{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Oxygen Evals in Saanich Inlet" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import xarray as xr\n", "import netCDF4 as nc\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "from pathlib import Path\n", "\n", "import cmocean.cm as cm\n", "import matplotlib.patches as mpatches\n", "import scipy.stats as stat\n", "from matplotlib.colors import LogNorm" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "mesh = nc.Dataset('/ocean/atall/MOAD/grid/mesh_mask202108.nc')\n", "bathy = nc.Dataset('/ocean/atall/MOAD/grid/bathymetry_202108.nc')\n", "\n", "meshb = nc.Dataset('/ocean/atall/MOAD/grid/mesh_mask_202310b.nc')\n", "bathyb = nc.Dataset('/ocean/atall/MOAD/grid/bathymetry_202310b.nc')\n", "grid = xr.open_dataset('/ocean/atall/MOAD/grid/bathymetry_202310b.nc', mask_and_scale=False)\n", "\n", "depthb = meshb.variables['gdept_0'][:]\n", "with xr.open_dataset('/ocean/atall/MOAD/grid/mesh_mask_202310b.nc') as mesh:\n", " tmask = mesh.tmask\n", " mbathy = mesh.mbathy\n", " long = mesh.nav_lon\n", " latg = mesh.nav_lat\n", "grid_dir = Path(\"/ocean/atall/MOAD/grid/\")\n", "grid_map = Path(\"grid_from_lat_lon_mask999.nc\")\n", "grid_lons_lats = xr.open_dataset(grid_dir / grid_map)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# matched data\n", "pnw202111_12 = pd.read_csv('/ocean/atall/MOAD/ObsModel/202111/ObsModel_202111_pnw_20120101_20121231.csv')\n", "pnw202410_12 = pd.read_csv('/ocean/atall/MOAD/ObsModel/202410/ObsModel_202410_pnw_20120101_20121231.csv')\n", "pnw202111_13 = pd.read_csv('/ocean/atall/MOAD/ObsModel/202111/ObsModel_202111_pnw_20130101_20131231.csv')\n", "pnw202410_13 = pd.read_csv('/ocean/atall/MOAD/ObsModel/202410/ObsModel_202410_pnw_20130101_20131231.csv')\n", "pnw202111_14 = pd.read_csv('/ocean/atall/MOAD/ObsModel/202111/ObsModel_202111_pnw_20140101_20141231.csv')\n", "pnw202410_14 = pd.read_csv('/ocean/atall/MOAD/ObsModel/202410/ObsModel_202410_pnw_20140101_20141231.csv')\n", "\n", "df202111 = pd.concat([pnw202111_12, pnw202111_13, pnw202111_14\n", " ], ignore_index=True)\n", "df202410 = pd.concat([pnw202410_12, pnw202410_13, pnw202410_14\n", " ], ignore_index=True)\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_780394/2517360630.py:4: UserWarning: linewidths is ignored by contourf\n", " ax.contourf(long, latg, mbathy[0,:,:], linewidths=1, levels=[-0.01, 0.01], colors='whitesmoke')\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1,figsize=(5, 4))\n", "lon1,lon2,lat1,lat2 = (-123.58,-123.44,48.5,48.695)\n", "\n", "ax.contourf(long, latg, mbathy[0,:,:], linewidths=1, levels=[-0.01, 0.01], colors='whitesmoke')\n", "ax.contour(long, latg, mbathy[0,:,:], linewidths=1, levels=[-0.01, 0.01], colors='dimgray')\n", "ax.set_ylabel('Latitude')\n", "ax.set_xlabel('Longitude')\n", "ax.set_ylim([48.4,48.8])\n", "ax.set_xlim([-124,-123])\n", "\n", "# plot the location of observations\n", "ax.scatter(df202111.Lon, df202111.Lat, s=5, label=\"PNW_data\")\n", "\n", "ax.legend()\n", "\n", "left, bottom, width, height = (lon2, lat1, lon1-lon2, lat2-lat1)\n", "rect=mpatches.Rectangle((left,bottom),width,height, \n", " fill=False,\n", " #alpha=0.1\n", " color=\"purple\",\n", " linewidth=2,\n", " label=\"Puget Sound\")\n", "\n", "plt.gca().add_patch(rect)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "df_21 = df202111[ df202111['Lon'].between(lon1, lon2) & df202111['Lat'].between(lat1, lat2) ]\n", "df_24 = df202410[ df202410['Lon'].between(lon1, lon2) & df202410['Lat'].between(lat1, lat2) ]\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "def calc_stats(x, y):\n", " stats = {}\n", " MSE = np.mean((y - x)**2)\n", " stats['RMSE'] = np.sqrt(MSE)\n", " stats['bias'] = np.mean(y) - np.mean(x)\n", " stats['WSS'] = 1 - MSE / np.mean((abs(y - np.mean(x)) + abs(x - np.mean(x)))**2)\n", " \n", " return stats\n", "\n", "\n", "def plot_panel(ax, x, y, lims, units):\n", " stats = calc_stats(x, y)\n", "\n", " statstext = f\"RMSE = {stats['RMSE']:.3f} {units}\\nbias = {stats['bias']:.3f} {units}\\nWSS = {stats['WSS']:.3f}\"\n", " \n", " props = dict(boxstyle='round', facecolor='w', alpha=0.9)\n", " c = ax.text(0.01, 0.8, statstext, bbox=props, transform=ax.transAxes, fontsize=9)\n", " ax.set_xlim(lims)\n", " ax.set_ylim(lims)\n", " \n", " return c" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "def profiles(tracer,colour,ax):\n", " if tracer == 'Salinity':\n", " t_obs = 'SA'\n", " t_mod = 'mod_vosaline'\n", " unit = 'g/kg'\n", " unity ='meter'\n", " elif tracer == 'Temperature':\n", " t_obs = 'Temp'\n", " t_mod = 'mod_votemper'\n", " unit = '°C'\n", " unity ='meter'\n", " elif tracer == 'NO3':\n", " t_obs = 'NO3 (uM)'\n", " t_mod = 'mod_nitrate'\n", " unit = 'uM'\n", " unity ='meter'\n", " elif tracer == 'NH4':\n", " t_obs = 'NH4'\n", " t_mod = 'mod_ammonium'\n", " unit = 'uM'\n", " unity ='meter'\n", " elif tracer == 'DO':\n", " t_obs = 'Oxygen_Dissolved'\n", " t_mod = 'mod_dissolved_oxygen'\n", " unit = 'uM'\n", " unity ='meter'\n", "\n", " avg_obs, binsa, _ = stat.binned_statistic(-df_21['Z'][(np.isfinite(df_21[t_obs]))],df_21[t_obs][(np.isfinite(df_21[t_obs]))],statistic='mean',bins=8)\n", " avg_21, bins, _ = stat.binned_statistic(-df_21['Z'][(np.isfinite(df_21[t_mod]))],df_21[t_mod][(np.isfinite(df_21[t_mod]))],statistic='mean',bins=8)\n", " avg_24, binsa, _ = stat.binned_statistic(-df_24['Z'][(np.isfinite(df_24[t_mod]))],df_24[t_mod][(np.isfinite(df_24[t_mod]))],statistic='mean',bins=8)\n", "\n", " ax.plot(avg_obs, binsa[:-1], lw=2,label='obs')\n", " ax.plot(avg_21, bins[:-1], lw=2,label='202111')\n", " ax.plot(avg_24, binsa[:-1], lw=2,label='202410')\n", "\n", " title = tracer\n", " #ax.set_title(title)\n", " ax.set_xlabel(unit)\n", " ax.set_ylabel(unity)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "def prop_prop(ax,stringX,stringY,x,y,binX,binY):\n", " cmap = cm.rain\n", " cmap.set_bad('w')\n", " # cmap.set_extremes(under='w')\n", "\n", " bins = [binX,binY]\n", " H, xedges, yedges=np.histogram2d(x,y,bins=bins)\n", " H = H.T\n", " H_final = np.where(H>0, H, H*np.nan)\n", " X, Y = np.meshgrid(xedges, yedges)\n", " im = ax.pcolormesh(X, Y, H_final, cmap=cmap, norm=LogNorm(vmin=10, vmax=45000))\n", " ax.set_ylabel(stringY)\n", " ax.set_xlabel(stringX)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2012-2014\n" ] }, { "data": { "image/png": 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", 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", 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88skn/PjjjyU+ZC9LvR0dHc3QoUP59ddfWbt2LS+99BJfffVVsS8QJyYm8swzz/Dss8+yevVq+vTpw4QJE1i4cGGJeY+MjCQkJIQ9e/YwadIkNmzYwOTJk8nNzSUvL88g7YgRI7CwsOD3339n6tSpbNu2jWeffbZUZVTe8l64cCE9e/bEwcGBn3/+maVLl+Li4kKvXr30D5xGjBjBG2+8AcCff/4p080IUc3Y29vz/vvv89dff7Fly5ZSbxccHKwPDrz//vv6/+1bp57Ly8tjwIABdO/enVWrVul7wkVHR9O+fXtmzZrFpk2b+PDDD9m7dy8dO3bUPy+7W93xxRdf8PTTT9O4cWOWLl3Kr7/+SmZmJp06deLEiRNlLofWrVtjYWHBmDFj+O2337h06dId06ampgLw0UcfsW7dOhYsWEBAQABdu3Y1epBe2udXUP7nPn/99RedOnUiJiaGb775hg0bNvD+++8Xe0/0xBNPUL9+ff744w/effddfv/9d958881SlFD5ni1C6b6rir5/FELoXL9+nUWLFhESEkLTpk0ZPnw4mZmZLFu2rNj0P/zwAzt37uSHH35g7ty5nDp1irCwMF566SWuXLnC/Pnz9dM3FTfV6L082/r999959NFHcXBwYNGiRcybN4+rV6/StWtX/v33X6Nj3Ut9VlqJiYkMGzaMESNGsGrVKpo1a8bw4cOZNGkSEyZM4O233+aPP/7Azs6Oxx57rFSB3tvJvcrdyb1KNaAIUQ7JyclKx44dFUABFAsLCyU0NFSZPHmykpmZecfttFqtkp+fr2zfvl0BlMjISP26jz76SLn9T7JLly5Kly5d9J/Pnz+vAEqzZs2UgoIC/fJ9+/YpgLJo0aIS99ekSROD/RWJjo5WzMzMlG+//Va/7Pr164qrq6sybNiwuxVHsfbt26f4+fnpy8je3l7p37+/8ssvvyharfaO2xUWFir5+fnKpEmTFFdX1zumLaksX3jhBQVQli5darBN3759lQYNGhgsA5SPPvpI/3n48OGKhYWFcuLEiTvmcevWrQqg9O3b12D50qVLFUDZvXu3QV5sbW0N0tWpU0exsrJSLl68qF92/fp1xcXFRXn11VeNjrN161b9soYNGypBQUFKfn6+wT779++veHl5KYWFhYqiKMqyZcuMthVClN7t/7uLFi1SAOWPP/4wSBcREaEAysyZM/XL6tSpo1hbWytxcXH6ZYcPH1YAxcvLS8nOztYvX7lypQIoq1evNjg2oEyfPt3gWJ9//rkCKP/++6+iKIqye/duBVC+/vprg3SxsbGKtbW18vbbb+uXdenSRQGUzZs3l3jeJdWt//nPf4zaFUW52TYtWLDAaN3tdWxR2/Thhx8apCvLuZTFpEmTFI1Go2+L6tatq4wcOdLgvIpTUFCg5OXlKQ899JDy5ptvlpguPz9feemll5SgoCCDdYDi4eGhZGRk6JclJiYqZmZmyuTJk/XLFixYoADK+fPnFUVRlMzMTMXBwUHp2LFjie1lWdu6//znP/rPZW3H6tSpo/9clu+qX79+BtsKIe4sMTFRAZQhQ4aUmG7w4MEKoFy+fFm/bMmSJQqgfPfdd8qHH36omJmZKZs2bTLY7qOPPlI0Gk2x223fvl1RFEVJTU1VLC0tlcGDBxtsW/R/f+t9xOTJkxUzMzMlIiLCIO3y5csVQFm/fr1+WWnrw7JYt26d4ubmpq/fXV1dlSeffNKgPS1OSfX2rYruSX755RfF3NxcSU1N1a8ralP37t1rsE3jxo2VXr166T8X1z52795dcXJyUpKSku547KJ24fXXXzdYPnXqVAVQLl26ZJCXJk2aGKQrb/uTnZ2tuLi4KGFhYUZl0aJFC6VNmzb6ZV999ZXBtkII0yv6n46IiFByc3OVgIAApXXr1vrryeLqizp16igvvPCC/nPRvU1x1/VF157z588vMR9F9xMXL15UAGXVqlX6dXeqO2JiYhS1Wq288cYbBsszMzMVT09P5amnnipFCRibN2+eYmdnp28rvLy8lOeff14JDw8vcbuitqJHjx7KwIED75iupOdX9/LcJzAwUAkMDFSuX79+x2MX3VdNnTrVYPnrr7+uWFlZGeWlX79++s/38myxLN/Vne4fhRDl98svvyiAMnv2bEVRdP97dnZ2SqdOnQzSFf2ft2jRQv+sWFEU5bvvvlMAZcCAAQbpx44dqwBKenq6ftm9PNsqLCxUateurTRr1szg+JmZmYq7u7sSGhqqX1bW+uzWduv269kixdWtRdfw+/fv1y9LSUlRzM3NFWtrayU+Pt7oPP/3v/8p5SH3KjfzIvcq1ZP0GBfl4urqyo4dO4iIiGDKlCk8+uijnDlzhgkTJtCsWTOD4aLOnTvH0KFD8fT0xNzcHAsLC7p06QLAyZMny3X8fv36YW5urv/cvHlzAC5evFiu/QUEBNC/f39mzpyp793x+++/k5KSwqhRo8q1z5CQEKKioti4cSPvvfce7du3Z/PmzTz//PNGvUi2bNnCww8/jKOjo76MPvzwQ1JSUgyGcSlLWapUKqOe5M2bN79rGW3YsIFu3brRqFGju57jgAEDjPYPpfseWrZsiZ+fn/6zlZUV9evXL3HbqKgoTp06xTPPPAPoevkU/fTt25dLly6VaghcIUTZrV27FicnJ8LCwgz+91q2bImnp6dRT4KWLVvi7e2t/1xUp3Tt2tVgHr6i5cX97xf9rxcZOnQooBs5oihPKpWKZ5991iBPnp6etGjRwihPzs7OdO/e3eg4ldFO3c0TTzxh8Lms51JaH3zwATExMcyfP59XX30VOzs7Zs+eTatWrVi0aJE+XUFBAV988QWNGzdGo9GgVqvRaDScPXvWqAyWLVtGhw4dsLOzQ61WY2Fhwbx584otq27dumFvb6//7OHhgbu7e4l1/a5du8jIyOD111+/69Dj5W3ripSnHaus70oIUTpF19C31g9PPfUUr732Gv/973/57LPPeO+993jkkUcMtnvttdcA+L//+z/9shkzZtCsWTM6d+4MwJ49e8jNzeWpp54y2LZdu3b4+/sbLFu7di1NmzalZcuWBnVBr169ih2qrjz1YUn69u1LTEwMK1as4K233qJJkyasXLmSAQMGGN2/lLbePnToEAMGDMDV1VXfHj7//PMUFhYa9Zj39PSkTZs2BsvuVv9eu3aN7du389RTT1GrVq27nuO93GuUt/1JTU3lhRdeMPhOtVotvXv3JiIiolTTgQkhTE+j0fDZZ5+xf/9+g2nXKsLt1/EASUlJjBw5El9fX309W6dOHaB09xN//fUXBQUFPP/88wb1j5WVFV26dCn39eXw4cOJi4vj999/Z/To0fj6+rJw4UK6dOliNGXg7NmzCQ4OxsrKSn8OmzdvNsp/aZ9fQfme+5w5c4bo6GheeuklrKys7nqOxbUVOTk5RnkpTnmeLVbWdyWEKJ158+ZhbW3NkCFDALCzs+PJJ59kx44dnD171ih93759DYbuLnoGdfuookXLY2JiDJaX99nW6dOnSUhI4LnnnjM4vp2dHU888QR79uwxGv79Xuqz0vLy8qJVq1b6zy4uLri7u9OyZUv9CFrFnU9Zyb1KyeRexfQkMC7uSevWrXnnnXdYtmwZCQkJvPnmm1y4cIGpU6cCkJWVRadOndi7dy+fffYZ27ZtIyIigj///BPAaOjc0nJ1dTX4bGlpeU/7AxgzZgxnz57l77//BnRDrbRv3/6ehpmwsLCgV69efP755/z111/ExsbStWtX1q5dy4YNGwDYt28fPXv2BHQP6nbu3ElERAQTJ040OKeylqWNjY3RTYSlpSU5OTkl5vnKlSt3HL7ydvfyPdy+bdH2JW1bNGzWW2+9hYWFhcFP0ZDIt76UIYSoOJcvXyYtLQ2NRmP0/5eYmGj0v+fi4mLwWaPRlLj89rpJrVYb1ROenp7AzfmKLl++jKIoeHh4GOVpz549Rnkqbti6ymqn7ub2vJT1XMrCw8ODYcOGMXv2bI4cOcL27dvRaDSMGTNGn2bcuHF88MEHPPbYY6xZs4a9e/cSERFBixYtDMrgzz//5KmnnsLb25uFCxeye/duIiIiGD58eLHtS3nq+qI560vTFpW3rbtT/krTjlXmdyXEg8zNzQ0bGxvOnz9fYroLFy5gY2Nj1J4MHz6c/Px81Go1o0ePNtrOw8ODwYMHM2fOHAoLCzly5Ag7duwweDBT1L54eHgUu/2tLl++zJEjR4zqAXt7exRFMaoLylMf3o21tTWPPfYYX331Fdu3bycqKorGjRvzww8/cPz4caD09XZMTAydOnUiPj6e6dOn61+CLhp+/vZ8lud8rl69SmFhYbW/1xg0aJDR9/rll1+iKIp+uGEhRPU3ZMgQgoODmThxYonT/5WFjY0NDg4OBsu0Wi09e/bkzz//5O2332bz5s3s27dPP1d1aeqsovonJCTEqP5ZsmTJPV1fOjo68vTTTzN9+nT27t3LkSNH8PDwYOLEiaSlpQHwzTff8Nprr9G2bVv++OMP9uzZQ0REBL179zbIf2mfXxWp7HuB4o5xL21Fae8FoHK+KyFEyaKioggPD6dfv34oikJaWhppaWn6aQvmz59vtM29Ppsq7/YlzbNdu3ZttFqt0ZSllRHvuN3t+QZd3ktbHmUh9yql37Y0+ZN7lYqlNnUGxP3DwsKCjz76iG+//ZZjx44BujdJExIS2LZtm773HaC/+K5OunfvTtOmTZkxYwZ2dnYcPHjwrvNOlJWrqytjx45l27ZtHDt2jL59+7J48WIsLCxYu3atwcP9lStXGmxbVWVZq1Ytozlcqws3NzcAJkyYwOOPP15smgYNGlRlloR4YLi5ueHq6srGjRuLXX/rm44VoaCggJSUFIOLxcTERODmBaSbmxsqlYodO3boL0Bvdfuy4nofV0TdWlR35+bmGiwvaU7v2/NS1nO5F507d6Znz56sXLmSpKQk3N3dWbhwIc8//zxffPGFQdrk5GScnJz0nxcuXEjdunVZsmSJwTncfu73oujN3OrcFlXVdyXEg8Tc3Jxu3bqxceNG4uLiin0gERcXx4EDB+jTp49BD6/s7Gyee+456tevz+XLl/Vz5t1uzJgx/Prrr6xatYqNGzfi5ORkMDpJUftS3BymiYmJBr3G3dzcsLa2LvYBXNH6qubn58crr7zC2LFjOX78OE2aNCl1vb1y5Uqys7P5888/9b0cAQ4fPlxh+XNxccHc3Lxa1+8A33//Pe3atSs2TXEvTQghqieVSsWXX37JI488wo8//lhh+7zdsWPHiIyM5KeffuKFF17QL4+Kiir1fovqn+XLlxvUwZWhSZMmDBkyhO+++44zZ87Qpk0bFi5cSNeuXZk1a5ZB2szMTIPPpX1+dS9qwr0AVM13JYQwNH/+fBRFYfny5Sxfvtxo/c8//8xnn31mcJ9gKkX3FZcuXTJal5CQgJmZGc7Ozvd8nDs9j6qOL+nIvcq9kXuViiWBcVEuly5dKvaNp6IhLoqG3iiq0G5/SDxnzpxKzmHx7vbmzejRoxk5ciTp6el4eHjw5JNPlus4+fn5ZGRkFPv2T3FlpFarDRrt69ev8+uvvxpsV1Vl2adPH3799VdOnz5d7YLMDRo04KGHHiIyMtIoeHO7ynirTogHWf/+/Vm8eDGFhYW0bdu2So7522+/GfT6+/333wHdkFVFeZoyZQrx8fFGw96WVlnq1lvrFWtra/1yDw8PrKysOHLkiEH64oIyd1IR53K7y5cvU6tWLYNhuwAKCws5e/YsNjY2+qC3SqUyKoN169YRHx9PvXr19MtUKhUajcbghiUxMbFM53o3oaGhODo6Mnv2bIYMGXLX4dSrWlm+q3vtDSrEg2bChAls2LCB119/nRUrVhhcHxcWFvLaa6+hKAoTJkww2G7kyJHExMSwb98+Tp06xaBBg/j222958803DdK1atWK0NBQvvzyS44dO8Yrr7yCra2tfn3btm2xtLRkyZIlBi9h7tmzh4sXLxoExvv3788XX3yBq6srdevWreCSKFlmZiYqlQo7OzujdcXda5Sm3i6uPVQUxWDo+XtlbW1Nly5dWLZsGZ9//rlJXh4oSYcOHXBycuLEiRN3nU5L7jWEqBkefvhhHnnkESZNmoSvr+9d05fnf7u89xO36tWrF2q1mujo6GKHai+PlJQU7O3t9b3+bnXq1CnAsK24Pf9Hjhxh9+7dBuVW2udX96J+/foEBgYyf/58xo0bV+1eOi3Ld3Wn+0chRNkVFhby888/ExgYyNy5c43Wr127lq+//poNGzbQv39/E+TQUIMGDfD29ub333/nrbfe0rcV2dnZ/PHHH7Rv395gKPbyKro/OXLkiMFz/NWrV9/zvstL7lUqh9yrVCwJjIty6dWrFz4+PoSFhdGwYUO0Wi2HDx/m66+/xs7OTj88a2hoKM7OzowcOZKPPvoICwsLfvvtNyIjI02S72bNmrF48WKWLFlCQEAAVlZWNGvWTL/+2WefZcKECYSHh/P+++8XewNR1OBcuHDhjsdJT0/H39+fJ598kocffhhfX1+ysrLYtm0b06dPp1GjRvqHbf369eObb75h6NChvPLKK6SkpDBt2jSji/+qKstJkyaxYcMGOnfuzHvvvUezZs1IS0tj48aNjBs3joYNG1bo8cpqzpw59OnTh169evHiiy/i7e1NamoqJ0+e5ODBgyxbtgyApk2bAvDjjz9ib2+PlZUVdevWLfZlBSHE3Q0ZMoTffvuNvn37MmbMGNq0aYOFhQVxcXFs3bqVRx99lIEDB1bY8TQaDV9//TVZWVmEhISwa9cuPvvsM/r06UPHjh0B3UXhK6+8wrBhw9i/fz+dO3fG1taWS5cu8e+//9KsWTP9nLJ3Upa6tai9+PLLL/W9FZs3b45Go+HZZ59l/vz5BAYG0qJFC/bt26cP5JdGWc5l27ZtdOvWjY8++oiPP/74jvv89ddfmTNnDkOHDiUkJARHR0fi4uKYO3cux48f58MPP9S3c/379+enn36iYcOGNG/enAMHDvDVV18Z9djs378/f/75J6+//jqDBg0iNjaWTz/9FC8vr2Ln8yoPOzs7vv76a0aMGMHDDz/Myy+/jIeHB1FRUURGRjJjxowKOU55leW7atasGX/++SezZs2iVatWmJmZ0bp1a5PmX4jqrEOHDnz33XeMHTuWjh07MmrUKPz8/IiJieGHH35g7969fPfdd4SGhuq3mTt3LgsXLmTBggU0adKEJk2aMGrUKN555x06dOhgNLfcmDFjGDx4MCqVSj8VTxEXFxfGjRvH5MmTcXZ2ZuDAgcTFxfHJJ5/g5eVl8KLR2LFj+eOPP+jcuTNvvvkmzZs3R6vVEhMTw6ZNmxg/fny5XiRTqVR3naP09OnT9OrViyFDhtClSxe8vLy4evUq69at48cff6Rr1676Miptvf3II4+g0Wh4+umnefvtt8nJyWHWrFlGQzzeq2+++YaOHTvStm1b3n33XerVq8fly5dZvXo1c+bMqfARaMrCzs6O77//nhdeeIHU1FQGDRqEu7s7V65cITIykitXruh7UxZdE0yfPp0XXngBCwsLGjRoYNL8CyGK9+WXX9KqVSuSkpJo0qRJiWkDAwOxtrbmt99+o1GjRtjZ2VG7dm2DeVdv17BhQwIDA3n33XdRFAUXFxfWrFmjn6bvVneqO/z9/Zk0aRITJ07k3Llz9O7dG2dnZy5fvsy+ffuwtbXlk08+AXTPourWrcsLL7zATz/9dMd8bd26lTFjxvDMM88QGhqKq6srSUlJLFq0iI0bN/L888/rr/X79+/Pp59+ykcffUSXLl04ffo0kyZNom7duhQUFOj3WdrnV/fqhx9+ICwsjHbt2vHmm2/qrwX++usvfvvttwo9VlmV5bsq6f5RCFE2GzZsICEhgS+//FLfWeJWRaPAzps3r1oExs3MzJg6dSrPPPMM/fv359VXXyU3N5evvvqKtLQ0pkyZUiHHCQkJoUGDBrz11lsUFBTg7OzMihUr+Pfffytk/7eTexW5V7lfSGBclMv777/PqlWr+Pbbb7l06RK5ubl4eXnx8MMPM2HCBBo1agTohg1Zt24d48eP59lnn8XW1pZHH32UJUuW3NPc3eX1ySefcOnSJV5++WUyMzOpU6eOQYDb2tqasLAwFi5cyMiRI4vdR3Z2tkHvueI4ODjwySefsHnzZt577z0uX76MSqWibt26jB07lnfeeUf/Vlj37t2ZP38+X375JWFhYXh7e/Pyyy/j7u7OSy+9pN9nVZWlt7c3+/bt46OPPmLKlCmkpKRQq1YtOnbsWOw8JFWtW7du7Nu3j88//5yxY8dy9epVXF1dady4sUHPvbp16/Ldd98xffp0unbtSmFhIQsWLODFF180XeaFqMHMzc1ZvXo106dP59dff2Xy5Mmo1Wp8fHzo0qWLwUtGFaFoiL7Ro0fz2WefYW1tzcsvv8xXX31lkG7OnDm0a9eOOXPmMHPmTLRaLbVr1y42GFKcstStQ4cOZefOncycOZNJkyahKArnz5/H39+fr7/+GoCpU6eSlZVF9+7dWbt2rUHvwrsp7blkZWUBxc9Vdat+/fqRmJjI+vXr9TcM9vb2NG/enF9//ZVnn31Wn3b69OlYWFgwefJksrKyCA4O5s8//+T999832OewYcNISkpi9uzZzJ8/n4CAAN5991194KiivPTSS9SuXZsvv/ySESNGoCgK/v7+BsNTmlJpv6sxY8Zw/Phx3nvvPdLT01EUBUVRTJhzIaq/N954g5CQEL7++mvGjx9PSkoKLi4udOzYkX///Zf27dvr0x49epTRo0fzwgsvGFzjTZs2jd27dzN48GAOHTpkMCXEY489hqWlJd26deOhhx4yOv7nn3+Ora0ts2fPZsGCBTRs2JBZs2YxceJEg/3Y2tqyY8cOpkyZwo8//sj58+extrbGz8+Phx9+uEz1f5HS1u/16tVj3LhxbNmyhVWrVnHlyhUsLCx46KGH+Oyzzxg3bpw+iF/aerthw4b88ccfvP/++zz++OO4uroydOhQxo0bR58+fcp8LndS9PLYRx99xIQJE8jMzMTT05Pu3btXi0DBs88+i5+fH1OnTuXVV18lMzMTd3d3WrZsafA31rVrVyZMmMDPP//M//3f/6HVatm6dWuxD2qFEKYVFBTE008/XaqXVm1sbJg/fz6ffPIJPXv2JD8//64vo1pYWLBmzRrGjBnDq6++ilqt5uGHH+aff/7Bz8/PIG1JdceECRNo3Lgx06dPZ9GiReTm5uLp6UlISIjB86nSthXt2rVj+PDhbN26lV9//ZXk5GSsra1p3Lgx33//vcELxBMnTuTatWvMmzePqVOn0rhxY2bPns2KFSsMgh+lfX51r3r16kV4eDiTJk1i9OjR5OTk4OPjw4ABAyrsGPeitN9VSfePQoiymTdvHhqNhmHDhhW73s3NjYEDB7J8+fJip0UyhaFDh2Jra8vkyZMZPHgw5ubmtGvXjq1btxq86HsvzM3NWbNmDaNGjWLkyJFYWloyZMgQZsyYQb9+/SrkGEXkXkXuVe4nKkWezgmhl5eXh7+/Px07dmTp0qVG60+cOEGTJk1Yu3ZthTcuQgghdF588UWWL1+uv+gWht5++20WLVrE2bNnDeb2E0IIcXdr1qxhwIABrFu3jr59+5Zqm/Pnz9OwYUM++ugj3nvvvUrL2/r16+nfvz+RkZEV/sKZEEKI+8PMmTN5++23iY6OlrlEhRBCVBm5VxH3E+kxLgRw5coVTp8+zYIFC7h8+TLvvvtusem2bt1K+/btJSguhBDCZLZu3coHH3wgQXEhhCiDEydOcPHiRcaPH0/Lli3v2LMgMjKSRYsWERoaioODA6dPn2bq1Kk4ODhUaG+44mzdupUhQ4bIgyYhhBB3tHXrVkaPHi1BcSGEEFVK7lXE/UR6jAsB/PTTTwwbNgwvLy8++ugjXn31VVNnSQghHljSY1wIIURF69q1Kzt37iQ4OJiff/6Zhg0bFpsuKiqKkSNHEhkZSVpaGo6OjnTt2pXPP/+cBg0aVHGuhRBCCCGEEEIIUZEkMC6EEEIIIYQQQgghhBBCCCGEEOK+ZmbqDAghhBBCCCGEEEIIIYQQQtzvwsPDCQsLo3bt2qhUKlauXHnXbbZv306rVq2wsrIiICCA2bNnV35GhRDiPiWBcSGEEEIIIYQQQgghhBBCiEqWnZ1NixYtmDFjRqnSnz9/nr59+9KpUycOHTrEe++9x+jRo/njjz8qOadCCHF/kqHUhRBCCCGEEEIIIYQQQgghqpBKpWLFihU89thjd0zzzjvvsHr1ak6ePKlfNnLkSCIjI9m9e3cV5FIIIe4valNnoCbSarUkJCRgb2+PSqUydXaEEOKuFEUhMzOT2rVrY2Ymg4VUJWkzhBA1jbQZpiNthhCippE2w3SkzRBC1ETSbpTd7t276dmzp8GyXr16MW/ePPLz87GwsCh2u9zcXHJzc/WftVotqampuLq6SrshhKgRKqvNkMB4OSQkJODr62vqbAghRJnFxsbi4+Nj6mw8UKTNEELUVNJmVD1pM4QQNZW0GVVP2gwhRE0m7UbpJSYm4uHhYbDMw8ODgoICkpOT8fLyKna7yZMn88knn1RFFoUQolJVdJshgfFysLe3B3RfhoODg4lzI4QQd5eRkYGvr6++/hJVR9oMIURNI22G6UibIYSoaaTNMB1pM4QQNZG0G+Vzew/votlxS+r5PWHCBMaNG6f/nJ6ejp+fn7QbQogao7LajPsmMH7hwgU+/fRTtmzZQmJiIrVr1+bZZ59l4sSJaDQafbriGotZs2YxcuTIUh+raB8ODg7SiAghahQZKklH2gwhhLg7aTNuqqp2Q9oMIURNJW3GTdJmCCHE3Um7UXqenp4kJiYaLEtKSkKtVuPq6nrH7SwtLbG0tDRaLu2GEKKmqeg2474JjJ86dQqtVsucOXOoV68ex44d4+WXXyY7O5tp06YZpF2wYAG9e/fWf3Z0dKzq7AohhDAhaTOEEEKUhbQbQgghSkvaDCGEEBWpffv2rFmzxmDZpk2baN269R3nFxdCCHFn901gvHfv3gY3EwEBAZw+fZpZs2YZ3Xg4OTnh6elZ1VkUQghRTUibIYQQoiyk3RBCCFFa0mYIIYQoSVZWFlFRUfrP58+f5/Dhw7i4uODn58eECROIj4/nl19+AWDkyJHMmDGDcePG8fLLL7N7927mzZvHokWLTHUKQghRo5mZOgOVKT09HRcXF6Plo0aNws3NjZCQEGbPno1Wqy1xP7m5uWRkZBj8CCGEuL9ImyGEEKIsKqLdkDZDCCEeDNJmCCGEKLJ//36CgoIICgoCYNy4cQQFBfHhhx8CcOnSJWJiYvTp69aty/r169m2bRstW7bk008/5X//+x9PPPGESfIvhBA13X3TY/x20dHRfP/993z99dcGyz/99FN69OiBtbU1mzdvZvz48SQnJ/P+++/fcV+TJ0/mk08+qewsCyGEMBFpM4QQQpRFRbUb0mYIIcT9T9oMIYQQt+ratSuKotxx/U8//WS0rEuXLhw8eLAScyWEEA8OlVJSLVwNfPzxx3e98I+IiKB169b6zwkJCXTp0oUuXbowd+7cErf9+uuvmTRpEunp6XdMk5ubS25urv5zRkYGvr6+pKen4+DgUMozEUII08nIyMDR0fG+r7ekzRBCiHv3oLQZYPp2Q9oMIURNJ22GIWkzhBCiZA9Su1HdSNkLIWqayqq3qn2P8VGjRjFkyJAS0/j7++t/T0hIoFu3brRv354ff/zxrvtv164dGRkZXL58GQ8Pj2LTWFpaYmlpWaZ8CyGEqHrSZgghhCgLU7cb0mYIIUTNIW2GEEIIIYQQNV+1D4y7ubnh5uZWqrTx8fF069aNVq1asWDBAszM7j6F+qFDh7CyssLJyekecyqEEMLUpM0QQghRFtJuCCGEKC1pM4QQQgghhKj5qn1gvLQSEhLo2rUrfn5+TJs2jStXrujXeXp6ArBmzRoSExNp37491tbWbN26lYkTJ/LKK6/IW7dCCPEAkTZDCCFEWUi7IYQQorSkzRBCCCGEEKL6um8C45s2bSIqKoqoqCh8fHwM1hVNo25hYcHMmTMZN24cWq2WgIAAJk2axH/+8x9TZFkIIYSJSJshhBCiLKTdEEIIUVrSZgghhBBCCFF9qZSiq3JRauWa8P3MJnAJALd6d02aX5jP1tithNYOxU5jd4+5rf4S03PYFZ3MYy29MTNTmTo7QtyXylVviQohZS/Eg0dRFM5cziI7r4BgP+eqOWhOOsRFgG87sNRdP+Zr8zmdehpbC1vqOtYt9a6k3jIdKXshRFW7lhLH0a3LCHl8LHsSd+OocaSJW5NSby/1lumUt+zXH71EsJ8zno5W956JpJOQfQXqdIRSDBdvSjviduDn4EcdhzqmzooQDzRpN0xHyl4IUdNUVr113/QYr9YK8mDV67qbBf9O0HoYNAwDtabY5AeSDjB++3jUKjWtPFrRyacTnX064+/gj0p1/wWOp206zfIDcSzYeYGJ/RrRLsDV1FkSQgghhCg1RVGITb3OzuhkdkWnsDs6meSsPFrXcWb5a6GVcUBIuwgxeyF2D8Tug8vHyVJBZN/POKSGQ0mHOJp8lOsF1xnacCgT2k6o+HwIIYSosdKv57N75Rzan/4CF4s8nlkazrHcKJq7NWdh34X35bMHASlZuYxZfIhCrUK3Bu4MDvGle0N31OblDGrvmgGHF4KjLzR7EloMgVoNKjbTFSBfm8/7O98nNSeVFrVaMCBwAL38e+Fo6WjqrAkhhBBCiComgfGqcHqdLigOcGGH7sfGDYKegVYv6nqS3yI8LhyAAqWAvYl72Zu4l2n7p+Fn70dnn8508ulEa4/WaMyLD6zXJBeSs/njYBwAR+PTGfLjHno18WBCn0b4u9maOHdCCCGEEMW7nJHD7ugUdkUnszMqhfi060ZpDsemkZ1bgK3lPV5yF+RB4lFdEDzmRiA8K5FEc3MOWVly0MqSw7U9OKOxQHtijtHmh5IO3dvxhRBC3DdSs/NYtO0Qgfs+opV6L9+6ObHCzgVtbhQAR5KPsCN+B519Ops4p6Iy/HkwnvxC3cCRm08lsflUEu72lgxq5cPgEF/quJbhOUzeNTixUvd7eiz8+43ux6ulLkDedBDY1arwcyiPXfG7SM1JBSDySiSRVyKZsm8KXXy6EBYYRifvTliYW5g4l0IIIYQQoirIUOrlUObu+9kpcPg3OPATpEYbrw/oputF3qAvmFtwKOkQG89vJDwunLisuGJ3aaO2oX3t9rpAuXcnatlUj5uN8vj3bDKfrTvBqcRM/TILcxXPt/dndPeHcLSRmxMh7pUMl2Q6UvZC3B/SruWx51wKu6J1P1FJWXdMa6sxp22AK6GBrgwO8cXeqozXMtdSdcHv2L26n/gDaAtyiLKwuBkIt7QkwaLkgHtt29q0dG9JK49WPNXgqVIfXuot05GyF0JUlqTMHObuOE/MnhVMMJvDeictCxwduH7L8Ndetl6MDh5N37p9MVOVrgex1FumU56yj0+7ztKIWJbtjyUhPcdofdG1S68mnlhZmJe8s4I8OLkajiyBqM2gFBquV5lDvR66IHmDvmBhXdpTq3DJ15NZG72WVdGriEqLMlrvZOlEn7p9GBA4gCauTWTEBCEqkbQbpiNlL4SoaSqr3pLAeDmU+8tQFDgfDgcWwMm1oM03XG/nAUHPQvAL4FwHRVE4n3Ge8NhwwuPDOXT5EAVKQbG7buzamM4+neni04XGro1LfRNbXRRqFZYfiGXapjNcyczVL3eysWB094d4tl0dNOqadU5CVCdy8Ws6UvZC1EzZuQVEXEi9EQhP5nhCBne6ataozWhdx5nQQFfaB7rR3McRi9IOSaookBJt2Bs8+TQ5KhXHLDUcstQFwiMtLcksYZ8qVDRwaUCQe5D+x9PWsxxnLvWWKUnZCyEqWkLadX4MP8fqfad4i5+xctrPDGdHrqhvvlxlZ2HHiGYjeKbRM1ipyzbvtNRbpnMvZV+oVQg/e4Ul+2L55+RlCrSGFzlONhYMDPJmSIgfDTzt777DrCQ49gdELoJLkcbrLR2g8QBoPgTqdDDZfOSKonD66mlWR69m/bn1pOSkGKXxd/BnQOAA+gf0x8vOywS5FOL+Ju2G6UjZCyFqGgmMVyMV8mVkXdHNw3TgJ7h64baVKt1bta2GQf3eYK67Yc3Iy2BXwi52xO1gR9wOruZeLXbXrlau+nnJ23u1x05jV748mkB2bgFztkfz445z5ORr9cvrutkyoU9DHmnsIW/uClEOcvFrOlL2QtQMuQWFHIpJ0wXCo5I5HJtm9JC4iLmZiuY+jnQIdCM00JXgOs5371VVJD8HEg7d7A0euxeupZBqZsahGz3BD1pZcsJSQ0EJ1zxW5lY0r9VcHwRvXqs59ppSPLguBam3TEfKXghRUWJSrjFrexTLD8TRSjnOEPv/4xc3FWc1N6dkU6vMebLBU4xsMRIXK5dyHUfqLdOpqLJPyszhz4PxLImI5XxyttH6ID8nhoT40r957dJND5N0Co4shiPLIKOYURCryXzkBdoCdifsZk30GrbEbiG3MNcoTRvPNoQFhvFInUewtZDp/oSoCNJumI6UvRCippHAeDVSoV+GVgvntup6kZ9abzz0lH1tCH4Ogp8HRx/94kJtIcdSjhEeF054XDinUk8Vu3u1mZpWHq3o7N2Zzj6d8Xf0v7f8VpGEtOtM++s0fx6KN1jeLsCF9/s1pqm3o4lyJkTNJBe/piNlL0T1VKhVOBafzs7oZHZHpxBxIdXgpbzbNfJyIDTQlQ71XAnxdyn98OhZV3S9wWP3QsxeuHQYpTCPGLWag1aWHLKy5JClJRc0Je/PxcqFYPdggtyDCPYIpoFLAyzMKme6Gam3TEfKXghxr6KSMpm5NZpVkQmotbkMs/mZ87WOscvGcBjr7r7dGdtqLHUd697T8aTeMp2KLntFUdh7PpXF+2JYfyyRvALD6yJbjTkDWtZmcIgfLXwc795pQauFi/9C5BI4sQryMo3T1A7S9SJv+oRJ5yPPzMvk74t/szp6NQcuHzBab2VuRXe/7gwIHEA7r3aYm5XyhUghhBFpN0xHyl4IUdNIYLwaqbRGJDMRDv0KB36B9BjDdSozeKinrhf5Q4/AbRfhl7MvsyN+B9vjtrP30l6uF1wv9hB1HOrQyVvXm7y1R2sszKv3/N1H4tL4bO1J9l1I1S9TqeDxIB/+26sBno5lG+ZNiAeVXPyajpS9ENWDoiicuZzFruhkdkalsPd8Cpk5xU9RA7rRakIDXQkNdKNdgAuudpZ3P4hWC8mnbwyJfqM3eOo58oFTGs3NQLiVJanmJT9QretYV98bPNg9GF973yobNUfqLdORshdClNfJSxnM2BLF+mOXUBRobHGE+u4L2WKvQrml/Wjq9BDj275Ha8/WFXJcqbdMpzLLPv1aPisPx7NoXwynEo0D2g097RkS4stjQd442WiK2cNt8q7B6fUQuRiit9xhPvKHocVgk89HHp8Vz9rotaw5t4aLGReN1teyrkW/gH70D+hPAxfT9XgXoqaSdsN0pOyFEDWNBMarkUpvRLSFuhuF/QvgzAZQbuu95OCj60Ee/Bw41DbaPLcwl/2J+9ket53wuHDis+KN0gDYWtjS3qs9nX0608mnE27WbhV/LhVAURT+Op7I5A2nuJhyTb/c2sKcVzoH8GqXAGw0pRjOS4gHmFz8mo6UvRCmoSgKsanX2RmdzK7oFHZHJ5OclXfH9J4OVoTWc6VDoBvtA12p7VSKB7J52RB/8Mb84Hshbh/kpJOpUhF5oyf4IStLjlpqyClhLk21mZomrk0Idg+mpXtLWrq3LPeQthVB6i3TkbIXQpTV4dg0ZmyJ4p+TlwFQq7IJrTWXk87xBm1PbbUdY9q9T++APpipKm5+Z6m3TKcqyl5RFI7EpbM4IpbVh+PJzjMMaGvUZvRt6sngED/aBbiU7iW+rCQ4ulw33HpJ85G3eBr8Qk06H/mR5COsiV7DhvMbyMjLMErTwLkBYYFh9AvoV22fqQlR3Ui7YTpS9kKImkYC49VIlTYi6fG6XuQHf4GM2wLcKnNo0EfXizywe7E3C4qicD79vD5IfijpEIW3v5l7QxPXJnTx6UJnn840cm1UoTfLFSGvQMsvuy/wv81nybilh5e7vSVv9WrAE8E+mJvJ/ONCFEcufk1Hyl6IqnM5I4fd0SnsjNIFw+PTih9BB8DZxoLQG0HwDvXc8He1ufvD3IyEG73B9+mC4YlHQVtAorm5wbDoZzQWBr3zbmdvYU9L95YEe+iGRm/i2gQrdfUZBUfqLdORshdClNa+86l8v+UsO84m31hSiI/T31BrG+m3vDdur6h4peGzPB0yBkvzUox+UkZSb5lOVZd9dm4B645cYnFEDAdj0ozW+7vaMDjEjydaeeNuX8rrGv185EuNn3mBbj7y5k/phluvVf/eTuAe5BXmsSNuB6ujVxMeH06B1nDUITOVGaG1QwkLCKObXzes1abr8S5EdSfthulI2QshahoJjFcjJmlECgsg6m9dL/Kzm4DbvjYnPwh+AYKeA3uPO+4mIy+DXfG7CI8L59/4f7mae7XYdG7Wbvoh19vXbo+thW0Fnsy9uZqdx/+2nOXX3Rcp0N4sh8ZeDrzfvxGhgfKWrhC3k4tf05GyF6LypF3LY8+5FHbdCIZHX8m+Y1o7SzVt67rQ/sbw6A097TEr6YU6bSFcPn5jbvAbwfD0GAqBKAsL/ZDoh6wsuaQueeQabztvXSD8xhzhgU6B1e4FxFtJvWU6UvZCiJIoisLOqBT+t+Us+84XTTemYGF7Ci/PZVzV3BxhTa0oDHZoyMjes3Cyqby5m6XeMh1Tlv3pxEyWRMTy56E40q7lG6xTm6no0cidISF+dK5fq3QdGLRauLADjhTNR55lnKaazEd+NecqGy9sZG30Wo4kHzFab2thS886PQkLDKOVR6tqfc0nhClIu2E6UvZCiJpGAuPViMkbkbRYXQ/yg79AVqLhOjO1bj6m1sOgbtcSh5wq1BZyNPko4XHh7IjfwanUU8WmU5upae3Rms4+nens05k6DnUq7lzuwbkrWUzecIq/T1w2WP5wIw8m9G1IYC07E+VMiOrH5PXWA0zKXoiKk51bQMSFVHZFp7ArOpnjCRnc6UpWozajdR1nOtTT9Qpv5u2IhXkJDyZzMiB+v25I9Ng9ELcf8rK4rlJxzFLDIUtLDlpZcsTSkswS9mOmMqOBcwN9ILyle0s8bT3v8cyrltRbpiNlL4QojqIobDmVxPdbojgcm6ZfbmaZgLv3arItLxikf6TAnDGdJ1PnoT6Vnjept0ynOpR9Tn4hm05cZvG+GHZFpxit93K04snWvjzV2gcfZ5vS7bQ085E/9Ag0H6wbRdGE85GfTz/Pmug1rD23lkvZl4zW17atTf/A/oQFhOHv6F/1GRSiGqoOddeDSspeCFHTSGC8Gqk2jUhhPpzZqOtFHr0Fo17kznWh1YvQ8plSvU2bmJ3IjvgdhMeGszdxL9cLih9+1N/Bn04+ut7krdxbYWFuce/ncg92RSfz2dqTnLh0c74ntZmKZ9vVYUyPh3C21Zgwd0JUD9Wm3noASdkLUX65BYUciknTBcKjkjkcm2YwWsytzM1UtPBxJDTQjdBAV4LrOGNlYV78jhUF0mJ0vcFj9+qC4UnHQdGSamZ2sze4pSUnLDUUlDAsurXamuZuzQnyCCKoVhDNazXHTlOzX86Test0pOyFELfSahU2Hk/k+y1RnLzlflelTsfVdwt5VnsNngI0z8nlrdrdCer9HVhUzRQdUm+ZTnUr+4sp2SzdH8uy/XEkZeYarFOpoGM9N55u48fDjTzQqEvZi7poPvLIRZBo3DtbNx/5o9BiiEnnI9cqWg5cPsCa6DVsuriJ7HzjUYyauzUnLDCM3v69cbJyqvpMClFNVLe660EiZS+EqGkkMF6NVMtG5OoFOPAzHFoI2UmG68wsoFGYrhe5fyfdHcld5BbmEpEYwfbY7eyI30F8VjFzPaEbIiq0diidvDvRyacTbtamGca8UKvw58E4pm06zeWMmzdgDlZqRvd4iOfa18FSfYeH40I8AKplvfWAkLIXovQKtQpH49PZFZ3M7ugUIi6kkpOvvWP6Rl4OdAh0JbSeKyH+Lthb3eFlvcJ83cPUot7gsfsg8xIKcFGtNgiEX9CU/MKfq5Wrfm7wYPdg6rvUx8LMtC8JVjSpt0xHyl4IAVBQqGXtkUvM2BpFVNItQ0qb5VLbbzc5NlvIV/L0i73zCxibq6ZX31mo6nas0rxKvWU61bXsCwq1bD19hSURMWw5lcTt7zS62mp4opUPT7X2pZ57GV4mTDqp60V+dNkd5iP3g+ZPmnw+8usF19kas5XV51azO2E3WsXwWlZtpqaLTxfCAsLo7NPZ5J1NhKhq1bXuehBI2QshahoJjFcj1boRKciD0+t0vcjPbzde71rvZi9yG5dS7VJRFM6ln2N73HbC48I5nHSYwtuHsrqhqWtTOvvqhlxv5NKoyudSupZXwI/h55iz/RzX82/msY6rDRP6NKRXE09UpXgxQIj7TbWut+5zUvZC3JmiKJy5nMXOqGR2Raew93wKmTkFd0wf4GZL+0BXOtRzo12AKy53GhXm+lWIjdAFwWP2QvwBKLhOPnDylmHRD1tZkmpe8otzAY4BBLkH6QPhPvY+9/21hNRbpiNlL8SDLa9Ay4pDcczcFs3FlGu3rCnEv+5xcu3Wk1WQpl9qX6jl1bR0nq43EE2vL8DSvsrzLPWW6dSEsk9Mz2H5gViW7I8lNtV4VMIQf2eGhPjRt5kX1ppSdmbQFsKFf+8yH3mwrhd50yfA1jQdOACuXLvC+vPrWRO9htNXTxutd7R0pLd/bwYEDqCZW7P7/hpTCKgZddf9SspeCFHTSGC8GqkxjUhKNBz4CQ7/Btdum+vJ3FI33FTrYeDXvlS9yIuk56azK2EX4XHh/Bv/L2m5acWmc7N2081L7t2ZdrXbYWthW/5zKaPE9BymbTrNHwfjDOYebePvwvv9G9Hcx6nK8iJEdVBj6q37kJS9EDcpikJM6rUbc4SnsDs6meSsvDum93K00g+NHlrPFS/HYuaQVBRIPQcxe24OjX7lFACZKhWRVrog+CFLS45ZasgpYYhNtZmapq5N9cOit3RvibOV8z2fd00j9ZbpSNkL8WDKyS9k6f5YZm+LJiE955Y1Co0C4ilwWkPi9Yv6pWpF4emMTF7Nt8JxwAzdfMsmIvWW6dSkstdqFXZFp7A4IoZNxy+TV2jYi9reSs1jLb0ZHOJLU2/H0u847xqcWgdHiuYjv22kITM11Hv4xnzkfatsioHinE49zZroNaw7v47k68lG6/0d/AkLDKN/QH9q29U2QQ6FqBo1qe6630jZCyFqGgmMVyM1rhEpyIWTa3RB8gs7jNe7NdAFyFsMAeuyPfwt1BZyNPko4XHhhMeFF/sGLOgeNLf2aE0Xny509umMn4NfOU6k7I7Fp/PZuhPsOZdqsHxgkDf/7dWA2k7FPGAX4j5U4+qt+4iUvXjQXc7IYVd0MruidMHw+DTj3kJFXGw1tA/QBcFDA93wd7Ux7jlTkAsJh28OiR67F7KvAHDJ3JxDtwTCz2osUEp4+c9eY6/vDR7kHkQT1yZYqU33wLS6kHrLdKTshXiwXMsr4Pe9McwJP8eV2+ZkDq6XjZnbWk6nHzJY3jMrm7FX0/Ft+Bj0/arUI8FVFqm3TKemln1qdh5/HoxjcUSs4VQBNzT1dmBIiB8DWtbG4U7T5BQn8zIcW64bbv1O85E3eUw31Lpfe5PNR16gLWDvpb2sjl7Nlpgt5BTmGKVp7dGaAYEDeKTOI9hpyjDcvBA1QE2tu+4HUvZCiJpGAuPVSI1uRJLP3uxFfv2q4Tq1FTQZCK2GgW+bMvUiL5KYnUh4XDg74naw59KeYi/wQfcmbGcf3ZDrwe7BlTqnkqIo/HMyiS/Wn+R8crZ+uaXajFc6BzCySyC2lupKO74Q1UGNrrdqOCl78aBJu5bHnnMp7IxKYVd0MtFXsu+Y1s5STdu6Lvrh0Rt42GNmdtv1R3ayLvhd1CM84RAU5lEIRGksOGhpqZ8jPFFdcnvubedtMCx6gFNAlU/7UhNIvWU6UvZCPBgycvL5dfdF5u44x9Vr+QbrOjZUY+v5N7su/2WwvEVOLm+lXqWlmR30/0Z3714NSL1lOjW97BVF4WDMVRbvi2XtkUsG0+EBWFuY06+5F0NCfGlVx7lsw4wXzUd+ZClkJhivd/SD5k/pOoi4PXSPZ1J+WXlZ/H3xb9acW0NEYoTRektzS7r7dicsMIz2tdujNpNnV6Lmq+l1V00mZS+EqGkkMF6N3BeNSH6Obi6mAwsgZrfxevcmul7kzZ8CqzIMY3WLnIIcIhIj9L3JE7KLuRkB7CzsaF+7PZ19OtPJuxOu1q7lOt7d5BVo+W3vRaZvPkvaLQ8fatlb8lbP+gxq5Yv57Q/jhbhP3Bf1Vg0lZS/ud9m5Bey7kMru6BR2RiVz4lIGd7q61KjNaF3HmQ713Ggf6Epzb0fU5rcEprVaSD5zszd4zB5IjQbgukrFMUuNvjd4pJUlWSX09DFTmdHAuYEuEH5jaHQPW4+KPPX7ltRbpiNlL8T97Wp2Hgt2nmfBrgtk5hQYrHukiSMefrvYGLuU3MKbvcd98vN5MzWNR65dR1W/N4T9D+yrT3sm9Zbp3E9ln5GTz5rIBBbvi+VofLrR+nrudgwJ8WVgkDeudpal37G2UDdyYuQSOLm6Ws9HnpCVwLpz61gdvZoLGReM1rtaudIvoB8DAgfQwKVB1WdQiApyP9VdNY2UvRCippHAeDVy3zUiSSd1vcgjF0HObTcgFjbQ9HFoNRy8g8vVixx0bwJHp0UTHh/O9tjtRF6JpFApNEqnQkVTt6Z08ulEF58uNHJpVLa3gksh/Vo+3285y8+7L5BfePPPv6GnPe/3a0zHh0x3IyREZbnv6q0aRMpe3G9yCwo5FJPGrqhkdkWncDg2jQJt8ZeT5mYqWvg46uYJr+dKsJ8zVhbmNxPkXYOEg7fMD74PctIASDEz4/Atw6KftNRQUMI1gbXamua1mhPsHkxL95a0qNUCWwvbijz1B4bUW6YjZS/E/elKZi5z/z3Hwt0Xyc67eR9spoL+zd2pV+84f5xbQGrOzSnAHAoLGZmWweCMTDQae+g9GYKeLfc9eWWRest07teyPxafztL9saw4FG/0AomFuYqejT0Z0saXDoFuxiMNlSQvG06tv8t85I9Ai8FQv4/J5iNXFIVjycdYHb2ajRc2kpabZpSmvnN9wgLC6BvQF3cb96rPpBD34H6tu2oCKXshRE0jgfFq5L5tRPKuwYmVsH8BxO0zXu/ZTDfMevOnwNL+ng6VnpvOroRdbI/bzr/x/5Kea/xGMEAt61q6nuQ+nWjv1R4bC5t7Ou6tLiRnM2XDKTYeTzRY3r2hO+/1bUg993s7RyGqk/u23qoBpOxFTVdQqOVYQoZ+nvCIC6nkFmjvmL6xlwOhgbp5wtvUdcXu1ulKMi7dCIDfGBo98QhoC1CACxZqDt0yLPpFi5KnWXGzdtMPiR7kHkR9l/pYmFXe1CwPEqm3TEfKXoj7y6X068zZfo5F+2IM2k61mYrHg7xp1TiB387O4nz6ef06CwWGZmTwclo6jloF/DvBYzPByc8Up3BXUm+Zzv1e9tfzCtlw7BKLI2LZdz7VaL2PszVPtfblydY+eDlal23nmYlwdLkuSJ541Hi9pSM0edTk85HnF+azI34Ha6LXsC1uGwVawxcFzFRmtPdqT1hgGN39umOtLmM5CGEC93vdVZ1J2QshahoJjFcjD0QjknhMN8z6kaWQm2G4TmMHzQbpguS1W97zoQq1hRxJPqIfcv3M1TPFprMwsyDEM0Q3N7l3Z3wdfO/52AB7z6Xw2bqTBsN1mZupeKatH2N6PFS2YbqEqKYeiHqrmpKyFzWNoiicuZzFzhs9wveeTzHqrXOrADdbQuu5EhroRrsAV1xsNboV2kJIOnGjN/g+3fDoaTEA5AMnLDUGgfCr5uZ3PAZAoGMgLd1bEuyhC4T72PlU+KgyQkfqLdORshfi/hCTco1Z26NZfiDWYJQyjdqMISG+dG2ey6+nZ7D/8n6D7XpnX2N06lV8CwpBbQUPfwxtXjVZUK40pN4ynQep7KOvZLE0IpblB+JIyc4zWGemgq4N3BkS4ku3hu5YmJfx/+XyCV2A/Miy4ucjd/KD5oN1QXK3evdwFvcmLSeNvy78xZpza4i8Emm03kZtwyN1HmFA4ABae7bGTFV96w3xYHuQ6q7qRspeCFHTSGC8GnmgGpG8bDj2h64XecJB4/W1g3QB8qZPgKVdhRzyUtYldsTvIDwunL2X9pJTmFNsurqOdens3ZnOPp0J8gi6p15iWq3Cqsh4pm48zaX0m8ezt1Qzqns9Xuzgj6W65Af2QlRnD1S9Vc1I2YvqTlEUYlKvsevGHOF7zqWQnJV3x/RejlaEBrrRoZ4r7QNdb/bQyc2EuP03e4PH7Ye8TAAyzFRE3giCH7S05JilhtwSHvJbmFnQ1K2pLhDuHkzLWi1xsnKqyNMWJZB6y3Sk7IWo2aKvZDFzazQrD8dTeMs0I9YW5jzT1o8Bra35/ewc1p1bZ7BdUKE54y/H0yL3Rvvr3Qoemw216ldl9stF6i3TeRDLPq9Ay+aTl1kcEUv42Svc/kSzlr0lT7byYXCIL3VcyziljrYQzofDkSVwYjXkZxun8W6lC5A3fQJsXct/IvfoYsZF1kSvYe25tcRnxRut97L1on9Af/oH9ifAMcAEORTizh7Euqu6kLIXQtQ0EhivRh7YRiThsK4X+dHlkJdluE5jrxtivfUw3ZDrFSSnIId9ifv0vckvZV8qNp2dhR2htUPp7NOZjt4dcbUu3w3K9bxC5u44x6zt0Vy7Ze43Xxdr3u3diL7NPKV3mqiRHth6qxqQshfV0eWMHP3Q6LuiU4hPu37HtC62GtoHuuqGRw90w9/VBhVAeqyuJ3jMHl1v8MvHQdGiAJfU5vre4AetLImysEApof100DgQ5B6k/2ni1gRLcxmxxVSk3jIdKXshaqZTiRnM2BLFuqOXDAJ1dpZqXgitw1NtavHnuV9YeGIhedqbL5/5qe15MyGGHtmZurbVTA1d3oWOb4K52ug41ZHUW6bzoJd93NVrLNsfx7L9sSSkG3eoaB/gypA2vvRq4omVRRk7OuRlw6l1ELkYzm2ttvORaxUtBy8fZM25NWy6sIms/CyjNE1dmxIWGEafun1wtnI2QS6FMPSg112mJGUvhKhpJDBejTzwjUhuJhxdputFnnjEeL1PiK4XeZOBoKm4OcEVRSEqLUofJD985TDa229OABUqmrk1o5NPJ7r4dKGhS8MyB7OTMnL4etMZlh6INXiw0aqOM+/3a0SQn9xMiJrlga+3TEjKXlQHadfy2B2tC4Lvik4m+koxPWBusLNU07auC6H13AgNdKWBhz1mSoFu/kX9/OB79UNNFgJnNRYctLTk8I1A+GV1yQ/zve28dXODewQRVCuIAKcAGe6xGpF6y3Sk7IWoWY7EpfH9lij+PnHZYLmjtQXDO9Tl2Xbe/BW7ktmRs7mae/Xmegt7XsuBp2KOox/3zL0xDJwNXi2q7gQqgNRbpiNlr1OoVQg/e4Ul+2L55+RlCrSGjzkdrS0YGOTN0238aOBpX/YDlGo+8segxRDwbWeyqQ9yCnLYFruN1dGr2ZWwi0Kl0GC9WqWmk08nBgQOoLNPZzTmGpPkUwipu0xHyl4IUdNIYLwakUbkBkXRDa++f4FuuPX8a4brLR11Nwath4F7owo/fHpuOjvjd7I9bjs7E3aSnptebDp3a3c6+XSis09n2nm1w8ai9MH6EwkZfL7+BDujUgyWD2hRm7d7N8DHueIC/0JUJqm3TEfKXphCdm4B+y6ksvvG8OgnLmUYDTVZxFJtRmt/Z0IDdYHwZt6OqPMyIC7iRm/wvRB/QN/OX1OpOGap4aCVJYdvBMOzS3gAaKYyo6FLQ4Me4e427pVx2qKCSL1lOlL2QtQM+y+k8v2WKLafuWKw3M1Ow4hOATzT1o99SeF8d+A7LmRc0K+3MLPgWadmjDj6Nw55RS+pqaDDaOg2EdQ1b7QUqbdMR8reWFJmDn8ejGdJRCznk41fBG3p68TTbXzp37w2tpblGJXh8nFdL/KjyyCzmBENq8l85MnXk1l/bj1rz63lZOpJo/UOGgd6+/cmLDCMFrVayMiIokpJ3WU6UvZCiJpGAuOl4O/vz8WLFw2WvfPOO0yZMkX/OSYmhv/85z9s2bIFa2trhg4dyrRp09BoSv+mpDQixchJhyNLdUHypOPG633b6QLkjR8FC+sKP3yBtoAjV47oepPHh3P26tli01mYWdDGs40+UO5r73vXfSuKwtbTSXy+7qRBDzuN2owRHevyWtdA7K3KP7+5EFVB6i1j0maI+0luQSEHL6axOzqZXdEpHI5NM+otU8TcTEULH0c61HOjfaArwb5OWGVe1A2LHrtH1xv8yilAt32ymZm+J/ghK0tOaTQUlPDwzFptTYtaLfRB8Oa1mmNrUcY5HoVJSb1VvKpoN6Tshai+FEVhV3QK3285y55zqQbrPB2seLVLAENC/IhKP8G0/dM4mHTQIE0fn66MiYvG+/zOmwud6+p6ifu1q4pTqBRSbxVP2gzTUhSFvedTWRIRy/qjl8gtMBxt0FZjTliL2gxp40cLH8eyB4ZLOx95i6ehyeMmnY/8zNUzrI1ey9pza7ly/YrRej97P8ICw+gf0B8fex8T5FA8aKTuMh0peyFETSOB8VLw9/fnpZde4uWXX9Yvs7Ozw87ODoDCwkJatmxJrVq1+Prrr0lJSeGFF17g8ccf5/vvvy/1caQRKYGi6HqY7V8Ax/+EgtvmebJygpbPQKsXoVb9SsvGpaxL+iD53kt7yS3MLTZdgGMAnX0609mnMy3dW2JhducAd36hlsX7Yvjm7zNcvZavX+5mp+HNR+ozuLUvanMZBlZUT1JvGZM2Q9RkBYVajiVksDMqmd3RKURcSDV64Herxl4OhAa60qGeGyG+ttilHr/ZGzx2H2QnAbpQ+HkLNYctbwbCYyxKfvmrlnUtgtyDCPYIpqV7Sxo4N0BtVjPmRRXFk3qreFXRbkjZC1H9KIrCttNX+H7LWQ7GpBms83G25rWugQxq5UNyTiLTD05nw/kNBmmC3YN5y7E5zbZPh1tHOWv9EjwyCSztquAsKo/UW8WTNqP6SL+Wz8rD8SzaF8OpxEyj9Q097Rkc4svAIG+cbMoxvHheNpxcqxtq/dy24ucjf6inrid5/d4mm4+8UFvI3kt7WXNuDZtjNnO94LpRmmD3YAYEDqCnf0/sNeUYdl6IUpC6y3Sk7IUQNY0ExkvB39+fsWPHMnbs2GLXb9iwgf79+xMbG0vt2rUBWLx4MS+++CJJSUmlLlhpRErp+lWIXAIHFtzoeXabOh11vcgbhVXqkHHXC64TkRhBeFw42+O2k5idWGw6ewt7Qr1D6ezTmY7eHXGxcik2Xfr1fGZujWLBzgvkFd684anvYcfEfo3pUr9WpZyHEPdC6i1j0maImkRRFE5fzmRXlG6e8L3nUsjMLbhj+oBatoQGuhIa6EZ7T3BOOaTrDR67D+IPwo0XxvKB45YaDllZcujGsOhXzc1LzEugYyBBHkG6OcLdg/C285bhF+8zUm8VryraDSl7IaoPrVZh04lEvt8SxfGEDIN1AW62vN6tHo+2rM31wizmHpnLwpMLydfefIG6jkMd3mz8Et0PLkN1et3Nje1rw6MzoF6PqjqVSiX1VvGkzah+FEXhSFw6iyNiWX04nuw8wzm4NWoz+jT1ZEiIH+0CXMp3fZuZqBtmPXIJXC5mPnIrR2j8mG7aQb/2YKJr6Oz8bP65+A9rotewL3EfCoaPhi3NLenm242wwDBCa4fKS6+iQkndZTpS9kKImkYC46Xg7+9Pbm4ueXl5+Pr68uSTT/Lf//5XPwzVhx9+yKpVq4iMjNRvc/XqVVxcXNiyZQvdunUr1XGkESkjRdH1Sts/H06s0j+M17NxhZZDodUwcA2s5KwonE07q+tNHhdO5JVItLe/zQuoUNGsVjM6e3emi28XGjg3MLopikm5xpcbT7HuqOG8Ul3q12Jiv0bU95C3a0X1IfWWMWkzRHWmKAoxqdfYGZXCrmhdr/CU7Lw7pq/taEVoPTdCA1zo5JxKrbRI3ZDosXsgJUqfLsNMxWFLS30g/JilhtwS5ge3MLOgmVszWrq3JNhd1yPc0dKxQs9VVD9SbxWvKtoNKXshTK+gUMu6o5eYsSWKs0lZBusaeNgzqns9+jbzQqsUsPTMUmZFziL9lp7gTpZOvNbiNZ7U2mCxbjxcS765g+aDoc+XYO1cVadT6aTeKp60GdVbdm4B645cYnFEjNFIEAD+rjYMDvHjiVbeuNuXs4f3Xecjr6OrE1oMqfRnYSVJzE5k7bm1rI5ezfn080brXaxc6Fu3LwMCB9DQpaG8ECvumdRdpiNlL4SoaSqr3rqvXvkbM2YMwcHBODs7s2/fPiZMmMD58+eZO3cuAImJiXh4eBhs4+zsjEajITGx+F7EALm5ueTm3gzmZmRk3DGtKIZKBXXa6376fAmHf9f1Ii96UH8tBXZ9r/up20XXi7xBP1CXYwiru2ZFRX3n+tR3rs+IZiNIy0ljZ8JOtsdtZ2f8TjLydN+tgsKRK0c4cuUIMw7PwN3GnU7eneji04W2Xm2xsbDBz9WGH54JZtiFVD5dd5LI2DQAtp+5wo6zVxjSxo83H65PLfvK6w0vhCg/aTNEdXM5I4dd0cn6XuHxacbDGxZxsdXQPtCVTv62dLGNwzMjElXsXvhnr27EFnTDol9Sm3PQ1kYXCLeyJMrCAqWEh1mOlo4E1QrSBcI9gmns2hhLc2nHhIDKaTekzRCi+sgv1LLiYDwzt0VxIeWawbpm3o6M6l6PRxp5oFLB5pjNfHvgW2IyY/RpNGYanm38LCPqPYn95k91wyoXsXGF/t9B4wFVdDbC1KTNqN5sLdU8FeLLUyG+nE7MZElELH8eiiPtxrR5F250hJi26TQ9GrrzdBs/OtevhblZGYLCHk2g56fw8MdwfruuF/nJNTfnI0+7COFTdT/erXUBchPMR+5p68mIZiN4qelLnEg5wero1Ww4v4Grubp7itScVBaeXMjCkwup51SPAYED6Fu3Lx62HnfZsxBCCCFE9VTte4x//PHHfPLJJyWmiYiIoHXr1kbL//jjDwYNGkRycjKurq688sorXLx4kb/++ssgnUaj4ZdffmHIkCFlyoO8XXUPFAUu/KsLkJ9YDbcMOQeAbS0IehaCXwCXulWSpQJtAUeuHGF73HbC48KJSosqNp3GTEOIZ4h+bnIfex+0WoU1RxKYuvG0QSDDzlLN690CGd6hLlYWJQ9NK0RlelDeCpU2Q9QkV7Pz2HNOFwTfFZ1M9JXsO6a1t1TTNsCF7j7Q2Soa74xIVHH74FKkvg0tBM5oLDh0o0f4QStLktQlvwPpY+dDsIduSPQg9yDqOtbFTHXnHuTiwfCgtBlg+nZD2gwhTC8nv5BlB+KYvS3a6KW0VnWceaN7PbrUr4VKpeLIlSNM2z+NQ0mHDNL1C+jH6KDR1L58ClaNgoz4mysb9IOw78DOvQrOpupJm2FI2oyaKye/kE0nLrMkIoadUSlG670crXiylQ9PtvbF18WmfAcp7XzkLYbo5iOvxGkHS5KvzWdn/E5WR69mW+w2g2kiQDfKYjuvdoQFhtHDrwc2FuUsD/FAepDajepGyl4IUdM8sEOpJycnk5ycXGIaf39/rKyMhzaKj4/Hx8eHPXv20LZt23IPVVXcW7m+vr7SiFSUrCtw+Dc48BNcNR62icDuumHWG/QBc4sqy1ZCVoJ+yPV9ifvIvX0I+KLsOQbS2acznXw60ci5GT/vimPm1iiD+aq8nax5u3cDBrSoLcNOCZN4UC5+pc0Q1Vl2bgH7LqSyKyqZXdEpnLiUwZ2uwizVZoTUcaC/ZwahllH4ZB7BLHavrmfJDddUKo7eMj94pJUl2SUMi26uMqeBSwP93OBB7kHUsqlV0acp7gMPSpsBpm83pM0QwnSu5RXw+94Yfgw/R1Km4b1eaKAro7rXo32AKyqVirjMOKYfnM7GCxsN0rX2aM1brd+iiYM//P0hRMy9udLSQTdiWounTTaPcFWQNsOQtBn3h4sp2SzdH8uy/XFG9YNKBR3ruTEkxI9HGnugUZfzpdKMS7ph1o8sgcvHjNdbOUKTgdB8CPi1M1k9kp6bzl8X/mJN9BoOXzlstN5abc0jdR4hLDCMEI8QzM2kU4go2YPUblQ3UvZCiJrmgQ2M34u1a9cSFhbGxYsX8fPzY8OGDfTv35+4uDi8vLwAWLJkCS+88AJJSUmlLlhpRCqJVqsbXurAAji1DrQFhuvtPCH4OQh+Hpz8qjRr1wuus+/SPl2gPD6cxOzihzaz19jToXYHWrq15+ApD1bsT0N7y39YS18nPujfiFZ1XKoo50LoSL11d9JmiIqWk1/IoZg0dkcnszM6hcjYNAq0xV92mZupaOdtyWO1EmhnEUXtzCOYx++H3JtDZCabm3HIUtcT/LCVJSc1GgpLeEBmo7ahRa0WuiC4RxDN3ZpLbw5RKlJvlU5ltBtS9kJUvsycfH7dc5F5O86Tkp1nsK5bg1qM6l5Pf7+WnpvO/x35P34/9btBj0l/B3/GtRpHV9+uqGL3wcqRkHru5o7qdoFHfwAn3yo5J1OSeqt0pM2omQoKtWw9fYUlETFsOZXE7ZfyLrYangj2ZnCIH/Xc7cp/oMRjul7kR5ZBVjHPm6rJfOQxGTH6+cjjs+KN1nvYeNA/oD9hgWEEOpkun6J6k7rLdKTshRA1jQTG72L37t3s2bOHbt264ejoSEREBG+++SatW7dm1apVABQWFtKyZUs8PDz46quvSE1N5cUXX+Sxxx7j+++/L/WxpBGpApmX4fBCXS/ytJjbVqrgoUd0vcgf6gnmJQ8TW9EUReHM1TPsiN/B9tjtHEk+gvb24a/QDS31kFMTMlLqEX3RD22uly7vQL/mXrzbu2H5h98Sooyk3jIkbYaoDAWFWo4lZLAzKpnd0SlEXEglt8C4fQBdh4/O7rk85hpLiPlZvDKPYH75GCi60UYU4LyFWh8IP2RlSaxFyaOmuFu7E+QRpO8NXt+5Pmqzqm0jxf1B6i1jVdVuSNkLUXnSruWxYOcFFuw8T0aO4UvYvZt4Mqp7PZp6OwKQV5jH4lOLmXNkDhl5N19Sc7Z05vWWr/NE/Sew0Gph6xew6383h0NWW8MjkyBkBJQwisv9ROotY9Jm3J8S03NYfiCWJftjiU29brQ+xN+ZwSF+9GvmhbWmnL2mtYW3zEe+GvKvGafxCdEFyZs+ATam6XShKAqHkg6xOno1my5sIjM/0yhNE9cmhAWG0aduH1yspHOIuEnqLtORshdC1DQSGL+LgwcP8vrrr3Pq1Clyc3OpU6cOQ4YM4e2338bG5mbwMSYmhtdff50tW7ZgbW3N0KFDmTZtGpaWpZ+3RxqRKqTVwrktsH8BnN6gDxjoOXhD0I1e5I7eJsliWk4a/yb8S3hsOP8m/EtmnvENAYBZoRM5GfUpyGpIYXY9NGZWDOvgz3+618PBquqGiBcPJqm3DEmbISqCVqtwJimTXVG6OcL3nkslM7eg2LTmFPKwSxJhzrEEq87gmX4Ys8wE/fo84MSNYdEPWup6hKeZl/xArZ5TPX0QPMg9CG87b5muQ1QIqbeMVVW7IWUvRMVLzspl7o7z/Lr7gsF0V2Yq6N+8Nv/pVo8GnvaALtjz98W/+fbAt8RlxenTWppb8lzj5xjedDj2Gnu4dARWjISk4zcP5BMCj80Gt3pVdm7VgdRbxqTNuL9ptQq7olNYHBHDpuOXySs0fBHW3lLNo0G1GRLip3/Zplxys+DUWohcrAuWG81HbnFjPvLBJp2PPLcwl22x21gTvYZ/4/+l8LbndmqVmo7eHQkLDKOLbxcszU2TT1F9SN1lOlL2QoiaRgLj1Yg0IiaScQkO/QoHfoaMOMN1KjPdjUCrYVCvB5hoTqMCbQGRVyLZHredHXE7iEqLKjadolVTeC2QgqyG2BU2Y1y3tjzdxg+1+YPRq0BUPam3TEfK/v6hKAoXU66xK1oXCN8dnWI0BGsRe67xsP0F+jrF0kI5hVv6Ucxu6fGRbqYi0lLXE/yglSXHNJbkmd05qK0x09DUrSlB7kEEewTTolYLHC3v4UGbECWQest0pOyFqDiJ6Tn8GH6O3/ddJCf/ZkBJbaZiYJA3r3UNJKDWzaGPDycdZtr+aUReiTTYT1hAGG8EvYGXnRcUFsDOb2Hbl1A0tLqZBXSbAKFjqnw0s+pA6i3TkbI3vdTsPP48GMfiiFiikrKM1jf1dmBwiB+Ptqx9bx0iSjsfeYunwbetyeYjT7mewobzG1hzbg0nUk4YrbfX2NPbvzdhgWG0rNVSXup9QEndZTpS9kKImkYC49WINCImpi2EqH90vcjP/mX81qyjLwS/AEHPgoOXafJ4Q3xWvG5e8rhw9l3aR562+ABKYY4H9kozRgT348VWXbAwlx7komJJvWU6UvY1W2J6Druik9kVncLu6BTi04yHTQQFX1USXa3O0dPhAk21p3DKjEKFcmMtJKjNOXgjEH7IypIojabE4zpaOup7gge7B9PYtTEa85K3EaKiSL1lOlL2Qty72NRrzN4ezbL9cQY9OTXmZjwV4sOrnQMNprSKzYjl24Pf8vfFvw3208azDeNbj6exa2PdguSzul7i8ftvJvJoCgNng2ezSj2n6kzqLdORsq8+FEXhYMxVFu+LZe2RS1zPN+w1bWVhRr9mtXm6jS+t6jjfW0A48aiuF/nR5cXPR+7srxtqvflgk85HHnU1ijXn1rD23FqSriUZrfe19yUsIIz+gf3xtfc1QQ6FqUjdZTpS9kKImkYC49WINCLVSHocHPxF95N5yXCdyhwa9IHWwyCgu8nneLuWf419ifv0gfLL1y4Xm85csaGtVyj963Wno3dHnK2cqzin4n4k9ZbpSNnXLFez89hzLoVd0SnsjE7m3JVsozQWFNBUdZ5QTTTdbc/RqOAUNnnJ+vUFwFmNhW5u8BvB8CR1yT3IfO199UHwIPcg/B39MVPJKCLCNKTeMh0peyHK79yVLGZui2bloXgKtDcfc1hZmDG0TR1e6RyAp6OVfnl6bjpzjsxh0alFFGhvToUS4BjA+Nbj6eTdSRe80mph34/wz8dQcOMFOZUZdBgLXd812fDF1YXUW6YjZV89ZebkszoygSURsRyJSzdaH1jLliEhfjwe7I2r3T3UH9pCOLdN14v85JpqOx95obaQfYn7WHtuLX9f/JvrBcYvGge7B9M/sD+9/HvhoJG/5fud1F2mI2UvhKhpJDBejUgjUg0VFuh6j+9foOtNzm1/1s7+N3uR27mbIocGFEXhzNUzhMeFsz56C1Hpx0Fl/K9ohhnNazWns09nOvt0pr5zfRlqSpSL1FumI2VfvWXnFrDvfKq+V/iJSxncfmXkRCatzM7QVn2WzlbnqFdwFrU2V7/+mkrFkRvzgx+ysiTS0pJrJbyMZa4yp6FLQ/2w6EHuQbhZu1XWKQpRZlJvmY6UvRBldzoxkx+2RrH2SAK3xMOx1ZjzfKg/L3Wsi9stwae8wjwWnVrEnCNzyMzL1C93sXLhPy3/w+MPPY7a7MYLbWkxsOo/cD785o5dAnW9xH3bVPap1QhSb5mOlH31dzwhnSURsaw4FE9mToHBOgtzFT0bezI4xJeO9dwwK2FapbvSz0e+CM5tx+iZmJkF1O+lC5LX72WyF3qu5V9jc8xmVkevZu+lvSi35VNjpqGrb1cGBA4g1DsUCzMZTfF+JHWX6UjZCyFqGgmMVyPSiFRzVy/qepAf+hWybuuVbWYBDftB21ehTqhp8leM1Oup/LB3HStO/U2e5iQq85xi03naetLJuxPd/brToXYHCZKLUpN6y3Sk7KufI3Fp/HPiMjujU4iMTTPoVQZgxzX6mO+jjdkZ2mui8SmMNVhfAITbWBNxIxB+SqOhsIT62EZtQ0v3lrR0b0mwezDN3JphY2Fzx/RCmJrUW6YjZS9E6R2LT+f7LWf567jhPZ+DlZrhHevyYqg/TjaG05D8deEvvj3wLfFZ8fplVuZWPN/keYY3HY6the3NxId+gw3vwC3Bc9q8Ag9/DJpb0j3gpN4yHSn7miMnv5D1Ry+xOCKWfedTjdZ7O1kzOMSX59rVwdn2HqdPykjQzUceuQSSjhuvt3LSzUfeejh4Nb+3Y92DxOxE1p9fz+qo1USnRxutd7FyoU/dPjzV4CkCHANMkENRWaTuMh0peyFETSOB8WpEGpEaojAfTm+A/fPh3Fbj9d0mQuf/QjUKLufkFzJ/ZzSzdv9DnuVxzO1OYW5pPBcTQJB7EO+1fY+GLg2rOJeiJpJ6y3Sk7KuPjJx8vlh3ksURscWuV6mgiacds/Pewyf7WLFpYtVq3vWqzZESRkZ3t3Yn2CNYHwh/yPmhmz3PhKgBpN4yHSl7Ie7uaFw60zef4Z+ThvdJLrYaRnSqy3Pt6mBvZdzLcP6x+Xx74Fv9ZxUqwgLDeCPoDTxtPQ0TH/4dVr5287ODDzz2AwR0rchTuS9IvWU6UvY1U/SVLJZGxLL8QBwp2XkG6+p72PHX2M4V1wlCPx/5MuOOIypzeHqRrge5CSmKwsnUk6yJXsP68+tJzTF8ccDCzII5j8whxDPERDkUFU3qLtORshdC1DQSGK9GpBGpgVLPwYGf4dBCuHZzHljavAK9vzT5/OO3S8nK5bt/zvL7vhi05imo7U5hYXcKjd15CsnXpzNTmfFU/acYFTQKR0tHE+ZYVHdSb5mOlH31sP3MFd794wiX0g1H5AioZUuHQDdCA11pF+CK85llsOr1mwnM1ODVAsWnLatsNUyO3cC12+bFq+dUTzc3uEcQQe5B1LatLSN6iBpN6i3TkbIX4s6OxKUx/Z+zbD5lGBB3t7fk1S6BPN3GFxtN8S+i7U7Yzch/RqJVtAC09WrLW63fKv4l4/zr8L9gyEzQfW4xFPpMASu53yqO1FumI2Vfs+UVaNl88jKLI2IJP3tFP53Ttre64u9WwaNSFBbA+W26XuSn1t6cj9zSEV7ZCq6BFXu8csrX5rM7YTero1ezNWYreVrdiwP2GnsW9llIgJP0HL8fSN1lOlL2QoiaRgLj1Yg0IjVYQR7s/h42T7q5rOkT8NhsUN/jcFWV4HRiJuOXHeZYfIZugSqPenViMXf7i4TsGH06Z0tnxgSPYeBDAzFTVa8gv6gepN4yHSl70yqul7itxpxxPRvQr5kXno5WNxPnZsL3rW72phj4IzQKI13JZ9LuSWy6uEmf1Nfel/Gtx9Pao7W8mCTuO1JvmY6UvRDG7hQQ93K04vWugTzZ2hcrC/M7bn8p6xKD1w7mau5VAF5t/ir/afmfO7/EtmsGbJqo+71BX12PSnFHUm+ZjpT9/eP7zWf5+u8zAHw1qDlPtvatvIPlZsGKV3UBcgD3xvDS32BpV3nHLIeMvAzeDX+XHfE7APC282Zh34W4WbuZOGfiXkndZTpS9kKImqay6i2JoIkHi1oDncbDY7N0w0YBHPsDFg3W3RxUMw087fnztQ6M7l4PczMVKBqiLgRyMXIkXdxexFptDcDV3Kt8vPtjnln3DMeSix/+VwghHjTbz1yh17fhBkHxjvXc+OvNzrzUsa5hUBxgxzc3g+IN+0OLwexLOcYTq58wCIo//tDjLA9bTg+/HhIUF0IIISpJZGwaw3+KYMCMnQZBcS9HKz59rCnb/tuV59r7lxgUzyvMY9y2cfqgeCfvTrze8vU7B8VzM+Hfb258UOmm3xJCiErWpq6L/vf9F65W7sEs7WDgbHBroPucdAJWj4Jq1m/KQePAtC7TaOTSCID4rHhGbxnN9dtG7xJCCCGEKCsJjIsHU8uhMOQ3UN8IikRvgV8GQHaKafNVDI3ajHE9G7B8ZHvq3hhOKyffjLU7GhKQO4luPj31aY+lHGPouqF8vOtjo3mZhBDiQZGRk887y4/wwvx9+qHTbTXmfD6wKb++1AYfZxvjjVLPw+4Zut/NNeQ//CHfHviWEZtGcPmaLljuoHHgm67f8EnoJ9hYFLMPIYQQQtyzooD4oz/sZMstAfHajlZ8VhQQb1cHS/WdA+JFpuybwrEU3YvD3nbeTO40ueQRtvbMgms37gmbDQLPpvd0LkIIURotfJ2wMNe9sBNxsQqe5Vja656Jaex1n4+vgF3fV/5xy8jGwoYZPWbgYeMBwNHko0zYMYFCbaGJcyZExZg5cyZ169bFysqKVq1asWPHjhLT//bbb7Ro0QIbGxu8vLwYNmwYKSnV71m2EEJUdxIYFw+uBn3guZW6OZUA4g/Agt6QFlviZqYS5OfMutEdea5dHf2yPWcK2f5vL0YETqWeUz0AFBT+OPsH/Vf0Z9GpRRRoC0yVZSGEqHJFvcSX7DfuJf5M2zp37iH29wdQqJvD7lyr53hm9wfMPzYfBV3PibaebfljwB88UueRSj8HIYQQ4kF0ODaNYQv2FRsQ/3xgU7b+tyvPljIgDrDi7AqWnVkGgKW5Jd92/bbkkV6upd4MDKnMoeuEcp+LEEKUhZWFOU29dfXTuSvZpGTlVv5B3R6Cx+fc/PzPR3Bue+Uft4zcbdyZ+fBMbC10HUU2x2zm6wNfmzhXQty7JUuWMHbsWCZOnMihQ4fo1KkTffr0ISYmptj0//77L88//zwvvfQSx48fZ9myZURERDBixIgqzrkQQtR8EhgXD7Y67WHYerDz1H1OPgPze8GV06bN1x3YaNR8+lhTfh7eBnd7SwDSr+fz7Vot3tnvMbrlW9hZ6OaFyszL5Iu9XzBk7RAOXj5oymwLIUSlK1cv8SLnd8DJNSjAUlcvBqeGczL1JABqMzVvtX6LH3v+iKetZxWciRBCCPFgORRzlRcX7OOxH3ay9fQV/fJbA+LPtC19QBzgRMoJPtvzmf7zB+0+oJFro5I32vkd5Gbofg96FlwDy3IaQghxT0L8bxlO/WIlD6depGE/6Pxf3e+KFpYPq5adReo71+ebLt9gfmNKxF9P/MrvJ383ca6EuDfffPMNL730EiNGjKBRo0Z89913+Pr6MmvWrGLT79mzB39/f0aPHk3dunXp2LEjr776Kvv376/inAshRM0ngXEhPJvCS3+BS4Duc0a8LjgeV30vLLrUr8WmNzvTv7mXftnaI0nMW+fD+y1+YkDgAP3y01dP88LGF5iwYwJXrl0pbndCCFGjlbuXOIC2EDa+S6qZGaPd3fjUwYKcQl0PjQDHAH7v+zsvNHmh5GFXhRBCCFFmRQHxgTN3se2WgLi3kzVfDGzGtv92K3NAHCA9N51x28aRp9WNBPNU/ad4tN6jJW+UmQh7f9T9bm4JXd4u0zGFEOJeta7jrP99/4UqnBqv6wSod2NUrGspsORZyM+puuOXUqh3KB+0+0D/+cuIL9kWu81k+RHiXuTl5XHgwAF69uxpsLxnz57s2rWr2G1CQ0OJi4tj/fr1KIrC5cuXWb58Of369auKLAshxH1FnvIKAeDsD8M3gVcL3efrV+HnMIj6x6TZKomTjYYZQ4OZPqQlDlZqABIzcvjPr1GoU55m7sM/0cjlZq+ItefWErYyjJ+P/0y+Nt9U2RZCiApzT73Eixz8mZ0ZUTzh7cU225vpBzcYzOL+i+/eu0wIIYQQZXIw5iovzL9zQHzrW10Z2tYPjbrsjyu0ipZ3drxDfFY8AM3cmvFOm3fuvmH4NCi4rvs9ZAQ4+pT52EIIcS9a3RoYr6oe4wBm5vDE/+meiwFcOgzrxoOiVF0eSumJ+k8woplu2GitouXt8Lc5nnLcxLkSouySk5MpLCzEw8PDYLmHhweJiYnFbhMaGspvv/3G4MGD0Wg0eHp64uTkxPfff3/H4+Tm5pKRkWHwI4QQQgLjQtxkVwteWAv+nXSf86/B74Ph6HLT5usuHm3pzV9vdqbTQ276ZT/vvsiERZlMaDGLD9p9gIPGAYDs/Gym7Z/GoNWD2HNpj6myLIQQ9+yeeonfkJt1mS/3TWWkpzvJN3qjuVi5MKP7DN5v9z7WautKy78QQgjxoCkKiD8+cxfbzxgGxCc/fm8B8SKzI2ezM34noGvTv+n6DRpzTckbXb0AB37S/a6xg07jyn18IYQoL1c7SwJr6ebRPhafzvW8wqo7uLUzDP4Niu5/Di+E/fOr7vhl8EbQG/Tx7wPA9YLrjNo8ioSsBBPnSojyuf25haIod3yWceLECUaPHs2HH37IgQMH2LhxI+fPn2fkyJF33P/kyZNxdHTU//j6+lZo/oUQoqaSwLgQt7JygGeWQ6MbQ5FrC+CPl2DvHNPm6y68HK35eVgbPhnQBCsL3b/1ueRsBs3eS3xMS1YMWM2g+oNQobu4Opd+jpc3vcz4beNJzC7+TUQhhKiO7tRL/IuBzUrfSxw4c/UMT68ayEJbC/2yDt4d+GPAH3Tx7VIpeRdCCCEeRAcuXuX5uwTEn25zbwFxgPC4cGZF6ublNFOZMbXzVDxtPe++4bYvoWhErXavg61byemFEKKSFM0znl+oEBmXVrUH92wKj864+XnDOxC7r2rzUApmKjM+7fgpwe7BACRfT+Y/m/9DZl6miXMmROm5ublhbm5u1Ds8KSnJqBd5kcmTJ9OhQwf++9//0rx5c3r16sXMmTOZP38+ly5dKnabCRMmkJ6erv+JjY0tNp0QQjxoJDAuxO0srODJn6DVsJvLNrwNWz6vlkNJFTEzU/FCqD/rRneihY8jAIVahembzzJiwUmeCRzPon6LaO7WXL/NpoubGLByAHOPziWvMM9UWRdCiFIpqZf40LZ+peolrigKv538jafXDuFsge7hiUZRmNDsNWb1mIWbtTwMF0IIISpCUUD8iVm7CL8tID6lAgPiALGZsby741395zHBY2jr1fbuGyadgiOLdb9bOUHoqHvOixBClFcrU80zXqTZIGj3H93v2nxY8hxkVr/OFJbmlkzvNp06DnUAiEqL4s1tb5JfKNMGippBo9HQqlUr/v77b4Plf//9N6GhocVuc+3aNczMDK+ZzM11I98pd3hebWlpiYODg8GPEEIICYwLUTwzc+j/LXT+781l4VNh7ZugrcLhrMohsJYdy18LZezDD2FupgsSHYlLp9//drDvtA0/9/6FSaGTcLHSvYl8veA60w9OZ+CqgeyI22HKrAshRLEqqpd48vVkXtv8GlP2TSHvRs+w+rl5LPbqy9Dg10sVWBdCCCFEyQ5cvMpz8/YaBcR9nG8GxIdUUEAcdPczb259U99bsIdfD4Y1GXaXrW7Y+jkoWt3vHceClWOF5EkIIcqjqMc4QMSFKpxn/FaPTLo5xWBWIix9AQqqX0cKJysnZvaYiZOlEwB7L+1l0p5JdwwQClHdjBs3jrlz5zJ//nxOnjzJm2++SUxMjH5o9AkTJvD888/r04eFhfHnn38ya9Yszp07x86dOxk9ejRt2rShdu3apjoNIYSokdSmzoAQ1ZZKBd3fBxs32PiObtmBBXAtBZ6YC2pL0+avBBbmZox9uD7dGrjz5tLDnLuSTW6Blk/WnGDzySS+erI3awb24IdDP7D49GK0ipaYzBhe3/w6XX278nbI2/jay7wzQgjT23Y6iQl/HtUHxEHXS3zKE81KHRAH2Ba7jQ93fsjV3JsPmJ5Lz2BMvg2W3T6qyCwLIYQQD6QDF1P57p+z7DibbLDcx9maN7rX4/FgHyzMK/bdfEVR+HT3p5y+ehoAfwd/PuvwWeledks4BCdX636384A2r1Ro3oQQoqzquNrgZmdJclYuBy9epVCr6Ds8VBlzNQxaAD92gYx4iN0DmyZC36+qNh+l4Ofgx/fdv+elv14iT5vHyqiV+Nr78kpzqc9F9Td48GBSUlKYNGkSly5domnTpqxfv546dXQjIVy6dImYmBh9+hdffJHMzExmzJjB+PHjcXJyonv37nz55ZemOgUhhKixVIq8SldmGRkZODo6kp6eLkOQPCiOLIOVI3VzjgPU7QyDf9PNSV7NXc8r5MuNp/hp1wX9MnsrNZ8+2pRHW9bmzNUzfLH3Cw4mHdSv15hpeKnZSwxvOhwrtZUJci0qmtRbpiNlXz4ZOfl8tvYES/fH6ZfZasyZ2K8xT7fxLXXv7usF15kWMY2lZ5bql7lp4fOkJEKv58Dj/wfNn6rw/AtRk0m9ZTpS9qIm2n8hlembjQPivi7WvNHtIQYGe1d4QLzIklNL+GzvZwBYq635ve/v1HOuV7qNFz4BUf/ofu87Ddq8XCl5vN9JvWU6Uvb3p9cWHmDDMd3w5etHd6JxbRN9t3EHYEFvKJp277HZ0PJp0+TlLv668BdvbX9L/3lyp8n0D+hvwhyJkkjdZTpS9kKImqay6i0ZSl2I0mj+JDy9BCxu9E48Hw4/94esKyVvVw1Ya8z5eEATFr7UFi9HXZA7M6eAsUsOM+r3Q7hb1uWn3j8xpdMUalnXAiBPm8esyFk8tuoxNsdslqGohBBVatvpJHp9G24QFC/rXOIAJ1JOMHjtYIOgeDe7uvwZG6cLivuEQLMnKzz/QgghxINg/4VUnp27l0GzdxsExX1drJn6RHO2jO/KUyG+lRYUj7wSyZSIKfrPk0InlT4ofmHnzaC4kx8Ev1AJORRCiLJrfctw6vsvmmCe8SI+raDf1zc/rx0LCYdNlZsS9fLvxZut3tR//nDnh+xP3G/CHAkhhBCiOpPAuBCl9dDD8MIasHbWfb4UCfN7wtULJs1WaXV8yI2NYzrzaMub886sO3qJXt+Fs/3MFfoF9GPNwDW82ORF1CrdLAvxWfGM3TqW1/55jQvpF0yUcyHEgyIjJ5+3l0fy4oII/dDpdpZqJj9etrnEtYqWBccW8Mz6Zziffh7Q9SL7qNVbTD8bibP2xlyivb/UTZshhBBCiFKLuCUg/m/UzYC4n4sNUwdVfkAcIOV6CuO2jaPgxohezzV+jt51e5duY0WBLZ/e/NzlXVBrKiGXQghRdiH+zvrf95tqnvEiwc9Dqxd1vxfkwJLnIDvFpFm6k2FNhvFkfd1Lz/nafMZsHaO/FxRCCCGEuJUExoUoC5/WMPwvcPDWfU49B/N6weXjps1XKTnaWDB9SBAzhgbhZGMBQFJmLi8uiGDiiqOoFEvGtx7PHwP+oJ1XO/12OxN2MnD1QL478B3X8q+ZKvtCiPtYcb3EOz2k6yX+dJvS9xJPzE7klU2v8M2Bb/QPyxu7NmZJ/yUMungUVU6aLmGLp3W9IIQQQghRKhEXUnlm7h6evENAfPP4LjzVunID4gAF2gLeDn+bpGtJAAS7Bxv0FLyrqH8gZrfud7f60HxwJeRSCCHKp5GXA9YW5oBuZA6T6zMVvFvrfk+PgT+Gg7bQtHkqhkql4r2279HBuwMAGXkZvP7P66Rcr56BfCGEEEKYjgTGhSirWg10wXG3+rrPWYmwoA9c3G3afJVB/+a1+WtsZ7rUr6Vf9tveGPpO38HBmKsEOAXw4yM/8k3Xb/C09QR0D6DmHZtH2MowNp7fKMOrCyEqREm9xH8Z3gZvJ+tS72vThU08sfoJ9ibuBUCFipeavsTCPgupm5sD++frElrYQo+PKvxchBBCiPvRvvM3A+I7o24GGPxcbPiqCgPiRf536H/sS9wHQC3rWnzd9WsszCxKt7FWC5sn3fzcbSKYqyshl0IIUT4W5mYE+TkBkJCeQ3zaddNmSG0JT/0CtjeeH53bZliPViNqMzVfd/maBs4NAIjLimP0ltHkFOSYOGdCCCGEqE4kMC5EeTj5wrCN4H2jt2FOOvz6GJzeaNJslYWHgxU/DQvhs8ea6t9GvpByjUGzdjHtr9PkFyo8UucRVj26ileav6J/2JR0LYn/hv+Xlza9xNmrZ015CkKIGq6ieoln52fzwc4PGL99PBl5GQB42noyr9c8xrYai4WZGjZOAOVGz4ZOb4KDV4WfjxBCCHE/2Xc+laH/t4en5hgGxOu43gyIP1mFAXGAvy/+zYJjCwBQq9R83fVr3KzdSr+Dk6sh8Yjud68W0GhAJeRSCCHujcE849Wh17ijNzz5M5jdeJFo53dwYpVJs3Qntha2zOgxA3cbdwCOJB/hvX/fQ6toTZwzIYQQQlQXEhgXorxsXeH51RDYXfe5IAcWD4XDi0ybrzJQqVQ8264O68d00r+RrFVgxtYoHp+1k7OXM7GxsOGNoDdY+ehKOvt01m8bkRjBk2ueZGrEVDLzMk10BkKImqgie4kfuXKEJ9c8ycqolfplvfx7sTxsOSGeIboFpzfAua263538oP2oijoVIYQQ4r6z91yKPiC+K9owID7tyRZsHlf1AXGAc+nn+GDnB/rPb4W8RZB7UOl3UFgAWz+/+bn7h2Amj0SEENXPrfOMR1SHwDiAfwfoeUsduvJ1SDpluvyUwNPWk5k9ZmKjtgF0L1V9e+BbE+dKCCGEENWF3AUKcS8s7eDpJdD0Cd1npRBWjoRd35s2X2VU182WZa+2562e9VGb6XpoHovPoN/3/zJ3xzm0WgU/Bz9+6PEDM7rPwMfOB4BCpZBfT/xK2IowVkevljdwhRB3VVG9xAu1hcyJnMPzG54nNjMWABu1DZ93/JyvOn+Fo6WjLmFBLmyaeHPDRz4Fi9IH3oUQQogHxZ5zKTz94x4G/7jHICDu72rD1zcC4oNa+aCu4oA4wLX8a7y59U2y87MB6Fu3L0MbDi3bTo4sgeQzut/92kO9HhWcSyGEqBhBfs7ceDTD/gtXTZuZW7V9FZo9pfs9L0vXOSQn3bR5uoMGLg34uuvXmKt0IyT+dPwnFp9abOJcCSGEEKI6uG8C49u2bUOlUhX7ExERoU9X3PrZs2ebMOeixlNr4PG50OaVm8s2vQ9/fwg1aB5utbkZo7o/xMr/dOAhdzsA8gq0fLbuJM/M3auf16qLbxdWPraSUS1HYWVuBUBKTgoT/53ICxte4GTKSZOdgxClJW1G1Uu/XnG9xOOz4hn21zBmHJ5B4Y3h0ZvXas7ysOUMCBxgGFzfOwdSz+l+r9MBGj9aYeckhHhwSLsh7md7zqUw5MfdDPlxD7vPGQfE/xnXhSdMFBAHUBSFD3d9yLl0XXtez6keH7X/qNQv0wG6F+W2Tbn5uceHUJbthSgDaTPEvbKzVNO4tgMApy9nkn4t38Q5ukGlgrDp4NlM9zk1GlaMBG317CTR0bsjE9vdfEl68r7JhMeFmzBHQgghhKgOVIpSgyJ3JcjLyyM11XB4oQ8++IB//vmHc+fO6W+aVSoVCxYsoHfv3vp0jo6OWFuX/oF8RkYGjo6OpKen4+DgUDEnIGo+RYHwrwyH52v5rO6mwVxtunyVQ05+IV/9dZp5/57XL7O3VPPxgCY8Huyt/39KyEpg2v5p/H3xb306M5UZT9Z/kjeC3rjZY1OYnNRbhqTNqFpbTycx4Y+jJGbk6Jd1esiNKU80L1NAHGDtubV8vudzsvKzAF2d82rzV3ml+SuozW6ra7OS4PtWkJsBqODV7br5RIUQJZJ6y1hVtRtS9qIq7Y5OYfrmM+w5Z/i3XdfNlje612NAi9omC4bf6pfjv/DV/q8AsLOwY3H/xdRxqFO2nez7P1j/lu73eg/Ds39UcC4fXFJvGZM2Q1SEj1cf56ddFwBY8GII3Rq6mzZDt7p6AeZ0gZw03eduE6HL26bMUYm+PfAt84/NB8Babc3PvX+mkWsjE+fqwSV1l+lI2QshaprKqrdqVrSuBBqNBk9PT/3n/Px8Vq9ezahRo4zeJHdycjJIK0SFUKl0NwI2rrBuPKDA4YVwPRUGza9RQ/daWZjzQf/G9GjkzltLI0lIzyHz/9m77/Co6uyP4+9J7wkQSOih9w4q1QrY17W3tWHHtaDurrprF9aG2F1FxS6KXfkJ2AABlRJ6r6GFkEB6n5nfHzeZmUgSSDIzd8rn9Tx5+M7kzswJynwz99xzTlkld3+6innrDzD5/H40j42gTVwbpp40lcV7FzPljynszN+JzW5j5qaZzNk5h9sH3875Xc8nNCTU7B9JpAbtGd6RV1LBE9+tr9E2PS4yjAfO6sWlw9o3qNKroLyAx397nNk7ZjvuaxvXlv+O/i8DWw2s/UE/PVaVFAcGX6WkuIg0mvYNCSRLtuUw7YfN/L7DtxPiAEszlzJ1+VTH7SdGPdHwpHh5Ecx/ynn7lH+7KTqR2mnPEHcYmtbMkRhftuuQbyXGm6XBhW/C+xcCdvh5MrQeCN3HmRxY7e4YfAd7C/cyZ+ccSipLmPjjRD4860NSY/VvT0REJBj5xqddD/j666/Jzs7mmmuuOeJ7t912G8nJyQwbNozXXnsN21Fa/pSVlZGfn1/jS6ROwybARTMgNMK4vWk2vHc+lOSaGVWjjOiSzPd3jeH8wW0d932/LpNxzy3gp40HnMe1HcHn537OpCGTiA4zLgDILcvl0SWPcsXsK1h9cLXXYxdpCO0Z7vezm2aJAyw/sJwLv76wRlL83C7nMuucWXUnxfevghXvGevIBDjlP435MUREauWufUN7hnjTkm05XPK/JVz2xm81kuKdkmN57pIBzLtrDOcPNq9l+p8dKDrAPfPvcYxNuaHfDZzS4ZSGP9Efr0NRlrHudS60GeTGKEWOTnuGNMbQjs0d66W+NGe8WtfT4NTqz1h2+Px6yNlmakh1CbGE8MSoJxjYciAAB0sOcuuPt1JYXmhuYCIiImIK3/jE6wFvvvkm48ePp3379jXuf+yxx/j000/54YcfuPTSS7n77ruZPHlyvc81ZcoUEhMTHV9/fk6RI/Q5D674FCKMWd1kLIYZZ0FBpqlhNUZCVDhTLx7Iq1cMpllMOADZhWVcN2MZ932+mqKySgDCQ8O5tu+1fHPeN5zZ6UzH49flrOOK2Vfw4KIHySnJqfU1RMymPcN9qmeJX/v2Ukfr9MbOEq+wVfBi+otcN+c69hXtAyA+PJ6nxjzFE6OeIK76PfbP7Hb4/j6galrMmHshrmVTfiwRkRrctW8E+54hnme321m8LZuLa0mId3ZJiP91kO8kxAEqrBXcM/8eDpUa8Z7Q+gQmDpzY8CcqyYVfpxlrS4jR7lfEy7RnSGOkJkbRvrnx2WnV7lzKKq0mR1SLUZOg59nGujQPZv7N6NLhgyJDI3nhlBfoEN8BgC2Ht3D3/LupsPnI/HYRERHxGp+fMf7www/zyCOP1HvM0qVLGTp0qOP2nj176NixI5988gkXXHBBvY999tlnefTRR8nLy6vzmLKyMsrKyhy38/Pzad++veZxyNHtSzdaSxVnG7ebpcHfvoDmnU0Nq7GyCkr512dr+GljluO+Ds1jmHrxAIamNa9x7NLMpUz+fTJbc7c67osPj2fioIlc0uOSI2cBi0cFyxwh7Rnmcucs8V35u7hv4X2syV7juG9IyhCmjJpC67jW9T943Zfw6dXGunlnuPV3CIto0OuLBLNg2TPA/H0jmPcM8Sy73c6S7TlM+2ELf/ypZXrn5FhuP7Ub5wxoQ2jIsXdw8aYpv0/hw40fAtA6tjUzz55Js6hmDX+inx6HBcZ8cgZcDn991Y1RCmjP+DPtGeJOk2au5PP0vQB8dssIhnRsxPugp5Xmw/RTIXuzcbvvBXDBm8a4QR+0K38XV86+ktyyXAAu6HYBDw1/qEEdzaRpgmnf8DX6uxcRf+Op9y2fT4xnZ2eTnZ1d7zFpaWlERUU5bj/22GO8+OKL7N27l/Dw8Hofu2jRIkaNGkVmZiYpKSnHFJM2EWmQ7K3w3l8hL8O4HdsKrpzlt7Nu7XY7Hy/dzWPfrqe43LhiOcQCN53YhbtO605EmLPSpNJWycxNM3kp/SUKK5wtqro36879x9/PkJQhXo8/WAXL+5b2DHO4c5a43W7ny61fMuWPKZRUlgAQZglj4qCJXNvnWkJDQut/gooSeOk453vuZR9DjzMa/DOJBLNgeN+q5mv7RjD93Ytn2O32qhniW/hj558S4i1juePUbpzd33cT4gDfbv+W+xbeB0B4SDjvnvEufZP7NvyJCg/C8wOgoghCwuHvy4wLlcWtgul9S3uGeNuHv2dw/xfGhcL3ndGTm07sYnJEdTi4Gd44BcoLjNvjnoARt5kbUz3Ss9K5fs71lNvKAWMG+fX9rjc5quCh9y7z6O9eRPyNp963fL5kMzk5meTk5GM+3m638/bbb3PVVVcd9UMHQHp6OlFRUSQlJTUhSpF6JHeFCXPh/fMha70x327G2XDph9BptNnRNZjFYuGy4zowoksL7v5kFct2HcZmh1d/2cYvmw7y3CUD6JlqvEmFhYRxRa8rGJ82nmnLp/HVtq8A2Hx4M9d8fw1ndT6LSUMm0SqmlZk/kgQQ7Rne584q8dzSXB797VHm7ZrnuK9jQkeeHP0kfZL7HNuTLHnJmRTvfDJ0P71BMYhIcNG+IYHCaJmew7QfNh8xi9ZfEuIAmw5t4pHFzorcB45/oHFJcYBfnzOS4gBDrlFSXJpMe4Z427A0Z4X40p2HuelEE4OpT8vu8NfXYOYVxu15D0Lr/tBpjLlx1WFQq0E8MeoJ7l1wLwDPr3ieNrFtOLPzmUd5pIiIiAQCn0+MN9RPP/3Ejh07mDBhwhHf++abb8jMzGT48OFER0fz888/88ADD3DjjTcSGRlpQrQSNBJaw7Wz4cNLYfdvUJYP718AF74Jvc4xO7pG6dgilpk3Ded/C7bx3LzNVFjtbNifz7kvLuKe8d2ZMKqz48RbcnQyj496nAu7X8jk3yez4dAGAL7b/h0/Z/zMLQNu4YpeVxAeevSTBSLupD2j8fJKKnj82/V8urxmlfi/z+rFJQ2sEgf4bf9vPLDwAbJKnKMaLuh2Af8Y9g9iwmOO7Uny98PC54y1JRROn+KzLfxExD9p3xBfU19CvEtLo2W6PyTEAfLL85n0yyRKrcbFdud3O58LutfferpOeXtg6XRjHRYNY+5xU5Qix057hjRVl5ZxJMWEk1tcwfJdh7Db7b7b8rvX2TD6Hlj4DNit8Om1cNN8SGxndmS1Or3T6ewp3MPzK54H4N+L/k1qbCqDUwabHJmIiIh4WsAlxt98801GjBhBr169jvheeHg4r7zyCpMmTcJms9G5c2ceffRRJk6caEKkEnSimxnzxT+9BrbMAWsZfHIVnD0NhlxtdnSNEhpi4daTunJi95ZMmrmKTQcKKLfamDx7Iz9syOLZiwbQvrkzoTWw1UA+OusjPtvyGS+kv0BeWR7FlcU8u/xZPt/6Ofcddx/D2ww38SeSYKM9o3HcWSVebi3npfSXmLFuBnaM6S5JkUk8PPxhTu14asMC+/ERZ2XY0Oug1ZH/XUVEmkL7hvgKu93Ooq1GQnzZLv9OiAPY7DYeWPgAGQVG15feLXpz//H3N/4J5z9lfN4COP5GiE91Q5QiDaM9Q5oqJMTCkA7N+HFjFoeLK9h2sIiureLMDqtuJ98P+1fC1h+gOBtmXgnXfg/hUUd9qBkm9J3AnoI9fLblMypsFdz+8+28f8b7pCWmmR2aiIiIeJDPzxj3RZrHIU1irYCvboPVHzvvO/VBGDXJrysbSyusTJ23mTcWbqf6XSUuMowHz+nNRUPaHXFVc25pLi+kv8CszbMcyTCAsR3Hcu/Qe2kd19qb4Qc8vW+ZJ5D+7t1dJb49dzv/XPhPNh7a6LhveOvhPD7q8YaPWNizDKZXJdKjkuD2dIhp3rDnEBEgsN63/I3+7uVo6kuId20Vx+2nduOsfq39JiFe7Y3Vb/BC+gsAJEYmMvPsmbSNa9u4J8vZBi8NMyoWIxPgjlX6ncCD9L5lHv3dB4dXf9nGk98bn5f+e34/Lj2ug8kRHUXxIXjjZDi807g96Eo49yWfPd9VYavgth9vY/G+xQC0j2/P+2e+T/Mo7Rueovcu8+jvXkT8jafet0Lc9kwicmxCw+G8V2H4bc77fnwU5twPNpt5cTVRVHgo95/Zi49vOMFRMVpYVsk/Zq3mxveWk11YVuP4pKgkHhz+IB+d/RH9W/Z33D9v1zzO/fJcXl/9OmXWmo8REfP8vCmL8c8tqJEUH90tmTl3jeHS4zo0KClut9uZuXEmF397sSMpHh4Szr1D7+W1sa81PClut8P3/3LePvl+nQAXEZGAYrfbWbjlIBe+toQr3/y9RlK8a6s4XrhsEHPuHMO5A/ynSrza4r2LeTH9RQAsWHhy9JONT4oD/DLFSIoDjPi7ficQEb/25znjPi+mOVzyvjHGAiD9fVj+trkx1SM8JJxnT3yWbs26AbC7YDe3/3Q7pZWlR3mkiIiI+CslxkXMEBIC4x6H0x5x3vfbK/DFTUZFuR87vnMLvr9zNBcNcc6Rmrf+AOOfW8DcdZlHHN+nRR/eO+M9Hhv5mOOK3FJrKS+mv8hfv/orC/Ys8FrsInKkvJIK7v10Fde+vdTROj0uMoz/nt+Pd687rsGt03NKcvj7T3/n8d8fd1z80iWxCx+d9RFX9bmKEEsjfjVZ8ynsWWqsk3sYbdRFREQCgGtC/G9v/sFyl4R4t1ZxvOjHCXGAfYX7+OfCfzo6SE0cOJGRbUc2/gkz18KaWcY6pgWccIsbohQRMU+/dolEhBmfkZbtOmRyNMcotR+c+6Lz9ux/wO6l5sVzFHERcbxy6iu0ijYu0F51cBUP/PoANrv/Fq+IiIhI3ZQYFzGLxQKj7qxqKVX1T3HNJ/DRZVBeZGpoTRUfFc7TFw3g9b8NoUVsBAA5ReXc+N5y/jFrFQWlNZP/IZYQzut6Ht/89Ruu7HUloZZQwLhSd+KPE7ntx9vYnb/b6z+HSLBzZ5U4wMI9Czn/6/OZv2e+477Lel7Gx2d/TI/mPRoXZHkRzHvIefv0yUZnDhERET9mt9tZsPkgF7y6uNaE+EuXGwnxc/w0IQ5QZi3jrl/uIrcsF4AT253IDf1vaNqT/vwEVI9pGjUJIuOb9nwiIiaLDAtlQLtEAHblFJOV7yeVzP0vghNuNda2Cvjkb1BwwNyY6pEam8rLp71MTFgMAHN3zWXaimnmBiUiIiIeocS4iNkG/81oMxUaadzeOg/ePc+Yy+TnxvVJZc5dYxjbO8Vx3yfL9nDG8wv5fXvOEccnRCTwz+P+ycyzZzIkZYjj/vl75nPeV+fxUvpLlFSWeCV2kWDm7irx0spSpvw+hVt/vJVDpcZ7W/Oo5rx86svcf/z9RIVFNT7YX6dBwT5j3f106Hpa459LRETEZHa7nflVCfGr3vqDFRm5ju+5JsTP7t+GED9NiFeb8vsU1uesB4yZrpNHT25c55hqu5fCptnGOr4NDJvghihFRMw3NM05EsJ1lIbPG/sodBxlrAv2w6fX+HSXxJ7Ne/L0iU879qK3177NJ5s+MTkqERERcTclxkV8Qc+z4G9fQGSCcXvPH/D2GZC319y43CA5LpLX/zaEpy7sT2yEUQm+53AJl77xG5Nnb6Cs0nrEY3o078Hb49/mydFPOlpZldvK+d/q//GXL//CD7t+wG63e/XnEAkWtVWJj+nestFV4psObeKy7y7jw40fOp+v3Rg+P/dzxrQb07RgczNg8QvGOiQcxj3RtOcTERExSXVC/PxXF3P1nxLi3VPiePnywQGTEAf4bPNnfLblMwCiQqN47qTnSIhIaNqT/vSYc33iPyC8YRfyiYj4qppzxv2oiCI0HC5627hYCSBjMcz9t7kxHcWYdmN44PgHHLcn/z6ZhXsWmhiRiIiIuJsS4yK+Im0kXDsbYo1EMAc3wlvjIXuLuXG5gcVi4eKh7fn+zjEc18m40tluh9cXbOfcFxexfl9+rY85s/OZfP3Xr7m277WEWcIA2F+0n7t+uYub5t3EjrwdXv05RAJZbVXi8ZFhPHlBP965dliDq8RtdhvvrX+Py767jK25WwGIDI3kgeMf4KVTXqJFdIumBz3vIaisaiV4/E2Q3LXpzykiIuJFdrudXzZl8ddXjIR4ei0J8e/vGMNZ/VsHREIcYF32Oib/Ptlx+8HhDzZ+pEq17b/AjqpRLc06waArm/Z8IiI+ZHAHZ2J82U4/qhgHiGtV1SXRGLPH76/BqpnmxnQUF/e4mGv7XAuA1W7lnvn3sPHQRpOjEhEREXdRYlzEl6T2gwlzjZM5AHm7jeT4vnRz43KT9s1j+OiGE7j/zJ5EhBpvP5sOFPCXl3/ltfnbaq0Cjw2PZdKQSXz2l88Y3nq44/4l+5dw/tfnM235NKy2I6vOReTYLd6aXWeV+CXDGl4lnleWxy0/3MJTS5+iwma0yuvRrAczz57JpT0vbfDz1WrXYlj3ubGOaQFj7m36c4qIiHjRkm05/PWVxVzz9lJW7s513N8jJZ5Xrgi8hDhAbmkuk36ZRLmtHIDLel7GOV3OadqT2u3wo0u1+MkPGFWKIiIBIikmgu4pcQCs359PUVmlyRE1ULshcOYzztvf3A77V5kXzzG4c8idjO04FoDiymIm/jCRzKJMk6MSERERd1BiXMTXNO8E182BlH7G7eIcmHUd2GzmxuUmoSEWbhzTha//PpJerY12iRVWO//9v428tWhnnY/rnNiZ/439H9NOmkbr2NYAVNoqeXPtm7y19i1vhC4SkCqsNq5/d1mtVeJtGlglXu2ppU+xeN9ix+2re1/Nh2d9SJekLm6JGYCFzzrXp/wHopPc99wiIiIeVFRWyX++XMtlb/xWa0L8/+4YzZn9AishXm36munsK9oHwICWA7h3qBsubNu7HPYuM9atekPfC5r+nCIiPqZ6zrjVZmfG4p3mBtMYQ66GwVcb68pSn2+pHmIJYfKoyfRv2R+ArJIspi6fanJUIiIi4g5KjIv4ovgUuPY7aD3AuH1ouzF3PID0TE3gy4kjuOUkZ6JsyuwNLKtnXpbFYuHUjqfy1XlfcVP/mwi1GDPL31r7FnlleR6PWSQQVVhtFJcbXRfaJkU3ukq8WnFFMfN2zQMgLjyO18e+zj3D7iGiunWeO9jtsHupsY5LgcFXue+5RUREPOi37Tmc/vwC3vttl+O+nqnxvBrgCfFqv+3/DTASDs+c+Azh7qjszt/nXPe7EEJ0mkNEAs/Z/Vs71k/P2cTXq/bVc7SPOvNp57zxvSuMz3U+LCosihdPeZH4iHgAft3zK5U2P6vWFxERkSPoE6OIr4pKhBMmOm+v+dS8WDwkMiyUf57ek5tPNJLjlTY7Ez9cQXZhWb2Piw6L5rZBt3Fe1/MAKKwo5O21b3s6XJGAFB0eSvX59+axEY2uEq+2cO9CSipLADi90+kMbzP8KI9ohNwMqL4Yps0gCAl1/2uIiIi4UUm5lUe+Wcelr//G7kPGPhkdHsoj5/Zh9u2jOSPAE+IAheWFbMndAkD3Zt1JjU11zxNby53rsCj3PKeIiI8Z0SWZe8Z1d9y+55NV/LGj7sICnxQWaYwQBCgvrHlhk49qHtWcEW1GAFBQUcDa7LUmRyQiIiJNpcS4iC/reabz5M66L8BaYW48HnLPuO6c0NloC3Ygv4zbP0rHajv6lcM3D7iZ8BCjyuSDDR+QXZLt0ThFApHFYiEuMgzALbPq5uyc41iPTxvf5OerVeZq57r6xIqIiIiPWrbzEGc8v4C3XcYGDUtrxv/dMZqrR6QFfEK82uqDq7HZjfFQA1sOdN8Tu1bvhWi2uIgEroknd+XSYe0BKLfauOHdZWzNKjQ5qgZq6Uzuk73JvDgaoDoxDrBk3xITIxERERF3UGJcxJdFxkOPM4x1cQ5sn29uPB4SFhrCi5cNplV8JACLt+Uwdd7RPyClxqZySY9LACi1lvL66tc9GqdIoKpOjBc0MTFeXFHMwj0LAePK+qEpQ5scW60y1zjXSoyLiIiPKq2w8sR367nof0vYmVMMQGRYCP85uzcf3zictORYkyP0rvSD6Y71oFaD3PfErhcPu6M1u4iIj7JYLDx2Xl/GdG8JQF5JBdfO+IODBfV33fMpya6J8S3mxdEAw1s7u6At3rfYxEhERETEHZQYF/F1/S5yrgOwnXq1lvGRvHT5YEKrKmZe/nkbP244cNTHTeg3gegwo/Xzp5s/ZV+h77fiEvE1cVFGYrywtGmJ8QV7FlBqLQXgtA6nERYS1uTYalUjMd7fM68hIiLSBOkZhznrhYW8sXCHY4TqoA5JzL5jNBNGdXL8zhtM0rM8lRh3aaWuxLiIBLjw0BBeuWIwvVonALD7UAnXv7OU4nI/mX2d3MO5PugfFeOt41rTKbETAGuy15Bfnm9yRCIiItIUSoyL+LqupxnzxgE2fgvlxebG40HHdWrOv07v6bh918yV7D5U/8+bHJ3Mlb2uBKDSVsmrq171aIwigai6YrykwnpMYwzqMnfXXMfaY23UAfZXtVKPTICkjp57HRERkQYqq7Ty5PcbueDVxWw7WARARFgI953Rk1k3j6BLyziTIzRHpa2S1QeN/TslJoXWca3d9+RqpS4iQSYuMoy3rxlG60Rj9N6qPXnc/tHKJn2W85rkbs519mbz4migkW1GAmC1W/lj/x8mRyMiIiJNocS4iK8Li4TefzHW5YWw+Xtz4/Gw60d34vQ+qQDkl1ZyywfLKa2w1vuYa/peQ3xEPABfb/ua7XnbPR6nSCCJi3KeRC5sZDv14opiFuxZABht1IekDHFLbEe+0CHI32OsU/pCiH6VERER37BmTx7nvPgrr/6yjercxIB2iXz391HcdGKXoKwSr7b58GZKKksAN1eLg1qpi0hQSk2M4u1rhxFfdZHzDxsO8Og367DbfTw5HtMcYo1W8P6UGB/eRu3URUREAoXOJov4gxrt1GeZF4cXWCwWnrqoP52qZi6u3ZvPI9+sq/cxCREJXNf3OgBsdhuvrHzF43GKBJK4yFDHurGJ8fl75lNmNWbbje04ltCQ0KM8opEyVzvXrdVGXUREzFdeaWPq3E2c98oiNh8oBCA81MK943vw2S0j6JYSb3KE5nNtoz6w1UD3PrlNiXERCU49UxN49cohhFVdePXOkl28+esOk6M6BtXt1AsPQEmuqaEcq6EpQx2jwhbvW+z7FyCIiIhInZQYF/EHHUdCnFFFzZa5UHLY3Hg8LCEqnFevHExUuPEW9dEfu5m1fE+9j7m85+U0j2oOwJydc9iQs8HjcYoEiupW6tD4OeNzds5xrD3aRr3GfPF+nnsdERGRY7BuXx7nvvQrL/y01dHCtk+bBL6+bRQTT+5KWKg+cgOszFrpWHu0Ylyt1EUkyIzqlsyU852fi56YvYH/W7PfxIiOQY126lvMi6MBYsJjGNxqMAB7C/eSUZBhckQiIiLSWPqULuIPQkKh7wXG2lYBG74xNx4v6JmawBPnOT/cPfDFGjbsz6/z+JjwGG7sf6Pj9ovpL3o0PpFAEhfZtFbqRRVFLNyzEIAWUS0cJww8QolxERHxARVWGy/8uIW/vLSIjZkFAISFWLjztG58OXEkvVonmByhb6muGI8Oi6Z7s+7ufXK1UheRIHfR0PbccaqRbLbb4c6ZK1m+65DJUdWjZQ/nOnuTeXE00Ig2IxxrtVMXERHxX0qMi/iLfhc612s+NS8OL7pgSDsuO64DAGWVNm55fzn5pRV1Hn9R94toHdsagIV7F9Zo2SgidWtqK/Vfdv9Cua0c8HAbdYD9Va3UQ8KhZS/PvY6IiEgdNmUW8NdXFjF13mYqq6rEe6bG8+XEkdx5WnfCVSVew/7C/RwoPgBA/5b9Ha1o3Uat1EVEuPO0blwwuB1gnD+5/p1l7MguMjmqOiS7XCB1UIlxERER8S59YhfxF20GQfMuxnrHQsj38dZYbvLQOb3p29aouNmZU8y9n66qc5ZTRGgEtwy4xXH7+RXPa+6TyDGIi2paK/W5O+c61h5to15RAtmbjXXLnhAW4bnXEhER+ZNKq42Xf97KOS/+ytq9Riej0BALt53cla9vG0XftokmR+ibXC9WdXsbdVArdRERwGKxMOX8fozs2gKAw8UVXPv2HxwqKjc5slq4Jsb9pJU6QI/mPRwj/P7Y/wcVtroLN0RERMR3KTEu4i8sFuh3UdUNO6z73NRwvCUqPJRXrxhCYrRxkmvOugO8sXB7ncef0+Uc0hLSAFh+YDlL9i3xRpgifs21lXpRAyvGC8sL+XXvrwC0jG7pmRPe1bI2gN1qrNVGXUREvGhrVgEXvLaEp+dsotxqA6Bbqzg+v2UE94zvQUSYPlrXpUZivKWHE+OhumhORIJXRFgIr145hB4p8YBRXHD9O0sprbCaHNmfJLSF8Fhj7Uet1EMsIZzQ+gQAiiuLWX1wtckRiYiISGPo07uIPwnCduoA7ZvH8NwlAxy3n/x+E79vz6n12LCQMCYOnOi4/UL6C6oaFzmKWJdW6gUNTIz/ssfZRv20jqd5to16psuJh9b9Pfc6IiIiVaw2O68v2MaZL/zKqt25AIRY4OYTu/DN30cxoH2SqfH5g+rEeIglhP4tPbB/12il7uY27SIifiYhKpy3rx1Gq/hIAFZk5HLXzJXYbD50XiQkBJK7GuvDO6GyzNRwGsK1nfqivYtMjEREREQaS4lxEX+S3A1aVyWI96VDzjZz4/GiU3qmcNvJxgcnq83ObR+lk1VQWuux49LG0aNZDwDW5azjp4yfvBaniD+Kb0Ir9Tk75zjWHm2jDpC5xrlWxbiIiHjY9oOFXPy/JUyevZHySqNKvHNyLJ/ePIJ/ndGTqHAPXgwWIArLC9mSa7TJ7ZbUjbiIOPe/iFqpi4jU0CYpmreuGUZshLFP/d/aTCbP3mByVH+SbJyzwW7zq3NbrolxdSgUERHxT0qMi/gbRzt1YM0s8+IwwV1juzvmZR0sKOPvH6ZTWdXK0lWIJYTbB9/uuP1i+otYbT7WOkzEh7i2Ui8sO/Y5aQXlBY6r5D3eRh1qJsZT+nr2tUREJGjZbHbe+nUHZ76wkOW7DgPGVKPrR3Vi9h2jGdKxmckR+o/VB1djsxu/rw9sNdAzL1KjlboS4yIiAH3bJvLyFYMJDbEAMP3XHcxYtMPkqFy0dJ0z7j/t1FvGtKRbs26AUYiRW5prbkAiIiLSYEqMi/ibPucDxgcb1nwKQdQmPDTEwvOXDiI1IQqA33cc4pm5m2s9dnTb0QxoaVTXb8vbxuwds70Wp4i/iYt0qRgvO/aLSH7Z/QsVVe1Lx6WNI8TiwV8rbFbIXGuskzpCdJLnXktERILWrpwiLn3jNx79dj2lFUZCt2OLGD65aTj/Pru3qsQbKP2gy3xxT11AZ1NiXESkNif1aMXj5zkvKH7k2/XMXZdpYkQukl0T41vMi6MRRrQ2qsbt2Pkt8zeToxEREZGG8pvE+BNPPMGIESOIiYkhKSmp1mMyMjI455xziI2NJTk5mdtvv53y8vIax6xZs4YTTzyR6Oho2rZty6OPPqr5w+JfEttC2ihjnbMF9q8yNx4vS46L5OUrBhFWddXza/O31frBzmKxcMfgOxy3X1n5ChXWY6+EFf+mPaNhaibGj72V+tydcx1rj7dRP7QDKoqMtdqoi4ibad8Qm83Oe0t2cvq0hfyx45Dj/mtGpPF/d4xmWFpzE6PzX9XzxcGDiXG1Uhcv054h/uSy4zow8eQugFFXcfvH6azcnWtuUOBspQ5w0H8qxqFmO/XFexebGImIiIg0ht8kxsvLy7nooou45ZZbav2+1WrlrLPOoqioiF9//ZWPP/6Yzz77jLvvvttxTH5+PmPHjqVNmzYsXbqUF198kWeeeYapU6d668cQcY++FzjXaz41Lw6TDOnYnPvP7OW4ffenq9iVU3TEccNShzG89XAA9hTu4YutX3gtRjGX9oyGiasxY/zYLiDJL89n0T6jjXqrmFaODg0ek7nauU7t79nXEpGgo30juO0+VMyVb/7Of75aR0mF0TmlXbNoPrrhBB4+tw8xEWFHeQapTaWtktUHjf27VUwrWse29swLqZW6eJn2DPE394zrwV8GtgGgtMLGhBlLycgpNjeo5p3BUtWFxY9aqQMMThlMZGgkAIv3LdYFLSIiIn7Gbz7hP/LIIwDMmDGj1u/PnTuX9evXs3v3btq0MX7Ze/bZZ7nmmmt44oknSEhI4IMPPqC0tJQZM2YQGRlJ37592bx5M1OnTmXSpElYLBZv/TgiTdP7LzD7XqNt4NrPYexjEOI317m4xbUj01iecZjvVu+noLSSm99fwRe3jjiiveXfB/2dJfuXAPC/Vf/j3C7nEhUWZUbI4kXaMxomNtL576boGFup12ij3tHDbdShZmK8tRLjIuJe2jeCk91u56M/dvPEd+spKnfuf1cc34H7z+xFbKTffFz2SZsPb6aksgQwqsU99m9ArdTFy7RniL+xWCw8dWF/MvNK+X3HIXKKyrlmxh98fssIkmIizAkqLAKad4KcrZC9FWw2vzmvFRUWxZCUISzet5gDxQfYkbeDzkmdzQ5LREREjpF//MZxDJYsWULfvn0dHzoAxo8fT1lZGcuXL3ccc+KJJxIZGVnjmH379rFz5846n7usrIz8/PwaXyKmimkOXU8z1gX7ICP4WjdZLBaevKA/nVvGArBhfz4PfrX2iOP6tezHKe1PASCrJIuZm2Z6NU7xTdozaooMCyUi1PiVoOAYW6nP2TnHsfZ4G3WAzDXOtVqpi4iXeWrf8Mc9I1Dsyy3hqrf+4P4v1jiS4m0So3hvwnE88dd+Soq7gVfaqINaqYvP0Z4hvigyLJTX/zaUrq3iANh+sIgb3l1GacWxXRjtEdXt1CtLIG+3eXE0Qo126vuC75yciIiIPwuYxHhmZiYpKSk17mvWrBkRERFkZmbWeUz17epjajNlyhQSExMdX+3bt3dz9CKN0O9C5zoI26mDMRf5tSuHEF1VJf7Jsj3MXJpxxHG3DboNC8YV99PXTKewvNCrcYrv0Z5xpOp26oVlR2+lnleW5/jwnxKTQv+WXqjgrk6MRzeDhLaefz0RERee2jf8dc/wZ3a7nU+W7Wb8cwtYuCXbcf+lw9oz564xjO7W0sToAsvKrJWO9cBWAz33QjaXi/pUMS4+QHuG+KrEmHDevmYYyXHGBRlLdx7mnk9XYbOZ1Ao8uZtznb3FnBgaaXib4Y61EuMiIiL+xdTE+MMPP4zFYqn3a9myZcf8fLW1mrLb7TXu//Mx1XNg6mtTdd9995GXl+f42r3bv65ilADV4wwIN6qlWfclVJabGo5ZuqfEM+V8Z/Xof75ax9q9eTWO6dasG2d2PhOA3LJc3lv/nldjFPfQnuFZcVWVcYWlR68Y/3n3z1RWnYQel+aFNuoFB6DwgLFO7Q9qLSkix8Af9g1/3TP81YH8Uq6bsZR/zFrt6JCSmhDF29cO478X9Cc+SklVd6quGI8Oi6ZHsx6eeyGry+cgVYxLI2nPkGDRvnkMb10z1FFg8O3q/Tw1x6QZ3y1d9gY/mzPeLakbLaONi+mWHVhGuTU4z8mJiIj4I1P7w912221ceuml9R6TlpZ2TM+VmprK77//XuO+w4cPU1FR4bjqNjU19Ygrb7OysgCOuFLXVWRkZI32ViI+ISIWep5pVIuX5sK2H41keRA6b1Bblu86zHu/7aK80satH6zgm7+PIjHaeWLs1gG3MmfHHCrtlbyz/h0u63kZSVFJ5gUtDaY9w7OqW8Yey4xxtVEXEX/gD/uGv+4Z/sZut/Plyr089NU68l0uALtgcDsePKd3jd8ZxT32F+7nQLFxUVv/5P6EhXjw1EN1K3VLqN/MpxXfoz1Dgkn/dkm8dPkgbnh3GTY7vDZ/G+2aRXPlCR29G0hyd+f6oH8lxi0WC8PbDOfrbV9TUllCelY6x7c+3uywRERE5BiY+qkxOTmZnj171vsVFRV1TM81fPhw1q5dy/79+x33zZ07l8jISIYMGeI4ZsGCBZSXl9c4pk2bNsf8AUfEp/S7yLkO0nbq1f59di8GtE8CIONQMXd/UrMdWIeEDvy1218BKKoo4q21b5kRpjSB9gzPiq9KjJdbbZRV1p0czyvL47d9vwHQOrY1/ZO90UZ9lXOd6oXXE5GAoH1DALIKSrnxveXcNXOVIyneMj6S6VcN5dmLBygp7iGu88U92kYdnK3U1UZdmkB7hgSbU3ul8Mi5fRy3H/xqLT9tPODdIPy4lTpozrg03SuvvEKnTp2IiopiyJAhLFy4sN7jy8rKeOCBB+jYsSORkZF06dKFt97S+U0RkYbym8upMzIyWLlyJRkZGVitVlauXMnKlSspLDRmBY8bN47evXvzt7/9jfT0dH788UfuuecebrjhBhISEgC4/PLLiYyM5JprrmHt2rV88cUXTJ48mUmTJtXbFlfEZ3U5BaKbG+uNs6EseGdnR4aF8vLlg0iKMU6I/bDhAP9bsL3GMTf2v5GIkAgAPtz4IVnFWV6PU7xDe0bDVc8Yh/rbqf+U8ROV9qo26h3HeefvwrVivLUS4yLifto3Ao/dbufrVfsY99wC5q13nuj/y8A2zLtrDKf1rrv7izSda2J8UKtBnn2x6va1oRGefR2RKtozJFD8bXgaN43pDIDNDrd9mM6aPXlHeZQbRSVCfGtj7Wet1AFOaH2CY71k3xITIxF/NHPmTO68804eeOAB0tPTGT16NGeccQYZGRl1Pubiiy/mxx9/5M0332TTpk189NFH9OzZ04tRi4gEBr9JjD/44IMMGjSIhx56iMLCQgYNGsSgQYMcM55CQ0P57rvviIqKYuTIkVx88cWcd955PPPMM47nSExMZN68eezZs4ehQ4dy6623MmnSJCZNmmTWjyXSNKHh0Oc8Y11ZApv+z9RwzNauWQzTLhnoGD/89JyNLNmW4/h+amwql/Y02uOVWct4ffXrZoQpXqA9o+GqW6lD/e3U5+xytlEflzbOozE5VCfGQyOhRbf6jxURaQTtG4Elp7CMiR+u4PaP0sktNtpst4iN4LUrB/P8pYNIilEC1dNWHlwJgAUL/Vt6+KK26lbqnmzXLuJCe4YEkn+e3pOz+hvJ6eJyK9e9s5Q9h4u9F0B11XhxDhTl1H+sj2kR3YJezXsBsOHQBrJLsk2OSPzJ1KlTmTBhAtdffz29evVi2rRptG/fnldffbXW47///nvmz5/P7NmzOe2000hLS+O4445jxIgRtR4vIiJ1s9jtdvvRDxNX+fn5JCYmkpeX57jaV8Q0uxbD21WzxbuNhys+MTceH/DcvM08/6PRhis5LoLvbh9NSoLR9u5Q6SHO+OwMiiuLCbOE8fVfv6Z9fHszw/UKvW+Zx1/+7u/7fA0f/WFcmfzd7aPo0ybxiGNyS3M5+ZOTqbRX0jq2NXMumOP5ipayQpjSDrBDm0Fw4y+efT0R8Zv3rUCkv/um+781+/n3l2vJKXK2Jz6rX2se/UsfWsRpNq83FFUUMeKjEdjsNro3685n537m2Rd8ri/k7Ya4FLhns2dfS46g9y3z6O9e3KW0wsqV039n2a7DAHRrFcesW0Z4Z9zId/fA0jeM9bXfQ8fhnn9NN5q2fBpvrn0TgCmjp3B257NNjsj36b0LysvLiYmJ4dNPP+Wvf/2r4/477riDlStXMn/+/CMec+utt7J582aGDh3Ke++9R2xsLOeeey6PPfYY0dHRx/S6+rsXEX/jqfctv6kYF5E6tD8BEtoZ620/+t0Vtp5w+6ndGN0tGYDswnJu+3AFFVYbAM2jmvO33n8DoNJeyWurXjMtThFfEn8MrdR/2u1soz4+bbx32jweWAdUXcOn+eIiIlKHw0Xl3P5ROrd8sMKRFG8WE85Llw/i5SsGKynuRasOrsJmN3739ngbdXBWjKuVuohIo0SFh/LGVUPpnBwLwJasQm56bxlllXV3EnOb5O7OtR+2U3edM6526nKssrOzsVqtpKTUHO2TkpJCZmZmrY/Zvn07v/76q2P8xrRp05g1axYTJ06s83XKysrIz8+v8SUiIkqMi/i/kBDoe76xtlXC+i9NDccXhIZYeP7SQbRJNKrEl+48zFPfb3R8/+o+V5MQYVxh9O32b9mWu82UOEV8SZxLK/XCstoT43N2Otuoj08b7/GYAMhc7Vyn9vPOa4qIiF+Zt/4AY59bwNer9jnuG9c7hbl3ncjZ/duYGFlwWpm10rEe2Gqg51+wesa4WqmLiDRas9gI3r52GC1ijYuMftt+iH99tgaPNxpt6ZoY3+LZ1/KAga0GEh1mVOsu3rfY839fElD+XGxgt9vrLECw2WxYLBY++OADjjvuOM4880ymTp3KjBkzKCkpqfUxU6ZMITEx0fHVvn3gd8wUETkWSoyLBIJ+FznXa2aZF4cPaR4bwctXDCY81PiF8o2FO/h+7X4A4iPimdBvAgA2u42XV75sWpwiviL2KInx3NJcft//OwBt49rSp0Uf7wRWIzGuinEREXHKK65g0syV3PDuMrILywBIjA5n2iUD+d/fhtAyXlXiZkjPSnesvVIxbqv6vSXUCy1/RUQCWMcWsUy/eihR4cbp4i/S9zJ1nodHVCT3cK4P+l/FeERoBENThgKQXZLNllz/S+6L9yUnJxMaGnpEdXhWVtYRVeTVWrduTdu2bUlMdI6969WrF3a7nT179tT6mPvuu4+8vDzH1+7du933Q4iI+DElxkUCQWo/54eJjMWQV/svRMFmUIdm/Pus3o7b9366mh3ZRQBc1vMykqONduvzds1jXc46U2IU8RXxR0mM/5jxI1a70UpvXNo477RRB8hcU7WwQIqXkvEiIuLzft6Yxbhp8/k8fa/jvlN7tmLuXWM4b1Bb7+1TUkOlrZLVB42L2lpFt6JNrBcq9qtbqYcoMS4i0lSDOjTj+UsHUb2NvvjTVj7+I8NzLxifChHxxtoPW6lDzXbqi/cuNjES8RcREREMGTKEefPm1bh/3rx5jBgxotbHjBw5kn379lFYWOi4b/PmzYSEhNCuXbtaHxMZGUlCQkKNLxERUWJcJDBYLDWrxtd+Zl4sPuaq4R05d4BxQq6grJJb3l9OSbmV6LBobux/o+O4F9NfNCtEEZ8Qd5QZ46a0UbdWwoH1xrpFF4iM887rioiIz8ovreAfs1Zx7YylHMg3qsTjo8J45qIBTL96KCkJUSZHGNy2HN5CcWUxYLSX9coFCtWt1FUxLiLiFuP7pPLg2c4igwe+XMv8zQc982IWi7Odeu5uKC/2zOt40Ii2LonxfUqMy7GZNGkS06dP56233mLDhg3cddddZGRkcPPNNwNGtfdVV13lOP7yyy+nRYsWXHvttaxfv54FCxZw7733ct111xEdHW3WjyEi4peUGBcJFP0ucK7XfGpeHD7GYrEw5fx+dG1lJNQ2ZhbwwJfGnKwLu11I27i2ACzau4hlmcvMDFXEVK6t1Iv+VDF+qPQQf2T+ARht1Hs3741XZG8Gq5H00HxxERFZuOUgpz+3gE+WObsjjenekrl3jeHCIe1UJe4DvN5G3W6Hqo42SoyLiLjPtSM7cd3ITgBYbXZufX856/bleebFkqvnjNshZ6tnXsODOiV0IjU2FYDlB5ZTWllqckTiDy655BKmTZvGo48+ysCBA1mwYAGzZ8+mY8eOAOzfv5+MDGe3hri4OObNm0dubi5Dhw7liiuu4JxzzuGFF14w60cQEfFbSoyLBIrmnaHtEGOduQayNpobjw+JjQzjtSsHExMRCsDnK/by0R+7CQ8N55YBtziOezH9Rex2u1lhipgqziUxXvCnxLhrG/XxaeNNaKOO5ouLiASxwrJK7v9iDX978w/25Rknm+Miw/jv+f1459phtE5UlYyvWJm10rH2SmK8uo06qJW6iIibPXBWL07vYyR8i8qtXDdjKftyS9z/Qo7EOMbF0X7GYrE42qmX28pZcWCFyRGJv7j11lvZuXMnZWVlLF++nDFjxji+N2PGDH755Zcax/fs2ZN58+ZRXFzM7t27efbZZ1UtLiLSCEqMiwSSGu3UZ5kXhw/q2iqeJy9wJtYe/noda/bkcXbns+mUaFwFvSJrBYv2LTIrRBFTxdfTSt2UNuoAmaudayXGRUSC0uKt2Yx/bgEf/u6smBnZtQXf3zmaS4/roCpxH5N+0KgYjw6Lpnvz7kc52g1sLolxVYyLiLhVaIiFaZcOZFCHJAAO5Jdx3Yyl5JdW1P/AhmrZw7n2w8Q4wPA2wx1rnVcSERHxbUqMiwSSPn8FS9U/6zWfGq0FxeGcAW24ZkQaAOVWG7d8sJyCUiu3DbzNccwLK17AZreZFKGIeVxbqRe6VIznlOSwNHMpAO3j29OreS/vBVUjMa5W6iIiwaS4vJIHv1rL5dN/Z29VdVpMRCiPndeX9yccT7tmMSZHKH+WWZRJZlEmAP2S+xHujQru6vnioMS4iIgHRIWHMv2qoXRsYey7GzMLuPX9FVRY3XjexLVi/OAm9z2vFw1vPRwLxsV6mjMuIiLi25QYFwkk8anQqartzuGdsFftm/7s/jN7Oa523nO4hEmfrOKU9qc6kn0bDm3gh10/mBihiDni6kiM/5jxo+NiEa+2Ubfbna3U41IgPsU7rysiIqb7Y8chTp+2kHeX7HLcd3yn5nx/xxj+dkJHVYn7KNf54gNbDfTOi1pdutyolbqIiEe0iIvk7WuG0SzGeJ/9dWs2932+xn2j6JqlOd/Ds7e45zm9LDEykb7JfQHYmruVrOIskyMSERGRuigxLhJoXNupr/nUvDh8VERYCK9cMZjmsREA/LQxi9fmb+fvg/7uOOallS9Raaus6ylEAlKNGeMurdTn7pzrWHu1jXreHig5bKxVLS4iEhQqrTae+G49l7y+hIxDxQBEhYfw0Dm9+eiGE+jQQlXivsw1Me6V+eKgVuoiIl7SuWUc068eSkSYcSp51vI9vPDjVvc8eWg4NO9srHO2gs3qnuf1Mtd26kv2LTExEhEREamPEuMigabXORBqJH3Z/L25sfio1onRPH/pQKqLjZ7/cQvtIgcxuNVgAHbk7eCVla+YGKGI94WGWBxzxlfvyeXjPzKw2W0sO7AMgDBLGEmRSd4LaP1XzrUS4yIiAS+vuIJr3l7KGwt3OKYBDe3YjP+7YwzXjuxESIiqxH3Zkn1L+HzL5wBYsNC/ZX/vvHBlqXNd/RlIREQ8YkjH5jx38UDH7ed+2Mz3azPd8+Qtq9qpW8vgwFr3PKeXjWgzwrH+dPOn7quoFxEREbdSYlwk0EQlQouuxjp/r+aM12F0t5bcfGIXACqsdp6eu4l7ht5DqCUUgDfWvMGCPQvMDFHE6644viMANjv86/M1vPTTNka2HQlApb2Su3+5m3LXWZ6eUpQD85+qumGBPud7/jVFRMQ02w4Wct4ri/h1azYA4aEWHjizFzNvGk6n5FiTo5Oj+WP/H9z+0+2UWcsAOK/reSREJHjnxQsPOtexyd55TRGRIHZW/9Y8cKYxiu6kHi0Z3c1N772dTnSu18xyz3N62cCWA+mU2AmAVQdXMXvHbJMjEhERkdo0ODFeUVHBySefzObNmz0Rj4i4Q1zVLF5rubMVsRxh4sldSY6LBGD2mkzKi9ty5+A7Hd+//9f72V+436ToAof2Df/xj/E9mDCqk+P21Hmbic27gtaxbQBYnb2ayb9P9nwgv0yGsjxjPfAKaO2lqjMRMZ32jOCzYPNBznt5ETuyiwBoHhvBhzecwA1jOhOqKnGftyxzGbf9dBulVqNy++T2J/Of4f/xXgAF+5zr+Nbee13xCdozRMxx/ehOvHjZIKZfNZRYl5FcTdLnfAipeq41s/yynXpoSCj/GPYPx+2py6dSXFFsYkQiIiJSmwYnxsPDw1m7di0Wi05SiPis+FTnuvCAeXH4uLjIMCaN7e64/fh3G7iq91Wc3P5kAPLK8rhn/j1UWCvqego5Bto3/EdIiIX/nN2b+8/s6bjvkz8Ok1JyE5GhxkUkn235jE83f+q5IA6sh2VvGeuIODjViyfXRcR02jOCh91u5+1FO7jm7T8oKK0EoGdqPF9NHMmwtOYmRyfHIj0rnVt/vJWSyhIATmx3Is+e+CzhIV6c9V3g0sJXifGgoz1DxBwWi4VzBrQhLNSNjUhjW0DX04x1wT7Ytch9z+1Fo9qOYky7MQBkFWfx1tq3TI5IRERE/qxRv8FcddVVvPnmm+6ORUTcpbpiHGqeLJIjXDy0Hd1axQGQnpHL/609wOOjHqdtXFvAqJB9dvmzZoYYELRv+Jcbx3Rh6sUDCKuq1Fu4LpIWJVc4vj/598msOrjK/S9st8Oc+8BuM26PnlTzQh8RCQraMwJfeaWN+79YyyPfrMdWNfXntF4pzLplBO2bx5gbnByTVQdXccsPtziS4qPajmLqSVMJD/ViUhwg36ViPEGJ8WCkPUMkgPS/2LlePdO8OJro3qH3ElZV/T5j3Qz2Fu41OSIRERFx1ah+N+Xl5UyfPp158+YxdOhQYmNrzn2bOnWqW4ITkUZSxfgxCwsN4f4ze3HtjKUAPPn9Rk7rPYZnT3qWv83+GxW2Cj7Y8AGDWg1ifNp4k6P1X9o3/M/5g9vRPDaCW95fQUmFlU3bupPa6SSKon6h0lbJpJ8nMfOcmSRHu3Ge5+bvYfsvxjqxA5ww0X3PLSJ+Q3tGYDtcVM7N7y/n9x2HHPfdclIX7h3XgxC1TvcLa7PXcvO8mymqMNrfD289nGknTyMiNML7wRS4jD1SxXhQ0p4hEkC6nwER8VBeAOu/hjOfhfAos6NqsLTENK7sdSUz1s2gzFrGs8ueZepJei8SERHxFY1KjK9du5bBgwcDHDHLSS2sRHyAa2JcFeNHdVKPlozqmsyvW7PJOFTMe0t2cf3oPvzruH/x2G+PAfDQ4ofo0awHaYlp5gbrp7Rv+KeTerTioxtP4LoZSzlUVE7mjrEkdd6NNXIbWSVZ3P3L3UwfN9091WGV5TDnAeftcY/65UkQEWk67RmBa/OBAq5/ZxkZh4x5mxFhITx5QT/+OqidyZHJsVqfs54b591IYUUhAMenHs/zpzzvGLnidTVaqavLTDDSniESQCJioNc5sOpDKMs3Lpzuc57ZUTXKjf1v5OttX3Oo9BDzds1jaeZShqUOMzssERERoZGJ8Z9//tndcYiIO8WpYrwhLBYL953Zk7Nf/BW7HV74cQsXDmnHRd0vYkXWCr7b/h1FFUXcPf9uPjjzA6LClKxrKO0b/mtg+yRm3Tycq976gz2HS8jbdSlxnV+CsDxWZK3g6WVPc//x9zf9hZa+AYe2GesOI6D3eU1/ThHxS9ozAtNPGw9w+0crKSwz5oknx0Xy+lVDGNyhmcmRybHaeGgjN8y9gYLyAgCGpgzlhVNeIDos2rygqlupR8RDZLx5cYhptGeIBJj+FxuJcYDVn/htYjw+Ip47Bt/BQ4sfAuC/f/yXT87+hNCQUJMjExERkUbNGK+2detW5syZQ0mJMVfMbre7JSgRaaJ4zRhvqD5tErlgsFGtlF9ayYs/bcVisfDgCQ/SObEzAJsPb2by75PNDNPvad/wT51bxvH5LSPo1ToBuzWeot1XYrcbH+g/2vgRX239qmkvUJQNvzxZdcMCp08BVfiIBD3tGYHBbrfzxoLtTHhnmSMp3rt1Al/fNlJJcT+y+fBmbph7A/nl+QAMbjWYl099mZhwE2fC2+3OzzqaLx70tGeIBIhOY5zFHlvmQvGh+o/3Yed1PY/eLXoDxj762ZbPTI5IREREoJGJ8ZycHE499VS6d+/OmWeeyf79xlyv66+/nrvvvtutAYpII8SplXpj3D2uO1Hhxtviu0t2siuniJjwGKaeNNVRCfPF1i/4YssXZobpl7Rv+L9WCVHMvOkETujcHFtpe8r2n+f43qNLHmVdzrrGP/nPk6Esz1gPugLaDGxSrCLi37RnBI6ySiv/mLWaJ2ZvoDpHdUbfVGbdMpw2SSZWGUuDbMvdxg1zbyC3LBeAAS0H8Mppr5ibFAejzW7VnHPNFw9e2jNEAkxIKPS70FjbKmCd/55/CbGE8K/j/uW4/WL6i+RVf+4VERER0zQqMX7XXXcRHh5ORkYGMTHOD8OXXHIJ33//vduCE5FGioiByARjXajE+LFqnRjNDaON6vAKq52nvt8EQJekLjw4/EHHcU/8/gSbDm0yJUZ/pX0jMCREhfPOdcdxVr/WVOQNo/zw8QCU28q56+e7OFTaiKv5D6yH5W8b64g4OOU/boxYRPyR9ozAkF1YxhVv/M6ny/c47rv91G68fPlgYiIaNdFLTLA9bzsT5kxw7PH9kvvx6mmvEhsea3JkQP5+51qJ8aClPUMkAPW/2Lle86l5cbjBoFaDOKPTGQDkluXy2qrXTI5IREREGpUYnzt3Lk8++STt2rWrcX+3bt3YtWuXWwITkSaKq2qnXqAZ4w1x04ldSI6LAOC7NftZvuswAGd3PpuLul8EQJm1jLvn301heaFpcfob7RuBIzIslBcuG8TVwztSduAcrMUdANhftJ97599Lpa3y2J/Mboc594HdZtwePQniU+t/jIgEPO0Z/m/D/nz+8tIillX9HhUZFsKLlw1i0tjuhIRoVIa/2JW/i+vnXE9OaQ4AvVv05rWxrxEf4SOzvAtcEuNqpR60tGeIBKDU/tCyp7HOWAKHd5oaTlNNGjKJqNAowBhFti13m8kRiYiIBLdGJcaLiopqXIlbLTs7m8jIyCYHJSJuUJ1cqiiCsgJzY/EjcZFh3DW2u+P2E9+td8yn++dx/6RX816AcaLwocUPaXbdMdK+EVhCQyw8fG4f7h3Xh5K9V2KrNE6Q/5H5B88ue+7Yn2jz97D9F2Od1AFOmOj+YEXE72jP8G9z12VywauL2ZtrzPlNSYjk05uHc86ANiZHJg2xO3831825joMlBwHo2bwnr499nYSIBJMjc1GginHRniESkCyWgKoaT41NZUK/CQBY7VaeWvqUziWJiIiYqFGJ8TFjxvDuu+86blssFmw2G08//TQnn3yy24ITkSaorhgHVY030CVD29OtVRwAKzJymb3GaEcfGRrJsyc9S3y4kQScu2suH2780LQ4/Yn2jcBjsViYeHJXnjxvFOX7rsBuN36leH/Du3y++dujP0FlOcx5wHl77GMQHuWhaEXEn2jP8E92u52Xf97KTe8vp7jcCsCAdol8fdso+rdLMjc4aZA9BXu4bu51ZBVnAdC9WXfeGPsGiZGJJkf2J0qMC9ozRAJWv4uc69WfGN3G/Ng1fa6hdayxVy3et5j5e+abHJGIiEjwalRi/Omnn+Z///sfZ5xxBuXl5fzjH/+gb9++LFiwgCeffNLdMQLwxBNPMGLECGJiYkhKSjri+6tWreKyyy6jffv2REdH06tXL55//vkax+zcuROLxXLEl+ZOSUBybUesOeMNEhYawv1n9nLcfvL7jZRVGid428e357FRjzm+98yyZ1h9cLXXY/Q33t43tGd4z8VD2/PahRdiO3iu476HFz/Ekj1r6n/gH6/DoaoWch1GQO+/eDBKEfEn+qzhf0orrNw1cyVPz9nkOG99zoA2zLxpOCkJuujJn+wr3MeEORPILDI+P3RN6sob494gKSrJ3MBq4zpjPEEdCYKV9gyRAJXUwficCJC9GfavMjeeJooKi+LuoXc7bj+99GnKreUmRiQiIhK8GpUY7927N6tXr+a4445j7NixFBUVcf7555Oenk6XLl3cHSMA5eXlXHTRRdxyyy21fn/58uW0bNmS999/n3Xr1vHAAw9w33338dJLLx1x7A8//MD+/fsdX6eccopHYhYxVY2KcSXGG+qkHi0Z2bUFABmHinlviXM+3akdTuXq3lcDUGmr5J7595BbmmtGmH7D2/uG9gzvOrVXCu9edBeWwmEA2C3l3Dzn76zet6/2BxRlw/ynqm5Y4PQpRrs8ERH0WcPfZBWUcunrv/HlSud7/t1ju/PCpQOJCg81MTJpqMyiTCbMmcC+IuO/ZafETrwx7g2aRzU3ObI61KgYT637OAlo2jNEAphrO/XVn5gXh5uM6ziOoSlDAcgoyOD9De+bHJGIiEhwstgbMdQkIyOD9u3bY6nlJHZGRgYdOnRwS3C1mTFjBnfeeSe5ublHPXbixIls2LCBn376CTCuyO3UqRPp6ekMHDiw0THk5+eTmJhIXl4eCQk+NGNNxNXqT+DzG4z1+MkwXLN7G2rdvjzOfvFX7HZIjA5n/r0nkRQTAUCFrYIJcyaQnpUOwOi2o3np1JcIsTTqeiOPM/t9y6x9Q3uGd63fn81l316FLWI3AJaSnrx71msMbN+i5oHf3gXL3jLWg66Ev7zs5UhFpD5mv28F82cNs//uG2rt3jxueHcZ+/NKAYgOD+W5SwZwel+1tfY3B4oOcN2c68goyAAgLSGNt8a/RcuYliZHVo83ToG9ywEL/OcghIabHVFQMvt9S3uG/+wZIg1WfAie6Q62CqP4Y9IGCPHvi+42HtrIJd9egs1uIyYshu/O/47k6GSzw/IqvXeZR3/3IuJvPPW+1agMTqdOnTh48OAR9+fk5NCpU6cmB+UueXl5NG9+5NXt5557Lq1atWLkyJHMmjXLhMhEvEAV403Wp00i5w9qB0BeSQUv/bTV8b3wkHCeGvMUzSKbAbBw70LeWvuWKXH6A3/YN7RnNF3v1sm8d/YrhNjiALBHb+SKzx5jwWaX//YH1sHyGcY6Ig5OedD7gYqIT/OHPQO0b/zfmv1c+NpiR1K8TWIUs24ZrqS4HzpYfJDr517vSIp3iO/A9HHTfTspDs5W6rEtlRQPYtozRAJYTHPoPt5YFx6AHf4/l7tn855c0O0CAIori3l+xfNHeYSIiIi4W6MS43a7vdarcQsLC4mK8o0ZckuWLOGTTz7hpptuctwXFxfH1KlTmTVrFrNnz+bUU0/lkksu4f33629dU1ZWRn5+fo0vEZ9XY8b4AfPi8HP3jO9OZJjxVvnOkp1k5BQ7vpcam8p/x/wXC8b74YvpL7I0c6kpcfo6X983tGe4T//WaUw7+VmwG/9uQpr9yPWz3ubL9L1gt8P394HdZhw8+m6IT6nn2UQkGPn6ngHu2zf8cc+w2+08/8MWbvlgBaUVxvv5oA5JfHnbSPq0STQ5Ommo7JJsrp97PTvzdwLQNq4tb45/k5RYH9+fbVbnZ5wEXYwRzLRniAS4AGunDnDboNuID48H4MutX7I2e63JEYmIiASXsIYcPGnSJAAsFgv/+c9/iImJcXzParXy+++/N6gF1MMPP8wjjzxS7zFLly5l6NChDQmTdevW8Ze//IUHH3yQsWPHOu5PTk7mrrvuctweOnQohw8f5qmnnuLKK6+s8/mmTJly1DhFfI4qxt2idWI0N4zuzEs/b6XCaufJORt5+fLBju+PaDOCmwfczKurXsVmt3Hv/HuZde6soGuFVRd37hvaM/zHyWkjuHPwXUxLfxaAiNSZTPqiJTE77Iyrvso/qSOccKuJUYqIrwnGzxr+tmeUlFu5Z9YqvlvtnO18/qC2TD6/n+aJ+6FDpYe4Ye4NbM/bDkCb2Da8Nf4tUmP9YF530UGwW411vBLjwUh7hkiQ6DYeIhOhLA82fANnTYWImKM/zoc1j2rOLQNv4amlTwHw3z/+y3tnvFfrRT4iIiLifg1KjKenG7N07XY7a9asISIiwvG9iIgIBgwYwD333HPMz3fbbbdx6aWX1ntMWlpaQ0Jk/fr1nHLKKdxwww38+9//PurxJ5xwAtOnT6/3mPvuu8/xoQuMvvbt27dvUFwiXheVCGFRUFmqivEmuvmkLny8NIPswnK+W72f60YeZkjHZo7v39T/JtKz0vlt/2/klObwjwX/4PWxrxMW0qC32IDkzn1De4Z/ua7f1Ww8vJ7vd/4fltByotu9S5vVe50HjHsMwn2jikdEfEMwftbwpz0jM6+UG95dxpq9eQBYLPDP03ty05jOOpHrh3JLc7lh7g1szTVGBaXGpvLm+DdpE9fG5MiOUf4+51qJ8aCkPcO39wwRtwmPgt7nQvp7UF4Im2ZDvwvNjqrJLu15KZ9u/pQdeTtYdXAV3+34jrM7n212WCIiIkGhQVmbn3/+GYBrr72W559/vsnDzpOTk0lOdl9V5bp16zjllFO4+uqreeKJJ47pMenp6bRuXf8H6cjISCIjI90Rooj3WCxGO/XDO1Ux3kRxkWHcNbY7D3xhtLd64rv1fHbLCMdJ4NCQUP47+r9c/M3FZJVksTRzKa+sfIXbB99uZtg+wZ37hvYM/2KxWHh05CNsz9vG5sObCYnM5n+trDyfBdujB9Ch29lEHP1pRCSIBONnDX/ZM1btzuWGd5eRVVAGQGxEKNMuHcTY3j7ebltqlVeWxw3zbmDz4c0AtIppxVvj3qJdfDuTI2sA1883CX6SzBe30p4hEkT6X2IkxsFopx4AifHwkHD+Oeyf3PzDzQA8t+w5Tml/CjHh/l0NLyIi4g8aVc749ttvA7B161a2bdvGmDFjiI6OrnO2kztkZGRw6NAhMjIysFqtrFy5EoCuXbsSFxfHunXrOPnkkxk3bhyTJk0iM9P4oBwaGkrLli0BeOeddwgPD2fQoEGEhITwzTff8MILL/Dkk096JGYR08VVJcZLc6GiVNWZTXDJ0Pa8vWgnW7MKWZGRy/+tzeTMfs6TFi2iW/D0iU9z3ZzrsNqtvLHmDQa2GsiYdmNMjNp3eHvf0J7hG6LDopl28jQu/eYS8isK+CU2hv8lJvJt1iU0f3cZr105hNhIdVYQkZr0WcO3fLVyL/+YtZqySmOeeLtm0Uy/eig9U5uWhBJz5Jfnc+O8G9l4aCMALaNb8ua4N2mf4GdVpwWuFeN+0PpdPEZ7hkgQ6DgSEtpC/l7Y9iMUZUOs/4+vG9l2JCe2O5H5e+aTVZLFm2vf5O+D/m52WCIiIgEvpDEPOnToEKeeeirdu3fnzDPPZP9+Y8bc9ddfz9133+3WAKs9+OCDDBo0iIceeojCwkIGDRrEoEGDWLZsGQCffvopBw8e5IMPPqB169aOr2HDhtV4nscff5yhQ4cybNgwPv74Y956660ac51EAkq8SxWP2qk3SVhoCPef2dNx+7//t5HyqhPE1QanDObOwXc6bt//6/3sL9yPeH/f0J7hO9rHt+epqK5Y7HYAXmmWyMbYUhZuyeayN34ju7DM5AhFxNfos4ZvsNnsPDt3E3d8vNKRFD8urTlfTRyppLifKigv4OZ5N7M+Zz0ALaJaMH38dNIS08wNrDFcK8bjVTEezLRniASBkBBnlbitEtZ9YW48bnTvsHsdY/hmrJ3BnoI9JkckIiIS+Cx2e9WZ6ga46qqryMrKYvr06fTq1YtVq1bRuXNn5s6dy1133cW6des8EavPyM/PJzExkby8vCa36xLxqNn/gD/+Z6wnzIP2x5kbj5+z2+1cMf13Fm/LAeA/Z/dmwqhORxxzx8938PNuo7Vf/+T+zDh9BuGh4V6P15XZ71vBvG+Y/Xdvusy18L/RTE+I4/nmScZ91igKd9yGvSKZtBYxvHvd8XRooZZxIr7C7Pct7Rnm7xnF5ZVMmrmK79c5k48XD23H4+f1IyKsUddWi8mKKoq4ad5NrDq4CoDmUc15a/xbdEnqYnJkjfTlRFj5vrG+eRGk9jU3niBm9vuW9gzz9wwRrziwDl4dYazbDYPrfzA3Hjeaumwqb68zul+M7TiWqSdNNTkiz9J7l3n0dy8i/sZT71uNOqsxd+5cnnzySdq1qzmDrFu3buzatcstgYmIG7hWjGvOeJNZLBbuP7MX1R35XvhxC3nFFUcc8/iox2kb1xaA1dmreXb5s94O1edo3whSdjvMuR/sNibk5XNabEfj/tBS4ju+D5YyduYUc/6ri1m7N8/cWEXEZ2jPMNfe3BIueHWJIykeYoF/n9WLJy/or6S4nyquKObWH251JMWTIpN4Y9wb/psUh5qt1DVjPKhpzxAJEil9IKXqIqg9SyFnm7nxuNGN/W+keVRzAObtmscf+/8wOSIREZHA1qgzG0VFRcTEHFnZlZ2dTWRkZJODEhE3iXOZt6dW6m7Rt20ifx1kJL3zSip46ectRxyTEJHAsyc9S3iIUSX+wYYPmLNzjlfj9DXaN4LUpv+DHfMBsCR15PEz36FzYmcA7OGZJHf6ErCTXVjGpa//xuKt2ebFKiI+Q3uGeZbvOsxfXlrEhv35AMRHhvHmNcO4fnRnj83qFc8qrihm4o8TWZG1AoDEyESmj5tO92bdTY6siaov+g2NhOhm5sYiptKeIRJE+l/sXK+ZZV4cbhYXEVdjLN9/l/6XSluleQGJiIgEuEYlxseMGcO7777ruG2xWLDZbDz99NOcfPLJbgtORJpIFeMecc+4HkRWVUy9s3gXGTnFRxzTp0Uf/nXcvxy3H1r8EDvzdnorRJ+jfSMIVZbB3Aect8c9RmxMC54/+XniwuMAKItMJ62LcTV8YVklV7/9B9+s2lfbs4lIENGeYY7PV+zhstd/I7uwDICOLWL4YuIITu7RyuTIpLFKKku4/afbWXbAmHscHxHP62Nfp0fzHiZH5gb5Vb8vxKeCLtoIatozRIJI3wuBqvf81TONDmUB4i9d/0LvFr0B2HJ4C59t/szkiERERAJXWGMe9PTTT3PSSSexbNkyysvL+cc//sG6des4dOgQixYtcneMItJYrhXjSoy7TZukaG4Y3ZmXft5KudXGk3M28vLlg4847qLuF7H8wHJm75hNUUURd8+/mw/O/ICosCgTojaX9o0g9MfrcGi7se44CnqdC0BaYhqTR03m9p9vB+Bw5FcM7dmZZRtbUmG1c/vH6WQXlnHtyE5mRS4iJtOe4V1Wm52n52zitfnOlqTDO7fglSsG0yw2wsTIpCnKrGXc8dMd/J75OwBx4XG8PvZ1x0l3v1ZRAqW5xlpt1IOe9gyRIJLYFtJGwc6FcGgb7F0B7YaYHZVbhFhCuO+4+/jb//0NgJdWvsTpnU4nMTLR5MhEREQCT6Mqxnv37s2qVas47rjjGDt2LEVFRZx//vmkp6fTpYsfzykTCTTxrq3UlRh3p5tP6kJynHGy+LvV+1m+6/ARx1gsFh4a/pCjdfTmw5uZ/Ptkr8bpK7RvBJnCgzD/qaobFjh9co1qrpM7nMwtA24BwGa3kRk5nbMHG/+e7HZ45Jv1PPn9RuwBVAEgIsdOe4b3FJZVctN7y2okxa84vgPvTjhOSXE/Vm4t546f72DJ/iUAxIbH8trY1+ib3NfkyNykYL9z7fp5R4KS9gyRINP/Eud6zSfmxeEBA1sN5MxOZwKQW5bLq6teNTkiERGRwNSoinGAZs2acdZZZzFs2DBsNhsAS5cuBeDcc891T3Qi0jTRzSEkDGyVUKAZ4+4UFxnGnad1599frgVg8uwNzLp5+BHzN2PCY5h60lQu++4ySipL+GLrFwxOGcx5Xc8zIWpzad8IIj8/AWXGfFoGXQmtBxxxyM0DbmZ9znrm75lPXnkeB5q9zs0n/YfXftkNwKu/bONgQRlTzu9HeGijruMTET+mPcPzdh8q5vp3lrHpQAEAoSEWHjqnN387oaPmifuxCmsFk36ZxKK9RqVsdFg0r572KgNaHrkX+61818S4KsZFe4ZIUOl9Lnx3N1jLjDnj4x6H0HCzo3Kbu4bcxc+7f6aksoSPN37Mhd0upGuzrmaHJSIiElAalRj//vvvueqqq8jJyTmimstisWC1Wt0SnIg0UUgIxKVA/l5VjHvApcPa8/aiHWw7WMTyXYf5fm0mZ/RrfcRxXZK68J8T/sP9v94PwBO/PUHvFr3p3qy7t0M2jfaNIJK5Fla8Y6wj4uHUB2s9LMQSwuTRk7n8u8vZlb+LjYc30rXzRzx8zo088u167HaYtXwPOYVlvHzFYGIiGn0tn4j4Ge0ZnvfHjkPc/P5yDhWVA5AQFcbLVwxmdLeWJkcmTVFhq+Du+Xczf898wEiKv3LqKwxqNcjkyNxMFePiQnuGSJCJSoQep8P6r6A4G7b/At3Gmh2V26TGpjKh7wReWvkSVruVp5Y+xf/G/k8XLYqIiLhRo0qwbrvtNi666CL27duHzWar8aUPHSI+Ji7F+LMoG6yV5sYSYMJCQ7j/zF6O2//9fiPllbZajz2nyzlc2P1CAEqtpdz9y90Ulhd6JU5foH0jSNjtMOc+sFf9OxhzN8S1qvPwhIgEpp00jeiwaAC+3f4t4c0X89Jlg4moqhL/edNBLn/jd0fyRkQCn/YMz5q5NIMrpv/meF/tnBzLlxNHKinu5ypsFfxzwT/5effPAESFRvHyqS8zNHWoyZF5gGtiXDPGg572DJEg5NpOfXVgtVMHuLrP1bSJNfa3JfuX8MvuX0yNR0REJNA0KjGelZXFpEmTSElJcXc8IuJujioKOxRlmRpKIDqlZyuGd24BwK6cYt7/bVedx/7ruH/Rq7mRSN+Zv5OHlzwcNDOUtW8EiU2zYccCY90sDU649agP6dqsK4+PfNxx++mlT9Oq1R5mXDeM+EijSnzl7lwufG0xew4XeyJqEfEx2jM8w2qz89i36/nnZ2uosBq/f4zulswXt46kc8s4k6OTpqi0VXL/wvuZt2seAJGhkbxwygsMSx1mcmQeUuDSCSv+yG5NEly0Z4gEoa5jISrJWG/8FsoCq+ggKiyKu4fe7bj99LKnKbfqQnERERF3aVRi/MILL+SXX35xcygi4hFxLicICtRO3d0sFgsPnOWsGn/hpy3kFVfUemxkaCTPnvgs8eHxAMzZOYePNn7klTjNpn0jCFSWwZwHnLfHPgZhkcf00HFp45jQdwIAVruVe+bfQ+fUSmbeNJyW8cZzbD9YxAWvLmZjZr7bQxcR36I9w/3ySyu4bsZS3vx1h+O+a0ak8fY1w0iMCZy5nMHIarPywK8P8P3O7wEIDwnn+ZOfZ3ib4SZH5kH5+5xrtVIPetozRIJQWAT0+auxriiGjd+ZG48HjO04lqEpRteX3QW7eW/9eyZHJCIiEjgs9kaUKxYXF3PRRRfRsmVL+vXrR3h4zZMpt99+u9sC9EX5+fkkJiaSl5dHQkKC2eGI1O+X/8IvU4z1ZR9DjzPMjSdATZq5ks/T9wJw45jONVqs/9mPu37kzl/uBCAsJIx3T3+Xfi37eTQ+s9+3gnnfMPvv3msWvQDz/mOsO46Ca76FBsxBs9qs3PrjrSzetxiAvi36MuOMGWTlWbnqrT/YkV0EQHxUGNOvGsrxVZ0aRMT9zH7f0p7h3r/7ndlFTHhnKdsOGu+jYSEWHv1LXy4/voNbnl/MY7VZeXDxg3y97WvA+L3y+ZOfZ0y7MSZH5mFvnQ4ZS4z1/fshIsbceIKc9gzzmP13L2KqXUvg7dONddfT4MrPzI3HAzYd2sTF316MzW4jJiyGb//6LS1j/H/0jd67zKO/exHxN5563wprzIM+/PBD5syZQ3R0NL/88gsWlxPfFosloD94iPgdVYx7xT3je/Ddmv2UVdqYsWgnfzuhI+2b136S7tSOp3JV76t4d/27VNoquWf+PXxyzickRiZ6OWrv0b4R4AoPwoKnq25Y4PQpDUqKA4SGhPLk6Ce59LtL2Vu4l7U5a5n8+2QeHv4ws24eznUzlrJqTx4FpZX87a0/eOHSgZzeV+1TRQKR9gz3Wbwtm1s/WEFuVTebpJhwXr1iCMO76OIif2ez23hkySPOpLgljOdOei7wk+LgnDEelaikuGjPEAlW7Y+HpA6QmwHbfoLCLIhrZXZUbtWjeQ8u7HYhn2z+hOLKYp5f8TyPj3r86A8UERGRejWqlfq///1vHn30UfLy8ti5cyc7duxwfG3fvt3dMYpIU7jO3Ss8YF4cAa5NUjTXj+4EQLnVxpPfb6z3+DuH3MnAlgMB2Fe0j/t/vR+b3ebpME2jfSPA/fw4lFW1OB/8N2jdv1FPkxSVxLSTpxEVGgXA51s+59PNn9IiLpIPbziBE7sbV8eXV9q45YMVvPfbLreELyK+RXuGe7z/2y6uevMPR1K8W6s4vpo4UknxAGCz23h0yaN8sfULAEItoTxz4jOc1P4kcwPzBrsd8qsS4/FtzI1FfIL2DJEgFRIC/S4y1nYbrA28inGAiYMmEh9hjOP7attXrM1ea3JEIiIi/q9RifHy8nIuueQSQkIa9XAR8aZ4VYx7y80ndqFFbAQA367ez4qMw3UeGx4SztMnPk2zyGYALNizgLfWvuWVOM2gfSOAZa6BFe8a64h4OOU/TXq6ns178vCIhx23p/wxhZVZK4mNDGP61UM5f3BbwDgv/p8v1zJ17iYaMRVGRHyY9oymqbTaeOirtfz7y7VU2oz3x5N7tOTzW0fQsUWsydFJU9ntdib/PpnPthgJgFBLKE+OeZJTO55qcmReUnIYrGXGWvPFBe0ZIkGt38XO9epPzIvDg5pHNefWAbc6bk/5Y0pAF1WIiIh4Q6M+OVx99dXMnDnT3bGIiCfEuZwwUsW4R8VHhXPn2O6O21Nmb6j3+NTYVP47+r9YMNr9vZj+IqsPrvZojGbRvhHA5jxgXKEPMOYet7SvO6vzWVzZ60oAKm2VTPplEkUVRYSHhvDsRQO46cTOjmNf+Gkrz8zd1OTXFBHfoT2jae76ZBXvLHF21LhhdCemXz2M+Kjweh4l/uKVVa8wc5Px7yPEEsKU0VMYnzbe5Ki8qLqNOkCCKsZFe4ZIUGvVE1oPMNb7VkD2FnPj8ZBLel5C50TjM/Dqg6v5bvt3JkckIiLi3xo1Y9xqtfLUU08xZ84c+vfvT3h4zZMsU6dOdUtwIuIGsS2d66KD5sURJC4b1p4Zi3aw7WARS3ceZs/hYto1q3v24Yi2I7hpwE28tuo1bHYb32z7hv4tG9eG2pdp3whQ+1bCjvnGulkanHCL25560tBJbDi0geUHlnOw5CDLDyxnTLsxWCwW7jujF63io3js2/UAvL5gOxNP7kpMRKN+rRERH6M9o/H25Zbwzap9AISHWnjir/24eGh7k6MSd6mwVfDOuncAsGDh8ZGPc0anM0yOystKXDoyxTQ3Lw7xGdozRIJc3wtg/ypjvfNXSO5mbjweEB4Szj+H/ZObfrgJgI83fcw5Xc4xOSoRERH/1agzyGvWrGHQoEEArF1bc7aJxWJpelQi4j6hYRAaAdZyqCw1O5qAFxYawln9WvPCT1sBWL0nr97EOMAF3S7gtVWvAXCwJDAvXtC+EaCWz3CuR94BYZFue+rwkHCGpQ5j+YHlgNEq1tWEUZ3YcqCAj5fupsJq5/cdhzi5R9Or1UXEfNozGi8z3/m73qXDOigpHmDWZa+jpLIEgNM7nR6cJ8Uj4pzr8iLz4hCfoT1DJMg16+Rcl+aaFoanjWg7gu7NurP58GZWH1zNvsJ9tIlT5xQREZHGaFRi/Oeff3Z3HCLiSWFRVYnxMrMjCQr92yU51qv35HFmv9b1Ht8iqoVjnVOS46mwTKV9IwCVFcCaT411RBz0u8jtL1FQXuBYx7meCK9yYveWfLx0NwCLtmQrMS4SILRnNF5OYblj3SrefRcriW9YdmCZY31c6nEmRmKiqETnuiTXtDDEd2jPEAlyrvtCaZ55cXjB+LTxbD68GYB5u+ZxdZ+rTY5IRETEPzVqxriI+JnqKk5VjHtFv3bOD2ar9+Qe9fjw0HASI43HZJdkeyosEfda+xmUFxrrfhdCZLzbX8I1MR4fceTzD+/SgupCoF+36t+OiEhOofMiyBZxSowHGtfE+NCUoSZGYqLoJOc6gCsDRUTkGAVRYnxcx3GO9Zydc0yMRERExL8pMS4SDMKijD9VMe4VKQlRpCQYJ6PX7M3DZrMf9THVVeM5pYFZMS4BaNnbzvWQazzyEjUS4+FHJsaTYiLo19Y4EbIxs4CsAl38IyLBLafIWTHeIi7CxEjE3SptlaQfSAcgOTqZjgkdTY7IJJGJQNVVcaoYFxGRIEqMpyWm0aNZDwDWZK9hb+FekyMSERHxT0qMiwQDVYx7XXU79YLSSnbmHH3+YXJ0MgAllSUUVxR7MjSRptuXDvtXGuvWA6HNII+8TGFFoWNdW8U4wKiuyY71km26sEREglu2S8V4shLjAWVDzgaKK43fEYemDA3e2ckhIRCVYKxVMS4iIkGUGAejnXq1uTvnmhiJiIiI/1JiXCQYqGLc6/q3dX44W7P36B/OgmHOuASQ5TOcaw9Vi4OzYjwsJIzI0NpbArsmxhduUTt1EQlurjPGW8SqlXogcW2jPix1mImR+ICoJOPPIEiAiIjIUUQmONel+ebF4SXj0pzt1JUYFxERaRwlxkWCgWvFuP3obb2l6fq3T3KsV+0+hsR4tDMxnl2q5J74sLICWDPLWEfEGfPFPaQ6MZ4QkVBnZdzgjs2ICjd+nVm0NRu73uNEJIjlFLnOGFfFeCDRfHEX1dWBJbn6bCMiEuxCw4zPpRAUF0x1TOhIr+a9AFibs5Y9BXtMjkia4pVXXqFTp05ERUUxZMgQFi5ceEyPW7RoEWFhYQwcONCzAYqIBCglxkWCQXXFOIC1vO7jxG361agYzz3q8a6JcVWMi09bMwvKq1qc97sIImtvce4O1YnxuPC4Oo+JCg9lWFpzAPbnlbLt4NFHF4iIBKrqivGIsBDiIsNMjkbcxWqzsuLACgCaRzWnU2InkyMyWXSS8afd6vydREREglf1BVNBkBiHP1WN71LVuL+aOXMmd955Jw888ADp6emMHj2aM844g4yMjHofl5eXx1VXXcWpp57qpUhFRAKPEuMiwSDMpZWm2ql7RfPYCNo3jwZg7d58rLb6q1lcW6lnl6hiXHyYl9qo2+12x4zxuuaLVxvdzdlOfdFW/fsRkeCVXZUYT46NCN4Z1AFo0+FNjj1xSMoQ/betbqUORtW4iIgEtyBLjI/v6JwzPmfnHBMjkaaYOnUqEyZM4Prrr6dXr15MmzaN9u3b8+qrr9b7uJtuuonLL7+c4cOHeylSEZHAo8S4SDBwrRhXYtxr+rdNAqCkwsrWrPqrWZKjnYm9nFJVjIuP2pcO+1ca6zaDoM1Aj71UcWUxNrsNgLiIuivGAUa6zBn/VYlxEQlSNpudQ1Wt1FvEab54IFmaudSxDvo26uCsGIegSYKIiEg9qhPjlSVBcc6rfUJ7erfoDcD6nPXszt9tckTSUOXl5Sxfvpxx48bVuH/cuHEsXry4zse9/fbbbNu2jYceeuiYXqesrIz8/PwaXyIi4keJ8SeeeIIRI0YQExNDUlJSrcdYLJYjvl577bUax6xZs4YTTzyR6Oho2rZty6OPPqp5pBL4alSMl5oXR5Dp187ZTn31ntx6j1UrdffSnuEhXqoWB2cbdTBmjNenV2oCLWKNWbq/bcuh0mrzaGwiEngCYd/ILamgukGN5osHFtf54sNSh5kYiY+Icv6OTWmuaWFI8AqEPUMkoNTYF4Ij8Tc+zaVqfJeqxv1NdnY2VquVlJSUGvenpKSQmZlZ62O2bNnCv/71Lz744APCwo5tZNKUKVNITEx0fLVv377JsYuIBAK/SYyXl5dz0UUXccstt9R73Ntvv83+/fsdX1dffbXje/n5+YwdO5Y2bdqwdOlSXnzxRZ555hmmTp3q6fBFzKWKcVP0r5EYr7+axbViXK3Um057hgeUFRjzxQEi4qDvhR59OdfEeH0zxgFCQiyMqKoaLyirZNVR/r2JiPxZIOwbOYXO3/FaxKpiPFDY7DbHfPGkyCS6JHUxOSIfoFbqYrJA2DNEAkqNxHhwfBYc19FlzvhOzRn3V38ej2O322sdmWO1Wrn88st55JFH6N69+zE//3333UdeXp7ja/dudRcQEQE4tsuLfMAjjzwCwIwZM+o9LikpidTU1Fq/98EHH1BaWsqMGTOIjIykb9++bN68malTpzJp0iTNapPApYpxU/Rt65IY31v/h7NmUc0ca7VSbzrtGR6w5lMorxoJ0O8iiKw/Wd1U1bNU4egzxgFGdW3BN6v2AfDrlmyGdGx2lEeIiDgFwr5RPV8cIFkV4wFjy+Et5Jcb1W9DUoYQYvGba9s9p0Yr9VyzopAgFgh7hkhAcU2MlwVHYrxdfDv6tOjDupx1bDi0gYz8DDokdDA7LDlGycnJhIaGHlEdnpWVdUQVOUBBQQHLli0jPT2d2267DQCbzYbdbicsLIy5c+dyyimnHPG4yMhIIiN1wayIyJ8F3Kfq2267jeTkZIYNG8Zrr72GzeZsp7pkyRJOPPHEGhvC+PHj2bdvHzt37qzzOTWPQ/yeKsZNkRAVTueWsQBs2JdPeWXd7Z3DQ8JJikwC1Erdm7RnNIBrG/Wh13r85WpUjB9lxjjAqG4tHetFmjMuIh7i7n3DnXtGTpFLxbgS4wHDtY265otXca0YD5LKQPFPvrxniASUSJfRW0G0L7i2U5+7S1Xj/iQiIoIhQ4Ywb968GvfPmzePESNGHHF8QkICa9asYeXKlY6vm2++mR49erBy5UqOP/54b4UuIhIQAiox/thjj/Hpp5/yww8/cOmll3L33XczefJkx/czMzNrnd1R/b26aB6H+D1VjJumf1XVeLnVxuYDBfUeW91OPackR7PlvEB7RgPsXQH7VxnrNoOg9QCPv2RDZowDtE2KplOycSHKiozDFJZVeiw2EQlOntg33Lln5LhUjKuVeuBYlumSGE9VYhyoWTGuVurio3x9zxAJKEHYSh1gXJqznfqcnZoz7m8mTZrE9OnTeeutt9iwYQN33XUXGRkZ3HzzzYDRBv2qq64CICQkhL59+9b4atWqFVFRUfTt25fY2FgzfxQREb9jamL84YcfxmKx1Pu1bNmyoz9RlX//+98MHz6cgQMHcvfdd/Poo4/y9NNP1zimttkdtd3vSvM4xO/VqBhXYtyb+rVLcqxX7cmt99gWUS0AKLWWUlRR5MGo/JP2DBO5VosP8Xy1ODRsxni1kV2Nf0OVNjt/7FDnBZFg5w/7hjv3jBozxlUxHhBsdpujYjw+Ip5uSd1MjshH1KgYzzUrCgkwwbZniASUIE2Mt41rS7/kfgBsPLSRnXk7zQ1IGuSSSy5h2rRpPProowwcOJAFCxYwe/ZsOnbsCMD+/fvJyMgwOUoRkcBk6ozx2267jUsvvbTeY9LS0hr9/CeccAL5+fkcOHCAlJQUUlNTa53dAdQ6v6Oa5nGI36tRMa5W6t40oJ3zA9qaPXlQT3ejFtEtHOuc0pxjah8dTLRnmKQ0H9bMMtYR8dD3Aq+8bENnjAOM6tqS938zPjj+uiWHU3rW/d9JRAKfP+wb7twzsotcZ4wH0D4UxLblbiO3LBcw5ouHhoSaG5CvcE2Mq2Jc3CTY9gyRgBKkiXEw2qmvyV4DGO3Ub+x/o8kRSUPceuut3HrrrbV+b8aMGfU+9uGHH+bhhx92f1AiIkHA1MR4cnIyycnJHnv+9PR0oqKiSEpKAmD48OHcf//9lJeXExFhVFHMnTuXNm3aNOkDjojPC1UrdbP0bpNAiAVsdli9p/4PaK6J8eySbDomdPR0eH5Fe4ZJ1s6C6g4G/S+CSO9csJFf7pyZeKyJ8eFdWjj+vf269aCnQhMRPxFs+4YqxgOP5ovXwbWVepAlQMRzgm3PEAkoQZwYH9txLM8sewYw2qkrMS4iInJ0fjNjPCMjg5UrV5KRkYHVamXlypWsXLmSwkKjouybb77hjTfeYO3atWzbto3p06fzwAMPcOONNzquqL388suJjIzkmmuuYe3atXzxxRdMnjyZSZMm1dsWV8TvqWLcNDERYXRPMZJ6mw4UUFphrfPY6lbqYMwZl8bTnuEmdjsse9t520tt1AEKyxteMZ4YHU7/qvEFmw8UkpWvC4FE5NgEwr7hOmO8eawS44FA88XrUCMBkmtaGBK8AmHPEAkoQZwYbxPXhv4t+wOw+fBmtudtNzkiERER32dqxXhDPPjgg7zzzjuO24MGDQLg559/5qSTTiI8PJxXXnmFSZMmYbPZ6Ny5M48++igTJ050PCYxMZF58+YxceJEhg4dSrNmzZg0aRKTJk3y+s8j4lWaMW6qfm0T2ZhZgNVmZ/3+fAZ3aFbrccnRzgqF7JJsb4UXkLRnuMm+dMhcbazbDIbW/b320o2ZMQ4wqmsyK3fnAvDr1mzOH9zO3aGJSAAKhH0jp6qVenxUGJFharnt7+x2u6NiPC48jp7NepockQ8JDYeIOCgvVCt1MUUg7BkiAaVGYjy/7uMC1PiO41l90PjcPnfnXG4ecLPJEYmIiPg2v0mMz5gxo97ZGqeffjqnn376UZ+nX79+LFiwwI2RifiBGolxVYx7W//2SXy6fA8Aq3fn1pkY//OMcWk87RlustylWnyo96rFAQoqnInxY60YBxjZNZmXft4KKDEuIscuEPaN7KpW6povHhh25O3gUOkhAAa1GqT54n8WlWgkxlUxLiYIhD1DJKBEJTnXQVYxDjAubRxPL3saMOaMKzEuIiJSP79ppS4iTRCmGeNm6t/WefXy6r11f0hzrRhXK3UxXWk+rPnMWEfEQ5/zvfryja0YH9wxiehwI3mwaGs2drvd7bGJiPiaskorBaWVALRQG/WA4DpffFjqMBMj8VHVSZAgTICIiMifRCU410G4L6TGpjKg5QAAthzewvZctVMXERGpjxLjIsFAFeOm6tk6nvBQY07c6j11f0jTjHHxKWs+hYoiY93/Yog89uS0O1TPGI8Nj21QlVxkWCjHdWoOwIH8MrZmFR7lESIi/u9QkXO+eIs4JcYDQY354imaL36E6CTjz8pSqNCFvyIiQS00HMJjjHUQJsYBxqeNd6zn7JpjYiQiIiK+T4lxkWCginFTRYaF0jPVuIJ528FCCssqaz2uWVQzLBgJdLVSF1PZ7TXbqA+5xushVFeMN6RavNrobs7uC79uzXZbTCIiviqn0DUxrlbq/s51vnhMWAy9WvQyOSIfVKNtbq5ZUYiIiK+onjMepInxsR3HOtZzd841MRIRERHfp8S4SDBQxbjp+rUzPqTZ7bC2jnbqYSFhNIsy5o9nlyiZJybatwIy1xjrtkOgdX+vh1BYYVR6N2S+eLWRXV0S41v0b0lEAl/1fHGAZLVS93sZBRkcLDkIGPPFw0LCTI7IB0U5RxVRkmtaGCIi4iOCPDGeGpvKoFaDANiau5Wth7eaHJGIiIjvUmJcJBioYtx0A9o5T96tqaedevMoowV0TkmOZiOLeZbPcK5NqBavsFVQUlkCNC4x3jM1nuSqVsK/bc+hwmpza3wiIr5GFeOBpUYb9VS1Ua9VdSt1UMW4iIg4E+MVRWCtMDcWk7i2U5+7S1XjIiIidVFiXCQYqGLcdP3aJjnWq/bk1nlccrRR6VpuK6egosDDUYnUojQf1nxmrCPioe8FXg+her44NC4xbrFYHFXjReVWVu3OdVdoIiI+KafI+fudZoz7v6UHljrWmi9ehxqt1IOzOlBERFy4dhIpzTcvDhOd1uE0x3i+OTvnqNhCRESkDkqMiwQDVYybrltKHJFhxlvumjpaqQO0iG7hWOeUaM64mGDNJ8ZV9gD9L4aIWK+HUD1fHBo3YxxqtlNfqHbqIhLgalSMx6pi3J/Z7XZHxXh0WDR9WvQxOSIf5VoxrlbqIiLimhgvC84LplJiUxzt1LfnbWdrrtqpi4iI1EaJcZFgUKNiXIlxM4SHhtCnTQIAu3KKySuuvbVXiyhnYlxzxsXr7HZYNsN5e+i1poTh2i2hMRXjAKNcEuOLturfkogEtmyXxHiyKsb92p7CPRwoPgDAgJYDCA8NNzkiH1WjYjzXrChERMRX1KgYD87EOMC4tHGOtdqpi4iI1E6JcZFgUKNiXK3UzdK/XZJjvXpvbq3HVLdSB8gpVcW4eNneFXBgjbFuOxRS+5kShmvFeGMT422Sounc0qh2T9+dS0FpcM6ZE5Hg4NpKPVkzxv1ajfniaqNeN9cEiCrGRUQkMsG5DuLE+NiOY9VOXURE5CiUGBcJBqoY9wn92zlP4K3eU/sHNbVSF1Mtf9u5HnKNaWE0dcZ4tdFVVeNWm53ftx9qclwiIr6qupV6aIiFxGhVGPuzZQdcEuOpSozXybWVehAnQEREpIoqxgFoFdOKwSmDAdiRt4MtuVtMjkhERMT3KDEuEgxUMe4TaibGc2s9JjnKpWJciXHxptI8WPuZsY5MgL7nmxaKO2aMQ80547+qnbqIBLCcQuP3u+axEYSEWEyORppi+YHlAESGRtIv2ZzOLX5BrdRFRMSVEuMO49PGO9Zzds4xMRIRERHfpMS4SDAICYWQquohqxLjZumcHEdsRCgAa46lYlyt1MWb1nwKFcXGuv/FEBFrWiiuifGEiIR6jqzfCV1aEFqVIFJiXEQCld1uJ7vIqBhvEav54v5sX+E+9hbuBYz54hGh+u9ZJ9eKcbVSFxERJcYdXNupz905V+3URURE/kSJcZFgUd1OXRXjpgkJsdC3rfFhbV9eKQcLjvxv4ZoYzy5RIk+8xG6HZTOct01sow5QUOFSMR7R+IrxhKhwBlR1atiaVUhmnkZJiEjgKSyrpLzSBmi+uL+r0UZd88Xrp4pxERFxpcS4oDjBJwAAZklJREFUQ3J0smMcy878nWw+vNnkiERERHyLEuMiwaK6nbpmjJvKtZ36mr25R3y/WWQzQizGW7NaqYvX7F0BB9YY67ZDIdXc1q3umjEOMErt1EUkwFXPFwdoEacKY3+2LFPzxY9ZeBSEVn2+CfIEiIiI8KcLpvJNC8NXjO+oduoiIiJ1UWJcJFioYtwn9G+X5Fiv2n3kSbzQkFCSIo1jVDEuXrP8Led66LXmxVElv9x5IiM+vImJ8W4tHetFSoyLSADKKXL+btciVhXj/qy6Yjw8JFzzxY9FdTt1tVIXERFVjNdwasdTHUUXc3epnbqIiIgrJcZFgkVYVQWRKsZNVbNivPYPa8nRRoVrTmmOPryI55XmwdrPjXVkAvT5q7nx4N6K8YHtk4iJCAWMinH9mxKRQJOtivGAkFmUye6C3QD0S+5HVPVFrVK36upAtVIXERElxmtIjk5mWMowAHbl72LT4U0mRyQiIuI7lBgXCRaqGPcJHZrHkBgdDsDqPbm1JulaRBlzxittlTUqZ0U8YvUnUFFsrPtfAhGx5saD+2aMA0SEhXB8p+YAHCwoY/OBwqM8QkTEv7i2Uk9WYtxv1Zgvrjbqx6a6Yry8EKwVpoYiIiImi0pwrpUYB2Bc2jjHWu3URUREnJQYFwkWrjPGVTFpGovF4qgazy4sZ1/ekRX81RXjoDnj4gXp7znXPtBGHZwV42EhYUSFNr1izrWd+sItB5v8fCIiviSnUK3UA4HrfPFhqcNMjMSP1KgO1MWkIiJBLSzSWRCixDgAp3Zwaae+c67J0YiIiPgOJcZFgkVYtPGn3QbW8vqPFY/qmepsDb0rp+iI77eMcSbx9hbu9UpMEsRyM4w/Y5IhpY+5sfyJzW6j1Nr08Q8D2ztPnO8+VNzk5xMR8SWF5ZWOdVxUmImRSFPszN/pWPdP7m9eIP7E9TON3WZeHCIi4huimxl/FqvAAKBFdAs6JnQEYF/RPo0VExERqaLEuEiwCI92riuUGDJTizhnNVde8ZFtH9MS0hxr15OkIh6R0tf4szgb8vebG0uVns17AkZifNMhd8xCszhWoSH61UdEAktYiPM9zmbTCU9/VT0+JzI0kpjwGJOj8RMH1ht/xrSA2OT6jxURkcAX18r4s+gg2HTBlN1uJ7MoE4B2ce2wWCxHeYSIiEhw0NlhkWAR4XKCrVyJcTMlVc0YBzhcS2K8U2Inx3pH3g6vxCRBrJ3LHNO9y+o+zov6Jvd1rNdmr23y81VanSdFwkN1MkBEAovrBT+VSoz7rfwyIzGeEJFwlCMFgMIsKMoy1il9QCf7RUQkLsX4025V1TiQVZxFSWUJgKNyXERERJQYFwke4bHOdUWJeXEISTERjnVuyZFt7V0T46oYF49r5zLHdM9S8+Jw0SfZ2dJ9bY4bEuMuiaIwJcZFJMC4VoxblRj3WwXlBYAS48fswDrnOqVv3ceJiEjwqK4YByg8YF4cPmJX/i7HWolxERERJyXGRYJFjVbqR861Fu9JinFWjOfWUjGeGJlI86jmgCrGxQvaulSM7/GNivHuSd0JDzH+nazLXneUo4+uwqViXK3URSTQhLokxlUx7p8qbBUUVxodneIj4k2Oxk8ccLlwLqVP3ceJiEjwqK4YByXGqVloocS4iIiIk84OiwSLCFWM+4pmrhXjxUdWjIOzajy7JNsxc1LEI+JTIKmDsd67AqyV5sYDhIeGO+aM78zf2eR/A64VlOEhqhgXkcBSs2Jc8zT9UXW1OEBCpCrGj4kqxkVE5M/iUp3rwizz4vARrhXjaQlp5gUiIiLiY5QYFwkW4a4zxlUxbibXivHaZozDn9qp5+30dEgS7KrbqVeWQFbTK7TdoU8LZ/XX+pz1TXquCqtrK3X96iMigcX1fc31/U78R43EuFqpH5vqinFLCLTsaW4sIiLiG9RKvQa1UhcREamd35wdfuKJJxgxYgQxMTEkJSUd8f0ZM2ZgsVhq/crKMq4S3LlzZ63f//77773804iYoEYr9WLz4hASo52J8by6EuMJzsS42qk3nPaMBvLBOeN9k53VX2uzmzZnvNKlgjJcM8ZFpBb+vG9oxrj/yy9zdkZRK/VjYK2Ag5uMdYtuEB5lbjwSdPx5zxAJaDVaqativDoxHh0WTauYVkc5WkREJHiEmR3AsSovL+eiiy5i+PDhvPnmm0d8/5JLLuH000+vcd8111xDaWkprVrV3Px/+OEH+vRxVqI1b97cM0GL+BK1UvcZUeGhRIeHUlJh5XAdrdTTEtMcayXGG057RgPVSIwvg2HXmxdLFdfEeFPnjFe6VFCGqpW6iNTCn/cNzRj3f64jQ1QxfgxytoK16ndozRcXE/jzniES0GpUjGeaF4cPqLBVsKdgD2BUi1ss+hwsIiJSzW8S44888ghgXHlbm+joaKKjnRWxBw8e5Keffqr1Q0qLFi1ITU094n6RgOZaMa5W6qZrFhNOSZ71mFqpKzHecNozGii1H4RGGCeZfaRiPC0hjZiwGIori1mb09SKcbVSF5H6+fO+oRnj/k+J8QaqMV9ciXHxPn/eM0QCmirGHfYV7qPSXgmojbqIiMifBezZ4XfffZeYmBguvPDCI7537rnn0qpVK0aOHMmsWbOO+lxlZWXk5+fX+BLxO64zxtVK3XSJMREA5JWUY7cfWd3VJrYNESHGMTvylRj3tKDfM8IiofUAY52zFYoPmRsPEBoSSu8WvQHILMokuyS70c9VaXVppa6KcRFxA3ftG+7YM1Qx7v9qzBiPVGL8qA64XDCX0rfu40R8hC/tGSIBLTIOwqu6JQb5jHHNFxcREalbwCbG33rrLS6//PIaV+nGxcUxdepUZs2axezZszn11FO55JJLeP/99+t9rilTppCYmOj4at++vafDF3G/Gq3UlRg3W7MYY854hdVOUbn1iO+HhoTSMdH48LI7fzcVttory8U9tGdQs5363uXmxeHCXe3UK1QxLiJu5q59wx17RlioS2LcqsS4P3KtGNeM8WOginHxM760Z4gEvPiqqvEgT4zvzNvpWKclpJkWh4iIiC8y9ezwww8/jMViqfdr2bJlDX7eJUuWsH79eiZMmFDj/uTkZO666y6OO+44hg4dyqOPPsqtt97KU089Ve/z3XfffeTl5Tm+du/e3eCYRExXo5W6EuNmS6pKjAPk1jFnvFOC0U690l7pmA0VzLRneFi7oc61j7RT75PsPNndlHbqrhXjYaoYFwka/rBvuGPPCAtxfqRTxbh/yi9TK/UGqU6MRyZCYjtzY5GAESx7hkjAq26nXpoHFaXmxmIiVYyLiIjUzdQZ47fddhuXXnppvcekpaU1+HmnT5/OwIEDGTJkyFGPPeGEE5g+fXq9x0RGRhIZGdngOER8SrhrxXiJeXEIAElVrdQBcosraNfsyGP+PGfc9XYw0p7hYa4V4z6SGO/bwlkxvja78Ylxa42KcSXGRYKFP+wb7tgzNGPc/2nGeAMUH4L8vcY6pQ9YtK+LewTLniES8OJaOdeFB6BZcCaFlRgXERGpm6mJ8eTkZJKTk936nIWFhXzyySdMmTLlmI5PT0+ndevWbo1BxCdFuM4YLzIvDgEgKdq1Yrz2NumuifCd+Ts9HZLP057hYYntjavrCw/AnuVgs0GIuW3H28a1JSkyidyyXNZlr8Nut2NpxAnwCpfWwmEm/0wi4j3Bsm9oxrj/U2K8AbLWO9dqoy5uFCx7hkjAq64YByjMCtrEePU5pKTIJBIjE80NRkRExMeYmhhviIyMDA4dOkRGRgZWq5WVK1cC0LVrV+Li4hzHzZw5k8rKSq644oojnuOdd94hPDycQYMGERISwjfffMMLL7zAk08+6a0fQ8Q8aqXuU5q5VIwfrquV+p8qxuXYac9oBIvFqBrf+C2U5UHOFmjZw+SQLPRJ7sOivYs4XHaYfUX7aBvXtsHP49pKPVwV4yJSC3/eN1w7YVg1Y9wv1UiMRyoxXi/NFxcf4M97hkjA+3PFeBAqrijmQLHxs6taXERE5Eh+kxh/8MEHeeeddxy3Bw0aBMDPP//MSSed5Lj/zTff5Pzzz6dZs1r6EgOPP/44u3btIjQ0lO7du/PWW29x5ZVXejR2EZ+gVuo+JdF1xnhJ7RXjaQlpjrUS4w2jPaOR2g01EuNgtFM3OTEORjv1RXsXAUY79cYkxitcKihDNWNcRGrhz/tGqGaM+73qGeOhllBiwmKOcnSQO+AyWiWlb93HiXiQP+8ZIgEvLtW5DtLE+O6C3Y61EuMiIiJH8pvE+IwZM5gxY8ZRj1u8eHGd37v66qu5+uqr3RiViB9RK3Wf4loxnltUe8V4THgMqbGpZBZlsiNvR6PbSAcj7RmN9Oc544PMPzHXN9l50ntd9jrGp41v8HPUrBhXK3UROZI/7xthNVqpa8a4PyooLwCMNur6Xe8oXCvGW/UyLw4Jav68Z4gEvD+3Ug9CrqP4XAsuRERExKCzwyLBItwlMa5W6qZLOoaKcYBOCUY79fzyfA6VHvJ4XBLk2gwCS6ix3rPM3FiquCbG1+asrefIulltrjPGlXAQkcASphnjfq+6lXp8RLzJkfg4mxWyNhjrZp0gMq7+40VEJPjUaKWeaV4cJsrIz3CsVTEuIiJyJL+pGPc3VquVioq6k13iXeHh4YSGhpodhrlCQiE0EqxlaqXuA5q5JMbrmjEOxpzxJfuXAEY79RbRLTwemwSxiFhjXmfmashaD2UFEGnuSfrk6GRSYlI4UHyA9TnrsdlthFgadl1fhcvM3TBVjItIgNGMcf9ms9tqVIxLPQ7vhIqqC3w1X1xERGqjivEaFeNKjIuIiBxJiXE3s9vtZGZmkpuba3Yo8idJSUmkpqYGd3vC8OiqxLhaqZstMdrZSj2vuO6LaNIS0xzrHfk7GJo61JNhiRjt1DNXg90G+9Kh0xizI6Jvcl8OZBygqKKInXk76ZzUuUGPd20trIpxEQk0mjHu34oqirBj/HdLiFRivF6aLy4iIkcT2xKwAPagnTG+K3+XY90hoYOJkYiIiPgmJcbdrDop3qpVK2JiYoI7Cesj7HY7xcXFZGUZV4q2bt3a5IhMFBELpbmqGPcBSQ2oGK+2I2+HR2MSAYzE+LI3jfWepT6TGP8x40fAaKfe0MR4zYpx7csiElhcL/ixKjHud6rbqINaqR9VpmtiXBXjIiJSi9AwiE2GooNBWzFenRhPjU0lOiza5GhERER8jxLjbmS1Wh1J8RYt1O7Yl0RHG78IZmVl0apVq+Btq149Z1wzxk0XHhpCfGQYBWWVxzRjHJQYFy9pN8y59pE5431aOE9+r81ey7ldzm3Q460uFePhaqUuIgEmtMaMcVs9R4ovyi9zJsbVSv0oDqxzrpUYFxGRusSlVCXGD4DdDkFUtJRbmktuWS6gNuoiIiJ10dlhN6qeKR4TE2NyJFKb6v8uQT37PbzqSlG1UvcJiVVV47n1tFJvFdOKmDDj/10lxsUrWnSBqCRjvWepcSLBZH2SnSe/12Wvq+fI2lW6VoyrlbqIBBjX97VKzRj3O64V40qMH0V1K/XwWGjWqf5jRUQkeMW1Mv60lhtdE4PIrgJnG/W0hDTzAhEREfFhSox7gNqn+yb9d8FopQ5gqwRrEF8g4COaxRhzxnOLy7HV0frUYrE42qnvK9xHmbXMa/FJkLJYnFXjRQchd1f9x3tBQkSC42r3jYc2UtHA968Km2tiXL/6iEhgCXPphKFW6v6noLzAsdaM8XqU5jt/J0npDdrPRUSkLnEpznVBcM0Zd50vropxERGR2unTpByTX375BYvFQm5urtmhSFOEu3QzKFfVuNmq54zb7FBQVlnncdWJcTv2Gh9yRDzGh9upl9vK2ZK7pUGPrbQ6WwtrxriIBJoaFeNKjPsdzRg/RlkbnGu1URcRkfpUV4yD0U49iOzM2+lYKzEuIiJSOyXGRYJJdSt1gArNGTdbUlXFOEBePe3UqxPjoHbq4iXthjrXu/8wLw4XfZP7OtZrs9c26LGuiSIlxkUk0LjOGFfFuP/RjPFjdMBl70/pW/dxIiIirhXjhVnmxWEC12IKtVIXERGpnRLjIsGkupU6QEWJeXEIAEnR4Y714eLyOo9TYly8ru0Q53rPUvPicOGaGF+X07A5464V4+FqvSoiAaZmxbitniPFF2nG+DE64LL3q2JcRETqUyMxHlwV49WJ8TBLGG3i2pgcjYiIiG/S2WFxKCsr4/bbb6dVq1ZERUUxatQoli6tmRBZtGgRAwYMICoqiuOPP541a9Y4vrdr1y7OOeccmjVrRmxsLH369GH27Nne/jGkPmql7lOaxTgT47kl9VSMJygxLl4WnQTJPYx15mqfuJCmZ/OehFpCgaZVjIeqYlxEAoxrxXilVRXj/kaJ8WPkmhhv1du8OERExPcFaWLcZreRUZABQLv4doSFhJkckRzNK6+8QqdOnYiKimLIkCEsXLiwzmM///xzxo4dS8uWLUlISGD48OHMmTPHi9GKiAQOJcbF4R//+AefffYZ77zzDitWrKBr166MHz+eQ4cOOY659957eeaZZ1i6dCmtWrXi3HPPpaLCSOhNnDiRsrIyFixYwJo1a3jyySeJi4sz68eR2rgmxn0g0RXsEl1aqefWUzHeIaEDIRbj7VqJcfGa6jnjtkrYv9rcWIDosGi6JHUBYFvuNkoqj/09rEIV4yISwMJc3tc0Y9z/KDF+DOx2Z2I8sb1xAZ+IiEhdgjQxnlWc5ficrPnivm/mzJnceeedPPDAA6SnpzN69GjOOOMMMjIyaj1+wYIFjB07ltmzZ7N8+XJOPvlkzjnnHNLT070cuYiI/9OlY15wzou/crCgzOuv2zI+km/+PuqYji0qKuLVV19lxowZnHHGGQC88cYbzJs3jzfffJNhw4wEyUMPPcTYsWMBeOedd2jXrh1ffPEFF198MRkZGVxwwQX069cPgM6dO3vgp5ImiXBNjKti3Gw1KsbrmTEeERpBu7h2ZBRksDN/Jza7zZEoF/GYdkNh5fvGes9S6HC8ufFgtFPffHgzVruVTYc2MbDVwGN6nGsFpWaMi0igcX1f04xx/1MjMR6pxHitcjOgvMBYq426iIgcTVwr5zqIEuOu88WVGPd9U6dOZcKECVx//fUATJs2jTlz5vDqq68yZcqUI46fNm1ajduTJ0/mq6++4ptvvmHQoEHeCFlEJGAoMe4FBwvKyMwvNTuMem3bto2KigpGjhzpuC88PJzjjjuODRs2OBLjw4cPd3y/efPm9OjRgw0bNgBw++23c8sttzB37lxOO+00LrjgAvr37+/dH0TqFx7tXJcXmxeHAJAUc2wzxsGYM55RkEFJZQlZxVmkxqZ6OjwJdtUV4+Azc8b7tOjD51s+B4x26secGHdJFLnO4hURCQShmjHu1wqqE75AXLi6bdVK88VFRKQhohIhNBKsZVCYZXY0XqPEuP8oLy9n+fLl/Otf/6px/7hx41i8ePExPYfNZqOgoIDmzZvXeUxZWRllZc5ivfz8/DqPFREJJkqMe0HL+Eiff1273UgaWCyWI+7/831/Vv3966+/nvHjx/Pdd98xd+5cpkyZwrPPPsvf//73BkYuHhMe61yrlbrpkmq0Uq+7YhwgLSGN+cwHYHvediXGxfNa9TLeMyqKYM8ys6MBjIrxamtzjn3OeHWiKCzEctQ9TUTE37he8KOKcf+TX2acoIwLjyM0JNTkaHyUEuMiItIQFgvEpxgdR4KoYnxn/k7HOi0hzbQ45Oiys7OxWq2kpKTUuD8lJYXMzMxjeo5nn32WoqIiLr744jqPmTJlCo888kiTYhURCURKjHvBsbYzN1PXrl2JiIjg119/5fLLLwegoqKCZcuWceeddzqO++233+jQoQMAhw8fZvPmzfTs2dPx/fbt23Pzzf/f3p3HRVX9/wN/DTPDMCDggggIKlquuIIpauIK5pL9rNQ0k4/LR3Mpo09+NP2m2ce0IjMtbVO0XCv1k6WpfFJRM80F3HdxBURRAZF1OL8/RoYZGVZn5s7yej4ePrx35t7L+5yZuWfuvO85ZzzGjx+P6dOn49tvv2Vi3JpwKHWrUl2tP5R6+T3GiySmJ6KTXyezxUUEAHCSA3XbAVf2Ahk3gIwkwMNP0pCerv40lE5K5Bfm49SdU+Xv8EjRUOpy9hYnIjtk2GOciXFbUzSUOucXL8MtvZvh6gSVvh0REVGRao8S4w/TAE0+IFeWv4+NY49x21OVDmoAsHbtWsyePRu//PILvL29S91u+vTpiIqK0q1nZGQgICCg6gETEdkJTlJLAAA3Nze8/vrreOedd7Bt2zacPn0aY8eOxcOHDzF69GjddnPmzMEff/yBkydPIjIyEl5eXnjhhRcAAFOmTMH27duRmJiIo0ePYufOnWjWrJlEJSKjlHqJcQ6lLrka+j3Gs8vuMa6fGL+SfsVcIREZMhhOXfpe40q5Ek1ram/GupJxxWBe1rLkawof7c+vPURkf2QymS45XnQjENkGIURxYpzzi5euqMe4XAXUbCRtLEREZBuq6fXEdZDh1K9lXAMAqBVqeLuWniwl6Xl5eUEul5foHZ6amlqiF/nj1q9fj9GjR+PHH39Er169ytxWpVLBw8PD4B8RETExTnrmz5+PF198ESNGjEC7du1w8eJFbN++HTVq1DDY5s0330RwcDCSk5OxefNmODtrk3sajQYTJ05Es2bN0KdPHzRp0gRLliyRqjhkjH5iPJ+Jcal5qJUouhH0XjlDqRv0GM9INGdYRMWsdJ7xIqfTTldon6KhhRVy9hgnIvtUNJw6e4zblhxNDgoKCwAA7s7uEkdjpfIeAncvaZe9mwJyDnpHREQVUE0vMewAw6nnF+bjRuYNANre4pxCzLo5OzsjODgYsbGxBo/HxsaiU6fSR4hcu3YtIiMjsWbNGvTr18/cYRIR2S1eVZKOi4sLFi1ahEWLFpV4rlu3brp5yPv37290/8WLF5s1PjIBZybGrYncSQYPFyXSs/ORXs5Q6jVcaqC6qjru595HYjoT42Qh/iHFy1bQYxx4NM/4Oe3yyTsn0dG3Y7n75D/qQalw4v2ARGSfFE4y5ALQFBZKHQpVQtH84gCHUi/V7bOAePS+5jDqRERUUQ7WYzzpQRIKhPZmOw6jbhuioqIwYsQIhISEIDQ0FN988w2uXbuG8ePHA9AOg37z5k18//33ALRJ8ddeew2ff/45OnbsqOttrlar4enpKVk5iIhsEX8hJnIkBj3Gs6WLg3Squ2rnuSqvxzhQ3Gs89WEqsjhHPFlCNW+g+qOL6qR47dxsEgvyKv5RvKLzjBc8ShQpOMc4EdkpOXuM2yT9KUGYGC+FwfziLUrfjoiISJ+D9Rjn/OK2Z8iQIVi4cCHmzJmDNm3aYM+ePdi6dSvq19e+fsnJybh27Zpu+6+//hoFBQWYOHEifH19df/efPNNqYpARGSz2GOcyJEYzDHOxKo1qO7qjKtpD5GRkw9NodD9sG1MoGcg4lPjAWjnGW/hxR8HyQL82wP3rwIF2do5Pv3aSBpOA48GcFW44mHBQ5xMO1n+Diiec5dDqRORvVLItfc7a5gYtymZeZm6ZSbGS3FL7yY4JsaJiKiiqvkULztAj/Er6Vd0yw08GkgWB1XOhAkTMGHCBKPPrVixwmB99+7d5g+IiMhBsMc4kSPhUOpWp7pa22NcCCAju5x5xj2K5xm/nH7ZrHER6dRoULx884hkYRSRO8nRvFZzAEBKVgru5twtd5+iHpRKOb/2EJF90vUY1zAxbkvu5d7TLXOO8VKkni5e9m4uXRxERGRbDIZST5EuDgu5llncs7iWupaEkRAREVk//kJM5Eic9AaJKNRIFwfpeDxKjAPAg9yCMret5lxNt5ynKXtOciKTuLof2L+4eF1dXbJQ9BUUFn9WZCi/F3jRQAzsSUlE9kqhG0qdc4zbkv039+uW63nUkzASK+aiN2dm8jHp4iAiItuSXXzzGRQu0sVhIXWr1dUtf5nwpcE1MxERERliYpzIkeh/MXbiTArWQK0sPg0/zCv7ZgWDeShVHG6TzCz1LLB2KKDJ1a63fgVoMUjamADkFOTohlBv4NEANVxqlLuPi1Ku3TefNwQRkX0q6jHOG4BsR74mH9uvbgcAuMhdEOYfJnFEVqr1K8XLh76TLg4iIrItKXo3U/m0ki4OCxnSZAgC3AMAAMdvH8c3x7+ROCIiIiLrxcQ4kSPR7yXOxLhVcHUufh0e5pV9R29Grl5inPNQkjml3wRWvQjkpGvXG/UEnl8MyKSfo/vEnRO6u9/beret0D5MjBORvSvuMc7EuK3Yn7Qf6bnadrZ7QHe4Kl3L2cNBPR0BePhrl89vB+5dlTYeIiKyDcnHi5d97T8x7qp0xfxn50Mu0177fn38aySkJkgbFBERkZWyicT4lStXMHr0aAQGBkKtVqNRo0aYNWsW8vIMhxK+du0aBgwYADc3N3h5eeGNN94osc2JEycQFhYGtVqNunXrYs6cORCCPyCRgzDoMS6XLg7SUTsXvw7ZlekxzsR4qdhmPKHs+8Dql4CMG9p13zbA4O8BubKsvSzm6K2juuV2ddpVaJ/ixDiHGCaikuyh3dD1GOcc4zZjS+IW3XLfhn0ljMTKyRVASOSjFQEcWSFhMET20WYQOYSi6TcUaqDW09LGYiGtarfC+NbjAQCFohDT9k7Dg7wHEkdFRERkfWyiy+jZs2dRWFiIr7/+Gk899RROnjyJsWPHIisrC9HR0QAAjUaDfv36oXbt2ti3bx/S0tIwcuRICCGweLF2ftSMjAz07t0b3bt3x6FDh3D+/HlERkbCzc0Nb7/9tpRFJLIMDqVudVyVxYnxygyl7u7sbraYbB3bjCdQkAusGw6kntau12gADP8JUFUrczdLik+N1y0HewdXaB+XR1MW5GkKoSkUugQSERFgH+2GUq49z7HHuG14mP8Qu6/vBgB4qjzR2a+zpPFYvbavAbvna69ljn4PdJsGKFRSR0UOyh7aDCK7l5MO3EvULtdpob3JykGMaTkGf978Ewm3E3DzwU3M+3se5naZK3VYREREVsUmvhn06dMHffr00a03bNgQ586dw9KlS3UXHjt27MDp06dx/fp1+Pn5AQA+/fRTREZGYu7cufDw8MDq1auRk5ODFStWQKVSISgoCOfPn8eCBQsQFRUFmRUMEUtkVkyMWx39HuMPyxnm2WAodc4xXiq2GVVUWAhsGgdc3addd60FvLoRqOYtbVx6NIUaJNxOAADUVteGv7t/hfZzURR/znILNAZTGBAR2UO7wTnGbcvO6zuRXZANAAivHw6llYzKYrXc6wDNngdObQQe3gHO/Aq0fEnqqMhB2UObQWT3Uk4WLzvAMOr6FE4KzHt2Hl769SVk5Wdh86XN6OrfFRENIqQOjYiIyGrYxFDqxqSnp6NmzZq69b/++gtBQUG6iw4AiIiIQG5uLo4cOaLbJiwsDCqVymCbpKQkXLlyxWKxE0mGc4xbHf0EXXZ5c4w/6jEugwzVlNbTg9cWsM0ohxDA9neBU5u060pXYNhPQK1G0sb1mHP3ziErPwuAdn7xiv5gWJkpC4iIANtrN4rnGOeUEbZgy+XiYdT7NewnYSQ2pP2Y4uVD30kXB5ERttZmENm9omHUAcC3tXRxSMTf3R8zOszQrc/5aw5SslIkjIiIiMi62GRi/NKlS1i8eDHGjx+veywlJQV16tQx2K5GjRpwdnZGSkpKqdsUrRdtY0xubi4yMjIM/tmbefPmoX379nB3d4e3tzdeeOEFnDt3zmAbIQRmz54NPz8/qNVqdOvWDadOndI9f/fuXUyePBlNmjSBq6sr6tWrhzfeeAPp6ekGx5k7dy46deoEV1dXVK9e3Wg8b775JoKDg6FSqdCmTZsSz+fk5CAyMhItW7aEQqHACy+88KRV4BgMEuOcY9wauDpXfih1d2d3OMls8vQtCbYZFbB/MXBwqXZZJgdeXgn4V2yYckuqyvziQPFQ6gCQU8CkERGVzZLthqnajKIe44UCKGSvcat2N+cu/kr6CwDg4+aDtt5tJY7IRtTvBNRupl2+9hdw61TZ2xNZiC22GUR2L+V48bKPY/UYL9K/YX/0aaAd3SIjLwMz9s1AoeC1MBERESBxYnz27NmQyWRl/jt8+LDBPklJSejTpw9efvlljBkzxuA5Yz3HhBAGjz++jRCi1H2LzJs3D56enrp/AQEBlS6rtYuLi8PEiRNx4MABxMbGoqCgAOHh4cjKytJt8/HHH2PBggX44osvcOjQIfj4+KB3797IzMwEoH1tkpKSEB0djRMnTmDFihXYtm0bRo8ebfC38vLy8PLLL+P1118vNR4hBEaNGoUhQ4YYfV6j0UCtVuONN95Ar169TFADDsJgKHUmxq2BuhKJ8cw87WfNw9kxh1Fnm2Emx38EYv+veP35RUDjcOniKcPR1OLEeHCdiifu9YdSzylnygIish+20G6Yqs1QOBVf1mkEE+PWbPuV7dAIbVvUN7Avb3asKJkMaK93XXlomXSxkF1ypDaDyO4V9RiXyQHv5tLGIhGZTIaZHWfCx80HAPB3yt9YeWqlxFERERFZB0nHUp40aRKGDh1a5jYNGjTQLSclJaF79+4IDQ3FN998Y7Cdj48PDh48aPDYvXv3kJ+fr7vr1sfHp8Sdt6mpqQBQ4k5dfdOnT0dUVJRuPSMjw+4uQLZt22awHhMTA29vbxw5cgRdu3aFEAILFy7EjBkzMGjQIADAypUrUadOHaxZswbjxo1DUFAQNmzYoDtGo0aNMHfuXLz66qsoKCiAQqF9u73//vsAgBUrVpQaz6JFiwAAt2/fxvHjx0s87+bmhqVLtb0b//zzT9y/f7/KZXconGPc6rhWcIhnIURxYtxB5xdnm2EGl3YB/51QvN59JtD2VeniKYMQQtdjvJqyGp6u/nSF93XhUOpEDskW2g1TtRlFPcYB7TzjSt7/aLW2Xt6qW+4b2FfCSGxQqyFA7CwgPws4vh7oNRtwcczvxWR6jtRmENm1/Gzg9qMRML2bAUoXaeORkKfKEx92+RCjt4+GgMCi+EXo6NsRzWo1kzo0IiIiSUmaGfPy8oKXl1eFtr158ya6d++O4OBgxMTEwMnJ8M760NBQzJ07F8nJyfD19QUA7NixAyqVCsHBwbpt3n33XeTl5cHZ2Vm3jZ+fn8EFzuNUKpXBvE+OoGj486J5shITE5GSkoLw8OJehCqVCmFhYdi/fz/GjRtX6nE8PDx0SXGSGBPjVscgMV5GT9as/Cxd7yJH7THONsPEko8B618FCvO16yGjgK7/kjamMlzLvIa0nDQAQGvv1pBXYtQL/R7juQVMjBM5CltoN0zVZijkxYnxAg6lbrVuZN5Awu0EAMBT1Z9Ck5pNpA3I1rh4AK0GA0digLwH2uT4M2OljorshCO1GUR2LfU08Oi3E0cdRl1fe5/2iAyKRMzJGBQUFmDa3mlY138d1Aq11KERERFJxiYyY0lJSejWrRvq1auH6Oho3L59W/ecj492SJjw8HA0b94cI0aMwCeffIK7d+/iX//6F8aOHQsPD20SadiwYXj//fcRGRmJd999FxcuXMCHH36I9957r8xhcZ/Y12HAg1TzHb801byBcXGV3k0IgaioKHTp0gVBQUEAiue4MjYH1tWrV40eJy0tDR988EGpSXOSgMEc4zbx8bd7amXx61DWUOpF84sDjpsYryibbzMs4d4VYPXL2h+VAaBJP6BvtHaYUiulP794sHfl5j83mGM8n/OqEZEhe2g3DHqMa5gYt1a/J/6uW+7XsJ+Ekdiw9qO1iXEAOLwcaD/Gqr+/kP2xhzaDyK4VDaMOAL5MjAPA5DaTcSDpAM7cPYPL6Zex4PACzOg4Q+qwiIiIJGMTmbEdO3bg4sWLuHjxIvz9/Q2eK5qDSS6XY8uWLZgwYQI6d+4MtVqNYcOGITo6Wretp6cnYmNjMXHiRISEhKBGjRqIiooyGIrKLB6kAplJ5v0bJjRp0iQcP34c+/btK/GcsTmwjF20ZWRkoF+/fmjevDlmzZpltlipkjjHuNVRGwzxXFDqdgaJcQcdSr2ibL7NMLesNGDVi8CDW9r1gA7AS8us/pxw5NYR3XK7Ou0qta9ayaHUiah09tBuKJz0e4zzBiBrJITAlstbdOvPBT4nYTQ2zKclENARuH5A2yvw2l9A/U5SR0UOxB7aDCK7lqw3HaNva+nisCJKuRLzu87HkF+HIEeTg3Xn1uFZ/2fR1b+r1KERERFJwiYS45GRkYiMjCx3u3r16uG3334rc5uWLVtiz549Joqsgqp5W/bvPcHfnTx5MjZv3ow9e/YYXOQV3fmckpKiGwoM0M6B9Xgv8szMTPTp0wfVqlXDpk2boFQqq1gAMjkOpW519IdSL7PHeC57jFeUzbcZ5pT3EFg7BEi7qF33agy8sg5QWv8wavGp8QAApZMSQV5BldrXRS8xnsOh1InoMfbQbjw+xzhZn/P3zuNS+iUAQFvvtqhbra7EEdmw9qO1iXEAOPQdE+NkUfbQZhDZtRS9xHidyl032rOGng3xr5B/4T8H/wMA+L8//w8bn9+IWupaEkdGRERkecyMWUIVhjO3NCEEJk+ejE2bNmH37t0IDAw0eD4wMBA+Pj6IjY1F27ZtAQB5eXmIi4vDRx99pNsuIyMDERERUKlU2Lx5M1xcXCxaDiqHfmJcZt29Qx2FuoJzjOv3GHd3djdrTGSnNAXAz6OAG4e069V8gFc3AK41pY2rAu5k38G1zGsAgCCvIKjklZtbkUOpE5G9U+jNb8s5xq3TlsTi3uJ9A/tKGIkdaD4Q2DYNeJgGnN6sHaFNqpvRiYjIemgKgFuntMs1GwIu7FSgb3CTwdh7cy/ibsThbs5dvLf/PXzR4wtO30BERA7HqfxNyBFMnDgRq1atwpo1a+Du7o6UlBSkpKQgOzsbgHYI9SlTpuDDDz/Epk2bcPLkSURGRsLV1RXDhg0DoO0pHh4ejqysLCxbtgwZGRm642g0xQm/a9euISEhAdeuXYNGo0FCQgISEhLw4MED3TYXL15EQkKCLoaibfLy8nTbnD59GgkJCbh79y7S09N121AZhF5CiD3GrYKrsoI9xjnHOD0JIYAtUcD5R3ObqjyAV38GqteTNq4KMhhG3btyw6gDhj3Gy7oBhYjIVrHHuHUrFIW6+cUVMgUiGkRIHJGNU6iAdq9plwvzgaPfSxsPERFZhzvngYIc7TKHUS9BJpPh/U7vo6aL9ub4PTf24MdzP0ocFRERkeUxM0YAgKVLlwIAunXrZvB4TEyMbpiwqVOnIjs7GxMmTMC9e/fQoUMH7NixA+7u2t6rR44cwcGDBwEATz31lMFxEhMT0aBBAwDAe++9h5UrV+qeK+qBvmvXLt3fHzNmDOLi4kpso3+cvn374urVqyW2KZrXi4zgHONWRyF3grPcCXmawooPpc45xqmy4j4Cjj467zopgSGrtHN02oijt47qlis7vzhgmBjPZWKciOyQ4Rzj/C5sbY7eOoqUrBQAQKhfKGq41JA4IjsQ/A9g30IAAjiyAujyFq9viIgcnf4w6j6tpIvDitVS18IHnT/AxD8mAgCiD0ejvU97NKzeUOLIiIiILIc9xgmANpls7J/+3FkymQyzZ89GcnIycnJyEBcXh6Cg4vl6unXrVupxipLZALBixQqj2+gn5Xfv3l3uca5cuWJ0GyoD5xi3SkXDqWfnFZS6DXuMU5UdWQnsnle8/v++AhqGSRdPFRTNLy6DDG2821R6f4M5xpkYJyI7ZNhjnFNGWBv9YdT7NewnYSR2pEZ94Olw7XL6deDCDmnjISIi6SUfK15mj/FSdfXviqFNhgIAcjQ5mLZ3GvI1+RJHRUREZDlMjBM5EibGrZLro8R4RYdS93T2NHtMZCfObQN+e6t4PXwu0PIl6eKpggd5D3Du3jkAQOMajat0Y4iaQ6kTkZ1TyNlj3Frla/Kx44o2aatWqNE9oLvEEdmR9mOKlw99J10cRERkHZL1eowzMV6mt0PeRkNPbS/xM3fPYHHCYokjIiIishwmxokcCRPjVqm4xzjnGCcTun4I+CkSEI/eV6GTgE6TJA2pKhJuJ6BQaHs/tvVuW6VjuCiLv+7k5LMnJRHZH/0e4wUaJsatyb6b+3Tf47oHdIer0lXiiOzIUz2B6vW0yxf/B9y9LG08REQkncLC4qHU3f0ANy9p47FyLgoXfNT1Iyge/Ta44uQKHEo5JHFURERElsHEOJEjKdRLvDIxbjV0PcbzNaVOB2CQGOcc41SeOxeANYOBgmztetCLQO8PpI2pivTnFw+uE1ylY3AodSKydwqn4ss6DXuMW5WtiVt1yxxG3cSc5EDIqOL1wzHSxUJERNK6fwXIffS7CXuLV0jTmk3xZts3AQACAtP3Tkd6brrEUREREZkfE+NEjsSgxzg//tbCVam9SUFTKJCnMd6bNTM3U7dcTVnNInGRjcq8BawaBGTf1a43eBZ4YanNfuaPphYnxtvVaVelY7hwKHUisnMGPcaZGLcaWflZ2H19NwCguqo6Qv1CJY3HLrUdAcidtcvxPwD52dLGQ0RE0jAYRr2VdHHYmNdavIYOPh0AALce3sIHBz4otcMGERGRvbDNX8mJqGrYY9wqFQ2lDpQ+nHpRj3F3pTvkTnKj2xAhJwNY/RJw/5p2vU4QMHQ1oFBJG1cV5WnycOL2CQCAfzV/eLt6V+k4+kOp53IodSKyQwq9xDh7jFuPndd2IkeTAwCIaBABpZNS4ojskJsX0PwF7XL2PeDUf6WMhoiIpJJ8rHjZh4nxinKSOeE/Xf6jm7Jv+5Xt+PXyrxJHRUREZF5MjBM5Es4xbpXUFejNWpQY5zDqVKqCPODHEcXzqnkGAMN/Blw8pY3rCZxKO4W8wjwAVe8tDhh+xjiUOhHZI8Me47wByFpsSdyiW+4b2FfCSOxc+zHFy4eXSRcHERFJJ0W/xziHUq8MHzcfvBf6nm79w4Mf4kbmDQkjIiIiMi8mxokcCXuMWyVXvR7jD430GBdCIOPRXFlFd/ESGSgsBH6ZCFzerV13qQ68ugHw8JUyqid25NYR3XI776onxjmUOhHZO/YYtz5p2Wk4kHQAAODn5oc23m2kDcieBTwD1GmpXb5xCEhKkDQcIiKyMCGKe4yrawCe/tLGY4MiGkRgYKOBALRTwUzfOx0F+p1riIiI7AgT40SOxKDHOIfjthblDaWeXZCNAqF97dyd3S0WF9mQP2YDJ37ULitcgGE/ArWbSBqSKRy99eTziwOGiXH2GCcieyR3Kr6s4xzj1mH7le3QCG2b81zgc3CS8dLbbGQyoP2o4nX2GiciciyZKUDWbe2yTyttu0CVNr3DdPhX095UkHA7Ad+d+E7iiIiIiMyDV+dEjoRDqVul8nqMFw2jDrDHOBlx4Cvgz8+1yzIn4KXlQL0O0sZkAoWiEAmpCQCAmi410cCjQZWPJXeSwVmu/cqTwznGicgOKeR6PcY1TIxbA/1h1Ps17CdhJA6i5WCg6AbSEz8D2fclDYeIiCyIw6ibhJvSDfOenQe5TPsb1VfHvsKx28fK2YuIiMj2MDFO5EiYGLdKaufi1+JhXsmhqgwS45xjnPSd3Ahsm1a83u9ToKl9/Ph+4d4FZOZnAgDaereF7Anv+lcpixLj7DFORPbHcI5xJsaldj3zOo7f1v5I/3SNp/F0jacljsgBqKoBbV7RLuc/BI6tkzYeIiKynGS95C0T40+kjXcb/LPVPwEAGqHB9L3TkZWfJXFUREREpsXEOAEA5s2bh/bt28Pd3R3e3t544YUXcO7cOYNthBCYPXs2/Pz8oFar0a1bN5w6dUr3/N27dzF58mQ0adIErq6uqFevHt544w2kp6cb/Zu5ublo06YNZDIZEhISDJ578803ERwcDJVKhTZt2hjd/8SJEwgLC4NarUbdunUxZ84cCMEfAsuknxiXcSh1a+FazlDqRfOLA+wxTnqu7AM2jQPw6LzX9R0gZFSZu9iSo6l6w6g/wfziRYqGU2dinIjsEecYty5bL2/VLfcLtI8b1mxCyGPDqfPakIjIMegnxn1aSReHnfhnq3+iVW1tPV7PvI6P/v5I4oiIiIhMi4lxAgDExcVh4sSJOHDgAGJjY1FQUIDw8HBkZRXfFfjxxx9jwYIF+OKLL3Do0CH4+Pigd+/eyMzU9uhLSkpCUlISoqOjceLECaxYsQLbtm3D6NGjjf7NqVOnws/Pz+hzQgiMGjUKQ4YMMfp8RkYGevfuDT8/Pxw6dAiLFy9GdHQ0FixY8IQ1YeeE3hDC7DFuNTiUOlXarVPA2mGAJk+73vZVoPsMaWMyMf35xYPrBD/x8dRFifECDqVORPbHsMc4z3NSEkIYDKP+XOBzEkbjYLybAfW7aJfvnAeu7JU2HiIisoyiodSVbkCtRtLGYgcUTgrM7zIfrgpXAMCmi5sQezVW4qiIiIhMh5kxAgBs27bNYD0mJgbe3t44cuQIunbtCiEEFi5ciBkzZmDQoEEAgJUrV6JOnTpYs2YNxo0bh6CgIGzYsEF3jEaNGmHu3Ll49dVXUVBQAIWi+O32+++/Y8eOHdiwYQN+//33EvEsWrQIAHD79m0cP368xPOrV69GTk4OVqxYAZVKhaCgIJw/fx4LFixAVFTUEw+5a7cMhlJnj3FrUZSwA4CHRnqzMjFOBtJvAKteAnIfjcbxdDjQfyFgR+c9IYQuMa5WqNGkZpMnPqbLo6HUjY3KQERk6/R7jBdwjnFJnb17FonpiQC0I574VTN+IzCZSftRwNV92uVD3wGBXaWNh4iIzOvhXeD+Ne2yTxB/6zKRAI8ATO8wHf/35/8BAGbvn41WXq1Qx62OxJERERE9OfYYJ6OKhj+vWbMmACAxMREpKSkIDw/XbaNSqRAWFob9+/eXeRwPDw+DpPitW7cwduxY/PDDD3B1da1SfH/99RfCwsKgUql0j0VERCApKQlXrlyp0jEdAucYt0quenOMZxubYzyXc4zTI9n3gFUvAplJ2nW/dsDLKwC5UtKwTO3mg5tIzU4FALSu3RoKE5yvdEOpF2g47QYR2R25U/FlHYdSl9bWRL1h1BtyGHWLazoAcPPWLp/dAmQkSxsPERGZV8qJ4mXOL25SAxsNRO/6vQFoO2zM+HMGCgVHJiIiItvHzJgFDPltCO5k37H43/VSe2F9//WV3k8IgaioKHTp0gVBQUEAgJSUFABAnTqGdwbWqVMHV69eNXqctLQ0fPDBBxg3bpzBsSMjIzF+/HiEhIRUOYmdkpKCBg0alIil6LnAwMAqHdfuMTFulTiUOlVIfo52+PTbZ7XrNRsCw38CnN2kjcsMDOYXr/Pk84sDxYlxIYA8TSFUCvYkICL7YdBjnIlxyRSKQl1iXCFT6H5MJgtSOAPBI4E9n2ivfY5+D3T7t9RRERGRuaTojTLJ+cVNSiaTYVboLBy7fQypD1NxMPkgfjj9A0a2GCl1aERERE+EmTELuJN9B6kPU6UOo8ImTZqE48ePY9++fSWee3yIciGE0WHLMzIy0K9fPzRv3hyzZs3SPb548WJkZGRg+vTpTxynsViMPU56CvWSrkyMWw21XmLc2DDPTIwTCjXAxjHAtUcjdLjVBl7dALh5SRuXmRjML+795POLA8WJcQDIyWNinIjsi/4c4xrOMS6ZI7eO6K77OtftjBouNSSOyEEFRwJ7PwVEIXBkBfDs24Cc1z5ERHYp+Vjxsi8T46bmqfLEh10+xNgdYyEg8PnRz9HRt6NJpjsjIiKSCq8OLcBLLU3ioip/d/Lkydi8eTP27NkDf39/3eM+Pj4AtL2xfX19dY+npqaW6EWemZmJPn36oFq1ati0aROUyuIhfnfu3IkDBw4YDIEOACEhIRg+fDhWrlxZoTh9fHx0vdj1YwFK9monPZxj3CoZzDFeXmKcQ6k7HiGA3/8NnPlVu650A4b9qO0xbqeO3DoCQNvbrmXtliY5pouieJjhnAINPGFfw88TkWNTyNlj3BpsubxFt9w3sK+EkTg4T3+g8XPAuS3a6WfO/w40GyB1VEREZA7Jj3qMOymB2s2kjcVOdfDtgJEtRmLFqRXIL8zHtL3TsLbfWrgoXKQOjYiIqEqYGLeAqgxnbmlCCEyePBmbNm3C7t27SwxFHhgYCB8fH8TGxqJt27YAgLy8PMTFxeGjjz7SbZeRkYGIiAioVCps3rwZLi6GX5IWLVqE//znP7r1pKQkREREYP369ejQoUOF4w0NDcW7776LvLw8ODs7AwB27NgBPz+/EkOskx4mxq1SuUOp680x7u7sbpGYyIrs+ww49K122UkBDPkeqGua4cWt0d2cu7iScQUA0LxWc6gVapMcV39khpz8kp8zIiJbZthjnIlxKeRp8rDj6g4AgFqhRreAbtIG5Ojaj9YmxgHg0HdMjBMR2aO8LCDtgnbZu5l2Og0yi8ltJ+NA8gGcvXsWF+9fxGdHPsP0Dk8+GigREZEUnMrfhBzBxIkTsWrVKqxZswbu7u5ISUlBSkoKsrOzAWiHJ58yZQo+/PBDbNq0CSdPnkRkZCRcXV0xbNgwANqe4uHh4cjKysKyZcuQkZGhO45Go01C1KtXD0FBQbp/jRs3BgA0atTIoIf6xYsXkZCQoIshISEBCQkJyMvLAwAMGzYMKpUKkZGROHnyJDZt2oQPP/wQUVFRHEq9LJxj3CqVl7DLzMvULTMx7mAS1gJ/vF+8/vwXwFO9pIvHAuJvxeuWTTW/OAC46A2dns3EOBHZGYVT8WUde4xLY9/NfbrvbD3q9YCr0lXiiBxcw+5AjUc3e1/eDdy5KGk4RERkBrdOaafNADiMupk5y50x/9n5UMm1I4CuObsG+26WnIKTiIjIFjAzRgCApUuXAgC6detm8HhMTAwiIyMBAFOnTkV2djYmTJiAe/fuoUOHDtixYwfc3bWJuiNHjuDgwYMAgKeeesrgOImJiZXqyT1mzBjExcXp1ot6qRcdx9PTE7GxsZg4cSJCQkJQo0YNREVFISoqqjLFdjycY9wquToXvxYP8wpKPF80lLqrwhVKJw7/7DAu/A/YPKl4ved7QJtXpIvHQo6kHtEtt/M2YWJcqTeUej7n3yUi+6Jgj3HJcRh1K+PkpO01vmOmdv3wcqDPh9LGREREpmUwv3gbycJwFI2qN0JUcBTm/T0PADBz30xsHLgRNV1qShwZERFR5TAzRgC0Q6mXRyaTYfbs2Zg9e7bR57t161ah4+hr0KCB0X12795d7r4tW7bEnj17KvX3HB4T41ap3KHUHyXGOb+4A0mKB358rXiUh/ZjgS6OcePP0VtHdcttvdua7LguHEqdiOyYXH+OcQ0T45b2IO8B4m5ob+qtoaqBUL9QiSMiAECb4cDO/wAFOUDCKqDHTMCZPfmJiOyGfmLchz3GLeGVpq9g38192HtzL9Jy0jBr/yws6r6Io3cSEZFN4VDqRI6Ec4xbJZXCCUXXEMaGeC6aY9zDmYlxh3DvKrD6ZSA/S7ve7HnguY8AB7jQfJj/EGfvngUANPJshOou1U12bA6lTkT2zLDHOEfFsLQ/rv2BXE0uACC8QThH+LEWrjWBFoO0yznpwMkN0sZDRESmlXL80YIMqNNC0lAchUwmw5zOc3S9xHdf342fzv8kbVBERESVZBOJ8StXrmD06NEIDAyEWq1Go0aNMGvWLN180wBw7NgxvPLKKwgICIBarUazZs3w+eeflziOTCYr8W/btm2WLhKRNDjHuFWSyWRwVWqTdo/3GM8pyEFeofZcx8R4xdh8m+HmBdQN1i7X6wQM+tZhbmS5eL94/k9Tzi8OAC7K4jrMZWKciPTYfLsBQK6XGOcc45aXmJ4IGbSvQf+G/SWOhgy0H6P9X+YE3L0sbSxkF+yhzSCyC5oCIO2SdtnraUBVTdp4HIiX2gtzOs0BALgp3eCmdJM4IiIiosqxiczY2bNnUVhYiK+//hpPPfUUTp48ibFjxyIrKwvR0dEAtPNb165dG6tWrUJAQAD279+Pf/7zn5DL5Zg0aZLB8f73v/+hRYviOwlr1uRcKOQgBnwO5GZqE+RKDiNoTdaM7Qil3AnuLoanZWe5M34f9Dsy8jIglzlGcvRJ2Xyb4ewGDFkN7I0GOowDlC7m/XtWpFXtVtj/yn4cv3McNVQ1THrsQe3qostTXnBROsG3utqkxyYi22bz7QaAVv7V8dvkLpA7yeBVTWX2v0eGpgRPwbBmw7Dr2i60rt1a6nBIX912QN9ooElfwLOu1NGQHbCHNoPILsgVwNTLQOoZ4NEoe2Q5YQFhmNp+KroFdEOAe4DU4RAREVWKTFR2Umgr8cknn2Dp0qW4fLn0u74nTpyIM2fOYOfOnQC0d+QGBgYiPj4ebdq0qfLfzsjIgKenJ9LT0+HhUdyDMycnB4mJiQgMDISLi+MkMmwFXx9yZKWdtxyFNbYZRETWiuct6doN1j0R2Rqet9hmEBFVBs9d0mHdE5GtMdd5yyaGUjcmPT293DtpS9vm+eefh7e3Nzp37oyff/653L+Vm5uLjIwMg39ERGQ72GYQEVFlWKrdYJtBRGT72GYQEREREdkOm0yMX7p0CYsXL8b48eNL3eavv/7Cjz/+iHHjxukeq1atGhYsWICff/4ZW7duRc+ePTFkyBCsWrWqzL83b948eHp66v4FBJQ9RIyNdsK3e3xdiByTtbcZRERkXSzZbrDNICKybWwziIiIiIhsi6RDqc+ePRvvv/9+mdscOnQIISEhuvWkpCSEhYUhLCwM3333ndF9Tp06he7du+ONN97AzJkzyzz+5MmTERcXh+PHj5e6TW5uLnJzc3XrGRkZCAgIKNF9X6PR4Pz58/D29katWrXK/LtkeWlpaUhNTUXjxo0hl3OuZnIs9jBckr21GURE1soe2gzANtoNthlEZOvYZrDNICKqDHtpN2wR656IbI25zlsKkx2pCiZNmoShQ4eWuU2DBg10y0lJSejevTtCQ0PxzTffGN3+9OnT6NGjB8aOHVvuRQcAdOzYsdQLmCIqlQoqlarcY8nlclSvXh2pqakAAFdXV8hksnL3I/MSQuDhw4dITU1F9erVmRQnslH21mYQEZF52UK7wTaDiMg6sM0gIiIiInIMkibGvby84OXlVaFtb968ie7duyM4OBgxMTFwcio5CvypU6fQo0cPjBw5EnPnzq3QcePj4+Hr61upuMvi4+MDALrkOFmP6tWr614fIrI99thmEBGR+bDdICKiimKbQURERETkGCRNjFdUUlISunXrhnr16iE6Ohq3b9/WPVeU6Cwanio8PBxRUVFISUkBoO3FXbt2bQDAypUroVQq0bZtWzg5OeHXX3/FokWL8NFHH5ksVplMBl9fX3h7eyM/P99kx6Uno1Qq2VOcyEHYUptBRETSY7tBREQVxTaDiIiIiMi22URifMeOHbh48SIuXrwIf39/g+eKpkj/6aefcPv2baxevRqrV6/WPV+/fn1cuXJFt/6f//wHV69ehVwuR+PGjbF8+XK8+uqrJo9ZLpczEUtEJAFbbDOIiEg6bDeIiKii2GYQEZGpLFmyBJ988gmSk5PRokULLFy4EM8++2yp28fFxSEqKgqnTp2Cn58fpk6divHjx1swYiIi+yATRd/cqcLMNeE7EZG58LwlHdY9Edkanrekw7onIlvD85Z0WPdEZIt47tJav349RowYgSVLlqBz5874+uuv8d133+H06dOoV69eie0TExMRFBSEsWPHYty4cfjzzz8xYcIErF27Fi+++GKF/ibrnohsjbnOWyUnQiIiIiIiIiIiIiIiIiKTW7BgAUaPHo0xY8agWbNmWLhwIQICArB06VKj23/11VeoV68eFi5ciGbNmmHMmDEYNWoUoqOjLRw5EZHtY2KciIiIiIiIiIiIiIjIzPLy8nDkyBGEh4cbPB4eHo79+/cb3eevv/4qsX1ERAQOHz6M/Px8s8VKRGSPbGKOcWtTNPp8RkaGxJEQEVVM0fmKs2dYHtsMIrI1bDOkwzaDiGwN2wzpsM0gIlvEdgO4c+cONBoN6tSpY/B4nTp1kJKSYnSflJQUo9sXFBTgzp078PX1LbFPbm4ucnNzdevp6ekA2G4Qke0wV5vBxHgVZGZmAgACAgIkjoSIqHIyMzPh6ekpdRgOhW0GEdkqthmWxzaDiGwV2wzLY5tBRLaM7QYgk8kM1oUQJR4rb3tjjxeZN28e3n///RKPs90gIluTlpZm0jaDifEq8PPzw/Xr1+Hu7l5mY1WejIwMBAQE4Pr16yadON5cGK95MV7zcvR4hRDIzMyEn5+fCaKjyjBVm6HP1t7PlsA6MY71UhLrxDj9enF3d2ebIRFztBnWzhE/kywzy2xPeJ0hHUdsM/Q5ymfM3FiPpsF6rDi2G4CXlxfkcnmJ3uGpqakleoUX8fHxMbq9QqFArVq1jO4zffp0REVF6dbv37+P+vXr49q1aw5xU4Ijfi4drcwsr/1LT09HvXr1ULNmTZMel4nxKnBycoK/v7/Jjufh4WFTb2TGa16M17wcOV5H+NJrjUzdZuiztfezJbBOjGO9lMQ6Ma6oXthmSMOcbYa1c8TPJMvsGByhzGwzpOHIbYY+R/iMWQLr0TRYjxXj6O2Gs7MzgoODERsbi//3//6f7vHY2FgMHDjQ6D6hoaH49ddfDR7bsWMHQkJCoFQqje6jUqmgUqlKPO7p6elQ71NH/Fw6WplZXvvn5ORk2uOZ9GhERERERERERERERERkVFRUFL777jssX74cZ86cwVtvvYVr165h/PjxALS9vV977TXd9uPHj8fVq1cRFRWFM2fOYPny5Vi2bBn+9a9/SVUEIiKbxR7jREREREREREREREREFjBkyBCkpaVhzpw5SE5ORlBQELZu3Yr69esDAJKTk3Ht2jXd9oGBgdi6dSveeustfPnll/Dz88OiRYvw4osvSlUEIiKbxcS4hFQqFWbNmmV0SBNrxHjNi/GaF+Mle8L3R0msE+NYLyWxToxjvZBUHPG9xzI7BkcsM5El8TNmGqxH02A9UlVMmDABEyZMMPrcihUrSjwWFhaGo0ePVvnvOdr71NHKCzhemVle+2euMsuEEMKkRyQiIiIiIiIiIiIiIiIiIrIinGOciIiIiIiIiIiIiIiIiIjsGhPjRERERERERERERERERERk15gYJyIiIiIiIiIiIiIiIiIiu8bEuInMmzcP7du3h7u7O7y9vfHCCy/g3LlzBts8ePAAkyZNgr+/P9RqNZo1a4alS5eWedwVK1ZAJpOV+JeTk2PWWG/duoXIyEj4+fnB1dUVffr0wYULF8o99oYNG9C8eXOoVCo0b94cmzZtqnKc5o7XHHULAEuXLkWrVq3g4eEBDw8PhIaG4vfff9c9L4TA7Nmz4efnB7VajW7duuHUqVPlHtccdWuueM1VtxWJd+PGjYiIiICXlxdkMhkSEhIqdFyp6rcq8Zqzfkl6BQUFmDlzJgIDA6FWq9GwYUPMmTMHhYWFpe6ze/duo++Js2fPWjBy88rMzMSUKVNQv359qNVqdOrUCYcOHSpzn7i4OAQHB8PFxQUNGzbEV199ZaFoLaOydWKP75M9e/ZgwIAB8PPzg0wmw3//+1+D562tzbUUc9QL2x56ErNnzy7x3vHx8dE9X9XPqjUxxecuNzcXkydPhpeXF9zc3PD888/jxo0bFixF5ZVX7sjIyBKvfceOHQ22saVyV+Ta1F5fayKpmOpz58gqUocVOV87OnP93kdkSkuWLEFgYCBcXFwQHByMvXv3lrm9rf9uUpnybty4Eb1790bt2rV1n+Ht27dbMNonV9nXt8iff/4JhUKBNm3amDdAM6hsmXNzczFjxgzUr18fKpUKjRo1wvLlyy0U7ZOrbHlXr16N1q1bw9XVFb6+vvjHP/6BtLQ0C0X7ZMq7ljTGVOcsJsZNJC4uDhMnTsSBAwcQGxuLgoIChIeHIysrS7fNW2+9hW3btmHVqlU4c+YM3nrrLUyePBm//PJLmcf28PBAcnKywT8XFxezxSqEwAsvvIDLly/jl19+QXx8POrXr49evXoZlOdxf/31F4YMGYIRI0bg2LFjGDFiBAYPHoyDBw9WOVZzxguYvm4BwN/fH/Pnz8fhw4dx+PBh9OjRAwMHDtR9Gf7444+xYMECfPHFFzh06BB8fHzQu3dvZGZmlnpMc9WtueIFzFO3FYk3KysLnTt3xvz58yt8TCnrtyrxAuarX5LeRx99hK+++gpffPEFzpw5g48//hiffPIJFi9eXO6+586dM3hPPP300xaI2DLGjBmD2NhY/PDDDzhx4gTCw8PRq1cv3Lx50+j2iYmJ6Nu3L5599lnEx8fj3XffxRtvvIENGzZYOHLzqWydFLGn90lWVhZat26NL774wujz1tbmWoo56gVg20NPpkWLFgbvnRMnTuieq+p70pqY4nM3ZcoUbNq0CevWrcO+ffvw4MED9O/fHxqNxlLFqLTyyg0Affr0MXjtt27davC8LZW7Itf99vpaE0nFVJ87R1aROgTKP187OnP9fkZkKuvXr8eUKVMwY8YMxMfH49lnn8Vzzz2Ha9euGd3e1n83qWx59+zZg969e2Pr1q04cuQIunfvjgEDBiA+Pt7CkVdNZctbJD09Ha+99hp69uxpoUhNpyplHjx4MP744w8sW7YM586dw9q1a9G0aVMLRl11lS3vvn378Nprr2H06NE4deoUfvrpJxw6dAhjxoyxcORVU5FrSX0mPWcJMovU1FQBQMTFxekea9GihZgzZ47Bdu3atRMzZ84s9TgxMTHC09PTXGEKIUrGeu7cOQFAnDx5UrdNQUGBqFmzpvj2229LPc7gwYNFnz59DB6LiIgQQ4cOtcp4LVG3RWrUqCG+++47UVhYKHx8fMT8+fN1z+Xk5AhPT0/x1Vdflbq/perWVPFasm6FKI5XX2JiogAg4uPjy91fqvrVV5l4LV2/ZFn9+vUTo0aNMnhs0KBB4tVXXy11n127dgkA4t69e2aOThoPHz4Ucrlc/PbbbwaPt27dWsyYMcPoPlOnThVNmzY1eGzcuHGiY8eOZovTkqpSJ/b+PgEgNm3apFu3lTbX3ExVL2x76EnMmjVLtG7d2uhzVX1PWrOqfO7u378vlEqlWLdunW6bmzdvCicnJ7Ft2zaLxf4kHi+3EEKMHDlSDBw4sNR9bL3cj1+bOsprTSSlqnzuyJCx3yzLO1+TcU/6+xmRKT3zzDNi/PjxBo81bdpUTJs2zej2tv67SWXLa0zz5s3F+++/b+rQzKKq5R0yZIiYOXNmmddk1qqyZf7999+Fp6enSEtLs0R4JlfZ8n7yySeiYcOGBo8tWrRI+Pv7my1GczF2Lfk4U56z2GPcTNLT0wEANWvW1D3WpUsXbN68GTdv3oQQArt27cL58+cRERFR5rEePHiA+vXrw9/fH/379zf5XUyPx5qbmwsABj2A5HI5nJ2dsW/fvlKP89dffyE8PNzgsYiICOzfv98q4wXMX7cajQbr1q1DVlYWQkNDkZiYiJSUFIN6UqlUCAsLK7OeLFW3pooXMH/dGou3qqSq3ydhifolaXTp0gV//PEHzp8/DwA4duwY9u3bh759+5a7b9u2beHr64uePXti165d5g7VYgoKCqDRaEr0TFWr1aWe50v7XB8+fBj5+flmi9VSqlInRez1ffI4a29zpWLtbTvZrwsXLsDPzw+BgYEYOnQoLl++DODJ3pO2oiJlPHLkCPLz8w228fPzQ1BQkM3Xw+7du+Ht7Y3GjRtj7NixSE1N1T1n6+V+/NrU0V9rIkuoyueODBn7zRIo+3xNhkz5+xmRKeTl5eHIkSMlrmXDw8NLfQ/a8u8mVSnv4woLC5GZmVniXGiNqlremJgYXLp0CbNmzTJ3iCZXlTJv3rwZISEh+Pjjj1G3bl00btwY//rXv5CdnW2JkJ9IVcrbqVMn3LhxA1u3boUQArdu3cLPP/+Mfv36WSJkizPlOYuJcTMQQiAqKgpdunRBUFCQ7vFFixahefPm8Pf3h7OzM/r06YMlS5agS5cupR6radOmWLFiBTZv3oy1a9fCxcUFnTt3rtB831WNtWnTpqhfvz6mT5+Oe/fuIS8vD/Pnz0dKSgqSk5NLPVZKSgrq1Klj8FidOnWQkpJiklhNHa856/bEiROoVq0aVCoVxo8fj02bNqF58+a6uqhsPZm7bk0dr7nft6XFW1VS1W9Vmbt+SVr//ve/8corr6Bp06ZQKpVo27YtpkyZgldeeaXUfXx9ffHNN99gw4YN2LhxI5o0aYKePXtiz549FozcfNzd3REaGooPPvgASUlJ0Gg0WLVqFQ4ePFjqeb60z3VBQQHu3LljibDNqip1Yu/vk8dZa5srNWtt28m+dejQAd9//z22b9+Ob7/9FikpKejUqRPS0tKq/J60JRUpY0pKCpydnVGjRo1St7FFzz33HFavXo2dO3fi008/xaFDh9CjRw/dzc22XG5j16aO/FoTWUJVP3dUrLTfLMs7X5OWqX8/IzKVO3fuQKPRVOo9aMu/m1SlvI/79NNPkZWVhcGDB5sjRJOqSnkvXLiAadOmYfXq1VAoFJYI06SqUubLly9j3759OHnyJDZt2oSFCxfi559/xsSJEy0R8hOpSnk7deqE1atXY8iQIXB2doaPjw+qV69eoek4bZEpz1m294mwAZMmTcLx48dL9NhatGgRDhw4gM2bN6N+/frYs2cPJkyYAF9fX/Tq1cvosTp27IiOHTvq1jt37ox27dph8eLFWLRokVliVSqV2LBhA0aPHo2aNWtCLpejV69eeO6558o9nkwmM1gXQpR4zFriNWfdNmnSBAkJCbh//z42bNiAkSNHIi4uTvd8VerJnHVr6njN/b4tLd4nSTZLUb9Vjdfc9UvSWr9+PVatWoU1a9agRYsWSEhIwJQpU+Dn54eRI0ca3adJkyZo0qSJbj00NBTXr19HdHQ0unbtaqnQzeqHH37AqFGjULduXcjlcrRr1w7Dhg3D0aNHS93H2Ofa2OO2qrJ14gjvE2Osrc21FtbWtpN90/9e3rJlS4SGhqJRo0ZYuXKl7n3Fz51xtl4PQ4YM0S0HBQUhJCQE9evXx5YtWzBo0KBS97OFcpd23Q845mtNZAmm/tw5otLqsKrna0djjt/7iEypsu9BW//dpKqfubVr12L27Nn45Zdf4O3tba7wTK6i5dVoNBg2bBjef/99NG7c2FLhmUVlXuPCwkLIZDKsXr0anp6eAIAFCxbgpZdewpdffgm1Wm32eJ9UZcp7+vRpvPHGG3jvvfcQERGB5ORkvPPOOxg/fjyWLVtmiXAtzlTnLPYYN7HJkydj8+bN2LVrF/z9/XWPZ2dn491338WCBQswYMAAtGrVCpMmTcKQIUMQHR1d4eM7OTmhffv2JumdU1qsABAcHKz7opecnIxt27YhLS0NgYGBpR7Px8enxN0rqampJe7isJZ4H2fKunV2dsZTTz2FkJAQzJs3D61bt8bnn38OHx8fAKh0PZm7bk0d7+NMWbdlxVtVUtWvqZi6fkla77zzDqZNm4ahQ4eiZcuWGDFiBN566y3MmzevUsfp2LGjXb0nGjVqhLi4ODx48ADXr1/H33//jfz8/FLP86V9rhUKBWrVqmWJkM2usnVijL29T/RZa5srNWtt28mxuLm5oWXLlrhw4YLJ3pPWrCJl9PHxQV5eHu7du1fqNvbA19cX9evX1507bLXcpV2b8rUmMp8n+dyRVlm/qz3u8fM1aZn79zOiqvLy8oJcLq/Ue9CWfzepSnmLrF+/HqNHj8aPP/5YamdFa1PZ8mZmZuLw4cOYNGkSFAoFFAoF5syZg2PHjkGhUGDnzp2WCr3KqvIa+/r6om7durqkOAA0a9YMQgjcuHHDrPE+qaqUd968eejcuTPeeecdtGrVChEREViyZAmWL19e5kjKtsqU5ywmxk1ECIFJkyZh48aN2LlzZ4kfpfPz85Gfnw8nJ8Mql8vlKCwsrNTfSUhIgK+vr9li1efp6YnatWvjwoULOHz4MAYOHFjqtqGhoYiNjTV4bMeOHejUqVOVYzVnvMb+zpPWbVnHzs3NRWBgIHx8fAzqKS8vD3FxcWXWk7nq1lzxGjueueq26PhPMryXVPVryuOZs37Jsh4+fPjEbQUAxMfH2+V7ws3NDb6+vrh37x62b99e6nm+tM91SEgIlEqlJUK1mIrWiTH2+j4BYDNtrqXZSttO9i03NxdnzpyBr6+vyd6T1qwiZQwODoZSqTTYJjk5GSdPnrSbegCAtLQ0XL9+XXfusLVyl3dtyteayPRM8blzdJX5Xa3I4+drMs7Uv58RVZWzszOCg4NLXMvGxsaW+h605d9NqlJeQNtTPDIyEmvWrLGpeZgrW14PDw+cOHECCQkJun/jx4/XjXrRoUMHS4VeZVV5jTt37oykpCQ8ePBA99j58+fh5ORU7g1hUqtKeUv7DRko7kltT0x6zhJkEq+//rrw9PQUu3fvFsnJybp/Dx8+1G0TFhYmWrRoIXbt2iUuX74sYmJihIuLi1iyZIlumxEjRohp06bp1mfPni22bdsmLl26JOLj48U//vEPoVAoxMGDB80a648//ih27dolLl26JP773/+K+vXri0GDBhkc5/FY//zzTyGXy8X8+fPFmTNnxPz584VCoRAHDhyocqzmjNccdSuEENOnTxd79uwRiYmJ4vjx4+Ldd98VTk5OYseOHUIIIebPny88PT3Fxo0bxYkTJ8Qrr7wifH19RUZGRqmxmqtuzRWvueq2IvGmpaWJ+Ph4sWXLFgFArFu3TsTHx4vk5ORS45WyfqsSrznrl6Q3cuRIUbduXfHbb7+JxMREsXHjRuHl5SWmTp2q22batGlixIgRuvXPPvtMbNq0SZw/f16cPHlSTJs2TQAQGzZskKIIZrFt2zbx+++/i8uXL4sdO3aI1q1bi2eeeUbk5eUJIUrWyeXLl4Wrq6t46623xOnTp8WyZcuEUqkUP//8s1RFMLnK1ok9vk8yMzNFfHy8iI+PFwDEggULRHx8vLh69aoQwvraXEsxR72w7aEn8fbbb4vdu3eLy5cviwMHDoj+/fsLd3d3ceXKFSFExd6T1s4Un7vx48cLf39/8b///U8cPXpU9OjRQ7Ru3VoUFBRIVaxylVXuzMxM8fbbb4v9+/eLxMREsWvXLhEaGirq1q1rs+WuyLWpvb7WRFIx1efOkZVXhxU9Xzs6U/x+RmRO69atE0qlUixbtkycPn1aTJkyRbi5uem+c9vb7yaVLe+aNWuEQqEQX375pcG58P79+1IVoVIqW97HzZo1S7Ru3dpC0ZpGZcucmZkp/P39xUsvvSROnTol4uLixNNPPy3GjBkjVREqpbLljYmJEQqFQixZskRcunRJ7Nu3T4SEhIhnnnlGqiJUSnnX0OY8ZzExbiIAjP6LiYnRbZOcnCwiIyOFn5+fcHFxEU2aNBGffvqpKCws1G0TFhYmRo4cqVufMmWKqFevnnB2dha1a9cW4eHhYv/+/WaP9fPPPxf+/v5CqVSKevXqiZkzZ4rc3FyD4zweqxBC/PTTT6JJkyZCqVSKpk2bmuTHdnPFa466FUKIUaNGifr16+uO27NnT92XZCGEKCwsFLNmzRI+Pj5CpVKJrl27ihMnTpQZqxDmqVtzxWuuuq1IvDExMUbfL7NmzSo1XiGkq9+qxGvO+iXpZWRkiDfffFPUq1dPuLi4iIYNG4oZM2YYnNNGjhwpwsLCdOsfffSRaNSokXBxcRE1atQQXbp0EVu2bJEgevNZv369aNiwoXB2dhY+Pj5i4sSJBhcvj9eJEELs3r1btG3bVjg7O4sGDRqIpUuXWjhq86psndjj+2TXrl1Gz6FF50xra3MtxRz1wraHnsSQIUOEr6+vUCqVws/PTwwaNEicOnVK93xF3pPWzhSfu+zsbDFp0iRRs2ZNoVarRf/+/cW1a9ckKE3FlVXuhw8fivDwcFG7dm3dddrIkSNLlMmWyl2Ra1N7fa2JpGKqz50jK68OK3q+dnSm+P2MyNy+/PJL3fu0Xbt2Ii4uTvecPf5uUpnyhoWFlfl93RZU9vXVZ4uJcSEqX+YzZ86IXr16CbVaLfz9/UVUVJTBzXTWrrLlXbRokWjevLlQq9XC19dXDB8+XNy4ccPCUVdNedfQ5jxnyYSwwz71REREREREREREREREREREj3COcSIiIiIiIiIiIiIiIiIismtMjBMRERERERERERERERERkV1jYpyIiIiIiIiIiIiIiIiIiOwaE+NERERERERERERERERERGTXmBgnIiIiIiIiIiIiIiIiIiK7xsQ4ERERERERERERERERERHZNSbGiYiIiIiIiIiIiIiIiIjIrjExTkREREREREREREREREREdo2JcSIrsXv3bshkMty/f1/qUIiIiIiIiIiIiIiIiIjsChPjRBLr1q0bvvrqK6nDICIiK/XgwQMMHToUvr6+GDp0KLKysnTPpaSkYPLkyWjYsCFUKhUCAgIwYMAA/PHHHxJGTERE1qZBgwaQyWRYt25diedatGgBmUyGFStWWD4wIiKyOmwziIiIyJ4xMU4kobt372L//v0YMGCA1KEQEZGVWrhwIapVq4YdO3bA1dUVCxcuBABcuXIFwcHB2LlzJz7++GOcOHEC27ZtQ/fu3TFx4kRpgyYiIqsTEBCAmJgYg8cOHDiAlJQUuLm5SRQVERFZI7YZREREZK+YGCcyk8zMTAwfPhxubm7w9fXFZ599hm7dumHKlCm6bbZs2YLWrVujbt26JfbPzs5Gv3790LFjR9y9excAsH//frRp0wYuLi4ICQnBf//7X8hkMiQkJFioVEREZGn3799H48aN0bJlSzRt2hTp6ekAgAkTJkAmk+Hvv//GSy+9hMaNG6NFixaIiorCgQMHJI6aiIgsqUGDBrobp4q0adMGs2fP1q0PHz4ccXFxuH79uu6x5cuXY/jw4VAoFBaKlIiIpMY2g4iIiBwZE+NEZhIVFYU///wTmzdvRmxsLPbu3YujR48abLN582YMHDiwxL7p6ekIDw9HXl4e/vjjD9SsWROZmZkYMGAAWrZsiaNHj+KDDz7Av//9b0sVh4iIJDJp0iR8/fXXUCqViImJwZtvvom7d+9i27ZtmDhxotEeG9WrV7d8oEREZNXq1KmDiIgIrFy5EgDw8OFDrF+/HqNGjZI4MiIisjZsM4iIiMheMTFOZAaZmZlYuXIloqOj0bNnTwQFBSEmJgYajUa3TW5uLrZv314iMX7r1i2EhYXB29sbW7Zs0SU8Vq9eDZlMhm+//RbNmzfHc889h3feecei5SIiIstr0KABLly4gOvXr+P06dOoW7cuLl68CCEEmjZtKnV4RERkQ0aNGoUVK1ZACIGff/4ZjRo1Qps2baQOi4iIrBDbDCIiIrJHTIwTmcHly5eRn5+PZ555RveYp6cnmjRpolvfuXMnatWqhZYtWxrs26tXLzRs2BA//vgjnJ2ddY+fO3cOrVq1gouLi+4x/eMTEZH9cnJygo+PD2QyGQBACAEAunUiIqKK6NevHx48eIA9e/Zg+fLl7PlHRESlYptBRERE9oiJcSIzKC1hUfQ4UPow6v369cPevXtx+vTpEvuWdTwiInIcTz/9NGQyGc6cOSN1KEREZAWcnJxKXBvk5+eX2E6hUGDEiBGYNWsWDh48iOHDh1sqRCIishJsM4iIiMiRMTFOZAaNGjWCUqnE33//rXssIyMDFy5cAKBNaP/66694/vnnS+w7f/58jBw5Ej179jRIjjdt2hTHjx9Hbm6u7rHDhw+bsRRERGStatasiYiICHz55ZfIysoq8fz9+/ctHxQREUmmdu3aSE5O1q1nZGQgMTHR6LajRo1CXFwcBg4ciBo1algqRCIishJsM4iIiMiRMTFOZAbu7u4YOXIk3nnnHezatQunTp3CqFGj4OTkBJlMhiNHjiArKwtdu3Y1un90dDSGDx+OHj164OzZswCAYcOGobCwEP/85z9x5swZbN++HdHR0QA4lC4RkSNasmQJNBoNnnnmGWzYsAEXLlzAmTNnsGjRIoSGhkodHhERWVCPHj3www8/YO/evTh58iRGjhwJuVxudNtmzZrhzp07iImJsXCURERkDdhmEBERkSNTSB0Akb1asGABxo8fj/79+8PDwwNTp07F9evX4eLigl9++QX9+vWDQlH6R/Czzz6DRqNBjx49sHv3bjRu3Bi//vorXn/9dbRp0wYtW7bEe++9h2HDhhnMO05ERI4hMDAQR48exdy5c/H2228jOTkZtWvXRnBwMJYuXSp1eEREZEHTp0/H5cuX0b9/f3h6euKDDz4otfcfANSqVcuC0RERkTVhm0FERESOTCY4STGRRWRlZaFu3br49NNP8fnnn2PmzJkYPHjwEx1z9erV+Mc//oH09HSo1WoTRUpERERERERERERERERkX9hjnMhM4uPjcfbsWTzzzDNIT0/HnDlzAAADBgzAjRs38Nxzz1X6mN9//z0aNmyIunXr4tixY/j3v/+NwYMHMylOREREREREREREREREVAYmxonMKDo6GufOnYOzszOCg4Oxd+9eeHt7Y9asWVU6XkpKCt577z2kpKTA19cXL7/8MubOnWviqImIiIiIiIiIiIiIiIjsC4dSJyIiIiIiIiIiIiIiIiIiu+YkdQBERERERERERERERERERETmxMQ4ERERERERERERERERERHZNSbGiYiIiIiIiIiIiIiIiIjIrjExTkREREREREREREREREREdo2JcSIiIiIiIiIiIiIiIiIismtMjBMRERERERERERERERERkV1jYpyIiIiIiIiIiIiIiIiIiOwaE+NERERERERERERERERERGTXmBgnIiIiIiIiIiIiIiIiIiK79v8BzyN6wrJsavgAAAAASUVORK5CYII=", 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "print('2012-2014')\n", "tracers_obs = ['SA', 'Temp', 'Oxygen_Dissolved', 'NO3 (uM)']#, 'NH4'] \n", "tracers_mod = ['mod_vosaline', 'mod_votemper', 'mod_dissolved_oxygen', 'mod_nitrate']#, 'mod_ammonium'] \n", "dff = list([df_21,df_24])\n", "cmap = cm.rain\n", "mod = ['202111','202410']\n", "fig, axs = plt.subplots(len(dff), len(tracers_obs), figsize = (3*len(tracers_obs), 6)) \n", "\n", "for i in range(len(tracers_obs)):\n", " for j in range(2):\n", " df=dff[j]\n", " vmin, vmax = np.min(df[tracers_obs[i]]), np.max(df[tracers_obs[i]])\n", " bin = np.linspace(vmin,vmax,40)\n", "\n", " axs[j,i].plot((vmin,vmax),(vmin,vmax),'k-',alpha=.2)\n", "\n", " iiS=(~np.isnan(df[tracers_obs[i]]))&(~np.isnan(df[tracers_mod[i]]))\n", "\n", " counts, xedges, yedges, m2=axs[j,i].hist2d(df.loc[iiS,[tracers_obs[i]]].values.flatten(),\n", " df.loc[iiS,[tracers_mod[i]]].values.flatten(),bins=bin,norm=LogNorm(),cmap=cmap)\n", "\n", " ntick=np.linspace(vmin, vmax, 4)\n", " axs[j,i].set_xticks(ntick)\n", " axs[j,i].set_yticks(ntick)\n", " \n", " axs[j,i].set_aspect(1, adjustable='box')\n", " axs[j,i].set_ylabel(f'{mod[j]}',fontsize=12)\n", " axs[j,i].set_xlabel('Obs',fontsize=12)\n", "\n", " title = tracers_obs[i]+'\\nn= '+str(np.count_nonzero(~np.isnan(df[tracers_obs[i]])))\n", " axs[0,i].set_title(title,fontsize=12)\n", "\n", " # plot the stats pannel\n", " plot_panel(axs[j,i], df[tracers_obs[i]], df[tracers_mod[i]], (vmin,vmax), ' ')\n", "\n", "plt.tight_layout()\n", "\n", "###############################################\n", "\n", "i, j, k, l, m = (0, 1, 2, 3, 4)\n", "fig, ax = plt.subplots(1, 5, figsize=(20, 4))\n", "title = 'Salinity, SaanichInlet'\n", "ax[i].set_title(title,fontsize=12)\n", "title = 'Temperature, SaanichInlet'\n", "ax[j].set_title(title,fontsize=12)\n", "title = 'Oxygen, SaanichInlet'\n", "ax[k].set_title(title,fontsize=12)\n", "title = 'Nitrate, SaanichInlet'\n", "ax[l].set_title(title,fontsize=12)\n", "title = 'Ammonium, SaanichInlet'\n", "ax[m].set_title(title,fontsize=12)\n", "ax[i].plot(df_24.SA, -df_24.Z, '.',label='obs')\n", "ax[i].plot(df_21.mod_vosaline, -df_21.Z, '.', label='202111')\n", "ax[i].plot(df_24.mod_vosaline, -df_24.Z, '.', label='202410')\n", "ax[i].legend()\n", "ax[j].plot(df_24.Temp, -df_24.Z, '.',label='obs')\n", "ax[j].plot(df_21.mod_votemper, -df_21.Z, '.', label='202111')\n", "ax[j].plot(df_24.mod_votemper, -df_24.Z, '.', label='202410')\n", "ax[k].plot(df_24.Oxygen_Dissolved, -df_24.Z, '.',label='obs')\n", "ax[k].plot(df_21.mod_dissolved_oxygen, -df_21.Z, '.', label='202111')\n", "ax[k].plot(df_24.mod_dissolved_oxygen, -df_24.Z, '.', label='202410')\n", "ax[l].plot(df_24['NO3 (uM)'], -df_24.Z, '.',label='obs')\n", "ax[l].plot(df_21.mod_nitrate, -df_21.Z, '.', label='202111')\n", "ax[l].plot(df_24.mod_nitrate, -df_24.Z, '.', label='202410')\n", "#ax[m].plot(df_24.NH4, -df_24.Z, '.',label='obs')\n", "ax[m].plot(df_21.mod_ammonium, -df_21.Z, '.', label='202111')\n", "ax[m].plot(df_24.mod_ammonium, -df_24.Z, '.', label='202410')\n", "\n", "fig, ax = plt.subplots(1, 5, figsize=(20,4))\n", "\n", "title = 'Salinity, SaanichInlet'\n", "ax[i].set_title(title,fontsize=12)\n", "title = 'Temperature, SaanichInlet'\n", "ax[j].set_title(title,fontsize=12)\n", "title = 'Oxygen, SaanichInlet'\n", "ax[k].set_title(title,fontsize=12)\n", "title = 'Nitrate, SaanichInlet'\n", "ax[l].set_title(title,fontsize=12)\n", "title = 'Ammonium, SaanichInlet'\n", "ax[m].set_title(title,fontsize=12)\n", "\n", "# plot profiles\n", "\n", "profiles('Salinity','k',ax[0])\n", "profiles('Temperature','k',ax[1])\n", "profiles('DO','k',ax[2])\n", "profiles('NO3','k',ax[3])\n", "#profiles('NH4','k',ax[4])\n", "ax[0].legend()\n", "plt.tight_layout()\n", "\n", "######################################\n", "# obs versus model property property plots\n", "#set consistent bins\n", "Tbin = np.linspace(0,20,50)\n", "Sbin = np.linspace(25,37,50)\n", "Dbin = np.linspace(0,350,50)\n", "Nbin = np.linspace(0,40,50)\n", "Hbin = np.linspace(0,10,50)\n", "\n", "fig, axs = plt.subplots(1, 5, figsize = (15, 3)) \n", "\n", "#obs\n", "prop_prop(axs[0],\"Salinity\",\"Temp\",df_21.SA,df_21.Temp,Sbin,Tbin)\n", "prop_prop(axs[1],\"Salinity\",\"Oxygen\",df_21.SA,df_21[\"Oxygen_Dissolved\"],Sbin,Dbin)\n", "prop_prop(axs[2],\"Temp\",\"Oxygen\",df_21.Temp,df_21[\"Oxygen_Dissolved\"],Tbin,Dbin)\n", "prop_prop(axs[3],\"NO3\",\"Oxygen\",df_21['NO3 (uM)'],df_21[\"Oxygen_Dissolved\"],Nbin,Dbin)\n", "prop_prop(axs[4],\"NO3\",\"NH4\",df_21['NO3 (uM)'],df_21[\"NH4\"],Nbin,Hbin)\n", "fig.suptitle('OBSERVATIONS')\n", "\n", "plt.tight_layout()\n", "\n", "# and model\n", "fig, axs = plt.subplots(1, 5, figsize = (15, 3)) \n", "\n", "prop_prop(axs[0],\"Salinity\",\"Temperature\",df_21.mod_vosaline,df_21.mod_votemper,Sbin,Tbin)\n", "prop_prop(axs[1],\"Salinity\",\"Oxygen\",df_21.mod_vosaline,df_21['mod_dissolved_oxygen'],Sbin,Dbin)\n", "prop_prop(axs[2],\"Temp\",\"Oxygen\",df_21.mod_votemper,df_21['mod_dissolved_oxygen'],Tbin,Dbin)\n", "prop_prop(axs[3],\"NO3\",\"Oxygen\",df_21['mod_nitrate'],df_21[\"mod_dissolved_oxygen\"],Nbin,Dbin)\n", "prop_prop(axs[4],\"NO3\",\"NH4\",df_21['mod_nitrate'],df_21[\"mod_ammonium\"],Nbin,Hbin)\n", "fig.suptitle('MODEL-202111')\n", "\n", "plt.tight_layout()\n", "\n", "# and model\n", "fig, axs = plt.subplots(1, 5, figsize = (15, 3)) \n", "\n", "prop_prop(axs[0],\"Salinity\",\"Temperature\",df_24.mod_vosaline,df_24.mod_votemper,Sbin,Tbin)\n", "prop_prop(axs[1],\"Salinity\",\"Oxygen\",df_24.mod_vosaline,df_24['mod_dissolved_oxygen'],Sbin,Dbin)\n", "prop_prop(axs[2],\"Temp\",\"Oxygen\",df_24.mod_votemper,df_24['mod_dissolved_oxygen'],Tbin,Dbin)\n", "prop_prop(axs[3],\"NO3\",\"Oxygen\",df_24['mod_nitrate'],df_24[\"mod_dissolved_oxygen\"],Nbin,Dbin)\n", "prop_prop(axs[4],\"NO3\",\"NH4\",df_24['mod_nitrate'],df_24[\"mod_ammonium\"],Nbin,Hbin)\n", "fig.suptitle('MODEL-202410')\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "analysis-abdoul", "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": "3.11.3" } }, "nbformat": 4, "nbformat_minor": 2 }