRkZzJ49m8DAQJKSkoCsFsJffPFFvvRwV0pRo0YNUyDZunUrbdu2zfPjPkzp0qW5du0a+/fvp1GjRg88f/36dapVq5Y18WzaND755JPH7s9gMJgufVy/fh13d/ds1+Lv78+sWbMoXbo0oaGhGI1GwsPDOXP2PKfOX+BcRBQXL1/j+u2kuyHBznSHg7q7vLSNpQWuJUvg6eaSNXnRywt3D3dKOjs/cgnqwspoMHDy8B52bljGqSN7UUph4eBKmYE/PnKp6ms/vE/Dhk1NcwgCxgWSrqxwiD9BVFhofp9CroqPj6d+/fpERETQsWNH1q1bl6+jfiJ/SRgQuebatWuMHDmSxYsXA+Dk5ERgYCCDBg164i/gnLpz5w5lypQhKSkJa2trLly4QOnSpfP0mP8WFxeHm5ubqR5HR8eHbvfzzz/Tr18/bG1tCQ0Nxdvb+7H7tbe3JyUlhQsXLmS7Xezff/9N69atAdi4ceNjm0YlJiYSERHBuXPnCT0bztmIKC5EXSP6xm30FrYYdQ6gtURpLFFaLSiw1GlxcXbAw7UkXh5ulPFyx8PTE1cX13xfWTIvxEZH8fmALjg2eRPnZn6P3C5+71KSD67kuz8OodFomDptGjdTwCbuBNHhJ/Kx4rxx/PhxGjduTHp6OlOmTGHUqFHmLknkEQkDItft27ePIUOGmNaFr1mzJnPmzKFVq1Z5etyjR4/SoEEDjEYjZcqUITIyMl8nFO7evZsWLVpQsWLF+1a6+zelFK+88gp//fUXbdu2ZcuWLY+dse3p6cn169c5efIktWrVemIdiYmJ1KpVi0uXLvH+++8zb968ZzqftLQ0Ll68yLnz5zl1Npwz4ZcIj7zClZg4MrDCqHNAWVjdN3nRQqPJmrzo4kxpT1dKebnj5emJm5t7ngfC3JSelsLgbo1we20E9jVaPnK7pFN/E/fnTOauPoi1jS1ff/010Ql6bG6dJDrsWP4VnIfuNfrSarXs2LGDli1bmrskkQdkEWuR65o2bcqhQ4dYsGABY8aM4dSpU7Ru3ZoePXowY8YMypcvnyfHrVu3LnPnzuWDDz7g6tWrdOzYkS1btuTJsR7m3kJKT7rVUqPRMG/ePGrVqsW2bdtYsmQJffr0eeT2Dg4OXL9+ncTExGzVce/2z4oVKzJjxozsn8C/2NjYUL16dapXr07XLv//uF6vJyoqivPnz3PqbBhnwiIJi7zCpavXSdFriE935Patm5yLiERpdHfPWVHCwS7rDgc3F8qU8sDT0wMPd48C2Qvf0soGnZU1mbevPXY7fXwMOitrrO62mE5KTgGlQ6vydjnw/NS/f3+Cg4NZuHAhvXr14tixY5QqVcrcZYlcJmFA5AkLCwsGDBhAjx49+Pzzz/n+++9ZsWIFf/75J6NHj2bEiBF58iUwcOBA9uzZw2+//cbWrVuZOHFivq3XfupU1u1k2em7ULlyZcaOHcvo0aMZNmwY7du3N11i+Ld7PQnuzcd4nI0bN7JgQdaiSL/88ssjL1XkhE6nw9vbG29vb3x9fU2PG41GoqOjCQ8P5/S5MELPRhB28QoXL8eQmKYnOd2RxPg4Ii5GZc1LQAMKHO2scXVxwtOtJKU93SlVyhMPDw8c7M3b8KZU2eeIPr4Zp8Y9HjlnICVkG41atDeN7CSlZqDRKmwLzyDIE2k0Gr799luOHj1KSEgIvXr1YseOHWa/jVfkLrlMIPLFiRMn+PDDD9mzZw8A3t7efP3117z22mu53tREKUX16tU5d+4cGo2Gbdu20aZNm1w9xsO0aNGC3bt3s3jxYt5+++0nbp+ZmUm9evUICQmhT58+phbL//bSSy+xd+9eVq1aRbdu3R65v1u3buHj48O1a9ceemujuSiluHnzJuHh4Zw9F0bouYi7kxdjuJmQbOq8qLS6+yYv2lrpcC3phKd7SUp5uFHayxMPTw+cnJzy9A6H5MQEFswYRcihPYAG+5otH343waZZpJ7dbbqbID7+NpO/modFxm3aVHfk999/z7MazeH8+fPUr1+fxMRERo4cyZdffmnukkQukjAg8o1SiqVLl/LJJ5+YuvP5+voya9YsqlSp8oRXP52EhATKli1rmlAYGRmJl1fe9eJXSuHm5satW7c4duwYderUydbrDhw4QJMmTVBKPfIuCF9fX7Zs2cLChQt55513Hrmve7ctVq1alWPHjj3xNsSCICEhgYiICM6eO8+pcxc4G3GJiEvRxNxMwKCzx6izy5q8eLc9s0aBpaUWF2dHPF1dKOXhQulSXnh4eODikv32zI8SFXGWbyf7czPmKpZW1jRt05k9W1dj4eCKXa226Jy90MfHPLTPQODESSQarLGJP82p/20pkrfirVixwtQ/Yd26dbz22mtmrkjkFgkDIt8lJSUxadIkvvrqKzIzM7G0tGTYsGEEBATk6rD24cOHadSoEUajkbJlyxIZGZlnM92vXbtG6dKl0Wq1JCcnP9UlkI8++ojZs2fj7e1NSEgIdnb3NwDq3r07q1atYu7cuQwaNOih+7j3IW1hYcG+ffvytc9DXkhNTeXChQt3Jy9GcCY8kvDIq1yNjSNTY5s1kmCavPj/7ZldSjhkzUvwcKWMlzuenl64ubmi0z153H7fjnUsnjOBzIx03LzKMGjM15SvVJ3LF86xfe0SDuzahD4jHZ2VNY1atOeVLm+b+gts3baVrcHH0WXc5jmbOA7u35en/z7mdO/96uzszNGjR7N9h4so2CQMCLM5f/48/v7+bNq0Cci6R3/atGm89dZbuXbp4LvvvjN9gfr6+pqOldu2b99O27ZtqVq1qqnfQXYlJiZSs2ZNLl++zKeffsrUqVPve75v374sXLiQL7/8kpEjRz7w+tjYWGrWrElcXBwBAQFMnDjxgW2KiszMTCIjIwkLC+PUuXDOnI8k/NIVIq9eJ82gw2hpj7Kw+f87HBRoNODsaIe7qxNe7ll3OJTy9MTdwwNrK2syMzNYNn8aOzdkrQrpU/8l3vvkyweWPDYajWRmpGFlbXvf+3Pnzr/ZsON/aDBgc/s0Z47tNS1WVRRlZGTQvHlzDhw4QN26ddm7d2+BnAQqno6EAWFWSin+/PNP/P39uXDhApB1jXzOnDnZHmp/Ej8/P9P120mTJjFmzJhc2e8/3WtB3K1bN1atWvXUr1+/fj2dO3fGwsKCQ4cO8eKLL5qeGzJkCHPnzn3oF71Siq5du7Ju3Tpq167NwYMHsbKyyvH5FDZGo5ErV64QHh7OqTPnOR0WSdjFy1y8EkNSmhGjpcPdZaN1/5i8qLCz0BN/bicpt68BGl7u2Is33v0QB4cnj1AZjAa++iqI2MRMtEY91nfO882XAY+d11FUREVFUbduXeLi4hg4cCDfffeduUsSOSRhQBQIaWlpzJw5k8mTJ5OamopWq2XAgAFMmjQpx9delVJUrVqVsLAwNBoN27dvNzXkyS3vvfceP/74I2PHjiUwMPCZ9tGzZ09WrFhBvXr1OHDggOmSxqhRo/jyyy/x9/fn66+/vu81CxcupG/fvlhaWnL48GFeeOGFHJ9LUaKU4vr164SFhXHmXBinz1/k3IWsyYsx16JJuHoOZchAY2GJvffLWDqXRWkUdtZWuLmUwMPNBZ1WYcjMwNPDA52lJeFhYVyMvEyKwQJlYY1FRgJWiRHMnDgKP79HNygqajZv3kyHDh1QSrFkyRJ69+5t7pJEDkgYEAXK5cuXGTFiBMuXLwfAxcWFyZMn89///jdH1/vj4+MpW7YsycnJeTKhsHHjxhw4cIDly5fTo0ePZ9pHTEwM1apVIyEhga+++ophw4YBMHnyZAICAnjvvff44YcfTNtfvnwZHx8f7ty5wxdffMFnn32WK+dS1CmlmDZtGqNHj8ZoNFK+QgXav9aN2FuJXIi6RkxcgukOB7Q60+TFu68GNGiMRrSGZHSpMZS0SGbrpj8pV66cOU/LLMaOHcvEiROxs7Pj0KFD1KhRw9wliWelhCiA/vrrL+Xj46PI+vRVL774ogoODs7RPg8ePKi0Wq0CVLly5ZRer8+VWo1Go3JwcFCAOn36dI72NX/+fAUoOzs7dfHiRaWUUkFBQQpQvXr1Mm1nMBjUK6+8ogDVuHFjlZmZmaPjFhcJCQnq9ddfN72v3n33XZWSknLfNklJSerEiRNqxYqVauzEL1XN+i8rr+frKc+qjZVn1SbKq0p9VdrbR9Vv2Fjt2rXLTGdSMOj1etWmTRsFqGrVqqnExERzlySekYQBUWBlZmaqWbNmKScnJ9OHd58+fVR0dPQz73POnDmmffn6+uZKnZGRkQpQlpaWKiMjI0f7MhgMqnnz5gpQ7du3V0ajUS1YsEABqmPHjqbt5s6dqwBla2urzp07l9NTKBZCQ0NVlSpVFKCsrKzU999/r4xGY7Zfn5mZmeO/b1EUGxurSpcubQqsT/NvKgoOCQOiwIuNjVX9+/dXGo1GAcrR0VFNnz5dpaenP9P+evbsaQoEkydPznF9f/75pwJUrVq1crwvpZQ6c+aMsrKyUoBaunSp+v333xWgWrRooZRSKiwsTNnZ2SlAzZ49O1eOWdQtXbrU9G9Wrlw5deDAAXOXVKQEBwcrCwsLBai5c+eauxzxDCQMiELj4MGDqmHDhqYv8qpVq6otW7Y89X4MBoOqXLmyApRGo1F//fVXjur68ssvFaD8/PxytJ9/mjBhggKUh4eHKQzUqVNHZWRkqGbNmilAtWrVShkMhlw7ZlGUkZGh/P39Te+ZNm3aqOvXr5u7rCJpxowZplGXgwcPmrsc8ZQkDIhCxWAwqJ9++km5u7ubPuC7du2qLly48FT7uXXrlrK3t1eAsrGxUTExMc9cU58+fXJtlOGe9PR0VaNGDQWoMmXKKO6OiugsLU1zCiIjI3PteEVRdHS0eumll0zvk1GjRuXaPBHxIKPRqLp27aoAVaFCBRUXF2fuksRTyFnvTiHymVar5T//+Q/nz5/no48+wsLCgjVr1lCjRg3GjRtHSkpKtvZTsmRJtm/fjkajIS0tjYYNG2IwPNtKc/dWK6xZs+Yzvf5hrKys7rZ91RCTkIZTs7eyltNt1BMLB1fS0tLZt6/odrnLqeDgYOrWrUtwcDAlSpTgjz/+YMqUKXnWgVJkLWj0888/U6lSJS5dusQ777yD0Wg0d1kiu8ydRoTIiZCQENWqVSvTr7/y5curlStXZnsS072Z+oDq0KHDUx9fr9cra2trBajw8PCnfv2jHD9+XFnodMq+ZmtVfsQaVWHkn6b/yo9Yoxx8WisLnU4dP348145ZFBiNRhUUFKR0Op0CVM2aNWWCZT47duyY6f+JKVOmmLsckU0yMiAKNR8fH3bs2MHy5cspV64cUVFRdO/enbZt23L69Oknvv6jjz7ijTfeALKW//3iiy+e6vgRERGkp6dja2ubqz3ag4KC0Dm64tp+6APL52osdLj4DkXn4EJQUFCuHbOwS0pKws/PD39/f/R6PX5+fhw4cCDXF8ESj1enTh2++eYbAAICAti5c6d5CxLZImFAFHoajYYePXpw5swZAgICsLa2ZseOHdSuXZvhw4eTkJDw2NcvX74cb29vAMaMGcPff/+d7WOfOnUKyLpEkNMV8+4xGo0s/X0ZNjVfeSAI3KOx0GHj05alvy9DSd8wzp07R6NGjVi2bBk6nY5Zs2bx66+/Ym9vb+7SiqX+/fvz7rvvYjQa6dWrF9euXTN3SeIJJAyIIsPe3p6JEydy+vRpOnfujF6v5+uvv6Zq1aosXLjwkdcvtVothw4dws7ODqUUHTp0IDY2NlvHvDdfwMfHJ9fOIzU1lfS0VCxLlnrsdjpnL9LTUklNTc21YxdGf/zxBw0aNOD06dN4eXnx999/M3To0Fxb7Eo8PY1Gw7fffkutWrWIjY2lV69e6PV6c5clHkPCgChyvL29Wbt2LZs2baJKlSrExsbSt29fmjVrxpEjRx76GhcXF7Zt23bfhMLsfHjlxeRBW1tbrG1sybz9+F9T+vgYrG1ssbW1zbVjFyZ6vZ7PPvuMbt26kZiYyMsvv8zRo0d56aWXzF2aAOzs7Fi5ciWOjo7s3r2bgIAAc5ckHkPCgCiyfH19CQkJYerUqTg4OLB//34aNGjA+++/z40bNx7YvmnTpsyYMQPIWpWta9euTzxGXowMaLVa/Hq9Sdqp7SjDwwOJMuhJC92GX683i+Uv4OvXr9OuXTvTcs/Dhg1jx44dlCr1+NEUkb+qVKnCjz/+CMDUqVNZt26dmSsSj2TuGYxC5IerV6+q3r17m+4ccHZ2VnPmzHloT/9/9q7/4osvHrnP9PR006z1y5cv52q99+4mcPB5xN0ENVsV27sJ9u/fr8qWLasAZW9vr5YtW2buksQTDB061PT/3dP2BBH5Q8KAKFZ2796tateubfqyr1Wrltq5c+d92+j1evXcc8+ZOhT+/fffD91XSEiIApSTk1Oe9GP/7bfflIVOp6ydPZTTS72Va6ePldNLvZW1s4ey0OnUb7/9luvHLMiMRqP67rvvlOXdxktVq1ZVp06dMndZIhvS09NVo0aNFKDq1q2rUlNTlVJZTcSSkpKkk2YBIGFAFDt6vV7NnTtXlSxZ0hQKevXqdd+v+xs3bihbW9vHdihcunSpAlTTpk3zrNbjx4+rvn37Kou7IxA6naXq27dvsRsRSElJUe+++67p79WtWzeVkJBg7rLEU7h06ZJydXVVgOrevbvq27evsrbJ+n/M2sa2WL6vCxIJA6LYunHjhhowYIBpASQ7Ozs1ZcoUlZaWppTKWnzl3nMVKlR44JLCmDFjFKDef//9PK81ICBAAeqDDz7I82MVNBEREapOnToKUFqtVk2bNk1WxiukNm3adDfQaZSVU9aIl9trI7JGvEp6FssRr4JCJhCKYsvNzY3vv/+ew4cP07RpU1JSUhg9ejQ+Pj5s2LCBZs2aMX36dAAuXbrE66+/ft/r82Ly4KO4u7sDEBcXl+fHKkg2btxIvXr1OH78OO7u7mzbto1PPvmkWE6aLApKlSqFRqvFvmZLvP47H+dmftjXaIlzMz88+8/Dtlpz+rzzDidOnDB3qcWOhAFR7N3rYb9o0SK8vLwIDw+nU6dOdOrUiS5dutC5c2cA/vzzT9PsdaPRSEhICJA/YcDNzQ2Amzdv5vmxCgKDwcC4cePo2LEj8fHxNGrUiKNHj9K6dWtzlyZyICgoCCsnd1zbfySdNQsYCQNCkNUkpU+fPpw7d44RI0ag0+nYsGEDNWvWpHr16lSoUAGAzz77jPbt22Nnb8+FCxdAo2HevHl5/kumOIWBW7du0alTJyZMmADAoEGD2LVrF2XLljVzZSInpLNmwSZhQIh/KFGiBNOnTyckJIRXX32VjIwMpk6dSnp6+t0V7zRsCz6ETf03cHttBE7N3mLN1p3Uq1+fpUuX5lld98LAw/ojFCVHjx6lXr16bN68GRsbGxYuXMjcuXOxtrY2d2kih6SzZsGmURK/hHgopRRr165l2LBhREZGAhrsa7Z8YIhTGfTc2jyb1LO7OXL4MLVr1871WqKioqhQoQKWlpakp6cXyWvmP//8M4MGDSItLQ1vb29WrVpFnTp1zF2WyCVGoxE7e3ts6r+BczO/R24Xv3cpaYdXk5qSXCTf5wWVjAwI8QgajYauXbty+vRp6tSpg4WDi9mudd4bGcjMzCQxMTFPjmEu6enpDBgwgH79+pGWlkbHjh05fPiwBIEiJi4uDgcHB5KOb5bOmgWQhAEhnsDa2pozZ8/hUMfXbNc67ezsTGsQFKV5A1FRUbz88svMnz8fjUbDxIkTWbduHSVLljR3aSIXXbx4kWbNmhF38yaGpFvEbZ79QCBQBj23Ns1Cn3QLf39/8xRajD38k00IYXLvWqfjU1zrtLOzy/U63NzcuHz5Mjdv3jQtuVyYbd++nV69ehEXF4eLiwu//fYb7dq1M3dZIpedOHECX19fYmJiqFChAh9++CEjP/uM2Cuh2Pi0RefshT4+hrTQbeiTbrF40aI8udQmHk9GBoR4gqdZRdDS0irPJrvd6zVQ2EcGjEYjX3zxBe3atSMuLo66dety5MgRCQJF0M6dO2nevDkxMTHUqlWLffv28fHHH3Pk8GH8unYg7fBq4v6cSdrh1fh17ZD1uN+j5xOIvCNhQIgnyO4qgknHN5GZmUHdunVZv359rl8uKAq3FyYkJNCtWzdGjx6N0WikX79+7N27l4oVK5q7NJHLVq5cSbt27bhz5w7Nmzdn9+7dlC5dGoDatWvz888/k5KcRFJSEqkpyfz8888yImBGEgaEyAZ/f3/0iXHcesS1zpsbgzAk38be3p6TJ0/SuXNnmjZtyt9//51rNRT2MBASEkL9+vVZu3YtVlZW/PDDD/z444/Y2NiYuzSRy7799lt69uxJRkYG3bp1Y8uWLTg7Oz+wnVarxd7eXiYLFgASBoTIhtq1a7N40SJSz+4mdsH7xO9dStKpv4nfu5Toef1JOb0LlMLf35+RI0dia2vL/v37ad26NW3btuXgwYM5rqEwh4HffvuNxo0bEx4eTvny5QkODua9994zd1kilymlCAgIYPDgwSilGDhwIMuXL5fAVxiYb1kEIQqfe6sI/nO1tXfffVeVKVPGtOTxjh07VHR0tBo8eLBpuV1Ade3aVYWEhDzzsSdMmKAA9d///jcXzyhvpaenqw8//ND0b9C2bVt148YNc5cl8kBmZqbq37+/6W89YcIEWVCqEJEwIMQzuLcO+70Pu5s3byo7O7usgGBtraKjo5VSSl24cEG9++67SqvVmsLC22+/rSIiIp76mN9++60C1Ouvv56r55JXrl69qpo2bWr6chgzZozS6/XmLkvkgeTkZNW5c2fTypLz5s0zd0niKcllAiGewb+vdbq6urJ9+3Y0Gg3p6ek0bNgQvV7Pc889xy+//EJISAhvvPEGSimWLFlC1apVGTRoENHR0dk+ZmG6TLBr1y7q1q3Lvn37KFGiBGvXrmXSpEl3WzqLouTWrVu0bduWdevWYWNjw6pVq3j//ffNXZZ4ShIGhMglTZo0MXUgvHLlCh07djQ9V6NGDVauXMmhQ4do164der2e7777jkqVKvHpp59ma2niwrA+gVKKr776ijZt2hAbG0utWrU4fPiwaeVHUbRcvnyZl19+mX379uHs7My2bdvo2rWrucsSz8LcQxNCFDU9e/Y0DY0HBgY+dJudO3feN4Tu6OioAgMD1Z07dx6535MnTypAubm55VXpOXLnzh3Vo0cP0zn17t1bJSUlmbsskUdCQ0NV2bJlFaDKlCmTo/kwwvwkDAiRywwGg6pSpYrpS3HLli0P3c5oNKoNGzao2rVrm7Z1c3NTM2fOVCkpKQ9sHx0dbbomW9CuvZ85c0ZVr15dAUqn06lvvvlGJo8VYcHBwapkyZIKUNWqVVOXLl0yd0kihyQMCJEHbt++rRwcHEwTCq9cufLIbQ0Gg1q2bNl9AaJMmTJq3rx5KiMjw7Rdenq66fmbN2/mx2lky8qVK03nWrp0abV3715zlyTy0Nq1a5WNjY0CVOPGjQvUe1E8O5kzIEQecHZ2ZufOnWi1WtOEwszMzIduq9Vq6dmzJ6dOnWLBggWUK1eOq1evMmDAAKpXr85vv/2G0WjEysoKJycnoGBMItTr9Xz66ad0796dpKQkWrRowZEjR2jatKm5SxN5ZMGCBbz++uukpaXRqVMnduzYgaurq7nLErnB3GlEiKLs+++/N/2ab9OmTbZek5qaqoKCgpS7u7vptbVq1VLr1q1TlSpVUoAKDg7O48ofLyYmRrVs2dJU34gRI1RmZqZZaxJ5x2g0qokTJ5r+3v369ZO/dxEjYUCIPPb222+bPkQDAgKy/brExEQ1adIk5eTkZHr9veH4NWvW5GHFj7dv3z5TkyUHBwe1YsUKs9Ui8p5er1eDBw82vQdHjx4t80GKIAkDQuQxo9GoatSoYfow3bBhw1O9Pi4uTn322WfK1tbWtI/q1aurAwcO5FHFD2c0GtU333xj6qpYrVo1dfr06XytQeSv1NRU1b17d1PDrNmzZ5u7JJFHNErl8tJqQogHJCYmUqZMGRITE7GysiIsLIzy5cs/1T6uXbtG69atOXv2rOmxrl27MnHiRHx8fHK75PukpKQwYMAAlixZAkD37t356aefcHR0zNPjCvNJSEiga9eu7Ny5EysrKxYvXkzPnj3NXZbIIzKBUIh84OjoSHBwMFqtloyMjMdOKHyUUqVKmRoZ1axZE61Wy5o1a3jhhRfo06cPEREReVE64eHhNGnShCVLlmBhYcGMGTNYvny5BIEi7Nq1a7Ro0YKdO3fi6OjIpk2bJAgUcRIGhMgnL7zwAgsWLAAgNjaWV1555an3ca8LYYMGDQgNDb2vxXG1atX44IMPuHr1aq7VvH79eurXr8/Jkyfx8PBg+/btfPzxx7LkbBF2/vx5mjZtyokTJ/D09GTXrl20bt3a3GWJPCZhQIh89J///If+/fsDsHv3bkaOHPlUr//n+gTVq1d/oMXx999/T+XKlfnkk09ydPuhwWDg888/p3PnziQkJNCkSROOHj1Ky5Ytn3mfouA7ePAgzZo1IzIyksqVK7Nv3z5efPFFc5cl8oOZ5ywIUewYjUb1wgsvmCYDrlu3Ltuv/eOPPxSgGjVq9MBzO3fuVM2aNbuvxfH48eNVQkLCU9V38+ZN9eqrr5r28+GHH6r09PSn2ocofDZt2mRaebN+/foqNjbW3CWJfCRhQAgzSE5ONt0yaGlpqS5evJit1+3Zs0cBqlKlSg99/l6L4zp16pi+zF1dXR/Z4vjfDh06pCpUqKAAZWtrq5YsWfI0pyUKqUWLFimdTqcA9eqrr6rExERzlyTymYQBIczk1KlTysLCQgHK3d09W7++z5w5owDl5OT02O2y2+L4nxYsWKCsra1NYePEiRPPclqikJk+ffp9i0vJKFDxJGFACDNasmSJ6YO4adOmT9z+xo0bpu0f9aX+T5mZmerHH39U5cqVM72uUqVK6tdff1UGg0EplXUv+XvvvWd6/rXXXlO3b9/O6amJAs5gMKjhw4eb/u7Dhw83vSdE8SNhQAgz++CDD0wfyB9//PFjt9Xr9Uqr1SpAXbt2LdvHSEtLU7NmzXqgxfEPP/yg6tWrZ2oqM3nyZPlCKAbS09NV7969Te+F6dOnm7skYWbSdEiIAqB+/focOXIEgFWrVtGtW7dHbuvu7s7NmzcJCQl56mZDSUlJzJo1i+nTp5OQkGB6vESJEqxYsYJXX3312U5AFBqJiYl0796drVu3otPp+Omnn+jTp4+5yxJmJrcWClEABAcH4+LiAsCbb7752AZC/7y98Gk5ODgwatQoBg0adN/jd+7cYdq0aRw4cOCp9ykKj+vXr9OqVSu2bt2Kvb0969evlyAgAAkDQhQINjY27N+/H51Oh16vp1GjRqSnpz9025yEgfj4eLp06cIXX3wBQO/evRk4cCCWlpbs2LGDxo0b07VrV0JDQ5/9ZESBdOHCBZo1a8aRI0dwc3Pjr7/+wtfX19xliQJCwoAQBcTzzz/P0qVLAYiLi6N58+YP3e5Zw8DJkyepX78+f/75J9bW1ixYsIAlS5bw3Xffcf78efr27YtWq2Xt2rV53uJY5K9jx47RtGlTwsPDqVixInv37qVhw4bmLksUIBIGhChAunfvzkcffQRkdYMbOnToA9s8SxhYsmQJjRs3JiIiggoVKrB3715TJ0SAihUr8vPPPxMaGkr37t3ztMWxyF9//fUXLVq0IDY2ltq1a7Nv3z6qVKli7rJEASNhQIgCJigoiEaNGgEwZ84cli1bdt/zTxMGMjIyGDJkCH369CE1NZV27dpx5MgR6tWr99Dtq1evzooVKzh8+DC+vr652uJY5L/ly5fj6+tLYmIiLVu2ZNeuXZQqVcrcZYkCSMKAEAXQ7t27TV/6vXv35ty5c6bn7j1+48aNx+7jypUrtGjRgrlz5wIwduxYNmzYgKur6xOPX69ePTZt2sSuXbto1qwZaWlpzJgxA29vbwIDA7lz586znprIJ3PmzKFXr15kZmbSvXt3Nm3ahJOTk7nLEgWUhAEhCiArKysOHjyITqfDYDDQpEkT0tLSgOyNDOzcuZN69eqxf/9+nJ2dWb9+PYGBgVhYWDxVHc2bN2fPnj1s3LiROnXqkJiYyPjx4/H29mbmzJmkpqY++0mKPKGUYvTo0QwdOhSlFIMHD+b333/HxsbG3KWJAkzCgBAF1HPPPceKFSsAuH37Ns2aNQMeHwaUUsyYMYNXXnmF69evU7t2bQ4fPkynTp2euQ6NRkP79u05cuQIy5cvp2rVqsTFxTFixAgqV67MvHnzyMzMfOb9i9yj1+vp37+/6W6RSZMmMWfOnKcOgaIYMmfHIyHEk33yySemTnEDBgxQ+/fvV4AqW7bsfd0C79y5o9544w3Ttn369FHJycm5Xk9mZqb66aefVPny5e9rcbxkyRKl1+tz/Xgie5KTk1WnTp0UoLRarfrhhx/MXZIoRCQMCFEIvPTSS6Yv3vr16ys0GgUoaxtb1bdvX7V69WpVrVo10yqI3377rTIajXlaU1pampo9e7by8PAw1ebj46PWrFmT58cW97t586Zq0qSJApSNjY1au3atuUsShYy0IxaiEMjMzMTNzY07dxKxcHDBoY4vliVLkXn7Gqkh28hIuAEoypQpw8qVK2ncuHG+1ZaUlMTs2bOZNm2aqcVxo0aNmDJlCq1bt863OoqrqKgo2rVrx9mzZylZsiTr1683XVISIrskDAhRCJw4cYJ69epjU+1lXNt/hMZCZ3pOGfTEbZpFyumd7Nixg1atWpmlxtu3bzN9+nRmzZpFSkoKAG3atGHy5MmmWyVF7goNDcXX15erV69StmxZNm/eTM2aNc1dliiEZAKhEIVAUFAQuhKuDwQBAI2FDtf2H2Hl5M6iRYvMVCGULFmSKVOmEBERwYcffvhAi+OQkBCz1VYU7dmzh5dffpmrV69So0YN9u3bJ0FAPDMZGRCigDMajdjZO2BTvxvOzfweuV383qWkHV5NakoyGo0mHyt8uMjISCZMmMDChQsxGo1oNBreeustAgMDqVSpkrnLK9TWrFmDn58faWlpNG3alPXr15sWuhLiWcjIgBAFXGpqKulpqViWfHznOJ2zF+lpqQXm3v+KFSvy008/cerUKXr06IFSil9//ZVq1aoxcOBAaXH8jObPn88bb7xBWloar732Gtu2bZMgIHJMwoAQBZytrS3WNrZk3r722O308TFY29hia2ubT5VlT7Vq1Vi+fDlHjhyhffv26PV65s2bR+XKlRkxYoS0OM4mpRQTJkxgwIABGI1G+vfvz+rVq7GzszN3aaIIkDAgRAGn1Wrx6/Umaae2owz6h26jDHrSQrfh1+vNAnGJ4GHq1q3Lxo0b2b17Ny+99BJpaWnMnDkTb29vxo8fLy2OH8NgMDBo0CDGjRsHQEBAAD/88AM6ne4JrxQie2TOgBCFwIkTJ6hXvz621Zrj4jv0gbsJbm2aReq5PRw5fJjatWubsdLsUUqxefNmxowZw7FjxwBwdXVl1KhRDBo0qMCNbphTWloavXv3ZvXq1Wg0GubMmcPgwYPNXZYoYiQMCFFILF26lD7vvIPOwQUbn7bonL3Qx8eQFroNfdItFi9ahJ/foycYFkRGo5FVq1bx+eefmxZjKl26NGPHjqVfv35YWlqauULzio+Pp0uXLuzevRsrKyt+/fVXunfvbu6yRBEkYUCIQuTEiRMEBQWx9PdlpKelYm1ji1+vN/H39y8UIwKPotfrWbx4MePHjycqKgoAb29vJkyYQK9evYplb/3o6Gh8fX0JCQmhRIkSrFmzxmw9JETRJ2FAiELIaDSSmpqKnZ1dgZ0j8CzS09OZP38+kyZN4vr16wD4+PgwadIkOnfuXKTO9XHOnj1Lu3btiIqKwsvLi82bNxfqsCcKPgkDQogCJzk52dTiOD4+HoCGDRsyZcoU2rRpY97i8tiBAwfo2LEjcXFxPP/882zZsoXnnnvO3GWJIk7CgBCiwLp9+zYzZswgKCioWLQ43rhxIz169CAlJYUGDRqwYcMG3N3dzV2WKAYkDAghCryYmBimTJnC999/T2ZmJgBdunRh4sSJ1KpVy8zV5Y6FCxfSv39/DAYD7dq1Y+XKlTg4OJi7LFFMSJ8BIUSB5+XlxezZswkLC+M///kPWq2WtWvXUrt2bd5++23Cw8PNXeIzU0oxdepU+vbti8Fg4O2332b9+vUSBES+kpEBIUShc/bsWcaOHcuKFSsA0Ol09O/fn88//5wyZcqYubrsMxqNDB8+nFmzZgEwYsQIpk6dilYrv9NE/pIwIIQotI4ePUpAQACbNm0CwNramiFDhvDZZ5/h5uZm5uoeLz09nb59+/L7778DMHPmTIYPH27mqkRxJWFACFHo7dmzh9GjRxMcHAyAg4MDH3/8McOHD6dEiRJmru5BiYmJdOvWje3bt6PT6fjll1/o3bu3ucsSxZiEASFEkaCUYsuWLYwePfq+FsefffYZgwcPLjAtjmNjY+nQoQNHjx7F3t6e1atX8+qrr5q7LFHMSRgQQhQpRqOR1atXExAQcF+L488//5z+/fubtcVxREQE7dq1IyIiAnd3dzZs2ECDBg3MVo8Q90gYEEIUSXq9niVLljBu3Lj7WhwHBgbi5+eX7y2Ojx49Svv27bl+/TrPPfccW7Zs4fnnn8/XGoR4FAkDQogiLT09nR9++IFJkyYRGxsLQM2aNZk0aRJdunTJlxbH27dv5/XXXycpKYk6deqwadMmvLy88vy4QmSXhAEhRLGQnJzMnDlzmDp1ar62OP7999955513yMzMpFWrVqxZs6ZATmoUxZuEASFEsRIfH8+MGTP4+uuvTS2OW7duzeTJk2ncuHGuHmvWrFn4+/sD0LNnTxYtWoS1tXWuHkOI3CBhQAhRLMXGxppaHGdkZADQuXNnJk2alOMWx0opRo0axdSpUwEYMmQIs2bNkmZCosCSMCCEKNYuXbrEhAkT+OWXXzAajWg0Gvz8/AgMDKRy5cpPvb/MzEz++9//snDhQgAmT57MqFGjis3yy6JwkjAghBBktTgeN24cy5cvB8DCwsLU4rhs2bIPfY3RaCQ1NRVbW1u0Wi3Jycn07NmTjRs3YmFhwfz58+nXr19+noYQz0TCgBBC/MOxY8cICAhg48aNQFaL48GDBzNq1ChTi+MTJ04QFBTE0t+XkZ6WirWNLa937UJoaCihoaHY2tqyfPlyOnXqZM5TESLbJAwIIcRDBAcHM3r0aPbs2QP8f4vj8uXL8/6AAegcXbGp+QqWJUuRefsaSSc2Y0i8hb29Hdu2baNJkyZmPgMhsk/CgBBCPIJSiq1btzJ69GiOHj1691EN9j6tcPUdisZC9//bGvTEbZpF2tndHDlyhNq1a5unaCGegUxtFUKIR9BoNLRr147Dhw+zcuVKSjg5YeHg8kAQANBY6HBt/xE6R1eCgoLMU7AQz0hGBoQQIhuMRiN29g7Y1O+GczO/R24Xv3cpaYdXk5qSLHcQiEJDRgaEECIbUlNTSU9LxbJkqcdup3P2Ij0tldTU1HyqTIickzAghBDZYGtri7WNLZm3rz12O318DNY2tgVmyWQhskPCgBBCZINWq8Wv15ukndqOMugfuo0y6EkL3YZfrzflEoEoVCQMCCFENvn7+6NPjOPW5tkPBAJl0HNr0yz0SbdM6xEIUVjIBEIhhHgKS5cupc8776BzcMHGpy06Zy/08TGkhW5Dn3SLxYsW4ef36AmGQhREEgaEEOIpPawDoV+vN/H395f+AqJQkjAghBDP6N7aBHZ2djJHQBRqEgaEEEKIYk4mEAohhBDFnIQBIYQQopiTMCCEEEIUcxIGhBBCiGJOwoAQQghRzEkYEEIIIYo5CQNCCCFEMSdhQAghhCjmJAwIIYQQxZyEASGEEKKYkzAghBBCFHMSBoQQQohiTsKAEEIIUcxJGBBCCCGKOQkDQgghRDEnYUAIIYQ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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "H_1 = xgi.random_hypergraph(20, [0.2, 0.001], seed=1)\n", - "xgi.draw_hypergraph_hull(H_1)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "venv_xgi", - "language": "python", - "name": "venv_xgi" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.13" - }, - "toc": { - "base_numbering": 1, - "nav_menu": {}, - "number_sections": true, - "sideBar": true, - "skip_h1_title": false, - "title_cell": "Table of Contents", - "title_sidebar": "Contents", - "toc_cell": false, - "toc_position": {}, - "toc_section_display": true, - "toc_window_display": false - }, - "vscode": { - "interpreter": { - "hash": "78db47bee367e3fae825d59af43d695909ce208402094df58551906768c6e91c" - } - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/xgi/drawing/draw.py b/xgi/drawing/draw.py index 18e983228..0778afb4c 100644 --- a/xgi/drawing/draw.py +++ b/xgi/drawing/draw.py @@ -29,7 +29,6 @@ _draw_init, _interp_draw_arg, _parse_color_arg, - _scalar_arg_to_dict, _update_lims, ) from .layout import _augmented_projection, barycenter_spring_layout @@ -178,6 +177,18 @@ def draw( * "min_dyad_lw" (default: 1) * "max_dyad_lw" (default: 10) + Returns + ------- + ax : matplotlib Axes + Axes plotted on + collections : a tuple of 3 collections: + * node_collection : matplotlib PathCollection + Collection containing the nodes + * dyad_collection : matplotlib LineCollection + Collection containing the dyads + * edge_collection : matplotlib PathCollection + Collection containing the edges + Examples -------- >>> import xgi @@ -553,6 +564,16 @@ def draw_hyperedges( kwargs : optional keywords See `draw_hyperedge_labels` for a description of optional keywords. + Returns + ------- + ax : matplotlib Axes + Axes plotted on + collections : a tuple of 2 collections: + * dyad_collection : matplotlib LineCollection + Collection containing the dyads + * edge_collection : matplotlib PathCollection + Collection containing the edges + Raises ------ XGIError @@ -771,6 +792,14 @@ def draw_simplices( kwargs : optional keywords See `draw_hyperedge_labels` for a description of optional keywords. + Returns + ------- + collections : a tuple of 2 collections: + * dyad_collection : matplotlib LineCollection + Collection containing the dyads + * edge_collection : matplotlib PathCollection + Collection containing the edges + Raises ------ XGIError @@ -1331,22 +1360,31 @@ def draw_multilayer( H, pos=None, ax=None, - dyad_color="black", - dyad_lw=0.5, - edge_fc=None, node_fc="white", node_ec="black", - node_lw=0.5, + node_lw=1, node_size=5, - plane_color="grey", + node_shape="o", + node_fc_cmap="Reds", + vmin=None, + vmax=None, + dyad_color="grey", + dyad_lw=1.5, + dyad_style="solid", + edge_fc=None, + edge_fc_cmap="crest_r", + edge_vmin=None, + edge_vmax=None, + alpha=0.4, + layer_color="grey", + layer_cmap="crest_r", max_order=None, conn_lines=True, conn_lines_style="dotted", - width=5, - height=5, h_angle=10, v_angle=20, - sep=1, + sep=0.4, + rescale_sizes=True, **kwargs, ): """Draw a hypergraph or simplicial complex visualized in 3D @@ -1363,117 +1401,119 @@ def draw_multilayer( ax : matplotlib Axes3DSubplot or None, optional The subplot to draw the visualization on. If None, a new subplot will be created. Default is None. - dyad_color : str, dict, iterable, or EdgeStat, optional - Color of the dyadic links. If str, use the same color for all edges. If a dict, - must contain (edge_id: color_str) pairs. If iterable, assume the colors are - specified in the same order as the edges are found in H.edges. If EdgeStat, use - a colormap (specified with dyad_color_cmap) associated to it. By default, - "black". + node_fc : str, iterable, or NodeStat, optional + Color of the nodes. If str, use the same color for all nodes. If other iterable, + or NodeStat, assume the colors are specified in the same order as the nodes are + found in H.nodes. By default, "white". + node_ec : color or sequence of colors, optional + Color of node borders. If color, use the same color for all nodes. If sequence + of colors, assume the colors are specified in the same order as the nodes are + found in H.nodes. By default, "black". + node_lw : int, float, iterable, or NodeStat, optional + Line width of the node borders in pixels. If int or float, use the same width + for all node borders. If iterable or NodeStat, assume the widths are specified + in the same order as the nodes are found in H.nodes. Values are clipped below + and above by min_node_lw and max_node_lw, respectively. By default, 1. + node_size : int, float, iterable, or NodeStat, optional + Radius of the nodes in pixels. If int or float, use the same radius for all + nodes. If iterable or NodeStat, assume the radiuses are specified in the same + order as the nodes are found in H.nodes. Values are clipped below + and above by min_node_size and max_node_size, respectively. By default, 5. + node_shape : string, optional + The shape of the node. Specification is as matplotlib.scatter + marker. Default is "o". + node_fc_cmap : colormap + Colormap for mapping node colors. By default, "Reds". Ignored, if `node_fc` is + a str (single color). + vmin : float or None + Minimum for the node_fc_cmap scaling. By default, None. + vmax : float or None + Maximum for the node_fc_cmap scaling. By default, None. + dyad_color : color or list of colors + Color of the dyadic links. If str, use the same color for all edges. If iterable, + assume the colors are specified in the same order as the edges are found in H.edges. + By default, "black". dyad_lw : int, float, dict, iterable, or EdgeStat, optional Line width of edges of order 1 (dyadic links). If int or float, use the same width for all edges. If a dict, must contain (edge_id: width) pairs. If iterable, assume the widths are specified in the same order as the edges are found in H.edges. If EdgeStat, use a monotonic linear interpolation defined - between min_dyad_lw and max_dyad_lw. By default, 0.5. - edge_fc : str, dict, iterable, or EdgeStat, optional - Color of the hyperedges. If str, use the same color for all nodes. If a dict, - must contain (edge_id: color_str) pairs. If other iterable, assume the colors - are specified in the same order as the hyperedges are found in H.edges. If - EdgeStat, use the colormap specified with edge_fc_cmap. If None (default), use - the H.edges.size. - node_fc : str, dict, iterable, or NodeStat, optional - Color of the nodes. If str, use the same color for all nodes. If a dict, must - contain (node_id: color_str) pairs. If other iterable, assume the colors are - specified in the same order as the nodes are found in H.nodes. If NodeStat, use - the colormap specified with node_fc_cmap. By default, "white". - node_ec : str, dict, iterable, or NodeStat, optional - Color of node borders. If str, use the same color for all nodes. If a dict, - must contain (node_id: color_str) pairs. If other iterable, assume the colors - are specified in the same order as the nodes are found in H.nodes. If NodeStat, - use the colormap specified with node_ec_cmap. By default, "black". - node_lw : int, float, dict, iterable, or NodeStat, optional - Line width of the node borders in pixels. If int or float, use the same width - for all node borders. If a dict, must contain (node_id: width) pairs. If - iterable, assume the widths are specified in the same order as the nodes are - found in H.nodes. If NodeStat, use a monotonic linear interpolation defined - between min_node_lw and max_node_lw. By default, 1. - node_size : int, float, dict, iterable, or NodeStat, optional - Radius of the nodes in pixels. If int or float, use the same radius for all - nodes. If a dict, must contain (node_id: radius) pairs. If iterable, assume - the radiuses are specified in the same order as the nodes are found in - H.nodes. If NodeStat, use a monotonic linear interpolation defined between - min_node_size and max_node_size. By default, 5. - plane_color : color (str or tuple) or iterable (dict, list, or numpy array), optional - Color of each plane. If a dict, must contain (edge size: color) pairs. - By default, "grey". + between min_dyad_lw and max_dyad_lw. By default, 1.5. + dyad_style : str or list of strings, optional + Line style of the dyads, e.g. ‘-’, ‘–’, ‘-.’, ‘:’ or words like ‘solid’ or ‘dashed’. + See matplotlib's documentation for all accepted values. By default, "solid". + edge_fc : color or list of colors or array-like or dict or EdgeStat, optional + Color of the hyperedges. The accepted formats are the same as + matplotlib's scatter, with the addition of dict and IDStat. + Those with colors: + * single color as a string + * single color as 3- or 4-tuple + * list of colors of length len(ids) + * dict of colors containing the `ids` as keys + Those with numerical values (will be mapped to colors): + * array of floats + * dict of floats containing the `ids` as keys + * IDStat containing the `ids` as keys + If None (default), color by edge size. + edge_fc_cmap: matplotlib colormap, optional + Colormap used to map the edge colors. By default, "crest_r". + edge_vmin, edge_vmax : float, optional + Minimum and maximum for edge colormap scaling. By default, None. + alpha : float, optional + The edge transparency. By default, 0.4. + layer_color : color or list of colors, optional + Color of layers. By default, "grey". + layer_cmap : colormap, optional + Colormap to use in case of numerical values in layer_color. Ignored if layer_color + does not contain numerical values to be mapped. By default, "crest_r", but ignored. max_order : int, optional Maximum of hyperedges to plot. If None (default), plots all orders. conn_lines : bool, optional Whether to draw connections between layers. Default is True. conn_lines_style : str, optional The linestyle of the connections between layers. Default is 'dotted'. - width : float, optional - The width of the figure in inches. Default is 5. - height : float, optional - The height of the figure in inches. Default is 5. h_angle : float, optional The rotation angle around the horizontal axis in degrees. Default is 10. v_angle : float, optional The rotation angle around the vertical axis in degrees. Default is 0. sep : float, optional - The separation between layers. Default is 1. + The separation between layers. Default is 0.4. **kwargs : optional args Alternate default values. Values that can be overwritten are the following: - * min_node_size - * max_node_size - * min_node_lw - * max_node_lw - * min_dyad_lw - * max_dyad_lw - * node_fc_cmap - * node_ec_cmap - * dyad_color_cmap - * edge_fc_cmap + * "min_node_size" (default: 10) + * "max_node_size" (default: 30) + * "min_node_lw" (default: 2) + * "max_node_lw" (default: 10) + * "min_dyad_lw" (default: 1) + * "max_dyad_lw" (default: 5) Returns ------- ax : matplotlib Axes3DSubplot The subplot with the multilayer network visualization. - - - Notes - ----- - The effect of the `sep` parameter is limited by the `height` of the figure. - If `sep` is larger than a certain value depending on `height`, no additional - effect will be seen. + collections : a tuple of 2 collections: + * node_collection : matplotlib PathCollection + Collection containing the nodes one the top layer + * edge_collection : matplotlib PathCollection + Collection containing the edges of size > 2 """ settings = { - "min_node_size": 10.0, - "max_node_size": 30.0, - "min_dyad_lw": 2.0, - "max_dyad_lw": 10.0, - "min_node_lw": 1.0, - "max_node_lw": 5.0, - "node_fc_cmap": cm.Reds, - "node_ec_cmap": cm.Greys, - "edge_fc_cmap": cm.Blues, - "dyad_color_cmap": cm.Greys, - "plane_color_cmap": cm.Greys, + "min_node_size": 10, + "max_node_size": 30, + "min_dyad_lw": 2, + "max_dyad_lw": 10, + "min_node_lw": 1, + "max_node_lw": 5, } settings.update(kwargs) - if edge_fc is None: - edge_fc = H.edges.size + if ax is None: + _, ax = plt.subplots(subplot_kw={"projection": "3d"}) if pos is None: pos = barycenter_spring_layout(H) - if ax is None: - _, ax = plt.subplots( - 1, 1, figsize=(width, height), dpi=600, subplot_kw={"projection": "3d"} - ) - s = unique_edge_sizes(H) if max_order is None: max_order = max(s) - 1 @@ -1481,68 +1521,154 @@ def draw_multilayer( max_order = min(max_order, max(s) - 1) min_order = min(s) - 1 + orders = list(range(min_order, max_order + 1)) + xs, ys = zip(*pos.values()) - dyad_color = _color_arg_to_dict(dyad_color, H.edges, settings["dyad_color_cmap"]) - dyad_lw = _scalar_arg_to_dict( - dyad_lw, H.edges, settings["min_dyad_lw"], settings["max_dyad_lw"] - ) + dyads = H.edges.filterby("order", 1) + edges = H.edges.filterby("order", (2, max_order), "between") - edge_fc = _color_arg_to_dict(edge_fc, H.edges, settings["edge_fc_cmap"]) + if edge_fc is None: # color is proportional to size + edge_fc = edges.size - node_fc = _color_arg_to_dict(node_fc, H.nodes, settings["node_fc_cmap"]) - node_ec = _color_arg_to_dict(node_ec, H.nodes, settings["node_ec_cmap"]) - node_lw = _scalar_arg_to_dict( - node_lw, - H.nodes, - settings["min_node_lw"], - settings["max_node_lw"], - ) - node_size = _scalar_arg_to_dict( - node_size, H.nodes, settings["min_node_size"], settings["max_node_size"] - ) + # convert pos to format convenient for scatter + try: + xy = np.asarray([pos[v] for v in H.nodes]) + except KeyError as err: + raise XGIError(f"Node {err} has no position.") from err - plane_color = _color_arg_to_dict( - plane_color, - [i for i in range(min_order, max_order + 1)], - settings["plane_color_cmap"], - ) + # convert all formats to ndarray + node_size = _draw_arg_to_arr(node_size) + node_fc = _draw_arg_to_arr(node_fc) + node_lw = _draw_arg_to_arr(node_lw) + dyad_lw = _draw_arg_to_arr(dyad_lw) + layer_color = _draw_arg_to_arr(layer_color) - for id, he in H.edges.members(dtype=dict).items(): - d = len(he) - 1 - zs = d * sep + # check validity of input values + if np.any(node_size < 0): + raise ValueError("node_size cannot contain negative values.") + if np.any(node_lw < 0): + raise ValueError("node_lw cannot contain negative values.") - # dyads - if d > max_order: - continue + # interpolate if needed + if rescale_sizes and isinstance(node_size, np.ndarray): + node_size = _interp_draw_arg( + node_size, settings["min_node_size"], settings["max_node_size"] + ) + if rescale_sizes and isinstance(node_lw, np.ndarray): + node_lw = _interp_draw_arg( + node_lw, settings["min_node_lw"], settings["max_node_lw"] + ) + if rescale_sizes and isinstance(dyad_lw, np.ndarray): + dyad_lw = _interp_draw_arg( + dyad_lw, settings["min_dyad_lw"], settings["max_dyad_lw"] + ) - if d == 1: - he = list(he) - x1 = [pos[he[0]][0], pos[he[0]][1], zs] - x2 = [pos[he[1]][0], pos[he[1]][1], zs] - l = Line3DCollection( - [(x1, x2)], - color=dyad_color[id], - linewidth=dyad_lw[id], - ) - ax.add_collection3d(l) - # higher-orders + # check validity of input values + if np.any(dyad_lw < 0): + raise ValueError("dyad_lw cannot contain negative values.") + + # parse colors + dyad_color, dyad_c_mapped = _parse_color_arg(dyad_color, list(dyads)) + edge_fc, edge_c_mapped = _parse_color_arg(edge_fc, list(edges)) + layer_color, layer_c_mapped = _parse_color_arg(layer_color, orders) + + node_size = np.array(node_size) ** 2 + + # compute ax limits + xdiff = np.max(xs) - np.min(xs) + ydiff = np.max(ys) - np.min(ys) + ymin = np.min(ys) - ydiff * 0.1 + ymax = np.max(ys) + ydiff * 0.1 + xmin = np.min(xs) - xdiff * 0.1 #* (width / height) + xmax = np.max(xs) + xdiff * 0.1 #* (width / height) + xx, yy = np.meshgrid([xmin, xmax], [ymin, ymax]) + + # plot layers + for jj, d in enumerate(orders): + + z = [sep * d] * H.num_nodes + + # draw surfaces corresponding to the different orders + zz = np.zeros(xx.shape) + d * sep + + if layer_c_mapped: + layer_c = None else: - poly = [] - vertices = np.array([[pos[i][0], pos[i][1], zs] for i in he]) - vertices = _CCW_sort(vertices) - poly.append(vertices) - poly = Poly3DCollection( - poly, - zorder=d - 1, - color=edge_fc[id], - alpha=0.5, - edgecolor=None, - ) - ax.add_collection3d(poly) + layer_c = layer_color[jj] if len(layer_color) > 1 else layer_color + layer_cmap = None + + ax.plot_surface( + xx, + yy, + zz, + color=layer_c, + cmap=layer_cmap, + vmin=min_order * sep, + vmax=max_order * sep, + alpha=0.1, + zorder=0, + ) + + # convert dyad pos to format convenient for scatter + dyad_pos = [ + (np.append(pos[list(e)[0]], sep), np.append(pos[list(e)[1]], sep)) + for e in dyads.members() + ] + + # plot dyads + if dyad_c_mapped: + raise ValueError( + "dyad_color needs to be a color or list of colors, not numerical values." + ) + + dyad_collection = Line3DCollection( + dyad_pos, + colors=dyad_color, + linewidths=dyad_lw, + antialiaseds=(1,), + linestyle=dyad_style, + zorder=1, # above layer + ) - # now draw by order - # draw lines connecting points on the different planes + ax.add_collection3d(dyad_collection) + + # reorder to plot larger hyperedges first + ids_sorted = np.argsort(edges.size.aslist())[::-1] + + # plot other hyperedges + if edge_c_mapped: + edge_fc_arr = edge_fc[ids_sorted] + edge_fc_colors = None + else: + edge_fc_arr = None + edge_fc_colors = edge_fc[ids_sorted] if len(edge_fc) > 1 else edge_fc + + patches = [] + zs = [] + for he in np.array(edges.members())[ids_sorted]: + d = len(he) - 1 + zs.append(d * sep) + he = list(he) + coordinates = [[pos[n][0], pos[n][1], d * sep] for n in he] + # Sorting the points counterclockwise (needed to have the correct filling) + sorted_coordinates = _CCW_sort(coordinates) + patches.append(sorted_coordinates) + + edge_collection = Poly3DCollection( + patches, + facecolors=edge_fc_colors, + array=edge_fc_arr, + cmap=edge_fc_cmap, + alpha=alpha, + zorder=max_order - 2, # below dyads + ) + edge_collection.set_cmap(edge_fc_cmap) + if edge_c_mapped: + edge_collection.set_clim(edge_vmin, edge_vmax) + ax.add_collection3d(edge_collection) + + # draw inter-layer links between nodes if conn_lines: lines3d_between = [ (list(pos[i]) + [min_order * sep], list(pos[i]) + [max_order * sep]) @@ -1550,7 +1676,7 @@ def draw_multilayer( ] between_lines = Line3DCollection( lines3d_between, - zorder=d, + zorder=5, color=".5", alpha=0.4, linestyle=conn_lines_style, @@ -1558,58 +1684,35 @@ def draw_multilayer( ) ax.add_collection3d(between_lines) - (x, y, s, c, ec, lw,) = zip( - *[ - ( - pos[i][0], - pos[i][1], - node_size[i] ** 2, - node_fc[i], - node_ec[i], - node_lw[i], - ) - for i in H.nodes - ] - ) - for d in range(min_order, max_order + 1): - # draw nodes + # draw nodes (last) + for d in orders: + z = [sep * d] * H.num_nodes - ax.scatter( - x, - y, - z, - s=s, - c=c, - edgecolors=ec, - linewidths=lw, + + node_collection = ax.scatter( + xs=xy[:, 0], + ys=xy[:, 1], + zs=z, + s=node_size, + marker=node_shape, + c=node_fc, + cmap=node_fc_cmap, + vmin=vmin, + vmax=vmax, + edgecolors=node_ec, + linewidths=node_lw, zorder=max_order + 1, + plotnonfinite=True, # plot points with nonfinite color alpha=1, ) - # draw surfaces corresponding to the different orders - xdiff = np.max(xs) - np.min(xs) - ydiff = np.max(ys) - np.min(ys) - ymin = np.min(ys) - ydiff * 0.1 - ymax = np.max(ys) + ydiff * 0.1 - xmin = np.min(xs) - xdiff * 0.1 * (width / height) - xmax = np.max(xs) + xdiff * 0.1 * (width / height) - xx, yy = np.meshgrid([xmin, xmax], [ymin, ymax]) - zz = np.zeros(xx.shape) + d * sep - ax.plot_surface( - xx, - yy, - zz, - color=plane_color[d], - alpha=0.1, - zorder=d, - ) - ax.view_init(h_angle, v_angle) ax.set_ylim(np.min(ys) - ydiff * 0.1, np.max(ys) + ydiff * 0.1) ax.set_xlim(np.min(xs) - xdiff * 0.1, np.max(xs) + xdiff * 0.1) ax.set_axis_off() + ax.set_aspect("equal") - return ax + return ax, (node_collection, edge_collection) def draw_dihypergraph( @@ -1741,7 +1844,13 @@ def draw_dihypergraph( Returns ------- - ax : matplotlib.pyplot.axes + ax : matplotlib Axes + Axes plotted on + collections : a tuple of 3 collections: + * node_collection : matplotlib PathCollection + Collection containing the nodes + * phantom_node_collection : matplotlib PathCollection + Collection containing the nodes representing edges Raises ------ diff --git a/xgi/drawing/draw_utils.py b/xgi/drawing/draw_utils.py index bedec6bdd..157768e84 100644 --- a/xgi/drawing/draw_utils.py +++ b/xgi/drawing/draw_utils.py @@ -208,77 +208,6 @@ def _interp_draw_arg(arg, min_val, max_val): return vals -def _scalar_arg_to_dict(scalar_arg, ids, min_val, max_val): - """Map different types of arguments for drawing style to a dict with scalar values. - - Parameters - ---------- - scalar_arg : int, float, dict, iterable, or NodeStat/EdgeStat - Attributes for drawing parameter. - ids : NodeView or EdgeView - This is the node or edge IDs that attributes get mapped to. - min_val : int or float - The minimum value of the drawing parameter. - max_val : int or float - The maximum value of the drawing parameter. - - Returns - ------- - dict - An ID: scalar dictionary. - - Raises - ------ - TypeError - If a int, float, list, dict, or NodeStat/EdgeStat is not passed. - """ - if isinstance(scalar_arg, str): - raise TypeError( - "Argument must be int, float, dict, iterable, " - f"or NodeStat/EdgeStat. Received {type(scalar_arg)}" - ) - - # Single argument - if isinstance(scalar_arg, (int, float)): - return {id: scalar_arg for id in ids} - - # IDStat - if isinstance(scalar_arg, IDStat): - vals = np.interp( - scalar_arg.asnumpy(), - [scalar_arg.min(), scalar_arg.max()], - [min_val, max_val], - ) - return dict(zip(ids, vals)) - - # Iterables of floats or ints - if isinstance(scalar_arg, Iterable): - if isinstance(scalar_arg, dict): - try: - return {id: float(scalar_arg[id]) for id in scalar_arg if id in ids} - except ValueError as e: - raise TypeError( - "The input dict must have values that can be cast to floats." - ) - - elif isinstance(scalar_arg, (list, ndarray)): - try: - return {id: float(scalar_arg[idx]) for idx, id in enumerate(ids)} - except ValueError as e: - raise TypeError( - "The input list or array must have values that can be cast to floats." - ) - else: - raise TypeError( - "Argument must be an dict, list, or numpy array of floats or ints." - ) - - raise TypeError( - "Argument must be int, float, dict, iterable, " - f"or NodeStat/EdgeStat. Received {type(scalar_arg)}" - ) - - def _color_arg_to_dict(color_arg, ids, cmap): """Map different types of arguments for drawing style to a dict with color values.