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@catslovedata
Last active January 22, 2023 18:33
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{
"cells": [
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"### Libraries used during this notebook"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import geopandas as gpd\n",
"import matplotlib.pyplot as plt"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"### Example of importing to a pandas dataframe from the Excel data"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"\n",
"all_hours_data = pd.read_excel(\n",
" 'D:\\\\ashetable332022provisional\\\\PROV - Home ITL (3) Table 33.9a Paid hours worked - Total 2022.xls',\n",
" sheet_name='All',\n",
" header=5,\n",
" usecols='A,B,D,F',\n",
" names=['Location', 'ITL_Code', 'Median_Hours', 'Mean_Hours'],\n",
" skipfooter=5,\n",
" index_col=1\n",
" )"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"### Example of importing to a geopandas dataframe from the GeoJSON data"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"uk_itl2_regions = gpd.read_file('D:\\International_Territorial_Level_2_(January_2021)_UK_BUC_V2.geojson')\n",
"uk_itl2_regions.set_index('ITL221CD', inplace=True)\n",
"uk_itl2_regions.set_geometry('geometry')\n",
"\n",
"uk_itl2_regions.rename(index={'TLN0':'TLN'},inplace=True) # data wrangling step added to make the code match the statistical data for Northern Ireland which doesn't have a sub-region"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"### Example of combining the two datasets by index and creating a default geopandas plot"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" ITL221NM \\\n",
"TLC1 Tees Valley and Durham \n",
"TLC2 Northumberland, and Tyne and Wear \n",
"TLD1 Cumbria \n",
"TLD3 Greater Manchester \n",
"TLD4 Lancashire \n",
"\n",
" geometry \\\n",
"TLC1 POLYGON ((-1.73620 54.91858, -1.72491 54.90880... \n",
"TLC2 MULTIPOLYGON (((-1.77849 55.66792, -1.80244 55... \n",
"TLD1 MULTIPOLYGON (((-3.06976 54.98276, -3.06879 54... \n",
"TLD3 POLYGON ((-2.13413 53.68573, -2.11809 53.67125... \n",
"TLD4 POLYGON ((-2.46086 54.22672, -2.53398 54.15769... \n",
"\n",
" Location Median_Hours Mean_Hours \n",
"TLC1 Tees Valley and Durham 37.0 33.5 \n",
"TLC2 Northumberland and Tyne and Wear 36.9 32.8 \n",
"TLD1 Cumbria 37.5 33.8 \n",
"TLD3 Greater Manchester 37.0 33.2 \n",
"TLD4 Lancashire 37.0 32.8 \n"
]
},
{
"data": {
"text/plain": [
"<AxesSubplot: >"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Combine the data, join by index\n",
"itl2_hours_data = uk_itl2_regions[['ITL221NM', 'geometry']].join(all_hours_data, how='inner', rsuffix='all')\n",
"print(itl2_hours_data.head())\n",
"itl2_hours_data.plot('Mean_Hours', legend=True)"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"### Create a plot with subplots, carry out visual formatting and remove the axes"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1, 'Mean Weekly Hours Worked by ITL2 Home Area\\n(Annual Survey of Hours and Earnings (ASHE) 2022 provisional edition)')"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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79u1x7tw543BetVptViYlJQV37tyxGpxIpVLUrFnTuM6zXq/HqVOn0KZNG6t1q1evntV1oU+dOoXPPvsMK1euhJeXV4mv08fHB+3btzcLJLKysnD48GEMGDCgxHMUsbQUzcP/2rZta3KMVqtFbGys2VDhB4WEhMDV1RUXLlywuS7FsbYclqOjI1555RVMnjwZv/32m03D6y3p3LmzSWKtU6dOoU6dOiaBwVNPPWUyj/Ls2bOoVauWSZmTJ0+iWbNmxuHLlkRGRlrMam3rkl9paWl46aWXMGfOHLRo0cJkX2k/s5cuXYK3tzdq165t9XpFw09tVVz58PBwKJVKxMXFAbA+bLq0D3aqWn5+Pl5//XVMnjwZDRs2LNWxn3zySYmfQUuZq0+ePFnsZxAofIhj6b1mrY6urq6oW7euxX3e3t5m0yCOHz9u1j48qF69ejYHkb/88gvat28PX19fk+2DBw/GgQMHrGZ5t/a5eVTfX0Rkv8y7TIjosVWUXOvBQGnjxo3o27dvsb2RiYmJuHTpUrG9NBKJxOQmQafTYfv27dizZw+uXr2K7Oxs4zxOrVZrMWCx1DtcRCwW2xzkODg4oHXr1jhy5Aiio6Nx/PhxhISEwN3d3VjG0dERLVq0QExMDHr06IF//vkHwcHBJnP+EhMTYTAYir3RMxgMxtedmZmJgoKCYpeuEgQBzZo1M9t+48YNTJw4EU2aNEFQUJBNrxMoDCSWLl2K4cOHG7ft2LED3bt3LzYYqwhZWVnQaDQICAgotlxQUBCSk5Mr5JrF/W5ee+01NG7cGIsXL8a8efMwePBgDBkypFS/z9atWyM7Oxu3bt1C/fr1zUYWFJW5ceMGsrKy4OHhYTEzeWpqapl/L7bUV6lUYsKECcjJybHYc1vaz2xKSkqJ9bXlIc2DrPUOA4UPkzw8PJCeno7atWuje/fumDlzpvH3DhR+nmJiYvDZZ5+V6rpVRavV4tVXX0VISAgmTpz4yK6bkpJi9kDkYUFBQRZH2BTX7ltbek4kEpm1xYmJiZg8ebLVcwmCYPOSfuvXr8fly5ctvneLvlfGjBljts/a5+ZRfX8Rkf1iQExUjfTv3x+fffYZbty4gQYNGsBgMGDTpk1YsWJFsccZDAb07t0bCxcutOk6Go0GY8eOhVwux/jx49GkSRN4enpCLC4cVPJwgFHEUvKosioa+hodHW0xqCmqx8GDB9GjRw+Lw6X1ej18fX2LzYD7IIPBAKCwx7A0CYDS09Px1ltvYdmyZfjggw/w/fff23xD3bVrV8ycORM3b940DpndsmUL3nvvPZuvX1YSicSmcoIglOpvW9zNZknX7NGjB3r06IFLly5h7dq1eO6559C/f3/MmDGj2AzqReRyOdq0aYMjR44YA+KZM2ealWnbti0OHz6Mfv364ejRo3jzzTdLVU/A+u+l6HNSnDfeeAMvvPACTp48iXfeeQfLly83OVdpP7MGg6HE65b281lSeYPBYCwjlUoxcOBAbNmyxZiBfMeOHXj66aet9uw9TvR6PaZOnQqxWIzPP//8kV7b0nSOh1l7r1VUm2swGLB7927jw4yyunz5MjIzM3H58mWLdTtw4AAWLFhgMSC29pl7VN9fRGS/OGSaqBpxdnZG//79sX79egDAX3/9hYCAAISEhBR7nK+vL5KSkmy+zubNm1FQUIAffvgBkZGR8Pb2NrnZfhTLVkRGRuLEiRMQBAExMTEW14ft0qWLcSmkI0eOmJXx8/NDZmamzfX18PCATCYr1e8KKBz6+tVXX6F169ZYtGgRlixZYrJcSHGkUikGDRqErVu3Aihc/ic3Nxft27cvVR3KwtPTEwqFAgkJCcWWS0xMhJ+fn/FnSz1MD7J1aHxxmjRpgo8//hh79+5FbGxsqTLDRkZG4vjx40hPT0dcXJzFoZhF753c3Fxcv37dbFi9v79/qX8vpTFo0CAMGTIEs2fPRnx8PH744QeT/aX9zBb11hYnMzOzVHW0NrQVKGwDsrKyTIbFDh06FNu3bzc+WNq6dSuGDRtWqmtWBYPBgHfeeQfZ2dn47rvvLM5xr0yV/V6zha+vLxITE8t9nnXr1mHgwIFWA/UuXbogNTUV586dK1Xdqtv3FxFVLwyIiaqZB5NrlZRMq0jr1q1x/vz5Ym9wH3T58mV06NDBYo9TampqiTfeFSE0NBQSiQTHjx9HSkqKxWGlRfPnYmNjcefOHURERJjsr1mzJnx8fMyWcLJGLpcjPDzcZA6qLWrWrGns3W3YsCHef/99TJkyxebAMCoqCjt27IDBYMDWrVsRFRVVob3t1ohEInTo0AGHDx+2WqYoQH9wPqmzszNSU1OtHnPlypUKq2NQUBBmzZqFXbt22XxM586dcfLkSfz9999o3769xQDnqaeewtGjR3HixAlERESYjQjo2LEjLl26VGwQefjwYZuTZ1m6PlA49H/hwoVYtGiRSZBQ2s9skyZNEBcXZ1x/1hJbk9oVKW7e+D///ANPT0/UqFHDuC04OBiBgYGIiYnBtWvXoFQqi52P/7iYOXMmEhMTsWzZsipZGqpTp07FfgaBwuRkZX2v2aJoikp5FBQUYOfOncUOrZZKpejbty82bNhQqrpVt+8vIqpeGBATVTOhoaGoV68eVq1ahTNnzqBPnz4lHlO3bl20b98e//nPf2y6RkBAgDFZzsO+/fbbUtW3rEQiETp16oSVK1eiY8eOVofTRUZGYvny5Wjbtq3FwGf06NH4z3/+Y3OvwJgxY7B06VKbb74sGTp0KCIiIvD+++/bVL5evXqoUaMGjh8/jt27d+P5558v87VLa8yYMVi2bBmysrLM9hkMBnzxxReIioqCo6OjcXtYWBjOnz9vMeAvKCjAli1bKrSOOTk5JvPHS9KwYUPI5XJs2bLF6vDIWrVqwcnJCdu3b7c4+sDHxwc9evSw+pm5e/cuNmzYgFGjRtlcL2tCQkIwffp0vPHGG8jLywNQ+s+sj48POnXqhOXLl1vcf+HCBZw5c6ZU9dq9e7fFBwIGgwFLliwxmfdeZOjQodi5cye2b9/+SNbQLq+5c+fi2rVrWL58ucl7/FHq3r07cnJyLGbpBoBdu3YhJSXFpra+rEaNGoX169cbExmWxa5du9CgQQOrybyKDBo0CLt27YJSqbTpvNXx+4uIqhcGxETV0PDhw7FgwQIMGDDA5h6NefPm4eDBg5g2bRquXr0Kg8EAnU6HlJQU7Nu3z+SJff/+/XHo0CGsXbsW+fn5MBgMuHbtGqZPnw43NzeEhYVV1ksz0blzZxw8eLDYOV9dunTBb7/9ZjZ/uMj//d//wc/PDy+88AJiYmKgVqshCAKysrJw4sQJs3lpffr0QdeuXREVFYXff//deNOWm5uL2NhYzJ8/H1qttsS6z507FxcvXsS6detseq1RUVH45JNPEBoaCn9/f5uOqQhdunRB//79MXz4cBw8eBBqtRoGgwGXLl3CpEmTkJ6ejmnTppkc065dO9SvXx+vv/46rl+/Dp1OB7VajWPHjmHUqFEmmb5ttWfPHnz99de4ePEicnNzIQgCMjIysHPnTrz33nuYMGFCqc5X9N6xFOw++NqLe+/MnDkTJ0+exHvvvYfbt29DEATk5+dj9+7diI6Oxssvv1zqpYysGTFiBJo1a2Yy37k0n1kAmDVrFrZv347PPvvMOAQ3Pz8fe/bswbRp0zBlypRS1Wny5MkYM2YMjh49anxfXLt2DZMnT4ZSqcTLL79sdkyfPn0QExODvXv3WlwS6HEyf/58nDlzBj/88AOcnZ2rrB4ODg5YsGAB5s6di++//97Yy5+Wlobvv/8eH374Ib766qtKDdgjIiIwadIkjBgxAtu3b0dOTg6AwuW8Ll++jG+//bbEYcvr16+36W/erFkzBAYGWlxGyprq+P1FRNUHk2oRVUN9+/bFp59+atNw6SIBAQHYvn07VqxYgddffx3379+HWCyGl5cXmjVrhpEjRxrL1qpVC6tXr8aCBQuwYMEC6HQ6NGzYEOPHj8dzzz33yNZwjIyMhCAIVgMWoHC4oVgsthr4SCQSLF26FBs2bMBXX31lDOA8PDwQHBxscbmquXPnYvfu3fjxxx/x9ttvQ61Ww83NDXXq1MEzzzxjU8IlFxcXfPPNNxg1ahRatWqFRo0aFVu+d+/e+OCDD0odtFSE6dOno0WLFli2bBmmTp0KjUaDmjVrom/fvhg3bpzZjbhIJMLKlSvx5ZdfYsyYMcjMzISLiwvCw8Mxbdo0+Pv7m60jXZJGjRoZk1ulpaWhoKAAzs7OCAsLw5w5c6yu0WpNZGQkTp48WewyRE899RT27t1rdQ6+t7e3MWndxIkTkZiYCJlMhvDwcMybN8847LmifPLJJ+jfvz82bdqEqKioUn1mgcKetG3btmHx4sUYOnSo8e/SuXNnrFy5Eunp6fjzzz9tqotcLseYMWMQERGB7777Dm+88QZUKhWCgoLQt29ffPXVVxYfxjk7O6NNmzYoKCgwW3bnUdm+fXuxQ+y3bdsGNzc3LFmyBDKZrNgs9G3btsVPP/1UGdU00bJlS2zYsAFLly7FwIEDkZmZCTc3N3Ts2BEbN25EgwYNKr0OEydORNOmTbFq1Sp8/PHHyM/Ph4uLC2rVqoWnnnqq2Kz3V69exaVLl8zmwlszaNAgbNiwAUOGDLGpfHX8/iKi6kMkMPc8EVGVu3DhAsaPH4+jR4/alHWW6HHVp08fvPXWW+jevXtVV4WIiKhEHDJNRPQY2LRpE55//nkGw1StnTt3DpmZmRXee05ERFRZeOdFRFTFMjIysGPHDuzYsaOqq0JULitXrsSwYcNsXuOaiIioqrGHmIioCiiVSqjVaiQnJ+Ptt99Gz549UadOnaquFlGpZWZmQqVSYe3atYiJicHo0aOrukpEREQ2Yw8xEVEViImJwXvvvQeNRoOePXvio48+quoqEZXJ4MGDkZycjAYNGmDlypXw9PSs6ioRERHZjEm1iIiIiIiIyC5xyDQRERERERHZJQbEREREREREZJcYEBNRldm8eTN69eqFsLAwtGnTBitXrqzqKhERERGRHWFAbAdOnDiBdu3aISMjw2qZ5557Dn/99dejq1QVi4+PR3BwsM3l1Wo1li1bhv79+6NZs2Zo1qwZunXrhhdffBFr1qxBdnZ2Jdb2yXT8+HHMnTsX06dPx+nTp7Fr1y7079/favmFCxfi7bffLvG8pf3bUtns3bvXpr8HUPjgo0GDBggNDbX6748//qjkGpfe9OnTsWLFiqquRpkIgoCRI0di0aJFVsvs3bsXgwcPLvFcBoMB69atQ1RUFJo3b46wsDB06dIF0dHRWL58OZKTk03KR0dHY/PmzSWed/PmzYiOjjbbHh0djZCQEKvvlXbt2hnLjhkzptjXaElubi6WLl2KgQMHGl9P37598fPPP8NgMFg9btu2bRg8eDDCw8PRsmVLjB8/HrGxsRbL6vV67NixA6NHj0arVq0QGhqKbt26Yd68ecjNzbV4TFpaGubPn4/nnnvO+D0zZMgQ7Ny5s1Svr7pZtGgRZs+eXaZj8/Ly0K5dOyQmJlZspSpJcHAw4uPjq+TavXr1Mrt29+7drb6HLdmyZQteeumliq5aiW7fvo3WrVvj9u3bj/zaZB+YZfoJp1Qq8e6772LOnDnw8vKyWOaff/7B3bt3sXHjRnTt2vXRVrAayM3NxQsvvIDAwEDMnj0bISEhUCgUSElJwblz57B//3707NmzqqtZ7ezatQuDBg1Ct27dAAD+/v5VXCOqTG3btsXatWuruhqlolQqoVQqq7oaZbJ27Vrk5OTg5Zdftlpm/fr1uHLlCq5evYqQkBCLZbRaLSZMmAC1Wo0pU6agadOmcHV1RUpKCq5cuYL9+/cjLS2twj+/n3zyCYYMGVJiuU8//RT9+/dHjx490Lhx4xLL37t3DyNHjkRkZCTmzJmD0NBQqNVq4wO6ixcv4vPPPzc77quvvsIvv/yCuXPnom3bttDr9di/fz9eeuklfPXVV+jUqZOxrE6nw8iRI6FQKDBu3Di0bdsWUqkUV65cwWeffYZhw4Zh8+bNcHJyMh4TGxuLl19+GQMGDMDXX3+NBg0aIC8vD3/88Qfmzp2Lu3fv4rXXXrPxt1e95Ofnl/lzZjAYkJubC61WW8G1sg+5ublQqVQm29asWYMGDRqgffv2ZuULCgqQl5f3qKpnVK9ePUyePBnvvPMONmzYALGY/XlUsRgQP+F++ukn1KhRA88++6zVMuvXr8cbb7yBJUuWIC0tDT4+Po+who+/RYsWoU6dOma9EEFBQQgKCkKvXr2qqGbVW3x8PJ5++umqrgaRVQsWLIBUWv2+JgsKCrBgwQIsW7bMav3j4uJw/fp1jBs3Dhs2bMCHH35osdzatWuRl5eHDRs2QCKRGLcHBAQgICCgyh+iBgUFYezYsfjss8/w448/lli+Zs2aWL58uckDAJlMhmeeeQb16tVDv379MGrUKDRt2tS4//r161i1ahV++eUX1K1b17i9f//+8Pb2xjvvvIMDBw5AoVAAAKRSKWbNmoXQ0FCTa4eHh2PVqlXo168f1q1bh/Hjxxv3hYSE4L///S/q1atn3Obu7o7BgwcjMDAQ48aNw4gRI57I7+e333672J754ri5ueH06dNwcHCo4FrZh8OHD5v97i5evIgGDRpYLP/CCy8gKirqUVTNzJgxY7BmzRrs3r0b/fr1q5I60JOLj1ieYDqdDmvWrMG4ceOslsnNzcXvv/+OqKgoPP3009i6desjrGH1cPjwYQwcOLCqq/FEEQQBSqUSjo6OVV0VIqvkcnm17InYtm0batWqhTZt2lgts2HDBvTp0wdRUVHYuXMn1Gq1xXJHjhxBv379TILhx82IESNw8uRJm4ZTisViq73hwcHBaNGiBU6ePGmyfePGjejdu7dJMFykU6dOCAoKwt69e022PxwMF1EoFOjTpw/+/vtvk+0ODg4mwfCDOnToAF9fX5w+fdray6rWJBIJZDJZmY9nMFx2D//u8vLycPbsWavlRSKR8cHPoyYWizF69Gj8/PPPVXJ9erJVv296stmhQ4cgkUiMQ1It2bZtGyIjI+Hl5YWhQ4di06ZNVsu+/fbb2LRpE+7du4fp06cjMjISYWFhaNmyJSZOnIhr166ZHbN582a89dZbyMvLw4IFC9CrVy80b94cTZs2xZAhQyzOGzx+/Di6dOlS7GuzNA8nPj4e33zzDQYNGoQ2bdqgSZMm6NOnj01z2Yrj6OgInU5nc/my1r9Lly64c+cOTp06hWHDhiE8PBzBwcHYtWsX2rRpY/H3W+T06dOIjIzEg8uKp6SkYObMmejcuTPCwsLQuXNnfPzxx8b5awkJCWjevDny8/Otnnf9+vUmvRjFOXjwIMaOHYtWrVohLCwM3bt3x7x585CVlWVS7qWXXkLbtm1x+vRpzJgxwzgv8FHMDcrKysLnn3+OZ555Bk2bNkVERARGjx6NP//802L5Ll264Pjx41bP9/bbb2PhwoUm2xYuXIgFCxYgNzcX7733Htq2bYuGDRvixRdfNJa5fv06pk+fjq5du6Jp06Zo1aoV+vTpg08++cSmuXAqlQo7duzA+PHj0aVLFzRp0gQdO3bEBx98YHF+YnR0NGJiYnDp0iW89tpr6NChA5o0aYK2bdti6tSpVq9Z9Lnt0aOHsZ4TJkzA+fPnS6xjeeh0Ouzfvx+TJ09Gt27djEnXpkyZgqSkJLPyb7/9NjZs2IDExES8+uqraN26NYKDgzFz5kxjmS5duuDevXs4duwYJkyYgDZt2iA0NBSdOnXCzJkzkZOTY/G8D/99y9IOAsCpU6fw4osvokOHDmjYsCGCg4MRHByMxo0bIzQ01GT+fHnfHxs2bMDIkSOL/f1u2bIFw4YNQ506ddCoUSPs27fPYlkHBwfo9foSr1mVvL290atXL2zcuLFCzvXw6z127Bieeuopq8d0794dBw8etPkaPj4+pe4RLc0x0dHRuHjxIs6ePYuXXnoJrVu3RlhYmHEOs6WcF7a0W4Bt7fzcuXPx6aefFlvHHj16ICYmxnjth/MRZGZmYsGCBXj22WfRvHlzNG/eHE8//TSmTZtm9mDA2rzcmzdv4q233kLHjh3RpEkTtG/fHlOmTMH169ct1qlhw4bQarX49ddfMXLkSLRu3RqhoaHo2rUrvvzyS4sPjdLS0rBixQoMHToU7du3R2hoKJ555hksX77c5Pu4rM6fP4+JEyeidevWaNq0KXr16oVVq1ZZPfeJEycwbtw4tGrVCk2bNkWPHj2wePFiaDQai+Uf/I5bunQpOnXqhGvXrmHs2LHG7+YHp11Ym/cPADt27MDw4cPRokULY10XLVqEgoICs7JluTcEgCFDhuDSpUtW/4ZEZcWA+Al27NgxdOrUCSKRyGqZDRs2YMSIEQCAdu3awWAwmD0df9DBgwcxbtw4tG/fHjt37sSFCxewe/du1KlTB8OHDzdLrgIU3tyNGjUKcrkcP/zwA86ePYsjR45g6NChePPNNyssmdfBgwehVqvx8ccf4+DBgzh16hTeeOMNfPbZZ9i+fXuZz9u+fXts2LChzEO6SuPs2bP48MMPMW3aNJw9exb//PMPevTogYEDB2LLli1Wj9uyZQuef/5549/67t27eP755+Hv749t27bh4sWL2LhxI7Kzs/HCCy9ArVYjKCgIERERZj0bD9q8eTOGDh1aYr2XLl2KmTNnYvjw4Th8+DDOnz+P5cuXIzMzE4MGDTIJYr7//nucPHkSbdu2xSeffILLly/j8uXLVntHKkpSUhIGDRqE3NxcLF++HOfPn8fhw4cxZMgQzJgxA0uWLKmwa+l0Orz44oto1KgRDhw4gAsXLuA///kPgMK/zZAhQ1CrVi2sW7cO586dw19//YWPP/4YCoXCZF6hNRkZGdi/fz9GjhyJLVu24Pz58/j5559x9+5dvPLKKxaP2bp1K6ZOnYp+/fph//79uHDhgvEBWHR0tNlNi1KpRHR0NG7evInvvvsO586dw9GjRxEdHY133nkHJ06cKOdvyTqNRoOtW7fiueeew9q1a3Hu3Dls27YNADB69GiLD6hycnIwbtw4dO/eHUePHsWFCxfMbrK/++47fPHFFxg7dqzxfbpq1SrExcVh3LhxNt/AlrYd3L17NyZOnIiBAwfit99+w6VLl7Br1y5ERkaidevWuHz5sjFxUnnfHzk5Obh06RI6d+5stcwff/yBunXrGodFDhs2zGow2aFDB2zdutVsnuHjpnPnzjh27Fi5z3Pz5k3Url3b+LMgCLh9+zYaNWpk9ZiQkJBiH1g+7MaNGybXKIler8edO3dKdcyGDRswc+ZMREdH4/Dhw7hw4QJWrVqFrKwsREVFWXwAVFy7BdjezkdFRWHHjh1WH6ScPn0aarUaHTp0sLhfp9NhxIgRiIuLwzfffINTp07h77//xrJly9C4cWObPqcxMTEYNmwYwsLCsHPnTly6dAk7d+5E48aNMXToUGMw/iCDwYAPP/wQ69atw9SpUxETE4PY2FgsXLgQR44csZhE8J9//kF8fDzeffdd7N+/H2fPnsXcuXOxZs0afPvttyXWszj79+/HpEmT0KdPHxw8eBDnzp3Dl19+iV9++cXiFIft27fj1VdfRd++fXHw4EFj+5abm4tJkyaVeA8zadIkxMbGokaNGvjxxx+N3822fDd+8MEHWLZsGSZPnowTJ04gNjYW8+fPx9mzZzF8+HCLD97Lcm/o7OyMiIiIYh9UE5WJQE+sAQMGCNu2bbO6//Tp08LTTz8tGAwG47alS5cKb731lsXy06ZNExo0aCBcuHDB4v7o6Gjhm2++Mdm2adMmoX79+sIPP/xg8ZhvvvlGiI6ONtl27NgxITIy0mq9BUEQ6tevL8TFxRVbpsjPP/8sDBo0yGRbXFycUL9+fZuOz83NFfr06SOMGDFCOHXqVInly1r/yMhIoU2bNsK9e/fMyl+5ckVo166doNPpzPapVCohIiLC5LghQ4YIy5cvt3jt559/Xli6dKkgCIKwa9cuYdiwYRbL3bhxQ2jTpo2g0WiKfS1nz54VWrRoIcTHx1vc/9577wkTJkww2z5ixAhh06ZNxZ77QV9//bUwbdq0EstZ+9uOHz9emDNnjsVjbt26JYSHhwuxsbEm2yMjI4Vjx45Zvda0adOEr7/+2qyeLVq0EBYvXmzxmGXLlgnjxo0r6WWUSVpamhAWFiZcv37dZPuIESOE8PBwISEhwewYrVYrdO/eXdiyZYvJ9i+//FIYNWqUoNfrzY65f/++EBYWZtPfQxAK24ERI0aU4pVYplarhY4dOwp//vmnyfZp06YJLVq0ELZv32712MjISKFz585Cbm6u2b6cnBwhIiJCOHHihNl5H/77lqUd7NGjh7Bx40azsvn5+ULz5s2FM2fOGLeV9/1x4MABoWvXrsWWGTNmjLBjxw7jzyqVSmjZsqVw9+5ds7I6nU4YPXq00Lt3b+Gvv/4y+b6wxtbPtrX3RWnbBkEQhISEBKFhw4ZCXl5eqY570MWLF4Xw8HAhPz/fuC0rK0uoX7++kJOTU+xxERERNl1DpVIJ7dq1E06ePGlzvfbt2yd069bNpt+9IBT+/lq3bi1kZGRY3D9p0iRh7ty5JttKardK287369dPOHDggMWy77//vsnn6uG2PTY2VggPD7f4fWfJw9+n+fn5Qtu2bYV9+/ZZLL9jxw6hXbt2Jn/novMMGDDA4nXv3r0rhISEWH39Dztw4IDQpk2bEutqTWpqqtCqVSvh7NmzZvvS09OF8PBwk3YjMzNTCA8PN2vDisyaNcvqfcfD33HFfe9Z+szu2bNHiIyMtPgZ0ev1wtixY4XZs2ebnae094YP7nvttdcs7iMqK/YQP8Fu3rxZbNbN9evXY/jw4SY9yIMHD8b+/futLgvRpk0bhIWFWdzXsWNHXLhwwWy7QqEw9kI/rEOHDrh48WJxL6Pc2rVrV67hNS4uLtiyZQueeuopTJ48Gc899xy+//57pKamVmAtCz399NOoVauW2faQkBD4+/vj0KFDZvv27duH0NBQ43FnzpxBXFyc2VC3ImPGjMHu3bsBFA5bu3nzpsXhyps2bcKgQYNKnNv1888/Y8SIEahRo4bF/dOmTcPhw4cRFxdX7HlssX379mKX7gkNDUWPHj3Mjrt37x5iYmLwxhtvWDxvvXr1MGzYMKxevbrcdSwyduxYi9vd3d2RmJhYKSMOvL290aBBA4vv9549eyIwMNBsu1QqRdu2bc0+h1u2bMGkSZMszqENCgoqdiqGJX///bfVv5mt55LL5YiIiLD4+ry9vUtMtDJkyBC4uLiYbXd1dUXTpk1tbotK2w7GxcUhPDzcrKyTkxPq1KmDe/fuGbeV9/1x48aNYtv9+/fv4+LFiyaJFhUKBfr162exl1gikeCHH37ACy+8gNmzZ6Nbt274+uuvTepsyYPTIaz9mzFjRpmO/+abb8zKBwYGwsXFpcxTLwRBwMcff4xRo0aZ9MIXjZwormfeycnJ5izJS5YsQa1atdC6dWubyqvVanz55Zd46aWXih3t9bC+ffvC09PT4r4JEyZg27ZtFntarbVbpW3nhwwZYjEniVqtxt69e/H8889brbubmxsKCgqQnp5utUxxdu/ejZo1a1pd/aF///7w8/PDnj17zPaNHDnS4nz52rVrIygoyOY2ol27dkhPTy92ucvibN68GR06dEDz5s3N9nl5eaFfv34m9d+zZw9CQ0PRtm1bi+crbgpFef3000+YNGkSXF1dzfaJxWK8++672LRpk9kopLLeG4aGhuLGjRvlrzjRAxgQP6HUajWUSqXVL8SiZFoPr0Hp6+trHAZoSZMmTaxe08/Pz2IgHRwcbDXphbVjKpK3t3e5l05RKBSYOHGicdjU+fPn0a1bN7z33ntmc2TLo1WrVlb3RUVFWbzB2Lp1q8nyJMePH0erVq2sJsGpV6+e8aZRLpejf//+ZsOxdTodduzYYdNw6VOnTpksOfIwLy8vhIWF4dSpUyWeqyQDBw40DuOy9m///v1mx508eRLNmjWDm5ub1XNHRkZWSB0BoHHjxnB2dra4r2/fvhCJRJg8eXKlzJu29n4vzWc3ISEBGRkZxb4fH8zCa4u2bdta/ZtZm8Ntibe3t8U5aS1atCgxAVZxvwNfX1+b26LStoP169fHlStXzMoqlUrcu3cP9evXN24r7/sjKyvLarsPFD4IHTRokFlinGHDhmHr1q0Wh7lKJBJER0fjwIED+Oyzz5CYmIh+/frh1Vdfxf379y1e58HpENb+ffLJJ1brWdzxr7/+usVjPDw8ytweL168GLm5uWZLGxUFoZaCxyKCINgUrB47dgyrV6/GF198YXO9Zs2ahVq1amHYsGE2HwMU//ls1qwZ8vPzzR5SFtdulbadHzBgAA4dOmQ2X3nfvn1o0qQJatasafVcdevWxaBBgzB27NgyDYM/efJksXUFCufOWmrvrT3oAkp3v+Lk5ARHR0eLbZUtjh8/XmxSvHr16uHWrVvGn2NjY03W535YcHCwTdNxSkur1SI2NrbY33dISAhcXV3NHhSW9d6wPJ9zImuq33oSZJOiLyFrN0Y7duxATk6OxUZMEAQkJibihRdeMNtnqXeliLUbguKOqcgMrtnZ2VizZg3++usv3LlzB/n5+RWS1OJBUqkU3bt3R/fu3ZGUlIRPPvkEgwYNwtatW4u9CbWVpR68Iv369cP8+fORnZ0Nd3d3AIXzYmNjY03m+CQmJmL//v1Ws5wCMOl9Gjp0KMaNG4epU6ca/x4HDx5ErVq1EBwcXGKdU1JSiq03UNijmJKSUuK5KktqaioCAgKKLRMUFGRxDnxZBAUFWd3n7OyMTZs2YcmSJRg6dCgaN26MqKgoPPvsszZn7xQEAb/99hu2b9+OS5cuISMjwzivVqfT4bnnnjM7xtLT+yJisdgsIZunp2ex9fH29q7Up/RHjx7F5s2bERsbi7S0NOM6o3q9HpMnTzYrX9zvvEhJbZGt7UVp28G33noL7733HgDgqaeegqOjI27cuIEvv/wSnTt3Ngleyvv+yMrKsrrmvF6vx5YtW5CZmWlxNIRWq8Vff/1ldTk0kUiE9u3bo3379njvvffw9ddfY8CAAdi8ebPFDMyPmpeXFzIzM0t93NatW7Fu3Tps3rzZ7HdcFEQUFBRY/QwVFBSUmDH/6tWreP3117FgwQKb8yUsWrQIZ8+excaNG0vVOwzA+B1hiUwmg4eHB9LT003mJRf3GSptO+/u7o4uXbpg165dJvcSDz/Ateazzz7D5s2b8eGHH0IikWDIkCEYNGgQvL29Szw2JSUFLVq0KLGulnogS9tGqFQqrF+/Hvv378fNmzeRm5tr/H7VaDRlvgdJTEzEvHnzik1O9uAog5SUFIu9yUVEIhE8PDzKVJfiZGVlQaPRlOn7taz3hmX9nBMVhwHxE6pomKtGo4FcLjfbv2HDBqxZs8biE0W9Xo+OHTvi4sWLZk9LS/ulXNZjimPpCyYuLg4jRozAM888gxkzZiA4ONh48xIfH19shtCyCggIwDfffIPRo0dj5cqVmDZtmk3HFfcFWdzSJpZuMLZt24bnnnvO5GZMr9djwoQJFhOAWBISEgJfX18cOXLEmB3b1mRaAGxap7WiH0yUli1Lxtjay/PwMZaU9KDHyckJb731Fl599VX88ccfWL16NT799FPMnDkTvXv3LvG6U6dOxd27dzFx4kR89NFH8PHxMV7TWgbQ0tDr9VW6zM78+fOxb98+TJ48GW+//Tb8/PyM7zNr72tb6ltRbVFpz9O9e3d8++23GD9+PPR6PWQyGerUqYOoqCgMHz7crHx53h8ymcxqRtmiZFqWEgoBhcNiN27caNP64B4eHpg9ezZUKhUWLlxoknypqmg0mlIv37Nv3z589tlnWL16tcWA0NXVFS4uLkhKSrIaECclJcHPz8/qNW7fvo2xY8dixowZNq/b/OOPP2LLli1Yv359sSNbrLElM/jD7+Pi2q2ytPNDhgzBwoULjd9XSUlJOHfuHJYuXWpT3aKiohAVFYVTp05hzZo1WLRoEcaOHYs33nijQupq6XNcms92dnY2hg0bhsaNG+ONN95ASEgI3NzcjOew5YGyNXq9Ht9//32JK1YUMRgMJbaBFX0vBtjW7gKWf99lrU9ZPudEJeGQ6SeUu7s7xGKxxadosbGxyM7OtjrXRCKRoH///hWyhEVZiESiYgMoS8NovvzyS/Tu3RuzZ89GixYtTG5crK2vWRFEIhF69uyJS5cumWwrbf1tFRUVZTK82dLTdj8/P4tL0xRn6NChxvNmZmbi5MmTNgVmAODv74+EhIRiyyQmJhZ7w1jZylrHyvxbAoVD8Xv37o1169Zh9uzZmDZtWonZmw8ePIi///4ba9euxbPPPgs/Pz+Tm8OKeL97enoiMzOz2JvqyhqydvPmTfz0009Yt24dBg4ciKCgIJMb3Mr8PFem5cuXY+bMmbhw4QLOnDmD7du344UXXij2hrIs7w9PT0+r8xbXr19vNk3mQf369cORI0dKNZrj2WefNWn/qlJ6enqpRur8+eef+OCDD7BixQqraxMDhcvxFJdF+sqVK8aM3Q+Li4vDqFGj8MYbb9i8nv369euxcuVKrF69usSeN2uK60FTq9XIzMyEr6+vzecrSxsaGRmJ5ORk40iSoge4pV03uHXr1vj666+xceNGbN++vcTszY/qO2nZsmUIDg7G119/jbZt28Ld3d0Y5JW3nSrt93hRj39xLC23VV5FI4ke5T1AaT/nRLZgQPyEEovF8PT0tNigrl+/HgMGDCj26dzAgQOxc+fOKllqw9nZGWlpaVYDkcuXL5ttu3LlitU5LJbKV6Tc3FyTeVdlqb+tOnXqhJSUFNy6dQvnzp2DSCRCy5YtTcq0bt0aMTExpVo7tOhGODc3F7t27ULPnj1tnm/UqVMni8m+imRmZuLixYs2J5GpDB07dsSlS5eKvUk8fPiwWR2dnZ2LTZ529erVCqvjs88+i4EDB1pM9PKgK1euoFWrVhZvKrVabYUMY65Tpw5kMlmxCWQqKxne5cuX0ahRI/j4+FjcX5G/80fl8uXLiIuLs2moqDW2vj98fHwstvsJCQk4deoUevXqZfVYT09PdO7cudgl3h6Wm5tbKXMTS0ur1SIjI8OmIbVA4bI877zzDr7//nuLCc8e1Llz52KXB/zzzz/RsWNHs+1JSUkYPXo0Jk6caHEkgCXbt2/HokWLsHr1aosJFm1lKcFlkVOnTsHLy8tqgixLytLOi8ViDBo0yLhk2o4dO8r1GQgJCcFbb71lTApZXF0PHz5cbJlDhw6V+zvp8uXLlXbf0apVqxJfw4PCwsLM1md+0O3bt5GXl2fTuSQSic33DyKRCB06dCi2rlevXkVubm6p805Yk5ycbPPnnMhWDIifYOHh4WZJI/Ly8rB79+5iewmAwsY1MDCw2DVqK0uDBg0gFovxzz//WNy/Zs0as20BAQGIj483265Wq7FixYoKr2ORnJwcbNy40SSzcVnqb6uiG4zt27dj165dFjN1duzYEe7u7li1apXN53V1dUXXrl2N81JLk8AlOjoamzdvtpp19quvvkJkZGS5bu7Ky8fHBz169LA6rPPu3bvYsGEDRo0aZbI9LCzMalKXP//8s0IyZz8oNze3xOGR1t7rQOEwS0vrPZZW0SiR77//3uL+xMRE/P777+W+jiUBAQFISEiweEO2d+9e3Lx5s1KuW5k8PT2RnZ2N69evl2v6gC3vj2bNmiE2NtY457rIhg0b0L1792Ln7QHAoEGDsHHjRpvqqVar8fPPP1vM7P6oxcbGQi6XmyQos+bUqVOYMmUKvvvuO0RERJRYftiwYdi/f7/FJGcxMTG4ceOGWYbztLQ0jBo1yvjPFnv37sUXX3yBn3/+udxzsvfs2WOxx1Cv12PRokWlnlpR1nZ+yJAh2LlzJ65cuQJBEGz6fRcnJyenxM9A9+7dkZOTYzVw3rVrF1JSUtCnT59y1SUgIMDid4AgCOVe13748OE4dOgQzpw5Y1P5vn374vjx41YD8dLcd/j5+Vn9jrFkzJgxWLZsmcVRQwaDAV988QWioqJKnGdvq5MnT5b4EIuotBgQP8HatGljtnj5zp070bBhQ5uSegwcOLBKhk07ODhg9OjRmD59OmJiYqBSqWAwGHD16lVMmzYNLi4uZvOHhg8fjkWLFuHo0aPQaDTQaDQ4fvw4XnzxRfzf//1fmetSUFCAL774AjExMUhOToZarYbBYEBiYiI2b96MAQMGoHXr1iY3Q2Wpf2kMGTIEv//+Ow4cOIBBgwaZ7ReJRFi4cCGWL1+OefPm4c6dOxAEAVqtFgkJCdixY4fFBx1RUVH44YcfUFBQUGxyjoeFhITgzTffxAsvvIDdu3dDqVRCEATcunUL7777Lo4cOYK5c+eW+fVWlJkzZ+LkyZN47733cPv2bQiCgPz8fOzevRvR0dF4+eWXzb5kx40bh19++QUrVqxAWloagMIb3bVr1xoTIpXWnDlzsGXLFsTFxUGj0UCr1eL27dv49NNPERMTU+LDiG7duiE5ORkLFy5EdnY2BEHAvXv38Omnn+L69esVFpxMnToVly5dwrRp04y/L7VajYMHD2LChAmYMmVKhVznYc2bN4ePjw8+/PBDY+98cnIyli5dii1btlTq8iGVxdfXF0OGDEGvXr3QuHFj4/JBnTp1woQJE0weXJb3/REWFgaxWIxz584Zt+n1emzevNlie/GwomCi6Ltj/vz5+PPPP5GYmAiVSgVBEJCamopff/0VQ4YMgZOTE8aPH1/G30zFOXHiBFq1alVi23ru3Dm8+uqrWLhwYbFZfB8UGBiIqVOnYuzYsTh48CC0Wi1UKhV27tyJ119/HR999JHJNJ3MzEyMGjUKzz//PMaNG2fTNQ4cOIA5c+Zg1apV5Zp7WmTAgAEYO3YsDh8+DLVaDUEQcO3aNbz88svQ6/V46aWXSnW+srbzdevWRY0aNfCf//yn2KWWHrRmzRosW7YM165dg1KphMFgQEpKCtauXYv58+eX+H5zcHDAggULMHfuXHz//fcmbff333+PDz/8EF999VW5A7ShQ4di7dq12Lt3L1QqFfR6Pc6dO4dJkyahW7du5RrWW6NGDcyZMwcTJkzAmjVrjK+hoKAAN2/exKpVq0yC36CgIEybNg3jxo0z/n2AwpEhn3/+OeLi4myej/zUU0/hxx9/NAb7JU0N6tKlC/r374/hw4fj4MGDxvukS5cuYdKkSUhPT7c5x4otTpw4YfNnl8hWTKr1BCvqEUtMTDRmh1y/fr3NyZIGDBiA+fPn4/bt2zZnxawob7/9Njw8PDBr1izEx8dDoVCgQYMGiIqKwtChQ82Gr/Xu3Rs6nQ6ff/457t69C6lUilatWuGDDz5AkyZNMGfOnDLVQyKRQK1WY/78+YiLizN+MRStWzp9+nSLQxBLW//SqFOnDtzd3eHs7Gx1Tk5ISAh27tyJZcuW4cUXX0RKSgqkUil8fHzQsmVLi2sUt2vXDllZWWV6gDBq1Cg0bNgQK1aswEcffYT8/HwEBASgZ8+e2LZtW6Vktywtb29vbNq0CStWrMDEiRORmJgImUyG8PBwzJs3z2LitdDQUPz444/4+uuvsWjRIuj1evj6+qJr165YvXp1qXrhi0RERGDbtm34+uuvkZWVBZ1OB39/f3To0AHbt28vdjkSoHCNzjVr1uCLL75Az549UVBQgDp16mDEiBF49913S7WkS3E8PT2xZcsWLFmyBOPGjUNKSgocHR3RunVrzJ8/H35+fsVmQH1Y0TrE1ixevBhPP/00ZDIZVqxYgfnz52PgwIHIzs5GUFAQBg0ahCVLlmDjxo3Gm8PqICMjA6+++iqeffZZHDt2DL6+vsa56RkZGfjjjz/w4osvYs2aNWjevHm53x8SiQTdunXD9u3bjctm/fXXX9Dr9TY9wJHL5ejduzc2btyIDh06QCaTYcmSJbh3757xAYyjoyNCQ0MxatQoDBkypEJXCygyY8YMzJw50+I+Nzc3k7nUgiBgx44dVtfQfdDnn3+O9PT0EgPV33//3WRI8ejRoxEQEIBFixbhtddeg1gsRrNmzfDNN9+YDZdes2YNrl27hoULF2LhwoVWrzFv3jzjQ4o5c+YgPT29xHnGtg7FffbZZ9GnTx8sXboUU6ZMgUqlQmBgIPr374+XXnrJ5oz2DyprOz9kyBC8//77+Pjjj226TtOmTbF69Wps2LAB6enp0Gg0cHNzQ4sWLbBs2bJilxcq0rJlS2zYsAFLly7FwIEDkZmZCTc3N3Ts2BEbN260Oue7NCIiIrB48WJ88803eP/99411f+WVV9ChQ4dydygMGDAA9erVw/Lly7F48WLk5OTAyckJAQEB6NSpk9n3/9ixY1GnTh388MMPmDFjBnQ6HWrWrInBgwfju+++s/n3P378eKSmpmLYsGHIzs5GQEAA/vjjj2KPmT59uvHvM3XqVGg0GtSsWRN9+/bFuHHjKqx3+PTp00hJSSnTw2ii4oiEqk7/SpVq7NixaNq0aYU+naMnU1paGrp164ZDhw4xYQVRBfnggw/g5+dnde1cAHjvvffg6upqvKkurzNnzmDUqFE4evRoscvvPCkOHjyIN998E0ePHq2wG+/qLDo6Gq+//jrat29f1VUhqlCvv/463NzcbA7uiWzFIdNPuEmTJmHt2rXVqkeFqsbWrVvLPcyLiEydOnWqxGQyzs7OVpdKKouIiAiEh4dXav6Ex4UgCPj2228xZswYBsNET7Dr16/jzz//tHkaAlFpMCB+wrVv3x69e/d+LOZw0uNLo9Fg9erVFbKGLRH9j4eHR7HDXPPy8vDbb7+hQ4cOFXrdTz/9FP/973+rZVbu0li7di3y8/Px8ssvV3VViKiSGAwGvPfee5g8ebJNifOISosBsR14//330aBBg0pZg46qL7VaDaVSiczMTMyaNQu1atXiEDuiCjZx4kQsWbIEK1euRGJiIvR6PQRBQEpKCn755RcMGTIEbdu2xbPPPluh161Tpw4WLFiAO3fuVOh5HzdqtRpff/015HJ5VVeFiCrJ/fv30aNHj1IngyOyFecQE9mp8+fP46WXXkJubi46deqEefPmcW0/okpw+vRprFixAqdPn0Z2djYkEgm8vb3RrFkzDB48GN27d6/qKtIThHOIiYhKhwExERERERER2SUOmSYiIiIiIiK7xICYiIiIiIiI7BIDYiIiIiIiIrJLDIiJiIiIiIjILjEgJiIiIiIiIrvEgJiIiIiIiIjsEgNiIiIiIiIisksMiImIiIiIiMguMSAmIiIiIiIiu8SAmIiIiIiIiOwSA2IiIiIiIiKySwyIiYiIiIiIyC4xICYiIiIiIiK7xICYiIiIiIiI7BIDYiIiIiIiIrJLDIiJiIiIiIjILjEgJiIiIiIiIrvEgJiIiIiIiIjsEgNiIiIiIiIisksMiImIiIiIiMguMSAmIiIiIiIiu8SAmIiIiIiIiOwSA2IiIiIiIiKySwyIiYiIiIiIyC4xICYiIiIiIiK7xICYiIiIiIiI7BIDYiIiIiIiIrJLDIiJiIiIiIjILjEgJiIiIiIiIrvEgJiIiIiIiIjsEgNiIiIiIiIisksMiImIiIiIiMguMSAmIiIiIiIiu8SAmIiIiIiIiOwSA2IiIiIiIiKySwyIiYiIiIiIyC4xICYiIiIiIiK7xICYiIiIiIiI7BIDYiIiIiIiIrJLDIiJiIiIiIjILjEgJiIiIiIiIrvEgJiIiIiIiIjsEgNiIiIiIiIisksMiImIiIiIiMguMSAmIiIiIiIiu8SAmIiIiIiIiOwSA2IiIiIiIiKySwyIiYiIiIiIyC4xICYiIiIiIiK7xICYiIiIiIiI7BIDYiIiIiIiIrJLDIiJiIiIiIjILjEgJiIiIiIiIrvEgJiIiIiIiIjsEgNiIiIiIiIisksMiImIiIiIiMguMSAmIiIiIiIiu8SAmIiIiIiIiOwSA2IiIiIiIiKySwyIiYiIiIiIyC4xICYiIiIiIiK7xICYiIiIiIiI7BIDYiIiIiIiIrJLDIiJiIiIiIjILjEgJiIiIiIiIrvEgJiIiIiIiIjsEgNiIiIiIiIisksMiImIiIiIiMguMSAmIiIiIiIiu8SAmIiIiIiIiOwSA2IiIiIiIiKySwyIiYiIiIiIyC4xICYiIiIiIiK7xICYiIiIiIiI7BIDYiIiIiIiIrJLDIiJiIiIiIjILjEgJiIiIiIiIrskreoKUNn9/PPPyMjIwJQpU8z2LVy4EPXr10e/fv0AAG+//Taio6MRERFh07nj4+PRv39/NG7c2GzfuHHj8Mwzz9hczx49emD//v3G837wwQf48ccfLZZ98803kZycbPw5NjYWzZs3N/4cHh6Od999F+PGjcPixYvh5ORkcz2IqPravHkzZsyYgUOHDsHf399quV69eqFZs2b48ssvS3XutLQ0TJo0qSKqahQdHQ2NRgO5XG6yvUGDBpgzZ47N53m4/Y6OjsbChQvh6+trVnbbtm3YtGmT8eebN2/C398fLi4uxm3fffcdfvvtN0ilUgwePLi0L4uIHqHNmzdj8eLFCAoKMts3f/58i9sfNbahVN0xIK7Gdu/eDbVajddffx1iccV39oeHh1sNXCvLf/7zH5Ofe/TogbVr15qVq127NiQSyaOqFhE9Bpo3b46NGzfitddes7j/5MmTFm9wqtKSJUseaZ0GDRqEQYMGGX+29jDU09MTUilvAYiqg+HDh1d4sFldsA2lR4FDpqupM2fOoGbNmmjRogUOHTpU1dV55GbPng2FQlHV1SCiR6hfv37Yu3cvDAaDxf3r16/HgAEDHnGtqqcePXqgW7duVV0NIqJqiW3ok4WPNqqp9evXY/DgwXBxccGyZcvQtWvXUh0/btw4DBo0yDikuiweHApty/aK9PBwl2HDhuGVV17BsmXLoNfrodfr8corr6BFixb49NNPcefOHchkMtSqVQsffvghnJ2djedKTU3Fp59+ihs3bkAsFqNmzZqYPXs2fHx8KvU1EFHpODo6onXr1jh06JBZm5ednY2kpCQEBwfjxIkTxu0ajQbfffcdjh8/DrFYDJVKhXbt2mHatGnFjjKJjY3FggULkJeXB51Ohw4dOuCdd94xHrNz507s3LkTK1asKPPrsdbzsHTpUvj4+GDIkCFlPndJHh7i+Pbbb2PEiBFYvXo14uPjodfr0apVK0yfPh3//e9/sWfPHkgkEohEIrzzzjsmU1kAYOXKldi5cydkMhkEQcDrr7+Op556qtLqT0T/k5eXhy+++AJnz56FVCqFu7s7PvzwQ9SrV89Ypqz3SWxDLWMb+mRhQFwN5ebmIjY2Fp999hlEIhHu3r2LtLS0UgVwgYGBJvMhqrsrV67gjz/+wM8//wypVIrMzEyMGDEC/v7+eP/99xESEgKgsMH57rvv8PbbbwMA1Go1xo8fjzfffNP4pO/QoUOYNm3aIx8uTkQlGzFiBBYuXGgWEG/dutVkmFsRuVyO5s2bY/LkyZDJZNDr9XjzzTexZcsWDB061OI1bty4gffffx+LFy823lD+5z//wXfffWccru3i4oLAwMCKfXFVbM6cOVi0aBFq1aoFAPjoo48wcuRIdOnSBRs2bABQmAdiwoQJxhs3APjmm2+QmJiITZs2QS6XIyMjAxMmTEDdunVRp06dKns9RPZAEARMmjQJ/fr1M86rvXDhAqZOnYrNmzcbA9Cy3iexDbUd29Dqi0Omq6EdO3agd+/eEIlEAID+/ftj69atpTrHJ5988kQN9VAqlZgyZYpxPoenpyc6deqEJk2aGBt5oPAJ6YO9R1u3bkWHDh1MfhddunSBm5sbzp8//+heABHZJDQ0FJmZmSbJ9wBg79696Nu3r8VjunXrZrzxkEgkGDdunEk78LDFixdj2rRpJr0rr732Gnbv3g29Xg8A6N69O+bOnVvel/NY6devn/FGDgCioqJw9+5dk7mLNWvWRL169XDv3j0AhQ9od+zYgdmzZxsT33h5eeH111/HqlWrHu0LILJDR44cgYeHB4YNG2bc1rRpU3To0MFktF5Z75MAtqG2YhtafbGHuBrauHEjlixZYvx5wIABGDt2LF566aUKvc65c+cQHR1ttv27776Dh4dHhV6rvLy8vODl5WWyzc3NzSz7oouLC3Jycow/Hz9+3OITzvDwcFy9ehXNmjWrnAoTUZlFRUVh06ZNePXVVwEAp06dQlhYGBwcHGw6PiAgABkZGVb3nzp1Cp9//rnJNqlUilq1aiExMRE1a9a0ua4vv/yyWYbU4cOHo3///jaf41Fp0KCByc9ubm6oU6eOWdJGLy8vpKWlITg4GGfOnEGLFi3McjqEh4dj2bJllV5nInuwfv16s3wxgYGBWLBgAY4fP44uXbqYHVN0H9OrVy8AZb9PsoRtqGVsQ6svBsTVTGxsLOLj441DWYqkpKTg5MmTaNOmTYVd61FkmX4w4Pb39zfLMm0rNzc3i9st3SALgmD8f2ZmJr766it8++23JmXy8/NNnrYS0eOjb9++iIqKwiuvvAKxWIwNGzZgwoQJFsvq9Xr88ssv2LdvH1QqFdRqNTQaTbFTRrKzs/Hiiy+abc/IyCjxRvFhlZ0hdenSpSY3yrNmzTLp7SkNS+2otYcMRe1oZmYmTp48afHhKVcCIKoYxWWZzsjIwMGDB7F9+3aT7Wq1Gh07djT+XNb7JLahtmMbWn0xIK5m1q9fj3nz5hmf+BXZs2cPNmzYUKEBcVllZmbaXNbSkkqPkqurK95//32L6y0T0ePJwcEBrVu3xuHDh9GyZUukpKSgUaNGFsvOmDEDtWrVwvz5841JYu7evYtZs2ZZPb+vr+8jaZtEIpHJjWeRjIwMm3NCTJo0qUqXY3F1dcWzzz6LGTNmVFkdiOyZq6srpkyZgmeeeaZSzs82tHKxDX08cA5xNZKXl4cTJ07g6aefNtvXo0cPnDx5Erm5uVVQs/9JTEwsVUBc1Vq3bo2///67qqtBRKUUHR2N9evXY9u2bRg4cKDVcseOHcPkyZNNMstfu3at2HM3atQIV69eraiqWuXj44PU1FSz7ZcvX670a1eU5s2b48yZM1VdDSK71aZNm0q9j2EbWrnYhj4eGBBXIzt37kTv3r2NiQ0eJJPJ0Lt3b+zcudOmc82ePRtHjx4tV32aN2+OTZs2GX/Ozc3Fp59+Wq2yV0dFRWHHjh1mySGys7OhVqurqFZEVJKGDRsiOzsbW7duRe/eva2W8/Lywo0bN4w/37x5E5s3by723K+++io+/PBDxMfHm2x/8Mbr8OHDxoyuZRUZGYl169aZtDWbNm0yqe/jztvbG61bt8b8+fOh1WqN2/V6PdLT06uwZkT2oXv37rhw4QJ+/fVXk+1KpRJ5eXnlPj/b0MrFNvTxwCHT1cjGjRuxaNEiq/uHDRuGN954Ay+88EKJ54qLiys2IYIt3n//fcyZMwebNm2CSCSCo6MjJk+ejISEhHKd91FycXHBd999hy+//BKffvopnJycIJPJEBQUhPfff98syQERPT6GDh2KCxcuFPs5nTdvHmbPng2DwQC9Xo/GjRvjyy+/NMvD8KCmTZvivffew6xZs5CRkQEnJyfI5XK0bNnSuGRIZmamMUtoWXXo0AHXrl3DiBEjIJfLYTAY8NRTTxmvUV1Mnz4dq1atwvDhwyGRSKBQKODs7IyxY8fC29u7qqtH9ESTSCRYtmwZFixYgKVLl8LR0RFyuRze3t6YNm1auTsp2IZWPrahVU8kWBp8T0RERERERPSE45BpIiIiIiIisksMiImIiIiIiMguMSAmIiIiIiIiu8SAmIiIiIiIiOwSA2IiIiIiIiKySwyIiYiIiIiIyC4xICYiIiIiIiK7xICYiIiIiIiI7BIDYiIiIiIiIrJLDIiJiIiIiIjILjEgJiIiIiIiIrvEgJiIiIiIiIjsEgNiIiIiIiIisksMiImIiIiIiMguMSAmIiIiIiIiu8SAmIiIiIiIiOwSA2IiIiIiIiKySwyIiYiIiIiIyC4xICYiIiIiIiK7xICYiIiIiIiI7BIDYiIiIiIiIrJLDIiJiIiIiIjILjEgJvqXziBAbzBUdTWIiB47giBArdVXdTWIiB5LeoMBgiBUdTWojKRVXQGix4EgCNh2LgkFWgPqejmiS7BXVVeJiOix8fv5JOz6Jx6eLnLMGhIOkUhU1VUiInosqLR6xGWoUKDVIyzIFRIx28fqhj3ERABy1XrsupiCmNuZ0Bv4hI+IqIggCPhk63lsOnYXer3AYJiI6AFxGSokZqvBDuLqiwExEYB8jR56AfB2lqFTPc+qrg4R0WNDqxeQla+Bj5sDRnSuW9XVISJ6rGj0BohFQIC7gr3D1RSHTJPd0ukN+ObwXTjLJfB1lgMAOtT1hFzK50RERHM3n8OVhBwM71gHSVkq9GweiNAa7lVdLSKiKpeQpUKmUgs/FzmylDrIJGJ4O8uqulpURrzzJ7uVodTidHwO/r6bDVeFBL1DfeGikFR1tYiIHgtbTtzDH+eTkKfSYXSX+mgU6Mbh0kREALKVOqTnaVGgNcDbWQYvBsPVGnuIya4YBAFikQgGQUDMnSwAhcOkO9bzhLOCHwcism8GgwCxWIQjl1OQlKVCsL8LfN0d8MWollVdNSKiKiUIhTkU8tQ65Gl0UEjFEAA0DnSp6qpRObGHmOyCVqfHmfgc/PT3fQDApaQ87LmUAgepGB3qeiApV40Zu6/ik/03kJhdUMW1JSJ6tA5eTMKivVdwNTEH+SodXvr+OCRiEZrW9kCAuwNGLTqKdu/vxdk76TBweToisiPZSg1SctRIzdUAAG6kKKHWGiASAZ7OUtxKVeLUnWyk5Kih1uqquLZUFgyIyS7czCjAgr9u41a6EgDgKJNAqTVApTPgWmo+gn2c0bqWOyLre+FScn4V15aI6NHJV+sw5tsYfLXrMvzdHSCTiqHS6qE3CDhxPQ01vJzwfLvaeLlnI+w9kwixmLcORGQfBEHA7TQVriTlQyYpbPvEIsAgAGqtAYIBCHBTwMdFhhyVDlIJp95VRxwjSk+01DwNErJV+P5YHACgtqcjAMDXRW4s0zzIDQAwsJk/58cRkd3Q6AzY9U88tv0dB5XWgCY13eGkkEImESHQwxE3k/PQqr43PJzlGNi2lnG4IBGRPUjKVkOrNyBHVTg8WiopbP8cpBIAOjjIxHBSSCCTiFFH7sj2sRpjQExPLJVOj31XUnH4Via8nWTI1+hRy9MBAOCqkMDPRQ4BgO7fdYfZkBGRPdlxMg5TfjyFZrU94OIgRbC/KxRSMUQiEVrW94ZWL0CnNxjbRraRRGQvcgp0uJ2mhFwihuzfQNj538Srro4SZCrF0BkESMVsH58EIkHgMtL0ZErIVuFSch6SctRIyFHjXEIuujbwgruDFCKRCB3resBBJoHrv0/3iIjshVqrx3f7rsHbVYEDF5Lw69kEhNfxxMjIeoi5morZQ8NRoNHD20UBNydmTyUi+5KQpYJYJEJOgQ5JOWrIJCLU8XZEWp4Gjf1doNEb4CATQ8r7xycC/4r0xApyd8AzjXwwNCIQLYJcAQCuCikuJefh8K0M+LnIkZGvgUZv+kxIb+AzIiJ6silkErzZNxQvRNbDyz0bQSoRoZ6fM/6+kYY9Z+4jW6mFo1yC+AzTnAqCUNhrTET0JAvycECAuwL1fB0hk4jgKJNArTUgS6lDhlILJ4UEuWq92XHsZ6yeGBDTE08uEaNlLXd0beCF66n5uJWmRF0vRxy8mYF8jR7OctMECAUaHRs0IrILErEIoTXc8dIzDSERibD5+D1E1PXEyRtp2PVPPEJruJuUV2v1UOsYEBORfZBJxKjn4wQHmRhxmSo4ysTQ6g2Iz1DBzcF05ikfGFZfDIjJLuy9nAqxCKjj5QhHmQT/xOXgl4sp+P1aOvLVOmw8m4i0/MJ0+i4OMs4FISK7ceBiEs7czkBYbQ/U8XXGiRvpmLkhFj/+dQsA8O2+q4i5mgoAcJBLuWY7EdmNAo0e9zML4KKQwkUhQYHWgDvpBUjMVkOp0SM9T4OELJUx6aBMyizT1REDYnri6PUGbD2XBMO/vbwGQUCIrxMiarjhTkYBlFo9RAC6NvDGiJaBuJicBzeFFD7O8uJPTET0BFh96Bbi/12CDgD8XBV4sWswEjMKjNv7t66JL0e1RFy6Epfjs9GhkU9VVZeI6JFJz9Mgp0Br/FlvEFDL2wFiMZD37xBpV4UUwb5OcJaLkZSjhq+rnB0p1RyTatET6Xa6EucSc1HLwwHH7mRBpzfAAODc/Vxo/50j7OYgxYtta6JNbffiT0ZE9ARJzFBi56l4eLjIceJ6Gryc5dgXmwi5VIyL8dkAAKlEhGn9mmBKn9Aqri0R0aOjNxiQkqOBXigcAq3VGZCcq4GLQopM5f8CZW9nGZoEuTAQfkJw3BM9ke5nq7DpbJLxZ4VEDJ3BgKL8WS4KCRr6OqG+t2MV1ZCIqGpo9AbM2nTO+LOjXAKt3gDdvw2kRCxCm2BvdAn1q6oqEhFVCbFIhLsZKmj+zZUgFgGCAJNg2EEmhr+bgsHwE4QBMT2RfFzk8HSUwiAAXk4y3M4oQJva7kjOVSM9X4tQfxeMbVMD7o5cToSI7IujXIpmtT0Ql5aPhoFuOHUrHY2D3OEgF0OjNSAzX4PF49uihpdTVVeViOiRc3OQIj1fA2e5BCqtASJx4RrEeoOAfLUeDfyc4eXM+8cnCecQ0xOpsZ8LZvRsgM/7hcDTSQaRCJCIRBjXtibcHKTIUemQnq9hNkAisjt+7g7Y8GYkDs99Fq2DveEol8BJIcGn0RHwcVPAIAi4GJdl7CEhIrIXIpEIoYHOaF3HHYEeCkjEhb3ANTwc4PFvR4tSo4fBYDDmqqHqjz3EVG0JgoDEHBWC3C0Pew5wVQAAeoT4oJaHAyKDveCmkMLdQYrb6QU4dCsT6fkpGN02CL7OikdZdSKiSnc9MQcNAlwtDuvzcils88Z2DYZWb8CA1jXRpKYHQmu64+8b6Vh54Ca+2XMF86Ij0LSWB8RiDg0koieHSquHVCyGVGLetolEIjjKJVBIxchW6hDgroCHkwyFKWjUuJ+pQp5KB09nGXxd5GwfnwDsIaZqKzlPg63nUkos1yzQFUOaByDAVQEHqQjOcglcFBJ0qOuBW+lKGMzXVSciqtbUWj3e/e+ZEnt56/g6Y+6w5mjTwAcyiQieTnKIRMCA1jWhkImRla+BhiNpiOgJE5+pglJT/A2gWCxCSIAzPJwKh0cXxb0+rnIopCJo9QZjolaq3phlmqo1g0Eo1ZO5Y3cycC1FCQeZBMMiApFdoOU8YiJ6IukNgnG4ny2OX09F7N1M7PnnPnZM74bUHBW8XRTs/SCiJ05R+GNrYiy1zoDMPDVuphagfbAnRChc1lMqYd/ik4B/RarWSnOjptUb4CyT4GpKPlTawqeCDIaJ6ElVmmAYALRaHW4k5iJPpYMgCPB1c2AwTERPJJFIVKos0SqNFjoBMKAwEBaLRQyGnyD8S5LdkIhFCHBzwL0sFQLdHaDlMEAiIqMOjfxw4EISWtX3RlquuqqrQ0T02HB1kCFXpYerQmpcoo6eHAyIyW6IRSLsuZyKYG8nOMslkPHJHhGR0S//3IdWL6CmtxN83RyqujpERI8NtU5AWp4GLgoJ5FLePz5p+Bclu6LRG+CqkKBjXY+qrgoR0WOlQKuHSqPHq70aVXVViIgeKwIAQQAC3BXgTJInDwNishspuWocupmJOl6OpZo3QkT0pMst0OLbX6+iaW0PiMW8NSAietCdtAJIxICjXMJ7yCcQ1yEmu6EzCBjTpga0nPtBRGTmjd6hOHkzraqrQUT02PF2kUEkAnuHn1BcdonsikZvQK5KB29neVVXhYjosXM7JQ/1/FyquhpERI+dAo0eDjIxe4ifQAyIiYiIiIiIyC5xohARERERERHZJQbEREREREREZJcYEBMREREREZFdYkBMREREREREdokBMREREREREdklBsRERERERERklxgQExERERERkV1iQExPrD2XUqHRGaq6GkREj53fzyfiwr2sqq4GEdFjR601IClbXdXVoEdIJAiCUNWVIKoMKblq+LkqqroaRESPnbup+ajt4wSRSFTVVSEieqxodAaIxSJIxWwf7QUDYiIiIiIiIrJLHDJNREREREREdokBMVULOoMAjZ7zgYmIHqY3CFCqdVVdDSKix44gCNAbOBiWiseAmKpcvkaPpBwVEnOsJzDYfDYRWibIIiI7o9EZkJ2vwaFLyVbLrD96B1cSch5hrYiIHg9avQEZeRqr+ws0BiQyQRaVgHOIqUrdSlfiako+6no6oK63ExxlEovl9AYBEiY3ICI7ci8tH7/FJqJDIx+odQa0rOdlsZzeIEAEQMw2kojshFZvQLZSB4lYBEEQ4OUit1pWEAQmEKRisYeYqlSOSoc9l1NxKTkfConp2zElV42T97KRrdLizxvpVVRDIqKq4eEkx+xNsfj50C3U83Mx2ZeZr8GGmDvIU2mx4o/r4JNtIrInUrEIdzMKkJClgkxqev8oCAKSc9TQ6AxIzVWjQMsRhlQ8BsRUpRr5OqN/mB+aBrrg6J1MAIUNGQCcuZ+D0/HZOHAtHS1rusPAOSBEZEdcHaX4aGhzTH42BEv2XYUgCMb2MS4tHztPxePDDbEY1LY25xATkV0RiUSo7eWIer5OSMvTQKs3GNtHvQAk56hxIyUfrg5SjjCkEnHIND02lBo9rqXmQyEVIyFbDYkYcJJJEBbgAmeFtKqrR0RUZXILtFDrDNgYcwftG/rgr0vJqOnljI4hvqjp7VTV1SMiqjI6vQCpRITbqUoEeSiQkK2Gg0wMV4UULg68f6SS8V1CVeZmmhIA4Osih5uDFE5yCZJz1Yio4QZBAJoEuJRwBiKiJ1NqjgoxV1PxVBN/OCukcHWU4fbdTPi6OUCjM+CN3qHs9SAiuyQIAhKz1QhwV0BvECCTiKHS6iGTiqHRC6jl6QiphO0j2Y5DpumRMggC7mYWQGcQcPJeFmb/eh2rT93H3/eyAAC30wtQoDUgyF2BtHzrWQOJiJ5Ed1PzkZarxpnbGZj4/Qn0/PgP7DlzHwBw7m4mcgq0aFHPC9eYVZqI7IxWb0CBRg+NTsCtVCWOXM9ERr4WOr0BeoOAXJUOLgoJCrT6qq4qVTMcMv2EyFVp4SyXQCx+fJ9xxGep8PkfN5FZoENtTwc83cgbWp0Bdbyc4Ocih7ezHCqtHgqpGFq9gLWnE9AjxAc13B2quupEVI1ptHqotHq4OVnPQlrVlGodBs8/iLN3MuHn7oDJzzaCXCKGm5Mc7Rv5oIaXEzS6wjlycqkYszeeQ7/WNdE62Luqq05E1ZggCNDo9FDIHt9Bo4Ig4HqyEkk5aohFQJCHA5wVYugNgLujDE5yMUQiEXQGAVKxCIlZKojFIvi6yJl9n2zy+EZPZFW+Umm2zdVBVmnBcOGi5uXP0PfnjXRkFhQmfrmXqcKqE/ehF4BQfxd4OcmgMwjQ6AtT4+++lAovJxl+uZhS7usSkf3IzzdvH+UySaUGw3p9+dvHPy4k4ey/iQVTslWYtfEcjl5LRf/WNRHk6QhBEJCZp4ZCJsGu0/fRMNAV01b/w2RaRGQzpYX7R5FIVKnBsKEC7h+1egFJOYVrCRsEID5ThXvpKvi6yuGsKFyuU60zQCoWQa01QGcQcC+9gD3FZLPH93EQWeXs9GgTqIhEIkgqYP02qYWndL9fS8czjXxw5FYGrqbko08TP7g5SDEo3J9rDxNRqTk7P/oEUxJJ+R9GKqTm5zh7JxPHrqXCWSHF2qN30LSWB17sFox+rWpCbxAQ3bkeez+IyGZOj/j+EUClddboDAKSstUI8nDAteTChKz1fZ2gkIlRy8sRNT0duPYw2YwBMRWrIhczj89Smfzc0NcJE9rXgkQsQh0vR4hFIjjI/tdwMhgmosdZRbaPl+OzTH4O8nTE4nFt0Ky2J+6l5aFneCAc5RLjfraPRPQ4q8j2MU9lmlNGLALq+TjB20UGrd4Afzc5NDrTGaAMhqk0GBBTsSqyQcnX6CERiyAGoDUISMnV4NM/biHITYEa7g5oV8cduWod/FzkbMiI6LFXke1UlrJw6LOLgxR5Kh0y8zV4e/VpCACC/V0w4/lmuJeWD6BibzSJiCpDRbZRwr8zPCViQG8oHDadkKXCzdR8uCikaOTvDI1OZ1yHmO0jlRbnENMjM6JlICZ2rIWO9TwBFAbIsn+THvwTl40f/76PHJUO836/WcU1JSJ6tMZ2DcbHw5vjwyHhAIACjR5ZSg16Ng/E0aupGPH1YYhFIgz96hBuJudWcW2JiB4ddycZ6vk4ommQq3GbSmuAn6sCSo0eF+7nwiAIuJ6iRMq/c42JSoM9xPRIHL+bhb+up6NfmB+eCvaCs1yCDnU9UM/bCdkqLf6+l42sAi1i7+cisr5XVVeXiOiROXc3Ex9ujMWYLvXRoZEvrj/dAB1DfNGzeRBEAI5fS8Pp2xnYEHMH7Rr6oKa3c1VXmYjokdDpBVxJyoOHoxQOMjFqeTrAUS6Bj6scUrEIYrEI9zNVSMpWw9tFDncnWVVXmaohLrtEj8TsX6/jRpoSbgopJnSohYiabib7Y25nQiQCans4ooYHl1kiIvsxe1Mslv52HXKpGNP6NcHrvRub7D99OwMJGUqIRCL0aVmjimpJRPTopeZqcCUxDwIAHxcZQgNdTIZEa3QGZCm10BkEBPH+kcqIQ6bpkfjw2QZwkIqRo9Zh16UU6PUGpOSqYTAYoNLqcTo+B00DXBkME5HdmR3VHF2b+EOjM2Dxr1eRo9TibmoedHoDdHoDfjubAE8XOYNhIrI7vq5y1PZ2BACk5WmRo9JBrTVAbxAgCELhzzoDg2EqFwbE9EiIRSK83Kk2ACBTqcXV1HxcSclHlkqP+X/eRlaB1iSDKhGRPfnP2NZQSMWQiEX443wi/rqYjDyVFlN+PIUtJ+6hvp9rySchInoC1fJ0gItCArGoMAFhVoEWGp0BidlqXEnMg4sDZ4BS+fAdRI9MixpuGNoiAEHuDkjL16JLcOFcYT9XOVrUcLO4TjERkT0I9HTEZyNbwsdVgfP3MjGldyjEYhE6hvjCy0WOQE/Hqq4iEVGVEItFqOfrBJ1egFKjh6eTDPJ/1253kkvgyXnDVE4MiOmRkYhF6N/U32x7kJsDMvK1VVAjIqLHx4hOdQEAPcIDjdvq+7ngr4vJVVQjIqLHg6Wgt2g9doMgQMyllqgcmFSLiIiIiIiI7BLnENMjkaHUIqugsBdYEATwOQwRUaECjR5XE3KMP7N9JCIqJAgCclU6k5+JKhqHTNs5QRBM0tdXltPx2Th8MxNOcjGyCnRo4OMEAAj1d0HHep6Vfn0iotJ6VO3j5fvZeP2HkwgJckNCphIeTnI0DHSFq6MMb/cPq/TrExGV1qNqHw0CcDkxD24OUhRo9TAYAG8XGdQ6Axr4ORuHTROVBwNiO/fpH7cgE4sQ6KbAsyFecFLI4VyKbM8qnR4OUtPyV1PysPNCClLzNOjawAsZSi2CfZzgJJfgfGIuACAuSwUAqM1EMUT0mPpgfSzupeXDQSbBh1HNAMGAWj62Z3vOV+vgrDD9mr2dkoevdl3G1fvZaFXfC96uDvBwlqNXiyAs/vWqsdyfF5MxsE2tCnstREQVKTlHg9RcDQRBQB0fR0hFApwd5DYfrzcIZsGsVm9AfKYKWUotJCIRfFzl0OgMqOPtiKtJ+cZy+Rl6yKUiBsNUYRgQ27FctQ43U5VQ6w2ITciFSmdAhlKLVzvXgVwqxrKYe/B2kqJvEz+4OJgmM7idrgQAbIpNQtMAV9T2dEBWgRb3Mguw53Kasdza04lWry8WAW3ruFfOiyMiKgdBEPDPrXScvZNp3HY3LR9L/q8tggNc8fmOi0jOKsCrvRqhvr+bybF3U/NRoNHhg/Vn0btlDdTwdIJBEHA9MRcL91xBvrpw+N+5e1nF1mFQWwbERPR4ylfrkKksnAqnT1VCBBFqewNeznKk5KiRlqdBgJscns5yk55knd4Alc6Au+kFcHeUwUEqhkgEqLQGJGSpUKA1GMtmFejMrlvEz1VReS+O7A6Tatmp5BwVfjyZYOyxBQAvJxkylFo0DXTB5M518PKmiwCAxn7OeC2yDnZcSEFjP2ecvp+DU3HZUGsNKM+b54VWQXgu1Lecr4SIqGLlq7T4ZOsF/PDnTeM2dycZdHoBTgoJDn7UE8/PP4TL97PhrJAidn4fLPntGoI8nXD5fjZ+P5eIu2n5KM+3a5+WNbBiUvtHMiSRiKg07mcW4FZagUkbJ5eKoNEJaFHLDck5aiRmqyESAU1ruEKtNUCtM0AqFiE5R408tb5c13eUiRFR2w1SCVMhUcVgD3E1sutiClrWdEOQu0O5z7XncppJMAwUJr4CgK7BXnhr+2Xjdi8nGb46eAc305T47WoaKsrTDb0r7FxEZN9+i02AQQB6tQgq97l+PZtoEgwDQPa/7eObfRpj+H8O4/L9bABAoyBXTF9zBltO3Cv3dR805qn6DIaJqEKoNHok5ahR99/8LeU6l1aPm6kFZts1OgFezjIk56iRlK0GAEjFImTlaxGXqSr3dR/k6ypnMEwViu+makCnN2BZzD1sPJuIn07er5Bz9gvzQx1P88A6xNcJB65nQPnvkJWi27GbacoKue6DPvn9Jq6l5pdckIjICkEQsPS3a3hlxd+Y9vM/yFZqyn3OHuGBGNS2ltn8tCBPR1xNyMH5uCzjtmB/1woPhgFgxrqz+PngrQo/LxHZl0ylFmfjcnAvQ4WcYoYg20ouEaOejyMsTd91kImRkqs2jh50c5DiflbFBsMAkJitxo0U3j9SxWEP8WPuSnIelh2LQ2pe4U3e7YwCZCq1FhcoL42UPDVS8jTwdZYjNf9/N5DXUpUmw6DFYhGO380q17WsSc3ToGYF9HYTkX1KyFDi5eUncOJGOgAgT6XDmdsZ6BoWUK7zqrQ6xFxNRX1/F1x/YCRNYlYBNh03DX53n66Yh5QPu56Ui+Z1mYGfiMrGYBBwPSUfyTn/u8fLyNfAzbF8t/4iEZCep4WjTIJ8jenQ54QstcnPmUotDJUwMVOrF+Aosz0BLFFJ2EP8GPv7Xha+/PO2MRgGgNoeDnB3KHtjJggCErNVOHM/F21qu5sEwwDM5gTrDUKlNGYA0KaWO5xKkdGaiKjIubuZiPrqkDEYBgrn+UbU8yrXeVNzVPj54G2MjKxnEgwDsDgnuEBTvrlw1jSu4YbmdRgQE1HpaXQGXEzIMwmGAcDTuXydKRqdHknZang5S6HRG0osX1n3jwDg52Z7RmuikrCH+DGk0upx+FYmNpxJhFpn2uDU9nSEuJxp5s8n5mLv5VTIJFU3P83NQYquDcp340pE9qdAo8ehS8n4eOt53EzOM9lXz8/FbJmj0rqVnIf/7L4MkagwE35l3tBZI5WIMPnZkEd/YSKq1vQGAQUaPW6nFRgzQBcRi1DuXlWDAYjLUEGlM6AqUxwEuSsg4xxiqkAMiB8jBVo9Vp+6j6O3MqG3chPmIBNDo9NDLi1boyYSiVDTwxEOMjFU2pKf7lUGhUSMd7rXQ12v8id3ICL7IAgCFu65gqW/XUPWQzd6RbxdFchWauDtWvapGHV9nVHDywn30qpuftqXo1ohqkOdKrs+EVU/KTlq3M0oQIHG8r2dXCqGVm+AXFr2QFIhE8NRLoZKZyhXFv3y8HeTI9iP949UsRgQV7Dc3FzIFQpIJRJIJLYHrbfTlVh46A7S8i3f6AFAq1puGNI8AOJyPpYL9XeGv4sCdzPNswRWJgeZGL0a+6J9HQ/U9ODcYSJ7lJOTA6lUDicn29uAbKUG0QuP4J9bGVbLNK3lgc9eiChXMAwA/h6O6BEeiJUHbpTrPKUlEYswpH1tDOtYFx1DuBwdkT3Kzc2FTCaDg4Pt7ZggCLiWnG82PPpBMokIjfydyz2CRiQSIcBdgUxl+ZNzlZa7oxQ1PBzg5SJjBn6qcAyIK5irqyvUarVNwbAgCBCJRLiUlId8ja7YYLhpgAvGt6uFAo0edzILEBbganOdtDo9rqUpEezjhPMJefBwlCLATQ4nuRjOcgkuJOVVem9xZH1PjGlTAw5MgkBk19zc3KBWq0ssV9Q+Xk/MQa5Kh4sPZHZ+mLerAismtYe/uyN+i01Az+alW3rpwIVEdG0SgP3nEuHv4QC5VIwOjXzg6SzH6dsZSKqELKkPal7HE6te6YAgjpohsmtF95AlKWofdXoB+RodclXF5zIICXCGh5MMGfkauDvKzDLoFydbqYWzojCBllgkglYvwM1BCom4cKmlhxNrVTSZRISwIBe4OZZv/jNRcRgQVwKFQlFimUtJeThwPR3Na7jCUSLCsbtZiKzvicO3Ms3KysQitKntAaVGj2+P3EX/pv6lqk+BTsDafxLg5iDD+cRciET/Sw5Ty8MBDtLKHT7dwMcJEzrUKnfPNhE9GUpqIzPzNRi/5Bh6R9RAx0bemLPpHKb1C8Mn285bHKY3qG0tKGQSTP3pFLxdFKUKiAVBwPqjd/Hdvms4dTMdGp3BOG/Yz80Bvm6KSg2I3Z1kWPN6J/i6cdQMEdl2D3klKR8OMjEC3RS4m1aAIA8FbqcqLU6383KWwUEmQXxGAVLzNIioXbpkVHlqPW6mKqHRGaB54AIiUWE+mMoWGshgmCofZ6RXAY3OgHuZBTiXmIuY21mQyyTIKtDBy0lmsXGJqOkGNwcJziXkoGM9T7Su5Vaq67k5SPF/7WvhSkphApoHbyjjslTIqoB16awRiYAX29ZkMExENjt6JQUp2Sr8dPAmkrPVcFJIcCc1D+0a+JiVrefngjbB3rhyPxsOMglmPN+sVNcSiUT4z5jWuJ1SOFLmwSRaKTkqXIzPLu/LKdb7g5oyGCYim+WpdNDoDLifqUK2SgcnuQS5Kh3crSzH6eMih94gILtAh7Ag20cXFqnh6QCFVGwSDAOF95LZlXj/CAB+rnJ4lHOZUSJbiAShqqbF26/0fA3e3H7ZeONV012B+Gw1ikLGh/8gETXc8Fa3euW+7u5LKfj1cioyK7kBK+LhWBiIt6hRugCeiOyXVmdA19m/GTNIhwS54WpCDoDC7Mu6h27KAj0ccXhuT7g4lO+m6c8LSZi18RyuJeaU6zy2UkjFeG9QU7z0TMNyrxxARPbjSlIeUv6dL+wgFUOjL3yQJ4L5/aNEDDSt4Qr3cvawFmj0uJacX+kB8IMC3BSo7+cEKdtHegQ4ZLoKHL6VYdILkfzvOsOWnkx0quuBHiHmvSKlUTTXJNjHqVJ7gx8U4ueMKV3qwvURDKchoifH3zfSTJZTupv6v/8/HAyH1/HAB4OblWv5jaL2sXldT6TlVu5c4SJ1fJ2xdEK7cq+ZTET2RaMzICPvf/lmVDoDiuLFh+8hZRIRgn2d4CQve+6WovbRQfboBpRKxCI08HOCv1vJQ8eJKgqHTFeBNrU84CAVQ/7vOsBaC5M+XBQS1Pd2RIFWj79uWs+sWhKVTo8Ze67hZpoSconYYtBd0Z4K9sL7zwQzGCaiUuvU2A9eLnJ4uRTOc7OU38BJIUFYTXf4uTlgwa7LpUoQ87Ax38Zg1z/x/yaLqfyl6FrV98Kud7sxGCaiUpNLxXBzlEIm+V+bZ2mtdGeFBI4yMeIzVWYPEkvjbnoB7mUUQKsXHsm6w3KJCOE1XRkM0yPHIdNVQG8w4FRcDrbEJqFAqzcZwuwkE0MuFSNHpTM2co39nDGjR3CZ0swLgoDlx+Nw/E4WJGIRCioxeVZtTwe81KEW6ng6MiU+EZWJwSDgRnIuJiw9Dq3OgFspeSb7a3o7IVupQe6/7WaQpyP2vt8d/h6OZbre2iO3MWPdWUglIuM5K4O7kwzf/l9bPBXqD1k51gElIvslCAJ0BgGXE/Og1QlQavQmHR1yiQgGAdD9ewMpEYsQGugML+fSJdIqotTocfpuNkQiEfSWIu8KFOxb2CsslfD+kR49fis/YvlqHdacSoBSo0davsYkGHZVSBDgpjAOa67j6YC2td2hKMfNk0gkQmR9L/QL86vUYBgA+jf1R10vJwbDRFRm01b/g7i0fBRo9CbBsFwqRqcQX8SnK5FboEMdX2f0ahGEIC/Hcs3BbVXfC1+OagmtrnLbxyHt6+CZZoEMhomozO5nqZGep4FYJEL+Q8Gwm4MUekNhwCyXiODlLIOzQgIRyt4+OkhFCAlwRjlmpdjERSFBDU8HBsNUZTim9RFzVkgxomUg3t993Sxjn5NcAncHGYACGATgbqYKLWu6Y3C4f7mCzMZ+zgj1d4FSa8BfN9IrPDBuGuiCXo190bwM2QuJiB60YHQrvPbDSdxLyzfZLhGLUNvHGUevpgIA7qbmo7aPM36Z3q1c7WNIkDsaBbrBYAA+33EB9zMKylV/8/O7YcLTDRDVoU6FnpeI7E9NTwckZKqQka812+eikCBHVdihotEXZpXuUN+jXEOdxWIxfFzkcJBJcC0pv8LXHJZJRAjycECgO4dIU9XikOkqkq3S4lZaAS4n5+HPB4LUiBpuyCrQIj5bhZruDhjVugYa+TmX+3pavQEyiRjp+Rp8ffAOblfATV+InzOC3BQY375Wuc9FRFRErdXjyJUUXL6fgx//uon4dCUAIDLUD7eS86CQiiERizCuewO82C24Qq6nkEmQW6DFhxtise7onXKfs4aXIzo08sXc4S3gWcbhikRElmTka6HVG5CQpUKuqjBIdZJLYBAEyCViqHUGeDhJ0cjfudyj9gwGAWKxCIIgICFLjZupyop4CQjyUMDbWQ5PZy6rRFWPPcRVRCoWIyVPjU71PdGmtju+PXIXGUot9IKAES2DoDMY0MjPGQ7S0mcHzFfrsOrv+xgWEQhfFzmupebjTHwO3BykUGkN0FfQM5CrKflw4PA/IqpgcqkYZ+9kYmRkPbSq74Vv9l7B0SupuJqQg+UT20NvMKCGlxPq+LqU+tyCIOCdNacxuF1tdGjki8TMAiz7/RpqeDohM1+DnALznpeyuJ9RgMOXUyBnG0lEFUyt1cPdSYY63k7IKdAiLlOFAq0ejQNcIJMAErEYLgpJmYLh+EwVxCIgyMMBOoOA+5kqSMQi6PQGiwm8yio5RwMfFz4spMcDA2Ir9Ho91Fo9nBwq58N6Iy0fDXyccPhmBn69koY6no54o0tdHLmdiRruijKtGVeg1SNDqUVSjhrH72ahrpcjeoX64ocT8fB2ksHbWY5jdzJRz8sJtT0ccC+rdEuMuCmk0AkCvBxliM9WwVkuQW1P00Q2RT3RRPTkEgQBuUoV3JzLlsiqJEevpKJrmB/+OJ+EmRtioTcYsOe97vj1bAI0OgMiQ/1KfU6DQcCtlDxIxSL89/BtpOao0baBD+b/cgnHr6Wib6ua2Hz8HmQSEXqEB2L/ucRSnd9ZIYVELEI9Pxecu5cJB5kEIUFucFb872u2qCeaiJ5sKrUGDorKuX/MV+ugkImh1RlwLSkPGr2A0EAXaPUGaHUG+Lo6lOm8Km1hT3NythpagwH+bgqk5WpwP1OFQA8FMvO1KNAa4O0iQ5ZSi9Im5ZeKC5dvUmr0MAiARAST1UiKeqKJqgKHTD9EqdbAQSaFWFx5Qd2tdCWC3BXYcCYR+6+mQwRAKhHhmUY+GBzujwKtAV5OpQ+IX9tyEZkFOswf0Bj7r6Zh35U0BLkpkJCjBgB4Ockgl4iRlKtGsLcT7mUVWFzyyRoRChdKF4uAAU39EervAoVUjDP3cxAe5IqLibnwcJShsX/pe22I6PGn0ephMOgr7UYPAOLS8yEIwOnbGZj0/QkAhT3GEXU9semtpxCfno/6/qXPV/DSsuPYeSoeS/6vLbR6Aa+vOokaXk7IyFOjQKOHq6MU9f1cEXs3Ez6uCni6yHE9MbdU16jt44x8tQ7zRrRAoKcjWtbzwq5/7qNlfS8IArDnzH283LNRqetORI8/QRCg0WihqMT2UW8ozCwtFYvwz91sGARAJCoMNlvWdoNeQJnWHb6fqcLNVCUC3RUIcFfgfHwuBBQGrRq9ABEAV0cpcv5N+uruKEV2KbPyyySF6b1qeDrAUSb5N7DWQSoRwVkuwe30AgT7OpW67kQVgT3ED5FLpdgSm4SB4QGV1tMpArDsaBxOxmUDAHyc5RgWEYCWNd0hl4rhWMYehKJs1KfuZaOxnzP2XUkzBsMAkKH831DAm+mlnwMiAEj893zfHb0HX2c5IALS8zXwcJQhoqYbXmxbs0x1J6LHn0Qixvqjt9El1A91/d0q5RoOMgm+2XMFKw/cAAA4yiWYFRWOHuGBkIpFZQqGAcDp357a7Sfj8PnIlhCLgPsZ/2sHcwt0iL2bCQBIy1UjLVdt8TzFKUoENvH7E3BxkCLYvzDADvBwQC1vZ2x+q0uZ6k5E1UOBDsgqUMLfo3ICO7EIyFJqEZehMg5frunpAF9XOWQSMRRl7GEtWss9NVeDBn5OkEkKl+ksSqElAMZgGECpg2EAxg6Y22mFOWyKgmqZRASxqHD9YaKqwoD4IVKJGFERQaiMjvNDNzMQUdMN9byd0LOxD66m5qNAq8eYtjXQokb5by6LGsf919IQ7F35T9lS8zXG/3s6yhDdMqjSr0lEVUciFmF01wYQBAGCIFToEmsnb6RBIhahZX1vvPJsCGKupuJifDZeey4EY7uWP3GW4d8G8s+Lyfh695UKnQtnSZ7qfwG2Ti/g67GtOVya6AkmEong4SwHIK/w9lGjMyBTqYW/mwI1PR2Qq9IhLU8LL2cZ6ng7QlzOawn/LuCkMwi4kaKEupKXoQP+F1Tr9AJCg5zhWIaebaKKwiHTj9iZ+ByEBhQmyzqXkANBAJpXQDAMAL9cTMHxO5m4m1m6ucFl5e4ghY+zHKn5Gszv37jEYToGQ2GTK+EcESKy4OydDHg4yVHXzwXx6Ur88k8cXu4ZUiHn3n8uEV/tuoTL8dlQVfKa7ADg5ihDWC13HLuWhj3vdUPL+t7FljcYBOgNAtcpJiKLVFo91DoD3B1lMBgE3M0oQB0vhwqZ4pev1uFWagHy1LpSTaUrK5GocN3kXJUOdX2cUNOz+HnPglB4/ygCKvRBA1ERBsQVSK/XQyQWW3xSp/v3Zmf/1VQ8F+pX6qDwn7hshAe5FjuM+1a6ElkFWvz3nwQk52qslisviViEVjXd8HKn2vjx7/sI9XdG5/peVsvvv5qGE3ezcD01H17OcgxpHoD2dTxMfge305WIy1KhvrcTfJ2lkEstZ0cs0OqNQ8pvZyih0wvw+jdhGBE93rRaHWQy84FJWp0BMqkYi3+9ijFP1YdrKZMKxt7NhIeTrNis04mZBTh0ORl/XUzGtr/jSl13W8kkIjQIcMO6KZ2x90wCbibn4uPhLayW338uEeuP3sGfF5Mggghv9G6MF7sFm/wOEjKU2HMmAR1CfFDP1xkyqcTid0GBRg/5v0tSxaUrcSslD3V9nVHHp/xL9xFR5dLpdJBKzdtHgyBALBIhOUcFF4UMzorS9aSqtHpodALcHK0PCjUYBCTlqKE3CMYhzZVBhMJ7yLAaLhBBhNtpSjSr6Wq1hztPpUNithppeRpo9QIC3RWo5eUAhwdG2+gNApJz1HCRSyCXiiCXSSwGzoIgFCbzEoug0wvILtBCIRPDWV62bNz0ZGFAXIEebsyyVVpkF+iQq9JCrS98mnclJR9vdq1bquWUErJVWPDXbfi5KDD96fpWy3382w1cSckv12sojoejFAOa+iM1T4NO9T1xJTkPap0B/Zv6m5TTGQQk56qRr9EjMVuFlSfizYYnujlI0TTABc2CXHE7vQB/3kiHVi8g1N8Z8dlqSMQi1PZwQG1PR7g7SCEWAUqtAUdvZ8LXRQ5XhRSn4rIhAPBwkKJ5DTeMahXE3meix5QgCNDr9cY2MrdAi5ScAuQqdbickAMvFzneX3sWe97rBi8Xhc09pak5Kkz7+R9ciMvGbx88DW9XhcVyn227gK/3XKmw1/MwqUSE6QPCUKDRo3WwN5RqHfbFJuKbF1ub3GwJgoCbyXlQqnVIyirA9DVnkJhlegPqKJegY4gvujcNgFKtw/e/X0dqjhoR9bwQn6OFAAHB/i5oHOiKhgGu0BsEqDR6HLmWhgKNHg38XfDHxRTkqXWQS8Xo3sQPHw5qgkCPyskKTkTl9+A9pCAIKNDooTMIyFXp4OYoxeXEfDTyd4arg9Tmex29QUB8pgpxGQVoWsMVHlYStmbka3Dhfl6FvRZLAt0VcJCJIZOI4SATIyFLhYb+zmYP99RaA7QGA7Q6AfcyCizOV3ZzkMLTWQa5VIyETBXyNXrIJCLoDYVD1eUSEZwVErg7yqAXCpOC5ar0yFXp4OogRZ5aZxwp5OkkQ01PB66HbOcYEFcSQRCw+Mhd3M1QwcNRivvZKmj1ApoFuiJfo0f/pn5oGlhyAgFBEPDOL1eNyaxGtw5CjxAfs6dZBoOAH0/ex4Hr6ZXyegJcFejX1A/rTicgT12YZqG2hwM+6NnAOFRaEAScS8jFihPxyFRqIROLoC3lRL1gbyfcyy7bkO/hEYHo2cibT/qIqoEVf9zAJ1vPo0/LGthxMg4+rg5oGOgKhUyMVvW9MaVPqE3nefPHU1h39A4AYGRkPXw4JBxuFm76fvrrJmZvOocCjd5sX3k5KST4ZEQEvt9/HZfvFyZLdHOUYcf0rgit4W4sd+V+Nt76+R/8cysDjnJJqevi66aACmKUZXpf/5ZB+GJ4OOcxE1UDuSodztzLQYCbHEk5GiikYoj/HWasFwQ0CbItAVVSthrXkgs7StwdpWjo72xxeluWUourSfmVNne4rrcj8tSF856LNA5whp/b/x5ganQG3E5TIjlHA7EIZcrz4CAVQaUr/YFOcgnCa7py3Xg7xr98JclQanE2PhdJuWpcSclHrloPlc6AOxkFGBYRiCbFLE10JTkPWQWFjYZIJEK7Oh7GfT+fSsDFJPOneGKxCC+2rYGICpqP/DCJGFhxLM4YDItFwKuRdXA9NR/3s1TIVmnx86n7+PLP28j8N5t1aYNhAJBJyx7Mrj+TiD9vZJT5eCJ6NJRqHTYdu4sCjR6bj9+DVi8gMasAJ2+mY1y3BojuXM/qsbdT8nDu32RVANCnVQ1IJYXtxprDt7Hs92sWjxv9VH1M7WtbkF1a3i4KvL/2jDEYBoD5o1shO1+D49dSka3U4L+Hb+PpOb/jn1uFbVRZAnMPZ0WZ5/ftPJ2Ad9afK9OxRPRoJWUXdoIk5RROf1PrDCjQGuDqKEWdEpKmpj4wZc7HRYaiu6rsAh1upORbTBrr7ihF48DKmVohFYuQkKUyCYZreCjg4iBFep4GWn1hwrDTd7OR/O/rLUswLBEX9hCXhVKjx5l7OWU6lp4MDIgribezHO88XQ99m/hCIir8oAZ7OyLATfH/7L13fBznda//TN1esOiFANiLRJGiepctN7n3lsR2ErfYac6NnTg3uWk3du5Nfrkpdoqd4sSxE7fERZZtualTjRIl9k70DmwvszPz/v4YYAkQvREg9T75+BNxd2d2QImH57znnO+Xp7uSc5qPP9OV4nvHhiq/3piYOub2dGdqymcBnuhI8pXn+vjFm1toiJg0RHz4V/CkqydVYiLMRH06H7trI4qi8BcPnuO37jvBR79+lB+eWH53+sRAji3VSx/rG8yu3u60RCJZGYI+nc9/+Gb++B17KsqiV7XEuHlbDf/4k9PURmceewY42p3id/7jucqvtzVGp+yTfffZnso/f+8575/PDmT4xb/bz9tvaeNVe5torw3NOlq9FLpG8lMK3L9473Xsaavit7/8HG/8s4fY/mvf5n/824ElJ2sTnOpLs7MuiMLS7tM1kq+obUskkvXL5rogW+qCBAwvj/MbKlG/zmDGQp8jf7Rsl+N92UqsUVWF4KSd42TerryXLpSxbBchBId7MuiqSnt1AFNTKjaeK4HtCqxJB3lNcR+NcT9dowWO9GbZfybJoe7MlM8sBccVaJrKUodgbNel7Ky+4KJkfSIL4hXEdV2KpQsF2fa6MO+4tpH6qA+frnJmpMDJody8Fksv21bD8z0Z/vGJLoQQ08ZbJkZa3EmnfM91p7nv6BD/9ydnedueBu7cXMU1CxypWSz37qrlqoYwf/PIeVZKjFBVYGd9iJCp0TlWnHYIsFAO92dW5oEkEsmK4rouheIFb9/WmhAfeNlW3nxTK/GgwZHuFE+eGubmrdNXQiZz5846wj6DN//5Q6TzZUI+fYogS750oTCdCJGPHh/i/ud6efn//jGvu66Zn7ljI2+9qXXlf0jg5dc08tab2/js909wvGflOg43bq1hR3OUFzrGuLYlCksoip/rSJItLd4/VCKRrD7F4oV1MVVRaIr72ZAIoKsKxbJLpuR59vqM2VN3Q1NoqfLzbEeKbMlGCKYV0BN5m+UIDE0hbzmM5W0OdqZQFEFLIjDua7zy62emptBeHSRdsCvd4JUgZGpE/BrFsotf11jKozvuVK9lyYsL6UO8gqiqit83Ve1YURR+Zl8TwzmLB0+Pcsemqlk9gk8P5Tg5lGdTdYBoQOfB8fHfnmSRHXWhimDWRIE8lrNojnrfd340D0DnWJHPPta54h6bLTE/r72qjuODWTZXB/mD75+iM7ky9k4NEZNYQOf0SAG/rlAXMulKLk3lsDdVYihrURuWqtMSyXpCVVUC/uld2V986Rbu2FnL39x/gtdd38ybb5y5UM0Uyvz+V5/nk2+6mnjI5JtPd/GezzxG0Kdz56467jvgdYNj4/vD2UKZpirvYO1QpzdiPZgq8qv/8syyO7UXEwsa/PYbr2Y0W6Im4uMT//4s/zm+17xcaiI+tjfHONCVJmTq7Git4vxYEVhasvqTo4O88brmFXk2iUSycvj9062HaiMGggAj2TIhU63Et5k40Z9lc22IsiuwXcHR3izRcQEuTfUKPvAKZFcIdMXLUSdW4RwB54ZXx7azNeHH1FUKZZfBTInTg/kVu/eEfZMAfLriubosMcSP5spUy/zxRYksiFeZwWyJzz7WiWW73NwW4+qG8KzWSf2ZEt94oZ/feukmzo94wWKiKJ7cMEmOj7k8fHaMV+yoBZiS4K3GRFx3qsjfP9455ZlWAk1VQIGzo14QLtqCrlRpnqtmx9TVVTnVlEgkK48Qgo/+41Oc7Etz3aYEN2yqpnmWA8PO4Rz3Hejh5dc0cqLX67w+cWoY8CZMJhgYF+X73sFe2mu9nbjJe7crXQwDpPJlPvnl5+b/4BLY0hTj2e4MiqKQLzucXaYlSnyRllYSiWTtODtUoC9Vwqer1EdMYrP8+S2WHQqWS+doAQUv5pUdQbE8vQtr2d5o8IT41KWQ1u0cXZ1CO+rXSBcvdHVLtmAp0zMTSE2tFy/yX/0qkwgYbKzyY7uCdNEm7Jv9DOKpzhQl2+XvHuuseO1OMBGwFGBzTZBnu1PYriA03i3+2F0buRwdh1xXEDJX7lzmFduqZcInkVwmKIrC7dtrMXWVsu2izuGz/tMjA6QL5Rl3cSf/8vpNCXpG8/zHY+e5YUsNAH/49mvYPIeQ4XpGVZhRBGcp3Lwlwd276lbkXhKJZPUJ+zR01WuKlF0xq91S3nLIWQ7dY0VypdkF+0xdxaernBzIUxfxOqF1EZPayOXZFXXFUmdlpqOpChuWuK4nufyRBfEq05kskiu7vOHqOl69s5bMHIHq/TdvAGAoZ4ECb76mftoeRDxo0JMqgqIwMElJ0KerlTOxXQ1hNo0LI7xp91SP4PWGoSkr1tFtTwR48zUNK3IviUSy+gyli5zqz/COW9v41Xu3z5nY/PKrtrO5Psxo1qJ3LM8vvnQLWy+yrguYGmM5C8t26RjKYY/PCEb8RqVLvLEuzGv2eSPDv/bqHVMEZ9YjritW5LDTb6j83fuuW/6NJBLJJUEIQa7kEAsatMQ9D9/ZSIRMasJeMyBdtGmK+Yj6pzcb/LpKtuTgCkFpPD6qqlKJvbqq0BDzVltqwgbhdR4fhfBcUFaCXY1h9JW6meSyQ/6bX2UMTeH8aIHvHx9G11Sa49N3RCaI+nU+/pKN7G6MsL02xBuvrufuLdVEJ3WVx/JlBjIWjuNyoDuFNR7Q/IbK9RtivH1vA594yUY21wTZ2xzlgRPDq/4zLgfLESuietoQMfnYne3LfyCJRHLJiAQMDncl+cKDZxlIFbluU/Wcn//CR2/lrTe3Uhv180fv2MOHXraVlkkj1gXL4UhXioJl0zeW57lz3nqHqiq8am8j77ytnR//r5dxz9UN3LGzjh883ztFhGs90jOSW/YajN9Q+Y+P3kI8dHl2gSSSFyOKolC0XUayZTIlZ9Zx6Qk21QZpqfJ7wloJ/xSV6gnSRRtXCISA4UlNlaqQQVVQZ19blPqIScSv4Qoq+8XrlZzlrEiHeEtdkKqQnC58MaOIlZrFksyI6wre8+UX0BS4Y3Oi0gWej+GcRU3IZP/5MZ7uTHGkP0tu3NYjaKi876YWXNcl7DPY0xSpqLL2p0t89tEO+tIliqtksL7StFb56cssXW3Qp6v8wSu20DCHVYtEIlmfvObTP+HA2VFu3FLNl371diILWHnoHsnTUh3k4PlR/vYHJznaneL0uMK8ril84vVX0VIdpGy7vPHGDfjGV1CyxTK/9PmnOHh+lKH00rUKLiWRgI7h91EoLz2e/817ruW11zat4FNJJJJLwdmhPN1jRQKmyvb6ENEFxEfLdtFVhbIj6BgtkLecKerJtRGT2ohB2RbURMyKro0QgrNDeUZyZYrLiDeXmqCpkreW/rxNcR9b6lbHg1ly+SA7xKvMmXFxLEd4nsGnh3MLuq5m/CT/gePDld3iCRwBX3iym2JZ8C9PdTM07r0rhOBwf4aoX8fQFDZVB4is03EXXVVoiJj4dZXgUk3jxnnploQshiWSy5BkzuL8kBcTnz4zwn2TPITnYqIr/J1nuvn2M910Toqrpq7y6W8epms4x+d/cpoHXuirvHesO0XZdgmYOlsbIut6r7itJkRt1Ed9LEDeWnqXZl97XBbDEsllSmZcMKpgufSnFtY4MHUVVVXIlmz6U6XKPcDbtx3OWIzmbMbyZbomiV05riBbctBVz4d4PY9LG5qC31BRFSgto3jXFGivlnvDElkQrzov9F7wxX31zlq21CzuFOrN1zSgAM6kRn7Jdr2i+OkeakIm3akiT3Um+eMHTvP9Y8Nsqw3x0q3VaIrCtnV46tUU89EU8zFSsPGbKufHlq6aqijw0i1zj1lKJJL1yfMdY4xkvE7tS69u4F23tS/q+vffs5VE2KzsCoPnQ6wqCn9x3zEKJZu+sQJPnR7mI59/kvf97X5aqgP8wks201AVYN+m6nUnRlgVMrlxWx2DRZeCUCkIZU5f5vl47x3tK/dwEonkklF23Eoxq6sKW+tnVuCfjUTIIOLXpqhIT2gwD6ZLpAo2tivIWw7nhvM8eS6Fpio0x31E/Dp+Q5vmYbweiAb0cQVtrxO+VIslgLqoT+4NSwBpu7TqGJqCX1fZXhfixtbYoq/f3RThN+7eyGcf65gywlKyXaqDBicGc5wYnNp1doXgB8eHKdouLTE/VzeEOdyfXfbPslIYmkrv+LhibhljLgB7miLUSM84ieSyxD8+HXL79lred9emRV/fWBXgB797D2/8vw/SM3rhYM1xBQ1xP2cGsvyvrzw/5ZpcyeErj3dwrCdFLGjwlpvb+Nr+juX9ICvIrtY4z3Z5B6mO8Hwxl0pNxMerrmlcqUeTSCSXEHX8ICxoqjREfYs+GFMUhd3NEY7356bFEVVRcFxBf6pE/ySry7zlMJZXGB6fPGyM+ehPlZZhZLSyhH3alPFvaznVMNA0h66P5MWFPBZZZRqjPoq2y/O9GfrSS9uTvaYpws9d30xr3E9r3M879jYQ8+u8dW8DUZ/uqQn6vDHpN1xdR8l2K/vD3aniuimGN1YH2FQdpDe1cn50exqjK3YviURyadnc4KlEP3piiKfOjCzpHhuqQ/z+2/bwxhs2sKUhwodevpUbNlfz6mubuXlrDZvrw7TVhjA0hXv3NnHHzjrOD3kxMZUvr5tieENNkJt21HGwOzP/hxfIHdtrMKWxpkRyWaKNjy7nLZfh7NIOxnRNpaXKT2vCj6kp1EVM6iImfkOlKe7Hp6uEfBoKEDI1NtUESE0qOPvWSTGsKhANaBTLKyfy5Te8n10iAVkQrzp1YR8+TeV1V9UtWRpeUxVuao3x63e3s6c5yuuurmdzTZDbNlbxu6/YjKYopEs2v3XPJt62t5FU0aYltv5Ovfy6Ste4ZdRKsYK3kkgkl5jqsEnIp/OBe7ZQv4yY9dp9zfz+23Zz77VN/Nqrd3BNWxXvv2cr//yRW9jZEqNjKMfHX38V//yRW0jny1y9Ib5yP8QKEQuavNCdWbai9GRURVkxD2OJRHLp8Rsa1WGDSEBf8p/leNCgMeZnQ8JPS5WfRNigucpPe02A+qhJvuRQFTLY1xZFU1UChrpi3r4rhQKkCw4rqRU70SWXSEAWxKtOS9xPa5WfZ7tTPHBiGHeJAc1vaNSFfbzlGs9X+MO3tmI7gk/96AxdySIbEwEaoz4O9WYo2S77NkS5uS1OzK9TFVj7yXhNVVY00Zvg/OjS948lEsnaoigK77ytnR++0MdXHu9gcInTI6qq0FgV5OOvv4pE2MdvveEq2mpD/PoXnuG+Az1sqA5y/eZqzg5kOdGbpqU6yG+/8SoSYXOKbdNaYWgKhZI9zXd+uRzqSq7sDSUSySWlLmqSKdiM5cqkJ4ljLRafodIY9xPyaVSHTGrDJj1jRTpHi2iqQlXQQACjOQtVVdhSF8TQvA71WhfHCl6M96/wtEuh7MiCWFJh7SulKxxNVfj9V23l4TOj7GuJVnZC5qPsuOQsh/hFEvsTy/9BU6NzrECyYFMbNvmfr9hM52iRzz7aQXZckXRnfYisdWn/wAcNlbaEp9jned0p5MoOY3mLMyP5ZYnDzMQ9WxMrej+JRHJp+ZN37eXNN3p2dLWLUIvvHc1THw+gTRJ9mRgPjgYN8iWb586NoqkKX/612wn7DX72rx/lSHcKgG2NUXy6Rve4E8Cl4qZtteiaihBQdl0KZdfb48s7K35o+J7b21c85kokkktHfdRHdchgJFsm4l94ym7ZLpqqTImPE/mnpniuJBOj0Ztqg9RFTE705xgat8BMF2z8hnrJfYhDPs17ZjGRQwpKtkvZEZRXeHi7NmzKlRJJBVkQrzLHB7NUB0121YcJ+xb22+0KwZMdSfy6yt6WGM91p3iyI8Wrd9WyaVI349GzYwRNjffd2Ixf1xjOWcQDBrYrKNouxwYWZvG0kvh0lTMjecQMZ4ornZjdsamKlriUy5dILleeODlEUyJIe10Yv6ktOEY88HwvCt7KxHCmxN/+4CSv3NvEG2+44PP+8LFBRrMWv/3Gq9jaGOXg+VF0TaUxHqAvWeBkX3qVfqq56c9YDC7Dd32h7GqO8pYbWlb9eyQSyeqQKXpTIwFTIx40FtxQSRfK2C7oqjdd2DlawBjfJZ4okMuOYDRXpiZsUB81sV2BZbsETY285WCPWzBdalSFKaJZq4WmKrRJuyXJJBQhF4xWBVcIvnNkkFTB5s3X1C9Zvv7kYI4//uFphICNiQB/eO/WSlBMF20MTSFgaKSLNvcfHaS1KsAjZ8c41JfBp6mUnEtrrh7xaRSXqfq3EGJ+nT973faKobxEIrm8+O6zPXzl8fN89hdvwHEhHlq8WvxotsSd/+sBhjMlIgGdR//oldSPH5JZtstwukhTIojjCv72BycoOy4KCv/nW0cImBqFZfj7LpVNzXH6Jqm6rhY/+MSdbGuMrPr3SCSSlSdbtDk7nGdrXQhdU5aU6wghONSdITleYF7dHCYxKc4WLAe/oaIoSsWGqTpscrgnU2lpXOoCIerXSBdXPy5vqQtKhWnJFGSHeJXoSRa5/+gQTTEf+bKz4O6w7bhTPNG21AR57a46vnNkEMtxp5wQRieNz/z01Aj3HR0iaKi8dGs1+bJDrmTTfwk6EZOpj/joSC58D3BbbRBdVdiYCOC4gu+fWJjS7B2bqmQxLJFcpgwkC/zdAyc4O5DlVH+WfRsXtvrgui6uuLA6kgj7+D8/u48P/sMTZIv2lNhp6ipNCW+i5slTw/zJfx1GUeBdt7Vz9656knmLg+fHVv6Hm4PGeKBiZ7IQNtWHaUoEqYn5qIr4+N7T3fQvIL7euDnB1obwch5VIpGsEa4r6E2WSOZt0kWb+kWskriui6p6cVBRFDbVBTnck8GyBRe3vwKmp7DsuIITAzmEgGLZpTZiUrJdMpegUzsZVQHLXngJrqsKEb+nkB0wdZKFMrkFdLVNTaFa2nVKLkIWxKvEkf4M77q2kS21IerCCw9mFxuEq6rCG3Z7Vkq3b6oC4NhAlh11ocp4oRCCZ3u88b982eW+o0Mr9FMsjBtbo5wczFMdNrBcF03xdpxLtjunR9ydG+NTdmI0VeG1O2soOS4/PDk653e2J+Soi0RyufLsuVHednMrrTXhBRfDAKqqTlOCfM2+Zn73Lbupjfqojvg43JlkQ02QWNBLeIQQPPBC7/g/w5cfPb9CP8XCuHVXPcOpIgXLZmtLnMPdacKqSqHsUJyjQ72lIcyeXQ2VDk3Kgdv2tVDj1/iH+0/M+Z27N8Tk7rBEcplSKDsETJVt9d5u72KYKIYnCPt0ttaFyBRtEiEDy3YpOy6hSU2asXy5UiyP5Zfue74UDFUh7NdIFrznS+bL6Kqn/jxfaVwTMZkYgrQcQdDUifoN+lPFOa/1GSo+uTssuQhZEK8S7YkgNSGDmkUUw7Ph1zXec0MzAIf7Mnxufxd//OqtxPzG+GtZRnNWZadutTW02qr8BE2NwayF4wi21IRorQrgCAECAoZG0XbwaSpfPzRYuS7i03j5tmoU4PxYkdqwWfFLnkDg2TPtbYpwsHd2P86QIb3jJJLLlV0tMaojPm7cUrMi9/ulV2wDoGc0z2/86zP82mt28pp9zeOvFXj4qBeHDE2hvMorHeGAzh1XN/Hc6SFUVeGaLbUUVBVVAdsV7NxaR9nxvOIfebab/rFi5dnefsdGwiGTvqEcAZ/GxampAIaKDj9z9ya+9ODZWZ8hepEYo0QiuXwIGBoBw6VmkcXwbFSHTarDJkIITg/m8Okqm+u89N8VgsG0t8KhKEzrIq8GiZBBrmQjBIT9OpqqUhfRcAVUh30VOyTHdRnJXYiCVUGdgKnjuIKS7TDTRqDtCprifnrmmKRZyvqi5MpHFsSrxJaaIMllSOTPRl3Y5FU7aohMOt0ruy4fvKUVXVP416d6yJRsUqvw3RPc0h6naLtsrwsBkL/IKH3i10Xb5a276xB46oYugmLZi2AN4yM5M+EK2FwdmLUgrgrobK0NrdBPI5FILjVtteFVSbziQZNX7Gni7qvqK6+N5Ur8j9ftYmNdiN/41wPkSjan+mY/bFsur791I0rIzz2NMRQgA1NOKSf/vfCqm9vwjZ9kCmC4YFMo2OhhH3NFcGOOgldV4LV7G5f5U0gkkrVCVRVCvpU/9FcUhXjQIDbJitN2BImQSXtNkI6RAvmSQ24VtRVCPhVNVYkGphb7EyHSHVeXBm9isnnSnq/liMqBpqHN/vtjOQK/oVbyzYupjSy/USW58pAF8QojhMBxBbqmUrMEkZi56El6fnGv3lU35fV9LTHOj+Z5rjtN2XUXVAzH/PqiiuaqoM6t7XGCpjatqzsbAijM8dm58uHZpv10VeE37944xUpAIpFcPpTKDj5Do71uZXdcB1NFukdy/Obrd015fXdrFRG/wVOnR3BdsaBiuC7mX5QncixoctOuOja211Rs72B+QZr0HPtuc13rCtBUZuyQ/Nm79rBphX9vJRLJpcF1BaqqVPZ7VwohPFXpi4WkTF2lOmyQKthYtkvRnr8Y1lQFIcSiphGDPpV4wFzUhI4rmHPtbi5myyEbYj7qo3J/WDIdOUS/wvSlS5wbXR1fy+a4n/oZRmhyJZsfnhjmB8eHGViAiNbm6uCCinUF2FEXwqcpvHJ7DYamrvq44QSW7bK1JjjlNVWBn72uiaaYVAaUSC5HbMflu8/2rMq962J+rp1lH/nfHjrLX91/jBc6k/Pepybi45ZtCxvlvnmHdzj5vtfsorapakoxvJpkLYc33NQ67fW337SBN0urJYnksmUwszoK9IqikAjNPFkymLHoGSuSKtgzHrJdTF3EXFAxHB4XvKqP+giZxiXLHwESwek5bsinsbk2KPUVJDMibZdWmKLtUCy7xFdxh2sgUyJbcuhJFTk/WuD6DTF+cHyIgz1p5os3GxMBNtcE+dHJ+dWcX7urFlNX8OvatLHoS4GhKqiqQl+6xMmhPB+8eQPb6uSotERyuSKEoHM4T9sqrjwMZ0qcH8wymi3x8LFB3nZLG5/74Snuf65nXpul+pif9929mf/zrSPzfs8duxtp21hDdUBn+BKrsYIXH326iuY4/PtPzvCpt+/mrTdumP9CiUSybilYzop3hyfjCkGmaOO6ns+xz1Aplh36kqUFdWPbawJ0jxax56mI/YZKVdBEGddOWItKQ1NBUxT6UkUaoj421QZR5XShZBZkQXyZ8di5Mf7+sc4p43SKAqa6MM/he3fW8v1jQwvylnvXvgYKs+xgXEoU4OrGCNvlGKBEIpmDo91J3vRnD5GapJSqKuAzFuY5/LZb2vjJ4X5GFtCl+eibdpO89OeEM7K3MczPXd+81o8hkUjWMWXH5VB3huxFqxrqAsVYI34NRVFIL+AAsCZsoCjrYwjV0BQ21finKXBLJJORO8TrGMcVFMvOFHn8dNHGb6jUhU26k0Uc4akClhyXuzYnsB2XA91pAqZGqlCuBLmQqfHecaXqlrgfxxWkizauEORnKHoTQX1WQYJLjQASQamaKpFIpjKcKVEzSSAlnS9j2S47m2P0JwuM5Sxc4XVdXn5NIyGfzqHOMVL5MrmSXSmSNVXhE6/fxb5NCfrG8vSNFRjNWqiqMmNxrKmgGDo4l74zPBONUblGIpFIpmLZLuYkeyEhoDwuOCUEFWFTV0DAVIn6dUpll0zJQYEpXeD6qElDzEdvsoTfUHHG35ttDNqna0ve/11pTF2VxbBkXmSHeJ0ymi/zqR+e5tW76njp1uop702I0uRKNkM5i6Fsmc6xAg+dGWUsXyYe0CnZ7pRC9+Mv3YhlC757dJDucXGu2ZQE372vEdud20P4UrIxEWBvc0wKaUkkEgCKZYcP/cMTRAIGn/nFG6e8V7ZdBGDZDj2jBTqHc5wdyPDNp7t47twYVSETU1cZmCSa9bHX7OC117XwF/cd4/7nemiI+embxbbjl9+0G1fXSM0hiHUpaa/y897rm4n65fm2RCIZX00ZLTKQLnHjxvi091xXoKgKpbJLsexiOS5DGYvRXBlVAUNTp7iAxAI6u5rCdI4U6EmW8OkKJXvm/LAu4kO/BPZ2C0VTFTYkfASkVadkHuTfoOuQnmSRP/zBKSJ+nds3Vk157/vHh/j24UF21Yf52eub+L37TxEL6Jiayuj4mODYpHGWqF/nk/dsojnm59M/PsPp4fkFv44PZNlYHZz3c5eKeMCQxbBEIgE8EcHXfvqndA7nuO+3XzLlvcdODPI//vUAIZ/Of37sDt7/d/vpGM5x1YYYz50bA2Asd0F4UFMV/v6DN/Gaa5v5028ergh+zVYMA+w/3Mfm5hhGdH3EyKqgIYthiUQCeAXvyYEcgxmLLRdprhQsh1MDOfJlhx0NYQbTFv3pEhG/RrboHfC5kzrHABsSfloTAVL5Mj1Jb1pmtmIYIF0sY2oKPmN9xCRNAZ8mu8OS+ZEd4nVGT7LIPz7RhQv8+p3tVI2PCp8ZzvMfz/aSLTl0j3c27tqcwKcrPHBiZoEsTVX4s9dvpy7s4/P7u3jozOiCnyOoq7x+d92CLZZWk5dsqaZ6hS2sJBLJ5UcyZ/G7/3mQ/SeH+bsP3MiNWzw16FzR5v3/sJ+RjMULHV7hu6slxkdfuZ2P/tNTs97v7z94E2+8YQP/8dh5PvaFZxb1LL/29r0MF9e+S/zanbW8ZMvM6toSieTFgxCCrtEivckiGxIBmqsurFKcHsyRLTpkijYCb294d3OE57tnt6FrivvYUhciW7I52JlelM1SQ9Q3r8jrpSDs02ip8kllacm8rI8jHAkA2WKZZLHMx1+6iYChTvkDrCrQmy6RnuQd/NCZUT7xko10jhU5PpjDp6swvk8McO/OGkKGxvHBLM90pQiM740UbRdFAb+uziiatb0uyL6W6LwqgquNqansrA/LYlgikZDOlznaneRT77qWoE9Dn3Tqn7dsUrlypRgGONqdomc0xy+8ZDNfePAMroDaqI+htNfluGlLNa+4ppEz/Rk+98NT+HSVoE+vdJCrQuaUbvIEG2pDvOH2TRTX+KxQU+CGDTHu3FQ1/4clEskVjSsE+ZJNImzQkvCjTsofXVfgukzJH10BXWNFttWHOD2YwxWe+NTEqLOuKrQmApTKLl2jRcQM78+UIyqKZ7OkKgrOGlfEIZ9GQ8yUxbBkQciCeA1xXMGPTg7jNzSe7U4R9em894bmKYneBDnLYV9LlNF8mRd6L5zoPXY+yTuvbcRyBMO5Ej86OcK5kQIv217NG6+q58enR9gQ93PbxioO9qQZzHoJXmPUR29qZiVV12XN1aV9usrtGxOVDrlEInnx8Z0D3WTyZX74Qh8NVQE+cM8WojPEhEyhzNUb4mxtjPC1/R2VTsZ3DvTwqXft5Y03bGA4U+Irj5/ngRf6uHVbLZ/70E188eGz7G6Nc8/uBmqiPh45NghAYzxAplie9j3gxW1hXBgxXAs0VeEde+q5riW2Zs8gkUjWlnTBJlO0KZYdbFdQEzapDk+Pjy6gaQpNcR8DaasiiDWWL9NS5efq5jC2I0gXHXqTRUxdZVdjmHTBRlMhYKjURkwGM17+qCpeDJqxIMZ7z5pjrPpSUBXUqY/KYliycOTI9BoynLX49W8eY0Pcz9WNEd69r3HWP7yOK3j4zCg5y2Y0X+bx80mu3xDjwdPeGLSqwDVNEd5zfTMl26U+4uOLz/Rwz7Zqvv58Pwd7LhTR22uDFGyXzrGZ9+RubI3SFFsb1VJV8RSx79pcjV+KIEgkL1ocV3DT73yPsu1y/eZq/uYXbiDom/0M9/5ne3i+Y4wN1UF+9z8P8qq9zTx6fJDhTAlFgbaaEJ/70M0YmsqO5ih/+s0jvGpvE1/b38E///RM5T5VIZOXXFXPfz3VNeP3NFQFuPfurWsiOqirCkIIfu2ONprXKEZLJJL1wbG+LMMZi+qwQWsiQHgOLYFkvkyqYBMyVU4M5AiZ3mcnusaqAjsbw/gMlaChMZix0FSFsuNybjjPZFfPpphJb2r69Ezl/bh/TUW1GmKmbKZIFo0siNeQnOXwFw+e402767m6MTLv5wuWzanhPD5NxQV+cHyYZ7pSUz4TMFQ+/pJNtCb8mKpK0XZ55OwoL/RmUBWFku3iCsHxwdyM31EXNnjp1mpK40qtq4muKtRHfGiqQsjUiAcMGiI+8mWHyByJr0QieXHwW196ltqIn998/a55P+s4Lk+dGcF2XHRN5eFjg/y/+45N+YyiwJ+8ay/vvWszxbJDwND46ZF+/r/vHKO1JkSuVKZoOTxxanjWhO5X3nINJRRyqzxFowA76z1RnNa4n4ChcVNrjNF8mfpJVlMSieTFSX+qxHDW4urm+fNHIQR5yyVvedadecvl1EBu2l5wY8zHxlpPMFBXFTJFm/PD+crkYtFyKNrurPGxIeaNS1+KgjhoqihAwPSaJ1UhA9cVGJoiO8OSRSML4suQH54Y5l+f7pnxvbBP49b2Kt5zQzNj+TI/OD7EfUeHKu+bmjJrZ2N3Y5irGsKXREgr4tO4Y1M1Zdfl/EiBU8M5FOCW9qo1605LJJLLnyNdSe75ox/N+F4ibNKSCPLA772MXNHm+wd7+Og/PV15P2BqFW/ii2muCfLWe7YzXFh972GfpvD+m1qoCZkc7M3wveND2K7grk0JXrurdtW/XyKRXJm4ruCJs8kZx501BRRF4fr2GLqmkC86PNuVrryvKswqrKUo0BTzU3YFl6KqqI+axIM6maLDUMai7AgCpkp7dWD1v1xyRSLbcJcZxwayfPnZXkKmxr6WKI+cvSAiEzY1Xrm9hm11IdJFmy8d6JkyKg3MWgzrKuxujJAvr/5eXMBQubG1ilPDOc4MTz2hlGMuEolkqQymirznM49jaApvurGV7xzorhS4qgIffvk2TF3FdQWf+PcDHDw/NuX62YphgDfesfmSFMOaqvBz1zXRkyrxr8/0kp30TG1V8rBQIpEsDSEEh3sz2K4gFtCxXUFukp96Q8xXEdfqGCmQuygezqWzWh0yLtkaSW3EwNAUzg8XplhABQxpryRZOrIgXucIIciUHEZyFo0xH1Gfzi/f3ka6aPPwuI1SW1UAEAznymiqwlUN3vhMeyLI2ZECxezsux4TaKpC+RKoSkd9OomQwYNnRirCDhPEAwaj+TLNMbk7LJFIFsZwpkQyZ5EIm6iqwh+/Yw+W7XLfs14xXB3xsW9jgkePD3KkO8lnfuFGVFXh3bdv5OkzI/gNleICxp9TmSJayL+qViJBQ2NvU4SvvzBAsji1+A6b2hSPeYlEIpmPsuNWci1TU2mM+WmJw0iuzMC44n591GQgbZEpOuxsDKMoCo0xH4d7srOqSV+M7Qr8BlN2jVeDWGC8K1yeLnoohJczy3FpyVKQI9PrnEzR5kB3in96ops9zRFOD+UrHYOIT+PenbXc3Bbn68/387JtXnfYsl0ePjPKF2YZq56N7bVBrm+NoqsKqTVSUNUUSIRMmqJ+ttQEZWCTSCSzIoTgS4+c4+8eOImuebZyncNZimUXTVX4yCu3ce+1zfzgYC/tdWHeeWsbiqJw34FuPv7FZ2e0VZoNv6Hx4bdcg0AhWSizViKqrXE/m6oDvHxbDX5ddkQkEsns9CWLpIs2QxmL6HgxOVEg10VMasImrvA6xW3VAVRVIVUo0zlSYCy/uAO4DQlvXNl2Xew1EuE3NYWgqZEIG54VqUSyQGSHeJ0T8etc2xzlJVsTnBrK8+pdtZi6yg0bPLuNCY/ej9zeVrkmWSjTnZpZQXourmoMM5SzqA+vnWCLI2AoazGUtSiWHXY3RdfsWSQSyfpGURTeeVs7xbLD//vucd539yZMTeX1N2zAdQWbx6dl9m1MVK6xHZf9JwZntVWajdffvpETQ3nqI+aqCw7ORWeySGeySE+qxM/f0CyTPolEMiuNcT/+vMVYroypqbQlDMJ+HVNTCZjqjE2HoXRp0Z3eiF+jWHZRFK+xsVZYjsAq2OQshw0Jv4yPkgUjO8SXEa4QU8zWZ0IIwZH+LLbr0jFW5MFTowzN0gWpChrUhU16UkWyJYemqMkNbVFiPoN0ae08NsE75bu1PUFN2FzT55BIJJcHritQ1fkzsdFsiQePDNCXLHD/sz0cODs64+dqoz4a4gGyRZtzg1kUBX7+dVdTFfbRv4A1lNVEAd68u55b2mJyikYikSyIhYwTCyEYSJVAURjJWozkZj44NDQFVVEwdYXM+ERhU9yHwuzCrZeS+LgP8Xw5s0QygTw6uYxYyB/swWyJrmQBx4GO0cKsxXDQ1HjdVXV0jBXIjhe/vWmLbNFFWUBSuZKYmkJj1OtKK0BT1MdLttbIYlgikSyYhRTDtuPyxMkhBlIFTE2dtRgG+NhrdzKatTg3mAW8/bQnX+ileIlnAVUFrqoPV8aj26r8fODmFm5tj8tiWCKRLJiFxItsySZfdjF1ZdZiGKAh6sOnq5ViGKA3WZpTeGu1CJoqxnhb2tAU6qMmDbIYliwSOTJ9hXHfkSGu2xCjJeZnf0cSTVWmiVcBvHRLgu8dHaqMuAgBLTEfsYCGewkjWtSvc9vGKkKmTn+6hE9XpdK0RCJZFb66v4OBZJH337OF3/mPg7TXhjg/NN2T/YbN1Rw4M0rPaB7wilKfoXHvLW0M5+057UdWkoCh8r7rm9lSE6Q3VSRVtNlZH179L5ZIJC86MkWbrtES2+uDdI4WiQd1kjPsEauKV3imLxL+a6sOULBcdBUugXsn4AmCJUIGtiPIlmxiAV0eFEqWhByZXoe4rouqzt68n2t0+tGzo9zSHufEYJ7Twzm+erB/yvtRn87N7XH6MyVe6M1UXosHdO7aUsVAtjT+mrEgZcHlUBUwuHNzAkOTgwoSiWRhzBsf5xid/snhPrY1xhjNlhhMF/nZv35syvu6pvAzd2wkW7D576c6K0XvnTvr2NwSo9/1vndXfXjVx6aDhsZHbt1QmZ6RSCSS+ZhI6WcrCud6P285lGyHiN8gU7A51pedlgfWhE10TWE4Y1Xeiwd1HFcQ8uk4rneQV1iAcv9yaY77iAZkX0+yMshKZB0y1+nW2ZE8Xz7QO+11IQTfOjTAPz/ZjRCwqyHM052paZ97y556HjgxXCmGAWwh2NMcYbRwIcEzNGAVpWNqQqYshiUSyaKZKz52DGX59S88w0znvD842Msvff4pesfyXNNWxUNHBqZ95ufv3szjJ4b4xpOdUzrA7bVhgvFQ5dejeYuob/Xs4UKmxsfubJPFsEQiWTFsx+X0YB5rBon8bMnmWG+WTNGpWC1dXAyHfRq6qtCfKk15z9BUqkNmRYjLctxVV8DfkPDLYliyoshqZB0yW8I3mCnxqR+d4Y7NiSmvZ4o2n9vfxdee7+clW6vRNZVvHhqgd9xjboJb2+MzFsl5y6E55mfytyYLNjG/gW8JBet8qn6qAhvi/hmLYdtxZ0xmJRKJBGaPj64reNtfPMLN22qmfKZsu/zVd4/xwX94grbaMNdvquanh/v5+hOdU67f1hjF1FVO9WUuvjV1iSADkzrC/RmLsKmRCOjevskiiMxTSCvAzroQiRlWRyZ7ikokEsnFKIoya4w8PZjHFQKfMTX3GspYHO7OUCw7NER9lMou54bzF90XGmI++i/KKwEcV1CeFJcc1/u8T1/86LK2AC0IU1MImdPzRyEErhAyh5QsCXm8chkxkLVoqwrQVhWovDaYKfHpH59lKGvh11XecHU9RdvhhyeGKY0vcfgNlcaIj001Qf79mend5YaID12DlniAsyNeEHSEoC9T9JKySRoykwONOr57zEXBd0dd2NvjADrGCvSlS5Rsl5hfZ29zlHjAmLEYHsiUePTcKEJ4QfHa5ijtieAyfsckEsmLhXShjOMKXn5NY+W1guXwvs8+xkNHBwH43TdfjaoqfOb7JyhY3v5b2K9TKjt8+mf28pY/f3jGe+/eVE1VusSj58Yqrx3uzxI0NMJ+rbIvV1FxFQJF8ZLTi+vX61qibIj7ifl1Tg3nOdCdZjhXpiqg89ItCa5tjhIwphfNQ1mLzz3ZzWi+jKrALW1x3nR1ndyXk0gk8yKEoFh2aa8JTHn93FCerjHPprM14cfUVc4O5bHHlaI11StwdzWGOdE/XW8BoDZsYjkC23Eq8W5iZNrUFqc6HTBUon4NXVMpOy7JvE1hXOumKmhQHTLQZ/B1clxBz1iJnOVU7tNa7ZfCWpIFIwviywifpvILN7ZMee0rB/sYGu9c/Nz1TUT9Ol8+0MvdWxJ867CXBL59byPNMR//9ER35brJOx45y6YmaHJ6JMeWmhBnhnOVYem85RAyNQplgYLA0BU0VUFXFYayFrUhk5zlICb1l5/vTdNWFSBvObRWBdiYCGK7gqhfnzHRgwm7qEyl2eK4gkN9GXRVwW9o1ISk4rREIpkdAfzRO/ZQG/VXXvvSI+cqxfA7bm3jzl31fPPpLq7aEONIV5Ji2eUD92xhe3OMf/zR6cp1kYBOpuAVzAFTI6DAicEcr9hezaNnx8iPx8582aEt4Wcg66mx1oYMyo5AVWAgYxH16xi6SmaSjd2DZ8a4qj5MznLYWR/iZ/Y1kszbbIj75xQU3N+RZDTvfY8r4LHzSVpifgKGytUNYVkYSySSOWmI+YhPijGZol0phkM+jQ0JL28rO57KtG0J6iI+TF0lbzmVMenJYq2q4k2ulGxBVdAgU7SnFMCapsD4rwOmiusCCITwGi+6qlCaNMKdLTk4rhjvMKvURU2E8PouAWNm32SAXMmpFMPgFeTDmTKmrhAN6LIwlsyLLIgvI7bVhab82nYFjiPYURckb7ncvikxHoxcfnzS62QoCty9JcHpoTyD44WzokB10KQ75QXC6zbEaEsECfp06sImVQGDp7uSABRtF11ViPn18SRQVJIygMGcRUPER7HsUrLdSrDqGCsATLF90lWFmpCJ4wp8usoNrXE0VWEkZ9ExVphyX4CS7fJEh/ccrXE/17fGZVCTSCQzUhUyec2+5imvpfIWt22v4Wh3mt947U6EEDx/foyfHhkgOR5vbttex3Wbq/noPz4FeAleVciH7QgKlsO2xih7NsRoqglSHTK5qTXOp358tpIQnh0usLkmQNnxuiknhy6MGmYth+aYj7CpTjk4PDLgWTmdHyvwveNUjhM313gTMUII3n1tI/GAwWi+zLPdaR47n5z2M3/leU80sa3Kz3uvayIWkAr9EolkOoqi0BCbqklQsl0iPpWiLWivDqCpCsNZC8cV5K3xDq+u0lYd4Lkp63ZeDleyXTRVoSpkoI8LHVaHDc4OFSrFc8FyCRgqXhEsphS/3q3EtC7yRLMmb7mMTVK59ukqmupNJtZFTYKm54qSLNiMzmARNWEbNZgps6HKR8BcPd0HyeWPLIgvM4q2w8nBHLsbI3z5QC/nxwoM58q8e1/j+O6FIFW0aYiadIwVEQKe607TErvQNbmuJcaJwSx7miI835uhIeLjcF+aQ/0ZqoMGm6pDXNsc40h/GssRZC2HrDW792Z/pkRd2MRy5i5WbVfQn7mwfzJ6fAh9Bun+megYKzBWsLmmKYqhKkT8+ry7yhKJ5MWF7bg8dXqEqzfEue/Zbr75dBdnB7K84ppG2mrD2I5LOKBTtl3Cfp1s0eb7z/dy245aogGDsZzFvdc2891ne3jrza18/YlO6uN+zowV+dvHO6kK6NzSFuc91zXx3WNDDGYtSo7L0YGZRwkBelIlqoMGiqrMum488fLpSXt7f/bgeWpDJn2Z0ryK/x1jRT7/WAd3b6mmZXylpmFSzJdIJBKAXMlGURRsR9A5UiBveUVtIuQdpoVMja7RIn5DpVh2GclatFUHxtfcHBIhg7F8mXhQZyBtoeA1OzpGCgggFtCpi5ok8+VKUT2X4rQjwHUEhgrzCVOXJnk5dYwUCRheUT6frILjCvpSJaqCBmG/huN6q4QSyWRkQXyZ4LqCgu3yZz85S85yeOueBh44MQyApsBdW6oBiPgN6sImPk2lY3wUZrIIws1tMY70ZbluQ4x40OD53gy3tMd5pisJQjCSLzOSTy76+QazFo0RP6kFFLcT5MsOzO77DngjNaqiUHbhobNjPHTW63wHDZU3X9PALunJKZG86HFcr/f6yS8/xxcfPscDv3sPv/2l57Bsb/fsZ+7cCICuqfh0jXfd1s6nv3kEgDMDGQZSRcZyFle1xDjWneRtt7Ry7cYEX3+ikzff2Mq50Tyu6zKcK/Odo0OLfr6RfJmNiYAXHxc45VK0XbrGp3hmI6AI8gWboF/na0928Z9PdAFeJ+U9t7Tyobs2LvpZJRLJlcWE9stA2uLkQI6djSHODxcqhWpzzFeZ7nMFbKoJcGrQO5wrll1cIchbDqriTdDEA55V52DGoiZsUnYuKFKP5e0pXd0FPR8gUFAVsSh/9/msnTTFG9kWwiume5IXcuGIT6Pton1qyYsbeUSyzslbDqeHc9x/bIg//sFpTg/nGc2XOTHodSQ0BT56RxuhSaMgt7ZXsf/8BfGXA90pdjWE2ZgIUHYENWGTx8+Psas+zGuvqqU6ZJIqOqRKguUMJI/kS4R92pRnWS66onCwJ8Ph/uyU1/Nll28fGaRnnoRRIpFcudiOy/nBLH/53WO8/+/388WHzwHw0NEBrPFuwq/eu4O7dtZXrvn5uzfzbw+frfz66dMj2I7gPXduYiRb4rYddXxtfyf1UT9vvbmVV13bxEiqSHI0T3gZXYWOsQJVAZ2GyMrpIdgoPHZyiB8838dk3ZqS7fJv+zu5/1D/7BdLJJIrHst2OT9coGu0yMnxSZZcyakUk1VBgw1VF6ZJasJGZdQYvMm+sVyZ1kQAV0DErzM2LnTVUuWnPubDdgWGpi6r6+rdQyE4g3r0cu7pOJ6YmHNR7ZwpOfQlpytmS168yIJ4nfPtIwP8wfdPc6Q/U9n5LdkutqdMQG3Yx42t8SnXPNWZrCRHrVV+zo4U+NrBfn73FVvYtyHGJ1+2iYhP55uHBnjntU2AN/bcly7N7wssBJqq4tNUjIvk8S1HMJwrUSpPH68WzC6FXzGKR2A53vjLaN4GAZ3J0qxuyOmizYHu9NzPK5FIrlh+crifm//n93n69Aj3P3dBQb9r+MII8wdethVj0nrFk6eH6Rn1NA5aa0IowHs/8xh/+I49/N0HbuK9d23iNfua+dNvHuF/vG4XfkNjLGvROVrAtWzm82dPGAoJn0r8osTOFXBmpDCjbZIQAnWO+wohUIXALwS6bZNPFzAdh5GxPI6Y+YlKtsuXn+ySNk0SyYsU23F54mySkZxFb+pC8Zcp2pVBlcaYD31S3ue4orKPq44LWR3vzxIP6lzfHiPk09hYE6A3WSIW0In4vUHTku2OT+rMHW98ulL538U5YckWc7jYzR0fJ3aR/bqCX1fx6woBQ51T4XosX6Z8caUsedEiR6bXMUIIzo8nbof6sngbwh7NUT+3bayiOjRdRCVoagQNlVjAIOLz/hU/dHqEd1zbyF2bE4zmy8QCOkcHsmSKNqqqsCEeoD9jcWKowPbaIJYz886wAIazZQayFrqqsL3OP+XkzRXeWGK+ZOO43mizKwRnRotsiPnxG56AjBACL3QKcpaLqaucGMpRnhS8JjW5Z2UwU6InVaA5JkdfJJIXG4c6kwA8eHQAZcIGDq8r8kuv2EbncI6qixTqfYZKTcRHsexw45Zqvv5EJ0e6UzxxcoiXXN1AMmfREPfz3Wd7ON6ToiURZNv4asaTZ0a5bVsN6VlyKCEEVlmw//QIAHfvqmPEmvphDTAch1TOIh4LYAkoZIqUHZf66hAlR+DTFIqudz+/cCmUHA73piuOAgtFURR+cGyQV19VP/+HJRLJFUV2XN0+f1EMKpZdNtcGGcmWCfmnTvS54oILSX3UR994Id2fKtFeEyRoapTKRWxXkMzbJEIm5rgNUskW+A11vMicfd5w4nlCpjpuqXThs0II/Lo63kTxCm2vsGVckdrF1NSK77Gpeb7LjivmHaG+GE1V6EuWaK2W+aNEFsTrGkVRCJs6mqrw12/eyePnknzpgNcF+faRQT792u1E/dP/Fb5mVx2JoMEPjg9zpD+LosAtG6sq4Sni0/jQra383WOdZEo23zs2xE1tcZ7uSlGyXTrGijTHfJRsl5ChUHLcSfslCgPjSZntCjrHLDYmAgi8AJizXJ7qSlf2SXRVoTpkkC7aHClmiY57fu6oD6MpMJAp0zuD0ftC8OsqIwWLh86M8e59MqBJJC82qsJesfvFX7mNqpDJ6/7PTxECvv5kJ1/92J3cur122jW3ba/ji79yG5/5/gm+/kQnAC+5qr5i1xQJGHzo5dsYzpTIlWy+tr+DuviFkcLHTg5zx/ZaRrMlEjE/ScthIvmrMTUeOjZY+ewjxwa5fUcdOVcQ1hSsssN3D3RXElUYY2t9mNMDWQQQHcxhaCobqoNE4wHcQpkHTg0v+fcnEND54jM9vGJH7ZQukEQiufKZ8OvdUOWnMe7jhe4MxbJLoex1c3e3RKZdY+oq17RE6Rot0DeemwVNjfCkXLM6bFJ2vVHkbMlmNGvh11WKtkux7BI0Vc8qCSi7Lq7wnsNQFQqTivOc5X3Wst2KSKrliCldW1NXKJS9ycGy441Vl10XITxhrIuL/cWgKQoDKYuaiKdYLXlxI/+GXMecH81zoCvF7Rur+Omp0UoxDJAq2pwbyU+7ZkLFuTtZrCiWvm1PAx++tRWAYtnB0FSaY35etaOGgKHxM9c18WxPesq9jw7kODNS4FB/HkVRmZiO9hsKxiRT9EzJ4VBflrMjJQ715Tg7UpiiiGq7goHMha5GumhTcgTDOQtHsKxiuCZkUCi7nBzOcWwwO/9FEonkiqFYdvib+0+wtTGCqsAb/+zBSofYdgQPHR2Yds258TiRzFl899keAF62u4Ev/9rtbGuKMpwpoakKrTUhfuVVO6iJ+HjrLW10pqbGqUdODHGkJ82jRwcRhTJB3YuJKdtlQ+LC4Zwj4KFjg5ztTvHg0UEePzUyqRj2ODVeDIMXH0dyFsd60wQ1hUeXWAxrCty8pZrudIl00eZfn+qedWVFIpFcmXQMF1AVr4B9tiNNcVIHdSabomLZwR33AO5PlxDCE+jbsyFCTdisqDybukpz3E/YpxE0NRIhk+IkBei85RXd+bKLgoKpeePRluMSuGiVJG+5iPFmSs5yp0wJAlj2VKGtsiNwXO+5FtsRnoxfV0mNW+91Ds+8yiJ5cSEL4nXM8cEcG6sDvHtfI2+4uo5dDVMVlS/27U0WypweynGwJ833j3mJlE9Tee2uOtJFmz/54Wl+41vHOT7ugXn7pgRVQQNdVRjLzyz3LIDjg3k6xyx8mobjimm7wwKmGKIvhJ5UiUN9mUVdM5mmmI/BSR7HXz3Yx7GBDENZS+6ESCQvAo51p1BV+NwHb+ae3Y386r07przfO+6FPoHrCr5/sJezAxl++8vPVV7/zdfvwrJdfvPfDnDdJ77LP//0NABXt8a5+6oGTF2le2xm8T4BHO5J8/SJIRKGgqooxILT11hGc4sbdS7ZLj882Dv/B2dhe2OEs8lCZbLnv17o5wtPdTOYKZEqzCPtL5FILntsR5AtOWxvCBEN6OxsnJo/lmx32iHZUMbCBU70ZytFaHOVH11V6Bkr8tTZJCf6swgh0FSFprgfVVHm3NO1HG+U2W+o6KqCMsMo9VKK0ULZnWPfeG50VSFdsCs/Y6bocKo/h2U7U6ydJC8uZEG8jrljYxWffNlmQuN7wNc0XhhvqQ2b7G2OTvl8qmjTGPXzXE+a0nhRuKc5gqoq/OVD5+kYK5Iu2vzjE91TrtM1lQ/esoF4YPYJ+qzl8HxflqMDBfLLOJWbzFIO5BSgOmjQlZya7Ao8WyZDU+b17JRIJJc/V22I88Pfexk7W2KAN/Y8gaEpvPeuTVM+bzkuNREfz58fo2PIE92qj/nZ01bFn3/nKF/d30HJdvmdLx9kKD21AP69127njq3Vsz6LK+ChY0McODnEoRUS+psjx5wVBW+8sayqU/byAL49rjg9l6e8RCK5MtA1hWtbo9RGfABEAt763QRNcf+0GKFrCrbjTrFNqg4ZjObKnBnKI/Csm0ayUw/VEiGD+ujc6vl5y8VyxKKbJ6uCENOK8EzRIVfyOuSSFyeyIF7HhHx6RfV5//kk//lcH9dviPGufY186jXbqLqoE9FWFWBzTZDBSSPK9REfecvh1CTV1f5MieGLxFkChsbP7Gvi+papRfZ6o63KT8lxpgVy8H6uLz/XS8dYoWK5IpFIrkxMXSUR9pK9jqEsb/rzh9jbXsVvvHYnj/7xq7h+89QC1m9ovO2WNjomxcKNdWEUReEnF9kTPXx0cMqvFUXhd169nfff3rYsa5HV5vqNVdRVB0gVp3eBLUfw2985zpPnxxjNL65jLZFILj/M8b1cIQQHzqcAaK8OsGdDhOa4b9rnG2P+KWPViuKJEI5dNF4900RhImTQFPehq7OLaa01pqZQshyyxZmL8nNDBQZSluwSv0hZv3+zS6agqQq7GsL8/E3NvGZXHQFjZgGAnOVwauhCwtebKhIwVLbVhiqvBQ21ImAwmeaYnzdf08Drr6pb+R9ghciU5h5pGcxafP2Ffj7/ZBdJORookbwoKJZddrfG+fS7r+UTb7iKtknxbjKuK/jJ4QvF75mBDLbj8rJrGqd8rmGSL+cEtREfH757E59/z74pnZb1xDPnxnAFMx4YAgxkSnzx6W4+/JVDPN8jLeskkhcDAk+AanNtkNbqALGAMWuMuHi3OG85JMJTmy8z5Y+aqpAIGWypC07RmVlPWI4g6NNmNXByXBjOWrzQmaE/JT2KX2zIgvgy4aa2OL/zss3E/NP30yZzcjA3Rdzgzs0JFEXhdZOK3HzZ5W8f65j1Httqg8t/4FViJF9mQ3xuRWnbFQzlLB49twDfJolEctmzvSnK937nHq7dmJjzc5limafGLZEA3npzG5qq8JFXbmNyfvjhzz1JZpYDtbbqAE2x6QXzekAAsRmS1clMjC1+7vEOKbQlkbwIUBWFPRuiNMSmd4UvZnJBHPHphMZFs0KTVJjPjxTIFO2ZLkdTIbCOFZtVVWEuwf2JkNg9UpR6NC8yZEF8hXHxoV9j1AuAF/tXNkb9uLMkQ2FTpz2xfm2M0rME4ou5eM9YIpG8uBFiaozc0hBBURR6RvNTBFo2N0y3I5kgYGjcsW32feK15nB3Gt8COjR96RJjcopGIpFMYnLk8JsXtAiK9oUxY1NTZh2NVhSF2Bx6NGtN2RELKtgFkCutg31nySVDFsRXGKlJxWI8oNMwXhDfurFqygnfga7UrLbppq6yaR0XxMO5MlULCLhDOYuBjBx7kUgkHqPZUqXw1TWlsme8rTHK7TsueBY/cXK4YslxMYqicPuW9VsQC6ApPLfADXgqs093plb/gSQSyWWDNakrGg9cmEhsmuTFbjli1g4xQMS3fjvEAMY8UzQTjGXlgeGLCVkQX2HYk6RJ33JNA+r46V7I9PyGfZq3P5wIzr5D4riCAyuklLpahMz5C2JXQL4sT/gkEonHZLG9N93YyvYmT0RQ11Q++caraakOoqkKG+vCiFk2zYQQfOPZpVsiXQoyeXtB49CLtYOSSCRXNhNhw2+oU5Sjm+J+ouONCJ+uos6ho3CxJeh6o+wIFiIDMZedlOTKY/3ONUgWTbZk86OTnv9wzK9TF5naJbhzc4Jb2+MIqKhXX8wTHUm+f3xo3QaC5pgPxxV0TfLYnIueVJGNifW7Ey2RSC4Njiv4m++dALyEbk9b1ZT3r9tczVOfupdC2alY3V3Mwc4kn/zvIwxl1mch2RTz01AdYChXXlB8PDGYvQRPJZFILgd6k8WKbWX0oik8n66yd0MUxxWzigqWHZfOkSKFFbLmXGlUxfMgzpWcBdl+5koLW8+TXBnIDvEVxBee6qEr6flnpoo29x0ZmvYZXVNnLYYBHjw9sm6LYVWB0bzFaGFhyR7Anqb1bSMlkUguDf/20Fm+8WQn4I0Lf/q/D0/roqqqMmsxDPCVZ3rWbTEM0FAdoCdjYS3QS/Pl22vn/5BEIrniyZZsTg/mK78eTFsz7tDOpbCfLtjrthgGMDWVVN6eMkk5FzULWD2RXDnIDvEVROai06z4IoUNjg5kya4H0/SLaI37QfFOb3rSxQUXwwD96RKRWvmfuUTyYmc4U5zy64a4f5rI1lycG87xXGdy5R9smWyqDVIT86Oi0Jkuzn/BJE4P57ht09zK3BKJ5MqnbE8tEhXF01lYKI4rSBXWX0d1oiusKJBZ5PMVyg6uEJXVQ8mVjawULiP60iWShTJba0MzKvwJPPW/TdVB4gGDd1/XtOB7l2yXLx3ondWfba1oTwQYyBSZONBbTDEM8L0TQ2ydxZNUIpFcOYzmLF7oTnFdWxUR//S/2iaawddtShDxG/zeW3fPuQd3Mb/7zaMMZ9dXd3hbfRgMlY4lemZ+9bk+3rC7YYp4jkQiufJwhSCZKxPy6zP6CE8QNDUMTaEp7sdvLFwcayBtkbfWV3dYUxVcV5DKL61QTxccknmbREjGxxcDsiC+jPDrKmMFG9tx0dXpgeqjt7UCEFtCcrMez7/aq/z0pgss5+maovP77kkkkssfTVGoj/g42pvmphm6nr9y7w7eenMrm+pnt1Sai/XWJdhUG8RSobAMa5CakCmLYYnkxYAAv6mRLdr4ZhgFjgd1rmuLEjS1RTceYP3lkKoCtu1SXOYId2gdeypLVhZZEK9jTgzmGC2UPUVoYEtNkJvbYrMmZksphCc4Nphdd93houOy3DDbMVakaDv4dRnUJJIria7RPA+dGOb69irOj+R5+a46djZ5oi8zETC1JRfD/akix/oyy3ncFacu5ufcEjvDEwznLM6O5NlULYUHJZIrCdsVDKRKVAUNsiWH6rBB0NQIGDN3hxVlbv2E+UjPYcO0Fpiaylhx+WrXqUKZOkM2Vl4MyIJ4neEKweG+LKeGczx6Lklu0k7v9toQt7bHeaIjySt31LCrPrwi32k5Lk+tMz/K9qoA/dnF7cPNRKZk82x3mlvbq+b/sEQiWdcIITjYleJQd5qvPdNN50ih8t5fxvz86ss2c/+hfl66o5bXXNOAbxEjf3Pxn093r8h9VootdSGGVmhf70vPdPN7r9y2IveSSCRrS95yyBZtBtMWmaJD54iXR50dgo01AXIlB1VVaK7yzSmwuhhSBZvyOhJjVRUorJAeTs9YidqIuaSuueTyQhbEa8y/PNXNDa0x/LqG7br8y1M9jM2S6JwYynFiKAfAscEcv/fyTWyIB5b9DI+cHePcaGH+D14ion6ddN5akCz+QpBexBLJ5clnfnyGLfVh6qM+XFfwuYfP88SZ0Rk/25cq8slvHAHgkZMjlGyXd920YdnP8PS5Mf79ia5l32elCPs04oZC1wolfJmi51ksEz6J5PJiKG1hu26lszuaLdM3y9SIEHB26EKeZ9ku2xqWr69iO4KeseU3L1YSB5dieWUSSCEEjgtyyPDKRxbEa0jZcXmmO83+jqV1Zw/1ZZddED/TleInp0aWdY+VQgESAZ0HDvWzqTZEY00AVyw/SVtPJ5cSiWThPNuR5PMPn1/StY+eGll2QXysL8Nvfu3Qsu6xkmyvC/HCsT4e7hxm954WsitQExft9SWEI5FIFkah7NAztrS1iWS+vOyDMMcVnB3Kr1jzYrnomkJfpkB3qsC26jCKqyz7oE8IEAjW35a0ZKWRPsRryMNnx5ZVrNVHlr/XcKgvs252h+M+jf8+0EPOcjjUk+b5c8kV+Q/0+GAWV6yXn1IikSyEF7pTHOxa+ipH+wrsxT52emTK2spasq02yA8fP0P3UJa+sQIPPHiK6Ap0Lc4M5xnOrS/1bIlEMjeW7TKcWfqOrN9YmnjWZAplB2udNBx0VeH4cJquVAEBnBjJYivLP+xzheevLLnykQXxJWQkZzFW8E7lyo7Lo+fGlnW/nXXLG3cZzlnrZlQ64dP41nO9U14bSJd45vQIyjI7GKmizcHe9LLuIZFIVpfBdImBVJGy7SKE4BvP9MwqkLUQblymv65lu9x/qH9Z91gpdtSF2P9cF+WLYuGTz3SgJ7PLvv+XnulZ9j0kEsnqYdkuZdutxMRkvkxpGblRLLD8AdGx3PooFHVV4exYdpqw17lknp5cHrHMhkjvWGnZ95Csf+TI9CXgwTOjPHxmjFSxTKbksKcpQrJQpmeZCqG/9d2T3LujhlfvrF3S9U92JLHXeNalJqDz9NlRHh6buTAv2i6aprDcsPtER5K9TdF1Z50ikbzYeb4rxae/e4KxvEV/qsQ1LVEifoPHTi9vleMTXzvEDRur+MzP7F3S9Y+eHqFzjQ8M2xMBjp/q54HT/dOKYYB0vozfb7DckvjB0yO854YWEqHpdiwSiWTtsGyX04N5ckUHgVf8hXwayfzyFJT7kiUG0xbXb4wuqVNsOy6pNe6cKgqcG8tSKDsUZoiPjiswV0A4rFh2SeVt4tKP+IpGdohXGccVfP35frpTRTLjfpHP92boWAERgpLt0la1+B3i08N5/v1AD7UzeNGtJIng/MEjU7TpmqUYBrhrZy32ChSxZUfQu8wDCIlEsvJ89idnONaXoX/8z+cL3ellF8PgJTE7GhZvs9SfKvKxr7yArq7u4Vl9xDfvdwQNlZ6h3IzFMMC9t7ST9S9/dcavqzy9jPF0iUSyOgykSqTyNrYrcFxByXYZzZWXvbcrgKCpLroYFsIT0cqUnFWPkYY29/01RWG0UJ6xGAZojPio9fuXPRqu4Clpyy7xlY3sEK8yOWt1dyweODlMfcSkZhEn+4f7MxwdyHFLexUBQ6WwTOPy2WiO+dnTFCERMAj5NCxHMJyzMFWFdMkhnbf41/2ds15fHTJYid86TVXIWjZfeb6XX76tHZ8uz4EkkvVCX2r1FEp/eHSQWzYnuG4RtmsHu1I8cmqEfa1xbmyv4qnzy1ttmQ1VVfjte7fRnypy57YazgzlyFsOuZKNZbsUijb//cjpOe/hGjosc8VZVbw9uc8+cp6NiQDb6lbGzk8ikSyfkr16+WPOchlIlaiPLfxQrewIxsYL9KqQztAy9pjnoz5qkrdcqkI6BctFVbyDTk1VsByXU8Nzz8YEjZUpcVQVBtMWfkNd1O+V5PJCVgarzCPnxljNQ7RjAzm+c2RwUdfkx0ViyrbLVQ2rl/z4NIWXb6vhug0xdtSFuaYxwvGeNH9y/wkOdyW574V+MnOYuY/kyigrMNLtuIKyI8hZzrwnjhKJ5NLxk2NDc8aA5XJ+OM/vf+sY7iLiSLJQrvz/V++uX61Hw6ervH5vIx++exO7mqK8bk8jomTxV984yP2Pn+XAsT4OdcxdjBfGcst+Dld4B7eOK9Z8hUYikVwgbzlkS6sXHz2V6AKlRTRFJnaYHVcQX8AU4HII+3Sa4j4ChkYiZOAIwTM9Yzx8bpietKcmPReDuZXZ/XXGf3tkeLyykQXxKnNiMLfqf4ie6kwvSjSqOeYH4BuHBjgxOH9CpSrQFF34qdhEyZmclOgKIdh/dpSasEm2aPPtF/o5P5Kf8z5BU0NZRAGrKJ5tU7ZQxlQVqoMGMf+FE8KJxE8ikawPjvdlGMutXocBoGu0wN/+9OyCP7+j3jsk/Pcnuvi3BfoP726OLvj+ExEtXSxXDicBHjs+gK6qlG2XR44O8N0D3XPfR4FwfHFK2luqAoQcF7Nk017lp+WibsfYMvcSJRLJymHZLgVr9W3RzgzmF+zEYeoqqgJ5y6VrdGHTPQFjaaWG5Vz42VOFMkXbQYzncZ57yNzXJwLGosalA6aKqSugQNCnEjCnPvdsqyuSKwM5Mr2KCCHIlla/AHOE4MsH+oj5dRoi3mnaXNzcFudHJ4enFIctMT9BU+Xk0PQitT7s441X1/Ovz/RQKDtUBQxGZkictteG0FSFN1xdR7bkTAmC3z8yyJ98/ySmri7Y5smnq17HQlE8M7hZAltdyMRyXFRV4ZHTowB0jBVRgKhfY09zjJFCGUNV6E+XiNTK/+wlkvXARDd2tfnnRzu4ujnKzsYI9eMHgrOxtzXOrqYIR3sznB3yDgxjAZ1XXlXPV2dQY1aAP3rDTn7nv49yrC/DppogZ4enx9ENVQH2bIjxln1NRAMGtisI+7xYdLI3xRs//WN0VaVYXvjfGRP6CkIIVEWZMbZuqgoggM5kkR8e6K4k2M+fH8PUVa7dXE16/OfoSa4P1wGJRAL2JbI0ShVs+pIlqkIGQXPu/FFTFaqCBiO5MsVJneWasMFItjxjDKqNmKQLNsmCjU9XZ1THVhSoCuoEDI2wX6PsiMqzuELww1NDlMouziI6voZ6IQedzXPZpytomkKh5FJ23IrWT2E8DgcMFV3xctHl2KRK1j+yQ7yKHOzN0L2K+3GTSRZtPv3jc/zjk3N3FcArNH/2uibM8e7r3ZsTfOiWDbz1mgZubosRvOg0bzBnoSrw8bs38iu3t2GO7+BeLMq1pynCz17XRMSn0xj1EQ9cGKf5/tEBwDvxXChjea+INRQ405vBvCiWGapCplDmp6dGeLZrumepAFJFh4GMJ9aTypf56sG+BX+/RCJZPXrGCtOs1lYLxxX82n+8wLs+9zSlBRSc//uNu2iOe4XzbVsS/PdHbuY3X7mVD9zRPs3fWAAHOpL8y8/v44u/eD3Xj+8r10V8hCYllzdtquL3X7eD3S0x2qqDbK69YJv3jf0d2I5YVDEsBKglGxUBoxli5amHC+1RH0bJ5r79nXx3fyejA5kp3SYhoFR2ef7sCD5dpSVk8L+/dnhZVlcSiWRlcFxBz9ilEwLtHCnyfGeG3AKaOHVRk7DPi22GprC1PkhDzEdT1dSYN0GmaNNU5WNLXYCasJcXKspU0SyfrtIY81EVMjA0dUph3p8ukbecRRXDABnLE8IqujZjZWvK+HTQVNE1SJVsRnJlHESlGJ5MoeyiawpBU6UnVVzVEXbJ2iIL4lXiSH+Wv398YeN2K8mhvmzlZGsutteFedueBnRV4YbWGJqqEPbpvP6qen7hxhYaIheKXccV/MvTPbhCUB/x8bZrGjA0hZtaYwBEfBpvuKqOa5pmVnS1XcFzS1QwffDoII+eGObcSJ6fHB0kpCnUhUwMVeFgd5rOcbXuQtmdMZiBN7Ye1FW6kkXOzTOmLZFIVp+hTIm3/92TUzoMl4KRrMXTCxDJak0E+Zt376E6ZPLKq+qJBgxUReFDd23k8++5lju2Vk/5/P/+7glO9GfZ2RjhV+/ZTHPcz+v2NKBrKj5d5T23tPKr92yedXzvoSNL8zu+/4lznD7cw/6jA9z/xHmq7TKbqwK0R3386Nkenp/kdd8zi4VUwXLx2S4HT496qv8yRkoka86RnuyUlYpLxUjWmvczmqrQVu3Hb6iEfVpFqLQqaNBe46c6PHW3eCxvM5or4zc04kGdqF8jZGr4x5sv0YBOa2J2Nei+zNIaSwPZEp3ZPOeSeQayJUYti6BPI+hTSZdsMiVvBBuY09PZctyK+Gy2KNfurlTk7OgK4wqBZbuM5K0FjwavJEFDW7DX7lUNEXY3ZnmuO81LJyV4TTE/H7mtjT//6VnS40Vm1K/jHx/Fboj6+J/3bKZou2yI+0kEzRlPBSdIFZZuEVAouzAeiIpll75kia7MwvelJ3i60yvIU0WbE4NZtkslVYlkTcgWbVKF8iVZJ5mJquDCFPlbE0E+fNdG7j/Uz6t3N1y4PmTy/95xDR//2iF+emK48vrGGq9z7Dc0vvFLNzGWL/OynXUEDI2WxOz2eI7rMpJeWsInBPRPsq0bSxV55HRy0fd54vhQ5Z9/cKifD71085KeRyKRLA/bFWgKixK6WkkWKjyqKAotVT7ODRdoHF/ZmHi9MebD0BT6UxeK64miWVEUNiT82K7AFVAfFZXccjYWMzlzMflJ15Ych5Hc/AX/xUxeLxzJWtRHzWVbOUnWH7IgXgGeGe9+1oVNvnVkkCP9WbRV9mebie21Id5wdd2ibIVuba/i20cGpxTE4Jm/v/PaJr54oIdC2cVxxZQdDFNXMXWVqH/u/4QyRZvf+Nqhxf8ws5C3l59E/80j5/nDV22jehFWVRKJZGmcHcrx46ODvG5vI//yaAdfe6ZnTdTet9aHefdNG7hqEQJYd22v4QuPd1CyHXz61KTt46/cRudogTPje8aT98t0TaU24qM2MrcYoRCCD//9fk73Zxbxk8yOqs2dWC6Ev7j/JPvaq7hhU2IFnkgikcyF4wq6Ros0xX0MZ6yKUNWl3lwwNIXaiEnDImyFfLpKwNDIW05FD2GCRNCgYLmkCt6I8eRpZ0VRFvx3wPHBDGdWaGolOE/hvRBGcmV6kiWa4z5ZFF9hyIJ4mbzQm+ELT/dgOQJdVSq2Fe4lXL43VIX33tDMja0xXOEVrlnLQRUOIf/cwS3m1xnNl+kcK9BaNbWL0Z4I8Ot3tvPo2bEZRbQWwgPHBjkzg8DMUmiK+RnOl5cdhAYyFp/+0Rn+9HU7Vt1YXiJ5MdOfKvKBLzzLcNbiHx46VykaL/We6s/f3sYvv3RTpYsxlrMwdQVDEZjm7AdjiZBJLGDwzef6eMcNLVPeq4v6+NdfuI5vPtfHD44MsBR3j8OdSb7++PnFXzgLHcnl7xxajsu7P/sE+//gHmrmKeglEsnSEUJwrDdLpujQnyytyVQhQDyos6U+iK4qKIqC7bgoCthlG59v9vioKAo+XWUsZxMytSm5map6HeRYQGcoay0p1yo7Li8swkFlPgK6hrsCg0lnh/IEDJXqsGyqXEnIgniZ1IZN6sIm3anSmnk43rGpip31IT7zaCe96SJBQ6MrWeR9NzZxS9vcCY1PV6kOGbPaEUV8OvfurF3Sc/Umi/zDI+eXdO2M90sVuXZDjP7C8kUNhrIWyUKZGtkllkhWjWjA4KrmKA+dGF4zhc4djRE++pJN/OUPz/D9wwPUR32cHMjy5n1N/Na92+a9/pqWGP2zjDT7DY133tjCO29smfH9uSiVHT76uf2Lvm4ulFIRVdGX3V2yXcHh7hR376xbmQeTSCTTUBSFWEAnU3TWrBhWgK31QUZyZbpGivgNlbzlEjRVtjeE5r0+YKqM5mZuVCiKQjSgEw0srdR4pitJcQWtjrrSBTZEArju8hsh6aItC+IrDEWshGv1i5zRfJmRvMXp4TzfOTK0JoVx0FDJX7Rzcn1LlA/esmHea4UQFG13XrumxXJyIMsvfPG5Fb3njZsSdKWX3wUJGCp3bq4m7NN41Y7aKYrYEolk5cgUbQbSRb5/aICHTw5zoj97yZ8h4tfJFKcepNVGTH70m3cs6Pp0oUx0hWOE6wpaP/BVciuoWnrbrnqODK2MMu377mgnbzm87852djYtfMxcIpEsjoLlMJItkys5jK6yL/tMaKoy49TOtW2Refd7wZv4URVWfIT4hyeH6FuivsJMRHw61b6VmXqpi5gIAfUxk4RsrFwRyA7xCpAIGhTLDk+cT61Zl/jiYhjg2GCOZKE8b7GnKMqKF8PAigayCQZTRQKGSsFe3u9zsezyk1Ne1+onp0a4d0cte5ujtCcCci9EIllBIn6dsmNyejC7JsUwMK0YBhjKWDx5dpSbFrAru9LFMMBIprSixTDA0c4xWhsTdCaXH3u/+mQXecvhmwd6+Pk727lpczV37ahFlWsmEsmK4jc8n9u1KIZh9hWWoUyZDYn5c8PV0sxZ6fiYKdnUBn0rMjY9nLVwhTdtWBsxqQoaUmzrMkfaLi0RVwjOji/6l2yXv3ykg77MpfOMWwg5y+GJjuSaff8zq/Dd50fyZLIWIXPu/3SNeQK04IIIzli+zJef7eUT3znOJ+47zg9ODCMHJySS5XGoO1UR4/ujbx/jp8eH57/oEvPF/Z1r9t1LtVqai7GsxcmOIbbUzK5qDVS85OdiwvLFsl3+4Sdn+YXPP83e//kAf/njM9KLUyJZJgXLoex4jYy+ZIm+Fdj/X2n6ksU1y4WyJZv0KsSZs2M5UOcew15ITTv5DGEoY3FyIMcjp8Y4PZBbkJezZP0hO8RL5LmeNP+wv5uoT8d2xRRp9/XEQGbxEvMrQX+qyANHB1fl3kNZa9YRFb+usm9DnN5MiaaIj+MDGUYvEgRTFGiJ+ekfP8CYvNvYGPXzwMkRXujL8L7rm6mVOyISyaLpTRZ43z8fIGRq6Jq6IG/LtaBzZGZv3tXGcV3+8r4jq3LvouVw/NwQgViE8kWdn7Bf4+addfRmy9RHTIZG8hye4eByU32IkUyJou1Ssi4kjztbY3zz0ACPnhvj1+7eyB1bqqddK5FI5kYIwfG+HJbtoqnKmukrzIfjgu0IDP3Sdz0P96+cmNbFdKYKbIyFcC6qizUFgqaG43p5oq4qpGaYLjI1FSEEthBTxBQ1VWEoU2YsZ1MfM2mtnvtgUrK+kDvEi0QIwcHeDPcdHaJrBcbSVhtDU/jDV2655OJRjiv43W8f45HTI6ty/3jAIBAy2VIbonusQNF22V4Xwm/qZEtOJRGsC5tkChZVQROB4Ehvht0tMXpSJSaayCFTI2RoCKBou5UA6NdVttUGeefexkVZWUkkL2ZO9mf46x+f4ZGTq/Nnf6X5/96xm5ftuvTiUX913xH+4D8Prtr9d2yuIxQ0yZcc+sYK1MX8tLbEAO9QESAW0PG7LpGgiaapPH18kOu21nBqzPu7zVA9URxTUwmZGjnLoW9cw8HQFLbXh/nEy7bQOofPskQiuUDZcekaLTKQWp+HhBfTGPPRXnvp/3z3pYv8+NTQqtlPbaoKogkVQ1PIl11UxdsxdoW3Ugee4FjQp+IK0BQFy3HQVJWyLbBdgaJ4RbCCN3XjuoLCpPXFgKnSmgiQCEuNmssBWRAvkofOjPKlZ/vW+jEWTNjU+INXbpnXL3g1yFs2P/9vz9GzggcH0YDO7dtqMXVvjzhZtAkYKomAQW96dtuCkKGRKzsosGg1x+tborzr2sZlPrlEcuVzaiDLW//2ybV+jAWjKvAP772WGzdees9dIQTv++tH+PbTXSt2T0WB196+GZ/foCAUepJFFAW21gTpTBanJGuTifl1UkV7SfGxKebn3993bcXSSiKRzIzjCp7rSK/bjvBMbEj4aUn41+S7jw5keKYruaL3bI0FCBk6uqJi2S6ugJBPw7LdWf+9TLZUXSyKAntbFyZOJllbZNtrkdzaHueqhvCy79NW5efW9jirnUJsqg6uSTEMEDR1fu/V21f0Z7x1Sw0jRYe+bJnkeCe3UHbpmaMYBsiNj7QvJaSdGy0wnLs8TnMlkrVkS12ID97Vvuz7VAUNfu6WViKrHLuiAYPr26pW9TtmQ1EU/vIXb6IutnLJ5p7NtXQWXE6NlehOFhF4u24nhvKzFsNAZSpmKfFxIFPi+e7VG2+USK4UNFVhU11wRXKiprgP3yUYZV7L7ubOujANK+yF7ld0bNvrAk/UuLmSM+chxXLEcoWAkWxZ6tJcBsiCeJEYmsoHbm4haCz9t86vq/zcdU2874ZmPnhLy6oWxTWhtR3VuLopymt216/Y/dZC4XQkX+afnuqRAU0imQdFUfjISzaxry2+rPv8xiu38puv2sq//MJ11KziHv+GRABnDf9cV4V9/P479q7Y/Xy+S9+FcFzBx//7KMPrdE9cIllPJEIGTVXLK/LqoiZtNQF2t0SI+Ffvz7yhKaylqLyiKNzYWrUgkauFEPXp6Nql/4E6R4qMrZGCuGThyIJ4CQQNbwx5d+PiO8XxgM6rd9bQWuXtZFzXEuPuLas3rndNU2TV7r1QPnR7Ozvql99V35AIkJ2jy7GaDGYtzqyRAI9EcjmhKAp//e49fODO9kVfG/HrvHZPA/eOH6JtrQ/z8Xu3rfATXuC2LdUY2tr+NfjO2zfx9tval30fv6lRXR9f9n2Wgu0K7j8ysCbfLZFcbmxI+NnWEFzStbGATkuVN1Vi6CrtNQGMVSryAqa25qO+8YDBjRtWZoqnNRpcs3H1/pQlmyrrHFkQL5F4wOAtu+tpiS3upO+1u2p51Y7aKa/du6NmJR+twh0bq9hZF1qVey+GqtDKGJd3jRaoCqydMPoz3ak1+26J5HIi4tf5hdvbuGlT1aJO5O/cVsOfvPmqKUXqq66up7lq5XfYdjVFeO9tbSt+38Wiqgo7muPLvk/RctDKa9eFeODY0Jp9t0RyOaEoCtVhk4aYuagOrN9Q2dEUwjdpQjHs14kFVz4v0lWFjWsgpjUT8RXyge/PrZ0QbqpgY19Gu+MvRmRBvAyaYn7+1yu2LGqneP/5FLY7tctZdsSyRrABGqNTC/PakMmbdtetG5PwusjKjD2uZTh5vjeDfbFOv0QimZGgT+dz793Hh+/auOBrHj8zQn9qatKSL9lUBZcXP/yGOqWoDvk0Pvnq7QTN9SF00ly9tG7RxWhr2O3uThY52pdZs++XSC43NtYG2dm08PyxWHZJF6bbAGkrkOcFzAuxQwFaEv51Ex8DhroiY9P6Ws5/4/kVS9YvsiBeAZqiC+8SnxnJT/PFrQ2byx6bboz4eNe1DXz0tlZeuiXBx1/STti3fmym339be0Xc6/XXNCzq2paqAH5D5TV7GucUhlltLEfwlef7SRXkLohEslA2LWJKZSxX5smzo1NeC/p0PvKSTct6htZEkPfc0sqfv/1q3n9HO5977z6u2RBb1j1Xkrfe0s5N27zJoTfd3EY0uPCOSCig01QT4tW3bkIYaxvz/+bBc5wYyK7pM0gklxOTC9GFMJKdnn+01Syvk6sq0BDzsaU+yKa6AO21ARrjKytmtRyifoNd9d76X8SnL1poqypg0Bj2URtY25+pN1liNCtHp9cr0nZpBTg3mufx80k0ReH4YI7ecZ/Gi9lRF+LtextoivqmWVSkimX+6uEOirbL8CKX76uDBn/wyi3r3iv3Oy/089mHzvLLd2/iT39wCoD6iI+BTImAoVIT9pEslMkUbTQFtjVE2FQboiri49Tw+tnf3RD382u3t66b7rtEsp4ZTJf4x4fP4TM0Tg1k2X9mdMbPNcR8/Olbr2ZbfZjQRYd5tuPyO/91hIOdKYazFs4iVT+/+cs3s7F27ddH5uJI1xiv+eMf8YfvupaPf+Fpyo7LhpoQXcM5FAV2t1ZxfihLevxAdXtrFXWJELUNUbrGiljrZBxPVeC+X7pp3XSXJJL1jCsEXSOeIrztuAxlZs7/FGBLfZBYUJ9R96BnrEjvmJd7LlYVeVNdgPpFNHbWgrLjct/RAVpifoZyFsM5C7+uYjmeWnRVwCBbsnGEwBUQ9+sEDI0N0SAFy614C68HdjaFiC/i0FNyaZAF8QozkrP4q0c66L9oNKI17ueuzVXcsWn2TnDeclBV+MYLAzx0ZmzB36mrCn/9ph3o6vouiIUQOK7gd751jMfHu0Cffec1fPy/jvCO65rZ1xrj/pPDRAzPEy5ru+gqOK5CuuSs8dNDU8RkOF/GdgXvvb6Jq+rDsiiWSBZBulDmj79znAeODE55fUMiwB1bq/mtV2+f9VrXFQxnLZ45P8Ynv3FkUd/7r794HXtb40t55EuK7bj8zXeP8UdfPQjAX/3iTfzbg6cJ+w0+88Gb+eR3TqArkB7NMqbquAJ21Ic5vg66sq1xP44Q9KRKvPemFn72hhaMdX5IK5GsJ1wh6EuW6ByZujaiqd6u8M7G0Jw5R8l2EULwXMfiVhdaq/2rotOw0rhCMJAp8eNTQ7gCNlcHMTWV0yM53rK7ie6xIiXbZTBXpC7kx3FBV2EsN33M/FKjawqGplCwXKpCOptrgzI+rjPWz0ztFUJ1yOT9N7XwjUMDIODN19TzlYP9bKkOVpSlZ2PiRD28yJP1iE9f98UweEIS50fzZIreCegdW6q5pjnKR+7cyMt31hIwNZ7uSU/psMcDJudG104IYQJNgc6RPKlimW11Yb51aIC/f+Q8b9nTyN1bq2VhLJEsgGjA4DdftRUhYChb4hOv2sa/P9FFPKCzuW7uXTpVVaiL+ogt4WS9Prr+kz2AXNGma8QrbhviAd55x0ZCfp0bttTQUh3ipo1VfP25PlB0ELC7KcKh3vWxt6uWyzxzpJ+92+p47MQQn/mv53nv3Vv4wMu3EjBlqiGRzIeqKDTGfZQdQbZoUxsxsV1BruQQMLV58wyfrlJ2XBQWp7diXiaFmaooJAvlin/wVQ1RimWH9kQQU1epDpt0jRapDnjFsKasj2IYPAurs8kc9WEfecvh4TMjVIdNtteFCayxkrfEQ/4ttQq0VgX42CTLkd+4qx1XCMwFCp4cH8xN+bWqwL07atFUODaQ49Rwfsr7N7Wun124+dBVhU01IQpll197ySYUReGNexuBCx3kybiuIGRq5Ky16RAreAcVYUPlRx1e17436RXoG6uD9KVLuMILvBKJZH7qo37+/B27K7/+1Jt3kbecaWPSs/H0uenTM2+5rom26iAHOpI8dGJ4ynt7W2M0LNINYK0I+XUMTWNPe4I/eOdeTF3jLbe0V96/WKX03Eie5rifnuTaHRrG/Do1QYMfPHKKYtnlgac6AKiN+hjOFMkUbFkQSyQLRFUU2iftBIvxEWBtgYJQ2aIzrRiuiRj4dZW85YlyTR6pNjSF2Bq6dywWIbw1wdaqoKc+PUmB+uKBV9sVRP0a6eLaTRjqqoKmwkCuiCugL+M1fBQgHjQplB1ZEK8T5Mj0OkMIwR//8Az9GYt4QGd7rVc8fuiWFhRFoWS7fO35fk4N5+lLl7hna4K372m4rDqUz3enaIkHqA5fUI61XcF/PNfLmZH8tM+HTY2+WfZqVpOoTyNbKPP8DHZLhqbwpffuWzE7AIlEsjA+dd9x/vu5PsI+jTu31dCTLPJHb9xJU9xLIj//0DmeODvKM+eT7GuL87c/u5fAZbTPuv/EIJvqw9THpypP/8Mj5/nac33T9gMVIBEyGFmk9sRyMVSFBp/C9/afn/H9//yNO3nZNU2X9Jkkkhc7wxmL0wN5NFUhFtQpO4KmuI+qkJerjGQthjNlRnNlfLrCzqbwZRUfU4UyAkHUb0zR4knmy/SlSsxoBCIEmTUoiv2mSkcyhz1DlbWjLsTVjdFL/kyS2ZEF8TqkJ1Uk5tfnVIl+6MwoluPysstwXLdYdnBcMaUjdLg/w9df6J/x8wqC2rAnRLba4lohQ/XGjlyBKgSPnh6Z8XOJoMF//vx1q/osEolkOiNZi3ShTFt1EHWWrskLXSm++Vwvn7h3G/7L7PTddQUjmRK1sQtj3gPpEu/85wOzjkFuqQ1haArH+ld3lzhgqER8OpqqENFV/usnJ2b97DP/97W0zzMGL5FIVhYhBNmiQ9g/+4i1Zbt0DBdorQ5M8TS+XLi4qyqE4NRAflZhQU0BRYF0wZ65YF4hFLxdYU1VEEBXOk95FoGzGzbEaEusjN2eZGW4fOYkXkQ0x+bfd7tr8/JsmtaSmRLUhoiPTYkAZ0enF7wChcGsRdjUiPl1UsXV2QlpDBs8cNQT+6kJm6TnsFfKWQ5lx51R7VEikawe1WFzynTJTFyzIbaubJUWg6oqU4ph8Hzcb9uc4OmOJCV7ekZ3eshbs9lYHeDcyOocGrbG/Ty4/yz5kk0kaMzrajCSKcmCWCK5xCiKQmSeEWhTV9nasL5V9+fi4hFjRVGIB70pmZkcCBwBCIj4dZL51ckfDU1hrGSRytneqp2hzloMAzPGccnaIrN5ybogsQChnKzloKuClphJ80U7gVV+nURweec7pwYvdFeGs9acNiYl2+X5nvSyvk8ikUgWgiu8LvB8SVTnaIGakMnupsiU12N+bV5Rx3kpWeRLXjKZyZcZnsVecIIHnu9d3vdJJBLJAhBCEDTVee34HAGxoE5VaGquqCoQWubYuK4ppMbjowBy89g89c0TPyWXHtkhlqwpPakiz/akODWcJ72Azq/lCCzHJu7XaYr6KorUPsMbDdpWE6BQdunNXPAqVRVv362tyo8rBOdGi8xU6y42IO4/N8b1l4GVi0QiuTwZSJf4/tFBvntkgHRh/vjoCBjOWRRth6ubIhweV6Buqw5ycijH1U0RVAVODeYojCdsE4q0+zbEGM1bFMouAzMka8YiR8+/92w3n3zz7vk/KJFIJEvAdQXJgs1wxpoxp5vxGuH9ryqkk8zZCLwiuVQWJMb3rLMlG+uixd8J4TGBIF1Y/j7ycM7Cst3LRuH7xYAsiCVryiPnRqepai+EZNEmbGqoimc14ApBoexW1KhjPpWIX0cBRvNlQqZGX6ZEddBgpkNEXVXoWuSJ3cNnRviFWzYQkgqqEolkFXj49AhfeKJrURYqANmSw+HeDNXjYlslx8UVcHJ8tFpXFVqq/Ji6ymi+jKkpHOnPoKoKyixdltHU4pSsj3aneO7cKNduvHzXeyQSyfqlaLv0JpfWabVdiAQ00gUHdfxYsDh+SGioKj6/Fycd1+tA265ACM8TeibcRUZpAXSMFdhae/mOrl9pyKMJyZpiLWOPIms5bK0J0BgxK92OCcquYDRfZiRfRox/Frzdk5nClk9XGcsvTqU1VbD50tM9S3x6iUQimZu8Nd1CZTHUR3zsaYnSNTa1mLVdwWDWojtZJG85JAtep6Q55qc4S0zuG168YNdvf/EA7jxjjBKJRLIU3GVqAquKQnXYwLpIaUsAjgsl2yuEHUGlGJ4tZ71Y/X8hHO3PULLXzhJKMhVZEEvWlOUKCxiqwlDOWvDnZwtaZcclvIQdkv9+oZ/OsdVVvpZIJC9Oluu/bruCE4PZBSdrmaI96whfIjq/2OPFHDg7wlcfP7/o6yQSiWQ+3GXqUimK5+2+UOVpx53dD1pbgttL2RUc7sss+jrJ6iALYsmaUlro4scMtMX9dCQXN8Y322mc5YhZLVzmwnEFn3no3DRDeIlEIlku+WUUxNvqQpwfK8y4IjIbY4Uy2ixhMLhEz/U/+urzjGWlgIxEIllZnGXkXQoCyxaUF5mD6rPkiUtIHwE4N1pgZBFNHcnqIQtiyZqyuXrpPmxLqaXzZZfADL579WGTQnlhyefFJ4QHe9J8+9DA4h9GIpFI5uD61qVbRwWXqJpaP0MnuDpo0Nm3MFV9/aKKejBd5OP/dkAeGkokkhUlaGhLLkR1VWUpIUmfYYlYAbLW0u2cnu5MYq+mQbJkQShC/i0lWUNcIUgVbL51ZICBbGnaLvBsRHwamdLSuifNMT99qRKpSddXBXSG00WOThpfecPuBmrCBo+cGSUeMKiL+Lh7SzXVIZNvH+7nv5/vr3zWp6v87dt3s2G51iYSiUQyieGsxX8808NDp0cYzi68k1Af8y1aFwFge12IZL48Ze84YKjEcfnh052V1165t4mbttXy6FHvMDAWMnnTja2014U51ZfmF//28Sn3/YcP38Jbbm5b9PNIJBLJbDiuIJm3Gc5ai+r2+jSFvLX4ItTQFBxXkL0o//SbCmfG8pVfx/w6LXE/OcshW3IwNYXGqJ94wEBTFX50cmjK9M7m6iDXtiz9AFSyfGSHWLKmqIrCwd4MXcnCgothgEzJoTZkEvMvXuF5KFsi5PO6J00RExyHI92pKcVwPGDw+LlRvndkkLfsbSRkapwZyvGJbx3lo189xGuuqufqxgtenyXb5f/+6PS8PngSiUSyGM6P5jncl15UMQzQWuWnNmwu+vtODOaoDnnX1UdMSGZJ9SWnFMOqotA7VuDPv3mYl+9pYk97gs6hHL/6z09x5+99H7+p8cGXb5ty39/64gH6JiWMEolEslwsx2UoW1r06LOmKmjK7KrRs1F2BD5dRVW8HeSSsCkJe0oxDF6MPNKfRVdVWqsCFG2XYwNZfnxqmI7RPDdsiE/5/JmRPP3Sm3hNkR1iyZpyfrTA557oJuRT5gxouqrQGPVhqIonhOAKxvIlTF1jOLe4UZWqgE5vysKnqyQCOumSjRBQKjs825lc0M7dtS1RfveV2/jkd45xcjDHltoQrit4895GXrGjdlHPI5FIJDORLpb54H+8QNjUOD00ezFpago1YR/1MR+uK9BVhVzZoS9dIu7X6VtkohXSVCzHpSniwypalMouuIInj/WRWUDXuS7m55H/fS9/9NWDfOmRczQngmyqD7OxPsJfvO+GRT2LRCKRzIQQgue60hiagjJHf2/Ca92vqyiK51+sqgrZokPIVMktslOsq5C3XHy6gqopuK5AAH3ZYsXRZD5esqWaVNHm2e4UuqpQEzIp2g73bK1BWYJAl2T5yIJYsmYIIfj7/d3YrsPIRUlWyNRQAFNTiQd1LNulZLvYrkvA0KYEnajPoHsWj8ygoZIvu0T9OgXLoewK/LpKtujQc1GSaGoKPSM5rHlOGhuiPvrTJe7eWs3/eOlmUoUydREfQgiODWTZ1RCZ83qJRCJZCH/36HlO9Gc52D11fzdoavjH1aA31gQpOi6lsstwvkxDxKQ/c6GbvK02OO36CUKmRtF2ifg0bFeQK3k2T61hg/0nR6Z9vt6EF86NzvnMjfEAQ+kiO5pjfPljd3rXxf1oqsqBMyNcuzGxJAFDiUQimcxgukRvqoSmKihciCkKeDFGeN1cz0NYUCwLfLpCyb6Q4/kNlVJ5ZhdhBa8LLISnjWA7XuEbNFWS+emNGE2Hs/NMwRiqgqYquEJw68YEEZ+Opni7yZmSjamp+GZR+pesLrIglqwZxway/ODEMMni1GLYp6tEfRplxwUELnMnT7oKZYcZd4odxxM7yJQchBDc0BqjZLsc7Jkudd8W9/P4melJ4ASG5nWxt9WFCJgaR3oz7KgP84FbW9k5XgSXbFcGM4lEsmzG8hYf/sohhjPWtFWMq5uj9GeKCDG/uKAQgta4nxODuWnvbY77OdQxRsFyKNkut++sw9BVfvJC/7TPxoMGJ07NLh7o01VKtsvNW6spWg4netPEwz7+5N37eP0NGwAoWDZ+Q5MdEIlEsmyePDdGxDS4uL8bNLymB7AgH/eQTyM3Q/4YMFWyRRvG42zIVNF1lVzRmdHKbsyySJdmnlhUFXAF1IVMTFVlpGBRclx21UfYVhdCVZSKr7Iq4+OaIAtiyZrxk9MjnBzKkbNsCmWHCUtiv65iAaS7RgABAABJREFUaCwqaQoZKqmiS8lxifp0SmWXZKFMX2bhe3ftVX4eOz1zQbwh7ifo0ymMjyH6dRXhCrKWg19X+Ys3X8WW2tCCv0sikUjm4khfhr956BydI3kifp2BSbFsS12I4UUIZvkNlbhP4+xwnkTIJKQqpPMWJ3ozC9Y9qI/6eOFY34zv1UZ8tNWGGEwV6BstUCw77G5PcLQ7BcBf/+KNvPuOTQt+XolEIpkLxxU8dmaURMBEUUGIC/liQFeniV7NR9BUKVgOqqpgal5XuWA5C7atU4DhUmnGkWlDVWiM+BGu99y2KwiYKh2pAgDtiQDXtcTkQeEas3hFIolkhbitvYqHzo4RMTUURUNXHBIhH6amUCjblBcYiYQQqIpKZ7LA9togz84yHjgXIVPjybPeKKCqwDXNUQCO92cp2t44jakpnB3xxqzLjqA4btO0vT7M5x/v4JrmKG+/tgljsSoNEolEchG7GsIkQgauCDCaL9NeHSAeMFAUFrynNkHE0DjenWZTbYjnzo5i2YtXV82nL4wC3rSlGhToHyvSMex1nnVN5dxAtvKZCRuRvW1V/NtPT/Oj53v57AdvJmDKtEMikSwPTVXYUBWgL1XEEZAYj41F20XBG5FeaIGpqVAcF3W1HUFhCRZKQr0Ql+tCJkFDJ192GMyVcITAFQLXpdJZnshuYz4dxYVDPRm21IWWbJcnWT7ybybJmuHTVbZUBznY640v14QMzo0WcIU38tJW5aNkO2iqRr48e4AKGhoH+7ykrDNZJOzTFn062J4IUBM0eOrcKNvrwxzp9xI7v6ZguwrxoMHxSSOHAm90Ol20OT3s7R0fHcjydGeKP37NdiI++UdLIpEsHUVRuLm9is88fL7yWsF2K1ZKe5qjdI4VaIz6OD82s4bCBGcHMhRtl6N9GTbVhTjeO31lZC6uaokS9mn0DmeJBgwePz4IwPVbajg/lGVTfZjHjk0dp06EfZhaloFknu4Rr5g+1pXkz993A7ftrF/U90skEsnF1IRNzg57sWUwW8KnqxW3kqqggSrAVQTaPIY6qqKQGy9mw36NsrO4/NHQvANBXVWwXYGhqORLDkGf971xv4FVntrgUfGaL4mAOT6u7fJ8V5r26gCN8ele8JLVR7ayJPPirtJUve0K9jVHKhvCw7lyZTwlETSwHOhOlRkr2Mw12a8qF/4zzpdd6iK+RT2HqSkMZC2GCzY7WmKMThpFDJg6flObtn/nCuhLl6gNmxURLlfAqaEc9x8ZXNT3SySSyxchxJzxaTn33VwTpH48nqWLdqUYbor5cFxBVcCgY7RQEdiaicawOWU/ridjoS9C1EpXFQJ+neNDeVo21dFaG668d7Y/Q9inVQrkyTx2bIC9GxNkChfi6fGeFH9539EFf7dEIrn8Wc3NzNqwAXj510QxrCpQdl3yjs3ZsTxi2pbxBVQVT0V/nGzRIWAsrjTyGRoFy6U5FGB7dbjimFIquzSF/egzlFp5y6U1FsCdNAlZdgTnhgurlnNL5ka2sSSz0p0s8mxPipNDeXy6Sn3Y5OXba6gKGMu+96G+DPcd84zJa0MGg7mp+3C6qnJkwCtCLUfQGjdmFY+5ONQN58rsrA9xbGC6iMzFbK0N0ZcpkR8PiMWyS0vcz3DO29cbK8y+p1e03Sld4wm+f2yQV19VJ7vEEskVTH+6yA+PD/PgyWGyJZvt9WHetKeRazfEln3vM0M5/u7R8xzqzXDX1moGMtNtkw5P8k1vjgdmVdqfqfa9cWs1z5yZf3T61u01HO3PcmJSLA1HL3QvRrNz2zntn6FQ/umhPl44P8o17Yk5r5VIJJcvjisYzlgk8zZ5yyFoaiRCBrXRxXujX0zJdjkzlKMvVaI5Pr0B4groz5Qqa3eWEPhmOwMUMzR9FNCU+QULg6ZK3nIrAl4Ati0qNk/e1sjsN8mXpsdf2xX0p0o0yS7xJUd2iCWz0jFW4ImOFKP5Mn3pEgd7MzMmZoul7Lh8+bk+hnNlRvNlbm2PT+tYFG2nksgVbZd0SRA2dTwlfS/A+DSFgK6SKk4dp7ZdQUeyRFNs7k7xxkSAnnRpimiCoigY+vJ2OAazFs92pZZ1D4lEsr5JFmz+6fFOzgznGchYPHx6lKc7kity779/rIMXejOeBVJVgJrQ1CSyOmiiTQqZg5kim6uDRH265xEChAyNqoCOqU3PBA/1ZrhuY9WczxDyaRztz04T3bLE8oRfHFfwxYfOLOseEolkfaMq0D1aJF2wsR1BumAznLVWpFvcPVagL+XlorYLscDU5kPQ1LAnfU9PqkjJdRDju8VCCCb+T1WZJpxVsFz8C9jlnUnmxnZclquN1Zdcfp4tWTyyIJbMylB2ukLzl5/tG7dDmkrZcTk3mp/xvd50kfuPDfL5JzoZyJQwNJV37m2svH90IMdHbm2hJeajJeajKqAzmi+zpTpY+Ux/xuL5vhzJgkt3qoxf1+lKlTk8UMA3i4iVrqqVQrshYtJWFSBoqJUEMeSbOeDl7MXtj8zEj04ML/seEolk/dI5Wpj22pef6eGFnplF/Z7pTFKaIbYMZkr8+1NdfOqBU/zw+BBCCH7lro2Ex+PTfYcH+D+v38FNbXHqIya7GsKcGsqxvf7C6HKyYHOoN03esvHrKo0Rk0RQpydZrIjFXMzxwRx1Ue/QMBE22bexCl319BIAtjVGZ1Sg7s/bNMQD8/zuzM039p+nuEhhMIlEcvlg2WJawZgtOvSnZi72MkW7IsQ3GccVDKUtzg/l6RguIISgrTpIZDw+DqRLbKkJ0lLlJ2CoxAI6BcuhIeSrrOM5QtCZKnB6LMdAoURnJk/RcTg9luPcLL7BuZJDyLyQW07kixPbKYbGzBM2ikLYv7zpwJzlkCkuXthLsjzkTKdkGo+dG6MrWZx26gZe9/WJjiSj+TK2K3jT7npUxTMa338+ybnRAj93XRO1YZPRfJlHzo5xqC9DXdgka9n801NdvHZXHXuaotw6HKM3XcJyXE4M5Xn/TS0cG8jydFeaiM9T6LuYofHR6iMLGIfOlGy21IZQFe+6XNkhGjCoDhqgKJydIaEFz9M44tPJzOIntxCe7U7RlyrSGJNjLxLJlcQLPWk+/1gHr9xZN+P73zsyyNG+DE+eH+P3X7Od+PiKybnhPL/zreN87KUbuWVjgpLt8o2Dvdx3eBDHFdRETfafH6M7VeRnr2/mvTdt4OHTI7iu4JuH+vnYSzZxcjDLj04MoRCcsTuRHk+iJusgzNatUBRoqAqypTHCQMbi3GiBzU2eeJZPUzkzMnOiKISgIRGkPzlz/FwIY1mLbz7VwTtvl1ZMEsmVhOMKjvVmaa7yoyiVgZUKo9kypq4ymLLYUO2vFI8K8FxHhvqYSWPMh6LAcLbMQKqEZYvKeLJlu7TXBthWH+ZYfwZNVTg7UmBLXZBEyKA/XcTveFWrNi5yNZmJvK477a2YzNXNtV0I+zRsV5ArOfgMFSEEYVOlbAvK4v9n77/jJLuqc/H7Obly6BymJ+eghCJIYASYYEAgI2NkzCXYXBuTLfjZYJAAE0zytcEEG/u1sX2vyCAyGBtEUA4jzWhy7py7cp203z+qu6aqq6q7qro6TT3fj/Gowjm1u6d7zVln771W+ZuNZRbl1GxoJovgEhNrqg37EFOJtOXgvnPT+OXpKWQX2GP28gOduHpDCKcm0vjh0TEMx7ILNkHf1ubFhelcEHrO9lYEdAVfemhwyePd1urFqYn6L87ma/UqePz8DFwhqmrqXskrrujG667ra9i4iGj1ZSwHTw7Gcdf3j+Urk5bz/D3t+Mvn78DZiRT+5b7z+NWpyQV7Wu7u8uPC7OzJDZujeMP1G/C6/zxYdR/MSra3ePFog5ZyA4AmA0cPD0CCVHZFULWu29mOH73/txs2LiJaGzKWg6ODSdhO5WsoQ5VxoC8A2xUYmTExPL3w9aMi5XbjuiLXV31nlw8/PzWBeI0dRebzqTLavY2duJBkgbTlltwMqIUsAddvjUJtRHZNVWFCTGXFszYuTGfwzSdHkJp30SdLwDV9YWxp8eKR/hhOjJefSZivL2JgLGnmL/C2tfowljSRtlwMxkqXZ1erK6BhJGFCoDGBw6NIkCRAFgKHh2prT1Io4tXwH394BZutE11iXCHwm9NTuPvhgaLiVnOevjWKZ+9ow+GhOL79xHBV59wQ9QCSlC/kt6czgNF4Fq1+DYeHEoscXZmuSMikrZpb0VUiA4h6FAQkgZ88dH5J53r4ky/Btq5QQ8ZFRGvHTMrCdMrGaJlrO68moz2kwxXA4FSmqpt+MgBDu9hWyVAlSJIEFwInJhdfMbiQnVE/snbjUiFNlSABJfVtarWz04+uRWrhUONwDzGVFTRU7O0M4OmbIgCKK5Xu6wzggfMzuPvx4aqTYQAYmMkWVV4+NZFCLGNDlXOVpuuhKxI8qoxWr4buwNKrFwK5Xp+qEDgyXH8yDADTaQvDDShCRkRriyxJuHFbC97w9I2zjy++9oytUTx0bhof/vGJqpNhAOifyqAjeDGGHRlJYCJl4eR4CrsL9gvXQgiBTr8OQ5KxtysAaUlrXnJcAAFJ4BeP9S/5XA8eZ60FoktR2KdhQ4unZJrCq0mwHIHzExn0T1aXDAO5uKMUBNqsLZCxXJiWwPYWf/3jNFRkXRceXW5IfARy/z6U2/JXq1ia+4hXEhNiWtAztkTxzK1RdMwmm9dtDOPYWH1341wB+DQFYY9adAHpVZWa+mICgASBTWEDAU3BUyNJnJ/O4NREChsaUNJfQq6v3FKXKgLI96MjokvPFRtC+NObNuGa2RuHN21rwanxVN2/9xcm0mj1a/AXVDgNGmpdVUu3Rjzo8Wl4+OQk+qfSeOTMNPY2aDbWkeUFt9NUq1yRMSK6NCiyhO1dPrTM9gr2ahIURS7Z11utRNaBocrQCpYRS6ivz3Gn38DmiBeGnOshPJWyIMlSQ6pg247bkF7C7Ee8srhjmxZkqDKev6sNG8IeJEwHPzsxAXMJSd65qdwe4t5wbvk0kGuMHss6+d5t1dgY8ZTtM9yQ8CFJSy6bP4e9iIkuXZIk4ZVP68WBnhCu3xLFDw6NYjhW/6qQsYQJJIBrNkfw1EhumbTtCkynLMhS+TYf5WwKG7jv+ETJ8wOT6VyVmyUGuAbkwgCAlgCXAxJdyiI+DV5Ngd+Qkcq6mEhYix+0gKztwqfL+ZuOAkDWcWu6fvRrCmSU9gFOmg4CuoIllEYAkCss1ohcVuP+4RXFGWJalCRJ2N8dxBND8QWLyNSicEZ4PGmh3V/dLIgQAhvDBo5WqDJ9ejzVkAp/jbAp6kWkTKVuIrq07O0OYjxh4kSdq2fmOzWWzC81TJoOJtMWOoPVJY/dAR1HL5Rv/TQ0k8GWNl/Z12ohSUu/2msJGNi3MbLk8xDR2mZoMnRFxlRyacnwnJTpQlcvXugpQsbGcHWt4PyagjavXjHp1dQGpEVi6ZMzkgSEvPVtJaT6MCGmqmUr9LOsx+i8HsdJ08GWloUr/UU9KjyKhKOjyYrBxhFAuAGl6peaU+/u8ONTL9/LglpETaJRNwsBYDJpob2gJoIrgM7QwglxQFfQpil4/PRUvv1SOT6tMTfpPFr5Pu7V6Ah78OM7f5sFtYiaxFyF6EbRleL0xVAWTmcUCdgc8SKgqvnCXOU0YpmyqkgwlphY7+kOoD3YmLo4VB0mxFSVwZlMQwtEqWXyxIC+8AWWR5UxVUWRgaUuU27zKnhwCW1KnrW9BR9+8W54l3DBSETrRyxj4b7TUw09pzPvwmx+tf/5OrwaDg+UnxkulF1isZdWj4LDR0eQqfM8l29uwU/vej62dzMZJmoGQoglL5UuOee8x5Ytyl5Xzgl5VKSy7qIzt8klVuOXIOACyNQ5gaQpEi7bEERbg4rEUvW4npMW9fhADN8/Mtag+nsX6YpUtB95Om1hf6cf0xkbEnL7MAbjuZnkDr+GmcziATVoKEsu1GItYYPcTVtb8K6bty04MxxLW4AkIeRRIYTItQ5wBeQaC4sR0eo7PBTHp392CiMNrig/fwbkzGQal/eGkDJt2LMXW6en0pAkCWFDRSy1eHzUFQmGtrT74AFZwlgsU9exWzuD+P5fPQ/+BVbxJDIWYmkbPVFvPj46riiqMEtE64PluDgzmsZMgysmz48GrgC2Rv1I2Q5sIaBKEoYSWTiugCwBYUMr2TNcjt9QYFr1X+0qsoy4Wd/XKknAZRtC8BuVJ1OEEEiZDny6AkkqLgLGFYlLw4SYKnKFwIXpDL715AisBq118agSPFquqrRfVzCWNNHu1zGZtmA5AiOJLLqCBh44N4OIV8WmiAHbFZhIWpis4oKvN+zB+Zn6L0wDuozAAsFoIWGPijfdtKlsUDo1nsLnf30OWduF6Qi0+jVMpizsaPOjJ2wgnrVhOwKX9YSws8OHNp/OBJloDXOFwFTKwkd+fAID0/UliPMZqoxWvw7bdRH1aBiKZbGz1Yf+eBaqLOGpkQTa/ToeO5ErmHXDjlY4jsBM2qyqV/H+DWEcHq6/pzEA+AMGAh4ViTp6bP7D/76+bDI8kcjiTV9+DNMpC4msjfaggcmEiS3tfmzv9EOIXAuSy/rCePr2Vmxs9UFvxF4/IloWQggIAGfHGpsMa6oE4ebOLQHw6DJcNzeBkrUEFMgQwoVpC2wMefITOdUkw4YqLykZBgBdk+AV8oLLsivZ3OotmwwLIXB0OIl4xp5N8HPXhqosIeDJXU+bjoBHy/374dMVqGulmM46woSYyjo3mcY3nxzBZMpEYVHpkKHAr6uwhUDGchCvYXnJlhYvBmKZfH82jybDUGTcf24GiixBlyVsafMiPfv6dNrGdA2BVJKAsSUWbegKGhhPljaSr8ZtV/Yg5ClfBOFfHriA4fjF887tN3xsIIbHBi6+7zdnpwHkAt3ODj9+74oubG+rv8ceETXeeMLEB35wDCfGkkVL4/y6gk0tXozEswh5NJyZqL5P+6YWL+KWg5nZ2YXxlIktYQ/++8kRqIoE2xF4xr52GPLFRPC+E6WVpBcyfxl2rXZ2+HFsLFlXBdWXXNOH63d2lH3tC/9zGocKlntPz978nEiaePjsxaXoP3wy19dZloDtHQH80bO24EWXdXFmhGgNEULg9FgasZRd1GJJkgCfriBjOfBoClJZp+qVh7KU25tr2rkjnKwDryFjOm3DnU2QW/0ahABmMrnrq2QVSXAhn64gY9a/QlCVc4m3Ukcy6tFkdEfK19EZS5gYixdel+a+B1mU1q64MJm7OaurMrrDBvqiHk6uVEkSjWi6RZeU6bSFv733bL6svSZLeNb2Fmxv9WFjNFfJ7+ELM/jZiQnMVDlLYKi5IgOZ2eXIPk3BdMrG0LxlhmGPWvU5y9nTGcBkykK8jgI3m6IejMRNyJLAubFkTUVyZAloDxh42YFOvHBvB7SC5Y6DMxm8+7vHah4PkPsH5Jb9nbj1ss78XUEiWj2W4+JP734SJ2crSssS8OL9nbh6UwTP3N4KAHhyMIa//58zNVWd3tcbxNnJdP5xp0fFI/P2JbcENEwuYS/eFRvDiJsOBmdqn9HeEPXCdQWGZ9JwpxI4NjBT0/FtIQOvfMYWvPOl+9FSUDHbcQVu/ptfYDxR343I5+7rwF/fug/BCjcjiWjlCCFwbjxTlMCFvCqifhXtQR2SJMFyXJweTSNWw4RHwKMgkbl4TeYzZEzMmwBR5FxXuXoXNPp0GbosI2O5Nd9kUyRAVWUksw58hlzzrLgsAa0BHZtavfDNq6dzeDBe9x5sv65gT0+g5JxUimuOqEjGcvDlhweKkuF337wVN29vzSfDQO6XrJrEVZUlbG7xQFOkfDIM5ALP/GQYwJKSYQA4MpJAImujO6BhU8RA4VSGT5PRGzKwvbW07UiLT8PATBYZ20XKEtjXHazpc10BjMSz+OJvzuNrjw0Vvfbg+douHAsJAXz7yRF88TcX6m5mT0SN8/GfnsonwwDwNy/bi3c+Z1s+GQZys73VJsPXbIqgt8VTlAz7dQWnRkqXNi8lGQaAx8/P4OxIEttafNjXGYC/oPCfDODyDSHs6ChdkeLVZLiuwOBMBi4kdPZEav7s8VgW//DDo3jDP/yq6PlHz03VnQwDwH8dHsXrvvQwJhKN3cNNRLUbixfPZvZEDOzq9qMjZOSTTE2Rq67VEjAUGKpclAwDgFnmeMddWiXrlOliOmNDUSXomlTSB9hnKBAQmD+PKISArsn5glzprFPUWrQarsh97x4/H4NT8EVkLbemGwfzJU0Hj5+PIb7Ea+tmwCXTVOSpkQSG4ya2tnqRtlz0hgz4y9xZGowtfvGxpcWDiZRV9r2KtHz3YpKmg1MTuYvLjVEPxlO5QNAdMnBqIo1trbnE3lAk9EU8cEUuES9MOCcyDoKGUtOS8Dk/PjqG9oAOn6FiPGHi6weHl/w1/frMFNKWgzfftKmk2A4RrYyzEyn8/MQ4esIGtrX5cXYyjWs2RUred2J08WR4e7sPDoCnRksT346AjmOz2ycazREivzz5mi1RHBqOAwD29gRxsD+G3tlle4oE7O8Nw3EFLMfFsYIEfSTt4MptrXjsVG1LtgHg54eG8Q8/OIKNPWFIkPD+bx1e8td0ZCiO//VPD+GfXnd1xWWHRLS8HFdgeNqEJAFtAR3jcRMd4dJqyabt5iddKlGk3LLfRJlrMFlC2ecbZS6xDRXUO1AV5BNTXckV+ssVtsotYI4XJOwCEgKzy7lrZbsCp0ZTiPhUKLKEk6OpRb9X1Zzzif4Y9vUEEfFxJU0lXDJNRZ4aSaAnZCBgqLAcFyfHUzhQZrb08HAc//noUJkzXNQXMTBS4c5/xKNCliU8MZgouhvWKIoEbGvzYyJlIW272N7qxamJdL4Qw6aoB+enMwveTfRKAkfKzNIsRgJwZV8EZybTJZW0l+rK3hDe/qzNrLhKtAoeuzCDsFfFhogXuirje4dG8Dv7OkqW1w3NZPC6/3h8wdYbV2+K4EiZZBjIzchuCHpw37Gxutt3LObAhhBMV+D8VBqbW30YmE7nL7x2dQYwEs/m9/KWs8kr4ycPna/rs/dvbsGkUODR5IZ+fX0tXvzn/74WrYGFezYTUeNlbRcZ04HfUKEqEiYTFkJeBeq8m/iuEHhqIIH0Avt1fbqM1AKv+w0ZSdPN15xpNL+uQFdlZEwXEgSElKvjAOT2+wILt1YyNKnupF0CIMu5CtKNvDyWZ6tYh7ycCy2HCTHlJU2n7GxwJf/xyACeGqk8E7Kt1YsLi+xV82kyBmfMJS+Vnm97mw+DcRMhIxeME1m75sQ0YijQ5VyBsWpbqng1GWGvhha/gaEqZtHr8ZwdrXjddRuW5dxEVF4mXwywuhj5lUcG8Plfnqv4+p6uAM4vEh81RUJIlnDwXP3bLsppD+pIWA4gSdjU4kUia5fsx1tMWJcRUSWMjifw+OnqZooNTUbIZ+DKPd04NBSvZ+iL2t8bwr/+0TXwcs8c0YqyHbck+a0kkbFxZLDy9aOE0l7D5fh0GRNVdCCpVVBXYLu582dsN1/Mq3q5GWRIqGk/sSIBfo+6pGXSC1FlCVduDDE+lsG1l5RXSzIMADfvaEXrAssvqqloqsoyekKNv5s/ljAR9igIGiomU1Zds7TTWQejaQe9US+2tvngWaTNxzWbogh5dWQdLFsyDAA/OzGBo3XMXBNR/TyaUnUyDAAvu7x7wVoE1RQ5sR2BoLfxS9ySWQe7OgJoC+h1JcMAMGO6OJdyoEX8uGZnO1qDC8fx516zCbt2dkOLBJYtGQaAQwMx/PtvKt+IIKLlUW0yDAABz2yRrQqvV91WTarhvTVQFQkSBBxX1JEM5waWMl0kMw7CHhXGImP06zI8mgxHYNmSYSC3fPrkaPXdD5oJE2Kq28B0pujOnEeV0BXUsbXVi86gXtU+Y48m40gV++1qNZOxEUvb8GlL/xGfzDiQFAVRnwavJqPNf3FPjKHKiPo0aIqE0Xi2ocujF7KUQl1EtPz6p9IlN662tvlwWW8Ie3uCOD6+eNzb3OLFr46ON3xsKdPB4YEYtrb6MLXEVnUx00VM07FnYxQAsL0nnH9NV2X0tOaKdAlZXlLxrFr85NDIinwOEdXHdnLFogqvmDyqBJ8uw28osJzFt1LIEjCRtMoW2FqqqbQNQ5eLisHWQ5JyibF39lrUUItvAeizj1WlsdtHFjKVsmBX8f1tNlxITnWxHBffPzJW9Fxv2IMLMxlMpqu7wJIlYHIJF2NBXUHczN196wwYODmRLNpvsTHqwXADLsAkCHT4NNgeBSGvjum0hb3dQWiyjFjWRiLroDWgIraMRR7mmyuEQ0Rr09///ExRfYS93QGcm85gpIY+5/ISrlmCXhXprANNlXHZxjBGZzI4M3ZxZmBHZwCPXphBV9jA4MzSVrTsjhjIugI3X7sFR0cSuOnqzbNfu8DZiTT2tIdwZHjlVrUcGYpjOmUi4ist6ENEq294xkS2INmUJSBj52JGtTyajGSde4il2f+5mCueJRArKIylSEA87SDoVUsqXNfKp0twhUDIoyKeseHVZQgBKLKEZNaBIks1t2laqpm0jdYA42MhJsRUlwvTmZLZ0FrbArX6dDx8IVbX529p8WIwlsXuDj/6Z7I4M5XG1hYfUpaTn5kWQoJPq69SdCEBCaoi42hBAZyhWPFF7Uq3REqv0J1EIqpd1nZLlgX79Nr+ufVqMh6ucm/ufJ1hA5IiYUdXAJNJC08MxHBZbwiyJOHseAqOK2CoMlwhMFFDgl5JWpZxqP/iqpVT81pOrfTFHpDbo8iEmGhtmr8s2FDlmq9rsnXOckrIbVkRs8l3LGPDp8swVAmWkytkpSgShCvBbcC1XSrrwobIdwGdX0xsOQrLLoZtPEtxyTTVZVPUi5bZ/cOylCugVa6vcCWyBPRPZ9AV1FFPwWSPpsAVwKmJdP4u41jSwljSwr7OAPqiXlyYSWMsaWJTtBFtOCRsafUu/rYVorHKNNGaZagyfmvHxb7EV2wI4UQVS6QLtXtUqLKE1mDtSV1bUMdM2saR4US+IODp8RSG4lncuLMV27oCODuVgiuAvd2hms8/nyxJuGpzdMnnaaTl2FdIRI3RFrhYG8GryTUnhT4j1/d3sdou5SgykLYcpEw3X8k6ZbqwXcBvKPDrCuSKu5trpygSQh61rmvd5bKWxrJW8F8MqosiS3jpvg787mWd2BT14NxUpqbiWK4AeiMeeHUZG+roG3luMoUN4eLPS80unXEBTKQsCEhwBXBuKoOtLV541PojwIVYFl5t7Syo4L09orXtddf34W3P3oKXHOjE4aE4drT5azpeVxV0dQSwry+8+JvnOTaYwGW9xYluIpvbr9c/ncHgTGZ2eWKuldTWNj+6w/UXNzwzmcZ4emX2BxPR+tcW0rGhxYMNLR5kLBeKUvv1WdSn1VwMFkA+8Z3PcQXiGQeOKzA3+ZwyXWhKbm9zvRwXSGYcqHV8jbRymBBT3ToDOr795AjOTGZguwKyJMGrylX3yLUcF50BAwN17F9r9ekYrbA/OGM5mN9N7PRkGqoiY1Mdyfec8ZSJba2+uo9vpLGEiZlM41sNEFFjbIh68c3Hh/DdJ0dgOQK2K6DKEoJGdTfWxjIWOgM6HjszVfNnR/0axirEx+m0VXJz8PR4EuMJE1f2heu+KJhJWbhuW0udRzfeExdYeJBorZIlCRnLQf9kBgIXl/BqVSaNGdOFEECqzu1jCzVBmb8Cz3IEUqaLgEepe2ZVkiR41LXT6mg5K1mvV0yIqW5J00HhNuLJlAW/riy69CWoKwgZKp4YTOD+czN17Z9QZKliRef+mSy6gwYUCZAhMLeiJpF1cG46UzKzXK2sI+BZQ73bGNCI1i7TdjFVUIX/+EgCrV4tX1W0EkWSsC3ixfGz07j30CjidfyeJ00HwxV6HKdMB3tml0nripRPji1H4LELM7i8jhlpAHAhYbQB+5EbZaUqWhNRfQrbGVm2gEeTq0qIfYYM03UxlbaQrrOo1oLXndLcHwISRH6CJZFx4FlC55JU1qk64V9uK9URZT1ZO2tAad15bKC4INZ02kbIWDzZNFQFj/TXXkyrK6gj6tNz5fgFsCnqgSpLGEmYSMwrnGU5Ltp8GgZjWeiQ0OnXMJwwZ0vgO1AkoJ54sFZK1feGDfRF186eZiIqdt+ZqaK4lDIdJLM2nEWuh7a0ePHzJ2tvGxTxadjRGYAQwMhMGkG/jqBXxUzKwrnJdNF7j40kcNmGEA4NxODRFLT6Fdiui5m0jUODMXSGDIzU0Uu93a/jTM1HLY8XHOha7SEQUQWm7Zbc1M9YbklbovlUWaqrbzoAhL0qJACm40KVZWiqDNcVJdeP8ayDsFfNj0+RJXg1CWlrdqbYUEqOqYah1l8Vu9E66qhNcanjDDHVbazMbMD56Sz6FlmWnDBt7GgrXXocNBZejhLxajg3ncFg3MRgwsRg3MT5mSy6ggYiHhU72nz5MgjDcRP9M1m4AsjYLjK2C0nKvTqZtrGlpfZksi9k4Ngy9EyuR9SrLf4mIlo1F6bSJc+NxE20L1L5+OxUGs/a217yfNCjLjg7EfVrODQUw+GROMYzNs5MpPBEfwxhrwZDlXH5hlC+EGLKdPBEfwyuyP33RNLMz5hYjkCkjviyvdWHR+tY3r0cDFVG2Mv7/URrVbbCUmdrkZkK2xVo9ZXGJwm5ZLkSCUDGdJDMurDsXKXndNYFIOW2sniUfK9gIFcZf64JlO2K/PUjkEvca02eVLn+qtjLgUUHS/E7QnXJ2i7OTJZe8AFAPG0vuI84Y7twIXDNxotFX3Z3+OEIYFeHH4pUfGzUq2JPpx/jKatkbzAAjCZMJCwHk2kLm1u8aPNraPdr2Bz1ojdsYGe7D16teKnzULy25XS9AR1H1lDv36fVuayRiFbGfRWSw/OT6XxiWo7tCpyezuDZBzrzy+v29Ybg86rY3hWAMe9CxlBlXLUpAkuIsjcUT4wmYDkuDvbH0NfiRUdQx8YWL7a1+9AT9uCKvjD2dgeKZjyOjSTQHa6+3sLuDj+ODcbWTCuP5+ztKLqAJaK1ZTpVfpbXFVi0gFXKdBEt2H6iqxK8mgJFksomxUGPgqChwC2Tj2ZmVwymsy4MVYZXu/i/kEdFxJv7X6ogPtqugN9T/fY5Q5VgC7Fm4qOhygiUKSrW7HgLlery5FC84p28oEdFxnEX3KNhuwKjCRNXbgjCo8o4NJwEJAlnpzLY0uqF7QqMxLPoi3ghy8C56dzyvXIXOenZ2d9Y1kEs6+SrJUzPBbB5y2sChgJNllDLXK+i1LfEejnIEvD0LWurxQkRXXRuMoXDQ+VvoG1q9SJlLzxTIACcmEjhwLYW6IqMcyNxxDI2Yhkbl20MY2Q6V4jGo8mI+HQcyt+sKxMfC2ZiDvbH8u+YC2eD8/YayxKwoyOAYyMJVGs6bSFlro2lgADw0it7VnsIRFSBEAITifIJsaZICxa8mpOxXBiyAp9HAiCQnG2f5FFlpCwHfl1B2sotb05nHbiQgDLXj5KU60YiSUAy6xZNuhRtkSs4NuhREM9UH+8ylgNpDU0/doR03jAsYw39FdF6kbVd/PeJiYqvx7I2Motc8M2ZTFk4NpbOJ5uSJGE6YyORdRD16xhOZHF+usa9bFL5wDcnkXUQqrLSKwBsjnowmrSxrcwy79Xw/N3tdbUaIKLlJ4TAP/7qXMXXvbpSsQL0fKMJE3BcTBfstTs6EoesynAlYCbrFCTDVY4PC7dtcwVKVtQsJOrTkBESnrm3o6ZxLJcrN0Vw3da1U+2aiIoNz5gVJ1QMVS66ibcQ2xXQFCmfDAO5RNmrKchaLgxFRjLr5pLhKkmSlP9fxc+tYXZECAFJQdXdV5abKkvoqWH1TzNhQkw1sR0X3z08iulM+cqnqizV9Isf8qjoK+kn7CJl5y4Cq8yra+ZW0cm3I6BjR6s33/g9bbvoXAOFCG7e0braQyCiMoQQ+PYTw/j16cbspfVqMnyGUhRTbRcYiWcxmbIQzy5PpflqJg90RcKBvgg2tfmQsV0cHUvh+h1tyzKeWtx6VS/3xxGtUYmMjYGp8hXw6yFQvHdYkiSYtoBA5U4kS1Xt5KqhSfAZMjKWi3jWgd9Y/bjUGtBgLKFS9qWMS6apKkIIzGRs/OtDAxX7/wK5i6TJCntD5pMAxDMORuusGFivbS1enKqw/7mQ6wpcKOiR7Ihcb9HesAeP1lElu1FCHv7aEq0lQgiYjosP/+gE7j05ueB7J6qMjwDQ7ddx3yLna7SNLV4cHlw8vpmOwHAsg/js1hQBQNZk3LSvE788XHuV7EZpCaz+TUsiKiaEwNB0FgNTtVevr8RvKJhZ4faTslT9DLErBKYKxpe1XXh1GVnLxWptJ9YVJsOV8MqaFpW1XfzT/RcwnjQXveNmqDLsKsvKd4cMHBxa2arNHlWu6u5ei1fF1lYvnhgq3kfXP5OFV5OxpcVbsajYcpKAokqIRLS6hBD4m5+exC9PTiJZxT7aTJXLATsCOh4/P73E0dUu7NVwfpHY5tFk3LSrHQ/MKxx2YiwFXZHwjN3t+PXRseUcZkUhVpcmWlPGYiYuTKSrqsNSS564GnULDE2GVcXSRb8uI24WJ+tpy0XachHxqkhmV6fitLpG+iCvRbyypgWlTAf//MAFDMayVS0/ydTUY23lfzF3tXtxcmLhi70rewLoDeuYSmehlVn+nbZctPhXZxaiJ2xAZjEEojXBcQU+8V+n8KOnxqpKhoHqb2gFDXXBNiLL4bK+MI5WKAY254pNEdy4txMjaQc7u4Ilr5uOgLOKMWpru3/VPpuIio3OZHFuvLpkGKj+qlBbhcROlgDHcRfcyqfJuZnrpOkiWKFWTcp0sFq7OnysP1MRb6VSEctxcWI8hV+fmYIjBJJZp6Ylfi4AnyYjtcgsyFKaq9fDo8qI+lQ4rotd7V4cGytNig1FwpW9gXx/ZQnAjnYvnhpJlbx3OGFib3cQTy1y8dhouzsCK/p5RHSRKwROj6fwhV+eRSxjQ1dkHKoxBvgNBaiigLMkRNXFZZZKkYCIX0dnix89LT786OBQ2fc9b38nJrIuRmcrxHaFPTg0ULq8+sxECvu2tCCVyOLM2MqtAtrRGUBkkT7PRLR8HFfg9GgKliOgyBJiy7SkWVdlpFdwubQs5WK34+a2x5TjN2RYdu66GQAcN3cdOf9egOkI6Ops4rzCM8VcQVMZvzNU5BenJvGrM1N1FyPI2gIbwjpSMwsXTbBdAUlp/CaKjREDrT4Njw1evOLUFQn7u3yQJSBpOmUrNEsAsvO+ZgFUbB1luwJuhd4AXUEdHk3BTNoq2j8CACFDgd9QMBSrrQ8yAGiyhCt6Q4u/kYiWxaPnZ/BX3zta9bLnclRJKnuRNN9yzH+EPCqu3NqKU0Mx9E9dvCn4/Ct6kHEE0paDkK5Akcq3mXMFquql6YpchWw7WRrnwl4VPVEfsraD06PFybJXU7ChxYuTo4mqWq8UkqVc/2EiWh22I/DEhfiCLTcXYzouJAk1//43ggQg4lNhOaKoL3vAoyBjurAdAVmWoClAucWQjouK1bPnM20BX4UMLGAoEEIUVc+e49VkZO369iBHfCo07iGuiAkxAcjtg3v4wgx+eXoK1hJ3+5+aSKMrpC9aXKvNp2GwjsQQyCW58y/OekM6VAkYT5q4ojuAx2f3/24IG5hKW/njHhu4mCwf6PJDVwDLFTg1kSm6SO3w63hssPLsRsZ2ocoS+qIe+DQFR0eT2Bz1AhJwfjqDqFdFb9iAosjw6wpMx8X5qQzcrFPxgrOSA90B/OkzNrGgFtEqeeT8ND7936eWlAwDwOMXYrh6UwRHRheeJnaXsOxYAuD3KEgU9Mo0FAm7+iIYiGWxe0M4nxBrsoShuJmPRyMTyfx/H9gQxoZ2P2JZB+mUiWTGxlyqHvWquPfYwvuEo0EDuqZga2cAxwdjaAvqCHt1PHp+BoosYXuHH15DgyzllkA+0R/DmYk0trT7S5LlhfREPPjC/7oK27iChmhVpE0H5ycyS0qGgVyimJs5XXgLimm7NV9HFVJkqWSsEZ+KlOlCVyTIEvJJp+sK2LP/C3qUfDKsK4ChKchYLjxarliWXDCmtGUveONTkiRIEPB7VJiWO5tsS/kexyGPCki57i6aIiOesZG2XIQ8CmI19EGWJGBfdwBRv1b1Mc2IV9dNynEFfn5qEptbvPCqMk5NpPDDo+MNO79RzV2oKq/3OgM6kqaDqFfNV33e3e6DJAGnJzLY3uaF7bow1NxdtdGEiYRp48qeAB4bTCDqVTGdySXEpiOwpcWD05MZtPk1pCwbc3n7vk4/JgpmNBa7MZC2XBzoDWEolkXKtnFZdwCHRi5exE2l7bIB2wWwpdWHk+OlS7GBXLGx0YSZD9aSBLz+uj4mw0Qr6DsHhxEwFNy4vRVfe3QQ3z44jPEyM57LZe4m3mJCHhVtQQMCQP9kbqliX4sPO3tDOHx+Gp1hDwJ+HYokQZVycenCdAbPPdCFnz05jG2dgaIYtaUjgBMjuWQ9HPJgYPamZUfIk9sKM7tXejpt59pBLXBF2hb1wombODmVwYFNURwbjOHU2AyA3L9BF6azcNzS1URtAaNiQtwa0CGEwGTBlpu3//YOJsNEK2g6ZSFjuugI6xiPmZhMWvlEbqncKpJqa3a21qkiI/YbMkxbQALyqx+Ds7O+ArkigUJcXPVnOgJBj4qU6cByRNFN0MKh6aqS/5qFcKEpxa2edFVGeoENx2nbgaxImEpZ8OtKUTIMALGi9qYXz7PQlyzNfj2F2226Qgar71eBV9hNai4hDvYrSFsusg1s+OvT5KouHKdSFjyqjMwin90Z0CBJGqbTFjZHPUhbucAzmbLQ4lMKPqu4vH3CNNEZ0ODMW3vT7tcgSbk/xwrGOZEqHnM1RRsGYxdbCAhJKlnqUy5wWY5A3HTydyA1WYItRP644VgWe7oCmElbGI5l8Uc39KGdwYxoRf34yCjOTabxj78+j5F441qFAECsiv7BkykL2zsDODmy8Exy1K+jLeKDLQS2tPvxm+Pj2NkbwlDMhD/oQVoAiXhxbHMEYFoOgh4VW7tC6C+IY4oq42mbo2gPeTBSsMpnfnu8kEdddI/zmYIChhMpq2Q5YaXZpIMXYugMGxiZyUJTZTjOxSWCEwkT+3tD6Gvx4eCFGfzBDRvx/P2dC46DiBornrYxPGNiPGEiXWZp71IoVRYT9OnVtV2SIMGrSZBlCWbKzi+LFsglkOVW/SiSBNsRJbOxluPCr8uQZanouLkZ5EKLXdsWHp8yHUhVzhIlsw6CHqXsDYi5EUR9GqZSFsJeFZvbvFWdt9lJQqzGSn1aLUIIHBlJ4v5z0zg5UX6Gcqm2tnrRv8ge4jldQQNPDi+8NG53uw/J2fL1hiIDEqpK4DdHPRhPLd4qqpI2v4GDg1VUvyngVSUMzFR38dwTMuAKgZG4iZ6QAb+uYEPYg/aAhqm0je6QgVjGxkt5sUe0Yp4aiuO7T47gp0fHqtovW6vNrV6MVVmoMOJV0T+aXDDe9bX4EAnnbhSqsgS/rmAms/hF4tZWLyxXYCJVX2Ga3pCB/zkyWtMxO6IePHh6avE3ItcPWVdlnBpNoifiQUfIwMYWL7a2+zEaz2Jzqw/HhxN494t2QV+tkq1ETSZjOphIWBiNmcsSHwEULVdeiARAUYCMVfnNEnKzwVk79x5Nkara56srEgQEEnUWvVJlCQnLqmmvb9iTW7JdDU2RcjPQpgNFluDVZOiqnC/8ZSgKkqaNzW0+xscqMSFuIhNJE/91YgIHB5e3MvKmqAdDNcyodAUNzN0QLNeXWJFy7ZLii+wpmW9jxIPhRH0zO4osYTxhL1ote74Ov4ajNex9q0QCcNfzt2ND2AN5hVuvEDWj6bSFbz4+hLsfHqxYRbQRrt4UxpEaYsTOdh9sy4Wsynj41GTZWdXnHujC2anqbkLO2RD2YDJtoarG7GV4JOCJ/pmajtnR6sWDJyfr+rz53vM7u/CKq3urnk0iovq5bm6bwoWJzLIlwkCuaFQt1fUNVYYk5ZLojOWWnQCJ+NSaZ7FlKVfgq95/CvyGXLQCsRqGItdVLKucjqCOnZ0+yDKT4WrxO9UksraLHx0bx4kK+1Ybqdbrk+F4FoOx3P8u7y7tIbm3019zUJKwtKbtjiuwo92LzVGj5mM3hD11fy6Q+/69dF87vKrMZJhoBTiuwA8OjeDbB4dhu8vbBqPWC57jYymcns7g5HgKBzZFSvpIXr4xkp/9qEXQq9adDANAwKvhhm0tNR0Tyzq4alOk7s+c89IrurGnx89kmGiFJLIOzo2nK3bXaJRaz5+1XWQsFynThSJL8GjFMcGjyXVV7Pdoct3JMJBLztv8ek3Xw7bILdFeqohXRcSnQFrFfvDrEWeIm8Tc5vygoWAyZeGew6PLkhzXOjs8nyZL8GoKLsxksaPNB1XGotWqy2n1aYib9feo6wgYGE1kIUuA7QBD8erH4FGkor3F1dDnFWMIe1T80XUbsL87WNN5iKh2GcvBaDyLDVEvplK5meL/fGig4Z/TEzaQccWSajZsb/Xi5FACnREPuqJeDMXNqlt9zJEABDxq3RVae0MG0raLyZSFdq+KX5+cqPrYWpZNz/FoctF+O5+u4I+fuRmvv2lzTechovqkTSe/9HYmZeHUaHqRI+qjqxLMOm7wzfEbCrKWA9u9uFS6nsrXmiIVtV6q9VhNkZAy3ZpnimtZNj2nXBu/jqCG3bx+rAlniJtEyKMi5FEhSRJa/Tp2tpfOxDZCudmVvogHvSEDHlVGX9iDvrAHPaHyM6+WKxDL2tjb4UMsY9WVDAPVF2WoRAiBsEdDm99ALRPNqpRbelmLsEfF9ZsiaPfnCmdJAJ61rYXJMNEK8WgKNrb4IM/Gx5u2ty7L5/RGvSXJ8K4OPzZHvWgP6NjV7seejgB2L1Ax+eREGoGgDqgKzk9na06GgdwqlKUsezQdF5Lroi9sIF3jjcd4FUVwCnk0Gc/Z04G93cH8hPY1W6K4/fq+ms5DRPXz6goUWYIiS4j4NVRRc7RmPl0uSYYNVYZHk+HVc38GPAoChoJKjUyS2Vwy7NNlpEy37jZQS5kJFwIQEPAb8qL95uer59o14tMQ9V38O/HpCja1+mo+T7NjlekmlLacooshWQJkSap4gSQhl1AvVqhFApA0XWwIeyBJuSrSQUPFqfHcncQ2v4bTE2kI5O4CRjwqFFnCRJmkd6lFADxLPH4saUIIqeo+yYYiocWnYSJp1rTvuM2v4fqNEXSHDeiKjHNTadx2RRd2tC3PDQsiWpjluIjPi3U+Xam4BUOWgFa/jrHE4rHCcgU2Rb3wajJmMjaiXg0Pn52GQG7P19hMFsnZCvS9EQ/aQwaOldlv3BX0YKLGxLLQtjZ/UWXpWo0lLXT5NfzsqeqKakkQ2NHqQzxl4akaalgEPSr+8IaNsBwX122N4t/vu4DXPH0jXnJ5F5cDEq0SyxZF05KLFcGSpNmqzYskp3N9eA1NzrdeSs+2RpIlQJGB2Q6a0BQJXkMuO4srze4nrjdGLGV2GMjdbDQkBWPJ6mNsyKNClaVF+y8XkiWgO+KB4wp0BnUcH3HQFtCxqdXL7XZ14JLpS5wQIh8UxhMmFEXCPz/QXzLz6tcVJAsu+MIeFRGvCtsV6AwY2NHuw1cfH170blebX8P4bHuOaoojVKpIvSnqXVKrkw1hD0ZrCEbleFQZQUPF4eHUoj2J23wqjo9VvwQ96lXRG/ZgV7sf7QEd1zVgXx0R1aYwPvZPp+HXFfztf5/GvfMKP821sJgTNFT0RjzQFAmuAN727C1469cOlW3fUajVp8F0BeIZG0GPWpJ4z7cx6sFEmff0hj1ILWFZYatfQ3oJxwO5Yoe9IQOH+mcwvEhyvbPVhwdqWFbt1RRcvTmCqF/HDdta8Jw97TC0pe+tI6LqFcZHy3Hhurm2ZwNTxb/vqpJrUTRHAuDR5VxfXltgS7sXZ8fTVRW2KlwyXW4pcCEJuRnVcom2pgCuqD8pdIWoa/VNIb8hw3TcRSeTvJoMu4b8W5ZyW14USUJX2EDAUODVGR+XijPEl6DCIFaoxZ/r5dsdMnDtxjCGY1kMx7MlfYh/a1sLnreztegcZyZTJT12yxkv6FVZTaXAkVgWrT6tZJZ4qTe3LMet+H2oVsZ2kbFNbIwaODWxcAXXalstAbn9wi/Y3YbptI0nhuKYTttMiIlWSKW40BP2IJG14dUUvPlZm3FiNInBmQyGYtmiq7IrN4TwyVv3FS1tm0qZ8GnKoglxYZxbLBkGgMGZLC7rC5XMEgc9ClKJ+meIs7YLXZHrbkkH5HoZn5/JYm9vCMOxsQXfm66i73Khl1/Vjd6oFw+dmcJffuMwfvrnN6KDCTHRsqsUH1VZgpAEXAF0Rww4roBpu0hmHcjyxYRYkYHLN4aK4qMQAmqVF3WFS6YXi04CucQ7Ma8frypLcFyxlJqBVbdnWkgy68KrL75a0aspiDvVZ8QRn4b2gIaJpI1jwwns6vIzIW4AJsSXoMJgVvjfsiShxafj+TvbcH46A8vNwBUouXvVEzJKAuKWFh9euLsd40kTfl3Bz09NwlBrK49fTtJy0RlSABQnxEstPS9LEjyaXFf11fmCRmmgkQDs6/QhY7swVBknxlJFM+wLMR2Bbz45mr8J0e7XljxGIqrOQvEx5NHw6ms3YCZt4fxkGtNpCzNpq+jCaGtbaXXjqE/HXz5/B35yZAw7Ovz4jwf7IQQQrzERnM92RdmrwljGWdINv9y+PAXmEpZdz0laLiI+FdPz+hnv6wkAsgxDlWHWWFfhG4/kWl9x/RrRyqoUHyVJgiRJ6AzpcITAeNzKL+/NFlwHGqpSMqEhSRK2tPtwfiKNoFfFRNxExnJn99oujeWIkplk2xWzM8T1n1du0JaMrOUiaKgl/xYYqoyQoQFCQFUlxFF9QjyZtDCdqq3HMS2OCXETagvoaAvoGIplcHg4AQC4ekMIHk1Bb9hAV4WCV8/YEsXgTAY+XUHYq+Enx8YbMp7yYWdpv+kZ24FpuxXPXgsJUj7gelQZvWEDluNiNGnCUCTMZGxsbvFiOJ7bQyhJuU9dKFhl7VyLAMcV2BDxLnmMRNQYfVEv+qLeXDX+J0cAAFdsCOGqvjAMVcaVG0Jlj7tmUwTb2nwYjmVx1+/swufvPYv42NITzliZZHKpq1+SWQeG2pgZBU2REZtNrGUJ2NMdhFdXcGYyjc0tXpyfzmBzpLgVnaHJRRfR82VtNz9DE/aq6KjwbxIRrSxNlaEB6AxLGJrOrYzTVQmdIQOWIxDxqRAovfIyNBnbO32YSdvY2uHDwFQGU8mlx0fLdiHLKGmRJC3x2q9RCbErgKx1MdkNGio8qoxUNncNmMrmBl44I13NaszCl+e34qP6MCFuYldtCENXZYwmTLz8QOeiF1jjSRP//GA/srabT/ZUWcKztrWgJ2Tg8cEYnhxKVP35Pk1GR1DHQKx0OfKONj9iGbvuGWhJyu3ta0RMyzoOdrd74QhgOmNhNDH7j4AioTfqRdJyMBI3ceOWCCzXRSLroMWr4Zdnphc8b9SrYl9nAKYj4ArRsABMREu3rzuIP37GRjwxEMO7nrsdbQF9wffbrsCff/MpnJtMFc18vGR/J67YEMLATAb/ct+Fqj9fUyRc3hdG/3Rpe5OdHX6kLBcnx+trfSKQqxTdCFMpCzftbEUi4yBh2hgo2E/cFTIQ8qg4NJzA86/qhiuA0aSJkKHiN4dHF6wA69EU/Pa+NkwmTUwkTLQu8v0nopWjyBI2tnoQS9voChu5vuaLODeewVjcLJrRDXoUtAZ0qIqEkyO1tQL1GwpM2y1Z2uzTZQQ9KsYT9XUpAZZWZXq+dr8B28kVB0ubLpKzsVeWBPxGrmBjQFchy0DWEhBCwBaLtOcTuX7DSgOWdlMOE+Im1h0y0F3DnfegocJycntItrbmZlA2Rb141tYoVEXOzQZMZRYtIADkZhK6QkZJQa2uoIEbt0QR0BX86kxtvSoLCQFEvTqmM/UHxDkzGRvtfh2nJoovPre1+pB1HAQMFcNxE+NJMx/kx1MmukM6hhaoUt0b9uDCdBqvvXYDk2GiNabVr+MPrtmAP7imuvcrUq5FkCuAvqgHPl2BJst4zfUb0B4w4AqBp4YTuL+KuKbIEvb1hHBkpPgGY8Sr4VVX9eC6TRH85feP1/NlAcjNMLf4NKRqqH1QieUK6JqKUwPF1aO3tflgu7nEVpGAs9OZ/KxH2jJxw642/OpI5b3HrX4dM2kLL7+qh8kw0RojSxI6wwY6w9VfQ8ry3J9SPpntjhgI+3LbxnqjRknBrkoMVUIq6xTNlEoAuiIG2oM6zowtrU+y1sC+UhnTKanXoM0WIkuZDlRZKqk/ETSUBRNiScp1Y9FVGeEqbkbQ4vhdpKoZqow/e8ZGnJtKY3dHAEFDKZpV9moKnrk1iu8+Vf4ip9WnIWAoSJg2sraLqbQFRZJw09YoJpIWtrX5cKArCEWW8MMj1bXzqGQqbaHNry15aeEcZ97dwhafBkAg6tUwnjSxMZJrm3RyNmn2qDI2RrxFCbEqS7isO4igR8Wp8RQSWQfvfNYW+A3+GhKtd5Ik4WO37MHPT0xgf3cQW9t8JXuU/+jpGysmxH5dwfZOPyxHYGAmg8lULna87EAnYhkbGyJevGhfB4KGintPTSKz0OzBIkxH4NxkGn5DXdJ55swvGxPxqtjU6kXIo+H4WAq7OgPwaQoe6Z+BELmEP+BVi5YGyhKwvzeEy/rCODQQw8hMFm9/3jbs6GQ/dqJLwYYWD7yaAkOTEfKqJddnXWEDIzNmxfZMAUOBKwRSs62YBICIT8236ewM6/BoCjKWU7FNXrVSpouALiNRRWXsxciylKtCOPd49uap7eYmmBwhIEEqal/lilzCaxbEZ48mo9WvIWW6SGRttPg1bidpIF6JU006gwY6g5V/Afd0BvCT4xPI2i4kABsiuQJduiwhbbsYKmil1B7Q8KIr29Ebvri/LGu7ODeVxhPD1feqrGQ8aWFjxIPhxNJnQebP4PaGDJiOC1WR4ddVGKoMTZawrdWHjOXg1EQa56ZysztdQQM3bo2iK6ij3a9jYzS3Z7hRyToRrQ1hr4ZbLuuq+Pq2Nh+2tvlwejy3NLAv6kHUr0NXc7MFJ8YvLhmUZQnvfs42PGt7a/451xU4M5HCt2b3Ni9F1naxKaotqR/xnPmXr3u7ArCFgOO6aPFpMBQJqizjyp4QFEXC4HgKP3p0CEDuRuvrb9qEXV1B6IqMp29vgSRJjI9ElxhZktAeurjaY/7vtyxLaAloGJ2dSJAlwKsr+d3ASdPJ30CzHYHeqIHuSHER2Kzlon9y6TFtdoANOc387rYeTUY8k+s379VkAAK6qkBTAEWWkbEcTCStfFztiRgIe3MTPG0BHbLM+Lgc2IeYGu7MZArnp9J4pH8G8XlLWuaEDBVvvWkTVPni3ELGcvDvjwyUtGBaipBHheU4WMoWi5ChQggU7Y3b0+EHhAsXuSqHqizj/HRu+Xe7X4Mi5ypc339uGi/e04bHZvdW94Y9aPFpeOnednjZRoSo6fRPpXFwIIYfPDWK89PpssX3ZAn43G0H0Be9WHDPFQKf/eU5PHh+pmFjUWUJ3SEPJmqsAl3Iq8noCeq4/8xUPtbv6vCjM2LAUBQMzGTR4lXwwLncuEOGgq0hD0zLwQ+eHMFVG8MwDBUnxxLY2uZHV8iD37+mF9s7Ag34ColoPbEdgemUhcmEhVjarlhedXO7F+3B4q0Uo7Fs45LhWR5Nwky6/tlmIQT8HgXprAMxm9prSq6gqt9QEM848GkSLDe3WkaWgJBXgS0E4mkbtgt0hw0Mx7LwqDK8uoK2oL5oTQuq3eINsohqtKXFh2dubcH2Nn/FYHbD5khRMgwA331qtKHJMJCrptriqz9wtPl0pCwXY0kzv9+61ach4lER8mhQJQkhQ4FPk7Ax4oEEgYGYhYf64zgymsTergDuuxDDVNrG1Gwl1g6/hntPT+GnxyeQWGJbFiJaXzZEvfid/Z14+eVdFSvR37A5WpQMA8D3Do82NBkGAMcVCHrqvzHX4lUR0BUcHUvhir4wVFlCq19Db8SDsEeDKksIe3LLsp/WF4YiS/AA+O6Tw/jx0THs3RDCSNLEg2enMJm0cG4yhWs2R/DI+Wl84icnMDidLpldIaJLl6pIaAvq2NDqqdgkRFMktAWK21XGM3bDk+Gc+mdhhRAQssBowoSs5JZEq7P7p1sCGiQptxfacoGwV4WmSNBVCUMxE2NxC5AkGKqMC1MZWI5APOugxa8hYzp4ajCOeMZmfGwgzhDTskmZDv775ARGE1kMx7Nw3Nzest0dARzoDqJrdul1PGvj+FgSPz3emDZOhYKGAsvJzeTWSgiBsEcvKvzVF/Yg4lXzFVo1WYLlivzeD58m4ycnpsue75lbo3jO9hacnkjh8EgSD/fHAAC37u/Ac3a0lj0mlrExljSxrdVXx1dARGuVEAL/8fAAjo8mcXoiiem0ja6Qgct7Qrh+cwTXbooCyC1tfmIwhn95oB/x7NL2xc2nSEBX2JO/WVfr+Le3+XB0NJl/rjtkIOpRMZzM3dj0qDIytgtldgtdxKPioeNjGI2XXrhevSmCdz9/B85NpPCrkxP43hPDcATwWzvb8NGX7y27PDCZtXFsJIF9PSEYKu/vE11KxuMmppIW0qaLrO1CVyR4dQUR/8VWbEIIJDIOBqYySDVgv+989c4QCyFgqDLGUhfryBiqjHa/Bki5WFW4ZxjIxWPLcTFdJh4bqow9XX4AwGg8i9G4OVu0UMbTNuVuNs7nzn5vPJqc32dNlTEhphWRtV0IIeAps0z44GAMPzxaudroUnUFDcSyJlp9BiQJcN1ctUNztn2UrkizbZoEZtIWTFegza/n7sqVmcLZ3xWAK0TZliESJPzybOVZHEXKFZTxagr2dwYwk7HQFtBx6/5O/M+pSZydSiOWsXNFE0w7fwH8kRfuQNjDLf9ElyLLcZEyHYS9WslrgzMZvPu7x5btswO6AkkGekIeCCHgCAFVlnLt4FyRTzQlScJEykLSdLC5xYvRuIlYmRUu+7sCsF2BkYRZmsQKgUdOjJVUVJ2jytJsjBZ42RU9mEyZyFoOPvjSPXjw7DR+eWICY4ksJpMmUqaDsXgWjgA+8rK9uHl3e8O/N0S0+oQQsF0xGx+KY4rjChwZTMC0ly+VUWQUfbaEXHV9dTYJdV0BWc61VDIdAVUBMraLZJnCXq1+DbIkwVDksnuULcdBPFM+AZdm/58QuRo8kiQhazvY3uGHK4DhmSwyljt7bSuQsV0IAfRGDGzr8Dfq23HJ4hU2rYhKd+8tx8XxsYutRQJ6ropg2rq432L+eUy7/GuVaIqEFq+OC9Ol/Y7nkwBsinpxdCxZ9nVZAkYTJjKWi76IAdsV0BQZEgRMx8WFmcptloDcLInjCJiOjV+fmwYAdCYtvPPMsbKVFQO6gqs2hBAyuN+Y6FKlKTLC3tIY6QqBB85erErd4slVZo5nHZhl4oWhSFAkCakaKke3+TV4NRmHhuMVq7sW2tbmw8B0GukKF6AzGRtDsSx2tPkwkjAR9WnwqDKG4iYU26mYDAMo+vxvPDYIAOiNeHDL5x9AssLs+PP2tOOqjZFFx01E65MkSRXbIMXS9sVkWJr9UwDlljoLIXKTs6L660ddzX122nRhzevdXm6Btk+XKybDQK7mTCxjIerT4NdVALnJFUWWocjAZLLybLTI/z9gbLbHsq5IeKI/XrEXccSnoi3I/cbV4Bw6raqU5eDEWDpXqVlRcGYyg0PDKSSyAkFDhU9T4FFlBOZen8jUXIzKdgT6q+y3KQCcnUqjq0IAcUUuIY5lbZyaSEORJBwaTmA4biFrA2enFk+65xtJVG4zYLsCrzjQyWqCRE1IliT85vQUOnwqOn0appJZHLwwg7FYBt1BDd0BDR1+DX5NRqdPxch0GpEae1LqqozHB6tLhgHg1Hgqv92lnAvTGdiuwJHRJLpDuWIwgzMZtBgK7q1jW8zAdKZiMgwAr76uDxFf6cw6EV36zk2nkHJtmMLBjGnh9HQKZ2ZScODChgtXyq1ONIWD0UwWKae25c8SJMTSTsWEcz7TFvAtcI0ay+RW1UylLGRtBzNpC0OxLACBeKb2rSumIxYcW6tfL7vyiEpxhpgaqtZS8K4Azk1lSopvjSRMjCRys60BPdegfG75sizJQJW7glt8GhJm7UHGoy6edGdsF0/N7p8bS5qYyTR+Fjdju+ifyWDTvAI7RLT+1NMqY2A6g8GZ4htt8YyNh85MA8j1LxZAvu/mdGrhVSqFOoM6bLf2fXfVJs+Hh3Orf5IAYDV2//Ocxy7MYFcXexUTrXf1xEfLERieV5NAADg3kwaQmyfWVRnZ2VUzacvBpqBS1edoigS1wsz0QsptpytnLHExViezNrLLsOx7Jm2hN+pZ/I3EhJjq4wqBrO0ikXVwfjqDsaSJ4XgWgzNZbG/zoTOgI2U5SFsufntnKwJG+R81ryqjxactWF06MW/piVSxdvVFqiyhM6AXtUqqRotPQ8ZyMVpr72IhEF+mitEDM1kmxETriBACiawDy3FxbjKNQ0NxDE5ncGo8ict7Q4h4NUR8Gk6OJfHSy7qwpULRvKztYE9XoCQhLjR/aV7EqyOVWDgplqRcbYX+6XTVyS2Qa7HUHfZWXA64kNQyxcfjI4nF30REa4rtuBDIdQKZTFrI2C5iGQv+2ZoGYY+G0YSJnrCB7lD5hC5X+HThNEYA+WQYACJerepkWEAgVmPBQUUBUlbtsU5VZGTtxt80TDS4EOOljAkxlZjJ2BWDjBACPzg6jl+fncZMxi6pkgfkLuL+K3bxguwXpybxh0/rQV/EA0kC7j09hSMjSZi2C02Ra2q1FPWqiGXtRQNawFBqToYBwFBkDNZxnEBpk/lGUbixgWjNiGds6KpcsS7Cz46O4f89MoiTY0moslSScHo0GU8MxPOPv3doBLdf3Yvn7GqHocr49elJ/OLEBPqn0+gIGDg1nqp6bBKAeBXJqiZLmE5X3qpRiaHKszcLa491yxUf65nBIaLlk7VcGFr5+DiTtnB8JImJpAVptkBUIdcVGCyYkDgzmUJv2IN9XQEosoSZtI0zkylMpiz4dAXJGm+0hXUVVcypQJElJLO1r55JmjaS9VS7Xqb6xtxtVz0mxFRiriJ0uQsY2xU4NJzAzOxeh8Lrqa0tXpybTGMoVjw7kbZc/OP9/Q0Z26aop2xl0/mm0zZChlrVewtlbBd+TUZygcIv5UiShJBHheOKkhntpWr3syAC0VqhKhLiGRtGoPT30nEFDg/HcXK2KF9hwrmnK4ALU+miZBjILfn7twf68W8PlMbIiWRtfdkv3xDCeIUKpYVMR2BbxIvpdG2zq7GMjQ0RHybTtfeL9+oK2gI6xheZva7VBq6eIVpTbNeFUaZEkRACKdPJx7XCHFBTJCRtG4OJ0mu2gZkMBsqsksnWUDwQyG0vgStVdT9PrjOTDOgqkmbtMc52c98D2xHV5OtVq7XmTjNjQkwlOspc6M2ZTFkYKtNDEgDStlPzjEMtekIGZjJW1TMNQUOpOSGeSlvoDOpIT2dKZr4Xk7FsBHQJnUEvbFdAkSScnkzXdpICAV3BHz6tG1vZg5hozfBqSsWLDMcVeGi2evx8A9MZGKq8bEvY/LqCVJWFXwBALtO3cjGuABJZCz5VrqmSNQBM2QLtbQFs6wCylgNVkfHouama4+wcjybjdU/fhNuv7avvBES0LPwVtsgBwGi8fLJoOQJBXcVEHTfbqtXpM6quMO0IUXYF5GJsBwh71PykUbWmZr/udv/FJd1Z2626mFc5HSEd29p5/VgtJsRUk86ggY0RD85OpjH/93QoZqI9qEOTJZyvo9ryYjK2i4hXQ6bKC7F6l+hlLLfuizRHALHM3N1PgT0dPhwZrX7JIwB4VBl/dG0vdnX4675LSUQrT1dlXLspisnkaMk+21jGRtBQsK87iBOjCZhLuNApx3RcBA0FSdOpKvbN1Lg3bk7actDmV2tOiOfEXACKgiyAZ+xsx6NnJxesIj2fBODtz9mGW67oLtvXnojWJkmS0Bk0MBYvv13DtAR6gh5MpM2aZ3+rYQsBRVR3bZi13Nxy4zrCtL6EfW5jBauCgh4FRkFBsGp1hnRsafNBr7Cth8pjQkw1SVtObmlwhSAxPvvLvK3Nh3jGxmgDl8dNpixMpiy0+TW0+dWGX1ACQG/IqGsPcTmSJGE8aWJPhw9HR1OLxtUreoL4nT1t6AwYUOqYvSGi1eW4An5DqXhXP551cHgojg0RDwKGgqMj5fud18NyBB45O42AoWBHV7DowqqceqLntlYfso6LqTrag5QznnVw+eYWnBqKYWSRuLu1zYd3P38ndnUG4NWZCBOtR7YrckuDyyTEArm+wj5FQYtHw1CtxU0XcX4m1yqzN+SBWlXX2doyYlWWkLJtxNONWQUUzzjwaLmZ88UKGSqyhJ2dfkR8KjQWnqmLJMQy7eSmS8L3j4wh6tVw/aYwAODTvziHM1PVLQPuCuj5gieGIuPoaOMu/vZ3+ZEq08ajsIiNX1dgOy6yVSbOrT6trkJc1WjxaZjJONAVGYmsjcl5szO72/1409P7mAgTrSM/emoU0ykLv7O/E0GPis/dewZffXSoqmMv7w1iKJbN9VvXFZwZTzWs/sDmFi9sufSiSFek/I1EVZbQ5tdwrsp4risywl4N6WWYuQnrCjJpE/GMDUkCTs77t6LVr+M/33A1+w0TrSOTSRMTSQs9YQN+Q8VILIvHLsSqOjbkUTGayqLdp+eKBVpOwzp5SBKwJeTD/M3E85dI+3UZsSpqMswRksBkDUViq2WoMsJeFZYtoCpS2RU1V/SFEKqxBz0V43ePFvTDo+MQAO47Nw1ZkqpOhgFguGB2WJUlbGnx4MxkY5ZSHx9LYW+nHzMZCyGPiqCuIm7aMBQZupqrXK3JEpJm9fd7KlWNbYS5IJl2XXg1Cdu8HkykbEzPzrRcvynMZJhonfnh4VEcHIjhu4dGsK3Nh1+dmqz62IOzxbXm9tRd1hvE0eHGLKU+O5nGNZsjGEpYCBkKOv06RlMmJEnC5oCO8aSFmbSF6XT1K3g2t3gxWGH/31LNmA6gKND9CiQIXL/Ti2TSxJMDuYvnZ+1sYzJMtM6MJyycHk/h3EQa7UEdYzXEj1jGhkdWEJ9NSENeFa4rkGxAP3MhgBnLQkjVcpWuJQEVEoSQ4DcU2E6urWgtoVhVpIauiCyUtd2ivdc+XUHAUJCY/d74dIXJcAPwO0gVTaSs/GKRpRSHAnLLZPpjJnZ3+JGxXcxkLEyl6r/bZzoCIwkTIUPFwcEkvJqMTVED8dk7Z2GPCr+h5BPOaownlyeYzWc6AqZjozukI+pVcWYqAx/3whGtO8Ox3A2+gekMBqaXdrPviYE4drT7IQHIzvYvXorDg3Hs7wniwbPTOALg8o1hDMSyGIln4VFlbG/341gNPXy1FWpvJCBhxnQR8uu4ZksUD52ZQnCRXqNEtPakZ5NX2xUYmlna6rtY2s4XNBQAJlJLu16bSFnwhhWMxLOwXIENIQ8UIcOaXb0X9ChI1dA+Kde3eGWkTAcZy0FbQEci46xYbL7U8V8ZqujQUBwhXYHPUDDcoJmBU7MXeR0+DfDmCljVuwRvKGZiCLlxpS0X02kH7X4dScvGTMYuqvIX8qhIZO2KxbI8qoxUja2WluLpmyK4sjeM0WQW56eyLH5AtM6cGE3ANB3s7w7g0FBt7YsqnnO2XdPlvUFMehRoslz3EryU6eDBs9MAcrvg+mdnacYzNjK2i0NDF9s/hTwqLMdFeoEYmLZXbnfVZd1BvOLyTkwmLVy/OYooZ4eJ1hXXFTAtF21+LV9bZqkys/Ep6FGgyBK8qrykbSb9Ba2cBuIZhA0VYU0DIOVnpoHcUmpJkuC6lVsiOcvYYWU+v65gf08QAgIZ04W1gp99KWNCTBXFMjYmUhZa/I2/GImZDjK2iw1hA2cmljYTMmc4biLkKT/TGs/YuH5TBE+NJMqWwzdUueYWTfW6cUsUz93RBgBoD+jY1xlckc8losaZTlkYmslAkmotvbK4w0OJ3D63Ll/D9qSNJ030tXmBMvEvlrFx09YWDMYyGJzJlCTGinRxtme57e8K4M03boSmyOiLeHF5b2hFPpeIGkcgN1EBIeqqlLyQeMZBQFXhWWJCXEgIwKerZdsyuQLwqhICfhWTCavsUmp7hcox+XQZT9sUhm+usKB/RT62KTAhporm7sovR+ufudZJKdPBrg4/jjWo4Jbt5todzS+rLwA8ORTHc3e24QdHRmE6Ap1BHVnbhSpLiHo1CCEwmbYb3ktZUyTsaPNje6sPO9v9CCzQo4+I1ofOkAEgt39rsobCK9WYi0GnxlI40BPEk4PxRY6ozoXxNDwepWyhwd+cmcRrrtmA+89N48hIAt0hA7qSm6He0+mHrip4aqTx7aJkCdjV7sdlPUFc3hNC9+z3lYjWL0WWoCkSLFvAXIZCfI4rkDQddAcMTKQtmM7SP2MiZaI7YEA4pde8actF0KuiNahjNGbmZqh1Gamsg4BHBSAwU1C0sJGCHgXtAQPtQR0Rr1p3S1FaGK/MqSLTdiEBcJfxztdk2kbadrGj3YcTY7X16y1HLNBjLmE6ODwcxxuv34gfHh1D2nLQFTRweXcIpydT2NTixcHBOC7M2wsY9qjwagp8Wm7GYleHHyFDRTxr4+RECkdGEhVbNf3OnnZc0RNiGXyiS8zc8r2IT0d/bHnqDyRNB08OxnFZbwgnRxNL3tYRz9qAKpWNkY4AvnNoBJ+6ZQ++/eQIfnpsHC/a2w5ZkpC2HOztDMByBE6MJ4su+gKGgohHy9VxaPHiyp4QeiMGUqaLo6MJHByM44mhOMr9M/Ls7S249UAnbxISXYIcV8DQ5Lp7llcjnnHQ5tUwk7WXXHAra7sLLvUZjZnYvyEAv6Hg7HgaEZ8KRZIQ9imwXBc9kgcD05mitnuKBHj13BJvv6GgPaAj6tMgRG5lzshsXYdy+XzEp+Ky3tDF2WBaVvxXiMqyXRcnx1NQZQmKJKErqDdsH/F8C+1bq9VwLIudHb6S8vx+XcHVG8LY1eGHrsh42f5OPD4YQ9BQocoS+iJeOK6L/pkMAoaC7qCBy3tC2BT1IljhYi1gqOgOeXDTlhYMzGRwbCyJX5+dyu8luXl7K67pizTsayOitePhc1MAANNxsaXV27CtH+UIIRoyA5K1XRyIenF+Og1R0HLEUGX81vYWPGdHK1wB/MHTetAdMhAwckVskqaDzpCBM5MpyJKEba0ePGNLFHs7A+gI6GUT7LAH6A4ZePb2VkwkTTzSH8OPjo5harZozWXdQbz6qh7IrK5PdMmJpWdrtggg4lUxnV6+LWmuaNySZVMI6BIg5i2dDntVdEUMqIqE1oAGXZVhOS7agjIACWGfhvOTMViOyF1Dhg20BXQEPWrFVZZeXUFnyIDtuBiOmeifSue/T15NxpV94WXtfkLF2IeYyvrsr87hiYJCMbs6/EuuNF2JBKDNp2E0Yda8XFmRJBiqXNSTOGgoePrmCEYSWcQyNl62vxM7Wn1I2S6+e3gEkykLz93Zhq6ggYi3eH/02ck0fn12Eq+6sqeupeJZ28VjAzOYStt4/q62ZVluTkSr68v3ncfnfnEm/3hbux8Dy3TDEACu2BDCybEkEmX6Ty4m6tMwVbAPWZaAF+ztwEjSxPnpDF52oBO3XtYFAPh/jw7iv09M4Peu6MaB7iA2t3iLkt2plIW/++VZ/OVzttV1oWY5Lg4PJ/DA+Wn8wVU9nBkmugRNpyw82R8vmGwVyNhuxaKmSxX2qpjMmHVNrqhyrjp0YVGsDWEPwrqKZCa3THpruxeqImEiYeHceBotfg3tIR0+Qym6xnNcgccvxLCt3VdXmzhXCMQzNs5NprEx6mWruRXGhJhKnBhL4hM/P1v0XHdIx/gS2iSV49Nk9IY92NHmw3O2t0CWJZwaT+EnxyZwuMp2INdtDGN/tx+HhpLY0uLF5hYvNCU34yuEwFjSxFTawhODcfTPZEoKO9x+ZQ82Rr1Fz7lCMJElorImEiZe8/97BBMFbdokAKGA0dDCMQDwtI1hdIUM/K/r+tDq13F6PInvHx7Fdw4OV1XEa393ELdc1omTYylIEnDDligkScL+niBkScLAdAaxrIVfnZ7CfWenS1bW3H5VD14+myzPcV3BWV0iKksIgSf645iZNyOsKhJiNbTBrEbYq8JQZWxt8yLs1ZA0HQzMZHBkJFHV5IpHlbGrww9NljEcz2JTizdXU8anQ5UlmLYLy3YxnbIxnjBhzqu0H/ap2NHpK7ppWK6GDa0PTIipyC9OTeL/PTZU9k5eW0AvW6F5MZujHpydyu3LbfFpeMme9txyPF0p205DCIFfnZnGVw8OL3qBqSkSrt8YxpW9IezvLq3WPJ228JNjY7gwnSkpTa8rEq7pi+CmrS01f01E1Hye6J/Bu79xGNPp0srPV22O4qnh2tsv9UW9mEyaSJq5fpJ//IxNuKw3NLsn11f2mIP9M/jYT05iqELtgjm6ImNfTxDP39OOF+ztKHk9ZTr4lwcu4MmheEk1a0kCrt4Qxh03b+UNQiJaVMZycGQwgXiZlSw+Xa6r/ZIkAUFDzSfTG1u86ArpUBUZgXkztHOSpo2Hz89gLLnwqh1ZAjyagm0tPuzs8JcWYxUCg9NZTCWssrPPXl3Gzi4/22ZeIvi3SEXuOzddcVlLW53LN2RJwoawAU2WcNtlnbh2Yxh9EU/F3pKSJOGmrVG873nbsLM9d0G4KerBZd1B+LTiH1nLEfjlmWkcqVClOuLV8HtX9OC2y7vRNq991Ev3dTIZJqKq/eLEeNlkGADSWRv1TJwOzmRw865cG7bff1ovfu+qHuzuDFRMhgHg8g1h/OPtl+OWyzoBAF0hAzdua0FPuLhCs+m4eOzCDO55Yhjl7n37dAVvvmkzPvTCnbhiXnujW/Z34t3P2cZkmIiqksw6ZZNhIHetpiu1xxIhkF863OLXsKfLjxa/jtACe3P9uopnbmvBFb0hSMhVvO4NexCdt0XOFbmbgkdGE0WFsOZIkoTeqAd7ewPoCOlFrwU8Cvb1BpgMX0K4gYdgOi6SWQcnJ1ILFoaptw9lLGvj9df0wlBldAWrb6nREdDxlhs34Yv3XcArLu9ET8gDVwhMpS0okoRfn53GvaemYLsudrUv3IxtY9SL/3X1BnzjiWGcnUoj4lGxad5SaSKi+TKWA9sROD6awI8Pj1Z835nxJKDUXg3UcQVesKcDz9vdjstq6Lkb9Kh4y29tRcSroT1o4MX7O3Ot41K5+PjguWl85ZEBDMWyuGZTZMFlfB1BA+957jb830cH8e0nR+DXFVy/KVLz10JEzUUIAVcAyayNgalMxfdZjoCmyDCd2q8jgx4FV20Mob1CAb9yJEnCtlYf/LqCgekMrt4YmR2HC1cITKdtHB9LYiyRRZtfXzCxlWUJm9q8CHlVnBrJdUNpq2EstD5wyXSTs12BHx8dx4+OjiO7SBVTQ5XRGTQwFF94md58L97Thhfubq97jBnLwbnpTNmkN561EdCVqgOT7bgYS5roChoMZkS0qN+cmsD77zmyaEErRZZw5aYIDg3Vtmz66o1hfPLWfXWPz3ZcPHphBtdujpa8lrYcSMgtC6yGEAInxlLY0uplqzgiWlTWdvHY+VhVvYa9uoyJGpdNq7KEm3e31r1SRQiBsYSJFp8GtUxMy9oODLX6G5mprANdlaHWMdtNaxtniJvYTMbC3/7iHLK2u2gyDOQCn+O6aPFpJfvNKvFqMm7e3rqkcXo0paRAw5xKLZEqURUZ3SHPksZDRJc+IQT+4puHcWK0uurOjitwejSB7e0+nKyhp/rrb9i4lGFCVWTEK9R28FaZCM+RJAk7OxZebUNEBABnx1MYiZlwqywfnTYdtPq1mpLibe2+JW3bkCQJjhAVixDWkgwDgM9gT+BLFW8BN7GJpIXBWBYTVSa3ADAwk0XEU30S2hU0GtJH7eq+6pcSEhEtlekIPHh2CoMzlZcBzjeZtFDL5ZIENCQBffbsHmQiopUyk7aRtd0a2mVKcFwBpYZiC2Hv0uftuoIGV7zQovgT0sTq7dkWy1ZfaVqRpLr3HhdiYRciWkmuK+qLkTVcePVEPDgzUf1sciWMj0S00qpPhC9SZamo5+9CDFVGylx6Kztuj6NqMCFuUmnLwZND8ZqPs12BrS3VF6P60xs21Lxsj4hoNdmOi/85NlbXsS01zGi89VlbsKMjUNfnEBGtlkTGRtqsb7JDq3L/bW/Egw1RbnGjlcGEuAllLAcf+ukp/PfJybqOV2q42/avDw8u2kuYiGgtee93juCD3z9W17G1tOH4l/vP49RY+ZZxRERrUf9kGo+ej1Vs0bkQRZLgVlnLd3Amg+GZ2oq4EtWLRbWaUNp2F2yQLgFFBQj2dvqxryuAqZSNR/pnkDRtPHNLBPeemV7wc/y6AgE0ZA8xEdFKEELg+EjlStHz4+OmFi9eenk3YhkbD5yZxOmxJF5z7Qb8v0cGyva2nBPyqBiOZbGlrXK/YSKitaaaIoNzFAnoa/VCCCCesTGTtrCzI4CzE6lFt6Q4roCfRaxohTAhbjJjCRP/eP+Fiq+/4rJORLwaJpImHCHQ5tdxRU8w37bjhXva8MvTU7i8J4ijoymMJs2K57q2L4zn71pahWkiopUSy1j4P/91CkMVCmk9b087XvG0Xjx4ZgqaIsFvqHjGtlb0RHLL+v74xk344i/P4g+v24D7zkzh9ESq4n65La0+/MVvb+f+XyJaF4QQ6J/KYDRe/rrPpyvY3xvAwFQmX8SqJaAhUNAN5PxEGt0RA/GMjaFYBpUanPh0Bft6AgjWUMSVaCnYh7jJ/PMD/Xjg/EzZ12QJ+NALdqA9oFd1rsmUhdGECZ8m49uHR3GsoNXIng4/3vyMpbUTISJaSd96bBB/8+MTFV//4Ev34Lf3dlR1Lstx8atTk9jVGcDdDw/gnidH8q+FvSq+8vqnVd0fmIhotSWzNh45F6v4enfYwI7O6qvmj8SyCHpUjMSyODGaLFqC/fStEYS82lKGS1QTrmVtAkII2K7AVx8frpgMA7mlzVFf9XfjWnwadnf4sTHqxRuv2wBdkeCZXR69k8sAiWidcFyBHx8ewad+enLB922soaCgpsh49s429IQ9eMfNW7G/JwhdkaHIEvZ0BZkME9G6IIRAImPjyf6FC7H69NpiWmfIgE9XsKXNh02tudiqyhJUWeLMMK04/sRdws5NpSFLEizHxd/ee66kuJWm5MrfuwJ49dO6EfVqUOX67pHoqoybt7cgkXVwYjyFvggrAxLR2jU8k0H/VBr7e0N4xRcfxHiidBmgT1eQMh387lU9uH5LFFva6usZLEkSXnFFN+4/O4XDQwlcuymyxNETES0fxxWYSlpoDWg4NJDAVKq07owy20Ip6MkltR6t/jm2nrAHadNF1nbz9We4mYRWEpdMX6J+dmICXzs4DL+uwKMqGCuz1/dZ26J4ajiJdz17MyINXJpSa+N1IqKV9ODZKdz13SOIpW1s7/Dj6HBpEa1rN0cxHMvgr2/Zi61tvpr6Cy/EdgVUxkciWqPSpoMjQwkksg5CHhWxjF3yHkUGWv06Ij4NrQEtv2d4qVwhWFeBVgVniC8xtivwqZ+fxemJFASAeNZBvEJFwE1RL9r8ekOTYQBMholozfrkT07gu08M51fMlEuGAaA77MFVG8PY2dnYPsFMholorRqeyeL0WAr27IbecskwAHhUBWGviqi/cckwACbDtGqYEF9ihmIZnJrIFbfa1xXAVb1BfPPJUSTnNVD3aTKevjnC4ENETcNxBX5waARZ20V32IM/eeZm/OcD/Tg+WpoU3/a0HmzvaGwyTES0lo3FTdiugCQB29t9mEpZGE+ULpfujhjo5tY4uoQwIb7EhD1avk/m1hYvbtragus3RXB0NImvHxzBUDwLTZGwIeKB6bjwqCzsQkTNQZaA9oCOc5NpbIh68Px9nfitXe04M57EP//qHH55cgKyhLr3ChMRrWfGbGFUCUBX2EBnyIDpuBiazuLCVCb/Hq50oUsNq0xfYlwhsKXFi5fua8dzduZ6AGuKjAPdQfzB07oBAJYjcHwshRMFbZKIiC51jiuwuc2PV17di3c+dzuA3MXd7q4gPvDSPTBUGa4ATo0l8dMjo6s8WiKilaWpEjpCOvb2BCFJEmRZgkdTsLnNi9Bs5ees7WJwJrvKIyVqLBbVaiJCCLzjO8egyMD+rgD+1zW9XDJNRDTrXV8/hPvPTGJ/Twgf/939bP1BRDTrwmQaZ8bTCHlUbG7zIuJjn2C6dPBf+3VCCIG07cK3hN6VkiThmr4QNrV4ceOWaANHR0S0eoQQSGYdBJaYwN68ux0Rn4b3vmhXg0ZGRLS6hBD57h/SEiZBon4N43ETl/cFl3QeorWIM8TrxMmxJKI+Da1+fUnnmascyP0fRHSpODwQQ8SvoTfiXfK5MpYDzxJuPBIRrSWprA3bFQh61CUnsmyrSZcq7iFeJ8JeFQmzfPukWqiyxGSYiC4pOzr9ODPemJoITIaJ6FLi1RWYtmjIrC6TYbpUcYZ4nUhbDry8UCMiKpHM2vAb3AFERDSf7QooErjMmWgBTIiJiIiIiIioKXHJNBERERERETUlJsRERERERETUlJgQExERERERUVNiQkxERERERERNiQkxERERERERNSUmxERERERERNSUmBATERERERFRU2JCTERERERERE2JCTERERERERE1JSbERERERERE1JSYEBMREREREVFTYkJMRERERERETYkJMRERERERETUlJsRERERERETUlJgQExERERERUVNiQkxERERERERNiQkxERERERERNSUmxERERERERNSUmBATERERERFRU2JCTERERERERE2JCTERERERERE1JSbERERERERE1JTURpwkk8nANM1GnIqImpSu6/B4PKs9jIZjfCSipbpU4yPAGElES9OI+LjkhDiTyWDLli0YHh5e6qmIqIl1dXXhzJkzl9RFH+MjETXCpRgfAcZIIlq6RsTHJSfEpmlieHgYx09fQDAUBAQgAAiRe13MPjH3nIC4+JqYfcfs6yh4Xcx9wLzn5h8jKnzGxWMvnqPkPQs8rjT2So8LP2P2IdzZkcy91513rFv4tc3/3sz+t1v0tQu4s3+WPJ49zp39j+LXL57HFbOfO/scBODOPn/xHLPHzr6WH+vccWLeOVH5eCFKxzn33qLHc3/d+eNEyWOBCscWvL/wewpxcSyFnyPmnSP359znFT+PkvcV/Iniz57/uuvOPw+KPy//dRUeX/iZ5R/Pf+7iwC+er3T8FY7NH+/OnmP+n7mf5PKvucXH5//CK72vzPNzP6x2BsNP/RtM07ykLvhK4iOwaEwp/CvFIvGwlvgIlP/cauIjsPh7FoyPZT6nlviIgucL/6wmPmLuudnzuPNeL4plojQ+5o65GGtqiY/In7/88XO/p5XiY/74wjEXvbZwfMS852qJj4Xft4vxo/i5heLj3M9MpeMXio9zn10c02qIj3M/b4Vxruhc88dffL6LX/vcsTXER6D8+6uNjyXH45KNj8DC15CLx0cAC8TDheLj7MtFMbLc51aMj/nXKo+1lphaS3ycO7bSNeRi8TH/tYvy15DFrxXHx9x7Lj4/F0eqjY/zj8/9WX18BErjXLXxseKxhZ+5QHws/L6VxryF4yPKHVdDfJz7mS98fy3x8eLnl75vsfi4+LGLxMf84Be4lqwUHwEseA0p0LD42JAl0wAQCoXqSogXCl4o85yYfaOYd87lDla1nGP2owt+SVEavMoEs7ngMPfZhc/N/RIulBDPfebc5xcFtIJf6pJgVPA6sHBAKzp+7pxY5HhR+YIv/3jur1uIoiC02AXfQgnx/HPNP3Z+MMv/TC74vvJ/AqXPS+4in1fy2QsHtIoBafbYiz9shf+r4jkA5QPVIolw2YS4huPExUAp5v77EpWPj8CiMST/LS2KFyg4tnLMFLNPijKfMfv2mmLZxXPWfkzhY5R5rpb4OHe8W/B68WMUx5mCx5h7ruRzq4uPQPUXfPPj48VxL3C8qBwfUTg+XDyu2viIec/VEh+Lvm/52DP/ucp/Lnb8QvFx7tjFYl/F98z9bsx7X3EcXOA5zH++hvgIlH+t2vhY5vhLPT4C5a8hF4uPQGHMAGqJj7Mv1xzL8o/z56/vHHNjr/SeheLj3LGVriEXi48Xv/by15DFrxXHR6BMQiuqj49Fx88dg+rjI1Aaq6qNjxWPLXzvAvFx7ueu0jVd5dfmfmYXes/C8bH0+NmflfyxC8fHi8dXfl9xzJv/w1rm+fz/FomP+eMXS4jLxEdg4eNE4+Iji2oRERERERFRU2JCTERERERERE2JCTERERERERE1JSbERERERERE1JSYEBMREREREVFTYkJMRERERERETYkJMRERERERETUlJsRERERERETUlJgQExERERERUVNSG3WiWCwGAYHZ/4MQuefnPycgLr4mZt8x+zoKXhdzJ5733PxjRIXPuHjsxXOUvGeBx5XGXulx4WfMPoQ7O5K597rzjnULv7b535vZ/3aLvnYBd/bPksezx7mz/1H8+sXzuGL2c2efgwDc2ecvnmP22NnX8mOdO07MOycqHy9E6Tjn3lv0eO6vO3+cKHksUOHYgvcXfk8hLo6l8HPEvHPk/pz7vOLnUfK+gj9R/NnzX3fd+edB8eflv67C4ws/s/zj+c9dHPjF85WOv8Kx+ePd2XPM/zP3k1z+Nbf4+PxfeKX3lXl+7ofVMXEpy8dHYNGYUvhXikXiYS3xESj/udXER2Dx9ywYH8t8Ti3xEQXPF/5ZTXzE3HOz53HnvV4Uy0RpfMwdczHW1BIfkT9/+ePnfk8rxcf88YVjLnpt4fiIec/VEh8Lv28X40fxcwvFx7mfmUrHLxQf5z67OKbVEB/nft4K41zRueaPv/h8F7/2uWNriI9A+fdXGx9LjsclHx+B8teQi8dHAAvEw4Xi4+zLRTGy3OdWjI/51yqPtZaYWkt8nDu20jXkYvEx/7WL8teQxa8Vx8fcey4+PxdHqo2P84/P/Vl9fARK41y18bHisYWfuUB8LPy+lca8heMjyh1XQ3yc+5kvfH8t8fHi55e+b7H4uPixi8TH/OAXuJasFB8BLHgNKdCw+LjkhFgIgUAggJ1b+xoxHiJqUoFAIB98LxWMj0TUCJdifAQYI4lo6RoRH5ecEEuShEQigQsXLiAUCi31dCsmFouhr69vXY17PY4ZWJ/jXo9jBtb/uCVJWu2hNBTj48paj+Nej2MG1ue41+OYgUs3PgLrM0au95+j9TTu9ThmgONeSY2Kjw1bMh0KhdbNN6/Qehz3ehwzsD7HvR7HDKzfcV+q1uvfB8e9ctbjmIH1Oe71OOZL3Xr8O1mPYwbW57jX45gBjns9YVEtIiIiIiIiakpMiImIiIiIiKgpLTkhNgwDd955JwzDaMR4Vsx6HPd6HDOwPse9HscMcNxrzXr9ujjulbMexwysz3GvxzED63fc1ViPX9t6HDOwPse9HscMcNwrqVFjlsSlWLaQiIiIiIiIaBFcMk1ERERERERNiQkxERERERERNSUmxERERERERNSUmBATERERERFRU1JreXM2m8W//du/YXJyErIsY3JyErfddhue9rSnAQB+/etf495774Wu62hvb8drXvOaZRl0LSqNefPmzfjkJz9Z9N6ZmRl0d3fjfe973yqN9qKFvtenT5/GP/3TP8Hj8cCyLFxxxRV4xStesdpDXnDMJ06cwL/927/B5/MhHo/jDW94A7Zv377aQy7rYx/7GLZv345XvOIVmJmZwUc/+lFIkgTTNPHiF78Yz372s1d7iCUKxwwA4+Pj+NCHPoSnP/3peOUrX7nKo6uscNzf//738dBDD0FRFExOTuK1r30tLr/88tUeYtUYH1fOeoyPwKURIxkfVw7j4+pbjzGS8XH1rMf4CKzPGNnw+ChqkEwmRX9/f/6xZVniT/7kT4QQQjz++OPiS1/6Ui2nWxELjXm+z3zmM+LIkSMrNbQFLTTut771rSKZTOZf+8AHPiAGBgZWfIzzVRqzZVni7W9/uzBNUwghRCaTEe985zuFbdurNdSKfvKTn4jvfOc74mtf+5oQQoj3ve994vjx4/nX3/3ud4uxsbHVGl5Z88f8yCOPiDvvvFP86le/Enffffcqj66y+eMu/D5nMhnxx3/8x6s1tLowPq6c9RgfhVj/MZLxceUwPq4N6zFGMj6ujvUYH4VYnzFyOeJjTUumfT4fent7849VVYWu6wCA7373u3jta19bWza+AhYacyHTNHHq1Cns3r17JYdX0ULjdhwHXq83/1pLSwuSyeSKj3G+SmM+c+YMdu/eDU3TAOR6ht144404ePDgag21rPHxcZw+fRpXXXVV/rnJyUns2LEj//jWW2/FT37yk9UYXlnlxrxt2zbcddddUNWaFoCsqHLjLvw+G4YBn8+3GkOrG+PjylmP8RFY3zGS8XHlMD6uHesxRjI+rrz1GB+B9Rkjlys+LmkP8YMPPoiuri64rotsNouf/exn+MxnPoNPfOITePjhh5dy6mUzN+b5vv/97+OFL3zhKoyoOoXjftWrXoUPfOADGBwcxPe+9z3Islz0w7BWzI3Ztm3IcvGPWjAYxPnz51dpZOX90z/9U9E/ylNTU2hpaSl6z9atW3Hy5MkVHlll88cMAOFwGAAg1nCL8XLjLmRZ1soNZpkwPq6c9RgfgfUVIxkfVw7j49qMj8D6jJGMj8tvPcZHYH3GyOWKjzWn/67r4v3vfz/6+/uhKAo+/vGPY3p6Go8++ihuueUWvOUtb8m/p7W1FVu2bKlrYI1Ubszz/dd//Rc+85nPrMLoKqs07quuugr33XcfPvOZz2B0dBTvfOc7V3mkF5UbczAYxD/8wz8gmUzC7/djfHwc3/rWt9bUPx5f+9rX8KIXvQiGYeSfS6fTCAaDRe8LBoNIpVIrPbyyyo15Pahm3P/4j/+IV7/61Ss4qsZgfFw56zE+AuszRjI+rhzGx7UVH4H1GSMZH1fOeoyPwPqMkcsZH2tOiGVZxl//9V8DAMbGxvC+970Pf/VXf4Vrr70WV199df49r3rVq/Dzn/98TQS0cmP++Mc/jkAgACB3F+qqq64quQO12iqN+4Mf/CD+/M//HJ2dnchms7jrrrvwmte8Bnv27FnlEVce87vf/W58/vOfh67raGlpwY033lj2LutqOHfuHMbGxnDbbbcVPe/z+ZDJZIqei8ViRcuNVkulMa911Yz7O9/5DqLRaD6erCeMjytnPcZHYP3FSMbHlcP4uPbiI7A+YyTj48pYj/ERWJ8xcrnj45IWiLe3t+Paa6/F6OgobNsues113aWcetnMjfnkyZO44oorAABf+cpXcOedd67uwBZROO5gMIjOzk4AubXyr33ta/E///M/ayagzZn/vb7jjjvyr33wgx/E7/7u767i6C763ve+h+np6fwd1Hg8jsHBQQwNDWF6errovadPn14T/0gvNOa3vOUtqzy6yhYb949+9COMj4/jDW94wyqPdOkYH1fOeoyPwPqIkYyPK4fxMWetxkdgfcZIxsflsx7jI7A+Y+Ryx8eaEmLXdYvugLmui0ceeQS33norAoEAzpw5k//L/vGPf4yXvOQldQ2qkRYaMwCcP38eoVAIoVBotYZYVqVxv+xlL8PAwACEEJAkCQDwyCOPYNeuXas11LzFvtdzHnvsMXR2dpYtTLEa/uzP/qzocX9/P+6//3684hWvwEc+8hEcP34cO3fuBJBbrvHnf/7nqzHMIguNeS1baNz//d//jfPnz+ONb3zjKo1uaRgfV856jI/A+oyRjI8rh/FxbcVHYH3GSMbHlbMe4yOwPmPkcsfHmhLiw4cP41vf+la+8lg8Hscf/uEfIhQK4U1vehM+9rGPwePxwHEcXHHFFWvil2yhMQPAv//7v6/JvTiVxh2JRPCHf/iH+P/+v/8PwWAQlmVh06ZNa6K32ULf63vuuQenT5+Gbdtoa2vD//7f/3uVR1udt771rfjoRz8KIQSSySSe97znoaenZ7WHdckZGBjAe9/7Xtx4441417velX/+1ltvxQ033LCKI6se4+PKWY/xEbj0YiTj48pgfFw96zFGMj6uDYyPK6NR8VESa7WMGBEREREREdEyWjsVAIiIiIiIiIhWEBNiIiIiIiIiakpMiImIiIiIiKgpMSEmIiIiIiKipsSEmIiIiIiIiJoSE2IiIiIiIiJqSkyIiYiIiIiIqCkxISYiIiIiIqKmxISYiIiIiIiImhITYiIiIiIiImpKTIiJiIiIiIioKTEhJiIiIiIioqbEhJiIiIiIiIiaEhNiIiIiIiIiakpMiImIiIiIiKgpMSEmIiIiIiKipsSEmIiIiIiIiJoSE2IiIiIiIiJqSkyIiYiIiIiIqCkxISYiIiIiIqKmxISYiIiIiIiImhITYiIiIiIiImpKTIiJiIiIiIioKTEhJiIiIiIioqbEhJiIiIiIiIiaEhNiIiIiIiIiakpMiImIiIiIiKgpMSEmIiIiIiKipsSEmIiIiIiIiJoSE2IiIiIiIiJqSkyIiYiIiIiIqCkxISYiIiIiIqKmxISYiIiIiIiImhITYiIiIiIiImpKTIiJiIiIiIioKTEhJiIiIiIioqbEhJiIiIiIiIiaEhNiIiIiIiIiakpMiImIiIiIiKgpMSEmIiIiIiKipsSEmIiIiIiIiJoSE2IiIiIiIiJqSkyIiYiIiIiIqCkxISYiIiIiIqKmxISYiIiIiIiImhITYiIiIiIiImpKTIiJiIiIiIioKTEhJiIiIiIioqbEhJiIiIiIiIiaEhNiIiIiIiIiakpMiImIiIiIiKgpMSEmIiIiIiKipsSEmIiIiIiIiJoSE2IiIiIiIiJqSkyIiYiIiIiIqCkxISYiIiIiIqKmxISYiIiIiIiImhITYiIiIiIiImpKTIiJiIiIiIioKTEhJiIiIiIioqbEhJiIiIiIiIiaEhNiIiIiIiIiakpMiImIiIiIiKgpMSEmIiIiIiKipsSEmIiIiIiIiJoSE2IiIiIiIiJqSkyIiYiIiIiIqCkxISYiIiIiIqKmxISYiIiIiIiImhITYiIiIiIiImpKTIiJiIiIiIioKTEhJiIiIiIioqbEhJiIiIiIiIiaEhNiIiIiIiIiakpMiImIiIiIiKgpMSEmIiIiIiKipsSEmIiIiIiIiJoSE2IiIiIiIiJqSkyIiYiIiIiIqCkxISYiIiIiIqKmxISYiIiIiIiImhITYiIiIiIiImpKTIiJiIiIiIioKTEhJiIiIiIioqbEhJiIiIiIiIiaEhNiIiIiIiIiakpMiImIiIiIiKgpMSEmIiIiIiKipsSEmIiIiIiIiJoSE2IiIiIiIiJqSkyIiYiIiIiIqCkxISYiIiIiIqKmxISYiIiIiIiImpK62gOg2n35y1/G5OQk3v72t5e89nd/93fYunUrXvKSlwAA3vWud+H222/HlVdeWdW5+/v78dKXvhS7d+8GAKRSKei6jpe85CV49atfDUmSGvZ1LOTYsWP4wAc+kH88NjYGy7LQ09OTf+7Nb34zurq68KUvfQkf+chHVmRcRLSyvv71r+O9730v7r33XnR2dlZ83wte8AIcOHAAn/jEJ2o69/j4OP7kT/6kEUPNu/3222GaJnRdh2masCwL+/fvx9vf/na0t7c39LMW8o53vAMjIyP5xwcPHsTll1+ef3zZZZfhL/7iL/D6178en/3sZ+Hz+VZsbES0sK9//ev47Gc/W3TdM+eTn/xk2edXGmMoY+ilggnxOvT9738f2WwWb33rWyHLjZ/kv+yyy/Cv//qv+cdTU1O48847MT09jbe85S1LPr8QAp/61Kdwxx13VHzPrl278H//7//NP64UdAcHB9fEPwpEtHwuv/xyfPWrX60Yfx566KEVvUiqxuc///n8mFzXxT333IPXvOY1+M53vgNd15d8/o9//ON497vfveB7/vZv/7bo8fOe97yiuDpn48aNUBRlyWMiosb6/d///YYnm+sFYyitJC6ZXmcee+wxbNiwAVdccQXuvffeFfnMaDSKv/mbv8HXv/71hpzv5MmTmJ6ebsi5enp68OY3v7kh5yKiteklL3kJfvjDH8J13bKv33333bjllltWeFTVk2UZL3vZy7B792489NBDSz6fEAKPP/740gc266677oJhGA07HxFRIzGG0nLjDPE6c/fdd+PWW29FIBDAF7/4RfzWb/1WTce//vWvx8tf/vL8kupqeb3eouXSx48fxxe+8AUMDg4CAGzbxtve9jbcdNNN+ffcfvvt+D//5//gzjvvxNjYGBRFwetf/3p84QtfwPDwME6fPg0A+MhHPoLNmzfXNJ45/f39+Ku/+qv8jPbXv/51mKaJgYEBPPDAA5BlGdFoFB/+8Idx7NgxfOELX4Bt27BtG6961atw6623Fp3vF7/4BT73uc/BcRyYpokXv/jFeOMb31jX2IioMbxeL66++mrce++9JTFvZmYGw8PD2LZtGx544IH886Zp4nOf+xzuv/9+yLKMTCaD6667DnfccceCd/IPHjyIT33qU0gkErBtGzfccAPe/e5354+55557cM899+BLX/pSzV/Hhg0bMDExUfX4vv71r8NxHExPT+MnP/kJLMvCe9/7Xvz7v/87Dh48iNtvvx1Abrn4a17zmprHM+f222/H3/3d3+VnY175ylfiTW96E774xS/CcRw4joM3velNuOKKK/DRj34UZ8+ehaZp6Ovrw/vf/374/f78ucbGxvDRj34UJ0+ehCzL2LBhA+666y60tbXVPT4iKi+RSODjH/84Hn/8caiqinA4jPe///3YsmVL/j31/j4zhlaPMXT9Y0K8jsTjcRw8eBAf+9jHIEkSzp07h/Hx8Zp+Sbq7uxEIBGr+7LGxMQSDwfxjj8eDN77xjfm9xgMDA3j1q1+Nb33rW4hEIvn3fehDH8I73vEO7Ny5M/9cOBzG9773Pfz1X/91zeOoxmc+8xl84hOfwLve9S4AwI9+9CO88Y1vRG9vL/7xH/8RXq8X6XQar3nNa3DgwAHs2LEDAPCb3/wGn/nMZ/C5z30OHR0dcBwHf/mXf4lvfetbePnLX74sYyWi6rzqVa/C3/3d35UkxN/85jfL/n7quo7LL78cf/ZnfwZN0+A4Dt7xjnfgG9/4Bn7v936v7GecPHkS73nPe/DZz342f0H5t3/7t/jc5z6XX64dCATQ3d1d19dw+PBhvPCFL6xpfN/+9rdx88034xvf+Eb+ueuuu67i0r1GOHr0KH72s5/hy1/+MlRVxdTUFF71qlehs7MT73nPe7Br1y4AwD//8z/jc5/7XD7WZrNZvOENb8A73vEOPPvZzwYA3HvvvbjjjjuKtuEQ0dIJIfAnf/IneMlLXoIPfvCDAIBDhw7hne98J77+9a/nk8J6f58ZQ+vHGLr+cMn0OvKd73wHL3rRi/IztS996UvxzW9+s6ZzfPjDH87/klXr+PHjeNvb3la053fjxo35ZBgAent7ceONN+Lw4cNFx15zzTVFyfBKOHDgAG688cb84xe84AU4ffo03va2t8Hr9QLIzTi9+MUvLlp68+lPfxof/vCH0dHRAQBQFAXvfe978eUvf3lFx09Epfbs2YOpqamiAicA8MMf/hAvfvGLyx7z7Gc/G5qmAUB+hUrhLPJ8n/3sZ3HHHXcUza685S1vwfe//304jgMAuPnmm/GhD32oprHPzMzg7//+7xGNRrF3796axpdKpfDHf/zHNX3eUqVSKbz97W+HqubumUejUTzjGc/A3r178xdyQG4WpHC83/zmN3HDDTcU/RvzzGc+E6FQCE8++eTKfQFETeBXv/oVIpEIXvnKV+af279/P2644Qb89Kc/zT9X7+8zwBhaL8bQ9YczxOvIV7/6VXz+85/PP77lllvw2te+tuFLep944gncfvvtkCQJhmGgr6+vqmXNXV1dmJqaKnruuuuua+jYqrF9+/aS56LRaMn4W1pacObMGQBAOp3G6OhoUaACcrPZc0us5wIbEa2O2267DV/72tfydQMefvhh7Nu3Dx6Pp6rju7q6MDk5WfH1hx9+GH/zN39T9Jyqqujr68PQ0BA2bNhQ9Vj/9E//FLquQ9d1+P1+3HLLLYsWJSw3vtWIoS0tLWhpaSl6LhQKlRQwDAQCiMVi+cf3339/2Zmjyy67DMeOHcOBAweWZ8BEl6i77767pF5Md3c3PvWpT+H+++/HM5/5zJJj5n7fXvCCFwCo//e5HMbQ6jCGrj+8wl8nDh48iP7+/vyyijmjo6N46KGHcM011zTss+ZXmS5nZGQEd999Nw4ePAjHcWBZFgYGBkoqR88PCJX84he/wBe/+MX849tuu63uZcqhUKjkOVVVyya0QggAubuPsVgsv5+kUCaTQSwWq/prIaLl8eIXvxi33XYb3vSmN0GWZXzlK1+peOffcRx897vfxY9//GNkMhlks1mYprnglpGZmRm87nWvK3l+cnJy0QvF+QorpC5lfLXEncL41dnZWVIhtVrlYiiAsjce5mIokOtI8OlPfxr/8A//UPSeZDJZNItFRNVZqMr05OQkfvGLX+Db3/520fPZbBZPf/rT84/r/X1mDGUMbSZMiNeJu+++Gx/5yEfyd/zm/OAHP8BXvvKVhibEi5mcnMQb3vAGvP/978db3vKWfOunT3/603Wf81nPehae9axnNWqINQsEAti4ceOy7SchoqXzeDy4+uqr8ctf/hJXXXUVRkdHK27JeO9734u+vj588pOfzBcsOXfuHO68886K529vb1+xGFDP+Baz2vErGAziPe95T9F2GiJaHsFgEG9/+9vx3Oc+d1nOzxi68hhDVw/3EK8DiUQCDzzwAJ7znOeUvPa85z0PDz30EOLx+IqN57777sNNN92Ea6+9tqgP8vHjx6s6XtM0WJa1XMOrSyAQgK7rGB8fX+2hENECbr/9dtx999341re+hZe97GUV33fffffhz/7sz4qqdy4Wo3bu3Iljx441aqgLqmd8hSRJqtiGarVcffXVePDBB1d7GERN4ZprrlnW3zfG0JXHGLp6mBCvA/fccw9e9KIX5QsHFNI0DS960Ytwzz33VHWuu+66C7/+9a+XNJ7NmzfjiSeeyCe1Qgh89atfxdmzZ6s6fuPGjXjiiSdgmuaSxtFob3rTm/AXf/EXJftPxsbGVmlERDTfjh07MDMzg29+85t40YteVPF9LS0tOHnyZP7xqVOnFu2l/uY3vxnvf//70d/fX/R8YQz45S9/ma/ouhT1jK9QX18fHn300SWPo5Fuu+02fOc73ykpajMzM4NsNrtKoyK6NN188804dOgQfvSjHxU9n0qlkEgklnx+xtCVxxi6erhkeh346le/is985jMVX3/lK1+Jt73tbfiDP/iDRc914cKFBQsiVGPfvn14/vOfj9///d+HruuQJAmveMUr8Kd/+qdVHd/e3o7f/d3fxW233YZoNIrXv/71ZQtDrLSbb74ZsizjLW95CzKZDLxeL3Rdx3Of+9yye4uJaHX83u/9Hg4dOgTDMCq+5yMf+QjuuusuuK4Lx3Gwe/fuonZs5ezfvx9/+Zd/iTvvvBOTk5Pw+XzQdR1XXXVVvpjL1NQUzp8/v+SvoZ7xFbrjjjvwvve9D4Zh4MCBA/iLv/iLJY9pqQKBAD73uc/hE5/4BD760Y/C5/NB0zT09PTgPe95z4J/X0RUG0VR8MUvfhGf+tSn8IUvfCF/zdLa2oo77rijrhabhRhDVx5j6OqRROFubiIiIiIiIqImwSXTRERERERE1JSYEBMREREREVFTYkJMRERERERETYkJMRERERERETUlJsRERERERETUlJgQExERERERUVNiQkxERERERERNiQkxERERERERNSUmxERERERERNSUmBATERERERFRU2JCTERERERERE2JCTERERERERE1JSbERERERERE1JSYEBMREREREVFTYkJMRERERERETYkJMRERERERETUlJsRERERERETUlJgQExERERERUVNiQkxERERERERNiQkxERERERERNSUmxERERERERNSUmBATERERERFRU2JCTDTLdh04rrPawyAiWnOEEHBdd7WHQUS0Jpm2BSHEag+D6qSu9gCI1gIhBL596gfIOBlsCvbhpt7rV3tIRERrRspOIG7FoEgK2jydkCRptYdERLQmjCTH8R+H78GF+BA+9qw74FGN1R4S1YgzxEQA4lYCPzj7U/xm6CE4grMgRERzhBAYz4wgbk0DEEyGiYgKfPnQt/Gt4z+F5dirPRSqExNiIgApKwVHuGj1tODp3Vev9nCIiNYQAUc4UCQVIT262oMhIlpTJjMzMBQdL93xHM4Or1NcMk1Ny3ZtfPbgP8Ov+dDuaQUAXN/1NOiKvsojIyJafePpYWTdLIJaBI6w4VeD0GVe7BERffv4f+GBoYN4wZab8OjwYUQ8QTyj96rVHhbViQkxNa3JzDQeG3sSuqzjlTtvwQs3PQcBzb/awyIiWhNi1gwcYSOghhDSo1AkhculiYgAPDJyCPdeeAh7Wrfh6b1Xwad5IMCiWusVE2JqKq5wIUsyXOHivuGHAQCt3ihu6L4Gfs23yqMjIlpdQuT2CKfsBBxhQ5N1qLKKTqNntYdGRLSq5q4hT06dw6mp8+j0tcJxHdx545tXe2i0REyIqSlYtoXDU0fx+NhhvHbv7+PI5HH86OzP4FEMXN91NYaTo/jXI3fDp3rxuj2/j65A52oPmYhoxSTMOEw3A78WhCZrGEr1AwAMxQNFUjGYPAfTzaLT0wtD8UKWWYKEiJrDU2Mn0Z8YBgD89pYb8akH/wVDyTF0+FpxXc8V+Owj/4EHhg7idQd+F1d27EHUG17lEVOt+C8aNYXT8XP428e+iLOx8wAAr+pFyk4j42RxYvoUtkU242kdl+PGnuvw1NTxVR4tEdHKcYWL4fQFTGbHoEoqJEj5fpppOwVV1hDUIojobUg6CSbDRNQ0hBD4+0e/jA/8+rOIenKJrq5oMB0Lw8kxOMLBi7c/G8/quxZPjB6FR2OdhfWIM8R0SRtLT2AwMYx/PvyfAIC+YC8AoM3bkn/PZW37AAC3bH0B98cRUdMQwkXciiFhzUBAQJcNSJIMQIIqq7BcEx7FC0VSENTD+eXURETN4Punfo6pzAyeHDuOTl8rgnquzkyXvx0A0O3vwKZQD0JGAG+47BWMj+sYE2K6ZGXtLH5y7uf49eADaPFEkbRS6Avk9sEFtQA6vG0QEHBcBwAYyIioqcStGEbSA7kl0JChKwYkSJAkCR7Fm58lnouNjJFE1CyeGj+Jzz36n2jztaDFEwYkCdujGwH8/9m76/A6rjPx49+BO5fFDJYlmSnmxHaYk4ZTSBm2sGXYbbewvy3DbmG32265TZtCmrThhpmcODEzyZLFfJkHfn9c+9qKwIIrsH0+z7PPWjNnZs648WjeOee8Lywumsvmzl2EU9FM/hnxfDy9Sdbx33iCcIbpiHSxt/8gnZFuOiJd7Orby0WV68nRvMiSxLryNdgVO17NjU22TXd3BUEQpoxpmfgTfSiSQkQPE9FD2BUHubZ8okaEInsZFiaKrKJIynR3VxAEYUrdf/ApNMXGzp4DPNLwHDl2Lx9c9haebd7Ef2z4OH0xH+WeksyosXB6EwuBhDNWubuUy6ov4C1zb+Cc4kUAeDUP+3yHeKl9E8XOQvrjPpJGasBxx0eMBUEQzlSyJFPgKCZHyyffnq7DbpM1YkaUSCqEiYEsyejmwOejZVmI7+iCIJzpbpp3OdfWX8Q/L7+NHLuXam8ZHZEeNnfuYlP7DuryqjnQd2TQcbp4hzwtiYBYOONpio2Vxcu4qHI9h/xHaAw0UZNTzQttrxA5abrLcTE9Ll74BEE4K0iShKY4yNcKkZAIpQLYFSdxI0o4FUSTByaIsSxT1NoUBOGskefI4aMr3k6Fp4Q/7XmAWTkV+OJB/rz3IRYXzx3Q1rRMoqnYNPVUmAgREAtnhceOPoMkSdR4q3CoDrZ27+Thxid5pvVFIqkofz/0IH2xfgA8mlusBREE4awRTYWJGTHsigObbCNuROmJdeJPpp+JvkQvUT0CgCwryJJ4dRAE4ezQEuzgrn2PMK+glvkFdTQH2/n1jrt48NDTNAc62Ni6lfsOPoFlWciSTI7dM91dFsZB/FYTzjiGaXBfwyOYlgmkv9jNy69nZdESmoItxPQ4EhIXVq3ntnk3s7f/AF7NS+FJmacFQRDOVP5EPykzmflZlhRybfmkzBSpY1OkPbZcSp0V6FaKhBHHqbiGO50gCMIZY2PrVnb3nCi/mTRSvH/JLWiKjUO+RgAWFtbzyVXvYXZuFQ81PMtlNevFQMppTiTVEs5ITcFmdvXuo8pTwaudm9FNAxOTXb17SZk6ADmal/cuvI3VpedMc28FQRCmTspMEk4GUWSVmB5BlhQieggJmaQZz7QrtJdQ4Ciexp4KgiBMrZSR4uEjz5PQk+imji8e5PHGF5lXUMur7dsz7S6sXsM3L/gMqiySDp4JRNkl4YzUFu7k74cfyvysyRqGpWMcGzX22NzMyaulLnfWdHVREARh2vQmujJ/lpAGrQt2Ki5cqsieKgjC2UWWFP6w6166o+klI3ZFQzeNAcFwhaeEq2ovEMHwGURMmRbOSEXOAvLsueRqOdTmzCJpJllRvIxZ3krcqosF+XN538LbKHDkT3dXBUEQppSEhF12IEtKut4wFppsx6440WQHqqRS6qrCoYpp0oIgnF1kSWJJ0TxsssqCgjrsioZXc7OmfCmLiuZgVzT+de0/cfGstdPdVSGLREAsnJHm58/hy2s+w3c2fIU8ey4SEoqs8N6Ft5GjeQkmQ/THfejHpk8LgiCcLVTZRqW7hhrPHByKCwkZWZIpcZSjSAoWkDDiWMdm1AiCIJwtJEniq+d/kj9e931unHs5LpsDgLfMv5pzy5ahmzpNgTZM0xTvkGcQMWVaOG1ZlkVHpIsKT9mQ+0td6bVvl8+6kGpvJedXnIvX5iHX7uVIoJkX2zfRF+/n3fPfQpGrcCq7LgiCMOkSehxNsQ+Z7EWR07/+8+wFgIXHlotdsWNXHMSNKP5EH/3xbkqcFdgVh0gYIwjCGaUn0ofL5sStDZ4Jo8oK1TnllLqL2Na1l+vmXMKqssUkjBQWFnftf4SD/Y2sKV/KpTXr0BTbNNyBkE1ihFg4bXXHern/yKOnbLekcCG31L+JUlcxDsWOS3Xh0dycV7aKxsBRDMQoiCAIZxbTMumJd56yZrBN1ihylOFUXYB0rKSShFfLRULGsHRRd1gQhDPOH/c+SGOgbcQ2mmLjPzZ8nFVliwFwqenR4ktmnUuJq5BAIkwgEZr0vgqTT2SZFk5rpmWOqSbmqx2bOeQ/gkN18Ja5NxBIBMm150xiDwVBEKaHZVljGtmNpiLE9RgRI0S1pxbd1FEkRYwOC4JwxjFME1mSRv1864362NKxh++//hsevPUXqLJCwkji1UTywTOBGCEWTmtjCYZTZgqX6uaAr4GYni4tIoJhQRDOVGMNZE1LJ2UlMS0Ty7JQZVUEw4IgnJEUWR7T860/6ieYCqGbOkkjiabYRDB8BhEBsXDWUCSFMncxLeE2yt2lpMzUdHdJEARhxnAqHqJ6GIfqxLCM6e6OIAjCjFFfMIvdPYeYX1BLKBmZ7u4IWSYCYuGsIUsyjx19mrqcGtw2FzZZJEEQBEE4LmqEsbCwSTZUWeTcFARBOK4z0ssLLa8zr6CWIpco2XmmEQGxcFZJGim8mod1ZaunuyuCIAgziomJZZnkaSLrviAIwsl0Uydl6tw093Icin26uyNkmQiIhbNGd7SXF9tfpSanWqyLEwRBOIlhGfgSvdgVB7IsXg0EQRBO9psdf8Npc1DpLRXvkGcgMSdKOGsYlsG7F7xFFFIXBEEYQoG9mJgRne5uCIIgzDjnV61ClmRRc/gMJcouCWeVpJEinApT4BDrPwRBEN4oaSTQxHRAQRCEQVpDnVR6xAjxmUgExIIgCIIgCIIgCMJZSSwUEgRBEARBEARBEM5KIiAWBEEQBEEQBEEQzkoiIBYEQRAEQRAEQRDOSiIgFgRBEARBEARBEM5KIiAWBEEQBEEQBEEQzkoiIBYEQRAEQRAEQRDOSiIgFgRBEARBEARBEM5KIiAWzliPNT1N0khOdzcEQRBmnEgqRMKITXc3BEEQZpyeaD+PNDw/3d0QppBkWZY13Z0QhMnQHe2lxFU03d0QBEGYcVJmElWyIUnSdHdFEARhRvHFA2iKhtvmnO6uCFNEBMSCIAiCIAiCIAjCWUlMmRYEQRAEQRAEQRDOSiIgFk4LummQNFLT3Q1BEIQZx7IsTMuc7m4IgiDMOJZlEU3Fp7sbwgwnAmJh2kVSUboi3XRGuoZtc8/hh0iZIiAWBOHsYlkmhmkQSYWGbRNM+Uka4oVPEISzTzAR5tW27cPuPxps58HDT09dh4TTklhDLEyrxsBRDvgbqPFUMzu3GqfqGLKdYRoosjLFvRMEQZg+KTNJJBXCobgAC4fqGrLd8V/jIkGWIAhni2AizLauvThtDnTTYH3limHb6qaBKt4hhRGIEWJhWgWTYR5reoZ9voPYFW3Avu5oL5u7dhBMhHiubeM09VAQBGF6yJJCT7yTYMqHTR74fDRMnWDSj2kZ+JN909RDQRCE6eHRXNy+617uO/gkhY68Aft00+DxIy/iiwd5+ugrtIWGn4EoCADqdHdAOLvNzavj+torqfZWsrHjdc6vOBfLspAkie09uzkaaqE13M6FleswLRNZEt9wBEE4O8jIFDvKcNu8+JJ9FNpLgPRIcMpKEUoFiOkRCh0lmJgoiBEQQRDODrIk854lN1GfV83jjS9R5ikiR/MgSRIJI8mjjS/wQuvrfGrVe1Ak8WwURiamTAszRkyPcdB3BLui0RHpQpZkXKqTRYXzcduGniooCIJwNjAsA8uyCKX8OBUXET2MTdZwqq5Bo8eCIAhnk0gyiltz8fNtf+FtC67lbwceo9xdwoLCOuYVzJ7u7gmnATFCLEybhkATEhJFzgJyNC9O1UlXtIflxUuwsFhYMG+6uygIgjAtdFMnpkdw2TzIyCiSQtyMoUgqFhYF9mKxZlgQhLOSbho8dPgZrp9zCdFUnBy7h85IL/mOXHqiPt616AbcmhhIEUZPzD8VppRpmTSHWtFNg81d2/nGph/w5/1/5/WubQA0BpuJ6XHK3WX0xfqnubeCIAhTK2Um0U2duBGjM9ZKc6iBcCoIQMKIYVoGdsVJ0kxMc08FQRCmViARoi3URX/Mz0+3/IlL73wPr7RtI5SMEE3F2N93hHkFs2kOdkx3V4XTjJgyfYYIJcO4VReyPHO/cbSGO/j+lp/iTwSY5a3k0qoLSJpJarzVFLuKKHTkE9cT2BWNlJnirwfv4/Lqi6jwlE131wVBOI2ZpomJiSrP3ElRpmXSGmkiYaRHgfPthUjIyJKMU3Vjk21YlokFSEj0xrvw2HJwDpN5WhAEYTQsyyIQD5HnzJnurgzLsiz+c9OvebjhWVRZ5dZ5V1KfX0M0FWN16RKqc8uRJZlIKobb5uTBQ09jV+1cPGvtoIStgjCUmRs9CcOKRCODtnk1z6QFw5ZlYZjGhM/zfOvL+BMBAJpDbfx+318xLJMFBXMpsOehmwZJM4kkSTza9DQFjnz+0fjEhK8rCMLZIxqNDtomy/KkBsOmaU74HBE9RMKIAWBYOr3xLmJ6BK8tF1VS089hy0CWZMJ6EE3R6I61Y1oTv7YgCGeHod4fJUma1GA4G++P/fEADx1+BtOySBop7tz3MH/YdR+X1ayjJq8y/ZEw6sNtc9Id6SOcinL7zntoDXZm4Q6Es8HM/VwuDMvtck/p9SRJykqGvqFeSJ9peZHLqi/k5fZNHPQ1cM3sy8nRvNxYf42oPSwIwpi5XFM/YpqNj5HSEN+n40aMmBFBQiaY9GFXnOTZC/DacrEsixxbvlhHLAjCqE31+yOQlfc4WZJRJBnjpA+AoWSEhxue49b5V/HdV35JsSufT6x6NyXuQt6x6HreuuBaUXtYGDUREAsjOl4CKRtaQ+0Dfp6TV8cHF78TRVKo8VYjSwoO1Z7ZL4JhQRBmsmw+HxN6bMDPqqRS5qrErjhImSncNu+AsnMiEBYEYSbL5vOx0dcyIBi2KxofW/kOLqhaTSgZ4U31F9PzhrwzIhgWxkIExMKIsvnSFdGjKJKCLEmkTJ2eaA//ufknlLtLqfSUs7Z0BeFkhBJnkXjZEwRhxsvmc8ok/bInI2NiYlgGXbH0R0RNtlPkKCVlJoHsvmgKgiBMhuy+P6Y/GLpsTqKpGCkzxd/3P8b/bP4D8/Jn86V1H6E72sfxtEji+SiMlUiqJUyZg74G+uI+9vYf4IW2V1AllXxHHosK5rGrbx8u1cmb51zP40ef4YtrPj3d3RUEQZgyKTNJJBVCQqI7ns6QqkgKObY8AkkfsqRQ4izHl+yj2F6GXXVMc48FQRCmRiQV46FDT7OoaC4ffeKrAORoHi6tOY/nmjfh1dy8dcG1HPI1cU7JAq6uu3CaeyycbsQIsTAlNnVu5fnWl7mu9kouqDgPl+rkvPLV1ObMIpgI8XrXNgKJADt697Ch4tzp7q4gCMKUiRsxemOd5Gj5OBU3eVoCp+rGrXoBiBlR4kaMYMqPU3FhE1lTBUE4S0SSUb728k9YVbaECk8J71p8I9XeMi6pOQ+3zYlDtfPXfQ/zj4ZnOb9qNeeULJjuLgunITFCLEyJb2z6AQ2BJrw2Dx9c8k6WFy8dsP+Vjs1IQLW3kkpP+fR0UhAEYRr0xDrxJ/uQkCiwF1PgKB6wP65HSVk6EuCxzdzSKIIgCNn2bPMmvvri/2JYBpfMOpevnf+pAeuDffEAr3fsIpSMcOv8q6axp8LpTJRdEqbEv6/9HA7FTigV5uHGpzBMg+5oL6ZpEtcTbOvZxeLCBSIYFgThrFPsLMOlurGw8CV6MSyDlJnEsiwsyyKsh1AkRQTDgiCcdS6ZdS7vX3oLkA6O9/YepifaT1xPYFkWu3oO0h3tE8GwMCEiIBamhCzJfGTpewHwJwIc8DdwwHcYfzLIj7b9nEAigFN1TnMvBUEQpkepM11LE0kimgoTSYUwLYOuWBuhZABNFtOkBUE4O71j8fXMy5+NXdHY3LmLrZ176Iv5uf/Qk3zj5Z+yoKBuursonObEGmJhypxTtJi3zL2BcncpfbF+Lqg8D4ASZxHnFC8WKfIFQThrqbKNYmc5qqQSN2IU2IuRJAmn6kaRFFTZNt1dFARBmBZ2ReMTq95FIBGmKdDG6vKlFDrzWG0tZVZOJavLl576JIIwAhEQC1NGkRWuq71y0PYKdxn9cf/Ud0gQBGEGydXyAXDbvJltmqwR1cPT1SVBEIQZYVXZkkHbPJobsNBNHVUWIY0wfiKpliAIgiAIgiAIgnBWEmuIhSnRH/fjTwQBMoliBEEQBDAtk4QRz/wsno+CIAhplmVxoK9xwM+CkG1ifsFZzrIsJEma9Ots69nFS22v4rI58SeC1OfORpIkFuTPYV35mkm/viAIwlhN1fMxacTpjLVhlx2krBSKpKDJGrKkUOgomfTrC4IgjNVUPR9jeoL/eOnHLCmaS3Oog4Se5MLqNfRE+/jcmg9gV0XCQWHiREB8lvuvLT/BJtsoc5dwRdXFuDQnbptr1Mcn9AR21T5g20FfAw81Pk5PrI+LK9fTF/dTn1uD2+ZiV98+AFrD7QBUeyqydzOCIAhZ1BPvRDeTSJJMkaMUQzdwaKPPhm9aJrI0cCJW0kjQn+ghaSRwKE4UWc2UVPIlejPtooiaw4IgzFyPHHmeZ46+QsrU+eCyt1LkyKMip3TUx8f0OE7VMWBbMBHmL3sfYkvXHlyqg0tmnUdPrJ/3L72Fb278WaZdg7+ZYleBCIaFrBEB8VksnAxz2N9E0kyyo3cPcT1Bf9zPx895PzZZ49e776DQns+1tVccS1xwQlOwBQuLew79gyWF86n2VuJPBGkOtfHY0acz7e48eN+w15clmbWlKyft/gRBEMbLsiziRoyEEctsS5lJypQqNMVOX7yblJkiXyvE/oaXupSZxLRMemKdeGzeTIbodDDci4UJQMKMMxKvLTfLdyUIgpAdDb5mXm3fAUAsdQeyJPO+pbewrnIFTzS+xEutW7hxzmWsLFs8YCQ5nIzSEenhdzv/zvKShZS5i1BkhY5wD38/8Bitoc5M282du4e9/hWzN0zezQlnHZFU6yzVFenhj/vvzozYAhQ48umP+1hcuICPLX0fH3/uiwDMz5/Dx5d9gIcan2B+Xj3benaxpXsnCSOBxfj/83n7/Fu4uubSCd+LIAhCNhmmQV+im0CyP7NNRsYi/SGvxlNPa6SJpJlAQqYuZx6+RB+qbCNhxInqYVJmckJ98Kg5lLmqpmRKoiAIwljcc+BxfrrlTyTNFAASEkXOfHpjPn5x1Td49Mjz3H/oKWyyyg8v/SJdkT46I714NCdPNL7Mvr6GCV2/2lvGr6/5Nt43DNYIwniJEeLTyCONT7GiZCnl7tFPSRnOo0efHhAMA/THfQBcVLmez7/09cz2Akc+P97+KxoCTTzZ/NyEr33cpVXnZ+1cgiCc3cLJIEjZmWYc0UMDgmEA89iobp5WRFvkKEkzAYCm2OmOdRBKBSZ83ZPl2vNFMCwIQlZ0RXp5uOE5PrDszRM+V2e4hx+9fvuAbRYWPbF+1leu5NEjz/OPhmeBdFmk1zp28Ze9D2JmcfztitkbRDAsZJXIMn0a0E2dX+/+I387/CB37Ls7K+e8rvZKZnmrBm2fl1fPsy0vEtXT0wQlJCzLoiHQlJXrnux7m/+XQ/4jWT+vIAhnD8uy8CV66Yq10R1rx7CMCZ/TbfPiGWK6siqpJM3EgKnONknLejAM0B3rIJDoP3VDQRCEEWzp3M2HHvt//H7XvezuOTTh8xU48/joirejKbYB2xVJptxdzBNNL6Ob6efw0qJ53HPgsawGwwD3HXqK/3n991k9p3B2EyPEM9z+/sP8Zs8f6Yn1AdAUbMYX95PvyJvQebujvfTEeilyFNIb78tsP+Q/MmAatCzJvNa1dULXGk5PrI8qT/mknFsQhDNfykzRGW0lbkTTGyyI6zHcNs+EzmuaJjE9gibbMyPBALqlDwp+I3pwQtcaTspMYldHn8BLEAThZEkjxQ9e+y2PNDyfea97tX07S4rnTui8qqywsXUb1d5yGvzNme2GZXLPwccHtN3UsYOEMbHlI0PxxQNUeEUGfiF7xAjxDPZ61zZ+tO1nmWAYoNpbSa59/FMCLcuiI9zFjt7drC5ZPiAYBgatCTYsA9Myx329kawqOQeneOETBGEc4kaMtkjTiWCY9DpfxwSfKbqRIpjykWPLGxAMD2cieRRGosl2HIp4PgqCMHa+eIAvPvcDHm54bsAzam35somdNxbgocPPsqFqJX0x3ynbT0YwDOnZi1fXXjgp5xbOTmKEeAaK6wlebt/E3YceGPQwmeWtGlTGY6x29+/nsaPPYJNtp248SXI0LxdXiQyBgiCMjWmZRPXwsSzPA5+PNsWOPMHvvEkrSX+iZ0LnyIZ8e9F0d0EQhNNMQk9yNNjGL7f/lU0dOwbscyh2qnMmNisvYab44+776Yj0YJOnL4S4ed4V5NgnNhNIEE4mAuIZJKbH+fP+v7Ox4zWMYUZlHYpG0kiiKeOrvSZJElWechyKg7gxcsmPyaLJGv+68mPU5FRPy/UFQTj9HF8r7Ev2YQ6zTliRFAxTR1XG/7FPkzVUyYZupcZ9jokqcVaQo+VN2/UFQTj9PNW0kd/t/DtHg+1D7i9w5hJMhMh3jH+WYamrkOqccjoiPaRMfdznmYjr6i/mc2vePy3XFs5cIiDOslAohGbXUBUVRVFGfVxjsJmfbv8NvfHhk6isLFnGLXOum/AI8YL8uZS6ijgaap3QecbKoTi4quZi1patEmuHBeEsFQwG0TQNh8Nx6sbHGJZBW+TogJrAb2SXHZQ4yzM1f8dLlW24bd5BWaangteWR46Wh0sV2VMF4WwUCoVQbAouh2vUx5iWyfde/RWPHnl+2ORVeXYvX1n3UWpyKyfUP0mSuG7OJbzWsXNC5xmPFSULefOCa9hQuVJk4BeyTgTEWeb1ekkkEqMKhi3LQpIk9vUfJJKKjhgMLy6Yz/sXvZ2YHudosIVFhfNH3aeUkeKQ/wj1ubPZ1befPLuXUlcJTtWJW3Wxp//ApI8Wn19xLu9e8FYcqn1SryMIwsyWk5NDIjGKtbnHno9JI4FhGSRHeEYpkkKZqxpVUgmnQnhs3jH1KZwK4VY9RPQQqmRDQsKpuJAlhbgRw7AmdyTErjgod82a1mUsgiBMv+PvkKdy/PkYSUY5EmhhX1/DiJmc/339x1heupBN7TtYWjwfl230HyR39Rxkdm4ljf5WbLJKIB5iafE8PDY3PdE+Dp+UWGsy5Nm9/OfFn2dJ8bxJvY5wdhMB8SSw208d9O3rP8izrS+xrGgxTtnOq51bOL/iXF5q3zSorU1WWVO6gmgqxi92/Z7raq8aU39iRpw7D95HruZlV9++dCmlY0kWqj0VOBRtUgPi+tzZ/NPid054ZFsQhDPDqZ6RhqnTEW3BY8vBLjvpTXRRYC+mL9E9ZHuvLRdZkuiKtaNI6pgCYsuyCKX8+BN9xI3ogAQ0iqSmp2FPYkAsI1PhqkGdxvV4giDMHKN5h/zaSz+hwlvCjXMv47c7/s4tc6/k/7b9mZg++F1uXcUKKjwl3Ln3Hzxz9BV+fc23x9Sf/X0N/Oi139EXD9AX8yFLEqZlYZNVlk5BkPqNCz4jgmFh0okIZRokjSTNoTZ29e7j1Y7NaKodfzJAvj2PHG3wi9zy4qV4NQ+7+vZyXvlqVpWMLUtgjublA4vfwX7fYWBgVtSWcDv+5OSUDYF0JsD3LrxNBMOCIIxa1IiiWzqBpA8TA1mSSZlJHMrgaYQ2WcOhuEgYCSRkihxjK8UhSRKlzgpSZnKILPv6qDJNT0Sho1QEw4IgjNrB/kb64wH+tv9RdnQfoCa3gv39DawsXTSorSxJXFpzHlE9zs6eA/zXJf825uu9ZcE1lLgLM1mlj49Ep0ydrV17J3Yzp3Dl7PNZVbZ4Uq8hCCBGiKdFKBXhrwfvw7RMdvXtoz/upy3SwWF/45DtU0aK1aXLJ3TN2pxZ3DLnTTx+9Fn8icCpD8iCPHsOH1j0TmpyqqbkeoIgnP4sy6Iv3pXJIN0T7yI1QlBqWSZumwdZUsZdf1iWFEqcFfTGOyc9AD5OQqLQUUKulj8l1xME4cxw1/5H2dq1B4Df7Lib3piPpJFCkQYv1XOoDqq8ZSwsrOe7F/3LuK/5qVXvIZqKZ647Fa6fcymfXPXuKbuecHYTAfE0eKlt04Davt2xXmDoepbrytdwefXEaq0dX2tSnzubQGLyRoNPNi+vnk8t/xBeTaTFFwRh9GJ6ZEA5Jd0cvo6lXXZQ5CwFxp9g5fjz0aE40Cd5rfBxNtlGmbN6wjWTBUE4u/jiQV5u3ZL5uT3cjXYsq77xhuz7hY48PrHqXdTkVoz7esefj+WeYqxhqp9km8fm4jNr3sc1daLOsDB1xDzWabC69Bwcih3tWAKVlDm4vIfH5qY2p4Z4Ks4Lba+M+1oJPcF/vPo9jgSOosm2IYPubLuwch1fXP0pEQwLgjBmrmOjvcdHO4Z6ZknIaLIDRVLpi/cgTSAg7oi2EEoFQZJghKQ02eJQnFS560QwLAjCmOU7clhWvIACR25mW9IY/A45J7+G6pxy7t7/KOFkdNzX+93Ov/PH3Q/gjwdR5NFXThmvImc+/3P5V0QwLEw5ybKm4A1AGMAwDbZ07+DehoeJ6fEBU5idqhO7YiOYDGdGkRfkz+GLqz89rjTzlmXx2z1/ZlPnFhRZGTLhQrbM8lbywcXvYpa3SqTEFwRhXCzLImUm6Yi2YGENGC0GUCUbpmVgYh77WaXaUzfuckuBpI+eWAcSUuack0FGpsxVhUv1iOejIAjjYlom4WSU//fij/HFAxwNtqGbJ0aGi5z5pEydQCIEpEdbv37BpzivYvm4rnc00MY/PfplZEkmkhq+7F02fGb1+7i27kLc2uhLTglCtogR4ikWSUX584F7iOox+mL9A4Jhr81DuasE/7FpzbO8VawpXYGmaOO+niRJnF9xLtfVXjmpwTDAdbVXUZNTLV72BEEYt+5YO0kjgWmZA4LhdCkkN7qVwsTEJttwq95jgfD4nzkOxUmJs2LSZ894tTzcNq94PgqCMG5/2/8YG1u3YVc0GvzNA4Lhc4oXEEnFCCRCFDryWFexgrq86gklNa3wlPKVdR/FZZvcGS3z8mfzlgVXi2BYmDZihHgaJI0k/++V79EZHVhCpNRVTLm7lO09uzPbbqq7hpvqr53QS9TxNSB3HriX59s2Zj0wXly4gKtmXcKyokXiZU8QhAmxLIuuWBuh1MDkfxISXlsuwZQ/s82puKl010z4uZMuvRSgL96Nbg2efjgRmmwnz16A15Ynsu0LgjBh9x14gh++fvugj3i3zr+Kew48nvnZbXPy0Jt/iSbbJvwOeaC/ke++8ous1xzOd+Ryy7wruHneleQ7crJ6bkEYCxEQT5NgIsSRYBP7+g8NCFKXFy8hkAjSGu6g0lPGO+e/mXn59RO+XspMYZNt9Md9/O/2X9MYnPhDbV5ePeXuUj6w+B0TPpcgCMJxpmUS0yMkzASBRH8mSHUqblJmMvNyl6cVkmcvyMr1ZEnGsAx6Y50Dgu7xUiUbTtVFsaMMRZRVEgQhiza178CfCHHPgcfZ03sIgNm5VeimTp7dS2/Mx+qyJXzxvI9M+INh0kihKTZMy+SeA0/wP5t/P+H+y5LELfOuYkPVStaWj62UqCBMBvFbepooskJ3tI8NFWtZU7qcn+/8Pf0JP4Zp8rZ5N6GbBvPy6rCrpy7Q/kaRVJQ/7LuLt8y9gWJnIYf8R9jWs4sczUtCTwzKRDheB/0NOMbRP0EQhJFISMSNGLlaPk7FSX+il5geIWkmKHdVYVkWNkXDJo99OYllWXTHO8ix5eJU3ehmCl+iD1U+tjY5S5lUdStFVI8giVFhQRCyrCvSy8rSxeQt87Kz5wB/3vMgbaFOvrrhE+TZc3CodhYU1o0rGL5r3yNoio2b511BJBXjrn0P47I5CSejJIzhs/6PhWlZPHbkBS6ZdW5WzicIEyUC4mEYhkFCT+CyT856hoZAE/V5tbzYtoknmp+lxlvFJ5d/iJfbN1HhLiPXPvapIzE9ji/upzPazabOLdR4q7iq5lJ+v/dOChz5FDryebVzC7O9s6j2VNISbhvT+b02D4ZlUODIozXcgVt1Ue2tHNDm+Ei0IAhnLsuySKaS2LXJ+SAWMyK4FA8RPUxPrBOwqPbUEk6FMC1rXPWGjyfrAolg0odh6jgUF33xbmJGFI8th1AygCRJuNX0tcdCQkYCbLJGwowjIaEp9gHTpI+PRAuCcGYLxcJ4nZNTaeOIv4ViVwF9MT/feeUX9MZ8fPOCzxBMhPEnQlxSc964ztsZ6UUCHm54jmAyzNV1F/B882vcvf9Rbpl3Ja+276At1MmF1WvY3Lmb6BiSbMmShFfzUOoqpDnYQdxIZIL2446PRAvCdBBTpt8glohht9mR5cl7aWkMHKXCXcbdhx7gqZYXkJBQZZXLqi/gpvprielxChx5Yz7vp5//Cv5EgP86/6s81fw8TzQ/R7m7lI5IFwAF9jw0RaMz2k1dTg0t4fYhSz4NR0KizFWCLMlcX3cVCwvmYlc0tvXsZlnhQvb0HyBXy2VBwZwx910QhJnPNE0Mw8Bmm7yXluOJtOJ6jM5YK5B+9tgVJ5WuGnQrhaaMPRDviLYQTgUpc1ZhkV6nrEo2DEvHwkJGxqZoJIw4iqSgSCpJMzGma6iSDQuTYkc5qmzDoTgJp4KZEkvhVJB8e9GY+y4IwsxnWRaRRBSPwz1p14jrCRoDrXg1N+/5xxdIGElssopHc3P7td8lmoqPq+7w3fsf4X83/5Gb513Bm+ov5rNPfwfDMnCoDvpiPhRJYUnxXHZ07wdgRclCtnXvG9M18h25KJLMWxdcQ6W3jAurV7O5czdem5u6/Gp+tf0uPrnq3WPuuyBkgxghfgObauO+ww9zQ/012JTJ+euRJJlf7b6Dzd07ACh0FPDWeTewongpmqLhVB3jOq/9WDbqLV07mJ8/hyean8sEwwD9CX/mz0eCR8d8fguLjmj6fL/Y9XuKHIVIEvTFfeRpOSwvXsp7F71tXH0XBGHmkySJsB7AYblxapOTdVRCxpfowZ/sP/azRJGjLJOhWZPHNyotHyuqEEoFKHGWAwxIoGVikjDSuRwMyxjX0pLj5+uMtb4hwFaxyTYq3bPH1XdBEE4PhwPNBLvCXFizZlLOryk2tnTu5k97HiRhJJGQePui67i0Zh25di/FrvHlVHCpTiwsnmrayGfXvI88Rw7NwfZMqSXDMjLBMDDmYBjAF08nSvzZtr8gSxLLihewvXsfeXYvDtXO/17+/8bVd0HIBjF36w1UReXWedejTkIB8pfaXiWcDDM7p5orZl1MjubFJtt4z8K3cm7ZqgmVV4L0mgyAp1qe59XOLdno8oh64330xPowLZM8ey63zb950q8pCML0kSSJfGcRDpuDbE8uiulR4noUVVbJtxehyekPg/n2IvLsBdgmmin12P+P6mH6Ez1Z6PHITg6wwaLUWSmmSwvCGUySJJaXLuTCmjVZfz764kEeO/ICsiRz28LrWF22BIB1lcv5wNI3Mze/ZkLTjY+/PwaTYX70+u10RXqz0u+Rrrf9WFAdSkb59Or3UuktndRrCsJIxJTpKba9ZxcL8+dhV+3s6t2LaVmcU7w4K+d+uPFJXu3cQnOoNSvnO5VcLYdCRz698X7+c8N/nLJOnWmZWJaFMgkfGwRBOP3F9RiypKApGikzSSgZpMCRnSnGkVSIvkQPSSM+6TWHIT0ibVccxIwo1e5aHOrI+SiO/yoWpesEQRhKV6SXrkgfy0rmkzRS/G7n3/nQOW/NyjvVEX8L/7f1T+zvO4I/EcpCb0dmk1WWFM1lT99hPrL8Nm5b+KYR21uWhW4aqLIinpHCpBABcRYZhoEkS0OOAuhmegreU83Pc3XNpWN+gG3t3snSooUjJqxqDBzFnwhy58F76YpO3giIIimsLFnGR5a+hzv23c2C/LlsqFg7bPunmp/n9a5tHPIfocCRzy1zruPc0pUD/g4ag820htqp8VZT6ixCU7UhH3oxPZ6ZUn7Y30TK1Cl2FlDknHjpFUEQJpeu66jq4KUox2ul98d7yLUXoEhjez7GjRiKpIyYdVo301mfI3qY8BtqHGeXhCZrVLprCKdCpMwExcemaA8lkgoRTPozSbwK7EWD/g5SZopIKohugEt1YVNt2IYo5RTTE2iyiiIrtAW7aAq0MSu3nOqc4a8vCMLMkNJT2NTB73i6qaPKKo8feZF5BbXU5lWN6bxdkV56Yz4WF80dtk3CSPJowwtEUjF+tu3PY+77aCmSgtvm5L8u+TyyJPOLbX/lvy/7EuowpekO9jfx4OGneb75NfrjAW6edwXvWnQDZZ7iTJu4nuDRIy8wt6CGKk8pHs2DIsmD3iEtyyJhJHGodmJ6jH39hyhyFlLlKRezdwQREGfTG1/2gokQgWSQUDJM0kjSFGrlgO8wn1n+4TGVU+qIdPHf235BibOIf1318WHbfef1/+GA7/CE7mEkefYcrq+9it5YP+sr1rC//zAJI8H1dVcNaKebBt3RHiJ6lI5IF7fvvXNQKZMczcviwgUsKVxAU7CZ51o3kjJT1OfUsd/XiCLJ1ObOojanmjx7LrIkEUnFeK51I6WuYnLtXja2b8HCIt+ey5rSc/jw0neI0WdBmKEsy8IwjMwz0rAMDDOFYZkkzQSKpNAT66TaU4siqaMeBdBNne5YOwkjzixP3bA1f3vjXfgSkzsNsNBRgmVZOBQnJhaRVJBSZ+WAezme7drERDd1emLt6JY+4DwSEk7VjVv1YGLiT/RjWDqxpM7HH/5PLCxq86qYk19DfX41hmUS15NsattBXE9Qm1fFC82vE0nF0BQbF8xazb+e9wFKPSKhlyDMVCe/QxqmSUuwg4SRYHfvIRYXzeWrL/0vXzrvI8wvrB11rploKs5f9z3MX/Y+yA8u+SLLSxcO2e7V9u38yzPfy9q9DOXmeVdQ5i6iwJFHmbuIew4+zufXfpA8x8CqKt2RPgLJMP54kN/vujcztfo4WZJYXDSXc8vPociVz9/2P0aDv5k8u5eqglwkKf2OWe2pYH7+HJJmCgmJxmAzjYFmanNncTTYQncs/ftgWdEirqq5hCWFQ//dCGcHERBPEsuy+NnO22kOtZJrz6E93EnKTLGkcAERPcb1tVexuHD+qM7zpZe/lUlm9a4Fb+by6osGvSyalskd++7i2daXJ+V+ylwlvKn2Cu46eD/hVASAak8lX17zmcxUacuy2Nm7l9v33okv4ccmq6RMfaTTDjI7ZxY7ew6Nq4/vX/RWrq+7XEynEYTTgD/RR2+8K13uKBVElRRsij0dDCouChzFpz4J0BVtI5jyA5Bjy6fIWTrkCLM/0U9vvHNSpktLyBQ7y/An+jKZqWVkqjy12JUTL64JI053rJ24EUNCGnNfJGTec+/Xietjy34NcHX9BXz1wk9gVyeWq0IQhMl3oK+RDzz6JW6Ycxn/aHiGElchNlllafF8onqMb1/4uVGd5+GG5/jOK78AYGXpYv517Qeoya0c1G5r5x6+tfFndEX7snofx314+ds40NfI8y2vZbZ9dcMnuLL2/MzPfTE/v9z+Vx5ueA67oo255rGExMrKegLHfh+MRZWnnC+s+uS4Sp4KZwYxR2CS+BJ+tvfspjPazQHfYUKpMHEjQVOwlbfOvZGFBcNPXdnffxh/Igik15OtLVuR2fen/X9nb/+BQcfIksx7F97G8qIl2b+ZY+f/3Z6/ZIJhWZL5+Dkf4JD/CG3hDoKJEH/a/zd+tO3n+I5lsx5rMAygSuPP7H373rt5/Ojz4z5eEISpYVomwZQfC4tQKgBY6JZOXI+SpxWSo+UNe2zSSBA3TtS/9NhOvMAEUz78iaFf6HK1/FEH2WOVHt3uGFCmqcRVgWkZxPQIhmUQSPpoDjdk+j6ewNwwLRL62F4Sj3us4UW+/sJPx3WsIAhT64HDTwPw4OGnMS2Lzkgv7eFuFhbW88Flbx3x2GeOvpr580XVazNJYrd27eG/N/8ewzQHHbOidBFfv+BTWbyDE7yam3sPPDEgGH7rgmuYX1DLiy2bCSbCbOnczfsf/iIPNzwHMOZgGMBtc5I0x/d8bA138LVN3x/XscKZQQTEk6TAkc/nV32ca2dfjiLJKJJCXU4N5e4SNndtH3G9wtaeHTx+9JnMz7NzZg3Y/3rX9syftxwr3bSpcyt3H3qA9y9+B6WuYspcJTjGUatzOO2REyMrXpuHTy//MBLw4+2/5Msbv80nn/8ST7W8MOHrNAQaWVEy/mkrnZHJzx4rCMLEyJJMuauaIkcZEukZHZpkx6m68Sf7UEb4MJY0E/TEOjI/a4o9U1IJ0rV+3/jnpJGgI9pCji0Pt+rFJmtjXqc8Et1KDQhwS5wVOBQn3bEOWiNNHAnupzvWPuHryLLF7Td9ddj1dqfSFuoatHxFEISZ53Nr3se/rPkA1d70+v9qbxlLiubx1NGNeLThE/T54gG+/vJPMh/O7IrG7NwTa45f79hFVE9/lNvdc5C+mB/DNPncM9/FY3Pz4eVvo8iZT6k7e8srQskIvTFf5ue3zL+am+ZewV/2PsQXn/8B1/ztg3zqqW/RF/dP6DrhVBRfOIFLGV8d6GgqRjgZnlAfhNOXCIizyDRN4ol45ud5+fW8de6NlLpKsCsaR4JHOehvOGVW6UurLmBHzx5+t+cvWJaFSx2Yvfn4l7OTX2y29+zikaan+OHW/+PN9ddzfsW5LC1alMW7O+Ga2ZexqGAe/7fzdxhZermSJZk5uXW4bE46Ih0sLpwzrvNs69mTlf4IgpBdpmmSTJ74em+TNfLthXhtuciSQtJKENOjOFXXiMsenKobWZJpDTdiWMaAYBgYMuCL6REieojm8BHcqpccWx5eW17W7u1kbtVDji2X/kTvgBHjifLHYhgmODWVb1/6sXElgdnVfTBTV1QQhJklGotm/qzKKrfMv5L3LLkJr+amJdTJvr6GU9Ya9moeblv4Jt73yBc55DuKaZnkaJ4BbY4vueiPByhw5HI02MZrHTv50GP/jibbeMei67m8Zh35jtys32ORM58PnfNWdvce5OGG7M3om1dQw/KS+XSEe7B0Dfs46tXHjTiHA01Z65Nwehn//FRhEFmWcdgHJjqQJInb5t1CX7yP59s2cn75udTl1Ax5/GF/I4f9R5idU0Ou3cvzbRsBaAt3MD9/TiZhlvvYml1fPEClqwyApmALAM2hNn6++/dZHwWodJfzptorOOA7TF1uDd/Y9ENawm1ZOXepqxi77GRr9z5cqoNKTymHfEfHda6WUDtd0R5KXZMzNVIQhPGRZRlNG7x+NVcrxKV66E/04lG9eNWhX8IMy6A31kmhoxRZUgjrQdojzciSjEv1ENbTo8HHR34N00A59isubsaPnUOnOz7xkdpB94ZMoaMUw9JRJJXuWEdmXfNEScgc6e/ki0/9L0XOPFZWLKDB1zbuZ/yLzZu5ds5FWembIAjZ43IOHvm9dNY6DNPg+ZbXmVtQM+IMuu++8gs+teo9hBIRQskIX3n+RywpnotTdeCyOYke+xjm1dzopk6e3YskSRzsbwTSVTx+uvVPKJKctcGO49675GZKXIW0hDp4oullfvDab7NyXkWSWV66gIjZT9iKsLy8DlmW8CXH9zFye89ulhdPztJDYWYTAfEk64n28otdt5M0UpxbtpLFhQuwDVM8vSvaw70ND/OvKz+eCXCPB8XHpxUC+BNBkkaSl9pf5fJZ6RcbwzIy+ydjSlxbpINf7b5jQJ+yQZEUQok4h6Lp2slRPc4h//iCYUhPDxqpNJUgCDOHZVl0xVpJmgkcihOH6sKmDJ30STdThFNB3DYvSSP9shM3ooPbHcvYHEkFsR1fNjLJuSNNTHriHaduOA4vNO3kp6/9FYDemJ8nGl49xREjy33DaJEgCDPXT7f9kfsOPkm5u5jr51zCkuKhk7F2RXppCrRx+657kWUZXzyAjwBt4XRCVvmkWTe9MR+BeIiWUCfLShYMCn6zHQwD/GH3fVk/J8CKsgX4je70DxIEdP+Ezuc+Rb144cwlpkxPsnxHHrO91eiWTjAZwmMbfm3D613bSBhJfrnrDhxvSKl/fH2ahERdbg3benahWwZuW/of76eXf/i0rKNmWia5dm/Wzndd7eUUOPKydj5BECaPJEk4FXc647JlMVJ++IgexsQ85Vpch+IkZaYIpvw4j73cFDnLRqxRPJPNyi0d8EF0IlaXL2HDrFVZOZcgCJNvQUEd+fYcFFmhPx7AZRu63NIRfwtNgTbu2v8wDb7mQfvNYx8FS1wFFLsK+O6rv+SK2RsAuGL2Bq6YvX7ybmISRVMJ1CyN7blUJ9fVXpmVcwmnn9MvgjrNtITaiOgxbqi9imtqLieUGn7B/gcWvwOA3ngfEnBT/bUobwhy8+y5tIc7AYmuaHdmu12xc7yC1qKCedTm1KDJNm6suybr95RNqqziGGZEaKzm5NbwzoU3ZeVcgiBMPt3USVkJcrQ8cm2FMELgV2AvwiZrGJaBbqbI1QrQ3rBOTELCtAwsyyRlpjLPRBk582ebrOFW0x/h8u1FSDP816DL5shKfXWHovH9y7+QhR4JgjAVTMvkQH8jS0vm846F11PuKRm27brKFVw8ay2mZbGz5wC3zLuSJUWDq5mUuYs57DtKwkhmEl1pii2z1MSrublhzqUAXDLrXOYX1E7CnWVPytBRszQr8BPn/BPOYT44CGc+MWV6ktlkG0dDLXRGu1hSuJBKT/mwbXM0L59b8VGebH4Oj83NjXVXE0gE2dy1PRNI+xJ+uqI9LDJ1tnbvImmk0BQbDtXOqpJzqM2dxdU1l3LngXspchbwVPPMLkOUMlPI8sRHPyrcpfz7uZ/OQo8EQZgqsiSTMOJE9QjFDjvOYdYPH1fhmkV/ooe4EaPYUUYw5aM/3otupYD0TJqEEcfCRLdSxI1YJkmXx+bFtEyKneWEUgFMyySSCmExs7MuF7tzMUzj1A1H4FA0fnXdN8l1ZG82jiAIk0uWZDojPWxs24bH5uLKug0jtv/Yynfi1Tw8euR53rHoOkLJKF996X9pDp6YVbOz5wC6YWBaJs8cfYV3Lb4RgLXly+iPB/jCuR+kK9rHYX8zSUPnwLH1xTPVYV8zS8urJ3ye9y28jcWFC7LQI+F0JQLiSVbhSSe90k2dlzteY37ByNmTzylezDnFi+mL9SNLMgvy5xBORdjbd4CInl4v1xpuR5Zk3r/wNvb1H2RZ0SI8NjefXP5BOiPdfPO1H9IZ6SZuZC/D6WRKTLCfDsXOl9d+IqtTrwVBmHyyJKdHfY0YoVQAr5aHwvCjoZpip8xVRcpMIkkSdtmJQ3WSMCRSx+pPmphEUmFKHBUkjQR2xYEsyRQ7yzEtg85oC3EjjmGNvU76dJAkizyHF188eOrGw/jqRZ9kScm8LPZKEISpUJNTyca2bezpPcQRXwuLiweP+h6Xa/fyiVXv4p2Lr8dlc6JICstLFpDvyGFH9/5Mu/sOPcFnV7+PvngAfzxIniOHq+ou4Mra8/nJlj/yYutm2sPdw15nJrGwcCouokPkkxity6sv5JLq87PYK+F0NLPnip0BjhxL4W5YJlu6d9DgbxrVcYXOdFr9J5ufz6wtPs6wDP6w7y7iZoI/7PsrPbE+IJ2gZk//AXK1HGyyjdqcGry2mZlARZUUSl3FOBQ7DmViU1Sunn0xlcc+PAiCcPowLCMTyMaN2IAawiM5vh44nAoQTgXRzVRmn4RMX6Ibw9LxJ/uI6KHMvoQex8JCQsImazN7XbElIyFjmkwoGF5WMp+r6sXLniCcjo6P0B4NtvNQw7OjOibfkYtd0Tjoa+LBw8+wt/dwZp8qKzzbvImNbdt4rWMnf977UGZfVI9x0NdEjuah1FXI/IK67N5MFuU7cqjyluJQNCL6+GsHOxQ7t865Pos9E05XYoR4ku3s3Zf589U1l1KfN3tMx99Ufy0/3PqzAVmkE0YSu6Jxx767mZdXT1u4g6OhFh4/+iyhZJgNFedSk1PN3r4DzM2vY2v3zmzdTlaUu0qJGwaHfK3kaB529R4a97lkJK6ZfXH2OicIwpSJ67HMs82lesjV8sd0fJ69kGDKP+D5eHwKdH+iB1W2oZs6MT1KINlPVA/jUr3k2T1EUmFUWc0E5DOFhMzjh17nt9vuwy5rVOWVTuh8ty1+U5Z6JgjCVAomwuzuPQik1/b+69p/GtPxGypXsqiwnv39RzLb9GPLL55oegm7opGreTgaaOOxxhe558DjLCtewJvqL2Zj61YAOsLdBJPjDzgnw/qqc+hNtmNisMBbQXgCAfGGirW4jpUyFc5uIiCeZJpiw6HYmZ8/hzWlK8Z8/NKihXxmxYf5+c4/EDfime0JI0mBI5+D/gYObm8YcIxlWTxx9FniRoJKdzmLC+azp//AhO8lW1KmydFguobxRB+0q0qXUeIqyka3BEGYYsdLgTgVF7m2sQXDAKpso9pTR2u4KbOO+DhFSge7vfHOAdstyyKY9JM0E8iGjNeWSygVGP9NZNmBnhZ+uy1doiRhJmnobxn3uQqdeVxWe162uiYIwhSyKxoSErNzK7lxzmWoY0yuJ0kS/33ZV/jaSz/hlfZtA/apskrCSPLA4ad54PDTme3NwXY2d+zimeZXkZC4Ye5lPNzwbCaQnm6LiurpTrZlfp5IMAxwWfWFE+2ScIYQU6YnWZmrhLiRYEfvHjqj41uTsbRwEe9ccCvVnkqqPZW8de6N5Gpebp1zHV6bhwp3GV6bB5ts44a6q4kb8cz64bZIx4wJhmu81ZQ6y2gMtJ268SitLl2WtXMJgjC1bMeyRMeMKHEzNs5zaBQ5S/HYcrDJGnlaAQ7FicfmxaG4jk2NtgESbtWLS3UPWG88Y4JhS+aFpl188/lfZ+2U51UuH7buvSAIM5td1ShxFdIUaOPZ5k3jOodHc/GuxTfwvqW3UOTM55q6C7ly9vlUeEq5ae4VlLmLmJNfgyor1OfN4uMr38m27vTMRguLBw49NSOCYafqYEP1MmQ1ezN6ip2FIya6Fc4uYoR4khU7i9BkjStrLh5UQmm0FFlhbelKFubP5dm2l3lT7RUc8h9hffka6nNn89MdvyWUCvPlNZ9hfv4cfr37j1S6y2mLdGT5bibGJtvY5T986oZjkK36nIIgTD1FUpCQydXyUKXx/zryqDk4ZCeBlI98rZC+RA959kJkZLpjHYT1IIX2EvLtRfiTfdgVB3FjfAH4ZEkZOv/32l1ZPacsHavvLInnpCCcjiq9JdTmVVHhKRn3v+XlpQup9JZSYM9lacl8moPtnGsu4/LZ67GrGn/a8wDnlp/Ddy/6V7Z27aHKW0pfzDcjAuHjJKA32TVgecxE2RWNhJ7ArtpP3Vg444kR4klW5SlnlreSrd07ebL5eUxrfCU+HKqdYlcRt9Sn14N9eMl70E2d723+Ma3hdmbnVFPuKmVX7z4SRpKVJUs5t2wVOZqXPPvIpUymgiIpWFhZP29D4GjWzykIwtSQJIkcLY+IHiaY9A9IjjXW89gUjUJ7MYqsUugowSZrdMXaCetBVMmGQ3WRMpMkjQSqrFFoL0GRFFRpZoygqoqCPctJvvb2Npy6kSAIM9aVs89nT88hXm3fwc6e8c/2K3YVcMPcy5ibX8MFVau5tGYdd+17lN/vuhen6mBN+TJMy+Tltq3YFY3PrXk/BY5cytxFY56qnW2qrGBXNTxqdiuJdEZ6TptqLMLkEyPEk0yRFf7fuf/CS22vsrx4GfIoR4lTZopIKkaePWfAdlVO/0/msjlpDrXhTwQpdhby5dWf4WiolZ/vup1IKp1+fkH+XCKpaFa/qJ2KU3VS4S5HApKGjoVFIBGiO+pj20lp/7PlmtmXZP2cgiBMnRJnObFjJeWUMYwSp8wUqqQOGDGRjj1fFUnBtMzMKHCluwZZkmmLNJM007kYkrIdCWnQ2uPJ1heJ0Bv1E0pE6Y366Az3sbl9L4F4iKSZ3VJQb1t0jRgdFoTT2FV1F7C+aiUbW7exuGjksp0n88UDuFQndvXERzabkn6+2lUNy7LY1rUXgE+uejdXzN7Atzb+jKeObgRgd88hyj0lHDgpIddUWFBYS4HTiySlEyRamET0EAkzSSDlz+q11pStIPcN79jC2UsExJPsgO8wBY58FhTMw6O5RnWMaZm81rkNh2LnnOIlbO/ZxWtdW7mm5jJqc2sy7Ta2v4ZLdfKehW/Drtrpi/vI03IxTIO4kWC/b/zZm8fLrmjs6Dkw7pHwsbh81vnU5FRO+nUEQZgcMT2CKtvQZA1JkkcdvIVTIcACxYFhGvgSfXhUL17txGyYqB7GsHQK7SVoip24HkOSQJVUdEsnaU7PyMD/vXY3e3omf+R2fmEt180THwwF4XS1r7cBp81OtbeCFaULMwMip7K75yCRVAyP5qLCU8Ltu+6lwJHLbQvfhOPY9GBfPMBrHTu4eNZarqq9gEgqSl/cz+zcKpoCrQSTYYL9U59dutDlpSvRPunXcalObq6/dtKvI5w+REA8SUzL5OHGJwkkQ9xUdw0OdfS1dmVJZkPFWgAO+hr46Y7fYmHRFe3hq+d+PjPKfG3t5dxYfw1O1UEwGaI51Mr1dVfycvtr7OrbhyZrJKe4pIhu6lMSDOfbc/nQkndM+nUEQZgc4VSQYNJPqbMSJEY9ewbAY0tPnTNMnZbIEQzLIJoK4VRdqHJ6CrRb9TDbOw+bbMOyLKJGGLfqRUKiL9GNhDQpyzhO5fgozWT71sWfybz8CoJwejnY38gvtv+VL5z7QULJMCXuwlEfu6R4HpB+D/3M099mS+ceJCQWFNZxXsVyAAqcedx5w39T4SlBkiRe79jFrJwK3r34Rj73zHdRZQXLYkpnGE6lt869kVJX8XR3Q5hBxBriSdIW7uDRpqdpDDYT02OjXoOhGwOnzM3Jq+Xa2ssBSBqpAS+NOZoX57FA+7nWl3mk6Snu2Hc31d5K6nNnk++Y+rXDxc6xlUAqVAsoshVRKpdTrlRgWaN7Qb20egOayJ4qCKcl3UzhS/QSM6KkzASKNLrno2maA54RiqxS4qxI78MckGRPkuRj2aXTWaz74t30J3pImUlcqhtNGf1HymyRkDnU1zzq9iXuQuYX1bKiYiHnVi8jzzG6NXQryxZRl1893m4KgjCNkkaKew48webOXezqOUCeY/TTelMnvUPKksynVr2HYlcBFtagJFmV3lIkSSKmx/n2xp/zwKGnuGvfI1xes57FRXOZ6tUWdkUjYcZP3fAYFRWvlU+OlY8S9uDCM6rj8uy5rChZOt5uCmcoMUI8Sfb1H+Rtc2+iPr+W4jHUyVXfMHogSzI31l5N0kixoXwNAPv7DzE/f05meqFlWWzv2Q1AVI/xSNNTWbqL0cmTC4maITTZQVuwFwkJm2TDsHQMBo4Wn5wlsdxWznMHtwzYr8oK59evoEMfecrMnLyaEfcLgjBzxfUYHlsummzHoY5uKQmALA/+huux5VDkKEWRVBRZJWHEUGUtE2RblkUkFcq0D2Z5HdqpNAd6cNsc2BSFpxu2Ylombs1JytBJGsOvXy7zFBEyw4QiYYikt0mSxOqqJWxu3T3iNRcVzxFrhwXhNNUW6mJ2biVfWfdRrqq9YEzHvnEGypz8Gr6w9oPs7WtgXcUKfPEAvniQurwTH8w2d+wmeSyh4aaOHRO/gTFwKU6K7AW0xzpZWbyA/mQPNsmGbqVz0JxcSOT4x1ApvcCYfQ2ddIQGPgtn5ZVTOzsPSxp+cKXAnjcjks0KM4sIiCfJrJwqihyFFDkLJnwuu2rnXQveDMCevgP8Zvcf+fp5/0aOPT1asLtvP31xHxISkiRN+pRlt+xBRiVpxbEsk9aefloCncT1JGBRXzCLg742ij0FuAtOvMBqkobHzMUwTBxOlVh88HRu3TR45chO1tQvpCfVM2wfPDb3ZNyaIAhTQFPsKJaCU83Ov+N8e/qjY8pM0RVtp8BRjMeWHlXRrRRR/fhaOAkmeZp0Uk9xxN9JVU4RlmWxq6uBBw4/hyIpJI0U5XnFxPQE4VQEt+nEFwsCoEoKKysXkzSTSJaEKivs7h+YB8LCYk/fIdZWLeW11l3D9sGrieejIJyuKrwlVHhKuWjWmqycb33VStZXrcSyLL6/6beUuYv41Or3AOllbo8eeQEAm6ySynJiv6HMdlXRn/RjYVGoFbDx0DbynDnc3/Ycbs1FviuHjmAPVy5ZQ1DqzxyXKxXQ0NZFbWkZkmLRERqcqLXZ30FpfyHOwuHvw2VzTsp9Cac3ERBPkjm5tQQSwayft9hZyJU1l+A56YVHN3U+uPhd2GSVO/bdTTgVJpAMjXCWiYmHJV5t3gakR7DfGIAf6G0EoDPUQxnFVOWWkNCT9IR97Ao2ZdoNV5c5YSRJxsxh/+ssdOSxsGD02RYFQZhZNMVO0sj+CKYiybhtXlzqialzhmUMKMNkWeakJtTa1tnAz7f9DeAN65TTIzAdkRMf+gpcedQXzkI3dXTLYFffibIq8ggjvF2xvmH3yZLMlXUbJnAHgiBMJ7uiUT8JSx4kSWJV2WJWlC7KbAskwpxftYqPLH8bt++6l0Z/C4f9o1/WMVYl9kJeObTjpOdiunSm/9iHwWAiTDCR/oD58sHd1BVWoioqlmXxQvMrAOzrPjJizoltrfu4tOgc4lZ0yP3rylZn6W6EM4kIiLPMsiwMy0CVVQqzMDp8srZwB4qkcM3sywZsX1GylKPBFrb17Ea39FEFw7laDoHk6AN2TbLjNL28fnQ/gXhjZvtIo9G6adAa6KQ10DnkfmOEY41hCsLbZJWvnvc5lGmuiycIwviYloksyWhKdmvu6mYK3UxR6CgZsN2hOEmiEDeiYFmjCoYVScWwRj9SEk+laA5286tt99Eb82W2nyppV3e0j+7o0MGtOUI+Bd00hvwYCfC1iz5JTZ7Ivi8Ip6OkkUJTbFR5y7J6XsM02dS+nVvnXzVge6Ezj/OrVrG9ex+9MR/tkeFn5h3ntjnRTYOEMbqkrZZlUeIoJOCLsKv90KiTGfpiQba0Dv2eeqp3T8ka+oPixVUb2FBx7qiuL5xdRFKtLOuMdNEUaJmUc1d6yofMihdJRXmq+XmeaH6WruipH2Z1OTUUOvJPfUELcuRcZGSa2nw8deB1AvHJG3k+2Z6uBgpsA/soSzIfXPJ2qr3lU9IHQRCyy7IswmP4EDcWqmzDrgw9FS6Q7Kc/0TOqhC2KpOAc5brmlmD6efvXvU/znY2/GxAMT6b+uJ/l5QsGbb9p/uVcN/fiKemDIAjZ90zTK5NyXkWWWVe5Ysh9Tza9zF/3Pcy2rr1EU7ERzyNLElfVXjCqYLjMUYyMzFz3bHYcOUiTr23EgZBsigYHB92zvFW8Y/6tIr+CMCQxQpxlBY58nLbRJ4kZK0mS6Ir2EE5FaA93cjTUyqqSZYRTUeL6qV/2anNmUZs7i6dbXjxl2xyriBcPbKe+oJq2YFc2uj9qcT3BnqNHsasaiypnoysJPrvygywqnDel/RAEIbsm+/momzopM4lhGcT0MF4tD8PS0c3hE1gdp0gqeVoBfYnuU7Zt8nfx9Rd/zfLSBWzr2peN7o9JY7CFqoJSKt2lbGnby79f8FFumHfplPdDEITsWVoyf9LOLUkSKUNnX18DCSPJ3r7DlLmLCSRCtIVO/Y6nSDIfOudt/GXvQ6dsm6fl0NHTi1dzs7l7bza6PyYvH9lOiaeAqrxSPEVwWfX5vG3+TZnKA4LwRpI12jo3woywseN1frXrjgFTTiQkbLJtVDWHr665lMePPjuqKSv93ToN/ZMz2j0WiiTzpYs+wjuWXTfdXREEYQZLGHFaw42Yb8huP9qaw15bLlE9PKram/fse5GHDj833q5m1ZWzz+er539iurshCMIMFkyE+fRT3+KgrymzTZYkNFkjbpx6KcmiojnYZJUd3YOTWb1Rnbualw5um0h3s6auoIon/um3YqmdMCIxQjyDGaZB3EjgPmlEJZgM4VDtFDuLaAu3Y1gmFhZJM8mFletImTrbunfhVB0EksHMOgu36uLdC98KQJWnHMMyCCRDmJZFTB88RcYuOTjqPzg1N3oKhmUyt0CUWRIEYSDd1FHlE7/GTMvAwkKT7eiWjnkssLWwcKseJEkmYcQxLQPz2LPzuEJ7CQ7VmU5wZaYwMJBgyODYME329DZM+v2N1uxcsWZYEISBfPEg+SfVMNZNnVAyQqWnFN0y6Ir0YloWcSNBTU4Fi4rm0BPtZ19fA7IkE0pGMsdeV38x1825hL/vf5xqbznhVBSw8MdDQ35sNJJTMzV6NKpyy0QwLJySGCGeofrjfr63+cdcM/syLqk6f8C+hJHArtiJpKL0xvroifXTHGrlxbZX8CUC5NpzSBpJoicFuv+y8mMkjRSPND2ZSc4V0Qdn4LMsi5hfpT3YnSkHMt3esvgqvnLRR9FUMdVFEIR0QpXOaCuyJFPmqhq4zzRJl6m0SB1LtJU0E4RSQRJGDFlSkJAGJM0qsBfhseXSF+8moodGTKp1z74X2N51gJbQ0MkCp9rS4nl864LPUuQaRV4IQRDOeJZlcfuue3i88SXuuvF/BuwzLZOkkUKRFLqivbSHu+mP+Xnm6Ku83LYVh2Inz+GlK9KXCXRXlC7iWxd8hjt238/d+x+lxFVIV7R3yGvXu2ro8vVxsLdpku9ydIrc+dz+5u+wpGzudHdFmOHECPEM1Bbu4Fuv/Qiv5mFD+doB+544+iwPNT7BwoK5vGP+rXz11f8i1+5FkzX6E34A/IlApn2O5uULqz5Bpaec/9z8ExoCTSNeW5IkygtzKfLk8nzDlmzf2rgsKK4TwbAgCED6ha4lfISUmaLaUztgX1SP0B1rR0Km0l1DR7QF3UyhKQ4SRuzY8QNHfMtcVXjUHPoS6WAYGDHD9LqqJdTklvHTLXdl+c7Gp8xdJIJhQRCA9PPxu6/8kqeaNvK5te8fsK8t1MV/bvoVzcEOvrrhEzze+BIPHX6GRUVzONCXrh4SNxJ0Rk5Mn3734ht539Jb2Nq1l7v2PwIwbDAM0Kf7yMlzo/TJU5ZAayReu5u6gqpTNxTOeiIgnmHawh38bs9fKHeX8qnlH8qUJmkINHH3wfsJJSMEkyE2dW7Frti5vPpCnmx5fshzKZLCf6z9F4pdRfx2z5/Z7zs0qj4EzH4Um0q5t5iO0KmzVk+2hcX1090FQRBmAMMy6Il1YFomle4a7IoDSAe5HdFWDCudUAugLdJEgb2YrlhbJhh+ozJnFV5bLoGkD19i+Je8k1V4Cyj35LO+cgUb26Z/jdzc/NpTNxIE4YxnmCZ/2vsAm9p38PFV7+T6OSeS7P3P679nX18D+/uPoJsGn3/2P/nRpV/m4YZn2dt7eMjz3Tr/Kv55xds57DvKV1740aj64E8G8RNk/ZwVvHho+gdV6guqcdoc090N4TQgAuIZJJyMEEiG+NdVH8OhOAakhlckhfZIF8GTagy/0PYK/7LiY7SE29jvO4xd0bAsMsm1rq65FJfNxYH+w2zp2oFTdWAdWy8iIeFQ7cSGyEydI+fiDySIpU6dtXoy5Tty+Oe1b2d5+cJp7YcgCNPPsAzieoxiZzky8oDno2lZmJZBwjjxzEqaCVJGklytgECyHxhYX9ihuHCpHpJGAn+iDwkJSZIzI8iypAwaTQYIJqI8eWQzh3xHJ/N2T0mVFd5UdzFvW3jttPZDEITplzJ0WoMdbKhcyTsXXT8gt0LSSBHTE+zuPTEoEtMT/HHP/XzpvH/mB6/9loSRpMCRS388PcMw1+7l/UtvpSfazx2778e0TPLsXvyJ9DtojuYhmAwP6oeKymxnJc2907+k5JK6tXz9ik+KMkvCqIiAeBoZpsHTLS/iUO1s69lFjubl3QveMuBBdlwkFWFF8VL643529Z1IYf9K5+u8Ze6NpIwUvfF+nm55kaZgM5dVX8ANdVfxTOtLVHsqWV+xhu09e+iJpUdByt2ltEeGfmCZWGxpm/oyIicrdObxyxu/waISMTosCGerUCqAaZlEUiFU2UaeVoAiDU6OYloGmuLAJtsJpfyZ7RE9RLGzHK8tB90yCCX9RPQQTsVNmbOSYMqHXXHgtnmJ6zFiRjqJjCqpmYSEbyQBO7oP0hPtn4xbHhWbrPKl8z7CVXUXTFsfBEGYXrt7DrGv7zBt4W4iySiXzDqX9VUrB7VLmToezcWt86/i8SMvHkuIBZs7dvP2hdfxw0v+jWAyyp7eg9x78AkKHHl868LPsqN7Px6bi5qcCi6vWc9jjelynXZFw2VzDBkQI0EkEafJ1zap934q71t1M/9x2cdEMCyMmkiqNY16Y/38y4v/QZWngiWFC7ht3s3D/uM1TIMX218lkorii/t5pXMzq0rO4fm2jQDIkszSwoW8a8FbSBgJSl3F/Gn/37ms+gLuOfwPdvTuyZxrXl49cSNOc2joB1aeXMiTezdn/4ZHwa5oVOSUcMet/0mhK29a+iAIwvSzLIum0CEsLJyKi1JXJbIkD9s+lAyQMOLYZBs98U7cNi8xPZLJEm2TNcpcVUhIaLKdvkQ3HtVLMBXIjCBDemTYpbgJ60MnFQwnY3z+6Z8Q009dpiTbNNmGicmvr/428wpmT/n1BUGYOb720v/ybPMmNlSu4n1LbxnxmbCtay/bu/ZRm1fNtzf+nDn5s7Cw2NWTriZiVzS+ccGnqfAUU+Ut58mml3HZnPjjAX627U6iqRPLTt4y/2r+duCxIa9jWRbuhJvDfc1ZvdfRUGUF07L45pWf4h3LRZlOYWxEQDyNIqko/7Ptl9xUfw2LCxecsn0sFedw4AiarGFh8UTzc2zp3jGgjVN18LkVH6XGW4VNsZEwErzYtoldfXuRJZmEkcS0TA74hl4z4pCdJEIyW1r3TnpCBLfNyfpZK3DaHFTllLGguI4LalbREephdr4oIyIIZ7vuWDuKpFLoKDllW9M0SZgxLCwkJKJ6hP7E4BwIxY4ycrWCk9qF6U/0oMq2dCkmyyJmpEuKDOWve57ltfZdmamFk0VCYn1lerRnYWEdOXYP19VfQkekR5RZEgSBhxue49mjm/jBpf92yraWZdEUaONIoIVKTymNgVa+v+k3JIzkgHY3zr2cj698J5B+R9vX18Cvtt9Frt0LWLSFuumM9Az7/Kt31tDu66ahr2XC93cq5806B1VWWV25GMMyed+qmwnEQ1TllmFTxARYYWxEQHwaeqr5ef64/29D7vPY3KwrX8O7FrwZfyLA40ef5ZGmpzL7NdlG0kwNeWyunM/+tjZaA12T0u+T1eZX8ZubvkU4GeXePU/wh+33o8oK/3Ptl7m07rxJv74gCGemhBGnOTx0jWBZUrBJNmZ56zEtg3AySFe8PbNfQhqypiZAKBHjdzseZlvX5C8ncaoOfnDpv1HlKeOZ5lf41fa7SBo6ty28lo8de1kVBEEYq4SR5OZ7P04gERq0z6k6UGWFO2/4ER6bm8ZAKx989MuZwRG7og0KoI9TJYVypZSd7QenJP/MVy//OLctu5YnD23k+y/8lpZAJ2uqlnL3O/970q8tnJnEJ5TTzP7+Q/z14P24VRcrSpbyUvumzD63zcUVsy5mXl4dwWSIP++/h50nTZUGhg2GJSSau/unJBgu8xTz/as+zx3bH+AvOx4iZZ4ocbKkRNSKEwRhfHQzRXukGZDw2nIJpwIDAtx8rRBJkrAsi65oOwlz4IvbcMEwwBNHNk9JMGyTVb55wac51N/EV57/b/yJE1O3lxTPm/TrC4JwZrIsiy88+18EEiFWli4mmAxz+KTkgNfNuQTDNMiz5/CbnX/jiL9lwEzB4YJhgFmuCl46ODVZ979w0T9RkVPCTXd8nAMn1TteVj5/Sq4vnJlEQDzDWZZFKBWmL+6jwlWKV/PwsWXvJ5gM82LbKwDUeKuwgL5YP4oks6gw/VCozZlFU7CZeOzUa90kZEq8uZNeTL2+YBbLyxbw7nv+bdBXxPlFtezsOsDlnvWT2gdBEM4cuqljWsaxZFsSxc4yLMsinApiYaFICg7FSVSPkDDjlDmrkCSJXC2frlj7iKPCx1mWRYW3CFVW0M3BmaezJdfu5dKa8/j+pt/QFe0bsC/PnkNnZPrL4AmCcPoIJELEUgksTAqcedw07wretvBNvNK2jUePPI8iyVxZez6PHXmRfb2H+daFn0WSJG6eewX/8uz38GpuQsnIKa+TMnWK3fn0RHyTdi82WeX6RZfw2MGX2NlxYMA+CYmkkSJl6GK6tDAuYsr0DBdKhtnavZPb997JsqJFHA40EjmWIdBr83BVzSWcW7aKexse5tKq85mXX0/SSPJi+ybu2HfXmK6VK+fS54+jKRqbWnZOxu2ckkO1c07ZAi6pXcu7l98oMgQKgjAsy7IIpnz4jpVNAkiZyUyAm28vwqN6CeshbLJGji0PSZIIpYJ0x9qHLKs0HN3QeaDhOVKmznNHdhAfYbRkMi0qmsM5xQt4/7Jbcduc09IHQRBODw8ceoo9vYd55ugrLC6ay/6+I5ks01fVns+F1WvRTZ1DviY+sOzN2BWNHd37+cOu+9jUseMUZz/BsiwWuObQH/bjiwVpDnRM1i2NqLagirVVS/nQ2rdSX1g9LX0QTk/iM8oM59U8LC9ewsVV6znkb+Ta2ZejyTZWlS4HoNCRD8A/L31v5hh/IkhruH2o040oHDXY3XOIc0pPneBrssT1BJtad7CpdQe9UR+f2/D+aeuLIAgzmyRJ5NjyMS0LX6KHXK0ACQmPLQcATbED4FBdmWMsyyKaDI0pGAY45G+hMdRIkaOI6fyOvLf3MHt7D3PId5TvXfwvOFXHtPVFEISZ7ca5l1PtLefVtu0UOfN539JbWFhYT54jh5qcisygw+WzT8zMe+7oJqL62NYBVzhLeaHhdeyqRp4jJ6v3MBaN/a009reyqWUnv7n1WyIoFkZNBMSngVx7Du9b9HZMyxyx7AikX/Z6Yr0sL1pMgT2P51o30hvvG7Jtvj2PYmch7ZFOwqkIDpdFuaeYpK4P2X4q5Tq8XFS7drq7IQjCDCdJEvn2QvK0glHNKDEsA6fqRlPthFNB4kZsyHaKpKbrEWOSMpPML6jhgK+WeMogMUwuhqkiSxIXz1qL41jALwiCMJyVZYt58M2/GPU75NyC2cwpqCHfkcMLLa8P2S7P7sWpOsh35LC3r4GOeDfr6pbTFejn0CQvvRuN9TUrqMw5dXUCQThu5H8ZwoxyqgcZQE+0l9ZQB4ZlcjTUOmww7FKdvKn2CppDbYRT6fUhETPCwvLZOFQtq/0+lTxHDhfPXouEhCorXFp3Hne+9Yesqlg8pf0QBOH0NZpg2LKsY7WJdUAaNhgGKLAXYVgGKTM9NVqWZC6pPg9Lmrw1xENRJIULqlZnpkcvKZrLDy/9EjfPu0IsKREEYdRG8w55xN/M0UAbJa6CYYNhSCfgKnYVsLfvREb/xnjzlGSYfqMNNSuozCkFoCavgq9f8Um+deWncdjEB0Nh9MQI8RnmH01PsqpkGVWeCl7t3IIiKRhDTA28uGoDjzU9Q9yIZ5LKlDlL2NPcQqEzb8r6O6eghp/f8DUqc0p46egWCpx5LCqpn7LrC4Jw9gim/BimTq4tn55EJzZZywS8J3MoTuJGDN06MRIsIbG9Zz8JI44mqyTNyZ9J49XcfPvCz7GqbDGHfEfpifazvnLFpF9XEISzz76+Bv6y5yG+vO6j/H73vawuW8Lmzt2D2jkUO3n2HHb2pBNbKZKMYZlcXHYef9/+BKWeIrrCvZPeX0WS+cql/8z7V99CT8THC42vc+Oiy1BlZdKvLZx5RFKtGcg0TWR5+C95I017ean9NdaVreKgv4HD/kb+fvihAfu9Ng/nla+mM9LNrr69mW159lzcVh5/3fkoAC7ZNWSdumxaXDKH3938Hbx296ReRxCEM8epno+WZQ07chpJhdBkOwYGhqnTHm0e1CZXy8e0TEKpQGabU3XTHennl7vvAMAjF/Jq655Bx2ZTrt3LT6/4D+ryxBo4QRBG5/gr/XDPQNMykZCG3N8a6qIr0sOCwnr29h7m/734P4MyTF866zw8movnml8jmAwDsKZ8KYFYkF2NDfRF/aytWsprrbuyfGcDyZLMj6//EtctvGRSryOcPcSU6RlopGlwjYGj/PXgfYO2W5bFg0ce4w9778TCYmHBPDZ3bx/U7tY51/Fk83OZYBjSa+oW5s/lH/tfyGyrKSif1K9sayqX8vtbviuCYUEQxmSk52PKTNIVax8y6VU4FaQz2opu6cfKMIUHtcnVCojp0QHBMIBN1nim5aXMz05Noia3bAJ3MbI8u5ffXfMdEQwLgpA1oWSEH772O3pjg0sjHfYd5cvP/5C9vQ24bU7CqeigYHhhYT1uzcWDh5/JBMOQfl7lS/n0Rf3pc/U1s7Rscmum//4t3xXBsJBVIiCegYZ74euO9vK9zT/h/IpzB2wPJcP8Zs+fuOfwP7i4agOqrPLAkcfoiHQNaLeufA2vdw0unB7VY4SiSU6+6hFfC8vK5lPiLhhz/0815domq1wz70LcmmvQvmgqjjGJdT4FQTi9Dfd8tCyL1nATTtU1oI1lWfTHe+iMtmJTNByKk0gqTPANQa8m25GRSJqD67b74yHaIp2Zn3vivcwrrGJBYU2m3NNoFThyR9wvSxLnVa6gzFM8aF/CSKJPwVRtQRBOT5I09OgvwI9eu52kkaLYNfC97pmjr/K5Z75He7ib6+ZcTE+0n59v/cuANpps49q6i3i44dlB5w0nY+zuOJT5uT8WQFNsLCiuw66MLSdNkTv/lG1qC6o4f/bKQduTRoqEnpzWKgDC6UusIT6NdMd6mOWtZJa36sS2aC//teUn9MT6cCh2rq+7ioSe4OnmF0gcq5PpUByUu0uoy5nFnw/cM+i8Za4SesN+Lp69locOph92CSPJrp4DzC+sozvSP2R/bIqKZVnobwhgP7zmbcwrrEGWZB7Y/zTPN71OX9TP/KJavnzhR1hUUj9kMLyxeRv//ODX0E0dp2rn/13yMW5aePl4/7oEQTiLmJgAuFXviW2WSUe0maieHukocpQiSRK+RC+WlW4vI2NiUewspy3SNOS5+2J+zilawiudr2W2dcRbyXE7cQQ0YvrAIFpCQpZkFEkatNb46roLWVBYR7GzgM2du3mi8UVaQp2UuYt41+IbuGL2+XiGeD62BDv43DPfpT3cjSIp3DTvcj67+n0isZYgCKekmwadkR4+dM5bB2z/+bY7+dOeBwB4/9JbyXfk8tMtf8zUKnbZnERTMb594Wf5xsb/wxwi2DyvbDkhf5TOUA+hZPq4LW3pJSVzCqo53N8y6BgJCU2xZd5Tj1tWNp83LbiIcm8xrYFO7t71GJtbd+OyOXjXihv44Nq3UDxE0BxORPnY/V/nxaYtyJLM8vIF/OXtP8A+xUlihdOXCIhPI5qs8b5Ftw3Y9rdDD9ITS2eSfueCN5OjebnzwL1cWLmOhxofB+DNc6+n0l3G7XvvzBznVB3EjtWZi6SirCubx/37n+LmBVfw4IGnMY69LPZE+6jOLaUl0IVNUakrrMImq9gVO7t7DrK4eC67Og6SOiko/u4Lv+SmhZfRHuzm+gWX8pYlVxNJxqgvqKbUUzTkvZmWyU9e/VNm9COmJ/jhS7fjVB2UeApYUb4oS3+LgiCckSyLYmcZqnzi11ow6csEw15bHi7VQygZwK7YSZhxLMsgz16AJjvwJ05k5E8HyelnoIREdU4FDzc9wWXVF/FKx2tE9XR26qgeY0lJHa+37wPg6rlrMC0DWZLxJfrx2Dwc6O6kNdSdOfdf9j7EBVWrCSRCnFe5nK9u+CSd0V4WFtZT5h76+QjwwKGnaA+nz2NYBvcceJz5BbV4bC4urF4jAmNBEEZ03ZxLWFl2onrHgb7GTDA8N38271h0PUcD7YSSEfIdOQQSIa6cvYFiVwGNgdbMFGq3zUkklX4G2hUNQ9LZ03WYd664nscPvUxjf2vmGgXuPDgWEK+tWko4GUWSJGKpBP5YkFpPFft7jmTaP9PwKoF4CJuiMq9oNv920QdJ6EmcNgfLKxYMmz/n+cbXeaV5O5B+n9zavpcfv3wH9YWzuHb+hThtol67MDKRVOs0ppsGP9vxW8KpKFE9xtfP+wJRPcZ9DQ/zYtsmkmYSCYlfXfYjGgKNfG/z/wLpF7wKdxltkQ4ALqpczzvm38r2zn0sL1vIPXuf4Psv/waL9H8aFd4SytzFHOxpotibT6O/dUA/VpQtpKGvNbN+ZCiyJONQ7ayuXEw8laDAlcd3r/gcdlVje8c+Htz/DH/d9ciwx183/2K+fflnsSniG44gCKPTF+8mmgqTtJLM8tShSjZ6411E9XBmanSluwaH4qIhuC9znCrZMCwdCwu74qDCVcPRUAuFjgL8iQD/teXHmez9mqxR4iilydfN7PxSWt+QqKvUWcLerna6I/2ZD41vdHza9cqy9Ic/07L4j/Ufp8RdSEe4mycaX+b3u+8laQxd/3hx0Vy+feFnB02FFARBGM4LLa9z555/0BLu5N/O/RAXVK/mjt33c6D/CM81p2fD/NOyt/CBZbfyoUe/wt6+BmRJwqE68GpuuiK95Dty+fFlX8Ey0u+LJd5CrvrNB+k8Kcv0mqql6KaOZVls79g/oA8FzlwKXLm0+DsHjRafTEJiYUkd+c4coqk4X7z4w6ytXkokGeOe3U/w69f+Rmugc8hji9z5/OqWb7CiYuFE/8qEM5gIiE8zCT3BQX8DSwoX8ucD97Cteye98X5um3cz18y+jFAyzO/3/ZXuaC/NoXTg+vFlH6DSU86XN34bgFUl53DQ10Bt7ix29u7lrXNv5Eh3J7/Z+jcWF8/huvmXEk1G+f32+wYlVRjOspL5bGnbe+qGJ6nwluCyOWnob84E3yN598obePOiq9AUjSJXfqYupyAIAhyrM2xEsSsOwqkg/kQfSTOBW/VS4Z6VXk+c6CGUCmCYOiYmeVoBRY4yjoQOYFoGbtVLRA/hteUSSgVwq166owF+tfv35NlzObdsNYWOAh4/+hTdsdGVFsm357Hp6OExlWry2FxUecs4EmgZNhA+2bnF5/CWBddQk18BQEVOyaivJQjC2eGIvwVVVggno/zwtd/RGGjFqTp46M2/QJZkNrZu5Wsv/4Rcu5f2cDfzC2r53bXf5QvPfp+X27awvnIlr3fs5PLZ63n0yAsUOvL470u/wlv+9GmSRoqbF1/B2qql/Hn7Q2xq2TmqPtkUlRJ3AW3B7lM3PkaRZJaVz6ehr4VgYnCCxDdaUb2Qf173NlaWLSacjDI7t3LU1xLODmK47TRhWiYxPc4Pt/6MaCrGLXPexJPNzwHpB8OFlesA8GoeSpxFaLKWCYg7oyceMueWrmRP3wFWli4j357Lzt69rCtfzb07v48iyezpOcyensNj7t/O7gOcW72UTS2jT7XfHjr1w2/d7OUYpoFNUbnv0JPcd+hJIF2S5N83fJSLataOua+CIJxZjn/X7Y53EEz6qHbX0RPryHxoy9XSa87SCWdkcmx59CXSz5+kmcSwdEzLQJPtJIw4XlsuDsVJKBXAa8vlteAuDNOkL97PI01PjLl/voSfS+rO4YnDW0f18Q8gnIqyv//IiG1qXBXIhgIKPLjjWe7b/jQAdlXjI2vfxmcveO+Y+yoIwpnFsixMy+Lxxhf59is/59sXfJZfbP8rLaH0LMHbFr4pMxU5YST5xMp38YPXfgtAe7iblKHTGGjBodhxKBorSxezqnQJTze9wkWz1tLq78AXCyJLMn/a9iB/2vbgmPqXMnQMyyTfmYMvFhzVMYZlsq1934htynOLWVJTT2tPN7ojxbc3/Tyzb13Fcr534efH1E/hzCayTM9wMT1Gg7+Jx5qe4duv/TcNgSb6Ez4O+tIvSook89Fl78dtO5GE5byy1Wzq3Jz5eWv3LhYVzGN2TjUpU6fIVcCrHZtZUDCPN82+ggJHPvnuXOaV1k5oncVhXzOrKhdRX5C9UiHxVIJ9vgZ29A6cZhNIhPj+q79hf+/IL4yCIJy5LMsiaSTpT/TQEW0hmEyXE4nq4UzgmW8vwqV6MsfkafkEkifKjsT1KBYWOVo+hmXgUt2EUgEUyYbXlovb5qW1p4/DR3zYrfGXieuIdnDV3FWsr1467nO8UX8ywKuNO9h4aPuA6dgJPcmvXrub+/Y8lbVrCYJw+vHFg/xi+538ae8DfOeVXwBw2H80EwyfW34O71h0fab9xbPO5aXWrZnnSSgZ4bWOHbx/6a0kzSSLCuewqWMHLaEO3rbwWq6rv4S4leDCJatYP2f5uPvZGeql1FPE2upl47/ZN+gO9hHSI0S1KIFkaMC+V9q389Otf8zatYTTnxghnuEeOvIEDzc9yZLCBZk1vwkjiW6lp94VO4tYU7piwDGvd23LPMyqPZU0Bo/y98MP8eU1n2VT5xbWlCzny698hwcbHuOLaz4FQHu4iyP+FpaUzM1kBxyKIsmsqlpCLBnHHw/REujI7AsmwuztbUAxB9cvTie6GZyR+mQ5Dg9LyudimiYGOpIlEzIiw46odEf7eejwsywoqhv2nIIgnLkiepiOaDMu1Z1JngWQMk9MMc7TCgcknIrpUXQrvV+VbJiWQXukhWpPLTm2XCRkDMugL9FFhWsWsiTTFfRzpL+VWQWl2PJgpPxVWjwXxSYhySZR6cRoh4lJa6QVmzm47JJlWdhljaQ19NRoy7LQZBs1zkosC+KJBA6HnUgsNuy65Lie4Hev38MNCy9BmcSa8oIgzEyhZITr/v5hZudWEk3FMu9Se3sb0GQbSTPFDXMvG5DVPpKKsbFtK5BOmFXiKuRrL/+UO970n/z5+h/SHu7m4yvfyR277+erGz7B/MJaWsIdNIVaqfFWkONwE4wPv9TuvPplSEhYWGxq2DXg/W5/zxHOrRo6IHZrDiLJ+LDn1RQbCyvqKc0rQJLg+GLQQ6GmYd8h/3HkWd6+8PpTlgoVzg5ihHgGsyyLplA6O9/uvv0D6l1WuEtZX76GNaXLBx3nsjlxqU7KXaV4tfSIxgttr6CbOhdWriNmJMjVctjnO0goGSaSirK0eD4AR4KtrKgYPqOzYZn4kyEOBprwp4KDHiS6qTOveDbra1ewvnY5Hs2VztJaXMLamqWUeAop8RSQ60iXRlFllfNqz2F97XI0h8LO3v3s7j/Ivv4j7PUdpiXYMUQvTjjc38TecUzxFgTh9Jcwjmd7HvgCZmGRpxXiVr0o0sBgUJJkFElBRsapujAxSZpxYnoUp+rGpmioso2UmSRpJrAsixUVCwB47vAWpPDwo8SWZRFLJHlg60vcv3kjLiNvUJs8u5s5ztlUKmXkazkAVCnl5Ft5lDmKUSSZEnth5nxzXLOpdcwi5k/ywqEtvHh4C6+37ObFQ1vY2jpy3gZFkXnq6Esj/yUKgnBGOtjfBEBToI2e6IlZMe3hLj675n2cV3EO8wpmDzgmZepU55QDcE3dhbSFO4mmYjx0+Flm5VRwXsVyvDY3oWSELZ27AajJqUBC4mionVVzF+HUhp9pKCPTpnfSrndxxdJ1g/anLJ2L5q/mimXrWF6dfu5eunAtC+pqWTFrARIS80pP9Hl59QKuXLaeNQsW45N97A82sC/QwP5g+v+OJz8cilfz8Jstfxvx71A4e4gR4hlMkiQ8NjeKpPA/F36LjZ2vc+eBewH4R+MTfGv9l8nRvIOOu3b25RTY83ii+Tn29h9EQuK8stWZgNqrufnwknfzi11/IJQK81jTM6yvWs59B58kmorRG/exdtYyTMukO9hHS6Az84VtdfUSdvUcBCBppvA6PSzKmUMgFqIitwTTMjnY30QylB7p0Jw2ZpfUZx7Ixe58IskYi4rq2dl2gDlls9jde3Bcfz9ezc2hvkuI0M4AAMvsSURBVKP8cutd/Piqr4zrHIIgnL6OB7vpkVyF1kgjAKGUn0r3bFzq4ODVpbqpcNVkkmult3lQj42iysjka4XH1hWbBFN+zq89MQvnif2buHrROroCPmaV5xMllBkxdqbyeejgy5m2D23byLVL12FoMZSUi2gsyYNHXyKUiGbazC+uZXPPHiwsch0ebIoNKU/Gsixm26t54dCJ5S9jVV6cxz0N/+CymvMz9ycIwtkhx55eKvKuxTdyy7wr+MST36A93E1LqJNQMsoPL/3SoGPyHTn87+X/zh277+cfh5/FtCxm51axsLA+0+aC6tX4EkE6wz0c9h1lU9sO6vKqafA30xBs5oIFKzCx8AdCNPW20RvxAzCvpIYe60R5u/3BBq5ctp5XD2xn2awFuBwOfLqfxmgLxAEZ1i1aRluii5geR5EVVi9cRMJIovYorJuznNZkB/0BH+NRZMvnD1vv55aFVzC3cPa4ziGcOcQI8Qx2NNjC1u4dbKhYy7NtL2eCYYBAMkRjoHnQMV3RHgDaIp00BJoAuHXOdXx46XuQpPQ0Optso8JTxlU1l+BUHLx9/i08eOjZzDm6o33s6N7Prp6DdCf6WVO9FLeWzujcEejBoZwodN4X83Ek0IIu6ezsOcDu3kMkT5qumDRTNAXaMj/3RH1E9TgxI86yyvk0+Affw2h4NTclzkL88RAvNm/m2aZN4zqPIAinJ9My8SV60WQ7QCYYPi6qD848mjTSpZYMyyCip9eUuVQPFa5ZaLId3dSRJAmbolFgL0KRVHJsufxt55MDzvPY3lfY1rafBze/Sl+njp308zFlC1NbcCJ7qWGZPLTzZV7b18hDO17i6YOvDQiGAQ70NGY+OAbiYXojPvZ1HaHaVc4rjdvH9XejSDJXLV6Hz+wjlApz18H7EQUlBOHs8rudf8euaFxUvYb3P/KlTB1zIDMt+mRdkd50sCmrPNzwHEkzRam7iJ9f+TUuqF5NT7QfgDxHDm+efzX1+bOoyalkUfGcAe9y+wNHOBhopIc+6mdVsaxyHgAHu48y21M14Jr7Aw3U1lTSnGxjf7CBrmjfgP1tkXQwDOnndle0F38iyKKKerr0nhFHgEeyKL+eTY3pJLDfef6XxFLDT8cWzg4iIJ7BDvgOMztnFrfNu5kbaq9iUcG8Aft9Cf+An/2JIIf9jezo2cNjTc8A6RqZb6q9gmAyxHde/zGff+lr7O9PTzHeULGWfEceiqQMm/HZwmJHz35yXB6Wlc0nEA+hqdqgNv5EaMjjh3PYf5S9/YfGdMzJ6vNmcaDvxAvw55/6L55t2sQRXwtxPTHu8wqCcHpIB7cSZa4q3DYvBfbiAft1c+B6XMuyiOghkkaCnnh7ZnuhvQQLi65YB02hg/gT6Rcyu+LEbfMgSTLNvnaGYmGxtXU/D2/eghbPRUIi3zV41k5vZGwjGHE9wZaGsZWxO9myinn45Z7M2ul/ND7FXw/eT2+sn2Dy1CVKBEE4vUWSUQ70N/KV9R9lUdEcvnb+Jwfs7472DfpI9vTRV9BNg2+8/NNMTeC3LbgWr+bm7v2PcOt9n+S7r/wC3TRw2RzcOv8qbIpKW7gLRRocTlhYdER78KsBrly2norcYjAHf5jzJUaXWfpkQTVE3Bjfu16RI5/tzQcz74qbWnfykQe+Sk/YR0eoZ1znFE5/IiCewTZUnMu/rf5kJoP0ksITRcWLnYUsL14yoH0wGaTcXcr2nt0kzfTD7JzixciSzE+2/4bmUCvBZIjb9/5lwHGaYuNX136Tcs/AF8qT9ccDHPA3kpL1UdV8G43hksGMREKi2lvG5vbdA7ablsmvtt6FS3WOqmanIAinN7tiZ5anDruSXq92ciZpkMjVCga0t7BQJJWEEc8k3VIkFbviODZ92o+FRU+8E/0N9YK/d82/cGn9ecP2xbRM/rHrZR7ZvI0trSOXAhmt8T4f3ZqTvCL7gERiAI82pWcBRVLRoQ4VBOEM4tZc/Prqb3FZTXqd7uKiubht6ZksEhK3zr9q0DPCY3MTTkZ4reNE/eANVSt5pW0bP958B4Zl8I+G53i5dcuA466vv5QPLnvriP3ZH2hAzZM5EGocsd1omeN4PkL63h2mg0Bs4CDO5vbd7O05RCQZy0b3hNOQCIhnMLfNhU22AfBq5xbuPvQAq0rO4W3zbuKb675Enn1gttJZ3irqcmvoifVmtpW6iommYhzynyhP1BntpjfWP+BYr93Nf17yeW6Ye9kk3tHELSyspzvUP+S+A32NfOrxb7Ktc6+Y/iIIZzhJklHkdBqMlJmkNdKIXXFSYC9mtncOTtU1oL0syeRoeaSOfSwEsMkakiQRSQ38yPfG6daSJPGdqz7DJ9e/a0Kl6SbbRXNXsWphHVFzcJbXlJnim5t+xJbunfgTgWnonSAIU+l40lPTMnnvP76AhMSHz3kb/3flV3nbgmsHtb9h7qUDplVrso1SVxGvtG8f0O7kgPm4m+Zcwb+u+SeKnflZvYdsqvaUE+qPsrt96NmJX3j8B/x550PDzpgUzmwiID5NKJLMooJ5vG/hbVw7+3Kc6tAvZZFUdEDw2x7uxKk6mJt3ojSRS3ViV7RBxy4oquPfz/8oX1j3oezfQJaEUhEi+vBf8A77mvni0z/k3fd/QTzUBOEsYVomdsVJiaOcQkcJNnnw8w2OT5s+EeymzCSWZeG2eQa0U499iDxZqbeIz13wPu56x49mbIKq5w9twbKsQSM/x3XH+rj74IP86wtfZ3ff/iHbCIJwZjFMkzJ3EZ9c9W7eu/RmzilZMOwzYmPbtsyfLSyOBttYXzmwtGeJq3DQcS6bg+vrL+U3V3+XCndJdm8gS1rCHcwvrSX1hhlAx4WSEe7f+xRX/v6fuGPb/VPbOWHaiYD4NLG2bCX/tvpT5NgHr0872SF/w4B1FRdUnockSVxXe2VmW1SP8Ytdvx/2HOsql0+0u5OmJdjBqvLFI7ZJGEmO+Fv4w477pqhXgiBMJ7viYJanDofqHLGdiUncODFl2GtLz7LJtxcNaNcZbR02WUtdQTVVuWUT7PHksLCI+UYokkx6pDiix7hj399Foi1BOAvYFJWfXvlVrptzySnbvnrSaPCCwjpqc6tZV7mCOXmzMtt/s/Nu9vU2DHl8ruZhXkHthPs8WXSbTo5j+NJ5CSOJaZn84OXf0R8VM2nOJiIgPsNIb/iftOzYl7re2MDMfeXusmHXYBQ4cllROnwt4uk22gQM27vECIggCMPTlPRa2zcm4NKGGWGG9EjIZSOsJ55uW1r2oo6iomJ3tIdAcuzJbARBOHMdL88JUOktQ5HT75TtkRPJpvLtuXjtQweVkiRx6ayZ+3zsivZSV1h9yna6abC7e/yJX4XTjwiIzzAnv+Dk2XMoc6UD4vPKV+M+aU3dlu4dAx58J3PaHKcchZ1OzcF2anIrTtmu0d/Kof6jU9AjQRBOB8Ybpso5lPSIsibbcSonXvBiRhRzmBFiSZK4pP7cyevkBFlYeIy8U7ZLGEm2de8+ZTtBEM4evviJUdGVJw2MvHn+VZk/98X97O09POw5zi0/Z9j3y5nA63aduhHw2KEXJ7knwkwiAuIzjGGeeIm7uf5NyMdS4bttLt4x/xY0WcOuaBTY84ZdQ6KbOg8efGZK+jtexe6CU7bRTR1/XIyACIKQdrzeL6SnSx/PUC1JEoWOElQpvXZ4uDXIkF6H/Oft/5jcjk5Ql98/qunQPpFcSxCEkxxfX1vhKeHauosy22+ddxXnlCwAoNRViEO1D3uOhxqeGfCsnWm6Yr2jSo7YHe47ZRvhzHHqeVXCaSOcivBUywsA5Go5lDgHros7v/I8zitfjYWVyV79Rn/f/zg/ef2PmULoM82CwjrCiShb2veMqv2e7kOsqVg6yb0SBGGmsywLXyKdgV9CyowOH+dUXcz2zsXCynxIfKPXW3fxyQe+RdcMfVGqzi1j8ewaQlYQYxQjNIf92SmBIgjC6e+eA48TSqYz1C87FvweV+TK52dXfo1oKo5rmGCyN+bjyy/+iAP9R4bcP908NheltiIOdTePqhLJrq6DU9ArYaYQI8RnkDv23U1ruB1IT51+pOmpQW1UWR02GAa4fcc9MzYYViSFQ71NNPnbRv318bp5p04iIQjCmS+Q9BFKpUdELSx6492DRlElSRo2GAb4w5b7Z2wwDLB4dg1+qx+DobOovtFFVesmuUeCIJwODvmO8qPXb8/8/NiRFzjkG7zkbLhgGOCFltdnbDAMMMtVwatNO+mL+kfV/uZFl09uh4QZRYwQn0FCyYG1M3PtOWM6/vmjr9Ef82exR9mxpGgeuqmjSsqYE2Ud6DtCkWvVJPVMEITThWENDBJVeWy//g73HuX11pm35nZe8Wzqy8uxDAiYfYxl6V5TsIVzy1ZOXucEQTgtvHF5mSbb8GqjW2sL6ZJFz7a8mu1uTZjH5qJUK0aVFXa2jm3E92BfE0kjhaYMP4gknDlEQHwa6Yh04k8EmZdXjzJkHUwLTbZRm1tDnj2Xt8+7edTnjqRifOGZ78+4dR/LShawp+sgCSN16sZD+P7G37LhbSIgFoQzXcJI4E/0U+AoGnEWjENxIksyRY6yYfMoDOUz//jujFtTtri0npIyDz6rF8ZRGvn+hse4uuaSMX88FQTh9KKbOps6djAvv5Zi1+AcLMff/Wpzq8i1e3nz/Kso94y+nvDvdv2dnT0HstbfbMi35yInZF5t2zGu419t2cHzja9xxZwNWe6ZMBOJgPg04lAc/5+9+w6M5CwPP/6dme19teq93alcr+4VFzAGbIMxoRkIBAgQIOFHCAkhJISQkBCSQBJq6B0bbAzu9Vyu+KquqJzKqdftfXfm94fOutNpJe1qpZOM3w9/YO3OvPPqwHPzzPu8z4MvfoakmswYEH9g07uA3FeGAeQ1WBFwc3ETR4ZPkp6nPVQ2WooalnFGgiCsVRISJp0Zf8JLoWnug5zbWIhd78SgzF8MZiELpVKvhvVFtXhKTUS1yOIHz6PA5BbBsCC8AqiaSqW9lBNTXVxj2T3n+12lm/jBrV+izlmZ04vCl6y1+6NNbyEeStLnHcprnNbixmWakbDWra3/BwuztHs7eWF4Px3eLjq8p3EaHVxSuhOTLvMeDqfRseSHm2f6D6y51WFvJJBXMAxwaOQkocTSHxgFQVibwskQPYEuAgkfQ+EB9LIep8GFx1iU8XhZkpccDA8Fxjg2srYKrNQVlZLQEnmNMRXz0hcYWKYZCYKwVoSTUX7W/gA9/gEe7ttDSk1T46jgyoqdGY+XJIl6V9WSgmGAPQMH8pnusquwluQdDAM807u2fi9h5YgV4jVG1VTaJk/S6TvNs8N7CSfDM981udZxWdku9o4c4KaaV9Fa0LQs14yl4tzb/siyjLVcNhc3c2w0//SbsfAk9556hHdsfsMyzEoQhNWkaRrexBS++BRnQj1EUufuj6d8bTS5NjAU7qfUUk65tQpFWkIecQb/d+DeZRlnubSU1BPXh1mOd5i/7Pwtf7HjA/kPJAjCqusLDHFq6jQP9j3NsYkOvtn2cwC+In+XP93yNrp8fZh1Ju5qugXXMmWHPNm/l7Ho2tlOYtWZ6R8fXZaxvrb3x7xp46vRZdymKPwhEQHxKvu/Ez9iV8l2TIqRlJriuyd/jDfuy3hsu6+Tdl8nACe9HfzNrk9QZa/Mew4/bLuPF0eya2N0MZTZirAbjSTT2VVKXYzoRSwIL0/tvhPY9Q5MOjNoGl2BdiZiYxmPjaWjHJmcfps/HhslraWptee/ZeK5vkN8a/8v8h5nuTiMVq5p2sxh3/Lcs4PJEJqmLXllSBCE1fFw3x6CiTBN7jo0YM/gAX7V9VDGYxNqkq8c+u7Mz+PRKf7mkj/New6+eJB/3vsN1Cz6nl8MEhJNBfU81PbssoyXSCeJJKM4jLZlGU9Yu0RAvIqSaooXxw7zwsj+JZ1/bPJk3gHxfR2P8c1DP89rjOUiSxK7KzbhTU9gMMq4TDZ8sdDiJy4iloovw+wEQbjYvPEJTgeWlikyHh3NOyA+NtLB++/5bF5jLKfLa7ewa10NTouRimQxg+HMLwdykUjnl3YtCMLqGAiO8OP2+5d07v7RY6iamtfe30gyxp8+8lkia6RVZ7W9HL2scHj8BJvK13NsKP9tLkk1RVpNL8PshLVO7CFeRU8PPktSXVr1ZIBSS/YVAOfzaO/za2bv8KWVmxlLDpHSkpwJDdBSUZlT2f/5PNm3DzXPvciCIFxcvvgU3vjUks+36vN/o/9k9741U4PgkuqNXNpShd6gEUlFqCsooMZelve4PYF+pmLeZZihIAgXy2TUx+N5tDmqsJXkXQirfaqbwdDypCbnq9RaRDgZ4bS/H1XTGEmNcXn91rzHjaXiPHvmUP4TFNY8ERBfRJPRKbxxH5qmkUwneXYov55tze51eZ1/xj/MwTWSKn1Z1RZGEoOz0vam4j6aKyu4riG/tknDoXHu63g83ykKgrCCYqko0VQUVVPRNI0zod68XtZ5TJmLa2UrnkpwT9vaqK1wRe0WrmipR5ZnpzU3FhRza33+LUF+0fnbvMcQBGHlTEZ9eGMBomdXYw+MHmMkMr7k8bYVteY9pwe6n8x7jOVQYStBAiZjvlmfn4kOsaVufd7j//feH4tFlVcAkTJ9ETw1sIenh57DHw8QTIbYUrgRb9zPYHg4r3E/9dzneHXNDdxSe+OSzv/lqQdJLLG/73K5pGITcSnM6AXB8EsS6QRx8p/jj9t+y+vWXTdP/2ZBEFaLNz7J8amjJNQ4sXQUl8GNXjYwHstv5eHwxH4KjIXsKr58Sec/cXovvd7BvOaQr9aSem7ashFZUZHluS8HEmoCfYbPc/Xc8H7uWv8G3CZn3mMJgrB8vDE//3zgm7R7u9E0DZveyjp3DftHjuU17j1dD/Fg79P84tb/XNJK8VTMzyN9y7NPd6lMihGnyY4vFiCcis75Pp5OYNaZUCQ5r44lvb5BnurZz3X1l+QzXWGNEyvEKyytpvll130MhIYIJqf3wx6ZaONMsD/vsePpODVL2EO8b+go/++xf6HOlX9BroVU2EsWPUavkwmmgvMWdImF4bm+o3nPJZaMcWLidN7jCIKwvDp8JwkkfcTS0w80voQ372AYIK2lcRhcOZ83GBjlvb/6DDplZd8Xl9mL0MsLX6PcWYhOr81ZGX6JTrLxYM9zec/FqBg5PN6W9ziCICyv+7of58DoMYKJMKFkhJHIOM8MHiCWzq82SlJNUeOoyDkYTqlpvrTvW+wbPkqh2Z3XHBZTZl04y8dptDMansgYDAM0u+p5ofNo3u07dbLC8/2H0dZI4TBhZYgV4hUWTkVIqCtXtOSRM09SYimm0OzJ+pzHe1/gqTP7uKv1FhwGG4FE/oWrMmktbODm+iupsJfgNjmJpuKc8Q9h0ZsYC09iMRp5YWzfvOc7DXZOjue/QmNQ9ExG/XzikX/mnju/itVgzntMQRCWRzS9cnt0RyKDFJmKKTAVZn3OgYE2Hut6nt2Vm7iiZhvP9q3M/jFZkvmHmz7KYGCUGxovo2Oil3AiSiQZJZqMYzcb0VtihNX5q+QPBPIvqiUhoWoq3z7+Y6rtFTS4avMeUxCE5TEWWbl2Rj3+fh7oeZLX1l2b9TmTUS+/7X4CXzzArfXX8d3j96zY/N67+c20TXRwa/11HJ/sxKIz0xcYxG6w4osHaZ/qYTQyMe/52jLVwrLoTfzwyH3Uuip465Zbl2dQYc0RK8QrbM/Q83kXLljISW879/c8mNM5/ngQgGgqxnW1K5cCYtaZ+cD2P+J1667nyqod3Fh3OWaTwmPDT2C16GgPdBCZ580egD8RZFt5/vs/Eukk0VQMb9SPSWfIezxBEJbHSGSIVB6FBRcTToU4OnUwpzf73mjg7H/7uX3D0rajZMOkM3Ln5pv586vexeayJt606WYurW/C6o5RX2mnosi+YDAMsL4g/ywfDY1IKkpaU0kv1xOkIAh56wsM0u7tXrHxg8kw/3Hoe4zmEHT7zy6g+ONBbqq9cqWmBsDOko18bMe7aHTX8IbGG6h2lLN3+Ai/6niIWCrOkfGTC54fUIPLMo9AfLrffXSNVNMWVoYIiFfYKW/nim/G3z96kCM5pLs1e+oB+Mc9/8Oz/QcXPV6RlJlzsvHSC4DR8LmCD5qmcXi8DZfRQSQZ5bH+PQyGFt5DbVJMdE5mv0KsSDJbi1ooMRXS7KqnzlVJue1cJe60pjIV82c9niAIKyuQ8K9oBg1AJBWm07/wg9P5NpQ0AvCt/b/kG/uya0m3rbwl6/ElptOffbEA4cS5F4JD4UEkSUbV0gyGB+gJLr7FYyzsy/q6APX2OhyyBwtOqm2VVFhLZ33vi4ue7YKwVkxEvfQGVraOgaqpfPnF72RdT6bMWoRNb+HYRAd/++x/ZHVOq6cxpznJkoQsSQyf9wzZFxjCFw+gahqjkUnu6XyY1CLtkNz63GoiNBfWs6GokXJbMdtKW2kurJv1/Xh46V0PhLVPpEyvIE3TCCfDK36dtJbmx+2/wGG0U2opwawzLXj8m1pezdcP/WxWcLihsBGH0cbzg4fnHF/vruJTl/0Jf/7oP+GPhyi3FdEfHJlz3BWV29HLOj552fuYivlxGs61PXl68AX+99j30cv6rCvHGhQdvsj0HHWyjpSaynjc1uIWJqJT6GU9L5w5AkAfQ0hIOEw2tha3cHj8JEadgV7fIEWWgqyuLwjCykqucDD8ktOBDpwGNw6DC7Nu4S0Tuyo3sbmsiaPD7XRM9ALgMtl5fev1fP/gb+YcLyHx5Vs/xZ/d948cG+lgnaeGzsm+OcfVuivYUbGBt229FafZQSqdwm60AuCNT/GbnnuQJCmnVdqp8wJYnSSTyvDytdZejYbGQGiQ5/vbiJ/tOyxNSuhlHS1FdXhT40hIjISXXrVWEITltVLb2S704lgbv+p6iMvLtlPjKF/wWLvBymvqr+EX7b+nyzd9n1MkmTubXsMvOx7MGKS+o/UNPNG/l4d791DrqMgY5BsVA6+uu5qmgjouKdvCWGSSFs90H/mUmuYTT34RXzyQUyHYVOrcXOZ7hqx2llFocXNstANVVWkb6wSg3zeCJElUOEqIqXG8UT9TUbGg8odMrBCvoMMTxxgIDV2Ua/kSfr544N/59vHvL3qsVW/mS9d/ciZwftfmO/jmaz/PZ6/6CHc2vxqn0T7r+F7fAIosc++bvsYP3/CvmPXT59U5Z6fr3Vx/Ff/yqk9SaHGzvqCWEtu5fXvPDO0FyKnvciARos5TSZWzhCsaW9lSNrvNVJOrjmKjhxf6jjDoHWfAOztI19Dwx4J4z97E3DoH39z/i6yvLwjCyomkwgyE5waOK0FD48WJF3h25ImsAs6v3PpXVLume/xeV7+bJ9//fT57w4f46BXvoKGges7YL5w5wj3v+C/uu/u/uaxmKwCltkJs5/VRv7J2O1+65f+xraKV+oJK1hfVznzX4WtHJfeU5TpnOQZZz60NV3Bd9e5Z39XaarHg5OneIzzTe5RIVJsJhl+ad0JNcmqiF4NsoNJSxVcP/IS0KtqLCMJqi6bi/LT9gYt2vW+3/YI/fuSv6PYvXvD1PRvfyO7SzcD0ivH3b/kSH9z6Vj65631sLZ6bLfPc0CE+sfOP+c6r/4k/apneg2tSjBRbztW+qbKX8tHtd/Pa+mspNLtnrSofGjvBWGQy964oZ5f8rl63k0sbN81k5wBsKW2i0V1Dv2+Eff3HsOutnBg7l5WjoaFqKv3+YYosbraUNvHr449xcnzlUtiF1SUC4hVyfPIkXz/2fxf9uscmT2S1z+GKqu383dUfwaDoub3pRnSyjgKzk/932Xv56s2fodF97qEvqab4s4c/T1pTaXBX8XdXfQSTzsgdzdP76zxmF3952fu4aZ5+mGk1zYnJjiX9PjpTmiK3lZHIGJohzg0Nl9BS2ECTq44jw+2c8U2nXUeTMYLxzMV52sd72VDQSL9/lJPjotK0IKy2WDrGnuHHL/qe1YQaZzK2+CpoXUEl373znyi0unld6/U4TXZkSeZjV97Nz972ZV7VeNms4//qwS9zfLSTTaXr+atr/4RqVxlv2nQzekWHUWfg/Zfcxaeu/ZN5q+kPhpfWdSCm+rmmehO+xCRR1cera6+g3lFLra2W5/qPcmqyd+bY0XnS/eLpBFbZSftEH+FklOFw/oW6BEHIz1889QVO+89c9Os+2b930WMsejP/dPVf0OSuY1fpJirt01svbq67ii9f+2ne3PQaFOlci8v7Tz/Ob04/RoOrmptqr+Tqyl1sLmpivbsWgOuqLuEfr/pzFDlzSHJw9PiSfpcOXw8tNXWc9HfR7uvhsvVb2FG2ge1lrZye6OfUeDfJ9PSq8dgC6dDxZILJs9tTTo51LWkuwtonUqaXmaqpJNIJJmPerFODl5NFZ0HJsojXdTWX8Kray/hd15P88dY7Zz5v8tTzvdf9M7f98kOMR6ZvEkWWgpnVjsaCGh56y7cJJSNsLFpPhb0El8kx73WCydCS/yzi6TjxmX9OEEyHOdSf/X7Al7w4eAKAyYiPw8Mn2VqW/Z4/QRCWT1JNkkwnSGmZt0CsNINszOq4uoJK/vzKd3Fv2yPcvuGGmc89FhffeuM/8IF7/46HOvbMfN7oqQHApDfy6Hv/j6mIj1uar8GiN1Hjnj8NUdVUogsUF1zM+VW601qaJ3tyr4p9ZPTcC8unzuznbRtet+T5CIKwdOFkFJNiyKnQ1XK6MENwPjpZx19d+gE++tg/8OFt78B4tmCpIst8aNvbKbJ4+NqhH84c/1IqtizJfPbyj+CLB4il4vzxpjupd1UteK2pqG9pvwzT+7BfEklFOdB/IucxTk+de2H5SNdz3N5647wvN4WXL7FCvAxeHDvMi2OHORMc4L+PfouPP/Npft5570WfR5NrHR/a/F4MSvaVlP+o9VaeHZhbWEuv6PnHaz+O4+w+4KSamlWp1aw3UWQpYEPRugWD4XAywhf2/1cOv8XChv3zl9jP1l8+9K+MBPMfRxCExYWSAbr87URTEY5PHeHRgQd4bvTJiz4Pu97BpoJtuIzZ9868cd3l9PmGiKfm7nX+uxs+TFNh7czPyfPS+fSKjhJ7IS3F9QsGw5qm8ejAw/gSvqzntBBfNP8WVt888jOOjJ1ahtkIgrCYaCrO14/+lImol593/I63/O5jvOG+D1y0/cMv8Zhc3LX+Fm5ruGHxg8+qcZTT5Knn+GTnnO9e33A911efy6Q5//6okxUKzW4q7aWLBsP3dj7Cg73PZD2nhdh11rzHeOz0C3zv0K9FT+I/QGKFOE9HJ47z3RM/JqEm0EkKqbMpgCtdWfp8elnPO5vfwu7SHaiaiqZphJJhZFXGarIseG6JzcNgcJSjY+1sLm6a9d3WkhZ+dsdX+FHbfQwE5hbRysazQ/voDy5PlcRCUwGPdR7Oe5z+wAgfvP/v+PldX0GviH8FBGGlRFMR9o7uIa7G6fKfQmX6vnixU6XrHetY72yd2UOWSMeRNBlN1TAY5n+BWGh14zLZ+emR33H3jttmfVdqL+TX7/waPznyO+4/+fiSsmAmYxN0+ttzPm8+z/QdyXuMpJriI4/8A79543/jNuVWpVUQhOylNZVP7fkXjk928evTj5Ccp3DoSttduoVP7foTbHoLsiQTSoQxKAbiyTh2k23e82RJpsZezv2nH2dbceusVVOTzshnLvtTrq++lJ+c/O2CCyfziaZifP/48i0uhSJLz8Q53xee/DrVzjKub7h0WcYT1gYRDeSpyOyh2FLIQGhoJhi+2K4sv5SWgia+dvSbDIVGsOjN9AcHubvlrVxWtmvBc806E1WOMnyxzO02PGYXf7brnUua11hkgp+2z63KulQTsSlev/VK7ju8Z/GDFzEUGGMi4qXMXrQMMxMEIRO9bMBpdDMWHZkJhi82h97Jemcr7b7jDEUGMClmggk/VbZaWt2bFz1/e8UGhgKZ99Wa9EbevfN23r3z9pznlVZTPDb4SM7nLeQNrbv5vxcfy/vvorSW5tRkN5dVbFummQmCcCFFktlevIHjk12rFgzrJIW/2vV+9gwe4Lsn7qHUWsSZwBA1jnL+/rKPLXp+U0E9959+PGMKsSzJXFW5k6sqdy5pbl879KNlbZXp1fzUeirozaGd53wODZ8UAfEfGEkT6/55m4p5mYp56fJ1c3/vg/O2B1pJFp2ZyAX70HYUb+VPNr5r0XM1TSOUiMy0AFkuPf5+Pv3cF5Z1zAKpmCc6DuQ9js1g4fXN1+M02fijzbdSaMk+jVIQhOwl1SSxVJThyABj0RECyYvfukIn6UlpsyuUGhUTr6p4TVbn+2NBnKbs9tZlS9M0vnHyf0jlUHl/MRbZzbcO/m5Zxrqz6dVEU3HubH41je6aZRlTEIS5BoIjPDmwly7fGfYM5f98kyub3kIoOXe7xfdv/hLltuJFz48koxgUAzpZWfTYXHziyS+yf+TYso1XZi3iYOfybAd5fcv1JNMp7thwI9fULbzwJLw8iBXiZVBgchNLxXhhZP+qBMPAnGAY4NRUB764H5dx4bQ3SZKWPRgGmIguf1EIg1miwOJkKpLfQ3U4EeVXxx8mnk7wq+OP8NbNt3JlzQ5aiupFsQRBWEZ6WY+qqASTgVUJhoE5wTBAPB1jIjZGoWnxB77lDoYBounosgbDAGkibC5u4OhY/tX0f3v6CaKpOA/37OHO5leztaSVS8u3IGdZtFEQhOxU2EoIJ6M8Nzy3nsvFkCkYBnj0zLO8s3Xx7BeLfuHe7ks1El7eWi/D4XEurdvCCz35by15pPNZoqk4v+94mtc1X8cVNdt4fcurlv2lgHDxiBXiJVI1ld7AGeqdtSTSCT7zwj/ii6+9pt23N9zKq2uyL5KwnL5z/Cc8cubpZR/XbXRyoneQsdD8ZfLNegPR5NxCOIvZUraO9192O9dUXC0CY0HIgy8+hdMwnXlxcGIvo9HhVZ7RXEWmEnYVX74q1+7wtfPIwIPLPq4i6Tg97uO5gflXVkyKgVg69/ujTW/m/Ttu45bamzGd7WMvCELuBoIj2A02nEYbP+/4Hd849rPVntIcVr2FX7/uv1flWWg0PMGb7//oiozdZK/nyfb9835v1huJJuPzfr+Qz9z0Hl7dcB1FZrEd7+VGrBAv0aHxo3yj7bs4DHZSappIKv/qnithLLJ4z82VMB6dZM/QvhUZ2xv3s6txPQ8cfmHOdzaDmXddehMh1YtNdvOboy/Q7xuddYwiyWwsq6dzfACASPJc3+ZL6pt4Yew5Tgc6ub3+DgpMBSvyOwjCH7JoKsLzo0+jk3VIyCTUpT1crLRIKrwq11U1lYMTK5MamdZSrCt28+Kwnnh69gq0TW/murqtJKQAdp2Tjokxjo7O7avZ6K5gIuonlkoQO6/C9paSRl6c2E9noJ1ba29lQ0HrivwOgvCHLK2p/PVzX2Yq5sesM+KLB1d7ShmFkxF88SDuJRTEytcPT963YmOfDvWxsbyRtqHZ9z6XycbOmhY21ZQiSzLdw1Pce3RuhesGTwXJdIqxsJdkOk1ana7Z4LE4GE/38YvTP2OzZzNXll29Yr+DsPzECnGONE3jyMQxftvzMP2hgdWezqL0sp6/u+RTFJo9F/W6qqby74e+wYHR/FNTMrHrrew5cZIr6zZzZKiLYDzCdY3baK0sI5qOzPQ4derdtPUPUOspRdVUftv2Am/ddS3+9CTS2f+YdGYM0nRv0qSWIJyabndglI3UOup4bc1rc2plJQivZIGEn3bfccZjo4sfvAZsL9xNqaXiol/34PgBnh99dsXG39d3BkmSCSejDAUnKLF62F1dgwQEktNFFC06C/6QhstixaAoPNlzlCuqNxBSp1MVFUk529teQS8bSaoJfAnvzHeVtgpur79drIYIQpYCiRDfO34Pv+l+bLWnkpU3Nt7MB7e89aJf9+DocT751L+sWLGxenM13eNnqHaXsLfvBBa9iQ9ffysaKsHUdLanjIzXpxJNxqkuKOZAXyeFNif1ZU5i6djZ+6IBCQmdZkKSVQIp38w1PKZCrii9kkbnuhX5HYTlJQLiHD01+Cw/bv/Fak8jaza9lc9e8ikchuXfA7eYaCrGXz37BUaXcZXaprewo7QFvawQTYUJpYIYFRMmrPjT8+9ZNilmYumlldzfWLCJW2tvXeqUBeEVI5Dws2fk8dWeRk4uKb4Sj+niB3SapvFQ/+84HZi7QpvPmE5DAWk1zWTMhzc+va2k0FiKPzlJQs2cJm3RWYikIkhIObePKjAW8PGtHxN7iwVhEfF0gnc8+IllrZy80t6z4U28tfl1q3LtX7T/nq8e+uGyjnlN9VZKbW4MOoikgqS0FHalgDRxIunMGUMmxUQsHcv43WIUSeHupvfgMrrymLVwMYi/wXJ0eeluNhQ05z1Ojb2Ky8t2z/TFXCn1ztpVCYZhuqXThza/a1l/x20lzfgS44zHRgilptOM4unYgsEwsORgGGAg3I837l3y+YLwSmHXO2h0NC1+4CIMsoE6eyM6Sb8Ms5qfXjZQYCxc0WvMR5Ikri1/FWbdwr3ic2HXOzjl7aDTf5qp+CTa2f+Mx4fnDYaBmS0/S+ml7Ev46A30LnXKgvCKYVQMfHzbu9FJ+RdeekvTaymxrPy964ry7St+jfm8cf3N7CjZsKxjFtgUYpqXQNI7k0kYTE/NGwwDSw6GYbqFXae/HbH2uPaJgDhHekXP+zbejUW39Kp6JsXI25vv4u6Wt/K+jXevaFBcaLq4qdIXWueu59rKy5ZtPHkVijv44j5+2fULcUMThEVIksQ6ZwtuY373nWbXRlrcm7i05CqMsnGZZjeXVWddUhC4XEw6E5eVXLGMI178+6OqqXz31PcIJDL3shcE4ZzLyrdx5/rs2r3N5zW1V/PejW/mq9d9lk2F65dpZnO5jA6Mq7hdTJZk/mz73SjL8AIBoNpejGkF/z6ZzzPDTy9rJpCwMkRAvARmnZnPXvIpNnlyLyjiMjp5Te2NVNsrgelewddUXrncU5yxuXB5364txV3r30C9M/8+lmWWQsKp1Uk1moxPciZ0ZlWuLQgvJ5IksbPosiWtFOskPRWWKsqtVQA4DE5a3JuXe4ozCk0lq57q2+xqYb0z/6wjCXnVUjHTWpoXx15clWsLwsvNu1rv4LOXfiTn8yQkdhRv5B0ttwHgNjn4081vw2VcmaJXdY5KSq2rWx+g1lnBn21/57KMdU3tJiLp1SmAe2TisFhUWeNEQLxELqOTOxpeR6WtPKfzXlt785w2SK9ZobZIV5ZfRrN75d4eZstpdOBchrTt4cgErrNtXFZD21Tbql1bEF5O9LKeesd6PMainDJgis2lbCncOStILbdWYlaWL634JQ6Di3rH6hc7kSRpWarZa6gUmlevKv6hicOrdm1BeDlRZIWrKnZye8ONmHNoX1ZhK+HzV3ycYsu5DJx17lp2lmxc9jk6DXY+vPUdyz7uUtS7qpZlnIPD3csyzlL0hXqJrtFuNMI0ERDnodxWxmd2fzKnPcUvjOwndUHVvKSazCsFG6DMWjrr5yJzIbc33Lpmeul6TMsTyK5meuMp78k5/9sJgpCZTtZxScmVrHO2ZH3ORGx0zkNDSk1hUPJLc5MlZVZQrZN0bHBvQSevjc6DNv0y1XlYxRWIydgk/cH+Vbu+ILzcfGjr2/nHyz+e9fGDoVGOjJ+c87kpz/sjQK3jXKV9RVJ4R8sbqHHktuCzUgpMzmVJm7boL3669PlOeE+s6vWFhYmAeBlcGIwu5LS/h6nY7AJNReZCrqnIL226zFLCW9a/kT/d/F6ur7yaT2z/CDa9Na8xl9Od618/M59XVeX2uzr0dgySjmurdhJbxTdsSTXJ7/t+RzCxNnsGCsJalEuwl1ATTMZmV6XXyTrW5xBUZ2LVWalzrGNb4W4aHOvZXXwlbuPa6TG+3tlEmaUMgEbnegxy9vv2JE1Ghx6H3o0/EVqpKWblt70PMBgaXNU5CMLLSXUOQaeGxlMD++Z8/ieb7sprDkbFwOvqX8Vf7Xo/f7H9PXxoy9u4rfHGvMZcTpX2Ut7cNL3vusJWwvbi7LcCappGqdnDrrIWWosqV2qKWXlxfD9d/k6ROr1GibZLy6An0Mfzw/tQJIVT3k6GwsMZj2tyr+OudbdTZi2ds2/NHw/wn0f+l1gqzkRs4YrJF/KY3Hz2kk9hXIa3hCvp8f49/OjUPby9+Y18o226lH6hqYCJ2BRGxUiByclkxEdCS4AGHpMHs2LBabKg0y+9SvRyK7OU8c6mu9fM6rsgrGWxVJSuQDuKpBBMBpiIjWU8zqSY2Vq4C4fegU6eXV1a1VSOTB7AG58ino7lnClyddkNy7cKu0ImYxPc2/1LLiu9kqeHn0DVVOx6O8Hk9Au4QlMRk7EpVC2FJEnoJRNoCiNhL2nCMxVTV5uMzN/s+us1//eRIKwFKTXF/x2/B1VT8SeCPNy3J+NxelnHJ3e+j+3FG3Aa597Lftr+AL/o+D0qKsHE/BWTM/mL7e/hNXXXLGn+F0s0FeOPH/w0l5dvo22ik5NTpykwOQkmwiTVFA2uagaDoyTSSVRUCk1uzHozBknHZbW1BJNrp+jfG+vvpMZeu9rTEC4gVoiXQZ2jhrc23cld6+/gw5vfR6mleM4x1fZKdhVvp8JWnrGIi9Po4C+2fZjP7P4k11TkVnXUHw8sWxW+lXRd5RV8/VVf4sDokZnPPrTl3ZgVE7fW3cA7mu5kNBSk1FRBpbWaY2M9nJg4jcO8Nv5v6pA96GU9o5FROsVbPkHIiklnZmPBVlrcm9hWuIsyS8WcYyw6K6XmcgqMnjnBMExXG93q2cXlJdew2bMj5zkkF2g5tFZ4TIW8p+VPiKWjqJoKwM6i3RSbS6i0VnFL9esY8PuYCCfQY+W5wTaeHTpMgdm6JoJht96DS+9GRWXP0B5S6dWfkyCsdTpZx/s2vZn3b34LH9/+bt678c1zjrHqLWwpauGayt0Zg2GYbsP0v6/6e/77+s8h51htfrUzS7Jh1pn4/i1f4rLybXT5+gDYXbaF2xpvwKo385/Xf4ZdJZuw6Sw0OqtJplL0ePvZUlqzJoJhk2LGoUxnJR2eODTT6k5YO9bGBqo/IB5zAX+84Z3c03U/oHF7w+v4eee9NDjrqHEsnK5h0U/vcbPmmOpsN9jXzF64hUiSxGBwmFBy+u3lzuItNLkb+KPm27mibBcmnZEaRwUHR8/tkXl902V4E+PzDXnRyJLMvu5OxsM+Lq9r5Wdtv+VQXw/v2XEHr226VqwWC0IW9LKBFtcmNE0jrsZocW2mN3gag2zAtkjhPUmSMOnMGJK5twExKfnVaLhYkmpyZkuGRWelydWCXtZTYinDbrCzwdPCw2eeoCcwXfF+W3ELw5Gh1ZzyjPGpCPcfep4bNuzg2eQh/vwnX+Vdl9zOBy5/M2Z99oWDBOGVSi/reNO6m/HHg5zynuZVVZcTTIbp8vVR66hYtCJ+kaWAQCKELMmoWjrr6xaZV69YaS50skJPYIDk2Vouf9R8K96Yn+uqL8VmsPCq2st54szemWr7LYW1pJW1scXNgJlvPf97rmnYhi49xvuP/A0bC1t497Y7KLaubntUYdraj6JehqrtlXxs2wdnfv7zbR8iraUxZNnPrd3bOetnWZJ5Tc0NyJLMKW8nnb7Ts77fXZL7islq0ckKlfZy4ukE72y9E0mSuLH6amB6r0fygqJVJ8cHqStwEk2vXsq0WTGTiut5rvcJADrHpwvHNBXW0u8fIa2p6F4GK/SCsBaYdGa2F10y8/MWww7SWirjynAmk/G5L8iqbLVYdTam4hOMRUdmfec2FrxsAmK9rEeRZIpMxVxWegWKrLDOda59VfqCleAu7xnqXCVMxacu9lRnmBULJsnCv+65l0gixnf3PAhAkc3NRNhLMBYWAbEgZEkn63j/5rfM/KxpGtFUDIs+u3vYickuUhcEwzdUX06ZtYjewCBHx9vxn1cHpcDkZGtR7i1EV4uqajQV1HNN5S5qnRXUOs9lHF2YlXJyopfLqtbjT+W2DXE5mRQTesnAgycOEk0leLB9LwCKJLPO3cB4eEoExGuE2EO8xmiaxuf3f4mRyBgug5MmdyPRVIw/2fguJEkikU7wi85f0+nvZjg8wquqruHOxtteViuUp6a6KLUWz+qdl0yn+Ktn/pX9I8fmHF/jKKW1tPBiThEAq87Gyf5RHm0/MOc7g6Ln6ff9gAKL66LPSxBeydqmDjMQ6kMn6yk2lxJNhdns2YFZN51h0+VvZyI2xlR8ArfRw+6iy1FeBhk0LxkKD+I0uOZkCv2s49c81PcE6QsedmVJpqmgYmav8cWiSAphn8I3n3wg4/e/fNe/c1PT5Rd1ToLwSvd4//P8y/5vYtGb2Vbcii8e4M3rbuGSsi0APD2wn8f7X+DZoRcptnj4pyv+IqfCXqutLzAEmkalvQxFPrdi/lD3M/zni9/HF597H3zP9pvwJy9+UGzGxQ8OPEI4EZvz3Xu338lHLlkbba2EaS+fp4RXCEmSeE/rO3AaHRmrRBsUA29rfjNPDT5LIp3ghqqXX7punbOatDr7oe6Zwf0Zg2GAweA4Nc5SiqwOIurKroSYFDN6WU9aSzPujWUMhgFcJrsIhgVhFaxztlBrb8Cqs2W89zU6m/CYihgI99Hq2owiv7yyN8os5XMyYiajU/y+97GMxcRUTSWdVnDpi/AlV3Z7iUE2YFRMyMiQ0vGVJ38y77HrimpWdC6CIMx1TeUllFgKaS5oQMmQYn115S42Fq7DqOh5z4Y3UWK9+IsN+ahxlDMZ9c0KhtOqyreP/jJjMAzwQn8HdoOF+kIniRWsJzHd3s+Mgg4kje+98HjGYBig1jW3loawukRAvAZV2MoWPSbXwltriVExwAXPqOtctewo2ciLo21zjk9paZ7uP0yNo5RdlbWEUytTAMKKm/967NcAVLuKGQ/75z02GA+TSCcxKNmleQqCsDyMinHRCsZuY8GaaquUC0mSsOgssz4rMLnZVryJtomTJNTknHM6fL0AbCtex3hsZYJit97Dv//2NwRjUQqsdoy6hbcATYS81BWIhz5BuJgUSWaDZ92CxxSYXPzV7g9cpBktP4/ZNetnRZZ5df1V/Kr9YXzxuQW0Toz3ArDecwMJViYgtihWnunooG20e3proLOIQHz+at9T0fmfL4XVsTbK9wqveOW2kkWP6QuM8Fj3cXong7gNs99q6iUTeim/fYJPd5wLxs/4xogm4/MeG03F2dd/NK/rCYIgZENDo9pemTEYPt/R8W7iCYkKy+wCjladlWLz3O4HuRiZCBGMTa9cT4WDDPsXTkF8qP3ZvK4nCIKQjbSqsqmoKWMwfL4fHH2UQ/3DJOIXvFDVZCTVRD4bSBWMtI12A5BS0/R6RxY8/um+zNmHwuoRK8TCqjo11c0Dp5/gheEjjEUW3+PhjQXxxoJIksTW0hq8iUk0TaNtYgCAMmsRRVYbCTU0k16oadP73bzRNCk1jceqgwyphy6LLae5P3r6ea6sffkUNBME4eVlMjrFM0N7eWrwOUJZ9BZNa2nGY16ik3FaPfUMRabvi+W2MkYjIzQ6G9A0jYHwIPH09As/CQkNjSbXeiKpMOFkhKm4d87YFmNu1b0fOPE0f3Pj+3M6RxAEIVvRVIxHep7lh8fvI5LKnJp8oW7fEN2+If5o4/Wk5BCqliaW0PNQ9wu0euopt3uwmUAlgSRJZ9trSmgpM3uHOri0Yj2Sbm6RVznHnYuHho/jjwVxmhburiBcPCIgFlbVD0/8hj0DL2bcG7eQExO9hBMxNpQWoUg60mqaYDKMLx7g5NR0WnahuQAJGAqN4jQ68Mb9VNvL0TR5zt5DRVLomcitfcmDHc/wiSvfjc2YW5ssQRCEbOwfO8yvT/8u5/tjKBlh30gbLZ4qgskgaTWFhsbo2QrcZp2RQlMBOllHKBlCJ+sYigwiIxNPZ16FPjMxkdMcjo90cXDgJNsrW3I6TxAEIRu9vkH+Ze+3cr4/Avyk7XHes+0m/KlJEqnp6tQnJrs5MTmd8mzTWygwO/HHQiTUJIl0kng6wXwle6KJ7NtcAaQ1lfvbH+ftW96Q89yFlSFSpoVVFUnGlnQzg+kUaqtcwEgoSjA5e/Uknk4wGBphIDSCioY3Pr1fo9jizliIxyAbGAnmVrBrKurnqy/8eElzFwRBWEwsFV/y/RFAwcR61zom47Ozb9JamkAywFR8ioSaIJKKAOA2ukmkM++xOz2We7/jT9z3JVRVzX3igiAIi4ikonndH5/v7yAWM3JwtGPW5yk1jS8epNs3wGTMRzARJp5O4DTakeRUxrH80cUzeC70vwd+KvYSryEiIBZWVSSZX3/h/sAU3f7+rI8PJTJfL6WlcJpyX+n9/qFfc3oq++sLgiBkK5rK7/6Y1lRGIsOoWnZBaSwdQzdPi6oyZ+5Fyg70H+cnh36f83mCIAiLCef5/OiNhjg40ol/nurUF/LHg6Bl7lpgM+beaz2YCPNfe3+Q83nCyhABsbCqInk88F1avokO/+mczjm/If35kmpy3gfBhaTUNJ977GuIdt6CICy3aJb74jJpKWgAObcMnHAqjJyhVQuA07K0rSGfffCrTEXEKoggCMsrn4DYprcQTIUZj+aWGahqmXOmDbql7UC99+QjHB05taRzheUlAmJhVe0s3bTkc1VyT8Xzx0PIzG2V5NQXEIhHshpDd0Ff0xf6D/PDw/fnPBdBEISFbPQ0L/lc5xJrGxSY3HM+s+lsHB/ozer8C++PY6Ep/vw3/yJeGgqCsKw2FDZi0Z/rLiKRfWUrt8lBfJ7tIQuJJOamTMvIdGS5pURCmvXSUUPjrx//CpHk0l9+CstD0sTfUsIqUjWV0fAE/7zvm3T7zuBPZNdjuNTqIcnS9h9fWrYZnZIiqZ27Adl1Dg529/FM97lWSu/Y+npKbIU82PkMHouLCkcJt6y/mhJbIT86cj/fPXjvzLEmnZFfv/2r1BdU5TwfQRCE+XhjPh7ofZQDo4fxxn1Zn7ezdD3hVO772kotZfjifsaj5/oZG2QDE2NJvvfswzOfvablKi6r2cJTp6fbh7jMdt64+UbqPBV0jPdx948/PWvcb9/199y59eac5yMIgjCfYCLMo73P8qPj9zMWmSKtZVfcanNxEyemunK+XoWtmJ3l9WhydFY9GqPm5BvP/3bm53UFNdzUeCWDgVHO+IdwmhxcXbOTlsIGTDojd/3iY7MC8rs23MKnr3759ob+QyBWiIVVJUsyD59+luMTnVkHwwCj4SkqbKUUZljNWMzhsXYUaTq9xSYV0DMY4Jf7X5gVDHssLh49/Tw/P/Z73rPjjTiMNk6MdXH3Lz/FbT/6MHdtvoUdFRtmjo+l4nzywX8lpeZWaVAQBGEhvYEBTk515RQMA1h1Dmz63FrJAYxEhnEaHAA49E4OtA3x+Iuds4JhWZIZ8o/xxce+xc3NV7Ctopk+7xB/+qvPc9l/vA2TzsgHLn/zrHH/4r5/Zcg/lvN8BEEQ5hOIhXjy9H6Gw+NZB8MABlmPTW/Bbsgtk2YwNMZ4OIKEgiIpdAxM0TEwxbeef2D2+Iqer+37ETaDhVvXX8dEeIpvvvhz3vLLj/Ob9sf4++s/OmtF+2fHf8ezZw7mNBdheYkVYmFVHRk9xYd+//fYrWYi6flTRgyynkZXDTpZIa2qIMHx8U4sOjMmc24N4MqsRVQ7HcjoUVMGeianb6TJZIp9PcdIZ1GA5rLqrfznrX/Nu3/1adpGO9lQ3EhaU3nX9tu5Y8ONOc1HEAQhk0AixMee/DtKLG6GIsPzHqeXdbiMThTJhFmnR9VgNOLltG+AO9ZfQiCZ2x7edBqSagqLzsmEP0RcTZGIp/jdwefwRhYvQFNi9/DCR3/M3z74VX5w4H4qnSU0FFZR76nkP27/q5zmIgiCkImqqbz7V59GViQ6wj3zHmdQ9CTSSZrd9ciyTDKdwqQzcHD4BLsqN9I22ZnTdV+/7jIkOYGW1jHsDTMZCSBLEmd8w4yFJxc9X5ZkvnvbF+ma6uPzT/8PFr2JraUtTEZ8/ORNX87YCUVYeSIgFlaNpml84HefJaLGOBMenPWdy+hAliRMOiMFRhdTUT/+eJBoKobH7GY4dG6l4dKqjXQH+jJew26wEUyEKDQXEEyEiKcTWHVmpJSBbv/ArGNNOiNjo95F95VUu0s54x3htU3X8E83/TneWIAyexGapnF4+CTbyluX+CciCIJwzrfbfsqZ4AA9gZ5ZD0kmxYhBMQDgMhTgjQcJJWIMhEZpcFZy+rx72+saLiOqejOOb1SMJNNJTDoTaS1NPB2f/iJtZe/IsTnHR8Y0nu+a+/n5aj1lDPrGaS6u4+d3/xsApfZCFFlh/5k2dlS2IssiOU0QhPw81LGHHx69j4H4MAntXP90vazDbrCSUlPUOauIJGPEU3FOe/updVXQ6zv3vLneU8twdIxUhtVlvaybCaZdRgfemJ+UlmZ3ySYe69o75/htJS0cGGxbcM5Wgxm9rAc0vvLqv6bWVYlRZ8CiN9HrG8RptOM2O5b+hyIsmQiIhVWz58yL/O/Bn9Ifm12MwKq3gDrdkklDWzQN2aI3U+X2zPQanvUddoLxMP5ECE3TuKxqE4lUin1Dx+cc2+SuZ0/7/CkrRsVAPJ1gZ90GTLKRvT1H2VzWxF9e9V62lrcAEEvGMemN2fz6giAI8/LFA3z8qc8BCdQLaiU49YV0+gYAjaSauS/m+d7cfBVT8fE5n5tlF0fGOommEsTTCa6u3IZFb+D3PS/MOdaut/Lrp56f9xpmvZFoMs5tO69Fk1UePbwPp8nOF2/9OLdtehUA0WQMk84oVkAEQcjb677/AYwWPcOx2fe2LUXNHBk9BRpZ3R93V27i2GTHnM9bCho4MXwatOmK1s1FdTgsNk6NdOOPz93iV2IuZCg4mvEaLz0/thY3EkpHCEciBBNhPrDzj3jnltvQKzqS6em56pWlVawW8iMCYmHVfPfwPTw/dJjJhJdAMjyzOmHXW/FGAzmNVWEvwWkx4E+EKDQVoKUVJqN+Bue5OWXS6m7kqfYDGb9rLKrGbXcQTcUYCI5g1pmIBmP4YiEsehM/vutfaS1uzGnOgiAI8zk51cU3j/2YcMqPSTHjS/hmvpM0CwOh7O9tDoOV1zfuZiQ6jFVnJZaU8MZDdEz1ZrVFBKDA6OIXTzyd8btyVxGXNG0gkAwxHp0ikU7iTDvZe3p6teS/3/g3vH3n67KeryAIwkLiqQTXfPMdGJ16io0ehqLn7ocbPes5NHIi67EkJHZXbaLT14tO1lFtLScYD3N6sp9YKp7VGDpZwaW3M5ohZdpqMLOhZB3j0SnCySj+eJAtRc3s65+uW3Nb8w383bUfES8KV5nIWxJWzV0bbqF7qh85LWNMGzDKBtbb6qi1VmLTWXIaq8FdhqKk2FHcypHh0xwd68gpGHYa7TzXeRiY3t9x9bodXN24A+vZkv6apmGQ9QwERwBIpJP4YtNvCLdVtfCV/d/jG4d+RiKdzDi+IAhCLprdDbiMDsw6O754mGJzMbX2WqptNahZBrEvaXBW4LE42Fm8jecG2nlu6CgnJ7uzDoYBOrrO7WG+ZcuV3L7rOppKa2Y+U1Mag6HRmXtgPDn931c37+CxwWf56ye/nPXDpSAIwkKMOgPv3PYGlKjC0MQ462y1VFnKqNKXE48lyKUBSbG1gARxKp3F6FN6XjhzhOOjXTndrzZ41s0Ew63FjVxSvZkNZxdJUuk0qqoSSkTwx2fXYKhyljEYHuUjD/3DrFRu4eITAbGwasx6EzvLN9I1dYbB4ChmzczhkVM813+IRCJFvaOKIrObOlflguPUuyqYSo2goTESHabAlPv+i10VTbx64yUYFB27qjdwdKKdo5Pt6BUdellHicvD8VmFFzS2ljdR7S6jK9DH4bGT/N+RX/G+3/0NgQypNIIgCLmQJIldpVvoCwwSSIQYDXvpD47QNtlBMOlne3EzVp2Jy8s3LjrWtTWtqFqacCrIpsL1Oc/lsrItfOS623CarVQXlNId7eOkv4syVyEAO+pbaA92zzqnprgUk96AZEpzfKqLR3qe4+77/5KDI3O3qwiCIOTquoZLGfCPMh6e4sW+E0z4fBwcPMFzPYdpsNWgaRqtnsUz9+oKyxkIDTMcHqPGU5rzPMrshdgdRsx6ExIS/mSQw2OnsJmmK1hXu8o4NtlB4LxOKnE1gVExUGwv4Oh4O/uGj/Inv/sM97Y/kvP1heUhAmJhUbmuRmQrmU7y6oarZ5qU9weGZ8rmVzlLseutGIx6zMaF9+Q2FJTN/HMkFWFbRV1O8zDrjARSk4TlKa7fugFf+ly6tqfAiafAwYnJ2f3q0prKaHKSCmfxTBGutKZycuI0vzr1UE7XFwTh5UvTNFZi55GmadQ6qig2ewAIJkMzdRLKrSXYDSZubdxJsc2AY4HWIVdXbCOlndtHt6G4HL2c/R41vaxjc3E9RrPGV9/5Qa7bvH3mu6g+ys4NTXSG5lZ4bQ90c13rLsKp6MxnPb4Bvn/011lfWxCEl7+VeoaUgJsarwQgnk5wxjedxWLSGVAkmc2eJo6OtlPnnH9RpdDsYiI2NfNzZ7CHjSXZb3/TSQrrimvoDvTjKbRx3brdTESnixh2eHspcRVyJjy3Q8CpyW62lDcTTp67P/riAb724o9IikzDVSF2bgvzahvr5L72x3juzEEsBjMN7mo+csk7KLcX5z32E717+cre76FqKtWOMnr9s1NFTHojHZHph6xYOo5FbyKSzNyWSb5g38VUfJJra7bxZN+hRedxY+M2RqOjRM4+tMVSMepc5TOpL5NR37znRlMxTvpPz/n81x2P8sbmm3EYc+8BKgjCy8N4dJI9g/vYO3KQcDJCvbOGm2uupdWT+wrshXr8Z/j28Z9xYrKTK8t3MRa9cF+ahtWUIpjyAbDOXcmLo+0Zx8pUoOXtra/hJycfIrZIRf23t96CXkkTV8Mzn7UUV7F3aLrS9IXpf3N+j+iZOZ/tHTpC+2Q3TZ76Bc8VBOHlK5KI8su2h3mk8zlOjXfTVFjHa5uv4Y+2vjbvsSfCXv51z3e49/ij/NGWuePFUgl6QwNEUtPPjA7D/M9iGhoJdXYAarOacJkd+BapZbOtvJnx1DinAz1oZ3O0JxKTKJJCWksTSUaJnBfwXujI+Kk5nwXiIX7T+Thvar55wWsLy0+sEAvzOjx8gp+1/Y7+wAjtEz38rvMpuqYytzfKRTyV4G+e+Ar9gWEGg6O8ufU1GBT9rGNUSUU++3/PSCpGhauEZk8dRsUw08y8yOym0l6KJs2uIphUU0wkh2kqqF5wHttK1zMcGZ719lKSJIx6/QJnLW44NM4Lg4fzGkMQhLUtkAjx88776AsOMBGbYt/oIY5MZF/IZSHfOf5zjk92oKFRYSvFY3LN+r7aMTutr9bl4IbqHZRY3DP3xwKTg0p7MRuLaueMr0lxbm24esE5OAxW9Ep65kHvJfZFMnYWk9ZU7ut4PK8xBEFY2ww6A//85DfZ0/siE2Evz/Yd5N7jjy7LavEPD9/HPccfQUMjEAux/YJWl01FdcTPW2U9Pt7FlqJmSi0e0Kazb8yKkQKTk6bCOqKp2YstfcFBNpU3LDoPxSCR1tRZXQD8yeCc59lc3XPq4bzOF5ZGBMTCvHoybPD/xEP/nLHQQDyV4ODQ8YzfnZro5t+e+w4fevxz9PgHMOoMfO6aj8x8//SZ/Xzr1s/TUthAS2EDpbYiTo5002A7F9AOhEboiwxR4SrGabOxq2IjOqPCZMqLTjZknH+py47hbGpgvauCLSWNOI1WTGf7d5bYXBnPS0rhjJ/n4rddT+Y9hiAIa9dQaGTOZ/d1P8Spqa4MR8OxiZMkMqzITka9/Ob0gzw3/Az9oT40TeP9m9423X4OeKjvKT536V+wo3gTRWYPTe4GDo2dIhA999d3NB3FYIhzRVUDb2zezVtbr+bV9dvZXFKMSuZVYLtRoco2HViXWDzcWHMpellHkdkNwO7SjXOCYQCHxUCRpWCRP52FPdSzh3hq4dVpQRBevkaC43Oy+vYPHOPre3+W8fj9A8cyrsiG4hF+duT3/M3D/8HnHvsamqbxvl1vprV4OmB9oP0p/t+V7+EdW19PrauCHRUbOD3Zj0Oyo5wNcWKpOC8OH2coOEGFrQS7zsr6gjrGQlMcHemcc02ArkAvOys3AKBIMpdVb8ag6CmyTt8fy+xFs1KtX5LW0qz31Gb3hzSPLm8fpya6Fz9QWFYiZVqY44dHfkPbWCclNs+c7+LpBD9r+x0DgRES6SSfvfbDyJKMXtHxk7bfcmCoja+8+q+pc1cyGBjle4fv5cGuZ1hXXEtEifBnT/4DH9v2Lm6ov5y3jt1K51QvadIcmWznq6/5W14cbeOBrieJpeLE1LnB9XBkut9c29T5N7HMpepDySDXN2xFQmIqPolGmg1l5Tj00ze0gfDcdD6ApBbHabRl7DOXrRcGDzMQGKHSkXuBBkEQ1q5TU138tOPXXFVxacbvnxx4jk5fN4fHj/PRbe+bSdfrDw7xpRf/h/dseAvbizaRUJP8vvdxnuh/FtD4o9YbaZs6RDgVZL2zlXe1vpEj48eIpBLsG9vPx7e/h5HICPtGDlJqcyIBKS04q1VHLD39ABrh3Es9CWmegqsSr228lFgqjVGRSKhx3rP5tUiajC8ewWpQSGtze3hqmka5vYjxyNyHwWwF4iEe632eWxqvWfIYgiCsPeFElDf+8M/4+JV3Y1D0czpvPHDqKaqcpXzvxV/z6es/wLbyFgAMip5t/3kHf7zrTbx/95vRKzruaXuEbx/4FUOBMbZVttA22slIaIJ/vPGjfPb6D/Hvz3+PZDrFj47dz4cvfTu3tFzDUz370OlkQCLujxFJnwvKVU2lzz8EwIvD08X9FGn+dUFVl+Laxp0EUyF6w/1sqmogpaZoLqkjlA4xEpnb2x3ApMtvhRjgnvaH+XThB/IeR8ie6EMszBGIh/hp2wN87/C9hBKReY/77DUf5vaWG9k3eJR/e/47dE72LZgOc9W6nZw6u+f2PRveRJW1lM/t+2re872uaitnQvmncr/EqfPwTHcbqqZmXCHJ1js33caHd7592eYlCMLqi6cTtE918ZXD35yTane+qysu5YOb72YgOMwvOu9n/+jhBe8nl5dto6GgCIAScxnrHM18+9S38roHATQ6G9GYG9guVTqt8qVn7kGSIKWmlzzOluJmvvnazy/bvARBWBt6vYO8+UcfxxcNkFQz33tq3RU8/r7vMhnx8X8H7uEb+36+4P3EbXaQRiWailHnruS7b/onPvi7z3ImMLdgVS4KrW70uXX5XJRNczAYGJ2zNzkXZp2JB+76BjbDMk9OmJcIiIWMJiJejo2287knv4o3NjuNRZFk3th6MzvLN/HrU4/wXP/ixasAdlS2Mpgcm6kkvaN4I/3BIQyKgYEM6YfZanJVk5ZCeT84vsQomUCSiEcVDo3MLXqQrQKzi9/f9U3RbF0Q/sComsrBsWPc3/0wHb65qW07ijZzadl2OnzdPHLm6azGbHLXckXlRpLqdCqx21BAJB0hlkrS7stcMCsbBtlAjaMKVVt68Hq+tKoSS6qMBIL8tC2/vW6/vOO/qHaWLX6gIAgvK0917+PJ7v1898V753zXWtzAmze/hmgyxtee//GCCy8vsenN1Hgq6JjsBaDSWYpZZ6TA6qRtqiOv56zL6jfTG+xf8vkXKjYVIiHRNjy36GouPnPln/K6ddcv06yExYiAWFjQ1w/8lP/e/2MUSSZ9dvX3pvorebh7T85j6WSF5qo6Ri+omGo32DDrjIxFLqykujiTYqTRWUM4EabQamUqkTmFJReapqEknRwaOYma578e977pa1TYS/KekyAIa8/xyXY+v+8ryJI8kx2zo3gzRydOzLsyspB3b3wDKW1uVdJUGroCmfcmL0TTNCyKg17/GBsLG7EZdXOq8i/F6bEp7jn5ZF4rIAB/e+WHuXXdtXnPRxCEtSeajLHlK7ehaurM82NTYR3j4Smmov6cx9tdtZlDI3MLF15avZk2b+a9wIupcpRht5jxWFz0RwZn2mjmo8pSQd/U8IJdSrLxhvWv4q+v+GDe8xGyI4pqCQt6x5Y38O5tb6TeXQXAna2v5pkzB5Y0VkpNY1JNFJs9KJIy87nDYM2pLyZM74vb4F5HkbGAQ6Mn6PD28dzACTyG/INPCQmLwZh3MAwsy81VEIS1qbVgPW9rfiObC6f3we0q2cKZ4OCSgmGAR/v2YpCN6KRz90ODbFjS6odBcpBMGnhhuI2RyBiPnnmOkeDCbUSy5TSb8w6GAZLLMIYgCGuTWW/iG3f8Pbe2XAdAS1E9TpNtScEwwL7+o9S6Kii2nivqZ1D0sIT748aSdeyu2sxUykePf5ADw8exSfaZKv358Cf9GQvM5urC/dfCyhJFtYQFWfRmPnrJO9lYtI7JqI//2f+TBffNLeZAfxsAO+o3cCY0XdxAJylMxnK7Qba6Gzk8dnLO55HkMuyVk+b2Nl4qp9G+LOMIgrD2SJLErXU30OxuYFvhJp4YfJbxOT2Ds9cfHOHbx+7nbS23IJ99Xa1qGr6472xxrOxe0plkB3uHj835/LS/nzK7I+9tHHpFWfygLIj7oyD8Ybu2YTcNnio2la7j5Fg3v8pzm0XneB9by5sZC08X9Uukk6S0NDLSrPZHCym2ehiJjhMOzM7GOe3rp8pdTDC59IKqAJFUdFkWVMT98eISK8TCoiRJ4oaGy3mo6xm8OQau846ZPPdA1hccQi8rWb2Z0zSNFncDR8Yy7+09OtY50794tdW7qigwOVd7GoIgrLBGVx1TcS+9geXZh/bEeVk4KS1JodlFoakwq3NNso228cx718ajkySWYSvxcuy0chrtNLpr8p+MIAhrWpWrjBJbIb9vz66ewmKOj3RR6TiXDXjgTBstBYv3DYbpYNhjcxJOzt2aAlBiKsp7fhqQzqPgIIBe1rGlpDnvuQjZWxuRg/CykE3hg2ydnpjd8sgbD7DOtfDDUamlEJfewdGx9nlXStJaGpsu/7dq+a4Pbyxaz3du/YIoqCUIrxD5ZM5caCg8hlE2zfysoVFhK1/wHJ1kIBSDvcPHCafmv1fHksuThmdQlt5apMDs4luv/UdRUEsQXjG0OX2Jlyqppii2zm4L6ossvKprUgxcUrWZiBalNzA4/9jp/LMMHXobRdal92pXJJkvXPvnvKr2srznImRPBMRCVk6On6ZzavlaG+kypNyZdMYFz7HrbExEvYuPLeVXpt6lK+LJ3oNLPv+m+iv52s1/i0VvzmsegiC8PIQSYQ6Oz01RzseFL/0W28YhayZO+xe/Rw+HJ/KaVySW4ifHnljy/rZmTz3fee0XqHEuHOALgvCHQdVU7j3+2PKOecH9ccA3glGe/yVdmaOYoxPtM11O5tPjG8hrXkbZgJqQGQyOLun8ApOTr978t1xTszuveQi5E3uIhUU90PEk//rctxfsMbwUJsVILH2u8EBfYJBNnvWEk1GMioFEOsnpwPRKcpWtjKmYb9ExXUYHmpTfCkgktvTzb6i9nH+4+qMLrgz7YwGQJJxGO5qmIUkSaU1dsEG8IAhrU6e3m28f/wkT0allHVe64H11JBVik2cjgViQ0agXNImo6kOSJPSSkano4gWzdLKO0gtWVnI1GYkuuShOlb2Ur7/m7zHrTfMeE0vFiKaiuE3umfujqqnI4v4oCC87UxE/f/7bL/JUz/5lHffC56VwMkqrvQFNBoNBQa/Tc3y0i1gqjkHRU2QrYCS2eBeSelcVvZEzix43H4vOQsfo0haPDIqe/37N31Hvqpr3GFVTGQyOUmEvQZZkNE1DRUNGEhmJeRIBsTAvVVM5OtrO3z/1VWKp5amW7DDZsButGHUGSmwezgSHWOeqpTc4QCyd4NhkB60FjRwZPUWh2c0G9zrSaprRyGRWbZk2FNUymVh6o3azYkVmaamAbpODT172vow3pQ5vD1859C3i6QSJdIIis4eJqJfmggYqbKUEEiFSapJtxZtoKWig0OwRAbIgrGGqpuKPB/nvo99lJJJ/uzcAs2Kk0l5KPJ0gkkyiKKBgQpJSSJJEUo3hMtm5r3t6L97Oko0k02kmEkF6A4uvbGzyNOEyL5yJsxBN03CYdVj0piWlP/7tVR/OGAyHkiG+f+oHRFIR4uk4dr2dUCpEkamIEnMxmgTRVJQqWxWNzgY8Jg+6HDsTCIJw8aiaSkpN88nf/+uyBcM6WaHEXkg8lSCtptHLOtYX1RJJxAjEQ+wfmC7aWldeQSgVZlPpOuSzLUOPTSzey73UWphXMAzgMbqpcabo8w/lfO77t70lYzCcVtN8cf/Xaff2EE3F0cs6JEnCqjezzlWDVW/BG/NTZi3msvJtVNvLsYoMxZyJv1GEjA4Nn+BzT36V/sAIqfNaiBRZCygwOUmqKQLxEBORxVOYX3Jp7RZOR86QOPufEslDta2cw6Mn0ckKelmHy+RAVadXoiei3qxSpF8iSxLBVPbHZ+IwuBnwL+3h9u7Nt+MyZd6//L9Hf8BweGzm51Byeo/f/tEj7B89MvP504P7gOmVnJaCRt7efDvr3fVLmo8gCCtjKubjPw9/i97AAPHzslwsOjMVtlLGo1PY9Vb6Q9k/FG0oaGRX+bqZlD6jrGMiGuN3PQ+gl3Uk1RR3t76O+Hl73A6MtuU075I89rUBGGQTE/EzLKWm1nU1l8xbJOaJgScZDJ/b1xc5uwc6nAzTG+yd+fzY5HRauoREsaWYa8qvZrNns1gZEYQ1JK2m+YsH/pmnew7gPS9zxaDoaSluoGdqgEZPNUdH2kllWXzKZrBQaHczGJhORW4b6+KS2k30R4dJGBJIOo3Li7fiiwQJatP7idsmc+tNXGEv4XSoJ6dzzmfX2+iY7KXQlPt9tsJewh3NN2X87unBAzwxsDfjd93+2YUcf9x+PwBF5gJeW3ctb15/S171Hl5JREAszDESGucDv/3sTB81k87AH2+/k0sqtrCldPqB5p6TD/O/+3+a9Zh2o5XR5Lm9ay6jA18kwHB4OvhMqWlSahpDwsCxUMeS5q1qGjbFTVTyE03nVgBM0zRKLeWcmOzGIBmwG6wEE+Gsz1ckmZ+f+D2KJHNH003oz7sBDYZG6Mmx+mxKTXFs4hR/teeLvHHda3lL0+tEyqAgrAEpNcW/HPgafcHpFVkJiVdVXcmmwhZ2l24DoN17mu+e+FlO415WsZG4eu6+ddo3zLND07UMXupr/EDPs3mlZg+HJ6lRitAtoWuSTtIzHBlFQ6XcXsRpb273tMOjJ/nKvu/xrs13zHpxqGoqbVO5BfYaGqORUX7e9QuOTx3njvo7MOnmT8MWBOHi0DSNzzz8n/zmxOMzn11Zu4Ob11/B27a+DkmSmIr4+dj9X8g6GAbYVLaeA0Pn7hO7azbScV7wKkkS/fFhUnKa1BILY01EvFRZyzkTGsz5JZtVZ8Gu2OlPjFFtz70+wmTUxxee/R/et/Uual0Vs757ap5geCHj0Sm+e+Ienh7cz2cu+RBVdlHAcDEiIBZmCcbDfOR3/zArGH7w7d/BbXbMOq7A7GI0i+IsBkXPzvqN9IeGZ1ZFAVxGO52Tc/dZ+BPBvOb/3OBRHAYrNc5y7AYzU4nhmZLRZsVMWjXgMtoZi81OL3QZXRwdP01STRElRmtxPXsHsi+Sk9ZUhkJj/Nve/yMQD/O+bW8+N6ehAwucuTAVjV90/paxyAQf3nq3SBMUhFX29WM/mAmGAT6188NsLmqddUyFtTTrFkxvbb4Fk16eFQzrJB0nJ+e2Tsp3n/KR8RMcm5BZ76rHabRRZnciv/Tcp0Fam05NthkuTLeTGYmM409M71neWVWbc0DsjQX48fH76fL28dWb/3bm875gH6E8+n4enzrBVMzLu1ruxqa3LXkcQRDy95MjD/CTIw/M/PyRy9/On1/1rlnHFFicjIay69e+s2oj3qh/VjAMENfmbuM7vybNUvQFhiAA69w1WPVmImqEsdi559xGRx2nxnvQGZjVikTSwGPwcHRsOi2709uHw2AjkMj+vhZLxXmk5zn2Dh3l/jv/d2ZryUR0KueV7vN1+/v56JOf55+u/ARN7rolj/NKIJ6uhVme6HmBjsledldsxh8P0lrYOCcYBjg1T5/L811au5XR5Did/t4539n01uWYbkaBRJhj49M3kEsq1uNPTqdRW3RujoyfYktREwB6WY/HON3LbiA4NrMKA9AfHcJhtBGI5/6g9puOxyizF2E3mRmLTPLj9t/k+yvx1OALRFJRPrHj/SL9RRBWyUBwmBeGD1JsLqTGUclgaHhOMAxkFQxvL25le0kjcTVG8oJ6hYpkYCq+PD3fL6RqKqe8XQBcp78U99k9xXrZyGlfOy6DG6tmQkJCkQ3ISPgTAfwJ38wYki7B5uJ1HB3L/UFt39BRftx2P60lVSDBvad/nffvNBwZ5pvHv8W7W96Fy+jKezxBEHIXSUT5+t6fYdQZuGPDjfzi2IPcveO2OceNBCcYDy/8cs9lclDhKubIyKk531kNFgajI8s17Tk6vdOLNZuK1s985jY4eXHoBABllgKiqSjV9ip0koKqahwaPTlzbFxNsLmwiReHj+d87UA8xL/t/T+urNmGSWfiPw9/H1988YKJC46ZCPH/nv4i/3D5x9lSJHobz0cExMIsdqOVB9/+bQotLqKpOC8MHM543DpP7aJjqUqaUCRz6vJkzMuW4maOT3TmlDaTLUVS2FrSRDQ9veJcaq7kxbM3rKPjHbR6Gjg11U2PlvktZVJNUu0so20JD3zjkSkeP/MsPeE+DLJh6b/EBfaPHuFfX/w6f7nzgyjyEnIeBUHISyAR5B+v+BRllmL0ip7H+/fMVEI+X7GlEKNinLW/+ELr3dXE1cyFqVJagjetu4kHup8mml6+/sbnay1Yh1U/HQzrJCOd/ukg2ZfwYtaZ8CX8RBfoZ1ztLlpSQAzweP8ejof06GU9KS3/vp8AE7EJvn3iO7x/45+IlWJBWAW+WJDP3/QxNpetx2myc1XdjozFQQssToptnln7iy9U6SyhfTLzft5wIsJm03qCWojRWH5t5ObT4KrGoJsOkYyKAV8kPNMKT1b12BUjR0bmL9Tljy892/Gh7mfYP3WElJomnl6egraRVIxPP/tvfOmqv6TV07gsY/6hkTRtKeUxhD9E3mgg42rwfD724Bd4oueFeb+/unEnJwMLryQ7DXZSqRS+PG4emWwpXk8cLzadHW8sjj8ezDmdpsRUhFWx0O8bZSg0tvgJgFVvxm12UOYuYCi8Mm8wb665hg9sfvuKjC0IQmYvPZgYlexecv2251F+dOpX835/Rfk26t1FC44hI9PlHWX/6NHsJ5oFt9HJtdVbAPDHQ8TSMcKp7GsmAKDqiMYkuqdGOZZlYGzSGXAYrdywbgvj8ZW5P1ZYK3hv6x9jyPJ/J0EQloc36sdtdmZ17KGhk9zxg4/M+71VbyZJak4/9gtdUb9t1l7i5VJXUIY34afOWsNgcCyrLifn00s61rlrATgyOneVez4Oo5WWkkbafafn9FpeDg6Djf+67m+psJUs+9gvd6JKjzAjl2AY4AM730K1c/7iAWlp8ZVfo2Kg1LbwQ+FSDATHsCp2zDozo5GJJe0tGY2N0x3uo9jpZl1BLSbdwu1KrqnfTkmBA82QWLFgGOChvqc4Prm0wmOCICyNUTFkHQwD3FR9Detc81eIL7YsXolURaUgx/tyNiKpGNGkhk7SLy0YBpBTmC1JNpSXsL20Bbdp4Xm+vuVyXtOymS3VJSsWDAMMhgd5buS5FRtfEITMsg2GAbaVt/DWrbein6cuSpmzaNFgGEDTwGVY3nukhITHWIBe1hNJxnIOhgGSWooTU12cnOpiS0kzpdbCBY9vKW6guawejHDS17UiwTBMp09/7fAPV2TslzsREAtLdnyskzPn9VpzmGy0lNRzRf12Ntc20ZFh7/CFis0eTk12L/vcJqM+OifHSKTyTy0ejAwTloIUmt1YdCZKbJ6Z70w6Ix6LC4OiZyw2sWzpLYt5fvjFi3IdQRCWZjg8SvcF98CtRc3cWHM57910Gzbj4vcmo2zhod49yz63eDrOo33PMRLyE04uIRg+n5ykscxOS9F0wZYmT/XMV0ZFT4V9+oWnzagnlFp68axctE3mvndPEISLxxcN8FzfoVm1Wxo8VWwpa2ZX9SbGFtljDGDWm+gIdeNL5LfH9kIaGgdHTlBtrmQ4mF+PeQ04MdVF2dn7YLmjeFYaeamtEAkJh8nGUHg0r2tl68BY26wit8I0sYdYWJJYKs6Xnv32rM+2VjVz0n+aiVB2vYB1krKkolUvcehtBJIh3AYnBQYXPaEzs96q1buq6AkMZtzjlwsZmWZnA2nSFKfseGN+dnma0ct6AokgwUQYl91DIM8K2bk4Mn5y8YMEQVg13z3xc9LauWpZV1XsoNY1/TLt/IrSC/HFlx6s6jGQ0pIokoIWNmO2SYS0cw+O1Y5KhmP9lJiLCKXyvHclrVS7LdR6rmY8Psa2qivRzv7HG59ih1LJePziPOzBdJGtSDKCRW+5aNcUBCF739r/S3q953qPO402BoKjqJq6wFmzNRXVMphaWraJQdEjSzLxVIItJc1omsaRsXOpzSbFyN6Bo2wpaeL4VNeSrvGSDZ51GA0GLqnZTIevl+ayelJaCrNiojvQT5mnkFO+xQvVLhdVUzk6forLy7dftGu+HIiAWFiStrFOoqnZxV6SORZHqbKX0THZu6TrNzirOTl6mk3FTXRM9jDkH2NraTORVJT+s+nKKhp2g4VInqsSKiqSAl3ecyvZF77JW2rfu6WKpqIX9XqCIGQvkU7SecEDTqnVM8/RmSmSwuNnnl3S9c1Y2Heqi4bCKob9YwwGxrh+/S5sVgchgoCGUdGT0KJE0/nfS9xWPd2BMzM/T8ZnF7pZjmvkKpaOiYBYENao5/oOzfq5zFHEaV9urdxkgwRLePQyKgZqXOUzwXfbZAc1jnLKrEUE4iHCqShWgwV/NERcTeZ+gQucmurGajHNrIb3h4Znfb8aq7XhpHiGvJBImRaWZEtJM5WOUgAUSebqdTvpCsztKzwfRVIIxEKUWgszViFcjFEykNZUDo+eJHI2MO+eGqBjoo/NhU1UO8s55T3NYGiMRmdtzuNfSNVU6p3Vix94kehk0XpJENYqg6LnktJzb99fU3clZn1uWSpj4RA6SaHYvPhe4wvpNSPeaIAD/ccZDEwXBDzQd5LfH9pPCWVsKmogRQgNDbfRQ/61NWXqHLV5jrG8RM92QVi7bt9ww8w/txY3EMmxmv7u6s0MRkYpNOZ+fzQqBgZDo/QGBukNTK9S9weHiagxGgqqKTF7CMemA8Z0WkUn5bf1zmGysd5Vh0lZuA7NxaRXxP3xQiIgFpZEr+j49FUf4O+v+yjbSlvZ232Udc6arM9XNZVSWxG+ZJAKe2nO1+8LDbKuoHbWZy81QU8kkwxHxtDQSGtpjk+dZp2rHrNiyvk6L2mb7EBmLbU6EsXhBWEte9O61/Hu1rt4VdVVPNa3j2gyt39nbQYLr224jN1lm3O+dhAf163fNeuzQHw6AN7Xe4pQ0k9amy562BPowaKzY9MtvVWRP+kloYoVB0EQsvPmza/hL699H5+69n10ewew6Mw5nZ9Kp/Dgxqzm/lwXSISod1TN+kzVNMLJCKe8pwknYzNtkzqmerDprKxzZf98eyFv1M+BwTZsImNlTRMBsbBkjQXV/P1TX+PAcBvxdAJFUrDrrfNWDTyfhsZEbIqWggaGQrnvLSs0FdAfGM74XSgRmbPi0TbZCZKS12pxb2CQhhyC/pU0GpnIu1m7IAgrp8xazIN9T/BY/zMk1AThZAwJCZ2UXXaHzaBHkQw8M3Ag52sbJROnxwYyfjcZ9oE2+6/+segYY9FJikwlS37XFkvFaHQ2LO3kFdAfyvz7C4Kw+ow6Az2T/XzxyW8SS8YJnq2XUGhxZ3V++1gPiXSSpC73QqaKJKOSea+yqml4LqiWPR6Z4sT4aVrdDVj1uQXu53Pk8dJxuZ2cvHh7ll8uREAsLNlU1E/qvAqB3aP9WNLmWVUDM/GYXDQ56xjwj3Jo5AQpdfH2TBfSyQqxVOZWSp1TfVRZy9BJCgoyhrPpxb54gONTp6m94M1gtiKpKPIS0rtXil8ExIKwZiXTSQLn9Vd/ZuBFjo2fWfQeIiERTWr8/NSjfP/E/fgTuddASGop+n2Zi82EEhGCPglV00CV0FQJTZvOpukO9FBkXmJ/Sgni6bVTuTR0EYscCoKQu5HQuVoDg/5Rap2VlNoXbk8E0+nSJcUe/EqAkejEosdfKK2pC+6htZmmV3LNOiPm89ptHhlrp9i09C0mx8e7cBuXv43eUnjF8+McIolcWLLfdjwx6+dB/xgljiKkuLRg/7hSSxGHR3OvklxlL8NjdpFUU6TTaVoKGzAoes74h/DGZv/LHYnG8CgFdHv7MekMlNtLGEmOIUkSvngQRVJmUgZzsVYC4ipbGTWOytWehiAI8zg4fozwecXvgskwU1HfovcdvWTmvtP353w9m95Kg7MKFY2R0ATNxXWUuzz0e8foGJ9d3+HhE/vZXbOBJ7texKw3YjNYeM2OzaCk6AueocjsIbyEYoQmnTXnc1bKpsJNqz0FQRDmMRaa5Jme2e0jOyd6qStc+LnGY3HRHe1bUueQzUVNgEQgHsRltOM02kmqSTq8vbOOa/f2sLtyEyempldRS6weXHoH7RM9dEz1sqWkaea7XFTYi5mK+3M+byVcW7l7taew5qyNp3vhZanHOzcl7WD/cZqd9QuedyY4xDp37ZzPXUbHggFngcnJcW8nHf4eTofOMJgYoSfaT42rgiJLAdvLWpHP3iR7/YN0TvWS1tKEk1EiyejMDXQ0Msl618JzzGRLUTPt3rWRZlJgcq32FARBWMBwhp6SfcFhuqYWbhOS1KK8rv66OZ9bdGYMsmHe85wGO4HUBOH0FHazzCUbK6iqNLG9pgGTzsir1u+myDqdjhhKRHi8cz+qphJORBkNTfJSrnRaSyMtoV6Cy1DAaf/y95RfCp2kw6wsPbVREISV1eMdzLhwMhHwLlhodTLio8ZYMWeVVi/rcBjmT0nWyQqnxrt5caiNzsk+9g+0cWCgjUAkhMNgo8ldT5W9bOb4Y5MdpLU0aS1NIBFCf14h0z7fEGZdbnuXPWYXSfnidiNZSKE5u9T0VxKxQiwsSTgR4cXh4xm/G/ZNoFd086ZOB5Nh4mqCbSWtHBo9AcCW4hZOTHWyuaiJtvEOUuetohSa3VTaS+kPjWTsKTySGCemxJhIetlQtI6pqB9JknAa7aSVNDbFQjQdIxg5t+LRHRhA0kDL8iXj5sImOtZIMAxwSdm21Z6CIAgLODjWlvHzoxPtNHkqSKiZt3xoaFgMMm9vuZWftz9EQk3S4KxFr0thUqycmOgmcV4rEIOsp9FVC3KcWGru6rPJluauq3ajoSFJ6zgx3IPVYMGo07NzXQ3+QAqrSQ/KufkMR4Yps5Rk3Z+4wFhIX6A/px6iK6m1oDWv3vOCIKysx7teyPh5MBFmW0ULbWOd85774sAJGj3VSGbwJQIUmt1IqkQwHsZhsBJIzO7f3uppJJqM0Z1hEafXN4TFYOKw/yS7KjaBnennTMAgGTDqDGgaHBk516PYFw+yrbRlujZNFqodZSTl1Jqp+1JqKaQhjyJhf6hEQCwsyUOn98y7h7fE4WEwllxwL3EinaRtqoN6dxUOg412bw9I0DbVQZOnnlQ6xUBohHpXFZIkc9w7fePJ9JATSU2v/voSAXwEkAA0Zu3fO5/L6MCiMzCZS29MTSO9Rh72ZEnm6opLVnsagiDMYzA0Qqcv82rplqJmYPFgLalFeUvzTUiSzIGRI0TVOAk1zobCdQyHJtDQMCoGCkwOAqkJSM8zrKwiMb03ubLCSEVZMwDTizAJnB6Ac/dyCYlqeyWTsYmsg8p4Kk5Czb24zUrZVrR1tacgCMI8Umqae48/mvG7CmcJ8fTi95KuyTN4LC6cJhtWyUJXaHpbSLW5jIQuRa2jguHwOLWOCk6MdxFJZm7rpKERTkw/C+4fPIYsyYu+2NtetoHjE9kFwzC9V7rElXt7qJVyfdVlS2p3+odO/IkIOQsnInzjwM/m/d6b8mfdaLw/NEy3v5+UNh08S5LESGSC8fgULrOD7kA/J71dOc1PkxZe+fXFA7hNzvkPuMBGTwNTyRHWudZGH+Jb616FVZTvF4Q1SdM0ftJ+77zfN7gqSKjZ9dyMqzEmol6i57U0CiQnKbRY8ZjNWAzSdDCcA0l+KRjOTENDRsk6GLYoFpDSbPS05jSPlVJjr6bekfuWGEEQLo7v7P8V4+GpjN9VOIrpnOzL+N2FJiM+SuyFdPnPHX8mMIxL76Bzsg+9puPAUNu8wXAm2WS5eCP+nGrQbK2op9axxGKFy8xhsPH6hutXexprkgiIhZwk0km+uOcbDIfGM35vVAzo5Oz3nxWbPVQ7ymZ9FkgGCSbDjEUnZ6UGLqdsbnrVjlIuL9+AwzgdfIZSPkqti1dAXGk31Vy92lMQBCEDTdN45MxTvDh2dFnGUyQddoMVRTp3T9VQiaRDxNTovGnXecsiGFYkhQprBQWmAlJaiqn4OE3udSsznxxsL9qBLovWf4IgXHwHB0/w5T3fnff7XOo3S0xXy3cY7LM+7w8ME0vFGQ5nfk7NlyJn98Lw2rrt7CpvxRv30Rfs57KyjSsyn1xcVraNQvPaWa1eS8TfGkJWNG26cumHHvgcp71n5j3OYjAzFB7LakwZCVmSptOlL6JNnvW0e7sWvaGpqsqZUP/Mz2ktTY29iEpbMQfO7n1eDa41UrZfEIRpmqaRVJN87cj/sW/08ILH6mRIZ7n7Ip5KcWhieYLrbHlMHryxxVed01qaYCJA/Lyg3CDr2Fy4gaMTmetLXAw2/dqpdC0IwjRN0/jq8z/i35/53oJdSOQc9v7vrNpAe/Di1nYx60xEUtllQKpamtH48MzPgUSA3aXNHJ88QzjLLMrlJp4f5ycCYmFRkWSU9/z60/T6BommFk49sRktxMguPaW5oIETU7mlQ+fLojMjy/KiwXCh2U2zp4ZT3vZZn/cFz2DRmWlwVnHa3z/P2StHQsq5uqEgCCtH0zS+fuwH7Bs9tOj9Ecg61c6kmHl+7MXFD1xmNp2VyXhkwXukTtLT7F5PT2D2PunJ+ASKpNBa0MyJqVPznL2yzDpRXVoQ1pKfHfk9//j4/xBMLB4EptTsU5EnEt58prUk5fZifFn0ON9S0oQ/MbuI1lh0AqKwqbCOF+YpSrvS7AbxwnA+ImVaWJAvFuC99/0NJydOZ/WwF4xn37syl9Tq5bKtuIlTUwsXQ7i0bAOVdjtngj3oM6TeRVJRCsyr85at0la6ZnohC8IrnaqpfKPthzw1+HxW90dgVvrzQmRJQbnI98g6ey3+5NSCwXCNrZrNha2ktDglltI536e1NPIqFnguMhWt3sUFQZjlBwd/w2ce/o+sgmHI/rmwzF6Uzc6OZWXVW1ClNIEFAuJCi5sdFS30hftxGzO3NpqMTeIyzt8iaiVV28sWP+gVSqwQC7PEUnGe7z/ED4/eR0pNMRX1c8Y/vPiJZ6VVlUKDDX9i4cDYoOjxzlMFeiVYdCaKLS4SmpfNhY0cnZi7Mm1WjOwub2YgNJ0SLiFR66ii0zc3pXsoPMCGwhqOT2RX/GG5tHrWX9TrCYJwjqqp9AeH+NGpewglw+hlHR3zVJOeX3YvtEKJCPH0Cu0RvoCMhFVvo8peRiVlHJ44kvG4TQUbSWkJIqnptiZuo4vB8OCc47zxKda76vDFQ4xFV2YfXyYl5hIsouCgIKyaYDzMJx74F0ZCEziNNp7pzS3LJdsX/hXO4unK0hcpKLYbrGwpX09cjTMQnNtjHmBz8XrCaojTZ4t8TUR9yEioF6SI++IBiixO6p2VHBy7eJk0EhKbCpsu2vVebkRALMzynYO/4vtHfp31aseFgvEwWy0tiwbEiXQSbQXaGK13V1FitfPMwLk9vibFwO6yehRJwZ/wYzfMTamTkIim45xf0kFDQ1Uz73VJqinS86T2VNtLsehMTEb9jMdmp/S4jQ6cRhu9gaGcfze9rGNnyeaczxMEYXm0Tbbz5YNfzytQHQhOUGRdPGjLZS9dtkyKiTJrMd5YAF/CN/P5FeWXAhppLYVOMiAhZdznp6Gisfh9W0MjlAoRTobnfGfT2yi1FJNIJzgTmt0X1CQbKbOW0BvsX3CfYSYSEq0FLTmdIwjC8vHHglz79Xfiiy19sWPQN4pRMSzaeimtqsseDCuSwrWNW5kKhTg0fG673O7KTUwmJ4mkIxhkA0UWN+OR2c92EhKhRBR/+lyatCzJ897FfHE/ZiXzKvEmTyMJNUm7d/aCiyIp1NhLGY16l7QHeVtxq0iZXoAIiAVgeh/cPScf5ntH7iGWyq+f5DMdB9ha18xgOPNbtJe4TU4GQiNLuoZJMZDW1Fm9juud5ShygqHwMFeUb+LZoWPTn7sqGIuOnT3PxPNDbTPn7CxpRqeoxNNxuqYmZvVrqrFX05FhdfglsXQcnayjxl6GRW/i5GQ3LZ46LHodQ+EhSmxO7EYrbpMJo2ImrSUZCg+hyAkUScmtbH9RKx/b9l6cRvviBwuCsOzaJk7x7bYf571q+2DvHt7Z+jo0aeFxLPr89sIaFeOsuSqSgtvoYCI2QYm5dCYgViSFeDoyE4COxsZn/rnSWkmJpYikmiCQCBFLJdApL41v4pR34dUNu8GOXtZTai1hMDREkbmQYouHYMqPSW+mhirK7efakQSTfjQ0qrSKOcHyQlwGF3e3vJNic3HW5wiCsHw6J/r4+8f+O69gGOCMf5gdFRs4Ota+4HED/lHMZuPZhYzcOYxWAvHZL+yubdxKb/AMhaYCTIqB2NmgXJVTBBIhAokQ65z1M8FwsbWA+oIKRiMTlJiL6PUNYdAZiKZiyJKMLKUXfLFnVPQYFQObChsYCk1gUPQUmBz0n81S3FnSgl5WiKQiWHQW+kMDBFNeNnjq2DeS/R5kvazj7y79M3aWbsr1j+kVRQTEr1ApNc23Dv6C7WXTb4z2DR7ly8//37KNb1YWL/w03wrrhartJfjjYYosLrp80w9J20rWIyNxfKKXzcX1JNIRzDorGir9oX4CyUmuqtjCM4NHKDY7GDt7k46lY6x3V9Pu7aPEUoA3cS5o31JSy1D43ENYbJFV8kgqwpaiBgZCgwRTGjtKWhiKnMF39n2CP+FHlmTGorMLK2hobPDUc3Sexu4V1lJGI+OkzgbMMhIf3PwOEQwLwkX0SN9TWPQWdpVs5Xe9j/Jw31N44/5lGTuaimPSL3xMKsuWcybFhFVvBQ18CR9pLY3b4KLQ7GE0Oo5Db0eWJRRJRifpCaVCjEfHWOdsoNN/mgpr+ayHthJLCaNnXyAWmJyEU9P3TrfRRUpLklSnb3DxdAwJGZj/Pu4xuwglgwSSXuqdtegUiWBq+s9QQ8NuMhFI+uacV2otnjcgtultaJpGOHXuYfam6htFMCwIF9Hjp1+ge3KAu3fcxk+PPMBvTz3Fvv7lqYgfzmK/8Xh4ijpbRVYB8caSBoYDE+hkhdGz/Y93VK2nd2KUlJqmtqgYVVOJxacXWCZiU1xS28Lx4T6mogFGIue2fajn3e9q3WWc8k5XuU5raQptjplFHlVTMestEPfNO69QMkC9s5i+YB8V1jIMioGewLlV4b5gH7Ikz2kTmlLnX7TSSQql1qJZi02vqb2GS8q2LPbH9IonAuJXqEQ6ybde/DlF1gL8sSDhZHTZxi6wOOkPL77vuD84jFlZ/A1fhb2ISoeb8eg4LQW1hBJRDLLEWHSUYpuRwfBLbaDOtQqJpKL4Y6NU2YpJarNvrqVWN7IkUWxxMBA+Vyl6ODw7jdmURbXS/vMe2hSZOamGmfodJ9UkmhSfudHpZR1pNT2zz2QoPMrGwiZ8MT9D4TE+tOWdFFtWv/+xILySPDO0l4HQMD/t+DUT0allHdtpNBNXF77nJtQ4tfYaeoML1ymw6MwYFB2qlqbeUUtPoI9CSyETsXE0UgSTftQL0pxVVJAkLDozdc4qIqlzW1z0so5aey1Oo4NE+twco+nZqylG2UhSWzho98bP/bmltCSyNvuRY77Vk0g6SKGpgInYFHpJT0pLzRwbSoZm+h/3h/q5rPRSNnpWv7+nILyS7D1zlG/s+zm/bHuI9vHlbZ3psjjAt/hxpeYivImFX1IqkozFrKPZWolBNjDaNcV19TsIJHzIpiQWSWEoPDdT0aSYCMYjXFazmQ7/uToR/niATcXr0Ct6xqKTM5+/tIJ8vuAidXImYufuj8PhkYz9gTM9Q/aHBtlW1MSh8XZ0koLGue4FKW16VXp3yWb2jR5la1ELd7feseA8hGmSpmm5bdQRXtY0TeOJ3r38rO0BXhjIXDglX1fWb6c9lN0Nssldt2gf4u3FTfiT0ysWZsWEJElEUosH8C3u9QyFB4mll7Yfus5Rxylvbm2hauzljEQWThV/SYm5BBWViegExZZi9JKJYnMJJdYiJmNeyiwl+OIB3rjulqVMXxCEJejy9fDomWfYM7Qvp20N2dpUuJ6tJbVZHWuQjewbObxg4Ok2uJBliYQaR5EUTIpp1urpfMot5RSbPcQWCcznY9XZaZvKrXVIg6OBqcTiPY6nx7chSzLBZACLzoqCHkXSU2Quwhf3UWguoj84wC01r0GXoRuAIAjLr3tqgF8ff5QfHbqfqejyZMycTy/rsJhMRJKLP7fpZB3ry6oZiowtON6umvWMni3u5zEVMBlb/AVnkdmDDiPtC2ybW4hdb8Wok0hkmekDUO+ooTuQXaFWh8GOy+hkNDKOQdZTbCnCoXdQ7aggkozjMbvo9vfzrtY7cJucS/odXmnE3yKvIGf8Q/zP/p/wu86nVvQ6aSX7Ylkd3l42eZqQpOlyVscm5u4bOTrexZaSanxxH9Ecgtu0ll5yMKyTdfQFst/D9pJcemCORs8FzqNng+iBcB9MTK80/78dH6fMKkrkC8LFEEiEeKj3Ce7veYRkDg8xuWpy12Z9bEKNc1nZLoKJEA6DjT3De+cE6d6Ej0ZnPaPREdJaOqtgGKYzVaLphfsNL8QfDyx+UIZrZit83qp15LzfyZecfrCtcVRza+1rRRs6QbgI4qkE9598gi8++U0mI74Vu06Dp4rTvv7FDwRSaopwOEajs4Z4PElEijJ5QSHTpJpCj3Hm52yCYQB/PEg0ufTMoAZXFd2B3IJp7wLp1RcKJIIz7Z/i6ThB//T98tDZDgFXlO/mw1vfkbF1qJCZ+JvkFSKciPAfL3yf5/sPrfi1lBz+b6WhcWyynaMT7RybaGejZ92cY3aVNpM+r3hWNmRkgouk0iwkpaYot5VQZSvP6bxYKk5Zht6cuZCRubn6BkyKCUU87AnCilM1lSf6n+XhM0+RyvFek6tcVgwAoukQOgUi6RBXlO3GdEF9hgpr+ZIC+EKzZ8nBMEy3IWl0NOR0TjAZosDgWfI1X1Jnb8RtKBDBsCBcJIeHTvLZR/6LcGL5ttdlElukuvSF+nxDHOg7zrGRDgKBEOWW2bUEGtyV6HW593OvsVcSXmK3FYAObx/1jjp0UvYBaTQVo8U99xk4Vxs9zWzxbECXZc97YZpImX6FGAtP73UoshQwEBjhC8/8L8+tQHC8q2YTvdHcV1ZfYlQMVNvLORMYZEvxOvSKmnUK8vnKLCVMxbNLzcukzlFHT6AHWZJx6J2MRrMfq9pWNlOUJlt6WT/rodZhcPC2prtoKWjOaRxBEHIXTyeYiE5SZi3BHw/yUN8T/Kb7oWW/ToOriisrN6LmkYqtaQpdvm7MOjMWvZnJ2MSSUrubXY1Lblti1dlJayli6Sg6yUinP3OBwExySZt+yYVV+XWSjg3uLWwoEFVTBeFiOD1xhjJHEaqm8WT3Pj5y3+eX/Rp6RUelq4SBQO7PfC/ZXbWJQDpIWkqzpaKBidgEwQzt3xZTYi6l05dd+vKFPCYXHpObDl8PGzzrZqpGZ6PRWUuXvzen6ymSgqqps2oyXFm2mw9tfXdO47zSibX0V4hi67m38lXOMq6o2r4iAbGaIV26xdFAPJVkLDlBlbkMTYa0lqLTP/dmE08n6PT10lrQwGR88cJc88l3T5mqpamx1yAhMX5e4YTF6GUdgWRubQccBjsbClrp8HUxGZtEQuLysktEMCwIF4lRMVBhm96e4DY52VW6bUUC4svKNqNesB9YJ5np9Q3T4C4lrUmk1DSyJKGSudigJKVpKWik3ddFKJp72jJMZ6FoaEhLjIhVLU0yncaqsxNcpOf8nHMXqEqdiSLpqLJWE0j6mYpP34tLzGU0uUTPYUG4WBoKq2f++cZ1l2M3WAhmUQ06FxtL1tE2PvvlWrWzDJ2kw6DTEU8n8ZhdaGh0TvYRiM+99+zrP4aExI2bdtCzSEHChSTzyBRKpJOYdQa2FDZPbwfUtKyzcXJ9dpWQ2OhpQpIkTk11EUvHqbCV8aZ1ty5l6q9oIiB+BQrEQyTO+5ddJytne1FmTlWRJZkiSwGj4YXf6ktI+BNBmp31oEmMxidwynae7joAQL2nij1DB1E1FZvRQrmjCKvdkrEXsd1gIp5Hu0+zzrj4QQvoC57BZSxg9Lxy+wuxKGaqHRWEkkHGc1hNLjAVsKNoK6XWUvSKnoHgAK+vv5V6Z91Spy4IQh5SaopwYvaKglkxzVu/QELCbXIxdcHetUyMih5J0uONhXCbrERTSb538j5UNE77y/DHQ/gTQRRJYZ2rmssqNpPS5qYoGhVjXvucq2xVeaVLR9MRDLI566JaEhI19mokScKXWPzP6SV62UCzsxUVlRJLGe2+EzS7NlBnb8hr/oIgLN1YaBLpvO0KNoOF0DzBsSzJ6BUdFr0J7yIv8Iw6A6W2QiocJcRScVRN4/T4GcLJKHaDFavRQsdYLwAVjmLWlW/kxaG2DOPomUhOLPke4TG56fUPLX7gPILJMAk1xeDZNp7ZzKPOUYVO1nM6w0LRfPSynpuqryaajnN1+SV8I/JDdpZs5Y2Nr8WgLNLXT5hDpEz/gTv/zVSvbxCDoudP7vsb+gOzg1C3yYk3dm7PbYm1kDJ7Ecl0koaCai6v2s6nH/tyxhLw56svqKR7avom4DY7Fr0BXlG/jY5Q75zPdxS34EvODZSz1eisyylNJROLzkKppYQuf++ibwubXPWLtkc5n8vgpNRaSqOzHo/Zw47ibXnNVRCE3J1/fxwJj2HWmfjO8Z+wb/TwrOOcBgf+xLl7mVVvodRShE7WoWoa7269i8/t/TLxRVrIlVmKiKsJpmJ+CoxOphbpa9xS0MDOsrn7dM2KhUMTS+/56dA7KLfl17dXQsKqs9MX6iewSL2GGnstgWT2gbBO0lFsLsWkmCi1lFNlrUYRxWEE4aI6//44EfaSUtPc0/YwX3r6O7OOK7S6mQif+/fboOipK6ik0OJiKDjOv93ySf764f/g5NjpBa+nV3SU2grp949g0OlRJJlocv57qlFnwGG24YvNfs7UyQq7mhpJkNt+5PNJGPAv0jZpMc3ueiRZYzC0cHBdYi5kLDo5bxu6C+llPfXOakyKkesqr6DWWUWJpSivuQpihfgP0nzpGdXOMoaCYzQV1vOm1lfTMdVL52Qv/liIyHl9iN+7/U4+vPvts8Z4cahtOo1vkX9fXwqGgUWDYYBTIz1Ul5bNWSXWKzLkUeg1kU7mlKaSSSQVoTvQQ7m1nL7gwlUPx6LZrSTD9M3s+qpr8Sf8nJg6iT8RFAGxIFwk890Xii2FRJJRTDoT72y5k95AP6ORccYjsx9UWgvW89e7PzqroJM/HsCsMy4aEA+fl3GyWDAM0OXr49KyDaSYvTot51ksZXp1WYIsH8Ay0dAIpQJUWSs4vmgv0Nzuw/X2ddj0NkZjIzw3+jS31b4ZiwiIBWHFzXd/9FhcqJpKOBnjTy97K5FElAH/CEeG27EazDMBsd1o5dkP/hi70TpzrqqpOE22Ra+dTKfo908/CyZSiz8AxlMJ6t2VHBw+Metzu9FKQkssuUYCgNNgzzsgPuXtps5RuehxbpMrpzo1Gz1NXFq2g4Njx/ifY9/j/ZveKQLiZSD+hvkDdP7N7Px/liWZSkcpH7nkHRwbbSc+liClpuekQrcUzk1H21G+kY9f+i76/EO4TU6+dfDnWA2WjHs4cjEZ8dGizF0BSaSzb92UiSzJWPVWIqn897jo5bmVTCUk6h11jEUnsemtaCSyvlZSTfLbnt+TUKffXnpMc5uxC4KwMha6P9oMVm5reDXBRIih0MjZ1hYhUtq5DJFqe8Wc6sZOo4MPbrqbZ4b2Uuuo4tenH0RDI5zM7/6TVFNMRgM4zYZZn+dTlAumX8rJKKjkX1E7TQqLYiGSnv276jUbT505jk1vwaYUos8hg+90sGNFekALgrCw+e6PkiShSArv2nE74USEXxx9kKMjHUiSRK93cOa4WncFNoNl1piyJPMvr/kE//jE19lduYl7jz9Kr3eQWCpOSs3v3/OpsA+DoieRPhdA+2MhDHLZdFC8RMuVcjwcHqfGUcLwBcVh3UYHFbYCNDTseus8Z2d2ePw4xyfbc+5YICxMBMSvQLWuCmpdFZya6OHR7ucAuL35RmxGCxuK1rG+sDbjeW/f8gZOjp/GbXZQaivkv/b9YFnmI2VcpMgvkz+SihDLo2T++XSyHgkJDQ2TYqLaXk5KixNJ+Yil4oxHJ9lQsA5v/GzKkDYdMGuZfzEAEmpipnJqueg1LAhrRpm1hDJrCb54gEf7nwGmV4U3eJowKAZaC9ZnPG9zUSvVjkomopN8dNt7+dGpe/IOiAGGwuM4zRWzPss2tW4+ufRzX4wiKUTT0xlGEhIVtgrMOjOBhI9GdwVPnjmIRW9iZ2XFzAO2qmnIC6wap7U0MjIqKgbZiEVnmfdYQRAuniKrmyKrm3fvvIP/fuEnAFQ4Srh7x21MRXzc0Hg5STU1J6CscpXxP7d9lie79/Fvr/1L/n3P93iw45m85zMWmsKkN84KiCVAyrOrrHGZAuJYOs5k9Fw/4ypbOVa9lU7faaqkMoYj/aQ1dXpF+mxfYb2sW3CbnoaGena3q4REpU08Qy4HERC/gr2+6XrMeiM93gE+e+2HF00v7vMN8Sf3f4ZIMjrzVs+g6PnjbW+iubCeBzqf4uHTe7K+vtvspLWynq7A3L23O0o2s3f0OcJLKJcPIEkyaS29LIVXQskgGzyNpDUVX9zLaHR6P4hBNlDvrMQXD3HSe5pmdwPemJ/JmI96ZyXDkYXbTzkNDprc60mqSVRNFT01BWENWe+u5y3rb+OUt5P3bXw7BSbXgsen1TRf2PcfDISmq+O/FLS+qupKWgrWMxoZ5xed92d9fYNs4M1NN6JXIHVBZWq30UO5pZyhyFILv2ho5JeF85JYKkqLu4WkliSpJoikwiQS0wF3ma2A7SUtHBw9iUHRE03G6PL14zG7uLlxA7I8//1ZkRWqLbXE0lFiqSgmnXlZ5isIQv7sRit/d8OH2dP7Iu/b/WZ2Vy3eAu2vH/oKPznyADpZmXmGvLxmG69ruY4Cs5MP/vpzi9apeYle1rG1opmR0AQjodlZjk1FdVxRtovHh5YecOdTZfpC6wsaCSVDqJrKmeC51XSjYmC9q4HuQB9Vdg/rdJWMR8dIqWliKZiM+eYdU0Njo6cJi86Sc6V/ITMREL+CNRXW0VSYfTXjQotrJsVld8VmBgIjbC1t4T3b34RB0bO9fANHR0/NuTllopMVNlY2csrfPevzRlcNb2l6LaUWN48PPJLz7/QSTdMosZQwlmM/4EzGoxO4jA6GwoOzPl/vauSktx2PqRQ1qHJyqmvmIbjT10uFzYN/gb11ZdYyhkLDvKXpThEMC8Ia4zI6eUPDzbyBm7M6XpZkjIoBDY0yazFmnRmdpHBH42spME3vv+vy9XBofG5V1AvpJYUbai5FkpOkzlsMNshGGp3NFBqL2DP87FJ/NTRNQ0YhvQxBsYqKQdExEZl9r3UZ3ByLvIjVMN3FYN/wsZlVjXAyii/STIFt/kcQk2ImkY7T4FgvgmFBWGOMOgN377iNu3fclvU51rOp1FaDhS1lTQwHxnn/JXdxdd1OAP78qnfxrxcU7MpEJytUOEtoG+sidV7gqlf0vG/nm3jjxpv5xvHv5fYLXcCuX757TvtUHwk1PGuBxm10YtLJjEZHUSSFsej4rMyfOmcNUzH/vNlAOlmh0OTBZrDSUrBu2eb6SiYCYiFrVoOFn7zp3zk8coJranZTaHHP+hfcYbTxrq138MU938h4fq27gjJPEd5EgHAywkhsHL2s463Nr6M/OMLOko1cX3UpOlnHD07+NK+5jkXHKbeW5l1Y6yXqBcXYC02FOEwWqu1VdPt7qHYU4jR4ODbRDoBVb8aud84KiHWSjtaCZmwGG72BPsKpMB/c/D4sepEOKAgvd5Ik8cmdH+KFkYOsd9VTba+Ys0f5rvVvmDcgdhrsvKnpVUhAQo2hl/Uk1Di19gaS6QRWvZ0aex162cDxqba82i6ltBQd/i4anbV5p19Pm32PNSomPKYCthS28tTgc2wrq8Si2NkzcBxV09DJCqNhPy5rwUzqtIREgbGQQlMRU/EJwqkwWwt34DKKGguC8Ifgk9f8MfUFldQVVHBp9dY5z2fv3fUmvr3/l/MWZL20ZgvRVIyOiV6QNVJqilc1XEq5vRhJknjntjdQ7SpnODyaU/uiTDr93axzVtPpz69bCUyvBCe1c9tnTIqRjYUNOIxGBiNJbAYTsmQlEA8TT8eRkEipKdwmJ1PnrRKXWIrYUbyZwdAw3f4zbClq5dKyHXnPT5gmAmIhJ40F1TQWVM/7/XV1l/Bfe39AOBlFlmS2VTSjN+kxSHoianRWenSts5KPbH0HTe5zq9SxVIx2byfPjezLe65D4RHWu+rpy6M5+0suDKrXueuQJJVCcwFTMS8OvROTzsKWwg1EkhFSxBkIT99Ii81FXFK6m2JLER5TAZW26f2AyxWsC4KwNtgNNm6svnre76vtFVTZK+g/mzbX7K7jysotxFJJjIqehHruoUmWZLZ6dlFuPVelVNVURiMj/P/27jw+sqpM/P/n1r6nsu9rd6cXeqdpoGmhQUAURgcBFV+IOPDTka+2M8oMX8dRdBZx/Y2OzgyOM6PgKKPOiLujoCLQbE1v9L53p5N09lRSldrr3u8flVSqUlVJVbo61Umety8kde+555yqVB7uc++557zc++IF9zWiRvBHwljzme0qR1WWKlCgzOqm0lqBUbFg1JnYXLMOo85AlcNBhTPerl7Rs6p0DaWmMnSKjlpb/EKCxEchFhaj3sDd629NvJ769202mLh1xTb+c89Pgfj6xiur21AUBZ2i42DfcYLR+ERZnoCXj2x5Dx/Y/C4MuslZ93v9/Txx+L8LcqEvcgHLNiVLnpQRoN5RjcEQIRzTqLZWoWkaNqOdepsRs95Mj7+fPX1HExMLvql5GytKlxLTYmyu3oBRb5T4eBHIOsSi4HZ3H+T1/qP8b+dzDAU9qBkCU6W1jMff9IWUiRfGIn6+sOsr9PgvfJjzhDJLKeFogIg2+7sp1bZKnEY7nUlDpjdUrsVqNLC79xDBWJBSUzVHhuNr7LW6mmlx1aFpKnsG9nJj4w38vvNlAJoc9ZRby7hz6R9hK+CQHCHE/HB+rI+jQydQdV6CseyTbl1beyMOozPxWtM0fnH2ZxwbOVqwvugVPSvcy4hdwGzTBsWI0+ii0z+5NF25uQK3pYTnzr3GqZHTlBpqefbcHiA+u+r/vfo9KIrGad9JKs3ViUm4nKYSbAYbS1ztuEwlF/z+hBDzy0jQy+9OvsKvjj3HC2d3pwyJTvbozR/ljtU3p2z71Znf8cThHxa0Py3OZl4fOHZBdVxZs46TI6cSK4u4zS42VLdhNdg4MnyUSnMVHb4uomoUo85Ii305MWKc9XbgjYxxReUV/OLUs9TaK2l01rKtcTNbGzYV4u2JJJIQi4tC0zT+Yfe3+OWZP2Tc/8G17+aOZanP5n1937+yf/BQxvKzZVAMNDnr6Jry/G+ulpS0EowF8EV8VFgr6PJ1UWYuo9RcgdNk44TnJIqix6Do8YWjdI+dp8pWQY+/D6POSJOznvNjvfij8VlY11esZlX5ciJqBAWFa+uvxmmaeX0+IcTC0uk7y+tDuzPuq7HWsbHyypRtr/a+wgs9zxW8H8tKlqHXze40wKq3oVf0+KJeXEY3vYEejDoTaCYiaoxeXy/n/b1EYhFQ7ezsOcT2TXeCLr5ec4nJTTgWJjB+YcCit7KqdA1hNYwv4mWpKz5pjNwJEWJxOTZwhju+u51QLP0ubaW9lBfe/72UuHBo8Bh/9+pXCvQIyKQmZwMHBk7O6lgdCkvcTfT6+2ktaaTP34eiKLSVNOEwmSkx2+jwdhLTYpQaK+j2d2HCyR/O7QPid5LNehOnRiYvNj6y5cMMBTy83n+Eu1f+Ee2lregzLA0q8idDpsVFoSgK969+BzpFx1lvFyc8HUTVKDW2SrbUbWBD1cpEWU9ohD39r3Ng8HDB++E0OegZ65n18YoCg8FBALp8XTQ7m+kfG+XZ/p0AWA0WAtFgYgmlpSXNdPjis0tH1AgnR84k6rqx8Vre1HwDJ0ZOsa//EC/3vMYPjv+Eu9tv55aWN2ZsfyQ0Sq+/n/bS9LWahRDzV729CX90DE94mNHwCGE1hM1gp9xcSZWtJlEuokY4M3qaXeMxp5B06DDp9LO+Q2w1WBkKxePjaMRDhaWSAb+Xn5769fj+5Pg4zNrqZswGhdD4XF4jYU+irgpLFevKNuKNjDIQ7qfDd5oz3pPU2uq5ovLqjElxRI0wEvZQaipDnzRsUggxv7VXtPC3N23n6RMvcrT/NB0j56l1VtJe0cINbVcl4oGmaRweOs73jv6o4MkwgI7Zx5UGZy1nvfHzwcNDJyi3uGl1NvL6QPxcNzU+duEw2rHrJtec7/JNrl1cY6vgk1s+BBoc7D/O6/1H+UPnTmrtlfzHLZ/DZrSktR9VoxwfPkuVrZxyq3vW72OxkDvEYk4EokFimoojwwRSO7pf5okjFzaJ1nSanY0MBgeotFSjKAoxTcWg6AipQcIxFZvBjE7RoWoqQ8EBQmqI5aXL6B7ryjhxTaWlDp2i8Fpv+t3sOns1A8Hss2zrlfiMqzajlfUVlzEcGqHKVsnd7bfzm45nOTlyhpFQfNIxb8TH6Pi6dF+97rO4za7CfShCiEtGTIsRU6OY9Oa0fUPBIb599N8vWtsWvYVmZwNOkwuNiRmoFVRi8QmwFENizqxgNEBEDeM2lxKIBgirobT6wlEFi8HEk0d+mbZPh8Idy69PPBs3lTL+Pw2NZkcrITVMTI1yeeWVDAT7OO/vJhgLEIoFiapRgrEAGhpXVF6d8qy1EGLhUDWV4cAobosz7cKXPxLg4zs+S19g5tVNZkOv6HCZSjHrLOgUXSLlDsfCmPUmUOITYBkUPf2BQYaCHmodlZh0BrrHetPqW1G6BJ2io2usm1AsPX469eUcHTqdsS8GnR4FBVVTua7xSvSKjoHAENs3vpdQLMwvTz1Lr3+Qfv8QETVKz1g/ETXKne238OGN7ynkx7IgSUIsiioSi/DNg4+zbyA+82qdrYawGmEwOJTxap/b5GIk7M3rSuDSkiVEYhGOek7NWFZBYU3FCnoD5zLu1yt6ysxlhNQQNr2Lnb0HWVvRji/s56z3PK0lDXR4p19/eKpaezUDgcGM6945jQ4212zkPSvukmGDQiwymqbxat8r7OiJr6fpNpeiQ8Eb8Wa8WGfWmVAUPcFYIOc2amy11NlrGAz2o+awDFOpqZyYGsl6V9misxFSg6AZ+cHRX9Fe1kqDo4ZnOl7k7ctuAiW/iWpsBjvhWChtYpoJ9fZG1pRtwJzhYoIQYmF7vf8wj772j0B8pn6H0c5IeBRfJH1+BgWFUnMJQyFPzvVXWStwmtyc8JxjIDA8Y/kaWyVV1hJOezPPTt3sauDsaCdL3S14QkNoWnwJzhMjJ6mz1bG751jOazEDlFvcaGgMBTMv8Xl59WW8b/UdrKlcnnOdi5UkxKKoRkKjfG3fN7DoLaio9Pr78UV8VFkrMOvNWPQWBgKD2IxWLAYLXb5unCYH/YHBnNtodDRy3JP5ils2q8paGQz1T1vGordQaq7gvL+TCksF0ZiRo57jebUzE6vBwj9t+7wMBxRikfrJ6R8lksFANMBI2INZb8ZhcGLUG/FHAoxFfFRaKxkKDVFictM5lvmCXiYtzhZiec6mWm2twRfJvDRKslBEwW4yoFN0DAXGMBd+Qmuuq70Rt7m08BULIS553zr4X5zxdqJDIRQLc3q0A72iY5m7DYgvmXnCc4r20iUMBocptbg5Npz7M8E1tir2D5zJq0/t7hbO+7tnLLeqbCne8BjnfOdZW76Co4PnOD82/Xlnvj6y8b28vf3mmQsKeYZYFFa+U8GrqHT6utPu+CYPf7Eb7fgCvsQd1EZzQ84JcbW1MmUdt1zpdTOfuQVjQc7743eDB4IDmHWFnxU1EA3S4e2ktaS54HULIebWbJbKGI2MMhpOvfofioUSw+1MOhM6nY6ewPl4G2QejpxJqbkMo85ATM0vIc71DobZqBHVIqBBvbOSgWBhT/YABoP9khALsQDMJj4GY6G0BDemqRwZPgHEhzw7TY7Ea09o5gt5E8osbhzG/Cc99YS8OZU7NHQi8fNw0FfwZBhgb98hSYhzJAmxmJWYqhKIBhkJeTk6fJoubw9nR7s5NXKON7ZcToOzlkAkQCAW4KamG3AY7RnrseotlFlKGQwOZW1rLDKW8joQCc7YP5POSIOjPiXg5KLOXo3dZGQ0PPPQmBQajOQYBPPV4e2ShFiIeUTTNHwRPxE1ypmRTg4OHKfL18cpTwdvbNnE0rJ6rHorA8EBLitbQ7mlPGM9UTVKtbU6LSFOFp6SzBpyuJinoFBmLsNutBCIjeV8EmpQjLhNJcSyLIUynZiae6Kej+SJuYQQ88NYxI+mwTnveXb3HmQgMMzx4TMscTdS5yqn0VHHoaFjbKpex/rK1Rnr0DSNRmf9tO3ENJWR8OS5Wb2jhjOjM4+gKTO7CURUXho6kNf7WlfRzlh0jIA/v/NBo+7ipGMnPJmHbot0khCLNIMBT9YZ6TRN4/GDP+JnJ3/PQGAYvaIjNuVuQUW/lee6X0i8/kPXDu5Z/k4anQ0owPPdL3F46BhhNYRRZ5w2GZ7KbS5JWQ84G5fJlXcyDGA32hgN53+VTkPjYj3iK8Olhbh0eMNjmPTG+IQqGTxz9kWePPxzTnjOYtDpiU5JBNtKqxmInE28PjR8gI0Vm1jmXo5B0XPae4qTIyfwhD04jA4Gp5mkL5PBHEbP6BU9LrODqBZf/i1XBp0efzT3BDrZxZoDQafIkiNCXEqmO4c8NnSax/b9F7t6D2SMjxoqrybNqP+7czu4onod72h/KyadibPeTn7fuYMTnjNUWsvp9ed3vpZr4mnUWTnqzX+5JU9ohKFQnjdULiI5f8ydJMQiTSAazDp0JaJGebF7b2JygeRk+Jr6tYzGBhmJpCa4gWiQbx58vCB9K7eU4Qllv1syYSA4SIW1jIFA7sk2gC/ix6q3JdbFzJWiKLjNLmKqijfiy+vYmVTbKgtanxBi9gw6Pd7wGGZrekIcU1UODhznhCee8Caf7G2sXsnSipLxIc2TsTWmxdjZ/wo7+19Jq88fHUvbNp1qaw0dvpnvCES1KAbFGB/OnIdQLESpqTQ+aVaedIoOs95CKJb/sdOxz2JIoxDi4glEM/+Na5rGOW8Pu3rjd12T46Pb7KLcbmUo3JccHtHQeLV3L6/27k2rbzSc313YKmsFJz1ncirrMKUvY5SLUot7VglxVItSZnEzGvISzTIL/2zUO6oLVtdCJ5dWRZoGZ03Wq/m9YwOcGck8i3LvmCfrchqFUGOr5uRI7pNjlVvcebdxfqwXvWLN667JhEDMg9NsoN3dRpuriWXu1rzrSOY0OvjzDX+amBxCCFF8VoOFCmvmZ1ZjWoydPfsz7jsxfA5QLtqdUpPOxEAeS4+EM8xSPRMNjUAsgF7J/1r6SHgYVYtSbq6k1FxGubki7zqS6RU9K92rWeJqv6B6hBCF1eCsybrvpe49Gbd7QqO4zW5mceqVM6vBiprjCiWBaABLllFA03m9/xg1tqq8j+vwdYI+zPrq5ayrXM5lFUspm8U57ASdovCmljfwias+OOs6Fhu5Qyzy0uiqpb20lcNDJ9KGupzwdNDgrKappIrBUG/BT/zidyfcDOf4zJhemd1QkdGwD52izSowx7QoI5E+ALSoxurydg4MHsurDovewofW3c9l5ctlOKAQ84hJb2Rz7VqGgyNpy36Mhn386vjrXN+8HospCkphF3iIaTGcJhf+QG6jW0ZCIzjN6evCzySiRrDoLcSyLIM0k9HI5N2TcnMFI2FP1iWVslldtp5mRyuGi/TcnRCi8BRF4Zr6y3mpe0/GZZH29BxnU81KhkJD+GP5jY7JhdVgTqxzPpPusZ54fInlOeEgGlaDdbZd5JT3TOLnGmc1Zr0x78m23tx6HR9Y905KLYWf6HUhk/+aiLyMRfyUW91pyfCETm8vnd5eVpUvwWHRMRrxFKzt4fG148otZYRiIXyRwgfM1eXtjEaGCBXgRreiKPQHu1lTvowDgydmDMKbqtZx+5JbqbFXY5DnPoSYd2Kqit1oy3r31Rse46fHd9DiqmNDbRtGY34nW9O2rcXwhIdxGp1YDRb6AtOfRM0mHS81l4GmEVZDs+vkFKMRD3ajg3AsRGCGtZOdRhfryi+nxOSWRFiIeSoYDeIw2TMmxKqm8ur5g5SYHCyvaKFzrLATQh0ZPoFJZ6KtpCkx6/R08r0nUmJyUmF1cnr07MyFc9Dj78VtctFuauHY8Jlpy9qNVh7e/H7WVa3EbXYWpP3FRm4/iWl9+8D/8ItTzxJTVVRN5aFnP8+z59KfdZvq0OBJ9BgoN1WjRR24jdmH0ORrMDhEjS3zcxHJEyYMBAew5XGlrsFRS3+gu+DPuPUFz7OqvI16ew2tribKLenDLS8rW86Da/+EBmedJMNCzBP/e/o5njz8c7zh+MW5x/Z9jycOPkU4Nv1w5DOj3fjDETTVwOvd/XR7wqAV5j/HYTWEkmVkiSFpqLMv4sWiyz0+6hU9MTVSsGR4gj/qw6gzUWouw2l04TS60sqY9RauqdlGuaVCkmEh5om9fYf51v7/odPbA8BznTv53Kv/Ss8MdzxHwj7GQkFMigmXvoJKUy1l5rKC9CmshjnuOY1Zlz4c2jRl28ry/B57q3dWpCwZWgie8ChhLcDlNauotVeysnxJxnJfvO5hrmvcLMnwBVA0TSvsuC2xoFz//XtQNY01Fe3oFB37+o/Mqh6TzsgVdcsZCPUUZCi1SWek1l7DWe856u11uEwuOrxdWA0WnCYbPf4+7AYbXb6+nIbHAKytWE5vYOYZrC+UWWfBYrDS7/cm7nr/6Zr3cnXtFRe9bSFE4Wz/7d+yr/8I9Y5qlribeKHrNdRZ/if1lrYrcVkp2FDqGmstZ31ncRpd1NiqiREFDTQtfrFwLDJGs6sh5+HK5eYKgnlONjgrGlgNNnSKHs/48nctziWsK9948dsWQhTMN1//Af956CfYjVa21G3MOlQ6FxuqVhBUfYxEcl9HeDqtribOjp7DarDS5GzgpKebsBphibuesYiPHn8ftbZ6Xh84nlN9ZRY3MTWISm5rtM+WpmlUWitwGl3s6jkIQGtJA99+8+cvaruLgdwhFln1jPUnTu72DxybdTIM8QlcdnQewG2oodxcjV1/YVexwmqEUCxEm6uFrrFuznjPEIlF6PSd5/DQSYyKCbvRkXMyDOCLzDx7dSGE1CAj4WHqHRUsGV9f2GbI/1k+IURxTdzp6PL18lznzlknwwD/e+oVDvUOEo2aUGP5T+Yy1WBokGZHM2E1SIfvLEbFQEQLESVEmaWENldbXrOZztmdWQUCMT8xLZaYeMuYw9rKQohLy0R8HIsEePrsjlknwwB7+o4w5A9SZ6uj1lp7wX07PdpBe+lSNDQODx+j0VVFf2CYl88fYP/AGVpdrZzz9uZcX6Oj+qInwxB/FG8gOMg5XweXV69CQcFlkpn2C0HGHomsXujYjRMHZU4XZ73dBanzlfPx6favql+BXXEQUcOE1dk9R9fj70v8HIgGqbZW0uis4+DQMfoCg/QlrcdZYSljODSSdRbs+HN/hR0KOJ1r667liupN9Pr7OD3aiVlvnrO2hRAX7uxoJ+V2G/XOKnb3Hi5InQcGTnBg4AS3tF2F06KPz3avm93kVRE1TE/gfOJ1f2AAp9GJqkRRUQlpkyenZp2ZmKZOuwxTTJ1dP2aj0lLNcvdlhGJBRsIeTBIfhZhXQtEwu88cYqmzhRO+MwWps9c/QK9/gFXlSzDqjDgM9pwnWc3kyPDk3d8zo2fZULWE48Pn8UX8vDp+9xXiKwsYdHoCkWDWi4i6i7R6QCb19hoeXHcvmqZybUMHo+HCLvW5WElCLLIa9Hvo9vZRV5L/FPIzeb33LP5ogGsaVjMYzv0q3HR6A/30BzwZ9w0Gh7m19SZe6dnFQGAo7c6xzWAlOsvEPB8KCtsaruPNzbcAUG2rYm3F6overhCisLxhH57wCKUmJeeZS3P1zJmdKOi4pmEtVa7CzCkwFh2j0lqJP5Z+8hRSQzQ5WvBGvHjDo2mJsYKS90zQs1VhqWJj5ZXjqwSUUGmVdTSFmG9UTeVY/1n0g+dY0tDIUNBTsLoPDZ7EarCgs1vQNK0gj+HFtBgWvTXjXexANEiLq4FVdUt4tvNV/NH0CQAv5pKjyWpslXzqqo9QZYuPnrmsYvmctLsYSEIssqq2lwNclEmeJgLKyeEe2tx1DEXOz3BEbhqcNRwbTl+rWEPjhe6XuWfFXfzbge8SjAVpdjYSiAYw6AxU26qIqF48YQ+RWazPOR2TzsTy0uUsL21nZekKnCaZ9ECI+a58fC1io85U0GQYGJ/FP8bO84dYH2unvrQwd0j7A/04TfaMQ/vO+c6yrnwjnWMdDAT7cRid6BUDgaifCkslJp2RwdAAaoFP/BQUyswVVFqrqbLW4DBKfBRivrMaLZRaXYyGfIyEvAWvPxANcnqki1XlSwhpvhlnqc9Fr7+PlWWtHB5KP4c8M9rJ2orl3NS0hZ+c+i1Ok51mZz0nRzpYXb6MSmspg8EhRsOFf68trgY2Va9lY9Ualpe2yXKcF4kkxCKrYDSETtERu4jPRfSMDeAL+1lXvZSBUPcFX+mbbo44T2iUF7t38vmtn+Q/Dn4PX2SMVlcT19ZvYf/gIVpL1rG7bzdnvKlT5rvNbmwGK3aDnWZXM6vKVuE2lTASHuGY5zgHBg9wzteZ1p6Cwh+3vY1N1ZfLM3BCLDCh8fUpTTrLRWtjLBJgR9c+bjJtptSmA+XCYnEoFsKmWTLGWQ2No55D3NxwK0c8hzjlPc5S1/LE3eEqSxUaGkOhwZSk2KQzYdZbMOiMlBjdVNlqcBpdRNQIQ8EB+gI99AV7MvanydFKe8lKGRItxAIUiIZoq2hgWLt487McGjzJusrlmPQmRsIX1o434kPVsqdFPzv1O75509+xsnwJX971LbbUbsBmtHJl9VqMej1lFhe/73wxZQizWW+iylaBVW+m3lHDxqo1rCpfRlSNcWrkLC+f38MrPXsIxtIf2VtRupTtG95Hrb3wozRFOkmIRUaRWIQ9vYcx6gwYFD3NzrqCPUc8lS/iRynQHZb+wACtrkZOj55L2V5icnJT0zY2VW/Aorfwf9bdzx86d+A2l2DUG1leuhSTTkeH9xxOo5N6Rx2XV11Om6s16x1dh8lBvaOe6xu2cc57jkNDh/lD13OJoYU3N93E1bVXFeR9CSEuLQcHj6JpGhoqS9yNnPScm/mgWQpEwrgx570u5lRRLYrd4MIf9aYssqlX9LQ422h1xCeZWVO2HqfRiVFvwqgYCath7EYnntAwOhRcplLq7c1UWCqxGewZE2yz3oLD6KTJ2Uog6qfH381p73GC48vaVVqquax0XUGGOwohLi37eo4QiASJqSrtZa0c86TfdS2UsUhg1nMtTFVrL8MfDdLnH0ps06GwqWYtdy27BbfZxQ2NV1NhLWMo6OHm5mvQKTra3S18cddjjIZ9NDvr2Vp/BRsqV9PiakCfZZRlla2cq2o34o8EeOn8bp7ueJ6jwycBqLZV8PAVH8RtTl+GTlwcsuySyOgjv/57nu94LfH6qqZ1HBzObfr5fCkovKFpFUOhwbxmPYX4iZxZb8YfnXzuw2l0sLr8MvYPHGYgOMSH1t3Phoo1jEZ8fGP/4/T4+7hn+Z00uxoTz2FMODVyime7nuO+lffOalhKKBZiZ+9OhoLD3NZ6qwxtEWIB+snJX/Nfx36ceF1lqWRv78mL1t5dK7ZhMcUIzWLiP6vBRiApPioorCq9jJAaYDQywgr3Kla64/MY7B/ax2nvSS4rXUO1tYYSU2lKwhqMBnit/2Wuqn7DrGadjmkxBgJ9nPd3sqp0rdwZFmIBeuXcPv6/n3yK6PhEfCa9kaqq0sSomkK7ouYyApqPoeBw3sda9GY04uduE9ZXrGYkFGRX30E2VK3iLzc9QInZxTNnd/C1vU9wXcNmbm29nmWlLRiT4mA4FuGLux7jzmVvYXlp5vWCpxNTY5wZ7eQXp3/LLS3baC9ty7sOMXuSEIs0u88f4oGffyJl25KyRvoig1mOmB2nyc4SdxPrK1fy7pW3oSgKJ0fO8JuO33FoKLclnq6s3sTq8pUcGDxEi6uZFlcTRp2BRmcDmqZxztdNn3+A57pe5LjnVNpkCB/f9GesKFuask3VVElkhRAZeUIjfHzHZ/GEktbD1GBwLFjwE77Lq1dTY6/g/jV3UmopYTA4wOHhg+wfej2n42tstawuXctAsB9FUWhxtgJQa6tDURRGwyOE1BDnfGc45+tIm2l/dek6VpamTvpXqElshBALT0yNcf9Tn+DVrv0p269atpaTIx0FbWtV+RLKLG7es+ptLC9roy8wwM6evfzPiV9kHII8ldtcwtva3oTVYGZv/yGua7gKk87EEncLZr2JwYCH4aCHHed38/TZHfT4B1LfU816PrPlI+iTzhdjmpryWswfkhCLFP9z+Nd8fsc3M96pbamsY3AWMwWuKl/CocH43ZMaWwX3r72LlpIG3CYnVeMTdyXTNI0d51/mB8d/nHLVLhOjzshVNZtYX7GW1RUr0/b3+Qd44vAPODp8Im15J4vezC3NN3D70lvzfk9CiMXn2PBJvrTrMbyR9JmaK0w1vN5/LO86m5y1DAY9jEUCmHRGHlj7DtZVrcCiN9NSUp/xmO6xLn7b+RtGI6MZ90/QK3pqbLWscK9kRemqtP0RNcKegdfoC5zPMCmNQp2tni3V10oCLISYUddoHx/91aPs702Pg9cs2cAxb/7Dpg06Pa0ljRwfPgPA25fdzLbGK7EbrbSU1GccqdLvH+Sx/U9waGj6eGzUGXGbXdzYdC23td6YdiMkpql89/BPeK5rJ2dGu9KObytp5LPXfIyK8QkWxfwmlzFEip8d+33WYcs1tspZ1alX9Cx1N2PSG9l++b3c3LKV9tKWjMkwxBce31p3NZ+84i9od8fv3jY7G1lbcRk2gzWlbESN8Hz3SxwZzhz4qmwVPHT5g3xs44PU21MXc//g2vdJMiyEyNnO3n0Zk2EAo0GZ1ciSLl8fb2y6GoB3rbiVd654CyvK2rImwwB19nresfTdrC5bA4DT6KLVuQSXsSSlXEyL0TXWyYGh/RknHDTqjGyuuprr626mxpoaH1e4V3JNzXWSDAshcnJ04FTGZBjgzEAXpeaSjPumE1VjrKloB2Bj1WVs33gv66pWsLS0OetjG5W2cj6x+SPct+qd6BUdZr2ZzdUbaHU1pZSLqBH6A4M8deKXGZdS0is67l11O/90w6d5a9sbU+L76vJ2vvHGv5VkeAGRSbUEwWiIkaCXvb1H2N+X/YqaN5i+PlsuhoIjfPLq/4PNaKXZVZfzcZW2Cj687v1848C3uGPp26iz16BqKp7QCDpFx4vnX+G5rheJqlHaS5dOW9eKsqU8ctVf8NW9/8rBwSNUWitYVdY+q/cjhFg8wrEwUTXGmdFzvND9atZyA8EBVC3/WaBjWow3tV7LTS1bWVuZ+5qSZr2ZN9Ruw6K34jQ6WVW2Gk3T8Ef96BSFDl8HewZ2MRoepcnRPG1iazc62FpzPQeG93LEcwijzkS9vSlreSGEgPiIvmA0xNGB03xn70+zlusa6WND+QqGQ/nPBL3E3cSjb/gYV9dtyPkCnU7RcXPTdVRay3m1Zw9/uvZeAPyRAFE1Soe3i5+dfprDQ8dYUbYMh9GetS6z3sT2DfeysWoVf/fKPwNwU/M1crFwgZEh04tcRI3y+N6n+Na+HxGIBqct6zDaaK1q4Mxo+hJD0/mT1Xfy3tW3z7qPwWiQDm9nxqTXF/ZhN2ae5TSTcCxCp6+bVleTBDMhxIz29h/ga3v/I+MdhGQ6FKot9ezqPZRX/ZuqV/Pl6z8+6/7FtBhdvk6anM1p+ybWVM912TdNiy+rVGouRacUfv15IcTC0ucb5F0/+Cg9voEZy17ZspZT/vyeI7Ybrfz09sdmNYkfxGPawaGjLC1pxWJIn8RvNOTFZc597fNTIx1UWctxmLIn0GJ+kjvEi9iAf5gHf/lp/JHgjMkwxJdHCgXD1Ngq0iYXyMZhtPGOFW++oH5aDBY8Wa4qOkyOvOoy6Y20laSfOAohRDJN0/j/93yDjtHOGZNhABWN0egwy8taOTqU+7Ny96+960K6iV7RJ5Yymirf9c8VRaHcUjFzQSHEove1l7/Djw//Fn9k5vgIsOfcYa5euo5DwydybuO9l90+62QY4jEtHItkHb2TTzIM0FYiI2cWKnmGeBHr9vZxYriDbl9fzsccGzxDuSX3ZyaaXfVYDZbZdC/FpuoNF1yHEELkKqJG2T9whL5A7rPrj0XHKLFYZy44TkGhvbRlFr1LtaxEHv8QQsyt17oOct7bz2hoLKfy4ViEs/3nseVxTri87MKXHlpfeRk2Y+5xWSxOkhAvYr5w/s8EG3WGvJ4BMej0s2pnKlkGSQgxl1RNnXGW+0zC0dyfI65zVHFqJL9HUDKRxz+EEHPNm2MinKzWXYk/hxGJAGUWd143bLKR80eRC/mWLFK+sJ8d53blfVxEjXJZ+bKcy3/u2odwmGx5tyOEEMUSVWO82rtnVsc2uqpyLrt9470FuUMshBBz6XD/SU4P538xb2h0BFeOj7q9pe063tJ2Xd5tCDEbkhAvQmPhAO/+0Ud58uAvZnW8Po/JVv72pX/O6flkIYS4VPzj3n/jX15/fFbH5vO8238c+B9OevKbZEYIIYrpW7t/xB1PbicUC+d9rM1gSUz2N5Onz7zA7zteybsNIWZDJtVahMYifjq9vVn3KyhoTE4+flX9erY0bqDXN8Azp1/EMzbKHy+9iR+feHradkpMDjS0gjxDLIQQc0HTNM6Mnsu6f2p8rLNXc33jVsYiY+zrP0R/oI/7Lrud7x3+OeFpTvxcJgc9Y/20ljQUtP9CCHExHek/lXXf1PhoM1p5/6Z3EFWjHOw7zqud+3nouvfx1MmnOT/WP207wWho2vXYhSgkSYgXmc7RHh7+7Zey7v+zK99Lla2cbl8fMTVGnbOKbc1XYjfFJyT4k/V38KMjT7OtdTOv9e6n09uTta6bW7Zyz6q3Ffw9CCHExeCLjPGdw/9Nf5aJtK6u3cSbmrexf+AwBp0eq8HKxso1VNrKAbhj6W388PhPuXPpH7Gjew+nPOeIabGMdbWVNPJ/r/yAPN8mhJgXYmqMb+/5MT8/+mzG/UvLmnnsbZ/miT0/ptRagobGtpbNrKicnBjrsZ3/xc2tWznr6+Z3HS8RiGaep6HeUc1DV9wvFwzFnJF1iBeZT/z+H/jViecy7jMoen70jq/T4KrJqa7esQHOeXtwmux8Y9+T7Oo9mNi3uWYtX9z2cEH6LIQQc+GZjuf594Pfy7r/Q+v+hGvqrsiprkgsyvNdr7GirI0nj/ycn574bWJfidnJD/7oqxnXxRRCiEvR8cGzvO27D2bdf/eaW/nk9dn3T/V852ssdTfzXOdO/n3/D1OGYH/zTX8v8yuIOSWXphcBTdOIqFG+/NJ/ZE2GASxGM9X28pzrrbZXsKlmNcvLWvm7rX+O1WDGPj61/fqqlRfcbyGEmAuqprKj+1W+fej705ars1fnXKdRb+CGpquoc1Tx0cvfx5qKdkx6I3pFz6ryJZIMCyHmhZga41DfSe5/6hPTlmspze9u7hsaNlHrqOSdK97CHe1vAsButOIw2ljmbp51f4WYDRkyvYAdHjiJXtERjIZ58Fefxh9JndzKojcRVWNEtRif2PpBahzlGPXGWbVlMZi5q/3NeEKj7O0/Ilf2hBCXtIHAED3+Ppa52/izP3wKT4bl5Kx6C4FYkJuarmVdxWXUO2pn1ZaiKNzRfgsvn9/LoYHjbK5Zd6HdF0KIi2YsHOClc3vY1nolD/7sM7zUsYeYlrqknMNkwxf2s65mBX++5b3Uu3K/YDjVjc1b6Pb1MRwcocFZQ0xTMeQxgasQF0qGTC9QTx74Of/w8rdxmu3YTTY6R9Of9b1r5S281LWXf7/t76m0lxWs7agaw6CTQCaEuDTtHzjMP+37Nr7IGE3Oek6Pps/0vKZ8JQPBQbavf4AGR13BYprERyHEpazDc56P/e/nONh3gvU1K9jbcyStjN1o5Ya2q7i6aT3Xt15JicVZkLYlPopikTvEC0xEjfKBn3+Sfb1H0dAYDo4yHBzNWHZlxRLqnFUFTYYBCWZCiEvWtw7+F7/vfDGx9EemZBig0lbOqvJltLgaC9q+xEchxKXqx4ef4XPPfZPRkA8gYzIM0FBSw6b61Wxp3FCwZBgkPorikYR4gTk1fI69vfEAtqVhAze0XsXXX/1PPCFvSjmnyc5bl98gM5wKIRYNVVN5vusVImqESms572x/Kz879TRnvZ1pZd/UvI0mpyz5IYRYPH557DlGQz6MOgN/ve2D7Di7m9+c3JFW7p2r38xdq28pQg+FuDgkIV5gKqyliXXg1lQt5+0rbubWpdvY2b2ff3jl25z2dGLRm2gvbyEYDWEbnwRLCCEWOgWFUksJgbEg1bZKrqnbzBXVG+j0dfOjE79kV9/rKCg0zPJZYSGEmM8mJlY16A3cvuom3rbijfyF/36+v/+X/Nuu/wag3lWNw2wvZjeFKDi5PbjAqKisrlrGn17+Lt695jYAzAYTW5su56+2/ikAwViYXecPsvv8oWJ2VQgh5lRMU6l31HJL8/Xct+odAJj0RtpKmvnQuvdh0hnR0Djn6+bF7p1F7q0QQsytMpubt614I//4lk9g0OkxGYzUu6r58y33saE2vnpI12gv39//yyL3VIjCkjvEC0ylrYzH3/b5jPs21qzCZXagV3Rc07iRLY0b5rh3QghRPAadno9u/EDGfRaDhTUVK9nXf4hlpa38UdvNc9w7IYQorj/f8t6M2xVF4Ya2q9lz/jAbalfy4avumeOeCXFxSUI8T2iahi/ix2ma/TAVRVG4ue0aVlUu5Y+X31jA3gkhRPFomkYgGrzgR0CurNmI0+TgA2veU6CeCSFEcWmahi/sx2GyoSjKrOvZ2ryR35x4gf+884sXVI8QlyJZdmme2NtzmGp7ObXOqguqJ6JGATDq5FqIEGJhODF8GqfJQbW98oLrCsfCmPSmAvRKCCGK78xwF/5IkBWVrRc8kWowGsJiMBeoZ0JcOuQZ4nmiwlaaNlP0bBh1BkmGhRALSpOrga6x9LXWZ0OSYSHEQtLkrqXb21uQVUUkGRYLldwhnicmhrsIIYRI5Y8EZMZ8IYTIYCzsx2a0yjBnIaYhCbEQQgghhBBCiEVJhkwLIYQQQgghhFiUJCEWQgghhBBCCLEoSUIshBBCCCGEEGJRkoRYCCGEEEIIIcSiJAmxEEIIIYQQQohFSRJiIYQQQgghhBCLkiTEQgghhBBCCCEWJUmIhRBCCCGEEEIsSpIQCyGEEEIIIYRYlCQhFkIIIYQQQgixKElCLIQQQgghhBBiUZKEWAghhBBCCCHEoiQJsRBCCCGEEEKIRUkSYiGEEEIIIYQQi5IkxEIIIYQQQgghFiVJiIUQQgghhBBCLEqSEAshhBBCCCGEWJQkIRZCCCGEEEIIsShJQiyEEEIIIYQQYlGShFgIIYQQQgghxKIkCbEQQgghhBBCiEVJEmIhhBBCCCGEEIuSoRCVBINBwuFwIaoSQixSJpMJi8VS7G4UnMRHIcSFWqjxESRGCiEuTCHi4wUnxMFgkNbWFnp6ei+0KiHEIlZTU8Pp06cX1EmfxEchRCEsxPgIEiOFEBeuEPHxghPicDhMT08vx84cxeVyomkaoKElSmho2sRrLbEnXo7J7UllSD5aSz4y+Vgt47Ha+OvEK23yyMmftUQdTNk2tZ2p2xN1JW1ProMpbauoafWoU+vVNNREn9SUtlPLqill49sn2lLj2xOfXXK9qcdN1qmijh+vapOfe7yMOtl+cptJ70lNvH/G2473feKYTMer4/+gxUunbBvvQfwYEtsTv7vxeia2JerWJlqerG+yfOo2VRv//mgTdU7WPfl7S9qWqGtyW/Jrko+dWoapbZBUX7a2J997Wrmk3wFTjlU1Mpab2ic1aRvjv7tE59Xx15rG+AeX+bWqTXzFJo9PdIDUeqa+nqiHpH+rQESl54UewuHwgjrhmxofYeb4NVkmNT4mvyat3NRjM9WfVHJqDGL6+Jg4ckqZtG1Z4mNKH5OOyzU+AikxMp/4ONn35BipJZWdPj5OHD8RI/OJjxPHJsfIfOLjxO8zORbmEx9Tjk/6OZf4SKLepBiSR3xMfBezlUmrnynxNFPbk+992vjIxNc3+X3lHh+T/44mY1eO8RHSY2Q+8RFSY+QCjo8w0znk5HclU3yMb00vl0t8zHbs1NiTiBiJn5O+Y8nxLM/4SFKdyXXkEh8TPU0pO9GvmeNjctvxr6GWc3wEpj2HnCk+AtOeQ84UHyfan4iR+cTHeNvZzyFnio/xtidjZD7xkaR+JB+Xa3yMH09S+UxtT773tHaSvzMp/Z85Pib3PeM5pDZDfIx/8KkxL/lPdbr4CJnrJul1geJjQYZMA7hcTlwu15RgBtMHtKTtGcpMlssc0KYLZolXSYEmPaBl3z/Rzkx1aMkBLEPb2U/4UrdPnsTlmxBP/FtNCVip9U53wpfazkTb+STEkz/nnhBPDTbpCXGmIDfNtqTvy3RBbjKYpf7Bp/7RTw1cmbal1hM/NnOZXF6nfF+nC3paapmJwKBoycFHm9yXXE7TUspNBMVE5/NJiDMGrCz7cw2UC9hEfITcYl+mMvGfMpXLNT4mlZwaP2aIj4kjM5Wfpg5t4ruY1MfUuJdbfARSYmQ+8XGy72ravlzi48TxqfEuv4Q4OUbmEx8nfp95xcKkbSnHJ/2cS3ycOHbmOJa5TOK7OE2ZaePh1DJ5xMf48WSMeznFRybbmIxdOcZHyBIDc4yPZKl7gct8Djnxux//eUqMI+n/s5fLHB+nOza3+Jh87DTls+yf6Is2/n3MdNz0CXH2c8iZ4mNy25P/zi0+wtSEOL2tfBPifOJjon1tuoQ487aJY3NJiDNtix+fb1zTUuLh1HK51hM/fpoyM8THTO3nHB/JXDbn+Bj/pc8QA7Psg9xibwHIpFpCCCGEEEIIIRYlSYiFEEIIIYQQQixKkhALIYQQQgghhFiUJCEWQgghhBBCCLEoSUIshBBCCCGEEGJRkoRYCCGEEEIIIcSiJAmxEEIIIYQQQohFSRJiIYQQQgghhBCLkiTEQgghhBBCCCEWJUOhKhod9QKgaRqgoSX2aGjaxGstsSdejsntSWVIPlpLPjL5WC3jsdr468QrbfLIyZ+1RB1M2Ta1nanbE3UlbU+ugyltq6hp9ahT69U01ESf1JS2U8uqKWXj2yfaUuPbE59dcr2px03WqaKOH69qk597vIw62X5ym0nvSU28f8bbjvd94phMx6vj/6DFS6dsG+9B/BgS2xO/u/F6JrYl6tYmWp6sb7J86jZVG//+aBN1TtY9+XtL2paoa3Jb8muSj51ahqltkFRftrYn33tauaTfAVOP1chYLr3fSX0f/90lKlDHX2sa4x9c5teqNvEVmzxe1VL3a2R+PVEPSf9Wgejk3/xCNBEfYeb4NVkmNT4mvyat3NRjM9WfVHJqDGL6+Jg4ckqZtG1Z4mNKH5OOyzU+AikxMp/4ONn35BipJZWdPj5OHD8RI/OJjxPHJsfIfOLjxO8zORbmEx9Tjk/6OZf4SKLepBiSR3xMfBezlUmrnynxNFPbk+992vjIxNc3uUzu8TH572gyduUYHyE9RuYTHyE1Ri6C+AjZziEnvyuZ4mN8a3q5XOJjtmOnxp5ExEj8nPQdS45necZHkupMriOX+JjoaUrZiX7NHB+T245/DbWc4yMw7TnkTPERmPYccqb4ONH+RIzMJz7G285+DjlTfIy3PRkj84mPJPUj+bhc42P8eJLKZ2p78r2ntZP8nUnp/0SZ7PExa99zjY/xDz415iX/qU4XHyFz3SS9LlB8vOCEWNM0HA4H7S3LC9EfIcQiVVNTg8lkKnY3CkrioxCiEBZifASJkUKIC1eI+HjBCbGiKPh8Ps6dO4fL5brQ6ubU6OgojY2N0vcimM/9l75fHCaTCYvFUuxuFNR8jo9waX9fZiJ9Lw7p+8WxEOMjzO8YeSl/X2YifS8O6fvFUYj4WLAh0y6X65L7gHIlfS+e+dx/6bvI1Xz/vOdz/6XvxSF9F/mYz5+59L04pO/FMZ/7Ph2ZVEsIIYQQQgghxKIkCbEQQgghhBBCiEXpghNis9nMI488gtlsLkR/5pT0vXjmc/+l7yJX8/3zns/9l74Xh/Rd5GM+f+bS9+KQvhfHfO57LhQtef56IYQQQgghhBBikZAh00IIIYQQQgghFiVJiIUQQgghhBBCLEqSEAshhBBCCCGEWJQkIRZCCCGEEEIIsSgZ8j3g9OnTfPrTn+b9738/11xzDQDf/e53ef755yktLQXAYrHwyCOPFLanBZCp7wA7duzgueeew2QyUVlZyb333lvEXmY3tf+Dg4N86UtfSikzMjJCbW0tn/zkJ4vUy8wyffanTp3im9/8JhaLhUgkwvr167nzzjuL3NN0mfp+/PhxHn/8cWw2G16vl/vvv5+lS5cWuaeTNE3jySef5Pjx4+h0OoaHh9m+fTstLS2MjIzw6KOPoigK4XCY2267jeuvv77YXV4wJEYWh8TH4piP8REkRhaLxMfikPhYHBIf54+8EuJnnnmGvXv3cvvtt6ds7+/v56//+q9paGgoaOcKKVvf9+3bx5EjR/j4xz9epJ7lJlP/y8vLefTRR1PKff3rX+fGG2+c6+5NK9tn/9WvfpVHH30Um80GwN/8zd/Q3d1NXV1dMbqZUaa+R6NR/vmf/5kvfOELGI1GQqEQf/VXf8UXvvAF9Hp9EXs7SVEUNm/ezLvf/W4AhoeH+cxnPsNXvvIVvvzlL3P//fezbNkyAB5++GHWrFlDRUVFMbu8IEiMLA6Jj8UxX+MjSIwsBomPxSHxsTgkPs4veQ2Z3rRpEw899BCxWCxl+8DAAJWVlQXtWKFl6/vPfvYz7rvvvuJ0Kg/Z+p8sHA5z8uRJVqxYMYc9m1m2vsdiMaxWa+J1WVkZY2Njc929aWXq++nTp1mxYgVGoxGIr822detW9u3bV6xuZpR8xXHiyjvA0NBQIpABvP3tb+c3v/nNnPZtoZIYWRwSH4tjPsdHkBg51yQ+FofEx+KQ+Di/5HWH2O12A/Fb6cmCwSCf//znMRqNaJrGu971Ltra2grWyULI1HdVVQmFQvz2t7/l6NGjBINBrr/+ejZt2lSkXmaX7bNP9otf/II3v/nNc9Sj3GXr+913381nPvMZ3v/+97N79250Ol3KH9mlIFPfo9EoOl3qtSSn00lHRwcbN26cy+7lzOPxYLfbGR4epqysLGVfW1sbv/71r4vUs4VFYmRxSHwsjoUSH0Fi5FyQ+FgcEh+LQ+Lj/FKQSbW+9KUv8alPfYqPf/zjfOhDH+LLX/4yXV1dhaj6ovJ4POzevZuysjI+/OEP87GPfYwf//jHnD59uthdm5VnnnnmkhvuMp2NGzficDj42te+xlNPPcV1111X7C7lZMmSJezbty9xNXJgYICnnnoKgyHvR/LnzFe+8hUeeOABAoEATqczZZ/T6cTv9xepZ4uDxMjik/g4N+ZjfASJkcUk8bH4JD7ODYmPl66C/wZcLhcPPPAATz/99CU/jARg8+bNiat5Op2Ou+++m2effZbW1tYi9yw/r776Khs3bky78nQpe+SRR/jYxz5GdXU1oVCIT3/609x7772sXLmy2F2blslk4i//8i/5l3/5F0wmE2VlZWzdupWamppidy2jb3zjG1x77bW0trbi8XgIBoMp+0dHR1OGHomLS2Lk3JP4OHfmW3wEiZGXEomPc0/i49yR+Hjpuijffp1ONy/+sMrKyohGoynbVFUtUm8uzPe//33uuuuuYncjZ0NDQzidTqqrq4H4cxT33Xcff/jDH4rcs9w0NTXx0EMPsX37du655x6OHz/O2rVri92tNE888QS1tbXccMMNQHwIj8fjSSlz6tSpefUf74VAYuTckvg4t+ZLfASJkZciiY9zS+Lj3JL4eGkqSMQJBAKJn1VV5cknn+Taa68tRNUXncPhSBne8utf/5otW7YUsUf56+jowOVy4XK5it2VnLndbrq6ulKerdi1axfLly8vYq9mZ8+ePVRXV2MymYrdlRRPPvkkLpeLt771rSnby8vLOXbsWOL1D3/4w3k1VGo+khhZPBIfi+tSjY8gMfJSIfGxeCQ+FpfEx0tHQYZMf/azn0Wv12MymRgZGeG2226jpaWlEFVfdA8++CCf+9znsFgsxGIx1q9fP+/+qL7zne9wzz33FLsbedHpdLznPe/h4Ycfxul0EolEaG5unjdrmf30pz/l1KlTRKNRKioq+MAHPlDsLqXYvXs3jz32GJs3b2bHjh2J7Q888ADbt2/n0UcfRdM0xsbGuOmmmy6ppQoWIomRxSPxce5d6vERJEZeSiQ+Fo/Ex7kn8fHSpGjTTTsnhBBCCCGEEEIsUJf+QxpCCCGEEEIIIcRFIAmxEEIIIYQQQohFSRJiIYQQQgghhBCLkiTEQgghhBBCCCEWJUmIhRBCCCGEEEIsSpIQCyGEEEIIIYRYlCQhFkIIIYQQQgixKElCLIQQQgghhBBiUZKEWAghhBBCCCHEoiQJsRBCCCGEEEKIRUkSYiGEEEIIIYQQi5IkxEIIIYQQQgghFqX/B/i9odny84mDAAAAAElFTkSuQmCC",
"text/plain": [
"<Figure size 1200x1200 with 12 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import pandas as pd\n",
"import geopandas as gpd\n",
"import matplotlib.pyplot as plt\n",
"\n",
"# Helper function to grab data from the sheet - each has the same structure.\n",
"def read_data(sheet_name:str):\n",
" return pd.read_excel(\n",
" 'D:\\\\ashetable332022provisional\\\\PROV - Home ITL (3) Table 33.9a Paid hours worked - Total 2022.xls',\n",
" sheet_name=sheet_name,\n",
" header=5,\n",
" usecols='A,B,D,F',\n",
" names=['Location', 'ITL_Code', 'Median_Hours', 'Mean_Hours'],\n",
" skipfooter=5,\n",
" na_values=['x'], # based on inspection of the dataset where they used x for e.g. \"not available\"\n",
" index_col=1 # 0-based: ITL_Code\n",
" )\n",
"\n",
"\n",
"# Create full time and part time datasets and calculate their min and max\n",
"\n",
"full_time_data = uk_itl2_regions[['ITL221NM', 'geometry']].join(read_data('Full-Time'), how='inner', rsuffix='all') \\\n",
" .join(read_data('Male Full-Time'), how='inner', rsuffix='_Male') \\\n",
" .join(read_data('Female Full-Time'), how='inner', rsuffix='_Female')\n",
"full_time_vmin = pd.DataFrame.min(full_time_data[['Mean_Hours', 'Mean_Hours_Male', 'Mean_Hours_Female']].min()) - 1\n",
"full_time_vmax = pd.DataFrame.max(full_time_data[['Mean_Hours', 'Mean_Hours_Male', 'Mean_Hours_Female']].max()) + 1\n",
"\n",
"part_time_data = uk_itl2_regions[['ITL221NM', 'geometry']].join(read_data('Part-Time'), how='inner', rsuffix='all') \\\n",
" .join(read_data('Male Part-Time'), how='inner', rsuffix='_Male') \\\n",
" .join(read_data('Female Part-Time'), how='inner', rsuffix='_Female')\n",
"part_time_vmin = pd.DataFrame.min(part_time_data[['Mean_Hours', 'Mean_Hours_Male', 'Mean_Hours_Female']].min()) - 1\n",
"part_time_vmax = pd.DataFrame.max(part_time_data[['Mean_Hours', 'Mean_Hours_Male', 'Mean_Hours_Female']].max()) + 1\n",
"\n",
"\n",
"# Helper list for the plots\n",
"full_time_plots = [\n",
" ('All: Full-Time', 'Mean_Hours'),\n",
" ('Male: Full-Time', 'Mean_Hours_Male'),\n",
" ('Female: Full-Time', 'Mean_Hours_Female'),\n",
" ]\n",
"\n",
"part_time_plots = [\n",
" ('All: Part-Time', 'Mean_Hours'),\n",
" ('Male: Part-Time', 'Mean_Hours_Male'),\n",
" ('Female: Part-Time', 'Mean_Hours_Female'),\n",
" ]\n",
"\n",
"fig, axs = plt.subplots(2, 3, figsize=(12, 12))\n",
"axs = axs.flatten()\n",
"\n",
"# Full time plots\n",
"for ind, p in enumerate(full_time_plots):\n",
" ax = axs[ind]\n",
" full_time_data.plot(column=p[1], ax=ax, cmap='Blues', vmin=full_time_vmin, vmax=full_time_vmax, legend=True, legend_kwds={'orientation': 'horizontal', 'pad': 0.02})\n",
" ax.set_title(p[0], fontsize=12, fontname='Open Sans', fontweight='300', color='#222222')\n",
" ax.axis('off')\n",
" legend_axis = ax.figure.axes[ind+6]\n",
" for label in legend_axis.get_xticklabels():\n",
" label.set_fontproperties({'family': 'Open Sans', 'weight': 300, 'size': 9})\n",
" label.set_color('#222222')\n",
"\n",
"\n",
"# Part time plots\n",
"for ind, p in enumerate(part_time_plots):\n",
" ax = axs[ind+3]\n",
" part_time_data.plot(column=p[1], ax=ax, cmap='Greens', vmin=part_time_vmin, vmax=part_time_vmax, legend=True, legend_kwds={'orientation': 'horizontal', 'pad': 0.02})\n",
" ax.set_title(p[0], fontsize=12, fontname='Open Sans', fontweight='300', color='#222222')\n",
" ax.axis('off')\n",
" legend_axis = ax.figure.axes[ind+3+6]\n",
" for label in legend_axis.get_xticklabels():\n",
" label.set_fontproperties({'family': 'Open Sans', 'weight': 300, 'size': 9})\n",
" label.set_color('#222222')\n",
"\n",
"plt.suptitle('Mean Weekly Hours Worked by ITL2 Home Area\\n(Annual Survey of Hours and Earnings (ASHE) 2022 provisional edition)', fontsize=16, fontname='Open Sans', fontweight='300', color='#222222', y=1)"
]
}
],
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