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@mikk-c
Last active September 12, 2018 08:47
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<h1>Create a graph from a nodelist and an edgelist</h1>"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"#Import important stuff\n",
"import networkx as nx\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"#Define a function that reads multitype edges (like the ones in the aucs dataset) and stores the edges in a dictionary based on their types\n",
"def read_multitype_edges(file_path):\n",
" nodes=[]\n",
" edges={}\n",
" file = open(file_path,'r')\n",
" for line in file:\n",
" line_splitted= line.split(',')\n",
" n1,n2,e_type = line_splitted\n",
" if n1 not in nodes:\n",
" nodes.append(n1)\n",
" if n2 not in nodes:\n",
" nodes.append(n2)\n",
" if e_type.strip() not in edges.keys():\n",
" edges[e_type.strip()]=[]\n",
" edges[e_type.strip()].append((n1,n2))\n",
" return nodes,edges"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"#Call your function\n",
"nodes,edges = read_multitype_edges('data/aucs.csv')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"#Just to make the figures bigger\n",
"plt.rcParams['figure.figsize'] = [15, 7]"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
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j/1tuYQEKBSxdCu3a5V58kiRJ+YFeryc4OJgHDx5gZWVFhQoVUKvVuR2WJGVJCMGRO0c4HHoYW1NbOlXqREFNwdwOS8oH8k/iN3s2fPtt2td6PahUMHAgTJuWdhedmcREOHwYUlOhXj2wtHx38UoftIMHoUWLtCaYlQIFYOVKmfxJkiS9qfj4eAICAoiNjUWr1WJkZIRarebzzz/H1tY2t8OTpAySdcm0XNaSE2EnSNYlY6I2AWDTZ5toUrpJLkcn5XX5o9TzwgXw9oakpLR/KSlpd9QLFsCuXZnv88svUKQIdOoEXl5QtChMmAD5JA+W3l96fVqTe1HSB2nre/SQZZ9S3hUVtY2goCIcPmxLZOTG3A5H+gBt3ryZx48fk5KSghCClJQUEhISWLlyJS/r984v/eJS3jLp0CSO3T1GvDYendARr40nXhtP+5XtSdRmfuMQFBqE+2J3zCaZ4TjbkTnH5qAX+nccuZQX5I/ELyAgLdl7Xnw8/PxzxuWbN8Pw4RAXBzExaf8SE2Hq1LRkUZJy0K5daU3zVej1sGZNzsYjSTlBr9dx8WIntNpIdLooLl/+FL0+k+u0JOUQrVZLcHAwen3GG+CYmBgePnyY6X6PHz9m/vz5+Pn5MX36dG7dupXDkUrSfxadWkSiLvMEb3vw9gzLDt4+SLOlzThy5wgJ2gRCo0Px3uvNwK0DczpUKQ/KH4nfkydp5ZqZefQo47Jx4yAhIePyhAQ56ifluFWr0j/T9yJxcfDHHzkbjyTlBCF06RI9IVJl4ie9U6mpqVmO2imVSpIzKacQQvD777/z8OFDhBDEx8ezfPlyYmJicjpcSQIgXpt5z3BsbCw9+/WkWrVqtG7dmv79+/P999/Tc1nPDIligjaB38/8TlhM2LsIWcpD8sfTza1bw59/pt0lP0MUKICiY8eM21+8mPWxHj2Cx4/B2jqbg5SkNFl0Mmfp8eOciUOScpJKpcHBYRRhYbNJSkomObkparV5boclfUBMTEwoVKgQUVFRGdYJIShatGiG5XFxccTHx6dLGJVKJffu3cNSzgMgvQOepT3ZeHVjhlJNE1MTDv5xEEW0grCwMO7evUtYWBihIhQymcpCm6yl6/+6UteqLvb29pQoUcLwXzs7O1Qq1Ts6I+l9kj8Sv3btoFIlOH/e8OBUEvBQCGy7dkXz/Pbm5mmjhJlI1etRaDT5ZChUeh/Z2aXNN/SqA8uFC+dsPJKUU5ydJ1O8eD/+/vsE/fqNpmnTRAoUKJDbYUkfCIVCQatWrVi5ciVardawPCUlBY1Gk+nMnhqNJsMoYVxcHCdPnqRcuXIosposTpKyyZSmU9gTsof4lHhSRVo1m1qvpmBIQUoXKk0hp0K4uroatp83dR6PkzL2EKtUKuq71sf8kTlXrlxhz549hmQxKiqKIkWKGJLB5xPDp8vk9Tr/yT+zeiYmwty5EBBAxJ07LElOZnnx4lSsW5cVK1agVD6Tyg0blvbs33NlHjpgEzCgcGHGjx9P3759ZaOXst2+fWl9Fc8NUGfK3FyweLGCzp1zPi5JykkdO3akZs2aeHt753Yo0gcmPDycAwcOcPPmTW7cuEHp0qXx9fVl06ZNtG7dOsP2R48eZd++fej1ehITEzE3N2fFihWYm5szZcoUGjZsmAtnIX1Ibj6+ycSDE1l/dj3R4dHM6jKLkM0hHNh/gF27dqWbkXbs3rHMPDozQ7mncYIxVfZWYeqUqXh6eqZbp9VquXfvXrqRw2e/vnv3LuHh4ZiZmWVIBp9PEAsVKiQ7RPKQ/JP4PWPmzJls2LCBoKAg6tSpg5ubGzNnzvxvg5gYcHOD27cNz/olKBSYFivG9RUr+GLcOI4fP46RkRFDhw5lyJAhmZaESNKbEAJKlYLQ0Jdvq1Q+Ydeu8zRp0iDH45KknBQcHIybmxsXL17Ezs4ut8ORPkBxcXFYWFhw48YNRo8ezaZNm/j777+pWrVqhm3v3LlDeHg4hw4dYs+ePWzZsoUVK1Ywbtw4KlasyOTJk6lWrVounIX0IQkMDMTHxwdfX1969+6Nt7c3mzdvZs+ePYbraEpqCl6rvfjrxl8kJyUj9AKVTsWZ4Wc4v+88Y8eOxdnZmSlTpqQbKXwZIQRRUVHpksHnE8SwsDCSk5MzJIXPf120aFH57sz3RL5M/E6cOEG/fv24d+8eH330Ebdv3+aLL75g2LBh/22UmAhLl/Jgxgwe3b/PouhoBp85Q+l/L+R///03Q4cO5fLly2i1Wrp06cKIESNwcXHJpbOS8pN//oFGjV42u2cCjo5D0Gp30L59e6ZMmYKFhcU7ilCSst/w4cOJj4/nl19+ye1QpA9UwYIF+d///seYMWOoUaMGISEhXLlyheLFi2e6fUpKCpUrV2b+/Pk0a9aM5ORkFi5ciL+/P56envj5+eHk5PSOz0L6UOzevZvBgwdTq1Ytli5dihACPz8/li9fzp49e7C3tzdse+XhFToO7Uglh0ps/3k7gX8E0r59e1JSUli0aBETJ06kcePG+Pn54ezsnG0xxsfHv3DkMCwsjIcPH1K4cOGXlpaamppmW1xS5vJl4qfVarG2tmbmzJkMGDCAQ4cO4eXlxYwZM+jSpUu6bdeuXcvy5csJCgrC09OTZcuWGdYJIdi9ezcjR47k4cOHJCYmUqtWLYYPH07z5s3l0Lb0Vv75Bzp2TJtP6NmyT4UiDojH2Lg3Gs1RHBwcqFKlCkFBQSxcuJCPP/4412KWpLfx+PFjypcvz969e2UnmpQr6tSpg0aj4cCBAzx58oSyZcui0Wi4cOECBQsWzHSftWvX4ufnx8mTJw0TYsTGxjJ79mzmzJnDp59+ytixY2VlkJTtLl68SPv27Q3J1dP7zqlTp7Jw4UL27t2Lo6OjYftWrVrxxRdf0Lt3b2xtbbl69SpGRkZA2oj3rFmzmD17Nl27dmXs2LHvrPpCq9USERHx0tLSAgUKvLS01NraWt5/v4V8mfgBNGnShFGjRtG/f3+cnJyYO3cuzZo1Y/Xq1Xh4eBi227x5M7/88gtVq1Zlzpw5REdHZxiO1uv1rF69Gh8fHzQaDcnJyRgbGzN8+HC6deuGRpNh+hhJeiVCwP79sHQpBARsBaKwtt5FTMyf9OzZneXLl1O4cGHUajXjxo3j+++/p1GjRsycORNrOfOslAfNmTOH7du3s2PHjtwORfoAffvtt/zyyy88+vdVT1euXMHV1ZVKlSpx9OhRjI2NM+wjhKB+/fr079+fXr16pVsXGRnJ5MmT+f333xk4cCAjR47MMoGUpNcVFRVFmTJlsLKyYtu2bVSsWNGwbs6cOcyaNYs9e/YYRvA6dOhAjx492LdvH1u3bmXUqFF89dVX6Y4ZGRmJv78/S5cuZfDgwYwcOfK9qCYSQvDo0aMXjhyGhYWRmJhoSAqzGjksVqxYni0tTdWncuHBBWJTYrEzs6OsTdlsPX6+TfzGjx+PXq/Hzc2NTz75hH/++YdHjx7RtWtX9u7dS+XKlQHYuXMn06dPZ9myZRQrVowVK1bQOYuZNLRaLb/++it+fn6UK1cOIQRXr17lq6++4quvvqJIkSLv8hSlfEalUmFiYkJycjJffvklS5YsYcKECYZSooiICFauXMmaNWtYt24dP/30Ex06dMjtsCXptaSkpODi4sLcuXNp0aJFbocjfWD++ecfateuzePHjw0J2tatW+nYsSMtWrRg3bp16SeD+9fRo0fp0qULV69ezbQc7fbt2/j6+rJ161ZGjx7NoEGDZKew9NaEEGg0Gj799FNq1arF4MGD061fsGAB/v7+7N69m/Lly+Pl5UWHDh2oXLkynp6eKJVKrl+/nmliFxISwvjx49m1axc+Pj58+eWXmXZ8vG8SEhJeWloaGRmJra1tls8cPv3azMwst0/HIFGbyMyjM5l9fDZJuiRUChUpqSk4FnRkbMOxdK3SNVtGOvNt4rdz504mTZrE/v37KVeuHBqNhnPnzrFs2TK8vb0JCgqiRIkS7N+/n++++44DBw5QtWpVVCoVp0+ffuGx4+PjmTNnDjNnzsTT0xMjIyO2bt1Kp06dGDZsGJUqVXpHZykBEBkJs2fDb7+lvRm9ZEkYMQJ69YJ/SxzyApVKRcmSJbl16xanTp2ibt26DBo0iMjISHbs2IGrqyunTp1i6dKlmJmZ0bdvX1xdXfnxxx9lp4OUp2zYsIGxY8dy5syZPNsrK+VNOp0OExMT/vzzTzo+857fyZMn4+/vT//+/dNPBveMzp074+rq+sKZaS9evIiPjw+nTp3C19eXnj17yjaey/R6PXfv3iU5OZnixYu/Vzf7r6JkyZKMGDGC/fv3s379+gzrlyxZgre3Nzt37uSHH37A09OTXr16Ua9ePUxMTGjQoAETJkzI8vhnz57l22+/5cqVK0ycOJFPP/00086PvESn072wtPTp1xqN5oUjhyVKlMDGxibHS0vjUuJoENCAqw+vZpidFcDMyIxPXT5lUdtFbx1Lvk38YmJiKF68OI8ePeLIkSM0bdqUbdu20bx5c6ZOncqyZcs4dOgQly5dYtiwYRw7dowlS5bQv39/bty4gYODw0s/IyoqiilTprB48WK6d++OqakpAQEBuLq6MmLECDw9PWUdck4LDYVatSA6Ov3rOczMoHZt+OuvPJP8qdVq6tSpw5EjR/D29iY1NZVZs2Zx+/Zt2rRpw71792jWrBk7duzghx9+oHPnzvj6+rJkyRJmzpxJ167Z0xskvTvXr8O5c2BlBQ0b5pmm+taEEDRu3JiuXbvSv3//3A5Hek2xsae5cqU3en0iZcv+hLV189wO6bWULFmShg0bEhgYaFgmhMDLy4sdO3bg5+fH119/nWG/pzPTXrp06aWdbUePHmXMmDGGsrr27dvL63MuuHnzJuvWrUOr1aJQKNDpdFSpUoU2bdrkmReY165dG19fX7p3705kZGSmcS9fvpzhw4dTt25dWrVqRb9+/ViyZAlLly7lzJkznD9/PssJjJ7av38/o0ePJiUlhcmTJ/Pxxx9na5sVQnAn5g7xKfE4WjliapS7E7kIIXj8+PFLS0vj4+NfqbTU6C3+gHf6sxNbr28lSZeU5TZmRmZMazaNr2p9leU2ryLfJn4ANWrUYP78+bi5uVG9enWePHlCSEgIAEOGDOHSpUv4+/szaNAgTp06RXx8PNbW1gwdOpRp06a98ufcuXMHX19fNm/ezLBhwyhUqBA//fQTSqWS4cOH89lnn2FiYvL6J3D6NEydCocPQ4ECaSNYgwZBoUKvf6z8qn59OHYMUlMzrjM1he+/h5Ej331cb8DY2JjmzZuzbds2KlSowMmTJ7G1taVLly5MnDiRmjVrolar6dWrF8uWLWPAgAGMHj2akydP0qdPHxwdHVmwYEG6Wb6k99ODB9CpU9oEP0//VqhUaa8X9fLK3djelZMnT9KmTRuuXr2KpaVlbocjvYagIDu02gcAKJWm1Kt3H7XaPJejenUdO3bk9OnT3Lx5M93ypKQk3NzcCAkJ4bfffqNTp04Z9v3mm2/QarXMmzfvpZ8jhGDHjh18++23aDQapkyZQqNGjbLlHJKTk7l48SKPHz/G2tqaypUr54kyvXcpMjKSRYsWodVq0y1Xq9VUq1aNNm3a5FJkr6ddu3b06dOHsWPHsmTJEj766KNMt1u7di09evRg4MCBTJ8+nYSEBBwcHOjSpQs6nY5Fixa99LOEEKxfv55vv/0We3t7pkyZQu3atd/6HLZc28KInSO4E30HtVJNqkilV7Ve/NDsB8yN3+9rR0JCAuHh4Vkmhnfv3uXBgwfY2Ni8cOTQ3t4ec/OM5xoWE4bzXGeSU5Mz+fT0ipkX4+7wuygVbz4im68Tv6FDh1KyZElGjhzJ8ePHadCggWF0LjU1lc6dO5OUlMStW7e4dOkSAG3btuXw4cNERka+dnnGpUuX8PHx4Z9//uG7776jePHizJkzh3PnzjFo0CAGDBiQ7qWbL7RiBfTtmzaKpdenLdNowNoa/v4bXtJz80G4cQNcXCAp6x4SihaFe/feXUxvwcTEhJYtW7Jp0yaUSiUpKSn4+/vj5+dHSEgIt2/fpm3btpiYmODt7c3ChQtp1KgRs2bNIjU1lcmW5ZQ9AAAgAElEQVSTJ/PTTz8xadIkvvjiC9m7/J7SaqFyZbh1K+3rZ5mawrp18KFM3NqrVy9KlCiBv79/bocivSIhBAcOGAFpnW1KpYY6dYIxMck7HU4BAQH069ePhISEDMlSeHg41atXJyUlhc2bN9OgQfp3qEZFRVGhQgUOHTpEhQoVXunz9Ho9q1atYuzYsZQtW5bJkye/1vvUnnfr1i1WrFiBEAKtVouRkRFKpZLu3btTokSJNz5ufrNhwwbOnTtHZre5arWa4cOHU6BAgVyI7PX079+fGjVqcOnSJezt7Rk9enSW237yySfs3buX7du3U79+fQYNGoSlpSW//fYb+/btM8xv8TI6nY6AgAB8fX2pV68e/v7+lCtX7o3iX3puKV9u/jJDCaOJyoQKthU49sUxNOq8/TysTqfj/v37Lxw5vHv3LsbGxhmSwQsFL7A1YStaoX3p55gbm7O923bql6z/xrHm7SLel6hfvz6HDx8G0qZwrlWrFt988w0pKSmoVCqWLVtGREQE955JDAYPHoxWq32jGecqVarE+vXrWb16NYGBgYwcOZIBAwawc+dOQkJCKFu2LAMGDODKlSsvPtDjx2lJX2Lif0kfpCU49++DLI1Kc+kSvKyH88GDFyeG75GnyZ6NjQ16vZ5z584xatQoNBoNAwcOpF69ekydOhUTExP8/PwYN24c586d47PPPkOv1/Pdd9+xd+9eFi5cSNOmTTP0Zkvvh40b0/oink/6ABIS4H//e/cx5RZ/f38WLFhAaGhobocivSKFQoG9/WBSUpQIocHKyhNj47zVEdmoUSMUCgUnT57MsK548eJs3rwZgPbt2xs6hZ+ysbExvAfwVSmVSj777DMuX75Mu3btaN26NZ999hnBwcGvHXtSUhIrVqwgJSXFMJKl1WpJTk4mMDAww+jWhyw0NDTTpA/Snql/8ODBO47ozRQrVoyIiAg8PT3Zs2fPC7etWLEinTt3pkOHDuzdu5f+/fsTGBjImDFjXqvNqtVq+vXrx/Xr16lZsybu7u4MGDAg3f3yq0jUJjJw68BMn1tLTk3m+qPrBJwOeK1jvo/UajX29vbUrl2bDh06MGTIEKZMmUJgYCD79u3j2rVrxMfHExISwsqVKxk+fDju7u6o1Wou37/8SkkfgAIFd2PuvlWs+Trxc3d35/Dhw4Zf/Pnz5xMXF8fcuXMBKFCgAIsXLyYuLo4ff/wRAE9PT1QqFbNmzXrjz3Vzc2Pfvn3MmDGD77//nv79+9OzZ0+uXLmCnZ0dHh4etG3bln379mV+UVq+POuDp6bCnj0QFfXG8eUbmQyZZ6BUvjw5fE8olUqSkpKoUqUKAKtXr0aj0eDr68v27du5fPkyX3zxBa1ataJs2bIMGjSI7777DiEELVu2JDo6mipVqnD06FFatGhB7dq1mTNnDqmZlcFKuWbNmvTvbXzepUsQE/Pu4slNJUqUYNCgQS+cLEN6/5QsOZUxY4wpV24dVapsynPVBaVKlUKtVrN169ZM19epU4e5c+eiVqv5+OOPCQsLS7d+yJAhnDlzhoMHD77W5xobGzNw4ECuX7+Oi4sLbm5ufPXVV691M33+/PkskxkhRIZE9UP2otE8vV6fJ0b7AIoWLUpERAQeHh4cPXqU5OSsSwJNTExwdHRk9erVeHl5ERERQfHixXFycuLixYvs37//tT7b1NSUMWPGcPXqVSwsLHBxccHHx4fo6OhX2n/T1U0oyPr6kKBNYM7xOa8VU16lUCgoVKgQVapUoUWLFvTt25fvvvuOlp4tX+sYbzs6mq8TP3t7eywsLLh69SoA1apVw8PDA19fX2L+vbMqWrQoVlZWTJkyhbVr16JWq+nevTtHjhzh7t03z6oVCgUtW7bk1KlTDB48mM8//5zevXvToUMHbt26Rbt27Rg4cCA1atRg6dKlpKSk/Lfz9etpo31ZMTaG5/4QfZDc3eFFNxwKBbRunZb85QFKpZLk5GQaNmwIYOh1Hjx4MGZmZnz55ZcAzJo1C6VSSdOmTQ0vDnZxcaFhw4aEh4ejVqsZNWoUR44cYe3atTRs2PDlo8zSO/PsIH5mFIqXb5Of/O9//2Pv3r2cOHEit0ORXtGpU6eAitjbt0TxFs+a5BaFQkHFihXZuXNnltv07NmTHj16oNFoaNGiRbobXY1Gw6RJkxg5ciT6N/hlNTMzw8fHh6tXr2JmZoaLiwve3t48efLkpftGRUVlOaqXkpLC48ePXzue/Kp27dpZTrhhYWFB4cKF33FEb6Zo0aLcu3cPKysrKlWqxLFjx7Lc1tjYmOTkZBo1asSGDRvo0aMHtWvXJiAggEmTJjFq1Kg3arPW1tZMmzaNM2fOcO/ePcqWLcuMGTNIeklFVVhs2EufXbsff/+148lPmpRsggmvNg9ISmoK7g7ub/V5ee+K/ZqeLfcEDM9D+fn5AWm/JDqdjs2bNzNgwAAOHz5M7969MTEx4ddff33rz1cqlXTr1o0rV67QunVrWrZsyRdffIGnpycXL17E39+f33//ndKlSzN58uS0l8o6OaVN5pKV5GQoVuytY8vzjI3B35+UrGZSKlAAXjCF8fvmaeJXq1attOH/y5fRarUYGxvj7+/PiRMnCAoKwtjYmDVr1hAUFETXrl1p06aNYRKhevXqGZK8cuXKsX//frp27UqDBg2YPHmyLAPKZQkJCZiYbEehyHrIz9k5bZbPD4W5uTl+fn6MGDEiy5EM6f1y+PBh6td/82dM3gdNmjThwoULL2xzU6dOxcnJCZVKRYcOHdKNtHz66acIIVi1atUbx2BjY8P06dM5c+YM9+/fp1y5ckybNo3EF3T8WltbZ5nMGBkZUUhO/mZQpUoVSpYsma5jXaVSYWxsTMeOHfPMSPXTUk9Ia7cvKvd8+i5gSKt627p1KytXrmTPnj24u7ujUCjeqs06ODiwePFi9u3bx6FDhyhfvjy///57lpVF9hb2mKhenNTYmdm9cTx5WUJCArNnz+bLZl/CK9yaKRVKWpdtTWGzt+uw+OASv0qVKtGyZUvmzZtHWFgYJiYmpKSkUKNGDQIDA+nYsSNmZmYULFiQn3/+OdvK5IyNjRk8eDDXrl2jfPny1K5dm6+//pqaNWuye/dutm3bRvDlywxxcGBrYCD6LG7QhUoFjRpBHumpymkb7O2ZVKAA8UA0oNdowMIibVKXHTugatXcDvGVqVQqUlJSqFq1quEdOk+fQenXrx+WlpYMGDAAIQRFihRh3bp1BAYG0qNHDz7++GP69OnD999/T6NGjTh69CiQlkwOGjSIf/75h/3791OnTh3OnDmTa+f4oYqPj2fGjBk4OzsTG7sEW1sjQJdhO1NTmDTp3ceX23r37k1MTAzr1q3L7VCkV5AfEr+mTZsihHhhNYRKpWLlypXEx8cTHR1N7969DaMlSqWS6dOn4+3t/dJRj5dxcHDgt99+48CBAxw7doxy5crx66+/otNlvEZUfcHfNKVSKd8j/AylUomTkxMbN27k1q1bFC1alDp16jBo0KCXvtrgffK01BN46XN+xsbG6RLdWrVqsWvXLvR6PcOGDWPatGl4e3u/sFz0VVSuXJkNGzawfPlyFi1aRPXq1dmyZUuGjpR25dshyLpzxdTIlKF1hr5VLHlNXFwc06dPx9nZmUOHDrF1y1a29NmCiTLrBFmpUGKlsWLmx5m/Y/S1iHzuwoULwtnZOd2ya9euiQIFCogePXqIlJQUoVKpDOsCAgKEo6OjGDlypLCzsxNbtmzJkbgePHggvv76a2FtbS3GjRsnYs6fF8LBQaSamwutUikSQaT++0/8+y8RRGLBgkKEhuZITHnNxYsXReHChUWrVq2EKYguIMTPPwuxa5cQqam5Hd5rs7W1FeXLlxd6vV5oNBqhVCrFmDFjDOt//fVXYWZmJjZu3GhYFhgYKJycnMTIkSOFq6uriI6OFtu2bRO2trZi06ZN6Y6v1+vF4sWLReHChcXYsWNFUlLSOzu3D1VsbKyYOnWqsLOzE506dRJnz54VqampolmzvsLMLFhAnIA4YWEhhKlpWvP9UO3atUs4OzvLdvmeS01NFTY2NiIsLCy3Q3krDx8+FGq1WixYsOCl216+fFnY2tqKqlWripEjR6Zb165dOzFt2rRsje3YsWOicePGonz58mL16tVCr9enW3/z5k3h7+8v/Pz8hK+vr/D29haTJk0SofLeIIOqVasKQNSvXz+3Q3ljCQkJwtjYWOj1epGQkCDMzc1FTExMptsuWLBA9OvXL8PyVatWCZVKJRYtWiTatm0rZsyYkW3x6fV6sWnTJlG5cmVRv359ERQUJIQQ4sy9M8J7t7fosLKD0PhpBL6k/zcW4TLPRSSkJGRbLO+zmJgYMXnyZFGkSBHRuXNncfbsWcO6a9euCbNqZoIxCL7972ek8FUI80nmwnmOs7gedT1b4sj3iV9qaqooVKiQCA8PT7e8W7duwtTUVFy4cEEoFAqh0+kM6/z8/ET18uVFPxMTsb50aSF8fIQ4cSJH4gsJCRE9e/YUf6vVQqdQGJI8ASJVoRAPFQpxH8QtEMtKlxYudnbi0aNHORJLXvLo0SNRpkwZMW/ePGFkZCQA4ejomNthvZWiRYuK0qVLCyGEqF69ujAxMREuLi6G9VqtVhQrVkw4OjoKrVZrWD5ixAjh6ekpBgwYIBo1aiQSExPF8ePHRdGiRcWiRYsyfE5YWJj45JNPRKVKlcSxY8dy/sQ+QM9e4L28vMT58+cN6yZMmCDq1q0rKlasKFSqOqJSpRlizRoh4uJyMeD3RKtWrbL1hkTKfpcuXRJOTk65HUa2KFy4sGjXrt0rbbt161ZRtGhRUaZMGTFr1izD8qdJ4cOHD7M1Nr1eL/766y/h6uoqPvroI7Fx40bx008/ienTp4uzZ8+KxMREsW3bNtG0aVNRq1YtsWvXrmz9/Pzg1KlTQqlUCkDMnTs3t8N5KwULFhRRUVFCCCEaN24stm7dmul2ixcvFr169cp0XeXKlYWtra0YN26cKFy4cLbfS+p0OhEQECBKliwp6netLzR+GqHwVQj1BLUw8zcTjjMdBT6kJTfeCOP/MxaNWzTO1hjeR0+ePBF+fn7C1tZWfPbZZ+LChQvp1sfExIhKlSoJCwsLgQqBC6LoN0WFR4CH6L62u9gfsj9D58/byPelnkqlEnd3d4KCgtItf/qM3/DhwzMMjfu4uHD0xg1mJifTPiQEMXlyWnllrVoQGZmt8ZUqVYrfJ0+mhlKJ6rkhcqUQWCoUtHVywkmppMft21g4OTF06Ic1LP681NRUunbtSuvWrbl+/bqh9MbT0zOXI3s7arXaUNrj5uaGVqvlypUrhuc91Go1U6ZM4fHjx/z++++G/aZMmYJSqUSj0WBnZ4eXVy+SkmowY8YJJk6cj5+fX7ryi+LFi7N+/XrGjx9P+/btGTFiBAkJCe/2ZPOpmJgY/P39cXZ25vz58+zbt4+VK1fi4uICwJYtW/jll18YPHgwSqWS1NTjfPWVMR07gplZLgefC+7fX8bJk26cPt2QR492Mm3aNCZPnkyUnLX4vXXo0KE8X+b5VK1atQxl8S/TqlUrhg0bRoECBZg+fTqBgYGEhITg4OBA586dmThxYrbGplAoaN68Of/88w8jR47k4MGDPHz4kLi4ODZv3oxWq6VkyZLs3buXkydPsmnTpmz9/Pxg+PDhKBQKjI2N8/z9was+5/fsM37PGzp0qGFCQWdnZyZPnpytMapUKnr37s3Vq1cJrRBKUmoSAoFOryNRl8hHVh9Rfnd5+A2sFlkxvsZ4Duw8wNq1a7M1jvfF48eP8fX1xdnZmWvXrnHo0CGWL1+e7l2Ker2eXr16YWJiQmxsbNrrUS/AzNoz2d97P0v/bykepTyy9XnUfJ/4Qcbn/ABKly5N165dOXbsGGq1+r9flIMHUXTtikan4+nLAhR6fdoLts6ehYYNM38B19uIiUGZxSsHdEJQs3x5zMzMsLS0xMzMjOXLl/N///d/H+x72saOHUtycjI+Pj788ssvmP17x9y5c+dcjuztqNVqw+Qr1atXx9zcHLVane7GpGvXrlhZWTFmzBhDsqZWq1m5ciUbN24jJsabrVsDaNo0hYEDSxARcZKZM2vTp8+odM+rKhQKvLy8OH/+PBEREVStWvW1p3mW/vPkyRMmTJiAs7MzV65c4dChQyxbtizd8zbXrl2jT58+rF69moCAAD766CMUCgV16tTJxchzT0TEUq5e7U9s7HGiow9x4UJ7ihePpHPnzkzIQ5MyfWjyw/N9T3l6ehITE0N4ePgrbT9q1ChcXV359NNPuXLlCsuWLWPWrFk0atSIwMBAbty4ke0xKpVKvLy8sLGxMSxTKBQkJiaSnJyMUqmkQIECrF27Vk6O9IwLFy5w9OhR9Ho9arWaChUq5HZIb+VVn/N7Om/F8w7dPkSgKpBdLrso712eO7F3+Omnn7h9+3a2x6rRaDC1Nk23TC/03Im8Q+1ytSESdIk6bt68Sfv27enZs+crvx4iL4iKimLcuHGUKVOG0NBQjh07xh9//JFpG5w0aRJ3797l/PnzhuROrVbn6DX2g038AMaPH09qaipJSUn/JX6jRmX9KgWtFu7ehezuWStTBkwyf6jzsRBsPnuWlJQUChcuTK1atQwzKtWuXZuOHTsSFBT0wVzw//zzT1asWMGqVav48ccfEUIQ9+9L0Ro3bpzL0b0dIyMjw4hf1apVMTY2RqvVsn37dsM2T0f99Hq94X2UAFZW1pQo8Tfbt5chNdUUrdaU6GgFyckK4uObs3LlSNq165lhtjhbW1vDzUv37t356quvDK86kV7uaY9emTJluHnzJkFBQSxdupTy5cun2y42NpYOHTowceJETE1NuXTpEpH/Vg/k9RuSN3X37hz0+v9GmvX6RMLC5uHr68uyZcu4du1aLkYnZSU/JX5ubm5oNJoMFUFZUSgUuLu7Y2ZmhpGREampqaSmphIcHMyQIUP49ttvcyzWRo0aoVarMTY2xsHBgcKFC5OcnIxKpcLGxobU1FROnz6dY5+f1/j4+KDX61GpVNStW9cwYVpe9fSVDpA2Un3r1i3D35BnPX2dw7MO3j5Ii8AWHLp7CGEp2Bm+k/ju8WisNbRr1y5H7h8/c/kMU6P/kj9TI1MK3y9M9erVUSqV6HQ6Nm3axJIlS1CpVHTq1CnbY3jXIiMj+fbbbylXrhwRERH8/fffLF68mDJlymS6/datW1mwYAFKpRITExPD/wdLS0scHBxyLM68/Zvwij766COuXLmSNoz6DAcHBz7//HOEEGmzyd2/nzaq9yJxcbBgQfYGqFbD3LlpU/r9S5A2Q6V/sWK0adcOrVZLcHAwP//8MxUrVqR58+b07NmTxo0b06tXL9zc3Fi1alWms4DlF2fPnmXQoEGsX78eExMTZs+eTbFixRBCYGtri0kWyXNe8fRGAsDFxYWYmBjMzc0zvGS4S5cuFCpU6L/XfwDbtsGpU5aA6fOHRatVIIQdISGf0qxZM8M+z2rbti0XLlxAp9Ph4uKSLtmUMnr06BHjxo2jbNmyhh69JUuWUK5cuQzbPi3lcHd3p3///syaNYvBgwdz8uRJTE1NsbCwyIUzyH0KhSqTZUYUKVKEUaNG8b///S8XopJeJCwsjJiYmHzTWeHq6kp8fDz79u17pe0jIyN5+PBhhiTi6Wt3jh49+sqlo6+rbt26DBgwgJ49e9KtWzcUCoUh8TM1NcXR0ZENGzbkyGfnNZcvX2b37t0UKFAAU1NTmjZtmtshvbVnSz3VajUNGjTItEonsxE/nz0+JOj+62QTCJJSk+g7ry+XLl0y3Adnp7ENx9Knch8UCQrsLeyZ22Iu0SeiqVatGmq1mlKlSmFpacnZs2cJDAxk//79b/Waidx0//59Ro0aRfny5Xny5AmnTp1i0aJFODk5ZbnP1atX+fzzzxk5ciQnTpwgJSUFtVoNpJXy5qQPIvEzMTHB1dWV48ePZ1jn7e2NEAJ/f39SIiLS3g33Mg8eZH+QXbvCli2cLlSIe0olie7u7B41iocNGtCsWTNUKhUajQadTkenTp04f/48ixYtonLlyly9epVvv/2WefPm4ezszIwZM/LVsDmkDZ136NCBuXPn4urqyrx58zAxMTH8XF40xXVe8fSdkvDfy2WFEAQHB6cbhVOpVEyaNMnwEmGA6dMhPj7rYycnKwgLa0OdOnVp0KABd+7cybCNlZUVixYtYvHixQwcOJBevXplmiR+yB4+fIi3tzdly5YlIiKCEydOvLBHD9KewQwPD+fHH38kPDycjRs30rdvXx48eJBpovihcHT0Qan8732lSqUpJUp8A8DXX3/N2bNnZfnxeyYoKMjwLrD8oECBAjg5Ob1wevxnRUdHZzlylJyczIQJExg5cmSOVeDY2Nhgb29viCEpKQkjIyOMjIwQQsjE719PS8V1Oh2mpqb5YoT62VJPyLrcM7MRvxuPM5YgJ+mSiNBHMHnyZNauXcs333yTre1WqVDSXNmc5mebc3f4Xfq49uHcuXNUq1YNY2Nj7OzscHJyYsOGDbRr146mTZvSt2/fTEcx31f37t1j2LBhVKxYkaSkJM6ePcvPP/+Mo6PjC/eLiYmhffv2+Pn5GeYE0Ol06PV6LC0t8fDwyNG4P4jED7Iu9yxWrBiFChUiNTWV3//6CzKpjX6WHhDOzjkSo97Dg8Z6PU3KlePGzz+zKzGRatWqUbRoUXQ6HdWrV6dJkyYMHDiQefPm4eLiQrNmzejevTsFCxZk//79rFmzhpMnT1K6dGmGDx/OrVu3ciTWd0mn0+Hl5UWnTp347LPPiIuLY9q0aajVam7fvo1Op6NFixa5HeZbMzY2NkxUA1CjRg0SExMxNTXl4MGD6bbt1KkT1tbW/PLLL4SGhvIqVXFJSQrGjZtGnz59cHd358KFC5lu17RpU86fP4+VlRUuLi759sHr1xEZGcmYMWMoX748jx494uTJky/t0QPYvn078+bNY+3atZiYmPDTTz/RrVs3goODEULg5ub2js7g/WNr2w4Xl/VERDhz5IgR1avvw9KyFpD2jMjkyZMZMWJEut8JKXcdPnyYBg0a5HYY2aphw4bcunXrlUrcixQpkuW7fZOSkvDy8iIuLo7169dnd5iZSk5ONpSI3bx5k/v37+fIc4Z5ybVr19iyZQu2trYUKFCA6OhoPvroo9wO6609W+oJWU/wktmIX90SdVEq0t/uK3VKGjk24ptvvqFYsWLs2LGDgQMHZuv19sSJE9SuXRuAW7duYWFhYajOsrS0RKlUsmHDBoQQBAYGIoSgS5cu7/2jS3fv3mXo0KGGSVouXLjAjz/++ErlmXq9np49e+Lh4cGNGzeIjo4mPDwcpVKJEAJjY2Pq1auXo/F/8IkfpCV/cXFxeE+bhrZRI3hBb2YC8NWlSxluxLPDtWvXsLGxwdLSkvj4eM6ePUv16tUND3VXrVoVOzs7Nm3aROPGjTly5Aju7u4kJCQwdOhQypUrx549e5gxYwZnz55FrVZTs2ZNunTpwrFjx7I93ndl9OjRqFQqwwxUCxYsoGDBgnh6eqLX69HpdLRv3z6Xo3x7JiYm6W4qqlWrhp2dHfHx8ezcuTPdtkqlEn9/f8zNzRk3bhzm5s8fLaPUVD0FCsCIESOYMmUKnp6eWbZjc3Nz5syZw+rVq/Hx8aFz587cv3//rc4vL3q2hCMmJobTp0+zYMECSpUq9dJ9g4OD6dWrF3/++Sf29vbEx8ezcOFCvvnmG9asWYNGo0k3u9eHyNr6Y+7fH8L48XqMjKqkW+fl5YWxsTGBgYG5FJ30vPw0o+dTdevWxcrK6pX+RlpaWlKxYkVDSdZTOp2OsLAwPv/8c3744QdGjx6d6QQb2e1p4peUlIRaraZJkyYf/Kifv78/lpaWxMbGkpKSQrVq1dBoNLkd1lt7fsTPxcWF6OhoQkND022X2YjflKZTsDC2wESV9jiMQqdAH6Un/K9w1Gq1oSP9/PnzfPHFF1l2bryu48ePGxK/s2fPUq1aNSBtpF2j0RASEoJWq+XSpUvY2Ngwf/58jh49mm7W8vdJaGgoAwcOpGrVqpiYmHDp0iVmzZpF8eLFX/kYEydONDwLOGvWLFq0aEFycjLW1tYoFAqSkpJyvILtg0n86tWrx/Hjxw2zJj7L1NSUjh07YmVlxfzSpcnqLjoBCAKWhobSo0cPmjVrlq31/E9/SczMzIiNjeXMmTNUq1YNCwsLFAoFZcuWJS4ujsuXL3Pv3j0UCgUBAQEEBQWxbt06li9fzo0bN6hUqRJDhgyhYcOGBAcHU79+fbp27Uq9evVYs2ZNnnoOMDAwkI0bN7JixQpUKhUJCQlMmzaNqKgo7ty5Q8GCBVGr1S8stcsrTExM0vW2Va1aFY1Gg6WlZabP3LVv357ChQuzceNGPv44ghf/bdOj1+9j//6/gLTZQZctW0anTp3Snm/Ngru7O2fOnKFMmTJUrVqVpUuXvve9cdkhIiKC4cOHG0o4zp07x/z58ylZsuQr7R8XF0f79u35/vvvcXd3B2DJkiU0aNCAMmXKsH//fjQaDRUrVszJ08gTLCwssLS05MqVK+mWKxQKZsyYgY+Pj3zdyHsgOjqa69evU6NGjdwOJVvVrl0brVabZcfw8z755BNq165teCY7Li6O5ORkzpw5w507d/jrr79wdnZmQXbPBZCJ5ORkChQoQHx8PK6urpQtW/aDTvxu3LhhGEHSaDSUKVMm34xQP/uMH6R1/jZp0oS9e/em2y6z1zmUtSnL5UGXGe0+GocYB4z3GtP8dnPmzJjD999/T9u2bbG2tqZ79+7cvn2bnj17vvV9ol6v5++//zYkfk/vZyHtnlsIwd27d2nVqhUbN24EoGfPntSsWZPBgwdz9+7dt/r87BQSEkL//v2pXr264dccWT4AACAASURBVG/VtGnTKFq06GsdZ/PmzSxcuJA1a9bg5eWFnZ2d4brz6NEjLC0tqVOnToaOpez2wSR+hQoVolSpUpzNZPIWExMTOnXqRFRUFN+tWMGDdeugcmUwNSXJyIgYIBFYZ2qKFzBGpyPozh02HzqEaNyYUW5u/PPPP28d49NhcXNzc+7evYsQguLFi2P+byJasmRJzp07R4sWLdi8eTMATk5OeHt7M2DAAGrVqsWiRYsIDQ2lbdu2+Pv74+LiwoMHD/jrr78YMWIEs2bNomzZssyePTvDZDfvm5MnTzJs2DA2bNiAtbU1AAsXLsTW1paOHTty/PhxrKyscHJyyhfPnDyf+FWpUoXY2FgsLS25e/duhtp3pVLJxIkTMTMz4/LlYS9J/JIoXTqAli1b0rt3byIiImjatCk7duxgyJAhzJ8/P8s9n5bdbdu2jenTp9OmTZtMnxHMD8LDw/nmm2+oVKkSer3eUMJRokSJVz6GEILPP/+cOnXqMGDAACDt3ZOzZs1ixIgRQNqD3TqdLt9MkvE2TE1NMTc359KlSxnW1atXj3r16jFjxoxciEx61rFjx/joo48w/n/2zjsqqrPr4r8ptAEEpAgioFgAKQqKihojxoJRIvZGjIo9sUeNGo1GY+9dUaMGNbFhbykaFAuWqIgIgh0bRTqMMPN8f/DNvCBFTTRF3WuxWHPvnXsfLrc855x99n6ZPvj/EFxcXMjJyXlpgReZTEaLFi0YP348CxYsQKVSIYSgadOmQAG9293dne+++47U1NQ3OPKCwM/Q0JCcnBy8vLxQq9VERkby5E3oEPwHMHPmTOzt7bG3t8fIyAghhDbx9l/H8xU/KLnP73lfag1sjG2Y6juVwRaDcX/mTgXzChgbGxMaGsqw4cMYOXUk3879lm3btpGSkkK3bt3+UtU6Li4OU1NTrKysgKIVPyMjI9LS0nB1dcXFxUWbrJBIJGzZsgW1Wk3Xrl3/8SRzXFwcffv2pW7dulhZWREbG8usWbO0f9Or4Pr16wQFBbFjxw7OnTvHuXPn+PTTT8nOztYyiKpUqfK3XK/vTOAHpdM99fT00NfXZ/jw4dja2vL1tm1w9SqEh7O/dWsGyeVUMzBgkokJpw0MGJ2XRyUh0FcqaahUMuPiRYJbtqRdu3YlBpYvi7Nnz1K/fn0MDQ25fv06tWrVQiKRYGhoiFqtpnz58ty8eZPWrVsXyeoNGzaM9PR0vv/+e6Aggx4UFMTp06c5cuQImZmZ+Pj4sGrVKoYNG8bGjRs5ffo0lStXZsyYMcWoAv8GPH78mPbt27N69Wqt+XVubi5z5swhKSkJLy8vJBIJaWlpb82DXV9fv8iDrlq1aqSnp5OamoqJiUmJExN/f3+sra25cuVX5s49j7n58wXrLHR08rCwGEtOzm/Url2b0NBQXFxcGDduHA4ODpw4cYJFixbx9ddfl/mgrVOnDufOnaNBgwZ4eXmxevXqt6b/KiEhgWHDhuHm5oZUKiUqKopFixa9EoVDgzlz5nD37l2WL1+uTUjs27cPc3NzGjVqxP3797W2GjY2Nq/17/gvQqFQYGBgUGLgBwXiOIsWLSrS3/Iefz/eJhuHwpDJZNSpU4cLFy680kRXIpGgo6NDt27d2LRpE3PmzMHBwQF7e3u2bt2Kq6vrazfIfh65ubkYGRmRm5uLp6cnkZGRtGzZUpsYfpdw+/Ztdu7cyf3797l+/ToJCQncvHnzjfdL/V0wNzcnPT29yDWq6fMr/N4uy8AdChIdhoaGHDlyBGNjY3qO68law7V0+b0LjwMf88HyD9i8bTN5eXl07NiR3NzcPzXewv19gLZ1CQoo06mpqXh6eiKEID4+noSEBAAcHByYPn06kZGRZSak3yRiYmK0avn29vbExcUxffp0LCws/tT+0tLSCAgIYMaMGdSpU4fPPvuMVq1asXHjRm3iSCaToVar3wd+rxulBX4aTvSIESN48uQJ27dvJzo6GmrXJs7Hh2MWFjRs04ZmDx9in5NTTDBfJy+PVULQ/MMP8fPzo3PnzkRFRb3S2HJzc4mOjsbT0xNDQ0Nu3LihvUlkMhlSqZSUlBScnZ2pVKkSJ0+e1Dajy+Vy1q5dy1dffVUsI+Tm5saiRYu4f/8+QUFBBAcH07FjRypWrMjWrVtRq9V4enrSvXt3zp0790pjflPIy8ujc+fOfPbZZ3To0EG7fN26dVSsWBEnJyeOHz+Orq4uT58+fSv6+6CA9174AS6Xy3FxcSE/P5+MjIwSG7klEgnTpk1DT0+P4ODPuXdPsHIlfPhhCjo6R7G2Xk3Fig24eHHc//sCOiCTtaNcOW+tquTGjRs5ePAgR48epV+/fmVSPHR1dZk0aRLHjh1j/fr1fPTRR/9pMYF79+7x+eef4+7ujq6uLtHR0SxYsOBPB2RHjhxh8eLF7Ny5s0hfyfz58xk1ahQSiYSDBw8ilUqpWbPmW1Gp/qswNDREV1e31MCvSpUqBAUFMWnSpL95ZO9RGG+jsIsGDRs2xMTE5JV98BQKBRUrVsTV1ZV9+/axceNGbGxsCAoKwtvbmz179rwRg2wNlEol5cqV49mzZ3h5eXHx4kUCAgL+NnGZfxNmzpyJm5sb9evXx87ODg8PD2xsbLC0tPynh/ZaIJVKsbKyKtJr7+joiK6ubhGafGkVPw1cXFy4d+8eTk5OeDbwZEL0BJQGSlRSFWqpmui8aAbtH8SOHTswMDCgXbt2f4pqXzjwS09P58mTJ9qWHBMTEzIyMvD09OTKlSt8/PHH7C3kjz18+HAqV67MuHHjiIuLe+Vj/1lcu3aNnj170rhxY6pXr058fDxTpkzBzMzsT+9TrVbz6aef0qxZM/r168eoUaPIycnB39+fjIwMLC0tuX//PjKZjLi4uL9F8O2dDPyer2poVJBMTEwYNWoUlStX1hqxKhQKypUrh5+fH30Bw1L2nZudzeDatYmLi6NevXo0a9aMHj16EBMT81Jj++OPP3B2dsbAwAAjIyNu376tLYtDgcfbo0eP8PT0JDY2lkaNGnH48GHt+lq1atGvXz+GDRtW4v719fXp1q0bv/zyC2fPnkWhUNC7d29Onz7Nt99+S61atejcuTMffPABoaGhr625989g5MiRmJiYMHXqVO0ypVLJ7NmzUalUDB48mMOHD+PtXaAA+LZkoRUKRbEKmoeHB5UrV0ZfX7/I/7swWrduja2tLY8ePeLgwV0EBsKyZQ8wM/uUNm2ucffuH2RnZxMUdI6rV7eQmbmSu3d3c/hwTU6cOMGdO3fw8fGhdevW3Lt3j4CAALLK8oagIKFw6tQp2rZtS/369Vm4cOE/es28Ku7cucOgQYOoXbs2RkZGXL9+nXnz5lGhQoU/vc/4+Hh69erFjz/+WIQaGhERwb179+jYsSMA+/fvx9zc/D3N8/+hUCiQyWSlBn5QYLuzb9++v8SoeI8/j2fPnnH+/Hl8fHz+6aG8EdSrVw99ff2X7vPTQKFQkJ2dTf/+/VmzZg1ZWVlUq1YNqVSKQqGgTZs2fP75529o1P8L/IQQ2NjYkJGRQf369QkLC/vXt3K8Tty9e5dt27YRGxtLfn4+JiYm2NnZvTVsIA2ep3tKJJJidM8XVfyqVq3KgwcP+OyzzzifcZ581XOJXjnsjNmJRFZAu7S0tKRNmzZkZma+0lgLC7tcuXIFV1dXZLIC71ZTU1MyMzPx9PTkjz/+ICAgoAiLTSaTsXnzZgC6dev2xucWkZGRdO3alaZNm+Lm5kZ8fDxff/01JiYmf3nf3377LU+fPmXRokXcunWLlStXMnXqVObMmYNSqdSeozp16lCtWjXKlSv3l4/5IrxTgZ+9vT06OjrFKhSFVZCGDh3Kw4cPOXv2LCdPnkShUGBoaMitW7cwLcMg/NmzZwzs1YuLFy8yevRo4uLicHNzo3HjxvTu3fuFVZHC2RFDQ0Pu3btXJPDT09PjyZMnRbJ6zzdxT5o0iUuXLmkbZUuDo6Mj3333HXfv3mX8+PEcPXqU2bNn07x5c1q3bs3MmTOpUaMGS5cufeWb/a9i3bp1/PLLL4SEhBTxS9q4cSN2dnYkJiZiZmam9e8zMTH5S9mYfxMUiuLm6+7u7hgYGFCxYkVSUlJKpOVKJBJtkDx+/Hjy8vK0+3r8+DFVqlTh88+nMGOGJWBAXp4hoODRoy9o334YwcHBnDhxgtjYWK5cucLjx4/x9fUlKSmpzPHKZDJGjx7N6dOn2b17N40bNy6olP+LoWnS9vLyonz58sTExDB79uw/xdkvjKysLNq3b8+kSZNo0qRJkXULFixg+PDh2obt8+fPY2lp+T7w+39oEh53794tdcJiamrK5MmTGT169D/e9/Eu4uLFi3/bpOSfQL169Xj69OmfDvzat2/PpUuXuHnzZpH3lkKh4NChQxw4cOB1DxkoCPyMjIyQyWRa6lx8fDw+Pj4cOXLkjRzz34jZs2fTqFEjXFxciIiIIDY2ltzc3Lc+8IOCPr/CAi8vqvjJ5XIcHR1xc3PjdsJtbTBWGGqhJuxEGHK5nI0bN+Lo6EirVq1e2h9aqVRy9epVrRBUYWEXKKCtZmdn4+HhwfXr1/H19eX06dNF9u/u7s7w4cO5e/cuc+fOfanjviouXbpEx44dadGiBXXr1uXmzZuMHz/+tT3n9uzZw7p169i+fTu6urp06NCBihUrYm9vT3p6Ojo6Oly5cgWZTEblypX/tuv1nQr8JBJJiXTPwhkSIyMjxowZg62tLWPGjNHKzsbGxqLTqRM5pexbF4iQSvH19cXMzIzAwEB0dHTYsmULdnZ21K9fn/79+5dK+9D090HBjZuamlpkYmhgYEBiYqI2Q/LJJ59w6NChIje4gYEBwcHBfPHFFy91g8rlcvz9/dmzZw9RUVFUrVqVdevWoVQq+eSTT/j555+15fa/Q2HpzJkzjB8/nt27dxfJtOTl5TFz5kzKly/PkCFD+Omnn1Aqldy8efOtMG7XoKTAz8PDg5ycHFQqFebm5sUUvDRo2bIllSpVQldXl/Xr16NQKFCpVERHRzNhwgSOH7+Bjk7RCbO+vpT798HZ2Rk7Ozu2bt3K0aNHqVSpEtHR0bi6uhL7EgaB1atX59ixY/Tq1YsmTZrw3Xfflaie+08iPj6eoKCgIk3aM2bM+NOc/cIQQhAUFISXl1ex7P6dO3f4+eefCQoKAgoCxCdPnrxX9CwEhUJBTk4OVapUKfN6GzBgAPfv3+fgwYN/4+jeA97e/j4N7Ozs0NHRISws7JUSC5rAT19fn169erFjxw5q1KihZW6cOHGCunXr0qVLF1JSUl77uJVKpVb1++nTp6VWUN5mJCQksHXrVh48eICbm5v2GX/58uW37pp93ssPwNfXl+PHj2urYi+q+EEB3fPWrVt0rd0Vnu82UEO5p+Xw/9if2NhYZDIZwcHB1KpVixYtWvD06dMXjvPKlStUr14dQ8MCjlxhYRcACwsLrUdx5cqVuXPnDk2aNCmmXl5gVWXEzJkzuXLlSrHjnEs4x1e/fEXv3b0ZcXgEB2IPoFK/uDp44cIF2rVrx8cff0zjxo25efMmY8aM0Qopvg5cv36d/v37s2PHDqytrdm6dSuRkZFs27aNqVOnkpGRQbt27UhMTESlUpGamvo+8HtTKCnwez5DMnjwYB48eEBycjJXrlxBV1eXmJgYaixcSBbw/GWVI5WyRCrlTmoqM2fORC6XY21tzb179xg7diwLFy7EycmJ6Oho3N3d6devn7aRVYPn+dCmpqZF1NMUCgXJycl4eHhw7do1LCwscHZ25vjx40X28+GHH/Lxxx/z1VdfvdJ5qVixIuPHj+fGjRssXLiQx48fExYWRqNGjYiLi8Pd3Z3AwEAuXrz4Svt9WTx8+JBOnTqxbt26YpWQkJAQ7O3tOXnyJH379iU0NJRGjRoRHx//Vhi3a6B5SBaeeHh4eHD//n3u379PZmZmqYGfRCLh22+/JSMjgylTpiCEQKlUkpCQQI8ePdDRuYdSWTQLmJubx8KFQ0hLS8PR0ZHbt2/j4eFBaGgov/32G+bm5tSsWZMpU6a8UNpZKpUyePBgLly4wIkTJ6hXr94r98u8Cdy4cYPevXtTv359KlWqpG3S1nhjvg7Mnz+fuLg4Vq5cWaxnb/HixfTp00ebQTx79iyAtl/3PQqebVlZWdSsWbNMuqeOjg7z5s3jyy+//NclFt52vO2Bn0QiwcfHB5lM9lLJLg00gR9A//792bBhA5988gnnz5+nfv36LFu2jFu3biGTyWjSpMmfFsooDbm5uRgbGwPw9OlTLSPok08+4eDBg+/EfTJnzhz8/PxIS0vjypUrmJub8+GHH5KTk0P16tX/6eG9Vjxv6aBZZmNjo33fyuVy1Gp1mfRIFxcXrl27xvCg4RgfN0aSL0HyTIJcJaeCfgVke2XIZDIaNmzIxYsXkUqlLF++nMaNG9OsWbNiCuPPoyxhFwArKyttcOrl5VVqskJfX5/vv/8eqVRKz549tfP047eP47zMmaYbmzInfA4bL29k8dnFdN/ZHZv5NgRfDC5xXGfPnqVt27a0a9eO5s2bEx8fz8iRI0tMuv8VpKWl0a5dO2bNmkX9+vXJzs5m4MCBfPzxxzx8+JDU1FSkUinlypVDrVbj7u5ORETE3yZE9D7wo3iGRKFQMH78eMzMzAgJCUEikXDjxg3U5uZM8fPjBKAEMoF0iYRH/foR4uKCUqlk5syZbNmyhbCwMJRKJWfOnCEhIYHJkydr+cObNm3CwcGB2rVrExwcTFRUFImJiTg5OQGQlJSEqalpkTEaGRnx9OlTjIyMsLe3Jzo6utSs3uzZs9m3bx8nTpwo+SSkpcH9+1DCS0HjDaPxBPzoo4+IjY3FzMyMlJQU/P39adq0KXv37n1tio5KpZKOHTsycOBA/P39i6zLz8/nu+++w8XFhXbt2hEbG4tEItGKDDRv3vy1jOHfAAMDA4Ai16KVlRW6uroYGRmRl5fH0aNHS81IN2vWjMqVK2Nvb09wcLC2inLjxg26dPFDoeiJkZEAslAo1FhbD2PEiECCg4ORSCS4u7trA0tvb2+uXbvGN998w4wZM6hcuTJbtmx5Idfe3t6eQ4cOMWLECFq1asXEiRNf+2TnZRATE0OvXr1o2LAhjo6OxMXFMXXq1NdOC/7ll1+YP38+oaGh2v+fBmlpaWzYsKFI3+2+fftQKBQ8fPiQqlWrvtax/FehmTy/KPADaNOmDRUrViQ4uOQX+3u8fggh3vrADwronpaWlqW/N0tA4cDP2dmZ6tWrs3//flJSUjAxMcHNzY3Q0FAkEgm3bt2iZ8+er1UJWdPjp1ari1T8bG1tqV69erHE8NuGhw8f8sMPP6BUKunRowfXrl0jJiYGKysrGjZs+NaJZ5VE9YSitg4SieSlBF6io6OpVasW1XOq0yuxFwaHDHC74saDrx6wb3OBKqyuri6tWrXi2LFjWl/V1q1b4+vrW+I4NCgc+KlUKqKiooqwszT2XDk5Odpr1t/fnyNHjhSrVn744Yd06tSJjIwMpk6dyq7oXXy8+WNikmPIzstG8L/5UMazDBKzExlxeATjfxmvXX7q1Cmt8GKbNm2Ii4tj6NChxd7ZrwNqtZrAwECaN29O3759gYIWsry8PDZs2MCUKVNIS0ujcePG7N69G4lEQosWLZDL5Tg4OLz28ZSEdy7wc3Nz49GjR0UyFhpxl8Lo378/Dx8+pFy5cty9exdTU1MSEhIYu3o1voCHuTm1JRK+GTKEaXl5HP/9d2xsbMjOzqZv374cPHiQpKQkmjRpQkZGBq1atWL69OmcOnWKjIwMdu/ejZGREZ9//jmenp4olUqCgoJYu3YtcXFx2uqPBsbGxlpPoMJ0jj179hR7kZiamrJ06VL69+9fdNIdHQ3Nm4OVFTg5gbk5fPUVlPKAMDc3Z9iwYVy5coWtW7dia2tLdnY2mZmZjB49GicnJ1asWPFCIZCyIITgiy++wMbGhokTJxZbrznuoUOHGDp0KNu3b9f+TSqV6q2ieur9fw+pRupfAw8PDxwdHalevTr5+fmlZqQ1Vb9Hjx6xePFipFKpttI8d+5c0tJ2sW7dXiwtm5KSIiU6egHVqlWje/fuLF26FIVCQYcOHViwYIE2uJw0aZLWEmTKlCnUqlWLXbt2lUmHkkgkfPbZZ1y+fFmrVHv69Om/dG7u34fvv4fVq+HcOSjt8NHR0VpVrho1ahAXF8fkyZOLJVJeB27dukVgYCBbt27Fzs6u2Pq1a9fSqlWrIqbvv/32G1WrVqVy5cro6Oi89jH9F/EqgZ9m8vHtt9++dL/Je/w1xMTEUK5cOWxtbf/pobxRvKqROxQN/KCAjrxmzRqys7O1VYRGjRoREhJCXl4eFy5cYNSoUa+tT1VD9VSpVCQnJ+Pk5ERCQgLp6em0b9/+rad7zps3jw4dOnDs2DGkUimtWrXi4cOHJCYmvpWJipKonlC8z6+kOW1haAI/KJjrJt5LRHlFSV5cHlKJlEaNGhEeHk5SUhJ16tSha9eu2gTGd999R9euXfnwww+LMdc0KCzscuPGDaytrbWVaSiYz8rl8iLJigoVKlCzZs0SkxVz584lNzeX5T8up+eOnuTkl9Z0VYDsvGyWRCxh2o5pNG/enB49etChQwfi4uIYPHhwEcXt1w1NYLdw4UKgQCl006ZN2vl/UlISOjo6tGnTRjt3NzMzo1GjRn9fokK8g/Dz8xOhoaHaz+PGjRMzZswott3q1auFu7u7kMvl4oMPPhA///yzEEIIa2trIZPJBCBCQkKEqampSE5OFnfv3hVWVlZCV1dXuLi4iIyMDDFjxgxhY2Mjjh8/XuJY7t+/L+rWrSv09PSEn5+f6NSpk5DL5UIul4uAgAAxf/58cfbsWdGqVStRvXp1IYQQc+bMEcOHDxdCCOHs7CzOnj1b4r47duwoJk6cWPDh+nUhypUTQiIRomDeXPBjYCBEixZCqNUvde7S09PF2rVrhZ+Xl/A1MxP1HR2FmZmZmDBhgkhISHipfRTGihUrhKurq0hPTy+2Lj8/Xzg5OYkpU6aIhg0bCpVKJSwtLYWLi4v46KOPhKOj4ysf79+MNWvWCEDcuXOnyPKRI0eK1q1biw8++EA4OTmJ5cuXl7mfZs2aCV9fX6GrqytGjx4tvvnmGyGEELVr1xa1a9cuct6ys7OFj4+P0NHRESEhIcLS0lI4OjqK7t27i6ysLO12ly9fFra2tmLAgAHC09NTeHp6iv379wv1C64btVottm3bJqytrcWIESNEZmbmK52TtDQhPvlECD09IQwNhVAoCn47OwsRGfm/7a5evSq6du0qLC0txYwZM0RaWtorHedVkZWVJWrVqiUWLVpU4vpnz54JOzs7ce7cOe0ylUol9PT0ROfOnUVAQMAbHd9/CWq1WshkMnH+/HlRs2bNl/pOnz59xNixY9/wyN5DiILn0qeffvpPD+ONIzk5WRgYGIiqVau+9Hd69+4t1q1bp/2cnZ0tzM3NhYODg4iJiSmy7TfffCOkUqmoVq2amDdv3msZc48ePcQPP/wg5HK5mDNnjhBCiPr164uwsDARHR0tbG1thUqlei3H+rfh8ePHwszMTIwcOVIMHDhQ1KxZU4waNUr06tVLeHp6ilOnTv3TQ3ztCA8PFw0aNCi2/OnTp8LY2Fjk5uYKIYSwsLAQjx8/LnU/WVlZQl9fX+Tl5Yn09HRhamoqypcvL0xNTYtsFxISInR1dUX37t2FjY2NWLt2rXbd7NmzhaOjo7h9+3axsRgaGoq8vDwhhBBbt24V7du3L7LN6dOnhb6+voiKihLJycnCyMhIqFQqMXv2bDFo0KASx7xjxw6h6KIQTEYw5eV+dEboiHXr1olnz56VcVZfH3bt2iXs7OzEo0ePhBAF7zZnZ2fh4OAg8vPzhbe3tyhfvrxwcHAQ/fv3F2ZmZsLOzk4MGDCg1LnEm8A7V/GDArpneHi49nNp2ZE+ffqQkpKCrq4uWVlZ2krLiBEjUKlUSCQSzp07h7+/Pxs2bMDOzo5jx46hUCiIi4vDz8+PMWPGsGHDBrp06cLixYuLZfpsbW2xtLRkyZIl2u9DgaJRly5diI+Pp1+/fvz666/cuXNH27+l8dzTVP1KwtKlS1mzZk1BU+yYMZCRUbxUkpMDp05BKb1jz8M4JYWgrVs5dO0aP+flceLOHbZlZHB0wwZq1KhBYGAgly5deql9nThxgilTprB79+4i2SANtm/fjrm5OcePH2fo0KFERESgVqvp0qULFy9efOsyehrVR40/owYeHh7k5eWRmppKTk5OqX1+GkydOpW4uDjy8vIwMjLSZva+++47Ll++rK0sQgG9NCwsDF9fX3r37s306dNJT08nKSmJhg0bcuvWLe0YwsPDCQsLo3nz5kyYMIFx48bRsGHDYgayhSGRSOjcuTORkZEkJibi4eHxwvFrkJcHvr5w5AgolZCVBdnZBb9jYqBRIzh4MIYuXbrw0Ucf4eXlRXx8/GtV5SoJQgj69++Pu7t7qfYpO3fupEqVKtStW1e7TPN/MDExeS/sUggSiQSFQoGdnR03b958qb6k6dOns3btWu31+R5vDu8CzRMK6Ge2trYkJiaWWFUpCc9X/AwMDAgMDCQ5OblY35CGMZGSksKCBQvYunXrXx6zUqlET08PPT09LYtJ0+fn7OyMkZERFy5c+MvH+Tdi/vz5dOnSha1bt9KiRQuys7OJiorStqdoFCXfJpRG9TQ1NcXZ2ZkzZ84AL674KRQKbGxsuHnzJsbGxnTq1AldXV3S0tKKvMt79uxJw4YNiYiIoE6dOkybNo05c+YAMHbsWIYPH86HH35YxGvv/PnzeHl5aeczzwu7AEUEicqXL4+5uTlxcXEEBASU2kbk5++H0ln5SjxFHUsdPFt7/i3smmvXrjFgwAB27typ7qyBYwAAIABJREFUtYUKDg4mLi6OH3/8kV9//ZWHDx8ihGDUqFFs27aNvLw8OnbsSHh4+N+qQPvOBn6F6RyF7RwKQ0dHh5EjR5Kfn090dLS2efaLL77QbnP06FEGDx7MypUrUavV1KxZk4MHD2JgYMDZs2fp2rUrLVq04MyZM2zYsIHAwMAiLwohBBEREbRt25Y1a9awfft2ZDIZkZGR3Lx5k1mzZnHlyhV69+6NTCZDqVSyc+dOTp06Rd26dbl16xabNm0qYuqpgY2NDTNmzGBQ376Iw4dL58dlZcH69S8+cU+egLc3HD8OubnIMjPRUan4SAjCsrNp4u6ulfWvX78+Bw4cKLWf4d69e3Tt2pVNmzZpTT0LQ61WM336dAIDA4mNjaVjx47s3LkTKKDkZGVl0bp16xeP+T8EzYPyeQsNd3d3Hj58SHx8PMnJyfz6669l9ok0btwYFxcXDAwMOHbsmDbg+PjjjzEyMipm0yCXyzl8+DDt2rVjyJAhjB07lj/++IOWLVvi4+PDL7/8AoCDgwMnT57k5MmT7N27l/PnzzN06FAGDRpEs2bNiiRTnoeFhQUhISEsWbKEzz77jIEDB76Qqrd7N8TGFgR9z0MISE9X0aHDVerVq0d8fDxjx44tMYFQGHfvwrVr8AKtmjKxaNEioqOjWbNmTYnUDCGE1rC9MH7//Xfy8/NJT09/L+zyHDSWDnZ2di9l2FuxYkWGDRum9Vt9jzeHdyXwA6hfvz5VqlQp81lWGM8HflBAncvKyioizqZBaGgo2dnZmJqaMnz48JdOgpWG3Nxc9PX10dfX1wZ+Guoc8NaauSclJREcHIyLiwuurq6cOXOGTp06ER4eTrly5fDy8iqS4HxbUKFCBR49elRiorVwn19pc9rCeJ7u+fTpU4QQRTwBARYuXEhmZiZqtRp7e3s2bNjAmDFjEEJon8G+vr5aE/mIiAitQj0UF3aBAs0KIYRWIVRzzdaoUQMTExPOnz9fbLy3Um9hoPdqPXkSJPzx6MUic7uv7+bzA58z88RMMpSv7n+ZmppKQEAAc+fO1fpLp6amMnLkSK3X8bRp07S9l1ZWVpiammJoaEjTpk25c+dOseD4TeKdDPy8vb2JjIzUPrDLkr/t2bMn+fn5eHp6an1xDA0NMTU1RQhBfHw8dnZ2GBkZaSfIPj4+bNmyBUNDQ/bs2cPQoUO1LxOpVErDhg25efMmADdv3tT6tEGBMpePjw/29vZcu3aNatWqMXfuXKysrLS2BmfPnsXOzo7Ro0fj7u5OYmIi1atXp0aNGgQFBfH9998TFxenlZk3NTBA/SIDzJeQ6GXhQkhPh+f2JVGpMMjN5WDbtly+fJkvvviC2NhYunbtiq2tLYsXLy7ycszJyaFbu3asbdSIVhs2wODB8P9qhxqEhoaiUCj4448/GDhwIHK5nB9//BEoqIhJJBIaNGjw4jH/hyCXy5FIJMWMd2vWrEl8fDz29vbUrFkTQ0PDFxpZT506lby8PK5evUpsbKxWlKV169akpKQUe3FIJBJ27NhBjx49+Oqrr+jXrx8hISHMmzePTz/9lHnz5iGEwNzcnF9++YXU1FTatWuHv78/0dHR9OrVi549e9K6desSH9oatGnThqtXryKEwM3NrUx/q8WLoWwbSRnQgS+++LJYT+zziI+HOnUKWlvr1wdra/jppzK/UiJ+++03Zs+eXaKYiwYnTpwgLS2tmFDRgQMHqFixInFxce8Dv+fwKn1+Gnz55ZecPHnyL/ePvkfpePDgQTFrobcZr2rkXlLg5+rqChQkep6Hg4MDw4YNQ6lUUrVqVbp27frCZ3lZ0FT8NKrf8L+KH/CP9PmlpKSwfPlyZs2aVeI5eB1YuHAhnTt3ZuvWrXzxxRds2bIFe3t76tevz6VLl946/z4NDA0N0dHRKTFpWjjwe1lLB03g5+3tjVwuR09PjxUrVhTZrnbt2rRq1YratWvj4uKCrq4ux44do2/fvuTn5zNw4ECmTZtGs2bNuHr1aomKns8HNUZGRlpBIiiarGjXrl0RFltubi7R0dH8fOxn8vNeLWOrFmqU+WWfh5knZ9JzV09WnF/B1N+nUmdNHbLzssv8TmGoVCp69uxJq1at6N27t3b5oEGDUKvVBAcH8/vvv3P79m2Sk5Pp27cvu3bt4tmzZ1p9DG9v77+15/+dDPwUCgXu7u5aumRZCkjlypVDLpeTkZFBQkKCNqtRuXJloOAG+/777xkyZEiRG6ZNmzYsWbKEcuXKsXLlSmbMmIFCoWDTpk0EBQXh4+PD4cOHi90kly5dws3Njby8PDZv3sxvv/1GREQEy5Yt03p9ANSpUweZTMbEiRPp06cPEydOZMeOHdSpU4ejR4/StGlTbGxs6Ny5M15NmvCkrGZyAwN4mYzu5s0ll18AcnNh40aqVq3KrFmzSExMZPPmzTg6OjJmzBjMzc3p168fDx48YEJgIPuio2l96BD8+COsWQPNmsGAASAEQgimTZvGqFGj2L59OwMGDOCPP/4gNzeXgIAAjh49+rcqIP1dKK3iZ2BgQOXKlalevToVKlTAysrqhZniBg0aoFAo8PT0RCKRcPv2bQC6dOmCSqVi+/btJX5v06ZN9O3blzlz5tC2bVsmT57M3r17+fHHH+nevTtZWVkoFAp27dqFvb09vr6+JCcn06dPH2JjY/nkk08ICAigffv2REZGlngMExMT1qxZw8aNGxk6dCiffvqpdtICkJ2d/f8B64tFg6RSCS+yx1IqC2ihly4VXKaZmZCcDH37wisI+HHnzh169OjBli1byrz25s+fz8iRI4sYOcP/MqExMTHvzET6ZfFnAj9DQ0OmT5/+WsUy3qMowsPDady4cbFr+W1FvXr1SElJeWllT40HZWGoVCqEEGzcuLHE70yYMIGMjAzkcjmurq60adOGu3fv/qnxagI/IyMjrU+gm5sbN27cICcnB29vb1JTU4mJiflT+/8zCA0NJSkpCaVSSXh4OA8ePHit+09JSWHVqlW0bt2aJ0+eoFAosLa25tKlS/j7+7/1FeqSLB2gQETo8uXLZGRkaOe0SdlJ/HT1J4IvBLPj2g7Slf9rIykc+EkkEqytrdHR0eHnn38u5jk5bdo0Vq1axeTJkwkICCAlJYWbN2/SsWNHcnJy6N27N/Pnz6d58+acPHlSO6dNTEwkKyur2PvS2NiYvLw8beDn5OTE8ePH2bFjB+np6axYsQJfX1/s7e0xNTWlXbt27N26lzzxavYkcqkcayPrUtcLIZh6fKo20FOqlDzMfMjemL0vfYxvvvmGzMxMJn03iT3X93DwxkHCz4aza9cupk+fjoWFBdOmTcPKyor8/Hz69OnDoUOHyMzMxM/Pj4iIiL89UfFuPM1LQGG6Z1nZEX19ffLy8sjLy0MikTB27FigICDUVGeCg4Pp2rUrJ06cKPIA79WrF+PHj8fCwoJJkyaxfv16JBIJQ4cOZceOHfTt25dly5YV6QO6fPkyXl5e2sm/q6sr27dvZ9SoUUgkEmrWrMny5ctxd3cvQufYu3cvHh4eDBkyhK1bt3Lv3j3OnDlDQEAAiUlJLDE0pNTiiVQK/fu/+KS9SJa/UOZTLpfTrl07wsPDuXXrFoMGDWL79u1UqlSJrqGhmD57hkSjBqpWF3x3yxbYtYt9+/YhlUq5f/8+bdu2xdramp07d2JoaIi/vz+///47tWvXfuukmjUVv+cDPyige5qZmaFSqcjJySlGxygJ1apV4/Lly0gkEm0/iRACCwsLpk6dWur3goODGThwIOvXr8fDw4O+ffuyd+9e9PT0tNVquVzOmjVraNu2rdZTUVdXl8GDB3Pjxg2aNGlCixYt6N69e4mTjrS0NExMTJgyZQo3b97Ezs6OmjVrYmtri7m5OV26dOHZs5IVwwpDpYIXCXaGhhawmZ9nx2Znw3ffvfAQQEGVun379owdO5ZmzZqVul1sbCynTp3is88+K7L8yZMnpKen4+3tjYmJyRvtQfwv4mW9/J5Hr169UCqVpSYy3uOv4cSJE2/1JPp51K5dm3v37hETE1OMeVESSqr4aYypT58+XWJAZ2Jiwtdff42+vj5KpZIaNWrg5+f3pwzeNYFfYdVvPT09nJycuHr1KlKptFgF5U2jcCAskUiKBcZ/FYsXLyYgIICdO3fy+eefs3XrVrp3786BAwe0E2kfH5/Xesx/E0rr8zMwMMDb27sgaWEKo86Mwm6hHf339WfEkREE7Q2iwrwK9NndhydZT4oEfgCWlpbk5OTg7u7ODz/8UGTf9vb29O/fnylTpjBlyhTGjh1LbGwsSqVS66HYvXt3vv32W1JSUrQ9spcvX9YqrycmJnLmzBlCQkKYOXMmQggtm61Pnz6cP3+ezZs3Y2BggFqt5rPPPuP3338nMzOT2NhYju0+hofNq6m4CyHwq1a617NKqMhXF60iCiHIevZySvW7du3ihx9+YN66ebiuduXT0E/puqMrTX9qirWDNSNGjODUqVPExMQQGxtLw4YNuXz5Mvb29pibm+Pv7/+39/fB+8APKFTxS0+HFSugSxf47DM4cACpEOjp6fH1118jl8uJiIggPDycZ8+eaSdvcrmc8PBwAgMDWbNmTZHjfPnllwQGBmJjY0P//v3Zt6/AH+WDDz7g3LlzXLlyhYMHD2oFPS5fvqztYSsMV1dXFAoFS5cu5eDBg6xatYq9e/eSl5eHr68v165dK/IwkEgkVK5cmcDAQFavXs23SUkcNTMjG9Bc5llABrCoWTN2/790b5nw8YHSgi2pFJo0KXGVra0tCxcuZOfOnbgaGVEbkJbUo5aVhViwgG+//ZYJEyawfPlyhg4dihCCbdu2kZiYSIMGDbh3795b5d+ngSbwK8keQ/PwvH//Pvfu3ePEiRMvFMGoUKECjo6OVKlShVWrVqFWq8nOzqZu3bpER0eXmWVesWIFAwcO5MCBA5iYmNClSxdWrFhBv3798PHx4ejRo0gkEqZMmcKYMWP44IMPtCICBgYGjBgxgtOnT2Nqaoq3tze1a9emXbt2NGjQAEtLS2xtbQkKCmLv3r00btyYYcOGkZWVhYeHB3FxcVy7do1Fi2pQFoNTIhH4+cGLvFfj4orkJIrgZRLhQggGDBiAi4sLI0eOLHPbRYsWMXDgwGLCDqdOnUIul2NqavpOC7solQlER/fh5MnyhIdbERf3Jfn5GX+q4gcFvqPz589n3Lhx/4hf5NuOt7168jz09fVxdXWlWrVqWqEMKHgGJCQksG/fPjZv3syRI0e0Ai7PB37Z2dkYGhrSvXt31pfSOz9w4EDu3LnD6NGjefToEZaWlrRr1+6Vr2FN4GdiYlJEFMzT01NL9yzN7/dN4aOPPtKK31lYWGjZUa8DqampLF++nP79+7N//366d+/O7t27cXFxoXz58mRlZWFnZ6f1iXsbUZqlAxSc+x+P/UjUB1H8/vh3cvNzyXiWQXZeNunKdHLzcwmJDMFjpQfGlYyJjo7WsiWkUik2Njbo6OiwZs2aYiyKr776ir179xIVFcWgQYNYsWIFFy5cwMzMjKZNm2rH5OTkRMuWLQkMDGT06NFcv34dU1NTatSowdChQzlw4AB5eXno6Ojg5eXF5cuXyczMpHz58ixdupR58+bRvXt3kpKSqFKlipYJBTCu0TgMdcpu69BAV6ZL79q9MdApvS9QLpXjYeTxv0kxBXPn5o4vnl9GRUUxcOBAdu7cyaQzk0jJSSHjWQaZzzLJN8yn6ddNkclkTJs2jRo1aqBQKBgxYgSbN29GqVTy5MkTmjdvzvnz5//2tqV3NvBr2LAhp0+fRqVSoaenh+Pdu2BrC2PHwvbtsGkTdOsGrq446OvTokUL9PT0qFOnDmPGjCE3N5dKlSoBkJWVxerVqxk8eDBr164tQhuVSCTMnTsXX19fbG1tad++vbZx3MrKCpVKhZOTE/Xq1ePMmTMkJyfj7OxMfn5+kYm9kZERMpmMihUrcuDAAdauXcuNGzdwcnJiy5YttGzZUhtUlgQdPT0eTpuGD7ClfHl26OqiM3cuwwIC+P7OHVatWkXVqlVxcXFhwIABbNq0iVu3bhW9+SdOLKCFlgR9fRg3rtTj3759m8DAQL7/7jv0y6h25MTF8ezZM+RyOVZWVtSrV4+oqChSU1Np0qQJUVFR6Ovrv5WTkbICP3d3dx4/fkxcXBw1atTAxsaGiIgIAK5fh4EDwcYGLCwKWLu7d4OBgREdO3YkISGB3Nxctm/fTnZ2Nvb29tjY2PDll1+WOZ5ly5bRv39/zp07R0pKCl26dGHQoEFs27aN3r17M2vWLO7du4ezszMdOnSgSZMmNGnSBC8vL0xMTKhbty4XLlygZcuWmJiY8Ouvv2Jtbc3Ro0fJyMjg0qVL7Nixg9mzZzNr1ixiYmLw9PTE09OTjRs30rWroEIFKPTcLwIhsunY8cWN2y4ulBJAqsnKOsu+ffvKNKZfunQpkZGRWqP70pCcnKztOXkev/76KyqViqysrHeW5pmXl8z58148fhxCfv5T8vISSUhYxh9/NMTY2IDs7GycnZ25ceMG+a+gvuPr64uHhwdLly59g6N/95Cenv7WqiOWBY2RuyYxrFar2bZtGxs3buSPP/4gLi6OiIgIVq1aRXZ2domBn4GBAf3792fdunUlPlt0dXWZNWsW06ZN4+DBg9y+fZu8vDwCAwPLfBY9D424i6mpaRGmiJeXl5YR5OvrS3R09Esrlf5VWFtbExwcTM+ePQkKCkImk722fS9dupQ2bdpw5MgRunbtysmTJ/H29ubs2bPvBM0TSqd6AjRq2ogtOltQyVWoKVkALl+dT1J2Eh33dERhqOD+/ftAwXXu4eHB1atXyc/PL9Y7bWpqytixY/niiy84cuQIDx48oFmzZhw8eJD4+HhsbW0ZMWIE2dnZ1K9fn9DQUNRqNQMGDODWrVs8ffqUc+fOsXXrVqZPn46xsTE6OjrY2NgglUqLiRKVlKzoVLMTPnY+6MvL9uGTS+RUMKzAVN/SmU0Ahw8f5t78ezQu3xhZjozaFWrzW6/fcDAtvZVDCEFUVBQtW7bEz8+P9evXE3YlDLUodL7lkG2QrS3unD9/HoVCQa1atTh37hxPnjzB3d2d+/fvU6VKlTfiM1wW3tnAz9LSEhsbG65evYppejpjw8IKmn8KT7ozMyE+np1ZWeTm5NCsWTMuXrxIZmYmSUlJlC9fHolEQmpqKseOHcPY2BhXV1d27dpV5FhSqZT169fj6uqKra0tvr6+REVFceXKFapWrcratWsZO3Ysfn5+2NraIpPJMDQ0LBIAFJa/BfD398fU1JS5c+eyYcMGwsLCWL58eZkvjVWrVhElkzFOV5fB5cqh++WXLAsJITMzk6FDh5KcnMyWLVtwc3Nj//79NGzYsICa2bUry5Yt45KuLurly8nX0UE7MoWiIBj8/nsoRZUoKyuLgIAAxo8fT91u3UrtExQSCReePePrr7/WVvugQBrf0tISf39/wsLCyM3N1SonvU14UcUvKiqKmjVranv9fvvtNzZsAC+vAlHWR48KetfCw+HTT+HkyW8oX96GWrVqaftBMzIKqiujRo1i7969ZU6wJRIJixcvpn379ty8eZNTp07h4eHB/PnzMTY2ZsKECdSoUYPx48eTmZlJjx49uHz5MgEBAdpG5oiICHbs2MHvv//OnTt3cHZ2pnnz5owcObLYy0tfX58ZM2Zw+PBhFi5cSIcOH7Nt230cHVMpqE/nAWqMjARSaRIDBuxi9OiWL6QxffIJmJmBTFb0RWhgIGHw4CRmzJhBlSpVmDZtWrF+lOPHjzNjxgyt2FBZWLVqFe3bt8faunhPwW+//YaLiwuxsbHvbOCXkLCc/Px0CqdXhVCSm3sbV9dUrem1tbX1K9s0zJkzh9mzZ2uVDd/jr+PMmTPUqVPnrVRHLAvPG7n/+uuvWnscTSJUrVaTn5/P06dPi50fzXVcq1YtbG1tOXz4cInHad++PcbGxhw7dozDhw9z+/ZtYmNjGTFixEv3rGoqfubm5kXeG4Urfrq6urRu3Zq9e1++b+mvYP/+/dSvX5+qVau+1t7Q9PR0lixZwpdffsnq1asZOnQoISEhBAYGsm/fPtq2bfuP0Ob+bpRG9QSIN4hHJVHBC7pgVELFw8yHWDe01tI91Wo1rq6uqFQqvLy8+Prrr1mwYAFDhgyhVatWVK1alfHjx3Py5EnGjx9PZGQkdevWZe7cuRgYGODv749KpWLChAn8/PPPHDhwgOjoaKysrEqswCoUiiL05sKBn6+vL1evXuXJkydFviOTytjbbS/NqjRDBx1Kim111DoY5hlyOug05Q1Kr/weP36cTz/9lD3b9zCq8ig+vvYxfwz6A2/bgrmlSqXixo0b7N27l9mzZ9O7d2/q16+PqakpXl5eSCQSjIyMcHZ2pmmVpsjE/xIcBnIDmlZuyvTp06lTpw7ly5dn+PDhbNu2DScnJypVqsQnn3zyj12v72zgB/+je9Y4erRk6iFAfj5V8vMRp07h5+dHfn4+bdu25fHjx8hkMkxNTVGpVFhYWJQo8qKBjo4OO3bswNramgoVKuDt7c2hQ4e0TbB9+/YlKCiIhIQEJkyYgJGRUZEHuUb+VsPjl0gkeHp6ahWWVq9eTWRkJG5ubmzfvr2Y3P+NGze4evUqVlZWpKamaquJhoaGrF69miFDhpCTk4OnpyfDhg1j27ZtPHjwgLCwMD7++GMuXbpEt27dKD9iBPZSKWOBNeXK8WzGDHjwoIAeWwI0yqK1atUq8DyztER88gklEVrUurqs+n+Ps6tXr9K5c2egIPB78OCBNtNXoUIFTExMyvrX/iehoTQ8n0GGAjW4tLQ0atWqhaGhIUqlktDQB3z+eYEV4/PxW2YmJCVVY/36ukybNo3ExEQqV65MWFgYBgYGDB8+HLVazfLly7WqWfv372fRokUMHTqU1q1bU716dYyMjDh16hTly5cnOzub27dvk5+fz7Zt23jy5AndunUraGyeNIng4GBOnTrFunXrWLduXbHJi7m5ObNmzSIqKgooUCsdN25cEWEXKMhWnzt3jsaNG+Pn50l6ugu1an2OhcUyqlXbwpYtEkJDz/LLL1PYtWsXgwYNIjg4uNTzqqNTEAxbWFwHlOjpqbGzg+3bJUyd2obTp0+zZ88eEhIScHV1pVOnTvzyyy/cvn2b7t2788MPP1ClSpUy/3dKpZJly5aVSAXNzc0lLi6OZs2aER0d/c5SPVNSDiFE8TtfpcqkcuVk7XX/qnRPKKAX9ejRo8ze1fd4NbwL1ZOSUK9ePe7cuUNERATZ2QVZ+9ISZEIIrK2tizzrNIEfFMjkP9/+oYFEImHevHlMmjQJBwcH9uzZw4MHDzh48CBz5859qbFqAj8zM7MiLKFatWoRFRWl/fx30j137dpFhw4dXvt+ly9fTsuWLYmMjMTFxYUKFSoQFhaGt7c3d+/epUGDBpw8efKdDvwWnFkAxV1ESkTms0wS7BNYsmQJQUFBWoui9PR09u/fz4kTJ4iNjcXFxYURI0ZoBUlCQkKQSqWsWLGCMWPGMHz4cM6dO0dMTAwqlYpJkyYRHh6Oj48PMpmM6dOnl5h0MDIy0hYyoGjgp6enR6tWrUpksRnoGLCv2z70t+tDLKCiIABUg4eFB+v812G4wZCbl2+W+refOXOGzp0789NPP+Hp6cnx48cRQvDNN9/QpUsX3N3dMTIyomXLlqxatYonT57QuHFjFixYQN++ffHx8eHWrVusXLmSYcOGMdptNJJ7ElCBFCnd3brTSLcRERERREREkJycTO/evdm8eTM5OTmkpKTQtm1bTp069c9cr2/OG/7fjw0bNohu3bqJTFtbIQqswUr8yQfxoH9/cezYMeHq6ipcXFyErq6uqFmzpvD29ha6urpCR0dHVKpUSeTk5IiKFSuKK1eulHjMxMRE4ezsLKytrYWOjo6YO3eudl2fPn3EvHnzRLNmzYSBgYE4c+aMdl1cXJwoV66cWLZsmXbZV199JaZOnar93LJlSzFhwgRRt25d4eviIo7PnCnUKSlCCCH8/PyEiYmJGDlypHBxcRFSqVSkp6cXOfbnn3/+wnOWkJAgAAEIU1NToVAoRMOGDcXYsWPF3r17RXJycpHtZ8+eLerWrSuys7O1yz5t3178CiJPV1cIfX0hjIyEWl9fzKpWTYSEhIjBgweLyZMnCyGEiImJEebm5sLd3V3k5+cLfX190a1btxeO87+IsLAwoaurK4YOHVrieh8fHzFu3DjRvn17YWpqKqTSg0IiUZd16Qq5PE8kJQmhq6srOnToIPT09ESzZs1E//79hYWFhZDJZEJXV1dUq1ZN+Pn5iS+++EIsXLhQ7Nu3T0RHR4ucnBwhhBAqlUr07NlTWFlZCQMDA/H1118LIYRQq9Vi+fLlwsrKShw6dEgIIcS9e/eEm5ubGDFihFCpVKX+vXfv3hUDBw4U5cuXF5MnTxapqanFtjl48KAAhJeXl7C2thYdOnTQruvWrZsYM2aMiI2NFY6OjmLq1KlCrVaXejwzMzMhl1uJyMinorTN0tLSxMqVK4W7u7vQ09MTbdq0EUlJSaXuU4P169eLli1blrguPDxclCtXTuzatUtUqFBB3L9//4X7exsRGRkgjh2j2M/x47pi6dI6YsWKFUIIIcaMGSNmzJjxyvtPTEwUFhYW4tq1a6976KVCqUwUjx9vFxkZl/+2Y/5d8PX11d7T7xLy8/OFsbGxcHV1FYcPHxYzZ84UU6ZMKfVn8uTJRd5vYWFhonHjxkIIITIyMoSZmVmZ93yXLl3EtGnThBBCHDp0SFhYWAhra2sREhLywrGWL19eJCYmipkzZwoDAwPx+PFj7boaNWpo5yFpaWnC2NhYpKWl/alz8rLIzMwUxsbGxeYBfxUZGRnC0tJSREVFiQYNGoikGqKEAAAgAElEQVTdu3eLFStWiG7duomVK1eKnj17ilu3bglra+sy3wFvAw4dOiRatGhR4jr96fqCKbz0j85YHVGrVi2xZs0aUb16dTF//nzh7u4uTExMRPv27cXSpUuLHUOtVgtvb2+xefPmIstPnDgh9PX1xUcffSQsLS3FkiVLhIuLi4iIiBBWVlZi+/btRbavV6+eqFKlivZzTEyMcHBw0H7evHmzaNu2rUjPTReLTi8SLTa1EIE7A0X43XCxa9cu7TwUEMgRlewqiY8++kioVCqxa9cu4eTkpJ2/CCHE06dPxalTp8TkyZOFQqEQ3t7ewtHRUejp6QkTExPh6ekpJk6cKEJCQsTFixdFVlZWsb99+/btwsHBQTx58kS7LC0tTVSuXFmYmZkJ++r2IjWrYB7TqVMn0b17d1GlShUxaNAgcf36dWFlZSWMjY1FpUqVhEqlEjY2NiI+Pr6M//abwTtf8Ttx4gSSF9AqJECeUomTkxNPnjzBzMwMuVyu9VazsrJCJpMhhODYsWMMGDCAlStXlrgvCwsLjhw5glQqRaVSMWPGDG3W49KlSzRu3JgjR45gZGRE+/bttRkQY2NjLbVEg8IZEiigjty5eZOIWrX4OS4Or4kTUZqbE9m9O0ePHsXU1JSAgADUajW6urpMnDhR+9358+eza9euFxrXarz0oEC45smTJ3z77bcoFAqWLFmCg4MDbm5uDB48mLFjx2r3q/E8W7FiBT+EhrKma1fkZ8/CvHmwfDnh27ezTiLBz8+PH3/8kYEDBwIF1T4HBwf8/f25evUqurq6fPjhh2WO8b8KHR2dMlXQPDw8kEqlXL16FUvLCqjVLRCibE6HSpWLo+NQ8vLy2L17t/a69fT0ZO7cuajVak6ePMmNGzc4dOgQS5cuZcSIEbRt2xZnZ2f09Qu49FKplA0bNtCkSRMsLS2ZNWsWs2fPRiKRMGTIEK1K7cyZM7G1tSUsLIwLFy7Qo0ePUhVz7ezsWLVqFefOnePOnTtUq1aNmTNnFulVWbJkCfb29vTs2ZPHjx9z+/ZtLZ150aJFbNiwgYyMDMLDwwkNDWXIkCEl0p0jIyNJTU2lXLl83NxMS9UoKleuHAMH/h975x0W1dV18d8UYBi6CIoiWECKUqyo2DVqYu/dRIMtaqyxt9hLFGyxJXbsRLGLhaBgwYoVNWJFqSIgIGXmfH+Qua8jYExi3rwx33oe/mDuzC0z955z9t5rrzWQKlWqULduXaytralQoQK9e/cmIiKiUAqWEILFixczevToQvcZHh5OTk4OLi4uZGZmSp6d/zaULj0MubwgXVYmUxAX5/2nKn6QP7aOHz9eUl7+q5GTk8CFC+7cudOPy5drk5Cw879y3P8GcnJyuHDhwketjlgUFAoF1atXp1y5cu/lsff2mPBmxc/U1JSuXbuyfv36Ij8/d+5cAgICiI+Pp0WLFgQEBCCEYPjw4ZI3cFF4087B0NBQb33wZp+fubk59erV49ChQwDk5ub+JWJIR44coVatWh9cXGXlypU0atSIjIwM4uLiaNWqlR7N8011xI9N7fttvKvH7/fC1MwUc3Nz+vfvL9EWX7x4QfPmzbG3ty9U5EVXqZ40aZLe3H737l3atm2LWq2mfPnyTJ48GQsLC2rUqMHRo0cZNmwYgYGB0vvfFiRycnIiOTlZon9+9tlnhEaGUmlFJSaemMixmGMEXg/kk82fMGDDAEqWLIlcLs9fo+RBUmISaWlpzJ07F3Nzc0kLonHjxtjZ2WFvb0///v1ZsGCB1Hp08OBB0tPTqVSpEgEBAcyaNYuePXtSpUqVAq0dN27cYPDgwfz000/Y2NhIrw8ZMgRra2uysrLY8uMWLNQW3Lp1i7CwMGndMXToUAIDA/Hw8KB8+fK0bt2aR48eIYT4TTbRX4F/deBXvnx5NBoNzz08eJc+4muFggQ3N0qWLElWVpakIGdjY0NsbCzVqlXD0NCQ1NRUVq9eTf/+/dm+fbveTf0mHBwc2L17t9Qn4OXlRXJyMtHR0Xh4eKBUKqlYsSIDBgygWbNmbNmyBVNTU3JycgoEfjoeP0CbNm0osXcvbNuGIjcXM60WlRCU376dxkJI5vApKSmYmJiwe/duqYHXysqKpUuX4ufn984JISAgQBrUq1atiomJCU2aNGHatGmS/8uGDRuk/WVnZ+Pr60uPHj0YPXo0w4YNw87OLn8A8PaGIUOgTx+mLl7MpEmT2Lx5M82bN5cWx0FBQaSkpEj8fVOgkVoNly8X5Df+w6GjehYV+Hl4eJCYmEhcXBxVq9Z5rwlOJjNg5Mip+Pn5UaVKFZycnEhKSqJDhw588cUXODs7M378+Pc+v8DAQLy8vChfvjwTJ05k6dKlQL5KbWRkJHv37qVLly4YGBgQEhJCbm4un332WZHPAuQ/hxs2bOD06dNcu3YNJycn/P39iYuL49ixY3z77beMGjUKhULB8+fP8fX15ebNm5QoUYIFCxbg5+dH8eLFCQsL4+7du3Tu3LnAPTxr1ixsbW3fi2a5YsUKrly5QnBwMBs3bpQC5b59++Ll5cX333+vdz3Hjh0D4JNPPil0f8eOHcPY2JjU1FRcXV0/+oVJUbCyaoyDw0RkMhXZ2QoyMiA3V46Ly4/IZHZ/OvADGDp0KLdu3Xovu5M/ixcvjqDRZKLRpKPVZvLkyeK//Jj/LVy5coUKFSp8lJT694HOyD0yMrJA28TbyMzMlBJkuv/fXDQOGDCAH374ocj++/Lly9OnTx+mT58OQM+ePRk/fjwmJiZ069aNq1evFnnsN+0cDAwM3rk+0NE9b926xYIFC1i4cGGR/Yd/FH8FzTMzM5NFixYxefJkli1bxpAhQ3j06BH37t3D19eX06dP07x5838FzRPeTfUsa1n2d+0r63EW4eHhNGvWjGfPnnHv3j3i4+Pp168fYWFhZGVlcf78+QKfq1+/Pp6enqxYsUJ6TedH99NPP1G5cmUMDAy4desWS5Yswdvbm+PHjzN27FhJ6dbKykqvnUkul+Pl5SUlKywtLSnWrhjP05+TmZc/NwgEmbmZJHkkkaXIkj4H+cmMqKgopkyZwvjx4/Hw8CA6OprOnTtz/vx5Ll++zMuXL/nhhx8IDAykffv2uLq6YmBgwJ07d3BxcSnye0pJSaFdu3b4+/vriV1t3bqVs2fPcuPGDT799FPq1asHwOzZs2ndujUpKSl4e3vj7u5OYGAgr169IicnR68f9e9YD/yrAz+ZTIavry9H3NzIK+LLF3I5L42MeOrigkwmo2LFipQoUQLIv3GvXbuGhYUFubm5KJVKacHRpEkTtmzZUuSxMzMzpSAvKSmJ6tWrY29vL00YJiYm1KpVi9DQUL799lvGjRtHXl6eXjNshQoVSElJkXqkSpUqxSCZDNlbPWLGwIhfxWGaNGlCcnIycrmcJUuW8OWXX0pZm44dO+Lm5sbsIszNsrKyePLkiVRxe9N/UAcDAwNcXFzYt28f/v7+pKSkcPz4cby9vVmyZAlarZaMjAzatm3LvHnziIiI4OTJkzx8+JBu3brpibo8fPiQhw8fkp6eTk0PDyosWsS9tDQqDhsGDRtCiRLg75/PavwIoBN3KSrw1iluValSBXt7a+Ty387YarU5zJs3iGPHjvHq1Stu3bqFl5cXM2fOBGDKlCmSV877wNDQkJ07d+Lo6IiHhwfDhw+XBn97e3vCwsIwNzeXbDd27tyJq6sr9evX/01VOVdXV7Zt20ZISAinTp3CyckJpVJJt27dyMzMRAhB+/bt6du3Lw0bNmTmzJn06NGDYsWKERAQgLm5OYcOHcLQ0JBmzZpJ/bCQn4muWrXqOwd3gFOnTjFz5kz27NmDya9SoNbW1owaNYo7d+4QEBBAaGgojo6ODBgwgCtXrrBo0SLJZ/NtCCEk4/bo6Oh/rbCLDmXLTqJWrQecOVMdf3/w87MkJaWK5OMH+cbC0dHRv7ngLgxGRkbMnz+f0aNH/y51xD8Claoc+UwjkMkMUas/nt/239rfp4POyP3UqVNUq1ZNT1L+TSiVSi5duqT37OtUPXWoUqUKxYsXlxJEhWHy5Mns3r1bEtoYMWIEPXr0wMrKis8++4xHjx4V+IxGo0Gj0WBgYICpqSlyubzIih/kC8IdOXKE/fv3k5eXh1ar5dKlS3qf+TPIzs7m0KFDtGvX7oPsT4fVq1fj6+uLjY0N+/fv58svv2Tr1q106dKFU6dOUb16dSwtLYmIiPhX3LPFixcnJSWlUDunMbXHYGpo+l77MVYYs+eb/Hnu888/R6vVEhgYiEajYciQIcTExGBvb8+8efMKHUvnzZvHvHnzpPsnMjKSmjVrolQqWbt2LWZmZqhUKpYsWcKUKVNwd3cnNDSU6dOns3LlSqysrMjJydG7jrfv2ZelX5JHIQl+Aam2qWi1WgwMDIB82zAzMzPGjh2LQqFg/fr1BAQEsH79evLy8mjWrBnTpk2jZ8+eertKTk4mNzcXW1vbQr8njUZD9+7dad26Nb169ZJef/jwISNGjMDS0hKFQiGtg+7du0dISAiPHz9GpVLx9ddfc/78eeRyObdu3eLJkyc0atSIiIgIatWpxfmn57n07JK+KuhfjH914Af5dM9Tz54xtnTpfHXKNzJ3GTIZWebmzG3cmMxfqzAuLi7cvXsXgJiYGHx9fTl79iy+vr5kZmZiZmbGunXrJJGXwqhhkP+QfPLJJ2zcuBFjY2OePn1KYmKiVO0xMTHh1atXVK5cmQsXLvDgwQPkcjlPnjyR9iGXy/H29tbLCBaVoTUyMmLDhg306tULrVZLSkoKpUqVwtnZmXnz5gH5gfDy5ctZvXo1165dK7APf39/AMnG4s1ytw46483atWszaNAgZDIZJUuWZOnSpQghWLduHdHR0XzxxRfExcXx9ddf06xZM5RKJb179waQqjJBQUG4uLjQ+tNPUTRvTv2YGNSALC0N0tPhxQuYMuWdNhL/JOgWF0UFfpUrV+bGjRvUqFEDIbSoVJuBwmmUOhgaynn+fAODBw8mNzcXhULBxYsXWblyJZ999hkJCQkYGBj8LlEMlUrF3r17sbCwoGbNmgwdOpQlS5ZI23744QeGDh2Kr68vISEhLF++nM6dO1OnTp1CzdzfhqenJ7t27SIvLw87Ozvc3NxYuXIlarUahULBwIEDuXz5MmfPnqVmzZoMGzaMefPmERMTg5GREVu3bqVq1arUq1eP2NhYLly4QHp6OmXLlqVixYpFHvfp06d069aNTZs2UaFChQLbZTIZjRs3ZteuXdy6dQtHR0datmxJaGgoubm5hYrynD37gKysbwkP383AgT04fnwhW7cWNJP/N8HIqCRxcV6EhSlp0KAl/v7+en5oZmZmWFtbF7rYfR907NgRU1NTNm7c+CFPuwAsLeshkw0mLk5F8eIdcHZe+pce77+J8PBw6tWrzvXrbYiIsCU62g8h/tpA+n8JNWvW5Pr166jVahwdHSlfvry0wIT8xaBSqcTDw6PAXPl2xQ/yq35FibwAFCtWjPHjxzPujblszpw51K9fHwsLC5o3b17A4F1X7dOpC74d+FWpUoWrV69KCZSSJUtSqVKlAkI1H6ricOLECSpXrlyoqvEfRVZWFgsXLmTKlCmsWbOGLl26YGlpKdE8Dxw4QOvWrXn58iUPHjzAycmJu3fvEhsb+97KqP80KBQKihcvXkDxEqC7R3eMFEa6fFTR0EJWYhZHvj+Cm5sbjo6OlChRgh9//BF3d3fmzp1L48aNefToEfv378fS0pImTZowadIk9u/fT2JiIm5ubrRv3545c+aQlZXFnTt38HpD2T0tLU2ydwgKCmLw4MFUqFCBn3/+mQULFnDnzh1UKpVegvbt9iVjVeH2YQqFAtmv0qU6n0gDAwMWLFjA8ePHMTExYcGCBXz55ZcYGBjg4+PDyJEj6d+/f4F96ap9RT0HkydPJicnR09wKS8vj169etGyZUtu377N9OnTsbOzA/Kf265du3LlyhWpuqejebq6utKoUSOMjY059OAQM7Jm0GxzMxpubEjpxaUJfxz+Gz/ch8H/B35163LlyhWOqFRw/z6MHUu0jQ0hwDJXV7xMTEj7VdEQoGLFilJWzsLCgnLlyvHw4UOaNWuGjY0NKSkprFy5knr16qHRaDh9+nShxz1//jw+Pj60bt2ahQsXYmBgQHp6Ok2bNiU7O1tP1dPS0pJ9+/ZhZGTE6dOn9fxV3qZzaP38eNsMIEehYGlGBs2bN6dZs2aUKlUKAwMDevbsSWpqKv7+/hK1qlSpUsyZMwc/P78CWZ4VK1ZQvHhxbty4oTcJvok5c+bw/Plzli9fjkwmIy8vj5YtWxIXF0fLli3p27cvdnZ2dOrUiYCAAL7//ntKlSqFv78/ly9fRqlUUqZMGby8vPjuu+94/vw53dRqtFevUugQkJEBy5bBr140/2T8VuBnZWWFlZUVjo6O3L9/H7X6e5TK18hkhUcRCsVrqlbdjJWVGd26dSMrKwsfHx9UKhWDBg0iOTmZX375BRMTE7777jtq1arFqFGj2Llzp16CoTCo1WoOHDggVc1HjhzJ/PnzgfyFxKBBg9izZw9+fn7MmTOHiRMnMmXKFBo0aFAodeRtrF69Go1GQ1RUFJs3b2bbtm1kZmZy9+5dNBoNZcqU4eDBg4wePZoBAwbg6emJn58fQgjkcjn+/v706tULX19fJkyYQLly5Xjy5EmRFb/Xr1/TsWNHvv76a5o3b/6b52dnZ8ekSZNo1qwZXbt2Zd++fTg4ODBixAhpfLh7F5o1K01u7mBevTIhN9eI589LMGAAdO787w7+zM3NEULg5OTEzp070Wq1eoHzn6F7ymQyFi1axJQpU967kv1HcfFiaU6f7kelSttQKov2J/0nQQhBeHg4Li6RvHgRQm5uIgkJ24iL+2sD6f8llC5dGqVSibe3NxEREXTr1o3evXvj5eVFTEwMFy9eZMCAAXzyySeF+vi9Hfh1796d0NDQd7Iehg4dyvXr1/n555+B/Pt49erVVKxYEblcTuvWrfXaAHSBH+QnS8Sv7Rw6WFtbY2lpSUzMf9QN27VrR0JCAjKZDCEEvr6+H8xD7K+gef7www/UqFEDd3d3Vq1axbBhw7h06RJ5eXnUqFGDAwcO0KpVK86ePUuTJk1YtWoVP/30Exs3biQoKOijDf6K6vNTG6g53uc4hsKwUKsDAJmQYWNqw0DjgaxauYro6GiOHTuGVquVTNzNzc1ZuXIlKSkptGnThqlTpzJmzBgUCgXLli3D2dlZ6sn7/vvvWbZsGW5ubhLlOTY2FqVSyfjx41mxYgUJCQlERkbSrVs3SpcuTVhYGFFRUWi12ncGfr29eyPTFAzItGixTrYG/tMak5mZSd++fTE3N6dOnTr4+/sTGhpKfHw8mZmZtGnTptDv4+7du0WuC3bu3Mm2bdvYsWOHXtV/7ty5GBgYsH//fmxtbRkxYgQADx48YP/+/aSmplKmTBmGDBmCEIKdO3fy8uVLlEolrVq1IvxeOI+rPyY9L520nDRe5bwi7lUcLba04Hn6X++3+a8P/Ly9vYmNjc2/eezs4NtvWda5M82BgBcvqFa3LtHR0dLN5eLiwu3btzE0NKRatWoEBwdjYWFBeHg4qampGBkZkZeXx/Hjx4u0dhBCcP78eT0rh9KlS2NlZcXly5dp1aoVKpWqAP/Z1tYWW1tb2rZty6pVqxBCFCiNl5w+nSADA7KAdLmcLCCyaVMMWrTA2NiYpKQkihcvjkKh4O7du3Tr1g2ZTEbdunW5ePEiAF9++SWmpqZSFQcgNTWVZ8+e8fnnn3P//n2JBvcm9u/fz6pVqwgKCpImpCFDhnDhwgWsra3ZunVrgc/MnDmTCRMm4OTkRHp6OleuXOHFixfMmjWL1NRUHj16hOrHH5EXUk2RoNXC5s1Fb/+HQEf1LEoMBfL7/AwNDblw4QINGrjQtOkUzMxeYGoK/0nzZaBSCdTqaWRn52eZy5QpQ1paGhqNhtq1a2NhYcHTp0/p27cvt2/fRi6X065dO2xsbAgMDKRatWrY29vTuXNnFi1axJkzZwoEpGZmZhw+fJiMjAzq16/PpEmT9ASDfH3z5YwPHDhAp06d6Ny5Mz/++COtWrXi4MGDRV6jEILZs2fTvHlzzM3NqVu3LvPmzcPW1pZr167h5eUleWX27t2bqKgorKysOHPmDFOmTAHyF03jxo1j+vTpnDhxgsaNG3Pnzp1CK35CCIYMGYKDg4Nexv23EBcXR3BwMAEBARw4cIBLly5hampK48aNadSoEU2bviQjwwDQ9/nKyICjR2HTpvc+1EcHMzMzNBoNMTExdOrUiTNnznywwA/Ax8eHBg0avLcs/h/FuXPn8PHx+UuP8d/GnTt3MDU1xcgoHSHyxyKtNoecnPi/+cz+e5DJZHpG7jKZjDJlytCuXTv279/P4cOHUavVqFQqsrOz9WjJWVlZBQI/MzMzOnXqxIYNG4o8ppGREXPnzmXMmDHS/pRKJdu3b8fa2prk5GR69OghJWTfDPxMTU0LLKKh8D6/nTt3Ymtry9OnT2nYsOGf+Zok5OXlERwcTPv27T/I/iA/GTd//nymTp1KUFAQrq6uVK5cmcDAQHr27MmVK1cwNzfH2dmZiIgIvL29ycnJITs7m9zcXO7duyexsz42vKvPz7ukN35aP5QxSgzlhvnUz1wgG4zkRhjcMeBAywOsmreKgwcPkpuby5w5c0hISECr1WJnZ8fz588pVaoU9evXp1y5cgQGBtKiRQtmzJhBSEgIL168IDg4mBYtWuDi4sK0adO4du0aDRo0YNy4caxatUrqZ+/YsSNBQUE8efKEx48f06pVK6ysrBg2LF90bv78+VKA7u7uzsOHD6W5YEr9KVgrrCHn14vTkH8th0GNGmNjYynZkZGRISVLdDYLLVu2pGPHjkydOpVBgwYVmggoal1w7do1hgwZwp49e/TYbefOnWPFihU4OzuTlZXF+vXrpULIvHnzJMGhmJgY/Pz8OH78OA4ODly8eJHbt2/TsmVLZoTMAEWBQ6LRalh/tWghqA+Ff33gp1QqqVq1ql6QpVQqkcvlJCYmMm/ePK5duyY9ZBUrVuTevXsYGhpSokQJvL29efXqFZcvX6Z27doYGRmRmprKihUr6NOnD0ePHi3wgD59+hStVoujoyOA5M/Xtm1bSpYsyblz5zhx4kQBQQydsmdERATLly/Hz88Pd3d3vcAvLjGRflot7Tw86KBSUdPensUqlcS7T05OxtraGo1Gg6GhIYMGDSI2NhYrKyuaNGlCx44duXnzJmvWrGHOnDncv38fgO+++w6AcePGER8fL/U56hAdHc2XX37J7t27JWGWZcuWScHegQMHMDXV555funSJq1ev0q9fP1asWIGfnx8qlQpDQ0MePnyIj48PjRs3pl4htDs95OR8NBU/IcQ7xXU8PT2Jj48nJycHT09PVKonlCnTiP37oWXLe8AqZLJvSEiQsWiREzdv3uTkyZPIZDJJsUvnLTVmzBjGjRtH8eLFqVq1Kjt37mTChAkEBwcTHx9PWFgYbdu2JSYmhmHDhmFtbU2tWrUYMWIEO3bs4PHjx1haWhISEkJiYiJ169Zl0aJFfPXVV9LCpXTp0vz8889YW1vj4+ODs7Oz1Keha/J+GydOnCAhIUFv0Z6cnEzx4sXp3r07CxYsYNasWVSvXp1Dhw5RokQJgoKCmDFjBnPnzqV///5SpadcuXLIZDKCgoJ48OBBoRTOVatWcf78edavX/+7aE8rVqyge/fuWFvnZx4dHR2ZNWsWjx494rPPJhAbq6KoITYjA34tkP4roVQqUalUXL16lREjRnDs2DHS09Ol7X828IP8rOzy5cuJjY39s6dbJM6fP0+tWrX+sv3/HdD199nbjyQ314C8PCMMDCwpUaLXb3/4I8LbRu46lClTBkAaL4yNjfUqcYVV/CCf7rl27dp39q527doVuVyup55tbGzMvn37MDAw4Nq1a3z99dcIIQpU/N5W/YaCPVPOzs5YW1vz8OHD9/8i3gPh4eE4ODhItLsPgfXr1+Pt7U21atVYtmwZX3/9NXl5eWzbto2ePXtKNE+AiIiIAmO3RqP5YP2L/2soWbLkO6vHdkZ2uF9zZ7rldFa2XAkhwH4YJUYxwWUCAbMCAKQqqYmJCS9evKBr164YGhpKa9b+/fsTERFBWlqaVBiA/EJEpUqV8PPz49SpU0C+yvvkyZMxMTFh165dREZGUq5cObp3705UVBQBAQE8efKEjIwMmjRpgoWFBcWLF+fEiRNMmDABIQSGhoa4urpK9GkLlQVzHObAQbCJs0F2UcYA2QC4lC+4Urp0aSnZoXsGnZ2dGTZsGN999520Fh01ahQJCQmF6m4UJuzy4sUL2rdvz5IlS6hSpYr0elpaGj179mTixIls2bKFZs2aScmTJ0+esHv3buRyOa6urnTs2BFra2sCAwOpVKkS7u7ulCtXjtKlS3M74XahS4PXmtfcTf7rkxX/+sAPoE6dOnoDt1KpxMTEBK1Wi42NDdWqVZNkkJ2dnYmJiZGk9+fOncvr168ZN24cT58+xdjYGGtra06ePElGRgZdunThxx9/1DuerglWN1DpHuDVq1dTu3ZtbGxsePbsGVu2bNGjW+rkb52dnTl37hyvXr1i8ODBPHjwQFroTp48GYVCwa2UFE5kZVHJ15eTJ0/SsmVL4D+B35uTj1qt5uDBgyiVStzc3GjatCmTJ0+mb9++DBgwACEEa9euxdraGiMjI3JycvQG+NTUVEmsRbcIOnz4MJMmTUKr1TJ58mRq1KhR4HufOXMmY8eOJScnh8DAQAYPHixtCwoKksri6TY2RbEW8mFsDE5O73rHPwI6KkFOTk6R7/Hw8OD69evUqFEDExMT7ty5Q2zsU9zc4vn88yhMTMYgxOaLEKIAACAASURBVErMzPKTFK6urnTv3p3o6Gjc3NxITU3F2dmZ9u3bk5iYSGxsLCEhIcyaNYuoqCjpXpTJZFSoUIFevXqxYsUKLl26REJCAvPnz6dkyZJs27aNGjVqYG9vz6BBg+jYsSP379+natWqbNmyhR49ekjXYWRkxJo1axgxYgR169YlOTmZsLAwZs6cyezZswtk4b755htcXFz0FDiTk5OlHr/PPvuMS5cuMWnSJMaOHYvvr/f42LFjGTx4MMePH8fT05MTJ04wf/58nJycpAr521Xn8PBwpk2bxt69ewskJt6FzMxMVq9eLVE83kR+UqgZxsbvdtL95Zf3PtxHB6VSiampKXfu3MHNzU0aV3X4EIGfToDnzSr0h0RcXBzp6ek4Ozv/Jfv/u6AL/AwM3BkwwAQHhy34+PyCSlXm7z61/ypq1qzJ/fv3SU5O1kve6uTXdWPJm/2pUHTgV716dSwsLN6pOKuTyp84caJeAtDKyoqjR4+Sl5fHvn37mD9/Pq9fv5aodaampuTm5hYIdN6u+EF+1e/KlSsfVE3wQ9M8c3JymDt3LlOmTOHixYs8e/aM1q1bc+LECRwdHalYsSL79++nVatW5ObmcuHCBYoVK6Y3l+hoix8jfsvSwcjICHt7ey6EXqCXZy+4ANyAvdv38s033xAWFkZkZCSQz8yxsLDA3Nycp0+fEhgYyMGDB9FoNLRo0YLY2Fhat25dZI+qqakppqamhIaG0rRpU6ZOnYqXlxerV6/myJEjNG/eXFKSffnyJZcvX+bp06fMmjULIQQTJ07k2LFjjBgxAiFEAbrnz8d/xuCWAekb0mlv3J5HFx5haGhIeno6lStXllQ9tVot2dnZZGZmcuLECZRKJaNGjWLTpk1ERkbyww8/SBZkb+JtqqdOzKVdu3b06NFD771ff/01jRs3lkzsly9fLm1bsGABvXv3ZvPmzTx69Ihhw4aRkZHBgQMHSE5OxsrKilatWgEgi5WhlBUUjDIxMKFm6ZpF/q4fCv8f+JHf5/emspBCoZAalMPCwmjevDl3797l6tWrmJubY2pqikKhQC6XU6VKFUmcRaFQkJKSQkpKCgYGBqxbt47BgwezevVqvYZqXX+fDlFRUXh7e6NQKNiwYQNOTk6oVCqpVKwL0iwtLXn9+jV5eXmYmpqyfft2unXrhlarZf369dy5c4cdO3bQqFEj4uPjMTExIT4+npo1a0oWDDqq59v9e66urowcOZIrV65w7949vL292bhxI1evXmXSpEnEx8fTs2dP7t27h1KplConWq2Wnj178sknn9CvXz8g3++ke/fu5OXl4enpycSJEwt851FRUURGRtK/f382btxIkyZNJNGYhIQErl69yoULF/I9/W7e5B1Ez3xVz17//Gz0+wR+np6eUuCnC9x8fHwIDQ1FCCFREl68eIFarcbAwIB58+bRqlUrHBwcyMjIQK1WM2nSJFavXs2ECRMYN24cTZs2xdLSkgkTJhR5bBMTExo0aMD48ePZu3cvcXFxnD59mg4dOpCSkoKVlRXnzp1Dq9Wyb98+qlatyq1bt6TJeMCAAezdu5eBAweyc+dOwsPD2bVrF0OHDpXuxzt37nDjxg1mzZqld+zk5GSMjY2lQV4mk9GhQweioqIYOnQoAwcOpHHjxrRv3x65XM7nn39O3759CQkJoUePHhgbG1OnTh2+/fZb5syZgxCC2NhYunbtKj1zvwcbN26kdu3aRYrFmJqCVvtuMYw3dKT+dVAoFKjVaszMzIiJiaFnz548fPhQulfc3Ny4ffv2n+7RmTBhAkeOHCmw+P0Q0NH1PzZ7Dl3gFxwcjJNTdSpW7IRS+e+zdahevTpXrlyhdu3aev62uoSULjFRWOD3pqqnDjKZTKr6vQv169fH29ubZcuW6b1eqlQpjh07Rk5ODosXL2b37t16Fb/Xr18XWfF78zlq167dOy0ifi+0Wu0HD/w2btyIu7s7Pj4+koWDQqFgy5Yt9OzZk9jYWB48eICvr69kPdKpUyfS09OlXrUGDRpIrKqPDe+iekJ+4FeyZEl+/vlnNBqNNEY9ePAAExMTZs6cyahRoyQfucTERKysrFi0aBFKpZIrV67QoEEDHjx4QL9+/Xj16hW7d+/WY2XokJSURE5ODi9fvpTsQaKioqhSpQouLi588cUXrFq1iqioKOLj49m2bRsKhYLs7GwSEhIYM2YMZcqUYe/evXTo0EGPxZaQkCC1hWRnZzNp0iTCwsJo0qQJkC+waG6e31ttbGxMQkICHTp0wNHRkUOHDkksoM8//xwXFxc+//xzvWStRqPh/v37evP/xIkT0Wg0kmaBDjt27JAE5e7cucOUKVMoXbo0kF+8CQwMpGTJkpQvX54KFSpQpUoVgoOD8fHx4dSpU8TExNCqVSvy8vJIPpSMSqnSE+GRy+SYGJjQ27P3+90EfwZ/lTP8PwnJyckCEFlZWUIIIcaPHy8aNGggANG5c2exfPlyUb9+fdG4cWOh1WpF1apVha2trRg8eLAQQojKlSsLKysrsWvXLmFpaSk8PDxEsWLFRIkSJUReXp6oU6eO2Lt3r3S8Bg0aiKNHj0r/z507V4wePVr6Pz09XZQpU0ao1WpRqlQpMXDgQKHVakW3bt2EiYmJSEpK0jv/zz77TJiZmQkPDw9hZ2cnNm7cKORyuahTp46wtbUVy5Ytk947depUMWXKFCGTyQp8D9nZ2aJy5cpi69atQgghUlNTxaBBgwT5t6cIDw8XgYGBQqlUSvucPHmyqF+/vsjJyRFCCPH8+XNhb28vzM3NhYWFhXjy5Emh33mnTp3EokWLhEajERUrVhSnTp0SQgiRlpYmunbtKoyNjYVKpRKBgYHi8KFDYr+hoXiVH+Lp/6nVQgQEvOcv/b+NxMREYWRkJCpUqFDke3JycoRKpRK7d+8Wn3zyiWjevLnw8/MTfn5+Yvv27aJWrVoCEEuWLBE3btwQ7u7uQgghJkyYIFxdXYWhoaF4+vSpEEKIQYMGiXHjxolatWqJzZs3i0mTJgljY2ORm5v7h6/h+vXrwsbGRtjZ2Qm1Wi0UCoUoUaKEaN++vViwYIE4ffq0+OWXX0Tt2rVFu3btxOPHj0Xjxo1Fhw4dRFZWlmjbtq0oVqyY0Gg0evsdPny4+PTTT8X48eMLPW5ubq5Yt26dcHR0FDVq1BAlS5YUmzZtEoAoXbq06Nu3rxg+fLiIjY0VHh4eYvDgwcLHx0fMmjXrd1+jRqMRzs7OIiwsrMj3pKcLoVRmF7hddX8KhRB9+/7uQ3808Pf3Fy4uLsLLy0vs2bNHXLx4UahUKnHkyBHpPXZ2duLx48d/+lgrV64UDRs2FFqt9k/v602MHz9eTJ8+/YPu8+/Gs2fPpOfv008/FZs3b/67T+lvhYuLixg+fLgYMWKE9JpuXNHNoa6uruLWrVvS9s8//1ysW7eu0P29fPlSWFhYiLi4uHceNzo6WhQvXlwkJiYW2HbhwgVRrFgxYWZmJpydnYUQQmi1WiGXy0WDBg303qvVaoWNjY3ePKzVaoWlpaXo3Lnzuy/+PXHu3Dnh5ub2QfYlRP4cV7ZsWRERESHi4uKEpaWlSE5OFq9evZK+u9WrV4vu3bsLIYRYvHixGDx4sFi8eLEwMjIS169fF9nZ2R/sfP4XsXPnTtGxY8cit69cuVIMGDBAuLu7iwsXLgi5XC6t44QQIi8vT3h6eordu3cLIYTw9PQUpUqVEvfv3xfbt28Xpqam0jp2+vTpwtraWrRt21asXr26wLEOHTokmjRpIoKDg0XlypVFamqqMDY2ltaEheHVq1fCx8dHKJVKoVarxfTp04Wfn58wMTERCoVCqNVqMXz4cNG9e3fx6aefCrlcLoyNjcXevXuFra2t6N+/vwBE5cqVhbW1tQCEjY2NaNq0qejYsaO0hhk1apTo1auX6NOnjxg8eLDIyMgQ5cuXFwcOHBBCCHH//n1RpkwZ6by2b98uypYtW+C5e/TokbCxsREnT54UlpaWomzZsnr32MiRI8WwYcOEk5OT8Pb2Ftu3bxdC5K/Nhw8fLmrXri1sbW2FRqMRFy9eFO7u7mLrya0CP4RsmkzIpslE001NxYOUB+/62T8Y/r/iRz6NApBK30qlUqqQnTp1CrVaTdmyZXn+/DkHDhzAzs5OUg+EfD+9SpUqER0dTfny5Xn69CkGBgZkZ2dz7NgxPZEXjUbDpUuX9KiPV69e1ZPBNTU1ZezYscjlcvLy8jh8+DAjR47E1NRUr5lVh9atW1OjRg1u375NWloaISEhKJVKMjIySEpKom3bttJ7k5KSsLGxQQhRIJtuaGjIDz/8wMiRI0lKSpKUnVQqFXK5nDZt2rB48WLy8vLw9vYmKCiITZs2sWvXLgwMDMjKyqJNmzbIZDLkcjnr1q2Tqnhv4ubNm5w+fZqBAwdK5tb29vaMGTOGsmXLEhoaio+PD0OHDqVHjx6EnTpFh7w85hsZkQAIlQqMjMDNDbZsgeHD/+hP/z8FXY9fYf48OhgYGFCxYkXMzMy4ePEivr6+5ObmcvLkSYQQEl1xx44depnoWbNm4ejoSE5OjpSNnjhxImvXrmX8+PFMnjyZkSNHkpOT804Bgt9C5cqVOXXqFEIIHBwcpIp4w4YNefLkCSNHjsTT05Ps7Gx++eUXatWqxZgxYzAwMKBRo0YcPHiQkSNHSs+WDm9X/Ar77vr27cvdu3fp27cvaWlpDBgwgLJly7J582aCgoI4c+YMhoaGnDp1ir179/L06VNGjx79u6/xwIEDmJubS2athUGt1qJSLQUKV5VUq6GQQvi/Broev2LFinH9+nVMTEywtLRk8eL/mKB/CLongJ+fHwkJCezfv/9P7+tNfIzCLjpT4bi4OM6ePftBxTr+idAZub+pzq3z4hRCkJOT895UT8hv1+jQocNvWo24uLjQtWtXyW/1TVSvXp0dO3YA+RUPHW1TrVZLnr46yGSyAn1+MpkMLy+vD9bn96GrfVu2bKFChQrUqVOHNWvW0LlzZ4oVK0ZwcDB16tShRIkS7N+/X+rvCw8Pp3r16sycOZNKlSpRuXJlDA3fTbP/p+O3evx0LTlNmjTh5MmTevPm69evUSgULFq0iHHjxpGTk4ObmxvZ2dmSRViJEiVo2LAharVaUke1tbUtlO6pYz60bt0aKysrFixYIBmjFwUTExP8/f0xNDTEyMiI5cuX07VrV+Lj46lduzavX7/GysqK4OBgQkND0Wq15ObmMnnyZNLS0nj8+DEKhYLx48eTmpoK5Iu7ZGZmsnXrVok9NWPGDMLDw2nTpg0HDhzg9OnTrFmzhq+++or09HQ9mqeOPbRnzx6KFy8unatGo6FXr16MGTOGrVu3otFoWLt2rXSPJSQksGHDhl81F1TEx8fToUMHEhMTiYiIIC4uDnt7e1q2bIlcLpfGWP9x/sh+lLHJfRNNIptwrPcxylqWff+b4E/g/wM/8gdChUIhNakqFArMzMxQKpUkJiZibGzM69evWbRoEd988w22trbk5eVJD5OdnR2NGjViyZIlLFy4kLS0NJRKJVlZWSxZsoROnTpx9epV7t27x61btyhVqpQUbMJ/qJ5vws7ODl9fX+RyOWlpaezbt4+rV69iZGRUIPDz9vbm/PnzVKtWDWdnZ7Zu3Ur79u25d+8eQgg9IRadSIZcLi+0ydzHx4fu3btLC+KYmBiys7MxMzNj8eLFUql/2bJlDBgwgJ9++glbW1u0Wi1ffPEFr169QqPR0KlTpyIng9mzZzNy5EjUajUzZsxAoVBQo0YNZDIZJ0+e5PXr17x48YI2bdqg1WpZu3YtGmB2bi5VS5ZE9ssv8Pgx3LoFH9HC5H0CP8ine8bGxmJmZkb58uWJjo7m1atXJCQkSGqrt2/f1luQyOVydu7cCfxHqKdMmTJ0796d8PBwPDw82Lx5M40aNWLu3Ll/6jpcXV05evQoycnJJCUl4e7uzoIFC/Dz8+PChQskJiayZMkS+vTpg62tLa1ateLIkSPcvn2bvLw8HB0dC0ikJyUlvTPw08HQ0JDBgwdz8+ZNXr9+TUJCAmvWrMHJyQkHBwc8PDwYO3YsZmZmVK9enU8//VSaON4XixYtYvTo0UVS/LKzs+natSsZGeMoWXIbRkZaIB3IxNRUYG8PJ058FG2pfxgKhQKVSoVarZYCP4VCwfXr17lx4wbw4QI/pVLJd999xzfffPObz9b7QpfA0ykzfyw4ffo0devWJTAwkA4dOhSq3vxvQs2aNUlMTCQ6Olqa+95MZh47dux3BX7wH5GXtxOvb2PatGkEBgZy7969AtuaNm3K8OHDkclktGjRggcPHmBqalqomElhfX6enp4fJPATQnzQwC8vL4/Zs2czdepUcnNzJQsHQPLuy8zMJCwsjBYtWiCEICIigvv372NsbMyQIUM+yHn8r+O3evwMDQ3Jzs6mcePGnDhxArlcLs1XOjpm06ZNcXV1ZcWKFbi5uZGTk4NMJsPOzo74+HiWLl3K4sWLef78OU5OTqxbt46HDx/qibyAvmbFd999x4oVK3B3d//Na7CyssLU1BQHBwdUKhXdunXj0KFDhISEYGxszJ49e3B1daVYsWIYGxtTq1YtoqOjEUIQEhKCTCZj48aNUh+nRqNh4sSJekG/iYkJq1atYsyYMXz//ff4+flRtWpVmjZtysSJEyVFz+TkZNq3b8/SpUsLrMXnzZuHUqmkfv36bNu27VfF7qbS9sWLF9OtWzc2bNhAyZIlGTRoEAYGBuzcuZMWLVpw9OhREhISpP6+iIgISpQoQVRUFB4eHjg7OpOa9PvWIH8W/x/4/QpDQ0NJvUsX+CkUCrRaLampqWRmZtKiRQscHR15+vQpeXl50oOkqwC2atWKsLAwXF1dUSgUODg48PPPP5OcnEy/fv1YtWqV9JDokJmZyaNHj6Qsog46eeajR48ik8lISkril19+ISMjo8Dg/uTJEzIzM4mOjqZp06bI5XKOHz+OpaUlxsbGep5sOnEXuVxeoM9Ph5kzZxIWFkZISAiLFi0CYPny5RL3GeDo0aNkZ2ezdetWEhISmDZtGlFRUSQmJqJWqwkICNDfqUYDDx7w4NAhLoaEYG1tjaenJ+fPn5f6exYuXMiVK1fw9fXl6dOn1K5dm+nTp5OSkiL9FuMnTYLSpcHW9g/8yv/bUCqVUmbrXdCZButU565fv079+vW5ceMGKpUKmUxGampqgQWJbjGyceNGSZhgwoQJ/Pjjj4wePZq5c+cyefJkHj58yM2bN//UtXh6enLo0CHS09O5fPkyLVq0oGnTpoSFhaFWq6lbty7ffPMNV65cITw8HGNjY169eoW1tTV+fn5YW1tTvXp1hg0bxtatW3n27JlUeX4fXL58WZJgr1SpElevXkUulzNs2DDWrVuHg4MDy5cvx93dnQYNGrwze/omLl68yIMHD+jUqVOh21NSUiSzZVtbG3r2vEOPHmOAwVhazmbNmngeP4ZCtI7+VVAoFBgZGUnBnlqtJisriyFDhkhVvw8V+AG0aNGCsmXLsmrVqg+yv5s3b2JnZycxQz4WhIeH4+vry4YNG/jiiy/+7tP521GzZk0uXbpElSpVJP/RN6sBmzZtKjDOFmbn8CZ8fHwwNjaW/PqKgo2NDaNHjy6y77pWrVpUrFgRIQSffPIJarW60CTW2xU/ACcnJ9LS0nj6J9Wwb9y4QW5urp7y4Z/Btm3bsLe3p379+gQFBVGxYkU8PDxISEjgzJkztG3blpMnT1K1alWsrKyIiYlBoVCwevVq0tPTixyXPzboevyKSh7oKn4NGzbk7Nmzkm8joMfoWbhwIXPmzMHe3p7c3FzkcjlmZmZotVpevXpF586diYiIIDMzU9K1aN++vXTfCCGIjIyUmA81a9bE2tr6vdRUdYJEzs7OjB07FoVCwZAhQ9i4cSOfffYZDx48ICMjg+fPn9OnTx8+/fRT5HK5FFh5eHigVqtJSkoC8hOuU6ZMYe7cuYSGhkqCh82bN6du3bqEhobSrl07hg0bxsKFCwkKCiIsLAwnJye6detGx44d6d69u945RkZGsnTpUtavX4+fnx+AXu9tcnIya9eupVmzZjx58oQLFy4wYMAAAAIDA3Fzc8PV1ZVLly7xySefSImKEydOkJeXx/jx47Gysvqvq8/+f+D3K9RqtSRMoRMe0Amy3Lt3j8zMTCmjcebMGaksDv8pu0+dOpUVK1YwY8YMnjx5wrNnzwBYu3YtAwcOZOPGjUREROjRg27cuFFoWdzExISMjAw8PT3Zu3cvCoWCrKwsXr16pSeDn5eXx9SpU7GwsMDX15c1a9bQqFEjgoODiYuLk5pXdXjTx6+owM/U1JRVq1YxcOBAAgMDMTc3p1evXrRu3ZqYmBjkcjn9+vXj7t275OTkUL58eQICAoiPjycvL4+dO3f+J1Ocmgpz5oCdHaJSJWxbt+Z6cjJVx46lnZkZo0ePZtSoURJFcffu3djZ2UmZklWrVmFmZgbkV62++uqrP/Mz/09DV/F7UwioMLwp8BIVFYWXlxcODg7cuHEDuVyOubm5VM3NzMyUBvysrCwUCgUjR45kxIgRREREULp0afr06UNwcDAtW7bk2LFjlCpV6nf52RWF6tWrExwcTHZ2tiTq0rlzZ8mDT4fatWszfPhwtFotXl5eLFu2DHNzc7788kscHR0JCgri5s2bBAYGsmPHDubPn09YWJieBcvb8Pf3x93dnQoVKpCdnY1KpcLe3p4pU6bQtGlT3NzcqFq1KtWrV6dTp074+voW6vl0+zaEhEBoKCQk5Gf3vv7660JpLE+ePKFevXp4e3vTunVrjI2NqVmzJqGhe7CwOICDwwFcXZ/zkWmB/CEolUoMDQ15/fo1Dx8+RC6Xk5mZycCBA9mzZw9xcXEfNPDTjd0zZ878IJPsx2jjkJ6ezp07d4B8OljdunX/5jP6++Hl5cXdu3fx8fGREsMGBgbS3B8REfG7K34ymUyy1PktjBgxgsjISM6cOVNgW3Z2NhUrVmTQoEFkZGQQFxdHZmZmgXm9sIqfXC7H0dGRffv2/eY5vAu6at+HEDjSaDTMmjWLqVOnAkgWDpDfutC6dWtMTEz0bBzCw8OxtrambNmytGrVShL6+NhhamqKTCYrVGwF/lPxs7S0lIoKOiGgt4WKOnfuTGhoqMRik8lkelTSihUrEhkZiYuLC7m5uSQmJuLt7c2GDRuIiYnB2NhYTz1V52v9tnpmYdeQnZ1NSkoKw4YNY9myZWg0GmbOnElcXByvX78mIyMDIQRjxozh+fPn5ObmUq1aNXJycujSpQuJiYlShc/CwoLs7GySkpKYNGmSZLc2ePBgfHx82LhxI507dyYyMpKTJ0+yZMkSjh49KjH93mY6paen06NHD77//nv2799PXFwcEyZMwMHBASEEUXFRjFwyksadG7N161aqVKlCy5YtKVmyJDExMfzyyy88fPgQNzc3ateujZmZGY8fPyYzM5Pbt29jYGBA165d/z/w+zuhUqmwtLTk9u3b0gJcp5D4prmwh4cHXl5e5OTkSItrneFluXLl6NixIxcuXMDW1hZzc3NKlCjB8uXLcXBwoHbt2hw/flyv4vd2f58OusAP8lW+1q9fL9Ezjx8/LmXF169fT4kSJaQqkS4QVKvV2Nvbk52dzahRoySvE13F712BH+RnyN3d3UlNTaVLly4ADB8+HCEECoWCBQsWUKpUKcn3RUdJrV69uiR3TWwseHmhnTEDEhORZWVhotViBFRJSWHC2bNMeMNGIy0tjdOnTxMbG0vNmjXp168fvXr14vXr12i1Wry9vd+74vNPhK6q+VuBn67iV6NGDSIjI6lbty5arZZbt24hk8kkharr16+jUCgkldDMzEyMjIzIyMhg06ZNdOrUiZiYGMaPH8/GjRsZPHgwK1euZMCAAYSEhLwzsHpf+Pr6snv3brRaLcuXL2f69OkMHTpUr/Ki1WpZunSppAK2ePFiZs+ezbRp03ByciIoKAhTU1N69+6Np6cnz58/Z9y4cdja2lKtWjWGDh3Kli1buH//vuSDeP78eQYOHMjKlStZtmwZZcqU4fz584wdOxZvb28CAwNp2rQpixYtIjw8nIEDB9KgQQMuXLiAVptvru7mBtWrQ5cu+YxiBwfBrl29qVp1UIHrvHbtGnXq1KFv3774+/tz5swZUlJSqFKlCo8fP8bNze1vGeD/V6FQKDA0NCQpKYkKFSrw8OFDsrOzKVasGN26deP777+XAr/fosS9Lzw8PGjXrh2zZ8/+0/s6d+7cRxf4nTt3jqpVq7Jt2zY+//zzj06t9I/AyMiIypUrY2trq+fnp1KpUCgUxMfH/+7AD6BXr14cPnxYqlYUBWNjY2bNmsWYMWMKPAc6H79vv/2W1q1bSyykt/v8ypcvT2pqqt6xhBCUL1+ePXv2/OZ38C4EBQX9aZpnbm4uly9fZvHixTRv3hyVSsXZs2d5+vSpFODpaJ5CCA4cOCDR5kJDQ4mJiSE3N5c+ffr8qfP4p+FddE9dxQ/yvfqEEKjVamQyWYE5aPr06Rw5coS8vDxp7fH2vo2NjQkKCkKr1aLVaqlXrx7+/v506dIFT09P6X1arZZ79+7RvXt3ZsyY8c7zNzU1JSsrSzqfLl26sGvXLl6/fs2lS5dQKpXExcVhaGhI//79CQ4ORiaTERUVBeQnWqOjo2nevDmQ32KSmJiIh4cHZ86c4cWLF6xevRpXV1fCw8ORyWQ0btwYa2trvvjiC4lddeLECbZv3y71BeowfPhwGjZsSJ06dZg0aRKmpqaMGTOGjVEbcQxwxHedL5tzN7O/9H5+KvET5xLOSbTkrVu30qlTJw4cOEBGRoYezVNXOW3RogVyuRwrKytevnz5Tn/PD42PdxX9O2FkZETVqlUJDw+XgiKdZcHNmzf1BvZmJULRiwAAIABJREFUzZoBSMbAusAP8n301qxZQ79+/UhKSiI3N5esrCxCQkLo168fsbGxeoGermLzNkxNTaVSNaDnKaJbKC9evJjp06fTvn17rKysCAsLw87Ojrp167J37166dOlChQoVyMrKombNmty4ceO9Kn466CptOhGLLVu2IJPJkMlk5OTkcP/+fTp16oSXlxfly5enVq1a2Nvb4+zszMxp00ivXp28x4+RZ2cX2LcMUAOWP/4Iv1YwDxw4gK+vL2fOnGHNmjVMnTqVixcvkpubi0aj0fNM+RihE8X5rcCvVKlSaDQaypQpQ1RUFHXq1OHmzZsolUrS0tIkjvr27dv1FiVZWVkYGxtz+/ZtWrRowZQpU2jZsiUqlYp+/fqxadMmvvzySx49eoRMJsPf3/+DXJfO9wZg0qRJLF++nO+++45vv/0WIQSHDx/m5cuXfPvtt3z//fd88803ks2EThjp1atX2NjY4OnpSUBAAOfOnSM5OZlly5ZRrlw5goODadCgASVLlqROnTrk5eVRrlw5rK2tadOmDY8ePaJ48eLMnj2befPmcfPmTWxtbXn+/DlZWVnMnz+fNm3a0KJFK+rWjeerryA6GjIz84vWqamQnS0jL685rVub8qb+zcmTJ2natCkLFy6UemNPnTolTVwymYz69ev/f+D3BhQKBQYGBiQkJFC5cmVu3LghGWGPHDlSMhU2MDB4Zy/L78WMGTNYv369Hgvij+BtS56PAeHh4dSuXZvt27f/6xbR70LNmjXJyckhMjJSSrCam5sjk8nIy8vD2Nj4vewc3oSVlRVt27Zl06ZNv3n8Xr16kZWVRVBQkN7rusBPJpOxcuVKycdOl6DVQSfY8SbdUwiBo6Mj58+f/8Nj0r1790hISKB27dp/6PMAiYmJBAQEcOTIETIzM7G2tubnn3/myJEjDBo0CKVSyb1793j06BFNmjThypUrqNVqSZDj4MGDkrXRm31X/wa8y9JBV/GD/PlXo9GgVqulFp831362traMGTMGgEePHgH6a1odnJ2dqVKlCn369OHw4cPUqFEDuVxOWFgY27dvRwjBgwcPsLS0ZNasWezYsaNQFo0OSqUSAwMDXrx4Ib3WuHFjDh8+TFZWllS9btmyJVZWVsTFxVGhQgWCg4MBCAkJoX79+lhaWgL5xZKOHTvyzTffSHoYPj4+DB8+nO3bt5OQkEC9evVwcnKicuXK9O/fn9zcXDIyMhg4cCA//vgjt27dQqvVsmvXLsLDwwkICGDEiBHI5XJWrVrFnDNz+OrgVzxJe0JGbgaoIFubjaa4hoT/Y+/Mw6Is2/f/mYVhX2VXENxAFEVRSkUtNfU1VNRKzS3LpTQ1960sSX3N1BYXNC3Tct9wz11DXEBEzcQFRHBBdkQYmGFmnt8fNHfsYm+/b+9bnsfRUTHzPDMM89zPfV3neZ1n53SSrZKRJEnIPL28vDh9+rTI0d62bZvI25w7d674HCwsLKpkb/9/4Hnh9xtUKhUBAQFlCj8vLy9UKhV5eXllijATExPMzc05d+4cULY74uHhwZtvvkl2djYKhYLc3FzkcjmLFi3CwcEBExMTrl69Ks5VmbELlGX8jAgJCcHBwYGioiKcnJyYO3cubm5uHD9+nKCgIIqKipg9ezYymYyIiAhCQ0Np3749er2eDz/8kJdffpni4mIRhF1dh8HYWTMzM2PRokVER0fz1VdfYWNjg5OTEzNmzCAkJISOHTty//59Hj58yPbt21m+fDnjxo3jxuefIz16hPJp3Xq1GmbPBoNBaPrNzc0JDAzk3XffFfJbMzOz/+gG87+Cp/1doKRAbNasGUlJSXh6eor8PD8/Px49ekS9evUAOHbsmJidgpINibW1NfHx8QCMGTOGbt268dprrzFx4kQ2bdrEkCFD2LNnD506deLrr7/+09iWHj16CInyqFGjWLduHXv27OG9995jzpw5WFtb06NHDwDeeecdDhw4wFdffUW/fv1YtGgRKpVK5DMZYWZmRtu2bZk8eTLbt2/n/v37XLx4kby8PGrVqsX8+fNxdnYmIiJCGBTduXMHSZJwdXXlyy+/5PLlyzRu3BhJkjh48CCStIxz56ypmuyUo1bDmDElBi2bNm1iwIABbN26lQEDBgCQkpKCRqMRDL9eryckJOR54VcKxpu+sfAzzvmp1WoaNWrEiy++yIYNG/5UuSeUbJYmTZrEjBkz/vA5Hj9+zN27d/H39//T3td/AyIjI1Eqlfj7++Pl5fVXv53/Ghibpl5eXiL/zsnJSWyec3Nzn5nxA4Tc82lrrFwuZ/HixcyYMaNMxqux8IOS+0bHjh0xMTHh0KFDLFiwoMw5ys/5SZKESqXipZde4uDBg099r5Vh9+7d9OnTB4VC8YeO1+v1bNiwAbVaXWau3ThrJkkSBQUFbNy4kQEDBqBUKsuwfQkJCWRmZuLr68ugQYMqMDZ/d1RX+JmamorCr127dqLwM+4tykuHjdl2xsy8qlxDR44cSXJyMk5OTty7d4/4+HimTZtGWFgYb7zxBj///DPNmzfH0dGRKVOmVJsLDCUEh1GNZkRiYqJQxclkMm7fvk3jxo2xtbUlPz+fhIQEoKThmp+fj9lvgbimpqaoVCqWL19Ov379KtxrZTIZ69at49ChQyxevJjCwkLs7e2ZNm0asbGxHD9+nJ49e2JnZ8fgwYPp0KEDy5Yt46effiI4OBiPlh58fvZz1MWVp0pLSom397xNZHQkWq2W69ev88ILL+Dg4ED9+vWRJIljx47h4eGBk5NTGcLn/3pv8Lzw+w1GSceZM2dQKpWi8LOzsxNmGUao1WocHR3JysrizJkzODs7k5mZKW4Es2bNYtu2bbRu3VpsMo0DnYGBgSLawWAwcPXq1adKPY2wsrLCwcEBb29v7ty5Q2FhIcnJyZw4cYLExET0ej1vvPEGd+7cIS0tjRdffJHevXtz//59BgwYwIYNG5AkiWnTpiGTyapl/M6ePUthYSGvvfYazs7OdOvWjQ4dOmAwGOjRowerVq3Cw8ODkydPUlhYyIIFC/j666/x8vIiLi6OlfXqUWO1fX4+hQcOcOzYMc6dO4dCoWDVqlWsXr1aLFShoaE1Pdv/NGrCxEJZueetW7fw9PTEycmJtLQ06tati0Kh4O7du2UYP7Vaja2tLbdv3xavsWTJEszMzPjkk08YMWKEYNwMBgNZWVlPNSB4FvTp04eVK1ei1+vp378/P/74I3FxcVy+fLlChENQUBAxMTFcuXJFMJwlhVn1myRbW1uSk5MJCwvj3Llz/PTTTxQVFdG+fXu2b99Ohw4dcHZ2pmfPnixYsICEhAQWL15MbGwsL77Yh5ycXpRw0dWjsBCGDk1jxowZHD9+nJdfflk8dvbsWZycnHjhhRdEhIDxBlC6u/lPhkKhQJIkzMzMqFevXpnCD2DSpEl88cUXNG7c+E8t/AAmTpzIhQsXykj3ngUxMTG0aNGiWrvy/zUUFxcTExNDbGzsc1OXcggKChKSeuN3xhjcDIi5HSNqWvgZXbtLR0VUhc6dO9OoUSPCw8PFz4qKisSmF0rWPk9PT+zs7Fi8eHGZyIjyc36SJCGTyQgNDSUiIuKpr18Z/lM3zxs3bpQpZMtDkiRiY2OFzBMoE+MwY8YM3N3dOXDgwD+Soa4u0kGlUonP1sLCAqVSiU6nE2tWeYmvmZkZJiYmbNiwAYPBUKWMtF+/fsTFxdGvXz+8vb0pLi7m66+/Zs6cOXh5eTF+/HjRjBg/fjwxMTGVzqcaYWNjQ15eXplmd3h4OM2aNUOpVCKTycjNzeWrr75CpVKJMSJnZ2c8PDzIysoSr6dSqcjNzaV///706tWLwYMHV2iie3l5MWPGDHr27Enbtm0pKChg1KhReHh40KZNG27duoW/vz/9+/fHwcGBsLAw8vLyiI+Pp8+iPmh0FdVrpSGTyZi7ey4DBw4U15WxUbFnzx7UajWJiYkMHz68zHH/13uD54XfbzA1NcXd3Z0nT56Ql5cnbOWN8onSRZharRbze5MmTUKhUGBnZ0dGRgZQwgAOHz4cU1NTUaQBbN++ncGDBxMREUFWVhZJSUnY29uXiXYwwlj4ld7oWltbo9frxbyQXC7Hzc0NvV7PjRs3sLOz4969e0RERNCrVy8UCgWtWrUSdLybmxs+Pj5cuXKF/Px80tLSqvw8vvzyS2QyGSNGjKCwsJCioiKePHmCRqMRFrgnT57E3d0dMzMzpk6dikaj4cKFC+zevRvbZ3EL02q5tXMnPj4+XLx4kQ0bNmBqasr8+fOF6cufJTv8b4fR2fNpMBq8GAuk9u3bYzAYSEtLo06dOpiamgp3udJST2tra5ycnISkQ6FQsHnzZmJiYrCwsGDbtm307t2b+Ph4PD09mfUnh80NHDiQJUuWUFhYKHJ/ZDIZ+/btq9D5c3Fx4dixY7i5uSGXy8nMzGTjxo0Voh5KY8uWLeJ1Hj16xJtvvomHhweLFy9m2rRptGnThri4OIYNG0ZWVpYYAu/Xrx9JSV1RKmvevU5NteG776IrMD9RUVHo9XqaN2/OtWvXsLW1RaVSPWf8SsHY4HB2dsbFxYVr165hYWEh1tmOHTtiaWmJJEl/euFnYWHBggULmDx58h+aq/g7GrvExcXh4eHB+fPn6dev31/9dv6r0KhRI7Kzs2nWrJko/OrUqSOYrrt37z6Tq6cRMpmMUaNG1cjkBWDRokXMnz9frJOlGT8o2R+Ym5szc+ZMbGxsGDduHIcPHwYqZ/xkMhk9e/bkyJEjQhVSU9y/f5/bt2/z0ksvPdNxpXH79u1qCz+dTselS5dQKpUEBgaSmppKQkICwcHBpKWlceDAAdq0aUOtWrX+dux7TfC0GT9NqREb437A1tYW+D3SoTSUSiUajYbNmzdXWVSamZkxaNAgDAYDmzdvpn79+hw6dIiZM2ei0+lo1qwZUVFRQp48b948pk6dWmXD1vidzcvLA0p8CRITEzl48KCIb/L29katVvPo0SNhPpWbm8ujR4/IysoS5i4mJiaCoFm0aBF5eXmVznM/ePAAg8GAnZ0dbdu25e2332b16tXMnTuX2bNnY2Jiwrp167C1tcXe3p45c+awY8cOcu1yMVD9/aKguICoR1E0btwYR0dHzp07R0hICJIkMXPmTNzc3NBqtRXyg58zfn8RjB2S4OBgkpKSBONnlA+UvoiMhZ9x07B58+YKmujp06cTGxtLSkoKZmZmuLq6cuvWLV5++WV69uzJ999/X6WxC/wuhSoqKhI/M9rfpqamkpubKzaWzs7OaDQa6tWrR1xcnJB5Qsk8mCRJ7Nixg6ysLFxcXDh06BAqlYru3bsTGxtb4bV1Oh379+9HpVKxa9cubG1tWbhwITExMWi1WnHhQMmFapxvcnFxYfHixfTs2fOZ9cqxFy8SHx+Pq6srnTt3ZvPmzUiSxJMnT7CxscHV1fWZzve/CqOx0NNQmvGLiYkhODiYe/fuiVgEI2QyWRnGz8LCgsaNGwu5J5Qsvvv27WPNmjW8/PLLLFmyhLlz52JqakpMTEy1DYI/grfffpt58+aRmZnJ4cOHGTRoEC1btqRjx47CCdcIlUrFkCFD8PX1JScnB41GQ5cuXSoYGBixYsUKYfP8+uuv8/bbb5OWlkajRo2YPXs2v/76KzExMbz22mssWbJEDIGHh4eTnt4Kna7mLI6pqRm3b1f8XkZFRZGamirCnY2zws8Lv99h7EA7OztjYmJCbm4uZmZm4rsqk8mYNGkSFy5c+NMLP4A333wTg8EgGgXPgr9jcPuZM2ewt7cnNDRUNNueowRyuZxWrVphZmbGmTNnkCQJLy8vJEkSubrG761er0er1ZYpyKrDkCFD2L9/f426/U2bNqV3795Cxlm+8LOyshL3jxMnTmBqasobb7xBbGwsvr6+3L9/X9yXjYWfk5MTAQEBHD9+/Jk+k4iICEJCQv4j1rsm5kGZmZkMGjQImUzGgQMH6NatGyYmJixcuBAHBwfy8vL+kWwfPH3Gr3RRbWZmRl5enmhIGMmI0pDL5Tg4ODBr1iwcHByqZBNHjhzJzp078fT0pFatWrRu3ZrY2FgSEhKIjY3l+++/x8HBAX9/f+zs7CgoKKjSRMjKyqpM/uSqVato3749hYWFBAcHY2VlRd++fUW8mfE7I5PJ6NixYxlXT5VKJQo/Y47eqlWrRPMDSkYz9u7dy759+zh8+DC9e/dGq9Vy5MgRXn/9db744gs2bNhAcnIyn332GUqlkhkzZhAQEICdrV21fw/xWZuaifiGpKQk2rZty8GDB8nKykKv19OkSRNhHGnE88LvL4LRBSk4OJg7d+6g1+upW7cujx8/FhkoRh26UTKXk5PD0qVLmTVrljCKMMLZ2ZnRo0fj4uIicsIMBgN37txhzJgxhIeHc/ny5Urn+4woL/e0trZGo9EQHx/PhAkTGD16NObm5qSkpODv78/NmzfZuHEjV69epVOnTkDJxezu7k5ERATp6enC2MXOzo6PPvqI7t27l8l1gZJQ2uLiYnx9fdm1axeDBg1Co9GI4vfOnTvcuHEDnU4nclyOHj1KdnY2fn5+jBgxAnnjxjX+7CWVil3x8TRv3pz+/fuj1+uZO3eumOsaPXp0jc/1v46azik0adKEGzdu0KRJE27evEmrVq24ffs2rq6u/PLLL2LR12g0ZQo/c3PzCoUflMym7tmzh5MnT7Jt2zaCg4NRKBQolUo+/fTTP/eXBMaOHSuaHtevX+fzzz+nf//+lcYqZGZmEhAQQJ8+fcQGqV27doK1LP2869ev8+677zJp0iTs7OwYMWIEVlZW2NraYmZmxjfffMO4cePIzc1FkiTS09P55ZdfePjwIcXFzzYjYjDIKE8+Gi3xPTw8iI6ORq/Xi3mF54Xf7yjN+GVkZNCkSRMMBkMZ5uSNN94gLS2tzEz0nwW5XM6SJUuYOXPmM7EdkiT9LRm/yMhI7t27x7Bhw/7qt/JfiaCgIO7evYupqSkJCQk0aNAAvV6Pvb09Op1O3KeNbF9NHVFr1arFq6++yg8//FCj54eFhfHtt98KF9zyjJ9cLic3N5f69etz5MgRoMSMLiUlhaZNmwpHRGPhB/whueefEdreqFGjah9XKpVER0czaNAgABHjcP/+fb7//ntycnKIiYkRpnf/NNR0xg9KXDmN/298rHyDWSaTkZqaSqtWrTh+/HiV527atCmenp7I5XJhcOjg4MD69euRJImhQ4fSo0cPfvzxRyZMmICLiwvTpk2rNJ/Y2toaS0tLcnNzefLkCZs3byY+Ph6tVkujRo3QaDSsX7+ewsJC2rZtK4gQd3d3XnrpJQoLCwUDrlQqy6iG3Nzc2LJlC8OGDePu3bvExcUxYcIEIiIihNna/v37Wb9+PWFhYRw6dAhXV1ciIyMZO3YspqamrFixQhg1dfbujFJW/R5BaVDS2aszu3btwtramu7du6NQKJgzZw5OTk5kZGQwadKkCsc9l3r+RTC6IAUHB5OQkIBOp8PT07MM22HcgKjVaiwtLSkuLqZp06YEBQWRnZ1d4UKZMmUKaWlpoiBUKBTMmzePF154ARsbG44ePVol4wcVnT2N/5+Xl8ekSZNYt24dL7zwAjKZjISEBN566y1++uknmjdvXkb77+Pjg4mJCZcvX6ZWrVpAyUVev359FixYwIwZM2jdujVDhw6lS5cuvPbaa+j1euLi4rCysuK7774r46hpY2NDkyZNWLx4MV9++SWWlpZs2rSJRYsW8f7779O7d28sP/4YbQ27no+1Wi7Y2lJcXExISAgbNmzAzc1NhITOmzevRuf5O8DYQX2as6eVlRXu7u6kpKTQpEkTsrKyUCqV2NnZcerUKerUqQNQphtdFeNnRGBgIN9++y0Gg4EPP/yQhQsXYmFhwffff09mpo7ERKiCaHtmGIPdPT09uXXrFgMGDGD69Ol8+OGHdOzYkejoaPHcrKwsHB0dcXZ2ZuLEiSJHq23btmWKAqNzaHFxMUePHuWbb77hxIkTODk58e233/Lxxx+zbt064WhnYWGBn58fo0aNYv369SiVz/bLqVRQrnHHhQsXqF27Ni+88ALHjh1DrVbzr3/9C/i/X9z/m2Gco3ZxcSE9PR1/f3+Ki4vLFH4mJiZMmDABtVotZPR/Jjp06EBgYCBffvlljY9JSkpCpVKJ6+vvAEmSOHXqFJIk0bFjx7/67fxXwjjn1759e86cOYO7u7uwYgeEUqEmjp7lYZR71kTp4ebmxrhx45g9e3aljJ9cLhfNpRYtWrBnzx4R5O3r6yvm/MoXfnv37q3RbDmUOHHGxsYKd/M/Ar1ez86dO3n8+HGVcmuDwSCUTEVFRZw8eZLu3buzYMECevTogbOzM+3atcPFxeUPv4//ZVTmvGlE6TgHKFlvbWxsKCgoEG7t165dK3OMJEnY2dkxfvx4Nm7cKIq6yjBy5EgSExMpKCgQ9+BffvmFli1bsn37dkaMGMGJEyeIi4vDy8uLBw8eVFrwWFlZYWZmRk5ODhs3bqRZs2YkJyczfPhw7t69i8Fg4PLly5ibm7N9+3ah/EpNTeXRo0fY2NgI07jSjJ8R7du3Z9q0aYSGhhIaGioUQcbxrTt37hAfH4+vry8FBQVs3ryZ999/n5iYGFq3bi3mSQE6W3VGV1z9vkyn1zHIfxAqlYq4uDhCQkLEtZWQkIBSqaR///4VjnvO+P1FMHZBWrZsSVpamhicdnBwEMWSUd9fWFiIiYkJtWrV4tatWyxcuJD4+PgKTEWtWrWYMGEC8fHxNGzYkBf0eiaeP09xQACbLSzQVSP1hIqMn6WlpchiS0xMJDExkQsXLtC4cWMsLCyENXRcXBzbtm3jzJkzbN68mcePHyOXy1m7di27du2iVq1aPHjwgBEjRrB161a6dOlCXl4eZ8+eZfDgwWLBmD17NvXq1ePq1atkZmbi7OwMlBR+derUYeLEiYwdOxadTsfq1avF+ywsLKT1/Pk81Gio/jIBnakpnwDvjh3LrVu3CAoK4tNPP6V3797o9XpsbGwElf9PgJHxKy3xrQqlg9xjYmJo2LAhUGIuUrduXWFKVHrGr7rCD0o2AVOnTmXnzp3UqVMHF5cBFBTsw81NRkAAuLuXZNvt2gX/ieHn2rVrhQPXyJEjOX78OKNGjRJ6+1dffVVINIzZkwaDAVtbW44dO0aXLl0oLi6mffv2fPzxxyxevJiwsDDMzMyYMGECGRkZeHt7M3XqVGHCJEkS7dq1Y9myZZiZmREREUFmZiaXLl1iz549LFrkw2/3xBpBp4NS9wXg90Bnf39/bty4AZSwk/Cc8SsNhUIhpJ7Gwq+oqKjC/OaoUaMwGAycPn26xucuLEzizp3ZJCZO5cmTy9U+97PPPmPJkiU1ljP/HWWet27dQq/XM3z48L91Tup/AmPh165dOyIjI3F2dkYul4vPyxgPUlNjl9Lo0KEDOp1OuIQ/DVOmTOHkyZOkpKRUYPwkSSqzxrz00kusX7+enJwcTpw4QUxMDFC28PP29sbd3b3Gr7937166dev2zAWuEcnJyQQHBzN//ny2bduGWq0u0+g0MTHB1NSUpKQksUk+ceIEzZs358mTJ2zdupWGDRtiMBj+sTJPqHmcA5TsKxwcHCgoKBBSbmMsghGSJOHj44NarWbo0KFkZ2dXytJBiUt3QUEBPQb24IMNH/DDlR84F3eO5s2b06FDBy5dusS5c+fo27cvc+fOZenSpaxcuZJ33nmnAplhZmYmxi2Ki4vR6XSMGzeOM2fOoNVq8fLywsvLC3d3d3Jzc7GxsUGpVLJv3z7s7OyE2/uTJ08q+AQAjBs3jocPH2Jvby8yqdPS0jA1NeXbb79l+PDhPHr0CH9/fw4dOkRxcTF5eXl8/fXXQEkTfv78+Yx5Ywym50yhirFUlUxFs1vNiImKoXfv3pw6dYquXbsyZ84chg0bhl6vFzmV5fG88PuLYNREq1Qq6tWrR3p6OgB169YVMzrGhVGtVqNUKnF0dOTWrVvUr1+fF198UTj4lYYxH2XovXscAfpKEqqrV2l0/jw/azTY/GafWxnKF34nT55EkiQKCwsJCwvDyckJpVKJt7c3gYGBFBQUoNfrKSgoYODAgbz33ntERERgamqKi4sLWq2WIUOGcOPGDerVq8eRI0c4duwYP/74I/Hx8bz11ltMnDhRuD/t3buXkJAQPD09adu2LXl5eVhbW/Pw4UP69euHXC5HoVCwdu1a5syZw/3794mKisLW1paLV67wEpApk1FVCaM3N2cNsM7UFDs7O7p27cqPP/6Ij48PFy5cAKB3797P9Hf8X4eR8dNUkn1YHs2aNSsT5N6gQQOys7NFJIZR3mH8DpWXelbVYf7www8JCAjgpZcOkJS0DHgZnU5Bfj5otRAbC0OHwtixf6z40+l0LFq0CEtLS1599VU+//xzBg0axJYtW5g5cya9evVi06ZNvPnmm0ybNo2oqCh+/vlnDh8+zLJly/Dx8WH16tXid1uwYAE//fST6B4vWLCA+Ph41Go1gwcPZuLEiaxbt46wsDBGjBhB3759WbVqFRMmTChTYPfsqaWwsGah9UolhIZCeV+ms2fPkpeXhyRJwmTH2Dh6Xvj9jtJSz7S0NPz9/cnPz69Q+Nnb2+Pj48OaNWtqdF61+hYXLzYnJWUh9+4tJi6uHbm5VbsmNmzYkCFDhvDxxx/X6Px/R5nnqVOn0Gq1z2We1cBoYubt7S2cvCVJEptY4wb8jxR+z2ryYmVlxdy5c4mMjKzA+BkMhgprTN++fVm8eDHZ2dlERESIEY3SctTQ0NAah7n/UZmnJEls2LCB5s2bc/36dRwdHTE1NaVOnTocPHiQX3/9lXr16tG1a1dGjRrFrl27xEbdKPP89NNPGTNmDOfOnSM7O7sMI/NPg5OTk5gbK4/yjJ9CocDe3p6ioiIIMZjeAAAgAElEQVTRrCg/12kwGPD19eX69evMmTMHmUxWpePsjRs3sOhpwQ92P3DS9CRjDozhw5wP0fmUFPDOzs4cPnyY4OBgAgMD8fPzo3///sTExNCsWTPRyLO2tsbExITY2Fjy8vK4cuWK8NnIzs7GxcUFc3NzunbtisFgIDs7mxdffJFdu3YhSRIPHjwQ+5h9+/bx+PHjCvuaadOm0bx5czQajWAHb968iY+PDw0bNqSgoICWLVuyYcMGli5dipWVFRYWFiQkJHDnzh06duzIiRMneO+999Cd0iHfI8dKYwVaMJOZoZKpsMi2IOhmEBO6TxBN84CAAE6dOoVKpSIlJQVJkpg6dWqln+dzqedfhNKa6MaNG5cp/IwWsqULP4VCgaOjo3AZGjp0KImJifzyyy9lzmtnZ8e0Xr0Y9+QJloDRM1Cm15cEmE+ZUpIO/RvUajU3b97k6NGjKHNy2DNvHiOHD6dLly6iCJIkid27d3P9+nW0Wi0vvvgiw4YNEzbcLi4ubN++nbS0NKZMmcKYMWOoW7eu6LA7OTlViA149OgRRUVFomPyyiuvcOnSJY4cOYK/vz9JSUk0VCgIUKtZPWkScz76SNxgmjRpwpgxY2jXrh3BwcEUFxdjbm7OA6WSppLE7Z49KTAxIQ+QbG2RTE2JUSgYbW1N0vjxNGnalKioKLp168b8+fMJCwsTeTJvv/32f/7H/R+CsfCrCeNnNHgxOns2bNiQtLQ0OnXqJOZQASEHMW5KHB0dUSqVVbIcMpmMmTNPkJc3EY2mcpfLggJYvx7Wrn3233Hbtm1otVpCQ0PZsmULn332GTKZDDs7OxYtWoS5uTmhoaHY2tqybNky4uPjsbW1pXbt2vTo0YMjR47w+PFjHj9+zIULF3B0dCQyMhKDwcCYMWOYNm0aLi4uyOVyscCXR58+ffDz8xOuX/Hx8Xh710anGwhUP/Mll5cUfEuXlv25Xq/n/PnzpKWlkZSUhFwup27duuLx54Xf7ygv9WzatCm5ubkVImygZFP6888/l+kUV4WUlM/Q6wvgN/c1g0HNnTvVZ0l99NFH7Nq1i19//fWp5/87Mn7btm2jTp06osH5HJUjKCiInJwcMjIy0Gg0GAwG0tPTkcvlwpWwpo6e5TF06FCioqJYuXIlK1euJCkpqdrnDx8+nMLCwjLKDaP5W2VrzOjRo5k4cSL5+fm8/fbbZYwy4Pc5v6fJTR8/fkxkZKTIXC2Pqo7PzMzk9ddf58MPP0QulzNx4kQKCwvx8fHhrbfe4tKlS5w4cYIhQ4bQqlUr9u/fT4cOHXB0dBSZwk2bNmXPnj1MnDiRM2fO0Lt37z/MOv4dYGTxjHvV0qiM8TM3Nxdz7YCY9zTCYDCIprCDgwNubm589NFHlb72hnMb0LTQoJfpQQX5xfno5Xp+zP+R5NzfHcPDwsL47rvveGPoG1xscJFrPa5R+E4h/T7ox/sT3yfJMon0+ulsur4JJ08nLC0tef311+nfvz8BAQHCvbNr164kJiZiMBjo3Lkzr7zyimD6jJFTwcHBSJJEVFSUeJ8//PAD+/btY9u2bezatYvp06dz6dIlbt68SYMGDRgydAiTp0wmKipKyN2zsrJYu3YtgwcPJigoiNdee409e/awcOFC9Ho9ayatgWUg/0bO4TcPc3v8bZz2OBG3Jw5fX1+0Wi03b96kR48efPzxx4SFhbFt2zbMzMwIDg6u9PN8zvj9RSjdIfHz8xMzJV5eXqKr9uDBA/Ly8kTh5+TkJOSdDRo0wN3dncmTJ1dY/N41N6eqkVCNTseXHTvSsmVLHB0dqVWrFiEhIRybOpXjd+7w0aFD/PvECVr7+/Nq/fostLZmiUrFe3XqUNvVlVmzZvHhhx/y5ptvotVqCQgIIDMzkyVLlhAeHk5ISAharZbk5OQyhaoxKDw2NpbBgwfTtGlTcQGZmJiQkpJC8+bNyczMpK+NDbuTkjhfUMB+g4F3VqzgcmEhm19/HSiZe1m7di0pKSlASbfH398fhUKBX/v2+O/dS31ra/rXqYPs6FGk27fp5+7O9fr1ycnJoXfv3hw/fpzU1FRatGiBu7s7arVauKn9k2CUetZkk2uUevr6+vLo0SOsra0pKiqiRYsWpKamYmdX4kJlDDwt3Y2uTu4JsHSpDWBZ7eur1fDpp2VZP6PU6MqVK+zbt48VK1Ywffp0Bg4cSLt27fD09GTQoEHk5ORw4cIF9u7dS3Z2Nk2aNGH58uV07NgRSZJYuXIld+7c4ebNm6IIbtiwIb6+vjRo0EDIJQIDA7l69apoYhQXF5e5/m7evIW5eRN+/RXKq0CWL19OeHg4kydPxt/fn8zMTDp0eMxLL30HqIGKRYi1NXh4wPnz4OZW9rFff/0VOzs70dHMyckhMDBQPG5nZ1ftTMs/CeWlnk5OTpiYmFRwdYUSKZy1tXUFE6rKoNPlQTnLba22+huq0cnOqM6oChqNhmvXrpX5m/4dcOHChX+0ZK6mCAoK4uLFi7Rt25azZ89iaWmJVqvF2tpaSBX/COMHJezNgAEDyMjIICMjg82bN1cbdaBUKvH392f79u1CjmdtbV1l4Qfw6aef4uDgwI4dOzh69GiZwq958+bo9foKc1/lcfDgQTp06ICNze8pvWlpaWzfvp158+YRFhbGkiVLhEwPSqIDmjVrRmpqqgix3rFjB3q9nu+//54dO3YAJc04I0pn9129ehWVSsWPP/7IBx98QHp6OsXFxYwZM6ba9/pPQFWRDiYmJuh0OnGvMTExQavVYm5ujlarFfl4pWFk/Iz7AmPD/+jRoxXOfzDzIHp5RaZRQuKHq2WNirp160aD2Q1IIAHJXOKR7hF5ffMItwnnoPIgSfWTSGmaQkyHGNQvq5nzyRzatGlDkyZN8PHxITc3l/bt23PixAmgZG4PoHXr1tja2oo9U3p6Ora2tvTp04cLFy5w6dIlJk2aREREBPb29jRu3JiVK1fS9/W+/HDrB7a6b+VUh1MsUi3CbbIbI+aMwNbWlmbNmjFr1iz0ej3du3fngw8+oEePHmi1Wjp16oSrq2vJ3tbVjw4NOuBp50lgYCBOTk4cOXKEPn36cODAARQKBba2trRr146HDx/yxhtvVGn69Lzw+4tQukPSuHFjcnJyKC4uFkwZlDgjRUdHi8LP2dlZFH6urq5IkkRKSkqFjJSCxESqmlIzBerZ2LBmzRquX7+OWq3m9u3bfAZYSBJmOh21srPptXIl2+/cYdKTJ0zSavl3SgqRDx7w3m8D1sXFxRw4cID33nsPHx8fLl++zJYtW1i+fDlTpkwhISEBc3NzLl68iF6vJz8/n8GDB9O3b18CAgLYtGkTV65cQalU0qlTJ959911SUlJoeesWXZcvp5kkYQHYSBKo1Tg/fsxbJ06wq0MHGjZsyMOHD5HJZMjlcl599VWRGXTgwAFSUlJIz8nBp18/aN2a+d9/j729PQ8ePGDPnj24urqKjX9YWJiQXdWrV+8fZy1uXMRqEodhlCQXFBTQokULUlJScHFxQafTce/ePXEu43e0dDe69AJfHunpJXLOmiAtTUPfvvPo3r07fn5+2NjY4O3tzeDBg1m1ahXXrl3Dzs6OkJAQFi5cyJIlS7C3t2f06NFER0ezZcsWYQrUp08fjh49SocOHRg1ahT79+/H09OTOnXqcP36dSF1Lo9169ah1+tp164dq1atIjQ0lKKiYr74Qkdi4ilCQ+vRpg24ukKfPmAkdoxmOEuXLkWv1zN58mQ++eQTTp16HxOTeqhUCzA3T8PCoqTga9MGNmyAhASoV6/iZxEVFYWzszNNmzYlNTWVzMxMunTpIh5XKpVYWVlVGED/J6K01NPYgXZ2dq6U6fDz80Ov1/Pll18+1YDC1XUwcvnvG2+dTsmaNSnCtKgqjBkzhoSEhDLW3+URFxdHo0aNsLSsviHyv4Rr166hVqsZP378X/1W/utRPsjdzs4OCwsLPD09gZI5vz9a+EmSVMbR2WAwPFX14eDggKOjI2t/k11YWVmh0Wiq3EDKZDJCQkJo1KgRkZGRZYyxZDIZffr0eaq7Z3mZ5+3bt1m7di3x8fHi2szPz+f06dOsXr2a999/n1GjRuHn50dxcTHR0dEkJycLB3JnZ2eR0Wt0705NTSUmJkbIOPft20ebNm04evQoEyZMYNOmTZiamtK2bdtq3+s/AVXN+clksjKRDsaMPmODzTgPamzWQ8l3zs/PT4yB1K5dm9DQUCZPnlxh3c3WVC5L1Bq0ZKjLGnEV64s5/+g8kuL3e3exoRiD3AAqSmRwKkAJ+Q3ycRzjSIG6gIyMDAICApDJZGg0Go4dO4ZMJhOZjQ4ODqjVarp16wYgZurnzJlDSEgIPXr0IDw8nKZNm4rXDQkNQfOmhjNmZygyLQJZyXu5lH8JzZsaChsU8vDhQx4+fMi3337L8ePHmTRpEmfOnMHMzIy9e/eyefNmCgoKhAwZSr6zGRkZbNu2jRYtWqBQKFizZg1hYWGsXLkSgJkzq1aePJd6/kUozfjZ2tpiYWFBXFwcdevWJSMjA5lMRnFxMefOnaOwsLAM42cwGETn5fPPP2fy5MllhpUvmJigqSLvxqBUcjg7m8DAQJydnX/vCDg4YLzUDIWFtNTpUGg0GM9iDdSWJBxfew10Ok6fPk3Dhg3p0qULOTk5TJw4kYMHD3L+/Hm++OILHj9+TF5eHjdu3MDb25usrCwGDhxIYmIiAwcO5J133sHV1RWlUkmrVq0ICwvjxM6dLExPpyoxhYUk0T0ykrp6vZgdM7IdxcXFrF+/Hmtra5YvX44kSfTt25dDhw6xatUqfvrpJ8zMzErmAS9exM7Ojnbt2tG8eXM2bdqEQqH4j8Jh/1ehVCqRy+U1KvwUCgVNmjTh2rVrwm7czc2Nixcv0rRpUyHlLM34GaUx1TF+6ekljpU1gV6vJTNTgb+/PxMmTGD//v1cvXqV6OhoDhw4QHh4ODNnzmTQoEG0b9+eDRs2oNfrGTduXJW///79+wkMDKRfv36cOXOG3Nxcdu/eTWFhIeHh4WXkgLGxsXzyySfiuBUrVnDo0BGcnc8za5YMqI1aLePJE9BoYM8eeOEFWLgwigYNGohCY8iQIcyYMYNXXnkFmUzGZ59Nx9R0GevWnaKgAPLy4OzZkrm+qhI3oqKikCQJlUpFYGAgMplMGLsY8VzuWQKj1NM44wclc1RGJ9/SqF27NlqtFltb20rnqEvD0bE3DRsuR6t1QK22pEGDOYwZc4q1a9fSpk0bLl68WOlxKpWKRYsWMWXKlCqLy/Pnz//t5vuWLl2Ku7u7UAc8R9UIDAzk8uXLtGnThjNnzuDo6IhcLsfDwwMoybb7I66eULJRDwwMFGyMt7e3cF+sClqtlhEjRhAWFibm7wsLC6tdXwIDAwkKCsLNzY1jx45x8OBB8djT5vzUajVHjhyhV69eQMk4wvbt28XMYGnodDoyMjJQKBS4uLhQq1YtTp8+jaurKyNHjqRLly706NEDSZJETmeLFi0A2LJlC6GhoeJz3LdvH8nJyUydOhVra2t27NhBhw4dahyZ8XdGTSMdlEolxcXFeHl5odFohBNq6UJfkiRcXV2RyWSkp6fj6uqKi4sLdnZ2ZdQWDx8+RJmkxFRRiWu7BnIv5ZZpsinlSpTyGkYlmUCilEjMoxhiY2MpLi7Gw8ODy5cvExMTg7m5uSADcnNzady4MQ8fPhQOu/n5+WzZsgVXV1fy8vJwcHAoc/o5J+eQa5oLlW3HTeBxx8dMDZvKpk2bmDp1KoMGDeKrr75CkiQiIiIwMTFh165dmJmZ0b17dwDu3bvHzZs36dChAw8ePODevXs0aNAANzc3OnfuzNdff42lpWW18SXPGb+/CKUZP2PO3ZkzZ/Dy8iI5ORkrKyu0Wi1nz54VjJ+FhQU2NjY8fPgQS0tLTExMCA4Oxs3NrYwZwarHj5FZWlJ+O1Esk5Fqaso3N25UlDF9+y0pFhYUyOXo9HpMK+lWy6FkPnD/fhHa7u3tTX5+PuPGjaN///6Eh4dz48YNzM3NSUtLw8HBgSFDhuDj40OnTp3Q6XT07duXoUOHkpKSgk6n45tvvmHjxo1cGjcOxVNy5RTARBMTfHx86NKlCzt37uTOnTv4+vrSv39/CgsLWbt2LTKZDBcXF9566y22bNmCm5sbtWvXRqlUsnfvXi5cuCAG1ouKinB2dv7bzdLUBEqlEplMViOpJ5QNck9KShI5NN26dSMrKwuZTCbCzmsq9bSxgSrMvCpAJpNjY1Mig965cycffPAB7dq1w97eHktLS+rWrUurVq3o3r07vXr14vDhwzg6OnLmzBl27drFzz//THx8PBkZGWLDrVKpOHHiBI0bN+aVV14hMzOTOnXq0KVLF2xsbOjcuTOZmZlkZGTQt29fzM3Nad26NXZ2drzzzjuMHn2TJ09aUlRUcT5RkkrmE2fO9EetLumKbt++nQMHDlCvXj0MBgODBg0SWYilGbun4ezZszx48EDkZQIV5qaeF34lMEo9jTdrrVaLh4dHpfbkMpmMJk2a0Lt3b5aWH6ysBG5uw0lKWsCePYPw8vqIwMBAoqKiGDNmDD179mTUqFFkZmZWOC40NBQHBwdhAFAef0djlwMHDogNzHNUD1tbWzw9PTE3N+f69es4OztjMBhwd3cHSszX/ijjByVF2datW0lNTWXgwIFPLWyKiopo0qQJXbt2ZdGiRVhZWVFQUEBeXl6V7HaLFi24evUqw4YNw9bWltdff100Q9q1a0dKSkqFfFQjjhw5QqtWrcTaVn5GrDwUCgU2Nja8+uqrbNmyBXNzcyZPnsyTJ0+EvHPHjh1IkoStrS0KRcl6XVrmmZaWJhzTx44di1arFf/9HNVHOpRm/Iz/7eXlhUKhEAWRUT4pSRKSJCGXy8XewM3NjbS0NJYuXcpHH30k9iQxMTG0UbTB1sy2bEFXDM4KZzZ+shF3d3cOHToElKzfCzovwAQTqIEZXIG2AKmNhJubG+fOnePFF1/k0qVLPHjwgHqlpDZZWVm0adNGfF+7du2Kk5MTMTExPHjwgK1bt9K/f3+hwNPoNKyOXU2RvmomXWmi5IvILwgJCSEgIIAVK1YgSRLe3t5069ZNyF61Wq1gHjdv3ky/fv3w8PBALpezf/9+rl27RlhYGPHx8aSnpz91H/G88PuLULo7YtTmnjlzhrp165KSkiJcvM6ePUtBQYGwcm7UqJGQ0hlZvyVLljB37lweP35MUVERl27cQH/qFI+dnMgH8mQy1MBFwPP2bfr268f777/PsGHDfjfc8Pamf5Mm9HF1xVAFWwjAkydIP/9MREQEffr0QSaT0aJFC+Li4njzzTextrZm3rx5WFtbI5PJhG20ceM1duxYPD09xU1MqVSycOFCIiMjaZGRgeopeXKmQIfiYnx8fPjyyy/p3bs3crmcgoICEcjp6OiIjY0NAwYMYNasWbRv3x6DwUB8fDz3798nNzeXrl270qRJE/7973+Lv8E/tfCTy+U1LvxKRzokJycL+XFwcDByuRxzc3N0Oh05OTllpJ6NGzcW0ojy8PAo+admkDh37ktu3bpF+/btWb9+PSkpKRQWFpKWlsbp06cJDw9nwoQJ5OfnY25uTsuWLYmJieGHH35g9uzZ9OnTh8aNG2NqaoqjoyO+vr688soreHh4oFKpkCSJuXPnkpCQQFBQEL6+vgQFBRESEkLnzp0pKipi5MiRAOj1sHWrJ0+bTwQZVlYjuHv3Li1btkSj0fDkyROsra1ZsGABO3bsoEmTJsKR82lITU0lNzcXjUZDdHQ02dnZIuurNJ5n+ZXAKPWUy+Ui2Nbb27tSowIokXs6OzuTnJwsLOmrg1wuL8PcyeVyhg0bxo0bN7C0tMTPz4+VK1eWeY5MJmPJkiXMmTOnUsb972bs8ssvv5CTk/N8vu8ZEBQUxJUrVwgICBBzU8a4obi4uP+o8Dt27Bg+Pj5s2bKlRuu/Mcdv3rx5hIeHC3MkKysrYTZTHgEBAfzyyy8olUqGDBmCnZ0dnTt3JjExEaVSSc+ePSvY/BtRXuZ5586dKu3+jVCpVAwfPhyZTMb169dZvnw5H3/8sZBLL1iwACi5vqHEZOvRo0dC7XPgwAGsrKyYNWsWFhYWbN26FUDI+/7peBbGT6vV4uzsjKOjo/i7lc91lMlkZQo/Y6B7p06dWLRoEUBJnmXL9lwadYlhzYeh0qkgD0zjTFnQaAEP7j3A19eXnj170rp1a27cuMHkNpNpeKkh5poasOEyKLIpaWqo1Wo6d+5MVFQUer1eGLpAiWFQx44dy2S8enp6olQqkSSJWbNm8f333zN06FD27NlDQnbCU/ORdejIrZXLV199xbVr19BoNEKBFR8fz7JlyzA1NcXPz0/4DGzcuJFBgwYRGxuLtbU1ly5dwsfHh44dO7JixQoMBgOjRo2q9nVtbW158uRJjbM0/1M8L/x+Q3k9tLW1NWfOnMHS0hILCwvs7e2Ry+VComScZ/Px8RGGKcaLMCAggFdffZV///vfXLlypcRev3lztFeu0BEYZ2tLewsL2koSW06c4IsvvhDzRk2bNmX58uXo9Xpyc3NJTk/HVFG5syIACgWpeXlYWVnh6+tLUVGRWGzHjx/PnDlzaNmyJRkZGZiZmTF58mROnTqFRqNh+/btREdHs27dOlavXo3BYOCll17C1dWVb7/9VswuPA1WlpbcvHmTnTt3cu3aNb788ks6derErFmzWLZsGRYWFiiVSvz8/MQsydmzZ3FycsLPz4+CggI++eQTcnNzOXr0KHK5nNzcXHEz+CfBWPhV5m5YGYyRDl5eXuh0OjQaDYGBgeh0OpGDCHD58uUyMiQPDw9yc3Mr3SDIZDB7NjxtlMnERIeFxbd07NiWCRMmkJWVRe/evalXrx4ffPAB0dHR1K5dm9atW4usQXt7e7Zs2cKaNWvYvXs3kZGR3Lhxg8zMTDQaDfHx8ezevZv58+czfPhw3n//fbEhT05O5vjx41y7do2HDx8SHR3N+vXrUavVLF26lK5duxISMoPc3Kc7ooI1zZp9zv3792nTpo2Qb4eGhgrpsVHSVBOcPXuW+vXr4+/vj06nIyEhodKMzueMXwmM6ygg5J7169cnNze30s2kn58fN2/eZMKECTVi/cq7Fhtha2vLF198wfHjx9m2bRutWrUq4wLXqlUrXnnlFT777LMyx6WlpZGbm1utXOd/DUZVyt+pmP3/jdJzfoWFhWi1WmFIlJaW9h8VfocPH6ZXr1506dKFTZs2PfX5xsLPw8OD0aNHM3fuXExMTLCzs6tyjbG2tqZ27dpkZGRgaWlJVFQUCoWCdu3akZGRIdw9y0Or1bJ//35CQ0PFz2oitTQxMUEmk1FUVETPnj2xsbERlvYZGRlcvXpVvD6UbKIHDhwo2L8NGzZQVFQkNs7h4eH4+vqKx//peFqWX3nGz+jqbmQJjf8u7fJqLPxcXV3F4wsWLGDFihXcv3+f6OhogoKCqG1Tm7W91jImfwyyL2RIxyTWrV6Hi4sLp06d4siRI9y/f59mzZoRGhpKamQq9UwrGY6vBDK9TPg/NGvWjJiYGCRJ4uWXXxbPycrKwtPTUzRn09PTuXLlCpMnT2b27NmkpKQwduxY1q5dy6hRo9i2fVuN3NIb1GvA9OnThQuqlZUVU6dOFaH07dq1o3Xr1kDJjHROTg6enp4in1Kv1zNv3jy0Wi0bNmxAJpPRqVOnal9TLpdja2tbaQ7h/w88L/x+Q3nGzyjlvH37NnXr1sXa2hqFQoGZmZlgIWQyWQXGz3ihfPrpp6xdu5aDBw+KG6uVtTWX5XK2FRUR/9ss0OzZs3F3d6dr1674+Phw6tQpduzYQevWrUlJSUHRoAHyOnWqfN9FwHq1mldeeYVPPvkELy8vHj16RKNGjfj1118ZO3YsJ0+eFPr/Pn360LBhQ+Lj41mzZg0RERE8evSI27dvC2Zl+PDhrFmzhjV376IzrUTHXQrFcjne77yDg4MDAwYMwNXVlXHjxrF06VI2bdpEdnY2d+7cQZIkvvnmG7G47Ny5k379+pGcnIxCocDb25sff/wRg8Eg5IH/xMX9WQs/f39/ESFinEdt3749Fy5cwNnZWRR6ly5dKrMpMTYtqmL9hg6FkBCoeg+jpk6dNFJSRvHCCy8wceJEJEkiOjqavXv34uTkxIwZM3BxcWHQoEGMHTsWR0dHxo8fX+Xf1Tg327hxYzp06EDfvn3p1asXzZs3x9bWloyMDMaOHcvEiROpXbs2q1evFqGz69evZ/LkyQQFvYxCUbPZj9TUJ3Tv3l3MDXh4eHD48GFhBPIsErioqCisrKywtrbmpZde4t69e2VuUkY8L/xKYFQcACLSwd7eHnNzczGTWhp+fn5cv36dESNGcOTIkTKmBFWdvzozF39/f06ePMn06dPp378/w4YNExuo+fPnEx4ezr1798TzL1y4QFBQ0N8m4Fyn0/Hjjz/i7+9fJgvuOapH6cLv0aNHqFQqMSes1+tJT0//Q4WfwWDgyJEjdOvWjZEjR4q1rToYCz+A6dOnc+jQIczMzLCxsal2jWnZsqUwY/Py8uL06dPk5+fTvn172rVrR2xsrBgPMOLUqVP4+PhQu3Zt8TMfHx8RP1Td7+Xq6sr06dMpKChg/vz54hjj7L9eryckJASDwcDGjRuFzLOoqIioqChmz54tQr4vXbpUpvj8p6N0cVYelc34OTk5YW9vT3p6uliDs7OzhcwTKMP4GddET09PRo8ezezZs4mJiRGFD5R8DxUKBbVq1eLatWtiT9GpUyfu3bvHnDlzOHDgAHl5eZglmqE0PGXeTwcWdyxo3749xcXFvP/++zx48AC5XC7mQKGk8KtVq5ZQ450+fZru3btjaWnJlClTWLlyJVlZWYwcOZLly5fz78n/fuqsobnSHI8T4tsAACAASURBVOtUa5ydnbly5QqOjo4MGzaMS5cukZ6eLprpRrd5Y6MiIiKCXr16CWOcBg0asHfvXiRJomHDhpWGtpfH/+Xe4O9xF/sTULo7YuwWG9276tati5mZGXq9HrVajUwmw2AwCKmnkfErXfi5u7szfvx41q9fT1BQEFAirTFS0VZWVjRt2pTk5GSSk5MZM2YMK1euxM/Pj5MnT/LGG2+g0Wgo0mh4PG8eukrcNiRzc657ejL7NwYlNTWVkydPsmnTJrGwA9jY2DBy5EhhNtG3b190Oh3m5ubY2try7rvvIkkSAQEBvPfee8ycOZO1a9eS//rr6KqxlAZQqlTIxo8XDNOKFSuAEklbo0aNePLkCU+ePOGzzz4T8g5Jkti1axetWrUiPT2dgIAAdu/ezeLFi4GSuah/ahdaqVSiUChqXPg5OjpiYWHBvXv3qFu3Lunp6QQHBxMZGYmPj49gPSIjIyt0o6ub85PJYNMmmDsXLC0LgTzgMRYWxUAeJibhZGY25/z5n5kxYwbXr19Hr9fj5+fHTz/9xJQpU4iOjuaXX37hxRdfZPfu3dy9e1cYvlRm4lEZsrKycHFxEZENs2bNYsKECURERODv74+ZmRn379/n3r17dOvWjREjulEiQK4eMpmBe/dOERoayv3797GwsOC7774jNDSUw4cPU1hY+ExRIlFRUeTl5ZGXl4efnx8KhaKMLMWI54VfCUozckZnTwsLC6ysrCpkocLvhZ+NjQ1vvfUWX3/9dbXnLy/1rAwymYwBAwZw48YN3Nzc8Pf354svvsDV1ZUxY8Ywa9Ys8dy/m7HL4cOHsbS0fC6Ze0Y0a9aMxMREmjVrRlJSEiqViuTkZOHIefny5T9U+F25cgV7e3u8vLzo0qULubm5xD7FWrl04Wdra8tHH31EUVERVlZW1a4xLVq0KLM/8Pf359ChQyQnJ9OnTx9efvll9u/fX+aYykLbXVxcqr1PKZVKWrRowdGjR9m6dStKpVJkDRcXF7NixQrBCLZu3VpEZBiVEitWrEChUAgjsK1bt2JlZUXnzp2r/Vz+SagqzgHKGhaamppSXFyMs7OzeNxoHrRv3z6xn4WyjN+jR49EA2LGjBkcPHgQKysrnJycxHkyMzOpXbs2jx8/xtbWtoy/hVKp5MMPP8TX15dWrVpxdcdVdOrq5ZYYwCbBhnPnznH8+HGRO2kwGESmtvF1a9WqhYODA5IkUbduXYKCggRrNmjQIHbu3ElhYSFDhw7Fu6438mg5VLOlNegN3Iu4J0yWhgwZwsKFC4mLiyM/Px+5XE5sbCyBgYEYDAY2bdokXudf//oXV65coUuXLnz33XcsW7aM4uJi/vWvf1X/+/4Ge3v7/7MxkOeF328oz/iVLvy8vLwwGAyYmJiQn5+PXq8XHRIfH59KGT+AyZMn8+DBAzEDcPnyZYKDgykoKEChUJCYmIhMJmPcuHF07NgRg8FAZGQkMpmMkydPIpPJUCqVNBo/nrEuLiTJZBQAT37793dmZvQqKMDCwoLWrVtz8eJF1Go1Pj4+PHz4sIyMz8mpJBxTo9GwZMkSoKQj07p1a06ePImFhQW+ej3vKJX4X79O8uXLfPXDD7wtSZWkmZVAsrBANm8eu69eJTIykrp164ou3v3797lx44aYlXnttdfEcRcvXsTc3Jzw8HDq1q3L5MmT+fzzz3n48CEWFhbk5+f/ows/uVyOWq2u8TFGgxdPT0/S09Np27YtFy9epFWrVqJzGx0dXSFc+GlZfnI5TJkCrVv3pGHDSVhYjKNhw5mMGfMJSuVHKBR6+vfvz82bN/l/7J13QJV1//5fZx+m7KngQAUcIC5UVJLci/JxpWallitzZZqllaZpWY4eV+6VuU3TzJEDVERRUdFEFBQQiL0PZ/3+oPOJg2DW06+e7xPXn4f7vs/NOZ/zud/jel+Xi4sLX375JefOnSMiIgI/Pz927tyJh4cHFhYWeHt7M2rUKMaNG8f58+cJCAigVatWzJs3j9jY2Gqr26aqnqurK2FhYeTk5IgZrc2bN6PX6/n2228ZO3YsX331FXXqQGDgs3xqJXzwgSObN2+mZcuWdOzYkeeee45mzZohlUpp3rz5M3ecS0pKuHnzJvfu3SMuLg6VSoVOpxPD3xVRM+NXDrlcLjp+FRM/lUpVZeLn5eVFTk4O+fn5TJo0iY0bN1Y7xwS/3fGrCGtraz755BMiIiL4/vvvCQwMJDg4mJMnT4p5wqioqP+pPWnTpk1YWVlVayhcg6qhVCqFv5m7uzsGg4GioiLBrLh3794fSvyOHTsmknCpVMqYMWPMAuiqUFpaatZJeP3114UNxG91/B4/fmxG1ezYsSPbt2/n0qVLpKammql76vV6Dhw4YJb4Xbx4ET8/P3bs2IFOp3tidkqhUIhiyujRo6lfvz7vvvuuSFQPHDgg4ixbW1ssLS3FrJREIsFoNPL555/Tt29fET9t2rSJwsJCUUivwW9TPU0xrVKpFImfyU7IlPidOHHCLPEz7bVlZWWo1WqxlkxCPZW9ck2JX+/evUlPT2fTpk1mlMq7d++SmZlJZGQkny36DPlOeTlVrVL+J5PIUEvVqA6qaNm4JcXFxWzatInRo0cLTY2wsDDi4+PR6XQUFhZiZ2dHQkICUF4EN3nlmtCtWzdWrlxJaWkp9+/fx/qqNSQCGvP3VkgVSHVSjDuNNPNpRk5ODh4eHuzcuZOysjJWrVpFWloa/fv3Jz4+niZNmhAZGYmtrS3Ozs7cunWLU6dOYWtry4IFC1i5ciWXLl3CxcWFzp07P9N36eDgUNPx+6tRsTpimj+p2PErLCzEyckJnU6HVqulpKQEqVRKvXr1SE5Opqys7IkfoUajQS6Xi2TINO+nVCrp9ov/no+PD0eOHMFoNIqu36lTp0TFpXHjxnz11VesT02lgdFIW6WSToCXhQVzLCyYMHkyI0aM4OzZs0yePJnevXszffp0/P39zVS3FAoFGo2GDh06CFGFWrVq8fjxYzwNBn4sKmL9jRu8ceMGrb/6inP377NIo2EX8AJwDSgB8iQSNHI5Rh8fJFu2kPPaawwfPhylUsmePXsoKChgw4YNrFy5UiSkgFmHZ8+ePfTo0YPjx48zYcIEwsPDiYuLQ6vVotfruXv37v9UkPV78Hs7fvCrwIsp8bOxsaFRo0a4uLiIDTg9PV2Iq5jwW4mfCVeuXGLwYHecnM7w889f069fd8rKykSg0b17d7Fh+fr6cvDgQTZu3Mhnn31GcHAw8+bNIysri6lTp/Kvf/2LrVu3kpaWxmeffUZ2djbh4eHUr1+ft956i1OnTpnNeGVmZorfXUxMDKGhoWRkZNC5c2e+/vprgoOD6dy5C4cORbBgwae/WDu8S7kBe9WQSDS0aCFjxYohuLi4cO/ePdFt3rt3L/Xr1+fWrVvPnHxHR0fToEEDbG1tsbOzE9X7qvzeajp+5ajY8XN1dSU9PR0rKyvkcnmViZ9UKhXek97e3qKqWh2epeNXGY0bN+b7779n/vz5TJgwAU9PTyZOnIhOpyM6Ovp/Zk/Kzs4W8zdVdaVr8HSY6J7t2rVDq9UKPz+AtLS0P2TncOzYMRETALz66qvs2rXrqbY+FTt+UP6Mr1evHgkJCU9QNSuiRYsWVdIDX3zxRb744guuX7/O0aNHxf53/vx53NzcaNCgAUajkeXLlxMaGorRaMTOzo6tW7cSHR0tBGlcXV3p3bs3I0aMYNSoUfTp04eHDx/y2muvifdasWKFKEQ2bNiQsrIydu/ezUsvvQTAyZMnycjI4L333gPKk4d79+7RrFmz/ykfzf8UNjY2wpe5MirGtAqFQiR+GRkZQswPyi2RKiZ+FcdAKncULS0tkUgkZh3hjIwMXF1dGTt2LJaWljg4OJgVDnbu3MmgQYOQyWT07dsXd4k7ngc94RLlCaAR0EFTQ1NGakbCvfKYZvTo0fz4448EBAQIyvDAgQNp164dixcvxt7eni1btpCZmYlUKiUlJYVatWqZJX7FxcV88MEH1KtXD5lMRmF+IXwNHARSQVImwdnSmSGNhuCwywGbDBuOHDmCp6cnixcvJjw8nBkzZnD48GHBLlIqlRw8eFAUKvbv30+PHj3YsmULQ4cOpWXLluj1emQyGdnZ2c/sN1lD9fwbUNnOQafT4e/vT2ZmplhM9vb2yGQylEol6enpSKVSlEolXl5eJCQkPNHxi46OJjg4GK1Wy65du7h+/ToqlQo/Pz/u3r2LtbW1CFBWrFjBiBEjOHbsGFOmTOGll17C3d2doqIivv32W9RqNUYgTqvltlJJXT8/3Nzc2Lp1K+Hh4aItfevWLaFAtGnTJlGZKS4uxmAwkJqayoEDBzAYDKxdu5YXw8K4CAQCFkYjspISbAELYDSwCrjp7k4LoLVazezmzVFcv47k7l0YMIABAwag1+sJCwujVatWrFu3jpkzZ7J06VJhwO7h4cHo0aNFp3Tv3r1kZGSIe9br9ZSVlSGTyWjatCmWlpZCIvufBlPiV1JS8sznmDp+1tbWKJVK7t27R0hICOnp6SiVSqRSKTKZjPz8/N/V8QNITEykqKiIYcOGIZPJGDduHF988QUdO3Zk7969wiMyPDzcrOobGhparv7VsSMpKSnI5XIzg2KFQkFoaChffPEFCQkJfPvtt7i4uJjNBe7atYvU1FQcHR2F+enrr7/OhQsXiIqKoqhIgUr1b+zsoEOHBqSk3OGjj5oQEbELGEF58lcxeTMgkxUTFCTHz28amZk/4+vry+TJk/Hy8iI5OZmrV6+Snp5Ohw4d+OCDD57p84+MjMTDwwNnZ2fCwsKIjo6mSZMmVR5bk/iVo7K4i6njJ5FIuHnzZpXnmOieUM6mWLp0abUqbdWJu/wWTEbWcXFx9OjRgytXrhAeHi68yP4XsHPnTtq2bUv9+vWxt7f/u2/n/xxMiV+XLl3QarVYW1uLzltBQcHv7vgVFhZy+fJlM99ad3d3QkND2blzZ7XnVU78oLxbo1QqOXnyZLXnOTk5oVarqxSSGD9+PG+//TZarVYIsZlonjdv3mTChAls2rRJqEOmpqbSq1cvYmJi+OKLL2jbti1jx44lICCAFStWUFBQQEZGBjNmzBCf0bVr1wRLSq/XExwczNGjR2nSpAne3t4YjUamTZuGvb09zZs3B2Dr1q34+/vXdKgrQSKRVEv3rNzx0+l0ODk5kZGRQcOGDYWCcmJiopm4C/CEsqcJly9fZvr06UyfPl0UaE2JZGhoKJaWluTn57N27VqgfKzn66+/ZsiQIcCvRb7C1EJqRdVCulgK84D5kPxlMpEHI2nZsiUnT55k0KBBHD16VIis5eXl8corr3D+/HlRFJk6dSp+fn5IpVJSU1OxtbUV6zqzOJPgScEkeSbR75V+nDt3rvyejWDzyAbFRgV1ttUhcUIitxbfYtzgcSLu0mg0DB48mIULF3L06FHWr1/PSy+9RHJysogZdu3axdChQ9m7dy9qtRqJRMKYMWMEC0Cn0+Hh4WFGr30aaqiefwMqVkcqSo23b9+erKwscnJysLa2RqVSIZPJSEtLEz8Uk8BL5R+JiR70+eef884773Djxg0KCwsJDQ0lISGB6dOnk5CQgIODA/PmzaNWrVq0bNmSzMxMvLy8UKvVXL16lQ0bNqDVapFKpaLtff36dZo0aUJ8fLyZiISjoyPr169n7Nix7Nmzh/DwcB4+fMjVq1cxGo0sXLiQ0NBQlEolBoOB2seOYUfVfpZWwEipFP9flCGTVSoGLV+O1N8fJBK2bNnCuXPnsLKy4qOPPgIgICCAOnXqoNFoOHjwIDdv3qRbt26oVCpWrFhBbGwsWq2WQ4cO4e/vj6urK3v37hW0Omdn5/+ZyvofgYnq+XsSP1PHz2TAGh0dTceOHbl9+7YIjPV6PUW/0IJN8PHx4dGjR+LhUBV27tyJUqmkcePGyGQyXnjhBe7cucOwYcN48OABwcHBjBkzhhs3bvDWW2+ZnSuVSrl69SpeXl706NGD9u3L1T8re6hJJBKaNWvG7NmzxVxgp06d2LRpE8uWLWPNmjVs3LhR0C8DAwPp1Kkfev0FTp5sTGEhlJWBVivFaHwBuALcwcurM0rlZ6hUP6FQJOLpeYNDh5R8+OEP7NmznsGDB3P//n2hMvf1118TEhJC3bp1WbNmDZs3bxZy10/D+fPnMRqNaDQaQkNDefDgAR07dqzy2JrErxwVxV0qJn46nY7U1NQqO94VE782bdpQu3btag2npVLpM1M9q4KlpSXz5s1jw4YNHD9+nLS0NOEH9X8dmzdvpm7dujVB9B+EKfELCwsTIx8SiQQrKyvhh/Z7cPr0aVq3bi2MqU14/fXXRQBdFapK/GxtbQkKCuLo0aNPZY08jSI4b9482rRpw4YNG9i7dy/79u3D1dWVnTt34uzsTO/evenYsSNKpZLIyEh++OEHMQJjms+7evUqCxcuFHu6yW4Hyrt9QUFBKJVKSkpK6NGjh+ieABw9epS0tDQGDx4s9BS2bt2KRCKpWbNVoLrvsnLHTyKRoFAoUKlUeHl54ebmBpSPKhQXF5sJV/n7+z+h7FlaWsqtW7cYN24c3t7erFmzRtCKHR0dkUqlTJgwgcLCQmJjY7l79y6xsbGUlJSI+WhLS0uMvwgbFhUVlauOG8r366ysLG7evCl8Mjt06GCmp1FaWoqfnx+xsbHMmTNH6Erk5OQgkUiQyWSkp6eTl5fH44LH1PmkDjfcbkAXWCdfx2tzXhOFrqKiIlQqFbm5ubRu3Rp/f39OnTqF0WjE399fFGNq1arF+PHjyc/P55133qFly5bEx8fj7++PUqnEysqKy5cvc+jQISwsLGjRogWnTp1CLpdjMBjMxGh+CzVUz78BFasjFavRHTp0ENQJU1ZvMBhExw+qT/xMsredO3emYcOGKBQKfvrpJ1q2bMnAgQPJz8/Hzs6OevXqkZWVRWxsrJiL++ijj7h16xZGoxFPT09sbGwICAjA0dFRqAeePXsWg8HA3r17n/h/hgwZgre3N61btyYgIICDBw9Sv359SkpKGDp0KK6urqhUKl7V6/mt+mSzX6pzKpVKGGimpaXxxhtv0KRJE4KDg2nZsiVQLm8bGxuLo6Mjp06dIj09ne7du/PVV18xf/581q1bh6OjI40aNRIzA8uXL6esrAxbW1tSUlL+8YmfXC7/XYmfn58fCQkJaLVaXF1dhepcVFQUKpUKo9GIwWCgpKTEjIakUCioW7cu8fHx1V573759NGvWTNiXyGQy3n//fXbu3Imnpydvv/02n3zyCSEhIWzbto01a9aIc69duyYS0o0bNwoBGD8/Pz799NNqpZU9PT154403OHLkCB07diQ7O5t27dpx+vRpZs2axdy5czlzpjMSiRcGQ+WShRywQSLZglabQmhoJFqtPxMnLufRo+a0apXDSy8NoUGDBkRHR/PFF1+Y+fHY29vTo0cPXFxcWLRoEaNHj36q94/BYOD8+fM8fvyYxMREPD09kcvl1VLo/srN/b8ZlcVd0tPTsbS0FDPKt27deuKciokfwNSpU6u1dvijHb/KePnll3FxcaF58+ZMnDiR8PBwoeL4fxG3b9/m0aNHQv23Br8fPj4+5OfnCzZFaWmpoKIBVa7dp6HifF9FdOvWjYyMDK5evfrE30yFpsqJn7W1NW5ubri6uj7V9sTV1bVaNUiJRMLOnTuRy+UMHToUnU5HcnIyCoVCWFo1aNCAQ4cOiTGXoKAgJBKJEHwZOnQoy5YtY+PGjbz99tviuZOZmcm+ffuElZBEIqFx48YcO3aMgQMHYjQaef/997G3txednrNnz1KrVi1u3rwpbB9q8CuqS/wqs9jkcjmlpaU4Ozvj6OiIp6enaF6cPHnSLPGrStnTNKpkZWXFZ599xrx584iKisLBwUGc++qrr6LX6/Hy8mLdunXs3LmTIUOGiPcpLCxEp9NRWlqKRCIRYolt27YVx8THxwsrBJ1OR0REBBKJBC8vLxYtWsScOXMYOXIkXl5enD9/nvT0dHQ6HY6OjkRFRZGdnU3IOyGUUgqKcm++Im0RDxo9ICsrC4VCQefOnSksLMTKyooHDx7w6NEjYmJimDRpEoWFhYJJl5CQwA8//IClpSVbtmzh3r17jBkzhuvXr6PValmwYAHe3t7Url1bMO/WrFlDWVkZtWvX/l1aDTVUz78BlcVdTMFeSEgI0dHRYlGWlpai1WrNTCNNXn4ODg4UFxdTUlKC0Wg0EwTo27cvxcXFXLlyhYCAAIYPH86OHTv44IMPuH79OnK5nE6dOgm+spOTE7Nnz6akpER4nA0ePBi1Wi1ayX5+frRu3ZpXX32VyZMnm4kdNG3alPj4eMaNGyeSvIyMDD7++GM0Gg3NmzdHrVZj8xufi9xgwPWXh0tubi7u7u4YjUbCw8NRKpVkZWXx/vvvA+Wt+F69euHo6Mg333zD+PHjkUgktG/fnkaNGjF9+nTWr19PfHw82dnZ9OnTR1SFPDw8KC0tJT4+/h+f+Mlksqd24SrDlJCnpaXh6upKdHQ07u7u2Nvbi+8LypOUyvMnprmpqqDX67l+/Tr9+/cHfhXMePnll3nw4AH/+te/OH78OCUlJezcuRMvLy+mTZvGmTNnAFiyZAm1a9dm4sSJyGSyagVgnibscv78eaZMmcKhQ4fo3bs3I0eO5OrVWPT6VzEaq1PvlAJNKCx058SJE0gkEjHDN2TIELRaLf3798fb21sEFzdv3iQrK4vbt28LG4eRI0fi4ODAF198Ue1nf/fuXWxtbYmPj6devXo8ePAAg8FQpYcf/LV0jv9mVCyumewcTIlfRYuSiqic+PXv35+MjAzOnz//xLG/R9zlt6BWq4mLi+PMmTO0adOG1q1b8+GHH/6u4sx/CzZv3szw4cOJjIys6Z78QUilUiGmZmNjQ0FBAVqtlrp16wJUuXafhsrzfSbIZDJGjRpVpciLVqsVtlMVYRof8fX1ZenSpdV29Z6W+AHUrVuXJk2aIJPJRGJbESZv3rVr1+Lp6YmXlxcqlQqpVMrkyZNp27YtzZs3JyIigjfeeEOc99VXX9GnTx+uXbuGh4cHarWas2fPEhYWhr29PQcOHKCsrIy0tDQ6deoElHv5devWDXt7e5Fc1+BXPEvHz5T4aTQaXFxcsLGxwcLCAplMhlQqFf7JJlRF9bx06ZKIzZo3b07fvn355JNPcHd3F3u5m5sbnTp1Ij4+ns2bN5vRPKG8uGqy83B0dKRu3bpIJBLs7OxwdnZGIpEI+vTKlSsJDAwkNjYWuVxOq1atkEgkdO7cGSsrK1JSUjh27BgNGjQQVM/9+/dz7949Huc/hkrabMWSYmrVqkVQUJBgijx+/JgmTZpw5swZHB0diYmJYebMmYSHhzN37ly6detGZGQkb731FmvWrOH+/fvMmjWL3NxcevfuzerVq0lMTEStVtOnTx+ysrI4cuQIzZo1o6ysjKioqCp9aatCDdXzb0BVdg4ArVu3Ji4uDldXVwoKCrC1tRUKn+np6cCvHT9TxSs9PZ3ExESUSqXwvcnIyKB58+YkJibi6+srZv+cnJyA8iA7Ly+PzZs3s3LlSlJSUsSPwMXFBUtLS7p27SpsJeRyOZGRkezZswcLCwseP34sVLaMRiNqtZqGDRsyePBg2rVrR7NmzfD09OT69evUr1+f5ORk8vLyuAU8LTwqBGq1b49CoaBOnTrIZDJWrlxJTEwMr7zyCn5+fgQHB2MwGHjllVdQqVTMmjWL5557TgyD16lTB4BevXqh0WgICgpCp9MREBDAhg0bMBqN9OzZk7p16z6Tweb/Mv7IjB+Ub8SPHz/Gzc1NVKNCQkKeSPQqJ1lPm/MzyYmbkiPTPKpCoWDOnDlcvnwZuVzOwoULsbS05IcffsDKyor+/ftz/vx5Dh06xP37982G+qFqAZhz586ZHaPX6xk6dCg2NjYMHDhQ3Hv5zIcNv2XZYDSWUlDgRM+ePZFIJNy/f59Vq1YRFRXFrFmzWLt2LcuWLRMFne3btwvFLlO3zlS9W7RokVAOq4zIyEgaNWqEg4MDXbt25dy5c8hksmpnVGuonuWoWFxzdnYmIyMDtVpNcXExTZs2rTJ4rlevnhApMl1j8uTJVXY2/oi4S1XIz88nNTWVgQMH8umnn/Luu+8SExPDrVu3aNKkCQcPHvzd1L6/C3q9nq1btxIaGoqFhYXYl2vw+2Gie7q7u1NcXIxGo6FRo0YA1e4VVeHBgwfk5eVVWyh67bXX2Llz5xO0zaq6fVAu9mGKG1555RXmzp1b5XVdXV1JTU2tdu2mp6eTm5uLRqMhPz+/yuRPoVBw9OhREhMTUalU1KpViz179vDjjz/y5ZdfMn/+fKZOnSrEWHQ6HStXriQoKAhnZ2ekUikNGjRg27ZtDB8+HIPBwJw5c3j++ed5/vnnUalUFBcXs3//flxcXGoKFdWgMtPMhMosNlPHz8XFBZVKRUlJCQaDAaPRSExMjFniZxoDcXBwEEmlicFmwrx58zh9+jR2dnZma2PKlClAOe1Yq9WKtW00GlmxYgU6nQ6JREJgYCA+Pj4AWFhYiARJp9Px7rvvkpGRgaOjo1DBd3V1ZevWrZw6dYpx48YxYsQIjhw5Qnx8PFKplPr165OZmVk+W5fngaWiApdNC8Y4I6WlpYwaNYojR44A5ZYPly9fRiaTYWFhwfnz5xkxYgQAY8eOxc3NDZ1Ox6hRo3j11VeRyWR89913hIaGcvjwYTQaDa6ursTFxREWFsb27dtxdHTkhRdeoKSkBD8/Pw4ePPhM32MN1fNvQFV2DlBe7Q0MDMTa2pq8vDxq166NRCLB0tJSbPBmJu5ubjx+9EgY/ppw/fp1EYTeuXNHKHmOGjWKtm3bih/d5cuXGTBgAPn5+Rw7dgyj0Uh2djYajYaAgADUajU6nQ61yhVdiQAAIABJREFUWk2rVq2oXbs2Y8aMwcPDgz179vDpp58SFhZGXFwcCoWCe/fusWrVKpKSkkhOTqZDhw7cuHFDKH5+ytP0D0EPpLRsiaWlJXXr1iUxMZFp06bRp08fDh06xJw5cwBYtGgRDx8+JCsri1dffRX49SFkCuo3bdqEXC7n8uXLdOnSBZ1Ox9q1a9Fqtfj6+tKoUSNcXV3ZtGnTn/GV/p/EH+n4QbnAS2pqqhAbunXrFh07dkSj0Zht6JVpnU9L/Pbs2YNUKhVCJRW7KMOGDSMtLY3Q0FBWrlyJ0WjE3d2dH374Ab1eT69evWjYsCFDhgypVkDCJAAzadIkhg8fzosvvih+R7Nnz0av16NUKoWohsFgQKPRcPToHsqlwJ4GGSEhvsycORMvLy/at2/PtGnTaNasGffu3ePVV1+lcePG4ro7duzAw8ODLl26mJkSN2jQgHfeeYc33nijyiDJJOkskUgICwvjwoULNG7c2GxQviJq1aol5mH+yai8x1pYWFBQUIBSqcTX17dKgReZTEajRo2EQTCUU4tOnz7N/fv3nzj2z+j4Xb58mRYtWjB//ny2bdvG3bt38fLyYteuXXz11VfMmjWLXr16iXX734zjx4/j6elJWlpaTRD9H8KU+Pn5+aHT6SguLhZBbGpq6jNfx9Ttq7hHV0Tt2rUJCQlh165dZq9Xl/hZW1tjNBrJyclh9uzZ7N+/36xLXvG46u41MjKSoKAgLCwsMBqNzJw5k40bN5KZmYler8fBwYGRI0fyzTff0KlTJywsLMjMzMTe3p7x48ezY8cOkpOTOXXqFOPHjxfXPXDgAHXr1uWnn37CYDCQk5Mj1Md79erFrl27sLKy4tGjR/Tt21ec065duxqa51PwtI5fZaqnqeMnlUp59OgRtWvXxmg08uDBA7NnlkkhVq/Xm3X8Ksa07u7uuLq68ujRI7PnWbdu3VAqleTk5KBSqcR1L168KFRvrayscHV1xcfHR9iW5ebmCvuIN998kzt37ogOr4uLC5s3b+b48eOsWrWKoqIiGjZsyPHjx7Gzs0Or1ZKQkCAUNHPO5xBuG46kVIJML4ProIosH3uxtrbmzTffRCqVCt0OU8fQ2dmZ8ePHo9fr0Wq13L59Gzs7OyE6V6tWLRYtWsTrr79Oz549MRgMpKWlCVHC1atXk52djbOzM+3bt2f8+PGsXr36mb7HGqrn34DKdg4V53pMD8nCwkKcnZ1RKBQYjUaR+Hl4eOCRn09Znz5EXr5McKdOdBk3jlcqbMzXr19HIpHg6elJcHAw77//PmPHjsXGxob169ej1+txcnJi5cqVSKVSjEYjp0+fBiA4OJguXbogk8lE4mcwGMR9mYzi/fz8uHz5Mi+++KLYLIODg0lISCAtLY358+cTGxvLhQsXxH2dBDYDJZUoI3qJhFKZjNH29sQnJWFpaYm3tzf9+/fHwsKCbt264e3tTUhICMePH2fFihV06tSJIUOGUKtWLQDi4uKE+EdpaSmbNm1i6NChODo6cv/+fY4cOYJer6d58+ZcvnwZa2trunbtyr59+/6xXRFTZe73Jn6mjp/JDDc6OpqQkBAyMjLM1DQrz4s8LfH79ttvadGihZnMs2mDl8vlzJ07l6ysLPLy8kQFzdTFzcvL4/r162YP/qoglUoZNmwYd+7coU2bNrRv356ePXuyY8cOvvnmG+HjB+Udi08++QSdrgSJ5FvKyxJVQyLJYfbsXiQnJxMYGCiqn927d+fEiROCngy/Jm8mJcfKmDJlCtnZ2WzZsuWJv50/f578/Hx+/vlnOnTowL17954aoJhsVKpS1PsnoSLVE36le1pZWVGvXr1q6XKV6Z7W1taMHj2aZcuWmR33Z3X8Ll68SNu2bXFxcWH69Om888474m9hYWFcu3aN559/nvbt2zNr1qzfZcPyV2Pz5s2MHDmSiIiImsTvP0SbNm2Ijo4WxaOysjKxz5aWlj4zY+OHH36ocr6vIqoSeXlax88keOHg4MCsWbOYMWNGldf18PAwex4YjUaWLVvGCy+8QOPGjcnPz0ehULBp0yb27NnDhg0b+Pzzzxk3bhxubm6sXbuWOnXq0KNHD5KSkkhPT2fq1Km0adOGjz/+mMmTJ5sJ1qxYsYI333yT7777jqysLAoKCpBKpbz44ovieTJnzhxOnDghTK+3bNnCyy+/TERERE3iVw2eNuNXkcVmou26uLig1WrJyMgQwoAFBQVPFCu9mnux9eetnG92nq6buvJI/QhfX1/xd6PRSG5uLpmZmWZ2XTKZjNGjR5OVlUVubq6Ik7/88kvKysrQ6XRkZWUhkUhEscQk+Obr64uFhQVbtmzBxsaGwMBAcV8mC7WBAwdy7NgxLC0tyczMJC8vD6lUKmb8JBIJ33zzDd/P/R7lF0rq7qiL4wVHWjRvgcFgYOTIkcJuaceOHfTp04clS5ZQVFREWVkZ8fHxDB8+nN27d6NUKnn//ffJyMhg/fr1vPzyy9y9e5eAgABiYmKws7PDwcGBhw8fcvHiRTIyMujZsyfXrl2jffv2vPDCC9y4ceOZCoM1VM+/AZUHYSsGDSEhIRQWFlJcXIyjo6PwxLt37x4Akhs3OKfRoDhyBLnRiARwyc2lz8GD8N57xMbGkp6ezqJFi7CxscHe3p4FCxYwY8YMPD09mTJlCg0bNkSj0VBcXMyuXbvEBg7lfPqwsDCgPEHVarUUFhYKxaDatWvTu3dv1q5di0wmo1u3bigUCgIDA9m3bx/PPfecUPSsyvR4InD8pZco8fNDQzm9syw8nBClkrIOHUhKSkKlUvHo0SPu3LnDtm3b+Pzzz5kzZw5JSUmMGDGCLVu2sHPnTiZOnAiUP5jS0tIYOXIkzZo147XXXiM3N5f333+fnJwcHj9+zEcffURhYSHTpk0jIiKC/Px8QkND6dWrV5VB9j8B/0nHz5T4mYKSRo0aCZlmUxercuLn6+tLfHz8E92RgoICEhISBM0TnuyiDBkyhIKCAho2bMjs2bPF6ykpKXh5eaHX69m4ceMz3b+FhQUzZ85k7969nD59moKCAtasWYPRaBQbfEREBNeuXfvl/91J+Up9sqsjl5chl08iLKwLKSkpJCYmUlBQwPTp0/n4448JDw8vVxP7Bdu2bWPo0KHVBmFyuZx169YxY8YMIYEN5Q+rtLQ0YmNj8fPzEx3X3zIYrpnz+3WPNXVRKyp71qpVi7KyMrPP2gR/f3/y83dw5Uow8fGTMBg0TJw4ka1bt5ol03+WuEtUVJRQpJs8eTJXr14VM6xQ/tyYNm0aN27cIDk5GT8/P3bt2vVfR//Mzc3lyJEjDBkypCbx+xPg5uaGjY2NsHdSKBQ8fvxYKHweP378N6+h1Wo5deoUXbt2fepxPXr04NGjR8TGxorXntbxMyV+UG7PEBcXx6lTp8yOM4nGmVSLCwoKGDJkCOvXr8fHxwdra2sKCgqws7NjyJAhdOnShQ8++ICSkhJ69+7NmTNnUCgU3L59m+7du/PgwQOsrKx4++23uXv3LseOHROxAJQXvhMSEmjcuDEajQZfX19kMhkxMTEMHz6c7du34+bmhlwux9/fHxcXF1JTU8VcWU5ODn5+fr/5mf4TUR3Vs3LHzxRXODs7k52djbu7u5ijBMyaHWeTzvKj349ElkWicdBwIukEmn4aRh0eJfa2R48eYWFhIdZDxT3PNI8XFBTEunXryMzM5MCBA1haWtK8eXNsbGxISUkRHb8HDx4I8SA3Nzfmzp1LUVGRWGcm83ij0Ujnzp3Jyspi1qxZNG7cGIVCgVKpFDoZRqORyZMnY2FhgUqlIiEhAY1Gw3vvvYdCoaBNmzYkJSVRWFiIUqlk7dq1nDlzhrfeektYoaWkpDBp0iTxu9i/fz8JCQlER0cTGBjIuHHj+Omnn9i2bRsPHz7E1dWVyZMnY2Vlxcsvv0xkZCQdOnRApVLx2muvmYneVYcaquffgKrsHExo3749jx8/RqPRiG5WSUkJOTk55V/U669jYTAgqfSwl5WWUrZwIUPbt8fR0ZGmTZuyYsUKvvzyS95++230ej1du3bl1KlTbNy4EY1Gg1qtZsaMGWg0GiFRGxMTQ5cuXQDEjJ+tra0ZPWTatGksX76czMxMwsPD+fjjjzl06BA6nU5UH6uqCvXo0QNra2sW37+PU1IS9hYWuFlZ0Sg6mhx3d4KCgkhLS8NgMHD69GnCw8PJy8vD1dWV4OBgBgwYwIwZM0hPT6dJkyb4+/sD5QPucrmctm3bsmLFCnbt2kWTJk24dOkSzz33HAsXLiQmJga5XE5ISAharZZbt27Rtm1bxo0bx+rVq//rgqe/AqbEz7QWnxVeXl6UlZVRUlJC69atuXTpkth49Xo9tWvXBsqpaxVhbW2No6MjSUlJZq+fPn0alUplFpRU7qLIZDI++OADZDIZsbGxpKSkoNPpWLp0KTY2NnTp0oU1a9Y8M3U3JydHiBlcvHiRM2fOoNPpmD9/Pj4+PmK2y8rKitu3DzFx4g4kkhik0lLk8kJkshJq1zbQsOG7tGqVgUKh4MKFC6Lz3bBhQ5o2bcqBAwdEh6isrIy9e/fSvHlznJyc8Pb2rvLegoKCGDlyJJMnTxavXbhwgRYtWpCTk0OvXr24cuUKEomk2nkdE2rm/MrnJ00KyWCe+JWUlFQr8NK8uZZGjU5QUBDF48frePDgPWrXrk2vXr3MRDD+DKqn0WgUHT8o33sXLlzI1KlTn7i2u7s7W7duZfv27Xz88ceEhYX9bnXH/5/YtWsXXbt2RafTkZmZWa3PZA2eHW3atCEnJwe1Wo1UKhWFN7lcztGjR584Pi4ujtWrV7Njxw4KCwuJioqiXr16uLq6PvV95HL5EyIvpaWl1Xb8NBoNubm5GI1GVCoVn3zyCdOnTzdbs6bE7+rVq9y+fVuoKup0OlEMLCsr4+uvv+aHH34AymOkfv36cerUKUaNGsXIkSO5dOkSVlZWFBYW8uabbyKTyViwYAGTJk0yK66tWLGC8ePHc+LECTw8PLC3txcidcHBwXz44YfMmzePw4cP06dPH6B87vrFF18kJiaG9u3bV0uH/afjWTp+lWf8MjIy8Pb2FnO+FWMOvUHPwN0D0Uq0GCS/rhmD3MDeuL18f6/c1ub69esEBATQtm1bdDodu3fvFseePHkSDw8PEhIS2LhxI1999RU2NjYUFRXh5uaGnZ0d9+7do2HDhhiNRpKTk6lVqxZ3794lNTWVdu3a8cUXXxAbG0tZWRl16tRh3759PP/88xQVFfH48WP0ej116tShuLhYdBH379+PjY0Nd+/epaCggIKCApycnJDJZEyZMgWJRMLRo0eRSCQYjUa8vb2Ji4vj3LlzfPzxx1y+fBmpVMqVK1fIy8tDpVJhb28v4rKzZ8/Sp08frly5Irp9derUITc3l0uXLpGfn0/Hjh2Ji4ujdevWAIwZM4bNmzf/Jgughur5N6A6OwcoVx9yc3NDq9WKwESn01G3bl2uHT0K169X+0HKJBL+3aED/fv356effiIgIID+/fvj6OjIhg0buHr1KlKplBYtWtCwYUPBNTYYDGJGrqSkRLTYTQGTt7e32SIJDAzE19eX7t2706lTJ15//XXeeustZDKZCJifuDeZjMOHD9O9e3fy8vLw8vJCp9PRr18/UlJSyMrKolGjRuTk5JCamoparWb16tXMnz+f9957j4kTJ9KgQQOmTJnCihUrhOErlNPndDodfn5+ZGdnYzQaKSkp4dChQ/Tp04f4+HiUSiUuLi5cuHCB1q1bk5mZia+vLyEhIchkMkF1/SfBtEH/3sRPIpHg5uZGVlYWAQEBxMfHU1xcTJcuXdDr9SLQu3LlyjMJvBw8eFAI8JhQVTA9cOBAJBIJtWrVYvr06ezduxc7OzuKioo4fPgwrVq1Yty4cVy8ePGp96/X63nppZfo27cvw4cPp3HjxixatIhatWqJ6p/p/9RoNBw+fJj79w9jaRmKj8+/eP75rzh/XsHDh1KSk9fSt29fsrOzOXz4MHK5nKVLl/L++++zfv16IiMjWblyJbNmzeLIkSM0adKEa9euCXpRdfjggw+Iioriu+++A8rXuKenJyqViueff56LFy+a/VarQ03iV47KJu4VLR2aNWtW5Zyfp6cBE8XXYCihsLC8Azx16lSWL18uBAL+DKpnYmIiMpnMTARlyJAhyOVytm3bVuU5HTt25MqVKwwYMIDnnnuOqVOnVsmy+KuxadMmXnnlFSIiImqC6D8Jbdq04fHjx8IcOyMjA6PRiEQi4dKlS2bHZmdns3//ftLT07l37x579uyp1sahKowaNYodO3YIeXhTkbgyrK2tKS4uRq1Wi+f+wIEDUSqV7NixQxxnSvzOnTtHp06dGDhwIBEREXTv3p1jx47h4+PDsGHDCA0NJS0tjfv375Oenk7r1q358ssvuX//PlFRUQQGBjJ69GgkEomwvjp8+DBvvvmmeK/MzEz27t3LmDFjhL9gXl4eNjY2DBs2jM2bN+Pj40PHjh05dOgQffv2xWg0snnz5hqa5zPAxcWFn3/++Yn9rnLHTyqVihk/U+KXnJyMUqnEaDSKvTPiYQQl2qqTlCJtESsvrwR+Tfzkcjnt27dn5syZaDQatFote/fuZdasWSQnJ+Pt7c2SJUsoKCjg+eefJyUlBblcTmpqqii0mqyifH19CQoKomfPnixdulR00Xfs2CHi5LS0NGQyGZ6entja2orxJ5lMxo0bN9BqtXh6ejJgwAAx7zpjxgySkpIwGAxMmzaNsrIyAgMDCQsLo3v37gwYMAArKysaNWpEbGyseH44OjrSr18/Lly4gK+vL7a2tqxcuZKioiK0Wi27d+9m2LBhODo6olarsbS0JCYmhmbNmglhvfr169O6dWuzxLgqWFtbo9Fofnfs90dQs/v/gursHEwICQkR4hLOzs5AeQAXd+4cKKqyPy+HTK+n7NEjPD09cXBwwN7eHolEwueff87MmTOJi4ujffv2fPvtt0ybNk0sFq1Wi4ODA0ajkYYNGwqes0mFyZSQVYS7uzt37txh2bJlzJw5k/3795v9HzY25uYNISEh6HQ67t+/T2ZmJu+++y69e/dGq9ViNBrJy8tj165d5Ofno9Pp+Pe//82JEyewtbUlMTGRixcvsn79eqKjo0lPT6d3797i2qaKj0KhYMaMGajVajw8PDh48CA9e/YUXicajYbdu3fj7u5Oq1atkMlkSCQSxo0bx6pVq37v1/h/HqbK0rNKAFeEm5sbmZmZqFQq/P39uXbtGt27d8doNAouvVarJSUlxey8qhK/I0eO0LJlS7P5wKqCaalUygcffIC1tTX79u3js88+w87OjgkTJqBSqTh8+DCurq50797dbA6gMubMmUNpaSmLFy8GygOb8ePHk52dTUBAADY2NmLt79ixA7VazdGjR7GysmLYsDYcOTKZNm3k3Llzm+LiYsLDwxk1ahR6vZ63336bVatWER4eTlBQEHXr1iUyMpJTp04xZcoUhgwZwvfff1/lfF9FWFpasmbNGsaPH09BQQGRkZHo9XpKSkpo164dkZGReHt7o1Qqn3qdmsSvHBX32cqWDtUpezZqNBytFkpKQCKxwN29XCo+KCgIHx8f8XD9Mzp+JjueirMvpr179uzZ1Xo0yeVyJkyYwM2bN8nPz8fX15etW7f+bQyGu3fvcv/+fbp3715D8/wT0aZNGxISEpBKpeh0OtLT0zEYDGi1WjEGYoJpDgkQgm3PMt9ngpeXF23btmXPnj3A02f8CgoKzPYYk52NyR4KygttFy5cIDs7m6lTp7Jq1SoGDhzItm3bWLVqFdnZ2QwYMACZTEa/fv04cOAAaWlpuLm5UVxcTFBQEPv27SMpKYng4GCkUileXl4sXLiQCRMmYGdnJ+5p3bp1hIeHY2FhQVRUFKmpqSQlJVFaWsrAgQOZP38+8+bNIy4uDoPBQNOmTbl27RrFxcWEhITUWI/8BhQKBXZ2dmRlZZm9XpnFVnHGz5T4JSUl4eXlhcFgEHtxdkl2teJkAMk55c/xa9euERAQgEwmw83NTTDaTpw4QaNGjXj99ddFUSQ/Px+1Ws348eO5ffs2hYWF1K5dW+hlmJTMu3XrRo8ePbh27RpBQUFAubK+ra0tDx48YNeuXWRmZmJra8vZs2cZMmQIRUVFQlG/R48eGI1GUlJS2LRpE1KplH79+vHee+/h7e1txgwZPXo0o0ePRi6Xs3v3blasWCHM5U1x6MOHDykpKRHWZCNGjCAkJEQI2G3atIm+ffsilUopKytDqVSyfPnyJwoVzxLPSiSSvyw2qEn8fkF1dg4mmHx2cnJyqFOnjpjzO3bnDjwlSC+RyTiVlYVMJiMwMFC83qJFC/Hayy+/zPbt2xk0aJDZbNeUKVNQqVRmHTvTg8bV1dVsgRw8eJDTp09Tp04dRo4cyeLFi82uZTIFr+j7k5SURO/evfH09KSwsFDMZtWpU4dhw4YB5QIfUB7gDxkyhHnz5jFo0CDef/999u3bh7W1NStWrGDChAlm146JiSEwMJBr164RERHBv/71L8aOHYtGo+Hs2bMUFRVhb2/PV199xZEjRygrKzPz7xsxYgTHjx9/qtfQ/yLkcjlSqfQPJ34mf0kT3dM0B2rqOsjl8t8UeElMTCQ3N1dQbkyobm7qxRdfxN7eHr1eT0JCAtevXxcWDqYNGqBz585VBst79+5l27ZtfPPNNygUCh4+fEjDhg2Jjo7GycmJoqIi8Rtwc3Nj7NixdO3aVVhJzJkzRzyoTJ2YiIgIIiIiUCqVtG3blp07dzJ//nzxnk5OTuzfv5/k5GR2795NbGzsMxlaP//883Tp0oVZs2YJmpSvry9KpZKffvrpmTwoHRwc/vEzfvCkifuzePnZ2DTmk08asmqVHF/f73Fx+Zf429SpU1myZAlGo/FP6fhdvHhRzPdVRIcOHQgODmbJkiVPPd/FxYV169Zx4MABli9fTseOHcWM6l+JzZs3M2zYMBQKRU3i9yeiZcuWxMfHU1JSglKp5PHjx6Jwm5+fb7aH165dGysrK8rKypDJZDRr1ozbt28LFcJnQUWRl6fN+BUWFj4RQIaEhNCyZUuWL19Oamoq33zzDZmZmdStW5fFixfTp08f9u3bx4kTJ4SFlWm8JDw8XCR+rq6urFmzhmXLlqFWq3n06BE+Pj4YDAZKS0vZv38/b731lnhfk4XDm2++yalTp2jQoAFBQUFkZ2fj4ODA+fPnBV3Q1O2TSCRs2bKFESNGUFJSwq1bt2jVqtXv+3L+Yahqzq8yi80041c58TONcxgMBgwGA0HuQZTpq+k66eDGtzdo2rQpp06dEsUMg8HA4sWLWbRoERs3bmTo0KEoFAoGDBgg7KXs7e2RyWT4+/uTlZUlitGmhkpRURHdunWjZ8+eHDp0iKioKKA8Vj569CjBwcG8/PLLGAwG8vLycHZ2RqvVIpVKkUqlPHz4EEtLS3x8fMTrCoWCuLg4Pv30UwoKCjhw4AAqlQqZTMa8efOYOHEi06dP5+LFi2zYsIGhQ4cKy5H27dvTuXNnLl26RF5eHjdu3KBjx46cOHGCevXqERUVRW5uLnfu3OHu3bu4u7uj0Wg4cuTIE6yfXr3KheZ+a/+vSfz+YlTs+FWmegIiKExPT6du3brI5XJycnI4ExODYfBgjFVswgBShYIvMzJYsWIFSqVSXPfAgQM4OTkRERFBq1atOHv2LCUlJcILCMo3Ta1Wy/3790U1Jzo6GoVCgVqtFmIGcXFxjB49mj179mBtbc0333wjrmFKxvR6vdigZTIZCoWC0tJSzp49S4sWLWjbti0XL17EycmJrVu3MnbsWNzd3YUoiIWFBQcOHEAikbB06VLWrl1L48aNSU9P5/Dhw2ZebSUlJULqf+7cuTg5OTF48GCuXbtGaGgo06dPR6PRMHDgQEJDQ9Hr9Zw9e9YsaLa1tWXQoEGsX7/+D3yb/3fxn3T8XF1dhTqWSeBFLpeLIXypVEppaelvJn7Hjx9HrVbTuXNns+OkUmmVXRSpVMpHH32ERCKhuLiYQYMG4eDgIP7u5eXF8ePHSUlJITw83KzzcevWLcaOHcu+fftwcXHh4MGDQpSmbt266HQ6Hjx4QIMGDVAqlQwbNgx/f3/KyspQq9VkZWUJ70dTN9DV1ZW3334bKJ/hW7hwoViHFXHs2DF69eqFXq9HJpNV28GpjM8++4yvv/4aDw8PfvrpJ3r16sWdO3dQq9WC1/801HT8yvE0qmfTpk25detWlevN3T2QQ4d0ODubJzC9e/emsLBQeCn+GR2/qhI/gE8++URQkX4Lbdq0ISoqildeeYXu3bszYcKEvyzxN3n3jRw5ksLCQuLi4mqC6D8J1tbW1K9fn6KiIlQqFbm5uVhZWaFQKJBIJERERIhjFQoFo0aN4tChQwwbNozs7Gw6depUZfJWHXr37s39+/e5devW7078oHzNLliwgBYtWuDt7Y2npydZWVm4urpy+/ZtoqKiCAgI4MCBA/Tu3VtcPywsjNjYWJKTkwX1rrS0lNLSUsLCwliwYAEqlYolS5YwduxYs73/4MGDeHl5ERQUxNGjR7G3t6dBgwZIJBL69+/PwoUL+eijjwA4fPgwffv2RavVsmPHDkaMGMGlS5do3rz5E360NTBHVXN+lTt+pu/N0dGR7OxsvLy8SEpK4sUXXxTn3LhxA287b3o06IFa/iSV2FJtybCGw0RxePbs2cyYMYPTp09z+/Zt+vXrx8GDB4X37ujRo9Hr9ahUKho3bszp06fp2rUrer0eb29vYc1jY2ODTqejXbt2+Pv7k5KSImwnDh8+zJgxY9i3bx9z586luLgYS0tLbt++zccff4xKpRK0ZxsbGyEKptfrKSsrw9nZmYkTJ1JcXIydnZ2Y7xs3bhwnT54kMTERV1dXzp+t0ilPAAAgAElEQVQ/j42NDR999BFarVYwgQYPHizi77Fjx+Lp6cnkyZNp3Lgxtra2TJ06FU9PTyZMmCAsHvbu3WsW58jlcl5//fXfFHn5q4TfahK/X1D5R1KZ6lm3bl2gPPHz8fFBKpWSkZFRvmmOG4ekSRMKK7TH9UolhRIJdxYvxrNRI2Ge7uvry7///W9mzpzJ559/zptvvsmCBQvo1asXO3bsMKOIfPjhhygUClq3bi3UES9fvoxarRY+Kbm5uYSHhzN37lwGDRokTLetrKywtLQUwU+DBg2Ij49HoVAIFSQXFxfi4uK4efMmsbGxREVFkZycTIsWLYR0rmmmsKioiGHDhlFUVMTw4cMJDw8HYO3atU8E+tevX0elUmFtbU10dDTZ2dmEhYVx+PBhpk+fTlpaGoWFhXz44YdcvHiR1q1bk5SU9MTmPm7cONauXfuP8jwzJX6V19+zwJT46fV6YekA5cHAw4cPsbGxQavVPlF1MiV+po3qu+++o6Sk5IkA8WlKiX5+fqJyV1EpzIQ2bdqwceNGzpw5I5Iy09pdsmQJQUFBTJo0iQEDBtClSxecnZ3Jzc0lLy+PN998EysrK3Q6HXFxcURERDBp0iSio6OJjIzE19eXr7/+mpiYGIqLiyksLEQul/PZZ59hYWFBXl4eb7zxxhP3tH37dkaMGCGq0CEhITx69Og3P2dHR0d69uxJRkYGOp2O8PBwrly5glwuN+vqV4eaxK8cT6N6mgbnHzx48MR5jRo1EoFMRUilUqZMmcKSJUv+446fRqMhNjaWli1bVvn3Bg0a8Oqrr5rZgjwNUqmU0aNHiwKLv78/69at+1O8Bp+GH3/8EScnJ5o3b05UVBQtWrSocjasBn8Mbdu2FT5gGo0GS0tL3N3dBc29ItLT0ykoKKBevXq/a77PBIVCwWuvvca6det+F9UTyotiBw8eRKvVCpXMO3fuYGdnR0lJCT/++KPwTNu3b59ZMqBWq+nWrRuPHj3iyJEjgiLXqlUrjh8/jqOjI6WlpezcuVOYd5tgmv03Go0cPXqUzMxMJBIJer0eGxsb2rdvT4sWLcjMzOTGjRt07txZzBj6+PjU0DyfEVUlfpWV6k1r1KSSWatWLZKSkmjWrJk4x8Tw2j5gOz19eiI1SKEUlEYlHjYenBx5ks0rNrN7927c3NwoKCigTp06yOVyVq5cyfbt29FqtaxcuZLExESOHTuGRCJBq9USExPDiRMnCAsLQ61W4+zsLJoJSqVSJGRvvfUW7u7uZGVlYTQaycjIYOXKlXTo0AGJRIKvry+WlpYMHTqUzz//XIxbuLu7c/PmTbN17+DggI2NDd7e3uTn5+Pg4MCgQYMAWLBgAc8995zQMoiOjqZPnz7UqVOHyMhIDAYDUqmUZcuWiTWbmZlJQkICnTt3Ft3L/Px84uPjGTZsGGPGjEEikXDr1i327dtn9n2MGjWKb775hoKCgmq/x79K2bMm8fsFpgqxqfpfOWgwqXX9/PPPNG7cGJ1OR1FREW3btiXy+nWIiuITPz++k0qJVCiQvfcei8eM4fVt2wgICCA9PZ0jR46wYcMG1qxZw4MHD4iKiuK1117jxx9/pHXr1vz73/8W80FeXl7k5eXh4OBAaGgoq1atIi4ujtLSUtRqNXK5nOzsbF566SWaNm3KlClTePjwIVBOKykrK6O4uBgXFxdkMhkPHjygX79+uLi4oNFosLKy4pVXXsHHx4d9+/axZMkS0tLS+Prrr3nhhRc4fPgw6enp1KtXD1tbW+H9kpiYSE5ODnl5eWi1WlavXm0m2wzlRp9lZWXs2rWLTp060adPH5KTk8nJyeGnn34SlRypVEpkZCQBAQHY29szc+ZMs4QnMDAQT09PIabxT8B/kvipVCosLCy4f/8+vr6+pKWlkZOTg5OTE9nZ2WKQ2pQQmuDs7CwKGXq9npMnT9KyZcsnZtWe1kVZunQpbdq0QSKRsHLlyiqPGTp0KNOnT2f58uVs3bqVYcOG0bNnTzF7t2rVKmbPnk1cXBzZ2dlkZ2czcOBAJk6cSHx8PHK5nO+//x53d3eWLFlC48aNOXDgAJs3b2bJkiX06dNHPDz69u1L/fr1KS0tZcWKFWazilBuORETE0Pv3r05duwYq1evZtSo/8feeQdUXe////E5Aw5wmLIUlKEiblDcmLhFzY0jd+6RWWnD9KZpppkrzSyvOxJTMzPFRTkABVwogiiQKIIs2evM3x90PjHVrPu9v3svz78Kz3mfz+ecz+fzfo3n6/mcRrdu3V5IjbGkpEScO/Tx8eHq1asUFhY+V9ET6hI/A6p2/Aw+fobOa20CL+7u7rWKk0yaNInw8HBSUlL+UuJ38+ZNmjZtWsmHrCqWLl3K8ePHiY6OfuF1bWxs+PLLLwkODmb37t107ty5mhDI3wmDdx+U059fhM5chxdHx44dkcvlqFQqdDodCoWCZs2aIZVKK/nlAiQlJeHm5oZer/9T830VMW3aNPbv3y/OTFVFTR2/vLw8Ro4cyaFDhzh58iSnTp0iJyeHwsJCXn31VRQKhbjW06dPiYyMrHZsQ4YMIT8/n5CQEB49ekRJSQkLFy4UvdgMSUXFPePWrVskJCQwfPhw7t69i1arJSkpiatXr2JsbMzu3btZsWIFAMHBwWJCYPDuA+qEXV4QNVE9a+v4Qfnz1tjYmJSUFOrVqyeOSly6dAkAU7kpP4z5gYAnAfADrGy2kkdvPaKzczkD4sGDB/j7+/PgwQN8fHzEa8LLy4uOHTuyZ88efHx8WLt2rehL3ahRo0oKrVZWVvz4448AonDili1buHDhAlOmTBGv323btrFmzRqxMO3u7k5BQQFt2rRhwoQJqNVqpFIp9erV46OPPkKn0yGTyURhxHHjxonicCYmJly9ehUHBwdMTEzIz8/n3r17vPnmm4wdO5Y33niDwYMH065dO7Zu3crs2bMJDw9HJpOJM4cymYwxY8Zw8eJFZs6cKVqsZWVlER0dTa9evSgpKWH+/PmV9vkGDRrQq1cvAgMDa/0d66ie/8cQBEG8UQwXatVhfBMTEwoLC2ncuLFIxXN0dCx/wMtkpHXuzGCdjnfatYNly1iyeTOJiYmoVCpyc3Nxd3enXbt2ZGVlERgYyMOHD0U1zsDAQJKSksjLy0MqlYr8Z0VODn7377OgtJSImTPp1bq1OHwaHR1NdHS0KOIikUgYM2aMqKzUsGFDli5dik6nw8nJiQcPHpCamoper2fYsGGVBngnTpyIQqGgrKyMDz/8kG3btmFkZIS7u7s4oCuTyTAyMqKgoIAWLVrw7rvv4uHhUaliBOVVZqVSSUJCAunp6YwcOZKff/6ZgQMHsnPnTvLy8nila1eC/f2ZvW4dm3bv5opez0C9vtrczOzZs/+nRF7kcvlLe5Dp9Xrs7e25ffs2UqmUdu3acfXqVZycnCgtLcXNzQ0orzxXfbh4enoSFxcndpRr8paqrYuSlZVFUFAQKpVKvB/y8vJqPMZVq1bh7+/P1KlTSUtLY9y4cTg7O/Po0SN27drFtm3bKCwsJCMjgz59+jBo0CACAwNF0QRLS0u2bt1aKZHr0aMHERERFBcXk56eLj50t2zZgp2dXY0dyKCgIIYPH05CQgIKhYImTZrwzjvvsHr1anr16kV4ePgzv2eDoqcgCCQkJBAWFoalpSXW1ta1vs+Auhm/clQscFSc8TNs0rUJvDRq1KhWoRRTU1NmzZpFUFDQX+qmGYRdngUrKyuWLl3KokWL/rRwi7e3N6GhobzxxhsMGzaM6dOni/O5fxfy8/M5fvw4r732GlAe1NV1T/5edOzYEbVaLXZWNBoNnTt3RqPRVDNtTkpKwt3dndjYWORyOU2bNv3Tn+fm5kb79u0JDQ2tseNnampKaWkplpaW5ObmEhMTQ4cOHXB0dCQwMJB58+bh7u5OZmYmQ4cOZePGjTx69EicoT5+/Di9e/fGzMys2nnq9Xrat29PUFCQKMQB8PDhQyQSCebm5rRt21ZMNrZs2cKcOXOQy+UEBwfTunVrOnTowL1797C2tqZPnz6i2rRB7TsnJ4czZ84wevRotFotV65c+VNzkP+reF7Hz6AdUDHxy8vLw9ramidPnoj7VtWip6naFO7BtH7TkAh/pAsGRU9TU1P69evHq6++yowZM4iKiiIrK4uSkhJmzJghXkd6vZ7r16+j1+s5ceKEeM/Ex8ej1+spKCjA3NycTz75hMmTJ/PFF18A0KRJE6ZOnUpxcbHYQSstLaWkpISvvvpK9Ew1NTWlrKyMjRs3ip/Ztm1b3NzcmD17NiqVCjc3NxYvXszdu3fFovKVK1eYOnUqK1eupFevXmRmZrJ792569OhBVFQU2dnZTJ48GaVSSVJSEt27dxeTPK1WS2BgIE2bNi33GQwYxPbb28ntlUuL6S1QWCtYtGhRpe/TEM/Wtl/UUT3/DTDcKAb/vKpBrsFY2MLCAjMzM0xMTMjJyREre/b29giCQOPGjQHEgPLs2bN4enoikUjYsGEDPXr0ICAggJ07d4ozFzdv3hSDIHd3dx5evcox4HZREV0PHWJ+ejoBYWF8FxrK9uxs7kVE8PjxY1JTU4Fy+tngwYO5dOkSWVlZmJub06ZNG5YvX45EIsHNzY2YmBgUCgXGxsbo9fpq56fVavHw8MDPzw+NRoOJiYno55OTk8PFixdxcnLi1KlT7Nmzh6+//pr8/HwePHhQaZ2rV68iCAILFy7k+vXr9O/fn+PHj+Pp6Ul6ejoalYozCgUBN27QoLQUhUpF05wcPo6Pp+DjjyttmKNHj+bq1askJSX9nT/1/7cwPKD/SuJnMPo10D0dHR3FjjWUVwJro3ueOXNGNEKtito6fl999RWvvPIK2dnZ7NixA4lEItI5q0IQBCZMmIAgCMTExODr64uXlxdbtmzhzTffpKioCIlEQmxsLFKpFBMTE9auXSvO0dSvX5/hw4dXWzckJITi4mKkUin9+vWjT58+HD16tNagITAwkPHjx4tqnoYiyIQJE9i7dy9Dhw7l+PHj1d6n0cDXX6dTULCe6OjptGw5g+nTZ3Dnzh2xIvg81HX8ylHxGWttbS3+xhU7fjUlfo6Ojmi12kriVRUxf/58Tp48Weu/vwhqE3apitmzZ/Pw4cMafdueB4NKXFxcHJaWlrRs2ZKtW7e+VLe/Jhw+fBg/Pz/s7OxQqcpo3/4CFhbjuXGjB2p19vMXqMNz0apVK1QqFUqlEolEQnFxMb1790alUpGdnV3pOW5I/E6fPk2/fv2eqZz4LMycOZNffvmlxsRPEATMzMwwMzPj4sWL9OzZk2XLljFjxgz8/PzEbolCocDKygq5XE6rVq3ErvWRI0cq0TwNKC4uRhAErl69yltvvYWnp6c4M52RkUH79u25c+cOWVlZdOvWjaysLA4fPsyMGTOA8o6eiYkJrVu3RqVSkZ+fz0cffQSUz2GfPXuWQYMG8f3339OvXz+sra2JiIhg6NChhISE1Nj5r8MfqG3GryLV02CFBH8U2lxdXUlOTqZZs2ZAuddzxaTEoABecZQHyhM/w1iDoVEik8nw9/dnx44dODk5sWbNGgoLCxkwYAB9+vTB1NQUvV7P1q1bKS4u5osvvqBRo0ZA+XWbmZmJp6cne/bsEeOHBg0aIJFIWLduHe+//z4pKSmcO3cOY2NjMjMzRbaZRCIhOTkZIyMjiouL6dixI05OTiQnJ2NnZyeKLxnEEdVqNT/88AMLFy5kxIgR3L59m4iICIyNjdFoNOzfv59PPvmEffv2odPpyM/Px8/Pj7t37/Ldd9+Rm5uLIAicO3eOBw8e8M1P3/Bk9BNuWt0ksjSSq+ZXeTj8IUdCj/DLL7+I31uvXr0oLi6u1d6qjur5b8DzLB1sbW3R6/WUlpaiVCqxsLDg/v37pKam8vTpU8zMzESrBSgPxJOSkujUqRNpaWk8efKEzZs388knn4hr1q9fn7Vr14rVM7VajSQzk6jiYgYDCsBIrUaq1aIE5FotvYuLWX7iBAbBZCcnJ9zd3bly5QpPnjzB1taWVatWcfLkSaD85omMjMTIyEhU7SwsLKwUxBcXF6NWq3n48CHnzp3D1NSUVatWiV3IPn360KVLF27evIlEImHq1KnY2toyfPhwfHx8WLduHWq1WjTXhPIO6YABA1Cr1URERHD37l2MjIyY7+GB/PJlTKtUPSQlJSxXqXhryhTx2ExMTJg0aZKoZvbfjr+a+Dk4OIjBskHZ02AQnJeXhyAIlJaW1pr4GWhANQW9NR1XaWkpX375JQDz5s1j4MCBODg4sG/fvhqrWnFxccyZMwdvb2+xgzd8+HDmz59PQUEBjRs3JiEhATc3N9LS0kTPHZlMhk6nY/78+TUGTG+88QaWlpbI5XL++c9/0qlTJ+zt7Tlx4gSfffaZWOmEcjGk9PR0evToUaONw4ABAzhx4gQzZ84UZ2sBcnPB2xveeqsexcXjKS2dyr17W7l9exkSifyFhF2gLvEzoCLVUxAE7Ozs0Ov1z038tFotRkZG3L9/v8Z1HR0d6d2791+qnL5Ixw/KO/Tr1q1j0aJFL52wWVpasn79en799Vd++OEHfHx8KgmDvCwM3n0A165toFcvLVptHvn5l0lMfPcvr1+H8t/fzs5OpOgbrA4MuH79uvjfv/3220vP91XEkCFDSEtLo6SkBL1eT1ZWFqmpqeK9pFQqOXfuHOfPnyckJARbW1v69euHh4cHjx8/JiIigq5du3Ls2DH0ej3e3t5cv36dgoICzp8/X03NGcoLa1Aeazx9+lR8ZiYlJaHRaJg4cSJ2dnZcv36dW7du8corrzB06FDs7e0pLCzkypUrPHr0SBSHeeWVV8Q46dKlSzRr1kzcNyZNmkRubq6onnjv3j1++umnfykl+j8dtXX8nkX1rKjsadi7dDpdpUK+oeBuaDAYXhMTE0ObNm3EtXU6HQcOHGDs2LH07NmTwMBAkY5/8eJFHBwcyC/Ox3uUN0ofJcoGykoq8AYGXX5+PuHh4SQlJYkJJUDfvn1p3Lgx/fv3p1OnTqhUKkaOHMmyZcvEWL2kpISysjIGDx6MiYkJ2dnZFBYWkpOTQ69evfjoo48ICQlBq9XSvHlz7t69i16vx9PTk6+//prs7GymTp0KlKvgxsTE0K5dO3Jzc1EoFKI6+YgRI7CxsRFZdhqNhg+uflAerP/u7FaiKUFnpKOgbwHTpk0T9zSJRPJMFlsd1fPfgOdZOhiqHrGxsSiVSpRKJfHx8XTs2JErV66I9DZnZ2egvHqi1WpFv5IxY8Ywfvx43N3dK61bUFDApUuXyqmUMhmhRUVYajS1/jjGgDPwFeXzWVKplHv37pGbm4u5uTmrV69m1apVWFtb4+XlxdOnT8VN4tGjR7Rt25b8/PxK57d//37kcjmFhYXiuU+fPl3896ioKDZs2ICRkRG3b98mPT0dgA8//JCIiAjOnTuHj4+PKKc/ZcoUfvzxR0aOHMmZM2fo0qULR44cITU1lXfs7eF3OldVSBUK2qeni14rUF5V371791+q4P+nwJD4vQxNzZD4GTp+BmVPe3t7dDodDx8+xNbWFo1GU23Or3nz5ty+fZvr16/Trl27GlXUaur4BQYG0rJlSy5evMi0adMQBIFvvvmGsjIzJk6M4J13YNs2yMkpTzwHDhyIRqPhzp074qzKe++9R15eHoMHD+bGjRtYWFgQGxvLnTt3sLW1RafT4evri4mJSY1iG/v37ychIQFjY2Pkcjk3btwgMTGRnj17snTpUsLDw0UBGJ1OR2BgIOPGjaOkpITIyEh69uxZbc2OHTty/vx5Pv74Yz799FP0ej1z58K9e1BaavDtlFJaKqWkxI+SkomVjL6fhbrErxxVi2v29vZoNBpxk/T09OS3336rdt8XFxdjZmZGbGxsrWtPnTqVnJycl3pmZGRkkJ2dXU2Suza8+uqrODo6VnpmvQxatmxJSEgIS5YsYdy4cUycOPGl7WwSExO5e/cuAwcO5P79+xw9ugcoD6L0ejUqVfpfOtY6/AHD3B5AUVGRyAYyMTERxTKgPIhu0KAB4eHh9O7d+6U/zyD4lpaWxpdffsk333zD3r17WbduHefPnycnJ4eioiL69u1LREQEkydPpkGDBlhbW3Pp0iWcnZ3x8PBAq9Vy6NAh2rVrx40bNwgODqZbt26VPPgM2LZtG8bGxqSnpxMcHCwmritXrhTtKQCaNm3K2bNniYuLEynbv/76K+3atSM2NpYrV66g0+n49NNPxbUNNM+EhAQSEhLo378/0dHR6HQ6scinVqvF+bM6VEdtM361dfzs7OzIzMzExcWFBw8e0KpVK6A8Mal4zaampiKRSCqpficmJlKvXj3xOpFIJJSUlHDp0iWGDh0KwNatW8VkMzIykmSHZFgMUW5RnDQ9SeGMQtImpuEyxEVct169ehQUFNC0aVMOHz6MVCqtJHbo5eXF/fv3ad26NcbGxtjZ2TF16lSkUikFBQUIgoCrqytLliwhJyeHGzduYG5uTufOncnIyMDX15fx48ej1+tJS0tjwYIFfPDBB4SHh3PkyBHKysqIjIzkk08+oWnTpkRGRlKvXj2xODJkyBDMzc3p0qULSqWSBg0alAvXmKpJfJpY4+8isZVQJC1i+fLl4t+mTJnCTz/9VM13Eeqonv8WPM/SwcCDjoqKwtTUVGxPd+7cmcuXL4sXqYGCYeBB3759m7feeotLly4xduzYap8bGBiITCZDoVCwXKOhnlrN80ggxsBQwKy0lIyMDORyOc7Ozrz55pssWbKE0aNHU79+fS5fviyeU/369enRowceHh4UFBRUOr+dO3eK0v8dO3akcePGbNiwQbR/CA8P59SpU7Rr147IyEhMTU1JS0sjICCAxo0bc+rgQbb07cv5BQtw1GoZOXIkYWFhDBw4kOPHj+Pg4ICjoyMKhQLnevVqPS9Br2fmpEksXbpUpBk0bdqUNm3acOTIked8K//5MCR+L2P2rNfrqVevHo8fP6aoqAgXFxdUKhVqtRqZTEZycrI4UxEWFlbpvYbEr379+vj5+dW4ftWOn06nY/369TRq1IiAgACxMPL06UAghcDANmzYAIsXg5OTHi+vNTx8+BAnJyd+++03Tp48iVKpRK1W4+Pjw9GjR5HJZFy6dImePXsilUqJjY1FIpEQExODk5NTNVGP3377jXnz5iEIAv/4xz9o0qQJCxcuFKX2fXx8KgnAdOrUiV27djFhwgR+/fVXOnXqVKuAR7NmzQgLC+PAgQPMnfsuR4/qUdVgb6RWGwFvi+bKz0PdjF85qhbXDAJShsTP2NgYNzc3UfLbgOLiYszNzZ+Z+LVo0QIjIyOCgoL+9HFFRETQsWPHWgVkqkIQBNavX8/y5ctrnW19UQiCwOjRo4mLi6Nhw4a0bt2a9evX/2l7l127dtG+fXv8/f3p1q0bZ89qEAQrpFILJBIlLi4f/qXjrMMfaNGiBWVlZeIzOykpiYYNG6JQKCo9Z5OSkkhPT6dt27ZYWlr+pc/09vbG19eX7Oxs1Go1KpWKsrIyzp07R/PmzXn99de5ceMGK1euRKFQMGjQIA4fPlxpdm/YsGF88MEHtGzZkuvXr1dT8zTA0IEZMWIELi4uIospIyODw4cPI5PJxGI3lM98N2vWjB9++IE1a9YQHByMh4cHLVu2JDU1FYVCIdIE9Xq96N+3f//+SgW5qnvgy+yJ/yt4XsfPIHZSW8fPoFqv0+lEaqJBIFChUFRK/AzG7QZIpVIePXpEv379MDc3p7CwkP3796NUKvHy8mLJ90uIsowCY9Ab6UEGCIApHJcch27lXeoRI0bw3nvvcePGDYqKilCr1aSlpdG5c2cWLVrEN998w5AhQzh69Cg6nY7+/fuj1WrFYrRer+eXX37BysqKxMRENBoNTk5OZGRkEB8fj4eHB/v378fU1JTDhw/j7u5OmzZt+PnnnyktLWX16tVERESwZ88eBgwYwPHTx7l29xoIf9jirF27FnNzc9LS0tBoNNja2lLfqT7UUqeXy+XY2Nqwfft2sftfr149hgwZwt69e6u9vq7j92/A8ywdDA/N8PBwTE1Nefr0KXq9XqzixcfHI5VKxc0/Ojqa1q1bEx8fz4ULFxg0aBALFy6stK5er2fDhg2oVCrmzpzJAkF4btJngAbwKyzEw8ODbt260b59e77++muWLVtGUFCQ6H2m0WhEGuqIESNwdXUlLy9PDLoSEhK4c+cOarWaHj16EBsbi42NjViVc3FxoXnz5pw+fZp//OMfTJgwAXt7ew4fPszxH37gkpcXQv36dN+xg69VKhKAAj8/2jdujEKh4OTJk+JArbu7O4svXaKwtpPSanGeNIk5c+Ywd+5c8WE/Z86c/wmRF8MDWq/X/+mun16vRyqV4unpyZ07dxAEgQ4dOpCeno5cLsfMzEwUDUpJSaGkpER8r0FFVq/XV/PvM6Bqx+/UqVPI5XLOnDnDG2+8AUBkJMyeLQAmgCkAxcVQUiLw4MFShg5dTmhoKKNHj+b06dOiPcjVq1cJDAzkyJEjjBw5Uuzw6vV6nJ2d6d+/PwqFolIwrtFomDBhAnK5nG7dumFiYiJSrQcNGsTjx4/FgMRgxDpw4ECys7NZsWIFQUFB1WieVdGgQQMuXrzI9esPUauf1T1yJDk5uZqEc00wNzentLT0pbwa/5tQtbjm4OBAWVlZJT/FmuiexcXF2NjYPDPxk0qlmJubs2HDhj8dML4ozbMivL29GThwYKVOxl+BUqlk9erVhIeHc+7cOdq2bSvS7XS6MnJyfiUn5xe02srek/fu3WPRokWsWbOG7OxsZs6cycOHD0lNLcTD4wpt256lc+ckLC27/C3HWQdo164dpaWl6HQ65HI5oaGhtGrVCr1eLwbMeXl5lJWVceXKFXGs42Wh0WhQKpXVlIqhPNDs2vJGcFcAACAASURBVLUrBw4c4PHjx5SUlLBq1SpWr15d6dlpoLg1b95cjF1OnToldmwMKC0tJSAgAEdHR9q1a0eTJk1wcHBAJpOxfv16vLy8UKvVNGjQQHzPli1bWLFiBZs3b2bJkiV8//334rHp9fpKNkF3795FrVbTqlUr/vnPf5KcnIyLiwtXrlypFCfJ5fI6/8lnwKA/UfHZWbXjB1Sb8TMkfoZ5TYlEIlqC3b17F0EQsLCwqJT4VZzvM7wnJSVFbGocOHBAjBX27N3Dj4U/UqavZe+UAD1ArVdjZWVFTk6OONphaWnJuHHjaNWqFbt27UKn03HlyhXRguLOnTvcvXtXvE5sbGxo1KgRUVFRIqPtyJEjJCcno9VqkUgkXL16FYlEgqenJ5988gmhoaHs27dPVCX19fVlyqIpDDowiK7HulI6uxTJ+xKuKa9hpDBi9uzZJCQk0KxZMzIyMspt1X7LgVosgB2VjhzZeQSdTsfEiRPFY509ezbbt2+vFuPVzfj9G1DV96Rqx88geXz37l2Rz69UKklLSyMqKoqUlBSMjY3FFm50dDR2dnbY29tz+fJlDhw4gKWlZaXgIDw8XKzULBwwAPmfCFLkgKulJfXq1SMiIoKzZ88SEBDA559/jrOzMzk5OaxevRoov+FTUlIYMmQIbm5ulRK/jRs3UlZWhlQq5bvvvuPp06dcu3YNOzs7BEEQ1SAFQWD48OGi/8706dO54OJCu+hoKC1FyM/HgnKqcy+tlu0xMfh17YpcLufWrVtkZmaiUqnYr1ajsrSkWvPE1BRGjAA3Nz788EPu37/PoUOHgPK5hqSkpBpnfv6bIJPJxEBVVVN76TkQBIHWrVtXons+fvwYQRBwcHAQKR8SiaSSgpfBXiMtLa1WQZSqHb/169fj6+tbSdn100+hQj5Z5dhM0GjeoWvXrly7do3S0lLCwsLYv38/kyZNYtKkScyePZvTp0+LXjfOzs6kp6ezcuVK0VfHgE8//VS0FtmxYwdXr14lPj6eTZs2odfrSUlJwcnJqdLxZ2Rk8OGHH9KpUyeCgoK4ceOGaHpfG5RKJfPnj0KrrT0RNzFJY8eOHSxYsIDc3NxnricIgrjJ/S+jJqrniyZ+tra2z0z8JBKJWPSqOFz/InhRYZeqWLVqFTt27KgmdvVX4OHhwcmTJ/n000+ZPn06EycO4/LlFsTEDCUmZhiRkS3Iz0/mu+++w8/Pj+7du5OamkrTpk2JiIhgzJgxPHr0CGNjY1xdm2Fh0REjI7u/7fjqUH6N6nQ6dDoder2e0NBQfH19KSkpISMjA71ez2+//Ya7u/tL2zhUREpKCkCt4jAymYzU1FTUajVHjx4VrREqQq/XIwgCn332GZ9//jm2trY0btwYe3v7Sq977733KCgooGXLljg6OlJcXEx2djaZmZns2LEDV1dXTExMxNjo1q1b3Lt3jxEjRjB//nxef/11SktL0ev1+Pn58d5779G7d28x4DV0Xlq0aEFmZiY+Pj7ExcXh7u5OUFAQTk5OODo64ufnV2tBsg7l14Kjo6M4ggPVGxk1dfwM4i4GcRZBEMR4NCQkBBMTEywtLaslfhU7fnl5eeTm5jJw4ED0ej2ff/45arWaOXPmILGTIDOtXqCoBCmUScqIi4sjMzOTGzduoNfradGiBa+++iohISH07duXlJQU0XokNjaWb7/9VlQfl0gkWFpakp6ezttvv41er8fCwoIWLVrQqVMnbGxs2Lx5M0qlkrKyMlH3wNPTEycnJyZNmsTHH39MnjyP5SnLKXUqRS/Rgxx0xjq0XbQIYwSMjI1ITU0lOjoatVrNo0ePsDC34Kt+X4EK+D08kgkypDopDa82xNPTk+XLl5Oamsrnn38OQJcuXVAoFPz666+Vvoo6que/ARVvlJqonkZGRkgkEurXr09BQQGurq44ODgQFRUl/s3MzEy8+aKjo0WxguXLl6NUKtm9ezdbtmwRqyobNmygtLSUPn364Ghry5+R9FAD2Xo9ly9fprCwkObNm3P8+HHS09NFvvzChQsBRI/CYcOGsXr1alJTUwkODmbp0qVs374dQRBo164dt2/fRq1WY29vT2ZmJkZGRiINAODHH3/E3d2dvXv3cnnnTrwePsSshmMz0utxlUhoHB1NWlqayPdu06YN1+7c4dfVq4muXx+VIKBRKMDMDObOhT17xN9i586dvPnmm2RnZyOTyZgxYwbbt2//E9/Qfx4MiV9FPv6LwpAwtmnTppLAiyEQtbS05NGjR6IZacWZCYNRdv369TE3N69x/Yodv5s3b3Lv3j1u3LghdvsAwsOhttqFXi/hxIk8kpKSMDc35969e3Ts2BGdToeNjY2oyCWTyZg3bx4SiYRHjx4xYcIEXF1dK818XLlyhc2bN/P48WNatWqFh4cHx44do2/fvjRp0oT8/HyxWmmASqXi8OHDTJ48mREjRuDg4IC1tTWenp7VBGCgXNFsxYoVuLq6sn37Jvr2TUYQKr+mHEV0736R7t27M3jwYN5///1afqE/UDfnVzPVs6ioqFriV1XRr6SkBAcHBxISEmrtmkqlUvR6PW+//TYbNmx44WPSarVERUXRsWPHP3k25cIXb7zxBh988MGffu+zIAgCQ4cOJTY2lgEDUikqSkKrLUCrLaCk5BGbNjVjz549zJ8/X0zyDEbCgJiI1OFfAwcHB9G/TqVSiWqaBm+/+Ph4kpKSxDmsv9q5ehYTRKfTkZ6ejl6vx8rKqtbf3bDHtGjRguHDh4uzVRVx8uRJgoKCcHBwQKfTYWdnR0REBDY2Nrz33nsEBASQlpaGnd0fhYSKFg5QToOdNWsWDRo0QC6XY2JigkQi4dtvv2Xu3Ll8/PHHlJWV4ebmxsqVK/nwww9FwTB/f3+mT5/OrFmz6Nq160uroP6vwNHRsdKcX1U7h5pUPQ0dP61Wi4mJCVqtFq1WS2ZmJuHh4djZ2WFtbf3MxC88PBx7e3tMTEyIiIgQLcPmzZuHVq/FSF7ZD7gadGCkNiIuLo6vv/6aTZs2oVar6dSpk6jWuWnTJt588006deqEm5ubeL8ZbEh0Oh2pqan06NGDRo0aIQiC6FvcuHFjiouL2bZtG0VFRTRq1EgsICckJBAVFcWnn36KXC4nu302BWUF6KkcxGglWoodi8kzzxPvP0EQWLJkCaNGjWLF6ytocrYJFvcs4AFwFXZ33I3wSGDx4sW89dZbNG3alJUrV5KQkIAgCDWy2Oqonv8GVO34VaV6GjzW7O3tRV8+R0dHYmNjxYemkVF5RaCkpEQ0KwVEtSAnJyc2b97MxIkTSU5O5uTJkygUChYvXkzO7+32Fz5eiYQfVSo0Gg2WlpZ07dqVrKwsOnbsSEZGBqmpqQwcOBCZTIapqSlKpZLPPvuMN954Q6SLGJQ/TU1NycnJYcyYMWg0Gh4+fCjSUw4dOkSbNm3w8/Nj9uzZyGQyFi1aRPqGDQYRoxphrFIx6/fvsqSkBKVSydtvv42zszMhMTFcWrQId1NTisLDISsL1q0D+R8rdunShYCAAN555x0AZsyYwYEDB8Sb/b8RFTt+VROR58GwmVfs+HXo0IHExERxbYOXjpGREadPnxbfe/bsWaytratVfCuiYsdv/fr1DB8+nMePHzNkyBDxNTV4CleCTldE69atSUhIwMnJibKyMsaPH8+VK1dITEzE0tKSDh064OPjI1KZVq1aJZ6fRCKhoKCA1157DVdXV1xcXJg+fTqhoaGkpqaKMtCGbl/FYOH06dN4enri6urKqVOnGDhwIFu3biUsLEwUgAkMDOT06dOMGDGC1q1bk56ezsmTJwkLC+P48eZYWERSzusoRaHQIZdrsLTczahR5ZvB2rVr+fnnn0UFsNpQN+dXM9WzsLBQFIWAmr38DDN+zs7O4rVdFYZrdfz48Vy7dq1S4PIs3L17Fzs7u0rB7J/B4sWLuXjxYq1y3X8FJiYmNG9uRgWPbCQSHb17e3DmzBlGjRqFSqXixx9/ZPz48eJr6hK/fy0M4lmAOPtuoM6ZmJhw7NgxsbDWp0+fSmqGLwND560mCrNOp+POnTu88847FBQU1EpzNuwVAEuXLhX3egOePHnCtGnT8Pb2Zs6cOTx58oSnT5/i4ODA4MGDCQoK4oMPPuDBgwciqyI7O5vDhw8zc+ZMcZ3Lly9jbm5e6Zz1ej3379/H3NwcExMTTp48SWRkJBMnTqSsrIzRo0djY2Mj+k/W4cVQdc6vasfPoEgPf4i7mJubo1AoyM7OrlQkPXbsGDExMTg7O2NlZUVxcTE5OTk8ffqU3NxckQUG5aqdjo6OQDl7rLS0lP79++Ps7IynrWet829Aud5UBAh6QexkX7t2DZ1Ox/nz55k/fz7Nmzdn48aNhIWF8fXXX5Obm8uMGTNEarWxsTGOjo7I5XIyMjLEWbqnT59y7tw5pFIp2dnZdOvWDTMzM9FuDcpFi15//XUuXrxIW5+2PDF7UmtWpJPoKGpaVK5T4eyMiYkJR44c4dq1a/j4+JByOwWT8ybMMZmD9mctswJmsXDhQk6fPs3WrVs5ePAggiCIAjPjx48nJCSkkmKqger5r55nrUv8KqAqJ7pqx88g2axQKMjPz6dx48Yi1VMikSCXyxGE8gv4zp07NGnShJCQEDFZMmDs2LG0bt2acePGAeVzRL6+viRnZXHc2vqFun5lQLBMRoGxMYsXL2b58uVs2LABtVrNsGHDgPLqY0hICHq9nsLCQkpLS2nRogUjRozA3NxcVIBUKpX07duX7t27Y21tLc5K+fr6Ym1tzYoVK9i/fz8TJkwAyr31HBwckOfmIn3OHJq5SkW9evUQBIGNGzcycuRI5syZw8WLF2nUqBEyW1ssvb1rzRhWr17N+fPnOXPmDE5OTvj5+fHdd9+9wDf0nwmDbQHwUh0/QRDEjp/B10+pVKLVakXFVhsbG3Q6XSVLhzNnzohVtNpg6PilpKRw4sQJsrKymDdvXqVre+JEMDau7aFVQuvW10VxoNzcXAYMGEBZWRlnz56lQYMGjBkzBrVaTWRkJDqdDn9/fzEIN1A9FyxYgLOzs2g/Mnz4cN544w0EQRBnDyrO9xnw7bffigFxRRuHZs2asXPnTvz9/Zk2bRrDhw/H3d2d5ORktm3bVkG2WkNRUW/69/8IZ+dtGBl9iL//AszMPhUroJaWlmzZsoWZM2c+M3Gv6/jVTPXMz8+v1PFzc3MTgw0DiouLMTU1pUWLFrXSPQ3XqkKhYM6cOWzcuPGFjull5vsqwszMjFWrVol0o78Ld+7cYeHChezYcYWKl5VEosDe/g9V2h9++AFfX18xEIO6xO9fDUtLS/GZbWlpSYsWLYiKisLS0hJzc3MuXLhAUlISWVlZf8t839SpU9m9ezepqanI5XJ0Oh0ajYbc3FxKSkro1auXSOcvqYV3XzHxu3fvHra2tiIDRKfTMXnyZLEgN2nSJJ48ecLNmzcZMGAAhYWFv1OHXXny5IkYSO/cuZMhQ4aIxcOioiKSk5Nr7FAaGxvTsmVLevXqxenTp+nQoQMNGjRg8eLFYmG9JgXnOtSOqolf1UZGxY6ftbU1BQUFqFQqXFxcSE1NxczMDIlEglQq5eDBgzx69Ah3d3fMzMzw9PQkLi5O1K0wdMySk5N5/Pgx1tbWZGdn89NPP6FQKHj33XK7GJlEhme6Zzk9rSp0IC+QI7sgw8XFhc2bN4t7rVwu586dO2RmZpKYmMiGDRuYMmUKT548ITMzk6NHjwKIlE6tViuOAOzZswcbGxssLCxYunQp27ZtQ6fTkZeXh5WVlchgKywsZO/evcyZM4dDhw7x6ohXK5nUV4MEJOblBcXU1FQ++OADkeF36tQp+vXrR0ZGBvn5+Xz55ZeUlZUxduxYFi9ezLp167hx4waff/45MTExfPPNN1hYWDBmzBh27twpfoRBTb22+/bvQl3iVwHPs3OQSqXIZDJKS0vJz8/Hzc2N/Px8NBoNqampIoXuwYMHREdHY25uTllZGbNnz660jiAIbNmyhYiICARB4P3330cQBJKTk/nM1pZEnl0kUQsCacBMrZZWrVqxYsUKPvroIxo1asTJkye5dOkSrq6uTJ48GVNTUywsLHBycsLS0lIM9q2trQkODkan07Fz506Sk5M5ePAgO3bsQK1W4+3tTWJiIoIg4OPjQ9u2bbly5QpvvfUWs2fPJiAggAfm5tRsylAOLXDP2BgHBweaNWvG66+/TmxsLGVlZcTGxnLx4sVKQ8I1QalUsn37dmbNmkVhYaHYHv9vVfgyJH4Vq3MvCsNm7uDgIM7rQblMvFarFSWNDeqJ6enpaLVaNBoNISEhZGdn1ygxbIChi/LFF18watQogoODmTZtWqXXTJiQjUbzlHLpoYpQY26u4fz50eIwePfu3WndujWHDh3CxMSEM2fO8P3333P06FFycnLQaDRs3rxZXEGn03HmzBnOnz9PbGwskydPxsfHh+PHj2NsbIytra2o0Fl1vi8/P59Tp04REBBASUkJoaGh9O7dm/DwcCZNmkSTJk0oLi4mJCSEHTt2cOjQISZPnsy9e/fENQ4cOABAs2Yq5s9Xs2uXDydP7iAzM1OUwwYYPnw4LVq0qOTXWRV1iV/NVM+8vLxKiZ9EIqFly5aV6J4vkvhV7E4bNvbMzMznHtPLzvdVxKRJkyguLhbnk18WJSUl7Nu3D19fX/r27YtarebMGXuKijwQBGMEwRgLiy64u/8xM75nzx4mT54s/n9GRgYZGRmVrs86/L0weFACWFhY0LBhQ0JDQ3F1dUUmkxETE0NiYqJoVfCy0Ol0TJkyhQsXLiCTyejUqRN2dnasWbOGTZs24enpyeeff46FhQWFhYXPfMZUTPx++OEHZsyYwdOnT7l8+TKbN28mPz8fJycnBg4cKCo1Xrx4EV9fX44dOyba5pSVldGkSRM0Gg3btm1jwYIFQDlb5aOPPiI1NbXGxM/c3JyTJ08yePBg9u3bx+TJkzl8+DA///wz06dPx9vbu0aD+jrUjqqWDlU7fvAHi0gikWBra0tWVhYuLi6kpaVhZmaGIAgoFAquX79OaWkpLi4uvzMNmouJX8WY7eDBg3Tv3l2MI/V6PQ0bNqRLl3LxqNzcXG7/8zZtitog08vKOxYqkCOHFGgQ3AABAaVSiZGREYWFhQiCgEajoU2bNsTFxWFkZIROp2Pjxo106dIFjUbD/fv3xfEhQRDIyclBLpfTunVrJkyYgEKhwMfHhytXrmBlZUWDBg2Ijo7mwYMHBAcH8+mnn7J27VpeeeUV0e+3fYv2COra6cSCWkCeJmfQoEG0bt2affv2Ua9ePYYPH45WqyU0NBRTU1NKSkr48ssv2bZtGxqNhpkzZ7Jw4UJmzZpFmzZt8Pb25u233yYtLY3Zs2ezY8eOSgXQ/4vYoC7xq4Dn2TlIJBJxcFoulyOTybh79y6mpqYkJCSg0+koKSmhuLiY8PBw7ty5g1KppH79+tU+y2CoXlpair+/P1Dud3M9IYF2wBcSCSrKO+F6yhNBtURCmSBwydKSdkCeVErPnj3p3r07hYWF3Lx5k969e3P06FEuXbpEVFQUGRkZlJWVMXToUPLy8kQKmlqtpvB3RVA/Pz+io6NZvnw58fHxALz55ptkZWWhUqlwdXUlOzubI0eOYGRkRPPmzWnatClvRkU98wJSSSRsAuLj48U5MCsrK0aPHo2XlxdBQUHExMSIJqG1YcCAAfj6+rJs2TJ69+5NQUEBERERz/4x/0NRseP3Z6s+hs28Kt3Ty8tL5O137dq10oYaGhrK1atXqVevHo0bN+bx48e1isoYBI127dqFubk5o0aNol4Fa47s7GzGju1N//5LMTIKRSJRA3lAKd7e2cTFmWNjAzExMXTt2pVJkyaxefNmpFIpqampTJ48mW+//VasOgJcuHBBXF+lUrFy5UpsbW1ZtGgRly9fZvDgwfzjH/9gypQplXzXqnb8jh49ip+fH/Xq1eP06dPY29vj5+fH5MmTadu2LQkJCezdu5du3boxfvx44uPj6dy5M127dmXBggVkZWWxZs0aOnXqRExMDG3btmXYsGFi8vLzzz9X+q62bt3K9u3baxUjqkv8qj9j7e3tefr0aaXED6oLvJSUlLxQx8+wtr29PQEBAWzbtu25x/R3JH5SqZT169fz/vvv/+niDcDt27fFrvbBgwdZtGgRx44d48cff2Tx4g8YOTKeLl2S6dz5AW3bhiCVlqvnJicnc+vWLV599VVxrdDQULp27frC1hR1eDkY9nipVIqVlRWhoaF4eXlRVlZGWload+7cwc7OrhoL4UWh0+mYMWMGp0+fxsvLi86dO3PixAk+/PBDVL+zambNmgWUF0tfNPHT6XQcPXqUKVOmYGdnx7Rp0/jkk08IDAxk586dzJw5k/T0dOzs7Lh9+zY3btxg0KBBjBw5km+//RZTU1MaNmzI8ePHadCgAebm5ixatIhGjRpx8OBBvL29uXDhglio1ev1yOVyXn31VU6fPo2Pjw+XL1+mdevWzJ07l++//56bN2/SrVu3l/qe/pfxrI6fgZVTkUVUUeAlLS1NFOiRSqXk5OQgkUgwNzfH1NSU5s2bExsbW22+LygoiN69e6PVatm4cSMymUxsZBQUFNC7d2+kEinH3zqO8hslwgkB6VkpSx2Wwi7ITM5Ep9OhVJYbumdlZYkxzIEDB1izZg1Dhw7FxsaGxYsXi6wkiUSCQqFAo9GQkZGBVqulrKyMbt26cfv2bQRBwNTUlLy8PLKysti1axclJSW0bNmS1157jdTUVNauXUt4eDidO3dGrVYzZvQYdKE6qqsOIn6mKlJFcHCwqIY7ZMgQdu7ciampKfb29mi1Ws6dO4e3tzdLly5l5cqVYnNn6tSpjBw5krVr1wIwfvx4vLy8cHJyIjg4WPyc/wtlz7rdoAKqdvyqzvgZEr/09HTMzMxITk4WxV7y8/NxdXWlpKSEJk2acOrUKZydnfHx8alxKPmzzz5Dp9Ph5eXFe++9R2Rk5B+dLDMzlhgbYwI0BxYAn1tb89tbb+FhZESfvDwKfpe73blzJ9euXSM8PLyS8aqzszNZWVnIZDLUajUHDhzA3Nyc/fv3Ex0dLZrL79ixg3HjxiGVSpk4cSLbtm3Dy8uLYcOGoVKpKC0tJTY2lu7du5Ofn8+HH36IsbExffv2RVKvHof696dUIqFq/01vasp2QNKpEzqdTtyUoNxDzt/fHx8fH7p160bHjh1Zs2bNM+XtN27cyIEDB4iKimL27Nn/tdYOMpkMjUaDIAjk5+f/qfdWrOJWFXgxePx5eHiQkZEhqmAdPHiQs2fP4uTkRI8ePXBxceH+/fs1ri+RSEThgqCgoEqiLtnZ2fTu3ZuOHTsSEXEIH58PkUrdUCj68+uvCVy/7oiTE5w/f55evXqxZs0aFi9eLFb3XnvtNebOnUvPnj3ZuHEjer2exo0bM23aNK5evSrSK5o374tK1ZQRI2Zz5swZbt26RUBAAFqtFg8PD/F4qnb8AgMD8fX1Zc6cOYwdOxZjY2PWr19PfHw877zzTqUEFhDpKnFxcej1epo2bcr9+/cZP348N2/exMvLi7t372JlZUW/fv1466232Lp1q/j+Bg0a8MknnzBjxoxqBSSom/GDmqmetSV+VTt+JiYmtGzZ8rlUTwMWLlzItm3bnpmIFRQUkJiYWCmweVn07t2bli1bsmXLlhd6fXFxMXv27KFr164MGDAAKysrrl+/zokTJ7C2tmbQoEFs3rxZZI8YGTlgbOxYaW/Zt28fY8aMqVbYqaN5/uthoDeWlpai1WrF4lZeXp7ICBo4cOBLra3X65k7dy4//vgjPj4+HDp0iMjISM6fPy+axcsrzMabm5tTUFDwQomfQazFw8ODrl27cv/+fZHaabB3evLkCSYmJnTp0oWvvvqKJUuWMGzYME6ePIlMJsPBwYFly5aRn59P9+7dkUqlhIWFIZPJePLkCWFhYQQEBJCRkYGtrS0LFiwgOTlZHIUZMmQIkyZN4qOPPsLHx4ewsLC6a/Yl8LwZP51OV+n5V1Hg5cmTJ0ilUurXry+qsOp0OmQyWbWOn+H5GB8fz5MnT/D29iY7O5v8/HykUiljxoyhuLiYIUOGoFQqGThwIAEBAfi290UWJ0MbpSX3Xi4ymUyMTZRKJYIgiHTltm3bEhoaSmRkJNu3b8ff35/CwkJyc3PFxNDU1LTS+SsUCqKjowkICODx48ecOHECf39/jIyMaNOmDaampmTnZePn70eHDh2wsLBApVKRmJiIXq8vb3T8qoJ7INPJRNqnVCfFTG6G8rgS72beyOVyNBoNzZo1Izk5mQULFuDq6spvv/2Gp6cnxsbGBAcH4+bmxvbt2xk3bpwYb/Tu3ZspU6bw2WefERoaSlBQULV49v9C2bMu8auA5834AWKip1AouHXrFq1atcLS0lJUxTQoVKWmptK9e/caqYyJiYlERUUhCAIHDx4kJCSEnj17iomPwZC1L7AdWAaMKipCW1REtlotisxYWFiQmprK119/LRpzG/DTTz/h5uaGlZUVtra2PHz4kKFDh5KYmCi24Y2MjAgODkatVqPVann8+DHx8fEMHjyYJ48eMQoI0mgo8fenTVwc40ePZu/eveTn52Nvb8+NGzdYEhPD605OXLW0RMvvncnmzYmcM4clcjlPnjyhW7dulYa7w8LC6NatG9HR0axYsYKoqCguXLhAu3btCA8Pr/G3sbW1ZePGjUybNo3x48fz008/PZOW+J8KQ+InkUj+tIhNxcSvqqUDlHv1KRQK0SrBzMyMS5cucebMGUpLS+nRo4fI5a8JgiAQEhKCl5cXTZs2Ffn4hqSvZ8+eXLhwQVT3sreHhw+P4+dXTjMLCgpi9OjRBAUFVRrcX7FiBXK5nCVLllBYWCh2+ebNm0fPnj155ZUe8UMEZwAAIABJREFUjBz5A6Wl17h8eS+Jiftp2dIcvT6MH34oZuXKlcTHx9OsWTNxTUPHr7S0lC1btvDLL7+wadMm6tevT6NGjdi3bx99+vR5bifEzs6OLVu2iOe6YsUKNBoN9vb2XLt2DSsrK3r06EFoaChffPEFS5cuFavb06dPx8jIiC+//LLaunUdv+rPWGNjY0xNTSuJu0B1gRcD1dPT05N79+7V+pyu+PcWLVrQvn17AgMDaz2eq1ev0rZt2+fOur4o1q1bx9q1a59JMY2OjmbevHk4Oztz5MgR3n//fZKTk/n4449xcXHh2LFjBAQEcODAAUaNGlXrOnq9nr179zJlypRKf69L/P5vYG9vj0QioaioiMePH9OmTRtMTEzQ6XRiIj5o0KA/va5er2fhwoUcPHiQTp06sWfPHgYNGkRWVhZOTk7s27cPZ2fnSsWSP9Pxq2ja/vjxY+rXr8/p06cJDAxkypQp/Pbbb6SlpaFSqTA2NqZfv340a9YMHx8fXFxcGDVqFAcPHgTg/fff5+HDh6xduxatVktJSQm3bt2iUaNGtGzZkpCQEHr06IFSqRRN2/ft20dOTg4eHh7MnTsXjUZDRERErZZCdagd9evXf+aMH1Br4peWloYgCLRt21aMQw20RUPHLy4ujri4OJE2btjP5XI5KSkpqNVq5s2bB5SPOzg5OeHs7ExaWlq5nsPvbCZzc3OCgoKoX78+LVu2RKfTYWpqik6nQ6VSIZFI6Nq1K++++y6HDh3CzMyMV155hXXr1omx0YgRI9izZ08lhU0TCxO+2fkN8fHx2NnZ0b59e27cuIGJiQnNujUjd2AuqZNT8Q/xZ3LMZKwHWvPOoncoKiqirKwMiURCPZt6SI5KkH8np96DehgnGjPCagRnBp6hNK6UVq1aMXz4cA4dOsT169fRarWsXr0aMzMzUeXfMJ4QGxvL06dPuXXrFs2bN8fS0pLvvvuORo0a8e2339KlSxdmzJhBv379iIyMFAWg6qie/8d4np2DIah2cXFBJpOJiZ/Bw6dbt27irJ5MJiMnJ6fG6vEXX3yBRqPB39+fsrIycnNzKS4uFoNQjUbDSq2Ww4AfYA+4q1S4bN/OZb0ea7mcsrIyMaAwUEUr4rvvvsPIyAhBEOjatStKpZJt27YhCAJSqRQ/rZa3VCoyvviCNatXY29vz4oVK7CwsOD7XbsoadOGXcBIYKhOxy6JhNVnzvDx4sVs3bqVTZs2MWbMGDIzM+n38ce0f/qU5k2a0L5NG+SxsSy/cwdrGxvu37/PsmXLxONSq9VERUXRpEkTioqKcHFxwc3NjZMnT7Js2TICAgKYPXt2jRf+2LFjcXV15ZtvvuHVV19lz+/WD/9NqJj4VQ2AXwQ1dfwM8ydWVlakpKTQrVs3saJ3//59bty4QXx8PN27dxcf8DXhwYMHWFlZERwcLHb7srOz6dOnD/369SMuLo6UlBQeP35Mhw4dSEpKEj97w4YNLF68mHPnztGrVy9xzTNnzrBr1y6+/fZbpFIpy5Ytw8jICBsbG1xdXQkOPgXs4dgxf/T65oAJRUVSNBopBQWtKCnZz/btNty7d69Sxy8xMZFDhw7RsGFDvvzyS3r06EFycjKTJ08mNzcXb2/vF/5OIyIiuH//PlZWVuIMS+fOnTl27BharRYvLy/c3NwICwvj9OnTzJgxQ/wNd+zYwccff8zDhw8rrVmX+P1xrVeEvb19NYqzgeppSKgNiZ+ZmRkODg7ihlkRVTt+AO+8806thu5FRbEkJ2/A37/hXz0tEZ6enkydOohTp7py+/YwiorKu5OFhYXs3LmTTp06MXjwYOzt7YmOjub48eMMGTJEpGXt2rWL2bNnExwcTO/evZ/5WWFhYRgZGVWyCigqKiI2NpYOHTr8bedUh5phb2+PIAgUFhby4MEDfH19RcVZpVKJTqeje/fuf2pNvV7Pe++9x549e+jSpQtffPEFvr6+xMbGYmNjw8aNG8nPz6dhw4aV7pkX7fgBHDlyhBEjRnD48GFSUlJo06YNI0aMwMrKCpVKxcGDB4mJiSE/P5+wsDDeffddAgMD2bRpkyjI4ubmRkBAAEZGRmLRJDg4GFNTU2QyGQEBARQVFfHw4UORjv/zzz/TrFkzUlNTiYuLY8eOHQiCwK1bt3B2dsbGxuZP/wb/66jJzkGtVoudO71eX4nqaVD2NHT8JBIJXbp0Ea8Nw+iSiYkJ7u7upKWl4ezsjJmZGXq9nqCgIMaOHUtWVhb5+flIJBJmzZrF6NGjMTc3Z/fu3Zw4cYLs7Gx2795N+OVw/h975x0eRb22/8+27KYXAgkhPYTQCb2HIk0URGkBBVQEEfSAKBwPIiLYKCIIAkpTqvSOAgJCuhAggRBCQkgjIY303c22+f2x7JiQAqLv+b3nvNzXxUWuZGdmZ3fmO0+5n/umPUinS8l5MQdlfyUSuTleKS0t5eLFi4D5+j18+DDLly+nVatWGAwGdu3ahUajEUVqVqxYwZo1a8zquU5gmmSi6M0ibD61YdgPw9Cho7y8HH9/f/qN6Yd2ghaaArIH/2whxSuFj2I/EoWQxo0bh1QqpXWr1hQnFPNVv6+Q7pMSuyaWISFDMBgMhIeHM3bsWMCcB6xYsQIvLy+6du3KrVu30Ol0fPTRR8hkMho2bCjaVhUXF4u/O3v2LGVlZdjb22M0GpkyZQoTJ05k6YalzD09l0stLzH7xmwGbx/Mwt8WklP2x3f6d+Fp4lcFj7JzEAQBQRDw8fERqxMeHh5iW7Zt27YIgkBiYiIuLi4iJawqtFotmzZtQqFQMG7cOEJCQkQPFUug0t3KilkSCXYPvT8boIVMxnsPFnmVSoWbmxsbN26s9rrCwkIuXLhAYmIiJSUl4kD5pUuXkEgkzCwv5zCwGPhGo6E4JISCB0pJeXl5TLt7l5YSCVXd3GxMJtyKi7kyZAiFhYW0aNGCS5cuceTIEV599VVMJhOpd+4QOn68KMXbtGlT7OzsqgUtcXFxomlocHCwmKhIJBLGjBlDQkICMpmMVq1asWvXrmpBmkQiYd26daxevZrBgwezfv36ej2N/hNhCYZlMpnYmXtcVP2sWrZsSVJSEnq9XgwkLUWJkJAQVCoVJSUl6HQ6AgICcHd3x83Nrc7ETxAErl69Sps2bcTu8f379xk4cCADBw5ErVZz+vRpNBoNr776KpGRkeJQ9rvvvsumTZuIiIgQO2dAtbk+Nzc39Ho9GzZswNvbG0dHR1xdXVm50oBW+xzUuBvM0OkUfPYZXL3aiICAAA4cOMDAgQNJSkrCwcGB6Oho7Ozs+Ne//oVcLufkyZMMHjz4T808ffLJJwwdOpQePXogCII4rH3s2DHS0tJEQRnLop6RkcHIkSPRaDQEBQUxa9Ys3nrrrWrfz9PEr3ZWhUWNsirtu1GjRlhZWXH37l3gjxk/oM45v4c7fgD9+/cXr4GqKC+/RmxsFzw9T9Cr1yHy8w/+9ZN7gBEjzuPhkUJh4REuXerBjBlT8fb25siRIyxYsIC0tDQ+/vhjvLz+SDgFQWDp0qUsXryY8+fPP5a6oaXbV5X6GRMTQ3BwsDi78xT/c7AkfpYEp2fPnkRGRuLq6orRaEQmk9Wgpj0KH3/8MevXr6dXr14sXLiQ7t27k5eXx/z58/H29sbW1paMjAx8fHyqJX6P2/HLyspCIpHg4uLC9OnT2bhxI61bt0Yul1fzJdTr9fTu3Rt3d3eGDh3KtWvXkMvl1dScweyJZnl27NmzR6Rtz549W+x6KBQKkpKSUKvV/Pzzz1RUVLBv3z7RSuApzfPJYengVe2CKRQK9Hp9vVRPX19fcnNzkUqlBAcHi4IpWq1WLLLJ5XIaNmwo2jjExcWh1Wrp2rUr+/btQxAEBg0axNy5czGZTOzcuZM9e/ZQVlbGsWPHkEgk5LXNwzjISIl1CTSC2963OaQ4hEQi4datW2zZsgUwF8a6desmilTNnTtXjIVMJhOdOnXiwIED5ObmUqGpQPKaBLwAGZgkJo7dPkZx/2LCwsK4f/8+R3RH0KGrme1YAS1A4mHudO7bt4/i4mL0ej3Lli0jPDycMWPGkJKSgp2dHT4+PmRlZREaGsrw4cPZsGED8fHxFBQUMG3aNHx9fZk4cSLr1q2jsLCQkSNH4uTkhJubG1lZWZSXl6PT6XB3dychIYErV67Qr18/fr7+M0ddj7Jetp5VMau4Z3OPVF0qp26fYknEEvy/8ef5nc8Tnxv/t10rTxO/KngU1dPSJfH19aWyslIc3ra0169cuYJEIhFvjszMzGr0MzCrIBkMBjw8PJg+fTqVlZWizx2YVcHelkioi2wkNxiY+uDG/vDDD3FwcOC7776rlqTu37+fli1bit3ILl26UF5eziuvvIKTlRULAFtAgTmh62U00ski6CEIvGVlhVUtCZXCZEKyZQt7vviCV15+mZCQEDGpTEhIQBAExo8fz5kzZ9DpdKSkpFTzeIM/aJ61JcVg7kp9++23HDhwgC+//JIhQ4ZU8+ry8vJi0aJFrF69GltbW86cOVPHJ/WfiaqJ35/t+FWletrY2ODt7c2tW7fEa7q0tJT09HR69eolqtNKJBJ0Oh19+vQBqDPxCw8PR6fTcffuXaZPn05paSkDBgzgmWeewcHBgW+//RZBEFi2bBmbN28WHxxjx47l8uXLhIeH4+3tLe7v4bk+MHfCtVqt6Gvj7NyABQu0CEL9AZNaDbm5b9K/f39WrFjB+PHjUSgUrF69Gr1eT3Z2tniMn3/+WbRxeBzExMSQkJCAUqkUr9v27dszduxY5HI5SqWSF154gXfeeYeCggLs7e05duwYdnZ2DBo0iKKiIubOnUtGRoZIiYKnM35QO6vCkuQ9fO1XnfOzzPhB3Ylfbeu3RCKp1dC9sPA4JpMWudyERKIjN3fbXz43AEEwotdnYGZZCVRWluDt7Uh8fDyHDx/mueeeq+HpZjKZmDNnDlu3biU8PLxaF7suqNVq9u3bJ9rtWBAWFvY0iP43oVGjRgiCgFKpRKVS0bRpU6Kjo0W14D9boPz0009ZsWIFISEhTJs2jWeeeQadTsfOnTuZNWuWSL3MzMzE19cXrVYrHsPS8XNycqpmg1IVgiBw+fJlRowYwYQJE3j33Xdp3rx5rR6DEomE1q1bi4Jsjo6Ote7TYsNTUVHBxYsXad26NQ0aNKBx48biugnmbt+gQYPYsWMH8+bNq8aKCg8Pfyrs8oRQKpXY29tXe65YYlqLj19t4i4uLi6icXvLli2BP9bP+/fviwULGxsbnJ2dAcRun8FgEK0V9Ho99+/fZ+/eveTm5jJjxgz69+9P06ZNOXrqKHSBqoGtIBPItslGcBHIyMigcePGouCQJQncvHkzR48eFTtmYH4WLF68GG9vb7x7eSOohOqZjBxoCjqpjhJtCRJfCdQl1imHfrPNugKNGzfG2tqamTNnUlxczK5du/jpp59o2bIlOTk5uLm58fLLL5OamkpoaCjnzp0Ti8Eff/wxPj4+TJw4kWvXrrFkyRKuXLlCWVkZHTp0wN7eHjs7OyoqKtBqtTg7O5Odnc3ZorMIEwRS9CkgB52xurKM1qBFa9ByIvkEPTb14ETyiT93UdSBp4lfFTzKzsFoNGIymfDx8UGv19OhQweSk5PR6XQoFAoOHToEIA6pBgUFVRu6BkRFH4vapuVisKC0tJSBfn7I6rErsMectHl4eKDRaPD19eXo0aPi33fu3IlEIsHV1RUrKysaNmzI3LlzUSgU+NTmEyiT4SaXc+zYMRzt7ZE+JK5Q7TMymThy5w7TV65kRZWk7qeffsLJyQkvLy+WL18uUgMs5tsWWBb2uhI/C7p168alS5cYMGAAXbt25YsvvhC/m2nTpqFQKAgKCvqvE3n5uxI/MHeg4+PjUavVSCQS7t69S1paGp07dxYHuCUSCTk5OYSEhACIc1MPBypfffUVbdq0ISEhgZEjRzJgwAD69++Pk5OTSG04duwY7733HgBFRUUMGjQIqVTKyZMnxQeGBVXn+sBc5Vu0aBHNmzena9eulJSUsHv3HbTaxzU77sRPP/1KeHg4ffr0wd3dHalUyo4dOwgNDUUmk6HT6Th37tyf8tJauHAh8+bNIyYmRpxLbdeunSjs0qNHD27evCl+dhbRpm3bttG5c2d69+5NXl4eGzdu5N133xXnUp92/GpnVTRq1AiFQlFD4KXqnJ+lCg31d/xqC7bHjRvH9evXxflXADu7dkilqgfb2WBv3+WvnRhmE+Jp06YTGytDp5MhCEqcnYOZO3dJncqOer2e1157jaioqAemyE4IwqMThoMHD9KtWzc8PDyq/f7pfN+/D5bETy6Xi3YKTZo0wdvbG51OhyAI5OXlPda+li1bxhdffEG/fv0YOnQo48aNw97enoiICHFOsLKyEqVSKXb8VCqV2M153I5fbGws5eXlSKVS5s6dS2VlZa1CdGCOjXbu3ImHh0edrwHzvbl+/XrkcjlpaWliwa3q8/7o0aNcuXIFJycnPvzww2rvyVIYfoonw8OWDpaY9mEDd/gj8ZNIJDRq1Ej09LPYSQGkpqaKRTaL6FxVmufBgwfF+biKigoxBn7ppZfw9vZmwoQJAGw9uBWJUPO6EfQCuCBqDwiCgKenJ3Z2dkRERPDBBx8wYsQINBoNSqUShULBsWPHCA0N5fr16/Qd0pcayoIAAsht5GhNWoyGepyxpXDf9j5zPp/Dc889R8eOHXnzzTeZOXMmCoWCwsJCunTpIgrHnD17loCAADZt2oSvry/PPPMMQ4cOJSMjg2vXruHp6cnUqVPR6XQcOXKEw4cPY2VlhdFoJDAwELlcTnl5OWVlZcjayND20yLIH21NJiBQoa9g9J7RhKWHPfL1j8LTxK8KHrZzeDgosVRFfHx80Ol0dOzYkcjISORyOS4uLly8eBEHBwcyMzNRKBQ1qrWXL1/m9u3b4oMgICCAvLw8BEGgWbNmSKVSJk2aREReXg0XtKook0hwaNCA06dPU1RUxPTp00Wp8qysLOLj47l+/TrJyclotVq+/fZbNm3aRHJyMsklJWRR3WVNIggYO3bEaDTSsUsXCh/c6LVBAki0WvyMRoJmz4YHvOwTJ07QpUsXBEHgwoULODo64unpKZplQvWF/VGJH5hNPOfMmcOlS5cIDw+nQ4cOREREiLNTv/76K2fPnCHv+HE4ehTqmE37T4LlupPL5TWC30fh4cTPIvBimR/Nzc0lLS0NlUpFQECAqI5VUlIiBoj29va4uLhUm0lLTk4mMjJSVLIKDQ2lX79+CILA/PnzsbKy4vr166JqnYXq1KlTJ3bt2lWDavbwXB/AypUrsba2xsHBgZEjR1JUVMTq1T8hlz/eEiWVGkhPryAtLY309HQ8PT0RBIGdO3eKnZCoqCgCAwPFucNHITo6mhs3bjB69Ghu3rxJs2bNyMrKIigoSLTACA4OFgVgIiIiiIqKonnz5uzevZtly5YxadIkevbsiYODA2PGjOG9995DECAjw43s7N4cOgSPYS/3X4naimuW4fj6LB0eN/GzUPOrwsrKirfffruaoXuDBs8SGPgNzs4D8Pb+J97ec57ofEpLS/nuu+/o2LEjo0aNwtvbm9DQFNq23ULz5t/SoUMEkjoMgtVqNS+++CKFhYWcOvUzmZkvExbmSGSkOxUVCfUe98cff6zm3Qc8Fcn4N8OS+FmKDenp6aK/GZjX9aqS7XVh1apVLFiwgP79+xMUFMTcuXMJCgri6tWr1bwYLYlfZmYmXl5eWFtbi6yhx0n8SkpKKCkp4eDBg2zbtg2JRCL69j4MSycTzPfnw3FRVRQUFJCTk8Pw4cPJy8sTr0vL876oqIiYmBhu377Nhx9+WO14GRkZGAwG0RD+Kf48alP2rKysFIVVauv4WX7WarVIpVIxUQHzs9/GxgZBEMjPz6esrIzo6Gisra1p27Ytn3/+uThDePz4cWxsbJg2bZoocGhJ/OPOx9XedZMB92DUqFFiwhoYGEhGRgajR4/mq6++YsOGDdy/f5/+/fujVqtxcXFh3759rF69mtL4UvM+HkY5KHVKhHIBWa0veAABrty9QkzHGHan7cbd3Z1Dhw7xzTffMGDAAGxsbDh37hw9e/YkKCiItLQ07ty5w/vvv49CoeDChQscPXqUa9eu0bJlS15//XVsbW3FDuJHH31Er169OH78ON26dUOpVOLl5YWgFDAOM1Inta8OqA1qRuwegd5YtwL+4+Bp4lcFj9PxMxgM+Pr6otPpaNGiBXfv3sXW1hY7Ozu0Wi0eHh5UVFRgb29fI8BctGgROp0OuVxOSEgIcXFxAIwdO1ZUIdy0aRMbVSp0dVTVNMBeV1d8fHw4duwYGo2G4cOHEx8fT1JSErt376Zdu3YEBASQnp6O0WhkyZIl4uJdodHwDHDHyYlKQO/pyVCZjO4vvsj+/fuJiopijbNzvcbsItRqmD8fo9HIzZs3GTVqFEePHkWn03Hr1i1ee+21ai9PS0tDEATc3d1JTU0VaQWPgq+vL8eOHWPhwoWMGTOGqVOn4ubmxlejRnGtogLHl16CCROgY0fzv0f4Av5vRtXE7+/o+F27dk0civb39yc9PR1BEMREz8bGRkz+LHiY7vn111/zxhtvEB8fz927dwkJCSE9PZ0VK1Zga2vLvXv3xKH9uLg4evTowZQpU1ixYkWNWbqH5/oA8vPz+eqrr1Cr1Vy/fp1+/fohkUgICWlXb5BR/dzlrF79KSEhIQwcOJDLly/Tpk0b8vPz2bFjB6tWrWLVqlW0a9dOLLY8Cp988gnz5s0Tu3zJycm0bNkSuVxObGysqIJmQVBQEAcPHmTr1q2sWLGC7t2707VrVxYtWkS/fv0YPnw4x46p8PBQExraiKKiJUyaBN7e8NJL8GCE7f8M6qJ6SiSSehO/qjN+LVq04ObNmzW6e5aB/dq6fm+++SaHDh2qVhlv3Ph12rU7ja/vAiSSx+0ym++5ixcvMmXKFHx8fDh16hSff/65GNg2aeKDu/sEGjeeLPrtPYyioiIGDhyIi4sLBw8eRK3+lZKScMCIXl9ASsqsOo+fmZnJpUuXeOGFF6r9Pi4uDm9v76ciGf8mWBI/nU5XTeAlIcGctLu6unLq1Kl697Fu3Tr++c9/mr3PZDJRxj4iIkK0i7CgasfP29u7WuL3OOIud+7cwWAwsGTJErZt20bTpk2ZN28ekZGR1XxcLec0cOBAwFxYTk1NrZO6KggC9vb2oophnz59MBgMovfphg0bxHt+4sSJ1ba1sIHq6yg+Rf2oy9Kh6oyf5dlnEXcB8/VbWVmJTqcTvx8HBwcKCgqwtrYWxV/S0tL46aefGDduHImJiaLolo+PD/b29qxZs4bLly8ze/ZsnJ2d8fLyoqysjHtZ93CKcQI9Zul3wFZhCxeBMsR4Q6FQ4OLiwvDhw3n//fc5cOAAdnZ2opInmDUsXF1dCQ0NJf73eDiMuZNRCdZSa9CC4qACB3sHlAolLskudXrzIcGcOCqgILgA7M300rVr13LixAmsra3JzMwkLi4OuVzOggULOHjwIFKplBdffBGdTkd2djZ2dna88MILFBYWcv78eX7//XeCgoIQBIEdO3YwdOhQzpw5wxtvvMGzzz6LqpuqbvrpI6A36jmcdPjJNn6Ap4lfFTxqxk+v16PX6/Hy8hKDc3t7e+RyuRhMyuVypFIpBoOhmp/S7du3OXzY/GUNGTKEEyfMXN0+ffpQUVGBXq9n2LBhyGQyUuztWS4INZKvCuCekxP/LC2lQYMGKJVK7Ozs0Gg0TJ48ma+++oqvv/6a33//nVu3bokD01ZWVjRv3hypVEqgIPCRgwNCo0Zsl0pZFBRE9gOxgQMHDmBra8s+Jye+wZxkllF7J11EeDhhYWEYjUaeffZZli5diq+vL+Xl5XzwwQfVXmoZ3E5ISCAoKOhPyaZLJBJGjRrFjRs3sLKyYkSzZrz84494GY0odTooKQGNBq5ehW7d4D90fsqS+CkUiic2cLegasdPJpPRunVrFAoFeXl5PP/88wiCINJKq85KVk38CgoK2LVrl0gF8ff3JywsjP3792NnZ8e9e/dEGueZM2cYOHAgK1as4N13363x/mqb6wP4/PPPadOmDe3bt6dLly78+OOPyGQykpJ+QKF4vCDcw6OC338/TEZGBp999hmvvPIKzZo1Y8iQIbi5uZGSksKZM2cICwujZcuW2NjYEBgYKPrqLFiwgI0bN3Ly5EkSExM5c+YMN27c4LXXXiMiIoIePXpU61LHxsZSWFhYa9c6JCSEmJgYZs2axcSJEzl06BCLFi1i+PCzlJZ+w717NlRUSAAHSktBq4UjR6B9e3hI/PO/GnVRPQVBqJH4tWrVips3b2IwGKrN+Dk4OODs7FxDNRVqF3gBaNCgAePHj6/VZuNxUVJSwtq1a2nfvj2hoaH4+/tz48YN9u/f/6fEg7KzswkJCaFbt2788MMPKBSKh+idNbuWVbF9+3ZGjx4tfh4WPKV5/nthKfJajKuTk5Pp1asXKSkpgDkgv3z5cp3bb9q0iVmzZtG/f3/u3bvHqVOnmDNnDnv27KlVnEer1WJlZUV2djaenp7Y2NiI98yjOn4mk4nExESUSiWzZ8/m9u3b7N69mzFjxhAREcGpU6fQaDSUl5eTkJDApk2baNGiBbt27aJ37950794dFxcXDAYDlZWVtT7HDQYDnTt3FlUNLRTRzz77jM6dOzNo0KAaRYmnNM+/jrosHSzxbNU1t7aO37Vr18TvxcPDA4PBQHl5OXFxcQQHB4vXytixY5kwYQImk4lXXnkFmUzG+fPn+fTTTzl06BDR0dGiercl7i37rQzHw45Y3bRibKuxDCwZiNV587VjuU+MRiOxsbG0b9+eZs2aER0dTWlpKVOmTGHmzJkA3Lt3j/Hjx/Pdxu9IcUhB2l/Y4+L8AAAgAElEQVQqJm/6+3oczznibeVNbm4u1tbWuCa4Qhrm5K8e5rxcKmfojKFs3LgRuVxOfn4+EydOxMHBAY1GQ2hoKFKplMjISJYvX87w4cPRaDT4+PhQWFjIuXPnRJHC1atXM3HiRNq2bUvDhg3FBPLQoUPs2bsHdXu1eV7rCVCmK2NJxJIn29hyrn9p6/8yPMrOQafTiQmdVColLy9PpNHJ5XIkEglFRUW4u7uTm5srBu7FxcWipHajRo3EeTxfX1/atGlDbGwsYPZb+/nnn0lMTOTbRo2IKixkjiDQUhAoUyhYpdcTvGgRDb/9lvT0dPr27cuePXvYvn07kZGRnD9/XmzTm0wmmjRpQkFBAQ4ODhTm57OqspKJMhnSsjLkpaUEAJozZxgokfBpw4ZighDQtCkLbt1ig1LJcKORlXo91BJAAWBlxdatW8UkNCYmBl9fX9Ewsyr+DM2zLjg6OrJmzRoKk5KQ/vprzReYTFBeDhs3wty5T3SM/5+wJH5WVlZ/OfHz8/OjqKiIvLw85HI5zZo149dffyU9PV18wFq6gb/88ouYrLVo0UK8JtetW8fzzz/PRx99hKenJzdu3KCsrAxra2tu3LghKlru2LGD2bNns3fvXlEo5mE8PNcH5i7w1q1bCQgIQKVS0b17d1auXIlEIuHOnVsEBBwnJeVFDIa6V0mpVM0bb+QB5gdWTk4OgYGBHD58mOjoaHHedMeOHSQkJIg02szMTDIyMsT/o6Ki2L17NxkZGaSkpKBSqejSpQvZ2dl07NiRCxcu0Lx5c86fP8+VK1cwmUw1xJv+eE9Sxo8fz0svvcQ333zD3Lk/UFl5DqOx9mKH0WiuVYwZA9HRdZ7qfxVqK641atQIk8lUI/GztbXFw8ODlJSUalRP+IPuWZVWbtl/XZ2JmTNn0rNnT+bNm/fYaouCIBATE8P333/PgQMHGDRoEMuXL6d///5/SiXWglu3bjF48GCmTZvG3LlzxXvX1fUFbGw6Ulx8HpWqAU2bfl3r9oIg8MMPP9RqaxMeHs6IESP+9Ht6iieDJfmxtrbG1dWV+Ph4PDw8xG6LTCartTgBsHXrVqZPn07v3r25du0aBQUFbN26ldGjR9d5vMrKSkpKSnByckKlUlXr+FlsnGxtbaslfgUFBfzwww8sWbIEg8HA0KFDWbduHY6OjqjVavr06cPUqVPFrlBOTg4xMTGUlZUxd+5cTp8+zenTpwkODmb16tWsW7eOzp07s27dOrZt21bjXrOwISzPe8u+DQZDjW4fmOODh30on+LPwd3dXVQ/hj9iWhsbG4xGozgLqlAosLOzw2g0UlFRgaurK1qtlt9//x0fHx/y8/OxtbVFIpFw/fp1HBwc6NChA7du3cLJyYn9+/dz5coVFAoFU6dOJTw8nNDQULZv346/vz9nz57l5ZdfBmDbtm24urqSl5eHY6kj3Uu7M9lxMq/vfB3PJp6kpqZWS04rKipYsWIF7du3p6KiAqPRyOrVq/H29qasrAyVSkVQqyDGHh+LMEDAJHtw3UnA4GSg5JkSjMlGTCkmnJ2dyc3JxSrFCoOHAVNbE+17t+dK6ZUabS+FQoGrjSuHDh1iyJAhKJVK9u/fT9u2bbG3t2f27NnVXr906VIyMzPp27cvX3zxBVOnThXjifj4eDGuuHfvHg0bNsTX1xeVSoVVEysKlX/NgzruXhwl2hIcVbULLT0KTxO/KniUnYNWq0Umk6HVapHL5Vy5cgV7e3vy8/NFg8ri4mI6dOjA/fv3ycjIoLS0lE6dOokLcF5enijt/MYbb7Bt2zbefvttkpOT0ev1DB8+HCcnJ7Nvjo0NEQ+O62Bvj7W1NZXx8QQHB3PgwAHR7HjLli20a9dOTD79/f3Jy8sjNzcXhUKBra0tb2ZlMd5orEYplmEWye8iCMyNieGMRMLKlSuZMGECcrmcEgcHznl6ItjaIkRF1WwPKxQI48ZxePdugoOD2bFjByaTibS0NFGVqSoiIiJ4/fXX+fHHH5848bOgQUxM3X/UaGDXrv/oxM/W1vYvJ34WI9HExEQUCgV+fn7odDrS09MxmUzioHZgYCARERFiF7tFixZs375dND93cHDAaDSKJq12dnYcP37czFV/ID2/du1azp49S6tWrWp9b5a5vsuXL1dTjluwYAGvvPIK27dvR61Wc/HiRSQSCXq9nitXrnDz5m1CQ6OBjpgNTarDxgaMxgNMmzZQ/N3du3dRKpUEBgbi7+8vHn/AgAGiBLmNjQ1BQUG1Jm5RUVGEhoYSFRVFTk4Offr0oXfv3qxZswY7OztRVc+i8Ovt7Y2Xl5dZZazKz15eXri6ujJ37lzi4//Bzp31L7dGI8THm0dVW7So96X/FaituGaZIaptvtVC96wr8bPMmFpQV8cPoFmzZvTo0YOtW7cybdq0et9ncXEx27dv5/vvv0etVjN16lSSkpJEqvKTIDY2lmHDhrF48WImT5780PtWUFn5GYsX/4Pffvu9TuppTEwMgiDQrVu3ar8XBIGwsDCWL1/+xO/vKf4cqiZdAQEBxMXFERUVha2tLQBlZWVoNBqKi4txcnISt9u1axdvvPEG3bt35/fff0cmkxEREUGHDh3qPV5lZSW5ubmiDUjVxA/MXT8rKyuKioq4cOEC3333HcePH6d///6i8Mzzzz+Po6MjgiAwcuRIXnjhBdzd3UUrFX9/f3x9fTlw4AB5eXlcunRJVPRMS0vj/v37eHt74+vry6BBgzh9+jR6vR5BECguLhbvxytXrqDX64mNjSUgIIA7d+7UUFYuLi7m9u3bf8pf9Slqwt3dXSzawh8xreUZbmG12dvbi6Iu+fn5uLq6otFoxMQvNjZW1KK4evUqDg4ODBkyhH379mFvb8+KFSuQSCQMHjwYJycnsrOzWbx4MQMHDsRgMHDhwgU2bNiAXq8nLCxMFDnMzs7mgw8+4LXXXmPt2rWEhoYC4BfgR8LNBDCaO42TJk0iNzeXyspKOnbsiF6vp2HDhty9excPDw/GbB6DsY2x9vk+KygPLIc2UH6vnNatW5vN1jOMcAfWz1tPryW9kLWXoTU+ELsxQgP7BgzwH8BzM57jjTfeIDIykvLycvR6fZ2FivHjx5Oamkrv3r1rKNhbYDAYyMnJITMzk8zMTM7fOU+KJsVsMfGEUMqVFGoKnzjxe0r1rIKqHb/aqtFqtRqlUolarRbnfCzc+9zcXBo3biyqbCqVShITE+ncuTNZWVniPlQqFQqFgvnz57N69WqOHTtGTEwMlZWVzJgxA3t7ewRBwNXVlaioKMrKykS1t4CAAPbt28eJEyeQy+Wkp6ejUqnEGRcnJyfkcjldunSpNmN4PzOTd6ktbH7wnoDeUikdVSomTZpEeno6YKa2BgcH87GbGxqpFGNV7r2VFTRsyKXnnkMul9OzZ09WrVqFm5sbMpmM8ePHVztGcXExd+7cITg4+C91/ETU1YF83L//L0XVjl9VBa7HxcPzEW3btiU5ORkrKysaNGiATqcjMTGRU6dOiZSOgIAAHBwcuHTpEvAH1fP7778Xu9yVlZUYDAYcHR35/PPPRf/Jd955hx07dhAZGVln0lfbXB9AfHw8J06c4OLFi6KiV/v27bG3t6dnz54kJSUxdeprmEz9GTEiGSgCSpHJyrGzAw8P+OSTcpTKt3Fz+2MGJisri9jYWLHiCPDLL788to3DwoULmT9/Ph4eHiiVSho3bsw///lPSkpKOHDgALNmzaJ9+/ZMmjSJyMhIli5dyogRI3B1dSUpKYnNmzfz+uuv07x5c2xtbQkKCmL3bh2C8Gjaql4Ph/8aff8/BnVRPXU6XZ2JX3x8vGgqbMGfsXSoitmzZ/P111/X2hUUBIHIyEheffVVfH19CQ8PZ+XKldy6dYu5c+f+paTv7NmzPPvss6xdu7ZG0mfBjRs38PdvW++84Q8//FDDuw/MYwUKhaKafcpT/M/CwvyRSqX4+vpSWFjIL7/8gqenJyqViuzs7BqU+v379zNp0iSCg4OJiYmhYcOGJCQkPDLpM5lM6PV67t27JyZ+VameYO6Qb9++nXv37vHmm2/SuXNnkpKSuHv3Lk2aNMHf31+8blauXElubi7Nmzev5p8pk8lQKBSMGDGiho2DZV5/5MiRAHTt2hU/Pz/Onz/Pb7/9xtatW0XD+rCwMM6dO0ffvn1p1KgRoaGhNeih0dHRdO7cuYYK+lP8OdQ342cwGKqpv8IfdE9XV1fUajUxMTFmU3QQ9xMVFcXVq1dFWwMLTVgmkzF//nwWLFiAXC7n/fffB8wihl5eXri5uXH+/HmRDaFUKjGZTBw/fpxx48axddtWnLo6weuQ8FICfADMg6vuVzkecRyj0UiXLl1IS0vjxRdfpKioCIPBQOrdVIytjfW3rayAELPSdk5ODgMHDhT1DBITE+lV2oupHaciMUqQCBI89B5ETI6grKSMqKgonn32WVauXIlcLicpKanGDLXl+VBV6RvMVNX8/HwSEhI4d+4ce/bsYf369aL/9OrVqzly5Ag6/ZMnfZbj/xU87fhVQdWOX23VaI1Gg0qlEimR165d486dO8jlclxdXWnUqBEJCQk4OjpSVlZGSUlJNcEYKysrpFIpb731FsuXL2ffvn0EBARw8uRJysrKRCl9lUpFbGwsBoNBFCg4fPgw6enpSKVSPDw8KC0t5f79+zRu3Bi9Xs/MmTOJioqioKCACxcuYDAYuHfvHgaDgctffolu/vx6KcUKQWCKgwMSiYTLly8jlUrRaDQkJiZy18EB4fJl9nbvzoDKSlwbN4aXX4Y5c9j95Zc0aNCAhg0bkpmZia2tLf369atBfYqKiqJTp07IZDLi4+OriWL8WVy6dAmDUkkXtbr2yoVSCcOGPfH+/3/Ckvgplcon6vg9jLZt23LgwAHx2vb29uby5csUFBTg5eVFYWGhWDQ4e/Ys3bp1o2HDhphMJubOnUvz5s2Ji4vDxsYGT09PlEolb7/9NhqNhpdffpniYrNRal3eTrXN9en1eo4cOcKbb75JZWUlt2/fFrvUrVq1QqfTYWtry1tvvUV5eTmTJ09i48Z2WFnZolSG0LJld9asWUCnThAdfY2goGbVgt+srCyKi4v56aefAPNifPr06cfqgERGRpKUlCSq0VnoySkpKbi5ueHo6EhsbCxyuZz27duLXb7aoNVquXHjBhcvXmTGjLqVcqt/XuZx1f8LqC0xc3JywmAw1Oo/1qZNG3bs2CFS6y1o2bIlmzZtqnX/9fmnhYSEYG9vz/Hjxxn2YL0oKipi27ZtYtFj6tSpLFu27LGVYB+Fffv2MX369Hop0WAWO2hRT9tXq9Wyd+9erl69WuNvlvm+pyIZ/z5YisEWGyWTycSJEyfw8vLi3r17qNVq3N3d+eWXXxg5ciRHjhxh3LhxBAYGcvXqVXr16sWxY8cei3as0+mwsrIiMzNTXHusra1Rq9VERUXx3XffcffuXeLi4pDJZFy5cgWVSsWHH36InZ0dSUlJBAcHI5FI+PXXX/nyyy/rtbixFJmrqm1aPDWfeeYZ8Xfnz5/n2rVrNGrUiBYtWuDg4EBJSQkXL15k9erVrFq1ioqKilrX4afzfX8ParNzqEqjtLW1rZb4WQReHB0d0ev1ZGRkoNFocHZ2Fq2H9Ho9qamp7Nq1C0EQCA4OJjo6Gl9fX6Kjo7l58yYuLi7ienP27Flxvs/C5GncuDFSqRSVSkVOTg79n+nPpqJNlLUs+6P9JHvwrxMIHQXYa16PZ82axRdffCGu56PfH81+YT+m+gb2AJxBYidhwIABGAwGkeV04sQJxo4ay9QhU9k0xmzLsPqb1Xg7erN161b69+8vJqjNmjWjTZs2ZGZmkpeXR35+Pnl5edy4cYPKykref/99jh07RmRkJO+99x7FxcVYW1ujUqnE2F2r1Yrefe7u7gQ0CyDXKhdDvdr99UNn1NHAusETb/808auCh8VdHq5Gq9XqaolfSkoKrVu3JicnR6RMACQlJYk0Iwv1AczdmH79+nHw4EGWL19OSEiImKzJZDJ8fHy4efMmp0+fJiEhgbfeeguTyYRUKkWv1+Ph4cHdu3fJzc1l/PjxZGdnEx0djUqlYunSpbRr1w5BEEhLSxP528OHD8dFocD0CHVEqcmEt709YF7UZTIZer0eV1dXDhw4wOXLl3nfxYVOnTqJXi2CILBv3z5MJhPXr19HIpFQUFDAokWLauzfsrCnpqbi7Oxcw9ftURAEgTNnzrBw4UIuX75MT7mcn62skOpqqZxYWcGMGX9q//9bULXjV1V6+XHwMNUTzMHy119/LV63rVu35saNG+Tk5NCli9mvLD8/H7VazZkzZ5g3bx4lJSXinIcl6fvXv/7FunXrGDZsGPfv32f48OH4+Pjw888/VxMxehhV5/qysrLYsGEDGzdupEGDBkilUs6dO8fzzz9PUlISCxcuZOPGjbRp04awsDCsrKwICgpiw4YNABiNWozG87Rr58WDkVmSkpKq0TWNRiM5OTkMHjxYrFxevHgRDw8PmjRp8sjPcOHChXz44YdiRToyMpJevXpx9epVsVgRGxtLSUkJ7dq1Iycnh9TUVPHfnTt3xJ8LCgrw9vbG398fpXIMavWjr3lra3iMt/lfgdqKaxKJBBsbm1o9z1q3bs3169drBMctWrTgxo0btVKd6+v4VTV0d3Z25vvvv+fIkSMMHTqUNWvW0KdPn781efruu+9YtGgRp06deiTjITExsZoA0sM4fPgwHTp0EDs+VfFU2OXfD41Gg0KhwGQyodFokEql3L59Gx8fH3Ed9/Ly4uLFi5w4cYKRI0fSuHFjbt26xdSpU1m9evVjz4lqtVpUKpVo5VBSUkJOTg4zZszAysqKqVOn0r59exYsWMDly5cpLi4mMTGRLVu28N5774mFvby8PGbNmsW4cePqFVqTSCQ1nkWWInRV2n5kZCQ2Njb4+fnRqlUrBEHglVdewcrKigEDBrBgwQLc3Nzo2LFjjWOEh4cz9z9wNON/G+qzc6hK9bTA0vGzt7dHqVTSvHlz0tPTCQwM5OLFi6K9g0KhYN26dYwfP54jR45gMpkYNWoUX3zxBQcOHGDMmDHiPs+ePcuMGTMwmUzs3r0bqVRKfn6+mLj961//YsLmCRg6GzBIa4lL5WbfOuMYI7JfZSxatIiGDRtSXl6Ov78/fQb0Ye/JvY/+MEyw+IvFfDb3M5o2bUplZSUuLi6cPHmSOXPmcOzYMWRSGdl3s4mKiuLo0aPs3bsXJycnWrduTWVlJXFxcSQnJxMVFYWjoyMqlQqZTEZOTg4KhYIrV65QUVFBVlYWjRs3pm3btvj5+eHr64uvr6/4s4eHh3ivCIJAk+VNyFHnPOIE6kZHj45PTPOEp1TPaniUnYNltkStViMIAhqNhueee45mzZqh1+vFYOXs2bMiZcISOMhkMry8vLh//z6hoaFMnDiRsrIyhgwZgkKhwN3dnTNnzuDn58f48eOZOnUqaWlpNGvWTKy4GQwGFixYgEmno6/JRC+FAqVSScOGDTl+/DjFxcWiBYBGo8HFxYW4uDheeO+9RyrHVgDKxo2hoICEhATRrPPw4cOoVCp++uknmjVrVq0KbZnXKigo4PDhw0ilUpycnEQhm6p4UmEXo9HI3r176dixI+PGjSMuLo733nuPw/fuId+9mwqZDL1KBSoV2NuDuzucPWvmAf4HwpL4PUzJeBzUlfhZZt40Gg3dunUjKyuL7t27k/rA9iItLY3c3FxiYmLIzc1l0KBB6HQ6sbK8bNkyvv32WyZNmkRZWRk9e/akV69ebN++vd6kzzLXN3nyZEaOHEnbtm1FCpSNjQ1ff/01R44cQRAEvLy82Lx5M6GhoZw/f54GDRqg1+uJiopCIpGQnZ0t+hA1btxYPMatW7eq+WVaZmgtxrHw+DTPiIgIkpOTq3mihYeH06hRI/bt24dWq+Wdd94hJiaGxMREhgwZQrt27Xjvvff4+eef0ev1hISEsGjRIiIjI6moqODy5cu0bt0anW4N8GhfRkEwC7z8X0BtxTUw09TyazE3DAwMJDs7u4bKoYuLC7a2ttVEDSz7r6/jV1hYSE5ODuHh4UyYMIH27duTkpLCzp076du379+W9AmCwKeffsrSpUu5cOHCY61/N27cqNfupjbvPgvCw8NFmt1T/HtgGQOxFJ5sbW1p3Lgx6enptG/fHrlcjpOTE7du3eKFF17A0dGRnJwcvvnmG7799ts/JQ5ksXKIj4/n559/xtfXV4wrkpKSmDNnDs7OzqKy5507d5g4cSKbN2/m9OnTvPTSS+j1epYvX86HH37IuXPnaN68ebUkriqkUmm1ollpaSl6vb5aAUYQBG7fvk1hYSFlZWX07duXtWvXcuPGDdHHrGHDhkycOLHGfaXX67l06RLdu3f/k5/6UzwMZ2dn1Gq1GDtUNXCvj+ppMpnE5kNqairdu3cXfVDLy8spKSlBLpczY8YMSkpKUCqVohevr6+vuM5WVlYSFRVFnz59WL58uWh/5uzsjFarpV+/fkx4fQLa9trak74qMGHinvc9XFxcKCoqwtbWltTUVN4e+/ZjZy7LFi4jLCyM3bt3YzAYKCgooKysjFGjRvH++++j0+nw8PDg/v37SCQS8vLy6N27NxqNBkEQsLKywsXFhczMTAoLC8UZXnt7e4YOHcrs2bNp0aIFarWa9PR0zp07x+bNm1mwYAETJ06kd+/eeHl5IZPJEASBX3/9lU6dOpGzL6dui4lHwN7Knn/2/OeTbfwATxO/KniUnYNFRlytVouc/oqKCjp37kxOTg7Z2dlIJBIxmFEoFOI+rK2tadWqFU2aNGHx4sVotVratWuHRqOhYcOG5OTkYDAY6NOnD4sWLRLtIfR6PU2aNOGdd94hLy8PO1tbzioUvPjDD8w6epQfGjUiMTGRyspKLly4IAZMUqlUlO6/6eCA/BGJkA3QLSoKoUkTgg4fRhAEGjdujEKhwGAwsGfPHuzs7ES/NjDPKHTv3p0mTZqI8s61KZFVXdgfN/HTarV8//33BAUFMX/+fO7evUvfvn25fv06ixcvxsbGhotNmtDewwPJjz/CV1/B3r2QlQWdOj1y//9bUZXqqautm1kPakv8XFxcRBVatVrNkCFD0Gg0dOnShfLycpRKJQUFBTRt2hRvb2/69OlDcnIyJpMJT09P2rZty6JFi9i5cydqtZodO3YwY8YMlixZUm+wcu3aNUaNGiWKvzz33HNkZGSwZs0akpOT0Wq1hIaGsn79erRaLU2aNMHPz49du3bh7u5ORkYG586dw/5BF9oyK2BnZ1eNVvpwxy8uLg6DwVBt0Lq+xM9kMnH37l3CwsJ48803ad26NZMnT6Znz540atSI1NRU5s6dy/nz55FIJKhUKlxcXPDw8CAvL4+8vDyio6PZuXMnn376Ka+//jp9+/bFaDQSGhqKs7Mzq1atQirdgJVV/TN+1tYwahQ8ZNn1X4u6ZvDs7e1FmlFVWASKqtI8Lahtzq+2jp8gCJw/f56XX36ZgIAArl69ypQpU+jZsyfvvvuu2CX+u2AymZg5cyb79u0jPDz8scypy8vLyc/Pr6FSakF2trlC/eKLL9b4W15eHvfu3atz3vYp/mdgiQ2MRiPZ2dkoFApkMhmpqan069cPW1tbsrOzxc5gRUUFp06d4q233vpTxykvL2fLli0UFxcTHh5OYGAgiYmJDB48GH9/f3FNrmrp8MEHHzB69Gi6detGZGQkzz77LBcvXqRp06Z06dKFiooKRo0aVet9ZTKZUKlU1dbc9PR0JBJJtTnX5ORkKisr6dKlC1evXsXGxoZPPvmE4cOH06FDBw4dOkRWVla1uWsLrl69ip+fXzXRm6d4MkgkElFVHv6IaS1rbV0dP5PJhCAIODo6kpubS48ePR5Yy5h9HCUSCV26dOHkyZOAeaZ0zpw5DBgwoNo6HhMTQ/PmzcViV7t27bC3t+f+A3ut6Ohomg5tir2d/aNPRg5F/kViB9PSSW+iaIKi4hGzoCaQ35DTzL8ZRqMRHx8f8XwnTJjAq6++ipOTEzqdjsLCQlavXs2PP/4oFhAt987o0aMJCwsTvTnPnTvHli1bUKvVzJ49G7lcTufOnWu9dyzQarWsX78eT09PhgwZwu3btyGuph7D40IlV/F8s+efaFsLniZ+VfAoOwe1Wo2trS03btwQO3oWJSoHBweKi4tFWmefPn2qUTxHjx5NdnY2P/74IzqdjubNm5OZmSl2CqVSKY0aNSI5OZlp06YREBDAq6++yrRp03B3d6d58+Y0aNCAc5s3E6zVYm00ojIa6X31qngjW6oulupCUVERPXr0oIGrK5feeQdjHd0ZAbOXpEqvR6LTMU+vpyPmbhHAb7/9hqenJ1lZWWLHz0Lz9PDwQKPRoNfr0Wg0fPLJJzX2X3Vhf1TiV1JSwpIlS/D392fbtm04ODigUqnYvXs3e/fuFW9ggCVLljDjvfeQjxkD06fD4MFQR9XyPwUWXvjflfiBmcdvNBpRq9W0bdsWgIqKCkJCQvDx8UEQBPz8/MjKyuL27dsUFxfTrVs3ysrKKCgo4IMPPkCn07Fx40b69u3LO++8U+fxw8PDGT9+PO3bt6dp06YcPHiQ2NhYpkyZgp2dHQaDgXnz5vHll1+yf/9+CgsL0el0JCUlkZKSwqJFi0hNTWX69OnVKEEWjxxra2vRnxJqdvz27t2Lh4eHWI0uLCwkMTERBwcHDh8+zNdff80777zDc889R4sWLbC1taVTp07MmDGDtLQ02rVrx4ABA/jyyy/57LPPGDJkCElJSSgUCtauXUvr1q0JDAwUPaoePv/z58/TrVs3AgMDOXnyJPb29gwbNoxbt8LYu1eDRFIBtXD7bWwgOBi+//7xv+//dFiKHA/DwcFBDBQeRl2JU22JX9WOX0FBAcfu8rwAACAASURBVF999RUtWrTgrbfeokuXLqSmprJt2zY+//xzTpw4UU2E6++ATqfjlVdeIS4ujt9++61ap7o+3Lx5k2bNmtXZgdmxYwcvvfSSqBhZFRbPybq2fYr/GVhiA71eT3Z2NhUVFRQXF6NUKhkwYAB6vZ5r164B5gJGQkJCvVTehxEXF8dbb72Ft7c3v/76K66urri4uPDRRx/h7u5eQ9XTYuJeVlZGZmYmX3zxBceOHaNfv36sWrUKjUbDlClT2LBhA1OmTMHBwYHXXnuNBg0aYDQaxX3dv3+/WrEXzObvJpOpWnFh//79gHlutmnTpkyePJl169aRmZlJYGAgv//+O507d8bT07PGuVmM25/i74G7u7s451e141fVzsGCqomfTqcTi7Bt2rSpphkgk8no3r07q1atAsyqyBZ7A0vMAn/M91lou1lZWWIx1s7OjsDAQCbOmIhG/5j6BUro278v/v7+aDQamjdvzjfffMPiLovNZvC1wQRygxzr361FRpHFQ9My1mIRSHJ0dCQ8PJzy8nL69+/P0qVLCQgIoFmzZhgMBubPn4+vr2810aGCggKys7Np06ZNvfFsTk4O77//Pq6ursycORM7OzuUSiV6vZ71q9azfuB6JIY/l/zZKGw4Mu4Iculfm9J7mvhVwaPsHCyL+/fff49MJkOlUpGcnIyPj0+1IF0qlTJv3jxx++eff54zZ86wbNkyPv74YxwcHMjIyCA4OBi5XI5KpcJkMmFvb0/Xrl3x8vIiLCyMoqIiPD09EQSBc+fOodFoCEtIEG8yE1BuYyMmehZY3puVlRUJCQk4OzuzJCKCWa1bc8vGBjVQjNmc/S41PS1NQFsQF+Ndu3YxduxYkpKSxIfA9evX0el0pKWlUVRURG5uLn5+fri7u9f4XKsu7HXdKPfu3eODDz7A39+fS5cu0bt3b27dusWUKVOIjY2lb9++1V6flJTEhQsXeOONN+r8Pv8TIZFIkMvlNSpzj4O6Ej9nZ2dRKfHOnTtIJBKio6MJCQkRv5fw8HDKyspEK4lZs2ZRWlpKjx49cHR0ZOLEiUyePFm0R6iK0tJS1q5dS9u2bZk8eTIFBQX06tWLixcv0rVr12rvacuWLTRu3Ji+ffsyY8YM2rRpg16vx8rKij179jB9+nQcHR1rfK/nzp0DzMUZS+JnNBpJSUnB39+fjIwMfvvtN5GaPH78eLp164afnx/l5eVMmjSJjRs3kpaWRtOmTZk2bRr79u2joKCAnJwc3NzcWLVqFZ9++imTJk2id+/eJCUl0atXL/Lz86moqBBlrlUqVbVruLKyks2bN+Pr68vAgQPJzMykZcuWNGnShL1793LgwAG8vLxYuzaUMWO+QKnchUolYGNj1iHy84Ply+G338xdv/8rqKvj5+zsTEkdCjc+Pj61Jot1dfzCwsIYN24cTZs2JT4+nk2bNpGQkMDMmTNFVVsnJycmTJjAmjVr/oazMqO8vJxhw4ahVqv55Zdf/lQ3oz5hF4t3X11+Z0/n+/7/QK1WY29vj8Fg4O7du2LX2s/PD6PRSHl5OYCoeF3bOlrbPrds2UK3bt14/vnncXd3Jz4+npUrV+Lo6EhhYaH4vK3NziE5OVksJCuVSg4cOICfnx/r16+na9euGAwG9u/fL15Lbm5uzJgxg7Nnz7J7926GDx9OZGQkHg+xhRITExEEgZCQEPF3e/fuFdf5srIyhg0bxsiRI7ly5QqlpaXY29vz2muv1XqeERERT6/ZvxFV5/wed8bPwrDIycnBz8+PnPwc9F56aAX4g96k586dOxQVFSGXyxk+fHi1MSbLOn7y5EkSEhLErljVuNRgMJh9cm9nYNA9nrCJBAmpt1Pp3LkzU6ZMoUOHDlRUVHA3+i6SHRIkZRKoxFxLNYDEIEFWIKPJ8Sa427rTqlUr+vXrJ/oWBgUFsWfPHhYtWkRubi4jRowgICAAg8HAyZMnGTJkCFu3biU9PR1fX98aRQ8wCxV27doVuVxeazx78eJFXnzxRfz8/FizZg09e/akSZMmpKSkMGrUKIqLi80jIS8vwi3aDbkgN3df6oFUIsVWYcuR0CN08+xW/4sfA0/FXaqgXjsHQaBNWRkvpqRQkJeHs9FIuocHqampzJo1i5L8fNoALg0aEF5YWI3yeO7cOby9vRk3bpw4EzV48GDOnDmDRCJBrVbj4uLCN998w6uvvsrSpUtZs2YNp0+f5pdffsFkMomUixGhoYzdtIktDg5k3L9PxCuvYHogfgHmBf/ixYtERkYyffp0JBJJNcocwMehoUTu3o13cDDSDh1YuWMHtg8lGbeAfwwbRmVlJYcOHeLYsWM4OTmJQff+/fsZOXIku3btomXLlly5cqVOP6yIiAhGjBhBfn4+5eXl1ShMKSkpLFu2jL179zJu3Dj+8Y9/8O233zJ27FgSExPF4OxhLF++nOnTp9da9f5PhyXxqyqt/TioK/FzcHAQleVOnz6NnZ0d169fp0+fPiiVSrZs2UJRURESiQSJRMKECRNYsWIFAN7e3nzyySf89ttv/4+9846rsu7///NM9hYEBRFEBXOAFIY21ByZ2zIzKzRH6Z3mLEszzTLX7Z3y07Kk1HCLK1Qc4B6gqDhBZG+QPQ9n/f6g84lpafW9v9/75vWPD+ScizOu63N93u/3axAeHk5sbKw47o0bN/j222/ZvXs3/fr1Y+3atajVat59990GeX1Qs5FZsmQJ+/bt49NPP6W8vJykpCQUCgVnz56lX79+tG7dmqqqKuzsfnOsSk9Pp7CwEL1ej0ql4vjx45w+fVpoUR0cHLCzs8PJyYni4mK6dOnCoEGDcHd3Z926dbzwwgv84xFmP+fPnychIaFBVs/FixdZtmyZsGuWSCRER0ej1Wrp1q0bubm5rF27lsDAQKqrq+nYsSM9evQgIiKCCRMm8MEHH4hO4bJly6ioqMDVNY958yQsXCjh4cMaH6IWLeC/0YCxMVYFgJ2dHffu3Wv0Oa1bt250Et6pUye2bdsG1NAdt2zZQk5ODosWLeKDDz5gw4YNjzSU+vDDD/Hz82PhwoWYm5s/4TuqwcOHDxk8eDCdO3dm48aNj6QBNYZHFX7R0dFUVVU1uVE+f/48q1ateuzX3Iw/h4qKCmxsbNBqtUgkEnr16kVoaChyubyOY+bTTz8tpg9N4c6dO2zcuJFt27bx7LPPsmDBAgYNGiTOo+zsbGQyGU5OTmKNrR/nYGJiQlBQED179sTExITy8nJOnDiBkZERhw8fZvny5Zw7d45+/frVoWxKJBJiY2PJz8+nVatWZGdnN2jmnj59GolEgoeHh3jvt27dok2bNuzcuROpVMqqVasoLi4mOztbUOVGjRrV4L3q9XouXLjQnDn5F6J+4fcojZ/B1fPBgwdYW1uTmp6KrJ+Ml8JegjGIgkQv0bPn6h70Ej0TJ06soSv+ColEQnV1NWPHjuXy5ctYWFjw8ssvY2dnJ3wAqqqqcHd3x8/PjyKKkEyToP+9akcP+kQ96mo127ZtQ6FQYG9vT3p6OlFRUXTx6ELB7gIylZnoWupQyBQsensR1+5c41b5LXyf9qW0tJSuXbty/PhxZDKZcKGtrq4mKyuLyZMnAzUFq6+vL5cuXaJt27bEx8c3OVQw+FXodDrhUK9Wq9m/fz/Lli3jwYMH6HQ6xo8fT2pqKmFhYXTr1o2EhATatm1LTEwML7/8Mh4eHtiZ2fF8h+eZf3w+GpcaU79q3W/3NxO5CXr0DO0wlC/6fIFni4aF6JOgeeJXC03GOdy+DR06sLe0lHeTk5lfUUGIXs/5tDR8yst5JTKSXOA88Et+PrnAeyUl4rjdunVjzZo1dOvWjdTUVORyOWfPnhX5aebm5qhUKsaOHUtxcTFr164lIyMDqVRKREQEI0eOZMyYMSgUCnx8fMjq2pWh7dvzrFzO/ODgOl0VX19fPD09eeONN1CpVPTv378BJS26rIxTMhn3TEyIi4/nVYmEcqkUrKzQm5jwHXDh19d97NgxnnrqKYqLi+tsRkJCQhgyZIgoKHQ6HbNmzWrwmRoW9tp5J4bIiDFjxuDv74+DgwM//PADZ8+e5ezZs0RERBAYGNhk0ZeZmUlISAgffPDBk3zN/+thmAI/buEHjfPGZTIn8vOHcPWqH1u3FuDs7EZ5eQWZme2YOdONmny8UuA2ev0ENBolV65cwdLSkn379nHp0iW8vLyQSqWoVCq2bNnCs88+y7Bhw3BxceHu3bvs2bMHT09Pxo8f3yCvz4B169bx7LPPUlxcTHBwMEqlkpKSEk6ePMmsWbPIzc1lxYoV5Obmsm7dOt544w38/Pzw8vKiqKgInU4n6EteXl689NJLPP300xQWFpKRkcHgwYPx8PAgICCAt99+G39/f86ePcugQYMe+ZkZcvtq0zmqqqq4efMmzzzzjHD01Gg0xMTEkJCQwI8//oirqytr1qzh2Wef5ZNPPuHhw4eYmZlx584dZs2aJY4XERHBhg0bCAwMZPfu3UyfPh0joxr3Tnv7/86iD5o2d7Gzs6O0tLTR57Rq1UoYWNWGp6cnN2/e5PXXX6dDhw7cvXsXBwcHjhw5wvTp03/XRdjd3Z3evXvz008/Pdmb+RWpqak8//zz9OnTh02bNj120QePNnbZvHkzAQEBjV7n5eXl3Llzp1FzrWb8fVCr1eTk5PDss8+ycOFC5s6dS/fu3TEzMyMyMhKdToevry8SiURsKuujqqqK4OBgnn/+efr374+lpSXXrl0TUSO1zyOVSoVer68TI1N/4nfx4kWsrKzo2bMnRUVF7Nu3D51Ox6pVq+jRowd6vZ4TJ04wZcqUBq+l5Ne9i7m5OXl5eSKr2IC7d+8ik8mE4YuhEPTy8uLBgwfs3bsXpVLJzZs36dy5M8ePH2fw4MGNNmkTExORSqV1JBzN+HNwcnIShV/9OIfGJn45uTkkJCTQwqEFyc8lE28Xj16pByNqQp6NASNQP6NGOV7Jq6Nf5d69e4Lp89xzz1FRUYGlpSVOTk50796d27dvi6GFodCcNGkSzs7O9H+mP25yNyT6R9/4JBoJ0ktS9u3bR3FxMSNHjsTPz4+4uDhOnjzJ+PHjyUjPoJ20HVwE4xvGKAuVIlqsTZs2pKeniyZyVVWVyJ0MCQlBIpHw7LPPip9fffVVgoKCcHJyQqVSiXD5+jDsZw3u+d9//z3Ozs5MmzaN5ORkPvroI+bPn8/mzZu5fPky+/fv5/r167Rt25arV68yYMAAevfuTUVFBZs3b+bbRd8i3yWn/dH2fPr8p4zoOII+bfswymsUS3ovIX1WOrtH7/7Lij5onvjVQaNxDg8eQK9e6EtLqd0HtgAsVCpOUUM1rs/QWgS4AzMUCkaOHMmkSZNIT0+nY8eOwg4/KChIXJBOTk60bNmSiIgIbGxsanjA332Ht7c35ubmQkMH4O3tTVRUFBqNRhQHCoWC1q1bc+HCBXJycsQi29him5ubi1wup6ioiPj4eAYNGsRiOztWjR9PXHEx84YPx9jYGIlEwo4dOxg7dmydLnRcXBwFBQXcvXsXpVJJbGwsPj4+jYavGqiFbdu2Ze/evdjZ2TFgwADu3r3L7Nmz+eyzz/j8888JDg5mzZo1jBgx4ndFr9988w1vv/32X27E8L8Ff2biVxvFxTBpEoSH/4hOpyIyUolOp0Iun4Fef5vBg6VAfwz9H72+ExLJWjZtysfW9ixKZTZz5swRtuP79u3j/PnzZGRk8Omnn/LKK6+IDUljeX21UVBQwOrVq1m9ejVvvPEGUqmU4uJizMzMGDZsGAUFBdjb27N27VohMvfx8RFTO39/f2bMmIG9vT0LFy6kS5cuBAYG4uPjg4mJCXq9nm3btmFjYyM2JDdv3sTS0vKRtKpz586RmJhYxwUUaiYrBg1gTEwML774IuvXrxfOYOHh4bz66quMGjWKf/7zn4SGhhISEiJuJAZkZWXx1ltv8fPPP7N3717eeOONBhup/1bIZLIGzrWVlUn06XMGb+8MkpO/xNX1kzoh5hYW+Tz3nJbMzNu0atWZnJwcNm/ezA8//EBFRQU+Pj58//33WFtb4+Hh8UhXz/qYPXs2b7/9NtOmTXsijZzB6XXGjBnMmTPnsZ9f+ziNTfxUKhU7d+7k6tWrjT4vKiqKbt261Qm3b8bfC7VazY8//khpaalYCw2xDu+//z5BQUGsWbMGpVLJF198gYmJCUVFRcKZMy4uju+//56tW7fi4+PDzJkzGTZs2CODzFUqFTqdrk6UR+3C78iRI8TGxjJmzBjhSPjtt9/i5+cn6JaFhYVUVFTUyeEDRAQV/EZfre/cnJubi0QiEXq9HTt2oNVquXjxIm5ubkJHfuPGDRwdHbl161aTJjYGmmdz5uRfB0dHR65fvw78NvGTSqXo9XoxfQPYd28fHx3/iMxJmeSocjB3NUdnraPJwGcl6F307Evbx5UrV3B1deXFF1/k9ddfZ+nSpUKzL5PJyMzMBOrquA3N1Y4dO/JyxctsNd1Kua4cvaTh5E+Bgrd83mL76u0cOHAAb29vTp06hZGREZGRkURGRvL1118jl8vFWq1QKMjJyUGpVOLi4oKtrS3Z2dl1WHyGczMoKAhnZ2cxrTx8+DDTp09n0aJFmJub4+vr22h2q0ql4vr161hZWTFlyhRycnJ+NW+TsnDhQjp16kRAQAA5OTnMnj2br7/+WhguXbhwgZEjRzJ+/Hh27tzJ5cuXxbXj6urKe+PeY1bvhsOTvwPNE79aaDTOYf58KCtD0kg4NtRUzo3dZs2BAKCdWs1nn31Geno6FhYWxMfH89RTT4nsvsjISGQyGSqVisOHD4vOdGZmJi1btkQulwvRuMFiVq1WU1BQUGej36dPH2bMmIG5uTnz58/n4MGDyOVyjh492kArlp+fj0QiIT4+Hmtra6ytrXH29oYXXySysBCoWTzKy8s5cuQIr732GrGxsYLvHBISwqhRo9iyZQsuLi7odDoWLVrU6Odj6I6EhISwfPlyLl++zNixY7l16xaFhYX07t0bHx8f7t69y8iRI3/3BlBUVERQUJAQFv8n4q+gepaVwbPPwqFDoNMpAQt0OiPAEo3GHOgBmFF/CdDrzYBWVFQcY/z49wkLC+Oll17i+eefRy6XM3z4cI4cOcKwYcPqdKGXLFmCXC5nzJgxnDhxgo0bN/Lxxx8zevRofH19adWqFSUlJXz44YdADR3Ozs6OgQMHUlRUxOeff05ubi7btm3DycmJhQsXCp3e5cuXRTFZXV0t6Ma1HT2joqKQyWSUlJSIDckfiXFobNoHv5lkFBcXc/LkSRYsWMBnn30m8jQjIyMxNzdn2rRpTJgwgcjIyAZFn0ajYezYsbz//vv06NGD77777k8VBP9pqE/1rK7OJTr6aeztY+nYUUNq6tfcvz9N/D4//zDW1p8wZ46Wu3f9mDBhMJ6ensTHx7N9+3Z69epFjx49hJ7u9+Ic6qNnz544ODhw8ODBx34vkZGR9OnTh6VLl/6p71ilUokcrfoIDQ2lS5cuTbp9njt3rlkr9T+MCxcu8PDhw0Z/Z2RkxJgxY+jcuTMPHjwQDInevXuzYsUK+vbtywsvvIBcLufSpUscP36cV1999ZFFH9ScI1qttsHEr6KigpycHCZOnMikSZPQaDTY2Nhw8uRJ8vLy2LJli3h8cnIyAwYMaODMHBUVBdRcmzk5OY1q9quqqtBqtaKBdfjwYUH9HD58uHjc9evXycvLQ6FQNNDoG9Bs7PLXozbV0zDxk0gkyGQy8fOuO7t4e//bJBQlgAS0xlqK7Yuh6ThHANQSNRtvb0RVXbOnDA0NZcWKFWi1WvLz82nZsiUtW7ZEoVDQsmVLEQvWvn17nJ2dSUpKYteuXaxfvp7YmbG4qF1qJifV1PxbBdJqKW86vUnQqCAmTpxIYGCgmJD98MMPnDhxghkzZnD8+HFcXFwo/HXPKpfLyc7ORqvV0rFjR6ysrCgoKODWrVtIJBKkUim2traUlpZy4cIFevToAUB4eDheXl4cPXqUoUOHkpmZ2aiBnU6nIzAwEIlEwoABA4iMjMTa2pqVK1dy7do1QkJC6N+/Px06dCA7O7uO83lERAQjRoxgwYIFbN68mUOHDmFubs7nn39OYWEhmZmZvPnmm3/J9/9H0Fz41ULtiZ9cLkdeVgahofAYm4fakAOTqbGh9fb2xsrKisTERI4dO8alS5d4+eWXuXv3Llqtlh9++KGOiNoQzgoIKmhlZSWJiYls3769Dq0DaiYUr732GosWLWLbtm0EBQXRsmVLvL29heOWAXl5eVRVVeHm5kZJSQlpaWliA33nzh0Aunbtyi+//IK/vz/29vZ1utAhISH07duXmJgYqqqqUCgUdRZ8A1QqFZs2beL06dOsXr0aMzMzDh06hLGxseA837hxg4ULF/7hLvW3337L4MGD/6OpIQaq56PCpxtD7cJvxQpIToamjUEfVWDL0WqtWLcuSxjopKamMnr0aORyOVeuXGHXrl18/fXXTJ48GW9vb77++mvOnj3LwIEDWb58OVeuXMHKyopXX32VxYsXY2pqypdffompqSl6vV5QWY8ePUrfvn1ZvHgx8FtBaEBKSgrl5eXCudNAKYG6jp7BwcG8+eabpKeni4nf0aNHH1n4nT17luTk5AbTPqjJILx//z4uLi5kZ2ejUqkEvbR9+/a89NJLKJVK7t27x6RJkxqNtli0aBFKpZIFCxawadMm+vTpI3QxzWhI9czPD0Wnq0LyawdYp6sgO/tH9Pqa9Tc9fS1SaTWmpqDVVjJwoAUpKSls2rQJPz+/BgYvvxfg3hgMge6Pg2PHjjFkyBCCgoIa6EQfF/Hx8bRt27bRQO0tW7Y0aeoCzcYu/9PQ6/WCedMYDLm2oaGhQl8lk8no2bMne/bs4b333iM1NZUVK1Y81rqgUqmorq6uM/EzaPzGjx/PpEmT8PX1paysjDt37hAfH0/37t1FoVhSUkJmZib9+vVrcOx9+/YBNQVDY/o+g9uuo6MjUqmU+/fvU1RUhFarxdrauk6Bd+PGDe7cucPIkSObjP4xNIab8dehNtWzvm+FUqmksrKSecfnUaGulyv7R4euxmDaxpSBAwcSEhIisnZlMhnJyckUFxfTsWNHcnNzxTqWmZnJoUOH6lDuW1u2RhWkgkDgCHAc2AcuO1zorazJUX3rrbeEftbGxoYTJ07wxRdfcPr0aby9vXFychLUZJlMRm5uLuXl5XTs2BGdTodUKuXWrVsiK1gikbB//35at24tTFn27dvHqFGj+Omnn7CyskIqlTJixAjxOktLS1m3bh0dOnTgq6++QqvV4uXlRadOnVi/fj03btzAxcWFhIQEzp8/T0RERJ09zJEjRxgzZgyBgYGsWLGCn376CW9vb1asWIGrqysdO3bkxRdfbFQe83ehufCrhfoXicnDhzW2e08IBeAGWFlZUVJSwsWLF3F1dWX58uVotVqmTp3K559/joWFRQPhc2pqap3Cz6BrWb16NXZ2diLE2LDRd3FxwcXFhQ8//BClUsm5c+do164d06ZNY8OGDeK4W7ZsobS0VHRlTE1NefDggSj8Hjx4AMArr7wiaJ7wG/0oMTGRtLQ04uPjsbW1JTMzs467F9TcWFatWoW7uzvXrl3jyy+/JCIigpycHD788ENWrVrF9u3b2b59e6P2zk2hqqqKdevWCavg/1QYCr+mNhRNwVD4aTTw//4fPGb+ex2o1UYYGy9Ep9OxZ88eevTowQcffMCePXuEI2ZRUREeHh6kpaWxefNmYdYSHh7Opk2b+PTTT3njjTfYv38/r732GosXL0apVFJRUcHAgQOprq4WGyMD8vPz6yyap0+fpnfv3uJGVlZWJjSrhomfWq1m9+7dDBs2DJlMhqWlJcXFxVy7do0XX3yxyfe4ZMmSOtM+vV5PREQEQ4YMISIigtu3b6NUKmnZsiXp6elUVFRw6dIlsrKyCA8PZ926dU1qx44cOcLPP//Mtm3b0Ol0rFmzhnnz5j35F/IfiIaunhIa7j5++9nU1AudrmbKLJXK6d8/oE60R/3CrynX0Edh5MiRpKenExkZ+Ycev2PHDt555x0OHDjA4MGDH+tvNYamaJ45OTmcPXtWaFTqQ6PRcPnyZXr27PmnX0Mz/hg0Gk0DqnJ91KffG/6vXbt2jBkzpgGN8o+gqqqqQeFnYmLCnTt3KCoqYtGiRVhYWJCRkcGmTZuwsLBgzJgx4rE7duwQcRD1YTDBMDY2brTwO3ToEABubm5ADX1Pr9eLyIbnn38eqGFm3L17l7Kysibv1wUFBaSlpdGtW7fH/gya0TTqxznUli8pFArKVGVklmY+8fEtzCzoO6gvffr0Yfjw4Zibm6PX64WxWUJCApaWluj1euzs7NDr9SxdurRO3i4gDLgoAetka7gC5pnmZKZnkpeXx549exg2bBgvvvgikZGRZGZmsnfvXs6dOycavg4ODmIIIpVKycvLo6CggA4dOlBcXIypqSmpqamYmJiIYcG2bduwtrbG09MTjUbDwYMHcXBwwNbWlhMnTtCrVy+MjY1JSEhg5syZtGnThqCgIBHPMm/ePC5evEhSUhJTpkxh/fr1rFq1irS0tAbr7/79+xk/frzI+Z0/fz6DBw8W9Ov09HR0Oh0BAQFP/H08CZoLv1qof5GoZDJ4zM13bVQDeZaWlJaWcurUKWGEERgYSGVlJZmZmaSnpze6OTWIU6GG3rhlyxZ0Oh3du3fHyspKFKiGSZmhEJRKpfj5+aHVarGxsWHIkCGkpKQQExNDYGAgCxcuRCKRYGtri0qlwsHBgYcPH4q/ZRCeDxo0iNOnTzNy5EgePnyIWq3G0dGRffv2MXz4cIKCgigpKUGn0/HNN98ANZuTTz/9FHd3d65fv87OnTsBGDp0KOPGjRNOR1euXHmizvSWLVvw9fWl5vcGmgAAIABJREFUc+fOj/3c/0swUD2fdOKXnAxP4AvTAKWlNbSI0aNHExQUxL/+9S/GjBlDdHQ0e/bs4auvvuLo0aPMnDmTt956q1GK0p07d/jll184ePAgNjY2out29epV1Go1Fy9erLP5qV/4nTp1ij59+pCSkgLUNGfkcjmVlZXk5OTg6urKyZMncXd3FzpXqKFW9OzZU+T51Ydh2vfWW29RWVlJUFAQXbt2JSAggJiYGGQyGUuWLGHZsmX07NmTyZMnc+fOHaytrQkODhYZl40hNTWVCRMmsGPHDuzt7dm1axceHh7Nphv1UJ/qaWc3FJnMBKjRbFRVgYXFWCSSmtuUu/vX5OV1oaDAiuPHnbCzq2va01jh9zhUT8Nr+vDDD/nXv/71u48NDAzko48+Ijw8/C+bWjRl7LJ9+3ZGjBjRpOPozZs3cXFxqXPtNOPvhVwu/11pgkQiaXAOyuVyYmJinvjvGtg/tameGRkZ3L9/X7gfajQarly5wieffEJRUREjR44Uj/3+++9p06ZNg9deVFTE/fv3kUgkmJmZNVr4hYaGCmOX3Nxc9u3bh6enJ87OzrRr1040wu7du4eJiQl2dnZNGhVdvHgRPz+/JzJAakbTaNmyJTk5OULTVzub2sjICE2VBmO58RMfv0pdRVe3riLWw2Cy16dPH9555x2cnJwoKirC1tZW6EFrMyEKCgp45513ePfdd8X/VVRUIJFIMDc3x9TUlK1btzJ37lxOnDjB7t27KSoqoqqqinPnztVpeMjlcqRSqZg45uXlkZ2dLbw0FAoFlZWVuLq6CvZOZGSkMCs0HC80NJS3336buLg4+vXrx/Dhw3nmmWeIjIxEIpHQuXNnTp48iU6no1+/fnTu3Jm8vDwGDBhAYWFho8aGO3bsYOrUqYSGhrJ69eo6GcgLFiygV69eeHh4kJSUxNChQ5/4+3gSNBd+tVB/4pdvZYX2d9zgHgWdRMJWY2MxZtbpdEyePJmxY8fi6enJJ598gl6vb9QMIy0tDScnJxYvXszatWupqqrCxMQET09PUlJSyM/Px8jIiBdeeAGpVMrVq1eFu2ZycjISiYQHDx4gl8uZMmUKkydPZu3atezevRuFQoGZmZnQS3l4eAiBbGpqKgAnTpygX79+WFpaCn2fRCIhJCSETp06odFoqK6uxsTEBBMTE6ZOnYqXlxfFxcVERUWxfft2CgsLcXR0pFu3bpSVlfHaa68xefLkJzJO0Gq1rFq1ivnz5z/x9/F/BX+28NNq/xqnSCsrU9zd3enWrRu+vr5YWFjUeU1LlixBoVDw6aefNnmMTz75BFNTUyorK5kxYwY5OTk4OzuLbnR9vVLtws+QX9m7d29xThumffHx8bi7uyOTyQgODmbcuHFkZGT8YX3f4sWL+eCDD1iyZAmurq4EBgZSWlqKg4MDw4YN47XXXmPcuHFs2bJFBLG7u7vz8OHDRzYeqquref3115k7dy7PPfccer2elStX8vHHH//u5/3fhvpUT6WyBb6+0Tg4jOH+fRMePOjFrFmJ4jEymSk3bw7i2rUP+O67wgYb6r+C6gkwceJETpw4IZoN9aHX61m0aBGBgYGcO3fuL21ENTXxM7h5NoXz58+LaUsz/mdgcLJ8VPGn0+lIS0vD+Nd9QHV1NdXV1aSmpj42o8MAlUpFRUWF2ACXl5ezcuVK3NzccHd3R61Ws3TpUqytrXF3d0cqlYoJ3dWrVykoKMDW1rbB6w4PD8fd3R29Xo+FhUWjhV9MTAwmJia0atWKMWPGoNVqxXlXu4F948YNqqqq6lDm6qOZ5vn3wNjYGFNTUwoLCxud+FWrqpnsOxkTeT15ze+kKxhgrbGm51M9uXfvHjt27BBGLhcuXMDc3JzS0lJeffVVMRgwMjIS9/SDBw/SpUsXzpw5g06nE42sdu3aIZPJkEgkqNVqEhISiIqKonPnzsyZMwcLC4s6938D1Gq1OI8NE7/k5GQ6duxIdna2uEf4+vri7OzMrl27xMStXbt2hISEMGjQIMLCwjh//jx6vZ6goCCRI+vj48PVq1dFQ6W8vJwXX3yRsrIyunfvzp49exqVKf3444/MmTOHEydO8NNPPyGTyfjmm2+Eo71BSuLh4fHEk/8/g+bCrxYMHWKtVlvTjdbp2OnhgeoRHSmDLrU+yoHvpFKCf6UMGTLPoGZKl5OTw4ABA7Czs2tUyH/r1i3WrVvHhQsXsLCwwMXFhRYtWrBv3z7UajUymQyZTIaHhwfGxsYoFAoCAgI4ffo05ubmdOrUibi4OB48eEBWVpawhjY8z9zcnOrqahQKhRibQw2VTqFQsHPnTmFna9iMpKenc//+fW7cuMGLL76IRqPB1taWHj16YGdnR2xsLOvXr8fd3Z3jx4/z7rvvotPpOHv2LB07dsTPz++Jv5uQkBBatmz5X6FhMRR+jzutMBR+rq7QhBfRY0CDv385np6eIlOtNnXu+PHj/PjjjwQHBzdZyJ8/f57w8HARv2GgKSckJODs7NyoXik/P1+4tSYlJYl8vJSUFKRSaR19X8eOHSkrK+Pw4cO8/vrrQt+n1+sfWfht3LiRK1eu8MUXX3D27FkUCgW2trb88MMPXL16lerqamxsbOjSpQtxcXFs2LBBdOfc3d0fqUf9+OOPcXBwYO7cuUBNAWoQgzejLhqjYhobt6FTp238/LMvnTp9gUJhxBdffCF+X1FRgZ2dHVZWVg0KM0dHR9RqNXl5eeL4j3sNQU3u5YQJE1i3bl2D3xko+ocPH+b8+fNNGq08KRqb+N24cYPi4uJH0pabjV3+PTCEQzdG6dRqtVy7do1z584xb948oX++f/8+er2eW7duPdHfNETbGKias2bNonPnzmITPWfOHMzMzLC0tOTUqVN1nvv999+L7LL6hV9YWBjOzs7odDpsbGwaLfyysrKwsLDg3r17JCUlYWFhQVFREfn5+XX0fefPn6eqquqRTcHm4Pa/DwadX32neoVCgUqlYkW/FQxuPxg58hpDFa0UimsiFB4FJUrMrpjh5eXF7du3mT17NitXrgRq8iVTU1MJDAxk3759Yn/p4eFBfn4+48aNY+7cufj4+JCWloapqakYtCgUCiQSiTBK0ul0WFhY8Nprr/Hw4UNWr16NRCJpkPeo0WjQ6/Vi72N4v46OjqSnp4tYIGNjY5ydndm2bRsvvPACbdu2RS6Xs3fvXk6dOoVKpSIsLAxra2uKioro2bOmsN2wYQPu7u5s2LABHx8fqqur2bZtG7NmzcLf37/Rz2j9+vUsXryYU6dOcfLkSS5cuMDOnTuRy+Xo9XrmzJnDqFGjMDMz4/z58//jNE9oLvzqoPaJI5PJyMnJYebt22hef53yRrp6ZcAJqZTFMhklRkaUU1PwZQAfyeWstLenbdu2gh72+eefs2nTJrZt20arVq2oqKhAJpPVMSpRqVQsWLCAixcvMnr0aFJTU+nfv79wLzJ0OIYPH45KpSIvLw8XFxdGjRpFaGgoX375JVOmTMHLywulUkn//v2Jjo5m2LBhnDhxgqysLLGBNlw0tbnXOp0Oa2trrly5wpAhQ4DfCr99+/YJQe/hw4eBmu54UlISX375JQ4ODiQkJDB8+HCmTZuGk5MT69evx8vLixs3bggx7eNCr9ezYsWK/5qpSe3Cr7ENxaMgkUgwNoaAAPgdc7hHQibT4ONzCi8vrzqFn06nIzMzk4CAgCbz+qDmPBo9ejQqlYqff/6ZL774gqlTpwonrKYmt7XNXU6fPk2fPn2QSCRiEl3b0bNDhw4cPHiQXr164eDgICZ+hpB5gwst1Nwg9uzZQ69evZgxYwZt27ZFoVBgZ2fHvn37iIiIoH///iQmJrJz505CQ0P55ptv0Gg0DBo0iOjoaKysrB55DoeEhHDw4EG2bNkiNlUrV67ko48+arYrbwRNBbhDDV0pPz+f4OBgNm3aREREBFBjlGVqakqXLl0abJwlEgmdOnUS5+uTTvwAZsyYwebNm4VxACCyneLj4zl16tRfHsuh1WqJj49voIXZvHkz77zzTpMGGXq9vtnY5d8EOzs7JkyYQFVVlfh+qqqqqKioQKvVEh0dTWZmJsXFxfj5+aHT6YiKisLCwkLcQx8Xubm5YgISEhJCeHg4ixYtorKykp9++oljx47x3XffUVJSQmhoqIhoKC0tZc+ePUyYMKGOERggmmUGbVaLFi3Izs5usL4b9iyRkZFIpVL69OnD3bt3SUhIqKP1P3z4MNbW1k02RlQqFdeuXWvghNyMvwYGnV99p3qlUklVVRVKmZI9r+/h6cinMT9hjne0N24H3ZBdlSFRN3GvqgbpJSl55/MwNzcnJyeHV199VdxvpVIpDg4OmJqacu/ePczNzZHJZFhZWdGlSxfs7e3p2bOnmKw5OzuL15abm4tGoxFu5nK5nBdeeAEjIyMOHjyIp6cnCoWCNWvWiAkj1DBsDM09tVqNpaUlHTp0QCKRkJSUJBxNMzMzkclkpKamYmNjg4ODAwMHDiQvL49bt27RoUMHKioqGDFiBImJiSxbtoyWLVty9epV3NzcmDFjBu3bt2fVqlWMHTu2yf3sP//5T1avXs3p06eJi4tj9erVhIaGin3L4cOHycnJ4caNG4wYMQK5XP5vkYA0F371YLhQZDIZ4eHhzJk7l7WdOvFpu3bcsbVFBWhlMqKBicC01q1ZCXzz8cd0BnyNjXEBTri5kffwIXq9Hjc3N7Zu3cqHH35IcnIymZmZbNmyhYiICIqKikThFxUVRffu3bl37x6mpqbs3buXd999l/fee4/k5GTKy8trTGdMTHBzc8POzo5z587h6ekpuPKnTp1i6NChIrclIyODpUuXMnPmTDZs2CAuGgsLCxERYdhoGLoj1tbWDB06VEw2YmNjad++PRs3buTkyZNIJBJKSkowMjJiyZIlWFhYUFZWxieffEKPHj3w9/fnxo0bJCcn4+/vj06n4+bNm08s4j558iRVVVWiEP1Ph1wuF25Yj0MHql0kLloENjbQNKu26YJSJquiV68EkpJ21yn8pFIparX6kXl9UFP0DRkyhNzcXCZOnEhGRgZSqZSgoCCRcdWUSUVtqqdB3wc1FOTGJn7btm1j3LhxAGLiFxYWxqBBg5BIJBQWFrJy5UratWvHP//5T6DmM/Xx8eHMmTPs37+fHj16UF5ezoIFC3jmmWdQq9Xcu3ePp556ClNTUxwcHIiOjkar1TZ5Dj948ICpU6eye/duoXOJiooiKSmJ119/vcnP+r8ZTQW4Q41oPzc3F0dHR7Zs2cLbb79Nbm4uFRUVmJiYNFr4QV2655NO/ADatGnDgAED2LRpE1CzNr7yyitAjXFPbVOZvwpJSUm0bNmyTvZqdXU1O3bseGRXODExsUEDsRn/c3B0dOTKlSt07doVV1dXQkNDWbNmDa6urpSVldGtWzeuXr2KTCbD1taWrKws3N3dOXv27BP9vby8PKysrEhLS2PatGls374dBwcHCgsL+fjjjzlw4ADOzs6UlJRgbm6OjY0NRUVF7Nixgz59+uDk5NSg8Lt37x4ymUyYyBkiAWpP/DIyMtDr9WRlZfHJJ5+QkpLCjBkziI+Px83NTUwg9Xo92dnZj9QtXbt2jfbt2zeg7jXjr4Hh+2vgVC+X14n3uh95ny7KLugydeh0OoabDUe/S08v516gpYbOpgWSwOqoFd1Lu6PT6Vi2bBlSqZSRI0fy1VdfIZFIKCgoEE1/QDDT7t27x65duygoKCA6Opri4mJefvll4uPjxTqak5ODiYkJMpmMVq1aoVKpUKvVbN++HaVSSX5+Pu3ataNNmzZ89tln4vWXl5cjlUpRKBRUVFRgZGREx44dhQcA1JgjpqWlceXKFby9vZkzZw4xMTFkZ2djZ2dHZWUlnTp1QqlUEhQUhJWVlXiNfn5+ODk5kZaWBiBozfULP4OBzcaNGzl79ixFRUVMmjSJAwcOCC2uRqNh3rx5jB8/ntzcXNLS0ggICPi3NIWbC796MFwomZmZZGZmMmzYMNb861+4f/ABc/388PHyYvSwYTwNXG7TBq1ej1QqZfHSpSQDJTY26Km5GWu1WpKTk8X4+L333iMgIICuXbsSFxeHt7c3CoUCpVLJRx99xLBhw1i0aBFLly6lpKSE6dOn8/HHH1NaWkpCQgJyuRw7Ozt0Oh03btzA3t4ejUaDh4cHVVVVdO/eHRsbGxYuXEhERAT29vZ0796dhQsX0qtXL6RSKZcvX0av12NjY4NGo6GoqEgUfjdv3gRqunEGN0+VSkVUVBQzZ84kLi4OS0tLtm/fTlVVFQMGDECn0/Hzzz/j6elJRkYGN2/eZP78+dy9exd3d3cRYWFjY9Ooi9gfwYoVK/joo4+a7Hj/p8EQSiqRSBpkMD4KtW/mLVtCVBQ89ZSemjm09tdjq1EoNMA+5PJsoJTfisBSoAJz84388IOSiIgIPD09RUfPsIg/Sten0+mYOnUq4eHhtGrVivfff5/ly5fTokULsrKyGDt2LD4+Po3mQ8FvhV9tfR80LPzi4uKwt7fn4sWLIkrEMPELCwujc+fOTJs2jXbt2nHp0iWefvpp7t+/T0pKCitXrmTr1q14eXmh1+vZtWsXXl5eJCcn88033/Dcc89hZmYmFneNRkNMTAw5OTmNdvmqqqoYPXo0n3/+OU8//bT4/5UrVzJ79uzfzeX6b8WjXDcNhR9A//79CQgI4J133qG8vLzJiR/ULfz+zMQPaih0a9euJTMzkz59+tC+fXt27tz5t+kxGqN5Hj16lA4dOtCuXbsmn2eY9jVPlf99qKiowN7eng4dOgi6mrm5Oa6ursLxEsDf3x+tVou3t7eITnpcPHz4EGtra95++21mzpxJjx49KC4uJjc3l6CgILy8vDAzM6OyspKRI0diY2NDYWEh33//Pe+99x5Ag8IvLCyMgQMHkp6eDtRcf/ULv/379wOIEHqFQoGLiwtmZmb07dtXPO7MmTNCB9sUmmmefy8MhV/9iZ9CoRBOtAUFBZSUlNCrVy/KysooKSlhwYIFKFIUeJzzgJVgttmMZ88+C1tAmV7jyN2zZ08CAwN55plnWLt2LaWlpej1enQ6HYcOHWLWrFmiwDQ3N2fZsmVs2LCBlJQUHjx4IJy95XK5aMxJpVJMTU1RqVTClKWsrEzs+fLz8+natSupqan88ssvwhzJUPiZmJgId88OHToQHx8vGsiOjo48ePCAH3/8kdzcXMzMzDA3NycuLg43Nzc+//xz7t69Kxw5Fy1ahL29PdevX+f48ePCgC41NZVu3bpRXV3N/fv3eeqpp4Caa2nBggXs2rWLs2fPCkbed999V2ea98MPP9C6dWvOnTvHjBkzCAkJ4a233vq7T4VG8d+xk34MGAq/sLAw/P39mTNnDvPmzcPMzIySkhJsbW0FRaOoqIhXXnkFtVotpi3nzp0TLkNSqZS9e/eKacE//vEPWrduzeuvv86BAwfw9/enRYsWeHt7k5KSwq1bt/D19WXAgAG0aNGC2bNno9Pp6jgG2dra4ubmRlRUFBKJhO7du2Nra0tBQYEQjO/Zs4fKykp++OEH4uLi0Gg07Ny5k6lTp3Lu3DnB4ddqteTm5orCz5D3V1RUhJ+fH6tXr8bNzY3CwkJGjhxJ//79UalUJCcnAzBp0iR69epFYGAge/fuZevWrSKLsHYwa0xMzBPTPK9evcr9+/dFIfrfgNpOVU9a+AG4usL582Uolf1xdg7G0XEvkycnkpEhx9f3azSaVkilI2nTZgvt2u0FPgQcqK7+BHv7FkilUuRyOXFxceh0OmJiYkhJSWlS16fT6ZgyZQrHjx9Hq9Vy4MABpkyZwssvv8yBAwcwNjYWRVJTMGj8DLEihnyr9PR0JBKJoCLFxcVx69Ythg4dKiYkGRkZxMfHEx4ezhdffIFOp+OFF17g3LlzdOrUiR9//BETExMRIn/r1i369u3L119/zbZt29i2bRuxsbF1zttu3boRGxtLq1atuHPnTqMTvw8//JAOHTqITifUmM+cOXOGiRMn/uHv778Ncrm8yYmfwZnOgC+++ILS0lLu3Lnzhwu/J4lzqA0/Pz8cHBzw9fXllVde4dtvv30iY6o/isaMXX4vuw+a8/v+N6CiokKwA2r7BLi6uuLo6CgKP8Pk1sXFhZycnCeaSBcWFlJSUoJEIuGjjz5CpVIxefJkFAqFmLJJJBIkEgmDBg3CxsaGS5cu8fDhQ/r37w80vFccO3aMl19+WcQAGKYetV1iAwMDgZpmcEhICP7+/sTGxiKTyeroT7/66iuh7WoKzcHtfy+cnJzIyspqoPGrPfG7du0acrmcXr16UVpaSklJCR06dKBTp04EBweDClqZtWL4yzWN1YKCAh48eICTkxNyuZz79+8THh6OSqVCqVRSXFzMuHHj2LNnTw2dVKkUrtaGrMfq6mpGjRpFSkoKMpmMqqoqwXAy/Ozv7/+rSZ1WNEfy8/NxdnZm0KBB9O7dm7lz56LX66msrEQqlWJhYUFVVRVqtZqOHTsSFxcnCl6DV4CFhQUFBQVkZGQwduxY2rRpw/379xk1ahR3797F398fBwcHli9fzqJFi8jOzhZZl5cuXRKsunv37uHm5oaJiQl6vZ6ZM2cSFhYm/DWGDh3K9OnT60S0lZSUsGTJEt5//32uXLmCtbU1zzzzzGPFmf2VaC786kGpVHL06FEqKyuRy+WkpaUxe/ZsKioqhBWswcVt0KBB/Pzzz+K59vb2tGvXDicnJ3S6mtF5YGAgQ4cORSaTcf36dTQaDS+88AK//PIL0dHRpKen8/XXX7Nr1y4hkB4zZoywi1+6dClxcXFIpVI6d+5McnIyRkZGDBo0iMzMTDp16oSNjQ13797FyMgImUwm+MrW1taMGDECf39/PvnkE1599VXS0tLQarXY2dmJUFkDNc1APXF2dsbT05Po6GjWrFmDl5cXd+7cQSKRMGHCBL766isA3n//faZMmcLly5cbcPVrO3b9GX3fihUrmD17dqOBxv+pMBR+wO/mRNVG/Zs51GxIFIqbDB9+hdLS8axa5Yy9fY1uCPQolReoqJjH+vUWwE9IJDUbmJiYGPr27UtUVBTW1tZcvXqVtWvX4u3t3aiuT6vVMnHiRGJjY8nIyGD69OkcOXIEhULBrl27eOaZZxgyZAjHjh1rkFlZGwaNX219X1FRkXhvlpaWoqN+8OBBxo0bR3l5Od999x23b9/mm2++oVWrVnTv3p1ffvmF5557jsTERJYuXco333zDZ599RllZGTNmzOCll15i9OjRXL16VVA4Ll682OC8jY6OxsvLCyMjowbvPTg4mNOnT7Np06Y6n/0///lPpk6dWoe214y6+KMTP6i5Jnbs2EFiYiJJSUl4enqSmJjYoDHyV1E9oaYxkJiYKCjtf/dErf7ELy8vj4iIiEc2SqDZ0fN/A2oXfmVlZej1esrKymjbti1mZmZERkai1+sZNmwYUCOf0Ol0Ij7pcZCVlUVGRgY///wzUqmUadOm4eLiUudaMtyvPTw8sLGxYdeuXUyePFncV2rfKyoqKrh48SIvvPAChYWFQE3haG9vLxodYWFhJCQkYGZmhq2tLYmJiUyaNInbt29TUlIi9H0GvWljzrQG6PX6OutsM/561KZ61o5zqD3xMwwB/Pz8KC0tRalUYmZmRtu2bdFqtUgkEkxNTYVUwdTUlLKyMsLCwjA1NaWkpASVSoWHhwdqtRorKyuCg4OFJMngCC+TyejXrx/Xr1/HycmJsLAwiouLRRyKYWJnuK9/+umnVFZWMmLECDFlNuwLpkyZwr1790hNTeXo0aNUVVWJ1ymTySgpKSErK4t58+YJk6+uXbui1+txcnJi+/btwgymY8eO9OrVi927d6PValm+fDk9evQgPz9fxJ4Z0Nh+VqfT8d577xEVFUVERAQ2Nja8+eabPP300w0ye1esWMHLL79MaGgo06dPZ/v27f8WUxcDmgu/elAqlaxatYqBAwdy5swZvv32WxQKBQUFBSQlJWFpaSnoEL/88ou4qFq3bi0KKH9/f5GhkpGRwYwZM9BoNPTv35+0tDSioqIoLy+nqKiIt956i1GjRnH79m369u3LV199RZcuXXBxceHmzZssXbpUFFV2dnZIJBJycnJ47rnnUKlU2NvbY21tzbVr1ygpKaFfv35otVpkMhmLFy9m8uTJnDhxAj8/P4KCgrC2tkaj0dCiRQt0Op1wFE1MTBQd9Hbt2hEZGcmOHTvQ6/W4u7sTFRXF5cuXBXfaxsaG2NhYJkyY0ICCqdfr/5LCLz4+ntOnTzNp0qQn+Cb/76J2PtSfmfhBjRmGwZ67S5cuohAxbKqrqqpwcnLipZdeEs8pLi7m0qVL9O3bl/DwcDp27MikSZMYPHgw1tbWDf6uVqtl/PjxpKSkYGRkhI2NDW+//Tbr1q3jzp07eHh4oFQqad++Pd7e3k3SPOE3qmdtfV9KSorI57OwsOD+/fu4urqSmJhIREQEbdu2FVP46upqysvLGTVqFAkJCcydO1e422VmZlJZWYmnp6cIGJ42bZrIkVKr1URHR9OjRw/gt4lfdHQ0dnZ2DaZ9d+/eZdasWezZs6eOViUnJ4fdu3eLfKNmNI5HmbvUL/ygRnfXtm1bvvzySyorK2nbti1xcXF1HuPs7ExZWRmFhYV/iup54cIF+vXrx7p165DL5Vy8ePGJjvM4qD/x27FjB0OGDHmknjAvL4+srKz/+GzT/+0wmA5ZWFig0WiQSqXcuXMHV1dXQYVLT08XzdkLFy5gYmLC0aNHH+vvlJSUkJaWxksvvYSzszPr16/nypUrbNmyBb1ej/rXANd9+/YJ7b25uTlnzpxhwoQJ4ji17xVnzpzBx8dHUPOkUikajUas02lpaYwfPx6pVIqjo6NwYBw8eDAXL16kRYsWwon58uXLItKmKcRE2naXAAAgAElEQVTHx2NiYlInj60Zfy1qUz1rT/xkMpn4+dSpU7Rr1w4HBweqqqqwsrICEPtba2troUeVSCRC//nOO+9gbm4uptvFxcXo9XqUSiWHDh2ivLwcnU4nXCyXL1/O4sWLqaqqwtTUFI1GI4pLg9yiuLgYe3t7ALp164Zer6dfv36i8DPsC3r37k1VVRWTJk1i7ty5oog1DAZKSkrYtm0bMplMZPiWlZUhk8k4dOgQzs7OWFhYEBoaSlpaGtXV1SxZsgSlUsm1a9cIDQ1tVHdafz/bpUsXxo8fT1xcHMePH8fa2pq5c+dSXl7Ohg0b6uzD0tLS+O6775g2bRqHDh1i5MiRREVFPTLq5O9Gc+FXD2VlZVhZWZGcnIyLiwvPP/88er2en376Cb1ej6WlJQsXLgRqFntDR3nGjBniRBszZgx6vR6VSoVOp+Mf//gH5ubmXLhwAWtraxYtWsRrr73G888/j6enJzExMfTv35/Vq1cTEBBAamoqrVu35qWXXqJDhw7ExcUJo5bWrVuTl5cnAijLy8vF+DogIIBdu3YBNbS79PR0YmNjMTIyYsSIEfzrX/8STpHW1tbo9XpatmzJ2LFj8fPzE0Xs/v37habEYOzh6OiISqUSF+LUqVOb3JDUNxu4cePGExm7rF69mqlTpzYZWvyfir964qdWq+t0ZaFmUmVhYYFUKuX27dvk5eWJhdrMzIz9+/fTt29fTp06JTp7b775ZoMJikaj4a233iInJ4cZM2Zw+vRpgoODCQgIwMzMDJ1Ox/bt27lz5w6JiYmPnF5UV1dTWVkpCrXa+j4DJcLCwoIjR46QnJxMaWkp1dXVfPrpp2IqLpFIOH78OFOmTMHY2Fh8LnPmzEGj0bB161aOHDnCd999JzYrBty4cUPoUktKSsjOzqZ9+/ZER0cD1GlelJeXM3r0aFasWEHXrl3rHGfdunWMHTv2L3d9/E/D75m71KZ6GmBkZETfvn2ZOHFik86eBkOiJ534HT58mJEjR7J161bGjRvHzJkzWbNmzWMf53Gg1+sbFH5btmz53a7whQsX8Pf3/1spqM34fRgmfgZWgpmZGTExMbi6upKSkoKfn5+gezo6OpKTk4Orq6twq/2jmDZtGlKplF69enH69Gm+/PJLDhw4gIWFRR2dU0hICPb29pSVlfHw4UPat28vZBhQ915Rm+ZpZmaGRCKhurpaxKO88cYbTJs2DbVaTZs2bSgsLKRjx45YW1tz8+bNOmyfwMBA9Hr9I9f5Zprn34/acQ61NX5yuVzsKW7fvk3Pnj2F6YuFhYUw4jMxMRFNtF27dmFjYyPWmGPHjlFZWSkac4Z/T58+TefOncnKykIikWBra8tTTz1FQEAAOp0Oe3t7UlJSOHjwIA8fPkQqldKqVSvUajUuLi6iqWzQ/2m1WtLS0khOThYSEKlUyqRJk7h37x6Ojo4UFxejVquJjY0V57SPjw9JSUkYGRkhkUhwcXHBysqK9u3bExsbS5s2bcjNzeXWrVucO3cOuVzOunXrmhxOVFdXEx0dLc7za9euceTIEbKzszl69CgWFhZs2LCBsLAw9u7d20DTv3DhQqZOncrOnTuZMGECoaGhjBo1StQL/w40F361UFFRQU5ODoMHD+batWsid27x4sWkpqaiUCgYMWIEP/74o3iO4WRzdHQULpiGDathkqDVanF3d+fWrVs4ODhgY2PD/PnzSUlJQaPRMGDAANatW8ebb74J1HQIDh8+/CtNT8GqVaswNjYWIdYG5zBfX1/S0tKYP38+pqamfP3110ilUsaPH49cLic4OJiPP/6Y1157jcOHDxMQECCoHHv37gVqun2+vr4kJiYCCGclA65cucKZM2dITk5mxowZlJWVIZFIBGWlMRiE24ZclpKSksfOu8rKymLPnj1Mnz79sZ73nwDDeWNoHvxRNFb45ebmotVquXfvnij8ysrK2L9/P1ZWVvj5+SGVSunXr58orjQaDTdu3KBVq1aYmJgQGxvLM888g0KhqDNBMTh8FhUVsXXrVsaPH0/fvn2JiIigrKyMzMxMjh49Snh4OMOGDSMsLKxJN0+o0RDY2Nhw//59lEqlCB1OSUnByckJjUbDxo0bWb9+PdXV1bz//vscPHiQAwcOMHnyZFGAde/eXRwzJyeHV155hZs3b7Jo0SLOnz9f5/e1ceHCBSHwvnnzJp07d0av1xMTE0N+fr5oXuj1eqZOnYqfnx/vvvtunWOUlpayceNGZs+e/ftf2H85HkX1bNmyZYOJH9Ss0QsWLCA5OZmKiopH6vyeZOK3detWJk6cyC+//MLAgQMBmDBhAmfOnCEhIeGxjvU4SE9PFw6MUEMzzc3NrWOa0Ria9X3/O2Ao/KAmM8ze3p6EhATatm3boPDr27cvWq2Wrl27CkO1P4Lg4GCuXr2KVqtFqVQyduxYgoODcXd3BxCF34MHD8jJyaFly5aUlpZy//79Bo3X2vcKg7FLZmYmSqUSiURCZWUljo6OLFiwACsrK3x9fYVuUKVSieZ2VlaW0BVWVVVx4MABkS/cFJqNXf5+1I5zaEzjV1RURElJCYMGDQJq9hxmZmYcPHgQtVqNm5sbarUaPz8/pk+fTuvWrVGr1SiVSm7fvo1WqxVNtX79+iGRSFi2bJkwD4QaKVB5eblwj8/Ly+PYsWN4e3uTn5+PUqnk/PnzKBQKnJycxGt/+PAhZmZmXLlyhaFDh3LgwIE6MU8BAQHs3r2byspKUcQ+9dRTgsJpbGyMXq/HyspK+AH4+PgAEB4eTkxMDEVFRXTu3Jl58+YhlUofuZ+9fv26aAhXVlZy6dIlTExMOHToEKampoSFhbF06VIOHz4s1m8DDGHtkydPZvPmzcycOfMPNfT+bjQXfrWwdu1aLC0t2bNnD6NGjUKhUBAeHs6yZcswMTHB0tKSmJgYsdkw6H3c3d1JSUkRC39SUhKA+Dk5OZmkpCQkEgnjx4/H2NiYp556iv/P3nuHN13u//+PJE3adE/ohJYyCoUyBUSWIBRkC4iA4mI5vvgRQZxHzxGUIcoQVEDZlLJBpFBmQQpldbArtJTuvdskTfL+/VHfty0tpXg8Hn7HPq/L61KbvJOmd+73/Xq9nuPatWssXLiQVatWVeuQnT17lri4OMaPH4+XlxcvvfSS4F9nZmbi5eXFzZs3cXFxITQ0FK1WW23B9e7dG6PRiI2NDbNnzyY8PJywsDBGjRolvpRbtmwB4IcffmDWrFkir0oOcy8qKhLPLS8vx8bGhkmTJpGZmYlCoRAaxNpQdSwu0+Ue1pFz6dKlTJw4UYz//06QqZ6yePlhcG/hFxsbKzZR+Wa7a9cuevToQX5+PgMHDsTS0lIUW4DIfdq4cSP5+fk8+eSTQowtb/YGg4Fx48ZRVlbG7t27eeONN9DpdLzxxhusXLmSlJQU5s2bR8+ePQkJCcHPz4/27ds/kObp6upaTd+Xk5NDaGgou3fvxmQyMXToUJycnNDr9SQkJLB582YiIiJEcHtwcDAKhYKKigqWLFlCYGAgV65cYeXKlbz00kt16rRqoydXNXaRO4Jr1qwhOjqaFStW1LjGmjVr6N+/f50ujA2oRF1UT/kme+/Eu7y8XGiWTp48WSsFUy78Htbc5auvvuLjjz/m+PHjgu4LYGNjw5QpU1i6dGm9r/WwqG3a98ILLzxwktdQ+P33IZtWyG6vSqUSb29vsrKyaNq0KXfu3KlW+Mk0SAcHB9LS0uqV1Xr79m3efvttYTC0YsUK3n33XWE+AZXnDXk/HjlyJPb29sTExKDT6WqwG+TC786dO+Tl5dGxY0fS09PFeispKaG4uJitW7eyYcMGDh8+jEajITk5GbVazZAhQ4RfwJAhQwDYv38/FhYWtGjRos77fdV9tgH/GTg7O1NcXCymt/B7nINOp+PixYsolUoxxZIzrGfPni32ZZ1Oh7e3N7NnzyY+Ph5AXKu8vByj0YidnR1paWk4OjoSGRkpGrteXl5ERUWRnp5OfHw8lpaWLFq0iCeffJLo6Gisra0pLCzkyy+/rEbLhEr6urOzM5cuXWLUqFHs2bOH3NxcrK2t+f777+nfvz8qlUpQUM1mM/Hx8UiShIuLC0VFRWg0GjIzM7GysiI9PZ1evXoxcuRIFi5ciNlsxsHBge3bt7N27VqaNWtWrfC8F7IetaysjODgYFQqFT/99BNWVlZcvnyZSZMmsXPnTtGAkSFJErNmzeLTTz9l48aNjBgxgszMTHQ63X99z24o/H5DTk4Oixcvxt7eHgsLC3r16kVxcTEjRozA09NTFFInT54UlA6Z89ynTx9SUlLQarVUVFQwefJkXF1dKSwsBCpdMmV+/bFjxxg5ciSnT58mPj6e5cuXCzt6qJxuXL16laFDh7J3715WrVqFQqHAaDTi5+cnRtvdunXjm2++oXnz5uKQJKO8vFyEp7/zzjsAODk5MWzYMDGGlm9Ssjbkm2++AaBnz56sXbuWgIAAsrOzUSqVNGnShBdffFG4dXl5edU5pq5K5fgj+r7CwkJWr14t3vvfDbLNcdU1Vh/UdoC4evUqWq2WFi1aCA7/+vXrCQwMxNHRUQSIjh07VjhpqlQqHB0dmTFjBsOGDaOsrIzr16+LCYper2fs2LGYTCZ27twpAtAnT57MW2+9RVlZGYMGDWLWrFn8+uuvpKamcuPGjQeaVMhdvePHj9OiRQumTJlCixYtSE1N5dVXX0WhULBhwwbS0tIYPXo0+/btExO61NRUCgoKGDRoEMeOHaNDhw6EhYXx5ZdfYm1tXWMyV9tnV9VwoKq+LygoiPT0dFq0aEFMTAwffPAB27dvr/EdqKio4Ouvv+bdd9+t3x/sb466qJ4KhaJWnZ+c49eiRQs++eQTzpw5Q0lJSbXHtGnThqtXr9ab6ilJEu+99x6rV6++rzHFm2++yaZNmwRj4s9GVWMXo9Eo6NJ1oaysjCtXrghmSgP+OygvL0er1YqmknyvlhumeXl5tGvXTrh7y9OHK1euYDQaSUpKqvP6FRUVTJw4kY8++gg7OzuRDfx///d/1R4nT/x27drFM888g62tLfv376dPnz7iLCJDLvwOHTpEcHAwSqWS9PR0cQ9JS0vj4MGDbN26FVdXV86dO4eFhYVoAHbo0IH9+/ej1WpFc/bHH3+krKysTqOhBk3qXwM5TF2WaUDlfqtUKtHr9Rw5cgSNRiO085IkYTKZuH37NhMnTiQ5ORmdToetrS3Ozs6ChSSvcRsbG+zt7fH09OT27dtYWVlhZWUlsqD79u3Ljh070Ov1qNVqevToIdbr8uXLKSgoQKlUikJR1v5BJdvLw8ODq1evMmDAAC5dukRSUhLBwcEcOHCApUuX8tZbb7F7926xXvv3748kSQQGBnLgwAF8fHyE7lahUPDZZ59x6tQp4TfQtm1bCgsLKS0tZdy4cXV+lqdPn6ZTp04MHjxYONhqNBqRVbl06VJxDqmKn3/+mYyMDCZMmMA333zD7NmzWbdu3X8tu68qGgq/3zBv3jyGDRtGSkoKr732GgqFgrCwMCF0lvnGjo6OTJs2DaVSSXFxMXZ2drRo0YK0tDSsra1ZtGgRrq6uohDTaDTY2toSFRWFVqslIiKCJk2aMHLkSNRqtaB3QuUGLx887969y4IFC/D29kan0wmXURcXF27evElkZCQzZ84kPz+fqVOnCoEtVE5OAgMDWbduHQsWLCAhIUEEUMo0N5mKIXcpZOrngQMHWLVqFXv37uWjjz5CrVaTm5vLq6++yt69ezGbzTz++OP3/RzlWAmZWvJHCr/vvvuOwYMHPzQ99H8Fss29UqmscaitC7VRPWVXLZnmmZSURGxsLOfOnWPQoEEkJSXx2GOP0bp1a0GtlJ2ySktLmTlzJufOncNsNlNUVITRaGT06NGoVCq2b99Oenq6MDEpKSkhIyMDT09Ptm3bhkKhICQkhGeeeYawsLA6aZ5QeSioqKhg9+7dLFu2jKZNm3L48GFKS0v54YcfkCSJb775BoPBIHS2MpKSkkhNTWXLli28+uqrzJs3j7CwMH788Uc+/vhjceO6H5KSkjCbzWLNVXX0dHd3JzAwUOj6li1bRkBAQI1rhISE0LJlSzp37lznazWgEg+ayNVG96xKqZNjbu41f3oYqqfRaGTy5MkcP36cU6dO3ddwwsvLiyFDhrBq1aoH/l5/BFUnfocOHcLPz0/E7NwPUVFRBAUFCYlBA/47qLomobIQlJts586dE1qpxo0bCwaBbP6iVqs5fPhwndf/9NNPcXZ2ZsaMGSxduhRJkpg5c2aNvV6r1ZKUlMTNmzfp27cvVlZWnD59msGDB9doWMj3CpnmCZXFntFoxGw2c+TIEUaOHCkOtLdu3cJgMCBJkpBxHD58WOyXWVlZRERE4OrqWmcjIjIyskGT+hfBw8ODwsLCGlRPnU5HREREtf2loqJCsNIWL14sYiCUSiXvvfcegwYNqnbtwsJCTCYTpaWluLi4kJubS+vWrYWuPiwsDIPBIAYm69atQ6FQMHfuXI4ePYqtrS1NmjQRhZlWq8VgMKBQKEQeb1paGhMmTBDMj+PHjzNixAjefPNNDh48KExYFAqFcLHt1KkTOTk5+Pj4oFAoyM/Px2g08sILL5CTk0NGRgaOjo5MnjyZDRs2oFQqBVW5NsgutStWrKB169b07duXjh07UlZWxvDhw3n11VdrjRqTw9oXLVrEpk2b6Nq1K/7+/oSGhjJp0qR/+2/776Kh8KOSmrlhwwYKCgrw9fXF3d2dH374gZKSEiwsLOjatStmsxkbGxsiIiIoKysTRZZGo6Fp06ZkZGRQUVHB/PnzuXDhgrh2s2bNKC0tJTo6GkmSyM/P57PPPmPRokX4+flV27yff/55srOz0Wg0eHh4iClhWFgYNjY23L17FwsLC3JyctixYwedOnUiIyODl19+uVq3JSEhgczMTEpLS9m5cyc///wz3377LaWlpZhMJpRKpdD0VVRUkJKSIvQrzz//PKdPn+axxx7j0qVLwq5Xvp63t3edB9uqeSfw8IWfTqdj6dKlf+upiVqt/tMKv1u3blFRUSFyljZs2MBTTz1FfHw8I0aMEPqTixcvigOIyWSisLCQgIAAQkND8ff3x8vLi4SEBK5du4a1tTWhoaGoVCpeeOEFvL29GT16NFu2bEGlUnHixAmRcRMSEoKvry9BQUH3pXkWFxezfPlyXn/9dW7evImjoyNhYWHcuHGD4OBgSktL2bZtGyqVioSEBDQaTTVDFZ1Ox/79+6moqKBLly5cu3aNkSNHcvz4cTIzM3nuuece+NnJ9CN5un7t2jXatWvHhQsXsLCwICgoiFdffZUBAwbUutFLksTChQv/1uv2YVEX1RNqOnvKh1KZtaBUKmnfvj1nz55l/fr14nFNmzYlLy9PROrcD+Xl5YwZM4aUlBSOHj1agw53L2bOnMny5csF3enPxLVr10Tht27dugdm90EDzfNRQdXCz2QyCdmEpaUlR48eraHzUygUNG7cmMLCQry9vTly5Mh9r33ixAnWrl3L2rVrOXjwIPv27cPFxaVWYzVra2vCw8MZOnQoGo2G1NRUmjVrRvPmzWst/EwmE8ePH2fgwIFA5aTFYDAItoncUJEkiZycHKGhknVhMTExIqA6JCQEDw8PlEqlmGjWhgZjl78O7u7u5OXlVaN6KpVKdDod169fF5NZvV5PRUUFubm5dOrUCRcXF5o2bYper+fo0aPY2Niwb9++atdu2rQpFhYWpKenk5OTg5WVFe+//z6lpaVCoiFJElqtlqVLl+Lt7c2sWbPYtm0bjRo1orS0tFq4uVarFQXqsWPHOH78OFDp5Dx37lwUCgVPP/00oaGhfPvtt0RFRYmMXEmShBGYPCA5d+6cWK9qtZqFCxdSUFBAWVkZBQUFjBgxgpCQkAeu14sXL5Kbm0ufPn349ttviYuLIygoiEmTJtGqVasaDWgZa9aswdPTk4EDB/Lll18yZ84cfv75ZwIDAx+JgUZD4Uel686QIUOIiYkhKCiIgwcPcubMGSwsLAgODmbPnj1ApQYkMDCQxMTEagcKrVZLeno6YWFhouBZs2YNWq0WS0tLTCaTMOowmUxs3boVd3d34XoJlTf7Xbt2MXXqVEwmE6tXrxaH+C1btohA4/T0dLy9vRkwYAAnT57E3t4eV1dXnJyciIuL44033uCTTz4BKqkXpaWldOjQgcmTJ+Po6MjNmzdRq9XifU6aNKka7WL69OmCn79v3z4sLS2ZNm0an332GQ4ODlhaWtZZyFXl7+t0Om7dulUtm+pB2LhxIx06dKjhlPh3gjzxU6lUD031rFr4FRcXk5ubS0FBAT179kSSJNatW4fBYOC1116jefPmYuJ3/vx5/Pz8BAUYKjuE69evp3fv3lhYWLBkyRJUKhVbtmxBrVYzf/58ysvLhQ5PkiRCQ0PF5DA2Nha9Xk9sbGytNM/ExERmzpyJr68vp06dYvTo0TRv3hwrKyuGDBlC27ZtuX79ughllSSJ8PBwsXFKksTevXtp06YNmZmZjBkzhn/84x+i6Pz000/5xz/+8cBpH1TP74uPjxfGNnFxcRQUFFBQUMCdO3f4+uuva32+/N2XA5Ib8GDURfWEmoVfVeqODPkmPGvWLG7cuAFUFoQBAQGi0VUbCgsLGTRoEFqtlp9++qlezsEdO3akZcuWbN++vb6/Yr1x/fp12rRpQ15eHuHh4Q+kH0FD4feoQF6XUDk1k4OiGzduzC+//FKrzk+eivn4+BAdHV3rdfPy8pg0aRI//vgjhYWFvPjiizz99NOo1WoxWakKrVbL8ePHRU7q9evX6dixI05OTrUWfnLUjuw+nJ6eLopWJycnoXuSXcVNJhNGo1HQ/FNSUkQRuGHDBrKzs8nLy6vzft+g7/vrIBd+98Y56HQ6ioqKePrpp4FKtot8j/z222+ByoJLp9MRHx+PjY2NOGNKkoSFhQUFBQXiPGs0GnFzcxNrW5IksQYDAwOZMGECkydPJjIykv3795OamoqzszOdO3cWAxSz2SzyemNjY+nbt6+4/8+fPx+z2UxISAiHDh0S+n857gl+z+rbs2cPRqNR0K/9/f1FbvWJEycAGD9+PBERETg5OTFixIj76lHT09MZOXIkzZs3Z8mSJSgUCmJiYjh+/DhZWVk1sntlyGHtX375Jbt27cLDw4MnnnjikTB1kfG3L/wuXrzI0aNHxThXr9fzww8/YGNjI8xTNBoNjRs3JjAwEEA4cTk7O9OjRw8OHjxIamoqSqWSpk2bMn/+fIYMGYLBYBCZKLII1dXVVVAy5MLvypUrvPbaawQHBxMWFkbr1q0F5aioqIjw8HCRBWRtbU2bNm2QJEm4CsXGxlJcXCwyn1544QWef/55JkyYgKWlJYcPH0ahUNCvXz8h+JUP+IcPHxYdP6DaVObkyZMYjUbGjBnD6dOnMRgMZGZm1hnNUNWx6+rVq7Ro0aLWm1RtMJlMLFy4kPfee69ej/9fRdXC79+Z+EVHR4vusJubm3DQOn78OFOnTqVJkyYkJyfj4+ODwWCodgMwm83cuHGDJ554Ap1OJ+ySfX19RUdt6dKlqNVqHBwcKCsrY+bMmdVoEyEhIcJRVqZ5SpLEyZMneeaZZ4RT6KVLl4TNsRwcn5CQwHvvvUdRURFeXl7i+xMdHc0TTzzBzZs3GTx4MO+//z6rVq3CZDJVm8QdPXqUrKysek37oLqjp6zvk2lZ58+f5+jRo2zbtq1aYVwV8rTvv83d//8THkT1vDfSQdb3VUW7du3Iy8tj3rx5jBs3TlDs27RpQ0lJSa0Tv4yMDPr06UNQUBCbN28Wpkb1wcyZM/nqq6/qZchRX2RnZ2MymWjcuDFbt25l8ODBteZlVoXRaOTs2bO1aksa8Nei6sQvISEBT09PsrKyaNasGXFxcTRp0qSGs6fs/G0ymbh7926Na0qSxOTJkxkzZgw9evRg5MiRzJ07F7PZjFKprHUfUqlUxMfHExwcTHR0NGVlZbi7u9+38Dt37pygeUKlm7j8u2RlZQnzup9++gmNRoO1tTUWFhZ4eHgQGxsLVGYWX7lyheTkZFxdXWnZsuV97/fl5eXExsZWM05qwH8OHh4e5OTkVItzqNpMlv8OiYmJggn22GOPcffuXaKjozGbzfTs2ZPs7Gx8fX2rZebl5eVVuss6atB005DTOoc3N78JPtCnbx/27duHQqEgISGBAQMGcPfuXQ4fPkxKSgqNGzcWk7bY2FgMBgOhoaHifTZv3pz09HSuXLlCQkICq1atwt7evka8j5xZCb+bzmRmZoqYKpPJRIcOHUSsQ2hoKEqlkilTprBx40Y0Gg1Dhw6t9bNLTk6mT58+eHp6Mm3aNBQKBUVFRaSkpHD8+HF2795937PAggULCA4OpkOHDixYsIA5c+YIKvSYMWP+6J/zT8XfuvCTJIk5c+bQuXNnOnXqRO/evQkPD0ej0eDj40NGRgY2NjZ06NABa2trMUlIS0sDKnO97ty5Q0hICFAZfN6kSROmT5+OnZ0djRs3Ji8vDwsLC7FIfXx8OHPmjCj8CgsLCQ4OxsbGhk6dOqHRaKpp6Pbs2YOXlxdZWVn06NGDsrIy/Pz8OHPmDEVFRWRnZzN48GCcnZ3ZtGkTX3zxBTqdToS9z5gxg2XLlgG/O+LpdDrxJVIqlSL82srKSnQ/ysvLSUlJoU+fPmzZsgWFQoGvry/W1tbihnAv7s07eVia5+7du3F1da1THP53gFz4WVhYUFZWVu/n3Vv4Xbp0CbVaTZMmTYDKqXLz5s0ZNmwYjRs3xsbGBltbW7Kzs+natSuzZ8+uduA0Go0MGDCAjRs3YjAYcHNzQ5IkSkpKmDhxIlOmTOHOnTvcuHGDrl278sUXX4jnms1mtm7dire3N0FBQTg7O7N+/Xo6derE1KlTGTBgALdv38gxKvIAACAASURBVKZjx46MGDGCOXPm4Ofnh1qtZu7cueKAn5SURJMmTQRtz8XFhaSkJHr27ElwcDCxsbG0aNGCiooKcYipOu2rj5akqKiIW7duCcpHVX1fYGAg169fZ8WKFTVcu2RERUVx586dOkOLG1ATD6J63qvxu1dLBYgsvylTphAQECAModq0aUNRUVGN69++fZsnnniC0aNHs2zZsod2G3766acpLS0lIiLioZ5XF2RjF4VCUe+u8OXLl/Hy8nogPbUB/3lUXZeJiYn4+vqSlZWFr68vtra2qNVq7ty5Q4cOHbh+/Trl5eV06tQJpVJJUlISFRUVpKenV7vm6tWrSUhIYN68eTz//PP06dOHqVOnCq1+bYfOvLw8oflcvXo1PXv2pLS0tM7CT9ZulZaWijOBjY0NRqNR0ElPnTqFUqkUkx9ABM97e3uzceNGmjdvTqtWreqkzV24cIE2bdpgY2Pz0J9xAx4e7u7uZGdnC22mbO5iNBpxcHAQOtSIiAgkScLOzo5Vq1bRuXNnsS9evHhRBKyPGjUKhUJR2dh3AMWzCgxvGtA9qaOwYyG6J3TwApx97CzGACOdO3fG19eXyMhI5s2bh62tLZcuXUKr1ZKbm8s//vEPxo4dWy2CDCpd7W1tbXnqqaeE46e3t7fIkJZR9TsTHR2NQqHAwsICg8EgnMnbtWsnzgCyttDf358jR46QnJxM//79a3xuCQkJ9O7dm2nTplFeXi4m1GvXrsVsNrN//34RLXEv5LB2Wcuo1+sZMmQIW7ZsYfjw4bWGw/838Lcu/MLDw7l9+zZnz57l66+/ZsCAAeJLIQcAR0REcOPGDRQKhZiuyQfsqKgo2rRpg1KpRK1Wk5iYyA8//CAO37KRikz1bNy4MRkZGaLw8/Hx4bnnnqOwsJAFCxbw7bff0rdvXzEJlA+wcvGo0WjQarWkpKQwcuRIKioqRFclKChIFJdVM08mTJjA+fPnuXjxIlFRUUIHKEkSSqWS8vJy0e2RNwKozPaRReTLly/H29ubtm3b1rmxR0dH07x5c3HDeJjCT5Ik0R35u09N/qzC7+LFi+j1evz9/YXeMy4urlo2ohww7OzsTFhYGP/617/Ez8xmM59++ulvmXrNiI83U1LSgilTPqF3797s3LmTzMxMHB0dOXDgQLVDtLx5nzx5EhsbG3x9fQkJCeGLL77g0qVLKJVKOnfuzPLly5k7dy6xsbEolUrs7e1FniBUmhw1bdpUdBszMzNRqVRcvnyZt99+G7VazY4dO7CyshLF4tGjR8nJyan3tC8qKko0XeD3id+FCxeIi4vD3t6+mgnTvVi4cCHvvPNOvSilDfgdD0v1rKvwA1i1ahWHDh1ix44dtGnTCju7XBSKVDGdi4mJoVevXsyePZuPP/74D+0zSqWSt99++08NdJeNXa5fv05ycnK96MK//PLL375B9qig6iQ6ISGBVq1akZWVhaenJx4eHuTn55OUlIRWq6V169bExMQI9lBaWhoKhULQ0KByPXz44Ydiv8zPzxdRInfv3sVsNtda+KWnp9O+fXtKS0vZunUr/fv3p6SkBHt7e0pKSqo1QQwGA6mpqaJJ+8Ybb6DRaFCr1VhaWuLu7i6+H5cvX8ZgMFBeXi5M4Q4ePIi3tzeSJLFp0yZycnLQarX1loE04D8Pd3d3MjMzUavVVFRUYGFhIfbCquZka9euBSqL/zVr1rBkyRLhAitJEq1bt6Z79+7Mnj27UsN/9QRMA4O/ASwADaBC/LveRo9ihIIb3jcICgpiw4YNjBw5kvPnz7NhwwZ+/fVXJEnirbfe4sqVK6hUKsLDw8W9wNPTkylTpmBpaUlKSgopKSkEBAQIwxiolBEtWbJE/A6enp6o1Wrc3Nyq0fZlPXhGRga5ubmMGDGC7du3ExgYSK9evWpQ/G/evEmfPn2YPXs2r776KomJiSLW6eOPP2bw4MF1mm7JYe3e3t4sWLBA5AQ+SjRP+BsXfmazmTlz5mBra8vHH3/MsmXLiIqKwtLSkszMTDQaDd27dxdhrHq9Hmtr62qC5/fee4/hw4cLh6M+ffpU68DeSwfqFxTE2xkZrNy1izWhofSYPRvH06eZNGkS3333HZ9//jlFRUX4+PhgNpt55ZVXuHv3LtOnT8ff35+4uDh0Oh1RUVGUlpYSExNDRUUFlpaWODo6iq6enIcGlWP5Ll260KtXL0pKShgwYABqtVpQRpo3by444J6enuK9Ll26FIVCQbdu3QTH38HBoc6N/V7h9sMUfnLod11Bmn8X/JmFX35+PgEBAezevVuYtFQVVfv6+hIdHc3PP/9My5YtxdRKLuJyc4vp2HEdSUmnKCo6ya1bqwkN/ZyjR+fz66+VTY8TJ07UCC5dtmwZarWaXbt24erqyrFjx9i2bRuXL1+mefPm7Nu3j7Vr13L69GmGDh2KQqHg7t27dOnSpdp1kpKS0Gg0QiPo7OzM999/X42SfODAATGFliSJTz75pN7TPqh5IJHX7b59+9Dr9YKWVRvi4+M5derUA+MiGlATD0v1rKqlktG4cWMsLCxIS0vDwcGBrVu3smPHy9jbv8Snn2bj7v4xZ8/6ceLEYgYOHMiyZcuYPn36v/W+X3jhBc6ePSuyrf5dyMYucnZffRoIp06datD3PSK4l+rZpk0bsrOz8fDwwN7enjt37nDnzh0AQfd0cXFBq9ViMplwc3Pj0KFDQOWBdvz48Xz++edcv36d9evXs2PHDjQaDRUVFWRlZWE0GmsUfkVFRWRmZtKyZUtCQ0Pp1asXTZo0oaSkRDTUqkY6FBQU0LlzZ9RqNSEhIRw9epQmTZqIBnPV/TU1NRUbGxsqKipo06YNJpOJS5cu0alTJ2GKlJ+fT0ZGxgMLv4Y1+9fB3d2djIwMEeJetdEm3++Ki4vJyMgQ54YTJ07w+eefi5zmNm3aYDabWblyJba2thiVRgzjDWBFndWDpJYoa1dG7xm9ad++Pa1ataJ79+7Ex8ejUCjo378/9vb2DBs2DL1ej7e3N02bNkWtVlNcXIyjoyMFBQW0b9+euLg4fHx8CAgI4NixYyxbtgwnJydu3rwpXi8vL4+Kigp69+5NQUEBUDkVLy4uxmQysWXLFiRJYvr06WzYsAGtVluD5nn58mWefPJJ/vWvf/H6669z5swZunTpQkFBAUOHDqVDhw5CF1kb5LD2OXPmcPHiRW7cuMGECROIi4sjNze3mibxv42/beG3efNmSktLRRDk4sWLRQ6OSqVi8eLFWFtbExUVRdeuXSkrK2Pv3r1cvHgRrVaLUqlk4MCBzJo1CxsbG2xsbKrR5FavXk1kZKQQTrsDy0+eZIYk4WY2Y2020zwrix9KShh7/bqwmE1OTsbT05OXXnqJU6dOMXz4cDZs2MCdO3fIycnBycmJwMBAhg4dire3N1ZWVpSVlVWjc+Tm5uLi4sIvv/zCY489Rk5ODmq1WtjzOjs7A5VUPpk6YjabRSfDYDBw+vRpvL29+eyzz7C3t6e8vJysrKx6d/TMZrOYnNQHCxYs4N13331o6tX/IuTCT61WP1ThB7/n7JSWlpKYmIiVlRXu7u7C1KXqtA8qqceLFi1i6tSpJCQkYG1tjVKpxGw2o9E4AhGcODEQo9EdsEGS7JEkS5KS3DCbN9C37yWCgir/xiaTid27d9O7d2+2b9+On58f3bt3Z/HixWzevJlmzZpx6dIlwsLC+Pnnn2tMLLKzs4X7KFSu45CQEEJDQ/Hw8EChUFBcXCyoq/C71qlly5YAHDlyhLy8vHqZY8ioauySkZGBwWAgPj6e5ORkBg0aJCb3tWHx4sW89tprDfSlPwB5nd8PtVE9a4suaNu2LVeuXAHAx+c6U6boUSiKsbYGpdKAXp+EXj+LkJBP/hSNhbW1NdOnT7+v0c/D4vr167Rq1YqNGzfWqyssW4w3HKIfDdxL9WzVqhXW1tY4ODigVCqJi4sjKyuLioqKajo/f39/QWWTncDff/99/P396datG9OmTWPXrl2iqZWWlkajRo3Q6/U1dHQHDhwQE7hVq1YxdepU7OzsBMPnXrpnQUEBjz/+ODdv3mTGjBm8++67uLi4oFQqsbCwEIVfcXExFRUVqFQqvL298fHxIS4uDisrKzp16sSGDRto2bIlgwcP5vLly/e935vN5oaJ318MDw8PMjIysLS0xGAwoFKpxHro37+/aFLI/y1JEvPnz8fR0VGsx/T0dHbt2kVGRgbBwcFoOmsqJ3z1OKaZVWZe2/Eavfv0pmfPnrz//vsUFhai0WiIiYlhzpw5vPzyy2i1WgICAnB0dEStVlNSUoKTkxMFBQV06dKFGzdu4OLiQqdOnRgzZgwzZ85kypQpDBw4UDTJdDqduAfL9wij0Uh2djZ6vZ7vv/8ehUKBg4MDt2/fJi4ujiFDhoj3eunSJQYMGMDixYuFm35kZCTdunVj1KhRjBs3jrKysvuef+Ww9k8++QQ7OzsWLlzI22+/jUajEQ29R+ls++i8k78QOp2ODz/8kLy8PD777DPGjBmDWq1Gp9OhVCp55ZVXCAgIwGQyce7cOVq1akVhYSFz584FYPjw4UiSxPfff0/Lli3RarVYW1uLL9WKFSuYO3euOGxLksTXgL1ez70EDWtJovuJE6z78EMx9ViwYAGpqanodDohiO3Xrx9ubm6o1WquXr3KlClTALC1ta32RYHKTJ0PPviA8ePH8+677xIVFUXfvn3RaDSUlZUJnrFKpRLCV/idmrp3715MJhN9+/Zly5YttGnTRrie1rXwq27siYmJODo63pcLXRUXL17k+vXrTJw4sf5/xP9hyAdijUYjzCrqg6oT5piYGBo1akTjxo0pKyvj/Pnz5OTk1Dj4Xrt2DYPBwLx583BwcODChQtig1Iq1wJBQPUpy++w5cyZIL77royvvvqK5s2bs2jRInr37i00LBYWFrRq1YqcnByioqIICQmp9XBgNpspLS0lODgYk8nEypUrad26NWVlZaxbt47U1FRUKpU4LMmIiorCycmJ5s2bP7S2DyqL1aioKKGrjY2NpU2bNkyYMAFPT0/S0tLue5jJyMhg+/btIsewAQ+H+kz8HkT1hN/pnpJkJiHhPVSqihqPsbQEV9e9f84bB15//XW2bt1KTk7Ov32t69evk5ubi5eXV70ckOW8rUfBFrwB1SfRCQkJNGvWjEaNGomJQ1ZWFm5ubqSkpFQr/Dp27IhCoUCv15OYmEhYWBg7d+5k4cKFjBo1iiVLllSLTkpOTqZJkybo9foaE7+dO3cSGBhIQkICqampDBo0SJwNoHrhZzabKSwspGPHjowdO1Zoqm1tbVEoFKhUKlH4bdy4EajMaHVzc8Pb25uIiAjs7Ozw9fVl//795OXl8dhjj+Hs7Cyayvfixo0bODo6CqfQBvznIUuLqk78rl69ClRKMbp27SqmfbIJ3/Lly4mPjxcUya+//prS0lL69u1beZ/rSWXhV19YwrqIdXz44YciJqS8vJznn3+e2NhYnn322Wq6Q6VSiSRJWFlZkZ+fT5cuXUhISGDz5s2sXLkSg8HA3bt3WbZsGRkZGahUKnF+tbW1JTU1FaPRKLIBZcnWrVu38PT0ZOvWrfTt2xd3d3exf545c4ZBgwbx3XffVTOIO336NFFRUXh6evLJJ59w/fp1MQm9FwcOHCAjI4PJkydz+/Ztjh07xpQpU6ioqGDz5s2PRHZfVfwtC78VK1agUqkYO3Ys06dPx2w2C53b1KlTcXV1FYfvAwcOsGTJEsxms9jg5QV64MABrly5wpw5c9Dr9eTl5fH111/z5ZdfcuLECQYOHEhhYSFaYCSgvs/70ahUeIWFUVxczJ07d0hISOD8+fPk5uby5ptvMnHiRPLy8vD29qasrIyKigr69esHILp6Tk5OZGdn869//YuioiICAgK4ceMGzz33HAqFglGjRmE0GikuLv5tmqNBkiTMZrMoGGRb6SVLluDi4oK7uztZWVlYWFjw5JNPkpubi7+/f62/w+3bt6sZiTwMzbNqd6QB1Sd+sratPqhK9bx06RIWFhY4OTlx4cIFvL29mT59erXPODw8nAsXLtC6dWtUKhVBQUE8++yzv1F+PdDpBnH/oq8SZWXw5pu5XLhwkdDQUCIjI7l27Rpms5ndu3fTtm1brl69ynfffXfftQOInMucnBw6d+7Mtm3bOHr0KJaWljg4OJCeno5SqazBrz948CA+Pj54eXlx+PBh8vPzH8pk5cqVK3h6eooGRXR0NHfv3qVbt2707t27znW8bNkyJkyYgJubW71frwG/40HmLm5ubuTk5AhnzgcVfgZDBkZjfo2fyygsjPz33/RvcHd3Z9SoUXz//ff/1nUKCwspKCggLCys3hoQedr3d9dCPyqQ12VZWRn5+fl4eHjQqFEjFAoF6enpdOvWDQcHB+7cuUNAQACZmZnk5eXRs2dPzGYz2dnZlJeX8/LLL7N27VqmT5/OqFGjajRCZQfmewu/8vJywsPDCQoK4uzZs0yePBmVSnXfiZ98b9iyZQvt2rVj6tSppKenC/M6hUIhCr/169djbW0tpAdeXl6cOHECnU5HUlISTzzxBOfPn8fe3r6B5vmIwdraWug2DQYDFhYWnDx5Eqh0av3ss88EbVjWAbq6ulJSUiIKP4PBQN++fZk1axYBQQEYrB4uw9QgGfhqx1f4+fnx888/4+vri1qtJiIigvLycnH2NJlMODo6imGEyWQiLy+PkydPcufOHTIyMjhy5AgtW7YkKSkJQBSt8j6o0+nEwESmjd6+fRsLCwtUKhWdO3dm48aN2NraCprniRMnGDFihNAhyqioqOD06dOUlJSwfv16fv31V7y9vWtl9lQNa7ewsGDx4sVMmzYNOzs7Dh06RLNmzerUBf438Lcr/PLz85k3bx4lJSUkJiaSnp4uFs6pU6fw9/dHr9eTk5NDbGwsycnJ7NmzB41GQ1FREf7+/kIordVq+fzzzxk7diwlJSXcvHmTFStWEBERgZ+fnxDTOgH3jxEGlclE9vnzogMxevRo3nzzTV566SVOnjzJ6NGjuXz5Mo0aNaKsrIy2bduKqYytrS3FxcXcunWLTZs2ce7cORwdHZk7d261RSp3IDMzM9Hr9bi5uWE2m6uNu3fv3k1JSQnnzp2jcePGnD59WmjAXFxcCAoKuu+4Wt7Y5c+yvoXfrVu3RHekAZWQCz9LS8uHnvjJn//FixfJzs4WBivJyclMmzZNPDYtLY0XX3yR+fPnk56eTnZ2NhcuXMDV1fW3YNTn6/26Wq0Xb721GUmSGDZsGHv27MHX15fu3buzcuXKenV5t23bhlKp5MUXX+T999/n+PHjBAYGkpKSQkREhFhLMqVTxsGDB7Gzs8PLy+uhp31QPcYBKingtra2NGnShFatWlFeXl6NWiqjuLiYVatWMXPmzHq/VgOq40HmLhqNBltbW3FgvV/h17ZtW86dO8fy5d9jMOjvez2lsnb77T+KmTNn8s033wiN9B/BjRs38Pf35+DBg/U2I2owdnm0IK9L2dFTqVTSqFEjzGYzWVlZdO/eHYVCQVJSkjiAnj9/nvbt2wsaniRJ9O7dmwMHDqBQKJg/f36N17l7964wvqqqAw0PD6dz587Y29tz7do1oTe+38Tv0KFDaDQaYmNjBQUuPT0dCwsL4Z4sF35xcXG4ublhbW1NZmYmnp6enDx5kvz8fA4fPkxgYCDdunUjPj7+ofT/Dfhr4OHhIUz8bt26RWRkJGq1mrVr17JgwQJsbGxo0aLFb4wJibt37+Lq6iqYQW+99RYffvgharWaSa9OQvmQJYOERFpOGuHh4fTs2ROVSoVarSYwMJBnnnkGg8GAQqHAaDTi6OgoWELh4eGi6IJKA5p+/foxatQodu/ejSRJZGVloVKpRPFoMBiEdKlDhw5UVFSQnZ1NRUUFPj4+2NvbY2VlxYULFxg6dCiHDh3i2WefZevWrcLdVsb8+fORJImff/4ZrVZb53l2zZo1eHh48PTTT5OVlcXWrVuFpOZRM3WR8bcr/D7//HMUCgUDBw4kPDxc5H2cPHmS7t27o9FouHTpknAV6tixoxA0W1lZUVJSwtmzZ1EqlXTo0IEpU6YIM5bc3FwiIiJo0qQJkiSxdetWLCwsyFMoqCv1Sa9UsuLECby9venQoQMLFy5k//799O/fnxs3bqBWq2ncuDGSJAmBtQylUsnkyZPZu3cvgYGBLFq0qNa4hYyMDIKCgkR30d7eHoVCwc2bN8VhymQyMXr0aJRKJQUFBVy6dImePXuK3LSHceyqb+H35ZdfiviLBlSiKtXzYQ6VVQu/M2fOYG1tTUFBATqdjuHDh4ubudFoZMKECbz++uuMGTOGxMRE+vXrR79+/VCr1b8JmFtSqeB+MMxmM6+++k+effZZ3N3d6dWrFzY2NtVoE/eDXq9nwYIFfPXVV4KaMW7cOBQKBZmZmTg4OLBt2zYCAwORJKla5ywrK4tff/0Vg8FARkYGBQUFtQbF14Wq6zY8PJwbN26wbNkyLl26hI2NDe3bt691srJ69Wqeeuqp+0Y8NODBeBDVE6rTPeVQXqj828sUmuHDh3Pz5k0SErKB2jurCoWGxo3r38yoD9q2bUtQUJCI8/kjuHbtGlZWVjz11FP1osVDg7HLowZZe5qYmCj2g0aNGpGXl4ezszOtW7cWbB743eClTZs2YhKjVCrJyclh79694txwL5KTk3F3d69B89y1axfPPPMMV69epXHjxiID+H4Tv127dlFSUsKCBQuEq6EcUWU2mzEajbi7uxMXFyemiz4+PqSkpFBYWCicly9fvkxWVhbDhg0jOjq6TsfvBn3ffwfu7u6YTCYmTpxISkoKFhYWuLq6kpGRQVJSEsOHD8fDw4PTp0+LZnP37t3F32rAgAFcuXKFr776ivWr1mNW1DXCqAm1Us1LY1+iXbt2REdHixzoNWvWoNVqmTJlCpIkYTKZcHZ2xmQyUVJSwqxZs1Cr1SJAXjb5kgu/3NxctFotCoVChMr7+fkJ5l5OTg5Tpk7B7GfG2MuIroeOmPIYhgwbQmpqKllZWbzwwgvs3r1bsOdk/PLLLyxYsICRI0eKs/T9/CqqhrUrFAqWLVvGuHHjRJTb4cOHH8pv4K/C36rwS05OZuXKlfj4+IhsOrPZzPHjx+nRoweJiYmsXLmSq1ev8u2332JpaUm3bt3IycnBZDIxZcoUkpOTxQa+evVqAP7xj38AlQfviIgIXnnlFby8vJgxYwYWFhbYODuzEbgfaU8ym9G++SYfffQRfn5+XL58WVhAjxw5kp9++olevXpx584dFAoFtra25OXl8f/+3//j6tWrdOvWjfXr16NUKoWxy71IT0/n8ccfx2AwUFpaSklJCZaWlly5cgVHR0cUCgXdO3bEOTycjc7OTE9Pp/lv1rnDhg0jJiamzo39jzh6ZmRksG3bthqGI393VJ34/RGqZ1lZmSjmkpOTMZvNzJgxQzzun//8J2q1mg8++ACdTkd5eTmDBw9m5cqVXL58mbZt2wL1N5XR68t56qne3Lp1i6KiIp599ll++uknEdp+P4SFhdGuXTtOnTqFRqOhZcuW1abUSUlJuLq6YjQacXJywmw2V5v4HT58mH79+pGWlsbWrVsfetoHvxu7pKSkMGnSJBQKBT169CAuLo7y8vJaN3uDwcDXX3/Nu++++1Cv1YDqeBDVE34v/AwGA7GxsURHR9O5c2datmzJ9u3befzxxzl79iy+vr689dZbdO++HZXKjkpv8UooFJZoNI1p2vTjP/13+HcD3a9fv05GRgYvvfRSvR6fnZ1NWlrafbUmDfjrIU/8EhIS8PPzA35ft56ennh6epKZmUliYiLwe+En56jKTeWTJ0+yZ8+e++rk7t69S+PGjasZu1RUVLB//35GjhxJZGRktUZU1Ymf7JKYmppKTEwMXl5eIpoBKs8HRqMRs9mMXq/H3d2dTZs2IUkS2dnZtG3bFgsLC86fP0/z5s2xtLRk7NixHDx4kKFDh9Z5v8/IyCAvL69e+tUG/HkwmUwUFhaSlpZGv379eOqppzAYDDRq1IhPPvkEpVJJ+/bt+fXXX6sxyGbNmsX//d//AZVu63v37sVgMPDKpFcgEeqcYtwDlVLF6NajMZlMxMbGUlFRQbdu3bCwsGDr1q0UFBSg1+vR6XScOHGCoqIiAObNm4ePj4/Q68ln7o4dO2IwGDh58qTIFYbKJoerqyuSJOHq6kp8STwbXDbAs0BvSPNP40rLK3xr/S2ej3vy2muvceDAgRrNiFu3bjF27Fg6depUzfXzfut74cKFDBw4kI4dO1JcXMx3333HrFmzAAgNDSU4OLia6eOjgr9V4ffOO+9gNpu5du0aUHlQPnToEL169eKbb76ha9eutG/fnuDgYFq0aEFxcTHdunVjzpw5AEydOhWo7Iq5ubnh6OjIpEmTWL16tRClrl69mo4dOxIREUGzZs3Q6/WUl5fzLnALKKsyPTApFJQpFBwfN445y5aRkpKCj48PISEhjB8/nh07djBmzBh2797NwIEDSU5ORpIkYmJiaN26NSaTieDgYJ588knc3NwoKCggJyen1lDf9PR0fHx8hLtnVlYWjo6OlJWVYTKZ6Gptzc7z5/keeDYjgzlmM+eBodu3M2TQoDo39ry8PFJSUggKCgIq3RiLiooeaD6wbNkyxo8fL5xPG1CJqoXfH5n4xcXFYWtryxNPPCFMI7p27QpUTrV+/PFHNm3aRGZmJk8++SSurq6MGzeOK1euoNVqfzMUOAIU1et11WpbPvjgSfR6PYcOHcLJyYm2bdtWiwepitu3bzN8+HBmzJjBkiVL+PTTT4WmtCru3r2LwWBgwoQJlJWVVXOehcrCMTg4mLt376LT6R562peWlkZxcTF+fn4899xzjB49mtatW5OQkICnp+d9p9whTi/EUwAAIABJREFUISEEBATU6fbZgAfjQVTPW7duUVxczDvvvIObmxt79uzB0tKSJUuWkJ2dzZ49e3jttddo1qyZ0PnZ2ralS5dYPDxeQaPxxNKyKT4+s+jSJQaN5s8POx84cCBms5kjR4481PMkyURmZghq9U58fPIIDg6u1/MiIyN5/PHHH7rB0YD/HKoWflUnfnLhV1RUhKenp3CelQu/kpIS9Ho9NjY2lJWVYWlp+VvTrXYkJycLyYaMEydO0KJFC/Ly8sjPz69WNFpaWmI0GqmoqMDJyYm8vDwmTpyIu7s7Li4u1ZgM6enp6PV6jEYjpaWlNGrUiHXr1qFQKNDpdDRr1kwYuzg4OJCZmUmXLl1wcXHBxsYGnU5XKyUeKqd9jz/++CPlavi/jps3b9KrVy8RKzJq1CiysrJQKpU4Ojpy7tw5BgwYwLFjx8jIyBDmL0FBQQwYMEB4ARQXFwt32ZUrV2J10QoeQubX2aMz/s7+xMfH4+DggJ2dnbhvWlpasmnTJoxGIz/99BNXrlxBo9Hg4OCAjY2NWLM6nY4bN24Ala7lI0eOZN++fbi5uYn7h6urq2CG2PjakPV0FjmGHLAEFL/9YwmllHK5/WUWb11cIzoqPz+foUOH8sknn3D79m1RFMpn7nvPAikpKXz77bfC9HH16tX0799feBk8qjRP+BsVfpcvX2bfvn0iDwdg//79+Pr60rdvX0JCQvjll18YMWIERqMRlUpFWVkZXbt2JSwsDGtra5YuXYokSVhaWlJSUoKtrS07duzgmWeewd7eHq1Wy8cff8y4ceP44osvuHjxIk5OTphMJvQaDV2AD6ytOQ+UeHqy28qKsI8+YvDWrUDlxu7t7U1ISAh9+/bl119/xc7OTnQM5PDK+Ph4Dh8+zMqVK3F1dRXmLvn5+fed+KWlpVXTWgUFBQk6ib6wkAPl5bhIEva//VwNWJnNDDMY8N68mfj4eBE6ey8iIyPp2rWruJ48Fq9roy8qKmLVqlWiO9KA3yEXflZWVuJvXh/Ihd+lS5cwGAwiCkLWfMi6vk2bNlFRUUGvXr1o164dKpWKvn378tprr+Hu7s6gQYNwdT0HPLjoVCph8GAFjRpVusH27NmTQ4cO1VqElZaW8tFHH9GtWzd69OjBlStXePrppzlx4gQtW7assW4TExNJS0tj4sSJZGdnA4jHmM1mwsPD6d69O0ajkX/+858PfRiW9X0ffvgh9vb2tG/fng4dOnDx4kW6dOlSK73DbDazaNGihmnfn4B7qZ5FRUXs3buX119/HX9/f3r37k15eTlt27bl1q1bvPzyywwaNIhevXoJ8wEZVYPctVo/WrX6nh49Unn88Ts0azYXtbr2Kcq/C4VCIaZ+9YUkmYmLG8zNm1Po2zeBTz8tJyPjm3o9tyHG4dGDbPp2L9VTLvzS0tLo1q2bmFp4e3sLI7kmTZpQWloqriNPPGpDcnIyLi4u1Qq/nTt38swzz7B69WqCg4OrMUQUCgV2dnbC9fvs2bPExcUJ9odc+JnNZjIyMigpKUGSJIqKisQUSKvV4uLigpWVFS1atBBNlldeeYXExESGDh1KbGwsHTp0uK/ZUAPN86+DyWRi0aJF9OzZk4kTJ/LGG2+gVCoxGAykpKQIozSz2czy5cs5duwYOp0OSZJQKpUcOnQIf39/CgoKUKlUtGvXjjlz5nDmzBleeOEFDDcNqNPVUNM4uQZs1DaseHoFUGko5OrqSkVFhWCOxcTE0LNnTyRJQqVSMWLECKExzcnJwdHRUWhPZeNBqKR7njhxQrCBoNLBNDU1FaVSSWpgalXCR02oYdmtZdX+l8FgYPTo0QwZMoRBgwZhNBrFdzk9PR2ghlfBhx9+yPTp0/Hx8anBArpx4wZJSUkMHDjwwR/UfwH/m4VfbCy88QYMGgSjR8PGjUx/6SWxqUHlGPbmzZs8/vjjjB49mpMnT9KqVSsxZSksLMRoNPLLL7+IQ/gPP/yAyWTCzs4Os9lMQEAA6enprFy5EgsLCwwGAytXriQwMJDi4mLRndPr9ZVUNbWaH5VKugLepaUYf/yR0f/6l3jbd+/eRa/Xo9VquXbtGqNGjWLfvn3069ePOXPmCDfOYcOGiela1TiH/Px8srOz70v19PT0FF8UOZRepVIxXKfDSqGodTFYSxJ8+SUt/PxqzdCCP6bv+/777xk4cKCgxjTgd1Qt/B7WOEKhUBAREYFSqWTnzp1IkiQcXcePH8+QIUPYuXMn/v7+QtcREBDA7NmziY2NZfjw4YSEhJCfnwO8Ql2UT4VCws4OFi+u/O+QkBBGjx5dg+YpSRLbtm0T07TY2Fjee+89cYA5fvw43t7eNdZtZGQkLi4utGrVioyMjGqHfflGEhkZiUql+kP5bJGRkTg5ObFt2zY2btwocqguXLhAUFAQt27dqkFPCgsLQ6PR8NRTTz306zWgOuQDybx58+jduzeenp4sX74cPz8/du/eTWpqKuPHj6dJkya4ublV0/jdi7Zt24rC76/GhAkTiI6OFlbpD0JBwXGKis5gNpeiVoOFhYmEhDmYzQ8+TTUUfo8eHjTxS0tL46mnnqKgoACTyYRCocDHx4ejR4/i7u6OQqEQ9M3z58/f9zVKS0uxtbUV+6bJZGLPnj0MHjyYLVu2MGzYsBq5r/L5oKioiDNnzmBlZSXiqGTk5uZib29PTk4OCoUCS0tLtm3bhr29PWq1WhR07dq1w87OTshNJEli8ODBREdHNzh6PgK4fv06TzzxBGFhYZw7d4433nhDnPn0ej3Z2dl4eXlx+/ZtbGxs6NWrlzgPyjm53t7eZGZmMmnSJLRaLb/++iudO3cmNDQUOzs7JLOE3QE7SOL+kz9jZdEXNjGM9u6VjVPZtbu0tBQPDw+GDh1K586dcXBwwNbWlp49e3L69GlMJhNGo1FkVqekpODm5kZRUZGY6PXs2ZPs7GzhzwGVhV9xcTFmSzMGL8MDK5vLmZdJzK+kXsvB7vb29ixcuFCcZ+V1LzeAqzY25LD29957D6g8+7Rq1UrEr6xfv57nn3++Vq3uo4D/rcIvKwu6d4cePeD77+HQIdi1C+PUqYRdusTw36Yn8+fPZ8mSJezbt4+oqCjeeustMS2wtLSksLCQ1atXo1AomDZtGkqlkpKSElQqFR07dhT27REREWIaV1JSgkKhIDIykpCQEJKSksjKyiI/P5+WLVsydepUjEYj5eXlKBQK2rVrV8PFLTk5mdjYWMaPH8/27dsZNmwYa9asYcOGDWRlZeHs7IxWq63WJZcF3FZWViiVSjIzM+9L9fTw8BDPjYuLQ6fT4erqSi/Aug6tjaTX82SLFvf9+b0be0xMTJ3B7Xq9niVLljRMTe6DqoWfPJ2uD+Sb+dmzZwkKCiImJgaNRsPPP/9Mu3btiIyMJDIyks2bNzN16lSKiorYvn07gwYNIjMzkxkzZrBy5UrKysp+627tB14ASlCpqruLKpWl2NuXEBkJzZpV0n1PnTqFjY0NgYGBeHl5AZVxCf3792fevHls2rSJLVu2iJ8Borni5ORUY93KoaoAOTk51aIoDh48SHBwMEuXLiUgIOAPUd+OHTvGvn37CA0NxcXFRTQsLl68iLOzM82bN68RlLxgwQLefffdBiv9P4j09HTWr1/PhAkTaNGiBWVlZWRnZ/P++++TlZXFkSNHmD17NkFBQSgUimrmLvdz9YTKQ6lMpfurYWVlxeuvv86SJUvq9fiKijwquUdVocBkKqnzeWVlZVy+fFnQthvwaKCquUttGr+0tDT69OnD/8feecZHVW5d/H+mpzdCGpDQAgmdQICXjoh0RA1IEaUrcC8qCIIiVhREBNSLIKA0FQSUJihVQg1JCAkkJBBI771MMpOZOe+HcY4ZEkK8158164symXJm5plznrX32msJgkBGRgZpaWnExsbi6+tLamoqarUab29v5HI5R48erfU1LGogvV4vEb+LFy/i4eFBREQEvXr1ws/Pr4YLtIODA5mZmaxbtw5fX18UCgVt27a1MgKz7A3y8vKQyWQ0atSI/fv3U1paSnl5OQUFBbVeh0RRpEWLFnUWerVaLdevX6d79+7/9efbgLphMBhYuXIl/fr145lnnuHEiRPSOvT09ESv13P69GkKCwuJj4/HaDTi5eVFfn4+YPZwKCwsxNPTk/z8fC5duoRCoUCn01FUVMTcuXPp3LmzZLb2/LznUe9VExgXaCaARkAHcpMcG2yQX5ITPzeevr6/OA9HRkaSnZ0tZTleunSJAwcOcObMGeRyOQqFgpUrVwLm7puF+KWnp+Pm5kZQUBARERGAeX/k6+tLQkKCpCorKioy/78TKOps95mhkqu4U3gHMF/To6Ki2LVrF3K5XJr7t+De9X1vWLvJZGLVqlXSSJjRaGTHjh1/Wpkn/J2IX1ER9OgBkZHmcLFqREZRWYkjsA1Y1a0bq1evZvLkyZw6dUqKbzhx4gQLFy5k3rx5hIaGEhYWJmXdDRgwAIPBQKdOnUhKSqKqqopmzZrh6OjInTt3GDt2LFqtlhYtWlBZWcn48eNJTEwE4OzZswQHB0u2swaDgQ4dOhAdHV3jZJqSksKZM2fo06cPcXFxzJ49G51Ox5IlSxg8eDAVFRUolUqruZh7B7gzMzNrdE5EUSQzM9Nqls7Dw4OKigp8fHwowfzbvS+MRvzvc2LX6XRERkbSs2dP6bYHdfx27NhBx44d653z90+DhfjZ2tr+aqlnRUUFaWlppKamotfr0el0fPPNN2RlZXHgwAG0Wi1vvvkmH330EUqlEpPJRGJiIlu2bEGv1/PBBx9QXFwsbbZ9fSOwsWmOq+tbDBwIzZrl0rTpVTZtKkGhaAWY52X37dvHI488wpEjRwgJCaGoqIj58+czaNAgHn/8cSIiIujXr1+NY46IiMDX1xetVmu1brVaLRkZGVJxpLCw0EridOzYMRo1akRJSUmdpkP3Q2FhIdevX2fJkiX07NkTk8lEdHQ07dq1Izo6Gr1eX2N9Xrx4kdTU1P+qu/hPRWVlJSdOnGDRokV06tSJwMBADh06xMCBA7lw4QIqlYq1a9cybNiwWkmdh4eH5OhWF/Hz9/cnNTW1Rsfj98Jzzz3H3r17pWOtC46OPRHF6u54cmxsWqJQ1G0CEBYWRocOHe77GTTgj4FWq0Wv16PRaHB0NA9L3Ev8WrZsiSAIXLp0icmTJ9O/f3+ioqI4dOgQer1eKoZduFB71mRKSkqNDD+Lm+emTZuYNWsWNjY2NYifvb09S5cuJTg4mMrKSoYOHSo5IVqIX0ZGBp6enpSUlCCKIiqVii5dupCXlyfloRUUFNQodimVShwdHeu83oeFhdGxY8f7duobUH+YRBMVVRVW3dobN27wf//3f5w4cYLw8HCeffZZAM6HnWfsW2MZ+8NY8qfm84HsA8TZIspeSgS1QFZWFgaDAZlMxrlz51Cr1Tg4OODm5sauXbvYunUrKpUKFxcXFi9ezGeffYatrS1r1qxh8uTJCAh0VHeEz0H4QKBzWGeG3R7GQ5EP4Z/uj4/TL8VdURQJCwsjNzeXvLw8Fi5cSE5ODiNHjpTei8FgoEmTJnh6elJVVUVcXBzOzs5kZWXh5uZGt27dCA8Pl57T1dWV5ORkKcfv9u3bmEwmlIIS6lEDNokm7FXmUa3//Oc/HDp0SDKWe5CC7fvvvyczM5MZM2YAcOTIEdRqtaQCOnXqFB4eHnXO6/7R+PsQvxUrIDMT6uiQ2AJzr14lPDSURx55hP/85z+MHDkSd3d3Xn/lFYJTUvihcWNOOziwpqSEvjodSoWCc+fO4e7uzp07dygrK2P16tXIZDKWLVtGcHCwtGHNyMigsrKS0NBQCgoK6Nu3L926dSMwMNCqGtyhQwecnZ05ffq0dJteryc3NxcPDw9mzJiBSqVi6NChzJ49m3379vHss8+i1WprGCLcm9VTW8evoKAAW1tbqdunUCho0aIFBoOB6OhovgLqSou7a2OD/32kGpGRkbRu3VqKY6isrOTWrVv3nQe0aNAt1ZEG1ISF+NnY2NSr45eWlsbmzZuJiIhgypQpiKIoDd+D2Uzlo48+4rnnnmPx4sWSi+rly5fp0aMHFy9elJznZs2aJbnNAWRnZ6NU6ikqWs2pU7BlyzVatnyR6dO9eOedN5kyZQpVVVV89dVXPPHEE9JGpm3btlRWVhIbG8vcuXPvK3k4c+YMAwcOrDGbeujQIWQymTQIXlpaKm0eCgsLiY6O5rvvvqN3796SffmvwbRp03BycuKll14CICkpCUdHR0kOc+vWrRpd6/fff58FCxb8aeUbvzcqK1PJz/8evf4XsiOKIjdv3mTdunUMHz6cxo0bs2zZMmxtbfn000/Jzc1l7969zJw5U7Lfrgv17fgplUr8/f0l467fG+7u7owbN44NGzY88L4aTVM6djyCWt0EQVDh4NCNTp2OP7CL3CDz/HNCq9VSUFBg5ajp6upKcXExjRs3JiMjA0EQ8PDwYM2aNeh0OiIiIpDL5bRp0wYPDw9kMhkGg4H4+PhaXyM1NZVmzZpRWVmJRqNBFEX2799P+/btSU5OZvjw4VKIfHUUFxeTlJTE22+/TX5+vpRXdm/Hz83NTZJvlpWVMXr0aAwGA/3798fPz4/k5GQiIiJQKBSSG2+jRo1QKpUkJycTEBBQ63E35Pf9Nlh3eR1uq9xweNeBlutbcizhGO+88w4DBgxg5syZfPnll1y4cIEpT0/BabgTfQ/15YjxCBVOFWAPRo0RPEHbW4u4UKQsqAy1Ro0gCCgUCvz8/OjTpw/p6emcOXMGHx8fKioq0Gg0dOnSBW9vb4xGIyNHjsTX1xej0ShJg2U6GY8PeJzkmGSio6Kt3GIzMjIICgqivLxc6uqtWLHCyv/BkuMnl8slyWlcXBz5+fmSWWG3bt2sZNBVVVVSALwgmImsQqHADTdUBhUPgkKmwJBqYM6cORw8eFAqvJSUlHD79m0r47bqxO/esHYwdwwXL14s/Z7+zKYuFvw9iJ9OZ5Z21mMeSiaT8XH//vTp04eIiAieeuopMt5+m3MJCYw7dow2V67Qu6CA4dnZ7DWZSDaZGPxzFcwSgXDz5k1u3brF2bNnadGiBSdPnkStVnPo0CF0Oh3Tp09HqVTyyiuvAOaKQHFxMd27d5fs9r29vdmzZ490XDExMVLIq8Fg4MsvvyQyMpL27duTk5PDsGHDsLGxQalU1ir1BDPxq83cJTU1FScnJ8mV1GJ5CzBmzBjCgVOAvpYNrRb4lyjet6J3b3UkNja2VomcBQcOHMDZ2Zn+/fvX/UX9gyGKKrRaFba2trW6HlqkG4sWLaJDhw507txZqjI9+uijyOVyTCYT7777LoIgMG7cOJYsWcKrr77Kc889R3Z2NtOmTWPs2LEMHjwYZ2dnkpOTyc/PZ9CgQRiNRp566ikcHR3R6/X07t2bqqoqScpksSWfNWsW7u7uvPzyy0RFRXH37l2qqqrYv38/R44cYePGjbXKjqvj9OnTtRK/L774ArlcLrnUabVaqSJ38uRJ2rZtS0VFBc7OzlbS0fpg9+7dnD17lokTJ9bQ8YeHhxMUFFSjyhcfH8+5c+cko5x/OkpKwgkLCyA2dgKXLrXm228/ZtasWfj5+fHwww8TExPD1KlTSUpK4uLFi7z++uv06tXLijQ/yNUT7p/jVxv+yDk/gBdeeIENGzbU6LrUBmfn/vTqlUr//jqCgi6hVj94DTcQvz8ntFoteXl5VvPqMpkMV1dX1Gq1NEvt4eFBeHg45eXlvPDCC/j6+hIbG0tgYCBJSUnI5XIKCwtrXT+pqalWHb+rV6+iVCo5c+YM06dPR6FQ1Oj4RUREkJSUxMKFC3FycqKiooKHHnoIoEbHz9HR0TzDJYrk5eUhl8sRBIE2bdrg5+dHYmIi0dHRTJo0if79+7Nv3z6mTJlCTEwMAQEBNcyWLGgwdvnf8VXMVyw9uZSiyiKMopG7RXcZsWMEe07uYfLkyWzZsoWWLVvy5VdfkhyYjLGPEVEhUiXUUjRWY3bu6w1Vw6oQZAJLly4lLy+PvXv3IggCV65cQSaT0bx5c9q3b8/Vq1fR6/UEBATg7u6OTCajadOm3Lx5U8rgGzVqFOnp6WRkZODr60tVVRVz586lWbNmpKSk0LJlSxwdHWucvywdP6PRiEKhoHHjxoiiiKOjI3v27CEpKanWjp+lUCuKIqIo0qpVK0RRxNvLG4+bHnU6j6plamYEzCDk8RC2bt1qdZ2/dOkSXbt2lcZKysvLSUtLk9zEt2zZgqenJyNGjADM6zszM1PyNCgpKeHw4cNMnDjx137Nvyv+HsQvOhrqmaOkqari1cBAMjIy+PzzzxmfnIz9kiVmqejPBArMH4wD4GUysddgYOjPzkeCILB27VoEQZCsxkNDQ3FycqJXr16YTCZu3ryJXC5n4MCBkiOSq6urFGidnp6OIAh89913aLVaPvroIx566CGMRiP79u2joqKCZs2akZ2dTVhYGNOnT0cul2NnZydVBi24t+NXUFCAm5sbZWVl7Nu3j6effpp+/fpRUFDAnTtmTXNwcDCzZ88GkHTT052c2KxWUwqY7O2pAIwBAazo14+LP+v+a8OvMXYRRZH33nuPl19+uWFG6j547TWYNWsie/Z8zI4d/0avN0uHUlJS2LhxI48++qhEtmxsbPjss884cyabxo2/JD19M8eOzUAun0Hjxr4cPXpUMnl54403eOaZZ1i7di3t2rWjoKAAb29vvv32W55++mnkcjmJiYkkJSXx5JNPkpOTI1XuWrRogVKpZPfu3TRr1ozMzEyqqqoQBIEtW7awceNG7OzseOONNxgzZgznzp2ThpzrQlVVFRcuXKBfv37k5+dLaywvL4/Q0FCaN28uVQP1er3UhTx69CjZ2dksX76c9PT0X0X84uPjmTdvHoGBgVbBrdXn+7p27VrD0XP16tXMnTu3QWb3M9LTP8FkKsdoLKGqqpQbN9YSEBDA0aNHSUlJYfPmzYSEhNw3kwyQqr4m0/1DgRs3blwvqSf8sXN+YDZJ6t69Ozt37vzNn9toNHLx4sWGTfSfEFqtlpycHKuOH5jXrslkIj8/n4KCAm7fvo0gCLRr145FixZJsQ69evUiPT2d5s2bS9bx9yIlJYVmzZpJxG///v2MGjWKL7/8kunTpwNYEb+ioiLGjRtHcHAwDg4OXLt2DUBS5tzb8bO1tZWKKm3btuXEiRPmbo5Mhp+fH+np6fTr1w8/Pz8KCgrw9PTEycmpzut9w5r9bbDy/Eq0VdadXJNgIs3THMj+zjvvkJuby4jXRhBuDKfC+ODCEyowBZhoNKoRr732mhQt4uDgwMmTJ2nZsiU2NjZcvHiRhx56iMzMTCZNmiQ9vGPHjlaGay4uLowdOxaVSkViYiJubm5s3bqVNWvWMHv2bFxcXCgtLZVMCaujesfPYnZUWlrKnDlziI2NxWg04uvri16vJyMjA1EUyc/PJzg4WCJ+zZo1w2g00rx5c/JP5CNEC2bydw8tUAtq1Elqjiw9wuLFi62y+qDmftZS2FAoFJSUlPD666/zwQcfSL+dVatWWamAvvnmGyki68+Mvwfxq6gw+8rXE04/V7O4dAneeMM8E1gHbESRdXl5uP+8AW3SpAlNmzYlIiKC8ePHU1VVhY2NDefOnQPMJ7zevXvz5ptvsn79el577TX0er2kaU5OTiYpKQkPDw8CAwM5cOAAI0eOpHHjxly9epXHHnuMQ4cOMWLECPbs2SN1Gezt7WtUyat3/DQaDXl5efz73//G29ubjRs3EhwczOuvv87o0aNJT08HzA5Ohw8fRiaTkZKSAsCkZ57hRYOBAQEBnH73Xab17o08Nha/p56isrKS5OTkGp+LKIq/ivhZAjrHjBlT36/qH4UDB8wOmSaTDFFUkJXVmLKyDbRr146goCBCQ0MJCQnh9u3bXL58meeff4OlS3sSHCznk08gP787xcWD0elWkZ0dw6efahFFkRUrVuDn50enTp3YvHkzTk5OpKens3TpUm7cuMGoUaMwmUx4enoyaNAgFi5cyJUrV+jXrx8mkwm12iwJOXHiBEqlEk9PT1JTU6mqqmLPnj1UVFRQVFSESqVi5cqV9c5runLlCi1btsTV1dWq4/fNN9/QtWtXKQcyKSkJmUyGWq1GFEUOHDiAWq3m8ccfJz09nSZNmtTr9bRaLSEhIbz11lvSbIQFFqIXERFBkyZNsLOzk0ycMjMz2bdvH3Pnzv0V3+bfGzY2zREEc1dfqbRl+vSlvPDCCwQGBv6qoo5F1nw/ODk5SVmo9SF+f2THD8yB7h9++GGdZPa/QUxMDD4+Pn/6DcU/ERUVFWRlZdVK/AoKCnB3d2fmzJnS/NLHH3+MIAgS8bN0GLp06YIgCBw7dqzGa9zb8du3bx/29vb07NkTX19f4BfiJ4oi06ZNY/jw4ZLD+IkTJ1CpVNJe4V7ip1arJZXOwIEDCQsLw8fHh+TkZLy8vNDpdFLW5KFDhxg1ahRgvt7fb8b6xo0bNG7cuCGn939EQUVBzRvl0KRNE8aOHUv//v1RKBW8dvq1GgSxTqggyz8Le0d7WrVqxYcffoi/vz96vZ6ysjLS0tIYMGAAmZmZCILAY489Jj20Xbt2ElkDs6Nojx490Gq1HD16lBEjRkh70aioKPLz8/H09JRUOxZUn/FTKBRSZIJaraZHjx44OTnx9ddfc+fOHanrl5aWhtFotDJHNBqNiKJI8+bNKSkuwS/WD8VeBSSCoDeTwD5N+7A7ZDfCfgFPD08p1qQ66trPVg9rB7O67fLly0ydOlW6/19B5gl/F+Ln4wP1NMEwAD8mJrJhwwbKli1DrIcsBwBRZI5czoIFC/j0009xdnaWTpxarRalUsmkSZNo3LgxpaWlKBQKPv/8czp37syyZcto164dWVlZqNVqsrPctxsvAAAgAElEQVSzycnJkS4Wx48fl06ge/bsYdy4cezfvx8nJyf69OkjbWzt7OysiJ8oiuTk5HDz5k169OjBwYMH0el0TJs2jdTUVH788Ufmzp2LXq9HpVJJURaenp6cP38etVotbdIfeugh9Ho9jh4efH3tGj1+NrBITU2lZ8+eLF26tMZHcvv2bdRqtVVwa13Eb+XKlbz00ksNQa73wfnz1jUIk0kBBPPFF1+QnZ3Nzp07mTRpEu7u7pSXm81rz5831z2s984OGAwaystXY2Mzh2+//ZaQkBByc3Px9PRk06ZNhIWF8dhjjyGTyZg+fToODg5UVFRILpnZ2dmSLMMi7bRk6TRv3pz9+/fTpUsX9u7di4uLC507d8bW1vZXdd8s830WeZGF+O3atYt27dpJG5qEhAQEQUCpVBITE0NZWRnvvPMOMpmMtLS0er/mvHnz6NixI/369cPFxcUqMD4qKor27dsTHR2NyWSy6vatX7+eSZMmNWy6q6FZs8U0bjwOjcYPL6/peHr+dxe7e7P87oXF2TM3N/cvQfwGDhyISqXihx9++E2fNzQ0tEHm+SdAXl6e5IZogVarJS0trUY0kUWmrNFoOHfuHPn5+ajVamkO1UL82rdvjyiK0n/Pnj1b43Wrd/wqKyspKyvjxIkT0vgGmIlfZWUla9euJTU1ldWrV0uKoGPHjkmRT1BT6lndGn/w4MHk5OTQr18/kpKSsLOzQxAEBgwYgMlk4vDhw1KnpK4ohwaZ52+DsW3HopJbz61pZBqaVzRnzpw5NGrUiN7P9KZEe/8MyPtBpVbxwZEPaN26NTY2NtKaTU5OxmQy8fzzzxMXF4erq6tVYUOv1yMIgrTm//Wvf0nGMv379+err76SSF5kZCQZGRn3dXYVBEGSejZp0gRRFHFxcZHW5+OPP87DDz+Mv78/4eHhfP3119jZ2UkmR5aZQJlMxt27dxEEgUEDB2G6bYKdEHggkCcSnuDs1LMcW3+MwIBA4uLipPxMCwwGg9SBt8DiUH9vWDuYZ/7nzZsndcrv3LnDzZs3GT58+K/+Hn5v/D124C1bQh1xA9Uhs7HBMG0aMaGhKE6cQKinRNQGeM5kYuzYsZhMJivyUlRUREZGBgsWLLDqElRWVrJjxw5kMhnt27cnPDxcin9wcXFh69atREVFkZuby61bt+jYsSNpaWm0bNlSmimqfmK3t7dHEASys7NZsGABrVu3ZtGiRZSXl/POO+8wb948NBoNEydOxMnJSXpcZmYmqampNG7cGEEQ8PT0JDY2Fjs7O4lEHjx4EDs7O65evcrBgwetTuyzZ8/mzJkzhIWFWX0m98Y4mEymWkOvLc8TExPD5MmT6/V5/xPh5wc1R5jMJ8x7yfKHH0JS0oPqHbaUl7/Hjz9epG/fvnz//fecOHGChx56SDqpfvrpp9y8eRO9Xs/UqVNRq9XI5XK6du0qyTgiIyPp3LkzhYWF3Lhxg6SkJN577z3eeusthg4dypNPPomPjw9ardbKsOhBsMz3lZeXI5fLJUv0+Ph47OzsJOJ38+ZN6cKwdu1a7OzsePzxx6moqKCsrKxehOzzzz/n0qVLfPrpp1y4cMGq21dUVER+fj5VVVWSsYtlM1NSUsJnn33GggUL6v2+/gmQydQEBGyjZ8+7tG69HkH49XEagGQUURcscs8Hzfg1bdpUmrf6oyAIAgsWLOADS7jlb4SG+b4/HkePHmXjxo18+umnHD9+XLpdq9WSkpJSa8cvLi6OtLQ0tFotO3fuxGAwSM6dnTp1IiEhAQ8PDwwGg9SNu1fqKYqi1PGrrKwkKyuLfv36kZycLM0agVk6rVQqWbFiBXv27JGcGlNTU8nPz8fDw6NW4mcJ9C4qKkIQBNzc3DAajcyfP5+kpCTy8vJQKpU0a9aMyMhInJ2dadWqFQaDgevXr9cq34OG/L7fCm8MfINWrq1wUDlgo7DBVmnL2MCx7H93P1FRUWZDoE6g49dl/gLoBT07YnZIAe6NGze2ImotW7aksLCwhiQyMTERURSlnOHExES++OILyWHTAss+WKFQ0KNHj/seh6V7aGkiODo6YjQaqaioICQkhGeffZbvvvuOCxcu8N1339GkSROSkpKkx2dlZWFnZ0dkZCQymQxRFDGZTAiCIB3/unXrOH/+PMeOHWPgwIG8//77VscQHR2Nj4+PldfAtWvX6Ny5M6+++qoU1g5mQ70DBw4wZ84c6b7bt2/nySeftIqd+rPi70H8AF5/HR40f6NUIgsMZPiyZfxn6VLUP1sv1xfOokg7f/8axO/dd9+lkUbD/IEDqfp50avVapYvXy4Nnep0OpYtWyYRw2bNmqHVamnXrh0rVqzAxcVFGhI9fPgwvXv3JiMjg6FDh1JWVsb+/ftJTk4mMTGR2NhYHB0d2bt3L+fOncPR0ZHBgwej0WisLO8tyMjIIDo6Grlcjkwmw9PTk8zMTGmBajQadu7cyYQJE6QKnWW+Kyoqip49e/L222/z4osvWlkJ3+vYZRm4rW0jvmrVKl544YVaj68BZkyfDh07gr09ODqCjU0V8EyN+xmNsG4dVFbW51lFXnwxiu+++65GxS0uLo5XXnmFgoICJk6cKG0KwFyNjomJQS6Xk5aWxsMPP4woivTs2ZPmzZszffp0xo4dy9dff80TTzzBjz/+yPr165k6darUWa4LOp2OS5cu0bdvXyuZ55dffklISAhpaWnSRSA2NlZyk9u7dy+zZs1CJpORnp6Ot7f3AzvIMTExLFq0iL1792Jvb1+jEn3t2jU6dOhAZGQkQUFBVsWLTZs2MWTIEEl22oDfFvUxePHw8CAnJ+eBHT9BEGjfvv0fOucHMH78eOLi4qS5qv8Voig2EL8/GDqdjvDwcAwGAwaDgYsXL2IwGDAajej1erKysmq4C7u5ubF582aUSiXDhw9n6NCh2NraSsUxtVpN+/btuXbtGk2bNiUsLAx3d3eKioqsYnwKCwtRKpU4ODig0+lITU2lsrKSadOmWZkl5efnYzAY+PDDD6VOjL29PbGxsQwZMgRXV9caxE8URbKystDr9VJkg0VqGhQUxN27d7l58ybe3t6AWeZpIQG3bt3Cy8tLirC4Fw2Onr8NnDXORD8bzTch37B6yGpCp4by5eNfIhPM1z0PDw8ULv+903RmWaa0p3VxcWHDhg24urri4eEhrZHqckaTycSpU6cAc5dLLpdja2tLt27dpL2lZf1evXqVZs2aoVara5UE32vuYin2Ojg4UFVVhV6vx83NjUWLFjFmzBjOnDlDREQEgYGBXL58WXoOo9GIu7s7KSkp2Nvbc/z4cezt7XFwcCArKwtBEHj//fc5fPgwjo6OrFixgo8//lgaf4KaHWqj0UhMTAyiKHLs2DErJ/oPP/yQZ555RpphN5lMbN++nWeeeea//h5+T/x9iN/YsTB//n3Jn0mpBE9POHzYfIMg1LvbZ4EALHvtNb755htKSkpITExk80cfMeHMGeKLiqjq2ZOrOh0xgH9eHvPmzSMyMpK+ffty6dIlWrVqxYEDBwBz4HtCQgLjx4+XqnNhYWGSzFOr1dK5c2fGjBmDt7c3GzZsoFGjRvj5+dG9e3eWL19O586dcXBwkMxdLBW/e5GQkCBJPWUyGXZ2duj1eip/Zg5t27ZFp9OxcOFCqfpoGaAtKiqiefPmTJkyhfLycvbt2yc9b33n++7cucPx48etupcNqAm1Gs6dg337YMsW+PzzC0BEjXmhhIT6kj4Ae86f96xxq06nY/z48Wg0GlasWEHfvn2t5ji7d+/OlStXJJetTZs2AfDoo48ydepU0tLSiImJoaSkhLKyMgICApgyZQqPPPIIzz///AOPKiwsjDZt2uDs7CwZu4iiyK5du5g8eTIpKSnSRSAuLg6NRkNOTg7l5eUsWbIEoF7zfaWlpYSEhLBmzRoCAwMBagS0Vp/vq+7oqdfrWbt2rRT50IDfHg+SesIvkrkHET/4c8g9VSoV8+bN48MPP/xNni8pKUmaX2nAHwOFQmFVYLL822J536RJkxrX3kuXLlFUVESbNm1o/bMiqUWLFoSFhUkbXovcs2PHjsTGxkrk/saNG9LzWGSeYO6glJWVcfr0acnUBcwbz6effhobGxsGDBgg3e7g4MDt27d55JFHapV6FhQUYGNjw507dzAajZhMJr7//nvs7OwoKChApVJx/fp12rZtC8Dhw4el+b6rV6/ed74vPT2dsrIyyQ2xAf8b5DI5j7R6hDnd59DVq2uNvyvltbuq1gdpyWnExcURFhbGqVOnsHW1RdtPy95We2n5RUuYCQnGBABycnIIDg6mqKgIMBc3AgMDKS8v58aNG3Tq1AlBEKSO+NWrV7Gzs6OsrOy+kuDq5i6WsQ2NRkNFRQVGo1EiV+vWrZPcZn18fKTOuOV3qVKpUCgUBAYGkpaWJu0NBEFg/vz5fPfdd9LvyNfXl1mzZvHqq69Kx3HvvuD27dt4eHjwxhtvsHz5cqnAUVhYyOeff84LL7wg3Tc0NBQ7O7v/KlP4j8Dfh/iBOctvxw5o395MAJ2cwNERvUrFjy1bQlSUmfwBNGtWZ+ZfbcgBbsTHExERQUZGBv369KH1v//NY+XlaEwm7IxGbIH2wOaUFN4eM4YRI0YwdepUzpw5Q2pqKs2bN0cmk5GZmUl8fDx9+/YlKyuLwsJCcnNzOX78OD/99BOnTp1CJpPx1FNPkZqayvHjx+nYsSMqlaqGuYuF+AG1dj+Sk5MZPXq0VNGzzOZZLgJarVa6iEVFReHo6EhoaKi0IZbJZMjlcj744AMWLVqETqcjPz+f9PR0OnToIL3O/Yjf6tWrmT179n0rgw34BQoFDBkCTzwB3t4yBEGoEeL+K72MuEfKDsArr7xCXl4eI0aMYPbs2fj6+tYgfhcuXECn02EymZgzZw4ymYywsDAp0uHrr7/mySefZN++fYSEhADm7/rMmTMcPHiwzmOyzPcB0nxfVFQUlZWV9OrVi+TkZIn43b59Gzs7O+Lj4wkMDJTW0YPm+0RRZNasWfTt25ennnoKgNzcXLKzsyUSCNaOnm3atJEcTb/88ksCAwP/MifzvyLqK/X8KxE/gNmzZ3PgwAHJyv9/gaXb1+CE/MdBLpcTEhKCnZ0dWq2WoKAgZDIZWq0WlUpVg5T/9NNPnD59GrVazcyZM8nMzASgdevWyGQyEhMTAaycPYuKiiTDih9//FF6LovME8yy+0aNGtGjRw8rFcLq1aslt83qkQ4ajYb09HSGDBlSK/HLzMzE29ub69ev4+joiEKhkCKZkpKSpCiH4OBg0tPTSUpKkmTydc3zW4rCDWv290FAowDk/43c3gSacg0lJSUcPHiQ6JvR3B18l/KAcvQyPUaM4AMzT86k93O98fHxIT4+nk6dOuHn50dJSQmDBg2SZlP9/f1p0aIFX3zxBWBer6Wlpdjb20tqt+q419zFxcUFMO9jLeTSohKTyWQ4OztjY2PD8ePHpd+UJb7K0vG2FGBMJhNlZWXI5XL69u1bQ/G0ZMkSjh49KhHI2pRAHh4eZGRkMHPmTOn2DRs2MGrUKKsOv8XU5a+y3v9exA/gsccgJgauXoVvv4UffqA8KYmJ2dmkVXfOcHAwdwnruYMuB37q0gV/f38SEhKorKyka1ERPZRKaps60RiNDDx8GLlczq5du1i+fDmVlZVs3rwZV1dXSktLiY+PZ8uWLWg0GkpLS9HpdFy+fJkWLVowdOhQDh48yJNPPinN61mGZasTP41Gg06nk2Qn4j1dTIPBQHFxMSNGjJB+INevX7cajr1z5w5Dhw7lvffeIykpiX/9619s2rSphmPXoEGDaN++PR999BEXLlygR48eVlKT2i4EOTk5fP3117U6KDWgbljcNCvvae95edXbywgwca9K8cSJE3z22Wf4+Pjw8ccfA1gRv9LSUj755BPy8vKkIFOZTEazZs1ITEzE29ubO3fuSDLPgwcP8sTPZkAODg5s27aNZ599ltzc3PselWW+D5Cknjt37mTixIlUVVWRl5eHl5cXZWVlFBcXI5PJqKqqkggcPLjjt2HDBuLi4li/fr1024ULF+jZs6fkRgbmE3y7du2Ijo5GoVDQvn17BEFg1apVVvKOBvz2qK/U0yJHe5BU/M9C/FxdXZk0aRKffPLJ//xc586do2/fvr/BUTXgf4G/vz8LFy7Ezs6Ob7/9FjA7esrlcqv5voKCAp544glUKhUtWrTA19dXKgD4+fnh4+MjzflZiF+nTp2wsbGRClkWZRBYd/xiYmKorKy0Us+cO3eONWvWsHv37hpZfunp6djY2ODh4VEr8cvIyJBcmjUaDSqVisrKSgYOHChlqIF5HvHw4cMMHTpUuubXRfwaZJ6/L57r9lwNA5j6QK1Q093UnZycHBITE/F91BfBSYB7lKMGwcAFpwsICgGdTidFg1VVVUmKpNOnT9OyZUsGDx7MTz/9BJg7funp6bX6PlhQ3dxFEASpA5iVlWV+7Z+vD8XFxRQVFeHu7o5er5det7rJoiAIREREYG9vT1JSEiaTiQkTJnDx4sUa+yhHR0eWL1/OggULSElJobKyUurMg5m03rp1yyqsvaKigvXr17No0SLpfuXl5Xz77bdWcRd/dvz9iJ8F/v4wcCD07ImLlxdTpkxh3bp11vdZtMisr6sHTECjxYtZt24dO3bsQK1W86yDA6o6uoZ9lErOHTvG0qVLCQoKwtXVlS1btkgn5sjISD7++GNpM/PCCy+g1+sxGo2SQ1J12NvbI4oiVdVeUxAE7O3tKS8vt/oxWHDs2DFkMhkajQaNRoPRYMAuPJwdxcXcrqwkEVhhMrFu4UIOHjzIwIEDeeaZZzhy5AiXL1+ucWJ///33WblyJcePH69xYq/tQrB+/XrGjx+Ph4fHAz/jBljDQvwsA9QWeHlBfZtQCoWeavPH5Ofn8+STT6JUKqVYBAAfHx+ys7P54osvaNu2LXl5eQwaNIjRo0cDv1zI5XI5WVlZFBQUoFAoyM3NpW3btlYErG/fvkyePJlnn322RiECoLKykrCwMEnWlJ+fj6urK1999RWTJk0iLS0NLy8vFAoFt27dwtvbm8LCQgRBsHLMqqvjFx4ezvLly/nmm2+sDEHulXNUVVURFxeHUqnEx8eH27dv06lTJ44cOYKNjY1V1l8DfnvUV+qZmZmJjY3NAyuqlhm/3zpO4b/B/Pnz2bRpUw33uF+LBkfPPxemT5/O7t27KS0tRftzMdlC/ERRZPz48ZSXl7N161aKiorw8vKSiJ+vry/29vZcvHgRMJPJgoICvLy8pHORRqMhOjpaej1Lxy8zM5OsrCwqKyulObvc3FwmTJjA1q1badq0aQ3id+PGDclQztnZWeqiVO/4WfL6TCaTVBAbPny4JDG2sbGhSZMmVjJPURTrlHo2OHr+vujg0YE2jX69rNbPxY+96/fi4ODAoEGDKGtZhqiofQTKwcmBI1FHUCqVyOVyhg0bBpj3sYIgcP36dZYsWcKJEyfIy8tj+vTpZGRkUFJSQseOHWvdC1hQPRpCJpOh1+tJT09HoVBIa/bQoUN06tSJ3NxcfHx8fukWehrgSSh/vhzDywa0k7XoWulAMD+XJaTdUqypDks3/uOPP+b//u//rK4vhw8fxsvLy8pAadu2bXTv3p127dpJt3377bf06tVLiqL4K+DvS/zuwfPPP8/WrVspLi7+5cbOnWH9+tqsFK2gBcYATX8+yW3ZssVcmSgvr/MDFAE/T0/at2+PXC5HLpcTFRUlycxsbGxwcHBg8ODBgLnzcP78ee7evcvUqVMJDg5m4sSJvPbaa2zbto3CwkKqqqpqVMgtWX46na6GLHD79u24uroSHx+PQi5ngyDw8d27DDUa8QFaAP8WRVqOHMloOzsUCgWurq6MGjWK0NDQGkSuTZs2TJgwgb1791ptRqrPA1pQWlrKp59+ysKFC+v8fBtQO+7X8QNYvvzBXkYymQl7+yL69TP/WxRFJkyYQEVFBQcOHJAG9gGuX7+OIAisWbOGffv28fnnn9OnTx9p+DkqKooxY8ZQVVXFuXPnsLOz4+GHH2bv3r2SzLM63nzzTRISEti1a1eNv126dIl27dpJks38/HzKysrw8vIiICDASuYZHx8vmRDJZDKrE+79On6FhYWMGzeODRs2WFXwwLwhqe7oefPmTZo2bUpcXJw039epUydWrVrFokWL/jLSjb8q6iv1zMrKeqDME8ydNkdHRymf9I9E69at6d27N9u2bfuvnyMvL6+GpL4Bfyx8fHwYMGAAX331FVqtFpPJJF331q9fz9mzZ1m7di1DhgwhJycHb29vq46fKIpSx08mk9GtWzdSU1MBuHz5MgEBAZSXl0u/i5SUFJo2bcqBAwews7OjR48eKJVKTCYTkydPZvLkyVJBzNbWViKjABEREVLh635Sz+zsbORyuaQcEkVRinIoKCjAYDDg6urKTz/9JGX5ZWRkIAhCrZtdi5qpW7duv/ln34D7Y8OIDdgo6t7LVofcJOfTEZ/y8ccfU1VVZY6GaHx/h2xBEIiIiiAgIABXV1eWLVsGQEhIiKSSOXPmDBs3bkQQBK5evSqtvS+++AIHBwc6duzIY489xqJFi9i0aRNnz57FaDRKUk8wXxMs7rUqlUpas3v27OGpp56iuLiYiIgI876gG5gmm8AfUAIKEL1E9MP0GEYbCAgMQCaTMXPmTD777LMa70mhULB69Wo+++wzevbsKd1eWlpKXFwc7777rrQHMBqNrF69uoYKaNu2bX8ZUxcL/jHEz8/PjyFDhrB582brP8yYAV9+CU2bmu0Uf4Yol1MOVDZpwmpHR0oFgacmT2bHjh0cO3aMiooK7EaPhnsCKaujUCaj18iRBAQEcPLkSQYPHswTTzwhuRGZTCYGDRpEVVUVtra2+Pv707RpU5YsWUJ8fDzr169n+PDhyGQyjh8/zsmTJ0lKSpIsZp944glefvllDAYDJ0+eJCcnx6rap9fr+eGHH6R4iMk6HZNFETusv3i1KEJ5OZ/l5nLzp5+oqqri6aefJisri4CAgBrv6+WXXyYzM1PSYwNW84AWbNq0icGDB9OyZcv6fUkNsIKlG3dvxw/gkUdg6dK6yJ8eW9sKQkK2YOEu//nPfwgNDWXlypVSNTY/P5/nnnuOYcOG0axZM9auXSudAIODg4mIiECj0ZCXlyc5e/7www9UVFQQGBhoJfOsDo1Gw/bt23nxxRelTY0F1ef7LMeQkJAgSSWSk5MlaVN8fDyZmZk4Ozvj6elpRcTS09NrdPwsDmSjRo2qcVw6nY6oqCgrW2nLb8li7HLt2jXkcjnp6ek8/vjj9/twG/AboT5ST0ucQ32IH/x55J4ACxYs4OjRd0hP34ROl/mrH2+RJleX1Dfgj8fs2bPZuHEjWq2WqqoqWrRowfXr13nppZcICQlh1qxZ2NvbYzQasbW1pbi4GL1ej6+vL4WFhSQmJkrux8HBwVy5coVWrVoRHh4unQfj4+MBc8evWbNm7N27l7KyMqngumLFCioqKnjrrbek46re8cvJySE9PV3qjNRG/FJSUrh16xZ6vV7KCLSMgSQlJXHnzh0qKiq4fv06QUFB0jXfou6prTBmUQo1OHj/vujZpCd7QvZgq6zHebIK3ELd2PnOTt544w06deqESqVikPcguI+IzWAykHYpDU9PTwYNGiRl+V25coVHHnkEURQJDAxk4MCBUpe7Q4cOqNVqrl69SkZGBtu2bWPChAm4uLhw+fJlPvjgA4qLi8nLy6Nv376MHj0ak8lEZmYmd+7cQaVSkZ+fT3FxMWfOnGHKlCmYTCZatmyJpqkGhgAqajIZFZham2g0xExkH330UW7cuEFCQkKN9zVs2DCMRqNVDNDy5ctRKBRWCqP9+/fTuHFjq052amoqkZGRkjLqr4J/DPEDWLhwIWvXrrWSSgLw6KOQnAyHDpnln7NmIUyaRCFAVhbzS0o4AxyOi+OLZ55Br9fTunVr+m/aBLW4aIJ5JvBjJyfeePNNsrOz+frrr5k6daoURm2ZzfP39+fixYt06tSJ3bt3k5eXx4wZM3B3d6dnz55MnjyZ119/nZ07d7J48WKaN29O69at2bp1K+PGjcPR0RGDwcC6des4dOgQBoOBgIAARo8ezbhx41Cr1Wg0Gq5GRrJAq+X+NBUUgsC/1Gq+++47nJycUKlUXLlypcb9kpKS8PHx4fXXX5duu1fmqdPp+PDDDxtmpP4HWC6ctXX8AF55Bb76yty4ruZlhCBoUSq306vXs3h6mkljfHw8L774IiNGjGDu3LkYjUY2bNhAYGAgSqWSuLg4evToYUXSunfvTnh4OD4+PgiCQGpqKo6Ojly4cAF7e3uuX79OmzZt7jtn16VLF+bPn8+0adOspHfV5/sAsrOzuX79umRsUN3R02JyZDAYrALXASvnLgvWrFlDZmZmjYweMEtS/P39sa9W4LF0+CIiIujcuTM3btzg0KFDLFy4sGGz/TugPlJPDw8P8vLy6szwq44/E/Hz9Q1n3rwsEhL+zZUrHdDr7z/3WhsaYhz+nBgyZAhlZWVcvnyZtm3b4uzszEMPPUSLFi34/PPPAXOHpHHjxlKGXlZWFr6+vqSkpBAUFCQVgC1zfl27duXWrVvMmDEDgK+++gowby4dHBw4f/487u7ueHt7c+rUKT755BO+/vprq/NUdeJ3/Phx/u///k+SGtdG/CIjI2nZsiVOTk7odDqrLLX4+HiUSiVeXl4cOXLEKsvt3vn/6miQef5xGOk/ktCpoTzc4mHUcrXV3J8cORjAS+EFF2HnuzvZtWsX3bp1Q6FQsGPHDnbN3wV64J5TslAlsKzfMk7/eJqysjIGDRpEamoqtra2REZGSk6ysbGxAPTu3ZuCggKKi4sRRRE/Pz8cHR3p0qULISEhLFmyhC1bthYM8Y0AACAASURBVPDtt9/i5uaGvb09X3zxBdOmTUOtVqPVasnMzKS0tJQJEybQpk0bNBqN1X6ysmsl1OVno4J493hEUUSlUvH000/XbPxgdtivqqpi+/btFBcXk5aWxubNmwkKCpIKG6IosnLlShYvXmxV7NixYwchISFoNJpf90X9wfhHEb+goCBat27N7t27a/5REGDAAFi5EqZOhb17aQJoDAacADtRxL2sjIMmE/2UStzc3CiXyTj16qsUyuWU/vw0OkAvkxHepQs77O0ZMmSIJFVr164dsbGxmEwmyZErOzubsrIyRo8eTVpaGkFBQfe17bazs8NkMmEymejatSvjxo1j6dKldOjQgQ8++IAePXrg6OjIhg0bmDZtGqmpqdjZ2XH37l2SL1zA7QHxFRpR5AlBYP369VK2mcXGvzrOnz/P6NGjiY2N5cSJE0BN4rdr1y7atWvX4Ij4P0CtVluFpNaG0aPNPkbXrsH+/fD997Bp0wFMpmc5d26fNBP60EMP4eXlxc6dOzl//jzdunVj9+7dnDhxgvXr1+Pi4lLD2dPd3R0nJyfatGkjmQIFBgZKxYXQ0NBaZZ7VsXjxYkpLS9mwYQNgHo6OiIiw2hjEx8fj7+8vSU8tUk9RFAkPD6dbt24UFhZayYoMBgM5OTlWt50/f55Vq1axZ8+eWkNUa9uQWNZ5dHQ0Dg4OuLu7c+XKlb+cdOOvivpIPRs1akRhYWG9iV/79u3/NMQvK+sz1GoTgqBDFPUUF5/9VY9vMHb5cyI2NpaJEydSXFzMkCFD2LVrFx06dCA0NNQq1sHiSGuRezo6OqJWq+ncuXMNg5fu3btjMBgkl+09e/ZgNBrJzMyUbPFbt25NZWUlkydPZvv27VZyfbCWeh47doyhQ4dKwfC1Eb+EhAT69u1Lo0aNMBqNyOVyOnfujCiKpKSk0LFjxxrzfWA27ajL0bOhWPHHoatXV3586kdu/esWbw54k1lBs5jVdRZBtkEgQnZFNvSAYUeH4TvFl1u3bnHmzBmysrKIuRyD349+kAgKQYFCUKCuUiM7LuPJJk+SlZVFdHQ0AwcOJCUlBU9PT+7evSt1lXfu3Akgud4mJSUREBBQ58iEIAiYTCY6duzIo48+SqNGjbCzs0OpVBIQEMDbb79NYGAgTz31lHQNSE5ORu+jr5v4AXlVeZTozJ31GTNmsG3bthr7qcuXL9O1a1dGjRrFihUrePXVV+nevbuVMujUqVNotVqr34AoipKb518N/yjiB+au3+rVq+scNGX+fKjuAFoNdsBqnY4LFy7g4eHBiqNHebxnT354/HFYuJDvOndmwbBh7O7Zk/yCAnJycqTHOjs74+LiQlJSktSpOHf2LI1cXdHr9cjlcoKDg+97WBbpyL0dS3t7e8rKysjLy5MkcUOGDCExMZFHHnmE5557DrVcTn3sDpzs7EhOTubHH39kzJgxHD58mPz8fKv7nD9/nn79+rFq1SoWLFiA0WiUJHNglrA2OCL+76gP8bOgVSsYNAh694Zu3UIQxe+pqMjjvfcW0LHj9+TmlrF3715mzJjBhAkTePnllzl9+rTV7NC9xA/MmxKLcUFERAR9+vTBaDTi5eVFQkJCrTLP6lAoFGzfvp3ly5eTkJDAhQsX6Nixo1XXLSkpyeqEapF6HjhwQJIeubi4WJG57OxsXF1dpU2WxeRgy5YtUrfwXtxr7CKKIlFRUZKbXmJiIjKZjLlz59ZbVtiA/w31kXqqVCpsbW1rJfO1oUOHDn94iLsF9vadEQRz514UjdjY1N+AoaKigujo6DqvCQ34/VFUVCS5bioUCtRqNTKZjP79+0vyTQvuJX5gHjtp1qyZZPDi7e2NRqOhUaNGqNVqYmJicHV1JSkpiaysLFxdXdm1axcGgwE3Nzc2btzIzJkzefjhh2scm6XjZzKZ+OGHHxg5ciRlZWWIoliD+BUUFFBUVESPHj2kHFWDwcDAgQMl2VurVq2ws7PD3t4ef39/6XXu5+hpMBi4dOmS1Rx1A/4YNHVqyuI+i9k4ciNL+i4hqiIKlGBSmkANRsHIrca3MPoa0Wg02NnZ4e3tjaeNJ3wJVx6/wtWnrmLzHxvcktzYt28fQUFBeHl54enpSUpKCq1atUIQBMLDw1GpVFIMSUBAAHq9npKSknqthermLo6OjlRWVqLVanF2diYvL4/w8HBee+01TCYTTk5OKJVKZPIH0xeBXwinv78/7dq1s3LMhV8Kwm+99RYbN27kyJEjuLm5Wa3vlStX8tJLL1mNMl2+fBlRFK1mA/8q+McRv6FDh1JVVSV1qmogK8vcPqkDLSoq6ODqioeHB1u3bsXP35/iYcPg/fepfP55rhYVkZycTI8ePaSTuwXt27fn5tmzPBwWRiaQcPcud9PSeHbFCl4Acn7W9dcGC/G7n7mLxR2xoKCAzZs34+3tzQ8//MCqVatINhioe3sFokKB0Lcvc+bM4cyZM/Tu3ZtRo0axffv2X+7z82B67969eeyxx3B0dGTz5s3cunVLMt44cOAAjo6OVnK+Bvx6WIjf/aSetSEhAfr2VWAyDQZsMRicuXnzYVxcLvHII0Px9fXl5s2bjB8/vkYVzs/Prwbx6969u0Q8Q0NDpQ7b7du3USqVVlk294O/vz+vv/46U6ZM4dSpU1broqCggJKSEqt5Oot9+auvvoq9vT13796ladOmVifd6sYuFpODiRMnWsmRqkMUxRrGLpYcoNTUVIKCgggNDSU7O5u5c+c+8D014LdBfaSeYC6aVY/gqAsBAQHcvn27htHVHwF//414ek7ByakfAQG7sLdvX+/HhoWF0b59+4YixJ8MUVFRtRaOTSYTYWFhVrfVRvx8fX1xcXHh0qVLkgQ+ODiY0tJSiewPGDAAvV4vjVWcP3+eadOmcf36deRyOa+99lqtx2YhflFRUbi6utKqVStUKhUVFRU1iN/hw4eRyWTY2NhIa8xoNDJy5Eju3r2LyWTC1dWVsrIyq/NqSUkJWVlZVkTQgpiYGHx8fKQYiAb8ObAtahtGseZ51qQw0WFGB8lgaPr06bi4uCAIAm6ObrRv3p4mPk1o1KgRR48exdnZWXK6TklJoV27diiVSiIiIvD29iYpKQkApVIp7S8s0uHaYPkdWeIcwNyZ1uv1KJVKHBwciIqKYsCAATg5OXHkyBHatGlDYWEhyhRlDUnqvWji2ARH9S/50bNmzaqhYrPsZ728vHB1dcXPz4/Y2FgpgiIyMpLY2NgacQ0WU5e/ogHcP474yWQyqetXKwoL4QGVZZlGQ682bZg3bx79+/cnNzdXakEPHjyY69evS0GnFjmHBSE2Njw0cyb/Li3FE/MXIAMa63S8DXx06BAVP/xQ6+va2dlhMBhqED87Oztu3rxJbm4umZmZjBw5ksWLF0uBrBMnTmTIiBF8AlTU+sxmCEolzJ/P9OnTpYvV7Nmz2bRpk/QDvXXrFhqNhqZNm0oukMuWLcPPzw+NRnNfLXQDfj0UCgWiKFoZ9jwIb7xhaVZX/2nbkpfnyyefRPHOO+9IeZD3oraOX/fu3aXuSWxsrDTzaZEs1xdz5szBwcGBnTt3WhG/b775BrlcLkmfTSYTqampxMTEoNPp6NChA0lJSTRv3tyK+FWPcnjnnXeoqKjg7bffvu/rJyYmolKprC5Clvm+yMhIgoKCOHr0KIMHD27YtPyOqI/UE8xV4PqeT2xsbPD19ZXMMf5IKBQOtGmziS5dfsLd/dFf9diG+b4/J6o7bt6LsrIyq3/fj/gVFhbSuHFjaSYqODiYuLg4bG1tuXz5MpMmTWL8+PEcP36cXr16ERAQQMeOHUlOTubll1++bxHEIvU8duyY5MDp4OBAWVmZFOcgiiKiKLJv3z7UajVlZWXSHKBcLsfLy4tLly6hVCrRarWkpqZaKTKuXbsmOZXfi4Y1++dEdnm2OYy9FuSU5yCTyXj33XdJSUkhNjYWURSlYsDgwYMRBIHLly+Tm5srEb/U1FS6d++OVqslPj6ewYMHU1lZiV6v586dOyiVShQKBWlpaXUemyXHz7Ke3N3dqaqqQqVS4eDgQGxsLOPGjePWrVtkZ2f/Mj50iTqJn9wkZ2nfpVbXjbFjxxIdHU1iYiJgJpyWDvXRo0dRKpVkZGRw+/ZtyX3//fff5/nnn7dSnFRWVkouo39F/OOIH8DEiROJiYnhWm2dPR8fqCObD0BmMJBva8sLL7zASy+9xMmTJ6WsER8fH0n33KtXL+uO36lTTDlyBLXBgKaWiqHaaMQRUI4ZA+HhNf5eXeoZHh7OmjVrePTRR9m5cyeffPIJgiDg5+fHSy+9hFKp5OjRowiCgEqlotX/s3fegVWU6ff/zK2pNx2SAEkoCT3SQqjSswgCSxcpdmCxsQpff6uu4i6uropgV1wLQiiCIL1KSSgBTCGNEgIpQAjp9fY7vz+uM+aSBIKrAu49/zG5ZUhm3nnP85znnHbtWAxkYI+nuB5WrRb+8Q/o2JHKykrc3d1Zv349/fv3RxAEDh8+DNTX70dFRdG2bVv5po2Li6O0tJQ///nWNjlO1IeUryTNaDQFcXHQMB/TkJ/feNg52Ctz+fn5DoSuZ8+epKamotPpqK6uZufOnQQEBGA0GrHZbI7xKDeAQqHgww8/JC8vz6GDsXLlSkRRlKMdioqK8PDw4I033iAmJobg4GAMBgMtWrRosOP3ww8/8Mknn9QzObgeR48erSc5qevo2aFDB3lT5cTvh6ZIPYFGixWN4U4yePmlcG6i70y0adOmQdmxUqmsFx/TmNQzNzfXoTAszfl17tyZ5s2bk5mZSYcOHRAEAX9/f+6//34yMjLo2bNnPZOrupA6ftJ8H/w8CqLRaNBoNNTU1GCxWMjLy6Nly5YUFxfL5+bvb3dBjIuLIzQ0lPPnz1NWVuYgkb9RcLvT2OXOxPA2w3FR1DcgcVG6MCp8FDabDTc3N7Zt2yYXNaQxiuHDh1NcXIyLiwuJiYkMGjQIsHf8OnTogE6nc3DB3rlzJ0lJSfJ+VQpzbwhSQ0GhUMgELTAwUCaCKpWKwsJCxowZw+rVq4mIiEBwEVD3V2PsZYQC7C6k1+15FBYFnZWdeaz7Yw7HtVotM2fOlE1e0tPTCQwMxMfHh4ULF/LOO+/w+OOPo1QqUavVXLhwgb179zJ79myHz9myZQvdu3dvkuLpTsT/JPHTarU8/fTTLFmypP4PdTq7Y0Zjm0iVisJevdD/5Lg4b948wsLCePXVV+XqXUxMDDabjfDwcJKSkuySI1GEhx5C1QT5kcpotMdM/ASj0cjhw4dZuXIl5eXllJSU8PDDD3P+/HkeeOAB5s6dy8yZM2nRogU9evQgMzOTIUOG4OPjQ0FBAZV5efQ6fpy3gTXAUqDKxQUj9tiKRKUS27p18FPeXkpKCr169eKTTz7BYrEwe/ZsPvvsM+DnIO+66NixIxcuXLC7IS1axJIJE1CmpkITNnRO3BhKpfKWAqCbNWv4uM2mR6e7sWTU1dUVLy8vCgsL5WOenp6EhoYSHByMIAh06NCBkJAQFAoFAQEBXLx4scnnlpubS0REBHPmzMFgMJCbm0tmZiZ+fn7yop+bm4uXl5fsfGuxWPD29sbV1bVex0+n0zFz5kxWrlxZz+TgejS0IUlJSaFLly6cOnWKuLg41Go1ffv2bfL/x4n/Hk3t+EnGVk3FnWTw8ktgtVo5duyYcxN9B6J9+/b4+Pg4dLxEUcTFxaXePGZjHb/rFUFShujgwYPx8fHBbDY7dCrUajUeHh7ce++9Nyxwubq6Ul5eTnJysrxBl0ZB4GeDl9raWqKjowkODqawsFDOa5W6HKmpqXTr1o3Tp0/Tt29fB8OaxoifKIrOYsUdirHtxxKoCURh+/kZKogCOhcdT/Z+ElEUZdmvROAeeughTCYTgwYNori4GE9PT8LDw/H19QV+zpfs0KEDtbW1BHYJhPHw8LGH2WLaguguyvuJhmIU5PMQBIdrWgpnF0WRgoICdDodOp2O2NhYrB2t/Mf7P5gHmeEeIBR7YLYVMIFaUMMVaJvWlpc7vtygSuSJJ57gq6++wmQyyfuCL774gubNm3P//ffTsmVLtFot3333HUuWLGH27NlyYVrC3WrqIuF/kvgBzJ07l23btjXchn7vPWjWjOspmlWpBH9/Uh9/3GET6uvry5w5cxg2bBipqamMGDECtVpNaWkpbdu2JSUlBQ4cgJ+6gk2B5cwZPpo7lyFDhuDn58f8+fOpqqpCqVTi5uZGeno6H3/8MQ888ADBwcEUFxfj7++Pt7c3CQkJTJs2jaqqKvqZTLy/aRPjExJ4CvgHsFCl4pU2bWjr7s7KDz/kzfHj7V3GnyA9NCIiItiwYQOzZs2STV4a2kBnZ2ezYMAAKu65h88PHuT+Tz+FQYOgeXNYvPimHVQnGodSqawnH7oRnn++4WhJpVLJ2bP/uun7pU1JXURFRREcHCzn9CiVSkRRRKlU3hLxO3jwIFOmTCEiIoJXXnmF1atXM3z4cLnKDHajl+LiYhYtWkRWVhZXrlzB1dVVNlCQkJ+fz6ZNm5g7dy7Dhg276Xdfb+wC9o6fp6cnLVq04IsvviAyMtIpT/6d0dSOn1QEaCruJIOXX4L09HSCgoIICAi43afixHVQKBQ88sgjREdH4+HhgVarJSMjgwceeKDePKZE/KRcM/i541dXEeTl5SVnqd2I2KlUKoe8sevh6urK+fPn6du3r3wuUscP7MSvtLSU2tpaOnfuTHBwMEVFRcybN4+FCxcycOBAqqqqyMvLY/DgwRQUFDjIPKHxKIe8vDzMZrMzt/cOhEqh4q2ObxF6NRRvlTfUgiJNwcFpB/F388dms8nPV+m6EQSBCRMmyAZGFRUV8phGVVUVJpMJX19fOnToAM1gwDcDoCuUu5ZTFFpE6ZRSNN4aJk6cyPr16xs9N2kvIaHZT9Vri8VCTk4Orq6u/Pjjj9T415DWJg2LYEFU11HMaQAlCCaByRcmw3JQnlU2mEEN0KFDB9q3b8/WrVs5cuQIPXv2ZNGiRbzzzjsIgkBqaioPPPAACxYsYM2aNTz77LMO77969SpHjx5lwoQJt/x3uFPwP0v8fHx8mDVrFu+99179HwYGQkoKa3Q6bK6uWAGzRsMGX19ISaHW29thE1pbW8v48eN57733iImJQafTodfrOXv2LP369bMv7qtXwy1s4DEa6ZCezgsvvMCVK1f48ccfWbJkiey8VReenp6Ulpbi5+eHWq0mLy+PMWPGcPX8eb4zm3Gz2XD9qVruDmgsFl4/fRpvLy82793b4MLerVs3nnnmGd5//318fX0ZM2YMn3zyCQUFBQ5OkKIoEvjjj7waF0fn0lJcAKGiAqqqoLQU/vUviIlxkr9fCJVKdUsdv2nTYM4ccHEBT0/QaAxAGW+9lcY333xMVlbWDd/fmLOnVPE1mUycPXsWpVJJeXn5LRG/AwcOMHToUD799FNWrlzJ8uXLGThwoMNM3Y4dO9BoNIwZM4YzZ86QkZGBQqFAq9U6kLIjR47g7u7OSy+9dNPvLS8vJycnh8jISPlYTU0Nubm5lJeX4+vri5+fn7NSfRvQVHMXFxeXWzJrudulnvHx8c7r8Q6GVqtlxIgRPP/88/LM3aZNm+q9rm7HTzKTkoprnTp1orCwUCZy0dHRN3Ybx/48qJu1ej3c3Ny4cOGCLPOE+h2/hIQEwH5PhYSEEBYWho+PD+7u7iiVSj777DNEUaRr164YDAamTp0qf5bZbOb06dMOewAJUlG4seKZ2Wzm1KlT/PDDD5w6dap+nrITvyk8NZ6E54SzusdqeAt84nw4uOUggAPxU6lUCILAunXrcHd3Z/To0bJDZ935vpCQEARBsHcAh0KtufZnRqECtFDWtozJkyfz7bffNnhO0vVet9gh7QdMJhOXLl3CYrEQGxuLIkaBTdmI6kMBglZge+52XFxcuHjxIu3atWv0dyGZvBw5coT09HRGjBhBjx49APv+d/LkyWg0GlpEteCT05/wRvwbZJfa5wJjY2MZP378LY8f3En4nyV+APPnz+fLL79seE4pIIDXmzcnKymJ3h07cvrECf6fuzuJly5hs9kcFje9Xo+rqytTpkzh008/ZcqUKXh7e3Po0CH69u1rl3PUkc81BSpAW1ZGXFwcH330ER988AHr16/HZDJhMpk4duwY6enp8ia9rKwMf39/srOzadGihV0atXYtikYWYVEUmaVWs2/fPu677z6Hn0nEb+zYsRQUFHDixAlZ7tm7d2+H6kxeaipf6fUoGnOe1Ovh+HFoIFDbiZtDqVTKuUxNgSDAkiVw/jx89hl8/HEZrq6t+fHH93jhhReYP3/+Dd9/M4OXQ4cOybl+NTU1nDlzpknnVVVVRVpaGn369CEgIIAXXniBS5cu4eXlJS/0NpuN7du3M3bsWLnaFxERQU1NDS4uLvKDaceOHVy5coUPP/ywSU6Px44dIyoqykGulJ6eTseOHUlOTubChQu0aNGi0bkVJ347NFXqqVarmxRrIqFNmzYUFRXVs9e/W3AzyZzVWsPp0w9x9GgLfvyxB5WVJxp9rRO/PebMmcOnn35aj7hJxM/Pz4/q6moMBgM+Pj6IokhVVZWD83dAQECTFAc3KoC4uLiQn5/vQPyu7/ht3boVFxcXioqKcHFxcVgXRVGktraW8PBw0tLS0Gg0NG/eXP756dOnCQ0NbdBp9kb5faWlpbz33nts376dw4cPs2PHDpYtW0ZpaelN/79O/DqQimzSs9RgMPDBBx8giqID8ZOuQbVaTWxsLDabDa1Wi8Vikf++ksxT+lwCQeS6ooUahBYCISEhFBUV3dBsqy7xkxRAZrOZFi1aUF5eTuzGWAqVN95D29Q2KsIrCA4OpkWLFjcMVZ84cSInT56ktLSUdevWycZwNpuN1NRUWrdpTW6PXNKj0vnnoX/y6sFX6fJJF5YcXcLXX399V8s84X+c+IWFhRETEyMPel4PpVKJ1WZDcHPDZDbzxBNPyNWw6zt+0kL45z//ma+++orKykoOHDjwc8fvOo3wzWAD1P7+eHh4UFlZydmzZzl06JB8U86fP5+pU6cycOBAFi5cSEJCAmvXrmXt2rVcuXKFyMhI9v7nP7g1MhfjDjSvqiIwMJCUlBQSEhLIyMggOTmZqqoqWrZsiVKp5KmnnuKDDz5gwIAB6PX6esOsFe+95/C7aBB6PSxdCk3Y4DnhCMlZ7VbRooW9+/fYY0FER3fn+++/Z/LkyWRnZ7Nt27ZG39cQ8YuMjKSgoACFQsGVK1eYOnUqLVq0QKvV2mXMTcDhw4fp1auX7H57+fJlOnXqxH/+8x+Z+G3evBmz2cyoUaO4ePEibm5ujBo1isrKSjQaDQqFgry8PB5++GEUCkWDVeeG0JDMU3L03LdvHz4+Ply9elW2b3bi90NTpZ5KpfKW3G2VSrvU526Ue4qieNOOX0bGAxQVfYvJdIXq6mROnRqGwZDb6Oud+G0xePBgLBYLR44ccTgeEBBAUVERoigSFBREQUEBgiA0OOcXHBzcpDlWaQ1tCKWlpdhsNgeZm4eHh9zx8/LyIi4uDq1W6zDLXRdWqxV/f392794ty+4k3MjYpaH5fwnfffcdtbW1cpfPZDKh1+v57rvvGv+POvGrQiqySfPy48aNo7CwkJMnT9ZrZtR9T6dOneQZemlWT4pcgp+cbC/bZwYdYIYQRQinTp1i0qRJDco9pUJJ3QKuNE8nCAKtWrVCFEWahzRHrVTXe389aCEoKIj27W+cl+ri4iLP88+dO1f+v+Tk5ODl5cWr617FGmG15x5iw2wzY7AYeOmHlyhVljJw4MCbn8sdjP9p4gf2QPdly5Y1KDuoWyHR6/U8+uijrF+/nurqageyo9frHSpgo0aNYvr06WRlZZGbm4ter6e4f39qb6Ddvx5GpZKq/v158cUXeeONN/jwww9ZsWIFrq6uqH/q1GVkZJCXl8f3339PaGgoTz75JC4uLkRGRrJy5Uo8e/SgupEKYjWQajajVCp58803efbZZ5k8eTIxMTHU1NTg6uqKq6srb775JqtXr6Zz585UV1ezZcsWpkyZwmOPPcb8+fNRbNiAS1MIncEAP5nfONF0qFSqX0T86mLevHn4+Pjw+eefs2zZMubPn99oNmBDxK+srAxBEPD09MRmszFo0CB69+6N0WjkwoULTTqHgwcPyvMBVquVNWvWsHz5ctLS0qioqMBms7Fo0SJ8fX0JDQ3l3Llz2Gw2hg0bhvmn61QURaZMmcKTTz6Jq6urQwj8jXB9fh/Y5/u6du1KVlYWCxYs4OLFi7KxgRO/H5oq9VQoFLd8H9ytc365ubnYbDbatGnT4M9F0Upp6U5sNkOdYzZKS/f+XqfoxHUQBMHBBE2CRqPBw8OD8vLymzp7Dhs27Kb3gslkcpCsX4+MjAwHsyz4Oc4B7MoLHx8fFAoFhYWFDX6f1WrFZrPJ6o66SE5ObnC+r6Kiguzs7AZ/VlVVRWFhYb1uqCiKFBYW3pJrtRO/HFKRzcXFBUEQGDt2LBqNRo7rkva0FovFYaRo37593HvvvSgUCiZMmEBFRYUD8cvJyUGXqENhVfzsrmkBhVHBuJbjSEpKYsqUKY3KPa83d5Ge61KkhEqlYtyIcVhtN3lOiKCqVKFSqexzh01AdXU1zz//vPzvlJQUIiMjWZe9Dquy/veZrCba/LnNzZsddzju7rP/FdCzZ0/Cw8NZt25dvZ9JFRIXFxcMBgOBgYEMHTqUI0eO1Ov4XV+FmzNnDgBTp06lXbt2bFOpMN2COYHNy4v3G5hR0Wg09eR/Hh4e6PV6Ll26xPDhwzGZTNxzzz2kRURgbmRmwApscXNj3bp1/PDDDxw/fpzMzExeeOEFnnrqKcxmMyUlJWRkZDBlyhS5OmIwGPjTn/5E3759CQ0NbZJLKQAKhZ38OXFLgrtGIQAAIABJREFUkMJ3/xuMGzcOvV7PJ598wsCBA+ncuTNLly5t8LUNEb/169fTtm1bubhRXl5O//79UavVlJWV3XQuBezzfRLxi4uLIyAggOjoaEaMGMGePXtYuXIlarWa8vJyQkNDOXnyJEajkY4dO6LT6RBFkePHj9OsWTPGjx8vZ/jdDBaLhZMnT9Zz60xJSaG4uBilUklkZCQRERENWrQ78duiqVJPQRBuyeQI7t45v8OHDzNw4MAbyP4UDUS2CCiVzqD324mHHnqIrVu3UlJS4nD8Rs6e0dHRJCUlYTabadmyJeXl5Y12/QRBwGAw3LBAlZycjKenp8OxulLP7OxsOnXqhCiKXLt2jVOnTmE0GuVNvkqlkjNPJRfnumis45eQkECvXr0aXEMtFkujG2WFQuGc9fudULeRAdCtWzcUCgXffvstZrNZ/hvV1NSgUCgoKSkhJyeH8vJyMjMzCQkJQRRFhg8fzvnz52Xid/78eTo164T7Snc8z3lCLnAUBp8ZTP8e/UlKSqJfv36UlJRw+vTpeud1vbmLdP2qVCpKS0sxGo3EDI5haPOh9WIbHGCGoJwgjEbjTYmfpKoICgoiPj5ePp6SkoJSqUTj0fBeQESkXcfGZwfvFvzPEz9ADnS/fgMrVUhcXV3lDsmcOXPYt2+f/FCWAravJ37t2rVDpVLxzDPPkJaWxrKPP2Zt9+5Yb6A7luHqCsuWcfDQITkfUILk+lWXDHh6eqLX60lJSWHixImUlZUBsGnXLmKAGo2GKn66Zzw8MLu7cx9g0mrp0qWLw+dLC7sgCLi5udG8eXP+/ve/s2nTJjp16sT48eOpqqri8ccf569//SvnFIobZWj+DJMJ6oRnO9E0qNXq/5r4aTQaHn/8cfz8/Pjmm29YunQpS5YsadDRViJ+de+FNWvWMHr0aHnGKjU1le7du8sW+3l5eTf8/oqKCk6fPk10dDRgH46ePn06YLfp7927N88++yz/93//h9FoxM/Pj7i4ODp37kxtbS06nY6kpCQuXrzIihUruHz5cpOJ36lTpwgNDcXb21s+ZrPZSEtLY9u2bfYCSVqac77vNqGpUk+z2YzVar2le+FuJX43knleunSJTp068eWXNqxWu/RJEDRoNEH4+49r8D1O/D6Q8va++eYbh+M3yvLT6XS0bt1azhSWZq9MJpMDAVQoFHh5efHNN980qnTQ6/WkpaXVm22SzF2qq6vJysqS7fILCgrYv38/a9asIT4+nuzsbLy9vTl9+jR6vZ6wsDCH0Q5RFBslfjeSeXp4eDRK7rRaLT4+Pg3+zIlfF9cTP5PJxPTp02VXeIn4Se7x165dY8+ePQwePJjU1FT69OlDdXU19957L9u3b0en02G1WsnJyeHee++lOr+aKe5TUK9Sw37o0aEHPXr0ICkpCYVC0aDcsyFzF+n61mq15OXl4enpiVKpZLxuPBhomPyZgYsQKoZSXl5+U6nnpk2bqK6u5pVXXmH58uXy8eTkZJKTkxnafCiCpX7hTWFVMCNqxs1+1Xc8nMQPGDlyJGazmX379jkcr3ujSMRv+PDh6PV6mVyZTCY5aLIupLml7Oxs3n33XVJTU8keNoz9UVGYVKoGr11RoQA3N3jnHdxnzmTo0KFs2bLF4TVqtRqFQuGwAfLw8MBoNFJWVsaoUaMoKyvjhx9+4OLFiyQpFCyaPZvZwD8UCvjkE9546imOAWPGjKlXVW5oYe/UqRN+fn74+/vLbkiiKFJaWsoSsxlDUyzwBw60xzs4cUv4NTp+AI8//jhFRUW8++67hIWF8Ze//IWFCxfWe533T4610vWdk5NDVlYWDz74oFyEOHz4MN26dZMfEDt27Ljhd8fHx9O7d2+0Wi0Gg4GNGzcybdo0AIqLi+natStGo5Hc3FzZKSwjI4MhQ4ZQVVWFi4sL69at47777sPHx0cOb28KGosf0el0nD9/nkmTJnHq1CnnfN9tQlOlnnq9Hi8vL65du9bkz5ay/JrSkb6T0JCxiyiKvPnmm7Ru3Rqr1cq//pVDZOQ6goLmEhr6d3r1SkSpvHtd5v4omDNnjuwDIKGxjp+krLg+yD0lJYVVq1ZhNBqpra3lzJkzVFRU8NRTT1FcXNyoMiE+Pp727dvXM3+ROn6bN2+mffv2GAwGbDYboijSunVrtFothw4dwmAwcOLECby8vLh8+TJeXl4OBba8vDzc3Nzqzf1B48Ht6enp9O3bl8zMTNlERIJarW5wD+LEb4O6CjZRFDEajUyfPp2ysjKKiork19XU1KBWq2Xi17JlS3r37k1UVBRms5m//OUvqFQq/va3v5GUlERAQADdunWTpZl1iXxISAhGo5GCgoIbyj3r7p+l/Y5araakpITQUDuZy0vPQ/mFkiBzkJ3oGcBD7QEmEBIFVBtVVFdVU1BQcMOOn8Vi4bnnniMiIoJZs2Zx/Phx+V5MSEhAr9dz+L3D+Gv87d/zE5RWJZ3cOzG09dBf8uu/o+AkftiraVLXry7q3ijSxahQKBg0aBDnz58HHI1d6kIaTN23bx9Dhw5FFEVWrFjBzHPnOPf+++wETAoFVQoFFYAeqB4xAg4dgnnzABq8USSp5/XEz2w2M3LkSHx8fKipqWHmzJmIooggCKzfupW1wFIPD5gxgxPp6QiCwP333+/w2Xq9ngsXLjQoJfH19SU7O5v+/fsjiiJHjhzh448/Js5i4UdB4IYiTjc3ePPNG73CiUag0Whuyc2wMYSHh9OjRw/ZOfNvf/sbR48e5dChQ/VeW3dTsnbtWiZOnOiw4T5+/Dje3t4EBAQgiiIHDx684XfXne/bvn073bt3lzcUJSUlbN68mTfeeIN//etfNG/eHKvVSnFxMVOnTqWoqIhLly4xcuRIgoKCAHvXo6kdv8by+1QqFX5+fvTp0+eGhgVO/LZoqtSztrYWHx+fWyJ+gYGBCILA1atX/5tT/F1RUlJCfn6+wxxXfn4+nTt35uWXX+bll1/m7NmzhISEEBAwnvbtPyEs7GVUqlszD3Pit8GAAQNQKBTExcXJxxrr+El5qdcTv/T0dPLy8qiosDsUrl27lt27d2OxWOTCb0PYtWsXgwcPrjcLK3X8Vq1axYgRIygrK5OdGnv27CmT1JCQEA4ePIjRaKS4uBiTyeRQYEtOTm5wnTSbzfXk9Gazmddff50hQ4Ywd+5cli1bRmxsLFlZWajVajp27MjDDz9MRETEL/gtO/FLUFfBJooiBoOByMhIAgICsFqtZP7kwVBdXY1arebq1avs37+fmpoahg4dKsd+7Nmzh5qaGiZPnszEiRMJCQmhuroaQRA4e/as7AJ75coVBEGgR48eJCcn07dvX1k2KqEhcxep2WGxWLBYLERERFBWVsa+ffvwxpv2x9rDh8BGeDH8RXgbtAe1dIzoSF5eHqIoNlickPDll18iCAKjR4/G1dWV6dOn88UXX7B//36Ki4sJCQkhPTGddvvboUvR0SWgC90CuqHer+bQ3EN/iEKFk/j9hAcffJC0tDRSU1PlY3WHYeuaYfTv319emBuSeUqIiIjAYDDw1Vdf4efnJ1fs3jl+nDGCwKLHHmNWy5YMAoKB9VOmQK9e8vvHjBlDfHy83H0BZHfDuou7u7s7oigyefJkFAoFSqVSJgu+vr5y69zLywuArKwsRFFk8ODBDuebnp7e4KyTKIpcuHABi8XC8ePHeeSRR3jwwQf5+9//jlar5YWOHTmmUFANjrJPd3fw8IDNm+GnjBQnbg1Sl+zXwJw5c3B1deXdd9/Fzc2Nd955h6effrqe1O564jdt2jQ2btxIWFiY/ECw2WxERUWhUCg4ceLGVvJ15/vqyjwBOaD12WefpV+/fmRnZ8tEslevXrzzzjt4enrSt29fecNzqx2/641d4uLiKCwspLS0lHvuuYfU1FRnx+82oalST71ej5+fX6NOhA1BEIS7Tu559OhR+vTpg0qlkrt8bdq0wWAwcPbsWV599dU/xMbjjwpBEOSun4SGQtyv7/hJkQ7t2rWjtLQUNzc3EhMTCQsLQxAEsrKyuHr1KlqtttHv3rVrFzExMfUUIh4eHhQXF5OQkMDIkSMpKyvDarViNptp3769Q1FbUl4MGDCg3jrbWIEsJSVFJgWALAuMj48nMTGRxx9/nBdffBE3Nzd27tzJpEmTmDJliuwU6cTvg7oKNpvNhtFoRBAEpk+fjlqtZuPGjcDPnhWJiYm0atWKkydPMmTIEEJDQxEEgR07duDj48PixYvp0aMH6enp7Ny5E1EUyczMlKWkx48fB3CQe06ePLlBd8+6Hb9vv/1WnmfVarXodDqKi4tJSUlBoVDYcygrgHPgetkVzPZCQ0xMDJWVlXTs2LHRNbKqqopFixYRHBwsqyoefvhhli1bxtixY1Gr1SQkJJCTk8OJ+BOs/stq0ual8aj1USaETsDX2/fX/JPcNjiJ30/QarU8/fTTDl0/6UapO+MH9gpacHAwq1evbrTjB/aqXrt27YiNjWXgwIEcOHCARx99lNjYWJo1a0bKpUukazScAsqB/fv3O7zf09OTYcOG8f3338vHGpJ6SllqgwcPZvPmzVitVqxWq3zxS9VjifhduXIFDw+PerMAjS3s586dw93dnb/+9a+89NJLLF68mPz8fFxcXAgICOBabS1/UiiY7OvLZldXajp0gHvvhXfegYICGD78Zr9+JxqBVqv9VTp+YI8aKSws5MyZMyQlJTFp0iT8/f3rOdFJ8yenT5+muLiYPn368P333zN8+HA8PDwQRZGcnBy6d++Or68v+fn5jXZtysrKOHfuHFFRUbIEeeLEiYB91u7atWu8+OKLCIJA586dsdlsvPbaa/j7+7N69WpSUlLo16+fg+tYUzt+eXl5mEwm2rZt63B8+/bt9O7dm5YtW1JaWopOp3MIkXfi90NTpZ61tbX2teYWOn5w9835STLPnJwcucu3YMECsrOz613HTtyZmDVrFjt27JDlcw2FuAcEBFBbW0t1dTVt27aVzdkEQUCpVBIaGsqZM2cICAhApVIREBBAfHx8o8QvLy+PoqIioqOjGyR+58+fZ8yYMQQFBcnEz2q14u3tTVVVFSqVioKCAu69916KioqYMGECV65ccVhnU1JSGnTtlGSeZrOZf/7znwwbNownn3ySnTt3EhISwokTJ9i1axd5eXmYzeYbBms78dtBUldoNBpEUaSmpgaAadOmYTQa2bdvH5WVlQ7Eb+DAgWRlZREVFSVLLuPj4+WCQNu2benXrx+bN2+mWbNmFBQUyNf9tWvXuHLlikz8oGEVG/zc8SsrKyM+Pl4uCPr7+6NWqzl+/DguLi6UlpbKjQlBEDh58iRgd6IdNmwY3t7eN5zve+uttxg2bBgZGRn069ePpKQkHn74YVQqFd7e3vTt2xeVSsWMGTMIDw9n9OjRAKxYseKuz+6rCyfxq4O5c+eybds22fSioRk/sG9YO3TowGeffXZD4hcaGoqrqytXr15l0qRJnDhxQr6QzGYzx44dw2azyRfy9TOGUP9Gkdy26i7u0jB5UVERs2fPRhAEjEajnAEonbtUkautraV169b1vquxhf3w4cP06dOHo0ePcuDAAbp27Uq/fv0wGo2yjMQmihw2mZguiiiTk+2S1blz7R0/J34xfk3ip9Vqeeihh+jQoQNLly5FEATef/99XnvtNYqLi+XXSdXoNWvWMHXqVA4dOkTbtm0ZPny4LBNJT0+ne/fuaLVaBEFw6JTXRVxcHH379kWj0bBhwwZGjBghFyDWr1+P1Wpl8uTJgJ3QPfPMMxw5coTmzZvz17/+lSeeeAJfX1+HgNmmdvyOHj1Kv379HKp/FRUV5OTkMGDAAHr27Omc77vNuBWpp7SBvhVIc353Cw4fPkxeXh4RERFUV1eTmprKG2+84ezy3UXw8fFh3LhxfP3110DDUk8pyy83NxdBEOjbty/Hjh0jNTUVpVJJQECA7LSoVCoRBIG4uLhGQ6l3797NiBEj8PDwaFDqeenSJWbMmIGPjw9lZWVYLBZCQ0MpLS2lpqYGrVZLTk4OkZGRcmSPh4eHg5qpMannkSNHCAkJITo6mqNHj5KcnMyjjz6KIAjYbDaeeeYZJk+eTEhICD179rzrrfDvVkhkShAEFAqFTPzCwsLQarW0bduW2NhY9Ho9Hh4enD17Fj8/P/r3749Go8HPzw+r1YqHh4ectXf+/Hk6duxIREQEFRUVWK1WLl26hIuLC0FBQcTFxTkQv+joaCorK8nIyADqm7ts3ryZYcOGyddIcHAwSqWS48ePy/tstVot/38k4qdUKnFxcUGr1TY633fp0iU+/vhjZs6cib+/Px9//DEjR45kwYIFPP/88/Ic4qpVq8jPz5cL4unp6Vy9epVhw4b9un+Q2wjnHVgHPj4+zJo1i/fffx+wX4yS1LMu0bLZbLRo0YLq6mpOnjzZqNQzLCxMrvBJBizbtm1DrVZz7NgxKioqKC0txd3dPpQv5aPUxf3338/Ro0dli2i1Wu1A/ERRZN26dQiCwPz582nWrBk6nY62bdtis9mIjo6WbzJ/f3/MZjM2m02W3tVFYx2/jRs3sm3bNrZs2cLQoUMZMmSIPKx95coVKisr6dmzJ71796Z9+/aNPpycuHW4urrWG9b/b/DEE0+QkZHB9u3buXz5Ml26dGHatGm89NJL8mskq/E1a9Ywbdo01q9fz+TJk4mKiqK2thZRFOVNQGVlJVarlcOHDzf4fdfLPGfMsDtiSbl97u7u8kKem5tLp06dEASBM2fO8MYbb6DT6dDpdA4Bs03t+DVkOPDuu++iUCiorKykV69ezvm+24ymSj1ra2sJDAz8Q3f80tPTOXbsGF9//TXz5s1rdN7aiTsfc+bMYfny5dhsNpn4eXt7YzQa5Q23tM7Cz3N+q1atIiYmhqqqKtzc3CgsLMRisVBdXc2xY8ca7fjt3r2bkSNHolarsdlsDvdUcXExBoOBoUOH4uPjQ3l5OVarlcjISIqLizGbzbi5uXHu3Dlqampwd3entrbWobhWWlpKWVlZvWxJo9HIrl275LGBHTt2OLxv1apViKLI5cuX5TlzJ24P6qorlEqlQ36ip6cnKpWKzz77DL1ej7u7O8XFxVy7do2hQ+1mJoIgEBYWRmBgoLwnOX/+PImJibz44ouyQ7xSqaR58+ZysaJt27aUlpZSUlIiyz2v7/pJxG/9+vVMmTIFm82GSqWSMyilfaYoitxzzz0oFArUarW8v27ZsiWXL18GaJT4/f3vf2fOnDkcOnSI0tJSEhMTSUlJYdasWZw9e9YeFN+8Oc888wzdunXj3nvvBezdvpkzZzrMId7tcBK/6zB//ny++OILKisrG+34Sbkjs2fPZsOGDY12/EJCQsjLy6NFixasX78eV1dXYmNjmTBhAhEREXTt2pWqqir5ZlSr1Q5D4WAnjDExMbLcU+r4SVW9hIQEOeIhLS1Nngds06YNtbW1zJgxg/z8fARBwMfHR+4q/ulPf3L4HpvNVm/WyWAw8Pjjj8uL+cWLF/noo49YsmQJVVVVCIKAv78/SqUShUJBeHg4PXv2/G9+/U5cBxcXl1+V+LVv355OnTrRp08fPvzwQwBee+01Nm/eTGJiImDfkEh5O5GRkXz//fdMnjzZntv40wJ94MABWrRogVqtRhRFdu/e3eD3ScYueXl5pKWlcd999wHw3XffoVarCQwMlF+bl5fHxYsXUavVuLu7U1ZWRmVlpZzjJ8221tbW4u/vf9P/6/XGLkajkY8++oiuXbuSmJjo7PjdAbgVV8/g4OBbmvEDe8fv9OnTTfqO2wWr1co///lPunfvjkql4vjx4yxbtqyeU7QTdw/69u2Lq6srBw4ckImfIAgOck9JUg924nfkyBFWr17NU089RXZ2NmazmfPnzyMIAhUVFZw/f14uktWF2Wzmhx9+ICYmBkEQcHV1dShU79u3D3d3d1QqlezoKIoi/fr149y5c4D9PjSZTCQmJtK6det6xbVTp04RGRnp0K2TimZms5lTp07xyCOPOHSmq6qq+Nvf/sbrr7/Ovn37sFqtzv3BbUTdtValUjnkonp4eHDmzBnKy8upqqrCbDbj6elJXFycTPwAeQ9QVFSEzWYjOzublJQU/vznP9O6dWvZX6JNmzZUVlYSFxeHQqGge/fuJCcnA3YV2/r16+XrUDo3SeY5evRoueHi4uLC6dOnCQwMlM9XGmNSqVTyGNPgwYPJz8+ntra2QalnSkqK7D6+ZMkSxo4dy9atWwkODuby5cts27YNhULB0qVLMZlMvPfee4DdYCY2NvYPJfMEJ/Grh7CwMGJiYvj8888bnfGTZGcPP/ww8fHxjT6gq6urMZlM3H///Wzfvl224n7qqacA+9Cr1AkEO9FqyGWxrtxT2mhLC/uaNWvo0aMHFosFq9XKwoULZVcuQRAYOnQoer0ehUKBj48PsbGxAPUkndnZ2fj7+8t5ZwkJCYSFhfHNN9+g1WpJT08nKCiIXbt2YTabCQgIwM3NjZycHCZOnEhWVhZms9lZ0fuV8Wt3/ABmz55NZWUln3/+OdXV1Xh7e/P666/z9NNPY7PZ5Er0tGnTOHjwIG3atJEHu3v37g3YB/gFQZA3q/Hx8fVs80tKSrhw4QI9e/ZkzZo1TJw4Ea1WK8/xPfzwwzKBM5vNFBYWsmbNGiwWC5999hlvvfUWFy9elDt+CoWCy5cvExwcfFPpW3V1NWfPnnW4HletWkVAQAB9+vSRswidHb/bC0lVcTNIHYhb7fh5enrSvHlzsrOzf+kp/qY4ffo0nTp1YvHixXTr1o2//OUvzs3xHwB1TV7qSpQbCnEHu5FVWloazZo1Y9CgQeh0OoxGI8nJybJ7cps2bRrMwzt+/LjciQFwc3OTC8OiKLJ161aHboWkMGrfvj3nzp1DrVZjMBjo2bMnJ0+epFevXly6dKmesYu0ZzCZTLz66qvExMQwcOBAxo4d65D3J2Hx4sUMHz6cnJwchg8fTnp6unN/cBtRV1Z/PfETBIGoqCiioqKoqKiQXToLCgocno+hoaHU1taSn59PdnY2Wq2W0aNH4+npKc/2CYJAYmIiRUVF5OXlUVxcXE/uWVNTIyvRpPPZvHkzw4cP5+LFi4B9NEWpVHL69Gm5uRIZGUl2drbsWC+5d95///3k5uZSVVVVbxZaFEXmzJmDRqMhJSWFwMBAFi5cKO8hli1bxn333UdwcDDHjh0jOjqaPn36ALB3715atWp100D4uw1O4tcAnn/+eZYtW4ZCoWh0xk+hUNCsWTNZLtEQ9uzZI1f5pJw9pVIpB1l36dIFi8UiVy3MZnOD1vijRo0iISGBoqIieR5Qr9djsVhYt24d6enpqFQqWrduLev0MzMzZTcwhUKBIAj4+fnJnZnm12XqSdI9g8HAvHnzZI3/smXLGDRoECqVilWrVvHvf/8brVbLtWvXcHFxwWq1EhAQwMSJEzl16pRzYf+V4erq2mj47S/FhAkTOHv2LL169WLFihUAPPLII5jNZmJjY/H398dgMDBu3DhZ5ikhKioKtVpNeXk5JpNJDnI3mUxcuHDB4XsOHTpE//79UavVDjLPDRs24O7uTnh4uGyqcunSJXx9fUlISECtVvOnP/2Jf//73+zYsQM3NzcH4teU+b7jx4/TrVs3WRpls9l4++23CQkJoVmzZrRs2RKbzUZJSYnTNOM2oikdP6nQ9UuIH9yZck+z2cwrr7xC9+7dKS0tZc+ePQQEBNRzWnbi7sWMGTPYu3cvJpOJqqoqTCZTgyHuYF/n3d3dZafB6Oho/P39SUxMJCgoCJVKhZeXV4MOz5LMU0Ldjl9CQkK9URVpwxsYGEhhYaFc2G7Xrh1Wq5UePXrUI37S/iApKYmoqCiSkpJITk5GEIQG8/uysrL44osvePPNN4mNjWX8+PFcvXr1psHaTvx2qCurV6lUsuQY7M/HcePGUVRUhMFg4OrVq9TW1jJo0CCHokFoaChFRUVERETIKjTJpfvcuXNYrVZ0Oh0LFy7EYrHQrl074uPjHYifIAgOck9JQfftt98yefJkVq1aJZ9vcXGx3GEEu3GS5Cpus9koLS0F7Aq2c+fOERAQ4CCHNpvNzJo1i8TERF555RVZzdexY0cAysvL+fLLL+VYE0EQGDdunPz+P5qpiwQn8WsAvXr1ol27dhQUFDQ64ydJHgYNGkRubm69bofNZmPdunUEBweTnp6OxWLh2rVr6HQ6eeHt0qULZrMZf39/+VheXp6sVZbg7u7OyJEj2bRpk0PH7+DBg7i4uFBVVYXFYmHGjBmsWrWKTp06UVVVRXBwMHv37pWdGK1WKzU1NbI0sy5SUlLw9/enXbt2fPnllzz11FOcPn2anJwc+vfvz44dO1iwYAGRkZGoVCoUCgUmk4kOHTrIJiCZmZlO2dyvDDc3tyZ1RG4FLi4uzJw5k2bNmrFs2TKsVisKhYIPP/yQ//f//h+7d+9Gq9WiUqn4/vvvmTRpkvxeKYhdyuzp1q2bPNMZHx/v8D3SfF9aWhrl5eUMGDBA7vYtWrSIkpISmfhlZmZSVlZGQEAAnp6eeHt788gjj6DVatm9e7d8zzV1vu96mefWrVvx9PTk6tWriKIoyzy7du3qNBu4jWiKuYtk6y1tVG8Vd5rBS0pKCp06deLtt99mwoQJXLhwgQEDBnD06NF6we1O3L3w8vJiwoQJrFixAn9/f4qLixvt+NXW1lJVVSUrbnr37o2HhwcXLlwgICAAb29vDAaDQ5dGwq5duxolfqtWrWLmzJkYjUb5PpPIY3BwMDU1Nbi5uck/9/HxoU2bNvUKbMnJyRw7dkw2w9iyZQstWrRoNLj9ueee4//+7/8wm82kpqbKRfI/0pzU3Ya6RTa1Wl2P+MXExJCSkiKbA5pMJgYOHOjwGWFhYZSXlzN8+HC2bt2KyWS59vWnAAAgAElEQVQiJiaGwsJCB1OhuXPnolQqyczM5Ntvv3UgfoBM/Gw2G4CcDT1q1ChWr16NUqlEFEVyc3Np1aoVZWVlCILAgAED5DxLo9HIqVOnALuyIycnx6GIm5aWRnR0NJs2bWL58uU88cQTHD161CEa6pNPPmH06NEcO3aM4uJiunTpIrvrl5eXs3PnTh544IFf889wR8C542kECxcuJCsrq8Ecv7pGE6GhodhsNnu2SB0cPnwYX19fIiIi2LNnD76+9vyPyspKeahWIn4eHh5ylUKlUvHQQw/JN4SEqVOn8u2338rEr7a2luXLl8uSzsDAQDIyMoiMjCQ/Px+1Wk3r1q05ceIE3t7esh77eqcusD8IVq9ezYoVK7BYLBw4cIAlS5agVqs5cuQI3t7ePPTQQ3z88cccOHCAqVOnYrFY0Ov1zJ07l5KSEnQ6HW3atGl03tGJX4bfouMHdpOXPXv24O3tzbZt2wB7lTkmJoYXX3yRVq1asW3bNlq3bk1YWJj8vqioKEwmEzabjbS0NLp3747RaMRisdRzpZXm+2JjY3nwwQdRKBSsX78eT09PRo4cKRM/URRZtGgRnp6eDBgwQA71FQSBiIgIDhw4QF5eHoIgNLnjVze/TxRF/v3vf/P8889z7tw5rl27Rq9evZzzfXcAmmLuImWlBgQEUFJSUm9tvBm6du1Kenr6f3OavwqMRiMvvvgi/fr1o7i4mA0bNrB69Wo8PT1JT08nMDCQgICA232aTvyKmDNnDp9//rkcRdJYx2/Lli107NhRLlD07t0bo9EozzkFBARQXFxMdXW1w4a9qKiIc+fOOYSnS8TPbDbz7bffMn36dNzd3amuriY/P19+nnh5eclFP1EUSU1NRRRFwsLCHDp+R48eJSMjg4KCAk6dOsXMmTMRBIHS0lJyc3PrSeV37drFmTNnePbZZ2WJf1pamlPCfJtRt8im0WgciJrNZsPNzY2xY8fK8/QKhUJWo0mQjF3GjRtHUlIS3bp1Q61Wk5ycTOfOnQGoqanBx8cHlUpF79692bBhAyUlJVy+fJnKykrAfn3r9Xo5iqy0tJRhw4aRnJyMp6cnrq6uWK1WeTZW2nOnpaWh0WhkYmgymeS9+LVr12QV3euvv87QoUPp0qULvXr14pFHHgEcDd8MBgPvv/8+zz33HDt37kSpVPLJJ58QHx/P5cuXWbduHTExMfLe/Y8EJ/FrBCNHjpQXw+tn/OpmihkMBiIjI+tloa1evZoHH3wQNzc3BEGgvLwcnU5Hjx495MBrKcBUpVLJc4KSscYjjzziUAm/7777+PHHH7HZbIiiSGVlJZs2bSImJgaTyUTr1q3Zv38/M2fOJCEhQY6cyMrKwtvbG1EUOXXqlJzdIyEhIYH27duTl5fH6NGjOX/+vPwQMRgMJCUlsXjxYlauXMmHH36Ij4+P3H1RqVRkZmai0+nYsGGDU+b5G8Dd3f1X7/gBdOzYkfDwcO69917effdd+fg///lPUlNTCQ8PZ9euXQ4yT7DnT0mxIAkJCYSHh6PX6/H29ubAgQPy64qKisjPz+eee+5h9erVTJ8+HavVyj/+8Q8WLVqEIAiUlJTg7+/PBx98wJUrV3Bzc6NFixYOciCj0ciCBQv4/vvvsVgsXL58+aYdP6kQIxG/I0eOcO3aNSIiImjdujUpKSn07NnTOd93B6ApUk8pMketVqPT6WR5T1NxJ0g9jx8/TseOHfnggw8YNmwY58+fl6N94Of8Pif+WIiKikKn06FSqeoRv8DAQMrLy9Hr9axcuZJHH32Uo0ePyoqEq1evotFosFqtcrdbp9M5FJn37t3LkCFD5BEQ+HnGb/fu3bRv357WrVvL7oi7du2S56Ik2bQ0z3X69GmKiooIDQ3l0qVLBAQE8NJLL3H//ffTsmVLtm3bRlBQkPw9x44do3fv3g4eByaTifnz57N06VK0Wi2rVq1ixowZJCUlOfcHtxl1i2wajcZBxSbtaadPn+6wv5We9RIkV/k+ffpQU1MjO3YnJSXJkmSNRsPFixdp2bIlZrMZlUrFxIkTCQsLIyUlBbAXdadMmcL27dsBKCwsZMqUKcTGxjJ8+HDc3NzQ6/V4eXnJXXFfX18OHTqEr68voiji4uKCRqNBoVBgMBjQ6/U0b96cvn37cujQIQ4dOsTevXtZsmSJTA7rEr9vvvmGHj16cPLkSfR6PYMHD6Zfv35MmTKFr7766g8r8wQn8WsUCoWCTp06sW3btkZn/MC+KenRowfff/+97KhpMpnYsGEDDzzwACUlJXh7e+Pm5oZGo6Ffv34cO3YMQA5rNRqNchW7rKwMb29vrly5wowZM+TqnKurK6NGjaKgoACr1crevXtxc3Pj6NGj9OjRA61WS15eHqIoEh4ejsVioVu3bhQXF8sdvrNnz2IwGGjZsiUGg4Hnn3+e4cOHU15ejru7Oxs3bsSjTu7eli1bsFqtvPfee3h4eHDw4EGWLl3K2rVrUSqVzJo1i9WrV/PYY4+xadMm58L+G8Dd3f03cyScPXs26enpXLx4kR9//BGwyyNCQ0M5d+4ciYmJ9YgfIC+ccXFxKJVK2rZtK+vxpc3EwYMHGTBgAMeOHcPHx4euXbuyYcMGPD09ZUfZkpISKisrWbx4MdHR0XJ1T+r4gb1DPm7cOIKDg9m3b1+TpJ4ZGRk0a9ZM7p689dZbLFiwgLS0NCIjI2VjF2fH7/ajKVLPulmpzZo1u2W5Z0REBHl5efWCrX8P1NbW8txzzzFs2DBKSkr47LPP2LJliyxxluAkfn9MSCYvRUVFXLt2jaCgINnVU6FQ0KpVK5KTkzly5AiPPvooWq2WCxcu4OnpSWhoKNXV1ej1ejw9PbFarfj5+TkYwO3ataueQ7fU8ZNIF9hdG6urq9m5c6dM3jZu3AjY11i1Ws2gQYPw9PTEzc2NvLw8pk2bRkZGBi+//DKDBw+uZ6h15MiRetfshx9+SOvWrRk9ejSpqalUVlYyYMAA2UXZiduHukW2hjp+CoVCjjBo27YtGo1Gnq2ToNfrEUWREydOIAiCnMkrOXbabDZcXV1JS0ujc+fOnDlzhr59+/Lcc89x8eJF1q5dK3/WlClT2LFjB1arlbKyMkaMGMHGjRvp1auXbG7k5uZGZWUlgiDQvHlzUlJSaN68uTzjJ40uSXmYy5Yt44knnmD37t2sXbuW4cOHy9ddbW0t6enpREVFYbVaefvtt3nyySd58cUXEUWRN998E7Dviz799FOys7Pr3Vt/FDiJ3w3Qrl078vPzuXz5cqMzfpK1/H333ScPpe7du5cOHTrQqlUrzpw5Q1FREXq9npqaGjp27MjRo0flz5KGbA0GAyqViuLiYi5dusRXX31FZWUlU6dOlV0dp0yZQm5urmzz3K5dO6ZOnYooihQXF9O5c2e+/PJLJk6ciCiKBAUFYbVa5XZ43759MRgM+Pn50alTJ7788kv69evH8uXLiYqKcljYr127xrx58+jXrx/jx49n0qRJDBgwgDVr1qDT6YiOjmbgwIHo9XqefvppsrOzCQ8P/z3+LP9T+C2J36RJk0hMTGTGjBksXboUsLvEPvvss7IRUV2ZpwTJ8SorKwuwO8TW1NTg4uIi5/lJ832xsbFyt++1117jtddek6+zgoICvvzyS5YvX86FCxfo3LkzFy5ccOj4VVVVodPpGDFiBGfOnCEzM/OmUs+6Vb3MzExOnDjBQw89xKlTpwgKCqJly5a4urpy+vRpunbt+t/9Ep34r9AUqWdd4te8efNbNnjRaDS0a9eOzMzMX3yevwRxcXF07NiRFStWEBUVRWZmJg8++GC9DbQoisTHxzuJ3x8U06dPp6ioiKysLIeOH9gVPqtWrWLMmDF4eHjIeX5gj3iw2Wxcu3ZN7sK4ubnJxM9ms7Fnz54GiV9JSQk7d+6UC3eenp6Ulpayf/9+ueN34MABVCqVHOjdrVs3QkJCeO655zAYDLzyyits2rSJixcvNqiMOHz4sMN8X2FhIW+88QZLly5FEARWrVrF9OnTqampIT8/XzbUcOL2oC7x02q1DTYzpEinyspKTCaTLEWWcPnyZTw8PFi+fLncJQZ7x+/KlSsEBQWh1+tJS0vjnnvuQa/X07NnTyoqKnj66af56quv2LVrF2D30jCbzej1epo1a0ZcXJw8c6/RaLDZbJSXl8vn3qJFC3Jzc+V9rcFgwN3dHYVCwdixY7Farezfv5/Zs2dz5coVPvroI15//XX53E+ePEmXLl1wc3Nj06ZN+Pv788MPP+Dt7U1gYKCcQ9ijRw+sVqtsTPdHhJP43QAajYahQ4fy3XffNdrxk+ZPJOtmURRlmefx48dxdXWlvLycwYMHM2TIEPR6vSzFBHvVr7i4GBcXF7RaLRaLhaioKH788Uc2btyIKIpMmDABg8Egz0XV1NQgiiJXr15l8eLFsm1+s2bNuHDhAr169QLsLkseHh7yg2Po0KHYbDb27t1LcXExb775Jrt3766n06+srGTkyJH4+fkxb948FixYQFlZGTNnziQtLY2SkhIee+wxDh48SEREhJyPcifM0fzR4OHhgdVqrWce9GvA1dWV6dOnY7FY2LlzJ1lZWWzdupVp06YRERGBXq9vsEsSFRWFUqlEr9dTVVXFgAEDqK2tRa/X88MPPwD2jl///v357rvv5BB4Ly8vYmJiAPs9dOTIEYYMGcKf//xn2fL73Llz9Tp+Op0OjUYjx4bU7Uo3hLrGLm+//TZPP/00rq6upKSkoFAo6NWrF2fPnqVVq1aytbkTtwdNkXpKayzgYI1/K/g95Z5VVVXMmzePMWPGUFZWxuLFi9m/f3+jneq8vDwsFovTXfYPCk9PTyIjIzlw4ECDxG/nzp1yZ64u8YuOjsbT01MuPEv5ZYmJiRgMBk6dOoWXl1e9UHWJHA4ePFjuLHt4eHD8+HHCw8PlzWxGRgaurq4IgoDJZMJisZCVlUVaWhrt2rVj2rRpCILgEOUgwWQykZSUJBcBAV566SVmzZpFhw4dsFqtssQ/JSWFLl26OHMpbzPqqisaMyyU9nJS/vSePXscPiMvLw9fX1+2bNmCh4cHcXFxlJeXU1hYKEc3iaJIYmIi4eHheHl5ERAQQFxcHA888ADBwcHMmjWLrVu3IggCo0aNwmAw0KpVK7lIXFJSIudES34YoigSHBxMZWUl/v7+2Gw2fH19sdlsGAwGunfvjkajka/Tl19+mTlz5hASEiKfuzT3L838z5gxg6+//porV64wZswYh9+F0WikoqLit/lD3AFwEr8bQKVS0b9/f44cOSIPpfL/2TvzgKrq/P2/7s4OssqOCrgriFspaoqmLZZbLqmtWlnjrzGzvs5M28xU05RNztSM1TS5ZW6p1eCWGwqYCyCgogKyyg7C5QJ3O/f3B3M+wxVELSun7vOfcM+9x8u5577f7+d5Pw/25i7yNHr06NFYLBb27dvHv//9b+FaFBgYiEKhYP78+SQkJHDixAm8vLw4d+4c0Nr4VVVV4e3tLRyvQkNDOXToEDqdjk2bNuHq6sp9992HJEnCoVOhULBy5Uo8PDwoLi7G09OT/Px8FixYQHl5OdA64QgODhaFkhzYHRERwYkTJ3jiiSfEjV1u/GQb/2HDhlFTU4PJZGL9+vVMmDCBd955h4iICFxcXBg8eDBffPEFv/3tb3nnnXcIDAxkzZo1P0iD8kuGzHT8EHt+0GryIkctPP/88wwePBgfHx/Onz+PSqXi7bffbneMfHOH1mZ/8ODBqFQqIiMj2bt3L+Xl5ZSVlVFSUsKAAQMICgritddes2P73nrrLZqbm1m2bBmSJNHQ0MCUKVMoKioSBbDNZkOv1+Pu7o4kSeLnsiTjapBv8CUlJezYsYOnnnpK7LjW1dWJ/T6HzPOnx3eRen7Xxu/HGEzt2bOH3r17s337dnr27MnJkyd56qmnOs2dPHLkCPHx8dfMpnTgfxcTJ04kLS0NFxcXcV+D1oasqqqKcePGAfaN39ChQ7FardTX11NZWYmbmxs1NTX06dOHY8eOdSjzhNaBXlJSkmgmobX5PHz4MJMmTRK5weXl5eh0OpydnVGr1fztb39j9OjRLF26VCg9JEnqUBKflpZGVFQUHh4eAJw8eZJ///vfvPTSS0BrlI+fnx99+/YlLS3NIfO8BdBWXeHk5CSuA/hvTdu20RswYABHjhyxq+mKiopwdXXF2dmZfv360dzcTGJiIv369aOqqoo77riD6OhoMjIyiIqKQqFQ0NLSQmZmJhEREZSVlbF161Yef/xxvvjiC+Lj45EkiYCAAPbu3cv06dMpLy+noqJCvK78/a9QKISpELQOhVtaWvDy8sLT01O442dkZLBz505efPFFu/+/rAQ6cOAAer2exMREhgwZgo+Pj11I/YEDBwgJCSEtLU3Isn9ucDR+nUClUqHT6bj//vvt9kraLr82NzcLA5eFCxfy6quvctttt+Hj48PmzZvJzc3FarUyadIkxo8fz969e+1u7kqlkoqKCgICAsQ+X1NTk5BzyBlo/v7+xMfHCztnFxcXpk6dCrQ6Io0aNYrc3Fwef/xxIcHLysqiZ8+eorCSafPk5GQ7VkXO6LFYLMyZMwd/f3+eeeYZXFxcWLZsGRqNhqioKHx9fTlz5gxms5mzZ88SGxvL7Nmz0ev1REVFYbVa7WSsDnx/yCGmbW/SNxP9+vUjPDycfv36sXPnTqZMmcLBgwfp1q0bNpuNd999t53cw93dXbhxnjp1in79+mG1WunXrx8FBQXs2rWLUaNG8fnnn/Pggw+yadMmvLy8GD9+PNBaFPzlL3/B3d2dwMBAUlJSUCgUeHl5ERISIowKDAYDzs7OwsHLYDDg6+vL8ePH2bp1a4f/n/Lycurq6ujVqxfvvfceDz30EN7e3pSUlKDRaDh79qyIcnAYu/z0uFGp53fZ8YMfnvG7fPkyjz76KHPmzKGxsZFf/epXpKSkXJf83SHz/PljyJAhqNVq9uzZY8f6FRQUEBISItiwmJgY8vLyaGhooH///hgMBlxdXSkrK8Pf31981x86dKhdfp8MSZK4ePEi99xzj/iZm5sbx48fZ9KkSYLpkZ0/m5ub0Wq1TJkyhYkTJ9oZaOXn59OlS5d2zoZtZZ42m43Fixfzhz/8Qex8tc1tPXnypGP//xaA7N4qG6O0rSlsNhv19fWCkOjduzctLS00NTUJ+ScgdqW9vb2JiooiISGB7du3ExYWhlarZejQocTFxVFWVkZoaCh6vZ7s7GwGDhxIWloavXv3RqvVsmvXLhYtWiTMXS5evMjYsWPp0qULJ06cENefQqHAz88Pm81GRUUFXl5ewo9AHpRptVrOnz9PaGgoNpuNpUuX8tJLL4mhBLR+JlJTUxkxYgRvvfUWEydOJCcnRzxX21pg9erVPProo8yYMYN//etfP8Sf4ieHo/HrBLIMacGCBdTX1wvW78odP1mG9NBDD3H06FEmT55MamoqSqUSX19fXF1dqampEROQHj16CIMXaG3uvL29xQcxPz+fCxcuCKpZrVbzwQcfkJubKzLTQkJCUCgUFBcXY7FYcHd3x9vbm5CQEM6dO4dSqaSgoIDDhw8LWen9998PgK+vr3htg8FAYWEhvXr14sknn0Sv17NmzRpSUlKwWq0MHjyYnj17snbtWtzc3Jg6daqdU6NCoaBnz55UVVWxcOFCPvzwwx/yT/KLg5yZ11Fw783CwoUL2bp1K5Ik0djYyObNm3nggQcICgpi3rx5PP/88+2OkR0zk5KScHJywtPTE7VajZOTE5s3b2b48OHs3buXKVOm2Dl5VlRU8OCDD/Kvf/2Ly5cv4+PjwxdffEGXLl04f/683X6fLPOE1s+cXq8nLCyM1atX8/TTTwtmuy3knJ6GhgY++eQTfv3rXwOIzD6HscuthRtx9YTvtuMHP2yWn2zFf/DgQQICAjh48CD/93//d93SNoexy88f/v7+dOnShVWrVonGTzbJkL/TobUWkJ2/NRqNGNDW1NQQEBCAyWRi0KBB7Nu3j5MnTzJ69Oh2r1VYWEjfvn3tYptkpmTo0KGCbQSor69HqVQSHx9PRUUF3bp1s4ty6EjmCfZ71J999hlGo1FY5jc3N7Nt2zZmz54N4GD8bhHIu5xWq7WdU70kSRw5coQhQ4YAMHv2bE6cOEFgYKCdY31hYaHIt46MjCQhIYFvv/0WJycnTCYTAwYMYODAgWLFSK1Wc+LECUaNGkVSUpLI84uNjWXv3r188cUXqFQq8vPzRRB8VlaWWFfq2rWrkCafPXsWo9FITU0N0DrM8PHxQalUUlRURHR0NLt27aKkpIQFCxbY/d9zcnLw8vKioqKCrKwsEhMTGTZsGBMnTqS2tpbIyEigVab/5ZdfMmfOHBYsWMDHH398w/FB/wtwNH6dQJYhybr4jz76CGjf+LXNrlMoFDQ0NIjMPavVSvfu3YXr0Pjx42lpaRHMmKxdVqlUwjr33LlzDB06VBhlQKtmedKkScLoRWbvPvzwQ5ydnTlw4IBY2s7LywMQoawKhQIXFxcqKyvtbJ+hVarXu3dvXnnlFTIzM9m2bRs6nY6PP/4YjUZDbm6uyF07deoU3bp1o1evXuzfv59p06aJ1yksLGTMmDF8+eWXwt3Uge8PufH7oRg/aDUNSk5OJjY2llWrVrFt2zZmzJhBeHg4kyZN4tixYyLUVIbM3n377bcAhIWFUV1dLXZYjUYj48aNY/fu3Xh7ezN+/HisVitz5szhkUceYeTIkaJR3L9/Pz169Ohwv8/d3R1AyEGDg4O57bbbeOyxx1i4cGE7abFckPzjH//g7rvvFhr/jIwMQkNDCQkJwd3d3RHlcIvgeqSeN2PHT3ZIlIuGm4GqqirmzJnDE088gclkYsaMGSLb6npRW1tLUVGRYwjxM4e/vz9Wq5XDhw8L1+7U1FTc3Nyorq62e2xbRdDIkSNpbGxEqVTi7u6Ok5OT2NcbOnRohzvK586dE0YVMqqqqoiKikKlUgn5mtwIaLVaQkJCKCgoaJfhJ6uB2kIO25bP7YUXXmDlypWiJvr666+Ji4sTAfGycZcDPz3k+62zs7OoJaH1+/XgwYOiQZ87d64wUdmyZQsNDQ3YbDYKCgro27cvNTU1ovErLS2lsrISb29v3Nzc6NevHyqViuzsbKKjo7l06RJDhgyxa/wAgoODUavVwp1TjhO7fPmyqHd69eolzAkLCgqIjY0VjVhUVBQhISHCJ6Nv374sXbqUt956q50pi1wXvPXWW8TFxREaGsqePXuYPHmyOF+ArVu3MmrUKPz9/Rk8eDCenp7Ct+DnBEfj1wlkGZIsN/vLX/6C2Wzu0NwFWi+akSNH8umnn/L5559TU1NDc3MzMTExQi6XkJDA2bNnKSkpoa6uDkmSCA4OxmQy4e7ujlqtRq/Xc/vtt5OUlATA/v372bp1K2PHjhWNXHl5OVVVVaxbt44uXbrQ1NSERqMhNTWVU6dOiYJ41qxZKJVKXF1dKSgoEIW0jIyMDNRqNdu2bSMxMRE3NzcyMzM5ceIE8+fPR5IkTp48SW1tLS+88AJnz57FZDIxYcIEEQCblZXF/Pnz+fzzz7nrrrtYu3btj/Un+tnjx2D8XFxc8PHxEXINT09PunXrRnh4OOXl5axYsYLFixfbBckPHToUgOLiYmw2G3379uXixYuEh4dTX1/PoUOHmDNnjh3b99prr4mwdjm8vampScgvz5071ynj19DQIAqSl19+maKiIj799FO7/0tKSgpDhgxh5cqVdkzlqVOn0Gg0DB48mPLyciRJEjmaDvx0+LGkngqFgn79+t2UPT+bzcbGjRvp27evyHndsWMHf/rTn9DpdDf0XCkpKQwbNsxhfPEzh7+/P9XV1cycOZPKykouXbrE2rVrmT9/PlVVVXZFeNvGb9SoUSJMW85QO3/+PK6urvTp06fd65w+fVrkmbVFSUkJYWFhLF26VDR+rq6u6HQ6goOD8fDwoKioiPDwcEpLS+0YvysbvwsXLuDk5ERoaChvvPGGyD+TIbt5AmRmZtKnT592A2cHfhrI91sXFxe7a052xJSlumFhYUyfPp2KigrGjh3Lhg0bqKurw2q18uCDD9LQ0EBkZKTIdT5z5oxo7vv160djYyOZmZlER0cTFBSEq6urcNWUG7/t27cTHx8v7pm///3v+eSTT/D09BSDZhcXF0pKSsR5th32hoSEiMbPYDBQXV2Nn5+fnVGLjOTkZHr27Mnu3btJTk4mMjKSqVOnUllZ2U7mKWf3yetbP0cVm6Px6wSyDEmmsSMjI9m0aVOH5i7QaoX/q1/9iubmZkwmE71792bOnDlERESIEMpx48aRlJREXFwcR48exWazCS20TqcTjVlQUBCHDh2ivr6eRx99lBUrVvC73/0OhUIhHjN48GBMJhNWq5Xp06eTn5/PvffeiyRJqFQqvLy8qK6uxs3NDRcXF6qqqkS2mYyNGzdy/vx5du/eja+vL01NTcyYMQMnJyf27duHzWbj8ccf59SpUzz55JNkZGRw+vRpod+/cOEC/v7+LFmyhE8++YR58+bx4YcfOkxebhLkm+IPyfhVVVVRW1tLamoqwcHBohAPDw+nsLCQKVOmEBgYyAcffCCOGTBgANBqOlNZWcnw4cMpLy+nR48ewhCgsbERHx8fEhIS2LNnDx9//DGfffYZKpVKhLfLJgCRkZHtGD85ygHsGT9o1fWvXbuWZcuWic9Wc3MzmZmZnD9/npiYGLuohoyMDPR6vV1wu8NM46fHjyX1hJuz51dWVsbUqVNZtmwZKpWKkSNHkpmZ+Z2lmrKxiwM/b7i6ugqTtzNnzlBYWMjmzZuZN28egYGBFBcXi8fedtttwvl76NChKJVKLBaLUH6cPHkSs9ksWIq2WL9+PYMGDbL7vjCbzeTn53Po0CEKCwsFG2Kz2e8MiRsAACAASURBVLBYLAQHB6NUKvHw8BCFdmdST5k9yc/PZ9WqVfzpT38Sv6upqeHgwYPCf8AR3H5rQb7furq62g1yZRYtPz9fkBoPP/wwBoOBefPmsWrVKtLT05EkiYceegiz2UxoaChZWVn4+Phw6dIlcR/z9/dHq9UKZ08vLy/Onz8v2DuZPNi0aROTJk3CbDYTHh7O+++/z/vvv4/ZbBY1yDfffINarcbV1VXsIcrw8vIS9YDVamXNmjV2Ye1tkZyczOnTpwkLC2PatGls2bKF3/zmN3aDjYsXL5KVlWW3Gztnzhz27t37nYaNtzIcjV8nkGlxWbK5ZMkS/vznP3fI+JWUlJCZmcldd91FSEgIjY2NFBcXM3fuXCIiIgTj5+/vT0REBOHh4aSkpGCz2QgLC6OqqgqlUomnpydKpZLS0lKys7N55plnmDBhAvv27aNnz55ER0ej0+nQaDRYLBb0ej1VVVXs2LGDxsZGJEkSy7tBQUGkpaWJUFaDwWBnGf71119z5MgRVq5cKSRxS5cuJSAggH79+pGXl4eLiwtpaWksX74cpVJJTk4ORUVFTJo0Cfjvjb179+6MHDmSgoICLBaLw+TlJuHHaPw2b97M5MmTCQkJ4cSJE5hMJo4fP054eDgFBQXCQfYPf/iDKLp1Oh1eXl7YbDaysrIYN24cBoNBfDZGjhzJm2++yauvvkppaSkPPfQQ69evp2vXrgCC8du1axeenp6Eh4dfk/Grr6+3y/Dr378/zz//PA8//DCSJHHixAn69u3LypUrWbZsmXicXq+ntLRU2E079vtuHajV6htm/H6Kxs9ms/Hpp58yYMAALl26hMVi4Z///Cf/+Mc/rhkv0hkcxi6/HPj7+xMQEICfnx/79u2jb9++RERE2NUHAH5+fvj7+3PmzBl69OghDDkaGhpQqVSkpKSgVqvJycmxe35Jkvjss88YMWKECOduamoSOarDhg3jzTffFEoHo9GIxWIRu4Oyk6fc+FVWVtLU1GRniQ//DW5/7rnnWLJkiV1MyebNm5k0aZKd26djv+/WgVzTuri42DV+ZrOZcePGkZ6eLgYK3bt3R6lUUldXR11dHR988AFdu3bFbDYLli09PZ2ePXsiSZJdpmPv3r3JysoiKioKpVJJeno6o0aN4ttvv6VHjx4kJyeTmpoqDFmGDx+OVqsVMQryd4KcSS3Lkrdv3y7UERaLhaCgIEwmE0qlkgkTJnR4rVVUVFBZWcnXX39NcXExTk5OzJw5k/DwcLvGb+3atcyaNctOteHp6cm0adPaKYv+1+Fo/DqBTIsrFAqcnZ0ZM2aMmJ5dueO3ceNGpkyZglqtJjs7G0mScHV1JSYmRhTQMhISErBYLKSmporGr6ysTHwgFQoFR48eJSwsjG+++YYZM2bw9ddfYzQa6dWrl5BNlJeXo9FokCQJnU6HJEmsXbsWlUqF2Wyma9eulJaWCvtdq9Uq6PgjR47w8MMPo1armTx5MgA7duxg586dxMTEUFdXh8lkYuHChZw5c4bHHnuMM2fO4OnpyfTp08U5tL2xL168mL/+9a8sWLDgZ0mP/xSQb0I/pNRzw4YNzJo1S0zsnnvuOd59913B+EHrjXz+/PksX75cHCc3T8eOHaNXr15A6wK21WqlsbERX19fRo0axcyZM1m8eDFjxowRx7Zt/ORMnsbGRjv5ZdvGz2azcfny5XZZaM899xwWi4WVK1eSkpJCQEAAXl5edqYHWVlZ9OnTh6ysLGJjYx37fbcQrpfxk+X07u7umM1mUdjeCL6rwYs86HrjjTdwc3MjIiJCDPm+D5qbm8nIyGDYsGHf63kc+N+APLSYNm0aeXl5QjVzZX0AraxfamoqCoWC6Oho1Go1lZWVBAUFUVpayvjx40lNTbUbmiQnJ+Pu7k5kZCTNzc0cOXKEgQMHkp2dzYQJE/Dz86OsrExk+1mtVlHkNzc3ExERgcFgEK6NV1NGHDlyBJVKRWZmJkuWLLH73bp16+xiJByM360FuaZ1c3Ozu3asVitjx47l3LlzdrJcb29v1q9fz4IFC9izZw8xMTHk5ubi6upKYWEhaWlpdO/eHZvNJmoAaFWj6fV6/P39aWxsFI2fvOe3evVqxo8fzzfffINWqyUoKIimpiZRn3bv3h2tVkuXLl0wm81YrVa0Wq2IRIHW+3JQUBBGoxGbzWYX1t4WKSkp+Pn54e7uzrJly1i3bh3Lly/HYrFw9uxZ+vfvj81mY82aNULm2RYLFy7ko48++lmZvDgav07QtiiR5Z7PPfeccOyE/8Y5fPbZZ8yePZsjR45gtVrx9/cnMjIShUJhV0BDqzFGXl4ex44dQ5IkYY+v1+tRqVRIkkRWVhbFxcWMGzeOX//61/zmN78hLy+PiIgIdDqd2DWsr69HpVJRWVkp5HCSJGEymVCpVEKzLe8HDBgwgMzMTKZNm8abb75JYGAgnp6eXLp0iSeeeIL169dz6NAh8dpyVp9OpyM9PR2j0Sj0+2B/Y7/jjjtQKBR069aNHTt2OExebgJ0Oh02m+0HY/yKi4s5c+YMd955p2j2J02axO7du9FqtXbX7UsvvURiYiLHjx8H4L777gNanT2VSiXOzs7U1taiVCpJTU3llVde4Te/+Q2enp688MILdq9bXV2NRqOhoaFB7LhER0fbFRnXYvyg9TO6evVq/vjHP7Jr1y5ycnJYtmyZ3fOcOnWKsLAwQkND8fDwcDB+txCu19xF/rJXKBTfWe4pZ/ldrwxdkiT+/ve/M2jQIMxmM5cvX+aNN95g48aNonj+PpAZ6o4MOhz4+UFu/O69917MZrNo+K9k/KB9kLskSdTV1REcHIxGo6F///6EhoaSkZEhjpGbLvn++8ADDwiji1GjRtHY2CjcRAHBJBqNRvR6PRERESLK4cp8XxlVVVWUlZWxcuVK3nnnHTtH0vz8fM6dOyeyBVtaWjh//ryd5N6BnxZyTdu28TMajUiSJJqjtoxXeHg4R48eZdCgQTQ2NhIbG0tubi6+vr4UFhaSnp5OS0sLSqWS3NxccVz//v3x8PDAZDJRVlZGTk4Ow4YNIyUlhYEDB7J//35mzJjBV199hU6no7KykubmZs6ePWt3vhaLBavVitlsRqPRcPnyZbRaLWq1moKCAmEg5O3t3Y6ZlnHw4EFKSkrw8PDg0qVLzJ07V7jfh4SE4OrqSnJyMlqtVriJtoVsonTw4MGb8Be4NeBo/DrBlY1fc3MzDz74IFVVVULz29TURGlpKWVlZYwZM0ZMBgwGAzk5OWKHT5YHAcTHx5OdnU1gYCCSJKFWq+nbty8NDQ0YDAYAKisrGT9+PMnJyYSHh9PQ0MC0adNEoCu07g1IksSiRYt4/fXXUSgU7N69GycnJ2w2G2VlZTg7Owtq3maz4efnx1133cXKlStxc3MjJiYGSZKYP38+ixYtIjY2ltOnT6NQKJg5cyb5+fk8/PDDQKveWqlUCkpfkiTS09NF46dQKFi8eDGrV692mLzcJMiN3w/F+G3cuJGpU6eiVCr56quvmDJlClu2bOGhhx5ix44dlJSUiEmXp6cnr7/+Os888wySJIkv+PT0dKDVXlmlUgn5hV6vZ9OmTaxdu1YMSmTU1NRQU1PD2LFjaWpqoqqqym6/D+wbP6vV2iHjB9CjRw9+//vfc/jwYSwWi4gtkZGRkYGLiwtxcXE0NTWJ+BIHfnrcqLkLfHe5p4+PD25ubhQVFV3zsbm5uYwdO5Z//OMfwlI8LS2NWbNm3fDrXg2OGIdfFuTrNj09HYVCwaZNm4COGb+2jd/EiRPRaDSo1WpCQ0MxmUzodDqR5wetxfvWrVvp3r07L7zwAk1NTWRlZTF06FBKSkoYNGgQer2esrIykQUsn5Ner+fy5cvXFeWQkpJCYGAgwcHBYvAn47PPPuOBBx4QO4RZWVlER0fbNYcO/LRo2/jJta18naWnp9vl6AIEBgYSExPD+++/j5ubG5cuXeLChQuEhISQn5/P6dOnyc/Px9/fn2+++UYcJ7vKFhYWolarCQsLo7y8nPDwcGw2G5cuXcLX1xeNRoPZbGbTpk307t2b5uZmPDw8OHz4MFarVVzfcgMIYDKZ0Gq1lJSU0NDQgMVi6VTBs337dqDVPGbNmjX83//9H2BvXCSbunS0H6hQKH52KjZH49cJ2k6jnZycaGlpQafTERsbK6IWmpqa+Oqrr5g5cybQepENHz6cmJgYnJycSEpKQqfT4evrK0JbXVxcGDJkCOHh4aLxi42NxWAwUFZWZufIWVBQwIoVK/j8888ZMGAAa9asETInNzc3nJ2diYuL46mnnsLd3Z0NGzag0WjQarXk5uZiMpkwm82CMVq0aBHLly9n5syZ4sJ/5513MBqNLF++nH//+99IkiRkmy+99JK4kSclJXHnnXeKIj4/Px9PT0+7XMC5c+eSkpLCPffc4zB5uQmQJbw/FOO3YcMGZs+ezaFDh4Tr28cff8zTTz/N6tWr8fT0FC5wAPPnz0epVLJ69Wqxj1ddXY0kSWg0GpqammhpaUGtVvPYY49dlR2pqamhqKiI2NhYQkND22X4gX2cQ3Nzs1jy7ghjxozBZrPZWTPLOHXqFE1NTcTFxZGdnU3Pnj0dLnO3CG7U3AV+2D0/q9XKu+++y7Bhw/Dy8qK0tJRnnnmGnTt3djh0+D5wNH6/LMjX7ZYtW9DpdPzzn//EbDZ3yPj16dOHiooKjh07RnV1Nc899xxz584lMjKSZ599lpKSEuLj40VhvG3bNpycnHj22Wd56qmn6Nmzp5DSjx8/Hk9PTxobGykrKxNRUEqlkqCgIBoaGqipqRGMX2dRDnv37qW4uJj33nvPrki22Wx2oe3g2O+7FSHXtG0bvz179qBQKDh48CC+vr52jJ+/vz8DBw5k3759+Pn5kZycTG5uLtHR0Zw6dYrw8HByc3MZNmyYXePXt29f6uvryczMJCoqivDwcCH3lGvnTz75RNSmLi4uPPDAA0BrzIO/vz/+/v7C0VNmpl1dXWlsbMTJyQkfHx9WrFiBQqG4Kqus1+spKipi2LBhHD58mEceeYTAwEDgv41fU1MTW7dutbt2r8TcuXPZtWsXVVVV3+Pdv3XgaPw6QdtpdNvAy4EDB3L27FmKiopoaWlh8+bNzJkzh3379mE0GtFoNMybN48nnnhChF9eKfdMSEgQUgu1Ws2gqCgmqNUkKJW40zplePnllwkNDeXw4cPk5uby+9//ni5duojCuqmpyc4Byc/PDw8PD/R6Pa6urmi1WmpqajCZTOJmP3fuXBYtWgS0Xvhubm78+c9/Zt26dajVal599VU0Gg3x8fGUl5cLWafFYqG0tFQcCx3r911cXHj00Uc5fvw4ZrPZLqjegRuHVqtFkiSam5tv+nOfP3+esrIyRo8ezebNm5kxYwaxsbH4+/tz/vx5xo0bh7Ozs911q1Qq+etf/8ry5cu5eNGAWv1bJGkLEyY0U1GxGEkKISwsDLPZTEJCAsOHD+/wtSsrK8nPzycsLIzw8PB2jp5gz/g1NjaKnMuOsHnzZjQaDceOHePEiRPi51arlezsbEpKSuwcPR24NXA9Us+2O37w3SMdoPM9vzNnzjBy5Eg2btxIdHQ0lZWVHD16lCeffPKmO8BKkkRKSoqj8fsFwd/fn7y8PLKzswkPDycwMJCvv/66XW0Ard//8+bNY/fu3VRUVKBWq9HpdMJ9093dnbKyMtLT09m/fz+PP/64cFlMSEgQ3xc7d+5k0qRJuLm5CamnrBjS6XR07dqVhoYGKioq7DL8DAYDhYWF9O7d2+68tmzZwp133tkuSiItLQ2TyWR3v3fs9916kGtaDw8PoeTZs2cPNpuN1NRUPDw82jV+FosFo9FIU1MTTU1NnDp1igEDBnD+/Hn69u1LY2MjM2fO5Pz589TU1CDZJI7XHIcZsE63jsoRldiCbKSlp4nGz9XVlQ0bNnDXXXfh7OyMRqNh27ZtwosCWomN8PBwcS6yG6mrqysajUbkYdpstqt+p//2t78F4PXXX2fdunV2pm/yysf27dsZOnRop4M9Ly8v7r//flavXv3d3/xbCI7GrxNcKfWUGz9ZC/zuu++Kwnzw4MG8/fbbBAcHk5qayvTp05k3bx6JiYlUV1e3m+qNHz+eixcvorbZ6L9qFTOeeYaNFgtrDQbKgb8qFFSVljJixAgWL16Mj48Pvr6+2Gw2lEolarWaiRMn0qVLF5GL4urqKmIh6uvrcXZ2xsPDg5aWFoqLi1Gr1bz88sviHNLT01m5ciV/+9vfCA8Pp6KiguzsbObPn88f//hHXn75ZeGgtHnzZlQqlZ31+NVu7IsWLRKLsnLj68B3g5zh9F3MLK6FDRs28MADD2Cz2URoOyCya5YsWUJNTQ0XL160O27AgMG4u2+mVy9nrNblwBT27XPFYvl/QA5FRR+g0fh2es55eXmEhYVRV1fXoaMn2Mc5GAyGThu/tWvXMmHCBN577z3mzZsnCp/c3Fz8/Pw4ffo0sbGxjv2+WwzXI/Vsu+MH3z/SITv7lJ0SwWw28/rrrxMfH090dDR5eXncd999HD58mMjIyO/0OtdCdna2mGo78MuAv78/J0+eZPr06QQHBzN+/HhWrVpFaGgopaWldp+DxMREfHx8rmoooVaraWxsZPr06cyZMwdJkti5cyfe3t44OzvT3NyM2Wxm3759TJw4EXd3d+FuLOe3OTs7i8avrKyM8PBwSkpKCA4OJjs7m969e9sFYR89epSKigpWrlzZ7nzk7L62AxIH43frQa5p3d3dkSSJyspK8vLygNawdLPZbCfN9fPz49ixY8TExFBVVcXChQvJy8tj6NChXLp0CT8/P1QqFcOGDWPkyJH8+5t/M/zj4UzdNBVTpAmDt4EC9wIOhB9gg7QBd093oRAKDQ1lyZIlmEwmevXqRU5ODiNHjhTNnKurazufCLPZbOd8//jjjwN0mGlps9n48MMPiY6OZt26dSxYsEDkW9psNjEEbpvd1xnkuujnoGJzNH6d4Eqpp1xMSpLE6NGjWb16NQqFgjlz5mC1Wjl48CDDhw8nISGBLl260KVLF+677z5Wr17dTsc/aNAgaqqr2Q4E79mD0mjEC/AEXIBHJIm1BgO7du7EZDLR0NDAr3/9a3r16iWWZqdOnYparRZyD/kDK1P5VVVVggGUJAl/f39xYy4vL6e+vp7Ro0cLiv3RRx9FoVAwatQo6uvrhXwV4J///Ge7IigtLa3DG3t4eDhjxoxBrVY7TF5uAlQqldj9vFmw2WxC5pmUlERISAjdu3cHWiXGBw8eJDw8HA8PD3bu3CmOs1hgwgQoLh6B1arBZnNu86w6wJnq6oFotemkpl49LFuWKhUWFhIaGsqFCxeuyfh5e3tf9bny8vJYunQps2bNYuDAgcJ9NCMjg+7duwtjFwfjd2vhx5R6Ggw5dO++gsce28jhw+7k5b1IevoJhg4dyt69exk8eDDp6el88803vPjiix3mpN0sOGSevzz4+fmRm5vL3LlzCQoKIioqihMnTlBSUoK/v79YBdHr9Zw6deqaLLNcHN99991MmjQJLy8voFV109TURGpqKt27dycgIEAwfnKRD62fva5du1JfX4+np6eIpQoJCWkn87TZbCxcuJCwsLB2BlsWi4UNGzbYmb7JeW1y3qsDtwbkmlbOldy9e7dwwL7jjjswGAx26gofHx9ycnJ4+OGHUSqVTJkyBYvFQrdu3dDr9YIM6datGwkJCSw/tZzMikwaTY3wn8vXprBhVVqp7VLLfavuQ6vVEhgYSI8ePWhoaMBsNmMwGFAoFMTFxaHT6Th+/Diurq40NDTYfQ4uX76Mq6srzc3NeHp6inioK69JgBUrVmA0GlmwYAGbNm3i+eefF7+T11ckSeL48ePtfAE6wm233YZWqxX19v8yHI1fJ2g7jW7L+EmShK+vLyNGjMBkMjF79mw2bNggllbbaoWfeOIJPvzwQ8LCwuwYP5VKxdMxMYwC1P+ZwLWFCxAvSdzr64vVaiU5OZnHHnuM7OxsunTpglKppHv37jQ1NVFRUSFu6E5OTpjNZhQKBV5eXhQVFYmpYdsPx8qVK4VsD1qL58TERPz9/Vm5ciWvvvqqKHxaWlpITk5m/Pjx4nibzcbJkyevKuVYvHgx//rXv5g0aRLr1q270bfegTZQqVR2C/k3AxkZGZjNZoYOHSpknjLc3d2ZMWOG+Pvt27dP/O7dd+H4cWhp6awocaKlJYDLl1+itLS0w0fU1tZy1113UVRUJKRLcpMno23jJzt3dYQ33ngDtVotTIfef/99Nm3axIEDBzh16hTu7u7ExcUJt1wH43fr4Hqlnt+38bNam0hPH4kkZaNUgiQZuHhxBZ9+Oor4+HhycnKIjY3l+PHjP8r14Wj8fnmQXZNvv/12goKCqK6uZv78+Xz00Ud2g+Hjx49fN6ug0WhwdXW1qzlkxk+WeUKrbE6v11NeXg60SknlYXBLSwvdunUD/pvhd+WAbOPGjdTU1LQzdAHYv38/YWFhdoqN7OxsevToYfe5deCnh1zTOjk5oVAo2LVrFwkJCQCMHTtW5FLLKC0tRavVEhMTg1KpJCMjA09PT7744gugdV0kLCys1c19aDcuqS5htF7Fj0AD1v5WBscPpqCggJaWFhITE1GpVGRnZzN9+nQaGxuJi4tj06ZNeHh4CLJFbv4kSaK8vJyGhgbmzp0rnESvVE5IksQrr7yCTqcjLS2NJ5980s6LQr6+169fz7Rp0+z+z1eDQqEQrN//OhyNXydoO41uu+MnSZKYTthsNiIjI1mxYoVwxGyb7yRPCRoaGtrp+Oe1tNDZ5eYMTL98GX9/f+rr68nLy6OqqgqDwSCWXPV6PdOnT2fz5s1YrVasVisKhYLx48eLXT9oZQFlRqWoqIiVK1cydepUYZ7x4IMP4uPjI+j+qVOnivP4+uuvcXNzs5N5FhUViR2BjjBq1ChhhLNq1aqfBT3+U0He57yZkLP7rFYrX3zxhV3jB//Nrrnnnnuor6/n22+/RZLgnXfgek7FYlEjSbPZvbv9jmdpaSlms5kxY8ZQWFiIzWZrx/aBfePX1NTUoUlMXV0da9asYejQoWJQ4ePjw0cffcQjjzwidk3j4uLIz88XTLwDtwau19Wz7RdzQEDADe/4VVdvx2YzAv+9D6nVZu65x0Ri4r/ZsmULb775pt1+yw8JR+P3y8P+/fvFnl5QUBCXLl1i4cKF/Otf/yI0NFTUB3l5edcchrSFt7e3cFiGjhs/rVaLQqEQMk+FQiFkczqdTjR+srlL28bPYDCwbNkyIiIi7GoAGVdm94Fjv+9WhVzTys7v+/btEwPTkSNH0tTUZGeglpycjJubGyUlJXTv3p3PP/+cmJgY/va3v6HRaDh37pxQfZ22nsam6LzOs1lsaHpr6NKlC9nZ2WzZskU4zr/44ovU1NQwZswYNm3aJIzt5NpRVrTJtdCIESM4e/YsSqWynTrj5Zdfxmg04u3tzZ49e3juuefsfi/vKa5evVq41l8P5s6dS2JiIjU1Ndd9zK0IR+PXCa624yfv2WVlZaHValm7dq24kKZNm2ZXPCgUCp544gkOHTrUzrI5VK2mMzGRCnCpr2fChAkkJSXxySef0KNHD+rq6nBxcaGyspIuXbowc+ZMNm7ciNFoxGQyoVar0Wq1mM1mZs+eLZ5PqVRitVqZO3cuPXr0YOLEiUDr9OPIkSMio+XVV1+1s99fv349NpvNbhJ+rRu7HO1w8OBBh8nL94Rarb6pUk9Jkvj888/tZJ49evSwe0xcXBxdunShsrISDw8P3n33XVJTr6/p+y+sfPxxexesr7/+GqVSiZeXF4WFhTQ2Nrbb7wN7V0+DwdBh4/ePf/yDiIgIxo0bZ/fzu+66izvvvJPk5GTKysqIi4tz7PfdgrgeqeeVO37fhfEzm6ux2do3mGq1lfT0NFH8/BgoKirCaDT+YPuDDtx6sFqtfPnll7S0tCBJEoGBgZSVldGrVy969eqF0WgU9cG1BiFXwmaz2WWoubi4YDAYhJuhDFdXV1FEKxQKEeSt0WiIiIjAZDJRW1uLj48P2dnZ4l75pz/9idtvv52cnJx2nxODwcCXX35ptxYCjv2+WxVtGz9oHQiUl5ejUChwc3OjpaVFNH4Gg0FEJLV1xhwxYgSVlZV4enpSW1vL2LFjAVrlnddQxyuUCsqqyzAajbi5uVFeXo7FYsHX15e+fftSU1NDTEwMrq6u1NbWCqZPjjPR6XRYLBYUCgUrVqwgNzfXbg8VWqXSb7/9NnfccQc6nY5nnnmmnVooIyMDDw8PzGYzt99++3W/f97e3tx7772sWbPmuo+5FeFo/DqBWq22k3q23fGzWq188803hISEsHz5clxdXTl69GiHlrByxEFb2SWA8+DBtBd5/hdGIEepZOrUqRw8eJBPP/1USDwVCgVVVVX4+PgQHx9P9aVL9CovZ6zJRBezmaSkJFQqlV2xvGPHDubPn49Go6GlpYWYmBhsNptoBLOzs/H09GTy5MnimNraWvbt20dzc7Ndc3A9N/bZs2dz4sQJpkyZ8rOgx38qqNXqm+rqmZKSgoeHB/369Wsn85QhyxoSExPR6/Xs3buXU6equDFzQyfOnKlt99OvvvpK2EmXl5dTXV19Tcavubm5XePX0tLCypUr0el0HRbuL774Is3NzZw5c4bY2FjHft8tiB9L6qlQDMFotL/b2mwKPD1vx93d84ae6/viyJEjxMfH33SnUAduXezbt4+QkBA8PDyoq6sTjB+0roPk5OQIxs/T88auR5vNJizyoZXxMxqNJCQkoFarqaurY/fu3cyZM4dHH32UhIQEkZ/m5OSEUqmkW7duXLp0ia5du5KXl0fXrl3x8PCgoKCA999/n4ULF+Lh4UFQUJDda+/YsYPbbrtNmGbIcDB+4KW0XgAAIABJREFUtybk+63c+I0cOZIDBw6IQb/ckEHr3/b222+ntraWoqIi4uLiUCqVSJJE7969kSQJpVIphgt9/fuiU1xbMVGaUYqHhwdqtZrIyEgkSRIkRHV1NT4+Pgx5YAgnepxAWiDBTLB1s2GVWr8nXFxcsNlsuLm5cf78+XYqjaVLlwKtn4PKykqeffbZdueQkZHB2bNnmT9//g3fh38OJi+Oxq8TXI3xkySJnJwcIiIiCAsLo6amht69e6PX6zuU73h5eTFlyhTUarVdwWKYP5/OZnsSsO4/EsukpCSCg4PJy8ujT58+wpHJ19cX1Ucfcf7yZT6urmYDUABkx8Tg8Z8piYzf/e53fP7550yePJmSkhJ69erFjh07yM3N5be//S2VlZW89dZbdh+ELVu2EBcXx8CBA+3o9Ou5sTs7O/P4449TW1vrMHn5HpDz8W4WZLbvajJPGXPmzCEpKQm1Ws3MmTPZs+erG3odtRr0+hoRJQKt0+ykpCS6du1KaWkpAQEBXLhwoUPGr62rZ0dSz7Vr1xIbG0tOTo7dZFtGXl4e0dHRwo7awfjdevguAe6+vr7U1NRctxzu8OHDDB/+AJmZfTGZFFgsSpRKNzQab3r1+uR7nf93weHDhx0yz18YZDmkPLRo2/hNnTqVsrIyzpw5A8DgwYOvO2fUarWKwGsZSqVSrHtkZWXxwQcfcOzYMfz9/QkLC2PEiBE888wzuLu7o9PpsNlsdlEObQdkS5cu5dlnnyUvL6/Da/bK7D5odV7Mzs52DNluQcj3W2dnZ2w2G8OGDePQoUOiTmzb+K1bt4558+bh5uZGXl4eoaGhuLm5cfr0aRQKBZcvX8ZqtQpHzWm9p127GTLA5EGTGTlyJBUVFcIDYOjQoQBU11bzu+zfsUWzhaawJggEeoF5mpnm+5sxW82oVCpcXFxYu3YtVquV5uZmUR/l5+ezevVqnn76afbv389DDz0kTI/EKRgMFBcXs3fvXubNm3fD76H8OWg7bPlfg6Px6wSd7fidOHGCkSNHYrPZsFgsXLp0iQcffNBOItkWTzzxBBaLhfz8fKD1Ao26+27+DHQk4mtWKnkLyGxubm3uVCrCw8Px8vKia9eu2Gw2amtrecBggOeew9lkwhPwonU30PObb9hoMtkVVX/72994++23ee211wgICMBisfDUU08REhJCWloaHh4edvuJ0Prh79GjRzuHr86MXdpi0aJFbNmyhYSEBIfJy3eERqO5aYyfxWJh8+bNzJo1SwwTrpR5yvDw8GDatGnCOe7QoT9jNF7/lEujUaJSHSU5OVn87Ntvv8Xf35+uXbtSWFhIWFhYhxl+pv9cu05OThgMBqxWq90k3Gq18uc//5nJkycTGRnZzhgGWqd6YWFhREdH8+STT3YYSOzAT4trST1tNlu7HT+NRiNkRp1BkiRef/11pk+fTnx8PG+9VUF9/dv06vUXevZcxW23FeHi0n7g8EPDsd/3y4Ish5w1a5Zo/GSpp81mQ6fTMW3aNM6ePQu0OiSaOjB86wgKhYKxY8dy6NAhUXRbLBYkSaJ///58+eWX4t9tj3FxcWHevHmYTCZMJlO7xi82NpYDBw5w8uRJli5dSnJycjtVRWVlJcnJye0cEc+ePUtYWJhoIBy4dSDfb+XroVu3bpw9e1YM9U0mEx4eHlRWVpKSksL999+Pv78/BQUFhIWFodfrOXz4MNnZ2YK1kwfTixYuwjfZF4WlYwZNYVGg3K5k0sTWXEnZRVar1QrWriyyjMNlh2m2NgtXUBSAFogAl7tcMJlM+Pn5UVBQgJubG1qtlnvuuQeDwcDTTz+NUqlk3LhxNDY28oc//KHdeWRlZREYGEj//v2JiIi44ffw52Dy4mj8OsGVcQ5y42c0Gjl9+jSDBg0iPz+fgIAAysrKGDJkyFWfa9iwYTg5OZGYmMi2bdsYNGgQtbW1vAI8plCQo1RiASxAjkLBG9HR/EGtpqWlhZycHIxGI+np6QwYMACdTofVaqWuupqHc3I6XrxqaWGEJNHlP/IRhULBnXfeya9//WsWLVpERUUFc+fOxWQy8eqrr7J69Wruv/9+O7avsLCQM2fOYDKZ7ApmOWelIwvdKxESEsL48ePp2rXr/zw9/lNBq9WKa+/7Yv/+/URERNCjR4+ryjzbYuHChdTX19Pc3MyECQPo0ePidcs9w8IUaLWZJCYmip/t2rWL/v374+PjQ1FRESEhIWJxvC1ktk+hUFBaWoqzs7Md47xjxw68vb1pamq66n7WqVOnkCSJhx56iLNnz1JdXS1MDBy4NdBWTt8RzObWCW9b5QJcW+5ZWVnJpEmT2Lp1KwEBAdTV1ZGens6MGUsICfkVAQFzUKl+fMfBuro6CgoKHAOIXxBkyVxAQIC4bp2dnXFxcRHDi2effZbLly9TWFjI3XffzfHjx1Gr1Z1+X5rNZurr64mNjUWpVIo9v9TUVNRqNRcvXrzqUEWpVOLi4kJZWeu+VVhYmDB2SU9Pp3///ixevJi3334bZ2dnkpOT2w0rNm7cyD333GNnBgJc91DYgR8fcuMnD2OzsrKIi4tr1/i1/dv6+/tTWloqsv+io6OxWq2o1WokSeLcuXMMHz4cs9nMuS/OcW/jvQQoAlBYFdACmEFbriXqcBTKUiUeHh5kZ2djMpmw2WxotdrWXMqmRsxxZpotVxlya6G5fzMmq4mgoCDOnTuHVqslODiYbt26MXz4cFJSUnjkkUd4/fXXiYyM7NDILSMjA4vFckOmLldi/vz5fPXVV9ccPt6qcDR+neDKOAeZdSksLCQqKkrEN9xxxx0EBASwffv2qz6X7AK6atUqnnnmGVpaWggPDwdgi1LJbR4e+KhUzBg/njhnZ7b+hzlUKBS8+eabxMbGUlxcTI8ePcSCq2dpKbpOpuVaIOrcOfE8K1asAFqLooULF/LFF19gs9kwGo1YrVbmz59vd/yGDRuYPn06WVlZdoWKLPO8Xm304sWL2blzJ0ajkaNHj17XMQ78F1qt9qYxfnJ237VknjKGDBmCs7Mz+/btY8mSJVy+/DTOztdu3hWKFv7yl9Zr/ptvvhE/37VrF927d8fHx4fCwkI8PDwICwtrt6Dddr+vtLRU7KJAKwv0pz/9iWXLlpGSknLV5eyMjAyqqqoYPnw4zz77LFar9arxEg78NLgW43elzFOGv7//VZ09Dx48SGxsLJIkUVhYyNNPP01iYmK7/aSfAikpKQwbNqxdI+vAzxdr164Vcsi2A4u2cs/+/fujVqsZOHAgQ4YMYfv27cTHx9PQ0IDNZrNj7IxGo5DMy7K70aNHi3yxnTt34ubmRmlpaaeNo1arpaysDJ1OJ9iX4OBgMjIyyMrKws/Pj6lTp1JRUUF1dXW7kOyO3Dzh6vm+Dvz0kMmMPXv2oFAo+Pbbb4mPjxffrRaLBQ8PDzsJr7e3NyaTibq6OiIjIxk0aBBOTk7U19cjSRLDhg3j6aefZu3atbi5ufHI6EcYmDyQsK/C8NjhAX8F60dW6nPq6d+/P4cOHeLcuXMYjUbRcKpUKtIL0lGorpFdiQ3JS6Jbt27k5ORgs9lwcnLi73//OyUlJTQ2NjJ27FjS0tKuWtukpKRQVVXFtGnTvvP76OPjw9133/0/q2JzNH6d4Go7fnl5eQwfPpzU1FRh9LJo0SK++uorSkpKOnyuoqIicnNzqampoaamhujoaE6ePAlAZGQkRqMRjZcXoyZNoqWlhdzcXKxWK97e3mzfvp3AwEBhWys3fs16PbZOmi8lYPjPflVISIgooOTFVjl/5fnnn8dsNtvtSdlsNtatW8fMmTPJycmhX79+4nc3urh9++234+npSXx8PKtWrbru4xxohU6nw2i8SjbODaClpYUdO3bwwAMPkJSURFBQ0DWdBRUKBaNGjWLfvn0MGzaMiIgGnnvuCDqdGTqwJlIqJaAJlepX3HGHkXvvvZf8/HxaWlqorKzkwoULeHl5icZPqVRe1dHzysZPHjQcPnyYy5cvM3ny5A4lSPL/9cKFC+Tl5REbG0tTUxOxsbE8+uijdkWUAz8trmXucrXGLyAgoB3jZ7VaefXVV3nggQfw9fWlqamJo0eP8sQTT9wyRiqysYsDvwxUVFSQmpoq8u/8/PzaNX6SJPHmm28iSRI+Pj788Y9/RKlU8uKLL9KzZ08GDRpEdnY2Fy5c4OLFi3z99dds27YNi8VCeno6NpuN0aNHk5SUBLQ2ftcTWSOvi8gS+pKSEmGc8Ze//IX33nsPhUJBcnIyt912m90ay4ULFygsLBQZcG3hYPxuXchkxp49e1CpVJw6dYqRI0faNX5NTU1cvHhR/G2dnZ3x8vIiLy+PqKgo3N3dRSYltO68tb3HjhkzhpSUFAwlBrybvVEZVMKF/r777mPnzp3iubt27SrYQ329/todiQKQICoqSjSPTk5OfPzxx3h7exMVFcXjjz+Or68vd9xxR4dPkZSUxKhRo763FHnBggX/syo2R+PXCdoWJfKOX3V1NRUVFQwaNIjdu3fj4eHB3r17efTRR5k/fz4rV65s9zyJiYkMHjwYpVKJUqlErVZz4MABjh8/DrTKPDQaDW5ubkyYMAFJkvDz8wNajWGMRiNHjhyha9eu1NTUiKiGDLMZs9l81fNvAtb+Z6IoF9cWi4XMzExOnDhBc3Mzzz77LI2Njfj6+toVWJmZmTQ2NuLl5UW3bt3sfnejVs0KhYL/9//+HxcvXmT79u0Ok5cbhE6nuylSz507dxITE0NQUNB1yTxl3HfffVy8eJHKykqWLFnCrl3P4eZ2O7Nm1ePmZgMa0WiMQBM9e6bh5TWJyMgjZGdnM2HCBFQqFSdOnGDv3r3ccccdXL58GV9fX4qKijCbzVd19JSjHEpKSkT+FbTaiy9dupTi4mIUCoVgztvizJkzhIaGEhoaioeHBxkZGTzyyCPo9Xr+/ve/f+f30IGbi2uZu1y53yfjSqlnWVkZ48ePZ8OGDVitVmFMdKtFJjiMXX5Z+Pzzz7nvvvuEHPJKxu/8+fPce++9fPXVV0ycOJGamhpycnL45JNPsNlsLFiwgISEBLZt2yZCs7Oysjh37hzu7u6o1WpKSkoE41dWVkZhYSE+Pj74+/u3yzdrC6vVysWLF4VpVklJCQaDAScnJ2bOnEn//v0BOpR5rl+/nlmzZrVjrq1WK5mZmcTGxt6cN9CBmwqVSkVVVRXFxcXCbHDAgAGiabNaraSlpdn9bVUqFW5ubly4cIHIyEjS0tLE46Ojo0lKSkKv14vX8PLyom/fvuj1ejw9PYWLvDxEvnDhAhUVFeh0OuHurVar0TXr0Fg17U+6DRRmBdS2vu7Zs2dpaWlBrVbzyiuvoNfreeWVVzAajRQXF3d477darRQXF7No0aLv/V6OHj0ak8n0PxlV5mj8OsGVUs+Wlha2bNlCUFAQer2e8vJyQkJCGDJkCEFBQTz77LP885//pKGhAWhtspYvXy4sYwcPHgyAu7s7bm5uLF68GGidkDQ1NSFJkmjQnJ2dcXV1Ra/XY7VaiYuLY9y4cWIZ1mQykZOfzxdRUdg6mIhLajV5CgVH/vMBlXeoZHq8d+/eLFq0iI8//piZM2fS2NjIa6+9JqYX69at48EHHyQzM7PdPsp3sWqeOXMmZ86cYcSIEaxfv/6Gjv2l42Yxfjcq85TRp08fPDw8xB5oTk4OY8d2Y8MGP9LSioF+bN2aB/jS1DSdqKhmIiIiSE9PF0xxYmIiu3btYtKkSdTU1AjG7/Lly9fF+MmNX1ZWFmlpacybN0+wfR2xORkZGfj6+ooBxalTpxg0aBBr1qzh5Zdf5vz589/tTXTgpuJaUs8rM/xktC2g9+7dS0xMDJcuXUKn03HgwAFeeOGFTovenwItLS2kp6d36EDrwM8TV8oh2163kiTxu9/9jj59+nDw4EH69u1LTEwM7733Hr/5zW/4+9//LnbxZBMN2fZeoVBQWFjIoEGDSEtLIzo6GqPRyLp160hISMDFxaXTxs9isVBbW0teXp6IYigpKSErK4va2lpee+018dgjR47YqSpkNVBHMs+cnBwCAwNvOJLCgR8HarWakydPiuy9iIgI1Gq1HeN38OBBHnzwQXGMJElotVpyc3MxGAzs37+f4OBg1Go1vXv3pnfv3mzYsMHudcaPH4/JZMLT0xPzfwiKrl27cuzYMWw2GykpKcydO5fa2lqsVisqlYq62jr6VPbBRXOV3WsTuJ90Bxv07t2bc+fO0aVLFwoLC+nbty+DBw9mw4YNLFiwAH9/f+6555526wByhvA999zzvd/L/2WTF0fj1wmulHo2Nzfz2WefERERwcGDB/n/7J13YFRl+v0/d2aSzKSH9A6ETgCR0KWEjlhQKYsoRRALoi7s2tbFdWXdFdQvigUFF0WU3n4iAhqagHQSAoEAKaSQSW+TmWTa/f2Rva+ZNKorunP+UjKZSSZ33vuc5znPOVB7M1cOwJYtWzJ8+HCWL19OXl4eQ4YM4auvvsLV1ZWVK1eKAiYkJIQ5c+YQGBgoHLbCw8OFiQZAeXk5QUFBFBUVYbFYmDlzJoMGDSI3N1cUurIs0+rTT5GeeIJqwO7uDlotuLuTFxrKCEnC4z/jbEWf/8EHH6DT6Th79izu7u7ExsZSUlLCokWLWLduHa+++ipWq5XVq1czefLkBtln+fn5GI3G63ZDcnNzY9asWbi4uPDJJ5/8Jsfjvxa0Wu1NE7/Kykp27tzJQw89xI8//khoaOg1T0Oio6OxWCwsW7aMo0ePivBfgIyM82g0uYwa1RYwkZ2dTVhYGAEBASQmJqJSqYiNjeW7775j586djBw5kuLiYlq0aEFWVhZ6vb7RiV/dKIe6E7+3336bZ599Fq1Wy6FDh5o1dlGpVPTo0QOz2UxqaiqxsbG0a9eOv/3tb0yZMuW6g5KduPW4GalnXl4er776KhMnTsRqtfLggw9y9OhRunbt+kv+yDeM48eP06lTJ6fb4f8Izp8/T25uriiy4Wfi9+6777J582b69+/PokWLcHFxITo6mrCwMD7//HPGjx/vcN+VJAmVSiUM5CRJIiMjg65du3Lq1CkxTVm/fj2jR48Wdv2TJ0/Gzc1NxEPIsiwygA8dOkRJSQlhYWHYbDby8/PZvn07EyZMEIHXRqORM2fOOBjXHTlyBLVa3ajqx7nfd3tDrVZz4sQJRowYgSzLREZGijw+pSbTaDQOf2+z2YwkSSQkJPDVV1/h7u6On58fsiwTEBBA165dG5CfoUOHCv8IZeDRqlUr1q1bh6+vL3a7nTfeeIPq6mrsdjsajYbi4mJ6SD14vvfzqGU1avk/TQtbrSMoR8F6pPae7eHhgZubG76+vhQUFJCVlcX999/PiRMnCA4OZvz48UyYMIHBgweLPVqATz/9lJiYmCbd968XU6dO/U2q2JzErxnUJ37FxcWkpKQQGBjI3r178fX1JTc3lwceeEB8z5/+9CfeeustunTpQmpqKj179iQ5OVksY3t6ejJ69Gi++OIL/vWvf4kDPSYmBoPBwPr16/H396e0tBStVitkTsHBwQwcOJDs7GzWrVuHSqXCxcWFwKAgyubPp5O7O9L778Pbb1OxfTtdq6oI6NBBSAS7detGZWUlq1atIjIykilTprB48WJee+01Dh06xJgxY9i7dy/bt29n0qRJBAYG0qlTpwbE73qNXeriySefZO/evZhMJqfJy3VAq9Ves713U9i6dSsDBw6kRYsW1yXzhNq9FIvFgouLC1OmTOGdd95h3759ZGZmcuHCBXQ6HS4uLmIPz2q14urqyqlTpwAYM2YMZ8+exd/fn+joaIqKimqlHW5uXLp06arh7bm5ubi6ulJcXMy2bdt46qmngFoJUnPGLqWlpcTFxXH+/Hmio6MFgXj66afx8vJi4cKF1/UeOnHrcS1Sz8aIn1qtZtOmTfz73//Gx8eHb775hjfffLNBmO/tBGeMw/8WVq1axaRJkxymbm5ubpw6dYq1a9eycOFCh+u1ZcuWpKenI8tyg7xRxYJfmaR5enri4eFBeHg4J0+eBGp3rZKSkhg1ahTu7u4YjUaioqKYN28eo0ePRqPRYDab8fPzY9myZXh5eVFZWUlkZCT5+fl4eHhQUVHB3LlzxesePXqULl26OHwGFeOPxmoAZ3D77Q2VSkVSUhIjRozAarUSEhIiiJ9SY4wbN87hb1tcXExmZiaFhYX84x//IC4ujvT0dNq1a0dhYSFubm4UFRUJzwqonchB7b1bIX5ms5nk5GRMJhOtW7cmODiYO++8E1mWKS8vp6ioiMCAQP4x9B/0P9mf6OxoSASvRC96H+uNlCBRZagNP7t8+TJBQUEUFxcTGBhIYGAgW7du5ZVXXuHo0aP069eP+fPnM3XqVAYPHkx2djYWi4W9e/cycuTIW/Z+BgYGMmrUqN+cis1J/JpB/R2/9PR0EbaqVqvx9vamS5cuYhfJZrOxbds2iouLMRqNLFq0iPXr1wO1tvgrVqwgOjqaPXv2oFKpxKGvUqnw9/dHpVKxfPlyhg0bhtVqpaCgQCyv7tq1i+joaGw2Gzk5Ofj5+WE2m/H39+fChQv4deiANGMG8tNPM+ODD2jfvj0dO3Z0IH4LFizA09OTjIwMfH196dmzJx4eHvj5+REaGkpAQAAJCQns3bsXd3d3bDYbiYmJDjehmznYw8LCuPvuu+nUqdNvcjz+a0Gn0zW7y3ktqCvz3Lhx43URP2WPLjw8nIqKCmbMmMFjjz3GkiVLSEtLE9d/TEyM0NCbzWZOnz6NzWZjzJgx2O12cQMoLi6murqa8PBwTCYToaGhDV6zLvFT5M2bN29m+vTp+Pr6Ul5eLoxb6kOWZRITE8nMzKR79+4NrmGVSsW///1vFi9eLMipE78OrsXVs/6O33fffcfzzz9PZWUl999/P8nJyU02AG4nOInf/w7sdjtfffWVQ0D0sWPHmDBhAlarlR9//FHIkxWEhYWRmJjI7NmzWblypfh3WZZFUPWGDRvQ6XQYjUZsNpsgkoAghaGhoeh0OqEecnFx4Y477sDf35+SkhIMBgOyLBMYGIjJZKJVq1ZCxqdSqRzcO+ubZ1ksFtauXesgBayL693/d+K/C4PBgLu7O66ursiyjKenpyB+yopS3b/t7t27OXToEC4uLmIq17lzZ8rLy5k8eTJnz54lOztbGJ0oUEwO9Xo9paWlSJJEWloavr6+mM1mEasUFxeHJElkZmaKFRCASycuUb61HLZAzc4a2oe0R6VSIUkSkiSRmpqK3W7HYrFgMBgYO3YsZ86c4bHHHnNQAr300ks8+eSTDBo0iC+++AJXV1eGDh16S99TRe75W1KxOYlfM6i/45ednc3DDz/MxYsXqampoaysTDi0FRYWEh8fz+LFi4mJiaFVq1Y8+uijSJLE7NmzxdjZ1dWVnJwcJk2aJHTRKpUKi8WCJEmcOHGCxx9/HKiVkVosFtq2bcvBgwdZtGgRkiTRs2dP3N3dsVgstGjRgtTUVDE1+fe//01qaqow8VB+/sLCQpYvX05lZSUjR47kk08+4e9//3uDg93d3R2r1YrZbOaRRx5Bq9WKHQC4+Y7ec889R1JSElu2bKHsP46jTjQPnU53UxO/4uJiDhw4wH333Sdknm3btr2u5wgNDeXw4cOYTCaKi4uZM2cOn3/+ORkZGcJBTtk/uXjxItnZ2QQEBHDp0iVhra80OoqLizEYDPj5+dGuXbtGO8cK8bNYLBQVFSFJErt27eL5558HauVGPXr0aBADAbXdQFdXV6KiovDy8iIpKanBnmpkZCTvvPMOU6ZMuWUZiU5cP64m9ay742exWJg7dy4TJkzAxcWFgIAAPv7449+EdNJut3Po0CEn8fsfwaFDh/Dw8KBbt27IssySJUsYM2YMb7/9trje68Y5AHz77bdYLBbefPNN0tLSOHv2LIAwztBoNCxfvpzevXtTXV2N2WwmPT2dyspKCgsLSU1NRa1Wi9zT+hFAnp6eGAwGkT0WHByMxWIhJiaGDz/8EG9vb7p27eowoaxfH+zatYu2bds2yF2F2mtcCX934vZEYWEhXbp0Yc+ePWi1WuEtIUkSO3bsACA2Nha73c6CBQuYPHkyLVq0wG6307ZtWxITE/H390eSJKZPn05ZWRmpqalMnz6ddevWiWv13LlzQG0zYvv27YSEhFBaWkplZSV+fn4iVqlHjx7IskxaWpogfiaTCb1ez0svvQTURicoYfFqtRq1Ws3Zs2fJysqiU6dOWK1WEhISePXVV8nOzsbNzY2oqCjxO8+dO5e5c+fy3HPPYbVab3mGquLRcfTo0Vv6vL8knMSvGdTtRuv1empqaoiIiKCkpITw8HCMRiM9e/bkxx9/pH379hw/fpwXX3yRM2fOAJCQkMDatWtJSkrizTffpLy8nHPnzjF27FiefvppVq9ejSzLqFQq9Hq9cNbs27cv8HMH78477+TEiRN8+OGHxMXFOew8aTQaUlNTad++Pampqbz44ousXr2aoqIioqKiRDdn3rx5PPbYY5hMJqKiohgwYABdu3ZtcLBv27aNHj16sHv3bpKTk1GpVA5SrJvt6PXu3ZuQkBC6dOnym81A+W/jZid+GzduZNSoUXh6el63zFNBbm4uvXv3ZuzYsaxcuZKoqChGjBhBUlKScKBVFqYDAwM5f/68mLYZDAagdufFZrNRXl5OcXExWq22UWMX+Jn4KZ+L3Nxc+vXrR0REBNCwIKmLpKQkQkNDHYxd6kunAB555BHatWvH/Pnzr/v9cOLW4FqlnllZWfTo0YNPP/2UESNGcOrUKXFd/RZw9uxZAgICHJpoTvx+oZifVFRUMGHCBFasWMFPP/3E+PHjCQwMpLCwkJCQEPR6PXa7nezsbBYvXoy3tzfl5eXMmDFDTFAyMzOB2nM1NTWViRMnIkkSrVu3Zs+ePXSNcSjaAAAgAElEQVTv3p1Tp06xY8cOevTowb59+5olfkVFRciyjJeXF5IkCaVSTEyMA2lTmhV1z1nF9K0xXLx4kYCAALEf6MTtB71eT+fOndm9ezdeXl6YTCZRg65btw6AsrIyxowZw44dOzh69CilpaWYTCZiYmI4efIkpaWluLq6EhYWxrhx48jMzCQsLIzBgwezZs0aAC5dugTUnt9xcXF06tQJWZYxmUzMmzePtLQ0TCaTuP+fO3eOoqIiAgIC+OKLL9BoNPTu3RtJkoiIiECSJNRqNZIkodFo+OGHH9DpdOJzdOnSJaZNm9ZkXfDwww9jt9sxGAwYjcZb+p6qVKoGE8/bHU7i1wzqdqP37dtHixYtWLFiBTqdDh8fH4KDg/nmm28YPnw4Xl5eHDx4kJdffhkXFxfmzZvHP/7xD5599llWrlyJTqfj1VdfJTY2FpVKRVxcnJCyqVQq8vLy0Gg0VFVViZFxQUEBKpUKo9FIRUUF27dvJyYmhrS0NNzc3ERnLjU1ldatWzNp0iTeeOMNOnfujF6vFzb3Li4upKSkUF5ejr+/P6tWreK1114DGhbQysHu5eXF/fffj6urK4888ggWi4Xi4mJKSkqIiYm5qff12WefxWAw/ObG478WlOnujeJmZJ5Qm3tTUFBAly5dHGQNf/zjH8nJyRHFrDIJViyjFeOBhIQEoqKiSEpKorS0FG9vb7Kzs7Hb7Y3u98HPcQ65ubmEhYWRnZ3NH/7wB/H15oxdEhMTcXFxEd3E+nuqCiRJYunSpXz55ZccOHDgut4TJ24NrkXqqdfr6dixIxkZGSxbtoyNGzcSFRWFzWajqqrqv/jT3jicMs//HdTU1LB+/Xq6detGXFwcgYGBHDp0SNw3FYMXNzc3fHx8KCoq4rnnnmPOnDm0bt2ay5cvM3PmTFatWoXRaOTcuXOo1WpUKhVRUVHExcWh0Wjw8vLi3LlzdO/enf3795ORkcHYsWPZv3+/2PGrC09PT6qqqsjPzxcqC0mSeO+997jjjjuw2+0O5+TZs2cJDAwU53tlZaUwf2kMzv2+2xtVVVUUFxfTtm1bdu/ejY+PDyaTSeTaKoaFPXr0EFNBV1dXvL290Wq1BAQEcOXKFc6dOyekmjNmzMBsNlNWVsasWbNETnNqaipQq9IYOXKkgzndgw8+SPv27UlOTkaj0SBJEufPn6e4uBgfHx/efPNN7rjjDmFaFBgYiM1mQ5Ik7HY7arWaS5cu4e3tTXFxMWVlZfz1r3/F1dW1SeK3Zs0aevfuTfv27Rk6dCgpKSm39L2dNm0aGzdupLy8/JY+7y8FJ/FrBko3WpZlEhIS8PT05LPPPsNkqnUvLCoqYt26dUyePFlMOBQ8/PDD/PTTT4wdO5aePXty7NgxNmzYwFNPPcXly5cBmDBhgnDZ0uv1lJWVYbPZ+Oijj3Bzc8NiseDp6ck333wD1B7S3t7e2O12MZ6H2g/ZDz/8QGRkJE8++SRQ29kJCwsDai16Fy5cyPr16wkPD2f48OF07tyZ/Px8iouLhaa/pKSEPXv28OCDDwK1WWhvvPEGlZWVTJgwgSNHjtC9e/ebdkQaP348eXl5VFRUOE1ergHKvuWNIDc3l6SkJEaPHi2yIK9H5mmxWHj66aeZOnUqeXl59O/fH5VKxY8//kivXr2QJEkc6oocQ+koh4aGik70vffeS01NDUlJSfj7+5OVlUVVVVWTEz/F1TMnJwer1YqXl5conKxWK0eOHBGT8fpISkqisrKSuLg4rly5gkqlIiQkpNHHBgYGsnTpUqZOneqQReTEfwfNST3NZjPLly8nISGBrl27kpqayqRJk4DaszAoKIjCwsL/5o97w3ASv/8dfPvttwQEBDBlyhTeeOMNPvroI7Rarfh6/Sy/tWvXkpyczIsvvkh0dDSZmZlER0fTp08f1q1bx8WLF3FxcRGh2Z07dxbKCYPBQHR0NN9//z3Dhg0jPj6+yYmfh4cHBoOB/Px8VCqVmPYkJSURERFBUVGRA/GrX0Rv3ryZQYMGERAQ0Ojv7dzvu72xf/9+AgICKC8vp7q6Gh8fH+GqaTKZ8PX1BWDJkiUsXLgQFxcXsrKyiIqKwsXFBYvFQpcuXTh37pz4O8fFxeHi4sK2bdsYMWKEMHlJSkpCo9GI+jYxMRGoXZnKy8sTU2pl2lhVVUVBQQH79+9HrVYzcOBAjhw5IibTZrMZWZbFXp+ikrvjjjuorq5mypQpQNNKoM8//5w2bdowevRoFi5cyLBhwzh9+vQte2+Dg4MZPnw4X3/99S17zl8STuLXDJRu9LFjx1Cr1RgMBvz9/XFzcxMGFQsXLuSzzz5rYEDw5Zdf0qJFC4xGI1arlVmzZrFo0SJiY2MF8bv77rsBSEtLQ5IkHnzwQXQ6HR999BEeHh7iAxEbG4u7uzvfffcdkiTRpk0bcajb7XZSU1NJSEjgs88+E2RQr9eL/1aWwdVqNWlpaQ7Tvr59+woit379ekaOHCkkpomJifTq1YvNmzcjSRJz585tVDJ3vXB1deWpp54iNDT0NzUe/7Xg4eFxw9ED69atY+zYsbi5ud2QzPP9998nPDyccePGcfnyZZFds2zZMqC2AK97gIaFhWEwGPDw8CAnJ4eTJ0+yY8cOZs2ahd1uZ9euXQQEBHD58mWKioqanfgpk8HMzEzCw8PFdZqcnExERESTkqJTp06Rk5MjpKZ33HFHsy60999/P4MGDeJPf/rTdb03Ttw8mpJ6pqWliZ2S+Ph4Dh06JBpZCoKDgxvkNN2ucBK//w0YDAaef/55qqqqOHDggINKQUFd4hccHMyCBQv48MMP0Wq1tGzZUtQHTzzxBJ988gmZmZlC5paXl4fFYiEwMJDLly+j0Wi4fPkyKSkpjB49mm7dupGXl4fVam1S6llcXIxKpaKsrAxZllm0aBFXrlwhLy9PhLZDw2u2qew+Bc6J3+2NXbt2ERERQUpKCvHx8SKbury8nNLSUmpqanB1deW+++4T35OdnU1UVBSyLFNaWkr37t3R6/XCIEWSJKKiolizZg1qtZqZM2eybNkysrKy0Gg0tG7dmnXr1onhgpubGxcvXhTED2rvAS4uLhQUFPDBBx/QuXNnOnTowKFDh1CpVNjtdqqqqrBarYL4RUdHU1NTg16vp0OHDmg0GkpKSsjJyWkQ53Pu3DlycnKoqqrijjvuYPLkybz33nuMGDFCOOLeCigTz9+Cis1J/JrC0aNEzZ/PZ2lpGJ56iulDhlBaWkpZWRlVVVX4+/vTrl27Rh2CMjIyeOWVV9iwYQPbtm3j73//O/7+/kyePFl09ADRBVyxYgUAkyZNol27duTk5FBZWYndbqdVq1aUlZWJ7EBZlkX0gyJjs1qtrFy5UnTijEYjZrOZjIwMALp06cKiRYuoqalh2LBhotiuH8yq2DRDrc67sLCQmJgYXF1dWbt2LUajkd27d98SjfQTTzxBSkoKmzdvdpq8XAWK4c6N4GZknrm5ufzzn//kgw8+cChIHn30Ub755htKSkqwWCyYTCZ++uknAAYMGIAsy0RFRXHgwAGsVisajYbY2Fiio6NJSEjA39+fzMxMcnJyrkr89u7di7e3N56enoK8NSfzLC8vR6/XOxi7XEuzYvHixezcuZPvvvvumt8fJ24ejUk9ly5dSseOHVGr1Tz++OPEx8c3StzrFtC3M7Kysqiurr5uQyUnfltITk4WhfGxY8eaVDPUvW4LCgrEvjTgUB/cfffd5OTkcO7cOex2O7169eLOO+/k6NGj9OjRg+rqaiIiIti9ezcGg4G77roLtVrNXXfdRV5eXqNST4PBQHl5OWq1WhTeEydOFM01Dw8P8fi605MrV65w7Ngx7r333kZ/J1mWncTvNseuXbuIiori3LlzDBkyBK1WS0lJCffddx82m4158+Y1iMPJysoiMjKSmpoa8vLyRPOtbkOgZ8+e7N+/H4vFwmOPPcaaNWuoqqrCZrPxwAMPcPLkScrKysSUWTF8UyZ+kiRRXV1NVVUVQ4YMobi4mNDQUPLy8kTkiFJrQO11bLVacXd3x2AwCCOXQ4cO0atXLzQajcPv8MUXX/DII4+QnJwsaoHx48ezdOlSRo8efctMWYYOHUpFRQXHjx+/Jc/3S8JJ/BrD669DfDy+27bR02ik/8mTvLxqFQNqaoR0bMGCBZjN5gYZU3a7nWnTpvHiiy/Sr18/HnjgARYtWsTHH3+MJEn4+/tjsVgoLy8XBc/69euxWq0MHToULy8voWOWJAlfX1/0ej133nknycnJALRt25aKigrsdjuzZ88mIiLCgYDm5+cTEhLCxx9/DNRK8MxmMwaDwSG77ODBg+IDrHQNFWfG06dPOzh8ubi44OrqSkxMDHffffdNGysEBwdz//3307JlS6fJy1Xg4eEhZA7Xg0uXLpGVlUV8fDwHDhwgODi4SaLVGObOncuTTz5J27ZtCQsLo6ioiJqaGvz9/RkzZgzLly9HlmWefPJJ3n33XeDnKbavry/Hjx8nICCA2NhYJEli8ODBpKam4uPjI1w9lSiI+lB2/A4cOMCDDz4oJCHQfH7f6dOnCQsLE1KUpvb76sPb25sVK1Ywc+ZMiouLr/k9cuLGUVq6hzNn+rB1azVHj3ZBr/+WoUOHMnv2bJ544gkuXryIVqttNMcPfjvET5mc3Ej2qRO/DaxYsYIhQ4Zw1113cf/99zcaUaNAuW7Pnz/PhQsXGDx4sPha3QabRqNhxowZpKamUlNTQ//+/enXrx+HDh1i4MCBAISEhHDu3Dl0Op34LAwaNIiMjIxGpZ5VVVUYDAbUajXnz593UAjVJW25ublUVFQI8rpmzRrGjh3bQNmkID09HW9vb2H05cTthezsbHLNuWS2zuR0i9O06dlGXIM9evTAy8sLm83WgDRlZWUJ91clpkmSJLHjB9C1a1c8PT1JSEggLCyMli1bClNAJacvLS2NDh06YLFYOHPmDN26dePMmTOioa18Xt58801SU1OpqqrCz8+PFi1aCHmyQko1Gg1XrlxBkiTGjx8vatTGZJ42m41Vq1YxceJE0tPTHaJKxo4dy7///W/uueceDh48eNPv8W/J5MVJ/OojKQneeguMRqT/FNpugIvZzAagc5s2eHt7ExkZiclkanAQLl68WBhfyLJMVlYWkiSJBWklE+3y5ctiYdVmsxEYGIgsy5w5cwa73c6oUaOQJIkrV66ITkhubi6yLBMSEiLG3rm5uQ0CKfV6Pd7e3mKMnZqair+/P4GBgaLrbDQaOXPmDD179gTg66+/Zvz48bi6ugINC2ZlkrJ+/Xratm3LyJEjb3qRdc6cOej1+t/MePzXglarRaVSOSxIXwvWrFnD+PHj0Wg01y3z/OGHHzh69CivvPIKUDuZUUxWAAe55+zZs9m9ezcZGRmiICkuLkatVlNZWSl2B8aNGyc6gQEBAU12xKGW+KWkpGAymbj33nuFOy00P/FLSkpCq9WKzMBrnfgBxMfHM2HCBGbPnn1Nj3fixlFZmUhy8j0Yjcm4uoLReIbExHuoqDjC/v37WbJkCWq1utEcPwVBQUG/CamnU+b5+8OFCxd49913Wbx4MU8++SSLFi1i3759pKWlNSuHhJ+J39NPP82YMWMcmqh1J34AM2fOpKSkBLVaTZs2bQTxu/POO9FoNJhMJry8vAgICBD3+4EDB3Lx4sVGpZ6KkshisTjE66jVanFmws9FtHLm1lUDNQbnft/tjWXfLsPwsIGTHicx9zEzYtMILpVdIioqivT0dHx8fKisrBT1n4KsrCxcXFxo0aKFiAwJCwtz8HmIjo4mKCjIIcTcbrej0+nYuXMnLVq0QJIkJk6cCMCZM2fw9vYmLCzM4VqXJAlPT09kWebChQtYLBbCwsKoqqpCr9eLSKuqqipCQkJQq9X06dNHNC8aawgnJCQQEhKCLMu0a9euwe83ZswYVq1axQMPPMC+fftu+n2eNm0aGzZsuO39ApzErz6WLYNmMtPuprY7obht1u1Gp6Sk8M9//pPPP/8ctVrNli1byM3N5Z577mH58uXicXWJHyAI4KZNm0SmWN++fZFlmZKSEmRZpk2bNlitVgwGA5Ik4e7ujizLDBgwwKGLAZCXl8eVK1eEGUZFRQUnT55k+PDh4jHHjh0Tu4OyLDewaa5P/E6dOkW3bt1wdXXlk08+oXv37gwbNkxkAt0IevbsSatWrSguLubIkSM3/Dy/dyjRHddD/GRZvmGZZ01NDbNnz+a9995zuL6V6xZqiwuTyYRKpcLf358ZM2aIfUBJksjJycHDw4OioiJxCCrFr16vx8PDo9npY0VFBcuWLcPT05PIyEhB/HJzc6mqqmpSNpeYmIjRaKRHjx5UVVWRnZ3dLMGsjzfffJOkpCRhS+3EL4Ps7Lex2x3zE11dYfnyYQ6kvm6OX30EBwf/piZ+Tvw+YDabWb9+PZWVlZSXlxMUFMTRo0dxd3cXu3bNISgoiFOnTlFaWsof/vAHhyw/ZeKnNEKV+BqdTieing4fPkyXLl2QZZm8vDxMJpODdPPOO++kqKiowQqFTqejpqYGjUaDxWIRhhnKPlZdc7q605OUlBT0er3DZLI+nDLP2xufpn2KTWUDCVCBRbIQOC4Qq9XKlStX8PLyoqKiogExys7Oxmaz4efnh7e3N6dPn3bYA4Xaa1aSJL755hsyMjJIT08HaidgW7dupaKigqCgIAYMGCDu4Xa7ne7du5OamorNZhN17smTJ2nXrh0HDx7EaDQSHh4unGiVvFaz2UxVVZVoMqtUKsxmMydOnKBPnz4OP9vnn3/OtGnTmlX+jBgxQjTJf/jhh5t6n0NDQ4mPjxcZ3bcrnMSvPnJyoAmXOQ1Qk51NUFCQ0CvXDReeMmUKCxYsoHXr1lRWVvLss8/yySef8MILL7B48WKhUVYO97rEr6SkhGeeeQatVkt0dDTbt2/Hy8uLwMBAXF1dOXfuHC4uLmRnZ4u9KqglefUL2+3btyPLsrA6Dw4OplWrVg7FR92DPSkpCaPR6NAtSUxMdJiU1D3YVSoVS5YsYeDAgQwdOvSmnPWef/55dDrdb2I8/mtBmfhdT9B4cnIyVVVV9O3bl4MHDxIUFHTNMs933nmHdu3aOSx5gyPxkySJHj16iM7fnDlzWLlyJRUVFbRo0YKqqioqKyvRaDRCouzl5YVOpyMzMxONRtMkIZNlGYPBQHJyMhUVFYSHhwvip3T1mpLNJSYmotfr6d69O8nJyXTs2LHRkPemoNPpWLlyJc8995xDQebErUV1dSbgKF1WqcBiyXX4t/rNtbr4LUg9S0tLycjIuOWhwU78erBYLA4KFY1Gg7u7O19//TUTJkxoUDzXh06nIyUlhaVLlxIZGelwzvj6+iJJkiBtRqMRWZYxm814eHgQGBhIYGAgxcXFIsesurqagoICsVvk4uJCp06dyMvLc3hdSZKEW7i7uzs+Pj6o1WpSU1Mxm80O9/u69cFXX33FpEmTHILd6+PEiRNO4nebwmazUVRV5PiPEsiuMmVlZYwaNUqYF9Z1n4XaiV9FRQU6nQ4PDw+ysrIaNACio6O5cuUKffr0YcGCBeI6qK6uJjAwUKw2dejQAVmWRcOiLvEbM2YMADt37qR9+/YcOXKEO++8E19fX8rLy5FlmcjISPGasiwzZMgQsQJy6tQp2rRpI4wJoValtn37diZNmnRV5c+QIUPYuHEjDz/8sAiyv1EokVe3M5zErz7694cmpEUyoPqPxEKWZSwWizjk33zzTQIDA5k1axYAf/3rXxk+fDgDBw4kLi6OmJgYEZCpyDlsNhuyLBMRESEySWw2G5MnTyYxMZGwsDBkWUar1XL06FHCw8PJyclh69atophVwtsVGI1G1q9fz7333ituKJmZmbi4uDRp1fzVV1/x8MMPiyLebDZz/vx5h85O/Y6eJEm8/fbbjB49mvj4ePR6/Q293Q8++CBGo5ENGzY4TV6agJubm0NswrVg9erVIuj3emSemZmZvPPOO7z//vsNvlaX+AEiX6e0tJTIyEhGjhzJZ599RseOHZEkCYPBgE6nQ6/XC1mwn58fBQUFmM3mJoloVVUVKpWKWbNmiRuOEl/SnMzTarVy5swZIiMj8fLyuub9vvro2bMnTz31FDNmzHBKkH8hBATcj0rleM6qVFoCAhzNI65G/G53qedPP/1Er169rqv54MTtDQ8PDzp16oSLiwsajYa+ffsiSRJffvnlVWWeUDuFcHNzo3fv3oSFhTVoMNWVe27cuBGoLd4Vmb0i92zfvj1qtRpZlsX+tHKP6N69e6MNWeXxOp2OgIAA3NzcOHHiBC4uLmIdxWAwcO7cOeLi4rDb7VeVeSqTGqfU8/bEqVOnCLgSgLvLz+eou4s7neXOGI1G7r77biRJoqqqysHcpaamhpKSEoczVjEIrIuQkBDKysoYN24cW7duFV4EVquVyspKYmNj6dy5M6mpqeJeruRPKpENcXFxaLVa9uzZQ2hoKCaTiaFDh+Ln50dJSQkBAQEOjYd27do5KIEa2+9bv349Q4YMwd/f/5pqgQEDBrB161amTp0qItRuBMOHDxexFrcrnMSvPh57DBq5SVuAC0Dn6dOFRt7d3R1Jkjhx4gQffvghy5cvR5Ikjh8/zpo1a1i0aJH4/j/96U+8/fbbyLIsCmhlsbWsrAyLxYJGo2HcuHE88cQTlJeXExkZSVlZGZIkkZKSQteuXbly5QqnT5/Gz88PqNXnK0HtAAsXLiQgIIBu3bqJm0CXLl24ePGiIHJ2u10U0Dabja+//tpB5nn+/Hmio6MdCq7GNPySJPGPf/yDCRMmMHjwYHJzHbv11wIXFxeeeeYZAgICHDTiTvwMhfhd68RPlmXWrFlzQzLPP/7xjzz//PMOy9sK6hO/4uJivLy8xN9t7ty5vPfeewwdOlS4dQ0cOFAcvIAIjS0rK2ty4nfu3DlsNhvDhw8XUiels9ecscuFCxfw8fERe6vXs99XH3/5y18oLCwUe4xO3FqEhz+NTtcWtbpWvqNSeaLVtiIi4nmHxzW34/dbkHoeOHCAAQMG/No/hhO3GA888ADTp0/n8ccfZ/jw4Zw8eRKz2dxktqiCY8eOsWvXLpEPHBwcTGFhoYOzbV2DlxUrViBJEn5+fmzfvh34mfj16dMHq9WKTqcjPj4enU7HmTNnAOjVqxelpaUOr11dXS1koVDbhNNqtSQmJhIeHi4ed+TIEe644w60Wi2HDh3C09Oz2XP08uXLuLm5NZmV6sSvi507d/KHVn9gWsw01CY1oZ6h/GvYvwgrqh0sdOzYUUSH1T1rc3JyCAsLIz09nYqKCqEgq79apFKpiIyMJCoqiuLiYk6fPi0aXXl5ecyfP59hw4bxww8/0LZtW1QqFXv37qVLly5cunQJSZKorKwkJCSEtLQ07HY7Wq2WAQMGUFpaisVioVOnTg5nvd1uvyrx++KLL5g6dSp2u/2aa4G+ffvy7bff8vjjj4umy/WibqzF7Qon8asPf39ISMAeHEwlUO3igkmSOAGMAgbHxwvphU6nE+GRixcvJjw8HKvVyhNPPMHChQvx9/cXTzt69GjMZjO7d+8WB/vZs2eBWuKndFq6dOlCVFQUOp0Om82GxWLBYDCQmZnJnXfeSVVVFdOmTcNoNKJSqfDz8xMHeVZWFkuWLCEmJoaKigrx2lFRUURGRgqNdEpKCv7+/oSEhLBv3z6Cg4MdPsz1uyMGg4HLly/TsWPHBm+XJEnMnz+f6dOnM2jQIAdicK2YNWsWBQUFfPTRR84JSyO43onfkSNH0Gq1dOvWjYMHDxIYGHhNe27bt2/nzJkz/PnPf2706/WJX15eHq1ateLTTz8VXbvo6Ghx85Blmbvuuovq6mqxf6J0A0tLS2nZsmWjr/PBBx/g5+cnZJ7K91VXV5OSkuJgQlAXiYmJeHl5ia/f6MQPahsSK1eu5C9/+QtpaWk39BxONA212oMePY7TocPnREW9SocOnxEXl4hG4+3wuOZ2/H4LUs8ff/zRud/3O4QkSYSGhhIUFAT8nHHXnHOrzWbjqaeeYtGiRUJapxhn1L2OlYlfYWGhmIi4u7vz/fffU1lZKYhfv379kGUZNzc3YTZ36NAhoDZY22QyORiwvfPOO7i4uGCz2bDZbHh5eeHu7k5mZqaD+qKu2/e1/F7Oad/tjV27djFyxEhicmN4vPxxrsy7wpxec8T6kNJUrd9kUzL8Ll68SF5eHhUVFfj7+zcqZW7ZsiXffPMNwcHB2Gw24UovSRJjx44VxK9nz55IksThw4f57rvvUKlUSJJEeXk5sbGxVFZWUlhYiMFgIC4uju+++04YyxUV1cpV1Wo12dnZRERECCVQfeJ36dIlUlNTGT16NBkZGcIh9FoQFxfHjh07eOaZZ25413/69OmsW7fupt3vfyk4iV9jiItj1b/+xZt9+jDXw4PPn3iCvkDpf6xu7Xa7iHJ49dVX6dSpE5MmTQLgww8/xMfHh0cffdThKVUqFfPmzWPRokXiYFcMX5QAy/DwcBISEgDo2LEj2dnZtGjRAj8/P4qKivj++++B2pDsyspKJElyGH//+c9/Zs6cOVRUVLB7926g9gaVn5/fpMyzsVDW+gVzUlISsbGxzcqVXnzxRebMmcOgQYOuu1AODAxk/Pjx5OfnO01eGoHSFLhW4qeYulyPzNNkMjFnzhw++OCDBjp/BfWJX2FhIZ06dcJkMom/29y5cx06Ze7u7tTU1PDjjz8CiAm2u7t7o9dTSUkJmzdvJjIyktzcXDHxU+QhXbt2bfLnS0pKoqamhh49emCz2UhOTm4Q5no96NSpE6+88gpTp05tkDXnxM1DpXIhMPAhWrd+g6CgCahUDQuK5qSeAQEBlJSU3LZ/G6Xh0bt371/7R3HiF4TVamX16tUOqpnGsHTpUjw8PHj00Ucdmhb15cLqsDgAACAASURBVJ5KY3jdunV06dIFV1dXzGYz/fr14+uvv6ZTp07k5+cLozej0UhOTg4xMTFs27YNqFVWuLm5CZv6nJwc3n33XfHvSg6ap6cnhYWFDvd7Jd+3pqaG9evXi9qmKTj3+25fVFZWcvLkSQYOHMju3bsZMmQIULunevr0aSRJElMzo9HokOOYlZVFaGgohYWFREVFYbPZaNOmTaOvEx0dzffff09oaKhQxMmyjIeHB0lJSfTt25ezZ8/St29fbDYbKSkpzJ8/XwwcysrKGDhwILIsc+rUKaKiotiwYYOIsjIajUIhZ7fbKS4uJiQkBLvdLuJJ6irfVq5cycMPP4yrq+sNKX/uuOMOvv/+e+bOncvKlSuv63sBwsPDGThwIGvXrr3u7/1vwEn8msDqtWsx9+tHcmwse0tKRGjkkSNHHC7sr7/+WmT0ZWdn88Ybb4j/r4/Jkydz+vRp8vPzKSsrE/K3mpoavLy8ePHFFzlw4AA5OTmMHDmS3Nxc0c2zWCyi8E9JScHV1VXosgH279/P4cOHeeGFF7hy5YooxF1cXLhy5UqjxM9kMrFlyxb+8Ic/OPyc9YnftVo1P/fcc7z00kti3+B68Oyzz2K1Wlm6dOl1fd//Atzc3JBl+ZqknjabjXXr1jFp0iTsdvs1yzzfeustunfv3iAapC4UMqYU2uXl5bRs2dIhu+bee++lpKREXP+JiYnEx8fz008/IcsyRUVFzWYSfvzxx/Tr14+AgABycnIcJn6JiYlN7vdBbee5sLCQ7t27k5aWRmBgoIiSuFE899xzaDQakVPoxH8XzRE/jUaDj4/PbZu7eOLECTp06NBkVqUTvw/88MMPREdHN2uepdfr+dvf/sZHH32EJEnNEj+lMbxq1Spatmwp8vdmzJjBJ598gkqlolevXg4OhMePH+eee+4Re0U6nQ6NRiMs6l944QWeeuopJElCp9NhtVpxdXXFy8sLg8EgzlWr1crhw4fp168f3333HbGxsQ4FdWNwTvxuX+zdu5fevXvj5ubGjz/+KIxZvv/+exFzoEzNqqurHc7arKwsERWiEPumCJS/vz8ZGRlcvnzZoUH99NNP8+mnn6LVaunXrx/V1dVIkoReryc+Pp4ePXpgt9spKSkRpDMlJYX+/fvz17/+lXnz5mG32zl58qSoKZRIM2VftaioiP79+4uv2+12Vq5cydSpU4EbV/7Exsaye/duXnnlFT777LPr/v7bOdPPSfwaQUFBAT/99BOnT59m6tSpbN++HZ1Oh0ql4i9/+QtWq5WKigry8/P55JNPCAgIAGrJy5w5c5qU1bm5uTFnzhxeeuklbDabkIIqLkdTpkxh0qRJfPbZZ4wbN05o8pVOx9y5c3F3dyc5OZkWLVoI587CwkKeffZZFi5ciE6nIy8vT0xFdDodxcXFjRK/bdu20aNHD8LCwsTXZFlu8EG5HqvmJ598ktdff50hQ4YIKeu1oHv37nTo0IENGzbcdD7g7w3XM/Hbu3cv4eHhtG3bloMHD141Lw8gLS2NDz74gP/7v/9r9nFarRZ/f3/hFmcwGIiJiWHatGls2rSJ8vJy1Go1s2fPFvKRpKQkpk+fjl6vp7i4GBcXF7RarUMHT4HJZGLJkiWMHj0ab2/vBhO/ayF+EREReHl53dR+X12oVCo+//xzFi5cKNxJnfjvobkdP7i99/ycMQ7/G2hMNVMf8+bNY8aMGXTu3BmgAfGr68DZsmVLLly4QHp6OiqVCl9fX4xGI/fccw9lZWUcP36cfv36sX//foKDg/Hw8ODUqVM89dRTFBcXU1VVJWKa9u3bx4EDB/jxxx95+eWXxaTParWiUqmE2Yaym5icnEx4eLjYub/a7yXLsnPidxtj165djBgxghMnTtCyZUsCAwOBWkO/+Ph47Ha7uFdXV1eLdSCoJX5qtRqtVktsbCyyLDeIclCQn5+Pj48PXbp0QaVSCQOhOXPmsHbtWgwGA8OGDSMpKUl8/ZlnnhG1SWlpKZWVleK6LSkp4Z577hH70UVFRaIOqmtEZLfbKSgocKgL9u/fj7e3t6hhb2blo0OHDuzZs4fXX3+djz/++Lq+d9SoUVy5ckUMeG4nOIlfI1i/fj2DBw/m1KlT6HQ6AgMDmTp1KqGhoRiNRq5cucKaNWvw9fXl3ntrXei2bt1KSkoKL730UrPP3bdvX3bt2oWPj4+QoWm1Wh599FHc3d154oknWL58OZ06dUKlUlFSUsL58+eBWt2yn5+fkIDa7XZatmzJa6+9hre3NxMmTECv12Oz2cQk0MvLi8rKSnHh6/V6SktL6dixI1999VUDeUp2djZubm7igwXXn9Hz2GOPsXDhQvFBv1b86U9/QqfTsWrVqmv+nv8FXM/ET5F5Atck85RlmTlz5vDCCy842CU3hbrGRGazmZiYGIKCghgxYoQweWndujWSJGGz2cjIyGD06NFIkiQiSpTOnhI4rOCLL76gV69e+Pr64uXl1WDil5SU1KSxi16vp6amRuT43MxhXx8tW7bkrbfe4tFHHxUhsk78d9Dcjh/c3nt+TmOX3z8MBgPbtm1roJqpi4SEBA4ePMhf//pX8W91r9vQ0NAGE7+MjAwmTpxIXl4e/v7+2O123NzcmDVrFp988gkdO3aksLCQXr16YbPZyMrKonXr1uh0OlasWIFOp8NsNpOcnMwzzzzDW2+9hYeHhzCDsVgs2O12rFYrkiQJZYTSFC4rK2PXrl2MGzeu2d8/NzcXSZIczGGcuH2wc+dORowY4SDzrKys5Ntvv2X06NHY7XYh9aypqXEgftnZ2ZjNZsxms4hJUHZa6yMpKYnq6mrGjh0rrq2oqCjCw8MZNGgQa9asYdiwYSQkJIihRFJSkgPxKykpwc/PD5vNxoEDB1iwYIEwMYRaEga1Sg9l2KIQv7p1gWLqokwAb7YJ3LZtW/bt28fChQt57733rvn7bmeTFyfxawSrV69Gq9XyyCOPsHnzZsrLy3nkkUeIiYnBZDKRk5NDcnKy0CdXVlYyZ84cli5d6mCHWx+XLl3i4YcfZuTIkVRUVIjui9Vq5cknnwSga9euRERE8P3339OmTRssFotYlj148CAhISGUlpYSEBCALMu0b9+eL774gvfeew9Jkli6dClqtVossnp6eorRONQe7H379qWsrIw9e/bw4IMPOvyM9Qtmk8nEpUuXiI2Nva73cPLkybz//vuMGDFC5AtdDWPHjkWSJBYvXuw0eakDNzc37Hb7VSd+NTU1bN68mYkTJ2K329mwYcNVid+WLVvIzMzk+eefb/ZxChTiV1BQgEqlEjd8JbtG6TIrRkAlJSVCrrx27VoxvXF3d2fDhg3ieW02G2+//TYvvPACFRUVDSZ+1dXV+Pj4ODQk6iIpKQlfX18hObpVEz8F06dPJyoqir///e+37DmduDqak3rC7RvpYLfbG3Wac+L3hS1btnDXXXeJe3l91NTU8PTTT/P+++877E81J/X09/cXRXR+fj4BAQF4eHggSRLTp09n48aNXLlyRbgmGwwGqqurKS8vp3379qxbtw5XV1esViuhoaFYrVbRDLRYLCKGoqqqShjMKFCu2Y0bNzJs2DCHwrsxKNO+5sxfnPh1kJGRQXl5OV27dnUgfso1GxUV5UD8zGYz3t4/m2spGX7FxcXk5uaKa6Y+9Ho96enpGAwGhxpFIZFKs6Jbt24UFhZSU1ODRqMhISGB0NBQoNYvQK/Xi7P+5ZdfJjg4WEzCvb29BdkDxHVZWVnpMNgwGAxs2bJFDDRKSkooLS1t1KX8etCqVSv27t3LkiVLHNz6r4bHHnuM1atXN/q+/ZpwEr96yMzMJDU1lX379jF58mR27NhBUFAQXbt2xcvLi+HDhyPLMl5eXmJ347XXXmPIkCHEx8c3+bx5eXmMGDGCv/3tb0yYMAFZlsnKygJqzU3qOmYqH5TWrVsDtRMUX19fzpw5Q1RUFGazWXyolA9L9+7dsVqtwhnTZDIhSZJwTVKgyI/Wr1/PqFGjHD7o0JD4nT59mg4dOjRLaJvC+PHjWbZsGXfffTc//fTTVR+v0Wj44x//SH5+PkePHr3u1/u9QiF+V5v47dy5k9jYWCIiIoTMU+mSNYaqqiqef/55Pvroo6uGDitQiJ9er0eWZdEBHDJkCBUVFRw/fpwdO3bwt7/9DagtgHNzcxkwYADHjh3DxcUFo9FIly5d2LVrl3jezZs3ExwczF133SWIX92Jn8lkanaPJDExEZvNJh5zKyd+UGuS9Omnn7J8+XIOHz58y57XiaahdI6bM5W6XaWedZ2Tnfj94moyz0WLFtGhQwfuu+8+h39vjvgdP34cFxcXYV4UHBwsCuLg4GCGDx/OV199RXBwMAEBASJ/9+TJk4waNYpjx46JyV5eXh69e/cWNYDFYkGSJFxcXKioqKC8vNzBLEupD1atWnVVsxrlNZ37fbcnvv/+e4YPH47FYuHw4cMMHDgQQEh4vb29kWUZm80miJ9S0yr1aVZWFt7e3pw4cQJfX99Gz9pNmzaJOuPLL78Eav0AlDiRkSNHUlBQQGJiIm5ubnTu3Bm73c6JEyfEdVlWVkZWVpbInlQMsZQJW5s2bYTaxm63i/o3PT2doKAgcY/YtGkT/fv3F+eu0gBWPiM3g+joaPbt28fy5ctZsGDBNX1PZGQk/fv3FxnetwucxK8e1qxZQ48ePWjTpg3p6em0aNGCadOmiaVo5YA2mUwUFRVx8uRJvvrqK95+++0mn7O0tJSRI0cyY8YMZs2axe7du4mMjBQ7Q/W7whMnTuTgwYMcOHAASZIICAggKCiIwsJCsReo7MGlpKRgMpmoqKhg/fr11NTU0L59e0wmEyqVCpvNJsxo4OeOXlMH+83s9zWG++67j5UrV3LfffeJRfPmMGvWLCwWC4sXL77h1/y94Vonftcr81ywYAF33XWXWPi+FijELzMzE1mWReNApVLx+OOP8+6771JUVMRDDz0k7JwVKVRRURFmsxlZlhk3bhznz59HlmVkWeatt97ihRdeAKCiogKtVktNTY2YXF+N+J06dYqSkhK6d+9OUVERlZWVTcZF3ChCQkL48MMPmTJlym3Xwfs9wmQyodPpmp0m3K5ST+d+3+8feXl5HDlypAGpU5Cens7ixYt5//33G3ytOeK3atUqoqKixMQlJCTEYVo4c+ZMEhMTGTx4MEVFRSKaYceOHQwePBhXV1f27NmDLMv06dOHCxcuALXFvNVqxW634+rqSkVFBaWlpaLpl5WVRU1NDW5ubpw+fZq77777qu/BzdYHTvxy2LVrFyNHjuTw4cN06tQJHx8f9Ho9hw8f5r777hPNhJqaGiRJwmKxiPt5eXk5KpWK9PR0unbtSkpKCi1btmz0rFXqTqVZC3DPPfeQl5cn1GozZ85k/vz52O12goODsdvtZGVlYTQagdqm/4ULFygrK8PV1ZWtW7eSl5fH6tWrAUSsmbJCoiiH0tLSxNQQfpZ5KrjVDeDw8HD27dvH6tWrmT9//jUp0xQ11O0EJ/Grh6+//prS0lJmzZrFmjVrKCkpEcV0fn4+ly9fJjg4GB8fH06dOsXMmTP517/+5TCGrguj0ci9997LkCFDeOWVVzAajXzzzTfMmjVLZHwoI3gFbm5ueHh40LVrV+Hc2aJFC1H4K06dAAMHDqRnz54cPHiQ119/HavVSmxsLO7u7qhUKrEjU1ZWhtFo5OzZswQFBXHu3DlGjRrV4Oe9UUfP5jBq1CjWrFnDuHHjHJzIGoO/vz8PPfQQW7ZscZq8/Aea/8SImEymJh9TVVXFd999x7hx467JzfP8+fMsX7682YZFY1Ac5y5evIi7u7tDUT59+nT+3//7f8THx6NSqfDx8UGWZfbs2SM0+GVlZURERPDggw9isVi4cOECe/fupbKyUuzLVlRUYLPZCA8PF89fU1Mjgtkbw9GjRwkLC3Mwdvkl5EcPPfQQvXv35sUXX7zlz+2EI6623wdO4ufEr4c1a9YwduzYRq9Rxbziz3/+c6OumE0RP4vFwtq1a+nZsyfp6elUV1cTEhLi8Bru7u6o1WpatWrF8ePH8fPzw8PDg0OHDtG9e3fMZjPLli2jpqaG119/nVOnTmEymUSRbbFYcHV1pby8nIqKCnF/UZrCa9as4aGHHmoyNqcubkV94MSth9VqZffu3QwbNsxB5rl27Vruv/9+3N3dxd/XbDajUqmwWq1i1zMrK4uIiAhKS0vp168f+fn5xMXFNThr9Xo9J0+eJCsrC61Wi9lsRpIk2rRpg1arZf/+/QBMnTqVHTt28Je//EVk+mq1WlJSUoDafTjluTt37syePXt49913xaQuNzdXkFGbzSYmfGlpacKcMCsri8TERFFHwK1f+YDaBvCePXvYsmULL7/88lXJ3+jRo8nOzr6tzOGcxK8Ozpw5Q3FxMZcuXWLkyJHs2rWLbt26ERUVhV6v59ixY0ybNo2AgAD0ej2enp7o9XqmTZvW6PNZLBYmTpxIy5Yteffdd5EkiW+//ZaePXs6SCeVPSYFixYtIiQkhPT0dDw9PcnLyxNFvyLNUDT+nTp1YtCgQXz++efk5eXRp08fEfitBGO2aNGC0tJSjh49SpcuXdi0aRPjx49vIO8rKyujoKDAIavlVnX0hg4dysaNG5k0aRLbt29v9rFKUX0j+Sm/VyiBv03hm2++oW/fvgQEBHDo0CFatGjRpMxTlmVmz57Nq6++6tAtuxYoE7+MjIwGNvUhISH4+vqK7rSyF7p//378/PzQarVUVVXRvn17WrZsiZubG5s2bWLhwoX8+c9/Fod8RUUFZrNZyDwLCgqw2WxN2qWbTCays7OFM90vcdjXxZIlS9i6davI1XTil8HV9vugVvp2O+74OYnf7x/NyTw3b97M5cuX+eMf/9jo1+sSv6CgIEpKSrBYLPzwww+0bt2abt26cf78edRqtQhaV7Bz50769evH2bNnOXToEO3atUOWZS5cuEBQUBDe3t5s3boVf39/AgICiI2N5ciRIxQXFwvbfldXV8rKyoThCzjKPK/m5gm1E8+amhqioqKu961z4hfGsWPHiIyMJDQ0lN27d4s1pLpKL4X4VVdXC0JVl/j5+/uj1WqJiIjAZrNx1113NSB+mzZtok2bNtxzzz2UlJSIdRS1Wk2HDh2E4duuXbvw9fVFp9Ph5eWFp6cnNpuN06dPAwgvCxcXF+677z5SUlL4+OOPxT2/oKBATKcVF1KLxUJ2drYgfl9++SUTJkxwaFjc6omfgqCgIPbs2cOuXbuYN29es+RPo9Hw2GOP3VYmL07iVwerV68mOjqaRx99lISEBLy9vZk+fTqyLPP4448TGxtLaGgoKpWKzp07U1JSgtVqbXR/zW63M3PmTGw2GytWrBBF7Zo1a5g0aRLr168Xj627B3L06FHeffddNm3aRHR0NGFhYcLZU5IkLl68KOzwdTodVVX/n70zD4/p3v/468yWmexBSCIRe1SEWqq0dlpKiaUUxdVaf2i5F6UtSi2tbrprq7QUIUW5aokWsccWIkFCgiaRfZlss8+c3x/TOVckIdoibfN+njxPO3PmnG/kzPd8lvfn/S6hS5cu7Nq1SxLbcNA7wR481a5dm/z8fI4dO8YTTzxR4cZ+4cIFQkJCJFN4o9FIfHz8HzLBvhVdunRh586djB07lh07dlR4XEhICEFBQbz//vvVIi+/QS6XSxXb8nAvNM/NmzeTm5vL1KlT73kdgYGBEvf/9sF/s9mMVquVvKQcHWWH0mytWrWwWq00b94cQRBo0aIF4eHhXLhwodT9WFhYiF6vlwoix48fR6VSSZXp2xEXF4eHh4fUEbxfm70Dnp6erFmzhpdeekmaY6jGn4/KJH5VseOXkpKCTqe7o69bNf7auHTpEhkZGeXS5IuLi+86O33rfSuXy/H29iYzM1N6NgcGBpKYmCiNmNxK9dyzZw8zZsxg//79lJSUEBwcTElJiUT7dCRi7u7u6HQ6unTpwqFDhyQPVb1ej1KppLi4GGdnZylYP3bsGHXq1EGr1VaqaOGY76sWdql6cNg4lJSUcO7cOZ588kkSEhJITU2Vun/lJX6OZ3pycrJk+5GXl4dKpaJp06bSDJ4D4eHhaLVa/Pz8JKsmhUKByWSiZcuWbNu2jZycHBYsWMC8efNYtWoVvXr1wtPTE6PRWCrxc3JyIigoiJ49e2K1WrFarYwePRq5XI5SqaSgoECieJpMJs6fP4+XlxcajQZRFMvQPE0mE1euXJEsVP5s1KxZU1Lsffnllyv0JgYYN24cGzZsuGMM9yBRnfj9BocZ+9WrV5kwYQIbNmxAq9Xy3HPP8e2335KamkqXLl0wGAzYbDays7ORy+XMmjWLSZMmSTN0jnPNnj2bq1ev8sMPP0ht6YKCAn755ReaN29OfHy8FMgmJSUBdoWikSNH8sUXX1CvXj0mTZqE0WiUvHwcnT7HkKu7uztFRUXI5XJKSkp47bXXyMnJwWAwSMII/v7+1KhRA61Wy7Fjx/Dz80Ov15cri397wBwXF0fjxo3v6KN1r+jQoQN79uxh4sSJdxx4XbBgAVlZWdUiL7+hIkUtsM+QRkZGMnDgwLuqeRYWFjJr1iy++OKLChOpO8HNzQ0nJydSU1PLKGyeOHGCRx55hIKCAs6ePSslomAfKL81eAF7YhgXF8f06dNLdcCLioooLi6WOn7Hjx9HqVRWOKAdExODIAj3TdGzPDz11FOEhobyyiuv3Nfr/JNxNw8/qJqJn6NzUh0Q/32xfv16Ro4cKRVJb8XChQvp3r07Xbt2rfDzDuEWq9UK2OmeiYmJ7Nq1i2HDhpWyzVGpVFIBJDMzk8TERPr27Uvfvn3x9fWlVq1alJSUYLPZOH36NElJSTRr1oySkhL0ej1du3bl0KFD0vyVTqeTElJBENDpdGi1WhITEzl37hwvvPBCpcQwquf7qi4cid/Ro0dp06YNLi4ubNiwgeHDh0vPfcffuKSkRPLWcyR+KSkpGI1G5HK55I97+17roHnqdDqOHj2KXq/H09MTV1dXSkpK8PHxoVWrVkydOpXu3bvz8ssvk5mZSaNGjZDL5QiCUMrr2Waz0bVrVx555BGsVit+fn54enoil8txdnaWEkuwdwCPHTtG/fr1kclkREVFIZPJJFEYsBdnHBYn9wteXl78/PPPnDt3jsmTJ1eY/AUGBvL444+XUjJ/mKhO/H5DVFQUFouFpk2bEhAQwIEDB3jqqafQarXMmTOHdevW4eLigl6vp6CggLy8PHr27Mnx48cJCAgoNSv17rvvEhERwU8//VQq2N2+fTvdunVjy5YtuLi4SEIta9asAeDll1+mW7duknfOsGHDyM3NlYa3PTw80Gq1FBYWAqBSqSgqKuLNN99ELpcTEhJCZmYmBQUFmEwmbDYbjRs3xtPTk9zcXI4fP05SUhIvvPBCuUHJny3sUhHatm3Lvn37mD59eoWefaGhoajVapYuXfqnX/+vCIcaZnnYtm0bTz31FO7u7hLN81aV2FuxcOFCnn766Qr98CqDwMBAsrKyJIqFA3v37uWZZ56RvGscEspyuZwVK1ZIm2JCQgIAnTp1wmKxEBoaWuo8hYWFFBYWSh2/Y8eO3THxi46OprCwkNatW2M0Gu9rle9WLF++nJMnT7J169b7fq1/Iio741fVqJ7VNM+/N2w2Gxs2bGD06NFl3rtw4QLr1q27q+S7QqHAw8ODvLw8wJ747dixQ7KGqF+/Punp6SgUCsxmsxRHRERE0LNnT5RKJZMnTyYrK4u8vDwEQUCtVjN//nwaN26Ml5cX+fn5lJSU0KlTJ06dOsWVK1dQqVRSQC+TySgpKUGj0XDgwAHatm3L5s2bK0XzhOr5vqoKrVbLhQsX6Ny5MwcPHqRHjx6Ioiiped4KmUxGUVERgiAgiqIkppacnExeXh6BgYHExMTQsmVLvL29ycrKklhYW7duJTAwkD59+kjG7I45QQdbo1+/fvz4448sXbpUEnm5dOkSWVlZkpUEIM0HDhkyRGLD1a5dm4yMDORyOQqFArVajVqtRhAEKfELDAxEEAS+++67Ut598GAKwGBvwERERJCQkMBLL70kFXNuR1USealO/H5DWFgYGo2GyZMns3PnTjQaDWPHjuXFF19k9uzZhISEoFarKSwsJD09nXbt2tGzZ0/OnDnDpEmT+OCDD0hKSmL16tV8+eWXRERESF+iW68xdOhQ1qxZg4vVykS5nDcA31OneHfZMk6cOFFKzVKj0TBq1ChEUUSr1eLp6YnJZEKhUEgqTNnZ2Zw4cYJu3boRFRVFRkaG9KUSRZGWLVvi5eXFpUuX8Pb2ZseOHRXKND+oxA+gVatW7N+/nzlz5rB69eoy78vlcqZPn05ERES1yAv2QKGixK+yNM/Y2FjWr1/P8uXL/9BaAgMDKSwsLCNasGfPHvr06cOLL77I5s2bpaDCYrFw+fJlioqKAHsiZ7FYJHrygQMHSp3H4R1Ut25dDAYD58+flwKV8hAVFUWdOnVwc3Pj8uXL973K54CLiwtr165l6tSpZGRk3Pfr/dNQGaqnw6e0KqmsVid+f28cPXoUDw+PMiMQNpuN//u//2Px4sUVGl3fitsFXiIiIqTAvFatWtSqVYumTZtSUlIifQ/27NnDM888A9hHJ9RqNUePHkWpVOLq6sqhQ4d4//33uXr1KkqlkpiYGDw8PGjatCmnTp2SqHhgFwAxmUx4eXlx6NAh/P398fb2rnTRrLrjVzVx8OBBnnzySdRqtSTsEhUVhVKpLPP3kslkpeIKx9y+w1ohJCSElJQUunbtKnXdHM/x8PBwcnJyADvLrdvT3SioWYCmsYYSnf2edbBxHLODL730Ejt27JBo8I4OnuPZ3r59exYuXIiXlxeXL18mIyMDmUwm2foolUoEQSA3N1dK/KxWKz/88EOZnmYCBQAAIABJREFUQsz9Hvm4Fa6uruzevZvU1FTGjBkjzc3ein79+nHt2rVSXc6HherED/sGuHHjRrKzs3nuuedYu3YtJpOJ69evYzabmTlzJmBPxCIjI9FoNHh5eeHh4cFrr73GV199xZw5cxgyZAjz5s0jIiJCoqk54EjQBEHgWSAuL4+5GRksAr7U6XjhjTfYuny55E/iwJQpUwC7EaVD3MNqtUrdx/j4eJydnZk+fTqRkZFkZ2eTkpIC2L+M7du3x8vLi9jYWBo2bIivr2+53SCz2Ux8fDwhISHSaw5z1vuF5s2bc/DgQRYtWsQXX3xR5v3p06cjiiIrV668b2v4q0CpVJar6pmRkcHZs2fp27fvHWmeoigyZcoUFi1aVKHZcGWg14PBMBC9fir5+T1wOEykp6dz48YNHn/8cerWrUvXrl3ZtGmT1LXTaDTk5uYC9iBn165dfP/99zRp0qTMvGdhYSE5OTn4+/sTHR1Ns2bNEEWx3C61zWbj8uXLEsXjQW72AB07dpRsWqrnUf9cVCbxEwShStE9tVot165do3Xr1g97KdW4T6hoRv7bb7/FarUyYcKESp3n1vvWzc2Na9euMWDAAK5cucKHH37I8OHDCQ0NJS0tDS8vL6xWK/v27ZNmpwVBYMqUKSQkJFC3bl10Oh1yuZzOnTtjNBrx9fXlyJEjAHTt2pXLly+j0WhQKBQYDAYUCgV169alRo0aREVFkZ2dXSnvPrDHM0VFRZLXcDWqDiIiInj66afRarXSs9HR7bv9GerQDri18wb2xC8/P5+2bdui1+ule85xz6anpxMdHY2bmxv//e9/0bXSceyJY5gHmUnokMB3Xt9xMfeiRDl1sGLq1q1L586d8fPzQxAEaUbeYDAgl8v573//S35+PqNHj8ZqtZKYmCh1EgVBkIoW2dnZ2Gw2PD09uXbtGm3bti0jkvigYwEXFxd27twpOQHcOv4F9hjupZde4ptvvnlga6oI1YkfcODAAZycnBgzZgwmk4nDhw/Tq1cv3nnnHb777juJx5+dnc2lS5eoVasWBoMBZ2dnxo8fz8WLF3FyciIuLo5p06aVO9S/ZcsW+vbty64vv+TL/HxUZjPONhtyQG0y4QM0e+UVuC14DA4Oljj+N2/eBOzBbmBgoMTNX7RoEd26dePMmTN4eHig0+mkL3CXLl3w8vIiMTGR4uLiCjf2+Ph4AgMDpUDLbDYTFxd33784TZs2JTIykvfee48VK1aUes/Ly4vevXvz0Ucf/eODapVKVa6Be3h4OAMGDECj0XDixAm8vLzKTezXrVuHwWBg4sSJv3sNO3dC7dpw8OAIYClr13ajTh345Rf7TEGvXr2kjdlBa3AIrhiNRkwmE05OTrRq1Yq3336bQYMG0adPH0kMxoHCwkIyMjKoW7euJDHuUPK6HTdu3EAul0vU1QdF77gVb775JsnJyXz33XcP9Lp/d1Rmxg+qFt3zxIkTtG/f/o6m89X468JgMLB161ZGjhxZ6vWcnBxef/11Vq5cWWmz6FsTv+TkZAICAjAYDGzZsgWDwYCTk5OkYujm5sbBgwepW7duqQDXkWQ6RFpsNhsZGRm0bt0aLy8voqKiEEWRrl27kpqaipOTkyTwotFo8Pf3x8PDg9jYWE6dOlVqLvtOiI6OpnXr1tVzrFUMoihKid/hw4fp2LEjMpmM8PDwMvcs/C/xc9ATHSIvGRkZGAwG3NzckMlkNGnSBPjfPbtt2zb8/Px47LHH0AfoEXoKGKwGUINVbkWn0PG16WtenfcqY8eOldQ9ASZNmkTS9SQIAvFJEbqB2F7E6m5lzpw5tG3bVvIZTExMRBRFjEajFAPYbDby8/OluCAuLq6UqIvj3+H8+fMPPBbQaDRs374do9HI0KFDy3gvjxs3ju+//77cWO5Bojrxwy48UVxczMSJE9mxYwdKpZKEhATeeustydrAarWyadMm2rRpg0wmw2g04uzsjJOTE6NHj2bWrFl88sknfPbZZxJv/1aEhYXRq1cvHo2KQlHOg0EOWDMyoByT8wYNGpSS8hcEgQ4dOkj+K1OmTMHNzY369eujVqtxdXWVErg6derg5eVFcnIysbGxDB8+vNx/g9urI5cvXyYwMLBMB/J+oGHDhhw6dIjPP/+cd955p9R7b7/9Njk5ORw7duy+r6MqQ6VSldvxu53mOWzYsDLHaLVa5s6dyxdffFGuGEFlEBMDw4dDcTGYTE6ACr1eQUEBhIZCePj5Ur6QvXv3JiMjQ+rEOeb9HHLOp0+fZubMmYwYMYLc3FxpbtUxm5qbm4uPjw/Hjx/nySefxGazlRtQnT9/HqVSKc2aPIzNXqVS8f333/Pqq69y48aNB3rtvzMqM+MH9j2uqnT8jhw5Uk3z/Btj165dPProo2W6C3PmzGHEiBH31Om9NfE7e/Ysnp6enDlzptwZIUEQOHLkiETzdKBGjRo0btxYUgB1c3PjxIkTtG7dGlEUsdls0rxXQUGBJOriKFz7+/sjk8lwdnamXbt2ZZhKFaF6vq9qIikpCZPJRHBwsETz3LdvH02aNCm3O+tI/CwWi/R8TU9Px83NDUEQiIuLw9vbW3rP29ub7OxsNm3aRGZmJjdv3kTfRo+oKFuYFxHxetKLfv36cf78eW7evInOrOOk+iRXB15FHCRi62aDriD2FGEqpPRKYfyS8bRu3VoqAFutVoxGI1arFbPZjFKpxGAw8OSTT1JQUEBaWhqDBg0qde2UlBQ0Gk2lKNd/NpycnNiyZQsKhYLBgweXSvIaNGhA27ZtH7ouwD8+8dPr9WzdupWgoCCCg4NZvXq1pIY5efJk6bgvv/wSJycn/P39sdlsGAwGNBoNV69eZc2aNXh5edGiRQuGDBnC3LlzS10jJSWFuLg4bty4QUtBQFWB8o/FbEb/m7ztrejcuTMhVivfAmeAY6LIjOxs6mLnFju6LA41JIVCIVWcHUO7er2e9u3blxHkcOD2gPlB8/fr1avHoUOH+O6771i4cKHU4WvRogUNGjTgjTfeeGBrqYoor+N3/fp1kpKS6Nmz5x1pnvPmzSM0NPSOBuh3w9KlUFGRymQS2b+/Nb1795Zeu3WQG5AqwwaDgePHj6PRaNDpdLRr1w6ZTMaePXsAu6Kni4sLtWvXRi6XSxYkFSV+586do6SkRAp0YmJiHii9w4GQkBBmz57N2LFj7yjrXI3KozJUT6hayp7V831/b5RH8zx27Bh79+7lrbfeuqdzOe7bhIQEtFotJpOJvLy8CveP7OzsMokfQLNmzaTA2GAwcOzYMdq0aUN+fj4tWrRg69at1KxZE7lcjslkwmKxYDQaJY82R0GxsqIuUD3fV1XhoFYKgiAlfnfyZVQoFOj1eiwWi1QUTk5ORqPRSIWIWxlEtWvX5urVq5w7d46GDRsSFRWF4FlB11cJGSUZqNVqBg0axJqwNTz+zeO8e+JdRLUITtgzEMF+LAogEF6JeoXNSZupWbMmhYWF0r1tsVjQ6XS4urpis9no0KED586do1mzZmUUwx80zfN2qFQqNm3ahLu7OwMGDCg1R1kVRF7+8Ynf7t27UavVTJs2Da1Wy4kTJxBFkTVr1kjBalpaGgsXLmTKlCkYjUYp8dPpdPTu3ZtFixaxfPly5s+fz5IlS9i9e7fErQc7HS80NJRVq1aRrFYjVkADEgWBsOPHS79YUMC0LVs4CrwgirQFOgJNf/qJq8BSgwF+e1AEBARIss7wv4HZ1NRUZDJZuSpkDtz+RXkYFb26dety6NAhtm7dyuuvvy4lfwsWLODYsWNotdoHup6qBCcnpzKJ36ZNm3juuedQKpWcOHECT0/PMjTP6OhotmzZwrJly/7Q9Q8elG6zMrBYBGy2XmWq4C+99BKbNh0EXiUpaT7wNa6uU7lw4SoDBw7kxx9/RC6XU79+fUnmuLCwUKIgJSYmolarCQgIqDDxO3LkCLVr18bNzY3U1FRUKlUZm4kHhZkzZ2KxWPjkk08eyvX/bvirJX5Go5Ho6Gg6dOjwsJdSjfuAvLw8Dhw4wODBg6XXzGYz//d//8eHH36Iu7v7PZ3Pcd9u2LCBIUOGkJaWRr169Sq02bl69SpPPvlkqdcKCgpKsWFMJhNHjhyhdevW5OTkEBQUJHUXBEGgqKhI6qCoVCr8/f3JycmhsLCw1O91N9zv+f9q/D44Er+srCySk5Np0qQJe/bsqVDwraLEz+EHmZiYWEoBvHbt2hw6dAhvb2/peR+oCEQmlH02i2aRuF/iyM7OZtiIYbx9822u5F7BYLkzzVFn0TFz30x8e/kC9jhWqVRiMpkoKiqShGIaNGhQIcPnYSd+YP+3Xb9+PT4+PvTr109i7Q0YMICEhATi4+Mf2tr+8YnfN998g8FgYOjQoYSHh2OxWHjzzTdLBbEzZsxg0qRJNGnSROLRl5SU8OqrrzJhwgQmTJjAqFGjSE9P5+zZs3z00UdMmjRJ8tsLCwsjKCgIk8mEfMoUhHI2dhGwqNVMCg9n4MCBHD9+HAwGjB070kyrxQV7QcQBlc2GBhhrMsH06YDdWLqkpASj0YjZbJYeIBcvXsRisZRph0vX/o0P/aAUPe+EOnXqcPDgQfbu3cvMmTMRRZEXXngBtVr9h5OXvzKcnJzK8MXDwsIk6m55ap42m40pU6awbNmyMgqz94q7Wf65uJQ2KtbpYPZsf4qKYoGFGAzPAxPQahcjihk4Oy9g69ZtgH0O9cSJE4A98VOpVNStW1eieTp+l/ISv7i4uFI0z4e52cvlctauXcvSpUulTmc1fj/+ajN+Z8+eJSgoSFLGq8bfC+Hh4fTp0wcPDw/ptU8++QQfH59yKfZ3gyPxW79+PePHj6egoECa6b91dk4URaxWK56enmVmRxcvXkz//v1xd3dHpVLh7u7OhQsXCAgIQKfT4eLiQkFBAfHx8dhsNoqLi6U5P5vNhp+fHzdv3qRevXqVTlzz8vLIzc2V5r6qUTVgNpuJjIykV69eREZG0rlzZ3bu3EmXLl2oVatWuZ9x2HtYLBYpXkxJSUGv1/PII4+g1Wrp16+fdHzt2rU5e/Ys2dnZnD59GpPJxJp/rUGtUJc+sRXqudfDNcOVpk2bsvyn5ehd9Jispkr9LnqLnrjAOGQKmWTlZLFYJEaQIAicOnUKs9lcRl0cHs6sf3mQy+V8++23NGrUiD59+lBYWIhSqeTFF19k1apVD21d/+jEr6CggIMHDzJq1Cg0Gg0LFy5Eo9Hw6quvSsfs2rWL6Oho3njjDdRqNXq9HqvVyvXr13niiSckWqdCoeDNN99k/vz5DB48mEaNGvHee+9x9epVUlNTOX78OAaDgYGzZ8OXX4JajVT3cHVF8PLCMyqKjp064enpyejRo3k7OBhbQgJOZZcuwRVg9Wq4ckUKmvV6PUVFRZIp9smTJ6WHQnlITU1FqVTi4+MD2OcZY2JiHpoyXa1atThw4ABHjx5l6tSpAIwePZpVq1b9Y0Ve1Gp1qcTv4sWL5Ofn06lTpwppnqtXr0YmkzF27Ng/fP1u3bIBcwXv6hGETWzatOk3GhF07Qrbt4PNpgL+F7xbLBrAjbVrG3Dz5jTi4+MZOXIk6enpGI1GCgsLkclk+Pv7SzRPsCd+twsJ5OfnU1hYKBklV4XNvlGjRixZsoQxY8aUUfWqxr2hsh2/qjLjV03z/HvjdspcSkoKb7/9Np9//vnvEjmpXbs2SUlJqNVq2rZti4+PD1qtlvHjx1OnTh3Jkqm4uJgTJ07w9NNPl/p8QkIC3333HcuWLaNHjx507NiRZ599lv79+3P69Gn8/PxISUlh8ODBbNmyBavVislkQqVSSfZAjoC6PEG6ihAdHc2jjz5aaRGbajwYREVF0ahRI7y9vSWa54YNG+6o1OqYl7NYLFJRITk5GZ1OR0BAAEAp5pdSqSQrK4vmzZuj1Wpp2bIl3YO7s3/MfhqqG4IIgk3A9YYrP/b/ka+/+pr4+HjiPOPsdM57gCgTEYIEKeazWq3UqFFDigXCwsIICQkpt0P+sIvAt0Iul/P111/TsmVLSW11/PjxrFu3rkwx/0HhH/3N3bJlC4Ig8PLLL7Nnzx7S09P5z3/+I23iJSUlTJs2jZUrV6LRaFCr1eh0OnJzc5HJZCxYsKDUhj98+HAKCgrYt28fn332GStWrOCzzz6jf//+/PzzzwwYMMBu2j5mDCQl8bZSyWonJ/joI0hJgZYtmTNnDjExMSTExzMxPx9NZeaFLBZYsYKMjAxUKpVUvVGr1ZSUlEheKBXh9i9JQkICvr6+pSqbDxpeXl788ssvxMTEMHHiRBYvXkxhYSG7du16aGt6mHAYnDqwadMmnn/+eWQyGVFRUXh4eNC8eXPp/ZycHObNm8cXX3zxhx7Qer2euXPnsm/fU2g0IoJQOvEWBBug44MPGvD555/TpEkTBg6MIi5OrHAmEMBkUmIwjOfjj0/RpUsXAA4fPiyJvNze8StP1fPChQs4OTnRrl07oOps9hMnTsTb2/sf3aH+M1BZcZeqQvU8evQonTt3ftjLqMZ9wLVr10hISCglYDVjxgymTZv2uztftWvXJjk5mRdeeAFBEPDz8yM9PR0vLy8aN27M4sWLUavVxMXFcerUqTLzff/+97+ZO3cuderUoU2bNnTq1IkGDRrwyCOPcPjwYerXr8/NmzcZPHgw4eHhgL1ALYoicrmcoqIizp8/L4nCVBbR0dHVwi5VEPv27ZPm7A8cOEDLli05deoU/fv3r/Azt3b8HInftWvXMJvNFBcX4+HhIQkCAVy6dEny1DUajdJcawf/Dow1jYXFsLbJWlz2ueBXw64noZVrKVHdu8+qESPWtvZihSiKiKJIvXr1KC4ultRLW7RoUSYuKCgoIDMzUxJmrAqQyWR8/vnndOjQgV69euHl5UWrVq348ccfH856HspVqwg+/fRTAgMDCQwMZMyYMcjlcqnDBPDWW2/xxBNP8NRTTwF2ul1iYiKApJ55K+RyOQsXLmT+/PnUq1ePuXPn8s033+Dk5IRSqeSVV16RjhV9fVlitTK/Rg0YNw5+G0595plnMBqNRO7ciftvHid3hdkMERFkZGRIXQZvb2/UajX//e9/kclkEkW1PFQVmuftcHd3JyIigqSkJP7973/Tvn17vps1C7Ztg2vXHvbyHihuTfxEUbyrmudrr73G8OHD/1Ai9MsvvxASEsKNGze4dCmC06dVhIQICIIehaIYhcKEm9sVevR4nRdf7MeRI0f4/vsw9u8PxmC4ewXcalWyebM/KpUKPz8/wsLCKCwslGhNycnJkklyeVTPs2fPYjAYpM50Vej4gX2WZvXq1XzxxRecOXPmYS/nL4t7mfF72FRPm80mWY9U4++HjRs38vzzz0vB8e7du7lw4UIZIbd7gaenJ4WFhZLMvp+fH2lpaQBcuXIFQRBwdXUlMzOTmjVrlho/2bVrF0lJSbzyyisUFBRIBtdgj0MsFgtBQUFkZmbSuXNnUlNTAXtcYDKZEAQBnU7H7t27adKkiVRwqwyq5/uqJhzzfampqeTl5RETE0NoaOgd91CVSoXJZMJqtUoJXkJCAqIokpCQQKNGjUodf/jwYcxmM9HR0bi6upZKKrds2YK7qzv1AuqV2ruTC5JRyn6nvY2XfW91GKIHBASQmZmJKIpSc6K8gnBISMjvVjC/XxAEgRUrVtCjRw969OjB8OHDH5rIyz828cvIyODixYvMmjWL2bNnY7VaCQ4OluiOFy5c4Ntvv+XDDz8E7MH2xx9/jMFgwN3dXbJzuB1DhgzBZDKxc+dOunfvjtlsZtOmTXh7e9OxY0fpuPz8fGQyWZk2tUwmY9asWbw5dy7ivXRqTCbS0tKkL4jD0mHNmjUEBwfj5uZGQUFBuR+tqokf2H+PXbt2kZuezoorV1ibkIBt7FgIDoZJk8r4Hv5dodFopMTvzJkzyGQy2rRpUy7NMyoqil27dt2zypwDOTk5jB07lnHjxvHxxx+zadMm6tSpQ3Cw3dbBw6M7AwZ8z6FDWvT6ljzzzP8q3jZbBzSaylWPRVFGfn5nfv01hY4dO3LkyBEKCwsxmUzk5+fz2GOPSd+P8hK/w4cPU6tWLdzc3CgqKiItLe2eKEv3E35+fnz88ceMHj26XBuOatwdlZ3xqwpUz8uXL+Pl5YWvr+9DXUc1/nyIoliK5qnT6Zg2bRqff/655Jf7exAVFQUg3TO+vr5S4peQkCBRMjMzM0sVFEwmE//+979ZsWIFKpWq3L3RIc6Rk5ODXC6XbKgaN24sxQienp5cuHCBgQMHSkbalUF1x6/qITc3l8uXL9OxY0cOHjxI9+7d2bhx412VWh3aARaLRRoNSktLw8XFhYSEBIlN43g9MTERuVyOKIqMHz9eYrxduHCBK1euSOqxJSUlODs7Yzabuf7rdYym30dpdJzfYXFyq0VD69atyx0BqSoF4PIgCALLly+nf//+LFuzjEOPHkL+lpzGnzQmNjP2ga3jH5v4ffXVV8hkMmrXrs3OnTspKiri5ZdfBuxB5sSJE1m6dKmkEPjOO+8QFRVFzZo1Sxmg3g6ZTMaiRYtYsGAB4eHh9OzZk7y8PCZNmlTqBs3IsMvclleV6N27N6euXkV2N0WNW9GgAenp6RI902az4eLiwokTJxg2bBheXl4Vbu5VQdHzTnB2dmZHjx48+pvIjayoyO4tsGEDPKRW+YOGRqORHtiObp8gCERFReHu7i7RPK1WK1OmTOG99967Z6quI8Bp0aIFXl5eXLx4sdRgtwM63TmeekqgQ4dayOVycnJypPfs/1n5ZFwQBMLDdzF06FBu3LhBYWEhOp2O5OTkUsFOecHNuXPnpA0+NjaW5s2bV6iI9zAwfPhwWrVqxZQpH/LZZ/Dtt3YfxGpUDpXt+NWsWZP8/Pxy/c8eFKrn+/6+cHjrOTxJly1bxmOPPVZm5u5esWHDBjw8PMjOzgZKd/yuX7+Ok5MTCoWC/Px8evToIX3u448/pmnTpvTt2xewj0V4e3tL97/FYpEK1MXFxeh0OgIDAxFFkZYtW2Kz2bDZbLi6umI2mxk+fHilE7+CggLS09MJCgr6Q797Nf5c7N+/ny5duuDk5MSBAwdo3rw5aWlpdO/e/Y6fczCJrFarNBpkNBrx9/cnMzOzlEXT1q1bcXFxwWKxSCKIDsyaNQtfX18MBgOrV68GoFWrVri7u7N07lIMpt9nWC4UC6WsyXQ6HcHBwYC9UFLeCEhVGfmoCIIgMGf+HDJ6Z2Bzt2ETbSTlJ9F9bXd0Zt3dT/An4B+b+K1atYoePXowdepUBgwYACApJH711VcoFArGjRsnHbtq1So2b94s8Y0FQSijsOVAaGgoCoWCNWvWAPZkMDa2dDafnp5eYeK3ZMkS2nXowNHAwLvLKQIlMhnmqVMpLi5Go9EgCAIlJXZOtU6n46WXXqow8SsoKCAjI0OaU7DZbJw7d+6hCbtUBGVYGOrbqaolJbB+/cNZ0AOGo3pmtVrZvHlzKZrnrd2+lStX4uHhIdGHKovr16/zzDPP8P7777Nz505WrFhRhsoMSIqxjzzyCKdOncLT05NVq1Yxd+5cQkNDmTbtX/dEGxJFGbt2baFfv35YrVYSEhIoKSnh4sWLpWSkHd85B8xmMzdv3pQebFV1sx8z5ivWrp3BzJlWpk2Dli2hgsZ7NW5DZWf8FAoFnp6e5ObmPoBVlY/qxO/vC0e3TxAEEhIS+PLLLyUm0O9FYWEhe/fupV69elK3+tbE7+bNmzg7O6PX6zEajVIRLCMjg+XLl7NixQrpXIIgMGbMGERRRKvVkpSUxPXr10lOTsbZ2ZnY2FhUKpU02ycIAlarlZKSEgIDA6lTp06lEz9Hsa2q0ej+6XDQPEVR5MCBA2RnZzNixIi7/p3UajVmsxmLxYJarSYlJQVBEGjQoAEWi6VUwWHt2rWSpVTDhg1ZsWIFQ4cOJTAwkF9++YWbN29SVFQkneuDDz5g/vz5qLQq+B0FT4VVgXhKlBosgiCQmZkpdSYdnpd/tcQP4FL2JZROSruH4W8wW80k5CQ8kOv/sxI/gwHi47l25Ajp6ekIgsDAgQOJjIzk8ccfx9XVlfT0dBYsWCB1BLdt28abb75JREQEDRo0wGAwYLVa70hBEgSBESNGUFhYyMGDBxkyZAiRkZEcOnRIOiY9PR0nJ6cyX8yYmBi2bdvG+vXrmZ2Zie0uiZ8VyBdFMn9bv6Pq5xhw9fLywsfHp8LE73Y+dFJSEjVq1LCL0FQllPfvLQjSbOTfHY7Ez+Fb16xZszI0z8zMTBYtWnRPKnMWi4X333+fxx57jO7du3P69OkyRu8Gg4GYmBg2btwoWWyMHTuWzp07YzKZkMlkkiCQn98NShuP3Bkq1Smio0+h1+upVasWJ0+eRKlUlvJDc6h63fo7xcfHo1QqJfp0VaV3zJ3rgSi6YDLJ0eng5k34/POHvaq/Birb8QM73fNhzvlVC7v8PeEY1XjhhRcQRZEpU6Ywb9486tat+4fOu23bNrp3746vr2+5iV92djbOzs5cunQJpVKJl5cXYJ/dfumll8oIyqjVah577DF2797N0aNH8fHxISEhAWdnZ86dO0dGRgYKhYLY2FjUajVWq5X8/Hz69u2Lp6cn+fn5lVLMrp7vq3oQRVESdnEIs+zZs+eOap4OOBI/R0yblJQkzYs6OTmxb98+Fi5cyLPPPkt0dLRkRO7l5YXFYiE0NFQyK/fw8MDPzw8PDw8sFgsvvPACSUlJWC1Wxj8yHhflvcVqNpsNZaJSYjqBPT69cuUKYI93bk/8LBYLly9fJiQk5J6u9aBRy7lWGWsLk81ETecHE3f/MxI/kwlmzYJataB9e/y7deM84BYby6uvvsqVK1eYOXMmYFfKmjBhAsHBwRw8eJDJkyeza9cumjRpglqtlkRS7jZ7cuPGDZydnbHZbMydO5dGFgOHAAAgAElEQVRPPvmESZMmSfKt5SV+oigyffp0Fi5cSKNGjXh89GjGu7lhVCiwlRPIG4FcoJsokpKRgZOTEzqdDk9PT4qLi8nMzJQUEytK/Ko6zVPCjBllkzyNBiZPfjjrecBwdnbGarWWEnU5efIkbm5uEvVh9uzZvPjii6XUPe+E6Oho2rdvz969ezl58iTTp0/n8uXLhIWFMW/ePAYNGkTTpk3x8vJi5MiRbN++Xar4bd++nfbt2zNu3DgCAwPZuXMnubm5vP76dCZMcKKCZngpKBRGmjXbSVBQEDt37qRt27b8+uuvuLm5Ub9+fcmotSJhF7PZLHWmq0KVz2q1cuXKFbZt28Zbb73FsGHDuHQpu9QxJhOkpz+kBf7FUNkZP3i4yp6pqakUFxdXmfnSavx5+OWXX2jYsCGNGzcmLCyMvLw8pk2b9ofP6+gi3nrf3pr4abVaXFxcuHDhAqIo4uzszKlTp4iIiGDevHnlnrNDhw6kpaVhtVpxdXUlLi4OpVLJuXPnyMzMRBAELl68KI2ryOVyBgwYIInPOYL6O6F6vq/qISEhAUEQaNq0KQcOHCAkJASNRlMp1pbD/qukpIS0tDRmzZqFKIr89NNP2Gw2Nm7ciMVioUaNGjg7O0u6FB988AFLlizBaDRSq1Yt8vPzycnJITExkYsXL1KrVi3S09Np164d9evX56MXP6K2S20EsXIFaSeZE25Rbrg4uUgFX5vNVsryKSsrq0xskJCQgL+/Py5VvCHQ0Ksh41qPw0XpgkquwkXpwuS2k6nnUe+BXP/vn/iJIgwaBF98YacGFhWhstkIsdnYmJPD/mXLUCgU9O/fn71793L69GnmzZtHdHQ0zz//POHh4dIXSKm0Vx+sVusdK9EWi4UffvgBJycnBEEgJCSEgQMHEhQUxPLlywF74qdUKkslflu2bCE/P5+JEyditVq5du0aGwoKMB48SHbnzhgFAZ1CQRFQCOxu2JAQIAk4ePAggiCg1+tp2LAhYKeYOma0PD090Wq1ZdZalYVdSmHECJg9G5yd7Qmguzt88gn8Q1T0lEoPLBY3tmzZyvPPPw+UVvM8fPgwkZGRLFiw4K7nysvL41//+hfdu3cnICAANzc3qfI7fPhwtm3bhkKhYOTIkfz4448UFBRw8eJFwsPDadeuHQqFgkWLFnH8+HEuXLjAtGnT8PX1Zc6cOQwePJhlyxTUrn1nlrJKZcXN7TSLF3ckJyeHrVu3MnjwYIqLi1GpVHed7ztw4AA1atTAzc0Nq9VKXFycpAB6vyGKIikpKezZs4d3332XMWPG0KZNG9zc3Ojduzfffvster2e0NBQ+vWTo1b/r5Lu7Ay3KMJX4w64l47fw0z8HDTP3+PlVo2qA1EUS3UXAL7//ntGjRqFVqtl1qxZrFy58g/PEaelpREdHc2zzz5bYeJXUlKCi4sLsbGxmM1mnJyceOWVV1i2bFmFfry1a9fG29ub/Px8iouLycjIAOzP9JycHKxWK7m5uZKYjM1mk1gVd9IAuBVVNj74ByJXl8vknyYzYOsAag6picVm4cCBA5jNZskixAGTySQ9wxcuXMjQoUNp3rw5O3bsIDc3F4PBgFKpRKPRoFQqCQgIYODAgfz4448sWbKE2NhYFAoFNpuNpk2bkpyczJo1a5g6dSqxsbHs2LEDDw8PGjVqxPTp0/H29qa4uJiFCxfy0Ucf4aJy4UVeRKaT3VXhUyEq6CB2wHDUgEwmKzVPWqtWLcaMGYNGoyE3N7dMbFAVCsCVxafPfMoPQ3/gnZ7vsHXYVlb0WXH3D/1JqDpKCPcLUVFw6BCUo6wnNxho9e239OjRA5PJxJQpU1i5ciWpqan069ePr776im7duknHC4KAWq3GZrPdUc0rMjKSmjVrkpiYSGBgIBs3bmTMmDF89tlntG7dmuHDh5ORkYFSqZQeInq9ntmzZ/Pdd98hk8mYNGkSJpOJ0NBQVp8+Tf/Vq3mqZ09eGTSIlatWEafT8fKgQWR98AGenp5ERkZisVgwmUy0adOGc+fOIYqiFEDfqeM3YcIE6f+jo6Ol7meVgiDAm2/Cq69CRgbUrQu3+Mv8XZGVZXf72LNnGjAZnS6Lq1cDCAiw0zz37NmD2WxmypQpfPjhh6Xm8kwmE1euXOHixYvSz6lTp0hNTcXd3Z0uXbrw6KOP0rx5c4KDg2natGkpzx4HLBYL+/btIywsjE2bNiEIAnXq1KFr167s3bsXsCuBfvzxx3z//ffUqgUnT0Lv3nDjBuh0/xNfFQQzYOXJJ/M4dWoAfftmMXOmgv3797Ny5UpEUcRkMt018Ttz5ozU6bx69So+Pj4VBkR/BNnZ2cTFxZX5cXZ2pkWLFrRo0YKuXbsydepUmjdvXsYPa9AgGDUKdu4EJydYuhTK0cupRjmo7IwfPFxLh+r5vr8+srKyWLt2LXq9nqCgIIYOHUpJSQm7d+/mk08+Yd68efTv319KlP4IwsLCGDRoEGq1ulTiV6NGDXQ6HXl5eVitViwWi0Sb27hxI6IoMmbMmDueu3Pnzvzwww/ExsbSqlUrrl69yqVLl9BoNLi4uKDX63FxcSEwMBC5XC4JgDnig1stI25HUVERycnJlWaUVOP+QW/W8/g3j5NSkILJZkLlqWLYlmEc238Mg8HA4MGDefPNN7l06RIXL17k2rVrBAYGSs/6wYMHM2/ePD799FO2b9+OxWKhffv2nDx5EqvVSnZ2tjQ/f/PmTS5fvix10QwGAxMnTsTf35/WrVsTERHBlStXmDhxIgUFBZhMJlxcXFi0aBFDhgyhZcuWhIWF8dV7X3Hq51N8duUz1sesx2K2ICp+CwxEUAkqzPlmJjadyM19N7HZbOiMOry7ekNtwAppyWmMGTOGNWvWUFhYWEbV86+U+AmCwDNNnuGZJs/c/eA/GX//xG/9envkWQGaG43MnzqVxYsX8/jjj9OiRQs6derE4sWLGTRoUJnjNRqNJFVbETZt2oSLiwtyuZxPP/2UqVOnMmLECAICApg3bx6TJ09GFEUUCoXU8Xvvvfd47LHH6NatG6+//jrnzp3jwIEDJCQkMHjwYMaPH09CRgZBQ4Zw/tNPEQVB8ubx9fUlISEBnU6HKIr06NGDVatWIQiCVC0pL/Ezm82l+NCiKFb9ip5GAw0aPOxVPBBYLPaG5q+/gtUqB+QYDAGEhsJnn8Xh6upKcHAwy5cvx8PDA6vVyptvvikledevX6d+/foEBwcTGBgo+d/s3LmTZ5999o7XttlsHD9+nE2bNvHDDz8QGBjIiBEjyM7OJikpCVEUCQ0NlY4fN24cDRs2JC0tDT8/P+rWhdhYOHrU3piNjwebzciNG98zaFAqrVu7ce2aO9euXWPmzJksWLBAkjfXarWlhF1u39xFUeT69etSt/PPmO8rLCzk4sWLZRI8k8kkJXgtW7Zk5MiRBAcHU6tWrUqd19nZbjspivbaRTUqj3ud8XuYHb/Ro0c/lGtX48/B7t27JapjYmIiiYmJREVF0aVLF27cuMGWLVu4dOnSn3Kt9evXS+IwtWvX5uLFi4A9EPT19eXcuXOAnZnRsmVLoqKieO2119i2bVuZAtjteOKJJ9i7dy/x8fGMHj2a8+fPU69ePa5fv0779u3p2LEjSqWSDh06oFQq2bZtG88++2ylOn4xMTG0aNGiSikn/1Nx+NfDZJVkYbLZ58RMoontF7dDMahFNfv37y+V4AUFBZXbrHB3d5dYbC4uLpKVQ1FREc8++yxms5nFixdjNpvJy8vDy8uL5s2b8/TTTxMeHs7PP/+Mu7s7GRkZ+Pj4kJubi9lsxmazERYWxqVLl9i7dy8zZsyw+wI/EsKaR9awtPNS/Pv60yG0A9dTr1OvZj3kV+QUXy6m6xNdmRU9C4W/Av1zeg65HoIOgAiG9gZGHx6Nex13Uq+mllH1jImJYcaMGQ/qz/CXxd//G1xYeEevNyvgqVLxzTffcPjwYXr37s2kSZMYP358ucer1WqKiooqnD0xGo1s27YNvV7PiBEj6N27N4GBgaxbt45x48Yxbdo0vv/+e9LS0qhbty4KhYLk5GQ+/vhjzp49ywcffMCPP/7IkSNHcHNzo127djRs2JCdO3dKss2iKOLi4iI9iOrVq0dkZCRWq5Ungadee40S4LrVirBvH/Tpg5eXFykpKaXWGh8fT7169aRKjmMu0WFhUY2Hiz17IDMTzObSr+v1NmbO1OLjA02bNuXq1as0aNCATZs2ERwczJAhQ1iwYAFBQUGoVCrWrVvHq6++ypgxY4iIiKiQ/y6KIufPnycsLIzNmzfj6urKiBEjOHbsGI0bNwYgPDwcHx8f9u7dy/Tp06XPOuYAV65cyeLFiwF7otO5s/3Hfn4V9esvplWraZw4cYLWrVtz7tw5xowZw6xZr/Lhh2cRhDFYLFdo0KBhqXXdurmnp6djsVh+l6KnXq8nPj6+TIKXk5ND8+bNpSSvb9++tGjRAj8/vz+Fwled9N077nXG7+TJk/d5RWVRUFBAUlJSlVNBrsa9wXaLYrROp+M///kPCQkJTJkyhcmTJ7N8+XJq1Kjxh69z8eJFcnJy6Nq1K1CWouzn58epU6dQKpVkZ2fz3HPPcfToUXr16iXZSdwJTzzxBBaLhcLCQtq1a4fRaKRNmzZYLBa6detWJmm7dOkSWq22UolflZ3//wdCRCzzXJLL5PjV8+P1Ga8zuZLaBy4uLlitVsn+q6SkhPr166PT6Vi2bBlbt26luLgYpVKJ0WgkMjKSo0eP8umnnzJ+/Hjq168P2J/Jvr6+nD9/HoPBQFJSEvPmzePq1auMHj2aHTt2lBJc8a3hi+tlV7p060K93Hr0aNWD2R/P5vnnn+fmzZtkFWdhnGQEJzCIv1lBCCAqRS5kXUDVS4XpkqkUG8gRv/xVOn4PE3//xK9bN9i+vUIDLT3w+MCBdOnenZEjR9K7d2/mzJlT4enUarWUeJWHiIgIateuzfXr16XzvPXWW7zwwguMHj0alUrF119/zWOPPYavry9yuZw5c+YwdepUIiMj+eSTTzh69GipjsLs2bOZP38+AQEB0ubs5eXFtWvXkMlkuLi4YDQaae/iQoTFgsuNGwAEA7ZBgxD27y93Y//LzPf9QxEbW36zWhRlaLX1mTPnXxw4cIAhQ4bw9ttvlzkuMTGRSZMmodVq2bNnT4V/24SEBInGaTKZGD58OD/99FO5ylhZWVmEhIQgiiLNmjUr9d4rr7xCly5deOONN8qtLgqCQI8ePTAYDBw/fpxJkyZx7tw5mjd/HkH4lRMnHNuRQEiIwJ49UK9eWarnmTNnsNls0u8TExPDpEmTSl3LYrGQmJhIXFwcsbGxUoKXnJxM48aNpQRv4sSJtGjRgvr161dLlFchWK1WTCZTpQ2yH8aMX1HReU6ffoPp02tXxnWnGlUYffr0Yd26dZjNZoKCgmjZsiX/+te/WLhwobSXnD9/nlatWv2hQtCGDRsYMWKEtJ+Vl/jFxsbi7OxMcXGxFIy/8847lTp/8+bN0ev1qNVqfHx8sNlski9reZ06q9VKRkYGvr6+d038oqOjq5Vrqwg61euEu5M7OrMOi82CWqHGLdeNnOScUvZOd4Orqys2mw2LxUJycrI0vy4IAoGBgezYsYNu3bphs9nw8fGhZcuW7Nu3j+vXr/Paa69J53EkfhaLhbNnz2I0GunSpQu9e/dm7dq1pRg8YC/A6vV6IiMjad26NWazmfr16+Pj40NUVBSuXV0xyo2l7A4cMFlN2FxtWH2sWK1W6buU/ptqmmOGtRoV4+8v7jJiRIWzYCXAOh8ffP39iY2NJSEhgb1797JgwQLOnz9frryxY8avokp0WFgYRUVFNG7cWKJZPvnkkzRr1kzy9XvkkUeQyWSkpKRQUlLC0aNHCQ4O5rXXXiMiIoKAgIBS53zmmWcwGAxoNBpSUlJwdnbG2dkZnU6HUqmk4DdjsKkmE063rUcwGGDZMry8vMqIu/xlFD3/oWjQoHwXCwCNJo22bdty5coV5s+fX+o9s9nMO++8Q4cOHejXrx8nT54sk/QlJyfz7rvv0qZNG7p3745Wq2Xt2rUkJSWxbNmyCuWQ8/PzMRqN9OnTp0wAFBQURNu2bdm4cWOFv1P37t25cOECNpsNf39/zpyJp1s3KC72BNx++3ElIUGkWzew2comfr/88guenp64ublhs9k4c+YMubm5vPPOO4waNYpHH30UNzc3nn32WdavX4/VamXo0KFs3bqVgoICYmNjCQsL44033iA0NJRGjRpVJ31VDI79rrJB9oO2czAab3L+fGfk8t10755MQsKku3+oGlUWfn5+zJ49m5kzZzJ69GhSU1MZPHgwSqWSVatWYTAYGDJkCI0bN2b27NmcOHGiVJewMrDZbGzYsIFRo0ZJr92e+Pn6+nLt2jVUKhWenp788MMP+Pj4VDqYlcvlUiDtOK/Var1jt9JsNlOjRo3qjt9fCK4qV05POM3Q5kN5zO8xJredTMnqEjp37nxPVlwFBQUYjUZMGhM743eCt33WtFu3bsydO5ejR49KiaEj0QsPD8ff319S3QYkqqdD2PDRRx+lf//+fPjhh/Tt27fMdePi4njkkUe4du0agiCQn59Pjx49KCkp4fjx4+gb6eEOGjAWwQJBSHZS8L94tlpk6+74+yd+zs6wfz/UrAm/CV9YBQGTXM6PKhWv5+WRlpZGgwYNyM/P55tvvpGGY8vb5B0JX3mzJyUlJfz0009kZWWVqoaAveu3dOlSDAYDGRkZ1K1bF61Wy5UrVxg7dizTpk1j586dZbooYFfnnDlzJikpKSQnJ1OjRg0KCwsRBAGFQsH169cRBAF/i6VMC1cASEmRvHpuRUxMTHXHrwpj0CB74nf7PqZQmAgNvcS0adP4+OOPS92Lp06dol27dkRGRnL69Gn+85//SJXezMxMPv/8czp16kSbNm1ITEzkgw8+ICUlhY8++ojHH3/8rptmSUkJ6enp9KlAmnLGjBl89NFHFXpCde/enYMHD9KxY0f0ej0nTzbCaBS5vbRntQpkZ8PPP/8v8cvIyOCXX35h+/btKBQKOnTogLu7Ozk5OYSHh5OTk0OvXr345ptvJGnp7du3s2TJEoYPH06LFi3KFa+pRtXDvcz3wYPv+BUXXwDkCALI5Ra02oMP7NrVuD+Qy+U4OzsjCALr168nKyuLcePGMXLkSN577z0SExPZtm0bGo2GCRMmEBAQwLRp0zhw4EAZNdDycPToUTw8PEqpD3t7e5OVlSXtl7d23lQqFenp6TS4x5n2nj17YjKZiImJQaVS8euvv941SXVycipX9dsBnU7HtWvXJEGtajx8+Lj6sHHIRk5NOMXo2qMRrALjxo276+cSExNZsmQJLVq04KuvvsLazArTwDzADBMhv1W+JFa1evVqSYti6tSpREREkJWVVaZQ6uj4OezELly4wKxZsyr0Ejx//jytW7dm2LBhJCUlkZeXR48ePYiJicFoNCIKd/GUFAC5vXPoiFmqqpdvVcTfP/EDePRRu0LGqFHoXF0xyeVcEgSO1qhB8+BgfH19uXjxIps2baJjx4689957JCUlsXXrVtRqNePGjaNevXq8/PLLko9feVTPnTt34unpiUqlkoQnHGjfvj1tH32UiOnTUb/6KkvMZjq7uGAwGPjyyy/ZvHkz7dq1q/BXGDVqFLm5uZw7dw4fHx/y8/OlzTw11T7kukMUKbntcwaAcoa3b+dD/yWEXf5hUKvh8GEICgKNxgYU4OJixc3tDby9Y2jSpAkDBgwA7IprM2bMIDQ0lDlz5rBnzx4aNGiAVqvl22+/5emnnyYoKIjjx48zd+5c0tLS+Prrr+nevXulu10Oxc2rV6/So0ePco956qmnsFgsREZGlvt+QEAANWrUoEGDBsTHx2M2P0pJSfnJpk5nZdGi7fTr14/CwkKCg4NZsmQJmZmZtGrVivfff59169bRpUsX9u7dy/vvv8/YsWNp165dlffxqcadcS/zffDgEz9X19aAvWAhkzlTo8aDV2arxv1BXFwcN2/e5MqVK6XscQRBoFWrVrz11lvExcVx4MAB/P39mTNnDr6+vowbN45du3ZJXr23Y8OGDWUCYY1Gg5OTE9nZ2fz000+YzWaGDRvGxIkTefzxxxk0aFAppebKoFOnTjg5OfH/7d13eFR11sDx752aHkKSCST0ThKaQGjSQhMRpFddsAFWsICCr6u74iquomBbQIpKQEClCBZEIIIo0klooYUeSQgEUqe+f4wzZjKTRgsJ5/M8Pvs45d4b9+bmnnvO75wdO3bg7e3Nrl27MBqNhX5ep9Ph6+tbZMZv7969REZGyoOz29TKlSsxmUz07dvX4/tnzpzh3XffpXXr1nTo0IGUlBRmz57NzI9mQn9ACxatBbRgijER2SWSM2fOcOzYMXJzc51jwSZNmsS///1vUlNd59M65lLn5eWRkZFBZGSkSw+Aghz3nqNGjWLfvn2kp6fTqVMnfv/9d9q0aYP+vN7egKMQ3mpvOGXvqVEw4yeKd2cEfmazPX3yxRf4ZGbibTbT3Gzm3ZQUpp44wR/btrFx40beeustHnroIbKyslAUhebNm/P6669z4MABfvrpJ6pUqcKpU6cA+O233/j+++9dLvKLFy8mNTWVkSNHul8gMzJYfOQI3ebOJfzrrxl5/jzfZmSw0GajW9euhd5IO+j1evr27cvmzZsJDg6mbt26KIpCXl4e2r+mZc8FkgDbX38obH5+nFOrOTVsmFvgd/bsWTQaDVWqVAHsFwZFUQgPD7/O/9jiRmrUCPbvh//9zwp8Tq9e2/D3/4NFixYxa9YsANauXUt0dDQZGRkkJibSv39/li1bxoABA6hZsyarV6/m0Ucf5dy5c8TFxXHfffdd0x9wx411y5YtnW3AC1IUhQkTJvD+++8Xup2uXbtisVjYunUrwcF5qFSen5arVCZq1fLhueeeo1KlSqSlpbF27VpMJhNTpkzh7rvv5vjx4/KUrwIqbcbP19cXm81GZiFruW80vb4Kd921jerVX6Ru3XepX/+DW7JfcfPk5OSQmJhIXFycsyN3UQ+QGjZsyEsvvcT27dvZuXMnTZs2Zfr06YSFhTFixAi++uor5/mYl5fHV199xciRI922Ex4eTlxcnHN5iUajQavVEh0dTbVq1Uod+LVp0waTycShQ4fw9/fn8OHDxMfHYyrYJQx7NYVer8dgMBQZ+MlD4duP2WrmP5v/Q/X3qvMf038IfTAUi/rvaCk1NZWPP/6YTp060bRpUw4cOMCbb77J2bNn+fDDD+nQoQM2X5v9+VV+FvCq4sXnn3/uTC68//77fPbZZ1SqVIlRo0Zx9epVTCYTixMWU2dmHbb13MaYX8ZAFYiIiKBXr15FHrsjSGvbtq2zS3dgYCBRUVH2hmrbFCgiSe2r9YUkewWSBH6ld2cEfnPnwq+/2ge45+MLDDAaqbRtG9HR0Wzfvh2r1UpMTIxb6+bGjRvz8ssvOxc3h4WFMW3aNKpUqcIDDzzA559/zrp16zCbzbz88svux/DEE/gkJ+P3V0mH+q/9D1YUqnz3HYcOHSr2x3j44Yc5d+4cXl5e1KpVC51O5xwmrygKOcDTMTEoCxfCyy+jzJ7N/91/P5v27HGu8XOUlDgWqjvs2rWLli1bSn30bSYlxZ6wfuIJDTCelStbcvr0j9SqtR6dzpthw4YxYcIEZs+ezcCBA3nmmWcIDw9n/vz53H///Zw8eZIVK1YwdOjQUt1I55edDW++Ca1a+QGH0OleL6xXEgAPPvggW7du5dixY4B9Dcn+/ftZunQpr7zyCrt37+bTTz9l9+7d5OR8gs3mOfDTavX873896dSpE2q1GkVR2LNnD4qi0Lp1a0Au9hVVaWb4Ac7Zkrcy6+fr24i6dd8kImI8KpV0dynPMjIy+PDDD/n2229RqVQ89NBDxT6Mza9GjRpMmDCBX375hcOHD9O1a1c+/fRTIiIi6N+/P5MmTaJx48Zu6/cBmjdvTmZmJhaLa4pDo9Fgs9lK3awiMDCQ0NBQzp8/T2BgIEajke3bt7Njxw5UKpUzADQajVy9epVevXoVu8Zv586dEvjdZp767ine2PwGZ66cweJl4UKNC/T8rCcLFiygV69e1K9fny1btjBp0iTOnz/PvHnz6N69u0uTn1rBtdwza2poEtaEefPmAfYqndDQUF555RXeeecd1Go1wcHBfL79cx779jFOXD4BarjocxEegrs631Xkwwqr1cq+ffucjZJ69uzpvFeIjY0lLy+PzJOZsAr0KtfMn07RoTFpWDNsDVjtlU4qlYqsrCzOnDnjMuxdFO7OCPzee6/QWX6q7Gz7+9g7HH322WdMmjSJzp07s3DhQrfPO7rMde7cmV9//ZX9+/fTvn173nrrLfLy8vD19WXr1q3OhiuAvaPoN9+AhxIQH5uNV319GTduXKHrohyaNGmCVqvl1KlTVK1aFY1Gg0ajwWq1Or/bpUcPGDQIpk2DkSPpEBvLL7/8glarxcvLy/kEUjp63v5sNujWDQ4edDyz0GK16rHZvEhMjKZBgyWo1Wo6duzIqFGjmD59Ou3btycpKYkff/yRMWPGuCzAvhZGI9x9N7z+Opw54ws0ZMuWu2nbFnJzXT9rtVo5duwYP/30E5GRkdx77700adKEgIAABg0axPLly1Gr1YwdOxa1Wk3r1q158sl7adbsC7y9wVFxak9gZzN27CYCAlybu/zwww/4+/s7/7BIXX/FVNqMH5RNZ09RMfz000/k5ORgNBrR6XR4eXmxYcOGa9pWWFgYY8eO5YcffiA5OZlBgwbx1VdfsWvXLnr16sXs2bNJSUlxfr5WrVpFrsErrLqiKG3atMFms6FWq9Hr9SiKwsaNGxk1ahSbN2+mW7duHDhwgN9//509fz0YLi7jJ41dbiab6JYAACAASURBVB8ZuRl8tuczsk1/39eabCZ+O/kbX6z7gkceeYSzZ8+yePFi+vbti15fsO2fXXClYIjD3t7eCJigTmIdNJkakpOTsVqtTJs2jXfffZfOnTsTExMD2K+107dNd9k/CqCCveq9RV67jx07RnBwMEFBQQAMGjSIP//8E4vFQmxsLElJSZhMJvyS/Rh+eTghJ0OIDI2keVhzpnaYin62nhbh9vE5V65cQaVSkZCQQOPGjWXGZAndGYHfX21eC/XX0waHMWPGsGnTJt5++23GjBlDVr5MoZeXF4qiOE/s8PBwnnjiCUJCQlAUhZEjR7J48WKqV69Onz59mD9/PumHDv19V+tBpexssrOzPQaa+YWGhmK1Wjl48CA+Pj7Ouv2cnBznZwr+wnXq1In4+Hj7fvI1eJHA7/a3aROcOmWvVC7IaNSSnf0YBw6cIDIykt27d7NlyxaefPJJDAbDDTuG5cshKQnynWLk5ak5ccLK1KmJvPvuuzz00EO0bt0af39/YmNjmTNnDpGR9jUCH3/8Menp6Rw6dIivvvqK1157jUcffZQaNWpQr149MjMzuXLlLbZtg0cftQe6Tz0F9eoN4MQJe7lo/sBvy5YtzpmCubm5HD16lMjIyBv284rbQ2nX+IH9ZuRWdvYUFUf+ahiwr2cuqtlJSQUFBdG3b1+ysrJISkriscceIz4+nsaNG9OpUyfef//9Ym9Wixva7sk999yD1Wp1BpSOWahHjx5FURTuvvtuYmNjMZvNxMfHFxn45ebmkpSUVGinZ3HrXci6gEbtft74+/rz7GvPMnTo0BKtcw8ICIAzwDugmaNB+56W3tV6M3fuXGfZcffu3Zk1axb/+c9/nN8zGAyk5qS6b1ALl22Xi9y3o7GLg6PSbNOmTXTo0IG9e/cCEBwczG9rfuP/7vo/9j+xn93jd/Nqt1dpUL0BO3bsQK1WO0s9pfKndO6MwK+4geR/DaHMLyoqiu3bt2Oz2YiJiWH//v0Azicn+QOslJQUtm3bho+PDx9++CFr1qzhzJkzPPDAA3z33XdExsaSm//OuQCldm3mzJnDSy+95LZo1uVzf81WqVWrFrt373bOYMnNl3rZtWuX28+R/lfn0vwXdxnlcPuLj3erTnbh6+vNp5/+xqRJk6hRo8ZNOYaVKz0fQ3a2is8/v8qpU6do3749s2bN4ty5c5w8eZK1a9fyySef0LdvX3bt2uXxBj42NhaVSsWRI0f4888/qVEjg//9D9avhxkzoFev+mzfvh1wDfwOHjxI27ZtAfvw4Xr16pV41psoP64l43erSz1FxVGnTh2XAEyj0VCnTp0bsu2vvvqKHj16UK1aNQYPHszixYtJSUnhxRdfJCEhoURdN0urW7duKIpCdna2s7TT29ubzZs3OyskBg4cSFJSEps2bSoy8EtISKBBgwZynb2N1A6qjVblPu/AZDURExFT4u04s8kWsF2yYc4x07t3bxYsWIDNZmPw4MG8+uqrPPLII85h7WAP/CL1kaiVAgkNI4RcCiny2r17926Xe8+goCBsNhtxcXH4+Pg4z8+AgACOHTvmti62U6dO/PLLL+h0OrKzs51LQCTwK7k7I/CbONE+1sGDLEXhvyYTZ8+edXvP19fXWfrZpUsXFi5c6Az88t/MLl++HJvNxsiRI50dEgMCApwLvI+npHCue3fyPGT9ctVqmDqVFi1a8OCDD/L8888X+aPUqFGDli1bsmvXLlq0aIHFYnH5o+F4WuKgUqno2LEjv/zyi/PifuXKFc6fP0+DBg0Ae0emvLy8mxY8iGuj1xeZKAbUFFLBccMEBYGnB86KAr17t2PmzJk89thjtGvXzq0kaeLEicyaNctt7QrYA78zZ87w+++/06RJE7fz9sEHHyQlJQWz2YzVakVRFKxWK6mpqc65QHKxr7hKu8YPpNRTXLvOnTvTqFEjFEVBURSioqLo0KHDDdn2okWLXGb3gf0Bcp8+fZg3b57LeIeCHM1XSqtevXqoVCoyMjKcgd9dd93Fli1bnDfWERERNGrUiPPnz5Obm1to4Cfr+24/GpWGOX3n4K3xRqPSoKDgo/XhlU6vEOZXTKIjn/zXWIvFgs1mo2HDhpw5cwaA8ePHs3r1aqZOneryPYPBQHe6E+obip/WvuzCV+uL+qyawPOBRV67C/7ddvSoWLlyJbm5uc5s4JUrVwDcZlA6Aj8fHx9nV8+CPStE0e6MwG/sWGjd2j348/VFN3QoGXffTbNmzfjvf//rse1x/tLP+Ph4bDaby4n9ySefYDab+de//uVx9z4+PtRZuRJ9ly7YfHywqtUYVSpygA8sFv516BAHDx7ktddeIz4+np9//rnQH6VGjRpUqlQJvV5PzSpV6AYMAGIArUbj/IXNr3Pnzi6B3759+4iOjnYGqbt37+auu+6Sxi63mfvvd6x388zfH272WKVHH7WPlSjI2xsee6zo77Zt25aQkBDWrFnj9l7nzp3ZuXMnPj4+zgx2fjExMahUKn744QdnmdKhQ4ew2Wx06tQJkPV9FZms8RO3klqtZtCgQbz88su8/PLL9O/f/5pKLAs6deoUCQkJ9O5d+LiP6tWrc+HCBTQajXOfNpsNk8nEpk2bWL9+fakHxiuKQtWqVcnMzMRms6HVagkLC+PgwYMu18zBgwdTuXJlZ3VTbsGF28j6vtvV4MjB7B63m8ntJ/Ns22fZ8I8NTO04tfgv5pN/lJOiKHh7ezNnzhxsNhu1atXizTff5P/+7//cegUYDAaMaUaOPn2UWb1n8UqnV1hwzwICvg0gJzun2FLP/IGfoihUrlyZqKgo1qxZ4+wsf/bsWYKDg0lKSnL5fseOHdm6dSv+/v7OhxqJiYlFPkARru6MwE+ns0+CnjnTfqccEgKtWsH8+WiXLGHaG2/w22+/sXHjRpo2bcpPP/3ktglH6afjF8VRknny5EmOHDlCdHR00d23vL1h/XqUTZtQvf46unfeoYvBwDsGAytXraJHjx60bt2atm3b8tBDD5FdSDOaGjVqkJ2RwZvArCVL+BpYAKwHjpvNDMzNdW0sg/0mO38dv5R5lg+RkdC7t/3UKcjHB955x3M27kaKiYGXXrIHf3q9/VfJ29ueRP8r/irSxIkTmTlzptvrQUFBNGjQgPr16+Pl5eUW+DnKmr/88ktnqefatWvx9fV1NnaRjF/FdS1r/MLCwmSNn7guarW6xHNNS2LJkiUMHjy4yKydwWDg8OHDPP7447Rt25aGDRvSvn17li5dyh9//MGVK1d47LHHqFatGk8++SQ///xzsQPjjx8/zvDhw5k0aRKvvPIK48ePx8vLi9TUVJch7AMHDiQ9Pb3Ick/J+N2+GoY05I1ub/Bur3dpU63NdW3LZrNRvXp1FixYAMA//vEPjh8/zrhx49w+GxoaSmpqKr46Xx5q8RD/7vpvOkV0QqvRkpWVVehDuz///JOcnBy36rLKlSvTs2dPFsUtIv1qOqjs2e6mTZuyZ88et31HRETg5eWF2Wzmzz//JCws7JqaIN2p7ozAD+ypk0cfhcRESE2F7dth6FB7zRpQv3591q5dy9tvv824ceMYPHiwc2afg6+vLwMGDADglVdeYeHChSxYsACLxcKrr75asuNo3RqmTIFnn+WUSkX//v25dOkSH3zwAQsXLqRmzZqkp6cTERHBCy+8wNatW12e9NWMiODp77/nwUuX8LPZCAQCAX+gGjAHODF2rMsumzVrxtmzZ9Hr9Vy+fFkau5QjS5bAQw/Zg62AAHuWLyQE/vc/KDAL+KZ55RX7LME33rD/s3ev/X9LYvDgwRw+fJh9+/a5vRcbG4uXlxeXL192C/zAPoj4119/dQZ+8fHx1K5dG7D/kZKMX8UlGT9R3tlsNr744gu3Ms+CHOdt5cqV6dGjB8OHD6dnz55cvHiRtm3bkpSUxKpVq9i4cSPVq1fnpZdeokqVKjz88MOsWbPGLUsXHx/Pl19+iZ+fHxqNxtl+Pzw83K3DY506dQgPD+eHH37wGPgZjUa3LKGouBo2bEhaWhoajYYVK1Ywffp0jzN/PV1rzWYzGo2G7OzsQjN+e/fupXnz5m7VZUFBQVytdZXVtVczw2sGTAXdCB26yjqP9wadOnVyLv84efKkPAAupTsn8CsBRVHo168f+/fvp0mTJrRo0YI33njD5cLqaI38wQcf8Pbbb/PWW2+h1+sZOHBgqfdntVrx8/Pjyy+/ZPz48YSFhfH2229z+PBhwH7zM3bsWOeTvg0bNhCTkEDD9HS8Cxn94AtEfv21fQbAX9RqNR06dCAjI8Njxk8Cv9uXTgcffWRvTLtmDfz8s32234MP3trjqFMHnn8eXngB6tcv+fe0Wi1PPvmkx6xf165d+fPPP0lKSiIpKYm8AuNORowYwenTp7FYLKhUKhITE2nVqhVgz7T7+PgQGhp6XT+XuD3JGj9R3u3bt4+rV68Wu1YwNDTU43lrNpvx8vJixIgRDBkyhJo1azoHxu/atcu5PKVKlSoMHz6c5cuXc/jwYX799VePw9o1Gg1RUVFs27bN5fVRo0Zx7tw5/P393QK/xMRE6tSpc80zYMXtL38Q5qgWi4mJITAwkP79+3v8TnGBX2HnS2FVOpcbXWbWiVnYAm32sRAayK2by891f+aPfX+4fb5Tp07k5OQ4Az95MFE6Evh54O3tzauvvsqOHTvYsWMH0dHRfPfdd8DfXT2joqJYtGgReXl5eHl5uQ18Lwmr1YpWq6Vt27a8+OKLDBs2DKPRSEREBNOmTSMhIYF9+/axceNGqlWrxuRJk/D76CO8i6n1VywW52xCh06dOnH+/HkuXrzIgQMHnK2Z09LSyMjIoG7duqU+fnHrBAZCx472hPENrES6JcaOHcs333zj9oeiY8eOHDp0iOTkZGrXru3snOvQo0cPrFYrO3fuRFEUzp07R69evYC/nxyKiulaM35S6iluF3FxcYwaNarYtYLBwcFcunTJrQmW2WwmJyeHwYMHU69ePZ577jnne46B8fHx8Rw+fJjY2FjmzZvHtGnTPPYpcNDpdGzevNnltSFDhqBSqTCbzW6Bn6zvu7M4OmmfOHGCd955p9C+D0UFfkWVenoK/LJN2SRVSyLPVmDOtQqMaiN/WP5wm3HdqVMn5/5PnDgh9wKlJIFfEWrXrs2KFSv48MMPmThxIv369XN2GvLx8XFmMf797387u36WhtVqdabRn332WcLCwnjxxRcBezclk8nE/PnzadiwIVOmTGHHjz9SvQQDKrUA33/v8lrnzp1JTk7m5MmTVK9e3blOytEdVBq7iJslJCSEwYMHM3v2bJfX/f39adq0KXXr1iU8PNytpEOtVlO1alVWrlyJ1WrFZDI5myRImWfFdi1r/EJCQrh8+XKx65+EuNksFguLFy8utswT7Jm4SpUqcfHiRZfXHYGfn58fc+fOZd26dSxdutTt+/kHxkdFRRX7tzw7O9vlRrpx48b4+/tz8eJFt8BP1vdVfPnPl5ycHAIDA+ncuTNt2hS+ZrCwwE+r1RZZ6llwhh/AtjPbUBUSitg0NkwNTW5NCyMiIvCL8IOGkGRKIqrpTe5yV8FI4FcC99xzDwkJCbRr144ZM2Y4L5rLli2jXr16PP3004UOfC+KI+MH9l++hQsXsmLFClauXIlarWb27NlMnTr176fYRiOqEqZ7bAVKPVq2bElqaqpbPbSUeYpbYcKECXzyySduT6O7du2Kn58farXaYy1/mzZt2L59uzMQCAgIAKSxS0V3LRk/tVpNUFCQ2w20ELdafHy8fdZZZGSJPl/wRtrR1dPxexAYGMjy5ct56qmn3Loc5leSTqQFsycA9957Lzk5OaSlpbm8Lxm/islsNbPi4Aq6LOyC9RkrTABGArXAYrXw5ptvFvl9Pz8/zGazSxNCR8YvNzfX48zH7OxskpOTadSokcvriqKgqAp/WKHTuq7zu5RziXvj7iVtRBoMgMz7Mmm1tBWL9i0q0c8uJPArMb1ez5QpU5wjGzp37kxubi5vvfUW8HfXT4DWrVu7la15kj/wA3tno6VLlzJ27FhOnDhBs2bNGDNmzN8lHqGhJa7zu1RgaL125UqOWSzs27+fjzdssHc5RTp6ilsjOjqaqKgoli1b5vJ6bGws6enppKenu3XvAujbdygnT8Zw+fJwQkLuxXFPIhm/iu1a1viBrPMTtwdHmWdJFTxvHQ2tcnL+bo3fokULXn/9dYYMGUJOTo7H7dSsWbPYjN+lS5fcsjwtW7Zk7NixZGRkMGPGDE6fPo3JZCIxMVEesFUwW05toeo7VRm9cjTxJ+OhEhAE1AdGgOZZDUb/wsuFwR6sGQwGZ3d7sAd+KpUKb29vjw8gEhISaNSokVuzmLbV2ha+H7OCIcXgDPysNiuxn8fy84mfsaqs4AXo4XLuZcatGcfqw6tL+p/hjiaBXynV0eloDlT/q1Ty008/dT6B8/X1ZeHChUyePJkuXbo42+IWxjFfJ782bdowZcoU53q/V199la1bt7Ju3Tp7Z9KHH8ZUzIU9E/iqVq2/X9iwAcaMoarRiAoITkuD/v1h717J+IlbZsKECbz//vsuT5Tbt2/P6dOnOXToEHv37nXpYLt2LTzzzDAsltnk5r7BuXOLiImB5OSrpKSkUL80XWZEuXItGT+QkQ6i7OXk5LBixQpGjBhR4u8UDPwKa5Qxbtw4IiMjmTBhgsftdOjQAU0Ry0GMRiPx8fFkZmY6X1u5ciWXL19Gq9WiKAqZmZksWrSIhIQEatSo4VwWIsq/zSc302tRL9Jy0rhqvOr6pgLoIUOVQZu5bTiafrTIbXk6Z1UqVakbu3hpvBgRMgK11TWpoVW0qLJV+Bz2cQZ+Px37iaPpRzFa3APTbFM2L6x7wWNGW7iSwK+kEhIgJoZ+zz/PJmDz8eNsDg+nT4cOtG/fnilTpjhLPB0D39955x1Gjx5daOln/jV++U2cOJHw8HAmT56Mr68vH3/8MY8//rj9Kd9LL2HU67F42B5ArqJwWKfjs/w3P2++CQXnAubmkvf221y4cEFuoMUtce+995KRkcHWrVudr3l7e9O6dWv8/f0JCAjg6FH7H5ujR+3TVjIzFSAA8MFi8WLvXrj/fivR0dE3dN6WuL1cyxo/kIyfKHtr1qyhZcuWzkHUJVFY4JeVleWyXkpRFObMmUN8fDxxcXFu26lWrRqdO3f2uM7VZrORmppKdna2c7yOyWTi6NGjHofD//bbb/JQuALJM+fR78t+ZJs8z4h2sGHjivEKA5YOKPJzBc9Zk8mEoiilDvwAhtQeQtMjTWkc0hgFBW+NN6ObjyZwWSAnDp1wBn7fHPqGTGOmx20AnL5ympTMlCKPW0jgVzJJSdChA2zfjtpkIhDwBjqkpfHU4sXs276d06dP07hxY5YtW4bNZiMqKoo//vgDlUpF69atSUxMdNtswVJPB0VRWLBgAatWreKbb76hd+/etGrVitdffx2qVuXLZ57hNJCX77tmwOblxRZFYVilShw+mu9pTYqHXwSrlczDh2nevLncQItbQqVSObN++cXGxhIUFITB8HdJx8yZ4KEjOSYTHDzoQ82a99yKQxZl5FozfhL4ibJkNBpLXeYJJc/4gb0p1vLly5k4cSKHDh1y25bNZiM+Pt75QNdms5GVlUXVqlUJDw/H19fXeZ0tKjty4sQJWQZSgXxz8BvM1pI1vrLarBy/dJyd53YW+hlP56yiKEU2diks8AsKCkJ3XMeBJw9g/qeZ7JezmdtvLt3bdycgIICLFy9y8eLFYo9fQcFiKywtIhwk8CuJV14BD1k7xWiEU6cI37qVRYsWsWjRIqZNm0aPHj04cOAAvr6+LFiwgMmTJ9O1a1cWLFjgcqG12WweM35g/0VYunQp48eP5/jx47z//vvMnTuXxMRE0ipXpoFazap//AP+8Q82+fnxQ926KNu380KTJpy6dIn09PS/9zVgAOQb2gqAjw87a9aUJ3rilho9ejQbNmzg5MmTztdiY2OdpUeOdX47dngO/OzMBAa2u8lHKsrKpUubuPfeJDSan0pdtiMjHURZ2bx5M9OnT6dJkyalrqIpLPBTFMXjw+GmTZvy5ptvMmTIEJcGG2BfX9i7d29GjhxJXl4eWq2WNWvW0K5dO9q3b09WVha7du0C7OMdqlev7rYu0Gq1sn37drk/qEBm/D6jyGxZQbnmXD7a/lGh7xecP+kI/Dw9sLNYLCQkJBS6Lr9y5cqkp6cDoFL+Dksczd+qVKnCnj17uK/+ffjpCi89DvYJJsI/otif7U4ngV9JrFoFhc3Oy8qC+fMB+2yRXbt2cf/999O5c2deeOEFrly54lL6mb/rp6c1fvnFxMTw8ssvM2zYMCpXrszrr7/OuHHj2L17N3pvb3aHhsJnnzHc15ctgwdDdDQ9evTAYDAA/N0JadIk+9RtPz/QaOz/27IlX2g0cmEXt5S/vz9jxozho4/+/oMSExNDWloaKSkpznO2Zk0obCmrxWKlVSu5uFdEV67sICGhDx06pJGb+1/OnHmv+C/lExYWJhk/ccvl5uYSHx+P1WpFo9GwcePGUj20KCzwKyrr/cgjj9C8eXOeeuop52tGo5Hly5czcuRIwD6nNyAgwNlNsU2bNpw5c8YZ+AEMHDiQ4OBgdDoder0enU7HoEGD2Llzp1vrfVF+JV9OLtXnrTYrB1MPFvq+p+YugMeM39GjRwkLCyMwMNDjtoKCgtxGicDfzd8cXb/7NuxLqE8oGpX7OlYfrQ+vd31dRpOVgAR+JVF46sEuXzZQo9Hw9NNPk5iYSHp6Oo0bNyYuLo7IyEi30s+iMn4OzzzzDNWrV2fSpEmMHTsWi8XCd999h9Vqdf6iZGRkEBVln2MSGxuLoih4eXmxatUq+0b8/WH3boiLgzfegG++gU2b+GPPHgn8xC331FNPMX/+fOcDEJ1OR4cOHbh8+TK7du3CZrPx9NPgeYmXDZvtIiNG1LqVhyxukStXtmJzlurkkJ7+fZGfL0hKPUV5VFijjMLK5sC+JOSTTz7ht99+c84Q/v7774mKiqJmzZqAPfDLycmhQYMG6HQ6AgMDqVOnDgcPHnSO1gkICOCJJ55g9OjRDB06lBdeeAGr1UrVqlULvVEXd4giYihP5yzg8WFFceOXHIFfwYcl9evXR6fTkZqayu7du9GoNGx+aDNRoVH4aH3w1njjp/PDS+PFq51fZUzzMaX7+e5QEviVRJMmhb+n10OPHm4vh4WFMX/+fL766itmzJhB586dOXbsGAsWLODFF1+ka9eumM1m9AVLMAtQFIX58+ezZs0aVqxYwcMPP0x2djZ5eXnOpy15eXnOWvy7776b1NRUtFotv/76698b0migXz+YPBl69OBKZiZnzpyhcePGpf/vIcR1qF27Np06deLzzz93vtatWzdCQkLIzc3l/PnzdOgAzz9vD/4cS1B9fMDf30q1ak8QEOBfRkcvbqbAwLtRFPv/4SqVD8HBfUv1fSn1FGXBy8uL7t27o1KpUKvV9OvXr1SZB0+NMtRqdbHrXP38/Fi+fDmTJk0iMTGRRYsWuawvvHjxImlpaS4ldh07diQoKMhl5JSiKISHh1OnTh20Wq0Mbq+A6gbVLdXn1YqaaEN0oe/fyMBPq9Xi7e3N1auunUYVRaFHjx5kZ2ezY8cOACICItgzfg+bRm/ivV7v8b8+/yPl+RQmd5hcqp/vTiaBX0m89pr9rtMTjQYef7zQr7Zr144//viDkSNH0r17d5555hnuv/9+Z1nIBx984NJa2ZNKlSqxdOlSHn/8cX788Ue6dOmCVqslJSWFCxcuYLPZaNiwIWAvpWvSpAk5OTkcPFh4mn7v3r00adKkyNbPQtwsEydOZObMmc5ucl27dsVoNBIcHOxc5/fvf8PWrTB+vH2Z6rRpMGPGCmJi3IfDiorB3/8umjb9kYiIiTRsOIeIiKdL9X0p9RRlpW3btkydOpWpU6fStGnTUn33WjJ+DtHR0fz3v/9l4MCBrFu3jiFDhjjfS0tL4+zZsy7H0759e/R6vctQ7IJkcHvF83y754tcH1eQTq3jqdZPFfp+YYGfp3O2uMAPXNf55detWzcqVapEcnKyy3rW1hGtGddqHKOajiLQSzLTpSGBX0n07w///Cd4edn/AfD1tZdQrl0LxbRtVqvVjB8/ngMHDpCXl0fjxo3Ztm0bKpUKrVZbaNfP/Fq3bs3kyZNZtWoVH374IVarleTkZHbs2IFWq3XpzNm7d2+0Wm2RT77liZ4oSx07dsTb25sff/wRgLvuuousrCyMRqPLDUnz5vDhh/bq5GefhSNHtstA4QquUqW7qV//PcLCRpV6vYbjZkRmOYmyoFarPQ6vLk5AQAB5eXnOwexFNcrwZMyYMRgMBgIDA6lUqZLz9bS0NI4fP+6S8Wvfvr2zrL4wcn9Q8fRv1B+9uugKMwe1oqZRSCOaVfHcjAU8B342m83jObt79+4SBX6e1vl17dqVzMxMAgMDnWNIxPWRwK+kXnwRjh+H//zHXi750Uf2MQmdO5d4EyEhIcyePZtvv/2W2bNnY7VaGTx4MC+99BJdu3Zl/vz5Rd6wVKtWjeDgYD766CNatWpFSkoKO3bscHvCEhsbi5eXFxaLheTkZI/bkid6oiwpiuLM+oF9bezdd9/NhQsX2Lmz8BbSe/fuLbQzmBC+vr4oilLo7FQhbkeKorg0yyiuNb4njoe/8+bNA+ydOdPT0zl48KDLNbNOnTqoVCp+//13j9uxWq3skfX/FY5WreW7Ud/hqy36nFIpKip5VWLFsBVFfi40NJTU1FTnPasj8Ct4zqakpGAymahWrVqR2wsKCvKY8atZsyaBgYFYLJYis9Si5CTwK42qVe1ph+nTYfTowss/i9GqVSvnEOvJkyfz+++/s2rVKt59911Gjx5daOlnXFwc//rXz6l6QgAAF0BJREFUv/juu++oXLkyAMuXLyc4ONjlc23btiUzMxO1Ws3KlSs9bmvXrl1yYRdlavjw4ezZs4cDBw4A0KtXL3x8fPjjjz8K/U5JSkbEnU3W+YnyKH8GpbQZv9OnT5OQkMDq1auZMmUK+/btIyMjA29vb3x8fAgNDXV+VlEU2rdvz/79+7FY3GeeHTlyhODgYOc9hqg4YiJi2DRmE+H+4W5lnypFha/Wl8Yhjdkxdgc1K9UsclteXl7o9XquXLkC2M9Zq9Xqds46/mYXV71RWMYPoGfPnmRkZDjX+YnrI4FfGXGUg6xYsQKNRsOAAQMYN24carXaY+lnWloamzdvZtSoUSxdutTZLvrQoUMEBAS4fNbLy8v5i7Zp0ya3fWdnZ3P8+HFnJ1AhyoJer2f8+PHMmjULsGeqAVJTU8nIyHD7fEpKCkajsdgnh+LOJuv8RHl0PYHfkiVLGDRoEM2bN+e9995jyJAhnDx5El9fX48VEl26dEGn03HkyBG396QaqGJrFd6K08+e5uuhX9Onfh8ahzQmKjSKoZFD2TB6AwmPJ1CrUq0SbSv/OWsymYoM/IpTWMYP7A+Fvby8+O2330p0XKJoEviVsdDQUD744APWrVvH8uXLSUhIYPDgwW6ln8uWLaN37974+/vTqlUrRo8ejc1mIzAwkNOnTzubZDj069cPi8XC3r173fa5d+9eIiMjix0lIcTNNn78eJYuXUp6ejpNmjRx/uEo7LwtyZNDcWeTkQ6iPPIU+JW01DMuLo4HHngAgAceeIBOnToxadIkNBqNx8CvQ4cOqFQqj6Vzsr6v4lMpKnrW7cmakWs48OQBEp9IZMngJcRExFxzN1pHxq/gObtnz54SzYMsKuPXtWtXTCYTR44cwVTceDVRLAn8yogjoHMEX82aNeOXX35h4sSJzJs3j44dO/L22287Sz/zX9gBnnzySRRF4erVq/j4+DB79myX7Xfv3h2dTsfZs2fd9i1lnuJ2UaVKFe6//37mzp2LSqWiffv25ObmerwhkfV9oiSk1FOURwVvosFza/yC9u3bx6VLl+jYsaPztVmzZnH06FGuXLni8ZrpaKa1bds2t/ck4ydKylPgdzMyfmFhYYSGhqLVajl06ND1H/gdTgK/MuKorddqtc7XFEXhgQce4NChQ9SuXZu0tDSOHDlCs2bNOHjwID179nR+tkaNGgAYjUZiY2P55z//yfnz553vt2zZEpvNhslk4vLlyy77lsBP3E4mTJjARx99hMlkol+/fphMJtcZlH+R9X2iJKTUU5RHBW+iPTXK8CQuLo6RI0e6dBP19vZm3LhxXLlyxWNlj16vp169emzevNnldZvNJvcHosQcDV7Afs5aLBaXczYrK4tTp045x40VpaiMH9jHOphMpiK70YqSkcCvjHgK/BwCAgJ49913iY+Px9vbm7S0NLKysvjiiy/smcLcXPy++Ya1NhvrAMPSpTzQty8TJkxwbkOj0TjL4latWuWy/Z07d8oTPXHbaNGiBbVr12bFihXExsai0Wg8NniRjJ8oCSn1FOVRwfVSUHzGz2q1snjxYpdqIAeLxYJarWby5Mke10x36dKFgwcPunQSP378OAEBAS7NYIQoTMGHFWaz2eWcTUhIIDIy0uN9bkFFZfwA+vfvj81mc3tYIUpPAr8y4gj8ihqgHhUVxfr16/Hz88PPz4/nnnuOsf36YW3UCJ58kt5AD2CaxcKrn3/Opa1bWbt2rfP7jl+UdevWOV/Lzc0lKSmJJk2a3KwfTYhSmzhxIu+//z6NGjVCq9Vy5swZ8vLynO/n5ORw/PhxIiMjy/AoRXkggZ8oj64l4/fLL78QHBxMdHS0y+u5ubkkJyfToEEDevbsyaOPPuo2Kqpnz55YrVZOnz7tfE3W94nSKHjOWiwWl8CvNFU6xWX8unTpAuCxGkiUjgR+ZaQkgR/YB196eXmRnJzMI488wgNr12I5eRLyjXzQGo0EWCzEpafz5BNPOGdY9enTB0VRXOb1JCYmUr9+fbwcg+iFuA3069eP8+fPs337dtq0aYNKpWL//v3O9/fv30+DBg2kIZEoVlhYmKzxE+VOSdZLFbRo0SK3bN/58+eZOXMmYWFhDB48mB49enDs2DE++ugjl8+1a9cOi8Xi0iJf1veJ0vCU8cv/sKIkg9vBXmL8a+av7Km5h28Pf+vxM0FBQRgMBo4ePVrkvGtRPAn8ykhJA7+4uDhGjRqFv78/7z71FB11OjwlzVWAT24u/fz9ee211wCIjo5GrVa7PdGTC7u43ajVap5++mlmzpxJ//79MZvNLuWesr5PlJRk/ER5VNqMX25uLt988w0jRoxweX358uXk5uai1WpRq9UcOnSIGTNm8K9//cslyAsLC8Pf35+ffvrJ+Zqs7xOlUVypZ0n/bi/Ys4C3Et8ivWY6w78ezvrj6z1+rmvXrlitVk6cOHFjfoA7lAR+ZaQkgZ/FYmHJkiWMGjXK/sKBA6iKyNR5a7X4nDjBvHnz2LNnDyqVisjISEwmk7NsTi7s4nb1yCOP8P3333PXXXehKArr1/998Zf1faKkJPAT5VFoaCgXLlzAZrOVKOO3Zs0aWrRoQUREhMvrBdfzWa1WdDodn3zyCUOHDnVp9ta0aVO2bt0K2LMu8mBYlEZRGT+z2UxiYiJNmzYtdjvrj68nx5wDQI4phy2ntnj83LBhw7BarTLP7zpJ4FdGShL4bdiwgWrVqv3dESkkBArM68tPrdPRfdgw/Pz8eOyxx7BYLAwaNAjA+VRPAj9xuwoMDGTUqFGsXbsWvV7vcnGXjJ8oqeDgYC5fvuxsiS9EeeDl5YW3tzcZGRkeOyQWVHDEk0PlypVd/l2lUmEwGBg8eDB9+vTh4YcfdpbK9ejRg6NHjwJw6tQp9Ho9VapUuYE/lajICnb1NJlMzocVR44cITw8nICAgGK3069hP3y09u95a7zpVrubx8/FxsaiKApr1qy5QT/BnUkCvzJSksDPrX6/dWvw9y98o1Yr3WbOpF27dpw5c4ZPPvmE4cOHA/byD6PRyP79+yVzIm5bzzzzDHPnzqVp06akpKRgtVqxWq3s27dPzltRImq1msqVK5OWllbWhyJEqTgyKMVl/NLT09mwYQMDBw50e2/o0KH4+vqi0+lQq9W0atWKevXqAfDOO+9w+vRpZs6cCdjXVufm5nLhwgXJ9olSCwkJIT09HYvFgslkcgn8SvOwdnj0cJYMWsKLHV7ku1Hf0bFmR4+f8/Pzo1KlStLZ8zoVvcBM3DRGoxHAZfZOftnZ2axevZrp06f//aJKBQsXQv/+kJ3t+gUfH5g5E8Xfn7lz59KkSROmTJlC//79UalUbNiwgQMHDlC7du0SzQYSoizUr1+fmJgYfHx82LZtG0eOHEGr1RIQEEBwcHBZH54oJxw30JK9EOVJ/sCvqIzf8uXLueeeewgMDHR7LzQ0lIkTJ5Keno63tzf++R4W6/V6li1bRps2bWjXrh2tW7dGURQ2btxIQkKCVAOJUtFoNAQGBpKeno7ZbMZoNDrP2dJW6fRr2I9+DfsV+7m2bdu6dKoXpScZvzKSv1W9J6tXryYmJsb9xqVHD9iwAbp2tQeCigItWsBXX8GjjwL2OYArV67EarXyyCOPEGEwUPP8ec4tXkynqKib9SMJcUNMnDiRffv2AbBu3TpZ3ydKzWAwSGdPUe7kD/wKNsrIb9GiRX+v/fdAo9FgMBhcgj6H2rVrM3v2bIYNG8bly5epVq0aa9eulYyfuCaOc9ZoNGKz2Zwz+27W8oyHHnoIi8VCSkrKDd/2nUICvzJiNBpRFKXQ9wur3wegTRt78Gc02v/ZtQt693b5SIsWLXjrzTeJXr+e/WlprLVY6DJzJh+sWAHDh4OHga5C3A66deuGRqNBo9Hw9ddfs2fPHgn8RKmEhYVJgxdR7jhuok0mk1trfIfk5GQOHjzIPffcc837GTBgAAMGDGDMmDG0a9eOS5cukZ2dTZQ8GBal5Dhnc3Nz0ev1KIqCzWYr8SiH0urbty8AS5YuueHbvlNI4FdGigr80tLS+OWXX+jfv3/RG1GroYg1gk+lpjIN8DebCQR8jEY0ZjOsWAEdOkBu7rX/AELcJIqiMGHCBHQ6b3buhE2bMomOblHWhyXKEensKcqjgqWenjJ+ixcvZujQodc90/Stt94iJCSEBg0a0KxZM+6++26+/PJLl/mpQhTH0eAlNzfXeU6mpKRgs9kIDw+/4ftbdWwVPA/PXXqOmu/VZOWhlTd8HxWdBH5lpKhSz2XLltGnTx+PZRolduECyjvv4O2pC6jRCMnJsHjxtW9fiJtIrx9NdvZxMjNXs3nza4wfP4D588v6qER5IYGfKI/yB34mk8kt42ez2fjiiy8KrwYqhSNHjlC3bl1UKhVarRadTofZbGblypVcvXr1urcv7gz5M36OwM+R7Suqqu1abErexMOrHgZ/QIFTV04x6ptRbDuz7Ybup6KTwK+MFJXxK65+v0SWLbOv/ytMVhZ8+OH17UOIm+DHH2H8eB0QAgRgs/lz5Yqap5+2L2UVojiyxk+UR/lLPS0WC14F5vbu3r2bvLw82rVrd937+uOPPzyOPLHZbCQmJl739sWdwXHO5uXlOc/Xm7W+77+//pdsk2tjwxxTDjN+n3HD91WRSeBXRgoL/I4fP87Ro0fp2bPn9e3gzz8hJ6foz/w1f0WI28lLL3k+dbOz7e8JURxZ4yfKI8dNdHZ2Nlqt1u0ewfFQ+EZkUnILWephsVjILtg1XIhC5A/89Ho9YA/8WrS48cszLmS5X9Nt2PgzUx7ylYYEfmWksMAvLi6OoUOHOjsjXbM6daC4sQ116lzfPoS4wWw22Lu38PdPnrQnq4UoipR6ivIof9lcwXsAi8XCl19+ef3VQH+pX78+arXa7XWdTkcduTcQJXQrM35DoobgrfF2ec1H68OQyCE3fF8VmQR+ZcRT4Gez2Yru5lkaQ4bY76IL4+sLzz57/fsR4gZSFChQ3eT2/nX2NBB3ACn1FOWR4yY6JyfHrXnLhg0biIiIoFGjRjdkX+3atUOv17vMEtZoNISHh1OrVq0bsg9R8YWGhjrHOXh5eXH16lXOnj1LgwYNbvi+no55mqZhTfHT+aFX6/HT+dEqvBWP3vXoDd9XRSYD3MtIXl6e2/D2Xbt2YTabadOmzfXvwM8P5syBxx5zr5vz8YHYWOhX/LBMIW61YcNg0SIouPxEpYL77oPrTYaLis9xA22z2W54gwEhbpbKlSuTkZFBVlaWW+B3Q9b+5+Pn58f48eOJj4/n8OHDaLVaWrZsSdu2beV3RpSYwWAgNTUVPz8/fHx8SEhIICoqCk0RHeevlbfWm62PbGXDiQ3sv7CfpmFN6VKri5yvpSSBXxkxmUw3tX4fgFGjoEoVmDrVPutPrYbAQHjhBXjuOfudtBC3mbfegp9+grQ0cDS/1eshIADef79sj02UD76+vqjVajIzM6+vO7IQt5BarXYGf/kDv+zsbFatWsX06dNv6P78/f257777uO+++27odsWdw/GQTafTERwcfNPKPB1UiorudbrTvU73m7aPik4CvzJiNBpdMn5ms5kvv/yS+Pj4G7ujbt1g2zbIzLTfRQcFScAnbmthYbBvn73pbFwcWK0wdChMmAAGQ1kfnSgvHDckEviJ8sRgMJCRkeFslAGwevVq2rZtS5UqVcrwyIRwV6lSJTIzMzEajXh7e9/0wE9cP4kAykjBjN+GDRuoXr36TamLBuyln8HBEvSJcqFyZfjnP+HwYThyBN54Q4I+UTphYWGyzk+UOwaDgczMTJfAb9GiRTdm7b8QN5hKpSI0NJTc3FwJ/MoJiQLKSMGMX1xc3A2t3xdCiDuZdPYU5ZHBYCArK8sZ+KWmprJlyxb69+9fxkcmhGcGg8HZ1XP//v00bdq0rA9JFEECvzJiMpmcgV92djarV69m+PDhZXxUQghRMUjgJ8ojg8FAdna2szX+0qVL6dOnD35+fmV8ZEJ4FhoaislkIi8vj2rVqsm5epuTwK+M5C/1XL16NW3atCEsLKyMj0oIISoGGekgyiODwUBOTo4z8LthI56EuEkMBgMmk4mrV69KmWc5IIFfGcmf8bvRbZqFEOJOFxYWJhk/Ue7kL5s7evQox48fp0ePHmV9WEIUymAwYDabuXTpkgR+5YAEfmXEEfg56vcHDBhQ1ockhBAVhpR6ivLIYDA4OyTGxcUxbNiwmzITTYgbxWAwYLFYSE1NlcCvHJCrSRlxBH7Lli3j3nvvlZpoIYS4gSTwE+WRo2zOy8uLRYsWERcXV9aHJESRDAYDVquVc+fOSeBXDkjGr4yYTCbUarXU7wshxE0g4xxEeeQom8vMzERRFFq3bl3WhyREkUJDQ7FarajVapk1WQ5Ixq+MaDIzqWwycfToUanfF0KIG0wyfqK8yczM5PDhwzzyyCMoisJdd93lMu9XiNvNkYtHmJ86H+tjVlQWFTvP76RVeKuyPixRBMVms9nK+iDuKJcvw6hRmH/4AYvVysXKlQnfsgUaNy7rIxNCiArDYrHg5eVFTk6OrJESt72MjAzmzJlDXl4eFosFAI1GQ/v27enatWsZH50Q7rad2Ua3z7uRa87FYrOADXy0Pizov4ChUUPL+vBEIaTU81YbNQrWr0djtaIHql66BF26gMlU1kcmhBAVhs2WyX33+XDy5LdlfShCFGvDhg3k5OQ4gz4As9nM1q1buXr1ahkemRCejV0zlixTlj3oA1Ag25zNuDXjMFnknvZ2JYHfrXTpEvz8MxiNzpcUmw1ycmDjxjI8MCGEqDjM5ky2b2/GuHGZnD49ipMn3yzrQxKiSElJSXgqwFIUhWPHjpXBEQlRuIzcDA6mHvT4nsVqYU/Knlt8RKKkJPC7lfLyPL+uKJCVdWuPRQghKqirV7dhNl/Cy8sK5HDu3MdlfUhCFEmtVnt8XVGUQt8Toqxo1dpC37ParHhpvG7h0YjSkMDvVqpSBerVswd6+ZnN0K1b2RyTEEJUMF5etbDZzH/9mwZv74ZlejxCFKdZs2YeAzybzUaDBg3K4IiEKJyP1ocutbqgVtzP2RCfEKIN0WVwVKIkJPC71ZYvh9BQCAgAf3/w8YHFi+3/LoQQ4rp5e9clMnIxfn4tCQnpR2TkkrI+JCGK1LlzZ0JDQ9HpdIA9A6jRaOjfvz96vb6Mj04Id/P6zcPga8BPZ59D7aPxIUAfwNdDv5ZutLcx6epZFkwm2LDBXt7ZrRsEBpb1EQkhhBCiDFmtVpKSkkhOTsbX15dmzZoRIA+FxW0sx5TDsv3L2HV+F/Uq1+OBpg8Q5B1U1ocliiCBnxBCCCGEEEJUcFLqKYQQQgghhBAVnAR+QgghhBBCCFHBSeAnhBBCCCGEEBWcBH5CCCGEEEIIUcFJ4CeEEEIIIYQQFZwEfkIIIYQQQghRwUngJ4QQQgghhBAVnAR+QgghhBBCCFHBSeAnhBBCCCGEEBWcBH5CCCGEEEIIUcFJ4CeEEEIIIYQQFZwEfkIIIYQQQghRwUngJ4QQQgghhBAVnAR+QgghhBBCCFHBSeAnhBBCCCGEEBWcBH5CCCGEEEIIUcFJ4CeEEEIIIYQQFZwEfkIIIYQQQghRwUngJ4QQQgghhBAVnAR+QgghhBBCCFHBSeAnhBBCCCGEEBWcBH5CCCGEEEIIUcFJ4CeEEEIIIYQQFZwEfkIIIYQQQghRwUngJ4QQQgghhBAVnAR+QgghhBBCCFHBSeAnhBBCCCGEEBWcBH5CCCGEEEIIUcFJ4CeEEEIIIYQQFZwEfkIIIYQQQghRwUngJ4QQQgghhBAVnAR+QgghhBBCCFHBSeAnhBBCCCGEEBWcBH5CCCGEEEIIUcFJ4CeEEEIIIYQQFZwEfkIIIYQQQghRwUngJ4QQQgghhBAVnAR+QgghhBBCCFHB/T+usJE+7Ik5jwAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 1080x504 with 5 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#Create a graph for each type, and draw them \n",
"#Notice that \"add_nodes_from()\" and \"add_edges_from()\" are used when your nodes,edges are stored in a list (so you you do not have to add them one by one using add_node and add_edge) \n",
"pos=\"\"\n",
"plot_num = 1\n",
"graphs_colors= ['r','b','y','grey','g']\n",
"for e_type in edges:\n",
" G = nx.Graph()\n",
" G.add_nodes_from(nodes)\n",
" G.add_edges_from(edges[e_type])\n",
" if not pos:\n",
" pos = nx.spring_layout(G,iterations=1)\n",
" plt.subplot(1,5,plot_num)\n",
" plt.title(e_type)\n",
" deg= nx.degree(G)\n",
" nx.draw(G, pos, node_size=[deg(n)*10 for n in G.nodes()], with_labels=False,node_color=graphs_colors[plot_num-1])\n",
" plot_num+=1\n",
" "
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.5"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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