{ "cells": [ { "cell_type": "markdown", "id": "ddf54854-6df8-4721-b3b8-f3a74e48ef6d", "metadata": {}, "source": [ "# Poverty in Marseille with granular data" ] }, { "cell_type": "markdown", "id": "501bd25c-301f-4083-be14-04d1b5d6ccf2", "metadata": {}, "source": [ "## Import modules" ] }, { "cell_type": "code", "execution_count": 1, "id": "1cb6646b-e34b-447b-8798-70e5c19ccb1a", "metadata": {}, "outputs": [], "source": [ "import io\n", "import re\n", "import urllib3\n", "import warnings\n", "import zipfile\n", "\n", "import geopandas\n", "import matplotlib.cm as cm\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "import py7zr\n", "import requests\n", "from shapely.geometry import Polygon, Point\n", "\n", "from pynsee.geodata.get_geodata import get_geodata" ] }, { "cell_type": "markdown", "id": "92a1747d-bc05-47de-97d0-d385ce2530ab", "metadata": {}, "source": [ "## Retrieve sample dataset from INSEE (filter VAR departement)" ] }, { "cell_type": "code", "execution_count": 2, "id": "c5dd034b-4441-4456-a39b-95c8b42826f9", "metadata": {}, "outputs": [], "source": [ "URL = \"https://www.insee.fr/fr/statistiques/fichier/4176290/Filosofi2015_carreaux_200m_csv.zip\"\n", "\n", "def _download_data_var_departement(url):\n", "\n", " try:\n", " # Note: the dataset will be cached on your local disk at first download\n", " return pd.read_parquet(\"poverty_marseille.parquet\")\n", " except FileNotFoundError:\n", " pass\n", "\n", " with warnings.catch_warnings():\n", " warnings.simplefilter(\n", " \"ignore\", urllib3.exceptions.InsecureRequestWarning\n", " )\n", "\n", " results = requests.get(url, verify=False)\n", " obj = io.BytesIO(results.content)\n", "\n", " with zipfile.ZipFile(obj, \"r\") as zip_ref:\n", " sevenfile = zip_ref.namelist()[0]\n", " obj = io.BytesIO(zip_ref.read(sevenfile))\n", "\n", " with py7zr.SevenZipFile(obj, mode=\"r\") as z:\n", " file = [\n", " f for f in z.list() if re.match(\".*metropole.csv$\", f.filename)\n", " ]\n", " file = file[0]\n", " with z.read([file.filename])[file.filename] as f:\n", " obj = io.BytesIO(f.read())\n", "\n", " data = pd.read_csv(obj, dtype=\"str\", sep=\",\")\n", "\n", " # filter data on Var departement\n", " data13 = (\n", " data[data.Depcom.str.contains(\"^13\")].reset_index(drop=True).copy()\n", " )\n", "\n", " data13.to_parquet(\"poverty_marseille.parquet\")\n", "\n", " return data13\n", "\n", "\n", "data = _download_data_var_departement(URL)" ] }, { "cell_type": "markdown", "id": "6cb4d5c2-df7e-44d9-ac2d-2898071da9ff", "metadata": {}, "source": [ "## make geographical squares and construct GeoDataFrame" ] }, { "cell_type": "code", "execution_count": 3, "id": "ba707466-e20a-4b5e-b0e8-d4a93e8d2214", "metadata": {}, "outputs": [], "source": [ "# Extract latitude and longitude from data\n", "geoms = data[\"IdINSPIRE\"].str.extractall(\"^CRS3035RES200mN(?P[0-9]+)E(?P[0-9]+)$\")\n", "\n", "# construct squares using translations \n", "sideLength=200\n", "north_west = geopandas.GeoSeries(geopandas.points_from_xy(x=geoms[\"lon\"], y=geoms[\"lat\"]), crs=3035)\n", "north_east = north_west.translate(xoff=sideLength, yoff=0)\n", "south_east = north_east.translate(xoff=0, yoff=-sideLength)\n", "south_west = south_east.translate(xoff=-sideLength, yoff=0)\n", "geoms = geopandas.pd.concat([north_west, north_east, south_east, south_west], axis=1).apply(Polygon, axis=1)\n", "geoms.name = \"geometry\"\n", "\n", "# join to initial data\n", "data = geopandas.GeoDataFrame(data.join(geoms), crs=3035)" ] }, { "cell_type": "markdown", "id": "7d15ce9a-6a50-4800-b168-968424c5afd1", "metadata": {}, "source": [ "## download geographical data from IGN API using pynsee" ] }, { "cell_type": "code", "execution_count": 4, "id": "5f3059d3-4cec-4a48-8f14-1f3a7947e079", "metadata": {}, "outputs": [], "source": [ "arr = get_geodata(\n", " \"ADMINEXPRESS-COG-CARTO.LATEST:arrondissement_municipal\", crs=\"EPSG:3035\"\n", ")\n", "\n", "# filter geographical limits of Marseille city\n", "marseille = arr[arr.nom.str.contains(\"Marseille\")]\n", "geoMarseille = marseille.geometry.union_all()\n", "marseilleMap = geopandas.GeoDataFrame(marseille, crs=3035)" ] }, { "cell_type": "markdown", "id": "424c1aca-6fe0-40a5-893c-36f5317c392c", "metadata": {}, "source": [ "## compute percentage of poor households for each 200m square" ] }, { "cell_type": "code", "execution_count": 5, "id": "4b4a263e-65f1-4058-a7d9-1cefe4f9d70a", "metadata": {}, "outputs": [], "source": [ "# filter dataset on Marseill city\n", "\n", "data[\"check_marseille\"] = data.intersects(geoMarseille)\n", "dataMarseille = data[data[\"check_marseille\"]].reset_index(drop=True)\n", "\n", "# compute percentage of poor households for each 200m square\n", "cols = [\"Men_pauv\", \"Men\"]\n", "dataMarseille[cols] = dataMarseille[cols].apply(pd.to_numeric, errors=\"coerce\")\n", "dataMarseille[\"Men_pauv_pct\"] = (\n", " dataMarseille[\"Men_pauv\"] / dataMarseille[\"Men\"] * 100\n", ")" ] }, { "cell_type": "markdown", "id": "fbf0c682-0714-453d-87f3-f16a38a2ddb9", "metadata": {}, "source": [ "## make plot" ] }, { "cell_type": "code", "execution_count": 6, "id": "08199223-c715-4f14-9694-455de29a249d", "metadata": {}, "outputs": [ { "data": { "image/png": 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aufpYREQk9wUwSpEH2xUREREfweAJpx/wwJbFCTO2eBQRERHxBapBISIiUgCxYwHn6rM2xuzZs61l119/vYITIiIi4rOUQSEiIlIA/fvvv1ZnBTdOg2CxRaW5i4iIiK9SDQoREZECjHP8mzRpgr/++kvBCREREfFpyqAQEREREREREccpg0JEREREREREHKcAhYiIiIiIiIg4TgEKEREREREREXGcAhQiIiIiIiIi4jgFKERERERERETEcQpQiIiIiIiIiIjjFKAQEREREREREccpQCEiIiIiIiIijlOAQkREREREREQcpwCFiIiIiIiIiDhOAQoRERERERERcZwCFCIiIiIiIiLiOAUoRERERERERMRxClCIiIiIiIiIiOMUoBARERERERERxylAISIiIiIiIiKOU4BCRERERERERBynAIWIiIiIiIiIOE4BChERERERERFxnAIUIiIiIiIiIuI4BShERERERERExHEKUIiIiIiIiIiI4xSgEBERERERERHHKUAhIiIiIiIiIo5TgEJEREREREREHKcAhYiIiIiIiIg4TgEKEREREREREXGcAhQiIiIiIiIi4jgFKERERERERETEcQpQiIiIiIiIiIjjFKAQEREREREREccpQCEiIiIiIiIijlOAQkREREREREQcpwCFiIiIiIiIiDhOAQoRERERERERcZwCFCIiIiIiIiLiOAUoRERERERERMRxClCIiIiIiIiIiOMUoBARERERERERxylAISIiIiIiIiKOU4BCRETyzZdffonvv/8e/iwxMRG33XYbSpcujYCAALzzzjvwR9WqVcN9990Hf9OpUydceuml+bqtYsWK4bnnnkNB9Mknn+Diiy9GuXLlULRoUbRp0wZ//PHHGddzuVx47bXXUKVKFURERKBt27aYM2fOGdfbtWsXrr76akRHR6NEiRK44447EBsbm0+PRuz8+++/1ufVggULMr0eP894PRERpyhAISIi+aYgBCi+/vprfPPNN9YX+dmzZ6NPnz5OD0kkx15++WVUrVoVI0aMwK+//orzzz8fV1xxBb766qt01xs2bBiGDh2KQYMG4X//+x/Kly9vBTY2bdqUdp2kpCR0794d69ats97n3OaECRNw4403OvDIxFOzZs2sz6v69es7PRQRkUwFZ75aREQKqri4OOtMqGTPmjVrUKFCBfTt2xe+Ts+xnM2iRYtQqlSptL+7deuGLVu24M0338Qtt9xiLYuPj8err76KRx55xApQUIcOHVCnTh3reh999JG17JdffsHKlSuxevVq1K1b11pWvHhxK2gxb948tGrVCoVVSkoKUlNTERISkq/3y8wXZn25s2NERHydMihERHzUrbfeioYNG2LcuHHWz/DwcDRv3txrWjUzE3jmk9epWLEinn76aesLsed6pu3yDBoPQIoUKYLHHnvMWrdz507069cPZcuWtQ5m69Wrh3fffTdH21+8eDF69uxpbb927dpWtoFnOv20adMwduxY67q8uNPmuYzjKlOmjPVFunXr1hg/fvwZj/O///5D06ZNrXFwPJMmTUKTJk2sfeWJj7Nz587WOGJiYqwzuPv27TvrPt+6dSuuueYa6za8LQ+sli9fnm5axFtvvYXt27enPQYezJ3L88eDlpdeesnadlhYmLX/mXaf0fTp03HBBRdYzxEPKPv3749Dhw6lrec4OB4+F3feeSdKliyZpQPCDz/80DqDzsfMM+f79+/P1j4h3i8PVDNLFefZdb7mOEWAj5Nn4C+77DIcPXo07TpHjhzBwIEDrXW8DvfXxIkTvY6bB8M8CI6KirKe640bN6Zbz33DfcR9xX3Gfcd9eDac3sDngM8X99/8+fPPuM7MmTNx4YUXWvuEUxkaNWp0RsZBRll5nvl+4OPh/m3fvj0iIyOt1w6zEM6Gr8uWLVtaY+L7iFNXmMlwNp7BCTe+xzhVw23WrFnWNI3rrrsubVloaCiuuuoq/P3332nL+Frn+9IdnCC+rznVw/N67ulFfI1UrlzZ2od8vyQkJGDJkiVo166d9Vrj/s/4WvNmx44d1tj4GcbnrXr16mmBlMye14xTd7xNe/r999/PeJ8/8cQT1nPO54qfhzfccAN2797tdfoQXxfcH3zOly5dmvZ5x884vi45Veyee+7BiRMnzvo4s/L55/7c4f5u3Lixdb9//fWX1ykefE752c/9z3EMHjwYycnJZx2HiEheUoBCRMSH8UsvD9h4YPfzzz9bXzZ5gOh5sP32229b87y5nF9EH3/8cbz33ntWECEjHqjzYI4p2jfffDMOHjxozSXnl1emevOLM7/YM2iRk+0zq4Bp3/xSzy/S/LLMs6nEs6xcxoMPBhB44XZp8+bN1sEqp04wzZzX6dWrlzUuz33Ro0cP68s09wX3Cb/Ye46VuF0eHPBA7aeffsKnn35qHYxcfvnlme7rY8eOWbdjkOXjjz/Gt99+a+0fHogyIEFjxozB9ddfb83Xdz8GHkyfy/PHdTxI4r7i/uX+u/vuu/HBBx+kXWfhwoXWgR4f++jRo610e16XwSDPQBE9+eST1lnTH374AW+88Uamj/nPP/+0LgxSMCjFANL999+frX2SVTwDz23w4I5BBz4+ZqLwoJR4lpePka9NvhY5rvPOOw+XXHLJGQepPIjlY2NNBAZkNmzYgJtuuiltPfcJ9w33EfcV9xkPJrl97ks73C7rJzC49ttvv1kZBDzwdY/RfVDHMTGQxn3M1/qAAQOs4EpmsvI8uwM5fB/xeny9MdjAMXG/n+0gnQfXPBD//PPPrYAIgzKeQays4oGw51QAZg0RD/A98Trbtm2zMnXc18t4HR4Uc5l7G24cJwMvDNLwtcEpIXzt8XOJnwt8zrjda6+91nosmeFB9rJly6zPJQY2n3/++XTvi6w8r9nB9+9TTz1lfV7yfcPgRceOHc84uGcwgK/TF154wQoYMBjDwFrv3r2tAAef39dff90a0+23357pfWb1848YXHrggQesz3LuDwYxvGEAj2Pg+4iBlFWrVvltTR0RKUBcIiLik2655RYXP6anTJmStuzIkSOu6Oho1xNPPGH9HRsb64qKinI9+eST6W47YsQIV0REhOvAgQPW36NGjbK29dprr6W73lNPPeUKCwtzbd682esYsrv9Dz/8MO06x48fd0VGRrpefPHFtGUdO3Z0XXLJJZk+7pSUFFdSUpLr4osvdt1www1pyx977DFXTEyMNSa3GTNmWPfLfeV24YUXui644AJXampq2rKVK1e6AgICXGPHjrW933fffde6zqpVq9KWHTx40FWkSBHXww8/nLbswQcfdFWtWtWVG8/f/v37XSEhIWl/u/Fxly5d2pWcnGz9feWVV7qqVKniSkxMTLvOhAkTrO3/+eef1t98Dvl3jx49XFnBx1CpUiVXfHx82rKhQ4da4+FzkJ19wvt944030m1/+PDh1nI3Pu9XXXWV7XhGjhzpCg4Otp4rT61bt3Zde+216V5DvP99+/alLXO//rZv3279/ccff1h/jx8/Pu063Hfch55jyPh6vP76613Vq1dP2+/0xRdfWNvivqH58+dbfy9btsyVVVl9nnkf3Lbn69T9vH7zzTdZvj9u7+TJk9Z795NPPnFlx3fffWfd35gxY9KWvfTSS9bnREajR4+2rrtz507r71q1arnuuuuuM67HfdytW7czXnsJCQlpy66++mprW+PGjUtb9tdff1nLlixZkumY+Xp47733bNdn5Xl1j+vee+9Nd1vuB17P7jOS29yxY4d1Hb4nPV9bfM63bduWtoyfSbwPz8814mPm+2zFihW2jyGrn3/uz505c+aku/3UqVOt5Xz9en4mcj94PhbuJx0eiIiTlEEhIuLDmAXAjAfPv7t27Yq5c+empV4fP37cOsvIs3fuC6/Ds48rVqxItz2e+fU0ZcoUa/tMbfYmu9vnWWE3pmhz6gDP7J4Nr8OzmkyXDg4OtuZp8yy7Z4o6syAuuugi6wyiG9PgmT7udvLkSSv9nuPlGVT3eDlXnmcvvaXru82YMcNKjfY8c8xt86w7zyjnxfPHnzxjzvF6YpYGp1q4Hz/HxgwQz/nr3NdMUc84tozPcWZ41pdZHW7MWOB43BkeublPWKSPZ5GZRcDnIeNZcT7fPKvM58rztcb7yvi88YwwU9I9x03u1xrHzQwHZqu4cd9xSkJm4+bzwUyeoKCgtGWc3uKpZs2a1rZ59ppnsjNOibHbblaeZwoMDLReI258b3IqwNneR5w6xH3FqT18D3F6CN+7WZnm4cYsBGZ1sEsNp/vkJb72OE3Ejc87H7vn+4XLyJ2tw9eM52vDxMbMa4tTjFiUk9k0OXles4NTWZidwvcz93WlSpWs5Rn3Nadh8HPHjes5ZYrZG56Pg/uCjz2zDhtZ+fxz42uAU0gyw+1x/1155ZVpy7h/8vp5FxE5GwUoRER8mOdBmBvnWbvnOx84cCDtCzoPwNwXpjJTxjR83tYT08aZZm8nu9vnAbMnHoCwwF5meNDBlGceODIVeurUqdaXZ6boe96Wj9nb/mAKvNvhw4etwARTmz3HywtT0TOblsDbZtw/xGU5SZPPyvPH+3Qvy3gdct9vdsbm7Xp2vD1f5N7vublPOCWI04OYSs4aAJwmw1R890EmX2ucSpLxeWPdhqy8zjKO2/N1kdVx83nJeDsGIzjn341FHzn3nweKnI7Ax8FpMJnVSsjq80wMRngeuGflfcTXNgNWfO1zygSDdHwP8bGc7f3nxgNnvuf43GSsjcHHzOkQGbfFx8UpHFzvvp5nTRHP62U8kPb2HGZ87BmfV05J8HxtuOt+cCpXly5drNcYP5s4pYTTJrLzvGYV9ys/r/i5ySlpnOblriuTcf9kfL7dn6cMCng+DgaT+Nxl9vmUlc8/u/u12x7v2/3cZee2IiJ5SV08RER8mLezs3v37k2re+D+0s8v455n6txYLM5Txv72PNPmWQwvo+xuPyd4xpMHppzL71knwj2v3Y2P2dv+8KznwIMePkbOD/d2JtBbQUDPx7p27Vqv+9vbWcrcfP74GJg94nkdz/X86a3Ip7exZXyOz0VW9wmzMFhDwttBued1mD3BC5/zkSNHWr/XqFHDOtDn9njG+YsvvsiVcWd1f3ni85Lxdqw5kfHAkwfxPIvO1ygDao8++qj1estYqNNzPFl5nnOKdQaYLcH3qfvAn2fmsxpE4oEzs014sMttZOw04a4rwdcCCy+6sa4Ei566O8XwehkDNQxA8XbM7jhXfL14FrF0f/7weePribU3WGOEQS1mp/B++frK6vPKgMXZXses2cDMCWbPMOvBHdzxJuN70f08s+6ItwyHzILFWfn8s7tfu+0xq4ePzzNI4X5Niog4RRkUIiI+jGcj//nnn3R/T548Oe3LLQtc8uwb079btGhxxoUBiMwwlZzb5xlYb851+xl5OxPsDkR4njnlF36eBfbEDgUcKws3ujGV3/MgjNNKOGYW5vQ2XrupLO50aR5ceR6Q88s79zfX5cXzxwNdHgyyIKAnHvzwYNGd4s77ZwDHswgfz+KzMGNOx5YVWd0nTHF3F0P1HJ+dWrVq4ZVXXrEO2Ny342tx06ZN1kGat+cuu+PmAahnBxDuOx5cZra/+HywgKVngUUWNbTDA3MWc+V0DxZ6tctWyOrznFN8D/Gg1DOwwG1npSMDAxvMnOCBOafgMLMgI05n4HLP8fPglsEMPn43boedKtavX59uGhkztTyvl1N8/2b2+cOAAT8nGKDgY3dP98jq8+rtdZyxiwz3NfezZxDgu+++y9L4GcDhffB17u01nlmAIiuff9nB7RHfE27cP/ycERFxkjIoRER8GA/gWN2dqfA8M8pq6zwj+dBDD1nruYzTItgejkEEpppzHjG/ALNKPjtiMMBgh1Mh2AqUXRmGDBlinW3kbTlXmt0PznX7GbGWAdOyebDAM3j8Qu7+0s7uDvyCzAOmoUOHpjvT7B4rO4GwxgIr2PPgnPuFWRHuM5nEqvmcx84zqH369LHODnLsPGDm3Ho+Bm+4bvjw4db2eYDDs6nsJsE55u79ndvPH8fOzgUcM++vTZs21kEiOxq8//77aXPmmbrOg0S2LeT1eZaT+4sHXrlx4Gcnq/uE8/lZ/Z8HPWypyG4fGbsLMMOAbUPZyYWBJL4GGOxw1xxgJwZOLeDzw4wEHrTzOWZ2DQ+e2ekhqzhe7ht29uA+Z9o69yfT2pldY4f7lI+BY2X3Fb7OWdvAcyoAOzcwy4Np+swe2LNnj7Vtdp6xmzKQ1ec5p9z7kM/XXXfdhZUrV1ptRzNOo/CGdTnY5YIZCAwMemYDcJzEMbM7DDMYOM2AtUL4XmTggc+V5+uAgSd2zOBP1oThevfzkRcY9GP2B7Nw+Nrja4X7lI+dU9Oy+ry6x89gE9+vfL/xOeIUDk/MBOFrnc8nXwNcz6keWcGgBrsisZsS24pyv/C9wH3O1xX3mV2wKquff1nFui0cP9/HDKwx+MPtZ8wgERHJd46W6BQREVusxt6gQQPX//73P1f9+vVdoaGhrqZNm7pmzpx5xnV/+OEHV8uWLa3OGkWLFrWuN2TIEKsbhmeXA3YTyIhV5vv27esqUaKEKzw83FWvXr0zKuLndPuNGzdOV2Ge1e579erlKlasWLoK+vPmzbO2z/uvXbu266uvvkp7/J6mT5/uatKkibUvuE+4b6pVq+Z66KGH0l2Plep5P6x6zzFzm3fffXdalwc7W7Zssbo8sNMGO5Cw80DGbg3Z6eKRleePHTNeeOEFq8MEq/5zrB9//PEZ2/v3339dbdu2tbop8Lm69dZbrY4aGbs9sLNCVmS1Y0FW9gk7ttx2223WuEqVKuV6+umnXW+99Va6bgCvv/66q0WLFtZzwq4LzZo1c33//ffptnP06FHXoEGD0vZF+fLlreeR+zCzTjCLFy+27oudCtzYYYb7iGPiPuO+4z705G1bv/32m6tOnTrWbZo3b251Q+CY3a/VNWvWWB0nKleubF2nQoUK1v3s3r070/2dleeZ98F9k5Hn/dv5+uuvXTVq1LDeQ23atLHeU96e44y43+wuntiB4pVXXrG6b/Bxs7vKrFmzztge3+N8vbCDCN/n/fv3t55XT97G5e2xZ+U1zS40d9xxh6tu3brWe53PNzsA8fFn53klfp49+uijrrJly1rr2JGEr9GM74lhw4ZZ+8H9fli3bt0ZnWwy61g0ceLEtG40vPBz4pFHHrG6/GQmK59/3j43vXXxoMOHD1uf/RxDyZIlrc48fAw6PBARJwXwf/kfFhERkbO59dZbraruGTtlyGlMJWcGBs/+sguIL9HzJ+LbmGXBDAJmhvgjX/78ExHJKU3xEBERv8E0cxZS5NQQpmkzJZpTRZhSLiJSkOnzT0QKAwUoRETEb3B+NFtVsgYDCxSyXgHn9UdFRTk9NBGRPKXPPxEpDDTFQ0REREREREQcpzajIiIiIiIiIuI4BShERERERERExHEKUIiIiIiIiIiI4xSgEBERERERERHHKUAhIiIiIiIiIo5TgEJEREREREREHKcAhYiIiIiIiIg4TgEKEREREREREXGcAhQiIiIiIiIi4jgFKERERERERETEcQpQiIiIiIiIiIjjFKAQEREREREREccpQCEiIiIiIiIijlOAQkREREREREQcpwCFiIiIiIiIiDhOAQoRERERERERcZwCFCIiIiIiIiLiOAUoRERERERERMRxClCIiIiIiIiIiOMUoBARERERERERxylAISIiIiIiIiKOU4BCRERERERERBynAIWIiIiIiIiIOE4BChERERERERFxnAIUIiIiIiIiIuI4BShERERERERExHEKUIiIiIiIiIiI4xSgEBERERERERHHKUAhIiIiIiIiIo5TgEJEREREREREHKcAhYiIiIiIiIg4TgEKEREREREREXGcAhQiIiIiIiIi4jgFKERERERERETEcQpQiIiIiIiIiIjjFKAQEREREREREccpQCEiIiIiIiIijlOAQkREREREREQcpwCFiIiIiIiIiDhOAQoRERERERERcZwCFCIiIiIiIiLiOAUoRERERERERMRxClCIiIiIiIiIiOMUoBCR3JWYCMycCUycCCQlOT0aERERERHxEwpQiEjuOXgQ6NABaN8e6N4dqFIFeOcdp0clIiIiIiJ+QAEKEckdu3YBHTsCmzYBU6YAixYBF18MDBoELFzo9OhERERERMTHBbhcLpfTgxARP8aPkD/+AB58EEhNBSZNAurVM+tSUoAGDYCaNYGxY50eqYiIiIiI+DBlUIhIzhw7Bjz1lJnOceWVQP36pvaEOzhBQUHAc88Bf/8NzJnj5GhFRERERMTHKYNCRLJv507g0kuBDRuAdu1M9kTPnt6vy6yK888HKlQwhTNFRERERES8UIBCRLJn82bgwgvN78yMaNTo7Lf58kvgttuA/fuBUqXyfIgiIiIiIuJ/gp0egIj4mfvuA0JCgBkzgIoVs3abMmVOtyAVKUB6xPT3ujyxRR3b24TtjrVdN27VK7kyLhERERF/pACFiGTdjh2mCOabb2Y9OEGhoeZnp05A8+ZApUomyMF6FTfcYH7fu9fUtahVK8+GLyIiIiIivksBChHJGgYPWHeiXDkTVMgOth/lNI/584HFi00LUmZTbNkCDBkCBAaa3xmoWLYsfaFNEREREREpFFSDQkSypndv4N9/TaeOrNSdyIrly4F33wWio4E2bYAnnzTbZttSET+d4lE0NR5PB89B2fjDSAoMRmJgMJICgrE9shQmlG+OVfGl4QoI8Lo9TfEQERGRwkwZFCJydsnJpiDmiy/mXnCCuK3PPz/9d1IScPPNwLx5QKtWuXc/IvkkzJWE5+Mmo2xgHP6u0AKhqSkIcSUjNCUJjY5uRbe9S7A3uChGlr0I06PrAzaBChEREZHCSBkUIpI1zZoBTZoAI0fm3X2kpJiWpKxRMWFC3t2PSB5kUAS6UvFs3D9onLwbg1rchXVFK6W/ssuF82K34Y7V49Dk5FbsCC2BWdF1rMu68ApWVoUyKERERKQwUwaFSGGVmmpqP7ixBsRnnwHTpgHVqgF1656+8Czvzp1A7dp5O6agIOCFF4BrrgEWLjQFNUX8gcuFB+JnoUXyDgyN7HZmcIICArAqpiqeqXI9mh3fjAuOrUP3I0tx3cE5OBAcjVnRtYF/upo2vsH651lEREQKH2VQiBQWs2YBDz0EbN0K1KhhAgAMCJQsCRQtCqxZY2pBdO8O7N5t/j5w4PTt69c3NSjcLUPzcjpJ+fJA//7AsGF5e19S6HTu9prtuoBk7/8cBsfGp8uSqHlyD+qf2IEd4SWxOLoGiqTE4+Gtf6Ld0bV4o+rlmFyyMY7Wj7G9n6LrjntsLwUNjm1H+8Or0O7IGpRJPIrYoAjMiamDcaWaYVVUZet6ExY+n8NHLCIiIuI/FKAQKajtQD/5BFi/Hti4EdiwAThyxGQk9OhhlrVoYc7SHjwIHD5spnBcdx1QpMjp7Rw6BKxda7IrunUDSpXKn/HfdRcwbhywenX68Yg4FKAonXgUN+6egU6HVyAyNREpCEAQXIgPCAarSLAQ5ltVL8fsYnWt22Q1QJGOy4Xax3eg/eE16HBkFUolxmLAefdgb1hxBShERESkUFCAQqQgTt2oU8cEHho3BmrVAmrWBBo2BHr1MlkTvm7dOqBpU9PO1LOIpkg+ByiYMTFg9Vhcvn8eTgaF4c/SLa2sifWR5VEzzmRSBLpcmFGsPvaFFUu7XY4CFBwD67AACE9JxGerPsKy6Kp4o9qVClCI/2ALaQa3+W9QbKypXRQR4fSoRETET2iSq0hBDFBwaganczz3HPwSAyzvvw/cfjtw5ZXAJZc4PSIpwMrFHUKQKxVxrlDEBYUiPijUqhcR4ErFI2t/Q7d9i/Ft+Y74rUwbs+6UNUUqWZe8wPuZWqIheh1YhKLJJ/PkPkRyPbDMTLtt29Ivr1oVGD8eqFfPqZGJiIgfUYBCpKDhtA3WkWBbUH8NUNBttwH33w+sWqUAheRpcOL7mW+kW5aKACtQkRQYhKJJcXi92hWYWiIX2+tm0a9l2loBiv47p+T7fYtkCzN/+JkdEgKMGmVqG5UoYTL2WPR4+HAz7VBEROQsFKAQKWhY3PL4cWD+fFNbonhx+CXWzDh50px9E8kjVU/ss34ObdQXya4gRKQkIPLUJSI5AWuKVsaiEGdeg0dDiuDLChfh/u3jgDlzgDZtHBmHyFl99BEwe7bpAtWhQ/p1t9xi1r/3HhAW5tQIRUTETyhAIVJQsCDmgw+a4pIsZvn006Yrh79itxFSgEJsdL3wZa/LXcEe7XMzCmJJy9PKxR1GYkAQZpY5D4GxyV5v0uDTVbabG7fpPK/Lg+ekvx9Pc7591nbdBde/le7vn2pchIuPLYOr1zW4/eIHkerZGviU2d8/Yrs9kTzHUmYffADceOOZwQnq1890ZGImxXffma5RIiIiNjL5FicifiE+Hnj+eaBRI9P1gl8A2cXjpZfMdA9/D1BUqeL0SKQAKx93CHsjiiE1wDf/OWRA4s3mV6He4Z24YuNsp4cjciZmTbD+RN++3tfXrQuMHQvMmAFccAGwaFF+j1BERPyIHx+9iBRinMLBL3mbNwMvv2zagD72mMmaiIxEgTB6tMmeKFvW6ZFIAdHq4FpUP7kXq4tWRvfdi1A64QiqntiPTVG+/RpbWbIq/qjZGnctHY+plc/H4XA/zoySgpe517u3CTx07Wp/PdZF4jQltrJmi+sBA8y/XaxVISIi4sE3TxmJyJnmzQNefBHo2NEUH+PPW28FKlQAliwxX/YKSnAiKckEKO65B/CS0i6SEw+s+xMDNozH8EWfodmhDVaNh/XRFTCuQkv4uhGNe8EVEICBS8Y6PRSR0377zXSOYpcOFsjMDLt4MLD+7rvAjz8CtWsDI0aYApsiIiKnKINCxB/MnAm0bw/ExAAXXQS88w5w4YVApUpAsWIocJgRkpgINGvm9EjExzU7vAFFk04iNiQSR0KK4HhwOK7cMxcHQ6MxunJ7q10oRSedRPn4w3i9/tXYXqQU1hWthKRA//kn8GhYEStI8cT8XzC+WnMsLFfb6SFJYcfaE3/9ZbInslrviNMO2Z3p+uuBp54C7r0X+PRT01aa/8aJiEih5z/fzkQKs9KlzU9mFbDPfGF4vBERwCuvmLThUweZIp6KJMfh1RVfIwipXtffvXEcZpesh33hMQjkwRSnSxSriu1FTr2f/MyfNVuh69bFGDrnB9zSY5CmeoizPv/cBM/Z0jq7ypQxt+dUj/vuM8U1b7oJeP11oHz5vBitiIj4CeVOi/iDmjXN9I1ly1AoMCvk66+Bf/8Fli51ejTii5KT0W/rVCs4cWez+3Bzi4dxX+O78HSDmzG48W1ICgiyrhYAFxoe2YqO+5ZjV3hx7Iz03znvroBAPHdBXwSlpuLZ2T8gwOU9MCOSpxjs+/JLYOBA4M47gZ49c76tVq1MbYovvgAmTADq1AHefNNk0ImISKGkDAoRf3DwoMkiOHkShUatWubnnj1Oj0TyWM/ag23XJZeNSb/A5UKLI+txy7YpuOLEbnxSsyc2FqtordoJkxlxsnwobqr8iNWZY3tRj2wJlwvFVhyxva/UCO9z6NfFlrG9zRtNfvG6/NPSHW1vU+3TN2zX1dyb5HV5XNkw6+eh0KJ4vvWNGD79M9y8ciq+qd/FdlsiedJd6fbbgSlTgNtuAz766Ny3yTpD/fsDV10FDB0KPPGECViwroXaTIuIFDrKoBDxFUeOmOKQ3jz3nJm7y6KRhQW/nBYtCnTJxgHYoUPA8OHmNj/9lJejk3zGbIF2B1fhw6Uj8Oqqr+FCAB5sNgA/Vb3Q6/W3xpRNH5ywNlIwpgrNL1cH39TvjDtXTMD5+zc7PRwpLJjVcPXVpqUop3WMHJm7rayZOccCmosXA8eOAY8+mnvbFhERv6EMChFfwCrmxYub39mdo21bU3iM6a8sGMkiYsOGAaVKodBYsQJo2DB9Zfjdu031d6YVR0WdXh4XBzz0EPDVV6aifKNGQJ8+wIYNphBbATkwLYwCXSnoeGAFbtgxDdVP7sPimOoY3OA2LI6pgZTwwvtP2OcNLkbj/Zvw/Jxvgfg3gfBwp4ckBd0335jgwdy5plVoXuHn92uvATffDPz3n4pniogUMoX3252ILwkKAsqVM9MZGITg/F5+QfOc7sBCYoXJqlXmS/CJE8D06eaMHdN+GYzguooVzZm8tWvNTwYmmGnCVGEW2WRL1meeAbZtAz75xOlHI9kU7EpBl9iVuHbHfFSMP4S5xevgnZpXYFXRKk4PzSekBAbh3SaXY9Tkd8wBIwObIufq8GHgl1+AXr2AIkWAb781xSz5b9SaNaaYZV4GJ9xuvNFkUzDwPGsWEBqa9/cpIiI+QQEKEV/RqROwb5/5csgiZJzru2CBKY7ZujUQZuagFwoMNvBMHS8M1nDqCwMSjzxiCqrxCzOrwNeta1qR3nCDKdTWoMHpbTz7rJkiMmiQCVRUruzkI5IsCk1NQo/Y5bj6yDyUSj6G/0o2wIt1+2BjVAWnh+YzahzdjWb7NqJ4/HGz4OhRp4ck/o7dOPr1M//uMKPPjYGJK680bUQ5vYPZa/mBdSk++MC0077jDpMdp0w4EZFCQQEKEV/Bg/AlS0yP+LfeAqpVM5fCiAEanqnjl2N+KWarUQYj+AU1IcFkUXC+8tnwC/fDDwOTJpnMCvFpUSnx+HD7lyiZfBxTo+vj5+JtsLlyDaeH5TNKxR3FU/N/Rps9a5EYGITjIRHYGFMONfPjjLYU7Ho/LFDZvDnw+ONA48YmOM5ph5xeUcWhrCUG5hmYYACaAWoW0NRUJhGRAk8BChFf0aOHqbHAs0YbNwL/+585i1QYMTDBaR3eMJMkq9kkJUoATZuabSlA4fNqJexFmeRjGFSpL9aEK2Mio/4rJ6Hu4R14rvWNmFK5sTXNg2ZV0L6SHGIxYdZ64L8//D0i4nRwwBewltCuXSZ77o03TKaHr4xNRETyhAIUIr6Caaw8i9WyJTBuHNCtmylKpoOPc58u4v7SLb7pSKz5mXjC+nHsRDIQb5YFn4yzvVlwkUivy49VLWt7m3W3nipG68Wrl/3gdfmQJb1tb/Ny3CVel0e+maE9qoeijez/6Q0+emraRgaBJUJR9sQRLC9RDZMrNAVSgMAUl+12RM6KtXnYGapvX9ORw7MgsS9hFhyn73G6HusM8d9HEREpsArp6VkRH8Uz/syemDwZWL0aOP9887fkHM++KcjjF7YEl7B+Vks+5PRQfFJSYBCCUz3qA4jkFIsw3323Kb7MaRS+Gpxw697dTPHgdBTWIRIRkQJLAQoRX9SlC7Bsmalczm4Ucm71LDh1RnzekcBIHA6IQPXkg04PxSelBARZ3U1Esiw+3mSReX4ess7Ek0+aA352yvCXqYTXXAM0aQL07m0614iISIHkJ/8qiRRCbDfKL5Js88YsAMl5ejC7figTxS9sDi6J6inKoLDPoPA42BTJTHKymd7Gmj7165uMPHbjeP114J13zHQJf+qMwcfBgsd16piuV6zTJCIiBY4CFCK+jHOD2fKNX8okZx54AChdGhgyxOmRSBZsDi6B6pri4VVyYCCCU5OdHob4g/nzgeuuM7/z8481jdiR4/nngf/+Ax58EH4buOcUyM6dgbvuMl2dRESkQFGAQsTXv4yxC8WUKU6PxH9FRpozhT/8AMya5fRo5Cw2B5VE+dRYRKQmOj0Un5MUGIxQ1aCQs+FBe6tWwL//Ai+8AKxaBbz3HvDRR6YbRrt28GtsNcpW3Jy69913To9GRERymbp4iPhDPQp+CePc4TxKx+1y0av2KzO5y4Ri3gur/ffbo/Apt91mqtSzld4ffwAXXeT0iMTD8XY1035feTQC+HcqyjSIxMoSVXG8ov0/U2VnHva6PHq7fXAj/gr7riBfduvgdfnTE+27Bny8+UKvy0+UC7W9TcUx223XJZc3hUK92RNZHJ13LsvTzwLxU8y0Y12GsWPNhdj1oqBmjtWrB1x+uZmucuut/lNHQ0REzkqf6CK+rmtXc6aIX8I05zZngoOBiROBNm1OBynEJ22NKoOTQaHou34qgpQtkM6mouUQnRSHUqdasIpYvv8eKFfOZEZ8/DHQsKFZ9qiPBYpz2+DBwNq1wJ9/Oj0SERHJRcqgEPF1nGvLL2KjRwNjxgCxOjjJERaHY4CnTx8T7Fm3zszNFp+SFBSMoS374pW5X+PRpb9hSOUbnB6Sz9gcXdb6WSN2Dw5ExDg9HMlvzJwZNQrYtAlo3hxYswZISjLTN/g3u3K0bm2KSRYGbduay6efAldc4fRoREQklyhAIeLr2J9+2DCgRg3Tt56V2ZkRINnHtq38Mssq8DfeCLz2GtCsmdLlfcycsvXxef2LcefqCXg+5VokB+n1Tnsji1s/S8cddXookt+BCU7beOUVYPbs08tjYsxnF/9t4Oda1aoolIWkH3oIOHgQKFnS6dGIiEgu0BQPEX/Bs2Xlyxees2N5WXj0119NlfsWLYBLLgE2bHB6VJLBquJVEOxKRZWjB5weis9ICQxCQmAwwlNUQLTQBCZ++w1o0gS47DITjGCgYt8+YP164MgRYP9+YOHCwhmcoKuvNkH7v/92eiQiIpJLFKAQ8RfVqgGHDpliaHJuWCRz1y4TqGCF+wYNgGefBU6edHpkcsqWU9MZah7a4/RQfEp8UCgikhWgKPA2bgR69jQH4KwvMW2aaQ/aq5eZmlarlrleYc+m475hVw8Ga0REpEBQgELEX3AqAtvHeab4yrm1H73qKhOgePxxM42GgQoVXPMJR8KisDWqNDpsXeX0UHxKXHCoMigKMn7Gv/ii+SxiAUjWzZkwAbjwQk1FExGRQiHA5WIOoYj4vNRU4PzzzYE1+9vzp+Qepkw/8AAwfjzw2WemTsXRo2ZeM7t/FMI2dj1L3+11+bj9H+fPAJ5/Hieffxk3lLoFiQFnnimOa1bd680CUu3/WdtxkX37z6p/e8+g2dvS/r0WvSPV+/J19sVsAzLJggrYe9Dr8qOdzBnz78a/jrnl6uG9Jr3T1s366RHb7Ykf+ecfYOBAkz3BDhxsEarP+bNjNkmnTsDnnzs9EhERyQWF7xu3iL/iATIruPOMP/u/L13q9IgKltq1zTxmftG9806gY0egd2/Tuu/aa50eXeF0ww2IdCWhVcJWp0fiM3ZElUbLvesQ4PIeGBE/tHcvcPPNQJcuQJkywJIlwKuvKjiRnUKZP/+sKXoiIgWEAhQi/qRlS+D3302QgoXTOnQAfvrJtJqTc8cUahalmzMHWL3a1KlgujWnfRw/7vToCp86dbA+uBQ6JhTuIqbhqUloum8Dbl49BTWP7kKVY/tRLOGE08OS3MiK++QToF49YNw4E4BmrQlO75Cs69cPOHbM/NsoIiJ+TwEKEX/TtSuwZQswerTp6NGnD9C8uQlayLkrXhxo3docNLBryjXXmCrxM2eiQGM3gJUrzUGTD5kWXgutErYhKjUBhUmgKxWtE7ZgyJHx+OXASHz478fot/ofrC1eCbd0G4TD4dFOD1HOBTPgmJ3F1tGshcN6E7feqjoTOVGzJtC+PfDVV06PREREckEhL/8s4qdCQsyBMy8LFpgzSOxMwS+5xYo5PbqCpW5dUyl+6lSge3cUCImJ5gCJmSK8zJ1r5r2727ByasvVVyPIlYKUAGfb2v4TVgc3HV+Aq08uwVdRrVFYghODY6egY8JGK4Pk06gLMLNdG6uzSWohrIVSoPBM/3PPAe++a4Kg06ebTDg5N7fcAtx1F7B9O1C5stOjERGRc6BvOiL+rkULYNIkMwXhmWecHk3BwzOarEvBwqQFAbvAMIjVqpUpxMfAxKWXAt9/b15Ht90GzJoFXHIJvj/0DW45Mc86YHbK4aBIjIk8H1eeXIZSKQV/mk2Ay4UHjk1H+4RNeLloNzxQ4hr8GdkIm2LKKzjhz1iPfMwY4LzzgBEjgJdfBhYtUnAit1x3HRAdDbzzjtMjERGRc6RvOyL+jlMPevUyBcIWL3Z6NAUTi9cxU2XnTvi9DRuAuDhgxgwgNtZkUPBL/Q03mOlDr79upgstXYqJ4XVxbdwSDD42BSEu+84Tee2XyCaICwhBvxPzUNDdffw/dI9fg7eKXoT/wms6PRzJDZySx6wkTuVg7SB3a+NQ+44ykk1FiwL33w98/DFw4IDToxERkXOgNqMi/oxvXxbOZJHMl14CevQw0z8kd/FAnmnDbAHI6vp+pmflB9N+73piFR45PBmXVLwPqQGBONmoou3tQsfPxwWunXgac7EcpfAyWuNYQBiSu7awvU1Qgn0gI2T3Ua/Lx60bZnubi9u8YP28bO883LvlbzxRrx+WxNSwlu3s6L0OQ/RO+3/WXJlM8Q854T1TJL64fSy/+No4r8uD93p/rJRSyvu4w1IS8cui1xCUmopWj72MuNCwtHXVvt1uu71xm9+2XScOT6V6+23ghRdMu+L33gOuuEJ1JvIKAxNVqwIPP2yKG4uIiF9SBoWIP5s3D1i4EHjlFeCyyxScyMuzc2w9yrNz8fHwb+bgKDo1a49jVkBFPIn2qIPD+BIT0NO12ZEWl2PLNMfCmJoYuv5HVD+5BwVRQlAoHr3yJiQEB+OHL99DlUP7nR6S5BQzlJo2NdPu7rnHZE1ceaWCE3mJ9XNYh+L9901QWURE/JICFCL+7MMPgerVTeaE5C3OHT961O9bus4Lr4YTAaG4MTbr0yWWBZRBf3THHJTHw1iI9+d/jFqx+TvdJTUgCC/Vvg67wkrgpTXfoXSCfYaCP5tc73z06f8QwpKTMfqL4ei0bqXTQ5LsnsXv3x+48EJTE4FTw956y/wueY91dTiFjXU+RETELylAIeKvWHOCrUYHDDDtRiVvrVgB1Kjh9wcasUER+Cm6BXqdWIGKSYezfLsjAeF4I6AlHkZHRCYn4OO5H+CGzf+aaUb5JC4oDEPq9kVKQCDu3/I/FFQbSpfDtf0fwryqtfD+6FFosmOL00OSs2F73pEjTdcfFsNkthWLzbLmhOSfChVMu1ZOrWGgQkRE/I4CFCL+ato0M92Ac5ol73Fu844dwO7d8HczI2ohGKnofHJttm+7PKA07mzzAL6v3gkDNozHS0u/Rp2jO5BfDoVGY1aJeigfn/Xgij86Hh6Bh665BSsqVMbrv3+LZnFbrLav4oPYprdiReD2203B4jVrzFQDdV1xxuDBJpOFASMREfE7wU4PQERygNMMPvoIqFLFnLGTvHfLLcCzz5o55Z9/7rdzyaslHcDggxOwNygaf0Wdn6NtpAQGYWSt7tgYXR53rh+PT+Z9gNVFK+FYSCRCk5MQ7EpBSGoKQlzJCLZ+8u9khKQkm3WuFOvnuvDy+COmuemOwgO8LDoRFI4iKf5eCyRr+/mxK27CJz9+hpf3jsGxwDDMjaiBb4u1xd6QGKeHJ+zO8eSTwI8/mr/79gW++cbpUUnNmkCfPqYjETMMVZtJRMSvKEAh4m9OnACuvRaYPBn44QefPFBudat9V4F5Xz6cZx0qMhq3/d3cu6NixUza8B13ANWqAUOGwF8c7FIVlWIPYMCS8bh4xxLsjC6BBy+6G5uKl0PEQfuz8sFVK3tfvv2I9XMuqmB+lTvQ5vh6dIxdjYBEF06khiEpIBBJCEJyYBCSg4KQFMBLIJLCI61l/NuFAHQ5vAyP7/0fUKkSdoUVx9hSLfBL2bbpXtMpRU93snA7FhFpAhScXuLl9Z9Zp46532T/9dfokeG264KOJ3hdvufi8ra3yWx8q18cdObC91+02r5G//Ybun72GbrWWA9Mn36WUUue+vRT4IEHzOcCX4NhYTpj70ueeAI4/3zg++9NcFlERPyGAhQi/mTDBqBfP2DZMuB//wMuvtjpERUuTOHeuxd4+mmgbFlzds7X7dqFJ2b/gt7r5+JQeBSGtbkaf9ZuZZ2dzw1sVToruq51scR7P2AnV0xUur//V6oFYpJOoGH8drQ8uh537pyEeid24M1qVyA+KNR2O9sjSyMiNQm1DuzBhtL2gYACgwfArGXAC88Oc449pxqVLwSP3RcdP26mEVx1FVCmDPDuuya7KtT+NSv5rFEjoHdv0xb6pptUp0lExI9ogqSIL+MZYgYiHnsM6NoVqF0b2LQJmDJFwQmnMKX75puB55/P1wKRObJypdXqsPPWpfig+SW4+qqnMKZu21wLTuSGoyFF8F/x8zC82uV4rub1aB67Ee+u+RwV4g/Z3mZZTDXsC4vB5z9/jJbbNqBQYTvh4GDgjz+cHknh9eKLJpPttdeAv/4CIiLM54L4Fj4na9cCv//u9EhERCQbFKAQ8UUpKcDPP5szpjwg+eUXM4/2yy+BzZuB1q2dHmHhxbPZF11kZSZYnVR8FbNsOnUCypXDdVc8ju8bdEJCsG/PxZ5drB4eqHcHglypeG/NZ+h0aDkaHtmCGsd3pwsGlUg8jtfrXY3YsAh88dMIdF+zBIVGiRJATAxwuGAXCfVZkyaZ2gavvGJqAO3bp0wWX9WmDdC5s8mi8PVgsoiIpNEUDxFfwuDDr78CX3xhKsF362a6dVx4odMjE0/r1gGVKwNFisAnLVliMm54ADVpEo488pXTI8qy7RGl8UD9O/D45jF4cvNvact3RJTEsmLVUTTpJNofWJW2fH+RaMSFhBau4OWhQ0CpUk6PxPfxs/SRR8z7lFkOzHrgFJmXXwYaN87+9mJjzRQ7fi5zu4sWmekeChj7rqeeMp+FDCwp61BExC8oQCHiK1atstLxrdZ0bFU3apQ5AyS+h/P/K1WCz9Yp4Rfy6tWBiROB4sXhb04GheO5mn1QKf4AkqNCUTohFt32LEbN47txLDgCq6MrYUq5JljYrDIWVaphFeIsNI4cMWeDS5Z0eiS+7777gDp1gHr1zN+RkcD48SbAMGNG9jsgsXvP/v0mgMzsqY4dzef1O+/kyfAlFzCDolUrk/GiAIWIiF9QgELEV/ALFAsvsm5AdLTTo5GzHSTywCS3JSSYbgA5dfSomRLEg1c/DU64uQICrGyK5CJh2F6kDBaVqHXGdfZUDUehc/Cg+akMisxxCgwvV14JPPTQ6eUscMvAAoPBl19u6skwYJFZK0oGhF56yRTCvOEGkz3VoIHJnmDQomHDfHlIksMpeaxFwdfBzJlAu3ZOj0hERM4iwOXSxDwRnzjrzbN5770H3HsvCrLcbkHaLfBa23XBdc88qKVxq19Fjh04AFSoYOahex745BTTztkKjy0K58wxqedsZ8ozf9lN/b/0UrONuXPNmeNTunS2f7whyzbbbzPV+z8PyY2q229v3U7bda5SxbwuDzh8zPY2KRXsD8SPnJe+K4hb0U1x9repHWG7LmZjvNfl+5va36bcTO9jTw23z+oI+M++ZkZwxQpelyfv3GX9vMa1FndgBfqiFw4GmHFNSh1tu71CJz4eePhhUxiRgUQWFS5X7swgDwML33xjAsIVK5q/Wd+DdX88u3HwfcV2oh99ZFoL82D37ruBr7827StZF0jyTfemQ70un7D4efsbpaaarh7MKmPRaRER8WkqkiniC1gNnu3q+vd3eiRyNt99Z3727Xtu22EdAXYCYZ0IHvAw2+H9900BxC5dzDLOeffE9cOGmTO3GTGoMWGCKa7qEZyQgqOyKxZ9sQbjUD0tOCFepsqNGAH06GHOmGcMThAzjB5/HFi+HFi8GKhVC+jZ09SSKF0auO46sw0WV2zeHPj4Y+Czz4AXXjDBRAYnzjtPwQl/wWw3BpbGjjX1eURExKcpQCHiNFaB/+orU3SNhdzEN3HOOQ9mON+cqeE8kMmJnTvNc83ABANTN94IbNwI/P23mTM/dSrw4YfAt9+a1HEGHYgHU8zYeOIJU+iP4+DZYlq92pzd5ZljpqtLgVPcFY+X8R/2IwKfQ1MKLAzUZUwC5TQnuv9+M43jbOn/zJhgAUW+/xjQePRRYOtWYOBAkyXFWjMsVHzHHcD69cCAAWYKHrOUxH/06QNUq2Y+c0VExKcpQCHiCx0hkpOBSy5xeiSSGZ5FbdYM2LLF1AvJCQYdatQwRfYYbOCBELMi+MXZ82wfD45WrDDF/XgmmNN+HnvM3JavF9aZ4IEUz/wy9Zyp5lWrAi++mGsPV3xHWGoSXsJMhCIVT6M9TgT4cdcSZgWxW9G5YvCA2UbMhuB7hO8Z1hdg9lF4ePZqdLD+BDMoLrjABPoYfEhMNDUsOCWgfXtzPb7vOV3gn3+AKO/Ti8RHBQebrBlmmPEzVEREfJaKZIo4bZeZW27VNRDfxYwHGjoUqF07+7dn9sWttwI33WRqjRQtmvn1GbRg9gQDIwxm8IBp9Ghz35wvzy/bnCLirlnCs7/KwCmQ7jo6HZVwDA+jE/YHRMKv8GCe0yOIr08e8LMTBosWsmUnD/pZtJKtPxmo5RQN1o1gZhm70bg7cFBS0ulMBwbmrrnGFKtkQGH2bPOeYfcjBvBYT+JceCuayfthEdsWLc5t2+IMfv7yM5PBLX6GioiIT1KAQsQXAhRsf3e2A1ZxlruuQ05b1TF7gtNC+MWYZ/Oygino99xj5sFPmQJcffXpdQxUcJss+MfWicyukAKnWMpJdD2xGl+iATYGeC8y6pMYbGB2EKcdnX++yWhgQVi+f5jpwMDEmDHmgJ91Afg7PwvjThU4ZetYZitwStNzz5nClXfeaabDsaglC8JyG/n5ut++3XRaEv/EzBpOr3vqKfOa8tVW0SIihZymeIg4jV/KmT3Bg1HxXQwIMKWcZ4Oz2/yI1//tN3PWOKvBCU+tWpkib95eI1xOPCuYTT13zUf7hE3ZH4/kD5cLdxydgaSAIPwN+84pPsX9Wmf9FAYnHnzQBCAYYGOHGQbVGHRbuxb48Ucz3WPGDFMLgtlJ8+aZArIMZrC15xtvAPXrm2wJBic++cQECnjb/A7KcUxq7+rf7rrLZPKwzo+IiPgktRkVcRq7QezYYQqxiVctbrdvTVp69gH7G8Z5bxvpOualC8YpAaVL2q67+MQKDNr+P8wpWhtvV+mNo8FFzt7ijpjSzi4tnKLBA63cxi/cPLPL+hhubJ/IFPmmTXHH2srYGZb+cZVOPIKvN45ACgJwadUHvW7WdfhUwcEMTnasbzuUsAMJtutia3qfnhB6PNX2NglF7ePoB5p5X155ckqOtheU6H35scr2t6n4/Xqvy5P37be9zeHb2tquW/CFR6tdZtswa4CdY1hM1ddx6gXPUHMqRPfupgvG2QpVns2iRSYosXSpaRPJLhpOBXN5v9dfb4Ijkmcu6j7Mdt3UCY+f+x3wNcqpQPx3l9mLIiLiUzTFQ8RJTM/nnGwehIjPG1+yGQ4HR+HhbX/irfVf4sHat+NEcPjZb8himMQDrLzQtq3p/sGuBu7ifZ9+CuzZA4wbh7eCItCnzkNpVy+VeBRvbDXtUncG+9G0gYLI5UL9gzvQc+MitNi1Htj7j2lhyYDT00+bM77+EJxYs8YUqGTmBLMlOnfOne2yMC0DFL7C3TlH/Be7JbEL0jffmPeXiIj4FE3xEHHSsGFASgoweLDTI5EsmhtTB4Pq3IZiySfw1NZfEeiyP/ufNhefqerETht5wV0ok1+6PYtysiNI376ISYnDu5tH4dntv+DFbT/iq40foUxyrHW1VWEqzuqULpuXYvyPz+ObP99B942LsKZUJTNFgpk2rL1w4YXpn1NfwGwgd50IN9aKuP12U0iW0zVyKzjha5hBoQCF/2Og+IorzHuLr10REfEpClCIOIXppSwix3RTpv+L39gVVhIvV7sGTY9twuX759lfkZ03+vQBxo4FXnst7+avs7YFiw0++yzQujVw+eXAggWmZsbbb2NfcFHUiN+LNsfXo/mJzdgdUhzTo013hCXhlfNmTHJWDQ5sQ6m4Y9bvX5/fGW+0udK8VliXga+diRNNYT+nMYjKzykGIPhZ1agRcOQIsHGjWc+OGrNmAc88Y34W1IM+BigS7KcwiR9hZyRm/fA9JiIiPkVTPESc8sILQJEi5ou/+J3F0TUwpcT56H1gvvcr8Ewru25MnmyKBrL1YV5hpgQPDNn+kEUG3S66yDqgvKX2vac/9FOTkRwYjFEbPkJiQBCmRXm0cZR8NaJZT+yKKoEO21bh3gVjccPKacBV9c3Z3fyus3DgAPDff8D8+ebCmg+sH/HTT8CgQaZA5QMPmG5D/OxiRxpmB3EZ2+bSLbeYn9HRQPHiplUng2RsiXvddfB7fJ8pQFEwtG9vpg8xi6JHD6dHIyIiHhSgEHECK9iPHGkq1Ku9qN9aHFUdFx9aCsTGpn8eWe2fWQwMGrDGSLdueT8Yftlmq0YWKOT0AJvXFYMTtDOkOMomHU0LWEj+SwoKxi/121mXCscOYvDsMSjHbJh+/YARI869gN/u3cC6dcAFF5hggTfLlwPDh5tCnMzaKFfOdI257TYzhpo1TVcNztdnQV9OQWGtE05DYfDB3Q2BAYmbbzZBi19+Me8JZl4wG4SFJbldTlnx9wAF95H4PwYAmUXB99qqVabui4iI+AR18RBxAr+wz55tDh58IYXbR7S61Xu3joiD9l0ZIpfvyvb9pJQrbrsuMD7Zdt34JS+ceXB3/vnm+eT0Cn7JPXoUuOQScwaa6fq5fFDWs459FfvkDd5bhgbXq33GsuGbv0Sd+N24tPmQtABFvWPbcPGBpZhWogGWxtRAQJL3/R5f3nQv8SYpKgjZtTuTXVTvQ/suLdt6e58aVXG6fZeWzb1PFRH1ouQK71MTis/ba3ubHb3Lex/DRPtxBxw94X2Fy4UucWtw36F/rOKlz5S9EkeCzL4+2ci+VkjEzHVnLKuZfABvHfsL4UjBD6iLkQGNzrjO9a41uAMrsB8R+B21MBWVrd8nuX4xV+A0IQZSL77YZHXYjDnTbA9OZatcGShf3nTkYKDCX7FbDtsNL1uGwqZL51dt1wUm2H8+T5r5TK7e15R/TrVVzg3MhqlWDejd27cKsYqIFHI6bSbihOnTgRtuUHDC33EuPs8gs51igwZmisXhw6Y7C6d2sB6EDwpNTUSd+D3YHFbGCk50ObAED275C+EuE5wplRRrBSgknwUEYErUedgYWgYv7/sNz+/7Ey+UvgwHg+2DKnY6J27AsYBwzHMVw6XYBLiANSiBWQEV065TE0esn/3RHfEBXr4O8PXMy1nGnKlKlYDHHjPZYpzmxOkj/op1Xpg9IgUDn09OURo6FHj0URN8EhERx6lIpogTevUCPv4YWLLE6ZHIuRo40BQL5JlmtlhkejxbfvpocILaHluPQLgwvlgT3Lp9MgZvHmMtT0UAUhCAt6v1dnqIhdqW0FJ4tswVKJ98BF/t/AIjd47EZ9PfQdu9q0zGQhZUSI3F5qDiGI7mWIwy6IJteB6zcblrA5q6TEbITzD1Rxphf54+Hrz+OtC8ucnIYF0Lf8UpNwpQFCyc5lGhAvDww06PRERETlGAQsQJH3wA1K9v5nSL/wsNNXP2R40Cvv8eaNIEvmx/cLT188LYVbhhzwwcCInG72XbWEGL0eXa4UioWS/OYRbFrRX748MSF+G/yNo4HhKB1+Z/iVfnf4nw5MzrIHROWI/mSTuxKbgkjgeE4sWAtrgJvbABxXAfluB1zMAjrgXYiSicQDCqw7SczVNz5pi6LAzK3n03/FJU1JktVsW/cdoOi76yVtD69U6PRkREFKAQcfBLUb16QLBmWUn+49QOahS3A8eDwnFnw3vRPHYDkhGIkRW7OD08OeVkYBjGRZ+PkcU7YFCbAXi6RT80ObgRH878ENdumo5yJw+ZK7pcKJ9yFL3jV+KNY//D4JPT8G9oDXwXfjpbwRUQgEHohGtxKd5AC3TCdnyFcda6EsiHg25+1v3+u2lV+tln8EssCqouHgUPO8ywyKu/vi5FRAoYHR2JOGHvXlNAkemlIvksLjjcms6RFBCEuxrcg5PBETgcHIVa2INgpFiBCvExAQH4r1xDPNLmTty8fgruXDMe9636HzZHlUWxE0dR3BWPZARgUXBFvFLkIkwPqXFGfQjWmYhHMCaiGla4SuFarEVVxOIX1Mm/x9Ghg+kYcuQIUKwY/AoPYtmlRAoW1oJii1xmwL34oqlNISIijlGAQsQJAwaYLIr+/Z0eiRRSr1e4DGsjKuBAmDlInFOsDlrFbkCHQ6swtVRjp4cnNlYVr4onW/VHRHI8Wu1bh1b71+JYchJWBpfF6qAyOBGYtYOrXQFReBfNke94IMgABT8Df/4ZfqVUKVMDhEEKZb8VLHfeCbzzDvDHHyajQkREHKN/YUXyG+cws8MDK4cz3VnShB313uYxcuNh29scbV0p2/cTtfVE1luJerio+zCvy6dOsG/9mdtSo+07vwRXq+p1OdP7M/q3WEPr59bLTL2Jb062xQOv/Y1axXfgy8vaW8sCvD8diN5iX6jxeKWzdHXwNu5M6g6uGVjKdl2R7d6XB8bG294mKNG+I0bxuXu8Lt/Z277F5/Hq3ndSStEI29tMWv6y7bquF3pfF3o4fd2JFARidkQ9zK5SD6m1AvOnLWNu6NbNdEsYPRp4+23/Kk5Y8VQHlDVrTEHcQiQlLCjfXmOOvGbZIrp9e9NuVAEKERFHKY9XJL+99ZY5A3f11U6PRCRNbGQRdqJERGLmBRhFztmyZSaN/v334Vd69DA/WUtDCp777wf++QeYNMnpkYiIFGoKUIjktxUrgHbtgJo1nR6JyBnCNMde8mPOP9vxbt0KxOZDB5HcctFFpq4H2whLwXPttUDHjsB996kYqoiIgxSgEMlvPHOYlOT0KETOwAyKsGS9NiUf8CCQ9RzYGaNMGf84ax0YaAplrlzp9EgkLzD49OGHwMaNJtNRREQcoQCFiBNnDw8dMl/ORXwIa1WEKXgm+YHz/H/6yUyb4Ochz16n2hQ98SVsD71/v9OjkLzSoIEJnr3xBnDCvlaRiIjkHQUoRPLbpZcCq1b5XwV7KfBSGaBIyfoUj6iEk2i+az0a7N+CGod3o/yxgyh+/BjCWcfCHw42xfkgxbhxwJNPAkePAt98A5/XqJF5bR844PRIJK8MGmSmHvnD61FEpABSFw+R/HbZZaZAJgtyde0KlCzp9IhE0gIUodmoQfH9n2+h/IkjXte5MvzO7AwXAqz7WFqpKvr1uy8XRiwFwpAhwMsvmwNCtiH19S5MVMy055UCqGpV4IorgPfeA+66y0z9EBGRfKMAhYgTPvgAqF8fePRRYNQop0fjM/Y19d7KLuyQfWvI4Hj7M/WRW7wX4As4EZ/tVqLWfR33Pv2h2kdv2t5my8BHkV21Xxtuu65aRKjtugkLn/e6vEunV2xvU/3X0y1cXakBiDycmLas5Ce7z7h+YHIqDtwUY/0eGRePEwGh+DmmBcJcyQh1pQCdUhGalIzQpBSEJJ76eerSPKoKsHAhWh7ci9UvDkrbZv0h9o+3yE77RL/yk/d5XX6gTWnb20R4v4ll1yXe24kWX28ftCmzwHvXk/DX9iJHbA6GUsLs98M/U56AX+HZaV4qnWoR7M5G8IfChMz0oODC9fUp9KD9Z2bnbq/ZrgtI9j6VccpU+1aiXTq/6nwL0gceADp1Mi3B2RpXRETyTeH6F1bEV5QrBzzxhLmw73qo/UGnSH5JDQhECIMMNtpM2oj7hpgOBjzs4KH0waAi+LlY67TrHLvf/p+V/7q+Dpx/PrB+fS6PXPzC3LnmoC/+1MFuUJD57HNnJTC7zNdt2KDP68LgwgvNZ9WIEQpQiIjkMwUoRJzCecysCK8vu+IjUgICEWwXoEhNRf9h/yE5OBBzQmsgOjUeUakJmFqkXvbuhAelqk9R+LAuCYMTLMJ6++3mc2/RIlMgk4UJBw8G2raFz9u0CahSxelRSF5jJhMLt775JpCSYj63REQkXyhAIeLkF/ZCliYsvi0FDFB4Dx5c/9ECFDmehNF3NsPISR1zfidbt2r+vr98Ps2bZ7Ieli0zWS87dpjOBgwysFYJD9wYbGrWDJg2zXQosjNwoMmc+PxzE6DwR5yKwmyPVq2cHonkVxYF66MsXw40aeL0aERECg0dHYk45bzzTLs6HgC0Pp0iL+JkBkWQlwBF+PFE9PphOWJjwvD77c2ASTm8gyNHgMOHgcsvP+exSh5i0KF8eZPd4MYzyNHRQFSUyX5gMIIXdyCD2RFz5njf3s6dptYOa074a3CC/vjD/OzVy+mRSH5gIIqv9enTFaAQEclHClCIOIUHaW3amFZ7PENTtKjTI5JCLjkgCKGuMwtC9hs+G0EpLnz29IXndgdffml+3nDDuW1H8tYLL5jgxI03ArfeaqZeMDBh55JLgL//BsLCgIgI85MXBjCYNbF9e/rn31+5AzaVKzs9EskPfP3y5MGMGaZopoiI5IsAl8vlvcSyiOS9hQuBFi3MGZoOHVAYdLzkddt1SUW8z/MtsvNUET0vjleJsF1XbOlBr8sTytsHg8J2e+/8QSlFvaewp4baz0+ePP1p23U9GnhfF7DP+7jpZJuatut2t/Uecw703mjCsua50900UKcOsHs3cOyY9We954ZbZ9MXv/okToaGod1jL5jx2dfRRGhrj7PuGSx9Y7r5sp+N6U1dL3zZdt3+ZpHex9B9v+1tIj8qbrsu1eZpDDtkvwP3N/U+hqXveuzXbHRVcQUFOtupg9kT7iwJHpAHBmbtNs88A/z5J3D8uOnGwQuf55AQoFo14JVXgJ494ddefRV46ilg1iz/qJeRTzLr4vHPJD/rMOPGKUzsssXX9MmTwJ49To9IRKTQUAaFiJNYbI0HAGvXFpoAhfgwHkyyroCHK5fOR0RyEj6/4KJz3z5rFzAmPn++DvB81dNPmzoLPBjPSnCCeD0GIHgpyBhwIWaHSMEvkjl6tAnY3nef06MRESlUsvjtQ0TyROnSQNeuwFdfOT0SEXPg5RGguGrRXDz7929IDgzEJx265miTpQ4eQ63Ne80fDz1kfq5alSvDlTw4a/zOO6a70IMPOj0a39w/pM5LBR9rrvDfZQZUmVkmIiL5RhkUIk6rVw/48UenR+E3Oh5Yjht3TENYahIeP+9WHIf9FA/JQYCC6fpTpli1B17ZsQMJQcF4oedVSM5mx5l+v83G/d9MRWhyKjiPcGWt8kBwjFmpNo2+6fHHTc2It992eiS+nUHBTCMp+HjyoG9f4L33gHvvNVkVIiKS5xSgEHHaTz+paOApUYlxGDV5OCqeOIRjIeFICArBumIVMbRG37Tr9N4zFzVOmjPy3y56G3cVvxfLSld3cNQFLEDBs8T8Yh4UhNFNW+H5XtdkOzhB9TbtsYITM5vWQPOV21B/4x4gYK85+9y0aZ4MX87x4PvDD4GSJYF77nF6NL6dQZFZO1UpWPr3B777Dpg9G7jgAqdHIyJSKChAIeI0FiQsUwaFRVBqCsqfPGS1s2x6cCNqHN+LiicOoPKJ/SgbfzTteieDw1A27ihK7VmDHw69jlkl6uPPcq2QcmpmGn8GIRWfTPkQM8vXw9gaLfFfhQZICgxCRHIiqh7bh72uCLh01ivrGjUCpk0DevSwvpQPeS/nU4/+16kRLpm2EgsbVsHAF260li299MVcHKzkqkceMYUtGaQQ7w4cMD85BUYKB7bPrVrVFIGdMEHZMyIi+UABChGnXXYZ8OyzplVf48YoEDhNYMcOYN06YP168/PU7xM3bESwKzXtqodDi2BpieqYVLEZthYvjX2RxbAtujT2RhZHoCsV7XetRLMtG9B1/1L03jMv7XYMTswuXhcza5yHnpsX4JWZ31jLTwaHIig1FWGpyVgeWRnDy1+C3aE6oMiS9983l1wwq1kNpAYEoOO89fjiuva5sk3JI5zW8cknJlB6++1Oj8Z3rVxpDlDVErrwYAHYUaOAiy82xTI//lhTPURE8pjajIr4wlk5Fsv89lsz39VXzJsHlCgB1KqV+fV41nXjRhOIcAcjPvvs9HpOD6hZE6hd2yo29s6fG5AUEIQOB1dhXVQFfFulE1IRiCIpCSgSEY+SCcdQMv4YiiUcx/GQCOyNLIa1DUvhUGQUOm5chT6LZ6Ll9k1pmz8eEo6hF96A7UVLodvmJah5eDeqHdmPrxt1xICFk1Ei4Rgml2+MNcUrY3KFpogLDkNijH1b0LgS9rWDo3Z5768ZW81+e2UWnLRdF5Di/ePXFRSQ7dvQpiu9t7zc+OjDtrfp1u4l23WTZj6Dc8JaE4cPp7UtzW1tb3grW+1lKbFctO26ExW8d2cotsy+dWpKdHi2299m1qY17OipaQQZTJ3wOPLM3XebAMU33wA33ZR39+PvSpUyAQp2dpA0nXrat44Oird5sWdyjD/lnyfhc0aONME71qO4/36nRyMiUqApg0LEaQwClC8PLFzoOwGKRYuA1q3N7zfeaFoPVqgA/PILcOJE+mDEtm0mY4KKFDEVz6+7DmjQwNy2WjUTpCCXC8G/X4Y6J3eiVEIs2hxai37bpp59PDPNjw0ly2JS3fMxplFLnL9rG/osmY2opHi8NWUU1hcvj5suH4S5Xw62rvvcfz/j9YZXo+Oe5bh05wLrMmDtePxRpQ1+bNQBhyJ0FjTPtW8P/PADsG9foZrG5He1J774AihXTsGJszlyBGjZ0ulRiFO1KCZPBj79VAEKEZE8pgCFiC+kkF5zDfDzz8Cbb5q/ncagAs8UJiUBM2YADRuaZZs3m0KKzIhgIOLaa83PU9kR1kFOZumve/fivk1jbVfHBYVgTbHKWFO8Ek4GhaH+ke1otW9d2pSQWgf3otasSWnXf6vjJQg6ATy0YCxCU5LNlIKbXsIVa+di0Py/MHjFr2nXfb/+pSgTfxRXb5mJ6zdPx7vNeuO32u1ya4+JNwxYkTuAJb5n7FhT/PFh+ywbgZmyxha8TZo4PRJxSvPmwJ9/mtajmuYhIpJnFKAQ8QXMOODc/1mzzFlnX8jq4DSNW281Z1Vr1ADefRcYMQK4807TIz4nSpXCtFINsD6qAtZFVcT+sBjsDyuK+CCTWp9QItTrzY7VBqocOoBaB/bgvL07cMfcf6zlj0wzwY5/qjbCiGbd4QoIxInQCHzXqBNmVq6PX347nXrM4MTP1Tvg61pdcOem8Ri08A9sjCmPpWVq5OyxyNktXmyyZxi4Et/EACT17u30SHzbpFOBUV/4fBZnMDDPDEJmhJUt6/RoREQKLB84VSsiVvuyqChgahamO+SVvXuBFStM1gT16we89hrw6qtmyseSJWauek6DEzyLvm8flsZUR2hqMlYUrYrtkaXTghOZSQoKxsbS5TChfhMM73QpGg5+E3dcdxcWVDLBhc5bl2P0mDdx5+IJCDx1tn5LsbK4sssz2BhtDo6v3zwDv/7zCsZOeg5bi5bG1qJlcNey8Tl7LJI1W7aYefviu/73P/OerlvX6ZH4RwcPBm+lcGKgnjadroEkIiK5TxkUIr6A0zpKlgTGjweeeirnQYDs4sH8xImmMvkff5wOlrDmBFOa4+KASpVM5sT+/aaQJ6d4eMO0VwY5eFDKC6eD8Iscz9CuXZt2tQdO/XTXnlhQrBbern059oVnvdMGMyVmV69rXcpvO4Z+K6ai3/J/cdfiibhl2T+4/srB2Fm0JA6FReOuC+5HwyNb0XbfaitIQbUP70LNo3us31+fPhKfN+yOdSUq5nAnilc9ewIHDwJdujg9ErHDrC3WkunVy+mR+L4rrgAGDzafl3xtS+HDaY7Ef9/atnV6NCIiBZYCFCK+gq3MeDA3bJgJUuQ19nS/5x4TSGB7U04zYR0MTjNhy1POsWXxTnbpIBbI5MHMgAFAdLSpZO8ORLDjxyH7TgfpsKc857zv3Gn92eLIBnwfNheYfirVPEeeNRkeTZsiPCUZf/zyinXw1fWnk9bjWBFaBSsqVcFnlboj0JWCoet+TLtl3QM78NWE4fi3XCOMrNUNm0+URe+tc7G4VE1sjyqd7l6iVp06i5rBf78Nsx1Zx8vesF2XHOZ9HnNSVCbJbZn0XSq11Pvy+kOG296mYiYdQ87J0lODYXArjwTHea9tsfo++7PcpRba79sSy497XR5f0b6gasQK8zrOKLSYfcBrX7MQ23UVZuZTvQ527XjgAaB4ceC77/LnPv2Zu9Cvag+cISjOe+cZSo72/loPPmF/G5/FgD1Feu+WJCIiuUMBChFfcdFFwMCBpo3Zk0/m3hdhVulncIFZDMyC4EEJ07kffNDMo/3+e9Oxg4ERBiiIf//3n/lSztv36QOMGWMOOu+996x3uTq6EtZGVcSOiFLYGVESOyJKYm94MaQGBGHy9KdPX5EtKNm9JDfSy1m8jmN95hng9detSuujQ4rgzmb340holHWV4NRk/DXrRYS4TOu7NUUrYmDbe3HxrkW4fd1EfP3f2/i+VkfcuGEajoZE4pG2t2Nt8crnPrbCiK8rvqavv95MERLfwS4EH3wAxMQAa9YAxYo5PSL/eD1Tx45Oj0Sc4m4vy8C9iIjkGdWgEPElV155uhZEbjh+3FQeZ/vSF14wZ7MZiJg50wQsXnkFaNPGBENuvtncJiLCHMC4zxiGhgI//QQ89pjp7EHMoGjXzrReY52K334Dli8HTp60pnrc3+RufFDrMvxesS3ml6iD3RElreDEGXj2tmtXoHIuBQE4Pj4+joWbTzqBjxd/mO4qLpwO/NSL3YkGR7ZhXKWW6NfhEZwICrOCE3vDY7AnsjieXDwagac6iEg2depkpg6wUOZXXzk9GiFmLvF9y+AE59MzA0rtX7OGn3GcinfZZU6PRJyiAIWISL5QBoWIL+HBQ3g4MHy4OYg411TSl14CNmwA5s83tSVYAPPLL09XIO/c2RxI1q9vpnmwhRrX8aCF6awMVrgP/JmV8Pjjpj6Gr59xZVtUPtaQEJRKPJa2ODkwGL3aDUXzuI0YtvBLa9n7cz/G2+ddgT+qtrWKanbZtwS7I0ogJTAQ78/8BANXjsUHDXVQkiO//mqKCrK4KlvSKjXaOcuWAd27A3v2mMDRX3/5Rktjf8BaPQwas4uD9lnh5Q5QzJkDLFhg6pJoyo+ISK7Tv7QivoTBCWY1cE54vXpmygWLT+bEs8+ermfBLIrzzju9jsvd/v3XZFbwIJKtBjm9o3p1czDJL1/uCzMpOnQwrUfHjs35uPKLOwMEQFhKIhoe3YLJM55B3+3/Ym7puujc/RW8V98EHuKDTHvThKBQ/K9qaywsUxtbo8yZ5es3zkDF495rT0gWXs+ffgrExwNXX+30aAontkRkIJIBSGZnDR1q3r860M461uTh9LE77nB6JOIkFowm1mu66ipTw0lERHKdvqGI+JpBg4BVq6yCj9b8fVaOzy7e/sUXzcEIazIwwMBaDzx7um2bKXa5cqVJv+fZILYaZMYGv4AzmOENMxJWrzbdPi69FPjxdKFJX7U1whS5/HPWSyieaAog3rZ1Cv4Z/xRikk7i12rt0bHnMEyodOZjPhwejUt7DMXOyBJ4YcG3CE051X5Vsuemm8xrih1qpkxxejSF77OE6ehsX9yiBbBxI/Dcc06Pyr9wahxfu8xuy8lnsRQcF19spg8yK5Htt1lolnWUREQkV2mKh4gvYioxAwFvvQU8+qiZnsH6FFk1bpw5e80pGe4UVE7NcE/tyG56M2tLHDtmLkeOmAKa7dvD1w1pcBO+XjAcQUjF0DU/4s6m9+GzxR8gEC6M+eclPNfkRkwt39j29kfDimBIy5vx8YwPrKkenwf7/mP2SX//DVSsaKZ5HDigs/f5gcHGL74AKlQAfvgBuPBCp0fkn9knDOhwyhszzUQ4fZC1XDhFqnRp8++siIjkqgCXy9fztEUKMb492W+dB3Rs/5lV3bqZKQ4MVBR2nF7A6SvM/pg4EShaFHj5ZWDIkNOFOtmitEoV68/1AcXxLC7AgYDT9RJ6uzbgfizB/R3vsqZ/ZDTr50ds7/7iti/arjtexXtNhvhi9gfwrkzCynGlvC+v9pv9FJWAYyft7yvGdD/JaPxS+8dki/uc2Tx8LnKp9egF17/ldXlwvH1h04idJ2zXxVUo4v02u+33UWqol+KvzMCpZ19vY8EXDyNPsUMPuwFxmhgzpfwwINSz8oO268Ztfzd/u50wA4W1enxQt8BrvS4PrlghR/uvZ7mB3m+z56NcHV9Qgzq2t3GF2n/ITVj4PBzHLIrzzzedrViHQkREcpX/fWsRKUxiY01xNgYcsorzzKdPB3r0yMuR+Q+e4WJh0LlzTVtFZpTwQHnzZrOeKbpVq5qaHUuXojaO4Af8jU6u7WmbCIILbEx6OMz7AXs6M2YAjzwCXH65VWT06t0z8+6x+ZOnnzZBs9mznR5JwcaaMwxOsI4MD6T8MDjhM9i9KCrKZ4MT4pBq1Uxge9Ikp0ciIlIg6ZuLiC/7+msgIQG4666sXf/gQVOMkG1A2VpUMv+Syekrb7xh/mbNjpkzMRzNrD+fxlx86RpvZbHciNXYghjsKlIi823+/jtw0UWmewUPDuPjEabaFaeDbUyNbtDA6ZEUXDfeaObGczoN69B4FIqVHNSe2L9fn6NyJv77ynoUixY5PRIRkXyVkpKCIUOGoHr16oiIiEDNmjXx4osvwnNCBn9/9tlnUb58ees6Xbt2xXrWvssGBShEfBXf7B9+aGpPcB65Jx78Mv2Yly5dTDVxHpywGOHataboZSmbfH85jdkUrPGxZQtwzTVA3bqYiGoYirbW6lI4iWC48BPqojKO4bsJb6LeodOZFemwcFq/fiZzgr+PHm11Qum2fwkaxG7N38fli1hokPygdonfYYcJvvdZa6JRI/P609z4c6s9wQAFW+R+lLOpDVLAlSxpsvA4bVBEpJAYNmwYRowYgQ8++ACrV6+2/n799dfx/vvvp12Hf7/33nv4+OOPMXfuXBQpUgTdu3dHPKdcZ5FOr4j4KnY8YLCBbRo9sUVgnz5mugLTTBmI+PhjU1uB3TX4xZpFNiXrOMVj5Egri+J7jEVxJGAxSmM4miM5IBC/oC5muSpicPhKDJ/xGR5vdxuWlaqePpjELBcW0xs1ypy55gHjkiU40qwL3lo1Er+Wb4svK3dBUmAICiV3kcFevZweScE7mGYLUXboYfbUL784PSL/xyyUlBTTqUhTZMSbhx8G5s0DevY0NYwYGBQROUc8iE/kSYd8xIyHAHdB/VPCwsKsS0azZs3C5ZdfjkvYfttKRq6GH374AfP4eXhqW++88w6eeeYZ63r09ddfo2zZsvj999/Rh8cvWaB/eUV8FQsJ8ktPhw7m7/nzgYceAnr3NlkTDF4wk4IF3Pj7unXAd98pOJET7FLC4M6IEfgHlfEKWqEcTuBTTMKVrvUIdLmwKyAKgzoMwJboMvhw6ke4e/nfCElJRqMDm02Q6J9/gKNHTaDIrXZtPNLgdnxRpRsu3zMXHy3/GLWP70ShxBaXxNZ8kjvYUaduXROcYEthBSdyh7vbEbOgRLzhv7MzZ1qf8XjgAROkFhE5x+BE9apRiImJyddLpUqVzlj2KgP1XlxwwQWYMmUK1vGYAyzdthT//fcfejJYCyaWbcaePXusaR1u3F7r1q0xOxs1yJRBIeKLmAbFlHgWbmRUkx8ErVqZdSzwyNZ3bBvqVse+IrqcBSPVnN6xYIFV9Ozj9sOtxbNdFdAfK3A3lqIjtuNtVwusDo3AvRcNRN+1/+KOFRNw05qpVsvSNPXrn7H51IBAjK7QHvOK1cHgjb/ivRWf4YeKHfB9xY4oVJhZwtoIKpKZe69b1vNgkIJTwQZ6774gOfDEE8Bnn5kLi7syw0oko9BQ4J13TBYFTxR07uz0iETEjzFzYs++FGxdWA1Fo/MnhyD2WCqqNt+C7du3o6jHCTZv2RP0xBNPIDY2FvXq1UNQUJBVk+Lll19G31P1mhicIGZMeOLf7nVZoQCFiC/67z/rrP7T45aj9K+X4dZl/+B4VAnc1Wsg9u4qjgWewQmxFxdn2omyhgdTcjNi0UZ+qHI6DafOXHABJqVekP46M2eiQf/++GLLv0CTjsBjjwEhj1kdP6wWhJ9/fvq6w4alvy1bPM5ZCldAALawa6GrLW7AGvTdOR1tdi7FQ6UexBEvnUFKLTtu+5Bcc5fZP942jb0uPtykpO1NEqPta5UkFPO+vEeTZ21vM37JC95XlCtnfmazNkrdF0zAyJugmt7/AS8/xz49MrFkhO06u3airqD0qY+ejlXzvr3S03bb3qZjr9dt1wUleW+R+s+kJ9Iv4MHQrl0mYFkAgxP51krUDgvdNm1qatQ4nEnRs9ZjtuuCa3pMNfPgOng4261Ec9pO1K6VaGYCjsfZr/OBbITMHtOkVI/XgzsosWNHPoxKRAqDqOgA65IfUmHuh8EJzwCFnZ9//hnfffcdvv/+ezRo0ABLlizBQw89hAoVKuCWW27JtXFpioeIL2JLTAAvT/sO9ywaj3kV6qDf5YOwN6q40yPzLxMmAG+9Zdp+rl6dft2BA8BNN5le9mwn6JGOlk67dmaO8aBBJqOldWvzN+f98wwrv5hWqWKu+8UXp2/31VdAw4Z4A9NQ3mUCDikBgfg24Dw8gM6ohSNouyfDmAoydkxhNhCLyrFugpxbdx+ml3OqF7vPSO5r0gQoXx746y/z2hWxy6JgzaHj9kFlEZGC4rHHHrOyKFhLolGjRrj55psxaNCgtCkh5U6djNq7d2+62/Fv97qsUIBCxBcNGGDNJ7+j173oeuMLeOqimxEbFun0qPxPjx5mjjCxgODhw6beBD9IOYf477+Bb78Frrgi8+1ERACvvWYCRyye17KlOXPNFrCctsAuIOyc8sor5voMWjz4oNWKrgxO4hNMwhWu9WlnBtcHFEcSAhBemFqQ8ks866qw3SjrJjBAJNnH/cfPB74m//zT6dEUbPfea97jDESK2ClSBDhxwulRiEgBkeJKzddLdpw8eRKBGYpHc6pH6qlAPtuPMhDBOhVunBLCbh5t25oOeVmhAIWILypd2jqgXlKuBuJCvM8Dkyxgq0VmRxAzKM47z2Q7MBPi1ltN4cYsVhS2sDMHi5Vy2sjrrwPNmpmgBTMDWNGYXTyIaeE8ozZyJAbgYqt16b1YijcxDRVOZVMkIBjhKflbqdlx7HTCegmsm8C6KYcOOT0i/8NirjxoZhZFpIKWeerxx01gje91EW8YdOaXdb4nRUQKuMsuu8yqOTF27Fhs2bIFY8aMwdtvv40rr7zSWs9uIJzy8dJLL+HPP//E8uXL0a9fP2sKyBVnOxnoQQEKESnYOI/899/N7yzQc/vtJljx7rsmEJSTlF4GOBYtMmfOLrjATCFhZgbNmmWCIsy0eP55a37fBwFN8QguRCnEWdkU7AyShECEFaYMCjfWS3jvPZPNwuwWBSmy7ocfgBkzgE6dTGFXyVsMTrDGwKZNLE3u9GjEF7GDFj/LGLwWESng3n//fVxzzTUYOHAg6tevj0cffRR33XUXXvSYbjp48GDcf//9GDBgAFq2bInjx49j/PjxCOdJwyxSgEJECj72YuZccgYXWLiS0zK82bDBBBayomFDE4xgYcyPPjIdFZidwZoVPLNdowbwxx/4C2Nwh2sZVqMk7kI3jEN1DMRSFEcC1sXYjKOgu/9+YPhwE5xgJgUzKiRzzMjp399kBfG1LPnjjTfMTwYhRbxNuSJ2gRIRyQWpcOXrJTuio6PxzjvvYOvWrYiLi8PGjRutbIlQfr8+hVkUL7zwgtW1g61TJ0+ejDrZ7DYY4HL5QLlkEZH8wAKNTDFjoUvO34+OPr2OB8zs9MEz0999Z4IZWbV+vbnt7t3AsWMmU4NfXNl+jsU0334bqFXLFM5s0cJ0aVm7FjWOH/W6ubofpi8u5Cm+egnbdSGHvacZB8bZpx+nRNt3tdhzQRGvy4PibW+CJR8MQrYO/gYPNpksDA55qSDds87jtjff29l7waXoncm2t/nhY/uuILddPsDr8uQo+9dCSrj3jjohx+yzY1LC7Rto/TMlQ7cOt4suAv79F/j+e+CGG2xvL971LHuP7TpXJkHJgIBAfH3wWxRzxaF3idtNOj+7Xez/OHfHV/pu+/Gx25AduwKemXV6qpS+/ZungEOnDrgzGLfjPeREz/L3el9RJJPpSaEhtqvGrTpV5yeX9Kx4v/cViUlZfr3cGLcI/eIX4b3IdvirSQ+vt5k085lzG6iIFHis1RATE4M9a6vka5vRcnW34ejRo1nq4pFflEEhIoXHxRebIAWnZ7Brh3t6AdN0GWC46ioTuGDGhXvKRlZwqgLPavMs2sGDJgtjzRpThJMFORcuNGe+27Qx00NatTJTTQo7tmzl/tm/32RSqBK+fctLBifat1dwwgF/RDRECFLRK6EQdd2RLPs+vCl+D2uA+07ORMcDy50ejoj4udR8/s8XKUAhIoULD/KmTjUFMnlWmtkOTN8uVcp09GBQgfP82QHEnb6bHU8+aYIbcXHpp4PMmWOCEzwgZwbHsmW5+rD81hNPAC+9xB5UJtCjIMWZmGXCeghjxzo9kkJpTPj5SEEALolf5fRQxBcFBOCTiDbYE1gUt2w7XbleRERyRgEKESl82H1j+nTT6rJ8eXPgx4wGtm7s0gWYNAlYvtwUyMtuO0x2quDMuVUZDmZCQkyAgl0/mLLdogUGTppsrlvYPf20VVDUChYxkyI72SsFHfcJizR27Oh1CozkvdTAQGwKKoFqKYcQnJrJdAsptHonrESF1Fh8UfVip4ciIn4uxeXK14svUoBCRAonthxlpgQLWxKLXX7xhfmdvZqZZbFtmzkw3LXr7NubPNlMHXHPF2dAwo1TPP74wwQjGBzhVJBevfDo2HGouXdfXjw6/8PgDdu3so6HghSnPfdc+p/iiLHhDawvTJfGr3R6KOJj6iTvwx1x8/BbWEPMLHme08MREfF7ClCISOHFThvsxFG3rvn7jjtM+1Fq0sQEMDjNo0OHzNsMsqgm61t07w5s3WqWeRbZHDDAFOcsUQIYMwY4ehSYORPjGp+PjWXL5OUj9C8vvGCmyOzcCdSrB8RnUo2zsBg9GoiJMVOTxDETwupa0zx6JKxxeijiQ6JSE/D0iX+wMagkRka0dHo4IlIApPpwF4/8ogCFiBRubDnKQAQDEvTQQ8ArpyrFM3DBjhsBASZIwcKXGf30E9CvH3DjjSZ7gh07aP780xX2P//c/GQ7TRbiPP98K5ti6DVXmW2LwSAQM01o+3bTurUw4uuGtUpKljSFXK+7zukRSWAgNgSXROWUI/adM6TQGXRyOiJdSXilSGckB2TSOUVERLLMvteZiEhhwTaXnNJx6aVWZoNVE4HFGl9+Gaha1QQwmCHBIAW7gDRtam53+LDJuujdG/j6a6ByZfOTnRZ42zJlgAceMNc/ccJ0rfjoI1MQcsQIFPtyH4rBS1HIYPsvuscq2bfgi0nyfuAUkMkcw4Pne28lSoGJ3peHH7HfXv0h9m08q3Xb4nX55qnVrJ9tN67FKI/aHYd378HGp7y3EqXi67yPI/jh3ba36fLxY7brYup5317YIfu6A5FbjnhdnljOo4VtVluJclrLvfcCI0ea7JHISPP6YQtcyZKeVR7K3Q2Gnc6EmhtRA3WPHUCTgMynZfWI6W+7btPjjbwurxloH6hMYcaVjeDaNb2vOH7CfoA2rUQtCd7f9D2rDcr2bSjZZgpbYONMpkIEZ//cWbcLXrJdF5iUSRvZBO8tmFMOHba9TdCp9tRtkrahXdJWvBzRCfsQaXVvUjtREZFzpwwKEREqVgyYMMG0HyWewX7wQXO2lIU02eaxenXT+YNBjGPHrDoS1lSON96wzrDi1BfXtMKa7qkjxIPNDz80BTkZEGG3EElnds26iA0Lty5tHnsBbR+3P+gocBITTScZBrCKFAHefNO8xjjliK8tcdyCcBNIa5SQhZo0UqCFuZJxT/xcLAiqiBnB5nUhIpIbUuFCSj5dNMVDRMTX8cDwr7+Ayy83f7//PnDnndaZMSvdnoUwORWE2RQ1a5rWoQxq1Kplru+e3sEuIMzGcAc7PDGowe4gnO4hZ/i1aSsUTYhHqy0bUaj8/rtpTcssGwa42PpWgQmfUjXpkPVzW3Axp4ciDrsuYRmKu07io/DWmqYnIpLL9O1HRMRTeLgpTNi3r/mb6fb8PSnJtHkcNw7o1AnYv98EIVq0SB984FQRtiz94QcgyGaqBgtAzpiBoet+QJf9S3H9rhmoFJfNdqYF1LudeyElIAAP/jMOhQpfV/Ttt6ZQqPicasnmPbo2zH7akRR8FVKO4trE5fgltBF2BcU4PRwRKWBSVSRTAQoRkTOwRShrSdx99+lCmFdfbeoCRESYThw//gj8/POZt2XwgkUxo6Lstz90qLXNusd34vFNv+H27ZMxctn7GLjlb4Sn2M/nLgziQ0Mxt1ot1Di4DxUPH0ShMXgwcMEFJvDFlrfic4qmmK4yhwIjnR6KOMXlwsD4uTgcEImfws53ejQiIgWSAhQiIt4wvZ71AJhyT5z6wYwJFrtk3YnrrzfBipxgSvB116F/4/vxbrVL0afpoxhRpQd67F+EEctH4LyTO1CYvdLjCuvnU+N+R6FRv76pbcI6J6xXIj5na0hJ62f9xD1OD0UcciF2oEXKTmtqR0KA6syLSO5Lcbny9eKLFKAQEckskMCz2S+dKtY4ZYqpP5FJVf3siA8Kw9iyLXEoNBpjyrfFPQ3vRsWEQ3hr6zcokXQMhdWGsuWxs1hxXLhhdeFr6cgOLyyWKT5ndaiZ2lE/ca/TQxEHsJ3oQCzFzOAqmBtSxenhiIgUWAr/ioicLUjBtqPs0MGuHrNmmeKXs2cDwef2ETpxzrNnLrx6J/Dbb/iub0ng8cdznqXhoUfjIbbrApPso+fxJbwXfwtKtC8Kt/rFTNoR2mj2w5ltNKdVboS+y6ej8sHD2FncnLnO6Fglm3GMqmR7X5XX2Qd+AoaZIogZrdte1vY2Vb/1Pgf93/GPI9sYjGF728aNs3Wzrh1fsV03edpTKExcbNWaw7aRXkWffo+vC6pgzdZtmbgV3QKvtd9eieK266o+M8vrcvtGtkBwefuaF8nrvReTDa5a2fY2rkOZFOi1OZsWEGR/PssVZ6a+ZEdmrY8TSoTbruve4jmvy4MP2AeNk7dlPyMtoMWZ7WCv3zEZkXtT0W7zTIyvZP8ZIyJyLlJPXfLrvnyRMihERLLigQdMwUxasMAU0swLX30FPPEE8MorQIMGwJ9/2h40FBShyYmoeHR/umyJLTGlrZ+19+1GocFWttwHHTo4PRLxIjkwGNtCSqBuwh4Eu3z1a53khciUeFyyfyHGlW4GKDghIpKnFKAQEcmq224DrrzS/D78zLP+uYLFNV99FVixAqhTx7Q8ZXeQHTuAESOAadNQICQmmsdZrRpmf/4E/vrhVcz7bDB++vl13LFgIvYXMZkJNQ/sQ6Hx5Zfm5113OT0SsfFL0RYIggvXYq3TQ5F80ih2Cz5eMQIhqcn4o0xrp4cjIlLgKUAhIpId7raiPMDOSwxOsPXkJ58A48cDLVsCAwea6SXsEuKvmBHSurWZuvLUU8Du3ZhTqQ6+b9gem4uXQfXD+zBwwXgMn2CyVSofKkSdPFgkk+6/H/j118JXf8MPTC5SH0kIxCXY7PRQJI+Fpibh7m3j8NbaUdgfGoN7GtyD3eElnB6WiBRwKXDl68UXqQaFiEhWMauB9Sjoww/zp/5Ft27m9z17TCvK2FjgzjuBDRvMNBB2G/F1a9ea/caAC2sE8HE1bAg88ghw88249953T183NRXtt6/GNStn47z92zGvWk0UGnfcAbz5pgni8MLntmpVE5RicKpJE6dHKIGBWBRRFa3iNqOs6zj2BmTSTlj8VonEWLy87jtUjj+Ajyt3x5iybeAK8IPPWhGRAkABChGRrCpd2mQy9O8PtGuXf7Uv3Dglggf3tWsDjz4KbNwIfP11rhTSzBOcltK9O7Bqlfm7XDngvvuAIUPMVBZvAgPxX9UG1oVO2tenLHiefNJcDh0yWTLMoli+HPjsM3Pp0wf44QenR1nofVXsAitA0R8r8CraOD0cyWVVXLF4ZfXnCHS5cN95A7AlsjB9CImI01Jc5pJf9+WLAlyuAl59TUTEX7G9KQ/mKS4OCPeobv/770DfviYTgWfby+bsS/T5D9vX0lj2dvY7clg4NeGFF8z4U1JMDY2330bV//7wevWwmATbTYXOtT9DHWRzs7gLj9veZt019h1N2k58wuvyIyfsA0AdKm/yfj/PnGd7my29g+zXDXz0zIVr12Jfi5Yoc/wYRl7QEcN6XJ5udfQW+3/GF3zxMLKrU49htuvsupN07vKa7W3+meJ9v1LXC1/2unzy9FOZSrmke5F+tusCIuy7RqC8Kdaa0Q8r30a4KxlXFr/1jHUpR+y7ZATXquF1uSvE/nzR8br2XUGi1nrvTpKyel2OuowEhIR4X1GsqO1tUqLt3x+uBcu9Lg+uVtX2Ngi2f3/ghPcuLclV7T//grdlUsemSGS6P2vE78VrO35E9Hm1TMaXCmKKSD6JjY1FTEwMlq0qg+jo/MnYOnYsFeeftw9Hjx5F0aL2n/P5TflqIiK+iAEId3Bi//70wQm64gpTMHPbNlPTYeVKOIpBiV9+AS64AAgLA55/HihWDPjvP2DsWKBuXWfH56+4X595BqWPH8OJkFCMaXyqBoo4anxoXUQgGW/G/qVaIQVEeGointz9B/aGxAAzZig4ISKOthlNzaeLL1KAQkTE1yxbdrpbCKdHlCplX7Bz7lyAUW8GBiZPhiOmTzdTNq69FpgzB6hVy9RS2Lcv/6bCFEScIlOtmhX4WVOuAtoNfg7ryld0elTCaR6RLbE9sCgapuzFNQneswTEv9yzbxJKJh/Hq+V7m+CqiIg4QjUoRETsDg4rVjQ1H/LT4cNA48bmd2Ye1K+f+fWrVDFZCtdfD/TsaVqRsthiflmwAOjSxeynoUNNbQy7+hKSda+9Bjz7LJCUBDz8MK4oprO5vqJcwmE8d/QXVEqNxbGAUEwIU3aQv6qccABdYldaWRMXx67AW2V7YVeoOnWIiHNSEYAUBOTbffkiBShERDKKjwcqVzaBgvnzAbt52Xlh925T9JJTJFi7ISuYQfHXX6agJjt8rF9vCmrmR4ePG280Ke6zZpmpJnJuJkwAbrkF2LvXPK8MUrGTy4v2tUIkfwSmpuKhnWPR9ehy6yvdrJCqGBZ5ERID9VXKX724czTKJsdav/8bXR+TizZ0ekgiIoWe/lUVEcnIfWC/dCkQGgqw6F1MTP7c93nnsWoREJRJoThvgoNN61N2+GD7Tnb4+OabvO3wweklDIb07q3gxDmqeOAgPv78G2D7TvNcPvww8MYb/tFGtoCrGH8Qr2/5DiWSj1uBid0hMXgxvDM2BZd0emhyDgJdqWnBid+KtcB3Jdvnf8aciIicQQEKEZGMGJQ4ccJM8WBwgvORt2wBqmZSeT43ZTc44cYv14MGAdWrmw4fnTqdU4ePs7rnHnOfnFYiORKamIg3v/kZly5aahIt2Zb1xx81B95HXLF/Hu7cOwUBcGFeVE3MKloXE0o0AXZm0hlC/EJqQCAmFW2IbrErMCHmfJwMCnN6SCIiSHWZS37dly9Sm1ERETtskdmjx+nik/PmAS1bwi8sXAhceqnpqMFpAg0aZHsTI9e197r8g+FXo/KR/fj9x1exqHx13Hn5/adXXnbQdnuHN3pvb1hiuX2WwPHK9uNz2cRxiq21/2dt3lf2bTevnjXQ6/KVe8rZ3mbNVc8iu2oNM9M12q5fi1GjPkNwaio2lSqN+/r2Q/xy7wVRQ47E2W5vwsLnsz2Gi7rbtxINX7XL/oY2LTkTK9kHVALjU2zXTZr1TLbaj1JQXLLtOpfNGfCg4/G2t0GS9+31OzgDfQ7PwfHgcDzUagA2xJwuUBo6fn62W4lS8gbvbWmD69XO9vgsdu1J9x+yv01U+taaZwRnvYk9ZnuT1COx9usSvO/34Arl7ccQGZH9FqQHvbdbpZOtvD8fXXYuxjOLf8Cf0U3xSYmO6bInxm1+234MIiJ52GZ0wcqyiMqnNqPHj6WiRYO9ajMqIuI3mMkwcSIweLD5u1UrYPRo+IXmzdN3+Jg0KVc3/8z0n62fL114Xa5utzCpcuiQFZyYeF5DXPzok+rQ4UM6x660ghMHw6JxRZch6YIT4v9a7VuLp5b8hH+K1MenGYITIiJOSjlVJDO/Lr5IAQoRkczwi+uwYcCXX5q/r7vOFLD0h+Qzd4cPBijY4eOzz3Jt0w33bcPO6BLYWjyPpo8UAj+1bI3EoCB0XLsG1fbvdXo4csoNB2fh0X1/Iz4gBLe1fwjJKoJZoDQ4tAUvLvgac8vUxTulutlm3YiIiDMUoBARyQp2Vvj3X/P7c88BV11lpoD4OneHjwEDzOXxx03XjXMUkpKCg5HRuTLEQiswEPfcfBtCUlPw13tvo+JB++kxkj8e2DseNx+eicNBkbi16p2IDVXL3IKkRuxuDJs/CmuLVcJzzW5CSkAO6/2IiOSRFGVQKEAhIpJlHTsCq1aZ33//HahRAzh+PPe2f+CAydbIzW16dvh4+23TGYJZICdPntMmg1ypiA3LZC67ZMm0eudZtSfCkpLw97tvoGT8UaeHVGh1jV2OHseWY2dIcdxS9S7EBhdxekiSi6KS4vDG3M+xJ6I4nmx5KxKD8rF9tIiIZJkCFCIi2VG/PrDrVBHBbduA6OjTf58Ldg0pXRp44gng+++R69wdPsaMAcaNAy66CNh7btMKwpMTc214hdnEho3x6HU3IjIxEV/OHY6YxFwOUMnZpabiwX0TkRAQjPsr99O0jgLoho3/okhyPJ5oeRtOhORh+2URkXOQ6grI14svUoBCRCS7ypcHjh0zbUiJP5cty/n2WM+CLUHdIk9lJmzefM5BhDNcfjkwfboJrrRuDaxcmaPNbCtaCk13b0ZwciYdBiTL/mzWAk9ddS0iUxLw1Zy3EZV4bhkukk2BgTgWGI4QVwqik+07poh/ikk8gWs2/YdfqnfAgYgYp4cjIiKZUJtREZGcSkoyB/zMSKDx44Hu3bO/nREjgIEDgZAQ4JprgB9+MNkOw007Shw5AsTk8pdqBijYhnTrVuCXX4Bu3bJ3+6+/NnU5nnkGePHFtMUtxz1le5Njc0t7XV5qmX0tjx1d7KP7gUne10Xssb9NmYt32K4Lv8F7UODYd/a1NmJCvbdRXLmiiu1tgkrYZ57c+9o8DFr6B46EFsF1PZ7EyVDT1jNir32bzG097KfaVJiR5HV5QCbNz12B9vvv33GnOtpkQ7d2L9muC0z0/twHHrbPIkktbl8XInDLbu8rSti3QT3Ypoz1s/7+bfhy3LvYHl0K11z5pLUs/LDN+BLt67iETFxguy64rLmvjJL37rO/TWYtSONsXhfJ9u+ppBr2hW1DdnufYpRY0X7/hW62H7vrsPftpTDAayO4ZvXMP3O9Ls+k9Wyxorj84HzcsXcK+tZ5ALHBp98v41fat7MVEXGizeh/Kyrka5vR9g13qc2oiEiBwYDC2LGm8CT16AF89FH2tsEMBgYnQkNNDYrvvjMH/O7gRKNGZhoJC1vmZjz5XDt89OsHFCligiuSa36t3QEfNeyFYokn8MPEYQjVNJp8s7p0FfxdvTmqHDuAC7etcHo4kou6Hl2OedG10gUnRER8UYqKZCpAISJyzrUdXnsNGDnS/H3vveaS1U4ZP/5ofs6dazpucHvMSpg0ySw/fBiYNg245BKgSZPTRTrzosPHs89m7/Y33ACw88SUKbk3JsH39Trjy3pdUCr+GG5bfep1IPnijdZXgWHA69bMcHookkvqndyJ2vF7MDmmkdNDERGRLFCAQkQkN9x2GzBxovmdWRTs+BGXhbnsffqYGhacbrFkyenlXbuaaRjsFNK5s9k2O2+0aAGMGpV72RTuDh/kMVUjS9hxhAEVdwaJ5JrPG/ZEUmAQOuzKWY0QyRlOqdkTWQzn79/q9FAkFwS5UvDg7r+xPrwc5kZnMlVGRMRHpCAwXy++yDdHJSLij1jHwR1k4PQJFrtkjYrMCkk2aADMmweULQu0bw/873+n11WuDPzzD/Dmm8CnnwJLlwI33gj07w/cfLMp1JkbEk9NI2jZMnu3K1HCBEwWLTLTUyRXJQYGIyTVvpaA5I1/qzREeEoSGu/d5PRQ5BzdfGwuqiQcwDvleyE1QF95RUT8gT6tRURyU+PGJvPB7c8/zfSNzFSoYDprMGuCAY133z2dIREUBDzyCHD77Sbg8fnnwLffAn/8ATRvnj7rIicYPLnjDlNP44svsn/71183Yx2c/eKJkrng1BTEBYc6PYxC5+uGna1pHo/OG+P0UOQctI7fjOuPL8KoMhdhY0Q5p4cjIpIlrnxsMcr78kVq9C0iktuY+cDaERdeCCxfbjIjmCWRWYYCC07++ivwxBPAQw8B69aZQAWnYGTUt6/Z1vXXA02bmttddVXOxvrAAybg8dxzpiBndrE9aunSwE8/WcGT+T1fsb9uT++Lu3a0v02Zmpl0c/illNflsdXsh1Am4oTtuu2dvKeAHxtvH8uPnOl9fBFdg2xvk5BkOnN4k+yxKsiVihOhYUgOD8DRJ+3HnbIywnZd0OA9Xpe7XvLeTYICM6mf0vVC710PJk9/2vY2ASlZrMfiYX/H8rbronfYdHKg4t47QISvt2/XW3La9jOWLQyvguaHt6HdkkVYEnXmNpPXrLfdnqt9E/t1q7xPHQkqUdz2Nshs/9llBWTy7S5kzZmPN02k99dSyPLNtjdJPWE/lS2gjvc3Y/CeTDKuOG3MjrfPQy+3OT9uO544PAGzImvijj2TcUdm2xQREZ+iDAoRkbxQrBiweDFwzz3m71atThfEtMNsiTfeAD75xFwuu4x9p7xft04d4Oqrze+bNwNTpwJHvbf0sxUff7oLx9P2B5hnxS4krI/x1Vc534acIZABihD7YIbknWEleyEVAXh65xiEp6qTij9pFLcdz+/7HSvDKuK1Ur0yD3iIiPiYFHXxUIBCRCTPMODAgpnuwAS7Xtx999kLXLKjxrhxwOzZQLt2wFabgn1z5pifK1aYQppsGZpVHAOLYnJqB7M87M5MZsVTT5nbv/RSzrch6aXy8Bg4FmqfHSF553hwOEYU74QiqQl4d/OXWe/KI44ql3QEz+/7A6vCKuCFMr2RFKhEYRERf6MAhYhIXuNUjNWrze/MjAgMPHu2AwtuzpoFHD8OtG5tpohkxKkZN90EfPml+ZsFK4nTSzILguzbZ8bwyivAkCFAw4Y4J6GhZrybNgFr157btsRSNPGkAhQOG1u0MSbFNEKVxIPofnSp08ORLBhwaBqOB4bhxTKXWUVmRUTE/yhAISKSH+rVM8GG8PDTU0C8BR08nXeeKbDJVqNsW/rLL+nXcxvffGMKcdLXXwP33guUKwf07g0cPOh9uyy26cYaFrnhrbfMz6FDc2d7hVzpODO1JzbU47mSfPd+uR5g7kS3o8udHoqcxQUn1qNt3CZ8WqIj4gNVXFZE/FOKKzBfL77IN0clIlIQsRAmazWwMCUxM4JTQDJTpoxpNXrFFcC11wKvvXZmdgRrVaxZY37n9hjY4PSQJk2AGTPO3GZUlKltccklZrs56d6RUf36pljm33+f+7YE5U4csX4eDo9yeiiFWs8ji61MluOBqgXiy6omHsAjBybgv8ha+C/Se7FbERHxDwpQiIjkJxZsY3eOiRPN38x4GDs289sw6+K778x0jCefNG1BEzMU7qtbFzh0yAQouG22H61e3XTZePllICUl/fWjo01tDP5k5kVuuOYa4Ngx4L//cmd7hVjLPeusn/PK13F6KIVWtcT9uHvvFJwIDMNLlXLYJUfyXHRKHIbu+xN7g2PwVqnuKoopIn4tFQFIRWA+XXzz8zLA5TpbtTYREckTnL7Rpo35nTUqOA3kbBhMYICCrUvZXrR4Ju0Jk5OB5583AYouXUzNirJlT69ncGTkSGD+/HOvQ0F79sBVvjzml6yNwS1uP2O1K9D7P4T77rRvUxi3u4jtuuiN3lt5nmxpv72NfZ6yXdem71vet1fWPpZffprJdMhowsLnbW9zwXXe74d29zaBpzFDP0LDLTtR+yvT1rPyz/bz6Ss+Zd/y8sDDVbyvyOQ7yb6W9vu85PIEr8tDF22wvU1qvaq26wKSvRefTCxhn7GwrVuI7boag2d7XR4UE2N7G1fNSmcsi0o+ia9WvI/IlATc3fBubClSLv1tguxfEwFJ9gU1gw7btM1NsO8Ukrxjp+264HreswVcmRykBxyx6QxErE3jTVgmUyZCMqn1cPxk9reXieRNW87odPMaZqBGQCweiL4Ce4Oiz7jN+EOf5ei+RETyU2xsLGJiYjB2WQ0UibZvVZ6bThxLwSXnb8LRo0dRtGhR+AplUIiIOIVTPP766/QUiay0Ce3XD5g8GVi6FGjbFthgf2BoddZgpw5maPA2zz13et0ff5hsC9aOyI3gBJUrh73hxdDk8Obc2V4hVn3PARwoqukdTjg/djO+XzYcRVLiMaJqjzOCE+I7OmIHmmI/Xi7SxWtwQkTE36SozagCFCIijrr0UuDxx08XvWTWw9lceKFpMcoEOGZgnG1KBWtSMFixcCGwfTuwcyfQvz9w+eXAPfcg1yxbhpDUZISmJqP+YZvWqHJWgcnJKHoyHusqeWS7SL64bedkvL7+awQhFS9XvwZ/lDuV4SQ+qSu2YQVKYllIBaeHIiIiuUQBChERp7HwJYMInq1Cz6Z2bVMIs1Gj09M37FStaopl7tljunawwwfrWnz+ee7M12bbUo6hcWOUSDyOGaXPw+qYyue+3UKq7erN1jmNOfVrOD2UQiM0NRHvrf4UffbMxMGQaNzS8AHMKNHA6WFJJiq4jqM59mAS7KcQiYj4mxR18VCAQkTEJ7CoJXHqxhNPZO02JUoAEyYAN94I3HyzafFpV1aImRaLFwOtWpn7YkCjVKlzGzMLdd52G1C+vOk00rw5bmz/GIY062c/l13Oqsti05Hl75a5NPVGMlXj5G78uPRt1Dm5G7Ni6qBvw4dwINS+ZoX4hj5YgyMIx2QFKEREChR9gxQR8QUhIcD+/eb3YcNMjYisCA01hS5feQV44QWgb18gPt77dUuWBP73P2DHDuCii85tvCy8ycKDX34JVKwITJ0KLFiA3UVKntt2Bc03bENyYCC2lj/HAJKcXWoq3lz7FSJSE/FB5V54vtYNCq75gdKuk+iKrfgFtZEYkD/F5EREJH/oX2EREV/BjAbWiaArrjCdPbKC0zTYfvTnn4ExY8x0C3ewIyMefDHjIad++cWM85lnTHCE00S2bTPtTCVX1Ny1H/uKqeBffrgjfj6KpCZgVIXO+F+Zlk4PR7LoOqxFHELwP9R0eigiInnQZjQg3y6+KJPeUCIiku+aNTMH/WwlyroUBw6YzIesuPZaoEoVU2OCHULYvYPdQTyxcweDGMx+uOAC4OGHs7btBQvMVJL16022B6ehMIsiw9nmI7Xt2wcW2eO9/WL4ZPvWViGZdCM8VsP79gL22reozEx8Ce8x+9Cj9t24DzbxPhWgxe1v297mRF37cwNdBi5EZEIiZriqoe4Dm9KWx7Xx3k6SZq2wXxdwm/fldb6wb8Vaaon9uuRo7y0+AyIjbG+TEmZ/httuTdgem3acAGr9ZP/VJaVDU+/j27T3jGWRqfG44shKHAopgu9rd/Z6uyn/em9L273pUNsxBB45ZrsOySnel+ew43tsA++fDTNHP4Lc1LPGo/YrU+zbqiLC+3sxdedu25sc7NPEdl3pwEAEuVLQY+Pv+KV4KySXrGN9kR23bpj9GERExK8oQCEi4mtuvx2YMgX44QeTrZCQYLIVsoKBiblzTXcQtiH99Vfg8GGgVi1g5Urg3ntPX5frBg8GSpcGKlcGatY0LUdZp4K3jYoCdu0Crr/edAphpgaDIJzWERmZZw+/sGi4cxuORkRge4nSacuuTFhpnc8YE6YCjXntmYN/IwguDKt7tdNDkWyonHgI4a5kLIlU7QkRKXhSEYiUfJrkkIqcBcfzmgIUIiK+iEUsx483wYWuXYFp07LecaNaNWDmTBNY4G2Jt2W2AwMLbDXKlqbuWhfMimABzfnz028nKMiao2+d3WXA4scfTYaGnLPI+Hj8NOpdBMCFvdExeLdjD/zepDXaJG1FHIKxNVi1PPLStbEL0CRhB1aHlsOCknWdHo5kQ/WEfdbPzaFlnB6KiIjkAdWgEBHxRQwmbN5sfmeLUHboyA5O4WBBzKuuMn8zyJCSAnTubGpVTJoEXHMNMH06cPAgkJQExMWZ+3rzTeCWW0w2BtuezpkDzJql4EQuum/6eATChUWVqqHEieN49X8/YeZbQ1DCFYe5IWrRmpeaxW3BbbGzcDQgHI+XOvX+EL9RM2EfdgfH4GRQmNNDERHJdSlqM6oMChERn8Ugw5o1QL16wIsvWm08cfnlWb99cLCZxsHgAqdlLFtmCm8yMyM5+XQgpFIloEYNoHp185OXdu1MDYyi9vUhJOd6rVqCEyGhuOnWBxCcnIzHJ/+B6xbPsdZ9Htna6eEVaAOPTLcKg91ftg+SA/U1yN/USdiNTWHKnhARKaj0L7OIiC+rWxf46y/gsstMZ48lS4DGjbO3DRbD5MWNwYmdO4FNm9JfVq0yWRfuDiC8b95feM6KToq9ovFx2FG8hPV7cnAwXu5xNYZ1vRyNRyzCgcAop4dXoIUiGScCQnEgWME3f1M05STOi9uJD8pc7PRQRETyrAZFqmpQiIiIT2PBS2Y0sK4Ep1ywhkS5cjnfHjMrqlY1l4suOnP9sWPA008D779valaMGAHcdVfWtp3Jv3XHK3r/B7fUsnjb2+xuYx8cCSiZ4H3FPvvb1B8y3HZduE2DhQVfZLHTiYd217xpu27BF48CbzyJ2mVLY/WLg9Ktu3jKC15vkxxp/2Wl6l/2O/1oNe//zCeUtu+64cqk1EliUe99N1Jb2RcsjJp9uhtJRvsvreV1eelZ9p1EUsO8dxKhHZ28P67qG053mohOicfhoEhTX4Wvo1T7/XdxG+/PR04bs7mKZT/4FJyhU066caTk7pfL7Tu9tyBOLXm37W0+GfOx7bqb7/feTSSwbinb20QctHkjAmiVss2q2zKrbAOkhihwKiJSEPnmxBMREUnv999PZz9wmgfrReSV6GjgmWdMxkaTJsCzzwLH7ds+Sg6wc8qOHU6PotCpnbgX4UjGvHB1gPBH7Q6vxsqoKjgSoiwjEZH8Vq1aNQQEBJxxufdUh7j4+Hjr95IlSyIqKgpXX3019u49s8332ShAISLiD9hulLUjaN48oG9f4OTJvLu/MmWAMWNMYOTIEWC4feaBeJGaioYHtuDu5WMxdN531s9LN81F9aO7zfratYGjR9PO4kv+uPjkautnrcT9KJqch+8fyXURSfFodmwTZsbUc3ooIiJ5JsUVkK+X7Jg/fz52796ddpnEguvsjMUW9AAGDRqEv/76C6NHj8a0adOwa9cuXOUu1p4NmuIhIuIvunfnp78JFjB4wOkef/4J1PKeJp8r2LmDkfE33gDuuccESuRM7LjCNqxTpgArVmDG3n1Wlw7i/91fAawl95wEWrYEpk61rovzz3dy5IXK91EtUD9xNxok7cHbB3/FHWVvdnpIkkVt9q1FqCsFs4opQCEikptiY2PT/R0WFmZdMirN7E8Pr732GmrWrImOHTvi6NGj+OKLL/D999+jMzvGARg1ahTq16+POXPmoE2bNlkejzIoRET8CVuAMlhA7MjBM/EMUuSlp54yP195JW/vx1/wH/JRo3jKAKhZEwgNNZ1PuJ8YoEhKwvKSVfFl3c64rfODuPDKV3FDt0fxdOubsLNISeDjj83tSRkU+epwcBTuK3MDjgSGo3iqMij8Sbs9q7E+ohz2hhVzeigiInkmBYH5eqHKlSsjJiYm7fLqq6+edZyJiYn49ttv0b9/f2uax8KFC5GUlISuXbumXadevXqoUqUKZs+ena19oAwKERF/woJ5jz4KdOgA9OwJHD5salI8+aRpRRrkvYjhOWHWxGOPAS+9BDz0kMmqKCwYQJgwwUx1YbvWjRuBEydOry9SxLSB5ZmBK68EunWzipAOzFAkc1vRstblvwoNMG3Z52Y77I7CGh+S75aEVkan+PUITk1GktODkSypfXQnVkQVos8eEZF8sn37dhT1aCvvLXsio99//x1HjhzBrbfeav29Z88ehIaGolix9EHksmXLWuuyQwEKERF/1Lq1aQ16++3Ab78BjHbPmGF+z5CClys4teSDD4ChQ0+f/S/Aum1YjCdn/IqY+JPAJ6cWhoQAFSuaqTa9egFXXw1k+If4bJIDg007VxYg5XMnjkgOMGeNkpVI6hcYSKpyfD/GFmvu9FBERPJUqivQuuTPfZmpqAxOeAYosoLTOXr27IkKFSrk+rgUoBAR8Vc8OP7lF9MGlHUi/vsP4D8U/MkARm6KigKGDAEefNBkcDRo4PVqSz5I3zbTU52XvBfaPFk21PY2rkwSQjbdeGrqSQZdptq3Bd3/V2XbdYs/8hj7bbcBDE40b453IspgXL0m2FncI/CzNhZ4ZRRWvO798e681L5VYrP7PwQqdwMmbgMmpt8nSR2ivd7mRCX7dpIhVe07rERO9r69yPmbbW+TWN9+H0X8s8Lr8oQO3l8PlFLde+tKitlo0yo2E3vbeH9M1jhK2UyZCUn/dSck4FT397BQhOw6Yru9lNLev7AFbNlpP8By9gHClJXrvC4PLmN/m9j2NWzXRf+zFtnVs87jtuuSyt3ndXmIZ9ZQBvd07me7LnzDXK/Lg2vXtB/giTOn3lRJOohgVyo2Fq+AlCL2nxciIpL3tm7dismTJ+M3nhQ7pVy5cta0D2ZVeGZRsIsH12WHTh2IiPizgABg4EBg8eLTbUg53eCjj4BTkfEs2boVGDwYeOcdM51hyRLTZcKN2+JUB055WLAABd6AAebnhRfi87bd0gcnxO+FuOwDSOJ7qiUdtH5ujSzj9FBERAq9UaNGoUyZMrjkkkvSljVv3hwhISGYwlpcp6xduxbbtm1D27Zts7V9ZVCIiBQErGWwcKGZesCe08yoYFGiTz4BIiPPfvvRo03xTRZ8TEw8vZxR8GrVGBo3bU7r1jXBDAYr2rUzmRUFEf8x5RzMsWOBy+92ejSSy4JcKk7qT6omH8LBwCI4FpKFzzIRET/mWbwy7+8rGyeyTklNTbUCFLfccguCg0+HElhc8/bbb8fDDz+MEiVKWFNG7r//fis4kZ0OHqQAhYhIQdGsmWlb2bcvMHEi8O23JrOCLUnZ7SMzHTuan59+CvToAWzZYlpn8icvGzaYA/a1a00dCjf+4xQdzSpIQPXqZuoHW2heeKEJanhR/vAhjPrqE1Q/uB8JwcE4EhqFjTHl8FzbG3E81IcOQBo2NPuPWSMsTioFRpXkw0hNa/4qvq560gFsDSnh9DBERAq9yZMnW1kR7N6R0fDhwxEYGIirr74aCQkJ6N69Oz5iRm82KUAhIlKQsOPG338DL79sAgkrVwJ16phpG+z2wQAG60hUrswG1qeDCAwqXHWVuU2fPqaGhbc6FsyumDcPmDMHWLoUWL8e2LHDZFWsWQOMG5d++gm7XLBoZ9WquC0sGqWOH0f/Wf8i0OXCwirVEBMXh3JHjuKC3Wvw+58v47aLH8T2oj6Sxn3NNVZWSqeNq/Bv7YZOj0ZyyYBD01A++SimRtZ1eiiSBaGuZDRN2I4fols6PRQRkTyXyswGV/4E0HOSS3jxxRfDZTOFODw8HB9++KF1ORcKUIiIFDRsNfrss2aawmWXAQkJpmtE794A5wYyOMFABbMh/v3XZEYQ24gya4DTQh54wPu2OQWkfXtzyYiZBgxSsEgnMw/4+7ZtwP79VhbGk6f+QTvwf/buAzqKqosD+H9LNpveewihhtB77x3pIFIVkS58CogKKKKoICrYEBEVFBsIKL333nsNJJCEkN6TzWaz5TtvBkgC8wIJSXZD7u+cOZvM7My8Td25c9+9dvYYN2IMLvuLLQPdrhjRM+wEZp1cgz+2L8SAXrOQaOsEs7ufkhiQHG/ukZBiUjcrAv3SzyFOYY/P3bqZezjkKTTShkNt0uOIuoDCmoQQQp4bFKAghJDnVZcurDG1WPzyp5+AjRvFj1k3jmvXgDZtgIkTWa8oMdshOBhg/aw//lgskMmmbLD6E+zRx+fJ0xzY9po1xeVRRiOmDX4F7hnp+LVF28eOtaVyMyRZO2DhoeX4Ye8SvNRrJszu/hjlRZijSSyPjTEbH8VvFOb2TvMeTNN2yoiWWaG4rXRDlJWLuYdCCCElzgi5sJTWuSwRBSgIIeR5xopcsowINtWCdeioWlUsbMmmdLB6EyNHihkOmzaJz587V6w98d134voHWJZFxYpisCJv4ILVtmAFOlmAoyByOU5PYO0mfeCNmHybMu6KPbT3O9XG4TvBaB15DXZWGUiydYQqnX/IKl8uklw/r98h/pfjf/x2icAjLUPvX8DaVE6Hfac4yT0aj5Yeg5M9vxVijh1/BJcW8tu08lRc/jl3m76ydHDFuV5F7j6plfljd7CXnuqizNRz99l5bDZ3Wxf5IMn124xruPs0nCjdrpZxvib9Zmvbna/En9NIvVCb5Q9Wp+W+HlXf5h4vZU6W5HrXt7y4+yA7T5HZR8gbSX/9QobyW6c63eT/bjn4SE+Hatf7C+4+tlla7rbdBxdIru9e5z3uPtuvSu/D9AiaIbk+M8iNu4/dtdykY6XJgObZd7DBqSFgo8bug/xxEEIIeT5QgIIQQp53LHiwaJHYgnT8eLGQZcuWQLf7Ke6bNwO7dokZF35+wN694vqMjPzFMtkjW1h3kL/+AtLSxOctWAB88w3g6Zk/eJE3mMECJE9hVe3WaBN5DX2vn8SKhp1h9qky7MtHCRRl37vvijVTWF2RPMEJYtnqaSJgb8zGYfvq5h4KIYSUCoNJLiyldS5LRAEKQggpL0EKFkQ4ehR46y2x9sS8ebnbWXDhUSzTgtWkYMujWD2JsDAxI+P991llJKBXLzGQwQIerGhm3nalnp5Y6irH/rZBWPUSv9jdFU+xLoVPRjLM7n4GhYxTDIqUDfXuhQEbvwd8fYHVq809HFIIrTJDcM/KGXdUHuYeCiGEkFJCAQpCCCkv2AX3woVAhw6sFxTw7bdA//7A778/dYZDvoBHlSri1JDz58WpHoMH5y+Yee9evsyLpO0r8fqyAzhbvwJCqku3IE1T2wkVH9w0BcztKC33vyZ2mmxzj4QUkVqnxZIty8RsGBaco7oTZUrl7DikKGyFOjDUFpYQQsoH+k9NCCHlSfv2YjcPVpeCPbKWoc9y0cayJlgGRd7gBMOO6e8vdvt4+WWhq8jsD/siPMAV43/h14hgDDI5XLQZMDtW7FMmQ+3r98w9ElJEP29cAhu9Tqy3wmqokDJlpWtrBGmj8WpiwX8zCCHkeWGErFQXS0QBCkIIKW9YzYjISMDbG4iNBRYvLpXTGhRy/Di6DZqcCUfjM3e4z8tRKOCk1cDsWJDFzQ2BEYnmHgkpgna3L6NW/F0crFgTGDXK3MMhRXDWrhJ+dm+PQSkn0THtirmHQwghpBTQFA9CCClvatQAJkwQuhkIUzxYLYoxYwCXJ7TxY0U22dSO+8UjC+tgpy+AjiZgeyssWh0GTF8tBAF6jHwj3/NyDHI4pGfCa/NtRPerxD2eQ7B0nYrZ5/tw9xkcdJa77T2JjhzLFA6on5AI/So3yUyT079MQ3EKni3doUJ1vx6plD+mLuNuaxN4S3rDdP7xCuoAobOXvq+h0PDvwlT+SrrTCeP4eksUlt6Gv02ZJ6417vRO4e7QzI4jcBRF4zZS+mfMUIl1pJEW3c2duy3LR7qeiTqO//VzvM3vCiLjdAzJcuP/jto68Kdz9agk/fOc1sSPu09BHT5kOdLdXeyu5ekQ9AijY/5v8L8OrRFoSsab8TswtcqruGbn/9g+2y9+wj0eIYSUJQYqkkkZFIQQUi7NmSMWumQLK2bJsiqepGlTQKkUC2N27iwGNT79FPjzT+DIESAqSqw9URAW4PjsM+DsWWCNdCtJe1M2rE16NMu6DXO77FFRmP9eIY1/QUUsU0BqPKLtnaFVqc09FPIsZDJ8V+EFhNj64vPbv2NM9G7YGfitUgkhhJRtlEFBCCHlkYcH8N574sKyKFiHj8mTxboRPKzYJcOez4pfsraNGzYACQm5z1GpxLn+rLXog+VBq1G2eHkBbdsCPXvmnvsR0Qon+BpS8WHSZmhCXLCzegOYS6q1rfDonK1BpNlGQQrNaIRdTjYueVLdiedBjlyJmdVGYGD0UQyOP4om6aEYX328uYdFCCHFzgC5sJTWuSwRBSgIIaS8euMNYMkSMcDAOlZ89BHw00/858+eDbzzjpg5ERSUuz4jQwxYPLqwLIl//wUS89RwsLYWAxhpaUBMDPDff4+dZoz3K+ibfg4T0g5Da2UFc8pQienmjtlZZh0HKZzqidFC6a+rnhXMPRRSTHRyK6zybI0K2Ynwz6a6MIQQ8ryiAAUhhJRXarU43WLoUKBfP2D5cmDaNCA4WPr5r78uZlqwzIe1a3PX29sDtWuLixQWjAgPfzyA4egIdOoE4Mhju/gYxKILVz3Me4GZaaUSHh10FlC0kzyxpejCrb+jVnwEbHPE1rCnfKuae1ikmAVronDSgb6vhJDnk9EkE5bSOpclogAFIYSUZ6w96NdfA7duAX5+YvCBZT3wAhpz5wKvvgosXAjUrQtUrgwEBAAFZTqwQESdOuLylBQmsZaFDNJFBUtL45hQYQQ33PhFAoll6Bh6GW0iryHditWckCHGzgknfauZe1ikmLnmpAutiK2NOciWmzfDihBCSPGjAAUhhJRnrGglCza0bg106SJOuTh2DGjRQvr5I0YAq1aJUz0eFMRk3S0qVBBrTbCABXt88HGjRmJdikK6YO2HXprLaHfnCtbWbgVzaXH3BrKUKtx24XdtIJaBtadlvmjVD5uDmpp7OKSEhNp4Y2DCCWFZ4dUeqz0K3wmGEEKI5aIABSGElHetWgEDBwInTgC1agHvvgscOCAGLx7FLgK3bQNycoCICLFwJlvCwsTHS5eAjRtzC2f27i1+XoCbbwY+ti5K641ZH+xA/aRQ/OYnHaCQaaUDH7oEfh/K3Y55amc8qWXovXvA8reADh0K3U60ySh+a81TK/jHCvz7nuT6+HY+hW8lWoBKixdyt/lZ8VM+ZZwmLZETpNtJMrW8o7jbokIqS66vO0263Srjei1Hcr1VnFjsyzElGzaJT+gm82j7XA7b/6S/FuG/2HP3cbjLP7fP4UzJ9dleNoX+mgu04lSWRzlfzeDukhHkyt0mz5Y+mdP5OO4+RiexkKwUWQynVoSrM3+fMP7Pi7Z5dUz2nYTayeF45/JajIrdD2frbPRwHy/99wrAtvil3OMRQoilMZZikUx2LktEAQpCCCHAjBlAkyZiQOGHH4CtW8VOGzxsSkeVKuIiJT0d+OsvYMIEsQUpC4IUgkatRqa1NbpevQS/pEREubqh1LVpIz5++GHpn5sUmbVBOoBBng8mmRyXXCvh5bZvo2fkCbx95V+o1KlYYtcKRpllvtkmhBDy9OgvOSGEEHEqRrNmwOnTYhvQmTMBg6Hox3NwAMaOFetUsO4fRTBpxEgoDQasX7wItlotShULrLCskPHjxa8HsXi9Ik8K9UIO+D19rRNStm2p0AwLar+IHtqrWJP0K8ZmHIXC9Ax/twghxMyMJnmpLpbIMkdFCCGkdLH0aNbR49QpMVjBpmr8+eezHXP/frFOxb59QHx8oXc/EhSET3r1h5M2C+u/X5Rb86Kk7doF/PijWENjKaWHlxWNE28iXu2IaHszZNsQs9nm3wT/cx6IS0ofDNBewoTMo+YeEiGEkGdAAQpCCCGi9u2BXr2ADRvER5b5UJTMBVZkk7UPZYuNjXjB7+FRpCH93rINVjdpjkqJCTj16WwMOH0CJYq1RO3bV5zCcuhQyZ6LFJt20RegNuqxLbCxuYdCzCBM6Y6f7MTCvmoTv6YIIYRYOgNkpbpYIgpQEEIIycWyKO7cEbty3L0r1qN4WufPi4GNli2BuDhg/Xqx8Gbnzs80pNn9X8LSdh2hzsnBZ/+uxoR9u1BiOnQAsrKAFSsAX9+SOw8pVuNCtgtvtH6t8Ww/a6TsilI644RVAGroYyG/36aYEEJI2UMBCkIIIblYF4/XXgP++Ufs7PHpp0BqasH7XL8OvPQS0KABEBIiFse8cEHMROBU1i+shd16ofmsuUi0s8e0Xduwc+E8/DNzGb7/7C/4xCUXyzmEzI+zZ8XioMOHF88xSYkLSomAb1YSjnoGQ6csfEtb8vz43a4x/A2p6JBd+M42hBBiCYxUg4K6eBBCCHnERx+JQQa1GsjMBL74Avjkk8efx2pCTJwI/Pwz4OcnPo4cCSgL969FmcEPYqjS85wOavQaOQu//fMdKqQmIiA5EQqjCfcCnfD96I4Pn5ep5BfJiwkpYKpJzSzxkQVanlFBrUQLkr5U+muREMZ/TZ06zudu27N3puR6hef91yohw8+OP0BWhVLCwKDz3F1WX2rE3absKN12U32MP4bEYKt8n0/6S2xj+0HfQVCHSLfdXB7Smnu8zHp9udswPFpytasHv41nWjX+2E1W0m8Glen8ziPpFdX88cn8JFff7q/g7lLje35AT5Yh/XNhsi+gDWp2AV1TnB2l1+fwp2EYgwK422zCkqTHp9MJj7fghKPKAAzVnMZeWYDQ1aOLfBD3eLuMa/hjJ4QQYhaWGTYhhBBiPmxqw1tvAWvWiFkUX30FREtcqJlMwLp1QPPmwM2bwOjRucGJkyeBqVOB5GLKbrhPY63GoJffRvPJn+H3gc2EdXvaBBdfDQ5ra3F6BykTPNJTUCc2Ehe9A5Bg72Tu4RAL8Id1ffgZ09EpJ9TcQyGEEFIEFKAghBDyuLffFluFZmSIF+1z5z7+HIUCmDFDDEawehXMlSvAgAFiy9KvvxaniJQQo0L8F6a1LqZkQLlcrKERFQVcvFg8xyQlavbetcLjJx1fNPdQiIUIU7hhv7ISRmWfga1JzKwghJCywlCqhTItEwUoCCGEPI4FJz78ENi4UazJ8NNPYn0JVvxy+nRx2gczaZLYoWPaNHF6R506YrHMlSuBDz4AFi8GIiJKZIjZKjGN3UZbQIp5YT14XW++CbzxBhATU3zHJsVKrdOh7e1riHByx3Uvf3MPh1iQn9RNoDblYKT2rLmHQgghpJCoBgUhhBBpY8cC33wDREYCPj5A//5AeDiQnS3Wn+jWDahbF3j/fTFQ4e0tBiTGjAFUKiA9XewCwmpa/PJLsQ8vWyX+C1MXZ4CiUiWx9sb+/eKi0Yi1NYjFmX5oAxQmExa16WXuoRALkyi3w+/WDTEm+xR2wBc3ZS7mHhIhhDwVYykWr7TUIpmWOSpCCCHmZ2Ulth09cADo0kVsP8oCEWw6R7VqYtYEM348sGkTcOsW8PrrYnDiQRYGC178+itw7VqxDy9bJRZLVGfzC+4VyaJFwIQJ4sf37hXvsUmx6HXlFF68dBxJNnbYW62uuYdDLNAGVTDuyF3wJs5CzurlEEIIKRMog4IQQghfv35Ay5bAuXNAWppYk4JNg2BZFaz9qMEg1qJgtRuksOAFK7L53nvAv/9KPuX6R1O5pw+a+xV3W7jWVXisdzYSu+rmFsrURjhw9xnY7iR3W405ec7lWR2X5HJcuXgF9VF49Sfzx50SbORucwyQ7tigSuD/u741jD+Omu9Lj0PZkD+GnM78trJ6g/R9jXCN+L2Q4uGWpxXLI+JipQtbNh985bF13f++hH6/nIdKo4fSaESWlRXGjh+FzMDc12K6JD2+b0I6cMegbcT/2laMdpZcb7DL30kkL9sYfkbPriPvS67vEcj/HZD7V+BuS6gl3VZVWUBn4FuvuHG36T2lx17jyzTuPvc+5d/rutj7c8n1XVt8zB+ggR9MSGko3YVH4+Uluf7DaCf8/s+36O2Zhi3ODfnnJIQQC2EwyYWltM5liSxzVIQQQiyDTCYGJFhdidWrgVdeAT7/XKzPcPWqGJwoyIMCm//9B5w4UaxD2980CGl2agzbegpyPf+Cu6iylVbwSOdfmJHS88aM3Rj2zUnIjUZc9ffFxob10fSTOThXKdDcQyMW7KJPIHY51sawxKNQGYtxKhghhJASQwEKQgghBWMZFK1bi+03u3cH9Hpg2DDA5SnndbPn1q4tdvwo5lTrr4d1hDpHj+krd6G4XfPyhW9aipg1Qszm5S+Posn+cNwOcsPrW4ej/1tTMHXkCGhYrRBCnuBv15ZwMmjQI/WCuYdCCCFPZIIMxlJa2LksEQUoCCGEPBnLmNi9G6hcGahSBZg58+n3ZVkW8+aJRSd37izWYa16oQmSHWwwbNspKHXFW4vi92ZtxX/d7LUTswg6cw9d1l5DvLc95qzoA72aZqaSwolWuWCPYy0MSjpBWRSEEFIGUICCEELIk734ophJ8e67wMcfA1u2iMUznxarUdGqlRjYYB1AitEXI7tApTdgzo9bivW4O2vWw11nF7HIJ6u/QUpV178v471J22BUyDB3WU9ATm9ZSNGscm0JZ0MmulMWBSGEWDz6b08IIeTpalEsXAhcuCBOeWjcWAxWPO2UDbY/6wjCim2uWVOsQ1vfqQHuuTui3/4LUGt1xXrs+V37iq+RdfYgparSjQQhg2Xr8DpI8bQ393BIGc+i2Hc/i8LKWMxdfwghpASKZBpKabFEljkqQgghlqd5c2DoUGD2bHFhRS9Z8cunxepY9Owpth7NKd5U689e6waF0YQ3/tpXrMfdU7222Db1r7+K9bjkyY52qyI81jgbbe6hkOfA364t4GLIxIDkU+YeCiGEkALITCZqDk0IIeQphYcDQUFi9gQLUNy+DVy5AiifsjbAxYtA/frAkiXAhAlPfHriPX/utsZ7J+X7/MK4j2CSyfDGPn7fTTtlNnfb8RjpjhBnP90HHDsmZo7Y2ubbFjxbuo3n7JGruOeZ/8MQ7rbsltIFOfWRdtx9VAH8Ip6Kk9ItV5VZ3F2g78jvUanVSrfXNMbxC1be/t9b3G2dOs7nbvv30Mew12vxVv3RuORS+eH60Bf5LT4rr5O+O57hL92Ok9EPTuJu8/hA+uc6vQq/la3j9RTuthy3/D8/D6hu3OPusy3qO+62wCVfSq6vtMHA3UeVyP/myzXSGUjaCtLtYJmUqvyvrdf+BMn1abX4bWmd9t3kbjNU8ZVeX0BtEqN1bqehMTe3Y/jt/ZhfexB2+jbi7rNvx7vcbYQQUhLS0tLg5OSEt470grU9//9cccrOyMHCVpuRmpoKR0dHWArKoCCEEPL0KlYEpk4VW49OngyEhADLlz/9/nXrAsOHAx99BGg0xTq0da0bwkmjRf2D4cV6XEycKE7z+Omn4j0u4eoUcw5O+iys92uRLzhByLP4uWo3bPZrgncur0Xr2MvmHg4hhBAJFKAghBBSOKzQpb29WEuCBRs+/LBwwYa5c4HEROCbb4p1WF++1AVGGTDwx7PFely43r/bS0UaS4XSoMOUkA3IkSmwrEpXcw+HPE9kMnxVsz8OetXB7It/o1EiP1uDEELMwQB5qS6WyDJHRQghxHKxNEAWZFi5Ehg5EkhIKFywoVIlcXrHggVAEj+9vrA0ajXOVA1AhVvJcEwsxuwMVhiUadCg+I5JpBmN+OLCCtgYdPi2Wm/oFfzpA4QUhVEmx7w6L+GsW1XMufAnnHT8KVKEEEJKHwUoCCGEFB4LTDg4AAcPAq+/LnboYFkRT+u99wC9XgxSFKP5Q18QHod+c7L4Dnr9uvjYsGHxHZPk46jLwLTr/2LT4bmomxqOs86VsdWvqbmHRZ5TerkSn9UeBBNkGHdzu7mHQwghDxlNslJdLBEFKAghhBSejQ3w2mti5sT48WKNhnnznn5/Ly/grbeAb78F7t4ttmGdqxaAVDcbNN4XLtyNLxbOzuLj6dPFczySy2jEt2d+wL9H5qFn9GnkyJT4rWJHvNNgjLlHRp5zqSp7/FytG16IOo2aKcVct4YQQkiRUYCCEEJI0bAsCJkMWLoUeOcdYPFiscvH09i/H9ixg7WFKPYL/10v1YRKZ0CH/24U3+tk2LQWUqz63juOWmmRuGXvg6n1x2BAm/exsnJncw+LlBNb/JvihqMfplxbD7mR3/mEEEJI6XnKvnCEEELIIzw8xHajrEgmCzKwAMUHHwC//cbf58wZYNYsYOdOoFEjMUjRpUv+52RnA1ZWQlFKN19+dkVo5+qS6+tcG4t+8nPovfgSFigHPnVxy9HDOKnenp5A5cridBaWlZHneHLprpb44L/B3PMo7idkSAkZOBuF1Xj0Iu426zTpLJKUqvyvSVNffpDpyuI6kutdT/On9zS6JN2KlXlDr3nYXeGCe5WH641K/viCa0dyt+Ws8pRc7zM2jLtP/HeVuNsiekiPw/2Snl+HMUvH32awkVx/8w1+p5Ie1d7hbguylz5ebGv+D5k6md++Tussne7rFM5/vV4HpVuJMrLEZMn1jiG5rT8fPxm/hatJKb1f6HD+a6oxs4BCmD4e+N69C74O+xUDrhzAJrfG/OcSQkgpMEIuLKV1LktkmaMihBBSNkyZIgYq2PSOOXOA338HLl6Ufi5rT9q4MRARAaxdC5w6BXTtKmZhMGlpYrDDxQVQKIDp04s0JKNciV+btYObJgMzdm9EsRg7FsjJKTj4Qgpts19TGCDDzCv/FN+UHEIKIcTWF9td6mNk7AE466lgJiGEmBsFKAghhBSdra049WH1aqBePaBKFbENqZSwMLF2xdmzwMCBuYGJrCzgyy/F7h6saCbLnmBtTBcuBE6cKPj8OhOwIwPQ5L+4XdSpN2IcnPDyyUMISIx/9tc5bZqYOfEVPxuAFF6i2gm/V+oI5xwN3r72r7mHQ8qpFV7the4eo2P2mXsohJByzmCSlepiiShAQQgh5Nk7etSqJdZq+PRTYOtWscbEo3Q6MRjBpnk8+PyHH4CqVcWgxksvAbduAamp4lKnDjBjhliA81EGA7AmDbI2dyB/NRqyzx+fYjB+yBjIYMLPfy979teoUoldPC5fBjTF2MKUYGWVzoiycUX36DNw06aaezikHEpX2mK5V3t0SbmEWpn8KUSEEEJKHgUoCCGEPBulUmwzyoISdnZAkyZibQoWWLhzB3j7beCLL4Ax9zsz9OwJrFgBBAcDkyYBHTuKrTxZsMLPT3wOy1Zg00bYMXftyn++jRuFbA35G7FATWuYRjgCK1KBuzn5nhbi5Ye19ZuiQkoixh/a+eyvk70O9prmz3/2Y5F8fqnSFew+To971CmFmMcOl/q4buOLyfe2iy2QCSHEDIzUZpQCFIQQQooBCzq0aydmPLDAwsmT4udsygebvsG6fLDAxddfi7UmWItSNiWE1atgdSvY86SO2aqVmF3xoD5BbCzQty9gbQ3j1gowrfCF6UMPwE4GeZM7kH2Wv2DfBy+8hGS1LSYf3An39Ge8O88yPNRqMbhCntnirUuxbe9s/O/6Bhx3D4JGocLIsD2onH7P3EMj5ZBJJsNi326omB0PfP+9uYdDCCHllsxkksqdJYQQQgqJBSWaNQOWLwe2bBGnQ7zxBhASAnzzDRAVBfj6Anv2AI6OYsDiSQ4dAtq2FWtcsAAB06GDGORgnUMe1LH45x9g8P3OGbdvA4GBucc4fBho00acMsIr4AngaLh0J4U5t/vmfjx7I1odDsPrPw7Frepe2NVeuiZF7Xf4tSqMKv7LtY2W/pdsm8BvgRgxkF9cUmEtfSfY6qotd5963fntWSO+qya53u6ulruPPEd6fKvOfA6XnAwhcyIHchy3rYJWmlvQypRotXI6NLZqyf1MBdzxCfKMk1yfkGXH3Sc+xZ67zeM/m0J3QXG7wv9eZXpLd6FICeZ/D51C+OdyvyA93choxe+SISvgbV9aoLXkeufr/GlNCk0BXUvSpPcz2UifR9im5jeYk+mlv045LtLfJ0Z5mv/zLGc1cR4xKeMQOuSEYlTjKUhSPd5RZPfB+22HCSGkGKWlpcHJyQnjDgyCyp7fmag46TJysKzdGqSmpsKRvS+zEJRBQQghpHg0bSoGEWbPBlauFKdttGghBioeBDCYTp2eLjjB0qxZTQqWtcCCHnm7gbBCmw9qWTDsvBkZgJeX2E0kr9atgf79gUuXgCVLnuklfj+5vfA46bsDz3QcAtgYshGjdMLn7j2QIVejjeYmMuTWsDHl4Pc5v5p7eKSc+s22CXJkCowL47QdJoQQUqIoQEEIIaT4sCKZbBrGt98CcXFiIIJ172AZEH36PN0x2HQO9vzatcWpIL16Ad99l7t90ybAzQ2o9sjdfFb/4oMPxCkjD4IiD6xaJXYGYcENFsgoogQvR4RVdkfNK/dgm8HPGiAF89ImQW3MwVVrX+xzqIlhFcbjhE0lOBrFr6l3Ypq5h0jKKRYs+7lSN3SOv4C6KbfNPRxCCCl3KEBBCCGk+LCOHBMnioUk2fSLRo0Ad3dg0CCx8GVBWOo5Cz6wbhlDhoh1KVimxJo1+YMRBw8CnTsDTk6PH4MV4mTtSllHkUe7cCxdKnYOYe1Ln8GyiW0gMwETvz/4TMcpz/rFnBCmdmx0rC+ukMvxofcArHNsKHy6u2mweQdIyrUdXg1wxaEC/he6CQojf8oOIYQUNwNkpbpYIgpQEEIIKV5sigcLNrBimay7x6lTwLp1Be+zb584HYRlWTg7i3UjWB2LBg2AzExg0SJgwQJxWodCIQYypObSs0DExx+LnT6OHs2/behQseMIy854BmcbV0Syiw067L2RW7yTFErz5OvIlikRovbNt/5ntw54qcLrmDOht9nGRohJJsd3VXsjQBOP/veOmXs4hBBSrlCAghBCSPHy8BDbjLJK+BUrAt27ixkNOfnbgD7EpoKwVqNs6sXOnWKwgnXvYIEJ1gGEZURMny52CGncWAxMzJoF9OsH+PuLgYy82Dorq8czJVgGBwt4sNoYN28+00tcO6gRrHUGsSsJKRS5UQ+f7GSE2nlLbs9Q8gseElJabtn7YpNPM7wSsRdu2TTliBBSOoym0mw1CotEAQpCCCHFj9V6YIGK998Xp3uwTh55C13mxZ7HsiccHMSpGxoN8MUXYmCCtRhlBS5Zscxp04CffxaDDOy4V66IdSUmTxanbrCuHiwYwtqb1qwpjuFRbAwswDFw4DO9vDWDG0LHOiWwcZJC6ZB4WXjzsc+trrmHQkiBVgR2QrbcCuNvbzP3UAghpNzg93IihBBCisrWFvjoI2DsWDGwMHy4+PmIEWIxy7xYrQo2LeSFF8T6FWw6SGoqMGqUGKB40DKUZUSwQMTbbwNduoiZEyzwwdqHsmKcrIVojRpiy1EWgJCqecEKb7LzbN0q1rJgLUzv+zuxheRLUSskWnUqgMv1fNHwdKTkPlme/NsSMiN/zqfLDen9stz4bSPVofx/5RV2SWet3O7PH1/yND/uNisP6SktKdWksx5cNWlYuHkFLjoE4l+v5shQ2qJr3Dmws+93qomUmtJZFF0Dz3LH8F3DP7nbaq7/UHK9LkSiXsl9/vs4mT0ANJ7S3yvfQ1ncfbJd+X1kTT2TJNcrNfy2mxqfAr5XL0gXanVa9Hh7zAeMMv69KYdI6ZahOjf++Aze0u1gGftbxkK1C2U0fvy2r+p46ddrdZafESWz57eY5VGmiN/fbDbtyKsj3r67CTvs6+KCfSB61JzF3W/b1XmFPhchhORlNMmFpbTOZYksc1SEEELKvldfFTMZ3nlHrAuRkAB88430c1nmAwsysAwHFlxgUzB+/DE3OJG3xsQbb4g1KpKTgVq1gPHjxekgv/4qthJ9UkHOB91EoqKe6eWptTliPQzCNevoWtTJiMDw6INYe/5z/HlhIQKzYoWyXH9e+gqVUqLNPcRyT6XXCdNuiLQ9znVw2bYCJt3bDiUVzCSEkBJHAQpCCCElgxWkZEUyWU0JVveBZUewQpeJiY8/l2VRbNsGhIeL3TZY7QoeFqBggYEH9R9++EGcAjJypHjOJ9m/X3zs2RPPwlajE2tdEGlGI1rdvY5YlRPerzoMZxyrwM6ghYteI2xWmQzwzZD4WSClpnP0WWzdNwffnvrR3EOxXDIZvvftBr/sJPRLPGnu0RBCnnNGyEp1sUQ0xYMQQkjJ6dVLnEbBimayApgsQ4J195Bq9enm9nTHPH5cDERs3iweq7AeZFfExgKOjigqAzuOVCeRRxmNaHfjOtzTM7COFflk80PKgZeuH4GV0YBrdv445VxdWJiqmVEYFHMUDoYsHPGvbe5hlmldDlzFm8v3IsnZFrcCPXG6TkVs7VjrqfZ9JXQ3Xg3bLXxcMy0STroMpFkVfjpEeXDbxgsb3JpgeNwhHLAPRoJV0f9uEEIIKRhlUBBCCCk5LDPi88/FqRfbt4vdOBYvFjMliooVpkxJAf76q2j7s7oWDJt28gz0Sjm3zaitVoux+/Ziw9eLcH3mu1i+/Bd8vmY1rs6agdcO7EN5kCNTCLUm2iVfgdKYW+fhlp0f5lcZhFnVXzHr+Mo6j6Q0zPt8AzwS0xEUFoc+uy7i40WbcKLv5/hv/8f48fi3aJwQIrnvhBtbhOBEssoeM+uNFNZNvPFINxySzx9ebZAlV2Fs7B5zD4UQQp5rFKAghBBSspo1E+tCsEKYr78OODsDc+YU/jhhYcDLL+dO0fDxKdp4WKFMV1dg7Vqx6GYRGZSPZFCcPStOM/H1xcXZ72HG1i0IvncPEW7u+LZzF8zv2RNaKyvM3LoJf//wHVTPcG5L56DV4J0T/wnJo8lKe+jlNBXmSVqdv4ndkxfhxkuzsfr9ZU/8+Xjh6GXITSbMnNEPzTbNQKe/p+DHYa1xq6IHdHIFKmfEYMH5FfjizM+PTet4KeIQ4qydMLjVOzjhGSwEKtrFXeIG3AigUajxk3dntE2/joYZYeYeDiHkOWUwyUp1sUQUoCCEEFLy2FSMmBhxigcLVKxcCVy+/HT73rsnBjaCgoA9e4AlS4Ds7KefEsIbT1aW2GXkWTIoDAagdWuxa0mjRuLrysjA4WrVMXnEy6j+2efo+s67+KZbd/zcviOazvlI2Nb4zm1s/fr5bVG6YN9vUBqNOOFTDfOqPFtL1+ddm5M3sW/SQqyYtxL+8SnIVlmhYUgkOp++wd2n94ELaBAidpA52rCK8JjqZItlI9pi+OLRGNx2FsY2+5/QIrNRciiCUyKE51ROv4cZl9dAK7fCmOZvQq8UO46s928BtVGPHtGnS+U1l1X7nGvhom0AJsbughUVFiWElENRUVEYMWIE3NzcYGNjgzp16uA0a/N+n8lkwgcffAAfHx9he+fOnXGTFT4vBKpBQQghpORVrQpMmADMnw9cuwZ89RUwaxawcSN/n6Qksajmd98BajXw6afA5MliMKCIKi3OrX2x380VFVauRJvK/rjn5oqqtT0l97l1yT/f584ZGXjl0FHUuhAtZFAYjxxBlKsL9jVqgOXt2yDc0wPV64oXj1Vx97HjtZlxQwiMBP78M27F3xOnrNxXY85XkmOwyuS/JmMByQnfrP5Bcv2AX6Zz90mqya9DkOEvfbel4pbUhx9Xz4xCk+hbuGHriw98h0EekwQ5pximI+eO/a0h+b/meXWs+Bl3m7OrdHtNqwx+K9EsD/5bIft70lkMmX78tpvxDfh3pAyJ+b+2c39bj5f3noBRLsPOtsGYN7kHBmw7hzdX7IPM0QhH+yzocvKPb/LvezF+7WFh+gxb3GcZoZPn/zqm1rXCddcADPScic2b5mLexd9wxCcYnSPPg6W1vDJ8EsJ8nB8+/6t6XTBy4W70uncKWyo2f2zcqmR+NofOhd9WldtONC2Du49R6co/l7P01z2nK7/uhu2/J7jblFUqSW8ooAvQt5og/Ijd6HtjG1bJanCfRwghz1ub0eTkZLRq1QodOnTAtm3b4OHhIQQfXFxcHj7n888/x7fffovffvsNlSpVwuzZs9GtWzdcvXoVavZe7ilQgIIQQkjpYJkTrBUouyD/5BNg2DCxXSjLQJDSty/AovKsbsVbb4lTQ4rR66NfwebPv8ayn35FrxnTnvj899dtwIBTZ+Cs0QhTF/QyGa75eKPP21Ogf5ruIXmxFqqsawkrFjp8OFC/Psoqe60Gf1xchAi1B67b+WFg7DHhwnlulcHmHppFm/3nZiE4ccfTDa8sGQmNrfjGbUvH2nhjxT703HsZh5qLhUUfcEnJwOh/jyDVXo2Qip44klgTOjk/QJBs44g/g9pjSMhBvBB+BqkqW3zQYxCu+gTke55RrkSUoysqpceU0Kt9foTLnPCvqSqG4xr2miogTkaFRQkh5cOCBQtQoUIFrFix4uE6FoTImz3x9ddf4/3330df9h4OLLF0Jby8vLB+/XoMGTLkqc5DUzwIIYSUDk9PsZvH99+LdSkaNBA/53XC6NhRfGSZF8UcnGCuVvDH/po1UDPqHtpevfbE5488dAQuGg121qmFV8ePRrWvFuCFmdMLH5x4cIeWTVdhRURZgCYhAWXVJ5v+gXtOOhqmh2F4zCGYZDJ8HdAbiSrqdMAzcdM+vLbzCCI8XNBl/pSHwQkm0c0BOUoFuhy+juXTfsOAnWchv5+J8M28f6AwmjD13UF4bd6r2OH85MDWknq90Ln/J3i1yxT06DcXu4PqST7vaGB1YZpHYHp0Mb7S59PvqIkMWGEiLph7KISQ54yRtf80ldJyv81oWlpaviWbTaOVsHHjRjRu3BiDBg2Cp6cnGjRogJ9++unh9tu3byMmJkaY1vGAk5MTmjVrhmPHjj3114ACFIQQQkrP1Kli7QiWTfHZZ8DRo/xpHixrws7umbttFOR/r46AQSbDvFXrCnxe1egYKIxGrG7WBBPGjsKBWsEFpoE/FVZTg92FyMwE6tZ9poKd5tT5+iXEqJwxIXgCvqjYF/3qzcAOj4bmHpb5sekrnCksY7YfhsZahS7zpLNvPpraE5E+zqhzIwoffb8Z5178BFvHfYv6N+7iZJ2KOFWXMzWBQ6dUIcSFP22GWd2gpfDYN+J4oY5dHmXJrLAU9dAa99DERAEdQkjZVqFCBSGQ8GCZz6bjSggLC8MPP/yAatWqYceOHZg4cSLeeOMNYToHw4ITDMuYyIt9/mDb06ApHoQQQkoPCzh89BEwbpwYgOjUSaxF0bMn8OiFmqOj2BKUZVmweYss04IVpWSLXi8+5uQABw6IxSnbty/0cDJt1NjQpCEGnjyD1vtDcLh9/pT6B8bvETuHLOtU+HMU6JVXgFu3xCAMyyrpUxZbb8qQprTBHVsvYSkvvDKS0P/WcWwPbIg7zt6Pbf9l+S9oG3IDP7Zvjy9f6PVwvXtKGlwzNNjVIBg6lfT0jO0daguLUqdHz+2X0G/vBdQIi0W2lRJTZpTM1JkQTz9ky5Vokli4Ymbl1QH4oyfCMBnnMcbkKbTVJYSQZ2VCbmZDaZyLiYyMhCN7z3WftbV0vR+j0ShkUMxjhcbBEmEb4PLly1i6dClGsi5mxYQCFIQQQkrXqFHAokXAO++IWRRNmogBhtdee/y5rHvH3r3Ajh2AQiEuLJDx4OMbN1jVJuCll4C4uCIN5/3BA9Hn9DlM/m4/N0DR7up1pKvVCPMugQvwuXMBVuF61SosztJj8mCJr4MFS7Szh29WMsqLXpHH0efUCVRJjRHe2r18dR9Gd/sfrrvlr+sQkJQImcmEifv24bWDh3DVzxf/tq2HCgnJwn6/dmnxxHPpVUqs6dFEWErDbXsvVEu7J2Z+PGuG0HOuAyIQiDS4IBvTcBoL0MzcQyKEkCJhwYm8AQoe1pmjZs2a+dYFBwdj3ToxC9XbWwzWx8bGCs99gH1evxC1tihAQQghpHSxAAPrzsEKKCUmisGFOXOAoUMBG5v8z2Wfb9nCPxbLoGB3oZ/iH6tAotyF1kqF1S2aYsSR4xh94DBO96ucb3vliglwz8jA6TYV0bRx/rvLntbpkqfJKqC1RuPRix5fadsEKzyOovONy/hq3a94c+ir+TZbxfJfkstNfrvDYTHS3ToCD/BrXmj9nbjbdE6Pv65ktT3cM6KRUlP6e+CaKT2XlZFHxUtvcHTg76Mz8rtkqKTvOhlc+W931MkG7jZV3CPtU4xGTLmxEXKYcN4/AGsbNMOHm9di6Z4laPHOXGjUavgf0MNVmwq/xGSkWtlhfWBzdI46j3oREWjwR4TwI6hTKHC0drWHh3XtGcJ/vY/+TuShaxYsud7hVhp3H7s1V7nbDlephRppUWgZdw3HPHPfhKZW5Y/Bbfcd7jZ9gHRnnJwAJwQnhyM4NRL/BuYvkutwTbrjC5NZXbrDh0nBv9t469vHu5I84HNIer3j9RTuPpVNyfgQx+ADDfSQIRHW6IxI7DMFoFuDOZL77Dj3Efd4hBBSVrRq1Qo32I2hPEJCQlCxYsWHBTNZkGLPnj0PAxKspsWJEyeE6SBPi8LjhBBCSl/v3mJxSJZFwTII2NxEVjyzsMLCxMfQUOAO/0LpST4a2A85VnL0/uriY9t6/X1RuOO9ZXBdlKRRPf+HS77+6HHlIr77M7dCtiWrkByPoIR7CJWY4vA8apt2TQhOfNG5JwaPm4I1TVpg2qARsNbr8fPvy4TnuGjT8Mf+L6Ey6rGkZk+sCOqG4R3fRacX5mH6mIE4EVQJ3/cu5qlCxWSTf1MhgNInkt+as6jqpN7BgivLMe/qrxgath/fn1yK/93YjPqJt1AWKI16zL7zD5ZiD7ygwQ5URG/0xRD0EsIV7+AU3HX8wBAhhDwNY2kVyLy/FMbUqVNx/PhxYYrHrVu38Ndff2HZsmWYNGmSsF0mk2HKlCn45JNPhIKaly5dwiuvvAJfX1/069fvqc9DGRSEEEJKH+tewdqNtmgBnDgBjB0LsDmNY8Y8XceOqCixlsXy5YCfHzB5MhAYWOThsEKFh4dWQ4eVN9Dqr5s4Miz37nbLPaHQqRS41tAXJUoux8AJU7Dmx2/Q7dolfPHPH3j7pRGwZAu2/SE8zm49HOVBr4QzwmOkq/vDdTtqN8CxU8fR4vZNvL5vBwYfPwFbfTa+qDsQOyo0ztfKc23bxsJiqdJU9ohVO6NR0i0hW8RWr0WfqJOoej0KAWnxcNVmYG6rwTjmnz/FV8qwtBNoey4MHro0WJn0sDIZHyYwNUkNhVZuBSujHjMur8WQdjNgyfrEn8SYmD2wMhlwB46YjZaIldk/3P6FqTGWYjdmhq/D21VHwiij+3+EkOdPkyZN8N9//2HmzJmYO3eukDHB2ooOZ+3S73vnnXeQmZmJcePGISUlBa1bt8b27duhZrXEnhIFKAghhJhH8+bAwIHA++8DBw8CrAo0m/rBqR4tYPUm2HO++UYsuMmCHCxtsBD/+Hi2TKmDVqtvofuSSzgypIoQMPAOSYZrfCZOtCtc14Qik8sxaPyb2LBkIfpePAutlRVm9y+ZooiFUTE9FhNCtmKftib2VamFPtdOYfi5Q3DNysRJ/yq445I71/R5lq4Uf87e2bkRO2rntuucOHw0ji74AG/u2yF8fsC7NrYElM2aBOsrtMCEm9uw9uA8uOoyhOwhFljIkSuFgMLrZ7c9MUAxKvUIXso4ixyZHPEqJ6GI6k17P/zm3xFKkwFdU89js39TjA/Zhm7R59Ah+jz2+Tz9/OTSND1iPTqnXIZGboVFfr2wJ+rxaU7pMmvMMzXDwswDeCVmP371ud8imRBCCslokgtLaZ2rsHr16iUsPCyLggUv2FJUFKAghBBiPixrolYtYM0aYNo04MsvxWwIlhWRF+vYwQprsuezdpzTp4uLE79eQqHJ5dg7qga6L72CjsuvY++Ymui96IKwaeUb/HnsxU4uR/8JU7Fl8Zd46cwJaFUqfFO3P8xpWNg+tIi/jhb7r2PW/n+FdVqlFdbVaopPO74IK/6U/efKUt+uaJkWggiX3AwKhn2P2k7/AF2vXkLdS9H4tXpuD/iyZk3FVngtdBeccjS44FwJawJbY1+t2kKW0e6/34ODLqvA/R0MGnTU3EAO5HihuXTthZVVxa/PlzX7o2PMRUwI2WaxAYoolVj3YpNbY+x3rQNEXZd83hWZO3717oBR0Xtx0a4izjpWKeWREkLI84ECFIQQQsynenWx5SgLPJw7B/zwgzh1Y5k4n/+h06fFehV9+gA//shKRZfIcHaPC0b7lTfQ+edr2P9qDVQ9FY/oCk5I9HnKIpzFxKhUoufk6dj5zQK8cuwQDFlWWNyMf8eipKkNOcJd9Jndh6FudDgu+lTE1qCGDzs9WElVH33eGI2Yc2eN8OH87n0e25xhY4t/GzXDUQO/aGlZwKaidOt4/87X/e8vC04wNnodYm2lp2D1yriAfhkX4GtIFT4/af3kKVc5ShWyFVbw0qZCpddBp5Ruu2pOf3u3xUvxx9A5+RJW+HQq8LlrPFuhXkY43o34DxODxiPJil/slRBCpBiLUBviWc5liWiSHCGEEPP64ANArwcWLxane/zyC3D9kbuUrBVptWpAeDjgmaczgMkktiDt0gXYtu3ZxyKXY9vkOlBpDXi/22YoDCaoss1zwcmCFC/8723EODph1Pm9GHNmJ8zF2pgjPG4NbozPOg4UHp+rNpRGI1rFXMbcUyvx6o3Hv85qvQ5Lby5DVW0sjjtUQ4jPIxk+zxv2vX3k+xscHwEroxEnfR9pxWs04ov4tZiUehBehnRcUvniXbf++NC991Od6pyLOH1q476P0TzuGizRBfuKcNVnwEUn3bXnAZNMhs8D+iFHpsCnoX/CUa8ptTESQsjzgjIoCCGEmJeXF/D228CnnwKXLgFffw289x7w++/AH38AbdsCNWqIWROHDgEHDgAdOgDHjwMzZwL79wP29sD//gdcuwZY8Vt83v7fW9xt31wX084jRrki5S817GOzobeWwy0uE1n35Ehztn1sn0ZO4ZLHStXz2zKqh8bwty15tC2jAsPbvYM1O+dj4untMGiVWF2tXb5nGFT8QIFtvHRLTr3L46/lgXT/x79+8osGmCBDWj2d5D5+n/HneOi8+HeRtbXcJNfbxPFbkybW4n9tNZxSGD5HxQCLFCuDDisPLYKPNln4vE3sFfxRuQP0kOO1lP14IeoU7AzZQi2GGw6+mNViNCp9w7+Q3p7wSPZPHj0Cp0quN9V65KI/L4WCu4n7vXfi12RReXpwt8XUls5gsOkSj/5f7xc+/ndKDaBCAirficeIdSfQKfY6bIw5OO5WHTMbvJovsGEdLX1Br0zObd86z60vOisq442YbZh/7jcc9KuFmW1fETI5HuV8TroFqSwzfyDAQ5+KbFghTWmLTJ8A7uu9113658Iu0jrf56sqtEPzq7cwKOUEBhiP4YmujYZH+/ZYI98JHDiEHv5vcJ+67e63Tz4eMTve7y6jj7jL3bbLKGZdEfK0jJAJS2mdyxJRgIIQQoj5sfoTbHrHxx+LyyuviMGI+HigaVMxGPH552LXD1YtulkzYP16oHZtYONGgPXgZj23WfbFhAnPPJzfdrUSHv2PJ2HAqHOYsOwgPn+nO8yBpb0P7fwu/tk1H5Mvb0bz2Bv4uNFgJNkUY/2NJ1Dp9TCyzivPmT8PLIBfVpIwQWWrXyPcdvDCpOtbsWfHe9DL5FCajEKBxyMewTjsWQu7LLROQmlofCEcBrkMb/24C/WuRsE2SwxWpSttsLxqV6wNbFPkY+92roPj9lXwWeQqtIu6gh1r5+Ct9qNx0bPyE/dVG3XokXYGm+3rwc2QiRkJWxGkixXeeE/2GYZ74AcoeJx16fj5wmKhKKhBJhcW9jPSOunq0x0gOFj8mzZjBrDTfJlPhBBSFlGAghBCiPmxDIg5c8SOHOyR1ZpwcxMDEG+9JQYj+vcHrl4F6tYFzp8XMyyGDs29wzxsGMCqRrPghi0/Q6Aw7jZ3RYqTDToeuIHPp3c127QGjUqNIV3exbeHf0Tj+JtYv/0THPUOxieNhiDdxq7Ez68y6IX0dS6jERV1iaimjUHF7DioTXrcVbkizNoL1/RVoLnf/cLS2Om1yJYr8WXtAdjp1whyo14IUOB+14qfK3fC6kr5M1bKK6/4NCiMJrQ4cxsJrvbY1bYG/hzQDAnriqcYZIbSFpMrvYbuNlcw6fwW/Ljre3zUYii2V+a3Za2VGYGF4WKr2yGpp+Bo1Aofh1m5o1JOAj6J/Q8djQ0K/Xs7MnIPnPQa3LN2gcJkFJZUpS1u2Pvj0Rwnru7dxS5DI0eiv7IhNtjXo/ajhBDyFChAQQghxDKwwMK77wIrVgD//SfWpmA1KRg25YMFKNidyZs3AR8fwDpPGnZaGuDoCERHi8EMFqx4QKsF/vkH6NwZ8PUt9LD+7dcAo387ip7bLmNLz7owlwyVLV7rOBW1Eu9g5tl/0CrmGrZs+RAH/WpjfqNByFQVT1BGirVBTIWfsHk/qkTHISAhGZ7JaXDJ0MAuOxtKQwGJopHAPbUrXm7Gn15TELVeC20JBTju2HuhXvJtGO6X5GLTCubXHoRkazuc8AyG3FAOin8+peVDWgqPq/s1QYZ97vejuMNjf9dsjz0V62H1pgV47/hqnPCujmRbiSK1RiOm39ssfggIwYk7Vm743L077qg8MDrpIF5MP4vphzbiy3b9CjWGtolXka5QY2TDaY9t2/W0B6lXD7h9W/gbNubbb9Eh6wa+ce6IUNVThziIBZObjGigjRAydSJNWsTISj5QTMoHIxXJpAAFIYQQC8GyHl59VZzqwWpMsJoUNWuKWROsQCYriMnu4gfm6Q6QnS0+nz03PV3MtmDZFwwrvMmyLD78EIiIEAMc/4otMgvjz6HNMPKP4xjx1wmzBigeuOIWiBFd3kH9+FDMOPsP2kddQtuoyzjsWxOfNRyENLX9Ux/LTZuK4PRIOOizYK/X4opjAI4gWNjW/O51zDyyFn7pSQ+DDzPWbhdS3dl0jyyVFdLsbBDu6Ya0BFuhHeMdaw/cUnsjU2GNqlmxqK6NxojEw7DVa4vUpeHTyyvRNDkE+9zrYF7QoGLPYPm43hD8dfALzL64Cq/f2IK/KrXHukqti/Ucz4tfRhR9Ckdhxdm54J22o/DtvmVYuvt7DO4z87Hn1Mq6C5+cFGjkKgys8DpsjNnIkucGLX9xbYv2mhsYfv4Q1tRtgXAXr6c6d52wCDgYsrDDo8GzvxAHB+CbbzD172h8E78Gi+NXo7fv69DL+HVFiOVzMmjwTsJ2NNRGCJ8bIMNyU238g+ri/yhCyDOhAAUhhBDLMWuWWEdis3hnFK6uQGqqmB0hZckSca73yJHAJ58A/v5iIGPdOjH7gnUDefFFYPRocerI2bNAw4aFGpJRKcfxpoFodSwMgbfjcacSv8hgaTrvUQVDus1Eg4RbePvcOrS9dwVt7l3Fce8gzGv8EpLVBbdGffHuIYy7veOxdl76S3Ik2jjAU5MqzL1nYm0csL5GC+zuHogrFX2hUefPaAiWKJJ52sEeV2z80Df1NJz1Gmw+MheH3Gvi0+CXJAsgPuqTyyvRLDkEmQoVOiZcQtXMaEyuPwGJKL5MkUS1M/p0mo1ZF/9Bu9greDV0NwUoLMQp3yBsrtwYvcNO440zG/Bto775to+P3S0Eyz716y98njc48cBsz374PvpPLFn/E3qOup+N9QSv7jkqBOTYtA6WpVEcQbEQlTcO2FRDu6yb8NKnIcrK5ZmPScyjljYKMxK2QWky4H3Pfoi0ckH3qKMYi0uoiUR8YWqMTJnltcslZYeRMiiozSghhBAL7OixdCnQqZOYPcEuEnheeEG8gGBFM1lwYvdu8WMWlAgIAE6fBtasEQMfzEcfFWlY373eQXj83xKxk4ElOetVDUO7z8CkdhMR4eCOFjHXsXHzXCw6tAzumvyBg04R5+CozcCQiP0Yf3sHMpQ2WFi1Lz4IHobptUfhL/82CHXxhoMuC5c8K6Lr8A+F/a67V8CyRt1xKqjyY8GJgmQp1ejfajY+DB6KaLUL2idcwX9H56Fh0s0C93slfA+aJ4fgkmNF9G3+PrZ5NkSFrAT8ffJzVI+PQnFi00d+q9JJ+DjCzjKCT0T0abPBiLVxwtDrB/HOybVQGvVYFPYrfghdJtQ7OWlXBWcc+DUw2FSP/2o1g39aEsYf3/FU51zUvyviVI7oknABv59bVPDfn0L426GJ8Ohwv04GKXv8cpKwIHYtYpSOmOwzHGdsAhGndMJyWR3MRkvUQzy+xx7UM8XBwZSNOqZ4MYjOsvy+/FKsSZLC73hECBHJTCZ2q4kQQgixEBkZQNWqQJ06wNGjwOuvi2/seFhXD1Z3onFj4OBBoHlzYP58oH373OewQEetWkDlykBoqORhqny5SHJ96xaX0eG/6xj+zQnIjSa8evS1h9vC5wVJ7jNl0V/c4b61dQR3m8mJ3w6Tx+5a/jvH9e6G4aPta1A1IVb4/KxbFSyoNwj97xzF0LCD4hQNuQxalRLt/pgOnSp/NoPHV3naeBqN2H3gfezxrIf5tQYjreLjd6kZ18vS7SQF+twLvH5xxzH23m4oYMRxx2oYu2wI9FaPZ1McHfE51PocNHt93sM72AMuHcMHe9aCvYC1VVrDNzMR6wNb4KR3jYf72V8SX/OjElv58Ke5nEoQXuf6kIXC16Z/jbdzh35dOpCirFpAd4nkVO4mXS3pjhLKE/y2pahdlbtJfi9Bcr3Bjx9oMdjx2/Bm+kl/f21jpdvLMtaXI7nboJY+nsme3ypWlprbgpTx0qfi5+jfoIRJSKVXwCR8nzQKFQY2nwW9XAmrhPz75JVe3Rmbt30kBN2mtBqLc57VHm5zOHQr33NVxhyMzTyGLtkhsIYBmTIrDPEdJ5zjgW0RXxe+jWxaBtyNGfgjdRXes++GM1YVHm7bnvQT93ik9HWRD5Jcr/TxRousMHyQvBVDvF5DqiJPJpdO/LvtbUjDe2m7UNUg/XuZDYXQvniTuiaGnF8NVJeYEsKmLSYliXWWSLmSlpYGJycndNs2DlZ2pZOFk5Opw44ey5CamgpHXqaqGdAUD0IIIZbX0YPVjWCBiX79hDncwseVKkk/f/ZssdVoYqIYqGA1KNjHrP5E377Ajz8C8+aJz/3tt6cbg9GIwSdPYPixowh+N1oITLAWi9caesPSXfCvjH5j3kWtexGY999qNEwMxeq9nwnbklR2iLT3QI20SPzav8VjwYlHOeo1Qrp7hlXxFKlc79kce11qY37oX2iedhMnXl2AaVNfxIHGuYGeOiF34ZKViY3BjfOl1/9bpwUuewVg5erFGBx6SFjXNC4EnfvML/J47HUazLz7L5plhMLapEcO5JAbjTCaqVsLeVys0gmD/cahT/oFDEs/hTSlGiMbTxUu9PIGDrjkckxtORbLDizG10d+wrstRuGkZ7XHphkN1JzHSM0pWMGIFLkavzs0xzr7hsVW9yRDJgZrXI1ZxXI8UvrsTWL2S4bEdCImRuGIKc79UEWfCB9jGsIVLgiHIyoakhGjcBD+xgzQXkZf7RWgRg2xnhKrr8T+57GF1U3atk3MsmBB+qlTxbbZ9PeIlDMUoCCEEGJ5WM2Ir78G4uMBGxvg22+Br76Sfi57oxcbC7CpB+yN3J07+YMZSqV4PFaTgk0DKYBfYiK+++N31IqKgtJkhEEmQ2RVF+wZUAMHegcJ9SjKiiu+ARjdbiqqpEbh3YtrUSEjHm+0mIBIBy8kjysg4yEPZ514Z5pNBSkuaVb2mFRjHHrGn8KEmB1YOv8vHK5XBZNmDIVOZYW3/hT7JHzduudj+4Z4+qFf9/fRMD4U751dJbQCLYqB1w+jXeQVNIoNhdJoQJLSHv8418c/bi0oOGGBNHI1Vjk1w+/1ehVp/5su/hjd4Q38tP87fHFsubDuu9q9sM3og3a6MIzOPA4PUyYyYYWF9h1wwKV2Mb8CQCuzQqjCFXX10dhlXb3Yj09KlpXJgGbaO7ircIahgCKnbFuIlSdC7jekNRkMuK10Ez7Okqmw3LYp/rRpgA1/DAJ27QKiosSsQfa/LicHmDRJzB5kdZjYx0eOAH/+WWqvk5ifkWpQUICCEEKIBbKyAj77TOy8wQplsmDFqFFA3br8DiCMwQBs356/dSlrV1qFP089r2HHj6He3UjcdXbB8rZt8WeLlmjaIQRlWaiTH8a1ebNI+zrniAGK9GIMUDywxaMJ/vi0Ln7+5A+0vhAqZFPMmNwPja+G446LBxLsnbg1I4761IJdTjYuuRU+DXrYlf2YcmaTME0gSW2P79y744RDbto/eT6FOfni1Y5TMe3CetRPCMPEK1sxyWQSpoywVpGbrWvie7tWJXq3+qzSDx11obkdiYjFU5kM6IHbGBy7HW7GDCx2yjN1sIiyZVZAz57iwjN4sJhJERPzzOcjpKyhAAUhhBDLxKZntGwp1qFgFizg30lib/j/+08MRly5AvTqBSxaJKbPFsLvLVth/P59uObri9/atEV555yTITymWRVf54y80hxs8dKCcRiw+yzm/LQZXy9cI0wpWd6441Ptb4IMXplJ+Oj0H8hWWOGoqRJeSLuAELU3jtpVwymbSvkuOCec24pXL+2FRqlCxyEfC2n+Qg0KUi5EOnhiautxeOPCevS7fRx3FC7YZ10VW9Q1oZWX/Jzvs1Z+GJR9CQHGFEQoqJOHJVOb9OiFMAzCDTghG/utg7DavhEirVxLbxA3boiFoAkpZyhAQQghxDKxO4ysOGarVoBCIWZGsNoSbmK67MPABJuzy+pQsBaiXbqIbUpZJ48iiHFxQbyDA1reKrjLRHnhqBPny6da2ZXoef7t3BDbW9bEj/P+hHdiGtbXFDsecBnZPW8TqqdGYfWuzyAX8iGAhggTHivnJKB7+mVhbbiVGw5Z10GHiEvwz0hEotoe/+sy/qlanZLn07f1+gnLo0UyS9qD9pN2Jn7RUWJetqYc9EEoBiIE9sjBLlTEKtRAnAu/WG2JyMwEbt3iZw2S55aJ/YsTQvWlcy5LRP+dCSGEWC6WQTFgALBlizhPl9WRYC3bHmApsixA0aYNsH8/0K5dkU8VOn2a+EH4bWDxYoQ2bwq0bo0eB/nTI1LGSNdymHFuAHcf2wB+/QdtlvRdXEMOP+1cqeFuQvggg+R6+4P8u7fJeRqTWGWKF1KRVZ2R7KWG55FEyX30zvwpIEYr/nxtm925xeZMcMC49lOEj3Pa8r9Gimtq+GQmCn3S7fTZSLOywbsNX0W4gzeGHdkgFKLbYh2EX1PXCG++/HOS8PLV/cLHW70bYWH1/kC6HA7p2eJ5Ffw3ggpnZ8n1WVXyBMkeYR3DLyiqPHVdcr08wI+7D6Klv+YCJwfp493id9bIacy/0HLeyukm4u/FH0NBzeA422RZBVyg2xTw9UuW/mHXu/AzfOxvJnO3pXaQzrByOifdDYbpXus97jZ9gLvketnhu8JjuEmGFKjQM/0CLsuaisdzyu0K9KjtqWK9jPKuR9XczjqPYdP6Ckmqi4y9IQt9E0/jD9kJ4W/IDusgrLGuiziF+DtW4OWinL+V9Z0pEtZ5iv3+UICClEMUoCCEEGLZWAeODRvEtmusIwcreBkZKWZUJCeLrdpYcEJq7vi5c+K0D1Y488SJ3FoVBXnvPSFAIZx361aUZ05asQZFoo3ltB9jom1ccN6lEuLVTvi0zuCH3/s/bBsJj4M054XHL+zbY591NVQLkCHVyh5RttIXkISUBo3MCr+Y6uAtnMFeUwWcklErSXNz0GswIPEk+iSeFgojb1MFYY26LhLlJZs19kSsMxXLHKxZ07zjIKXOSEUyKUBBCCHEwgUFAePGAX/8Afj6ilM+dPfvwLJgBZvS8e+/wIsv5u7D6lDMmQOsWye2awsPB2rVEtuMtn1CbQlvb8DPTwx6lHNBCVEwsqkv9tKZBGYjl2NKswnczd2ybwiPp60qCI9XnQJLbWiEFGQHAtEKUfgQx7DCVBsbTA1glFHnGHOw12fh15AfYGfMxlr3Zljn1gzJcQWkpJUWFnz/9FMxWP40QXVCnjP0F5EQQojlY8EGo1Esesk6exw8CLzxBrB2LdChgzj1g/WQv3kTGDFCbNN2+jSwfDlw7Zr4PJZFwZanMXQokJUF7NiB8iwwJR7p1jYl2tmguFXUJ8LPmIZ0mQqZKPnCh4QUhkkmw0doiY2ogrG4iC802+BnSDX3sJ5r9gYt1EYxqC03GdEwPQwzIv/DXze+FYITV2z98bN3JyRb2Zt7qGJW4PDhYnHMjz4y92iIGTMojKW0WCLKoCCEEGL5vLyAt98G5s8XK5tXrChO7WDZE+zjffuAjh3Fjh/sud9/L2ZXqO5foKbfr2nQtevTnW/mTODLL8XOIR/WQXkkN+rhrknHZU8xC8GS9b9zGH0iT2CbqQq638+emOLYF8YyFFgh5YdeJsePqIcjJl+8bTyL7zI3Yp5NB5y28jf30MoEpcmAV5IOw96QjWiFA2KsnJCksIOnPh3+Ocnwy0mGkzELKpNeqCcRoEuCHEYkK+xga9TB1qRDuLU7fvVqjyOOQUhWmnk6R16svXZ2NvDzz2UqMExIcaIABSGEkLLhrbfEApmsY8fKlYCLizhdY/VqYMgQYM8eMagwfjxg80gRNJYJUb++OH3jabi6ApUrA0eOAMZa5fKN4gshZ4XuGFurN4alG3tzB2wMOryOOOHzc0pfRCktbFoKIY+4LPPA6/Z9MSPrAD7K2o2lpmbYpAo297As3hvxO9E+/TrCVW5ok3MD9iax4C2TqLBDlNIFyQpbZMuVyJEpcdS2ClLltnA2aIR1F1yqIsTGR+wUZUlYbaVvvgHefffp/1cR8hyiAAUhhJCywd5eTHmdOBEYOBCYMkWsLcHSYZctE7MlWFGxR7GpISxAMWpU4c73yivAhx+i1cFQHGkvXe3/edb3xkmh/sT6GmK3AUvVIfoCbA06/B3YDilxOrTU3cEChw7mHhYhT0Urs8Jcm44Yk30Kk7TH4WtMw0/WTaguBYeNUYeO6Vfxs1s7rHduLHTxYFM4XA0ZSFA6QCPP7QzEY7Lldx0y+1RGR0dg+nRzj4SYkZGKZFKAghBCSBnCpm189ZV4hykqCnjzTfHzgly4AMTFAd27F/i01gO+zPe5Wq/ATnah/u1VbLneSXIf7QBOQbUC/udbKflt8awcsqTPk23F3SelLv9Cxu6G9Jt1xwgWepCmsxcHXzMuEjH2LtAbrSDXie0iE5q6Sp/nnp57PK07/62GUivdhtJ02YF/PLf8+7xydDcMkOGHZt1hczML6yX2Ud0WMyskz2XHL0JnCK4oud7mchR3H019fpq+jVH6eEgsoAZBNr8lp9FWusaG3NmJu49cx//5S+tcQ3K9fSS/cKDCgT9v32QjPT6Znv/zh3Sxc4zkfmnSP2fKZH5b2ofTvCQ4Hbglud7k7sofQyb/a2GVlXsnPx8/3yf+vHyDWgi/cxRvXt6AsKAgbKzYAj1qzip0a9dt1+Zzt/UInCq9z50n/A0tRj0qvFn4drV5voc1NXehgAmnbCqxqyvowyORwv4OCltz/34qq1bmHk6Wmc2ffpMiHulRStsCOq4UlIlhzf/bnU9EhFjE+euvAQf+3z9CygMKzxJCCCk7lEpxji6rQxEcDPz0E3DvXsH7sOwJln3RsmWhTqVVqhFh74ngpEgxC6McCY6PgI0hB4f8LTvd3F2TgsC0OJzzqgydkgpikrJtfWBL7PGth1dC9sDKwA/6lWd1tZEPp3E8d9j/GTa1kJRrRiqSSQEKQgghZUzfvmKwQasVa03M4txlzNuyjRXQLOBOKs/GwKZQmozoHXYK5clbJzaA3c/8rW5HWLK5R/4UHr9t0MfcQyGkSPwy4tE6+jLqJIYJhWn/qdwWHtlpCEq9a+6hWZx6WRHolXYep1n2hKXVj3hWDzI3nPjZT4SUFzTFgxBCSNnC3piyubrdugEvviimxU6aBDRp8vhzWfcOVuiSFR4rgn+rtMKky1vw4s0j2FS1GcoDB60GdePu4IarL+LsLfcuZe9bx9EgLgznPCsjxI26HxDL5qDXYGDmOchMYhePqjlxqJ19D7Z3cx4+hwUFM5Rq4eM6SbcRJqtfegNkUyxY9wjWwpkVIb50CUhMBAICgHr1gJdfBlq0KFpggGUGPGOhYVtjNmbFbcJ1ax8sdXsOa8ycPSs+sq81KddMJpmwlNa5LBEFKAghhJQ9XboAjRsDMTFA3bpiwczDh/O/eWYV0T//HNDrn1h/gkcvVyLU2QdVUqKh1OuhZ1NMnnNvH/9PKKGxqGlfWLIBIceEx6CkKPy0/Vt83agP7sJyAyqkfBuccRoDM87nC0YkyW2x178+rjkHwCU7A0GpkaifGCZsH3d9G9raXMRl2wqIUzpCo7AWCkDGWjkhQuVW5CKanvpUtMm8iRq6GFTLjoWDMRuwXgLo8tQ6qVkTaN9e7GbEaiNs2wYsXSq2cK5RAwgKEos5sr+3zZuLn7OMNtb6mf2NZOtZsOOff4AVK8SLb9Yimv2dzkNmMsHRmAUXgwZqow7XVd7cAMhLKSeFtqELPXpAK38Op3OdOiV+ban+BCEUoCCEEFIGsTex770H9O8PvP8+8MknwP79QIc8d9Zefx3YvFn8+Bnm9a6t1gqzTq3BwFtHsLpGOzzXjEZ0vnMB8TaOOOtbFZbshE91BCffhZ0+G7UTw/Hzzu+QaGWPP7zbYZtHI3MPj5B89tsGCQGK/TbVsMqhCRKV9siQq6Gp93j2T53E2whOiUCdu6HomHoZznoNlEJPHVGWzAq31N5CsCJHpkCWXIWtLg0QpeIX92QGpJ3Ba8mHhX1CVF44aFcdKQpbjP14MGBtLS4s2MCy0fIGClgGBPv7ypaQEPFiWqMRgxJffJH7PJYlwTIx2MKm1LHgcNeuYvbFtGnAiRPw0VvD1ZCJcSmHUDknId/r+tS1Oy6p/GFtykGSwg56mUI4VqvMEAxKPYk/nFsiSckvylqmnTkjBt1JuWeETFhK61yWiAIUhBBCyqY+fYBmzYDlywFbW3EqR94AxfHj4uOMGc90mk2Vm+Cd0+vQN/TEcx+gePXabqiMBqyoJ921xJIsbdATbto02Ou0+LzJQEw9uwGdwy/gzcgt2ObW4JlTygkpTolyOyFrwsaUg3CVe4HPveRWSVg2o664wmQSsgdsjTr46xIRpLmH6tpo+OSkQGkywF+XhHqacPwvsIBWyitWYGzyIaxzaIjfnVsgW57bXWIsmyJXEPa7xOr4sOVRt26JXZKsrMRpIVlZ4jSR+vXFVs1+fuLzWKBi3Dgsv19r4YaVF5Y6t0Wywk7IJBmZdgyvpxyAvTEbVveDFilyG+ghh7sxE4dtq2GVc3M8t1jtiScVfCaknKAABSGEkLKJvWlm7UYHDJAuLsbqTgwfDjR6urvpimzpTh02sTqE2PmiRtpduIemQKvMbd0ZEy3dorJmvXDuebQG/r/eAPtkyfX7ztfk7uPuL90Wj8m4J30hlOX2+MV76ztXMObKLmSorPFH81aA/PE7KzaJpkK3ElUn8rsRKLOkW14aVOI8fCkyY+4Y5jUb8vDjlcEd0SX8PG7ZesPELpbyevTzfMfjd2hRhkpfMJg8+FNJbE+KKfqSOC05TQW0rpS58c8lT8qQXG9046eJW128zT9eDek2qPKr/H0KaA4JU3Xp48ky+G1B9VH8izSlj7f0edydufsYLl7jD7CF9Hx/ZQi/QGVOzQDuNqt46e8HcnKQzDImZNYIzo7Ot8nmDv/316TM/T3NhgLZsEay2gGXDW6AdZ2H2xpp7+CThI348vZvwIWhj9cxYJlkY8cKAYKBS5diYHEWmKxaVVyYB3WApAIegwYBL7wgThdxdUVQu3YIUihyt588CQwdCowaJR4nKgrOrJV0RgbQti1ad+uGrRJT7HpUni45LP2tAn4Pi5k+Lp67bZdxzdMdhNVTmjBBDPZ4ehbf4AgpgyhAQQghpOxiWRMPsPnPebE3tuwNcOfOz3yadb4tMTvkHwy6dxi/B1h+dkFhOGVl4Iudv6HxvVDo5EoMHTqlTGYffHrkd+FieW6V3KAFIZYkQ24NN0NmsR/3jDoQb3sMxOTkfWJAdsgQ8e8ha6/MLvw3bAB69QK+/9683S/s7MQLcSlNmwKhoSi32HTFiROBf/8VAxWk3DKWYvtPajNKCCGEFCd253v1avFjVswt7/SOB+1FWdV5Z/7d1ad10LUWdDIFusTnFrl7Hny49y/s/XWOEJy45BmA3sNn4Y6bF8qaTuHnEJAej0MuNRGrpkKZxDKdUFeCCgbUz4oo9mNftvbDZK+hwLx5wLVrwA8/iC2Yw8OB6dOBv/8WC1gSy+TuDnTqlPs/jZByjAIUhBBCyibWtePu/VTsl14Si7I9kJMD7N5d5O4dj5HLcdmhIryzU+Ck46RxlyE+aYnY9Mcn6HvjNI2jTpMAAQAASURBVOQwIcNKjQ86DkW8/bMHc0qd0Yh3T61DjlyBLyr1N/doCOH63amZkOUzPP1EiRxfKCr5zjtiwcXoaLGI5bFjwMcfAzY2JXJOUoxGjxYLkbLW2QTlvc2oqZQWS0QBCkIIIWXTX3/lfjxsWP5t7E15enrxBSjY6Sq0E+pdj7i7H2XZhP27sOmvefBLT8K64Ob4oXFX2OVosW715xh28QDKmqnnNsAhR4tQJ2/IWfcAQiyURq5GhNIVwboYyAuofULKKVangwUpxo8HTp8292gIMRvK9SKEEFL26HTAmvvFxwICgFatHp/e4eEBNGhQbKe84FQZGrkKbRMv4/vKvVDWeKSl4tdff0DVhDikWNtics8xuOIVKGw7EFgbyzYuwfQjG3C6YiVc9eYXArQ0aVa2wl3p4OQobEieh3iVE447Vcc67xaIVruZe3iEPDbNo2JGEgL1CQhTUTFEkgerD7J4sdgNhRV/ZkEKKphZ7hipBgUFKAghhJRBu3YBSUm52ROPFnVkleK7dStUsUdVik5yfcjo3Kkje7OD0PPMJeS8kIrbPh6QaaXv2Cdm2XHPk7Gb/4YzrL6H9NhctNx9EsNcuduq7BX363f3KCaGboXCZMQej7qYX/1FIF4Ot3ixe0QCXPFh0DAsurQc7S/eQKTeX3ocqdIdOaxj+V0oNBXt+WOvJN2tQ5nFz4RQJ+Qfw5++nfCndwe0j7uEPpd2I1iXhD7xp9A7/hTSYYXJ6Ii4uve7C0gwWvM7fCiypL/uOW78768qhT8FSFtZuquKKiaOuw+S+F0eZM5O0uNzzO008yhlUOGDTwaWjcQbQ9PcbhKPMnF+/+TZ2YUeg3A8zvdDlpjK3UcZIP2zLEiQ/l5ltL7flUKC/Ul+hx59dAyexNGUKDx+F7cK92AP/zlfAWPGPHG/8qx7rfe427aHfSm5vkeladx99OGR3G1KT+m/wQX9L1G6FWMgVK0G1q0Ti50OHAisXAlUqlR8xyekDKAABSGEkLI9vYO1Es2Lzb0+f14sDFfMvurbRQhQTNm0G2+OGwpLZ6/T4IuLy1Et4x40CmvMrj0CF1yqQGZ4PL38qmMA2NpW0Vfxe80y1qlELsd+73o4fDlH+LS6KRETcRG1kYggJKOAy39CStUqVIc9dHCBVvjZFNp/snaac+aYe2jEUvj7i908WBYF68by6qtAjx5i1iDrSsXatSYnAxcuAMHBQP36ufsaDEBIiJiFwZbLl8XiqG++CbRubc5XRZ6SqRRrQ1hqDQoKUBBCCClb7t0T37wxdeoAtWvn375zp5gq27VrsZ/6lp8Xkuxt0enCNVi6F4+dxPxj66A0GXDUrQbm1hoGvZz/b59tu6d2RY3k+4VHy7AQmRuumNyEAMVNlMHCn+S5FSVzxEdoKXwsNxmxw+2AWMSSBSp8fc09PGIp2LTFsDBg6VLg88+Bn38WAw2sy0feWju2tsDs2WIXq1q1xMzBo0fFbd7e4v9IFgBr0wYYOhT480/ztpol5ClQkUxCCCFly/z5gF4vnT3xoP4ES49lNShKwNZGdeCgzUajm3dgiWy1WqxZtBhf/PkP9DI53qv9Cj6o80qBwYkHDrrXgspoQNOYGyjr/JAh1KaIAn+KCSHmZJTJxWAru+vN7ooTkpedHfDWW8Dt28D334sdPmJigFWrgH37gIsXgZ49gU8+AZo3B1xcgLNnxZ+p+Hgxm5AF7FkmxS+/iK1mly8396si5IkoQEEIIaTsSE0Fli0DKlcWP2d3hPJib/TZG7Ji7N7xqG96dxYufN/YvAeWpse5Czg780M0DruDo9WrYkDL93DCvcZT77/Wr7Xw2gaFHEJZVxsJ0EIBsItAQixV27ZAnz5iuv6SJeYeDbFELEvi9dfFrApWNHPwYKB9ezE74p9/xOkerHMVC1T89x/Qvz/g7p6/fsZrr4n/Lz/9NH8GBrE4pvtFMktjoSkehBBCyLNi82lZBw9WtI+lrLIOHnmxqueseGYJBijiXRwR5eqM5tfDYClUOh1+WvYr2l4PQbZSiTdeHY5NjRugylrpwp88aSo7JKkdUD/hNsqyqqZkOEOHrRC7lBBi0VjaPrvwnDQJUCjENpOEPC0rKzGDgi0FefllMYvi+nWxdgUhFopuKxBCCCk7HsytZamrj07vYGmvbPqHkxPQrFmJDmN98/pQ6/XocOkqzK395Ws4N+NDIThxLjAAjeZ/KAQniuqodw3Y6rNRLy4UZVUNiJ0SjoLm9JMygHVuuHNHTOl/4w2x6OEHH5h7VOR5w7IubGyAzZvNPRJSAJOQRVFKCywTZVAQQggpW3caH9wxGjQod31OTu50Dz+/IqWw7jryvuT6+v/76rF1q3w7YxL2Y+y+g9hXv+Zj2wcHnOGe5wfnHtxttvbS7RezNLmtTh+Q6/VY8s0qdD1zTfx6/PQTGo4Zgyt5nzQJhdavTRZ63jmN94+vxsst3863zSopS3Ifk5r/dsJgzb8XYlJIr7fSFPD9KygjtUU98ZwxOiDsPBTVKwLuNYE06XEzimR+W1BTmvQ2q+QC6lrYSLdOZWScn0u5kyP/eAUVtGM/9xJUify2r8I0KN6ptNLHM9UpYJpQOr9lqKaKdIFSZbwNdx99l8bcbcob0m08Tcn8NqMyB/73ypQs3d9FfZMfnNPf/xmTHJ+drfQG4+Ndcx7j6ip2J+rbV5zuwZbevYEm/Ba55ta9jnT7z+2XPi3W88hS0rjbeO1EdZX4NYhUev7vAI/Ry4W7bcep4u3A0kWe53/bI3YZ1xT9wCw4ERgo1rQgxIJRBgUhhJCy4eZN4Mz9C3/Wco29oX+AVTdnc3TZhTqrWM760rMe8qzyeWxssQ8lQ22Lew4uaBgaDnNoeiUMZ8fPE4MT7G4r62wyZkyxHDtNZY+DHrXgq01CswTL71Yi5Z6Nm/Dok51k7qEQ8vRYLQrWSpIV+mV1A9jfuacJbhDyNLZuBa5dAzp2NPdISAGMkJXqYokoQEEIIaRsYFM4Hhg27PG7zKzKuVYr1qF45x2x2jmby11Cb8a2VW8oTPPofP4ySo3RiIXf/4O/P/0Fttk5mDviBeDcufwF0YrBl8EDhTcu066vR1l0Vy0GKLyzU8w9FEIK58UXxVaRbIpHYiLw6qvmHhEp6zIygC+/BEaOBDp1EoP3hFgwClAQQgixfCw1nhX3YuztxdRnKeyuI2sx+v77wJEjQOvWQIUKJTKk5Y06gd3bnLhzP0pDzdtRODVxPvofuYBQH3e0+vZt/PpCqxI5l0apxkXnQLjr+KnVlizRygEGyFA7zTwZLoQ8szlzgGrVgN9/B06cMPdoSFnEsm9++EEsJj1rljh96I8/Cp42RszOdL+7RmktlogCFIQQQspG9w6WmsoMGCC2XSsIm5vP3pgdPAjcvVsiQ9Ko1Aj19kS9OxFCPYiSNPu3zdj43hI4Z2Thq4Ed0XXhVMS7FlC3oBi4ZacjW26FMkkuR4SNBwI1cZQiT8qu3bvFRxZwJaQwIiKArl3FqY8sYyI0VJzy6O1t7pER8kQUoCCEEFK2pnc82r0jL3Yxygpp1qwptuxjbdVKsGL5b+1bQWk04eVDx0vk+P7RSdg59muM2nEMMa6O6PzlFHw3sBNKA8ueSFIVUAzSwu31qAsljGiZdN3cQyGkaNidb5YxxurvEPK02Ya//ALUrg2EhAA7dwoFlEsqk5CQkkABCkIIIZZv2zbx0dNTuqYEe1PG3oixivdDhgBBQcD588DKlWLV8hLyR9vm0MvleHn//fanxWjsmoPY+vpi+Man4reuzdH627cR7lO8tSZ45EY9bAw6RNh6oqzSycXOImqjztxDIaToMjNL9G8Yec7MmCEWTGZdri5dArp0MfeISCEZTbJSXSwRtRklhBBi2eLjxUKQD6rcs44deZ06Jb4p27sXaNEC2LcPaNtWrEfxiNrvPN4y9IEcB876avwpAgoXPc5Vq4DGN8LhpEhBhr049eSb/V25+zgkcjch64YTqsRG47s/V6J6bCySbW3x6uhxuFjNH+A0pJh6fgj3eMcXSLcolBXQZc/obYV6sRFCbe/zfoHQeOdO81C4FP5tQ2ol/r0Qxwjpr606kT9lRsVpdcrIE3NrZgyOOIgcyHFY5w+ZrIhTcPy9Cr+Pjh8Q0dtI91VN7leZu4/3LunWmozRQbqlqcHemrtPjj3/e2h7k/PDWcCcdcO1EO42a14TmMCK3H327Xi30O0XFQ4O/K/5vWjuNjSXbhmqTEjn7pJUmT+9zDWZ095Vy/+Fa9f7C+42WY4RGxVqKA4fR8/uCx6u37+d/zVq049/vEPr87cNflayLF2h2o8K+2Twf3+L0hoXBunfKVVIdNGOp5A+njw2mbtLj+r878e2kNzv29MqcivRK1eAhQuBTz4B3uN/DwixdJRBQQghpGzMw2a6d398nm2zZmKdCTa1Y/BgcRk1qtSG90PfdsLF/KT1B4p+EKMRg88fxr7PPsb2RV+gWmwsNtetjyaz5+KKfwBKW7MY8aLzuG8QyqJ2GdfhatRgl31NGCUCVYRYKqVRj1/3f4nvjnwvZDKlqOyEbCZCCsSyCKdMASpVAqZPN/doyDN+K02luFgiyqAghBBi2Xbtyr2zxVqk5eXnJ861ZbUn2JuyqCigZUtxasf//gc0blziwzvQIAgaayv0PXIeC0b0KNS+7hmpePvABnQKvQxrgx45cjn2BtfEvJ59Ee7hAXOplBYL9r7luos/yprq2mi8nbAdOijwo2s7cw+HkEIJSr6LShlxwsdb93wEtTEHJ92qmXtYxNJt2CAG8zdtAqz5GVSElAUUoCCEEGK5WHj/QYCieXPA2Tn/dha0+OIL4IUXxErlc+cC7MK+cmXgo4/EN2ul4GC9auh28ioqRic8VZ0IR20m5m/7E23uiAUc4+0c8Wf9NvjhhXYwPjqFxQy8MlOgl8klp8lYstaZIXg3fqvw8XTvl6CTq8w9JEIK5YpLALIUVlAbcmCUyRBp6453GpZeRhgpg7RaYNo0McOwZ09zj4Y8I1Mptv+01Daj5n8XRAghhPDcuJHbJvTR6R0PdOsGpN+fM754MfDZZwBr+9m5c6kN8+uBnYUAxZtr92Da/wZzn6fU6/HhzjXod/UU5CYTbrl544MuL+Gyj1gEz2gh/5WrpMQUWHfAEr0esRV94k9BJ1Nilmd/3FRTOz1SBsnlOOBdB92jzmJ0izcRbedm7hERS7doERAZCWzdWub+bhMixULeChFCCCES/vsv92NegIIFI/74Q8yYiIsDxo0D3n8f8PEptWHeDPBCkoMtOp67If0EoxFvbNuN13fsg1qvR4y9E2Z3HYLjFS2zxkOcrRP8MxLhkpWGZBtHWDo/bQL6xp8SPn7ZbzTSlfxChoRYus0BTYUARc+oU/i5OufvHiEMm9Y4b544pbFGDXOPhhQDE2VQUICCEEKIhcrJAZYsET92dwcaNnz8OevWAbNmif3ehw4FPv4Y1dZsBH5bJXlIkwe/IpQyQ/oftU1FfkX/iUEHH36c1sgGgfsTMbX+bvzzTm4tim6Rp/HG5Y1w0GuRrlTjk64DsaFOM8njOd+QHt/pX97ijqHJqEXcbdY66S4ZWa7SleoZK40Rc1sMwbJd3+OTI39iUueJD7fZRmsl99H42nCPZxfD/5rbxkgX/1Nocrj7yFMf75RQLT1ceNxjXQ3pOhmge6RTgFNuJ5JH6T34ARhlYob0htTcbiGPMiQm8b8WttJfJ5tI/vhM1vy3aiZOxwElr5sE+/7G87vSQCl9PJOyaFN9FK4unA3yInVEUNaQrsVgultAx4YCpFWRDmS5ht3j7uN6mP+zCZX0lCJTSip/ly3iz25eLMxpgAxNb5/Hb3cK11q4uDt19PB/g7tN06CC5HrbsxHcffTRMYX7WWGdP1yc+ccLvY3CUlapVOjjKStKv1ZBGv9/RA/v1yXXb4u5/7/tWf3+u/j4wQfFczxCLAAFKAghhFim9evF6R3sIoxN43i0HsLJk8CLL4rbWAeP+vVhTk4R9y+K9bkXgN8c+QENkm5DJ1dgefXO+LVaZyTXsPy6CJc8KuGaqz8axoUiKDESN9wKeHNubkYjJsfvElqKfuvQ1tyjIaRYpEIFdxShJScpX1iLXdbaOCXl8RpNhJRRZav6FSGEkPI1vSMgQOxZLzW9Y+NGwM0N2LLF7MGJrm9dgWuYBtlOSgwZcEoITHx3ZAlqJ4cjR6ZA9x4f49egrmWq6OSMNiOFTh7zDt+/Q2ehhiUfg4MxG2tcmkIn52ciEFKWaGAFNQzmHgaxdK++Cri6Ah9+aO6RkGJiNMlKdbFEZeedEiGEkPIlPh6IuJ8q3LXr49tjYgBbWzGAYWb+x5OFR3WqHu43NaifdFsITrB//RdcA6GXl72ExTg7F2wLbAS/zCT0vnUClkhp1GNI8glkyK3xu0srcw+HkGKjhl4IEBJSIDs7YPZscarHlSvmHg0hxYICFIQQQiyzbdrRo+LHrPaEp+fjz5k6VSwQtmwZzG39ivo4ObEi2M0IgwIY3PFddOi1AB17fYZpLcejLJIb9Qh19hYukiaf3wxLNDVuO6xgwBL3TmUqO4WQgjiZtHCDFpdRuPoTpJwaOxaoWFEsDk2ei+7qplJcLBH9NyeEEGJ5Dh0CNJqCu3fUqgWMHAnMnZvbZtRMkqrb40Yfb7Cr+Ru9vRBThlsDNr13Az/uXIyDq2fijfNboJfJcdi3JiyNiz4D7TOuIVrphH2Otcw9HEKKzVBcF7KvVsMyu/wQC8OKs7L/g6xu0wnLzHYjz4cPP/wQMpks31IjT/cYrVaLSZMmwc3NDfb29hg4cCBiY2MLfZ6yl3NKCCHk+bd9e+7HvAAFw1qL/vWX2Ad+zhyYU90/7goXFZeG+wMrUab4pCVi0umtaBtxFXb6bCFrItzBA6trtMF/VZpbZHbCrJiNwtf7M69e5h4KIcVCZdILwYk+CEMWFLgk8zD3kEhZwbpYLVgAzJwJ7NkDyCyztgB5MpOQ2VBabUYLv0+tWrWwe/fuh58rlbnhhKlTp2LLli1Ys2YNnJycMHnyZAwYMABHjhwp1DkoQEEIIcSyZGWJd4IYa2ugeXP+cytUEPu/f/klMGEC4OUFJb/DInyOSLe1ZFIrW0sPJ8eJu895v4CHHw86cBo6lQK7AmsjvA9/DK3rXOVuO3Je+o5po3FfcfdRZRfwDoOzSak1QaXXYeTlvegdehKeWWIbxGRrO2yq0gQ/1+mGdPXjLRhzHKSLUKrS9NwhpFTldy3R2asl19vf4xe7dEjKRLWsaNTSRuGq2hchtn654wvyl9zHKlS6tSEjd+S3SM32l66Kb23kt+qUu/HbJeo87FBYqmtx3G0KK87XydGef0CDsdDvVuXh/K9fAUeDzMam0K0hFXWDudsMF69JrldWrcw/Hn/ocD3O2Wgj/XPJbLvNb+vbvdZ7kutNVaR/LhlllDU6ZIVgYMY5VNInCKnNWTIl5rt0B8TSNsUmeLb03xH/T4/yx+fny93GayfKayXKyBrXkVxvOH2JPwZWa4hDwbpYSJ3Hid8+2JScUujxIY7/zdDHxXO3KQP43/tixbpdzZsH9OkDHD4MtGlTOucl5Y5SqYS3t/dj61NTU/HLL7/gr7/+QseOHYV1K1asQHBwMI4fP47mBb2Xe/QcxTpiQggh5FlcvAi0aCFO72BvuBwdAd5F2APsjtFPPwGffAJ89x3MQa43wiMqHXdqWviccaMRHaMuYFjoAVRPvgc5TMiWK3HIryaW1u+BUBf+xYglmRGzUYi9zPcuIBJEiIXz0Sbix+ilsIZBCPTctPLEGoeGOGJTTXxCcrS5h0jKkk6dxMfISHOPhDwDk0lWihkU4nnS0tLyrbe2thYWKTdv3oSvry/UajVatGiB+fPnIyAgAGfOnEFOTg46d+788Lls+gfbduzYMQpQEEIIKWPCwoAXXwTOnctdx7pzjH+KApOscrleL941MgOPiFR0/vsa5CbgZNdKsEQ1E25j4tWtqJl8F9ZGPYyQIcTFFytrdcSeQPO2aH1aNZIjMPnSZkTnOMBHn4r99jWQaMW/S0qIpWMtiFmR1wyZCkO9R5fJbj/EwopLM2p+BhAhUiqwbNQ85syZI9SbeFSzZs3w66+/IigoCNHR0fjoo4/Qpk0bXL58GTExMVCpVHB2zp956OXlJWwrDPpLSAghxHzYPy1WgXxzni4RixcDx48D3boBw4c/+Rg5OUBmJjB9eokOdfmf36N2zF0k2jkgwtlNeOz9+RkoDGJavF4px8F+VWFp+oQdwzsX/hU+jlU7YnNgM/xavyN0Sv7UC0uj1mux5MASWJkMYOGUHMixyOsFcw+LkGeSYO2MvTZB6Jx1A901V7DZvp65h0TKMgpQkCKKjIyEI8tYvY+XPdGjR4+HH9etW1cIWFSsWBH//PMPbDhT+oqCAhSEEEJKX0oK8O67+VuEsgJfU6aIFcknTXq644SEAD/+KH58/vzTBTSKyC5HB3tdNlR6PQKSE4QCjdlqBfYOqo4rzX1xvZE39GrL+7c66npuMauBPWYLjzlKyyt6WZAXQ49AZTJgfoNBsL+bgnCVG91tJs+Fr5w7o5U2DGNTj2CnbTB08rITOCQWhgIUzwUTv3xUiZyLYcGJvAGKp8WyJapXr45bt26hS5cu0Ol0SElJyZdFwbp4SNWsKEjZeodCCCGkbGO1JVi3DReX3ODE1KlsAiTwzjticCKvkyeBe/ceP05UlDj9o2ZN4OhR4OefgfnzS3To7/QeJvwzv+nhjVrvfoleY97G//YMweq3muJyK3+LDE7USrwD9+w0oVUoW8qqTncvwCCTYUtAY2x1boArtrnFSQkpy4xyOb5xai9M9ZiZtMPcwyFlGQUoSCnLyMhAaGgofHx80KhRI1hZWWEP6yJz340bNxARESHUqiiMsvtuhRBCSNnBpmGwqRt2dmK/dmbIECAuTmwRKlWJ/e5dNuER8PMDxo0T1yUliYGMqlWBdeuAzz9nFZuA0aNZaekSfQnhbl44XrEqasZGof69Owjz8IFRZXlBibwmXxanzsTZOCFHrkCZZDSiUnos7th7WmS7U0Ke1QG7GritdEOz7Duopos193BIWUUBiueqSKaplJbCmD59Og4cOIA7d+7g6NGj6N+/PxQKBYYOHSq0FR09ejSmTZuGffv2CUUzR40aJQQnClMgk7Hsd1aEEELKNtaOcdWq/FMvWPuz338HKlYseF8WmPDwAOLjxS4drBDmv/+KjyxI8dZbYpePR6gT+YeM7Cw9r5LRO0g3TFTH5V4Uvz1gBA5+9RHmb16F7pNnYffZWpL7dGl4hXuebEMB/3qtDZKr0yvygwuu16TfYNjrNKiVFC4Uw3TRZiBbYQWdg/ha5I+exmgUWo1WS45Cjcgo+GsS4alNhrsuHY45GtgasmFl1MMgk6Nzj3mPBQoUGfw2o+4Xc7jbjCrpgINdmNj2lGmeegNKkxGHbYJgH5oKpGdwj7c7ZIHk+u5Or3H3kcfw36CpOC1mjfcKaFvqym8zCi/p9p+qkAK6NRTQLhHJuV+nvExWBQSjZPzXK8vhfB/V/N8bxSMF0fKxlZ6TrO3TlLuL/ZUCWjb657aUfSwAyiGz47eohDZbcvW2yG+4u3Rtej/AKkGhl/79zXYt4ILRVXxNMyqPxapDC/Be+g4MaTtTWGdomL9w3QPtXviceziDmh/E819/AoWlj5LIYHsCU2t+4V1lTP5uAQ+kDOZfwDhtl24vyxjS0yXXa7pK/21mHE/wu1woojg/f6ondJPi4fxM9Aicyt1l2x1+W2meHjVnIVhzF6wJ7vhBSxFhndtRatvVeYU+HiFS7t69KwQjEhMT4eHhgdatWwstRNnHzFdffQW5XI6BAwciOzsb3bp1w5IlS1BYFKAghBBScsGJ6tWB0FDx88BAYNMmoHbtp9ufXUitWQO0by9+/uefwMSJwKxZgKenuE6nA/btE9urlXAGBZNo74gdwXXQ/dpFdLx+GVv8a8BSvX5ui5Am+X2DFzDn6Co46zQ4vnI60lVqpKtskaVUQatQwUuTAvesNKHlaF6s04dOrkSm0hr3bFyFQIWbjh8cKCk9ks4JI9vgzr+oJaSsi7dxxm6feugSfR71E2/hvJvlFdwllk1lEgOMOlkZzZYj5itC8ZRWsRtOBWCtR7///ntheRYUoCCEEFIy2F12X19xqgabk9iqVeGP0a4d0LMncOYMcOoU4O+fu23rVuB//xNblLKpHm+/jdLwXp8h6HLjMj7cugZbOotFJy1R9ztnkaKyxXH/YEzo+joG3DyG6olRqJCeIGRUeBgNUJiM0CqscMm9Iq67+uOOkxfu6t0R6uANrTL/Xd+p1/9D73snsWnXR9jjWx9f1+lfKq9DKxfvXNoas6GBOCYHYxb6Zl4U3ohnyVTIklvhvFWenw1SLnnkpCI4Oxouxiw4GjRwNGhhr9fA3qiFrSkHtkYdsmVK/GdXDwesq0JuNOLt5B1opr2N6ypvfODWx6zFV78L6oPO0ecx5doGvNqS3WGnKU3k6dkZxIwgLRVaJWUcBSgIIYSUnIMHn/0YrPhlvXrA+vXA5Mm561mPbhacYNiUD1Y0swhVqAsrS6XGPw2aY9iZoxh86ARWt2kGS9Pz1knY6nX4q05b4fNwZy981aTfw+2PTfHIwzZaJ7n+p8rdYGvSom3MZfQPP4Y6SXfwQaMRiLIXUztLyjVbP7RLvQb/7EQkqMQpF0sTVsHVmJXveakyFrxYWaJjIZbt56jfoIJB8mYkywgyQC4Uo5yRuhvTsE8oHMsCFxkyFepn38Xf0T9jmscgs40/Q2WLw5410TbuKv448iXGtH0DmaoCpqgQkkfl7FikKGyFhZRhpsLXhniWc1kiClAQQgixbHXqACNHitkSrAYF6wCydq1Yg4IV2nwgOrpUAhTM/K79MPD8Scz8d6tFBihGXdktXHwtr9OlWC+e5jYaAZVeh4/P/I5m8Tfw5/4vcNE1EEedg7HLuwFSVdI1Fp6FRiFmTXjrUoTHCjmJQnDioHUV4U44y6wYm34UAQZxOym/7qjcUE0Xh3kePRFp5YJ4hQM02aZ8NVOURj1e0pxDN81VOJh0WOrYBhscG6B3+nlMSD2IRfFrgP1jgLp1xb8npTB1LK859V/BlKv/oc/dE1i3ex4mt5qIW06c2huE5FEtKwY31d4F1pkhpCyg3DFCCCGW70HnD1ZvggUpWB2Kjz7K3W5lJXb2KCV6pRK/NWsLZ00Wxu7YD0tSMTUWfhmJOO4TJIyzuOmUKrzbbDRebTtV6KxRN+kOJoZtw7qj8/DXsQVi7ZFidMGuItgR34zaihXXFuP9FLEVY6zCQUjLP6uuCF/D/RoarCsMKbe22teB7H62RLjKQwxuPVLQlU3h+Mu+CUZ6jsQAv4lCcILZ5FAfyxzbwNakAzp0ANzcxL8r7GKPLQoF4OODuSF/IlDDL5JaHL6u2R+f1XoR1oYcfHn8lxI9F3lOmEyopo1GiI2PuUdCyDOjDApCCCGWr0IFoGFD4OxZ8fPPPhMf2UWDwSAWz2Qfs9qaBV0fF3BjyfGmdMzeJlG6itTyij0w4sRhTN24GxtsO+S7ENrnVI17nrr+BVTF10mPQV85/3SGvIwh+WtFTDmzXnhc1KQvZJwCWDbx/K4HqkQNf3xxuenzsbDBxMAxwjz++tZRmHFpLbyyU7Hz4GzEqZ1x1q0Kfq7aFYkKfpcHg5X0N8RomzuHOtrWC1NrjcH48O2opImF0mhApMoVO/yaYk7MTtTOjBTS+g2QoeMryyVbkWa+yC/M6nqJX/hTkSDdcUDmmVsh/zG6Ar62VyIk1xsq8i8q5JnSnSaEcXDWmwpqx2pbwFs/3rc+Np0/Bj9v7rbbL0lP//E5qitgDPyf9ewa0pkEVmni1yjEpgqQtAeVlWk47C5OBzKq+AUDdx15//GVrGbOt98CGRlAVpbYupEtLPh19SqapcagSepNvNPwNZx1z/97nuMi3e1EpudXorOOTJZcfxCVMQQO8NVlwHrzyXzbFFJtme8zsS5HHEUJHcqU/O4VMivpnyXj4fPcfXijs78Vxj8PCxYVkuNx6d+1J3V90cfxu8jwKOrwiyWnV5HuBGRTQEeVLnL+NCNloHT3K4XJADtjNhTstWkL+P0iFs9kEpfSOpclogAFIYSQsmH3bsDVVaxHceGCmHrdoIFYIPNBp4/SJJfj57pd8Ma5LRh3YQeWNegBc2PTL5rG3ESkgzvuOnlwAxTFySiX46hnLbzYrhqG396PpgkhCMyIxQtRp9E96gyOe9XAwjr9kWBTQDvKJ7jmEIAptcflu2C30WvRLP0WNHIVztkFYqlPZ8ngBCk/btt4CfUmKmgTin4QVoiX/U3hmNB8MhafXIovzv6Cvyq1xy/VuqOkaKCEotTK+ZOyzCBT4D/HRuiXdhZbHOshQVk60x0JKQkUoCCEEFL6kpOBn34Sw/djxojp1E/Cak9ERgLz5gGXLgEXLwLBwcU/NpMJDjotHLUaOGk18IzLgKNOA8dsDRx1WXDKzkSS2gFbqjTBH7Xa49UrezHs6kGLCFCMvbATCpMJP9crvtoThZn6saJaV2FhmsVdx2fnfkWr2GvC0q/Le0hSS99NLIramkghg+B3z7ZY72F5dUBI6VDrtbDS66BVWsMoVwi1V/y0iSV2vhCnChjVYgq+Pf0jRtzej7axl/Fm43FIURf/BWEmrChAQZ7aP85N0SXjMiYm7sMe+5o4aluV6lGUQaZSLJJZasU4C4kCFIQQQkrXvXtA27ZAaKj4+Z07wA8/iB+zVOpp0wAvL2DUKCAg4PG7m/36ic8PCSlSgMJem4U6dyNRLzIClePj4KzRwClLA9e0TCEo4ZidBaXp8WToHLkCqSpbpKts4Z2ZjHEXt+O/6s1x0rsaOkVchNyoh7E4WhSyGg5FzATof/M4MpXW2F65MczthGcNjG7xJpYf+wZauRJJKn5aelHYGbTCY4ZCOq2ePL+6Rp/GyNt74K1NeTjNhf3G5siUsDIZUSkrtkTPzzrXDGw7C+9eWYNu0eew5tBn2OXTAIur94SmGLtumAqak0bIIzRya/zm0hpTE3aipeYWJviNRLiqgOlohFgoClAQQggpHUlJwCefAF99JX7+3nvAp58CL78sfq7TAS++COzZI9aTYEUwWW0JljHhlOfOe9euQMeO4v7ssYD52EqDAVWTolE7Lhy1YyNQM0UMSshNJqRbqxHi7Y0kO3uEeXjikpstUtS2SFPbIvXhYofsLBukqWyRpVQ9vBtlr8vCa5d2Ydj1A/gnqKVwGVE5NQ63XHyf+ct0bOY8eKek4e1XBmFtqyZPvV/b8ItChsc/Qa1gKd67tEq4//t6q9eLdfpFs9QQvH13k/BxheySu1tOzKeeNhLdNVfgbMxCosIOcQpHqG8o0TXmHOwM2UKmxHnnSrhn4waFTg9PXSpcczJgY9ThhFP1kh+gXI4FdQZjh28jzL74N7rfO4N2sZcwpsWbiLbNzQgLTI9Gt7tncdkpEEc9a+Y7hJcmCbXSbyBLbi1MVcqQq5GpUCEHSrTMvIlGiEUacuuxEPIku+xrwwg53krYjlraKApQlEUmWem1/6QMCkIIIeVajx7AyZNA8+bAa68BUVFCVXy0bClunz8f2LUL2LgRaNVKnALywQfA4cPA+fP5U1W//FKsO8EyMTZsyM20iI1F11vnUCc2HLXiIlAj4S7UBj1y5HLccvXFiSpVsKxtR1ysEIAwd498xQRto/HURTIzVDbYWrmxEKDIUop38IMS7xZLgMJRoxUCHl+sXIPxuw7gtddfRZRDwVMjFuxbgfaRl4XuBYsbvABLwNo5Vs6IxWWXANxy9i/WYytgFFLf71i74z93mt7xPHDVpqF/5FG0jrsIf30ylDAJwS22sN8H4bc/g2XMqPFHxfZYWamT0JEjb5FMczjvVhUDO8xGj7unMP3qOvx++EukWtkiW6GCqy4d1sb7ZSEjDyFbrsRZlyr4tVJn9Ig+jb5RJwrMkWCFXz9D09J6KeQ5YJLJsNuhFjpmXEX7zOvY6ljP3EMipNAoQEEIIaR09OwpBihWrgSqVQMmTRIr5c+cCXh6Aj//DAwdCnTrJj5/6lSgdm0xY+Lvv4Fhw3KPxYpjssAFC3pUrAjUqQM4OwNHjuAzoxF3HVxx2asidleph8ueAbjh7odspQrp0gXQi+Sevavw+MqVfcKjg47ffaAwLlX0Q9Obt7G9QR30OHcJB2Z/jiV922HRYLG2w6M8M5KF4ESi2gE/1+sKrSp/Vw9zsdbrhIuvUMdnD9o86qhDdeHiTSdXIsXKvtiPT0pPa1bD4cYGuGWnCz8vesgRqXTBcXVlbLKtjWSlvRDsYkELeUVXXHN6ZNqXhdjm3wQJ1o74341NsNNr4ZCjET4/7VYNO70aokXCNXSLPovmiTfQIvGGsE+02hmrHZpBBT1sDDrYmHRQG3OgMukRau2FvfE2yJBRBgUpvB0OtTEjfiv8cpLMPRRSSCbq4kEBCkIIIaVj59L1YJfYw19bhnu27vDQOuJ120C0Z8GH2FggKAiYNSv/Tp07AyNGiIU0d+4U61WwgEW3bnhh8CrYqfqjiVcY6t2JhJPhHo67dcEx71q5F62sTEEE4BjB+idqcPaHj7jj61F5uuT6hPbSF9jpKrVwR5RdJP8Y1AObPJrDJl68WxrgwX9TqNHz2/ap3bNwJdgHzW/exvcj22DpiNb4+ePfMXnDATQ5dxejh49/rM7FOyf/FB7f6DQWt9zyt2G0vyt9ZznLg3/RI9fZcLfxbvdm+j7+mjKN4tQbG1025Lo8NT2MRlgZ9bA16CCXGWGj18FGn33/UQe1XgfHJA2sDTp46NKw0acp4mxcc8fuJWaTRN92RWBWPDIDHR5OH1FvzN+O8QHbalW4L0nvVvgAx7VZ/LagwZ/z2xQa7aW/tor4FP7JrPg/LyaJWilMbCt+xxR5bqfYx1inSB/P/loIdx9FNH/qTsXN0j9n8rQsOOsz8MXdv+GXkwwD5DhsXx1bHOvjs6jVqAQIy9BH9uvQbYHk8XacmlOklo08ndvN426TK/g5D2ccq+LVJlMf3+fgOYTAHb+hK9yhwQhcRRzs8Fd2MBSPdrd58OXUA4aW0hFVWchd7hhkTgUU60zk/F0qqJBiAW1LTTn6QrfdNFy6jkJz4WeQKXnbCmglCgc77iZ5BS/J9QW1q8W1cO4mG87rVVaswN3HZMv/G6zn/C4+2n70qG01pMvV6Jx+Be16f8E93oFNb3O3EWIuFKAghBBS8kwm2OdkIcTBTwhOMPFqZ3xUbzja73g3N4z/6Btl9vmyZWJ9it9+E9cdOCDUn5jiUBv/OTfGUbtqOGkrXoBmKtQwWhVwgV3MzrhVE/rPbwpoXmzHPFanMkZvPIq2Z25hRb9WaP/jNPz87t9ocecm9n37MV4aNQWxTi4P24q2jLqOKHu3x4ITZieXC+n5XaPPoUv0uXyxjcLMeu0UexFDW7wjfOyVlQQo5Ih08MD2Cg0x5sYu7Nj6Abq9MJdajJYhzTJu4r3oDVDCiAP2NfCVV3fo5OUjUyBBZouvYf4ituT5lsOmE9kEoGb2PXMPhZBCowAFIYSQksWCD9Ono2XCdXwX1Lvwd/BsbIDVq8VpIIsXC8fCqVPoeuAAuqZfzvfU0QFjcBelF6Bg0ypaxF0r1mMer1NJuLBvcCMCK9AKRqUCY4ZPxOsHd2DSoR3YueRTfNqtP/5p2Apjju4TOo78VFd6+oe5rQtqgapxMcKbZZ1cIXRZ0CmU9z9XItNeLTxqlSpkK5TIVlohS6ECUoEshTX6Rx1D86QbaJh0Ey/dPYzGybeE41539scNRzEgozYUcKeU8BmNGHT1qFBE1jMzFfVi7kCtzxF+X1mNld59ZpdI0GdixDb0jT+JHJkC7/sMxFk7fnYLIaToNDJr+BoLyM4ilsl0fymtc1kgClAQQggpWd9/DyxahG9q9MX6gBZFPw7r+ME6fLAimocPY0WNgRiVdEjY9KN7B4xP2IdP7q3BSlkHnHGsglQrfhpvUVnrc9Ao5hZa3L2BFlHXUTEtHn9Xalus59BbKaFVKVH1bv6pAkvadsOZCoFYvGYF5mxbh5fOHoNneppwYb+tckNYogUtX4TdPX4AQesuPX3B7q7YQvSaox82HJmHLy79Knwea+0k1P6on3gbwSl3hdaScxoNoeyJInj/4BoMuH7i4XtUrcIKUXau8MlMhps2vUTOOefWKrRMvYEYpRPerDACacri/x0lhIgcjFrYGXWwy8lCZilmFhLyrChAQQghpOSkpwMLFwrFLNcbniE4wTg6ih07mjYFXnkFR+2rCQGKH9w7YqNzIzgasjA0+TjeDV+PdZ7Nscy/GLIKjEZUTI5By3shQkCiQUyo0BUk2s4FR/1r4IdqPXHMgz/fuqjiXRzglfT4ReKJSkFoMe0TfP3vb+hw84owVSLKzgUqo/65TJHXKG2xsHo/DLx7FFE2bvi8xkCkuDugZfQVfHbyN2G6/kdn/saxu+cwr8FL0Jl7wGWAW2YqRlw8gP7XTwiBiY4j5yLVxv5hDYr5h35Fu6jLUBqN0Bdj4Gds5E4hOHHVzg9veQ+loBIhJewPl5b4InoVPj31G95pNho6Bb+eDbEcJpNMWErrXJaIAhSEEEJKzqZNYmHLH38EFp579uOx7h///CMUyvzp/qobarFg4RqXZkhW2GFoynG469LgoM9CurKQd41MJrgZMlBXexf1s8LRXBMKx3CtMD3hrHcVLGn0Ao751cAdJ09hWoptDL+A3LMI83NHhdhkyPUGYYpHXnqlEpNfGo22IVcwf/Pf8MtMxoG/Z2F/hdqY3/xFpKmfr64W230aC0teR31qYUCXWaiZEokx13agZex1bNr+MY7CBwvRmDofcHy3aRlaR1wXu2XI5Ljt4vkwOPHAdVd/tI+6jDqJd3DOq+ozn9NFl4YvQ36Df3YSEqwcMLX6a5BnmK8tKCHlRbjKHR969ce82LV4/9zf+LDRCBhlFBgklo8CFIQQQkrOCTGFHMpi/HfTpYvYXnTbNmxxrIcbarHLRpZchU3ODdFIF452KVfROuUallTogc0eEgXpjEYgMhK4ehW4dk14XHhvKyrkJMHBKF48hak8hFR0R50Wk7pNwHnvyigt4T5ukOEmGtyIxJlagZLPOVi9FlpN+wS9Dl/Am2c2oWPEJXSIuIxjvkGY03rocxeoeFSCrTMOssW3DuomhOHd82vRKvMeWmIjDpv8sBCNoKFART6Vk2OFwMTE3hNw1lc6+HDaU1zfID7smQMUTVNu4P2wtbA2iYG8WVWHU+YEIaXoqtpPCEx8fHolvjz+Mz6rPwhxNmKRZWLBTCjXZCaTpXZAJYQQUqqSk8ULdze34jvmvHlCxw2sX48uCy5JPkUZEcfdXVtLujOFoy4TG1a8BgRKXLynpIiBh19+AZYvB9q2BRISAK0WaNECuH5dDEpoNLlFOIODxaVmTfGxVSuxKOfly0CdOlhXoSW+lyjwGfYiJ/Ai3a1RIHeWnojgmpqBQdsuoPPFK2h0R2xbN2nUy9jasB5sCmjlaBct/huvHxOKWUfXIjA1DkaZDFuqNMLCui9C/0hbUkbnwE/rdAjnT5Qw2HJa7Rn4byWyXfnBKetk6QwUg5r/erMd+dva/boBU3EGvsgUvgUH4I+v0RAbTRuKtQ2lsio/WLUtRLoVZkF6VHiTu83kyA80yTRZkus1Nb2F3+Wed0+hW9RZVMhMgJMuEwqYhGygDgOkx+hwNQlyoxGbry9AiNobUyqPEtYbCmgz+qgAUypexRU0RixsYBACIn81aI3T/pWxt3pd4TkeF/k/Y9axmdxtN0dIt0812PN/4ar8w6+BYiqoOC+HrIC3zTK99DisbvP/xrGuNDzpDaX//jkcDStSW1qorSVX60Nvc3eRq/hBPiPrrlRMlAH+/I0FfJ80taVb/qq2nOSfy8uTfy7O91dfxZd/vHh+zRajo3QWn1zD/9oZ7aS/T8yNsbaS66v8VXCx4LbxlzHj+hpcc6iAGXVHIkcu/pzs2f9Ia29iNmlpaXByckLAsg8gt1GXyjmNWVpEjJuL1NRUOLJptBaCMigIIYSIliwB3n8fWLAAePvtgjtrPK3+/cUAhb54p0KkqeykgxOMszPQsiWgVosBioMHgcGDxcewMKB+fWDo0NyAREAA/65u7drIkcnRICm0WMcvDDMtE4P3n0anM9dRIzIGdlqdkHpvlAHhbq6YNXQQjgZVe+rjnfeugpcGvIuG0bfw4aG/0efWaXQLO4+VNTri1xqdy8Wd6wsyT7yKHmhoisEUnEUH3EU7RAk1S7B0KWAr/eb+edMz4gT+d20TbAw5QqAmzcoW15wrCMvGqs0K3NcolyNK5YIq2gIuqh/haNLiZVxDO9yFM8QMpCSo8XfjNljWvDMy1OXj606IpTroURupVraYd2kl5l7+Ex/UHv4wSEEsi4lqUFCAghBCyH3sQp15912xnSfLHnjWiPqRI+LjN9/gjzMX8Un1wbjuUAElbudOMcjywNdfA97eRTpUtI0r/DWJzzwkW60Wg46dxgsXz6NmeAzstdkPAxIxLo7YVz8I6+s0wt7aNZ8pmHDWpyr6vDQbvUJOYtqJDRh7dSecdBp8U78fyouzMm+8ghfQzHQP/8M5eP3+O8CWKVOAr77C86hqdixaaW6imSYMgTmJQleOFVU7YWXVjjDmyaLR87Jg8jjsWANDE46iRdp1HHOULgKrNOkxCDfRHXfgg0zhZ1kDJfahAn5FTUTLHBDdvmWxvkZCSNFdcK6M92q/gk8vr8S4sB34vmovcw+JEEkUoCCEECJ6+WUxq6BJE7E+g5OTWEOCdc0oKja9wstLuOBWmoyYcGcbFlfqhVv2/HTZZ8ayNcaPB1xdgZEjgd9+A7ZsAUaPLtLhzrhWRf+7xxGYHo07DtLpxFKUej1eOHsRvc+cR8OwCLhmihdx7I52nIsjDtarhg2t6mF3wxoPAxKmRH5qb2Ftrt4Uu70a4NC/M2CfIz0V4Hl3QuaLE/DFrl9eAF57TQxUsba3w4aJGUPPQUZF37RzeDn5KOxMYso4+/k67VYVMxuNRI6yaDU4Vru3xEsJxzA2dm/+AIXJiBdwG30RikCkCV1UciDDeXjgTwQLGSyEEMt13rkSklX2BU5VIsTcKEBBCCEkV+PGQE6OGKxYtQpo1gz44gtg2rSi3dWvXh2IiRE+/LLmSEwNXY8fLv2ACXUnItSuhIIUa9eKnUP++w+oWhXYuBG4cKHIh9vi10QIUPSOOonvavTlPk+u16P7hSvoe/IcGtwOh0dahhCQYG8Dk+1ssbdWDaxv2hDbOgTBWJxFQwvAMieYDKvSmc9qsUaNAnr3Bl5/HTh8WAxa/fmn8HPOMgH0slJ8O8QCaGlpYgDtGdTLuI037m2Frz4VWpkVNjjUxx67YNxUeUJT+9l+t7RyFY45VEOr9BB8ducP3DCpUQcJCEKyUMfCwOpBwBnrUE3ImAB1BiCkTAjQxMNHm4yTrtXNPRTCYyrFIpkWGqeiAAUhhJD82MXz33+LH7MgBZsqsWePeFHHCkcW0WnnaphcZwL+OfM5/LRJJRegeNA5hF2UspoT7IKwLz+w8CRhDr7QyRRolHQr/wajEV3PXUafU+fQOPQOPFPFO8rs/32ajRrHqlfBtvq18W+zxsjMU/BKriy+wnJP4qLNEB4zleU8QMG4u4stahn2OHUqsGIFNkGGN03tESIrxuKwUlir3V9/Bc6fFwu2suwNVhuDBQCfwE2Xhmy5UggcdE65hJcSj8EnJwUmyHDEtioWuPeQLIb6LL716Y6W6TdRXxOB+vczMyLhgM2ojI2oQu0KCSmDOsedR5bcChecK5l7KIRwUYCCEEKItJUrAT8/YOFCYPt2sSgly0bo3LlIh9M7WMEnKUX4+I6bt/A5o6vHr95uc5dfHZ3rzTeBpCSxO8eLLwJDhgBVqgib2vYp4GKQUysq21uFO06eqJwaC2e7VAy/egCtoq7BU5MK+V6TEJDIUKlxxr8y9lSrg//qNEGqc56pA6mAOjX3U1O8dFV3xorzcpVa/rB1jvwiV1bO4tSOBE9bpAXkXlBa3W9gIiWjAn9agDqJ3Tt/nLyAuzDyHP5GnZN0PQS9uoAuI5H8AI+2j/R0pO71P3h8pcdoDDMcwCuxBxHsa41Qj+DHnnJ7oHQ7vsp/x3PH0K3BnMfWBWpisTTkRyGgkKqwwSWHINTRRMKFFe5cuhRb2GuGAlqZEgbIYIAcBpkctiYd7O7qhMAXw76S4jQhFpiohq8r9kKG8vFpKrZXxawlKQYP6U4YTI5XbseQRNhjnONkNE66iQkvN4N8+nRUtLfHJNZdJs8+zV5exD1ehf/uSa43OhQwtSYimrtJHS/9/dAU8PMSX58fnLOLlu66ocrgdwVRZvIL/iqyONuU/Lofeh9+Js3hf6dLru/u9Bp3n8Qe/NawrhdTpYdXhX+xakoW/2ZLkYvxz8cYGz7+u/SAIiRCeoNWLK4qxRDArx9key5SeoNPATWHrPiXP9nVvCTXK1MLCCxzuukwxlvSHVdMzcSONlIUd/i/v8Gf8f9/cMnF3w/PnFQMiDyKzU71YYrOhAr8jjnEnGT8NyQlci7LQwEKQggh/HZ1X34JtGkD9OsHZGUBXboAM2YAc+cW3M5OwoxL/6Bb9Fnh40g7jxIaNLsaDBSzPYrRVbcKqJ4SjXUbPhOLASpUuORREbtq1sZ/dZoixZbfCtKcnLViJCLNuuzXWigJiVYO+R5LyqzwdcLja5XHI1aVGyBol3oFDTNvwz0rGS7GLNibsqEwGaGEEdYmPbSwwm1rT9xRuUEOE2yNOlxQB2CvfbCQMWEq4cyY2w4+wjLhw5kleh5CSMlh9SbGJ+7FC6kX8H/27gK8qbOLA/g/0tTdsUJx96HDXSYw5hvbmDFn7u77NuYOczbG2IDhDsPdXVtoqbulke85eRvawn1LW9rcNDm/58mT9t7e5K3nnnskR+eFWUGX0VeKMQfgAAVjjLGKUXnE8eMiG2HnTuDdd4HVq4EZM4AmlU8T7Ze8z3b/Sgcab1a3/v20Tj9ju1/WqBN+ajsIx0Lr297PreecVx/sAuwBCq9qXHVzcbclrkL/zAO1H6CwWNCoKBV7fRuVC06QNYFtbTekZsiP93fO4BdjrG4EJ6iJ7tVZO/FjSF/8G9gZ+dqaa8bMaoGVe1BwASFjjLFLi40FNmwQTQbJpk1A8+bAbHFluDK+aT4SJo0WayPboS5plRaPFhkJSPANxkv9bjsfnKgLAgpF6nGmt6/aS3EqwcZs3JK8Dg2M6baSihPeymndNSGmKMWWdXPAxwHjdRljjFitaFmYiFeS5uCmzE224MTM4J4cnGB1Qt26hMUYc09r1wLbtwO5ucDDDwNB8hpqVou8vMSIRir5uOkmwGwGJkwQTSgrmvBB48xWrsTYM5uR6hkAaJw76+BCT279x3Z/39Cylfd1Q0CRyKDI9OYSj7JiC5Ns9zPDe2N+WNcabzBZVqBJfA98LPIae8YYq0mjc3bjobQVyND64MXo8djuw00x6wwrZ1BwgIIx5tymTwcmTSp9f9Uq0bDRIG/kx2oZNZ3s3FmUeFxxRcXBCepb8cwzwGefQe8bjrfa34i6xM+Yj+YZCTjjF4ZkP+UGfc7Mr0h018zwrrtlAkNP7MCEgxvw+JC7kKvUS8Niwdu7f0JQcR6KdTpbc0mTVgeTRgezVmsbIWotsMCs0aG4ZF+jAtHk8rhXFFIuKLuoaXv8myBT542R6TvxXeiAWg2GMMZYsCkP12duwSafWLwRcTUsOnmTVsacEf+XZIw5N+p5QGMvMzNFFgU1aRw3Dhg+HKB/ui1aAPHxImgxejQQFSWaJNJ2VntatgRee02+PyUFWLgQuOMO8f5VV+GhnE7I9ag7V/JjspPw8+oPben58QFhqIt8jeKqfVYd7UHx9sqfMOT0Htv3YPqCz3D9uGegtZjQIfM0vE1FtgBEeGEWeqYdsZVqWDUaW821yNGx3wtKeTvPxf+NR88uwBGfaKwI7oDlQe0rDrhV09f1h+PZuDl48NxSfFJvVI0/PmOMkauyduC2zA0wavT4InQIjwNmdRIHKBhjzo2u0H/+OTB5shh7+fvvwJQpwLJltiuntvICuz//FPeUXZFFsx1rt8M9k6BeFX36lL7/7bfAPfcge9T7ih+uK5SP9DP7yetlB4xUfjyzp7yExOIpf7GmKyq/jil7RWnHaf8w/Nmyj+IZbtQW5fmfJh9dlUdrkozmyusL3V8sf7wg+eP5FxbaMji1RfpyTae8U+Vfc2sFr2c1ZuV80Nz68pcThhx5Dml+uPKTGbLFMf3j9yPdyw9b6rXAyBM7sPqX5+FjKlIMNnzS6iosiFTuTq9duxMomY5hgAVeMKEpsjAEpzEowoTO506hc+4pPJm1GvjuO+D661GRkb8+K92nMV48anK1XxvcrV+OIbn78PQtNyDvgr9NbXpI5jXSz9IE+UxYcz3lrB5dBWVUGirNkvDYpTyycWRUSe8ZBcFl/wZfKDxUcbM2UT6mFYHyhqUNpx1U3H7sKflYy8hN8lGK+oQ0xe2nbmskPSZqi/x3Z8nWi0fMkpHh98vXcFr+uy1jbSbvZxKyTz6a2eKpPHlJ4y3/mdBo5Jlj5nTl5q76zPyqN30tkM9S1iXLm8iaEuRjaavD1LGe4nbPg6nSY6zB8p9ZfYDk801Ml68hKVm6b5lllvR3NLY4FZPTV2GXoT7eCxiCTKMOMOZj0bkvpY/HnJBVI26Oei4nxAEKxpjzT5CwlwoQyp6gG/U1oBfaJ0+KW+/e4mM6dAD8/QFPbgSlCsqaGD8eCA0Ffv0VGDJEZMDUMbFZieicdgLHAqJx69VPoq7yMRbC4qRzziuDyjWyPH3xcr9bEJ2bjobZqTgU0AA7g5siy8MXWqsFOliQr/PEsuhOQAXnyqDyDtANyIcB6fDBVkRjUOIsID8feP994J13gBtuAN56C5g3D4iJqbHP5bPoEXg1/i+8M+tPPHLb7TX2uIwxN7dsGaZkrcTAwqNI0AXgncChyNbWzaw5xkjde9XIGFNfcTHgoXwlpsZlZ4v7nj3Lb6crhHTiS5Mk6EbmzAHOnbOVE+CJJ0SGxccflz+OAhtKVxdp+549QIMGwCefAAsWAK1aiZOW+nVnaoOq9u4VASUqtfnjjzqdwfLO1h9tmQcvd70VdZmXqRiWOtaUlPz478cIL8iGFlZ4mo22bfeMeth273dWfsVZC/mV4Ar5+ACvvgo8+aTosUK//zRCl0qUKAOoBoJsm/1b4HRoKEbu3YOQ3Byk+9XiaFPGmPt45hl0Mp7FKq/m+Mu3Mwcn6jirVdwc9VzOiAuTGGOVQy/YH30UePBBwM8PGDRIXGWsqAfBzJnAkSPA2bOAUZxkVBkFByho8M8/onSgIlTWQeiEYupUEWhISBDbNm4EBg4U9eUU0KCSETpxo1v7krrzTp2AsDDgjTeAHTtEE8hu3Zz3L7gzZk9Q5gqV2tTh4ES/hD2ILsjA4gbdcNYvHHU+QFELPRVqW4OcVETkZ8HTbLLdHIb+ts2fD2zdCjRqBPzwg9hGJR8UrKSf7W3b4G2+IB3dYkFocTbCjVnQUmBU4pnrb7D1yPiAAniMMXa56PXJkSOY69MeUwMHIV5f95o5M3YhzqBgjFUOZSd8/704gacT/SVLxESN1FRxYk+jP0eMKC2toBfgjzxSenzbtsDffwPXXAMEB4s+EZ99BrRrV/HzUgCBJnnQY1Nfg/vvB957DwgIuPhj77kHWL5crJWeIyNDPM/u3cDIkaWZEMeOiZtd375if16eeD6aUEFZABSMoTWzS6NyGwoKUaZLHZ+wcvehJbaGix+1vwZ1nae5GKY6GKAo1umRrzcgy+CDuEAVgkQUmDx1CvjySxGwnDVL3ErQXwUKW9LPCTUnoTITe56KPZxJTepOeoZjVWBbLAruBKPWgG2xTREXEopex446/nNijLmer7+2vXY5FByp9kpYTbHymFEOUDDGLo2mZFA2AUlMFOnOFHygAEPZEoorrwTWrhWp/n/9JbZR1sXRo+Lq+tixIqOCpm/QCS1lLhw8KDIxqG8BBS+U0OQOKt2IiBD/jClAotTEjh6TAhQdO4rHpvGkFFChsoPwcJFFYQ9s0FSQEydEvwp7iciF5s4V93UwRd7hXnwRSEoS36s6LCovDTF5Kdge1gxGfd0OtBCD2WQbq1nXGHV6eJqKcdX1L6m7kAceEDf6+0N/u44fB+LisOijv22j/AIsBdBZLUjT+yFFHwCTRosAaxH8zQVoVJSKFoWJaFWYiHuTVmBZUAdMMd6IIr2+Tma1MMacEDX1nTABB9bWzUlTjCnhAAVjTJ42SBMz/vsPWLNGNJG7++7SWuyPPhK35GTxwp2CBvSxRUUiiED9HJ55BnjzTeCbb0SAgj7uvvtEUMO7pEaydUn3dWqoSBkSEyYA111Xmu1A67j9dnFPadfdu4smdpRRcWEWBa2NOspTxgTdqIac1kGBDXrush9PGR9dusg/d1o3BTyoLp1V7KefgA8+EJk0lEVRh918fI3tSvjnbcbCFVCAolhb9/7VF+k8EGyRT7ZwOBpfTLd+/WzvfjqjpGmvAqu+NCBE5R6DsvfijuQ1GJG5G0Nf3AOTTodcbuLLGKsJubklr5fESGnmAqw8xaPuvWphjDkGZUrcequov6bMCMoioPft7IGKevXEjYISVH5h7z1AwYZ33xVvDx9eehz1rqCPyckRY0OpXwT1t6DMB0qhfuop4LnngE2bRB8I6j9BwQvy22+lj1NYeHGAghp3/vsvMHGi6D1BHfnLjsD78EPRPNOOsj2oHISyKM6cEb0yaBrIli1iTa+/LjIDmLIVK8TXj9LgY2NtPUJGdnld+uFefsp9KQqjfKTHFETKm7H6JCr3NfE8Jx9XVxQpf65iPx3q56eCOggcDS8dNecXL3/h55GhfKJqDFIoQSph8pK/IPAsaaNyIU0FaZg5DeRX4z1MZvgVF2DLN0/hwQH3YW9ErHg8i/wBM5vJMy60RuXn8qhoquARyScFIGGMcjM34w966C0W+CZe3BDTkCJ/siU7X0NNGtlSMk5UJ/+amwNLPydq2bkkuCeWxPTE84dnYmD6PuhMJsSHBcEcUfq5JeXJG2a2nCsfObhnhvLPc8Rnu+TrG9hVus8zSrmc5twAeZlN2C75GE+Tv/Lv76qD70iPGTxIvm/Fyo8Utw8c/p70GH28fKSpKSZCcXvjP+SjKy1+8gaEw3q9obhdFxwoPSa/ZdWvfC/ZXr2f85ENypRdluUt7xlkCfKt8sjLIf3k/am0hcrPpUtUHvkqDnJcFph3nCQwKhsXSn9PiyrokyPrv1Uk78ulb9UceqsZYzK2o23+GYSYcpGr9UKqhz9+NHRGktYP63UNUaTxwBuF+TB/9hcWmZRHBDNWF3GAgjGmjIIOFCigIAP1noiOrvjjqfN9ejoQEmJLgcbgwaX7mjUDtm8XAYAxY8Q2CnzY06cJBRXoRinU9PFUpkEunBZCGRtUriFDYy3peWjSCL0wuPZa2wguG3vwhDIkqL/EV1+JAAgFM2jdlFFBWSGUeUENPpXKSJjoO3LLLcDSpaXbqFeHPSumDgsrzIZR56AJNQ5w1i8EjbOT4WUuxsSDK/FkSYDC2RXqDLYRoq6kSCdKhn4d2APLurRRezmMMSfVPi8OD55bggbGNOz2jUGCIRi+5iK0KEhE7+JMBKEIZzX++MCzr63ErFBT98sRGSuLAxSMMbkOHcSoThr1uXmzKHmgXhGzZ4uxfNRY0i4wUAQ0ZOjkX1ZSUVbTpsDLL4uMjBYtgJ07RYCBMi4oLVopOEF9LCiwQVfxSZs2IrBBNzqJ/t//gLQ0EZQgVP5BwQl6rNOnRdDD11dkUjBl1LODpqhQ5gxlxND3wt5/hHqHxMTAFQQV5SFXX3cnkFzoruFTbPf/znkNHVNOoq4o0HvaRoy6kuDiHNtn9OId16q9FMaYEwo05+PunI0YUngY+73r46Emd+GUV/ksH0vcWdS3ZOOponX4qHCRrT3vMn1T1dbMap7GWnHWZE0/lzPiAAVjTM5eQkGTNuylEpSFQOUVlAlRNkBRk157TfR+oNpKGldqDzwooVGijz1Wfhs1v6QsCLsnnyy/356VQY89apR4DKovZ3I0lYVGs9pRrxH6+lHQiTJWaGqK0mSVOkbjYifFdpuiW2L0yW2IyUrC6UDn7/aep3O9Hg0BxfkwVVAawhhzTzR6eETBAdyZs8n2H2hq9CgsC+wAq6RB91ltAB73GoEB5lNoYsnAf7oY1NKrMcZUwf8pGXN3lBUhQwEIajJJfRhuvhno0UMEJ6gD/fz5om8DlUdQsIIaWNYk+sdMGQ0VBSfI6tXiY6khJ/W3INQLg8o4ZBo2LC1ZoXGpNAKV+igwOXtpDqFeJNSUyz59hfqNUONSF5DoE4Igo7ymvq6a0bK/7f6mQ2tQF+TpPW3NSr1M8n4idUmIMRvN8hORXUGtP2PMDVmteDh7NR7JXoONXk1wT/jNWBrUURqcsLNotFipj8U0Q1cc0fEED5ccM2p10M0JcYCCMVdBgYT+/YF16yp/zE03iZR9mtIhQ+M6X3lFNKikFH+6Wk69Iuwn+nSiSg0laXpDRUGB2kKTReh56QSZmjbS+FMq66AmmzJ0pZ8+tmyQxj5SlCmjXh32pqfUtJR+Dqgsxo5KgVzAweAG0FstaJIlb5JXF50MikaB3oDeiYfg7AbsOoTuacdsbwe6QrDIYsGne7+1/Vw9dr9rBPIYYzXj2vzdGFlwEB8GDMLUwEHI1tb9Xk6MXS4u8WDMVdibSlLqfWXQSTml7ZNz5yp3DGVOUPNMmrv99tvAokUiA4GmXtBIUrq98YZjJ18MHSoCDjS9o3NnEaD49FNxX1FWB00Nsfe8uOIK4PHHHbbkOosCWs+KqQYmaHFd/fvgbSlGTFEKjp2MQl7r52D2l7+4MvsqN58sDJJ3aPdOraA7uiQgZgyXT+rQFcozhvT5JswN6YFrT27CXbuW4e3W4mTS4iFfn1WnfJVLVygP2GhN8msDvgnKx2XFyht3RuyU/84XBZUeV6zRI7wwG33iDmBVm3bSY7yT5YHGoiDlz7coAPA2FtqCILa/E2VYvOVrP3VbyZSMw4fF3w36m5KXZ7uoc9wjHLmnjfDWJpV/vCDH9YpZdLgkKFcFA0a+X+79/om7EWnMwtwGPZC0pjFarLn4+3XsFvkV0OyG8qyLsHjln2d90zIlbhfuOy2flpA0pHR6TVnh23Kkxyzd8rJ0X0XTHGRWrKygl5HEqiXPSPdVNOFDWyT5e1DB1WtrBX8PdMfOKu+oIHNmzb9PVXnt2mJLtb5+hW3rV+3rQFNzjslfHwzt/abido9U+c+L6dgJ5R0xDaXH5HaQl6X9d+J/ittH1n9YekxOD3nPJL/jkqlDpgqyTakpt4xB0sDS0xNX5B7D3TkbMDO4J5aHdz+/a9GBt+WPx1yflceMcoCCMVdAJ2o0rYJOtMtOz6iITgc0bw4cPSomcIwYIRpdlpWVJa6S20eKlj2Wejbceae4Ua8IamQ5bhzw0ktA377AgAFwCPrnT00bKUBBzTUp4ECBF/qcDhwQDTOVgjM0dYLW+d9/jlmnKygzsvXqlk/aUkyLtAZk6uVj6Oqasz7hyNZ7o3vGUbiaL9uPxpM7Z+ODDdOx+VRzPDziHli0NfMy4OtZ3+LKkyI7o6I8Kmro9lXjkZgb3QveVL5BpVm//CLGGhP6uzJ5Msb/mY8CrWv0oeidfND2Nfmq1ShAPnGVMeZGYguT8Eziv9jk2xw/hfVTezmMORUu8WDMFdDVHjrhLrm6rYimYNAkhrIWLwauvFIEJ2aVmWdOJR80WrRRI6BbN2DfPnFlk66gT59e/jFOnRLBAMqsoLcpm2HgQFEW4igTJgDbtol+CBSsufpqMcaUelHQeNMyJ9a24AUFZigwQSdHrDz6Pv/8s3J2AjXFBPBozERbcMJVbQ1uDn9zIRrllb9yX9fNj+2BMWNfRYJPCHomHEWv+MM19tjd444hy9Mb89p0xeKWHbG0ZQcsbdEBy1q0x/qQ1lgf3AobglshX+eJB08txM87PsScrW8B778vAqH0u0sBRQpUfPCBywQniKdFXF0tdKHpMIyx6gsrzsFrZ//CWUMwPogec8l+E4y5G86gYMwV0cklBRmorwK96KcbNbQkO3aIUghCJRn2DAIKVtAoTspIsJc7UE8LOimlPhR2qanAXXeVvr9qlehBQTeaiEE9Iahfxd69Dvt0cd11InODyksoEENBEgq40HQPCrDQP//u3YGCArEuyvSYMQPo2dNxa6wLqDTm0UfF25RZ89RT5SdzlJTFFGrlKfuuIKJIXOYenrQT38WOgCvJNfhAbzXDqNVhfcPWNfKY7RNOwctswsxOvfH+4Gsu2l/vv9I+El6mInyx92vUK0zHIb8GaPPr5yKg6MI8LRWUKTHG3IvVimfPzYNFo8Er9a9DoVZSAsLcl9WBzSudtEkmBygYcxXp6SJYQCfm8+aJk/GYGKBTJzF5g4SHi21la75DQ0X2Bb1dNgODMiiofIMyEKh0hMo8KBOByiLo8amUhEaOli0poUAANVCkGvQnnnBsQGbaNPG89maNlBVCmR9z5gA7d4qmjt7ewAsvANdfX2GNsdsqOzHlzTfFzZ5JQZknJb1F4jxdu2P4jzGD8dHe6eiSeRyuJjYzAREFWVgZ0/6iXhEV0VpMmLRrJRoWJCEsLwfBBXkIKCqAj7EI3sVG22ucX7pdOk25UO+JSZ1LgmAAlrl4cIIYzMW20hbGGOuddxRtC8/iuQY3IEPvp/ZyGHNKHKBgrK6jQMTHH4sT9OPHgZAQ4J57RE8KyoCgE0zqGUGefFJkN1D5RUaG2EZZE5GRYqrFwoXibTqZp5RrQpkHlH1BWRR0zGuvlU//p1IKQsfSWFLaR7eKTn4o0LF+PdCunQiQXI5XXxWTS2jc6V9/AUFBpfsoqELZFXRjl0a9PL76CggOFmU7hL6XlIlC2RX0/aVxrCO/gSvrkHXKdt88LxF6ixFGuE5X9Yf3zLfdT+1xVZWOG3B6P+7btcQWiKArf8VaHQo9DMjy8kFcUBi2NYxFYmBILa26bjNYTJzCzRizaV54Dql6P+zyaaz2UpizsnIGBQcoGKvL6OSRyhUoc4IyG6hRZIsWpQEJYjSKXhJxcco9F6hfBB1DL6BlVzOp7MMe0HjvPSA6WpSKHDokAiI0dpSmaRB6nEu9GP/oo9K1UBNL6oPx+utARETVvwaffSayRyiQQl8LVn0eHsCQIaJHh72Z6MaNIjhB2TRffCGyUFxYs5yzmBi30tYoc1rjoTC5UPqt3mJCl5RjOOsbisSAqgUGMz1FI9SP+47G9CsubsRr4VcTFQcoOIOCMWabpqSDRo2R7IzVIfySgjE1UTkC9X6giRc+PqLs4tgxYPToSx9LzeSoMSWZOlVc5Vbi6SmaV27YIIIY9rGilClRWVQaQo/RoEFp8OPWW1Fl1AyPsjvsDTlvv12Ul3zzjSgNoZIMKkFJThbBiksFOubPF8GJW24Rx7Pq27UL6NFDBLRKFOk84AlRMjP8h2xYfrxd7OhZMtJWgcUgz5zRmJVH4/mdkY/J1Brlo920+cqj3bQZ2dJjrIHylFrz3kO4x7rWdip5zuSJ9ccs0BzfBX2PDtJjZD+jBeHyf6+6QvmLU61Jsq+C17MFYfKeIMU+petrcy4OeqsF9fPSsGH608jz8MLpgHCc8Q+Ft8kIv+JC+BQXwdtSBC9TMfQWs+2ms1hs75PYbafQ4NDFzTXTRrWQrsHiJR/L2Hec8ohAXbto6TE+WyRjCqmyq+0Lits1yfLRmotSvkZN8t5XftSkIb8QFqvYntelgeIxLaalSx8vr2mZrLAL+JxSHud4bJL863f02SnSfe2enlrlUaIV0UimYY5sIW9QnNVJHqj2Tlb+W2HxlP+MJfSVBxmDjij/YnkGyH+nfA/Lf5YQrpxFVN2xkRa98t8Xi17++VZ3HKvMsCtel+7TmJS/wVZv+ddc061MT6syFlXzZ2xkE+UR4YvOfiY9pt9VH0j3adKV/3+kD5CPJg3ZJhpIV2Y8KQUoPKzmao0wZm7CyhkUHKBgTE00EYNO2Js1E1f/qaM9oVIFe4lFRSdGlH1ADTCnTBElFkuXyj+2Tx9RzkFBkbBq9BCgwAGVZlDkvzrpykVFouTk9GmgQwexbirP+OkncXv6aaBJk9KPpywNunJftjyDAheUudGwoQhs0FhRGoPqyIkhroiaqV5Tprkhfd0PH4bli9ITt3ZIwR5UI8OljlmEJohBNpojE19hOW62joKr2BnVFE8OnIhBp/eideoZNMlORkhKLjqnnDz/eoims5i1WlsJh2+xOBlM9fZHqk8AcgzeWGyqmcaa7oS+rnpY0LzoHPabIhBRmIXo/AxE5mcgvCgLoYU5CM3IRKApH37mQpz0Csf7ja4tfQCLBfXz09Ah7SRaZp5F45wkJHsH4f3OXLrGWF1jD1AwxuQ4QMGYWj78UPSEoMkXeXlitCNNTMjOFifzlxIVBezfL0aHduwILFsG7N4tshAoo0AJlWNUB03G2LJFBBGSkoBJk0R/h3vvrXwmBk3ZoPVRvwgKltDnSNkdhEpEKBDxwQeix8UNN4i+F/T16dULqF8f2LxZvE0BEiozoN4b990n+m9Qs05WfVu3inv6vlKpTUlmzlVfnMNUrEY7pOFmHHKLAMUaTUOsQUNMsu7BjTiCh7ELn6MTXMXqJh1sN50R+G/G00j2CcRNY56CUV96xbPYVwQg/QrzbeUJ6T6lk1wiZ9fcaFJ3MS2wD95Mm4dPU/4EFv6p+DG24BA0tuydxkUpiDiejfDibASaCuC5t7hcgQhds6b3B57dg48bjMaqkAoyfBhjThegoElKjElZNeLmqOdyQhygYEwtJSMb8fzzolQhP1+MwBw0qLRBYWVQU0gqCaHmhjSxg1DQ4sEHa2adlN1wxx3lt9FJrL1UhPoSVISaYdLVeRpPStkOrVqJ7fbghB3to4wKuhFq+EkBCcqWoL4IlF3h7y++blddBTz8sOiHwS7fW2+Je+oLYi8bIhoNnrH2w93YiyMIhjuZiVa4AUfgDdcdEbknvDG6Jh2Hp8lULkBhl+vlo8q6XM0O78Z4JOIG9C44jqBAKzI8/ZDiFYAU7yAk+AQj0ScE1rOihOaalM2479xytM4/iwKtASke/kgICsNJ/0gcCmqI3aFNkOoThFGntuDxPf/gmbg5uD55AxaEdsXaoNbI9uCpAIw5q+jiDAzL3mcbLepR3WxUxtwABygYUwtNQ6CxjtQXgjIbKLhA2QN33VWl8X82FCSg0g3q5UCo5IHKP7p2FRkHNKGDxoXSGFE6ya8MGk1KGRK//CLeX7tWlHnQJAcqzyBUnnIpjzwigi+EMkVuu02Uo1xK06bAwYPAsGEiO4TQ14eaYcbHiwwOR6C1UzYHZWzQJJOqfm/qAhq9SkEKal5Kga4yjBodvnShDILKMkFru1LdA4lwVT+1HYxuScdxx/4V+KzrWLWX49KOGSJtN1kPCh9k2e7nhPfA/NCuMGn1FfagWNj4Cixv0Alvrf0RPbKP4uGzi/DQ2UWY2mAMloR1qcXPhDF2SfYmmPYAhNWKITn7MTllObJ0Pni53nhM5eAEY1IcoGBMLZQRQAEAKk94993Lm45A/+i+/lqURtDjUQNLysS40NtvA926iRN8Kpugsg1700sKSHzyiWiW2LKlmORAwQl6LMqioBNzylig4ARtpzKSS/2Dpckfe/aI5oubNompEDQ1pLKOHhU9J8iYMcCLL4q3HRWcoJIUCiDl5or3qXcHNfakMZxUovL448C2bUCXLpc/LlVN1MuDAhT0M0QlMxdmt7ihQo0eK6wxGIrTiCxMR5KX847QnDn/XUTmZyLL0weJviE4GRCJ44FRWB/dGnE+4dLjttRriUKdB4ad2skBCidSNjhREcp6eSX2JhgsRvTKPIzn4v7BY2fm44Gzi7EYHfHCtRNgpAlMVRRQkIf7Ny5Dh4TTuPe6+5DPJXTMDT2btggh5jzs9GqEXZ4NsdHSEJZKXqB4IGkZRmXuRK7OC3laT1tZR4wxDcv82+Lr8MHI1/L/WCanoeQaBzWvdNTzVBUHKBhTkz3joabYT/7pxJ76U1DJCI2OpGyEs2dFrwEKQNBJNfWSsP+zpY+nTAfKtKBSCyo5oVR/Kq+gRp70cZRJQOUo7dqVjiWtCGUd0HQS6qsxbZoYgUqZIjSusjKoISZla5DGjUVQxNHZC0eOiOAENS2lKSurV4sGkhTMIW++Ke5HjBBZIXX1ioj98yE0VpR6mlAQxs0tRQyG4TRGJ2/H9EYlY3Sd0KGQBmiUm4rwgmyEFuSgY+op2/Ynds619TXINXjZek2cDIrAnojGWBTbBTl6kUm1NaoZ+p49iPC8TKT4yqdFMOdl1BqwJqQ9xqVuRmxBEgp0nrhm13aM3LsLz0y4CQs6ViKjghogf/EF/v3+HTTOSDnf8+KBjUvwv4GS8dOMuSh/cwH6FxzFMY9wjMvZgduzNyF+3kq81+M6bI2WTyyya1NwBvu9G2C7Xyz8ivPhZynCLyF9sN6vpUPWz1hdp7FaeRgvY27nyitFs8rBg0XPB7qCvmqVmOawaBHwxx+itIKmg/TsWXocNbOkZp5k/nzc890CtE2OR6PMFDTKSkV4Xja0Vgu0Fivq54qxeX+27oP3+pROJNn+nXzEXbkXy0OHioAAocafbdvC4ajfBa2Dsjg6dxbbTp4UgZJ580RAgsbELlggMkQoU6SuopIgKqmxmzcPIyeXlNZcoLBNfenDeCbnVfmpLd7ykX4WD3lQyiNJecSixU9+dUpTKO8pceEoymEFBzElby22RDXDQ8MmKx7jH6fc0FafXSboc4G0ToHSfd5p5ipf5Sj21eJ/a75Hn4RD2BrRDK/0vhm3H1iJG46ss51oFmg9oLNabJ3j6X16qEKtB+J9wxFkzLNNkni+4+3YHC4mdORHyL8fwRvKj9C0O3lHQ+kxDVYWSPdlN1a+Oh9wUn5Mcld5b4yojco/E7q0kiwoBeZged8G2XjNkc2ekh6z6Jh8hKFMmxeVx3sSSwUTJQ+9pvz39L2GV2HKWVFKN671E+WyMrwDgeY5iWicdw4NC9LQLCcBLXLOQgcrTBotDvg3xIxG/fHqgd+Rq/fCjT2fhVUrD77qKvidOp/qfgGzl/z6WHGg/OcvuZPyceG75WuIr2AQT+hW5cfLlf84o8msVOk+TZ7y34NFJ5TH6daG/qNKpoEpWLPwacXtgwdUbwzqitXPV/mYASOUe0eZfOQ/6Ov+flK6r/cNHypu3zDzCVTHiLB70dN4Cq/mLMPtQTciVeuL1qZk3Fe0Bd6WYjxT7wZk6H3LH2TPRCVWK2Yf/xgzQnpjdkgPHifKKi07OxuBgYFo9N6b0Ho7JnPNUlCIuGdeRFZWFgLogqKT4AwKxtzRE0+IDAk6IaVgBaEJHdR8km7U00IpW+Hbb0WZRb9+tmDGd3O/Q56HJ04HhSM+MAz7IxrCrNHCatEiPD8LVx3dij7xZU56K4syNezBCcpeUCM4Ye+7QZkTjRqVbrOPQqWvD2WXUPDi7rtF1kFdRpk1lD1BfUoo2HLVVQiIuhvZussoParjVns2w6N5a8+P23RmT155F35eMhXdk4/h+S2z8FT/SVjZsAM+W/ktvCzFmBHdD7/V64crMo/iyowDaJN/Bk1zEqGFFfPq9zgfnGCuYVVQe3TPOY5BWQcw++BHtoabPpai80GqsqjXSrxPOObU74V/I7uf/9tPgYrOWSegtZhg1sqDBoy5mg7FiUjS+iFZJzLN9ntE4Vu/gXjl3Bx8H/c99no3xDHPSJz1EJmGO/1ioYEVMUWpiPMMhY/FiCQPeSCaMVYxDlAw5o5oqgbdqMyD+kpQv4mykzpkpRTUm4A+lnouUAkHTUvtczX+aVMmy4ION4r7r7qNtAUsqmT2bDFulNDJ8vjS7AuHo7INCthQfwkatUqZEhQ8ofepTIZQrw8K3NTV8g47qlXv318EKSiLZtQozDz3PU7rQ/Cvb3u0MZ7DDq+GWOHTGl3SjuL+owsxu1FfLInuUu5zDzDlo0vOcRzzjsYZrzDUZUatB07pQtAq7Qz0JhNMjup9cgmNsxIx4swOtM6IQ1RBBoKNefA0l46i7JZ01Ha/NyIWt3V4DF8e+AY3J65Fy7yzeL75rdgQ0gamQNGbwGAyKk7wYHXb10e/ReMicaXf02pCPgw4awhBmocfEgLCEe8dhhN+UbZbtqE0g0RjLs142BHUFF2yTqBT5klsD7t0WjtjrqJ98Tns1UeV20YlG3c1moSrsnaiVWECRmftQpBFZHpZkgH7K52skqD+OQ8umWOsupzj1RZjTB2RkWJyQ1U1a2abrJHl6Y3AQnlKf3JVa9opo+O668TbVGJi7/Gg5kk7lbvQhJQ1a0RAh1LgqMzD3qOCJrHUteBEcbEoTaFAEzVLvRD1/pgyBaapnyDGlI6HstbYNncrPI0B+UfQ7Wyc7f1n98+y3Z7ufCe2hona2v8d+xGNitJs0z+uav9c3fvaXGC2V0c8lbcK7679CU8OmlQjj+lfmI+Hti+Al0mMltRYraifk4aI/Cy82PU2HAkuzS+nq9e9kg5h4Nm9aJdxGpEFmdBbLSVXvjXI1xuQ5BOEM/6hOBJUH3vDG2NnWEmWD00cNvjj1g5T8N7hn9At+zh+2vsJJre9H9kQQQkOTrim0GJR6rLTNwZfRA/DGa/SZqnF4ZUbRbomvD3uPr0MfdIOcICCuQ36n9fcnIpZ3h0u2per87aVbthYrfC2FsPDakL3wtO2yU8pHgEYnL0PwaY8xBnqcONsxirh3XffxXPPPYdHH30UH1ODdVtLs0I88cQT+OOPP1BUVIThw4fjyy+/RCSdb1QBBygYY9ULUHz9NbK9/BFYWDJC9HJRE057U8zwcOD338vXdaqBJnbQeNFz50QmB01doVGjRqPIIKGvQ11E00iys0XpDGVMKI2e/egjjP3ThNZFiRiSf9B2dX5k/n50KxLBCQpArI7qgGGJOzH2zGYU6gw44xNmC04Qg9WM1vlncNC3gmLuOmCldwvcadmGXgmHL+txWuaeQaIhCNl6H/w+93+Iysuy9YKws2g00FqtuPfgYmyIbI3eSQfRIivB1iPC3jeiSOuBk/6R2BUai6UNOuNwcKPzPSgqYtHq8FTru3D/6UW4NnkTZuz+CA91vx+n/KMv63Nizuu2lg/b+klUdiKIkkSfUBRrtBicvBuLo7riSGDd/l1mrDKuLtyPVI0P1htKA72KNBoUaAwogAErAtqd33zAW3mUMGOVpXHgdI3qXkLaunUrvvnmG3ToUD6QN2XKFCxYsACzZs2y9dN46KGHMG7cOKxfv75Kj88BCsZY1dGJudEIvcGMiLysmnlMmtJx+rR4e9kyMfFDbfffL24XorF7dTU4QdkfFJygz4Emvbz2GvA/eQO3g57RttsVBSfRt+AY0nW+titMFIB4r811yNN74dr4jbgy5YDt43O1nvglqj8mJyyFj7mk1qcOM1iKEVKQi+NBUfAz5iPXIG/QKNMvfR+eP/W3bdTcK7E32oITSxt3xPODbi/3cSt/fRE9Uo7abvTaJNvDBzvCYrEpohWWNuiCDK/La2D1dcxIHPOJwpOn5uK7zZ/hjfY3YW1k+8t6TOacKGBYE35v2B+3xq3Glzu/wrbgZni97c3I1/PYUeaCqKHrtddiVNEh/OTdterlqYy5idzcXNxyyy347rvv8GaZTGdqtDlt2jTMmDEDg6j8GcAPP/yA1q1bY9OmTehZtun+JfAUD8ZY1dFY0hYtbGnlNMLwlnHlu2Vv/7YSkzrKohIKe7YEnSxTE09WO2h6CzVGpSyK1JJu9JX9N0AfRyUb1ETTz0+MnKXMF5rsQpNWLBbcsMKAK3KP44mE+Xgi5lbs9y1tMKrJkZQDVfT8NCa3omkvSnTyF5am+vK0W92hkgBZGdfn78RdBaLfCKXwjuz1Wrn9BVHKJ2u+caVTI144Pgv9MkUA55BPPbTKT8CKyI54q/2N5Y4ZmLgbPTMO4b+otlgX3bbc1W9tsfxrZK3gdbQh8+IgUYucM/hw/3R4WorxU8vB+L7NiHL786LkmUtaUZVykYA4eTCqKEh+LcQi2VVRVohnpihxUWKVPN7GGfK/Kf1Hy6ceeCUrTxPR5Ms/38X735LuG6qdoLhd27kNqkM2lUaTmS09Jr9Lmaa/F/COv3gKSpgxCy8mzEbLrLPnS4vSvfxx/fBnbCVCZi/59yp4h2TiRbF86sbJW+SZPV7lB+2cp8+X/36Ezzsi3ZfXq6nidu94+dSXc/3kpYt6SUKhT4r88zVkyfcl9FX++xK2T3naD/nvH/nEC1ckm+JR7CO/Nhy8/+Lvb3hRJn7bMxWIihL/z6jXFGMqTPGIoSkedBHJASyFhTj9zIuIj48vN8XD09PTdlMyceJEhISEYOrUqRgwYAA6depkK/FYuXIlBg8ejIyMDAQFlf6djImJwWOPPWbLrqgsDg8yxqouJsYWUDDq9GicmQQtBRgux7tlxnA99NBlL49VoFcvMS7WHpx45ZXKH2vvJ0FRcApOEJpyQlkmn38OfPklcnTeuDtpBdYGtMJ+n7qfEr7Z0AhxXmEo0lQ/4dDPXGDLiKAABwUnSJbHxZkYq6I74o2uN2N1/Y6XlZp/KUf8G+C64c8j1SsAEw+vwHsbp4kgIWMKUg2BmDTkMTzZ+y6saNARh4PrI7wwG7cfWqn20hirMU3zz4k3tm7l4ARTl1Xj2BuAhg0b2oIj9ts777yjuDTqLbFjxw7F/efOnYPBYCgXnCDUf4L2VQUHKBhj1WseGRNjC1B4mU2ol1PSd8BUjJapZ4CffhJZEEOHAg0aAMHB4kS2dWsxNpSYy1wBomaTZO5cMSmE1R7KVKGRsnadO9fow/ubCxBoLsDagNZ1vkEmOa0PxaTOjyLJMwgmbfnMgm4ZR9Ap5XiFxz8YtxCdc07a6jzHd3wGk1vfiwe6T8bnLcZATZlefhg//DnsDYlBn3OH8PvyD+BlKlR1Tcy5bYpujUSfYDTJTrK93zozXu0lMVZjmuUnIlPvo9w4mjEXFx8fbyvRsN+o+aXSx1BDzN9++w1etZzhwT0oGGPVU78+cgvE1eBvFnxluw/LzxYTBv6BmG7RsaMYX0ppYxTUWLkSmDBBbPvxR/E4S5eKMZ3vvw9ERKj5GbmPNm2AadNEPwoao1qD8rWeSPIIwF1JqxBbmAyD1YTvIwejrks3+KFBYSp8TAUo1HrYSiTa5YoTtMd63w3/4kKsqte+3Ije8efW46qUreffb1yYhEN+DVEc6Bw1/BatHg/0fwhP7vwLV5/ajDmL3sQ9Ax7BoShunsmU3XpkNYq1OnzXZhh+bjlQ7eUwVqMZFCd8otDFBQLrrI6zltwc9VxUphkQUK7EQ8n27duRnJyMLjQBroTZbMbatWvx+eefY8mSJTAajcjMzCyXRZGUlIQoKp2qAg5QMMaqJjkZmD0b+O8/7Os4COsatUFIQQ6MOg8k+wTiSGg9/Pjrm8qTIR59FJg6FXjxxdJtN94IvPoq0LKlGC3Kah81I6XgEU0pqeEXY8VaPZ6OuRXvnP4dN6eKrs0b/FvgQB0v95gb2QMds09h+q5PcdS33vngBJm64XtbhsQr3W7Gioad8dz2mRgavxN6qxm5Oi/c1u5RNChKwxFf57wy97/O1+FIYH08uftv/LLiQzyhvwNrm5R2pWfMLsUrAP7FBfix9VC1l8JYjQco1oa0RempF2OsLOovsXfv3nLb7rzzTrRq1QrPPPOMrUzEw8MDK1aswHiafAfg8OHDiIuLQy8qL64CDlAwxiqHghJr1gCffXZ+04omHXAgXKHhmlJwgtDJ8OOPA/fdB2RkiLKPG24AHntM1MB/840Y5clqR2IiMGkSsGiReP+jj2gmVI0/TZIhCA/F3omBWfvx8LklmJKwAI81uQM1NJBWFevC2uHvnDhce24jemYeQZbeG4mewWiZl4BUzwCEF2Xj+R1/4sldf8PfVIg0vZ/tSvP7jcfZph4c0TtncMJuXmwvnAyIxMfrv8PHi6fjy+4j8H03DhiyUsGF2TBrtfA2F6NJViJOBnKmDXMNfqYCRBkzcdynald5GXOVDIrK8Pf3Rzt7/7ESvr6+CA0NPb990qRJePzxx21NNCkj4+GHH7YFJ6oywYNwgIIxVjHqFfHpp8BTT5VO2qCxQnfeiQOvzqzeY/r6ipt9pChNcaDmmHTbskWUHYweXfp8rGa+jzffDKxeXbqtFjNW8nVeWBDSFQd9GuC9U7/hvdO/4YnQ62CsxeaPte3rJqPwZ70++GPH/5Dq4Y+HO0y2TfHwNebjrS2/ICovHX6mQsxp3ANfhZafjFEX7A2LxYRhz+KHNR/jga2L0TL1LJ4aNrFc2QpzPwHFuXh06wIMj9sJDazYF9II8f7hai+LsRpvkHnMh4NujF0Omuyh1WptGRRFRUUYPnw4vvzyyyo/Do8ZZYxVjBoqfvAB8PDDwHvviV4SdMJS03WaCQnAmDGi/CA9XTTapBIEVjNOnQKaNBFv0/dw8WJgYM3XkI9o/8JF25oUJOHjEz9hUaPumNrumot+dryW75E+njYsRP5khUXK270qaLRaLJmTSbyVe0NYgspnBL177Gd0yj2FR5pPwp5mLRSPsXrIfz98D6RI95nD/Ks0TtK2r4J/42a/qjedzW/kge+WfIY26WdwIjASE0c9ZhsnSbyTlb9+Jp8KRpOa5esrCFU+rjCkghGBR+Vfi/SWygGwfe9XL1NoWM/XFbfrTsk7kpua1pPuM4Yofz9y6skDd2F75CMvdZmSvCSTfAwlPCoIEppLp7ncnbwSw7P3wNdSZCthSvANxiu9b8HeiJK/IyWC18mbZZriziivu30r+Roq+N9y6LGSwPYFQiIuHo9qF3m//OsHT/FzfZFs+eMtShI9l6riyms+kO7z250o3Wf181bcbgq+eApQZb5+HinKX4uMLmHSYzb9+rh038j6D6OqrEXKf7dTr5b/TGybJl/D8G6vKm5fsk15uyLKJqTS05wcvjDCVB8z2vittxw6ZvTUCy/YGmNeqgeFI/FlEcZYxexpWVTaQT0k6J93bTSRooDEzp3iBQJN8qAJIKzm0DQVylq55hpg4cJaCU7InPSOxLdRg3HN6Y34a/lbaJNxGnXZB42usWVFPhE3F67IpNfjztFTMD+2G5pkJWHB7NdRP7tkLC1zC1+dmobxmVthhQbr/Frg4YH3Ytw1L14UnGDMJezaBXTowMEJxpwEBygYYxU3xKSr7a+9Jt7/7bfae65OncT9bbeJsaPRnGpZo/R6IDcX+Ocf6nTk8KdfENIFU3reYxvV+dX6LzDxSElpTx2UZgjAaa8IxBSlokGuPBuirnujz034qNvV8DMWYOa899DrzAG1l8QcxN8sRs7+HNoXb9e7FlvrtVR7SYzVHro4UsMjtxlj1ccBCsaY3O+/A2PHAq+8It7PzwcWLKid56LMCfL880AjhcabrG7TaLAjrDke7XU//ojth7uOLMNnG7+Cv7Futs6kUaMUXknyCoQr+7N1PzwwdDKsGg2mrpqGW4+tUHtJzAEmx9yJHK0XHkhZjrEZ29VeDmO1p7AQOHiw9CIJY87SJNPqoJsT4gAFY6w8uqpNkx6oHwRN27CzBw1M8vrvy7J9O0Bzkps2rZ3HZ04hyScYX7UZg6eumIRGuSl4as9fFfZQcFZhxTnI13qiuKQ3gyvbGdUM4655Hhmefph0fBne2PGzmLrDXFaO3geTGt9jC1JMTlmOGw6uUXtJjEl5Woqrn5G3b59oIs0ZFIw5jbrbTp0xVju2bQOmTxdve5c06OrdG1i/XvwTr8kaTTrJSUoSj009Lmh6B3MLWyJa4vuWw/Hk3r/RSHMGb3v0RZw2CM6qZd4ZDEvfhXa58Yg2ZsDTasIBH+ceHVqTUnyDMHbcS/h+wWe4MuUAfl7/Ee7t9RAK9Y5p5MXUC1J8f+o7PLZjHvI8vDC/WQ+1l8VYOUPSduOpU3NsWW3pHn5I1/vhsG994MzdovdSZfpPUOPvC8YnMqYaq3OOGXUkzqBgjJXn53fxtjlzxH1NBico2HH//UC9esCECcCgQcAPP9Tc4zOn92+jHnik133wsRbjO+N83GDaB2ektVjwydHpGJO2A/WNabYRo0uDO+K52NvgTqh55uReD2F+/e5omJ+Kv9a8g4a5SWovi9WiXL0P7mp8H/L1nnhuyyzEZPH3mzmXe84sRYJnMH6sNxDrglrjnGcwhqXtAmJjgfHjgUT5lJTz/SdatQJ8KpiMwhhzKM6gYIwJlB5JNwockLvvBr7/HujbFwiv4Zn3774LPPeceDssDFixAmjfvnamgzCHWrz3rSofc22EGbfmbcXE/N3Y698EhwxRlTrO3Ew5g0F37CyqwxqgPMJQk51nu9/q3RgvR15buiO3CD57lZ/L3EA+ti+/lfz3yTteebyhxdtDeoylgt8bjVF53GROU+XPlRhy5OUbZm8d3ut+PQ6GNcQTu//BDxs+wSvdbsHCpvL06J1fyEd8DrtCeYxnYZTyeEWSW8FITqNkSlqfCR9Kj7FWcKkmc4jy2NfowZnSY/RPy0d8FvsoP1nkMvnPrDmigtFvRcpjX60B8pOtY7fIM5XMXsqX0x6bdQ+++e9zfLvkc1w7/EWYtKXfA6u//LmWWWYpbh847D3pMZoKxtKeuuMZVNWg5u9K92W2UB77GvrNSdSk/+Y8Jd13xcSPpPtC/0tQ3O6Rni09xtQ4Ur6QbOUxowHH5JlQQ/vK/6Zbmyr/rbZq5X+TtMXKf1/C18gDCcN6vaG43dNsxL+mfHzTZCSWR5T+DfI2FWFevX3A338DR4+Kix8dO4pm0UoZFNx/gjkRjVXcHPVczogzKBhjwnXXiQwJChQQCk5MmQKsXq388fHxwAcfAAUF4v3iYmDdOiAtDTAaRZkIlYYEBorJHGfOiEAEXaWwBydatgSWLRPjvTg44bYoNXe6X08c8YjA09kr4GGVn+CpwWAx2u49rLXUf6UOmtekFyZf+QDMGi3e3PoLesYdUntJrBYdDm6Er9qMQkBxPj7a8K3ay2HMJqoo8/xkpbIK9J7AX3+J8tGMDKBbN1Gy2qIFMGoU8PDDwCefiNcsu3dz/wnGnAwHKBhjQmbJFcEbbhAlF5Q50bOnclkHXXGgpplPPy0CDj/9BNx8M3DllUCbNkCXLiIDIyBAvBCgIMTtt4uAhz2gQcGNQ4f4ygWzsWi0+N23K6LN2bgrZyOiTVnQWp2jEePtmRtB4bP5/h3VXopTORDaGLcNesL2tRl5dIfay2G1bGazAdga1hyd0k/hhmOSwDVjDnTz2TXI8PDFYT+FbDrqK0EXSU6cAFauBD79VEwl8/AQ7z/zjHjNkpfHr0OYc7FqHHtzQlziwZi7OXVK1Fxec43IZNizR2ynf9hk9GiR8SDz6KMiIGH/WBo7+vHHImhB+yilcv9+4PPPgQcfFB83YAAwdGhpeQe9zS8I2AXStSJV/JqCvbbbcq8W+DBshNrLwuDcg8jTGLDet4XaS3E6iX5hMEOD+tlpai+FOcDOsKa4IvUoIgqy1F4Kc3OtcuIxMG0v3m8+DvkVNeulgMTAgeJ2YZPuefOAf/8VgQzGmNPgAAVj7uaRR8Q/5IgIIDm5/L6rrwZuvLH0/aIi4LvvSrMr6Fi6CkGaNxdlHJQh8eefYttLL4msisWLgYkTSx9nyBARuDh7Frj3XsDg+qMZWdUd9wjHbWG3IdiSj0/TZ8PLSUoqAiwF2OfpPhM7qqpQb0BEnrwmnrkGP2M+Jh1eihy9Fz5rO1bt5TA3d2X6AVt54AH/RqJ/VlXLRCnDgi7U0I0x5lQ4QMGYu0lPF/dlgxOpqcDatcCIEeJqgx31oaAAhB1lW4wbByxcKGaHU6CBAhL2AMXGjcCYMcBdd138vNeWaS7ImESqzg8WW9EAoIEVQeZ8ZOrU664eU5Bkq4U87Fm5xp3uKNvDG0GFopEoc12vbJ8BndWC17reLE7uGFNRvs4AD4sJP+74GMmGAKwK74DvG6ufccfYZbPymFEOUDDmTg4fBiZPFo2jqLzjnXdEWUZo6MUBBJrmERMj3n79dTFPvGzgwd4Nu2tXYPZsMZ7UXsbBWBWYklPKvZ9qtWIpYjCo6BR6Jk7DHv/GWBvcBuuC2yBbXxqssG4uKU+6QHFfefmQft8p6T5N2sVp62EFYqxiapEO1nSFyQ0NopUfq1Ce/WFYsEW6z9qxjfJ2nfyEUJsnmngq0isf55UuX5+uUN6kdPma5y/e2Gs2TJu3ICCu6hkvukzlwIZvuvI0E+JzUp6BFW5QfllTHCSfCqKr4HulLVZOHS86UE96TF4L+ZVcXZHyq0FzZKD8mDOp0n1FrZR//jwPn5Me02SO/OsXP1R5uovvwWREZKWjWKPD/vQw+KaXrmnREflEDplVS6s+jaO6Vq54VrpvqHYC1Ba6+Kh0X3a/ZorbA9Yekx6zbP2LVV7DyPplLkRcwBoknyJz6MFgxe3Nfy2UHqNPlpQHFcn/jmW2uPjn8osWY/CjcTB6HDmGyYcXoFfGIXzVboz0MRhjdQcHKBhzF3v3imkZdlSeQTWYsrTI338XvSiio4EnnhDNML/6Cti6Vbxd9goaZVUwVkNobOYH6I6vrR1wZQzQP30/HopbiAfjFuGTmDFYGua4jus5OnGC6g3lcY6MznibQLdpEzxMRhTruXzLVWXofBFjlAdLGHO0PIM3doQ0RWhRNmY36qP2chirERoeM8pTPBhzC7m55bMfaJQoBR1kwYlvvy1tlEmBCApIEGooRQ0wqZcEY7UsR+OJxWFd8FyL23BThydg0urwxOl5CDU6rt9BrkaccHs7ST8Mp9S6ta0op3l2gipPPzJ9B65L2ajKc7sTKrlizNn0TDkEP1MRVkRz423GXAUHKBhzRS++KMZ8Fpdc9T19Gti2rXT/zJnAU08pH0vNpuz7aMzopEml+6KixBjRoKDaXD1j5QQW58HPXIjHW95pe79/xn6HPXeu1tN2723lDAqpziKjpWXWmYo/jjK2qLyM+tp88sllP63BYsRHx3/CIwmLMSlpFYKKcy/7MZmcp7X4fH8YxpzFoHN7cDigPuL8ItReCmM124PC6qCbE+ISD8Zc0fvvi+DEk08CrVoBo0aV318orw9FTg6QnQ34+oqml4yp7JG4BeibeRBrg1rb3o/zCnfYc+dpRImHJ2dQyF1xhe2uSY7o12FnMBkxMHGP6G9DAdKEBBGkIDqd6H9TDf6mfExMWoMhmXtt35fD3tFoWZCIe88tx3tNr7v8z4cp8rKYYNHwdS3mXFpnxWFFFGdPMOZKOEDBmCv65x8x6nP+fGDLFiAurvz+I0fOX/U8jwIamzeLCR32kaF2K1YA27cDDz1UWu7BmIMYLCJ7oV/mQbwROwHbApUbx9UGLUpOqJlcRITtq9QsKwF3HF6CbqnH0DgnCX6mQnG9fTd19QsAunUTI4epWS811j1+vEpP0y/nEG7O2IhGxWm2x6Xsls+jh2N5SEfMOPQJ+mQfEQEQnjBRKzwtxTBz4i1zIn7GAkQWZuGEP09ZYi7E6sDeEJxBwRhzmNGjxUjQC8s4brpJZFV06VJ+e0EB0LEjcLRMN3G66kkv9qkfBU3+sI8jpcdu2BCIjXXAJ8IY8H6Tcfhr9/u2t8ed24jT3hGI9wpzyHPflCNKo7br6zvk+eocCmo+95wtYNA2K952ozKANE9/7A5pgg1RbfD0uh8Af//SYyg4QbdmzTBNH4RPI4Zht2/jcg+rt5hwT9pqRJiybWNmWxaeQ+PiVNtj7/NpgJ8j+mOvX8mUIQBzQrrhruQ1GJ22HQvCuzvyK+A20vR+qGfKxNtn/sCL9a6HhQNBTGXNMhJt98f9lafZMMbqJo3VSgXnjDGXc8stwOrVIijx4Yel5Rs0DvRCGzYAffqI2vD77hMBCLriOXKkyMQgnp5AUZF4u2VL4NAhB34yzF0N6/WG7f6uuGW4MeE/FGo9cNo7HA+3vx/afGOlx4XaLTrzqXTf8M6vXLTtjeMz0D3nGIZplEsHtJ2Vx4Jqs/KlzwOL/N+uNUA5Q6kwWuH3thJMPsonkUUB8pNLn6QKylkuaEHwz/I3EGzMRYq/P7Y3boJf+vTG5tim5bIYjj/xePmDKPB5881AWhosy1fYmi9+H9gXfwd0Pf8hz6YuQP+C0lGK9BVb79UU74UMR0aPJhctS2sxYcW8F5DmGYCbe188wtJikH++3gfFSY4Sa1CZwEoZKd2VxysSv3Pyr5/s6x54WD5WNb+h/Hvvt0553GRxm0bSYzxOJkv3QSvpMeHjbQsavRX3BzoUxCPBIwiTYu8T3+cCecngopMfwZlVZ8zoMsusWlmLKxnZRmEccQmzn/Lo3vT28p/zokDln8sbdq/Hsyv/xlhcC9MF5Uf8fWJ1TXZ2NgIDAxH70tvQeSn/ntQ0c2EhTrzxPLKyshBAr/udBGdQMFYXmc3AqVNA06bKwQYaBZqUJGq+p0wBAgOBV14B8vKUAxT2ZpqffQZMnAh89BFgMgHJJS9k6Y8W9aWwe1Y+V56x2jC94RBbgOKwbz00zS/f66A2BZjzYebGgBWOhM00+KLXK69W/iA6qf3jD9ubExrcj58SfsTdWevQoegMDhmi0LUwDm2NCUjS+eOp8PF4On0JvgvsiyOe8qukFq0eG6Na4crEA2icm4hTfnxFtaaZtHo80/hWPJi4GGMyd+LZhLl4t8G1ai+LubEWKQmIQ8BFwQnG6jSrA0svnDRNgX+jGXNWlNy0b58ILJQd60nbe/WypUdj5UoROBg/HhgwQDS2pEyIxx4TfSPsqJ8EBTUiI5Wfq3dv4OOPxdtUJ/7aa8Bbb4ksDJr4QT0r6Irnjz+KMpA77qjlT56xC2g0GNbzdSyM7G6b6OFlLsnmqWX+pgIYoXPIc9VFRq0eHhZztY/P13phctTNOKcLwBWFpzAxe5MtOHHYI8IWnEjRB+CpiAkVBifsPmt/le1+8tGSPjqsVnwRPQInPMNtPUGGZ+xSeznMjbVITcRJOM9VX8ZYzeAMCsacEaVA0+SNJUvE+/HxwNSpIlCQkSEyJAiN+6SPo9F9dtQbggIOu3cDe/cC584B9evbTvCkPDyARx4BOnQQAYlvvinttH/99eLt336rtU+XscpKNYiU+zBjDhIc8MLUx1KEQg5QSBXqDAgpurzxnqn6ANxV707b2NDY4lRk6HyRpKv69zbRNxTx3mHoknEcepMRJr3hstbF5J5ofDt+O/oZHj23CL7Bufg7sFvN/e+jTD4qS6T/dRRYt98iIkRWIGMlYtOTsAPcD4u5GCtnUHAGBWPOKCWlNDhBKFOCsiJonN/w4WLbwIHA77+XD05QsII64//yiwhQ5OYCXUvruitEAQzKwjAaAap9mztXBC0YcyKphkDbfZhR3meiJvmYjcgBn+hWVOKhs1Y/g6Iso9aAQ571kKQX3+Pq+LnJIOhgxe2nV9mCFLefWI5A4+UFUNjFCrUG3NvkHmTrvHF3xn/4/swPGJh7sPoPmJ8PPPCAKEGk/3VUXhgdLcoY27cXZYqJ8l4hzF1ZUcynMoy5HP6tZswZUSnGv/+Wvn/6tCivIM2bi/sTJ4Bp04DGjYFjx4DbbwemTy8fcKCSj4pQ6QgFQmiKB5WO0NSPH34A3n0XuOqqirMuGFM5g6K2RRZlwGA14SBCav256qr6+eko1jpPMubKqM7I1xkwIX4dFvz3Ou44tQJv7PlF7WW5pDRDAG5v9gC2eTdGlCkLT6cuxt+nP8dDqcvhY5Y3zrwI/R+jPkdffSXGWL/9tghYUMYgZQFu2wa0alWaYcFYiSKdB7xQMwFSxpyFxurYmzNynlcVjLHy7JkSVMbx9dfAggXAo48CYWEiKEH7aVSfvazjp5+q/hzPPw/8/DPQpAlwww0irfaTTzhzgjkNTWH5iQgmaJBgCEaX9GNYma4cODBlZkofb8CI96T7PHYfKPf+GOtuW3vMuT1GoTi4/BhMu8IQ5fIP37Oe0ufR5xRV+vO1M2RW0HPDLH+F4ZWo/Hj6CqaCyD4n4pld/gTxrE8oYnPOIXZBnryk4gnpw8lPOPXyNRhy5FMyiv11WNioK647udHWvJOa57XJjoclwAyjZH0e9UOlj6dPUQ6ERawo0xfoAtld5f0ydEXK3ytrBSM7/Q6lSfcdeqUkYH2Bxv/Kv0aW5lHSfZ4nU5V3GIuVN0OD5wu7QY9OuB0HMdp6AqNz92JU7l5kU+bRmCPAjTeK8kG6XYgy9e65RwTT6X8Rjbe+EG2n5s+UDVjDo0150kMtSZf/DTbGKP8tDV9ySnqMNfjiaTqUuRWenwPv0ADoI5R/DxhjdRNnUDDmbKgs488/gWHDxPuU8krBCHqRRi/QGpWMj/v2W9uYvvMTOCqLMi9mzCjtMUFCQkTWBBk9usY+FcZqw7yw7hiQsQ9hlrxafZ4eOIdiaHBQEpxgwIxm/aGFFbecWgNn8Um7q3Fvv4cwduQr+KT9Vbb1Tdq7TO1luTSTRo/pmvYYr7kaz6AvNqEkSEOB9dtuAzp2FKUahRdkVlBDZsrUO3hQOThx5gwwaZLIrKCx2YyVaFQkAncFWi7BY8zVcICCMWdDaa6UzWB/MUYv0OxBCUIv5oYOLc2coBeAlS3FoKuV1ECTpnMsXAgcOiS2d+okHuO660Q2BWNObENgK+hhwQ2Fu+BprWKArgrqIxfxuPjKHSu1IroTirR6jEooadzrDLRaHAwWfzNX1++IAp0BV53Yovaq3MYOTRRe1vTBdZqrRKNLaro8ZoyYSkX/y8o2uqRx2VTS2KCB8oP17y9GXlPJo9KIbOa2TCWnMHt9yrw+Yoy5BA5QMKY26v3w11+iKRj1g/jf/8T2XbtKG1w++2z5Y+jjqKs5NcSkK1MVoY+7917gvvuAyZOBpKTSTAl7jwqq9aXxodR0s4ZTaBmraUmGQMwL64axRQfxWfYcjC08gFamZGjod6mGtLemQA8rNtuvBDNlWi22hLdAeFE26uelwBmtrtcOQUV5aJsiTyFntYRKFOn/DwUY3nlHNICmxpeUOUF9Jqgcq0UL5WMpkEEZf9QPadAgR6+cOblMvQ/M0KBBSSYFY8x18JkIY2pITRWprtQcjAICEyaIq0gjRoj+EtS8kgIP1Bzs8GHRK6IsynaobCCB+kl8950oCaEbvTCkTApqRLZqlfiYLVvEi0Y9t6VhdYBGgy8ajMKD/tegWKPD/QUb8XHOPMzK+gWfZ/+D+tbLb6DZAOIxjiCoBhbs2r5rNdJ2P+nYUjib3okH0CPpsK2XyOD4PWovx71RoP3vv8Xbr74qGmNSULF7d+WPp3GjhHsiMQU5eh/s8W2EfjmXMT2GMWceM2p10M0J8dkIY462eDFw/fVAvXpAdrbYRpkSHh6iAeb994t9drKrS5VFAQ7y1lvAsmWizpcCHFOmAOvWiS7pZSeGMFZHHNeH4cGAcdBaLWhjSsKbuUvQzJyGH7EEv1pb4ydN22o/9gmIUZctkImSMB6TOO0fiXSDP3qllpSMOYEWGfF4ZfvvaJiXCrNGi1nNe+PzTqPUXhaj/z95eSJbj3pLUIYfBeZl5Y7e3sDgwY5eJasj1gS2wcMJixFkykOm/hJTyxhjdQYHKBhzpKIiYORI8YKLsijs2Quy+tvLsXu3CEJQlgQFJCgLo2wmhpcXMH8+YDQCnvKJA4w5O4tGi30e0ZgQdBu8rcW4P2sNbsVBHLYGY5OmTLCvCg4jGMXQ4kqcxTc1vmLXs7heF1ujzL5J+7Ausp2qaxkRtw3P7/zT9vbaqHZ4u/P1yAr2UXVNrAzK/qM+SFdeCfzyi3IA4u67gaws4Lnn1FghqyPWB7S0BSh65hzF4uBOai+HsRqhceD4Tx4zyhgDTp4U93fdJUav0dUjypyoDRSgoOBE27bANdcofwwFLjg4wZzYkp2vVfmYcZqrMQjxeA5b8JK1D/KhxzFNsG2fd1yW/MDY8tM6TsWHoYkxBd475b0LPJJTqjy+cGSjx6T7TI3CFbdri+RjIzVG+T5jhPJVxdWLnkZNGn1lLm46tQa3nliJDSFtKn2cKSZCcXtxgLwzvz5f/vkGxGdi8rEFtpKOBxrfhZPekdCeKkDycPnV1aA9BfIFFlwwdaLEovhPUB0jG09R3G4JExk7VdV0lvL4WY8DcdJjrFbJaFf6vFK/hcNQw8wXXrh4+5tvivLHVq3E26zOWXTuS+m+If3fVtxuDZOX02nSS7JNL5BLw8iCAvHo4wPx6FNPVWOljDFnxD0oGHMkesFFXcmpFwRdRaqt4ATp10/cU9NNfpHH3EiOxoANiIYPTPgQa/AVVmCqdRW8rPITWyV6q8VWHsAurVDvheN+0WiemwCDyajOIiwWfHlyGoLNefgnuLstOMHqIGqmSc01KcjOTZvZpVAfE/45Ya7G6r79JwhnUDDmaOnpYmJHTUtLE2mxS5cCAweK8aMkTn4ljTFX9Sm6YAnScQb+eBLb0A5p+BdzcODUFrQoOAdNyX/mVL0/vooais3+F/d6CbAUoFBTi0FEFzOjUX+8cuAP3By3Gj/GDnP487+972fEGFOxJLADvo0a4vDnZ5eJplJNnCimezz6KGCQZ9Ewdh41/a7sqHXGWJ3AIUfGHI2mddTGP9NPPwXmzBEv7ig4ERUltm/dWvPPxZiTS9N4Y4OmPuI0AXhEMwjL0Mi2vU1BAoxaPQ5618dh73oIM+Xg1TOz8cvRz9C8MLHcY3hbjMjVeqn0GdQ9ayM6oFCrx9jELao8f/O8BGTpvPFxvdGqPD+7TL17A+vXA506AS+/rPZqWF0KUHAGBXMlVp7iwb/RjDna1VcD584BmzZV7/hFi8QoUsqUoBs93hdfAMeOif0HDgAFBWJUKW37Ul4Lypi7WIgm59/WW0y25mpPNL4d17V8HEsD2yPYlIePz/6GMZk7zn+ch9WMPC33aKmKf+v1QFBxPn7Y/BG0lqqV1FyOcWfWw7+4ABpK92Z1sz8TZRbedBOwc6do4sxYZfj4AHPniixSxphL4BIPxhzNPlp01CiRxvrKK1U7nq4wnT4NDB9eum3evPJ9LuwZGk2b1sSKGavzjiDk/NsGWHBf0goEmfKRrfPGb2F98WdoL3x88kc8kLYSpz3DsNdbZFywqvk2djiuObsJDQtSUb8gDfG+tdsHIqQoG1/v+BwhxXko0Hrgu8hBtfp8rJY0bCjuKQOQsar49VcR2KJx7fRaqEMHtVfEGLtMnEHBmKPRP0/qXp6RAbz6KjBuHHDmTOWPp+PIzJniH/Nff5WWc1DQgmsxGbtIfeScf/uxxrdjYVAnDMvcjdtS1uLLk9PRwJiOhxrcDjO0eDNxNuob02yTILTOmv/opO44tcKWefJD4yG1Hpwg4YWZCC7OwznPIIzt/TKWB3Ws9edktUCvB7y9RQYgY1UxbJjIugkIAG64QYxzZ8wFxoxqHHRzRhqrlfMhGVNFZiYQLEYf4uabgd9+q9xxa9eKSSCUgWFvhMkYqxg1kJ02zTbd4xVNn/ObfazFeB6b0RppuB0j0REpeBUbbfsoQLEJUXityS3yx7WYFTdbA/3kh3jKG29q85RfXFsCKkh5r+DfuMasvM8YIn+8VUueke67YuJHF23rkXAYD6//Fw2K0mx9O/K1BoxvX/oYxSHe0sfTbzmkuN10RSvpMYYD8eXe/zz1T8Sa0/BgyHU40q6z4jEe8enSxzNHykd86pIkY2m18kCw1Vf+tTX7KZcMaczy0Z+61JwqP5cmSZ7ubmkoDxxpjisHyxenf4daR70naHLHvn1iPDZzK7Lxo0SfIc+sKQ7xsd3H5CXhm+1f4Psmw/BXw75Ysfr5WlknY7UlOzsbgYGBaP7029B5OqbMzVxUiKPvP4+srCwEUJDPSXAGBWNqoTFqDzwg3h4zpmrjQz09gYULS8tFGGMVT86ZNs325p9oWW5XvsYDP6MNAlCMRsixNdb8Gh2wBVF4Eb3xEnqrtOi64alNf+HT5d+iWcE55Oi88F9gazzW7C6HruGNoBG2PJcXM5c69HlZLYwXJfS/jbEqOu0bia0hzTEgZS+0VnnAjzGnZ+UmmRygYExNH30kAg6UQUGlGdRfoiJ79gCdO5emMNL7jLGKlQQnEBODQwiBv9VYbncGxJWKT7HKllHxt6YFXtT0xWZNPUCjdY8u+FUQk5mEHxZ8jP9+ewYTjmzEWb8Q3Nz6MUxs8yjebnwd4r3D4UhJ+gCs9myGepZsDE/c5tDnZjWoVy9xz2UerJrm1euBFjkJeOrwbMCsnN3GGHN+bvDKizEnRpkQ//xT+n5xccUfn5gI7NoF9OkDvPce0K1brS+RsTqPptyQN97AW1iHvzAP7awp53enaHzwPdrZ3u6NBLiTiPwMrFr+PJYvfQ7fb5iKD7Z9Dzz1lHJfHKMRr6/9FTPnvY82afFI8gnCj20HYtw1zyHTIC9pcYSpAQNRBB0eOj7fodNDWA1nFdK4SJrowVg1bA1pgbdbT8DgpN3ApElVDr4y5gw03IOCp3gwpqq9e0uncTRrJubAEzo58PMTWRWBgWIkaWioeJtQc80hQ9RbN2N1LRBI/P0RhgJbZL4LkrEPpVf6Z2paYZT1JNohFcsRA3eR6uVvu9fBigb5aWiSmwT873/iFhIi+t3cdZfoC/DmmxiRl4c4/zA8MfAunA6q/SaYlWXS6vG9Xy88mLsOv2/+AHE+4bbbMb962B/QCIkWnTj5Zc6NGmXSiGzGqml1RAdoYMWLP/0EXHmlCFQwxuoUDlAwphZqbPfQQ7aTJtuoUSrzMBhKgxX2Mo5164C+fZVTYRljlxYTAxw5Yjvx2YtwxCAH7ZGK+tYcnNWIE3RyBn4YjZOYa22Kk5oguAOLVo8DAQ3RKjseVw14GUa9Aate6AV89hmwapXI8LJneXl54d0e4/F3S+fsyzHftz26eSSjQ9YpdMw6ic5ZpVfi6SJRocYDqTo/nDKEYa9XA2z0bYZUvfM0BWMlWRRp8gafjFXGqoiOePHkPOCRR0SAlaebsbrE6sDeEJxBwRi7aIoHTeSgUo377iu/7/rrgV9+EW8vVWj8Zg9kMMYu7Y03RFnUTTdhDKX8PvIIOiEFP2IJMHiIKGnQ63FkzHqgALA0j4XOM+z84QX15Sex3idLxv5e6JT8KrAuPFS6z+LvU+VJDqaICk6yJSnOnkl559+eG9gVbbLjcfP+Ffg9qh9GTF4CoAUQ2QJBobkYlrEbCYZgbPJvgWKTN4L3X9yc1+Itn0yS00h5cgXx8VSe1pDRXP54oZpG0n3PW+4o/bjCLLTLOoWWuWcRU5iMhnmpCC/MRoP8DFyZfxQPpK+CSaNFYZwHTBodjFo9zniFYk9AE6wNbYd4n3BYgn0Vn8e696h0Dbom8vXp8wqVHy9N8nNEPOV/7xcf+0Bx+8gW8kksmpMVZChUY7DbUO0E6b5llllV/78YEVHlNbC6b/ma56s14UM6rWP4GlESSz/THKBgrE7hAAVjaqERo9deC3z+OdCyJXD11aX7nnuuNEBh72z+2mvAk08CGzYAHvIX74yxC/ToIW4mE/DVV0DHjsDDD9syAmyNakvKrFpQ31mfhjhrkAcQXNGaoLZ48sw8WyCCAhRlZer98Gd46VjWuiTNKxBrvDpiTWRHFPuXvtwxmIzomXwY3VKPomXmGQQV5sHDYoK32YjO2SfRJfsk7jizEmZocMI7En9G9sbaoDZcIlLbzp0D8vI4Q5DVjNhY4L//xEWeESPUXg1jrAo4QMGYmt5/H7jmGnGjUg66yktatwZ0OnFl98UXRU1u48Yic4J7TzBWPT/+CBw8CGzbBnTtKrZRadXGjbag37iJf6BYo4fV3a62abU44NMQHfJOw8+Uj1zIMx5cAZWxrK3X3nYjnqkl5XTEYkH7nFPok34InbNPoGn+Obxw6m88qZmLnf6x+Dl6AI77Rqu3eFdmD8rfcIPaK2GuYOpU8drpqqtEmdro0WqviLHKsXKJB18OYExN9M/zxhvF23fcIU6g7JM8fHyADz6wdc5HixZc1sHY5cjPF71ebrqpNDhBKBhBzWm7d0e+zgvFWveM28+M7AMKy9yQdIlRx65Oq8XewFh83WQU7uv4EK7u9Cx+ieqHLL0vemQfxReHv8Ofuz/Ag6atCLAol2uwalqwQPw+jhql9kqYK6AMudmzgSuuAD7+WO3VMMaqgAMUjKmFUlkHDABeekm8f+wYcOedIv2c9lGTOprjTVkUjLHL88knQEqKbRIFu9gO/6Yo1OgxMHO/2ktxKkatAb/WG4Db2j+G29o+ghUh7aG3mnG19Rhmmf/Bt8UL0MlyTu1luoY9e4DISFs/GMZqBJXDDhsGbN9erf4qjKlBw2NGOUDBmGp8fUV0/9lnRXkHBSOoXpJS0Kl7/pYt4uM43ZWxy5OaCrz7LjB5sqhLZop2+TVBqCkHocaLm2AyIMUzCB80vhbjOj2Lp3QDsQfhaIRsvGdehd+K5+BG836EWUqbj7IqZjhlZABduqi9EuZqKEOOfrZ27lR7JYyxSuIwNWNqGjdO3Ow6dxb3Y8eKq0hU5tGunWrLY8wlUGNMCgBSPxdCZVTTpona5Hr11F6d05gR2Rc9c47iltR1+LQep9lXZLc2ynbzsxThQct29LfG4S7LHtyFPcg7uhiLAjvip7B+MLlpyVCVzSqZ9kGNoxmrSf37AyEhwF9/cQCM1Q1W7kHB/zkZcyaUgm5Ho0dffplHrjFWEyjYd/QosHkzMGeOCFDQtBwqpbr1VtuHmPcfUTzUI7CT9GEtZxMVt+cNay8/xkPehDNwV5m/AWUURwdKjzF7yf+V6wpNqKxDhsbI03qid85hfKpVDlBoTMpjS3Ob+EsfN+hw1bMKInaU9OJRkBPjJX+ufZmK2w3x8n4RxfWDpfu055TXbm3d1HafD+ADtMGHFgu65hxHn+zD6Jt5ENdlbsU1mduR4BGENL0fznqE4JeQ3sgMDVd8PI2PvDHpoj1VL0tadOQ9VEdFI0NrbJSokr//Fvf2nkyMVXIEaaXKPKgROQXB3nqLR44yVgdwgIIxZ0KTOiwW/gfKWE2iJrMU/LNPybFv694duO02ICsLePBBNVfoNLYGNUP/9P1oUJiCM17KJ9PsYhatFlsDm9tun4QOxaDs/bglfQMiTNloUJyOzgVxGJm9Gwtyu+KbhsM5s+JC1CMgMBDw81N7JcwVTZgATJ8u+pxQny/GnJmVMyj4PyRjzoaDE4zVrObNS9/+91/grruAZcuARo1EhtLDDwMxMWqu0Gn8Um+gLUBxS/I6vNeI0+2ra2VAW9vNrn1+HJ5Jmo+rUrdhdOp2bA9oii8bjkSiV4iq63QaFJinK92M1YbBg4HgYJFFwQEKxpweN8lkjDHmPgEKCkokJ4t78r//AX37AlOnqrY8ZxLvHY4snTeuyD2h9lJcyl6fRri1yQN4t/E4nPMMRvfsY/hh/2f4dv8XaJ0Tp/by1BcaCuTmqr0K5qoo+HX11SJAwdM8GHN6HKBgjDHm2vz9gZYtxdsFBeX3abWiWea6ddBalfsruJsNAS3haylCq7wzai/F5awKbY+72j2Me9pMxk7/JogpTMXHR37AI2cWwK3ReNGiIpFJweou+v59/z3w/vvO972kMo8jR4B9+9ReCWMV0vCYUQ5QMMYYcwNUe0y9Jnr0EO+bTGL8HI0dpfFzDRvCAi6vIr+F97WVpd6Usl7tpbiseO8IPNfidmTofW3v98g5Crh7Cj5d2bZP82DOY+FCoFDeZNZm3jyRiebpCdxzD/DMM6J8buVKOI0hQ0SmzhtvcBYFY06OAxSMMcZcn8EABASUvn/yJLBxo7ifMUOM++X+LzZphgDb5ImOeafVXorLO+DbwHZ/yKc+3BqdPJJjx9ReCSuLpqqMHg106nRxRgRNRKJ93t6ifGLDBqBpU+DDD4HnnwcyM0Xgib632dlwiv8BX3whgmA//aT2ahi7dJNMq4NuToibZDLGGHM/586Vfz84GMtOP2zLpLjQFRM/kj5MSIY4wbxQTkOd9JjolanSfTltwxS3+x1THp9JTPXLBF4uoDWaFbfrUuUnDHntI7G0oCtuPr4G7XzPYUtkq/P7fE4pH+e//KD08TThodJ95iCRQXAhY4i8YWLwWnnPBmuI5GthVv46EI/kHOk+S1Ky4vaCdvIxsj6n5V9bTVHp+NSoogz0zDpiG+3aJ2k3FnvJx6c6So2MDGWu4c47gZkzgaAg4PBh4OabRfbBq68CCxaIjDRCfzNpVPOzz5YPAj/6qCifW7ECCA8HHn8c6NBBZK3ZM9kc7YYbgMWLgQceAOLjgREjgC5dAJ387zVjzPE4g4Ixxpj7uTBAQS+827YVV9Y4/Re/NB9ou7Byy9FVai/FNVks+Ojkz9DAiudibgScIDihKntgcO9etVfCCE02+vFHoE0bIC1NZFBQsILGM1PGmV4vSjnoJD8uDnj77fLBCUIlHps2AX/9JUo/3n1XBDl69gQWLVLrMwO++koEKj74ALjiCrHO668XvTPOcN8dpj4N96DgAAVjjDE3lJQk7umFNr1YTUwErr0WuOMOMYbUzeUZfHDWJxTtMk47X7M7FzAmYwdCTHmYHdoDR3zdvLyDREWJhrU0Bph/3tRFTSQ//xxo3BjYvVt8X6gcjoIL1GiSgkipqcC33wINlDPIyhk/HkhPF70spk8X2777DqqhYOAPP4jAy3//AQ8+KAIt990nxk3fcgtw4IB662PMiX311Vfo0KEDAgICbLdevXphUZmAY2FhIR588EGEhobCz88P48ePR5L99VYVcICCMcaY+8nPF/eUNfH770BgoMie+PJLceVw2za4u4WNusHDasHQs7vUXorLiS0UpSMzw3upvRTncdNN4veSfieNRrVX474oEEH9eKjBJQVw7Sf1v/0G/Pkn0K5d1R+THmfkSFE2EhwMrF/vHKNHqbHn66+LAAwFXT79VAQt6HOk/hsXTn1izM17UDRo0ADvvvsutm/fjm3btmHQoEG4+uqrsX//ftv+KVOm4N9//8WsWbOwZs0aJCQkYBz1+KoiDlAwxhhzP5SqTKKjS5tj0kkRNXWrV08ELdzczNgrQdeyJ5xYp/ZSXE5ocY7tdWGu3kftpTiPX38VZQOHDomxwJeaHMFq3urVIkNi+HCgSZPaeY7u3YHk5NIgsbOgwAllU1Cj1m++AebMAZ56Su1VMeZUxo4di1GjRqF58+Zo0aIF3nrrLVumxKZNm5CVlYVp06bho48+sgUuunbtih9++AEbNmyw7a8KDlAwxhhzP9dcU5p2bEdN3OjEKCFBvFh1c8V6A076R6F51lloLSa1l8PcAZUNTJkCnDol+gMwx6LGllTS8csvtfccVEJBKFPNGdG0DwqU3X8/8PPPaq+GMYfIzs4udysqKrrkMWazGX/88Qfy8vJspR6UVVFcXIwh9qlMAFq1aoVGjRphI2UpVQFP8WCMMeaeygYhqDHmvHliG101oyZxJbb89Lj0IUY2eERxe71/K/jnrpd3jDfkKAcCNPnyx/M+Jp8KYjUoT8MwnZKPEE26s7Qnws+WPnht/mwMMW/GL1f0R5PVZxWPKezVUvp4hix5ur7uZKLidu/D8qvnxR2byh8vT/m5NCb5FI9FB9+R7hvufZvidp/j8qkq1lPx0n2WkpTxfKv4fpr3H5F+rNv66CNxhZ1KCqh/wezZaq/IPXz8MbBnD9C+PRCmPE2oRlDpBPX6oXIRmqbhrNatKx1/y5gjWR04/rPkeRpeMMHslVdewas0sUfB3r17bQEJ6jdB2RP//PMP2rRpg127dsFgMCCIJv+UERkZiXMXNia/BM6gYIwxxuiKLTVKo6t6zz0H+PmpvSKn8GeXHjBptLhxW9XSM1nFCqAHFRYZrJyZIi336NYN+PtvTrN3RFNMKnmjzBUK0C5fXrvPRxkKVEa3Y4fyfmfoP0JjVbdvL832YMzFxcfH20o07Lfn6HWQRMuWLW3BiM2bN2Py5MmYOHEiDtRwY1kOUDDGGGNr1oh7e1O4skzuexJp0euxr34DxKYkwbuIewLUlCx42u6jkaf2UpwXpQQ3agT8739iDCSrWdQDgiYXUcYE9V2gaUZU3kZjN2tbv35ATk75sZ40rpQmh1BDThpNWhZNdnFkzwrK3qHGyaNHO+45GSuhcfCN2Kdy2G+eNBpYgrIkmjVrZusx8c4776Bjx4745JNPEBUVBaPRiMzM8hmGNMWD9lUFBygYY4wxGpcXGipOhCjN2Y7Sy729Rad3Nw1UTO890PZiYdL61WovxWUchigvagt5eY7bo2Dh0aNAly7ArFkio8JNfwdr3D//ACEhohFkmzYiY+CPP0RwwBEmTRL31IzSfh8bC5w+LaZrULCEpn68+aZoXEwnS76+Ysxpbf8MULmfvbzIUV8Pxuowi8Vi61lBAQsPDw+sWLHi/L7Dhw8jLi7OVhJSFRygYIwxxqjWmK7gUZPMsWNFDTydHF13nXhB/MorQIcOQMkoLXeypE17FOl0uHbXVrWX4jL2QdT4N4e8lwUrKQegVHsaU0f3dIWdmtuy6tu6VfxdIzNmiL9pzZs7dg0DB4oAFAVIBg0SDSl9fEQmG2XOUKnJ4sXASy+Jcaf0fW/VSmRWhIeL/hC1ZfNm4MQJLu9g6rE675hRKv1Yu3YtTp06ZetFQe+vXr0at9xyCwIDAzFp0iQ8/vjjWLVqla1p5p133mkLTvTs2bNKz8MBCsYYY4zQC+S5c4GsLKBdO+Cmm8rvp+72NFmgit2o6zytFttiYlE/MwP+Fi7zqAlZGi9Q284YZKu9lLqBMpmefRY4exaIiRFX/FnVURCWyitotDKN/bvwb5yj0N/Spk1F/4tVq4D+/UVQmNZGGTOpqUBxMbB0KeWHi2DxwYPA+++L0pArrwRuvVWUftQ0yp6gHhm0JsZYOcnJybj99tttfSgGDx6MrVu3YsmSJRg6dKht/9SpUzFmzBiMHz8e/fr1s5V2/E29hKqIAxSMMcZY2VIP6madkiJKPaiL9YgRIvV4yxbxovqNN+Buvu43xFarenPRLrWX4hK0VovtBVghD1OrvHfeAaZPB/LyRN8EN8xmqrKTJ0WZBJVGdOokMsRofCCdMND7anrwQVG28cUXwOrVF5dTUIYFnfSU7YlBDVOpoTE19aRAAu2jjJCaQkGRmTNF4EYnn7bEmLuaNm2aLXuCSjooWLF8+fLzwQni5eWFL774Aunp6bbxoxScqGr/CcL/GRljjLGy6AUqXV2kNOQmTcrve+IJMSKPrua1bo1FZz51yJKG9nlTuk+7+6h8n5+v4nbNFe2lx8T+fPHoz1T4oUDjgf6mU/jGo+9F+wvDlMeZEqvW3obrYl6mSMXtBfV8pMd4n616Y8niWOXnISNby7uVa2IbKW5fvP8tVEeP2z6y3dfPToFmHuAX4oHsET2q9Vhu6c47RQYF9SWg5pk//KD2ipwb9e2wl8RQuQyVTlA/nauuUntlYpRzmXHOVQoiUwbNa6+Jz4Wy2u65B/j6a5GZcTmodp6C01zewVSksYqbo57LGXEGBWOMMVYWNY27666LgxPkxhvFVTs3PDHa4dMYwdYCRJq4LOFynQ0Ix86IJmidfgaz570LZPPXtNKoZwE1UtzF2TyXRD9XlG1CWRN0O3cOuPdeuATqC0TTR+jv9HffAfXrl29wXB2UlUG9LtTOLmHMzXGAgjHGGKss6ibfsaNoouZmfgsWXbhvKdih9lJcwv3DHsKsFr1RPzdNXBXmkoXKo0aJVHbF5Kg/AzX4pRN4yp5wRfS50d9i6k9CvSoosPDoo9V7LCodoukmlD1BPToYU4vVeZtkOgoHKBhjjLGqiI4GEi8ug3B1J70ikasxoFcxnxjWlP9dMR5v9bxenBzRlJiuXcXECsrSoXR86nlC9fC10QywLqOpE5mZ/HWpCGWB2ScUuUN/EgrwURbFp58CVPNOY0Kp/0ZlsyrmzRO/hzffXNurZYxdAgcoGGOMsco2UNuxQ1yxo1RpN7RXHw0/qxGxpjS1l+Iy/m3WA9iwQYxS3L1bXMWlnzV/fzHZ4I8/xNQCVor6DlitYgoEu9jatcBPP4lATnX6PNRFrVsD8fHAI4+ISUzUCJTGlFLGG/1u/frrpcs7evUCYmMdtWLG5Kzumz1BOEDBGGOMXcro0SJNmq5wUwPN666Du2ibH4dXE2bj7+Mfo3dJ9kSUmXsm1KgePYDjx0VKPo1RzMgQIyHp7TFjSgMY1KCVMgfcnb1r/MKFaq/E+VDGAGVN0BSM5cvhdj75BCgoED031qwRmRQ0nva220Rm0gcfiI8rm31DY02XLOHmmIw5CZ7iwRhjjF1K2f4A1HjO2xsuzWLBc0n/4or8E/CymmwXWtJ1vliub4aZ3p2QqvNTe4Wuy++Cr+2//wLXXCNOoOiq+Ny5YoIFXRmmshBX7S9Qkf79xf369WqvxLkYjSLYZTaLiRSNlKfQuAX6vejXT9wKC4Hhw4H//gOeflo02KQgBvWaoEAOjRSljJzrr1d71YyBp3jQuqz0G8kYY4wxKUoZnj5djBnNz6dh39V+qG6TxKhJJeEbUxW3GyPkAQGrTp4M6XmmGlfb0zOhtVgwP/07mKDFfK+2+NOnEzK1PoC35POWbbefNMmYzIqbF8V/Ij1keLdXpfu0iZLSEzoBkR5UQUM8mhahJFc+6nRR4heoNZ9/fnHKPn1u1Bzw44+BvhePgHVZgYGAj49b9oORoqwbGsNK2QI//6z2apwPZU089hgwa1bppA4aK0qle3Q6RCNZqfcLYyrIzs5GYGAg2t37NnSG6r/GqAqzsRD7vn0eWVlZCAgIgLPgEg/GGGOsMidDbduKF7FnzsDVWbRaxGsDoYUV032uEMEJpr6HHhLp6jNniqvA1NCPxkjSCRb1qfjsM7iNPn1ELxhKz2cCZUxQRgD35lCm1YommhTUWrRI3LZtE4EdwiVDjDkFDlAwxhhjlXHggBgz6iZp0zN8ukEHK27J57GiTqVePZGK/uqrorHfzp1AQoK48ksNAimTwh3YM0mmTlV7Jc43ZYj6mbDKozG/3bsDc+aovRLGwGNGOUDBGGOMlUf123RV7cLSBGq4Rk0y3aTmf41XMxRAj5FFB9ReCrsUGqt47BgQEgJMmVLaCNCVjRwpfhf/+kvtlTiXdu1EnxxquMoqj/q8UEYF9atgjKmKAxSMMcZYWdTJna6mPfpo6baNG8XVtVtvhTtZ6dkcgdYiDCo4ovZS2KVQcOLoUSAsTDQCpJIPyqygEy66p0avrjYBhMaNHjkCTJum9kqcx8CB4n7pUrVXUvcCFHl5orkoY07QJFPjoJsz4gAFY4wxZrdsmajvJ19/DWzZIppiPvCAyJ649164k699e8MILSbnry8/lo85d5CiZ09g3Tqgfn0xcYbu6co6lYH4+op+Km++iTqBrmqPGiX6wFBDUCqzovepoeE//4hJDM8/r/YqnQdNrSCUBcYqr3VroHlzMSWHMaYqHjPKGGOMEUqJpvR4yp6gEY7UBZ9G9tEJETVXW7v2omkQI9q/oPhQi/e+JX2akAPyCRCWuLOK2zXhLaXHGCqa1JGdo7g5t2cT6SE+pzzPv01FLjM9+uK2pLW4yXAEv/v2Un68VqHSx/PbdFK6z5SUjKrSFBVL9y06q9wkctgVr0uP0eVWkNJdqDyBpLhFfekhQ/vKv/e6A6cUt2sMHvLP6dyXqJKgIJHxQzea+kE/vzS6lG5UBkINNen+pZeAL78EZs8Geil/X1VFAYjBg4Fdu0rLWLp0EU1qKWgREQHExorGtZQxwgR7IFE2gYYpo0AXZVHQKN+vvqp48g9jtcnqwN4QTppBwQEKxhhjjHz7rUiDJ5GR4koajTFcuRIYMwbo1g3u6NfIfrg2dTNuTFqHWQHdYdLyS4c6gYIOssADncQ++STwySdA797AtdeKXg4UiLtcFECgSSMU6Kvu49FkjsaNRcr91VeLEb+UHWJHafh33CGyReiqN43/ZUJRkbh3k145NYp+1qh/y+bN4veCMaYKLvFgjDHGMjJKe07QVVuq2acmfCdOiGkJbhqcsNFq8VX94TBYzXggaZnaq2E1gQIHH30EnD4txpRSqQRNMqD3L4V6WlDWxWuviZ4sVFLQooUoH6Grzg0bihITuoI/bpzIhKgKCp506iSCE3Q1m3q/lA1O2H9H4+NFnwXKCGGlKFOGJCWpvZK6h35uKTOHp3kwFWm4BwUHKBhjjDHbqEJ71/tffhH123ffLXpOULDCzS0P6YRMnQ/65xxUeymsJlFQYs8e0cMhMRFo1gz4/XfloMGSJcCNNwL+/sB115WOOV2/XvyOUG8LytiYPBl48UWgSRMR+AgPlwcqaNrEhUGRt98WGRiPPw7cfnvF6x86tPSEnAkUTNXrgYUL1V5J3UMBtquuEj+3VDrEGFMFBygYY4wxezr0Qw8B0dGiHvl//wO8vEQdP8Pq4LbwsRjRMU+5jwKrw956C1i1SmQ93HyzyIwo2xSVMiRGjBANZKkXxIcfigayBQViLG9urijtoMac1NfijTdEn4vlyy8OVFAAcOxY8T41vqRSDspWovR62ka9MSjY4Q6jUmuz4ePBg8C8eWqvpO6hPhT0s0tfP8aYKjhAwRhjjNEVZKpnpxMvOzp5opMmOnFj+DWqv62f1s2p69VeCqsNAwaITIg2bURmhD2gQA1jjx8HWrUSqe9UWkHZDdRjggJ4FaFSDDrZo+k49kAFZUXMny+uUNM0DirnWLxYnExTUIS2bdhQM/0w3BVlodDXj/5+UXNfVnn0M0sBMi7zYGo3ybQ66OaEuNMVY4wxRi/mKb39QvXqiWkIDDlaL6Tq/dGm4Kw4keQTSNdDE0CoUSwFIL7/XgQUqFygZUtg9+7qN14cMkQEKmjcaWamKOGg57LbulU0uyy7jVUfNfWlr2nnzqI0xz56lF0aBd369wf++0/tlTDmtjhAwRhjjNmdPAnk5wNt24r3z5zBkfhcPBr7pPLH+5aO5CxrROBd0qfQNG8k3aeNjlTefjZDvua8fOkuS1SY4na/A6nyxysu6cUBwNtSiLFZu9Ev/zBijGnQwwJK/PdNiEeutvTquVewr/zxvJS/RmSZZZbi9pENSxqWKgkJkO4aEXKP4nadXwXr85ZnAVgkn5d+51HpMZoI5a85MdHJudLjxTSUHjOy/sNVHqt62aiBJt2oLwsFKGoKPV5AwMWBCMrGYDWrXTtxT9kvrOpfOypnYkwNVh4zygEKxhhjjPz5J3DDDeLt1avFNIK//sIG3yvgTmKLknBN9nZ0KYhDiDkPGgBmaHDGIwT/aRpirqF1ueAEc2E1GZyg0aEpKcoTcaihI/WtoOwNoxEYOFD0qaBmnDRVgVXve0dNH6kkh1UNlTlR81aaJEPlHowxh+IABWOMMfbVV8CDD5a+n5UlxiiGhWGORxe4Mq3FgkHZ+zA0ey9aFJ2Dl9Vku6iSrzFgu1cMFgV0wAbvZraSDmtaFUdGMmZHZSPUd+L990u3USCQpuXQVX5qTEslIIR6UtCNficp5X7KFNFXgVUeTUihAMW5c2qvpG42GSWHDgFdu6q9GuZmNA4c/+msY0Y5QMEYY8x90QkTXbl95ZXSVHOq3b72WjG+8J9/UHS3a47r65R3Eg8lL0V0caatYza9TknWB2C5dxP8HdAViYZgtZfIXAk1xgwLE8046XfsjjuAAwdELxPKlJg2TZR/kMJC0TSTjqE+GO++K8aaVrcHhjuh/jA05pWmoFBJDZ9gVz9AQZM8+OvHmMNxgIIxxpj7vpB/5BHgiy/E+3Tys2uXGDXaoYNoNEcjR+GaAYrb0tahXnEmDntGY2VAWywK7AiTVl+uBwVjNXY1PyNDTPKgE74dO0TGBE3s+OknEbgoi7Imrr9e3KhZ5z33iADG5MlqfQZ1w+zZ4mtFX+vQUPE1o0kerGr8/YEGDUQAjTFHs3IPCm7BzRhjzP1QnfvNN5cGJ+jtpCSguBj4/HNg4sSS4ITr0lqtMEGLKTG349/griI4wVhtoBNmexNaCk5Qj4m4OGDBgouDExeisaQUzPjhB4cstU4HJygTJTdXZIQlJ3Nw4nL7UHCAgjFV8KsRxhhj7odSxu1d2qnO/dNPy4/N/O034M474dqc9NIJcz0xMcCvv4rA4NCh4up0ZVFmU8eOoizk6FExjpRdjP5mEQpM8LjWmglQUPNWxpjDcYCCMcaY+2natLTnxGefiSu0pKhIjBhdv740QKGTJxsaI/wVt3tUMP1AmyUfC2oOU3483YkE6TEICpTvky2dPif753zB52fVy8eCmtuXfN2qwHRaPkVgZJPHFbdbc/PkD5iVLd2lkYxptfhXMEp0x37pPn39eso7JM9DTEflYx111NdEgdXPW3qMpkAn3Te8+2vKj2f/3ipYuuVlqOKWW6p/LAU3aPQjTQCZPh0YP74mV1b3rVwJzJ0LBAdzcKIm+1BQ4Jr+J3jK/yYyVtM0Vqvt5qjnckYcoGCMMeZ+6GSpXz/xgr7syRxdrR0yREwXYIw5BwoaUtnCO++IvhQ0YYdKsCjryZ75RL/HISGir0XZbCh36KVDARv6nPnvVs1mUNDX9sgRoH17tVfDmFvhAAVjjDH31LCh8vY+fYCvvxZ18xTAcFEmjQ5aLvNgdQVN8bjhBqBLF+Cll+QfR1kWlAHlLhM/Xn8dyMwUXxNq7stqfpIHByiYI1m5SSYHKBhjjDGlwEVKiksHKJI9AtC24Az0FhM3yGR156QxJwdYvFik3lN6Ml3ltt/TRJAlSwBfX+Cqq4Bvvrl0E866jKYOvfWWKOugAA6rOTQFJSKCG2UypgJ+RcIYY4xdOGKOUDd8F3baMxxU3NI17wQ2+7dQezmMVQ71d6ERwEpuugn4+Wfg5ZeBv/8Gli0DTpwoH6SgQMYvvwBr1gDnzommkjQGlfrRPP+8KCdxdtRs9O67RW8OKm355x/3KmtxZJkHZVAw5kAaq7g56rmcEQcoGGOMsbLsjQzpSq0LWxjUCRNT1mJS8ioOUDDXQWNJ6TZtmjiJb9lSZBecOQNs2wasWydO8Amd3Ht4ADqdmBAyYwbQtauYiEHHOQNa92OPifv0dFHOQeVnJhMQGyumEVFZC6udAMXatWqvgjG3wwEKxhhjrCzvkokKBQW2u7zW4dIP1RYrX34oDpNPZdB5e0j3GYOU6+a9o+Rp6ua9h6T79LGNlY8JD0AWvLElpTl6ZB5BayRhX6D4WG1uofTxNGaL4nbdmVTpMaef7S3dFzM7Sfl5fH2kx9hOzCTMIb7Kj7ezgq9Rg/ryp2qg/HXPaC1fX2B0gPy5ErIUt1vPJsvXQCekEppu7etUZ3aHmjRJnMw/9RTwyCOl2xs3Bu67D3joodJgJDl8GLj/ftFoslUrYOBAkaFQTzLJpbbQz/ecOcD+/cCCBcCOHYDZLDJHvLzEmmnUKn1eLj8K2QlKir77TnxPKpjMxFiNsnIPCv5tY4wxxsqi3hPElWvXS3wYew3+2PEBXjsyAxO6Pg0L96JgruSJJ0QwYuFCcTWcbrJSCMqYWLVKpPTfeqt4m/rRbNgA9OhR+nF0skolIdT3oTplFVQ69vjjIkOrQQMgKkoERbZvB/Lzgby80iAcZXhQMIIaYVKDUOZY9PNSXCzKhFpwlhljjsKvRBhjjLGy4uPFvaOvnKogy+CH7xoNw/1xS/Dy0Zl4teUtai+JsZpFGQc0mrQqV80pWECTQPr3B3r2FIEIykopm5lC2yiAQeOKJ04UGRf2gAX1udi4UZSMJCSIkagUmNiyBTh2TGREXIga8tKNghbXXguMGCECI3zlXv1JHtQokwMUjDkM/9VjjDHGytq9W6RS05VNN/B3vT4YlLYHvTIOo3f6AWwyxKq9JMbUR+OGly4F3n5bZDRQ6ZePj5gQQn8f9uwB9u0TDTfpVhl0HGVEvPsuMHo0cPq0CFhQIIIyMphzof8B9H2hAMU116i9GuYmNNwkkwMUjDHG2HlpacA774jabjfqiv906zvw5/b38dzRv3Bjy0dQoPdSe0mMqW/QIHGrSFwc8P33ogGnwSCCEJ6eQKNGolSESkdSU8Xfk5CQ8sc2bSpuzDlRiQ1P8mDM4ThAwRhjjNlRrXphIfDSS3An+XpvvN90HF44Ngtvn/4DU5reofaSGKsbKBBBPSIq4gb9bFy6zGPnTrVXwdyJlZtkus/lIcYYY+xS5s0DuncXNeNuZm1Ye2wPbIrWBQm4LmWj2sthjDH12TMoqK8IY8whOIOCMcYYI1OnAn/9JUYNUjM8Su+lsvFkMW5UiS5JeQSk1V8+hlKTkiF/vIgQ5cfz0EmP0devoJlnXr7iZlNMqOL2VzveivlrX0PfnMOY1aDfRfs1RuURn9aAMuMaL1D/3Q3SfZYubRW3a9LSpcdYG8qDR7qUbOXnadtMesyi7a9J9w3t/abi9rAtadJjFu99S7pveLdXlXcENpAeY/VWHhVLlq19QbqPMVZDAQoaOU2lPDSilrFaxj0oOIOCMcYYEwGJl18Wb3/9NdC7d/mO/W4iX+8FCzQo1BrUXgpjjDnXJA/GmENwgIIxxhijbIk1a4CffxbBiU2bgLNn4Y5MGi18zYVqL4MxxtRHo2Rpcgs3ymSO7kFhddDNCXGJB2OMMUa6dBE36rpPY/8SEoAG8tR7V2XS6OBjMaq9DMYYUx9NX6EsCs6gYMxhOIOCMcaY81uwAAgPBx54oPafa+NGMS6wfXu4Iw2s0FvMai+DMcacAwcoGHMoDlAwxhhzbkVFwJ13AqmpIlBRVYsXAzfeWPljV64UZR7e3nA3jXMT4WUpxq6AJmovhTHGnGuShxv2JWLqNsrU1PLNWXGAgjHGmHP75x8gJUW8PWiQCCBQ0OJS6JhRo4CRI4GZM4Fp0y59jMkErF4NDB4MdxNSmI0Pdk23vf17VF+1l8MYY86TQZGVBSQmqr0SxtwC96BgjDHm3L77rvTt06dF8CAwEBg4EHjmGaBrV8DDo/wxxcXAddeJq14hIUB6OtCqVYVPM3jA22ibdRqfZmfj4dnxOLD8bfFQEfJMCp8c5UCJpkh5HCcxx0RK92nzlB9Pm5wjPaawjXzMqFec8hhUz0PlG4C2LzqDN9P+hQfM+LXxQMRF1lc8rijkgq9zCd/4POka9LEVjObLVD7O2iBKeohs1KlYoHLvjCXbP6jyKFHxZMqbrYbqvXzSSj7fRcfk66uObpM+ku4LPqQ8epZozBbF7WYv+ee7YvXzVVwdY3Uwg4JQmUe9CsY6M1YTrFbHZes4aVYQZ1AwxhhzXseOiYwJ0q0bsHMncMcdwIMPAnPmAL16AWFh4v0NG0r/2b73nuglQdkXP/4otm3fXuFTBRtz8cjReYj3DsOhAPdpjjkudyfeTZsDLax4LXg0fogdpvaSGGPMeTRpAnh68iQPxhyEMygYY4w5r++/L327cWNg2zYgOhp4+mngnnuAH34A0tJEsOLLL4HYWOCmm0TWBfWd6NMHePttwM9PjBCVKS7Giwf+QLO8c3is492waHRwdVfn7saw/ANoYkpDjsYTj4ZPwDl9kNrLYowx56LXAy1acKNM5hAaB/aHcNY+FJxBwRhjzDkZjSIA0b27eP+224BrrwXef1+k2b71FjB2LPD556L0gzItqOzjs89EQ81bbxXHUXkHfXxkpHLPiRkzbDXGHbJO4f2W47A3yPUbRHpbjLg/+z/EmtJw0CMSt0TeycEJxhi7VKNMxlit4wwKxhhjzunff4HkZKBTJyA0FBg+HLjqKiAhQTS8pCwJyrCgHhT33ScyJyhAQQGL7GwgIqI0CHHkCNC0qQh2UKCCttGLzS1bgLw8W6DjvqCROOEXDXdQoDVgo2dj9Co6hVdCx8Kk5ZcDjDFWYYDCXm7IWG2yltwc9VxOiDMoGGOMOadvvwW6dAF27AAmThQ1wISyIV56CTh5UgQxqOSDAhS0/YEHgMOHS4MT5LXXgN9/B66+Gjh7VrzIXL8eCAgAXn5ZPP68eW4TnLDbbxCfb6wxVe2lMMaY80/yoMlQlJ3HGKtVfMmEMcaY86Hgw7JlwIgRIoBw990Xf4xOB4wZI25xcSKbgm5ffYX9CMUr6I0sTUlQo4S17wgguOSddADzi4H5CwEshEe2ZCJHBVcYNMXKEyWsXsrTLohWMvnDdpy38nEar/KfR1leJ9Kk+8xh/orbE0dGYO0Z4O5ZGzEg7BQWju53fl/gKbP08byTlddeECWfdOKXXSjdZ01WfrGvMcvXsOikfEKFzMjWz8nXEO4n3eeRoDwFxeon/3yrY1ivN6T7NCblyRq2deiUx4wESn6OSEoXX+k+nyTl5/I/mi09Zmgf+RQUrWSajaWC349l616Q7mNM9UkelHl35ZVqr4Yxl8YZFIwxxpwPlXD4+4srVoTKNirSqBHw+uu2XhRz0BRtkQYD5Ce5DNjZIBang8Iw/MguxKYlqr0cxhhzXs2bi6A4N8pktUxjcezNGXGAgjHGmHOh/hDTp4smlzS1g9CEjoKCSx/r4YEWyMA2RCJF41PrS63rHrx6ku3+s7nT1V4KY4w5L4MBaNaMAxSMOQCXeDDGGHMuCxYAiYlijOj48cDgwWLEKL1ArIjVasu0aIN0vIZejlptndMu6xQan9KjXVIcAgvzkeXlg0ZZaeh16hA2Nm6l9vIYY8w58SQP5ghWbpLJAQrGGGPO1xyTpm3Q9A5yww3AzJliCgc1w6TGmRTAoOkbN94oJnwkJQF33QUsXIh5iMUG1FP7s3A63qZCvHXoF7TNjYfmYPnXJ3sjG2JnvVg1l8cYY87fKPOnn9ReBWMujwMUjDHGnAc1u1y8GPjmm9Jtf/wBPPGEKPN49VXAaCzd9/jjoknmf/8BGg0wfz4+G/ujKkt3Zlem7sPTx/+GwWrCEd962NiyOf5r0grNU85hc6MWOBbuXhNMGGOsWhkUNAkqKwsIDFR7NcxFaawVN+eu6edyRhygYIwx5jx+/RXw8RGZEWVRRsUPPwAffgj89Reg1YpO6lQO8ssvQL9+IoBhGy/KAQo7vaUYrx+ega5Zx2HU6PFWswlYG9Yeib3E5IotjVqqvUTGGKt7kzx69lR7NYy5LA5QMMYYcx7p6UBwMOArGYUYEgLce2/p+y1biiyKMowju0sfXmeUt6zW5CmPw9QXVzANRK9T3n7qLKpDGxaqvKOogtGkObmK2w0WE/48/ge8rCYc8KmPF5rcjAK9F7QFxWgw46j08ZLHNpfuy4pVHq/pmSm/DOO3PU+6z9S2seJ2j5PJ0mP6jvuf/LlWH1bcbs5UHhdKtEEdpPtgkIzDjJNPPRne+RXpPo23ch8V6+Y90mOsNdwBPbyoo/y4gmLF7Ut2voaaNLLho9J9EzZMlu6b1furGl0HY1XSqhWg1wM7d3KAgtUeq1XcHPVcToineDDGGHMeV10FxMeLvhMnTqi9mjqrvSkR0/P/tgUnzhiC8Xjzu2zBCcYYY9Xk7Q107gxs2KD2ShhTxTvvvIPu3bvD398fERERuOaaa3D4cPkLA4WFhXjwwQcRGhoKPz8/jB8/HknUJ6wKOEDBGGPMeVCpBvWcmDULeFR+lZUpi7Tk4NO8f/F+wRIEWwuwOKQT7m95v9rLYowx19C7N7Bxo9qrYEwVa9assQUfNm3ahGXLlqG4uBjDhg1DHjUtLzFlyhT8+++/mDVrlu3jExISMG7cuCo9D5d4MMYYcy7XXw/Mncvj3Krh67y58IYJO3XReNurP3Iayss1GGOMVVGvXsAnn4jJUZGRaq+GuSCNEzfJXExNzMv48ccfbZkU27dvR79+/ZCVlYVp06ZhxowZGDRokO1jfvjhB7Ru3doW1OhZydIozqBgjDHmXK64Avj9d+C669ReSZ3yQOEmW3Bily4Kz/kMR46WSzoYY6zGMygIZ1EwF5KdnV3uVlRB36uyKCBBQqg/GGALVFBWxZAhQ85/TKtWrdCoUSNsrMLvDAcoGGOMOZdt28R92WaYTMrHUoTP8+biquJDSND443mvYWoviTHGXFPDhmJa1K5daq+EuSqrg2+2H+uGCAwMPH+jXhOXYrFY8Nhjj6FPnz5o166dbdu5c+dgMBgQFBRU7mMjIyNt+yqLSzwYY4w5j4wMwGAAPD0Bf3+1V+P0ok0Z+DrvT3jAjHW6RnjbawAsNIKVMcZY7WjeHDh2TO1VMFZj4uPjERAQcP59T3oNdgnUi2Lfvn1Yt24dahoHKBhjjDlXgMJoBJo2Bby8MNxvovRDtWEipfBChvqh8n966fKRl5CM60SE8vPYJGcobra2iJEeos3Klz+eh/K/ZUuw8thV/9w8eCSbkaT1w5sBF2dOZHQofxXDLqTAKF1CxLwj0n2Whso114lXBkqPsX0/JTwSJOM/dfIgi+/CndJ9mlDJ90o+ZRQao0m6L+nKcMXtkUuVR9KS02OVv+akwZvK3f+XWWahOoZqJyhuNw3pJj1m1dJnoLZF8Z+ovQTGqmRk86fPvz0lKQuNtq3ElM1i26Kj76u4MuZqNCr0oKDgRNkAxaU89NBDmD9/PtauXYsGDRqc3x4VFQWj0YjMzMxyWRQ0xYP2VRZfZmGMMeYczGbA3gn6gvRApuyQX0Os9ohFlCUXE/O3qr0cxhhzeYkeQYguriDqyZiLslqttuDEP//8g5UrV6JJkybl9nft2hUeHh5YsWLF+W00hjQuLg69qMFsJXEGBWOMMXXl5wMvvAD8+SeQkCC2TVC+Mswu9p7PAHTITsQNRbux0dAYR/TKV/0ZY4xdvgSPYARaCuBnLkSujpsRsxpmtYqbo56rCqisgyZ0zJ07F/7+/uf7SlDfCm9vb9v9pEmT8Pjjj9saZ1JWxsMPP2wLTlR2ggfhDArGGGPqmjED+PhjkT3x7LPA8uXAY4+pvaq6Q6vFk35jYIUGb+cshMEiL1lgjDF2eRI8RIYfZ1Ewd/PVV1/ZJncMGDAA0dHR528zZ848/zFTp07FmDFjMH78eNvoUSrt+Pvvv6v0PJxBwRhjTF3jxwP33CPGilaiczS7WKI+EN9698D9BZswJ+tHnNKFYI5nW8y0tLQFMBhjjNVciQepV5yBo16Vr6tnzBVKPC7Fy8sLX3zxhe1WXfyqhTHGmLqCg4E33gB++gk4cEDt1dRZc73a4Q3fwTimC0OMOQOP5/+HJbNeUXtZjDHmUvJ0XsjSetsCFIzVVpNMjYNuzogzKBhjjKlqWK834GEx4UetDzYOuhOfNxlzfp8uWnlqBMlpH6G43TtJPmEBOfIpHlbJtA5NkbxkInVkM8XtIb9vl68hVj7hI7+xcnNQnwOJ8sfz8T7/5kafNtiINtBbTPgl6QcEGvMRtfwIjFpDpaaFEHNMtHSf5sBxxe3Rh+TLg2TaCrFmZFZtGgddWWnSSLrPdPhYjU7JqI42z0+V7qvpdTjy82LMreWW/99xVheAevmpgKGCyVCMsWrhDArGGGOqswfxi7QcN68JJq0eSToxMoz/0TPGWM1K0AUi2pyl9jKYq74gsjrw5oT4lSBjjDH1/Pcfphyfg8YFyQgqzsPq0A5qr8glxBqT0aI4GQc9olB4YfYEY4yxy+7709UYr/YyGHNJHKBgjDGmjg0bgAED0NYQgjPeYXin2XU46ldP7VXVecGmXHyYMhsWaPBx0CC1l8MYYy6ZQRFsKYCPxaj2UpiL0TiwNwT3oGCMMcbKWrIECAvDvU0egEXDhQg1gXpPfJn8OzxhwlshIxBvCFV7SYwx5pIBClLPzKNGGatpHKBgjDGmjoQEIDSUgxM1xWLBF8l/INBaiB/8e2G9d3O1V8QYYy7JqtHY7rXOWsTP6i6LVdwc9VxOiF8VMsYYc6y//waaNAG+/x6YMEHt1biMZzOWoJE5A0u822BWQDe1l8MYYy6rgUlkTpzRBau9FMZcDmdQMMYYc4hhPV+3jRNdsPUN2/tfxozA/EVW6FLks+StAb7SfT6JBYrbl258SXpMj9s+ku4L+U+54Vla/4bSY4J+2qi4XRsRLj0GufnSXT6nJDuK5HXOixK/EG+EhQH+4RiRvB8jSvYN1VY9ALTspPxrJHs8fXiY/AEL5GNfNT4+yju04uqkElOw/GdCH6p+ScuBt6eovQSnN3DlE9J9qwZ96NC1MFYZ5//O2r30EjBtP2YnfKfWkhhzWZxBwRhjzGGKtXp8HjPK9vaCiO62cZishuTkAA0aqL0KxhhzfYcPA61aqb0K5oqsPGaUAxSMMcYcKsKYhRRDAIo1OrWX4josFsBoBGJi1F4JY4y5vkOHOEDBWC3hAAVjjDGHMFiKcUPCfxiWsgv7/RoBJU3GWA1dzSMtWqi9EsYYc21mM3DkCNCypdorYS5IU2bUaK3f4Jw4t5Yxxljty87G64dnoH3OacR5h2NG/X5qr8i1bNok7jt0UHsljDHm2uLigKIizqBgrJZwgIIxxljt27ABXbJP4IPYa7AsvLPaq3E9a9eK++HD1V4JY4y5fnkH4QAFqw1Wq7g56rmcEJd4MMYYq13z5wN3340cnRdWhvIV/lpx5oy4371b7ZUwxpjrByi8vYGG8glPjLHq4wwKxhhjtWf7duD554GzZ/G0/7WwHku4KDJu7BQrPdwjKbdGl7P5l8el+0ZGP6i43VpBKH+ZZVaVHouY64VI9+nS8+RNMCVGBN+N+qZAfE1f2SHDMD7gNhhLpqPoQoKV15AuH+06ssUz0n36yAjF7dYKxqBqggKl+5CvPHI1p5t8GolvfJ58BGlLPmGoC3iUKKvTjh8HAgPF5CS6Z6wGaUr6QzjquZwRZ1AwxhirHUlJQJ8+QFoasG4dTupD1V6RyzqrD8J7PgPgAQseKNig9nIYY8x13XQTUFAA9OhRWu7BGKsxHKBgjDF26RrF4uLKf+zevcD//gd06yYmdaxaJQIVrFatMzRBmsYbA4pPqr0UxhhzXfT/bOtWQKcDrrgCmDdP7RUx5lI4QMEYY6xiEyeKNFZ7fwPqYP7ZZyLwULb0IDcX8PUVkySeegoYOBBYv55HXzpQitYXOsjLQRhjjNWA5s3F9KShQ4GrrwZefbXCUjzGKs3q4JsT4h4UjDHG5KZNA375Rbw9YABQrx5w4EDp/n79gOnTgaZNgS+/FGmvt90GvPEGEBOj2rLdUaQ5GzHmTFicdrI5Y4y5EH9/4K+/gHfeAV58EdixQ/y/5L4UjF0WDlAwxhhTtmGDbfqGTXAwkJEBZGYCPXsCX38tekzcfz/Qti0QEgIkJorMifffV3vlbqdt8Tm8k7cIeljwuXdvtZfDGGPugcoYqRF0p07AzTeLvhRz5vAIUlZtGqvVdnPUczkjDlAwxhgrRb0mqAHY7Nnlt994I/D330B2NiZHtcf6H1faNnuPvBfj922Cr7EQ59r1x4KsKOD+qYoPbRjVWnG7X3yhdDmaPOUpD0RnMituH6qdgOqQTeSoyMjmTytuNyUly58n8QvUqN9/B269FdBrgXnz8cjIkXjkEtNEKvpc+4+WB5i81pxT3K6NCJceY/X1lO5DgI/iZl2x/EWTxmiS7tPly6eJMMZYrRk1SvSluOYa0Zfi55/F24yxKuMeFIwxxoCEBKBrV8BgKA1O/PabyJp4+21gxgyRMVFQgK/mfAf/wgLbhxQYPPFrl/74pudwzG17hbiaxBxn7lzgllsALy9g1y5g5Ei1V8QYY+7J3pdi2DDg2muBl1/mvhSs6iwOvjkhDlAwxhgD+vcX9bO9ewOvvy7KOyhdNSgIeO454MQJ4JlngIYN8Wf73sjx9FJ7xWz1amDcOMDTE9i3T5TaMMYYU7cvxaxZwFtvAW++KRpoZmWpvSrG6hQOUDDGmLvbtq307XXrgJdeAnr1Kv8x1GPi3XdtEzzeHHwdZ0o4w/eMusfTmDtKK27SRO0VMcYYK9uXYsEC8T+VSj7KNpdmjFWIAxSMMebuKHvi2DHgvffUXgmrCKUKUxkHBYr69gWoudWaNUC7dmqvjDHG2IWo5I4CyB4epc0zGatkk0yNg27OiJtkMsaYO6MpHPn5wGefAQ89pPZqmN3Ro8DixcD69cD+/UB8vK1BqS0oQbRaYOHCizNdGGOMOY9mzURfijvvFH0pKEPx1VfF33DGmCIOUDDGmLuippfffCPeflB52gNzUDCC6pX37AFOnxajXMs2VqMeE5GRQLduQPfuwJAhwJVXioamjDHGnJufH/DnnyL77YUXRL+nX38VPZ4Yu5C15Oao53JCHKBgjDF3tHKlONElzz6r2FNi4HDlko8wi/w/mmdcpnRfVkflUZQe8enydZoraDFdVAS1LToqH8mJu+8Wo+ZatRINLamPhx3VJVNWRE4O8PDDgNEo0oDDwoA+fcRElQEDgMGDxYvb6q5PMtJ08KB3pMd4bdgn3bek8DfF7b1v+FB6jN/pPOk+XVqu4nZDujz4YvXQyfd5elR59Gx1xstWxJHPxRirI+h/LDWc7txZjPKmvhRU8tGmjdorY8zpcICCMcbc0ZEj4gXTuXNARITaq3FNf/0lSjL27gXCw8ULUx8fke5bXFz6cfR9oHINHhHKGGOubcQI0eT4qqtEycehQ9x0mpVntZaWczriuZwQBygYY8ydmM3AwIHAf/+Jk2YOTtSOM2fEaLkbbxQvSD/6CNi+XeyjLAnKkLj1VlGmQWUbPIWDMcbcQ9OmwNSpwPDhovExBa8ZY+dxgIIxxtzJ00+L4ASllf7xh9qrcV3UdJRMngz06wdMnChqkCkwQS9OGWOMuS+6UBAaKv4vcICClaGxipujnssZcYCCMcbcyfffAxMmiBdFrPbMmyeyIyg4YXf99WquiDHGmLPIyBClfk6aYs+YmjhAwRhj7oJeCAUHA7NnAy+/DHh7ixpYauLIag5N4KDJHO3bq70SxhhjzogaZur1wFNPqb0SxpwOBygYY8xdUCOu3btFc6433hDbnn8eWL8e6N1b7dW5jvnzRa+P665TeyWMMcaczZYtwPTpwJdfijIPxsqycpNMDlAwxpg7CQwEPvgAeOUVYPFi26a+SxYiYeumiz606bJtig+ROlkezNi57N0qL2nQUPkxnifTpPus3oYaHeUoGw9Z5cf77rvS/hNOynAyRb6zQT3prvu336a4Pad+F+kxgTvlY0ZN4QGK27VGs/SYwmhf6b41/6p/NZJHiTLGpCh4/cgjQMeOwL33qr0axpwSBygYY8zd9Ogh7gcNwtjOHZEQEqL2ilzLhg1iQgp/XRljjJVFE50og2LNGkCnU3s1zAlpLOLmqOdyRlq1F8AYY8xBaXyzZgFXXinep6s3f/6J/Q0bqL0y11JYCKSnA35+gMmk9moYY8w9shJOnwaOHBGNJ50VlVi+8ALwxBOl/4sZYxfhDArGGHMH2dnlp0jQC6U+fYDJnGJao2hyB31dqa9HvXrivnlztVfFGGOu6cQJ0ex5zx7xPvV0GD9eNH+mt8PCxC01Fdi8GfD3F6WOAQHi3n6zv0/BZerXVBvB61tvFet6882af3zmOqzcg4IDFIwx5g7oxRfNWj94EGjcGDh0CMjMVHtVrkerBdatA15/HXj1VaBnTyBN3keDMcZYNS1dCtx4oyinmzMH8PUFli8Xb//2G5B3Qf8bDw8xvSonR35iRh8TEVF6i4yU31MpH338pVBwhDInKMNj61bA07NmPn/GXBQHKBhjzJUVFAD5+eIFHL1ge/tt4Ndfgago0czx+BG1V+iaaIzrwoWi1pgxxljNWrECGDkSGDYMmDFDjNAmQ4YA775bmrVAAWIKEGRlAVdcAXh5iVHQubliW9kbZRrSxycnA0lJ4v7YMdFXiN6m/Rei/62yYAY91oIFwKZN4jk//RTo0MGxXydW91hLbo56LifEAQrGGHNlVOe6fXvp+5Tees89wCef2K4ktWzyuPRQS5e2itt3fjGlRpfoeVbhRV8Ja2aWdJ/GJJ/m4BTTFyhbJToaaho4/D3F7dqYMOkxhgT513zZ0daK24Ny5WswHTshf7wjyl/zob3lKdBeCRU8WR31v4PDpfu2ZjaR7pvZ6+taWhFjwrArXpfuW7rlZajWc4ImYND/NxrrLGs2ScGI+vXF7cJMN8oqpFvDhlUL+KeklAYv7Pdl36bsRLqnj6NsjaFDgW+/FcEUKvtjjF0SBygYY8yVlQ1O/PADMHYsz113FLp6R6m81CxTz/9uGWOsRlBmGvWe+Plnx07CoIBDo0biVpkgCpWR8N9+xqqMp3gwxpirKioq/z41AOPghOPQFTO6ivb332qvhDHG6j4K9lLfiQ8/BIKCSkdmOyMKnHBwglWDxmp16M0Z8W8OY4y5qnPnSt8eNQoYNEjN1bgf6v1BrrlG7ZUwxljdduqU+FtKE6goM23qVA4AMOai+DebMcZcVUyMuKdmXdSoizmW0ShqnWn0KGOMsepnA9JEJOrzQFM6OnYUo0MZc0U8ZpRLPBhjzKU1aCAadtHJMnUyp8kS1E2c1X72BF3x02jUXgljjNVtFOSl4AQ1xhw8mIMTjLk4DlAwxpgre7xkSkfnzmJm++jRYiQbq11duwKnTwPt26u9EsYYq9so0EuNKTngy9yBlcaoOejmnAkUXOLBGGMuKy6uNEBx4MD5zT/d9g5+vX2u7e3Uyb2lh9f0OFGpYpN0lzk9Q7pvWeq3cKqMCRp35+cHzJwpRs3dfjvw00+qLmvVkmcUtw8e+I78oCz52FcPg/JoV9NV6dJjln1bs+NbNScTpPtGNntKcfuiYx/AmT3Zeol0309H5b+jjNU21UaJXqhFCyBd/neGMeY6OEDBGGOuiEo5rrvO9uZMtEAcAmCAGcXQYSlKelOwmkNX99LSSt9v0kSMdWWMMXb5DZ/37AHGjFF7JYzVOo0Dp2vwFA/GGGOOkZgoSjmuvBL44gt83/F1tVfkutauFRNS8vLEi+fhw0W/j/vvFw0yGWOMXZ5XXwXMZuDtt9VeCWPMAThAwRhjrsb+Iu7jj7kHQm277z5R3vHww+LrzUEJxhir+Qy1ggLAV7nEjDHmWviVFGOMuRKTCfjuO/E2nyzXrpMnRa+JQYOATz/lrzdjjNUGKlekQPD69WqvhLHaZy0zarTWb3BK/GqKMcZcBY1h69RJzIwnTyk3DGQ15MgRcT9ggNorYYwx11VcLO7L9vlhjLksLvFgjDFXQVMk9u8HJkwAGjcGhg5Ve0WuLStL3O/apfZKGGPMNVFzzF69gIYNgb591V4NY7XPWpLd4KjnckIcoGCMMVdB2RPkwQeB/v3Pb15mqdkxjzVt0dH3Uefk5gI33QR4ewNvvYW6xiM9v1rHhf/io7j9v3+eRE3SJ1YwTtDgId1l9TTA1UxsvqHKxwzVTpDuc/a/B4yV8+STIuC+ebMY48wYc3lc4sEYY64iIkLcv/aa2itxfW+8AVgswG+/AS1bqr0axhhz3dJFmkjFwQnmLiwOvjkhDlAwxpgrSE8Xnc7JCy+ovRrX9+OPoqP8tdeqvRLGGHNdHToAixeX9qFgjLk8DlAwxpgrWLRI3N9wAzB4sNqrcW3btgHJycDVV6u9EsYYc21jxwKnT4u/uYy5AY3V6tCbM+IABWOMuYLDh0uv7LPa9e674v6ff4DPPqvcMYWFwNq1oiyEMcZY5ZjN4j4wUO2VMMYchAMUjDHmCtatA9q3B7y81F6J63vgAaBPH0CnAx55BNBqxYvn778v/3HHj4uPCwoSzTSpcWmDBmqtmjHG6ua0JPpbSyV1jDG3wFM8GGPMFXTuDPNHUzGx5cNINQSU27V4b92bMuHUBg0SN5MJeO45MWZ0wwbgnnuAqVNF0EKjEYEMuvpXv74Yj7dkSeloUpUt3v1GtY4b0fElOMKikx9V67ihfflnnfCkDuYy6G9mQID4m8qYO7DymFHOoGCMMVcQHAyLRoMCneuNWXRaej3wwQfAsmVAWhowejRw8CBw//3AffeJrAkKXJw5A8yfD3h6AtHRaq+aMcbqjuxsLu9gzEmsXbsWY8eORb169aDRaDBnzpxy+61WK15++WVER0fD29sbQ4YMwdGjR6v8PBygYIwxV2CxwKjxQJ6OSzxUQaU1FISgXhNffCGyKRITgV69xH7KtsjLA1q1UnuljDFW9zIoGHO3DAqrg25VkJeXh44dO+ILep2j4P3338enn36Kr7/+Gps3b4avry+GDx+OQnptVAVc4sEYY67AwwMGazFejJuNVYFtsT6QT4RVYTCI0o4Lbdok7q+4wuFLYoyxOh2g4AwKxmpVNmUqleHp6Wm7XWjkyJG2mxLKnvj444/x4osv4uqSKWc///wzIiMj/9/efUBHVadhHH5DB1FURBAFewFUUEAEe++9V2woVmyoa8OCYmVZFXXtInbFsioWLCCKBXtBERXBgkoRBKRnz5vPMQECJGQyd2bye86Zk2TqfyaTzL3f/UpRpsWhhx5a5vWQQQEA+eDMM/XCCptoyylf65KxA7TqzAlJrwglDRoUX3fZJemVAEDuIECBqqYw8xkUzZo1U4MGDf459erVq9zL/v777zVu3Liiso4U31eHDh00bNiwct0XGRQAkA8GD1a7qd/98+OOf3ym+xtvm+iSUMK778bX9u2TXgkA5FaAolmzpFcB5LWxY8dquRKlVKVlTyyJgxPmjImS/HPqsrIiQAEAue6rr6R99tFvNZvqhtX20nJz/tLoOo2SXhVK+vprqX79GEkKACh7gGLDDZNeBZA58yQVZPCx5DYvy80XoEgaAQoAyHWeIDFrlja56wptctRRSa8GpfHRg9VXV66bu0z5j6pkUo2fcrO0aadqBy3yMkaGokpzUNeTkj75RGrdOunVAFiEJk2aFH399ddfi6Z4pPjnNm3aqDw4lAMAuS41KaJbt6JpHsgys2ZJf/0ltWiR9EoAILfce2+MbN51V+mnn5JeDYBFWHPNNYuCFK+++up8zTc9zaNjaju1jMigAIBc9/PP8fWYYyghyEaDB8fXcn5AA0CV56yJl1+W2rWT9ttPGjIkxjoDeaqgsLDolKnHKo+pU6dq1KhR8zXG/Pjjj7XiiiuqefPmOvPMM9WzZ0+tu+66RQGLSy65RE2bNtW+++5brsdhSxYAcl3TplLDhlKfPnG0HtmFCR4AsPTcdO/pp6XPPpNcxjh7dtIrAqqk4cOHa5NNNik62dlnn130/aWXXlr083nnnafTTz9dJ554otq3b18U0HjxxRdVp5xBRQIUAJDrnDXx4IMxLspBCmSXDz6QCgpo9AYAS6ttW+mRR6RnnpEOPZRgPPJXYebHjJbVtttuq8LCwoVO9913X9HlBQUFuuKKK4qmdsyYMUODBg3SeuutV+6XgAAFAOSDlVeOr5MmJb0SLGjkSLfIpvwGACpin32kJ5+UnntO6to16dUAqCRsLQFAPkh1SL7rrqRXggX99pvUrFnSqwCA3LfXXlLfvtE88/XXk14NkH7zCjN7ykIFhc7LAADkvHF1VlCTmX9on04Xa1qNuv+cP2jwhYmuq0qbOlVadtlISX74YeWrxY3JrLH6ooMzA7/vXUkrApC3PK1qu+2kzz+PBpou/wBynCdeNGjQQDuufaZqVM/MSO85c2dq0Ld9NHnyZC3nTM8sQQYFAOSJ69Y/sOjrnr+8n/RSkJIat9WpU9IrAYD84HI596JYZx1phx2kd95JekVAlehBkSkEKAAgV44YjRghjRkz/wfKjBnSRhtJPXrolzoraJ4K1HHCiCRXipLeeCO+7rpr0isBgPyx/PLSK69E8+GddpKGDk16RQDSpEa67ggAUEk+/TQagg0bFj936SJtuaW0+uoeQh1prp9/rlQBweh6jZNcLRac4OGjfeuum/RKACC/OCX9xRelPfaQDjggPgsbNUp6VQAqiAwKAMhm06ZJW2wh/fFHzIHv1Uu6806pc2fPe5KOPTaud/fdGti4raZVr636c2ckvWqkfPttHOkDAKRf/frSo49Kc+dKJ5+c9GqANCjMYHkHJR4AgPIqKIhGixddFCPWLrggsiZGj5Zq1Sq+3j33aFDjNnpt5dZqNv33JFeMkn7/XWrePOlVAED+atJE6t07RpB++WXSqwFQQZR4AKhaPvpIGj5cOuGE2PnPdm+/HV9r1iz6ss3u1/1zUfXtLtOq0yfotmG3qP5bb+lGvaWh9dbRqn+NV80x45NaMVKc9TJ7trTxxsp3r8x7POklAKjKDjlE6tZNevBB6aqrkl4NsPQKM9i8kiaZAJAFXBpx4onS9dfHz4MHx3kulXADyso2ZYo0fXrZrz9zZnwtZUTl3GrVVXvubNWfM1Ojll1Fl628t2YX1FCdwjlacc7UNC4aS+Wll+LrVlslvRIAyG+1a0sHHxwBCjeVBpCzCFAAqFrOOiu+nn++1KFD9HFwRsWzz8Zc9UmT0vt4ros96KAox3CtbIMG0jLLFAcelhTZdvMvdyl3/4ltt9WGk0bPd5VvlmuqIY1bqdm037XFtFFqMmdy0flbTB+V3ueB8mOCBwBkzpFHSj/8IL31VtIrAZbevMLMnrIQAQoAVYuzJdz521q2jIaTn30Ws9R/+y3GdqY7QPHEE5Hq74aX7drF+bvvvvB1x48vzq447rhYZ6dOcZutt5Z+/FFXfXC/asybU3ybggJd2fowPbLm1mo9Y6xazPxFH9ZprjeXYWpE4j7+WKpeXVpttaRXAgD5zw2lPd3Kn+sAchY9KABUrZ4A330XmRPjxkn33hvnT54sDRgg7bmntMoq6X1MZ06MHSs1axY/v/++dOqp0q23RsaGy00cFJk4UbrmmghSHH201K9fXH+ddSKA4tOsWapWs64KFgh4z6peU/est4sGzG6l5eb9pfE1lk3vc8DS8XttxRWTXgUAVA0e6exG0p7mseOO8VkK5JrCeXHK1GNlIQIUAKqOpk2lv/6K7485Jrp9u1HmBhtIZ58dfSmeey4CFenkI+jnnFM0aaOohOTyy2MSx8CBxWUAJaWCE8cfL911V3zv/hh9++qSN/7Q7Oql/+ueVa2GxlcjOJE1HHTaZJOkVwEAVcdJJ0lDhkQZJwEKICcRoABQddx0k9SlS3zfv790333x/frrS6P+7tnwwQfpD1CYu4vfeGNkT3hm+7nnRpmHp3M4KOLeFD5NmCDtt19kXbjhV4pHVV57rT4uMcUDWcwZOnPmSK1bJ70SAKg6fNDBI7ndWNoHBFZYIekVASgnAhQAqg6PFj3qKOnrr6WHHpLWXDMCEg88EKn4L7wgtW2b1ofccv8b/vn+f7WW0QqpaRzXXVccKHHX8WWXlTbfXHrvvQhgtG8v7bZbuR5rapumpZ6/64p/B2VK8eJEanUrdYLHNtskvRIAqFrWWy++jhwZJZ1ALilkzCgBCgBVbxTZxhvHKcUlF56w4SBBeTnjwcENH7VZgrtb7KxzP3lKt7fcTZ81XEN9xw2KruPmx/7zz/j+9tulrl1jesesWZFlgdzi8bXGBA8AyKy6deNruqdyAcgIAhQAsGBjTDet9BhQBw3cdKtkpHnKlOgt4FFmV1whvf661KqVdMopMSHEI0QX4em1Oum5NTbT3IJqKiyoJg0ZGc0v3SjTU0Q8sSM13cPn9+0rvfaatMsulfXMUVk+/VSqUUNaaaWkVwIAVYuzIt2gesstk14JUH7znNWQocyGLB0zSoACAEo677xolmnOiqhTJxprbrRRBA1K8g6oj5DXqyedcUb0l3AjTveS2Hln6eKL1XDGFO39/TtqOWmsZlavoTnVaqj+7L80etnG0vhj4n6HDVt4HR6VZvOys8MylmD0aIITAJBpTz0l9epV9PlblBkJIOcQoACABY982yOPxPjRQYOkxx+Pcgs3z2zTJppuuayjRYsITtg330SAonr1CC785z9Fp8erVVeteXP1W50GmlBnWU2vUbvotPsP70eZiRtnHnbYwutwg8wrr4zAR7t20t13Fz9WKVpO+kEdJ36lB9fdTtNr1tEWv3yhw0YN1gUdjs1UHB4lObXYPUUAAJnh7EaXTW6/vXTZZUmvBlg6hfSgIEABAAtmRThrwmUehx4aUz8cHFhSf4p115Vefrn4Z5dlPPecHhk6Wk+v2VG/1Vt+vqs3nj5JT75/e8xrd7POBXdmHeRwo8UePSJY8sQTUuPGGjB+in6ts7x6bXywxtRfueiq1efNVa8P7tPys6drtzHDNaN6LTWbNr7osn1HD9NTWjVdrw7KwuU/znzZdNOkVwIAVYezF7fbLj6LBwyQDjww6RUBWAoliqsBAEXZDO4AfswxERxwmcfSNM/0qNC779YdrXZbKDhhv9ZbQfr4Y2mDDaSOHaWWLWMsZUk+3xtaX34p3XBD0RSS32svp5aTx+qBN2/U4IHn61+fPvpPcOK7ZRur0YwpmlhnWf23ZUwAOWTUENUsnLvULweWgqfBGBM8ACBznMHoEo+DDpIOOSQOLgC5prBEFkWln5SVyKAAgJKOOEJaddU4CuMSjgoaOuDcxV/hzTel1q2lESMiCHHBBQtfx+v4ey0bOG3V2R0uM5kxQ7v+9GFcZ9dd1fXFZbSCZmjixLrSRKmNmqjDrHE6b9bLuqKgo9Yu/EOHa4S+0Qp6ROsvevKIy1WeeEKv3/yIWk36QTe32ltDVtnon4trPf/eIp/OK/MeL9Prktfeeiu+ug8JACBzPPXKTTKdTeHR4i63O3cJn8MAsgoBCgBYUPv2cerWTXr11ahp3WuvytuYcp8LB0WcKVEWqcadv/wSGRbff1+U8VG4VndN1N/j1ST11Ob6n57WVvpJVxYOVUtN0HKara31k35UfQ3Vagvf97ff/jNDfru/z7rygwe0zR7XlmmUKv6ewOIO8sstl/RKAKDq8fQtT8FyIL979whS9OzJZxiQIwhQAMCCPCp0yBDp0ktjosdjj0m33hqdwd2w8vTTI8MiXZ5/Pr6Wlj2xpPGoHm26CDMKaui8wq10nd7U5hqn77WcblQ7Xa5h6qF3dH9hy/lvMHBg8ZhTSX1a7aORDVZV9cJ5bNiVx9ixUqNGyksTJsSRSfdqAYBs5c+sq66aP0hxyy3zjw4HslEhTTLZwgCARWUpXHddNLvcaSfplFOKdz5d4+rAgKdquMmlR4VWxNprF9fPptlHBY21c+EBaqi/NF515TDDfWqpY/SldtCY+HDyhpy/XnNN3Mg7oJMna3KtZfTFimukfU15748/YkJLvvFkmjPPjFG6LmNZg/cGgCzn8g4HKU48MSZz3XdfZC4CyFqEEQFgcXbYIY68OAjhSR1ffRU9I+6/X7rtNmnLLaW5FWxCmcpOmD1blaGwoEDjC+oVPY6/f7CgpV5Rc62mqdL++0cq7I47RtaIe3C4+7mXla3dk7KZe4k42NO2rfKKs4gcnPCY3Z9/lj78u/cJAGS744+XHn00Roa7gfX06UmvCFi0efMye8pCBCgAYEmcUfDpp9LIkdL66xdP37Azzqh45kPz5vH1jTeUKTeovT5XQ+mZZ2LH0x9STz4p9e8vffBB0XWm1qiTsfXkDY+GTQW2spmDKM4KWnFFqU+f6IOyYIDM1/nii8gIcaaQu+Knxva5z0aKp89UNEgHAJXJ/7v+9z/p9deLmkoXZVMAyEoFhYVZWnwCANnMPSlOPVVq3DiOJjvtffToaFjpnf3y7qAuv3xM55g6NbP1/d75dIAlNUrVR5bcJHPNNbXbhK1KvcnAL6/O3PpyjcfbPfFENDF1mVAmOdPnuediw3vzzSOLI1W+M3FinFxO5Brs22+PoMOCgbLBg4tLN668MvqwWO3a0nffxfsk1fzTPVncRNbBjdVXj2CG+7cAQLZ6+21pjz2ktdaSXnwxf/sFIedMmTJFDRo00I6NjleNarUy8phz5s3SoN/v1uTJk7VcFjX2pgcFACwNH332DqB3BD2Bw7zjl0qXO/ts6cYby35/XbtKd92V+eaDDoykjBkTdbo//VR0tGnV/03QT7UbZnY9uc6TWByYSGdw4oUXoobawSu/19xU1cEs11H75PeMgxP9+kWAzD87q8FjTjfcMFKb/Tu1lVeOMg1Pf/F7+OabY6ysM4L8+//117iOs2ruvDPuw9d1eZODcHbTTfFe7dEj3v/2ww+ZD8gAQHl16hSBWP9v22or6ZVXpGbNkl4VgBIIUADA0urQIXbynE1h114bR5IPPljq3Tv6OrjJZlm6hnsH0RMSvIPorIwk+Ii5SxQaNixqiHhNjfo6at3Tk1lLrvrxx/T+/nx/PtpXkgMBDiy5JCN18s/uk+KMhlQQ46yzIrjgbB6/H310xOnNd98d9+OMB783Xbbk27dqFe/f446LoIYzJM4/P8qASvbU8BQbn5yZ8eab0jbbxPnukO9SqBNOkDp2TN9rAADp5CbG/t/lBthbbBFZYH+P1wYSV8gUDwIUAFAR3vHzEWvX5/vIjD30kHT44TGy06n0J51UtlKLVCp9Ug49VHrwwThSL2mlOVN183f36KLmh2pKjXrJrStXOHvmzz8jcJUun38eXx95RGrZMqbIbLJJjJhdHDeC8/vPQa9U5oNttllMp7GSjeKcDeGAhu/XPVfuvVc65pi4bN99S38Ml4+4pjvFWRcuF3LKNAEKANnMWWGeRuQghZtdOzjv/60AEkeAAgAqwgEFj18s6bDDIrXeR2lcuvH00xGl9gaRSygWHEv622+RZuqj2CVLLjLNR9odKHHDQx+FnzRJ68z8lVkeZeXmqf49t2u38GXObHAphbMTatUqW6mIMx5SAQq/d/y+Kc9IW783SwYnzE0xvc7hw6V99ik+v1u3CLA4aOHeKi4pKQuPpr34YumTTyIw4fV9+23Z1wgASfHnnKdX7bZbZDy6z44DtAASxRQPAKgM3lFzyruNHx9p+W6e6KCFa/hLcoDDO7CpCQlJ8s5z3bpFDRUHNdiw6Kx/j+6nhrP/THpl2cU78v49/vJL8XkupzBv6Jbkkgqf56aUzq5ZkmefjXIL10V37x6ZEy69SBePyfXYvZVWmj8bwn1THGwoa3DCnDHhDfqtt47n6eCW3+eXXRbPwxv/LoHq3DlKQfx8HKRzKRMAJM3/B13G5szBVLkmkKR5hZk9ZSEyKACgsvhItE8p7hXgpoL33y9tu21xsOLf/5aOOCKaEmaR2xrvpLmqpl0mf6r+o27RbY131LMrlJIdUB7eiXdPhXT3aqhs3qF2+YZ3xt9/X7rhhujncN99McXF3nknvnpn3b76KoISHh/r33fJMbLOVnC2RWpErUs33OjSmTce9+pMmv/+N8qHPBKvXg6U2Dgo4QwcZ39cdVU06jQ/Bzfm9NFKv27mAEku/f4B5C9nmh17bDS2dpYb/5uARDFmFAAyqX9/6aijIn3/gAOi1t87sW6wmRr1mW3uuKO4j4aPvg8dGpkD3ohb0lgqH5VyXwuXuTiLxF9typTMPV+X0Hgn2eUNi+Kd6ocfjvW60aMDKKedJo0bF7+jkpkS5owGT67wqLpUSYObTfp206bFzrlLPXx/V18dpRCesPHRRzHGc88943ZuVOnSDwerZs2Ksgsfzdt//whU5CpnUjhzyCe/Rs7KMT9fB2H8d+CgXJrtVO2gUs9/Zd7jyke7tLus1PML5vw9TaiEzSd/ra3/+FLb9z47+os4awZ5Z1F/A/n8d5AW/l/vQKr/P7kfRSp4DGR4zOgOK3TO6JjRVyfdn3VjRinxAIBM2n774h107/h6J9alINkanDCn5PuIv4Mo7jXgtbrjuXc8nUFQstni77/HDvk550QAxkemPOnEtx89uvh6mXq+DgK43MbNH++5Z+HL3UTSR8xcUtGzZ2yYerKFyytc8uDfjZ+rAwyvvSY9/nhkRjjY4Nu5Zrlv3whEeJSnH8eXuxnlZ59Fc8uJEyMw8a9/xe/dgRBP2fD16tePCS7eoTcHJy6/PMokcpk37h3A8uuaCk6Yf/br6SwUZMwKs6fqstGPafs/Po/3rTNZ/Hebet8BVV2TJvG/2eWWnmIEIDGUeABAJnmH3an7l1wiPfCAtN12ZRtDmjQfbXWmh3ewvSHnpo3uneG0WJ9atIgdHu/we2fdO/jOKPBkhy5d4mdfvswykUGQqcwJj3mtWTMmWriswIEDHyEzb4yecUZkO/TpI+28czyPFO+8ObDi25cm1cDSmRY+pQIiqft44YUIQKU2dj2y0ydz2Ub79nH/7iDvUXf+3q+vX6t850CXAztuIpstRyqdUOr3rzNtcuFvshzmFFTTrzUbqMHc6aqzzZbSeedJF10UASM3TM2W3wGQJH8eO0vQpYiexAUk9Vk0jzGjAIBMZyR4pz3XUqyd9eAsgxQ3PUwdHR8xIvpruBmid/obNlz49i7xcNaFsw5czlCWaRYV4bW6r4N3wJzB4PISBwDM/SS8AeqGkF67gy4L8k7b4nbc3BTSY2QdcPH1+vWLCRmpxmsOjpgzMRy0ccAk9dq48WVpO8FVoYO8g1bOqnFPDr92DgwtKgiUKe4P4+wmly85iDVsWF4FKf6sUU/nrHOMbvrmLtVx7xQ76KBo2jpwYJQcAYggxVNPJb0KoErLn09fAMgluRacKI0DDu654LKIGTNip87lCaUFJ8w7fG4Q6sCE+w+4V0NlGTBAuvlm6eijpTXXjMdde+3o9eBAwptvxvXcoLS04ERZOBPDJSDnniuddVYEQZwF4aaZLgdJ7eC67OO226KnhIM6vl0e7fyWmzNx/F4x7xgfemgErFJHcyr7iI4zY5z94t9VijNfHJyw996LgFMq2JQnxtdaTv9a+8jiv13/fZh/Fw7SZemRNCCj/LlUsiwNyLTCwsyeslAV3kICAFSYJzP4CHjt2mW7vssZXPLw3HORXv7WW5WzLmdOWOrIsKdweCfUWSDO8vAkka22Sv9oVweeNtkk+l5g0dq2jcySRo0imOReHC4JcuCm5OSbdPPGmBu++vfjUhr3Y7jyyshoWZCDbXnmhzorRz8VBxRffDHOdM8YP39nVEyenN4HdJNUN8l1hgqQCwYNWnhUNICMIkABAMisffeNI9geSemARepoekWkmv05M2LTTaOEpkMHqWPHON/ZC55csPfeEaBwWrtLDNwTA5nnkg6P9HPZi98LzmRxGUwqxbqy+HFcmuPyHwenPLHFvVQcuHBmR2r8q/tQuGFpalRqPkll7ziLyQE1B2kuvlh65ZUIHJ1wQtTgp8P110tHHhm9WNx80IERIFu5/NANkAlQAIlizCgAIBljxsS4TnOpiLMxSgYcPPrTqbbrrBPneUfWtcEe+emyDJdVOCOid2/pwgujtOTnn4uPfl9wQeX3uUB6e7P873/xO6yMEqiZM6XVVovAhEtu/rZrm0tVrXCe5hUUH7M54Ldh6vLLoOhb4tGvi+LGr57C4l4ODrZliV3a9ljkZXNWrK2N/vhBx377itab/KMO3foCTam1jJpOn6AH63wUf3d+/T3+tqKp7g7+uOdISQ4MutQJyDZ33hmNez15qSr0A0J2jhld9gjVKMjQmNHCWXr1zwcZMwoAwD918CnecXRvhubNo9lmql+Ep4U48ODmmi6duPTSOBLbo4fkD1PvSDkQsdtuxcEJ7+j6egQncsthh0njxlXeiD/3SnHJgXdAFlAyOGFr/zWuuDTI7zE3PPUYWXNWhe/LJRLOyBg7NrIRcmRk57xq1fXJimupR+sjNLdaNXX/4kkVFM7Tz/UaRhbF4MHxvFM9KioiNU7YjUdTVl65OCjZrZu0336R6eTMKmdyfPFFxR8XWBr+bPF7leAEkCgCFACAZHhHxSm1Hrd6773RE+KooyJjwkEKN7M8/XTp4IOjkaJHgbqB2ddfR52wz7Pu3aPO3TuOzrDw+ErkHpd2uATHpTjvvJP++/f7yr1SSmRPLEqraWPjm2efja8ueXAQzTvVngrjMbEOinmH2ny+37/O0sgRk2vVV8+NDlOn30fokNFD5n+d3KPDvTlKNhItLyfoerSv+XfqIE6NGtHrwn/L7gFy003xmrn/yF9/xQhmp9c7kARk2rvvxt8xkKRCmmQyZhQAkBxP2PAptROzIAcsSrPDDnG67775G3T6KCxyl/tSuC+EyyWuuEI6//zFj3otDzeCdPDKPRbq1Yv+CIu478vXPFidf3lDHRwMu+qq6GvigIR3qvffP67kBq/O7mnaNDJ6nE3hRqylNdzMUu822kADmnfSkd+9rhebtiu+wAEYT6Vxpoif99Jw5kmnThGIdH+PY4+NLKmLLoryLPN9v/BC8W2cBeXMKf+O3DcmXb97YEncyNVZUs7iA5AoMigAALmrrNNDkBt89N69D1y24+wET3q5/fbo9ZAOPqLv0gX3RvAkl6++KvVq39Vtoh5rHRprcX8T77A/8khkeLgEwpk93vn2kX+XMZxyStzQ/S18cvaBeSqGg2iPP65s9cBa26uwoECdvxtUfOY550QAcPfdI+PBO24+0uYSHJfi+PzUpJzFcdNNBzpSJV2HHz5/VoaDECU52OMmpu5F4t4f6Z4qAiyKs/ichbfttkmvBFVc4bx5GT1lI5pkAgCA7Ey3vu66aFTpniTuj5BqqlpR7h/xd2bA0S1O12+1li/9ah9fUbb786aUJ8K4TCHFJUguEXFwxTXtnlqTBU0yZ61Ub6HzDvl+sLqMeknVR3wZQZfUc3r44RgH69Kq1JSVlHPPlU47La7nqSz+6jKY0ppkOrDRuHH06XCWk8cMmwM9LvNYkDM3/Po5YPX++0vzEgBl5+ky7nfkzC2/54EEm2RuX+/QjDbJfG36I1nXJJMABQAAyF7OcnC2g3sVuBdEukooUpNCnAFx//3RrLEiHJwYOVLaeecYn+rSpTZtoi+Kd9JdApLNO2ieRuJGtF5vSQ6suCzj1lujqaUncPj18hjWBXlkqX8/HuW70kqRIeGMEmeipKbxmLNKXPJhI0bEYy+of/8o8XLPkD33jMk97mEBpJuzqvw3+mWJAB2QYQQo8j1A4afkKL0/yLxh47oyf2BSywgAQO7xaFnv+Htn1k0U3RfC5QMV4VICH/H3aEHvSP/rX3G/FR1x6h4aU6bENICePaPcwxkBO+1UOeNT08WjUt3I0lkfe+218OUOVCxfItPEkz7eey9+N852adEinqufu793MMnBjBVXjOst+NydEePMCpd9lLZ9lhoLm2qYWa1aBHyclfHhh1Lr1owrRcU5w8kZWv6Jh8zVAAAqXUlEQVT/4sAbkHSAou4hmQ1Q/PUoAYpKd801kS74++/RzOr77+P8I4+U7rqLemUAAHKRd3y9E+3PeO9UuDeEG9q57MPZCv5891H9du0WLjVYHG8G3XCDdN55EaS4+ur0rdkZByVLGLJ5W8S1yAccEIGDoUMjGFBe7kvx+utR+uHAhbnZ6SWXLN2aXFbiST+ekuJxrm5s6kakKf59OQjk4AWwtI153YzXDXEdqAASQoAinwMU/ufipkqXXRaplq4ncx2jn6bTOP3BWdGjLgAAIBneQfURfu9QpBp8rbBCpGZ7PGmHDtKwYeXPVnC/C++ouAHkE09IdetWfK3OAhgyJLIJHARJ7XS7X0U28naTX8dGjSJDYmkzPlzS4WkntWpFsCMdr2WqFMVp+F6XRwt759I9KhyUAsrLf4sObrq86447kl4Nqrh/AhS1D85sgGLmY1kXoMi/kPPBB8cGgY9SeGPANY/uBu2Z23/+Gd23AQBA7h6I8E6qd1ZHj47Pdfc88ASIk06KcoOlmZrRvXtkY3jspTMwPPKyopwp4dIOn8ylHtkanDCXZpgP6lTk+JUbDn72mfTBB+kLTqQmgXjkq3tlONPFr+WgEtNHgPJwdpMzszwxCEDWyL9uQ/4gdKOqfv0i9W/B0WTlSfsEAADZyZMjHFDwaeuti893acHJJ0v16kVzxbLyUflVVpF++EGaODF6I7zxRnrW2rFj7LQ7q8C17m76ecwx2dcby30dxoyJU7aXTTg7Y5ddooGnAyGevlCWJpo+iJWNJTbILGdb+0Bmly5RKgZki0IHhzM0/jNLCymy/NOnnByYuPba6AbtbrzeaHH3Z6cXuqbSc7ydYQEAAPKTezx459VlIA4CuFShrN58UzrrrOId2XRxiemrr0rrrSc9/7x0wgmRCeDsTpesZMNGop/7Rx9Jl1+e3qyHyuSmhp7A4CanpY0rtU8+iYCQA07OknGjz1atIqvFB7JSZUKoWjxVx/sN7mUDIKvkVw8KByF8ZMJcQ+rSjmw/AgAAANLLkzR8wMLbBd4JadAgdkg9uaMs2wVu6ujmi9ttJz39tJSu2tw5c6RZs6TPP49AgMsT/LOzQVxa4gkli+N0dDcD99d99ol+ES57WHnliq3LO+neaffO+1tv5d62k5ty/ve/0YvC00Z8RNx9NPy7f/HF+NmvkXtsuEeJe5b4em6qevbZxf1BUDU4Q8q9JxwodB8TIIt6UGxX40DVKKiZkcecUzhbr895Iut6UORXgMIfqm6K6cwJHwXwBxAAAKiafvstmt95uoSPmF5wQdlGiXrT6Jxz4jYuHXCz7crg3lgOonjahzlw4WBKSV67d6I8yaJ//xijvsYa0X/DvK3jHa6K8Dj2jTeOnXY39NxoI+Vcur7LfPza+EDV8OHxerlfyeabR6aES35KC2x4rKpLWlB1OGvCGTeeEFPR4B6QJgQo8jVA4Q+mgQPjQyqLXmQAAJAwZ1Q4QOEdcWdYLqnu3JtHLhNxAMG9DhzUcJaBS0B8dD6dvIPsoIADDw6G7LCDtNlmsYZ9942daGc3eMfKP7sBuKeS+XouG/FEk3QEc3bdNcazO5vDfTPynTNlPLrUTRIdwDj1VPpT5Du/z509ccYZUq9eSa8G+AcBinwNUAAAAJTGmzueotG1a2QpvPaa1LDhkscQ3nJLXNd9rDw9xL0MPOIy3XzU332yPD3E/S+23TaaaLp3hUsRHCwpmfnh5+KAwn/+Eztb6cpEcGPRDz+Mk0tI8tkXX0idOsUBLpfabLNNBKSQv5wZdeedEYhb0t8/kESAovr+mQ1QzB2QdQGKHCsyBAAAWAreufcO/XPPRfq/syE8ktS8czp2rDRhwvy3qV8/dv4d0Pj99zjP0zgqg/snuGHmtGnSgAHRr8JTKe65R9p774XLUtxfwRo3Tt8a/Dwd+PDz9hjPfOf3gJuouozmyisjEIX85eDfrbdG3xGCE0DWIoMCAABULR5F6p1+91w45JDoS5Hq5+B+Vi1azL9Ts+qq8b37W7Vpo6wwY0asy/0nnHlx++3p673lMpNHH5X22y/KShw8yWd+H6QalDqTBfnp9NMj+8nZEwv2egGyJINi24L9MppB8UbhU2RQAAAAJGqVVWJHZdSoCE64UZ53yN1/wFkWnpKR4oyGFJd5ZAtP73DJyb33RmNLB1rKM1J1cfr1i4knn30mtW8fYzpLvib5xJkqntbihol9+ya9GlQW93lxw9xzzyU4AVRQ3759tcYaa6hOnTrq0KGD3nvvPaUTGRQAAKBqcvNJZ0x45Kd3+I8+WnrgAemHH+ZvouleFO494f4EPXpEs81s4rKVI4+M5+AMgNVWK9/tvSlY2mQT92Z4/HHpxBMjw+CRR6RatZRXXEJz/PGSN7AdjEHW2W298xd52cCR15btTvwefuqpyJ5wCROQrRkU2iezGRR6plwZFI8++qiOPvpo3X777UXBiT59+ujxxx/X119/rZXTNBWHDAoAwJJ3Xnxk0Q3zjjkmjjgC+cBlHp7u4R1785hya9s2Ahcp3qHxzrknaHhk5ccfK6u4seVXX0XwwJM9XnyxbLdz4OWII6QmTSITY968+S93k06XezijwkEQT0DxxAv368gHfs08avSggwhO5DNnx/j97cAiwQlkuTmaXRQ4yMhJs/8JjpQ8zXSj5kXo3bu3unTpomOPPVYtW7YsClTUq1dP9zjYmyZkUAAAFs9HnNZaq/hnp31vuKH0wQcx1tnN9Lp1S3KFQHrMnh0jNj1+0v0cBg9euFeBz99552gmmW1GjIgpJUOGSP/9bxw1XtSO+VFHxY6bG4S6xMGjV7t0iTT40vjvvXfveH08ZtWZGllUs7xUPCHFmSEnnxxB2NKySJD7GRQOrPvv1U1oPU4WyEIzZszQmmuuqXHjxmX0cevXr6+pDlaX0KNHD1122WULXXfWrFlFwYgnnnhC+zpg/7fOnTvrjz/+0DOeOJUGNdJyLwCA/OWdkZJOPTWOInu6wfTp0r//TYAC+aFmTWmffWLcZufOkT3QoYO0xRbRHDM1OeOAA5SV3NzzjTeiGaADFUOHRsbDeusVX8dBF5ey+LmeckoEKnz5TTfF37EnHGywwcL37awS9+0YOTKaZros4rHHcnun3tkm118vde8eO7DLLhuZYrvsIq2xhrT99nE99/bw9dyMdLPNkl41ysrHYF2i5LKtPn0ITiCruZ/D999/XxQEyCTnKhQs8H+8tvsxlWL8+PGaO3euGi8wPco/f+XAd5oQoAAALJ5TYtdZJxoKmo/O+pTiy/yBmm+16ai6vAPvkg43zvQpJVUK4gka2cobmv/5TwQZevWKoMJhh0mdOsVz8d/uVlvFTluqpMVOOknq2TPGMDpYsSgOZtx3XwRp/Dhnnqmc5qaJzhBzwNUb3R416sCLOVDh5qDDhsXPd94ZAZ7KnOTi95YzdVx2g6XnQJrLd9w3xtNoFpVNBGRZkKJO6nOmCqMHBQBgyXwUynPjN9kk0sFd8+4U7512ijTpZZaRBgxIepVA+riUwSM83TDT/ShcyrT22nGZMw08QSNbuXeEd86c0u5gg7MqnPlUo0YELF5/ff7ghPmImUsdvBPunbvF2X9/6ZxzIvMgm1+HsvLz8ZQH/55/+y2ag3qKiTNpvv46Xjdftu66UseOEcByIMPvj3RyRpqzOhxc8vsOS/caOmtoo40iqO7SJX82LeKIMICyW2mllVS9enX9usDEKP/cJI1BVXpQAADKHqRwLa8DFZ98ErX4zpxwzaFTn30k0mnQSzMtAMgFLvE4/3zp5psX3+Mh23iH20fmHUhcHI9Ubd06MgmcaeFAx6L4b987fS6Defhh5XVfEgcqVlopMhtuv126664I/qReB5fLVOQ95QaODoi5+eqkSdLyy8fvweehfFN5nAnzyy/RENOnunWTXhWQVzp06KDNNttMN/tzUO6tPE/NmzfXaaedpgvSNOGKDAoAQNm4071Tn93BP1Vr6LIOn7/qqrGh7ss8jtGZFq5t98Z2ynXXSdWqRY27j3IBucY7O85IcKAtV4IT5kDDkoIT5ut4Z9klDS7fWByXPphLYb74QnnLwQcHJ8yBA2+AO8PEgSpzo9Dbbiv//fp/6YEHRiaLe4Z4OpJLcZzt4gwAlyY4i4LjiGXj18z9Y9yHxe9Hjw4mOAGk3dlnn60777xT999/v0aMGKGTTz5Z06ZNK5rqkS5kUAAAyu7HH6PnhBsHtmoVG+pOe3dNesnGTltuGRuJTvnzUa0bb4wjj6mdJWdRuPHgk09GRgaA7OESFpd6jB+/+MaCb78d5Q7OvPBkn803j53sli1VJbz5ZmTSPPRQlBGU6Go/H29qf/55/M90kNa322ab+N+Z6o/g/6spDgB7R9v8v9NBXSyay3Ic6PH71n1XyNIDKtUtt9yi66+/vmjiSJs2bXTTTTcVZVakCwEKAED5PP10jBt0bbYzJz76aP7LXfKx114RvHA99U8/xflOBb/wwjiq9fzzUcPuOnl3VweQPRxcdMDBR/E9hrMkbza6ZMRfnV3w3nvRMHOVVeJv3uUQ7tPQv//844nz1bx5EZDZeOPi5polPfFEBHFcyuGj+u4vccghkWXm13dRAVqX2HjMn8f/vfsuO92L47HAnibljBMC3kDOI0ABAKgYHxl0ivP778fJRwidKu4NdjfU9GQA84Z2yTTz446Ljff774+jiACygzcNHXx0cKJfv+LzPYrT41fdIM2ZUD7yf8UVxSUQ7nMxcGA0z/SO+2efla20JJf9+Wf049l55wg+ODjjsjdzKZsvc0DHpwYNIoCT4oyLp55a9H0/91wEe1124/4/KP31b95ccnq5A+cAch4BCgBAenjD2x3TnTFRslGSAxY9ekiXXrrw9T2uzyO1RozI+HIBLIZLPByAcO8Y95VxoOKii2L0prOhXO6V6ivjkgVnXKR4eoKnKJxySpQo5DM30ezSJUa4psbPvvOONGGCdNZZ0ujR0gcfRFaKX7cFLWkz3NkZbs65667xOjv4c+SRUXrj27q8xqOgqyr3QHFZkbMnHKgAkPMIUAAA0s8b6B7N56OoHtfnrvcOXuy++8Ib3+3aReNBp4vn+9FWIFf4b9eZTf67TW0qOpXeZQcOSqRq/13a0bev1LXr/Ld38OJf/4r/Be3bK+/5NXLGSNu20fDSnE3h/3/uJ+HL3afCjYMdVDjzTGnbbWPk6+K41OOIIyIgVFKqz4+DF999J62xhqokN3P1+4zGy0DeIEABAKj8HZ2tt44UZ08HKMnn+6hgaiLI8cfHBmdFxvYBSB/3Tbj66mjU6AaEJblsyyUMrv93P5mSXn01SkR8u3zPoijJQZuff46AhMvcFjWq1RlkDvQsu2zZ7nfixGjI6UwV/x48Cta3feCByCBwL5+VV1aVc8MNUWaUmioDIOcRoAAAVD4fLXTgwanOm25afL5LO5z2/Omn0h57RPNMTwbwkUcA2cubj56a4J1mN8f0FAWbOTPOcymCA5Ce1ONRnEg/j3V2I+JvvokSk4MPLt/vLx8ab3qCijNM3IuiKpe6AHnk7xw9AAAqkRu9mWvSS8bFnfr88cfSmDHRfM8efzyyLgBkL5cu3HxzZEe4ZOHllyPV3uMy3XvBTQsdcCQ4UXmaNZPeeCO+dxNNZ7I4a8NBIWdylOTfUevWcT039HTvn6uuUs5r2jS+OmsFQF4gQAEAqFwu7fDRPfO4PI/WK8lH8byh7akB5o1sp0U7UAEg+7je39N5WrWKscL+6uaZ99wj7bST9OWX0u23R9kWKpf7+5jHmDqbwH0wDjxw4akfbtbpTDVPTfJ1vWPv4FLJKS25yJNRUiUwAPICAQoAQOX66quYCJBqirmoI6qdOkXmhFPDzenKPg0enLm1AlgyZ0d4aoKbNPqrd5K9YzxuXAQp1l8/6RVWHc5a2Xvv+H748Gg4bB736gkjKan/o76O+/745MCwsyjcY8TB41yq+vZnhUuLPvoogtz+bAGQF+hBAQCofGecEengTkd2h3tvEHvj+L77Sr++u9JfeGFx5oXH99WundElAyiFG2OmGjv27i2deiqZEtmS0bLSStGU1E0jPdrZPSpWWy0mfThjwlkVt95afDuX4ri5ZoqDw56+kgtOPjmydMxlLZ98kvSKAKQJGRQAgMrnnRh3mPdYPXf2f+21SDVeb70IRixorbVivv3QofHz5ptLEyZkfNkAFuBRwA4cuubfO7gEJ5JXr17xpBVzrwn7/PP4OmtWlHVsv/38t3OTU/8unf3iRsYur8uVXg6p0o7U5wOAvEGAAgBQ+Zzy7Y1lT+zwkb133onz3X1+yJBF326LLaQHH4ya9g4dpA8/zNiSAZTC6fQuvVpllaRXgkUZMCC+PvdcBIIdFHZfH4+ELWmNNeJ36dGlhxwS2W25EAh26YonQpUsDwSQNwhQAAAyo1Ej6eGHpcsukzbZpHgsobMrvNOz4opx2YIOP1w6/njp22+l227L+LIBIKe4jMMlck8/HWUdLo97//0YSbooqcBEycyE0rgZ5UknZb43kCvSb7klsus8gWTQoOLLGEsN5BV6UAAAkjNpknT++cVNNM3TADzBI1Xnbg5sOFCR2pB2MAMAsHi//x7/L51BsTgnnBATllxyt6jruv+IyylGjIig8jXXSOecE99XtmHDIlOibl2pV69Yw3//W9wwMxNrAJARZFAAAJLjlOM77oijcu7GfvHFsSF6wQXzX++ww+JooLmPxZQpiSwXAHIuc21JwQl7++2YBrK4606bJv30k9SmjdS1azTV9EjTyv5//PXXUYLSvr30yy+RvZEKTjigTXACyCsEKAAA2RGo8EbvlVdKG2wQvSa8MVzSPvtIr74aG6ve6Hbq8uTJSa0YAPKHg8RuZLw4jRtLL70UvYM8Yvahh6LUwhkanqTh0aXpTsy+8cb4THAjUPfW8P99B6svuiiyKbbeOr2PByBxBCgAANnllFOiiWb9+jE+ryR3oR85MjrWP/WUtOmmUVsNAFg6/h/666/RzHhJNttMeuEF6b33Ykz0u+9K//lPjIJ2sOCII+K+fvut4uvy9BGPTDU3xfzxx2j86WkjzqjwZBIaZAJ5hx4UAIDsk0rZdQCiYcPY+PWGqCcH7LST1LJl1EofdFBMB/ERvebNk141AOSenj2l3r2jX0VZykHMo6L32ENaZ53IaPPEJf8PPvlkae7cGD/r6/j8pXX99dJ550XGxG67xWfBmmvG/TqbwsFsZ9F59C2AvEEGBQAg+9xwg7TaalKTJtFV3humrjn2xqqbtPnonbu5DxwYG9TXXZf0igEgN40eHX0kXLLhhpNl4Wy211+PrIs//ohSDAeRP/1UuvvuCCS4P4UbHC/NsdCvvpIuvzwmj+y6q/Txx9Gk86qrpJVWil5FLishOAHkHTIoAAC5wxuo22wTtceud3amxc03S2ecEanAl1yS9AoBILe89ZZ04onSl1/GqOcePcrfv2K77aTvv5cuvVQ6/fTIxvD/ZZfiHXdcTGqqVsbjoi7naNcugtSffSYtv3xMGXHmhNfoMaMOjDibzqNHAeQVMigAALnDfSm88ewN6lQw4tRTpW7dYsPY5wMAys5lGC6Va9UqAhQbbhhZaZ6YURZukumA8VFHxQSmFi1iKsiTT0afinvvlU47reyZFO5jYe514eBEKsvDzTIdnPCoafci6thxKZ8wgGxGgAIAkFs8Cm/HHaUHHoif58yRrrkmNlY9cu7ll5NeIQDkFmejOUPBJRRjxkjnny8df3zZgwrLLSf17RsZDw50uImlm1l27izddZd0221xf88/Hz2DZs8u/X78eKNGSb16SRttFOc5G8PlJJ7kZG6ibAQogLxEgAIAkHt8dM4b0QcfHA3adt89SjxcA33AAdFUEwBQdh4zeuGF8b91//2jx48bVZanGtzZE//7X5R1OHDsyRv+3j2EHntM2nNPab31YrS0gxYl79vfd+0aTTY9LSTFZSLmNaX+/3vkqftcAMg79KAAAOSer7+OhpmuR27dOlKJU0cB/bH2xRcx6QMAUH6DBkWPB+vTJ8roysOjRtu3j6DHkCFSvXrRgPOnnyKDwsEKBy2caeHmnJ7K9Mkn0VhzwcfztI6hQ6MBp3mcqRsnpwIXAPIKAQoAQG7zx9jgwVKNGlFH7dGkJY++AQDKxyUYzqBwWYX7QEyaVP778OQN97dwQOGOO6Rmzea//NFHpUMPjd4VqZI9cwZHyesec0xM9XBphxtxeoKT+1r4fAB5hwAFAAAAgIV5Eke/ftL48REELi8HORxI+PNPqXv3yHwrORrUmRI33TT/bVziUXLix7rrRsDCPTLcDNkZFm7gyYhRIC/RgwIAAADAwtw/wsGFNm2iBKO8dtstSjociHBPCo8HHT68+HJPC3GpRmoCkx9vwXGkHi390UfSzJkxFcRZFwQngLxFgAIAAADAwhyYcP8H9/dxoMC9I8rLEz48lcNlGquuKu21V3FzzNq1pX33jQbH7lVx880L337jjaW//orpHmPHRnNkAHmLAAUAAACA0nmc53PPSeusIx17bPSOWJIJE2KakgMK7hH0ww8xdcMZFW6W6YDHgrbaKpppLsj3U7NmBDjMY0wB5K2lKCYDAAAAUGWsvrr0xhtSly5RYvHii9E7Ytlli6/jRprOcrjhhtIzLTxZyZe7hMMZFKUFKUrjwMXUqTHtw4/XpEn6nheArEOTTAAAAABL5t0GN81MTdC4557IqvDoZ09PmjJFatpUuvBCqX59qVEjaY01YiT0Cy9E00yXjfhreSaKrLhiBCnatZPef7/Snh6A5JFBAQAAAGDJnPXQuXMEH269NZpauozjmWcis+Gll6JnxIKlGs6eOPDApXtMl3e474SDIauskpanASB7kUEBAAAAoHy8C3HxxdLVV0ezS0/iaNu2ch7rp5+kPfeUzj1XOuKIynkMAFmBAAUAAACApePeFM5s8AhRAKggAhQAAAAAACBxjBkFAAAAAACJI0ABAAAAAAASR4ACAIClMWGC1KJFjNHbYgvpuuuk779PelUAAAA5iwAFAADl1a2b1KyZ9NVX0vjxMVLvssukddeNy/78M+kVAgAA5ByaZAIAUB7+2HTWROvWUseO0j77SO3bS9OmSbfeKl1+udSunXTWWdJee0nVOBYAAABQFgQoAAAoj7lzpRo1pBVWkCZOXPjyQYOk446Txo6VDjhAeughqVatJFYKAACQUzisAwBAeaQyIiZNkh58cOHLd9xRGjNG6t9fevLJ+AoAAIAlIkABAEB5FBRIN90U399xx6Kvt99+0mqrSddcI82Zk7HlAQAA5CoCFAAAlFfXrtKWW0rDhsX0Dpd9lOTsiiuukH78UfrmG+mXX5JaKQAAQM4gQAEAQHnVrBm9Js48U7rgAmmllaRtt5U+/jgu79JF+s9/4vuNN45MCgAAACwWAQoAAJZG7dqRPfHee5FRMXiw9MkncdmHH0pHHy3Nni0NHx5lITZ9ujR0qDR1aqJLBwAAyEZM8QAAoKJefTWaY375pdSiRWRYpPpOtG0bUzxcBuIMi1mzYsrH3XcnvWoAAICsQgYFAAAV5RKPVOaE3XyztPnm0mabSU2bSmutJf31l3TyyVL37tK990rjxiW6ZAAAgGxDBgUAABXlj9KttooAhcs3UqNIS/Pdd1KrVtIee0hPPJHJVQIAAGQ1MigAAKgo95hws0xnSeyyi9Snj/TKK6Vf19kUt94qPflkZFj88EOmVwsAAJCVyKAAACBdHJTo3Ll4rOiFF0o9exY3yUyZOVO66iqpf39p2jRpzz2ldu2kAw+UGjVKZOkAAABJI0ABAEA6TZwoPfOM9MYbUr9+UrNm0llnScccI62wwvzXdR+Kyy+X3nknGmjuvrv0/PNJrRwAACBRBCgAAKgsV14ZJ0/wWGON6FHRoEHp173lFun00yNIsdtu0k47Seutt3D2BQAAQJ4iQAEAQGUbNSrGje68c2RV1K1b+vXuuEN66CFp6NAIajRvLnXtKp13nlS9eqZ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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# make plot\n", "ax = dataMarseille.plot(\n", " column=\"Men_pauv_pct\",\n", " cmap=cm.viridis,\n", " legend=True,\n", " legend_kwds={\"shrink\": 0.5},\n", " figsize=(15, 15),\n", ")\n", "marseilleMap.plot(ax=ax, edgecolor=\"red\", color=\"none\")\n", "ax.set_axis_off()\n", "plt.suptitle(\"Poverty in Marseille in 2015\", y=0.85, fontweight=\"bold\")\n", "plt.title(\n", " \"percentage of poor households on a 200m-square grid\", size=11, x=0.6\n", ")\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.0" } }, "nbformat": 4, "nbformat_minor": 5 }